warning: commands will be executed using /bin/sh
job 1430 at Sat Nov 23 09:49:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11052013_reo/Achilles151_11052013_reo
ElecNo	1
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	1
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1618423 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
--- Clustering full data set of 1618423 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 85062 members 
Mstep: Class 3 contains 85234 members 
Mstep: Class 4 contains 84892 members 
Mstep: Class 5 contains 85166 members 
Mstep: Class 6 contains 85539 members 
Mstep: Class 7 contains 84974 members 
Mstep: Class 8 contains 85070 members 
Mstep: Class 9 contains 84833 members 
Mstep: Class 10 contains 85089 members 
Mstep: Class 11 contains 85549 members 
Mstep: Class 12 contains 84666 members 
Mstep: Class 13 contains 84850 members 
Mstep: Class 14 contains 85198 members 
Mstep: Class 15 contains 85197 members 
Mstep: Class 16 contains 85307 members 
Mstep: Class 17 contains 85470 members 
Mstep: Class 18 contains 85104 members 
Mstep: Class 19 contains 85023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1660.675171 but Gain 3545.648438
Score: -150271424.000000 Penalty: 63821.640625
Iteration 0F: 19 clusters Score -1.502714e+08 nChanged 1524891
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 239786 members 
Mstep: Class 2 contains 75019 members 
Mstep: Class 3 contains 84797 members 
Mstep: Class 4 contains 59492 members 
Mstep: Class 6 contains 90923 members 
Mstep: Class 7 contains 64129 members 
Mstep: Class 8 contains 72389 members 
Mstep: Class 9 contains 62483 members 
Mstep: Class 10 contains 85477 members 
Mstep: Class 11 contains 129197 members 
Mstep: Class 12 contains 88864 members 
Mstep: Class 13 contains 58917 members 
Mstep: Class 14 contains 110100 members 
Mstep: Class 15 contains 75006 members 
Mstep: Class 16 contains 107451 members 
Mstep: Class 17 contains 66971 members 
Mstep: Class 18 contains 77606 members 
Mstep: Class 19 contains 69549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154290432.000000 Penalty: 63821.640625
Iteration 1F: 19 clusters Score -1.542904e+08 nChanged 548923
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 261196 members 
Mstep: Class 2 contains 77576 members 
Mstep: Class 3 contains 97244 members 
Mstep: Class 4 contains 49508 members 
Mstep: Class 6 contains 98507 members 
Mstep: Class 7 contains 42644 members 
Mstep: Class 8 contains 71249 members 
Mstep: Class 9 contains 43073 members 
Mstep: Class 10 contains 88290 members 
Mstep: Class 11 contains 90626 members 
Mstep: Class 12 contains 115987 members 
Mstep: Class 13 contains 48418 members 
Mstep: Class 14 contains 148307 members 
Mstep: Class 15 contains 69238 members 
Mstep: Class 16 contains 115902 members 
Mstep: Class 17 contains 49742 members 
Mstep: Class 18 contains 66709 members 
Mstep: Class 19 contains 84164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155217184.000000 Penalty: 63821.640625
Iteration 2F: 19 clusters Score -1.552172e+08 nChanged 397681
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 279085 members 
Mstep: Class 2 contains 80817 members 
Mstep: Class 3 contains 102136 members 
Mstep: Class 4 contains 48798 members 
Mstep: Class 6 contains 102048 members 
Mstep: Class 7 contains 33156 members 
Mstep: Class 8 contains 80363 members 
Mstep: Class 9 contains 28532 members 
Mstep: Class 10 contains 76692 members 
Mstep: Class 11 contains 68457 members 
Mstep: Class 12 contains 131197 members 
Mstep: Class 13 contains 38289 members 
Mstep: Class 14 contains 175155 members 
Mstep: Class 15 contains 66062 members 
Mstep: Class 16 contains 128901 members 
Mstep: Class 17 contains 35968 members 
Mstep: Class 18 contains 52097 members 
Mstep: Class 19 contains 90638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155673072.000000 Penalty: 63821.640625
Iteration 3F: 19 clusters Score -1.556731e+08 nChanged 298836
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 294276 members 
Mstep: Class 2 contains 79489 members 
Mstep: Class 3 contains 95742 members 
Mstep: Class 4 contains 50362 members 
Mstep: Class 6 contains 106974 members 
Mstep: Class 7 contains 28805 members 
Mstep: Class 8 contains 85500 members 
Mstep: Class 9 contains 19184 members 
Mstep: Class 10 contains 67297 members 
Mstep: Class 11 contains 59773 members 
Mstep: Class 12 contains 139269 members 
Mstep: Class 13 contains 31845 members 
Mstep: Class 14 contains 190488 members 
Mstep: Class 15 contains 65265 members 
Mstep: Class 16 contains 145372 members 
Mstep: Class 17 contains 25505 members 
Mstep: Class 18 contains 44265 members 
Mstep: Class 19 contains 88978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155959920.000000 Penalty: 63821.640625
Iteration 4F: 19 clusters Score -1.559599e+08 nChanged 246710
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 308081 members 
Mstep: Class 2 contains 75364 members 
Mstep: Class 3 contains 81315 members 
Mstep: Class 4 contains 51858 members 
Mstep: Class 6 contains 113760 members 
Mstep: Class 7 contains 25195 members 
Mstep: Class 8 contains 86770 members 
Mstep: Class 9 contains 13045 members 
Mstep: Class 10 contains 65053 members 
Mstep: Class 11 contains 53390 members 
Mstep: Class 12 contains 144302 members 
Mstep: Class 13 contains 26962 members 
Mstep: Class 14 contains 199548 members 
Mstep: Class 15 contains 66232 members 
Mstep: Class 16 contains 163970 members 
Mstep: Class 17 contains 17789 members 
Mstep: Class 18 contains 41325 members 
Mstep: Class 19 contains 84429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156169328.000000 Penalty: 63821.640625
Iteration 5F: 19 clusters Score -1.561693e+08 nChanged 209880
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 319811 members 
Mstep: Class 2 contains 70504 members 
Mstep: Class 3 contains 62880 members 
Mstep: Class 4 contains 53215 members 
Mstep: Class 6 contains 119223 members 
Mstep: Class 7 contains 21414 members 
Mstep: Class 8 contains 85942 members 
Mstep: Class 9 contains 9580 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 47165 members 
Mstep: Class 12 contains 147697 members 
Mstep: Class 13 contains 24128 members 
Mstep: Class 14 contains 206360 members 
Mstep: Class 15 contains 69047 members 
Mstep: Class 16 contains 183180 members 
Mstep: Class 17 contains 12338 members 
Mstep: Class 18 contains 39298 members 
Mstep: Class 19 contains 80065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156332736.000000 Penalty: 63821.640625
Iteration 6F: 19 clusters Score -1.563327e+08 nChanged 178863
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 327016 members 
Mstep: Class 2 contains 66300 members 
Mstep: Class 3 contains 44144 members 
Mstep: Class 4 contains 54169 members 
Mstep: Class 6 contains 121459 members 
Mstep: Class 7 contains 18003 members 
Mstep: Class 8 contains 84161 members 
Mstep: Class 9 contains 8260 members 
Mstep: Class 10 contains 68213 members 
Mstep: Class 11 contains 41254 members 
Mstep: Class 12 contains 150423 members 
Mstep: Class 13 contains 23482 members 
Mstep: Class 14 contains 214165 members 
Mstep: Class 15 contains 72467 members 
Mstep: Class 16 contains 201626 members 
Mstep: Class 17 contains 9113 members 
Mstep: Class 18 contains 37380 members 
Mstep: Class 19 contains 76751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156460976.000000 Penalty: 63821.640625
Iteration 7F: 19 clusters Score -1.56461e+08 nChanged 152252
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 328748 members 
Mstep: Class 2 contains 63533 members 
Mstep: Class 3 contains 29136 members 
Mstep: Class 4 contains 54608 members 
Mstep: Class 6 contains 120375 members 
Mstep: Class 7 contains 15549 members 
Mstep: Class 8 contains 82206 members 
Mstep: Class 9 contains 8434 members 
Mstep: Class 10 contains 69528 members 
Mstep: Class 11 contains 35878 members 
Mstep: Class 12 contains 153134 members 
Mstep: Class 13 contains 24366 members 
Mstep: Class 14 contains 222993 members 
Mstep: Class 15 contains 75492 members 
Mstep: Class 16 contains 217080 members 
Mstep: Class 17 contains 7393 members 
Mstep: Class 18 contains 35608 members 
Mstep: Class 19 contains 74325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156550016.000000 Penalty: 63821.640625
Iteration 8F: 19 clusters Score -1.5655e+08 nChanged 125190
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 325587 members 
Mstep: Class 2 contains 62087 members 
Mstep: Class 3 contains 19481 members 
Mstep: Class 4 contains 54349 members 
Mstep: Class 6 contains 117694 members 
Mstep: Class 7 contains 14539 members 
Mstep: Class 8 contains 80240 members 
Mstep: Class 9 contains 9770 members 
Mstep: Class 10 contains 71060 members 
Mstep: Class 11 contains 31600 members 
Mstep: Class 12 contains 155422 members 
Mstep: Class 13 contains 25769 members 
Mstep: Class 14 contains 230487 members 
Mstep: Class 15 contains 78074 members 
Mstep: Class 16 contains 228527 members 
Mstep: Class 17 contains 6838 members 
Mstep: Class 18 contains 34147 members 
Mstep: Class 19 contains 72716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156610832.000000 Penalty: 63821.640625
Iteration 9F: 19 clusters Score -1.566108e+08 nChanged 101634
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 320278 members 
Mstep: Class 2 contains 61594 members 
Mstep: Class 3 contains 13668 members 
Mstep: Class 4 contains 53692 members 
Mstep: Class 6 contains 114177 members 
Mstep: Class 7 contains 14404 members 
Mstep: Class 8 contains 78313 members 
Mstep: Class 9 contains 11572 members 
Mstep: Class 10 contains 72619 members 
Mstep: Class 11 contains 28358 members 
Mstep: Class 12 contains 156995 members 
Mstep: Class 13 contains 27307 members 
Mstep: Class 14 contains 236707 members 
Mstep: Class 15 contains 80782 members 
Mstep: Class 16 contains 235929 members 
Mstep: Class 17 contains 7376 members 
Mstep: Class 18 contains 32954 members 
Mstep: Class 19 contains 71662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156653968.000000 Penalty: 63821.640625
Iteration 10F: 19 clusters Score -1.56654e+08 nChanged 83989
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 315051 members 
Mstep: Class 2 contains 61758 members 
Mstep: Class 3 contains 10225 members 
Mstep: Class 4 contains 52821 members 
Mstep: Class 6 contains 109862 members 
Mstep: Class 7 contains 14622 members 
Mstep: Class 8 contains 76430 members 
Mstep: Class 9 contains 13621 members 
Mstep: Class 10 contains 73887 members 
Mstep: Class 11 contains 26038 members 
Mstep: Class 12 contains 158395 members 
Mstep: Class 13 contains 28682 members 
Mstep: Class 14 contains 241656 members 
Mstep: Class 15 contains 83854 members 
Mstep: Class 16 contains 240095 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 32068 members 
Mstep: Class 19 contains 70922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156686016.000000 Penalty: 63821.640625
Iteration 11F: 19 clusters Score -1.56686e+08 nChanged 71601
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 310619 members 
Mstep: Class 2 contains 62572 members 
Mstep: Class 3 contains 8040 members 
Mstep: Class 4 contains 51885 members 
Mstep: Class 6 contains 105566 members 
Mstep: Class 7 contains 14963 members 
Mstep: Class 8 contains 74531 members 
Mstep: Class 9 contains 15573 members 
Mstep: Class 10 contains 74389 members 
Mstep: Class 11 contains 24551 members 
Mstep: Class 12 contains 160024 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 245299 members 
Mstep: Class 15 contains 87053 members 
Mstep: Class 16 contains 242110 members 
Mstep: Class 17 contains 9505 members 
Mstep: Class 18 contains 31430 members 
Mstep: Class 19 contains 70567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156711424.000000 Penalty: 63821.640625
Iteration 12Q: 19 clusters Score -1.567114e+08 nChanged 62604
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 306641 members 
Mstep: Class 2 contains 63850 members 
Mstep: Class 3 contains 6610 members 
Mstep: Class 4 contains 50811 members 
Mstep: Class 6 contains 101255 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 72632 members 
Mstep: Class 9 contains 17392 members 
Mstep: Class 10 contains 74274 members 
Mstep: Class 11 contains 23733 members 
Mstep: Class 12 contains 162148 members 
Mstep: Class 13 contains 30607 members 
Mstep: Class 14 contains 247497 members 
Mstep: Class 15 contains 90465 members 
Mstep: Class 16 contains 242774 members 
Mstep: Class 17 contains 10621 members 
Mstep: Class 18 contains 31048 members 
Mstep: Class 19 contains 70432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156732976.000000 Penalty: 63821.640625
Iteration 13Q: 19 clusters Score -1.56733e+08 nChanged 56943
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 303179 members 
Mstep: Class 2 contains 65403 members 
Mstep: Class 3 contains 5626 members 
Mstep: Class 4 contains 49770 members 
Mstep: Class 6 contains 96839 members 
Mstep: Class 7 contains 16667 members 
Mstep: Class 8 contains 70404 members 
Mstep: Class 9 contains 19120 members 
Mstep: Class 10 contains 73507 members 
Mstep: Class 11 contains 23342 members 
Mstep: Class 12 contains 164840 members 
Mstep: Class 13 contains 31380 members 
Mstep: Class 14 contains 248580 members 
Mstep: Class 15 contains 93880 members 
Mstep: Class 16 contains 242906 members 
Mstep: Class 17 contains 11714 members 
Mstep: Class 18 contains 30816 members 
Mstep: Class 19 contains 70423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156751808.000000 Penalty: 63821.640625
Iteration 14Q: 19 clusters Score -1.567518e+08 nChanged 52637
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 300193 members 
Mstep: Class 2 contains 67298 members 
Mstep: Class 3 contains 4893 members 
Mstep: Class 4 contains 48749 members 
Mstep: Class 6 contains 92715 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 68124 members 
Mstep: Class 9 contains 20699 members 
Mstep: Class 10 contains 72196 members 
Mstep: Class 11 contains 23278 members 
Mstep: Class 12 contains 168025 members 
Mstep: Class 13 contains 32110 members 
Mstep: Class 14 contains 248357 members 
Mstep: Class 15 contains 97093 members 
Mstep: Class 16 contains 242955 members 
Mstep: Class 17 contains 12796 members 
Mstep: Class 18 contains 30769 members 
Mstep: Class 19 contains 70376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156768352.000000 Penalty: 63821.640625
Iteration 15Q: 19 clusters Score -1.567684e+08 nChanged 49003
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 297957 members 
Mstep: Class 2 contains 69553 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 47811 members 
Mstep: Class 6 contains 88819 members 
Mstep: Class 7 contains 18563 members 
Mstep: Class 8 contains 66319 members 
Mstep: Class 9 contains 22143 members 
Mstep: Class 10 contains 70490 members 
Mstep: Class 11 contains 23304 members 
Mstep: Class 12 contains 171307 members 
Mstep: Class 13 contains 32756 members 
Mstep: Class 14 contains 246589 members 
Mstep: Class 15 contains 100095 members 
Mstep: Class 16 contains 243246 members 
Mstep: Class 17 contains 13903 members 
Mstep: Class 18 contains 30876 members 
Mstep: Class 19 contains 70273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156782048.000000 Penalty: 63821.640625
Iteration 16Q: 19 clusters Score -1.56782e+08 nChanged 46113
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 296680 members 
Mstep: Class 2 contains 72042 members 
Mstep: Class 3 contains 3953 members 
Mstep: Class 4 contains 46942 members 
Mstep: Class 6 contains 85373 members 
Mstep: Class 7 contains 19193 members 
Mstep: Class 8 contains 64811 members 
Mstep: Class 9 contains 23609 members 
Mstep: Class 10 contains 68293 members 
Mstep: Class 11 contains 23291 members 
Mstep: Class 12 contains 174853 members 
Mstep: Class 13 contains 33341 members 
Mstep: Class 14 contains 243288 members 
Mstep: Class 15 contains 102599 members 
Mstep: Class 16 contains 243834 members 
Mstep: Class 17 contains 15039 members 
Mstep: Class 18 contains 31013 members 
Mstep: Class 19 contains 70242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156793968.000000 Penalty: 63821.640625
Iteration 17Q: 19 clusters Score -1.56794e+08 nChanged 44221
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 296735 members 
Mstep: Class 2 contains 74922 members 
Mstep: Class 3 contains 3609 members 
Mstep: Class 4 contains 46111 members 
Mstep: Class 6 contains 82437 members 
Mstep: Class 7 contains 19732 members 
Mstep: Class 8 contains 63592 members 
Mstep: Class 9 contains 25097 members 
Mstep: Class 10 contains 65757 members 
Mstep: Class 11 contains 23235 members 
Mstep: Class 12 contains 178274 members 
Mstep: Class 13 contains 33942 members 
Mstep: Class 14 contains 238326 members 
Mstep: Class 15 contains 104675 members 
Mstep: Class 16 contains 244328 members 
Mstep: Class 17 contains 16174 members 
Mstep: Class 18 contains 31183 members 
Mstep: Class 19 contains 70267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156804704.000000 Penalty: 63821.640625
Iteration 18Q: 19 clusters Score -1.568047e+08 nChanged 42626
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 298227 members 
Mstep: Class 2 contains 78281 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 45362 members 
Mstep: Class 6 contains 79959 members 
Mstep: Class 7 contains 20191 members 
Mstep: Class 8 contains 62470 members 
Mstep: Class 9 contains 26651 members 
Mstep: Class 10 contains 62942 members 
Mstep: Class 11 contains 23031 members 
Mstep: Class 12 contains 181693 members 
Mstep: Class 13 contains 34454 members 
Mstep: Class 14 contains 231907 members 
Mstep: Class 15 contains 106210 members 
Mstep: Class 16 contains 244722 members 
Mstep: Class 17 contains 17300 members 
Mstep: Class 18 contains 31372 members 
Mstep: Class 19 contains 70281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156815184.000000 Penalty: 63821.640625
Iteration 19Q: 19 clusters Score -1.568152e+08 nChanged 41376
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 301333 members 
Mstep: Class 2 contains 82234 members 
Mstep: Class 3 contains 3125 members 
Mstep: Class 4 contains 44752 members 
Mstep: Class 6 contains 77875 members 
Mstep: Class 7 contains 20639 members 
Mstep: Class 8 contains 61356 members 
Mstep: Class 9 contains 28214 members 
Mstep: Class 10 contains 59845 members 
Mstep: Class 11 contains 22757 members 
Mstep: Class 12 contains 184865 members 
Mstep: Class 13 contains 34944 members 
Mstep: Class 14 contains 224149 members 
Mstep: Class 15 contains 107301 members 
Mstep: Class 16 contains 244885 members 
Mstep: Class 17 contains 18402 members 
Mstep: Class 18 contains 31536 members 
Mstep: Class 19 contains 70185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156829712.000000 Penalty: 63821.640625
Iteration 20F: 19 clusters Score -1.568297e+08 nChanged 41661
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 305783 members 
Mstep: Class 2 contains 86687 members 
Mstep: Class 3 contains 2928 members 
Mstep: Class 4 contains 44095 members 
Mstep: Class 6 contains 75937 members 
Mstep: Class 7 contains 21870 members 
Mstep: Class 8 contains 59049 members 
Mstep: Class 9 contains 29915 members 
Mstep: Class 10 contains 56482 members 
Mstep: Class 11 contains 23173 members 
Mstep: Class 12 contains 187856 members 
Mstep: Class 13 contains 35439 members 
Mstep: Class 14 contains 215397 members 
Mstep: Class 15 contains 108088 members 
Mstep: Class 16 contains 244553 members 
Mstep: Class 17 contains 19406 members 
Mstep: Class 18 contains 31649 members 
Mstep: Class 19 contains 70094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3492.564941 but Gain 3545.644531
Score: -156843568.000000 Penalty: 60275.996094
Iteration 21Q: 18 clusters Score -1.568436e+08 nChanged 43777
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 312395 members 
Mstep: Class 2 contains 91825 members 
Mstep: Class 4 contains 43513 members 
Mstep: Class 6 contains 74271 members 
Mstep: Class 7 contains 22945 members 
Mstep: Class 8 contains 56763 members 
Mstep: Class 9 contains 31361 members 
Mstep: Class 10 contains 52954 members 
Mstep: Class 11 contains 23368 members 
Mstep: Class 12 contains 190771 members 
Mstep: Class 13 contains 36087 members 
Mstep: Class 14 contains 207182 members 
Mstep: Class 15 contains 108653 members 
Mstep: Class 16 contains 244264 members 
Mstep: Class 17 contains 20283 members 
Mstep: Class 18 contains 31793 members 
Mstep: Class 19 contains 69973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156860496.000000 Penalty: 60275.996094
Iteration 22Q: 18 clusters Score -1.568605e+08 nChanged 39634
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 317623 members 
Mstep: Class 2 contains 97358 members 
Mstep: Class 4 contains 42971 members 
Mstep: Class 6 contains 72969 members 
Mstep: Class 7 contains 24102 members 
Mstep: Class 8 contains 54467 members 
Mstep: Class 9 contains 32776 members 
Mstep: Class 10 contains 49565 members 
Mstep: Class 11 contains 23358 members 
Mstep: Class 12 contains 193362 members 
Mstep: Class 13 contains 36780 members 
Mstep: Class 14 contains 198118 members 
Mstep: Class 15 contains 108964 members 
Mstep: Class 16 contains 243352 members 
Mstep: Class 17 contains 21016 members 
Mstep: Class 18 contains 31821 members 
Mstep: Class 19 contains 69799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156872464.000000 Penalty: 60275.996094
Iteration 23Q: 18 clusters Score -1.568725e+08 nChanged 37499
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 322458 members 
Mstep: Class 2 contains 103404 members 
Mstep: Class 4 contains 42416 members 
Mstep: Class 6 contains 71925 members 
Mstep: Class 7 contains 25283 members 
Mstep: Class 8 contains 52145 members 
Mstep: Class 9 contains 34186 members 
Mstep: Class 10 contains 46282 members 
Mstep: Class 11 contains 23137 members 
Mstep: Class 12 contains 195746 members 
Mstep: Class 13 contains 37519 members 
Mstep: Class 14 contains 189285 members 
Mstep: Class 15 contains 108999 members 
Mstep: Class 16 contains 242562 members 
Mstep: Class 17 contains 21582 members 
Mstep: Class 18 contains 31865 members 
Mstep: Class 19 contains 69607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156882800.000000 Penalty: 60275.996094
Iteration 24Q: 18 clusters Score -1.568828e+08 nChanged 35171
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 326077 members 
Mstep: Class 2 contains 109731 members 
Mstep: Class 4 contains 41914 members 
Mstep: Class 6 contains 71147 members 
Mstep: Class 7 contains 26433 members 
Mstep: Class 8 contains 49919 members 
Mstep: Class 9 contains 35557 members 
Mstep: Class 10 contains 43340 members 
Mstep: Class 11 contains 22900 members 
Mstep: Class 12 contains 197846 members 
Mstep: Class 13 contains 38147 members 
Mstep: Class 14 contains 181077 members 
Mstep: Class 15 contains 109053 members 
Mstep: Class 16 contains 241991 members 
Mstep: Class 17 contains 22006 members 
Mstep: Class 18 contains 31884 members 
Mstep: Class 19 contains 69379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156891760.000000 Penalty: 60275.996094
Iteration 25Q: 18 clusters Score -1.568918e+08 nChanged 32646
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 327732 members 
Mstep: Class 2 contains 116194 members 
Mstep: Class 4 contains 41406 members 
Mstep: Class 6 contains 70655 members 
Mstep: Class 7 contains 27636 members 
Mstep: Class 8 contains 47772 members 
Mstep: Class 9 contains 36928 members 
Mstep: Class 10 contains 40810 members 
Mstep: Class 11 contains 22649 members 
Mstep: Class 12 contains 199753 members 
Mstep: Class 13 contains 38664 members 
Mstep: Class 14 contains 173496 members 
Mstep: Class 15 contains 109134 members 
Mstep: Class 16 contains 242087 members 
Mstep: Class 17 contains 22348 members 
Mstep: Class 18 contains 31916 members 
Mstep: Class 19 contains 69221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156898672.000000 Penalty: 60275.996094
Iteration 26Q: 18 clusters Score -1.568987e+08 nChanged 30385
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328316 members 
Mstep: Class 2 contains 122626 members 
Mstep: Class 4 contains 40884 members 
Mstep: Class 6 contains 70331 members 
Mstep: Class 7 contains 28887 members 
Mstep: Class 8 contains 45651 members 
Mstep: Class 9 contains 38401 members 
Mstep: Class 10 contains 38650 members 
Mstep: Class 11 contains 22446 members 
Mstep: Class 12 contains 201390 members 
Mstep: Class 13 contains 39107 members 
Mstep: Class 14 contains 166539 members 
Mstep: Class 15 contains 109106 members 
Mstep: Class 16 contains 242412 members 
Mstep: Class 17 contains 22605 members 
Mstep: Class 18 contains 31926 members 
Mstep: Class 19 contains 69124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156905792.000000 Penalty: 60275.996094
Iteration 27Q: 18 clusters Score -1.569058e+08 nChanged 28631
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328384 members 
Mstep: Class 2 contains 128879 members 
Mstep: Class 4 contains 40364 members 
Mstep: Class 6 contains 70112 members 
Mstep: Class 7 contains 30094 members 
Mstep: Class 8 contains 43575 members 
Mstep: Class 9 contains 39903 members 
Mstep: Class 10 contains 36742 members 
Mstep: Class 11 contains 22278 members 
Mstep: Class 12 contains 202888 members 
Mstep: Class 13 contains 39467 members 
Mstep: Class 14 contains 160184 members 
Mstep: Class 15 contains 108894 members 
Mstep: Class 16 contains 242840 members 
Mstep: Class 17 contains 22739 members 
Mstep: Class 18 contains 31954 members 
Mstep: Class 19 contains 69104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156912304.000000 Penalty: 60275.996094
Iteration 28Q: 18 clusters Score -1.569123e+08 nChanged 26994
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328638 members 
Mstep: Class 2 contains 134921 members 
Mstep: Class 4 contains 39834 members 
Mstep: Class 6 contains 69863 members 
Mstep: Class 7 contains 31152 members 
Mstep: Class 8 contains 41543 members 
Mstep: Class 9 contains 41496 members 
Mstep: Class 10 contains 35045 members 
Mstep: Class 11 contains 22115 members 
Mstep: Class 12 contains 204207 members 
Mstep: Class 13 contains 39710 members 
Mstep: Class 14 contains 154215 members 
Mstep: Class 15 contains 108515 members 
Mstep: Class 16 contains 243236 members 
Mstep: Class 17 contains 22887 members 
Mstep: Class 18 contains 31987 members 
Mstep: Class 19 contains 69037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156919536.000000 Penalty: 60275.996094
Iteration 29Q: 18 clusters Score -1.569195e+08 nChanged 25666
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 328994 members 
Mstep: Class 2 contains 140553 members 
Mstep: Class 4 contains 39262 members 
Mstep: Class 6 contains 69658 members 
Mstep: Class 7 contains 32090 members 
Mstep: Class 8 contains 39688 members 
Mstep: Class 9 contains 43134 members 
Mstep: Class 10 contains 33588 members 
Mstep: Class 11 contains 21983 members 
Mstep: Class 12 contains 205529 members 
Mstep: Class 13 contains 39862 members 
Mstep: Class 14 contains 148720 members 
Mstep: Class 15 contains 107917 members 
Mstep: Class 16 contains 243372 members 
Mstep: Class 17 contains 23077 members 
Mstep: Class 18 contains 31998 members 
Mstep: Class 19 contains 68976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156925904.000000 Penalty: 60275.996094
Iteration 30Q: 18 clusters Score -1.569259e+08 nChanged 24283
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329369 members 
Mstep: Class 2 contains 145755 members 
Mstep: Class 4 contains 38704 members 
Mstep: Class 6 contains 69504 members 
Mstep: Class 7 contains 32893 members 
Mstep: Class 8 contains 37888 members 
Mstep: Class 9 contains 44859 members 
Mstep: Class 10 contains 32290 members 
Mstep: Class 11 contains 21873 members 
Mstep: Class 12 contains 206823 members 
Mstep: Class 13 contains 39957 members 
Mstep: Class 14 contains 143834 members 
Mstep: Class 15 contains 107073 members 
Mstep: Class 16 contains 243434 members 
Mstep: Class 17 contains 23294 members 
Mstep: Class 18 contains 31979 members 
Mstep: Class 19 contains 68872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156931792.000000 Penalty: 60275.996094
Iteration 31Q: 18 clusters Score -1.569318e+08 nChanged 22922
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329687 members 
Mstep: Class 2 contains 150624 members 
Mstep: Class 4 contains 38131 members 
Mstep: Class 6 contains 69353 members 
Mstep: Class 7 contains 33544 members 
Mstep: Class 8 contains 36218 members 
Mstep: Class 9 contains 46595 members 
Mstep: Class 10 contains 31130 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 207883 members 
Mstep: Class 13 contains 40002 members 
Mstep: Class 14 contains 139551 members 
Mstep: Class 15 contains 106096 members 
Mstep: Class 16 contains 243593 members 
Mstep: Class 17 contains 23545 members 
Mstep: Class 18 contains 31959 members 
Mstep: Class 19 contains 68724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156936432.000000 Penalty: 60275.996094
Iteration 32Q: 18 clusters Score -1.569364e+08 nChanged 21021
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329977 members 
Mstep: Class 2 contains 154939 members 
Mstep: Class 4 contains 37623 members 
Mstep: Class 6 contains 69232 members 
Mstep: Class 7 contains 34002 members 
Mstep: Class 8 contains 34641 members 
Mstep: Class 9 contains 48321 members 
Mstep: Class 10 contains 30113 members 
Mstep: Class 11 contains 21738 members 
Mstep: Class 12 contains 208843 members 
Mstep: Class 13 contains 40020 members 
Mstep: Class 14 contains 135910 members 
Mstep: Class 15 contains 105016 members 
Mstep: Class 16 contains 243698 members 
Mstep: Class 17 contains 23876 members 
Mstep: Class 18 contains 31904 members 
Mstep: Class 19 contains 68548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156940832.000000 Penalty: 60275.996094
Iteration 33Q: 18 clusters Score -1.569408e+08 nChanged 19241
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 330173 members 
Mstep: Class 2 contains 158941 members 
Mstep: Class 4 contains 37134 members 
Mstep: Class 6 contains 69136 members 
Mstep: Class 7 contains 34332 members 
Mstep: Class 8 contains 33202 members 
Mstep: Class 9 contains 49997 members 
Mstep: Class 10 contains 29157 members 
Mstep: Class 11 contains 21698 members 
Mstep: Class 12 contains 209777 members 
Mstep: Class 13 contains 40001 members 
Mstep: Class 14 contains 132938 members 
Mstep: Class 15 contains 103743 members 
Mstep: Class 16 contains 243793 members 
Mstep: Class 17 contains 24178 members 
Mstep: Class 18 contains 31829 members 
Mstep: Class 19 contains 68372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156945168.000000 Penalty: 60275.996094
Iteration 34Q: 18 clusters Score -1.569452e+08 nChanged 17444
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 330192 members 
Mstep: Class 2 contains 162620 members 
Mstep: Class 4 contains 36738 members 
Mstep: Class 6 contains 69034 members 
Mstep: Class 7 contains 34564 members 
Mstep: Class 8 contains 31899 members 
Mstep: Class 9 contains 51524 members 
Mstep: Class 10 contains 28370 members 
Mstep: Class 11 contains 21643 members 
Mstep: Class 12 contains 210571 members 
Mstep: Class 13 contains 39950 members 
Mstep: Class 14 contains 130604 members 
Mstep: Class 15 contains 102400 members 
Mstep: Class 16 contains 243814 members 
Mstep: Class 17 contains 24560 members 
Mstep: Class 18 contains 31730 members 
Mstep: Class 19 contains 68188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156948768.000000 Penalty: 60275.996094
Iteration 35Q: 18 clusters Score -1.569488e+08 nChanged 15992
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329942 members 
Mstep: Class 2 contains 166011 members 
Mstep: Class 4 contains 36441 members 
Mstep: Class 6 contains 68909 members 
Mstep: Class 7 contains 34754 members 
Mstep: Class 8 contains 30726 members 
Mstep: Class 9 contains 52851 members 
Mstep: Class 10 contains 27692 members 
Mstep: Class 11 contains 21612 members 
Mstep: Class 12 contains 211373 members 
Mstep: Class 13 contains 39832 members 
Mstep: Class 14 contains 128744 members 
Mstep: Class 15 contains 100913 members 
Mstep: Class 16 contains 244016 members 
Mstep: Class 17 contains 24927 members 
Mstep: Class 18 contains 31621 members 
Mstep: Class 19 contains 68037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156951472.000000 Penalty: 60275.996094
Iteration 36Q: 18 clusters Score -1.569515e+08 nChanged 14451
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329745 members 
Mstep: Class 2 contains 169031 members 
Mstep: Class 4 contains 36237 members 
Mstep: Class 6 contains 68749 members 
Mstep: Class 7 contains 34866 members 
Mstep: Class 8 contains 29676 members 
Mstep: Class 9 contains 54063 members 
Mstep: Class 10 contains 27167 members 
Mstep: Class 11 contains 21582 members 
Mstep: Class 12 contains 212080 members 
Mstep: Class 13 contains 39712 members 
Mstep: Class 14 contains 127307 members 
Mstep: Class 15 contains 99309 members 
Mstep: Class 16 contains 244260 members 
Mstep: Class 17 contains 25270 members 
Mstep: Class 18 contains 31512 members 
Mstep: Class 19 contains 67835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156954352.000000 Penalty: 60275.996094
Iteration 37Q: 18 clusters Score -1.569544e+08 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329367 members 
Mstep: Class 2 contains 171958 members 
Mstep: Class 4 contains 36066 members 
Mstep: Class 6 contains 68644 members 
Mstep: Class 7 contains 34917 members 
Mstep: Class 8 contains 28736 members 
Mstep: Class 9 contains 55208 members 
Mstep: Class 10 contains 26798 members 
Mstep: Class 11 contains 21555 members 
Mstep: Class 12 contains 212740 members 
Mstep: Class 13 contains 39616 members 
Mstep: Class 14 contains 126158 members 
Mstep: Class 15 contains 97578 members 
Mstep: Class 16 contains 244471 members 
Mstep: Class 17 contains 25553 members 
Mstep: Class 18 contains 31379 members 
Mstep: Class 19 contains 67657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156957808.000000 Penalty: 60275.996094
Iteration 38Q: 18 clusters Score -1.569578e+08 nChanged 12653
Entering ConstructFrom: 
Score: -156957808.000000 Penalty: 60275.996094
Entering ConstructFrom: 
Trying to split cluster 1 (329002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329002 members 
Entering Unmasked Estep 
Score: -32723824.000000 Penalty: 3150.547119
	Iteration 0F: 2 clusters Score -3.272382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 164833 members 
Entering Unmasked Estep 
Score: -32507836.000000 Penalty: 6301.094238
	Iteration 0F: 3 clusters Score -3.250784e+07 nChanged 159583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153646 members 
Mstep: Class 2 contains 175356 members 
Entering Unmasked Estep 
Score: -32603128.000000 Penalty: 6301.094238
	Iteration 1F: 3 clusters Score -3.260313e+07 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147271 members 
Mstep: Class 2 contains 181731 members 
Entering Unmasked Estep 
Score: -32605758.000000 Penalty: 6301.094238
	Iteration 2Q: 3 clusters Score -3.260576e+07 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137642 members 
Mstep: Class 2 contains 191360 members 
Entering Unmasked Estep 
Score: -32610032.000000 Penalty: 6301.094238
	Iteration 3Q: 3 clusters Score -3.261003e+07 nChanged 16444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123724 members 
Mstep: Class 2 contains 205278 members 
Entering Unmasked Estep 
Score: -32617272.000000 Penalty: 6301.094238
	Iteration 4Q: 3 clusters Score -3.261727e+07 nChanged 20800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 224134 members 
Entering Unmasked Estep 
Score: -32628982.000000 Penalty: 6301.094238
	Iteration 5F: 3 clusters Score -3.262898e+07 nChanged 24552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 247406 members 
Entering Unmasked Estep 
Score: -32646524.000000 Penalty: 6301.094238
	Iteration 6F: 3 clusters Score -3.264652e+07 nChanged 25867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 272487 members 
Entering Unmasked Estep 
Score: -32668530.000000 Penalty: 6301.094238
	Iteration 7F: 3 clusters Score -3.266853e+07 nChanged 22911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 295084 members 
Entering Unmasked Estep 
Score: -32689962.000000 Penalty: 6301.094238
	Iteration 8F: 3 clusters Score -3.268996e+07 nChanged 16473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 311455 members 
Entering Unmasked Estep 
Score: -32706116.000000 Penalty: 6301.094238
	Iteration 9F: 3 clusters Score -3.270612e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 320759 members 
Entering Unmasked Estep 
Score: -32715818.000000 Penalty: 6301.094238
	Iteration 10Q: 3 clusters Score -3.271582e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 325141 members 
Entering Unmasked Estep 
Score: -32719500.000000 Penalty: 6301.094238
	Iteration 11Q: 3 clusters Score -3.27195e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 326895 members 
Entering Unmasked Estep 
Score: -32720752.000000 Penalty: 6301.094238
	Iteration 12Q: 3 clusters Score -3.272075e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 327618 members 
Entering Unmasked Estep 
Score: -32721148.000000 Penalty: 6301.094238
	Iteration 13Q: 3 clusters Score -3.272115e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 327879 members 
Entering Unmasked Estep 
Score: -32721430.000000 Penalty: 6301.094238
	Iteration 14Q: 3 clusters Score -3.272143e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 327984 members 
Entering Unmasked Estep 
Score: -32721610.000000 Penalty: 6301.094238
	Iteration 15Q: 3 clusters Score -3.272161e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 328024 members 
Entering Unmasked Estep 
Score: -32721662.000000 Penalty: 6301.094238
	Iteration 16Q: 3 clusters Score -3.272166e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 328035 members 
Entering Unmasked Estep 
Score: -32721684.000000 Penalty: 6301.094238
	Iteration 17Q: 3 clusters Score -3.272168e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 328040 members 
Entering Unmasked Estep 
Score: -32721730.000000 Penalty: 6301.094238
	Iteration 18Q: 3 clusters Score -3.272173e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 328040 members 
Entering Unmasked Estep 
Score: -32721748.000000 Penalty: 6301.094238
	Iteration 19Q: 3 clusters Score -3.272175e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 328044 members 
Entering Unmasked Estep 
Score: -32721812.000000 Penalty: 6301.094238
	Iteration 20F: 3 clusters Score -3.272181e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 328051 members 
Entering Unmasked Estep 
Score: -32721872.000000 Penalty: 6301.094238
	Iteration 21Q: 3 clusters Score -3.272187e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 328058 members 
Entering Unmasked Estep 
Score: -32721890.000000 Penalty: 6301.094238
	Iteration 22Q: 3 clusters Score -3.272189e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 328074 members 
Entering Unmasked Estep 
Score: -32721902.000000 Penalty: 6301.094238
	Iteration 23Q: 3 clusters Score -3.27219e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 328082 members 
Entering Unmasked Estep 
Score: -32721922.000000 Penalty: 6301.094238
	Iteration 24Q: 3 clusters Score -3.272192e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 328086 members 
Entering Unmasked Estep 
Score: -32721948.000000 Penalty: 6301.094238
	Iteration 25Q: 3 clusters Score -3.272195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 328083 members 
Entering Unmasked Estep 
Score: -32721986.000000 Penalty: 6301.094238
	Iteration 26Q: 3 clusters Score -3.272199e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 328084 members 
Entering Unmasked Estep 
Score: -32722004.000000 Penalty: 6301.094238
	Iteration 27Q: 3 clusters Score -3.2722e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 328088 members 
Entering Unmasked Estep 
Score: -32722028.000000 Penalty: 6301.094238
	Iteration 28Q: 3 clusters Score -3.272203e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 328080 members 
Entering Unmasked Estep 
Score: -32722048.000000 Penalty: 6301.094238
	Iteration 29Q: 3 clusters Score -3.272205e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 328076 members 
Entering Unmasked Estep 
Score: -32722092.000000 Penalty: 6301.094238
	Iteration 30Q: 3 clusters Score -3.272209e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 328063 members 
Entering Unmasked Estep 
Score: -32722094.000000 Penalty: 6301.094238
	Iteration 31Q: 3 clusters Score -3.272209e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 328063 members 
Entering Unmasked Estep 
Score: -32722084.000000 Penalty: 6301.094238
	Iteration 32Q: 3 clusters Score -3.272208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 328055 members 
Entering Unmasked Estep 
Score: -32722090.000000 Penalty: 6301.094238
	Iteration 33Q: 3 clusters Score -3.272209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 328048 members 
Entering Unmasked Estep 
Score: -32722094.000000 Penalty: 6301.094238
	Iteration 34Q: 3 clusters Score -3.272209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 328044 members 
Entering Unmasked Estep 
Score: -32722116.000000 Penalty: 6301.094238
	Iteration 35Q: 3 clusters Score -3.272212e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 328028 members 
Entering Unmasked Estep 
Score: -32722160.000000 Penalty: 6301.094238
	Iteration 36Q: 3 clusters Score -3.272216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 328021 members 
Entering Unmasked Estep 
Score: -32722158.000000 Penalty: 6301.094238
	Iteration 37Q: 3 clusters Score -3.272216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 328012 members 
Entering Unmasked Estep 
Score: -32722144.000000 Penalty: 6301.094238
	Iteration 38Q: 3 clusters Score -3.272214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 328011 members 
Entering Unmasked Estep 
Score: -32722148.000000 Penalty: 6301.094238
	Iteration 39Q: 3 clusters Score -3.272215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 328011 members 
Entering Unmasked Estep 
Score: -32722164.000000 Penalty: 6301.094238
	Iteration 40F: 3 clusters Score -3.272216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 328012 members 
Entering Unmasked Estep 
Score: -32722162.000000 Penalty: 6301.094238
	Iteration 41Q: 3 clusters Score -3.272216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 328011 members 
Entering Unmasked Estep 
Score: -32722170.000000 Penalty: 6301.094238
	Iteration 42Q: 3 clusters Score -3.272217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 328008 members 
Entering Unmasked Estep 
Score: -32722168.000000 Penalty: 6301.094238
	Iteration 43Q: 3 clusters Score -3.272217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 328006 members 
Entering Unmasked Estep 
Score: -32722176.000000 Penalty: 6301.094238
	Iteration 44Q: 3 clusters Score -3.272218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 328002 members 
Entering Unmasked Estep 
Score: -32722188.000000 Penalty: 6301.094238
	Iteration 45Q: 3 clusters Score -3.272219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 328000 members 
Entering Unmasked Estep 
Score: -32722190.000000 Penalty: 6301.094238
	Iteration 46Q: 3 clusters Score -3.272219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 327999 members 
Entering Unmasked Estep 
Score: -32722186.000000 Penalty: 6301.094238
	Iteration 47Q: 3 clusters Score -3.272219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 327997 members 
Entering Unmasked Estep 
Score: -32722210.000000 Penalty: 6301.094238
	Iteration 48Q: 3 clusters Score -3.272221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 327994 members 
Entering Unmasked Estep 
Score: -32722212.000000 Penalty: 6301.094238
	Iteration 49Q: 3 clusters Score -3.272221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 327992 members 
Entering Unmasked Estep 
Score: -32722204.000000 Penalty: 6301.094238
	Iteration 50Q: 3 clusters Score -3.27222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 327992 members 
Entering Unmasked Estep 
Score: -32722204.000000 Penalty: 6301.094238
	Iteration 51F: 3 clusters Score -3.27222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (174722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174722 members 
Entering Unmasked Estep 
Score: -17676014.000000 Penalty: 2993.595947
	Iteration 0F: 2 clusters Score -1.767601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87345 members 
Mstep: Class 2 contains 87377 members 
Entering Unmasked Estep 
Score: -17559206.000000 Penalty: 5987.191895
	Iteration 0F: 3 clusters Score -1.755921e+07 nChanged 83912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 89405 members 
Entering Unmasked Estep 
Score: -17607634.000000 Penalty: 5987.191895
	Iteration 1F: 3 clusters Score -1.760763e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 90420 members 
Entering Unmasked Estep 
Score: -17608438.000000 Penalty: 5987.191895
	Iteration 2Q: 3 clusters Score -1.760844e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82775 members 
Mstep: Class 2 contains 91947 members 
Entering Unmasked Estep 
Score: -17609386.000000 Penalty: 5987.191895
	Iteration 3Q: 3 clusters Score -1.760939e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 94099 members 
Entering Unmasked Estep 
Score: -17610462.000000 Penalty: 5987.191895
	Iteration 4Q: 3 clusters Score -1.761046e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 97252 members 
Entering Unmasked Estep 
Score: -17611892.000000 Penalty: 5987.191895
	Iteration 5Q: 3 clusters Score -1.761189e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72679 members 
Mstep: Class 2 contains 102043 members 
Entering Unmasked Estep 
Score: -17614020.000000 Penalty: 5987.191895
	Iteration 6Q: 3 clusters Score -1.761402e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65743 members 
Mstep: Class 2 contains 108979 members 
Entering Unmasked Estep 
Score: -17617580.000000 Penalty: 5987.191895
	Iteration 7Q: 3 clusters Score -1.761758e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 118671 members 
Entering Unmasked Estep 
Score: -17623846.000000 Penalty: 5987.191895
	Iteration 8F: 3 clusters Score -1.762385e+07 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 131160 members 
Entering Unmasked Estep 
Score: -17633294.000000 Penalty: 5987.191895
	Iteration 9F: 3 clusters Score -1.763329e+07 nChanged 14033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 145153 members 
Entering Unmasked Estep 
Score: -17645816.000000 Penalty: 5987.191895
	Iteration 10F: 3 clusters Score -1.764582e+07 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 157866 members 
Entering Unmasked Estep 
Score: -17657710.000000 Penalty: 5987.191895
	Iteration 11F: 3 clusters Score -1.765771e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 166664 members 
Entering Unmasked Estep 
Score: -17666178.000000 Penalty: 5987.191895
	Iteration 12F: 3 clusters Score -1.766618e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 171368 members 
Entering Unmasked Estep 
Score: -17670656.000000 Penalty: 5987.191895
	Iteration 13Q: 3 clusters Score -1.767066e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 173309 members 
Entering Unmasked Estep 
Score: -17672262.000000 Penalty: 5987.191895
	Iteration 14Q: 3 clusters Score -1.767226e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 174033 members 
Entering Unmasked Estep 
Score: -17672928.000000 Penalty: 5987.191895
	Iteration 15Q: 3 clusters Score -1.767293e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 174248 members 
Entering Unmasked Estep 
Score: -17673144.000000 Penalty: 5987.191895
	Iteration 16Q: 3 clusters Score -1.767314e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 174321 members 
Entering Unmasked Estep 
Score: -17673234.000000 Penalty: 5987.191895
	Iteration 17Q: 3 clusters Score -1.767323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 174342 members 
Entering Unmasked Estep 
Score: -17673282.000000 Penalty: 5987.191895
	Iteration 18Q: 3 clusters Score -1.767328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 174354 members 
Entering Unmasked Estep 
Score: -17673306.000000 Penalty: 5987.191895
	Iteration 19Q: 3 clusters Score -1.767331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 174364 members 
Entering Unmasked Estep 
Score: -17673314.000000 Penalty: 5987.191895
	Iteration 20F: 3 clusters Score -1.767331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 174369 members 
Entering Unmasked Estep 
Score: -17673312.000000 Penalty: 5987.191895
	Iteration 21Q: 3 clusters Score -1.767331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 174374 members 
Entering Unmasked Estep 
Score: -17673304.000000 Penalty: 5987.191895
	Iteration 22Q: 3 clusters Score -1.76733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 174376 members 
Entering Unmasked Estep 
Score: -17673306.000000 Penalty: 5987.191895
	Iteration 23Q: 3 clusters Score -1.767331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 174378 members 
Entering Unmasked Estep 
Score: -17673318.000000 Penalty: 5987.191895
	Iteration 24Q: 3 clusters Score -1.767332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 174380 members 
Entering Unmasked Estep 
Score: -17673324.000000 Penalty: 5987.191895
	Iteration 25Q: 3 clusters Score -1.767332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 174382 members 
Entering Unmasked Estep 
Score: -17673320.000000 Penalty: 5987.191895
	Iteration 26Q: 3 clusters Score -1.767332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 174384 members 
Entering Unmasked Estep 
Score: -17673318.000000 Penalty: 5987.191895
	Iteration 27Q: 3 clusters Score -1.767332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 174386 members 
Entering Unmasked Estep 
Score: -17673328.000000 Penalty: 5987.191895
	Iteration 28Q: 3 clusters Score -1.767333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 174388 members 
Entering Unmasked Estep 
Score: -17673324.000000 Penalty: 5987.191895
	Iteration 29Q: 3 clusters Score -1.767332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174390 members 
Entering Unmasked Estep 
Score: -17673322.000000 Penalty: 5987.191895
	Iteration 30Q: 3 clusters Score -1.767332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 174394 members 
Entering Unmasked Estep 
Score: -17673342.000000 Penalty: 5987.191895
	Iteration 31Q: 3 clusters Score -1.767334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 174398 members 
Entering Unmasked Estep 
Score: -17673350.000000 Penalty: 5987.191895
	Iteration 32Q: 3 clusters Score -1.767335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 174399 members 
Entering Unmasked Estep 
Score: -17673356.000000 Penalty: 5987.191895
	Iteration 33Q: 3 clusters Score -1.767336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 174404 members 
Entering Unmasked Estep 
Score: -17673370.000000 Penalty: 5987.191895
	Iteration 34Q: 3 clusters Score -1.767337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 174406 members 
Entering Unmasked Estep 
Score: -17673372.000000 Penalty: 5987.191895
	Iteration 35Q: 3 clusters Score -1.767337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 174410 members 
Entering Unmasked Estep 
Score: -17673364.000000 Penalty: 5987.191895
	Iteration 36Q: 3 clusters Score -1.767336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 174412 members 
Entering Unmasked Estep 
Score: -17673362.000000 Penalty: 5987.191895
	Iteration 37Q: 3 clusters Score -1.767336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 174416 members 
Entering Unmasked Estep 
Score: -17673368.000000 Penalty: 5987.191895
	Iteration 38Q: 3 clusters Score -1.767337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 174416 members 
Entering Unmasked Estep 
Score: -17673364.000000 Penalty: 5987.191895
	Iteration 39Q: 3 clusters Score -1.767336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 174415 members 
Entering Unmasked Estep 
Score: -17673362.000000 Penalty: 5987.191895
	Iteration 40F: 3 clusters Score -1.767336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Entering Unmasked Estep 
Score: -3458083.000000 Penalty: 2601.532715
	Iteration 0F: 2 clusters Score -3458083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3433607.250000 Penalty: 5203.065430
	Iteration 0F: 3 clusters Score -3433607 nChanged 16450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -3443654.000000 Penalty: 5203.065430
	Iteration 1F: 3 clusters Score -3443654 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3445605.750000 Penalty: 5203.065430
	Iteration 2F: 3 clusters Score -3445606 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3448405.250000 Penalty: 5203.065430
	Iteration 3F: 3 clusters Score -3448405 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3451333.750000 Penalty: 5203.065430
	Iteration 4F: 3 clusters Score -3451334 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3453786.500000 Penalty: 5203.065430
	Iteration 5F: 3 clusters Score -3453786 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3455976.500000 Penalty: 5203.065430
	Iteration 6F: 3 clusters Score -3455976 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3457989.750000 Penalty: 5203.065430
	Iteration 7F: 3 clusters Score -3457990 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3459491.500000 Penalty: 5203.065430
	Iteration 8Q: 3 clusters Score -3459492 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3460367.750000 Penalty: 5203.065430
	Iteration 9Q: 3 clusters Score -3460368 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -3461028.750000 Penalty: 5203.065430
	Iteration 10Q: 3 clusters Score -3461029 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3461658.250000 Penalty: 5203.065430
	Iteration 11Q: 3 clusters Score -3461658 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3462190.500000 Penalty: 5203.065430
	Iteration 12Q: 3 clusters Score -3462190 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3462503.500000 Penalty: 5203.065430
	Iteration 13Q: 3 clusters Score -3462504 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3462677.500000 Penalty: 5203.065430
	Iteration 14Q: 3 clusters Score -3462678 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3462803.500000 Penalty: 5203.065430
	Iteration 15Q: 3 clusters Score -3462804 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3462895.250000 Penalty: 5203.065430
	Iteration 16Q: 3 clusters Score -3462895 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3462948.250000 Penalty: 5203.065430
	Iteration 17Q: 3 clusters Score -3462948 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3463017.750000 Penalty: 5203.065430
	Iteration 18Q: 3 clusters Score -3463018 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3463078.000000 Penalty: 5203.065430
	Iteration 19Q: 3 clusters Score -3463078 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3463132.000000 Penalty: 5203.065430
	Iteration 20F: 3 clusters Score -3463132 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3463202.000000 Penalty: 5203.065430
	Iteration 21Q: 3 clusters Score -3463202 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3463243.250000 Penalty: 5203.065430
	Iteration 22Q: 3 clusters Score -3463243 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -3463273.750000 Penalty: 5203.065430
	Iteration 23Q: 3 clusters Score -3463274 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -3463304.000000 Penalty: 5203.065430
	Iteration 24Q: 3 clusters Score -3463304 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3463346.750000 Penalty: 5203.065430
	Iteration 25Q: 3 clusters Score -3463347 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -3463379.250000 Penalty: 5203.065430
	Iteration 26Q: 3 clusters Score -3463379 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -3463409.000000 Penalty: 5203.065430
	Iteration 27Q: 3 clusters Score -3463409 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3463454.500000 Penalty: 5203.065430
	Iteration 28Q: 3 clusters Score -3463454 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3463475.500000 Penalty: 5203.065430
	Iteration 29Q: 3 clusters Score -3463476 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -3463515.750000 Penalty: 5203.065430
	Iteration 30Q: 3 clusters Score -3463516 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -3463576.750000 Penalty: 5203.065430
	Iteration 31Q: 3 clusters Score -3463577 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3463601.750000 Penalty: 5203.065430
	Iteration 32Q: 3 clusters Score -3463602 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -3463628.500000 Penalty: 5203.065430
	Iteration 33Q: 3 clusters Score -3463628 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -3463661.250000 Penalty: 5203.065430
	Iteration 34Q: 3 clusters Score -3463661 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -3463687.000000 Penalty: 5203.065430
	Iteration 35Q: 3 clusters Score -3463687 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3463710.500000 Penalty: 5203.065430
	Iteration 36Q: 3 clusters Score -3463710 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3463738.750000 Penalty: 5203.065430
	Iteration 37Q: 3 clusters Score -3463739 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3463771.500000 Penalty: 5203.065430
	Iteration 38Q: 3 clusters Score -3463772 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3463791.500000 Penalty: 5203.065430
	Iteration 39Q: 3 clusters Score -3463792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3463802.500000 Penalty: 5203.065430
	Iteration 40F: 3 clusters Score -3463802 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3463816.000000 Penalty: 5203.065430
	Iteration 41Q: 3 clusters Score -3463816 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3463826.000000 Penalty: 5203.065430
	Iteration 42Q: 3 clusters Score -3463826 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3463851.750000 Penalty: 5203.065430
	Iteration 43Q: 3 clusters Score -3463852 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3463863.000000 Penalty: 5203.065430
	Iteration 44Q: 3 clusters Score -3463863 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3463888.750000 Penalty: 5203.065430
	Iteration 45Q: 3 clusters Score -3463889 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -3463902.750000 Penalty: 5203.065430
	Iteration 46Q: 3 clusters Score -3463903 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -3463913.250000 Penalty: 5203.065430
	Iteration 47Q: 3 clusters Score -3463913 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3463924.250000 Penalty: 5203.065430
	Iteration 48Q: 3 clusters Score -3463924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3463929.750000 Penalty: 5203.065430
	Iteration 49Q: 3 clusters Score -3463930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3463944.250000 Penalty: 5203.065430
	Iteration 50Q: 3 clusters Score -3463944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3463947.000000 Penalty: 5203.065430
	Iteration 51Q: 3 clusters Score -3463947 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -3463951.250000 Penalty: 5203.065430
	Iteration 52Q: 3 clusters Score -3463951 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3463967.000000 Penalty: 5203.065430
	Iteration 53Q: 3 clusters Score -3463967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3463975.500000 Penalty: 5203.065430
	Iteration 54Q: 3 clusters Score -3463976 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -3463966.750000 Penalty: 5203.065430
	Iteration 55Q: 3 clusters Score -3463967 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3463973.000000 Penalty: 5203.065430
	Iteration 56Q: 3 clusters Score -3463973 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -3463976.500000 Penalty: 5203.065430
	Iteration 57Q: 3 clusters Score -3463976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3463975.500000 Penalty: 5203.065430
	Iteration 58Q: 3 clusters Score -3463976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3463976.750000 Penalty: 5203.065430
	Iteration 59Q: 3 clusters Score -3463977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3463980.500000 Penalty: 5203.065430
	Iteration 60F: 3 clusters Score -3463980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -3463978.750000 Penalty: 5203.065430
	Iteration 61Q: 3 clusters Score -3463979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3463983.750000 Penalty: 5203.065430
	Iteration 62Q: 3 clusters Score -3463984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3463976.250000 Penalty: 5203.065430
	Iteration 63Q: 3 clusters Score -3463976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3463982.250000 Penalty: 5203.065430
	Iteration 64Q: 3 clusters Score -3463982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3463985.500000 Penalty: 5203.065430
	Iteration 65Q: 3 clusters Score -3463986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -3463985.250000 Penalty: 5203.065430
	Iteration 66Q: 3 clusters Score -3463985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3463989.750000 Penalty: 5203.065430
	Iteration 67Q: 3 clusters Score -3463990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -3463990.000000 Penalty: 5203.065430
	Iteration 68Q: 3 clusters Score -3463990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3463993.000000 Penalty: 5203.065430
	Iteration 69Q: 3 clusters Score -3463993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3463993.250000 Penalty: 5203.065430
	Iteration 70Q: 3 clusters Score -3463993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3463991.000000 Penalty: 5203.065430
	Iteration 71Q: 3 clusters Score -3463991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3463989.250000 Penalty: 5203.065430
	Iteration 72Q: 3 clusters Score -3463989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3463995.250000 Penalty: 5203.065430
	Iteration 73Q: 3 clusters Score -3463995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3463992.750000 Penalty: 5203.065430
	Iteration 74Q: 3 clusters Score -3463993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3463992.750000 Penalty: 5203.065430
	Iteration 75F: 3 clusters Score -3463993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329002 members 
Mstep: Class 2 contains 174722 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 6 contains 68544 members 
Mstep: Class 7 contains 34954 members 
Mstep: Class 8 contains 27895 members 
Mstep: Class 9 contains 56237 members 
Mstep: Class 10 contains 26546 members 
Mstep: Class 11 contains 21526 members 
Mstep: Class 12 contains 213365 members 
Mstep: Class 13 contains 39513 members 
Mstep: Class 14 contains 125240 members 
Mstep: Class 15 contains 95631 members 
Mstep: Class 16 contains 244740 members 
Mstep: Class 17 contains 25792 members 
Mstep: Class 18 contains 31263 members 
Mstep: Class 19 contains 67475 members 
Entering Unmasked Estep 
Score: -156964144.000000 Penalty: 63821.640625
Splitting cluster 4 changes total score from -156957808.000000 to -156964144.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 6 (68544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68544 members 
Entering Unmasked Estep 
Score: -6883163.000000 Penalty: 2761.537354
	Iteration 0F: 2 clusters Score -6883163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -6837088.500000 Penalty: 5523.074707
	Iteration 0F: 3 clusters Score -6837088 nChanged 32213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -6855286.500000 Penalty: 5523.074707
	Iteration 1F: 3 clusters Score -6855286 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -6856370.000000 Penalty: 5523.074707
	Iteration 2Q: 3 clusters Score -6856370 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -6857957.000000 Penalty: 5523.074707
	Iteration 3Q: 3 clusters Score -6857957 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -6860387.000000 Penalty: 5523.074707
	Iteration 4F: 3 clusters Score -6860387 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -6863788.500000 Penalty: 5523.074707
	Iteration 5F: 3 clusters Score -6863788 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -6868033.000000 Penalty: 5523.074707
	Iteration 6F: 3 clusters Score -6868033 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -6872413.000000 Penalty: 5523.074707
	Iteration 7F: 3 clusters Score -6872413 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -6876038.000000 Penalty: 5523.074707
	Iteration 8F: 3 clusters Score -6876038 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -6878310.500000 Penalty: 5523.074707
	Iteration 9Q: 3 clusters Score -6878310 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 58082 members 
Entering Unmasked Estep 
Score: -6879664.500000 Penalty: 5523.074707
	Iteration 10Q: 3 clusters Score -6879664 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -6880359.000000 Penalty: 5523.074707
	Iteration 11Q: 3 clusters Score -6880359 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -6880732.000000 Penalty: 5523.074707
	Iteration 12Q: 3 clusters Score -6880732 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 59892 members 
Entering Unmasked Estep 
Score: -6880955.000000 Penalty: 5523.074707
	Iteration 13Q: 3 clusters Score -6880955 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -6881115.000000 Penalty: 5523.074707
	Iteration 14Q: 3 clusters Score -6881115 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -6881203.000000 Penalty: 5523.074707
	Iteration 15Q: 3 clusters Score -6881203 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -6881272.000000 Penalty: 5523.074707
	Iteration 16Q: 3 clusters Score -6881272 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -6881328.500000 Penalty: 5523.074707
	Iteration 17Q: 3 clusters Score -6881328 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -6881380.500000 Penalty: 5523.074707
	Iteration 18Q: 3 clusters Score -6881380 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -6881433.000000 Penalty: 5523.074707
	Iteration 19Q: 3 clusters Score -6881433 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -6881468.000000 Penalty: 5523.074707
	Iteration 20F: 3 clusters Score -6881468 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 61795 members 
Entering Unmasked Estep 
Score: -6881468.500000 Penalty: 5523.074707
	Iteration 21Q: 3 clusters Score -6881468 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -6881468.000000 Penalty: 5523.074707
	Iteration 22Q: 3 clusters Score -6881468 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -6881482.500000 Penalty: 5523.074707
	Iteration 23Q: 3 clusters Score -6881482 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -6881499.000000 Penalty: 5523.074707
	Iteration 24Q: 3 clusters Score -6881499 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 62325 members 
Entering Unmasked Estep 
Score: -6881521.000000 Penalty: 5523.074707
	Iteration 25Q: 3 clusters Score -6881521 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -6881555.000000 Penalty: 5523.074707
	Iteration 26Q: 3 clusters Score -6881555 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 62549 members 
Entering Unmasked Estep 
Score: -6881579.000000 Penalty: 5523.074707
	Iteration 27Q: 3 clusters Score -6881579 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -6881608.500000 Penalty: 5523.074707
	Iteration 28Q: 3 clusters Score -6881608 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -6881598.000000 Penalty: 5523.074707
	Iteration 29Q: 3 clusters Score -6881598 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -6881632.500000 Penalty: 5523.074707
	Iteration 30Q: 3 clusters Score -6881632 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -6881653.500000 Penalty: 5523.074707
	Iteration 31Q: 3 clusters Score -6881654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -6881660.000000 Penalty: 5523.074707
	Iteration 32Q: 3 clusters Score -6881660 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -6881691.500000 Penalty: 5523.074707
	Iteration 33Q: 3 clusters Score -6881692 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -6881681.500000 Penalty: 5523.074707
	Iteration 34Q: 3 clusters Score -6881682 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -6881680.500000 Penalty: 5523.074707
	Iteration 35Q: 3 clusters Score -6881680 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -6881695.000000 Penalty: 5523.074707
	Iteration 36Q: 3 clusters Score -6881695 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -6881718.000000 Penalty: 5523.074707
	Iteration 37Q: 3 clusters Score -6881718 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -6881751.500000 Penalty: 5523.074707
	Iteration 38Q: 3 clusters Score -6881752 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -6881761.000000 Penalty: 5523.074707
	Iteration 39Q: 3 clusters Score -6881761 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -6881755.500000 Penalty: 5523.074707
	Iteration 40F: 3 clusters Score -6881756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -6881744.000000 Penalty: 5523.074707
	Iteration 41Q: 3 clusters Score -6881744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -6881753.500000 Penalty: 5523.074707
	Iteration 42Q: 3 clusters Score -6881754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 63818 members 
Entering Unmasked Estep 
Score: -6881751.500000 Penalty: 5523.074707
	Iteration 43Q: 3 clusters Score -6881752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -6881756.000000 Penalty: 5523.074707
	Iteration 44Q: 3 clusters Score -6881756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -6881769.500000 Penalty: 5523.074707
	Iteration 45Q: 3 clusters Score -6881770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -6881783.000000 Penalty: 5523.074707
	Iteration 46Q: 3 clusters Score -6881783 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -6881795.500000 Penalty: 5523.074707
	Iteration 47Q: 3 clusters Score -6881796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -6881785.000000 Penalty: 5523.074707
	Iteration 48Q: 3 clusters Score -6881785 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -6881793.500000 Penalty: 5523.074707
	Iteration 49Q: 3 clusters Score -6881794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -6881794.500000 Penalty: 5523.074707
	Iteration 50Q: 3 clusters Score -6881794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -6881813.000000 Penalty: 5523.074707
	Iteration 51Q: 3 clusters Score -6881813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -6881831.000000 Penalty: 5523.074707
	Iteration 52Q: 3 clusters Score -6881831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -6881842.000000 Penalty: 5523.074707
	Iteration 53Q: 3 clusters Score -6881842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 64352 members 
Entering Unmasked Estep 
Score: -6881834.500000 Penalty: 5523.074707
	Iteration 54Q: 3 clusters Score -6881834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -6881845.500000 Penalty: 5523.074707
	Iteration 55Q: 3 clusters Score -6881846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -6881853.500000 Penalty: 5523.074707
	Iteration 56Q: 3 clusters Score -6881854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -6881855.500000 Penalty: 5523.074707
	Iteration 57Q: 3 clusters Score -6881856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
Score: -6881844.500000 Penalty: 5523.074707
	Iteration 58Q: 3 clusters Score -6881844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -6881856.000000 Penalty: 5523.074707
	Iteration 59Q: 3 clusters Score -6881856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -6881861.500000 Penalty: 5523.074707
	Iteration 60F: 3 clusters Score -6881862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -6881881.000000 Penalty: 5523.074707
	Iteration 61Q: 3 clusters Score -6881881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -6881900.500000 Penalty: 5523.074707
	Iteration 62Q: 3 clusters Score -6881900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -6881892.000000 Penalty: 5523.074707
	Iteration 63Q: 3 clusters Score -6881892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -6881900.000000 Penalty: 5523.074707
	Iteration 64Q: 3 clusters Score -6881900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -6881908.500000 Penalty: 5523.074707
	Iteration 65Q: 3 clusters Score -6881908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -6881919.500000 Penalty: 5523.074707
	Iteration 66Q: 3 clusters Score -6881920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -6881934.500000 Penalty: 5523.074707
	Iteration 67Q: 3 clusters Score -6881934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -6881932.000000 Penalty: 5523.074707
	Iteration 68Q: 3 clusters Score -6881932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -6881934.500000 Penalty: 5523.074707
	Iteration 69Q: 3 clusters Score -6881934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -6881928.500000 Penalty: 5523.074707
	Iteration 70Q: 3 clusters Score -6881928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -6881932.500000 Penalty: 5523.074707
	Iteration 71Q: 3 clusters Score -6881932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -6881922.000000 Penalty: 5523.074707
	Iteration 72Q: 3 clusters Score -6881922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -6881925.000000 Penalty: 5523.074707
	Iteration 73Q: 3 clusters Score -6881925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -6881925.000000 Penalty: 5523.074707
	Iteration 74Q: 3 clusters Score -6881925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -6881929.500000 Penalty: 5523.074707
	Iteration 75Q: 3 clusters Score -6881930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -6881933.500000 Penalty: 5523.074707
	Iteration 76Q: 3 clusters Score -6881934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -6881933.500000 Penalty: 5523.074707
	Iteration 77F: 3 clusters Score -6881934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Entering Unmasked Estep 
Score: -3292725.500000 Penalty: 2594.523438
	Iteration 0F: 2 clusters Score -3292726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3269085.500000 Penalty: 5189.046875
	Iteration 0F: 3 clusters Score -3269086 nChanged 15773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -3278817.000000 Penalty: 5189.046875
	Iteration 1F: 3 clusters Score -3278817 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3281436.250000 Penalty: 5189.046875
	Iteration 2F: 3 clusters Score -3281436 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -3285635.000000 Penalty: 5189.046875
	Iteration 3F: 3 clusters Score -3285635 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3289663.250000 Penalty: 5189.046875
	Iteration 4F: 3 clusters Score -3289663 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3291961.500000 Penalty: 5189.046875
	Iteration 5F: 3 clusters Score -3291962 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3293096.750000 Penalty: 5189.046875
	Iteration 6F: 3 clusters Score -3293097 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3293739.250000 Penalty: 5189.046875
	Iteration 7Q: 3 clusters Score -3293739 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3294224.250000 Penalty: 5189.046875
	Iteration 8Q: 3 clusters Score -3294224 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3294657.000000 Penalty: 5189.046875
	Iteration 9Q: 3 clusters Score -3294657 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3295034.250000 Penalty: 5189.046875
	Iteration 10Q: 3 clusters Score -3295034 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -3295291.250000 Penalty: 5189.046875
	Iteration 11Q: 3 clusters Score -3295291 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3295514.250000 Penalty: 5189.046875
	Iteration 12Q: 3 clusters Score -3295514 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3295675.500000 Penalty: 5189.046875
	Iteration 13Q: 3 clusters Score -3295676 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -3295790.500000 Penalty: 5189.046875
	Iteration 14Q: 3 clusters Score -3295790 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3295925.500000 Penalty: 5189.046875
	Iteration 15Q: 3 clusters Score -3295926 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3296024.000000 Penalty: 5189.046875
	Iteration 16Q: 3 clusters Score -3296024 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3296083.000000 Penalty: 5189.046875
	Iteration 17Q: 3 clusters Score -3296083 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -3296144.500000 Penalty: 5189.046875
	Iteration 18Q: 3 clusters Score -3296144 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3296205.250000 Penalty: 5189.046875
	Iteration 19Q: 3 clusters Score -3296205 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3296252.500000 Penalty: 5189.046875
	Iteration 20F: 3 clusters Score -3296252 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -3296282.500000 Penalty: 5189.046875
	Iteration 21Q: 3 clusters Score -3296282 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3296302.000000 Penalty: 5189.046875
	Iteration 22Q: 3 clusters Score -3296302 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3296316.750000 Penalty: 5189.046875
	Iteration 23Q: 3 clusters Score -3296317 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -3296320.500000 Penalty: 5189.046875
	Iteration 24Q: 3 clusters Score -3296320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3296329.250000 Penalty: 5189.046875
	Iteration 25Q: 3 clusters Score -3296329 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3296346.500000 Penalty: 5189.046875
	Iteration 26Q: 3 clusters Score -3296346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3296338.000000 Penalty: 5189.046875
	Iteration 27Q: 3 clusters Score -3296338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3296345.250000 Penalty: 5189.046875
	Iteration 28Q: 3 clusters Score -3296345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3296343.000000 Penalty: 5189.046875
	Iteration 29Q: 3 clusters Score -3296343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3296337.500000 Penalty: 5189.046875
	Iteration 30Q: 3 clusters Score -3296338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3296343.250000 Penalty: 5189.046875
	Iteration 31Q: 3 clusters Score -3296343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -3296340.250000 Penalty: 5189.046875
	Iteration 32Q: 3 clusters Score -3296340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3296335.250000 Penalty: 5189.046875
	Iteration 33Q: 3 clusters Score -3296335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3296333.750000 Penalty: 5189.046875
	Iteration 34Q: 3 clusters Score -3296334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3296334.500000 Penalty: 5189.046875
	Iteration 35Q: 3 clusters Score -3296334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3296343.000000 Penalty: 5189.046875
	Iteration 36Q: 3 clusters Score -3296343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -3296343.750000 Penalty: 5189.046875
	Iteration 37Q: 3 clusters Score -3296344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -3296347.500000 Penalty: 5189.046875
	Iteration 38Q: 3 clusters Score -3296348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -3296349.500000 Penalty: 5189.046875
	Iteration 39Q: 3 clusters Score -3296350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3296351.750000 Penalty: 5189.046875
	Iteration 40F: 3 clusters Score -3296352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3296353.000000 Penalty: 5189.046875
	Iteration 41Q: 3 clusters Score -3296353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -3296354.500000 Penalty: 5189.046875
	Iteration 42Q: 3 clusters Score -3296354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3296354.000000 Penalty: 5189.046875
	Iteration 43Q: 3 clusters Score -3296354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3296354.000000 Penalty: 5189.046875
	Iteration 44F: 3 clusters Score -3296354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329002 members 
Mstep: Class 2 contains 174722 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 68544 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 27895 members 
Mstep: Class 9 contains 56237 members 
Mstep: Class 10 contains 26546 members 
Mstep: Class 11 contains 21526 members 
Mstep: Class 12 contains 213365 members 
Mstep: Class 13 contains 39513 members 
Mstep: Class 14 contains 125240 members 
Mstep: Class 15 contains 95631 members 
Mstep: Class 16 contains 244740 members 
Mstep: Class 17 contains 25792 members 
Mstep: Class 18 contains 31263 members 
Mstep: Class 19 contains 67475 members 
Entering Unmasked Estep 
Score: -156965072.000000 Penalty: 67367.289062
Splitting cluster 7 changes total score from -156957808.000000 to -156965072.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (27895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Entering Unmasked Estep 
Score: -2615214.000000 Penalty: 2538.578369
	Iteration 0F: 2 clusters Score -2615214 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 13981 members 
Entering Unmasked Estep 
Score: -2596148.250000 Penalty: 5077.156738
	Iteration 0F: 3 clusters Score -2596148 nChanged 12596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2604763.750000 Penalty: 5077.156738
	Iteration 1F: 3 clusters Score -2604764 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2608986.500000 Penalty: 5077.156738
	Iteration 2F: 3 clusters Score -2608986 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2617940.000000 Penalty: 5077.156738
	Iteration 3F: 3 clusters Score -2617940 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2626264.250000 Penalty: 5077.156738
	Iteration 4F: 3 clusters Score -2626264 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2630041.500000 Penalty: 5077.156738
	Iteration 5F: 3 clusters Score -2630042 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2631654.250000 Penalty: 5077.156738
	Iteration 6F: 3 clusters Score -2631654 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2632661.500000 Penalty: 5077.156738
	Iteration 7Q: 3 clusters Score -2632662 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2633236.000000 Penalty: 5077.156738
	Iteration 8Q: 3 clusters Score -2633236 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2633411.000000 Penalty: 5077.156738
	Iteration 9Q: 3 clusters Score -2633411 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2633505.000000 Penalty: 5077.156738
	Iteration 10Q: 3 clusters Score -2633505 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2633566.500000 Penalty: 5077.156738
	Iteration 11Q: 3 clusters Score -2633566 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2633629.250000 Penalty: 5077.156738
	Iteration 12Q: 3 clusters Score -2633629 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2633683.500000 Penalty: 5077.156738
	Iteration 13Q: 3 clusters Score -2633684 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2633724.500000 Penalty: 5077.156738
	Iteration 14Q: 3 clusters Score -2633724 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2633772.250000 Penalty: 5077.156738
	Iteration 15Q: 3 clusters Score -2633772 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2633816.500000 Penalty: 5077.156738
	Iteration 16Q: 3 clusters Score -2633816 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2633853.250000 Penalty: 5077.156738
	Iteration 17Q: 3 clusters Score -2633853 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2633915.250000 Penalty: 5077.156738
	Iteration 18Q: 3 clusters Score -2633915 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2633952.250000 Penalty: 5077.156738
	Iteration 19Q: 3 clusters Score -2633952 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2634019.500000 Penalty: 5077.156738
	Iteration 20F: 3 clusters Score -2634020 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2634075.750000 Penalty: 5077.156738
	Iteration 21Q: 3 clusters Score -2634076 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2634124.000000 Penalty: 5077.156738
	Iteration 22Q: 3 clusters Score -2634124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2634155.250000 Penalty: 5077.156738
	Iteration 23Q: 3 clusters Score -2634155 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2634180.250000 Penalty: 5077.156738
	Iteration 24Q: 3 clusters Score -2634180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2634223.750000 Penalty: 5077.156738
	Iteration 25Q: 3 clusters Score -2634224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2634272.750000 Penalty: 5077.156738
	Iteration 26Q: 3 clusters Score -2634273 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2634332.500000 Penalty: 5077.156738
	Iteration 27Q: 3 clusters Score -2634332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2634380.500000 Penalty: 5077.156738
	Iteration 28Q: 3 clusters Score -2634380 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2634426.500000 Penalty: 5077.156738
	Iteration 29Q: 3 clusters Score -2634426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2634472.000000 Penalty: 5077.156738
	Iteration 30Q: 3 clusters Score -2634472 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2634523.250000 Penalty: 5077.156738
	Iteration 31Q: 3 clusters Score -2634523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2634582.250000 Penalty: 5077.156738
	Iteration 32Q: 3 clusters Score -2634582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2634594.750000 Penalty: 5077.156738
	Iteration 33Q: 3 clusters Score -2634595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2634600.000000 Penalty: 5077.156738
	Iteration 34Q: 3 clusters Score -2634600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2634607.000000 Penalty: 5077.156738
	Iteration 35Q: 3 clusters Score -2634607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2634607.000000 Penalty: 5077.156738
	Iteration 36Q: 3 clusters Score -2634607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2634607.750000 Penalty: 5077.156738
	Iteration 37Q: 3 clusters Score -2634608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2634604.500000 Penalty: 5077.156738
	Iteration 38Q: 3 clusters Score -2634604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2634604.750000 Penalty: 5077.156738
	Iteration 39Q: 3 clusters Score -2634605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2634607.250000 Penalty: 5077.156738
	Iteration 40F: 3 clusters Score -2634607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329002 members 
Mstep: Class 2 contains 174722 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 68544 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 23099 members 
Mstep: Class 9 contains 56237 members 
Mstep: Class 10 contains 26546 members 
Mstep: Class 11 contains 21526 members 
Mstep: Class 12 contains 213365 members 
Mstep: Class 13 contains 39513 members 
Mstep: Class 14 contains 125240 members 
Mstep: Class 15 contains 95631 members 
Mstep: Class 16 contains 244740 members 
Mstep: Class 17 contains 25792 members 
Mstep: Class 18 contains 31263 members 
Mstep: Class 19 contains 67475 members 
Mstep: Class 20 contains 4796 members 
Entering Unmasked Estep 
Score: -156983104.000000 Penalty: 70912.937500
Splitting cluster 8 changes total score from -156957808.000000 to -156983104.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 9 (56237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Entering Unmasked Estep 
Score: -5515690.000000 Penalty: 2712.458008
	Iteration 0F: 2 clusters Score -5515690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -5477759.500000 Penalty: 5424.916016
	Iteration 0F: 3 clusters Score -5477760 nChanged 26099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -5492862.000000 Penalty: 5424.916016
	Iteration 1F: 3 clusters Score -5492862 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -5494041.000000 Penalty: 5424.916016
	Iteration 2F: 3 clusters Score -5494041 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -5495816.500000 Penalty: 5424.916016
	Iteration 3F: 3 clusters Score -5495816 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -5498486.000000 Penalty: 5424.916016
	Iteration 4F: 3 clusters Score -5498486 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -5501892.000000 Penalty: 5424.916016
	Iteration 5F: 3 clusters Score -5501892 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -5505464.500000 Penalty: 5424.916016
	Iteration 6F: 3 clusters Score -5505464 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -5508289.500000 Penalty: 5424.916016
	Iteration 7F: 3 clusters Score -5508290 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -5510128.500000 Penalty: 5424.916016
	Iteration 8F: 3 clusters Score -5510128 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -5511236.000000 Penalty: 5424.916016
	Iteration 9Q: 3 clusters Score -5511236 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -5511831.500000 Penalty: 5424.916016
	Iteration 10Q: 3 clusters Score -5511832 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -5512150.500000 Penalty: 5424.916016
	Iteration 11Q: 3 clusters Score -5512150 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -5512407.000000 Penalty: 5424.916016
	Iteration 12Q: 3 clusters Score -5512407 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -5512705.000000 Penalty: 5424.916016
	Iteration 13Q: 3 clusters Score -5512705 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -5512976.500000 Penalty: 5424.916016
	Iteration 14Q: 3 clusters Score -5512976 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -5513257.000000 Penalty: 5424.916016
	Iteration 15Q: 3 clusters Score -5513257 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -5513577.000000 Penalty: 5424.916016
	Iteration 16Q: 3 clusters Score -5513577 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -5513892.000000 Penalty: 5424.916016
	Iteration 17Q: 3 clusters Score -5513892 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -5514270.500000 Penalty: 5424.916016
	Iteration 18Q: 3 clusters Score -5514270 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -5514598.500000 Penalty: 5424.916016
	Iteration 19Q: 3 clusters Score -5514598 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -5514933.000000 Penalty: 5424.916016
	Iteration 20F: 3 clusters Score -5514933 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -5515299.000000 Penalty: 5424.916016
	Iteration 21Q: 3 clusters Score -5515299 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -5515583.000000 Penalty: 5424.916016
	Iteration 22Q: 3 clusters Score -5515583 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -5515850.500000 Penalty: 5424.916016
	Iteration 23Q: 3 clusters Score -5515850 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -5516116.000000 Penalty: 5424.916016
	Iteration 24Q: 3 clusters Score -5516116 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -5516261.500000 Penalty: 5424.916016
	Iteration 25Q: 3 clusters Score -5516262 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -5516366.000000 Penalty: 5424.916016
	Iteration 26Q: 3 clusters Score -5516366 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -5516443.000000 Penalty: 5424.916016
	Iteration 27Q: 3 clusters Score -5516443 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -5516484.500000 Penalty: 5424.916016
	Iteration 28Q: 3 clusters Score -5516484 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -5516494.500000 Penalty: 5424.916016
	Iteration 29Q: 3 clusters Score -5516494 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -5516522.500000 Penalty: 5424.916016
	Iteration 30Q: 3 clusters Score -5516522 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -5516557.500000 Penalty: 5424.916016
	Iteration 31Q: 3 clusters Score -5516558 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -5516565.500000 Penalty: 5424.916016
	Iteration 32Q: 3 clusters Score -5516566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -5516562.500000 Penalty: 5424.916016
	Iteration 33Q: 3 clusters Score -5516562 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -5516568.500000 Penalty: 5424.916016
	Iteration 34Q: 3 clusters Score -5516568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -5516571.500000 Penalty: 5424.916016
	Iteration 35Q: 3 clusters Score -5516572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -5516564.000000 Penalty: 5424.916016
	Iteration 36Q: 3 clusters Score -5516564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -5516567.500000 Penalty: 5424.916016
	Iteration 37Q: 3 clusters Score -5516568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -5516577.500000 Penalty: 5424.916016
	Iteration 38Q: 3 clusters Score -5516578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -5516577.500000 Penalty: 5424.916016
	Iteration 39Q: 3 clusters Score -5516578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -5516581.500000 Penalty: 5424.916016
	Iteration 40F: 3 clusters Score -5516582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -5516577.500000 Penalty: 5424.916016
	Iteration 41Q: 3 clusters Score -5516578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5516574.500000 Penalty: 5424.916016
	Iteration 42Q: 3 clusters Score -5516574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -5516579.000000 Penalty: 5424.916016
	Iteration 43Q: 3 clusters Score -5516579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -5516584.000000 Penalty: 5424.916016
	Iteration 44Q: 3 clusters Score -5516584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -5516590.000000 Penalty: 5424.916016
	Iteration 45Q: 3 clusters Score -5516590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -5516587.000000 Penalty: 5424.916016
	Iteration 46Q: 3 clusters Score -5516587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -5516583.500000 Penalty: 5424.916016
	Iteration 47Q: 3 clusters Score -5516584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -5516579.500000 Penalty: 5424.916016
	Iteration 48Q: 3 clusters Score -5516580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -5516581.000000 Penalty: 5424.916016
	Iteration 49Q: 3 clusters Score -5516581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -5516589.000000 Penalty: 5424.916016
	Iteration 50Q: 3 clusters Score -5516589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -5516596.500000 Penalty: 5424.916016
	Iteration 51Q: 3 clusters Score -5516596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -5516586.000000 Penalty: 5424.916016
	Iteration 52Q: 3 clusters Score -5516586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -5516588.500000 Penalty: 5424.916016
	Iteration 53Q: 3 clusters Score -5516588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -5516587.000000 Penalty: 5424.916016
	Iteration 54Q: 3 clusters Score -5516587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -5516589.000000 Penalty: 5424.916016
	Iteration 55Q: 3 clusters Score -5516589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -5516587.000000 Penalty: 5424.916016
	Iteration 56Q: 3 clusters Score -5516587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -5516586.500000 Penalty: 5424.916016
	Iteration 57Q: 3 clusters Score -5516586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -5516589.500000 Penalty: 5424.916016
	Iteration 58Q: 3 clusters Score -5516590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -5516587.000000 Penalty: 5424.916016
	Iteration 59Q: 3 clusters Score -5516587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -5516586.000000 Penalty: 5424.916016
	Iteration 60F: 3 clusters Score -5516586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -5516587.500000 Penalty: 5424.916016
	Iteration 61Q: 3 clusters Score -5516588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -5516582.500000 Penalty: 5424.916016
	Iteration 62Q: 3 clusters Score -5516582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -5516584.000000 Penalty: 5424.916016
	Iteration 63Q: 3 clusters Score -5516584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -5516587.500000 Penalty: 5424.916016
	Iteration 64Q: 3 clusters Score -5516588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -5516588.500000 Penalty: 5424.916016
	Iteration 65Q: 3 clusters Score -5516588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -5516588.000000 Penalty: 5424.916016
	Iteration 66Q: 3 clusters Score -5516588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -5516583.500000 Penalty: 5424.916016
	Iteration 67Q: 3 clusters Score -5516584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -5516582.000000 Penalty: 5424.916016
	Iteration 68Q: 3 clusters Score -5516582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -5516591.500000 Penalty: 5424.916016
	Iteration 69Q: 3 clusters Score -5516592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -5516587.000000 Penalty: 5424.916016
	Iteration 70Q: 3 clusters Score -5516587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -5516585.000000 Penalty: 5424.916016
	Iteration 71Q: 3 clusters Score -5516585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -5516583.500000 Penalty: 5424.916016
	Iteration 72Q: 3 clusters Score -5516584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -5516582.000000 Penalty: 5424.916016
	Iteration 73Q: 3 clusters Score -5516582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -5516584.000000 Penalty: 5424.916016
	Iteration 74Q: 3 clusters Score -5516584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -5516583.500000 Penalty: 5424.916016
	Iteration 75Q: 3 clusters Score -5516584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -5516587.000000 Penalty: 5424.916016
	Iteration 76Q: 3 clusters Score -5516587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -5516585.000000 Penalty: 5424.916016
	Iteration 77Q: 3 clusters Score -5516585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -5516585.000000 Penalty: 5424.916016
	Iteration 78F: 3 clusters Score -5516585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329002 members 
Mstep: Class 2 contains 174722 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 68544 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 23099 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 26546 members 
Mstep: Class 11 contains 21526 members 
Mstep: Class 12 contains 213365 members 
Mstep: Class 13 contains 39513 members 
Mstep: Class 14 contains 125240 members 
Mstep: Class 15 contains 95631 members 
Mstep: Class 16 contains 244740 members 
Mstep: Class 17 contains 25792 members 
Mstep: Class 18 contains 31263 members 
Mstep: Class 19 contains 67475 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 15709 members 
Entering Unmasked Estep 
Score: -156983008.000000 Penalty: 74458.578125
Splitting cluster 9 changes total score from -156957808.000000 to -156983008.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (26546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Entering Unmasked Estep 
Score: -2573252.250000 Penalty: 2526.285156
	Iteration 0F: 2 clusters Score -2573252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2554906.250000 Penalty: 5052.570312
	Iteration 0F: 3 clusters Score -2554906 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2561446.000000 Penalty: 5052.570312
	Iteration 1F: 3 clusters Score -2561446 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2561885.250000 Penalty: 5052.570312
	Iteration 2Q: 3 clusters Score -2561885 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2562297.750000 Penalty: 5052.570312
	Iteration 3Q: 3 clusters Score -2562298 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2562901.500000 Penalty: 5052.570312
	Iteration 4Q: 3 clusters Score -2562902 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2563873.500000 Penalty: 5052.570312
	Iteration 5F: 3 clusters Score -2563874 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2565182.000000 Penalty: 5052.570312
	Iteration 6F: 3 clusters Score -2565182 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2566604.500000 Penalty: 5052.570312
	Iteration 7F: 3 clusters Score -2566604 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2567963.000000 Penalty: 5052.570312
	Iteration 8F: 3 clusters Score -2567963 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2569035.250000 Penalty: 5052.570312
	Iteration 9F: 3 clusters Score -2569035 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2569813.250000 Penalty: 5052.570312
	Iteration 10F: 3 clusters Score -2569813 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2570340.250000 Penalty: 5052.570312
	Iteration 11Q: 3 clusters Score -2570340 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2570768.250000 Penalty: 5052.570312
	Iteration 12Q: 3 clusters Score -2570768 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2571151.750000 Penalty: 5052.570312
	Iteration 13Q: 3 clusters Score -2571152 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2571527.000000 Penalty: 5052.570312
	Iteration 14Q: 3 clusters Score -2571527 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2571866.750000 Penalty: 5052.570312
	Iteration 15Q: 3 clusters Score -2571867 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2572168.500000 Penalty: 5052.570312
	Iteration 16Q: 3 clusters Score -2572168 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2572451.000000 Penalty: 5052.570312
	Iteration 17Q: 3 clusters Score -2572451 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2572687.250000 Penalty: 5052.570312
	Iteration 18Q: 3 clusters Score -2572687 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2572871.500000 Penalty: 5052.570312
	Iteration 19Q: 3 clusters Score -2572872 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2573040.000000 Penalty: 5052.570312
	Iteration 20F: 3 clusters Score -2573040 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2573190.000000 Penalty: 5052.570312
	Iteration 21Q: 3 clusters Score -2573190 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2573304.000000 Penalty: 5052.570312
	Iteration 22Q: 3 clusters Score -2573304 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2573393.000000 Penalty: 5052.570312
	Iteration 23Q: 3 clusters Score -2573393 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2573459.000000 Penalty: 5052.570312
	Iteration 24Q: 3 clusters Score -2573459 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2573508.250000 Penalty: 5052.570312
	Iteration 25Q: 3 clusters Score -2573508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2573541.000000 Penalty: 5052.570312
	Iteration 26Q: 3 clusters Score -2573541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2573550.250000 Penalty: 5052.570312
	Iteration 27Q: 3 clusters Score -2573550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2573565.750000 Penalty: 5052.570312
	Iteration 28Q: 3 clusters Score -2573566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2573568.750000 Penalty: 5052.570312
	Iteration 29Q: 3 clusters Score -2573569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2573579.000000 Penalty: 5052.570312
	Iteration 30Q: 3 clusters Score -2573579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2573583.500000 Penalty: 5052.570312
	Iteration 31Q: 3 clusters Score -2573584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2573586.750000 Penalty: 5052.570312
	Iteration 32Q: 3 clusters Score -2573587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2573587.750000 Penalty: 5052.570312
	Iteration 33Q: 3 clusters Score -2573588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2573592.750000 Penalty: 5052.570312
	Iteration 34Q: 3 clusters Score -2573593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2573595.250000 Penalty: 5052.570312
	Iteration 35Q: 3 clusters Score -2573595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2573600.250000 Penalty: 5052.570312
	Iteration 36Q: 3 clusters Score -2573600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2573599.250000 Penalty: 5052.570312
	Iteration 37Q: 3 clusters Score -2573599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2573598.000000 Penalty: 5052.570312
	Iteration 38Q: 3 clusters Score -2573598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2573599.250000 Penalty: 5052.570312
	Iteration 39Q: 3 clusters Score -2573599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2573599.250000 Penalty: 5052.570312
	Iteration 40F: 3 clusters Score -2573599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329002 members 
Mstep: Class 2 contains 174722 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 68544 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 23099 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 25569 members 
Mstep: Class 11 contains 21526 members 
Mstep: Class 12 contains 213365 members 
Mstep: Class 13 contains 39513 members 
Mstep: Class 14 contains 125240 members 
Mstep: Class 15 contains 95631 members 
Mstep: Class 16 contains 244740 members 
Mstep: Class 17 contains 25792 members 
Mstep: Class 18 contains 31263 members 
Mstep: Class 19 contains 67475 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 977 members 
Entering Unmasked Estep 
Score: -156981520.000000 Penalty: 78004.226562
Splitting cluster 10 changes total score from -156957808.000000 to -156981520.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (21526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Entering Unmasked Estep 
Score: -1852664.125000 Penalty: 2474.300049
	Iteration 0F: 2 clusters Score -1852664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1837749.000000 Penalty: 4948.600098
	Iteration 0F: 3 clusters Score -1837749 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1844414.875000 Penalty: 4948.600098
	Iteration 1F: 3 clusters Score -1844415 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1847426.875000 Penalty: 4948.600098
	Iteration 2F: 3 clusters Score -1847427 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1849893.625000 Penalty: 4948.600098
	Iteration 3F: 3 clusters Score -1849894 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1851565.875000 Penalty: 4948.600098
	Iteration 4F: 3 clusters Score -1851566 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1852564.125000 Penalty: 4948.600098
	Iteration 5F: 3 clusters Score -1852564 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1853195.375000 Penalty: 4948.600098
	Iteration 6Q: 3 clusters Score -1853195 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1853683.875000 Penalty: 4948.600098
	Iteration 7Q: 3 clusters Score -1853684 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1854119.625000 Penalty: 4948.600098
	Iteration 8Q: 3 clusters Score -1854120 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1854485.000000 Penalty: 4948.600098
	Iteration 9Q: 3 clusters Score -1854485 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1854766.500000 Penalty: 4948.600098
	Iteration 10Q: 3 clusters Score -1854766 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1854941.500000 Penalty: 4948.600098
	Iteration 11Q: 3 clusters Score -1854942 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1855051.000000 Penalty: 4948.600098
	Iteration 12Q: 3 clusters Score -1855051 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1855124.750000 Penalty: 4948.600098
	Iteration 13Q: 3 clusters Score -1855125 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1855172.000000 Penalty: 4948.600098
	Iteration 14Q: 3 clusters Score -1855172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1855205.375000 Penalty: 4948.600098
	Iteration 15Q: 3 clusters Score -1855205 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1855213.625000 Penalty: 4948.600098
	Iteration 16Q: 3 clusters Score -1855214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1855226.750000 Penalty: 4948.600098
	Iteration 17Q: 3 clusters Score -1855227 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1855241.125000 Penalty: 4948.600098
	Iteration 18Q: 3 clusters Score -1855241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1855249.000000 Penalty: 4948.600098
	Iteration 19Q: 3 clusters Score -1855249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1855260.875000 Penalty: 4948.600098
	Iteration 20F: 3 clusters Score -1855261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1855259.875000 Penalty: 4948.600098
	Iteration 21Q: 3 clusters Score -1855260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1855259.625000 Penalty: 4948.600098
	Iteration 22Q: 3 clusters Score -1855260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1855258.250000 Penalty: 4948.600098
	Iteration 23Q: 3 clusters Score -1855258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1855262.375000 Penalty: 4948.600098
	Iteration 24Q: 3 clusters Score -1855262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1855263.875000 Penalty: 4948.600098
	Iteration 25Q: 3 clusters Score -1855264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1855268.000000 Penalty: 4948.600098
	Iteration 26Q: 3 clusters Score -1855268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1855263.875000 Penalty: 4948.600098
	Iteration 27Q: 3 clusters Score -1855264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1855266.125000 Penalty: 4948.600098
	Iteration 28Q: 3 clusters Score -1855266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1855266.875000 Penalty: 4948.600098
	Iteration 29Q: 3 clusters Score -1855267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1855266.250000 Penalty: 4948.600098
	Iteration 30Q: 3 clusters Score -1855266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1855268.250000 Penalty: 4948.600098
	Iteration 31Q: 3 clusters Score -1855268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1855269.125000 Penalty: 4948.600098
	Iteration 32Q: 3 clusters Score -1855269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1855266.000000 Penalty: 4948.600098
	Iteration 33Q: 3 clusters Score -1855266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1855271.125000 Penalty: 4948.600098
	Iteration 34Q: 3 clusters Score -1855271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1855273.625000 Penalty: 4948.600098
	Iteration 35Q: 3 clusters Score -1855274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1855272.875000 Penalty: 4948.600098
	Iteration 36Q: 3 clusters Score -1855273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1855269.625000 Penalty: 4948.600098
	Iteration 37Q: 3 clusters Score -1855270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1855275.250000 Penalty: 4948.600098
	Iteration 38Q: 3 clusters Score -1855275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1855272.125000 Penalty: 4948.600098
	Iteration 39Q: 3 clusters Score -1855272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1855272.375000 Penalty: 4948.600098
	Iteration 40F: 3 clusters Score -1855272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1855272.625000 Penalty: 4948.600098
	Iteration 41Q: 3 clusters Score -1855273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1855274.000000 Penalty: 4948.600098
	Iteration 42Q: 3 clusters Score -1855274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1855274.000000 Penalty: 4948.600098
	Iteration 43F: 3 clusters Score -1855274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329002 members 
Mstep: Class 2 contains 174722 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 68544 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 23099 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 25569 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 213365 members 
Mstep: Class 13 contains 39513 members 
Mstep: Class 14 contains 125240 members 
Mstep: Class 15 contains 95631 members 
Mstep: Class 16 contains 244740 members 
Mstep: Class 17 contains 25792 members 
Mstep: Class 18 contains 31263 members 
Mstep: Class 19 contains 67475 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 3056 members 
Entering Unmasked Estep 
Score: -156982880.000000 Penalty: 81549.875000
Splitting cluster 11 changes total score from -156957808.000000 to -156982880.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (213365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213365 members 
Entering Unmasked Estep 
Score: -21316398.000000 Penalty: 3043.148438
	Iteration 0F: 2 clusters Score -2.13164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106291 members 
Mstep: Class 2 contains 107074 members 
Entering Unmasked Estep 
Score: -21176268.000000 Penalty: 6086.296875
	Iteration 0F: 3 clusters Score -2.117627e+07 nChanged 102559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 116597 members 
Entering Unmasked Estep 
Score: -21238826.000000 Penalty: 6086.296875
	Iteration 1F: 3 clusters Score -2.123883e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 122993 members 
Entering Unmasked Estep 
Score: -21243060.000000 Penalty: 6086.296875
	Iteration 2Q: 3 clusters Score -2.124306e+07 nChanged 13056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 132437 members 
Entering Unmasked Estep 
Score: -21251384.000000 Penalty: 6086.296875
	Iteration 3F: 3 clusters Score -2.125138e+07 nChanged 17188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 145061 members 
Entering Unmasked Estep 
Score: -21265484.000000 Penalty: 6086.296875
	Iteration 4F: 3 clusters Score -2.126548e+07 nChanged 19073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 158806 members 
Entering Unmasked Estep 
Score: -21282726.000000 Penalty: 6086.296875
	Iteration 5F: 3 clusters Score -2.128273e+07 nChanged 16206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 170108 members 
Entering Unmasked Estep 
Score: -21296720.000000 Penalty: 6086.296875
	Iteration 6F: 3 clusters Score -2.129672e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 177606 members 
Entering Unmasked Estep 
Score: -21305344.000000 Penalty: 6086.296875
	Iteration 7F: 3 clusters Score -2.130534e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 182202 members 
Entering Unmasked Estep 
Score: -21310562.000000 Penalty: 6086.296875
	Iteration 8Q: 3 clusters Score -2.131056e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 185274 members 
Entering Unmasked Estep 
Score: -21314228.000000 Penalty: 6086.296875
	Iteration 9Q: 3 clusters Score -2.131423e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 187769 members 
Entering Unmasked Estep 
Score: -21317500.000000 Penalty: 6086.296875
	Iteration 10Q: 3 clusters Score -2.13175e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 189939 members 
Entering Unmasked Estep 
Score: -21320238.000000 Penalty: 6086.296875
	Iteration 11Q: 3 clusters Score -2.132024e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 191880 members 
Entering Unmasked Estep 
Score: -21323264.000000 Penalty: 6086.296875
	Iteration 12Q: 3 clusters Score -2.132326e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 193549 members 
Entering Unmasked Estep 
Score: -21326646.000000 Penalty: 6086.296875
	Iteration 13Q: 3 clusters Score -2.132665e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 194627 members 
Entering Unmasked Estep 
Score: -21328198.000000 Penalty: 6086.296875
	Iteration 14Q: 3 clusters Score -2.13282e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 195290 members 
Entering Unmasked Estep 
Score: -21328490.000000 Penalty: 6086.296875
	Iteration 15Q: 3 clusters Score -2.132849e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 195760 members 
Entering Unmasked Estep 
Score: -21328598.000000 Penalty: 6086.296875
	Iteration 16Q: 3 clusters Score -2.13286e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 196094 members 
Entering Unmasked Estep 
Score: -21328640.000000 Penalty: 6086.296875
	Iteration 17Q: 3 clusters Score -2.132864e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 196331 members 
Entering Unmasked Estep 
Score: -21328648.000000 Penalty: 6086.296875
	Iteration 18Q: 3 clusters Score -2.132865e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 196503 members 
Entering Unmasked Estep 
Score: -21328628.000000 Penalty: 6086.296875
	Iteration 19Q: 3 clusters Score -2.132863e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 196661 members 
Entering Unmasked Estep 
Score: -21328610.000000 Penalty: 6086.296875
	Iteration 20F: 3 clusters Score -2.132861e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 196773 members 
Entering Unmasked Estep 
Score: -21328622.000000 Penalty: 6086.296875
	Iteration 21Q: 3 clusters Score -2.132862e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 196869 members 
Entering Unmasked Estep 
Score: -21328612.000000 Penalty: 6086.296875
	Iteration 22Q: 3 clusters Score -2.132861e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 196936 members 
Entering Unmasked Estep 
Score: -21328616.000000 Penalty: 6086.296875
	Iteration 23Q: 3 clusters Score -2.132862e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 196992 members 
Entering Unmasked Estep 
Score: -21328608.000000 Penalty: 6086.296875
	Iteration 24Q: 3 clusters Score -2.132861e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 197039 members 
Entering Unmasked Estep 
Score: -21328622.000000 Penalty: 6086.296875
	Iteration 25Q: 3 clusters Score -2.132862e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 197078 members 
Entering Unmasked Estep 
Score: -21328612.000000 Penalty: 6086.296875
	Iteration 26Q: 3 clusters Score -2.132861e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 197110 members 
Entering Unmasked Estep 
Score: -21328652.000000 Penalty: 6086.296875
	Iteration 27Q: 3 clusters Score -2.132865e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 197135 members 
Entering Unmasked Estep 
Score: -21328670.000000 Penalty: 6086.296875
	Iteration 28Q: 3 clusters Score -2.132867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 197165 members 
Entering Unmasked Estep 
Score: -21328638.000000 Penalty: 6086.296875
	Iteration 29Q: 3 clusters Score -2.132864e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 197194 members 
Entering Unmasked Estep 
Score: -21328660.000000 Penalty: 6086.296875
	Iteration 30Q: 3 clusters Score -2.132866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 197213 members 
Entering Unmasked Estep 
Score: -21328650.000000 Penalty: 6086.296875
	Iteration 31Q: 3 clusters Score -2.132865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 197228 members 
Entering Unmasked Estep 
Score: -21328658.000000 Penalty: 6086.296875
	Iteration 32Q: 3 clusters Score -2.132866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 197238 members 
Entering Unmasked Estep 
Score: -21328668.000000 Penalty: 6086.296875
	Iteration 33Q: 3 clusters Score -2.132867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 197251 members 
Entering Unmasked Estep 
Score: -21328642.000000 Penalty: 6086.296875
	Iteration 34Q: 3 clusters Score -2.132864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 197271 members 
Entering Unmasked Estep 
Score: -21328670.000000 Penalty: 6086.296875
	Iteration 35Q: 3 clusters Score -2.132867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 197285 members 
Entering Unmasked Estep 
Score: -21328672.000000 Penalty: 6086.296875
	Iteration 36Q: 3 clusters Score -2.132867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 197295 members 
Entering Unmasked Estep 
Score: -21328680.000000 Penalty: 6086.296875
	Iteration 37Q: 3 clusters Score -2.132868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 197303 members 
Entering Unmasked Estep 
Score: -21328682.000000 Penalty: 6086.296875
	Iteration 38Q: 3 clusters Score -2.132868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 197308 members 
Entering Unmasked Estep 
Score: -21328668.000000 Penalty: 6086.296875
	Iteration 39Q: 3 clusters Score -2.132867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 197311 members 
Entering Unmasked Estep 
Score: -21328666.000000 Penalty: 6086.296875
	Iteration 40F: 3 clusters Score -2.132867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 197315 members 
Entering Unmasked Estep 
Score: -21328672.000000 Penalty: 6086.296875
	Iteration 41Q: 3 clusters Score -2.132867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 197326 members 
Entering Unmasked Estep 
Score: -21328672.000000 Penalty: 6086.296875
	Iteration 42Q: 3 clusters Score -2.132867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 197339 members 
Entering Unmasked Estep 
Score: -21328646.000000 Penalty: 6086.296875
	Iteration 43Q: 3 clusters Score -2.132865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 197345 members 
Entering Unmasked Estep 
Score: -21328634.000000 Penalty: 6086.296875
	Iteration 44Q: 3 clusters Score -2.132863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 197349 members 
Entering Unmasked Estep 
Score: -21328630.000000 Penalty: 6086.296875
	Iteration 45Q: 3 clusters Score -2.132863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 197350 members 
Entering Unmasked Estep 
Score: -21328624.000000 Penalty: 6086.296875
	Iteration 46Q: 3 clusters Score -2.132862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 197350 members 
Entering Unmasked Estep 
Score: -21328624.000000 Penalty: 6086.296875
	Iteration 47F: 3 clusters Score -2.132862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329002 members 
Mstep: Class 2 contains 174722 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 68544 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 23099 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 25569 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 16015 members 
Mstep: Class 13 contains 39513 members 
Mstep: Class 14 contains 125240 members 
Mstep: Class 15 contains 95631 members 
Mstep: Class 16 contains 244740 members 
Mstep: Class 17 contains 25792 members 
Mstep: Class 18 contains 31263 members 
Mstep: Class 19 contains 67475 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 197350 members 
Entering Unmasked Estep 
Score: -156994384.000000 Penalty: 85095.523438
Splitting cluster 12 changes total score from -156957808.000000 to -156994384.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (39513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Entering Unmasked Estep 
Score: -3818657.500000 Penalty: 2624.927490
	Iteration 0F: 2 clusters Score -3818658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3792065.000000 Penalty: 5249.854980
	Iteration 0F: 3 clusters Score -3792065 nChanged 18174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -3805366.500000 Penalty: 5249.854980
	Iteration 1F: 3 clusters Score -3805366 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -3811211.000000 Penalty: 5249.854980
	Iteration 2F: 3 clusters Score -3811211 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3816397.500000 Penalty: 5249.854980
	Iteration 3F: 3 clusters Score -3816398 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3819058.000000 Penalty: 5249.854980
	Iteration 4F: 3 clusters Score -3819058 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -3820131.500000 Penalty: 5249.854980
	Iteration 5Q: 3 clusters Score -3820132 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3820731.250000 Penalty: 5249.854980
	Iteration 6Q: 3 clusters Score -3820731 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3821118.000000 Penalty: 5249.854980
	Iteration 7Q: 3 clusters Score -3821118 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -3821424.750000 Penalty: 5249.854980
	Iteration 8Q: 3 clusters Score -3821425 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -3821759.000000 Penalty: 5249.854980
	Iteration 9Q: 3 clusters Score -3821759 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3822067.250000 Penalty: 5249.854980
	Iteration 10Q: 3 clusters Score -3822067 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3822373.750000 Penalty: 5249.854980
	Iteration 11Q: 3 clusters Score -3822374 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -3822597.500000 Penalty: 5249.854980
	Iteration 12Q: 3 clusters Score -3822598 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -3822781.500000 Penalty: 5249.854980
	Iteration 13Q: 3 clusters Score -3822782 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3822913.500000 Penalty: 5249.854980
	Iteration 14Q: 3 clusters Score -3822914 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3822983.250000 Penalty: 5249.854980
	Iteration 15Q: 3 clusters Score -3822983 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3823033.750000 Penalty: 5249.854980
	Iteration 16Q: 3 clusters Score -3823034 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -3823092.750000 Penalty: 5249.854980
	Iteration 17Q: 3 clusters Score -3823093 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3823132.500000 Penalty: 5249.854980
	Iteration 18Q: 3 clusters Score -3823132 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -3823194.000000 Penalty: 5249.854980
	Iteration 19Q: 3 clusters Score -3823194 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3823278.500000 Penalty: 5249.854980
	Iteration 20F: 3 clusters Score -3823278 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3823384.000000 Penalty: 5249.854980
	Iteration 21Q: 3 clusters Score -3823384 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3823501.500000 Penalty: 5249.854980
	Iteration 22Q: 3 clusters Score -3823502 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -3823610.000000 Penalty: 5249.854980
	Iteration 23Q: 3 clusters Score -3823610 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3823706.750000 Penalty: 5249.854980
	Iteration 24Q: 3 clusters Score -3823707 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -3823740.250000 Penalty: 5249.854980
	Iteration 25Q: 3 clusters Score -3823740 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3823769.250000 Penalty: 5249.854980
	Iteration 26Q: 3 clusters Score -3823769 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3823782.500000 Penalty: 5249.854980
	Iteration 27Q: 3 clusters Score -3823782 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3823798.000000 Penalty: 5249.854980
	Iteration 28Q: 3 clusters Score -3823798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -3823801.500000 Penalty: 5249.854980
	Iteration 29Q: 3 clusters Score -3823802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3823806.250000 Penalty: 5249.854980
	Iteration 30Q: 3 clusters Score -3823806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3823810.250000 Penalty: 5249.854980
	Iteration 31Q: 3 clusters Score -3823810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3823814.750000 Penalty: 5249.854980
	Iteration 32Q: 3 clusters Score -3823815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3823802.500000 Penalty: 5249.854980
	Iteration 33Q: 3 clusters Score -3823802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3823806.750000 Penalty: 5249.854980
	Iteration 34Q: 3 clusters Score -3823807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3823818.500000 Penalty: 5249.854980
	Iteration 35Q: 3 clusters Score -3823818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3823820.750000 Penalty: 5249.854980
	Iteration 36Q: 3 clusters Score -3823821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3823817.500000 Penalty: 5249.854980
	Iteration 37Q: 3 clusters Score -3823818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3823818.750000 Penalty: 5249.854980
	Iteration 38Q: 3 clusters Score -3823819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -3823817.000000 Penalty: 5249.854980
	Iteration 39Q: 3 clusters Score -3823817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3823813.250000 Penalty: 5249.854980
	Iteration 40F: 3 clusters Score -3823813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -3823815.250000 Penalty: 5249.854980
	Iteration 41Q: 3 clusters Score -3823815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3823815.000000 Penalty: 5249.854980
	Iteration 42Q: 3 clusters Score -3823815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3823816.500000 Penalty: 5249.854980
	Iteration 43Q: 3 clusters Score -3823816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3823815.500000 Penalty: 5249.854980
	Iteration 44Q: 3 clusters Score -3823816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -3823812.250000 Penalty: 5249.854980
	Iteration 45Q: 3 clusters Score -3823812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -3823809.750000 Penalty: 5249.854980
	Iteration 46Q: 3 clusters Score -3823810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3823812.000000 Penalty: 5249.854980
	Iteration 47Q: 3 clusters Score -3823812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3823812.000000 Penalty: 5249.854980
	Iteration 48F: 3 clusters Score -3823812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329002 members 
Mstep: Class 2 contains 174722 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 68544 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 23099 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 25569 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 16015 members 
Mstep: Class 13 contains 12655 members 
Mstep: Class 14 contains 125240 members 
Mstep: Class 15 contains 95631 members 
Mstep: Class 16 contains 244740 members 
Mstep: Class 17 contains 25792 members 
Mstep: Class 18 contains 31263 members 
Mstep: Class 19 contains 67475 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 197350 members 
Mstep: Class 25 contains 26858 members 
Entering Unmasked Estep 
Score: -156997936.000000 Penalty: 88641.171875
Splitting cluster 13 changes total score from -156957808.000000 to -156997936.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (125240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125240 members 
Entering Unmasked Estep 
Score: -12777946.000000 Penalty: 2911.020996
	Iteration 0F: 2 clusters Score -1.277795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -12694374.000000 Penalty: 5822.041992
	Iteration 0F: 3 clusters Score -1.269437e+07 nChanged 59561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -12729380.000000 Penalty: 5822.041992
	Iteration 1F: 3 clusters Score -1.272938e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -12732033.000000 Penalty: 5822.041992
	Iteration 2Q: 3 clusters Score -1.273203e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -12736488.000000 Penalty: 5822.041992
	Iteration 3F: 3 clusters Score -1.273649e+07 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -12743538.000000 Penalty: 5822.041992
	Iteration 4F: 3 clusters Score -1.274354e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94872 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -12752414.000000 Penalty: 5822.041992
	Iteration 5F: 3 clusters Score -1.275241e+07 nChanged 9461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102981 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -12760581.000000 Penalty: 5822.041992
	Iteration 6F: 3 clusters Score -1.276058e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108990 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -12766639.000000 Penalty: 5822.041992
	Iteration 7F: 3 clusters Score -1.276664e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112773 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -12770284.000000 Penalty: 5822.041992
	Iteration 8Q: 3 clusters Score -1.277028e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115043 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -12772322.000000 Penalty: 5822.041992
	Iteration 9Q: 3 clusters Score -1.277232e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116425 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -12773494.000000 Penalty: 5822.041992
	Iteration 10Q: 3 clusters Score -1.277349e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117367 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -12774165.000000 Penalty: 5822.041992
	Iteration 11Q: 3 clusters Score -1.277416e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118083 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -12774575.000000 Penalty: 5822.041992
	Iteration 12Q: 3 clusters Score -1.277458e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118681 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -12774796.000000 Penalty: 5822.041992
	Iteration 13Q: 3 clusters Score -1.27748e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119178 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -12774926.000000 Penalty: 5822.041992
	Iteration 14Q: 3 clusters Score -1.277493e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119623 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -12775058.000000 Penalty: 5822.041992
	Iteration 15Q: 3 clusters Score -1.277506e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119996 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -12775176.000000 Penalty: 5822.041992
	Iteration 16Q: 3 clusters Score -1.277518e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120320 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -12775304.000000 Penalty: 5822.041992
	Iteration 17Q: 3 clusters Score -1.27753e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120583 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -12775346.000000 Penalty: 5822.041992
	Iteration 18Q: 3 clusters Score -1.277535e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -12775445.000000 Penalty: 5822.041992
	Iteration 19Q: 3 clusters Score -1.277544e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121048 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -12775511.000000 Penalty: 5822.041992
	Iteration 20F: 3 clusters Score -1.277551e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121255 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -12775565.000000 Penalty: 5822.041992
	Iteration 21Q: 3 clusters Score -1.277556e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121428 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -12775581.000000 Penalty: 5822.041992
	Iteration 22Q: 3 clusters Score -1.277558e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121595 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -12775639.000000 Penalty: 5822.041992
	Iteration 23Q: 3 clusters Score -1.277564e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121741 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -12775693.000000 Penalty: 5822.041992
	Iteration 24Q: 3 clusters Score -1.277569e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121871 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -12775703.000000 Penalty: 5822.041992
	Iteration 25Q: 3 clusters Score -1.27757e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121988 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -12775732.000000 Penalty: 5822.041992
	Iteration 26Q: 3 clusters Score -1.277573e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122116 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -12775795.000000 Penalty: 5822.041992
	Iteration 27Q: 3 clusters Score -1.27758e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122221 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -12775828.000000 Penalty: 5822.041992
	Iteration 28Q: 3 clusters Score -1.277583e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122314 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -12775849.000000 Penalty: 5822.041992
	Iteration 29Q: 3 clusters Score -1.277585e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122403 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -12775882.000000 Penalty: 5822.041992
	Iteration 30Q: 3 clusters Score -1.277588e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122495 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -12775903.000000 Penalty: 5822.041992
	Iteration 31Q: 3 clusters Score -1.27759e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122574 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -12775901.000000 Penalty: 5822.041992
	Iteration 32Q: 3 clusters Score -1.27759e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122648 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -12775922.000000 Penalty: 5822.041992
	Iteration 33Q: 3 clusters Score -1.277592e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122704 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -12775950.000000 Penalty: 5822.041992
	Iteration 34Q: 3 clusters Score -1.277595e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122756 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -12775965.000000 Penalty: 5822.041992
	Iteration 35Q: 3 clusters Score -1.277596e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122796 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -12775993.000000 Penalty: 5822.041992
	Iteration 36Q: 3 clusters Score -1.277599e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -12776008.000000 Penalty: 5822.041992
	Iteration 37Q: 3 clusters Score -1.277601e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122871 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -12776015.000000 Penalty: 5822.041992
	Iteration 38Q: 3 clusters Score -1.277602e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122906 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -12776061.000000 Penalty: 5822.041992
	Iteration 39Q: 3 clusters Score -1.277606e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122937 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -12776067.000000 Penalty: 5822.041992
	Iteration 40F: 3 clusters Score -1.277607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122960 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -12776069.000000 Penalty: 5822.041992
	Iteration 41Q: 3 clusters Score -1.277607e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122981 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -12776090.000000 Penalty: 5822.041992
	Iteration 42Q: 3 clusters Score -1.277609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123001 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -12776093.000000 Penalty: 5822.041992
	Iteration 43Q: 3 clusters Score -1.277609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123016 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -12776107.000000 Penalty: 5822.041992
	Iteration 44Q: 3 clusters Score -1.277611e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123031 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -12776092.000000 Penalty: 5822.041992
	Iteration 45Q: 3 clusters Score -1.277609e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123049 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -12776097.000000 Penalty: 5822.041992
	Iteration 46Q: 3 clusters Score -1.27761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123065 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -12776076.000000 Penalty: 5822.041992
	Iteration 47Q: 3 clusters Score -1.277608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123071 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -12776094.000000 Penalty: 5822.041992
	Iteration 48Q: 3 clusters Score -1.277609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123078 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -12776096.000000 Penalty: 5822.041992
	Iteration 49Q: 3 clusters Score -1.27761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123086 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -12776097.000000 Penalty: 5822.041992
	Iteration 50Q: 3 clusters Score -1.27761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123094 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -12776097.000000 Penalty: 5822.041992
	Iteration 51Q: 3 clusters Score -1.27761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123101 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -12776103.000000 Penalty: 5822.041992
	Iteration 52Q: 3 clusters Score -1.27761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123113 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -12776102.000000 Penalty: 5822.041992
	Iteration 53Q: 3 clusters Score -1.27761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123125 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -12776106.000000 Penalty: 5822.041992
	Iteration 54Q: 3 clusters Score -1.277611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123137 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -12776099.000000 Penalty: 5822.041992
	Iteration 55Q: 3 clusters Score -1.27761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123154 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -12776111.000000 Penalty: 5822.041992
	Iteration 56Q: 3 clusters Score -1.277611e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123167 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -12776115.000000 Penalty: 5822.041992
	Iteration 57Q: 3 clusters Score -1.277612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123174 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -12776104.000000 Penalty: 5822.041992
	Iteration 58Q: 3 clusters Score -1.27761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123179 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -12776107.000000 Penalty: 5822.041992
	Iteration 59Q: 3 clusters Score -1.277611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123184 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -12776113.000000 Penalty: 5822.041992
	Iteration 60F: 3 clusters Score -1.277611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123192 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -12776117.000000 Penalty: 5822.041992
	Iteration 61Q: 3 clusters Score -1.277612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123202 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -12776120.000000 Penalty: 5822.041992
	Iteration 62Q: 3 clusters Score -1.277612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123213 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -12776137.000000 Penalty: 5822.041992
	Iteration 63Q: 3 clusters Score -1.277614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123222 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -12776141.000000 Penalty: 5822.041992
	Iteration 64Q: 3 clusters Score -1.277614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123230 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -12776135.000000 Penalty: 5822.041992
	Iteration 65Q: 3 clusters Score -1.277614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123239 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -12776137.000000 Penalty: 5822.041992
	Iteration 66Q: 3 clusters Score -1.277614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123248 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -12776138.000000 Penalty: 5822.041992
	Iteration 67Q: 3 clusters Score -1.277614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123254 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -12776155.000000 Penalty: 5822.041992
	Iteration 68Q: 3 clusters Score -1.277616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123263 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -12776156.000000 Penalty: 5822.041992
	Iteration 69Q: 3 clusters Score -1.277616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123275 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -12776168.000000 Penalty: 5822.041992
	Iteration 70Q: 3 clusters Score -1.277617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123282 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -12776167.000000 Penalty: 5822.041992
	Iteration 71Q: 3 clusters Score -1.277617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123293 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -12776167.000000 Penalty: 5822.041992
	Iteration 72Q: 3 clusters Score -1.277617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123307 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -12776174.000000 Penalty: 5822.041992
	Iteration 73Q: 3 clusters Score -1.277617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123319 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -12776189.000000 Penalty: 5822.041992
	Iteration 74Q: 3 clusters Score -1.277619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123335 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -12776182.000000 Penalty: 5822.041992
	Iteration 75Q: 3 clusters Score -1.277618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123350 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -12776197.000000 Penalty: 5822.041992
	Iteration 76Q: 3 clusters Score -1.27762e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123359 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -12776196.000000 Penalty: 5822.041992
	Iteration 77Q: 3 clusters Score -1.27762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123363 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -12776195.000000 Penalty: 5822.041992
	Iteration 78Q: 3 clusters Score -1.27762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123365 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -12776200.000000 Penalty: 5822.041992
	Iteration 79Q: 3 clusters Score -1.27762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123368 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -12776193.000000 Penalty: 5822.041992
	Iteration 80F: 3 clusters Score -1.277619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123370 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -12776186.000000 Penalty: 5822.041992
	Iteration 81Q: 3 clusters Score -1.277619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123377 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -12776197.000000 Penalty: 5822.041992
	Iteration 82Q: 3 clusters Score -1.27762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123382 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -12776191.000000 Penalty: 5822.041992
	Iteration 83Q: 3 clusters Score -1.277619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123384 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -12776182.000000 Penalty: 5822.041992
	Iteration 84Q: 3 clusters Score -1.277618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123386 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -12776182.000000 Penalty: 5822.041992
	Iteration 85Q: 3 clusters Score -1.277618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123386 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -12776182.000000 Penalty: 5822.041992
	Iteration 86F: 3 clusters Score -1.277618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (95631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95631 members 
Entering Unmasked Estep 
Score: -9715686.000000 Penalty: 2844.126465
	Iteration 0F: 2 clusters Score -9715686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -9651826.000000 Penalty: 5688.252930
	Iteration 0F: 3 clusters Score -9651826 nChanged 45106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -9677887.000000 Penalty: 5688.252930
	Iteration 1F: 3 clusters Score -9677887 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -9679340.000000 Penalty: 5688.252930
	Iteration 2Q: 3 clusters Score -9679340 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -9681513.000000 Penalty: 5688.252930
	Iteration 3Q: 3 clusters Score -9681513 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -9684606.000000 Penalty: 5688.252930
	Iteration 4F: 3 clusters Score -9684606 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -9689292.000000 Penalty: 5688.252930
	Iteration 5F: 3 clusters Score -9689292 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -9695326.000000 Penalty: 5688.252930
	Iteration 6F: 3 clusters Score -9695326 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -9701255.000000 Penalty: 5688.252930
	Iteration 7F: 3 clusters Score -9701255 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -9704399.000000 Penalty: 5688.252930
	Iteration 8F: 3 clusters Score -9704399 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65743 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -9705580.000000 Penalty: 5688.252930
	Iteration 9Q: 3 clusters Score -9705580 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -9706184.000000 Penalty: 5688.252930
	Iteration 10Q: 3 clusters Score -9706184 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67603 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -9706440.000000 Penalty: 5688.252930
	Iteration 11Q: 3 clusters Score -9706440 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68491 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -9706791.000000 Penalty: 5688.252930
	Iteration 12Q: 3 clusters Score -9706791 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -9707181.000000 Penalty: 5688.252930
	Iteration 13Q: 3 clusters Score -9707181 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -9707502.000000 Penalty: 5688.252930
	Iteration 14Q: 3 clusters Score -9707502 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -9707845.000000 Penalty: 5688.252930
	Iteration 15Q: 3 clusters Score -9707845 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -9708171.000000 Penalty: 5688.252930
	Iteration 16Q: 3 clusters Score -9708171 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -9708516.000000 Penalty: 5688.252930
	Iteration 17Q: 3 clusters Score -9708516 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -9708784.000000 Penalty: 5688.252930
	Iteration 18Q: 3 clusters Score -9708784 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -9708992.000000 Penalty: 5688.252930
	Iteration 19Q: 3 clusters Score -9708992 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75387 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -9709251.000000 Penalty: 5688.252930
	Iteration 20F: 3 clusters Score -9709251 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -9709519.000000 Penalty: 5688.252930
	Iteration 21Q: 3 clusters Score -9709519 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -9709740.000000 Penalty: 5688.252930
	Iteration 22Q: 3 clusters Score -9709740 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -9709948.000000 Penalty: 5688.252930
	Iteration 23Q: 3 clusters Score -9709948 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78289 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -9710160.000000 Penalty: 5688.252930
	Iteration 24Q: 3 clusters Score -9710160 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -9710358.000000 Penalty: 5688.252930
	Iteration 25Q: 3 clusters Score -9710358 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -9710551.000000 Penalty: 5688.252930
	Iteration 26Q: 3 clusters Score -9710551 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -9710735.000000 Penalty: 5688.252930
	Iteration 27Q: 3 clusters Score -9710735 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -9710897.000000 Penalty: 5688.252930
	Iteration 28Q: 3 clusters Score -9710897 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -9711057.000000 Penalty: 5688.252930
	Iteration 29Q: 3 clusters Score -9711057 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -9711216.000000 Penalty: 5688.252930
	Iteration 30Q: 3 clusters Score -9711216 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -9711341.000000 Penalty: 5688.252930
	Iteration 31Q: 3 clusters Score -9711341 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82809 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -9711466.000000 Penalty: 5688.252930
	Iteration 32Q: 3 clusters Score -9711466 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -9711579.000000 Penalty: 5688.252930
	Iteration 33Q: 3 clusters Score -9711579 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83838 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -9711708.000000 Penalty: 5688.252930
	Iteration 34Q: 3 clusters Score -9711708 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84318 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -9711805.000000 Penalty: 5688.252930
	Iteration 35Q: 3 clusters Score -9711805 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84772 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -9711882.000000 Penalty: 5688.252930
	Iteration 36Q: 3 clusters Score -9711882 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85215 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -9711953.000000 Penalty: 5688.252930
	Iteration 37Q: 3 clusters Score -9711953 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -9712030.000000 Penalty: 5688.252930
	Iteration 38Q: 3 clusters Score -9712030 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -9712105.000000 Penalty: 5688.252930
	Iteration 39Q: 3 clusters Score -9712105 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86377 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -9712207.000000 Penalty: 5688.252930
	Iteration 40F: 3 clusters Score -9712207 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86758 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -9712319.000000 Penalty: 5688.252930
	Iteration 41Q: 3 clusters Score -9712319 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -9712365.000000 Penalty: 5688.252930
	Iteration 42Q: 3 clusters Score -9712365 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87464 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -9712423.000000 Penalty: 5688.252930
	Iteration 43Q: 3 clusters Score -9712423 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -9712493.000000 Penalty: 5688.252930
	Iteration 44Q: 3 clusters Score -9712493 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88049 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -9712569.000000 Penalty: 5688.252930
	Iteration 45Q: 3 clusters Score -9712569 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88290 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -9712634.000000 Penalty: 5688.252930
	Iteration 46Q: 3 clusters Score -9712634 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88515 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -9712686.000000 Penalty: 5688.252930
	Iteration 47Q: 3 clusters Score -9712686 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -9712708.000000 Penalty: 5688.252930
	Iteration 48Q: 3 clusters Score -9712708 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -9712778.000000 Penalty: 5688.252930
	Iteration 49Q: 3 clusters Score -9712778 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89155 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -9712778.000000 Penalty: 5688.252930
	Iteration 50Q: 3 clusters Score -9712778 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -9712784.000000 Penalty: 5688.252930
	Iteration 51Q: 3 clusters Score -9712784 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -9712835.000000 Penalty: 5688.252930
	Iteration 52Q: 3 clusters Score -9712835 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89709 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -9712848.000000 Penalty: 5688.252930
	Iteration 53Q: 3 clusters Score -9712848 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -9712872.000000 Penalty: 5688.252930
	Iteration 54Q: 3 clusters Score -9712872 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -9712897.000000 Penalty: 5688.252930
	Iteration 55Q: 3 clusters Score -9712897 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90164 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -9712925.000000 Penalty: 5688.252930
	Iteration 56Q: 3 clusters Score -9712925 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90307 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -9712954.000000 Penalty: 5688.252930
	Iteration 57Q: 3 clusters Score -9712954 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -9713005.000000 Penalty: 5688.252930
	Iteration 58Q: 3 clusters Score -9713005 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90613 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -9713016.000000 Penalty: 5688.252930
	Iteration 59Q: 3 clusters Score -9713016 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90734 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -9713043.000000 Penalty: 5688.252930
	Iteration 60F: 3 clusters Score -9713043 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -9713025.000000 Penalty: 5688.252930
	Iteration 61Q: 3 clusters Score -9713025 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90954 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -9713031.000000 Penalty: 5688.252930
	Iteration 62Q: 3 clusters Score -9713031 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -9713052.000000 Penalty: 5688.252930
	Iteration 63Q: 3 clusters Score -9713052 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -9713093.000000 Penalty: 5688.252930
	Iteration 64Q: 3 clusters Score -9713093 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -9713115.000000 Penalty: 5688.252930
	Iteration 65Q: 3 clusters Score -9713115 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -9713113.000000 Penalty: 5688.252930
	Iteration 66Q: 3 clusters Score -9713113 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -9713139.000000 Penalty: 5688.252930
	Iteration 67Q: 3 clusters Score -9713139 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -9713137.000000 Penalty: 5688.252930
	Iteration 68Q: 3 clusters Score -9713137 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91638 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -9713173.000000 Penalty: 5688.252930
	Iteration 69Q: 3 clusters Score -9713173 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -9713194.000000 Penalty: 5688.252930
	Iteration 70Q: 3 clusters Score -9713194 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91826 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -9713201.000000 Penalty: 5688.252930
	Iteration 71Q: 3 clusters Score -9713201 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91897 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -9713210.000000 Penalty: 5688.252930
	Iteration 72Q: 3 clusters Score -9713210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -9713220.000000 Penalty: 5688.252930
	Iteration 73Q: 3 clusters Score -9713220 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92064 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -9713228.000000 Penalty: 5688.252930
	Iteration 74Q: 3 clusters Score -9713228 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92149 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -9713258.000000 Penalty: 5688.252930
	Iteration 75Q: 3 clusters Score -9713258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -9713249.000000 Penalty: 5688.252930
	Iteration 76Q: 3 clusters Score -9713249 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -9713253.000000 Penalty: 5688.252930
	Iteration 77Q: 3 clusters Score -9713253 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -9713266.000000 Penalty: 5688.252930
	Iteration 78Q: 3 clusters Score -9713266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92408 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -9713271.000000 Penalty: 5688.252930
	Iteration 79Q: 3 clusters Score -9713271 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92472 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -9713285.000000 Penalty: 5688.252930
	Iteration 80F: 3 clusters Score -9713285 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92533 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -9713265.000000 Penalty: 5688.252930
	Iteration 81Q: 3 clusters Score -9713265 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92599 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -9713283.000000 Penalty: 5688.252930
	Iteration 82Q: 3 clusters Score -9713283 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92659 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -9713294.000000 Penalty: 5688.252930
	Iteration 83Q: 3 clusters Score -9713294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92708 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -9713317.000000 Penalty: 5688.252930
	Iteration 84Q: 3 clusters Score -9713317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92770 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -9713312.000000 Penalty: 5688.252930
	Iteration 85Q: 3 clusters Score -9713312 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -9713315.000000 Penalty: 5688.252930
	Iteration 86Q: 3 clusters Score -9713315 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92904 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -9713340.000000 Penalty: 5688.252930
	Iteration 87Q: 3 clusters Score -9713340 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -9713352.000000 Penalty: 5688.252930
	Iteration 88Q: 3 clusters Score -9713352 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93041 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -9713359.000000 Penalty: 5688.252930
	Iteration 89Q: 3 clusters Score -9713359 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93090 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -9713367.000000 Penalty: 5688.252930
	Iteration 90Q: 3 clusters Score -9713367 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -9713394.000000 Penalty: 5688.252930
	Iteration 91Q: 3 clusters Score -9713394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -9713389.000000 Penalty: 5688.252930
	Iteration 92Q: 3 clusters Score -9713389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -9713398.000000 Penalty: 5688.252930
	Iteration 93Q: 3 clusters Score -9713398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93288 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -9713397.000000 Penalty: 5688.252930
	Iteration 94Q: 3 clusters Score -9713397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9713414.000000 Penalty: 5688.252930
	Iteration 95Q: 3 clusters Score -9713414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -9713422.000000 Penalty: 5688.252930
	Iteration 96Q: 3 clusters Score -9713422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -9713441.000000 Penalty: 5688.252930
	Iteration 97Q: 3 clusters Score -9713441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93419 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9713439.000000 Penalty: 5688.252930
	Iteration 98Q: 3 clusters Score -9713439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9713437.000000 Penalty: 5688.252930
	Iteration 99Q: 3 clusters Score -9713437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -9713436.000000 Penalty: 5688.252930
	Iteration 100F: 3 clusters Score -9713436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93497 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -9713451.000000 Penalty: 5688.252930
	Iteration 101Q: 3 clusters Score -9713451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9713443.000000 Penalty: 5688.252930
	Iteration 102Q: 3 clusters Score -9713443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93530 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -9713455.000000 Penalty: 5688.252930
	Iteration 103Q: 3 clusters Score -9713455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93548 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -9713471.000000 Penalty: 5688.252930
	Iteration 104Q: 3 clusters Score -9713471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93568 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -9713472.000000 Penalty: 5688.252930
	Iteration 105Q: 3 clusters Score -9713472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93583 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -9713481.000000 Penalty: 5688.252930
	Iteration 106Q: 3 clusters Score -9713481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93602 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -9713469.000000 Penalty: 5688.252930
	Iteration 107Q: 3 clusters Score -9713469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93619 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9713477.000000 Penalty: 5688.252930
	Iteration 108Q: 3 clusters Score -9713477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93632 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9713471.000000 Penalty: 5688.252930
	Iteration 109Q: 3 clusters Score -9713471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9713473.000000 Penalty: 5688.252930
	Iteration 110Q: 3 clusters Score -9713473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -9713470.000000 Penalty: 5688.252930
	Iteration 111Q: 3 clusters Score -9713470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9713477.000000 Penalty: 5688.252930
	Iteration 112Q: 3 clusters Score -9713477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -9713476.000000 Penalty: 5688.252930
	Iteration 113Q: 3 clusters Score -9713476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93651 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -9713469.000000 Penalty: 5688.252930
	Iteration 114Q: 3 clusters Score -9713469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93653 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -9713472.000000 Penalty: 5688.252930
	Iteration 115Q: 3 clusters Score -9713472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93654 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9713473.000000 Penalty: 5688.252930
	Iteration 116Q: 3 clusters Score -9713473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93655 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9713477.000000 Penalty: 5688.252930
	Iteration 117Q: 3 clusters Score -9713477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93655 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9713477.000000 Penalty: 5688.252930
	Iteration 118F: 3 clusters Score -9713477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (244740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244740 members 
Entering Unmasked Estep 
Score: -24524488.000000 Penalty: 3077.171875
	Iteration 0F: 2 clusters Score -2.452449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122169 members 
Mstep: Class 2 contains 122571 members 
Entering Unmasked Estep 
Score: -24365776.000000 Penalty: 6154.343750
	Iteration 0F: 3 clusters Score -2.436578e+07 nChanged 118455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120392 members 
Mstep: Class 2 contains 124348 members 
Entering Unmasked Estep 
Score: -24436302.000000 Penalty: 6154.343750
	Iteration 1F: 3 clusters Score -2.44363e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119658 members 
Mstep: Class 2 contains 125082 members 
Entering Unmasked Estep 
Score: -24439062.000000 Penalty: 6154.343750
	Iteration 2Q: 3 clusters Score -2.443906e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118997 members 
Mstep: Class 2 contains 125743 members 
Entering Unmasked Estep 
Score: -24442434.000000 Penalty: 6154.343750
	Iteration 3Q: 3 clusters Score -2.444243e+07 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118597 members 
Mstep: Class 2 contains 126143 members 
Entering Unmasked Estep 
Score: -24446500.000000 Penalty: 6154.343750
	Iteration 4Q: 3 clusters Score -2.44465e+07 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118573 members 
Mstep: Class 2 contains 126167 members 
Entering Unmasked Estep 
Score: -24451562.000000 Penalty: 6154.343750
	Iteration 5Q: 3 clusters Score -2.445156e+07 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119309 members 
Mstep: Class 2 contains 125431 members 
Entering Unmasked Estep 
Score: -24457512.000000 Penalty: 6154.343750
	Iteration 6F: 3 clusters Score -2.445751e+07 nChanged 13962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120725 members 
Mstep: Class 2 contains 124015 members 
Entering Unmasked Estep 
Score: -24465740.000000 Penalty: 6154.343750
	Iteration 7F: 3 clusters Score -2.446574e+07 nChanged 15195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122882 members 
Mstep: Class 2 contains 121858 members 
Entering Unmasked Estep 
Score: -24476768.000000 Penalty: 6154.343750
	Iteration 8F: 3 clusters Score -2.447677e+07 nChanged 15795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126113 members 
Mstep: Class 2 contains 118627 members 
Entering Unmasked Estep 
Score: -24488016.000000 Penalty: 6154.343750
	Iteration 9F: 3 clusters Score -2.448802e+07 nChanged 14489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130020 members 
Mstep: Class 2 contains 114720 members 
Entering Unmasked Estep 
Score: -24497888.000000 Penalty: 6154.343750
	Iteration 10F: 3 clusters Score -2.449789e+07 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134290 members 
Mstep: Class 2 contains 110450 members 
Entering Unmasked Estep 
Score: -24504556.000000 Penalty: 6154.343750
	Iteration 11Q: 3 clusters Score -2.450456e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138781 members 
Mstep: Class 2 contains 105959 members 
Entering Unmasked Estep 
Score: -24509250.000000 Penalty: 6154.343750
	Iteration 12Q: 3 clusters Score -2.450925e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143407 members 
Mstep: Class 2 contains 101333 members 
Entering Unmasked Estep 
Score: -24512542.000000 Penalty: 6154.343750
	Iteration 13Q: 3 clusters Score -2.451254e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148032 members 
Mstep: Class 2 contains 96708 members 
Entering Unmasked Estep 
Score: -24515318.000000 Penalty: 6154.343750
	Iteration 14Q: 3 clusters Score -2.451532e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152553 members 
Mstep: Class 2 contains 92187 members 
Entering Unmasked Estep 
Score: -24517662.000000 Penalty: 6154.343750
	Iteration 15Q: 3 clusters Score -2.451766e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156937 members 
Mstep: Class 2 contains 87803 members 
Entering Unmasked Estep 
Score: -24519784.000000 Penalty: 6154.343750
	Iteration 16Q: 3 clusters Score -2.451978e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161226 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
Score: -24521730.000000 Penalty: 6154.343750
	Iteration 17Q: 3 clusters Score -2.452173e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165280 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -24523426.000000 Penalty: 6154.343750
	Iteration 18Q: 3 clusters Score -2.452343e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169112 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -24524968.000000 Penalty: 6154.343750
	Iteration 19Q: 3 clusters Score -2.452497e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172570 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -24526442.000000 Penalty: 6154.343750
	Iteration 20F: 3 clusters Score -2.452644e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175607 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -24527634.000000 Penalty: 6154.343750
	Iteration 21Q: 3 clusters Score -2.452763e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178324 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -24528574.000000 Penalty: 6154.343750
	Iteration 22Q: 3 clusters Score -2.452857e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180764 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -24529288.000000 Penalty: 6154.343750
	Iteration 23Q: 3 clusters Score -2.452929e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182876 members 
Mstep: Class 2 contains 61864 members 
Entering Unmasked Estep 
Score: -24529722.000000 Penalty: 6154.343750
	Iteration 24Q: 3 clusters Score -2.452972e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184650 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -24529796.000000 Penalty: 6154.343750
	Iteration 25Q: 3 clusters Score -2.45298e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186194 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -24530066.000000 Penalty: 6154.343750
	Iteration 26Q: 3 clusters Score -2.453007e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187521 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -24530274.000000 Penalty: 6154.343750
	Iteration 27Q: 3 clusters Score -2.453027e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188727 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -24530444.000000 Penalty: 6154.343750
	Iteration 28Q: 3 clusters Score -2.453044e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189794 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -24530612.000000 Penalty: 6154.343750
	Iteration 29Q: 3 clusters Score -2.453061e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190731 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -24530678.000000 Penalty: 6154.343750
	Iteration 30Q: 3 clusters Score -2.453068e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191600 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -24530732.000000 Penalty: 6154.343750
	Iteration 31Q: 3 clusters Score -2.453073e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192357 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -24530806.000000 Penalty: 6154.343750
	Iteration 32Q: 3 clusters Score -2.453081e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193028 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -24530716.000000 Penalty: 6154.343750
	Iteration 33Q: 3 clusters Score -2.453072e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193636 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -24530694.000000 Penalty: 6154.343750
	Iteration 34Q: 3 clusters Score -2.453069e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194185 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -24530742.000000 Penalty: 6154.343750
	Iteration 35Q: 3 clusters Score -2.453074e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194658 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -24530704.000000 Penalty: 6154.343750
	Iteration 36Q: 3 clusters Score -2.45307e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195066 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -24530744.000000 Penalty: 6154.343750
	Iteration 37Q: 3 clusters Score -2.453074e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195452 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -24530732.000000 Penalty: 6154.343750
	Iteration 38Q: 3 clusters Score -2.453073e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195786 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -24530686.000000 Penalty: 6154.343750
	Iteration 39Q: 3 clusters Score -2.453069e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196102 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -24530658.000000 Penalty: 6154.343750
	Iteration 40F: 3 clusters Score -2.453066e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196385 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -24530636.000000 Penalty: 6154.343750
	Iteration 41Q: 3 clusters Score -2.453064e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196650 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -24530618.000000 Penalty: 6154.343750
	Iteration 42Q: 3 clusters Score -2.453062e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196881 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -24530672.000000 Penalty: 6154.343750
	Iteration 43Q: 3 clusters Score -2.453067e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197086 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -24530646.000000 Penalty: 6154.343750
	Iteration 44Q: 3 clusters Score -2.453065e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197284 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -24530592.000000 Penalty: 6154.343750
	Iteration 45Q: 3 clusters Score -2.453059e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197461 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -24530624.000000 Penalty: 6154.343750
	Iteration 46Q: 3 clusters Score -2.453062e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197637 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -24530584.000000 Penalty: 6154.343750
	Iteration 47Q: 3 clusters Score -2.453058e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197815 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -24530580.000000 Penalty: 6154.343750
	Iteration 48Q: 3 clusters Score -2.453058e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197995 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -24530578.000000 Penalty: 6154.343750
	Iteration 49Q: 3 clusters Score -2.453058e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198173 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -24530580.000000 Penalty: 6154.343750
	Iteration 50Q: 3 clusters Score -2.453058e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198323 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -24530538.000000 Penalty: 6154.343750
	Iteration 51Q: 3 clusters Score -2.453054e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198460 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -24530516.000000 Penalty: 6154.343750
	Iteration 52Q: 3 clusters Score -2.453052e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198579 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -24530524.000000 Penalty: 6154.343750
	Iteration 53Q: 3 clusters Score -2.453052e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198673 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -24530500.000000 Penalty: 6154.343750
	Iteration 54Q: 3 clusters Score -2.45305e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198766 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -24530480.000000 Penalty: 6154.343750
	Iteration 55Q: 3 clusters Score -2.453048e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198861 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -24530452.000000 Penalty: 6154.343750
	Iteration 56Q: 3 clusters Score -2.453045e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198966 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -24530468.000000 Penalty: 6154.343750
	Iteration 57Q: 3 clusters Score -2.453047e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199058 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -24530496.000000 Penalty: 6154.343750
	Iteration 58Q: 3 clusters Score -2.45305e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199138 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -24530526.000000 Penalty: 6154.343750
	Iteration 59Q: 3 clusters Score -2.453053e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199226 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -24530528.000000 Penalty: 6154.343750
	Iteration 60F: 3 clusters Score -2.453053e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199320 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -24530544.000000 Penalty: 6154.343750
	Iteration 61Q: 3 clusters Score -2.453054e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199402 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -24530592.000000 Penalty: 6154.343750
	Iteration 62Q: 3 clusters Score -2.453059e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199486 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -24530544.000000 Penalty: 6154.343750
	Iteration 63Q: 3 clusters Score -2.453054e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199553 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -24530550.000000 Penalty: 6154.343750
	Iteration 64Q: 3 clusters Score -2.453055e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199609 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -24530540.000000 Penalty: 6154.343750
	Iteration 65Q: 3 clusters Score -2.453054e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199651 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -24530522.000000 Penalty: 6154.343750
	Iteration 66Q: 3 clusters Score -2.453052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199683 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -24530516.000000 Penalty: 6154.343750
	Iteration 67Q: 3 clusters Score -2.453052e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199715 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -24530526.000000 Penalty: 6154.343750
	Iteration 68Q: 3 clusters Score -2.453053e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199741 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -24530538.000000 Penalty: 6154.343750
	Iteration 69Q: 3 clusters Score -2.453054e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199771 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -24530532.000000 Penalty: 6154.343750
	Iteration 70Q: 3 clusters Score -2.453053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199795 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -24530572.000000 Penalty: 6154.343750
	Iteration 71Q: 3 clusters Score -2.453057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199819 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -24530578.000000 Penalty: 6154.343750
	Iteration 72Q: 3 clusters Score -2.453058e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199847 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -24530554.000000 Penalty: 6154.343750
	Iteration 73Q: 3 clusters Score -2.453055e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199870 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -24530560.000000 Penalty: 6154.343750
	Iteration 74Q: 3 clusters Score -2.453056e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199904 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -24530532.000000 Penalty: 6154.343750
	Iteration 75Q: 3 clusters Score -2.453053e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199937 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -24530566.000000 Penalty: 6154.343750
	Iteration 76Q: 3 clusters Score -2.453057e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199964 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -24530574.000000 Penalty: 6154.343750
	Iteration 77Q: 3 clusters Score -2.453057e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199991 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -24530564.000000 Penalty: 6154.343750
	Iteration 78Q: 3 clusters Score -2.453056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200013 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -24530564.000000 Penalty: 6154.343750
	Iteration 79Q: 3 clusters Score -2.453056e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200037 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -24530594.000000 Penalty: 6154.343750
	Iteration 80F: 3 clusters Score -2.453059e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200060 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -24530618.000000 Penalty: 6154.343750
	Iteration 81Q: 3 clusters Score -2.453062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200077 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -24530622.000000 Penalty: 6154.343750
	Iteration 82Q: 3 clusters Score -2.453062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200096 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -24530600.000000 Penalty: 6154.343750
	Iteration 83Q: 3 clusters Score -2.45306e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200120 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -24530576.000000 Penalty: 6154.343750
	Iteration 84Q: 3 clusters Score -2.453058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200150 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -24530570.000000 Penalty: 6154.343750
	Iteration 85Q: 3 clusters Score -2.453057e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200181 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -24530560.000000 Penalty: 6154.343750
	Iteration 86Q: 3 clusters Score -2.453056e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200211 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -24530566.000000 Penalty: 6154.343750
	Iteration 87Q: 3 clusters Score -2.453057e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200236 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -24530584.000000 Penalty: 6154.343750
	Iteration 88Q: 3 clusters Score -2.453058e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200259 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -24530558.000000 Penalty: 6154.343750
	Iteration 89Q: 3 clusters Score -2.453056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200274 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -24530564.000000 Penalty: 6154.343750
	Iteration 90Q: 3 clusters Score -2.453056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200297 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -24530554.000000 Penalty: 6154.343750
	Iteration 91Q: 3 clusters Score -2.453055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200315 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -24530534.000000 Penalty: 6154.343750
	Iteration 92Q: 3 clusters Score -2.453053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200328 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -24530556.000000 Penalty: 6154.343750
	Iteration 93Q: 3 clusters Score -2.453056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200341 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -24530558.000000 Penalty: 6154.343750
	Iteration 94Q: 3 clusters Score -2.453056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200356 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -24530580.000000 Penalty: 6154.343750
	Iteration 95Q: 3 clusters Score -2.453058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200368 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -24530568.000000 Penalty: 6154.343750
	Iteration 96Q: 3 clusters Score -2.453057e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200387 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -24530550.000000 Penalty: 6154.343750
	Iteration 97Q: 3 clusters Score -2.453055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200407 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -24530558.000000 Penalty: 6154.343750
	Iteration 98Q: 3 clusters Score -2.453056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200428 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -24530558.000000 Penalty: 6154.343750
	Iteration 99Q: 3 clusters Score -2.453056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200448 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -24530558.000000 Penalty: 6154.343750
	Iteration 100F: 3 clusters Score -2.453056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200463 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -24530538.000000 Penalty: 6154.343750
	Iteration 101Q: 3 clusters Score -2.453054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200486 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -24530550.000000 Penalty: 6154.343750
	Iteration 102Q: 3 clusters Score -2.453055e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200511 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -24530540.000000 Penalty: 6154.343750
	Iteration 103Q: 3 clusters Score -2.453054e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200539 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -24530548.000000 Penalty: 6154.343750
	Iteration 104Q: 3 clusters Score -2.453055e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200565 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -24530540.000000 Penalty: 6154.343750
	Iteration 105Q: 3 clusters Score -2.453054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200588 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -24530522.000000 Penalty: 6154.343750
	Iteration 106Q: 3 clusters Score -2.453052e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200621 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -24530526.000000 Penalty: 6154.343750
	Iteration 107Q: 3 clusters Score -2.453053e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200658 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -24530548.000000 Penalty: 6154.343750
	Iteration 108Q: 3 clusters Score -2.453055e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200686 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -24530538.000000 Penalty: 6154.343750
	Iteration 109Q: 3 clusters Score -2.453054e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200719 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -24530536.000000 Penalty: 6154.343750
	Iteration 110Q: 3 clusters Score -2.453054e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200747 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -24530538.000000 Penalty: 6154.343750
	Iteration 111Q: 3 clusters Score -2.453054e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200775 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -24530550.000000 Penalty: 6154.343750
	Iteration 112Q: 3 clusters Score -2.453055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200793 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -24530548.000000 Penalty: 6154.343750
	Iteration 113Q: 3 clusters Score -2.453055e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200807 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -24530544.000000 Penalty: 6154.343750
	Iteration 114Q: 3 clusters Score -2.453054e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200825 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -24530528.000000 Penalty: 6154.343750
	Iteration 115Q: 3 clusters Score -2.453053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200836 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -24530534.000000 Penalty: 6154.343750
	Iteration 116Q: 3 clusters Score -2.453053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200843 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -24530542.000000 Penalty: 6154.343750
	Iteration 117Q: 3 clusters Score -2.453054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200848 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -24530546.000000 Penalty: 6154.343750
	Iteration 118Q: 3 clusters Score -2.453055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200856 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -24530540.000000 Penalty: 6154.343750
	Iteration 119Q: 3 clusters Score -2.453054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200860 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -24530542.000000 Penalty: 6154.343750
	Iteration 120F: 3 clusters Score -2.453054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200863 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -24530548.000000 Penalty: 6154.343750
	Iteration 121Q: 3 clusters Score -2.453055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200865 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -24530548.000000 Penalty: 6154.343750
	Iteration 122Q: 3 clusters Score -2.453055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200868 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -24530542.000000 Penalty: 6154.343750
	Iteration 123Q: 3 clusters Score -2.453054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200871 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -24530554.000000 Penalty: 6154.343750
	Iteration 124Q: 3 clusters Score -2.453055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200874 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -24530542.000000 Penalty: 6154.343750
	Iteration 125Q: 3 clusters Score -2.453054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200879 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -24530526.000000 Penalty: 6154.343750
	Iteration 126Q: 3 clusters Score -2.453053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200883 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -24530530.000000 Penalty: 6154.343750
	Iteration 127Q: 3 clusters Score -2.453053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200889 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -24530538.000000 Penalty: 6154.343750
	Iteration 128Q: 3 clusters Score -2.453054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200895 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -24530554.000000 Penalty: 6154.343750
	Iteration 129Q: 3 clusters Score -2.453055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200898 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -24530560.000000 Penalty: 6154.343750
	Iteration 130Q: 3 clusters Score -2.453056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200903 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -24530538.000000 Penalty: 6154.343750
	Iteration 131Q: 3 clusters Score -2.453054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200908 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -24530542.000000 Penalty: 6154.343750
	Iteration 132Q: 3 clusters Score -2.453054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200914 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -24530558.000000 Penalty: 6154.343750
	Iteration 133Q: 3 clusters Score -2.453056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200920 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -24530570.000000 Penalty: 6154.343750
	Iteration 134Q: 3 clusters Score -2.453057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200931 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -24530548.000000 Penalty: 6154.343750
	Iteration 135Q: 3 clusters Score -2.453055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200943 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -24530550.000000 Penalty: 6154.343750
	Iteration 136Q: 3 clusters Score -2.453055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200955 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -24530558.000000 Penalty: 6154.343750
	Iteration 137Q: 3 clusters Score -2.453056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200960 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -24530542.000000 Penalty: 6154.343750
	Iteration 138Q: 3 clusters Score -2.453054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200965 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -24530552.000000 Penalty: 6154.343750
	Iteration 139Q: 3 clusters Score -2.453055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200970 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -24530546.000000 Penalty: 6154.343750
	Iteration 140F: 3 clusters Score -2.453055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200977 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -24530554.000000 Penalty: 6154.343750
	Iteration 141Q: 3 clusters Score -2.453055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200989 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -24530560.000000 Penalty: 6154.343750
	Iteration 142Q: 3 clusters Score -2.453056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201004 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -24530562.000000 Penalty: 6154.343750
	Iteration 143Q: 3 clusters Score -2.453056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201017 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -24530556.000000 Penalty: 6154.343750
	Iteration 144Q: 3 clusters Score -2.453056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201030 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -24530562.000000 Penalty: 6154.343750
	Iteration 145Q: 3 clusters Score -2.453056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201041 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -24530556.000000 Penalty: 6154.343750
	Iteration 146Q: 3 clusters Score -2.453056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201059 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -24530564.000000 Penalty: 6154.343750
	Iteration 147Q: 3 clusters Score -2.453056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201079 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -24530580.000000 Penalty: 6154.343750
	Iteration 148Q: 3 clusters Score -2.453058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201096 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -24530554.000000 Penalty: 6154.343750
	Iteration 149Q: 3 clusters Score -2.453055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201108 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -24530552.000000 Penalty: 6154.343750
	Iteration 150Q: 3 clusters Score -2.453055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201121 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -24530560.000000 Penalty: 6154.343750
	Iteration 151Q: 3 clusters Score -2.453056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201130 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -24530566.000000 Penalty: 6154.343750
	Iteration 152Q: 3 clusters Score -2.453057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201136 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -24530556.000000 Penalty: 6154.343750
	Iteration 153Q: 3 clusters Score -2.453056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201137 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -24530550.000000 Penalty: 6154.343750
	Iteration 154Q: 3 clusters Score -2.453055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201139 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -24530572.000000 Penalty: 6154.343750
	Iteration 155Q: 3 clusters Score -2.453057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201145 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -24530574.000000 Penalty: 6154.343750
	Iteration 156Q: 3 clusters Score -2.453057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201153 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -24530566.000000 Penalty: 6154.343750
	Iteration 157Q: 3 clusters Score -2.453057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201161 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -24530584.000000 Penalty: 6154.343750
	Iteration 158Q: 3 clusters Score -2.453058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201171 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -24530594.000000 Penalty: 6154.343750
	Iteration 159Q: 3 clusters Score -2.453059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201177 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -24530598.000000 Penalty: 6154.343750
	Iteration 160F: 3 clusters Score -2.45306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201182 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -24530588.000000 Penalty: 6154.343750
	Iteration 161Q: 3 clusters Score -2.453059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201186 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -24530598.000000 Penalty: 6154.343750
	Iteration 162Q: 3 clusters Score -2.45306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201193 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -24530600.000000 Penalty: 6154.343750
	Iteration 163Q: 3 clusters Score -2.45306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201198 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -24530604.000000 Penalty: 6154.343750
	Iteration 164Q: 3 clusters Score -2.45306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201202 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -24530608.000000 Penalty: 6154.343750
	Iteration 165Q: 3 clusters Score -2.453061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201205 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -24530600.000000 Penalty: 6154.343750
	Iteration 166Q: 3 clusters Score -2.45306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201206 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -24530602.000000 Penalty: 6154.343750
	Iteration 167Q: 3 clusters Score -2.45306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201207 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -24530594.000000 Penalty: 6154.343750
	Iteration 168Q: 3 clusters Score -2.453059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201209 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -24530608.000000 Penalty: 6154.343750
	Iteration 169Q: 3 clusters Score -2.453061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201211 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -24530600.000000 Penalty: 6154.343750
	Iteration 170Q: 3 clusters Score -2.45306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201212 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -24530608.000000 Penalty: 6154.343750
	Iteration 171Q: 3 clusters Score -2.453061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201212 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -24530608.000000 Penalty: 6154.343750
	Iteration 172F: 3 clusters Score -2.453061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329002 members 
Mstep: Class 2 contains 174722 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 68544 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 23099 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 25569 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 16015 members 
Mstep: Class 13 contains 12655 members 
Mstep: Class 14 contains 125240 members 
Mstep: Class 15 contains 95631 members 
Mstep: Class 16 contains 201212 members 
Mstep: Class 17 contains 25792 members 
Mstep: Class 18 contains 31263 members 
Mstep: Class 19 contains 67475 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 197350 members 
Mstep: Class 25 contains 26858 members 
Mstep: Class 26 contains 43528 members 
Entering Unmasked Estep 
Score: -157004256.000000 Penalty: 92186.812500
Splitting cluster 16 changes total score from -156957808.000000 to -157004256.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (25792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Entering Unmasked Estep 
Score: -2616540.500000 Penalty: 2519.139404
	Iteration 0F: 2 clusters Score -2616540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2598722.250000 Penalty: 5038.278809
	Iteration 0F: 3 clusters Score -2598722 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2604894.000000 Penalty: 5038.278809
	Iteration 1F: 3 clusters Score -2604894 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2605432.500000 Penalty: 5038.278809
	Iteration 2F: 3 clusters Score -2605432 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2605992.000000 Penalty: 5038.278809
	Iteration 3Q: 3 clusters Score -2605992 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2606540.000000 Penalty: 5038.278809
	Iteration 4Q: 3 clusters Score -2606540 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2607164.000000 Penalty: 5038.278809
	Iteration 5Q: 3 clusters Score -2607164 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2608008.000000 Penalty: 5038.278809
	Iteration 6F: 3 clusters Score -2608008 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2609166.750000 Penalty: 5038.278809
	Iteration 7F: 3 clusters Score -2609167 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2611039.000000 Penalty: 5038.278809
	Iteration 8F: 3 clusters Score -2611039 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2613695.000000 Penalty: 5038.278809
	Iteration 9F: 3 clusters Score -2613695 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2616344.250000 Penalty: 5038.278809
	Iteration 10F: 3 clusters Score -2616344 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2617944.000000 Penalty: 5038.278809
	Iteration 11F: 3 clusters Score -2617944 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2618561.000000 Penalty: 5038.278809
	Iteration 12Q: 3 clusters Score -2618561 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2618787.000000 Penalty: 5038.278809
	Iteration 13Q: 3 clusters Score -2618787 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2618888.500000 Penalty: 5038.278809
	Iteration 14Q: 3 clusters Score -2618888 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2618935.750000 Penalty: 5038.278809
	Iteration 15Q: 3 clusters Score -2618936 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2618947.250000 Penalty: 5038.278809
	Iteration 16Q: 3 clusters Score -2618947 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2618951.500000 Penalty: 5038.278809
	Iteration 17Q: 3 clusters Score -2618952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2618957.750000 Penalty: 5038.278809
	Iteration 18Q: 3 clusters Score -2618958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2618963.000000 Penalty: 5038.278809
	Iteration 19Q: 3 clusters Score -2618963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2618976.750000 Penalty: 5038.278809
	Iteration 20F: 3 clusters Score -2618977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2618985.750000 Penalty: 5038.278809
	Iteration 21Q: 3 clusters Score -2618986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2618987.750000 Penalty: 5038.278809
	Iteration 22Q: 3 clusters Score -2618988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2618979.250000 Penalty: 5038.278809
	Iteration 23Q: 3 clusters Score -2618979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2618980.250000 Penalty: 5038.278809
	Iteration 24Q: 3 clusters Score -2618980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2618977.500000 Penalty: 5038.278809
	Iteration 25Q: 3 clusters Score -2618978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2618981.000000 Penalty: 5038.278809
	Iteration 26Q: 3 clusters Score -2618981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2618977.500000 Penalty: 5038.278809
	Iteration 27Q: 3 clusters Score -2618978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2618977.500000 Penalty: 5038.278809
	Iteration 28F: 3 clusters Score -2618978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329002 members 
Mstep: Class 2 contains 174722 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 68544 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 23099 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 25569 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 16015 members 
Mstep: Class 13 contains 12655 members 
Mstep: Class 14 contains 125240 members 
Mstep: Class 15 contains 95631 members 
Mstep: Class 16 contains 201212 members 
Mstep: Class 17 contains 12058 members 
Mstep: Class 18 contains 31263 members 
Mstep: Class 19 contains 67475 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 197350 members 
Mstep: Class 25 contains 26858 members 
Mstep: Class 26 contains 43528 members 
Mstep: Class 27 contains 13734 members 
Entering Unmasked Estep 
Score: -157005584.000000 Penalty: 95732.460938
Splitting cluster 17 changes total score from -156957808.000000 to -157005584.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (31263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Entering Unmasked Estep 
Score: -3035259.500000 Penalty: 2566.847168
	Iteration 0F: 2 clusters Score -3035260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3013791.000000 Penalty: 5133.694336
	Iteration 0F: 3 clusters Score -3013791 nChanged 14157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3022131.000000 Penalty: 5133.694336
	Iteration 1F: 3 clusters Score -3022131 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3023454.000000 Penalty: 5133.694336
	Iteration 2F: 3 clusters Score -3023454 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -3026211.000000 Penalty: 5133.694336
	Iteration 3F: 3 clusters Score -3026211 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3030397.000000 Penalty: 5133.694336
	Iteration 4F: 3 clusters Score -3030397 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -3033978.250000 Penalty: 5133.694336
	Iteration 5F: 3 clusters Score -3033978 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3035994.750000 Penalty: 5133.694336
	Iteration 6F: 3 clusters Score -3035995 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3036959.500000 Penalty: 5133.694336
	Iteration 7Q: 3 clusters Score -3036960 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3037521.500000 Penalty: 5133.694336
	Iteration 8Q: 3 clusters Score -3037522 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3037812.000000 Penalty: 5133.694336
	Iteration 9Q: 3 clusters Score -3037812 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3037959.250000 Penalty: 5133.694336
	Iteration 10Q: 3 clusters Score -3037959 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3038026.250000 Penalty: 5133.694336
	Iteration 11Q: 3 clusters Score -3038026 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3038089.000000 Penalty: 5133.694336
	Iteration 12Q: 3 clusters Score -3038089 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3038115.500000 Penalty: 5133.694336
	Iteration 13Q: 3 clusters Score -3038116 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3038144.500000 Penalty: 5133.694336
	Iteration 14Q: 3 clusters Score -3038144 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3038186.500000 Penalty: 5133.694336
	Iteration 15Q: 3 clusters Score -3038186 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3038203.000000 Penalty: 5133.694336
	Iteration 16Q: 3 clusters Score -3038203 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3038218.000000 Penalty: 5133.694336
	Iteration 17Q: 3 clusters Score -3038218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3038235.500000 Penalty: 5133.694336
	Iteration 18Q: 3 clusters Score -3038236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3038257.500000 Penalty: 5133.694336
	Iteration 19Q: 3 clusters Score -3038258 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3038298.000000 Penalty: 5133.694336
	Iteration 20F: 3 clusters Score -3038298 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3038343.250000 Penalty: 5133.694336
	Iteration 21Q: 3 clusters Score -3038343 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3038398.500000 Penalty: 5133.694336
	Iteration 22Q: 3 clusters Score -3038398 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3038461.000000 Penalty: 5133.694336
	Iteration 23Q: 3 clusters Score -3038461 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3038506.250000 Penalty: 5133.694336
	Iteration 24Q: 3 clusters Score -3038506 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3038609.750000 Penalty: 5133.694336
	Iteration 25Q: 3 clusters Score -3038610 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3038766.250000 Penalty: 5133.694336
	Iteration 26Q: 3 clusters Score -3038766 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3038977.000000 Penalty: 5133.694336
	Iteration 27Q: 3 clusters Score -3038977 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3039124.250000 Penalty: 5133.694336
	Iteration 28Q: 3 clusters Score -3039124 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3039159.750000 Penalty: 5133.694336
	Iteration 29Q: 3 clusters Score -3039160 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3039184.750000 Penalty: 5133.694336
	Iteration 30Q: 3 clusters Score -3039185 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3039193.750000 Penalty: 5133.694336
	Iteration 31Q: 3 clusters Score -3039194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3039216.250000 Penalty: 5133.694336
	Iteration 32Q: 3 clusters Score -3039216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3039247.500000 Penalty: 5133.694336
	Iteration 33Q: 3 clusters Score -3039248 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3039287.250000 Penalty: 5133.694336
	Iteration 34Q: 3 clusters Score -3039287 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3039314.250000 Penalty: 5133.694336
	Iteration 35Q: 3 clusters Score -3039314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3039325.000000 Penalty: 5133.694336
	Iteration 36Q: 3 clusters Score -3039325 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3039352.000000 Penalty: 5133.694336
	Iteration 37Q: 3 clusters Score -3039352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3039364.500000 Penalty: 5133.694336
	Iteration 38Q: 3 clusters Score -3039364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3039380.750000 Penalty: 5133.694336
	Iteration 39Q: 3 clusters Score -3039381 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3039404.500000 Penalty: 5133.694336
	Iteration 40F: 3 clusters Score -3039404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3039409.000000 Penalty: 5133.694336
	Iteration 41Q: 3 clusters Score -3039409 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3039423.750000 Penalty: 5133.694336
	Iteration 42Q: 3 clusters Score -3039424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3039431.500000 Penalty: 5133.694336
	Iteration 43Q: 3 clusters Score -3039432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3039448.250000 Penalty: 5133.694336
	Iteration 44Q: 3 clusters Score -3039448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3039449.750000 Penalty: 5133.694336
	Iteration 45Q: 3 clusters Score -3039450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3039462.000000 Penalty: 5133.694336
	Iteration 46Q: 3 clusters Score -3039462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3039473.500000 Penalty: 5133.694336
	Iteration 47Q: 3 clusters Score -3039474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3039470.250000 Penalty: 5133.694336
	Iteration 48Q: 3 clusters Score -3039470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3039476.750000 Penalty: 5133.694336
	Iteration 49Q: 3 clusters Score -3039477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3039480.250000 Penalty: 5133.694336
	Iteration 50Q: 3 clusters Score -3039480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3039484.250000 Penalty: 5133.694336
	Iteration 51Q: 3 clusters Score -3039484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3039492.250000 Penalty: 5133.694336
	Iteration 52Q: 3 clusters Score -3039492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3039486.250000 Penalty: 5133.694336
	Iteration 53Q: 3 clusters Score -3039486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3039488.000000 Penalty: 5133.694336
	Iteration 54Q: 3 clusters Score -3039488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3039495.000000 Penalty: 5133.694336
	Iteration 55Q: 3 clusters Score -3039495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3039501.750000 Penalty: 5133.694336
	Iteration 56Q: 3 clusters Score -3039502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3039505.750000 Penalty: 5133.694336
	Iteration 57Q: 3 clusters Score -3039506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3039511.000000 Penalty: 5133.694336
	Iteration 58Q: 3 clusters Score -3039511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3039509.250000 Penalty: 5133.694336
	Iteration 59Q: 3 clusters Score -3039509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3039513.750000 Penalty: 5133.694336
	Iteration 60F: 3 clusters Score -3039514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3039516.250000 Penalty: 5133.694336
	Iteration 61Q: 3 clusters Score -3039516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3039515.250000 Penalty: 5133.694336
	Iteration 62Q: 3 clusters Score -3039515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3039515.250000 Penalty: 5133.694336
	Iteration 63Q: 3 clusters Score -3039515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3039509.000000 Penalty: 5133.694336
	Iteration 64Q: 3 clusters Score -3039509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3039512.250000 Penalty: 5133.694336
	Iteration 65Q: 3 clusters Score -3039512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3039515.250000 Penalty: 5133.694336
	Iteration 66Q: 3 clusters Score -3039515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3039518.250000 Penalty: 5133.694336
	Iteration 67Q: 3 clusters Score -3039518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3039520.250000 Penalty: 5133.694336
	Iteration 68Q: 3 clusters Score -3039520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3039523.000000 Penalty: 5133.694336
	Iteration 69Q: 3 clusters Score -3039523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3039527.000000 Penalty: 5133.694336
	Iteration 70Q: 3 clusters Score -3039527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3039523.250000 Penalty: 5133.694336
	Iteration 71Q: 3 clusters Score -3039523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3039516.750000 Penalty: 5133.694336
	Iteration 72Q: 3 clusters Score -3039517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3039516.000000 Penalty: 5133.694336
	Iteration 73Q: 3 clusters Score -3039516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3039516.500000 Penalty: 5133.694336
	Iteration 74Q: 3 clusters Score -3039516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3039517.750000 Penalty: 5133.694336
	Iteration 75Q: 3 clusters Score -3039518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3039525.500000 Penalty: 5133.694336
	Iteration 76Q: 3 clusters Score -3039526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3039529.750000 Penalty: 5133.694336
	Iteration 77Q: 3 clusters Score -3039530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3039533.000000 Penalty: 5133.694336
	Iteration 78Q: 3 clusters Score -3039533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3039529.500000 Penalty: 5133.694336
	Iteration 79Q: 3 clusters Score -3039530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3039530.500000 Penalty: 5133.694336
	Iteration 80F: 3 clusters Score -3039530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3039531.500000 Penalty: 5133.694336
	Iteration 81Q: 3 clusters Score -3039532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3039531.500000 Penalty: 5133.694336
	Iteration 82F: 3 clusters Score -3039532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329002 members 
Mstep: Class 2 contains 174722 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 68544 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 23099 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 25569 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 16015 members 
Mstep: Class 13 contains 12655 members 
Mstep: Class 14 contains 125240 members 
Mstep: Class 15 contains 95631 members 
Mstep: Class 16 contains 201212 members 
Mstep: Class 17 contains 12058 members 
Mstep: Class 18 contains 27626 members 
Mstep: Class 19 contains 67475 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 197350 members 
Mstep: Class 25 contains 26858 members 
Mstep: Class 26 contains 43528 members 
Mstep: Class 27 contains 13734 members 
Mstep: Class 28 contains 3637 members 
Entering Unmasked Estep 
Score: -157008032.000000 Penalty: 99278.109375
Splitting cluster 18 changes total score from -156957808.000000 to -157008032.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (67475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Entering Unmasked Estep 
Score: -6817434.000000 Penalty: 2757.639160
	Iteration 0F: 2 clusters Score -6817434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -6772302.500000 Penalty: 5515.278320
	Iteration 0F: 3 clusters Score -6772302 nChanged 31481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -6790349.000000 Penalty: 5515.278320
	Iteration 1F: 3 clusters Score -6790349 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -6792479.000000 Penalty: 5515.278320
	Iteration 2Q: 3 clusters Score -6792479 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -6798307.000000 Penalty: 5515.278320
	Iteration 3F: 3 clusters Score -6798307 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -6807532.000000 Penalty: 5515.278320
	Iteration 4F: 3 clusters Score -6807532 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -6814893.500000 Penalty: 5515.278320
	Iteration 5F: 3 clusters Score -6814894 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -6820207.500000 Penalty: 5515.278320
	Iteration 6F: 3 clusters Score -6820208 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -6823554.000000 Penalty: 5515.278320
	Iteration 7F: 3 clusters Score -6823554 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -6825778.000000 Penalty: 5515.278320
	Iteration 8Q: 3 clusters Score -6825778 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -6827567.500000 Penalty: 5515.278320
	Iteration 9Q: 3 clusters Score -6827568 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -6828867.500000 Penalty: 5515.278320
	Iteration 10Q: 3 clusters Score -6828868 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -6829406.000000 Penalty: 5515.278320
	Iteration 11Q: 3 clusters Score -6829406 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -6829645.500000 Penalty: 5515.278320
	Iteration 12Q: 3 clusters Score -6829646 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 60389 members 
Entering Unmasked Estep 
Score: -6829728.500000 Penalty: 5515.278320
	Iteration 13Q: 3 clusters Score -6829728 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -6829791.000000 Penalty: 5515.278320
	Iteration 14Q: 3 clusters Score -6829791 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -6829798.000000 Penalty: 5515.278320
	Iteration 15Q: 3 clusters Score -6829798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -6829806.500000 Penalty: 5515.278320
	Iteration 16Q: 3 clusters Score -6829806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -6829810.000000 Penalty: 5515.278320
	Iteration 17Q: 3 clusters Score -6829810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -6829806.500000 Penalty: 5515.278320
	Iteration 18Q: 3 clusters Score -6829806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -6829803.000000 Penalty: 5515.278320
	Iteration 19Q: 3 clusters Score -6829803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -6829800.000000 Penalty: 5515.278320
	Iteration 20F: 3 clusters Score -6829800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -6829803.500000 Penalty: 5515.278320
	Iteration 21Q: 3 clusters Score -6829804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -6829803.500000 Penalty: 5515.278320
	Iteration 22F: 3 clusters Score -6829804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329002 members 
Mstep: Class 2 contains 174722 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 68544 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 23099 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 25569 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 16015 members 
Mstep: Class 13 contains 12655 members 
Mstep: Class 14 contains 125240 members 
Mstep: Class 15 contains 95631 members 
Mstep: Class 16 contains 201212 members 
Mstep: Class 17 contains 12058 members 
Mstep: Class 18 contains 27626 members 
Mstep: Class 19 contains 6814 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 197350 members 
Mstep: Class 25 contains 26858 members 
Mstep: Class 26 contains 43528 members 
Mstep: Class 27 contains 13734 members 
Mstep: Class 28 contains 3637 members 
Mstep: Class 29 contains 60661 members 
Entering Unmasked Estep 
Score: -157019440.000000 Penalty: 102823.757812
Splitting cluster 19 changes total score from -156957808.000000 to -157019440.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 329002 members 
Mstep: Class 2 contains 174722 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 6 contains 68544 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 23099 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 25569 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 16015 members 
Mstep: Class 13 contains 12655 members 
Mstep: Class 14 contains 125240 members 
Mstep: Class 15 contains 95631 members 
Mstep: Class 16 contains 201212 members 
Mstep: Class 17 contains 12058 members 
Mstep: Class 18 contains 27626 members 
Mstep: Class 19 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157049232.000000 Penalty: 102823.757812
Iteration 39Q: 30 clusters Score -1.570492e+08 nChanged 55257
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 330184 members 
Mstep: Class 2 contains 178154 members 
Mstep: Class 3 contains 23110 members 
Mstep: Class 4 contains 11687 members 
Mstep: Class 5 contains 19452 members 
Mstep: Class 6 contains 68468 members 
Mstep: Class 7 contains 15745 members 
Mstep: Class 8 contains 24518 members 
Mstep: Class 9 contains 41382 members 
Mstep: Class 10 contains 25708 members 
Mstep: Class 11 contains 19336 members 
Mstep: Class 12 contains 17841 members 
Mstep: Class 13 contains 12903 members 
Mstep: Class 14 contains 124330 members 
Mstep: Class 15 contains 97554 members 
Mstep: Class 16 contains 201722 members 
Mstep: Class 17 contains 12619 members 
Mstep: Class 18 contains 28096 members 
Mstep: Class 19 contains 7148 members 
Mstep: Class 20 contains 4652 members 
Mstep: Class 21 contains 14487 members 
Mstep: Class 22 contains 978 members 
Mstep: Class 23 contains 3156 members 
Mstep: Class 24 contains 192510 members 
Mstep: Class 25 contains 25419 members 
Mstep: Class 26 contains 41083 members 
Mstep: Class 27 contains 13409 members 
Mstep: Class 28 contains 3684 members 
Mstep: Class 29 contains 59071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157075600.000000 Penalty: 102823.757812
Iteration 40F: 30 clusters Score -1.570756e+08 nChanged 46551
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 326838 members 
Mstep: Class 2 contains 179078 members 
Mstep: Class 3 contains 22598 members 
Mstep: Class 4 contains 11686 members 
Mstep: Class 5 contains 19911 members 
Mstep: Class 6 contains 67958 members 
Mstep: Class 7 contains 16294 members 
Mstep: Class 8 contains 23386 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 25443 members 
Mstep: Class 11 contains 19195 members 
Mstep: Class 12 contains 18720 members 
Mstep: Class 13 contains 12823 members 
Mstep: Class 14 contains 123411 members 
Mstep: Class 15 contains 93861 members 
Mstep: Class 16 contains 200378 members 
Mstep: Class 17 contains 13142 members 
Mstep: Class 18 contains 27858 members 
Mstep: Class 19 contains 7404 members 
Mstep: Class 20 contains 4545 members 
Mstep: Class 21 contains 15060 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 3768 members 
Mstep: Class 24 contains 195712 members 
Mstep: Class 25 contains 25050 members 
Mstep: Class 26 contains 42936 members 
Mstep: Class 27 contains 14176 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 60908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157091248.000000 Penalty: 102823.757812
Iteration 41Q: 30 clusters Score -1.570912e+08 nChanged 31446
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 324696 members 
Mstep: Class 2 contains 180405 members 
Mstep: Class 3 contains 22143 members 
Mstep: Class 4 contains 11688 members 
Mstep: Class 5 contains 20300 members 
Mstep: Class 6 contains 67530 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 22606 members 
Mstep: Class 9 contains 41635 members 
Mstep: Class 10 contains 25015 members 
Mstep: Class 11 contains 19190 members 
Mstep: Class 12 contains 19466 members 
Mstep: Class 13 contains 12759 members 
Mstep: Class 14 contains 122805 members 
Mstep: Class 15 contains 90062 members 
Mstep: Class 16 contains 199246 members 
Mstep: Class 17 contains 13762 members 
Mstep: Class 18 contains 27613 members 
Mstep: Class 19 contains 7627 members 
Mstep: Class 20 contains 4461 members 
Mstep: Class 21 contains 15372 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 198902 members 
Mstep: Class 25 contains 24504 members 
Mstep: Class 26 contains 43936 members 
Mstep: Class 27 contains 14675 members 
Mstep: Class 28 contains 3951 members 
Mstep: Class 29 contains 62159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157101392.000000 Penalty: 102823.757812
Iteration 42Q: 30 clusters Score -1.571014e+08 nChanged 25429
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 322899 members 
Mstep: Class 2 contains 181667 members 
Mstep: Class 3 contains 21762 members 
Mstep: Class 4 contains 11649 members 
Mstep: Class 5 contains 20635 members 
Mstep: Class 6 contains 67162 members 
Mstep: Class 7 contains 16958 members 
Mstep: Class 8 contains 21963 members 
Mstep: Class 9 contains 41824 members 
Mstep: Class 10 contains 24615 members 
Mstep: Class 11 contains 19212 members 
Mstep: Class 12 contains 20109 members 
Mstep: Class 13 contains 12687 members 
Mstep: Class 14 contains 122426 members 
Mstep: Class 15 contains 86125 members 
Mstep: Class 16 contains 198491 members 
Mstep: Class 17 contains 14311 members 
Mstep: Class 18 contains 27408 members 
Mstep: Class 19 contains 7788 members 
Mstep: Class 20 contains 4412 members 
Mstep: Class 21 contains 15731 members 
Mstep: Class 22 contains 1018 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 202184 members 
Mstep: Class 25 contains 23978 members 
Mstep: Class 26 contains 44597 members 
Mstep: Class 27 contains 15001 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 63135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157107024.000000 Penalty: 102823.757812
Iteration 43Q: 30 clusters Score -1.57107e+08 nChanged 21648
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 321388 members 
Mstep: Class 2 contains 182861 members 
Mstep: Class 3 contains 21416 members 
Mstep: Class 4 contains 11592 members 
Mstep: Class 5 contains 20909 members 
Mstep: Class 6 contains 66862 members 
Mstep: Class 7 contains 17208 members 
Mstep: Class 8 contains 21405 members 
Mstep: Class 9 contains 42069 members 
Mstep: Class 10 contains 24253 members 
Mstep: Class 11 contains 19271 members 
Mstep: Class 12 contains 20714 members 
Mstep: Class 13 contains 12596 members 
Mstep: Class 14 contains 122200 members 
Mstep: Class 15 contains 82450 members 
Mstep: Class 16 contains 197797 members 
Mstep: Class 17 contains 14762 members 
Mstep: Class 18 contains 27206 members 
Mstep: Class 19 contains 7911 members 
Mstep: Class 20 contains 4387 members 
Mstep: Class 21 contains 16107 members 
Mstep: Class 22 contains 1037 members 
Mstep: Class 23 contains 4816 members 
Mstep: Class 24 contains 205304 members 
Mstep: Class 25 contains 23510 members 
Mstep: Class 26 contains 45019 members 
Mstep: Class 27 contains 15219 members 
Mstep: Class 28 contains 4212 members 
Mstep: Class 29 contains 63926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157112416.000000 Penalty: 102823.757812
Iteration 44Q: 30 clusters Score -1.571124e+08 nChanged 18801
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 320071 members 
Mstep: Class 2 contains 183977 members 
Mstep: Class 3 contains 21157 members 
Mstep: Class 4 contains 11540 members 
Mstep: Class 5 contains 21169 members 
Mstep: Class 6 contains 66610 members 
Mstep: Class 7 contains 17408 members 
Mstep: Class 8 contains 20910 members 
Mstep: Class 9 contains 42231 members 
Mstep: Class 10 contains 23913 members 
Mstep: Class 11 contains 19386 members 
Mstep: Class 12 contains 21207 members 
Mstep: Class 13 contains 12497 members 
Mstep: Class 14 contains 122134 members 
Mstep: Class 15 contains 78905 members 
Mstep: Class 16 contains 197221 members 
Mstep: Class 17 contains 15113 members 
Mstep: Class 18 contains 27010 members 
Mstep: Class 19 contains 8001 members 
Mstep: Class 20 contains 4371 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 1052 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 208324 members 
Mstep: Class 25 contains 23201 members 
Mstep: Class 26 contains 45314 members 
Mstep: Class 27 contains 15338 members 
Mstep: Class 28 contains 4313 members 
Mstep: Class 29 contains 64567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157116016.000000 Penalty: 102823.757812
Iteration 45Q: 30 clusters Score -1.57116e+08 nChanged 16331
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 318872 members 
Mstep: Class 2 contains 185023 members 
Mstep: Class 3 contains 20878 members 
Mstep: Class 4 contains 11469 members 
Mstep: Class 5 contains 21353 members 
Mstep: Class 6 contains 66339 members 
Mstep: Class 7 contains 17579 members 
Mstep: Class 8 contains 20475 members 
Mstep: Class 9 contains 42412 members 
Mstep: Class 10 contains 23637 members 
Mstep: Class 11 contains 19473 members 
Mstep: Class 12 contains 21667 members 
Mstep: Class 13 contains 12422 members 
Mstep: Class 14 contains 122199 members 
Mstep: Class 15 contains 75547 members 
Mstep: Class 16 contains 196868 members 
Mstep: Class 17 contains 15369 members 
Mstep: Class 18 contains 26832 members 
Mstep: Class 19 contains 8064 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 21 contains 16893 members 
Mstep: Class 22 contains 1054 members 
Mstep: Class 23 contains 5131 members 
Mstep: Class 24 contains 211141 members 
Mstep: Class 25 contains 22994 members 
Mstep: Class 26 contains 45462 members 
Mstep: Class 27 contains 15417 members 
Mstep: Class 28 contains 4381 members 
Mstep: Class 29 contains 65088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157117584.000000 Penalty: 102823.757812
Iteration 46Q: 30 clusters Score -1.571176e+08 nChanged 14314
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 317404 members 
Mstep: Class 2 contains 185970 members 
Mstep: Class 3 contains 20602 members 
Mstep: Class 4 contains 11393 members 
Mstep: Class 5 contains 21463 members 
Mstep: Class 6 contains 66155 members 
Mstep: Class 7 contains 17740 members 
Mstep: Class 8 contains 20109 members 
Mstep: Class 9 contains 42567 members 
Mstep: Class 10 contains 23398 members 
Mstep: Class 11 contains 19556 members 
Mstep: Class 12 contains 22047 members 
Mstep: Class 13 contains 12365 members 
Mstep: Class 14 contains 122411 members 
Mstep: Class 15 contains 72486 members 
Mstep: Class 16 contains 196770 members 
Mstep: Class 17 contains 15573 members 
Mstep: Class 18 contains 26670 members 
Mstep: Class 19 contains 8115 members 
Mstep: Class 20 contains 4369 members 
Mstep: Class 21 contains 17300 members 
Mstep: Class 22 contains 1059 members 
Mstep: Class 23 contains 5245 members 
Mstep: Class 24 contains 213765 members 
Mstep: Class 25 contains 22811 members 
Mstep: Class 26 contains 45601 members 
Mstep: Class 27 contains 15461 members 
Mstep: Class 28 contains 4446 members 
Mstep: Class 29 contains 65556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157120128.000000 Penalty: 102823.757812
Iteration 47Q: 30 clusters Score -1.571201e+08 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 315716 members 
Mstep: Class 2 contains 186783 members 
Mstep: Class 3 contains 20308 members 
Mstep: Class 4 contains 11331 members 
Mstep: Class 5 contains 21520 members 
Mstep: Class 6 contains 66010 members 
Mstep: Class 7 contains 17880 members 
Mstep: Class 8 contains 19842 members 
Mstep: Class 9 contains 42748 members 
Mstep: Class 10 contains 23181 members 
Mstep: Class 11 contains 19626 members 
Mstep: Class 12 contains 22376 members 
Mstep: Class 13 contains 12309 members 
Mstep: Class 14 contains 122724 members 
Mstep: Class 15 contains 69722 members 
Mstep: Class 16 contains 196859 members 
Mstep: Class 17 contains 15768 members 
Mstep: Class 18 contains 26521 members 
Mstep: Class 19 contains 8162 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 21 contains 17647 members 
Mstep: Class 22 contains 1066 members 
Mstep: Class 23 contains 5351 members 
Mstep: Class 24 contains 216201 members 
Mstep: Class 25 contains 22637 members 
Mstep: Class 26 contains 45746 members 
Mstep: Class 27 contains 15481 members 
Mstep: Class 28 contains 4509 members 
Mstep: Class 29 contains 66015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157121456.000000 Penalty: 102823.757812
Iteration 48Q: 30 clusters Score -1.571215e+08 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 313868 members 
Mstep: Class 2 contains 187535 members 
Mstep: Class 3 contains 20034 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 5 contains 21586 members 
Mstep: Class 6 contains 65880 members 
Mstep: Class 7 contains 17988 members 
Mstep: Class 8 contains 19570 members 
Mstep: Class 9 contains 42923 members 
Mstep: Class 10 contains 22966 members 
Mstep: Class 11 contains 19688 members 
Mstep: Class 12 contains 22670 members 
Mstep: Class 13 contains 12277 members 
Mstep: Class 14 contains 123126 members 
Mstep: Class 15 contains 67370 members 
Mstep: Class 16 contains 197118 members 
Mstep: Class 17 contains 15930 members 
Mstep: Class 18 contains 26390 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 4369 members 
Mstep: Class 21 contains 18041 members 
Mstep: Class 22 contains 1069 members 
Mstep: Class 23 contains 5448 members 
Mstep: Class 24 contains 218327 members 
Mstep: Class 25 contains 22459 members 
Mstep: Class 26 contains 45805 members 
Mstep: Class 27 contains 15492 members 
Mstep: Class 28 contains 4550 members 
Mstep: Class 29 contains 66452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157122992.000000 Penalty: 102823.757812
Iteration 49Q: 30 clusters Score -1.57123e+08 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 311988 members 
Mstep: Class 2 contains 188285 members 
Mstep: Class 3 contains 19765 members 
Mstep: Class 4 contains 11254 members 
Mstep: Class 5 contains 21637 members 
Mstep: Class 6 contains 65802 members 
Mstep: Class 7 contains 18068 members 
Mstep: Class 8 contains 19345 members 
Mstep: Class 9 contains 43080 members 
Mstep: Class 10 contains 22800 members 
Mstep: Class 11 contains 19734 members 
Mstep: Class 12 contains 22895 members 
Mstep: Class 13 contains 12265 members 
Mstep: Class 14 contains 123556 members 
Mstep: Class 15 contains 65244 members 
Mstep: Class 16 contains 197485 members 
Mstep: Class 17 contains 16049 members 
Mstep: Class 18 contains 26277 members 
Mstep: Class 19 contains 8200 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 21 contains 18390 members 
Mstep: Class 22 contains 1066 members 
Mstep: Class 23 contains 5540 members 
Mstep: Class 24 contains 220176 members 
Mstep: Class 25 contains 22342 members 
Mstep: Class 26 contains 45840 members 
Mstep: Class 27 contains 15487 members 
Mstep: Class 28 contains 4595 members 
Mstep: Class 29 contains 66874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157123760.000000 Penalty: 102823.757812
Iteration 50Q: 30 clusters Score -1.571238e+08 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 310072 members 
Mstep: Class 2 contains 188964 members 
Mstep: Class 3 contains 19509 members 
Mstep: Class 4 contains 11210 members 
Mstep: Class 5 contains 21704 members 
Mstep: Class 6 contains 65763 members 
Mstep: Class 7 contains 18121 members 
Mstep: Class 8 contains 19169 members 
Mstep: Class 9 contains 43239 members 
Mstep: Class 10 contains 22678 members 
Mstep: Class 11 contains 19751 members 
Mstep: Class 12 contains 23077 members 
Mstep: Class 13 contains 12244 members 
Mstep: Class 14 contains 124079 members 
Mstep: Class 15 contains 63351 members 
Mstep: Class 16 contains 197869 members 
Mstep: Class 17 contains 16134 members 
Mstep: Class 18 contains 26173 members 
Mstep: Class 19 contains 8210 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 18703 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 221852 members 
Mstep: Class 25 contains 22244 members 
Mstep: Class 26 contains 45887 members 
Mstep: Class 27 contains 15490 members 
Mstep: Class 28 contains 4626 members 
Mstep: Class 29 contains 67232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157124256.000000 Penalty: 102823.757812
Iteration 51Q: 30 clusters Score -1.571243e+08 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 307987 members 
Mstep: Class 2 contains 189666 members 
Mstep: Class 3 contains 19264 members 
Mstep: Class 4 contains 11168 members 
Mstep: Class 5 contains 21788 members 
Mstep: Class 6 contains 65718 members 
Mstep: Class 7 contains 18161 members 
Mstep: Class 8 contains 19050 members 
Mstep: Class 9 contains 43382 members 
Mstep: Class 10 contains 22577 members 
Mstep: Class 11 contains 19765 members 
Mstep: Class 12 contains 23221 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 124660 members 
Mstep: Class 15 contains 61642 members 
Mstep: Class 16 contains 198277 members 
Mstep: Class 17 contains 16213 members 
Mstep: Class 18 contains 26077 members 
Mstep: Class 19 contains 8221 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 18988 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 223378 members 
Mstep: Class 25 contains 22167 members 
Mstep: Class 26 contains 45926 members 
Mstep: Class 27 contains 15482 members 
Mstep: Class 28 contains 4651 members 
Mstep: Class 29 contains 67601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157124944.000000 Penalty: 102823.757812
Iteration 52Q: 30 clusters Score -1.571249e+08 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 305809 members 
Mstep: Class 2 contains 190370 members 
Mstep: Class 3 contains 19022 members 
Mstep: Class 4 contains 11143 members 
Mstep: Class 5 contains 21804 members 
Mstep: Class 6 contains 65693 members 
Mstep: Class 7 contains 18229 members 
Mstep: Class 8 contains 18953 members 
Mstep: Class 9 contains 43461 members 
Mstep: Class 10 contains 22499 members 
Mstep: Class 11 contains 19770 members 
Mstep: Class 12 contains 23348 members 
Mstep: Class 13 contains 12206 members 
Mstep: Class 14 contains 125292 members 
Mstep: Class 15 contains 60142 members 
Mstep: Class 16 contains 198774 members 
Mstep: Class 17 contains 16303 members 
Mstep: Class 18 contains 25961 members 
Mstep: Class 19 contains 8230 members 
Mstep: Class 20 contains 4363 members 
Mstep: Class 21 contains 19298 members 
Mstep: Class 22 contains 1066 members 
Mstep: Class 23 contains 5833 members 
Mstep: Class 24 contains 224662 members 
Mstep: Class 25 contains 22117 members 
Mstep: Class 26 contains 45931 members 
Mstep: Class 27 contains 15481 members 
Mstep: Class 28 contains 4677 members 
Mstep: Class 29 contains 67970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157125744.000000 Penalty: 102823.757812
Iteration 53Q: 30 clusters Score -1.571257e+08 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 303505 members 
Mstep: Class 2 contains 191053 members 
Mstep: Class 3 contains 18781 members 
Mstep: Class 4 contains 11119 members 
Mstep: Class 5 contains 21809 members 
Mstep: Class 6 contains 65719 members 
Mstep: Class 7 contains 18281 members 
Mstep: Class 8 contains 18884 members 
Mstep: Class 9 contains 43585 members 
Mstep: Class 10 contains 22438 members 
Mstep: Class 11 contains 19789 members 
Mstep: Class 12 contains 23466 members 
Mstep: Class 13 contains 12193 members 
Mstep: Class 14 contains 125999 members 
Mstep: Class 15 contains 58745 members 
Mstep: Class 16 contains 199324 members 
Mstep: Class 17 contains 16375 members 
Mstep: Class 18 contains 25864 members 
Mstep: Class 19 contains 8237 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 19555 members 
Mstep: Class 22 contains 1067 members 
Mstep: Class 23 contains 5949 members 
Mstep: Class 24 contains 225829 members 
Mstep: Class 25 contains 22060 members 
Mstep: Class 26 contains 45908 members 
Mstep: Class 27 contains 15484 members 
Mstep: Class 28 contains 4694 members 
Mstep: Class 29 contains 68333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157126064.000000 Penalty: 102823.757812
Iteration 54Q: 30 clusters Score -1.571261e+08 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 301197 members 
Mstep: Class 2 contains 191743 members 
Mstep: Class 3 contains 18577 members 
Mstep: Class 4 contains 11118 members 
Mstep: Class 5 contains 21824 members 
Mstep: Class 6 contains 65724 members 
Mstep: Class 7 contains 18302 members 
Mstep: Class 8 contains 18799 members 
Mstep: Class 9 contains 43689 members 
Mstep: Class 10 contains 22386 members 
Mstep: Class 11 contains 19833 members 
Mstep: Class 12 contains 23567 members 
Mstep: Class 13 contains 12179 members 
Mstep: Class 14 contains 126728 members 
Mstep: Class 15 contains 57449 members 
Mstep: Class 16 contains 199931 members 
Mstep: Class 17 contains 16442 members 
Mstep: Class 18 contains 25787 members 
Mstep: Class 19 contains 8250 members 
Mstep: Class 20 contains 4361 members 
Mstep: Class 21 contains 19785 members 
Mstep: Class 22 contains 1070 members 
Mstep: Class 23 contains 6057 members 
Mstep: Class 24 contains 226831 members 
Mstep: Class 25 contains 22010 members 
Mstep: Class 26 contains 45892 members 
Mstep: Class 27 contains 15489 members 
Mstep: Class 28 contains 4711 members 
Mstep: Class 29 contains 68676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157126736.000000 Penalty: 102823.757812
Iteration 55Q: 30 clusters Score -1.571267e+08 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 298834 members 
Mstep: Class 2 contains 192402 members 
Mstep: Class 3 contains 18408 members 
Mstep: Class 4 contains 11115 members 
Mstep: Class 5 contains 21807 members 
Mstep: Class 6 contains 65719 members 
Mstep: Class 7 contains 18351 members 
Mstep: Class 8 contains 18685 members 
Mstep: Class 9 contains 43792 members 
Mstep: Class 10 contains 22351 members 
Mstep: Class 11 contains 19835 members 
Mstep: Class 12 contains 23659 members 
Mstep: Class 13 contains 12166 members 
Mstep: Class 14 contains 127531 members 
Mstep: Class 15 contains 56259 members 
Mstep: Class 16 contains 200558 members 
Mstep: Class 17 contains 16516 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 8260 members 
Mstep: Class 20 contains 4360 members 
Mstep: Class 21 contains 19965 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 6154 members 
Mstep: Class 24 contains 227808 members 
Mstep: Class 25 contains 21955 members 
Mstep: Class 26 contains 45873 members 
Mstep: Class 27 contains 15503 members 
Mstep: Class 28 contains 4733 members 
Mstep: Class 29 contains 69029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157127024.000000 Penalty: 102823.757812
Iteration 56Q: 30 clusters Score -1.57127e+08 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 296368 members 
Mstep: Class 2 contains 193018 members 
Mstep: Class 3 contains 18271 members 
Mstep: Class 4 contains 11116 members 
Mstep: Class 5 contains 21796 members 
Mstep: Class 6 contains 65761 members 
Mstep: Class 7 contains 18384 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 43847 members 
Mstep: Class 10 contains 22328 members 
Mstep: Class 11 contains 19871 members 
Mstep: Class 12 contains 23749 members 
Mstep: Class 13 contains 12153 members 
Mstep: Class 14 contains 128399 members 
Mstep: Class 15 contains 55243 members 
Mstep: Class 16 contains 201200 members 
Mstep: Class 17 contains 16579 members 
Mstep: Class 18 contains 25639 members 
Mstep: Class 19 contains 8267 members 
Mstep: Class 20 contains 4358 members 
Mstep: Class 21 contains 20106 members 
Mstep: Class 22 contains 1073 members 
Mstep: Class 23 contains 6253 members 
Mstep: Class 24 contains 228627 members 
Mstep: Class 25 contains 21911 members 
Mstep: Class 26 contains 45874 members 
Mstep: Class 27 contains 15497 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 69360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157127792.000000 Penalty: 102823.757812
Iteration 57Q: 30 clusters Score -1.571278e+08 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 293723 members 
Mstep: Class 2 contains 193654 members 
Mstep: Class 3 contains 18153 members 
Mstep: Class 4 contains 11124 members 
Mstep: Class 5 contains 21825 members 
Mstep: Class 6 contains 65807 members 
Mstep: Class 7 contains 18447 members 
Mstep: Class 8 contains 18493 members 
Mstep: Class 9 contains 43921 members 
Mstep: Class 10 contains 22290 members 
Mstep: Class 11 contains 19901 members 
Mstep: Class 12 contains 23819 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 129333 members 
Mstep: Class 15 contains 54399 members 
Mstep: Class 16 contains 201838 members 
Mstep: Class 17 contains 16624 members 
Mstep: Class 18 contains 25576 members 
Mstep: Class 19 contains 8278 members 
Mstep: Class 20 contains 4359 members 
Mstep: Class 21 contains 20214 members 
Mstep: Class 22 contains 1072 members 
Mstep: Class 23 contains 6340 members 
Mstep: Class 24 contains 229374 members 
Mstep: Class 25 contains 21869 members 
Mstep: Class 26 contains 45875 members 
Mstep: Class 27 contains 15477 members 
Mstep: Class 28 contains 4765 members 
Mstep: Class 29 contains 69717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128096.000000 Penalty: 102823.757812
Iteration 58Q: 30 clusters Score -1.571281e+08 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 291058 members 
Mstep: Class 2 contains 194276 members 
Mstep: Class 3 contains 18063 members 
Mstep: Class 4 contains 11121 members 
Mstep: Class 5 contains 21852 members 
Mstep: Class 6 contains 65868 members 
Mstep: Class 7 contains 18551 members 
Mstep: Class 8 contains 18341 members 
Mstep: Class 9 contains 43971 members 
Mstep: Class 10 contains 22258 members 
Mstep: Class 11 contains 19907 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 12128 members 
Mstep: Class 14 contains 130306 members 
Mstep: Class 15 contains 53630 members 
Mstep: Class 16 contains 202505 members 
Mstep: Class 17 contains 16670 members 
Mstep: Class 18 contains 25514 members 
Mstep: Class 19 contains 8291 members 
Mstep: Class 20 contains 4360 members 
Mstep: Class 21 contains 20330 members 
Mstep: Class 22 contains 1072 members 
Mstep: Class 23 contains 6415 members 
Mstep: Class 24 contains 230041 members 
Mstep: Class 25 contains 21838 members 
Mstep: Class 26 contains 45847 members 
Mstep: Class 27 contains 15448 members 
Mstep: Class 28 contains 4781 members 
Mstep: Class 29 contains 70076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129168.000000 Penalty: 102823.757812
Iteration 59Q: 30 clusters Score -1.571292e+08 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 288328 members 
Mstep: Class 2 contains 194878 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 11121 members 
Mstep: Class 5 contains 21899 members 
Mstep: Class 6 contains 65913 members 
Mstep: Class 7 contains 18668 members 
Mstep: Class 8 contains 18172 members 
Mstep: Class 9 contains 43990 members 
Mstep: Class 10 contains 22231 members 
Mstep: Class 11 contains 19934 members 
Mstep: Class 12 contains 23949 members 
Mstep: Class 13 contains 12116 members 
Mstep: Class 14 contains 131358 members 
Mstep: Class 15 contains 52947 members 
Mstep: Class 16 contains 203175 members 
Mstep: Class 17 contains 16718 members 
Mstep: Class 18 contains 25469 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 4361 members 
Mstep: Class 21 contains 20451 members 
Mstep: Class 22 contains 1072 members 
Mstep: Class 23 contains 6484 members 
Mstep: Class 24 contains 230635 members 
Mstep: Class 25 contains 21806 members 
Mstep: Class 26 contains 45861 members 
Mstep: Class 27 contains 15425 members 
Mstep: Class 28 contains 4790 members 
Mstep: Class 29 contains 70364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129648.000000 Penalty: 102823.757812
Iteration 60F: 30 clusters Score -1.571296e+08 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 285615 members 
Mstep: Class 2 contains 195477 members 
Mstep: Class 3 contains 17910 members 
Mstep: Class 4 contains 11127 members 
Mstep: Class 5 contains 21930 members 
Mstep: Class 6 contains 65941 members 
Mstep: Class 7 contains 18837 members 
Mstep: Class 8 contains 17948 members 
Mstep: Class 9 contains 44021 members 
Mstep: Class 10 contains 22204 members 
Mstep: Class 11 contains 19913 members 
Mstep: Class 12 contains 24004 members 
Mstep: Class 13 contains 12113 members 
Mstep: Class 14 contains 132488 members 
Mstep: Class 15 contains 52319 members 
Mstep: Class 16 contains 203808 members 
Mstep: Class 17 contains 16788 members 
Mstep: Class 18 contains 25425 members 
Mstep: Class 19 contains 8319 members 
Mstep: Class 20 contains 4358 members 
Mstep: Class 21 contains 20587 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 6565 members 
Mstep: Class 24 contains 231179 members 
Mstep: Class 25 contains 21747 members 
Mstep: Class 26 contains 45870 members 
Mstep: Class 27 contains 15390 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 70649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157130368.000000 Penalty: 102823.757812
Iteration 61Q: 30 clusters Score -1.571304e+08 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 282855 members 
Mstep: Class 2 contains 196051 members 
Mstep: Class 3 contains 17850 members 
Mstep: Class 4 contains 11110 members 
Mstep: Class 5 contains 21965 members 
Mstep: Class 6 contains 65983 members 
Mstep: Class 7 contains 19078 members 
Mstep: Class 8 contains 17658 members 
Mstep: Class 9 contains 44034 members 
Mstep: Class 10 contains 22179 members 
Mstep: Class 11 contains 19903 members 
Mstep: Class 12 contains 24041 members 
Mstep: Class 13 contains 12112 members 
Mstep: Class 14 contains 133634 members 
Mstep: Class 15 contains 51754 members 
Mstep: Class 16 contains 204496 members 
Mstep: Class 17 contains 16833 members 
Mstep: Class 18 contains 25374 members 
Mstep: Class 19 contains 8327 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 20725 members 
Mstep: Class 22 contains 1076 members 
Mstep: Class 23 contains 6648 members 
Mstep: Class 24 contains 231654 members 
Mstep: Class 25 contains 21693 members 
Mstep: Class 26 contains 45880 members 
Mstep: Class 27 contains 15377 members 
Mstep: Class 28 contains 4818 members 
Mstep: Class 29 contains 70945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131248.000000 Penalty: 102823.757812
Iteration 62Q: 30 clusters Score -1.571312e+08 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 280043 members 
Mstep: Class 2 contains 196687 members 
Mstep: Class 3 contains 17807 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 22016 members 
Mstep: Class 6 contains 66002 members 
Mstep: Class 7 contains 19433 members 
Mstep: Class 8 contains 17255 members 
Mstep: Class 9 contains 44012 members 
Mstep: Class 10 contains 22151 members 
Mstep: Class 11 contains 19899 members 
Mstep: Class 12 contains 24082 members 
Mstep: Class 13 contains 12101 members 
Mstep: Class 14 contains 134850 members 
Mstep: Class 15 contains 51246 members 
Mstep: Class 16 contains 205141 members 
Mstep: Class 17 contains 16879 members 
Mstep: Class 18 contains 25319 members 
Mstep: Class 19 contains 8326 members 
Mstep: Class 20 contains 4354 members 
Mstep: Class 21 contains 20880 members 
Mstep: Class 22 contains 1072 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 232070 members 
Mstep: Class 25 contains 21633 members 
Mstep: Class 26 contains 45915 members 
Mstep: Class 27 contains 15352 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 71220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131648.000000 Penalty: 102823.757812
Iteration 63Q: 30 clusters Score -1.571316e+08 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 277204 members 
Mstep: Class 2 contains 197298 members 
Mstep: Class 3 contains 17773 members 
Mstep: Class 4 contains 11094 members 
Mstep: Class 5 contains 22080 members 
Mstep: Class 6 contains 66058 members 
Mstep: Class 7 contains 19855 members 
Mstep: Class 8 contains 16789 members 
Mstep: Class 9 contains 43980 members 
Mstep: Class 10 contains 22125 members 
Mstep: Class 11 contains 19879 members 
Mstep: Class 12 contains 24115 members 
Mstep: Class 13 contains 12085 members 
Mstep: Class 14 contains 136040 members 
Mstep: Class 15 contains 50773 members 
Mstep: Class 16 contains 205835 members 
Mstep: Class 17 contains 16923 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 8331 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 21025 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 6783 members 
Mstep: Class 24 contains 232463 members 
Mstep: Class 25 contains 21580 members 
Mstep: Class 26 contains 45958 members 
Mstep: Class 27 contains 15326 members 
Mstep: Class 28 contains 4852 members 
Mstep: Class 29 contains 71493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132864.000000 Penalty: 102823.757812
Iteration 64Q: 30 clusters Score -1.571329e+08 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 274355 members 
Mstep: Class 2 contains 197942 members 
Mstep: Class 3 contains 17731 members 
Mstep: Class 4 contains 11083 members 
Mstep: Class 5 contains 22143 members 
Mstep: Class 6 contains 66116 members 
Mstep: Class 7 contains 20141 members 
Mstep: Class 8 contains 16483 members 
Mstep: Class 9 contains 43913 members 
Mstep: Class 10 contains 22099 members 
Mstep: Class 11 contains 19853 members 
Mstep: Class 12 contains 24133 members 
Mstep: Class 13 contains 12086 members 
Mstep: Class 14 contains 137167 members 
Mstep: Class 15 contains 50391 members 
Mstep: Class 16 contains 206544 members 
Mstep: Class 17 contains 16961 members 
Mstep: Class 18 contains 25228 members 
Mstep: Class 19 contains 8337 members 
Mstep: Class 20 contains 4348 members 
Mstep: Class 21 contains 21160 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 6879 members 
Mstep: Class 24 contains 232749 members 
Mstep: Class 25 contains 21538 members 
Mstep: Class 26 contains 46016 members 
Mstep: Class 27 contains 15312 members 
Mstep: Class 28 contains 4865 members 
Mstep: Class 29 contains 71764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133072.000000 Penalty: 102823.757812
Iteration 65Q: 30 clusters Score -1.571331e+08 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 271413 members 
Mstep: Class 2 contains 198599 members 
Mstep: Class 3 contains 17700 members 
Mstep: Class 4 contains 11065 members 
Mstep: Class 5 contains 22227 members 
Mstep: Class 6 contains 66151 members 
Mstep: Class 7 contains 20197 members 
Mstep: Class 8 contains 16355 members 
Mstep: Class 9 contains 43812 members 
Mstep: Class 10 contains 22080 members 
Mstep: Class 11 contains 19851 members 
Mstep: Class 12 contains 24150 members 
Mstep: Class 13 contains 12080 members 
Mstep: Class 14 contains 138346 members 
Mstep: Class 15 contains 50022 members 
Mstep: Class 16 contains 207318 members 
Mstep: Class 17 contains 16992 members 
Mstep: Class 18 contains 25195 members 
Mstep: Class 19 contains 8341 members 
Mstep: Class 20 contains 4343 members 
Mstep: Class 21 contains 21357 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 233029 members 
Mstep: Class 25 contains 21494 members 
Mstep: Class 26 contains 46056 members 
Mstep: Class 27 contains 15299 members 
Mstep: Class 28 contains 4879 members 
Mstep: Class 29 contains 72039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133200.000000 Penalty: 102823.757812
Iteration 66Q: 30 clusters Score -1.571332e+08 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 268450 members 
Mstep: Class 2 contains 199276 members 
Mstep: Class 3 contains 17683 members 
Mstep: Class 4 contains 11063 members 
Mstep: Class 5 contains 22348 members 
Mstep: Class 6 contains 66158 members 
Mstep: Class 7 contains 20162 members 
Mstep: Class 8 contains 16271 members 
Mstep: Class 9 contains 43746 members 
Mstep: Class 10 contains 22048 members 
Mstep: Class 11 contains 19854 members 
Mstep: Class 12 contains 24171 members 
Mstep: Class 13 contains 12072 members 
Mstep: Class 14 contains 139449 members 
Mstep: Class 15 contains 49684 members 
Mstep: Class 16 contains 208159 members 
Mstep: Class 17 contains 17017 members 
Mstep: Class 18 contains 25162 members 
Mstep: Class 19 contains 8344 members 
Mstep: Class 20 contains 4341 members 
Mstep: Class 21 contains 21542 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 233299 members 
Mstep: Class 25 contains 21458 members 
Mstep: Class 26 contains 46104 members 
Mstep: Class 27 contains 15284 members 
Mstep: Class 28 contains 4889 members 
Mstep: Class 29 contains 72290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133232.000000 Penalty: 102823.757812
Iteration 67Q: 30 clusters Score -1.571332e+08 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 265585 members 
Mstep: Class 2 contains 199855 members 
Mstep: Class 3 contains 17667 members 
Mstep: Class 4 contains 11067 members 
Mstep: Class 5 contains 22423 members 
Mstep: Class 6 contains 66170 members 
Mstep: Class 7 contains 20113 members 
Mstep: Class 8 contains 16227 members 
Mstep: Class 9 contains 43686 members 
Mstep: Class 10 contains 22017 members 
Mstep: Class 11 contains 19868 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 12076 members 
Mstep: Class 14 contains 140521 members 
Mstep: Class 15 contains 49401 members 
Mstep: Class 16 contains 209011 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 25122 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 4340 members 
Mstep: Class 21 contains 21710 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 7054 members 
Mstep: Class 24 contains 233528 members 
Mstep: Class 25 contains 21420 members 
Mstep: Class 26 contains 46153 members 
Mstep: Class 27 contains 15280 members 
Mstep: Class 28 contains 4900 members 
Mstep: Class 29 contains 72557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133360.000000 Penalty: 102823.757812
Iteration 68Q: 30 clusters Score -1.571334e+08 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 262763 members 
Mstep: Class 2 contains 200446 members 
Mstep: Class 3 contains 17654 members 
Mstep: Class 4 contains 11066 members 
Mstep: Class 5 contains 22501 members 
Mstep: Class 6 contains 66181 members 
Mstep: Class 7 contains 20056 members 
Mstep: Class 8 contains 16205 members 
Mstep: Class 9 contains 43624 members 
Mstep: Class 10 contains 21988 members 
Mstep: Class 11 contains 19886 members 
Mstep: Class 12 contains 24198 members 
Mstep: Class 13 contains 12062 members 
Mstep: Class 14 contains 141628 members 
Mstep: Class 15 contains 49140 members 
Mstep: Class 16 contains 209828 members 
Mstep: Class 17 contains 17076 members 
Mstep: Class 18 contains 25082 members 
Mstep: Class 19 contains 8348 members 
Mstep: Class 20 contains 4339 members 
Mstep: Class 21 contains 21880 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 7110 members 
Mstep: Class 24 contains 233729 members 
Mstep: Class 25 contains 21390 members 
Mstep: Class 26 contains 46188 members 
Mstep: Class 27 contains 15274 members 
Mstep: Class 28 contains 4910 members 
Mstep: Class 29 contains 72785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133856.000000 Penalty: 102823.757812
Iteration 69Q: 30 clusters Score -1.571339e+08 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 259931 members 
Mstep: Class 2 contains 201071 members 
Mstep: Class 3 contains 17649 members 
Mstep: Class 4 contains 11061 members 
Mstep: Class 5 contains 22585 members 
Mstep: Class 6 contains 66213 members 
Mstep: Class 7 contains 19981 members 
Mstep: Class 8 contains 16191 members 
Mstep: Class 9 contains 43570 members 
Mstep: Class 10 contains 21968 members 
Mstep: Class 11 contains 19886 members 
Mstep: Class 12 contains 24210 members 
Mstep: Class 13 contains 12048 members 
Mstep: Class 14 contains 142715 members 
Mstep: Class 15 contains 48925 members 
Mstep: Class 16 contains 210642 members 
Mstep: Class 17 contains 17098 members 
Mstep: Class 18 contains 25046 members 
Mstep: Class 19 contains 8349 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 22054 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 7171 members 
Mstep: Class 24 contains 233903 members 
Mstep: Class 25 contains 21345 members 
Mstep: Class 26 contains 46218 members 
Mstep: Class 27 contains 15257 members 
Mstep: Class 28 contains 4921 members 
Mstep: Class 29 contains 72995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134160.000000 Penalty: 102823.757812
Iteration 70Q: 30 clusters Score -1.571342e+08 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 257112 members 
Mstep: Class 2 contains 201657 members 
Mstep: Class 3 contains 17637 members 
Mstep: Class 4 contains 11060 members 
Mstep: Class 5 contains 22673 members 
Mstep: Class 6 contains 66197 members 
Mstep: Class 7 contains 19902 members 
Mstep: Class 8 contains 16189 members 
Mstep: Class 9 contains 43541 members 
Mstep: Class 10 contains 21938 members 
Mstep: Class 11 contains 19884 members 
Mstep: Class 12 contains 24218 members 
Mstep: Class 13 contains 12040 members 
Mstep: Class 14 contains 143871 members 
Mstep: Class 15 contains 48717 members 
Mstep: Class 16 contains 211465 members 
Mstep: Class 17 contains 17113 members 
Mstep: Class 18 contains 25026 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 21 contains 22199 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 7246 members 
Mstep: Class 24 contains 234055 members 
Mstep: Class 25 contains 21323 members 
Mstep: Class 26 contains 46254 members 
Mstep: Class 27 contains 15237 members 
Mstep: Class 28 contains 4930 members 
Mstep: Class 29 contains 73170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134288.000000 Penalty: 102823.757812
Iteration 71Q: 30 clusters Score -1.571343e+08 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 254341 members 
Mstep: Class 2 contains 202226 members 
Mstep: Class 3 contains 17617 members 
Mstep: Class 4 contains 11070 members 
Mstep: Class 5 contains 22755 members 
Mstep: Class 6 contains 66173 members 
Mstep: Class 7 contains 19821 members 
Mstep: Class 8 contains 16188 members 
Mstep: Class 9 contains 43490 members 
Mstep: Class 10 contains 21912 members 
Mstep: Class 11 contains 19894 members 
Mstep: Class 12 contains 24217 members 
Mstep: Class 13 contains 12018 members 
Mstep: Class 14 contains 145015 members 
Mstep: Class 15 contains 48539 members 
Mstep: Class 16 contains 212316 members 
Mstep: Class 17 contains 17125 members 
Mstep: Class 18 contains 25010 members 
Mstep: Class 19 contains 8356 members 
Mstep: Class 20 contains 4329 members 
Mstep: Class 21 contains 22337 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 7325 members 
Mstep: Class 24 contains 234166 members 
Mstep: Class 25 contains 21301 members 
Mstep: Class 26 contains 46288 members 
Mstep: Class 27 contains 15231 members 
Mstep: Class 28 contains 4940 members 
Mstep: Class 29 contains 73337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134384.000000 Penalty: 102823.757812
Iteration 72Q: 30 clusters Score -1.571344e+08 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 251519 members 
Mstep: Class 2 contains 202814 members 
Mstep: Class 3 contains 17606 members 
Mstep: Class 4 contains 11074 members 
Mstep: Class 5 contains 22839 members 
Mstep: Class 6 contains 66137 members 
Mstep: Class 7 contains 19757 members 
Mstep: Class 8 contains 16195 members 
Mstep: Class 9 contains 43433 members 
Mstep: Class 10 contains 21880 members 
Mstep: Class 11 contains 19930 members 
Mstep: Class 12 contains 24219 members 
Mstep: Class 13 contains 11999 members 
Mstep: Class 14 contains 146113 members 
Mstep: Class 15 contains 48367 members 
Mstep: Class 16 contains 213236 members 
Mstep: Class 17 contains 17136 members 
Mstep: Class 18 contains 25015 members 
Mstep: Class 19 contains 8363 members 
Mstep: Class 20 contains 4329 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 7396 members 
Mstep: Class 24 contains 234279 members 
Mstep: Class 25 contains 21280 members 
Mstep: Class 26 contains 46311 members 
Mstep: Class 27 contains 15228 members 
Mstep: Class 28 contains 4944 members 
Mstep: Class 29 contains 73472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134848.000000 Penalty: 102823.757812
Iteration 73Q: 30 clusters Score -1.571348e+08 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 248807 members 
Mstep: Class 2 contains 203414 members 
Mstep: Class 3 contains 17587 members 
Mstep: Class 4 contains 11087 members 
Mstep: Class 5 contains 22880 members 
Mstep: Class 6 contains 66101 members 
Mstep: Class 7 contains 19698 members 
Mstep: Class 8 contains 16212 members 
Mstep: Class 9 contains 43387 members 
Mstep: Class 10 contains 21844 members 
Mstep: Class 11 contains 19946 members 
Mstep: Class 12 contains 24218 members 
Mstep: Class 13 contains 11977 members 
Mstep: Class 14 contains 147202 members 
Mstep: Class 15 contains 48209 members 
Mstep: Class 16 contains 214122 members 
Mstep: Class 17 contains 17153 members 
Mstep: Class 18 contains 25000 members 
Mstep: Class 19 contains 8365 members 
Mstep: Class 20 contains 4329 members 
Mstep: Class 21 contains 22594 members 
Mstep: Class 22 contains 1072 members 
Mstep: Class 23 contains 7481 members 
Mstep: Class 24 contains 234388 members 
Mstep: Class 25 contains 21258 members 
Mstep: Class 26 contains 46346 members 
Mstep: Class 27 contains 15226 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 73554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157135104.000000 Penalty: 102823.757812
Iteration 74Q: 30 clusters Score -1.571351e+08 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 246165 members 
Mstep: Class 2 contains 203987 members 
Mstep: Class 3 contains 17565 members 
Mstep: Class 4 contains 11107 members 
Mstep: Class 5 contains 22935 members 
Mstep: Class 6 contains 66075 members 
Mstep: Class 7 contains 19647 members 
Mstep: Class 8 contains 16230 members 
Mstep: Class 9 contains 43345 members 
Mstep: Class 10 contains 21811 members 
Mstep: Class 11 contains 19931 members 
Mstep: Class 12 contains 24222 members 
Mstep: Class 13 contains 11967 members 
Mstep: Class 14 contains 148265 members 
Mstep: Class 15 contains 48089 members 
Mstep: Class 16 contains 214973 members 
Mstep: Class 17 contains 17169 members 
Mstep: Class 18 contains 24990 members 
Mstep: Class 19 contains 8367 members 
Mstep: Class 20 contains 4329 members 
Mstep: Class 21 contains 22697 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 7597 members 
Mstep: Class 24 contains 234468 members 
Mstep: Class 25 contains 21233 members 
Mstep: Class 26 contains 46377 members 
Mstep: Class 27 contains 15219 members 
Mstep: Class 28 contains 4959 members 
Mstep: Class 29 contains 73618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157135856.000000 Penalty: 102823.757812
Iteration 75Q: 30 clusters Score -1.571359e+08 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243706 members 
Mstep: Class 2 contains 204489 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 11125 members 
Mstep: Class 5 contains 22993 members 
Mstep: Class 6 contains 66024 members 
Mstep: Class 7 contains 19610 members 
Mstep: Class 8 contains 16226 members 
Mstep: Class 9 contains 43308 members 
Mstep: Class 10 contains 21768 members 
Mstep: Class 11 contains 19938 members 
Mstep: Class 12 contains 24233 members 
Mstep: Class 13 contains 11935 members 
Mstep: Class 14 contains 149304 members 
Mstep: Class 15 contains 47998 members 
Mstep: Class 16 contains 215835 members 
Mstep: Class 17 contains 17177 members 
Mstep: Class 18 contains 24964 members 
Mstep: Class 19 contains 8374 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 22805 members 
Mstep: Class 22 contains 1070 members 
Mstep: Class 23 contains 7709 members 
Mstep: Class 24 contains 234503 members 
Mstep: Class 25 contains 21203 members 
Mstep: Class 26 contains 46408 members 
Mstep: Class 27 contains 15208 members 
Mstep: Class 28 contains 4967 members 
Mstep: Class 29 contains 73644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157136336.000000 Penalty: 102823.757812
Iteration 76Q: 30 clusters Score -1.571363e+08 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 241319 members 
Mstep: Class 2 contains 204951 members 
Mstep: Class 3 contains 17551 members 
Mstep: Class 4 contains 11142 members 
Mstep: Class 5 contains 23066 members 
Mstep: Class 6 contains 65961 members 
Mstep: Class 7 contains 19566 members 
Mstep: Class 8 contains 16232 members 
Mstep: Class 9 contains 43263 members 
Mstep: Class 10 contains 21715 members 
Mstep: Class 11 contains 19991 members 
Mstep: Class 12 contains 24240 members 
Mstep: Class 13 contains 11902 members 
Mstep: Class 14 contains 150235 members 
Mstep: Class 15 contains 47929 members 
Mstep: Class 16 contains 216729 members 
Mstep: Class 17 contains 17195 members 
Mstep: Class 18 contains 24946 members 
Mstep: Class 19 contains 8376 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 22905 members 
Mstep: Class 22 contains 1070 members 
Mstep: Class 23 contains 7821 members 
Mstep: Class 24 contains 234500 members 
Mstep: Class 25 contains 21185 members 
Mstep: Class 26 contains 46435 members 
Mstep: Class 27 contains 15202 members 
Mstep: Class 28 contains 4973 members 
Mstep: Class 29 contains 73680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157136480.000000 Penalty: 102823.757812
Iteration 77Q: 30 clusters Score -1.571365e+08 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 238996 members 
Mstep: Class 2 contains 205378 members 
Mstep: Class 3 contains 17546 members 
Mstep: Class 4 contains 11153 members 
Mstep: Class 5 contains 23122 members 
Mstep: Class 6 contains 65905 members 
Mstep: Class 7 contains 19545 members 
Mstep: Class 8 contains 16243 members 
Mstep: Class 9 contains 43234 members 
Mstep: Class 10 contains 21665 members 
Mstep: Class 11 contains 20019 members 
Mstep: Class 12 contains 24235 members 
Mstep: Class 13 contains 11862 members 
Mstep: Class 14 contains 151139 members 
Mstep: Class 15 contains 47877 members 
Mstep: Class 16 contains 217622 members 
Mstep: Class 17 contains 17206 members 
Mstep: Class 18 contains 24946 members 
Mstep: Class 19 contains 8376 members 
Mstep: Class 20 contains 4326 members 
Mstep: Class 21 contains 22994 members 
Mstep: Class 22 contains 1069 members 
Mstep: Class 23 contains 7929 members 
Mstep: Class 24 contains 234503 members 
Mstep: Class 25 contains 21165 members 
Mstep: Class 26 contains 46470 members 
Mstep: Class 27 contains 15196 members 
Mstep: Class 28 contains 4977 members 
Mstep: Class 29 contains 73710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157136752.000000 Penalty: 102823.757812
Iteration 78Q: 30 clusters Score -1.571368e+08 nChanged 4260
Entering ConstructFrom: 
Score: -157136752.000000 Penalty: 102823.757812
Entering ConstructFrom: 
Trying to split cluster 1 (236804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236804 members 
Entering Unmasked Estep 
Score: -23681974.000000 Penalty: 3068.996826
	Iteration 0F: 2 clusters Score -2.368197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118416 members 
Mstep: Class 2 contains 118388 members 
Entering Unmasked Estep 
Score: -23524320.000000 Penalty: 6137.993652
	Iteration 0F: 3 clusters Score -2.352432e+07 nChanged 114394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118050 members 
Mstep: Class 2 contains 118754 members 
Entering Unmasked Estep 
Score: -23591474.000000 Penalty: 6137.993652
	Iteration 1F: 3 clusters Score -2.359147e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117833 members 
Mstep: Class 2 contains 118971 members 
Entering Unmasked Estep 
Score: -23592478.000000 Penalty: 6137.993652
	Iteration 2Q: 3 clusters Score -2.359248e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117460 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -23593632.000000 Penalty: 6137.993652
	Iteration 3Q: 3 clusters Score -2.359363e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116828 members 
Mstep: Class 2 contains 119976 members 
Entering Unmasked Estep 
Score: -23594892.000000 Penalty: 6137.993652
	Iteration 4Q: 3 clusters Score -2.359489e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115898 members 
Mstep: Class 2 contains 120906 members 
Entering Unmasked Estep 
Score: -23596260.000000 Penalty: 6137.993652
	Iteration 5Q: 3 clusters Score -2.359626e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114421 members 
Mstep: Class 2 contains 122383 members 
Entering Unmasked Estep 
Score: -23598118.000000 Penalty: 6137.993652
	Iteration 6Q: 3 clusters Score -2.359812e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112206 members 
Mstep: Class 2 contains 124598 members 
Entering Unmasked Estep 
Score: -23600278.000000 Penalty: 6137.993652
	Iteration 7Q: 3 clusters Score -2.360028e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109261 members 
Mstep: Class 2 contains 127543 members 
Entering Unmasked Estep 
Score: -23603032.000000 Penalty: 6137.993652
	Iteration 8Q: 3 clusters Score -2.360303e+07 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105237 members 
Mstep: Class 2 contains 131567 members 
Entering Unmasked Estep 
Score: -23606244.000000 Penalty: 6137.993652
	Iteration 9Q: 3 clusters Score -2.360624e+07 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99996 members 
Mstep: Class 2 contains 136808 members 
Entering Unmasked Estep 
Score: -23610402.000000 Penalty: 6137.993652
	Iteration 10Q: 3 clusters Score -2.36104e+07 nChanged 11427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 143403 members 
Entering Unmasked Estep 
Score: -23615268.000000 Penalty: 6137.993652
	Iteration 11Q: 3 clusters Score -2.361527e+07 nChanged 12011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85220 members 
Mstep: Class 2 contains 151584 members 
Entering Unmasked Estep 
Score: -23620966.000000 Penalty: 6137.993652
	Iteration 12F: 3 clusters Score -2.362097e+07 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75753 members 
Mstep: Class 2 contains 161051 members 
Entering Unmasked Estep 
Score: -23627696.000000 Penalty: 6137.993652
	Iteration 13F: 3 clusters Score -2.36277e+07 nChanged 12059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 171616 members 
Entering Unmasked Estep 
Score: -23635004.000000 Penalty: 6137.993652
	Iteration 14F: 3 clusters Score -2.3635e+07 nChanged 11564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 182388 members 
Entering Unmasked Estep 
Score: -23643378.000000 Penalty: 6137.993652
	Iteration 15Q: 3 clusters Score -2.364338e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 192171 members 
Entering Unmasked Estep 
Score: -23651910.000000 Penalty: 6137.993652
	Iteration 16Q: 3 clusters Score -2.365191e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 199912 members 
Entering Unmasked Estep 
Score: -23658602.000000 Penalty: 6137.993652
	Iteration 17Q: 3 clusters Score -2.36586e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 205526 members 
Entering Unmasked Estep 
Score: -23663734.000000 Penalty: 6137.993652
	Iteration 18Q: 3 clusters Score -2.366373e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 209730 members 
Entering Unmasked Estep 
Score: -23666636.000000 Penalty: 6137.993652
	Iteration 19Q: 3 clusters Score -2.366664e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 213082 members 
Entering Unmasked Estep 
Score: -23668644.000000 Penalty: 6137.993652
	Iteration 20F: 3 clusters Score -2.366864e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 216083 members 
Entering Unmasked Estep 
Score: -23670240.000000 Penalty: 6137.993652
	Iteration 21Q: 3 clusters Score -2.367024e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 218733 members 
Entering Unmasked Estep 
Score: -23671456.000000 Penalty: 6137.993652
	Iteration 22Q: 3 clusters Score -2.367146e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 221005 members 
Entering Unmasked Estep 
Score: -23672568.000000 Penalty: 6137.993652
	Iteration 23Q: 3 clusters Score -2.367257e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 223043 members 
Entering Unmasked Estep 
Score: -23673570.000000 Penalty: 6137.993652
	Iteration 24Q: 3 clusters Score -2.367357e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 224839 members 
Entering Unmasked Estep 
Score: -23674370.000000 Penalty: 6137.993652
	Iteration 25Q: 3 clusters Score -2.367437e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 226387 members 
Entering Unmasked Estep 
Score: -23675152.000000 Penalty: 6137.993652
	Iteration 26Q: 3 clusters Score -2.367515e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 227719 members 
Entering Unmasked Estep 
Score: -23675804.000000 Penalty: 6137.993652
	Iteration 27Q: 3 clusters Score -2.36758e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 228866 members 
Entering Unmasked Estep 
Score: -23676332.000000 Penalty: 6137.993652
	Iteration 28Q: 3 clusters Score -2.367633e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 229855 members 
Entering Unmasked Estep 
Score: -23676808.000000 Penalty: 6137.993652
	Iteration 29Q: 3 clusters Score -2.367681e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 230670 members 
Entering Unmasked Estep 
Score: -23677124.000000 Penalty: 6137.993652
	Iteration 30Q: 3 clusters Score -2.367712e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 231396 members 
Entering Unmasked Estep 
Score: -23677518.000000 Penalty: 6137.993652
	Iteration 31Q: 3 clusters Score -2.367752e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 231978 members 
Entering Unmasked Estep 
Score: -23677640.000000 Penalty: 6137.993652
	Iteration 32Q: 3 clusters Score -2.367764e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 232480 members 
Entering Unmasked Estep 
Score: -23677904.000000 Penalty: 6137.993652
	Iteration 33Q: 3 clusters Score -2.36779e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 232929 members 
Entering Unmasked Estep 
Score: -23678156.000000 Penalty: 6137.993652
	Iteration 34Q: 3 clusters Score -2.367816e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 233327 members 
Entering Unmasked Estep 
Score: -23678356.000000 Penalty: 6137.993652
	Iteration 35Q: 3 clusters Score -2.367836e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 233648 members 
Entering Unmasked Estep 
Score: -23678484.000000 Penalty: 6137.993652
	Iteration 36Q: 3 clusters Score -2.367848e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 233903 members 
Entering Unmasked Estep 
Score: -23678598.000000 Penalty: 6137.993652
	Iteration 37Q: 3 clusters Score -2.36786e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 234147 members 
Entering Unmasked Estep 
Score: -23678666.000000 Penalty: 6137.993652
	Iteration 38Q: 3 clusters Score -2.367867e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 234350 members 
Entering Unmasked Estep 
Score: -23678778.000000 Penalty: 6137.993652
	Iteration 39Q: 3 clusters Score -2.367878e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 234497 members 
Entering Unmasked Estep 
Score: -23678844.000000 Penalty: 6137.993652
	Iteration 40F: 3 clusters Score -2.367884e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 234619 members 
Entering Unmasked Estep 
Score: -23678876.000000 Penalty: 6137.993652
	Iteration 41Q: 3 clusters Score -2.367888e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 234727 members 
Entering Unmasked Estep 
Score: -23678912.000000 Penalty: 6137.993652
	Iteration 42Q: 3 clusters Score -2.367891e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 234835 members 
Entering Unmasked Estep 
Score: -23678990.000000 Penalty: 6137.993652
	Iteration 43Q: 3 clusters Score -2.367899e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 234917 members 
Entering Unmasked Estep 
Score: -23678982.000000 Penalty: 6137.993652
	Iteration 44Q: 3 clusters Score -2.367898e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 234995 members 
Entering Unmasked Estep 
Score: -23679024.000000 Penalty: 6137.993652
	Iteration 45Q: 3 clusters Score -2.367902e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 235066 members 
Entering Unmasked Estep 
Score: -23679054.000000 Penalty: 6137.993652
	Iteration 46Q: 3 clusters Score -2.367905e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 235120 members 
Entering Unmasked Estep 
Score: -23679120.000000 Penalty: 6137.993652
	Iteration 47Q: 3 clusters Score -2.367912e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 235169 members 
Entering Unmasked Estep 
Score: -23679144.000000 Penalty: 6137.993652
	Iteration 48Q: 3 clusters Score -2.367914e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 235218 members 
Entering Unmasked Estep 
Score: -23679162.000000 Penalty: 6137.993652
	Iteration 49Q: 3 clusters Score -2.367916e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 235263 members 
Entering Unmasked Estep 
Score: -23679226.000000 Penalty: 6137.993652
	Iteration 50Q: 3 clusters Score -2.367923e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 235299 members 
Entering Unmasked Estep 
Score: -23679224.000000 Penalty: 6137.993652
	Iteration 51Q: 3 clusters Score -2.367922e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 235337 members 
Entering Unmasked Estep 
Score: -23679252.000000 Penalty: 6137.993652
	Iteration 52Q: 3 clusters Score -2.367925e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 235361 members 
Entering Unmasked Estep 
Score: -23679254.000000 Penalty: 6137.993652
	Iteration 53Q: 3 clusters Score -2.367925e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 235382 members 
Entering Unmasked Estep 
Score: -23679262.000000 Penalty: 6137.993652
	Iteration 54Q: 3 clusters Score -2.367926e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 235402 members 
Entering Unmasked Estep 
Score: -23679294.000000 Penalty: 6137.993652
	Iteration 55Q: 3 clusters Score -2.367929e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 235421 members 
Entering Unmasked Estep 
Score: -23679300.000000 Penalty: 6137.993652
	Iteration 56Q: 3 clusters Score -2.36793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 235435 members 
Entering Unmasked Estep 
Score: -23679316.000000 Penalty: 6137.993652
	Iteration 57Q: 3 clusters Score -2.367932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 235453 members 
Entering Unmasked Estep 
Score: -23679316.000000 Penalty: 6137.993652
	Iteration 58Q: 3 clusters Score -2.367932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 235470 members 
Entering Unmasked Estep 
Score: -23679312.000000 Penalty: 6137.993652
	Iteration 59Q: 3 clusters Score -2.367931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 235484 members 
Entering Unmasked Estep 
Score: -23679302.000000 Penalty: 6137.993652
	Iteration 60F: 3 clusters Score -2.36793e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 235501 members 
Entering Unmasked Estep 
Score: -23679346.000000 Penalty: 6137.993652
	Iteration 61Q: 3 clusters Score -2.367935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 235513 members 
Entering Unmasked Estep 
Score: -23679346.000000 Penalty: 6137.993652
	Iteration 62Q: 3 clusters Score -2.367935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 235522 members 
Entering Unmasked Estep 
Score: -23679356.000000 Penalty: 6137.993652
	Iteration 63Q: 3 clusters Score -2.367936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 235535 members 
Entering Unmasked Estep 
Score: -23679370.000000 Penalty: 6137.993652
	Iteration 64Q: 3 clusters Score -2.367937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 235546 members 
Entering Unmasked Estep 
Score: -23679352.000000 Penalty: 6137.993652
	Iteration 65Q: 3 clusters Score -2.367935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 235558 members 
Entering Unmasked Estep 
Score: -23679364.000000 Penalty: 6137.993652
	Iteration 66Q: 3 clusters Score -2.367936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 235563 members 
Entering Unmasked Estep 
Score: -23679360.000000 Penalty: 6137.993652
	Iteration 67Q: 3 clusters Score -2.367936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 235567 members 
Entering Unmasked Estep 
Score: -23679368.000000 Penalty: 6137.993652
	Iteration 68Q: 3 clusters Score -2.367937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 235572 members 
Entering Unmasked Estep 
Score: -23679386.000000 Penalty: 6137.993652
	Iteration 69Q: 3 clusters Score -2.367939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 235576 members 
Entering Unmasked Estep 
Score: -23679378.000000 Penalty: 6137.993652
	Iteration 70Q: 3 clusters Score -2.367938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 235582 members 
Entering Unmasked Estep 
Score: -23679376.000000 Penalty: 6137.993652
	Iteration 71Q: 3 clusters Score -2.367938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 235588 members 
Entering Unmasked Estep 
Score: -23679362.000000 Penalty: 6137.993652
	Iteration 72Q: 3 clusters Score -2.367936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 235593 members 
Entering Unmasked Estep 
Score: -23679372.000000 Penalty: 6137.993652
	Iteration 73Q: 3 clusters Score -2.367937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 235598 members 
Entering Unmasked Estep 
Score: -23679370.000000 Penalty: 6137.993652
	Iteration 74Q: 3 clusters Score -2.367937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 235605 members 
Entering Unmasked Estep 
Score: -23679364.000000 Penalty: 6137.993652
	Iteration 75Q: 3 clusters Score -2.367936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 235607 members 
Entering Unmasked Estep 
Score: -23679356.000000 Penalty: 6137.993652
	Iteration 76Q: 3 clusters Score -2.367936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 235608 members 
Entering Unmasked Estep 
Score: -23679366.000000 Penalty: 6137.993652
	Iteration 77Q: 3 clusters Score -2.367937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 235608 members 
Entering Unmasked Estep 
Score: -23679368.000000 Penalty: 6137.993652
	Iteration 78Q: 3 clusters Score -2.367937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 235610 members 
Entering Unmasked Estep 
Score: -23679368.000000 Penalty: 6137.993652
	Iteration 79Q: 3 clusters Score -2.367937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 235611 members 
Entering Unmasked Estep 
Score: -23679374.000000 Penalty: 6137.993652
	Iteration 80F: 3 clusters Score -2.367937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 235612 members 
Entering Unmasked Estep 
Score: -23679384.000000 Penalty: 6137.993652
	Iteration 81Q: 3 clusters Score -2.367938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 235612 members 
Entering Unmasked Estep 
Score: -23679384.000000 Penalty: 6137.993652
	Iteration 82F: 3 clusters Score -2.367938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (205756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205756 members 
Entering Unmasked Estep 
Score: -20735636.000000 Penalty: 3034.142822
	Iteration 0F: 2 clusters Score -2.073564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103372 members 
Mstep: Class 2 contains 102384 members 
Entering Unmasked Estep 
Score: -20597920.000000 Penalty: 6068.285645
	Iteration 0F: 3 clusters Score -2.059792e+07 nChanged 98704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111138 members 
Mstep: Class 2 contains 94618 members 
Entering Unmasked Estep 
Score: -20656498.000000 Penalty: 6068.285645
	Iteration 1F: 3 clusters Score -2.06565e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116151 members 
Mstep: Class 2 contains 89605 members 
Entering Unmasked Estep 
Score: -20658414.000000 Penalty: 6068.285645
	Iteration 2Q: 3 clusters Score -2.065841e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123988 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -20661836.000000 Penalty: 6068.285645
	Iteration 3Q: 3 clusters Score -2.066184e+07 nChanged 11954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135776 members 
Mstep: Class 2 contains 69980 members 
Entering Unmasked Estep 
Score: -20668260.000000 Penalty: 6068.285645
	Iteration 4F: 3 clusters Score -2.066826e+07 nChanged 16576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152326 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -20680468.000000 Penalty: 6068.285645
	Iteration 5F: 3 clusters Score -2.068047e+07 nChanged 19977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172299 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -20698998.000000 Penalty: 6068.285645
	Iteration 6F: 3 clusters Score -2.0699e+07 nChanged 18450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190749 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -20718010.000000 Penalty: 6068.285645
	Iteration 7F: 3 clusters Score -2.071801e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201425 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -20728708.000000 Penalty: 6068.285645
	Iteration 8F: 3 clusters Score -2.072871e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204825 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -20731980.000000 Penalty: 6068.285645
	Iteration 9Q: 3 clusters Score -2.073198e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205450 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -20732616.000000 Penalty: 6068.285645
	Iteration 10Q: 3 clusters Score -2.073262e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205551 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20732772.000000 Penalty: 6068.285645
	Iteration 11Q: 3 clusters Score -2.073277e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205583 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20732858.000000 Penalty: 6068.285645
	Iteration 12Q: 3 clusters Score -2.073286e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205596 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20732906.000000 Penalty: 6068.285645
	Iteration 13Q: 3 clusters Score -2.073291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205605 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20732916.000000 Penalty: 6068.285645
	Iteration 14Q: 3 clusters Score -2.073292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205608 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20732936.000000 Penalty: 6068.285645
	Iteration 15Q: 3 clusters Score -2.073294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205609 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20732946.000000 Penalty: 6068.285645
	Iteration 16Q: 3 clusters Score -2.073295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205610 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20732952.000000 Penalty: 6068.285645
	Iteration 17Q: 3 clusters Score -2.073295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205610 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20732966.000000 Penalty: 6068.285645
	Iteration 18Q: 3 clusters Score -2.073297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205611 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20732970.000000 Penalty: 6068.285645
	Iteration 19Q: 3 clusters Score -2.073297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205611 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20732982.000000 Penalty: 6068.285645
	Iteration 20F: 3 clusters Score -2.073298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Entering Unmasked Estep 
Score: -1695124.750000 Penalty: 2423.529297
	Iteration 0F: 2 clusters Score -1695125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1682514.500000 Penalty: 4847.058594
	Iteration 0F: 3 clusters Score -1682514 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1686650.875000 Penalty: 4847.058594
	Iteration 1F: 3 clusters Score -1686651 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1687292.250000 Penalty: 4847.058594
	Iteration 2F: 3 clusters Score -1687292 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1688084.875000 Penalty: 4847.058594
	Iteration 3F: 3 clusters Score -1688085 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1688979.625000 Penalty: 4847.058594
	Iteration 4F: 3 clusters Score -1688980 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1689803.375000 Penalty: 4847.058594
	Iteration 5F: 3 clusters Score -1689803 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1690522.750000 Penalty: 4847.058594
	Iteration 6F: 3 clusters Score -1690523 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1691087.750000 Penalty: 4847.058594
	Iteration 7F: 3 clusters Score -1691088 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1691539.125000 Penalty: 4847.058594
	Iteration 8Q: 3 clusters Score -1691539 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1691900.000000 Penalty: 4847.058594
	Iteration 9Q: 3 clusters Score -1691900 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1692185.875000 Penalty: 4847.058594
	Iteration 10Q: 3 clusters Score -1692186 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1692419.000000 Penalty: 4847.058594
	Iteration 11Q: 3 clusters Score -1692419 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1692605.750000 Penalty: 4847.058594
	Iteration 12Q: 3 clusters Score -1692606 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1692775.500000 Penalty: 4847.058594
	Iteration 13Q: 3 clusters Score -1692776 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1692923.125000 Penalty: 4847.058594
	Iteration 14Q: 3 clusters Score -1692923 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1693028.750000 Penalty: 4847.058594
	Iteration 15Q: 3 clusters Score -1693029 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1693108.875000 Penalty: 4847.058594
	Iteration 16Q: 3 clusters Score -1693109 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1693163.875000 Penalty: 4847.058594
	Iteration 17Q: 3 clusters Score -1693164 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1693196.125000 Penalty: 4847.058594
	Iteration 18Q: 3 clusters Score -1693196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1693214.125000 Penalty: 4847.058594
	Iteration 19Q: 3 clusters Score -1693214 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1693243.750000 Penalty: 4847.058594
	Iteration 20F: 3 clusters Score -1693244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1693251.250000 Penalty: 4847.058594
	Iteration 21Q: 3 clusters Score -1693251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1693265.125000 Penalty: 4847.058594
	Iteration 22Q: 3 clusters Score -1693265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1693281.625000 Penalty: 4847.058594
	Iteration 23Q: 3 clusters Score -1693282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1693295.500000 Penalty: 4847.058594
	Iteration 24Q: 3 clusters Score -1693296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1693298.000000 Penalty: 4847.058594
	Iteration 25Q: 3 clusters Score -1693298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1693302.500000 Penalty: 4847.058594
	Iteration 26Q: 3 clusters Score -1693302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1693305.125000 Penalty: 4847.058594
	Iteration 27Q: 3 clusters Score -1693305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1693308.250000 Penalty: 4847.058594
	Iteration 28Q: 3 clusters Score -1693308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1693313.250000 Penalty: 4847.058594
	Iteration 29Q: 3 clusters Score -1693313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1693314.250000 Penalty: 4847.058594
	Iteration 30Q: 3 clusters Score -1693314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1693318.125000 Penalty: 4847.058594
	Iteration 31Q: 3 clusters Score -1693318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1693320.250000 Penalty: 4847.058594
	Iteration 32Q: 3 clusters Score -1693320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1693326.875000 Penalty: 4847.058594
	Iteration 33Q: 3 clusters Score -1693327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1693331.000000 Penalty: 4847.058594
	Iteration 34Q: 3 clusters Score -1693331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1693336.375000 Penalty: 4847.058594
	Iteration 35Q: 3 clusters Score -1693336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1693335.250000 Penalty: 4847.058594
	Iteration 36Q: 3 clusters Score -1693335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1693336.375000 Penalty: 4847.058594
	Iteration 37Q: 3 clusters Score -1693336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1693336.250000 Penalty: 4847.058594
	Iteration 38Q: 3 clusters Score -1693336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1693336.500000 Penalty: 4847.058594
	Iteration 39Q: 3 clusters Score -1693336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1693337.250000 Penalty: 4847.058594
	Iteration 40F: 3 clusters Score -1693337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1693338.000000 Penalty: 4847.058594
	Iteration 41Q: 3 clusters Score -1693338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1693338.125000 Penalty: 4847.058594
	Iteration 42Q: 3 clusters Score -1693338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1693337.625000 Penalty: 4847.058594
	Iteration 43Q: 3 clusters Score -1693338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1693336.250000 Penalty: 4847.058594
	Iteration 44Q: 3 clusters Score -1693336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1693337.375000 Penalty: 4847.058594
	Iteration 45Q: 3 clusters Score -1693337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1693337.375000 Penalty: 4847.058594
	Iteration 46F: 3 clusters Score -1693337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Entering Unmasked Estep 
Score: -1076549.125000 Penalty: 2311.516113
	Iteration 0F: 2 clusters Score -1076549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1068077.000000 Penalty: 4623.032227
	Iteration 0F: 3 clusters Score -1068077 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1070841.750000 Penalty: 4623.032227
	Iteration 1F: 3 clusters Score -1070842 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1071378.125000 Penalty: 4623.032227
	Iteration 2F: 3 clusters Score -1071378 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1071776.250000 Penalty: 4623.032227
	Iteration 3F: 3 clusters Score -1071776 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1072242.000000 Penalty: 4623.032227
	Iteration 4F: 3 clusters Score -1072242 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1072880.875000 Penalty: 4623.032227
	Iteration 5F: 3 clusters Score -1072881 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1073846.125000 Penalty: 4623.032227
	Iteration 6F: 3 clusters Score -1073846 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1075298.250000 Penalty: 4623.032227
	Iteration 7F: 3 clusters Score -1075298 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1076556.875000 Penalty: 4623.032227
	Iteration 8F: 3 clusters Score -1076557 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1077165.500000 Penalty: 4623.032227
	Iteration 9Q: 3 clusters Score -1077166 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1077586.250000 Penalty: 4623.032227
	Iteration 10Q: 3 clusters Score -1077586 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1078074.375000 Penalty: 4623.032227
	Iteration 11Q: 3 clusters Score -1078074 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1078579.625000 Penalty: 4623.032227
	Iteration 12Q: 3 clusters Score -1078580 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1078752.375000 Penalty: 4623.032227
	Iteration 13Q: 3 clusters Score -1078752 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1078812.875000 Penalty: 4623.032227
	Iteration 14Q: 3 clusters Score -1078813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1078833.500000 Penalty: 4623.032227
	Iteration 15Q: 3 clusters Score -1078834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1078842.625000 Penalty: 4623.032227
	Iteration 16Q: 3 clusters Score -1078843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1078848.000000 Penalty: 4623.032227
	Iteration 17Q: 3 clusters Score -1078848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1078848.250000 Penalty: 4623.032227
	Iteration 18Q: 3 clusters Score -1078848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1078850.125000 Penalty: 4623.032227
	Iteration 19Q: 3 clusters Score -1078850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1078850.375000 Penalty: 4623.032227
	Iteration 20F: 3 clusters Score -1078850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1078850.500000 Penalty: 4623.032227
	Iteration 21Q: 3 clusters Score -1078850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1078849.875000 Penalty: 4623.032227
	Iteration 22Q: 3 clusters Score -1078850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1078851.000000 Penalty: 4623.032227
	Iteration 23Q: 3 clusters Score -1078851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1078851.000000 Penalty: 4623.032227
	Iteration 24F: 3 clusters Score -1078851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236804 members 
Mstep: Class 2 contains 205756 members 
Mstep: Class 3 contains 17541 members 
Mstep: Class 4 contains 9382 members 
Mstep: Class 5 contains 23157 members 
Mstep: Class 6 contains 65838 members 
Mstep: Class 7 contains 19523 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 43189 members 
Mstep: Class 10 contains 21611 members 
Mstep: Class 11 contains 20090 members 
Mstep: Class 12 contains 24239 members 
Mstep: Class 13 contains 11823 members 
Mstep: Class 14 contains 152004 members 
Mstep: Class 15 contains 47830 members 
Mstep: Class 16 contains 218516 members 
Mstep: Class 17 contains 17219 members 
Mstep: Class 18 contains 24939 members 
Mstep: Class 19 contains 8381 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 21 contains 23084 members 
Mstep: Class 22 contains 1069 members 
Mstep: Class 23 contains 8031 members 
Mstep: Class 24 contains 234511 members 
Mstep: Class 25 contains 21148 members 
Mstep: Class 26 contains 46491 members 
Mstep: Class 27 contains 15194 members 
Mstep: Class 28 contains 4981 members 
Mstep: Class 29 contains 73703 members 
Mstep: Class 30 contains 1784 members 
Entering Unmasked Estep 
Score: -157137456.000000 Penalty: 106369.406250
Splitting cluster 4 changes total score from -157136752.000000 to -157137456.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 5 (23157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Entering Unmasked Estep 
Score: -2145009.750000 Penalty: 2492.413086
	Iteration 0F: 2 clusters Score -2145010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2128941.750000 Penalty: 4984.826172
	Iteration 0F: 3 clusters Score -2128942 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2134627.500000 Penalty: 4984.826172
	Iteration 1F: 3 clusters Score -2134628 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2135257.750000 Penalty: 4984.826172
	Iteration 2F: 3 clusters Score -2135258 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2135891.500000 Penalty: 4984.826172
	Iteration 3F: 3 clusters Score -2135892 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2136597.000000 Penalty: 4984.826172
	Iteration 4F: 3 clusters Score -2136597 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2137419.750000 Penalty: 4984.826172
	Iteration 5F: 3 clusters Score -2137420 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2138364.000000 Penalty: 4984.826172
	Iteration 6F: 3 clusters Score -2138364 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2139397.000000 Penalty: 4984.826172
	Iteration 7F: 3 clusters Score -2139397 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2140419.500000 Penalty: 4984.826172
	Iteration 8F: 3 clusters Score -2140420 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2141370.500000 Penalty: 4984.826172
	Iteration 9Q: 3 clusters Score -2141370 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2142226.250000 Penalty: 4984.826172
	Iteration 10Q: 3 clusters Score -2142226 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2142829.000000 Penalty: 4984.826172
	Iteration 11Q: 3 clusters Score -2142829 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2143226.750000 Penalty: 4984.826172
	Iteration 12Q: 3 clusters Score -2143227 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2143442.750000 Penalty: 4984.826172
	Iteration 13Q: 3 clusters Score -2143443 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2143569.750000 Penalty: 4984.826172
	Iteration 14Q: 3 clusters Score -2143570 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2143642.250000 Penalty: 4984.826172
	Iteration 15Q: 3 clusters Score -2143642 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2143697.500000 Penalty: 4984.826172
	Iteration 16Q: 3 clusters Score -2143698 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2143737.500000 Penalty: 4984.826172
	Iteration 17Q: 3 clusters Score -2143738 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2143773.500000 Penalty: 4984.826172
	Iteration 18Q: 3 clusters Score -2143774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2143792.000000 Penalty: 4984.826172
	Iteration 19Q: 3 clusters Score -2143792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2143812.000000 Penalty: 4984.826172
	Iteration 20F: 3 clusters Score -2143812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2143837.250000 Penalty: 4984.826172
	Iteration 21Q: 3 clusters Score -2143837 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2143854.500000 Penalty: 4984.826172
	Iteration 22Q: 3 clusters Score -2143854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2143871.250000 Penalty: 4984.826172
	Iteration 23Q: 3 clusters Score -2143871 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2143880.000000 Penalty: 4984.826172
	Iteration 24Q: 3 clusters Score -2143880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2143892.250000 Penalty: 4984.826172
	Iteration 25Q: 3 clusters Score -2143892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2143900.250000 Penalty: 4984.826172
	Iteration 26Q: 3 clusters Score -2143900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2143911.750000 Penalty: 4984.826172
	Iteration 27Q: 3 clusters Score -2143912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2143918.750000 Penalty: 4984.826172
	Iteration 28Q: 3 clusters Score -2143919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2143924.000000 Penalty: 4984.826172
	Iteration 29Q: 3 clusters Score -2143924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2143931.750000 Penalty: 4984.826172
	Iteration 30Q: 3 clusters Score -2143932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2143931.500000 Penalty: 4984.826172
	Iteration 31Q: 3 clusters Score -2143932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2143940.000000 Penalty: 4984.826172
	Iteration 32Q: 3 clusters Score -2143940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2143939.500000 Penalty: 4984.826172
	Iteration 33Q: 3 clusters Score -2143940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2143948.000000 Penalty: 4984.826172
	Iteration 34Q: 3 clusters Score -2143948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2143952.000000 Penalty: 4984.826172
	Iteration 35Q: 3 clusters Score -2143952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2143954.750000 Penalty: 4984.826172
	Iteration 36Q: 3 clusters Score -2143955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2143954.500000 Penalty: 4984.826172
	Iteration 37Q: 3 clusters Score -2143954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2143960.750000 Penalty: 4984.826172
	Iteration 38Q: 3 clusters Score -2143961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2143962.000000 Penalty: 4984.826172
	Iteration 39Q: 3 clusters Score -2143962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2143965.500000 Penalty: 4984.826172
	Iteration 40F: 3 clusters Score -2143966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2143969.500000 Penalty: 4984.826172
	Iteration 41Q: 3 clusters Score -2143970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2143976.750000 Penalty: 4984.826172
	Iteration 42Q: 3 clusters Score -2143977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2143980.000000 Penalty: 4984.826172
	Iteration 43Q: 3 clusters Score -2143980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2143978.250000 Penalty: 4984.826172
	Iteration 44Q: 3 clusters Score -2143978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2143987.250000 Penalty: 4984.826172
	Iteration 45Q: 3 clusters Score -2143987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2143990.250000 Penalty: 4984.826172
	Iteration 46Q: 3 clusters Score -2143990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2143987.000000 Penalty: 4984.826172
	Iteration 47Q: 3 clusters Score -2143987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2143988.500000 Penalty: 4984.826172
	Iteration 48Q: 3 clusters Score -2143988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2143986.250000 Penalty: 4984.826172
	Iteration 49Q: 3 clusters Score -2143986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2143988.000000 Penalty: 4984.826172
	Iteration 50Q: 3 clusters Score -2143988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2143989.250000 Penalty: 4984.826172
	Iteration 51Q: 3 clusters Score -2143989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2143990.250000 Penalty: 4984.826172
	Iteration 52Q: 3 clusters Score -2143990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2143987.000000 Penalty: 4984.826172
	Iteration 53Q: 3 clusters Score -2143987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2143988.000000 Penalty: 4984.826172
	Iteration 54Q: 3 clusters Score -2143988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2143989.750000 Penalty: 4984.826172
	Iteration 55Q: 3 clusters Score -2143990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2143989.250000 Penalty: 4984.826172
	Iteration 56Q: 3 clusters Score -2143989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2143989.250000 Penalty: 4984.826172
	Iteration 57F: 3 clusters Score -2143989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Entering Unmasked Estep 
Score: -6614439.500000 Penalty: 2751.548340
	Iteration 0F: 2 clusters Score -6614440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -6570396.500000 Penalty: 5503.096680
	Iteration 0F: 3 clusters Score -6570396 nChanged 30623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -6587471.500000 Penalty: 5503.096680
	Iteration 1F: 3 clusters Score -6587472 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -6588226.500000 Penalty: 5503.096680
	Iteration 2Q: 3 clusters Score -6588226 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -6589323.500000 Penalty: 5503.096680
	Iteration 3Q: 3 clusters Score -6589324 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -6591129.000000 Penalty: 5503.096680
	Iteration 4F: 3 clusters Score -6591129 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -6594167.000000 Penalty: 5503.096680
	Iteration 5F: 3 clusters Score -6594167 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -6598762.500000 Penalty: 5503.096680
	Iteration 6F: 3 clusters Score -6598762 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -6603844.500000 Penalty: 5503.096680
	Iteration 7F: 3 clusters Score -6603844 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -6607568.500000 Penalty: 5503.096680
	Iteration 8F: 3 clusters Score -6607568 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -6609453.000000 Penalty: 5503.096680
	Iteration 9Q: 3 clusters Score -6609453 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -6610309.500000 Penalty: 5503.096680
	Iteration 10Q: 3 clusters Score -6610310 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -6610868.500000 Penalty: 5503.096680
	Iteration 11Q: 3 clusters Score -6610868 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -6611375.000000 Penalty: 5503.096680
	Iteration 12Q: 3 clusters Score -6611375 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -6611875.500000 Penalty: 5503.096680
	Iteration 13Q: 3 clusters Score -6611876 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -6612221.500000 Penalty: 5503.096680
	Iteration 14Q: 3 clusters Score -6612222 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -6612453.000000 Penalty: 5503.096680
	Iteration 15Q: 3 clusters Score -6612453 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -6612649.000000 Penalty: 5503.096680
	Iteration 16Q: 3 clusters Score -6612649 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -6612776.500000 Penalty: 5503.096680
	Iteration 17Q: 3 clusters Score -6612776 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60342 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -6612860.500000 Penalty: 5503.096680
	Iteration 18Q: 3 clusters Score -6612860 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -6612954.000000 Penalty: 5503.096680
	Iteration 19Q: 3 clusters Score -6612954 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -6613008.000000 Penalty: 5503.096680
	Iteration 20F: 3 clusters Score -6613008 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -6613059.000000 Penalty: 5503.096680
	Iteration 21Q: 3 clusters Score -6613059 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -6613108.000000 Penalty: 5503.096680
	Iteration 22Q: 3 clusters Score -6613108 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -6613107.500000 Penalty: 5503.096680
	Iteration 23Q: 3 clusters Score -6613108 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -6613129.000000 Penalty: 5503.096680
	Iteration 24Q: 3 clusters Score -6613129 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -6613158.500000 Penalty: 5503.096680
	Iteration 25Q: 3 clusters Score -6613158 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -6613166.500000 Penalty: 5503.096680
	Iteration 26Q: 3 clusters Score -6613166 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -6613179.500000 Penalty: 5503.096680
	Iteration 27Q: 3 clusters Score -6613180 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -6613190.000000 Penalty: 5503.096680
	Iteration 28Q: 3 clusters Score -6613190 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -6613217.500000 Penalty: 5503.096680
	Iteration 29Q: 3 clusters Score -6613218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -6613230.000000 Penalty: 5503.096680
	Iteration 30Q: 3 clusters Score -6613230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -6613234.000000 Penalty: 5503.096680
	Iteration 31Q: 3 clusters Score -6613234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -6613248.500000 Penalty: 5503.096680
	Iteration 32Q: 3 clusters Score -6613248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6613240.000000 Penalty: 5503.096680
	Iteration 33Q: 3 clusters Score -6613240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62027 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -6613258.000000 Penalty: 5503.096680
	Iteration 34Q: 3 clusters Score -6613258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -6613261.000000 Penalty: 5503.096680
	Iteration 35Q: 3 clusters Score -6613261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -6613270.500000 Penalty: 5503.096680
	Iteration 36Q: 3 clusters Score -6613270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -6613278.000000 Penalty: 5503.096680
	Iteration 37Q: 3 clusters Score -6613278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -6613278.500000 Penalty: 5503.096680
	Iteration 38Q: 3 clusters Score -6613278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -6613269.500000 Penalty: 5503.096680
	Iteration 39Q: 3 clusters Score -6613270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -6613293.000000 Penalty: 5503.096680
	Iteration 40F: 3 clusters Score -6613293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -6613288.000000 Penalty: 5503.096680
	Iteration 41Q: 3 clusters Score -6613288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -6613296.000000 Penalty: 5503.096680
	Iteration 42Q: 3 clusters Score -6613296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6613301.000000 Penalty: 5503.096680
	Iteration 43Q: 3 clusters Score -6613301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -6613298.000000 Penalty: 5503.096680
	Iteration 44Q: 3 clusters Score -6613298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -6613290.500000 Penalty: 5503.096680
	Iteration 45Q: 3 clusters Score -6613290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -6613303.000000 Penalty: 5503.096680
	Iteration 46Q: 3 clusters Score -6613303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -6613307.000000 Penalty: 5503.096680
	Iteration 47Q: 3 clusters Score -6613307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -6613308.500000 Penalty: 5503.096680
	Iteration 48Q: 3 clusters Score -6613308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -6613300.500000 Penalty: 5503.096680
	Iteration 49Q: 3 clusters Score -6613300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -6613305.500000 Penalty: 5503.096680
	Iteration 50Q: 3 clusters Score -6613306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6613302.500000 Penalty: 5503.096680
	Iteration 51Q: 3 clusters Score -6613302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6613299.500000 Penalty: 5503.096680
	Iteration 52Q: 3 clusters Score -6613300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62479 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6613286.500000 Penalty: 5503.096680
	Iteration 53Q: 3 clusters Score -6613286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -6613293.000000 Penalty: 5503.096680
	Iteration 54Q: 3 clusters Score -6613293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -6613299.500000 Penalty: 5503.096680
	Iteration 55Q: 3 clusters Score -6613300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -6613310.000000 Penalty: 5503.096680
	Iteration 56Q: 3 clusters Score -6613310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -6613305.500000 Penalty: 5503.096680
	Iteration 57Q: 3 clusters Score -6613306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -6613304.500000 Penalty: 5503.096680
	Iteration 58Q: 3 clusters Score -6613304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -6613314.000000 Penalty: 5503.096680
	Iteration 59Q: 3 clusters Score -6613314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62531 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -6613317.000000 Penalty: 5503.096680
	Iteration 60F: 3 clusters Score -6613317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -6613313.000000 Penalty: 5503.096680
	Iteration 61Q: 3 clusters Score -6613313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -6613316.000000 Penalty: 5503.096680
	Iteration 62Q: 3 clusters Score -6613316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -6613315.500000 Penalty: 5503.096680
	Iteration 63Q: 3 clusters Score -6613316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6613315.500000 Penalty: 5503.096680
	Iteration 64Q: 3 clusters Score -6613316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62559 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6613308.500000 Penalty: 5503.096680
	Iteration 65Q: 3 clusters Score -6613308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -6613319.000000 Penalty: 5503.096680
	Iteration 66Q: 3 clusters Score -6613319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -6613327.500000 Penalty: 5503.096680
	Iteration 67Q: 3 clusters Score -6613328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -6613320.000000 Penalty: 5503.096680
	Iteration 68Q: 3 clusters Score -6613320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -6613307.500000 Penalty: 5503.096680
	Iteration 69Q: 3 clusters Score -6613308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -6613308.000000 Penalty: 5503.096680
	Iteration 70Q: 3 clusters Score -6613308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -6613303.000000 Penalty: 5503.096680
	Iteration 71Q: 3 clusters Score -6613303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -6613310.500000 Penalty: 5503.096680
	Iteration 72Q: 3 clusters Score -6613310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -6613309.500000 Penalty: 5503.096680
	Iteration 73Q: 3 clusters Score -6613310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -6613308.000000 Penalty: 5503.096680
	Iteration 74Q: 3 clusters Score -6613308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -6613308.000000 Penalty: 5503.096680
	Iteration 75F: 3 clusters Score -6613308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Entering Unmasked Estep 
Score: -1900776.250000 Penalty: 2450.078613
	Iteration 0F: 2 clusters Score -1900776 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 9783 members 
Entering Unmasked Estep 
Score: -1887044.000000 Penalty: 4900.157227
	Iteration 0F: 3 clusters Score -1887044 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1892577.875000 Penalty: 4900.157227
	Iteration 1F: 3 clusters Score -1892578 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1893907.500000 Penalty: 4900.157227
	Iteration 2F: 3 clusters Score -1893908 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1895388.625000 Penalty: 4900.157227
	Iteration 3F: 3 clusters Score -1895389 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1896943.000000 Penalty: 4900.157227
	Iteration 4F: 3 clusters Score -1896943 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1898281.125000 Penalty: 4900.157227
	Iteration 5F: 3 clusters Score -1898281 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1899265.125000 Penalty: 4900.157227
	Iteration 6F: 3 clusters Score -1899265 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1900062.875000 Penalty: 4900.157227
	Iteration 7Q: 3 clusters Score -1900063 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1900712.500000 Penalty: 4900.157227
	Iteration 8Q: 3 clusters Score -1900712 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1901230.000000 Penalty: 4900.157227
	Iteration 9Q: 3 clusters Score -1901230 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1901631.250000 Penalty: 4900.157227
	Iteration 10Q: 3 clusters Score -1901631 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1901879.625000 Penalty: 4900.157227
	Iteration 11Q: 3 clusters Score -1901880 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1902034.375000 Penalty: 4900.157227
	Iteration 12Q: 3 clusters Score -1902034 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1902127.875000 Penalty: 4900.157227
	Iteration 13Q: 3 clusters Score -1902128 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1902178.875000 Penalty: 4900.157227
	Iteration 14Q: 3 clusters Score -1902179 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1902225.125000 Penalty: 4900.157227
	Iteration 15Q: 3 clusters Score -1902225 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1902276.250000 Penalty: 4900.157227
	Iteration 16Q: 3 clusters Score -1902276 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1902321.375000 Penalty: 4900.157227
	Iteration 17Q: 3 clusters Score -1902321 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1902362.375000 Penalty: 4900.157227
	Iteration 18Q: 3 clusters Score -1902362 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1902402.500000 Penalty: 4900.157227
	Iteration 19Q: 3 clusters Score -1902402 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1902450.250000 Penalty: 4900.157227
	Iteration 20F: 3 clusters Score -1902450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1902494.125000 Penalty: 4900.157227
	Iteration 21Q: 3 clusters Score -1902494 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1902527.625000 Penalty: 4900.157227
	Iteration 22Q: 3 clusters Score -1902528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1902551.000000 Penalty: 4900.157227
	Iteration 23Q: 3 clusters Score -1902551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1902570.375000 Penalty: 4900.157227
	Iteration 24Q: 3 clusters Score -1902570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1902580.375000 Penalty: 4900.157227
	Iteration 25Q: 3 clusters Score -1902580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1902592.500000 Penalty: 4900.157227
	Iteration 26Q: 3 clusters Score -1902592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1902600.625000 Penalty: 4900.157227
	Iteration 27Q: 3 clusters Score -1902601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1902610.875000 Penalty: 4900.157227
	Iteration 28Q: 3 clusters Score -1902611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1902617.250000 Penalty: 4900.157227
	Iteration 29Q: 3 clusters Score -1902617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1902618.000000 Penalty: 4900.157227
	Iteration 30Q: 3 clusters Score -1902618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1902621.375000 Penalty: 4900.157227
	Iteration 31Q: 3 clusters Score -1902621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1902624.750000 Penalty: 4900.157227
	Iteration 32Q: 3 clusters Score -1902625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1902622.625000 Penalty: 4900.157227
	Iteration 33Q: 3 clusters Score -1902623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1902623.250000 Penalty: 4900.157227
	Iteration 34Q: 3 clusters Score -1902623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1902624.125000 Penalty: 4900.157227
	Iteration 35Q: 3 clusters Score -1902624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1902625.875000 Penalty: 4900.157227
	Iteration 36Q: 3 clusters Score -1902626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1902626.750000 Penalty: 4900.157227
	Iteration 37Q: 3 clusters Score -1902627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1902631.875000 Penalty: 4900.157227
	Iteration 38Q: 3 clusters Score -1902632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1902633.750000 Penalty: 4900.157227
	Iteration 39Q: 3 clusters Score -1902634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1902632.250000 Penalty: 4900.157227
	Iteration 40F: 3 clusters Score -1902632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1902633.125000 Penalty: 4900.157227
	Iteration 41Q: 3 clusters Score -1902633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1902635.625000 Penalty: 4900.157227
	Iteration 42Q: 3 clusters Score -1902636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1902635.625000 Penalty: 4900.157227
	Iteration 43F: 3 clusters Score -1902636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236804 members 
Mstep: Class 2 contains 205756 members 
Mstep: Class 3 contains 17541 members 
Mstep: Class 4 contains 9382 members 
Mstep: Class 5 contains 23157 members 
Mstep: Class 6 contains 65838 members 
Mstep: Class 7 contains 15541 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 43189 members 
Mstep: Class 10 contains 21611 members 
Mstep: Class 11 contains 20090 members 
Mstep: Class 12 contains 24239 members 
Mstep: Class 13 contains 11823 members 
Mstep: Class 14 contains 152004 members 
Mstep: Class 15 contains 47830 members 
Mstep: Class 16 contains 218516 members 
Mstep: Class 17 contains 17219 members 
Mstep: Class 18 contains 24939 members 
Mstep: Class 19 contains 8381 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 21 contains 23084 members 
Mstep: Class 22 contains 1069 members 
Mstep: Class 23 contains 8031 members 
Mstep: Class 24 contains 234511 members 
Mstep: Class 25 contains 21148 members 
Mstep: Class 26 contains 46491 members 
Mstep: Class 27 contains 15194 members 
Mstep: Class 28 contains 4981 members 
Mstep: Class 29 contains 73703 members 
Mstep: Class 30 contains 1784 members 
Mstep: Class 31 contains 3982 members 
Entering Unmasked Estep 
Score: -157137728.000000 Penalty: 109915.046875
Splitting cluster 7 changes total score from -157136752.000000 to -157137728.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 8 (16246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Entering Unmasked Estep 
Score: -1584233.875000 Penalty: 2404.509277
	Iteration 0F: 2 clusters Score -1584234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1572641.000000 Penalty: 4809.018555
	Iteration 0F: 3 clusters Score -1572641 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1576409.375000 Penalty: 4809.018555
	Iteration 1F: 3 clusters Score -1576409 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1577183.750000 Penalty: 4809.018555
	Iteration 2F: 3 clusters Score -1577184 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1578170.750000 Penalty: 4809.018555
	Iteration 3F: 3 clusters Score -1578171 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1579320.625000 Penalty: 4809.018555
	Iteration 4F: 3 clusters Score -1579321 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1580303.125000 Penalty: 4809.018555
	Iteration 5F: 3 clusters Score -1580303 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1580973.625000 Penalty: 4809.018555
	Iteration 6F: 3 clusters Score -1580974 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1581433.000000 Penalty: 4809.018555
	Iteration 7Q: 3 clusters Score -1581433 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1581715.000000 Penalty: 4809.018555
	Iteration 8Q: 3 clusters Score -1581715 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1581893.875000 Penalty: 4809.018555
	Iteration 9Q: 3 clusters Score -1581894 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1582022.250000 Penalty: 4809.018555
	Iteration 10Q: 3 clusters Score -1582022 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1582125.250000 Penalty: 4809.018555
	Iteration 11Q: 3 clusters Score -1582125 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1582232.000000 Penalty: 4809.018555
	Iteration 12Q: 3 clusters Score -1582232 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1582340.875000 Penalty: 4809.018555
	Iteration 13Q: 3 clusters Score -1582341 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1582495.500000 Penalty: 4809.018555
	Iteration 14Q: 3 clusters Score -1582496 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1582634.750000 Penalty: 4809.018555
	Iteration 15Q: 3 clusters Score -1582635 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1582734.625000 Penalty: 4809.018555
	Iteration 16Q: 3 clusters Score -1582735 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1582818.125000 Penalty: 4809.018555
	Iteration 17Q: 3 clusters Score -1582818 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1582881.375000 Penalty: 4809.018555
	Iteration 18Q: 3 clusters Score -1582881 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1582946.125000 Penalty: 4809.018555
	Iteration 19Q: 3 clusters Score -1582946 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1583029.000000 Penalty: 4809.018555
	Iteration 20F: 3 clusters Score -1583029 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1583106.000000 Penalty: 4809.018555
	Iteration 21Q: 3 clusters Score -1583106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1583157.000000 Penalty: 4809.018555
	Iteration 22Q: 3 clusters Score -1583157 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1583194.125000 Penalty: 4809.018555
	Iteration 23Q: 3 clusters Score -1583194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1583211.250000 Penalty: 4809.018555
	Iteration 24Q: 3 clusters Score -1583211 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1583225.875000 Penalty: 4809.018555
	Iteration 25Q: 3 clusters Score -1583226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1583235.875000 Penalty: 4809.018555
	Iteration 26Q: 3 clusters Score -1583236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1583252.125000 Penalty: 4809.018555
	Iteration 27Q: 3 clusters Score -1583252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1583258.000000 Penalty: 4809.018555
	Iteration 28Q: 3 clusters Score -1583258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1583269.875000 Penalty: 4809.018555
	Iteration 29Q: 3 clusters Score -1583270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1583279.250000 Penalty: 4809.018555
	Iteration 30Q: 3 clusters Score -1583279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1583287.375000 Penalty: 4809.018555
	Iteration 31Q: 3 clusters Score -1583287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1583311.875000 Penalty: 4809.018555
	Iteration 32Q: 3 clusters Score -1583312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1583327.125000 Penalty: 4809.018555
	Iteration 33Q: 3 clusters Score -1583327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1583342.500000 Penalty: 4809.018555
	Iteration 34Q: 3 clusters Score -1583342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1583366.125000 Penalty: 4809.018555
	Iteration 35Q: 3 clusters Score -1583366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1583404.750000 Penalty: 4809.018555
	Iteration 36Q: 3 clusters Score -1583405 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1583470.500000 Penalty: 4809.018555
	Iteration 37Q: 3 clusters Score -1583470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1583536.250000 Penalty: 4809.018555
	Iteration 38Q: 3 clusters Score -1583536 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1583590.875000 Penalty: 4809.018555
	Iteration 39Q: 3 clusters Score -1583591 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1583626.625000 Penalty: 4809.018555
	Iteration 40F: 3 clusters Score -1583627 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1583638.375000 Penalty: 4809.018555
	Iteration 41Q: 3 clusters Score -1583638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1583655.250000 Penalty: 4809.018555
	Iteration 42Q: 3 clusters Score -1583655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1583665.500000 Penalty: 4809.018555
	Iteration 43Q: 3 clusters Score -1583666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1583675.750000 Penalty: 4809.018555
	Iteration 44Q: 3 clusters Score -1583676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1583682.625000 Penalty: 4809.018555
	Iteration 45Q: 3 clusters Score -1583683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1583687.500000 Penalty: 4809.018555
	Iteration 46Q: 3 clusters Score -1583688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1583688.750000 Penalty: 4809.018555
	Iteration 47Q: 3 clusters Score -1583689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1583694.750000 Penalty: 4809.018555
	Iteration 48Q: 3 clusters Score -1583695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1583692.750000 Penalty: 4809.018555
	Iteration 49Q: 3 clusters Score -1583693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1583694.750000 Penalty: 4809.018555
	Iteration 50Q: 3 clusters Score -1583695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1583694.750000 Penalty: 4809.018555
	Iteration 51F: 3 clusters Score -1583695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Entering Unmasked Estep 
Score: -4262308.500000 Penalty: 2646.988525
	Iteration 0F: 2 clusters Score -4262308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -4233186.500000 Penalty: 5293.977051
	Iteration 0F: 3 clusters Score -4233186 nChanged 19762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -4244139.500000 Penalty: 5293.977051
	Iteration 1F: 3 clusters Score -4244140 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -4244734.500000 Penalty: 5293.977051
	Iteration 2Q: 3 clusters Score -4244734 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -4245312.000000 Penalty: 5293.977051
	Iteration 3Q: 3 clusters Score -4245312 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -4245973.500000 Penalty: 5293.977051
	Iteration 4Q: 3 clusters Score -4245974 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -4246825.500000 Penalty: 5293.977051
	Iteration 5Q: 3 clusters Score -4246826 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -4248067.000000 Penalty: 5293.977051
	Iteration 6F: 3 clusters Score -4248067 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -4249871.000000 Penalty: 5293.977051
	Iteration 7F: 3 clusters Score -4249871 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -4252352.000000 Penalty: 5293.977051
	Iteration 8F: 3 clusters Score -4252352 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -4255214.500000 Penalty: 5293.977051
	Iteration 9F: 3 clusters Score -4255214 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -4257625.500000 Penalty: 5293.977051
	Iteration 10F: 3 clusters Score -4257626 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -4259078.000000 Penalty: 5293.977051
	Iteration 11Q: 3 clusters Score -4259078 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -4259851.500000 Penalty: 5293.977051
	Iteration 12Q: 3 clusters Score -4259852 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -4260249.000000 Penalty: 5293.977051
	Iteration 13Q: 3 clusters Score -4260249 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -4260465.500000 Penalty: 5293.977051
	Iteration 14Q: 3 clusters Score -4260466 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -4260616.500000 Penalty: 5293.977051
	Iteration 15Q: 3 clusters Score -4260616 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -4260752.500000 Penalty: 5293.977051
	Iteration 16Q: 3 clusters Score -4260752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -4260867.500000 Penalty: 5293.977051
	Iteration 17Q: 3 clusters Score -4260868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -4260926.000000 Penalty: 5293.977051
	Iteration 18Q: 3 clusters Score -4260926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -4260965.000000 Penalty: 5293.977051
	Iteration 19Q: 3 clusters Score -4260965 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -4261000.000000 Penalty: 5293.977051
	Iteration 20F: 3 clusters Score -4261000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -4261010.000000 Penalty: 5293.977051
	Iteration 21Q: 3 clusters Score -4261010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -4261020.500000 Penalty: 5293.977051
	Iteration 22Q: 3 clusters Score -4261020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -4261030.500000 Penalty: 5293.977051
	Iteration 23Q: 3 clusters Score -4261030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -4261030.000000 Penalty: 5293.977051
	Iteration 24Q: 3 clusters Score -4261030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -4261037.000000 Penalty: 5293.977051
	Iteration 25Q: 3 clusters Score -4261037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -4261038.500000 Penalty: 5293.977051
	Iteration 26Q: 3 clusters Score -4261038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -4261042.500000 Penalty: 5293.977051
	Iteration 27Q: 3 clusters Score -4261042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -4261040.500000 Penalty: 5293.977051
	Iteration 28Q: 3 clusters Score -4261040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -4261044.000000 Penalty: 5293.977051
	Iteration 29Q: 3 clusters Score -4261044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -4261046.000000 Penalty: 5293.977051
	Iteration 30Q: 3 clusters Score -4261046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -4261045.000000 Penalty: 5293.977051
	Iteration 31Q: 3 clusters Score -4261045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -4261045.000000 Penalty: 5293.977051
	Iteration 32F: 3 clusters Score -4261045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Entering Unmasked Estep 
Score: -2115994.000000 Penalty: 2475.277588
	Iteration 0F: 2 clusters Score -2115994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2100921.750000 Penalty: 4950.555176
	Iteration 0F: 3 clusters Score -2100922 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2106062.000000 Penalty: 4950.555176
	Iteration 1F: 3 clusters Score -2106062 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2106502.000000 Penalty: 4950.555176
	Iteration 2F: 3 clusters Score -2106502 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2106929.500000 Penalty: 4950.555176
	Iteration 3Q: 3 clusters Score -2106930 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2107407.250000 Penalty: 4950.555176
	Iteration 4F: 3 clusters Score -2107407 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2107989.750000 Penalty: 4950.555176
	Iteration 5F: 3 clusters Score -2107990 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2108730.000000 Penalty: 4950.555176
	Iteration 6F: 3 clusters Score -2108730 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2109677.500000 Penalty: 4950.555176
	Iteration 7F: 3 clusters Score -2109678 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2110732.250000 Penalty: 4950.555176
	Iteration 8F: 3 clusters Score -2110732 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2111722.000000 Penalty: 4950.555176
	Iteration 9F: 3 clusters Score -2111722 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2112449.000000 Penalty: 4950.555176
	Iteration 10Q: 3 clusters Score -2112449 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2112996.250000 Penalty: 4950.555176
	Iteration 11Q: 3 clusters Score -2112996 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2113360.000000 Penalty: 4950.555176
	Iteration 12Q: 3 clusters Score -2113360 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2113573.500000 Penalty: 4950.555176
	Iteration 13Q: 3 clusters Score -2113574 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -2113678.750000 Penalty: 4950.555176
	Iteration 14Q: 3 clusters Score -2113679 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2113745.000000 Penalty: 4950.555176
	Iteration 15Q: 3 clusters Score -2113745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2113774.500000 Penalty: 4950.555176
	Iteration 16Q: 3 clusters Score -2113774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2113793.750000 Penalty: 4950.555176
	Iteration 17Q: 3 clusters Score -2113794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2113808.000000 Penalty: 4950.555176
	Iteration 18Q: 3 clusters Score -2113808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2113823.000000 Penalty: 4950.555176
	Iteration 19Q: 3 clusters Score -2113823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2113833.250000 Penalty: 4950.555176
	Iteration 20F: 3 clusters Score -2113833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2113839.500000 Penalty: 4950.555176
	Iteration 21Q: 3 clusters Score -2113840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2113847.500000 Penalty: 4950.555176
	Iteration 22Q: 3 clusters Score -2113848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2113851.500000 Penalty: 4950.555176
	Iteration 23Q: 3 clusters Score -2113852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2113858.750000 Penalty: 4950.555176
	Iteration 24Q: 3 clusters Score -2113859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2113861.500000 Penalty: 4950.555176
	Iteration 25Q: 3 clusters Score -2113862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2113862.750000 Penalty: 4950.555176
	Iteration 26Q: 3 clusters Score -2113863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2113864.500000 Penalty: 4950.555176
	Iteration 27Q: 3 clusters Score -2113864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2113865.500000 Penalty: 4950.555176
	Iteration 28Q: 3 clusters Score -2113866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2113864.500000 Penalty: 4950.555176
	Iteration 29Q: 3 clusters Score -2113864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2113866.250000 Penalty: 4950.555176
	Iteration 30Q: 3 clusters Score -2113866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2113868.750000 Penalty: 4950.555176
	Iteration 31Q: 3 clusters Score -2113869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2113872.000000 Penalty: 4950.555176
	Iteration 32Q: 3 clusters Score -2113872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2113878.500000 Penalty: 4950.555176
	Iteration 33Q: 3 clusters Score -2113878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2113881.250000 Penalty: 4950.555176
	Iteration 34Q: 3 clusters Score -2113881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2113883.500000 Penalty: 4950.555176
	Iteration 35Q: 3 clusters Score -2113884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2113883.000000 Penalty: 4950.555176
	Iteration 36Q: 3 clusters Score -2113883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2113888.500000 Penalty: 4950.555176
	Iteration 37Q: 3 clusters Score -2113888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2113893.500000 Penalty: 4950.555176
	Iteration 38Q: 3 clusters Score -2113894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2113895.750000 Penalty: 4950.555176
	Iteration 39Q: 3 clusters Score -2113896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2113897.750000 Penalty: 4950.555176
	Iteration 40F: 3 clusters Score -2113898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2113898.000000 Penalty: 4950.555176
	Iteration 41Q: 3 clusters Score -2113898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2113899.500000 Penalty: 4950.555176
	Iteration 42Q: 3 clusters Score -2113900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2113899.500000 Penalty: 4950.555176
	Iteration 43F: 3 clusters Score -2113900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Entering Unmasked Estep 
Score: -1789399.250000 Penalty: 2457.178223
	Iteration 0F: 2 clusters Score -1789399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1775254.000000 Penalty: 4914.356445
	Iteration 0F: 3 clusters Score -1775254 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1780480.125000 Penalty: 4914.356445
	Iteration 1F: 3 clusters Score -1780480 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1781199.625000 Penalty: 4914.356445
	Iteration 2F: 3 clusters Score -1781200 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1781884.875000 Penalty: 4914.356445
	Iteration 3F: 3 clusters Score -1781885 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1782585.875000 Penalty: 4914.356445
	Iteration 4F: 3 clusters Score -1782586 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1783291.750000 Penalty: 4914.356445
	Iteration 5F: 3 clusters Score -1783292 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1783940.875000 Penalty: 4914.356445
	Iteration 6F: 3 clusters Score -1783941 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1784491.375000 Penalty: 4914.356445
	Iteration 7F: 3 clusters Score -1784491 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1784947.125000 Penalty: 4914.356445
	Iteration 8Q: 3 clusters Score -1784947 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1785304.750000 Penalty: 4914.356445
	Iteration 9Q: 3 clusters Score -1785305 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1785672.250000 Penalty: 4914.356445
	Iteration 10Q: 3 clusters Score -1785672 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1786010.375000 Penalty: 4914.356445
	Iteration 11Q: 3 clusters Score -1786010 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1786350.750000 Penalty: 4914.356445
	Iteration 12Q: 3 clusters Score -1786351 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1786702.125000 Penalty: 4914.356445
	Iteration 13Q: 3 clusters Score -1786702 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1787043.000000 Penalty: 4914.356445
	Iteration 14Q: 3 clusters Score -1787043 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1787338.500000 Penalty: 4914.356445
	Iteration 15Q: 3 clusters Score -1787338 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1787560.000000 Penalty: 4914.356445
	Iteration 16Q: 3 clusters Score -1787560 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1787753.125000 Penalty: 4914.356445
	Iteration 17Q: 3 clusters Score -1787753 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1787914.375000 Penalty: 4914.356445
	Iteration 18Q: 3 clusters Score -1787914 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1788065.125000 Penalty: 4914.356445
	Iteration 19Q: 3 clusters Score -1788065 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -1788212.250000 Penalty: 4914.356445
	Iteration 20F: 3 clusters Score -1788212 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1788345.625000 Penalty: 4914.356445
	Iteration 21Q: 3 clusters Score -1788346 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1788472.625000 Penalty: 4914.356445
	Iteration 22Q: 3 clusters Score -1788473 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1788560.875000 Penalty: 4914.356445
	Iteration 23Q: 3 clusters Score -1788561 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1788660.500000 Penalty: 4914.356445
	Iteration 24Q: 3 clusters Score -1788660 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1788744.000000 Penalty: 4914.356445
	Iteration 25Q: 3 clusters Score -1788744 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -1788817.625000 Penalty: 4914.356445
	Iteration 26Q: 3 clusters Score -1788818 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1788894.000000 Penalty: 4914.356445
	Iteration 27Q: 3 clusters Score -1788894 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -1788949.875000 Penalty: 4914.356445
	Iteration 28Q: 3 clusters Score -1788950 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -1788982.750000 Penalty: 4914.356445
	Iteration 29Q: 3 clusters Score -1788983 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1789011.625000 Penalty: 4914.356445
	Iteration 30Q: 3 clusters Score -1789012 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -1789028.750000 Penalty: 4914.356445
	Iteration 31Q: 3 clusters Score -1789029 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -1789044.500000 Penalty: 4914.356445
	Iteration 32Q: 3 clusters Score -1789044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -1789060.500000 Penalty: 4914.356445
	Iteration 33Q: 3 clusters Score -1789060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -1789073.500000 Penalty: 4914.356445
	Iteration 34Q: 3 clusters Score -1789074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -1789084.250000 Penalty: 4914.356445
	Iteration 35Q: 3 clusters Score -1789084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -1789095.000000 Penalty: 4914.356445
	Iteration 36Q: 3 clusters Score -1789095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1789096.875000 Penalty: 4914.356445
	Iteration 37Q: 3 clusters Score -1789097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1789101.750000 Penalty: 4914.356445
	Iteration 38Q: 3 clusters Score -1789102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -1789106.125000 Penalty: 4914.356445
	Iteration 39Q: 3 clusters Score -1789106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1789106.250000 Penalty: 4914.356445
	Iteration 40F: 3 clusters Score -1789106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -1789107.125000 Penalty: 4914.356445
	Iteration 41Q: 3 clusters Score -1789107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1789106.750000 Penalty: 4914.356445
	Iteration 42Q: 3 clusters Score -1789107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1789106.750000 Penalty: 4914.356445
	Iteration 43F: 3 clusters Score -1789107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Entering Unmasked Estep 
Score: -2488843.000000 Penalty: 2503.738281
	Iteration 0F: 2 clusters Score -2488843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2471999.500000 Penalty: 5007.476562
	Iteration 0F: 3 clusters Score -2472000 nChanged 10741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2477688.250000 Penalty: 5007.476562
	Iteration 1F: 3 clusters Score -2477688 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2478160.500000 Penalty: 5007.476562
	Iteration 2F: 3 clusters Score -2478160 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2478599.000000 Penalty: 5007.476562
	Iteration 3Q: 3 clusters Score -2478599 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2478997.250000 Penalty: 5007.476562
	Iteration 4Q: 3 clusters Score -2478997 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2479433.750000 Penalty: 5007.476562
	Iteration 5Q: 3 clusters Score -2479434 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2479910.750000 Penalty: 5007.476562
	Iteration 6Q: 3 clusters Score -2479911 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2480495.500000 Penalty: 5007.476562
	Iteration 7Q: 3 clusters Score -2480496 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2481108.000000 Penalty: 5007.476562
	Iteration 8Q: 3 clusters Score -2481108 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2481739.250000 Penalty: 5007.476562
	Iteration 9Q: 3 clusters Score -2481739 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2482434.750000 Penalty: 5007.476562
	Iteration 10Q: 3 clusters Score -2482435 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2483226.250000 Penalty: 5007.476562
	Iteration 11Q: 3 clusters Score -2483226 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2483960.500000 Penalty: 5007.476562
	Iteration 12Q: 3 clusters Score -2483960 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2484488.000000 Penalty: 5007.476562
	Iteration 13Q: 3 clusters Score -2484488 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2484872.750000 Penalty: 5007.476562
	Iteration 14Q: 3 clusters Score -2484873 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2485113.250000 Penalty: 5007.476562
	Iteration 15Q: 3 clusters Score -2485113 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2485277.750000 Penalty: 5007.476562
	Iteration 16Q: 3 clusters Score -2485278 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2485413.000000 Penalty: 5007.476562
	Iteration 17Q: 3 clusters Score -2485413 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2485496.750000 Penalty: 5007.476562
	Iteration 18Q: 3 clusters Score -2485497 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2485589.250000 Penalty: 5007.476562
	Iteration 19Q: 3 clusters Score -2485589 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2485673.250000 Penalty: 5007.476562
	Iteration 20F: 3 clusters Score -2485673 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2485745.250000 Penalty: 5007.476562
	Iteration 21Q: 3 clusters Score -2485745 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2485828.250000 Penalty: 5007.476562
	Iteration 22Q: 3 clusters Score -2485828 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2485891.500000 Penalty: 5007.476562
	Iteration 23Q: 3 clusters Score -2485892 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2485959.500000 Penalty: 5007.476562
	Iteration 24Q: 3 clusters Score -2485960 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2486014.000000 Penalty: 5007.476562
	Iteration 25Q: 3 clusters Score -2486014 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2486073.500000 Penalty: 5007.476562
	Iteration 26Q: 3 clusters Score -2486074 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2486126.000000 Penalty: 5007.476562
	Iteration 27Q: 3 clusters Score -2486126 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2486175.000000 Penalty: 5007.476562
	Iteration 28Q: 3 clusters Score -2486175 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2486216.500000 Penalty: 5007.476562
	Iteration 29Q: 3 clusters Score -2486216 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2486252.750000 Penalty: 5007.476562
	Iteration 30Q: 3 clusters Score -2486253 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2486307.250000 Penalty: 5007.476562
	Iteration 31Q: 3 clusters Score -2486307 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2486356.000000 Penalty: 5007.476562
	Iteration 32Q: 3 clusters Score -2486356 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2486389.250000 Penalty: 5007.476562
	Iteration 33Q: 3 clusters Score -2486389 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2486409.500000 Penalty: 5007.476562
	Iteration 34Q: 3 clusters Score -2486410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2486438.750000 Penalty: 5007.476562
	Iteration 35Q: 3 clusters Score -2486439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2486466.500000 Penalty: 5007.476562
	Iteration 36Q: 3 clusters Score -2486466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2486491.500000 Penalty: 5007.476562
	Iteration 37Q: 3 clusters Score -2486492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2486512.250000 Penalty: 5007.476562
	Iteration 38Q: 3 clusters Score -2486512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2486530.250000 Penalty: 5007.476562
	Iteration 39Q: 3 clusters Score -2486530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2486533.750000 Penalty: 5007.476562
	Iteration 40F: 3 clusters Score -2486534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2486558.500000 Penalty: 5007.476562
	Iteration 41Q: 3 clusters Score -2486558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2486578.500000 Penalty: 5007.476562
	Iteration 42Q: 3 clusters Score -2486578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2486594.250000 Penalty: 5007.476562
	Iteration 43Q: 3 clusters Score -2486594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2486609.250000 Penalty: 5007.476562
	Iteration 44Q: 3 clusters Score -2486609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2486619.750000 Penalty: 5007.476562
	Iteration 45Q: 3 clusters Score -2486620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2486633.000000 Penalty: 5007.476562
	Iteration 46Q: 3 clusters Score -2486633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2486641.750000 Penalty: 5007.476562
	Iteration 47Q: 3 clusters Score -2486642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2486654.000000 Penalty: 5007.476562
	Iteration 48Q: 3 clusters Score -2486654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2486657.500000 Penalty: 5007.476562
	Iteration 49Q: 3 clusters Score -2486658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2486664.250000 Penalty: 5007.476562
	Iteration 50Q: 3 clusters Score -2486664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2486675.500000 Penalty: 5007.476562
	Iteration 51Q: 3 clusters Score -2486676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2486680.750000 Penalty: 5007.476562
	Iteration 52Q: 3 clusters Score -2486681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2486689.500000 Penalty: 5007.476562
	Iteration 53Q: 3 clusters Score -2486690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2486694.000000 Penalty: 5007.476562
	Iteration 54Q: 3 clusters Score -2486694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2486694.000000 Penalty: 5007.476562
	Iteration 55Q: 3 clusters Score -2486694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2486700.000000 Penalty: 5007.476562
	Iteration 56Q: 3 clusters Score -2486700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2486708.250000 Penalty: 5007.476562
	Iteration 57Q: 3 clusters Score -2486708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2486711.500000 Penalty: 5007.476562
	Iteration 58Q: 3 clusters Score -2486712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2486720.000000 Penalty: 5007.476562
	Iteration 59Q: 3 clusters Score -2486720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2486720.500000 Penalty: 5007.476562
	Iteration 60F: 3 clusters Score -2486720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2486731.000000 Penalty: 5007.476562
	Iteration 61Q: 3 clusters Score -2486731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2486741.500000 Penalty: 5007.476562
	Iteration 62Q: 3 clusters Score -2486742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2486739.000000 Penalty: 5007.476562
	Iteration 63Q: 3 clusters Score -2486739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2486742.250000 Penalty: 5007.476562
	Iteration 64Q: 3 clusters Score -2486742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2486753.250000 Penalty: 5007.476562
	Iteration 65Q: 3 clusters Score -2486753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2486757.000000 Penalty: 5007.476562
	Iteration 66Q: 3 clusters Score -2486757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2486766.000000 Penalty: 5007.476562
	Iteration 67Q: 3 clusters Score -2486766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2486762.250000 Penalty: 5007.476562
	Iteration 68Q: 3 clusters Score -2486762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2486761.250000 Penalty: 5007.476562
	Iteration 69Q: 3 clusters Score -2486761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2486764.500000 Penalty: 5007.476562
	Iteration 70Q: 3 clusters Score -2486764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2486768.500000 Penalty: 5007.476562
	Iteration 71Q: 3 clusters Score -2486768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2486765.750000 Penalty: 5007.476562
	Iteration 72Q: 3 clusters Score -2486766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2486769.000000 Penalty: 5007.476562
	Iteration 73Q: 3 clusters Score -2486769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2486769.750000 Penalty: 5007.476562
	Iteration 74Q: 3 clusters Score -2486770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2486768.500000 Penalty: 5007.476562
	Iteration 75Q: 3 clusters Score -2486768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2486769.500000 Penalty: 5007.476562
	Iteration 76Q: 3 clusters Score -2486770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2486769.500000 Penalty: 5007.476562
	Iteration 77Q: 3 clusters Score -2486770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2486770.750000 Penalty: 5007.476562
	Iteration 78Q: 3 clusters Score -2486771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2486770.250000 Penalty: 5007.476562
	Iteration 79Q: 3 clusters Score -2486770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2486772.250000 Penalty: 5007.476562
	Iteration 80F: 3 clusters Score -2486772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Entering Unmasked Estep 
Score: -1147954.500000 Penalty: 2325.694824
	Iteration 0F: 2 clusters Score -1147954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1139173.625000 Penalty: 4651.389648
	Iteration 0F: 3 clusters Score -1139174 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1141937.000000 Penalty: 4651.389648
	Iteration 1F: 3 clusters Score -1141937 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1142354.250000 Penalty: 4651.389648
	Iteration 2F: 3 clusters Score -1142354 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1142720.625000 Penalty: 4651.389648
	Iteration 3F: 3 clusters Score -1142721 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1142999.500000 Penalty: 4651.389648
	Iteration 4Q: 3 clusters Score -1143000 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1143261.375000 Penalty: 4651.389648
	Iteration 5Q: 3 clusters Score -1143261 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1143499.750000 Penalty: 4651.389648
	Iteration 6Q: 3 clusters Score -1143500 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1143710.000000 Penalty: 4651.389648
	Iteration 7Q: 3 clusters Score -1143710 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1143882.125000 Penalty: 4651.389648
	Iteration 8Q: 3 clusters Score -1143882 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1144033.375000 Penalty: 4651.389648
	Iteration 9Q: 3 clusters Score -1144033 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1144183.750000 Penalty: 4651.389648
	Iteration 10Q: 3 clusters Score -1144184 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1144355.125000 Penalty: 4651.389648
	Iteration 11Q: 3 clusters Score -1144355 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1144532.875000 Penalty: 4651.389648
	Iteration 12Q: 3 clusters Score -1144533 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1144729.875000 Penalty: 4651.389648
	Iteration 13Q: 3 clusters Score -1144730 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1144903.750000 Penalty: 4651.389648
	Iteration 14Q: 3 clusters Score -1144904 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1145050.250000 Penalty: 4651.389648
	Iteration 15Q: 3 clusters Score -1145050 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1145173.250000 Penalty: 4651.389648
	Iteration 16Q: 3 clusters Score -1145173 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1145241.250000 Penalty: 4651.389648
	Iteration 17Q: 3 clusters Score -1145241 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1145311.375000 Penalty: 4651.389648
	Iteration 18Q: 3 clusters Score -1145311 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1145395.250000 Penalty: 4651.389648
	Iteration 19Q: 3 clusters Score -1145395 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1145473.375000 Penalty: 4651.389648
	Iteration 20F: 3 clusters Score -1145473 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1145559.375000 Penalty: 4651.389648
	Iteration 21Q: 3 clusters Score -1145559 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1145636.125000 Penalty: 4651.389648
	Iteration 22Q: 3 clusters Score -1145636 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1145694.875000 Penalty: 4651.389648
	Iteration 23Q: 3 clusters Score -1145695 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1145739.125000 Penalty: 4651.389648
	Iteration 24Q: 3 clusters Score -1145739 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1145778.125000 Penalty: 4651.389648
	Iteration 25Q: 3 clusters Score -1145778 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1145810.750000 Penalty: 4651.389648
	Iteration 26Q: 3 clusters Score -1145811 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1145834.625000 Penalty: 4651.389648
	Iteration 27Q: 3 clusters Score -1145835 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1145866.625000 Penalty: 4651.389648
	Iteration 28Q: 3 clusters Score -1145867 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1145888.750000 Penalty: 4651.389648
	Iteration 29Q: 3 clusters Score -1145889 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1145904.875000 Penalty: 4651.389648
	Iteration 30Q: 3 clusters Score -1145905 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1145920.750000 Penalty: 4651.389648
	Iteration 31Q: 3 clusters Score -1145921 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1145940.625000 Penalty: 4651.389648
	Iteration 32Q: 3 clusters Score -1145941 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1145963.500000 Penalty: 4651.389648
	Iteration 33Q: 3 clusters Score -1145964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1145982.625000 Penalty: 4651.389648
	Iteration 34Q: 3 clusters Score -1145983 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1146000.625000 Penalty: 4651.389648
	Iteration 35Q: 3 clusters Score -1146001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1146011.750000 Penalty: 4651.389648
	Iteration 36Q: 3 clusters Score -1146012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1146032.000000 Penalty: 4651.389648
	Iteration 37Q: 3 clusters Score -1146032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1146046.125000 Penalty: 4651.389648
	Iteration 38Q: 3 clusters Score -1146046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1146058.500000 Penalty: 4651.389648
	Iteration 39Q: 3 clusters Score -1146058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1146071.375000 Penalty: 4651.389648
	Iteration 40F: 3 clusters Score -1146071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1146086.250000 Penalty: 4651.389648
	Iteration 41Q: 3 clusters Score -1146086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1146102.750000 Penalty: 4651.389648
	Iteration 42Q: 3 clusters Score -1146103 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1146118.250000 Penalty: 4651.389648
	Iteration 43Q: 3 clusters Score -1146118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1146139.500000 Penalty: 4651.389648
	Iteration 44Q: 3 clusters Score -1146140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1146159.250000 Penalty: 4651.389648
	Iteration 45Q: 3 clusters Score -1146159 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1146176.250000 Penalty: 4651.389648
	Iteration 46Q: 3 clusters Score -1146176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1146195.125000 Penalty: 4651.389648
	Iteration 47Q: 3 clusters Score -1146195 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1146221.875000 Penalty: 4651.389648
	Iteration 48Q: 3 clusters Score -1146222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1146244.375000 Penalty: 4651.389648
	Iteration 49Q: 3 clusters Score -1146244 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1146272.500000 Penalty: 4651.389648
	Iteration 50Q: 3 clusters Score -1146272 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1146304.375000 Penalty: 4651.389648
	Iteration 51Q: 3 clusters Score -1146304 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1146366.375000 Penalty: 4651.389648
	Iteration 52Q: 3 clusters Score -1146366 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1146444.875000 Penalty: 4651.389648
	Iteration 53Q: 3 clusters Score -1146445 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1146501.500000 Penalty: 4651.389648
	Iteration 54Q: 3 clusters Score -1146502 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1146541.875000 Penalty: 4651.389648
	Iteration 55Q: 3 clusters Score -1146542 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1146565.625000 Penalty: 4651.389648
	Iteration 56Q: 3 clusters Score -1146566 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1146594.625000 Penalty: 4651.389648
	Iteration 57Q: 3 clusters Score -1146595 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1146615.000000 Penalty: 4651.389648
	Iteration 58Q: 3 clusters Score -1146615 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1146630.750000 Penalty: 4651.389648
	Iteration 59Q: 3 clusters Score -1146631 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1146648.250000 Penalty: 4651.389648
	Iteration 60F: 3 clusters Score -1146648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1146664.000000 Penalty: 4651.389648
	Iteration 61Q: 3 clusters Score -1146664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1146672.250000 Penalty: 4651.389648
	Iteration 62Q: 3 clusters Score -1146672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1146680.125000 Penalty: 4651.389648
	Iteration 63Q: 3 clusters Score -1146680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1146687.750000 Penalty: 4651.389648
	Iteration 64Q: 3 clusters Score -1146688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1146702.250000 Penalty: 4651.389648
	Iteration 65Q: 3 clusters Score -1146702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1146724.625000 Penalty: 4651.389648
	Iteration 66Q: 3 clusters Score -1146725 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1146753.250000 Penalty: 4651.389648
	Iteration 67Q: 3 clusters Score -1146753 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1146788.875000 Penalty: 4651.389648
	Iteration 68Q: 3 clusters Score -1146789 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1146854.500000 Penalty: 4651.389648
	Iteration 69Q: 3 clusters Score -1146854 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1146967.000000 Penalty: 4651.389648
	Iteration 70Q: 3 clusters Score -1146967 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1147140.500000 Penalty: 4651.389648
	Iteration 71Q: 3 clusters Score -1147140 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1147374.500000 Penalty: 4651.389648
	Iteration 72Q: 3 clusters Score -1147374 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1147488.750000 Penalty: 4651.389648
	Iteration 73Q: 3 clusters Score -1147489 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1147526.125000 Penalty: 4651.389648
	Iteration 74Q: 3 clusters Score -1147526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1147544.875000 Penalty: 4651.389648
	Iteration 75Q: 3 clusters Score -1147545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1147556.250000 Penalty: 4651.389648
	Iteration 76Q: 3 clusters Score -1147556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1147566.125000 Penalty: 4651.389648
	Iteration 77Q: 3 clusters Score -1147566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1147571.750000 Penalty: 4651.389648
	Iteration 78Q: 3 clusters Score -1147572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1147573.625000 Penalty: 4651.389648
	Iteration 79Q: 3 clusters Score -1147574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1147579.375000 Penalty: 4651.389648
	Iteration 80F: 3 clusters Score -1147579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1147581.375000 Penalty: 4651.389648
	Iteration 81Q: 3 clusters Score -1147581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1147581.250000 Penalty: 4651.389648
	Iteration 82Q: 3 clusters Score -1147581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1147583.625000 Penalty: 4651.389648
	Iteration 83Q: 3 clusters Score -1147584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1147585.375000 Penalty: 4651.389648
	Iteration 84Q: 3 clusters Score -1147585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1147585.500000 Penalty: 4651.389648
	Iteration 85Q: 3 clusters Score -1147586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1147585.000000 Penalty: 4651.389648
	Iteration 86Q: 3 clusters Score -1147585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1147586.500000 Penalty: 4651.389648
	Iteration 87Q: 3 clusters Score -1147586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1147588.125000 Penalty: 4651.389648
	Iteration 88Q: 3 clusters Score -1147588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1147588.125000 Penalty: 4651.389648
	Iteration 89Q: 3 clusters Score -1147588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1147588.125000 Penalty: 4651.389648
	Iteration 90Q: 3 clusters Score -1147588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1147588.125000 Penalty: 4651.389648
	Iteration 91F: 3 clusters Score -1147588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (152004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152004 members 
Entering Unmasked Estep 
Score: -15449436.000000 Penalty: 2959.052246
	Iteration 0F: 2 clusters Score -1.544944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -15347563.000000 Penalty: 5918.104492
	Iteration 0F: 3 clusters Score -1.534756e+07 nChanged 72763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81808 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -15389811.000000 Penalty: 5918.104492
	Iteration 1F: 3 clusters Score -1.538981e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85185 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -15391386.000000 Penalty: 5918.104492
	Iteration 2Q: 3 clusters Score -1.539139e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90360 members 
Mstep: Class 2 contains 61644 members 
Entering Unmasked Estep 
Score: -15393919.000000 Penalty: 5918.104492
	Iteration 3Q: 3 clusters Score -1.539392e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97991 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -15398722.000000 Penalty: 5918.104492
	Iteration 4F: 3 clusters Score -1.539872e+07 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108279 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -15406504.000000 Penalty: 5918.104492
	Iteration 5F: 3 clusters Score -1.54065e+07 nChanged 12466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120535 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -15417673.000000 Penalty: 5918.104492
	Iteration 6F: 3 clusters Score -1.541767e+07 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132644 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -15429725.000000 Penalty: 5918.104492
	Iteration 7F: 3 clusters Score -1.542972e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141690 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -15438754.000000 Penalty: 5918.104492
	Iteration 8F: 3 clusters Score -1.543875e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146670 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -15443265.000000 Penalty: 5918.104492
	Iteration 9Q: 3 clusters Score -1.544326e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148905 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -15445298.000000 Penalty: 5918.104492
	Iteration 10Q: 3 clusters Score -1.54453e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149928 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -15446137.000000 Penalty: 5918.104492
	Iteration 11Q: 3 clusters Score -1.544614e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150375 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -15446495.000000 Penalty: 5918.104492
	Iteration 12Q: 3 clusters Score -1.54465e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150622 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -15446681.000000 Penalty: 5918.104492
	Iteration 13Q: 3 clusters Score -1.544668e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150794 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -15446793.000000 Penalty: 5918.104492
	Iteration 14Q: 3 clusters Score -1.544679e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150910 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -15446857.000000 Penalty: 5918.104492
	Iteration 15Q: 3 clusters Score -1.544686e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150989 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -15446898.000000 Penalty: 5918.104492
	Iteration 16Q: 3 clusters Score -1.54469e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151059 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -15446939.000000 Penalty: 5918.104492
	Iteration 17Q: 3 clusters Score -1.544694e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151100 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -15446980.000000 Penalty: 5918.104492
	Iteration 18Q: 3 clusters Score -1.544698e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151123 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -15446995.000000 Penalty: 5918.104492
	Iteration 19Q: 3 clusters Score -1.5447e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151138 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -15447000.000000 Penalty: 5918.104492
	Iteration 20F: 3 clusters Score -1.5447e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151154 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -15447013.000000 Penalty: 5918.104492
	Iteration 21Q: 3 clusters Score -1.544701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151167 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -15447007.000000 Penalty: 5918.104492
	Iteration 22Q: 3 clusters Score -1.544701e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151178 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -15447012.000000 Penalty: 5918.104492
	Iteration 23Q: 3 clusters Score -1.544701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151186 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -15447010.000000 Penalty: 5918.104492
	Iteration 24Q: 3 clusters Score -1.544701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151195 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -15447032.000000 Penalty: 5918.104492
	Iteration 25Q: 3 clusters Score -1.544703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151200 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -15447052.000000 Penalty: 5918.104492
	Iteration 26Q: 3 clusters Score -1.544705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151207 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -15447058.000000 Penalty: 5918.104492
	Iteration 27Q: 3 clusters Score -1.544706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151212 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -15447050.000000 Penalty: 5918.104492
	Iteration 28Q: 3 clusters Score -1.544705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151217 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -15447052.000000 Penalty: 5918.104492
	Iteration 29Q: 3 clusters Score -1.544705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151221 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -15447054.000000 Penalty: 5918.104492
	Iteration 30Q: 3 clusters Score -1.544705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151223 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -15447069.000000 Penalty: 5918.104492
	Iteration 31Q: 3 clusters Score -1.544707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151226 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -15447067.000000 Penalty: 5918.104492
	Iteration 32Q: 3 clusters Score -1.544707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151228 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -15447072.000000 Penalty: 5918.104492
	Iteration 33Q: 3 clusters Score -1.544707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151228 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -15447073.000000 Penalty: 5918.104492
	Iteration 34Q: 3 clusters Score -1.544707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151230 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -15447086.000000 Penalty: 5918.104492
	Iteration 35Q: 3 clusters Score -1.544709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151232 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -15447085.000000 Penalty: 5918.104492
	Iteration 36Q: 3 clusters Score -1.544708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151234 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -15447085.000000 Penalty: 5918.104492
	Iteration 37Q: 3 clusters Score -1.544708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151235 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -15447082.000000 Penalty: 5918.104492
	Iteration 38Q: 3 clusters Score -1.544708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151235 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -15447082.000000 Penalty: 5918.104492
	Iteration 39F: 3 clusters Score -1.544708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Entering Unmasked Estep 
Score: -4885025.500000 Penalty: 2672.301270
	Iteration 0F: 2 clusters Score -4885026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -4852864.000000 Penalty: 5344.602539
	Iteration 0F: 3 clusters Score -4852864 nChanged 22023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -4865046.500000 Penalty: 5344.602539
	Iteration 1F: 3 clusters Score -4865046 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -4865705.500000 Penalty: 5344.602539
	Iteration 2Q: 3 clusters Score -4865706 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -4866392.000000 Penalty: 5344.602539
	Iteration 3Q: 3 clusters Score -4866392 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -4867270.500000 Penalty: 5344.602539
	Iteration 4Q: 3 clusters Score -4867270 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -4868468.500000 Penalty: 5344.602539
	Iteration 5Q: 3 clusters Score -4868468 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -4870075.000000 Penalty: 5344.602539
	Iteration 6F: 3 clusters Score -4870075 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -4872207.500000 Penalty: 5344.602539
	Iteration 7F: 3 clusters Score -4872208 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -4874657.000000 Penalty: 5344.602539
	Iteration 8F: 3 clusters Score -4874657 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -4876444.000000 Penalty: 5344.602539
	Iteration 9F: 3 clusters Score -4876444 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -4877362.500000 Penalty: 5344.602539
	Iteration 10Q: 3 clusters Score -4877362 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -4877796.000000 Penalty: 5344.602539
	Iteration 11Q: 3 clusters Score -4877796 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -4878061.500000 Penalty: 5344.602539
	Iteration 12Q: 3 clusters Score -4878062 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -4878242.500000 Penalty: 5344.602539
	Iteration 13Q: 3 clusters Score -4878242 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -4878370.000000 Penalty: 5344.602539
	Iteration 14Q: 3 clusters Score -4878370 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4878536.000000 Penalty: 5344.602539
	Iteration 15Q: 3 clusters Score -4878536 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -4878668.500000 Penalty: 5344.602539
	Iteration 16Q: 3 clusters Score -4878668 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -4878793.000000 Penalty: 5344.602539
	Iteration 17Q: 3 clusters Score -4878793 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -4878913.500000 Penalty: 5344.602539
	Iteration 18Q: 3 clusters Score -4878914 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -4879013.500000 Penalty: 5344.602539
	Iteration 19Q: 3 clusters Score -4879014 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -4879092.000000 Penalty: 5344.602539
	Iteration 20F: 3 clusters Score -4879092 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -4879169.500000 Penalty: 5344.602539
	Iteration 21Q: 3 clusters Score -4879170 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -4879224.500000 Penalty: 5344.602539
	Iteration 22Q: 3 clusters Score -4879224 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4879312.000000 Penalty: 5344.602539
	Iteration 23Q: 3 clusters Score -4879312 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -4879376.000000 Penalty: 5344.602539
	Iteration 24Q: 3 clusters Score -4879376 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -4879418.500000 Penalty: 5344.602539
	Iteration 25Q: 3 clusters Score -4879418 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4879466.500000 Penalty: 5344.602539
	Iteration 26Q: 3 clusters Score -4879466 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -4879498.000000 Penalty: 5344.602539
	Iteration 27Q: 3 clusters Score -4879498 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -4879549.000000 Penalty: 5344.602539
	Iteration 28Q: 3 clusters Score -4879549 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -4879602.500000 Penalty: 5344.602539
	Iteration 29Q: 3 clusters Score -4879602 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -4879653.000000 Penalty: 5344.602539
	Iteration 30Q: 3 clusters Score -4879653 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -4879668.500000 Penalty: 5344.602539
	Iteration 31Q: 3 clusters Score -4879668 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -4879738.500000 Penalty: 5344.602539
	Iteration 32Q: 3 clusters Score -4879738 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -4879791.000000 Penalty: 5344.602539
	Iteration 33Q: 3 clusters Score -4879791 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -4879834.500000 Penalty: 5344.602539
	Iteration 34Q: 3 clusters Score -4879834 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -4879869.500000 Penalty: 5344.602539
	Iteration 35Q: 3 clusters Score -4879870 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -4879915.000000 Penalty: 5344.602539
	Iteration 36Q: 3 clusters Score -4879915 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -4879955.000000 Penalty: 5344.602539
	Iteration 37Q: 3 clusters Score -4879955 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -4880025.000000 Penalty: 5344.602539
	Iteration 38Q: 3 clusters Score -4880025 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -4880067.000000 Penalty: 5344.602539
	Iteration 39Q: 3 clusters Score -4880067 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4880119.500000 Penalty: 5344.602539
	Iteration 40F: 3 clusters Score -4880120 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -4880151.000000 Penalty: 5344.602539
	Iteration 41Q: 3 clusters Score -4880151 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -4880181.500000 Penalty: 5344.602539
	Iteration 42Q: 3 clusters Score -4880182 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4880209.000000 Penalty: 5344.602539
	Iteration 43Q: 3 clusters Score -4880209 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -4880244.500000 Penalty: 5344.602539
	Iteration 44Q: 3 clusters Score -4880244 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -4880303.500000 Penalty: 5344.602539
	Iteration 45Q: 3 clusters Score -4880304 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -4880347.500000 Penalty: 5344.602539
	Iteration 46Q: 3 clusters Score -4880348 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -4880377.500000 Penalty: 5344.602539
	Iteration 47Q: 3 clusters Score -4880378 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -4880426.000000 Penalty: 5344.602539
	Iteration 48Q: 3 clusters Score -4880426 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -4880504.500000 Penalty: 5344.602539
	Iteration 49Q: 3 clusters Score -4880504 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -4880539.000000 Penalty: 5344.602539
	Iteration 50Q: 3 clusters Score -4880539 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4880589.000000 Penalty: 5344.602539
	Iteration 51Q: 3 clusters Score -4880589 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -4880616.000000 Penalty: 5344.602539
	Iteration 52Q: 3 clusters Score -4880616 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -4880652.000000 Penalty: 5344.602539
	Iteration 53Q: 3 clusters Score -4880652 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -4880687.000000 Penalty: 5344.602539
	Iteration 54Q: 3 clusters Score -4880687 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -4880771.000000 Penalty: 5344.602539
	Iteration 55Q: 3 clusters Score -4880771 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -4880837.000000 Penalty: 5344.602539
	Iteration 56Q: 3 clusters Score -4880837 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -4880892.000000 Penalty: 5344.602539
	Iteration 57Q: 3 clusters Score -4880892 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -4880946.000000 Penalty: 5344.602539
	Iteration 58Q: 3 clusters Score -4880946 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -4880993.000000 Penalty: 5344.602539
	Iteration 59Q: 3 clusters Score -4880993 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -4881047.500000 Penalty: 5344.602539
	Iteration 60F: 3 clusters Score -4881048 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -4881091.500000 Penalty: 5344.602539
	Iteration 61Q: 3 clusters Score -4881092 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -4881121.000000 Penalty: 5344.602539
	Iteration 62Q: 3 clusters Score -4881121 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -4881197.500000 Penalty: 5344.602539
	Iteration 63Q: 3 clusters Score -4881198 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -4881260.000000 Penalty: 5344.602539
	Iteration 64Q: 3 clusters Score -4881260 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -4881296.500000 Penalty: 5344.602539
	Iteration 65Q: 3 clusters Score -4881296 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -4881349.000000 Penalty: 5344.602539
	Iteration 66Q: 3 clusters Score -4881349 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -4881401.000000 Penalty: 5344.602539
	Iteration 67Q: 3 clusters Score -4881401 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -4881453.000000 Penalty: 5344.602539
	Iteration 68Q: 3 clusters Score -4881453 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -4881500.500000 Penalty: 5344.602539
	Iteration 69Q: 3 clusters Score -4881500 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -4881552.000000 Penalty: 5344.602539
	Iteration 70Q: 3 clusters Score -4881552 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -4881593.500000 Penalty: 5344.602539
	Iteration 71Q: 3 clusters Score -4881594 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -4881649.500000 Penalty: 5344.602539
	Iteration 72Q: 3 clusters Score -4881650 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -4881666.000000 Penalty: 5344.602539
	Iteration 73Q: 3 clusters Score -4881666 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -4881730.500000 Penalty: 5344.602539
	Iteration 74Q: 3 clusters Score -4881730 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -4881771.000000 Penalty: 5344.602539
	Iteration 75Q: 3 clusters Score -4881771 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -4881810.000000 Penalty: 5344.602539
	Iteration 76Q: 3 clusters Score -4881810 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -4881858.000000 Penalty: 5344.602539
	Iteration 77Q: 3 clusters Score -4881858 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -4881880.500000 Penalty: 5344.602539
	Iteration 78Q: 3 clusters Score -4881880 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -4881903.500000 Penalty: 5344.602539
	Iteration 79Q: 3 clusters Score -4881904 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -4881915.000000 Penalty: 5344.602539
	Iteration 80F: 3 clusters Score -4881915 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -4881955.500000 Penalty: 5344.602539
	Iteration 81Q: 3 clusters Score -4881956 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -4881977.000000 Penalty: 5344.602539
	Iteration 82Q: 3 clusters Score -4881977 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -4882026.500000 Penalty: 5344.602539
	Iteration 83Q: 3 clusters Score -4882026 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -4882067.000000 Penalty: 5344.602539
	Iteration 84Q: 3 clusters Score -4882067 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -4882104.500000 Penalty: 5344.602539
	Iteration 85Q: 3 clusters Score -4882104 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -4882132.000000 Penalty: 5344.602539
	Iteration 86Q: 3 clusters Score -4882132 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -4882151.500000 Penalty: 5344.602539
	Iteration 87Q: 3 clusters Score -4882152 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -4882197.000000 Penalty: 5344.602539
	Iteration 88Q: 3 clusters Score -4882197 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -4882233.000000 Penalty: 5344.602539
	Iteration 89Q: 3 clusters Score -4882233 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -4882264.000000 Penalty: 5344.602539
	Iteration 90Q: 3 clusters Score -4882264 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -4882290.500000 Penalty: 5344.602539
	Iteration 91Q: 3 clusters Score -4882290 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -4882323.000000 Penalty: 5344.602539
	Iteration 92Q: 3 clusters Score -4882323 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -4882357.000000 Penalty: 5344.602539
	Iteration 93Q: 3 clusters Score -4882357 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -4882373.000000 Penalty: 5344.602539
	Iteration 94Q: 3 clusters Score -4882373 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -4882405.000000 Penalty: 5344.602539
	Iteration 95Q: 3 clusters Score -4882405 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -4882430.500000 Penalty: 5344.602539
	Iteration 96Q: 3 clusters Score -4882430 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -4882456.000000 Penalty: 5344.602539
	Iteration 97Q: 3 clusters Score -4882456 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -4882481.500000 Penalty: 5344.602539
	Iteration 98Q: 3 clusters Score -4882482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -4882498.500000 Penalty: 5344.602539
	Iteration 99Q: 3 clusters Score -4882498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -4882510.500000 Penalty: 5344.602539
	Iteration 100F: 3 clusters Score -4882510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -4882530.000000 Penalty: 5344.602539
	Iteration 101Q: 3 clusters Score -4882530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -4882538.500000 Penalty: 5344.602539
	Iteration 102Q: 3 clusters Score -4882538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -4882560.500000 Penalty: 5344.602539
	Iteration 103Q: 3 clusters Score -4882560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -4882582.000000 Penalty: 5344.602539
	Iteration 104Q: 3 clusters Score -4882582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -4882592.500000 Penalty: 5344.602539
	Iteration 105Q: 3 clusters Score -4882592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -4882596.000000 Penalty: 5344.602539
	Iteration 106Q: 3 clusters Score -4882596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -4882626.000000 Penalty: 5344.602539
	Iteration 107Q: 3 clusters Score -4882626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -4882640.000000 Penalty: 5344.602539
	Iteration 108Q: 3 clusters Score -4882640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -4882645.000000 Penalty: 5344.602539
	Iteration 109Q: 3 clusters Score -4882645 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -4882658.500000 Penalty: 5344.602539
	Iteration 110Q: 3 clusters Score -4882658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -4882685.000000 Penalty: 5344.602539
	Iteration 111Q: 3 clusters Score -4882685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -4882696.000000 Penalty: 5344.602539
	Iteration 112Q: 3 clusters Score -4882696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -4882705.000000 Penalty: 5344.602539
	Iteration 113Q: 3 clusters Score -4882705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -4882714.500000 Penalty: 5344.602539
	Iteration 114Q: 3 clusters Score -4882714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -4882733.500000 Penalty: 5344.602539
	Iteration 115Q: 3 clusters Score -4882734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -4882741.000000 Penalty: 5344.602539
	Iteration 116Q: 3 clusters Score -4882741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -4882752.000000 Penalty: 5344.602539
	Iteration 117Q: 3 clusters Score -4882752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -4882762.000000 Penalty: 5344.602539
	Iteration 118Q: 3 clusters Score -4882762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -4882765.500000 Penalty: 5344.602539
	Iteration 119Q: 3 clusters Score -4882766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -4882765.500000 Penalty: 5344.602539
	Iteration 120F: 3 clusters Score -4882766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -4882768.500000 Penalty: 5344.602539
	Iteration 121Q: 3 clusters Score -4882768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -4882770.000000 Penalty: 5344.602539
	Iteration 122Q: 3 clusters Score -4882770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -4882766.000000 Penalty: 5344.602539
	Iteration 123Q: 3 clusters Score -4882766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -4882764.500000 Penalty: 5344.602539
	Iteration 124Q: 3 clusters Score -4882764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -4882767.500000 Penalty: 5344.602539
	Iteration 125Q: 3 clusters Score -4882768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -4882776.500000 Penalty: 5344.602539
	Iteration 126Q: 3 clusters Score -4882776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -4882778.000000 Penalty: 5344.602539
	Iteration 127Q: 3 clusters Score -4882778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -4882780.500000 Penalty: 5344.602539
	Iteration 128Q: 3 clusters Score -4882780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -4882785.000000 Penalty: 5344.602539
	Iteration 129Q: 3 clusters Score -4882785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -4882791.000000 Penalty: 5344.602539
	Iteration 130Q: 3 clusters Score -4882791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -4882791.000000 Penalty: 5344.602539
	Iteration 131Q: 3 clusters Score -4882791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -4882798.500000 Penalty: 5344.602539
	Iteration 132Q: 3 clusters Score -4882798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -4882798.500000 Penalty: 5344.602539
	Iteration 133Q: 3 clusters Score -4882798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -4882796.500000 Penalty: 5344.602539
	Iteration 134Q: 3 clusters Score -4882796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -4882789.000000 Penalty: 5344.602539
	Iteration 135Q: 3 clusters Score -4882789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -4882792.000000 Penalty: 5344.602539
	Iteration 136Q: 3 clusters Score -4882792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -4882791.000000 Penalty: 5344.602539
	Iteration 137Q: 3 clusters Score -4882791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -4882790.000000 Penalty: 5344.602539
	Iteration 138Q: 3 clusters Score -4882790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -4882793.500000 Penalty: 5344.602539
	Iteration 139Q: 3 clusters Score -4882794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -4882793.500000 Penalty: 5344.602539
	Iteration 140F: 3 clusters Score -4882794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (218516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218516 members 
Entering Unmasked Estep 
Score: -21995266.000000 Penalty: 3049.064453
	Iteration 0F: 2 clusters Score -2.199527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109325 members 
Mstep: Class 2 contains 109191 members 
Entering Unmasked Estep 
Score: -21851420.000000 Penalty: 6098.128906
	Iteration 0F: 3 clusters Score -2.185142e+07 nChanged 105056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109463 members 
Mstep: Class 2 contains 109053 members 
Entering Unmasked Estep 
Score: -21913234.000000 Penalty: 6098.128906
	Iteration 1F: 3 clusters Score -2.191323e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109554 members 
Mstep: Class 2 contains 108962 members 
Entering Unmasked Estep 
Score: -21914496.000000 Penalty: 6098.128906
	Iteration 2Q: 3 clusters Score -2.19145e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109400 members 
Mstep: Class 2 contains 109116 members 
Entering Unmasked Estep 
Score: -21916034.000000 Penalty: 6098.128906
	Iteration 3Q: 3 clusters Score -2.191603e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108944 members 
Mstep: Class 2 contains 109572 members 
Entering Unmasked Estep 
Score: -21918292.000000 Penalty: 6098.128906
	Iteration 4Q: 3 clusters Score -2.191829e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108066 members 
Mstep: Class 2 contains 110450 members 
Entering Unmasked Estep 
Score: -21921032.000000 Penalty: 6098.128906
	Iteration 5Q: 3 clusters Score -2.192103e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106562 members 
Mstep: Class 2 contains 111954 members 
Entering Unmasked Estep 
Score: -21924742.000000 Penalty: 6098.128906
	Iteration 6Q: 3 clusters Score -2.192474e+07 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104515 members 
Mstep: Class 2 contains 114001 members 
Entering Unmasked Estep 
Score: -21929544.000000 Penalty: 6098.128906
	Iteration 7Q: 3 clusters Score -2.192954e+07 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 116631 members 
Entering Unmasked Estep 
Score: -21936208.000000 Penalty: 6098.128906
	Iteration 8F: 3 clusters Score -2.193621e+07 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98926 members 
Mstep: Class 2 contains 119590 members 
Entering Unmasked Estep 
Score: -21944982.000000 Penalty: 6098.128906
	Iteration 9F: 3 clusters Score -2.194498e+07 nChanged 13165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96185 members 
Mstep: Class 2 contains 122331 members 
Entering Unmasked Estep 
Score: -21954582.000000 Penalty: 6098.128906
	Iteration 10F: 3 clusters Score -2.195458e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 124504 members 
Entering Unmasked Estep 
Score: -21960928.000000 Penalty: 6098.128906
	Iteration 11F: 3 clusters Score -2.196093e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92375 members 
Mstep: Class 2 contains 126141 members 
Entering Unmasked Estep 
Score: -21963406.000000 Penalty: 6098.128906
	Iteration 12Q: 3 clusters Score -2.196341e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90847 members 
Mstep: Class 2 contains 127669 members 
Entering Unmasked Estep 
Score: -21964222.000000 Penalty: 6098.128906
	Iteration 13Q: 3 clusters Score -2.196422e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89212 members 
Mstep: Class 2 contains 129304 members 
Entering Unmasked Estep 
Score: -21964894.000000 Penalty: 6098.128906
	Iteration 14Q: 3 clusters Score -2.196489e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87486 members 
Mstep: Class 2 contains 131030 members 
Entering Unmasked Estep 
Score: -21965536.000000 Penalty: 6098.128906
	Iteration 15Q: 3 clusters Score -2.196554e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 132889 members 
Entering Unmasked Estep 
Score: -21966160.000000 Penalty: 6098.128906
	Iteration 16Q: 3 clusters Score -2.196616e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 134866 members 
Entering Unmasked Estep 
Score: -21966750.000000 Penalty: 6098.128906
	Iteration 17Q: 3 clusters Score -2.196675e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81610 members 
Mstep: Class 2 contains 136906 members 
Entering Unmasked Estep 
Score: -21967228.000000 Penalty: 6098.128906
	Iteration 18Q: 3 clusters Score -2.196723e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79512 members 
Mstep: Class 2 contains 139004 members 
Entering Unmasked Estep 
Score: -21967688.000000 Penalty: 6098.128906
	Iteration 19Q: 3 clusters Score -2.196769e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 141282 members 
Entering Unmasked Estep 
Score: -21968374.000000 Penalty: 6098.128906
	Iteration 20F: 3 clusters Score -2.196837e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74930 members 
Mstep: Class 2 contains 143586 members 
Entering Unmasked Estep 
Score: -21969152.000000 Penalty: 6098.128906
	Iteration 21Q: 3 clusters Score -2.196915e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 145928 members 
Entering Unmasked Estep 
Score: -21969942.000000 Penalty: 6098.128906
	Iteration 22Q: 3 clusters Score -2.196994e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 148416 members 
Entering Unmasked Estep 
Score: -21970600.000000 Penalty: 6098.128906
	Iteration 23Q: 3 clusters Score -2.19706e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 150978 members 
Entering Unmasked Estep 
Score: -21971380.000000 Penalty: 6098.128906
	Iteration 24Q: 3 clusters Score -2.197138e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 153655 members 
Entering Unmasked Estep 
Score: -21972236.000000 Penalty: 6098.128906
	Iteration 25Q: 3 clusters Score -2.197224e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 156299 members 
Entering Unmasked Estep 
Score: -21973058.000000 Penalty: 6098.128906
	Iteration 26Q: 3 clusters Score -2.197306e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 158978 members 
Entering Unmasked Estep 
Score: -21973744.000000 Penalty: 6098.128906
	Iteration 27Q: 3 clusters Score -2.197374e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56887 members 
Mstep: Class 2 contains 161629 members 
Entering Unmasked Estep 
Score: -21974628.000000 Penalty: 6098.128906
	Iteration 28Q: 3 clusters Score -2.197463e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 164340 members 
Entering Unmasked Estep 
Score: -21975506.000000 Penalty: 6098.128906
	Iteration 29Q: 3 clusters Score -2.197551e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 166994 members 
Entering Unmasked Estep 
Score: -21976266.000000 Penalty: 6098.128906
	Iteration 30Q: 3 clusters Score -2.197627e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 169779 members 
Entering Unmasked Estep 
Score: -21977136.000000 Penalty: 6098.128906
	Iteration 31Q: 3 clusters Score -2.197714e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 172554 members 
Entering Unmasked Estep 
Score: -21978066.000000 Penalty: 6098.128906
	Iteration 32Q: 3 clusters Score -2.197807e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 175353 members 
Entering Unmasked Estep 
Score: -21978634.000000 Penalty: 6098.128906
	Iteration 33Q: 3 clusters Score -2.197863e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 178158 members 
Entering Unmasked Estep 
Score: -21979554.000000 Penalty: 6098.128906
	Iteration 34Q: 3 clusters Score -2.197955e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 181018 members 
Entering Unmasked Estep 
Score: -21980452.000000 Penalty: 6098.128906
	Iteration 35Q: 3 clusters Score -2.198045e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 183889 members 
Entering Unmasked Estep 
Score: -21981302.000000 Penalty: 6098.128906
	Iteration 36Q: 3 clusters Score -2.19813e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 186812 members 
Entering Unmasked Estep 
Score: -21982320.000000 Penalty: 6098.128906
	Iteration 37Q: 3 clusters Score -2.198232e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 189696 members 
Entering Unmasked Estep 
Score: -21983254.000000 Penalty: 6098.128906
	Iteration 38Q: 3 clusters Score -2.198325e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 192406 members 
Entering Unmasked Estep 
Score: -21984140.000000 Penalty: 6098.128906
	Iteration 39Q: 3 clusters Score -2.198414e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 194993 members 
Entering Unmasked Estep 
Score: -21984988.000000 Penalty: 6098.128906
	Iteration 40F: 3 clusters Score -2.198499e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 197445 members 
Entering Unmasked Estep 
Score: -21985766.000000 Penalty: 6098.128906
	Iteration 41Q: 3 clusters Score -2.198577e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 199663 members 
Entering Unmasked Estep 
Score: -21986350.000000 Penalty: 6098.128906
	Iteration 42Q: 3 clusters Score -2.198635e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 201731 members 
Entering Unmasked Estep 
Score: -21986910.000000 Penalty: 6098.128906
	Iteration 43Q: 3 clusters Score -2.198691e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 203688 members 
Entering Unmasked Estep 
Score: -21987486.000000 Penalty: 6098.128906
	Iteration 44Q: 3 clusters Score -2.198749e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 205470 members 
Entering Unmasked Estep 
Score: -21988254.000000 Penalty: 6098.128906
	Iteration 45Q: 3 clusters Score -2.198825e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 207058 members 
Entering Unmasked Estep 
Score: -21988836.000000 Penalty: 6098.128906
	Iteration 46Q: 3 clusters Score -2.198884e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 208472 members 
Entering Unmasked Estep 
Score: -21989244.000000 Penalty: 6098.128906
	Iteration 47Q: 3 clusters Score -2.198924e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 209809 members 
Entering Unmasked Estep 
Score: -21989694.000000 Penalty: 6098.128906
	Iteration 48Q: 3 clusters Score -2.198969e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 211030 members 
Entering Unmasked Estep 
Score: -21990074.000000 Penalty: 6098.128906
	Iteration 49Q: 3 clusters Score -2.199007e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 212050 members 
Entering Unmasked Estep 
Score: -21990572.000000 Penalty: 6098.128906
	Iteration 50Q: 3 clusters Score -2.199057e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 212947 members 
Entering Unmasked Estep 
Score: -21990880.000000 Penalty: 6098.128906
	Iteration 51Q: 3 clusters Score -2.199088e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 213695 members 
Entering Unmasked Estep 
Score: -21991140.000000 Penalty: 6098.128906
	Iteration 52Q: 3 clusters Score -2.199114e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 214306 members 
Entering Unmasked Estep 
Score: -21991372.000000 Penalty: 6098.128906
	Iteration 53Q: 3 clusters Score -2.199137e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 214866 members 
Entering Unmasked Estep 
Score: -21991630.000000 Penalty: 6098.128906
	Iteration 54Q: 3 clusters Score -2.199163e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 215320 members 
Entering Unmasked Estep 
Score: -21991852.000000 Penalty: 6098.128906
	Iteration 55Q: 3 clusters Score -2.199185e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 215707 members 
Entering Unmasked Estep 
Score: -21992062.000000 Penalty: 6098.128906
	Iteration 56Q: 3 clusters Score -2.199206e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 216022 members 
Entering Unmasked Estep 
Score: -21992166.000000 Penalty: 6098.128906
	Iteration 57Q: 3 clusters Score -2.199217e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 216278 members 
Entering Unmasked Estep 
Score: -21992252.000000 Penalty: 6098.128906
	Iteration 58Q: 3 clusters Score -2.199225e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 216484 members 
Entering Unmasked Estep 
Score: -21992346.000000 Penalty: 6098.128906
	Iteration 59Q: 3 clusters Score -2.199235e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 216672 members 
Entering Unmasked Estep 
Score: -21992400.000000 Penalty: 6098.128906
	Iteration 60F: 3 clusters Score -2.19924e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 216818 members 
Entering Unmasked Estep 
Score: -21992426.000000 Penalty: 6098.128906
	Iteration 61Q: 3 clusters Score -2.199243e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 216938 members 
Entering Unmasked Estep 
Score: -21992474.000000 Penalty: 6098.128906
	Iteration 62Q: 3 clusters Score -2.199247e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 217044 members 
Entering Unmasked Estep 
Score: -21992504.000000 Penalty: 6098.128906
	Iteration 63Q: 3 clusters Score -2.19925e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 217140 members 
Entering Unmasked Estep 
Score: -21992550.000000 Penalty: 6098.128906
	Iteration 64Q: 3 clusters Score -2.199255e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 217208 members 
Entering Unmasked Estep 
Score: -21992590.000000 Penalty: 6098.128906
	Iteration 65Q: 3 clusters Score -2.199259e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 217269 members 
Entering Unmasked Estep 
Score: -21992628.000000 Penalty: 6098.128906
	Iteration 66Q: 3 clusters Score -2.199263e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 217314 members 
Entering Unmasked Estep 
Score: -21992674.000000 Penalty: 6098.128906
	Iteration 67Q: 3 clusters Score -2.199267e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 217345 members 
Entering Unmasked Estep 
Score: -21992654.000000 Penalty: 6098.128906
	Iteration 68Q: 3 clusters Score -2.199265e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 217375 members 
Entering Unmasked Estep 
Score: -21992668.000000 Penalty: 6098.128906
	Iteration 69Q: 3 clusters Score -2.199267e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 217402 members 
Entering Unmasked Estep 
Score: -21992646.000000 Penalty: 6098.128906
	Iteration 70Q: 3 clusters Score -2.199265e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 217421 members 
Entering Unmasked Estep 
Score: -21992686.000000 Penalty: 6098.128906
	Iteration 71Q: 3 clusters Score -2.199269e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 217448 members 
Entering Unmasked Estep 
Score: -21992662.000000 Penalty: 6098.128906
	Iteration 72Q: 3 clusters Score -2.199266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 217467 members 
Entering Unmasked Estep 
Score: -21992652.000000 Penalty: 6098.128906
	Iteration 73Q: 3 clusters Score -2.199265e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 217482 members 
Entering Unmasked Estep 
Score: -21992646.000000 Penalty: 6098.128906
	Iteration 74Q: 3 clusters Score -2.199265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 217487 members 
Entering Unmasked Estep 
Score: -21992640.000000 Penalty: 6098.128906
	Iteration 75Q: 3 clusters Score -2.199264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 217495 members 
Entering Unmasked Estep 
Score: -21992640.000000 Penalty: 6098.128906
	Iteration 76Q: 3 clusters Score -2.199264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 217502 members 
Entering Unmasked Estep 
Score: -21992650.000000 Penalty: 6098.128906
	Iteration 77Q: 3 clusters Score -2.199265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 217510 members 
Entering Unmasked Estep 
Score: -21992666.000000 Penalty: 6098.128906
	Iteration 78Q: 3 clusters Score -2.199267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 217516 members 
Entering Unmasked Estep 
Score: -21992668.000000 Penalty: 6098.128906
	Iteration 79Q: 3 clusters Score -2.199267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 217520 members 
Entering Unmasked Estep 
Score: -21992674.000000 Penalty: 6098.128906
	Iteration 80F: 3 clusters Score -2.199267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 217520 members 
Entering Unmasked Estep 
Score: -21992686.000000 Penalty: 6098.128906
	Iteration 81Q: 3 clusters Score -2.199269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 217521 members 
Entering Unmasked Estep 
Score: -21992682.000000 Penalty: 6098.128906
	Iteration 82Q: 3 clusters Score -2.199268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 217521 members 
Entering Unmasked Estep 
Score: -21992682.000000 Penalty: 6098.128906
	Iteration 83F: 3 clusters Score -2.199268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Entering Unmasked Estep 
Score: -1738611.500000 Penalty: 2418.934570
	Iteration 0F: 2 clusters Score -1738612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1726272.125000 Penalty: 4837.869141
	Iteration 0F: 3 clusters Score -1726272 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1730175.875000 Penalty: 4837.869141
	Iteration 1F: 3 clusters Score -1730176 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1730551.500000 Penalty: 4837.869141
	Iteration 2F: 3 clusters Score -1730552 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1730848.125000 Penalty: 4837.869141
	Iteration 3Q: 3 clusters Score -1730848 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1731147.375000 Penalty: 4837.869141
	Iteration 4Q: 3 clusters Score -1731147 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1731418.625000 Penalty: 4837.869141
	Iteration 5Q: 3 clusters Score -1731419 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1731683.125000 Penalty: 4837.869141
	Iteration 6Q: 3 clusters Score -1731683 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1731917.500000 Penalty: 4837.869141
	Iteration 7Q: 3 clusters Score -1731918 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1732167.000000 Penalty: 4837.869141
	Iteration 8Q: 3 clusters Score -1732167 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1732442.375000 Penalty: 4837.869141
	Iteration 9Q: 3 clusters Score -1732442 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1732732.500000 Penalty: 4837.869141
	Iteration 10Q: 3 clusters Score -1732732 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1733065.625000 Penalty: 4837.869141
	Iteration 11Q: 3 clusters Score -1733066 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1733412.000000 Penalty: 4837.869141
	Iteration 12Q: 3 clusters Score -1733412 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1733790.000000 Penalty: 4837.869141
	Iteration 13Q: 3 clusters Score -1733790 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1734181.250000 Penalty: 4837.869141
	Iteration 14Q: 3 clusters Score -1734181 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1734580.250000 Penalty: 4837.869141
	Iteration 15Q: 3 clusters Score -1734580 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1734916.500000 Penalty: 4837.869141
	Iteration 16Q: 3 clusters Score -1734916 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1735202.875000 Penalty: 4837.869141
	Iteration 17Q: 3 clusters Score -1735203 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1735425.250000 Penalty: 4837.869141
	Iteration 18Q: 3 clusters Score -1735425 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1735599.625000 Penalty: 4837.869141
	Iteration 19Q: 3 clusters Score -1735600 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1735771.000000 Penalty: 4837.869141
	Iteration 20F: 3 clusters Score -1735771 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1735920.500000 Penalty: 4837.869141
	Iteration 21Q: 3 clusters Score -1735920 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1736056.875000 Penalty: 4837.869141
	Iteration 22Q: 3 clusters Score -1736057 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1736196.250000 Penalty: 4837.869141
	Iteration 23Q: 3 clusters Score -1736196 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1736374.000000 Penalty: 4837.869141
	Iteration 24Q: 3 clusters Score -1736374 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1736594.375000 Penalty: 4837.869141
	Iteration 25Q: 3 clusters Score -1736594 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1736840.625000 Penalty: 4837.869141
	Iteration 26Q: 3 clusters Score -1736841 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1736976.125000 Penalty: 4837.869141
	Iteration 27Q: 3 clusters Score -1736976 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1737026.750000 Penalty: 4837.869141
	Iteration 28Q: 3 clusters Score -1737027 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1737062.875000 Penalty: 4837.869141
	Iteration 29Q: 3 clusters Score -1737063 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1737079.750000 Penalty: 4837.869141
	Iteration 30Q: 3 clusters Score -1737080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1737087.375000 Penalty: 4837.869141
	Iteration 31Q: 3 clusters Score -1737087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1737096.000000 Penalty: 4837.869141
	Iteration 32Q: 3 clusters Score -1737096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1737099.750000 Penalty: 4837.869141
	Iteration 33Q: 3 clusters Score -1737100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1737103.500000 Penalty: 4837.869141
	Iteration 34Q: 3 clusters Score -1737104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1737108.875000 Penalty: 4837.869141
	Iteration 35Q: 3 clusters Score -1737109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1737109.625000 Penalty: 4837.869141
	Iteration 36Q: 3 clusters Score -1737110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1737113.625000 Penalty: 4837.869141
	Iteration 37Q: 3 clusters Score -1737114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1737119.625000 Penalty: 4837.869141
	Iteration 38Q: 3 clusters Score -1737120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1737120.500000 Penalty: 4837.869141
	Iteration 39Q: 3 clusters Score -1737120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1737119.250000 Penalty: 4837.869141
	Iteration 40F: 3 clusters Score -1737119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1737120.500000 Penalty: 4837.869141
	Iteration 41Q: 3 clusters Score -1737120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1737122.125000 Penalty: 4837.869141
	Iteration 42Q: 3 clusters Score -1737122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1737123.750000 Penalty: 4837.869141
	Iteration 43Q: 3 clusters Score -1737124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1737126.625000 Penalty: 4837.869141
	Iteration 44Q: 3 clusters Score -1737127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1737131.250000 Penalty: 4837.869141
	Iteration 45Q: 3 clusters Score -1737131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1737129.500000 Penalty: 4837.869141
	Iteration 46Q: 3 clusters Score -1737130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1737130.500000 Penalty: 4837.869141
	Iteration 47Q: 3 clusters Score -1737130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1737128.375000 Penalty: 4837.869141
	Iteration 48Q: 3 clusters Score -1737128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1737130.250000 Penalty: 4837.869141
	Iteration 49Q: 3 clusters Score -1737130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1737131.875000 Penalty: 4837.869141
	Iteration 50Q: 3 clusters Score -1737132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1737131.875000 Penalty: 4837.869141
	Iteration 51F: 3 clusters Score -1737132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Entering Unmasked Estep 
Score: -2452904.500000 Penalty: 2510.798828
	Iteration 0F: 2 clusters Score -2452904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2435672.000000 Penalty: 5021.597656
	Iteration 0F: 3 clusters Score -2435672 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2441734.000000 Penalty: 5021.597656
	Iteration 1F: 3 clusters Score -2441734 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2442145.500000 Penalty: 5021.597656
	Iteration 2Q: 3 clusters Score -2442146 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2442495.000000 Penalty: 5021.597656
	Iteration 3Q: 3 clusters Score -2442495 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2442886.250000 Penalty: 5021.597656
	Iteration 4Q: 3 clusters Score -2442886 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2443288.000000 Penalty: 5021.597656
	Iteration 5Q: 3 clusters Score -2443288 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2443725.500000 Penalty: 5021.597656
	Iteration 6Q: 3 clusters Score -2443726 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2444233.250000 Penalty: 5021.597656
	Iteration 7Q: 3 clusters Score -2444233 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2444864.500000 Penalty: 5021.597656
	Iteration 8Q: 3 clusters Score -2444864 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2445523.000000 Penalty: 5021.597656
	Iteration 9Q: 3 clusters Score -2445523 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2446239.250000 Penalty: 5021.597656
	Iteration 10Q: 3 clusters Score -2446239 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2446990.000000 Penalty: 5021.597656
	Iteration 11Q: 3 clusters Score -2446990 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2447757.250000 Penalty: 5021.597656
	Iteration 12Q: 3 clusters Score -2447757 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2448446.500000 Penalty: 5021.597656
	Iteration 13Q: 3 clusters Score -2448446 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2449054.250000 Penalty: 5021.597656
	Iteration 14Q: 3 clusters Score -2449054 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2449608.000000 Penalty: 5021.597656
	Iteration 15Q: 3 clusters Score -2449608 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2450103.000000 Penalty: 5021.597656
	Iteration 16Q: 3 clusters Score -2450103 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2450553.750000 Penalty: 5021.597656
	Iteration 17Q: 3 clusters Score -2450554 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2450877.250000 Penalty: 5021.597656
	Iteration 18Q: 3 clusters Score -2450877 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2451089.250000 Penalty: 5021.597656
	Iteration 19Q: 3 clusters Score -2451089 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2451267.750000 Penalty: 5021.597656
	Iteration 20F: 3 clusters Score -2451268 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2451403.500000 Penalty: 5021.597656
	Iteration 21Q: 3 clusters Score -2451404 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2451507.250000 Penalty: 5021.597656
	Iteration 22Q: 3 clusters Score -2451507 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2451591.750000 Penalty: 5021.597656
	Iteration 23Q: 3 clusters Score -2451592 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2451648.500000 Penalty: 5021.597656
	Iteration 24Q: 3 clusters Score -2451648 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2451697.000000 Penalty: 5021.597656
	Iteration 25Q: 3 clusters Score -2451697 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2451722.500000 Penalty: 5021.597656
	Iteration 26Q: 3 clusters Score -2451722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2451739.250000 Penalty: 5021.597656
	Iteration 27Q: 3 clusters Score -2451739 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -2451757.500000 Penalty: 5021.597656
	Iteration 28Q: 3 clusters Score -2451758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2451765.000000 Penalty: 5021.597656
	Iteration 29Q: 3 clusters Score -2451765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2451768.000000 Penalty: 5021.597656
	Iteration 30Q: 3 clusters Score -2451768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2451771.500000 Penalty: 5021.597656
	Iteration 31Q: 3 clusters Score -2451772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2451774.250000 Penalty: 5021.597656
	Iteration 32Q: 3 clusters Score -2451774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2451782.000000 Penalty: 5021.597656
	Iteration 33Q: 3 clusters Score -2451782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2451777.750000 Penalty: 5021.597656
	Iteration 34Q: 3 clusters Score -2451778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2451774.250000 Penalty: 5021.597656
	Iteration 35Q: 3 clusters Score -2451774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2451775.000000 Penalty: 5021.597656
	Iteration 36Q: 3 clusters Score -2451775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2451776.000000 Penalty: 5021.597656
	Iteration 37Q: 3 clusters Score -2451776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2451776.000000 Penalty: 5021.597656
	Iteration 38F: 3 clusters Score -2451776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Entering Unmasked Estep 
Score: -842243.000000 Penalty: 2240.363281
	Iteration 0F: 2 clusters Score -842243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -835612.562500 Penalty: 4480.726562
	Iteration 0F: 3 clusters Score -835612.6 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -837398.562500 Penalty: 4480.726562
	Iteration 1F: 3 clusters Score -837398.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -837607.937500 Penalty: 4480.726562
	Iteration 2F: 3 clusters Score -837607.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -837755.000000 Penalty: 4480.726562
	Iteration 3Q: 3 clusters Score -837755 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -837866.500000 Penalty: 4480.726562
	Iteration 4Q: 3 clusters Score -837866.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -837953.625000 Penalty: 4480.726562
	Iteration 5Q: 3 clusters Score -837953.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -838037.750000 Penalty: 4480.726562
	Iteration 6Q: 3 clusters Score -838037.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -838098.375000 Penalty: 4480.726562
	Iteration 7Q: 3 clusters Score -838098.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -838154.250000 Penalty: 4480.726562
	Iteration 8Q: 3 clusters Score -838154.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -838197.750000 Penalty: 4480.726562
	Iteration 9Q: 3 clusters Score -838197.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -838238.062500 Penalty: 4480.726562
	Iteration 10Q: 3 clusters Score -838238.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -838266.562500 Penalty: 4480.726562
	Iteration 11Q: 3 clusters Score -838266.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -838291.812500 Penalty: 4480.726562
	Iteration 12Q: 3 clusters Score -838291.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -838323.687500 Penalty: 4480.726562
	Iteration 13Q: 3 clusters Score -838323.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -838346.062500 Penalty: 4480.726562
	Iteration 14Q: 3 clusters Score -838346.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -838372.500000 Penalty: 4480.726562
	Iteration 15Q: 3 clusters Score -838372.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -838397.375000 Penalty: 4480.726562
	Iteration 16Q: 3 clusters Score -838397.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -838429.375000 Penalty: 4480.726562
	Iteration 17Q: 3 clusters Score -838429.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -838462.812500 Penalty: 4480.726562
	Iteration 18Q: 3 clusters Score -838462.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -838503.500000 Penalty: 4480.726562
	Iteration 19Q: 3 clusters Score -838503.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -838563.500000 Penalty: 4480.726562
	Iteration 20F: 3 clusters Score -838563.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -838620.750000 Penalty: 4480.726562
	Iteration 21Q: 3 clusters Score -838620.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -838685.187500 Penalty: 4480.726562
	Iteration 22Q: 3 clusters Score -838685.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -838766.750000 Penalty: 4480.726562
	Iteration 23Q: 3 clusters Score -838766.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -838865.875000 Penalty: 4480.726562
	Iteration 24Q: 3 clusters Score -838865.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -838971.250000 Penalty: 4480.726562
	Iteration 25Q: 3 clusters Score -838971.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -839079.812500 Penalty: 4480.726562
	Iteration 26Q: 3 clusters Score -839079.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -839226.000000 Penalty: 4480.726562
	Iteration 27Q: 3 clusters Score -839226 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -839391.875000 Penalty: 4480.726562
	Iteration 28Q: 3 clusters Score -839391.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -839582.687500 Penalty: 4480.726562
	Iteration 29Q: 3 clusters Score -839582.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -839769.937500 Penalty: 4480.726562
	Iteration 30Q: 3 clusters Score -839769.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -839936.687500 Penalty: 4480.726562
	Iteration 31Q: 3 clusters Score -839936.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -840050.125000 Penalty: 4480.726562
	Iteration 32Q: 3 clusters Score -840050.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -840134.750000 Penalty: 4480.726562
	Iteration 33Q: 3 clusters Score -840134.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -840205.750000 Penalty: 4480.726562
	Iteration 34Q: 3 clusters Score -840205.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -840253.562500 Penalty: 4480.726562
	Iteration 35Q: 3 clusters Score -840253.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -840302.125000 Penalty: 4480.726562
	Iteration 36Q: 3 clusters Score -840302.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -840335.125000 Penalty: 4480.726562
	Iteration 37Q: 3 clusters Score -840335.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -840358.562500 Penalty: 4480.726562
	Iteration 38Q: 3 clusters Score -840358.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -840379.812500 Penalty: 4480.726562
	Iteration 39Q: 3 clusters Score -840379.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -840401.937500 Penalty: 4480.726562
	Iteration 40F: 3 clusters Score -840401.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -840411.187500 Penalty: 4480.726562
	Iteration 41Q: 3 clusters Score -840411.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -840420.250000 Penalty: 4480.726562
	Iteration 42Q: 3 clusters Score -840420.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -840425.125000 Penalty: 4480.726562
	Iteration 43Q: 3 clusters Score -840425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -840431.000000 Penalty: 4480.726562
	Iteration 44Q: 3 clusters Score -840431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -840435.312500 Penalty: 4480.726562
	Iteration 45Q: 3 clusters Score -840435.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -840435.562500 Penalty: 4480.726562
	Iteration 46Q: 3 clusters Score -840435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -840437.687500 Penalty: 4480.726562
	Iteration 47Q: 3 clusters Score -840437.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -840437.687500 Penalty: 4480.726562
	Iteration 48F: 3 clusters Score -840437.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Entering Unmasked Estep 
Score: -412974.187500 Penalty: 2076.239990
	Iteration 0F: 2 clusters Score -412974.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -408888.875000 Penalty: 4152.479980
	Iteration 0F: 3 clusters Score -408888.9 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -409797.281250 Penalty: 4152.479980
	Iteration 1F: 3 clusters Score -409797.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -410062.750000 Penalty: 4152.479980
	Iteration 2F: 3 clusters Score -410062.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -410244.968750 Penalty: 4152.479980
	Iteration 3F: 3 clusters Score -410245 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -410380.968750 Penalty: 4152.479980
	Iteration 4Q: 3 clusters Score -410381 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -410489.031250 Penalty: 4152.479980
	Iteration 5Q: 3 clusters Score -410489 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -410614.312500 Penalty: 4152.479980
	Iteration 6Q: 3 clusters Score -410614.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -410725.406250 Penalty: 4152.479980
	Iteration 7Q: 3 clusters Score -410725.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -410832.656250 Penalty: 4152.479980
	Iteration 8Q: 3 clusters Score -410832.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -410918.781250 Penalty: 4152.479980
	Iteration 9Q: 3 clusters Score -410918.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -410987.218750 Penalty: 4152.479980
	Iteration 10Q: 3 clusters Score -410987.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -411044.343750 Penalty: 4152.479980
	Iteration 11Q: 3 clusters Score -411044.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -411091.500000 Penalty: 4152.479980
	Iteration 12Q: 3 clusters Score -411091.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -411151.156250 Penalty: 4152.479980
	Iteration 13Q: 3 clusters Score -411151.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -411205.625000 Penalty: 4152.479980
	Iteration 14Q: 3 clusters Score -411205.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -411249.062500 Penalty: 4152.479980
	Iteration 15Q: 3 clusters Score -411249.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -411300.781250 Penalty: 4152.479980
	Iteration 16Q: 3 clusters Score -411300.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -411348.812500 Penalty: 4152.479980
	Iteration 17Q: 3 clusters Score -411348.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -411387.437500 Penalty: 4152.479980
	Iteration 18Q: 3 clusters Score -411387.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -411429.062500 Penalty: 4152.479980
	Iteration 19Q: 3 clusters Score -411429.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -411470.843750 Penalty: 4152.479980
	Iteration 20F: 3 clusters Score -411470.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -411526.406250 Penalty: 4152.479980
	Iteration 21Q: 3 clusters Score -411526.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -411583.343750 Penalty: 4152.479980
	Iteration 22Q: 3 clusters Score -411583.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -411631.125000 Penalty: 4152.479980
	Iteration 23Q: 3 clusters Score -411631.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -411670.250000 Penalty: 4152.479980
	Iteration 24Q: 3 clusters Score -411670.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -411707.218750 Penalty: 4152.479980
	Iteration 25Q: 3 clusters Score -411707.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -411740.343750 Penalty: 4152.479980
	Iteration 26Q: 3 clusters Score -411740.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -411774.906250 Penalty: 4152.479980
	Iteration 27Q: 3 clusters Score -411774.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -411801.156250 Penalty: 4152.479980
	Iteration 28Q: 3 clusters Score -411801.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -411822.343750 Penalty: 4152.479980
	Iteration 29Q: 3 clusters Score -411822.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -411841.281250 Penalty: 4152.479980
	Iteration 30Q: 3 clusters Score -411841.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -411863.750000 Penalty: 4152.479980
	Iteration 31Q: 3 clusters Score -411863.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -411873.906250 Penalty: 4152.479980
	Iteration 32Q: 3 clusters Score -411873.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -411885.687500 Penalty: 4152.479980
	Iteration 33Q: 3 clusters Score -411885.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -411901.125000 Penalty: 4152.479980
	Iteration 34Q: 3 clusters Score -411901.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -411906.187500 Penalty: 4152.479980
	Iteration 35Q: 3 clusters Score -411906.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -411910.250000 Penalty: 4152.479980
	Iteration 36Q: 3 clusters Score -411910.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -411913.625000 Penalty: 4152.479980
	Iteration 37Q: 3 clusters Score -411913.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -411916.250000 Penalty: 4152.479980
	Iteration 38Q: 3 clusters Score -411916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -411918.218750 Penalty: 4152.479980
	Iteration 39Q: 3 clusters Score -411918.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -411918.218750 Penalty: 4152.479980
	Iteration 40F: 3 clusters Score -411918.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Entering Unmasked Estep 
Score: -2261848.000000 Penalty: 2491.629883
	Iteration 0F: 2 clusters Score -2261848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2245832.000000 Penalty: 4983.259766
	Iteration 0F: 3 clusters Score -2245832 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2251460.500000 Penalty: 4983.259766
	Iteration 1F: 3 clusters Score -2251460 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2251928.250000 Penalty: 4983.259766
	Iteration 2F: 3 clusters Score -2251928 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2252344.750000 Penalty: 4983.259766
	Iteration 3Q: 3 clusters Score -2252345 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2252748.500000 Penalty: 4983.259766
	Iteration 4Q: 3 clusters Score -2252748 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2253171.000000 Penalty: 4983.259766
	Iteration 5Q: 3 clusters Score -2253171 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2253621.500000 Penalty: 4983.259766
	Iteration 6Q: 3 clusters Score -2253622 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2254106.750000 Penalty: 4983.259766
	Iteration 7Q: 3 clusters Score -2254107 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2254646.500000 Penalty: 4983.259766
	Iteration 8Q: 3 clusters Score -2254646 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2255200.500000 Penalty: 4983.259766
	Iteration 9Q: 3 clusters Score -2255200 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2255818.750000 Penalty: 4983.259766
	Iteration 10Q: 3 clusters Score -2255819 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2256412.500000 Penalty: 4983.259766
	Iteration 11Q: 3 clusters Score -2256412 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2257012.750000 Penalty: 4983.259766
	Iteration 12Q: 3 clusters Score -2257013 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2257561.000000 Penalty: 4983.259766
	Iteration 13Q: 3 clusters Score -2257561 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2257942.250000 Penalty: 4983.259766
	Iteration 14Q: 3 clusters Score -2257942 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2258208.000000 Penalty: 4983.259766
	Iteration 15Q: 3 clusters Score -2258208 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2258358.000000 Penalty: 4983.259766
	Iteration 16Q: 3 clusters Score -2258358 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2258449.750000 Penalty: 4983.259766
	Iteration 17Q: 3 clusters Score -2258450 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2258512.500000 Penalty: 4983.259766
	Iteration 18Q: 3 clusters Score -2258512 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2258571.250000 Penalty: 4983.259766
	Iteration 19Q: 3 clusters Score -2258571 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2258628.750000 Penalty: 4983.259766
	Iteration 20F: 3 clusters Score -2258629 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2258659.500000 Penalty: 4983.259766
	Iteration 21Q: 3 clusters Score -2258660 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2258688.500000 Penalty: 4983.259766
	Iteration 22Q: 3 clusters Score -2258688 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2258710.500000 Penalty: 4983.259766
	Iteration 23Q: 3 clusters Score -2258710 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2258735.000000 Penalty: 4983.259766
	Iteration 24Q: 3 clusters Score -2258735 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2258766.500000 Penalty: 4983.259766
	Iteration 25Q: 3 clusters Score -2258766 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2258777.000000 Penalty: 4983.259766
	Iteration 26Q: 3 clusters Score -2258777 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2258801.750000 Penalty: 4983.259766
	Iteration 27Q: 3 clusters Score -2258802 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2258824.500000 Penalty: 4983.259766
	Iteration 28Q: 3 clusters Score -2258824 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2258836.500000 Penalty: 4983.259766
	Iteration 29Q: 3 clusters Score -2258836 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2258845.750000 Penalty: 4983.259766
	Iteration 30Q: 3 clusters Score -2258846 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2258855.750000 Penalty: 4983.259766
	Iteration 31Q: 3 clusters Score -2258856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2258867.250000 Penalty: 4983.259766
	Iteration 32Q: 3 clusters Score -2258867 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2258876.500000 Penalty: 4983.259766
	Iteration 33Q: 3 clusters Score -2258876 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2258894.000000 Penalty: 4983.259766
	Iteration 34Q: 3 clusters Score -2258894 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2258916.000000 Penalty: 4983.259766
	Iteration 35Q: 3 clusters Score -2258916 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2258927.500000 Penalty: 4983.259766
	Iteration 36Q: 3 clusters Score -2258928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2258938.250000 Penalty: 4983.259766
	Iteration 37Q: 3 clusters Score -2258938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2258956.500000 Penalty: 4983.259766
	Iteration 38Q: 3 clusters Score -2258956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2258967.500000 Penalty: 4983.259766
	Iteration 39Q: 3 clusters Score -2258968 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2258976.250000 Penalty: 4983.259766
	Iteration 40F: 3 clusters Score -2258976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2258981.500000 Penalty: 4983.259766
	Iteration 41Q: 3 clusters Score -2258982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2258987.250000 Penalty: 4983.259766
	Iteration 42Q: 3 clusters Score -2258987 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2258994.500000 Penalty: 4983.259766
	Iteration 43Q: 3 clusters Score -2258994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2258996.000000 Penalty: 4983.259766
	Iteration 44Q: 3 clusters Score -2258996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2259002.000000 Penalty: 4983.259766
	Iteration 45Q: 3 clusters Score -2259002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2259007.500000 Penalty: 4983.259766
	Iteration 46Q: 3 clusters Score -2259008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2259008.000000 Penalty: 4983.259766
	Iteration 47Q: 3 clusters Score -2259008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2259026.250000 Penalty: 4983.259766
	Iteration 48Q: 3 clusters Score -2259026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2259022.500000 Penalty: 4983.259766
	Iteration 49Q: 3 clusters Score -2259022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2259026.250000 Penalty: 4983.259766
	Iteration 50Q: 3 clusters Score -2259026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2259028.250000 Penalty: 4983.259766
	Iteration 51Q: 3 clusters Score -2259028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2259031.250000 Penalty: 4983.259766
	Iteration 52Q: 3 clusters Score -2259031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2259032.500000 Penalty: 4983.259766
	Iteration 53Q: 3 clusters Score -2259032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2259039.750000 Penalty: 4983.259766
	Iteration 54Q: 3 clusters Score -2259040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2259046.000000 Penalty: 4983.259766
	Iteration 55Q: 3 clusters Score -2259046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2259050.250000 Penalty: 4983.259766
	Iteration 56Q: 3 clusters Score -2259050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2259048.750000 Penalty: 4983.259766
	Iteration 57Q: 3 clusters Score -2259049 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2259049.250000 Penalty: 4983.259766
	Iteration 58Q: 3 clusters Score -2259049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2259053.000000 Penalty: 4983.259766
	Iteration 59Q: 3 clusters Score -2259053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2259057.750000 Penalty: 4983.259766
	Iteration 60F: 3 clusters Score -2259058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2259060.000000 Penalty: 4983.259766
	Iteration 61Q: 3 clusters Score -2259060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2259069.000000 Penalty: 4983.259766
	Iteration 62Q: 3 clusters Score -2259069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2259079.750000 Penalty: 4983.259766
	Iteration 63Q: 3 clusters Score -2259080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2259080.000000 Penalty: 4983.259766
	Iteration 64Q: 3 clusters Score -2259080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2259089.500000 Penalty: 4983.259766
	Iteration 65Q: 3 clusters Score -2259090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2259096.250000 Penalty: 4983.259766
	Iteration 66Q: 3 clusters Score -2259096 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2259107.500000 Penalty: 4983.259766
	Iteration 67Q: 3 clusters Score -2259108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2259117.250000 Penalty: 4983.259766
	Iteration 68Q: 3 clusters Score -2259117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2259126.500000 Penalty: 4983.259766
	Iteration 69Q: 3 clusters Score -2259126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2259137.000000 Penalty: 4983.259766
	Iteration 70Q: 3 clusters Score -2259137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2259140.250000 Penalty: 4983.259766
	Iteration 71Q: 3 clusters Score -2259140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2259137.750000 Penalty: 4983.259766
	Iteration 72Q: 3 clusters Score -2259138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2259145.750000 Penalty: 4983.259766
	Iteration 73Q: 3 clusters Score -2259146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2259151.500000 Penalty: 4983.259766
	Iteration 74Q: 3 clusters Score -2259152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2259158.000000 Penalty: 4983.259766
	Iteration 75Q: 3 clusters Score -2259158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2259170.250000 Penalty: 4983.259766
	Iteration 76Q: 3 clusters Score -2259170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2259181.000000 Penalty: 4983.259766
	Iteration 77Q: 3 clusters Score -2259181 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2259201.000000 Penalty: 4983.259766
	Iteration 78Q: 3 clusters Score -2259201 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2259202.750000 Penalty: 4983.259766
	Iteration 79Q: 3 clusters Score -2259203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2259214.000000 Penalty: 4983.259766
	Iteration 80F: 3 clusters Score -2259214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2259233.000000 Penalty: 4983.259766
	Iteration 81Q: 3 clusters Score -2259233 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2259246.750000 Penalty: 4983.259766
	Iteration 82Q: 3 clusters Score -2259247 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2259259.500000 Penalty: 4983.259766
	Iteration 83Q: 3 clusters Score -2259260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2259267.000000 Penalty: 4983.259766
	Iteration 84Q: 3 clusters Score -2259267 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2259276.750000 Penalty: 4983.259766
	Iteration 85Q: 3 clusters Score -2259277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2259282.750000 Penalty: 4983.259766
	Iteration 86Q: 3 clusters Score -2259283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2259293.750000 Penalty: 4983.259766
	Iteration 87Q: 3 clusters Score -2259294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2259294.250000 Penalty: 4983.259766
	Iteration 88Q: 3 clusters Score -2259294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2259291.000000 Penalty: 4983.259766
	Iteration 89Q: 3 clusters Score -2259291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2259295.250000 Penalty: 4983.259766
	Iteration 90Q: 3 clusters Score -2259295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2259300.000000 Penalty: 4983.259766
	Iteration 91Q: 3 clusters Score -2259300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2259309.250000 Penalty: 4983.259766
	Iteration 92Q: 3 clusters Score -2259309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2259320.500000 Penalty: 4983.259766
	Iteration 93Q: 3 clusters Score -2259320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2259324.750000 Penalty: 4983.259766
	Iteration 94Q: 3 clusters Score -2259325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2259328.750000 Penalty: 4983.259766
	Iteration 95Q: 3 clusters Score -2259329 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2259340.500000 Penalty: 4983.259766
	Iteration 96Q: 3 clusters Score -2259340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2259346.250000 Penalty: 4983.259766
	Iteration 97Q: 3 clusters Score -2259346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2259356.750000 Penalty: 4983.259766
	Iteration 98Q: 3 clusters Score -2259357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2259364.500000 Penalty: 4983.259766
	Iteration 99Q: 3 clusters Score -2259364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2259374.000000 Penalty: 4983.259766
	Iteration 100F: 3 clusters Score -2259374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2259376.250000 Penalty: 4983.259766
	Iteration 101Q: 3 clusters Score -2259376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2259387.250000 Penalty: 4983.259766
	Iteration 102Q: 3 clusters Score -2259387 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2259393.500000 Penalty: 4983.259766
	Iteration 103Q: 3 clusters Score -2259394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2259398.250000 Penalty: 4983.259766
	Iteration 104Q: 3 clusters Score -2259398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2259407.000000 Penalty: 4983.259766
	Iteration 105Q: 3 clusters Score -2259407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2259409.500000 Penalty: 4983.259766
	Iteration 106Q: 3 clusters Score -2259410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2259411.750000 Penalty: 4983.259766
	Iteration 107Q: 3 clusters Score -2259412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2259416.750000 Penalty: 4983.259766
	Iteration 108Q: 3 clusters Score -2259417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2259422.000000 Penalty: 4983.259766
	Iteration 109Q: 3 clusters Score -2259422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2259426.500000 Penalty: 4983.259766
	Iteration 110Q: 3 clusters Score -2259426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2259427.250000 Penalty: 4983.259766
	Iteration 111Q: 3 clusters Score -2259427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2259438.000000 Penalty: 4983.259766
	Iteration 112Q: 3 clusters Score -2259438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2259430.500000 Penalty: 4983.259766
	Iteration 113Q: 3 clusters Score -2259430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2259430.500000 Penalty: 4983.259766
	Iteration 114Q: 3 clusters Score -2259430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2259433.250000 Penalty: 4983.259766
	Iteration 115Q: 3 clusters Score -2259433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2259438.000000 Penalty: 4983.259766
	Iteration 116Q: 3 clusters Score -2259438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2259439.500000 Penalty: 4983.259766
	Iteration 117Q: 3 clusters Score -2259440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2259443.500000 Penalty: 4983.259766
	Iteration 118Q: 3 clusters Score -2259444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2259445.250000 Penalty: 4983.259766
	Iteration 119Q: 3 clusters Score -2259445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2259448.500000 Penalty: 4983.259766
	Iteration 120F: 3 clusters Score -2259448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2259447.500000 Penalty: 4983.259766
	Iteration 121Q: 3 clusters Score -2259448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2259451.500000 Penalty: 4983.259766
	Iteration 122Q: 3 clusters Score -2259452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2259455.500000 Penalty: 4983.259766
	Iteration 123Q: 3 clusters Score -2259456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2259458.750000 Penalty: 4983.259766
	Iteration 124Q: 3 clusters Score -2259459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2259469.000000 Penalty: 4983.259766
	Iteration 125Q: 3 clusters Score -2259469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2259473.750000 Penalty: 4983.259766
	Iteration 126Q: 3 clusters Score -2259474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2259479.250000 Penalty: 4983.259766
	Iteration 127Q: 3 clusters Score -2259479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2259487.500000 Penalty: 4983.259766
	Iteration 128Q: 3 clusters Score -2259488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2259490.500000 Penalty: 4983.259766
	Iteration 129Q: 3 clusters Score -2259490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2259502.250000 Penalty: 4983.259766
	Iteration 130Q: 3 clusters Score -2259502 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2259515.500000 Penalty: 4983.259766
	Iteration 131Q: 3 clusters Score -2259516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2259534.250000 Penalty: 4983.259766
	Iteration 132Q: 3 clusters Score -2259534 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2259560.000000 Penalty: 4983.259766
	Iteration 133Q: 3 clusters Score -2259560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2259585.250000 Penalty: 4983.259766
	Iteration 134Q: 3 clusters Score -2259585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2259622.000000 Penalty: 4983.259766
	Iteration 135Q: 3 clusters Score -2259622 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2259667.250000 Penalty: 4983.259766
	Iteration 136Q: 3 clusters Score -2259667 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2259726.000000 Penalty: 4983.259766
	Iteration 137Q: 3 clusters Score -2259726 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2259788.750000 Penalty: 4983.259766
	Iteration 138Q: 3 clusters Score -2259789 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2259844.500000 Penalty: 4983.259766
	Iteration 139Q: 3 clusters Score -2259844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2259901.500000 Penalty: 4983.259766
	Iteration 140F: 3 clusters Score -2259902 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2259952.500000 Penalty: 4983.259766
	Iteration 141Q: 3 clusters Score -2259952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2259985.000000 Penalty: 4983.259766
	Iteration 142Q: 3 clusters Score -2259985 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2260010.750000 Penalty: 4983.259766
	Iteration 143Q: 3 clusters Score -2260011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2260028.500000 Penalty: 4983.259766
	Iteration 144Q: 3 clusters Score -2260028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2260043.250000 Penalty: 4983.259766
	Iteration 145Q: 3 clusters Score -2260043 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2260057.750000 Penalty: 4983.259766
	Iteration 146Q: 3 clusters Score -2260058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2260069.000000 Penalty: 4983.259766
	Iteration 147Q: 3 clusters Score -2260069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2260080.750000 Penalty: 4983.259766
	Iteration 148Q: 3 clusters Score -2260081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2260089.250000 Penalty: 4983.259766
	Iteration 149Q: 3 clusters Score -2260089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2260104.250000 Penalty: 4983.259766
	Iteration 150Q: 3 clusters Score -2260104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2260115.500000 Penalty: 4983.259766
	Iteration 151Q: 3 clusters Score -2260116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2260133.250000 Penalty: 4983.259766
	Iteration 152Q: 3 clusters Score -2260133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2260147.500000 Penalty: 4983.259766
	Iteration 153Q: 3 clusters Score -2260148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2260162.000000 Penalty: 4983.259766
	Iteration 154Q: 3 clusters Score -2260162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2260179.000000 Penalty: 4983.259766
	Iteration 155Q: 3 clusters Score -2260179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2260192.000000 Penalty: 4983.259766
	Iteration 156Q: 3 clusters Score -2260192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2260210.000000 Penalty: 4983.259766
	Iteration 157Q: 3 clusters Score -2260210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2260222.000000 Penalty: 4983.259766
	Iteration 158Q: 3 clusters Score -2260222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2260236.250000 Penalty: 4983.259766
	Iteration 159Q: 3 clusters Score -2260236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2260248.250000 Penalty: 4983.259766
	Iteration 160F: 3 clusters Score -2260248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2260263.500000 Penalty: 4983.259766
	Iteration 161Q: 3 clusters Score -2260264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2260265.000000 Penalty: 4983.259766
	Iteration 162Q: 3 clusters Score -2260265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2260273.000000 Penalty: 4983.259766
	Iteration 163Q: 3 clusters Score -2260273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2260284.750000 Penalty: 4983.259766
	Iteration 164Q: 3 clusters Score -2260285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2260283.750000 Penalty: 4983.259766
	Iteration 165Q: 3 clusters Score -2260284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2260289.000000 Penalty: 4983.259766
	Iteration 166Q: 3 clusters Score -2260289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2260293.750000 Penalty: 4983.259766
	Iteration 167Q: 3 clusters Score -2260294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2260296.500000 Penalty: 4983.259766
	Iteration 168Q: 3 clusters Score -2260296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2260292.500000 Penalty: 4983.259766
	Iteration 169Q: 3 clusters Score -2260292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2260296.750000 Penalty: 4983.259766
	Iteration 170Q: 3 clusters Score -2260297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2260300.500000 Penalty: 4983.259766
	Iteration 171Q: 3 clusters Score -2260300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2260300.250000 Penalty: 4983.259766
	Iteration 172Q: 3 clusters Score -2260300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2260298.500000 Penalty: 4983.259766
	Iteration 173Q: 3 clusters Score -2260298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2260300.250000 Penalty: 4983.259766
	Iteration 174Q: 3 clusters Score -2260300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2260297.500000 Penalty: 4983.259766
	Iteration 175Q: 3 clusters Score -2260298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2260300.000000 Penalty: 4983.259766
	Iteration 176Q: 3 clusters Score -2260300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2260303.250000 Penalty: 4983.259766
	Iteration 177Q: 3 clusters Score -2260303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2260303.500000 Penalty: 4983.259766
	Iteration 178Q: 3 clusters Score -2260304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2260302.000000 Penalty: 4983.259766
	Iteration 179Q: 3 clusters Score -2260302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2260302.500000 Penalty: 4983.259766
	Iteration 180F: 3 clusters Score -2260302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2260306.500000 Penalty: 4983.259766
	Iteration 181Q: 3 clusters Score -2260306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2260308.500000 Penalty: 4983.259766
	Iteration 182Q: 3 clusters Score -2260308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2260312.250000 Penalty: 4983.259766
	Iteration 183Q: 3 clusters Score -2260312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2260316.000000 Penalty: 4983.259766
	Iteration 184Q: 3 clusters Score -2260316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2260312.500000 Penalty: 4983.259766
	Iteration 185Q: 3 clusters Score -2260312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2260314.500000 Penalty: 4983.259766
	Iteration 186Q: 3 clusters Score -2260314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2260319.000000 Penalty: 4983.259766
	Iteration 187Q: 3 clusters Score -2260319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2260320.250000 Penalty: 4983.259766
	Iteration 188Q: 3 clusters Score -2260320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2260320.750000 Penalty: 4983.259766
	Iteration 189Q: 3 clusters Score -2260321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2260322.750000 Penalty: 4983.259766
	Iteration 190Q: 3 clusters Score -2260323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2260323.500000 Penalty: 4983.259766
	Iteration 191Q: 3 clusters Score -2260324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2260321.250000 Penalty: 4983.259766
	Iteration 192Q: 3 clusters Score -2260321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2260327.750000 Penalty: 4983.259766
	Iteration 193Q: 3 clusters Score -2260328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2260328.000000 Penalty: 4983.259766
	Iteration 194Q: 3 clusters Score -2260328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2260327.500000 Penalty: 4983.259766
	Iteration 195Q: 3 clusters Score -2260328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2260324.750000 Penalty: 4983.259766
	Iteration 196Q: 3 clusters Score -2260325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2260326.750000 Penalty: 4983.259766
	Iteration 197Q: 3 clusters Score -2260327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2260324.750000 Penalty: 4983.259766
	Iteration 198Q: 3 clusters Score -2260325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2260332.000000 Penalty: 4983.259766
	Iteration 199Q: 3 clusters Score -2260332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2260327.500000 Penalty: 4983.259766
	Iteration 200F: 3 clusters Score -2260328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2260330.750000 Penalty: 4983.259766
	Iteration 201Q: 3 clusters Score -2260331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2260333.250000 Penalty: 4983.259766
	Iteration 202Q: 3 clusters Score -2260333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2260333.750000 Penalty: 4983.259766
	Iteration 203Q: 3 clusters Score -2260334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2260336.250000 Penalty: 4983.259766
	Iteration 204Q: 3 clusters Score -2260336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2260339.750000 Penalty: 4983.259766
	Iteration 205Q: 3 clusters Score -2260340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2260340.000000 Penalty: 4983.259766
	Iteration 206Q: 3 clusters Score -2260340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2260339.250000 Penalty: 4983.259766
	Iteration 207Q: 3 clusters Score -2260339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2260343.250000 Penalty: 4983.259766
	Iteration 208Q: 3 clusters Score -2260343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2260344.500000 Penalty: 4983.259766
	Iteration 209Q: 3 clusters Score -2260344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2260344.750000 Penalty: 4983.259766
	Iteration 210Q: 3 clusters Score -2260345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2260347.500000 Penalty: 4983.259766
	Iteration 211Q: 3 clusters Score -2260348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2260349.250000 Penalty: 4983.259766
	Iteration 212Q: 3 clusters Score -2260349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2260349.250000 Penalty: 4983.259766
	Iteration 213F: 3 clusters Score -2260349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -98362.921875 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -98362.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -96425.953125 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -96425.95 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -96742.140625 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -96742.14 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -96879.695312 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -96879.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -96952.531250 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -96952.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -96997.156250 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -96997.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -97028.648438 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -97028.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -97051.898438 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -97051.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -97066.937500 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -97066.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -97077.250000 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -97077.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -97095.820312 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -97095.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -97106.601562 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -97106.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -97121.390625 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -97121.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -97127.265625 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -97127.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -97136.546875 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -97136.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -97147.968750 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -97147.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -97178.031250 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -97178.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -97213.046875 Penalty: 3459.341553
	Iteration 16Q: 3 clusters Score -97213.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -97245.273438 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -97245.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -97271.914062 Penalty: 3459.341553
	Iteration 18Q: 3 clusters Score -97271.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -97310.015625 Penalty: 3459.341553
	Iteration 19Q: 3 clusters Score -97310.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -97341.929688 Penalty: 3459.341553
	Iteration 20F: 3 clusters Score -97341.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -97357.539062 Penalty: 3459.341553
	Iteration 21Q: 3 clusters Score -97357.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -97368.781250 Penalty: 3459.341553
	Iteration 22Q: 3 clusters Score -97368.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -97387.648438 Penalty: 3459.341553
	Iteration 23Q: 3 clusters Score -97387.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -97397.968750 Penalty: 3459.341553
	Iteration 24Q: 3 clusters Score -97397.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -97408.726562 Penalty: 3459.341553
	Iteration 25Q: 3 clusters Score -97408.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -97416.679688 Penalty: 3459.341553
	Iteration 26Q: 3 clusters Score -97416.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -97429.812500 Penalty: 3459.341553
	Iteration 27Q: 3 clusters Score -97429.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -97434.312500 Penalty: 3459.341553
	Iteration 28Q: 3 clusters Score -97434.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -97437.875000 Penalty: 3459.341553
	Iteration 29Q: 3 clusters Score -97437.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -97440.843750 Penalty: 3459.341553
	Iteration 30Q: 3 clusters Score -97440.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -97440.843750 Penalty: 3459.341553
	Iteration 31F: 3 clusters Score -97440.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Entering Unmasked Estep 
Score: -682219.187500 Penalty: 2229.783936
	Iteration 0F: 2 clusters Score -682219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -675883.125000 Penalty: 4459.567871
	Iteration 0F: 3 clusters Score -675883.1 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -678614.875000 Penalty: 4459.567871
	Iteration 1F: 3 clusters Score -678614.9 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -680064.687500 Penalty: 4459.567871
	Iteration 2F: 3 clusters Score -680064.7 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -681321.000000 Penalty: 4459.567871
	Iteration 3F: 3 clusters Score -681321 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -682121.750000 Penalty: 4459.567871
	Iteration 4F: 3 clusters Score -682121.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -682609.187500 Penalty: 4459.567871
	Iteration 5F: 3 clusters Score -682609.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -682888.937500 Penalty: 4459.567871
	Iteration 6Q: 3 clusters Score -682888.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -683044.687500 Penalty: 4459.567871
	Iteration 7Q: 3 clusters Score -683044.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -683172.125000 Penalty: 4459.567871
	Iteration 8Q: 3 clusters Score -683172.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -683292.125000 Penalty: 4459.567871
	Iteration 9Q: 3 clusters Score -683292.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -683455.250000 Penalty: 4459.567871
	Iteration 10Q: 3 clusters Score -683455.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -683651.750000 Penalty: 4459.567871
	Iteration 11Q: 3 clusters Score -683651.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -683855.562500 Penalty: 4459.567871
	Iteration 12Q: 3 clusters Score -683855.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -684091.312500 Penalty: 4459.567871
	Iteration 13Q: 3 clusters Score -684091.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -684335.875000 Penalty: 4459.567871
	Iteration 14Q: 3 clusters Score -684335.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -684550.500000 Penalty: 4459.567871
	Iteration 15Q: 3 clusters Score -684550.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -684728.625000 Penalty: 4459.567871
	Iteration 16Q: 3 clusters Score -684728.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -684869.250000 Penalty: 4459.567871
	Iteration 17Q: 3 clusters Score -684869.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -684963.000000 Penalty: 4459.567871
	Iteration 18Q: 3 clusters Score -684963 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -685034.750000 Penalty: 4459.567871
	Iteration 19Q: 3 clusters Score -685034.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -685084.437500 Penalty: 4459.567871
	Iteration 20F: 3 clusters Score -685084.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -685126.812500 Penalty: 4459.567871
	Iteration 21Q: 3 clusters Score -685126.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -685150.250000 Penalty: 4459.567871
	Iteration 22Q: 3 clusters Score -685150.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -685170.125000 Penalty: 4459.567871
	Iteration 23Q: 3 clusters Score -685170.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -685192.562500 Penalty: 4459.567871
	Iteration 24Q: 3 clusters Score -685192.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -685208.250000 Penalty: 4459.567871
	Iteration 25Q: 3 clusters Score -685208.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -685221.625000 Penalty: 4459.567871
	Iteration 26Q: 3 clusters Score -685221.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -685234.625000 Penalty: 4459.567871
	Iteration 27Q: 3 clusters Score -685234.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -685241.562500 Penalty: 4459.567871
	Iteration 28Q: 3 clusters Score -685241.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -685248.312500 Penalty: 4459.567871
	Iteration 29Q: 3 clusters Score -685248.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -685254.875000 Penalty: 4459.567871
	Iteration 30Q: 3 clusters Score -685254.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -685258.062500 Penalty: 4459.567871
	Iteration 31Q: 3 clusters Score -685258.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -685258.937500 Penalty: 4459.567871
	Iteration 32Q: 3 clusters Score -685258.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -685261.062500 Penalty: 4459.567871
	Iteration 33Q: 3 clusters Score -685261.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -685262.562500 Penalty: 4459.567871
	Iteration 34Q: 3 clusters Score -685262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -685265.437500 Penalty: 4459.567871
	Iteration 35Q: 3 clusters Score -685265.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -685266.500000 Penalty: 4459.567871
	Iteration 36Q: 3 clusters Score -685266.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -685268.562500 Penalty: 4459.567871
	Iteration 37Q: 3 clusters Score -685268.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -685267.125000 Penalty: 4459.567871
	Iteration 38Q: 3 clusters Score -685267.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -685269.312500 Penalty: 4459.567871
	Iteration 39Q: 3 clusters Score -685269.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -685271.750000 Penalty: 4459.567871
	Iteration 40F: 3 clusters Score -685271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -685273.312500 Penalty: 4459.567871
	Iteration 41Q: 3 clusters Score -685273.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -685273.312500 Penalty: 4459.567871
	Iteration 42F: 3 clusters Score -685273.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236804 members 
Mstep: Class 2 contains 205756 members 
Mstep: Class 3 contains 17541 members 
Mstep: Class 4 contains 9382 members 
Mstep: Class 5 contains 23157 members 
Mstep: Class 6 contains 65838 members 
Mstep: Class 7 contains 15541 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 43189 members 
Mstep: Class 10 contains 21611 members 
Mstep: Class 11 contains 20090 members 
Mstep: Class 12 contains 24239 members 
Mstep: Class 13 contains 11823 members 
Mstep: Class 14 contains 152004 members 
Mstep: Class 15 contains 47830 members 
Mstep: Class 16 contains 218516 members 
Mstep: Class 17 contains 17219 members 
Mstep: Class 18 contains 24939 members 
Mstep: Class 19 contains 8381 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 21 contains 23084 members 
Mstep: Class 22 contains 1069 members 
Mstep: Class 23 contains 2456 members 
Mstep: Class 24 contains 234511 members 
Mstep: Class 25 contains 21148 members 
Mstep: Class 26 contains 46491 members 
Mstep: Class 27 contains 15194 members 
Mstep: Class 28 contains 4981 members 
Mstep: Class 29 contains 73703 members 
Mstep: Class 30 contains 1784 members 
Mstep: Class 31 contains 3982 members 
Mstep: Class 32 contains 5575 members 
Entering Unmasked Estep 
Score: -157139664.000000 Penalty: 113460.695312
Splitting cluster 23 changes total score from -157136752.000000 to -157139664.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 24 (234511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234511 members 
Entering Unmasked Estep 
Score: -23490692.000000 Penalty: 3066.583984
	Iteration 0F: 2 clusters Score -2.349069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116968 members 
Mstep: Class 2 contains 117543 members 
Entering Unmasked Estep 
Score: -23338770.000000 Penalty: 6133.167969
	Iteration 0F: 3 clusters Score -2.333877e+07 nChanged 113173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112799 members 
Mstep: Class 2 contains 121712 members 
Entering Unmasked Estep 
Score: -23405320.000000 Penalty: 6133.167969
	Iteration 1F: 3 clusters Score -2.340532e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110054 members 
Mstep: Class 2 contains 124457 members 
Entering Unmasked Estep 
Score: -23406532.000000 Penalty: 6133.167969
	Iteration 2Q: 3 clusters Score -2.340653e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105745 members 
Mstep: Class 2 contains 128766 members 
Entering Unmasked Estep 
Score: -23408356.000000 Penalty: 6133.167969
	Iteration 3Q: 3 clusters Score -2.340836e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99240 members 
Mstep: Class 2 contains 135271 members 
Entering Unmasked Estep 
Score: -23411450.000000 Penalty: 6133.167969
	Iteration 4Q: 3 clusters Score -2.341145e+07 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89609 members 
Mstep: Class 2 contains 144902 members 
Entering Unmasked Estep 
Score: -23417172.000000 Penalty: 6133.167969
	Iteration 5Q: 3 clusters Score -2.341717e+07 nChanged 14599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75970 members 
Mstep: Class 2 contains 158541 members 
Entering Unmasked Estep 
Score: -23426938.000000 Penalty: 6133.167969
	Iteration 6F: 3 clusters Score -2.342694e+07 nChanged 18063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 175994 members 
Entering Unmasked Estep 
Score: -23440842.000000 Penalty: 6133.167969
	Iteration 7F: 3 clusters Score -2.344084e+07 nChanged 18188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 193812 members 
Entering Unmasked Estep 
Score: -23456520.000000 Penalty: 6133.167969
	Iteration 8F: 3 clusters Score -2.345652e+07 nChanged 14444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 207946 members 
Entering Unmasked Estep 
Score: -23468766.000000 Penalty: 6133.167969
	Iteration 9F: 3 clusters Score -2.346877e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 217095 members 
Entering Unmasked Estep 
Score: -23476454.000000 Penalty: 6133.167969
	Iteration 10Q: 3 clusters Score -2.347645e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 222576 members 
Entering Unmasked Estep 
Score: -23480814.000000 Penalty: 6133.167969
	Iteration 11Q: 3 clusters Score -2.348081e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 225872 members 
Entering Unmasked Estep 
Score: -23483500.000000 Penalty: 6133.167969
	Iteration 12Q: 3 clusters Score -2.34835e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 227945 members 
Entering Unmasked Estep 
Score: -23485040.000000 Penalty: 6133.167969
	Iteration 13Q: 3 clusters Score -2.348504e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 229372 members 
Entering Unmasked Estep 
Score: -23486104.000000 Penalty: 6133.167969
	Iteration 14Q: 3 clusters Score -2.34861e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 230367 members 
Entering Unmasked Estep 
Score: -23486796.000000 Penalty: 6133.167969
	Iteration 15Q: 3 clusters Score -2.34868e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 231068 members 
Entering Unmasked Estep 
Score: -23487310.000000 Penalty: 6133.167969
	Iteration 16Q: 3 clusters Score -2.348731e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 231501 members 
Entering Unmasked Estep 
Score: -23487658.000000 Penalty: 6133.167969
	Iteration 17Q: 3 clusters Score -2.348766e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 231794 members 
Entering Unmasked Estep 
Score: -23487816.000000 Penalty: 6133.167969
	Iteration 18Q: 3 clusters Score -2.348782e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 232034 members 
Entering Unmasked Estep 
Score: -23488026.000000 Penalty: 6133.167969
	Iteration 19Q: 3 clusters Score -2.348803e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 232198 members 
Entering Unmasked Estep 
Score: -23488192.000000 Penalty: 6133.167969
	Iteration 20F: 3 clusters Score -2.348819e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 232301 members 
Entering Unmasked Estep 
Score: -23488214.000000 Penalty: 6133.167969
	Iteration 21Q: 3 clusters Score -2.348821e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 232389 members 
Entering Unmasked Estep 
Score: -23488246.000000 Penalty: 6133.167969
	Iteration 22Q: 3 clusters Score -2.348825e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 232463 members 
Entering Unmasked Estep 
Score: -23488320.000000 Penalty: 6133.167969
	Iteration 23Q: 3 clusters Score -2.348832e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 232524 members 
Entering Unmasked Estep 
Score: -23488320.000000 Penalty: 6133.167969
	Iteration 24Q: 3 clusters Score -2.348832e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 232576 members 
Entering Unmasked Estep 
Score: -23488332.000000 Penalty: 6133.167969
	Iteration 25Q: 3 clusters Score -2.348833e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 232619 members 
Entering Unmasked Estep 
Score: -23488358.000000 Penalty: 6133.167969
	Iteration 26Q: 3 clusters Score -2.348836e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 232654 members 
Entering Unmasked Estep 
Score: -23488420.000000 Penalty: 6133.167969
	Iteration 27Q: 3 clusters Score -2.348842e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 232685 members 
Entering Unmasked Estep 
Score: -23488442.000000 Penalty: 6133.167969
	Iteration 28Q: 3 clusters Score -2.348844e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 232707 members 
Entering Unmasked Estep 
Score: -23488434.000000 Penalty: 6133.167969
	Iteration 29Q: 3 clusters Score -2.348843e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 232731 members 
Entering Unmasked Estep 
Score: -23488434.000000 Penalty: 6133.167969
	Iteration 30Q: 3 clusters Score -2.348843e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 232748 members 
Entering Unmasked Estep 
Score: -23488446.000000 Penalty: 6133.167969
	Iteration 31Q: 3 clusters Score -2.348845e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 232769 members 
Entering Unmasked Estep 
Score: -23488438.000000 Penalty: 6133.167969
	Iteration 32Q: 3 clusters Score -2.348844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 232778 members 
Entering Unmasked Estep 
Score: -23488452.000000 Penalty: 6133.167969
	Iteration 33Q: 3 clusters Score -2.348845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 232789 members 
Entering Unmasked Estep 
Score: -23488446.000000 Penalty: 6133.167969
	Iteration 34Q: 3 clusters Score -2.348845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 232793 members 
Entering Unmasked Estep 
Score: -23488452.000000 Penalty: 6133.167969
	Iteration 35Q: 3 clusters Score -2.348845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 232803 members 
Entering Unmasked Estep 
Score: -23488456.000000 Penalty: 6133.167969
	Iteration 36Q: 3 clusters Score -2.348846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 232810 members 
Entering Unmasked Estep 
Score: -23488482.000000 Penalty: 6133.167969
	Iteration 37Q: 3 clusters Score -2.348848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 232812 members 
Entering Unmasked Estep 
Score: -23488482.000000 Penalty: 6133.167969
	Iteration 38Q: 3 clusters Score -2.348848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 232819 members 
Entering Unmasked Estep 
Score: -23488484.000000 Penalty: 6133.167969
	Iteration 39Q: 3 clusters Score -2.348848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 232824 members 
Entering Unmasked Estep 
Score: -23488492.000000 Penalty: 6133.167969
	Iteration 40F: 3 clusters Score -2.348849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 232827 members 
Entering Unmasked Estep 
Score: -23488490.000000 Penalty: 6133.167969
	Iteration 41Q: 3 clusters Score -2.348849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 232838 members 
Entering Unmasked Estep 
Score: -23488490.000000 Penalty: 6133.167969
	Iteration 42Q: 3 clusters Score -2.348849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 232844 members 
Entering Unmasked Estep 
Score: -23488504.000000 Penalty: 6133.167969
	Iteration 43Q: 3 clusters Score -2.34885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 232846 members 
Entering Unmasked Estep 
Score: -23488488.000000 Penalty: 6133.167969
	Iteration 44Q: 3 clusters Score -2.348849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 232847 members 
Entering Unmasked Estep 
Score: -23488502.000000 Penalty: 6133.167969
	Iteration 45Q: 3 clusters Score -2.34885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 232850 members 
Entering Unmasked Estep 
Score: -23488492.000000 Penalty: 6133.167969
	Iteration 46Q: 3 clusters Score -2.348849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 232851 members 
Entering Unmasked Estep 
Score: -23488482.000000 Penalty: 6133.167969
	Iteration 47Q: 3 clusters Score -2.348848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 232850 members 
Entering Unmasked Estep 
Score: -23488488.000000 Penalty: 6133.167969
	Iteration 48Q: 3 clusters Score -2.348849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 232850 members 
Entering Unmasked Estep 
Score: -23488488.000000 Penalty: 6133.167969
	Iteration 49F: 3 clusters Score -2.348849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Entering Unmasked Estep 
Score: -2077287.875000 Penalty: 2469.906738
	Iteration 0F: 2 clusters Score -2077288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2062482.625000 Penalty: 4939.813477
	Iteration 0F: 3 clusters Score -2062483 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2067611.250000 Penalty: 4939.813477
	Iteration 1F: 3 clusters Score -2067611 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2068164.125000 Penalty: 4939.813477
	Iteration 2F: 3 clusters Score -2068164 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2068781.375000 Penalty: 4939.813477
	Iteration 3F: 3 clusters Score -2068781 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2069489.875000 Penalty: 4939.813477
	Iteration 4F: 3 clusters Score -2069490 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2070271.375000 Penalty: 4939.813477
	Iteration 5F: 3 clusters Score -2070271 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2071087.500000 Penalty: 4939.813477
	Iteration 6F: 3 clusters Score -2071088 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2071765.375000 Penalty: 4939.813477
	Iteration 7F: 3 clusters Score -2071765 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2072324.750000 Penalty: 4939.813477
	Iteration 8Q: 3 clusters Score -2072325 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2072800.500000 Penalty: 4939.813477
	Iteration 9Q: 3 clusters Score -2072800 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2073170.250000 Penalty: 4939.813477
	Iteration 10Q: 3 clusters Score -2073170 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2073452.000000 Penalty: 4939.813477
	Iteration 11Q: 3 clusters Score -2073452 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2073713.500000 Penalty: 4939.813477
	Iteration 12Q: 3 clusters Score -2073714 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2073997.750000 Penalty: 4939.813477
	Iteration 13Q: 3 clusters Score -2073998 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2074359.625000 Penalty: 4939.813477
	Iteration 14Q: 3 clusters Score -2074360 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2074821.875000 Penalty: 4939.813477
	Iteration 15Q: 3 clusters Score -2074822 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2075383.625000 Penalty: 4939.813477
	Iteration 16Q: 3 clusters Score -2075384 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2076011.375000 Penalty: 4939.813477
	Iteration 17Q: 3 clusters Score -2076011 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2076695.875000 Penalty: 4939.813477
	Iteration 18Q: 3 clusters Score -2076696 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2077309.875000 Penalty: 4939.813477
	Iteration 19Q: 3 clusters Score -2077310 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2077791.000000 Penalty: 4939.813477
	Iteration 20F: 3 clusters Score -2077791 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2078121.375000 Penalty: 4939.813477
	Iteration 21Q: 3 clusters Score -2078121 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2078336.375000 Penalty: 4939.813477
	Iteration 22Q: 3 clusters Score -2078336 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2078485.375000 Penalty: 4939.813477
	Iteration 23Q: 3 clusters Score -2078485 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2078628.500000 Penalty: 4939.813477
	Iteration 24Q: 3 clusters Score -2078628 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2078716.625000 Penalty: 4939.813477
	Iteration 25Q: 3 clusters Score -2078717 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2078793.750000 Penalty: 4939.813477
	Iteration 26Q: 3 clusters Score -2078794 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2078861.625000 Penalty: 4939.813477
	Iteration 27Q: 3 clusters Score -2078862 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2078896.875000 Penalty: 4939.813477
	Iteration 28Q: 3 clusters Score -2078897 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2078911.500000 Penalty: 4939.813477
	Iteration 29Q: 3 clusters Score -2078912 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2078930.875000 Penalty: 4939.813477
	Iteration 30Q: 3 clusters Score -2078931 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2078947.000000 Penalty: 4939.813477
	Iteration 31Q: 3 clusters Score -2078947 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2078961.250000 Penalty: 4939.813477
	Iteration 32Q: 3 clusters Score -2078961 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2078968.625000 Penalty: 4939.813477
	Iteration 33Q: 3 clusters Score -2078969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2078979.500000 Penalty: 4939.813477
	Iteration 34Q: 3 clusters Score -2078980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2078986.875000 Penalty: 4939.813477
	Iteration 35Q: 3 clusters Score -2078987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2078990.500000 Penalty: 4939.813477
	Iteration 36Q: 3 clusters Score -2078990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2078998.375000 Penalty: 4939.813477
	Iteration 37Q: 3 clusters Score -2078998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2079001.375000 Penalty: 4939.813477
	Iteration 38Q: 3 clusters Score -2079001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2079001.375000 Penalty: 4939.813477
	Iteration 39Q: 3 clusters Score -2079001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2079005.125000 Penalty: 4939.813477
	Iteration 40F: 3 clusters Score -2079005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2079006.500000 Penalty: 4939.813477
	Iteration 41Q: 3 clusters Score -2079006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2079012.875000 Penalty: 4939.813477
	Iteration 42Q: 3 clusters Score -2079013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2079013.125000 Penalty: 4939.813477
	Iteration 43Q: 3 clusters Score -2079013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2079010.500000 Penalty: 4939.813477
	Iteration 44Q: 3 clusters Score -2079010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2079014.125000 Penalty: 4939.813477
	Iteration 45Q: 3 clusters Score -2079014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2079016.125000 Penalty: 4939.813477
	Iteration 46Q: 3 clusters Score -2079016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2079017.500000 Penalty: 4939.813477
	Iteration 47Q: 3 clusters Score -2079018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2079019.250000 Penalty: 4939.813477
	Iteration 48Q: 3 clusters Score -2079019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2079016.750000 Penalty: 4939.813477
	Iteration 49Q: 3 clusters Score -2079017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2079020.500000 Penalty: 4939.813477
	Iteration 50Q: 3 clusters Score -2079020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2079016.500000 Penalty: 4939.813477
	Iteration 51Q: 3 clusters Score -2079016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2079016.875000 Penalty: 4939.813477
	Iteration 52Q: 3 clusters Score -2079017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2079016.875000 Penalty: 4939.813477
	Iteration 53F: 3 clusters Score -2079017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236804 members 
Mstep: Class 2 contains 205756 members 
Mstep: Class 3 contains 17541 members 
Mstep: Class 4 contains 9382 members 
Mstep: Class 5 contains 23157 members 
Mstep: Class 6 contains 65838 members 
Mstep: Class 7 contains 15541 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 43189 members 
Mstep: Class 10 contains 21611 members 
Mstep: Class 11 contains 20090 members 
Mstep: Class 12 contains 24239 members 
Mstep: Class 13 contains 11823 members 
Mstep: Class 14 contains 152004 members 
Mstep: Class 15 contains 47830 members 
Mstep: Class 16 contains 218516 members 
Mstep: Class 17 contains 17219 members 
Mstep: Class 18 contains 24939 members 
Mstep: Class 19 contains 8381 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 21 contains 23084 members 
Mstep: Class 22 contains 1069 members 
Mstep: Class 23 contains 2456 members 
Mstep: Class 24 contains 234511 members 
Mstep: Class 25 contains 7967 members 
Mstep: Class 26 contains 46491 members 
Mstep: Class 27 contains 15194 members 
Mstep: Class 28 contains 4981 members 
Mstep: Class 29 contains 73703 members 
Mstep: Class 30 contains 1784 members 
Mstep: Class 31 contains 3982 members 
Mstep: Class 32 contains 5575 members 
Mstep: Class 33 contains 13181 members 
Entering Unmasked Estep 
Score: -157140480.000000 Penalty: 117006.343750
Splitting cluster 25 changes total score from -157136752.000000 to -157140480.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 26 (46491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Entering Unmasked Estep 
Score: -4693630.500000 Penalty: 2665.259521
	Iteration 0F: 2 clusters Score -4693630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -4662248.500000 Penalty: 5330.519043
	Iteration 0F: 3 clusters Score -4662248 nChanged 21342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -4674054.500000 Penalty: 5330.519043
	Iteration 1F: 3 clusters Score -4674054 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4674620.000000 Penalty: 5330.519043
	Iteration 2Q: 3 clusters Score -4674620 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -4675149.000000 Penalty: 5330.519043
	Iteration 3Q: 3 clusters Score -4675149 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -4675874.500000 Penalty: 5330.519043
	Iteration 4Q: 3 clusters Score -4675874 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -4677175.500000 Penalty: 5330.519043
	Iteration 5Q: 3 clusters Score -4677176 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -4679158.000000 Penalty: 5330.519043
	Iteration 6F: 3 clusters Score -4679158 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -4681707.500000 Penalty: 5330.519043
	Iteration 7F: 3 clusters Score -4681708 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -4684662.000000 Penalty: 5330.519043
	Iteration 8F: 3 clusters Score -4684662 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4687576.500000 Penalty: 5330.519043
	Iteration 9F: 3 clusters Score -4687576 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -4689901.500000 Penalty: 5330.519043
	Iteration 10F: 3 clusters Score -4689902 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -4691249.000000 Penalty: 5330.519043
	Iteration 11Q: 3 clusters Score -4691249 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -4691898.000000 Penalty: 5330.519043
	Iteration 12Q: 3 clusters Score -4691898 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -4692301.500000 Penalty: 5330.519043
	Iteration 13Q: 3 clusters Score -4692302 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -4692633.000000 Penalty: 5330.519043
	Iteration 14Q: 3 clusters Score -4692633 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -4692904.500000 Penalty: 5330.519043
	Iteration 15Q: 3 clusters Score -4692904 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -4693200.500000 Penalty: 5330.519043
	Iteration 16Q: 3 clusters Score -4693200 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -4693464.500000 Penalty: 5330.519043
	Iteration 17Q: 3 clusters Score -4693464 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -4693635.000000 Penalty: 5330.519043
	Iteration 18Q: 3 clusters Score -4693635 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -4693779.500000 Penalty: 5330.519043
	Iteration 19Q: 3 clusters Score -4693780 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -4693897.000000 Penalty: 5330.519043
	Iteration 20F: 3 clusters Score -4693897 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -4693966.500000 Penalty: 5330.519043
	Iteration 21Q: 3 clusters Score -4693966 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -4694029.500000 Penalty: 5330.519043
	Iteration 22Q: 3 clusters Score -4694030 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -4694063.500000 Penalty: 5330.519043
	Iteration 23Q: 3 clusters Score -4694064 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -4694083.000000 Penalty: 5330.519043
	Iteration 24Q: 3 clusters Score -4694083 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -4694079.500000 Penalty: 5330.519043
	Iteration 25Q: 3 clusters Score -4694080 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -4694110.500000 Penalty: 5330.519043
	Iteration 26Q: 3 clusters Score -4694110 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -4694110.500000 Penalty: 5330.519043
	Iteration 27Q: 3 clusters Score -4694110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -4694119.000000 Penalty: 5330.519043
	Iteration 28Q: 3 clusters Score -4694119 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -4694119.000000 Penalty: 5330.519043
	Iteration 29Q: 3 clusters Score -4694119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -4694137.500000 Penalty: 5330.519043
	Iteration 30Q: 3 clusters Score -4694138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -4694146.500000 Penalty: 5330.519043
	Iteration 31Q: 3 clusters Score -4694146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -4694145.500000 Penalty: 5330.519043
	Iteration 32Q: 3 clusters Score -4694146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -4694150.500000 Penalty: 5330.519043
	Iteration 33Q: 3 clusters Score -4694150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -4694144.500000 Penalty: 5330.519043
	Iteration 34Q: 3 clusters Score -4694144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -4694149.000000 Penalty: 5330.519043
	Iteration 35Q: 3 clusters Score -4694149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -4694150.000000 Penalty: 5330.519043
	Iteration 36Q: 3 clusters Score -4694150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -4694149.500000 Penalty: 5330.519043
	Iteration 37Q: 3 clusters Score -4694150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -4694161.500000 Penalty: 5330.519043
	Iteration 38Q: 3 clusters Score -4694162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -4694162.000000 Penalty: 5330.519043
	Iteration 39Q: 3 clusters Score -4694162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -4694155.500000 Penalty: 5330.519043
	Iteration 40F: 3 clusters Score -4694156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -4694156.500000 Penalty: 5330.519043
	Iteration 41Q: 3 clusters Score -4694156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -4694160.000000 Penalty: 5330.519043
	Iteration 42Q: 3 clusters Score -4694160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -4694159.500000 Penalty: 5330.519043
	Iteration 43Q: 3 clusters Score -4694160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -4694159.500000 Penalty: 5330.519043
	Iteration 44F: 3 clusters Score -4694160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236804 members 
Mstep: Class 2 contains 205756 members 
Mstep: Class 3 contains 17541 members 
Mstep: Class 4 contains 9382 members 
Mstep: Class 5 contains 23157 members 
Mstep: Class 6 contains 65838 members 
Mstep: Class 7 contains 15541 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 43189 members 
Mstep: Class 10 contains 21611 members 
Mstep: Class 11 contains 20090 members 
Mstep: Class 12 contains 24239 members 
Mstep: Class 13 contains 11823 members 
Mstep: Class 14 contains 152004 members 
Mstep: Class 15 contains 47830 members 
Mstep: Class 16 contains 218516 members 
Mstep: Class 17 contains 17219 members 
Mstep: Class 18 contains 24939 members 
Mstep: Class 19 contains 8381 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 21 contains 23084 members 
Mstep: Class 22 contains 1069 members 
Mstep: Class 23 contains 2456 members 
Mstep: Class 24 contains 234511 members 
Mstep: Class 25 contains 7967 members 
Mstep: Class 26 contains 5737 members 
Mstep: Class 27 contains 15194 members 
Mstep: Class 28 contains 4981 members 
Mstep: Class 29 contains 73703 members 
Mstep: Class 30 contains 1784 members 
Mstep: Class 31 contains 3982 members 
Mstep: Class 32 contains 5575 members 
Mstep: Class 33 contains 13181 members 
Mstep: Class 34 contains 40754 members 
Entering Unmasked Estep 
Score: -157140064.000000 Penalty: 120551.992188
Splitting cluster 26 changes total score from -157136752.000000 to -157140064.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 27 (15194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Entering Unmasked Estep 
Score: -1560475.875000 Penalty: 2387.906494
	Iteration 0F: 2 clusters Score -1560476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1549476.250000 Penalty: 4775.812988
	Iteration 0F: 3 clusters Score -1549476 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1552945.625000 Penalty: 4775.812988
	Iteration 1F: 3 clusters Score -1552946 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1553345.000000 Penalty: 4775.812988
	Iteration 2F: 3 clusters Score -1553345 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1553677.125000 Penalty: 4775.812988
	Iteration 3F: 3 clusters Score -1553677 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1553976.250000 Penalty: 4775.812988
	Iteration 4Q: 3 clusters Score -1553976 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1554260.125000 Penalty: 4775.812988
	Iteration 5Q: 3 clusters Score -1554260 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1554572.125000 Penalty: 4775.812988
	Iteration 6Q: 3 clusters Score -1554572 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1554911.875000 Penalty: 4775.812988
	Iteration 7Q: 3 clusters Score -1554912 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1555340.250000 Penalty: 4775.812988
	Iteration 8Q: 3 clusters Score -1555340 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1555819.875000 Penalty: 4775.812988
	Iteration 9Q: 3 clusters Score -1555820 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1556346.000000 Penalty: 4775.812988
	Iteration 10Q: 3 clusters Score -1556346 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1556905.125000 Penalty: 4775.812988
	Iteration 11Q: 3 clusters Score -1556905 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1557371.000000 Penalty: 4775.812988
	Iteration 12Q: 3 clusters Score -1557371 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1557708.750000 Penalty: 4775.812988
	Iteration 13Q: 3 clusters Score -1557709 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1557932.750000 Penalty: 4775.812988
	Iteration 14Q: 3 clusters Score -1557933 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1558086.125000 Penalty: 4775.812988
	Iteration 15Q: 3 clusters Score -1558086 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1558169.750000 Penalty: 4775.812988
	Iteration 16Q: 3 clusters Score -1558170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1558248.000000 Penalty: 4775.812988
	Iteration 17Q: 3 clusters Score -1558248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1558298.875000 Penalty: 4775.812988
	Iteration 18Q: 3 clusters Score -1558299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1558330.125000 Penalty: 4775.812988
	Iteration 19Q: 3 clusters Score -1558330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1558358.750000 Penalty: 4775.812988
	Iteration 20F: 3 clusters Score -1558359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1558368.875000 Penalty: 4775.812988
	Iteration 21Q: 3 clusters Score -1558369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1558383.125000 Penalty: 4775.812988
	Iteration 22Q: 3 clusters Score -1558383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1558387.000000 Penalty: 4775.812988
	Iteration 23Q: 3 clusters Score -1558387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1558389.125000 Penalty: 4775.812988
	Iteration 24Q: 3 clusters Score -1558389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1558392.750000 Penalty: 4775.812988
	Iteration 25Q: 3 clusters Score -1558393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1558400.250000 Penalty: 4775.812988
	Iteration 26Q: 3 clusters Score -1558400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1558402.750000 Penalty: 4775.812988
	Iteration 27Q: 3 clusters Score -1558403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1558408.375000 Penalty: 4775.812988
	Iteration 28Q: 3 clusters Score -1558408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1558410.625000 Penalty: 4775.812988
	Iteration 29Q: 3 clusters Score -1558411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1558414.875000 Penalty: 4775.812988
	Iteration 30Q: 3 clusters Score -1558415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1558418.625000 Penalty: 4775.812988
	Iteration 31Q: 3 clusters Score -1558419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1558421.375000 Penalty: 4775.812988
	Iteration 32Q: 3 clusters Score -1558421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1558421.125000 Penalty: 4775.812988
	Iteration 33Q: 3 clusters Score -1558421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1558421.125000 Penalty: 4775.812988
	Iteration 34F: 3 clusters Score -1558421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Entering Unmasked Estep 
Score: -472658.625000 Penalty: 2111.319580
	Iteration 0F: 2 clusters Score -472658.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -468133.187500 Penalty: 4222.639160
	Iteration 0F: 3 clusters Score -468133.2 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -469295.062500 Penalty: 4222.639160
	Iteration 1F: 3 clusters Score -469295.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -469699.906250 Penalty: 4222.639160
	Iteration 2F: 3 clusters Score -469699.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -470027.250000 Penalty: 4222.639160
	Iteration 3F: 3 clusters Score -470027.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -470336.937500 Penalty: 4222.639160
	Iteration 4F: 3 clusters Score -470336.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -470613.625000 Penalty: 4222.639160
	Iteration 5F: 3 clusters Score -470613.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -470826.218750 Penalty: 4222.639160
	Iteration 6F: 3 clusters Score -470826.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -471006.000000 Penalty: 4222.639160
	Iteration 7Q: 3 clusters Score -471006 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -471111.281250 Penalty: 4222.639160
	Iteration 8Q: 3 clusters Score -471111.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -471177.906250 Penalty: 4222.639160
	Iteration 9Q: 3 clusters Score -471177.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -471210.500000 Penalty: 4222.639160
	Iteration 10Q: 3 clusters Score -471210.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -471236.625000 Penalty: 4222.639160
	Iteration 11Q: 3 clusters Score -471236.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -471262.218750 Penalty: 4222.639160
	Iteration 12Q: 3 clusters Score -471262.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -471279.781250 Penalty: 4222.639160
	Iteration 13Q: 3 clusters Score -471279.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -471291.156250 Penalty: 4222.639160
	Iteration 14Q: 3 clusters Score -471291.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -471296.562500 Penalty: 4222.639160
	Iteration 15Q: 3 clusters Score -471296.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -471300.843750 Penalty: 4222.639160
	Iteration 16Q: 3 clusters Score -471300.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -471302.531250 Penalty: 4222.639160
	Iteration 17Q: 3 clusters Score -471302.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -471303.406250 Penalty: 4222.639160
	Iteration 18Q: 3 clusters Score -471303.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -471303.218750 Penalty: 4222.639160
	Iteration 19Q: 3 clusters Score -471303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -471303.031250 Penalty: 4222.639160
	Iteration 20F: 3 clusters Score -471303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (73703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73703 members 
Entering Unmasked Estep 
Score: -7474968.000000 Penalty: 2779.534180
	Iteration 0F: 2 clusters Score -7474968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -7425420.500000 Penalty: 5559.068359
	Iteration 0F: 3 clusters Score -7425420 nChanged 34712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -7445019.000000 Penalty: 5559.068359
	Iteration 1F: 3 clusters Score -7445019 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -7445751.000000 Penalty: 5559.068359
	Iteration 2Q: 3 clusters Score -7445751 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -7446572.500000 Penalty: 5559.068359
	Iteration 3Q: 3 clusters Score -7446572 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -7447614.500000 Penalty: 5559.068359
	Iteration 4Q: 3 clusters Score -7447614 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -7449129.000000 Penalty: 5559.068359
	Iteration 5Q: 3 clusters Score -7449129 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -7451200.500000 Penalty: 5559.068359
	Iteration 6F: 3 clusters Score -7451200 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -7454063.000000 Penalty: 5559.068359
	Iteration 7F: 3 clusters Score -7454063 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -7457694.500000 Penalty: 5559.068359
	Iteration 8F: 3 clusters Score -7457694 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -7461475.000000 Penalty: 5559.068359
	Iteration 9F: 3 clusters Score -7461475 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -7464889.500000 Penalty: 5559.068359
	Iteration 10F: 3 clusters Score -7464890 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -7467443.000000 Penalty: 5559.068359
	Iteration 11Q: 3 clusters Score -7467443 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67868 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -7469342.000000 Penalty: 5559.068359
	Iteration 12Q: 3 clusters Score -7469342 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69502 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -7470596.500000 Penalty: 5559.068359
	Iteration 13Q: 3 clusters Score -7470596 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -7471406.500000 Penalty: 5559.068359
	Iteration 14Q: 3 clusters Score -7471406 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7471960.000000 Penalty: 5559.068359
	Iteration 15Q: 3 clusters Score -7471960 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7472283.500000 Penalty: 5559.068359
	Iteration 16Q: 3 clusters Score -7472284 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7472486.000000 Penalty: 5559.068359
	Iteration 17Q: 3 clusters Score -7472486 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7472599.500000 Penalty: 5559.068359
	Iteration 18Q: 3 clusters Score -7472600 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72331 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7472674.500000 Penalty: 5559.068359
	Iteration 19Q: 3 clusters Score -7472674 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72404 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7472712.500000 Penalty: 5559.068359
	Iteration 20F: 3 clusters Score -7472712 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72447 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7472736.000000 Penalty: 5559.068359
	Iteration 21Q: 3 clusters Score -7472736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72489 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7472764.500000 Penalty: 5559.068359
	Iteration 22Q: 3 clusters Score -7472764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7472783.000000 Penalty: 5559.068359
	Iteration 23Q: 3 clusters Score -7472783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7472792.000000 Penalty: 5559.068359
	Iteration 24Q: 3 clusters Score -7472792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7472807.500000 Penalty: 5559.068359
	Iteration 25Q: 3 clusters Score -7472808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7472809.000000 Penalty: 5559.068359
	Iteration 26Q: 3 clusters Score -7472809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7472806.000000 Penalty: 5559.068359
	Iteration 27Q: 3 clusters Score -7472806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7472810.500000 Penalty: 5559.068359
	Iteration 28Q: 3 clusters Score -7472810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7472808.500000 Penalty: 5559.068359
	Iteration 29Q: 3 clusters Score -7472808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72604 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7472826.500000 Penalty: 5559.068359
	Iteration 30Q: 3 clusters Score -7472826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72611 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7472828.500000 Penalty: 5559.068359
	Iteration 31Q: 3 clusters Score -7472828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7472832.500000 Penalty: 5559.068359
	Iteration 32Q: 3 clusters Score -7472832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72617 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7472838.000000 Penalty: 5559.068359
	Iteration 33Q: 3 clusters Score -7472838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7472841.500000 Penalty: 5559.068359
	Iteration 34Q: 3 clusters Score -7472842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7472840.000000 Penalty: 5559.068359
	Iteration 35Q: 3 clusters Score -7472840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7472843.000000 Penalty: 5559.068359
	Iteration 36Q: 3 clusters Score -7472843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72625 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7472839.500000 Penalty: 5559.068359
	Iteration 37Q: 3 clusters Score -7472840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7472845.500000 Penalty: 5559.068359
	Iteration 38Q: 3 clusters Score -7472846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7472840.500000 Penalty: 5559.068359
	Iteration 39Q: 3 clusters Score -7472840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7472847.000000 Penalty: 5559.068359
	Iteration 40F: 3 clusters Score -7472847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7472845.500000 Penalty: 5559.068359
	Iteration 41Q: 3 clusters Score -7472846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7472849.500000 Penalty: 5559.068359
	Iteration 42Q: 3 clusters Score -7472850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7472844.000000 Penalty: 5559.068359
	Iteration 43Q: 3 clusters Score -7472844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7472847.000000 Penalty: 5559.068359
	Iteration 44Q: 3 clusters Score -7472847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7472849.500000 Penalty: 5559.068359
	Iteration 45Q: 3 clusters Score -7472850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7472849.500000 Penalty: 5559.068359
	Iteration 46F: 3 clusters Score -7472850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236804 members 
Mstep: Class 2 contains 205756 members 
Mstep: Class 3 contains 17541 members 
Mstep: Class 4 contains 9382 members 
Mstep: Class 5 contains 23157 members 
Mstep: Class 6 contains 65838 members 
Mstep: Class 7 contains 15541 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 43189 members 
Mstep: Class 10 contains 21611 members 
Mstep: Class 11 contains 20090 members 
Mstep: Class 12 contains 24239 members 
Mstep: Class 13 contains 11823 members 
Mstep: Class 14 contains 152004 members 
Mstep: Class 15 contains 47830 members 
Mstep: Class 16 contains 218516 members 
Mstep: Class 17 contains 17219 members 
Mstep: Class 18 contains 24939 members 
Mstep: Class 19 contains 8381 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 21 contains 23084 members 
Mstep: Class 22 contains 1069 members 
Mstep: Class 23 contains 2456 members 
Mstep: Class 24 contains 234511 members 
Mstep: Class 25 contains 7967 members 
Mstep: Class 26 contains 5737 members 
Mstep: Class 27 contains 15194 members 
Mstep: Class 28 contains 4981 members 
Mstep: Class 29 contains 73703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157144224.000000 Penalty: 120551.992188
Iteration 79Q: 35 clusters Score -1.571442e+08 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 235211 members 
Mstep: Class 2 contains 206413 members 
Mstep: Class 3 contains 17389 members 
Mstep: Class 4 contains 9722 members 
Mstep: Class 5 contains 23355 members 
Mstep: Class 6 contains 65848 members 
Mstep: Class 7 contains 15480 members 
Mstep: Class 8 contains 16277 members 
Mstep: Class 9 contains 43022 members 
Mstep: Class 10 contains 21554 members 
Mstep: Class 11 contains 20469 members 
Mstep: Class 12 contains 24259 members 
Mstep: Class 13 contains 11831 members 
Mstep: Class 14 contains 152854 members 
Mstep: Class 15 contains 47980 members 
Mstep: Class 16 contains 219632 members 
Mstep: Class 17 contains 17256 members 
Mstep: Class 18 contains 24845 members 
Mstep: Class 19 contains 8387 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 21 contains 23110 members 
Mstep: Class 22 contains 1070 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 235106 members 
Mstep: Class 25 contains 7867 members 
Mstep: Class 26 contains 5903 members 
Mstep: Class 27 contains 15214 members 
Mstep: Class 28 contains 4974 members 
Mstep: Class 29 contains 73722 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 3861 members 
Mstep: Class 32 contains 5146 members 
Mstep: Class 33 contains 12424 members 
Mstep: Class 34 contains 39248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147184.000000 Penalty: 120551.992188
Iteration 80F: 35 clusters Score -1.571472e+08 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 233222 members 
Mstep: Class 2 contains 206541 members 
Mstep: Class 3 contains 17193 members 
Mstep: Class 4 contains 9917 members 
Mstep: Class 5 contains 23275 members 
Mstep: Class 6 contains 65699 members 
Mstep: Class 7 contains 15421 members 
Mstep: Class 8 contains 16282 members 
Mstep: Class 9 contains 42833 members 
Mstep: Class 10 contains 21499 members 
Mstep: Class 11 contains 20311 members 
Mstep: Class 12 contains 24226 members 
Mstep: Class 13 contains 11559 members 
Mstep: Class 14 contains 153602 members 
Mstep: Class 15 contains 47914 members 
Mstep: Class 16 contains 220259 members 
Mstep: Class 17 contains 17137 members 
Mstep: Class 18 contains 24757 members 
Mstep: Class 19 contains 8385 members 
Mstep: Class 20 contains 4315 members 
Mstep: Class 21 contains 23150 members 
Mstep: Class 22 contains 1072 members 
Mstep: Class 23 contains 3026 members 
Mstep: Class 24 contains 234946 members 
Mstep: Class 25 contains 7841 members 
Mstep: Class 26 contains 6052 members 
Mstep: Class 27 contains 15197 members 
Mstep: Class 28 contains 4967 members 
Mstep: Class 29 contains 73638 members 
Mstep: Class 30 contains 1855 members 
Mstep: Class 31 contains 4051 members 
Mstep: Class 32 contains 5413 members 
Mstep: Class 33 contains 12870 members 
Mstep: Class 34 contains 39983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149232.000000 Penalty: 120551.992188
Iteration 81Q: 35 clusters Score -1.571492e+08 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 231237 members 
Mstep: Class 2 contains 206749 members 
Mstep: Class 3 contains 17063 members 
Mstep: Class 4 contains 10040 members 
Mstep: Class 5 contains 23200 members 
Mstep: Class 6 contains 65616 members 
Mstep: Class 7 contains 15392 members 
Mstep: Class 8 contains 16343 members 
Mstep: Class 9 contains 42690 members 
Mstep: Class 10 contains 21438 members 
Mstep: Class 11 contains 20390 members 
Mstep: Class 12 contains 24195 members 
Mstep: Class 13 contains 11363 members 
Mstep: Class 14 contains 154344 members 
Mstep: Class 15 contains 47868 members 
Mstep: Class 16 contains 220864 members 
Mstep: Class 17 contains 17032 members 
Mstep: Class 18 contains 24696 members 
Mstep: Class 19 contains 8386 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 23181 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 3178 members 
Mstep: Class 24 contains 234800 members 
Mstep: Class 25 contains 7858 members 
Mstep: Class 26 contains 6233 members 
Mstep: Class 27 contains 15181 members 
Mstep: Class 28 contains 4965 members 
Mstep: Class 29 contains 73562 members 
Mstep: Class 30 contains 1888 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 5553 members 
Mstep: Class 33 contains 13093 members 
Mstep: Class 34 contains 40473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149952.000000 Penalty: 120551.992188
Iteration 82Q: 35 clusters Score -1.5715e+08 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 229419 members 
Mstep: Class 2 contains 207012 members 
Mstep: Class 3 contains 16964 members 
Mstep: Class 4 contains 10150 members 
Mstep: Class 5 contains 23142 members 
Mstep: Class 6 contains 65558 members 
Mstep: Class 7 contains 15374 members 
Mstep: Class 8 contains 16403 members 
Mstep: Class 9 contains 42586 members 
Mstep: Class 10 contains 21363 members 
Mstep: Class 11 contains 20553 members 
Mstep: Class 12 contains 24174 members 
Mstep: Class 13 contains 11217 members 
Mstep: Class 14 contains 155012 members 
Mstep: Class 15 contains 47819 members 
Mstep: Class 16 contains 221435 members 
Mstep: Class 17 contains 16928 members 
Mstep: Class 18 contains 24636 members 
Mstep: Class 19 contains 8386 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 23207 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 3263 members 
Mstep: Class 24 contains 234637 members 
Mstep: Class 25 contains 7889 members 
Mstep: Class 26 contains 6384 members 
Mstep: Class 27 contains 15162 members 
Mstep: Class 28 contains 4964 members 
Mstep: Class 29 contains 73509 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 4223 members 
Mstep: Class 32 contains 5661 members 
Mstep: Class 33 contains 13253 members 
Mstep: Class 34 contains 40844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150544.000000 Penalty: 120551.992188
Iteration 83Q: 35 clusters Score -1.571505e+08 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 227625 members 
Mstep: Class 2 contains 207265 members 
Mstep: Class 3 contains 16897 members 
Mstep: Class 4 contains 10245 members 
Mstep: Class 5 contains 23099 members 
Mstep: Class 6 contains 65513 members 
Mstep: Class 7 contains 15353 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 42489 members 
Mstep: Class 10 contains 21308 members 
Mstep: Class 11 contains 20675 members 
Mstep: Class 12 contains 24153 members 
Mstep: Class 13 contains 11087 members 
Mstep: Class 14 contains 155665 members 
Mstep: Class 15 contains 47774 members 
Mstep: Class 16 contains 222047 members 
Mstep: Class 17 contains 16819 members 
Mstep: Class 18 contains 24601 members 
Mstep: Class 19 contains 8383 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 23233 members 
Mstep: Class 22 contains 1070 members 
Mstep: Class 23 contains 3331 members 
Mstep: Class 24 contains 234523 members 
Mstep: Class 25 contains 7921 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 15159 members 
Mstep: Class 28 contains 4961 members 
Mstep: Class 29 contains 73448 members 
Mstep: Class 30 contains 1920 members 
Mstep: Class 31 contains 4276 members 
Mstep: Class 32 contains 5760 members 
Mstep: Class 33 contains 13392 members 
Mstep: Class 34 contains 41098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150832.000000 Penalty: 120551.992188
Iteration 84Q: 35 clusters Score -1.571508e+08 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 225935 members 
Mstep: Class 2 contains 207533 members 
Mstep: Class 3 contains 16858 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 23048 members 
Mstep: Class 6 contains 65465 members 
Mstep: Class 7 contains 15326 members 
Mstep: Class 8 contains 16528 members 
Mstep: Class 9 contains 42402 members 
Mstep: Class 10 contains 21252 members 
Mstep: Class 11 contains 20828 members 
Mstep: Class 12 contains 24141 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 156243 members 
Mstep: Class 15 contains 47726 members 
Mstep: Class 16 contains 222642 members 
Mstep: Class 17 contains 16714 members 
Mstep: Class 18 contains 24599 members 
Mstep: Class 19 contains 8383 members 
Mstep: Class 20 contains 4305 members 
Mstep: Class 21 contains 23255 members 
Mstep: Class 22 contains 1070 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 234413 members 
Mstep: Class 25 contains 7952 members 
Mstep: Class 26 contains 6676 members 
Mstep: Class 27 contains 15156 members 
Mstep: Class 28 contains 4957 members 
Mstep: Class 29 contains 73366 members 
Mstep: Class 30 contains 1933 members 
Mstep: Class 31 contains 4318 members 
Mstep: Class 32 contains 5834 members 
Mstep: Class 33 contains 13546 members 
Mstep: Class 34 contains 41342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157151152.000000 Penalty: 120551.992188
Iteration 85Q: 35 clusters Score -1.571512e+08 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 224343 members 
Mstep: Class 2 contains 207803 members 
Mstep: Class 3 contains 16827 members 
Mstep: Class 4 contains 10370 members 
Mstep: Class 5 contains 23021 members 
Mstep: Class 6 contains 65407 members 
Mstep: Class 7 contains 15306 members 
Mstep: Class 8 contains 16573 members 
Mstep: Class 9 contains 42338 members 
Mstep: Class 10 contains 21204 members 
Mstep: Class 11 contains 20938 members 
Mstep: Class 12 contains 24132 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 156782 members 
Mstep: Class 15 contains 47663 members 
Mstep: Class 16 contains 223204 members 
Mstep: Class 17 contains 16612 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 8383 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 23286 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 3412 members 
Mstep: Class 24 contains 234361 members 
Mstep: Class 25 contains 7987 members 
Mstep: Class 26 contains 6785 members 
Mstep: Class 27 contains 15155 members 
Mstep: Class 28 contains 4956 members 
Mstep: Class 29 contains 73270 members 
Mstep: Class 30 contains 1944 members 
Mstep: Class 31 contains 4344 members 
Mstep: Class 32 contains 5928 members 
Mstep: Class 33 contains 13684 members 
Mstep: Class 34 contains 41551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157151120.000000 Penalty: 120551.992188
Iteration 86Q: 35 clusters Score -1.571511e+08 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 222862 members 
Mstep: Class 2 contains 208089 members 
Mstep: Class 3 contains 16799 members 
Mstep: Class 4 contains 10420 members 
Mstep: Class 5 contains 23005 members 
Mstep: Class 6 contains 65367 members 
Mstep: Class 7 contains 15290 members 
Mstep: Class 8 contains 16611 members 
Mstep: Class 9 contains 42293 members 
Mstep: Class 10 contains 21149 members 
Mstep: Class 11 contains 21058 members 
Mstep: Class 12 contains 24124 members 
Mstep: Class 13 contains 10801 members 
Mstep: Class 14 contains 157270 members 
Mstep: Class 15 contains 47659 members 
Mstep: Class 16 contains 223767 members 
Mstep: Class 17 contains 16518 members 
Mstep: Class 18 contains 24550 members 
Mstep: Class 19 contains 8390 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 23313 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 3438 members 
Mstep: Class 24 contains 234290 members 
Mstep: Class 25 contains 8017 members 
Mstep: Class 26 contains 6868 members 
Mstep: Class 27 contains 15153 members 
Mstep: Class 28 contains 4955 members 
Mstep: Class 29 contains 73174 members 
Mstep: Class 30 contains 1949 members 
Mstep: Class 31 contains 4368 members 
Mstep: Class 32 contains 6035 members 
Mstep: Class 33 contains 13752 members 
Mstep: Class 34 contains 41699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157151744.000000 Penalty: 120551.992188
Iteration 87Q: 35 clusters Score -1.571517e+08 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 221459 members 
Mstep: Class 2 contains 208426 members 
Mstep: Class 3 contains 16777 members 
Mstep: Class 4 contains 10473 members 
Mstep: Class 5 contains 22954 members 
Mstep: Class 6 contains 65324 members 
Mstep: Class 7 contains 15278 members 
Mstep: Class 8 contains 16650 members 
Mstep: Class 9 contains 42269 members 
Mstep: Class 10 contains 21085 members 
Mstep: Class 11 contains 21206 members 
Mstep: Class 12 contains 24111 members 
Mstep: Class 13 contains 10729 members 
Mstep: Class 14 contains 157716 members 
Mstep: Class 15 contains 47637 members 
Mstep: Class 16 contains 224350 members 
Mstep: Class 17 contains 16428 members 
Mstep: Class 18 contains 24529 members 
Mstep: Class 19 contains 8389 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 23345 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 3458 members 
Mstep: Class 24 contains 234174 members 
Mstep: Class 25 contains 8050 members 
Mstep: Class 26 contains 6939 members 
Mstep: Class 27 contains 15157 members 
Mstep: Class 28 contains 4950 members 
Mstep: Class 29 contains 73073 members 
Mstep: Class 30 contains 1950 members 
Mstep: Class 31 contains 4384 members 
Mstep: Class 32 contains 6119 members 
Mstep: Class 33 contains 13826 members 
Mstep: Class 34 contains 41818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157151920.000000 Penalty: 120551.992188
Iteration 88Q: 35 clusters Score -1.571519e+08 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 220138 members 
Mstep: Class 2 contains 208768 members 
Mstep: Class 3 contains 16763 members 
Mstep: Class 4 contains 10523 members 
Mstep: Class 5 contains 22877 members 
Mstep: Class 6 contains 65285 members 
Mstep: Class 7 contains 15265 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 42233 members 
Mstep: Class 10 contains 21006 members 
Mstep: Class 11 contains 21366 members 
Mstep: Class 12 contains 24099 members 
Mstep: Class 13 contains 10663 members 
Mstep: Class 14 contains 158131 members 
Mstep: Class 15 contains 47624 members 
Mstep: Class 16 contains 224934 members 
Mstep: Class 17 contains 16353 members 
Mstep: Class 18 contains 24502 members 
Mstep: Class 19 contains 8389 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 23376 members 
Mstep: Class 22 contains 1070 members 
Mstep: Class 23 contains 3482 members 
Mstep: Class 24 contains 234072 members 
Mstep: Class 25 contains 8070 members 
Mstep: Class 26 contains 7021 members 
Mstep: Class 27 contains 15151 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 72965 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 4396 members 
Mstep: Class 32 contains 6217 members 
Mstep: Class 33 contains 13894 members 
Mstep: Class 34 contains 41886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157151696.000000 Penalty: 120551.992188
Iteration 89Q: 35 clusters Score -1.571517e+08 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 218874 members 
Mstep: Class 2 contains 209077 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 10559 members 
Mstep: Class 5 contains 22814 members 
Mstep: Class 6 contains 65221 members 
Mstep: Class 7 contains 15250 members 
Mstep: Class 8 contains 16710 members 
Mstep: Class 9 contains 42202 members 
Mstep: Class 10 contains 20933 members 
Mstep: Class 11 contains 21493 members 
Mstep: Class 12 contains 24094 members 
Mstep: Class 13 contains 10612 members 
Mstep: Class 14 contains 158518 members 
Mstep: Class 15 contains 47610 members 
Mstep: Class 16 contains 225521 members 
Mstep: Class 17 contains 16290 members 
Mstep: Class 18 contains 24487 members 
Mstep: Class 19 contains 8389 members 
Mstep: Class 20 contains 4305 members 
Mstep: Class 21 contains 23402 members 
Mstep: Class 22 contains 1068 members 
Mstep: Class 23 contains 3502 members 
Mstep: Class 24 contains 233986 members 
Mstep: Class 25 contains 8096 members 
Mstep: Class 26 contains 7080 members 
Mstep: Class 27 contains 15142 members 
Mstep: Class 28 contains 4946 members 
Mstep: Class 29 contains 72875 members 
Mstep: Class 30 contains 1963 members 
Mstep: Class 31 contains 4408 members 
Mstep: Class 32 contains 6310 members 
Mstep: Class 33 contains 13950 members 
Mstep: Class 34 contains 41970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157151600.000000 Penalty: 120551.992188
Iteration 90Q: 35 clusters Score -1.571516e+08 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 217693 members 
Mstep: Class 2 contains 209368 members 
Mstep: Class 3 contains 16735 members 
Mstep: Class 4 contains 10597 members 
Mstep: Class 5 contains 22731 members 
Mstep: Class 6 contains 65178 members 
Mstep: Class 7 contains 15236 members 
Mstep: Class 8 contains 16723 members 
Mstep: Class 9 contains 42182 members 
Mstep: Class 10 contains 20874 members 
Mstep: Class 11 contains 21645 members 
Mstep: Class 12 contains 24094 members 
Mstep: Class 13 contains 10562 members 
Mstep: Class 14 contains 158882 members 
Mstep: Class 15 contains 47594 members 
Mstep: Class 16 contains 226075 members 
Mstep: Class 17 contains 16237 members 
Mstep: Class 18 contains 24472 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 4305 members 
Mstep: Class 21 contains 23437 members 
Mstep: Class 22 contains 1066 members 
Mstep: Class 23 contains 3518 members 
Mstep: Class 24 contains 233902 members 
Mstep: Class 25 contains 8111 members 
Mstep: Class 26 contains 7117 members 
Mstep: Class 27 contains 15140 members 
Mstep: Class 28 contains 4947 members 
Mstep: Class 29 contains 72767 members 
Mstep: Class 30 contains 1969 members 
Mstep: Class 31 contains 4420 members 
Mstep: Class 32 contains 6402 members 
Mstep: Class 33 contains 13984 members 
Mstep: Class 34 contains 42054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152000.000000 Penalty: 120551.992188
Iteration 91Q: 35 clusters Score -1.57152e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 216681 members 
Mstep: Class 2 contains 209580 members 
Mstep: Class 3 contains 16721 members 
Mstep: Class 4 contains 10630 members 
Mstep: Class 5 contains 22650 members 
Mstep: Class 6 contains 65143 members 
Mstep: Class 7 contains 15220 members 
Mstep: Class 8 contains 16738 members 
Mstep: Class 9 contains 42172 members 
Mstep: Class 10 contains 20824 members 
Mstep: Class 11 contains 21795 members 
Mstep: Class 12 contains 24102 members 
Mstep: Class 13 contains 10514 members 
Mstep: Class 14 contains 159223 members 
Mstep: Class 15 contains 47597 members 
Mstep: Class 16 contains 226574 members 
Mstep: Class 17 contains 16182 members 
Mstep: Class 18 contains 24458 members 
Mstep: Class 19 contains 8387 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 23461 members 
Mstep: Class 22 contains 1067 members 
Mstep: Class 23 contains 3533 members 
Mstep: Class 24 contains 233807 members 
Mstep: Class 25 contains 8123 members 
Mstep: Class 26 contains 7161 members 
Mstep: Class 27 contains 15138 members 
Mstep: Class 28 contains 4943 members 
Mstep: Class 29 contains 72670 members 
Mstep: Class 30 contains 1975 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 6495 members 
Mstep: Class 33 contains 14002 members 
Mstep: Class 34 contains 42112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152096.000000 Penalty: 120551.992188
Iteration 92Q: 35 clusters Score -1.571521e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 215683 members 
Mstep: Class 2 contains 209800 members 
Mstep: Class 3 contains 16715 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 22552 members 
Mstep: Class 6 contains 65107 members 
Mstep: Class 7 contains 15212 members 
Mstep: Class 8 contains 16754 members 
Mstep: Class 9 contains 42165 members 
Mstep: Class 10 contains 20777 members 
Mstep: Class 11 contains 21948 members 
Mstep: Class 12 contains 24104 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 159531 members 
Mstep: Class 15 contains 47584 members 
Mstep: Class 16 contains 227040 members 
Mstep: Class 17 contains 16138 members 
Mstep: Class 18 contains 24459 members 
Mstep: Class 19 contains 8383 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 23497 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3543 members 
Mstep: Class 24 contains 233744 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 15121 members 
Mstep: Class 28 contains 4940 members 
Mstep: Class 29 contains 72602 members 
Mstep: Class 30 contains 1979 members 
Mstep: Class 31 contains 4434 members 
Mstep: Class 32 contains 6598 members 
Mstep: Class 33 contains 14021 members 
Mstep: Class 34 contains 42157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157151920.000000 Penalty: 120551.992188
Iteration 93Q: 35 clusters Score -1.571519e+08 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 214804 members 
Mstep: Class 2 contains 210035 members 
Mstep: Class 3 contains 16709 members 
Mstep: Class 4 contains 10696 members 
Mstep: Class 5 contains 22453 members 
Mstep: Class 6 contains 65070 members 
Mstep: Class 7 contains 15202 members 
Mstep: Class 8 contains 16770 members 
Mstep: Class 9 contains 42160 members 
Mstep: Class 10 contains 20721 members 
Mstep: Class 11 contains 22076 members 
Mstep: Class 12 contains 24109 members 
Mstep: Class 13 contains 10417 members 
Mstep: Class 14 contains 159792 members 
Mstep: Class 15 contains 47580 members 
Mstep: Class 16 contains 227462 members 
Mstep: Class 17 contains 16096 members 
Mstep: Class 18 contains 24456 members 
Mstep: Class 19 contains 8382 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 23536 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 3549 members 
Mstep: Class 24 contains 233664 members 
Mstep: Class 25 contains 8143 members 
Mstep: Class 26 contains 7235 members 
Mstep: Class 27 contains 15111 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 72538 members 
Mstep: Class 30 contains 1982 members 
Mstep: Class 31 contains 4441 members 
Mstep: Class 32 contains 6701 members 
Mstep: Class 33 contains 14025 members 
Mstep: Class 34 contains 42185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152592.000000 Penalty: 120551.992188
Iteration 94Q: 35 clusters Score -1.571526e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 214026 members 
Mstep: Class 2 contains 210277 members 
Mstep: Class 3 contains 16707 members 
Mstep: Class 4 contains 10731 members 
Mstep: Class 5 contains 22378 members 
Mstep: Class 6 contains 65009 members 
Mstep: Class 7 contains 15183 members 
Mstep: Class 8 contains 16776 members 
Mstep: Class 9 contains 42140 members 
Mstep: Class 10 contains 20662 members 
Mstep: Class 11 contains 22216 members 
Mstep: Class 12 contains 24102 members 
Mstep: Class 13 contains 10373 members 
Mstep: Class 14 contains 160003 members 
Mstep: Class 15 contains 47595 members 
Mstep: Class 16 contains 227874 members 
Mstep: Class 17 contains 16053 members 
Mstep: Class 18 contains 24445 members 
Mstep: Class 19 contains 8382 members 
Mstep: Class 20 contains 4305 members 
Mstep: Class 21 contains 23585 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 3554 members 
Mstep: Class 24 contains 233586 members 
Mstep: Class 25 contains 8158 members 
Mstep: Class 26 contains 7264 members 
Mstep: Class 27 contains 15110 members 
Mstep: Class 28 contains 4937 members 
Mstep: Class 29 contains 72470 members 
Mstep: Class 30 contains 1984 members 
Mstep: Class 31 contains 4448 members 
Mstep: Class 32 contains 6795 members 
Mstep: Class 33 contains 14018 members 
Mstep: Class 34 contains 42197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152704.000000 Penalty: 120551.992188
Iteration 95Q: 35 clusters Score -1.571527e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 213300 members 
Mstep: Class 2 contains 210512 members 
Mstep: Class 3 contains 16702 members 
Mstep: Class 4 contains 10762 members 
Mstep: Class 5 contains 22284 members 
Mstep: Class 6 contains 64956 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 16788 members 
Mstep: Class 9 contains 42126 members 
Mstep: Class 10 contains 20606 members 
Mstep: Class 11 contains 22360 members 
Mstep: Class 12 contains 24098 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 160201 members 
Mstep: Class 15 contains 47596 members 
Mstep: Class 16 contains 228254 members 
Mstep: Class 17 contains 16027 members 
Mstep: Class 18 contains 24431 members 
Mstep: Class 19 contains 8378 members 
Mstep: Class 20 contains 4305 members 
Mstep: Class 21 contains 23626 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 3557 members 
Mstep: Class 24 contains 233503 members 
Mstep: Class 25 contains 8169 members 
Mstep: Class 26 contains 7287 members 
Mstep: Class 27 contains 15108 members 
Mstep: Class 28 contains 4940 members 
Mstep: Class 29 contains 72402 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4457 members 
Mstep: Class 32 contains 6877 members 
Mstep: Class 33 contains 14005 members 
Mstep: Class 34 contains 42226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153056.000000 Penalty: 120551.992188
Iteration 96Q: 35 clusters Score -1.571531e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 212584 members 
Mstep: Class 2 contains 210754 members 
Mstep: Class 3 contains 16702 members 
Mstep: Class 4 contains 10784 members 
Mstep: Class 5 contains 22200 members 
Mstep: Class 6 contains 64921 members 
Mstep: Class 7 contains 15169 members 
Mstep: Class 8 contains 16796 members 
Mstep: Class 9 contains 42105 members 
Mstep: Class 10 contains 20549 members 
Mstep: Class 11 contains 22463 members 
Mstep: Class 12 contains 24095 members 
Mstep: Class 13 contains 10305 members 
Mstep: Class 14 contains 160383 members 
Mstep: Class 15 contains 47597 members 
Mstep: Class 16 contains 228618 members 
Mstep: Class 17 contains 16009 members 
Mstep: Class 18 contains 24429 members 
Mstep: Class 19 contains 8376 members 
Mstep: Class 20 contains 4305 members 
Mstep: Class 21 contains 23662 members 
Mstep: Class 22 contains 1064 members 
Mstep: Class 23 contains 3562 members 
Mstep: Class 24 contains 233431 members 
Mstep: Class 25 contains 8179 members 
Mstep: Class 26 contains 7301 members 
Mstep: Class 27 contains 15104 members 
Mstep: Class 28 contains 4941 members 
Mstep: Class 29 contains 72334 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 6975 members 
Mstep: Class 33 contains 14000 members 
Mstep: Class 34 contains 42263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152960.000000 Penalty: 120551.992188
Iteration 97Q: 35 clusters Score -1.57153e+08 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 211918 members 
Mstep: Class 2 contains 210988 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 10807 members 
Mstep: Class 5 contains 22112 members 
Mstep: Class 6 contains 64876 members 
Mstep: Class 7 contains 15166 members 
Mstep: Class 8 contains 16798 members 
Mstep: Class 9 contains 42085 members 
Mstep: Class 10 contains 20510 members 
Mstep: Class 11 contains 22572 members 
Mstep: Class 12 contains 24092 members 
Mstep: Class 13 contains 10275 members 
Mstep: Class 14 contains 160539 members 
Mstep: Class 15 contains 47600 members 
Mstep: Class 16 contains 228977 members 
Mstep: Class 17 contains 15995 members 
Mstep: Class 18 contains 24420 members 
Mstep: Class 19 contains 8377 members 
Mstep: Class 20 contains 4305 members 
Mstep: Class 21 contains 23702 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3567 members 
Mstep: Class 24 contains 233333 members 
Mstep: Class 25 contains 8189 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 15104 members 
Mstep: Class 28 contains 4942 members 
Mstep: Class 29 contains 72276 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 7051 members 
Mstep: Class 33 contains 14004 members 
Mstep: Class 34 contains 42304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152832.000000 Penalty: 120551.992188
Iteration 98Q: 35 clusters Score -1.571528e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 211327 members 
Mstep: Class 2 contains 211157 members 
Mstep: Class 3 contains 16681 members 
Mstep: Class 4 contains 10834 members 
Mstep: Class 5 contains 22050 members 
Mstep: Class 6 contains 64856 members 
Mstep: Class 7 contains 15161 members 
Mstep: Class 8 contains 16815 members 
Mstep: Class 9 contains 42054 members 
Mstep: Class 10 contains 20474 members 
Mstep: Class 11 contains 22694 members 
Mstep: Class 12 contains 24099 members 
Mstep: Class 13 contains 10247 members 
Mstep: Class 14 contains 160649 members 
Mstep: Class 15 contains 47605 members 
Mstep: Class 16 contains 229305 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 24417 members 
Mstep: Class 19 contains 8376 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 23733 members 
Mstep: Class 22 contains 1064 members 
Mstep: Class 23 contains 3571 members 
Mstep: Class 24 contains 233263 members 
Mstep: Class 25 contains 8196 members 
Mstep: Class 26 contains 7332 members 
Mstep: Class 27 contains 15101 members 
Mstep: Class 28 contains 4935 members 
Mstep: Class 29 contains 72232 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4473 members 
Mstep: Class 32 contains 7104 members 
Mstep: Class 33 contains 13994 members 
Mstep: Class 34 contains 42334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152928.000000 Penalty: 120551.992188
Iteration 99Q: 35 clusters Score -1.571529e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 210803 members 
Mstep: Class 2 contains 211340 members 
Mstep: Class 3 contains 16675 members 
Mstep: Class 4 contains 10861 members 
Mstep: Class 5 contains 21992 members 
Mstep: Class 6 contains 64822 members 
Mstep: Class 7 contains 15152 members 
Mstep: Class 8 contains 16832 members 
Mstep: Class 9 contains 42028 members 
Mstep: Class 10 contains 20429 members 
Mstep: Class 11 contains 22793 members 
Mstep: Class 12 contains 24105 members 
Mstep: Class 13 contains 10218 members 
Mstep: Class 14 contains 160758 members 
Mstep: Class 15 contains 47601 members 
Mstep: Class 16 contains 229603 members 
Mstep: Class 17 contains 15977 members 
Mstep: Class 18 contains 24407 members 
Mstep: Class 19 contains 8373 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 23760 members 
Mstep: Class 22 contains 1064 members 
Mstep: Class 23 contains 3576 members 
Mstep: Class 24 contains 233211 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 7343 members 
Mstep: Class 27 contains 15098 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 72180 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4479 members 
Mstep: Class 32 contains 7153 members 
Mstep: Class 33 contains 13997 members 
Mstep: Class 34 contains 42355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152816.000000 Penalty: 120551.992188
Iteration 100F: 35 clusters Score -1.571528e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 210303 members 
Mstep: Class 2 contains 211516 members 
Mstep: Class 3 contains 16666 members 
Mstep: Class 4 contains 10890 members 
Mstep: Class 5 contains 21943 members 
Mstep: Class 6 contains 64797 members 
Mstep: Class 7 contains 15147 members 
Mstep: Class 8 contains 16843 members 
Mstep: Class 9 contains 41999 members 
Mstep: Class 10 contains 20397 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 24112 members 
Mstep: Class 13 contains 10188 members 
Mstep: Class 14 contains 160859 members 
Mstep: Class 15 contains 47608 members 
Mstep: Class 16 contains 229878 members 
Mstep: Class 17 contains 15970 members 
Mstep: Class 18 contains 24406 members 
Mstep: Class 19 contains 8370 members 
Mstep: Class 20 contains 4305 members 
Mstep: Class 21 contains 23790 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3576 members 
Mstep: Class 24 contains 233159 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 7352 members 
Mstep: Class 27 contains 15093 members 
Mstep: Class 28 contains 4931 members 
Mstep: Class 29 contains 72115 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4481 members 
Mstep: Class 32 contains 7192 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 42385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152928.000000 Penalty: 120551.992188
Iteration 101Q: 35 clusters Score -1.571529e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 209840 members 
Mstep: Class 2 contains 211672 members 
Mstep: Class 3 contains 16665 members 
Mstep: Class 4 contains 10908 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 64784 members 
Mstep: Class 7 contains 15145 members 
Mstep: Class 8 contains 16852 members 
Mstep: Class 9 contains 41979 members 
Mstep: Class 10 contains 20367 members 
Mstep: Class 11 contains 22972 members 
Mstep: Class 12 contains 24114 members 
Mstep: Class 13 contains 10162 members 
Mstep: Class 14 contains 160937 members 
Mstep: Class 15 contains 47597 members 
Mstep: Class 16 contains 230127 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 24403 members 
Mstep: Class 19 contains 8369 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 23815 members 
Mstep: Class 22 contains 1064 members 
Mstep: Class 23 contains 3579 members 
Mstep: Class 24 contains 233137 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 7360 members 
Mstep: Class 27 contains 15092 members 
Mstep: Class 28 contains 4933 members 
Mstep: Class 29 contains 72055 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4483 members 
Mstep: Class 32 contains 7230 members 
Mstep: Class 33 contains 13991 members 
Mstep: Class 34 contains 42417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153056.000000 Penalty: 120551.992188
Iteration 102Q: 35 clusters Score -1.571531e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 209394 members 
Mstep: Class 2 contains 211792 members 
Mstep: Class 3 contains 16663 members 
Mstep: Class 4 contains 10916 members 
Mstep: Class 5 contains 21873 members 
Mstep: Class 6 contains 64776 members 
Mstep: Class 7 contains 15142 members 
Mstep: Class 8 contains 16858 members 
Mstep: Class 9 contains 41963 members 
Mstep: Class 10 contains 20348 members 
Mstep: Class 11 contains 23057 members 
Mstep: Class 12 contains 24118 members 
Mstep: Class 13 contains 10146 members 
Mstep: Class 14 contains 161006 members 
Mstep: Class 15 contains 47597 members 
Mstep: Class 16 contains 230357 members 
Mstep: Class 17 contains 15952 members 
Mstep: Class 18 contains 24401 members 
Mstep: Class 19 contains 8368 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 23840 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 3579 members 
Mstep: Class 24 contains 233115 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 7367 members 
Mstep: Class 27 contains 15093 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 72023 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4483 members 
Mstep: Class 32 contains 7259 members 
Mstep: Class 33 contains 13989 members 
Mstep: Class 34 contains 42438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153184.000000 Penalty: 120551.992188
Iteration 103Q: 35 clusters Score -1.571532e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208966 members 
Mstep: Class 2 contains 211917 members 
Mstep: Class 3 contains 16661 members 
Mstep: Class 4 contains 10932 members 
Mstep: Class 5 contains 21832 members 
Mstep: Class 6 contains 64764 members 
Mstep: Class 7 contains 15140 members 
Mstep: Class 8 contains 16862 members 
Mstep: Class 9 contains 41942 members 
Mstep: Class 10 contains 20334 members 
Mstep: Class 11 contains 23120 members 
Mstep: Class 12 contains 24115 members 
Mstep: Class 13 contains 10121 members 
Mstep: Class 14 contains 161054 members 
Mstep: Class 15 contains 47603 members 
Mstep: Class 16 contains 230611 members 
Mstep: Class 17 contains 15944 members 
Mstep: Class 18 contains 24399 members 
Mstep: Class 19 contains 8368 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 23858 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 3580 members 
Mstep: Class 24 contains 233119 members 
Mstep: Class 25 contains 8209 members 
Mstep: Class 26 contains 7372 members 
Mstep: Class 27 contains 15091 members 
Mstep: Class 28 contains 4930 members 
Mstep: Class 29 contains 71985 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4484 members 
Mstep: Class 32 contains 7285 members 
Mstep: Class 33 contains 13995 members 
Mstep: Class 34 contains 42457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153088.000000 Penalty: 120551.992188
Iteration 104Q: 35 clusters Score -1.571531e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208552 members 
Mstep: Class 2 contains 212052 members 
Mstep: Class 3 contains 16661 members 
Mstep: Class 4 contains 10942 members 
Mstep: Class 5 contains 21794 members 
Mstep: Class 6 contains 64752 members 
Mstep: Class 7 contains 15142 members 
Mstep: Class 8 contains 16866 members 
Mstep: Class 9 contains 41932 members 
Mstep: Class 10 contains 20325 members 
Mstep: Class 11 contains 23160 members 
Mstep: Class 12 contains 24110 members 
Mstep: Class 13 contains 10108 members 
Mstep: Class 14 contains 161124 members 
Mstep: Class 15 contains 47605 members 
Mstep: Class 16 contains 230835 members 
Mstep: Class 17 contains 15938 members 
Mstep: Class 18 contains 24391 members 
Mstep: Class 19 contains 8366 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 23874 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 3581 members 
Mstep: Class 24 contains 233131 members 
Mstep: Class 25 contains 8215 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 15087 members 
Mstep: Class 28 contains 4928 members 
Mstep: Class 29 contains 71943 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4484 members 
Mstep: Class 32 contains 7307 members 
Mstep: Class 33 contains 13997 members 
Mstep: Class 34 contains 42472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153328.000000 Penalty: 120551.992188
Iteration 105Q: 35 clusters Score -1.571533e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208175 members 
Mstep: Class 2 contains 212167 members 
Mstep: Class 3 contains 16656 members 
Mstep: Class 4 contains 10953 members 
Mstep: Class 5 contains 21766 members 
Mstep: Class 6 contains 64745 members 
Mstep: Class 7 contains 15138 members 
Mstep: Class 8 contains 16872 members 
Mstep: Class 9 contains 41919 members 
Mstep: Class 10 contains 20312 members 
Mstep: Class 11 contains 23207 members 
Mstep: Class 12 contains 24111 members 
Mstep: Class 13 contains 10096 members 
Mstep: Class 14 contains 161184 members 
Mstep: Class 15 contains 47604 members 
Mstep: Class 16 contains 231057 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 24391 members 
Mstep: Class 19 contains 8365 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 23883 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 3585 members 
Mstep: Class 24 contains 233128 members 
Mstep: Class 25 contains 8220 members 
Mstep: Class 26 contains 7383 members 
Mstep: Class 27 contains 15084 members 
Mstep: Class 28 contains 4929 members 
Mstep: Class 29 contains 71888 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 4484 members 
Mstep: Class 32 contains 7328 members 
Mstep: Class 33 contains 14000 members 
Mstep: Class 34 contains 42488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153584.000000 Penalty: 120551.992188
Iteration 106Q: 35 clusters Score -1.571536e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 207803 members 
Mstep: Class 2 contains 212284 members 
Mstep: Class 3 contains 16654 members 
Mstep: Class 4 contains 10966 members 
Mstep: Class 5 contains 21749 members 
Mstep: Class 6 contains 64731 members 
Mstep: Class 7 contains 15135 members 
Mstep: Class 8 contains 16878 members 
Mstep: Class 9 contains 41914 members 
Mstep: Class 10 contains 20292 members 
Mstep: Class 11 contains 23258 members 
Mstep: Class 12 contains 24109 members 
Mstep: Class 13 contains 10079 members 
Mstep: Class 14 contains 161247 members 
Mstep: Class 15 contains 47590 members 
Mstep: Class 16 contains 231267 members 
Mstep: Class 17 contains 15924 members 
Mstep: Class 18 contains 24387 members 
Mstep: Class 19 contains 8364 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 23886 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 3585 members 
Mstep: Class 24 contains 233135 members 
Mstep: Class 25 contains 8225 members 
Mstep: Class 26 contains 7397 members 
Mstep: Class 27 contains 15082 members 
Mstep: Class 28 contains 4930 members 
Mstep: Class 29 contains 71845 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 4485 members 
Mstep: Class 32 contains 7346 members 
Mstep: Class 33 contains 13997 members 
Mstep: Class 34 contains 42507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153328.000000 Penalty: 120551.992188
Iteration 107Q: 35 clusters Score -1.571533e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 207461 members 
Mstep: Class 2 contains 212388 members 
Mstep: Class 3 contains 16653 members 
Mstep: Class 4 contains 10969 members 
Mstep: Class 5 contains 21724 members 
Mstep: Class 6 contains 64725 members 
Mstep: Class 7 contains 15134 members 
Mstep: Class 8 contains 16882 members 
Mstep: Class 9 contains 41909 members 
Mstep: Class 10 contains 20282 members 
Mstep: Class 11 contains 23305 members 
Mstep: Class 12 contains 24109 members 
Mstep: Class 13 contains 10076 members 
Mstep: Class 14 contains 161310 members 
Mstep: Class 15 contains 47576 members 
Mstep: Class 16 contains 231452 members 
Mstep: Class 17 contains 15923 members 
Mstep: Class 18 contains 24385 members 
Mstep: Class 19 contains 8363 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 23893 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 3586 members 
Mstep: Class 24 contains 233141 members 
Mstep: Class 25 contains 8230 members 
Mstep: Class 26 contains 7403 members 
Mstep: Class 27 contains 15073 members 
Mstep: Class 28 contains 4928 members 
Mstep: Class 29 contains 71805 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 4485 members 
Mstep: Class 32 contains 7355 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 42536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153296.000000 Penalty: 120551.992188
Iteration 108Q: 35 clusters Score -1.571533e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 207151 members 
Mstep: Class 2 contains 212486 members 
Mstep: Class 3 contains 16651 members 
Mstep: Class 4 contains 10973 members 
Mstep: Class 5 contains 21689 members 
Mstep: Class 6 contains 64718 members 
Mstep: Class 7 contains 15135 members 
Mstep: Class 8 contains 16888 members 
Mstep: Class 9 contains 41898 members 
Mstep: Class 10 contains 20276 members 
Mstep: Class 11 contains 23366 members 
Mstep: Class 12 contains 24109 members 
Mstep: Class 13 contains 10075 members 
Mstep: Class 14 contains 161354 members 
Mstep: Class 15 contains 47576 members 
Mstep: Class 16 contains 231634 members 
Mstep: Class 17 contains 15922 members 
Mstep: Class 18 contains 24384 members 
Mstep: Class 19 contains 8363 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 23897 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 3588 members 
Mstep: Class 24 contains 233132 members 
Mstep: Class 25 contains 8235 members 
Mstep: Class 26 contains 7410 members 
Mstep: Class 27 contains 15067 members 
Mstep: Class 28 contains 4926 members 
Mstep: Class 29 contains 71761 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 4485 members 
Mstep: Class 32 contains 7363 members 
Mstep: Class 33 contains 13973 members 
Mstep: Class 34 contains 42566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153280.000000 Penalty: 120551.992188
Iteration 109Q: 35 clusters Score -1.571533e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 206887 members 
Mstep: Class 2 contains 212562 members 
Mstep: Class 3 contains 16651 members 
Mstep: Class 4 contains 10975 members 
Mstep: Class 5 contains 21675 members 
Mstep: Class 6 contains 64710 members 
Mstep: Class 7 contains 15134 members 
Mstep: Class 8 contains 16891 members 
Mstep: Class 9 contains 41885 members 
Mstep: Class 10 contains 20273 members 
Mstep: Class 11 contains 23412 members 
Mstep: Class 12 contains 24104 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 161409 members 
Mstep: Class 15 contains 47575 members 
Mstep: Class 16 contains 231806 members 
Mstep: Class 17 contains 15916 members 
Mstep: Class 18 contains 24383 members 
Mstep: Class 19 contains 8363 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 23900 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 3589 members 
Mstep: Class 24 contains 233119 members 
Mstep: Class 25 contains 8241 members 
Mstep: Class 26 contains 7414 members 
Mstep: Class 27 contains 15061 members 
Mstep: Class 28 contains 4924 members 
Mstep: Class 29 contains 71706 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 4485 members 
Mstep: Class 32 contains 7373 members 
Mstep: Class 33 contains 13968 members 
Mstep: Class 34 contains 42589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153376.000000 Penalty: 120551.992188
Iteration 110Q: 35 clusters Score -1.571534e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 206652 members 
Mstep: Class 2 contains 212627 members 
Mstep: Class 3 contains 16650 members 
Mstep: Class 4 contains 10981 members 
Mstep: Class 5 contains 21669 members 
Mstep: Class 6 contains 64693 members 
Mstep: Class 7 contains 15135 members 
Mstep: Class 8 contains 16895 members 
Mstep: Class 9 contains 41875 members 
Mstep: Class 10 contains 20270 members 
Mstep: Class 11 contains 23458 members 
Mstep: Class 12 contains 24100 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 161445 members 
Mstep: Class 15 contains 47570 members 
Mstep: Class 16 contains 231968 members 
Mstep: Class 17 contains 15912 members 
Mstep: Class 18 contains 24382 members 
Mstep: Class 19 contains 8362 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 23903 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 3589 members 
Mstep: Class 24 contains 233102 members 
Mstep: Class 25 contains 8242 members 
Mstep: Class 26 contains 7419 members 
Mstep: Class 27 contains 15057 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 71663 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 4485 members 
Mstep: Class 32 contains 7380 members 
Mstep: Class 33 contains 13972 members 
Mstep: Class 34 contains 42605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153328.000000 Penalty: 120551.992188
Iteration 111Q: 35 clusters Score -1.571533e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 206460 members 
Mstep: Class 2 contains 212680 members 
Mstep: Class 3 contains 16647 members 
Mstep: Class 4 contains 10988 members 
Mstep: Class 5 contains 21654 members 
Mstep: Class 6 contains 64674 members 
Mstep: Class 7 contains 15138 members 
Mstep: Class 8 contains 16901 members 
Mstep: Class 9 contains 41863 members 
Mstep: Class 10 contains 20265 members 
Mstep: Class 11 contains 23503 members 
Mstep: Class 12 contains 24096 members 
Mstep: Class 13 contains 10065 members 
Mstep: Class 14 contains 161459 members 
Mstep: Class 15 contains 47564 members 
Mstep: Class 16 contains 232120 members 
Mstep: Class 17 contains 15909 members 
Mstep: Class 18 contains 24381 members 
Mstep: Class 19 contains 8360 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 23910 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 3589 members 
Mstep: Class 24 contains 233102 members 
Mstep: Class 25 contains 8244 members 
Mstep: Class 26 contains 7419 members 
Mstep: Class 27 contains 15056 members 
Mstep: Class 28 contains 4918 members 
Mstep: Class 29 contains 71626 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 4485 members 
Mstep: Class 32 contains 7384 members 
Mstep: Class 33 contains 13976 members 
Mstep: Class 34 contains 42615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153088.000000 Penalty: 120551.992188
Iteration 112Q: 35 clusters Score -1.571531e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 206282 members 
Mstep: Class 2 contains 212745 members 
Mstep: Class 3 contains 16644 members 
Mstep: Class 4 contains 10995 members 
Mstep: Class 5 contains 21638 members 
Mstep: Class 6 contains 64657 members 
Mstep: Class 7 contains 15136 members 
Mstep: Class 8 contains 16903 members 
Mstep: Class 9 contains 41859 members 
Mstep: Class 10 contains 20263 members 
Mstep: Class 11 contains 23548 members 
Mstep: Class 12 contains 24098 members 
Mstep: Class 13 contains 10061 members 
Mstep: Class 14 contains 161457 members 
Mstep: Class 15 contains 47558 members 
Mstep: Class 16 contains 232264 members 
Mstep: Class 17 contains 15900 members 
Mstep: Class 18 contains 24377 members 
Mstep: Class 19 contains 8359 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 23917 members 
Mstep: Class 22 contains 1064 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 233107 members 
Mstep: Class 25 contains 8247 members 
Mstep: Class 26 contains 7419 members 
Mstep: Class 27 contains 15051 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 71593 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 4485 members 
Mstep: Class 32 contains 7388 members 
Mstep: Class 33 contains 13969 members 
Mstep: Class 34 contains 42625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152992.000000 Penalty: 120551.992188
Iteration 113Q: 35 clusters Score -1.57153e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 206097 members 
Mstep: Class 2 contains 212804 members 
Mstep: Class 3 contains 16643 members 
Mstep: Class 4 contains 11008 members 
Mstep: Class 5 contains 21616 members 
Mstep: Class 6 contains 64639 members 
Mstep: Class 7 contains 15132 members 
Mstep: Class 8 contains 16905 members 
Mstep: Class 9 contains 41844 members 
Mstep: Class 10 contains 20259 members 
Mstep: Class 11 contains 23590 members 
Mstep: Class 12 contains 24098 members 
Mstep: Class 13 contains 10049 members 
Mstep: Class 14 contains 161461 members 
Mstep: Class 15 contains 47558 members 
Mstep: Class 16 contains 232406 members 
Mstep: Class 17 contains 15895 members 
Mstep: Class 18 contains 24373 members 
Mstep: Class 19 contains 8358 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 23937 members 
Mstep: Class 22 contains 1064 members 
Mstep: Class 23 contains 3593 members 
Mstep: Class 24 contains 233105 members 
Mstep: Class 25 contains 8255 members 
Mstep: Class 26 contains 7419 members 
Mstep: Class 27 contains 15050 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 71576 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4485 members 
Mstep: Class 32 contains 7392 members 
Mstep: Class 33 contains 13957 members 
Mstep: Class 34 contains 42629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153024.000000 Penalty: 120551.992188
Iteration 114Q: 35 clusters Score -1.57153e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 205925 members 
Mstep: Class 2 contains 212857 members 
Mstep: Class 3 contains 16643 members 
Mstep: Class 4 contains 11013 members 
Mstep: Class 5 contains 21603 members 
Mstep: Class 6 contains 64619 members 
Mstep: Class 7 contains 15131 members 
Mstep: Class 8 contains 16908 members 
Mstep: Class 9 contains 41833 members 
Mstep: Class 10 contains 20256 members 
Mstep: Class 11 contains 23640 members 
Mstep: Class 12 contains 24092 members 
Mstep: Class 13 contains 10040 members 
Mstep: Class 14 contains 161473 members 
Mstep: Class 15 contains 47551 members 
Mstep: Class 16 contains 232533 members 
Mstep: Class 17 contains 15885 members 
Mstep: Class 18 contains 24369 members 
Mstep: Class 19 contains 8356 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 23947 members 
Mstep: Class 22 contains 1064 members 
Mstep: Class 23 contains 3595 members 
Mstep: Class 24 contains 233103 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 7420 members 
Mstep: Class 27 contains 15048 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 71557 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4484 members 
Mstep: Class 32 contains 7397 members 
Mstep: Class 33 contains 13953 members 
Mstep: Class 34 contains 42644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152992.000000 Penalty: 120551.992188
Iteration 115Q: 35 clusters Score -1.57153e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 205748 members 
Mstep: Class 2 contains 212902 members 
Mstep: Class 3 contains 16643 members 
Mstep: Class 4 contains 11017 members 
Mstep: Class 5 contains 21585 members 
Mstep: Class 6 contains 64608 members 
Mstep: Class 7 contains 15131 members 
Mstep: Class 8 contains 16907 members 
Mstep: Class 9 contains 41820 members 
Mstep: Class 10 contains 20251 members 
Mstep: Class 11 contains 23678 members 
Mstep: Class 12 contains 24088 members 
Mstep: Class 13 contains 10034 members 
Mstep: Class 14 contains 161477 members 
Mstep: Class 15 contains 47551 members 
Mstep: Class 16 contains 232667 members 
Mstep: Class 17 contains 15878 members 
Mstep: Class 18 contains 24372 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 23961 members 
Mstep: Class 22 contains 1064 members 
Mstep: Class 23 contains 3597 members 
Mstep: Class 24 contains 233103 members 
Mstep: Class 25 contains 8265 members 
Mstep: Class 26 contains 7420 members 
Mstep: Class 27 contains 15045 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 71544 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4484 members 
Mstep: Class 32 contains 7404 members 
Mstep: Class 33 contains 13939 members 
Mstep: Class 34 contains 42659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152848.000000 Penalty: 120551.992188
Iteration 116Q: 35 clusters Score -1.571528e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 205572 members 
Mstep: Class 2 contains 212935 members 
Mstep: Class 3 contains 16642 members 
Mstep: Class 4 contains 11018 members 
Mstep: Class 5 contains 21568 members 
Mstep: Class 6 contains 64604 members 
Mstep: Class 7 contains 15129 members 
Mstep: Class 8 contains 16907 members 
Mstep: Class 9 contains 41812 members 
Mstep: Class 10 contains 20246 members 
Mstep: Class 11 contains 23717 members 
Mstep: Class 12 contains 24087 members 
Mstep: Class 13 contains 10031 members 
Mstep: Class 14 contains 161483 members 
Mstep: Class 15 contains 47543 members 
Mstep: Class 16 contains 232794 members 
Mstep: Class 17 contains 15874 members 
Mstep: Class 18 contains 24369 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 23977 members 
Mstep: Class 22 contains 1064 members 
Mstep: Class 23 contains 3597 members 
Mstep: Class 24 contains 233092 members 
Mstep: Class 25 contains 8279 members 
Mstep: Class 26 contains 7420 members 
Mstep: Class 27 contains 15044 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 71531 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4484 members 
Mstep: Class 32 contains 7412 members 
Mstep: Class 33 contains 13935 members 
Mstep: Class 34 contains 42676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153088.000000 Penalty: 120551.992188
Iteration 117Q: 35 clusters Score -1.571531e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 205404 members 
Mstep: Class 2 contains 212979 members 
Mstep: Class 3 contains 16641 members 
Mstep: Class 4 contains 11018 members 
Mstep: Class 5 contains 21544 members 
Mstep: Class 6 contains 64594 members 
Mstep: Class 7 contains 15129 members 
Mstep: Class 8 contains 16907 members 
Mstep: Class 9 contains 41804 members 
Mstep: Class 10 contains 20239 members 
Mstep: Class 11 contains 23754 members 
Mstep: Class 12 contains 24088 members 
Mstep: Class 13 contains 10029 members 
Mstep: Class 14 contains 161502 members 
Mstep: Class 15 contains 47536 members 
Mstep: Class 16 contains 232921 members 
Mstep: Class 17 contains 15869 members 
Mstep: Class 18 contains 24372 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 23991 members 
Mstep: Class 22 contains 1064 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 233088 members 
Mstep: Class 25 contains 8293 members 
Mstep: Class 26 contains 7422 members 
Mstep: Class 27 contains 15044 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 71503 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4484 members 
Mstep: Class 32 contains 7420 members 
Mstep: Class 33 contains 13920 members 
Mstep: Class 34 contains 42685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153232.000000 Penalty: 120551.992188
Iteration 118Q: 35 clusters Score -1.571532e+08 nChanged 412
Entering ConstructFrom: 
Score: -157153232.000000 Penalty: 120551.992188
Entering ConstructFrom: 
Trying to split cluster 1 (205241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205241 members 
Entering Unmasked Estep 
Score: -20578140.000000 Penalty: 3033.521240
	Iteration 0F: 2 clusters Score -2.057814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102581 members 
Mstep: Class 2 contains 102660 members 
Entering Unmasked Estep 
Score: -20441430.000000 Penalty: 6067.042480
	Iteration 0F: 3 clusters Score -2.044143e+07 nChanged 98577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103044 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -20500318.000000 Penalty: 6067.042480
	Iteration 1F: 3 clusters Score -2.050032e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103333 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
Score: -20501442.000000 Penalty: 6067.042480
	Iteration 2Q: 3 clusters Score -2.050144e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103860 members 
Mstep: Class 2 contains 101381 members 
Entering Unmasked Estep 
Score: -20502934.000000 Penalty: 6067.042480
	Iteration 3Q: 3 clusters Score -2.050293e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -20504866.000000 Penalty: 6067.042480
	Iteration 4Q: 3 clusters Score -2.050487e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105352 members 
Mstep: Class 2 contains 99889 members 
Entering Unmasked Estep 
Score: -20507632.000000 Penalty: 6067.042480
	Iteration 5Q: 3 clusters Score -2.050763e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106598 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -20511402.000000 Penalty: 6067.042480
	Iteration 6Q: 3 clusters Score -2.05114e+07 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108038 members 
Mstep: Class 2 contains 97203 members 
Entering Unmasked Estep 
Score: -20517158.000000 Penalty: 6067.042480
	Iteration 7F: 3 clusters Score -2.051716e+07 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109359 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -20525318.000000 Penalty: 6067.042480
	Iteration 8F: 3 clusters Score -2.052532e+07 nChanged 12458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 94992 members 
Entering Unmasked Estep 
Score: -20534076.000000 Penalty: 6067.042480
	Iteration 9F: 3 clusters Score -2.053408e+07 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110900 members 
Mstep: Class 2 contains 94341 members 
Entering Unmasked Estep 
Score: -20539326.000000 Penalty: 6067.042480
	Iteration 10F: 3 clusters Score -2.053933e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111474 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -20541308.000000 Penalty: 6067.042480
	Iteration 11Q: 3 clusters Score -2.054131e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112098 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
Score: -20541852.000000 Penalty: 6067.042480
	Iteration 12Q: 3 clusters Score -2.054185e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112720 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -20542166.000000 Penalty: 6067.042480
	Iteration 13Q: 3 clusters Score -2.054217e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113387 members 
Mstep: Class 2 contains 91854 members 
Entering Unmasked Estep 
Score: -20542320.000000 Penalty: 6067.042480
	Iteration 14Q: 3 clusters Score -2.054232e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114108 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -20542506.000000 Penalty: 6067.042480
	Iteration 15Q: 3 clusters Score -2.054251e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 90280 members 
Entering Unmasked Estep 
Score: -20542534.000000 Penalty: 6067.042480
	Iteration 16Q: 3 clusters Score -2.054253e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115895 members 
Mstep: Class 2 contains 89346 members 
Entering Unmasked Estep 
Score: -20542780.000000 Penalty: 6067.042480
	Iteration 17Q: 3 clusters Score -2.054278e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116902 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -20542980.000000 Penalty: 6067.042480
	Iteration 18Q: 3 clusters Score -2.054298e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117977 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -20543162.000000 Penalty: 6067.042480
	Iteration 19Q: 3 clusters Score -2.054316e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119136 members 
Mstep: Class 2 contains 86105 members 
Entering Unmasked Estep 
Score: -20543322.000000 Penalty: 6067.042480
	Iteration 20F: 3 clusters Score -2.054332e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120401 members 
Mstep: Class 2 contains 84840 members 
Entering Unmasked Estep 
Score: -20543482.000000 Penalty: 6067.042480
	Iteration 21Q: 3 clusters Score -2.054348e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121848 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -20543784.000000 Penalty: 6067.042480
	Iteration 22Q: 3 clusters Score -2.054378e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123464 members 
Mstep: Class 2 contains 81777 members 
Entering Unmasked Estep 
Score: -20544076.000000 Penalty: 6067.042480
	Iteration 23Q: 3 clusters Score -2.054408e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125202 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
Score: -20544412.000000 Penalty: 6067.042480
	Iteration 24Q: 3 clusters Score -2.054441e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127067 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -20544620.000000 Penalty: 6067.042480
	Iteration 25Q: 3 clusters Score -2.054462e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129049 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -20545040.000000 Penalty: 6067.042480
	Iteration 26Q: 3 clusters Score -2.054504e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131183 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -20545458.000000 Penalty: 6067.042480
	Iteration 27Q: 3 clusters Score -2.054546e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133470 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -20546080.000000 Penalty: 6067.042480
	Iteration 28Q: 3 clusters Score -2.054608e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135903 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -20546648.000000 Penalty: 6067.042480
	Iteration 29Q: 3 clusters Score -2.054665e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -20547134.000000 Penalty: 6067.042480
	Iteration 30Q: 3 clusters Score -2.054713e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141543 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -20548176.000000 Penalty: 6067.042480
	Iteration 31Q: 3 clusters Score -2.054818e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144660 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -20549052.000000 Penalty: 6067.042480
	Iteration 32Q: 3 clusters Score -2.054905e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147942 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -20550088.000000 Penalty: 6067.042480
	Iteration 33Q: 3 clusters Score -2.055009e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151342 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -20551226.000000 Penalty: 6067.042480
	Iteration 34Q: 3 clusters Score -2.055123e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154920 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -20552574.000000 Penalty: 6067.042480
	Iteration 35Q: 3 clusters Score -2.055257e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158675 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -20554204.000000 Penalty: 6067.042480
	Iteration 36Q: 3 clusters Score -2.05542e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162594 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -20555880.000000 Penalty: 6067.042480
	Iteration 37Q: 3 clusters Score -2.055588e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166432 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -20557610.000000 Penalty: 6067.042480
	Iteration 38Q: 3 clusters Score -2.055761e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170168 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -20559328.000000 Penalty: 6067.042480
	Iteration 39Q: 3 clusters Score -2.055933e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173714 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -20560774.000000 Penalty: 6067.042480
	Iteration 40F: 3 clusters Score -2.056077e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177125 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -20562304.000000 Penalty: 6067.042480
	Iteration 41Q: 3 clusters Score -2.05623e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180386 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -20563888.000000 Penalty: 6067.042480
	Iteration 42Q: 3 clusters Score -2.056389e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183484 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -20565348.000000 Penalty: 6067.042480
	Iteration 43Q: 3 clusters Score -2.056535e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186407 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -20566698.000000 Penalty: 6067.042480
	Iteration 44Q: 3 clusters Score -2.05667e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189105 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -20568022.000000 Penalty: 6067.042480
	Iteration 45Q: 3 clusters Score -2.056802e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191578 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -20569156.000000 Penalty: 6067.042480
	Iteration 46Q: 3 clusters Score -2.056916e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193804 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -20570420.000000 Penalty: 6067.042480
	Iteration 47Q: 3 clusters Score -2.057042e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195636 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -20571208.000000 Penalty: 6067.042480
	Iteration 48Q: 3 clusters Score -2.057121e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197254 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -20572026.000000 Penalty: 6067.042480
	Iteration 49Q: 3 clusters Score -2.057203e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198647 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -20572754.000000 Penalty: 6067.042480
	Iteration 50Q: 3 clusters Score -2.057275e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199829 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -20573480.000000 Penalty: 6067.042480
	Iteration 51Q: 3 clusters Score -2.057348e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200797 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -20573976.000000 Penalty: 6067.042480
	Iteration 52Q: 3 clusters Score -2.057398e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201551 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -20574312.000000 Penalty: 6067.042480
	Iteration 53Q: 3 clusters Score -2.057431e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202141 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -20574486.000000 Penalty: 6067.042480
	Iteration 54Q: 3 clusters Score -2.057449e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202615 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -20574776.000000 Penalty: 6067.042480
	Iteration 55Q: 3 clusters Score -2.057478e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202968 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -20574882.000000 Penalty: 6067.042480
	Iteration 56Q: 3 clusters Score -2.057488e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203229 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -20575000.000000 Penalty: 6067.042480
	Iteration 57Q: 3 clusters Score -2.0575e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203448 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -20575110.000000 Penalty: 6067.042480
	Iteration 58Q: 3 clusters Score -2.057511e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203617 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -20575152.000000 Penalty: 6067.042480
	Iteration 59Q: 3 clusters Score -2.057515e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203748 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -20575192.000000 Penalty: 6067.042480
	Iteration 60F: 3 clusters Score -2.057519e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203866 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -20575294.000000 Penalty: 6067.042480
	Iteration 61Q: 3 clusters Score -2.057529e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203958 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20575318.000000 Penalty: 6067.042480
	Iteration 62Q: 3 clusters Score -2.057532e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204036 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -20575416.000000 Penalty: 6067.042480
	Iteration 63Q: 3 clusters Score -2.057542e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204103 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -20575432.000000 Penalty: 6067.042480
	Iteration 64Q: 3 clusters Score -2.057543e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204149 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -20575484.000000 Penalty: 6067.042480
	Iteration 65Q: 3 clusters Score -2.057548e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204193 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -20575508.000000 Penalty: 6067.042480
	Iteration 66Q: 3 clusters Score -2.057551e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204221 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20575522.000000 Penalty: 6067.042480
	Iteration 67Q: 3 clusters Score -2.057552e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204246 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -20575564.000000 Penalty: 6067.042480
	Iteration 68Q: 3 clusters Score -2.057556e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204268 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -20575570.000000 Penalty: 6067.042480
	Iteration 69Q: 3 clusters Score -2.057557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204286 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -20575588.000000 Penalty: 6067.042480
	Iteration 70Q: 3 clusters Score -2.057559e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204298 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -20575582.000000 Penalty: 6067.042480
	Iteration 71Q: 3 clusters Score -2.057558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204312 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -20575580.000000 Penalty: 6067.042480
	Iteration 72Q: 3 clusters Score -2.057558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204316 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -20575598.000000 Penalty: 6067.042480
	Iteration 73Q: 3 clusters Score -2.05756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204323 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -20575604.000000 Penalty: 6067.042480
	Iteration 74Q: 3 clusters Score -2.05756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204328 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -20575598.000000 Penalty: 6067.042480
	Iteration 75Q: 3 clusters Score -2.05756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204329 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -20575590.000000 Penalty: 6067.042480
	Iteration 76Q: 3 clusters Score -2.057559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204329 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -20575590.000000 Penalty: 6067.042480
	Iteration 77F: 3 clusters Score -2.057559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (212997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212997 members 
Entering Unmasked Estep 
Score: -21444716.000000 Penalty: 3042.720215
	Iteration 0F: 2 clusters Score -2.144472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 106521 members 
Entering Unmasked Estep 
Score: -21302962.000000 Penalty: 6085.440430
	Iteration 0F: 3 clusters Score -2.130296e+07 nChanged 102398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106102 members 
Mstep: Class 2 contains 106895 members 
Entering Unmasked Estep 
Score: -21361508.000000 Penalty: 6085.440430
	Iteration 1F: 3 clusters Score -2.136151e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105814 members 
Mstep: Class 2 contains 107183 members 
Entering Unmasked Estep 
Score: -21362174.000000 Penalty: 6085.440430
	Iteration 2Q: 3 clusters Score -2.136217e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105362 members 
Mstep: Class 2 contains 107635 members 
Entering Unmasked Estep 
Score: -21362714.000000 Penalty: 6085.440430
	Iteration 3Q: 3 clusters Score -2.136271e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104749 members 
Mstep: Class 2 contains 108248 members 
Entering Unmasked Estep 
Score: -21363368.000000 Penalty: 6085.440430
	Iteration 4Q: 3 clusters Score -2.136337e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103864 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -21364108.000000 Penalty: 6085.440430
	Iteration 5Q: 3 clusters Score -2.136411e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 110401 members 
Entering Unmasked Estep 
Score: -21364752.000000 Penalty: 6085.440430
	Iteration 6Q: 3 clusters Score -2.136475e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100623 members 
Mstep: Class 2 contains 112374 members 
Entering Unmasked Estep 
Score: -21365572.000000 Penalty: 6085.440430
	Iteration 7Q: 3 clusters Score -2.136557e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97617 members 
Mstep: Class 2 contains 115380 members 
Entering Unmasked Estep 
Score: -21366598.000000 Penalty: 6085.440430
	Iteration 8Q: 3 clusters Score -2.13666e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93098 members 
Mstep: Class 2 contains 119899 members 
Entering Unmasked Estep 
Score: -21368002.000000 Penalty: 6085.440430
	Iteration 9Q: 3 clusters Score -2.1368e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 126641 members 
Entering Unmasked Estep 
Score: -21370618.000000 Penalty: 6085.440430
	Iteration 10Q: 3 clusters Score -2.137062e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 136526 members 
Entering Unmasked Estep 
Score: -21375370.000000 Penalty: 6085.440430
	Iteration 11Q: 3 clusters Score -2.137537e+07 nChanged 13825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 150303 members 
Entering Unmasked Estep 
Score: -21383634.000000 Penalty: 6085.440430
	Iteration 12F: 3 clusters Score -2.138363e+07 nChanged 17640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 167943 members 
Entering Unmasked Estep 
Score: -21397736.000000 Penalty: 6085.440430
	Iteration 13F: 3 clusters Score -2.139774e+07 nChanged 19089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 187032 members 
Entering Unmasked Estep 
Score: -21416160.000000 Penalty: 6085.440430
	Iteration 14F: 3 clusters Score -2.141616e+07 nChanged 14820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 201852 members 
Entering Unmasked Estep 
Score: -21431106.000000 Penalty: 6085.440430
	Iteration 15F: 3 clusters Score -2.143111e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 209461 members 
Entering Unmasked Estep 
Score: -21438730.000000 Penalty: 6085.440430
	Iteration 16Q: 3 clusters Score -2.143873e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 211974 members 
Entering Unmasked Estep 
Score: -21440972.000000 Penalty: 6085.440430
	Iteration 17Q: 3 clusters Score -2.144097e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 212571 members 
Entering Unmasked Estep 
Score: -21441640.000000 Penalty: 6085.440430
	Iteration 18Q: 3 clusters Score -2.144164e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 212674 members 
Entering Unmasked Estep 
Score: -21441842.000000 Penalty: 6085.440430
	Iteration 19Q: 3 clusters Score -2.144184e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 212708 members 
Entering Unmasked Estep 
Score: -21441904.000000 Penalty: 6085.440430
	Iteration 20F: 3 clusters Score -2.14419e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 212721 members 
Entering Unmasked Estep 
Score: -21441934.000000 Penalty: 6085.440430
	Iteration 21Q: 3 clusters Score -2.144193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 212732 members 
Entering Unmasked Estep 
Score: -21441970.000000 Penalty: 6085.440430
	Iteration 22Q: 3 clusters Score -2.144197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 212733 members 
Entering Unmasked Estep 
Score: -21441988.000000 Penalty: 6085.440430
	Iteration 23Q: 3 clusters Score -2.144199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 212730 members 
Entering Unmasked Estep 
Score: -21442010.000000 Penalty: 6085.440430
	Iteration 24Q: 3 clusters Score -2.144201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 212732 members 
Entering Unmasked Estep 
Score: -21442034.000000 Penalty: 6085.440430
	Iteration 25Q: 3 clusters Score -2.144203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 212734 members 
Entering Unmasked Estep 
Score: -21442044.000000 Penalty: 6085.440430
	Iteration 26Q: 3 clusters Score -2.144204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 212734 members 
Entering Unmasked Estep 
Score: -21442062.000000 Penalty: 6085.440430
	Iteration 27Q: 3 clusters Score -2.144206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 212731 members 
Entering Unmasked Estep 
Score: -21442080.000000 Penalty: 6085.440430
	Iteration 28Q: 3 clusters Score -2.144208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 212731 members 
Entering Unmasked Estep 
Score: -21442102.000000 Penalty: 6085.440430
	Iteration 29Q: 3 clusters Score -2.14421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 212730 members 
Entering Unmasked Estep 
Score: -21442112.000000 Penalty: 6085.440430
	Iteration 30Q: 3 clusters Score -2.144211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 212732 members 
Entering Unmasked Estep 
Score: -21442108.000000 Penalty: 6085.440430
	Iteration 31Q: 3 clusters Score -2.144211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212727 members 
Entering Unmasked Estep 
Score: -21442124.000000 Penalty: 6085.440430
	Iteration 32Q: 3 clusters Score -2.144212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212727 members 
Entering Unmasked Estep 
Score: -21442132.000000 Penalty: 6085.440430
	Iteration 33Q: 3 clusters Score -2.144213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 212729 members 
Entering Unmasked Estep 
Score: -21442124.000000 Penalty: 6085.440430
	Iteration 34Q: 3 clusters Score -2.144212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 212728 members 
Entering Unmasked Estep 
Score: -21442122.000000 Penalty: 6085.440430
	Iteration 35Q: 3 clusters Score -2.144212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 212728 members 
Entering Unmasked Estep 
Score: -21442122.000000 Penalty: 6085.440430
	Iteration 36F: 3 clusters Score -2.144212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Entering Unmasked Estep 
Score: -1612726.875000 Penalty: 2410.466797
	Iteration 0F: 2 clusters Score -1612727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1600866.375000 Penalty: 4820.933594
	Iteration 0F: 3 clusters Score -1600866 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1604623.875000 Penalty: 4820.933594
	Iteration 1F: 3 clusters Score -1604624 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1604989.500000 Penalty: 4820.933594
	Iteration 2F: 3 clusters Score -1604990 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1605268.375000 Penalty: 4820.933594
	Iteration 3Q: 3 clusters Score -1605268 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1605525.875000 Penalty: 4820.933594
	Iteration 4Q: 3 clusters Score -1605526 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1605750.625000 Penalty: 4820.933594
	Iteration 5Q: 3 clusters Score -1605751 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1606012.500000 Penalty: 4820.933594
	Iteration 6Q: 3 clusters Score -1606012 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1606320.375000 Penalty: 4820.933594
	Iteration 7Q: 3 clusters Score -1606320 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1606695.750000 Penalty: 4820.933594
	Iteration 8Q: 3 clusters Score -1606696 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1607031.250000 Penalty: 4820.933594
	Iteration 9Q: 3 clusters Score -1607031 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1607379.875000 Penalty: 4820.933594
	Iteration 10Q: 3 clusters Score -1607380 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1607745.500000 Penalty: 4820.933594
	Iteration 11Q: 3 clusters Score -1607746 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1608065.125000 Penalty: 4820.933594
	Iteration 12Q: 3 clusters Score -1608065 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1608319.250000 Penalty: 4820.933594
	Iteration 13Q: 3 clusters Score -1608319 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1608503.500000 Penalty: 4820.933594
	Iteration 14Q: 3 clusters Score -1608504 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1608614.750000 Penalty: 4820.933594
	Iteration 15Q: 3 clusters Score -1608615 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1608709.500000 Penalty: 4820.933594
	Iteration 16Q: 3 clusters Score -1608710 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1608778.250000 Penalty: 4820.933594
	Iteration 17Q: 3 clusters Score -1608778 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1608825.500000 Penalty: 4820.933594
	Iteration 18Q: 3 clusters Score -1608826 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1608876.375000 Penalty: 4820.933594
	Iteration 19Q: 3 clusters Score -1608876 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1608919.625000 Penalty: 4820.933594
	Iteration 20F: 3 clusters Score -1608920 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1608958.375000 Penalty: 4820.933594
	Iteration 21Q: 3 clusters Score -1608958 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1608999.125000 Penalty: 4820.933594
	Iteration 22Q: 3 clusters Score -1608999 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1609037.500000 Penalty: 4820.933594
	Iteration 23Q: 3 clusters Score -1609038 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1609069.000000 Penalty: 4820.933594
	Iteration 24Q: 3 clusters Score -1609069 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1609094.500000 Penalty: 4820.933594
	Iteration 25Q: 3 clusters Score -1609094 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1609122.125000 Penalty: 4820.933594
	Iteration 26Q: 3 clusters Score -1609122 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1609143.250000 Penalty: 4820.933594
	Iteration 27Q: 3 clusters Score -1609143 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1609169.875000 Penalty: 4820.933594
	Iteration 28Q: 3 clusters Score -1609170 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1609208.500000 Penalty: 4820.933594
	Iteration 29Q: 3 clusters Score -1609208 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1609251.375000 Penalty: 4820.933594
	Iteration 30Q: 3 clusters Score -1609251 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1609289.875000 Penalty: 4820.933594
	Iteration 31Q: 3 clusters Score -1609290 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1609324.375000 Penalty: 4820.933594
	Iteration 32Q: 3 clusters Score -1609324 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1609360.875000 Penalty: 4820.933594
	Iteration 33Q: 3 clusters Score -1609361 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1609415.875000 Penalty: 4820.933594
	Iteration 34Q: 3 clusters Score -1609416 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1609451.875000 Penalty: 4820.933594
	Iteration 35Q: 3 clusters Score -1609452 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1609493.250000 Penalty: 4820.933594
	Iteration 36Q: 3 clusters Score -1609493 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1609540.000000 Penalty: 4820.933594
	Iteration 37Q: 3 clusters Score -1609540 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1609594.125000 Penalty: 4820.933594
	Iteration 38Q: 3 clusters Score -1609594 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1609670.875000 Penalty: 4820.933594
	Iteration 39Q: 3 clusters Score -1609671 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1609779.500000 Penalty: 4820.933594
	Iteration 40F: 3 clusters Score -1609780 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1609926.000000 Penalty: 4820.933594
	Iteration 41Q: 3 clusters Score -1609926 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1610050.375000 Penalty: 4820.933594
	Iteration 42Q: 3 clusters Score -1610050 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1610184.000000 Penalty: 4820.933594
	Iteration 43Q: 3 clusters Score -1610184 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1610293.750000 Penalty: 4820.933594
	Iteration 44Q: 3 clusters Score -1610294 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1610365.500000 Penalty: 4820.933594
	Iteration 45Q: 3 clusters Score -1610366 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1610410.000000 Penalty: 4820.933594
	Iteration 46Q: 3 clusters Score -1610410 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1610442.000000 Penalty: 4820.933594
	Iteration 47Q: 3 clusters Score -1610442 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1610477.375000 Penalty: 4820.933594
	Iteration 48Q: 3 clusters Score -1610477 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1610498.625000 Penalty: 4820.933594
	Iteration 49Q: 3 clusters Score -1610499 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1610517.625000 Penalty: 4820.933594
	Iteration 50Q: 3 clusters Score -1610518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1610543.375000 Penalty: 4820.933594
	Iteration 51Q: 3 clusters Score -1610543 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1610561.875000 Penalty: 4820.933594
	Iteration 52Q: 3 clusters Score -1610562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1610579.625000 Penalty: 4820.933594
	Iteration 53Q: 3 clusters Score -1610580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1610599.375000 Penalty: 4820.933594
	Iteration 54Q: 3 clusters Score -1610599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1610610.875000 Penalty: 4820.933594
	Iteration 55Q: 3 clusters Score -1610611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1610622.125000 Penalty: 4820.933594
	Iteration 56Q: 3 clusters Score -1610622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1610637.125000 Penalty: 4820.933594
	Iteration 57Q: 3 clusters Score -1610637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1610652.375000 Penalty: 4820.933594
	Iteration 58Q: 3 clusters Score -1610652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1610674.000000 Penalty: 4820.933594
	Iteration 59Q: 3 clusters Score -1610674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1610703.250000 Penalty: 4820.933594
	Iteration 60F: 3 clusters Score -1610703 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1610750.375000 Penalty: 4820.933594
	Iteration 61Q: 3 clusters Score -1610750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1610795.250000 Penalty: 4820.933594
	Iteration 62Q: 3 clusters Score -1610795 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1610837.625000 Penalty: 4820.933594
	Iteration 63Q: 3 clusters Score -1610838 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1610867.500000 Penalty: 4820.933594
	Iteration 64Q: 3 clusters Score -1610868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1610893.375000 Penalty: 4820.933594
	Iteration 65Q: 3 clusters Score -1610893 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1610915.750000 Penalty: 4820.933594
	Iteration 66Q: 3 clusters Score -1610916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1610934.500000 Penalty: 4820.933594
	Iteration 67Q: 3 clusters Score -1610934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1610948.625000 Penalty: 4820.933594
	Iteration 68Q: 3 clusters Score -1610949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1610961.500000 Penalty: 4820.933594
	Iteration 69Q: 3 clusters Score -1610962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1610963.000000 Penalty: 4820.933594
	Iteration 70Q: 3 clusters Score -1610963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1610968.375000 Penalty: 4820.933594
	Iteration 71Q: 3 clusters Score -1610968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1610972.375000 Penalty: 4820.933594
	Iteration 72Q: 3 clusters Score -1610972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1610977.375000 Penalty: 4820.933594
	Iteration 73Q: 3 clusters Score -1610977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1610984.750000 Penalty: 4820.933594
	Iteration 74Q: 3 clusters Score -1610985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1610989.000000 Penalty: 4820.933594
	Iteration 75Q: 3 clusters Score -1610989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1610991.375000 Penalty: 4820.933594
	Iteration 76Q: 3 clusters Score -1610991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1610990.625000 Penalty: 4820.933594
	Iteration 77Q: 3 clusters Score -1610991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1610993.000000 Penalty: 4820.933594
	Iteration 78Q: 3 clusters Score -1610993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1610996.750000 Penalty: 4820.933594
	Iteration 79Q: 3 clusters Score -1610997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1610998.750000 Penalty: 4820.933594
	Iteration 80F: 3 clusters Score -1610999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1610999.750000 Penalty: 4820.933594
	Iteration 81Q: 3 clusters Score -1611000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1611006.500000 Penalty: 4820.933594
	Iteration 82Q: 3 clusters Score -1611006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1611006.375000 Penalty: 4820.933594
	Iteration 83Q: 3 clusters Score -1611006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1611006.250000 Penalty: 4820.933594
	Iteration 84Q: 3 clusters Score -1611006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1611007.750000 Penalty: 4820.933594
	Iteration 85Q: 3 clusters Score -1611008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1611009.000000 Penalty: 4820.933594
	Iteration 86Q: 3 clusters Score -1611009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1611005.250000 Penalty: 4820.933594
	Iteration 87Q: 3 clusters Score -1611005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1611004.500000 Penalty: 4820.933594
	Iteration 88Q: 3 clusters Score -1611004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1611004.625000 Penalty: 4820.933594
	Iteration 89Q: 3 clusters Score -1611005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1611004.125000 Penalty: 4820.933594
	Iteration 90Q: 3 clusters Score -1611004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1611003.000000 Penalty: 4820.933594
	Iteration 91Q: 3 clusters Score -1611003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1611003.875000 Penalty: 4820.933594
	Iteration 92Q: 3 clusters Score -1611004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1611002.125000 Penalty: 4820.933594
	Iteration 93Q: 3 clusters Score -1611002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1611002.125000 Penalty: 4820.933594
	Iteration 94F: 3 clusters Score -1611002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Entering Unmasked Estep 
Score: -1072605.750000 Penalty: 2308.229248
	Iteration 0F: 2 clusters Score -1072606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1064303.625000 Penalty: 4616.458496
	Iteration 0F: 3 clusters Score -1064304 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1066888.500000 Penalty: 4616.458496
	Iteration 1F: 3 clusters Score -1066888 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1067278.500000 Penalty: 4616.458496
	Iteration 2F: 3 clusters Score -1067278 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1067620.750000 Penalty: 4616.458496
	Iteration 3F: 3 clusters Score -1067621 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1067911.500000 Penalty: 4616.458496
	Iteration 4F: 3 clusters Score -1067912 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1068159.375000 Penalty: 4616.458496
	Iteration 5Q: 3 clusters Score -1068159 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1068394.250000 Penalty: 4616.458496
	Iteration 6Q: 3 clusters Score -1068394 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1068608.750000 Penalty: 4616.458496
	Iteration 7Q: 3 clusters Score -1068609 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1068795.250000 Penalty: 4616.458496
	Iteration 8Q: 3 clusters Score -1068795 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1068970.875000 Penalty: 4616.458496
	Iteration 9Q: 3 clusters Score -1068971 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1069145.625000 Penalty: 4616.458496
	Iteration 10Q: 3 clusters Score -1069146 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1069334.000000 Penalty: 4616.458496
	Iteration 11Q: 3 clusters Score -1069334 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1069527.875000 Penalty: 4616.458496
	Iteration 12Q: 3 clusters Score -1069528 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1069696.250000 Penalty: 4616.458496
	Iteration 13Q: 3 clusters Score -1069696 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1069862.750000 Penalty: 4616.458496
	Iteration 14Q: 3 clusters Score -1069863 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1069993.625000 Penalty: 4616.458496
	Iteration 15Q: 3 clusters Score -1069994 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1070101.750000 Penalty: 4616.458496
	Iteration 16Q: 3 clusters Score -1070102 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1070206.125000 Penalty: 4616.458496
	Iteration 17Q: 3 clusters Score -1070206 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1070306.000000 Penalty: 4616.458496
	Iteration 18Q: 3 clusters Score -1070306 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1070358.875000 Penalty: 4616.458496
	Iteration 19Q: 3 clusters Score -1070359 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1070401.375000 Penalty: 4616.458496
	Iteration 20F: 3 clusters Score -1070401 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1070440.875000 Penalty: 4616.458496
	Iteration 21Q: 3 clusters Score -1070441 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1070466.500000 Penalty: 4616.458496
	Iteration 22Q: 3 clusters Score -1070466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1070481.625000 Penalty: 4616.458496
	Iteration 23Q: 3 clusters Score -1070482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1070490.750000 Penalty: 4616.458496
	Iteration 24Q: 3 clusters Score -1070491 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1070509.875000 Penalty: 4616.458496
	Iteration 25Q: 3 clusters Score -1070510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1070515.750000 Penalty: 4616.458496
	Iteration 26Q: 3 clusters Score -1070516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1070526.625000 Penalty: 4616.458496
	Iteration 27Q: 3 clusters Score -1070527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1070535.125000 Penalty: 4616.458496
	Iteration 28Q: 3 clusters Score -1070535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1070539.000000 Penalty: 4616.458496
	Iteration 29Q: 3 clusters Score -1070539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1070545.875000 Penalty: 4616.458496
	Iteration 30Q: 3 clusters Score -1070546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1070547.750000 Penalty: 4616.458496
	Iteration 31Q: 3 clusters Score -1070548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1070559.375000 Penalty: 4616.458496
	Iteration 32Q: 3 clusters Score -1070559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1070571.250000 Penalty: 4616.458496
	Iteration 33Q: 3 clusters Score -1070571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1070581.500000 Penalty: 4616.458496
	Iteration 34Q: 3 clusters Score -1070582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1070598.125000 Penalty: 4616.458496
	Iteration 35Q: 3 clusters Score -1070598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1070614.250000 Penalty: 4616.458496
	Iteration 36Q: 3 clusters Score -1070614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1070644.500000 Penalty: 4616.458496
	Iteration 37Q: 3 clusters Score -1070644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1070675.250000 Penalty: 4616.458496
	Iteration 38Q: 3 clusters Score -1070675 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1070709.750000 Penalty: 4616.458496
	Iteration 39Q: 3 clusters Score -1070710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1070737.500000 Penalty: 4616.458496
	Iteration 40F: 3 clusters Score -1070738 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1070769.750000 Penalty: 4616.458496
	Iteration 41Q: 3 clusters Score -1070770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1070789.500000 Penalty: 4616.458496
	Iteration 42Q: 3 clusters Score -1070790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1070800.625000 Penalty: 4616.458496
	Iteration 43Q: 3 clusters Score -1070801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1070808.500000 Penalty: 4616.458496
	Iteration 44Q: 3 clusters Score -1070808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1070812.125000 Penalty: 4616.458496
	Iteration 45Q: 3 clusters Score -1070812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1070813.000000 Penalty: 4616.458496
	Iteration 46Q: 3 clusters Score -1070813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1070817.875000 Penalty: 4616.458496
	Iteration 47Q: 3 clusters Score -1070818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1070822.750000 Penalty: 4616.458496
	Iteration 48Q: 3 clusters Score -1070823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1070826.000000 Penalty: 4616.458496
	Iteration 49Q: 3 clusters Score -1070826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1070827.750000 Penalty: 4616.458496
	Iteration 50Q: 3 clusters Score -1070828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1070828.250000 Penalty: 4616.458496
	Iteration 51Q: 3 clusters Score -1070828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1070831.375000 Penalty: 4616.458496
	Iteration 52Q: 3 clusters Score -1070831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1070832.000000 Penalty: 4616.458496
	Iteration 53Q: 3 clusters Score -1070832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1070831.500000 Penalty: 4616.458496
	Iteration 54Q: 3 clusters Score -1070832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1070829.875000 Penalty: 4616.458496
	Iteration 55Q: 3 clusters Score -1070830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1070833.000000 Penalty: 4616.458496
	Iteration 56Q: 3 clusters Score -1070833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1070833.000000 Penalty: 4616.458496
	Iteration 57Q: 3 clusters Score -1070833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1070835.500000 Penalty: 4616.458496
	Iteration 58Q: 3 clusters Score -1070836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1070836.500000 Penalty: 4616.458496
	Iteration 59Q: 3 clusters Score -1070836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1070838.125000 Penalty: 4616.458496
	Iteration 60F: 3 clusters Score -1070838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1070843.250000 Penalty: 4616.458496
	Iteration 61Q: 3 clusters Score -1070843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1070845.750000 Penalty: 4616.458496
	Iteration 62Q: 3 clusters Score -1070846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1070845.000000 Penalty: 4616.458496
	Iteration 63Q: 3 clusters Score -1070845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1070846.375000 Penalty: 4616.458496
	Iteration 64Q: 3 clusters Score -1070846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1070845.250000 Penalty: 4616.458496
	Iteration 65Q: 3 clusters Score -1070845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1070844.750000 Penalty: 4616.458496
	Iteration 66Q: 3 clusters Score -1070845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1070845.000000 Penalty: 4616.458496
	Iteration 67Q: 3 clusters Score -1070845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1070845.500000 Penalty: 4616.458496
	Iteration 68Q: 3 clusters Score -1070846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1070846.125000 Penalty: 4616.458496
	Iteration 69Q: 3 clusters Score -1070846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1070846.125000 Penalty: 4616.458496
	Iteration 70F: 3 clusters Score -1070846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Entering Unmasked Estep 
Score: -1996580.000000 Penalty: 2474.415283
	Iteration 0F: 2 clusters Score -1996580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1981503.125000 Penalty: 4948.830566
	Iteration 0F: 3 clusters Score -1981503 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1986857.750000 Penalty: 4948.830566
	Iteration 1F: 3 clusters Score -1986858 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1987403.875000 Penalty: 4948.830566
	Iteration 2F: 3 clusters Score -1987404 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1987925.875000 Penalty: 4948.830566
	Iteration 3F: 3 clusters Score -1987926 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1988412.500000 Penalty: 4948.830566
	Iteration 4F: 3 clusters Score -1988412 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1988962.125000 Penalty: 4948.830566
	Iteration 5Q: 3 clusters Score -1988962 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1989539.625000 Penalty: 4948.830566
	Iteration 6Q: 3 clusters Score -1989540 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1990202.875000 Penalty: 4948.830566
	Iteration 7Q: 3 clusters Score -1990203 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1990865.750000 Penalty: 4948.830566
	Iteration 8Q: 3 clusters Score -1990866 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1991474.125000 Penalty: 4948.830566
	Iteration 9Q: 3 clusters Score -1991474 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1992030.500000 Penalty: 4948.830566
	Iteration 10Q: 3 clusters Score -1992030 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1992521.375000 Penalty: 4948.830566
	Iteration 11Q: 3 clusters Score -1992521 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1992987.250000 Penalty: 4948.830566
	Iteration 12Q: 3 clusters Score -1992987 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1993448.625000 Penalty: 4948.830566
	Iteration 13Q: 3 clusters Score -1993449 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1993797.000000 Penalty: 4948.830566
	Iteration 14Q: 3 clusters Score -1993797 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1994072.125000 Penalty: 4948.830566
	Iteration 15Q: 3 clusters Score -1994072 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1994271.375000 Penalty: 4948.830566
	Iteration 16Q: 3 clusters Score -1994271 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1994413.750000 Penalty: 4948.830566
	Iteration 17Q: 3 clusters Score -1994414 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1994540.500000 Penalty: 4948.830566
	Iteration 18Q: 3 clusters Score -1994540 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1994629.625000 Penalty: 4948.830566
	Iteration 19Q: 3 clusters Score -1994630 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1994703.000000 Penalty: 4948.830566
	Iteration 20F: 3 clusters Score -1994703 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1994764.000000 Penalty: 4948.830566
	Iteration 21Q: 3 clusters Score -1994764 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1994810.875000 Penalty: 4948.830566
	Iteration 22Q: 3 clusters Score -1994811 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1994858.625000 Penalty: 4948.830566
	Iteration 23Q: 3 clusters Score -1994859 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1994897.125000 Penalty: 4948.830566
	Iteration 24Q: 3 clusters Score -1994897 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1994935.125000 Penalty: 4948.830566
	Iteration 25Q: 3 clusters Score -1994935 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1994964.500000 Penalty: 4948.830566
	Iteration 26Q: 3 clusters Score -1994964 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1995003.250000 Penalty: 4948.830566
	Iteration 27Q: 3 clusters Score -1995003 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1995033.750000 Penalty: 4948.830566
	Iteration 28Q: 3 clusters Score -1995034 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1995065.125000 Penalty: 4948.830566
	Iteration 29Q: 3 clusters Score -1995065 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1995100.750000 Penalty: 4948.830566
	Iteration 30Q: 3 clusters Score -1995101 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1995117.375000 Penalty: 4948.830566
	Iteration 31Q: 3 clusters Score -1995117 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1995139.250000 Penalty: 4948.830566
	Iteration 32Q: 3 clusters Score -1995139 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1995164.250000 Penalty: 4948.830566
	Iteration 33Q: 3 clusters Score -1995164 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1995189.375000 Penalty: 4948.830566
	Iteration 34Q: 3 clusters Score -1995189 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1995203.250000 Penalty: 4948.830566
	Iteration 35Q: 3 clusters Score -1995203 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1995226.625000 Penalty: 4948.830566
	Iteration 36Q: 3 clusters Score -1995227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1995241.625000 Penalty: 4948.830566
	Iteration 37Q: 3 clusters Score -1995242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1995254.000000 Penalty: 4948.830566
	Iteration 38Q: 3 clusters Score -1995254 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1995273.500000 Penalty: 4948.830566
	Iteration 39Q: 3 clusters Score -1995274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1995294.750000 Penalty: 4948.830566
	Iteration 40F: 3 clusters Score -1995295 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1995312.875000 Penalty: 4948.830566
	Iteration 41Q: 3 clusters Score -1995313 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1995327.625000 Penalty: 4948.830566
	Iteration 42Q: 3 clusters Score -1995328 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1995345.750000 Penalty: 4948.830566
	Iteration 43Q: 3 clusters Score -1995346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1995354.125000 Penalty: 4948.830566
	Iteration 44Q: 3 clusters Score -1995354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1995367.875000 Penalty: 4948.830566
	Iteration 45Q: 3 clusters Score -1995368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1995383.250000 Penalty: 4948.830566
	Iteration 46Q: 3 clusters Score -1995383 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1995394.750000 Penalty: 4948.830566
	Iteration 47Q: 3 clusters Score -1995395 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1995411.125000 Penalty: 4948.830566
	Iteration 48Q: 3 clusters Score -1995411 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1995415.500000 Penalty: 4948.830566
	Iteration 49Q: 3 clusters Score -1995416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1995424.125000 Penalty: 4948.830566
	Iteration 50Q: 3 clusters Score -1995424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1995434.250000 Penalty: 4948.830566
	Iteration 51Q: 3 clusters Score -1995434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1995440.875000 Penalty: 4948.830566
	Iteration 52Q: 3 clusters Score -1995441 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1995452.500000 Penalty: 4948.830566
	Iteration 53Q: 3 clusters Score -1995452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1995467.750000 Penalty: 4948.830566
	Iteration 54Q: 3 clusters Score -1995468 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1995478.625000 Penalty: 4948.830566
	Iteration 55Q: 3 clusters Score -1995479 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1995495.750000 Penalty: 4948.830566
	Iteration 56Q: 3 clusters Score -1995496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1995508.125000 Penalty: 4948.830566
	Iteration 57Q: 3 clusters Score -1995508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1995529.375000 Penalty: 4948.830566
	Iteration 58Q: 3 clusters Score -1995529 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1995543.375000 Penalty: 4948.830566
	Iteration 59Q: 3 clusters Score -1995543 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1995562.125000 Penalty: 4948.830566
	Iteration 60F: 3 clusters Score -1995562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1995584.500000 Penalty: 4948.830566
	Iteration 61Q: 3 clusters Score -1995584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1995609.000000 Penalty: 4948.830566
	Iteration 62Q: 3 clusters Score -1995609 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1995627.000000 Penalty: 4948.830566
	Iteration 63Q: 3 clusters Score -1995627 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1995640.375000 Penalty: 4948.830566
	Iteration 64Q: 3 clusters Score -1995640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1995655.250000 Penalty: 4948.830566
	Iteration 65Q: 3 clusters Score -1995655 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1995661.250000 Penalty: 4948.830566
	Iteration 66Q: 3 clusters Score -1995661 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1995679.250000 Penalty: 4948.830566
	Iteration 67Q: 3 clusters Score -1995679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1995696.625000 Penalty: 4948.830566
	Iteration 68Q: 3 clusters Score -1995697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1995717.750000 Penalty: 4948.830566
	Iteration 69Q: 3 clusters Score -1995718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1995734.750000 Penalty: 4948.830566
	Iteration 70Q: 3 clusters Score -1995735 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1995754.500000 Penalty: 4948.830566
	Iteration 71Q: 3 clusters Score -1995754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1995770.125000 Penalty: 4948.830566
	Iteration 72Q: 3 clusters Score -1995770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1995780.500000 Penalty: 4948.830566
	Iteration 73Q: 3 clusters Score -1995780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1995795.625000 Penalty: 4948.830566
	Iteration 74Q: 3 clusters Score -1995796 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1995816.125000 Penalty: 4948.830566
	Iteration 75Q: 3 clusters Score -1995816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1995830.375000 Penalty: 4948.830566
	Iteration 76Q: 3 clusters Score -1995830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1995843.000000 Penalty: 4948.830566
	Iteration 77Q: 3 clusters Score -1995843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1995848.000000 Penalty: 4948.830566
	Iteration 78Q: 3 clusters Score -1995848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1995855.875000 Penalty: 4948.830566
	Iteration 79Q: 3 clusters Score -1995856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1995855.000000 Penalty: 4948.830566
	Iteration 80F: 3 clusters Score -1995855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1995858.500000 Penalty: 4948.830566
	Iteration 81Q: 3 clusters Score -1995858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1995860.875000 Penalty: 4948.830566
	Iteration 82Q: 3 clusters Score -1995861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1995865.125000 Penalty: 4948.830566
	Iteration 83Q: 3 clusters Score -1995865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1995876.250000 Penalty: 4948.830566
	Iteration 84Q: 3 clusters Score -1995876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1995884.875000 Penalty: 4948.830566
	Iteration 85Q: 3 clusters Score -1995885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1995896.625000 Penalty: 4948.830566
	Iteration 86Q: 3 clusters Score -1995897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1995908.125000 Penalty: 4948.830566
	Iteration 87Q: 3 clusters Score -1995908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1995913.000000 Penalty: 4948.830566
	Iteration 88Q: 3 clusters Score -1995913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1995922.250000 Penalty: 4948.830566
	Iteration 89Q: 3 clusters Score -1995922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1995931.750000 Penalty: 4948.830566
	Iteration 90Q: 3 clusters Score -1995932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1995943.375000 Penalty: 4948.830566
	Iteration 91Q: 3 clusters Score -1995943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1995975.625000 Penalty: 4948.830566
	Iteration 92Q: 3 clusters Score -1995976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1996004.250000 Penalty: 4948.830566
	Iteration 93Q: 3 clusters Score -1996004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1996053.000000 Penalty: 4948.830566
	Iteration 94Q: 3 clusters Score -1996053 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1996101.375000 Penalty: 4948.830566
	Iteration 95Q: 3 clusters Score -1996101 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1996135.000000 Penalty: 4948.830566
	Iteration 96Q: 3 clusters Score -1996135 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1996171.125000 Penalty: 4948.830566
	Iteration 97Q: 3 clusters Score -1996171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1996194.875000 Penalty: 4948.830566
	Iteration 98Q: 3 clusters Score -1996195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1996209.625000 Penalty: 4948.830566
	Iteration 99Q: 3 clusters Score -1996210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1996230.125000 Penalty: 4948.830566
	Iteration 100F: 3 clusters Score -1996230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1996248.500000 Penalty: 4948.830566
	Iteration 101Q: 3 clusters Score -1996248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1996266.625000 Penalty: 4948.830566
	Iteration 102Q: 3 clusters Score -1996267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1996282.000000 Penalty: 4948.830566
	Iteration 103Q: 3 clusters Score -1996282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1996291.000000 Penalty: 4948.830566
	Iteration 104Q: 3 clusters Score -1996291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1996296.875000 Penalty: 4948.830566
	Iteration 105Q: 3 clusters Score -1996297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1996299.500000 Penalty: 4948.830566
	Iteration 106Q: 3 clusters Score -1996300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1996302.125000 Penalty: 4948.830566
	Iteration 107Q: 3 clusters Score -1996302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1996305.250000 Penalty: 4948.830566
	Iteration 108Q: 3 clusters Score -1996305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1996302.500000 Penalty: 4948.830566
	Iteration 109Q: 3 clusters Score -1996302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1996304.500000 Penalty: 4948.830566
	Iteration 110Q: 3 clusters Score -1996304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1996304.500000 Penalty: 4948.830566
	Iteration 111Q: 3 clusters Score -1996304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1996303.000000 Penalty: 4948.830566
	Iteration 112Q: 3 clusters Score -1996303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1996303.750000 Penalty: 4948.830566
	Iteration 113Q: 3 clusters Score -1996304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1996303.375000 Penalty: 4948.830566
	Iteration 114Q: 3 clusters Score -1996303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1996303.125000 Penalty: 4948.830566
	Iteration 115Q: 3 clusters Score -1996303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1996306.500000 Penalty: 4948.830566
	Iteration 116Q: 3 clusters Score -1996306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1996307.000000 Penalty: 4948.830566
	Iteration 117Q: 3 clusters Score -1996307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1996306.250000 Penalty: 4948.830566
	Iteration 118Q: 3 clusters Score -1996306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1996306.250000 Penalty: 4948.830566
	Iteration 119F: 3 clusters Score -1996306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (64585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Entering Unmasked Estep 
Score: -6489899.500000 Penalty: 2746.782715
	Iteration 0F: 2 clusters Score -6489900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -6446481.000000 Penalty: 5493.565430
	Iteration 0F: 3 clusters Score -6446481 nChanged 30186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -6463522.500000 Penalty: 5493.565430
	Iteration 1F: 3 clusters Score -6463522 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -6464283.000000 Penalty: 5493.565430
	Iteration 2Q: 3 clusters Score -6464283 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -6465133.500000 Penalty: 5493.565430
	Iteration 3Q: 3 clusters Score -6465134 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -6466240.000000 Penalty: 5493.565430
	Iteration 4Q: 3 clusters Score -6466240 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -6467511.500000 Penalty: 5493.565430
	Iteration 5Q: 3 clusters Score -6467512 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -6469204.500000 Penalty: 5493.565430
	Iteration 6F: 3 clusters Score -6469204 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -6471155.000000 Penalty: 5493.565430
	Iteration 7F: 3 clusters Score -6471155 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -6473330.000000 Penalty: 5493.565430
	Iteration 8F: 3 clusters Score -6473330 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -6475320.500000 Penalty: 5493.565430
	Iteration 9F: 3 clusters Score -6475320 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -6477064.000000 Penalty: 5493.565430
	Iteration 10Q: 3 clusters Score -6477064 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -6478290.000000 Penalty: 5493.565430
	Iteration 11Q: 3 clusters Score -6478290 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -6479024.000000 Penalty: 5493.565430
	Iteration 12Q: 3 clusters Score -6479024 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -6479476.000000 Penalty: 5493.565430
	Iteration 13Q: 3 clusters Score -6479476 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -6479753.000000 Penalty: 5493.565430
	Iteration 14Q: 3 clusters Score -6479753 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -6479946.000000 Penalty: 5493.565430
	Iteration 15Q: 3 clusters Score -6479946 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -6480132.500000 Penalty: 5493.565430
	Iteration 16Q: 3 clusters Score -6480132 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -6480295.000000 Penalty: 5493.565430
	Iteration 17Q: 3 clusters Score -6480295 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -6480468.000000 Penalty: 5493.565430
	Iteration 18Q: 3 clusters Score -6480468 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -6480731.000000 Penalty: 5493.565430
	Iteration 19Q: 3 clusters Score -6480731 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -6481019.000000 Penalty: 5493.565430
	Iteration 20F: 3 clusters Score -6481019 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -6481287.000000 Penalty: 5493.565430
	Iteration 21Q: 3 clusters Score -6481287 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -6481596.500000 Penalty: 5493.565430
	Iteration 22Q: 3 clusters Score -6481596 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -6481903.500000 Penalty: 5493.565430
	Iteration 23Q: 3 clusters Score -6481904 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -6482265.000000 Penalty: 5493.565430
	Iteration 24Q: 3 clusters Score -6482265 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -6482677.000000 Penalty: 5493.565430
	Iteration 25Q: 3 clusters Score -6482677 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -6483125.500000 Penalty: 5493.565430
	Iteration 26Q: 3 clusters Score -6483126 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -6483567.500000 Penalty: 5493.565430
	Iteration 27Q: 3 clusters Score -6483568 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -6484020.000000 Penalty: 5493.565430
	Iteration 28Q: 3 clusters Score -6484020 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -6484645.500000 Penalty: 5493.565430
	Iteration 29Q: 3 clusters Score -6484646 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -6485318.500000 Penalty: 5493.565430
	Iteration 30Q: 3 clusters Score -6485318 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -6485938.000000 Penalty: 5493.565430
	Iteration 31Q: 3 clusters Score -6485938 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -6486624.500000 Penalty: 5493.565430
	Iteration 32Q: 3 clusters Score -6486624 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 61536 members 
Entering Unmasked Estep 
Score: -6487225.000000 Penalty: 5493.565430
	Iteration 33Q: 3 clusters Score -6487225 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -6487788.000000 Penalty: 5493.565430
	Iteration 34Q: 3 clusters Score -6487788 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -6488260.000000 Penalty: 5493.565430
	Iteration 35Q: 3 clusters Score -6488260 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -6488499.500000 Penalty: 5493.565430
	Iteration 36Q: 3 clusters Score -6488500 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 62469 members 
Entering Unmasked Estep 
Score: -6488599.500000 Penalty: 5493.565430
	Iteration 37Q: 3 clusters Score -6488600 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -6488655.500000 Penalty: 5493.565430
	Iteration 38Q: 3 clusters Score -6488656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 62509 members 
Entering Unmasked Estep 
Score: -6488658.000000 Penalty: 5493.565430
	Iteration 39Q: 3 clusters Score -6488658 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -6488674.500000 Penalty: 5493.565430
	Iteration 40F: 3 clusters Score -6488674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -6488693.000000 Penalty: 5493.565430
	Iteration 41Q: 3 clusters Score -6488693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -6488702.000000 Penalty: 5493.565430
	Iteration 42Q: 3 clusters Score -6488702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -6488703.000000 Penalty: 5493.565430
	Iteration 43Q: 3 clusters Score -6488703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -6488697.000000 Penalty: 5493.565430
	Iteration 44Q: 3 clusters Score -6488697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -6488697.500000 Penalty: 5493.565430
	Iteration 45Q: 3 clusters Score -6488698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -6488706.500000 Penalty: 5493.565430
	Iteration 46Q: 3 clusters Score -6488706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -6488695.000000 Penalty: 5493.565430
	Iteration 47Q: 3 clusters Score -6488695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -6488701.500000 Penalty: 5493.565430
	Iteration 48Q: 3 clusters Score -6488702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -6488713.000000 Penalty: 5493.565430
	Iteration 49Q: 3 clusters Score -6488713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -6488715.000000 Penalty: 5493.565430
	Iteration 50Q: 3 clusters Score -6488715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -6488715.000000 Penalty: 5493.565430
	Iteration 51Q: 3 clusters Score -6488715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -6488712.000000 Penalty: 5493.565430
	Iteration 52Q: 3 clusters Score -6488712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -6488712.500000 Penalty: 5493.565430
	Iteration 53Q: 3 clusters Score -6488712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -6488711.000000 Penalty: 5493.565430
	Iteration 54Q: 3 clusters Score -6488711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -6488717.000000 Penalty: 5493.565430
	Iteration 55Q: 3 clusters Score -6488717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -6488719.000000 Penalty: 5493.565430
	Iteration 56Q: 3 clusters Score -6488719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -6488719.000000 Penalty: 5493.565430
	Iteration 57F: 3 clusters Score -6488719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Entering Unmasked Estep 
Score: -1484483.625000 Penalty: 2386.859863
	Iteration 0F: 2 clusters Score -1484484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1473473.125000 Penalty: 4773.719727
	Iteration 0F: 3 clusters Score -1473473 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1477025.875000 Penalty: 4773.719727
	Iteration 1F: 3 clusters Score -1477026 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1477419.625000 Penalty: 4773.719727
	Iteration 2F: 3 clusters Score -1477420 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1477742.500000 Penalty: 4773.719727
	Iteration 3F: 3 clusters Score -1477742 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1478036.000000 Penalty: 4773.719727
	Iteration 4Q: 3 clusters Score -1478036 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1478321.875000 Penalty: 4773.719727
	Iteration 5Q: 3 clusters Score -1478322 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1478658.375000 Penalty: 4773.719727
	Iteration 6Q: 3 clusters Score -1478658 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1479063.750000 Penalty: 4773.719727
	Iteration 7Q: 3 clusters Score -1479064 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1479542.000000 Penalty: 4773.719727
	Iteration 8Q: 3 clusters Score -1479542 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1480028.625000 Penalty: 4773.719727
	Iteration 9Q: 3 clusters Score -1480029 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1480436.125000 Penalty: 4773.719727
	Iteration 10Q: 3 clusters Score -1480436 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1480759.625000 Penalty: 4773.719727
	Iteration 11Q: 3 clusters Score -1480760 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1481001.625000 Penalty: 4773.719727
	Iteration 12Q: 3 clusters Score -1481002 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1481194.625000 Penalty: 4773.719727
	Iteration 13Q: 3 clusters Score -1481195 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1481378.375000 Penalty: 4773.719727
	Iteration 14Q: 3 clusters Score -1481378 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1481550.250000 Penalty: 4773.719727
	Iteration 15Q: 3 clusters Score -1481550 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1481695.375000 Penalty: 4773.719727
	Iteration 16Q: 3 clusters Score -1481695 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1481804.250000 Penalty: 4773.719727
	Iteration 17Q: 3 clusters Score -1481804 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1481902.250000 Penalty: 4773.719727
	Iteration 18Q: 3 clusters Score -1481902 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1481985.500000 Penalty: 4773.719727
	Iteration 19Q: 3 clusters Score -1481986 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1482064.500000 Penalty: 4773.719727
	Iteration 20F: 3 clusters Score -1482064 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1482125.875000 Penalty: 4773.719727
	Iteration 21Q: 3 clusters Score -1482126 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1482185.625000 Penalty: 4773.719727
	Iteration 22Q: 3 clusters Score -1482186 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1482251.000000 Penalty: 4773.719727
	Iteration 23Q: 3 clusters Score -1482251 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1482298.625000 Penalty: 4773.719727
	Iteration 24Q: 3 clusters Score -1482299 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1482330.500000 Penalty: 4773.719727
	Iteration 25Q: 3 clusters Score -1482330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1482353.375000 Penalty: 4773.719727
	Iteration 26Q: 3 clusters Score -1482353 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1482383.375000 Penalty: 4773.719727
	Iteration 27Q: 3 clusters Score -1482383 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1482397.250000 Penalty: 4773.719727
	Iteration 28Q: 3 clusters Score -1482397 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1482410.750000 Penalty: 4773.719727
	Iteration 29Q: 3 clusters Score -1482411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1482427.125000 Penalty: 4773.719727
	Iteration 30Q: 3 clusters Score -1482427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1482433.625000 Penalty: 4773.719727
	Iteration 31Q: 3 clusters Score -1482434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1482447.000000 Penalty: 4773.719727
	Iteration 32Q: 3 clusters Score -1482447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1482461.750000 Penalty: 4773.719727
	Iteration 33Q: 3 clusters Score -1482462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1482471.625000 Penalty: 4773.719727
	Iteration 34Q: 3 clusters Score -1482472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1482480.000000 Penalty: 4773.719727
	Iteration 35Q: 3 clusters Score -1482480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1482487.125000 Penalty: 4773.719727
	Iteration 36Q: 3 clusters Score -1482487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1482494.125000 Penalty: 4773.719727
	Iteration 37Q: 3 clusters Score -1482494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1482503.250000 Penalty: 4773.719727
	Iteration 38Q: 3 clusters Score -1482503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1482512.125000 Penalty: 4773.719727
	Iteration 39Q: 3 clusters Score -1482512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1482520.625000 Penalty: 4773.719727
	Iteration 40F: 3 clusters Score -1482521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1482525.250000 Penalty: 4773.719727
	Iteration 41Q: 3 clusters Score -1482525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1482534.375000 Penalty: 4773.719727
	Iteration 42Q: 3 clusters Score -1482534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1482537.125000 Penalty: 4773.719727
	Iteration 43Q: 3 clusters Score -1482537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1482545.250000 Penalty: 4773.719727
	Iteration 44Q: 3 clusters Score -1482545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1482558.125000 Penalty: 4773.719727
	Iteration 45Q: 3 clusters Score -1482558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1482562.875000 Penalty: 4773.719727
	Iteration 46Q: 3 clusters Score -1482563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1482572.125000 Penalty: 4773.719727
	Iteration 47Q: 3 clusters Score -1482572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1482577.625000 Penalty: 4773.719727
	Iteration 48Q: 3 clusters Score -1482578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1482584.500000 Penalty: 4773.719727
	Iteration 49Q: 3 clusters Score -1482584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1482589.000000 Penalty: 4773.719727
	Iteration 50Q: 3 clusters Score -1482589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1482593.875000 Penalty: 4773.719727
	Iteration 51Q: 3 clusters Score -1482594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1482596.500000 Penalty: 4773.719727
	Iteration 52Q: 3 clusters Score -1482596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1482596.500000 Penalty: 4773.719727
	Iteration 53Q: 3 clusters Score -1482596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1482597.000000 Penalty: 4773.719727
	Iteration 54Q: 3 clusters Score -1482597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1482599.750000 Penalty: 4773.719727
	Iteration 55Q: 3 clusters Score -1482600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1482600.125000 Penalty: 4773.719727
	Iteration 56Q: 3 clusters Score -1482600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1482600.125000 Penalty: 4773.719727
	Iteration 57F: 3 clusters Score -1482600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Entering Unmasked Estep 
Score: -1644033.375000 Penalty: 2414.385254
	Iteration 0F: 2 clusters Score -1644033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1631906.625000 Penalty: 4828.770508
	Iteration 0F: 3 clusters Score -1631907 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1636001.250000 Penalty: 4828.770508
	Iteration 1F: 3 clusters Score -1636001 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1636655.625000 Penalty: 4828.770508
	Iteration 2F: 3 clusters Score -1636656 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1637368.875000 Penalty: 4828.770508
	Iteration 3F: 3 clusters Score -1637369 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1638087.500000 Penalty: 4828.770508
	Iteration 4F: 3 clusters Score -1638088 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1638782.875000 Penalty: 4828.770508
	Iteration 5F: 3 clusters Score -1638783 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1639382.875000 Penalty: 4828.770508
	Iteration 6F: 3 clusters Score -1639383 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1639896.375000 Penalty: 4828.770508
	Iteration 7F: 3 clusters Score -1639896 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1640345.125000 Penalty: 4828.770508
	Iteration 8Q: 3 clusters Score -1640345 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1640801.125000 Penalty: 4828.770508
	Iteration 9Q: 3 clusters Score -1640801 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1641318.625000 Penalty: 4828.770508
	Iteration 10Q: 3 clusters Score -1641319 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1641763.875000 Penalty: 4828.770508
	Iteration 11Q: 3 clusters Score -1641764 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1642088.250000 Penalty: 4828.770508
	Iteration 12Q: 3 clusters Score -1642088 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1642351.500000 Penalty: 4828.770508
	Iteration 13Q: 3 clusters Score -1642352 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1642563.250000 Penalty: 4828.770508
	Iteration 14Q: 3 clusters Score -1642563 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1642726.375000 Penalty: 4828.770508
	Iteration 15Q: 3 clusters Score -1642726 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1642826.375000 Penalty: 4828.770508
	Iteration 16Q: 3 clusters Score -1642826 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1642896.750000 Penalty: 4828.770508
	Iteration 17Q: 3 clusters Score -1642897 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1642944.750000 Penalty: 4828.770508
	Iteration 18Q: 3 clusters Score -1642945 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1642986.375000 Penalty: 4828.770508
	Iteration 19Q: 3 clusters Score -1642986 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1643008.125000 Penalty: 4828.770508
	Iteration 20F: 3 clusters Score -1643008 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1643035.625000 Penalty: 4828.770508
	Iteration 21Q: 3 clusters Score -1643036 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1643046.125000 Penalty: 4828.770508
	Iteration 22Q: 3 clusters Score -1643046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1643053.125000 Penalty: 4828.770508
	Iteration 23Q: 3 clusters Score -1643053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1643060.000000 Penalty: 4828.770508
	Iteration 24Q: 3 clusters Score -1643060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1643064.875000 Penalty: 4828.770508
	Iteration 25Q: 3 clusters Score -1643065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1643067.625000 Penalty: 4828.770508
	Iteration 26Q: 3 clusters Score -1643068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1643070.125000 Penalty: 4828.770508
	Iteration 27Q: 3 clusters Score -1643070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1643076.500000 Penalty: 4828.770508
	Iteration 28Q: 3 clusters Score -1643076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1643084.125000 Penalty: 4828.770508
	Iteration 29Q: 3 clusters Score -1643084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1643095.250000 Penalty: 4828.770508
	Iteration 30Q: 3 clusters Score -1643095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1643101.375000 Penalty: 4828.770508
	Iteration 31Q: 3 clusters Score -1643101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1643106.750000 Penalty: 4828.770508
	Iteration 32Q: 3 clusters Score -1643107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1643105.500000 Penalty: 4828.770508
	Iteration 33Q: 3 clusters Score -1643106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1643111.000000 Penalty: 4828.770508
	Iteration 34Q: 3 clusters Score -1643111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1643115.500000 Penalty: 4828.770508
	Iteration 35Q: 3 clusters Score -1643116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1643113.500000 Penalty: 4828.770508
	Iteration 36Q: 3 clusters Score -1643114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1643110.125000 Penalty: 4828.770508
	Iteration 37Q: 3 clusters Score -1643110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1643113.375000 Penalty: 4828.770508
	Iteration 38Q: 3 clusters Score -1643113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1643117.625000 Penalty: 4828.770508
	Iteration 39Q: 3 clusters Score -1643118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1643120.625000 Penalty: 4828.770508
	Iteration 40F: 3 clusters Score -1643121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1643124.125000 Penalty: 4828.770508
	Iteration 41Q: 3 clusters Score -1643124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1643120.750000 Penalty: 4828.770508
	Iteration 42Q: 3 clusters Score -1643121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1643120.875000 Penalty: 4828.770508
	Iteration 43Q: 3 clusters Score -1643121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1643123.375000 Penalty: 4828.770508
	Iteration 44Q: 3 clusters Score -1643123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1643122.500000 Penalty: 4828.770508
	Iteration 45Q: 3 clusters Score -1643122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1643121.125000 Penalty: 4828.770508
	Iteration 46Q: 3 clusters Score -1643121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1643123.750000 Penalty: 4828.770508
	Iteration 47Q: 3 clusters Score -1643124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1643126.250000 Penalty: 4828.770508
	Iteration 48Q: 3 clusters Score -1643126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1643125.250000 Penalty: 4828.770508
	Iteration 49Q: 3 clusters Score -1643125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1643126.750000 Penalty: 4828.770508
	Iteration 50Q: 3 clusters Score -1643127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1643122.375000 Penalty: 4828.770508
	Iteration 51Q: 3 clusters Score -1643122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1643125.875000 Penalty: 4828.770508
	Iteration 52Q: 3 clusters Score -1643126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1643127.375000 Penalty: 4828.770508
	Iteration 53Q: 3 clusters Score -1643127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1643129.125000 Penalty: 4828.770508
	Iteration 54Q: 3 clusters Score -1643129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1643129.125000 Penalty: 4828.770508
	Iteration 55Q: 3 clusters Score -1643129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1643131.250000 Penalty: 4828.770508
	Iteration 56Q: 3 clusters Score -1643131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1643131.625000 Penalty: 4828.770508
	Iteration 57Q: 3 clusters Score -1643132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1643131.625000 Penalty: 4828.770508
	Iteration 58F: 3 clusters Score -1643132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Entering Unmasked Estep 
Score: -4126313.750000 Penalty: 2638.857910
	Iteration 0F: 2 clusters Score -4126314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -4098027.500000 Penalty: 5277.715820
	Iteration 0F: 3 clusters Score -4098028 nChanged 19149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -4108585.500000 Penalty: 5277.715820
	Iteration 1F: 3 clusters Score -4108586 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -4109114.250000 Penalty: 5277.715820
	Iteration 2Q: 3 clusters Score -4109114 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -4109596.000000 Penalty: 5277.715820
	Iteration 3Q: 3 clusters Score -4109596 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -4110104.000000 Penalty: 5277.715820
	Iteration 4Q: 3 clusters Score -4110104 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -4110720.000000 Penalty: 5277.715820
	Iteration 5Q: 3 clusters Score -4110720 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -4111388.500000 Penalty: 5277.715820
	Iteration 6Q: 3 clusters Score -4111388 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -4112148.750000 Penalty: 5277.715820
	Iteration 7Q: 3 clusters Score -4112149 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -4113043.500000 Penalty: 5277.715820
	Iteration 8Q: 3 clusters Score -4113044 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -4114023.750000 Penalty: 5277.715820
	Iteration 9Q: 3 clusters Score -4114024 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4115226.750000 Penalty: 5277.715820
	Iteration 10Q: 3 clusters Score -4115227 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -4116651.750000 Penalty: 5277.715820
	Iteration 11F: 3 clusters Score -4116652 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4118090.750000 Penalty: 5277.715820
	Iteration 12F: 3 clusters Score -4118091 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -4119378.500000 Penalty: 5277.715820
	Iteration 13Q: 3 clusters Score -4119378 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -4120390.000000 Penalty: 5277.715820
	Iteration 14Q: 3 clusters Score -4120390 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -4121037.000000 Penalty: 5277.715820
	Iteration 15Q: 3 clusters Score -4121037 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -4121403.500000 Penalty: 5277.715820
	Iteration 16Q: 3 clusters Score -4121404 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -4121626.750000 Penalty: 5277.715820
	Iteration 17Q: 3 clusters Score -4121627 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -4121797.250000 Penalty: 5277.715820
	Iteration 18Q: 3 clusters Score -4121797 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -4121922.250000 Penalty: 5277.715820
	Iteration 19Q: 3 clusters Score -4121922 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -4122049.500000 Penalty: 5277.715820
	Iteration 20F: 3 clusters Score -4122050 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -4122105.000000 Penalty: 5277.715820
	Iteration 21Q: 3 clusters Score -4122105 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -4122192.250000 Penalty: 5277.715820
	Iteration 22Q: 3 clusters Score -4122192 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -4122291.750000 Penalty: 5277.715820
	Iteration 23Q: 3 clusters Score -4122292 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -4122373.250000 Penalty: 5277.715820
	Iteration 24Q: 3 clusters Score -4122373 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -4122451.750000 Penalty: 5277.715820
	Iteration 25Q: 3 clusters Score -4122452 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -4122525.750000 Penalty: 5277.715820
	Iteration 26Q: 3 clusters Score -4122526 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -4122602.000000 Penalty: 5277.715820
	Iteration 27Q: 3 clusters Score -4122602 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -4122658.000000 Penalty: 5277.715820
	Iteration 28Q: 3 clusters Score -4122658 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -4122704.000000 Penalty: 5277.715820
	Iteration 29Q: 3 clusters Score -4122704 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -4122759.250000 Penalty: 5277.715820
	Iteration 30Q: 3 clusters Score -4122759 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -4122834.750000 Penalty: 5277.715820
	Iteration 31Q: 3 clusters Score -4122835 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -4122886.250000 Penalty: 5277.715820
	Iteration 32Q: 3 clusters Score -4122886 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -4122947.750000 Penalty: 5277.715820
	Iteration 33Q: 3 clusters Score -4122948 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -4123016.250000 Penalty: 5277.715820
	Iteration 34Q: 3 clusters Score -4123016 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -4123076.750000 Penalty: 5277.715820
	Iteration 35Q: 3 clusters Score -4123077 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -4123138.000000 Penalty: 5277.715820
	Iteration 36Q: 3 clusters Score -4123138 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -4123197.250000 Penalty: 5277.715820
	Iteration 37Q: 3 clusters Score -4123197 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -4123253.250000 Penalty: 5277.715820
	Iteration 38Q: 3 clusters Score -4123253 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -4123292.000000 Penalty: 5277.715820
	Iteration 39Q: 3 clusters Score -4123292 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -4123351.000000 Penalty: 5277.715820
	Iteration 40F: 3 clusters Score -4123351 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -4123409.250000 Penalty: 5277.715820
	Iteration 41Q: 3 clusters Score -4123409 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -4123450.750000 Penalty: 5277.715820
	Iteration 42Q: 3 clusters Score -4123451 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -4123507.000000 Penalty: 5277.715820
	Iteration 43Q: 3 clusters Score -4123507 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -4123574.750000 Penalty: 5277.715820
	Iteration 44Q: 3 clusters Score -4123575 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -4123652.250000 Penalty: 5277.715820
	Iteration 45Q: 3 clusters Score -4123652 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -4123708.500000 Penalty: 5277.715820
	Iteration 46Q: 3 clusters Score -4123708 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -4123784.000000 Penalty: 5277.715820
	Iteration 47Q: 3 clusters Score -4123784 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -4123853.000000 Penalty: 5277.715820
	Iteration 48Q: 3 clusters Score -4123853 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -4123949.250000 Penalty: 5277.715820
	Iteration 49Q: 3 clusters Score -4123949 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -4124005.500000 Penalty: 5277.715820
	Iteration 50Q: 3 clusters Score -4124006 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4124087.250000 Penalty: 5277.715820
	Iteration 51Q: 3 clusters Score -4124087 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -4124153.250000 Penalty: 5277.715820
	Iteration 52Q: 3 clusters Score -4124153 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -4124236.750000 Penalty: 5277.715820
	Iteration 53Q: 3 clusters Score -4124237 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4124342.250000 Penalty: 5277.715820
	Iteration 54Q: 3 clusters Score -4124342 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -4124430.500000 Penalty: 5277.715820
	Iteration 55Q: 3 clusters Score -4124430 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4124477.250000 Penalty: 5277.715820
	Iteration 56Q: 3 clusters Score -4124477 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -4124555.500000 Penalty: 5277.715820
	Iteration 57Q: 3 clusters Score -4124556 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4124607.750000 Penalty: 5277.715820
	Iteration 58Q: 3 clusters Score -4124608 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4124632.750000 Penalty: 5277.715820
	Iteration 59Q: 3 clusters Score -4124633 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4124660.000000 Penalty: 5277.715820
	Iteration 60F: 3 clusters Score -4124660 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4124667.000000 Penalty: 5277.715820
	Iteration 61Q: 3 clusters Score -4124667 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4124686.250000 Penalty: 5277.715820
	Iteration 62Q: 3 clusters Score -4124686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4124699.250000 Penalty: 5277.715820
	Iteration 63Q: 3 clusters Score -4124699 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -4124710.500000 Penalty: 5277.715820
	Iteration 64Q: 3 clusters Score -4124710 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -4124718.000000 Penalty: 5277.715820
	Iteration 65Q: 3 clusters Score -4124718 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -4124736.250000 Penalty: 5277.715820
	Iteration 66Q: 3 clusters Score -4124736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4124743.250000 Penalty: 5277.715820
	Iteration 67Q: 3 clusters Score -4124743 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4124758.500000 Penalty: 5277.715820
	Iteration 68Q: 3 clusters Score -4124758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4124775.250000 Penalty: 5277.715820
	Iteration 69Q: 3 clusters Score -4124775 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4124787.500000 Penalty: 5277.715820
	Iteration 70Q: 3 clusters Score -4124788 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4124782.250000 Penalty: 5277.715820
	Iteration 71Q: 3 clusters Score -4124782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4124797.000000 Penalty: 5277.715820
	Iteration 72Q: 3 clusters Score -4124797 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4124815.000000 Penalty: 5277.715820
	Iteration 73Q: 3 clusters Score -4124815 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4124839.250000 Penalty: 5277.715820
	Iteration 74Q: 3 clusters Score -4124839 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4124846.500000 Penalty: 5277.715820
	Iteration 75Q: 3 clusters Score -4124846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4124871.250000 Penalty: 5277.715820
	Iteration 76Q: 3 clusters Score -4124871 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4124875.500000 Penalty: 5277.715820
	Iteration 77Q: 3 clusters Score -4124876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4124893.750000 Penalty: 5277.715820
	Iteration 78Q: 3 clusters Score -4124894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4124904.250000 Penalty: 5277.715820
	Iteration 79Q: 3 clusters Score -4124904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4124914.750000 Penalty: 5277.715820
	Iteration 80F: 3 clusters Score -4124915 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4124936.750000 Penalty: 5277.715820
	Iteration 81Q: 3 clusters Score -4124937 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4124946.750000 Penalty: 5277.715820
	Iteration 82Q: 3 clusters Score -4124947 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4124962.500000 Penalty: 5277.715820
	Iteration 83Q: 3 clusters Score -4124962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4124974.000000 Penalty: 5277.715820
	Iteration 84Q: 3 clusters Score -4124974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4124992.750000 Penalty: 5277.715820
	Iteration 85Q: 3 clusters Score -4124993 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4125000.250000 Penalty: 5277.715820
	Iteration 86Q: 3 clusters Score -4125000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4125009.000000 Penalty: 5277.715820
	Iteration 87Q: 3 clusters Score -4125009 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4125014.750000 Penalty: 5277.715820
	Iteration 88Q: 3 clusters Score -4125015 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4125024.250000 Penalty: 5277.715820
	Iteration 89Q: 3 clusters Score -4125024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4125036.000000 Penalty: 5277.715820
	Iteration 90Q: 3 clusters Score -4125036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4125046.750000 Penalty: 5277.715820
	Iteration 91Q: 3 clusters Score -4125047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4125062.000000 Penalty: 5277.715820
	Iteration 92Q: 3 clusters Score -4125062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4125077.750000 Penalty: 5277.715820
	Iteration 93Q: 3 clusters Score -4125078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4125085.500000 Penalty: 5277.715820
	Iteration 94Q: 3 clusters Score -4125086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4125118.000000 Penalty: 5277.715820
	Iteration 95Q: 3 clusters Score -4125118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4125137.750000 Penalty: 5277.715820
	Iteration 96Q: 3 clusters Score -4125138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4125151.500000 Penalty: 5277.715820
	Iteration 97Q: 3 clusters Score -4125152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4125160.750000 Penalty: 5277.715820
	Iteration 98Q: 3 clusters Score -4125161 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4125180.750000 Penalty: 5277.715820
	Iteration 99Q: 3 clusters Score -4125181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4125204.250000 Penalty: 5277.715820
	Iteration 100F: 3 clusters Score -4125204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4125214.000000 Penalty: 5277.715820
	Iteration 101Q: 3 clusters Score -4125214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4125223.000000 Penalty: 5277.715820
	Iteration 102Q: 3 clusters Score -4125223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4125251.500000 Penalty: 5277.715820
	Iteration 103Q: 3 clusters Score -4125252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4125259.500000 Penalty: 5277.715820
	Iteration 104Q: 3 clusters Score -4125260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4125288.000000 Penalty: 5277.715820
	Iteration 105Q: 3 clusters Score -4125288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4125326.750000 Penalty: 5277.715820
	Iteration 106Q: 3 clusters Score -4125327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4125335.250000 Penalty: 5277.715820
	Iteration 107Q: 3 clusters Score -4125335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4125346.500000 Penalty: 5277.715820
	Iteration 108Q: 3 clusters Score -4125346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4125349.750000 Penalty: 5277.715820
	Iteration 109Q: 3 clusters Score -4125350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4125359.000000 Penalty: 5277.715820
	Iteration 110Q: 3 clusters Score -4125359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4125358.250000 Penalty: 5277.715820
	Iteration 111Q: 3 clusters Score -4125358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4125365.250000 Penalty: 5277.715820
	Iteration 112Q: 3 clusters Score -4125365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4125373.750000 Penalty: 5277.715820
	Iteration 113Q: 3 clusters Score -4125374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4125374.250000 Penalty: 5277.715820
	Iteration 114Q: 3 clusters Score -4125374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4125376.000000 Penalty: 5277.715820
	Iteration 115Q: 3 clusters Score -4125376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4125377.750000 Penalty: 5277.715820
	Iteration 116Q: 3 clusters Score -4125378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4125376.250000 Penalty: 5277.715820
	Iteration 117Q: 3 clusters Score -4125376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4125378.500000 Penalty: 5277.715820
	Iteration 118Q: 3 clusters Score -4125378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4125377.500000 Penalty: 5277.715820
	Iteration 119Q: 3 clusters Score -4125378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4125378.750000 Penalty: 5277.715820
	Iteration 120F: 3 clusters Score -4125379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4125379.500000 Penalty: 5277.715820
	Iteration 121Q: 3 clusters Score -4125380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4125381.000000 Penalty: 5277.715820
	Iteration 122Q: 3 clusters Score -4125381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4125382.500000 Penalty: 5277.715820
	Iteration 123Q: 3 clusters Score -4125382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4125382.500000 Penalty: 5277.715820
	Iteration 124F: 3 clusters Score -4125382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Entering Unmasked Estep 
Score: -1984415.750000 Penalty: 2458.949463
	Iteration 0F: 2 clusters Score -1984416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1970085.250000 Penalty: 4917.898926
	Iteration 0F: 3 clusters Score -1970085 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1975099.125000 Penalty: 4917.898926
	Iteration 1F: 3 clusters Score -1975099 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1975607.375000 Penalty: 4917.898926
	Iteration 2F: 3 clusters Score -1975607 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1976098.250000 Penalty: 4917.898926
	Iteration 3F: 3 clusters Score -1976098 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1976619.625000 Penalty: 4917.898926
	Iteration 4F: 3 clusters Score -1976620 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1977154.500000 Penalty: 4917.898926
	Iteration 5F: 3 clusters Score -1977154 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1977652.125000 Penalty: 4917.898926
	Iteration 6Q: 3 clusters Score -1977652 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1978135.875000 Penalty: 4917.898926
	Iteration 7Q: 3 clusters Score -1978136 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1978517.750000 Penalty: 4917.898926
	Iteration 8Q: 3 clusters Score -1978518 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1978791.875000 Penalty: 4917.898926
	Iteration 9Q: 3 clusters Score -1978792 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1978993.500000 Penalty: 4917.898926
	Iteration 10Q: 3 clusters Score -1978994 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1979116.250000 Penalty: 4917.898926
	Iteration 11Q: 3 clusters Score -1979116 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1979218.625000 Penalty: 4917.898926
	Iteration 12Q: 3 clusters Score -1979219 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1979311.750000 Penalty: 4917.898926
	Iteration 13Q: 3 clusters Score -1979312 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1979413.500000 Penalty: 4917.898926
	Iteration 14Q: 3 clusters Score -1979414 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1979505.375000 Penalty: 4917.898926
	Iteration 15Q: 3 clusters Score -1979505 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1979573.875000 Penalty: 4917.898926
	Iteration 16Q: 3 clusters Score -1979574 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1979643.375000 Penalty: 4917.898926
	Iteration 17Q: 3 clusters Score -1979643 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1979723.000000 Penalty: 4917.898926
	Iteration 18Q: 3 clusters Score -1979723 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1979794.375000 Penalty: 4917.898926
	Iteration 19Q: 3 clusters Score -1979794 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1979850.625000 Penalty: 4917.898926
	Iteration 20F: 3 clusters Score -1979851 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1979917.000000 Penalty: 4917.898926
	Iteration 21Q: 3 clusters Score -1979917 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1979989.500000 Penalty: 4917.898926
	Iteration 22Q: 3 clusters Score -1979990 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1980064.125000 Penalty: 4917.898926
	Iteration 23Q: 3 clusters Score -1980064 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1980155.500000 Penalty: 4917.898926
	Iteration 24Q: 3 clusters Score -1980156 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1980277.250000 Penalty: 4917.898926
	Iteration 25Q: 3 clusters Score -1980277 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1980424.750000 Penalty: 4917.898926
	Iteration 26Q: 3 clusters Score -1980425 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1980616.125000 Penalty: 4917.898926
	Iteration 27Q: 3 clusters Score -1980616 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1980842.750000 Penalty: 4917.898926
	Iteration 28Q: 3 clusters Score -1980843 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1981084.500000 Penalty: 4917.898926
	Iteration 29Q: 3 clusters Score -1981084 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1981301.625000 Penalty: 4917.898926
	Iteration 30Q: 3 clusters Score -1981302 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1981528.625000 Penalty: 4917.898926
	Iteration 31Q: 3 clusters Score -1981529 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1981721.125000 Penalty: 4917.898926
	Iteration 32Q: 3 clusters Score -1981721 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1981876.000000 Penalty: 4917.898926
	Iteration 33Q: 3 clusters Score -1981876 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1981965.750000 Penalty: 4917.898926
	Iteration 34Q: 3 clusters Score -1981966 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1982041.250000 Penalty: 4917.898926
	Iteration 35Q: 3 clusters Score -1982041 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1982100.000000 Penalty: 4917.898926
	Iteration 36Q: 3 clusters Score -1982100 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -1982135.750000 Penalty: 4917.898926
	Iteration 37Q: 3 clusters Score -1982136 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -1982178.875000 Penalty: 4917.898926
	Iteration 38Q: 3 clusters Score -1982179 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -1982201.375000 Penalty: 4917.898926
	Iteration 39Q: 3 clusters Score -1982201 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -1982221.750000 Penalty: 4917.898926
	Iteration 40F: 3 clusters Score -1982222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -1982235.625000 Penalty: 4917.898926
	Iteration 41Q: 3 clusters Score -1982236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -1982259.375000 Penalty: 4917.898926
	Iteration 42Q: 3 clusters Score -1982259 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -1982271.500000 Penalty: 4917.898926
	Iteration 43Q: 3 clusters Score -1982272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -1982278.250000 Penalty: 4917.898926
	Iteration 44Q: 3 clusters Score -1982278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -1982289.750000 Penalty: 4917.898926
	Iteration 45Q: 3 clusters Score -1982290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1982291.250000 Penalty: 4917.898926
	Iteration 46Q: 3 clusters Score -1982291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -1982295.625000 Penalty: 4917.898926
	Iteration 47Q: 3 clusters Score -1982296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -1982300.500000 Penalty: 4917.898926
	Iteration 48Q: 3 clusters Score -1982300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -1982303.750000 Penalty: 4917.898926
	Iteration 49Q: 3 clusters Score -1982304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -1982304.625000 Penalty: 4917.898926
	Iteration 50Q: 3 clusters Score -1982305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -1982307.250000 Penalty: 4917.898926
	Iteration 51Q: 3 clusters Score -1982307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -1982312.500000 Penalty: 4917.898926
	Iteration 52Q: 3 clusters Score -1982312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -1982313.250000 Penalty: 4917.898926
	Iteration 53Q: 3 clusters Score -1982313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1982321.000000 Penalty: 4917.898926
	Iteration 54Q: 3 clusters Score -1982321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1982320.250000 Penalty: 4917.898926
	Iteration 55Q: 3 clusters Score -1982320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -1982320.375000 Penalty: 4917.898926
	Iteration 56Q: 3 clusters Score -1982320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -1982324.625000 Penalty: 4917.898926
	Iteration 57Q: 3 clusters Score -1982325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1982327.875000 Penalty: 4917.898926
	Iteration 58Q: 3 clusters Score -1982328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -1982325.625000 Penalty: 4917.898926
	Iteration 59Q: 3 clusters Score -1982326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -1982326.000000 Penalty: 4917.898926
	Iteration 60F: 3 clusters Score -1982326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -1982328.375000 Penalty: 4917.898926
	Iteration 61Q: 3 clusters Score -1982328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -1982329.500000 Penalty: 4917.898926
	Iteration 62Q: 3 clusters Score -1982330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -1982333.250000 Penalty: 4917.898926
	Iteration 63Q: 3 clusters Score -1982333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -1982336.625000 Penalty: 4917.898926
	Iteration 64Q: 3 clusters Score -1982337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -1982338.500000 Penalty: 4917.898926
	Iteration 65Q: 3 clusters Score -1982338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -1982345.625000 Penalty: 4917.898926
	Iteration 66Q: 3 clusters Score -1982346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -1982342.875000 Penalty: 4917.898926
	Iteration 67Q: 3 clusters Score -1982343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1982340.000000 Penalty: 4917.898926
	Iteration 68Q: 3 clusters Score -1982340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -1982343.000000 Penalty: 4917.898926
	Iteration 69Q: 3 clusters Score -1982343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1982344.125000 Penalty: 4917.898926
	Iteration 70Q: 3 clusters Score -1982344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -1982346.375000 Penalty: 4917.898926
	Iteration 71Q: 3 clusters Score -1982346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1982347.000000 Penalty: 4917.898926
	Iteration 72Q: 3 clusters Score -1982347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1982349.125000 Penalty: 4917.898926
	Iteration 73Q: 3 clusters Score -1982349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -1982348.375000 Penalty: 4917.898926
	Iteration 74Q: 3 clusters Score -1982348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -1982352.625000 Penalty: 4917.898926
	Iteration 75Q: 3 clusters Score -1982353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -1982353.375000 Penalty: 4917.898926
	Iteration 76Q: 3 clusters Score -1982353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1982352.000000 Penalty: 4917.898926
	Iteration 77Q: 3 clusters Score -1982352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -1982354.750000 Penalty: 4917.898926
	Iteration 78Q: 3 clusters Score -1982355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -1982356.625000 Penalty: 4917.898926
	Iteration 79Q: 3 clusters Score -1982357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -1982356.625000 Penalty: 4917.898926
	Iteration 80F: 3 clusters Score -1982357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Entering Unmasked Estep 
Score: -2156089.000000 Penalty: 2498.934082
	Iteration 0F: 2 clusters Score -2156089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2139492.000000 Penalty: 4997.868164
	Iteration 0F: 3 clusters Score -2139492 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2145354.250000 Penalty: 4997.868164
	Iteration 1F: 3 clusters Score -2145354 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2146135.250000 Penalty: 4997.868164
	Iteration 2F: 3 clusters Score -2146135 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2146999.750000 Penalty: 4997.868164
	Iteration 3F: 3 clusters Score -2147000 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2148062.500000 Penalty: 4997.868164
	Iteration 4F: 3 clusters Score -2148062 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2149272.250000 Penalty: 4997.868164
	Iteration 5F: 3 clusters Score -2149272 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2150657.500000 Penalty: 4997.868164
	Iteration 6F: 3 clusters Score -2150658 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2152047.500000 Penalty: 4997.868164
	Iteration 7F: 3 clusters Score -2152048 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2153295.250000 Penalty: 4997.868164
	Iteration 8F: 3 clusters Score -2153295 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2154186.250000 Penalty: 4997.868164
	Iteration 9Q: 3 clusters Score -2154186 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2154725.750000 Penalty: 4997.868164
	Iteration 10Q: 3 clusters Score -2154726 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2155069.000000 Penalty: 4997.868164
	Iteration 11Q: 3 clusters Score -2155069 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2155279.500000 Penalty: 4997.868164
	Iteration 12Q: 3 clusters Score -2155280 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2155393.500000 Penalty: 4997.868164
	Iteration 13Q: 3 clusters Score -2155394 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2155451.000000 Penalty: 4997.868164
	Iteration 14Q: 3 clusters Score -2155451 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2155487.000000 Penalty: 4997.868164
	Iteration 15Q: 3 clusters Score -2155487 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2155509.250000 Penalty: 4997.868164
	Iteration 16Q: 3 clusters Score -2155509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2155523.250000 Penalty: 4997.868164
	Iteration 17Q: 3 clusters Score -2155523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2155532.000000 Penalty: 4997.868164
	Iteration 18Q: 3 clusters Score -2155532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2155545.750000 Penalty: 4997.868164
	Iteration 19Q: 3 clusters Score -2155546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2155550.250000 Penalty: 4997.868164
	Iteration 20F: 3 clusters Score -2155550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2155552.000000 Penalty: 4997.868164
	Iteration 21Q: 3 clusters Score -2155552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2155558.500000 Penalty: 4997.868164
	Iteration 22Q: 3 clusters Score -2155558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2155558.000000 Penalty: 4997.868164
	Iteration 23Q: 3 clusters Score -2155558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2155559.250000 Penalty: 4997.868164
	Iteration 24Q: 3 clusters Score -2155559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2155556.750000 Penalty: 4997.868164
	Iteration 25Q: 3 clusters Score -2155557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2155563.000000 Penalty: 4997.868164
	Iteration 26Q: 3 clusters Score -2155563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2155565.500000 Penalty: 4997.868164
	Iteration 27Q: 3 clusters Score -2155566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2155566.250000 Penalty: 4997.868164
	Iteration 28Q: 3 clusters Score -2155566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2155565.000000 Penalty: 4997.868164
	Iteration 29Q: 3 clusters Score -2155565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2155565.000000 Penalty: 4997.868164
	Iteration 30F: 3 clusters Score -2155565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Entering Unmasked Estep 
Score: -2474200.750000 Penalty: 2502.198730
	Iteration 0F: 2 clusters Score -2474201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2457492.250000 Penalty: 5004.397461
	Iteration 0F: 3 clusters Score -2457492 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2463312.750000 Penalty: 5004.397461
	Iteration 1F: 3 clusters Score -2463313 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2463765.750000 Penalty: 5004.397461
	Iteration 2F: 3 clusters Score -2463766 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2464211.000000 Penalty: 5004.397461
	Iteration 3Q: 3 clusters Score -2464211 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2464656.500000 Penalty: 5004.397461
	Iteration 4Q: 3 clusters Score -2464656 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2465143.250000 Penalty: 5004.397461
	Iteration 5Q: 3 clusters Score -2465143 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2465735.500000 Penalty: 5004.397461
	Iteration 6Q: 3 clusters Score -2465736 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2466504.500000 Penalty: 5004.397461
	Iteration 7F: 3 clusters Score -2466504 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2467512.250000 Penalty: 5004.397461
	Iteration 8F: 3 clusters Score -2467512 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2468618.500000 Penalty: 5004.397461
	Iteration 9F: 3 clusters Score -2468618 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2469594.000000 Penalty: 5004.397461
	Iteration 10Q: 3 clusters Score -2469594 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2470363.500000 Penalty: 5004.397461
	Iteration 11Q: 3 clusters Score -2470364 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2470902.750000 Penalty: 5004.397461
	Iteration 12Q: 3 clusters Score -2470903 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2471264.250000 Penalty: 5004.397461
	Iteration 13Q: 3 clusters Score -2471264 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2471505.000000 Penalty: 5004.397461
	Iteration 14Q: 3 clusters Score -2471505 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2471686.000000 Penalty: 5004.397461
	Iteration 15Q: 3 clusters Score -2471686 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2471799.000000 Penalty: 5004.397461
	Iteration 16Q: 3 clusters Score -2471799 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2471875.000000 Penalty: 5004.397461
	Iteration 17Q: 3 clusters Score -2471875 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2471922.500000 Penalty: 5004.397461
	Iteration 18Q: 3 clusters Score -2471922 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2471962.000000 Penalty: 5004.397461
	Iteration 19Q: 3 clusters Score -2471962 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2471998.000000 Penalty: 5004.397461
	Iteration 20F: 3 clusters Score -2471998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2472018.500000 Penalty: 5004.397461
	Iteration 21Q: 3 clusters Score -2472018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2472036.000000 Penalty: 5004.397461
	Iteration 22Q: 3 clusters Score -2472036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2472044.500000 Penalty: 5004.397461
	Iteration 23Q: 3 clusters Score -2472044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2472051.500000 Penalty: 5004.397461
	Iteration 24Q: 3 clusters Score -2472052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2472057.000000 Penalty: 5004.397461
	Iteration 25Q: 3 clusters Score -2472057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2472067.250000 Penalty: 5004.397461
	Iteration 26Q: 3 clusters Score -2472067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2472075.750000 Penalty: 5004.397461
	Iteration 27Q: 3 clusters Score -2472076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2472079.250000 Penalty: 5004.397461
	Iteration 28Q: 3 clusters Score -2472079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2472083.750000 Penalty: 5004.397461
	Iteration 29Q: 3 clusters Score -2472084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2472083.750000 Penalty: 5004.397461
	Iteration 30Q: 3 clusters Score -2472084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2472086.000000 Penalty: 5004.397461
	Iteration 31Q: 3 clusters Score -2472086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2472087.000000 Penalty: 5004.397461
	Iteration 32Q: 3 clusters Score -2472087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2472090.500000 Penalty: 5004.397461
	Iteration 33Q: 3 clusters Score -2472090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2472091.250000 Penalty: 5004.397461
	Iteration 34Q: 3 clusters Score -2472091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2472092.750000 Penalty: 5004.397461
	Iteration 35Q: 3 clusters Score -2472093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2472095.500000 Penalty: 5004.397461
	Iteration 36Q: 3 clusters Score -2472096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2472094.250000 Penalty: 5004.397461
	Iteration 37Q: 3 clusters Score -2472094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2472096.500000 Penalty: 5004.397461
	Iteration 38Q: 3 clusters Score -2472096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2472098.500000 Penalty: 5004.397461
	Iteration 39Q: 3 clusters Score -2472098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2472099.250000 Penalty: 5004.397461
	Iteration 40F: 3 clusters Score -2472099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2472103.250000 Penalty: 5004.397461
	Iteration 41Q: 3 clusters Score -2472103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2472101.750000 Penalty: 5004.397461
	Iteration 42Q: 3 clusters Score -2472102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2472101.750000 Penalty: 5004.397461
	Iteration 43F: 3 clusters Score -2472102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Entering Unmasked Estep 
Score: -977669.062500 Penalty: 2284.833008
	Iteration 0F: 2 clusters Score -977669.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -969944.000000 Penalty: 4569.666016
	Iteration 0F: 3 clusters Score -969944 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -972355.500000 Penalty: 4569.666016
	Iteration 1F: 3 clusters Score -972355.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -972711.875000 Penalty: 4569.666016
	Iteration 2F: 3 clusters Score -972711.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -972999.687500 Penalty: 4569.666016
	Iteration 3F: 3 clusters Score -972999.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -973268.312500 Penalty: 4569.666016
	Iteration 4Q: 3 clusters Score -973268.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -973523.437500 Penalty: 4569.666016
	Iteration 5Q: 3 clusters Score -973523.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -973785.875000 Penalty: 4569.666016
	Iteration 6Q: 3 clusters Score -973785.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -974039.187500 Penalty: 4569.666016
	Iteration 7Q: 3 clusters Score -974039.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -974276.250000 Penalty: 4569.666016
	Iteration 8Q: 3 clusters Score -974276.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -974474.187500 Penalty: 4569.666016
	Iteration 9Q: 3 clusters Score -974474.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -974646.687500 Penalty: 4569.666016
	Iteration 10Q: 3 clusters Score -974646.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -974803.625000 Penalty: 4569.666016
	Iteration 11Q: 3 clusters Score -974803.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -974925.375000 Penalty: 4569.666016
	Iteration 12Q: 3 clusters Score -974925.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -975031.437500 Penalty: 4569.666016
	Iteration 13Q: 3 clusters Score -975031.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -975119.062500 Penalty: 4569.666016
	Iteration 14Q: 3 clusters Score -975119.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -975190.687500 Penalty: 4569.666016
	Iteration 15Q: 3 clusters Score -975190.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -975251.312500 Penalty: 4569.666016
	Iteration 16Q: 3 clusters Score -975251.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -975304.625000 Penalty: 4569.666016
	Iteration 17Q: 3 clusters Score -975304.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -975356.687500 Penalty: 4569.666016
	Iteration 18Q: 3 clusters Score -975356.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -975397.625000 Penalty: 4569.666016
	Iteration 19Q: 3 clusters Score -975397.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -975433.437500 Penalty: 4569.666016
	Iteration 20F: 3 clusters Score -975433.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -975472.500000 Penalty: 4569.666016
	Iteration 21Q: 3 clusters Score -975472.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -975507.562500 Penalty: 4569.666016
	Iteration 22Q: 3 clusters Score -975507.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -975542.875000 Penalty: 4569.666016
	Iteration 23Q: 3 clusters Score -975542.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -975580.187500 Penalty: 4569.666016
	Iteration 24Q: 3 clusters Score -975580.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -975613.250000 Penalty: 4569.666016
	Iteration 25Q: 3 clusters Score -975613.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -975647.312500 Penalty: 4569.666016
	Iteration 26Q: 3 clusters Score -975647.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -975675.250000 Penalty: 4569.666016
	Iteration 27Q: 3 clusters Score -975675.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -975702.687500 Penalty: 4569.666016
	Iteration 28Q: 3 clusters Score -975702.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -975724.562500 Penalty: 4569.666016
	Iteration 29Q: 3 clusters Score -975724.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -975748.937500 Penalty: 4569.666016
	Iteration 30Q: 3 clusters Score -975748.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -975776.375000 Penalty: 4569.666016
	Iteration 31Q: 3 clusters Score -975776.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -975820.125000 Penalty: 4569.666016
	Iteration 32Q: 3 clusters Score -975820.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -975858.750000 Penalty: 4569.666016
	Iteration 33Q: 3 clusters Score -975858.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -975910.437500 Penalty: 4569.666016
	Iteration 34Q: 3 clusters Score -975910.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -975983.625000 Penalty: 4569.666016
	Iteration 35Q: 3 clusters Score -975983.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -976061.375000 Penalty: 4569.666016
	Iteration 36Q: 3 clusters Score -976061.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -976117.562500 Penalty: 4569.666016
	Iteration 37Q: 3 clusters Score -976117.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -976174.187500 Penalty: 4569.666016
	Iteration 38Q: 3 clusters Score -976174.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -976217.500000 Penalty: 4569.666016
	Iteration 39Q: 3 clusters Score -976217.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -976260.437500 Penalty: 4569.666016
	Iteration 40F: 3 clusters Score -976260.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -976284.750000 Penalty: 4569.666016
	Iteration 41Q: 3 clusters Score -976284.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -976302.062500 Penalty: 4569.666016
	Iteration 42Q: 3 clusters Score -976302.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -976316.187500 Penalty: 4569.666016
	Iteration 43Q: 3 clusters Score -976316.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -976321.437500 Penalty: 4569.666016
	Iteration 44Q: 3 clusters Score -976321.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -976325.187500 Penalty: 4569.666016
	Iteration 45Q: 3 clusters Score -976325.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -976326.000000 Penalty: 4569.666016
	Iteration 46Q: 3 clusters Score -976326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -976328.687500 Penalty: 4569.666016
	Iteration 47Q: 3 clusters Score -976328.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -976330.562500 Penalty: 4569.666016
	Iteration 48Q: 3 clusters Score -976330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -976330.687500 Penalty: 4569.666016
	Iteration 49Q: 3 clusters Score -976330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -976330.812500 Penalty: 4569.666016
	Iteration 50Q: 3 clusters Score -976330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -976330.562500 Penalty: 4569.666016
	Iteration 51Q: 3 clusters Score -976330.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -976332.937500 Penalty: 4569.666016
	Iteration 52Q: 3 clusters Score -976332.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -976333.562500 Penalty: 4569.666016
	Iteration 53Q: 3 clusters Score -976333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -976334.625000 Penalty: 4569.666016
	Iteration 54Q: 3 clusters Score -976334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -976335.625000 Penalty: 4569.666016
	Iteration 55Q: 3 clusters Score -976335.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -976338.562500 Penalty: 4569.666016
	Iteration 56Q: 3 clusters Score -976338.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -976340.125000 Penalty: 4569.666016
	Iteration 57Q: 3 clusters Score -976340.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -976338.375000 Penalty: 4569.666016
	Iteration 58Q: 3 clusters Score -976338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -976338.375000 Penalty: 4569.666016
	Iteration 59F: 3 clusters Score -976338.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161521 members 
Entering Unmasked Estep 
Score: -16391601.000000 Penalty: 2974.112793
	Iteration 0F: 2 clusters Score -1.63916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80961 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -16283215.000000 Penalty: 5948.225586
	Iteration 0F: 3 clusters Score -1.628322e+07 nChanged 77541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -16328926.000000 Penalty: 5948.225586
	Iteration 1F: 3 clusters Score -1.632893e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84981 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -16330487.000000 Penalty: 5948.225586
	Iteration 2Q: 3 clusters Score -1.633049e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 74417 members 
Entering Unmasked Estep 
Score: -16332456.000000 Penalty: 5948.225586
	Iteration 3Q: 3 clusters Score -1.633246e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90377 members 
Mstep: Class 2 contains 71144 members 
Entering Unmasked Estep 
Score: -16335711.000000 Penalty: 5948.225586
	Iteration 4Q: 3 clusters Score -1.633571e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -16340883.000000 Penalty: 5948.225586
	Iteration 5F: 3 clusters Score -1.634088e+07 nChanged 10285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101496 members 
Mstep: Class 2 contains 60025 members 
Entering Unmasked Estep 
Score: -16348238.000000 Penalty: 5948.225586
	Iteration 6F: 3 clusters Score -1.634824e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109259 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -16357253.000000 Penalty: 5948.225586
	Iteration 7F: 3 clusters Score -1.635725e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116695 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -16366413.000000 Penalty: 5948.225586
	Iteration 8F: 3 clusters Score -1.636641e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122536 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -16373315.000000 Penalty: 5948.225586
	Iteration 9F: 3 clusters Score -1.637332e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126587 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -16377027.000000 Penalty: 5948.225586
	Iteration 10Q: 3 clusters Score -1.637703e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129641 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -16379058.000000 Penalty: 5948.225586
	Iteration 11Q: 3 clusters Score -1.637906e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132198 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -16380394.000000 Penalty: 5948.225586
	Iteration 12Q: 3 clusters Score -1.638039e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134553 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -16381530.000000 Penalty: 5948.225586
	Iteration 13Q: 3 clusters Score -1.638153e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136765 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -16382455.000000 Penalty: 5948.225586
	Iteration 14Q: 3 clusters Score -1.638246e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138806 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -16383444.000000 Penalty: 5948.225586
	Iteration 15Q: 3 clusters Score -1.638344e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140762 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -16384373.000000 Penalty: 5948.225586
	Iteration 16Q: 3 clusters Score -1.638437e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142521 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -16385233.000000 Penalty: 5948.225586
	Iteration 17Q: 3 clusters Score -1.638523e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144107 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -16386051.000000 Penalty: 5948.225586
	Iteration 18Q: 3 clusters Score -1.638605e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145504 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -16386765.000000 Penalty: 5948.225586
	Iteration 19Q: 3 clusters Score -1.638676e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146796 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -16387294.000000 Penalty: 5948.225586
	Iteration 20F: 3 clusters Score -1.638729e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147911 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -16387848.000000 Penalty: 5948.225586
	Iteration 21Q: 3 clusters Score -1.638785e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148872 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -16388278.000000 Penalty: 5948.225586
	Iteration 22Q: 3 clusters Score -1.638828e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149707 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -16388553.000000 Penalty: 5948.225586
	Iteration 23Q: 3 clusters Score -1.638855e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150452 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -16388864.000000 Penalty: 5948.225586
	Iteration 24Q: 3 clusters Score -1.638886e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151136 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -16389050.000000 Penalty: 5948.225586
	Iteration 25Q: 3 clusters Score -1.638905e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151725 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -16389176.000000 Penalty: 5948.225586
	Iteration 26Q: 3 clusters Score -1.638918e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152256 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -16389370.000000 Penalty: 5948.225586
	Iteration 27Q: 3 clusters Score -1.638937e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152733 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -16389458.000000 Penalty: 5948.225586
	Iteration 28Q: 3 clusters Score -1.638946e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153176 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -16389561.000000 Penalty: 5948.225586
	Iteration 29Q: 3 clusters Score -1.638956e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153528 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -16389687.000000 Penalty: 5948.225586
	Iteration 30Q: 3 clusters Score -1.638969e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153855 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -16389783.000000 Penalty: 5948.225586
	Iteration 31Q: 3 clusters Score -1.638978e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154171 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -16389899.000000 Penalty: 5948.225586
	Iteration 32Q: 3 clusters Score -1.63899e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154439 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -16389959.000000 Penalty: 5948.225586
	Iteration 33Q: 3 clusters Score -1.638996e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154659 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -16389961.000000 Penalty: 5948.225586
	Iteration 34Q: 3 clusters Score -1.638996e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154858 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -16390020.000000 Penalty: 5948.225586
	Iteration 35Q: 3 clusters Score -1.639002e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155055 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -16390026.000000 Penalty: 5948.225586
	Iteration 36Q: 3 clusters Score -1.639003e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155251 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -16390075.000000 Penalty: 5948.225586
	Iteration 37Q: 3 clusters Score -1.639008e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155421 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -16390124.000000 Penalty: 5948.225586
	Iteration 38Q: 3 clusters Score -1.639012e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155573 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -16390153.000000 Penalty: 5948.225586
	Iteration 39Q: 3 clusters Score -1.639015e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155702 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -16390203.000000 Penalty: 5948.225586
	Iteration 40F: 3 clusters Score -1.63902e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155824 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -16390194.000000 Penalty: 5948.225586
	Iteration 41Q: 3 clusters Score -1.639019e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155934 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -16390211.000000 Penalty: 5948.225586
	Iteration 42Q: 3 clusters Score -1.639021e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156042 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -16390237.000000 Penalty: 5948.225586
	Iteration 43Q: 3 clusters Score -1.639024e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -16390233.000000 Penalty: 5948.225586
	Iteration 44Q: 3 clusters Score -1.639023e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156206 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -16390226.000000 Penalty: 5948.225586
	Iteration 45Q: 3 clusters Score -1.639023e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156280 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -16390236.000000 Penalty: 5948.225586
	Iteration 46Q: 3 clusters Score -1.639024e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156351 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -16390244.000000 Penalty: 5948.225586
	Iteration 47Q: 3 clusters Score -1.639024e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156415 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -16390281.000000 Penalty: 5948.225586
	Iteration 48Q: 3 clusters Score -1.639028e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156479 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -16390305.000000 Penalty: 5948.225586
	Iteration 49Q: 3 clusters Score -1.63903e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156538 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -16390302.000000 Penalty: 5948.225586
	Iteration 50Q: 3 clusters Score -1.63903e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156601 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -16390311.000000 Penalty: 5948.225586
	Iteration 51Q: 3 clusters Score -1.639031e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156652 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -16390297.000000 Penalty: 5948.225586
	Iteration 52Q: 3 clusters Score -1.63903e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156694 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -16390303.000000 Penalty: 5948.225586
	Iteration 53Q: 3 clusters Score -1.63903e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156727 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -16390323.000000 Penalty: 5948.225586
	Iteration 54Q: 3 clusters Score -1.639032e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156761 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -16390333.000000 Penalty: 5948.225586
	Iteration 55Q: 3 clusters Score -1.639033e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156794 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -16390329.000000 Penalty: 5948.225586
	Iteration 56Q: 3 clusters Score -1.639033e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156827 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -16390336.000000 Penalty: 5948.225586
	Iteration 57Q: 3 clusters Score -1.639034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156852 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -16390337.000000 Penalty: 5948.225586
	Iteration 58Q: 3 clusters Score -1.639034e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156883 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -16390328.000000 Penalty: 5948.225586
	Iteration 59Q: 3 clusters Score -1.639033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156905 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -16390331.000000 Penalty: 5948.225586
	Iteration 60F: 3 clusters Score -1.639033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156920 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -16390326.000000 Penalty: 5948.225586
	Iteration 61Q: 3 clusters Score -1.639033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -16390316.000000 Penalty: 5948.225586
	Iteration 62Q: 3 clusters Score -1.639032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -16390323.000000 Penalty: 5948.225586
	Iteration 63Q: 3 clusters Score -1.639032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156949 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -16390315.000000 Penalty: 5948.225586
	Iteration 64Q: 3 clusters Score -1.639032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156956 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -16390320.000000 Penalty: 5948.225586
	Iteration 65Q: 3 clusters Score -1.639032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156972 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -16390316.000000 Penalty: 5948.225586
	Iteration 66Q: 3 clusters Score -1.639032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156994 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -16390312.000000 Penalty: 5948.225586
	Iteration 67Q: 3 clusters Score -1.639031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157013 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -16390324.000000 Penalty: 5948.225586
	Iteration 68Q: 3 clusters Score -1.639032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157028 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -16390327.000000 Penalty: 5948.225586
	Iteration 69Q: 3 clusters Score -1.639033e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157044 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -16390322.000000 Penalty: 5948.225586
	Iteration 70Q: 3 clusters Score -1.639032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157056 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -16390316.000000 Penalty: 5948.225586
	Iteration 71Q: 3 clusters Score -1.639032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157063 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -16390322.000000 Penalty: 5948.225586
	Iteration 72Q: 3 clusters Score -1.639032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157065 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -16390322.000000 Penalty: 5948.225586
	Iteration 73Q: 3 clusters Score -1.639032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157065 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -16390316.000000 Penalty: 5948.225586
	Iteration 74Q: 3 clusters Score -1.639032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157066 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -16390325.000000 Penalty: 5948.225586
	Iteration 75Q: 3 clusters Score -1.639032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157066 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -16390325.000000 Penalty: 5948.225586
	Iteration 76F: 3 clusters Score -1.639032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Entering Unmasked Estep 
Score: -4850843.000000 Penalty: 2670.746094
	Iteration 0F: 2 clusters Score -4850843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -4818809.000000 Penalty: 5341.492188
	Iteration 0F: 3 clusters Score -4818809 nChanged 21977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -4831279.000000 Penalty: 5341.492188
	Iteration 1F: 3 clusters Score -4831279 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -4832007.000000 Penalty: 5341.492188
	Iteration 2Q: 3 clusters Score -4832007 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -4833004.000000 Penalty: 5341.492188
	Iteration 3Q: 3 clusters Score -4833004 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -4834581.000000 Penalty: 5341.492188
	Iteration 4F: 3 clusters Score -4834581 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -4837201.000000 Penalty: 5341.492188
	Iteration 5F: 3 clusters Score -4837201 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -4840722.500000 Penalty: 5341.492188
	Iteration 6F: 3 clusters Score -4840722 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -4844256.500000 Penalty: 5341.492188
	Iteration 7F: 3 clusters Score -4844256 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4846626.000000 Penalty: 5341.492188
	Iteration 8F: 3 clusters Score -4846626 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4847702.500000 Penalty: 5341.492188
	Iteration 9Q: 3 clusters Score -4847702 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4848142.500000 Penalty: 5341.492188
	Iteration 10Q: 3 clusters Score -4848142 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4848312.500000 Penalty: 5341.492188
	Iteration 11Q: 3 clusters Score -4848312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4848390.500000 Penalty: 5341.492188
	Iteration 12Q: 3 clusters Score -4848390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4848427.000000 Penalty: 5341.492188
	Iteration 13Q: 3 clusters Score -4848427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4848463.500000 Penalty: 5341.492188
	Iteration 14Q: 3 clusters Score -4848464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4848490.000000 Penalty: 5341.492188
	Iteration 15Q: 3 clusters Score -4848490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4848508.000000 Penalty: 5341.492188
	Iteration 16Q: 3 clusters Score -4848508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4848520.000000 Penalty: 5341.492188
	Iteration 17Q: 3 clusters Score -4848520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4848524.000000 Penalty: 5341.492188
	Iteration 18Q: 3 clusters Score -4848524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4848525.000000 Penalty: 5341.492188
	Iteration 19Q: 3 clusters Score -4848525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4848528.000000 Penalty: 5341.492188
	Iteration 20F: 3 clusters Score -4848528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (233060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233060 members 
Entering Unmasked Estep 
Score: -23434682.000000 Penalty: 3065.044678
	Iteration 0F: 2 clusters Score -2.343468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116600 members 
Mstep: Class 2 contains 116460 members 
Entering Unmasked Estep 
Score: -23281648.000000 Penalty: 6130.089355
	Iteration 0F: 3 clusters Score -2.328165e+07 nChanged 112520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 113630 members 
Entering Unmasked Estep 
Score: -23349966.000000 Penalty: 6130.089355
	Iteration 1F: 3 clusters Score -2.334997e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121713 members 
Mstep: Class 2 contains 111347 members 
Entering Unmasked Estep 
Score: -23352464.000000 Penalty: 6130.089355
	Iteration 2Q: 3 clusters Score -2.335246e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125442 members 
Mstep: Class 2 contains 107618 members 
Entering Unmasked Estep 
Score: -23356042.000000 Penalty: 6130.089355
	Iteration 3Q: 3 clusters Score -2.335604e+07 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130846 members 
Mstep: Class 2 contains 102214 members 
Entering Unmasked Estep 
Score: -23361088.000000 Penalty: 6130.089355
	Iteration 4Q: 3 clusters Score -2.336109e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138134 members 
Mstep: Class 2 contains 94926 members 
Entering Unmasked Estep 
Score: -23367460.000000 Penalty: 6130.089355
	Iteration 5F: 3 clusters Score -2.336746e+07 nChanged 14065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147131 members 
Mstep: Class 2 contains 85929 members 
Entering Unmasked Estep 
Score: -23375488.000000 Penalty: 6130.089355
	Iteration 6F: 3 clusters Score -2.337549e+07 nChanged 14007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157024 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -23384584.000000 Penalty: 6130.089355
	Iteration 7F: 3 clusters Score -2.338458e+07 nChanged 13049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166641 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -23394198.000000 Penalty: 6130.089355
	Iteration 8F: 3 clusters Score -2.33942e+07 nChanged 10974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174893 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -23402256.000000 Penalty: 6130.089355
	Iteration 9Q: 3 clusters Score -2.340226e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181773 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -23407450.000000 Penalty: 6130.089355
	Iteration 10Q: 3 clusters Score -2.340745e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187995 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -23411050.000000 Penalty: 6130.089355
	Iteration 11Q: 3 clusters Score -2.341105e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193780 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -23413588.000000 Penalty: 6130.089355
	Iteration 12Q: 3 clusters Score -2.341359e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199328 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -23415894.000000 Penalty: 6130.089355
	Iteration 13Q: 3 clusters Score -2.341589e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204813 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -23418348.000000 Penalty: 6130.089355
	Iteration 14Q: 3 clusters Score -2.341835e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209852 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -23420706.000000 Penalty: 6130.089355
	Iteration 15Q: 3 clusters Score -2.342071e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214499 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -23423214.000000 Penalty: 6130.089355
	Iteration 16Q: 3 clusters Score -2.342321e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218541 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -23425336.000000 Penalty: 6130.089355
	Iteration 17Q: 3 clusters Score -2.342534e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221908 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -23427162.000000 Penalty: 6130.089355
	Iteration 18Q: 3 clusters Score -2.342716e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224613 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -23428652.000000 Penalty: 6130.089355
	Iteration 19Q: 3 clusters Score -2.342865e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226725 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -23429826.000000 Penalty: 6130.089355
	Iteration 20F: 3 clusters Score -2.342983e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228294 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -23430482.000000 Penalty: 6130.089355
	Iteration 21Q: 3 clusters Score -2.343048e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229422 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -23430990.000000 Penalty: 6130.089355
	Iteration 22Q: 3 clusters Score -2.343099e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230271 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -23431334.000000 Penalty: 6130.089355
	Iteration 23Q: 3 clusters Score -2.343133e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230837 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -23431736.000000 Penalty: 6130.089355
	Iteration 24Q: 3 clusters Score -2.343174e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231232 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -23431946.000000 Penalty: 6130.089355
	Iteration 25Q: 3 clusters Score -2.343195e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231494 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -23432072.000000 Penalty: 6130.089355
	Iteration 26Q: 3 clusters Score -2.343207e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231667 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -23432202.000000 Penalty: 6130.089355
	Iteration 27Q: 3 clusters Score -2.34322e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231781 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -23432242.000000 Penalty: 6130.089355
	Iteration 28Q: 3 clusters Score -2.343224e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231844 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -23432266.000000 Penalty: 6130.089355
	Iteration 29Q: 3 clusters Score -2.343227e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231901 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -23432258.000000 Penalty: 6130.089355
	Iteration 30Q: 3 clusters Score -2.343226e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231948 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -23432304.000000 Penalty: 6130.089355
	Iteration 31Q: 3 clusters Score -2.34323e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231993 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -23432356.000000 Penalty: 6130.089355
	Iteration 32Q: 3 clusters Score -2.343236e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232028 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -23432372.000000 Penalty: 6130.089355
	Iteration 33Q: 3 clusters Score -2.343237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232054 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -23432392.000000 Penalty: 6130.089355
	Iteration 34Q: 3 clusters Score -2.343239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232072 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -23432386.000000 Penalty: 6130.089355
	Iteration 35Q: 3 clusters Score -2.343239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232086 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -23432386.000000 Penalty: 6130.089355
	Iteration 36Q: 3 clusters Score -2.343239e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232094 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -23432374.000000 Penalty: 6130.089355
	Iteration 37Q: 3 clusters Score -2.343237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232101 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -23432366.000000 Penalty: 6130.089355
	Iteration 38Q: 3 clusters Score -2.343237e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232110 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -23432394.000000 Penalty: 6130.089355
	Iteration 39Q: 3 clusters Score -2.343239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232122 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -23432410.000000 Penalty: 6130.089355
	Iteration 40F: 3 clusters Score -2.343241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232134 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -23432412.000000 Penalty: 6130.089355
	Iteration 41Q: 3 clusters Score -2.343241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232144 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -23432424.000000 Penalty: 6130.089355
	Iteration 42Q: 3 clusters Score -2.343242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232155 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -23432446.000000 Penalty: 6130.089355
	Iteration 43Q: 3 clusters Score -2.343245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232168 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -23432464.000000 Penalty: 6130.089355
	Iteration 44Q: 3 clusters Score -2.343246e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232182 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -23432486.000000 Penalty: 6130.089355
	Iteration 45Q: 3 clusters Score -2.343249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232190 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -23432504.000000 Penalty: 6130.089355
	Iteration 46Q: 3 clusters Score -2.34325e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232207 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -23432542.000000 Penalty: 6130.089355
	Iteration 47Q: 3 clusters Score -2.343254e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232218 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -23432558.000000 Penalty: 6130.089355
	Iteration 48Q: 3 clusters Score -2.343256e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232229 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -23432570.000000 Penalty: 6130.089355
	Iteration 49Q: 3 clusters Score -2.343257e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232236 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -23432580.000000 Penalty: 6130.089355
	Iteration 50Q: 3 clusters Score -2.343258e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232237 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -23432604.000000 Penalty: 6130.089355
	Iteration 51Q: 3 clusters Score -2.34326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232243 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -23432622.000000 Penalty: 6130.089355
	Iteration 52Q: 3 clusters Score -2.343262e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232249 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -23432644.000000 Penalty: 6130.089355
	Iteration 53Q: 3 clusters Score -2.343264e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232254 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -23432672.000000 Penalty: 6130.089355
	Iteration 54Q: 3 clusters Score -2.343267e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232262 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -23432704.000000 Penalty: 6130.089355
	Iteration 55Q: 3 clusters Score -2.34327e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232262 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -23432708.000000 Penalty: 6130.089355
	Iteration 56Q: 3 clusters Score -2.343271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232257 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -23432728.000000 Penalty: 6130.089355
	Iteration 57Q: 3 clusters Score -2.343273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232247 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -23432746.000000 Penalty: 6130.089355
	Iteration 58Q: 3 clusters Score -2.343275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232247 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -23432738.000000 Penalty: 6130.089355
	Iteration 59Q: 3 clusters Score -2.343274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232250 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -23432742.000000 Penalty: 6130.089355
	Iteration 60F: 3 clusters Score -2.343274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232253 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -23432736.000000 Penalty: 6130.089355
	Iteration 61Q: 3 clusters Score -2.343274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232248 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -23432736.000000 Penalty: 6130.089355
	Iteration 62Q: 3 clusters Score -2.343274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232244 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -23432728.000000 Penalty: 6130.089355
	Iteration 63Q: 3 clusters Score -2.343273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232244 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -23432728.000000 Penalty: 6130.089355
	Iteration 64Q: 3 clusters Score -2.343273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232244 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -23432724.000000 Penalty: 6130.089355
	Iteration 65Q: 3 clusters Score -2.343272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232243 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -23432722.000000 Penalty: 6130.089355
	Iteration 66Q: 3 clusters Score -2.343272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232243 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -23432722.000000 Penalty: 6130.089355
	Iteration 67F: 3 clusters Score -2.343272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Entering Unmasked Estep 
Score: -1604985.625000 Penalty: 2398.608154
	Iteration 0F: 2 clusters Score -1604986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1593574.125000 Penalty: 4797.216309
	Iteration 0F: 3 clusters Score -1593574 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1597272.875000 Penalty: 4797.216309
	Iteration 1F: 3 clusters Score -1597273 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1597654.000000 Penalty: 4797.216309
	Iteration 2F: 3 clusters Score -1597654 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1597952.375000 Penalty: 4797.216309
	Iteration 3Q: 3 clusters Score -1597952 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1598188.875000 Penalty: 4797.216309
	Iteration 4Q: 3 clusters Score -1598189 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1598437.500000 Penalty: 4797.216309
	Iteration 5Q: 3 clusters Score -1598438 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1598700.625000 Penalty: 4797.216309
	Iteration 6Q: 3 clusters Score -1598701 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1599020.250000 Penalty: 4797.216309
	Iteration 7Q: 3 clusters Score -1599020 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1599408.375000 Penalty: 4797.216309
	Iteration 8Q: 3 clusters Score -1599408 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1599899.625000 Penalty: 4797.216309
	Iteration 9Q: 3 clusters Score -1599900 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1600382.500000 Penalty: 4797.216309
	Iteration 10Q: 3 clusters Score -1600382 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1600773.000000 Penalty: 4797.216309
	Iteration 11Q: 3 clusters Score -1600773 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1601139.000000 Penalty: 4797.216309
	Iteration 12Q: 3 clusters Score -1601139 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1601433.500000 Penalty: 4797.216309
	Iteration 13Q: 3 clusters Score -1601434 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1601642.625000 Penalty: 4797.216309
	Iteration 14Q: 3 clusters Score -1601643 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1601787.750000 Penalty: 4797.216309
	Iteration 15Q: 3 clusters Score -1601788 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1601926.375000 Penalty: 4797.216309
	Iteration 16Q: 3 clusters Score -1601926 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1602058.875000 Penalty: 4797.216309
	Iteration 17Q: 3 clusters Score -1602059 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1602194.000000 Penalty: 4797.216309
	Iteration 18Q: 3 clusters Score -1602194 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1602303.375000 Penalty: 4797.216309
	Iteration 19Q: 3 clusters Score -1602303 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1602407.250000 Penalty: 4797.216309
	Iteration 20F: 3 clusters Score -1602407 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1602517.875000 Penalty: 4797.216309
	Iteration 21Q: 3 clusters Score -1602518 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1602648.500000 Penalty: 4797.216309
	Iteration 22Q: 3 clusters Score -1602648 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1602767.500000 Penalty: 4797.216309
	Iteration 23Q: 3 clusters Score -1602768 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1602861.000000 Penalty: 4797.216309
	Iteration 24Q: 3 clusters Score -1602861 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1602971.625000 Penalty: 4797.216309
	Iteration 25Q: 3 clusters Score -1602972 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1603107.875000 Penalty: 4797.216309
	Iteration 26Q: 3 clusters Score -1603108 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1603214.750000 Penalty: 4797.216309
	Iteration 27Q: 3 clusters Score -1603215 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1603340.375000 Penalty: 4797.216309
	Iteration 28Q: 3 clusters Score -1603340 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1603440.250000 Penalty: 4797.216309
	Iteration 29Q: 3 clusters Score -1603440 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1603512.875000 Penalty: 4797.216309
	Iteration 30Q: 3 clusters Score -1603513 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1603543.375000 Penalty: 4797.216309
	Iteration 31Q: 3 clusters Score -1603543 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1603566.000000 Penalty: 4797.216309
	Iteration 32Q: 3 clusters Score -1603566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1603591.750000 Penalty: 4797.216309
	Iteration 33Q: 3 clusters Score -1603592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1603604.625000 Penalty: 4797.216309
	Iteration 34Q: 3 clusters Score -1603605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1603625.125000 Penalty: 4797.216309
	Iteration 35Q: 3 clusters Score -1603625 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1603628.625000 Penalty: 4797.216309
	Iteration 36Q: 3 clusters Score -1603629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1603634.250000 Penalty: 4797.216309
	Iteration 37Q: 3 clusters Score -1603634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1603638.125000 Penalty: 4797.216309
	Iteration 38Q: 3 clusters Score -1603638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1603642.375000 Penalty: 4797.216309
	Iteration 39Q: 3 clusters Score -1603642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1603645.375000 Penalty: 4797.216309
	Iteration 40F: 3 clusters Score -1603645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1603649.625000 Penalty: 4797.216309
	Iteration 41Q: 3 clusters Score -1603650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1603651.000000 Penalty: 4797.216309
	Iteration 42Q: 3 clusters Score -1603651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1603649.375000 Penalty: 4797.216309
	Iteration 43Q: 3 clusters Score -1603649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1603650.000000 Penalty: 4797.216309
	Iteration 44Q: 3 clusters Score -1603650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1603650.000000 Penalty: 4797.216309
	Iteration 45Q: 3 clusters Score -1603650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1603648.375000 Penalty: 4797.216309
	Iteration 46Q: 3 clusters Score -1603648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1603653.875000 Penalty: 4797.216309
	Iteration 47Q: 3 clusters Score -1603654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1603656.375000 Penalty: 4797.216309
	Iteration 48Q: 3 clusters Score -1603656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1603657.625000 Penalty: 4797.216309
	Iteration 49Q: 3 clusters Score -1603658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1603659.375000 Penalty: 4797.216309
	Iteration 50Q: 3 clusters Score -1603659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1603657.125000 Penalty: 4797.216309
	Iteration 51Q: 3 clusters Score -1603657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1603657.625000 Penalty: 4797.216309
	Iteration 52Q: 3 clusters Score -1603658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1603659.125000 Penalty: 4797.216309
	Iteration 53Q: 3 clusters Score -1603659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1603658.625000 Penalty: 4797.216309
	Iteration 54Q: 3 clusters Score -1603659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1603660.125000 Penalty: 4797.216309
	Iteration 55Q: 3 clusters Score -1603660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1603660.125000 Penalty: 4797.216309
	Iteration 56F: 3 clusters Score -1603660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Entering Unmasked Estep 
Score: -2398870.500000 Penalty: 2505.095215
	Iteration 0F: 2 clusters Score -2398870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2382001.000000 Penalty: 5010.190430
	Iteration 0F: 3 clusters Score -2382001 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2388212.250000 Penalty: 5010.190430
	Iteration 1F: 3 clusters Score -2388212 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2388958.750000 Penalty: 5010.190430
	Iteration 2F: 3 clusters Score -2388959 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2389648.500000 Penalty: 5010.190430
	Iteration 3F: 3 clusters Score -2389648 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2390303.250000 Penalty: 5010.190430
	Iteration 4F: 3 clusters Score -2390303 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2391065.000000 Penalty: 5010.190430
	Iteration 5F: 3 clusters Score -2391065 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2391987.750000 Penalty: 5010.190430
	Iteration 6F: 3 clusters Score -2391988 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2393087.750000 Penalty: 5010.190430
	Iteration 7F: 3 clusters Score -2393088 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2394302.250000 Penalty: 5010.190430
	Iteration 8F: 3 clusters Score -2394302 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2395507.500000 Penalty: 5010.190430
	Iteration 9F: 3 clusters Score -2395508 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2396461.750000 Penalty: 5010.190430
	Iteration 10Q: 3 clusters Score -2396462 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2397136.250000 Penalty: 5010.190430
	Iteration 11Q: 3 clusters Score -2397136 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2397579.750000 Penalty: 5010.190430
	Iteration 12Q: 3 clusters Score -2397580 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2397874.750000 Penalty: 5010.190430
	Iteration 13Q: 3 clusters Score -2397875 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2398104.000000 Penalty: 5010.190430
	Iteration 14Q: 3 clusters Score -2398104 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2398251.000000 Penalty: 5010.190430
	Iteration 15Q: 3 clusters Score -2398251 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2398361.750000 Penalty: 5010.190430
	Iteration 16Q: 3 clusters Score -2398362 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2398471.000000 Penalty: 5010.190430
	Iteration 17Q: 3 clusters Score -2398471 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2398549.500000 Penalty: 5010.190430
	Iteration 18Q: 3 clusters Score -2398550 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2398595.500000 Penalty: 5010.190430
	Iteration 19Q: 3 clusters Score -2398596 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2398616.000000 Penalty: 5010.190430
	Iteration 20F: 3 clusters Score -2398616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2398630.750000 Penalty: 5010.190430
	Iteration 21Q: 3 clusters Score -2398631 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2398645.250000 Penalty: 5010.190430
	Iteration 22Q: 3 clusters Score -2398645 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2398656.250000 Penalty: 5010.190430
	Iteration 23Q: 3 clusters Score -2398656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2398661.250000 Penalty: 5010.190430
	Iteration 24Q: 3 clusters Score -2398661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2398670.250000 Penalty: 5010.190430
	Iteration 25Q: 3 clusters Score -2398670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2398666.250000 Penalty: 5010.190430
	Iteration 26Q: 3 clusters Score -2398666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2398665.500000 Penalty: 5010.190430
	Iteration 27Q: 3 clusters Score -2398666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2398663.500000 Penalty: 5010.190430
	Iteration 28Q: 3 clusters Score -2398664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2398666.750000 Penalty: 5010.190430
	Iteration 29Q: 3 clusters Score -2398667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2398667.000000 Penalty: 5010.190430
	Iteration 30Q: 3 clusters Score -2398667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2398667.000000 Penalty: 5010.190430
	Iteration 31Q: 3 clusters Score -2398667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2398670.000000 Penalty: 5010.190430
	Iteration 32Q: 3 clusters Score -2398670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2398668.500000 Penalty: 5010.190430
	Iteration 33Q: 3 clusters Score -2398668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2398668.250000 Penalty: 5010.190430
	Iteration 34Q: 3 clusters Score -2398668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2398667.000000 Penalty: 5010.190430
	Iteration 35Q: 3 clusters Score -2398667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2398667.000000 Penalty: 5010.190430
	Iteration 36F: 3 clusters Score -2398667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Entering Unmasked Estep 
Score: -839865.500000 Penalty: 2239.592773
	Iteration 0F: 2 clusters Score -839865.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -833238.687500 Penalty: 4479.185547
	Iteration 0F: 3 clusters Score -833238.7 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -835036.625000 Penalty: 4479.185547
	Iteration 1F: 3 clusters Score -835036.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -835367.812500 Penalty: 4479.185547
	Iteration 2F: 3 clusters Score -835367.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -835606.750000 Penalty: 4479.185547
	Iteration 3F: 3 clusters Score -835606.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -835777.812500 Penalty: 4479.185547
	Iteration 4Q: 3 clusters Score -835777.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -835904.187500 Penalty: 4479.185547
	Iteration 5Q: 3 clusters Score -835904.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -836018.125000 Penalty: 4479.185547
	Iteration 6Q: 3 clusters Score -836018.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -836124.125000 Penalty: 4479.185547
	Iteration 7Q: 3 clusters Score -836124.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -836233.375000 Penalty: 4479.185547
	Iteration 8Q: 3 clusters Score -836233.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -836353.000000 Penalty: 4479.185547
	Iteration 9Q: 3 clusters Score -836353 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -836466.375000 Penalty: 4479.185547
	Iteration 10Q: 3 clusters Score -836466.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -836592.250000 Penalty: 4479.185547
	Iteration 11Q: 3 clusters Score -836592.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -836737.750000 Penalty: 4479.185547
	Iteration 12Q: 3 clusters Score -836737.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -836896.062500 Penalty: 4479.185547
	Iteration 13Q: 3 clusters Score -836896.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -837070.125000 Penalty: 4479.185547
	Iteration 14Q: 3 clusters Score -837070.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -837264.562500 Penalty: 4479.185547
	Iteration 15Q: 3 clusters Score -837264.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -837445.562500 Penalty: 4479.185547
	Iteration 16Q: 3 clusters Score -837445.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -837608.125000 Penalty: 4479.185547
	Iteration 17Q: 3 clusters Score -837608.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -837757.750000 Penalty: 4479.185547
	Iteration 18Q: 3 clusters Score -837757.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -837867.500000 Penalty: 4479.185547
	Iteration 19Q: 3 clusters Score -837867.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -837938.187500 Penalty: 4479.185547
	Iteration 20F: 3 clusters Score -837938.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -837984.250000 Penalty: 4479.185547
	Iteration 21Q: 3 clusters Score -837984.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -838021.125000 Penalty: 4479.185547
	Iteration 22Q: 3 clusters Score -838021.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -838048.437500 Penalty: 4479.185547
	Iteration 23Q: 3 clusters Score -838048.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -838067.625000 Penalty: 4479.185547
	Iteration 24Q: 3 clusters Score -838067.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -838089.312500 Penalty: 4479.185547
	Iteration 25Q: 3 clusters Score -838089.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -838108.687500 Penalty: 4479.185547
	Iteration 26Q: 3 clusters Score -838108.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -838120.562500 Penalty: 4479.185547
	Iteration 27Q: 3 clusters Score -838120.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -838131.750000 Penalty: 4479.185547
	Iteration 28Q: 3 clusters Score -838131.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -838139.437500 Penalty: 4479.185547
	Iteration 29Q: 3 clusters Score -838139.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -838150.625000 Penalty: 4479.185547
	Iteration 30Q: 3 clusters Score -838150.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -838155.500000 Penalty: 4479.185547
	Iteration 31Q: 3 clusters Score -838155.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -838159.937500 Penalty: 4479.185547
	Iteration 32Q: 3 clusters Score -838159.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -838165.187500 Penalty: 4479.185547
	Iteration 33Q: 3 clusters Score -838165.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -838170.500000 Penalty: 4479.185547
	Iteration 34Q: 3 clusters Score -838170.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -838170.937500 Penalty: 4479.185547
	Iteration 35Q: 3 clusters Score -838170.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -838170.187500 Penalty: 4479.185547
	Iteration 36Q: 3 clusters Score -838170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -838170.687500 Penalty: 4479.185547
	Iteration 37Q: 3 clusters Score -838170.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -838172.437500 Penalty: 4479.185547
	Iteration 38Q: 3 clusters Score -838172.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -838172.437500 Penalty: 4479.185547
	Iteration 39F: 3 clusters Score -838172.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Entering Unmasked Estep 
Score: -411842.187500 Penalty: 2075.320801
	Iteration 0F: 2 clusters Score -411842.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -407815.062500 Penalty: 4150.641602
	Iteration 0F: 3 clusters Score -407815.1 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -408766.625000 Penalty: 4150.641602
	Iteration 1F: 3 clusters Score -408766.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -408950.343750 Penalty: 4150.641602
	Iteration 2F: 3 clusters Score -408950.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -409046.843750 Penalty: 4150.641602
	Iteration 3Q: 3 clusters Score -409046.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -409126.031250 Penalty: 4150.641602
	Iteration 4Q: 3 clusters Score -409126 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -409179.312500 Penalty: 4150.641602
	Iteration 5Q: 3 clusters Score -409179.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -409230.750000 Penalty: 4150.641602
	Iteration 6Q: 3 clusters Score -409230.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -409269.375000 Penalty: 4150.641602
	Iteration 7Q: 3 clusters Score -409269.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -409299.843750 Penalty: 4150.641602
	Iteration 8Q: 3 clusters Score -409299.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -409323.093750 Penalty: 4150.641602
	Iteration 9Q: 3 clusters Score -409323.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -409348.625000 Penalty: 4150.641602
	Iteration 10Q: 3 clusters Score -409348.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -409374.281250 Penalty: 4150.641602
	Iteration 11Q: 3 clusters Score -409374.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -409402.500000 Penalty: 4150.641602
	Iteration 12Q: 3 clusters Score -409402.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -409446.218750 Penalty: 4150.641602
	Iteration 13Q: 3 clusters Score -409446.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -409502.937500 Penalty: 4150.641602
	Iteration 14Q: 3 clusters Score -409502.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -409573.812500 Penalty: 4150.641602
	Iteration 15Q: 3 clusters Score -409573.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -409660.562500 Penalty: 4150.641602
	Iteration 16Q: 3 clusters Score -409660.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -409752.781250 Penalty: 4150.641602
	Iteration 17Q: 3 clusters Score -409752.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -409864.937500 Penalty: 4150.641602
	Iteration 18Q: 3 clusters Score -409864.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -410009.843750 Penalty: 4150.641602
	Iteration 19Q: 3 clusters Score -410009.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -410190.062500 Penalty: 4150.641602
	Iteration 20F: 3 clusters Score -410190.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -410355.843750 Penalty: 4150.641602
	Iteration 21Q: 3 clusters Score -410355.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -410483.750000 Penalty: 4150.641602
	Iteration 22Q: 3 clusters Score -410483.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -410556.875000 Penalty: 4150.641602
	Iteration 23Q: 3 clusters Score -410556.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -410597.375000 Penalty: 4150.641602
	Iteration 24Q: 3 clusters Score -410597.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -410617.000000 Penalty: 4150.641602
	Iteration 25Q: 3 clusters Score -410617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -410631.531250 Penalty: 4150.641602
	Iteration 26Q: 3 clusters Score -410631.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -410643.562500 Penalty: 4150.641602
	Iteration 27Q: 3 clusters Score -410643.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -410650.281250 Penalty: 4150.641602
	Iteration 28Q: 3 clusters Score -410650.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -410658.125000 Penalty: 4150.641602
	Iteration 29Q: 3 clusters Score -410658.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -410662.718750 Penalty: 4150.641602
	Iteration 30Q: 3 clusters Score -410662.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -410664.750000 Penalty: 4150.641602
	Iteration 31Q: 3 clusters Score -410664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -410665.656250 Penalty: 4150.641602
	Iteration 32Q: 3 clusters Score -410665.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -410665.656250 Penalty: 4150.641602
	Iteration 33F: 3 clusters Score -410665.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Entering Unmasked Estep 
Score: -2350661.500000 Penalty: 2501.270508
	Iteration 0F: 2 clusters Score -2350662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2333941.500000 Penalty: 5002.541016
	Iteration 0F: 3 clusters Score -2333942 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2339808.750000 Penalty: 5002.541016
	Iteration 1F: 3 clusters Score -2339809 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2340390.000000 Penalty: 5002.541016
	Iteration 2F: 3 clusters Score -2340390 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2341052.000000 Penalty: 5002.541016
	Iteration 3F: 3 clusters Score -2341052 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2341904.500000 Penalty: 5002.541016
	Iteration 4F: 3 clusters Score -2341904 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2342899.500000 Penalty: 5002.541016
	Iteration 5F: 3 clusters Score -2342900 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2343947.000000 Penalty: 5002.541016
	Iteration 6F: 3 clusters Score -2343947 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2344884.000000 Penalty: 5002.541016
	Iteration 7F: 3 clusters Score -2344884 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2345665.750000 Penalty: 5002.541016
	Iteration 8Q: 3 clusters Score -2345666 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2346257.750000 Penalty: 5002.541016
	Iteration 9Q: 3 clusters Score -2346258 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2346731.250000 Penalty: 5002.541016
	Iteration 10Q: 3 clusters Score -2346731 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2347091.000000 Penalty: 5002.541016
	Iteration 11Q: 3 clusters Score -2347091 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2347367.500000 Penalty: 5002.541016
	Iteration 12Q: 3 clusters Score -2347368 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2347616.750000 Penalty: 5002.541016
	Iteration 13Q: 3 clusters Score -2347617 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2347802.250000 Penalty: 5002.541016
	Iteration 14Q: 3 clusters Score -2347802 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2347968.250000 Penalty: 5002.541016
	Iteration 15Q: 3 clusters Score -2347968 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2348122.500000 Penalty: 5002.541016
	Iteration 16Q: 3 clusters Score -2348122 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2348207.750000 Penalty: 5002.541016
	Iteration 17Q: 3 clusters Score -2348208 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2348283.000000 Penalty: 5002.541016
	Iteration 18Q: 3 clusters Score -2348283 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2348327.000000 Penalty: 5002.541016
	Iteration 19Q: 3 clusters Score -2348327 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2348364.000000 Penalty: 5002.541016
	Iteration 20F: 3 clusters Score -2348364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2348403.250000 Penalty: 5002.541016
	Iteration 21Q: 3 clusters Score -2348403 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2348440.500000 Penalty: 5002.541016
	Iteration 22Q: 3 clusters Score -2348440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2348467.750000 Penalty: 5002.541016
	Iteration 23Q: 3 clusters Score -2348468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2348502.000000 Penalty: 5002.541016
	Iteration 24Q: 3 clusters Score -2348502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2348527.500000 Penalty: 5002.541016
	Iteration 25Q: 3 clusters Score -2348528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2348549.500000 Penalty: 5002.541016
	Iteration 26Q: 3 clusters Score -2348550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2348561.500000 Penalty: 5002.541016
	Iteration 27Q: 3 clusters Score -2348562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2348571.250000 Penalty: 5002.541016
	Iteration 28Q: 3 clusters Score -2348571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2348579.500000 Penalty: 5002.541016
	Iteration 29Q: 3 clusters Score -2348580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2348580.750000 Penalty: 5002.541016
	Iteration 30Q: 3 clusters Score -2348581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2348585.000000 Penalty: 5002.541016
	Iteration 31Q: 3 clusters Score -2348585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2348588.250000 Penalty: 5002.541016
	Iteration 32Q: 3 clusters Score -2348588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2348591.250000 Penalty: 5002.541016
	Iteration 33Q: 3 clusters Score -2348591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2348591.000000 Penalty: 5002.541016
	Iteration 34Q: 3 clusters Score -2348591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2348597.000000 Penalty: 5002.541016
	Iteration 35Q: 3 clusters Score -2348597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2348596.500000 Penalty: 5002.541016
	Iteration 36Q: 3 clusters Score -2348596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2348595.250000 Penalty: 5002.541016
	Iteration 37Q: 3 clusters Score -2348595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2348594.750000 Penalty: 5002.541016
	Iteration 38Q: 3 clusters Score -2348595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2348594.750000 Penalty: 5002.541016
	Iteration 39F: 3 clusters Score -2348595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Entering Unmasked Estep 
Score: -97677.546875 Penalty: 1728.508057
	Iteration 0F: 2 clusters Score -97677.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -95776.359375 Penalty: 3457.016113
	Iteration 0F: 3 clusters Score -95776.36 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -96112.062500 Penalty: 3457.016113
	Iteration 1F: 3 clusters Score -96112.06 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -96341.250000 Penalty: 3457.016113
	Iteration 2F: 3 clusters Score -96341.25 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -96560.984375 Penalty: 3457.016113
	Iteration 3F: 3 clusters Score -96560.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -96659.382812 Penalty: 3457.016113
	Iteration 4F: 3 clusters Score -96659.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -96711.695312 Penalty: 3457.016113
	Iteration 5Q: 3 clusters Score -96711.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -96754.156250 Penalty: 3457.016113
	Iteration 6Q: 3 clusters Score -96754.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -96783.132812 Penalty: 3457.016113
	Iteration 7Q: 3 clusters Score -96783.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -96801.671875 Penalty: 3457.016113
	Iteration 8Q: 3 clusters Score -96801.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -96810.664062 Penalty: 3457.016113
	Iteration 9Q: 3 clusters Score -96810.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -96819.578125 Penalty: 3457.016113
	Iteration 10Q: 3 clusters Score -96819.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -96820.718750 Penalty: 3457.016113
	Iteration 11Q: 3 clusters Score -96820.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -96820.718750 Penalty: 3457.016113
	Iteration 12F: 3 clusters Score -96820.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Entering Unmasked Estep 
Score: -331382.875000 Penalty: 2030.726074
	Iteration 0F: 2 clusters Score -331382.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -327745.625000 Penalty: 4061.452148
	Iteration 0F: 3 clusters Score -327745.6 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -328716.218750 Penalty: 4061.452148
	Iteration 1F: 3 clusters Score -328716.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -329079.125000 Penalty: 4061.452148
	Iteration 2F: 3 clusters Score -329079.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -329357.156250 Penalty: 4061.452148
	Iteration 3F: 3 clusters Score -329357.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -329611.343750 Penalty: 4061.452148
	Iteration 4F: 3 clusters Score -329611.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -329838.156250 Penalty: 4061.452148
	Iteration 5F: 3 clusters Score -329838.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -330033.281250 Penalty: 4061.452148
	Iteration 6F: 3 clusters Score -330033.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -330181.843750 Penalty: 4061.452148
	Iteration 7Q: 3 clusters Score -330181.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -330326.687500 Penalty: 4061.452148
	Iteration 8Q: 3 clusters Score -330326.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -330418.781250 Penalty: 4061.452148
	Iteration 9Q: 3 clusters Score -330418.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -330481.812500 Penalty: 4061.452148
	Iteration 10Q: 3 clusters Score -330481.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -330527.500000 Penalty: 4061.452148
	Iteration 11Q: 3 clusters Score -330527.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -330571.968750 Penalty: 4061.452148
	Iteration 12Q: 3 clusters Score -330572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -330608.812500 Penalty: 4061.452148
	Iteration 13Q: 3 clusters Score -330608.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -330639.687500 Penalty: 4061.452148
	Iteration 14Q: 3 clusters Score -330639.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -330674.593750 Penalty: 4061.452148
	Iteration 15Q: 3 clusters Score -330674.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -330702.156250 Penalty: 4061.452148
	Iteration 16Q: 3 clusters Score -330702.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -330738.937500 Penalty: 4061.452148
	Iteration 17Q: 3 clusters Score -330738.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -330772.812500 Penalty: 4061.452148
	Iteration 18Q: 3 clusters Score -330772.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -330790.218750 Penalty: 4061.452148
	Iteration 19Q: 3 clusters Score -330790.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -330801.718750 Penalty: 4061.452148
	Iteration 20F: 3 clusters Score -330801.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -330812.156250 Penalty: 4061.452148
	Iteration 21Q: 3 clusters Score -330812.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -330817.906250 Penalty: 4061.452148
	Iteration 22Q: 3 clusters Score -330817.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -330819.687500 Penalty: 4061.452148
	Iteration 23Q: 3 clusters Score -330819.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -330825.906250 Penalty: 4061.452148
	Iteration 24Q: 3 clusters Score -330825.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -330838.312500 Penalty: 4061.452148
	Iteration 25Q: 3 clusters Score -330838.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -330849.031250 Penalty: 4061.452148
	Iteration 26Q: 3 clusters Score -330849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -330869.375000 Penalty: 4061.452148
	Iteration 27Q: 3 clusters Score -330869.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -330879.968750 Penalty: 4061.452148
	Iteration 28Q: 3 clusters Score -330880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -330890.156250 Penalty: 4061.452148
	Iteration 29Q: 3 clusters Score -330890.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -330896.218750 Penalty: 4061.452148
	Iteration 30Q: 3 clusters Score -330896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -330900.750000 Penalty: 4061.452148
	Iteration 31Q: 3 clusters Score -330900.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -330906.812500 Penalty: 4061.452148
	Iteration 32Q: 3 clusters Score -330906.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -330907.656250 Penalty: 4061.452148
	Iteration 33Q: 3 clusters Score -330907.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -330908.875000 Penalty: 4061.452148
	Iteration 34Q: 3 clusters Score -330908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -330911.156250 Penalty: 4061.452148
	Iteration 35Q: 3 clusters Score -330911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -330916.406250 Penalty: 4061.452148
	Iteration 36Q: 3 clusters Score -330916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -330918.687500 Penalty: 4061.452148
	Iteration 37Q: 3 clusters Score -330918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -330921.687500 Penalty: 4061.452148
	Iteration 38Q: 3 clusters Score -330921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -330923.687500 Penalty: 4061.452148
	Iteration 39Q: 3 clusters Score -330923.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -330926.875000 Penalty: 4061.452148
	Iteration 40F: 3 clusters Score -330926.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -330927.750000 Penalty: 4061.452148
	Iteration 41Q: 3 clusters Score -330927.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -330927.750000 Penalty: 4061.452148
	Iteration 42F: 3 clusters Score -330927.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (233088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233088 members 
Entering Unmasked Estep 
Score: -23368630.000000 Penalty: 3065.074463
	Iteration 0F: 2 clusters Score -2.336863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116853 members 
Mstep: Class 2 contains 116235 members 
Entering Unmasked Estep 
Score: -23217842.000000 Penalty: 6130.148926
	Iteration 0F: 3 clusters Score -2.321784e+07 nChanged 112286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121519 members 
Mstep: Class 2 contains 111569 members 
Entering Unmasked Estep 
Score: -23285726.000000 Penalty: 6130.148926
	Iteration 1F: 3 clusters Score -2.328573e+07 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124707 members 
Mstep: Class 2 contains 108381 members 
Entering Unmasked Estep 
Score: -23288120.000000 Penalty: 6130.148926
	Iteration 2Q: 3 clusters Score -2.328812e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129666 members 
Mstep: Class 2 contains 103422 members 
Entering Unmasked Estep 
Score: -23291960.000000 Penalty: 6130.148926
	Iteration 3Q: 3 clusters Score -2.329196e+07 nChanged 11935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137097 members 
Mstep: Class 2 contains 95991 members 
Entering Unmasked Estep 
Score: -23297820.000000 Penalty: 6130.148926
	Iteration 4F: 3 clusters Score -2.329782e+07 nChanged 14361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147238 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -23306422.000000 Penalty: 6130.148926
	Iteration 5F: 3 clusters Score -2.330642e+07 nChanged 16164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159556 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -23317702.000000 Penalty: 6130.148926
	Iteration 6F: 3 clusters Score -2.33177e+07 nChanged 16170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172298 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -23329586.000000 Penalty: 6130.148926
	Iteration 7F: 3 clusters Score -2.332959e+07 nChanged 13987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183819 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -23339752.000000 Penalty: 6130.148926
	Iteration 8F: 3 clusters Score -2.333975e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193016 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -23346298.000000 Penalty: 6130.148926
	Iteration 9Q: 3 clusters Score -2.33463e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200220 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -23350644.000000 Penalty: 6130.148926
	Iteration 10Q: 3 clusters Score -2.335064e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206265 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -23353878.000000 Penalty: 6130.148926
	Iteration 11Q: 3 clusters Score -2.335388e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211393 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -23356188.000000 Penalty: 6130.148926
	Iteration 12Q: 3 clusters Score -2.335619e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215802 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -23358084.000000 Penalty: 6130.148926
	Iteration 13Q: 3 clusters Score -2.335808e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219475 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -23359578.000000 Penalty: 6130.148926
	Iteration 14Q: 3 clusters Score -2.335958e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222502 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -23360790.000000 Penalty: 6130.148926
	Iteration 15Q: 3 clusters Score -2.336079e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225019 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -23361994.000000 Penalty: 6130.148926
	Iteration 16Q: 3 clusters Score -2.336199e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227148 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -23363054.000000 Penalty: 6130.148926
	Iteration 17Q: 3 clusters Score -2.336305e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228847 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -23363972.000000 Penalty: 6130.148926
	Iteration 18Q: 3 clusters Score -2.336397e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230080 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -23364624.000000 Penalty: 6130.148926
	Iteration 19Q: 3 clusters Score -2.336462e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230927 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -23365098.000000 Penalty: 6130.148926
	Iteration 20F: 3 clusters Score -2.33651e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231472 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -23365412.000000 Penalty: 6130.148926
	Iteration 21Q: 3 clusters Score -2.336541e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231781 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -23365566.000000 Penalty: 6130.148926
	Iteration 22Q: 3 clusters Score -2.336557e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231979 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -23365636.000000 Penalty: 6130.148926
	Iteration 23Q: 3 clusters Score -2.336564e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232134 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -23365718.000000 Penalty: 6130.148926
	Iteration 24Q: 3 clusters Score -2.336572e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232220 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -23365786.000000 Penalty: 6130.148926
	Iteration 25Q: 3 clusters Score -2.336579e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232274 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -23365838.000000 Penalty: 6130.148926
	Iteration 26Q: 3 clusters Score -2.336584e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232316 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -23365886.000000 Penalty: 6130.148926
	Iteration 27Q: 3 clusters Score -2.336589e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232368 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -23365926.000000 Penalty: 6130.148926
	Iteration 28Q: 3 clusters Score -2.336593e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232397 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -23366000.000000 Penalty: 6130.148926
	Iteration 29Q: 3 clusters Score -2.3366e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232423 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -23366020.000000 Penalty: 6130.148926
	Iteration 30Q: 3 clusters Score -2.336602e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232442 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -23366024.000000 Penalty: 6130.148926
	Iteration 31Q: 3 clusters Score -2.336602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232444 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -23366032.000000 Penalty: 6130.148926
	Iteration 32Q: 3 clusters Score -2.336603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232451 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -23366026.000000 Penalty: 6130.148926
	Iteration 33Q: 3 clusters Score -2.336603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232455 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -23366036.000000 Penalty: 6130.148926
	Iteration 34Q: 3 clusters Score -2.336604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232460 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -23366016.000000 Penalty: 6130.148926
	Iteration 35Q: 3 clusters Score -2.336602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232467 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -23366024.000000 Penalty: 6130.148926
	Iteration 36Q: 3 clusters Score -2.336602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232470 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -23366028.000000 Penalty: 6130.148926
	Iteration 37Q: 3 clusters Score -2.336603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232472 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -23366036.000000 Penalty: 6130.148926
	Iteration 38Q: 3 clusters Score -2.336604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232473 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -23366048.000000 Penalty: 6130.148926
	Iteration 39Q: 3 clusters Score -2.336605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232476 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -23366040.000000 Penalty: 6130.148926
	Iteration 40F: 3 clusters Score -2.336604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232478 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -23366042.000000 Penalty: 6130.148926
	Iteration 41Q: 3 clusters Score -2.336604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232480 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -23366036.000000 Penalty: 6130.148926
	Iteration 42Q: 3 clusters Score -2.336604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232481 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -23366038.000000 Penalty: 6130.148926
	Iteration 43Q: 3 clusters Score -2.336604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232481 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -23366038.000000 Penalty: 6130.148926
	Iteration 44F: 3 clusters Score -2.336604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Entering Unmasked Estep 
Score: -828882.437500 Penalty: 2238.073975
	Iteration 0F: 2 clusters Score -828882.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -822291.750000 Penalty: 4476.147949
	Iteration 0F: 3 clusters Score -822291.8 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -824103.875000 Penalty: 4476.147949
	Iteration 1F: 3 clusters Score -824103.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -824453.187500 Penalty: 4476.147949
	Iteration 2F: 3 clusters Score -824453.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -824691.500000 Penalty: 4476.147949
	Iteration 3F: 3 clusters Score -824691.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -824869.562500 Penalty: 4476.147949
	Iteration 4Q: 3 clusters Score -824869.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -824999.750000 Penalty: 4476.147949
	Iteration 5Q: 3 clusters Score -824999.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -825107.187500 Penalty: 4476.147949
	Iteration 6Q: 3 clusters Score -825107.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -825208.500000 Penalty: 4476.147949
	Iteration 7Q: 3 clusters Score -825208.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -825291.625000 Penalty: 4476.147949
	Iteration 8Q: 3 clusters Score -825291.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -825359.500000 Penalty: 4476.147949
	Iteration 9Q: 3 clusters Score -825359.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -825424.187500 Penalty: 4476.147949
	Iteration 10Q: 3 clusters Score -825424.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -825492.875000 Penalty: 4476.147949
	Iteration 11Q: 3 clusters Score -825492.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -825549.375000 Penalty: 4476.147949
	Iteration 12Q: 3 clusters Score -825549.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -825596.187500 Penalty: 4476.147949
	Iteration 13Q: 3 clusters Score -825596.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -825635.375000 Penalty: 4476.147949
	Iteration 14Q: 3 clusters Score -825635.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -825686.375000 Penalty: 4476.147949
	Iteration 15Q: 3 clusters Score -825686.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -825735.062500 Penalty: 4476.147949
	Iteration 16Q: 3 clusters Score -825735.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -825775.750000 Penalty: 4476.147949
	Iteration 17Q: 3 clusters Score -825775.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -825819.500000 Penalty: 4476.147949
	Iteration 18Q: 3 clusters Score -825819.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -825860.875000 Penalty: 4476.147949
	Iteration 19Q: 3 clusters Score -825860.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -825903.250000 Penalty: 4476.147949
	Iteration 20F: 3 clusters Score -825903.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -825947.625000 Penalty: 4476.147949
	Iteration 21Q: 3 clusters Score -825947.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -825998.687500 Penalty: 4476.147949
	Iteration 22Q: 3 clusters Score -825998.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -826057.562500 Penalty: 4476.147949
	Iteration 23Q: 3 clusters Score -826057.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -826114.750000 Penalty: 4476.147949
	Iteration 24Q: 3 clusters Score -826114.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -826167.625000 Penalty: 4476.147949
	Iteration 25Q: 3 clusters Score -826167.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -826222.687500 Penalty: 4476.147949
	Iteration 26Q: 3 clusters Score -826222.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -826270.250000 Penalty: 4476.147949
	Iteration 27Q: 3 clusters Score -826270.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -826328.625000 Penalty: 4476.147949
	Iteration 28Q: 3 clusters Score -826328.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -826390.375000 Penalty: 4476.147949
	Iteration 29Q: 3 clusters Score -826390.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -826457.250000 Penalty: 4476.147949
	Iteration 30Q: 3 clusters Score -826457.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -826541.375000 Penalty: 4476.147949
	Iteration 31Q: 3 clusters Score -826541.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -826636.625000 Penalty: 4476.147949
	Iteration 32Q: 3 clusters Score -826636.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -826734.750000 Penalty: 4476.147949
	Iteration 33Q: 3 clusters Score -826734.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -826834.000000 Penalty: 4476.147949
	Iteration 34Q: 3 clusters Score -826834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -826909.750000 Penalty: 4476.147949
	Iteration 35Q: 3 clusters Score -826909.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -826968.062500 Penalty: 4476.147949
	Iteration 36Q: 3 clusters Score -826968.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -827010.062500 Penalty: 4476.147949
	Iteration 37Q: 3 clusters Score -827010.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -827046.062500 Penalty: 4476.147949
	Iteration 38Q: 3 clusters Score -827046.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -827069.375000 Penalty: 4476.147949
	Iteration 39Q: 3 clusters Score -827069.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -827100.562500 Penalty: 4476.147949
	Iteration 40F: 3 clusters Score -827100.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -827120.437500 Penalty: 4476.147949
	Iteration 41Q: 3 clusters Score -827120.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -827137.937500 Penalty: 4476.147949
	Iteration 42Q: 3 clusters Score -827137.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -827150.812500 Penalty: 4476.147949
	Iteration 43Q: 3 clusters Score -827150.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -827163.312500 Penalty: 4476.147949
	Iteration 44Q: 3 clusters Score -827163.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -827168.500000 Penalty: 4476.147949
	Iteration 45Q: 3 clusters Score -827168.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -827177.187500 Penalty: 4476.147949
	Iteration 46Q: 3 clusters Score -827177.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -827182.687500 Penalty: 4476.147949
	Iteration 47Q: 3 clusters Score -827182.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -827187.375000 Penalty: 4476.147949
	Iteration 48Q: 3 clusters Score -827187.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -827191.250000 Penalty: 4476.147949
	Iteration 49Q: 3 clusters Score -827191.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -827194.375000 Penalty: 4476.147949
	Iteration 50Q: 3 clusters Score -827194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -827197.500000 Penalty: 4476.147949
	Iteration 51Q: 3 clusters Score -827197.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -827197.812500 Penalty: 4476.147949
	Iteration 52Q: 3 clusters Score -827197.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -827203.062500 Penalty: 4476.147949
	Iteration 53Q: 3 clusters Score -827203.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -827202.750000 Penalty: 4476.147949
	Iteration 54Q: 3 clusters Score -827202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -827203.062500 Penalty: 4476.147949
	Iteration 55Q: 3 clusters Score -827203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -827203.250000 Penalty: 4476.147949
	Iteration 56Q: 3 clusters Score -827203.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -827203.937500 Penalty: 4476.147949
	Iteration 57Q: 3 clusters Score -827203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -827204.625000 Penalty: 4476.147949
	Iteration 58Q: 3 clusters Score -827204.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -827205.875000 Penalty: 4476.147949
	Iteration 59Q: 3 clusters Score -827205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -827206.687500 Penalty: 4476.147949
	Iteration 60F: 3 clusters Score -827206.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -827207.875000 Penalty: 4476.147949
	Iteration 61Q: 3 clusters Score -827207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -827207.875000 Penalty: 4476.147949
	Iteration 62Q: 3 clusters Score -827207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -827208.875000 Penalty: 4476.147949
	Iteration 63Q: 3 clusters Score -827208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -827208.937500 Penalty: 4476.147949
	Iteration 64Q: 3 clusters Score -827208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -827208.750000 Penalty: 4476.147949
	Iteration 65Q: 3 clusters Score -827208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -827208.750000 Penalty: 4476.147949
	Iteration 66F: 3 clusters Score -827208.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Entering Unmasked Estep 
Score: -754669.687500 Penalty: 2210.393555
	Iteration 0F: 2 clusters Score -754669.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -748618.375000 Penalty: 4420.787109
	Iteration 0F: 3 clusters Score -748618.4 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -750126.250000 Penalty: 4420.787109
	Iteration 1F: 3 clusters Score -750126.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -750403.062500 Penalty: 4420.787109
	Iteration 2F: 3 clusters Score -750403.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -750604.062500 Penalty: 4420.787109
	Iteration 3F: 3 clusters Score -750604.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -750796.875000 Penalty: 4420.787109
	Iteration 4Q: 3 clusters Score -750796.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -750972.250000 Penalty: 4420.787109
	Iteration 5Q: 3 clusters Score -750972.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -751127.687500 Penalty: 4420.787109
	Iteration 6Q: 3 clusters Score -751127.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -751277.125000 Penalty: 4420.787109
	Iteration 7Q: 3 clusters Score -751277.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -751424.562500 Penalty: 4420.787109
	Iteration 8Q: 3 clusters Score -751424.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -751549.937500 Penalty: 4420.787109
	Iteration 9Q: 3 clusters Score -751549.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -751653.437500 Penalty: 4420.787109
	Iteration 10Q: 3 clusters Score -751653.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -751734.000000 Penalty: 4420.787109
	Iteration 11Q: 3 clusters Score -751734 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -751794.000000 Penalty: 4420.787109
	Iteration 12Q: 3 clusters Score -751794 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -751844.250000 Penalty: 4420.787109
	Iteration 13Q: 3 clusters Score -751844.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -751885.062500 Penalty: 4420.787109
	Iteration 14Q: 3 clusters Score -751885.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -751923.687500 Penalty: 4420.787109
	Iteration 15Q: 3 clusters Score -751923.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -751956.500000 Penalty: 4420.787109
	Iteration 16Q: 3 clusters Score -751956.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -751992.125000 Penalty: 4420.787109
	Iteration 17Q: 3 clusters Score -751992.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -752016.562500 Penalty: 4420.787109
	Iteration 18Q: 3 clusters Score -752016.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -752038.562500 Penalty: 4420.787109
	Iteration 19Q: 3 clusters Score -752038.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -752059.625000 Penalty: 4420.787109
	Iteration 20F: 3 clusters Score -752059.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -752075.812500 Penalty: 4420.787109
	Iteration 21Q: 3 clusters Score -752075.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -752088.875000 Penalty: 4420.787109
	Iteration 22Q: 3 clusters Score -752088.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -752101.250000 Penalty: 4420.787109
	Iteration 23Q: 3 clusters Score -752101.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -752113.437500 Penalty: 4420.787109
	Iteration 24Q: 3 clusters Score -752113.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -752120.062500 Penalty: 4420.787109
	Iteration 25Q: 3 clusters Score -752120.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -752131.375000 Penalty: 4420.787109
	Iteration 26Q: 3 clusters Score -752131.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -752146.500000 Penalty: 4420.787109
	Iteration 27Q: 3 clusters Score -752146.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -752160.625000 Penalty: 4420.787109
	Iteration 28Q: 3 clusters Score -752160.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -752168.750000 Penalty: 4420.787109
	Iteration 29Q: 3 clusters Score -752168.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -752181.000000 Penalty: 4420.787109
	Iteration 30Q: 3 clusters Score -752181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -752194.000000 Penalty: 4420.787109
	Iteration 31Q: 3 clusters Score -752194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -752208.375000 Penalty: 4420.787109
	Iteration 32Q: 3 clusters Score -752208.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -752219.500000 Penalty: 4420.787109
	Iteration 33Q: 3 clusters Score -752219.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -752231.375000 Penalty: 4420.787109
	Iteration 34Q: 3 clusters Score -752231.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -752240.625000 Penalty: 4420.787109
	Iteration 35Q: 3 clusters Score -752240.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -752250.000000 Penalty: 4420.787109
	Iteration 36Q: 3 clusters Score -752250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -752254.750000 Penalty: 4420.787109
	Iteration 37Q: 3 clusters Score -752254.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -752261.250000 Penalty: 4420.787109
	Iteration 38Q: 3 clusters Score -752261.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -752264.375000 Penalty: 4420.787109
	Iteration 39Q: 3 clusters Score -752264.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -752264.250000 Penalty: 4420.787109
	Iteration 40F: 3 clusters Score -752264.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -752269.062500 Penalty: 4420.787109
	Iteration 41Q: 3 clusters Score -752269.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -752271.375000 Penalty: 4420.787109
	Iteration 42Q: 3 clusters Score -752271.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -752271.875000 Penalty: 4420.787109
	Iteration 43Q: 3 clusters Score -752271.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -752272.625000 Penalty: 4420.787109
	Iteration 44Q: 3 clusters Score -752272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -752272.750000 Penalty: 4420.787109
	Iteration 45Q: 3 clusters Score -752272.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -752272.812500 Penalty: 4420.787109
	Iteration 46Q: 3 clusters Score -752272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -752272.937500 Penalty: 4420.787109
	Iteration 47Q: 3 clusters Score -752272.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -752272.437500 Penalty: 4420.787109
	Iteration 48Q: 3 clusters Score -752272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -752274.500000 Penalty: 4420.787109
	Iteration 49Q: 3 clusters Score -752274.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -752276.000000 Penalty: 4420.787109
	Iteration 50Q: 3 clusters Score -752276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -752280.250000 Penalty: 4420.787109
	Iteration 51Q: 3 clusters Score -752280.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -752278.812500 Penalty: 4420.787109
	Iteration 52Q: 3 clusters Score -752278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -752279.500000 Penalty: 4420.787109
	Iteration 53Q: 3 clusters Score -752279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -752281.437500 Penalty: 4420.787109
	Iteration 54Q: 3 clusters Score -752281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -752281.562500 Penalty: 4420.787109
	Iteration 55Q: 3 clusters Score -752281.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -752283.375000 Penalty: 4420.787109
	Iteration 56Q: 3 clusters Score -752283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -752283.437500 Penalty: 4420.787109
	Iteration 57Q: 3 clusters Score -752283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -752283.625000 Penalty: 4420.787109
	Iteration 58Q: 3 clusters Score -752283.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -752284.562500 Penalty: 4420.787109
	Iteration 59Q: 3 clusters Score -752284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -752284.750000 Penalty: 4420.787109
	Iteration 60F: 3 clusters Score -752284.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -752283.750000 Penalty: 4420.787109
	Iteration 61Q: 3 clusters Score -752283.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -752283.812500 Penalty: 4420.787109
	Iteration 62Q: 3 clusters Score -752283.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -752282.687500 Penalty: 4420.787109
	Iteration 63Q: 3 clusters Score -752282.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -752283.937500 Penalty: 4420.787109
	Iteration 64Q: 3 clusters Score -752283.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -752285.687500 Penalty: 4420.787109
	Iteration 65Q: 3 clusters Score -752285.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -752286.187500 Penalty: 4420.787109
	Iteration 66Q: 3 clusters Score -752286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -752287.500000 Penalty: 4420.787109
	Iteration 67Q: 3 clusters Score -752287.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -752288.687500 Penalty: 4420.787109
	Iteration 68Q: 3 clusters Score -752288.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -752288.562500 Penalty: 4420.787109
	Iteration 69Q: 3 clusters Score -752288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -752287.937500 Penalty: 4420.787109
	Iteration 70Q: 3 clusters Score -752287.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -752289.812500 Penalty: 4420.787109
	Iteration 71Q: 3 clusters Score -752289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -752291.250000 Penalty: 4420.787109
	Iteration 72Q: 3 clusters Score -752291.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -752291.250000 Penalty: 4420.787109
	Iteration 73F: 3 clusters Score -752291.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Entering Unmasked Estep 
Score: -1544821.750000 Penalty: 2385.413330
	Iteration 0F: 2 clusters Score -1544822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1533973.125000 Penalty: 4770.826660
	Iteration 0F: 3 clusters Score -1533973 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1537415.125000 Penalty: 4770.826660
	Iteration 1F: 3 clusters Score -1537415 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1537809.000000 Penalty: 4770.826660
	Iteration 2F: 3 clusters Score -1537809 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1538140.875000 Penalty: 4770.826660
	Iteration 3F: 3 clusters Score -1538141 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1538388.625000 Penalty: 4770.826660
	Iteration 4Q: 3 clusters Score -1538389 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1538607.375000 Penalty: 4770.826660
	Iteration 5Q: 3 clusters Score -1538607 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1538845.500000 Penalty: 4770.826660
	Iteration 6Q: 3 clusters Score -1538846 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1539099.375000 Penalty: 4770.826660
	Iteration 7Q: 3 clusters Score -1539099 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1539372.250000 Penalty: 4770.826660
	Iteration 8Q: 3 clusters Score -1539372 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1539733.750000 Penalty: 4770.826660
	Iteration 9Q: 3 clusters Score -1539734 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1540173.500000 Penalty: 4770.826660
	Iteration 10Q: 3 clusters Score -1540174 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1540677.375000 Penalty: 4770.826660
	Iteration 11Q: 3 clusters Score -1540677 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1541212.625000 Penalty: 4770.826660
	Iteration 12Q: 3 clusters Score -1541213 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1541629.750000 Penalty: 4770.826660
	Iteration 13Q: 3 clusters Score -1541630 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1541873.375000 Penalty: 4770.826660
	Iteration 14Q: 3 clusters Score -1541873 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1542025.875000 Penalty: 4770.826660
	Iteration 15Q: 3 clusters Score -1542026 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1542139.500000 Penalty: 4770.826660
	Iteration 16Q: 3 clusters Score -1542140 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1542224.375000 Penalty: 4770.826660
	Iteration 17Q: 3 clusters Score -1542224 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1542288.875000 Penalty: 4770.826660
	Iteration 18Q: 3 clusters Score -1542289 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1542338.125000 Penalty: 4770.826660
	Iteration 19Q: 3 clusters Score -1542338 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1542382.875000 Penalty: 4770.826660
	Iteration 20F: 3 clusters Score -1542383 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1542405.500000 Penalty: 4770.826660
	Iteration 21Q: 3 clusters Score -1542406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1542428.250000 Penalty: 4770.826660
	Iteration 22Q: 3 clusters Score -1542428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1542443.875000 Penalty: 4770.826660
	Iteration 23Q: 3 clusters Score -1542444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1542459.000000 Penalty: 4770.826660
	Iteration 24Q: 3 clusters Score -1542459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1542477.625000 Penalty: 4770.826660
	Iteration 25Q: 3 clusters Score -1542478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1542491.500000 Penalty: 4770.826660
	Iteration 26Q: 3 clusters Score -1542492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1542499.750000 Penalty: 4770.826660
	Iteration 27Q: 3 clusters Score -1542500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1542509.000000 Penalty: 4770.826660
	Iteration 28Q: 3 clusters Score -1542509 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1542526.625000 Penalty: 4770.826660
	Iteration 29Q: 3 clusters Score -1542527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1542547.250000 Penalty: 4770.826660
	Iteration 30Q: 3 clusters Score -1542547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1542551.375000 Penalty: 4770.826660
	Iteration 31Q: 3 clusters Score -1542551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1542558.750000 Penalty: 4770.826660
	Iteration 32Q: 3 clusters Score -1542559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1542561.750000 Penalty: 4770.826660
	Iteration 33Q: 3 clusters Score -1542562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1542565.875000 Penalty: 4770.826660
	Iteration 34Q: 3 clusters Score -1542566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1542571.125000 Penalty: 4770.826660
	Iteration 35Q: 3 clusters Score -1542571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1542571.125000 Penalty: 4770.826660
	Iteration 36Q: 3 clusters Score -1542571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1542576.875000 Penalty: 4770.826660
	Iteration 37Q: 3 clusters Score -1542577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1542579.125000 Penalty: 4770.826660
	Iteration 38Q: 3 clusters Score -1542579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1542585.500000 Penalty: 4770.826660
	Iteration 39Q: 3 clusters Score -1542586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1542588.250000 Penalty: 4770.826660
	Iteration 40F: 3 clusters Score -1542588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1542594.875000 Penalty: 4770.826660
	Iteration 41Q: 3 clusters Score -1542595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1542598.625000 Penalty: 4770.826660
	Iteration 42Q: 3 clusters Score -1542599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1542606.750000 Penalty: 4770.826660
	Iteration 43Q: 3 clusters Score -1542607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1542609.125000 Penalty: 4770.826660
	Iteration 44Q: 3 clusters Score -1542609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1542617.625000 Penalty: 4770.826660
	Iteration 45Q: 3 clusters Score -1542618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1542621.250000 Penalty: 4770.826660
	Iteration 46Q: 3 clusters Score -1542621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1542622.500000 Penalty: 4770.826660
	Iteration 47Q: 3 clusters Score -1542622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1542622.500000 Penalty: 4770.826660
	Iteration 48Q: 3 clusters Score -1542622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1542625.750000 Penalty: 4770.826660
	Iteration 49Q: 3 clusters Score -1542626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1542623.000000 Penalty: 4770.826660
	Iteration 50Q: 3 clusters Score -1542623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1542623.750000 Penalty: 4770.826660
	Iteration 51Q: 3 clusters Score -1542624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1542626.625000 Penalty: 4770.826660
	Iteration 52Q: 3 clusters Score -1542627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1542624.375000 Penalty: 4770.826660
	Iteration 53Q: 3 clusters Score -1542624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1542628.625000 Penalty: 4770.826660
	Iteration 54Q: 3 clusters Score -1542629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1542626.875000 Penalty: 4770.826660
	Iteration 55Q: 3 clusters Score -1542627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1542632.375000 Penalty: 4770.826660
	Iteration 56Q: 3 clusters Score -1542632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1542632.375000 Penalty: 4770.826660
	Iteration 57Q: 3 clusters Score -1542632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1542635.250000 Penalty: 4770.826660
	Iteration 58Q: 3 clusters Score -1542635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1542639.000000 Penalty: 4770.826660
	Iteration 59Q: 3 clusters Score -1542639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1542645.125000 Penalty: 4770.826660
	Iteration 60F: 3 clusters Score -1542645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1542645.125000 Penalty: 4770.826660
	Iteration 61Q: 3 clusters Score -1542645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1542653.125000 Penalty: 4770.826660
	Iteration 62Q: 3 clusters Score -1542653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1542659.125000 Penalty: 4770.826660
	Iteration 63Q: 3 clusters Score -1542659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1542664.125000 Penalty: 4770.826660
	Iteration 64Q: 3 clusters Score -1542664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1542670.375000 Penalty: 4770.826660
	Iteration 65Q: 3 clusters Score -1542670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1542671.750000 Penalty: 4770.826660
	Iteration 66Q: 3 clusters Score -1542672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1542673.625000 Penalty: 4770.826660
	Iteration 67Q: 3 clusters Score -1542674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1542679.625000 Penalty: 4770.826660
	Iteration 68Q: 3 clusters Score -1542680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1542682.625000 Penalty: 4770.826660
	Iteration 69Q: 3 clusters Score -1542683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1542688.875000 Penalty: 4770.826660
	Iteration 70Q: 3 clusters Score -1542689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1542691.375000 Penalty: 4770.826660
	Iteration 71Q: 3 clusters Score -1542691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1542693.875000 Penalty: 4770.826660
	Iteration 72Q: 3 clusters Score -1542694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1542700.250000 Penalty: 4770.826660
	Iteration 73Q: 3 clusters Score -1542700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1542709.875000 Penalty: 4770.826660
	Iteration 74Q: 3 clusters Score -1542710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1542713.500000 Penalty: 4770.826660
	Iteration 75Q: 3 clusters Score -1542714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1542721.375000 Penalty: 4770.826660
	Iteration 76Q: 3 clusters Score -1542721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1542727.250000 Penalty: 4770.826660
	Iteration 77Q: 3 clusters Score -1542727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1542728.000000 Penalty: 4770.826660
	Iteration 78Q: 3 clusters Score -1542728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1542730.250000 Penalty: 4770.826660
	Iteration 79Q: 3 clusters Score -1542730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1542733.375000 Penalty: 4770.826660
	Iteration 80F: 3 clusters Score -1542733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1542735.875000 Penalty: 4770.826660
	Iteration 81Q: 3 clusters Score -1542736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1542740.375000 Penalty: 4770.826660
	Iteration 82Q: 3 clusters Score -1542740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1542747.000000 Penalty: 4770.826660
	Iteration 83Q: 3 clusters Score -1542747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1542748.500000 Penalty: 4770.826660
	Iteration 84Q: 3 clusters Score -1542748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1542754.125000 Penalty: 4770.826660
	Iteration 85Q: 3 clusters Score -1542754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1542761.875000 Penalty: 4770.826660
	Iteration 86Q: 3 clusters Score -1542762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1542765.250000 Penalty: 4770.826660
	Iteration 87Q: 3 clusters Score -1542765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1542774.500000 Penalty: 4770.826660
	Iteration 88Q: 3 clusters Score -1542774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1542776.875000 Penalty: 4770.826660
	Iteration 89Q: 3 clusters Score -1542777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1542780.625000 Penalty: 4770.826660
	Iteration 90Q: 3 clusters Score -1542781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1542785.875000 Penalty: 4770.826660
	Iteration 91Q: 3 clusters Score -1542786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1542789.500000 Penalty: 4770.826660
	Iteration 92Q: 3 clusters Score -1542790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1542791.000000 Penalty: 4770.826660
	Iteration 93Q: 3 clusters Score -1542791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1542793.625000 Penalty: 4770.826660
	Iteration 94Q: 3 clusters Score -1542794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1542795.375000 Penalty: 4770.826660
	Iteration 95Q: 3 clusters Score -1542795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1542795.875000 Penalty: 4770.826660
	Iteration 96Q: 3 clusters Score -1542796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1542800.375000 Penalty: 4770.826660
	Iteration 97Q: 3 clusters Score -1542800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1542797.875000 Penalty: 4770.826660
	Iteration 98Q: 3 clusters Score -1542798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1542800.125000 Penalty: 4770.826660
	Iteration 99Q: 3 clusters Score -1542800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1542800.125000 Penalty: 4770.826660
	Iteration 100F: 3 clusters Score -1542800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Entering Unmasked Estep 
Score: -466107.000000 Penalty: 2108.112549
	Iteration 0F: 2 clusters Score -466107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -461604.187500 Penalty: 4216.225098
	Iteration 0F: 3 clusters Score -461604.2 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -462723.906250 Penalty: 4216.225098
	Iteration 1F: 3 clusters Score -462723.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -462992.625000 Penalty: 4216.225098
	Iteration 2F: 3 clusters Score -462992.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -463217.218750 Penalty: 4216.225098
	Iteration 3F: 3 clusters Score -463217.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -463451.625000 Penalty: 4216.225098
	Iteration 4F: 3 clusters Score -463451.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -463683.125000 Penalty: 4216.225098
	Iteration 5F: 3 clusters Score -463683.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -463860.343750 Penalty: 4216.225098
	Iteration 6Q: 3 clusters Score -463860.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -464017.093750 Penalty: 4216.225098
	Iteration 7Q: 3 clusters Score -464017.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -464138.781250 Penalty: 4216.225098
	Iteration 8Q: 3 clusters Score -464138.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -464252.125000 Penalty: 4216.225098
	Iteration 9Q: 3 clusters Score -464252.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -464361.843750 Penalty: 4216.225098
	Iteration 10Q: 3 clusters Score -464361.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -464463.375000 Penalty: 4216.225098
	Iteration 11Q: 3 clusters Score -464463.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -464542.562500 Penalty: 4216.225098
	Iteration 12Q: 3 clusters Score -464542.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -464587.531250 Penalty: 4216.225098
	Iteration 13Q: 3 clusters Score -464587.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -464620.125000 Penalty: 4216.225098
	Iteration 14Q: 3 clusters Score -464620.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -464644.125000 Penalty: 4216.225098
	Iteration 15Q: 3 clusters Score -464644.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -464663.437500 Penalty: 4216.225098
	Iteration 16Q: 3 clusters Score -464663.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -464678.531250 Penalty: 4216.225098
	Iteration 17Q: 3 clusters Score -464678.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -464690.812500 Penalty: 4216.225098
	Iteration 18Q: 3 clusters Score -464690.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -464699.625000 Penalty: 4216.225098
	Iteration 19Q: 3 clusters Score -464699.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -464705.531250 Penalty: 4216.225098
	Iteration 20F: 3 clusters Score -464705.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -464711.250000 Penalty: 4216.225098
	Iteration 21Q: 3 clusters Score -464711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -464714.000000 Penalty: 4216.225098
	Iteration 22Q: 3 clusters Score -464714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -464714.406250 Penalty: 4216.225098
	Iteration 23Q: 3 clusters Score -464714.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -464715.625000 Penalty: 4216.225098
	Iteration 24Q: 3 clusters Score -464715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -464715.125000 Penalty: 4216.225098
	Iteration 25Q: 3 clusters Score -464715.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -464715.125000 Penalty: 4216.225098
	Iteration 26F: 3 clusters Score -464715.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (71483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Entering Unmasked Estep 
Score: -7253685.000000 Penalty: 2771.949219
	Iteration 0F: 2 clusters Score -7253685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -7205830.500000 Penalty: 5543.898438
	Iteration 0F: 3 clusters Score -7205830 nChanged 33458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -7224709.000000 Penalty: 5543.898438
	Iteration 1F: 3 clusters Score -7224709 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -7225383.000000 Penalty: 5543.898438
	Iteration 2Q: 3 clusters Score -7225383 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -7226079.500000 Penalty: 5543.898438
	Iteration 3Q: 3 clusters Score -7226080 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -7226977.500000 Penalty: 5543.898438
	Iteration 4Q: 3 clusters Score -7226978 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -7228408.500000 Penalty: 5543.898438
	Iteration 5Q: 3 clusters Score -7228408 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -7230736.500000 Penalty: 5543.898438
	Iteration 6F: 3 clusters Score -7230736 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -7234554.500000 Penalty: 5543.898438
	Iteration 7F: 3 clusters Score -7234554 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -7239689.500000 Penalty: 5543.898438
	Iteration 8F: 3 clusters Score -7239690 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -7244666.500000 Penalty: 5543.898438
	Iteration 9F: 3 clusters Score -7244666 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -7248148.000000 Penalty: 5543.898438
	Iteration 10F: 3 clusters Score -7248148 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69895 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7249911.500000 Penalty: 5543.898438
	Iteration 11Q: 3 clusters Score -7249912 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7250607.500000 Penalty: 5543.898438
	Iteration 12Q: 3 clusters Score -7250608 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7250919.500000 Penalty: 5543.898438
	Iteration 13Q: 3 clusters Score -7250920 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7251078.000000 Penalty: 5543.898438
	Iteration 14Q: 3 clusters Score -7251078 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7251160.000000 Penalty: 5543.898438
	Iteration 15Q: 3 clusters Score -7251160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71155 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7251216.000000 Penalty: 5543.898438
	Iteration 16Q: 3 clusters Score -7251216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71167 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7251232.000000 Penalty: 5543.898438
	Iteration 17Q: 3 clusters Score -7251232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7251252.500000 Penalty: 5543.898438
	Iteration 18Q: 3 clusters Score -7251252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71184 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7251261.500000 Penalty: 5543.898438
	Iteration 19Q: 3 clusters Score -7251262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7251266.500000 Penalty: 5543.898438
	Iteration 20F: 3 clusters Score -7251266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7251284.500000 Penalty: 5543.898438
	Iteration 21Q: 3 clusters Score -7251284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71198 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7251281.500000 Penalty: 5543.898438
	Iteration 22Q: 3 clusters Score -7251282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71198 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7251281.500000 Penalty: 5543.898438
	Iteration 23F: 3 clusters Score -7251282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -187691.781250 Penalty: 1883.281738
	Iteration 0F: 2 clusters Score -187691.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -185059.750000 Penalty: 3766.563477
	Iteration 0F: 3 clusters Score -185059.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -185533.734375 Penalty: 3766.563477
	Iteration 1F: 3 clusters Score -185533.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -185711.484375 Penalty: 3766.563477
	Iteration 2F: 3 clusters Score -185711.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -185804.890625 Penalty: 3766.563477
	Iteration 3Q: 3 clusters Score -185804.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -185879.984375 Penalty: 3766.563477
	Iteration 4Q: 3 clusters Score -185880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -185947.890625 Penalty: 3766.563477
	Iteration 5Q: 3 clusters Score -185947.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -185995.093750 Penalty: 3766.563477
	Iteration 6Q: 3 clusters Score -185995.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -186033.968750 Penalty: 3766.563477
	Iteration 7Q: 3 clusters Score -186034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -186063.984375 Penalty: 3766.563477
	Iteration 8Q: 3 clusters Score -186064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -186105.109375 Penalty: 3766.563477
	Iteration 9Q: 3 clusters Score -186105.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -186152.953125 Penalty: 3766.563477
	Iteration 10Q: 3 clusters Score -186153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -186200.156250 Penalty: 3766.563477
	Iteration 11Q: 3 clusters Score -186200.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -186239.062500 Penalty: 3766.563477
	Iteration 12Q: 3 clusters Score -186239.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -186256.218750 Penalty: 3766.563477
	Iteration 13Q: 3 clusters Score -186256.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -186263.640625 Penalty: 3766.563477
	Iteration 14Q: 3 clusters Score -186263.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -186271.109375 Penalty: 3766.563477
	Iteration 15Q: 3 clusters Score -186271.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -186280.796875 Penalty: 3766.563477
	Iteration 16Q: 3 clusters Score -186280.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -186292.406250 Penalty: 3766.563477
	Iteration 17Q: 3 clusters Score -186292.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -186300.703125 Penalty: 3766.563477
	Iteration 18Q: 3 clusters Score -186300.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -186304.359375 Penalty: 3766.563477
	Iteration 19Q: 3 clusters Score -186304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -186307.781250 Penalty: 3766.563477
	Iteration 20F: 3 clusters Score -186307.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -186312.187500 Penalty: 3766.563477
	Iteration 21Q: 3 clusters Score -186312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -186313.171875 Penalty: 3766.563477
	Iteration 22Q: 3 clusters Score -186313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -186314.140625 Penalty: 3766.563477
	Iteration 23Q: 3 clusters Score -186314.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -186314.796875 Penalty: 3766.563477
	Iteration 24Q: 3 clusters Score -186314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -186316.484375 Penalty: 3766.563477
	Iteration 25Q: 3 clusters Score -186316.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -186316.484375 Penalty: 3766.563477
	Iteration 26F: 3 clusters Score -186316.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Entering Unmasked Estep 
Score: -438879.500000 Penalty: 2085.251221
	Iteration 0F: 2 clusters Score -438879.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -434665.187500 Penalty: 4170.502441
	Iteration 0F: 3 clusters Score -434665.2 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -435651.281250 Penalty: 4170.502441
	Iteration 1F: 3 clusters Score -435651.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -435901.062500 Penalty: 4170.502441
	Iteration 2F: 3 clusters Score -435901.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -436083.781250 Penalty: 4170.502441
	Iteration 3F: 3 clusters Score -436083.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -436286.031250 Penalty: 4170.502441
	Iteration 4Q: 3 clusters Score -436286 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -436567.312500 Penalty: 4170.502441
	Iteration 5F: 3 clusters Score -436567.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -436834.343750 Penalty: 4170.502441
	Iteration 6F: 3 clusters Score -436834.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -437034.125000 Penalty: 4170.502441
	Iteration 7F: 3 clusters Score -437034.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -437185.281250 Penalty: 4170.502441
	Iteration 8Q: 3 clusters Score -437185.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -437319.468750 Penalty: 4170.502441
	Iteration 9Q: 3 clusters Score -437319.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -437405.906250 Penalty: 4170.502441
	Iteration 10Q: 3 clusters Score -437405.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -437459.406250 Penalty: 4170.502441
	Iteration 11Q: 3 clusters Score -437459.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -437501.125000 Penalty: 4170.502441
	Iteration 12Q: 3 clusters Score -437501.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -437535.000000 Penalty: 4170.502441
	Iteration 13Q: 3 clusters Score -437535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -437561.343750 Penalty: 4170.502441
	Iteration 14Q: 3 clusters Score -437561.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -437580.593750 Penalty: 4170.502441
	Iteration 15Q: 3 clusters Score -437580.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -437595.625000 Penalty: 4170.502441
	Iteration 16Q: 3 clusters Score -437595.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -437610.312500 Penalty: 4170.502441
	Iteration 17Q: 3 clusters Score -437610.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -437631.906250 Penalty: 4170.502441
	Iteration 18Q: 3 clusters Score -437631.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -437645.625000 Penalty: 4170.502441
	Iteration 19Q: 3 clusters Score -437645.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -437664.125000 Penalty: 4170.502441
	Iteration 20F: 3 clusters Score -437664.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -437676.437500 Penalty: 4170.502441
	Iteration 21Q: 3 clusters Score -437676.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -437684.812500 Penalty: 4170.502441
	Iteration 22Q: 3 clusters Score -437684.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -437695.437500 Penalty: 4170.502441
	Iteration 23Q: 3 clusters Score -437695.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -437702.968750 Penalty: 4170.502441
	Iteration 24Q: 3 clusters Score -437703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -437710.906250 Penalty: 4170.502441
	Iteration 25Q: 3 clusters Score -437710.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -437717.593750 Penalty: 4170.502441
	Iteration 26Q: 3 clusters Score -437717.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -437722.531250 Penalty: 4170.502441
	Iteration 27Q: 3 clusters Score -437722.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -437724.187500 Penalty: 4170.502441
	Iteration 28Q: 3 clusters Score -437724.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -437726.500000 Penalty: 4170.502441
	Iteration 29Q: 3 clusters Score -437726.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -437729.437500 Penalty: 4170.502441
	Iteration 30Q: 3 clusters Score -437729.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -437734.656250 Penalty: 4170.502441
	Iteration 31Q: 3 clusters Score -437734.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -437736.187500 Penalty: 4170.502441
	Iteration 32Q: 3 clusters Score -437736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -437736.718750 Penalty: 4170.502441
	Iteration 33Q: 3 clusters Score -437736.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -437736.718750 Penalty: 4170.502441
	Iteration 34F: 3 clusters Score -437736.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Entering Unmasked Estep 
Score: -621480.125000 Penalty: 2210.393555
	Iteration 0F: 2 clusters Score -621480.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -615523.562500 Penalty: 4420.787109
	Iteration 0F: 3 clusters Score -615523.6 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -617592.625000 Penalty: 4420.787109
	Iteration 1F: 3 clusters Score -617592.6 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -618476.562500 Penalty: 4420.787109
	Iteration 2F: 3 clusters Score -618476.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -619017.812500 Penalty: 4420.787109
	Iteration 3F: 3 clusters Score -619017.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -619362.250000 Penalty: 4420.787109
	Iteration 4F: 3 clusters Score -619362.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -619588.625000 Penalty: 4420.787109
	Iteration 5Q: 3 clusters Score -619588.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -619754.625000 Penalty: 4420.787109
	Iteration 6Q: 3 clusters Score -619754.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -619865.000000 Penalty: 4420.787109
	Iteration 7Q: 3 clusters Score -619865 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -619949.375000 Penalty: 4420.787109
	Iteration 8Q: 3 clusters Score -619949.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -620005.000000 Penalty: 4420.787109
	Iteration 9Q: 3 clusters Score -620005 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -620043.187500 Penalty: 4420.787109
	Iteration 10Q: 3 clusters Score -620043.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -620079.500000 Penalty: 4420.787109
	Iteration 11Q: 3 clusters Score -620079.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -620116.000000 Penalty: 4420.787109
	Iteration 12Q: 3 clusters Score -620116 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -620143.000000 Penalty: 4420.787109
	Iteration 13Q: 3 clusters Score -620143 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -620164.875000 Penalty: 4420.787109
	Iteration 14Q: 3 clusters Score -620164.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -620189.187500 Penalty: 4420.787109
	Iteration 15Q: 3 clusters Score -620189.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -620212.875000 Penalty: 4420.787109
	Iteration 16Q: 3 clusters Score -620212.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -620244.812500 Penalty: 4420.787109
	Iteration 17Q: 3 clusters Score -620244.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -620283.000000 Penalty: 4420.787109
	Iteration 18Q: 3 clusters Score -620283 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -620336.000000 Penalty: 4420.787109
	Iteration 19Q: 3 clusters Score -620336 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -620401.062500 Penalty: 4420.787109
	Iteration 20F: 3 clusters Score -620401.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -620477.312500 Penalty: 4420.787109
	Iteration 21Q: 3 clusters Score -620477.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -620572.312500 Penalty: 4420.787109
	Iteration 22Q: 3 clusters Score -620572.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -620670.500000 Penalty: 4420.787109
	Iteration 23Q: 3 clusters Score -620670.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -620762.500000 Penalty: 4420.787109
	Iteration 24Q: 3 clusters Score -620762.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -620846.812500 Penalty: 4420.787109
	Iteration 25Q: 3 clusters Score -620846.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -620926.000000 Penalty: 4420.787109
	Iteration 26Q: 3 clusters Score -620926 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -621024.687500 Penalty: 4420.787109
	Iteration 27Q: 3 clusters Score -621024.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -621117.625000 Penalty: 4420.787109
	Iteration 28Q: 3 clusters Score -621117.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -621198.437500 Penalty: 4420.787109
	Iteration 29Q: 3 clusters Score -621198.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -621262.812500 Penalty: 4420.787109
	Iteration 30Q: 3 clusters Score -621262.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -621313.937500 Penalty: 4420.787109
	Iteration 31Q: 3 clusters Score -621313.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -621347.500000 Penalty: 4420.787109
	Iteration 32Q: 3 clusters Score -621347.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -621366.250000 Penalty: 4420.787109
	Iteration 33Q: 3 clusters Score -621366.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -621380.500000 Penalty: 4420.787109
	Iteration 34Q: 3 clusters Score -621380.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -621385.937500 Penalty: 4420.787109
	Iteration 35Q: 3 clusters Score -621385.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -621390.562500 Penalty: 4420.787109
	Iteration 36Q: 3 clusters Score -621390.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -621395.437500 Penalty: 4420.787109
	Iteration 37Q: 3 clusters Score -621395.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -621398.812500 Penalty: 4420.787109
	Iteration 38Q: 3 clusters Score -621398.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -621403.187500 Penalty: 4420.787109
	Iteration 39Q: 3 clusters Score -621403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -621406.500000 Penalty: 4420.787109
	Iteration 40F: 3 clusters Score -621406.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -621409.937500 Penalty: 4420.787109
	Iteration 41Q: 3 clusters Score -621409.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -621414.312500 Penalty: 4420.787109
	Iteration 42Q: 3 clusters Score -621414.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -621415.625000 Penalty: 4420.787109
	Iteration 43Q: 3 clusters Score -621415.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -621416.937500 Penalty: 4420.787109
	Iteration 44Q: 3 clusters Score -621416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -621418.625000 Penalty: 4420.787109
	Iteration 45Q: 3 clusters Score -621418.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -621420.062500 Penalty: 4420.787109
	Iteration 46Q: 3 clusters Score -621420.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -621422.187500 Penalty: 4420.787109
	Iteration 47Q: 3 clusters Score -621422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -621421.562500 Penalty: 4420.787109
	Iteration 48Q: 3 clusters Score -621421.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -621420.937500 Penalty: 4420.787109
	Iteration 49Q: 3 clusters Score -621420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -621422.625000 Penalty: 4420.787109
	Iteration 50Q: 3 clusters Score -621422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -621422.937500 Penalty: 4420.787109
	Iteration 51Q: 3 clusters Score -621422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -621424.062500 Penalty: 4420.787109
	Iteration 52Q: 3 clusters Score -621424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -621424.500000 Penalty: 4420.787109
	Iteration 53Q: 3 clusters Score -621424.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -621423.437500 Penalty: 4420.787109
	Iteration 54Q: 3 clusters Score -621423.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -621424.250000 Penalty: 4420.787109
	Iteration 55Q: 3 clusters Score -621424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -621424.250000 Penalty: 4420.787109
	Iteration 56F: 3 clusters Score -621424.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Entering Unmasked Estep 
Score: -1373262.625000 Penalty: 2366.010010
	Iteration 0F: 2 clusters Score -1373263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1363143.500000 Penalty: 4732.020020
	Iteration 0F: 3 clusters Score -1363144 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1366561.000000 Penalty: 4732.020020
	Iteration 1F: 3 clusters Score -1366561 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1367294.375000 Penalty: 4732.020020
	Iteration 2F: 3 clusters Score -1367294 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1367947.250000 Penalty: 4732.020020
	Iteration 3F: 3 clusters Score -1367947 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1368653.000000 Penalty: 4732.020020
	Iteration 4F: 3 clusters Score -1368653 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1369295.875000 Penalty: 4732.020020
	Iteration 5F: 3 clusters Score -1369296 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1369880.000000 Penalty: 4732.020020
	Iteration 6F: 3 clusters Score -1369880 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1370373.625000 Penalty: 4732.020020
	Iteration 7Q: 3 clusters Score -1370374 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1370741.125000 Penalty: 4732.020020
	Iteration 8Q: 3 clusters Score -1370741 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1371034.625000 Penalty: 4732.020020
	Iteration 9Q: 3 clusters Score -1371035 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1371217.250000 Penalty: 4732.020020
	Iteration 10Q: 3 clusters Score -1371217 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1371343.875000 Penalty: 4732.020020
	Iteration 11Q: 3 clusters Score -1371344 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1371438.250000 Penalty: 4732.020020
	Iteration 12Q: 3 clusters Score -1371438 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1371511.500000 Penalty: 4732.020020
	Iteration 13Q: 3 clusters Score -1371512 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1371562.625000 Penalty: 4732.020020
	Iteration 14Q: 3 clusters Score -1371563 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1371609.125000 Penalty: 4732.020020
	Iteration 15Q: 3 clusters Score -1371609 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1371646.625000 Penalty: 4732.020020
	Iteration 16Q: 3 clusters Score -1371647 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1371680.750000 Penalty: 4732.020020
	Iteration 17Q: 3 clusters Score -1371681 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1371713.625000 Penalty: 4732.020020
	Iteration 18Q: 3 clusters Score -1371714 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1371739.125000 Penalty: 4732.020020
	Iteration 19Q: 3 clusters Score -1371739 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1371767.250000 Penalty: 4732.020020
	Iteration 20F: 3 clusters Score -1371767 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1371796.125000 Penalty: 4732.020020
	Iteration 21Q: 3 clusters Score -1371796 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1371811.500000 Penalty: 4732.020020
	Iteration 22Q: 3 clusters Score -1371812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1371824.625000 Penalty: 4732.020020
	Iteration 23Q: 3 clusters Score -1371825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1371841.500000 Penalty: 4732.020020
	Iteration 24Q: 3 clusters Score -1371842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1371856.875000 Penalty: 4732.020020
	Iteration 25Q: 3 clusters Score -1371857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1371868.125000 Penalty: 4732.020020
	Iteration 26Q: 3 clusters Score -1371868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1371877.375000 Penalty: 4732.020020
	Iteration 27Q: 3 clusters Score -1371877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1371885.875000 Penalty: 4732.020020
	Iteration 28Q: 3 clusters Score -1371886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1371898.250000 Penalty: 4732.020020
	Iteration 29Q: 3 clusters Score -1371898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1371911.250000 Penalty: 4732.020020
	Iteration 30Q: 3 clusters Score -1371911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1371921.625000 Penalty: 4732.020020
	Iteration 31Q: 3 clusters Score -1371922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1371935.875000 Penalty: 4732.020020
	Iteration 32Q: 3 clusters Score -1371936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1371934.750000 Penalty: 4732.020020
	Iteration 33Q: 3 clusters Score -1371935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1371935.875000 Penalty: 4732.020020
	Iteration 34Q: 3 clusters Score -1371936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1371943.375000 Penalty: 4732.020020
	Iteration 35Q: 3 clusters Score -1371943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1371945.500000 Penalty: 4732.020020
	Iteration 36Q: 3 clusters Score -1371946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1371944.000000 Penalty: 4732.020020
	Iteration 37Q: 3 clusters Score -1371944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1371946.000000 Penalty: 4732.020020
	Iteration 38Q: 3 clusters Score -1371946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1371947.250000 Penalty: 4732.020020
	Iteration 39Q: 3 clusters Score -1371947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1371944.875000 Penalty: 4732.020020
	Iteration 40F: 3 clusters Score -1371945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1371945.875000 Penalty: 4732.020020
	Iteration 41Q: 3 clusters Score -1371946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1371948.125000 Penalty: 4732.020020
	Iteration 42Q: 3 clusters Score -1371948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1371945.750000 Penalty: 4732.020020
	Iteration 43Q: 3 clusters Score -1371946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1371947.375000 Penalty: 4732.020020
	Iteration 44Q: 3 clusters Score -1371947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1371947.125000 Penalty: 4732.020020
	Iteration 45Q: 3 clusters Score -1371947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1371947.125000 Penalty: 4732.020020
	Iteration 46F: 3 clusters Score -1371947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (42692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Entering Unmasked Estep 
Score: -4330065.000000 Penalty: 2644.118164
	Iteration 0F: 2 clusters Score -4330065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -4301110.000000 Penalty: 5288.236328
	Iteration 0F: 3 clusters Score -4301110 nChanged 19531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -4312064.000000 Penalty: 5288.236328
	Iteration 1F: 3 clusters Score -4312064 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4312646.000000 Penalty: 5288.236328
	Iteration 2Q: 3 clusters Score -4312646 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -4313274.000000 Penalty: 5288.236328
	Iteration 3Q: 3 clusters Score -4313274 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -4313905.000000 Penalty: 5288.236328
	Iteration 4Q: 3 clusters Score -4313905 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -4314808.000000 Penalty: 5288.236328
	Iteration 5Q: 3 clusters Score -4314808 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4316015.500000 Penalty: 5288.236328
	Iteration 6F: 3 clusters Score -4316016 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -4317708.500000 Penalty: 5288.236328
	Iteration 7F: 3 clusters Score -4317708 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -4319858.500000 Penalty: 5288.236328
	Iteration 8F: 3 clusters Score -4319858 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -4321948.500000 Penalty: 5288.236328
	Iteration 9F: 3 clusters Score -4321948 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -4323254.000000 Penalty: 5288.236328
	Iteration 10Q: 3 clusters Score -4323254 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4323902.000000 Penalty: 5288.236328
	Iteration 11Q: 3 clusters Score -4323902 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -4324306.500000 Penalty: 5288.236328
	Iteration 12Q: 3 clusters Score -4324306 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -4324638.500000 Penalty: 5288.236328
	Iteration 13Q: 3 clusters Score -4324638 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -4324940.000000 Penalty: 5288.236328
	Iteration 14Q: 3 clusters Score -4324940 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4325223.500000 Penalty: 5288.236328
	Iteration 15Q: 3 clusters Score -4325224 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4325470.500000 Penalty: 5288.236328
	Iteration 16Q: 3 clusters Score -4325470 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -4325685.500000 Penalty: 5288.236328
	Iteration 17Q: 3 clusters Score -4325686 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -4325869.000000 Penalty: 5288.236328
	Iteration 18Q: 3 clusters Score -4325869 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -4326022.500000 Penalty: 5288.236328
	Iteration 19Q: 3 clusters Score -4326022 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -4326180.000000 Penalty: 5288.236328
	Iteration 20F: 3 clusters Score -4326180 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -4326319.000000 Penalty: 5288.236328
	Iteration 21Q: 3 clusters Score -4326319 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -4326444.000000 Penalty: 5288.236328
	Iteration 22Q: 3 clusters Score -4326444 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -4326564.000000 Penalty: 5288.236328
	Iteration 23Q: 3 clusters Score -4326564 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -4326663.500000 Penalty: 5288.236328
	Iteration 24Q: 3 clusters Score -4326664 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -4326751.000000 Penalty: 5288.236328
	Iteration 25Q: 3 clusters Score -4326751 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -4326802.000000 Penalty: 5288.236328
	Iteration 26Q: 3 clusters Score -4326802 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -4326872.000000 Penalty: 5288.236328
	Iteration 27Q: 3 clusters Score -4326872 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -4326945.000000 Penalty: 5288.236328
	Iteration 28Q: 3 clusters Score -4326945 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -4326991.000000 Penalty: 5288.236328
	Iteration 29Q: 3 clusters Score -4326991 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -4327035.500000 Penalty: 5288.236328
	Iteration 30Q: 3 clusters Score -4327036 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -4327086.000000 Penalty: 5288.236328
	Iteration 31Q: 3 clusters Score -4327086 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -4327126.500000 Penalty: 5288.236328
	Iteration 32Q: 3 clusters Score -4327126 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -4327165.000000 Penalty: 5288.236328
	Iteration 33Q: 3 clusters Score -4327165 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -4327213.500000 Penalty: 5288.236328
	Iteration 34Q: 3 clusters Score -4327214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -4327249.000000 Penalty: 5288.236328
	Iteration 35Q: 3 clusters Score -4327249 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -4327292.000000 Penalty: 5288.236328
	Iteration 36Q: 3 clusters Score -4327292 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -4327326.500000 Penalty: 5288.236328
	Iteration 37Q: 3 clusters Score -4327326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -4327344.500000 Penalty: 5288.236328
	Iteration 38Q: 3 clusters Score -4327344 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -4327365.500000 Penalty: 5288.236328
	Iteration 39Q: 3 clusters Score -4327366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -4327388.000000 Penalty: 5288.236328
	Iteration 40F: 3 clusters Score -4327388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -4327411.000000 Penalty: 5288.236328
	Iteration 41Q: 3 clusters Score -4327411 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -4327422.500000 Penalty: 5288.236328
	Iteration 42Q: 3 clusters Score -4327422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -4327437.000000 Penalty: 5288.236328
	Iteration 43Q: 3 clusters Score -4327437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -4327453.000000 Penalty: 5288.236328
	Iteration 44Q: 3 clusters Score -4327453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -4327476.500000 Penalty: 5288.236328
	Iteration 45Q: 3 clusters Score -4327476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -4327493.500000 Penalty: 5288.236328
	Iteration 46Q: 3 clusters Score -4327494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -4327497.000000 Penalty: 5288.236328
	Iteration 47Q: 3 clusters Score -4327497 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -4327515.000000 Penalty: 5288.236328
	Iteration 48Q: 3 clusters Score -4327515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -4327528.000000 Penalty: 5288.236328
	Iteration 49Q: 3 clusters Score -4327528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -4327537.000000 Penalty: 5288.236328
	Iteration 50Q: 3 clusters Score -4327537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -4327548.000000 Penalty: 5288.236328
	Iteration 51Q: 3 clusters Score -4327548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -4327565.000000 Penalty: 5288.236328
	Iteration 52Q: 3 clusters Score -4327565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -4327580.000000 Penalty: 5288.236328
	Iteration 53Q: 3 clusters Score -4327580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -4327587.500000 Penalty: 5288.236328
	Iteration 54Q: 3 clusters Score -4327588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -4327594.000000 Penalty: 5288.236328
	Iteration 55Q: 3 clusters Score -4327594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -4327603.000000 Penalty: 5288.236328
	Iteration 56Q: 3 clusters Score -4327603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -4327607.000000 Penalty: 5288.236328
	Iteration 57Q: 3 clusters Score -4327607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -4327623.500000 Penalty: 5288.236328
	Iteration 58Q: 3 clusters Score -4327624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -4327629.000000 Penalty: 5288.236328
	Iteration 59Q: 3 clusters Score -4327629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -4327638.000000 Penalty: 5288.236328
	Iteration 60F: 3 clusters Score -4327638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -4327637.000000 Penalty: 5288.236328
	Iteration 61Q: 3 clusters Score -4327637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -4327643.500000 Penalty: 5288.236328
	Iteration 62Q: 3 clusters Score -4327644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -4327654.500000 Penalty: 5288.236328
	Iteration 63Q: 3 clusters Score -4327654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -4327660.500000 Penalty: 5288.236328
	Iteration 64Q: 3 clusters Score -4327660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -4327657.500000 Penalty: 5288.236328
	Iteration 65Q: 3 clusters Score -4327658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -4327659.500000 Penalty: 5288.236328
	Iteration 66Q: 3 clusters Score -4327660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -4327661.500000 Penalty: 5288.236328
	Iteration 67Q: 3 clusters Score -4327662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -4327664.500000 Penalty: 5288.236328
	Iteration 68Q: 3 clusters Score -4327664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -4327667.000000 Penalty: 5288.236328
	Iteration 69Q: 3 clusters Score -4327667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -4327679.000000 Penalty: 5288.236328
	Iteration 70Q: 3 clusters Score -4327679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -4327684.000000 Penalty: 5288.236328
	Iteration 71Q: 3 clusters Score -4327684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -4327698.500000 Penalty: 5288.236328
	Iteration 72Q: 3 clusters Score -4327698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -4327701.500000 Penalty: 5288.236328
	Iteration 73Q: 3 clusters Score -4327702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -4327707.000000 Penalty: 5288.236328
	Iteration 74Q: 3 clusters Score -4327707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -4327711.000000 Penalty: 5288.236328
	Iteration 75Q: 3 clusters Score -4327711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -4327716.500000 Penalty: 5288.236328
	Iteration 76Q: 3 clusters Score -4327716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -4327718.000000 Penalty: 5288.236328
	Iteration 77Q: 3 clusters Score -4327718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -4327724.500000 Penalty: 5288.236328
	Iteration 78Q: 3 clusters Score -4327724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -4327735.000000 Penalty: 5288.236328
	Iteration 79Q: 3 clusters Score -4327735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -4327755.000000 Penalty: 5288.236328
	Iteration 80F: 3 clusters Score -4327755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -4327750.000000 Penalty: 5288.236328
	Iteration 81Q: 3 clusters Score -4327750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -4327755.000000 Penalty: 5288.236328
	Iteration 82Q: 3 clusters Score -4327755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -4327762.500000 Penalty: 5288.236328
	Iteration 83Q: 3 clusters Score -4327762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -4327765.500000 Penalty: 5288.236328
	Iteration 84Q: 3 clusters Score -4327766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -4327770.000000 Penalty: 5288.236328
	Iteration 85Q: 3 clusters Score -4327770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -4327773.500000 Penalty: 5288.236328
	Iteration 86Q: 3 clusters Score -4327774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -4327775.000000 Penalty: 5288.236328
	Iteration 87Q: 3 clusters Score -4327775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -4327779.500000 Penalty: 5288.236328
	Iteration 88Q: 3 clusters Score -4327780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -4327783.500000 Penalty: 5288.236328
	Iteration 89Q: 3 clusters Score -4327784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -4327782.500000 Penalty: 5288.236328
	Iteration 90Q: 3 clusters Score -4327782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -4327782.000000 Penalty: 5288.236328
	Iteration 91Q: 3 clusters Score -4327782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -4327782.000000 Penalty: 5288.236328
	Iteration 92F: 3 clusters Score -4327782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 205241 members 
Mstep: Class 2 contains 212997 members 
Mstep: Class 3 contains 16641 members 
Mstep: Class 4 contains 11019 members 
Mstep: Class 5 contains 21536 members 
Mstep: Class 6 contains 64585 members 
Mstep: Class 7 contains 15130 members 
Mstep: Class 8 contains 16906 members 
Mstep: Class 9 contains 41796 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 23774 members 
Mstep: Class 12 contains 24089 members 
Mstep: Class 13 contains 10027 members 
Mstep: Class 14 contains 161521 members 
Mstep: Class 15 contains 47531 members 
Mstep: Class 16 contains 233060 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 24372 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 23999 members 
Mstep: Class 22 contains 1064 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 233088 members 
Mstep: Class 25 contains 8304 members 
Mstep: Class 26 contains 7427 members 
Mstep: Class 27 contains 15042 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 71483 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4484 members 
Mstep: Class 32 contains 7427 members 
Mstep: Class 33 contains 13910 members 
Mstep: Class 34 contains 42692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153152.000000 Penalty: 120551.992188
Iteration 119Q: 35 clusters Score -1.571532e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 205067 members 
Mstep: Class 2 contains 213039 members 
Mstep: Class 3 contains 16640 members 
Mstep: Class 4 contains 11020 members 
Mstep: Class 5 contains 21527 members 
Mstep: Class 6 contains 64576 members 
Mstep: Class 7 contains 15130 members 
Mstep: Class 8 contains 16906 members 
Mstep: Class 9 contains 41791 members 
Mstep: Class 10 contains 20226 members 
Mstep: Class 11 contains 23789 members 
Mstep: Class 12 contains 24085 members 
Mstep: Class 13 contains 10027 members 
Mstep: Class 14 contains 161545 members 
Mstep: Class 15 contains 47534 members 
Mstep: Class 16 contains 233183 members 
Mstep: Class 17 contains 15863 members 
Mstep: Class 18 contains 24377 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 24007 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3602 members 
Mstep: Class 24 contains 233081 members 
Mstep: Class 25 contains 8311 members 
Mstep: Class 26 contains 7431 members 
Mstep: Class 27 contains 15039 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 71457 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4484 members 
Mstep: Class 32 contains 7434 members 
Mstep: Class 33 contains 13900 members 
Mstep: Class 34 contains 42709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153168.000000 Penalty: 120551.992188
Iteration 120F: 35 clusters Score -1.571532e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 204906 members 
Mstep: Class 2 contains 213065 members 
Mstep: Class 3 contains 16639 members 
Mstep: Class 4 contains 11022 members 
Mstep: Class 5 contains 21517 members 
Mstep: Class 6 contains 64566 members 
Mstep: Class 7 contains 15132 members 
Mstep: Class 8 contains 16908 members 
Mstep: Class 9 contains 41787 members 
Mstep: Class 10 contains 20220 members 
Mstep: Class 11 contains 23801 members 
Mstep: Class 12 contains 24084 members 
Mstep: Class 13 contains 10025 members 
Mstep: Class 14 contains 161566 members 
Mstep: Class 15 contains 47537 members 
Mstep: Class 16 contains 233307 members 
Mstep: Class 17 contains 15860 members 
Mstep: Class 18 contains 24381 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 24015 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3602 members 
Mstep: Class 24 contains 233077 members 
Mstep: Class 25 contains 8318 members 
Mstep: Class 26 contains 7431 members 
Mstep: Class 27 contains 15037 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 71440 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4485 members 
Mstep: Class 32 contains 7439 members 
Mstep: Class 33 contains 13886 members 
Mstep: Class 34 contains 42727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153024.000000 Penalty: 120551.992188
Iteration 121Q: 35 clusters Score -1.57153e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 204771 members 
Mstep: Class 2 contains 213095 members 
Mstep: Class 3 contains 16637 members 
Mstep: Class 4 contains 11024 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 64551 members 
Mstep: Class 7 contains 15131 members 
Mstep: Class 8 contains 16908 members 
Mstep: Class 9 contains 41783 members 
Mstep: Class 10 contains 20211 members 
Mstep: Class 11 contains 23814 members 
Mstep: Class 12 contains 24081 members 
Mstep: Class 13 contains 10024 members 
Mstep: Class 14 contains 161579 members 
Mstep: Class 15 contains 47531 members 
Mstep: Class 16 contains 233427 members 
Mstep: Class 17 contains 15859 members 
Mstep: Class 18 contains 24381 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 24022 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3603 members 
Mstep: Class 24 contains 233076 members 
Mstep: Class 25 contains 8326 members 
Mstep: Class 26 contains 7432 members 
Mstep: Class 27 contains 15037 members 
Mstep: Class 28 contains 4919 members 
Mstep: Class 29 contains 71416 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7445 members 
Mstep: Class 33 contains 13877 members 
Mstep: Class 34 contains 42735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153008.000000 Penalty: 120551.992188
Iteration 122Q: 35 clusters Score -1.57153e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 204666 members 
Mstep: Class 2 contains 213125 members 
Mstep: Class 3 contains 16636 members 
Mstep: Class 4 contains 11025 members 
Mstep: Class 5 contains 21503 members 
Mstep: Class 6 contains 64541 members 
Mstep: Class 7 contains 15133 members 
Mstep: Class 8 contains 16910 members 
Mstep: Class 9 contains 41770 members 
Mstep: Class 10 contains 20202 members 
Mstep: Class 11 contains 23818 members 
Mstep: Class 12 contains 24080 members 
Mstep: Class 13 contains 10023 members 
Mstep: Class 14 contains 161600 members 
Mstep: Class 15 contains 47528 members 
Mstep: Class 16 contains 233540 members 
Mstep: Class 17 contains 15858 members 
Mstep: Class 18 contains 24384 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 24029 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3604 members 
Mstep: Class 24 contains 233057 members 
Mstep: Class 25 contains 8341 members 
Mstep: Class 26 contains 7433 members 
Mstep: Class 27 contains 15036 members 
Mstep: Class 28 contains 4918 members 
Mstep: Class 29 contains 71387 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7452 members 
Mstep: Class 33 contains 13869 members 
Mstep: Class 34 contains 42741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153024.000000 Penalty: 120551.992188
Iteration 123Q: 35 clusters Score -1.57153e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 204554 members 
Mstep: Class 2 contains 213164 members 
Mstep: Class 3 contains 16636 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 21506 members 
Mstep: Class 6 contains 64536 members 
Mstep: Class 7 contains 15130 members 
Mstep: Class 8 contains 16910 members 
Mstep: Class 9 contains 41763 members 
Mstep: Class 10 contains 20195 members 
Mstep: Class 11 contains 23828 members 
Mstep: Class 12 contains 24076 members 
Mstep: Class 13 contains 10020 members 
Mstep: Class 14 contains 161610 members 
Mstep: Class 15 contains 47526 members 
Mstep: Class 16 contains 233632 members 
Mstep: Class 17 contains 15856 members 
Mstep: Class 18 contains 24378 members 
Mstep: Class 19 contains 8354 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 24037 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3604 members 
Mstep: Class 24 contains 233052 members 
Mstep: Class 25 contains 8349 members 
Mstep: Class 26 contains 7433 members 
Mstep: Class 27 contains 15038 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 71366 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7457 members 
Mstep: Class 33 contains 13867 members 
Mstep: Class 34 contains 42745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152912.000000 Penalty: 120551.992188
Iteration 124Q: 35 clusters Score -1.571529e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 204465 members 
Mstep: Class 2 contains 213185 members 
Mstep: Class 3 contains 16636 members 
Mstep: Class 4 contains 11025 members 
Mstep: Class 5 contains 21507 members 
Mstep: Class 6 contains 64527 members 
Mstep: Class 7 contains 15129 members 
Mstep: Class 8 contains 16910 members 
Mstep: Class 9 contains 41756 members 
Mstep: Class 10 contains 20186 members 
Mstep: Class 11 contains 23840 members 
Mstep: Class 12 contains 24075 members 
Mstep: Class 13 contains 10021 members 
Mstep: Class 14 contains 161622 members 
Mstep: Class 15 contains 47522 members 
Mstep: Class 16 contains 233708 members 
Mstep: Class 17 contains 15855 members 
Mstep: Class 18 contains 24376 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 24048 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3604 members 
Mstep: Class 24 contains 233048 members 
Mstep: Class 25 contains 8359 members 
Mstep: Class 26 contains 7433 members 
Mstep: Class 27 contains 15040 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 71348 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7461 members 
Mstep: Class 33 contains 13858 members 
Mstep: Class 34 contains 42751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153024.000000 Penalty: 120551.992188
Iteration 125Q: 35 clusters Score -1.57153e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 204374 members 
Mstep: Class 2 contains 213213 members 
Mstep: Class 3 contains 16636 members 
Mstep: Class 4 contains 11027 members 
Mstep: Class 5 contains 21500 members 
Mstep: Class 6 contains 64524 members 
Mstep: Class 7 contains 15127 members 
Mstep: Class 8 contains 16912 members 
Mstep: Class 9 contains 41748 members 
Mstep: Class 10 contains 20180 members 
Mstep: Class 11 contains 23854 members 
Mstep: Class 12 contains 24074 members 
Mstep: Class 13 contains 10017 members 
Mstep: Class 14 contains 161632 members 
Mstep: Class 15 contains 47517 members 
Mstep: Class 16 contains 233779 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 24376 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 24057 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3605 members 
Mstep: Class 24 contains 233043 members 
Mstep: Class 25 contains 8371 members 
Mstep: Class 26 contains 7433 members 
Mstep: Class 27 contains 15040 members 
Mstep: Class 28 contains 4916 members 
Mstep: Class 29 contains 71338 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7463 members 
Mstep: Class 33 contains 13850 members 
Mstep: Class 34 contains 42755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152944.000000 Penalty: 120551.992188
Iteration 126Q: 35 clusters Score -1.571529e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 204313 members 
Mstep: Class 2 contains 213232 members 
Mstep: Class 3 contains 16636 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 21490 members 
Mstep: Class 6 contains 64513 members 
Mstep: Class 7 contains 15127 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 9 contains 41736 members 
Mstep: Class 10 contains 20178 members 
Mstep: Class 11 contains 23867 members 
Mstep: Class 12 contains 24073 members 
Mstep: Class 13 contains 10019 members 
Mstep: Class 14 contains 161630 members 
Mstep: Class 15 contains 47517 members 
Mstep: Class 16 contains 233858 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 24372 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24070 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3607 members 
Mstep: Class 24 contains 233030 members 
Mstep: Class 25 contains 8383 members 
Mstep: Class 26 contains 7433 members 
Mstep: Class 27 contains 15041 members 
Mstep: Class 28 contains 4916 members 
Mstep: Class 29 contains 71322 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7463 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 42755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152912.000000 Penalty: 120551.992188
Iteration 127Q: 35 clusters Score -1.571529e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 204248 members 
Mstep: Class 2 contains 213250 members 
Mstep: Class 3 contains 16634 members 
Mstep: Class 4 contains 11030 members 
Mstep: Class 5 contains 21482 members 
Mstep: Class 6 contains 64504 members 
Mstep: Class 7 contains 15126 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 9 contains 41728 members 
Mstep: Class 10 contains 20175 members 
Mstep: Class 11 contains 23877 members 
Mstep: Class 12 contains 24070 members 
Mstep: Class 13 contains 10019 members 
Mstep: Class 14 contains 161622 members 
Mstep: Class 15 contains 47514 members 
Mstep: Class 16 contains 233936 members 
Mstep: Class 17 contains 15843 members 
Mstep: Class 18 contains 24374 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24081 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3608 members 
Mstep: Class 24 contains 233023 members 
Mstep: Class 25 contains 8393 members 
Mstep: Class 26 contains 7433 members 
Mstep: Class 27 contains 15040 members 
Mstep: Class 28 contains 4916 members 
Mstep: Class 29 contains 71317 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7466 members 
Mstep: Class 33 contains 13831 members 
Mstep: Class 34 contains 42756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152816.000000 Penalty: 120551.992188
Iteration 128Q: 35 clusters Score -1.571528e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 204191 members 
Mstep: Class 2 contains 213275 members 
Mstep: Class 3 contains 16633 members 
Mstep: Class 4 contains 11034 members 
Mstep: Class 5 contains 21478 members 
Mstep: Class 6 contains 64496 members 
Mstep: Class 7 contains 15124 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 9 contains 41718 members 
Mstep: Class 10 contains 20170 members 
Mstep: Class 11 contains 23887 members 
Mstep: Class 12 contains 24068 members 
Mstep: Class 13 contains 10016 members 
Mstep: Class 14 contains 161609 members 
Mstep: Class 15 contains 47517 members 
Mstep: Class 16 contains 234002 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 18 contains 24376 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24099 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3608 members 
Mstep: Class 24 contains 233010 members 
Mstep: Class 25 contains 8408 members 
Mstep: Class 26 contains 7434 members 
Mstep: Class 27 contains 15037 members 
Mstep: Class 28 contains 4915 members 
Mstep: Class 29 contains 71307 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7471 members 
Mstep: Class 33 contains 13819 members 
Mstep: Class 34 contains 42757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152752.000000 Penalty: 120551.992188
Iteration 129Q: 35 clusters Score -1.571528e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 204121 members 
Mstep: Class 2 contains 213299 members 
Mstep: Class 3 contains 16631 members 
Mstep: Class 4 contains 11038 members 
Mstep: Class 5 contains 21477 members 
Mstep: Class 6 contains 64481 members 
Mstep: Class 7 contains 15121 members 
Mstep: Class 8 contains 16915 members 
Mstep: Class 9 contains 41702 members 
Mstep: Class 10 contains 20166 members 
Mstep: Class 11 contains 23886 members 
Mstep: Class 12 contains 24070 members 
Mstep: Class 13 contains 10014 members 
Mstep: Class 14 contains 161607 members 
Mstep: Class 15 contains 47520 members 
Mstep: Class 16 contains 234077 members 
Mstep: Class 17 contains 15829 members 
Mstep: Class 18 contains 24374 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24119 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3608 members 
Mstep: Class 24 contains 233009 members 
Mstep: Class 25 contains 8423 members 
Mstep: Class 26 contains 7437 members 
Mstep: Class 27 contains 15037 members 
Mstep: Class 28 contains 4914 members 
Mstep: Class 29 contains 71293 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7479 members 
Mstep: Class 33 contains 13805 members 
Mstep: Class 34 contains 42758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152944.000000 Penalty: 120551.992188
Iteration 130Q: 35 clusters Score -1.571529e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 204048 members 
Mstep: Class 2 contains 213307 members 
Mstep: Class 3 contains 16629 members 
Mstep: Class 4 contains 11042 members 
Mstep: Class 5 contains 21471 members 
Mstep: Class 6 contains 64480 members 
Mstep: Class 7 contains 15119 members 
Mstep: Class 8 contains 16919 members 
Mstep: Class 9 contains 41674 members 
Mstep: Class 10 contains 20164 members 
Mstep: Class 11 contains 23884 members 
Mstep: Class 12 contains 24068 members 
Mstep: Class 13 contains 10012 members 
Mstep: Class 14 contains 161592 members 
Mstep: Class 15 contains 47522 members 
Mstep: Class 16 contains 234169 members 
Mstep: Class 17 contains 15826 members 
Mstep: Class 18 contains 24377 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24145 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3608 members 
Mstep: Class 24 contains 233009 members 
Mstep: Class 25 contains 8439 members 
Mstep: Class 26 contains 7439 members 
Mstep: Class 27 contains 15035 members 
Mstep: Class 28 contains 4914 members 
Mstep: Class 29 contains 71280 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 13794 members 
Mstep: Class 34 contains 42759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153008.000000 Penalty: 120551.992188
Iteration 131Q: 35 clusters Score -1.57153e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203960 members 
Mstep: Class 2 contains 213306 members 
Mstep: Class 3 contains 16625 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 21473 members 
Mstep: Class 6 contains 64483 members 
Mstep: Class 7 contains 15118 members 
Mstep: Class 8 contains 16921 members 
Mstep: Class 9 contains 41659 members 
Mstep: Class 10 contains 20162 members 
Mstep: Class 11 contains 23884 members 
Mstep: Class 12 contains 24067 members 
Mstep: Class 13 contains 10011 members 
Mstep: Class 14 contains 161582 members 
Mstep: Class 15 contains 47522 members 
Mstep: Class 16 contains 234250 members 
Mstep: Class 17 contains 15826 members 
Mstep: Class 18 contains 24378 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24171 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3608 members 
Mstep: Class 24 contains 233012 members 
Mstep: Class 25 contains 8453 members 
Mstep: Class 26 contains 7440 members 
Mstep: Class 27 contains 15035 members 
Mstep: Class 28 contains 4913 members 
Mstep: Class 29 contains 71271 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7491 members 
Mstep: Class 33 contains 13777 members 
Mstep: Class 34 contains 42766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152928.000000 Penalty: 120551.992188
Iteration 132Q: 35 clusters Score -1.571529e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203895 members 
Mstep: Class 2 contains 213302 members 
Mstep: Class 3 contains 16624 members 
Mstep: Class 4 contains 11047 members 
Mstep: Class 5 contains 21472 members 
Mstep: Class 6 contains 64478 members 
Mstep: Class 7 contains 15118 members 
Mstep: Class 8 contains 16922 members 
Mstep: Class 9 contains 41647 members 
Mstep: Class 10 contains 20163 members 
Mstep: Class 11 contains 23890 members 
Mstep: Class 12 contains 24068 members 
Mstep: Class 13 contains 10013 members 
Mstep: Class 14 contains 161586 members 
Mstep: Class 15 contains 47524 members 
Mstep: Class 16 contains 234320 members 
Mstep: Class 17 contains 15823 members 
Mstep: Class 18 contains 24375 members 
Mstep: Class 19 contains 8352 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24187 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3608 members 
Mstep: Class 24 contains 233009 members 
Mstep: Class 25 contains 8463 members 
Mstep: Class 26 contains 7441 members 
Mstep: Class 27 contains 15034 members 
Mstep: Class 28 contains 4912 members 
Mstep: Class 29 contains 71257 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7503 members 
Mstep: Class 33 contains 13760 members 
Mstep: Class 34 contains 42770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152896.000000 Penalty: 120551.992188
Iteration 133Q: 35 clusters Score -1.571529e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203825 members 
Mstep: Class 2 contains 213315 members 
Mstep: Class 3 contains 16623 members 
Mstep: Class 4 contains 11050 members 
Mstep: Class 5 contains 21467 members 
Mstep: Class 6 contains 64475 members 
Mstep: Class 7 contains 15118 members 
Mstep: Class 8 contains 16926 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 20164 members 
Mstep: Class 11 contains 23893 members 
Mstep: Class 12 contains 24066 members 
Mstep: Class 13 contains 10014 members 
Mstep: Class 14 contains 161582 members 
Mstep: Class 15 contains 47524 members 
Mstep: Class 16 contains 234387 members 
Mstep: Class 17 contains 15819 members 
Mstep: Class 18 contains 24370 members 
Mstep: Class 19 contains 8352 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24203 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3607 members 
Mstep: Class 24 contains 233001 members 
Mstep: Class 25 contains 8470 members 
Mstep: Class 26 contains 7443 members 
Mstep: Class 27 contains 15030 members 
Mstep: Class 28 contains 4911 members 
Mstep: Class 29 contains 71244 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7514 members 
Mstep: Class 33 contains 13760 members 
Mstep: Class 34 contains 42773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153040.000000 Penalty: 120551.992188
Iteration 134Q: 35 clusters Score -1.57153e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203756 members 
Mstep: Class 2 contains 213335 members 
Mstep: Class 3 contains 16623 members 
Mstep: Class 4 contains 11053 members 
Mstep: Class 5 contains 21459 members 
Mstep: Class 6 contains 64472 members 
Mstep: Class 7 contains 15116 members 
Mstep: Class 8 contains 16930 members 
Mstep: Class 9 contains 41626 members 
Mstep: Class 10 contains 20163 members 
Mstep: Class 11 contains 23900 members 
Mstep: Class 12 contains 24062 members 
Mstep: Class 13 contains 10015 members 
Mstep: Class 14 contains 161577 members 
Mstep: Class 15 contains 47526 members 
Mstep: Class 16 contains 234461 members 
Mstep: Class 17 contains 15815 members 
Mstep: Class 18 contains 24368 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24210 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3607 members 
Mstep: Class 24 contains 232993 members 
Mstep: Class 25 contains 8482 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 15028 members 
Mstep: Class 28 contains 4910 members 
Mstep: Class 29 contains 71238 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 13753 members 
Mstep: Class 34 contains 42775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153024.000000 Penalty: 120551.992188
Iteration 135Q: 35 clusters Score -1.57153e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203684 members 
Mstep: Class 2 contains 213345 members 
Mstep: Class 3 contains 16623 members 
Mstep: Class 4 contains 11056 members 
Mstep: Class 5 contains 21452 members 
Mstep: Class 6 contains 64466 members 
Mstep: Class 7 contains 15115 members 
Mstep: Class 8 contains 16935 members 
Mstep: Class 9 contains 41616 members 
Mstep: Class 10 contains 20163 members 
Mstep: Class 11 contains 23906 members 
Mstep: Class 12 contains 24058 members 
Mstep: Class 13 contains 10014 members 
Mstep: Class 14 contains 161585 members 
Mstep: Class 15 contains 47531 members 
Mstep: Class 16 contains 234524 members 
Mstep: Class 17 contains 15813 members 
Mstep: Class 18 contains 24370 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24215 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3607 members 
Mstep: Class 24 contains 232986 members 
Mstep: Class 25 contains 8499 members 
Mstep: Class 26 contains 7448 members 
Mstep: Class 27 contains 15024 members 
Mstep: Class 28 contains 4908 members 
Mstep: Class 29 contains 71230 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 13743 members 
Mstep: Class 34 contains 42774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152816.000000 Penalty: 120551.992188
Iteration 136Q: 35 clusters Score -1.571528e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203624 members 
Mstep: Class 2 contains 213356 members 
Mstep: Class 3 contains 16621 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 21444 members 
Mstep: Class 6 contains 64458 members 
Mstep: Class 7 contains 15114 members 
Mstep: Class 8 contains 16939 members 
Mstep: Class 9 contains 41604 members 
Mstep: Class 10 contains 20161 members 
Mstep: Class 11 contains 23912 members 
Mstep: Class 12 contains 24057 members 
Mstep: Class 13 contains 10010 members 
Mstep: Class 14 contains 161587 members 
Mstep: Class 15 contains 47535 members 
Mstep: Class 16 contains 234587 members 
Mstep: Class 17 contains 15805 members 
Mstep: Class 18 contains 24374 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24221 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3608 members 
Mstep: Class 24 contains 232979 members 
Mstep: Class 25 contains 8521 members 
Mstep: Class 26 contains 7454 members 
Mstep: Class 27 contains 15022 members 
Mstep: Class 28 contains 4906 members 
Mstep: Class 29 contains 71215 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 13729 members 
Mstep: Class 34 contains 42774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152720.000000 Penalty: 120551.992188
Iteration 137Q: 35 clusters Score -1.571527e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203568 members 
Mstep: Class 2 contains 213363 members 
Mstep: Class 3 contains 16620 members 
Mstep: Class 4 contains 11076 members 
Mstep: Class 5 contains 21437 members 
Mstep: Class 6 contains 64454 members 
Mstep: Class 7 contains 15113 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 41589 members 
Mstep: Class 10 contains 20163 members 
Mstep: Class 11 contains 23931 members 
Mstep: Class 12 contains 24057 members 
Mstep: Class 13 contains 10009 members 
Mstep: Class 14 contains 161586 members 
Mstep: Class 15 contains 47536 members 
Mstep: Class 16 contains 234644 members 
Mstep: Class 17 contains 15800 members 
Mstep: Class 18 contains 24372 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24231 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232971 members 
Mstep: Class 25 contains 8538 members 
Mstep: Class 26 contains 7461 members 
Mstep: Class 27 contains 15015 members 
Mstep: Class 28 contains 4906 members 
Mstep: Class 29 contains 71204 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7531 members 
Mstep: Class 33 contains 13716 members 
Mstep: Class 34 contains 42772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152672.000000 Penalty: 120551.992188
Iteration 138Q: 35 clusters Score -1.571527e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203517 members 
Mstep: Class 2 contains 213377 members 
Mstep: Class 3 contains 16619 members 
Mstep: Class 4 contains 11079 members 
Mstep: Class 5 contains 21430 members 
Mstep: Class 6 contains 64453 members 
Mstep: Class 7 contains 15112 members 
Mstep: Class 8 contains 16946 members 
Mstep: Class 9 contains 41576 members 
Mstep: Class 10 contains 20164 members 
Mstep: Class 11 contains 23940 members 
Mstep: Class 12 contains 24056 members 
Mstep: Class 13 contains 10005 members 
Mstep: Class 14 contains 161583 members 
Mstep: Class 15 contains 47530 members 
Mstep: Class 16 contains 234697 members 
Mstep: Class 17 contains 15795 members 
Mstep: Class 18 contains 24369 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24246 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232959 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 7464 members 
Mstep: Class 27 contains 15013 members 
Mstep: Class 28 contains 4906 members 
Mstep: Class 29 contains 71191 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7536 members 
Mstep: Class 33 contains 13714 members 
Mstep: Class 34 contains 42774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152656.000000 Penalty: 120551.992188
Iteration 139Q: 35 clusters Score -1.571527e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203478 members 
Mstep: Class 2 contains 213386 members 
Mstep: Class 3 contains 16619 members 
Mstep: Class 4 contains 11080 members 
Mstep: Class 5 contains 21421 members 
Mstep: Class 6 contains 64453 members 
Mstep: Class 7 contains 15112 members 
Mstep: Class 8 contains 16950 members 
Mstep: Class 9 contains 41564 members 
Mstep: Class 10 contains 20163 members 
Mstep: Class 11 contains 23953 members 
Mstep: Class 12 contains 24053 members 
Mstep: Class 13 contains 10004 members 
Mstep: Class 14 contains 161576 members 
Mstep: Class 15 contains 47529 members 
Mstep: Class 16 contains 234740 members 
Mstep: Class 17 contains 15788 members 
Mstep: Class 18 contains 24372 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24252 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232951 members 
Mstep: Class 25 contains 8566 members 
Mstep: Class 26 contains 7465 members 
Mstep: Class 27 contains 15014 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 71179 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7541 members 
Mstep: Class 33 contains 13714 members 
Mstep: Class 34 contains 42776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152768.000000 Penalty: 120551.992188
Iteration 140F: 35 clusters Score -1.571528e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203432 members 
Mstep: Class 2 contains 213399 members 
Mstep: Class 3 contains 16617 members 
Mstep: Class 4 contains 11082 members 
Mstep: Class 5 contains 21414 members 
Mstep: Class 6 contains 64455 members 
Mstep: Class 7 contains 15111 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 41547 members 
Mstep: Class 10 contains 20163 members 
Mstep: Class 11 contains 23968 members 
Mstep: Class 12 contains 24053 members 
Mstep: Class 13 contains 10004 members 
Mstep: Class 14 contains 161578 members 
Mstep: Class 15 contains 47531 members 
Mstep: Class 16 contains 234774 members 
Mstep: Class 17 contains 15785 members 
Mstep: Class 18 contains 24371 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24264 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232948 members 
Mstep: Class 25 contains 8583 members 
Mstep: Class 26 contains 7465 members 
Mstep: Class 27 contains 15011 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 71169 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7544 members 
Mstep: Class 33 contains 13701 members 
Mstep: Class 34 contains 42777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152784.000000 Penalty: 120551.992188
Iteration 141Q: 35 clusters Score -1.571528e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203392 members 
Mstep: Class 2 contains 213411 members 
Mstep: Class 3 contains 16618 members 
Mstep: Class 4 contains 11085 members 
Mstep: Class 5 contains 21411 members 
Mstep: Class 6 contains 64453 members 
Mstep: Class 7 contains 15112 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 41544 members 
Mstep: Class 10 contains 20164 members 
Mstep: Class 11 contains 23977 members 
Mstep: Class 12 contains 24051 members 
Mstep: Class 13 contains 9997 members 
Mstep: Class 14 contains 161586 members 
Mstep: Class 15 contains 47537 members 
Mstep: Class 16 contains 234794 members 
Mstep: Class 17 contains 15784 members 
Mstep: Class 18 contains 24370 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24267 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232949 members 
Mstep: Class 25 contains 8599 members 
Mstep: Class 26 contains 7465 members 
Mstep: Class 27 contains 15010 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 71155 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 13689 members 
Mstep: Class 34 contains 42778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152736.000000 Penalty: 120551.992188
Iteration 142Q: 35 clusters Score -1.571527e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203354 members 
Mstep: Class 2 contains 213423 members 
Mstep: Class 3 contains 16619 members 
Mstep: Class 4 contains 11087 members 
Mstep: Class 5 contains 21411 members 
Mstep: Class 6 contains 64452 members 
Mstep: Class 7 contains 15112 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 41533 members 
Mstep: Class 10 contains 20163 members 
Mstep: Class 11 contains 23983 members 
Mstep: Class 12 contains 24050 members 
Mstep: Class 13 contains 9998 members 
Mstep: Class 14 contains 161595 members 
Mstep: Class 15 contains 47541 members 
Mstep: Class 16 contains 234828 members 
Mstep: Class 17 contains 15779 members 
Mstep: Class 18 contains 24370 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24271 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232946 members 
Mstep: Class 25 contains 8613 members 
Mstep: Class 26 contains 7465 members 
Mstep: Class 27 contains 15009 members 
Mstep: Class 28 contains 4906 members 
Mstep: Class 29 contains 71141 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7556 members 
Mstep: Class 33 contains 13668 members 
Mstep: Class 34 contains 42777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152736.000000 Penalty: 120551.992188
Iteration 143Q: 35 clusters Score -1.571527e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203316 members 
Mstep: Class 2 contains 213425 members 
Mstep: Class 3 contains 16618 members 
Mstep: Class 4 contains 11089 members 
Mstep: Class 5 contains 21407 members 
Mstep: Class 6 contains 64450 members 
Mstep: Class 7 contains 15111 members 
Mstep: Class 8 contains 16958 members 
Mstep: Class 9 contains 41523 members 
Mstep: Class 10 contains 20162 members 
Mstep: Class 11 contains 23986 members 
Mstep: Class 12 contains 24050 members 
Mstep: Class 13 contains 9990 members 
Mstep: Class 14 contains 161604 members 
Mstep: Class 15 contains 47541 members 
Mstep: Class 16 contains 234868 members 
Mstep: Class 17 contains 15776 members 
Mstep: Class 18 contains 24373 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24276 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3608 members 
Mstep: Class 24 contains 232945 members 
Mstep: Class 25 contains 8627 members 
Mstep: Class 26 contains 7465 members 
Mstep: Class 27 contains 15008 members 
Mstep: Class 28 contains 4908 members 
Mstep: Class 29 contains 71124 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 7565 members 
Mstep: Class 33 contains 13661 members 
Mstep: Class 34 contains 42779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152768.000000 Penalty: 120551.992188
Iteration 144Q: 35 clusters Score -1.571528e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203276 members 
Mstep: Class 2 contains 213431 members 
Mstep: Class 3 contains 16616 members 
Mstep: Class 4 contains 11096 members 
Mstep: Class 5 contains 21406 members 
Mstep: Class 6 contains 64448 members 
Mstep: Class 7 contains 15111 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 41513 members 
Mstep: Class 10 contains 20162 members 
Mstep: Class 11 contains 23985 members 
Mstep: Class 12 contains 24049 members 
Mstep: Class 13 contains 9984 members 
Mstep: Class 14 contains 161620 members 
Mstep: Class 15 contains 47543 members 
Mstep: Class 16 contains 234906 members 
Mstep: Class 17 contains 15769 members 
Mstep: Class 18 contains 24373 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24282 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232944 members 
Mstep: Class 25 contains 8639 members 
Mstep: Class 26 contains 7465 members 
Mstep: Class 27 contains 15007 members 
Mstep: Class 28 contains 4908 members 
Mstep: Class 29 contains 71102 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7572 members 
Mstep: Class 33 contains 13655 members 
Mstep: Class 34 contains 42782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152864.000000 Penalty: 120551.992188
Iteration 145Q: 35 clusters Score -1.571529e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203231 members 
Mstep: Class 2 contains 213440 members 
Mstep: Class 3 contains 16614 members 
Mstep: Class 4 contains 11099 members 
Mstep: Class 5 contains 21400 members 
Mstep: Class 6 contains 64446 members 
Mstep: Class 7 contains 15110 members 
Mstep: Class 8 contains 16963 members 
Mstep: Class 9 contains 41505 members 
Mstep: Class 10 contains 20162 members 
Mstep: Class 11 contains 24004 members 
Mstep: Class 12 contains 24045 members 
Mstep: Class 13 contains 9981 members 
Mstep: Class 14 contains 161631 members 
Mstep: Class 15 contains 47548 members 
Mstep: Class 16 contains 234933 members 
Mstep: Class 17 contains 15764 members 
Mstep: Class 18 contains 24373 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24287 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232940 members 
Mstep: Class 25 contains 8646 members 
Mstep: Class 26 contains 7465 members 
Mstep: Class 27 contains 15008 members 
Mstep: Class 28 contains 4909 members 
Mstep: Class 29 contains 71087 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4489 members 
Mstep: Class 32 contains 7577 members 
Mstep: Class 33 contains 13647 members 
Mstep: Class 34 contains 42787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152912.000000 Penalty: 120551.992188
Iteration 146Q: 35 clusters Score -1.571529e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203161 members 
Mstep: Class 2 contains 213463 members 
Mstep: Class 3 contains 16612 members 
Mstep: Class 4 contains 11100 members 
Mstep: Class 5 contains 21394 members 
Mstep: Class 6 contains 64447 members 
Mstep: Class 7 contains 15112 members 
Mstep: Class 8 contains 16967 members 
Mstep: Class 9 contains 41492 members 
Mstep: Class 10 contains 20161 members 
Mstep: Class 11 contains 24021 members 
Mstep: Class 12 contains 24041 members 
Mstep: Class 13 contains 9983 members 
Mstep: Class 14 contains 161639 members 
Mstep: Class 15 contains 47550 members 
Mstep: Class 16 contains 234972 members 
Mstep: Class 17 contains 15759 members 
Mstep: Class 18 contains 24375 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24299 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232935 members 
Mstep: Class 25 contains 8661 members 
Mstep: Class 26 contains 7465 members 
Mstep: Class 27 contains 15010 members 
Mstep: Class 28 contains 4910 members 
Mstep: Class 29 contains 71075 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7578 members 
Mstep: Class 33 contains 13633 members 
Mstep: Class 34 contains 42788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152912.000000 Penalty: 120551.992188
Iteration 147Q: 35 clusters Score -1.571529e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203126 members 
Mstep: Class 2 contains 213474 members 
Mstep: Class 3 contains 16611 members 
Mstep: Class 4 contains 11103 members 
Mstep: Class 5 contains 21390 members 
Mstep: Class 6 contains 64443 members 
Mstep: Class 7 contains 15111 members 
Mstep: Class 8 contains 16968 members 
Mstep: Class 9 contains 41485 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 24037 members 
Mstep: Class 12 contains 24039 members 
Mstep: Class 13 contains 9980 members 
Mstep: Class 14 contains 161647 members 
Mstep: Class 15 contains 47547 members 
Mstep: Class 16 contains 235000 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 24376 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24308 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232936 members 
Mstep: Class 25 contains 8674 members 
Mstep: Class 26 contains 7466 members 
Mstep: Class 27 contains 15009 members 
Mstep: Class 28 contains 4911 members 
Mstep: Class 29 contains 71060 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7584 members 
Mstep: Class 33 contains 13609 members 
Mstep: Class 34 contains 42794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153040.000000 Penalty: 120551.992188
Iteration 148Q: 35 clusters Score -1.57153e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203086 members 
Mstep: Class 2 contains 213497 members 
Mstep: Class 3 contains 16611 members 
Mstep: Class 4 contains 11111 members 
Mstep: Class 5 contains 21381 members 
Mstep: Class 6 contains 64438 members 
Mstep: Class 7 contains 15109 members 
Mstep: Class 8 contains 16967 members 
Mstep: Class 9 contains 41480 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 24052 members 
Mstep: Class 12 contains 24037 members 
Mstep: Class 13 contains 9971 members 
Mstep: Class 14 contains 161661 members 
Mstep: Class 15 contains 47551 members 
Mstep: Class 16 contains 235021 members 
Mstep: Class 17 contains 15749 members 
Mstep: Class 18 contains 24376 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24315 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232927 members 
Mstep: Class 25 contains 8690 members 
Mstep: Class 26 contains 7466 members 
Mstep: Class 27 contains 15009 members 
Mstep: Class 28 contains 4911 members 
Mstep: Class 29 contains 71046 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7589 members 
Mstep: Class 33 contains 13598 members 
Mstep: Class 34 contains 42800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152992.000000 Penalty: 120551.992188
Iteration 149Q: 35 clusters Score -1.57153e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203047 members 
Mstep: Class 2 contains 213518 members 
Mstep: Class 3 contains 16610 members 
Mstep: Class 4 contains 11119 members 
Mstep: Class 5 contains 21373 members 
Mstep: Class 6 contains 64434 members 
Mstep: Class 7 contains 15109 members 
Mstep: Class 8 contains 16969 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 20152 members 
Mstep: Class 11 contains 24082 members 
Mstep: Class 12 contains 24038 members 
Mstep: Class 13 contains 9957 members 
Mstep: Class 14 contains 161670 members 
Mstep: Class 15 contains 47547 members 
Mstep: Class 16 contains 235040 members 
Mstep: Class 17 contains 15746 members 
Mstep: Class 18 contains 24377 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24320 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232923 members 
Mstep: Class 25 contains 8700 members 
Mstep: Class 26 contains 7467 members 
Mstep: Class 27 contains 15010 members 
Mstep: Class 28 contains 4911 members 
Mstep: Class 29 contains 71035 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7589 members 
Mstep: Class 33 contains 13583 members 
Mstep: Class 34 contains 42804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153024.000000 Penalty: 120551.992188
Iteration 150Q: 35 clusters Score -1.57153e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 203012 members 
Mstep: Class 2 contains 213532 members 
Mstep: Class 3 contains 16610 members 
Mstep: Class 4 contains 11125 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 64430 members 
Mstep: Class 7 contains 15109 members 
Mstep: Class 8 contains 16970 members 
Mstep: Class 9 contains 41467 members 
Mstep: Class 10 contains 20150 members 
Mstep: Class 11 contains 24098 members 
Mstep: Class 12 contains 24036 members 
Mstep: Class 13 contains 9949 members 
Mstep: Class 14 contains 161679 members 
Mstep: Class 15 contains 47552 members 
Mstep: Class 16 contains 235061 members 
Mstep: Class 17 contains 15746 members 
Mstep: Class 18 contains 24379 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24327 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232924 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 7468 members 
Mstep: Class 27 contains 15009 members 
Mstep: Class 28 contains 4911 members 
Mstep: Class 29 contains 71023 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7593 members 
Mstep: Class 33 contains 13564 members 
Mstep: Class 34 contains 42806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152960.000000 Penalty: 120551.992188
Iteration 151Q: 35 clusters Score -1.57153e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202986 members 
Mstep: Class 2 contains 213541 members 
Mstep: Class 3 contains 16610 members 
Mstep: Class 4 contains 11129 members 
Mstep: Class 5 contains 21354 members 
Mstep: Class 6 contains 64427 members 
Mstep: Class 7 contains 15110 members 
Mstep: Class 8 contains 16971 members 
Mstep: Class 9 contains 41459 members 
Mstep: Class 10 contains 20147 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 24034 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 161677 members 
Mstep: Class 15 contains 47551 members 
Mstep: Class 16 contains 235083 members 
Mstep: Class 17 contains 15744 members 
Mstep: Class 18 contains 24382 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24331 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232922 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 7468 members 
Mstep: Class 27 contains 15009 members 
Mstep: Class 28 contains 4911 members 
Mstep: Class 29 contains 71015 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7596 members 
Mstep: Class 33 contains 13551 members 
Mstep: Class 34 contains 42807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152896.000000 Penalty: 120551.992188
Iteration 152Q: 35 clusters Score -1.571529e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202964 members 
Mstep: Class 2 contains 213554 members 
Mstep: Class 3 contains 16610 members 
Mstep: Class 4 contains 11136 members 
Mstep: Class 5 contains 21354 members 
Mstep: Class 6 contains 64421 members 
Mstep: Class 7 contains 15108 members 
Mstep: Class 8 contains 16971 members 
Mstep: Class 9 contains 41458 members 
Mstep: Class 10 contains 20140 members 
Mstep: Class 11 contains 24139 members 
Mstep: Class 12 contains 24034 members 
Mstep: Class 13 contains 9941 members 
Mstep: Class 14 contains 161682 members 
Mstep: Class 15 contains 47553 members 
Mstep: Class 16 contains 235101 members 
Mstep: Class 17 contains 15743 members 
Mstep: Class 18 contains 24386 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 24336 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232917 members 
Mstep: Class 25 contains 8733 members 
Mstep: Class 26 contains 7468 members 
Mstep: Class 27 contains 15009 members 
Mstep: Class 28 contains 4910 members 
Mstep: Class 29 contains 71002 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7601 members 
Mstep: Class 33 contains 13524 members 
Mstep: Class 34 contains 42808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152800.000000 Penalty: 120551.992188
Iteration 153Q: 35 clusters Score -1.571528e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202948 members 
Mstep: Class 2 contains 213563 members 
Mstep: Class 3 contains 16610 members 
Mstep: Class 4 contains 11143 members 
Mstep: Class 5 contains 21344 members 
Mstep: Class 6 contains 64416 members 
Mstep: Class 7 contains 15105 members 
Mstep: Class 8 contains 16972 members 
Mstep: Class 9 contains 41453 members 
Mstep: Class 10 contains 20140 members 
Mstep: Class 11 contains 24152 members 
Mstep: Class 12 contains 24033 members 
Mstep: Class 13 contains 9941 members 
Mstep: Class 14 contains 161691 members 
Mstep: Class 15 contains 47554 members 
Mstep: Class 16 contains 235118 members 
Mstep: Class 17 contains 15735 members 
Mstep: Class 18 contains 24388 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4310 members 
Mstep: Class 21 contains 24344 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232919 members 
Mstep: Class 25 contains 8747 members 
Mstep: Class 26 contains 7468 members 
Mstep: Class 27 contains 15008 members 
Mstep: Class 28 contains 4909 members 
Mstep: Class 29 contains 70991 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7602 members 
Mstep: Class 33 contains 13501 members 
Mstep: Class 34 contains 42808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152800.000000 Penalty: 120551.992188
Iteration 154Q: 35 clusters Score -1.571528e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202932 members 
Mstep: Class 2 contains 213575 members 
Mstep: Class 3 contains 16610 members 
Mstep: Class 4 contains 11144 members 
Mstep: Class 5 contains 21341 members 
Mstep: Class 6 contains 64413 members 
Mstep: Class 7 contains 15102 members 
Mstep: Class 8 contains 16973 members 
Mstep: Class 9 contains 41449 members 
Mstep: Class 10 contains 20136 members 
Mstep: Class 11 contains 24149 members 
Mstep: Class 12 contains 24033 members 
Mstep: Class 13 contains 9938 members 
Mstep: Class 14 contains 161694 members 
Mstep: Class 15 contains 47557 members 
Mstep: Class 16 contains 235138 members 
Mstep: Class 17 contains 15730 members 
Mstep: Class 18 contains 24389 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 24355 members 
Mstep: Class 22 contains 1062 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232927 members 
Mstep: Class 25 contains 8773 members 
Mstep: Class 26 contains 7468 members 
Mstep: Class 27 contains 15006 members 
Mstep: Class 28 contains 4909 members 
Mstep: Class 29 contains 70976 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7603 members 
Mstep: Class 33 contains 13474 members 
Mstep: Class 34 contains 42806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152992.000000 Penalty: 120551.992188
Iteration 155Q: 35 clusters Score -1.57153e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202910 members 
Mstep: Class 2 contains 213587 members 
Mstep: Class 3 contains 16609 members 
Mstep: Class 4 contains 11150 members 
Mstep: Class 5 contains 21337 members 
Mstep: Class 6 contains 64411 members 
Mstep: Class 7 contains 15099 members 
Mstep: Class 8 contains 16977 members 
Mstep: Class 9 contains 41444 members 
Mstep: Class 10 contains 20132 members 
Mstep: Class 11 contains 24150 members 
Mstep: Class 12 contains 24032 members 
Mstep: Class 13 contains 9931 members 
Mstep: Class 14 contains 161704 members 
Mstep: Class 15 contains 47560 members 
Mstep: Class 16 contains 235155 members 
Mstep: Class 17 contains 15728 members 
Mstep: Class 18 contains 24387 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 24360 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232927 members 
Mstep: Class 25 contains 8807 members 
Mstep: Class 26 contains 7468 members 
Mstep: Class 27 contains 15002 members 
Mstep: Class 28 contains 4909 members 
Mstep: Class 29 contains 70966 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7608 members 
Mstep: Class 33 contains 13442 members 
Mstep: Class 34 contains 42807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152944.000000 Penalty: 120551.992188
Iteration 156Q: 35 clusters Score -1.571529e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202891 members 
Mstep: Class 2 contains 213593 members 
Mstep: Class 3 contains 16608 members 
Mstep: Class 4 contains 11157 members 
Mstep: Class 5 contains 21332 members 
Mstep: Class 6 contains 64410 members 
Mstep: Class 7 contains 15097 members 
Mstep: Class 8 contains 16982 members 
Mstep: Class 9 contains 41436 members 
Mstep: Class 10 contains 20129 members 
Mstep: Class 11 contains 24159 members 
Mstep: Class 12 contains 24031 members 
Mstep: Class 13 contains 9920 members 
Mstep: Class 14 contains 161714 members 
Mstep: Class 15 contains 47575 members 
Mstep: Class 16 contains 235171 members 
Mstep: Class 17 contains 15726 members 
Mstep: Class 18 contains 24387 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 24365 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232918 members 
Mstep: Class 25 contains 8844 members 
Mstep: Class 26 contains 7468 members 
Mstep: Class 27 contains 14998 members 
Mstep: Class 28 contains 4911 members 
Mstep: Class 29 contains 70956 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7607 members 
Mstep: Class 33 contains 13403 members 
Mstep: Class 34 contains 42810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153216.000000 Penalty: 120551.992188
Iteration 157Q: 35 clusters Score -1.571532e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202863 members 
Mstep: Class 2 contains 213605 members 
Mstep: Class 3 contains 16608 members 
Mstep: Class 4 contains 11158 members 
Mstep: Class 5 contains 21326 members 
Mstep: Class 6 contains 64408 members 
Mstep: Class 7 contains 15095 members 
Mstep: Class 8 contains 16986 members 
Mstep: Class 9 contains 41434 members 
Mstep: Class 10 contains 20126 members 
Mstep: Class 11 contains 24170 members 
Mstep: Class 12 contains 24031 members 
Mstep: Class 13 contains 9919 members 
Mstep: Class 14 contains 161723 members 
Mstep: Class 15 contains 47591 members 
Mstep: Class 16 contains 235192 members 
Mstep: Class 17 contains 15725 members 
Mstep: Class 18 contains 24385 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 24367 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232911 members 
Mstep: Class 25 contains 8915 members 
Mstep: Class 26 contains 7467 members 
Mstep: Class 27 contains 14992 members 
Mstep: Class 28 contains 4911 members 
Mstep: Class 29 contains 70945 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7606 members 
Mstep: Class 33 contains 13328 members 
Mstep: Class 34 contains 42810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153136.000000 Penalty: 120551.992188
Iteration 158Q: 35 clusters Score -1.571531e+08 nChanged 304
Entering ConstructFrom: 
Score: -157153136.000000 Penalty: 120551.992188
Entering ConstructFrom: 
Trying to split cluster 1 (202821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202821 members 
Entering Unmasked Estep 
Score: -20340584.000000 Penalty: 3030.579590
	Iteration 0F: 2 clusters Score -2.034058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101634 members 
Mstep: Class 2 contains 101187 members 
Entering Unmasked Estep 
Score: -20205052.000000 Penalty: 6061.159180
	Iteration 0F: 3 clusters Score -2.020505e+07 nChanged 97562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107368 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -20262408.000000 Penalty: 6061.159180
	Iteration 1F: 3 clusters Score -2.026241e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110912 members 
Mstep: Class 2 contains 91909 members 
Entering Unmasked Estep 
Score: -20263978.000000 Penalty: 6061.159180
	Iteration 2Q: 3 clusters Score -2.026398e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116569 members 
Mstep: Class 2 contains 86252 members 
Entering Unmasked Estep 
Score: -20266790.000000 Penalty: 6061.159180
	Iteration 3Q: 3 clusters Score -2.026679e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125317 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -20270792.000000 Penalty: 6061.159180
	Iteration 4Q: 3 clusters Score -2.027079e+07 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137747 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -20278672.000000 Penalty: 6061.159180
	Iteration 5F: 3 clusters Score -2.027867e+07 nChanged 16684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154119 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -20291886.000000 Penalty: 6061.159180
	Iteration 6F: 3 clusters Score -2.029189e+07 nChanged 18177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172186 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -20308654.000000 Penalty: 6061.159180
	Iteration 7F: 3 clusters Score -2.030865e+07 nChanged 15233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187405 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -20323612.000000 Penalty: 6061.159180
	Iteration 8F: 3 clusters Score -2.032361e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196501 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -20332324.000000 Penalty: 6061.159180
	Iteration 9Q: 3 clusters Score -2.033232e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200441 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -20335866.000000 Penalty: 6061.159180
	Iteration 10Q: 3 clusters Score -2.033587e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201787 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -20337172.000000 Penalty: 6061.159180
	Iteration 11Q: 3 clusters Score -2.033717e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202179 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -20337590.000000 Penalty: 6061.159180
	Iteration 12Q: 3 clusters Score -2.033759e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202301 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -20337764.000000 Penalty: 6061.159180
	Iteration 13Q: 3 clusters Score -2.033776e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202341 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -20337872.000000 Penalty: 6061.159180
	Iteration 14Q: 3 clusters Score -2.033787e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202366 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -20337910.000000 Penalty: 6061.159180
	Iteration 15Q: 3 clusters Score -2.033791e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202379 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -20337966.000000 Penalty: 6061.159180
	Iteration 16Q: 3 clusters Score -2.033797e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202382 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20337990.000000 Penalty: 6061.159180
	Iteration 17Q: 3 clusters Score -2.033799e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202382 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20338004.000000 Penalty: 6061.159180
	Iteration 18Q: 3 clusters Score -2.0338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202381 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -20338006.000000 Penalty: 6061.159180
	Iteration 19Q: 3 clusters Score -2.033801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202385 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -20338030.000000 Penalty: 6061.159180
	Iteration 20F: 3 clusters Score -2.033803e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202395 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20338050.000000 Penalty: 6061.159180
	Iteration 21Q: 3 clusters Score -2.033805e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202397 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20338070.000000 Penalty: 6061.159180
	Iteration 22Q: 3 clusters Score -2.033807e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202397 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20338066.000000 Penalty: 6061.159180
	Iteration 23Q: 3 clusters Score -2.033807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202400 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -20338074.000000 Penalty: 6061.159180
	Iteration 24Q: 3 clusters Score -2.033807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202400 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -20338070.000000 Penalty: 6061.159180
	Iteration 25Q: 3 clusters Score -2.033807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202399 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -20338076.000000 Penalty: 6061.159180
	Iteration 26Q: 3 clusters Score -2.033808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202399 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -20338078.000000 Penalty: 6061.159180
	Iteration 27Q: 3 clusters Score -2.033808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202398 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20338082.000000 Penalty: 6061.159180
	Iteration 28Q: 3 clusters Score -2.033808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202397 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20338084.000000 Penalty: 6061.159180
	Iteration 29Q: 3 clusters Score -2.033808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202397 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20338084.000000 Penalty: 6061.159180
	Iteration 30F: 3 clusters Score -2.033808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -21505160.000000 Penalty: 3043.438721
	Iteration 0F: 2 clusters Score -2.150516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106771 members 
Mstep: Class 2 contains 106844 members 
Entering Unmasked Estep 
Score: -21362544.000000 Penalty: 6086.877441
	Iteration 0F: 3 clusters Score -2.136254e+07 nChanged 102860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104697 members 
Mstep: Class 2 contains 108918 members 
Entering Unmasked Estep 
Score: -21422902.000000 Penalty: 6086.877441
	Iteration 1F: 3 clusters Score -2.14229e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103461 members 
Mstep: Class 2 contains 110154 members 
Entering Unmasked Estep 
Score: -21423662.000000 Penalty: 6086.877441
	Iteration 2Q: 3 clusters Score -2.142366e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 111990 members 
Entering Unmasked Estep 
Score: -21424500.000000 Penalty: 6086.877441
	Iteration 3Q: 3 clusters Score -2.14245e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 114749 members 
Entering Unmasked Estep 
Score: -21425564.000000 Penalty: 6086.877441
	Iteration 4Q: 3 clusters Score -2.142556e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 118820 members 
Entering Unmasked Estep 
Score: -21427032.000000 Penalty: 6086.877441
	Iteration 5Q: 3 clusters Score -2.142703e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 124929 members 
Entering Unmasked Estep 
Score: -21429502.000000 Penalty: 6086.877441
	Iteration 6Q: 3 clusters Score -2.14295e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 134019 members 
Entering Unmasked Estep 
Score: -21434132.000000 Penalty: 6086.877441
	Iteration 7Q: 3 clusters Score -2.143413e+07 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 146889 members 
Entering Unmasked Estep 
Score: -21442816.000000 Penalty: 6086.877441
	Iteration 8F: 3 clusters Score -2.144282e+07 nChanged 16573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 163390 members 
Entering Unmasked Estep 
Score: -21456144.000000 Penalty: 6086.877441
	Iteration 9F: 3 clusters Score -2.145614e+07 nChanged 17620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 181004 members 
Entering Unmasked Estep 
Score: -21472042.000000 Penalty: 6086.877441
	Iteration 10F: 3 clusters Score -2.147204e+07 nChanged 14573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 195573 members 
Entering Unmasked Estep 
Score: -21486044.000000 Penalty: 6086.877441
	Iteration 11F: 3 clusters Score -2.148604e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 205083 members 
Entering Unmasked Estep 
Score: -21495102.000000 Penalty: 6086.877441
	Iteration 12Q: 3 clusters Score -2.14951e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 209936 members 
Entering Unmasked Estep 
Score: -21499460.000000 Penalty: 6086.877441
	Iteration 13Q: 3 clusters Score -2.149946e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 211992 members 
Entering Unmasked Estep 
Score: -21501334.000000 Penalty: 6086.877441
	Iteration 14Q: 3 clusters Score -2.150133e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 212724 members 
Entering Unmasked Estep 
Score: -21501952.000000 Penalty: 6086.877441
	Iteration 15Q: 3 clusters Score -2.150195e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 212989 members 
Entering Unmasked Estep 
Score: -21502258.000000 Penalty: 6086.877441
	Iteration 16Q: 3 clusters Score -2.150226e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 213096 members 
Entering Unmasked Estep 
Score: -21502418.000000 Penalty: 6086.877441
	Iteration 17Q: 3 clusters Score -2.150242e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 213143 members 
Entering Unmasked Estep 
Score: -21502482.000000 Penalty: 6086.877441
	Iteration 18Q: 3 clusters Score -2.150248e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 213175 members 
Entering Unmasked Estep 
Score: -21502532.000000 Penalty: 6086.877441
	Iteration 19Q: 3 clusters Score -2.150253e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 213197 members 
Entering Unmasked Estep 
Score: -21502564.000000 Penalty: 6086.877441
	Iteration 20F: 3 clusters Score -2.150256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 213204 members 
Entering Unmasked Estep 
Score: -21502582.000000 Penalty: 6086.877441
	Iteration 21Q: 3 clusters Score -2.150258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 213203 members 
Entering Unmasked Estep 
Score: -21502612.000000 Penalty: 6086.877441
	Iteration 22Q: 3 clusters Score -2.150261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 213203 members 
Entering Unmasked Estep 
Score: -21502626.000000 Penalty: 6086.877441
	Iteration 23Q: 3 clusters Score -2.150263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 213206 members 
Entering Unmasked Estep 
Score: -21502666.000000 Penalty: 6086.877441
	Iteration 24Q: 3 clusters Score -2.150267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 213215 members 
Entering Unmasked Estep 
Score: -21502698.000000 Penalty: 6086.877441
	Iteration 25Q: 3 clusters Score -2.15027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 213224 members 
Entering Unmasked Estep 
Score: -21502712.000000 Penalty: 6086.877441
	Iteration 26Q: 3 clusters Score -2.150271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 213229 members 
Entering Unmasked Estep 
Score: -21502722.000000 Penalty: 6086.877441
	Iteration 27Q: 3 clusters Score -2.150272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 213232 members 
Entering Unmasked Estep 
Score: -21502736.000000 Penalty: 6086.877441
	Iteration 28Q: 3 clusters Score -2.150274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 213232 members 
Entering Unmasked Estep 
Score: -21502724.000000 Penalty: 6086.877441
	Iteration 29Q: 3 clusters Score -2.150272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 213237 members 
Entering Unmasked Estep 
Score: -21502726.000000 Penalty: 6086.877441
	Iteration 30Q: 3 clusters Score -2.150273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 213238 members 
Entering Unmasked Estep 
Score: -21502728.000000 Penalty: 6086.877441
	Iteration 31Q: 3 clusters Score -2.150273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 213239 members 
Entering Unmasked Estep 
Score: -21502746.000000 Penalty: 6086.877441
	Iteration 32Q: 3 clusters Score -2.150275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 213241 members 
Entering Unmasked Estep 
Score: -21502746.000000 Penalty: 6086.877441
	Iteration 33Q: 3 clusters Score -2.150275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 213241 members 
Entering Unmasked Estep 
Score: -21502734.000000 Penalty: 6086.877441
	Iteration 34Q: 3 clusters Score -2.150273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 213240 members 
Entering Unmasked Estep 
Score: -21502730.000000 Penalty: 6086.877441
	Iteration 35Q: 3 clusters Score -2.150273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 213240 members 
Entering Unmasked Estep 
Score: -21502730.000000 Penalty: 6086.877441
	Iteration 36F: 3 clusters Score -2.150273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Entering Unmasked Estep 
Score: -1609516.625000 Penalty: 2409.959717
	Iteration 0F: 2 clusters Score -1609517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1597659.000000 Penalty: 4819.919434
	Iteration 0F: 3 clusters Score -1597659 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1601556.500000 Penalty: 4819.919434
	Iteration 1F: 3 clusters Score -1601556 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1602038.375000 Penalty: 4819.919434
	Iteration 2F: 3 clusters Score -1602038 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1602425.250000 Penalty: 4819.919434
	Iteration 3F: 3 clusters Score -1602425 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1602717.625000 Penalty: 4819.919434
	Iteration 4Q: 3 clusters Score -1602718 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1603010.250000 Penalty: 4819.919434
	Iteration 5Q: 3 clusters Score -1603010 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1603241.500000 Penalty: 4819.919434
	Iteration 6Q: 3 clusters Score -1603242 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1603464.000000 Penalty: 4819.919434
	Iteration 7Q: 3 clusters Score -1603464 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1603665.875000 Penalty: 4819.919434
	Iteration 8Q: 3 clusters Score -1603666 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1603885.625000 Penalty: 4819.919434
	Iteration 9Q: 3 clusters Score -1603886 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1604127.125000 Penalty: 4819.919434
	Iteration 10Q: 3 clusters Score -1604127 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1604400.750000 Penalty: 4819.919434
	Iteration 11Q: 3 clusters Score -1604401 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1604681.500000 Penalty: 4819.919434
	Iteration 12Q: 3 clusters Score -1604682 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1605018.125000 Penalty: 4819.919434
	Iteration 13Q: 3 clusters Score -1605018 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1605356.625000 Penalty: 4819.919434
	Iteration 14Q: 3 clusters Score -1605357 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1605708.375000 Penalty: 4819.919434
	Iteration 15Q: 3 clusters Score -1605708 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1606035.875000 Penalty: 4819.919434
	Iteration 16Q: 3 clusters Score -1606036 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1606271.750000 Penalty: 4819.919434
	Iteration 17Q: 3 clusters Score -1606272 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1606428.125000 Penalty: 4819.919434
	Iteration 18Q: 3 clusters Score -1606428 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1606546.875000 Penalty: 4819.919434
	Iteration 19Q: 3 clusters Score -1606547 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1606637.125000 Penalty: 4819.919434
	Iteration 20F: 3 clusters Score -1606637 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1606714.500000 Penalty: 4819.919434
	Iteration 21Q: 3 clusters Score -1606714 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1606782.875000 Penalty: 4819.919434
	Iteration 22Q: 3 clusters Score -1606783 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1606847.250000 Penalty: 4819.919434
	Iteration 23Q: 3 clusters Score -1606847 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1606906.875000 Penalty: 4819.919434
	Iteration 24Q: 3 clusters Score -1606907 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1606960.250000 Penalty: 4819.919434
	Iteration 25Q: 3 clusters Score -1606960 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1607023.750000 Penalty: 4819.919434
	Iteration 26Q: 3 clusters Score -1607024 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1607058.375000 Penalty: 4819.919434
	Iteration 27Q: 3 clusters Score -1607058 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1607101.500000 Penalty: 4819.919434
	Iteration 28Q: 3 clusters Score -1607102 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1607136.500000 Penalty: 4819.919434
	Iteration 29Q: 3 clusters Score -1607136 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1607183.875000 Penalty: 4819.919434
	Iteration 30Q: 3 clusters Score -1607184 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1607224.250000 Penalty: 4819.919434
	Iteration 31Q: 3 clusters Score -1607224 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1607284.000000 Penalty: 4819.919434
	Iteration 32Q: 3 clusters Score -1607284 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1607340.250000 Penalty: 4819.919434
	Iteration 33Q: 3 clusters Score -1607340 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1607394.750000 Penalty: 4819.919434
	Iteration 34Q: 3 clusters Score -1607395 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1607441.375000 Penalty: 4819.919434
	Iteration 35Q: 3 clusters Score -1607441 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1607482.625000 Penalty: 4819.919434
	Iteration 36Q: 3 clusters Score -1607483 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1607512.250000 Penalty: 4819.919434
	Iteration 37Q: 3 clusters Score -1607512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1607533.750000 Penalty: 4819.919434
	Iteration 38Q: 3 clusters Score -1607534 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1607557.125000 Penalty: 4819.919434
	Iteration 39Q: 3 clusters Score -1607557 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1607582.375000 Penalty: 4819.919434
	Iteration 40F: 3 clusters Score -1607582 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1607608.500000 Penalty: 4819.919434
	Iteration 41Q: 3 clusters Score -1607608 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1607637.000000 Penalty: 4819.919434
	Iteration 42Q: 3 clusters Score -1607637 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1607658.875000 Penalty: 4819.919434
	Iteration 43Q: 3 clusters Score -1607659 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1607684.125000 Penalty: 4819.919434
	Iteration 44Q: 3 clusters Score -1607684 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1607704.750000 Penalty: 4819.919434
	Iteration 45Q: 3 clusters Score -1607705 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1607722.625000 Penalty: 4819.919434
	Iteration 46Q: 3 clusters Score -1607723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1607736.000000 Penalty: 4819.919434
	Iteration 47Q: 3 clusters Score -1607736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1607745.250000 Penalty: 4819.919434
	Iteration 48Q: 3 clusters Score -1607745 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1607762.125000 Penalty: 4819.919434
	Iteration 49Q: 3 clusters Score -1607762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1607770.500000 Penalty: 4819.919434
	Iteration 50Q: 3 clusters Score -1607770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1607782.000000 Penalty: 4819.919434
	Iteration 51Q: 3 clusters Score -1607782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1607792.125000 Penalty: 4819.919434
	Iteration 52Q: 3 clusters Score -1607792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1607796.000000 Penalty: 4819.919434
	Iteration 53Q: 3 clusters Score -1607796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1607802.000000 Penalty: 4819.919434
	Iteration 54Q: 3 clusters Score -1607802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1607812.625000 Penalty: 4819.919434
	Iteration 55Q: 3 clusters Score -1607813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1607826.000000 Penalty: 4819.919434
	Iteration 56Q: 3 clusters Score -1607826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1607834.750000 Penalty: 4819.919434
	Iteration 57Q: 3 clusters Score -1607835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1607842.125000 Penalty: 4819.919434
	Iteration 58Q: 3 clusters Score -1607842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1607849.625000 Penalty: 4819.919434
	Iteration 59Q: 3 clusters Score -1607850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1607858.625000 Penalty: 4819.919434
	Iteration 60F: 3 clusters Score -1607859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1607869.750000 Penalty: 4819.919434
	Iteration 61Q: 3 clusters Score -1607870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1607872.250000 Penalty: 4819.919434
	Iteration 62Q: 3 clusters Score -1607872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1607882.375000 Penalty: 4819.919434
	Iteration 63Q: 3 clusters Score -1607882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1607888.250000 Penalty: 4819.919434
	Iteration 64Q: 3 clusters Score -1607888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1607887.875000 Penalty: 4819.919434
	Iteration 65Q: 3 clusters Score -1607888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1607888.625000 Penalty: 4819.919434
	Iteration 66Q: 3 clusters Score -1607889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1607894.500000 Penalty: 4819.919434
	Iteration 67Q: 3 clusters Score -1607894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1607893.250000 Penalty: 4819.919434
	Iteration 68Q: 3 clusters Score -1607893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1607898.000000 Penalty: 4819.919434
	Iteration 69Q: 3 clusters Score -1607898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1607896.250000 Penalty: 4819.919434
	Iteration 70Q: 3 clusters Score -1607896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1607900.125000 Penalty: 4819.919434
	Iteration 71Q: 3 clusters Score -1607900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1607902.500000 Penalty: 4819.919434
	Iteration 72Q: 3 clusters Score -1607902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1607907.625000 Penalty: 4819.919434
	Iteration 73Q: 3 clusters Score -1607908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1607906.875000 Penalty: 4819.919434
	Iteration 74Q: 3 clusters Score -1607907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1607906.375000 Penalty: 4819.919434
	Iteration 75Q: 3 clusters Score -1607906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1607905.625000 Penalty: 4819.919434
	Iteration 76Q: 3 clusters Score -1607906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1607907.875000 Penalty: 4819.919434
	Iteration 77Q: 3 clusters Score -1607908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1607912.750000 Penalty: 4819.919434
	Iteration 78Q: 3 clusters Score -1607913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1607915.500000 Penalty: 4819.919434
	Iteration 79Q: 3 clusters Score -1607916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1607911.875000 Penalty: 4819.919434
	Iteration 80F: 3 clusters Score -1607912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1607914.375000 Penalty: 4819.919434
	Iteration 81Q: 3 clusters Score -1607914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1607914.375000 Penalty: 4819.919434
	Iteration 82Q: 3 clusters Score -1607914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1607916.500000 Penalty: 4819.919434
	Iteration 83Q: 3 clusters Score -1607916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1607915.750000 Penalty: 4819.919434
	Iteration 84Q: 3 clusters Score -1607916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1607916.250000 Penalty: 4819.919434
	Iteration 85Q: 3 clusters Score -1607916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1607913.500000 Penalty: 4819.919434
	Iteration 86Q: 3 clusters Score -1607914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1607913.500000 Penalty: 4819.919434
	Iteration 87F: 3 clusters Score -1607914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Entering Unmasked Estep 
Score: -1085582.125000 Penalty: 2311.427002
	Iteration 0F: 2 clusters Score -1085582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1077214.125000 Penalty: 4622.854004
	Iteration 0F: 3 clusters Score -1077214 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1079672.125000 Penalty: 4622.854004
	Iteration 1F: 3 clusters Score -1079672 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1080001.625000 Penalty: 4622.854004
	Iteration 2F: 3 clusters Score -1080002 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1080269.000000 Penalty: 4622.854004
	Iteration 3F: 3 clusters Score -1080269 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1080477.000000 Penalty: 4622.854004
	Iteration 4Q: 3 clusters Score -1080477 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1080670.250000 Penalty: 4622.854004
	Iteration 5Q: 3 clusters Score -1080670 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1080862.125000 Penalty: 4622.854004
	Iteration 6Q: 3 clusters Score -1080862 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1081080.750000 Penalty: 4622.854004
	Iteration 7Q: 3 clusters Score -1081081 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1081358.500000 Penalty: 4622.854004
	Iteration 8Q: 3 clusters Score -1081358 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1081700.750000 Penalty: 4622.854004
	Iteration 9Q: 3 clusters Score -1081701 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1082089.250000 Penalty: 4622.854004
	Iteration 10Q: 3 clusters Score -1082089 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1082501.500000 Penalty: 4622.854004
	Iteration 11Q: 3 clusters Score -1082502 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1082857.250000 Penalty: 4622.854004
	Iteration 12Q: 3 clusters Score -1082857 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1083135.125000 Penalty: 4622.854004
	Iteration 13Q: 3 clusters Score -1083135 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1083362.625000 Penalty: 4622.854004
	Iteration 14Q: 3 clusters Score -1083363 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1083544.750000 Penalty: 4622.854004
	Iteration 15Q: 3 clusters Score -1083545 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1083678.875000 Penalty: 4622.854004
	Iteration 16Q: 3 clusters Score -1083679 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1083775.250000 Penalty: 4622.854004
	Iteration 17Q: 3 clusters Score -1083775 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1083824.375000 Penalty: 4622.854004
	Iteration 18Q: 3 clusters Score -1083824 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1083867.375000 Penalty: 4622.854004
	Iteration 19Q: 3 clusters Score -1083867 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1083901.250000 Penalty: 4622.854004
	Iteration 20F: 3 clusters Score -1083901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1083929.875000 Penalty: 4622.854004
	Iteration 21Q: 3 clusters Score -1083930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1083956.625000 Penalty: 4622.854004
	Iteration 22Q: 3 clusters Score -1083957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1083986.000000 Penalty: 4622.854004
	Iteration 23Q: 3 clusters Score -1083986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1084000.000000 Penalty: 4622.854004
	Iteration 24Q: 3 clusters Score -1084000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1084007.875000 Penalty: 4622.854004
	Iteration 25Q: 3 clusters Score -1084008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1084018.750000 Penalty: 4622.854004
	Iteration 26Q: 3 clusters Score -1084019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1084023.250000 Penalty: 4622.854004
	Iteration 27Q: 3 clusters Score -1084023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1084027.250000 Penalty: 4622.854004
	Iteration 28Q: 3 clusters Score -1084027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1084033.625000 Penalty: 4622.854004
	Iteration 29Q: 3 clusters Score -1084034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1084040.250000 Penalty: 4622.854004
	Iteration 30Q: 3 clusters Score -1084040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1084045.375000 Penalty: 4622.854004
	Iteration 31Q: 3 clusters Score -1084045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1084049.250000 Penalty: 4622.854004
	Iteration 32Q: 3 clusters Score -1084049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1084051.000000 Penalty: 4622.854004
	Iteration 33Q: 3 clusters Score -1084051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1084053.000000 Penalty: 4622.854004
	Iteration 34Q: 3 clusters Score -1084053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1084055.875000 Penalty: 4622.854004
	Iteration 35Q: 3 clusters Score -1084056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1084057.375000 Penalty: 4622.854004
	Iteration 36Q: 3 clusters Score -1084057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1084055.375000 Penalty: 4622.854004
	Iteration 37Q: 3 clusters Score -1084055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1084057.500000 Penalty: 4622.854004
	Iteration 38Q: 3 clusters Score -1084058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1084057.500000 Penalty: 4622.854004
	Iteration 39F: 3 clusters Score -1084058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Entering Unmasked Estep 
Score: -1976489.750000 Penalty: 2471.892090
	Iteration 0F: 2 clusters Score -1976490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1961541.125000 Penalty: 4943.784180
	Iteration 0F: 3 clusters Score -1961541 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1966982.375000 Penalty: 4943.784180
	Iteration 1F: 3 clusters Score -1966982 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1968024.625000 Penalty: 4943.784180
	Iteration 2F: 3 clusters Score -1968025 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1969204.750000 Penalty: 4943.784180
	Iteration 3F: 3 clusters Score -1969205 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1970316.125000 Penalty: 4943.784180
	Iteration 4F: 3 clusters Score -1970316 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1971219.500000 Penalty: 4943.784180
	Iteration 5F: 3 clusters Score -1971220 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1972042.875000 Penalty: 4943.784180
	Iteration 6F: 3 clusters Score -1972043 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1972681.500000 Penalty: 4943.784180
	Iteration 7Q: 3 clusters Score -1972682 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1973179.125000 Penalty: 4943.784180
	Iteration 8Q: 3 clusters Score -1973179 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1973563.125000 Penalty: 4943.784180
	Iteration 9Q: 3 clusters Score -1973563 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1973849.375000 Penalty: 4943.784180
	Iteration 10Q: 3 clusters Score -1973849 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1974124.125000 Penalty: 4943.784180
	Iteration 11Q: 3 clusters Score -1974124 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1974382.375000 Penalty: 4943.784180
	Iteration 12Q: 3 clusters Score -1974382 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1974576.625000 Penalty: 4943.784180
	Iteration 13Q: 3 clusters Score -1974577 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1974751.625000 Penalty: 4943.784180
	Iteration 14Q: 3 clusters Score -1974752 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1974895.375000 Penalty: 4943.784180
	Iteration 15Q: 3 clusters Score -1974895 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1975027.875000 Penalty: 4943.784180
	Iteration 16Q: 3 clusters Score -1975028 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1975155.875000 Penalty: 4943.784180
	Iteration 17Q: 3 clusters Score -1975156 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1975289.875000 Penalty: 4943.784180
	Iteration 18Q: 3 clusters Score -1975290 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1975426.750000 Penalty: 4943.784180
	Iteration 19Q: 3 clusters Score -1975427 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1975569.375000 Penalty: 4943.784180
	Iteration 20F: 3 clusters Score -1975569 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1975663.375000 Penalty: 4943.784180
	Iteration 21Q: 3 clusters Score -1975663 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1975739.625000 Penalty: 4943.784180
	Iteration 22Q: 3 clusters Score -1975740 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1975810.875000 Penalty: 4943.784180
	Iteration 23Q: 3 clusters Score -1975811 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1975875.250000 Penalty: 4943.784180
	Iteration 24Q: 3 clusters Score -1975875 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1975937.000000 Penalty: 4943.784180
	Iteration 25Q: 3 clusters Score -1975937 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1975980.625000 Penalty: 4943.784180
	Iteration 26Q: 3 clusters Score -1975981 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1976014.000000 Penalty: 4943.784180
	Iteration 27Q: 3 clusters Score -1976014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1976034.375000 Penalty: 4943.784180
	Iteration 28Q: 3 clusters Score -1976034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1976047.125000 Penalty: 4943.784180
	Iteration 29Q: 3 clusters Score -1976047 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1976070.125000 Penalty: 4943.784180
	Iteration 30Q: 3 clusters Score -1976070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1976079.625000 Penalty: 4943.784180
	Iteration 31Q: 3 clusters Score -1976080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1976094.125000 Penalty: 4943.784180
	Iteration 32Q: 3 clusters Score -1976094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1976104.875000 Penalty: 4943.784180
	Iteration 33Q: 3 clusters Score -1976105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1976106.500000 Penalty: 4943.784180
	Iteration 34Q: 3 clusters Score -1976106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1976110.000000 Penalty: 4943.784180
	Iteration 35Q: 3 clusters Score -1976110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1976112.250000 Penalty: 4943.784180
	Iteration 36Q: 3 clusters Score -1976112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1976116.375000 Penalty: 4943.784180
	Iteration 37Q: 3 clusters Score -1976116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1976115.500000 Penalty: 4943.784180
	Iteration 38Q: 3 clusters Score -1976116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1976121.750000 Penalty: 4943.784180
	Iteration 39Q: 3 clusters Score -1976122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1976130.750000 Penalty: 4943.784180
	Iteration 40F: 3 clusters Score -1976131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1976136.125000 Penalty: 4943.784180
	Iteration 41Q: 3 clusters Score -1976136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1976140.500000 Penalty: 4943.784180
	Iteration 42Q: 3 clusters Score -1976140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1976146.875000 Penalty: 4943.784180
	Iteration 43Q: 3 clusters Score -1976147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1976147.250000 Penalty: 4943.784180
	Iteration 44Q: 3 clusters Score -1976147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1976152.125000 Penalty: 4943.784180
	Iteration 45Q: 3 clusters Score -1976152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1976156.750000 Penalty: 4943.784180
	Iteration 46Q: 3 clusters Score -1976157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1976155.375000 Penalty: 4943.784180
	Iteration 47Q: 3 clusters Score -1976155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1976156.250000 Penalty: 4943.784180
	Iteration 48Q: 3 clusters Score -1976156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1976160.125000 Penalty: 4943.784180
	Iteration 49Q: 3 clusters Score -1976160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1976160.625000 Penalty: 4943.784180
	Iteration 50Q: 3 clusters Score -1976161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1976165.000000 Penalty: 4943.784180
	Iteration 51Q: 3 clusters Score -1976165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1976162.625000 Penalty: 4943.784180
	Iteration 52Q: 3 clusters Score -1976163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1976164.125000 Penalty: 4943.784180
	Iteration 53Q: 3 clusters Score -1976164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1976165.375000 Penalty: 4943.784180
	Iteration 54Q: 3 clusters Score -1976165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1976165.375000 Penalty: 4943.784180
	Iteration 55Q: 3 clusters Score -1976165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1976166.000000 Penalty: 4943.784180
	Iteration 56Q: 3 clusters Score -1976166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1976168.625000 Penalty: 4943.784180
	Iteration 57Q: 3 clusters Score -1976169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1976171.125000 Penalty: 4943.784180
	Iteration 58Q: 3 clusters Score -1976171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1976171.125000 Penalty: 4943.784180
	Iteration 59Q: 3 clusters Score -1976171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1976170.625000 Penalty: 4943.784180
	Iteration 60F: 3 clusters Score -1976171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (64403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Entering Unmasked Estep 
Score: -6471819.000000 Penalty: 2746.083008
	Iteration 0F: 2 clusters Score -6471819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -6428544.000000 Penalty: 5492.166016
	Iteration 0F: 3 clusters Score -6428544 nChanged 30188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -6445302.000000 Penalty: 5492.166016
	Iteration 1F: 3 clusters Score -6445302 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -6445933.500000 Penalty: 5492.166016
	Iteration 2Q: 3 clusters Score -6445934 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -6446695.500000 Penalty: 5492.166016
	Iteration 3Q: 3 clusters Score -6446696 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -6447636.000000 Penalty: 5492.166016
	Iteration 4Q: 3 clusters Score -6447636 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -6448996.500000 Penalty: 5492.166016
	Iteration 5Q: 3 clusters Score -6448996 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -6451051.500000 Penalty: 5492.166016
	Iteration 6F: 3 clusters Score -6451052 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -6453876.000000 Penalty: 5492.166016
	Iteration 7F: 3 clusters Score -6453876 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -6457363.500000 Penalty: 5492.166016
	Iteration 8F: 3 clusters Score -6457364 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -6460909.500000 Penalty: 5492.166016
	Iteration 9F: 3 clusters Score -6460910 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -6463953.500000 Penalty: 5492.166016
	Iteration 10F: 3 clusters Score -6463954 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -6466053.500000 Penalty: 5492.166016
	Iteration 11Q: 3 clusters Score -6466054 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6467449.500000 Penalty: 5492.166016
	Iteration 12Q: 3 clusters Score -6467450 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6468369.000000 Penalty: 5492.166016
	Iteration 13Q: 3 clusters Score -6468369 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6468959.000000 Penalty: 5492.166016
	Iteration 14Q: 3 clusters Score -6468959 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6469328.500000 Penalty: 5492.166016
	Iteration 15Q: 3 clusters Score -6469328 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6469568.000000 Penalty: 5492.166016
	Iteration 16Q: 3 clusters Score -6469568 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6469698.500000 Penalty: 5492.166016
	Iteration 17Q: 3 clusters Score -6469698 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6469810.000000 Penalty: 5492.166016
	Iteration 18Q: 3 clusters Score -6469810 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63160 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6469887.000000 Penalty: 5492.166016
	Iteration 19Q: 3 clusters Score -6469887 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6469930.000000 Penalty: 5492.166016
	Iteration 20F: 3 clusters Score -6469930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6469949.500000 Penalty: 5492.166016
	Iteration 21Q: 3 clusters Score -6469950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6469977.500000 Penalty: 5492.166016
	Iteration 22Q: 3 clusters Score -6469978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6469986.000000 Penalty: 5492.166016
	Iteration 23Q: 3 clusters Score -6469986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6469995.500000 Penalty: 5492.166016
	Iteration 24Q: 3 clusters Score -6469996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6470009.000000 Penalty: 5492.166016
	Iteration 25Q: 3 clusters Score -6470009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6470013.000000 Penalty: 5492.166016
	Iteration 26Q: 3 clusters Score -6470013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6470019.000000 Penalty: 5492.166016
	Iteration 27Q: 3 clusters Score -6470019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6470019.500000 Penalty: 5492.166016
	Iteration 28Q: 3 clusters Score -6470020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6470024.500000 Penalty: 5492.166016
	Iteration 29Q: 3 clusters Score -6470024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6470039.000000 Penalty: 5492.166016
	Iteration 30Q: 3 clusters Score -6470039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6470048.500000 Penalty: 5492.166016
	Iteration 31Q: 3 clusters Score -6470048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6470053.000000 Penalty: 5492.166016
	Iteration 32Q: 3 clusters Score -6470053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6470052.500000 Penalty: 5492.166016
	Iteration 33Q: 3 clusters Score -6470052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6470053.500000 Penalty: 5492.166016
	Iteration 34Q: 3 clusters Score -6470054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6470059.000000 Penalty: 5492.166016
	Iteration 35Q: 3 clusters Score -6470059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6470059.000000 Penalty: 5492.166016
	Iteration 36F: 3 clusters Score -6470059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Entering Unmasked Estep 
Score: -1481075.875000 Penalty: 2386.285400
	Iteration 0F: 2 clusters Score -1481076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1470064.625000 Penalty: 4772.570801
	Iteration 0F: 3 clusters Score -1470065 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1473588.125000 Penalty: 4772.570801
	Iteration 1F: 3 clusters Score -1473588 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1473906.500000 Penalty: 4772.570801
	Iteration 2F: 3 clusters Score -1473906 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1474132.500000 Penalty: 4772.570801
	Iteration 3Q: 3 clusters Score -1474132 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1474328.125000 Penalty: 4772.570801
	Iteration 4Q: 3 clusters Score -1474328 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1474521.500000 Penalty: 4772.570801
	Iteration 5Q: 3 clusters Score -1474522 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1474776.250000 Penalty: 4772.570801
	Iteration 6Q: 3 clusters Score -1474776 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1475093.750000 Penalty: 4772.570801
	Iteration 7Q: 3 clusters Score -1475094 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1475513.125000 Penalty: 4772.570801
	Iteration 8Q: 3 clusters Score -1475513 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1476092.625000 Penalty: 4772.570801
	Iteration 9F: 3 clusters Score -1476093 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1476739.250000 Penalty: 4772.570801
	Iteration 10F: 3 clusters Score -1476739 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1477372.875000 Penalty: 4772.570801
	Iteration 11F: 3 clusters Score -1477373 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1477931.250000 Penalty: 4772.570801
	Iteration 12Q: 3 clusters Score -1477931 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1478307.750000 Penalty: 4772.570801
	Iteration 13Q: 3 clusters Score -1478308 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1478539.625000 Penalty: 4772.570801
	Iteration 14Q: 3 clusters Score -1478540 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1478679.125000 Penalty: 4772.570801
	Iteration 15Q: 3 clusters Score -1478679 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1478776.500000 Penalty: 4772.570801
	Iteration 16Q: 3 clusters Score -1478776 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1478855.375000 Penalty: 4772.570801
	Iteration 17Q: 3 clusters Score -1478855 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1478913.750000 Penalty: 4772.570801
	Iteration 18Q: 3 clusters Score -1478914 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1478947.375000 Penalty: 4772.570801
	Iteration 19Q: 3 clusters Score -1478947 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1478980.500000 Penalty: 4772.570801
	Iteration 20F: 3 clusters Score -1478980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1478998.250000 Penalty: 4772.570801
	Iteration 21Q: 3 clusters Score -1478998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1479020.000000 Penalty: 4772.570801
	Iteration 22Q: 3 clusters Score -1479020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1479031.625000 Penalty: 4772.570801
	Iteration 23Q: 3 clusters Score -1479032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1479040.750000 Penalty: 4772.570801
	Iteration 24Q: 3 clusters Score -1479041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1479046.875000 Penalty: 4772.570801
	Iteration 25Q: 3 clusters Score -1479047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1479053.000000 Penalty: 4772.570801
	Iteration 26Q: 3 clusters Score -1479053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1479056.750000 Penalty: 4772.570801
	Iteration 27Q: 3 clusters Score -1479057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1479061.000000 Penalty: 4772.570801
	Iteration 28Q: 3 clusters Score -1479061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1479064.250000 Penalty: 4772.570801
	Iteration 29Q: 3 clusters Score -1479064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1479064.000000 Penalty: 4772.570801
	Iteration 30Q: 3 clusters Score -1479064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1479067.875000 Penalty: 4772.570801
	Iteration 31Q: 3 clusters Score -1479068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1479068.500000 Penalty: 4772.570801
	Iteration 32Q: 3 clusters Score -1479068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1479068.750000 Penalty: 4772.570801
	Iteration 33Q: 3 clusters Score -1479069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1479070.625000 Penalty: 4772.570801
	Iteration 34Q: 3 clusters Score -1479071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1479074.125000 Penalty: 4772.570801
	Iteration 35Q: 3 clusters Score -1479074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1479074.125000 Penalty: 4772.570801
	Iteration 36F: 3 clusters Score -1479074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Entering Unmasked Estep 
Score: -1651779.125000 Penalty: 2415.584961
	Iteration 0F: 2 clusters Score -1651779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1639684.500000 Penalty: 4831.169922
	Iteration 0F: 3 clusters Score -1639684 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1643823.500000 Penalty: 4831.169922
	Iteration 1F: 3 clusters Score -1643824 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1644280.500000 Penalty: 4831.169922
	Iteration 2F: 3 clusters Score -1644280 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1644613.500000 Penalty: 4831.169922
	Iteration 3Q: 3 clusters Score -1644614 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1644931.875000 Penalty: 4831.169922
	Iteration 4Q: 3 clusters Score -1644932 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1645242.750000 Penalty: 4831.169922
	Iteration 5Q: 3 clusters Score -1645243 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1645579.375000 Penalty: 4831.169922
	Iteration 6Q: 3 clusters Score -1645579 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1645974.500000 Penalty: 4831.169922
	Iteration 7Q: 3 clusters Score -1645974 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1646366.250000 Penalty: 4831.169922
	Iteration 8Q: 3 clusters Score -1646366 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1646722.125000 Penalty: 4831.169922
	Iteration 9Q: 3 clusters Score -1646722 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1647023.625000 Penalty: 4831.169922
	Iteration 10Q: 3 clusters Score -1647024 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1647313.750000 Penalty: 4831.169922
	Iteration 11Q: 3 clusters Score -1647314 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1647619.500000 Penalty: 4831.169922
	Iteration 12Q: 3 clusters Score -1647620 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1647928.000000 Penalty: 4831.169922
	Iteration 13Q: 3 clusters Score -1647928 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1648242.125000 Penalty: 4831.169922
	Iteration 14Q: 3 clusters Score -1648242 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1648546.375000 Penalty: 4831.169922
	Iteration 15Q: 3 clusters Score -1648546 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1648866.000000 Penalty: 4831.169922
	Iteration 16Q: 3 clusters Score -1648866 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1649190.375000 Penalty: 4831.169922
	Iteration 17Q: 3 clusters Score -1649190 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1649470.125000 Penalty: 4831.169922
	Iteration 18Q: 3 clusters Score -1649470 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1649738.500000 Penalty: 4831.169922
	Iteration 19Q: 3 clusters Score -1649738 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1649934.625000 Penalty: 4831.169922
	Iteration 20F: 3 clusters Score -1649935 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1650084.375000 Penalty: 4831.169922
	Iteration 21Q: 3 clusters Score -1650084 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1650214.375000 Penalty: 4831.169922
	Iteration 22Q: 3 clusters Score -1650214 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1650310.125000 Penalty: 4831.169922
	Iteration 23Q: 3 clusters Score -1650310 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1650367.375000 Penalty: 4831.169922
	Iteration 24Q: 3 clusters Score -1650367 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1650405.625000 Penalty: 4831.169922
	Iteration 25Q: 3 clusters Score -1650406 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1650437.250000 Penalty: 4831.169922
	Iteration 26Q: 3 clusters Score -1650437 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1650460.500000 Penalty: 4831.169922
	Iteration 27Q: 3 clusters Score -1650460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1650473.375000 Penalty: 4831.169922
	Iteration 28Q: 3 clusters Score -1650473 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1650498.375000 Penalty: 4831.169922
	Iteration 29Q: 3 clusters Score -1650498 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1650521.875000 Penalty: 4831.169922
	Iteration 30Q: 3 clusters Score -1650522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1650548.375000 Penalty: 4831.169922
	Iteration 31Q: 3 clusters Score -1650548 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1650577.000000 Penalty: 4831.169922
	Iteration 32Q: 3 clusters Score -1650577 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1650593.125000 Penalty: 4831.169922
	Iteration 33Q: 3 clusters Score -1650593 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1650611.625000 Penalty: 4831.169922
	Iteration 34Q: 3 clusters Score -1650612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1650617.500000 Penalty: 4831.169922
	Iteration 35Q: 3 clusters Score -1650618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1650623.625000 Penalty: 4831.169922
	Iteration 36Q: 3 clusters Score -1650624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1650632.125000 Penalty: 4831.169922
	Iteration 37Q: 3 clusters Score -1650632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1650637.000000 Penalty: 4831.169922
	Iteration 38Q: 3 clusters Score -1650637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1650644.500000 Penalty: 4831.169922
	Iteration 39Q: 3 clusters Score -1650644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1650650.875000 Penalty: 4831.169922
	Iteration 40F: 3 clusters Score -1650651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1650655.125000 Penalty: 4831.169922
	Iteration 41Q: 3 clusters Score -1650655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1650662.750000 Penalty: 4831.169922
	Iteration 42Q: 3 clusters Score -1650663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1650667.500000 Penalty: 4831.169922
	Iteration 43Q: 3 clusters Score -1650668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1650669.125000 Penalty: 4831.169922
	Iteration 44Q: 3 clusters Score -1650669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1650676.375000 Penalty: 4831.169922
	Iteration 45Q: 3 clusters Score -1650676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1650678.375000 Penalty: 4831.169922
	Iteration 46Q: 3 clusters Score -1650678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1650677.875000 Penalty: 4831.169922
	Iteration 47Q: 3 clusters Score -1650678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1650679.500000 Penalty: 4831.169922
	Iteration 48Q: 3 clusters Score -1650680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1650678.750000 Penalty: 4831.169922
	Iteration 49Q: 3 clusters Score -1650679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1650678.000000 Penalty: 4831.169922
	Iteration 50Q: 3 clusters Score -1650678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1650682.125000 Penalty: 4831.169922
	Iteration 51Q: 3 clusters Score -1650682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1650682.375000 Penalty: 4831.169922
	Iteration 52Q: 3 clusters Score -1650682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1650686.250000 Penalty: 4831.169922
	Iteration 53Q: 3 clusters Score -1650686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1650687.625000 Penalty: 4831.169922
	Iteration 54Q: 3 clusters Score -1650688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1650684.875000 Penalty: 4831.169922
	Iteration 55Q: 3 clusters Score -1650685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1650688.875000 Penalty: 4831.169922
	Iteration 56Q: 3 clusters Score -1650689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1650687.625000 Penalty: 4831.169922
	Iteration 57Q: 3 clusters Score -1650688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1650687.375000 Penalty: 4831.169922
	Iteration 58Q: 3 clusters Score -1650687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1650687.125000 Penalty: 4831.169922
	Iteration 59Q: 3 clusters Score -1650687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1650690.500000 Penalty: 4831.169922
	Iteration 60F: 3 clusters Score -1650690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1650693.625000 Penalty: 4831.169922
	Iteration 61Q: 3 clusters Score -1650694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1650694.750000 Penalty: 4831.169922
	Iteration 62Q: 3 clusters Score -1650695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1650696.250000 Penalty: 4831.169922
	Iteration 63Q: 3 clusters Score -1650696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1650697.250000 Penalty: 4831.169922
	Iteration 64Q: 3 clusters Score -1650697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1650700.625000 Penalty: 4831.169922
	Iteration 65Q: 3 clusters Score -1650701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1650702.125000 Penalty: 4831.169922
	Iteration 66Q: 3 clusters Score -1650702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1650701.750000 Penalty: 4831.169922
	Iteration 67Q: 3 clusters Score -1650702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1650704.125000 Penalty: 4831.169922
	Iteration 68Q: 3 clusters Score -1650704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1650703.750000 Penalty: 4831.169922
	Iteration 69Q: 3 clusters Score -1650704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1650704.875000 Penalty: 4831.169922
	Iteration 70Q: 3 clusters Score -1650705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1650703.750000 Penalty: 4831.169922
	Iteration 71Q: 3 clusters Score -1650704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1650702.875000 Penalty: 4831.169922
	Iteration 72Q: 3 clusters Score -1650703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1650702.875000 Penalty: 4831.169922
	Iteration 73F: 3 clusters Score -1650703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Entering Unmasked Estep 
Score: -4091452.000000 Penalty: 2636.706543
	Iteration 0F: 2 clusters Score -4091452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -4063478.250000 Penalty: 5273.413086
	Iteration 0F: 3 clusters Score -4063478 nChanged 18826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -4073955.500000 Penalty: 5273.413086
	Iteration 1F: 3 clusters Score -4073956 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4074688.250000 Penalty: 5273.413086
	Iteration 2Q: 3 clusters Score -4074688 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -4075629.000000 Penalty: 5273.413086
	Iteration 3Q: 3 clusters Score -4075629 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -4076960.250000 Penalty: 5273.413086
	Iteration 4F: 3 clusters Score -4076960 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -4078619.000000 Penalty: 5273.413086
	Iteration 5F: 3 clusters Score -4078619 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4080379.250000 Penalty: 5273.413086
	Iteration 6F: 3 clusters Score -4080379 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4081984.000000 Penalty: 5273.413086
	Iteration 7F: 3 clusters Score -4081984 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -4083216.000000 Penalty: 5273.413086
	Iteration 8F: 3 clusters Score -4083216 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -4084046.250000 Penalty: 5273.413086
	Iteration 9Q: 3 clusters Score -4084046 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -4084622.500000 Penalty: 5273.413086
	Iteration 10Q: 3 clusters Score -4084622 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -4085007.000000 Penalty: 5273.413086
	Iteration 11Q: 3 clusters Score -4085007 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -4085288.000000 Penalty: 5273.413086
	Iteration 12Q: 3 clusters Score -4085288 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -4085461.250000 Penalty: 5273.413086
	Iteration 13Q: 3 clusters Score -4085461 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -4085589.500000 Penalty: 5273.413086
	Iteration 14Q: 3 clusters Score -4085590 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -4085683.500000 Penalty: 5273.413086
	Iteration 15Q: 3 clusters Score -4085684 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -4085794.500000 Penalty: 5273.413086
	Iteration 16Q: 3 clusters Score -4085794 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -4085865.500000 Penalty: 5273.413086
	Iteration 17Q: 3 clusters Score -4085866 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -4085967.250000 Penalty: 5273.413086
	Iteration 18Q: 3 clusters Score -4085967 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -4086074.250000 Penalty: 5273.413086
	Iteration 19Q: 3 clusters Score -4086074 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -4086205.750000 Penalty: 5273.413086
	Iteration 20F: 3 clusters Score -4086206 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -4086323.000000 Penalty: 5273.413086
	Iteration 21Q: 3 clusters Score -4086323 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -4086485.750000 Penalty: 5273.413086
	Iteration 22Q: 3 clusters Score -4086486 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -4086628.500000 Penalty: 5273.413086
	Iteration 23Q: 3 clusters Score -4086628 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -4086760.250000 Penalty: 5273.413086
	Iteration 24Q: 3 clusters Score -4086760 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -4086900.750000 Penalty: 5273.413086
	Iteration 25Q: 3 clusters Score -4086901 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -4087038.750000 Penalty: 5273.413086
	Iteration 26Q: 3 clusters Score -4087039 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -4087166.000000 Penalty: 5273.413086
	Iteration 27Q: 3 clusters Score -4087166 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -4087325.250000 Penalty: 5273.413086
	Iteration 28Q: 3 clusters Score -4087325 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -4087451.250000 Penalty: 5273.413086
	Iteration 29Q: 3 clusters Score -4087451 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -4087560.500000 Penalty: 5273.413086
	Iteration 30Q: 3 clusters Score -4087560 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -4087685.250000 Penalty: 5273.413086
	Iteration 31Q: 3 clusters Score -4087685 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -4087799.000000 Penalty: 5273.413086
	Iteration 32Q: 3 clusters Score -4087799 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -4087896.000000 Penalty: 5273.413086
	Iteration 33Q: 3 clusters Score -4087896 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -4087984.250000 Penalty: 5273.413086
	Iteration 34Q: 3 clusters Score -4087984 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -4088055.250000 Penalty: 5273.413086
	Iteration 35Q: 3 clusters Score -4088055 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -4088129.250000 Penalty: 5273.413086
	Iteration 36Q: 3 clusters Score -4088129 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -4088192.500000 Penalty: 5273.413086
	Iteration 37Q: 3 clusters Score -4088192 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -4088264.250000 Penalty: 5273.413086
	Iteration 38Q: 3 clusters Score -4088264 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -4088312.750000 Penalty: 5273.413086
	Iteration 39Q: 3 clusters Score -4088313 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -4088363.500000 Penalty: 5273.413086
	Iteration 40F: 3 clusters Score -4088364 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -4088410.750000 Penalty: 5273.413086
	Iteration 41Q: 3 clusters Score -4088411 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4088472.500000 Penalty: 5273.413086
	Iteration 42Q: 3 clusters Score -4088472 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -4088531.750000 Penalty: 5273.413086
	Iteration 43Q: 3 clusters Score -4088532 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -4088598.750000 Penalty: 5273.413086
	Iteration 44Q: 3 clusters Score -4088599 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -4088637.250000 Penalty: 5273.413086
	Iteration 45Q: 3 clusters Score -4088637 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -4088702.250000 Penalty: 5273.413086
	Iteration 46Q: 3 clusters Score -4088702 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -4088759.750000 Penalty: 5273.413086
	Iteration 47Q: 3 clusters Score -4088760 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -4088808.000000 Penalty: 5273.413086
	Iteration 48Q: 3 clusters Score -4088808 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4088864.000000 Penalty: 5273.413086
	Iteration 49Q: 3 clusters Score -4088864 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -4088920.000000 Penalty: 5273.413086
	Iteration 50Q: 3 clusters Score -4088920 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -4088969.500000 Penalty: 5273.413086
	Iteration 51Q: 3 clusters Score -4088970 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -4089036.750000 Penalty: 5273.413086
	Iteration 52Q: 3 clusters Score -4089037 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -4089109.250000 Penalty: 5273.413086
	Iteration 53Q: 3 clusters Score -4089109 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -4089177.750000 Penalty: 5273.413086
	Iteration 54Q: 3 clusters Score -4089178 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -4089262.000000 Penalty: 5273.413086
	Iteration 55Q: 3 clusters Score -4089262 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -4089342.250000 Penalty: 5273.413086
	Iteration 56Q: 3 clusters Score -4089342 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -4089383.250000 Penalty: 5273.413086
	Iteration 57Q: 3 clusters Score -4089383 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -4089449.750000 Penalty: 5273.413086
	Iteration 58Q: 3 clusters Score -4089450 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -4089488.750000 Penalty: 5273.413086
	Iteration 59Q: 3 clusters Score -4089489 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -4089556.250000 Penalty: 5273.413086
	Iteration 60F: 3 clusters Score -4089556 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -4089584.000000 Penalty: 5273.413086
	Iteration 61Q: 3 clusters Score -4089584 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -4089651.250000 Penalty: 5273.413086
	Iteration 62Q: 3 clusters Score -4089651 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -4089683.000000 Penalty: 5273.413086
	Iteration 63Q: 3 clusters Score -4089683 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -4089727.250000 Penalty: 5273.413086
	Iteration 64Q: 3 clusters Score -4089727 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -4089767.250000 Penalty: 5273.413086
	Iteration 65Q: 3 clusters Score -4089767 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -4089788.000000 Penalty: 5273.413086
	Iteration 66Q: 3 clusters Score -4089788 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4089799.250000 Penalty: 5273.413086
	Iteration 67Q: 3 clusters Score -4089799 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -4089832.500000 Penalty: 5273.413086
	Iteration 68Q: 3 clusters Score -4089832 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -4089838.250000 Penalty: 5273.413086
	Iteration 69Q: 3 clusters Score -4089838 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -4089864.750000 Penalty: 5273.413086
	Iteration 70Q: 3 clusters Score -4089865 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -4089895.000000 Penalty: 5273.413086
	Iteration 71Q: 3 clusters Score -4089895 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -4089919.500000 Penalty: 5273.413086
	Iteration 72Q: 3 clusters Score -4089920 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -4089948.500000 Penalty: 5273.413086
	Iteration 73Q: 3 clusters Score -4089948 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -4089977.750000 Penalty: 5273.413086
	Iteration 74Q: 3 clusters Score -4089978 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -4089991.500000 Penalty: 5273.413086
	Iteration 75Q: 3 clusters Score -4089992 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -4089999.500000 Penalty: 5273.413086
	Iteration 76Q: 3 clusters Score -4090000 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -4090007.250000 Penalty: 5273.413086
	Iteration 77Q: 3 clusters Score -4090007 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -4090018.250000 Penalty: 5273.413086
	Iteration 78Q: 3 clusters Score -4090018 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -4090053.000000 Penalty: 5273.413086
	Iteration 79Q: 3 clusters Score -4090053 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -4090062.000000 Penalty: 5273.413086
	Iteration 80F: 3 clusters Score -4090062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -4090078.750000 Penalty: 5273.413086
	Iteration 81Q: 3 clusters Score -4090079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -4090084.500000 Penalty: 5273.413086
	Iteration 82Q: 3 clusters Score -4090084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -4090099.750000 Penalty: 5273.413086
	Iteration 83Q: 3 clusters Score -4090100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -4090109.250000 Penalty: 5273.413086
	Iteration 84Q: 3 clusters Score -4090109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -4090122.750000 Penalty: 5273.413086
	Iteration 85Q: 3 clusters Score -4090123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -4090134.250000 Penalty: 5273.413086
	Iteration 86Q: 3 clusters Score -4090134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -4090139.500000 Penalty: 5273.413086
	Iteration 87Q: 3 clusters Score -4090140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -4090154.000000 Penalty: 5273.413086
	Iteration 88Q: 3 clusters Score -4090154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -4090164.250000 Penalty: 5273.413086
	Iteration 89Q: 3 clusters Score -4090164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -4090183.250000 Penalty: 5273.413086
	Iteration 90Q: 3 clusters Score -4090183 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -4090187.250000 Penalty: 5273.413086
	Iteration 91Q: 3 clusters Score -4090187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -4090205.000000 Penalty: 5273.413086
	Iteration 92Q: 3 clusters Score -4090205 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -4090224.750000 Penalty: 5273.413086
	Iteration 93Q: 3 clusters Score -4090225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -4090250.000000 Penalty: 5273.413086
	Iteration 94Q: 3 clusters Score -4090250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -4090261.500000 Penalty: 5273.413086
	Iteration 95Q: 3 clusters Score -4090262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -4090296.000000 Penalty: 5273.413086
	Iteration 96Q: 3 clusters Score -4090296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -4090317.000000 Penalty: 5273.413086
	Iteration 97Q: 3 clusters Score -4090317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -4090339.750000 Penalty: 5273.413086
	Iteration 98Q: 3 clusters Score -4090340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -4090366.000000 Penalty: 5273.413086
	Iteration 99Q: 3 clusters Score -4090366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -4090400.750000 Penalty: 5273.413086
	Iteration 100F: 3 clusters Score -4090401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -4090424.750000 Penalty: 5273.413086
	Iteration 101Q: 3 clusters Score -4090425 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -4090457.250000 Penalty: 5273.413086
	Iteration 102Q: 3 clusters Score -4090457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -4090480.750000 Penalty: 5273.413086
	Iteration 103Q: 3 clusters Score -4090481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -4090490.750000 Penalty: 5273.413086
	Iteration 104Q: 3 clusters Score -4090491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -4090499.750000 Penalty: 5273.413086
	Iteration 105Q: 3 clusters Score -4090500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -4090499.250000 Penalty: 5273.413086
	Iteration 106Q: 3 clusters Score -4090499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -4090518.250000 Penalty: 5273.413086
	Iteration 107Q: 3 clusters Score -4090518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -4090516.000000 Penalty: 5273.413086
	Iteration 108Q: 3 clusters Score -4090516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -4090519.250000 Penalty: 5273.413086
	Iteration 109Q: 3 clusters Score -4090519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -4090517.500000 Penalty: 5273.413086
	Iteration 110Q: 3 clusters Score -4090518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -4090519.250000 Penalty: 5273.413086
	Iteration 111Q: 3 clusters Score -4090519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -4090523.500000 Penalty: 5273.413086
	Iteration 112Q: 3 clusters Score -4090524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -4090526.750000 Penalty: 5273.413086
	Iteration 113Q: 3 clusters Score -4090527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -4090526.750000 Penalty: 5273.413086
	Iteration 114F: 3 clusters Score -4090527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Entering Unmasked Estep 
Score: -1973854.625000 Penalty: 2457.585449
	Iteration 0F: 2 clusters Score -1973855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1959717.625000 Penalty: 4915.170898
	Iteration 0F: 3 clusters Score -1959718 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1964535.125000 Penalty: 4915.170898
	Iteration 1F: 3 clusters Score -1964535 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1964871.250000 Penalty: 4915.170898
	Iteration 2Q: 3 clusters Score -1964871 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1965170.875000 Penalty: 4915.170898
	Iteration 3Q: 3 clusters Score -1965171 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1965453.750000 Penalty: 4915.170898
	Iteration 4Q: 3 clusters Score -1965454 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1965774.625000 Penalty: 4915.170898
	Iteration 5Q: 3 clusters Score -1965775 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1966080.125000 Penalty: 4915.170898
	Iteration 6Q: 3 clusters Score -1966080 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1966416.000000 Penalty: 4915.170898
	Iteration 7Q: 3 clusters Score -1966416 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1966797.750000 Penalty: 4915.170898
	Iteration 8Q: 3 clusters Score -1966798 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1967234.000000 Penalty: 4915.170898
	Iteration 9Q: 3 clusters Score -1967234 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1967738.875000 Penalty: 4915.170898
	Iteration 10Q: 3 clusters Score -1967739 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1968187.125000 Penalty: 4915.170898
	Iteration 11Q: 3 clusters Score -1968187 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1968626.500000 Penalty: 4915.170898
	Iteration 12Q: 3 clusters Score -1968626 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1969063.000000 Penalty: 4915.170898
	Iteration 13Q: 3 clusters Score -1969063 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1969463.750000 Penalty: 4915.170898
	Iteration 14Q: 3 clusters Score -1969464 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1969844.875000 Penalty: 4915.170898
	Iteration 15Q: 3 clusters Score -1969845 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1970181.000000 Penalty: 4915.170898
	Iteration 16Q: 3 clusters Score -1970181 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1970462.250000 Penalty: 4915.170898
	Iteration 17Q: 3 clusters Score -1970462 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1970684.750000 Penalty: 4915.170898
	Iteration 18Q: 3 clusters Score -1970685 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1970873.500000 Penalty: 4915.170898
	Iteration 19Q: 3 clusters Score -1970874 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -1971008.250000 Penalty: 4915.170898
	Iteration 20F: 3 clusters Score -1971008 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1971110.500000 Penalty: 4915.170898
	Iteration 21Q: 3 clusters Score -1971110 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1971203.000000 Penalty: 4915.170898
	Iteration 22Q: 3 clusters Score -1971203 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1971260.125000 Penalty: 4915.170898
	Iteration 23Q: 3 clusters Score -1971260 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1971312.875000 Penalty: 4915.170898
	Iteration 24Q: 3 clusters Score -1971313 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1971366.375000 Penalty: 4915.170898
	Iteration 25Q: 3 clusters Score -1971366 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1971415.250000 Penalty: 4915.170898
	Iteration 26Q: 3 clusters Score -1971415 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1971443.500000 Penalty: 4915.170898
	Iteration 27Q: 3 clusters Score -1971444 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -1971476.875000 Penalty: 4915.170898
	Iteration 28Q: 3 clusters Score -1971477 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -1971504.750000 Penalty: 4915.170898
	Iteration 29Q: 3 clusters Score -1971505 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1971523.125000 Penalty: 4915.170898
	Iteration 30Q: 3 clusters Score -1971523 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1971545.500000 Penalty: 4915.170898
	Iteration 31Q: 3 clusters Score -1971546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1971569.875000 Penalty: 4915.170898
	Iteration 32Q: 3 clusters Score -1971570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -1971586.375000 Penalty: 4915.170898
	Iteration 33Q: 3 clusters Score -1971586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -1971601.500000 Penalty: 4915.170898
	Iteration 34Q: 3 clusters Score -1971602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1971617.125000 Penalty: 4915.170898
	Iteration 35Q: 3 clusters Score -1971617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -1971630.875000 Penalty: 4915.170898
	Iteration 36Q: 3 clusters Score -1971631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -1971641.625000 Penalty: 4915.170898
	Iteration 37Q: 3 clusters Score -1971642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -1971656.750000 Penalty: 4915.170898
	Iteration 38Q: 3 clusters Score -1971657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -1971666.625000 Penalty: 4915.170898
	Iteration 39Q: 3 clusters Score -1971667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -1971679.375000 Penalty: 4915.170898
	Iteration 40F: 3 clusters Score -1971679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1971686.375000 Penalty: 4915.170898
	Iteration 41Q: 3 clusters Score -1971686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -1971691.500000 Penalty: 4915.170898
	Iteration 42Q: 3 clusters Score -1971692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -1971690.875000 Penalty: 4915.170898
	Iteration 43Q: 3 clusters Score -1971691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -1971698.875000 Penalty: 4915.170898
	Iteration 44Q: 3 clusters Score -1971699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -1971700.750000 Penalty: 4915.170898
	Iteration 45Q: 3 clusters Score -1971701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -1971703.250000 Penalty: 4915.170898
	Iteration 46Q: 3 clusters Score -1971703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1971705.375000 Penalty: 4915.170898
	Iteration 47Q: 3 clusters Score -1971705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -1971710.750000 Penalty: 4915.170898
	Iteration 48Q: 3 clusters Score -1971711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1971710.250000 Penalty: 4915.170898
	Iteration 49Q: 3 clusters Score -1971710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1971708.875000 Penalty: 4915.170898
	Iteration 50Q: 3 clusters Score -1971709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -1971712.000000 Penalty: 4915.170898
	Iteration 51Q: 3 clusters Score -1971712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1971711.750000 Penalty: 4915.170898
	Iteration 52Q: 3 clusters Score -1971712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -1971710.625000 Penalty: 4915.170898
	Iteration 53Q: 3 clusters Score -1971711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -1971710.625000 Penalty: 4915.170898
	Iteration 54F: 3 clusters Score -1971711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Entering Unmasked Estep 
Score: -2196392.250000 Penalty: 2503.236328
	Iteration 0F: 2 clusters Score -2196392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2179591.000000 Penalty: 5006.472656
	Iteration 0F: 3 clusters Score -2179591 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2185556.250000 Penalty: 5006.472656
	Iteration 1F: 3 clusters Score -2185556 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2186066.000000 Penalty: 5006.472656
	Iteration 2F: 3 clusters Score -2186066 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2186494.500000 Penalty: 5006.472656
	Iteration 3Q: 3 clusters Score -2186494 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2186843.000000 Penalty: 5006.472656
	Iteration 4Q: 3 clusters Score -2186843 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2187167.750000 Penalty: 5006.472656
	Iteration 5Q: 3 clusters Score -2187168 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2187472.500000 Penalty: 5006.472656
	Iteration 6Q: 3 clusters Score -2187472 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2187748.500000 Penalty: 5006.472656
	Iteration 7Q: 3 clusters Score -2187748 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2188032.500000 Penalty: 5006.472656
	Iteration 8Q: 3 clusters Score -2188032 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2188339.250000 Penalty: 5006.472656
	Iteration 9Q: 3 clusters Score -2188339 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2188727.750000 Penalty: 5006.472656
	Iteration 10Q: 3 clusters Score -2188728 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2189128.750000 Penalty: 5006.472656
	Iteration 11Q: 3 clusters Score -2189129 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2189520.750000 Penalty: 5006.472656
	Iteration 12Q: 3 clusters Score -2189521 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2189904.250000 Penalty: 5006.472656
	Iteration 13Q: 3 clusters Score -2189904 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2190292.000000 Penalty: 5006.472656
	Iteration 14Q: 3 clusters Score -2190292 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2190674.500000 Penalty: 5006.472656
	Iteration 15Q: 3 clusters Score -2190674 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2191053.250000 Penalty: 5006.472656
	Iteration 16Q: 3 clusters Score -2191053 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2191376.500000 Penalty: 5006.472656
	Iteration 17Q: 3 clusters Score -2191376 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2191635.500000 Penalty: 5006.472656
	Iteration 18Q: 3 clusters Score -2191636 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2191828.250000 Penalty: 5006.472656
	Iteration 19Q: 3 clusters Score -2191828 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2192003.250000 Penalty: 5006.472656
	Iteration 20F: 3 clusters Score -2192003 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2192158.750000 Penalty: 5006.472656
	Iteration 21Q: 3 clusters Score -2192159 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2192296.750000 Penalty: 5006.472656
	Iteration 22Q: 3 clusters Score -2192297 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2192444.750000 Penalty: 5006.472656
	Iteration 23Q: 3 clusters Score -2192445 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2192567.500000 Penalty: 5006.472656
	Iteration 24Q: 3 clusters Score -2192568 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2192691.000000 Penalty: 5006.472656
	Iteration 25Q: 3 clusters Score -2192691 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2192823.500000 Penalty: 5006.472656
	Iteration 26Q: 3 clusters Score -2192824 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2192955.000000 Penalty: 5006.472656
	Iteration 27Q: 3 clusters Score -2192955 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2193054.250000 Penalty: 5006.472656
	Iteration 28Q: 3 clusters Score -2193054 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2193153.500000 Penalty: 5006.472656
	Iteration 29Q: 3 clusters Score -2193154 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2193255.250000 Penalty: 5006.472656
	Iteration 30Q: 3 clusters Score -2193255 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2193339.750000 Penalty: 5006.472656
	Iteration 31Q: 3 clusters Score -2193340 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2193421.500000 Penalty: 5006.472656
	Iteration 32Q: 3 clusters Score -2193422 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2193514.750000 Penalty: 5006.472656
	Iteration 33Q: 3 clusters Score -2193515 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2193623.750000 Penalty: 5006.472656
	Iteration 34Q: 3 clusters Score -2193624 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2193752.750000 Penalty: 5006.472656
	Iteration 35Q: 3 clusters Score -2193753 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2193898.250000 Penalty: 5006.472656
	Iteration 36Q: 3 clusters Score -2193898 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2194100.000000 Penalty: 5006.472656
	Iteration 37Q: 3 clusters Score -2194100 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2194337.500000 Penalty: 5006.472656
	Iteration 38Q: 3 clusters Score -2194338 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2194590.250000 Penalty: 5006.472656
	Iteration 39Q: 3 clusters Score -2194590 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2194890.750000 Penalty: 5006.472656
	Iteration 40F: 3 clusters Score -2194891 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2195178.250000 Penalty: 5006.472656
	Iteration 41Q: 3 clusters Score -2195178 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2195407.000000 Penalty: 5006.472656
	Iteration 42Q: 3 clusters Score -2195407 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2195590.250000 Penalty: 5006.472656
	Iteration 43Q: 3 clusters Score -2195590 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -2195689.250000 Penalty: 5006.472656
	Iteration 44Q: 3 clusters Score -2195689 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -2195753.750000 Penalty: 5006.472656
	Iteration 45Q: 3 clusters Score -2195754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -2195786.250000 Penalty: 5006.472656
	Iteration 46Q: 3 clusters Score -2195786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -2195803.250000 Penalty: 5006.472656
	Iteration 47Q: 3 clusters Score -2195803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2195809.750000 Penalty: 5006.472656
	Iteration 48Q: 3 clusters Score -2195810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2195811.250000 Penalty: 5006.472656
	Iteration 49Q: 3 clusters Score -2195811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -2195817.250000 Penalty: 5006.472656
	Iteration 50Q: 3 clusters Score -2195817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2195816.250000 Penalty: 5006.472656
	Iteration 51Q: 3 clusters Score -2195816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2195819.000000 Penalty: 5006.472656
	Iteration 52F: 3 clusters Score -2195819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -2195819.500000 Penalty: 5006.472656
	Iteration 53Q: 3 clusters Score -2195820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -2195819.250000 Penalty: 5006.472656
	Iteration 54Q: 3 clusters Score -2195819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2195820.250000 Penalty: 5006.472656
	Iteration 55Q: 3 clusters Score -2195820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -2195823.500000 Penalty: 5006.472656
	Iteration 56Q: 3 clusters Score -2195824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2195826.750000 Penalty: 5006.472656
	Iteration 57Q: 3 clusters Score -2195827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -2195828.250000 Penalty: 5006.472656
	Iteration 58Q: 3 clusters Score -2195828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -2195829.750000 Penalty: 5006.472656
	Iteration 59Q: 3 clusters Score -2195830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -2195826.000000 Penalty: 5006.472656
	Iteration 60F: 3 clusters Score -2195826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2195828.500000 Penalty: 5006.472656
	Iteration 61Q: 3 clusters Score -2195828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -2195831.750000 Penalty: 5006.472656
	Iteration 62Q: 3 clusters Score -2195832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2195834.500000 Penalty: 5006.472656
	Iteration 63Q: 3 clusters Score -2195834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -2195834.000000 Penalty: 5006.472656
	Iteration 64Q: 3 clusters Score -2195834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -2195831.500000 Penalty: 5006.472656
	Iteration 65Q: 3 clusters Score -2195832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2195835.750000 Penalty: 5006.472656
	Iteration 66Q: 3 clusters Score -2195836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2195838.750000 Penalty: 5006.472656
	Iteration 67Q: 3 clusters Score -2195839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -2195840.250000 Penalty: 5006.472656
	Iteration 68Q: 3 clusters Score -2195840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -2195840.250000 Penalty: 5006.472656
	Iteration 69F: 3 clusters Score -2195840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Entering Unmasked Estep 
Score: -2468335.750000 Penalty: 2501.590332
	Iteration 0F: 2 clusters Score -2468336 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 11979 members 
Entering Unmasked Estep 
Score: -2451668.500000 Penalty: 5003.180664
	Iteration 0F: 3 clusters Score -2451668 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2457369.000000 Penalty: 5003.180664
	Iteration 1F: 3 clusters Score -2457369 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2457780.000000 Penalty: 5003.180664
	Iteration 2F: 3 clusters Score -2457780 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2458151.000000 Penalty: 5003.180664
	Iteration 3Q: 3 clusters Score -2458151 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2458476.500000 Penalty: 5003.180664
	Iteration 4Q: 3 clusters Score -2458476 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2458821.000000 Penalty: 5003.180664
	Iteration 5Q: 3 clusters Score -2458821 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2459132.250000 Penalty: 5003.180664
	Iteration 6Q: 3 clusters Score -2459132 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2459528.000000 Penalty: 5003.180664
	Iteration 7Q: 3 clusters Score -2459528 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2460034.750000 Penalty: 5003.180664
	Iteration 8Q: 3 clusters Score -2460035 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2460661.750000 Penalty: 5003.180664
	Iteration 9Q: 3 clusters Score -2460662 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2461407.500000 Penalty: 5003.180664
	Iteration 10Q: 3 clusters Score -2461408 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2462319.500000 Penalty: 5003.180664
	Iteration 11F: 3 clusters Score -2462320 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2463282.500000 Penalty: 5003.180664
	Iteration 12F: 3 clusters Score -2463282 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2464123.250000 Penalty: 5003.180664
	Iteration 13Q: 3 clusters Score -2464123 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2464832.250000 Penalty: 5003.180664
	Iteration 14Q: 3 clusters Score -2464832 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2465304.500000 Penalty: 5003.180664
	Iteration 15Q: 3 clusters Score -2465304 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2465624.500000 Penalty: 5003.180664
	Iteration 16Q: 3 clusters Score -2465624 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2465798.250000 Penalty: 5003.180664
	Iteration 17Q: 3 clusters Score -2465798 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2465899.500000 Penalty: 5003.180664
	Iteration 18Q: 3 clusters Score -2465900 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2465961.250000 Penalty: 5003.180664
	Iteration 19Q: 3 clusters Score -2465961 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2466000.000000 Penalty: 5003.180664
	Iteration 20F: 3 clusters Score -2466000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2466026.000000 Penalty: 5003.180664
	Iteration 21Q: 3 clusters Score -2466026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2466054.500000 Penalty: 5003.180664
	Iteration 22Q: 3 clusters Score -2466054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2466074.250000 Penalty: 5003.180664
	Iteration 23Q: 3 clusters Score -2466074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2466093.500000 Penalty: 5003.180664
	Iteration 24Q: 3 clusters Score -2466094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2466117.500000 Penalty: 5003.180664
	Iteration 25Q: 3 clusters Score -2466118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2466127.250000 Penalty: 5003.180664
	Iteration 26Q: 3 clusters Score -2466127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2466136.000000 Penalty: 5003.180664
	Iteration 27Q: 3 clusters Score -2466136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2466147.500000 Penalty: 5003.180664
	Iteration 28Q: 3 clusters Score -2466148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2466153.000000 Penalty: 5003.180664
	Iteration 29Q: 3 clusters Score -2466153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2466155.750000 Penalty: 5003.180664
	Iteration 30Q: 3 clusters Score -2466156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2466159.750000 Penalty: 5003.180664
	Iteration 31Q: 3 clusters Score -2466160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2466161.000000 Penalty: 5003.180664
	Iteration 32Q: 3 clusters Score -2466161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2466161.750000 Penalty: 5003.180664
	Iteration 33Q: 3 clusters Score -2466162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2466162.000000 Penalty: 5003.180664
	Iteration 34Q: 3 clusters Score -2466162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2466165.250000 Penalty: 5003.180664
	Iteration 35Q: 3 clusters Score -2466165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2466168.500000 Penalty: 5003.180664
	Iteration 36Q: 3 clusters Score -2466168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2466168.500000 Penalty: 5003.180664
	Iteration 37Q: 3 clusters Score -2466168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2466168.500000 Penalty: 5003.180664
	Iteration 38Q: 3 clusters Score -2466168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2466169.500000 Penalty: 5003.180664
	Iteration 39Q: 3 clusters Score -2466170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2466171.500000 Penalty: 5003.180664
	Iteration 40F: 3 clusters Score -2466172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2466173.750000 Penalty: 5003.180664
	Iteration 41Q: 3 clusters Score -2466174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2466173.750000 Penalty: 5003.180664
	Iteration 42F: 3 clusters Score -2466174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Entering Unmasked Estep 
Score: -967933.625000 Penalty: 2282.222412
	Iteration 0F: 2 clusters Score -967933.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -960356.187500 Penalty: 4564.444824
	Iteration 0F: 3 clusters Score -960356.2 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -962849.312500 Penalty: 4564.444824
	Iteration 1F: 3 clusters Score -962849.3 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -963409.750000 Penalty: 4564.444824
	Iteration 2F: 3 clusters Score -963409.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -963916.000000 Penalty: 4564.444824
	Iteration 3F: 3 clusters Score -963916 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -964451.125000 Penalty: 4564.444824
	Iteration 4F: 3 clusters Score -964451.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -964931.437500 Penalty: 4564.444824
	Iteration 5F: 3 clusters Score -964931.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -965231.437500 Penalty: 4564.444824
	Iteration 6F: 3 clusters Score -965231.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -965411.437500 Penalty: 4564.444824
	Iteration 7Q: 3 clusters Score -965411.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -965531.312500 Penalty: 4564.444824
	Iteration 8Q: 3 clusters Score -965531.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -965623.625000 Penalty: 4564.444824
	Iteration 9Q: 3 clusters Score -965623.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -965690.750000 Penalty: 4564.444824
	Iteration 10Q: 3 clusters Score -965690.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -965725.500000 Penalty: 4564.444824
	Iteration 11Q: 3 clusters Score -965725.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -965746.750000 Penalty: 4564.444824
	Iteration 12Q: 3 clusters Score -965746.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -965757.312500 Penalty: 4564.444824
	Iteration 13Q: 3 clusters Score -965757.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -965771.000000 Penalty: 4564.444824
	Iteration 14Q: 3 clusters Score -965771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -965782.125000 Penalty: 4564.444824
	Iteration 15Q: 3 clusters Score -965782.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -965797.437500 Penalty: 4564.444824
	Iteration 16Q: 3 clusters Score -965797.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -965801.187500 Penalty: 4564.444824
	Iteration 17Q: 3 clusters Score -965801.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -965810.500000 Penalty: 4564.444824
	Iteration 18Q: 3 clusters Score -965810.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -965815.625000 Penalty: 4564.444824
	Iteration 19Q: 3 clusters Score -965815.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -965822.312500 Penalty: 4564.444824
	Iteration 20F: 3 clusters Score -965822.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -965829.812500 Penalty: 4564.444824
	Iteration 21Q: 3 clusters Score -965829.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -965839.000000 Penalty: 4564.444824
	Iteration 22Q: 3 clusters Score -965839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -965841.312500 Penalty: 4564.444824
	Iteration 23Q: 3 clusters Score -965841.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -965850.125000 Penalty: 4564.444824
	Iteration 24Q: 3 clusters Score -965850.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -965856.437500 Penalty: 4564.444824
	Iteration 25Q: 3 clusters Score -965856.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -965860.875000 Penalty: 4564.444824
	Iteration 26Q: 3 clusters Score -965860.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -965866.750000 Penalty: 4564.444824
	Iteration 27Q: 3 clusters Score -965866.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -965872.562500 Penalty: 4564.444824
	Iteration 28Q: 3 clusters Score -965872.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -965878.812500 Penalty: 4564.444824
	Iteration 29Q: 3 clusters Score -965878.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -965886.625000 Penalty: 4564.444824
	Iteration 30Q: 3 clusters Score -965886.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -965892.625000 Penalty: 4564.444824
	Iteration 31Q: 3 clusters Score -965892.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -965899.562500 Penalty: 4564.444824
	Iteration 32Q: 3 clusters Score -965899.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -965907.000000 Penalty: 4564.444824
	Iteration 33Q: 3 clusters Score -965907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -965910.687500 Penalty: 4564.444824
	Iteration 34Q: 3 clusters Score -965910.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -965914.187500 Penalty: 4564.444824
	Iteration 35Q: 3 clusters Score -965914.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -965916.312500 Penalty: 4564.444824
	Iteration 36Q: 3 clusters Score -965916.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -965918.250000 Penalty: 4564.444824
	Iteration 37Q: 3 clusters Score -965918.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -965920.437500 Penalty: 4564.444824
	Iteration 38Q: 3 clusters Score -965920.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -965922.187500 Penalty: 4564.444824
	Iteration 39Q: 3 clusters Score -965922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -965922.750000 Penalty: 4564.444824
	Iteration 40F: 3 clusters Score -965922.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -965922.250000 Penalty: 4564.444824
	Iteration 41Q: 3 clusters Score -965922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -965925.125000 Penalty: 4564.444824
	Iteration 42Q: 3 clusters Score -965925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -965925.687500 Penalty: 4564.444824
	Iteration 43Q: 3 clusters Score -965925.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -965926.687500 Penalty: 4564.444824
	Iteration 44Q: 3 clusters Score -965926.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -965925.562500 Penalty: 4564.444824
	Iteration 45Q: 3 clusters Score -965925.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -965926.562500 Penalty: 4564.444824
	Iteration 46Q: 3 clusters Score -965926.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -965929.750000 Penalty: 4564.444824
	Iteration 47Q: 3 clusters Score -965929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -965930.125000 Penalty: 4564.444824
	Iteration 48Q: 3 clusters Score -965930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -965930.500000 Penalty: 4564.444824
	Iteration 49Q: 3 clusters Score -965930.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -965930.562500 Penalty: 4564.444824
	Iteration 50Q: 3 clusters Score -965930.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -965932.250000 Penalty: 4564.444824
	Iteration 51Q: 3 clusters Score -965932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -965931.250000 Penalty: 4564.444824
	Iteration 52Q: 3 clusters Score -965931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -965933.750000 Penalty: 4564.444824
	Iteration 53Q: 3 clusters Score -965933.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -965934.187500 Penalty: 4564.444824
	Iteration 54Q: 3 clusters Score -965934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -965933.875000 Penalty: 4564.444824
	Iteration 55Q: 3 clusters Score -965933.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -965935.750000 Penalty: 4564.444824
	Iteration 56Q: 3 clusters Score -965935.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -965942.000000 Penalty: 4564.444824
	Iteration 57Q: 3 clusters Score -965942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -965947.125000 Penalty: 4564.444824
	Iteration 58Q: 3 clusters Score -965947.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -965950.187500 Penalty: 4564.444824
	Iteration 59Q: 3 clusters Score -965950.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -965953.062500 Penalty: 4564.444824
	Iteration 60F: 3 clusters Score -965953.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -965956.375000 Penalty: 4564.444824
	Iteration 61Q: 3 clusters Score -965956.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -965964.062500 Penalty: 4564.444824
	Iteration 62Q: 3 clusters Score -965964.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -965965.312500 Penalty: 4564.444824
	Iteration 63Q: 3 clusters Score -965965.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -965965.937500 Penalty: 4564.444824
	Iteration 64Q: 3 clusters Score -965965.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -965970.625000 Penalty: 4564.444824
	Iteration 65Q: 3 clusters Score -965970.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -965976.812500 Penalty: 4564.444824
	Iteration 66Q: 3 clusters Score -965976.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -965981.625000 Penalty: 4564.444824
	Iteration 67Q: 3 clusters Score -965981.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -965983.937500 Penalty: 4564.444824
	Iteration 68Q: 3 clusters Score -965983.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -965985.187500 Penalty: 4564.444824
	Iteration 69Q: 3 clusters Score -965985.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -965985.687500 Penalty: 4564.444824
	Iteration 70Q: 3 clusters Score -965985.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -965991.750000 Penalty: 4564.444824
	Iteration 71Q: 3 clusters Score -965991.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -965996.875000 Penalty: 4564.444824
	Iteration 72Q: 3 clusters Score -965996.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -966001.500000 Penalty: 4564.444824
	Iteration 73Q: 3 clusters Score -966001.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -966005.000000 Penalty: 4564.444824
	Iteration 74Q: 3 clusters Score -966005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -966010.625000 Penalty: 4564.444824
	Iteration 75Q: 3 clusters Score -966010.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -966016.312500 Penalty: 4564.444824
	Iteration 76Q: 3 clusters Score -966016.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -966019.812500 Penalty: 4564.444824
	Iteration 77Q: 3 clusters Score -966019.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -966017.500000 Penalty: 4564.444824
	Iteration 78Q: 3 clusters Score -966017.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -966019.625000 Penalty: 4564.444824
	Iteration 79Q: 3 clusters Score -966019.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -966022.437500 Penalty: 4564.444824
	Iteration 80F: 3 clusters Score -966022.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -966025.500000 Penalty: 4564.444824
	Iteration 81Q: 3 clusters Score -966025.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -966030.375000 Penalty: 4564.444824
	Iteration 82Q: 3 clusters Score -966030.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -966033.437500 Penalty: 4564.444824
	Iteration 83Q: 3 clusters Score -966033.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -966035.625000 Penalty: 4564.444824
	Iteration 84Q: 3 clusters Score -966035.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -966040.250000 Penalty: 4564.444824
	Iteration 85Q: 3 clusters Score -966040.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -966045.812500 Penalty: 4564.444824
	Iteration 86Q: 3 clusters Score -966045.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -966054.562500 Penalty: 4564.444824
	Iteration 87Q: 3 clusters Score -966054.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -966058.562500 Penalty: 4564.444824
	Iteration 88Q: 3 clusters Score -966058.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -966059.937500 Penalty: 4564.444824
	Iteration 89Q: 3 clusters Score -966059.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -966071.375000 Penalty: 4564.444824
	Iteration 90Q: 3 clusters Score -966071.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -966080.125000 Penalty: 4564.444824
	Iteration 91Q: 3 clusters Score -966080.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -966094.000000 Penalty: 4564.444824
	Iteration 92Q: 3 clusters Score -966094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -966103.375000 Penalty: 4564.444824
	Iteration 93Q: 3 clusters Score -966103.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -966107.500000 Penalty: 4564.444824
	Iteration 94Q: 3 clusters Score -966107.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -966113.187500 Penalty: 4564.444824
	Iteration 95Q: 3 clusters Score -966113.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -966118.812500 Penalty: 4564.444824
	Iteration 96Q: 3 clusters Score -966118.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -966122.187500 Penalty: 4564.444824
	Iteration 97Q: 3 clusters Score -966122.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -966133.875000 Penalty: 4564.444824
	Iteration 98Q: 3 clusters Score -966133.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -966147.687500 Penalty: 4564.444824
	Iteration 99Q: 3 clusters Score -966147.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -966163.812500 Penalty: 4564.444824
	Iteration 100F: 3 clusters Score -966163.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -966183.437500 Penalty: 4564.444824
	Iteration 101Q: 3 clusters Score -966183.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -966198.437500 Penalty: 4564.444824
	Iteration 102Q: 3 clusters Score -966198.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -966212.125000 Penalty: 4564.444824
	Iteration 103Q: 3 clusters Score -966212.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -966223.375000 Penalty: 4564.444824
	Iteration 104Q: 3 clusters Score -966223.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -966238.437500 Penalty: 4564.444824
	Iteration 105Q: 3 clusters Score -966238.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -966259.875000 Penalty: 4564.444824
	Iteration 106Q: 3 clusters Score -966259.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -966296.875000 Penalty: 4564.444824
	Iteration 107Q: 3 clusters Score -966296.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -966342.187500 Penalty: 4564.444824
	Iteration 108Q: 3 clusters Score -966342.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -966386.250000 Penalty: 4564.444824
	Iteration 109Q: 3 clusters Score -966386.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -966441.687500 Penalty: 4564.444824
	Iteration 110Q: 3 clusters Score -966441.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -966473.187500 Penalty: 4564.444824
	Iteration 111Q: 3 clusters Score -966473.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -966501.062500 Penalty: 4564.444824
	Iteration 112Q: 3 clusters Score -966501.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -966518.062500 Penalty: 4564.444824
	Iteration 113Q: 3 clusters Score -966518.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -966532.375000 Penalty: 4564.444824
	Iteration 114Q: 3 clusters Score -966532.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -966544.437500 Penalty: 4564.444824
	Iteration 115Q: 3 clusters Score -966544.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -966551.562500 Penalty: 4564.444824
	Iteration 116Q: 3 clusters Score -966551.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -966561.062500 Penalty: 4564.444824
	Iteration 117Q: 3 clusters Score -966561.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -966564.750000 Penalty: 4564.444824
	Iteration 118Q: 3 clusters Score -966564.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -966567.187500 Penalty: 4564.444824
	Iteration 119Q: 3 clusters Score -966567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -966571.562500 Penalty: 4564.444824
	Iteration 120F: 3 clusters Score -966571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -966571.125000 Penalty: 4564.444824
	Iteration 121Q: 3 clusters Score -966571.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -966569.812500 Penalty: 4564.444824
	Iteration 122Q: 3 clusters Score -966569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -966570.312500 Penalty: 4564.444824
	Iteration 123Q: 3 clusters Score -966570.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -966571.187500 Penalty: 4564.444824
	Iteration 124Q: 3 clusters Score -966571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -966570.937500 Penalty: 4564.444824
	Iteration 125Q: 3 clusters Score -966570.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -966571.812500 Penalty: 4564.444824
	Iteration 126Q: 3 clusters Score -966571.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -966570.500000 Penalty: 4564.444824
	Iteration 127Q: 3 clusters Score -966570.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -966570.500000 Penalty: 4564.444824
	Iteration 128F: 3 clusters Score -966570.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161733 members 
Entering Unmasked Estep 
Score: -16412152.000000 Penalty: 2974.437988
	Iteration 0F: 2 clusters Score -1.641215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
Score: -16304030.000000 Penalty: 5948.875977
	Iteration 0F: 3 clusters Score -1.630403e+07 nChanged 77369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78176 members 
Mstep: Class 2 contains 83557 members 
Entering Unmasked Estep 
Score: -16348832.000000 Penalty: 5948.875977
	Iteration 1F: 3 clusters Score -1.634883e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 85630 members 
Entering Unmasked Estep 
Score: -16350101.000000 Penalty: 5948.875977
	Iteration 2Q: 3 clusters Score -1.63501e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -16352050.000000 Penalty: 5948.875977
	Iteration 3Q: 3 clusters Score -1.635205e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 94051 members 
Entering Unmasked Estep 
Score: -16354984.000000 Penalty: 5948.875977
	Iteration 4Q: 3 clusters Score -1.635498e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 101355 members 
Entering Unmasked Estep 
Score: -16359881.000000 Penalty: 5948.875977
	Iteration 5F: 3 clusters Score -1.635988e+07 nChanged 11142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 110967 members 
Entering Unmasked Estep 
Score: -16367271.000000 Penalty: 5948.875977
	Iteration 6F: 3 clusters Score -1.636727e+07 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 122123 members 
Entering Unmasked Estep 
Score: -16376444.000000 Penalty: 5948.875977
	Iteration 7F: 3 clusters Score -1.637644e+07 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 133209 members 
Entering Unmasked Estep 
Score: -16385757.000000 Penalty: 5948.875977
	Iteration 8F: 3 clusters Score -1.638576e+07 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 142848 members 
Entering Unmasked Estep 
Score: -16394052.000000 Penalty: 5948.875977
	Iteration 9F: 3 clusters Score -1.639405e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 150204 members 
Entering Unmasked Estep 
Score: -16400452.000000 Penalty: 5948.875977
	Iteration 10Q: 3 clusters Score -1.640045e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -16404832.000000 Penalty: 5948.875977
	Iteration 11Q: 3 clusters Score -1.640483e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 158175 members 
Entering Unmasked Estep 
Score: -16407407.000000 Penalty: 5948.875977
	Iteration 12Q: 3 clusters Score -1.640741e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 159687 members 
Entering Unmasked Estep 
Score: -16408422.000000 Penalty: 5948.875977
	Iteration 13Q: 3 clusters Score -1.640842e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 160415 members 
Entering Unmasked Estep 
Score: -16408956.000000 Penalty: 5948.875977
	Iteration 14Q: 3 clusters Score -1.640896e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 160760 members 
Entering Unmasked Estep 
Score: -16409194.000000 Penalty: 5948.875977
	Iteration 15Q: 3 clusters Score -1.640919e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 160929 members 
Entering Unmasked Estep 
Score: -16409320.000000 Penalty: 5948.875977
	Iteration 16Q: 3 clusters Score -1.640932e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 161029 members 
Entering Unmasked Estep 
Score: -16409401.000000 Penalty: 5948.875977
	Iteration 17Q: 3 clusters Score -1.64094e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 161090 members 
Entering Unmasked Estep 
Score: -16409469.000000 Penalty: 5948.875977
	Iteration 18Q: 3 clusters Score -1.640947e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 161121 members 
Entering Unmasked Estep 
Score: -16409508.000000 Penalty: 5948.875977
	Iteration 19Q: 3 clusters Score -1.640951e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 161136 members 
Entering Unmasked Estep 
Score: -16409533.000000 Penalty: 5948.875977
	Iteration 20F: 3 clusters Score -1.640953e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 161157 members 
Entering Unmasked Estep 
Score: -16409565.000000 Penalty: 5948.875977
	Iteration 21Q: 3 clusters Score -1.640956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 161169 members 
Entering Unmasked Estep 
Score: -16409578.000000 Penalty: 5948.875977
	Iteration 22Q: 3 clusters Score -1.640958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 161187 members 
Entering Unmasked Estep 
Score: -16409585.000000 Penalty: 5948.875977
	Iteration 23Q: 3 clusters Score -1.640958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 161195 members 
Entering Unmasked Estep 
Score: -16409584.000000 Penalty: 5948.875977
	Iteration 24Q: 3 clusters Score -1.640958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 161203 members 
Entering Unmasked Estep 
Score: -16409599.000000 Penalty: 5948.875977
	Iteration 25Q: 3 clusters Score -1.64096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 161209 members 
Entering Unmasked Estep 
Score: -16409609.000000 Penalty: 5948.875977
	Iteration 26Q: 3 clusters Score -1.640961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 161211 members 
Entering Unmasked Estep 
Score: -16409609.000000 Penalty: 5948.875977
	Iteration 27Q: 3 clusters Score -1.640961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 161215 members 
Entering Unmasked Estep 
Score: -16409606.000000 Penalty: 5948.875977
	Iteration 28Q: 3 clusters Score -1.640961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 161214 members 
Entering Unmasked Estep 
Score: -16409610.000000 Penalty: 5948.875977
	Iteration 29Q: 3 clusters Score -1.640961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 161215 members 
Entering Unmasked Estep 
Score: -16409619.000000 Penalty: 5948.875977
	Iteration 30Q: 3 clusters Score -1.640962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 161216 members 
Entering Unmasked Estep 
Score: -16409618.000000 Penalty: 5948.875977
	Iteration 31Q: 3 clusters Score -1.640962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 161218 members 
Entering Unmasked Estep 
Score: -16409621.000000 Penalty: 5948.875977
	Iteration 32Q: 3 clusters Score -1.640962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 161218 members 
Entering Unmasked Estep 
Score: -16409621.000000 Penalty: 5948.875977
	Iteration 33F: 3 clusters Score -1.640962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Entering Unmasked Estep 
Score: -4857513.500000 Penalty: 2671.100586
	Iteration 0F: 2 clusters Score -4857514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -4825366.000000 Penalty: 5342.201172
	Iteration 0F: 3 clusters Score -4825366 nChanged 22024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -4837483.500000 Penalty: 5342.201172
	Iteration 1F: 3 clusters Score -4837484 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -4838021.000000 Penalty: 5342.201172
	Iteration 2Q: 3 clusters Score -4838021 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -4838584.000000 Penalty: 5342.201172
	Iteration 3Q: 3 clusters Score -4838584 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -4839200.000000 Penalty: 5342.201172
	Iteration 4Q: 3 clusters Score -4839200 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -4839989.500000 Penalty: 5342.201172
	Iteration 5Q: 3 clusters Score -4839990 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -4841006.500000 Penalty: 5342.201172
	Iteration 6Q: 3 clusters Score -4841006 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -4842569.000000 Penalty: 5342.201172
	Iteration 7F: 3 clusters Score -4842569 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -4844912.500000 Penalty: 5342.201172
	Iteration 8F: 3 clusters Score -4844912 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -4847637.500000 Penalty: 5342.201172
	Iteration 9F: 3 clusters Score -4847638 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -4850189.500000 Penalty: 5342.201172
	Iteration 10F: 3 clusters Score -4850190 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -4852081.500000 Penalty: 5342.201172
	Iteration 11Q: 3 clusters Score -4852082 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -4853303.500000 Penalty: 5342.201172
	Iteration 12Q: 3 clusters Score -4853304 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4854112.000000 Penalty: 5342.201172
	Iteration 13Q: 3 clusters Score -4854112 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4854517.000000 Penalty: 5342.201172
	Iteration 14Q: 3 clusters Score -4854517 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4854772.000000 Penalty: 5342.201172
	Iteration 15Q: 3 clusters Score -4854772 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4854881.500000 Penalty: 5342.201172
	Iteration 16Q: 3 clusters Score -4854882 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4854983.500000 Penalty: 5342.201172
	Iteration 17Q: 3 clusters Score -4854984 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4855060.000000 Penalty: 5342.201172
	Iteration 18Q: 3 clusters Score -4855060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4855096.000000 Penalty: 5342.201172
	Iteration 19Q: 3 clusters Score -4855096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4855120.500000 Penalty: 5342.201172
	Iteration 20F: 3 clusters Score -4855120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4855143.000000 Penalty: 5342.201172
	Iteration 21Q: 3 clusters Score -4855143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4855157.500000 Penalty: 5342.201172
	Iteration 22Q: 3 clusters Score -4855158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4855169.500000 Penalty: 5342.201172
	Iteration 23Q: 3 clusters Score -4855170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4855185.000000 Penalty: 5342.201172
	Iteration 24Q: 3 clusters Score -4855185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4855189.500000 Penalty: 5342.201172
	Iteration 25Q: 3 clusters Score -4855190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4855208.000000 Penalty: 5342.201172
	Iteration 26Q: 3 clusters Score -4855208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4855214.500000 Penalty: 5342.201172
	Iteration 27Q: 3 clusters Score -4855214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4855223.000000 Penalty: 5342.201172
	Iteration 28Q: 3 clusters Score -4855223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4855234.000000 Penalty: 5342.201172
	Iteration 29Q: 3 clusters Score -4855234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4855242.500000 Penalty: 5342.201172
	Iteration 30Q: 3 clusters Score -4855242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4855237.000000 Penalty: 5342.201172
	Iteration 31Q: 3 clusters Score -4855237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4855240.500000 Penalty: 5342.201172
	Iteration 32Q: 3 clusters Score -4855240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4855239.500000 Penalty: 5342.201172
	Iteration 33Q: 3 clusters Score -4855240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4855243.500000 Penalty: 5342.201172
	Iteration 34Q: 3 clusters Score -4855244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4855245.000000 Penalty: 5342.201172
	Iteration 35Q: 3 clusters Score -4855245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4855247.000000 Penalty: 5342.201172
	Iteration 36Q: 3 clusters Score -4855247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4855248.500000 Penalty: 5342.201172
	Iteration 37Q: 3 clusters Score -4855248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4855251.500000 Penalty: 5342.201172
	Iteration 38Q: 3 clusters Score -4855252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4855256.500000 Penalty: 5342.201172
	Iteration 39Q: 3 clusters Score -4855256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4855262.500000 Penalty: 5342.201172
	Iteration 40F: 3 clusters Score -4855262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4855260.500000 Penalty: 5342.201172
	Iteration 41Q: 3 clusters Score -4855260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4855266.000000 Penalty: 5342.201172
	Iteration 42Q: 3 clusters Score -4855266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4855266.000000 Penalty: 5342.201172
	Iteration 43F: 3 clusters Score -4855266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (235226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235226 members 
Entering Unmasked Estep 
Score: -23648792.000000 Penalty: 3067.338867
	Iteration 0F: 2 clusters Score -2.364879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117001 members 
Mstep: Class 2 contains 118225 members 
Entering Unmasked Estep 
Score: -23494464.000000 Penalty: 6134.677734
	Iteration 0F: 3 clusters Score -2.349446e+07 nChanged 113350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108183 members 
Mstep: Class 2 contains 127043 members 
Entering Unmasked Estep 
Score: -23562172.000000 Penalty: 6134.677734
	Iteration 1F: 3 clusters Score -2.356217e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103003 members 
Mstep: Class 2 contains 132223 members 
Entering Unmasked Estep 
Score: -23564520.000000 Penalty: 6134.677734
	Iteration 2Q: 3 clusters Score -2.356452e+07 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95074 members 
Mstep: Class 2 contains 140152 members 
Entering Unmasked Estep 
Score: -23568434.000000 Penalty: 6134.677734
	Iteration 3Q: 3 clusters Score -2.356843e+07 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83404 members 
Mstep: Class 2 contains 151822 members 
Entering Unmasked Estep 
Score: -23575328.000000 Penalty: 6134.677734
	Iteration 4F: 3 clusters Score -2.357533e+07 nChanged 16433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 168111 members 
Entering Unmasked Estep 
Score: -23587262.000000 Penalty: 6134.677734
	Iteration 5F: 3 clusters Score -2.358726e+07 nChanged 20207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 188278 members 
Entering Unmasked Estep 
Score: -23604636.000000 Penalty: 6134.677734
	Iteration 6F: 3 clusters Score -2.360464e+07 nChanged 19940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 208214 members 
Entering Unmasked Estep 
Score: -23623010.000000 Penalty: 6134.677734
	Iteration 7F: 3 clusters Score -2.362301e+07 nChanged 14187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 222399 members 
Entering Unmasked Estep 
Score: -23635774.000000 Penalty: 6134.677734
	Iteration 8F: 3 clusters Score -2.363577e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 229672 members 
Entering Unmasked Estep 
Score: -23641872.000000 Penalty: 6134.677734
	Iteration 9Q: 3 clusters Score -2.364187e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 232641 members 
Entering Unmasked Estep 
Score: -23644290.000000 Penalty: 6134.677734
	Iteration 10Q: 3 clusters Score -2.364429e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 233805 members 
Entering Unmasked Estep 
Score: -23645224.000000 Penalty: 6134.677734
	Iteration 11Q: 3 clusters Score -2.364522e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 234279 members 
Entering Unmasked Estep 
Score: -23645726.000000 Penalty: 6134.677734
	Iteration 12Q: 3 clusters Score -2.364573e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 234480 members 
Entering Unmasked Estep 
Score: -23645940.000000 Penalty: 6134.677734
	Iteration 13Q: 3 clusters Score -2.364594e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 234586 members 
Entering Unmasked Estep 
Score: -23646046.000000 Penalty: 6134.677734
	Iteration 14Q: 3 clusters Score -2.364605e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 234625 members 
Entering Unmasked Estep 
Score: -23646106.000000 Penalty: 6134.677734
	Iteration 15Q: 3 clusters Score -2.364611e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 234656 members 
Entering Unmasked Estep 
Score: -23646148.000000 Penalty: 6134.677734
	Iteration 16Q: 3 clusters Score -2.364615e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 234684 members 
Entering Unmasked Estep 
Score: -23646184.000000 Penalty: 6134.677734
	Iteration 17Q: 3 clusters Score -2.364618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 234697 members 
Entering Unmasked Estep 
Score: -23646224.000000 Penalty: 6134.677734
	Iteration 18Q: 3 clusters Score -2.364622e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 234716 members 
Entering Unmasked Estep 
Score: -23646246.000000 Penalty: 6134.677734
	Iteration 19Q: 3 clusters Score -2.364625e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 234727 members 
Entering Unmasked Estep 
Score: -23646258.000000 Penalty: 6134.677734
	Iteration 20F: 3 clusters Score -2.364626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 234732 members 
Entering Unmasked Estep 
Score: -23646266.000000 Penalty: 6134.677734
	Iteration 21Q: 3 clusters Score -2.364627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 234736 members 
Entering Unmasked Estep 
Score: -23646288.000000 Penalty: 6134.677734
	Iteration 22Q: 3 clusters Score -2.364629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 234742 members 
Entering Unmasked Estep 
Score: -23646288.000000 Penalty: 6134.677734
	Iteration 23Q: 3 clusters Score -2.364629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 234747 members 
Entering Unmasked Estep 
Score: -23646296.000000 Penalty: 6134.677734
	Iteration 24Q: 3 clusters Score -2.36463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 234745 members 
Entering Unmasked Estep 
Score: -23646310.000000 Penalty: 6134.677734
	Iteration 25Q: 3 clusters Score -2.364631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 234746 members 
Entering Unmasked Estep 
Score: -23646312.000000 Penalty: 6134.677734
	Iteration 26Q: 3 clusters Score -2.364631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 234746 members 
Entering Unmasked Estep 
Score: -23646310.000000 Penalty: 6134.677734
	Iteration 27Q: 3 clusters Score -2.364631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 234746 members 
Entering Unmasked Estep 
Score: -23646304.000000 Penalty: 6134.677734
	Iteration 28Q: 3 clusters Score -2.36463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 234745 members 
Entering Unmasked Estep 
Score: -23646304.000000 Penalty: 6134.677734
	Iteration 29Q: 3 clusters Score -2.36463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 234746 members 
Entering Unmasked Estep 
Score: -23646308.000000 Penalty: 6134.677734
	Iteration 30Q: 3 clusters Score -2.364631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 234746 members 
Entering Unmasked Estep 
Score: -23646308.000000 Penalty: 6134.677734
	Iteration 31F: 3 clusters Score -2.364631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Entering Unmasked Estep 
Score: -1591133.500000 Penalty: 2396.425781
	Iteration 0F: 2 clusters Score -1591134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1579814.125000 Penalty: 4792.851562
	Iteration 0F: 3 clusters Score -1579814 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1583424.500000 Penalty: 4792.851562
	Iteration 1F: 3 clusters Score -1583424 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1583780.875000 Penalty: 4792.851562
	Iteration 2F: 3 clusters Score -1583781 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1584043.625000 Penalty: 4792.851562
	Iteration 3Q: 3 clusters Score -1584044 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1584261.500000 Penalty: 4792.851562
	Iteration 4Q: 3 clusters Score -1584262 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1584491.125000 Penalty: 4792.851562
	Iteration 5Q: 3 clusters Score -1584491 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1584685.375000 Penalty: 4792.851562
	Iteration 6Q: 3 clusters Score -1584685 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1584841.875000 Penalty: 4792.851562
	Iteration 7Q: 3 clusters Score -1584842 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1584958.000000 Penalty: 4792.851562
	Iteration 8Q: 3 clusters Score -1584958 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1585075.750000 Penalty: 4792.851562
	Iteration 9Q: 3 clusters Score -1585076 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1585197.875000 Penalty: 4792.851562
	Iteration 10Q: 3 clusters Score -1585198 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1585317.250000 Penalty: 4792.851562
	Iteration 11Q: 3 clusters Score -1585317 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1585443.875000 Penalty: 4792.851562
	Iteration 12Q: 3 clusters Score -1585444 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1585569.125000 Penalty: 4792.851562
	Iteration 13Q: 3 clusters Score -1585569 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1585698.250000 Penalty: 4792.851562
	Iteration 14Q: 3 clusters Score -1585698 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1585813.875000 Penalty: 4792.851562
	Iteration 15Q: 3 clusters Score -1585814 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1585949.625000 Penalty: 4792.851562
	Iteration 16Q: 3 clusters Score -1585950 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1586072.125000 Penalty: 4792.851562
	Iteration 17Q: 3 clusters Score -1586072 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1586249.375000 Penalty: 4792.851562
	Iteration 18Q: 3 clusters Score -1586249 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1586469.500000 Penalty: 4792.851562
	Iteration 19Q: 3 clusters Score -1586470 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1586718.875000 Penalty: 4792.851562
	Iteration 20F: 3 clusters Score -1586719 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1586983.125000 Penalty: 4792.851562
	Iteration 21Q: 3 clusters Score -1586983 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1587245.375000 Penalty: 4792.851562
	Iteration 22Q: 3 clusters Score -1587245 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1587468.750000 Penalty: 4792.851562
	Iteration 23Q: 3 clusters Score -1587469 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1587714.500000 Penalty: 4792.851562
	Iteration 24Q: 3 clusters Score -1587714 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1587982.375000 Penalty: 4792.851562
	Iteration 25Q: 3 clusters Score -1587982 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1588194.875000 Penalty: 4792.851562
	Iteration 26Q: 3 clusters Score -1588195 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1588394.625000 Penalty: 4792.851562
	Iteration 27Q: 3 clusters Score -1588395 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1588577.875000 Penalty: 4792.851562
	Iteration 28Q: 3 clusters Score -1588578 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1588753.875000 Penalty: 4792.851562
	Iteration 29Q: 3 clusters Score -1588754 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1588868.875000 Penalty: 4792.851562
	Iteration 30Q: 3 clusters Score -1588869 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1588973.000000 Penalty: 4792.851562
	Iteration 31Q: 3 clusters Score -1588973 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1589056.875000 Penalty: 4792.851562
	Iteration 32Q: 3 clusters Score -1589057 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1589114.250000 Penalty: 4792.851562
	Iteration 33Q: 3 clusters Score -1589114 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1589201.000000 Penalty: 4792.851562
	Iteration 34Q: 3 clusters Score -1589201 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1589292.750000 Penalty: 4792.851562
	Iteration 35Q: 3 clusters Score -1589293 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1589356.875000 Penalty: 4792.851562
	Iteration 36Q: 3 clusters Score -1589357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1589404.250000 Penalty: 4792.851562
	Iteration 37Q: 3 clusters Score -1589404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1589442.125000 Penalty: 4792.851562
	Iteration 38Q: 3 clusters Score -1589442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1589466.000000 Penalty: 4792.851562
	Iteration 39Q: 3 clusters Score -1589466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1589483.250000 Penalty: 4792.851562
	Iteration 40F: 3 clusters Score -1589483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1589497.375000 Penalty: 4792.851562
	Iteration 41Q: 3 clusters Score -1589497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1589504.000000 Penalty: 4792.851562
	Iteration 42Q: 3 clusters Score -1589504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1589512.375000 Penalty: 4792.851562
	Iteration 43Q: 3 clusters Score -1589512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1589517.875000 Penalty: 4792.851562
	Iteration 44Q: 3 clusters Score -1589518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1589517.625000 Penalty: 4792.851562
	Iteration 45Q: 3 clusters Score -1589518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1589519.500000 Penalty: 4792.851562
	Iteration 46Q: 3 clusters Score -1589520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1589519.500000 Penalty: 4792.851562
	Iteration 47F: 3 clusters Score -1589520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Entering Unmasked Estep 
Score: -2399482.000000 Penalty: 2505.197021
	Iteration 0F: 2 clusters Score -2399482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2382564.750000 Penalty: 5010.394043
	Iteration 0F: 3 clusters Score -2382565 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2388465.250000 Penalty: 5010.394043
	Iteration 1F: 3 clusters Score -2388465 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2389023.250000 Penalty: 5010.394043
	Iteration 2F: 3 clusters Score -2389023 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2389610.000000 Penalty: 5010.394043
	Iteration 3F: 3 clusters Score -2389610 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2390341.250000 Penalty: 5010.394043
	Iteration 4F: 3 clusters Score -2390341 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2391301.750000 Penalty: 5010.394043
	Iteration 5F: 3 clusters Score -2391302 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2392235.250000 Penalty: 5010.394043
	Iteration 6F: 3 clusters Score -2392235 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2393039.250000 Penalty: 5010.394043
	Iteration 7F: 3 clusters Score -2393039 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2393678.750000 Penalty: 5010.394043
	Iteration 8Q: 3 clusters Score -2393679 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2394244.250000 Penalty: 5010.394043
	Iteration 9Q: 3 clusters Score -2394244 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2394659.250000 Penalty: 5010.394043
	Iteration 10Q: 3 clusters Score -2394659 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2395071.250000 Penalty: 5010.394043
	Iteration 11Q: 3 clusters Score -2395071 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2395425.750000 Penalty: 5010.394043
	Iteration 12Q: 3 clusters Score -2395426 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2395703.500000 Penalty: 5010.394043
	Iteration 13Q: 3 clusters Score -2395704 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2395984.500000 Penalty: 5010.394043
	Iteration 14Q: 3 clusters Score -2395984 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2396332.500000 Penalty: 5010.394043
	Iteration 15Q: 3 clusters Score -2396332 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2396706.750000 Penalty: 5010.394043
	Iteration 16Q: 3 clusters Score -2396707 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2397072.000000 Penalty: 5010.394043
	Iteration 17Q: 3 clusters Score -2397072 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2397325.500000 Penalty: 5010.394043
	Iteration 18Q: 3 clusters Score -2397326 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2397514.750000 Penalty: 5010.394043
	Iteration 19Q: 3 clusters Score -2397515 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2397657.250000 Penalty: 5010.394043
	Iteration 20F: 3 clusters Score -2397657 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2397792.750000 Penalty: 5010.394043
	Iteration 21Q: 3 clusters Score -2397793 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2397921.500000 Penalty: 5010.394043
	Iteration 22Q: 3 clusters Score -2397922 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2398083.750000 Penalty: 5010.394043
	Iteration 23Q: 3 clusters Score -2398084 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2398217.750000 Penalty: 5010.394043
	Iteration 24Q: 3 clusters Score -2398218 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2398310.750000 Penalty: 5010.394043
	Iteration 25Q: 3 clusters Score -2398311 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2398396.500000 Penalty: 5010.394043
	Iteration 26Q: 3 clusters Score -2398396 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2398444.500000 Penalty: 5010.394043
	Iteration 27Q: 3 clusters Score -2398444 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2398483.250000 Penalty: 5010.394043
	Iteration 28Q: 3 clusters Score -2398483 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2398508.000000 Penalty: 5010.394043
	Iteration 29Q: 3 clusters Score -2398508 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2398531.500000 Penalty: 5010.394043
	Iteration 30Q: 3 clusters Score -2398532 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2398550.250000 Penalty: 5010.394043
	Iteration 31Q: 3 clusters Score -2398550 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2398568.000000 Penalty: 5010.394043
	Iteration 32Q: 3 clusters Score -2398568 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2398570.000000 Penalty: 5010.394043
	Iteration 33Q: 3 clusters Score -2398570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2398576.250000 Penalty: 5010.394043
	Iteration 34Q: 3 clusters Score -2398576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2398580.000000 Penalty: 5010.394043
	Iteration 35Q: 3 clusters Score -2398580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2398580.750000 Penalty: 5010.394043
	Iteration 36Q: 3 clusters Score -2398581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2398589.500000 Penalty: 5010.394043
	Iteration 37Q: 3 clusters Score -2398590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2398591.000000 Penalty: 5010.394043
	Iteration 38Q: 3 clusters Score -2398591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2398589.000000 Penalty: 5010.394043
	Iteration 39Q: 3 clusters Score -2398589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2398593.750000 Penalty: 5010.394043
	Iteration 40F: 3 clusters Score -2398594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2398588.750000 Penalty: 5010.394043
	Iteration 41Q: 3 clusters Score -2398589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2398593.500000 Penalty: 5010.394043
	Iteration 42Q: 3 clusters Score -2398594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2398595.500000 Penalty: 5010.394043
	Iteration 43Q: 3 clusters Score -2398596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2398602.750000 Penalty: 5010.394043
	Iteration 44Q: 3 clusters Score -2398603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2398607.750000 Penalty: 5010.394043
	Iteration 45Q: 3 clusters Score -2398608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2398608.750000 Penalty: 5010.394043
	Iteration 46Q: 3 clusters Score -2398609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2398619.750000 Penalty: 5010.394043
	Iteration 47Q: 3 clusters Score -2398620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2398613.500000 Penalty: 5010.394043
	Iteration 48Q: 3 clusters Score -2398614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2398619.000000 Penalty: 5010.394043
	Iteration 49Q: 3 clusters Score -2398619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2398622.500000 Penalty: 5010.394043
	Iteration 50Q: 3 clusters Score -2398622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2398615.000000 Penalty: 5010.394043
	Iteration 51Q: 3 clusters Score -2398615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2398619.000000 Penalty: 5010.394043
	Iteration 52Q: 3 clusters Score -2398619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2398621.000000 Penalty: 5010.394043
	Iteration 53Q: 3 clusters Score -2398621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2398621.250000 Penalty: 5010.394043
	Iteration 54Q: 3 clusters Score -2398621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2398626.500000 Penalty: 5010.394043
	Iteration 55Q: 3 clusters Score -2398626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2398620.500000 Penalty: 5010.394043
	Iteration 56Q: 3 clusters Score -2398620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2398617.500000 Penalty: 5010.394043
	Iteration 57Q: 3 clusters Score -2398618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2398615.500000 Penalty: 5010.394043
	Iteration 58Q: 3 clusters Score -2398616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2398621.250000 Penalty: 5010.394043
	Iteration 59Q: 3 clusters Score -2398621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2398622.750000 Penalty: 5010.394043
	Iteration 60F: 3 clusters Score -2398623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2398627.500000 Penalty: 5010.394043
	Iteration 61Q: 3 clusters Score -2398628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2398625.250000 Penalty: 5010.394043
	Iteration 62Q: 3 clusters Score -2398625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2398625.750000 Penalty: 5010.394043
	Iteration 63Q: 3 clusters Score -2398626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2398625.750000 Penalty: 5010.394043
	Iteration 64F: 3 clusters Score -2398626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Entering Unmasked Estep 
Score: -839345.125000 Penalty: 2239.444092
	Iteration 0F: 2 clusters Score -839345.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -832790.875000 Penalty: 4478.888184
	Iteration 0F: 3 clusters Score -832790.9 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -834620.187500 Penalty: 4478.888184
	Iteration 1F: 3 clusters Score -834620.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -834883.562500 Penalty: 4478.888184
	Iteration 2F: 3 clusters Score -834883.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -835090.812500 Penalty: 4478.888184
	Iteration 3F: 3 clusters Score -835090.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -835250.375000 Penalty: 4478.888184
	Iteration 4Q: 3 clusters Score -835250.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -835397.812500 Penalty: 4478.888184
	Iteration 5Q: 3 clusters Score -835397.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -835529.375000 Penalty: 4478.888184
	Iteration 6Q: 3 clusters Score -835529.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -835660.937500 Penalty: 4478.888184
	Iteration 7Q: 3 clusters Score -835660.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -835801.937500 Penalty: 4478.888184
	Iteration 8Q: 3 clusters Score -835801.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -835978.750000 Penalty: 4478.888184
	Iteration 9Q: 3 clusters Score -835978.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -836189.625000 Penalty: 4478.888184
	Iteration 10Q: 3 clusters Score -836189.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -836403.812500 Penalty: 4478.888184
	Iteration 11Q: 3 clusters Score -836403.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -836599.437500 Penalty: 4478.888184
	Iteration 12Q: 3 clusters Score -836599.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -836778.187500 Penalty: 4478.888184
	Iteration 13Q: 3 clusters Score -836778.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -836937.375000 Penalty: 4478.888184
	Iteration 14Q: 3 clusters Score -836937.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -837085.437500 Penalty: 4478.888184
	Iteration 15Q: 3 clusters Score -837085.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -837225.750000 Penalty: 4478.888184
	Iteration 16Q: 3 clusters Score -837225.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -837310.687500 Penalty: 4478.888184
	Iteration 17Q: 3 clusters Score -837310.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -837380.000000 Penalty: 4478.888184
	Iteration 18Q: 3 clusters Score -837380 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -837428.562500 Penalty: 4478.888184
	Iteration 19Q: 3 clusters Score -837428.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -837472.125000 Penalty: 4478.888184
	Iteration 20F: 3 clusters Score -837472.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -837518.062500 Penalty: 4478.888184
	Iteration 21Q: 3 clusters Score -837518.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -837539.750000 Penalty: 4478.888184
	Iteration 22Q: 3 clusters Score -837539.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -837556.625000 Penalty: 4478.888184
	Iteration 23Q: 3 clusters Score -837556.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -837565.250000 Penalty: 4478.888184
	Iteration 24Q: 3 clusters Score -837565.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -837574.500000 Penalty: 4478.888184
	Iteration 25Q: 3 clusters Score -837574.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -837585.500000 Penalty: 4478.888184
	Iteration 26Q: 3 clusters Score -837585.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -837592.875000 Penalty: 4478.888184
	Iteration 27Q: 3 clusters Score -837592.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -837601.187500 Penalty: 4478.888184
	Iteration 28Q: 3 clusters Score -837601.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -837608.187500 Penalty: 4478.888184
	Iteration 29Q: 3 clusters Score -837608.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -837610.812500 Penalty: 4478.888184
	Iteration 30Q: 3 clusters Score -837610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -837614.250000 Penalty: 4478.888184
	Iteration 31Q: 3 clusters Score -837614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -837615.187500 Penalty: 4478.888184
	Iteration 32Q: 3 clusters Score -837615.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -837614.937500 Penalty: 4478.888184
	Iteration 33Q: 3 clusters Score -837614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -837617.312500 Penalty: 4478.888184
	Iteration 34Q: 3 clusters Score -837617.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -837617.125000 Penalty: 4478.888184
	Iteration 35Q: 3 clusters Score -837617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -837616.375000 Penalty: 4478.888184
	Iteration 36Q: 3 clusters Score -837616.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -837616.375000 Penalty: 4478.888184
	Iteration 37F: 3 clusters Score -837616.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Entering Unmasked Estep 
Score: -412485.468750 Penalty: 2075.781006
	Iteration 0F: 2 clusters Score -412485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -408397.031250 Penalty: 4151.562012
	Iteration 0F: 3 clusters Score -408397 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -409345.437500 Penalty: 4151.562012
	Iteration 1F: 3 clusters Score -409345.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -409625.593750 Penalty: 4151.562012
	Iteration 2F: 3 clusters Score -409625.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -409838.500000 Penalty: 4151.562012
	Iteration 3F: 3 clusters Score -409838.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -410007.687500 Penalty: 4151.562012
	Iteration 4F: 3 clusters Score -410007.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -410143.656250 Penalty: 4151.562012
	Iteration 5Q: 3 clusters Score -410143.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -410266.406250 Penalty: 4151.562012
	Iteration 6Q: 3 clusters Score -410266.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -410395.468750 Penalty: 4151.562012
	Iteration 7Q: 3 clusters Score -410395.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -410505.437500 Penalty: 4151.562012
	Iteration 8Q: 3 clusters Score -410505.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -410607.500000 Penalty: 4151.562012
	Iteration 9Q: 3 clusters Score -410607.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -410701.375000 Penalty: 4151.562012
	Iteration 10Q: 3 clusters Score -410701.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -410775.968750 Penalty: 4151.562012
	Iteration 11Q: 3 clusters Score -410776 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -410836.468750 Penalty: 4151.562012
	Iteration 12Q: 3 clusters Score -410836.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -410902.093750 Penalty: 4151.562012
	Iteration 13Q: 3 clusters Score -410902.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -410964.843750 Penalty: 4151.562012
	Iteration 14Q: 3 clusters Score -410964.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -411008.062500 Penalty: 4151.562012
	Iteration 15Q: 3 clusters Score -411008.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -411051.687500 Penalty: 4151.562012
	Iteration 16Q: 3 clusters Score -411051.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -411085.250000 Penalty: 4151.562012
	Iteration 17Q: 3 clusters Score -411085.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -411112.093750 Penalty: 4151.562012
	Iteration 18Q: 3 clusters Score -411112.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -411133.812500 Penalty: 4151.562012
	Iteration 19Q: 3 clusters Score -411133.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -411148.000000 Penalty: 4151.562012
	Iteration 20F: 3 clusters Score -411148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -411157.031250 Penalty: 4151.562012
	Iteration 21Q: 3 clusters Score -411157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -411166.281250 Penalty: 4151.562012
	Iteration 22Q: 3 clusters Score -411166.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -411176.593750 Penalty: 4151.562012
	Iteration 23Q: 3 clusters Score -411176.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -411189.125000 Penalty: 4151.562012
	Iteration 24Q: 3 clusters Score -411189.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -411199.437500 Penalty: 4151.562012
	Iteration 25Q: 3 clusters Score -411199.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -411204.656250 Penalty: 4151.562012
	Iteration 26Q: 3 clusters Score -411204.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -411210.562500 Penalty: 4151.562012
	Iteration 27Q: 3 clusters Score -411210.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -411218.031250 Penalty: 4151.562012
	Iteration 28Q: 3 clusters Score -411218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -411225.031250 Penalty: 4151.562012
	Iteration 29Q: 3 clusters Score -411225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -411230.625000 Penalty: 4151.562012
	Iteration 30Q: 3 clusters Score -411230.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -411233.812500 Penalty: 4151.562012
	Iteration 31Q: 3 clusters Score -411233.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -411237.281250 Penalty: 4151.562012
	Iteration 32Q: 3 clusters Score -411237.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -411238.687500 Penalty: 4151.562012
	Iteration 33Q: 3 clusters Score -411238.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -411239.125000 Penalty: 4151.562012
	Iteration 34Q: 3 clusters Score -411239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -411240.281250 Penalty: 4151.562012
	Iteration 35Q: 3 clusters Score -411240.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -411240.625000 Penalty: 4151.562012
	Iteration 36Q: 3 clusters Score -411240.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -411241.343750 Penalty: 4151.562012
	Iteration 37Q: 3 clusters Score -411241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -411241.625000 Penalty: 4151.562012
	Iteration 38Q: 3 clusters Score -411241.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -411241.625000 Penalty: 4151.562012
	Iteration 39F: 3 clusters Score -411241.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Entering Unmasked Estep 
Score: -2386989.000000 Penalty: 2505.085205
	Iteration 0F: 2 clusters Score -2386989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2370117.250000 Penalty: 5010.170410
	Iteration 0F: 3 clusters Score -2370117 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2376161.750000 Penalty: 5010.170410
	Iteration 1F: 3 clusters Score -2376162 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2376655.750000 Penalty: 5010.170410
	Iteration 2F: 3 clusters Score -2376656 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2377099.250000 Penalty: 5010.170410
	Iteration 3Q: 3 clusters Score -2377099 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2377592.000000 Penalty: 5010.170410
	Iteration 4Q: 3 clusters Score -2377592 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2378071.250000 Penalty: 5010.170410
	Iteration 5Q: 3 clusters Score -2378071 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2378653.250000 Penalty: 5010.170410
	Iteration 6Q: 3 clusters Score -2378653 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2379433.250000 Penalty: 5010.170410
	Iteration 7Q: 3 clusters Score -2379433 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2380437.000000 Penalty: 5010.170410
	Iteration 8F: 3 clusters Score -2380437 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2381614.750000 Penalty: 5010.170410
	Iteration 9F: 3 clusters Score -2381615 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2382642.250000 Penalty: 5010.170410
	Iteration 10F: 3 clusters Score -2382642 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2383196.500000 Penalty: 5010.170410
	Iteration 11Q: 3 clusters Score -2383196 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2383422.250000 Penalty: 5010.170410
	Iteration 12Q: 3 clusters Score -2383422 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2383535.500000 Penalty: 5010.170410
	Iteration 13Q: 3 clusters Score -2383536 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2383614.500000 Penalty: 5010.170410
	Iteration 14Q: 3 clusters Score -2383614 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2383679.000000 Penalty: 5010.170410
	Iteration 15Q: 3 clusters Score -2383679 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2383714.750000 Penalty: 5010.170410
	Iteration 16Q: 3 clusters Score -2383715 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2383758.750000 Penalty: 5010.170410
	Iteration 17Q: 3 clusters Score -2383759 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2383769.250000 Penalty: 5010.170410
	Iteration 18Q: 3 clusters Score -2383769 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2383789.000000 Penalty: 5010.170410
	Iteration 19Q: 3 clusters Score -2383789 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2383805.750000 Penalty: 5010.170410
	Iteration 20F: 3 clusters Score -2383806 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2383829.500000 Penalty: 5010.170410
	Iteration 21Q: 3 clusters Score -2383830 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2383836.500000 Penalty: 5010.170410
	Iteration 22Q: 3 clusters Score -2383836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2383853.000000 Penalty: 5010.170410
	Iteration 23Q: 3 clusters Score -2383853 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2383865.750000 Penalty: 5010.170410
	Iteration 24Q: 3 clusters Score -2383866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2383869.500000 Penalty: 5010.170410
	Iteration 25Q: 3 clusters Score -2383870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2383868.750000 Penalty: 5010.170410
	Iteration 26Q: 3 clusters Score -2383869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2383880.000000 Penalty: 5010.170410
	Iteration 27Q: 3 clusters Score -2383880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2383885.500000 Penalty: 5010.170410
	Iteration 28Q: 3 clusters Score -2383886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2383894.250000 Penalty: 5010.170410
	Iteration 29Q: 3 clusters Score -2383894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2383903.000000 Penalty: 5010.170410
	Iteration 30Q: 3 clusters Score -2383903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2383915.000000 Penalty: 5010.170410
	Iteration 31Q: 3 clusters Score -2383915 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2383923.000000 Penalty: 5010.170410
	Iteration 32Q: 3 clusters Score -2383923 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2383947.500000 Penalty: 5010.170410
	Iteration 33Q: 3 clusters Score -2383948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2383953.750000 Penalty: 5010.170410
	Iteration 34Q: 3 clusters Score -2383954 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2383968.250000 Penalty: 5010.170410
	Iteration 35Q: 3 clusters Score -2383968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2383977.000000 Penalty: 5010.170410
	Iteration 36Q: 3 clusters Score -2383977 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2383995.750000 Penalty: 5010.170410
	Iteration 37Q: 3 clusters Score -2383996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2383998.500000 Penalty: 5010.170410
	Iteration 38Q: 3 clusters Score -2383998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2384007.750000 Penalty: 5010.170410
	Iteration 39Q: 3 clusters Score -2384008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2384018.750000 Penalty: 5010.170410
	Iteration 40F: 3 clusters Score -2384019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2384023.250000 Penalty: 5010.170410
	Iteration 41Q: 3 clusters Score -2384023 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2384020.750000 Penalty: 5010.170410
	Iteration 42Q: 3 clusters Score -2384021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2384019.500000 Penalty: 5010.170410
	Iteration 43Q: 3 clusters Score -2384020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2384032.250000 Penalty: 5010.170410
	Iteration 44Q: 3 clusters Score -2384032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2384033.000000 Penalty: 5010.170410
	Iteration 45Q: 3 clusters Score -2384033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2384035.750000 Penalty: 5010.170410
	Iteration 46Q: 3 clusters Score -2384036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2384037.250000 Penalty: 5010.170410
	Iteration 47Q: 3 clusters Score -2384037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2384039.500000 Penalty: 5010.170410
	Iteration 48Q: 3 clusters Score -2384040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2384039.250000 Penalty: 5010.170410
	Iteration 49Q: 3 clusters Score -2384039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2384042.500000 Penalty: 5010.170410
	Iteration 50Q: 3 clusters Score -2384042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2384048.250000 Penalty: 5010.170410
	Iteration 51Q: 3 clusters Score -2384048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2384055.000000 Penalty: 5010.170410
	Iteration 52Q: 3 clusters Score -2384055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2384053.250000 Penalty: 5010.170410
	Iteration 53Q: 3 clusters Score -2384053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2384045.250000 Penalty: 5010.170410
	Iteration 54Q: 3 clusters Score -2384045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2384042.500000 Penalty: 5010.170410
	Iteration 55Q: 3 clusters Score -2384042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2384051.750000 Penalty: 5010.170410
	Iteration 56Q: 3 clusters Score -2384052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2384051.000000 Penalty: 5010.170410
	Iteration 57Q: 3 clusters Score -2384051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2384052.250000 Penalty: 5010.170410
	Iteration 58Q: 3 clusters Score -2384052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2384047.000000 Penalty: 5010.170410
	Iteration 59Q: 3 clusters Score -2384047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2384048.500000 Penalty: 5010.170410
	Iteration 60F: 3 clusters Score -2384048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2384052.250000 Penalty: 5010.170410
	Iteration 61Q: 3 clusters Score -2384052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2384059.250000 Penalty: 5010.170410
	Iteration 62Q: 3 clusters Score -2384059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2384064.000000 Penalty: 5010.170410
	Iteration 63Q: 3 clusters Score -2384064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2384073.500000 Penalty: 5010.170410
	Iteration 64Q: 3 clusters Score -2384074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2384074.500000 Penalty: 5010.170410
	Iteration 65Q: 3 clusters Score -2384074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2384087.750000 Penalty: 5010.170410
	Iteration 66Q: 3 clusters Score -2384088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2384090.750000 Penalty: 5010.170410
	Iteration 67Q: 3 clusters Score -2384091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2384092.750000 Penalty: 5010.170410
	Iteration 68Q: 3 clusters Score -2384093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2384093.500000 Penalty: 5010.170410
	Iteration 69Q: 3 clusters Score -2384094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2384093.500000 Penalty: 5010.170410
	Iteration 70Q: 3 clusters Score -2384094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2384096.500000 Penalty: 5010.170410
	Iteration 71Q: 3 clusters Score -2384096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2384098.750000 Penalty: 5010.170410
	Iteration 72Q: 3 clusters Score -2384099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2384098.750000 Penalty: 5010.170410
	Iteration 73Q: 3 clusters Score -2384099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2384096.000000 Penalty: 5010.170410
	Iteration 74Q: 3 clusters Score -2384096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2384095.250000 Penalty: 5010.170410
	Iteration 75Q: 3 clusters Score -2384095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2384095.500000 Penalty: 5010.170410
	Iteration 76Q: 3 clusters Score -2384096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2384096.250000 Penalty: 5010.170410
	Iteration 77Q: 3 clusters Score -2384096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2384102.000000 Penalty: 5010.170410
	Iteration 78Q: 3 clusters Score -2384102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2384107.500000 Penalty: 5010.170410
	Iteration 79Q: 3 clusters Score -2384108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2384113.000000 Penalty: 5010.170410
	Iteration 80F: 3 clusters Score -2384113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2384111.500000 Penalty: 5010.170410
	Iteration 81Q: 3 clusters Score -2384112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2384111.250000 Penalty: 5010.170410
	Iteration 82Q: 3 clusters Score -2384111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2384114.750000 Penalty: 5010.170410
	Iteration 83Q: 3 clusters Score -2384115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2384118.500000 Penalty: 5010.170410
	Iteration 84Q: 3 clusters Score -2384118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2384126.000000 Penalty: 5010.170410
	Iteration 85Q: 3 clusters Score -2384126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2384128.250000 Penalty: 5010.170410
	Iteration 86Q: 3 clusters Score -2384128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2384133.000000 Penalty: 5010.170410
	Iteration 87Q: 3 clusters Score -2384133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2384128.750000 Penalty: 5010.170410
	Iteration 88Q: 3 clusters Score -2384129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2384142.250000 Penalty: 5010.170410
	Iteration 89Q: 3 clusters Score -2384142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2384139.250000 Penalty: 5010.170410
	Iteration 90Q: 3 clusters Score -2384139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2384146.500000 Penalty: 5010.170410
	Iteration 91Q: 3 clusters Score -2384146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2384142.000000 Penalty: 5010.170410
	Iteration 92Q: 3 clusters Score -2384142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2384145.750000 Penalty: 5010.170410
	Iteration 93Q: 3 clusters Score -2384146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2384143.500000 Penalty: 5010.170410
	Iteration 94Q: 3 clusters Score -2384144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2384151.750000 Penalty: 5010.170410
	Iteration 95Q: 3 clusters Score -2384152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2384148.250000 Penalty: 5010.170410
	Iteration 96Q: 3 clusters Score -2384148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2384148.750000 Penalty: 5010.170410
	Iteration 97Q: 3 clusters Score -2384149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2384159.250000 Penalty: 5010.170410
	Iteration 98Q: 3 clusters Score -2384159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2384162.250000 Penalty: 5010.170410
	Iteration 99Q: 3 clusters Score -2384162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2384160.500000 Penalty: 5010.170410
	Iteration 100F: 3 clusters Score -2384160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2384161.750000 Penalty: 5010.170410
	Iteration 101Q: 3 clusters Score -2384162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2384167.750000 Penalty: 5010.170410
	Iteration 102Q: 3 clusters Score -2384168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2384169.750000 Penalty: 5010.170410
	Iteration 103Q: 3 clusters Score -2384170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2384171.750000 Penalty: 5010.170410
	Iteration 104Q: 3 clusters Score -2384172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2384172.500000 Penalty: 5010.170410
	Iteration 105Q: 3 clusters Score -2384172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2384173.500000 Penalty: 5010.170410
	Iteration 106Q: 3 clusters Score -2384174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2384179.750000 Penalty: 5010.170410
	Iteration 107Q: 3 clusters Score -2384180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2384179.250000 Penalty: 5010.170410
	Iteration 108Q: 3 clusters Score -2384179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2384179.750000 Penalty: 5010.170410
	Iteration 109Q: 3 clusters Score -2384180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2384180.250000 Penalty: 5010.170410
	Iteration 110Q: 3 clusters Score -2384180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2384182.500000 Penalty: 5010.170410
	Iteration 111Q: 3 clusters Score -2384182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2384186.750000 Penalty: 5010.170410
	Iteration 112Q: 3 clusters Score -2384187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2384182.250000 Penalty: 5010.170410
	Iteration 113Q: 3 clusters Score -2384182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2384182.000000 Penalty: 5010.170410
	Iteration 114Q: 3 clusters Score -2384182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2384181.250000 Penalty: 5010.170410
	Iteration 115Q: 3 clusters Score -2384181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2384179.000000 Penalty: 5010.170410
	Iteration 116Q: 3 clusters Score -2384179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2384180.000000 Penalty: 5010.170410
	Iteration 117Q: 3 clusters Score -2384180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2384179.000000 Penalty: 5010.170410
	Iteration 118Q: 3 clusters Score -2384179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2384179.000000 Penalty: 5010.170410
	Iteration 119F: 3 clusters Score -2384179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -97573.914062 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -97573.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -95729.617188 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -95729.62 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -96044.187500 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -96044.19 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -96150.937500 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -96150.94 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -96267.460938 Penalty: 3456.549805
	Iteration 3Q: 3 clusters Score -96267.46 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -96376.070312 Penalty: 3456.549805
	Iteration 4F: 3 clusters Score -96376.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -96450.750000 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -96450.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -96491.296875 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -96491.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -96523.820312 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -96523.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -96541.921875 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -96541.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -96566.531250 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -96566.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -96588.710938 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -96588.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -96602.007812 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -96602.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -96613.570312 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -96613.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -96621.804688 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -96621.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -96627.570312 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -96627.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -96636.718750 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -96636.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -96642.937500 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -96642.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -96645.632812 Penalty: 3456.549805
	Iteration 17Q: 3 clusters Score -96645.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -96648.453125 Penalty: 3456.549805
	Iteration 18Q: 3 clusters Score -96648.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -96650.039062 Penalty: 3456.549805
	Iteration 19Q: 3 clusters Score -96650.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -96652.796875 Penalty: 3456.549805
	Iteration 20F: 3 clusters Score -96652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -96656.359375 Penalty: 3456.549805
	Iteration 21Q: 3 clusters Score -96656.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -96659.164062 Penalty: 3456.549805
	Iteration 22Q: 3 clusters Score -96659.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -96662.117188 Penalty: 3456.549805
	Iteration 23Q: 3 clusters Score -96662.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -96664.679688 Penalty: 3456.549805
	Iteration 24Q: 3 clusters Score -96664.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -96678.757812 Penalty: 3456.549805
	Iteration 25Q: 3 clusters Score -96678.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -96682.187500 Penalty: 3456.549805
	Iteration 26Q: 3 clusters Score -96682.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -96699.375000 Penalty: 3456.549805
	Iteration 27Q: 3 clusters Score -96699.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -96710.250000 Penalty: 3456.549805
	Iteration 28Q: 3 clusters Score -96710.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -96721.437500 Penalty: 3456.549805
	Iteration 29Q: 3 clusters Score -96721.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -96728.273438 Penalty: 3456.549805
	Iteration 30Q: 3 clusters Score -96728.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -96735.156250 Penalty: 3456.549805
	Iteration 31Q: 3 clusters Score -96735.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -96740.640625 Penalty: 3456.549805
	Iteration 32Q: 3 clusters Score -96740.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -96744.281250 Penalty: 3456.549805
	Iteration 33Q: 3 clusters Score -96744.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -96748.187500 Penalty: 3456.549805
	Iteration 34Q: 3 clusters Score -96748.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -96749.039062 Penalty: 3456.549805
	Iteration 35Q: 3 clusters Score -96749.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -96754.015625 Penalty: 3456.549805
	Iteration 36Q: 3 clusters Score -96754.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -96756.062500 Penalty: 3456.549805
	Iteration 37Q: 3 clusters Score -96756.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -96757.257812 Penalty: 3456.549805
	Iteration 38Q: 3 clusters Score -96757.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -96757.992188 Penalty: 3456.549805
	Iteration 39F: 3 clusters Score -96757.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -96768.875000 Penalty: 3456.549805
	Iteration 40F: 3 clusters Score -96768.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -96771.429688 Penalty: 3456.549805
	Iteration 41Q: 3 clusters Score -96771.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -96772.812500 Penalty: 3456.549805
	Iteration 42Q: 3 clusters Score -96772.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -96772.812500 Penalty: 3456.549805
	Iteration 43F: 3 clusters Score -96772.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Entering Unmasked Estep 
Score: -332177.968750 Penalty: 2031.345337
	Iteration 0F: 2 clusters Score -332178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -328550.250000 Penalty: 4062.690674
	Iteration 0F: 3 clusters Score -328550.2 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -329507.125000 Penalty: 4062.690674
	Iteration 1F: 3 clusters Score -329507.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -329928.468750 Penalty: 4062.690674
	Iteration 2F: 3 clusters Score -329928.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -330272.593750 Penalty: 4062.690674
	Iteration 3F: 3 clusters Score -330272.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -330538.312500 Penalty: 4062.690674
	Iteration 4F: 3 clusters Score -330538.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -330732.687500 Penalty: 4062.690674
	Iteration 5F: 3 clusters Score -330732.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -330855.125000 Penalty: 4062.690674
	Iteration 6Q: 3 clusters Score -330855.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -330934.906250 Penalty: 4062.690674
	Iteration 7Q: 3 clusters Score -330934.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -330987.000000 Penalty: 4062.690674
	Iteration 8Q: 3 clusters Score -330987 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -331026.343750 Penalty: 4062.690674
	Iteration 9Q: 3 clusters Score -331026.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -331050.843750 Penalty: 4062.690674
	Iteration 10Q: 3 clusters Score -331050.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -331063.937500 Penalty: 4062.690674
	Iteration 11Q: 3 clusters Score -331063.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -331075.375000 Penalty: 4062.690674
	Iteration 12Q: 3 clusters Score -331075.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -331082.125000 Penalty: 4062.690674
	Iteration 13Q: 3 clusters Score -331082.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -331091.062500 Penalty: 4062.690674
	Iteration 14Q: 3 clusters Score -331091.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -331096.125000 Penalty: 4062.690674
	Iteration 15Q: 3 clusters Score -331096.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -331101.968750 Penalty: 4062.690674
	Iteration 16Q: 3 clusters Score -331102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -331107.562500 Penalty: 4062.690674
	Iteration 17Q: 3 clusters Score -331107.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -331114.812500 Penalty: 4062.690674
	Iteration 18Q: 3 clusters Score -331114.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -331123.812500 Penalty: 4062.690674
	Iteration 19Q: 3 clusters Score -331123.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -331134.125000 Penalty: 4062.690674
	Iteration 20F: 3 clusters Score -331134.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -331144.312500 Penalty: 4062.690674
	Iteration 21Q: 3 clusters Score -331144.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -331161.656250 Penalty: 4062.690674
	Iteration 22Q: 3 clusters Score -331161.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -331181.906250 Penalty: 4062.690674
	Iteration 23Q: 3 clusters Score -331181.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -331205.500000 Penalty: 4062.690674
	Iteration 24Q: 3 clusters Score -331205.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -331233.000000 Penalty: 4062.690674
	Iteration 25Q: 3 clusters Score -331233 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -331267.156250 Penalty: 4062.690674
	Iteration 26Q: 3 clusters Score -331267.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -331292.625000 Penalty: 4062.690674
	Iteration 27Q: 3 clusters Score -331292.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -331324.281250 Penalty: 4062.690674
	Iteration 28Q: 3 clusters Score -331324.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -331355.343750 Penalty: 4062.690674
	Iteration 29Q: 3 clusters Score -331355.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -331384.593750 Penalty: 4062.690674
	Iteration 30Q: 3 clusters Score -331384.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -331407.000000 Penalty: 4062.690674
	Iteration 31Q: 3 clusters Score -331407 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -331425.906250 Penalty: 4062.690674
	Iteration 32Q: 3 clusters Score -331425.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -331439.187500 Penalty: 4062.690674
	Iteration 33Q: 3 clusters Score -331439.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -331448.125000 Penalty: 4062.690674
	Iteration 34Q: 3 clusters Score -331448.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -331457.062500 Penalty: 4062.690674
	Iteration 35Q: 3 clusters Score -331457.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -331464.812500 Penalty: 4062.690674
	Iteration 36Q: 3 clusters Score -331464.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -331470.437500 Penalty: 4062.690674
	Iteration 37Q: 3 clusters Score -331470.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -331475.875000 Penalty: 4062.690674
	Iteration 38Q: 3 clusters Score -331475.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -331482.250000 Penalty: 4062.690674
	Iteration 39Q: 3 clusters Score -331482.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -331485.718750 Penalty: 4062.690674
	Iteration 40F: 3 clusters Score -331485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -331488.593750 Penalty: 4062.690674
	Iteration 41Q: 3 clusters Score -331488.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -331490.343750 Penalty: 4062.690674
	Iteration 42Q: 3 clusters Score -331490.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -331490.593750 Penalty: 4062.690674
	Iteration 43Q: 3 clusters Score -331490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -331492.343750 Penalty: 4062.690674
	Iteration 44Q: 3 clusters Score -331492.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -331494.718750 Penalty: 4062.690674
	Iteration 45Q: 3 clusters Score -331494.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -331495.875000 Penalty: 4062.690674
	Iteration 46Q: 3 clusters Score -331495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -331495.875000 Penalty: 4062.690674
	Iteration 47F: 3 clusters Score -331495.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (232907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232907 members 
Entering Unmasked Estep 
Score: -23352138.000000 Penalty: 3064.881836
	Iteration 0F: 2 clusters Score -2.335214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115871 members 
Mstep: Class 2 contains 117036 members 
Entering Unmasked Estep 
Score: -23201186.000000 Penalty: 6129.763672
	Iteration 0F: 3 clusters Score -2.320119e+07 nChanged 112319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105234 members 
Mstep: Class 2 contains 127673 members 
Entering Unmasked Estep 
Score: -23267894.000000 Penalty: 6129.763672
	Iteration 1F: 3 clusters Score -2.326789e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 135170 members 
Entering Unmasked Estep 
Score: -23270772.000000 Penalty: 6129.763672
	Iteration 2Q: 3 clusters Score -2.327077e+07 nChanged 12045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86224 members 
Mstep: Class 2 contains 146683 members 
Entering Unmasked Estep 
Score: -23276528.000000 Penalty: 6129.763672
	Iteration 3F: 3 clusters Score -2.327653e+07 nChanged 17189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 163712 members 
Entering Unmasked Estep 
Score: -23288018.000000 Penalty: 6129.763672
	Iteration 4F: 3 clusters Score -2.328802e+07 nChanged 22272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 185924 members 
Entering Unmasked Estep 
Score: -23307076.000000 Penalty: 6129.763672
	Iteration 5F: 3 clusters Score -2.330708e+07 nChanged 22714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 208614 members 
Entering Unmasked Estep 
Score: -23327620.000000 Penalty: 6129.763672
	Iteration 6F: 3 clusters Score -2.332762e+07 nChanged 15065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 223665 members 
Entering Unmasked Estep 
Score: -23341230.000000 Penalty: 6129.763672
	Iteration 7F: 3 clusters Score -2.334123e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 229912 members 
Entering Unmasked Estep 
Score: -23346764.000000 Penalty: 6129.763672
	Iteration 8Q: 3 clusters Score -2.334676e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 231830 members 
Entering Unmasked Estep 
Score: -23348480.000000 Penalty: 6129.763672
	Iteration 9Q: 3 clusters Score -2.334848e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 232352 members 
Entering Unmasked Estep 
Score: -23348968.000000 Penalty: 6129.763672
	Iteration 10Q: 3 clusters Score -2.334897e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 232528 members 
Entering Unmasked Estep 
Score: -23349160.000000 Penalty: 6129.763672
	Iteration 11Q: 3 clusters Score -2.334916e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 232582 members 
Entering Unmasked Estep 
Score: -23349296.000000 Penalty: 6129.763672
	Iteration 12Q: 3 clusters Score -2.33493e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 232609 members 
Entering Unmasked Estep 
Score: -23349374.000000 Penalty: 6129.763672
	Iteration 13Q: 3 clusters Score -2.334937e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 232614 members 
Entering Unmasked Estep 
Score: -23349414.000000 Penalty: 6129.763672
	Iteration 14Q: 3 clusters Score -2.334941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 232621 members 
Entering Unmasked Estep 
Score: -23349438.000000 Penalty: 6129.763672
	Iteration 15Q: 3 clusters Score -2.334944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 232624 members 
Entering Unmasked Estep 
Score: -23349480.000000 Penalty: 6129.763672
	Iteration 16Q: 3 clusters Score -2.334948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 232623 members 
Entering Unmasked Estep 
Score: -23349466.000000 Penalty: 6129.763672
	Iteration 17Q: 3 clusters Score -2.334947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 232622 members 
Entering Unmasked Estep 
Score: -23349474.000000 Penalty: 6129.763672
	Iteration 18Q: 3 clusters Score -2.334947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 232622 members 
Entering Unmasked Estep 
Score: -23349474.000000 Penalty: 6129.763672
	Iteration 19F: 3 clusters Score -2.334947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Entering Unmasked Estep 
Score: -894678.687500 Penalty: 2257.510742
	Iteration 0F: 2 clusters Score -894678.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -887645.250000 Penalty: 4515.021484
	Iteration 0F: 3 clusters Score -887645.2 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -889606.312500 Penalty: 4515.021484
	Iteration 1F: 3 clusters Score -889606.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -889858.250000 Penalty: 4515.021484
	Iteration 2F: 3 clusters Score -889858.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -890059.437500 Penalty: 4515.021484
	Iteration 3Q: 3 clusters Score -890059.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -890274.562500 Penalty: 4515.021484
	Iteration 4Q: 3 clusters Score -890274.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -890497.687500 Penalty: 4515.021484
	Iteration 5Q: 3 clusters Score -890497.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -890752.062500 Penalty: 4515.021484
	Iteration 6Q: 3 clusters Score -890752.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -890991.437500 Penalty: 4515.021484
	Iteration 7Q: 3 clusters Score -890991.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -891245.250000 Penalty: 4515.021484
	Iteration 8Q: 3 clusters Score -891245.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -891462.500000 Penalty: 4515.021484
	Iteration 9Q: 3 clusters Score -891462.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -891670.437500 Penalty: 4515.021484
	Iteration 10Q: 3 clusters Score -891670.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -891869.937500 Penalty: 4515.021484
	Iteration 11Q: 3 clusters Score -891869.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -892060.437500 Penalty: 4515.021484
	Iteration 12Q: 3 clusters Score -892060.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -892238.875000 Penalty: 4515.021484
	Iteration 13Q: 3 clusters Score -892238.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -892391.437500 Penalty: 4515.021484
	Iteration 14Q: 3 clusters Score -892391.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -892531.312500 Penalty: 4515.021484
	Iteration 15Q: 3 clusters Score -892531.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -892649.500000 Penalty: 4515.021484
	Iteration 16Q: 3 clusters Score -892649.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -892727.937500 Penalty: 4515.021484
	Iteration 17Q: 3 clusters Score -892727.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -892780.187500 Penalty: 4515.021484
	Iteration 18Q: 3 clusters Score -892780.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -892827.875000 Penalty: 4515.021484
	Iteration 19Q: 3 clusters Score -892827.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -892858.812500 Penalty: 4515.021484
	Iteration 20F: 3 clusters Score -892858.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -892881.437500 Penalty: 4515.021484
	Iteration 21Q: 3 clusters Score -892881.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -892905.125000 Penalty: 4515.021484
	Iteration 22Q: 3 clusters Score -892905.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -892920.562500 Penalty: 4515.021484
	Iteration 23Q: 3 clusters Score -892920.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -892929.687500 Penalty: 4515.021484
	Iteration 24Q: 3 clusters Score -892929.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -892941.250000 Penalty: 4515.021484
	Iteration 25Q: 3 clusters Score -892941.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -892949.625000 Penalty: 4515.021484
	Iteration 26Q: 3 clusters Score -892949.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -892956.625000 Penalty: 4515.021484
	Iteration 27Q: 3 clusters Score -892956.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -892967.625000 Penalty: 4515.021484
	Iteration 28Q: 3 clusters Score -892967.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -892973.500000 Penalty: 4515.021484
	Iteration 29Q: 3 clusters Score -892973.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -892980.750000 Penalty: 4515.021484
	Iteration 30Q: 3 clusters Score -892980.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -892987.875000 Penalty: 4515.021484
	Iteration 31Q: 3 clusters Score -892987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -892994.125000 Penalty: 4515.021484
	Iteration 32Q: 3 clusters Score -892994.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -893001.750000 Penalty: 4515.021484
	Iteration 33Q: 3 clusters Score -893001.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -893008.812500 Penalty: 4515.021484
	Iteration 34Q: 3 clusters Score -893008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -893012.562500 Penalty: 4515.021484
	Iteration 35Q: 3 clusters Score -893012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -893020.875000 Penalty: 4515.021484
	Iteration 36Q: 3 clusters Score -893020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -893022.375000 Penalty: 4515.021484
	Iteration 37Q: 3 clusters Score -893022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -893025.875000 Penalty: 4515.021484
	Iteration 38Q: 3 clusters Score -893025.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -893030.875000 Penalty: 4515.021484
	Iteration 39Q: 3 clusters Score -893030.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -893032.062500 Penalty: 4515.021484
	Iteration 40F: 3 clusters Score -893032.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Entering Unmasked Estep 
Score: -758729.750000 Penalty: 2211.725586
	Iteration 0F: 2 clusters Score -758729.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -752614.875000 Penalty: 4423.451172
	Iteration 0F: 3 clusters Score -752614.9 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -754185.500000 Penalty: 4423.451172
	Iteration 1F: 3 clusters Score -754185.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -754424.312500 Penalty: 4423.451172
	Iteration 2F: 3 clusters Score -754424.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -754562.312500 Penalty: 4423.451172
	Iteration 3Q: 3 clusters Score -754562.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -754661.750000 Penalty: 4423.451172
	Iteration 4Q: 3 clusters Score -754661.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -754746.000000 Penalty: 4423.451172
	Iteration 5Q: 3 clusters Score -754746 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -754809.937500 Penalty: 4423.451172
	Iteration 6Q: 3 clusters Score -754809.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -754855.500000 Penalty: 4423.451172
	Iteration 7Q: 3 clusters Score -754855.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -754892.937500 Penalty: 4423.451172
	Iteration 8Q: 3 clusters Score -754892.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -754929.250000 Penalty: 4423.451172
	Iteration 9Q: 3 clusters Score -754929.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -754972.250000 Penalty: 4423.451172
	Iteration 10Q: 3 clusters Score -754972.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -755026.625000 Penalty: 4423.451172
	Iteration 11Q: 3 clusters Score -755026.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -755072.312500 Penalty: 4423.451172
	Iteration 12Q: 3 clusters Score -755072.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -755118.812500 Penalty: 4423.451172
	Iteration 13Q: 3 clusters Score -755118.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -755158.937500 Penalty: 4423.451172
	Iteration 14Q: 3 clusters Score -755158.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -755201.562500 Penalty: 4423.451172
	Iteration 15Q: 3 clusters Score -755201.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -755247.437500 Penalty: 4423.451172
	Iteration 16Q: 3 clusters Score -755247.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -755290.125000 Penalty: 4423.451172
	Iteration 17Q: 3 clusters Score -755290.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -755342.437500 Penalty: 4423.451172
	Iteration 18Q: 3 clusters Score -755342.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -755402.687500 Penalty: 4423.451172
	Iteration 19Q: 3 clusters Score -755402.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -755463.875000 Penalty: 4423.451172
	Iteration 20F: 3 clusters Score -755463.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -755526.500000 Penalty: 4423.451172
	Iteration 21Q: 3 clusters Score -755526.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -755607.375000 Penalty: 4423.451172
	Iteration 22Q: 3 clusters Score -755607.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -755692.812500 Penalty: 4423.451172
	Iteration 23Q: 3 clusters Score -755692.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -755787.812500 Penalty: 4423.451172
	Iteration 24Q: 3 clusters Score -755787.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -755877.750000 Penalty: 4423.451172
	Iteration 25Q: 3 clusters Score -755877.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -755975.562500 Penalty: 4423.451172
	Iteration 26Q: 3 clusters Score -755975.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -756073.062500 Penalty: 4423.451172
	Iteration 27Q: 3 clusters Score -756073.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -756173.000000 Penalty: 4423.451172
	Iteration 28Q: 3 clusters Score -756173 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -756279.375000 Penalty: 4423.451172
	Iteration 29Q: 3 clusters Score -756279.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -756380.375000 Penalty: 4423.451172
	Iteration 30Q: 3 clusters Score -756380.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -756458.562500 Penalty: 4423.451172
	Iteration 31Q: 3 clusters Score -756458.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -756542.250000 Penalty: 4423.451172
	Iteration 32Q: 3 clusters Score -756542.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -756593.625000 Penalty: 4423.451172
	Iteration 33Q: 3 clusters Score -756593.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -756633.125000 Penalty: 4423.451172
	Iteration 34Q: 3 clusters Score -756633.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -756664.437500 Penalty: 4423.451172
	Iteration 35Q: 3 clusters Score -756664.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -756679.500000 Penalty: 4423.451172
	Iteration 36Q: 3 clusters Score -756679.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -756708.312500 Penalty: 4423.451172
	Iteration 37Q: 3 clusters Score -756708.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -756728.000000 Penalty: 4423.451172
	Iteration 38Q: 3 clusters Score -756728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -756747.750000 Penalty: 4423.451172
	Iteration 39Q: 3 clusters Score -756747.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -756767.312500 Penalty: 4423.451172
	Iteration 40F: 3 clusters Score -756767.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -756786.812500 Penalty: 4423.451172
	Iteration 41Q: 3 clusters Score -756786.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -756805.687500 Penalty: 4423.451172
	Iteration 42Q: 3 clusters Score -756805.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -756815.500000 Penalty: 4423.451172
	Iteration 43Q: 3 clusters Score -756815.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -756823.562500 Penalty: 4423.451172
	Iteration 44Q: 3 clusters Score -756823.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -756834.625000 Penalty: 4423.451172
	Iteration 45Q: 3 clusters Score -756834.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -756839.750000 Penalty: 4423.451172
	Iteration 46Q: 3 clusters Score -756839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -756842.062500 Penalty: 4423.451172
	Iteration 47Q: 3 clusters Score -756842.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -756842.062500 Penalty: 4423.451172
	Iteration 48F: 3 clusters Score -756842.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Entering Unmasked Estep 
Score: -1539617.625000 Penalty: 2384.537842
	Iteration 0F: 2 clusters Score -1539618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1528775.375000 Penalty: 4769.075684
	Iteration 0F: 3 clusters Score -1528775 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1532152.875000 Penalty: 4769.075684
	Iteration 1F: 3 clusters Score -1532153 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1532461.375000 Penalty: 4769.075684
	Iteration 2F: 3 clusters Score -1532461 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1532693.375000 Penalty: 4769.075684
	Iteration 3Q: 3 clusters Score -1532693 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1532906.750000 Penalty: 4769.075684
	Iteration 4Q: 3 clusters Score -1532907 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1533094.375000 Penalty: 4769.075684
	Iteration 5Q: 3 clusters Score -1533094 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1533291.625000 Penalty: 4769.075684
	Iteration 6Q: 3 clusters Score -1533292 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1533532.500000 Penalty: 4769.075684
	Iteration 7Q: 3 clusters Score -1533532 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1533802.000000 Penalty: 4769.075684
	Iteration 8Q: 3 clusters Score -1533802 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1534120.125000 Penalty: 4769.075684
	Iteration 9Q: 3 clusters Score -1534120 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1534520.375000 Penalty: 4769.075684
	Iteration 10Q: 3 clusters Score -1534520 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1534951.375000 Penalty: 4769.075684
	Iteration 11Q: 3 clusters Score -1534951 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1535363.750000 Penalty: 4769.075684
	Iteration 12Q: 3 clusters Score -1535364 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1535764.625000 Penalty: 4769.075684
	Iteration 13Q: 3 clusters Score -1535765 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1536160.125000 Penalty: 4769.075684
	Iteration 14Q: 3 clusters Score -1536160 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1536475.500000 Penalty: 4769.075684
	Iteration 15Q: 3 clusters Score -1536476 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1536701.375000 Penalty: 4769.075684
	Iteration 16Q: 3 clusters Score -1536701 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1536889.250000 Penalty: 4769.075684
	Iteration 17Q: 3 clusters Score -1536889 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1537024.125000 Penalty: 4769.075684
	Iteration 18Q: 3 clusters Score -1537024 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1537101.750000 Penalty: 4769.075684
	Iteration 19Q: 3 clusters Score -1537102 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1537174.625000 Penalty: 4769.075684
	Iteration 20F: 3 clusters Score -1537175 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1537235.500000 Penalty: 4769.075684
	Iteration 21Q: 3 clusters Score -1537236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1537278.500000 Penalty: 4769.075684
	Iteration 22Q: 3 clusters Score -1537278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1537316.625000 Penalty: 4769.075684
	Iteration 23Q: 3 clusters Score -1537317 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1537351.125000 Penalty: 4769.075684
	Iteration 24Q: 3 clusters Score -1537351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1537385.000000 Penalty: 4769.075684
	Iteration 25Q: 3 clusters Score -1537385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1537409.125000 Penalty: 4769.075684
	Iteration 26Q: 3 clusters Score -1537409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1537429.625000 Penalty: 4769.075684
	Iteration 27Q: 3 clusters Score -1537430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1537448.125000 Penalty: 4769.075684
	Iteration 28Q: 3 clusters Score -1537448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1537458.125000 Penalty: 4769.075684
	Iteration 29Q: 3 clusters Score -1537458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1537465.000000 Penalty: 4769.075684
	Iteration 30Q: 3 clusters Score -1537465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1537475.500000 Penalty: 4769.075684
	Iteration 31Q: 3 clusters Score -1537476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1537483.625000 Penalty: 4769.075684
	Iteration 32Q: 3 clusters Score -1537484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1537491.500000 Penalty: 4769.075684
	Iteration 33Q: 3 clusters Score -1537492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1537495.500000 Penalty: 4769.075684
	Iteration 34Q: 3 clusters Score -1537496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1537500.375000 Penalty: 4769.075684
	Iteration 35Q: 3 clusters Score -1537500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1537503.750000 Penalty: 4769.075684
	Iteration 36Q: 3 clusters Score -1537504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1537513.750000 Penalty: 4769.075684
	Iteration 37Q: 3 clusters Score -1537514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1537519.250000 Penalty: 4769.075684
	Iteration 38Q: 3 clusters Score -1537519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1537523.000000 Penalty: 4769.075684
	Iteration 39Q: 3 clusters Score -1537523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1537527.625000 Penalty: 4769.075684
	Iteration 40F: 3 clusters Score -1537528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1537532.625000 Penalty: 4769.075684
	Iteration 41Q: 3 clusters Score -1537533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1537533.125000 Penalty: 4769.075684
	Iteration 42Q: 3 clusters Score -1537533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1537534.750000 Penalty: 4769.075684
	Iteration 43Q: 3 clusters Score -1537535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1537534.750000 Penalty: 4769.075684
	Iteration 44F: 3 clusters Score -1537535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Entering Unmasked Estep 
Score: -465518.656250 Penalty: 2107.809814
	Iteration 0F: 2 clusters Score -465518.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -461062.906250 Penalty: 4215.619629
	Iteration 0F: 3 clusters Score -461062.9 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -462157.625000 Penalty: 4215.619629
	Iteration 1F: 3 clusters Score -462157.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -462451.687500 Penalty: 4215.619629
	Iteration 2F: 3 clusters Score -462451.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -462712.656250 Penalty: 4215.619629
	Iteration 3F: 3 clusters Score -462712.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -462990.000000 Penalty: 4215.619629
	Iteration 4F: 3 clusters Score -462990 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -463306.656250 Penalty: 4215.619629
	Iteration 5F: 3 clusters Score -463306.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -463668.375000 Penalty: 4215.619629
	Iteration 6F: 3 clusters Score -463668.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -463992.593750 Penalty: 4215.619629
	Iteration 7F: 3 clusters Score -463992.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -464195.375000 Penalty: 4215.619629
	Iteration 8Q: 3 clusters Score -464195.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -464311.531250 Penalty: 4215.619629
	Iteration 9Q: 3 clusters Score -464311.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -464376.531250 Penalty: 4215.619629
	Iteration 10Q: 3 clusters Score -464376.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -464418.468750 Penalty: 4215.619629
	Iteration 11Q: 3 clusters Score -464418.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -464445.406250 Penalty: 4215.619629
	Iteration 12Q: 3 clusters Score -464445.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -464469.750000 Penalty: 4215.619629
	Iteration 13Q: 3 clusters Score -464469.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -464494.156250 Penalty: 4215.619629
	Iteration 14Q: 3 clusters Score -464494.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -464512.812500 Penalty: 4215.619629
	Iteration 15Q: 3 clusters Score -464512.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -464526.218750 Penalty: 4215.619629
	Iteration 16Q: 3 clusters Score -464526.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -464536.593750 Penalty: 4215.619629
	Iteration 17Q: 3 clusters Score -464536.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -464544.281250 Penalty: 4215.619629
	Iteration 18Q: 3 clusters Score -464544.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -464551.437500 Penalty: 4215.619629
	Iteration 19Q: 3 clusters Score -464551.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -464562.437500 Penalty: 4215.619629
	Iteration 20F: 3 clusters Score -464562.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -464576.531250 Penalty: 4215.619629
	Iteration 21Q: 3 clusters Score -464576.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -464585.406250 Penalty: 4215.619629
	Iteration 22Q: 3 clusters Score -464585.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -464598.093750 Penalty: 4215.619629
	Iteration 23Q: 3 clusters Score -464598.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -464612.125000 Penalty: 4215.619629
	Iteration 24Q: 3 clusters Score -464612.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -464623.500000 Penalty: 4215.619629
	Iteration 25Q: 3 clusters Score -464623.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -464632.343750 Penalty: 4215.619629
	Iteration 26Q: 3 clusters Score -464632.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -464638.093750 Penalty: 4215.619629
	Iteration 27Q: 3 clusters Score -464638.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -464643.906250 Penalty: 4215.619629
	Iteration 28Q: 3 clusters Score -464643.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -464648.875000 Penalty: 4215.619629
	Iteration 29Q: 3 clusters Score -464648.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -464652.718750 Penalty: 4215.619629
	Iteration 30Q: 3 clusters Score -464652.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -464655.656250 Penalty: 4215.619629
	Iteration 31Q: 3 clusters Score -464655.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -464658.968750 Penalty: 4215.619629
	Iteration 32Q: 3 clusters Score -464659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -464662.406250 Penalty: 4215.619629
	Iteration 33Q: 3 clusters Score -464662.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -464665.781250 Penalty: 4215.619629
	Iteration 34Q: 3 clusters Score -464665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -464666.781250 Penalty: 4215.619629
	Iteration 35Q: 3 clusters Score -464666.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -464670.406250 Penalty: 4215.619629
	Iteration 36Q: 3 clusters Score -464670.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -464675.343750 Penalty: 4215.619629
	Iteration 37Q: 3 clusters Score -464675.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -464677.093750 Penalty: 4215.619629
	Iteration 38Q: 3 clusters Score -464677.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -464679.343750 Penalty: 4215.619629
	Iteration 39Q: 3 clusters Score -464679.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -464682.843750 Penalty: 4215.619629
	Iteration 40F: 3 clusters Score -464682.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -464683.406250 Penalty: 4215.619629
	Iteration 41Q: 3 clusters Score -464683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -464683.031250 Penalty: 4215.619629
	Iteration 42Q: 3 clusters Score -464683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -464683.687500 Penalty: 4215.619629
	Iteration 43Q: 3 clusters Score -464683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -464684.281250 Penalty: 4215.619629
	Iteration 44Q: 3 clusters Score -464684.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -464685.125000 Penalty: 4215.619629
	Iteration 45Q: 3 clusters Score -464685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -464687.656250 Penalty: 4215.619629
	Iteration 46Q: 3 clusters Score -464687.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -464688.218750 Penalty: 4215.619629
	Iteration 47Q: 3 clusters Score -464688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -464688.718750 Penalty: 4215.619629
	Iteration 48Q: 3 clusters Score -464688.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -464688.718750 Penalty: 4215.619629
	Iteration 49F: 3 clusters Score -464688.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (70930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Entering Unmasked Estep 
Score: -7198549.500000 Penalty: 2770.023438
	Iteration 0F: 2 clusters Score -7198550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -7150879.500000 Penalty: 5540.046875
	Iteration 0F: 3 clusters Score -7150880 nChanged 33182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -7169671.000000 Penalty: 5540.046875
	Iteration 1F: 3 clusters Score -7169671 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -7170369.500000 Penalty: 5540.046875
	Iteration 2Q: 3 clusters Score -7170370 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -7171040.000000 Penalty: 5540.046875
	Iteration 3Q: 3 clusters Score -7171040 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -7171878.000000 Penalty: 5540.046875
	Iteration 4Q: 3 clusters Score -7171878 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -7172905.000000 Penalty: 5540.046875
	Iteration 5Q: 3 clusters Score -7172905 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -7174266.000000 Penalty: 5540.046875
	Iteration 6Q: 3 clusters Score -7174266 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -7175875.500000 Penalty: 5540.046875
	Iteration 7Q: 3 clusters Score -7175876 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -7177728.000000 Penalty: 5540.046875
	Iteration 8Q: 3 clusters Score -7177728 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -7179958.000000 Penalty: 5540.046875
	Iteration 9F: 3 clusters Score -7179958 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -7182337.000000 Penalty: 5540.046875
	Iteration 10F: 3 clusters Score -7182337 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -7184453.500000 Penalty: 5540.046875
	Iteration 11F: 3 clusters Score -7184454 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -7185956.500000 Penalty: 5540.046875
	Iteration 12Q: 3 clusters Score -7185956 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -7186781.500000 Penalty: 5540.046875
	Iteration 13Q: 3 clusters Score -7186782 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -7187177.000000 Penalty: 5540.046875
	Iteration 14Q: 3 clusters Score -7187177 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -7187431.000000 Penalty: 5540.046875
	Iteration 15Q: 3 clusters Score -7187431 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -7187571.500000 Penalty: 5540.046875
	Iteration 16Q: 3 clusters Score -7187572 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -7187715.000000 Penalty: 5540.046875
	Iteration 17Q: 3 clusters Score -7187715 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -7187868.000000 Penalty: 5540.046875
	Iteration 18Q: 3 clusters Score -7187868 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -7187984.500000 Penalty: 5540.046875
	Iteration 19Q: 3 clusters Score -7187984 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -7188139.000000 Penalty: 5540.046875
	Iteration 20F: 3 clusters Score -7188139 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -7188277.000000 Penalty: 5540.046875
	Iteration 21Q: 3 clusters Score -7188277 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -7188403.000000 Penalty: 5540.046875
	Iteration 22Q: 3 clusters Score -7188403 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -7188530.000000 Penalty: 5540.046875
	Iteration 23Q: 3 clusters Score -7188530 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -7188644.500000 Penalty: 5540.046875
	Iteration 24Q: 3 clusters Score -7188644 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -7188761.000000 Penalty: 5540.046875
	Iteration 25Q: 3 clusters Score -7188761 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -7188898.500000 Penalty: 5540.046875
	Iteration 26Q: 3 clusters Score -7188898 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -7189030.000000 Penalty: 5540.046875
	Iteration 27Q: 3 clusters Score -7189030 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -7189160.000000 Penalty: 5540.046875
	Iteration 28Q: 3 clusters Score -7189160 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -7189320.000000 Penalty: 5540.046875
	Iteration 29Q: 3 clusters Score -7189320 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -7189481.000000 Penalty: 5540.046875
	Iteration 30Q: 3 clusters Score -7189481 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -7189644.500000 Penalty: 5540.046875
	Iteration 31Q: 3 clusters Score -7189644 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -7189821.000000 Penalty: 5540.046875
	Iteration 32Q: 3 clusters Score -7189821 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -7189991.000000 Penalty: 5540.046875
	Iteration 33Q: 3 clusters Score -7189991 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 54766 members 
Entering Unmasked Estep 
Score: -7190219.000000 Penalty: 5540.046875
	Iteration 34Q: 3 clusters Score -7190219 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -7190468.000000 Penalty: 5540.046875
	Iteration 35Q: 3 clusters Score -7190468 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -7190741.500000 Penalty: 5540.046875
	Iteration 36Q: 3 clusters Score -7190742 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -7191045.500000 Penalty: 5540.046875
	Iteration 37Q: 3 clusters Score -7191046 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -7191420.500000 Penalty: 5540.046875
	Iteration 38Q: 3 clusters Score -7191420 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -7191812.000000 Penalty: 5540.046875
	Iteration 39Q: 3 clusters Score -7191812 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -7192193.000000 Penalty: 5540.046875
	Iteration 40F: 3 clusters Score -7192193 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -7192621.000000 Penalty: 5540.046875
	Iteration 41Q: 3 clusters Score -7192621 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -7193054.500000 Penalty: 5540.046875
	Iteration 42Q: 3 clusters Score -7193054 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -7193446.500000 Penalty: 5540.046875
	Iteration 43Q: 3 clusters Score -7193446 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -7193959.500000 Penalty: 5540.046875
	Iteration 44Q: 3 clusters Score -7193960 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -7194366.000000 Penalty: 5540.046875
	Iteration 45Q: 3 clusters Score -7194366 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -7194717.500000 Penalty: 5540.046875
	Iteration 46Q: 3 clusters Score -7194718 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -7194990.000000 Penalty: 5540.046875
	Iteration 47Q: 3 clusters Score -7194990 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -7195244.000000 Penalty: 5540.046875
	Iteration 48Q: 3 clusters Score -7195244 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -7195456.000000 Penalty: 5540.046875
	Iteration 49Q: 3 clusters Score -7195456 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -7195657.500000 Penalty: 5540.046875
	Iteration 50Q: 3 clusters Score -7195658 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 68028 members 
Entering Unmasked Estep 
Score: -7195839.000000 Penalty: 5540.046875
	Iteration 51Q: 3 clusters Score -7195839 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 68312 members 
Entering Unmasked Estep 
Score: -7195965.000000 Penalty: 5540.046875
	Iteration 52Q: 3 clusters Score -7195965 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -7196061.000000 Penalty: 5540.046875
	Iteration 53Q: 3 clusters Score -7196061 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -7196120.000000 Penalty: 5540.046875
	Iteration 54Q: 3 clusters Score -7196120 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -7196193.500000 Penalty: 5540.046875
	Iteration 55Q: 3 clusters Score -7196194 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -7196263.500000 Penalty: 5540.046875
	Iteration 56Q: 3 clusters Score -7196264 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -7196295.000000 Penalty: 5540.046875
	Iteration 57Q: 3 clusters Score -7196295 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -7196344.000000 Penalty: 5540.046875
	Iteration 58Q: 3 clusters Score -7196344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
Score: -7196365.000000 Penalty: 5540.046875
	Iteration 59Q: 3 clusters Score -7196365 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -7196393.500000 Penalty: 5540.046875
	Iteration 60F: 3 clusters Score -7196394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 69305 members 
Entering Unmasked Estep 
Score: -7196404.000000 Penalty: 5540.046875
	Iteration 61Q: 3 clusters Score -7196404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -7196400.500000 Penalty: 5540.046875
	Iteration 62Q: 3 clusters Score -7196400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 69355 members 
Entering Unmasked Estep 
Score: -7196414.000000 Penalty: 5540.046875
	Iteration 63Q: 3 clusters Score -7196414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -7196435.000000 Penalty: 5540.046875
	Iteration 64Q: 3 clusters Score -7196435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -7196424.500000 Penalty: 5540.046875
	Iteration 65Q: 3 clusters Score -7196424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 69387 members 
Entering Unmasked Estep 
Score: -7196431.000000 Penalty: 5540.046875
	Iteration 66Q: 3 clusters Score -7196431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -7196432.000000 Penalty: 5540.046875
	Iteration 67Q: 3 clusters Score -7196432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 69406 members 
Entering Unmasked Estep 
Score: -7196438.000000 Penalty: 5540.046875
	Iteration 68Q: 3 clusters Score -7196438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -7196438.000000 Penalty: 5540.046875
	Iteration 69Q: 3 clusters Score -7196438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 69417 members 
Entering Unmasked Estep 
Score: -7196440.000000 Penalty: 5540.046875
	Iteration 70Q: 3 clusters Score -7196440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -7196441.000000 Penalty: 5540.046875
	Iteration 71Q: 3 clusters Score -7196441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -7196432.500000 Penalty: 5540.046875
	Iteration 72Q: 3 clusters Score -7196432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -7196432.500000 Penalty: 5540.046875
	Iteration 73Q: 3 clusters Score -7196432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -7196438.000000 Penalty: 5540.046875
	Iteration 74Q: 3 clusters Score -7196438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -7196435.500000 Penalty: 5540.046875
	Iteration 75Q: 3 clusters Score -7196436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -7196445.500000 Penalty: 5540.046875
	Iteration 76Q: 3 clusters Score -7196446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -7196443.000000 Penalty: 5540.046875
	Iteration 77Q: 3 clusters Score -7196443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
Score: -7196438.000000 Penalty: 5540.046875
	Iteration 78Q: 3 clusters Score -7196438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -7196441.500000 Penalty: 5540.046875
	Iteration 79Q: 3 clusters Score -7196442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -7196447.000000 Penalty: 5540.046875
	Iteration 80F: 3 clusters Score -7196447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -7196447.500000 Penalty: 5540.046875
	Iteration 81Q: 3 clusters Score -7196448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -7196455.500000 Penalty: 5540.046875
	Iteration 82Q: 3 clusters Score -7196456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -7196459.500000 Penalty: 5540.046875
	Iteration 83Q: 3 clusters Score -7196460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -7196476.000000 Penalty: 5540.046875
	Iteration 84Q: 3 clusters Score -7196476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -7196472.500000 Penalty: 5540.046875
	Iteration 85Q: 3 clusters Score -7196472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -7196477.500000 Penalty: 5540.046875
	Iteration 86Q: 3 clusters Score -7196478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -7196475.500000 Penalty: 5540.046875
	Iteration 87Q: 3 clusters Score -7196476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -7196486.000000 Penalty: 5540.046875
	Iteration 88Q: 3 clusters Score -7196486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
Score: -7196487.500000 Penalty: 5540.046875
	Iteration 89Q: 3 clusters Score -7196488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -7196495.000000 Penalty: 5540.046875
	Iteration 90Q: 3 clusters Score -7196495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -7196492.000000 Penalty: 5540.046875
	Iteration 91Q: 3 clusters Score -7196492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -7196489.000000 Penalty: 5540.046875
	Iteration 92Q: 3 clusters Score -7196489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 69529 members 
Entering Unmasked Estep 
Score: -7196494.500000 Penalty: 5540.046875
	Iteration 93Q: 3 clusters Score -7196494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 69537 members 
Entering Unmasked Estep 
Score: -7196487.500000 Penalty: 5540.046875
	Iteration 94Q: 3 clusters Score -7196488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 69545 members 
Entering Unmasked Estep 
Score: -7196489.000000 Penalty: 5540.046875
	Iteration 95Q: 3 clusters Score -7196489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 69550 members 
Entering Unmasked Estep 
Score: -7196497.000000 Penalty: 5540.046875
	Iteration 96Q: 3 clusters Score -7196497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 69557 members 
Entering Unmasked Estep 
Score: -7196495.500000 Penalty: 5540.046875
	Iteration 97Q: 3 clusters Score -7196496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
Score: -7196497.500000 Penalty: 5540.046875
	Iteration 98Q: 3 clusters Score -7196498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 69564 members 
Entering Unmasked Estep 
Score: -7196497.500000 Penalty: 5540.046875
	Iteration 99Q: 3 clusters Score -7196498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -7196505.000000 Penalty: 5540.046875
	Iteration 100F: 3 clusters Score -7196505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 69566 members 
Entering Unmasked Estep 
Score: -7196505.000000 Penalty: 5540.046875
	Iteration 101Q: 3 clusters Score -7196505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -7196503.000000 Penalty: 5540.046875
	Iteration 102Q: 3 clusters Score -7196503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -7196503.000000 Penalty: 5540.046875
	Iteration 103F: 3 clusters Score -7196503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -187817.812500 Penalty: 1883.406616
	Iteration 0F: 2 clusters Score -187817.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -185202.500000 Penalty: 3766.813232
	Iteration 0F: 3 clusters Score -185202.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -185717.140625 Penalty: 3766.813232
	Iteration 1F: 3 clusters Score -185717.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -185868.125000 Penalty: 3766.813232
	Iteration 2F: 3 clusters Score -185868.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -185973.265625 Penalty: 3766.813232
	Iteration 3Q: 3 clusters Score -185973.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -186049.906250 Penalty: 3766.813232
	Iteration 4Q: 3 clusters Score -186049.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -186104.500000 Penalty: 3766.813232
	Iteration 5Q: 3 clusters Score -186104.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -186142.953125 Penalty: 3766.813232
	Iteration 6Q: 3 clusters Score -186143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -186176.328125 Penalty: 3766.813232
	Iteration 7Q: 3 clusters Score -186176.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -186208.375000 Penalty: 3766.813232
	Iteration 8Q: 3 clusters Score -186208.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -186242.375000 Penalty: 3766.813232
	Iteration 9Q: 3 clusters Score -186242.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -186277.796875 Penalty: 3766.813232
	Iteration 10Q: 3 clusters Score -186277.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -186309.546875 Penalty: 3766.813232
	Iteration 11Q: 3 clusters Score -186309.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -186329.140625 Penalty: 3766.813232
	Iteration 12Q: 3 clusters Score -186329.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -186346.078125 Penalty: 3766.813232
	Iteration 13Q: 3 clusters Score -186346.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -186353.062500 Penalty: 3766.813232
	Iteration 14Q: 3 clusters Score -186353.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -186367.046875 Penalty: 3766.813232
	Iteration 15Q: 3 clusters Score -186367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -186383.234375 Penalty: 3766.813232
	Iteration 16Q: 3 clusters Score -186383.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -186404.015625 Penalty: 3766.813232
	Iteration 17Q: 3 clusters Score -186404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -186428.359375 Penalty: 3766.813232
	Iteration 18Q: 3 clusters Score -186428.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -186449.515625 Penalty: 3766.813232
	Iteration 19Q: 3 clusters Score -186449.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -186474.828125 Penalty: 3766.813232
	Iteration 20F: 3 clusters Score -186474.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -186514.218750 Penalty: 3766.813232
	Iteration 21Q: 3 clusters Score -186514.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -186554.875000 Penalty: 3766.813232
	Iteration 22Q: 3 clusters Score -186554.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -186632.390625 Penalty: 3766.813232
	Iteration 23Q: 3 clusters Score -186632.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -186720.640625 Penalty: 3766.813232
	Iteration 24Q: 3 clusters Score -186720.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -186775.328125 Penalty: 3766.813232
	Iteration 25Q: 3 clusters Score -186775.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -186804.656250 Penalty: 3766.813232
	Iteration 26Q: 3 clusters Score -186804.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -186818.750000 Penalty: 3766.813232
	Iteration 27Q: 3 clusters Score -186818.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -186828.062500 Penalty: 3766.813232
	Iteration 28Q: 3 clusters Score -186828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -186831.062500 Penalty: 3766.813232
	Iteration 29Q: 3 clusters Score -186831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -186835.921875 Penalty: 3766.813232
	Iteration 30Q: 3 clusters Score -186835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -186838.171875 Penalty: 3766.813232
	Iteration 31Q: 3 clusters Score -186838.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -186847.578125 Penalty: 3766.813232
	Iteration 32Q: 3 clusters Score -186847.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -186854.859375 Penalty: 3766.813232
	Iteration 33Q: 3 clusters Score -186854.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -186860.359375 Penalty: 3766.813232
	Iteration 34Q: 3 clusters Score -186860.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -186870.187500 Penalty: 3766.813232
	Iteration 35Q: 3 clusters Score -186870.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -186879.468750 Penalty: 3766.813232
	Iteration 36Q: 3 clusters Score -186879.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -186888.796875 Penalty: 3766.813232
	Iteration 37Q: 3 clusters Score -186888.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -186895.000000 Penalty: 3766.813232
	Iteration 38Q: 3 clusters Score -186895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -186899.671875 Penalty: 3766.813232
	Iteration 39Q: 3 clusters Score -186899.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -186901.968750 Penalty: 3766.813232
	Iteration 40F: 3 clusters Score -186902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -186904.671875 Penalty: 3766.813232
	Iteration 41Q: 3 clusters Score -186904.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -186911.218750 Penalty: 3766.813232
	Iteration 42Q: 3 clusters Score -186911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -186914.578125 Penalty: 3766.813232
	Iteration 43Q: 3 clusters Score -186914.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -186918.812500 Penalty: 3766.813232
	Iteration 44Q: 3 clusters Score -186918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -186919.625000 Penalty: 3766.813232
	Iteration 45Q: 3 clusters Score -186919.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -186920.687500 Penalty: 3766.813232
	Iteration 46Q: 3 clusters Score -186920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -186920.687500 Penalty: 3766.813232
	Iteration 47F: 3 clusters Score -186920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Entering Unmasked Estep 
Score: -439263.687500 Penalty: 2085.472412
	Iteration 0F: 2 clusters Score -439263.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -435124.000000 Penalty: 4170.944824
	Iteration 0F: 3 clusters Score -435124 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -436041.906250 Penalty: 4170.944824
	Iteration 1F: 3 clusters Score -436041.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -436234.812500 Penalty: 4170.944824
	Iteration 2F: 3 clusters Score -436234.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -436393.937500 Penalty: 4170.944824
	Iteration 3F: 3 clusters Score -436393.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -436575.312500 Penalty: 4170.944824
	Iteration 4Q: 3 clusters Score -436575.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -436819.468750 Penalty: 4170.944824
	Iteration 5Q: 3 clusters Score -436819.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -437107.937500 Penalty: 4170.944824
	Iteration 6F: 3 clusters Score -437107.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -437380.906250 Penalty: 4170.944824
	Iteration 7F: 3 clusters Score -437380.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -437617.093750 Penalty: 4170.944824
	Iteration 8F: 3 clusters Score -437617.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -437789.375000 Penalty: 4170.944824
	Iteration 9Q: 3 clusters Score -437789.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -437889.343750 Penalty: 4170.944824
	Iteration 10Q: 3 clusters Score -437889.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -437956.906250 Penalty: 4170.944824
	Iteration 11Q: 3 clusters Score -437956.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -438002.781250 Penalty: 4170.944824
	Iteration 12Q: 3 clusters Score -438002.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -438029.531250 Penalty: 4170.944824
	Iteration 13Q: 3 clusters Score -438029.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -438045.500000 Penalty: 4170.944824
	Iteration 14Q: 3 clusters Score -438045.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -438059.250000 Penalty: 4170.944824
	Iteration 15Q: 3 clusters Score -438059.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -438069.281250 Penalty: 4170.944824
	Iteration 16Q: 3 clusters Score -438069.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -438077.406250 Penalty: 4170.944824
	Iteration 17Q: 3 clusters Score -438077.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -438084.562500 Penalty: 4170.944824
	Iteration 18Q: 3 clusters Score -438084.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -438087.875000 Penalty: 4170.944824
	Iteration 19Q: 3 clusters Score -438087.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -438091.000000 Penalty: 4170.944824
	Iteration 20F: 3 clusters Score -438091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -438092.718750 Penalty: 4170.944824
	Iteration 21Q: 3 clusters Score -438092.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -438095.781250 Penalty: 4170.944824
	Iteration 22Q: 3 clusters Score -438095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -438097.406250 Penalty: 4170.944824
	Iteration 23Q: 3 clusters Score -438097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -438098.500000 Penalty: 4170.944824
	Iteration 24Q: 3 clusters Score -438098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -438100.718750 Penalty: 4170.944824
	Iteration 25Q: 3 clusters Score -438100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -438100.718750 Penalty: 4170.944824
	Iteration 26F: 3 clusters Score -438100.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Entering Unmasked Estep 
Score: -636879.500000 Penalty: 2216.299561
	Iteration 0F: 2 clusters Score -636879.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -630813.062500 Penalty: 4432.599121
	Iteration 0F: 3 clusters Score -630813.1 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -632767.875000 Penalty: 4432.599121
	Iteration 1F: 3 clusters Score -632767.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -633475.687500 Penalty: 4432.599121
	Iteration 2F: 3 clusters Score -633475.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -634171.937500 Penalty: 4432.599121
	Iteration 3F: 3 clusters Score -634171.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -634780.375000 Penalty: 4432.599121
	Iteration 4F: 3 clusters Score -634780.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -635221.125000 Penalty: 4432.599121
	Iteration 5F: 3 clusters Score -635221.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -635564.187500 Penalty: 4432.599121
	Iteration 6F: 3 clusters Score -635564.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -635825.250000 Penalty: 4432.599121
	Iteration 7Q: 3 clusters Score -635825.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -636051.062500 Penalty: 4432.599121
	Iteration 8Q: 3 clusters Score -636051.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -636236.625000 Penalty: 4432.599121
	Iteration 9Q: 3 clusters Score -636236.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -636382.250000 Penalty: 4432.599121
	Iteration 10Q: 3 clusters Score -636382.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -636488.000000 Penalty: 4432.599121
	Iteration 11Q: 3 clusters Score -636488 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -636601.812500 Penalty: 4432.599121
	Iteration 12Q: 3 clusters Score -636601.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -636741.375000 Penalty: 4432.599121
	Iteration 13Q: 3 clusters Score -636741.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -636873.062500 Penalty: 4432.599121
	Iteration 14Q: 3 clusters Score -636873.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -636999.437500 Penalty: 4432.599121
	Iteration 15Q: 3 clusters Score -636999.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -637083.375000 Penalty: 4432.599121
	Iteration 16Q: 3 clusters Score -637083.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -637148.125000 Penalty: 4432.599121
	Iteration 17Q: 3 clusters Score -637148.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -637186.812500 Penalty: 4432.599121
	Iteration 18Q: 3 clusters Score -637186.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -637208.187500 Penalty: 4432.599121
	Iteration 19Q: 3 clusters Score -637208.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -637224.437500 Penalty: 4432.599121
	Iteration 20F: 3 clusters Score -637224.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -637235.562500 Penalty: 4432.599121
	Iteration 21Q: 3 clusters Score -637235.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -637245.000000 Penalty: 4432.599121
	Iteration 22Q: 3 clusters Score -637245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -637258.500000 Penalty: 4432.599121
	Iteration 23Q: 3 clusters Score -637258.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -637266.000000 Penalty: 4432.599121
	Iteration 24Q: 3 clusters Score -637266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -637272.937500 Penalty: 4432.599121
	Iteration 25Q: 3 clusters Score -637272.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -637280.500000 Penalty: 4432.599121
	Iteration 26Q: 3 clusters Score -637280.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -637283.750000 Penalty: 4432.599121
	Iteration 27Q: 3 clusters Score -637283.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -637287.125000 Penalty: 4432.599121
	Iteration 28Q: 3 clusters Score -637287.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -637291.812500 Penalty: 4432.599121
	Iteration 29Q: 3 clusters Score -637291.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -637293.687500 Penalty: 4432.599121
	Iteration 30Q: 3 clusters Score -637293.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -637297.500000 Penalty: 4432.599121
	Iteration 31Q: 3 clusters Score -637297.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -637302.812500 Penalty: 4432.599121
	Iteration 32Q: 3 clusters Score -637302.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -637304.750000 Penalty: 4432.599121
	Iteration 33Q: 3 clusters Score -637304.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -637307.625000 Penalty: 4432.599121
	Iteration 34Q: 3 clusters Score -637307.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -637314.687500 Penalty: 4432.599121
	Iteration 35Q: 3 clusters Score -637314.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -637316.500000 Penalty: 4432.599121
	Iteration 36Q: 3 clusters Score -637316.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -637318.687500 Penalty: 4432.599121
	Iteration 37Q: 3 clusters Score -637318.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -637319.250000 Penalty: 4432.599121
	Iteration 38Q: 3 clusters Score -637319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -637319.500000 Penalty: 4432.599121
	Iteration 39Q: 3 clusters Score -637319.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -637319.500000 Penalty: 4432.599121
	Iteration 40F: 3 clusters Score -637319.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202821 members 
Mstep: Class 2 contains 213615 members 
Mstep: Class 3 contains 16607 members 
Mstep: Class 4 contains 11162 members 
Mstep: Class 5 contains 21318 members 
Mstep: Class 6 contains 64403 members 
Mstep: Class 7 contains 15095 members 
Mstep: Class 8 contains 16988 members 
Mstep: Class 9 contains 41435 members 
Mstep: Class 10 contains 20123 members 
Mstep: Class 11 contains 24190 members 
Mstep: Class 12 contains 24030 members 
Mstep: Class 13 contains 9922 members 
Mstep: Class 14 contains 161733 members 
Mstep: Class 15 contains 47599 members 
Mstep: Class 16 contains 235226 members 
Mstep: Class 17 contains 15725 members 
Mstep: Class 18 contains 24382 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24371 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3608 members 
Mstep: Class 24 contains 232907 members 
Mstep: Class 25 contains 8981 members 
Mstep: Class 26 contains 7467 members 
Mstep: Class 27 contains 14989 members 
Mstep: Class 28 contains 4911 members 
Mstep: Class 29 contains 70930 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 3340 members 
Mstep: Class 33 contains 13250 members 
Mstep: Class 34 contains 42810 members 
Mstep: Class 35 contains 4266 members 
Entering Unmasked Estep 
Score: -157151792.000000 Penalty: 124097.632812
Splitting cluster 32 changes total score from -157153136.000000 to -157151792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (13250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Entering Unmasked Estep 
Score: -1310528.250000 Penalty: 2353.954590
	Iteration 0F: 2 clusters Score -1310528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1300762.625000 Penalty: 4707.909180
	Iteration 0F: 3 clusters Score -1300763 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1303928.875000 Penalty: 4707.909180
	Iteration 1F: 3 clusters Score -1303929 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1304419.875000 Penalty: 4707.909180
	Iteration 2F: 3 clusters Score -1304420 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1304856.500000 Penalty: 4707.909180
	Iteration 3F: 3 clusters Score -1304856 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1305243.250000 Penalty: 4707.909180
	Iteration 4F: 3 clusters Score -1305243 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1305640.500000 Penalty: 4707.909180
	Iteration 5Q: 3 clusters Score -1305640 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1306072.875000 Penalty: 4707.909180
	Iteration 6F: 3 clusters Score -1306073 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1306548.000000 Penalty: 4707.909180
	Iteration 7F: 3 clusters Score -1306548 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1307012.750000 Penalty: 4707.909180
	Iteration 8Q: 3 clusters Score -1307013 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1307472.750000 Penalty: 4707.909180
	Iteration 9Q: 3 clusters Score -1307473 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1307842.375000 Penalty: 4707.909180
	Iteration 10Q: 3 clusters Score -1307842 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1308131.125000 Penalty: 4707.909180
	Iteration 11Q: 3 clusters Score -1308131 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1308394.375000 Penalty: 4707.909180
	Iteration 12Q: 3 clusters Score -1308394 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1308600.875000 Penalty: 4707.909180
	Iteration 13Q: 3 clusters Score -1308601 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1308743.375000 Penalty: 4707.909180
	Iteration 14Q: 3 clusters Score -1308743 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1308834.125000 Penalty: 4707.909180
	Iteration 15Q: 3 clusters Score -1308834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1308897.000000 Penalty: 4707.909180
	Iteration 16Q: 3 clusters Score -1308897 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1308940.625000 Penalty: 4707.909180
	Iteration 17Q: 3 clusters Score -1308941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1308967.375000 Penalty: 4707.909180
	Iteration 18Q: 3 clusters Score -1308967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1308984.875000 Penalty: 4707.909180
	Iteration 19Q: 3 clusters Score -1308985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1308997.625000 Penalty: 4707.909180
	Iteration 20F: 3 clusters Score -1308998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1309010.250000 Penalty: 4707.909180
	Iteration 21Q: 3 clusters Score -1309010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1309017.625000 Penalty: 4707.909180
	Iteration 22Q: 3 clusters Score -1309018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1309023.625000 Penalty: 4707.909180
	Iteration 23Q: 3 clusters Score -1309024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1309025.500000 Penalty: 4707.909180
	Iteration 24Q: 3 clusters Score -1309026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1309029.250000 Penalty: 4707.909180
	Iteration 25Q: 3 clusters Score -1309029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1309031.250000 Penalty: 4707.909180
	Iteration 26Q: 3 clusters Score -1309031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1309031.250000 Penalty: 4707.909180
	Iteration 27F: 3 clusters Score -1309031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (42810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Entering Unmasked Estep 
Score: -4341679.000000 Penalty: 2644.802734
	Iteration 0F: 2 clusters Score -4341679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -4312775.000000 Penalty: 5289.605469
	Iteration 0F: 3 clusters Score -4312775 nChanged 19557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -4323484.000000 Penalty: 5289.605469
	Iteration 1F: 3 clusters Score -4323484 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4323979.500000 Penalty: 5289.605469
	Iteration 2Q: 3 clusters Score -4323980 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -4324408.000000 Penalty: 5289.605469
	Iteration 3Q: 3 clusters Score -4324408 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -4324871.000000 Penalty: 5289.605469
	Iteration 4Q: 3 clusters Score -4324871 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -4325292.000000 Penalty: 5289.605469
	Iteration 5Q: 3 clusters Score -4325292 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -4325835.000000 Penalty: 5289.605469
	Iteration 6Q: 3 clusters Score -4325835 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -4326494.000000 Penalty: 5289.605469
	Iteration 7Q: 3 clusters Score -4326494 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -4327456.000000 Penalty: 5289.605469
	Iteration 8Q: 3 clusters Score -4327456 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -4328805.500000 Penalty: 5289.605469
	Iteration 9F: 3 clusters Score -4328806 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -4330534.500000 Penalty: 5289.605469
	Iteration 10F: 3 clusters Score -4330534 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -4332372.500000 Penalty: 5289.605469
	Iteration 11F: 3 clusters Score -4332372 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -4334068.500000 Penalty: 5289.605469
	Iteration 12Q: 3 clusters Score -4334068 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -4335323.500000 Penalty: 5289.605469
	Iteration 13Q: 3 clusters Score -4335324 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -4336236.000000 Penalty: 5289.605469
	Iteration 14Q: 3 clusters Score -4336236 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4336887.500000 Penalty: 5289.605469
	Iteration 15Q: 3 clusters Score -4336888 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4337414.500000 Penalty: 5289.605469
	Iteration 16Q: 3 clusters Score -4337414 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4337855.500000 Penalty: 5289.605469
	Iteration 17Q: 3 clusters Score -4337856 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4338252.000000 Penalty: 5289.605469
	Iteration 18Q: 3 clusters Score -4338252 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4338582.500000 Penalty: 5289.605469
	Iteration 19Q: 3 clusters Score -4338582 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4338816.500000 Penalty: 5289.605469
	Iteration 20F: 3 clusters Score -4338816 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4338977.500000 Penalty: 5289.605469
	Iteration 21Q: 3 clusters Score -4338978 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4339105.000000 Penalty: 5289.605469
	Iteration 22Q: 3 clusters Score -4339105 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4339187.500000 Penalty: 5289.605469
	Iteration 23Q: 3 clusters Score -4339188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4339234.000000 Penalty: 5289.605469
	Iteration 24Q: 3 clusters Score -4339234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4339269.000000 Penalty: 5289.605469
	Iteration 25Q: 3 clusters Score -4339269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4339297.000000 Penalty: 5289.605469
	Iteration 26Q: 3 clusters Score -4339297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4339311.000000 Penalty: 5289.605469
	Iteration 27Q: 3 clusters Score -4339311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4339329.000000 Penalty: 5289.605469
	Iteration 28Q: 3 clusters Score -4339329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4339339.500000 Penalty: 5289.605469
	Iteration 29Q: 3 clusters Score -4339340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4339347.000000 Penalty: 5289.605469
	Iteration 30Q: 3 clusters Score -4339347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4339356.500000 Penalty: 5289.605469
	Iteration 31Q: 3 clusters Score -4339356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4339358.000000 Penalty: 5289.605469
	Iteration 32Q: 3 clusters Score -4339358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4339368.500000 Penalty: 5289.605469
	Iteration 33Q: 3 clusters Score -4339368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4339371.000000 Penalty: 5289.605469
	Iteration 34Q: 3 clusters Score -4339371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4339374.000000 Penalty: 5289.605469
	Iteration 35Q: 3 clusters Score -4339374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4339375.000000 Penalty: 5289.605469
	Iteration 36Q: 3 clusters Score -4339375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4339377.500000 Penalty: 5289.605469
	Iteration 37Q: 3 clusters Score -4339378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4339379.500000 Penalty: 5289.605469
	Iteration 38Q: 3 clusters Score -4339380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4339379.500000 Penalty: 5289.605469
	Iteration 39F: 3 clusters Score -4339380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202821 members 
Mstep: Class 2 contains 213615 members 
Mstep: Class 3 contains 16607 members 
Mstep: Class 4 contains 11162 members 
Mstep: Class 5 contains 21318 members 
Mstep: Class 6 contains 64403 members 
Mstep: Class 7 contains 15095 members 
Mstep: Class 8 contains 16988 members 
Mstep: Class 9 contains 41435 members 
Mstep: Class 10 contains 20123 members 
Mstep: Class 11 contains 24190 members 
Mstep: Class 12 contains 24030 members 
Mstep: Class 13 contains 9922 members 
Mstep: Class 14 contains 161733 members 
Mstep: Class 15 contains 47599 members 
Mstep: Class 16 contains 235226 members 
Mstep: Class 17 contains 15725 members 
Mstep: Class 18 contains 24382 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24371 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3608 members 
Mstep: Class 24 contains 232907 members 
Mstep: Class 25 contains 8981 members 
Mstep: Class 26 contains 7467 members 
Mstep: Class 27 contains 14989 members 
Mstep: Class 28 contains 4911 members 
Mstep: Class 29 contains 70930 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7606 members 
Mstep: Class 33 contains 13250 members 
Mstep: Class 34 contains 42810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153024.000000 Penalty: 120551.992188
Iteration 159Q: 35 clusters Score -1.57153e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202786 members 
Mstep: Class 2 contains 213625 members 
Mstep: Class 3 contains 16608 members 
Mstep: Class 4 contains 11168 members 
Mstep: Class 5 contains 21311 members 
Mstep: Class 6 contains 64398 members 
Mstep: Class 7 contains 15093 members 
Mstep: Class 8 contains 16995 members 
Mstep: Class 9 contains 41432 members 
Mstep: Class 10 contains 20121 members 
Mstep: Class 11 contains 24203 members 
Mstep: Class 12 contains 24026 members 
Mstep: Class 13 contains 9918 members 
Mstep: Class 14 contains 161738 members 
Mstep: Class 15 contains 47614 members 
Mstep: Class 16 contains 235250 members 
Mstep: Class 17 contains 15720 members 
Mstep: Class 18 contains 24380 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24373 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3607 members 
Mstep: Class 24 contains 232898 members 
Mstep: Class 25 contains 9059 members 
Mstep: Class 26 contains 7467 members 
Mstep: Class 27 contains 14986 members 
Mstep: Class 28 contains 4911 members 
Mstep: Class 29 contains 70919 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7609 members 
Mstep: Class 33 contains 13180 members 
Mstep: Class 34 contains 42808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152992.000000 Penalty: 120551.992188
Iteration 160F: 35 clusters Score -1.57153e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202765 members 
Mstep: Class 2 contains 213639 members 
Mstep: Class 3 contains 16606 members 
Mstep: Class 4 contains 11178 members 
Mstep: Class 5 contains 21307 members 
Mstep: Class 6 contains 64397 members 
Mstep: Class 7 contains 15088 members 
Mstep: Class 8 contains 16995 members 
Mstep: Class 9 contains 41429 members 
Mstep: Class 10 contains 20118 members 
Mstep: Class 11 contains 24216 members 
Mstep: Class 12 contains 24022 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 161746 members 
Mstep: Class 15 contains 47634 members 
Mstep: Class 16 contains 235274 members 
Mstep: Class 17 contains 15704 members 
Mstep: Class 18 contains 24376 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24379 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3608 members 
Mstep: Class 24 contains 232881 members 
Mstep: Class 25 contains 9146 members 
Mstep: Class 26 contains 7467 members 
Mstep: Class 27 contains 14983 members 
Mstep: Class 28 contains 4910 members 
Mstep: Class 29 contains 70904 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7617 members 
Mstep: Class 33 contains 13089 members 
Mstep: Class 34 contains 42813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152976.000000 Penalty: 120551.992188
Iteration 161Q: 35 clusters Score -1.57153e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202742 members 
Mstep: Class 2 contains 213658 members 
Mstep: Class 3 contains 16608 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 5 contains 21301 members 
Mstep: Class 6 contains 64396 members 
Mstep: Class 7 contains 15083 members 
Mstep: Class 8 contains 16996 members 
Mstep: Class 9 contains 41421 members 
Mstep: Class 10 contains 20117 members 
Mstep: Class 11 contains 24231 members 
Mstep: Class 12 contains 24016 members 
Mstep: Class 13 contains 9900 members 
Mstep: Class 14 contains 161753 members 
Mstep: Class 15 contains 47668 members 
Mstep: Class 16 contains 235277 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 24375 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24389 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3608 members 
Mstep: Class 24 contains 232897 members 
Mstep: Class 25 contains 9232 members 
Mstep: Class 26 contains 7466 members 
Mstep: Class 27 contains 14978 members 
Mstep: Class 28 contains 4911 members 
Mstep: Class 29 contains 70889 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7623 members 
Mstep: Class 33 contains 12976 members 
Mstep: Class 34 contains 42817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152832.000000 Penalty: 120551.992188
Iteration 162Q: 35 clusters Score -1.571528e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202721 members 
Mstep: Class 2 contains 213677 members 
Mstep: Class 3 contains 16609 members 
Mstep: Class 4 contains 11196 members 
Mstep: Class 5 contains 21295 members 
Mstep: Class 6 contains 64388 members 
Mstep: Class 7 contains 15079 members 
Mstep: Class 8 contains 16999 members 
Mstep: Class 9 contains 41411 members 
Mstep: Class 10 contains 20116 members 
Mstep: Class 11 contains 24252 members 
Mstep: Class 12 contains 24012 members 
Mstep: Class 13 contains 9901 members 
Mstep: Class 14 contains 161757 members 
Mstep: Class 15 contains 47702 members 
Mstep: Class 16 contains 235278 members 
Mstep: Class 17 contains 15654 members 
Mstep: Class 18 contains 24371 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24402 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3608 members 
Mstep: Class 24 contains 232886 members 
Mstep: Class 25 contains 9319 members 
Mstep: Class 26 contains 7466 members 
Mstep: Class 27 contains 14973 members 
Mstep: Class 28 contains 4911 members 
Mstep: Class 29 contains 70875 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 4490 members 
Mstep: Class 32 contains 7626 members 
Mstep: Class 33 contains 12890 members 
Mstep: Class 34 contains 42827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153008.000000 Penalty: 120551.992188
Iteration 163Q: 35 clusters Score -1.57153e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202688 members 
Mstep: Class 2 contains 213688 members 
Mstep: Class 3 contains 16610 members 
Mstep: Class 4 contains 11205 members 
Mstep: Class 5 contains 21286 members 
Mstep: Class 6 contains 64381 members 
Mstep: Class 7 contains 15080 members 
Mstep: Class 8 contains 17001 members 
Mstep: Class 9 contains 41398 members 
Mstep: Class 10 contains 20114 members 
Mstep: Class 11 contains 24272 members 
Mstep: Class 12 contains 24007 members 
Mstep: Class 13 contains 9892 members 
Mstep: Class 14 contains 161765 members 
Mstep: Class 15 contains 47744 members 
Mstep: Class 16 contains 235299 members 
Mstep: Class 17 contains 15628 members 
Mstep: Class 18 contains 24361 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24402 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 232877 members 
Mstep: Class 25 contains 9410 members 
Mstep: Class 26 contains 7467 members 
Mstep: Class 27 contains 14971 members 
Mstep: Class 28 contains 4912 members 
Mstep: Class 29 contains 70860 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7630 members 
Mstep: Class 33 contains 12812 members 
Mstep: Class 34 contains 42831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152976.000000 Penalty: 120551.992188
Iteration 164Q: 35 clusters Score -1.57153e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202649 members 
Mstep: Class 2 contains 213699 members 
Mstep: Class 3 contains 16609 members 
Mstep: Class 4 contains 11214 members 
Mstep: Class 5 contains 21279 members 
Mstep: Class 6 contains 64373 members 
Mstep: Class 7 contains 15079 members 
Mstep: Class 8 contains 17004 members 
Mstep: Class 9 contains 41390 members 
Mstep: Class 10 contains 20112 members 
Mstep: Class 11 contains 24284 members 
Mstep: Class 12 contains 23995 members 
Mstep: Class 13 contains 9893 members 
Mstep: Class 14 contains 161774 members 
Mstep: Class 15 contains 47808 members 
Mstep: Class 16 contains 235322 members 
Mstep: Class 17 contains 15597 members 
Mstep: Class 18 contains 24353 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24401 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3611 members 
Mstep: Class 24 contains 232856 members 
Mstep: Class 25 contains 9497 members 
Mstep: Class 26 contains 7466 members 
Mstep: Class 27 contains 14968 members 
Mstep: Class 28 contains 4912 members 
Mstep: Class 29 contains 70848 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7638 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 42836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153200.000000 Penalty: 120551.992188
Iteration 165Q: 35 clusters Score -1.571532e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202610 members 
Mstep: Class 2 contains 213713 members 
Mstep: Class 3 contains 16610 members 
Mstep: Class 4 contains 11220 members 
Mstep: Class 5 contains 21268 members 
Mstep: Class 6 contains 64368 members 
Mstep: Class 7 contains 15078 members 
Mstep: Class 8 contains 17007 members 
Mstep: Class 9 contains 41377 members 
Mstep: Class 10 contains 20112 members 
Mstep: Class 11 contains 24308 members 
Mstep: Class 12 contains 23981 members 
Mstep: Class 13 contains 9884 members 
Mstep: Class 14 contains 161788 members 
Mstep: Class 15 contains 47856 members 
Mstep: Class 16 contains 235346 members 
Mstep: Class 17 contains 15552 members 
Mstep: Class 18 contains 24327 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24401 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3610 members 
Mstep: Class 24 contains 232846 members 
Mstep: Class 25 contains 9591 members 
Mstep: Class 26 contains 7467 members 
Mstep: Class 27 contains 14962 members 
Mstep: Class 28 contains 4914 members 
Mstep: Class 29 contains 70837 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7645 members 
Mstep: Class 33 contains 12681 members 
Mstep: Class 34 contains 42840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153376.000000 Penalty: 120551.992188
Iteration 166Q: 35 clusters Score -1.571534e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202590 members 
Mstep: Class 2 contains 213733 members 
Mstep: Class 3 contains 16609 members 
Mstep: Class 4 contains 11229 members 
Mstep: Class 5 contains 21258 members 
Mstep: Class 6 contains 64365 members 
Mstep: Class 7 contains 15076 members 
Mstep: Class 8 contains 17007 members 
Mstep: Class 9 contains 41371 members 
Mstep: Class 10 contains 20110 members 
Mstep: Class 11 contains 24323 members 
Mstep: Class 12 contains 23970 members 
Mstep: Class 13 contains 9887 members 
Mstep: Class 14 contains 161800 members 
Mstep: Class 15 contains 47903 members 
Mstep: Class 16 contains 235366 members 
Mstep: Class 17 contains 15507 members 
Mstep: Class 18 contains 24311 members 
Mstep: Class 19 contains 8349 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24405 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3611 members 
Mstep: Class 24 contains 232827 members 
Mstep: Class 25 contains 9654 members 
Mstep: Class 26 contains 7466 members 
Mstep: Class 27 contains 14954 members 
Mstep: Class 28 contains 4918 members 
Mstep: Class 29 contains 70822 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7650 members 
Mstep: Class 33 contains 12632 members 
Mstep: Class 34 contains 42846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153424.000000 Penalty: 120551.992188
Iteration 167Q: 35 clusters Score -1.571534e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202561 members 
Mstep: Class 2 contains 213755 members 
Mstep: Class 3 contains 16609 members 
Mstep: Class 4 contains 11239 members 
Mstep: Class 5 contains 21251 members 
Mstep: Class 6 contains 64362 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 17008 members 
Mstep: Class 9 contains 41365 members 
Mstep: Class 10 contains 20110 members 
Mstep: Class 11 contains 24339 members 
Mstep: Class 12 contains 23968 members 
Mstep: Class 13 contains 9887 members 
Mstep: Class 14 contains 161810 members 
Mstep: Class 15 contains 47936 members 
Mstep: Class 16 contains 235375 members 
Mstep: Class 17 contains 15463 members 
Mstep: Class 18 contains 24296 members 
Mstep: Class 19 contains 8347 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24406 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3611 members 
Mstep: Class 24 contains 232801 members 
Mstep: Class 25 contains 9705 members 
Mstep: Class 26 contains 7467 members 
Mstep: Class 27 contains 14950 members 
Mstep: Class 28 contains 4918 members 
Mstep: Class 29 contains 70808 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7655 members 
Mstep: Class 33 contains 12623 members 
Mstep: Class 34 contains 42851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153792.000000 Penalty: 120551.992188
Iteration 168Q: 35 clusters Score -1.571538e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202535 members 
Mstep: Class 2 contains 213762 members 
Mstep: Class 3 contains 16608 members 
Mstep: Class 4 contains 11244 members 
Mstep: Class 5 contains 21239 members 
Mstep: Class 6 contains 64359 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 17009 members 
Mstep: Class 9 contains 41360 members 
Mstep: Class 10 contains 20110 members 
Mstep: Class 11 contains 24354 members 
Mstep: Class 12 contains 23969 members 
Mstep: Class 13 contains 9889 members 
Mstep: Class 14 contains 161826 members 
Mstep: Class 15 contains 47971 members 
Mstep: Class 16 contains 235404 members 
Mstep: Class 17 contains 15426 members 
Mstep: Class 18 contains 24287 members 
Mstep: Class 19 contains 8348 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24407 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3612 members 
Mstep: Class 24 contains 232772 members 
Mstep: Class 25 contains 9732 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14949 members 
Mstep: Class 28 contains 4918 members 
Mstep: Class 29 contains 70793 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7661 members 
Mstep: Class 33 contains 12610 members 
Mstep: Class 34 contains 42853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153680.000000 Penalty: 120551.992188
Iteration 169Q: 35 clusters Score -1.571537e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202503 members 
Mstep: Class 2 contains 213779 members 
Mstep: Class 3 contains 16608 members 
Mstep: Class 4 contains 11248 members 
Mstep: Class 5 contains 21230 members 
Mstep: Class 6 contains 64358 members 
Mstep: Class 7 contains 15074 members 
Mstep: Class 8 contains 17010 members 
Mstep: Class 9 contains 41358 members 
Mstep: Class 10 contains 20111 members 
Mstep: Class 11 contains 24373 members 
Mstep: Class 12 contains 23966 members 
Mstep: Class 13 contains 9888 members 
Mstep: Class 14 contains 161837 members 
Mstep: Class 15 contains 48012 members 
Mstep: Class 16 contains 235424 members 
Mstep: Class 17 contains 15393 members 
Mstep: Class 18 contains 24282 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24406 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3612 members 
Mstep: Class 24 contains 232739 members 
Mstep: Class 25 contains 9748 members 
Mstep: Class 26 contains 7470 members 
Mstep: Class 27 contains 14945 members 
Mstep: Class 28 contains 4918 members 
Mstep: Class 29 contains 70783 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7666 members 
Mstep: Class 33 contains 12608 members 
Mstep: Class 34 contains 42854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153664.000000 Penalty: 120551.992188
Iteration 170Q: 35 clusters Score -1.571537e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202470 members 
Mstep: Class 2 contains 213791 members 
Mstep: Class 3 contains 16607 members 
Mstep: Class 4 contains 11251 members 
Mstep: Class 5 contains 21219 members 
Mstep: Class 6 contains 64357 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 17011 members 
Mstep: Class 9 contains 41355 members 
Mstep: Class 10 contains 20110 members 
Mstep: Class 11 contains 24407 members 
Mstep: Class 12 contains 23963 members 
Mstep: Class 13 contains 9882 members 
Mstep: Class 14 contains 161845 members 
Mstep: Class 15 contains 48045 members 
Mstep: Class 16 contains 235448 members 
Mstep: Class 17 contains 15364 members 
Mstep: Class 18 contains 24279 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24406 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3612 members 
Mstep: Class 24 contains 232690 members 
Mstep: Class 25 contains 9760 members 
Mstep: Class 26 contains 7470 members 
Mstep: Class 27 contains 14940 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70781 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7671 members 
Mstep: Class 33 contains 12620 members 
Mstep: Class 34 contains 42859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153728.000000 Penalty: 120551.992188
Iteration 171Q: 35 clusters Score -1.571537e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202430 members 
Mstep: Class 2 contains 213797 members 
Mstep: Class 3 contains 16606 members 
Mstep: Class 4 contains 11252 members 
Mstep: Class 5 contains 21213 members 
Mstep: Class 6 contains 64357 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 17013 members 
Mstep: Class 9 contains 41353 members 
Mstep: Class 10 contains 20109 members 
Mstep: Class 11 contains 24425 members 
Mstep: Class 12 contains 23960 members 
Mstep: Class 13 contains 9886 members 
Mstep: Class 14 contains 161851 members 
Mstep: Class 15 contains 48080 members 
Mstep: Class 16 contains 235469 members 
Mstep: Class 17 contains 15352 members 
Mstep: Class 18 contains 24276 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24407 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3612 members 
Mstep: Class 24 contains 232664 members 
Mstep: Class 25 contains 9764 members 
Mstep: Class 26 contains 7471 members 
Mstep: Class 27 contains 14937 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70776 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7675 members 
Mstep: Class 33 contains 12613 members 
Mstep: Class 34 contains 42865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153840.000000 Penalty: 120551.992188
Iteration 172Q: 35 clusters Score -1.571538e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202394 members 
Mstep: Class 2 contains 213809 members 
Mstep: Class 3 contains 16605 members 
Mstep: Class 4 contains 11250 members 
Mstep: Class 5 contains 21209 members 
Mstep: Class 6 contains 64352 members 
Mstep: Class 7 contains 15074 members 
Mstep: Class 8 contains 17013 members 
Mstep: Class 9 contains 41349 members 
Mstep: Class 10 contains 20106 members 
Mstep: Class 11 contains 24442 members 
Mstep: Class 12 contains 23959 members 
Mstep: Class 13 contains 9892 members 
Mstep: Class 14 contains 161854 members 
Mstep: Class 15 contains 48103 members 
Mstep: Class 16 contains 235485 members 
Mstep: Class 17 contains 15338 members 
Mstep: Class 18 contains 24275 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 24411 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3612 members 
Mstep: Class 24 contains 232650 members 
Mstep: Class 25 contains 9768 members 
Mstep: Class 26 contains 7471 members 
Mstep: Class 27 contains 14935 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70770 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7677 members 
Mstep: Class 33 contains 12612 members 
Mstep: Class 34 contains 42871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153696.000000 Penalty: 120551.992188
Iteration 173Q: 35 clusters Score -1.571537e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202367 members 
Mstep: Class 2 contains 213820 members 
Mstep: Class 3 contains 16605 members 
Mstep: Class 4 contains 11251 members 
Mstep: Class 5 contains 21196 members 
Mstep: Class 6 contains 64349 members 
Mstep: Class 7 contains 15074 members 
Mstep: Class 8 contains 17014 members 
Mstep: Class 9 contains 41347 members 
Mstep: Class 10 contains 20106 members 
Mstep: Class 11 contains 24456 members 
Mstep: Class 12 contains 23956 members 
Mstep: Class 13 contains 9896 members 
Mstep: Class 14 contains 161858 members 
Mstep: Class 15 contains 48126 members 
Mstep: Class 16 contains 235493 members 
Mstep: Class 17 contains 15323 members 
Mstep: Class 18 contains 24277 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24415 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3612 members 
Mstep: Class 24 contains 232636 members 
Mstep: Class 25 contains 9771 members 
Mstep: Class 26 contains 7470 members 
Mstep: Class 27 contains 14930 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70769 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7680 members 
Mstep: Class 33 contains 12613 members 
Mstep: Class 34 contains 42875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153728.000000 Penalty: 120551.992188
Iteration 174Q: 35 clusters Score -1.571537e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202332 members 
Mstep: Class 2 contains 213815 members 
Mstep: Class 3 contains 16604 members 
Mstep: Class 4 contains 11249 members 
Mstep: Class 5 contains 21190 members 
Mstep: Class 6 contains 64342 members 
Mstep: Class 7 contains 15074 members 
Mstep: Class 8 contains 17017 members 
Mstep: Class 9 contains 41348 members 
Mstep: Class 10 contains 20106 members 
Mstep: Class 11 contains 24474 members 
Mstep: Class 12 contains 23954 members 
Mstep: Class 13 contains 9896 members 
Mstep: Class 14 contains 161861 members 
Mstep: Class 15 contains 48151 members 
Mstep: Class 16 contains 235509 members 
Mstep: Class 17 contains 15320 members 
Mstep: Class 18 contains 24279 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24414 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3612 members 
Mstep: Class 24 contains 232618 members 
Mstep: Class 25 contains 9774 members 
Mstep: Class 26 contains 7468 members 
Mstep: Class 27 contains 14929 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70763 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7681 members 
Mstep: Class 33 contains 12623 members 
Mstep: Class 34 contains 42882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153696.000000 Penalty: 120551.992188
Iteration 175Q: 35 clusters Score -1.571537e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202307 members 
Mstep: Class 2 contains 213812 members 
Mstep: Class 3 contains 16604 members 
Mstep: Class 4 contains 11247 members 
Mstep: Class 5 contains 21180 members 
Mstep: Class 6 contains 64341 members 
Mstep: Class 7 contains 15074 members 
Mstep: Class 8 contains 17019 members 
Mstep: Class 9 contains 41347 members 
Mstep: Class 10 contains 20107 members 
Mstep: Class 11 contains 24492 members 
Mstep: Class 12 contains 23951 members 
Mstep: Class 13 contains 9891 members 
Mstep: Class 14 contains 161866 members 
Mstep: Class 15 contains 48183 members 
Mstep: Class 16 contains 235518 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 24277 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24414 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3613 members 
Mstep: Class 24 contains 232597 members 
Mstep: Class 25 contains 9777 members 
Mstep: Class 26 contains 7470 members 
Mstep: Class 27 contains 14928 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70760 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7685 members 
Mstep: Class 33 contains 12636 members 
Mstep: Class 34 contains 42885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153744.000000 Penalty: 120551.992188
Iteration 176Q: 35 clusters Score -1.571537e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202293 members 
Mstep: Class 2 contains 213805 members 
Mstep: Class 3 contains 16603 members 
Mstep: Class 4 contains 11247 members 
Mstep: Class 5 contains 21170 members 
Mstep: Class 6 contains 64337 members 
Mstep: Class 7 contains 15074 members 
Mstep: Class 8 contains 17020 members 
Mstep: Class 9 contains 41347 members 
Mstep: Class 10 contains 20105 members 
Mstep: Class 11 contains 24505 members 
Mstep: Class 12 contains 23950 members 
Mstep: Class 13 contains 9894 members 
Mstep: Class 14 contains 161866 members 
Mstep: Class 15 contains 48209 members 
Mstep: Class 16 contains 235526 members 
Mstep: Class 17 contains 15289 members 
Mstep: Class 18 contains 24275 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24414 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3612 members 
Mstep: Class 24 contains 232585 members 
Mstep: Class 25 contains 9777 members 
Mstep: Class 26 contains 7470 members 
Mstep: Class 27 contains 14925 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70755 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7690 members 
Mstep: Class 33 contains 12649 members 
Mstep: Class 34 contains 42893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153872.000000 Penalty: 120551.992188
Iteration 177Q: 35 clusters Score -1.571539e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202269 members 
Mstep: Class 2 contains 213812 members 
Mstep: Class 3 contains 16602 members 
Mstep: Class 4 contains 11250 members 
Mstep: Class 5 contains 21160 members 
Mstep: Class 6 contains 64336 members 
Mstep: Class 7 contains 15074 members 
Mstep: Class 8 contains 17022 members 
Mstep: Class 9 contains 41342 members 
Mstep: Class 10 contains 20105 members 
Mstep: Class 11 contains 24518 members 
Mstep: Class 12 contains 23951 members 
Mstep: Class 13 contains 9890 members 
Mstep: Class 14 contains 161866 members 
Mstep: Class 15 contains 48234 members 
Mstep: Class 16 contains 235544 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 24274 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24415 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3613 members 
Mstep: Class 24 contains 232568 members 
Mstep: Class 25 contains 9778 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14924 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70755 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7695 members 
Mstep: Class 33 contains 12648 members 
Mstep: Class 34 contains 42898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153792.000000 Penalty: 120551.992188
Iteration 178Q: 35 clusters Score -1.571538e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202242 members 
Mstep: Class 2 contains 213830 members 
Mstep: Class 3 contains 16602 members 
Mstep: Class 4 contains 11251 members 
Mstep: Class 5 contains 21147 members 
Mstep: Class 6 contains 64333 members 
Mstep: Class 7 contains 15074 members 
Mstep: Class 8 contains 17026 members 
Mstep: Class 9 contains 41341 members 
Mstep: Class 10 contains 20104 members 
Mstep: Class 11 contains 24528 members 
Mstep: Class 12 contains 23951 members 
Mstep: Class 13 contains 9887 members 
Mstep: Class 14 contains 161864 members 
Mstep: Class 15 contains 48249 members 
Mstep: Class 16 contains 235563 members 
Mstep: Class 17 contains 15257 members 
Mstep: Class 18 contains 24274 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24414 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3613 members 
Mstep: Class 24 contains 232557 members 
Mstep: Class 25 contains 9780 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14925 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70752 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4491 members 
Mstep: Class 32 contains 7699 members 
Mstep: Class 33 contains 12656 members 
Mstep: Class 34 contains 42897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153760.000000 Penalty: 120551.992188
Iteration 179Q: 35 clusters Score -1.571538e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202208 members 
Mstep: Class 2 contains 213833 members 
Mstep: Class 3 contains 16602 members 
Mstep: Class 4 contains 11254 members 
Mstep: Class 5 contains 21136 members 
Mstep: Class 6 contains 64332 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 17026 members 
Mstep: Class 9 contains 41337 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24532 members 
Mstep: Class 12 contains 23953 members 
Mstep: Class 13 contains 9880 members 
Mstep: Class 14 contains 161866 members 
Mstep: Class 15 contains 48268 members 
Mstep: Class 16 contains 235591 members 
Mstep: Class 17 contains 15242 members 
Mstep: Class 18 contains 24273 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24417 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3615 members 
Mstep: Class 24 contains 232547 members 
Mstep: Class 25 contains 9781 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14925 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70747 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7706 members 
Mstep: Class 33 contains 12669 members 
Mstep: Class 34 contains 42899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153728.000000 Penalty: 120551.992188
Iteration 180F: 35 clusters Score -1.571537e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202186 members 
Mstep: Class 2 contains 213850 members 
Mstep: Class 3 contains 16601 members 
Mstep: Class 4 contains 11258 members 
Mstep: Class 5 contains 21129 members 
Mstep: Class 6 contains 64330 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 17027 members 
Mstep: Class 9 contains 41331 members 
Mstep: Class 10 contains 20100 members 
Mstep: Class 11 contains 24544 members 
Mstep: Class 12 contains 23953 members 
Mstep: Class 13 contains 9874 members 
Mstep: Class 14 contains 161866 members 
Mstep: Class 15 contains 48280 members 
Mstep: Class 16 contains 235609 members 
Mstep: Class 17 contains 15218 members 
Mstep: Class 18 contains 24272 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24420 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 232535 members 
Mstep: Class 25 contains 9782 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14928 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70743 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4492 members 
Mstep: Class 32 contains 7711 members 
Mstep: Class 33 contains 12676 members 
Mstep: Class 34 contains 42902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153744.000000 Penalty: 120551.992188
Iteration 181Q: 35 clusters Score -1.571537e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202172 members 
Mstep: Class 2 contains 213855 members 
Mstep: Class 3 contains 16601 members 
Mstep: Class 4 contains 11262 members 
Mstep: Class 5 contains 21118 members 
Mstep: Class 6 contains 64329 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 17028 members 
Mstep: Class 9 contains 41328 members 
Mstep: Class 10 contains 20100 members 
Mstep: Class 11 contains 24558 members 
Mstep: Class 12 contains 23953 members 
Mstep: Class 13 contains 9866 members 
Mstep: Class 14 contains 161872 members 
Mstep: Class 15 contains 48290 members 
Mstep: Class 16 contains 235621 members 
Mstep: Class 17 contains 15207 members 
Mstep: Class 18 contains 24270 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24426 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 232524 members 
Mstep: Class 25 contains 9784 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14928 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70738 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7711 members 
Mstep: Class 33 contains 12680 members 
Mstep: Class 34 contains 42903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153680.000000 Penalty: 120551.992188
Iteration 182Q: 35 clusters Score -1.571537e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202161 members 
Mstep: Class 2 contains 213860 members 
Mstep: Class 3 contains 16600 members 
Mstep: Class 4 contains 11263 members 
Mstep: Class 5 contains 21119 members 
Mstep: Class 6 contains 64326 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 17028 members 
Mstep: Class 9 contains 41326 members 
Mstep: Class 10 contains 20100 members 
Mstep: Class 11 contains 24567 members 
Mstep: Class 12 contains 23953 members 
Mstep: Class 13 contains 9860 members 
Mstep: Class 14 contains 161871 members 
Mstep: Class 15 contains 48303 members 
Mstep: Class 16 contains 235628 members 
Mstep: Class 17 contains 15198 members 
Mstep: Class 18 contains 24269 members 
Mstep: Class 19 contains 8345 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24431 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 232512 members 
Mstep: Class 25 contains 9786 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14929 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70732 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7712 members 
Mstep: Class 33 contains 12688 members 
Mstep: Class 34 contains 42905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153792.000000 Penalty: 120551.992188
Iteration 183Q: 35 clusters Score -1.571538e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202146 members 
Mstep: Class 2 contains 213871 members 
Mstep: Class 3 contains 16600 members 
Mstep: Class 4 contains 11263 members 
Mstep: Class 5 contains 21117 members 
Mstep: Class 6 contains 64325 members 
Mstep: Class 7 contains 15070 members 
Mstep: Class 8 contains 17029 members 
Mstep: Class 9 contains 41326 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24578 members 
Mstep: Class 12 contains 23952 members 
Mstep: Class 13 contains 9859 members 
Mstep: Class 14 contains 161876 members 
Mstep: Class 15 contains 48311 members 
Mstep: Class 16 contains 235637 members 
Mstep: Class 17 contains 15189 members 
Mstep: Class 18 contains 24268 members 
Mstep: Class 19 contains 8344 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24431 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 232504 members 
Mstep: Class 25 contains 9786 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14930 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70722 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7712 members 
Mstep: Class 33 contains 12691 members 
Mstep: Class 34 contains 42905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153808.000000 Penalty: 120551.992188
Iteration 184Q: 35 clusters Score -1.571538e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202125 members 
Mstep: Class 2 contains 213874 members 
Mstep: Class 3 contains 16600 members 
Mstep: Class 4 contains 11263 members 
Mstep: Class 5 contains 21111 members 
Mstep: Class 6 contains 64325 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 17029 members 
Mstep: Class 9 contains 41327 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24583 members 
Mstep: Class 12 contains 23952 members 
Mstep: Class 13 contains 9858 members 
Mstep: Class 14 contains 161883 members 
Mstep: Class 15 contains 48317 members 
Mstep: Class 16 contains 235654 members 
Mstep: Class 17 contains 15182 members 
Mstep: Class 18 contains 24267 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24431 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 232501 members 
Mstep: Class 25 contains 9786 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14930 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70715 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7712 members 
Mstep: Class 33 contains 12697 members 
Mstep: Class 34 contains 42906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153936.000000 Penalty: 120551.992188
Iteration 185Q: 35 clusters Score -1.571539e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202098 members 
Mstep: Class 2 contains 213881 members 
Mstep: Class 3 contains 16600 members 
Mstep: Class 4 contains 11263 members 
Mstep: Class 5 contains 21111 members 
Mstep: Class 6 contains 64322 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 17029 members 
Mstep: Class 9 contains 41324 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24592 members 
Mstep: Class 12 contains 23952 members 
Mstep: Class 13 contains 9858 members 
Mstep: Class 14 contains 161889 members 
Mstep: Class 15 contains 48318 members 
Mstep: Class 16 contains 235674 members 
Mstep: Class 17 contains 15174 members 
Mstep: Class 18 contains 24266 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24432 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 232496 members 
Mstep: Class 25 contains 9786 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14930 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70707 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7715 members 
Mstep: Class 33 contains 12702 members 
Mstep: Class 34 contains 42908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153856.000000 Penalty: 120551.992188
Iteration 186Q: 35 clusters Score -1.571539e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202073 members 
Mstep: Class 2 contains 213884 members 
Mstep: Class 3 contains 16600 members 
Mstep: Class 4 contains 11263 members 
Mstep: Class 5 contains 21111 members 
Mstep: Class 6 contains 64322 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 17029 members 
Mstep: Class 9 contains 41325 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24594 members 
Mstep: Class 12 contains 23953 members 
Mstep: Class 13 contains 9858 members 
Mstep: Class 14 contains 161896 members 
Mstep: Class 15 contains 48324 members 
Mstep: Class 16 contains 235690 members 
Mstep: Class 17 contains 15166 members 
Mstep: Class 18 contains 24266 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24434 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 232491 members 
Mstep: Class 25 contains 9786 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14930 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70698 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7717 members 
Mstep: Class 33 contains 12705 members 
Mstep: Class 34 contains 42912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153808.000000 Penalty: 120551.992188
Iteration 187Q: 35 clusters Score -1.571538e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202046 members 
Mstep: Class 2 contains 213891 members 
Mstep: Class 3 contains 16600 members 
Mstep: Class 4 contains 11262 members 
Mstep: Class 5 contains 21110 members 
Mstep: Class 6 contains 64323 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 17030 members 
Mstep: Class 9 contains 41325 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24596 members 
Mstep: Class 12 contains 23951 members 
Mstep: Class 13 contains 9859 members 
Mstep: Class 14 contains 161906 members 
Mstep: Class 15 contains 48326 members 
Mstep: Class 16 contains 235700 members 
Mstep: Class 17 contains 15164 members 
Mstep: Class 18 contains 24266 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24434 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 232494 members 
Mstep: Class 25 contains 9786 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14930 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70689 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7720 members 
Mstep: Class 33 contains 12708 members 
Mstep: Class 34 contains 42913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153856.000000 Penalty: 120551.992188
Iteration 188Q: 35 clusters Score -1.571539e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202026 members 
Mstep: Class 2 contains 213895 members 
Mstep: Class 3 contains 16601 members 
Mstep: Class 4 contains 11261 members 
Mstep: Class 5 contains 21104 members 
Mstep: Class 6 contains 64323 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 17031 members 
Mstep: Class 9 contains 41323 members 
Mstep: Class 10 contains 20100 members 
Mstep: Class 11 contains 24602 members 
Mstep: Class 12 contains 23948 members 
Mstep: Class 13 contains 9860 members 
Mstep: Class 14 contains 161908 members 
Mstep: Class 15 contains 48329 members 
Mstep: Class 16 contains 235717 members 
Mstep: Class 17 contains 15163 members 
Mstep: Class 18 contains 24266 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24436 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 232493 members 
Mstep: Class 25 contains 9786 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14930 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70686 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7721 members 
Mstep: Class 33 contains 12706 members 
Mstep: Class 34 contains 42915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153952.000000 Penalty: 120551.992188
Iteration 189Q: 35 clusters Score -1.57154e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202017 members 
Mstep: Class 2 contains 213901 members 
Mstep: Class 3 contains 16599 members 
Mstep: Class 4 contains 11262 members 
Mstep: Class 5 contains 21098 members 
Mstep: Class 6 contains 64321 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 17032 members 
Mstep: Class 9 contains 41318 members 
Mstep: Class 10 contains 20104 members 
Mstep: Class 11 contains 24606 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9861 members 
Mstep: Class 14 contains 161913 members 
Mstep: Class 15 contains 48332 members 
Mstep: Class 16 contains 235723 members 
Mstep: Class 17 contains 15160 members 
Mstep: Class 18 contains 24266 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24438 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 232489 members 
Mstep: Class 25 contains 9786 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14930 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70681 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7725 members 
Mstep: Class 33 contains 12705 members 
Mstep: Class 34 contains 42916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153968.000000 Penalty: 120551.992188
Iteration 190Q: 35 clusters Score -1.57154e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202007 members 
Mstep: Class 2 contains 213905 members 
Mstep: Class 3 contains 16596 members 
Mstep: Class 4 contains 11264 members 
Mstep: Class 5 contains 21094 members 
Mstep: Class 6 contains 64320 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20104 members 
Mstep: Class 11 contains 24614 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 9862 members 
Mstep: Class 14 contains 161916 members 
Mstep: Class 15 contains 48337 members 
Mstep: Class 16 contains 235731 members 
Mstep: Class 17 contains 15155 members 
Mstep: Class 18 contains 24264 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24442 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232482 members 
Mstep: Class 25 contains 9785 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14930 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70680 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7727 members 
Mstep: Class 33 contains 12705 members 
Mstep: Class 34 contains 42917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153952.000000 Penalty: 120551.992188
Iteration 191Q: 35 clusters Score -1.57154e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201989 members 
Mstep: Class 2 contains 213904 members 
Mstep: Class 3 contains 16594 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21092 members 
Mstep: Class 6 contains 64320 members 
Mstep: Class 7 contains 15070 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 41313 members 
Mstep: Class 10 contains 20104 members 
Mstep: Class 11 contains 24622 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 9863 members 
Mstep: Class 14 contains 161916 members 
Mstep: Class 15 contains 48337 members 
Mstep: Class 16 contains 235741 members 
Mstep: Class 17 contains 15154 members 
Mstep: Class 18 contains 24263 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24446 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232482 members 
Mstep: Class 25 contains 9786 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 14930 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70676 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7727 members 
Mstep: Class 33 contains 12708 members 
Mstep: Class 34 contains 42920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153872.000000 Penalty: 120551.992188
Iteration 192Q: 35 clusters Score -1.571539e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201977 members 
Mstep: Class 2 contains 213903 members 
Mstep: Class 3 contains 16592 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21090 members 
Mstep: Class 6 contains 64320 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 41313 members 
Mstep: Class 10 contains 20103 members 
Mstep: Class 11 contains 24625 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 9862 members 
Mstep: Class 14 contains 161918 members 
Mstep: Class 15 contains 48339 members 
Mstep: Class 16 contains 235747 members 
Mstep: Class 17 contains 15153 members 
Mstep: Class 18 contains 24262 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24450 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232483 members 
Mstep: Class 25 contains 9786 members 
Mstep: Class 26 contains 7470 members 
Mstep: Class 27 contains 14930 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70674 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7728 members 
Mstep: Class 33 contains 12708 members 
Mstep: Class 34 contains 42924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153792.000000 Penalty: 120551.992188
Iteration 193Q: 35 clusters Score -1.571538e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201970 members 
Mstep: Class 2 contains 213906 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21089 members 
Mstep: Class 6 contains 64320 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 41313 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24625 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 9859 members 
Mstep: Class 14 contains 161919 members 
Mstep: Class 15 contains 48343 members 
Mstep: Class 16 contains 235750 members 
Mstep: Class 17 contains 15152 members 
Mstep: Class 18 contains 24262 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24453 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232481 members 
Mstep: Class 25 contains 9785 members 
Mstep: Class 26 contains 7470 members 
Mstep: Class 27 contains 14931 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70674 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7728 members 
Mstep: Class 33 contains 12710 members 
Mstep: Class 34 contains 42925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153856.000000 Penalty: 120551.992188
Iteration 194Q: 35 clusters Score -1.571539e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201962 members 
Mstep: Class 2 contains 213908 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21088 members 
Mstep: Class 6 contains 64319 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17034 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24622 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 9856 members 
Mstep: Class 14 contains 161923 members 
Mstep: Class 15 contains 48346 members 
Mstep: Class 16 contains 235755 members 
Mstep: Class 17 contains 15151 members 
Mstep: Class 18 contains 24262 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24454 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232482 members 
Mstep: Class 25 contains 9786 members 
Mstep: Class 26 contains 7470 members 
Mstep: Class 27 contains 14931 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70673 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7728 members 
Mstep: Class 33 contains 12708 members 
Mstep: Class 34 contains 42926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153760.000000 Penalty: 120551.992188
Iteration 195Q: 35 clusters Score -1.571538e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201952 members 
Mstep: Class 2 contains 213910 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 11265 members 
Mstep: Class 5 contains 21087 members 
Mstep: Class 6 contains 64319 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24621 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 9858 members 
Mstep: Class 14 contains 161927 members 
Mstep: Class 15 contains 48347 members 
Mstep: Class 16 contains 235756 members 
Mstep: Class 17 contains 15151 members 
Mstep: Class 18 contains 24262 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24456 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232482 members 
Mstep: Class 25 contains 9785 members 
Mstep: Class 26 contains 7470 members 
Mstep: Class 27 contains 14931 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70672 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7728 members 
Mstep: Class 33 contains 12707 members 
Mstep: Class 34 contains 42929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153664.000000 Penalty: 120551.992188
Iteration 196Q: 35 clusters Score -1.571537e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201941 members 
Mstep: Class 2 contains 213911 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 11265 members 
Mstep: Class 5 contains 21087 members 
Mstep: Class 6 contains 64318 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 41312 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24618 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 9857 members 
Mstep: Class 14 contains 161927 members 
Mstep: Class 15 contains 48351 members 
Mstep: Class 16 contains 235763 members 
Mstep: Class 17 contains 15151 members 
Mstep: Class 18 contains 24261 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24458 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232484 members 
Mstep: Class 25 contains 9785 members 
Mstep: Class 26 contains 7471 members 
Mstep: Class 27 contains 14930 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70670 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7731 members 
Mstep: Class 33 contains 12708 members 
Mstep: Class 34 contains 42930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153728.000000 Penalty: 120551.992188
Iteration 197Q: 35 clusters Score -1.571537e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201931 members 
Mstep: Class 2 contains 213912 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21088 members 
Mstep: Class 6 contains 64317 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 41312 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24618 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 9853 members 
Mstep: Class 14 contains 161929 members 
Mstep: Class 15 contains 48353 members 
Mstep: Class 16 contains 235771 members 
Mstep: Class 17 contains 15151 members 
Mstep: Class 18 contains 24261 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24458 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232486 members 
Mstep: Class 25 contains 9785 members 
Mstep: Class 26 contains 7471 members 
Mstep: Class 27 contains 14928 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70669 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7731 members 
Mstep: Class 33 contains 12710 members 
Mstep: Class 34 contains 42929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153744.000000 Penalty: 120551.992188
Iteration 198Q: 35 clusters Score -1.571537e+08 nChanged 30
Entering ConstructFrom: 
Score: -157153744.000000 Penalty: 120551.992188
Entering ConstructFrom: 
Trying to split cluster 1 (201925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201925 members 
Entering Unmasked Estep 
Score: -20253312.000000 Penalty: 3029.481689
	Iteration 0F: 2 clusters Score -2.025331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100803 members 
Mstep: Class 2 contains 101122 members 
Entering Unmasked Estep 
Score: -20118546.000000 Penalty: 6058.963379
	Iteration 0F: 3 clusters Score -2.011855e+07 nChanged 96932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95765 members 
Mstep: Class 2 contains 106160 members 
Entering Unmasked Estep 
Score: -20175666.000000 Penalty: 6058.963379
	Iteration 1F: 3 clusters Score -2.017567e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92609 members 
Mstep: Class 2 contains 109316 members 
Entering Unmasked Estep 
Score: -20176894.000000 Penalty: 6058.963379
	Iteration 2Q: 3 clusters Score -2.017689e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 114166 members 
Entering Unmasked Estep 
Score: -20179160.000000 Penalty: 6058.963379
	Iteration 3Q: 3 clusters Score -2.017916e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80614 members 
Mstep: Class 2 contains 121311 members 
Entering Unmasked Estep 
Score: -20182830.000000 Penalty: 6058.963379
	Iteration 4Q: 3 clusters Score -2.018283e+07 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70351 members 
Mstep: Class 2 contains 131574 members 
Entering Unmasked Estep 
Score: -20189036.000000 Penalty: 6058.963379
	Iteration 5F: 3 clusters Score -2.018904e+07 nChanged 14317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 145319 members 
Entering Unmasked Estep 
Score: -20199056.000000 Penalty: 6058.963379
	Iteration 6F: 3 clusters Score -2.019906e+07 nChanged 16608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 161657 members 
Entering Unmasked Estep 
Score: -20213326.000000 Penalty: 6058.963379
	Iteration 7F: 3 clusters Score -2.021333e+07 nChanged 16391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 177958 members 
Entering Unmasked Estep 
Score: -20228628.000000 Penalty: 6058.963379
	Iteration 8F: 3 clusters Score -2.022863e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 190282 members 
Entering Unmasked Estep 
Score: -20240360.000000 Penalty: 6058.963379
	Iteration 9F: 3 clusters Score -2.024036e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 197036 members 
Entering Unmasked Estep 
Score: -20246408.000000 Penalty: 6058.963379
	Iteration 10Q: 3 clusters Score -2.024641e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 199966 members 
Entering Unmasked Estep 
Score: -20248948.000000 Penalty: 6058.963379
	Iteration 11Q: 3 clusters Score -2.024895e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 201020 members 
Entering Unmasked Estep 
Score: -20249904.000000 Penalty: 6058.963379
	Iteration 12Q: 3 clusters Score -2.02499e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 201387 members 
Entering Unmasked Estep 
Score: -20250250.000000 Penalty: 6058.963379
	Iteration 13Q: 3 clusters Score -2.025025e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 201510 members 
Entering Unmasked Estep 
Score: -20250398.000000 Penalty: 6058.963379
	Iteration 14Q: 3 clusters Score -2.02504e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 201557 members 
Entering Unmasked Estep 
Score: -20250468.000000 Penalty: 6058.963379
	Iteration 15Q: 3 clusters Score -2.025047e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 201577 members 
Entering Unmasked Estep 
Score: -20250490.000000 Penalty: 6058.963379
	Iteration 16Q: 3 clusters Score -2.025049e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 201589 members 
Entering Unmasked Estep 
Score: -20250506.000000 Penalty: 6058.963379
	Iteration 17Q: 3 clusters Score -2.025051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 201595 members 
Entering Unmasked Estep 
Score: -20250540.000000 Penalty: 6058.963379
	Iteration 18Q: 3 clusters Score -2.025054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 201597 members 
Entering Unmasked Estep 
Score: -20250524.000000 Penalty: 6058.963379
	Iteration 19Q: 3 clusters Score -2.025052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 201599 members 
Entering Unmasked Estep 
Score: -20250520.000000 Penalty: 6058.963379
	Iteration 20F: 3 clusters Score -2.025052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 201600 members 
Entering Unmasked Estep 
Score: -20250520.000000 Penalty: 6058.963379
	Iteration 21Q: 3 clusters Score -2.025052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 201604 members 
Entering Unmasked Estep 
Score: -20250528.000000 Penalty: 6058.963379
	Iteration 22Q: 3 clusters Score -2.025053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 201608 members 
Entering Unmasked Estep 
Score: -20250550.000000 Penalty: 6058.963379
	Iteration 23Q: 3 clusters Score -2.025055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 201613 members 
Entering Unmasked Estep 
Score: -20250568.000000 Penalty: 6058.963379
	Iteration 24Q: 3 clusters Score -2.025057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 201615 members 
Entering Unmasked Estep 
Score: -20250558.000000 Penalty: 6058.963379
	Iteration 25Q: 3 clusters Score -2.025056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 201615 members 
Entering Unmasked Estep 
Score: -20250564.000000 Penalty: 6058.963379
	Iteration 26Q: 3 clusters Score -2.025056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 201614 members 
Entering Unmasked Estep 
Score: -20250570.000000 Penalty: 6058.963379
	Iteration 27Q: 3 clusters Score -2.025057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 201614 members 
Entering Unmasked Estep 
Score: -20250570.000000 Penalty: 6058.963379
	Iteration 28F: 3 clusters Score -2.025057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (213916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213916 members 
Entering Unmasked Estep 
Score: -21535190.000000 Penalty: 3043.787842
	Iteration 0F: 2 clusters Score -2.153519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106805 members 
Mstep: Class 2 contains 107111 members 
Entering Unmasked Estep 
Score: -21392434.000000 Penalty: 6087.575684
	Iteration 0F: 3 clusters Score -2.139243e+07 nChanged 102960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103875 members 
Mstep: Class 2 contains 110041 members 
Entering Unmasked Estep 
Score: -21452346.000000 Penalty: 6087.575684
	Iteration 1F: 3 clusters Score -2.145235e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102024 members 
Mstep: Class 2 contains 111892 members 
Entering Unmasked Estep 
Score: -21453044.000000 Penalty: 6087.575684
	Iteration 2Q: 3 clusters Score -2.145304e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99177 members 
Mstep: Class 2 contains 114739 members 
Entering Unmasked Estep 
Score: -21454194.000000 Penalty: 6087.575684
	Iteration 3Q: 3 clusters Score -2.145419e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94725 members 
Mstep: Class 2 contains 119191 members 
Entering Unmasked Estep 
Score: -21455736.000000 Penalty: 6087.575684
	Iteration 4Q: 3 clusters Score -2.145574e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88110 members 
Mstep: Class 2 contains 125806 members 
Entering Unmasked Estep 
Score: -21458512.000000 Penalty: 6087.575684
	Iteration 5Q: 3 clusters Score -2.145851e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78285 members 
Mstep: Class 2 contains 135631 members 
Entering Unmasked Estep 
Score: -21463270.000000 Penalty: 6087.575684
	Iteration 6Q: 3 clusters Score -2.146327e+07 nChanged 13960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 149437 members 
Entering Unmasked Estep 
Score: -21472468.000000 Penalty: 6087.575684
	Iteration 7F: 3 clusters Score -2.147247e+07 nChanged 17833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 167248 members 
Entering Unmasked Estep 
Score: -21487380.000000 Penalty: 6087.575684
	Iteration 8F: 3 clusters Score -2.148738e+07 nChanged 18803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 186043 members 
Entering Unmasked Estep 
Score: -21505538.000000 Penalty: 6087.575684
	Iteration 9F: 3 clusters Score -2.150554e+07 nChanged 14862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 200903 members 
Entering Unmasked Estep 
Score: -21520274.000000 Penalty: 6087.575684
	Iteration 10F: 3 clusters Score -2.152027e+07 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 209011 members 
Entering Unmasked Estep 
Score: -21528090.000000 Penalty: 6087.575684
	Iteration 11Q: 3 clusters Score -2.152809e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 212298 members 
Entering Unmasked Estep 
Score: -21531010.000000 Penalty: 6087.575684
	Iteration 12Q: 3 clusters Score -2.153101e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 213288 members 
Entering Unmasked Estep 
Score: -21531930.000000 Penalty: 6087.575684
	Iteration 13Q: 3 clusters Score -2.153193e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 213545 members 
Entering Unmasked Estep 
Score: -21532284.000000 Penalty: 6087.575684
	Iteration 14Q: 3 clusters Score -2.153228e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 213618 members 
Entering Unmasked Estep 
Score: -21532362.000000 Penalty: 6087.575684
	Iteration 15Q: 3 clusters Score -2.153236e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 213645 members 
Entering Unmasked Estep 
Score: -21532434.000000 Penalty: 6087.575684
	Iteration 16Q: 3 clusters Score -2.153243e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 213659 members 
Entering Unmasked Estep 
Score: -21532494.000000 Penalty: 6087.575684
	Iteration 17Q: 3 clusters Score -2.153249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 213670 members 
Entering Unmasked Estep 
Score: -21532508.000000 Penalty: 6087.575684
	Iteration 18Q: 3 clusters Score -2.153251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 213676 members 
Entering Unmasked Estep 
Score: -21532514.000000 Penalty: 6087.575684
	Iteration 19Q: 3 clusters Score -2.153251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 213676 members 
Entering Unmasked Estep 
Score: -21532532.000000 Penalty: 6087.575684
	Iteration 20F: 3 clusters Score -2.153253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 213678 members 
Entering Unmasked Estep 
Score: -21532538.000000 Penalty: 6087.575684
	Iteration 21Q: 3 clusters Score -2.153254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 213680 members 
Entering Unmasked Estep 
Score: -21532536.000000 Penalty: 6087.575684
	Iteration 22Q: 3 clusters Score -2.153254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 213680 members 
Entering Unmasked Estep 
Score: -21532560.000000 Penalty: 6087.575684
	Iteration 23Q: 3 clusters Score -2.153256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 213680 members 
Entering Unmasked Estep 
Score: -21532560.000000 Penalty: 6087.575684
	Iteration 24F: 3 clusters Score -2.153256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Entering Unmasked Estep 
Score: -1607998.250000 Penalty: 2409.720703
	Iteration 0F: 2 clusters Score -1607998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1596081.000000 Penalty: 4819.441406
	Iteration 0F: 3 clusters Score -1596081 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1599935.875000 Penalty: 4819.441406
	Iteration 1F: 3 clusters Score -1599936 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1600415.750000 Penalty: 4819.441406
	Iteration 2F: 3 clusters Score -1600416 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1600880.750000 Penalty: 4819.441406
	Iteration 3F: 3 clusters Score -1600881 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1601463.750000 Penalty: 4819.441406
	Iteration 4F: 3 clusters Score -1601464 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1602181.500000 Penalty: 4819.441406
	Iteration 5F: 3 clusters Score -1602182 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1603024.500000 Penalty: 4819.441406
	Iteration 6F: 3 clusters Score -1603024 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1603852.875000 Penalty: 4819.441406
	Iteration 7F: 3 clusters Score -1603853 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1604526.875000 Penalty: 4819.441406
	Iteration 8F: 3 clusters Score -1604527 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1604945.625000 Penalty: 4819.441406
	Iteration 9Q: 3 clusters Score -1604946 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1605190.125000 Penalty: 4819.441406
	Iteration 10Q: 3 clusters Score -1605190 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1605335.250000 Penalty: 4819.441406
	Iteration 11Q: 3 clusters Score -1605335 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1605441.875000 Penalty: 4819.441406
	Iteration 12Q: 3 clusters Score -1605442 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1605528.500000 Penalty: 4819.441406
	Iteration 13Q: 3 clusters Score -1605528 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1605623.625000 Penalty: 4819.441406
	Iteration 14Q: 3 clusters Score -1605624 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1605694.250000 Penalty: 4819.441406
	Iteration 15Q: 3 clusters Score -1605694 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1605763.625000 Penalty: 4819.441406
	Iteration 16Q: 3 clusters Score -1605764 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1605826.000000 Penalty: 4819.441406
	Iteration 17Q: 3 clusters Score -1605826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1605874.000000 Penalty: 4819.441406
	Iteration 18Q: 3 clusters Score -1605874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1605923.375000 Penalty: 4819.441406
	Iteration 19Q: 3 clusters Score -1605923 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1605960.375000 Penalty: 4819.441406
	Iteration 20F: 3 clusters Score -1605960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1605984.250000 Penalty: 4819.441406
	Iteration 21Q: 3 clusters Score -1605984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1606004.500000 Penalty: 4819.441406
	Iteration 22Q: 3 clusters Score -1606004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1606022.625000 Penalty: 4819.441406
	Iteration 23Q: 3 clusters Score -1606023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1606036.875000 Penalty: 4819.441406
	Iteration 24Q: 3 clusters Score -1606037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1606045.125000 Penalty: 4819.441406
	Iteration 25Q: 3 clusters Score -1606045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1606054.375000 Penalty: 4819.441406
	Iteration 26Q: 3 clusters Score -1606054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1606058.750000 Penalty: 4819.441406
	Iteration 27Q: 3 clusters Score -1606059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1606064.125000 Penalty: 4819.441406
	Iteration 28Q: 3 clusters Score -1606064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1606064.875000 Penalty: 4819.441406
	Iteration 29Q: 3 clusters Score -1606065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1606074.375000 Penalty: 4819.441406
	Iteration 30Q: 3 clusters Score -1606074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1606074.000000 Penalty: 4819.441406
	Iteration 31Q: 3 clusters Score -1606074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1606078.625000 Penalty: 4819.441406
	Iteration 32Q: 3 clusters Score -1606079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1606079.250000 Penalty: 4819.441406
	Iteration 33Q: 3 clusters Score -1606079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1606079.625000 Penalty: 4819.441406
	Iteration 34Q: 3 clusters Score -1606080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1606085.000000 Penalty: 4819.441406
	Iteration 35Q: 3 clusters Score -1606085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1606084.625000 Penalty: 4819.441406
	Iteration 36Q: 3 clusters Score -1606085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1606088.375000 Penalty: 4819.441406
	Iteration 37Q: 3 clusters Score -1606088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1606090.875000 Penalty: 4819.441406
	Iteration 38Q: 3 clusters Score -1606091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1606092.375000 Penalty: 4819.441406
	Iteration 39Q: 3 clusters Score -1606092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1606100.000000 Penalty: 4819.441406
	Iteration 40F: 3 clusters Score -1606100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1606101.750000 Penalty: 4819.441406
	Iteration 41Q: 3 clusters Score -1606102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1606104.500000 Penalty: 4819.441406
	Iteration 42Q: 3 clusters Score -1606104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1606104.125000 Penalty: 4819.441406
	Iteration 43Q: 3 clusters Score -1606104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1606105.000000 Penalty: 4819.441406
	Iteration 44Q: 3 clusters Score -1606105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1606105.625000 Penalty: 4819.441406
	Iteration 45Q: 3 clusters Score -1606106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1606107.250000 Penalty: 4819.441406
	Iteration 46Q: 3 clusters Score -1606107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1606105.250000 Penalty: 4819.441406
	Iteration 47Q: 3 clusters Score -1606105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1606105.250000 Penalty: 4819.441406
	Iteration 48F: 3 clusters Score -1606105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Entering Unmasked Estep 
Score: -1095183.250000 Penalty: 2313.727051
	Iteration 0F: 2 clusters Score -1095183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1086654.625000 Penalty: 4627.454102
	Iteration 0F: 3 clusters Score -1086655 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1089497.250000 Penalty: 4627.454102
	Iteration 1F: 3 clusters Score -1089497 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1090071.875000 Penalty: 4627.454102
	Iteration 2F: 3 clusters Score -1090072 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1090593.000000 Penalty: 4627.454102
	Iteration 3F: 3 clusters Score -1090593 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1091101.625000 Penalty: 4627.454102
	Iteration 4F: 3 clusters Score -1091102 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1091593.500000 Penalty: 4627.454102
	Iteration 5F: 3 clusters Score -1091594 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1091974.750000 Penalty: 4627.454102
	Iteration 6F: 3 clusters Score -1091975 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1092277.125000 Penalty: 4627.454102
	Iteration 7Q: 3 clusters Score -1092277 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1092529.875000 Penalty: 4627.454102
	Iteration 8Q: 3 clusters Score -1092530 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1092721.125000 Penalty: 4627.454102
	Iteration 9Q: 3 clusters Score -1092721 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1092878.750000 Penalty: 4627.454102
	Iteration 10Q: 3 clusters Score -1092879 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1093011.250000 Penalty: 4627.454102
	Iteration 11Q: 3 clusters Score -1093011 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1093126.250000 Penalty: 4627.454102
	Iteration 12Q: 3 clusters Score -1093126 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1093225.500000 Penalty: 4627.454102
	Iteration 13Q: 3 clusters Score -1093226 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1093312.250000 Penalty: 4627.454102
	Iteration 14Q: 3 clusters Score -1093312 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1093384.750000 Penalty: 4627.454102
	Iteration 15Q: 3 clusters Score -1093385 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1093437.000000 Penalty: 4627.454102
	Iteration 16Q: 3 clusters Score -1093437 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1093480.750000 Penalty: 4627.454102
	Iteration 17Q: 3 clusters Score -1093481 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1093518.750000 Penalty: 4627.454102
	Iteration 18Q: 3 clusters Score -1093519 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1093544.750000 Penalty: 4627.454102
	Iteration 19Q: 3 clusters Score -1093545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1093560.750000 Penalty: 4627.454102
	Iteration 20F: 3 clusters Score -1093561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1093573.375000 Penalty: 4627.454102
	Iteration 21Q: 3 clusters Score -1093573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1093583.500000 Penalty: 4627.454102
	Iteration 22Q: 3 clusters Score -1093584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1093585.875000 Penalty: 4627.454102
	Iteration 23Q: 3 clusters Score -1093586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1093595.750000 Penalty: 4627.454102
	Iteration 24Q: 3 clusters Score -1093596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1093606.250000 Penalty: 4627.454102
	Iteration 25Q: 3 clusters Score -1093606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1093611.500000 Penalty: 4627.454102
	Iteration 26Q: 3 clusters Score -1093612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1093617.250000 Penalty: 4627.454102
	Iteration 27Q: 3 clusters Score -1093617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1093622.875000 Penalty: 4627.454102
	Iteration 28Q: 3 clusters Score -1093623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1093631.125000 Penalty: 4627.454102
	Iteration 29Q: 3 clusters Score -1093631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1093640.000000 Penalty: 4627.454102
	Iteration 30Q: 3 clusters Score -1093640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1093646.625000 Penalty: 4627.454102
	Iteration 31Q: 3 clusters Score -1093647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1093653.375000 Penalty: 4627.454102
	Iteration 32Q: 3 clusters Score -1093653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1093664.125000 Penalty: 4627.454102
	Iteration 33Q: 3 clusters Score -1093664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1093668.625000 Penalty: 4627.454102
	Iteration 34Q: 3 clusters Score -1093669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1093673.500000 Penalty: 4627.454102
	Iteration 35Q: 3 clusters Score -1093674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1093677.250000 Penalty: 4627.454102
	Iteration 36Q: 3 clusters Score -1093677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1093680.250000 Penalty: 4627.454102
	Iteration 37Q: 3 clusters Score -1093680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1093681.500000 Penalty: 4627.454102
	Iteration 38Q: 3 clusters Score -1093682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1093681.500000 Penalty: 4627.454102
	Iteration 39F: 3 clusters Score -1093682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Entering Unmasked Estep 
Score: -1955382.750000 Penalty: 2469.213623
	Iteration 0F: 2 clusters Score -1955383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1940581.000000 Penalty: 4938.427246
	Iteration 0F: 3 clusters Score -1940581 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1945935.875000 Penalty: 4938.427246
	Iteration 1F: 3 clusters Score -1945936 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1946676.625000 Penalty: 4938.427246
	Iteration 2F: 3 clusters Score -1946677 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1947507.875000 Penalty: 4938.427246
	Iteration 3F: 3 clusters Score -1947508 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1948523.250000 Penalty: 4938.427246
	Iteration 4F: 3 clusters Score -1948523 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1949823.250000 Penalty: 4938.427246
	Iteration 5F: 3 clusters Score -1949823 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1951246.000000 Penalty: 4938.427246
	Iteration 6F: 3 clusters Score -1951246 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1952484.750000 Penalty: 4938.427246
	Iteration 7F: 3 clusters Score -1952485 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1953317.000000 Penalty: 4938.427246
	Iteration 8F: 3 clusters Score -1953317 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1953824.625000 Penalty: 4938.427246
	Iteration 9Q: 3 clusters Score -1953825 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1954083.250000 Penalty: 4938.427246
	Iteration 10Q: 3 clusters Score -1954083 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1954230.000000 Penalty: 4938.427246
	Iteration 11Q: 3 clusters Score -1954230 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1954335.625000 Penalty: 4938.427246
	Iteration 12Q: 3 clusters Score -1954336 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1954432.875000 Penalty: 4938.427246
	Iteration 13Q: 3 clusters Score -1954433 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1954492.750000 Penalty: 4938.427246
	Iteration 14Q: 3 clusters Score -1954493 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1954545.875000 Penalty: 4938.427246
	Iteration 15Q: 3 clusters Score -1954546 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1954602.875000 Penalty: 4938.427246
	Iteration 16Q: 3 clusters Score -1954603 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1954651.250000 Penalty: 4938.427246
	Iteration 17Q: 3 clusters Score -1954651 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1954700.250000 Penalty: 4938.427246
	Iteration 18Q: 3 clusters Score -1954700 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1954744.375000 Penalty: 4938.427246
	Iteration 19Q: 3 clusters Score -1954744 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1954784.625000 Penalty: 4938.427246
	Iteration 20F: 3 clusters Score -1954785 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1954831.250000 Penalty: 4938.427246
	Iteration 21Q: 3 clusters Score -1954831 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1954865.250000 Penalty: 4938.427246
	Iteration 22Q: 3 clusters Score -1954865 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1954893.625000 Penalty: 4938.427246
	Iteration 23Q: 3 clusters Score -1954894 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1954931.500000 Penalty: 4938.427246
	Iteration 24Q: 3 clusters Score -1954932 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1954956.375000 Penalty: 4938.427246
	Iteration 25Q: 3 clusters Score -1954956 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1954966.500000 Penalty: 4938.427246
	Iteration 26Q: 3 clusters Score -1954966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1954985.875000 Penalty: 4938.427246
	Iteration 27Q: 3 clusters Score -1954986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1954990.875000 Penalty: 4938.427246
	Iteration 28Q: 3 clusters Score -1954991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1954999.250000 Penalty: 4938.427246
	Iteration 29Q: 3 clusters Score -1954999 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1955014.750000 Penalty: 4938.427246
	Iteration 30Q: 3 clusters Score -1955015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1955031.375000 Penalty: 4938.427246
	Iteration 31Q: 3 clusters Score -1955031 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1955038.750000 Penalty: 4938.427246
	Iteration 32Q: 3 clusters Score -1955039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1955043.750000 Penalty: 4938.427246
	Iteration 33Q: 3 clusters Score -1955044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1955051.625000 Penalty: 4938.427246
	Iteration 34Q: 3 clusters Score -1955052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1955055.500000 Penalty: 4938.427246
	Iteration 35Q: 3 clusters Score -1955056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1955061.375000 Penalty: 4938.427246
	Iteration 36Q: 3 clusters Score -1955061 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1955074.000000 Penalty: 4938.427246
	Iteration 37Q: 3 clusters Score -1955074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1955086.125000 Penalty: 4938.427246
	Iteration 38Q: 3 clusters Score -1955086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1955096.875000 Penalty: 4938.427246
	Iteration 39Q: 3 clusters Score -1955097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1955105.000000 Penalty: 4938.427246
	Iteration 40F: 3 clusters Score -1955105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1955108.125000 Penalty: 4938.427246
	Iteration 41Q: 3 clusters Score -1955108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1955107.125000 Penalty: 4938.427246
	Iteration 42Q: 3 clusters Score -1955107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1955114.125000 Penalty: 4938.427246
	Iteration 43Q: 3 clusters Score -1955114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1955115.875000 Penalty: 4938.427246
	Iteration 44Q: 3 clusters Score -1955116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1955114.750000 Penalty: 4938.427246
	Iteration 45Q: 3 clusters Score -1955115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1955115.625000 Penalty: 4938.427246
	Iteration 46Q: 3 clusters Score -1955116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1955114.500000 Penalty: 4938.427246
	Iteration 47Q: 3 clusters Score -1955114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1955111.500000 Penalty: 4938.427246
	Iteration 48Q: 3 clusters Score -1955112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1955118.000000 Penalty: 4938.427246
	Iteration 49Q: 3 clusters Score -1955118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1955118.750000 Penalty: 4938.427246
	Iteration 50Q: 3 clusters Score -1955119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1955118.875000 Penalty: 4938.427246
	Iteration 51Q: 3 clusters Score -1955119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1955116.625000 Penalty: 4938.427246
	Iteration 52Q: 3 clusters Score -1955117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1955120.250000 Penalty: 4938.427246
	Iteration 53Q: 3 clusters Score -1955120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1955120.125000 Penalty: 4938.427246
	Iteration 54Q: 3 clusters Score -1955120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1955123.250000 Penalty: 4938.427246
	Iteration 55Q: 3 clusters Score -1955123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1955120.500000 Penalty: 4938.427246
	Iteration 56Q: 3 clusters Score -1955120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1955120.500000 Penalty: 4938.427246
	Iteration 57F: 3 clusters Score -1955120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (64317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Entering Unmasked Estep 
Score: -6462991.000000 Penalty: 2745.751465
	Iteration 0F: 2 clusters Score -6462991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -6419822.500000 Penalty: 5491.502930
	Iteration 0F: 3 clusters Score -6419822 nChanged 30001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -6436948.000000 Penalty: 5491.502930
	Iteration 1F: 3 clusters Score -6436948 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -6437905.500000 Penalty: 5491.502930
	Iteration 2Q: 3 clusters Score -6437906 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -6439453.500000 Penalty: 5491.502930
	Iteration 3Q: 3 clusters Score -6439454 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -6441711.000000 Penalty: 5491.502930
	Iteration 4F: 3 clusters Score -6441711 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -6445281.000000 Penalty: 5491.502930
	Iteration 5F: 3 clusters Score -6445281 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -6449816.500000 Penalty: 5491.502930
	Iteration 6F: 3 clusters Score -6449816 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -6454573.500000 Penalty: 5491.502930
	Iteration 7F: 3 clusters Score -6454574 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -6458379.000000 Penalty: 5491.502930
	Iteration 8F: 3 clusters Score -6458379 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 56014 members 
Entering Unmasked Estep 
Score: -6460188.000000 Penalty: 5491.502930
	Iteration 9Q: 3 clusters Score -6460188 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -6460776.000000 Penalty: 5491.502930
	Iteration 10Q: 3 clusters Score -6460776 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
Score: -6461027.000000 Penalty: 5491.502930
	Iteration 11Q: 3 clusters Score -6461027 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -6461159.500000 Penalty: 5491.502930
	Iteration 12Q: 3 clusters Score -6461160 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -6461244.500000 Penalty: 5491.502930
	Iteration 13Q: 3 clusters Score -6461244 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -6461315.500000 Penalty: 5491.502930
	Iteration 14Q: 3 clusters Score -6461316 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -6461386.000000 Penalty: 5491.502930
	Iteration 15Q: 3 clusters Score -6461386 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 58571 members 
Entering Unmasked Estep 
Score: -6461440.500000 Penalty: 5491.502930
	Iteration 16Q: 3 clusters Score -6461440 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -6461490.000000 Penalty: 5491.502930
	Iteration 17Q: 3 clusters Score -6461490 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -6461517.500000 Penalty: 5491.502930
	Iteration 18Q: 3 clusters Score -6461518 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -6461541.000000 Penalty: 5491.502930
	Iteration 19Q: 3 clusters Score -6461541 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -6461558.500000 Penalty: 5491.502930
	Iteration 20F: 3 clusters Score -6461558 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -6461563.500000 Penalty: 5491.502930
	Iteration 21Q: 3 clusters Score -6461564 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -6461595.000000 Penalty: 5491.502930
	Iteration 22Q: 3 clusters Score -6461595 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -6461616.000000 Penalty: 5491.502930
	Iteration 23Q: 3 clusters Score -6461616 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -6461644.000000 Penalty: 5491.502930
	Iteration 24Q: 3 clusters Score -6461644 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -6461664.500000 Penalty: 5491.502930
	Iteration 25Q: 3 clusters Score -6461664 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -6461677.500000 Penalty: 5491.502930
	Iteration 26Q: 3 clusters Score -6461678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -6461669.000000 Penalty: 5491.502930
	Iteration 27Q: 3 clusters Score -6461669 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -6461686.500000 Penalty: 5491.502930
	Iteration 28Q: 3 clusters Score -6461686 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 60137 members 
Entering Unmasked Estep 
Score: -6461707.000000 Penalty: 5491.502930
	Iteration 29Q: 3 clusters Score -6461707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -6461714.500000 Penalty: 5491.502930
	Iteration 30Q: 3 clusters Score -6461714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -6461719.000000 Penalty: 5491.502930
	Iteration 31Q: 3 clusters Score -6461719 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
Score: -6461722.500000 Penalty: 5491.502930
	Iteration 32Q: 3 clusters Score -6461722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -6461720.000000 Penalty: 5491.502930
	Iteration 33Q: 3 clusters Score -6461720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -6461717.000000 Penalty: 5491.502930
	Iteration 34Q: 3 clusters Score -6461717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -6461720.500000 Penalty: 5491.502930
	Iteration 35Q: 3 clusters Score -6461720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -6461725.500000 Penalty: 5491.502930
	Iteration 36Q: 3 clusters Score -6461726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -6461732.500000 Penalty: 5491.502930
	Iteration 37Q: 3 clusters Score -6461732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -6461724.000000 Penalty: 5491.502930
	Iteration 38Q: 3 clusters Score -6461724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -6461725.000000 Penalty: 5491.502930
	Iteration 39Q: 3 clusters Score -6461725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -6461739.500000 Penalty: 5491.502930
	Iteration 40F: 3 clusters Score -6461740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -6461752.000000 Penalty: 5491.502930
	Iteration 41Q: 3 clusters Score -6461752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -6461758.000000 Penalty: 5491.502930
	Iteration 42Q: 3 clusters Score -6461758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -6461749.000000 Penalty: 5491.502930
	Iteration 43Q: 3 clusters Score -6461749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 60609 members 
Entering Unmasked Estep 
Score: -6461754.000000 Penalty: 5491.502930
	Iteration 44Q: 3 clusters Score -6461754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -6461761.000000 Penalty: 5491.502930
	Iteration 45Q: 3 clusters Score -6461761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -6461745.500000 Penalty: 5491.502930
	Iteration 46Q: 3 clusters Score -6461746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -6461748.000000 Penalty: 5491.502930
	Iteration 47Q: 3 clusters Score -6461748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -6461741.000000 Penalty: 5491.502930
	Iteration 48Q: 3 clusters Score -6461741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -6461741.500000 Penalty: 5491.502930
	Iteration 49Q: 3 clusters Score -6461742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -6461740.000000 Penalty: 5491.502930
	Iteration 50Q: 3 clusters Score -6461740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -6461757.500000 Penalty: 5491.502930
	Iteration 51Q: 3 clusters Score -6461758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -6461766.500000 Penalty: 5491.502930
	Iteration 52Q: 3 clusters Score -6461766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -6461775.000000 Penalty: 5491.502930
	Iteration 53Q: 3 clusters Score -6461775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -6461777.000000 Penalty: 5491.502930
	Iteration 54Q: 3 clusters Score -6461777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -6461778.500000 Penalty: 5491.502930
	Iteration 55Q: 3 clusters Score -6461778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -6461775.500000 Penalty: 5491.502930
	Iteration 56Q: 3 clusters Score -6461776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -6461779.500000 Penalty: 5491.502930
	Iteration 57Q: 3 clusters Score -6461780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -6461781.000000 Penalty: 5491.502930
	Iteration 58Q: 3 clusters Score -6461781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -6461772.500000 Penalty: 5491.502930
	Iteration 59Q: 3 clusters Score -6461772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -6461779.000000 Penalty: 5491.502930
	Iteration 60F: 3 clusters Score -6461779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -6461777.000000 Penalty: 5491.502930
	Iteration 61Q: 3 clusters Score -6461777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -6461787.500000 Penalty: 5491.502930
	Iteration 62Q: 3 clusters Score -6461788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -6461786.000000 Penalty: 5491.502930
	Iteration 63Q: 3 clusters Score -6461786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -6461783.500000 Penalty: 5491.502930
	Iteration 64Q: 3 clusters Score -6461784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -6461785.000000 Penalty: 5491.502930
	Iteration 65Q: 3 clusters Score -6461785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -6461785.000000 Penalty: 5491.502930
	Iteration 66Q: 3 clusters Score -6461785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -6461780.000000 Penalty: 5491.502930
	Iteration 67Q: 3 clusters Score -6461780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -6461789.000000 Penalty: 5491.502930
	Iteration 68Q: 3 clusters Score -6461789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -6461779.500000 Penalty: 5491.502930
	Iteration 69Q: 3 clusters Score -6461780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -6461780.000000 Penalty: 5491.502930
	Iteration 70Q: 3 clusters Score -6461780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -6461785.000000 Penalty: 5491.502930
	Iteration 71Q: 3 clusters Score -6461785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -6461789.000000 Penalty: 5491.502930
	Iteration 72Q: 3 clusters Score -6461789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -6461784.000000 Penalty: 5491.502930
	Iteration 73Q: 3 clusters Score -6461784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -6461784.500000 Penalty: 5491.502930
	Iteration 74Q: 3 clusters Score -6461784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 60933 members 
Entering Unmasked Estep 
Score: -6461783.500000 Penalty: 5491.502930
	Iteration 75Q: 3 clusters Score -6461784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -6461790.500000 Penalty: 5491.502930
	Iteration 76Q: 3 clusters Score -6461790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -6461784.500000 Penalty: 5491.502930
	Iteration 77Q: 3 clusters Score -6461784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 60947 members 
Entering Unmasked Estep 
Score: -6461783.500000 Penalty: 5491.502930
	Iteration 78Q: 3 clusters Score -6461784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 60950 members 
Entering Unmasked Estep 
Score: -6461779.500000 Penalty: 5491.502930
	Iteration 79Q: 3 clusters Score -6461780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -6461780.500000 Penalty: 5491.502930
	Iteration 80F: 3 clusters Score -6461780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -6461782.000000 Penalty: 5491.502930
	Iteration 81Q: 3 clusters Score -6461782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -6461779.000000 Penalty: 5491.502930
	Iteration 82Q: 3 clusters Score -6461779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
Score: -6461778.000000 Penalty: 5491.502930
	Iteration 83Q: 3 clusters Score -6461778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -6461779.500000 Penalty: 5491.502930
	Iteration 84Q: 3 clusters Score -6461780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -6461780.500000 Penalty: 5491.502930
	Iteration 85Q: 3 clusters Score -6461780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -6461780.500000 Penalty: 5491.502930
	Iteration 86F: 3 clusters Score -6461780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Entering Unmasked Estep 
Score: -1478454.250000 Penalty: 2385.841553
	Iteration 0F: 2 clusters Score -1478454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1467585.375000 Penalty: 4771.683105
	Iteration 0F: 3 clusters Score -1467585 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1471100.375000 Penalty: 4771.683105
	Iteration 1F: 3 clusters Score -1471100 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1471585.000000 Penalty: 4771.683105
	Iteration 2F: 3 clusters Score -1471585 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1472045.500000 Penalty: 4771.683105
	Iteration 3F: 3 clusters Score -1472046 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1472517.000000 Penalty: 4771.683105
	Iteration 4F: 3 clusters Score -1472517 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1473039.625000 Penalty: 4771.683105
	Iteration 5F: 3 clusters Score -1473040 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1473514.500000 Penalty: 4771.683105
	Iteration 6F: 3 clusters Score -1473514 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1473953.875000 Penalty: 4771.683105
	Iteration 7F: 3 clusters Score -1473954 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1474316.125000 Penalty: 4771.683105
	Iteration 8Q: 3 clusters Score -1474316 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1474579.375000 Penalty: 4771.683105
	Iteration 9Q: 3 clusters Score -1474579 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1474784.750000 Penalty: 4771.683105
	Iteration 10Q: 3 clusters Score -1474785 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1474938.500000 Penalty: 4771.683105
	Iteration 11Q: 3 clusters Score -1474938 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1475062.000000 Penalty: 4771.683105
	Iteration 12Q: 3 clusters Score -1475062 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1475155.625000 Penalty: 4771.683105
	Iteration 13Q: 3 clusters Score -1475156 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1475249.000000 Penalty: 4771.683105
	Iteration 14Q: 3 clusters Score -1475249 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1475338.625000 Penalty: 4771.683105
	Iteration 15Q: 3 clusters Score -1475339 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1475423.625000 Penalty: 4771.683105
	Iteration 16Q: 3 clusters Score -1475424 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1475509.125000 Penalty: 4771.683105
	Iteration 17Q: 3 clusters Score -1475509 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1475595.625000 Penalty: 4771.683105
	Iteration 18Q: 3 clusters Score -1475596 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1475717.875000 Penalty: 4771.683105
	Iteration 19Q: 3 clusters Score -1475718 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1475877.125000 Penalty: 4771.683105
	Iteration 20F: 3 clusters Score -1475877 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1476053.500000 Penalty: 4771.683105
	Iteration 21Q: 3 clusters Score -1476054 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1476171.125000 Penalty: 4771.683105
	Iteration 22Q: 3 clusters Score -1476171 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1476257.500000 Penalty: 4771.683105
	Iteration 23Q: 3 clusters Score -1476258 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1476336.750000 Penalty: 4771.683105
	Iteration 24Q: 3 clusters Score -1476337 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1476387.125000 Penalty: 4771.683105
	Iteration 25Q: 3 clusters Score -1476387 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1476426.875000 Penalty: 4771.683105
	Iteration 26Q: 3 clusters Score -1476427 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1476449.000000 Penalty: 4771.683105
	Iteration 27Q: 3 clusters Score -1476449 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1476464.375000 Penalty: 4771.683105
	Iteration 28Q: 3 clusters Score -1476464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1476475.125000 Penalty: 4771.683105
	Iteration 29Q: 3 clusters Score -1476475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1476478.625000 Penalty: 4771.683105
	Iteration 30Q: 3 clusters Score -1476479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1476482.500000 Penalty: 4771.683105
	Iteration 31Q: 3 clusters Score -1476482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1476489.000000 Penalty: 4771.683105
	Iteration 32Q: 3 clusters Score -1476489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1476495.625000 Penalty: 4771.683105
	Iteration 33Q: 3 clusters Score -1476496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1476493.000000 Penalty: 4771.683105
	Iteration 34Q: 3 clusters Score -1476493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1476493.000000 Penalty: 4771.683105
	Iteration 35Q: 3 clusters Score -1476493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1476496.625000 Penalty: 4771.683105
	Iteration 36Q: 3 clusters Score -1476497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1476498.000000 Penalty: 4771.683105
	Iteration 37Q: 3 clusters Score -1476498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1476500.375000 Penalty: 4771.683105
	Iteration 38Q: 3 clusters Score -1476500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1476502.000000 Penalty: 4771.683105
	Iteration 39Q: 3 clusters Score -1476502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1476503.625000 Penalty: 4771.683105
	Iteration 40F: 3 clusters Score -1476504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1476502.000000 Penalty: 4771.683105
	Iteration 41Q: 3 clusters Score -1476502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1476504.875000 Penalty: 4771.683105
	Iteration 42Q: 3 clusters Score -1476505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1476505.000000 Penalty: 4771.683105
	Iteration 43Q: 3 clusters Score -1476505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1476502.750000 Penalty: 4771.683105
	Iteration 44Q: 3 clusters Score -1476503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1476502.500000 Penalty: 4771.683105
	Iteration 45Q: 3 clusters Score -1476502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1476501.125000 Penalty: 4771.683105
	Iteration 46Q: 3 clusters Score -1476501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1476501.125000 Penalty: 4771.683105
	Iteration 47F: 3 clusters Score -1476501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Entering Unmasked Estep 
Score: -1656224.250000 Penalty: 2416.270508
	Iteration 0F: 2 clusters Score -1656224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1644103.375000 Penalty: 4832.541016
	Iteration 0F: 3 clusters Score -1644103 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1648068.375000 Penalty: 4832.541016
	Iteration 1F: 3 clusters Score -1648068 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1648702.750000 Penalty: 4832.541016
	Iteration 2F: 3 clusters Score -1648703 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1649556.000000 Penalty: 4832.541016
	Iteration 3F: 3 clusters Score -1649556 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1650526.875000 Penalty: 4832.541016
	Iteration 4F: 3 clusters Score -1650527 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1651456.000000 Penalty: 4832.541016
	Iteration 5F: 3 clusters Score -1651456 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1652400.750000 Penalty: 4832.541016
	Iteration 6F: 3 clusters Score -1652401 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1653214.750000 Penalty: 4832.541016
	Iteration 7F: 3 clusters Score -1653215 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1653830.875000 Penalty: 4832.541016
	Iteration 8F: 3 clusters Score -1653831 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1654212.625000 Penalty: 4832.541016
	Iteration 9Q: 3 clusters Score -1654213 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1654494.250000 Penalty: 4832.541016
	Iteration 10Q: 3 clusters Score -1654494 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1654713.500000 Penalty: 4832.541016
	Iteration 11Q: 3 clusters Score -1654714 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1654857.375000 Penalty: 4832.541016
	Iteration 12Q: 3 clusters Score -1654857 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1654953.125000 Penalty: 4832.541016
	Iteration 13Q: 3 clusters Score -1654953 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1655023.500000 Penalty: 4832.541016
	Iteration 14Q: 3 clusters Score -1655024 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1655069.625000 Penalty: 4832.541016
	Iteration 15Q: 3 clusters Score -1655070 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1655099.875000 Penalty: 4832.541016
	Iteration 16Q: 3 clusters Score -1655100 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1655130.375000 Penalty: 4832.541016
	Iteration 17Q: 3 clusters Score -1655130 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1655145.500000 Penalty: 4832.541016
	Iteration 18Q: 3 clusters Score -1655146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1655159.125000 Penalty: 4832.541016
	Iteration 19Q: 3 clusters Score -1655159 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1655175.250000 Penalty: 4832.541016
	Iteration 20F: 3 clusters Score -1655175 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1655190.500000 Penalty: 4832.541016
	Iteration 21Q: 3 clusters Score -1655190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1655199.750000 Penalty: 4832.541016
	Iteration 22Q: 3 clusters Score -1655200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1655218.625000 Penalty: 4832.541016
	Iteration 23Q: 3 clusters Score -1655219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1655225.000000 Penalty: 4832.541016
	Iteration 24Q: 3 clusters Score -1655225 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1655234.375000 Penalty: 4832.541016
	Iteration 25Q: 3 clusters Score -1655234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1655239.875000 Penalty: 4832.541016
	Iteration 26Q: 3 clusters Score -1655240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1655255.375000 Penalty: 4832.541016
	Iteration 27Q: 3 clusters Score -1655255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1655266.625000 Penalty: 4832.541016
	Iteration 28Q: 3 clusters Score -1655267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1655284.500000 Penalty: 4832.541016
	Iteration 29Q: 3 clusters Score -1655284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1655290.875000 Penalty: 4832.541016
	Iteration 30Q: 3 clusters Score -1655291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1655308.750000 Penalty: 4832.541016
	Iteration 31Q: 3 clusters Score -1655309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1655321.000000 Penalty: 4832.541016
	Iteration 32Q: 3 clusters Score -1655321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1655326.750000 Penalty: 4832.541016
	Iteration 33Q: 3 clusters Score -1655327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1655340.125000 Penalty: 4832.541016
	Iteration 34Q: 3 clusters Score -1655340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1655348.875000 Penalty: 4832.541016
	Iteration 35Q: 3 clusters Score -1655349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1655347.250000 Penalty: 4832.541016
	Iteration 36Q: 3 clusters Score -1655347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1655362.250000 Penalty: 4832.541016
	Iteration 37Q: 3 clusters Score -1655362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1655363.500000 Penalty: 4832.541016
	Iteration 38Q: 3 clusters Score -1655364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1655368.875000 Penalty: 4832.541016
	Iteration 39Q: 3 clusters Score -1655369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1655371.500000 Penalty: 4832.541016
	Iteration 40F: 3 clusters Score -1655372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1655370.625000 Penalty: 4832.541016
	Iteration 41Q: 3 clusters Score -1655371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1655373.875000 Penalty: 4832.541016
	Iteration 42Q: 3 clusters Score -1655374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1655375.750000 Penalty: 4832.541016
	Iteration 43Q: 3 clusters Score -1655376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1655379.375000 Penalty: 4832.541016
	Iteration 44Q: 3 clusters Score -1655379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1655376.750000 Penalty: 4832.541016
	Iteration 45Q: 3 clusters Score -1655377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1655377.875000 Penalty: 4832.541016
	Iteration 46Q: 3 clusters Score -1655378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1655377.875000 Penalty: 4832.541016
	Iteration 47Q: 3 clusters Score -1655378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1655382.500000 Penalty: 4832.541016
	Iteration 48Q: 3 clusters Score -1655382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1655385.000000 Penalty: 4832.541016
	Iteration 49Q: 3 clusters Score -1655385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1655394.125000 Penalty: 4832.541016
	Iteration 50Q: 3 clusters Score -1655394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1655396.375000 Penalty: 4832.541016
	Iteration 51Q: 3 clusters Score -1655396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1655396.375000 Penalty: 4832.541016
	Iteration 52Q: 3 clusters Score -1655396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1655397.375000 Penalty: 4832.541016
	Iteration 53Q: 3 clusters Score -1655397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1655401.500000 Penalty: 4832.541016
	Iteration 54Q: 3 clusters Score -1655402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1655407.625000 Penalty: 4832.541016
	Iteration 55Q: 3 clusters Score -1655408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1655412.750000 Penalty: 4832.541016
	Iteration 56Q: 3 clusters Score -1655413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1655420.625000 Penalty: 4832.541016
	Iteration 57Q: 3 clusters Score -1655421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1655429.625000 Penalty: 4832.541016
	Iteration 58Q: 3 clusters Score -1655430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1655432.125000 Penalty: 4832.541016
	Iteration 59Q: 3 clusters Score -1655432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1655436.000000 Penalty: 4832.541016
	Iteration 60F: 3 clusters Score -1655436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1655449.125000 Penalty: 4832.541016
	Iteration 61Q: 3 clusters Score -1655449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1655451.250000 Penalty: 4832.541016
	Iteration 62Q: 3 clusters Score -1655451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1655463.750000 Penalty: 4832.541016
	Iteration 63Q: 3 clusters Score -1655464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1655469.375000 Penalty: 4832.541016
	Iteration 64Q: 3 clusters Score -1655469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1655476.625000 Penalty: 4832.541016
	Iteration 65Q: 3 clusters Score -1655477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1655486.625000 Penalty: 4832.541016
	Iteration 66Q: 3 clusters Score -1655487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1655491.500000 Penalty: 4832.541016
	Iteration 67Q: 3 clusters Score -1655492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1655496.375000 Penalty: 4832.541016
	Iteration 68Q: 3 clusters Score -1655496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1655501.875000 Penalty: 4832.541016
	Iteration 69Q: 3 clusters Score -1655502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1655509.625000 Penalty: 4832.541016
	Iteration 70Q: 3 clusters Score -1655510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1655512.250000 Penalty: 4832.541016
	Iteration 71Q: 3 clusters Score -1655512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1655512.750000 Penalty: 4832.541016
	Iteration 72Q: 3 clusters Score -1655513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1655513.500000 Penalty: 4832.541016
	Iteration 73Q: 3 clusters Score -1655514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1655514.875000 Penalty: 4832.541016
	Iteration 74Q: 3 clusters Score -1655515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1655510.875000 Penalty: 4832.541016
	Iteration 75Q: 3 clusters Score -1655511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1655514.750000 Penalty: 4832.541016
	Iteration 76Q: 3 clusters Score -1655515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1655516.375000 Penalty: 4832.541016
	Iteration 77Q: 3 clusters Score -1655516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1655516.500000 Penalty: 4832.541016
	Iteration 78Q: 3 clusters Score -1655516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1655516.500000 Penalty: 4832.541016
	Iteration 79F: 3 clusters Score -1655516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Entering Unmasked Estep 
Score: -4079597.000000 Penalty: 2635.969238
	Iteration 0F: 2 clusters Score -4079597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4051669.750000 Penalty: 5271.938477
	Iteration 0F: 3 clusters Score -4051670 nChanged 18926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -4062758.000000 Penalty: 5271.938477
	Iteration 1F: 3 clusters Score -4062758 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4063784.750000 Penalty: 5271.938477
	Iteration 2F: 3 clusters Score -4063785 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -4064846.750000 Penalty: 5271.938477
	Iteration 3F: 3 clusters Score -4064847 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4066039.250000 Penalty: 5271.938477
	Iteration 4F: 3 clusters Score -4066039 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -4067425.000000 Penalty: 5271.938477
	Iteration 5F: 3 clusters Score -4067425 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -4069060.750000 Penalty: 5271.938477
	Iteration 6F: 3 clusters Score -4069061 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -4070901.500000 Penalty: 5271.938477
	Iteration 7F: 3 clusters Score -4070902 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -4072752.000000 Penalty: 5271.938477
	Iteration 8F: 3 clusters Score -4072752 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -4074317.500000 Penalty: 5271.938477
	Iteration 9Q: 3 clusters Score -4074318 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -4075546.000000 Penalty: 5271.938477
	Iteration 10Q: 3 clusters Score -4075546 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -4076394.250000 Penalty: 5271.938477
	Iteration 11Q: 3 clusters Score -4076394 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -4076944.250000 Penalty: 5271.938477
	Iteration 12Q: 3 clusters Score -4076944 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -4077321.000000 Penalty: 5271.938477
	Iteration 13Q: 3 clusters Score -4077321 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -4077613.250000 Penalty: 5271.938477
	Iteration 14Q: 3 clusters Score -4077613 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4077863.250000 Penalty: 5271.938477
	Iteration 15Q: 3 clusters Score -4077863 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -4078052.500000 Penalty: 5271.938477
	Iteration 16Q: 3 clusters Score -4078052 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4078176.000000 Penalty: 5271.938477
	Iteration 17Q: 3 clusters Score -4078176 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -4078245.250000 Penalty: 5271.938477
	Iteration 18Q: 3 clusters Score -4078245 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4078290.000000 Penalty: 5271.938477
	Iteration 19Q: 3 clusters Score -4078290 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -4078340.000000 Penalty: 5271.938477
	Iteration 20F: 3 clusters Score -4078340 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4078372.500000 Penalty: 5271.938477
	Iteration 21Q: 3 clusters Score -4078372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4078405.250000 Penalty: 5271.938477
	Iteration 22Q: 3 clusters Score -4078405 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -4078446.000000 Penalty: 5271.938477
	Iteration 23Q: 3 clusters Score -4078446 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4078455.750000 Penalty: 5271.938477
	Iteration 24Q: 3 clusters Score -4078456 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4078458.250000 Penalty: 5271.938477
	Iteration 25Q: 3 clusters Score -4078458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4078464.500000 Penalty: 5271.938477
	Iteration 26Q: 3 clusters Score -4078464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4078479.000000 Penalty: 5271.938477
	Iteration 27Q: 3 clusters Score -4078479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4078493.750000 Penalty: 5271.938477
	Iteration 28Q: 3 clusters Score -4078494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4078507.000000 Penalty: 5271.938477
	Iteration 29Q: 3 clusters Score -4078507 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -4078512.000000 Penalty: 5271.938477
	Iteration 30Q: 3 clusters Score -4078512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4078520.250000 Penalty: 5271.938477
	Iteration 31Q: 3 clusters Score -4078520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4078535.750000 Penalty: 5271.938477
	Iteration 32Q: 3 clusters Score -4078536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -4078532.750000 Penalty: 5271.938477
	Iteration 33Q: 3 clusters Score -4078533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4078543.500000 Penalty: 5271.938477
	Iteration 34Q: 3 clusters Score -4078544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4078553.750000 Penalty: 5271.938477
	Iteration 35Q: 3 clusters Score -4078554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4078568.250000 Penalty: 5271.938477
	Iteration 36Q: 3 clusters Score -4078568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4078571.500000 Penalty: 5271.938477
	Iteration 37Q: 3 clusters Score -4078572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4078567.250000 Penalty: 5271.938477
	Iteration 38Q: 3 clusters Score -4078567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4078581.000000 Penalty: 5271.938477
	Iteration 39Q: 3 clusters Score -4078581 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4078582.250000 Penalty: 5271.938477
	Iteration 40F: 3 clusters Score -4078582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4078592.250000 Penalty: 5271.938477
	Iteration 41Q: 3 clusters Score -4078592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4078594.750000 Penalty: 5271.938477
	Iteration 42Q: 3 clusters Score -4078595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4078592.500000 Penalty: 5271.938477
	Iteration 43Q: 3 clusters Score -4078592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4078593.500000 Penalty: 5271.938477
	Iteration 44Q: 3 clusters Score -4078594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4078593.000000 Penalty: 5271.938477
	Iteration 45Q: 3 clusters Score -4078593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4078603.500000 Penalty: 5271.938477
	Iteration 46Q: 3 clusters Score -4078604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4078606.250000 Penalty: 5271.938477
	Iteration 47Q: 3 clusters Score -4078606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4078614.250000 Penalty: 5271.938477
	Iteration 48Q: 3 clusters Score -4078614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4078621.250000 Penalty: 5271.938477
	Iteration 49Q: 3 clusters Score -4078621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4078622.250000 Penalty: 5271.938477
	Iteration 50Q: 3 clusters Score -4078622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4078617.500000 Penalty: 5271.938477
	Iteration 51Q: 3 clusters Score -4078618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4078627.000000 Penalty: 5271.938477
	Iteration 52Q: 3 clusters Score -4078627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4078628.500000 Penalty: 5271.938477
	Iteration 53Q: 3 clusters Score -4078628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4078629.500000 Penalty: 5271.938477
	Iteration 54Q: 3 clusters Score -4078630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4078626.000000 Penalty: 5271.938477
	Iteration 55Q: 3 clusters Score -4078626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4078628.250000 Penalty: 5271.938477
	Iteration 56Q: 3 clusters Score -4078628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4078627.500000 Penalty: 5271.938477
	Iteration 57Q: 3 clusters Score -4078628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4078631.250000 Penalty: 5271.938477
	Iteration 58Q: 3 clusters Score -4078631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4078637.500000 Penalty: 5271.938477
	Iteration 59Q: 3 clusters Score -4078638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4078638.000000 Penalty: 5271.938477
	Iteration 60F: 3 clusters Score -4078638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4078638.250000 Penalty: 5271.938477
	Iteration 61Q: 3 clusters Score -4078638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4078645.250000 Penalty: 5271.938477
	Iteration 62Q: 3 clusters Score -4078645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4078645.250000 Penalty: 5271.938477
	Iteration 63Q: 3 clusters Score -4078645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4078648.000000 Penalty: 5271.938477
	Iteration 64Q: 3 clusters Score -4078648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4078640.500000 Penalty: 5271.938477
	Iteration 65Q: 3 clusters Score -4078640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4078643.500000 Penalty: 5271.938477
	Iteration 66Q: 3 clusters Score -4078644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4078642.250000 Penalty: 5271.938477
	Iteration 67Q: 3 clusters Score -4078642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4078646.000000 Penalty: 5271.938477
	Iteration 68Q: 3 clusters Score -4078646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4078650.000000 Penalty: 5271.938477
	Iteration 69Q: 3 clusters Score -4078650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4078650.250000 Penalty: 5271.938477
	Iteration 70Q: 3 clusters Score -4078650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4078650.250000 Penalty: 5271.938477
	Iteration 71Q: 3 clusters Score -4078650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4078648.000000 Penalty: 5271.938477
	Iteration 72Q: 3 clusters Score -4078648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4078648.750000 Penalty: 5271.938477
	Iteration 73Q: 3 clusters Score -4078649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4078648.750000 Penalty: 5271.938477
	Iteration 74Q: 3 clusters Score -4078649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4078650.250000 Penalty: 5271.938477
	Iteration 75Q: 3 clusters Score -4078650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4078644.250000 Penalty: 5271.938477
	Iteration 76Q: 3 clusters Score -4078644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4078647.500000 Penalty: 5271.938477
	Iteration 77Q: 3 clusters Score -4078648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4078647.500000 Penalty: 5271.938477
	Iteration 78Q: 3 clusters Score -4078648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4078647.500000 Penalty: 5271.938477
	Iteration 79F: 3 clusters Score -4078648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Entering Unmasked Estep 
Score: -1971945.750000 Penalty: 2457.326660
	Iteration 0F: 2 clusters Score -1971946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1957867.250000 Penalty: 4914.653320
	Iteration 0F: 3 clusters Score -1957867 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1962562.625000 Penalty: 4914.653320
	Iteration 1F: 3 clusters Score -1962563 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1962928.125000 Penalty: 4914.653320
	Iteration 2F: 3 clusters Score -1962928 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1963198.500000 Penalty: 4914.653320
	Iteration 3Q: 3 clusters Score -1963198 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1963468.875000 Penalty: 4914.653320
	Iteration 4Q: 3 clusters Score -1963469 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1963727.750000 Penalty: 4914.653320
	Iteration 5Q: 3 clusters Score -1963728 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1963982.750000 Penalty: 4914.653320
	Iteration 6Q: 3 clusters Score -1963983 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1964253.250000 Penalty: 4914.653320
	Iteration 7Q: 3 clusters Score -1964253 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1964540.750000 Penalty: 4914.653320
	Iteration 8Q: 3 clusters Score -1964541 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1964880.125000 Penalty: 4914.653320
	Iteration 9Q: 3 clusters Score -1964880 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1965248.750000 Penalty: 4914.653320
	Iteration 10Q: 3 clusters Score -1965249 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1965625.875000 Penalty: 4914.653320
	Iteration 11Q: 3 clusters Score -1965626 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1965965.375000 Penalty: 4914.653320
	Iteration 12Q: 3 clusters Score -1965965 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1966274.625000 Penalty: 4914.653320
	Iteration 13Q: 3 clusters Score -1966275 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1966551.875000 Penalty: 4914.653320
	Iteration 14Q: 3 clusters Score -1966552 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1966759.125000 Penalty: 4914.653320
	Iteration 15Q: 3 clusters Score -1966759 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1966910.875000 Penalty: 4914.653320
	Iteration 16Q: 3 clusters Score -1966911 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1967023.250000 Penalty: 4914.653320
	Iteration 17Q: 3 clusters Score -1967023 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1967116.500000 Penalty: 4914.653320
	Iteration 18Q: 3 clusters Score -1967116 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1967188.750000 Penalty: 4914.653320
	Iteration 19Q: 3 clusters Score -1967189 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1967280.375000 Penalty: 4914.653320
	Iteration 20F: 3 clusters Score -1967280 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1967375.250000 Penalty: 4914.653320
	Iteration 21Q: 3 clusters Score -1967375 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1967484.750000 Penalty: 4914.653320
	Iteration 22Q: 3 clusters Score -1967485 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1967620.250000 Penalty: 4914.653320
	Iteration 23Q: 3 clusters Score -1967620 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1967770.625000 Penalty: 4914.653320
	Iteration 24Q: 3 clusters Score -1967771 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1967922.625000 Penalty: 4914.653320
	Iteration 25Q: 3 clusters Score -1967923 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1968050.125000 Penalty: 4914.653320
	Iteration 26Q: 3 clusters Score -1968050 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1968199.500000 Penalty: 4914.653320
	Iteration 27Q: 3 clusters Score -1968200 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1968364.125000 Penalty: 4914.653320
	Iteration 28Q: 3 clusters Score -1968364 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1968544.250000 Penalty: 4914.653320
	Iteration 29Q: 3 clusters Score -1968544 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1968733.000000 Penalty: 4914.653320
	Iteration 30Q: 3 clusters Score -1968733 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1968923.375000 Penalty: 4914.653320
	Iteration 31Q: 3 clusters Score -1968923 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1969095.750000 Penalty: 4914.653320
	Iteration 32Q: 3 clusters Score -1969096 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1969222.750000 Penalty: 4914.653320
	Iteration 33Q: 3 clusters Score -1969223 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1969337.125000 Penalty: 4914.653320
	Iteration 34Q: 3 clusters Score -1969337 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1969429.750000 Penalty: 4914.653320
	Iteration 35Q: 3 clusters Score -1969430 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1969492.500000 Penalty: 4914.653320
	Iteration 36Q: 3 clusters Score -1969492 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1969540.125000 Penalty: 4914.653320
	Iteration 37Q: 3 clusters Score -1969540 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1969586.875000 Penalty: 4914.653320
	Iteration 38Q: 3 clusters Score -1969587 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1969620.375000 Penalty: 4914.653320
	Iteration 39Q: 3 clusters Score -1969620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1969651.750000 Penalty: 4914.653320
	Iteration 40F: 3 clusters Score -1969652 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1969675.375000 Penalty: 4914.653320
	Iteration 41Q: 3 clusters Score -1969675 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1969696.375000 Penalty: 4914.653320
	Iteration 42Q: 3 clusters Score -1969696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1969711.500000 Penalty: 4914.653320
	Iteration 43Q: 3 clusters Score -1969712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1969724.875000 Penalty: 4914.653320
	Iteration 44Q: 3 clusters Score -1969725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1969733.500000 Penalty: 4914.653320
	Iteration 45Q: 3 clusters Score -1969734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1969746.625000 Penalty: 4914.653320
	Iteration 46Q: 3 clusters Score -1969747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1969763.250000 Penalty: 4914.653320
	Iteration 47Q: 3 clusters Score -1969763 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1969774.500000 Penalty: 4914.653320
	Iteration 48Q: 3 clusters Score -1969774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1969785.500000 Penalty: 4914.653320
	Iteration 49Q: 3 clusters Score -1969786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1969797.125000 Penalty: 4914.653320
	Iteration 50Q: 3 clusters Score -1969797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1969802.250000 Penalty: 4914.653320
	Iteration 51Q: 3 clusters Score -1969802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1969810.625000 Penalty: 4914.653320
	Iteration 52Q: 3 clusters Score -1969811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1969811.750000 Penalty: 4914.653320
	Iteration 53Q: 3 clusters Score -1969812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1969819.250000 Penalty: 4914.653320
	Iteration 54Q: 3 clusters Score -1969819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1969816.750000 Penalty: 4914.653320
	Iteration 55Q: 3 clusters Score -1969817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1969825.375000 Penalty: 4914.653320
	Iteration 56Q: 3 clusters Score -1969825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1969825.500000 Penalty: 4914.653320
	Iteration 57Q: 3 clusters Score -1969826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1969831.375000 Penalty: 4914.653320
	Iteration 58Q: 3 clusters Score -1969831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1969828.125000 Penalty: 4914.653320
	Iteration 59Q: 3 clusters Score -1969828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1969825.250000 Penalty: 4914.653320
	Iteration 60F: 3 clusters Score -1969825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1969829.875000 Penalty: 4914.653320
	Iteration 61Q: 3 clusters Score -1969830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1969829.500000 Penalty: 4914.653320
	Iteration 62Q: 3 clusters Score -1969830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1969830.750000 Penalty: 4914.653320
	Iteration 63Q: 3 clusters Score -1969831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1969831.750000 Penalty: 4914.653320
	Iteration 64Q: 3 clusters Score -1969832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1969832.625000 Penalty: 4914.653320
	Iteration 65Q: 3 clusters Score -1969833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1969836.125000 Penalty: 4914.653320
	Iteration 66Q: 3 clusters Score -1969836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1969835.625000 Penalty: 4914.653320
	Iteration 67Q: 3 clusters Score -1969836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1969835.625000 Penalty: 4914.653320
	Iteration 68F: 3 clusters Score -1969836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Entering Unmasked Estep 
Score: -2237659.000000 Penalty: 2507.595947
	Iteration 0F: 2 clusters Score -2237659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2220670.000000 Penalty: 5015.191895
	Iteration 0F: 3 clusters Score -2220670 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2226771.500000 Penalty: 5015.191895
	Iteration 1F: 3 clusters Score -2226772 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2227350.500000 Penalty: 5015.191895
	Iteration 2F: 3 clusters Score -2227350 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2227901.500000 Penalty: 5015.191895
	Iteration 3Q: 3 clusters Score -2227902 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2228446.750000 Penalty: 5015.191895
	Iteration 4Q: 3 clusters Score -2228447 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2229038.500000 Penalty: 5015.191895
	Iteration 5Q: 3 clusters Score -2229038 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2229678.250000 Penalty: 5015.191895
	Iteration 6Q: 3 clusters Score -2229678 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2230325.000000 Penalty: 5015.191895
	Iteration 7Q: 3 clusters Score -2230325 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2231015.250000 Penalty: 5015.191895
	Iteration 8Q: 3 clusters Score -2231015 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2231674.250000 Penalty: 5015.191895
	Iteration 9Q: 3 clusters Score -2231674 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2232264.500000 Penalty: 5015.191895
	Iteration 10Q: 3 clusters Score -2232264 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2232868.500000 Penalty: 5015.191895
	Iteration 11Q: 3 clusters Score -2232868 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2233457.250000 Penalty: 5015.191895
	Iteration 12Q: 3 clusters Score -2233457 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2233957.000000 Penalty: 5015.191895
	Iteration 13Q: 3 clusters Score -2233957 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2234386.750000 Penalty: 5015.191895
	Iteration 14Q: 3 clusters Score -2234387 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2234708.250000 Penalty: 5015.191895
	Iteration 15Q: 3 clusters Score -2234708 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2234955.000000 Penalty: 5015.191895
	Iteration 16Q: 3 clusters Score -2234955 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2235166.000000 Penalty: 5015.191895
	Iteration 17Q: 3 clusters Score -2235166 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2235311.500000 Penalty: 5015.191895
	Iteration 18Q: 3 clusters Score -2235312 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2235421.250000 Penalty: 5015.191895
	Iteration 19Q: 3 clusters Score -2235421 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2235509.250000 Penalty: 5015.191895
	Iteration 20F: 3 clusters Score -2235509 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2235570.000000 Penalty: 5015.191895
	Iteration 21Q: 3 clusters Score -2235570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2235604.000000 Penalty: 5015.191895
	Iteration 22Q: 3 clusters Score -2235604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2235632.250000 Penalty: 5015.191895
	Iteration 23Q: 3 clusters Score -2235632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2235667.500000 Penalty: 5015.191895
	Iteration 24Q: 3 clusters Score -2235668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2235690.000000 Penalty: 5015.191895
	Iteration 25Q: 3 clusters Score -2235690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2235702.250000 Penalty: 5015.191895
	Iteration 26Q: 3 clusters Score -2235702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2235712.500000 Penalty: 5015.191895
	Iteration 27Q: 3 clusters Score -2235712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2235719.500000 Penalty: 5015.191895
	Iteration 28Q: 3 clusters Score -2235720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2235723.000000 Penalty: 5015.191895
	Iteration 29Q: 3 clusters Score -2235723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2235726.250000 Penalty: 5015.191895
	Iteration 30Q: 3 clusters Score -2235726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2235729.250000 Penalty: 5015.191895
	Iteration 31Q: 3 clusters Score -2235729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2235729.750000 Penalty: 5015.191895
	Iteration 32Q: 3 clusters Score -2235730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2235733.750000 Penalty: 5015.191895
	Iteration 33Q: 3 clusters Score -2235734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2235738.750000 Penalty: 5015.191895
	Iteration 34Q: 3 clusters Score -2235739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2235745.250000 Penalty: 5015.191895
	Iteration 35Q: 3 clusters Score -2235745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2235752.250000 Penalty: 5015.191895
	Iteration 36Q: 3 clusters Score -2235752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2235751.250000 Penalty: 5015.191895
	Iteration 37Q: 3 clusters Score -2235751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2235757.750000 Penalty: 5015.191895
	Iteration 38Q: 3 clusters Score -2235758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2235761.250000 Penalty: 5015.191895
	Iteration 39Q: 3 clusters Score -2235761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2235761.000000 Penalty: 5015.191895
	Iteration 40F: 3 clusters Score -2235761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2235762.250000 Penalty: 5015.191895
	Iteration 41Q: 3 clusters Score -2235762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2235762.250000 Penalty: 5015.191895
	Iteration 42Q: 3 clusters Score -2235762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2235765.000000 Penalty: 5015.191895
	Iteration 43Q: 3 clusters Score -2235765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2235766.250000 Penalty: 5015.191895
	Iteration 44Q: 3 clusters Score -2235766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2235766.250000 Penalty: 5015.191895
	Iteration 45F: 3 clusters Score -2235766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Entering Unmasked Estep 
Score: -2459982.500000 Penalty: 2500.721924
	Iteration 0F: 2 clusters Score -2459982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2443443.500000 Penalty: 5001.443848
	Iteration 0F: 3 clusters Score -2443444 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2449034.000000 Penalty: 5001.443848
	Iteration 1F: 3 clusters Score -2449034 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2449412.250000 Penalty: 5001.443848
	Iteration 2Q: 3 clusters Score -2449412 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2449722.000000 Penalty: 5001.443848
	Iteration 3Q: 3 clusters Score -2449722 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2450025.750000 Penalty: 5001.443848
	Iteration 4Q: 3 clusters Score -2450026 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2450319.500000 Penalty: 5001.443848
	Iteration 5Q: 3 clusters Score -2450320 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2450719.000000 Penalty: 5001.443848
	Iteration 6Q: 3 clusters Score -2450719 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2451222.750000 Penalty: 5001.443848
	Iteration 7Q: 3 clusters Score -2451223 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2451887.000000 Penalty: 5001.443848
	Iteration 8Q: 3 clusters Score -2451887 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2452810.500000 Penalty: 5001.443848
	Iteration 9F: 3 clusters Score -2452810 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2453941.750000 Penalty: 5001.443848
	Iteration 10F: 3 clusters Score -2453942 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2455165.500000 Penalty: 5001.443848
	Iteration 11F: 3 clusters Score -2455166 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2456244.500000 Penalty: 5001.443848
	Iteration 12Q: 3 clusters Score -2456244 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2456984.000000 Penalty: 5001.443848
	Iteration 13Q: 3 clusters Score -2456984 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2457375.250000 Penalty: 5001.443848
	Iteration 14Q: 3 clusters Score -2457375 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2457561.500000 Penalty: 5001.443848
	Iteration 15Q: 3 clusters Score -2457562 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2457657.250000 Penalty: 5001.443848
	Iteration 16Q: 3 clusters Score -2457657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2457704.250000 Penalty: 5001.443848
	Iteration 17Q: 3 clusters Score -2457704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2457733.750000 Penalty: 5001.443848
	Iteration 18Q: 3 clusters Score -2457734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2457756.000000 Penalty: 5001.443848
	Iteration 19Q: 3 clusters Score -2457756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2457778.250000 Penalty: 5001.443848
	Iteration 20F: 3 clusters Score -2457778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2457786.000000 Penalty: 5001.443848
	Iteration 21Q: 3 clusters Score -2457786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2457794.250000 Penalty: 5001.443848
	Iteration 22Q: 3 clusters Score -2457794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2457804.000000 Penalty: 5001.443848
	Iteration 23Q: 3 clusters Score -2457804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2457807.500000 Penalty: 5001.443848
	Iteration 24Q: 3 clusters Score -2457808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2457813.250000 Penalty: 5001.443848
	Iteration 25Q: 3 clusters Score -2457813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2457819.000000 Penalty: 5001.443848
	Iteration 26Q: 3 clusters Score -2457819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2457820.500000 Penalty: 5001.443848
	Iteration 27Q: 3 clusters Score -2457820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2457824.250000 Penalty: 5001.443848
	Iteration 28Q: 3 clusters Score -2457824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2457827.000000 Penalty: 5001.443848
	Iteration 29Q: 3 clusters Score -2457827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2457831.250000 Penalty: 5001.443848
	Iteration 30Q: 3 clusters Score -2457831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2457833.250000 Penalty: 5001.443848
	Iteration 31Q: 3 clusters Score -2457833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2457833.250000 Penalty: 5001.443848
	Iteration 32F: 3 clusters Score -2457833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Entering Unmasked Estep 
Score: -961520.500000 Penalty: 2280.416260
	Iteration 0F: 2 clusters Score -961520.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -953877.437500 Penalty: 4560.832520
	Iteration 0F: 3 clusters Score -953877.4 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -956190.937500 Penalty: 4560.832520
	Iteration 1F: 3 clusters Score -956190.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -956523.750000 Penalty: 4560.832520
	Iteration 2F: 3 clusters Score -956523.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -956829.125000 Penalty: 4560.832520
	Iteration 3F: 3 clusters Score -956829.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -957135.187500 Penalty: 4560.832520
	Iteration 4F: 3 clusters Score -957135.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -957469.187500 Penalty: 4560.832520
	Iteration 5F: 3 clusters Score -957469.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -957830.000000 Penalty: 4560.832520
	Iteration 6F: 3 clusters Score -957830 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -958227.250000 Penalty: 4560.832520
	Iteration 7F: 3 clusters Score -958227.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -958740.562500 Penalty: 4560.832520
	Iteration 8F: 3 clusters Score -958740.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -959387.000000 Penalty: 4560.832520
	Iteration 9F: 3 clusters Score -959387 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -960118.875000 Penalty: 4560.832520
	Iteration 10F: 3 clusters Score -960118.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -960699.687500 Penalty: 4560.832520
	Iteration 11F: 3 clusters Score -960699.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -961065.250000 Penalty: 4560.832520
	Iteration 12Q: 3 clusters Score -961065.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -961253.375000 Penalty: 4560.832520
	Iteration 13Q: 3 clusters Score -961253.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -961364.875000 Penalty: 4560.832520
	Iteration 14Q: 3 clusters Score -961364.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -961440.875000 Penalty: 4560.832520
	Iteration 15Q: 3 clusters Score -961440.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -961504.250000 Penalty: 4560.832520
	Iteration 16Q: 3 clusters Score -961504.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -961564.625000 Penalty: 4560.832520
	Iteration 17Q: 3 clusters Score -961564.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -961601.000000 Penalty: 4560.832520
	Iteration 18Q: 3 clusters Score -961601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -961618.125000 Penalty: 4560.832520
	Iteration 19Q: 3 clusters Score -961618.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -961631.687500 Penalty: 4560.832520
	Iteration 20F: 3 clusters Score -961631.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -961639.875000 Penalty: 4560.832520
	Iteration 21Q: 3 clusters Score -961639.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -961645.000000 Penalty: 4560.832520
	Iteration 22Q: 3 clusters Score -961645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -961650.375000 Penalty: 4560.832520
	Iteration 23Q: 3 clusters Score -961650.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -961650.500000 Penalty: 4560.832520
	Iteration 24Q: 3 clusters Score -961650.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -961650.437500 Penalty: 4560.832520
	Iteration 25Q: 3 clusters Score -961650.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -961652.625000 Penalty: 4560.832520
	Iteration 26Q: 3 clusters Score -961652.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -961652.625000 Penalty: 4560.832520
	Iteration 27F: 3 clusters Score -961652.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201925 members 
Mstep: Class 2 contains 213916 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21089 members 
Mstep: Class 6 contains 64317 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 41312 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24619 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 6154 members 
Mstep: Class 14 contains 161928 members 
Mstep: Class 15 contains 48353 members 
Mstep: Class 16 contains 235776 members 
Mstep: Class 17 contains 15151 members 
Mstep: Class 18 contains 24261 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24458 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232487 members 
Mstep: Class 25 contains 9786 members 
Mstep: Class 26 contains 7471 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70666 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7731 members 
Mstep: Class 33 contains 12714 members 
Mstep: Class 34 contains 42928 members 
Mstep: Class 35 contains 3696 members 
Entering Unmasked Estep 
Score: -157152624.000000 Penalty: 124097.632812
Splitting cluster 13 changes total score from -157153744.000000 to -157152624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (161928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161928 members 
Entering Unmasked Estep 
Score: -16431141.000000 Penalty: 2974.737061
	Iteration 0F: 2 clusters Score -1.643114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -16322887.000000 Penalty: 5949.474121
	Iteration 0F: 3 clusters Score -1.632289e+07 nChanged 77395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81763 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -16367344.000000 Penalty: 5949.474121
	Iteration 1F: 3 clusters Score -1.636734e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 79858 members 
Entering Unmasked Estep 
Score: -16368378.000000 Penalty: 5949.474121
	Iteration 2Q: 3 clusters Score -1.636838e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
Score: -16369730.000000 Penalty: 5949.474121
	Iteration 3Q: 3 clusters Score -1.636973e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82801 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -16371530.000000 Penalty: 5949.474121
	Iteration 4Q: 3 clusters Score -1.637153e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82991 members 
Mstep: Class 2 contains 78937 members 
Entering Unmasked Estep 
Score: -16373878.000000 Penalty: 5949.474121
	Iteration 5Q: 3 clusters Score -1.637388e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82966 members 
Mstep: Class 2 contains 78962 members 
Entering Unmasked Estep 
Score: -16377013.000000 Penalty: 5949.474121
	Iteration 6Q: 3 clusters Score -1.637701e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -16380884.000000 Penalty: 5949.474121
	Iteration 7Q: 3 clusters Score -1.638088e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -16385264.000000 Penalty: 5949.474121
	Iteration 8F: 3 clusters Score -1.638526e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81086 members 
Mstep: Class 2 contains 80842 members 
Entering Unmasked Estep 
Score: -16390029.000000 Penalty: 5949.474121
	Iteration 9F: 3 clusters Score -1.639003e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -16394589.000000 Penalty: 5949.474121
	Iteration 10F: 3 clusters Score -1.639459e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -16398897.000000 Penalty: 5949.474121
	Iteration 11F: 3 clusters Score -1.63989e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -16402605.000000 Penalty: 5949.474121
	Iteration 12Q: 3 clusters Score -1.64026e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -16405810.000000 Penalty: 5949.474121
	Iteration 13Q: 3 clusters Score -1.640581e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 87182 members 
Entering Unmasked Estep 
Score: -16408706.000000 Penalty: 5949.474121
	Iteration 14Q: 3 clusters Score -1.640871e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 88956 members 
Entering Unmasked Estep 
Score: -16410813.000000 Penalty: 5949.474121
	Iteration 15Q: 3 clusters Score -1.641081e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -16412401.000000 Penalty: 5949.474121
	Iteration 16Q: 3 clusters Score -1.64124e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -16413328.000000 Penalty: 5949.474121
	Iteration 17Q: 3 clusters Score -1.641333e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66870 members 
Mstep: Class 2 contains 95058 members 
Entering Unmasked Estep 
Score: -16413999.000000 Penalty: 5949.474121
	Iteration 18Q: 3 clusters Score -1.6414e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 97037 members 
Entering Unmasked Estep 
Score: -16414671.000000 Penalty: 5949.474121
	Iteration 19Q: 3 clusters Score -1.641467e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62976 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
Score: -16415252.000000 Penalty: 5949.474121
	Iteration 20F: 3 clusters Score -1.641525e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -16415692.000000 Penalty: 5949.474121
	Iteration 21Q: 3 clusters Score -1.641569e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 102803 members 
Entering Unmasked Estep 
Score: -16416134.000000 Penalty: 5949.474121
	Iteration 22Q: 3 clusters Score -1.641613e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57071 members 
Mstep: Class 2 contains 104857 members 
Entering Unmasked Estep 
Score: -16416742.000000 Penalty: 5949.474121
	Iteration 23Q: 3 clusters Score -1.641674e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -16417287.000000 Penalty: 5949.474121
	Iteration 24Q: 3 clusters Score -1.641729e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 108830 members 
Entering Unmasked Estep 
Score: -16417836.000000 Penalty: 5949.474121
	Iteration 25Q: 3 clusters Score -1.641784e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 110876 members 
Entering Unmasked Estep 
Score: -16418362.000000 Penalty: 5949.474121
	Iteration 26Q: 3 clusters Score -1.641836e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 112902 members 
Entering Unmasked Estep 
Score: -16418904.000000 Penalty: 5949.474121
	Iteration 27Q: 3 clusters Score -1.64189e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 114950 members 
Entering Unmasked Estep 
Score: -16419457.000000 Penalty: 5949.474121
	Iteration 28Q: 3 clusters Score -1.641946e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 116987 members 
Entering Unmasked Estep 
Score: -16419966.000000 Penalty: 5949.474121
	Iteration 29Q: 3 clusters Score -1.641997e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 118980 members 
Entering Unmasked Estep 
Score: -16420496.000000 Penalty: 5949.474121
	Iteration 30Q: 3 clusters Score -1.64205e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 120973 members 
Entering Unmasked Estep 
Score: -16421024.000000 Penalty: 5949.474121
	Iteration 31Q: 3 clusters Score -1.642102e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 122906 members 
Entering Unmasked Estep 
Score: -16421567.000000 Penalty: 5949.474121
	Iteration 32Q: 3 clusters Score -1.642157e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 124861 members 
Entering Unmasked Estep 
Score: -16422120.000000 Penalty: 5949.474121
	Iteration 33Q: 3 clusters Score -1.642212e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 126813 members 
Entering Unmasked Estep 
Score: -16422586.000000 Penalty: 5949.474121
	Iteration 34Q: 3 clusters Score -1.642259e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 128641 members 
Entering Unmasked Estep 
Score: -16423111.000000 Penalty: 5949.474121
	Iteration 35Q: 3 clusters Score -1.642311e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 130391 members 
Entering Unmasked Estep 
Score: -16423675.000000 Penalty: 5949.474121
	Iteration 36Q: 3 clusters Score -1.642368e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 132056 members 
Entering Unmasked Estep 
Score: -16424139.000000 Penalty: 5949.474121
	Iteration 37Q: 3 clusters Score -1.642414e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 133614 members 
Entering Unmasked Estep 
Score: -16424545.000000 Penalty: 5949.474121
	Iteration 38Q: 3 clusters Score -1.642454e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 135056 members 
Entering Unmasked Estep 
Score: -16424878.000000 Penalty: 5949.474121
	Iteration 39Q: 3 clusters Score -1.642488e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 136419 members 
Entering Unmasked Estep 
Score: -16425196.000000 Penalty: 5949.474121
	Iteration 40F: 3 clusters Score -1.64252e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 137720 members 
Entering Unmasked Estep 
Score: -16425554.000000 Penalty: 5949.474121
	Iteration 41Q: 3 clusters Score -1.642555e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 138944 members 
Entering Unmasked Estep 
Score: -16425810.000000 Penalty: 5949.474121
	Iteration 42Q: 3 clusters Score -1.642581e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 140113 members 
Entering Unmasked Estep 
Score: -16426098.000000 Penalty: 5949.474121
	Iteration 43Q: 3 clusters Score -1.64261e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 141234 members 
Entering Unmasked Estep 
Score: -16426373.000000 Penalty: 5949.474121
	Iteration 44Q: 3 clusters Score -1.642637e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 142274 members 
Entering Unmasked Estep 
Score: -16426600.000000 Penalty: 5949.474121
	Iteration 45Q: 3 clusters Score -1.64266e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 143311 members 
Entering Unmasked Estep 
Score: -16426891.000000 Penalty: 5949.474121
	Iteration 46Q: 3 clusters Score -1.642689e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 144307 members 
Entering Unmasked Estep 
Score: -16427135.000000 Penalty: 5949.474121
	Iteration 47Q: 3 clusters Score -1.642714e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 145239 members 
Entering Unmasked Estep 
Score: -16427391.000000 Penalty: 5949.474121
	Iteration 48Q: 3 clusters Score -1.642739e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 146175 members 
Entering Unmasked Estep 
Score: -16427605.000000 Penalty: 5949.474121
	Iteration 49Q: 3 clusters Score -1.64276e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 147062 members 
Entering Unmasked Estep 
Score: -16427773.000000 Penalty: 5949.474121
	Iteration 50Q: 3 clusters Score -1.642777e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 147889 members 
Entering Unmasked Estep 
Score: -16427978.000000 Penalty: 5949.474121
	Iteration 51Q: 3 clusters Score -1.642798e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 148671 members 
Entering Unmasked Estep 
Score: -16428168.000000 Penalty: 5949.474121
	Iteration 52Q: 3 clusters Score -1.642817e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 149407 members 
Entering Unmasked Estep 
Score: -16428227.000000 Penalty: 5949.474121
	Iteration 53Q: 3 clusters Score -1.642823e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 150072 members 
Entering Unmasked Estep 
Score: -16428385.000000 Penalty: 5949.474121
	Iteration 54Q: 3 clusters Score -1.642838e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 150641 members 
Entering Unmasked Estep 
Score: -16428527.000000 Penalty: 5949.474121
	Iteration 55Q: 3 clusters Score -1.642853e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 151166 members 
Entering Unmasked Estep 
Score: -16428619.000000 Penalty: 5949.474121
	Iteration 56Q: 3 clusters Score -1.642862e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 151646 members 
Entering Unmasked Estep 
Score: -16428737.000000 Penalty: 5949.474121
	Iteration 57Q: 3 clusters Score -1.642874e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 152109 members 
Entering Unmasked Estep 
Score: -16428846.000000 Penalty: 5949.474121
	Iteration 58Q: 3 clusters Score -1.642885e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 152544 members 
Entering Unmasked Estep 
Score: -16428882.000000 Penalty: 5949.474121
	Iteration 59Q: 3 clusters Score -1.642888e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 152950 members 
Entering Unmasked Estep 
Score: -16429025.000000 Penalty: 5949.474121
	Iteration 60F: 3 clusters Score -1.642902e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 153335 members 
Entering Unmasked Estep 
Score: -16429119.000000 Penalty: 5949.474121
	Iteration 61Q: 3 clusters Score -1.642912e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 153665 members 
Entering Unmasked Estep 
Score: -16429176.000000 Penalty: 5949.474121
	Iteration 62Q: 3 clusters Score -1.642918e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 153958 members 
Entering Unmasked Estep 
Score: -16429234.000000 Penalty: 5949.474121
	Iteration 63Q: 3 clusters Score -1.642923e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 154230 members 
Entering Unmasked Estep 
Score: -16429296.000000 Penalty: 5949.474121
	Iteration 64Q: 3 clusters Score -1.64293e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 154531 members 
Entering Unmasked Estep 
Score: -16429331.000000 Penalty: 5949.474121
	Iteration 65Q: 3 clusters Score -1.642933e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 154795 members 
Entering Unmasked Estep 
Score: -16429460.000000 Penalty: 5949.474121
	Iteration 66Q: 3 clusters Score -1.642946e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 155035 members 
Entering Unmasked Estep 
Score: -16429468.000000 Penalty: 5949.474121
	Iteration 67Q: 3 clusters Score -1.642947e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 155262 members 
Entering Unmasked Estep 
Score: -16429544.000000 Penalty: 5949.474121
	Iteration 68Q: 3 clusters Score -1.642954e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 155471 members 
Entering Unmasked Estep 
Score: -16429565.000000 Penalty: 5949.474121
	Iteration 69Q: 3 clusters Score -1.642956e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 155667 members 
Entering Unmasked Estep 
Score: -16429625.000000 Penalty: 5949.474121
	Iteration 70Q: 3 clusters Score -1.642962e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 155846 members 
Entering Unmasked Estep 
Score: -16429620.000000 Penalty: 5949.474121
	Iteration 71Q: 3 clusters Score -1.642962e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 155975 members 
Entering Unmasked Estep 
Score: -16429664.000000 Penalty: 5949.474121
	Iteration 72Q: 3 clusters Score -1.642966e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 156089 members 
Entering Unmasked Estep 
Score: -16429665.000000 Penalty: 5949.474121
	Iteration 73Q: 3 clusters Score -1.642966e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 156187 members 
Entering Unmasked Estep 
Score: -16429685.000000 Penalty: 5949.474121
	Iteration 74Q: 3 clusters Score -1.642968e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 156298 members 
Entering Unmasked Estep 
Score: -16429705.000000 Penalty: 5949.474121
	Iteration 75Q: 3 clusters Score -1.64297e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 156402 members 
Entering Unmasked Estep 
Score: -16429729.000000 Penalty: 5949.474121
	Iteration 76Q: 3 clusters Score -1.642973e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 156499 members 
Entering Unmasked Estep 
Score: -16429776.000000 Penalty: 5949.474121
	Iteration 77Q: 3 clusters Score -1.642978e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 156602 members 
Entering Unmasked Estep 
Score: -16429739.000000 Penalty: 5949.474121
	Iteration 78Q: 3 clusters Score -1.642974e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 156683 members 
Entering Unmasked Estep 
Score: -16429755.000000 Penalty: 5949.474121
	Iteration 79Q: 3 clusters Score -1.642976e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 156754 members 
Entering Unmasked Estep 
Score: -16429730.000000 Penalty: 5949.474121
	Iteration 80F: 3 clusters Score -1.642973e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 156819 members 
Entering Unmasked Estep 
Score: -16429756.000000 Penalty: 5949.474121
	Iteration 81Q: 3 clusters Score -1.642976e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 156868 members 
Entering Unmasked Estep 
Score: -16429760.000000 Penalty: 5949.474121
	Iteration 82Q: 3 clusters Score -1.642976e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 156908 members 
Entering Unmasked Estep 
Score: -16429788.000000 Penalty: 5949.474121
	Iteration 83Q: 3 clusters Score -1.642979e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 156944 members 
Entering Unmasked Estep 
Score: -16429820.000000 Penalty: 5949.474121
	Iteration 84Q: 3 clusters Score -1.642982e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 156974 members 
Entering Unmasked Estep 
Score: -16429799.000000 Penalty: 5949.474121
	Iteration 85Q: 3 clusters Score -1.64298e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 156997 members 
Entering Unmasked Estep 
Score: -16429828.000000 Penalty: 5949.474121
	Iteration 86Q: 3 clusters Score -1.642983e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 157022 members 
Entering Unmasked Estep 
Score: -16429829.000000 Penalty: 5949.474121
	Iteration 87Q: 3 clusters Score -1.642983e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 157041 members 
Entering Unmasked Estep 
Score: -16429837.000000 Penalty: 5949.474121
	Iteration 88Q: 3 clusters Score -1.642984e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 157066 members 
Entering Unmasked Estep 
Score: -16429842.000000 Penalty: 5949.474121
	Iteration 89Q: 3 clusters Score -1.642984e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 157089 members 
Entering Unmasked Estep 
Score: -16429840.000000 Penalty: 5949.474121
	Iteration 90Q: 3 clusters Score -1.642984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 157109 members 
Entering Unmasked Estep 
Score: -16429843.000000 Penalty: 5949.474121
	Iteration 91Q: 3 clusters Score -1.642984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 157124 members 
Entering Unmasked Estep 
Score: -16429841.000000 Penalty: 5949.474121
	Iteration 92Q: 3 clusters Score -1.642984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 157145 members 
Entering Unmasked Estep 
Score: -16429836.000000 Penalty: 5949.474121
	Iteration 93Q: 3 clusters Score -1.642984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 157161 members 
Entering Unmasked Estep 
Score: -16429828.000000 Penalty: 5949.474121
	Iteration 94Q: 3 clusters Score -1.642983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 157174 members 
Entering Unmasked Estep 
Score: -16429831.000000 Penalty: 5949.474121
	Iteration 95Q: 3 clusters Score -1.642983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 157187 members 
Entering Unmasked Estep 
Score: -16429839.000000 Penalty: 5949.474121
	Iteration 96Q: 3 clusters Score -1.642984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 157199 members 
Entering Unmasked Estep 
Score: -16429841.000000 Penalty: 5949.474121
	Iteration 97Q: 3 clusters Score -1.642984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 157211 members 
Entering Unmasked Estep 
Score: -16429842.000000 Penalty: 5949.474121
	Iteration 98Q: 3 clusters Score -1.642984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 157222 members 
Entering Unmasked Estep 
Score: -16429833.000000 Penalty: 5949.474121
	Iteration 99Q: 3 clusters Score -1.642983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 157228 members 
Entering Unmasked Estep 
Score: -16429845.000000 Penalty: 5949.474121
	Iteration 100F: 3 clusters Score -1.642984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 157235 members 
Entering Unmasked Estep 
Score: -16429855.000000 Penalty: 5949.474121
	Iteration 101Q: 3 clusters Score -1.642986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 157239 members 
Entering Unmasked Estep 
Score: -16429859.000000 Penalty: 5949.474121
	Iteration 102Q: 3 clusters Score -1.642986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 157242 members 
Entering Unmasked Estep 
Score: -16429856.000000 Penalty: 5949.474121
	Iteration 103Q: 3 clusters Score -1.642986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 157250 members 
Entering Unmasked Estep 
Score: -16429851.000000 Penalty: 5949.474121
	Iteration 104Q: 3 clusters Score -1.642985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 157257 members 
Entering Unmasked Estep 
Score: -16429853.000000 Penalty: 5949.474121
	Iteration 105Q: 3 clusters Score -1.642985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 157265 members 
Entering Unmasked Estep 
Score: -16429843.000000 Penalty: 5949.474121
	Iteration 106Q: 3 clusters Score -1.642984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 157276 members 
Entering Unmasked Estep 
Score: -16429855.000000 Penalty: 5949.474121
	Iteration 107Q: 3 clusters Score -1.642986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 157290 members 
Entering Unmasked Estep 
Score: -16429852.000000 Penalty: 5949.474121
	Iteration 108Q: 3 clusters Score -1.642985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 157307 members 
Entering Unmasked Estep 
Score: -16429869.000000 Penalty: 5949.474121
	Iteration 109Q: 3 clusters Score -1.642987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 157326 members 
Entering Unmasked Estep 
Score: -16429876.000000 Penalty: 5949.474121
	Iteration 110Q: 3 clusters Score -1.642988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 157343 members 
Entering Unmasked Estep 
Score: -16429885.000000 Penalty: 5949.474121
	Iteration 111Q: 3 clusters Score -1.642988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 157366 members 
Entering Unmasked Estep 
Score: -16429886.000000 Penalty: 5949.474121
	Iteration 112Q: 3 clusters Score -1.642989e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 157384 members 
Entering Unmasked Estep 
Score: -16429890.000000 Penalty: 5949.474121
	Iteration 113Q: 3 clusters Score -1.642989e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 157402 members 
Entering Unmasked Estep 
Score: -16429895.000000 Penalty: 5949.474121
	Iteration 114Q: 3 clusters Score -1.64299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 157419 members 
Entering Unmasked Estep 
Score: -16429895.000000 Penalty: 5949.474121
	Iteration 115Q: 3 clusters Score -1.64299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 157437 members 
Entering Unmasked Estep 
Score: -16429883.000000 Penalty: 5949.474121
	Iteration 116Q: 3 clusters Score -1.642988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 157450 members 
Entering Unmasked Estep 
Score: -16429896.000000 Penalty: 5949.474121
	Iteration 117Q: 3 clusters Score -1.64299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 157455 members 
Entering Unmasked Estep 
Score: -16429887.000000 Penalty: 5949.474121
	Iteration 118Q: 3 clusters Score -1.642989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 157458 members 
Entering Unmasked Estep 
Score: -16429888.000000 Penalty: 5949.474121
	Iteration 119Q: 3 clusters Score -1.642989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 157463 members 
Entering Unmasked Estep 
Score: -16429877.000000 Penalty: 5949.474121
	Iteration 120F: 3 clusters Score -1.642988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 157471 members 
Entering Unmasked Estep 
Score: -16429891.000000 Penalty: 5949.474121
	Iteration 121Q: 3 clusters Score -1.642989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 157477 members 
Entering Unmasked Estep 
Score: -16429883.000000 Penalty: 5949.474121
	Iteration 122Q: 3 clusters Score -1.642988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 157479 members 
Entering Unmasked Estep 
Score: -16429876.000000 Penalty: 5949.474121
	Iteration 123Q: 3 clusters Score -1.642988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 157484 members 
Entering Unmasked Estep 
Score: -16429880.000000 Penalty: 5949.474121
	Iteration 124Q: 3 clusters Score -1.642988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 157491 members 
Entering Unmasked Estep 
Score: -16429881.000000 Penalty: 5949.474121
	Iteration 125Q: 3 clusters Score -1.642988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 157497 members 
Entering Unmasked Estep 
Score: -16429875.000000 Penalty: 5949.474121
	Iteration 126Q: 3 clusters Score -1.642988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 157501 members 
Entering Unmasked Estep 
Score: -16429879.000000 Penalty: 5949.474121
	Iteration 127Q: 3 clusters Score -1.642988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 157504 members 
Entering Unmasked Estep 
Score: -16429878.000000 Penalty: 5949.474121
	Iteration 128Q: 3 clusters Score -1.642988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 157507 members 
Entering Unmasked Estep 
Score: -16429880.000000 Penalty: 5949.474121
	Iteration 129Q: 3 clusters Score -1.642988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 157508 members 
Entering Unmasked Estep 
Score: -16429876.000000 Penalty: 5949.474121
	Iteration 130Q: 3 clusters Score -1.642988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 157508 members 
Entering Unmasked Estep 
Score: -16429876.000000 Penalty: 5949.474121
	Iteration 131F: 3 clusters Score -1.642988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Entering Unmasked Estep 
Score: -4931423.500000 Penalty: 2674.998291
	Iteration 0F: 2 clusters Score -4931424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -4899106.500000 Penalty: 5349.996582
	Iteration 0F: 3 clusters Score -4899106 nChanged 22093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -4911469.000000 Penalty: 5349.996582
	Iteration 1F: 3 clusters Score -4911469 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -4912083.000000 Penalty: 5349.996582
	Iteration 2Q: 3 clusters Score -4912083 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -4912684.500000 Penalty: 5349.996582
	Iteration 3Q: 3 clusters Score -4912684 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -4913408.500000 Penalty: 5349.996582
	Iteration 4Q: 3 clusters Score -4913408 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -4914252.500000 Penalty: 5349.996582
	Iteration 5Q: 3 clusters Score -4914252 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -4915487.000000 Penalty: 5349.996582
	Iteration 6Q: 3 clusters Score -4915487 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -4917216.000000 Penalty: 5349.996582
	Iteration 7F: 3 clusters Score -4917216 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -4919489.000000 Penalty: 5349.996582
	Iteration 8F: 3 clusters Score -4919489 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -4921800.500000 Penalty: 5349.996582
	Iteration 9F: 3 clusters Score -4921800 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -4923308.000000 Penalty: 5349.996582
	Iteration 10F: 3 clusters Score -4923308 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -4923950.500000 Penalty: 5349.996582
	Iteration 11Q: 3 clusters Score -4923950 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -4924229.000000 Penalty: 5349.996582
	Iteration 12Q: 3 clusters Score -4924229 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -4924351.000000 Penalty: 5349.996582
	Iteration 13Q: 3 clusters Score -4924351 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -4924475.500000 Penalty: 5349.996582
	Iteration 14Q: 3 clusters Score -4924476 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -4924561.000000 Penalty: 5349.996582
	Iteration 15Q: 3 clusters Score -4924561 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -4924637.000000 Penalty: 5349.996582
	Iteration 16Q: 3 clusters Score -4924637 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -4924679.500000 Penalty: 5349.996582
	Iteration 17Q: 3 clusters Score -4924680 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -4924724.000000 Penalty: 5349.996582
	Iteration 18Q: 3 clusters Score -4924724 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -4924804.500000 Penalty: 5349.996582
	Iteration 19Q: 3 clusters Score -4924804 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -4924890.000000 Penalty: 5349.996582
	Iteration 20F: 3 clusters Score -4924890 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -4924934.000000 Penalty: 5349.996582
	Iteration 21Q: 3 clusters Score -4924934 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -4924987.000000 Penalty: 5349.996582
	Iteration 22Q: 3 clusters Score -4924987 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -4925052.000000 Penalty: 5349.996582
	Iteration 23Q: 3 clusters Score -4925052 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -4925154.000000 Penalty: 5349.996582
	Iteration 24Q: 3 clusters Score -4925154 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -4925203.500000 Penalty: 5349.996582
	Iteration 25Q: 3 clusters Score -4925204 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -4925260.000000 Penalty: 5349.996582
	Iteration 26Q: 3 clusters Score -4925260 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -4925317.000000 Penalty: 5349.996582
	Iteration 27Q: 3 clusters Score -4925317 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -4925358.500000 Penalty: 5349.996582
	Iteration 28Q: 3 clusters Score -4925358 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -4925389.500000 Penalty: 5349.996582
	Iteration 29Q: 3 clusters Score -4925390 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -4925441.500000 Penalty: 5349.996582
	Iteration 30Q: 3 clusters Score -4925442 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -4925507.000000 Penalty: 5349.996582
	Iteration 31Q: 3 clusters Score -4925507 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -4925515.500000 Penalty: 5349.996582
	Iteration 32Q: 3 clusters Score -4925516 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -4925557.000000 Penalty: 5349.996582
	Iteration 33Q: 3 clusters Score -4925557 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -4925590.000000 Penalty: 5349.996582
	Iteration 34Q: 3 clusters Score -4925590 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -4925636.000000 Penalty: 5349.996582
	Iteration 35Q: 3 clusters Score -4925636 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4925668.000000 Penalty: 5349.996582
	Iteration 36Q: 3 clusters Score -4925668 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -4925686.500000 Penalty: 5349.996582
	Iteration 37Q: 3 clusters Score -4925686 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4925710.500000 Penalty: 5349.996582
	Iteration 38Q: 3 clusters Score -4925710 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -4925735.500000 Penalty: 5349.996582
	Iteration 39Q: 3 clusters Score -4925736 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -4925774.000000 Penalty: 5349.996582
	Iteration 40F: 3 clusters Score -4925774 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -4925782.000000 Penalty: 5349.996582
	Iteration 41Q: 3 clusters Score -4925782 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -4925818.500000 Penalty: 5349.996582
	Iteration 42Q: 3 clusters Score -4925818 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4925831.500000 Penalty: 5349.996582
	Iteration 43Q: 3 clusters Score -4925832 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -4925871.000000 Penalty: 5349.996582
	Iteration 44Q: 3 clusters Score -4925871 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -4925928.500000 Penalty: 5349.996582
	Iteration 45Q: 3 clusters Score -4925928 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -4926003.500000 Penalty: 5349.996582
	Iteration 46Q: 3 clusters Score -4926004 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -4926039.000000 Penalty: 5349.996582
	Iteration 47Q: 3 clusters Score -4926039 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -4926107.000000 Penalty: 5349.996582
	Iteration 48Q: 3 clusters Score -4926107 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -4926184.000000 Penalty: 5349.996582
	Iteration 49Q: 3 clusters Score -4926184 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -4926255.500000 Penalty: 5349.996582
	Iteration 50Q: 3 clusters Score -4926256 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -4926295.500000 Penalty: 5349.996582
	Iteration 51Q: 3 clusters Score -4926296 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -4926341.500000 Penalty: 5349.996582
	Iteration 52Q: 3 clusters Score -4926342 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4926405.500000 Penalty: 5349.996582
	Iteration 53Q: 3 clusters Score -4926406 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -4926456.000000 Penalty: 5349.996582
	Iteration 54Q: 3 clusters Score -4926456 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -4926491.500000 Penalty: 5349.996582
	Iteration 55Q: 3 clusters Score -4926492 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -4926550.000000 Penalty: 5349.996582
	Iteration 56Q: 3 clusters Score -4926550 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -4926587.000000 Penalty: 5349.996582
	Iteration 57Q: 3 clusters Score -4926587 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -4926630.000000 Penalty: 5349.996582
	Iteration 58Q: 3 clusters Score -4926630 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4926694.000000 Penalty: 5349.996582
	Iteration 59Q: 3 clusters Score -4926694 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4926725.500000 Penalty: 5349.996582
	Iteration 60F: 3 clusters Score -4926726 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -4926772.000000 Penalty: 5349.996582
	Iteration 61Q: 3 clusters Score -4926772 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -4926843.000000 Penalty: 5349.996582
	Iteration 62Q: 3 clusters Score -4926843 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -4926909.000000 Penalty: 5349.996582
	Iteration 63Q: 3 clusters Score -4926909 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -4926972.500000 Penalty: 5349.996582
	Iteration 64Q: 3 clusters Score -4926972 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -4927029.500000 Penalty: 5349.996582
	Iteration 65Q: 3 clusters Score -4927030 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -4927066.000000 Penalty: 5349.996582
	Iteration 66Q: 3 clusters Score -4927066 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -4927122.000000 Penalty: 5349.996582
	Iteration 67Q: 3 clusters Score -4927122 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -4927159.000000 Penalty: 5349.996582
	Iteration 68Q: 3 clusters Score -4927159 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -4927230.000000 Penalty: 5349.996582
	Iteration 69Q: 3 clusters Score -4927230 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -4927292.000000 Penalty: 5349.996582
	Iteration 70Q: 3 clusters Score -4927292 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -4927351.500000 Penalty: 5349.996582
	Iteration 71Q: 3 clusters Score -4927352 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -4927410.000000 Penalty: 5349.996582
	Iteration 72Q: 3 clusters Score -4927410 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -4927443.500000 Penalty: 5349.996582
	Iteration 73Q: 3 clusters Score -4927444 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -4927505.000000 Penalty: 5349.996582
	Iteration 74Q: 3 clusters Score -4927505 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -4927538.500000 Penalty: 5349.996582
	Iteration 75Q: 3 clusters Score -4927538 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -4927588.000000 Penalty: 5349.996582
	Iteration 76Q: 3 clusters Score -4927588 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -4927632.500000 Penalty: 5349.996582
	Iteration 77Q: 3 clusters Score -4927632 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -4927706.500000 Penalty: 5349.996582
	Iteration 78Q: 3 clusters Score -4927706 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -4927730.500000 Penalty: 5349.996582
	Iteration 79Q: 3 clusters Score -4927730 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -4927781.000000 Penalty: 5349.996582
	Iteration 80F: 3 clusters Score -4927781 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -4927827.500000 Penalty: 5349.996582
	Iteration 81Q: 3 clusters Score -4927828 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -4927863.000000 Penalty: 5349.996582
	Iteration 82Q: 3 clusters Score -4927863 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -4927893.000000 Penalty: 5349.996582
	Iteration 83Q: 3 clusters Score -4927893 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -4927935.000000 Penalty: 5349.996582
	Iteration 84Q: 3 clusters Score -4927935 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -4927983.000000 Penalty: 5349.996582
	Iteration 85Q: 3 clusters Score -4927983 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -4928031.000000 Penalty: 5349.996582
	Iteration 86Q: 3 clusters Score -4928031 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -4928067.500000 Penalty: 5349.996582
	Iteration 87Q: 3 clusters Score -4928068 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -4928105.000000 Penalty: 5349.996582
	Iteration 88Q: 3 clusters Score -4928105 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -4928131.500000 Penalty: 5349.996582
	Iteration 89Q: 3 clusters Score -4928132 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -4928176.500000 Penalty: 5349.996582
	Iteration 90Q: 3 clusters Score -4928176 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -4928201.000000 Penalty: 5349.996582
	Iteration 91Q: 3 clusters Score -4928201 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -4928240.500000 Penalty: 5349.996582
	Iteration 92Q: 3 clusters Score -4928240 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -4928277.000000 Penalty: 5349.996582
	Iteration 93Q: 3 clusters Score -4928277 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -4928336.000000 Penalty: 5349.996582
	Iteration 94Q: 3 clusters Score -4928336 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -4928380.000000 Penalty: 5349.996582
	Iteration 95Q: 3 clusters Score -4928380 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -4928407.000000 Penalty: 5349.996582
	Iteration 96Q: 3 clusters Score -4928407 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -4928441.000000 Penalty: 5349.996582
	Iteration 97Q: 3 clusters Score -4928441 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -4928474.000000 Penalty: 5349.996582
	Iteration 98Q: 3 clusters Score -4928474 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -4928512.500000 Penalty: 5349.996582
	Iteration 99Q: 3 clusters Score -4928512 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -4928564.000000 Penalty: 5349.996582
	Iteration 100F: 3 clusters Score -4928564 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -4928615.500000 Penalty: 5349.996582
	Iteration 101Q: 3 clusters Score -4928616 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -4928644.000000 Penalty: 5349.996582
	Iteration 102Q: 3 clusters Score -4928644 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -4928671.000000 Penalty: 5349.996582
	Iteration 103Q: 3 clusters Score -4928671 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -4928706.500000 Penalty: 5349.996582
	Iteration 104Q: 3 clusters Score -4928706 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -4928743.500000 Penalty: 5349.996582
	Iteration 105Q: 3 clusters Score -4928744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -4928769.000000 Penalty: 5349.996582
	Iteration 106Q: 3 clusters Score -4928769 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -4928770.000000 Penalty: 5349.996582
	Iteration 107Q: 3 clusters Score -4928770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -4928793.000000 Penalty: 5349.996582
	Iteration 108Q: 3 clusters Score -4928793 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -4928809.500000 Penalty: 5349.996582
	Iteration 109Q: 3 clusters Score -4928810 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -4928830.500000 Penalty: 5349.996582
	Iteration 110Q: 3 clusters Score -4928830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -4928844.000000 Penalty: 5349.996582
	Iteration 111Q: 3 clusters Score -4928844 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -4928856.500000 Penalty: 5349.996582
	Iteration 112Q: 3 clusters Score -4928856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -4928883.000000 Penalty: 5349.996582
	Iteration 113Q: 3 clusters Score -4928883 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -4928913.500000 Penalty: 5349.996582
	Iteration 114Q: 3 clusters Score -4928914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -4928938.000000 Penalty: 5349.996582
	Iteration 115Q: 3 clusters Score -4928938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -4928956.500000 Penalty: 5349.996582
	Iteration 116Q: 3 clusters Score -4928956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -4928977.000000 Penalty: 5349.996582
	Iteration 117Q: 3 clusters Score -4928977 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -4928982.000000 Penalty: 5349.996582
	Iteration 118Q: 3 clusters Score -4928982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -4928987.000000 Penalty: 5349.996582
	Iteration 119Q: 3 clusters Score -4928987 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -4929000.000000 Penalty: 5349.996582
	Iteration 120F: 3 clusters Score -4929000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -4929020.500000 Penalty: 5349.996582
	Iteration 121Q: 3 clusters Score -4929020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -4929033.500000 Penalty: 5349.996582
	Iteration 122Q: 3 clusters Score -4929034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -4929040.500000 Penalty: 5349.996582
	Iteration 123Q: 3 clusters Score -4929040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -4929068.000000 Penalty: 5349.996582
	Iteration 124Q: 3 clusters Score -4929068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -4929069.500000 Penalty: 5349.996582
	Iteration 125Q: 3 clusters Score -4929070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -4929071.000000 Penalty: 5349.996582
	Iteration 126Q: 3 clusters Score -4929071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -4929070.500000 Penalty: 5349.996582
	Iteration 127Q: 3 clusters Score -4929070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -4929088.000000 Penalty: 5349.996582
	Iteration 128Q: 3 clusters Score -4929088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -4929094.000000 Penalty: 5349.996582
	Iteration 129Q: 3 clusters Score -4929094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -4929095.500000 Penalty: 5349.996582
	Iteration 130Q: 3 clusters Score -4929096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -4929096.000000 Penalty: 5349.996582
	Iteration 131Q: 3 clusters Score -4929096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -4929100.000000 Penalty: 5349.996582
	Iteration 132Q: 3 clusters Score -4929100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -4929104.000000 Penalty: 5349.996582
	Iteration 133Q: 3 clusters Score -4929104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -4929105.000000 Penalty: 5349.996582
	Iteration 134Q: 3 clusters Score -4929105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -4929104.500000 Penalty: 5349.996582
	Iteration 135Q: 3 clusters Score -4929104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -4929109.000000 Penalty: 5349.996582
	Iteration 136Q: 3 clusters Score -4929109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -4929103.500000 Penalty: 5349.996582
	Iteration 137Q: 3 clusters Score -4929104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -4929113.000000 Penalty: 5349.996582
	Iteration 138Q: 3 clusters Score -4929113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -4929105.000000 Penalty: 5349.996582
	Iteration 139Q: 3 clusters Score -4929105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -4929113.500000 Penalty: 5349.996582
	Iteration 140F: 3 clusters Score -4929114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -4929115.000000 Penalty: 5349.996582
	Iteration 141Q: 3 clusters Score -4929115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -4929117.000000 Penalty: 5349.996582
	Iteration 142Q: 3 clusters Score -4929117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -4929112.500000 Penalty: 5349.996582
	Iteration 143Q: 3 clusters Score -4929112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -4929117.500000 Penalty: 5349.996582
	Iteration 144Q: 3 clusters Score -4929118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -4929115.000000 Penalty: 5349.996582
	Iteration 145Q: 3 clusters Score -4929115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -4929112.000000 Penalty: 5349.996582
	Iteration 146Q: 3 clusters Score -4929112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -4929116.500000 Penalty: 5349.996582
	Iteration 147Q: 3 clusters Score -4929116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -4929120.000000 Penalty: 5349.996582
	Iteration 148Q: 3 clusters Score -4929120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -4929117.500000 Penalty: 5349.996582
	Iteration 149Q: 3 clusters Score -4929118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -4929125.000000 Penalty: 5349.996582
	Iteration 150Q: 3 clusters Score -4929125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -4929129.000000 Penalty: 5349.996582
	Iteration 151Q: 3 clusters Score -4929129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -4929129.000000 Penalty: 5349.996582
	Iteration 152Q: 3 clusters Score -4929129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -4929124.000000 Penalty: 5349.996582
	Iteration 153Q: 3 clusters Score -4929124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -4929124.500000 Penalty: 5349.996582
	Iteration 154Q: 3 clusters Score -4929124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -4929124.500000 Penalty: 5349.996582
	Iteration 155F: 3 clusters Score -4929124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (235776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235776 members 
Entering Unmasked Estep 
Score: -23702898.000000 Penalty: 3067.918213
	Iteration 0F: 2 clusters Score -2.37029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117817 members 
Mstep: Class 2 contains 117959 members 
Entering Unmasked Estep 
Score: -23548654.000000 Penalty: 6135.836426
	Iteration 0F: 3 clusters Score -2.354865e+07 nChanged 113562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116069 members 
Mstep: Class 2 contains 119707 members 
Entering Unmasked Estep 
Score: -23614672.000000 Penalty: 6135.836426
	Iteration 1F: 3 clusters Score -2.361467e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114649 members 
Mstep: Class 2 contains 121127 members 
Entering Unmasked Estep 
Score: -23615888.000000 Penalty: 6135.836426
	Iteration 2Q: 3 clusters Score -2.361589e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112346 members 
Mstep: Class 2 contains 123430 members 
Entering Unmasked Estep 
Score: -23617618.000000 Penalty: 6135.836426
	Iteration 3Q: 3 clusters Score -2.361762e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108485 members 
Mstep: Class 2 contains 127291 members 
Entering Unmasked Estep 
Score: -23619880.000000 Penalty: 6135.836426
	Iteration 4Q: 3 clusters Score -2.361988e+07 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102195 members 
Mstep: Class 2 contains 133581 members 
Entering Unmasked Estep 
Score: -23623688.000000 Penalty: 6135.836426
	Iteration 5Q: 3 clusters Score -2.362369e+07 nChanged 12861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 143206 members 
Entering Unmasked Estep 
Score: -23629710.000000 Penalty: 6135.836426
	Iteration 6F: 3 clusters Score -2.362971e+07 nChanged 15718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 156474 members 
Entering Unmasked Estep 
Score: -23638904.000000 Penalty: 6135.836426
	Iteration 7F: 3 clusters Score -2.36389e+07 nChanged 17856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 172968 members 
Entering Unmasked Estep 
Score: -23651388.000000 Penalty: 6135.836426
	Iteration 8F: 3 clusters Score -2.365139e+07 nChanged 18183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 190585 members 
Entering Unmasked Estep 
Score: -23664700.000000 Penalty: 6135.836426
	Iteration 9F: 3 clusters Score -2.36647e+07 nChanged 16026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 206499 members 
Entering Unmasked Estep 
Score: -23677388.000000 Penalty: 6135.836426
	Iteration 10F: 3 clusters Score -2.367739e+07 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 218591 members 
Entering Unmasked Estep 
Score: -23687470.000000 Penalty: 6135.836426
	Iteration 11F: 3 clusters Score -2.368747e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 226283 members 
Entering Unmasked Estep 
Score: -23694110.000000 Penalty: 6135.836426
	Iteration 12Q: 3 clusters Score -2.369411e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 230469 members 
Entering Unmasked Estep 
Score: -23697636.000000 Penalty: 6135.836426
	Iteration 13Q: 3 clusters Score -2.369764e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 232418 members 
Entering Unmasked Estep 
Score: -23699170.000000 Penalty: 6135.836426
	Iteration 14Q: 3 clusters Score -2.369917e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 233236 members 
Entering Unmasked Estep 
Score: -23700054.000000 Penalty: 6135.836426
	Iteration 15Q: 3 clusters Score -2.370005e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 233578 members 
Entering Unmasked Estep 
Score: -23700564.000000 Penalty: 6135.836426
	Iteration 16Q: 3 clusters Score -2.370056e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 233735 members 
Entering Unmasked Estep 
Score: -23700788.000000 Penalty: 6135.836426
	Iteration 17Q: 3 clusters Score -2.370079e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 233803 members 
Entering Unmasked Estep 
Score: -23700856.000000 Penalty: 6135.836426
	Iteration 18Q: 3 clusters Score -2.370086e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 233860 members 
Entering Unmasked Estep 
Score: -23700962.000000 Penalty: 6135.836426
	Iteration 19Q: 3 clusters Score -2.370096e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 233899 members 
Entering Unmasked Estep 
Score: -23701010.000000 Penalty: 6135.836426
	Iteration 20F: 3 clusters Score -2.370101e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 233927 members 
Entering Unmasked Estep 
Score: -23701056.000000 Penalty: 6135.836426
	Iteration 21Q: 3 clusters Score -2.370106e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 233956 members 
Entering Unmasked Estep 
Score: -23701062.000000 Penalty: 6135.836426
	Iteration 22Q: 3 clusters Score -2.370106e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 233980 members 
Entering Unmasked Estep 
Score: -23701106.000000 Penalty: 6135.836426
	Iteration 23Q: 3 clusters Score -2.370111e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 234001 members 
Entering Unmasked Estep 
Score: -23701120.000000 Penalty: 6135.836426
	Iteration 24Q: 3 clusters Score -2.370112e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 234005 members 
Entering Unmasked Estep 
Score: -23701130.000000 Penalty: 6135.836426
	Iteration 25Q: 3 clusters Score -2.370113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 234013 members 
Entering Unmasked Estep 
Score: -23701132.000000 Penalty: 6135.836426
	Iteration 26Q: 3 clusters Score -2.370113e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 234014 members 
Entering Unmasked Estep 
Score: -23701106.000000 Penalty: 6135.836426
	Iteration 27Q: 3 clusters Score -2.370111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 234021 members 
Entering Unmasked Estep 
Score: -23701130.000000 Penalty: 6135.836426
	Iteration 28Q: 3 clusters Score -2.370113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 234030 members 
Entering Unmasked Estep 
Score: -23701146.000000 Penalty: 6135.836426
	Iteration 29Q: 3 clusters Score -2.370115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 234034 members 
Entering Unmasked Estep 
Score: -23701156.000000 Penalty: 6135.836426
	Iteration 30Q: 3 clusters Score -2.370116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 234036 members 
Entering Unmasked Estep 
Score: -23701162.000000 Penalty: 6135.836426
	Iteration 31Q: 3 clusters Score -2.370116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 234039 members 
Entering Unmasked Estep 
Score: -23701164.000000 Penalty: 6135.836426
	Iteration 32Q: 3 clusters Score -2.370116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 234041 members 
Entering Unmasked Estep 
Score: -23701160.000000 Penalty: 6135.836426
	Iteration 33Q: 3 clusters Score -2.370116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 234041 members 
Entering Unmasked Estep 
Score: -23701168.000000 Penalty: 6135.836426
	Iteration 34Q: 3 clusters Score -2.370117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 234041 members 
Entering Unmasked Estep 
Score: -23701168.000000 Penalty: 6135.836426
	Iteration 35F: 3 clusters Score -2.370117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Entering Unmasked Estep 
Score: -1534018.625000 Penalty: 2387.203857
	Iteration 0F: 2 clusters Score -1534019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1523040.000000 Penalty: 4774.407715
	Iteration 0F: 3 clusters Score -1523040 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1526676.125000 Penalty: 4774.407715
	Iteration 1F: 3 clusters Score -1526676 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1527183.750000 Penalty: 4774.407715
	Iteration 2F: 3 clusters Score -1527184 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1527652.375000 Penalty: 4774.407715
	Iteration 3F: 3 clusters Score -1527652 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1528059.125000 Penalty: 4774.407715
	Iteration 4F: 3 clusters Score -1528059 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1528409.750000 Penalty: 4774.407715
	Iteration 5Q: 3 clusters Score -1528410 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1528729.625000 Penalty: 4774.407715
	Iteration 6Q: 3 clusters Score -1528730 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1529050.875000 Penalty: 4774.407715
	Iteration 7Q: 3 clusters Score -1529051 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1529316.125000 Penalty: 4774.407715
	Iteration 8Q: 3 clusters Score -1529316 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1529612.000000 Penalty: 4774.407715
	Iteration 9Q: 3 clusters Score -1529612 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1529861.750000 Penalty: 4774.407715
	Iteration 10Q: 3 clusters Score -1529862 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1530098.000000 Penalty: 4774.407715
	Iteration 11Q: 3 clusters Score -1530098 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1530309.125000 Penalty: 4774.407715
	Iteration 12Q: 3 clusters Score -1530309 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1530467.125000 Penalty: 4774.407715
	Iteration 13Q: 3 clusters Score -1530467 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1530616.250000 Penalty: 4774.407715
	Iteration 14Q: 3 clusters Score -1530616 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1530729.250000 Penalty: 4774.407715
	Iteration 15Q: 3 clusters Score -1530729 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1530805.750000 Penalty: 4774.407715
	Iteration 16Q: 3 clusters Score -1530806 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1530871.500000 Penalty: 4774.407715
	Iteration 17Q: 3 clusters Score -1530872 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1530938.375000 Penalty: 4774.407715
	Iteration 18Q: 3 clusters Score -1530938 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1531009.625000 Penalty: 4774.407715
	Iteration 19Q: 3 clusters Score -1531010 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1531067.000000 Penalty: 4774.407715
	Iteration 20F: 3 clusters Score -1531067 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1531138.375000 Penalty: 4774.407715
	Iteration 21Q: 3 clusters Score -1531138 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1531176.250000 Penalty: 4774.407715
	Iteration 22Q: 3 clusters Score -1531176 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1531232.500000 Penalty: 4774.407715
	Iteration 23Q: 3 clusters Score -1531232 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1531283.250000 Penalty: 4774.407715
	Iteration 24Q: 3 clusters Score -1531283 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1531350.125000 Penalty: 4774.407715
	Iteration 25Q: 3 clusters Score -1531350 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1531409.375000 Penalty: 4774.407715
	Iteration 26Q: 3 clusters Score -1531409 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1531489.500000 Penalty: 4774.407715
	Iteration 27Q: 3 clusters Score -1531490 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1531572.625000 Penalty: 4774.407715
	Iteration 28Q: 3 clusters Score -1531573 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1531647.625000 Penalty: 4774.407715
	Iteration 29Q: 3 clusters Score -1531648 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1531733.000000 Penalty: 4774.407715
	Iteration 30Q: 3 clusters Score -1531733 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1531820.500000 Penalty: 4774.407715
	Iteration 31Q: 3 clusters Score -1531820 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1531915.000000 Penalty: 4774.407715
	Iteration 32Q: 3 clusters Score -1531915 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1532001.125000 Penalty: 4774.407715
	Iteration 33Q: 3 clusters Score -1532001 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1532095.000000 Penalty: 4774.407715
	Iteration 34Q: 3 clusters Score -1532095 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1532186.750000 Penalty: 4774.407715
	Iteration 35Q: 3 clusters Score -1532187 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1532257.000000 Penalty: 4774.407715
	Iteration 36Q: 3 clusters Score -1532257 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1532325.875000 Penalty: 4774.407715
	Iteration 37Q: 3 clusters Score -1532326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1532367.125000 Penalty: 4774.407715
	Iteration 38Q: 3 clusters Score -1532367 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1532398.125000 Penalty: 4774.407715
	Iteration 39Q: 3 clusters Score -1532398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1532434.375000 Penalty: 4774.407715
	Iteration 40F: 3 clusters Score -1532434 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1532454.750000 Penalty: 4774.407715
	Iteration 41Q: 3 clusters Score -1532455 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1532467.875000 Penalty: 4774.407715
	Iteration 42Q: 3 clusters Score -1532468 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1532486.000000 Penalty: 4774.407715
	Iteration 43Q: 3 clusters Score -1532486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1532500.000000 Penalty: 4774.407715
	Iteration 44Q: 3 clusters Score -1532500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1532519.125000 Penalty: 4774.407715
	Iteration 45Q: 3 clusters Score -1532519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1532524.125000 Penalty: 4774.407715
	Iteration 46Q: 3 clusters Score -1532524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1532536.500000 Penalty: 4774.407715
	Iteration 47Q: 3 clusters Score -1532536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1532544.250000 Penalty: 4774.407715
	Iteration 48Q: 3 clusters Score -1532544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1532549.250000 Penalty: 4774.407715
	Iteration 49Q: 3 clusters Score -1532549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1532559.500000 Penalty: 4774.407715
	Iteration 50Q: 3 clusters Score -1532560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1532570.750000 Penalty: 4774.407715
	Iteration 51Q: 3 clusters Score -1532571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1532580.125000 Penalty: 4774.407715
	Iteration 52Q: 3 clusters Score -1532580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1532587.500000 Penalty: 4774.407715
	Iteration 53Q: 3 clusters Score -1532588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1532596.875000 Penalty: 4774.407715
	Iteration 54Q: 3 clusters Score -1532597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1532596.750000 Penalty: 4774.407715
	Iteration 55Q: 3 clusters Score -1532597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1532600.000000 Penalty: 4774.407715
	Iteration 56Q: 3 clusters Score -1532600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1532601.000000 Penalty: 4774.407715
	Iteration 57Q: 3 clusters Score -1532601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1532602.500000 Penalty: 4774.407715
	Iteration 58Q: 3 clusters Score -1532602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1532602.625000 Penalty: 4774.407715
	Iteration 59Q: 3 clusters Score -1532603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1532604.500000 Penalty: 4774.407715
	Iteration 60F: 3 clusters Score -1532604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1532603.750000 Penalty: 4774.407715
	Iteration 61Q: 3 clusters Score -1532604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1532600.875000 Penalty: 4774.407715
	Iteration 62Q: 3 clusters Score -1532601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1532600.375000 Penalty: 4774.407715
	Iteration 63Q: 3 clusters Score -1532600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1532599.250000 Penalty: 4774.407715
	Iteration 64Q: 3 clusters Score -1532599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1532604.750000 Penalty: 4774.407715
	Iteration 65Q: 3 clusters Score -1532605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1532608.125000 Penalty: 4774.407715
	Iteration 66Q: 3 clusters Score -1532608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1532610.875000 Penalty: 4774.407715
	Iteration 67Q: 3 clusters Score -1532611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1532608.000000 Penalty: 4774.407715
	Iteration 68Q: 3 clusters Score -1532608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1532610.500000 Penalty: 4774.407715
	Iteration 69Q: 3 clusters Score -1532610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1532612.375000 Penalty: 4774.407715
	Iteration 70Q: 3 clusters Score -1532612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1532611.375000 Penalty: 4774.407715
	Iteration 71Q: 3 clusters Score -1532611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1532612.625000 Penalty: 4774.407715
	Iteration 72Q: 3 clusters Score -1532613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1532616.750000 Penalty: 4774.407715
	Iteration 73Q: 3 clusters Score -1532617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1532614.750000 Penalty: 4774.407715
	Iteration 74Q: 3 clusters Score -1532615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1532617.500000 Penalty: 4774.407715
	Iteration 75Q: 3 clusters Score -1532618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1532617.750000 Penalty: 4774.407715
	Iteration 76Q: 3 clusters Score -1532618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1532618.250000 Penalty: 4774.407715
	Iteration 77Q: 3 clusters Score -1532618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1532622.250000 Penalty: 4774.407715
	Iteration 78Q: 3 clusters Score -1532622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1532622.375000 Penalty: 4774.407715
	Iteration 79Q: 3 clusters Score -1532622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1532621.750000 Penalty: 4774.407715
	Iteration 80F: 3 clusters Score -1532622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1532622.875000 Penalty: 4774.407715
	Iteration 81Q: 3 clusters Score -1532623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1532621.375000 Penalty: 4774.407715
	Iteration 82Q: 3 clusters Score -1532621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1532624.375000 Penalty: 4774.407715
	Iteration 83Q: 3 clusters Score -1532624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1532622.000000 Penalty: 4774.407715
	Iteration 84Q: 3 clusters Score -1532622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1532623.375000 Penalty: 4774.407715
	Iteration 85Q: 3 clusters Score -1532623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1532626.500000 Penalty: 4774.407715
	Iteration 86Q: 3 clusters Score -1532626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1532623.875000 Penalty: 4774.407715
	Iteration 87Q: 3 clusters Score -1532624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1532624.625000 Penalty: 4774.407715
	Iteration 88Q: 3 clusters Score -1532625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1532624.500000 Penalty: 4774.407715
	Iteration 89Q: 3 clusters Score -1532624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1532625.375000 Penalty: 4774.407715
	Iteration 90Q: 3 clusters Score -1532625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1532625.375000 Penalty: 4774.407715
	Iteration 91F: 3 clusters Score -1532625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Entering Unmasked Estep 
Score: -2387866.000000 Penalty: 2503.963135
	Iteration 0F: 2 clusters Score -2387866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2371035.500000 Penalty: 5007.926270
	Iteration 0F: 3 clusters Score -2371036 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2377088.250000 Penalty: 5007.926270
	Iteration 1F: 3 clusters Score -2377088 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2377899.000000 Penalty: 5007.926270
	Iteration 2F: 3 clusters Score -2377899 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2378892.000000 Penalty: 5007.926270
	Iteration 3F: 3 clusters Score -2378892 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2380045.500000 Penalty: 5007.926270
	Iteration 4F: 3 clusters Score -2380046 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2381358.000000 Penalty: 5007.926270
	Iteration 5F: 3 clusters Score -2381358 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2382714.750000 Penalty: 5007.926270
	Iteration 6F: 3 clusters Score -2382715 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2383939.500000 Penalty: 5007.926270
	Iteration 7F: 3 clusters Score -2383940 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2384973.500000 Penalty: 5007.926270
	Iteration 8F: 3 clusters Score -2384974 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2385888.250000 Penalty: 5007.926270
	Iteration 9Q: 3 clusters Score -2385888 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2386737.250000 Penalty: 5007.926270
	Iteration 10Q: 3 clusters Score -2386737 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2387228.750000 Penalty: 5007.926270
	Iteration 11Q: 3 clusters Score -2387229 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2387442.500000 Penalty: 5007.926270
	Iteration 12Q: 3 clusters Score -2387442 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2387554.000000 Penalty: 5007.926270
	Iteration 13Q: 3 clusters Score -2387554 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2387618.500000 Penalty: 5007.926270
	Iteration 14Q: 3 clusters Score -2387618 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2387649.750000 Penalty: 5007.926270
	Iteration 15Q: 3 clusters Score -2387650 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2387664.500000 Penalty: 5007.926270
	Iteration 16Q: 3 clusters Score -2387664 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2387683.500000 Penalty: 5007.926270
	Iteration 17Q: 3 clusters Score -2387684 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2387696.500000 Penalty: 5007.926270
	Iteration 18Q: 3 clusters Score -2387696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2387704.750000 Penalty: 5007.926270
	Iteration 19Q: 3 clusters Score -2387705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2387705.500000 Penalty: 5007.926270
	Iteration 20F: 3 clusters Score -2387706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2387708.000000 Penalty: 5007.926270
	Iteration 21Q: 3 clusters Score -2387708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2387706.750000 Penalty: 5007.926270
	Iteration 22Q: 3 clusters Score -2387707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2387710.500000 Penalty: 5007.926270
	Iteration 23Q: 3 clusters Score -2387710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2387712.250000 Penalty: 5007.926270
	Iteration 24Q: 3 clusters Score -2387712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2387717.000000 Penalty: 5007.926270
	Iteration 25Q: 3 clusters Score -2387717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2387716.750000 Penalty: 5007.926270
	Iteration 26Q: 3 clusters Score -2387717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2387717.250000 Penalty: 5007.926270
	Iteration 27Q: 3 clusters Score -2387717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2387717.250000 Penalty: 5007.926270
	Iteration 28F: 3 clusters Score -2387717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Entering Unmasked Estep 
Score: -838666.375000 Penalty: 2239.236328
	Iteration 0F: 2 clusters Score -838666.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -832062.812500 Penalty: 4478.472656
	Iteration 0F: 3 clusters Score -832062.8 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -833920.875000 Penalty: 4478.472656
	Iteration 1F: 3 clusters Score -833920.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -834167.750000 Penalty: 4478.472656
	Iteration 2F: 3 clusters Score -834167.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -834355.937500 Penalty: 4478.472656
	Iteration 3Q: 3 clusters Score -834355.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -834497.125000 Penalty: 4478.472656
	Iteration 4Q: 3 clusters Score -834497.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -834620.500000 Penalty: 4478.472656
	Iteration 5Q: 3 clusters Score -834620.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -834725.187500 Penalty: 4478.472656
	Iteration 6Q: 3 clusters Score -834725.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -834820.937500 Penalty: 4478.472656
	Iteration 7Q: 3 clusters Score -834820.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -834903.625000 Penalty: 4478.472656
	Iteration 8Q: 3 clusters Score -834903.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -834989.875000 Penalty: 4478.472656
	Iteration 9Q: 3 clusters Score -834989.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -835070.062500 Penalty: 4478.472656
	Iteration 10Q: 3 clusters Score -835070.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -835147.875000 Penalty: 4478.472656
	Iteration 11Q: 3 clusters Score -835147.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -835195.437500 Penalty: 4478.472656
	Iteration 12Q: 3 clusters Score -835195.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -835244.875000 Penalty: 4478.472656
	Iteration 13Q: 3 clusters Score -835244.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -835291.062500 Penalty: 4478.472656
	Iteration 14Q: 3 clusters Score -835291.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -835326.250000 Penalty: 4478.472656
	Iteration 15Q: 3 clusters Score -835326.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -835363.625000 Penalty: 4478.472656
	Iteration 16Q: 3 clusters Score -835363.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -835400.625000 Penalty: 4478.472656
	Iteration 17Q: 3 clusters Score -835400.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -835442.250000 Penalty: 4478.472656
	Iteration 18Q: 3 clusters Score -835442.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -835485.375000 Penalty: 4478.472656
	Iteration 19Q: 3 clusters Score -835485.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -835528.562500 Penalty: 4478.472656
	Iteration 20F: 3 clusters Score -835528.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -835593.062500 Penalty: 4478.472656
	Iteration 21Q: 3 clusters Score -835593.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -835661.687500 Penalty: 4478.472656
	Iteration 22Q: 3 clusters Score -835661.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -835732.000000 Penalty: 4478.472656
	Iteration 23Q: 3 clusters Score -835732 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -835799.312500 Penalty: 4478.472656
	Iteration 24Q: 3 clusters Score -835799.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -835878.250000 Penalty: 4478.472656
	Iteration 25Q: 3 clusters Score -835878.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -835964.687500 Penalty: 4478.472656
	Iteration 26Q: 3 clusters Score -835964.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -836040.437500 Penalty: 4478.472656
	Iteration 27Q: 3 clusters Score -836040.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -836115.375000 Penalty: 4478.472656
	Iteration 28Q: 3 clusters Score -836115.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -836199.875000 Penalty: 4478.472656
	Iteration 29Q: 3 clusters Score -836199.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -836279.375000 Penalty: 4478.472656
	Iteration 30Q: 3 clusters Score -836279.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -836365.500000 Penalty: 4478.472656
	Iteration 31Q: 3 clusters Score -836365.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -836425.750000 Penalty: 4478.472656
	Iteration 32Q: 3 clusters Score -836425.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -836489.125000 Penalty: 4478.472656
	Iteration 33Q: 3 clusters Score -836489.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -836554.687500 Penalty: 4478.472656
	Iteration 34Q: 3 clusters Score -836554.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -836598.875000 Penalty: 4478.472656
	Iteration 35Q: 3 clusters Score -836598.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -836640.687500 Penalty: 4478.472656
	Iteration 36Q: 3 clusters Score -836640.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -836685.500000 Penalty: 4478.472656
	Iteration 37Q: 3 clusters Score -836685.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -836714.250000 Penalty: 4478.472656
	Iteration 38Q: 3 clusters Score -836714.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -836738.437500 Penalty: 4478.472656
	Iteration 39Q: 3 clusters Score -836738.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -836760.812500 Penalty: 4478.472656
	Iteration 40F: 3 clusters Score -836760.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -836784.500000 Penalty: 4478.472656
	Iteration 41Q: 3 clusters Score -836784.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -836808.000000 Penalty: 4478.472656
	Iteration 42Q: 3 clusters Score -836808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -836828.937500 Penalty: 4478.472656
	Iteration 43Q: 3 clusters Score -836828.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -836851.062500 Penalty: 4478.472656
	Iteration 44Q: 3 clusters Score -836851.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -836863.562500 Penalty: 4478.472656
	Iteration 45Q: 3 clusters Score -836863.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -836871.687500 Penalty: 4478.472656
	Iteration 46Q: 3 clusters Score -836871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -836873.562500 Penalty: 4478.472656
	Iteration 47Q: 3 clusters Score -836873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -836876.000000 Penalty: 4478.472656
	Iteration 48Q: 3 clusters Score -836876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -836877.000000 Penalty: 4478.472656
	Iteration 49Q: 3 clusters Score -836877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -836878.250000 Penalty: 4478.472656
	Iteration 50Q: 3 clusters Score -836878.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -836880.437500 Penalty: 4478.472656
	Iteration 51Q: 3 clusters Score -836880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -836883.312500 Penalty: 4478.472656
	Iteration 52Q: 3 clusters Score -836883.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -836883.750000 Penalty: 4478.472656
	Iteration 53Q: 3 clusters Score -836883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -836884.562500 Penalty: 4478.472656
	Iteration 54Q: 3 clusters Score -836884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -836885.750000 Penalty: 4478.472656
	Iteration 55Q: 3 clusters Score -836885.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -836885.750000 Penalty: 4478.472656
	Iteration 56F: 3 clusters Score -836885.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -412566.437500 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -412566.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -408492.343750 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -408492.3 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -409473.062500 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -409473.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -409702.500000 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -409702.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -409855.375000 Penalty: 4151.676758
	Iteration 3F: 3 clusters Score -409855.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -409969.718750 Penalty: 4151.676758
	Iteration 4Q: 3 clusters Score -409969.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -410056.125000 Penalty: 4151.676758
	Iteration 5Q: 3 clusters Score -410056.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -410126.718750 Penalty: 4151.676758
	Iteration 6Q: 3 clusters Score -410126.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -410187.937500 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -410187.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -410242.343750 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -410242.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -410285.625000 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -410285.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -410318.312500 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -410318.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -410355.750000 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -410355.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -410398.468750 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -410398.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -410441.968750 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -410442 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -410489.375000 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -410489.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -410530.406250 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -410530.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -410563.750000 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -410563.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -410593.906250 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -410593.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -410619.781250 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -410619.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -410641.937500 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -410641.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -410665.812500 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -410665.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -410689.875000 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -410689.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -410710.125000 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -410710.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -410739.781250 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -410739.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -410769.156250 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -410769.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -410799.562500 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -410799.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -410829.937500 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -410829.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -410869.843750 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -410869.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -410906.312500 Penalty: 4151.676758
	Iteration 28Q: 3 clusters Score -410906.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -410940.218750 Penalty: 4151.676758
	Iteration 29Q: 3 clusters Score -410940.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -410981.218750 Penalty: 4151.676758
	Iteration 30Q: 3 clusters Score -410981.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -411031.875000 Penalty: 4151.676758
	Iteration 31Q: 3 clusters Score -411031.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -411082.281250 Penalty: 4151.676758
	Iteration 32Q: 3 clusters Score -411082.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -411115.312500 Penalty: 4151.676758
	Iteration 33Q: 3 clusters Score -411115.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -411133.718750 Penalty: 4151.676758
	Iteration 34Q: 3 clusters Score -411133.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -411146.031250 Penalty: 4151.676758
	Iteration 35Q: 3 clusters Score -411146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -411154.781250 Penalty: 4151.676758
	Iteration 36Q: 3 clusters Score -411154.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -411158.687500 Penalty: 4151.676758
	Iteration 37Q: 3 clusters Score -411158.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -411160.312500 Penalty: 4151.676758
	Iteration 38Q: 3 clusters Score -411160.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -411166.000000 Penalty: 4151.676758
	Iteration 39Q: 3 clusters Score -411166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -411170.968750 Penalty: 4151.676758
	Iteration 40F: 3 clusters Score -411171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -411172.406250 Penalty: 4151.676758
	Iteration 41Q: 3 clusters Score -411172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -411174.812500 Penalty: 4151.676758
	Iteration 42Q: 3 clusters Score -411174.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -411176.531250 Penalty: 4151.676758
	Iteration 43Q: 3 clusters Score -411176.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -411178.812500 Penalty: 4151.676758
	Iteration 44Q: 3 clusters Score -411178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -411180.468750 Penalty: 4151.676758
	Iteration 45Q: 3 clusters Score -411180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -411180.781250 Penalty: 4151.676758
	Iteration 46Q: 3 clusters Score -411180.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -411180.781250 Penalty: 4151.676758
	Iteration 47F: 3 clusters Score -411180.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Entering Unmasked Estep 
Score: -2395457.750000 Penalty: 2505.968750
	Iteration 0F: 2 clusters Score -2395458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2378540.750000 Penalty: 5011.937500
	Iteration 0F: 3 clusters Score -2378541 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2384380.750000 Penalty: 5011.937500
	Iteration 1F: 3 clusters Score -2384381 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2384899.750000 Penalty: 5011.937500
	Iteration 2F: 3 clusters Score -2384900 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2385532.000000 Penalty: 5011.937500
	Iteration 3F: 3 clusters Score -2385532 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2386388.500000 Penalty: 5011.937500
	Iteration 4F: 3 clusters Score -2386388 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2387544.000000 Penalty: 5011.937500
	Iteration 5F: 3 clusters Score -2387544 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2388805.750000 Penalty: 5011.937500
	Iteration 6F: 3 clusters Score -2388806 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2389892.250000 Penalty: 5011.937500
	Iteration 7F: 3 clusters Score -2389892 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2390717.500000 Penalty: 5011.937500
	Iteration 8Q: 3 clusters Score -2390718 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2391339.750000 Penalty: 5011.937500
	Iteration 9Q: 3 clusters Score -2391340 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2391813.500000 Penalty: 5011.937500
	Iteration 10Q: 3 clusters Score -2391814 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2392211.250000 Penalty: 5011.937500
	Iteration 11Q: 3 clusters Score -2392211 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2392554.250000 Penalty: 5011.937500
	Iteration 12Q: 3 clusters Score -2392554 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2392789.500000 Penalty: 5011.937500
	Iteration 13Q: 3 clusters Score -2392790 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2392930.000000 Penalty: 5011.937500
	Iteration 14Q: 3 clusters Score -2392930 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2393062.500000 Penalty: 5011.937500
	Iteration 15Q: 3 clusters Score -2393062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2393140.500000 Penalty: 5011.937500
	Iteration 16Q: 3 clusters Score -2393140 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2393210.750000 Penalty: 5011.937500
	Iteration 17Q: 3 clusters Score -2393211 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2393267.750000 Penalty: 5011.937500
	Iteration 18Q: 3 clusters Score -2393268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2393307.000000 Penalty: 5011.937500
	Iteration 19Q: 3 clusters Score -2393307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2393322.000000 Penalty: 5011.937500
	Iteration 20F: 3 clusters Score -2393322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2393334.250000 Penalty: 5011.937500
	Iteration 21Q: 3 clusters Score -2393334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2393350.500000 Penalty: 5011.937500
	Iteration 22Q: 3 clusters Score -2393350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2393360.250000 Penalty: 5011.937500
	Iteration 23Q: 3 clusters Score -2393360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2393374.000000 Penalty: 5011.937500
	Iteration 24Q: 3 clusters Score -2393374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2393380.000000 Penalty: 5011.937500
	Iteration 25Q: 3 clusters Score -2393380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2393390.000000 Penalty: 5011.937500
	Iteration 26Q: 3 clusters Score -2393390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2393405.000000 Penalty: 5011.937500
	Iteration 27Q: 3 clusters Score -2393405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2393429.000000 Penalty: 5011.937500
	Iteration 28Q: 3 clusters Score -2393429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2393434.250000 Penalty: 5011.937500
	Iteration 29Q: 3 clusters Score -2393434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2393454.250000 Penalty: 5011.937500
	Iteration 30Q: 3 clusters Score -2393454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2393478.750000 Penalty: 5011.937500
	Iteration 31Q: 3 clusters Score -2393479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2393498.750000 Penalty: 5011.937500
	Iteration 32Q: 3 clusters Score -2393499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2393514.750000 Penalty: 5011.937500
	Iteration 33Q: 3 clusters Score -2393515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2393523.750000 Penalty: 5011.937500
	Iteration 34Q: 3 clusters Score -2393524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2393530.500000 Penalty: 5011.937500
	Iteration 35Q: 3 clusters Score -2393530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2393531.000000 Penalty: 5011.937500
	Iteration 36Q: 3 clusters Score -2393531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2393538.000000 Penalty: 5011.937500
	Iteration 37Q: 3 clusters Score -2393538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2393540.000000 Penalty: 5011.937500
	Iteration 38Q: 3 clusters Score -2393540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2393540.000000 Penalty: 5011.937500
	Iteration 39Q: 3 clusters Score -2393540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2393540.500000 Penalty: 5011.937500
	Iteration 40F: 3 clusters Score -2393540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2393544.250000 Penalty: 5011.937500
	Iteration 41Q: 3 clusters Score -2393544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2393543.500000 Penalty: 5011.937500
	Iteration 42Q: 3 clusters Score -2393544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2393551.250000 Penalty: 5011.937500
	Iteration 43Q: 3 clusters Score -2393551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2393553.500000 Penalty: 5011.937500
	Iteration 44Q: 3 clusters Score -2393554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2393556.000000 Penalty: 5011.937500
	Iteration 45Q: 3 clusters Score -2393556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2393555.250000 Penalty: 5011.937500
	Iteration 46Q: 3 clusters Score -2393555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2393559.250000 Penalty: 5011.937500
	Iteration 47Q: 3 clusters Score -2393559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2393559.250000 Penalty: 5011.937500
	Iteration 48F: 3 clusters Score -2393559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -97573.914062 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -97573.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -95661.421875 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -95661.42 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -95977.890625 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -95977.89 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -96085.031250 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -96085.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96136.656250 Penalty: 3456.549805
	Iteration 3Q: 3 clusters Score -96136.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -96184.476562 Penalty: 3456.549805
	Iteration 4Q: 3 clusters Score -96184.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -96214.445312 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -96214.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -96226.906250 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -96226.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96236.351562 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -96236.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -96244.000000 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -96244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96248.304688 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -96248.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -96251.078125 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -96251.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96258.890625 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -96258.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -96262.039062 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -96262.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96264.632812 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -96264.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -96265.351562 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -96265.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96267.625000 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -96267.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -96268.664062 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -96268.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96269.273438 Penalty: 3456.549805
	Iteration 17Q: 3 clusters Score -96269.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96269.273438 Penalty: 3456.549805
	Iteration 18F: 3 clusters Score -96269.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -332936.593750 Penalty: 2031.894653
	Iteration 0F: 2 clusters Score -332936.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -329290.250000 Penalty: 4063.789307
	Iteration 0F: 3 clusters Score -329290.2 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -330314.312500 Penalty: 4063.789307
	Iteration 1F: 3 clusters Score -330314.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -330683.718750 Penalty: 4063.789307
	Iteration 2F: 3 clusters Score -330683.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -331021.312500 Penalty: 4063.789307
	Iteration 3F: 3 clusters Score -331021.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -331303.718750 Penalty: 4063.789307
	Iteration 4F: 3 clusters Score -331303.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -331547.000000 Penalty: 4063.789307
	Iteration 5F: 3 clusters Score -331547 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -331773.843750 Penalty: 4063.789307
	Iteration 6F: 3 clusters Score -331773.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -331921.187500 Penalty: 4063.789307
	Iteration 7Q: 3 clusters Score -331921.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -332030.906250 Penalty: 4063.789307
	Iteration 8Q: 3 clusters Score -332030.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -332113.375000 Penalty: 4063.789307
	Iteration 9Q: 3 clusters Score -332113.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -332169.437500 Penalty: 4063.789307
	Iteration 10Q: 3 clusters Score -332169.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -332209.031250 Penalty: 4063.789307
	Iteration 11Q: 3 clusters Score -332209 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -332245.875000 Penalty: 4063.789307
	Iteration 12Q: 3 clusters Score -332245.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -332281.875000 Penalty: 4063.789307
	Iteration 13Q: 3 clusters Score -332281.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -332314.937500 Penalty: 4063.789307
	Iteration 14Q: 3 clusters Score -332314.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -332336.937500 Penalty: 4063.789307
	Iteration 15Q: 3 clusters Score -332336.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -332351.843750 Penalty: 4063.789307
	Iteration 16Q: 3 clusters Score -332351.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -332360.656250 Penalty: 4063.789307
	Iteration 17Q: 3 clusters Score -332360.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -332367.437500 Penalty: 4063.789307
	Iteration 18Q: 3 clusters Score -332367.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -332370.875000 Penalty: 4063.789307
	Iteration 19Q: 3 clusters Score -332370.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -332374.031250 Penalty: 4063.789307
	Iteration 20F: 3 clusters Score -332374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -332377.437500 Penalty: 4063.789307
	Iteration 21Q: 3 clusters Score -332377.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -332381.343750 Penalty: 4063.789307
	Iteration 22Q: 3 clusters Score -332381.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -332382.343750 Penalty: 4063.789307
	Iteration 23Q: 3 clusters Score -332382.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -332383.968750 Penalty: 4063.789307
	Iteration 24Q: 3 clusters Score -332384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -332383.812500 Penalty: 4063.789307
	Iteration 25Q: 3 clusters Score -332383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -332385.500000 Penalty: 4063.789307
	Iteration 26Q: 3 clusters Score -332385.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -332386.156250 Penalty: 4063.789307
	Iteration 27Q: 3 clusters Score -332386.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -332386.968750 Penalty: 4063.789307
	Iteration 28Q: 3 clusters Score -332387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -332387.750000 Penalty: 4063.789307
	Iteration 29Q: 3 clusters Score -332387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -332387.750000 Penalty: 4063.789307
	Iteration 30F: 3 clusters Score -332387.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (232487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232487 members 
Entering Unmasked Estep 
Score: -23312534.000000 Penalty: 3064.434082
	Iteration 0F: 2 clusters Score -2.331253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116209 members 
Mstep: Class 2 contains 116278 members 
Entering Unmasked Estep 
Score: -23161870.000000 Penalty: 6128.868164
	Iteration 0F: 3 clusters Score -2.316187e+07 nChanged 112432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115251 members 
Mstep: Class 2 contains 117236 members 
Entering Unmasked Estep 
Score: -23228502.000000 Penalty: 6128.868164
	Iteration 1F: 3 clusters Score -2.32285e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114620 members 
Mstep: Class 2 contains 117867 members 
Entering Unmasked Estep 
Score: -23229870.000000 Penalty: 6128.868164
	Iteration 2Q: 3 clusters Score -2.322987e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113528 members 
Mstep: Class 2 contains 118959 members 
Entering Unmasked Estep 
Score: -23231830.000000 Penalty: 6128.868164
	Iteration 3Q: 3 clusters Score -2.323183e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111509 members 
Mstep: Class 2 contains 120978 members 
Entering Unmasked Estep 
Score: -23235028.000000 Penalty: 6128.868164
	Iteration 4Q: 3 clusters Score -2.323503e+07 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108198 members 
Mstep: Class 2 contains 124289 members 
Entering Unmasked Estep 
Score: -23239748.000000 Penalty: 6128.868164
	Iteration 5Q: 3 clusters Score -2.323975e+07 nChanged 12765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103255 members 
Mstep: Class 2 contains 129232 members 
Entering Unmasked Estep 
Score: -23245866.000000 Penalty: 6128.868164
	Iteration 6F: 3 clusters Score -2.324587e+07 nChanged 13713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97034 members 
Mstep: Class 2 contains 135453 members 
Entering Unmasked Estep 
Score: -23253202.000000 Penalty: 6128.868164
	Iteration 7F: 3 clusters Score -2.32532e+07 nChanged 13886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89844 members 
Mstep: Class 2 contains 142643 members 
Entering Unmasked Estep 
Score: -23260790.000000 Penalty: 6128.868164
	Iteration 8F: 3 clusters Score -2.326079e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 150002 members 
Entering Unmasked Estep 
Score: -23268072.000000 Penalty: 6128.868164
	Iteration 9F: 3 clusters Score -2.326807e+07 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75490 members 
Mstep: Class 2 contains 156997 members 
Entering Unmasked Estep 
Score: -23274274.000000 Penalty: 6128.868164
	Iteration 10Q: 3 clusters Score -2.327427e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 163521 members 
Entering Unmasked Estep 
Score: -23279508.000000 Penalty: 6128.868164
	Iteration 11Q: 3 clusters Score -2.327951e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 169621 members 
Entering Unmasked Estep 
Score: -23283812.000000 Penalty: 6128.868164
	Iteration 12Q: 3 clusters Score -2.328381e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 175529 members 
Entering Unmasked Estep 
Score: -23286928.000000 Penalty: 6128.868164
	Iteration 13Q: 3 clusters Score -2.328693e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 181301 members 
Entering Unmasked Estep 
Score: -23289604.000000 Penalty: 6128.868164
	Iteration 14Q: 3 clusters Score -2.32896e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 187095 members 
Entering Unmasked Estep 
Score: -23291654.000000 Penalty: 6128.868164
	Iteration 15Q: 3 clusters Score -2.329165e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 192759 members 
Entering Unmasked Estep 
Score: -23293578.000000 Penalty: 6128.868164
	Iteration 16Q: 3 clusters Score -2.329358e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 198223 members 
Entering Unmasked Estep 
Score: -23295738.000000 Penalty: 6128.868164
	Iteration 17Q: 3 clusters Score -2.329574e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 203366 members 
Entering Unmasked Estep 
Score: -23297882.000000 Penalty: 6128.868164
	Iteration 18Q: 3 clusters Score -2.329788e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 208112 members 
Entering Unmasked Estep 
Score: -23299852.000000 Penalty: 6128.868164
	Iteration 19Q: 3 clusters Score -2.329985e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 212461 members 
Entering Unmasked Estep 
Score: -23301634.000000 Penalty: 6128.868164
	Iteration 20F: 3 clusters Score -2.330163e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 216171 members 
Entering Unmasked Estep 
Score: -23303502.000000 Penalty: 6128.868164
	Iteration 21Q: 3 clusters Score -2.33035e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 219299 members 
Entering Unmasked Estep 
Score: -23305222.000000 Penalty: 6128.868164
	Iteration 22Q: 3 clusters Score -2.330522e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 221778 members 
Entering Unmasked Estep 
Score: -23306594.000000 Penalty: 6128.868164
	Iteration 23Q: 3 clusters Score -2.330659e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 223716 members 
Entering Unmasked Estep 
Score: -23307670.000000 Penalty: 6128.868164
	Iteration 24Q: 3 clusters Score -2.330767e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 225127 members 
Entering Unmasked Estep 
Score: -23308500.000000 Penalty: 6128.868164
	Iteration 25Q: 3 clusters Score -2.33085e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 226261 members 
Entering Unmasked Estep 
Score: -23309192.000000 Penalty: 6128.868164
	Iteration 26Q: 3 clusters Score -2.330919e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 227128 members 
Entering Unmasked Estep 
Score: -23309616.000000 Penalty: 6128.868164
	Iteration 27Q: 3 clusters Score -2.330962e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 227778 members 
Entering Unmasked Estep 
Score: -23309996.000000 Penalty: 6128.868164
	Iteration 28Q: 3 clusters Score -2.331e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 228273 members 
Entering Unmasked Estep 
Score: -23310178.000000 Penalty: 6128.868164
	Iteration 29Q: 3 clusters Score -2.331018e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 228649 members 
Entering Unmasked Estep 
Score: -23310300.000000 Penalty: 6128.868164
	Iteration 30Q: 3 clusters Score -2.33103e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 228909 members 
Entering Unmasked Estep 
Score: -23310296.000000 Penalty: 6128.868164
	Iteration 31Q: 3 clusters Score -2.33103e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 229128 members 
Entering Unmasked Estep 
Score: -23310332.000000 Penalty: 6128.868164
	Iteration 32Q: 3 clusters Score -2.331033e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 229296 members 
Entering Unmasked Estep 
Score: -23310340.000000 Penalty: 6128.868164
	Iteration 33Q: 3 clusters Score -2.331034e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 229426 members 
Entering Unmasked Estep 
Score: -23310358.000000 Penalty: 6128.868164
	Iteration 34Q: 3 clusters Score -2.331036e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 229520 members 
Entering Unmasked Estep 
Score: -23310406.000000 Penalty: 6128.868164
	Iteration 35Q: 3 clusters Score -2.331041e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 229610 members 
Entering Unmasked Estep 
Score: -23310426.000000 Penalty: 6128.868164
	Iteration 36Q: 3 clusters Score -2.331043e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 229694 members 
Entering Unmasked Estep 
Score: -23310452.000000 Penalty: 6128.868164
	Iteration 37Q: 3 clusters Score -2.331045e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 229758 members 
Entering Unmasked Estep 
Score: -23310460.000000 Penalty: 6128.868164
	Iteration 38Q: 3 clusters Score -2.331046e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 229811 members 
Entering Unmasked Estep 
Score: -23310498.000000 Penalty: 6128.868164
	Iteration 39Q: 3 clusters Score -2.33105e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 229866 members 
Entering Unmasked Estep 
Score: -23310508.000000 Penalty: 6128.868164
	Iteration 40F: 3 clusters Score -2.331051e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 229906 members 
Entering Unmasked Estep 
Score: -23310482.000000 Penalty: 6128.868164
	Iteration 41Q: 3 clusters Score -2.331048e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 229946 members 
Entering Unmasked Estep 
Score: -23310502.000000 Penalty: 6128.868164
	Iteration 42Q: 3 clusters Score -2.33105e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 229986 members 
Entering Unmasked Estep 
Score: -23310498.000000 Penalty: 6128.868164
	Iteration 43Q: 3 clusters Score -2.33105e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 230016 members 
Entering Unmasked Estep 
Score: -23310518.000000 Penalty: 6128.868164
	Iteration 44Q: 3 clusters Score -2.331052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 230046 members 
Entering Unmasked Estep 
Score: -23310492.000000 Penalty: 6128.868164
	Iteration 45Q: 3 clusters Score -2.331049e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 230075 members 
Entering Unmasked Estep 
Score: -23310500.000000 Penalty: 6128.868164
	Iteration 46Q: 3 clusters Score -2.33105e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 230096 members 
Entering Unmasked Estep 
Score: -23310478.000000 Penalty: 6128.868164
	Iteration 47Q: 3 clusters Score -2.331048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 230109 members 
Entering Unmasked Estep 
Score: -23310508.000000 Penalty: 6128.868164
	Iteration 48Q: 3 clusters Score -2.331051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 230126 members 
Entering Unmasked Estep 
Score: -23310496.000000 Penalty: 6128.868164
	Iteration 49Q: 3 clusters Score -2.33105e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 230148 members 
Entering Unmasked Estep 
Score: -23310498.000000 Penalty: 6128.868164
	Iteration 50Q: 3 clusters Score -2.33105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 230168 members 
Entering Unmasked Estep 
Score: -23310508.000000 Penalty: 6128.868164
	Iteration 51Q: 3 clusters Score -2.331051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 230187 members 
Entering Unmasked Estep 
Score: -23310564.000000 Penalty: 6128.868164
	Iteration 52Q: 3 clusters Score -2.331056e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 230211 members 
Entering Unmasked Estep 
Score: -23310544.000000 Penalty: 6128.868164
	Iteration 53Q: 3 clusters Score -2.331054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 230230 members 
Entering Unmasked Estep 
Score: -23310534.000000 Penalty: 6128.868164
	Iteration 54Q: 3 clusters Score -2.331053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 230245 members 
Entering Unmasked Estep 
Score: -23310558.000000 Penalty: 6128.868164
	Iteration 55Q: 3 clusters Score -2.331056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 230258 members 
Entering Unmasked Estep 
Score: -23310562.000000 Penalty: 6128.868164
	Iteration 56Q: 3 clusters Score -2.331056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 230272 members 
Entering Unmasked Estep 
Score: -23310570.000000 Penalty: 6128.868164
	Iteration 57Q: 3 clusters Score -2.331057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 230282 members 
Entering Unmasked Estep 
Score: -23310574.000000 Penalty: 6128.868164
	Iteration 58Q: 3 clusters Score -2.331057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 230291 members 
Entering Unmasked Estep 
Score: -23310558.000000 Penalty: 6128.868164
	Iteration 59Q: 3 clusters Score -2.331056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 230295 members 
Entering Unmasked Estep 
Score: -23310556.000000 Penalty: 6128.868164
	Iteration 60F: 3 clusters Score -2.331056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 230300 members 
Entering Unmasked Estep 
Score: -23310556.000000 Penalty: 6128.868164
	Iteration 61Q: 3 clusters Score -2.331056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 230306 members 
Entering Unmasked Estep 
Score: -23310552.000000 Penalty: 6128.868164
	Iteration 62Q: 3 clusters Score -2.331055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 230308 members 
Entering Unmasked Estep 
Score: -23310560.000000 Penalty: 6128.868164
	Iteration 63Q: 3 clusters Score -2.331056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 230313 members 
Entering Unmasked Estep 
Score: -23310556.000000 Penalty: 6128.868164
	Iteration 64Q: 3 clusters Score -2.331056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 230316 members 
Entering Unmasked Estep 
Score: -23310562.000000 Penalty: 6128.868164
	Iteration 65Q: 3 clusters Score -2.331056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 230320 members 
Entering Unmasked Estep 
Score: -23310562.000000 Penalty: 6128.868164
	Iteration 66Q: 3 clusters Score -2.331056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 230321 members 
Entering Unmasked Estep 
Score: -23310560.000000 Penalty: 6128.868164
	Iteration 67Q: 3 clusters Score -2.331056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 230321 members 
Entering Unmasked Estep 
Score: -23310560.000000 Penalty: 6128.868164
	Iteration 68F: 3 clusters Score -2.331056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Entering Unmasked Estep 
Score: -972753.500000 Penalty: 2278.799561
	Iteration 0F: 2 clusters Score -972753.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -965161.125000 Penalty: 4557.599121
	Iteration 0F: 3 clusters Score -965161.1 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -967367.937500 Penalty: 4557.599121
	Iteration 1F: 3 clusters Score -967367.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -967696.250000 Penalty: 4557.599121
	Iteration 2F: 3 clusters Score -967696.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -967936.062500 Penalty: 4557.599121
	Iteration 3F: 3 clusters Score -967936.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -968165.875000 Penalty: 4557.599121
	Iteration 4Q: 3 clusters Score -968165.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -968405.250000 Penalty: 4557.599121
	Iteration 5Q: 3 clusters Score -968405.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -968677.000000 Penalty: 4557.599121
	Iteration 6Q: 3 clusters Score -968677 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -968915.437500 Penalty: 4557.599121
	Iteration 7Q: 3 clusters Score -968915.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -969121.062500 Penalty: 4557.599121
	Iteration 8Q: 3 clusters Score -969121.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -969332.625000 Penalty: 4557.599121
	Iteration 9Q: 3 clusters Score -969332.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -969511.937500 Penalty: 4557.599121
	Iteration 10Q: 3 clusters Score -969511.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -969658.687500 Penalty: 4557.599121
	Iteration 11Q: 3 clusters Score -969658.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -969793.500000 Penalty: 4557.599121
	Iteration 12Q: 3 clusters Score -969793.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -969925.750000 Penalty: 4557.599121
	Iteration 13Q: 3 clusters Score -969925.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -970049.187500 Penalty: 4557.599121
	Iteration 14Q: 3 clusters Score -970049.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -970160.312500 Penalty: 4557.599121
	Iteration 15Q: 3 clusters Score -970160.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -970245.687500 Penalty: 4557.599121
	Iteration 16Q: 3 clusters Score -970245.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -970321.687500 Penalty: 4557.599121
	Iteration 17Q: 3 clusters Score -970321.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -970378.062500 Penalty: 4557.599121
	Iteration 18Q: 3 clusters Score -970378.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -970430.125000 Penalty: 4557.599121
	Iteration 19Q: 3 clusters Score -970430.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -970480.187500 Penalty: 4557.599121
	Iteration 20F: 3 clusters Score -970480.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -970532.687500 Penalty: 4557.599121
	Iteration 21Q: 3 clusters Score -970532.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -970581.812500 Penalty: 4557.599121
	Iteration 22Q: 3 clusters Score -970581.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -970624.937500 Penalty: 4557.599121
	Iteration 23Q: 3 clusters Score -970624.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -970667.562500 Penalty: 4557.599121
	Iteration 24Q: 3 clusters Score -970667.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -970709.000000 Penalty: 4557.599121
	Iteration 25Q: 3 clusters Score -970709 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -970749.437500 Penalty: 4557.599121
	Iteration 26Q: 3 clusters Score -970749.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -970789.437500 Penalty: 4557.599121
	Iteration 27Q: 3 clusters Score -970789.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -970823.000000 Penalty: 4557.599121
	Iteration 28Q: 3 clusters Score -970823 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -970854.500000 Penalty: 4557.599121
	Iteration 29Q: 3 clusters Score -970854.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -970875.562500 Penalty: 4557.599121
	Iteration 30Q: 3 clusters Score -970875.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -970899.000000 Penalty: 4557.599121
	Iteration 31Q: 3 clusters Score -970899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -970929.000000 Penalty: 4557.599121
	Iteration 32Q: 3 clusters Score -970929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -970948.000000 Penalty: 4557.599121
	Iteration 33Q: 3 clusters Score -970948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -970967.812500 Penalty: 4557.599121
	Iteration 34Q: 3 clusters Score -970967.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -970988.312500 Penalty: 4557.599121
	Iteration 35Q: 3 clusters Score -970988.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -970999.875000 Penalty: 4557.599121
	Iteration 36Q: 3 clusters Score -970999.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -971010.125000 Penalty: 4557.599121
	Iteration 37Q: 3 clusters Score -971010.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -971014.562500 Penalty: 4557.599121
	Iteration 38Q: 3 clusters Score -971014.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -971019.125000 Penalty: 4557.599121
	Iteration 39Q: 3 clusters Score -971019.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -971024.500000 Penalty: 4557.599121
	Iteration 40F: 3 clusters Score -971024.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -971031.250000 Penalty: 4557.599121
	Iteration 41Q: 3 clusters Score -971031.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -971033.687500 Penalty: 4557.599121
	Iteration 42Q: 3 clusters Score -971033.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -971038.125000 Penalty: 4557.599121
	Iteration 43Q: 3 clusters Score -971038.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -971042.687500 Penalty: 4557.599121
	Iteration 44Q: 3 clusters Score -971042.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -971045.437500 Penalty: 4557.599121
	Iteration 45Q: 3 clusters Score -971045.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -971048.375000 Penalty: 4557.599121
	Iteration 46Q: 3 clusters Score -971048.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -971050.187500 Penalty: 4557.599121
	Iteration 47Q: 3 clusters Score -971050.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -971053.437500 Penalty: 4557.599121
	Iteration 48Q: 3 clusters Score -971053.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -971056.875000 Penalty: 4557.599121
	Iteration 49Q: 3 clusters Score -971056.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -971063.062500 Penalty: 4557.599121
	Iteration 50Q: 3 clusters Score -971063.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -971065.187500 Penalty: 4557.599121
	Iteration 51Q: 3 clusters Score -971065.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -971069.687500 Penalty: 4557.599121
	Iteration 52Q: 3 clusters Score -971069.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -971069.875000 Penalty: 4557.599121
	Iteration 53Q: 3 clusters Score -971069.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -971073.125000 Penalty: 4557.599121
	Iteration 54Q: 3 clusters Score -971073.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -971074.500000 Penalty: 4557.599121
	Iteration 55Q: 3 clusters Score -971074.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -971076.187500 Penalty: 4557.599121
	Iteration 56Q: 3 clusters Score -971076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -971076.750000 Penalty: 4557.599121
	Iteration 57Q: 3 clusters Score -971076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -971078.375000 Penalty: 4557.599121
	Iteration 58Q: 3 clusters Score -971078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -971078.312500 Penalty: 4557.599121
	Iteration 59Q: 3 clusters Score -971078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -971077.875000 Penalty: 4557.599121
	Iteration 60F: 3 clusters Score -971077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -971082.375000 Penalty: 4557.599121
	Iteration 61Q: 3 clusters Score -971082.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -971081.437500 Penalty: 4557.599121
	Iteration 62Q: 3 clusters Score -971081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -971083.062500 Penalty: 4557.599121
	Iteration 63Q: 3 clusters Score -971083.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -971081.750000 Penalty: 4557.599121
	Iteration 64Q: 3 clusters Score -971081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -971082.062500 Penalty: 4557.599121
	Iteration 65Q: 3 clusters Score -971082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -971082.187500 Penalty: 4557.599121
	Iteration 66Q: 3 clusters Score -971082.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -971082.187500 Penalty: 4557.599121
	Iteration 67F: 3 clusters Score -971082.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Entering Unmasked Estep 
Score: -759176.062500 Penalty: 2211.858398
	Iteration 0F: 2 clusters Score -759176.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -753106.375000 Penalty: 4423.716797
	Iteration 0F: 3 clusters Score -753106.4 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -754703.000000 Penalty: 4423.716797
	Iteration 1F: 3 clusters Score -754703 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -754999.687500 Penalty: 4423.716797
	Iteration 2F: 3 clusters Score -754999.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -755230.187500 Penalty: 4423.716797
	Iteration 3F: 3 clusters Score -755230.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -755400.125000 Penalty: 4423.716797
	Iteration 4Q: 3 clusters Score -755400.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -755551.500000 Penalty: 4423.716797
	Iteration 5Q: 3 clusters Score -755551.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -755712.687500 Penalty: 4423.716797
	Iteration 6Q: 3 clusters Score -755712.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -755886.312500 Penalty: 4423.716797
	Iteration 7Q: 3 clusters Score -755886.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -756056.625000 Penalty: 4423.716797
	Iteration 8Q: 3 clusters Score -756056.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -756223.937500 Penalty: 4423.716797
	Iteration 9Q: 3 clusters Score -756223.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -756399.437500 Penalty: 4423.716797
	Iteration 10Q: 3 clusters Score -756399.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -756570.375000 Penalty: 4423.716797
	Iteration 11Q: 3 clusters Score -756570.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -756712.312500 Penalty: 4423.716797
	Iteration 12Q: 3 clusters Score -756712.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -756838.750000 Penalty: 4423.716797
	Iteration 13Q: 3 clusters Score -756838.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -756949.437500 Penalty: 4423.716797
	Iteration 14Q: 3 clusters Score -756949.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -757039.687500 Penalty: 4423.716797
	Iteration 15Q: 3 clusters Score -757039.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -757113.875000 Penalty: 4423.716797
	Iteration 16Q: 3 clusters Score -757113.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -757170.125000 Penalty: 4423.716797
	Iteration 17Q: 3 clusters Score -757170.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -757216.187500 Penalty: 4423.716797
	Iteration 18Q: 3 clusters Score -757216.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -757256.375000 Penalty: 4423.716797
	Iteration 19Q: 3 clusters Score -757256.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -757285.250000 Penalty: 4423.716797
	Iteration 20F: 3 clusters Score -757285.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -757305.687500 Penalty: 4423.716797
	Iteration 21Q: 3 clusters Score -757305.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -757321.562500 Penalty: 4423.716797
	Iteration 22Q: 3 clusters Score -757321.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -757325.500000 Penalty: 4423.716797
	Iteration 23Q: 3 clusters Score -757325.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -757332.312500 Penalty: 4423.716797
	Iteration 24Q: 3 clusters Score -757332.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -757337.125000 Penalty: 4423.716797
	Iteration 25Q: 3 clusters Score -757337.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -757344.375000 Penalty: 4423.716797
	Iteration 26Q: 3 clusters Score -757344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -757345.375000 Penalty: 4423.716797
	Iteration 27Q: 3 clusters Score -757345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -757347.687500 Penalty: 4423.716797
	Iteration 28Q: 3 clusters Score -757347.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -757350.937500 Penalty: 4423.716797
	Iteration 29Q: 3 clusters Score -757350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -757355.750000 Penalty: 4423.716797
	Iteration 30Q: 3 clusters Score -757355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -757356.000000 Penalty: 4423.716797
	Iteration 31Q: 3 clusters Score -757356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -757357.437500 Penalty: 4423.716797
	Iteration 32Q: 3 clusters Score -757357.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -757357.937500 Penalty: 4423.716797
	Iteration 33Q: 3 clusters Score -757357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -757358.062500 Penalty: 4423.716797
	Iteration 34Q: 3 clusters Score -757358.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -757358.062500 Penalty: 4423.716797
	Iteration 35F: 3 clusters Score -757358.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Entering Unmasked Estep 
Score: -1533328.750000 Penalty: 2383.493164
	Iteration 0F: 2 clusters Score -1533329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1522528.500000 Penalty: 4766.986328
	Iteration 0F: 3 clusters Score -1522528 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1525851.625000 Penalty: 4766.986328
	Iteration 1F: 3 clusters Score -1525852 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1526146.125000 Penalty: 4766.986328
	Iteration 2F: 3 clusters Score -1526146 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1526362.500000 Penalty: 4766.986328
	Iteration 3Q: 3 clusters Score -1526362 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1526559.125000 Penalty: 4766.986328
	Iteration 4Q: 3 clusters Score -1526559 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1526736.750000 Penalty: 4766.986328
	Iteration 5Q: 3 clusters Score -1526737 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1526900.625000 Penalty: 4766.986328
	Iteration 6Q: 3 clusters Score -1526901 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1527053.125000 Penalty: 4766.986328
	Iteration 7Q: 3 clusters Score -1527053 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1527218.250000 Penalty: 4766.986328
	Iteration 8Q: 3 clusters Score -1527218 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1527388.125000 Penalty: 4766.986328
	Iteration 9Q: 3 clusters Score -1527388 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1527598.125000 Penalty: 4766.986328
	Iteration 10Q: 3 clusters Score -1527598 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1527824.125000 Penalty: 4766.986328
	Iteration 11Q: 3 clusters Score -1527824 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1528054.875000 Penalty: 4766.986328
	Iteration 12Q: 3 clusters Score -1528055 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1528294.750000 Penalty: 4766.986328
	Iteration 13Q: 3 clusters Score -1528295 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1528539.500000 Penalty: 4766.986328
	Iteration 14Q: 3 clusters Score -1528540 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1528826.375000 Penalty: 4766.986328
	Iteration 15Q: 3 clusters Score -1528826 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1529145.000000 Penalty: 4766.986328
	Iteration 16Q: 3 clusters Score -1529145 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1529425.625000 Penalty: 4766.986328
	Iteration 17Q: 3 clusters Score -1529426 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1529668.625000 Penalty: 4766.986328
	Iteration 18Q: 3 clusters Score -1529669 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1529885.000000 Penalty: 4766.986328
	Iteration 19Q: 3 clusters Score -1529885 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1530088.250000 Penalty: 4766.986328
	Iteration 20F: 3 clusters Score -1530088 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1530235.875000 Penalty: 4766.986328
	Iteration 21Q: 3 clusters Score -1530236 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1530358.250000 Penalty: 4766.986328
	Iteration 22Q: 3 clusters Score -1530358 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1530490.625000 Penalty: 4766.986328
	Iteration 23Q: 3 clusters Score -1530491 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1530594.375000 Penalty: 4766.986328
	Iteration 24Q: 3 clusters Score -1530594 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1530685.500000 Penalty: 4766.986328
	Iteration 25Q: 3 clusters Score -1530686 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1530791.000000 Penalty: 4766.986328
	Iteration 26Q: 3 clusters Score -1530791 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1530898.750000 Penalty: 4766.986328
	Iteration 27Q: 3 clusters Score -1530899 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1530963.750000 Penalty: 4766.986328
	Iteration 28Q: 3 clusters Score -1530964 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1531017.250000 Penalty: 4766.986328
	Iteration 29Q: 3 clusters Score -1531017 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1531061.000000 Penalty: 4766.986328
	Iteration 30Q: 3 clusters Score -1531061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1531097.625000 Penalty: 4766.986328
	Iteration 31Q: 3 clusters Score -1531098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1531134.750000 Penalty: 4766.986328
	Iteration 32Q: 3 clusters Score -1531135 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1531160.875000 Penalty: 4766.986328
	Iteration 33Q: 3 clusters Score -1531161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1531182.000000 Penalty: 4766.986328
	Iteration 34Q: 3 clusters Score -1531182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1531206.625000 Penalty: 4766.986328
	Iteration 35Q: 3 clusters Score -1531207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1531220.125000 Penalty: 4766.986328
	Iteration 36Q: 3 clusters Score -1531220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1531236.500000 Penalty: 4766.986328
	Iteration 37Q: 3 clusters Score -1531236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1531249.500000 Penalty: 4766.986328
	Iteration 38Q: 3 clusters Score -1531250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1531256.500000 Penalty: 4766.986328
	Iteration 39Q: 3 clusters Score -1531256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1531262.500000 Penalty: 4766.986328
	Iteration 40F: 3 clusters Score -1531262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1531264.750000 Penalty: 4766.986328
	Iteration 41Q: 3 clusters Score -1531265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1531267.875000 Penalty: 4766.986328
	Iteration 42Q: 3 clusters Score -1531268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1531275.500000 Penalty: 4766.986328
	Iteration 43Q: 3 clusters Score -1531276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1531278.500000 Penalty: 4766.986328
	Iteration 44Q: 3 clusters Score -1531278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1531284.250000 Penalty: 4766.986328
	Iteration 45Q: 3 clusters Score -1531284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1531288.250000 Penalty: 4766.986328
	Iteration 46Q: 3 clusters Score -1531288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1531288.250000 Penalty: 4766.986328
	Iteration 47F: 3 clusters Score -1531288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Entering Unmasked Estep 
Score: -466047.750000 Penalty: 2108.112549
	Iteration 0F: 2 clusters Score -466047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -461620.750000 Penalty: 4216.225098
	Iteration 0F: 3 clusters Score -461620.8 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -462732.062500 Penalty: 4216.225098
	Iteration 1F: 3 clusters Score -462732.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -463040.375000 Penalty: 4216.225098
	Iteration 2F: 3 clusters Score -463040.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -463277.593750 Penalty: 4216.225098
	Iteration 3F: 3 clusters Score -463277.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -463458.812500 Penalty: 4216.225098
	Iteration 4F: 3 clusters Score -463458.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -463600.531250 Penalty: 4216.225098
	Iteration 5Q: 3 clusters Score -463600.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -463711.437500 Penalty: 4216.225098
	Iteration 6Q: 3 clusters Score -463711.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -463806.031250 Penalty: 4216.225098
	Iteration 7Q: 3 clusters Score -463806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -463902.031250 Penalty: 4216.225098
	Iteration 8Q: 3 clusters Score -463902 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -463990.625000 Penalty: 4216.225098
	Iteration 9Q: 3 clusters Score -463990.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -464092.593750 Penalty: 4216.225098
	Iteration 10Q: 3 clusters Score -464092.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -464190.250000 Penalty: 4216.225098
	Iteration 11Q: 3 clusters Score -464190.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -464277.312500 Penalty: 4216.225098
	Iteration 12Q: 3 clusters Score -464277.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -464349.437500 Penalty: 4216.225098
	Iteration 13Q: 3 clusters Score -464349.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -464411.812500 Penalty: 4216.225098
	Iteration 14Q: 3 clusters Score -464411.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -464479.250000 Penalty: 4216.225098
	Iteration 15Q: 3 clusters Score -464479.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -464567.156250 Penalty: 4216.225098
	Iteration 16Q: 3 clusters Score -464567.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -464646.687500 Penalty: 4216.225098
	Iteration 17Q: 3 clusters Score -464646.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -464749.312500 Penalty: 4216.225098
	Iteration 18Q: 3 clusters Score -464749.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -464886.218750 Penalty: 4216.225098
	Iteration 19Q: 3 clusters Score -464886.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -465009.906250 Penalty: 4216.225098
	Iteration 20F: 3 clusters Score -465009.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -465076.875000 Penalty: 4216.225098
	Iteration 21Q: 3 clusters Score -465076.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -465135.343750 Penalty: 4216.225098
	Iteration 22Q: 3 clusters Score -465135.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -465174.531250 Penalty: 4216.225098
	Iteration 23Q: 3 clusters Score -465174.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -465200.062500 Penalty: 4216.225098
	Iteration 24Q: 3 clusters Score -465200.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -465228.281250 Penalty: 4216.225098
	Iteration 25Q: 3 clusters Score -465228.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -465251.750000 Penalty: 4216.225098
	Iteration 26Q: 3 clusters Score -465251.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -465274.843750 Penalty: 4216.225098
	Iteration 27Q: 3 clusters Score -465274.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -465296.093750 Penalty: 4216.225098
	Iteration 28Q: 3 clusters Score -465296.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -465312.562500 Penalty: 4216.225098
	Iteration 29Q: 3 clusters Score -465312.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -465321.093750 Penalty: 4216.225098
	Iteration 30Q: 3 clusters Score -465321.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -465327.281250 Penalty: 4216.225098
	Iteration 31Q: 3 clusters Score -465327.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -465328.625000 Penalty: 4216.225098
	Iteration 32Q: 3 clusters Score -465328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -465330.468750 Penalty: 4216.225098
	Iteration 33Q: 3 clusters Score -465330.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -465331.593750 Penalty: 4216.225098
	Iteration 34Q: 3 clusters Score -465331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -465332.187500 Penalty: 4216.225098
	Iteration 35Q: 3 clusters Score -465332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -465332.531250 Penalty: 4216.225098
	Iteration 36Q: 3 clusters Score -465332.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -465332.531250 Penalty: 4216.225098
	Iteration 37F: 3 clusters Score -465332.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (70666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Entering Unmasked Estep 
Score: -7172219.500000 Penalty: 2769.098633
	Iteration 0F: 2 clusters Score -7172220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -7124905.000000 Penalty: 5538.197266
	Iteration 0F: 3 clusters Score -7124905 nChanged 33062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -7143308.500000 Penalty: 5538.197266
	Iteration 1F: 3 clusters Score -7143308 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -7143857.000000 Penalty: 5538.197266
	Iteration 2Q: 3 clusters Score -7143857 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -7144364.500000 Penalty: 5538.197266
	Iteration 3Q: 3 clusters Score -7144364 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -7144934.000000 Penalty: 5538.197266
	Iteration 4Q: 3 clusters Score -7144934 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -7145554.500000 Penalty: 5538.197266
	Iteration 5Q: 3 clusters Score -7145554 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -7146286.500000 Penalty: 5538.197266
	Iteration 6Q: 3 clusters Score -7146286 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -7147147.000000 Penalty: 5538.197266
	Iteration 7Q: 3 clusters Score -7147147 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -7148343.500000 Penalty: 5538.197266
	Iteration 8Q: 3 clusters Score -7148344 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -7149966.000000 Penalty: 5538.197266
	Iteration 9Q: 3 clusters Score -7149966 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -7152214.500000 Penalty: 5538.197266
	Iteration 10F: 3 clusters Score -7152214 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -7155021.500000 Penalty: 5538.197266
	Iteration 11F: 3 clusters Score -7155022 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -7157638.500000 Penalty: 5538.197266
	Iteration 12F: 3 clusters Score -7157638 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -7159240.000000 Penalty: 5538.197266
	Iteration 13Q: 3 clusters Score -7159240 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -7159945.000000 Penalty: 5538.197266
	Iteration 14Q: 3 clusters Score -7159945 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -7160176.500000 Penalty: 5538.197266
	Iteration 15Q: 3 clusters Score -7160176 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -7160277.500000 Penalty: 5538.197266
	Iteration 16Q: 3 clusters Score -7160278 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -7160419.500000 Penalty: 5538.197266
	Iteration 17Q: 3 clusters Score -7160420 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -7160498.000000 Penalty: 5538.197266
	Iteration 18Q: 3 clusters Score -7160498 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -7160609.500000 Penalty: 5538.197266
	Iteration 19Q: 3 clusters Score -7160610 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -7160718.000000 Penalty: 5538.197266
	Iteration 20F: 3 clusters Score -7160718 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -7160820.500000 Penalty: 5538.197266
	Iteration 21Q: 3 clusters Score -7160820 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -7160880.500000 Penalty: 5538.197266
	Iteration 22Q: 3 clusters Score -7160880 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -7160996.500000 Penalty: 5538.197266
	Iteration 23Q: 3 clusters Score -7160996 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -7161082.500000 Penalty: 5538.197266
	Iteration 24Q: 3 clusters Score -7161082 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -7161173.000000 Penalty: 5538.197266
	Iteration 25Q: 3 clusters Score -7161173 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -7161254.500000 Penalty: 5538.197266
	Iteration 26Q: 3 clusters Score -7161254 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -7161408.000000 Penalty: 5538.197266
	Iteration 27Q: 3 clusters Score -7161408 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -7161526.000000 Penalty: 5538.197266
	Iteration 28Q: 3 clusters Score -7161526 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -7161617.500000 Penalty: 5538.197266
	Iteration 29Q: 3 clusters Score -7161618 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -7161716.500000 Penalty: 5538.197266
	Iteration 30Q: 3 clusters Score -7161716 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -7161840.000000 Penalty: 5538.197266
	Iteration 31Q: 3 clusters Score -7161840 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -7161938.500000 Penalty: 5538.197266
	Iteration 32Q: 3 clusters Score -7161938 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -7161993.000000 Penalty: 5538.197266
	Iteration 33Q: 3 clusters Score -7161993 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -7162056.000000 Penalty: 5538.197266
	Iteration 34Q: 3 clusters Score -7162056 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -7162148.500000 Penalty: 5538.197266
	Iteration 35Q: 3 clusters Score -7162148 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -7162246.000000 Penalty: 5538.197266
	Iteration 36Q: 3 clusters Score -7162246 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -7162334.000000 Penalty: 5538.197266
	Iteration 37Q: 3 clusters Score -7162334 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -7162423.500000 Penalty: 5538.197266
	Iteration 38Q: 3 clusters Score -7162424 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -7162537.000000 Penalty: 5538.197266
	Iteration 39Q: 3 clusters Score -7162537 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -7162606.000000 Penalty: 5538.197266
	Iteration 40F: 3 clusters Score -7162606 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -7162717.500000 Penalty: 5538.197266
	Iteration 41Q: 3 clusters Score -7162718 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -7162847.000000 Penalty: 5538.197266
	Iteration 42Q: 3 clusters Score -7162847 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -7162941.000000 Penalty: 5538.197266
	Iteration 43Q: 3 clusters Score -7162941 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -7163095.500000 Penalty: 5538.197266
	Iteration 44Q: 3 clusters Score -7163096 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -7163244.500000 Penalty: 5538.197266
	Iteration 45Q: 3 clusters Score -7163244 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -7163409.000000 Penalty: 5538.197266
	Iteration 46Q: 3 clusters Score -7163409 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -7163537.000000 Penalty: 5538.197266
	Iteration 47Q: 3 clusters Score -7163537 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -7163694.000000 Penalty: 5538.197266
	Iteration 48Q: 3 clusters Score -7163694 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -7163845.000000 Penalty: 5538.197266
	Iteration 49Q: 3 clusters Score -7163845 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -7164013.000000 Penalty: 5538.197266
	Iteration 50Q: 3 clusters Score -7164013 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -7164182.000000 Penalty: 5538.197266
	Iteration 51Q: 3 clusters Score -7164182 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -7164370.000000 Penalty: 5538.197266
	Iteration 52Q: 3 clusters Score -7164370 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -7164597.500000 Penalty: 5538.197266
	Iteration 53Q: 3 clusters Score -7164598 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -7164810.000000 Penalty: 5538.197266
	Iteration 54Q: 3 clusters Score -7164810 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -7165116.000000 Penalty: 5538.197266
	Iteration 55Q: 3 clusters Score -7165116 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -7165489.500000 Penalty: 5538.197266
	Iteration 56Q: 3 clusters Score -7165490 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -7165862.500000 Penalty: 5538.197266
	Iteration 57Q: 3 clusters Score -7165862 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -7166274.000000 Penalty: 5538.197266
	Iteration 58Q: 3 clusters Score -7166274 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -7166714.000000 Penalty: 5538.197266
	Iteration 59Q: 3 clusters Score -7166714 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -7167195.000000 Penalty: 5538.197266
	Iteration 60F: 3 clusters Score -7167195 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -7167683.500000 Penalty: 5538.197266
	Iteration 61Q: 3 clusters Score -7167684 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -7168104.500000 Penalty: 5538.197266
	Iteration 62Q: 3 clusters Score -7168104 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -7168445.500000 Penalty: 5538.197266
	Iteration 63Q: 3 clusters Score -7168446 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 66174 members 
Entering Unmasked Estep 
Score: -7168765.500000 Penalty: 5538.197266
	Iteration 64Q: 3 clusters Score -7168766 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -7168992.000000 Penalty: 5538.197266
	Iteration 65Q: 3 clusters Score -7168992 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -7169219.500000 Penalty: 5538.197266
	Iteration 66Q: 3 clusters Score -7169220 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -7169431.500000 Penalty: 5538.197266
	Iteration 67Q: 3 clusters Score -7169432 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -7169590.000000 Penalty: 5538.197266
	Iteration 68Q: 3 clusters Score -7169590 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -7169695.500000 Penalty: 5538.197266
	Iteration 69Q: 3 clusters Score -7169696 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -7169780.000000 Penalty: 5538.197266
	Iteration 70Q: 3 clusters Score -7169780 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -7169814.500000 Penalty: 5538.197266
	Iteration 71Q: 3 clusters Score -7169814 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -7169882.000000 Penalty: 5538.197266
	Iteration 72Q: 3 clusters Score -7169882 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
Score: -7169927.000000 Penalty: 5538.197266
	Iteration 73Q: 3 clusters Score -7169927 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -7169954.500000 Penalty: 5538.197266
	Iteration 74Q: 3 clusters Score -7169954 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -7170012.000000 Penalty: 5538.197266
	Iteration 75Q: 3 clusters Score -7170012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -7170040.500000 Penalty: 5538.197266
	Iteration 76Q: 3 clusters Score -7170040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -7170053.000000 Penalty: 5538.197266
	Iteration 77Q: 3 clusters Score -7170053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -7170081.500000 Penalty: 5538.197266
	Iteration 78Q: 3 clusters Score -7170082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -7170082.000000 Penalty: 5538.197266
	Iteration 79Q: 3 clusters Score -7170082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -7170103.000000 Penalty: 5538.197266
	Iteration 80F: 3 clusters Score -7170103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -7170114.000000 Penalty: 5538.197266
	Iteration 81Q: 3 clusters Score -7170114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -7170128.500000 Penalty: 5538.197266
	Iteration 82Q: 3 clusters Score -7170128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -7170131.500000 Penalty: 5538.197266
	Iteration 83Q: 3 clusters Score -7170132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 69155 members 
Entering Unmasked Estep 
Score: -7170140.500000 Penalty: 5538.197266
	Iteration 84Q: 3 clusters Score -7170140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 69169 members 
Entering Unmasked Estep 
Score: -7170134.500000 Penalty: 5538.197266
	Iteration 85Q: 3 clusters Score -7170134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
Score: -7170141.000000 Penalty: 5538.197266
	Iteration 86Q: 3 clusters Score -7170141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -7170134.000000 Penalty: 5538.197266
	Iteration 87Q: 3 clusters Score -7170134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -7170130.500000 Penalty: 5538.197266
	Iteration 88Q: 3 clusters Score -7170130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -7170134.000000 Penalty: 5538.197266
	Iteration 89Q: 3 clusters Score -7170134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -7170135.000000 Penalty: 5538.197266
	Iteration 90Q: 3 clusters Score -7170135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -7170128.500000 Penalty: 5538.197266
	Iteration 91Q: 3 clusters Score -7170128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 69194 members 
Entering Unmasked Estep 
Score: -7170130.500000 Penalty: 5538.197266
	Iteration 92Q: 3 clusters Score -7170130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -7170133.500000 Penalty: 5538.197266
	Iteration 93Q: 3 clusters Score -7170134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -7170134.000000 Penalty: 5538.197266
	Iteration 94Q: 3 clusters Score -7170134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 69199 members 
Entering Unmasked Estep 
Score: -7170139.000000 Penalty: 5538.197266
	Iteration 95Q: 3 clusters Score -7170139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 69199 members 
Entering Unmasked Estep 
Score: -7170142.500000 Penalty: 5538.197266
	Iteration 96Q: 3 clusters Score -7170142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -7170139.000000 Penalty: 5538.197266
	Iteration 97Q: 3 clusters Score -7170139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -7170136.000000 Penalty: 5538.197266
	Iteration 98Q: 3 clusters Score -7170136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -7170136.000000 Penalty: 5538.197266
	Iteration 99F: 3 clusters Score -7170136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -187824.656250 Penalty: 1883.406616
	Iteration 0F: 2 clusters Score -187824.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -185191.156250 Penalty: 3766.813232
	Iteration 0F: 3 clusters Score -185191.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -185683.296875 Penalty: 3766.813232
	Iteration 1F: 3 clusters Score -185683.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -185890.171875 Penalty: 3766.813232
	Iteration 2F: 3 clusters Score -185890.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -186058.156250 Penalty: 3766.813232
	Iteration 3F: 3 clusters Score -186058.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -186180.093750 Penalty: 3766.813232
	Iteration 4F: 3 clusters Score -186180.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -186262.296875 Penalty: 3766.813232
	Iteration 5Q: 3 clusters Score -186262.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -186342.562500 Penalty: 3766.813232
	Iteration 6Q: 3 clusters Score -186342.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -186383.765625 Penalty: 3766.813232
	Iteration 7Q: 3 clusters Score -186383.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -186430.765625 Penalty: 3766.813232
	Iteration 8Q: 3 clusters Score -186430.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -186467.921875 Penalty: 3766.813232
	Iteration 9Q: 3 clusters Score -186467.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -186517.312500 Penalty: 3766.813232
	Iteration 10Q: 3 clusters Score -186517.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -186555.218750 Penalty: 3766.813232
	Iteration 11Q: 3 clusters Score -186555.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -186585.937500 Penalty: 3766.813232
	Iteration 12Q: 3 clusters Score -186585.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -186595.281250 Penalty: 3766.813232
	Iteration 13Q: 3 clusters Score -186595.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -186605.250000 Penalty: 3766.813232
	Iteration 14Q: 3 clusters Score -186605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -186611.500000 Penalty: 3766.813232
	Iteration 15Q: 3 clusters Score -186611.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -186616.921875 Penalty: 3766.813232
	Iteration 16Q: 3 clusters Score -186616.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -186629.171875 Penalty: 3766.813232
	Iteration 17Q: 3 clusters Score -186629.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -186639.156250 Penalty: 3766.813232
	Iteration 18Q: 3 clusters Score -186639.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -186646.531250 Penalty: 3766.813232
	Iteration 19Q: 3 clusters Score -186646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -186647.140625 Penalty: 3766.813232
	Iteration 20F: 3 clusters Score -186647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -186648.093750 Penalty: 3766.813232
	Iteration 21Q: 3 clusters Score -186648.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -186649.671875 Penalty: 3766.813232
	Iteration 22Q: 3 clusters Score -186649.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -186653.656250 Penalty: 3766.813232
	Iteration 23Q: 3 clusters Score -186653.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -186656.953125 Penalty: 3766.813232
	Iteration 24Q: 3 clusters Score -186657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -186660.000000 Penalty: 3766.813232
	Iteration 25Q: 3 clusters Score -186660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -186664.843750 Penalty: 3766.813232
	Iteration 26Q: 3 clusters Score -186664.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -186667.656250 Penalty: 3766.813232
	Iteration 27Q: 3 clusters Score -186667.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -186671.515625 Penalty: 3766.813232
	Iteration 28Q: 3 clusters Score -186671.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -186673.156250 Penalty: 3766.813232
	Iteration 29Q: 3 clusters Score -186673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -186674.937500 Penalty: 3766.813232
	Iteration 30Q: 3 clusters Score -186674.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -186675.109375 Penalty: 3766.813232
	Iteration 31Q: 3 clusters Score -186675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -186675.109375 Penalty: 3766.813232
	Iteration 32F: 3 clusters Score -186675.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -439729.218750 Penalty: 2085.748291
	Iteration 0F: 2 clusters Score -439729.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -435547.312500 Penalty: 4171.496582
	Iteration 0F: 3 clusters Score -435547.3 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -436496.781250 Penalty: 4171.496582
	Iteration 1F: 3 clusters Score -436496.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -436699.656250 Penalty: 4171.496582
	Iteration 2F: 3 clusters Score -436699.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -436859.843750 Penalty: 4171.496582
	Iteration 3F: 3 clusters Score -436859.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -436985.812500 Penalty: 4171.496582
	Iteration 4Q: 3 clusters Score -436985.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -437115.343750 Penalty: 4171.496582
	Iteration 5Q: 3 clusters Score -437115.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -437273.000000 Penalty: 4171.496582
	Iteration 6Q: 3 clusters Score -437273 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -437476.468750 Penalty: 4171.496582
	Iteration 7Q: 3 clusters Score -437476.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -437676.687500 Penalty: 4171.496582
	Iteration 8Q: 3 clusters Score -437676.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -437867.843750 Penalty: 4171.496582
	Iteration 9Q: 3 clusters Score -437867.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -438052.468750 Penalty: 4171.496582
	Iteration 10Q: 3 clusters Score -438052.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -438178.875000 Penalty: 4171.496582
	Iteration 11Q: 3 clusters Score -438178.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -438273.656250 Penalty: 4171.496582
	Iteration 12Q: 3 clusters Score -438273.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -438346.937500 Penalty: 4171.496582
	Iteration 13Q: 3 clusters Score -438346.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -438404.312500 Penalty: 4171.496582
	Iteration 14Q: 3 clusters Score -438404.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -438441.218750 Penalty: 4171.496582
	Iteration 15Q: 3 clusters Score -438441.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -438465.000000 Penalty: 4171.496582
	Iteration 16Q: 3 clusters Score -438465 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -438481.468750 Penalty: 4171.496582
	Iteration 17Q: 3 clusters Score -438481.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -438494.656250 Penalty: 4171.496582
	Iteration 18Q: 3 clusters Score -438494.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -438504.687500 Penalty: 4171.496582
	Iteration 19Q: 3 clusters Score -438504.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -438512.687500 Penalty: 4171.496582
	Iteration 20F: 3 clusters Score -438512.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -438519.031250 Penalty: 4171.496582
	Iteration 21Q: 3 clusters Score -438519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -438519.843750 Penalty: 4171.496582
	Iteration 22Q: 3 clusters Score -438519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -438521.125000 Penalty: 4171.496582
	Iteration 23Q: 3 clusters Score -438521.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -438522.250000 Penalty: 4171.496582
	Iteration 24Q: 3 clusters Score -438522.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -438523.718750 Penalty: 4171.496582
	Iteration 25Q: 3 clusters Score -438523.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -438525.281250 Penalty: 4171.496582
	Iteration 26Q: 3 clusters Score -438525.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -438526.437500 Penalty: 4171.496582
	Iteration 27Q: 3 clusters Score -438526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -438527.156250 Penalty: 4171.496582
	Iteration 28Q: 3 clusters Score -438527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -438527.156250 Penalty: 4171.496582
	Iteration 29F: 3 clusters Score -438527.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Entering Unmasked Estep 
Score: -647441.937500 Penalty: 2220.342285
	Iteration 0F: 2 clusters Score -647441.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -641202.812500 Penalty: 4440.684570
	Iteration 0F: 3 clusters Score -641202.8 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -643199.250000 Penalty: 4440.684570
	Iteration 1F: 3 clusters Score -643199.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -643807.187500 Penalty: 4440.684570
	Iteration 2F: 3 clusters Score -643807.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -644415.375000 Penalty: 4440.684570
	Iteration 3F: 3 clusters Score -644415.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -644929.500000 Penalty: 4440.684570
	Iteration 4F: 3 clusters Score -644929.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -645272.750000 Penalty: 4440.684570
	Iteration 5F: 3 clusters Score -645272.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -645533.062500 Penalty: 4440.684570
	Iteration 6Q: 3 clusters Score -645533.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -645740.375000 Penalty: 4440.684570
	Iteration 7Q: 3 clusters Score -645740.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -645933.125000 Penalty: 4440.684570
	Iteration 8Q: 3 clusters Score -645933.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -646072.500000 Penalty: 4440.684570
	Iteration 9Q: 3 clusters Score -646072.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -646185.375000 Penalty: 4440.684570
	Iteration 10Q: 3 clusters Score -646185.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -646272.875000 Penalty: 4440.684570
	Iteration 11Q: 3 clusters Score -646272.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -646343.125000 Penalty: 4440.684570
	Iteration 12Q: 3 clusters Score -646343.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -646395.187500 Penalty: 4440.684570
	Iteration 13Q: 3 clusters Score -646395.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -646433.125000 Penalty: 4440.684570
	Iteration 14Q: 3 clusters Score -646433.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -646473.375000 Penalty: 4440.684570
	Iteration 15Q: 3 clusters Score -646473.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -646514.625000 Penalty: 4440.684570
	Iteration 16Q: 3 clusters Score -646514.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -646538.750000 Penalty: 4440.684570
	Iteration 17Q: 3 clusters Score -646538.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -646557.375000 Penalty: 4440.684570
	Iteration 18Q: 3 clusters Score -646557.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -646577.062500 Penalty: 4440.684570
	Iteration 19Q: 3 clusters Score -646577.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -646597.750000 Penalty: 4440.684570
	Iteration 20F: 3 clusters Score -646597.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -646616.562500 Penalty: 4440.684570
	Iteration 21Q: 3 clusters Score -646616.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -646633.750000 Penalty: 4440.684570
	Iteration 22Q: 3 clusters Score -646633.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -646650.687500 Penalty: 4440.684570
	Iteration 23Q: 3 clusters Score -646650.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -646670.500000 Penalty: 4440.684570
	Iteration 24Q: 3 clusters Score -646670.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -646689.812500 Penalty: 4440.684570
	Iteration 25Q: 3 clusters Score -646689.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -646699.375000 Penalty: 4440.684570
	Iteration 26Q: 3 clusters Score -646699.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -646706.875000 Penalty: 4440.684570
	Iteration 27Q: 3 clusters Score -646706.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -646715.187500 Penalty: 4440.684570
	Iteration 28Q: 3 clusters Score -646715.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -646721.937500 Penalty: 4440.684570
	Iteration 29Q: 3 clusters Score -646721.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -646722.375000 Penalty: 4440.684570
	Iteration 30Q: 3 clusters Score -646722.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -646726.187500 Penalty: 4440.684570
	Iteration 31Q: 3 clusters Score -646726.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -646726.062500 Penalty: 4440.684570
	Iteration 32Q: 3 clusters Score -646726.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -646727.437500 Penalty: 4440.684570
	Iteration 33Q: 3 clusters Score -646727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -646729.812500 Penalty: 4440.684570
	Iteration 34Q: 3 clusters Score -646729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -646730.250000 Penalty: 4440.684570
	Iteration 35Q: 3 clusters Score -646730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -646733.812500 Penalty: 4440.684570
	Iteration 36Q: 3 clusters Score -646733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -646734.187500 Penalty: 4440.684570
	Iteration 37Q: 3 clusters Score -646734.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -646735.312500 Penalty: 4440.684570
	Iteration 38Q: 3 clusters Score -646735.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -646736.687500 Penalty: 4440.684570
	Iteration 39Q: 3 clusters Score -646736.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -646737.375000 Penalty: 4440.684570
	Iteration 40F: 3 clusters Score -646737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -646736.562500 Penalty: 4440.684570
	Iteration 41Q: 3 clusters Score -646736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -646737.187500 Penalty: 4440.684570
	Iteration 42Q: 3 clusters Score -646737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -646738.000000 Penalty: 4440.684570
	Iteration 43Q: 3 clusters Score -646738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -646738.375000 Penalty: 4440.684570
	Iteration 44Q: 3 clusters Score -646738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -646738.937500 Penalty: 4440.684570
	Iteration 45Q: 3 clusters Score -646738.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -646738.937500 Penalty: 4440.684570
	Iteration 46F: 3 clusters Score -646738.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Entering Unmasked Estep 
Score: -1260272.375000 Penalty: 2343.713867
	Iteration 0F: 2 clusters Score -1260272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1250804.125000 Penalty: 4687.427734
	Iteration 0F: 3 clusters Score -1250804 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1253639.875000 Penalty: 4687.427734
	Iteration 1F: 3 clusters Score -1253640 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1253948.250000 Penalty: 4687.427734
	Iteration 2F: 3 clusters Score -1253948 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1254203.125000 Penalty: 4687.427734
	Iteration 3Q: 3 clusters Score -1254203 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1254447.750000 Penalty: 4687.427734
	Iteration 4Q: 3 clusters Score -1254448 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1254695.500000 Penalty: 4687.427734
	Iteration 5Q: 3 clusters Score -1254696 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1254939.250000 Penalty: 4687.427734
	Iteration 6Q: 3 clusters Score -1254939 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1255217.500000 Penalty: 4687.427734
	Iteration 7Q: 3 clusters Score -1255218 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1255523.500000 Penalty: 4687.427734
	Iteration 8Q: 3 clusters Score -1255524 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1255807.750000 Penalty: 4687.427734
	Iteration 9Q: 3 clusters Score -1255808 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1256104.250000 Penalty: 4687.427734
	Iteration 10Q: 3 clusters Score -1256104 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1256326.000000 Penalty: 4687.427734
	Iteration 11Q: 3 clusters Score -1256326 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1256538.875000 Penalty: 4687.427734
	Iteration 12Q: 3 clusters Score -1256539 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1256739.625000 Penalty: 4687.427734
	Iteration 13Q: 3 clusters Score -1256740 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1256914.250000 Penalty: 4687.427734
	Iteration 14Q: 3 clusters Score -1256914 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1257054.250000 Penalty: 4687.427734
	Iteration 15Q: 3 clusters Score -1257054 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1257176.500000 Penalty: 4687.427734
	Iteration 16Q: 3 clusters Score -1257176 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1257302.125000 Penalty: 4687.427734
	Iteration 17Q: 3 clusters Score -1257302 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1257411.250000 Penalty: 4687.427734
	Iteration 18Q: 3 clusters Score -1257411 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1257503.625000 Penalty: 4687.427734
	Iteration 19Q: 3 clusters Score -1257504 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1257562.125000 Penalty: 4687.427734
	Iteration 20F: 3 clusters Score -1257562 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1257602.750000 Penalty: 4687.427734
	Iteration 21Q: 3 clusters Score -1257603 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1257643.750000 Penalty: 4687.427734
	Iteration 22Q: 3 clusters Score -1257644 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1257671.625000 Penalty: 4687.427734
	Iteration 23Q: 3 clusters Score -1257672 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1257698.875000 Penalty: 4687.427734
	Iteration 24Q: 3 clusters Score -1257699 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1257713.500000 Penalty: 4687.427734
	Iteration 25Q: 3 clusters Score -1257714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1257735.000000 Penalty: 4687.427734
	Iteration 26Q: 3 clusters Score -1257735 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1257750.250000 Penalty: 4687.427734
	Iteration 27Q: 3 clusters Score -1257750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1257771.500000 Penalty: 4687.427734
	Iteration 28Q: 3 clusters Score -1257772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1257796.500000 Penalty: 4687.427734
	Iteration 29Q: 3 clusters Score -1257796 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1257816.375000 Penalty: 4687.427734
	Iteration 30Q: 3 clusters Score -1257816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1257834.125000 Penalty: 4687.427734
	Iteration 31Q: 3 clusters Score -1257834 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1257856.625000 Penalty: 4687.427734
	Iteration 32Q: 3 clusters Score -1257857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1257870.750000 Penalty: 4687.427734
	Iteration 33Q: 3 clusters Score -1257871 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1257883.375000 Penalty: 4687.427734
	Iteration 34Q: 3 clusters Score -1257883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1257896.250000 Penalty: 4687.427734
	Iteration 35Q: 3 clusters Score -1257896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1257910.750000 Penalty: 4687.427734
	Iteration 36Q: 3 clusters Score -1257911 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1257925.750000 Penalty: 4687.427734
	Iteration 37Q: 3 clusters Score -1257926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1257943.125000 Penalty: 4687.427734
	Iteration 38Q: 3 clusters Score -1257943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1257961.375000 Penalty: 4687.427734
	Iteration 39Q: 3 clusters Score -1257961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1257980.625000 Penalty: 4687.427734
	Iteration 40F: 3 clusters Score -1257981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1257997.125000 Penalty: 4687.427734
	Iteration 41Q: 3 clusters Score -1257997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1258011.750000 Penalty: 4687.427734
	Iteration 42Q: 3 clusters Score -1258012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1258027.125000 Penalty: 4687.427734
	Iteration 43Q: 3 clusters Score -1258027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1258037.625000 Penalty: 4687.427734
	Iteration 44Q: 3 clusters Score -1258038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1258054.500000 Penalty: 4687.427734
	Iteration 45Q: 3 clusters Score -1258054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1258069.500000 Penalty: 4687.427734
	Iteration 46Q: 3 clusters Score -1258070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1258082.250000 Penalty: 4687.427734
	Iteration 47Q: 3 clusters Score -1258082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1258095.125000 Penalty: 4687.427734
	Iteration 48Q: 3 clusters Score -1258095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1258102.125000 Penalty: 4687.427734
	Iteration 49Q: 3 clusters Score -1258102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1258109.375000 Penalty: 4687.427734
	Iteration 50Q: 3 clusters Score -1258109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1258116.500000 Penalty: 4687.427734
	Iteration 51Q: 3 clusters Score -1258116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1258117.875000 Penalty: 4687.427734
	Iteration 52Q: 3 clusters Score -1258118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1258122.250000 Penalty: 4687.427734
	Iteration 53Q: 3 clusters Score -1258122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1258127.500000 Penalty: 4687.427734
	Iteration 54Q: 3 clusters Score -1258128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1258128.500000 Penalty: 4687.427734
	Iteration 55Q: 3 clusters Score -1258128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1258132.625000 Penalty: 4687.427734
	Iteration 56Q: 3 clusters Score -1258133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1258133.125000 Penalty: 4687.427734
	Iteration 57Q: 3 clusters Score -1258133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1258138.000000 Penalty: 4687.427734
	Iteration 58Q: 3 clusters Score -1258138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1258148.000000 Penalty: 4687.427734
	Iteration 59Q: 3 clusters Score -1258148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1258154.875000 Penalty: 4687.427734
	Iteration 60F: 3 clusters Score -1258155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1258158.500000 Penalty: 4687.427734
	Iteration 61Q: 3 clusters Score -1258158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1258162.125000 Penalty: 4687.427734
	Iteration 62Q: 3 clusters Score -1258162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1258167.875000 Penalty: 4687.427734
	Iteration 63Q: 3 clusters Score -1258168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1258170.000000 Penalty: 4687.427734
	Iteration 64Q: 3 clusters Score -1258170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1258175.000000 Penalty: 4687.427734
	Iteration 65Q: 3 clusters Score -1258175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1258183.750000 Penalty: 4687.427734
	Iteration 66Q: 3 clusters Score -1258184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1258195.625000 Penalty: 4687.427734
	Iteration 67Q: 3 clusters Score -1258196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1258205.000000 Penalty: 4687.427734
	Iteration 68Q: 3 clusters Score -1258205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1258211.750000 Penalty: 4687.427734
	Iteration 69Q: 3 clusters Score -1258212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1258222.000000 Penalty: 4687.427734
	Iteration 70Q: 3 clusters Score -1258222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1258227.625000 Penalty: 4687.427734
	Iteration 71Q: 3 clusters Score -1258228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1258234.750000 Penalty: 4687.427734
	Iteration 72Q: 3 clusters Score -1258235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1258245.125000 Penalty: 4687.427734
	Iteration 73Q: 3 clusters Score -1258245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1258254.500000 Penalty: 4687.427734
	Iteration 74Q: 3 clusters Score -1258254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1258263.000000 Penalty: 4687.427734
	Iteration 75Q: 3 clusters Score -1258263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1258264.625000 Penalty: 4687.427734
	Iteration 76Q: 3 clusters Score -1258265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1258268.250000 Penalty: 4687.427734
	Iteration 77Q: 3 clusters Score -1258268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1258272.250000 Penalty: 4687.427734
	Iteration 78Q: 3 clusters Score -1258272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1258276.750000 Penalty: 4687.427734
	Iteration 79Q: 3 clusters Score -1258277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1258279.875000 Penalty: 4687.427734
	Iteration 80F: 3 clusters Score -1258280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1258283.500000 Penalty: 4687.427734
	Iteration 81Q: 3 clusters Score -1258284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1258290.750000 Penalty: 4687.427734
	Iteration 82Q: 3 clusters Score -1258291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1258297.250000 Penalty: 4687.427734
	Iteration 83Q: 3 clusters Score -1258297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1258301.000000 Penalty: 4687.427734
	Iteration 84Q: 3 clusters Score -1258301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1258303.625000 Penalty: 4687.427734
	Iteration 85Q: 3 clusters Score -1258304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1258308.125000 Penalty: 4687.427734
	Iteration 86Q: 3 clusters Score -1258308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1258317.375000 Penalty: 4687.427734
	Iteration 87Q: 3 clusters Score -1258317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1258319.000000 Penalty: 4687.427734
	Iteration 88Q: 3 clusters Score -1258319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1258325.000000 Penalty: 4687.427734
	Iteration 89Q: 3 clusters Score -1258325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1258328.750000 Penalty: 4687.427734
	Iteration 90Q: 3 clusters Score -1258329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1258337.250000 Penalty: 4687.427734
	Iteration 91Q: 3 clusters Score -1258337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1258340.625000 Penalty: 4687.427734
	Iteration 92Q: 3 clusters Score -1258341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1258343.875000 Penalty: 4687.427734
	Iteration 93Q: 3 clusters Score -1258344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1258347.000000 Penalty: 4687.427734
	Iteration 94Q: 3 clusters Score -1258347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1258349.250000 Penalty: 4687.427734
	Iteration 95Q: 3 clusters Score -1258349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1258348.625000 Penalty: 4687.427734
	Iteration 96Q: 3 clusters Score -1258349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1258347.375000 Penalty: 4687.427734
	Iteration 97Q: 3 clusters Score -1258347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1258347.000000 Penalty: 4687.427734
	Iteration 98Q: 3 clusters Score -1258347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1258347.000000 Penalty: 4687.427734
	Iteration 99F: 3 clusters Score -1258347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (42928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Entering Unmasked Estep 
Score: -4353291.000000 Penalty: 2645.485352
	Iteration 0F: 2 clusters Score -4353291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -4324327.000000 Penalty: 5290.970703
	Iteration 0F: 3 clusters Score -4324327 nChanged 19753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -4335142.000000 Penalty: 5290.970703
	Iteration 1F: 3 clusters Score -4335142 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -4335715.500000 Penalty: 5290.970703
	Iteration 2Q: 3 clusters Score -4335716 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -4336217.000000 Penalty: 5290.970703
	Iteration 3Q: 3 clusters Score -4336217 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -4336753.000000 Penalty: 5290.970703
	Iteration 4Q: 3 clusters Score -4336753 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -4337343.500000 Penalty: 5290.970703
	Iteration 5Q: 3 clusters Score -4337344 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -4338174.000000 Penalty: 5290.970703
	Iteration 6Q: 3 clusters Score -4338174 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -4339325.500000 Penalty: 5290.970703
	Iteration 7Q: 3 clusters Score -4339326 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -4340767.000000 Penalty: 5290.970703
	Iteration 8Q: 3 clusters Score -4340767 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -4342426.500000 Penalty: 5290.970703
	Iteration 9F: 3 clusters Score -4342426 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4344095.500000 Penalty: 5290.970703
	Iteration 10F: 3 clusters Score -4344096 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4345613.000000 Penalty: 5290.970703
	Iteration 11Q: 3 clusters Score -4345613 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -4346748.500000 Penalty: 5290.970703
	Iteration 12Q: 3 clusters Score -4346748 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -4347585.000000 Penalty: 5290.970703
	Iteration 13Q: 3 clusters Score -4347585 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -4348190.000000 Penalty: 5290.970703
	Iteration 14Q: 3 clusters Score -4348190 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -4348665.000000 Penalty: 5290.970703
	Iteration 15Q: 3 clusters Score -4348665 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -4349040.000000 Penalty: 5290.970703
	Iteration 16Q: 3 clusters Score -4349040 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -4349394.500000 Penalty: 5290.970703
	Iteration 17Q: 3 clusters Score -4349394 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -4349692.000000 Penalty: 5290.970703
	Iteration 18Q: 3 clusters Score -4349692 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -4349954.000000 Penalty: 5290.970703
	Iteration 19Q: 3 clusters Score -4349954 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -4350163.500000 Penalty: 5290.970703
	Iteration 20F: 3 clusters Score -4350164 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -4350290.500000 Penalty: 5290.970703
	Iteration 21Q: 3 clusters Score -4350290 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -4350430.500000 Penalty: 5290.970703
	Iteration 22Q: 3 clusters Score -4350430 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -4350531.000000 Penalty: 5290.970703
	Iteration 23Q: 3 clusters Score -4350531 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -4350612.000000 Penalty: 5290.970703
	Iteration 24Q: 3 clusters Score -4350612 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -4350683.500000 Penalty: 5290.970703
	Iteration 25Q: 3 clusters Score -4350684 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -4350750.500000 Penalty: 5290.970703
	Iteration 26Q: 3 clusters Score -4350750 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -4350792.500000 Penalty: 5290.970703
	Iteration 27Q: 3 clusters Score -4350792 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -4350836.000000 Penalty: 5290.970703
	Iteration 28Q: 3 clusters Score -4350836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -4350877.000000 Penalty: 5290.970703
	Iteration 29Q: 3 clusters Score -4350877 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -4350924.000000 Penalty: 5290.970703
	Iteration 30Q: 3 clusters Score -4350924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -4350948.500000 Penalty: 5290.970703
	Iteration 31Q: 3 clusters Score -4350948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -4350983.000000 Penalty: 5290.970703
	Iteration 32Q: 3 clusters Score -4350983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -4351003.500000 Penalty: 5290.970703
	Iteration 33Q: 3 clusters Score -4351004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -4351010.500000 Penalty: 5290.970703
	Iteration 34Q: 3 clusters Score -4351010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -4351013.500000 Penalty: 5290.970703
	Iteration 35Q: 3 clusters Score -4351014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -4351027.000000 Penalty: 5290.970703
	Iteration 36Q: 3 clusters Score -4351027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -4351030.000000 Penalty: 5290.970703
	Iteration 37Q: 3 clusters Score -4351030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -4351030.000000 Penalty: 5290.970703
	Iteration 38Q: 3 clusters Score -4351030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -4351035.500000 Penalty: 5290.970703
	Iteration 39Q: 3 clusters Score -4351036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -4351033.000000 Penalty: 5290.970703
	Iteration 40F: 3 clusters Score -4351033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -4351031.500000 Penalty: 5290.970703
	Iteration 41Q: 3 clusters Score -4351032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -4351034.500000 Penalty: 5290.970703
	Iteration 42Q: 3 clusters Score -4351034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -4351040.500000 Penalty: 5290.970703
	Iteration 43Q: 3 clusters Score -4351040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -4351048.000000 Penalty: 5290.970703
	Iteration 44Q: 3 clusters Score -4351048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -4351047.500000 Penalty: 5290.970703
	Iteration 45Q: 3 clusters Score -4351048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -4351052.000000 Penalty: 5290.970703
	Iteration 46Q: 3 clusters Score -4351052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -4351046.500000 Penalty: 5290.970703
	Iteration 47Q: 3 clusters Score -4351046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -4351051.000000 Penalty: 5290.970703
	Iteration 48Q: 3 clusters Score -4351051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -4351055.000000 Penalty: 5290.970703
	Iteration 49Q: 3 clusters Score -4351055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -4351060.000000 Penalty: 5290.970703
	Iteration 50Q: 3 clusters Score -4351060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -4351060.500000 Penalty: 5290.970703
	Iteration 51Q: 3 clusters Score -4351060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -4351064.500000 Penalty: 5290.970703
	Iteration 52Q: 3 clusters Score -4351064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -4351061.000000 Penalty: 5290.970703
	Iteration 53Q: 3 clusters Score -4351061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -4351060.500000 Penalty: 5290.970703
	Iteration 54Q: 3 clusters Score -4351060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -4351060.500000 Penalty: 5290.970703
	Iteration 55F: 3 clusters Score -4351060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201925 members 
Mstep: Class 2 contains 213916 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21089 members 
Mstep: Class 6 contains 64317 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 41312 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24619 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9850 members 
Mstep: Class 14 contains 161928 members 
Mstep: Class 15 contains 48353 members 
Mstep: Class 16 contains 235776 members 
Mstep: Class 17 contains 15151 members 
Mstep: Class 18 contains 24261 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24458 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232487 members 
Mstep: Class 25 contains 9786 members 
Mstep: Class 26 contains 7471 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70666 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7731 members 
Mstep: Class 33 contains 12714 members 
Mstep: Class 34 contains 42928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153712.000000 Penalty: 120551.992188
Iteration 199Q: 35 clusters Score -1.571537e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201920 members 
Mstep: Class 2 contains 213919 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21089 members 
Mstep: Class 6 contains 64317 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 41312 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24622 members 
Mstep: Class 12 contains 23945 members 
Mstep: Class 13 contains 9846 members 
Mstep: Class 14 contains 161927 members 
Mstep: Class 15 contains 48351 members 
Mstep: Class 16 contains 235782 members 
Mstep: Class 17 contains 15150 members 
Mstep: Class 18 contains 24261 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24458 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232487 members 
Mstep: Class 25 contains 9787 members 
Mstep: Class 26 contains 7472 members 
Mstep: Class 27 contains 14925 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70665 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7731 members 
Mstep: Class 33 contains 12718 members 
Mstep: Class 34 contains 42926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153712.000000 Penalty: 120551.992188
Iteration 200F: 35 clusters Score -1.571537e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201917 members 
Mstep: Class 2 contains 213915 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21089 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 41312 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 23945 members 
Mstep: Class 13 contains 9846 members 
Mstep: Class 14 contains 161929 members 
Mstep: Class 15 contains 48352 members 
Mstep: Class 16 contains 235785 members 
Mstep: Class 17 contains 15149 members 
Mstep: Class 18 contains 24260 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24458 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232487 members 
Mstep: Class 25 contains 9788 members 
Mstep: Class 26 contains 7474 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70662 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7732 members 
Mstep: Class 33 contains 12718 members 
Mstep: Class 34 contains 42926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153680.000000 Penalty: 120551.992188
Iteration 201Q: 35 clusters Score -1.571537e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201913 members 
Mstep: Class 2 contains 213914 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21088 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 41312 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24623 members 
Mstep: Class 12 contains 23945 members 
Mstep: Class 13 contains 9846 members 
Mstep: Class 14 contains 161931 members 
Mstep: Class 15 contains 48354 members 
Mstep: Class 16 contains 235786 members 
Mstep: Class 17 contains 15149 members 
Mstep: Class 18 contains 24260 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24458 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232484 members 
Mstep: Class 25 contains 9788 members 
Mstep: Class 26 contains 7474 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70661 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7734 members 
Mstep: Class 33 contains 12720 members 
Mstep: Class 34 contains 42928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153696.000000 Penalty: 120551.992188
Iteration 202Q: 35 clusters Score -1.571537e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201909 members 
Mstep: Class 2 contains 213912 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21088 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 41312 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24625 members 
Mstep: Class 12 contains 23945 members 
Mstep: Class 13 contains 9847 members 
Mstep: Class 14 contains 161931 members 
Mstep: Class 15 contains 48355 members 
Mstep: Class 16 contains 235785 members 
Mstep: Class 17 contains 15148 members 
Mstep: Class 18 contains 24260 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24458 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232482 members 
Mstep: Class 25 contains 9788 members 
Mstep: Class 26 contains 7473 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70660 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12722 members 
Mstep: Class 34 contains 42933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153616.000000 Penalty: 120551.992188
Iteration 203Q: 35 clusters Score -1.571536e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201905 members 
Mstep: Class 2 contains 213910 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21088 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 41313 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24628 members 
Mstep: Class 12 contains 23945 members 
Mstep: Class 13 contains 9846 members 
Mstep: Class 14 contains 161931 members 
Mstep: Class 15 contains 48354 members 
Mstep: Class 16 contains 235784 members 
Mstep: Class 17 contains 15148 members 
Mstep: Class 18 contains 24260 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24458 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232481 members 
Mstep: Class 25 contains 9788 members 
Mstep: Class 26 contains 7473 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70661 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12723 members 
Mstep: Class 34 contains 42937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153648.000000 Penalty: 120551.992188
Iteration 204Q: 35 clusters Score -1.571536e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201898 members 
Mstep: Class 2 contains 213910 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21088 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 41313 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24627 members 
Mstep: Class 12 contains 23945 members 
Mstep: Class 13 contains 9843 members 
Mstep: Class 14 contains 161932 members 
Mstep: Class 15 contains 48355 members 
Mstep: Class 16 contains 235786 members 
Mstep: Class 17 contains 15147 members 
Mstep: Class 18 contains 24260 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24458 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232480 members 
Mstep: Class 25 contains 9788 members 
Mstep: Class 26 contains 7474 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70659 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7736 members 
Mstep: Class 33 contains 12726 members 
Mstep: Class 34 contains 42942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153648.000000 Penalty: 120551.992188
Iteration 205Q: 35 clusters Score -1.571536e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201889 members 
Mstep: Class 2 contains 213912 members 
Mstep: Class 3 contains 16591 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21088 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24632 members 
Mstep: Class 12 contains 23945 members 
Mstep: Class 13 contains 9841 members 
Mstep: Class 14 contains 161934 members 
Mstep: Class 15 contains 48355 members 
Mstep: Class 16 contains 235788 members 
Mstep: Class 17 contains 15143 members 
Mstep: Class 18 contains 24260 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24458 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232476 members 
Mstep: Class 25 contains 9788 members 
Mstep: Class 26 contains 7477 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70656 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7736 members 
Mstep: Class 33 contains 12731 members 
Mstep: Class 34 contains 42944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153696.000000 Penalty: 120551.992188
Iteration 206Q: 35 clusters Score -1.571537e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201883 members 
Mstep: Class 2 contains 213915 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21084 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24635 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9840 members 
Mstep: Class 14 contains 161936 members 
Mstep: Class 15 contains 48356 members 
Mstep: Class 16 contains 235792 members 
Mstep: Class 17 contains 15137 members 
Mstep: Class 18 contains 24260 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24459 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232470 members 
Mstep: Class 25 contains 9788 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70654 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7736 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 42947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153616.000000 Penalty: 120551.992188
Iteration 207Q: 35 clusters Score -1.571536e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201881 members 
Mstep: Class 2 contains 213914 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21083 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17036 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24634 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9841 members 
Mstep: Class 14 contains 161937 members 
Mstep: Class 15 contains 48357 members 
Mstep: Class 16 contains 235791 members 
Mstep: Class 17 contains 15133 members 
Mstep: Class 18 contains 24260 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232466 members 
Mstep: Class 25 contains 9789 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70652 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7736 members 
Mstep: Class 33 contains 12737 members 
Mstep: Class 34 contains 42953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153600.000000 Penalty: 120551.992188
Iteration 208Q: 35 clusters Score -1.571536e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201880 members 
Mstep: Class 2 contains 213913 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21083 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17037 members 
Mstep: Class 9 contains 41313 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24634 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9840 members 
Mstep: Class 14 contains 161937 members 
Mstep: Class 15 contains 48358 members 
Mstep: Class 16 contains 235792 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 24260 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232466 members 
Mstep: Class 25 contains 9789 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70652 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7736 members 
Mstep: Class 33 contains 12743 members 
Mstep: Class 34 contains 42954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153680.000000 Penalty: 120551.992188
Iteration 209Q: 35 clusters Score -1.571537e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201876 members 
Mstep: Class 2 contains 213913 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21083 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17038 members 
Mstep: Class 9 contains 41312 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24635 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9840 members 
Mstep: Class 14 contains 161937 members 
Mstep: Class 15 contains 48358 members 
Mstep: Class 16 contains 235795 members 
Mstep: Class 17 contains 15125 members 
Mstep: Class 18 contains 24260 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232465 members 
Mstep: Class 25 contains 9789 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70652 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7736 members 
Mstep: Class 33 contains 12747 members 
Mstep: Class 34 contains 42953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153680.000000 Penalty: 120551.992188
Iteration 210Q: 35 clusters Score -1.571537e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201873 members 
Mstep: Class 2 contains 213913 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21083 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17039 members 
Mstep: Class 9 contains 41312 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24636 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9839 members 
Mstep: Class 14 contains 161937 members 
Mstep: Class 15 contains 48358 members 
Mstep: Class 16 contains 235796 members 
Mstep: Class 17 contains 15123 members 
Mstep: Class 18 contains 24260 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232462 members 
Mstep: Class 25 contains 9789 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70651 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7736 members 
Mstep: Class 33 contains 12750 members 
Mstep: Class 34 contains 42957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153664.000000 Penalty: 120551.992188
Iteration 211Q: 35 clusters Score -1.571537e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201873 members 
Mstep: Class 2 contains 213912 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21082 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17039 members 
Mstep: Class 9 contains 41312 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24638 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9838 members 
Mstep: Class 14 contains 161937 members 
Mstep: Class 15 contains 48359 members 
Mstep: Class 16 contains 235797 members 
Mstep: Class 17 contains 15122 members 
Mstep: Class 18 contains 24260 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232460 members 
Mstep: Class 25 contains 9789 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70650 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7736 members 
Mstep: Class 33 contains 12750 members 
Mstep: Class 34 contains 42960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153600.000000 Penalty: 120551.992188
Iteration 212Q: 35 clusters Score -1.571536e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201871 members 
Mstep: Class 2 contains 213911 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21081 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17039 members 
Mstep: Class 9 contains 41312 members 
Mstep: Class 10 contains 20103 members 
Mstep: Class 11 contains 24639 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9838 members 
Mstep: Class 14 contains 161937 members 
Mstep: Class 15 contains 48361 members 
Mstep: Class 16 contains 235797 members 
Mstep: Class 17 contains 15120 members 
Mstep: Class 18 contains 24259 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232459 members 
Mstep: Class 25 contains 9789 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70650 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7736 members 
Mstep: Class 33 contains 12750 members 
Mstep: Class 34 contains 42964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153712.000000 Penalty: 120551.992188
Iteration 213Q: 35 clusters Score -1.571537e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201868 members 
Mstep: Class 2 contains 213911 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21080 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 17039 members 
Mstep: Class 9 contains 41313 members 
Mstep: Class 10 contains 20103 members 
Mstep: Class 11 contains 24639 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9840 members 
Mstep: Class 14 contains 161936 members 
Mstep: Class 15 contains 48362 members 
Mstep: Class 16 contains 235798 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24259 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232458 members 
Mstep: Class 25 contains 9789 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70650 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12749 members 
Mstep: Class 34 contains 42968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153696.000000 Penalty: 120551.992188
Iteration 214Q: 35 clusters Score -1.571537e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201865 members 
Mstep: Class 2 contains 213909 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 21080 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17040 members 
Mstep: Class 9 contains 41313 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24639 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9840 members 
Mstep: Class 14 contains 161935 members 
Mstep: Class 15 contains 48363 members 
Mstep: Class 16 contains 235798 members 
Mstep: Class 17 contains 15120 members 
Mstep: Class 18 contains 24259 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232458 members 
Mstep: Class 25 contains 9789 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70649 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12750 members 
Mstep: Class 34 contains 42971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153728.000000 Penalty: 120551.992188
Iteration 215Q: 35 clusters Score -1.571537e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201864 members 
Mstep: Class 2 contains 213906 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21079 members 
Mstep: Class 6 contains 64316 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17041 members 
Mstep: Class 9 contains 41312 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24639 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9840 members 
Mstep: Class 14 contains 161937 members 
Mstep: Class 15 contains 48363 members 
Mstep: Class 16 contains 235802 members 
Mstep: Class 17 contains 15121 members 
Mstep: Class 18 contains 24259 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232456 members 
Mstep: Class 25 contains 9789 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70648 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12750 members 
Mstep: Class 34 contains 42971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153776.000000 Penalty: 120551.992188
Iteration 216Q: 35 clusters Score -1.571538e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201862 members 
Mstep: Class 2 contains 213906 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21079 members 
Mstep: Class 6 contains 64317 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41311 members 
Mstep: Class 10 contains 20102 members 
Mstep: Class 11 contains 24640 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9842 members 
Mstep: Class 14 contains 161935 members 
Mstep: Class 15 contains 48367 members 
Mstep: Class 16 contains 235803 members 
Mstep: Class 17 contains 15120 members 
Mstep: Class 18 contains 24259 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232454 members 
Mstep: Class 25 contains 9788 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14926 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70648 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12750 members 
Mstep: Class 34 contains 42970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153808.000000 Penalty: 120551.992188
Iteration 217Q: 35 clusters Score -1.571538e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201854 members 
Mstep: Class 2 contains 213911 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21076 members 
Mstep: Class 6 contains 64318 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41311 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24641 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9844 members 
Mstep: Class 14 contains 161935 members 
Mstep: Class 15 contains 48370 members 
Mstep: Class 16 contains 235805 members 
Mstep: Class 17 contains 15120 members 
Mstep: Class 18 contains 24259 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232453 members 
Mstep: Class 25 contains 9789 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14925 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70648 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12750 members 
Mstep: Class 34 contains 42969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153824.000000 Penalty: 120551.992188
Iteration 218Q: 35 clusters Score -1.571538e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201850 members 
Mstep: Class 2 contains 213911 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21077 members 
Mstep: Class 6 contains 64318 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41311 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24642 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9845 members 
Mstep: Class 14 contains 161935 members 
Mstep: Class 15 contains 48373 members 
Mstep: Class 16 contains 235805 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24259 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232451 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14923 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70649 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153808.000000 Penalty: 120551.992188
Iteration 219Q: 35 clusters Score -1.571538e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201847 members 
Mstep: Class 2 contains 213911 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21076 members 
Mstep: Class 6 contains 64318 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41311 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24644 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 9846 members 
Mstep: Class 14 contains 161935 members 
Mstep: Class 15 contains 48377 members 
Mstep: Class 16 contains 235805 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24258 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232451 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14921 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70649 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153776.000000 Penalty: 120551.992188
Iteration 220F: 35 clusters Score -1.571538e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201843 members 
Mstep: Class 2 contains 213910 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21075 members 
Mstep: Class 6 contains 64318 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41312 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24647 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 9846 members 
Mstep: Class 14 contains 161935 members 
Mstep: Class 15 contains 48380 members 
Mstep: Class 16 contains 235805 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24258 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232451 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14920 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70648 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153696.000000 Penalty: 120551.992188
Iteration 221Q: 35 clusters Score -1.571537e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201843 members 
Mstep: Class 2 contains 213912 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 64318 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24647 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 9845 members 
Mstep: Class 14 contains 161935 members 
Mstep: Class 15 contains 48379 members 
Mstep: Class 16 contains 235808 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24257 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232451 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14917 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70648 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153664.000000 Penalty: 120551.992188
Iteration 222Q: 35 clusters Score -1.571537e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201838 members 
Mstep: Class 2 contains 213917 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 64318 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24647 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 9845 members 
Mstep: Class 14 contains 161935 members 
Mstep: Class 15 contains 48379 members 
Mstep: Class 16 contains 235809 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24258 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232451 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14914 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70648 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153776.000000 Penalty: 120551.992188
Iteration 223Q: 35 clusters Score -1.571538e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201835 members 
Mstep: Class 2 contains 213919 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 64319 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24647 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 9845 members 
Mstep: Class 14 contains 161936 members 
Mstep: Class 15 contains 48379 members 
Mstep: Class 16 contains 235809 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24258 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232451 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14913 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70649 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153696.000000 Penalty: 120551.992188
Iteration 224Q: 35 clusters Score -1.571537e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201827 members 
Mstep: Class 2 contains 213925 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 64319 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24647 members 
Mstep: Class 12 contains 23948 members 
Mstep: Class 13 contains 9845 members 
Mstep: Class 14 contains 161938 members 
Mstep: Class 15 contains 48377 members 
Mstep: Class 16 contains 235810 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24258 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232450 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14914 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70649 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153728.000000 Penalty: 120551.992188
Iteration 225Q: 35 clusters Score -1.571537e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201817 members 
Mstep: Class 2 contains 213931 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 64320 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24647 members 
Mstep: Class 12 contains 23948 members 
Mstep: Class 13 contains 9845 members 
Mstep: Class 14 contains 161941 members 
Mstep: Class 15 contains 48377 members 
Mstep: Class 16 contains 235811 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24258 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232451 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14912 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70649 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153760.000000 Penalty: 120551.992188
Iteration 226Q: 35 clusters Score -1.571538e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201810 members 
Mstep: Class 2 contains 213937 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 64320 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24647 members 
Mstep: Class 12 contains 23948 members 
Mstep: Class 13 contains 9845 members 
Mstep: Class 14 contains 161940 members 
Mstep: Class 15 contains 48377 members 
Mstep: Class 16 contains 235814 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24258 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232451 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14912 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70648 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153760.000000 Penalty: 120551.992188
Iteration 227Q: 35 clusters Score -1.571538e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201804 members 
Mstep: Class 2 contains 213940 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 64320 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24647 members 
Mstep: Class 12 contains 23948 members 
Mstep: Class 13 contains 9845 members 
Mstep: Class 14 contains 161939 members 
Mstep: Class 15 contains 48376 members 
Mstep: Class 16 contains 235818 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24258 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232451 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14912 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70649 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153728.000000 Penalty: 120551.992188
Iteration 228Q: 35 clusters Score -1.571537e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201803 members 
Mstep: Class 2 contains 213940 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 64320 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24647 members 
Mstep: Class 12 contains 23948 members 
Mstep: Class 13 contains 9845 members 
Mstep: Class 14 contains 161938 members 
Mstep: Class 15 contains 48375 members 
Mstep: Class 16 contains 235821 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24257 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232452 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14912 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70650 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153712.000000 Penalty: 120551.992188
Iteration 229Q: 35 clusters Score -1.571537e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201800 members 
Mstep: Class 2 contains 213940 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 64320 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24647 members 
Mstep: Class 12 contains 23948 members 
Mstep: Class 13 contains 9845 members 
Mstep: Class 14 contains 161940 members 
Mstep: Class 15 contains 48375 members 
Mstep: Class 16 contains 235822 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24257 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232452 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14912 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70650 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153680.000000 Penalty: 120551.992188
Iteration 230Q: 35 clusters Score -1.571537e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201796 members 
Mstep: Class 2 contains 213942 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 64320 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24647 members 
Mstep: Class 12 contains 23948 members 
Mstep: Class 13 contains 9845 members 
Mstep: Class 14 contains 161942 members 
Mstep: Class 15 contains 48375 members 
Mstep: Class 16 contains 235822 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24257 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232452 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14912 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70650 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153680.000000 Penalty: 120551.992188
Iteration 231Q: 35 clusters Score -1.571537e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201796 members 
Mstep: Class 2 contains 213942 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 64320 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24647 members 
Mstep: Class 12 contains 23948 members 
Mstep: Class 13 contains 9845 members 
Mstep: Class 14 contains 161942 members 
Mstep: Class 15 contains 48375 members 
Mstep: Class 16 contains 235822 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24257 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232452 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14912 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70650 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153680.000000 Penalty: 120551.992188
Iteration 232F: 35 clusters Score -1.571537e+08 nChanged 0
Entering ConstructFrom: 
Score: -157153680.000000 Penalty: 120551.992188
Entering ConstructFrom: 
Trying to split cluster 1 (201796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201796 members 
Entering Unmasked Estep 
Score: -20240564.000000 Penalty: 3029.322998
	Iteration 0F: 2 clusters Score -2.024056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100740 members 
Mstep: Class 2 contains 101056 members 
Entering Unmasked Estep 
Score: -20106054.000000 Penalty: 6058.645996
	Iteration 0F: 3 clusters Score -2.010605e+07 nChanged 96959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98037 members 
Mstep: Class 2 contains 103759 members 
Entering Unmasked Estep 
Score: -20162030.000000 Penalty: 6058.645996
	Iteration 1F: 3 clusters Score -2.016203e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96124 members 
Mstep: Class 2 contains 105672 members 
Entering Unmasked Estep 
Score: -20162894.000000 Penalty: 6058.645996
	Iteration 2Q: 3 clusters Score -2.016289e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93052 members 
Mstep: Class 2 contains 108744 members 
Entering Unmasked Estep 
Score: -20163974.000000 Penalty: 6058.645996
	Iteration 3Q: 3 clusters Score -2.016397e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 113627 members 
Entering Unmasked Estep 
Score: -20165774.000000 Penalty: 6058.645996
	Iteration 4Q: 3 clusters Score -2.016577e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 121013 members 
Entering Unmasked Estep 
Score: -20168960.000000 Penalty: 6058.645996
	Iteration 5Q: 3 clusters Score -2.016896e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69793 members 
Mstep: Class 2 contains 132003 members 
Entering Unmasked Estep 
Score: -20175310.000000 Penalty: 6058.645996
	Iteration 6F: 3 clusters Score -2.017531e+07 nChanged 15705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 147388 members 
Entering Unmasked Estep 
Score: -20186502.000000 Penalty: 6058.645996
	Iteration 7F: 3 clusters Score -2.01865e+07 nChanged 18688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 165922 members 
Entering Unmasked Estep 
Score: -20203576.000000 Penalty: 6058.645996
	Iteration 8F: 3 clusters Score -2.020358e+07 nChanged 17176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 183050 members 
Entering Unmasked Estep 
Score: -20220744.000000 Penalty: 6058.645996
	Iteration 9F: 3 clusters Score -2.022074e+07 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 193779 members 
Entering Unmasked Estep 
Score: -20231248.000000 Penalty: 6058.645996
	Iteration 10F: 3 clusters Score -2.023125e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 198438 members 
Entering Unmasked Estep 
Score: -20235652.000000 Penalty: 6058.645996
	Iteration 11Q: 3 clusters Score -2.023565e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 200055 members 
Entering Unmasked Estep 
Score: -20237064.000000 Penalty: 6058.645996
	Iteration 12Q: 3 clusters Score -2.023706e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 200570 members 
Entering Unmasked Estep 
Score: -20237590.000000 Penalty: 6058.645996
	Iteration 13Q: 3 clusters Score -2.023759e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 200764 members 
Entering Unmasked Estep 
Score: -20237814.000000 Penalty: 6058.645996
	Iteration 14Q: 3 clusters Score -2.023781e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 200859 members 
Entering Unmasked Estep 
Score: -20237898.000000 Penalty: 6058.645996
	Iteration 15Q: 3 clusters Score -2.02379e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 200908 members 
Entering Unmasked Estep 
Score: -20237962.000000 Penalty: 6058.645996
	Iteration 16Q: 3 clusters Score -2.023796e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 200950 members 
Entering Unmasked Estep 
Score: -20238022.000000 Penalty: 6058.645996
	Iteration 17Q: 3 clusters Score -2.023802e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 200966 members 
Entering Unmasked Estep 
Score: -20238074.000000 Penalty: 6058.645996
	Iteration 18Q: 3 clusters Score -2.023807e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 200979 members 
Entering Unmasked Estep 
Score: -20238064.000000 Penalty: 6058.645996
	Iteration 19Q: 3 clusters Score -2.023806e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 200989 members 
Entering Unmasked Estep 
Score: -20238074.000000 Penalty: 6058.645996
	Iteration 20F: 3 clusters Score -2.023807e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 201003 members 
Entering Unmasked Estep 
Score: -20238062.000000 Penalty: 6058.645996
	Iteration 21Q: 3 clusters Score -2.023806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 201022 members 
Entering Unmasked Estep 
Score: -20238094.000000 Penalty: 6058.645996
	Iteration 22Q: 3 clusters Score -2.023809e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 201034 members 
Entering Unmasked Estep 
Score: -20238108.000000 Penalty: 6058.645996
	Iteration 23Q: 3 clusters Score -2.023811e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 201039 members 
Entering Unmasked Estep 
Score: -20238116.000000 Penalty: 6058.645996
	Iteration 24Q: 3 clusters Score -2.023812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 201043 members 
Entering Unmasked Estep 
Score: -20238136.000000 Penalty: 6058.645996
	Iteration 25Q: 3 clusters Score -2.023814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 201048 members 
Entering Unmasked Estep 
Score: -20238106.000000 Penalty: 6058.645996
	Iteration 26Q: 3 clusters Score -2.023811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 201052 members 
Entering Unmasked Estep 
Score: -20238122.000000 Penalty: 6058.645996
	Iteration 27Q: 3 clusters Score -2.023812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 201055 members 
Entering Unmasked Estep 
Score: -20238124.000000 Penalty: 6058.645996
	Iteration 28Q: 3 clusters Score -2.023812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 201056 members 
Entering Unmasked Estep 
Score: -20238122.000000 Penalty: 6058.645996
	Iteration 29Q: 3 clusters Score -2.023812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 201058 members 
Entering Unmasked Estep 
Score: -20238116.000000 Penalty: 6058.645996
	Iteration 30Q: 3 clusters Score -2.023812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 201060 members 
Entering Unmasked Estep 
Score: -20238110.000000 Penalty: 6058.645996
	Iteration 31Q: 3 clusters Score -2.023811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 201063 members 
Entering Unmasked Estep 
Score: -20238110.000000 Penalty: 6058.645996
	Iteration 32Q: 3 clusters Score -2.023811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 201066 members 
Entering Unmasked Estep 
Score: -20238112.000000 Penalty: 6058.645996
	Iteration 33Q: 3 clusters Score -2.023811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 201069 members 
Entering Unmasked Estep 
Score: -20238118.000000 Penalty: 6058.645996
	Iteration 34Q: 3 clusters Score -2.023812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 201071 members 
Entering Unmasked Estep 
Score: -20238128.000000 Penalty: 6058.645996
	Iteration 35Q: 3 clusters Score -2.023813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 201074 members 
Entering Unmasked Estep 
Score: -20238118.000000 Penalty: 6058.645996
	Iteration 36Q: 3 clusters Score -2.023812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 201074 members 
Entering Unmasked Estep 
Score: -20238118.000000 Penalty: 6058.645996
	Iteration 37F: 3 clusters Score -2.023812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (213942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213942 members 
Entering Unmasked Estep 
Score: -21537746.000000 Penalty: 3043.818115
	Iteration 0F: 2 clusters Score -2.153775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106944 members 
Mstep: Class 2 contains 106998 members 
Entering Unmasked Estep 
Score: -21394936.000000 Penalty: 6087.636230
	Iteration 0F: 3 clusters Score -2.139494e+07 nChanged 102959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106137 members 
Mstep: Class 2 contains 107805 members 
Entering Unmasked Estep 
Score: -21454810.000000 Penalty: 6087.636230
	Iteration 1F: 3 clusters Score -2.145481e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105534 members 
Mstep: Class 2 contains 108408 members 
Entering Unmasked Estep 
Score: -21455648.000000 Penalty: 6087.636230
	Iteration 2Q: 3 clusters Score -2.145565e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 109420 members 
Entering Unmasked Estep 
Score: -21456546.000000 Penalty: 6087.636230
	Iteration 3Q: 3 clusters Score -2.145655e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103097 members 
Mstep: Class 2 contains 110845 members 
Entering Unmasked Estep 
Score: -21457606.000000 Penalty: 6087.636230
	Iteration 4Q: 3 clusters Score -2.145761e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101042 members 
Mstep: Class 2 contains 112900 members 
Entering Unmasked Estep 
Score: -21458984.000000 Penalty: 6087.636230
	Iteration 5Q: 3 clusters Score -2.145898e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97966 members 
Mstep: Class 2 contains 115976 members 
Entering Unmasked Estep 
Score: -21460720.000000 Penalty: 6087.636230
	Iteration 6Q: 3 clusters Score -2.146072e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 120594 members 
Entering Unmasked Estep 
Score: -21463444.000000 Penalty: 6087.636230
	Iteration 7Q: 3 clusters Score -2.146344e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Mstep: Class 2 contains 127230 members 
Entering Unmasked Estep 
Score: -21468152.000000 Penalty: 6087.636230
	Iteration 8Q: 3 clusters Score -2.146815e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 135815 members 
Entering Unmasked Estep 
Score: -21475454.000000 Penalty: 6087.636230
	Iteration 9F: 3 clusters Score -2.147545e+07 nChanged 12937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 145762 members 
Entering Unmasked Estep 
Score: -21485388.000000 Penalty: 6087.636230
	Iteration 10F: 3 clusters Score -2.148539e+07 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 155051 members 
Entering Unmasked Estep 
Score: -21495532.000000 Penalty: 6087.636230
	Iteration 11F: 3 clusters Score -2.149553e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 162256 members 
Entering Unmasked Estep 
Score: -21502728.000000 Penalty: 6087.636230
	Iteration 12F: 3 clusters Score -2.150273e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 168061 members 
Entering Unmasked Estep 
Score: -21507324.000000 Penalty: 6087.636230
	Iteration 13Q: 3 clusters Score -2.150732e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 173202 members 
Entering Unmasked Estep 
Score: -21510180.000000 Penalty: 6087.636230
	Iteration 14Q: 3 clusters Score -2.151018e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 178227 members 
Entering Unmasked Estep 
Score: -21512532.000000 Penalty: 6087.636230
	Iteration 15Q: 3 clusters Score -2.151253e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 183107 members 
Entering Unmasked Estep 
Score: -21514936.000000 Penalty: 6087.636230
	Iteration 16Q: 3 clusters Score -2.151494e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 187866 members 
Entering Unmasked Estep 
Score: -21517346.000000 Penalty: 6087.636230
	Iteration 17Q: 3 clusters Score -2.151735e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 192446 members 
Entering Unmasked Estep 
Score: -21520146.000000 Penalty: 6087.636230
	Iteration 18Q: 3 clusters Score -2.152015e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 196764 members 
Entering Unmasked Estep 
Score: -21522716.000000 Penalty: 6087.636230
	Iteration 19Q: 3 clusters Score -2.152272e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 200697 members 
Entering Unmasked Estep 
Score: -21525354.000000 Penalty: 6087.636230
	Iteration 20F: 3 clusters Score -2.152535e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 204129 members 
Entering Unmasked Estep 
Score: -21527722.000000 Penalty: 6087.636230
	Iteration 21Q: 3 clusters Score -2.152772e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 207016 members 
Entering Unmasked Estep 
Score: -21529976.000000 Penalty: 6087.636230
	Iteration 22Q: 3 clusters Score -2.152998e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 209350 members 
Entering Unmasked Estep 
Score: -21531688.000000 Penalty: 6087.636230
	Iteration 23Q: 3 clusters Score -2.153169e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 211021 members 
Entering Unmasked Estep 
Score: -21533084.000000 Penalty: 6087.636230
	Iteration 24Q: 3 clusters Score -2.153308e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 212096 members 
Entering Unmasked Estep 
Score: -21533916.000000 Penalty: 6087.636230
	Iteration 25Q: 3 clusters Score -2.153392e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 212738 members 
Entering Unmasked Estep 
Score: -21534364.000000 Penalty: 6087.636230
	Iteration 26Q: 3 clusters Score -2.153436e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 213095 members 
Entering Unmasked Estep 
Score: -21534618.000000 Penalty: 6087.636230
	Iteration 27Q: 3 clusters Score -2.153462e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 213284 members 
Entering Unmasked Estep 
Score: -21534766.000000 Penalty: 6087.636230
	Iteration 28Q: 3 clusters Score -2.153477e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 213386 members 
Entering Unmasked Estep 
Score: -21534904.000000 Penalty: 6087.636230
	Iteration 29Q: 3 clusters Score -2.15349e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 213432 members 
Entering Unmasked Estep 
Score: -21534954.000000 Penalty: 6087.636230
	Iteration 30Q: 3 clusters Score -2.153495e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 213462 members 
Entering Unmasked Estep 
Score: -21534984.000000 Penalty: 6087.636230
	Iteration 31Q: 3 clusters Score -2.153498e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 213478 members 
Entering Unmasked Estep 
Score: -21534980.000000 Penalty: 6087.636230
	Iteration 32Q: 3 clusters Score -2.153498e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 213495 members 
Entering Unmasked Estep 
Score: -21535014.000000 Penalty: 6087.636230
	Iteration 33Q: 3 clusters Score -2.153501e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 213501 members 
Entering Unmasked Estep 
Score: -21535032.000000 Penalty: 6087.636230
	Iteration 34Q: 3 clusters Score -2.153503e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 213514 members 
Entering Unmasked Estep 
Score: -21535052.000000 Penalty: 6087.636230
	Iteration 35Q: 3 clusters Score -2.153505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 213527 members 
Entering Unmasked Estep 
Score: -21535070.000000 Penalty: 6087.636230
	Iteration 36Q: 3 clusters Score -2.153507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 213533 members 
Entering Unmasked Estep 
Score: -21535082.000000 Penalty: 6087.636230
	Iteration 37Q: 3 clusters Score -2.153508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 213537 members 
Entering Unmasked Estep 
Score: -21535098.000000 Penalty: 6087.636230
	Iteration 38Q: 3 clusters Score -2.15351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 213540 members 
Entering Unmasked Estep 
Score: -21535104.000000 Penalty: 6087.636230
	Iteration 39Q: 3 clusters Score -2.15351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 213546 members 
Entering Unmasked Estep 
Score: -21535100.000000 Penalty: 6087.636230
	Iteration 40F: 3 clusters Score -2.15351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 213548 members 
Entering Unmasked Estep 
Score: -21535114.000000 Penalty: 6087.636230
	Iteration 41Q: 3 clusters Score -2.153511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 213553 members 
Entering Unmasked Estep 
Score: -21535108.000000 Penalty: 6087.636230
	Iteration 42Q: 3 clusters Score -2.153511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 213559 members 
Entering Unmasked Estep 
Score: -21535116.000000 Penalty: 6087.636230
	Iteration 43Q: 3 clusters Score -2.153512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 213565 members 
Entering Unmasked Estep 
Score: -21535130.000000 Penalty: 6087.636230
	Iteration 44Q: 3 clusters Score -2.153513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 213567 members 
Entering Unmasked Estep 
Score: -21535126.000000 Penalty: 6087.636230
	Iteration 45Q: 3 clusters Score -2.153513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 213570 members 
Entering Unmasked Estep 
Score: -21535138.000000 Penalty: 6087.636230
	Iteration 46Q: 3 clusters Score -2.153514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 213570 members 
Entering Unmasked Estep 
Score: -21535132.000000 Penalty: 6087.636230
	Iteration 47Q: 3 clusters Score -2.153513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 213570 members 
Entering Unmasked Estep 
Score: -21535132.000000 Penalty: 6087.636230
	Iteration 48F: 3 clusters Score -2.153513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Entering Unmasked Estep 
Score: -1607907.500000 Penalty: 2409.705811
	Iteration 0F: 2 clusters Score -1607908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1595972.875000 Penalty: 4819.411621
	Iteration 0F: 3 clusters Score -1595973 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1599880.750000 Penalty: 4819.411621
	Iteration 1F: 3 clusters Score -1599881 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1600269.875000 Penalty: 4819.411621
	Iteration 2F: 3 clusters Score -1600270 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1600630.625000 Penalty: 4819.411621
	Iteration 3Q: 3 clusters Score -1600631 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1600975.375000 Penalty: 4819.411621
	Iteration 4Q: 3 clusters Score -1600975 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1601376.000000 Penalty: 4819.411621
	Iteration 5Q: 3 clusters Score -1601376 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1601853.875000 Penalty: 4819.411621
	Iteration 6Q: 3 clusters Score -1601854 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1602442.250000 Penalty: 4819.411621
	Iteration 7Q: 3 clusters Score -1602442 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1603112.625000 Penalty: 4819.411621
	Iteration 8F: 3 clusters Score -1603113 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1603715.000000 Penalty: 4819.411621
	Iteration 9Q: 3 clusters Score -1603715 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1604192.125000 Penalty: 4819.411621
	Iteration 10Q: 3 clusters Score -1604192 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1604550.125000 Penalty: 4819.411621
	Iteration 11Q: 3 clusters Score -1604550 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1604847.625000 Penalty: 4819.411621
	Iteration 12Q: 3 clusters Score -1604848 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1605075.875000 Penalty: 4819.411621
	Iteration 13Q: 3 clusters Score -1605076 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1605260.500000 Penalty: 4819.411621
	Iteration 14Q: 3 clusters Score -1605260 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1605377.125000 Penalty: 4819.411621
	Iteration 15Q: 3 clusters Score -1605377 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1605457.875000 Penalty: 4819.411621
	Iteration 16Q: 3 clusters Score -1605458 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1605514.750000 Penalty: 4819.411621
	Iteration 17Q: 3 clusters Score -1605515 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1605571.500000 Penalty: 4819.411621
	Iteration 18Q: 3 clusters Score -1605572 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1605606.000000 Penalty: 4819.411621
	Iteration 19Q: 3 clusters Score -1605606 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1605647.625000 Penalty: 4819.411621
	Iteration 20F: 3 clusters Score -1605648 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1605680.750000 Penalty: 4819.411621
	Iteration 21Q: 3 clusters Score -1605681 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1605705.500000 Penalty: 4819.411621
	Iteration 22Q: 3 clusters Score -1605706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1605729.125000 Penalty: 4819.411621
	Iteration 23Q: 3 clusters Score -1605729 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1605753.625000 Penalty: 4819.411621
	Iteration 24Q: 3 clusters Score -1605754 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1605778.125000 Penalty: 4819.411621
	Iteration 25Q: 3 clusters Score -1605778 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1605798.250000 Penalty: 4819.411621
	Iteration 26Q: 3 clusters Score -1605798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1605807.500000 Penalty: 4819.411621
	Iteration 27Q: 3 clusters Score -1605808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1605823.750000 Penalty: 4819.411621
	Iteration 28Q: 3 clusters Score -1605824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1605833.500000 Penalty: 4819.411621
	Iteration 29Q: 3 clusters Score -1605834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1605846.250000 Penalty: 4819.411621
	Iteration 30Q: 3 clusters Score -1605846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1605858.500000 Penalty: 4819.411621
	Iteration 31Q: 3 clusters Score -1605858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1605869.125000 Penalty: 4819.411621
	Iteration 32Q: 3 clusters Score -1605869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1605873.875000 Penalty: 4819.411621
	Iteration 33Q: 3 clusters Score -1605874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1605882.125000 Penalty: 4819.411621
	Iteration 34Q: 3 clusters Score -1605882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1605890.250000 Penalty: 4819.411621
	Iteration 35Q: 3 clusters Score -1605890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1605896.625000 Penalty: 4819.411621
	Iteration 36Q: 3 clusters Score -1605897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1605907.750000 Penalty: 4819.411621
	Iteration 37Q: 3 clusters Score -1605908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1605917.375000 Penalty: 4819.411621
	Iteration 38Q: 3 clusters Score -1605917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1605927.375000 Penalty: 4819.411621
	Iteration 39Q: 3 clusters Score -1605927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1605941.375000 Penalty: 4819.411621
	Iteration 40F: 3 clusters Score -1605941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1605950.125000 Penalty: 4819.411621
	Iteration 41Q: 3 clusters Score -1605950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1605956.000000 Penalty: 4819.411621
	Iteration 42Q: 3 clusters Score -1605956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1605972.375000 Penalty: 4819.411621
	Iteration 43Q: 3 clusters Score -1605972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1605981.250000 Penalty: 4819.411621
	Iteration 44Q: 3 clusters Score -1605981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1605987.125000 Penalty: 4819.411621
	Iteration 45Q: 3 clusters Score -1605987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1605992.375000 Penalty: 4819.411621
	Iteration 46Q: 3 clusters Score -1605992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1605999.500000 Penalty: 4819.411621
	Iteration 47Q: 3 clusters Score -1606000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1606006.625000 Penalty: 4819.411621
	Iteration 48Q: 3 clusters Score -1606007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1606006.750000 Penalty: 4819.411621
	Iteration 49Q: 3 clusters Score -1606007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1606009.625000 Penalty: 4819.411621
	Iteration 50Q: 3 clusters Score -1606010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1606013.250000 Penalty: 4819.411621
	Iteration 51Q: 3 clusters Score -1606013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1606016.125000 Penalty: 4819.411621
	Iteration 52Q: 3 clusters Score -1606016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1606019.625000 Penalty: 4819.411621
	Iteration 53Q: 3 clusters Score -1606020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1606016.625000 Penalty: 4819.411621
	Iteration 54Q: 3 clusters Score -1606017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1606018.625000 Penalty: 4819.411621
	Iteration 55Q: 3 clusters Score -1606019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1606018.625000 Penalty: 4819.411621
	Iteration 56F: 3 clusters Score -1606019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Entering Unmasked Estep 
Score: -1095258.625000 Penalty: 2313.749268
	Iteration 0F: 2 clusters Score -1095259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1086781.000000 Penalty: 4627.498535
	Iteration 0F: 3 clusters Score -1086781 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1089391.750000 Penalty: 4627.498535
	Iteration 1F: 3 clusters Score -1089392 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1089795.375000 Penalty: 4627.498535
	Iteration 2F: 3 clusters Score -1089795 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1090115.375000 Penalty: 4627.498535
	Iteration 3F: 3 clusters Score -1090115 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1090388.750000 Penalty: 4627.498535
	Iteration 4Q: 3 clusters Score -1090389 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1090693.125000 Penalty: 4627.498535
	Iteration 5Q: 3 clusters Score -1090693 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1091031.375000 Penalty: 4627.498535
	Iteration 6Q: 3 clusters Score -1091031 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1091437.250000 Penalty: 4627.498535
	Iteration 7F: 3 clusters Score -1091437 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1091861.125000 Penalty: 4627.498535
	Iteration 8F: 3 clusters Score -1091861 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1092240.875000 Penalty: 4627.498535
	Iteration 9Q: 3 clusters Score -1092241 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1092581.750000 Penalty: 4627.498535
	Iteration 10Q: 3 clusters Score -1092582 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1092883.625000 Penalty: 4627.498535
	Iteration 11Q: 3 clusters Score -1092884 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1093109.750000 Penalty: 4627.498535
	Iteration 12Q: 3 clusters Score -1093110 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1093261.750000 Penalty: 4627.498535
	Iteration 13Q: 3 clusters Score -1093262 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1093385.125000 Penalty: 4627.498535
	Iteration 14Q: 3 clusters Score -1093385 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1093476.625000 Penalty: 4627.498535
	Iteration 15Q: 3 clusters Score -1093477 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1093537.625000 Penalty: 4627.498535
	Iteration 16Q: 3 clusters Score -1093538 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1093594.375000 Penalty: 4627.498535
	Iteration 17Q: 3 clusters Score -1093594 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1093640.125000 Penalty: 4627.498535
	Iteration 18Q: 3 clusters Score -1093640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1093674.000000 Penalty: 4627.498535
	Iteration 19Q: 3 clusters Score -1093674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1093704.250000 Penalty: 4627.498535
	Iteration 20F: 3 clusters Score -1093704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1093727.375000 Penalty: 4627.498535
	Iteration 21Q: 3 clusters Score -1093727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1093742.000000 Penalty: 4627.498535
	Iteration 22Q: 3 clusters Score -1093742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1093747.375000 Penalty: 4627.498535
	Iteration 23Q: 3 clusters Score -1093747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1093751.125000 Penalty: 4627.498535
	Iteration 24Q: 3 clusters Score -1093751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1093760.750000 Penalty: 4627.498535
	Iteration 25Q: 3 clusters Score -1093761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1093767.250000 Penalty: 4627.498535
	Iteration 26Q: 3 clusters Score -1093767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1093772.375000 Penalty: 4627.498535
	Iteration 27Q: 3 clusters Score -1093772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1093776.125000 Penalty: 4627.498535
	Iteration 28Q: 3 clusters Score -1093776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1093779.875000 Penalty: 4627.498535
	Iteration 29Q: 3 clusters Score -1093780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1093783.625000 Penalty: 4627.498535
	Iteration 30Q: 3 clusters Score -1093784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1093793.875000 Penalty: 4627.498535
	Iteration 31Q: 3 clusters Score -1093794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1093797.625000 Penalty: 4627.498535
	Iteration 32Q: 3 clusters Score -1093798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1093803.875000 Penalty: 4627.498535
	Iteration 33Q: 3 clusters Score -1093804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1093807.875000 Penalty: 4627.498535
	Iteration 34Q: 3 clusters Score -1093808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1093813.250000 Penalty: 4627.498535
	Iteration 35Q: 3 clusters Score -1093813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1093815.375000 Penalty: 4627.498535
	Iteration 36Q: 3 clusters Score -1093815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1093816.375000 Penalty: 4627.498535
	Iteration 37Q: 3 clusters Score -1093816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1093816.375000 Penalty: 4627.498535
	Iteration 38F: 3 clusters Score -1093816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Entering Unmasked Estep 
Score: -1954004.750000 Penalty: 2469.037109
	Iteration 0F: 2 clusters Score -1954005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1939168.750000 Penalty: 4938.074219
	Iteration 0F: 3 clusters Score -1939169 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1944488.375000 Penalty: 4938.074219
	Iteration 1F: 3 clusters Score -1944488 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1945370.750000 Penalty: 4938.074219
	Iteration 2F: 3 clusters Score -1945371 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1946389.750000 Penalty: 4938.074219
	Iteration 3F: 3 clusters Score -1946390 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1947517.875000 Penalty: 4938.074219
	Iteration 4F: 3 clusters Score -1947518 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1948797.125000 Penalty: 4938.074219
	Iteration 5F: 3 clusters Score -1948797 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1950047.250000 Penalty: 4938.074219
	Iteration 6F: 3 clusters Score -1950047 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1951133.625000 Penalty: 4938.074219
	Iteration 7F: 3 clusters Score -1951134 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1951878.125000 Penalty: 4938.074219
	Iteration 8Q: 3 clusters Score -1951878 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1952287.875000 Penalty: 4938.074219
	Iteration 9Q: 3 clusters Score -1952288 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1952515.500000 Penalty: 4938.074219
	Iteration 10Q: 3 clusters Score -1952516 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1952675.125000 Penalty: 4938.074219
	Iteration 11Q: 3 clusters Score -1952675 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1952776.750000 Penalty: 4938.074219
	Iteration 12Q: 3 clusters Score -1952777 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1952840.375000 Penalty: 4938.074219
	Iteration 13Q: 3 clusters Score -1952840 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1952892.250000 Penalty: 4938.074219
	Iteration 14Q: 3 clusters Score -1952892 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1952945.875000 Penalty: 4938.074219
	Iteration 15Q: 3 clusters Score -1952946 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1952990.125000 Penalty: 4938.074219
	Iteration 16Q: 3 clusters Score -1952990 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1953027.375000 Penalty: 4938.074219
	Iteration 17Q: 3 clusters Score -1953027 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1953073.250000 Penalty: 4938.074219
	Iteration 18Q: 3 clusters Score -1953073 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1953102.375000 Penalty: 4938.074219
	Iteration 19Q: 3 clusters Score -1953102 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1953133.750000 Penalty: 4938.074219
	Iteration 20F: 3 clusters Score -1953134 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1953174.250000 Penalty: 4938.074219
	Iteration 21Q: 3 clusters Score -1953174 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1953225.125000 Penalty: 4938.074219
	Iteration 22Q: 3 clusters Score -1953225 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1953270.500000 Penalty: 4938.074219
	Iteration 23Q: 3 clusters Score -1953270 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1953320.000000 Penalty: 4938.074219
	Iteration 24Q: 3 clusters Score -1953320 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1953356.000000 Penalty: 4938.074219
	Iteration 25Q: 3 clusters Score -1953356 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1953388.625000 Penalty: 4938.074219
	Iteration 26Q: 3 clusters Score -1953389 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1953413.625000 Penalty: 4938.074219
	Iteration 27Q: 3 clusters Score -1953414 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1953444.625000 Penalty: 4938.074219
	Iteration 28Q: 3 clusters Score -1953445 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1953465.375000 Penalty: 4938.074219
	Iteration 29Q: 3 clusters Score -1953465 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1953490.375000 Penalty: 4938.074219
	Iteration 30Q: 3 clusters Score -1953490 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1953523.750000 Penalty: 4938.074219
	Iteration 31Q: 3 clusters Score -1953524 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1953544.625000 Penalty: 4938.074219
	Iteration 32Q: 3 clusters Score -1953545 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1953570.500000 Penalty: 4938.074219
	Iteration 33Q: 3 clusters Score -1953570 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1953582.250000 Penalty: 4938.074219
	Iteration 34Q: 3 clusters Score -1953582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1953591.875000 Penalty: 4938.074219
	Iteration 35Q: 3 clusters Score -1953592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1953600.500000 Penalty: 4938.074219
	Iteration 36Q: 3 clusters Score -1953600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1953610.375000 Penalty: 4938.074219
	Iteration 37Q: 3 clusters Score -1953610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1953617.250000 Penalty: 4938.074219
	Iteration 38Q: 3 clusters Score -1953617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1953615.250000 Penalty: 4938.074219
	Iteration 39Q: 3 clusters Score -1953615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1953627.875000 Penalty: 4938.074219
	Iteration 40F: 3 clusters Score -1953628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1953640.875000 Penalty: 4938.074219
	Iteration 41Q: 3 clusters Score -1953641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1953646.875000 Penalty: 4938.074219
	Iteration 42Q: 3 clusters Score -1953647 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1953650.250000 Penalty: 4938.074219
	Iteration 43Q: 3 clusters Score -1953650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1953662.375000 Penalty: 4938.074219
	Iteration 44Q: 3 clusters Score -1953662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1953663.500000 Penalty: 4938.074219
	Iteration 45Q: 3 clusters Score -1953664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1953678.625000 Penalty: 4938.074219
	Iteration 46Q: 3 clusters Score -1953679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1953684.625000 Penalty: 4938.074219
	Iteration 47Q: 3 clusters Score -1953685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1953696.500000 Penalty: 4938.074219
	Iteration 48Q: 3 clusters Score -1953696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1953698.625000 Penalty: 4938.074219
	Iteration 49Q: 3 clusters Score -1953699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1953699.625000 Penalty: 4938.074219
	Iteration 50Q: 3 clusters Score -1953700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1953707.750000 Penalty: 4938.074219
	Iteration 51Q: 3 clusters Score -1953708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1953710.875000 Penalty: 4938.074219
	Iteration 52Q: 3 clusters Score -1953711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1953714.625000 Penalty: 4938.074219
	Iteration 53Q: 3 clusters Score -1953715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1953718.500000 Penalty: 4938.074219
	Iteration 54Q: 3 clusters Score -1953718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1953727.000000 Penalty: 4938.074219
	Iteration 55Q: 3 clusters Score -1953727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1953725.500000 Penalty: 4938.074219
	Iteration 56Q: 3 clusters Score -1953726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1953728.500000 Penalty: 4938.074219
	Iteration 57Q: 3 clusters Score -1953728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1953729.000000 Penalty: 4938.074219
	Iteration 58Q: 3 clusters Score -1953729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1953730.000000 Penalty: 4938.074219
	Iteration 59Q: 3 clusters Score -1953730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1953730.750000 Penalty: 4938.074219
	Iteration 60F: 3 clusters Score -1953731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1953730.625000 Penalty: 4938.074219
	Iteration 61Q: 3 clusters Score -1953731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1953729.500000 Penalty: 4938.074219
	Iteration 62Q: 3 clusters Score -1953730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1953731.625000 Penalty: 4938.074219
	Iteration 63Q: 3 clusters Score -1953732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1953731.625000 Penalty: 4938.074219
	Iteration 64F: 3 clusters Score -1953732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (64320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Entering Unmasked Estep 
Score: -6463270.000000 Penalty: 2745.763184
	Iteration 0F: 2 clusters Score -6463270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -6420388.000000 Penalty: 5491.526367
	Iteration 0F: 3 clusters Score -6420388 nChanged 29913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -6436674.500000 Penalty: 5491.526367
	Iteration 1F: 3 clusters Score -6436674 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -6437242.000000 Penalty: 5491.526367
	Iteration 2Q: 3 clusters Score -6437242 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -6437833.500000 Penalty: 5491.526367
	Iteration 3Q: 3 clusters Score -6437834 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -6438456.500000 Penalty: 5491.526367
	Iteration 4Q: 3 clusters Score -6438456 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -6439432.000000 Penalty: 5491.526367
	Iteration 5Q: 3 clusters Score -6439432 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -6440862.500000 Penalty: 5491.526367
	Iteration 6Q: 3 clusters Score -6440862 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -6443295.000000 Penalty: 5491.526367
	Iteration 7F: 3 clusters Score -6443295 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -6446936.500000 Penalty: 5491.526367
	Iteration 8F: 3 clusters Score -6446936 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -6451462.000000 Penalty: 5491.526367
	Iteration 9F: 3 clusters Score -6451462 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -6455589.000000 Penalty: 5491.526367
	Iteration 10F: 3 clusters Score -6455589 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -6458293.500000 Penalty: 5491.526367
	Iteration 11Q: 3 clusters Score -6458294 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -6459701.000000 Penalty: 5491.526367
	Iteration 12Q: 3 clusters Score -6459701 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -6460431.000000 Penalty: 5491.526367
	Iteration 13Q: 3 clusters Score -6460431 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
Score: -6460771.000000 Penalty: 5491.526367
	Iteration 14Q: 3 clusters Score -6460771 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -6460960.500000 Penalty: 5491.526367
	Iteration 15Q: 3 clusters Score -6460960 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -6461138.000000 Penalty: 5491.526367
	Iteration 16Q: 3 clusters Score -6461138 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -6461305.000000 Penalty: 5491.526367
	Iteration 17Q: 3 clusters Score -6461305 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -6461479.500000 Penalty: 5491.526367
	Iteration 18Q: 3 clusters Score -6461480 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -6461617.000000 Penalty: 5491.526367
	Iteration 19Q: 3 clusters Score -6461617 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -6461717.000000 Penalty: 5491.526367
	Iteration 20F: 3 clusters Score -6461717 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -6461802.500000 Penalty: 5491.526367
	Iteration 21Q: 3 clusters Score -6461802 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -6461835.000000 Penalty: 5491.526367
	Iteration 22Q: 3 clusters Score -6461835 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -6461858.000000 Penalty: 5491.526367
	Iteration 23Q: 3 clusters Score -6461858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -6461906.000000 Penalty: 5491.526367
	Iteration 24Q: 3 clusters Score -6461906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -6461925.000000 Penalty: 5491.526367
	Iteration 25Q: 3 clusters Score -6461925 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -6461934.500000 Penalty: 5491.526367
	Iteration 26Q: 3 clusters Score -6461934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -6461957.000000 Penalty: 5491.526367
	Iteration 27Q: 3 clusters Score -6461957 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -6461989.500000 Penalty: 5491.526367
	Iteration 28Q: 3 clusters Score -6461990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 63027 members 
Entering Unmasked Estep 
Score: -6461997.000000 Penalty: 5491.526367
	Iteration 29Q: 3 clusters Score -6461997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -6462001.500000 Penalty: 5491.526367
	Iteration 30Q: 3 clusters Score -6462002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
Score: -6462020.000000 Penalty: 5491.526367
	Iteration 31Q: 3 clusters Score -6462020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -6462008.500000 Penalty: 5491.526367
	Iteration 32Q: 3 clusters Score -6462008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -6462021.000000 Penalty: 5491.526367
	Iteration 33Q: 3 clusters Score -6462021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -6462015.000000 Penalty: 5491.526367
	Iteration 34Q: 3 clusters Score -6462015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -6462019.000000 Penalty: 5491.526367
	Iteration 35Q: 3 clusters Score -6462019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -6462026.500000 Penalty: 5491.526367
	Iteration 36Q: 3 clusters Score -6462026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -6462027.000000 Penalty: 5491.526367
	Iteration 37Q: 3 clusters Score -6462027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -6462023.000000 Penalty: 5491.526367
	Iteration 38Q: 3 clusters Score -6462023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -6462021.500000 Penalty: 5491.526367
	Iteration 39Q: 3 clusters Score -6462022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -6462029.000000 Penalty: 5491.526367
	Iteration 40F: 3 clusters Score -6462029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -6462037.000000 Penalty: 5491.526367
	Iteration 41Q: 3 clusters Score -6462037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -6462025.500000 Penalty: 5491.526367
	Iteration 42Q: 3 clusters Score -6462026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -6462033.000000 Penalty: 5491.526367
	Iteration 43Q: 3 clusters Score -6462033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -6462042.000000 Penalty: 5491.526367
	Iteration 44Q: 3 clusters Score -6462042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -6462045.000000 Penalty: 5491.526367
	Iteration 45Q: 3 clusters Score -6462045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -6462036.500000 Penalty: 5491.526367
	Iteration 46Q: 3 clusters Score -6462036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -6462052.500000 Penalty: 5491.526367
	Iteration 47Q: 3 clusters Score -6462052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -6462047.000000 Penalty: 5491.526367
	Iteration 48Q: 3 clusters Score -6462047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -6462052.500000 Penalty: 5491.526367
	Iteration 49Q: 3 clusters Score -6462052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -6462044.500000 Penalty: 5491.526367
	Iteration 50Q: 3 clusters Score -6462044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -6462044.500000 Penalty: 5491.526367
	Iteration 51F: 3 clusters Score -6462044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Entering Unmasked Estep 
Score: -1478546.625000 Penalty: 2385.857910
	Iteration 0F: 2 clusters Score -1478547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1467699.250000 Penalty: 4771.715820
	Iteration 0F: 3 clusters Score -1467699 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1471365.625000 Penalty: 4771.715820
	Iteration 1F: 3 clusters Score -1471366 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1471998.375000 Penalty: 4771.715820
	Iteration 2F: 3 clusters Score -1471998 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1472609.375000 Penalty: 4771.715820
	Iteration 3F: 3 clusters Score -1472609 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1473256.875000 Penalty: 4771.715820
	Iteration 4F: 3 clusters Score -1473257 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1473852.500000 Penalty: 4771.715820
	Iteration 5F: 3 clusters Score -1473852 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1474426.750000 Penalty: 4771.715820
	Iteration 6F: 3 clusters Score -1474427 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1474899.000000 Penalty: 4771.715820
	Iteration 7Q: 3 clusters Score -1474899 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1475277.000000 Penalty: 4771.715820
	Iteration 8Q: 3 clusters Score -1475277 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1475580.500000 Penalty: 4771.715820
	Iteration 9Q: 3 clusters Score -1475580 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1475852.125000 Penalty: 4771.715820
	Iteration 10Q: 3 clusters Score -1475852 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1476125.500000 Penalty: 4771.715820
	Iteration 11Q: 3 clusters Score -1476126 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1476408.375000 Penalty: 4771.715820
	Iteration 12Q: 3 clusters Score -1476408 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1476713.250000 Penalty: 4771.715820
	Iteration 13Q: 3 clusters Score -1476713 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1477071.250000 Penalty: 4771.715820
	Iteration 14Q: 3 clusters Score -1477071 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1477493.375000 Penalty: 4771.715820
	Iteration 15Q: 3 clusters Score -1477493 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1477778.375000 Penalty: 4771.715820
	Iteration 16Q: 3 clusters Score -1477778 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1477889.875000 Penalty: 4771.715820
	Iteration 17Q: 3 clusters Score -1477890 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1477935.750000 Penalty: 4771.715820
	Iteration 18Q: 3 clusters Score -1477936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1477966.000000 Penalty: 4771.715820
	Iteration 19Q: 3 clusters Score -1477966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1477982.375000 Penalty: 4771.715820
	Iteration 20F: 3 clusters Score -1477982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1477990.500000 Penalty: 4771.715820
	Iteration 21Q: 3 clusters Score -1477990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1477987.750000 Penalty: 4771.715820
	Iteration 22Q: 3 clusters Score -1477988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1477992.625000 Penalty: 4771.715820
	Iteration 23Q: 3 clusters Score -1477993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1477993.625000 Penalty: 4771.715820
	Iteration 24Q: 3 clusters Score -1477994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1477995.250000 Penalty: 4771.715820
	Iteration 25Q: 3 clusters Score -1477995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1477993.625000 Penalty: 4771.715820
	Iteration 26Q: 3 clusters Score -1477994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1477996.875000 Penalty: 4771.715820
	Iteration 27Q: 3 clusters Score -1477997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1477999.375000 Penalty: 4771.715820
	Iteration 28Q: 3 clusters Score -1477999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1477997.125000 Penalty: 4771.715820
	Iteration 29Q: 3 clusters Score -1477997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1477996.000000 Penalty: 4771.715820
	Iteration 30Q: 3 clusters Score -1477996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1477998.875000 Penalty: 4771.715820
	Iteration 31Q: 3 clusters Score -1477999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1477998.875000 Penalty: 4771.715820
	Iteration 32F: 3 clusters Score -1477999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Entering Unmasked Estep 
Score: -1656884.125000 Penalty: 2416.372070
	Iteration 0F: 2 clusters Score -1656884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1644721.500000 Penalty: 4832.744141
	Iteration 0F: 3 clusters Score -1644722 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1648760.750000 Penalty: 4832.744141
	Iteration 1F: 3 clusters Score -1648761 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1649411.375000 Penalty: 4832.744141
	Iteration 2F: 3 clusters Score -1649411 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1650361.625000 Penalty: 4832.744141
	Iteration 3F: 3 clusters Score -1650362 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1651543.250000 Penalty: 4832.744141
	Iteration 4F: 3 clusters Score -1651543 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1652630.375000 Penalty: 4832.744141
	Iteration 5F: 3 clusters Score -1652630 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1653419.000000 Penalty: 4832.744141
	Iteration 6F: 3 clusters Score -1653419 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1653930.125000 Penalty: 4832.744141
	Iteration 7F: 3 clusters Score -1653930 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1654264.250000 Penalty: 4832.744141
	Iteration 8Q: 3 clusters Score -1654264 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1654473.875000 Penalty: 4832.744141
	Iteration 9Q: 3 clusters Score -1654474 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1654610.250000 Penalty: 4832.744141
	Iteration 10Q: 3 clusters Score -1654610 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1654704.250000 Penalty: 4832.744141
	Iteration 11Q: 3 clusters Score -1654704 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1654791.125000 Penalty: 4832.744141
	Iteration 12Q: 3 clusters Score -1654791 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1654877.250000 Penalty: 4832.744141
	Iteration 13Q: 3 clusters Score -1654877 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1654935.250000 Penalty: 4832.744141
	Iteration 14Q: 3 clusters Score -1654935 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1655002.750000 Penalty: 4832.744141
	Iteration 15Q: 3 clusters Score -1655003 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1655079.000000 Penalty: 4832.744141
	Iteration 16Q: 3 clusters Score -1655079 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1655158.000000 Penalty: 4832.744141
	Iteration 17Q: 3 clusters Score -1655158 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1655241.000000 Penalty: 4832.744141
	Iteration 18Q: 3 clusters Score -1655241 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1655340.750000 Penalty: 4832.744141
	Iteration 19Q: 3 clusters Score -1655341 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1655426.250000 Penalty: 4832.744141
	Iteration 20F: 3 clusters Score -1655426 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1655509.875000 Penalty: 4832.744141
	Iteration 21Q: 3 clusters Score -1655510 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1655562.500000 Penalty: 4832.744141
	Iteration 22Q: 3 clusters Score -1655562 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1655610.000000 Penalty: 4832.744141
	Iteration 23Q: 3 clusters Score -1655610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1655644.125000 Penalty: 4832.744141
	Iteration 24Q: 3 clusters Score -1655644 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1655676.625000 Penalty: 4832.744141
	Iteration 25Q: 3 clusters Score -1655677 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1655711.125000 Penalty: 4832.744141
	Iteration 26Q: 3 clusters Score -1655711 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1655742.875000 Penalty: 4832.744141
	Iteration 27Q: 3 clusters Score -1655743 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1655768.875000 Penalty: 4832.744141
	Iteration 28Q: 3 clusters Score -1655769 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1655785.625000 Penalty: 4832.744141
	Iteration 29Q: 3 clusters Score -1655786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1655810.375000 Penalty: 4832.744141
	Iteration 30Q: 3 clusters Score -1655810 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1655842.625000 Penalty: 4832.744141
	Iteration 31Q: 3 clusters Score -1655843 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1655867.625000 Penalty: 4832.744141
	Iteration 32Q: 3 clusters Score -1655868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1655888.875000 Penalty: 4832.744141
	Iteration 33Q: 3 clusters Score -1655889 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1655908.375000 Penalty: 4832.744141
	Iteration 34Q: 3 clusters Score -1655908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1655930.625000 Penalty: 4832.744141
	Iteration 35Q: 3 clusters Score -1655931 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1655939.625000 Penalty: 4832.744141
	Iteration 36Q: 3 clusters Score -1655940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1655949.500000 Penalty: 4832.744141
	Iteration 37Q: 3 clusters Score -1655950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1655964.875000 Penalty: 4832.744141
	Iteration 38Q: 3 clusters Score -1655965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1655989.125000 Penalty: 4832.744141
	Iteration 39Q: 3 clusters Score -1655989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1656006.125000 Penalty: 4832.744141
	Iteration 40F: 3 clusters Score -1656006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1656019.625000 Penalty: 4832.744141
	Iteration 41Q: 3 clusters Score -1656020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1656030.625000 Penalty: 4832.744141
	Iteration 42Q: 3 clusters Score -1656031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1656051.375000 Penalty: 4832.744141
	Iteration 43Q: 3 clusters Score -1656051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1656071.000000 Penalty: 4832.744141
	Iteration 44Q: 3 clusters Score -1656071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1656078.125000 Penalty: 4832.744141
	Iteration 45Q: 3 clusters Score -1656078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1656096.500000 Penalty: 4832.744141
	Iteration 46Q: 3 clusters Score -1656096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1656109.750000 Penalty: 4832.744141
	Iteration 47Q: 3 clusters Score -1656110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1656122.000000 Penalty: 4832.744141
	Iteration 48Q: 3 clusters Score -1656122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1656122.125000 Penalty: 4832.744141
	Iteration 49Q: 3 clusters Score -1656122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1656130.875000 Penalty: 4832.744141
	Iteration 50Q: 3 clusters Score -1656131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1656143.125000 Penalty: 4832.744141
	Iteration 51Q: 3 clusters Score -1656143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1656154.125000 Penalty: 4832.744141
	Iteration 52Q: 3 clusters Score -1656154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1656164.750000 Penalty: 4832.744141
	Iteration 53Q: 3 clusters Score -1656165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1656168.375000 Penalty: 4832.744141
	Iteration 54Q: 3 clusters Score -1656168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1656166.875000 Penalty: 4832.744141
	Iteration 55Q: 3 clusters Score -1656167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1656170.125000 Penalty: 4832.744141
	Iteration 56Q: 3 clusters Score -1656170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1656169.750000 Penalty: 4832.744141
	Iteration 57Q: 3 clusters Score -1656170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1656173.625000 Penalty: 4832.744141
	Iteration 58Q: 3 clusters Score -1656174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1656174.500000 Penalty: 4832.744141
	Iteration 59Q: 3 clusters Score -1656174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1656176.625000 Penalty: 4832.744141
	Iteration 60F: 3 clusters Score -1656177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1656176.875000 Penalty: 4832.744141
	Iteration 61Q: 3 clusters Score -1656177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1656175.500000 Penalty: 4832.744141
	Iteration 62Q: 3 clusters Score -1656176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1656178.625000 Penalty: 4832.744141
	Iteration 63Q: 3 clusters Score -1656179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1656178.375000 Penalty: 4832.744141
	Iteration 64Q: 3 clusters Score -1656178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1656179.875000 Penalty: 4832.744141
	Iteration 65Q: 3 clusters Score -1656180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1656180.000000 Penalty: 4832.744141
	Iteration 66Q: 3 clusters Score -1656180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1656181.375000 Penalty: 4832.744141
	Iteration 67Q: 3 clusters Score -1656181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1656181.125000 Penalty: 4832.744141
	Iteration 68Q: 3 clusters Score -1656181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1656181.125000 Penalty: 4832.744141
	Iteration 69F: 3 clusters Score -1656181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Entering Unmasked Estep 
Score: -4079826.000000 Penalty: 2635.981201
	Iteration 0F: 2 clusters Score -4079826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -4052001.500000 Penalty: 5271.962402
	Iteration 0F: 3 clusters Score -4052002 nChanged 18868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -4063196.000000 Penalty: 5271.962402
	Iteration 1F: 3 clusters Score -4063196 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -4064715.750000 Penalty: 5271.962402
	Iteration 2F: 3 clusters Score -4064716 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -4066414.000000 Penalty: 5271.962402
	Iteration 3F: 3 clusters Score -4066414 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -4068269.000000 Penalty: 5271.962402
	Iteration 4F: 3 clusters Score -4068269 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -4070274.000000 Penalty: 5271.962402
	Iteration 5F: 3 clusters Score -4070274 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -4072192.750000 Penalty: 5271.962402
	Iteration 6F: 3 clusters Score -4072193 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -4074011.500000 Penalty: 5271.962402
	Iteration 7F: 3 clusters Score -4074012 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -4075488.000000 Penalty: 5271.962402
	Iteration 8Q: 3 clusters Score -4075488 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -4076464.500000 Penalty: 5271.962402
	Iteration 9Q: 3 clusters Score -4076464 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -4076933.250000 Penalty: 5271.962402
	Iteration 10Q: 3 clusters Score -4076933 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4077223.500000 Penalty: 5271.962402
	Iteration 11Q: 3 clusters Score -4077224 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4077412.750000 Penalty: 5271.962402
	Iteration 12Q: 3 clusters Score -4077413 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -4077540.500000 Penalty: 5271.962402
	Iteration 13Q: 3 clusters Score -4077540 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -4077623.750000 Penalty: 5271.962402
	Iteration 14Q: 3 clusters Score -4077624 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -4077710.000000 Penalty: 5271.962402
	Iteration 15Q: 3 clusters Score -4077710 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4077745.250000 Penalty: 5271.962402
	Iteration 16Q: 3 clusters Score -4077745 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -4077791.750000 Penalty: 5271.962402
	Iteration 17Q: 3 clusters Score -4077792 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -4077805.500000 Penalty: 5271.962402
	Iteration 18Q: 3 clusters Score -4077806 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4077821.500000 Penalty: 5271.962402
	Iteration 19Q: 3 clusters Score -4077822 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4077844.750000 Penalty: 5271.962402
	Iteration 20F: 3 clusters Score -4077845 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -4077864.500000 Penalty: 5271.962402
	Iteration 21Q: 3 clusters Score -4077864 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4077857.500000 Penalty: 5271.962402
	Iteration 22Q: 3 clusters Score -4077858 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -4077869.000000 Penalty: 5271.962402
	Iteration 23Q: 3 clusters Score -4077869 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -4077870.500000 Penalty: 5271.962402
	Iteration 24Q: 3 clusters Score -4077870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4077876.750000 Penalty: 5271.962402
	Iteration 25Q: 3 clusters Score -4077877 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -4077884.500000 Penalty: 5271.962402
	Iteration 26Q: 3 clusters Score -4077884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -4077894.000000 Penalty: 5271.962402
	Iteration 27Q: 3 clusters Score -4077894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -4077895.000000 Penalty: 5271.962402
	Iteration 28Q: 3 clusters Score -4077895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4077900.750000 Penalty: 5271.962402
	Iteration 29Q: 3 clusters Score -4077901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -4077908.000000 Penalty: 5271.962402
	Iteration 30Q: 3 clusters Score -4077908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -4077902.250000 Penalty: 5271.962402
	Iteration 31Q: 3 clusters Score -4077902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4077904.250000 Penalty: 5271.962402
	Iteration 32Q: 3 clusters Score -4077904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -4077913.250000 Penalty: 5271.962402
	Iteration 33Q: 3 clusters Score -4077913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -4077916.250000 Penalty: 5271.962402
	Iteration 34Q: 3 clusters Score -4077916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -4077913.000000 Penalty: 5271.962402
	Iteration 35Q: 3 clusters Score -4077913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -4077922.500000 Penalty: 5271.962402
	Iteration 36Q: 3 clusters Score -4077922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4077919.750000 Penalty: 5271.962402
	Iteration 37Q: 3 clusters Score -4077920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4077914.750000 Penalty: 5271.962402
	Iteration 38Q: 3 clusters Score -4077915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -4077920.250000 Penalty: 5271.962402
	Iteration 39Q: 3 clusters Score -4077920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -4077920.500000 Penalty: 5271.962402
	Iteration 40F: 3 clusters Score -4077920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -4077920.750000 Penalty: 5271.962402
	Iteration 41Q: 3 clusters Score -4077921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -4077931.750000 Penalty: 5271.962402
	Iteration 42Q: 3 clusters Score -4077932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -4077931.500000 Penalty: 5271.962402
	Iteration 43Q: 3 clusters Score -4077932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -4077929.500000 Penalty: 5271.962402
	Iteration 44Q: 3 clusters Score -4077930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -4077930.500000 Penalty: 5271.962402
	Iteration 45Q: 3 clusters Score -4077930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4077933.500000 Penalty: 5271.962402
	Iteration 46Q: 3 clusters Score -4077934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -4077943.500000 Penalty: 5271.962402
	Iteration 47Q: 3 clusters Score -4077944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4077928.500000 Penalty: 5271.962402
	Iteration 48Q: 3 clusters Score -4077928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -4077936.750000 Penalty: 5271.962402
	Iteration 49Q: 3 clusters Score -4077937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -4077940.250000 Penalty: 5271.962402
	Iteration 50Q: 3 clusters Score -4077940 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -4077957.750000 Penalty: 5271.962402
	Iteration 51Q: 3 clusters Score -4077958 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4077967.000000 Penalty: 5271.962402
	Iteration 52Q: 3 clusters Score -4077967 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4077970.500000 Penalty: 5271.962402
	Iteration 53Q: 3 clusters Score -4077970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -4077977.000000 Penalty: 5271.962402
	Iteration 54Q: 3 clusters Score -4077977 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -4077988.250000 Penalty: 5271.962402
	Iteration 55Q: 3 clusters Score -4077988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -4077999.250000 Penalty: 5271.962402
	Iteration 56Q: 3 clusters Score -4077999 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4078003.500000 Penalty: 5271.962402
	Iteration 57Q: 3 clusters Score -4078004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -4078015.000000 Penalty: 5271.962402
	Iteration 58Q: 3 clusters Score -4078015 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -4078019.500000 Penalty: 5271.962402
	Iteration 59Q: 3 clusters Score -4078020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -4078029.000000 Penalty: 5271.962402
	Iteration 60F: 3 clusters Score -4078029 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4078046.000000 Penalty: 5271.962402
	Iteration 61Q: 3 clusters Score -4078046 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -4078062.000000 Penalty: 5271.962402
	Iteration 62Q: 3 clusters Score -4078062 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -4078086.500000 Penalty: 5271.962402
	Iteration 63Q: 3 clusters Score -4078086 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4078100.000000 Penalty: 5271.962402
	Iteration 64Q: 3 clusters Score -4078100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -4078108.250000 Penalty: 5271.962402
	Iteration 65Q: 3 clusters Score -4078108 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4078126.500000 Penalty: 5271.962402
	Iteration 66Q: 3 clusters Score -4078126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -4078125.000000 Penalty: 5271.962402
	Iteration 67Q: 3 clusters Score -4078125 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -4078130.250000 Penalty: 5271.962402
	Iteration 68Q: 3 clusters Score -4078130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -4078135.000000 Penalty: 5271.962402
	Iteration 69Q: 3 clusters Score -4078135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -4078141.750000 Penalty: 5271.962402
	Iteration 70Q: 3 clusters Score -4078142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -4078155.750000 Penalty: 5271.962402
	Iteration 71Q: 3 clusters Score -4078156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -4078171.750000 Penalty: 5271.962402
	Iteration 72Q: 3 clusters Score -4078172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -4078162.000000 Penalty: 5271.962402
	Iteration 73Q: 3 clusters Score -4078162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -4078172.750000 Penalty: 5271.962402
	Iteration 74Q: 3 clusters Score -4078173 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -4078173.750000 Penalty: 5271.962402
	Iteration 75Q: 3 clusters Score -4078174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -4078181.500000 Penalty: 5271.962402
	Iteration 76Q: 3 clusters Score -4078182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -4078179.500000 Penalty: 5271.962402
	Iteration 77Q: 3 clusters Score -4078180 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -4078197.250000 Penalty: 5271.962402
	Iteration 78Q: 3 clusters Score -4078197 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -4078198.500000 Penalty: 5271.962402
	Iteration 79Q: 3 clusters Score -4078198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4078225.750000 Penalty: 5271.962402
	Iteration 80F: 3 clusters Score -4078226 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -4078242.250000 Penalty: 5271.962402
	Iteration 81Q: 3 clusters Score -4078242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4078253.750000 Penalty: 5271.962402
	Iteration 82Q: 3 clusters Score -4078254 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -4078251.000000 Penalty: 5271.962402
	Iteration 83Q: 3 clusters Score -4078251 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -4078261.000000 Penalty: 5271.962402
	Iteration 84Q: 3 clusters Score -4078261 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -4078284.000000 Penalty: 5271.962402
	Iteration 85Q: 3 clusters Score -4078284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -4078304.000000 Penalty: 5271.962402
	Iteration 86Q: 3 clusters Score -4078304 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -4078311.750000 Penalty: 5271.962402
	Iteration 87Q: 3 clusters Score -4078312 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -4078340.500000 Penalty: 5271.962402
	Iteration 88Q: 3 clusters Score -4078340 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -4078369.000000 Penalty: 5271.962402
	Iteration 89Q: 3 clusters Score -4078369 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4078398.750000 Penalty: 5271.962402
	Iteration 90Q: 3 clusters Score -4078399 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -4078397.750000 Penalty: 5271.962402
	Iteration 91Q: 3 clusters Score -4078398 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4078410.750000 Penalty: 5271.962402
	Iteration 92Q: 3 clusters Score -4078411 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -4078426.000000 Penalty: 5271.962402
	Iteration 93Q: 3 clusters Score -4078426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -4078439.500000 Penalty: 5271.962402
	Iteration 94Q: 3 clusters Score -4078440 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -4078455.250000 Penalty: 5271.962402
	Iteration 95Q: 3 clusters Score -4078455 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -4078454.750000 Penalty: 5271.962402
	Iteration 96Q: 3 clusters Score -4078455 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -4078472.750000 Penalty: 5271.962402
	Iteration 97Q: 3 clusters Score -4078473 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -4078472.500000 Penalty: 5271.962402
	Iteration 98Q: 3 clusters Score -4078472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -4078482.000000 Penalty: 5271.962402
	Iteration 99Q: 3 clusters Score -4078482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -4078488.500000 Penalty: 5271.962402
	Iteration 100F: 3 clusters Score -4078488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -4078491.750000 Penalty: 5271.962402
	Iteration 101Q: 3 clusters Score -4078492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -4078507.000000 Penalty: 5271.962402
	Iteration 102Q: 3 clusters Score -4078507 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -4078511.000000 Penalty: 5271.962402
	Iteration 103Q: 3 clusters Score -4078511 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -4078533.500000 Penalty: 5271.962402
	Iteration 104Q: 3 clusters Score -4078534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -4078539.500000 Penalty: 5271.962402
	Iteration 105Q: 3 clusters Score -4078540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -4078548.500000 Penalty: 5271.962402
	Iteration 106Q: 3 clusters Score -4078548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -4078575.000000 Penalty: 5271.962402
	Iteration 107Q: 3 clusters Score -4078575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -4078584.750000 Penalty: 5271.962402
	Iteration 108Q: 3 clusters Score -4078585 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -4078596.000000 Penalty: 5271.962402
	Iteration 109Q: 3 clusters Score -4078596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -4078595.750000 Penalty: 5271.962402
	Iteration 110Q: 3 clusters Score -4078596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -4078603.500000 Penalty: 5271.962402
	Iteration 111Q: 3 clusters Score -4078604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -4078604.500000 Penalty: 5271.962402
	Iteration 112Q: 3 clusters Score -4078604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -4078608.500000 Penalty: 5271.962402
	Iteration 113Q: 3 clusters Score -4078608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -4078603.000000 Penalty: 5271.962402
	Iteration 114Q: 3 clusters Score -4078603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -4078610.000000 Penalty: 5271.962402
	Iteration 115Q: 3 clusters Score -4078610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -4078616.750000 Penalty: 5271.962402
	Iteration 116Q: 3 clusters Score -4078617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -4078621.000000 Penalty: 5271.962402
	Iteration 117Q: 3 clusters Score -4078621 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -4078624.250000 Penalty: 5271.962402
	Iteration 118Q: 3 clusters Score -4078624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -4078632.750000 Penalty: 5271.962402
	Iteration 119Q: 3 clusters Score -4078633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -4078650.250000 Penalty: 5271.962402
	Iteration 120F: 3 clusters Score -4078650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -4078649.500000 Penalty: 5271.962402
	Iteration 121Q: 3 clusters Score -4078650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -4078658.000000 Penalty: 5271.962402
	Iteration 122Q: 3 clusters Score -4078658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -4078674.500000 Penalty: 5271.962402
	Iteration 123Q: 3 clusters Score -4078674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -4078697.000000 Penalty: 5271.962402
	Iteration 124Q: 3 clusters Score -4078697 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -4078699.500000 Penalty: 5271.962402
	Iteration 125Q: 3 clusters Score -4078700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -4078709.500000 Penalty: 5271.962402
	Iteration 126Q: 3 clusters Score -4078710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -4078709.250000 Penalty: 5271.962402
	Iteration 127Q: 3 clusters Score -4078709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -4078724.750000 Penalty: 5271.962402
	Iteration 128Q: 3 clusters Score -4078725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -4078735.500000 Penalty: 5271.962402
	Iteration 129Q: 3 clusters Score -4078736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -4078734.500000 Penalty: 5271.962402
	Iteration 130Q: 3 clusters Score -4078734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -4078744.000000 Penalty: 5271.962402
	Iteration 131Q: 3 clusters Score -4078744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -4078751.750000 Penalty: 5271.962402
	Iteration 132Q: 3 clusters Score -4078752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -4078750.000000 Penalty: 5271.962402
	Iteration 133Q: 3 clusters Score -4078750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -4078751.500000 Penalty: 5271.962402
	Iteration 134Q: 3 clusters Score -4078752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -4078759.000000 Penalty: 5271.962402
	Iteration 135Q: 3 clusters Score -4078759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -4078759.250000 Penalty: 5271.962402
	Iteration 136Q: 3 clusters Score -4078759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4078761.750000 Penalty: 5271.962402
	Iteration 137Q: 3 clusters Score -4078762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -4078764.000000 Penalty: 5271.962402
	Iteration 138Q: 3 clusters Score -4078764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -4078768.250000 Penalty: 5271.962402
	Iteration 139Q: 3 clusters Score -4078768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -4078769.000000 Penalty: 5271.962402
	Iteration 140F: 3 clusters Score -4078769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -4078772.250000 Penalty: 5271.962402
	Iteration 141Q: 3 clusters Score -4078772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -4078772.750000 Penalty: 5271.962402
	Iteration 142Q: 3 clusters Score -4078773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -4078780.750000 Penalty: 5271.962402
	Iteration 143Q: 3 clusters Score -4078781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -4078780.250000 Penalty: 5271.962402
	Iteration 144Q: 3 clusters Score -4078780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -4078774.000000 Penalty: 5271.962402
	Iteration 145Q: 3 clusters Score -4078774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -4078772.250000 Penalty: 5271.962402
	Iteration 146Q: 3 clusters Score -4078772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -4078771.000000 Penalty: 5271.962402
	Iteration 147Q: 3 clusters Score -4078771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -4078774.750000 Penalty: 5271.962402
	Iteration 148Q: 3 clusters Score -4078775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -4078778.250000 Penalty: 5271.962402
	Iteration 149Q: 3 clusters Score -4078778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -4078778.750000 Penalty: 5271.962402
	Iteration 150Q: 3 clusters Score -4078779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -4078778.750000 Penalty: 5271.962402
	Iteration 151F: 3 clusters Score -4078779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Entering Unmasked Estep 
Score: -1971869.625000 Penalty: 2457.313965
	Iteration 0F: 2 clusters Score -1971870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1957815.500000 Penalty: 4914.627930
	Iteration 0F: 3 clusters Score -1957816 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1962483.625000 Penalty: 4914.627930
	Iteration 1F: 3 clusters Score -1962484 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1962871.125000 Penalty: 4914.627930
	Iteration 2F: 3 clusters Score -1962871 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1963240.000000 Penalty: 4914.627930
	Iteration 3Q: 3 clusters Score -1963240 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1963628.250000 Penalty: 4914.627930
	Iteration 4Q: 3 clusters Score -1963628 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1964068.500000 Penalty: 4914.627930
	Iteration 5Q: 3 clusters Score -1964068 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1964589.750000 Penalty: 4914.627930
	Iteration 6F: 3 clusters Score -1964590 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1965237.125000 Penalty: 4914.627930
	Iteration 7F: 3 clusters Score -1965237 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1965967.000000 Penalty: 4914.627930
	Iteration 8F: 3 clusters Score -1965967 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1966713.625000 Penalty: 4914.627930
	Iteration 9F: 3 clusters Score -1966714 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1967482.625000 Penalty: 4914.627930
	Iteration 10Q: 3 clusters Score -1967483 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1968188.500000 Penalty: 4914.627930
	Iteration 11Q: 3 clusters Score -1968188 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1968865.125000 Penalty: 4914.627930
	Iteration 12Q: 3 clusters Score -1968865 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1969233.875000 Penalty: 4914.627930
	Iteration 13Q: 3 clusters Score -1969234 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1969456.250000 Penalty: 4914.627930
	Iteration 14Q: 3 clusters Score -1969456 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1969578.500000 Penalty: 4914.627930
	Iteration 15Q: 3 clusters Score -1969578 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1969640.000000 Penalty: 4914.627930
	Iteration 16Q: 3 clusters Score -1969640 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1969676.375000 Penalty: 4914.627930
	Iteration 17Q: 3 clusters Score -1969676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1969692.750000 Penalty: 4914.627930
	Iteration 18Q: 3 clusters Score -1969693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1969711.250000 Penalty: 4914.627930
	Iteration 19Q: 3 clusters Score -1969711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1969723.875000 Penalty: 4914.627930
	Iteration 20F: 3 clusters Score -1969724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1969739.750000 Penalty: 4914.627930
	Iteration 21Q: 3 clusters Score -1969740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1969750.000000 Penalty: 4914.627930
	Iteration 22Q: 3 clusters Score -1969750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1969760.125000 Penalty: 4914.627930
	Iteration 23Q: 3 clusters Score -1969760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1969765.125000 Penalty: 4914.627930
	Iteration 24Q: 3 clusters Score -1969765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1969772.000000 Penalty: 4914.627930
	Iteration 25Q: 3 clusters Score -1969772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1969773.000000 Penalty: 4914.627930
	Iteration 26Q: 3 clusters Score -1969773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1969778.500000 Penalty: 4914.627930
	Iteration 27Q: 3 clusters Score -1969778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1969787.625000 Penalty: 4914.627930
	Iteration 28Q: 3 clusters Score -1969788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1969785.625000 Penalty: 4914.627930
	Iteration 29Q: 3 clusters Score -1969786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1969788.875000 Penalty: 4914.627930
	Iteration 30Q: 3 clusters Score -1969789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1969792.625000 Penalty: 4914.627930
	Iteration 31Q: 3 clusters Score -1969793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1969795.750000 Penalty: 4914.627930
	Iteration 32Q: 3 clusters Score -1969796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1969794.250000 Penalty: 4914.627930
	Iteration 33Q: 3 clusters Score -1969794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1969796.500000 Penalty: 4914.627930
	Iteration 34Q: 3 clusters Score -1969796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1969797.875000 Penalty: 4914.627930
	Iteration 35Q: 3 clusters Score -1969798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1969797.875000 Penalty: 4914.627930
	Iteration 36F: 3 clusters Score -1969798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Entering Unmasked Estep 
Score: -2240296.000000 Penalty: 2507.877930
	Iteration 0F: 2 clusters Score -2240296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2223327.250000 Penalty: 5015.755859
	Iteration 0F: 3 clusters Score -2223327 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2229634.250000 Penalty: 5015.755859
	Iteration 1F: 3 clusters Score -2229634 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2230499.500000 Penalty: 5015.755859
	Iteration 2F: 3 clusters Score -2230500 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2231323.750000 Penalty: 5015.755859
	Iteration 3F: 3 clusters Score -2231324 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2232128.250000 Penalty: 5015.755859
	Iteration 4F: 3 clusters Score -2232128 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2232986.250000 Penalty: 5015.755859
	Iteration 5F: 3 clusters Score -2232986 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2233776.250000 Penalty: 5015.755859
	Iteration 6F: 3 clusters Score -2233776 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2234501.500000 Penalty: 5015.755859
	Iteration 7Q: 3 clusters Score -2234502 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2235105.250000 Penalty: 5015.755859
	Iteration 8Q: 3 clusters Score -2235105 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2235623.000000 Penalty: 5015.755859
	Iteration 9Q: 3 clusters Score -2235623 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2236057.000000 Penalty: 5015.755859
	Iteration 10Q: 3 clusters Score -2236057 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2236465.500000 Penalty: 5015.755859
	Iteration 11Q: 3 clusters Score -2236466 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2236806.750000 Penalty: 5015.755859
	Iteration 12Q: 3 clusters Score -2236807 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2237109.500000 Penalty: 5015.755859
	Iteration 13Q: 3 clusters Score -2237110 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2237356.750000 Penalty: 5015.755859
	Iteration 14Q: 3 clusters Score -2237357 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2237553.000000 Penalty: 5015.755859
	Iteration 15Q: 3 clusters Score -2237553 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2237709.500000 Penalty: 5015.755859
	Iteration 16Q: 3 clusters Score -2237710 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2237813.000000 Penalty: 5015.755859
	Iteration 17Q: 3 clusters Score -2237813 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2237907.000000 Penalty: 5015.755859
	Iteration 18Q: 3 clusters Score -2237907 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2237970.250000 Penalty: 5015.755859
	Iteration 19Q: 3 clusters Score -2237970 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2238024.500000 Penalty: 5015.755859
	Iteration 20F: 3 clusters Score -2238024 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2238076.500000 Penalty: 5015.755859
	Iteration 21Q: 3 clusters Score -2238076 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2238128.750000 Penalty: 5015.755859
	Iteration 22Q: 3 clusters Score -2238129 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2238153.000000 Penalty: 5015.755859
	Iteration 23Q: 3 clusters Score -2238153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2238174.000000 Penalty: 5015.755859
	Iteration 24Q: 3 clusters Score -2238174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2238195.750000 Penalty: 5015.755859
	Iteration 25Q: 3 clusters Score -2238196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2238209.250000 Penalty: 5015.755859
	Iteration 26Q: 3 clusters Score -2238209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2238213.500000 Penalty: 5015.755859
	Iteration 27Q: 3 clusters Score -2238214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2238231.000000 Penalty: 5015.755859
	Iteration 28Q: 3 clusters Score -2238231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2238240.750000 Penalty: 5015.755859
	Iteration 29Q: 3 clusters Score -2238241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2238250.500000 Penalty: 5015.755859
	Iteration 30Q: 3 clusters Score -2238250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2238252.750000 Penalty: 5015.755859
	Iteration 31Q: 3 clusters Score -2238253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2238263.250000 Penalty: 5015.755859
	Iteration 32Q: 3 clusters Score -2238263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2238271.250000 Penalty: 5015.755859
	Iteration 33Q: 3 clusters Score -2238271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2238281.750000 Penalty: 5015.755859
	Iteration 34Q: 3 clusters Score -2238282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2238284.500000 Penalty: 5015.755859
	Iteration 35Q: 3 clusters Score -2238284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2238286.000000 Penalty: 5015.755859
	Iteration 36Q: 3 clusters Score -2238286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2238286.250000 Penalty: 5015.755859
	Iteration 37Q: 3 clusters Score -2238286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2238292.250000 Penalty: 5015.755859
	Iteration 38Q: 3 clusters Score -2238292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2238296.250000 Penalty: 5015.755859
	Iteration 39Q: 3 clusters Score -2238296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2238300.500000 Penalty: 5015.755859
	Iteration 40F: 3 clusters Score -2238300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2238305.500000 Penalty: 5015.755859
	Iteration 41Q: 3 clusters Score -2238306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2238310.000000 Penalty: 5015.755859
	Iteration 42Q: 3 clusters Score -2238310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2238311.500000 Penalty: 5015.755859
	Iteration 43Q: 3 clusters Score -2238312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2238311.750000 Penalty: 5015.755859
	Iteration 44Q: 3 clusters Score -2238312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2238321.000000 Penalty: 5015.755859
	Iteration 45Q: 3 clusters Score -2238321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2238324.250000 Penalty: 5015.755859
	Iteration 46Q: 3 clusters Score -2238324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2238324.000000 Penalty: 5015.755859
	Iteration 47Q: 3 clusters Score -2238324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2238328.000000 Penalty: 5015.755859
	Iteration 48Q: 3 clusters Score -2238328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2238329.500000 Penalty: 5015.755859
	Iteration 49Q: 3 clusters Score -2238330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2238328.250000 Penalty: 5015.755859
	Iteration 50Q: 3 clusters Score -2238328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2238331.250000 Penalty: 5015.755859
	Iteration 51Q: 3 clusters Score -2238331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2238331.000000 Penalty: 5015.755859
	Iteration 52Q: 3 clusters Score -2238331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2238332.000000 Penalty: 5015.755859
	Iteration 53Q: 3 clusters Score -2238332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2238335.750000 Penalty: 5015.755859
	Iteration 54Q: 3 clusters Score -2238336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2238337.750000 Penalty: 5015.755859
	Iteration 55Q: 3 clusters Score -2238338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2238345.250000 Penalty: 5015.755859
	Iteration 56Q: 3 clusters Score -2238345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2238347.500000 Penalty: 5015.755859
	Iteration 57Q: 3 clusters Score -2238348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2238351.250000 Penalty: 5015.755859
	Iteration 58Q: 3 clusters Score -2238351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2238355.250000 Penalty: 5015.755859
	Iteration 59Q: 3 clusters Score -2238355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2238366.500000 Penalty: 5015.755859
	Iteration 60F: 3 clusters Score -2238366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2238369.250000 Penalty: 5015.755859
	Iteration 61Q: 3 clusters Score -2238369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2238367.750000 Penalty: 5015.755859
	Iteration 62Q: 3 clusters Score -2238368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2238371.750000 Penalty: 5015.755859
	Iteration 63Q: 3 clusters Score -2238372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2238373.750000 Penalty: 5015.755859
	Iteration 64Q: 3 clusters Score -2238374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2238375.750000 Penalty: 5015.755859
	Iteration 65Q: 3 clusters Score -2238376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2238376.000000 Penalty: 5015.755859
	Iteration 66Q: 3 clusters Score -2238376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2238380.750000 Penalty: 5015.755859
	Iteration 67Q: 3 clusters Score -2238381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2238382.500000 Penalty: 5015.755859
	Iteration 68Q: 3 clusters Score -2238382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2238382.750000 Penalty: 5015.755859
	Iteration 69Q: 3 clusters Score -2238383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2238385.000000 Penalty: 5015.755859
	Iteration 70Q: 3 clusters Score -2238385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2238386.000000 Penalty: 5015.755859
	Iteration 71Q: 3 clusters Score -2238386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2238389.250000 Penalty: 5015.755859
	Iteration 72Q: 3 clusters Score -2238389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2238393.750000 Penalty: 5015.755859
	Iteration 73Q: 3 clusters Score -2238394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2238398.250000 Penalty: 5015.755859
	Iteration 74Q: 3 clusters Score -2238398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2238399.250000 Penalty: 5015.755859
	Iteration 75Q: 3 clusters Score -2238399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2238405.000000 Penalty: 5015.755859
	Iteration 76Q: 3 clusters Score -2238405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2238404.500000 Penalty: 5015.755859
	Iteration 77Q: 3 clusters Score -2238404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2238402.000000 Penalty: 5015.755859
	Iteration 78Q: 3 clusters Score -2238402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2238405.500000 Penalty: 5015.755859
	Iteration 79Q: 3 clusters Score -2238406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2238404.000000 Penalty: 5015.755859
	Iteration 80F: 3 clusters Score -2238404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2238405.750000 Penalty: 5015.755859
	Iteration 81Q: 3 clusters Score -2238406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2238407.250000 Penalty: 5015.755859
	Iteration 82Q: 3 clusters Score -2238407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2238407.250000 Penalty: 5015.755859
	Iteration 83F: 3 clusters Score -2238407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Entering Unmasked Estep 
Score: -2460176.000000 Penalty: 2500.742676
	Iteration 0F: 2 clusters Score -2460176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2443617.250000 Penalty: 5001.485352
	Iteration 0F: 3 clusters Score -2443617 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2449245.250000 Penalty: 5001.485352
	Iteration 1F: 3 clusters Score -2449245 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2449612.250000 Penalty: 5001.485352
	Iteration 2Q: 3 clusters Score -2449612 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2449934.250000 Penalty: 5001.485352
	Iteration 3Q: 3 clusters Score -2449934 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2450219.500000 Penalty: 5001.485352
	Iteration 4Q: 3 clusters Score -2450220 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2450497.750000 Penalty: 5001.485352
	Iteration 5Q: 3 clusters Score -2450498 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2450839.000000 Penalty: 5001.485352
	Iteration 6Q: 3 clusters Score -2450839 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2451271.750000 Penalty: 5001.485352
	Iteration 7Q: 3 clusters Score -2451272 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2451786.250000 Penalty: 5001.485352
	Iteration 8Q: 3 clusters Score -2451786 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2452487.750000 Penalty: 5001.485352
	Iteration 9F: 3 clusters Score -2452488 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2453447.500000 Penalty: 5001.485352
	Iteration 10F: 3 clusters Score -2453448 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2454601.250000 Penalty: 5001.485352
	Iteration 11F: 3 clusters Score -2454601 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2455730.250000 Penalty: 5001.485352
	Iteration 12Q: 3 clusters Score -2455730 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2456579.750000 Penalty: 5001.485352
	Iteration 13Q: 3 clusters Score -2456580 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2457035.250000 Penalty: 5001.485352
	Iteration 14Q: 3 clusters Score -2457035 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2457265.750000 Penalty: 5001.485352
	Iteration 15Q: 3 clusters Score -2457266 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2457370.500000 Penalty: 5001.485352
	Iteration 16Q: 3 clusters Score -2457370 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2457465.250000 Penalty: 5001.485352
	Iteration 17Q: 3 clusters Score -2457465 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2457526.500000 Penalty: 5001.485352
	Iteration 18Q: 3 clusters Score -2457526 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2457593.250000 Penalty: 5001.485352
	Iteration 19Q: 3 clusters Score -2457593 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2457647.500000 Penalty: 5001.485352
	Iteration 20F: 3 clusters Score -2457648 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2457693.500000 Penalty: 5001.485352
	Iteration 21Q: 3 clusters Score -2457694 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2457728.500000 Penalty: 5001.485352
	Iteration 22Q: 3 clusters Score -2457728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2457764.500000 Penalty: 5001.485352
	Iteration 23Q: 3 clusters Score -2457764 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2457786.750000 Penalty: 5001.485352
	Iteration 24Q: 3 clusters Score -2457787 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2457810.000000 Penalty: 5001.485352
	Iteration 25Q: 3 clusters Score -2457810 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2457846.750000 Penalty: 5001.485352
	Iteration 26Q: 3 clusters Score -2457847 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2457873.000000 Penalty: 5001.485352
	Iteration 27Q: 3 clusters Score -2457873 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2457887.000000 Penalty: 5001.485352
	Iteration 28Q: 3 clusters Score -2457887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2457908.250000 Penalty: 5001.485352
	Iteration 29Q: 3 clusters Score -2457908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2457927.500000 Penalty: 5001.485352
	Iteration 30Q: 3 clusters Score -2457928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2457946.000000 Penalty: 5001.485352
	Iteration 31Q: 3 clusters Score -2457946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2457961.250000 Penalty: 5001.485352
	Iteration 32Q: 3 clusters Score -2457961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2457965.000000 Penalty: 5001.485352
	Iteration 33Q: 3 clusters Score -2457965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2457973.750000 Penalty: 5001.485352
	Iteration 34Q: 3 clusters Score -2457974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2457985.500000 Penalty: 5001.485352
	Iteration 35Q: 3 clusters Score -2457986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2458000.500000 Penalty: 5001.485352
	Iteration 36Q: 3 clusters Score -2458000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2458013.000000 Penalty: 5001.485352
	Iteration 37Q: 3 clusters Score -2458013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2458019.250000 Penalty: 5001.485352
	Iteration 38Q: 3 clusters Score -2458019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2458030.000000 Penalty: 5001.485352
	Iteration 39Q: 3 clusters Score -2458030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2458036.500000 Penalty: 5001.485352
	Iteration 40F: 3 clusters Score -2458036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2458045.500000 Penalty: 5001.485352
	Iteration 41Q: 3 clusters Score -2458046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2458058.750000 Penalty: 5001.485352
	Iteration 42Q: 3 clusters Score -2458059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2458066.000000 Penalty: 5001.485352
	Iteration 43Q: 3 clusters Score -2458066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2458077.000000 Penalty: 5001.485352
	Iteration 44Q: 3 clusters Score -2458077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2458082.750000 Penalty: 5001.485352
	Iteration 45Q: 3 clusters Score -2458083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2458093.250000 Penalty: 5001.485352
	Iteration 46Q: 3 clusters Score -2458093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2458097.250000 Penalty: 5001.485352
	Iteration 47Q: 3 clusters Score -2458097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2458099.500000 Penalty: 5001.485352
	Iteration 48Q: 3 clusters Score -2458100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2458102.750000 Penalty: 5001.485352
	Iteration 49Q: 3 clusters Score -2458103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2458108.500000 Penalty: 5001.485352
	Iteration 50Q: 3 clusters Score -2458108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2458111.250000 Penalty: 5001.485352
	Iteration 51Q: 3 clusters Score -2458111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2458117.250000 Penalty: 5001.485352
	Iteration 52Q: 3 clusters Score -2458117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2458117.250000 Penalty: 5001.485352
	Iteration 53Q: 3 clusters Score -2458117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2458117.250000 Penalty: 5001.485352
	Iteration 54Q: 3 clusters Score -2458117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2458117.750000 Penalty: 5001.485352
	Iteration 55Q: 3 clusters Score -2458118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2458114.500000 Penalty: 5001.485352
	Iteration 56Q: 3 clusters Score -2458114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2458117.000000 Penalty: 5001.485352
	Iteration 57Q: 3 clusters Score -2458117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2458124.500000 Penalty: 5001.485352
	Iteration 58Q: 3 clusters Score -2458124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2458127.250000 Penalty: 5001.485352
	Iteration 59Q: 3 clusters Score -2458127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2458131.250000 Penalty: 5001.485352
	Iteration 60F: 3 clusters Score -2458131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2458130.000000 Penalty: 5001.485352
	Iteration 61Q: 3 clusters Score -2458130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2458135.500000 Penalty: 5001.485352
	Iteration 62Q: 3 clusters Score -2458136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2458139.500000 Penalty: 5001.485352
	Iteration 63Q: 3 clusters Score -2458140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2458136.000000 Penalty: 5001.485352
	Iteration 64Q: 3 clusters Score -2458136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2458136.250000 Penalty: 5001.485352
	Iteration 65Q: 3 clusters Score -2458136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2458136.250000 Penalty: 5001.485352
	Iteration 66F: 3 clusters Score -2458136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Entering Unmasked Estep 
Score: -960952.625000 Penalty: 2280.290283
	Iteration 0F: 2 clusters Score -960952.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -953448.562500 Penalty: 4560.580566
	Iteration 0F: 3 clusters Score -953448.6 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -955620.687500 Penalty: 4560.580566
	Iteration 1F: 3 clusters Score -955620.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -955993.062500 Penalty: 4560.580566
	Iteration 2F: 3 clusters Score -955993.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -956299.562500 Penalty: 4560.580566
	Iteration 3F: 3 clusters Score -956299.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -956608.812500 Penalty: 4560.580566
	Iteration 4F: 3 clusters Score -956608.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -956947.937500 Penalty: 4560.580566
	Iteration 5Q: 3 clusters Score -956947.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -957346.562500 Penalty: 4560.580566
	Iteration 6F: 3 clusters Score -957346.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -957772.125000 Penalty: 4560.580566
	Iteration 7F: 3 clusters Score -957772.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -958257.000000 Penalty: 4560.580566
	Iteration 8F: 3 clusters Score -958257 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -958896.750000 Penalty: 4560.580566
	Iteration 9F: 3 clusters Score -958896.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -959755.812500 Penalty: 4560.580566
	Iteration 10F: 3 clusters Score -959755.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -960418.437500 Penalty: 4560.580566
	Iteration 11F: 3 clusters Score -960418.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -960804.937500 Penalty: 4560.580566
	Iteration 12Q: 3 clusters Score -960804.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -960968.250000 Penalty: 4560.580566
	Iteration 13Q: 3 clusters Score -960968.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -961034.125000 Penalty: 4560.580566
	Iteration 14Q: 3 clusters Score -961034.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -961064.125000 Penalty: 4560.580566
	Iteration 15Q: 3 clusters Score -961064.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -961074.312500 Penalty: 4560.580566
	Iteration 16Q: 3 clusters Score -961074.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -961077.625000 Penalty: 4560.580566
	Iteration 17Q: 3 clusters Score -961077.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -961080.312500 Penalty: 4560.580566
	Iteration 18Q: 3 clusters Score -961080.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -961081.500000 Penalty: 4560.580566
	Iteration 19Q: 3 clusters Score -961081.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -961083.187500 Penalty: 4560.580566
	Iteration 20F: 3 clusters Score -961083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -961083.312500 Penalty: 4560.580566
	Iteration 21Q: 3 clusters Score -961083.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -961083.750000 Penalty: 4560.580566
	Iteration 22Q: 3 clusters Score -961083.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -961083.750000 Penalty: 4560.580566
	Iteration 23F: 3 clusters Score -961083.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201796 members 
Mstep: Class 2 contains 213942 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 64320 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24647 members 
Mstep: Class 12 contains 23948 members 
Mstep: Class 13 contains 6286 members 
Mstep: Class 14 contains 161942 members 
Mstep: Class 15 contains 48375 members 
Mstep: Class 16 contains 235822 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24257 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232452 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14912 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70650 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42968 members 
Mstep: Class 35 contains 3559 members 
Entering Unmasked Estep 
Score: -157152672.000000 Penalty: 124097.632812
Splitting cluster 13 changes total score from -157153680.000000 to -157152672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (161942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161942 members 
Entering Unmasked Estep 
Score: -16432514.000000 Penalty: 2974.758301
	Iteration 0F: 2 clusters Score -1.643251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -16324043.000000 Penalty: 5949.516602
	Iteration 0F: 3 clusters Score -1.632404e+07 nChanged 77587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85754 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -16368890.000000 Penalty: 5949.516602
	Iteration 1F: 3 clusters Score -1.636889e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88726 members 
Mstep: Class 2 contains 73216 members 
Entering Unmasked Estep 
Score: -16370358.000000 Penalty: 5949.516602
	Iteration 2Q: 3 clusters Score -1.637036e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -16372714.000000 Penalty: 5949.516602
	Iteration 3Q: 3 clusters Score -1.637271e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100277 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -16376823.000000 Penalty: 5949.516602
	Iteration 4F: 3 clusters Score -1.637682e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -16384039.000000 Penalty: 5949.516602
	Iteration 5F: 3 clusters Score -1.638404e+07 nChanged 12974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122652 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -16394911.000000 Penalty: 5949.516602
	Iteration 6F: 3 clusters Score -1.639491e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135772 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -16407710.000000 Penalty: 5949.516602
	Iteration 7F: 3 clusters Score -1.640771e+07 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146192 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -16417846.000000 Penalty: 5949.516602
	Iteration 8F: 3 clusters Score -1.641785e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152836 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -16423955.000000 Penalty: 5949.516602
	Iteration 9Q: 3 clusters Score -1.642396e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156463 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -16426788.000000 Penalty: 5949.516602
	Iteration 10Q: 3 clusters Score -1.642679e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158461 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -16428182.000000 Penalty: 5949.516602
	Iteration 11Q: 3 clusters Score -1.642818e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159616 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -16428864.000000 Penalty: 5949.516602
	Iteration 12Q: 3 clusters Score -1.642886e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160277 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -16429315.000000 Penalty: 5949.516602
	Iteration 13Q: 3 clusters Score -1.642932e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160659 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -16429596.000000 Penalty: 5949.516602
	Iteration 14Q: 3 clusters Score -1.64296e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160875 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -16429706.000000 Penalty: 5949.516602
	Iteration 15Q: 3 clusters Score -1.642971e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160988 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -16429853.000000 Penalty: 5949.516602
	Iteration 16Q: 3 clusters Score -1.642985e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161096 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16429973.000000 Penalty: 5949.516602
	Iteration 17Q: 3 clusters Score -1.642997e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161176 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -16430043.000000 Penalty: 5949.516602
	Iteration 18Q: 3 clusters Score -1.643004e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161212 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -16430089.000000 Penalty: 5949.516602
	Iteration 19Q: 3 clusters Score -1.643009e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161242 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -16430135.000000 Penalty: 5949.516602
	Iteration 20F: 3 clusters Score -1.643014e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161262 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -16430149.000000 Penalty: 5949.516602
	Iteration 21Q: 3 clusters Score -1.643015e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161275 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -16430156.000000 Penalty: 5949.516602
	Iteration 22Q: 3 clusters Score -1.643016e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161293 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -16430169.000000 Penalty: 5949.516602
	Iteration 23Q: 3 clusters Score -1.643017e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161301 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -16430175.000000 Penalty: 5949.516602
	Iteration 24Q: 3 clusters Score -1.643018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161304 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -16430187.000000 Penalty: 5949.516602
	Iteration 25Q: 3 clusters Score -1.643019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161309 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -16430195.000000 Penalty: 5949.516602
	Iteration 26Q: 3 clusters Score -1.64302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161313 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -16430186.000000 Penalty: 5949.516602
	Iteration 27Q: 3 clusters Score -1.643019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161321 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -16430183.000000 Penalty: 5949.516602
	Iteration 28Q: 3 clusters Score -1.643018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161330 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -16430201.000000 Penalty: 5949.516602
	Iteration 29Q: 3 clusters Score -1.64302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161335 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -16430207.000000 Penalty: 5949.516602
	Iteration 30Q: 3 clusters Score -1.643021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161338 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -16430214.000000 Penalty: 5949.516602
	Iteration 31Q: 3 clusters Score -1.643021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161343 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -16430212.000000 Penalty: 5949.516602
	Iteration 32Q: 3 clusters Score -1.643021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161349 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -16430223.000000 Penalty: 5949.516602
	Iteration 33Q: 3 clusters Score -1.643022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161351 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -16430226.000000 Penalty: 5949.516602
	Iteration 34Q: 3 clusters Score -1.643023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161350 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -16430222.000000 Penalty: 5949.516602
	Iteration 35Q: 3 clusters Score -1.643022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161349 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -16430228.000000 Penalty: 5949.516602
	Iteration 36Q: 3 clusters Score -1.643023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161349 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -16430230.000000 Penalty: 5949.516602
	Iteration 37Q: 3 clusters Score -1.643023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161351 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -16430230.000000 Penalty: 5949.516602
	Iteration 38Q: 3 clusters Score -1.643023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161353 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -16430228.000000 Penalty: 5949.516602
	Iteration 39Q: 3 clusters Score -1.643023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161356 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -16430237.000000 Penalty: 5949.516602
	Iteration 40F: 3 clusters Score -1.643024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161356 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -16430238.000000 Penalty: 5949.516602
	Iteration 41Q: 3 clusters Score -1.643024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161357 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -16430235.000000 Penalty: 5949.516602
	Iteration 42Q: 3 clusters Score -1.643024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161358 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -16430226.000000 Penalty: 5949.516602
	Iteration 43Q: 3 clusters Score -1.643023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161358 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -16430226.000000 Penalty: 5949.516602
	Iteration 44F: 3 clusters Score -1.643023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Entering Unmasked Estep 
Score: -4933570.000000 Penalty: 2675.111084
	Iteration 0F: 2 clusters Score -4933570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -4900979.000000 Penalty: 5350.222168
	Iteration 0F: 3 clusters Score -4900979 nChanged 22288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -4913100.000000 Penalty: 5350.222168
	Iteration 1F: 3 clusters Score -4913100 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -4913642.000000 Penalty: 5350.222168
	Iteration 2Q: 3 clusters Score -4913642 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -4914187.000000 Penalty: 5350.222168
	Iteration 3Q: 3 clusters Score -4914187 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -4914821.000000 Penalty: 5350.222168
	Iteration 4Q: 3 clusters Score -4914821 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -4915600.500000 Penalty: 5350.222168
	Iteration 5Q: 3 clusters Score -4915600 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -4916665.500000 Penalty: 5350.222168
	Iteration 6Q: 3 clusters Score -4916666 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -4917905.000000 Penalty: 5350.222168
	Iteration 7Q: 3 clusters Score -4917905 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -4919562.500000 Penalty: 5350.222168
	Iteration 8F: 3 clusters Score -4919562 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -4921577.000000 Penalty: 5350.222168
	Iteration 9F: 3 clusters Score -4921577 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -4923588.500000 Penalty: 5350.222168
	Iteration 10F: 3 clusters Score -4923588 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -4925138.000000 Penalty: 5350.222168
	Iteration 11F: 3 clusters Score -4925138 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -4926103.000000 Penalty: 5350.222168
	Iteration 12Q: 3 clusters Score -4926103 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -4926660.500000 Penalty: 5350.222168
	Iteration 13Q: 3 clusters Score -4926660 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -4926918.500000 Penalty: 5350.222168
	Iteration 14Q: 3 clusters Score -4926918 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -4927055.000000 Penalty: 5350.222168
	Iteration 15Q: 3 clusters Score -4927055 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -4927164.000000 Penalty: 5350.222168
	Iteration 16Q: 3 clusters Score -4927164 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4927273.500000 Penalty: 5350.222168
	Iteration 17Q: 3 clusters Score -4927274 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4927358.000000 Penalty: 5350.222168
	Iteration 18Q: 3 clusters Score -4927358 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -4927426.500000 Penalty: 5350.222168
	Iteration 19Q: 3 clusters Score -4927426 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4927482.500000 Penalty: 5350.222168
	Iteration 20F: 3 clusters Score -4927482 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -4927516.000000 Penalty: 5350.222168
	Iteration 21Q: 3 clusters Score -4927516 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -4927588.500000 Penalty: 5350.222168
	Iteration 22Q: 3 clusters Score -4927588 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4927634.500000 Penalty: 5350.222168
	Iteration 23Q: 3 clusters Score -4927634 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -4927677.500000 Penalty: 5350.222168
	Iteration 24Q: 3 clusters Score -4927678 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -4927703.000000 Penalty: 5350.222168
	Iteration 25Q: 3 clusters Score -4927703 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -4927735.000000 Penalty: 5350.222168
	Iteration 26Q: 3 clusters Score -4927735 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -4927783.500000 Penalty: 5350.222168
	Iteration 27Q: 3 clusters Score -4927784 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -4927802.000000 Penalty: 5350.222168
	Iteration 28Q: 3 clusters Score -4927802 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -4927810.500000 Penalty: 5350.222168
	Iteration 29Q: 3 clusters Score -4927810 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -4927816.000000 Penalty: 5350.222168
	Iteration 30Q: 3 clusters Score -4927816 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -4927834.000000 Penalty: 5350.222168
	Iteration 31Q: 3 clusters Score -4927834 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -4927831.000000 Penalty: 5350.222168
	Iteration 32Q: 3 clusters Score -4927831 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -4927879.500000 Penalty: 5350.222168
	Iteration 33Q: 3 clusters Score -4927880 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4927914.000000 Penalty: 5350.222168
	Iteration 34Q: 3 clusters Score -4927914 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -4927947.000000 Penalty: 5350.222168
	Iteration 35Q: 3 clusters Score -4927947 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -4927979.000000 Penalty: 5350.222168
	Iteration 36Q: 3 clusters Score -4927979 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -4928017.500000 Penalty: 5350.222168
	Iteration 37Q: 3 clusters Score -4928018 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -4928038.500000 Penalty: 5350.222168
	Iteration 38Q: 3 clusters Score -4928038 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -4928081.000000 Penalty: 5350.222168
	Iteration 39Q: 3 clusters Score -4928081 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -4928116.000000 Penalty: 5350.222168
	Iteration 40F: 3 clusters Score -4928116 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -4928121.500000 Penalty: 5350.222168
	Iteration 41Q: 3 clusters Score -4928122 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -4928165.500000 Penalty: 5350.222168
	Iteration 42Q: 3 clusters Score -4928166 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -4928198.500000 Penalty: 5350.222168
	Iteration 43Q: 3 clusters Score -4928198 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -4928219.500000 Penalty: 5350.222168
	Iteration 44Q: 3 clusters Score -4928220 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -4928241.500000 Penalty: 5350.222168
	Iteration 45Q: 3 clusters Score -4928242 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -4928282.500000 Penalty: 5350.222168
	Iteration 46Q: 3 clusters Score -4928282 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -4928367.000000 Penalty: 5350.222168
	Iteration 47Q: 3 clusters Score -4928367 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -4928430.500000 Penalty: 5350.222168
	Iteration 48Q: 3 clusters Score -4928430 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -4928494.000000 Penalty: 5350.222168
	Iteration 49Q: 3 clusters Score -4928494 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -4928582.000000 Penalty: 5350.222168
	Iteration 50Q: 3 clusters Score -4928582 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -4928683.500000 Penalty: 5350.222168
	Iteration 51Q: 3 clusters Score -4928684 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -4928785.500000 Penalty: 5350.222168
	Iteration 52Q: 3 clusters Score -4928786 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -4928918.000000 Penalty: 5350.222168
	Iteration 53Q: 3 clusters Score -4928918 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -4929013.500000 Penalty: 5350.222168
	Iteration 54Q: 3 clusters Score -4929014 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -4929127.000000 Penalty: 5350.222168
	Iteration 55Q: 3 clusters Score -4929127 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -4929222.000000 Penalty: 5350.222168
	Iteration 56Q: 3 clusters Score -4929222 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -4929344.000000 Penalty: 5350.222168
	Iteration 57Q: 3 clusters Score -4929344 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -4929455.000000 Penalty: 5350.222168
	Iteration 58Q: 3 clusters Score -4929455 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -4929541.500000 Penalty: 5350.222168
	Iteration 59Q: 3 clusters Score -4929542 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -4929633.500000 Penalty: 5350.222168
	Iteration 60F: 3 clusters Score -4929634 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -4929733.000000 Penalty: 5350.222168
	Iteration 61Q: 3 clusters Score -4929733 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -4929859.500000 Penalty: 5350.222168
	Iteration 62Q: 3 clusters Score -4929860 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -4929973.500000 Penalty: 5350.222168
	Iteration 63Q: 3 clusters Score -4929974 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -4930071.000000 Penalty: 5350.222168
	Iteration 64Q: 3 clusters Score -4930071 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -4930208.500000 Penalty: 5350.222168
	Iteration 65Q: 3 clusters Score -4930208 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -4930334.500000 Penalty: 5350.222168
	Iteration 66Q: 3 clusters Score -4930334 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -4930448.000000 Penalty: 5350.222168
	Iteration 67Q: 3 clusters Score -4930448 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -4930562.000000 Penalty: 5350.222168
	Iteration 68Q: 3 clusters Score -4930562 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -4930653.000000 Penalty: 5350.222168
	Iteration 69Q: 3 clusters Score -4930653 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -4930744.000000 Penalty: 5350.222168
	Iteration 70Q: 3 clusters Score -4930744 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -4930830.000000 Penalty: 5350.222168
	Iteration 71Q: 3 clusters Score -4930830 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -4930911.500000 Penalty: 5350.222168
	Iteration 72Q: 3 clusters Score -4930912 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -4930943.500000 Penalty: 5350.222168
	Iteration 73Q: 3 clusters Score -4930944 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -4930976.500000 Penalty: 5350.222168
	Iteration 74Q: 3 clusters Score -4930976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -4930995.500000 Penalty: 5350.222168
	Iteration 75Q: 3 clusters Score -4930996 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -4931033.000000 Penalty: 5350.222168
	Iteration 76Q: 3 clusters Score -4931033 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -4931055.000000 Penalty: 5350.222168
	Iteration 77Q: 3 clusters Score -4931055 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -4931087.000000 Penalty: 5350.222168
	Iteration 78Q: 3 clusters Score -4931087 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -4931093.500000 Penalty: 5350.222168
	Iteration 79Q: 3 clusters Score -4931094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -4931122.000000 Penalty: 5350.222168
	Iteration 80F: 3 clusters Score -4931122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -4931137.500000 Penalty: 5350.222168
	Iteration 81Q: 3 clusters Score -4931138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -4931150.500000 Penalty: 5350.222168
	Iteration 82Q: 3 clusters Score -4931150 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -4931192.000000 Penalty: 5350.222168
	Iteration 83Q: 3 clusters Score -4931192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -4931202.500000 Penalty: 5350.222168
	Iteration 84Q: 3 clusters Score -4931202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -4931219.000000 Penalty: 5350.222168
	Iteration 85Q: 3 clusters Score -4931219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -4931230.000000 Penalty: 5350.222168
	Iteration 86Q: 3 clusters Score -4931230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -4931236.000000 Penalty: 5350.222168
	Iteration 87Q: 3 clusters Score -4931236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -4931249.500000 Penalty: 5350.222168
	Iteration 88Q: 3 clusters Score -4931250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -4931262.000000 Penalty: 5350.222168
	Iteration 89Q: 3 clusters Score -4931262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -4931265.000000 Penalty: 5350.222168
	Iteration 90Q: 3 clusters Score -4931265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -4931276.500000 Penalty: 5350.222168
	Iteration 91Q: 3 clusters Score -4931276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -4931284.000000 Penalty: 5350.222168
	Iteration 92Q: 3 clusters Score -4931284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -4931298.500000 Penalty: 5350.222168
	Iteration 93Q: 3 clusters Score -4931298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -4931304.500000 Penalty: 5350.222168
	Iteration 94Q: 3 clusters Score -4931304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -4931307.000000 Penalty: 5350.222168
	Iteration 95Q: 3 clusters Score -4931307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -4931324.500000 Penalty: 5350.222168
	Iteration 96Q: 3 clusters Score -4931324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -4931327.000000 Penalty: 5350.222168
	Iteration 97Q: 3 clusters Score -4931327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -4931330.500000 Penalty: 5350.222168
	Iteration 98Q: 3 clusters Score -4931330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -4931334.500000 Penalty: 5350.222168
	Iteration 99Q: 3 clusters Score -4931334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -4931333.500000 Penalty: 5350.222168
	Iteration 100F: 3 clusters Score -4931334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -4931343.000000 Penalty: 5350.222168
	Iteration 101Q: 3 clusters Score -4931343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -4931351.500000 Penalty: 5350.222168
	Iteration 102Q: 3 clusters Score -4931352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -4931353.000000 Penalty: 5350.222168
	Iteration 103Q: 3 clusters Score -4931353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -4931356.000000 Penalty: 5350.222168
	Iteration 104Q: 3 clusters Score -4931356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -4931357.500000 Penalty: 5350.222168
	Iteration 105Q: 3 clusters Score -4931358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -4931362.500000 Penalty: 5350.222168
	Iteration 106Q: 3 clusters Score -4931362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -4931367.000000 Penalty: 5350.222168
	Iteration 107Q: 3 clusters Score -4931367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -4931364.500000 Penalty: 5350.222168
	Iteration 108Q: 3 clusters Score -4931364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -4931367.500000 Penalty: 5350.222168
	Iteration 109Q: 3 clusters Score -4931368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -4931373.000000 Penalty: 5350.222168
	Iteration 110Q: 3 clusters Score -4931373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -4931372.500000 Penalty: 5350.222168
	Iteration 111Q: 3 clusters Score -4931372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -4931373.500000 Penalty: 5350.222168
	Iteration 112Q: 3 clusters Score -4931374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -4931374.000000 Penalty: 5350.222168
	Iteration 113Q: 3 clusters Score -4931374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -4931374.500000 Penalty: 5350.222168
	Iteration 114Q: 3 clusters Score -4931374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -4931376.500000 Penalty: 5350.222168
	Iteration 115Q: 3 clusters Score -4931376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -4931379.000000 Penalty: 5350.222168
	Iteration 116Q: 3 clusters Score -4931379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -4931376.500000 Penalty: 5350.222168
	Iteration 117Q: 3 clusters Score -4931376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -4931382.500000 Penalty: 5350.222168
	Iteration 118Q: 3 clusters Score -4931382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -4931376.500000 Penalty: 5350.222168
	Iteration 119Q: 3 clusters Score -4931376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -4931380.000000 Penalty: 5350.222168
	Iteration 120F: 3 clusters Score -4931380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -4931376.500000 Penalty: 5350.222168
	Iteration 121Q: 3 clusters Score -4931376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -4931382.000000 Penalty: 5350.222168
	Iteration 122Q: 3 clusters Score -4931382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -4931382.000000 Penalty: 5350.222168
	Iteration 123F: 3 clusters Score -4931382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (235822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235822 members 
Entering Unmasked Estep 
Score: -23707582.000000 Penalty: 3067.966553
	Iteration 0F: 2 clusters Score -2.370758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117931 members 
Mstep: Class 2 contains 117891 members 
Entering Unmasked Estep 
Score: -23552848.000000 Penalty: 6135.933105
	Iteration 0F: 3 clusters Score -2.355285e+07 nChanged 113961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120694 members 
Mstep: Class 2 contains 115128 members 
Entering Unmasked Estep 
Score: -23620186.000000 Penalty: 6135.933105
	Iteration 1F: 3 clusters Score -2.362019e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122443 members 
Mstep: Class 2 contains 113379 members 
Entering Unmasked Estep 
Score: -23621810.000000 Penalty: 6135.933105
	Iteration 2Q: 3 clusters Score -2.362181e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125297 members 
Mstep: Class 2 contains 110525 members 
Entering Unmasked Estep 
Score: -23624130.000000 Penalty: 6135.933105
	Iteration 3Q: 3 clusters Score -2.362413e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129619 members 
Mstep: Class 2 contains 106203 members 
Entering Unmasked Estep 
Score: -23627206.000000 Penalty: 6135.933105
	Iteration 4Q: 3 clusters Score -2.362721e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135866 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -23632224.000000 Penalty: 6135.933105
	Iteration 5Q: 3 clusters Score -2.363222e+07 nChanged 13130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144322 members 
Mstep: Class 2 contains 91500 members 
Entering Unmasked Estep 
Score: -23639050.000000 Penalty: 6135.933105
	Iteration 6F: 3 clusters Score -2.363905e+07 nChanged 14329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154751 members 
Mstep: Class 2 contains 81071 members 
Entering Unmasked Estep 
Score: -23647088.000000 Penalty: 6135.933105
	Iteration 7F: 3 clusters Score -2.364709e+07 nChanged 14828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166719 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -23655968.000000 Penalty: 6135.933105
	Iteration 8F: 3 clusters Score -2.365597e+07 nChanged 14364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179461 members 
Mstep: Class 2 contains 56361 members 
Entering Unmasked Estep 
Score: -23665254.000000 Penalty: 6135.933105
	Iteration 9F: 3 clusters Score -2.366525e+07 nChanged 13687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192460 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -23674766.000000 Penalty: 6135.933105
	Iteration 10F: 3 clusters Score -2.367477e+07 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204487 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -23683724.000000 Penalty: 6135.933105
	Iteration 11F: 3 clusters Score -2.368372e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214388 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -23690966.000000 Penalty: 6135.933105
	Iteration 12Q: 3 clusters Score -2.369097e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221598 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -23696256.000000 Penalty: 6135.933105
	Iteration 13Q: 3 clusters Score -2.369626e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226379 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -23699858.000000 Penalty: 6135.933105
	Iteration 14Q: 3 clusters Score -2.369986e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229246 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -23702246.000000 Penalty: 6135.933105
	Iteration 15Q: 3 clusters Score -2.370225e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230965 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -23703400.000000 Penalty: 6135.933105
	Iteration 16Q: 3 clusters Score -2.37034e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231962 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -23704112.000000 Penalty: 6135.933105
	Iteration 17Q: 3 clusters Score -2.370411e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232537 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -23704628.000000 Penalty: 6135.933105
	Iteration 18Q: 3 clusters Score -2.370463e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232922 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -23704916.000000 Penalty: 6135.933105
	Iteration 19Q: 3 clusters Score -2.370492e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233181 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -23705174.000000 Penalty: 6135.933105
	Iteration 20F: 3 clusters Score -2.370517e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233371 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -23705342.000000 Penalty: 6135.933105
	Iteration 21Q: 3 clusters Score -2.370534e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233515 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -23705444.000000 Penalty: 6135.933105
	Iteration 22Q: 3 clusters Score -2.370544e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233600 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -23705532.000000 Penalty: 6135.933105
	Iteration 23Q: 3 clusters Score -2.370553e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233687 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -23705548.000000 Penalty: 6135.933105
	Iteration 24Q: 3 clusters Score -2.370555e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233760 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -23705608.000000 Penalty: 6135.933105
	Iteration 25Q: 3 clusters Score -2.370561e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233795 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -23705650.000000 Penalty: 6135.933105
	Iteration 26Q: 3 clusters Score -2.370565e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233827 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -23705670.000000 Penalty: 6135.933105
	Iteration 27Q: 3 clusters Score -2.370567e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233848 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -23705654.000000 Penalty: 6135.933105
	Iteration 28Q: 3 clusters Score -2.370565e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233862 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -23705652.000000 Penalty: 6135.933105
	Iteration 29Q: 3 clusters Score -2.370565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233869 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -23705656.000000 Penalty: 6135.933105
	Iteration 30Q: 3 clusters Score -2.370566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233874 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -23705678.000000 Penalty: 6135.933105
	Iteration 31Q: 3 clusters Score -2.370568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233875 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -23705690.000000 Penalty: 6135.933105
	Iteration 32Q: 3 clusters Score -2.370569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233877 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -23705684.000000 Penalty: 6135.933105
	Iteration 33Q: 3 clusters Score -2.370568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233878 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -23705694.000000 Penalty: 6135.933105
	Iteration 34Q: 3 clusters Score -2.370569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233888 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -23705696.000000 Penalty: 6135.933105
	Iteration 35Q: 3 clusters Score -2.37057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233898 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -23705682.000000 Penalty: 6135.933105
	Iteration 36Q: 3 clusters Score -2.370568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233899 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -23705690.000000 Penalty: 6135.933105
	Iteration 37Q: 3 clusters Score -2.370569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233900 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -23705698.000000 Penalty: 6135.933105
	Iteration 38Q: 3 clusters Score -2.37057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233904 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -23705708.000000 Penalty: 6135.933105
	Iteration 39Q: 3 clusters Score -2.370571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233908 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -23705680.000000 Penalty: 6135.933105
	Iteration 40F: 3 clusters Score -2.370568e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233916 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -23705702.000000 Penalty: 6135.933105
	Iteration 41Q: 3 clusters Score -2.37057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233926 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -23705686.000000 Penalty: 6135.933105
	Iteration 42Q: 3 clusters Score -2.370569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233927 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -23705694.000000 Penalty: 6135.933105
	Iteration 43Q: 3 clusters Score -2.370569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233932 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -23705712.000000 Penalty: 6135.933105
	Iteration 44Q: 3 clusters Score -2.370571e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233935 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -23705726.000000 Penalty: 6135.933105
	Iteration 45Q: 3 clusters Score -2.370573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233942 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -23705734.000000 Penalty: 6135.933105
	Iteration 46Q: 3 clusters Score -2.370573e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233945 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -23705730.000000 Penalty: 6135.933105
	Iteration 47Q: 3 clusters Score -2.370573e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233955 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -23705718.000000 Penalty: 6135.933105
	Iteration 48Q: 3 clusters Score -2.370572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233967 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -23705728.000000 Penalty: 6135.933105
	Iteration 49Q: 3 clusters Score -2.370573e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233973 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -23705738.000000 Penalty: 6135.933105
	Iteration 50Q: 3 clusters Score -2.370574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233985 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -23705762.000000 Penalty: 6135.933105
	Iteration 51Q: 3 clusters Score -2.370576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233990 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -23705758.000000 Penalty: 6135.933105
	Iteration 52Q: 3 clusters Score -2.370576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233996 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -23705780.000000 Penalty: 6135.933105
	Iteration 53Q: 3 clusters Score -2.370578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233997 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -23705778.000000 Penalty: 6135.933105
	Iteration 54Q: 3 clusters Score -2.370578e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233999 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -23705768.000000 Penalty: 6135.933105
	Iteration 55Q: 3 clusters Score -2.370577e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233999 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -23705744.000000 Penalty: 6135.933105
	Iteration 56Q: 3 clusters Score -2.370574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234003 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -23705746.000000 Penalty: 6135.933105
	Iteration 57Q: 3 clusters Score -2.370575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234006 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -23705742.000000 Penalty: 6135.933105
	Iteration 58Q: 3 clusters Score -2.370574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234008 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -23705768.000000 Penalty: 6135.933105
	Iteration 59Q: 3 clusters Score -2.370577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234008 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -23705774.000000 Penalty: 6135.933105
	Iteration 60F: 3 clusters Score -2.370577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234003 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -23705774.000000 Penalty: 6135.933105
	Iteration 61Q: 3 clusters Score -2.370577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234003 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -23705780.000000 Penalty: 6135.933105
	Iteration 62Q: 3 clusters Score -2.370578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234003 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -23705790.000000 Penalty: 6135.933105
	Iteration 63Q: 3 clusters Score -2.370579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234002 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -23705774.000000 Penalty: 6135.933105
	Iteration 64Q: 3 clusters Score -2.370577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234006 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -23705768.000000 Penalty: 6135.933105
	Iteration 65Q: 3 clusters Score -2.370577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234012 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -23705770.000000 Penalty: 6135.933105
	Iteration 66Q: 3 clusters Score -2.370577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234014 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -23705782.000000 Penalty: 6135.933105
	Iteration 67Q: 3 clusters Score -2.370578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234015 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -23705784.000000 Penalty: 6135.933105
	Iteration 68Q: 3 clusters Score -2.370578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234014 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -23705770.000000 Penalty: 6135.933105
	Iteration 69Q: 3 clusters Score -2.370577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234016 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -23705786.000000 Penalty: 6135.933105
	Iteration 70Q: 3 clusters Score -2.370579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234017 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -23705772.000000 Penalty: 6135.933105
	Iteration 71Q: 3 clusters Score -2.370577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234017 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -23705776.000000 Penalty: 6135.933105
	Iteration 72Q: 3 clusters Score -2.370578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234019 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -23705774.000000 Penalty: 6135.933105
	Iteration 73Q: 3 clusters Score -2.370577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234019 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -23705782.000000 Penalty: 6135.933105
	Iteration 74Q: 3 clusters Score -2.370578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234018 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23705788.000000 Penalty: 6135.933105
	Iteration 75Q: 3 clusters Score -2.370579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234017 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -23705792.000000 Penalty: 6135.933105
	Iteration 76Q: 3 clusters Score -2.370579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234018 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23705796.000000 Penalty: 6135.933105
	Iteration 77Q: 3 clusters Score -2.37058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234018 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23705796.000000 Penalty: 6135.933105
	Iteration 78F: 3 clusters Score -2.37058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Entering Unmasked Estep 
Score: -1530782.875000 Penalty: 2386.679443
	Iteration 0F: 2 clusters Score -1530783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1519838.500000 Penalty: 4773.358887
	Iteration 0F: 3 clusters Score -1519838 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1523284.375000 Penalty: 4773.358887
	Iteration 1F: 3 clusters Score -1523284 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1523625.250000 Penalty: 4773.358887
	Iteration 2F: 3 clusters Score -1523625 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1523881.250000 Penalty: 4773.358887
	Iteration 3Q: 3 clusters Score -1523881 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1524059.875000 Penalty: 4773.358887
	Iteration 4Q: 3 clusters Score -1524060 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1524238.125000 Penalty: 4773.358887
	Iteration 5Q: 3 clusters Score -1524238 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1524388.875000 Penalty: 4773.358887
	Iteration 6Q: 3 clusters Score -1524389 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1524565.375000 Penalty: 4773.358887
	Iteration 7Q: 3 clusters Score -1524565 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1524768.875000 Penalty: 4773.358887
	Iteration 8Q: 3 clusters Score -1524769 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1524984.375000 Penalty: 4773.358887
	Iteration 9Q: 3 clusters Score -1524984 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1525242.375000 Penalty: 4773.358887
	Iteration 10Q: 3 clusters Score -1525242 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1525529.500000 Penalty: 4773.358887
	Iteration 11Q: 3 clusters Score -1525530 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1525889.625000 Penalty: 4773.358887
	Iteration 12Q: 3 clusters Score -1525890 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1526297.875000 Penalty: 4773.358887
	Iteration 13Q: 3 clusters Score -1526298 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1526774.250000 Penalty: 4773.358887
	Iteration 14Q: 3 clusters Score -1526774 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1527262.250000 Penalty: 4773.358887
	Iteration 15Q: 3 clusters Score -1527262 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1527690.000000 Penalty: 4773.358887
	Iteration 16Q: 3 clusters Score -1527690 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1528028.750000 Penalty: 4773.358887
	Iteration 17Q: 3 clusters Score -1528029 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1528262.750000 Penalty: 4773.358887
	Iteration 18Q: 3 clusters Score -1528263 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1528436.625000 Penalty: 4773.358887
	Iteration 19Q: 3 clusters Score -1528437 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1528545.875000 Penalty: 4773.358887
	Iteration 20F: 3 clusters Score -1528546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1528613.875000 Penalty: 4773.358887
	Iteration 21Q: 3 clusters Score -1528614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1528656.875000 Penalty: 4773.358887
	Iteration 22Q: 3 clusters Score -1528657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1528678.500000 Penalty: 4773.358887
	Iteration 23Q: 3 clusters Score -1528678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1528702.375000 Penalty: 4773.358887
	Iteration 24Q: 3 clusters Score -1528702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1528715.125000 Penalty: 4773.358887
	Iteration 25Q: 3 clusters Score -1528715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1528731.625000 Penalty: 4773.358887
	Iteration 26Q: 3 clusters Score -1528732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1528742.500000 Penalty: 4773.358887
	Iteration 27Q: 3 clusters Score -1528742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1528757.000000 Penalty: 4773.358887
	Iteration 28Q: 3 clusters Score -1528757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1528765.625000 Penalty: 4773.358887
	Iteration 29Q: 3 clusters Score -1528766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1528784.000000 Penalty: 4773.358887
	Iteration 30Q: 3 clusters Score -1528784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1528795.750000 Penalty: 4773.358887
	Iteration 31Q: 3 clusters Score -1528796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1528805.250000 Penalty: 4773.358887
	Iteration 32Q: 3 clusters Score -1528805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1528809.250000 Penalty: 4773.358887
	Iteration 33Q: 3 clusters Score -1528809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1528810.625000 Penalty: 4773.358887
	Iteration 34Q: 3 clusters Score -1528811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1528811.625000 Penalty: 4773.358887
	Iteration 35Q: 3 clusters Score -1528812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1528811.250000 Penalty: 4773.358887
	Iteration 36Q: 3 clusters Score -1528811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1528811.250000 Penalty: 4773.358887
	Iteration 37F: 3 clusters Score -1528811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Entering Unmasked Estep 
Score: -2387487.500000 Penalty: 2503.922119
	Iteration 0F: 2 clusters Score -2387488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2370612.250000 Penalty: 5007.844238
	Iteration 0F: 3 clusters Score -2370612 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2376624.750000 Penalty: 5007.844238
	Iteration 1F: 3 clusters Score -2376625 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2377104.500000 Penalty: 5007.844238
	Iteration 2F: 3 clusters Score -2377104 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2377627.750000 Penalty: 5007.844238
	Iteration 3Q: 3 clusters Score -2377628 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2378414.250000 Penalty: 5007.844238
	Iteration 4F: 3 clusters Score -2378414 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2379585.000000 Penalty: 5007.844238
	Iteration 5F: 3 clusters Score -2379585 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2381138.250000 Penalty: 5007.844238
	Iteration 6F: 3 clusters Score -2381138 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2382785.250000 Penalty: 5007.844238
	Iteration 7F: 3 clusters Score -2382785 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2384248.500000 Penalty: 5007.844238
	Iteration 8F: 3 clusters Score -2384248 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2385529.000000 Penalty: 5007.844238
	Iteration 9Q: 3 clusters Score -2385529 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2386505.250000 Penalty: 5007.844238
	Iteration 10Q: 3 clusters Score -2386505 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2386981.500000 Penalty: 5007.844238
	Iteration 11Q: 3 clusters Score -2386982 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2387162.750000 Penalty: 5007.844238
	Iteration 12Q: 3 clusters Score -2387163 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2387248.250000 Penalty: 5007.844238
	Iteration 13Q: 3 clusters Score -2387248 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2387283.500000 Penalty: 5007.844238
	Iteration 14Q: 3 clusters Score -2387284 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2387306.500000 Penalty: 5007.844238
	Iteration 15Q: 3 clusters Score -2387306 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2387319.000000 Penalty: 5007.844238
	Iteration 16Q: 3 clusters Score -2387319 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2387337.500000 Penalty: 5007.844238
	Iteration 17Q: 3 clusters Score -2387338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2387335.750000 Penalty: 5007.844238
	Iteration 18Q: 3 clusters Score -2387336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2387339.250000 Penalty: 5007.844238
	Iteration 19Q: 3 clusters Score -2387339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2387343.750000 Penalty: 5007.844238
	Iteration 20F: 3 clusters Score -2387344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2387344.500000 Penalty: 5007.844238
	Iteration 21Q: 3 clusters Score -2387344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2387345.250000 Penalty: 5007.844238
	Iteration 22Q: 3 clusters Score -2387345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2387342.250000 Penalty: 5007.844238
	Iteration 23Q: 3 clusters Score -2387342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2387340.500000 Penalty: 5007.844238
	Iteration 24Q: 3 clusters Score -2387340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2387343.500000 Penalty: 5007.844238
	Iteration 25Q: 3 clusters Score -2387344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2387347.500000 Penalty: 5007.844238
	Iteration 26Q: 3 clusters Score -2387348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2387342.250000 Penalty: 5007.844238
	Iteration 27Q: 3 clusters Score -2387342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2387348.500000 Penalty: 5007.844238
	Iteration 28Q: 3 clusters Score -2387348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2387347.750000 Penalty: 5007.844238
	Iteration 29Q: 3 clusters Score -2387348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2387348.000000 Penalty: 5007.844238
	Iteration 30Q: 3 clusters Score -2387348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2387350.500000 Penalty: 5007.844238
	Iteration 31Q: 3 clusters Score -2387350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2387347.250000 Penalty: 5007.844238
	Iteration 32Q: 3 clusters Score -2387347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2387347.000000 Penalty: 5007.844238
	Iteration 33Q: 3 clusters Score -2387347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2387345.750000 Penalty: 5007.844238
	Iteration 34Q: 3 clusters Score -2387346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2387345.750000 Penalty: 5007.844238
	Iteration 35F: 3 clusters Score -2387346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Entering Unmasked Estep 
Score: -838666.375000 Penalty: 2239.236328
	Iteration 0F: 2 clusters Score -838666.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -831987.750000 Penalty: 4478.472656
	Iteration 0F: 3 clusters Score -831987.8 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -833821.437500 Penalty: 4478.472656
	Iteration 1F: 3 clusters Score -833821.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -834092.812500 Penalty: 4478.472656
	Iteration 2F: 3 clusters Score -834092.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -834267.875000 Penalty: 4478.472656
	Iteration 3F: 3 clusters Score -834267.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -834397.687500 Penalty: 4478.472656
	Iteration 4Q: 3 clusters Score -834397.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -834514.687500 Penalty: 4478.472656
	Iteration 5Q: 3 clusters Score -834514.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -834608.562500 Penalty: 4478.472656
	Iteration 6Q: 3 clusters Score -834608.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -834702.437500 Penalty: 4478.472656
	Iteration 7Q: 3 clusters Score -834702.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -834796.687500 Penalty: 4478.472656
	Iteration 8Q: 3 clusters Score -834796.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -834882.687500 Penalty: 4478.472656
	Iteration 9Q: 3 clusters Score -834882.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -834971.375000 Penalty: 4478.472656
	Iteration 10Q: 3 clusters Score -834971.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -835073.875000 Penalty: 4478.472656
	Iteration 11Q: 3 clusters Score -835073.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -835189.250000 Penalty: 4478.472656
	Iteration 12Q: 3 clusters Score -835189.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -835341.812500 Penalty: 4478.472656
	Iteration 13Q: 3 clusters Score -835341.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -835509.062500 Penalty: 4478.472656
	Iteration 14Q: 3 clusters Score -835509.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -835693.437500 Penalty: 4478.472656
	Iteration 15Q: 3 clusters Score -835693.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -835889.250000 Penalty: 4478.472656
	Iteration 16Q: 3 clusters Score -835889.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -836083.937500 Penalty: 4478.472656
	Iteration 17Q: 3 clusters Score -836083.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -836271.000000 Penalty: 4478.472656
	Iteration 18Q: 3 clusters Score -836271 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -836400.312500 Penalty: 4478.472656
	Iteration 19Q: 3 clusters Score -836400.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -836499.562500 Penalty: 4478.472656
	Iteration 20F: 3 clusters Score -836499.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -836565.687500 Penalty: 4478.472656
	Iteration 21Q: 3 clusters Score -836565.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -836623.500000 Penalty: 4478.472656
	Iteration 22Q: 3 clusters Score -836623.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -836668.375000 Penalty: 4478.472656
	Iteration 23Q: 3 clusters Score -836668.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -836703.750000 Penalty: 4478.472656
	Iteration 24Q: 3 clusters Score -836703.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -836723.812500 Penalty: 4478.472656
	Iteration 25Q: 3 clusters Score -836723.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -836748.250000 Penalty: 4478.472656
	Iteration 26Q: 3 clusters Score -836748.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -836764.125000 Penalty: 4478.472656
	Iteration 27Q: 3 clusters Score -836764.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -836777.187500 Penalty: 4478.472656
	Iteration 28Q: 3 clusters Score -836777.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -836793.750000 Penalty: 4478.472656
	Iteration 29Q: 3 clusters Score -836793.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -836807.000000 Penalty: 4478.472656
	Iteration 30Q: 3 clusters Score -836807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -836820.562500 Penalty: 4478.472656
	Iteration 31Q: 3 clusters Score -836820.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -836827.125000 Penalty: 4478.472656
	Iteration 32Q: 3 clusters Score -836827.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -836835.937500 Penalty: 4478.472656
	Iteration 33Q: 3 clusters Score -836835.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -836843.937500 Penalty: 4478.472656
	Iteration 34Q: 3 clusters Score -836843.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -836852.562500 Penalty: 4478.472656
	Iteration 35Q: 3 clusters Score -836852.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -836857.062500 Penalty: 4478.472656
	Iteration 36Q: 3 clusters Score -836857.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -836861.125000 Penalty: 4478.472656
	Iteration 37Q: 3 clusters Score -836861.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -836866.500000 Penalty: 4478.472656
	Iteration 38Q: 3 clusters Score -836866.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -836870.562500 Penalty: 4478.472656
	Iteration 39Q: 3 clusters Score -836870.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -836871.437500 Penalty: 4478.472656
	Iteration 40F: 3 clusters Score -836871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -836878.500000 Penalty: 4478.472656
	Iteration 41Q: 3 clusters Score -836878.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -836885.937500 Penalty: 4478.472656
	Iteration 42Q: 3 clusters Score -836885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -836892.312500 Penalty: 4478.472656
	Iteration 43Q: 3 clusters Score -836892.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -836897.187500 Penalty: 4478.472656
	Iteration 44Q: 3 clusters Score -836897.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -836904.812500 Penalty: 4478.472656
	Iteration 45Q: 3 clusters Score -836904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -836906.937500 Penalty: 4478.472656
	Iteration 46Q: 3 clusters Score -836906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -836907.375000 Penalty: 4478.472656
	Iteration 47Q: 3 clusters Score -836907.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -836907.375000 Penalty: 4478.472656
	Iteration 48F: 3 clusters Score -836907.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -412566.437500 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -412566.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -408467.687500 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -408467.7 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -409388.218750 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -409388.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -409618.000000 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -409618 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -409797.437500 Penalty: 4151.676758
	Iteration 3F: 3 clusters Score -409797.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -409918.562500 Penalty: 4151.676758
	Iteration 4Q: 3 clusters Score -409918.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -410006.781250 Penalty: 4151.676758
	Iteration 5Q: 3 clusters Score -410006.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -410085.750000 Penalty: 4151.676758
	Iteration 6Q: 3 clusters Score -410085.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -410171.718750 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -410171.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -410258.187500 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -410258.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -410343.500000 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -410343.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -410420.750000 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -410420.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -410509.500000 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -410509.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -410623.375000 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -410623.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -410724.656250 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -410724.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -410820.968750 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -410821 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -410911.000000 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -410911 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -410984.625000 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -410984.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -411040.718750 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -411040.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -411095.500000 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -411095.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -411144.687500 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -411144.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -411193.875000 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -411193.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -411239.093750 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -411239.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -411275.437500 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -411275.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -411301.218750 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -411301.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -411324.906250 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -411324.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -411346.375000 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -411346.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -411369.750000 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -411369.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -411390.562500 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -411390.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -411409.500000 Penalty: 4151.676758
	Iteration 28Q: 3 clusters Score -411409.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -411415.781250 Penalty: 4151.676758
	Iteration 29Q: 3 clusters Score -411415.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -411420.531250 Penalty: 4151.676758
	Iteration 30Q: 3 clusters Score -411420.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -411428.312500 Penalty: 4151.676758
	Iteration 31Q: 3 clusters Score -411428.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -411432.937500 Penalty: 4151.676758
	Iteration 32Q: 3 clusters Score -411432.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -411435.156250 Penalty: 4151.676758
	Iteration 33Q: 3 clusters Score -411435.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -411434.812500 Penalty: 4151.676758
	Iteration 34Q: 3 clusters Score -411434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -411435.875000 Penalty: 4151.676758
	Iteration 35Q: 3 clusters Score -411435.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -411436.156250 Penalty: 4151.676758
	Iteration 36Q: 3 clusters Score -411436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -411436.156250 Penalty: 4151.676758
	Iteration 37F: 3 clusters Score -411436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Entering Unmasked Estep 
Score: -2395737.000000 Penalty: 2505.999268
	Iteration 0F: 2 clusters Score -2395737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2378712.750000 Penalty: 5011.998535
	Iteration 0F: 3 clusters Score -2378713 nChanged 10977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2384736.000000 Penalty: 5011.998535
	Iteration 1F: 3 clusters Score -2384736 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2385246.250000 Penalty: 5011.998535
	Iteration 2F: 3 clusters Score -2385246 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2385770.750000 Penalty: 5011.998535
	Iteration 3Q: 3 clusters Score -2385771 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2386380.000000 Penalty: 5011.998535
	Iteration 4F: 3 clusters Score -2386380 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2387175.500000 Penalty: 5011.998535
	Iteration 5F: 3 clusters Score -2387176 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2388072.500000 Penalty: 5011.998535
	Iteration 6F: 3 clusters Score -2388072 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2389041.250000 Penalty: 5011.998535
	Iteration 7F: 3 clusters Score -2389041 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2389931.250000 Penalty: 5011.998535
	Iteration 8F: 3 clusters Score -2389931 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2390716.750000 Penalty: 5011.998535
	Iteration 9Q: 3 clusters Score -2390717 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2391319.250000 Penalty: 5011.998535
	Iteration 10Q: 3 clusters Score -2391319 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2391850.000000 Penalty: 5011.998535
	Iteration 11Q: 3 clusters Score -2391850 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2392370.750000 Penalty: 5011.998535
	Iteration 12Q: 3 clusters Score -2392371 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2392827.750000 Penalty: 5011.998535
	Iteration 13Q: 3 clusters Score -2392828 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2393191.750000 Penalty: 5011.998535
	Iteration 14Q: 3 clusters Score -2393192 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2393511.500000 Penalty: 5011.998535
	Iteration 15Q: 3 clusters Score -2393512 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2393777.750000 Penalty: 5011.998535
	Iteration 16Q: 3 clusters Score -2393778 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2393956.500000 Penalty: 5011.998535
	Iteration 17Q: 3 clusters Score -2393956 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2394053.750000 Penalty: 5011.998535
	Iteration 18Q: 3 clusters Score -2394054 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2394105.750000 Penalty: 5011.998535
	Iteration 19Q: 3 clusters Score -2394106 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2394140.250000 Penalty: 5011.998535
	Iteration 20F: 3 clusters Score -2394140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2394157.250000 Penalty: 5011.998535
	Iteration 21Q: 3 clusters Score -2394157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2394175.500000 Penalty: 5011.998535
	Iteration 22Q: 3 clusters Score -2394176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2394181.000000 Penalty: 5011.998535
	Iteration 23Q: 3 clusters Score -2394181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2394198.750000 Penalty: 5011.998535
	Iteration 24Q: 3 clusters Score -2394199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2394205.250000 Penalty: 5011.998535
	Iteration 25Q: 3 clusters Score -2394205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2394208.500000 Penalty: 5011.998535
	Iteration 26Q: 3 clusters Score -2394208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2394219.000000 Penalty: 5011.998535
	Iteration 27Q: 3 clusters Score -2394219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2394223.000000 Penalty: 5011.998535
	Iteration 28Q: 3 clusters Score -2394223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2394223.500000 Penalty: 5011.998535
	Iteration 29Q: 3 clusters Score -2394224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2394225.250000 Penalty: 5011.998535
	Iteration 30Q: 3 clusters Score -2394225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2394225.000000 Penalty: 5011.998535
	Iteration 31Q: 3 clusters Score -2394225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2394225.000000 Penalty: 5011.998535
	Iteration 32F: 3 clusters Score -2394225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -97573.914062 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -97573.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -95663.351562 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -95663.35 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -96056.687500 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -96056.69 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -96203.632812 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -96203.63 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -96297.156250 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -96297.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -96375.195312 Penalty: 3456.549805
	Iteration 4Q: 3 clusters Score -96375.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -96430.429688 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -96430.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -96469.242188 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -96469.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -96487.617188 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -96487.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -96504.085938 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -96504.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -96512.453125 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -96512.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -96521.375000 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -96521.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -96525.632812 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -96525.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -96529.265625 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -96529.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -96531.562500 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -96531.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -96534.187500 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -96534.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -96536.640625 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -96536.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -96544.742188 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -96544.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -96576.984375 Penalty: 3456.549805
	Iteration 17Q: 3 clusters Score -96576.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -96590.398438 Penalty: 3456.549805
	Iteration 18Q: 3 clusters Score -96590.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -96605.195312 Penalty: 3456.549805
	Iteration 19Q: 3 clusters Score -96605.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -96609.031250 Penalty: 3456.549805
	Iteration 20F: 3 clusters Score -96609.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -96610.132812 Penalty: 3456.549805
	Iteration 21Q: 3 clusters Score -96610.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -96610.132812 Penalty: 3456.549805
	Iteration 22F: 3 clusters Score -96610.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -332936.593750 Penalty: 2031.894653
	Iteration 0F: 2 clusters Score -332936.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -329292.218750 Penalty: 4063.789307
	Iteration 0F: 3 clusters Score -329292.2 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -330141.437500 Penalty: 4063.789307
	Iteration 1F: 3 clusters Score -330141.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -330396.843750 Penalty: 4063.789307
	Iteration 2F: 3 clusters Score -330396.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -330685.906250 Penalty: 4063.789307
	Iteration 3F: 3 clusters Score -330685.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -330918.593750 Penalty: 4063.789307
	Iteration 4F: 3 clusters Score -330918.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -331066.562500 Penalty: 4063.789307
	Iteration 5Q: 3 clusters Score -331066.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -331182.406250 Penalty: 4063.789307
	Iteration 6Q: 3 clusters Score -331182.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -331266.937500 Penalty: 4063.789307
	Iteration 7Q: 3 clusters Score -331266.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -331334.500000 Penalty: 4063.789307
	Iteration 8Q: 3 clusters Score -331334.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -331418.843750 Penalty: 4063.789307
	Iteration 9Q: 3 clusters Score -331418.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -331531.375000 Penalty: 4063.789307
	Iteration 10Q: 3 clusters Score -331531.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -331740.718750 Penalty: 4063.789307
	Iteration 11Q: 3 clusters Score -331740.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -332022.281250 Penalty: 4063.789307
	Iteration 12Q: 3 clusters Score -332022.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -332285.093750 Penalty: 4063.789307
	Iteration 13Q: 3 clusters Score -332285.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -332498.437500 Penalty: 4063.789307
	Iteration 14Q: 3 clusters Score -332498.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -332647.375000 Penalty: 4063.789307
	Iteration 15Q: 3 clusters Score -332647.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -332748.250000 Penalty: 4063.789307
	Iteration 16Q: 3 clusters Score -332748.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -332789.562500 Penalty: 4063.789307
	Iteration 17Q: 3 clusters Score -332789.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -332812.156250 Penalty: 4063.789307
	Iteration 18Q: 3 clusters Score -332812.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -332826.937500 Penalty: 4063.789307
	Iteration 19Q: 3 clusters Score -332826.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -332843.625000 Penalty: 4063.789307
	Iteration 20F: 3 clusters Score -332843.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -332854.250000 Penalty: 4063.789307
	Iteration 21Q: 3 clusters Score -332854.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -332858.437500 Penalty: 4063.789307
	Iteration 22Q: 3 clusters Score -332858.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -332860.062500 Penalty: 4063.789307
	Iteration 23Q: 3 clusters Score -332860.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -332861.093750 Penalty: 4063.789307
	Iteration 24Q: 3 clusters Score -332861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -332861.312500 Penalty: 4063.789307
	Iteration 25Q: 3 clusters Score -332861.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -332861.593750 Penalty: 4063.789307
	Iteration 26Q: 3 clusters Score -332861.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -332861.593750 Penalty: 4063.789307
	Iteration 27F: 3 clusters Score -332861.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (232452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232452 members 
Entering Unmasked Estep 
Score: -23309238.000000 Penalty: 3064.396729
	Iteration 0F: 2 clusters Score -2.330924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 116158 members 
Entering Unmasked Estep 
Score: -23158692.000000 Penalty: 6128.793457
	Iteration 0F: 3 clusters Score -2.315869e+07 nChanged 112115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117003 members 
Mstep: Class 2 contains 115449 members 
Entering Unmasked Estep 
Score: -23224226.000000 Penalty: 6128.793457
	Iteration 1F: 3 clusters Score -2.322423e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117463 members 
Mstep: Class 2 contains 114989 members 
Entering Unmasked Estep 
Score: -23224834.000000 Penalty: 6128.793457
	Iteration 2Q: 3 clusters Score -2.322483e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118115 members 
Mstep: Class 2 contains 114337 members 
Entering Unmasked Estep 
Score: -23225528.000000 Penalty: 6128.793457
	Iteration 3Q: 3 clusters Score -2.322553e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119076 members 
Mstep: Class 2 contains 113376 members 
Entering Unmasked Estep 
Score: -23226278.000000 Penalty: 6128.793457
	Iteration 4Q: 3 clusters Score -2.322628e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120473 members 
Mstep: Class 2 contains 111979 members 
Entering Unmasked Estep 
Score: -23227344.000000 Penalty: 6128.793457
	Iteration 5Q: 3 clusters Score -2.322734e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122515 members 
Mstep: Class 2 contains 109937 members 
Entering Unmasked Estep 
Score: -23228458.000000 Penalty: 6128.793457
	Iteration 6Q: 3 clusters Score -2.322846e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125552 members 
Mstep: Class 2 contains 106900 members 
Entering Unmasked Estep 
Score: -23229878.000000 Penalty: 6128.793457
	Iteration 7Q: 3 clusters Score -2.322988e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129908 members 
Mstep: Class 2 contains 102544 members 
Entering Unmasked Estep 
Score: -23231874.000000 Penalty: 6128.793457
	Iteration 8Q: 3 clusters Score -2.323187e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136223 members 
Mstep: Class 2 contains 96229 members 
Entering Unmasked Estep 
Score: -23234946.000000 Penalty: 6128.793457
	Iteration 9Q: 3 clusters Score -2.323495e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145205 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -23240144.000000 Penalty: 6128.793457
	Iteration 10Q: 3 clusters Score -2.324014e+07 nChanged 13172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157085 members 
Mstep: Class 2 contains 75367 members 
Entering Unmasked Estep 
Score: -23248206.000000 Penalty: 6128.793457
	Iteration 11F: 3 clusters Score -2.324821e+07 nChanged 15493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171634 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -23259808.000000 Penalty: 6128.793457
	Iteration 12F: 3 clusters Score -2.325981e+07 nChanged 15778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186610 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -23272402.000000 Penalty: 6128.793457
	Iteration 13F: 3 clusters Score -2.32724e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199438 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -23282502.000000 Penalty: 6128.793457
	Iteration 14F: 3 clusters Score -2.32825e+07 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208924 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -23290180.000000 Penalty: 6128.793457
	Iteration 15Q: 3 clusters Score -2.329018e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215471 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -23294940.000000 Penalty: 6128.793457
	Iteration 16Q: 3 clusters Score -2.329494e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220189 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -23298384.000000 Penalty: 6128.793457
	Iteration 17Q: 3 clusters Score -2.329838e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223526 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -23300724.000000 Penalty: 6128.793457
	Iteration 18Q: 3 clusters Score -2.330072e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225950 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -23302292.000000 Penalty: 6128.793457
	Iteration 19Q: 3 clusters Score -2.330229e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227746 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -23303662.000000 Penalty: 6128.793457
	Iteration 20F: 3 clusters Score -2.330366e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229006 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -23304532.000000 Penalty: 6128.793457
	Iteration 21Q: 3 clusters Score -2.330453e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229837 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -23305150.000000 Penalty: 6128.793457
	Iteration 22Q: 3 clusters Score -2.330515e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230404 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -23305550.000000 Penalty: 6128.793457
	Iteration 23Q: 3 clusters Score -2.330555e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230746 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -23305860.000000 Penalty: 6128.793457
	Iteration 24Q: 3 clusters Score -2.330586e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231000 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -23306006.000000 Penalty: 6128.793457
	Iteration 25Q: 3 clusters Score -2.330601e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231159 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -23306158.000000 Penalty: 6128.793457
	Iteration 26Q: 3 clusters Score -2.330616e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231282 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -23306244.000000 Penalty: 6128.793457
	Iteration 27Q: 3 clusters Score -2.330624e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231383 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -23306350.000000 Penalty: 6128.793457
	Iteration 28Q: 3 clusters Score -2.330635e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231453 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -23306416.000000 Penalty: 6128.793457
	Iteration 29Q: 3 clusters Score -2.330642e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231502 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -23306422.000000 Penalty: 6128.793457
	Iteration 30Q: 3 clusters Score -2.330642e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231534 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -23306462.000000 Penalty: 6128.793457
	Iteration 31Q: 3 clusters Score -2.330646e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231562 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -23306470.000000 Penalty: 6128.793457
	Iteration 32Q: 3 clusters Score -2.330647e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231585 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -23306484.000000 Penalty: 6128.793457
	Iteration 33Q: 3 clusters Score -2.330648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231603 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -23306504.000000 Penalty: 6128.793457
	Iteration 34Q: 3 clusters Score -2.33065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231610 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -23306518.000000 Penalty: 6128.793457
	Iteration 35Q: 3 clusters Score -2.330652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231616 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -23306512.000000 Penalty: 6128.793457
	Iteration 36Q: 3 clusters Score -2.330651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231624 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -23306520.000000 Penalty: 6128.793457
	Iteration 37Q: 3 clusters Score -2.330652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231628 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -23306532.000000 Penalty: 6128.793457
	Iteration 38Q: 3 clusters Score -2.330653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231633 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -23306518.000000 Penalty: 6128.793457
	Iteration 39Q: 3 clusters Score -2.330652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231636 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -23306530.000000 Penalty: 6128.793457
	Iteration 40F: 3 clusters Score -2.330653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Entering Unmasked Estep 
Score: -973148.937500 Penalty: 2278.900879
	Iteration 0F: 2 clusters Score -973148.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -965563.000000 Penalty: 4557.801758
	Iteration 0F: 3 clusters Score -965563 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -967638.000000 Penalty: 4557.801758
	Iteration 1F: 3 clusters Score -967638 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -967886.125000 Penalty: 4557.801758
	Iteration 2F: 3 clusters Score -967886.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -968088.000000 Penalty: 4557.801758
	Iteration 3Q: 3 clusters Score -968088 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -968262.437500 Penalty: 4557.801758
	Iteration 4Q: 3 clusters Score -968262.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -968422.187500 Penalty: 4557.801758
	Iteration 5Q: 3 clusters Score -968422.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -968600.062500 Penalty: 4557.801758
	Iteration 6Q: 3 clusters Score -968600.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -968794.500000 Penalty: 4557.801758
	Iteration 7Q: 3 clusters Score -968794.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -969047.875000 Penalty: 4557.801758
	Iteration 8Q: 3 clusters Score -969047.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -969355.750000 Penalty: 4557.801758
	Iteration 9Q: 3 clusters Score -969355.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -969759.250000 Penalty: 4557.801758
	Iteration 10F: 3 clusters Score -969759.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -970130.750000 Penalty: 4557.801758
	Iteration 11Q: 3 clusters Score -970130.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -970482.062500 Penalty: 4557.801758
	Iteration 12Q: 3 clusters Score -970482.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -970764.687500 Penalty: 4557.801758
	Iteration 13Q: 3 clusters Score -970764.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -970965.812500 Penalty: 4557.801758
	Iteration 14Q: 3 clusters Score -970965.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -971097.437500 Penalty: 4557.801758
	Iteration 15Q: 3 clusters Score -971097.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -971200.562500 Penalty: 4557.801758
	Iteration 16Q: 3 clusters Score -971200.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -971271.937500 Penalty: 4557.801758
	Iteration 17Q: 3 clusters Score -971271.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -971320.437500 Penalty: 4557.801758
	Iteration 18Q: 3 clusters Score -971320.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -971347.375000 Penalty: 4557.801758
	Iteration 19Q: 3 clusters Score -971347.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -971371.750000 Penalty: 4557.801758
	Iteration 20F: 3 clusters Score -971371.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -971387.125000 Penalty: 4557.801758
	Iteration 21Q: 3 clusters Score -971387.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -971390.875000 Penalty: 4557.801758
	Iteration 22Q: 3 clusters Score -971390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -971394.375000 Penalty: 4557.801758
	Iteration 23Q: 3 clusters Score -971394.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -971403.437500 Penalty: 4557.801758
	Iteration 24Q: 3 clusters Score -971403.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -971405.062500 Penalty: 4557.801758
	Iteration 25Q: 3 clusters Score -971405.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -971409.687500 Penalty: 4557.801758
	Iteration 26Q: 3 clusters Score -971409.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -971413.812500 Penalty: 4557.801758
	Iteration 27Q: 3 clusters Score -971413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -971419.562500 Penalty: 4557.801758
	Iteration 28Q: 3 clusters Score -971419.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -971426.250000 Penalty: 4557.801758
	Iteration 29Q: 3 clusters Score -971426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -971431.250000 Penalty: 4557.801758
	Iteration 30Q: 3 clusters Score -971431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -971431.875000 Penalty: 4557.801758
	Iteration 31Q: 3 clusters Score -971431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -971433.250000 Penalty: 4557.801758
	Iteration 32Q: 3 clusters Score -971433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -971432.812500 Penalty: 4557.801758
	Iteration 33Q: 3 clusters Score -971432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -971434.250000 Penalty: 4557.801758
	Iteration 34Q: 3 clusters Score -971434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -971435.437500 Penalty: 4557.801758
	Iteration 35Q: 3 clusters Score -971435.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -971435.437500 Penalty: 4557.801758
	Iteration 36F: 3 clusters Score -971435.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Entering Unmasked Estep 
Score: -760403.562500 Penalty: 2212.256592
	Iteration 0F: 2 clusters Score -760403.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -754266.375000 Penalty: 4424.513184
	Iteration 0F: 3 clusters Score -754266.4 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -756016.750000 Penalty: 4424.513184
	Iteration 1F: 3 clusters Score -756016.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -756323.750000 Penalty: 4424.513184
	Iteration 2F: 3 clusters Score -756323.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -756569.625000 Penalty: 4424.513184
	Iteration 3F: 3 clusters Score -756569.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -756747.812500 Penalty: 4424.513184
	Iteration 4Q: 3 clusters Score -756747.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -756911.437500 Penalty: 4424.513184
	Iteration 5Q: 3 clusters Score -756911.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -757086.062500 Penalty: 4424.513184
	Iteration 6Q: 3 clusters Score -757086.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -757264.812500 Penalty: 4424.513184
	Iteration 7Q: 3 clusters Score -757264.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -757474.875000 Penalty: 4424.513184
	Iteration 8Q: 3 clusters Score -757474.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -757690.812500 Penalty: 4424.513184
	Iteration 9Q: 3 clusters Score -757690.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -757888.375000 Penalty: 4424.513184
	Iteration 10Q: 3 clusters Score -757888.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -758059.625000 Penalty: 4424.513184
	Iteration 11Q: 3 clusters Score -758059.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -758215.750000 Penalty: 4424.513184
	Iteration 12Q: 3 clusters Score -758215.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -758328.875000 Penalty: 4424.513184
	Iteration 13Q: 3 clusters Score -758328.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -758397.312500 Penalty: 4424.513184
	Iteration 14Q: 3 clusters Score -758397.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -758448.125000 Penalty: 4424.513184
	Iteration 15Q: 3 clusters Score -758448.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -758476.937500 Penalty: 4424.513184
	Iteration 16Q: 3 clusters Score -758476.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -758497.875000 Penalty: 4424.513184
	Iteration 17Q: 3 clusters Score -758497.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -758513.250000 Penalty: 4424.513184
	Iteration 18Q: 3 clusters Score -758513.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -758529.125000 Penalty: 4424.513184
	Iteration 19Q: 3 clusters Score -758529.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -758537.500000 Penalty: 4424.513184
	Iteration 20F: 3 clusters Score -758537.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -758543.312500 Penalty: 4424.513184
	Iteration 21Q: 3 clusters Score -758543.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -758547.187500 Penalty: 4424.513184
	Iteration 22Q: 3 clusters Score -758547.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -758549.250000 Penalty: 4424.513184
	Iteration 23Q: 3 clusters Score -758549.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -758550.687500 Penalty: 4424.513184
	Iteration 24Q: 3 clusters Score -758550.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -758555.000000 Penalty: 4424.513184
	Iteration 25Q: 3 clusters Score -758555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -758558.312500 Penalty: 4424.513184
	Iteration 26Q: 3 clusters Score -758558.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -758561.000000 Penalty: 4424.513184
	Iteration 27Q: 3 clusters Score -758561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -758562.000000 Penalty: 4424.513184
	Iteration 28Q: 3 clusters Score -758562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -758565.125000 Penalty: 4424.513184
	Iteration 29Q: 3 clusters Score -758565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -758567.312500 Penalty: 4424.513184
	Iteration 30Q: 3 clusters Score -758567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -758570.125000 Penalty: 4424.513184
	Iteration 31Q: 3 clusters Score -758570.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -758573.187500 Penalty: 4424.513184
	Iteration 32Q: 3 clusters Score -758573.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -758573.312500 Penalty: 4424.513184
	Iteration 33Q: 3 clusters Score -758573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -758577.500000 Penalty: 4424.513184
	Iteration 34Q: 3 clusters Score -758577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -758580.625000 Penalty: 4424.513184
	Iteration 35Q: 3 clusters Score -758580.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -758583.750000 Penalty: 4424.513184
	Iteration 36Q: 3 clusters Score -758583.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -758588.687500 Penalty: 4424.513184
	Iteration 37Q: 3 clusters Score -758588.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -758591.125000 Penalty: 4424.513184
	Iteration 38Q: 3 clusters Score -758591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -758593.500000 Penalty: 4424.513184
	Iteration 39Q: 3 clusters Score -758593.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -758594.750000 Penalty: 4424.513184
	Iteration 40F: 3 clusters Score -758594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -758596.625000 Penalty: 4424.513184
	Iteration 41Q: 3 clusters Score -758596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -758596.125000 Penalty: 4424.513184
	Iteration 42Q: 3 clusters Score -758596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -758597.437500 Penalty: 4424.513184
	Iteration 43Q: 3 clusters Score -758597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -758597.250000 Penalty: 4424.513184
	Iteration 44Q: 3 clusters Score -758597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -758598.562500 Penalty: 4424.513184
	Iteration 45Q: 3 clusters Score -758598.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -758598.875000 Penalty: 4424.513184
	Iteration 46Q: 3 clusters Score -758598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -758598.875000 Penalty: 4424.513184
	Iteration 47F: 3 clusters Score -758598.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1531945.250000 Penalty: 2383.260498
	Iteration 0F: 2 clusters Score -1531945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1521220.375000 Penalty: 4766.520996
	Iteration 0F: 3 clusters Score -1521220 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1524523.375000 Penalty: 4766.520996
	Iteration 1F: 3 clusters Score -1524523 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1524884.000000 Penalty: 4766.520996
	Iteration 2F: 3 clusters Score -1524884 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1525200.000000 Penalty: 4766.520996
	Iteration 3Q: 3 clusters Score -1525200 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1525507.250000 Penalty: 4766.520996
	Iteration 4Q: 3 clusters Score -1525507 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1525797.375000 Penalty: 4766.520996
	Iteration 5Q: 3 clusters Score -1525797 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1526105.125000 Penalty: 4766.520996
	Iteration 6Q: 3 clusters Score -1526105 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1526489.375000 Penalty: 4766.520996
	Iteration 7Q: 3 clusters Score -1526489 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1526997.750000 Penalty: 4766.520996
	Iteration 8Q: 3 clusters Score -1526998 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1527597.000000 Penalty: 4766.520996
	Iteration 9F: 3 clusters Score -1527597 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1528216.375000 Penalty: 4766.520996
	Iteration 10Q: 3 clusters Score -1528216 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1528752.250000 Penalty: 4766.520996
	Iteration 11Q: 3 clusters Score -1528752 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1529096.250000 Penalty: 4766.520996
	Iteration 12Q: 3 clusters Score -1529096 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1529270.500000 Penalty: 4766.520996
	Iteration 13Q: 3 clusters Score -1529270 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1529367.875000 Penalty: 4766.520996
	Iteration 14Q: 3 clusters Score -1529368 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1529433.000000 Penalty: 4766.520996
	Iteration 15Q: 3 clusters Score -1529433 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1529474.125000 Penalty: 4766.520996
	Iteration 16Q: 3 clusters Score -1529474 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1529512.250000 Penalty: 4766.520996
	Iteration 17Q: 3 clusters Score -1529512 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1529540.000000 Penalty: 4766.520996
	Iteration 18Q: 3 clusters Score -1529540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1529563.750000 Penalty: 4766.520996
	Iteration 19Q: 3 clusters Score -1529564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1529585.625000 Penalty: 4766.520996
	Iteration 20F: 3 clusters Score -1529586 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1529614.750000 Penalty: 4766.520996
	Iteration 21Q: 3 clusters Score -1529615 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1529635.875000 Penalty: 4766.520996
	Iteration 22Q: 3 clusters Score -1529636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1529662.125000 Penalty: 4766.520996
	Iteration 23Q: 3 clusters Score -1529662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1529673.750000 Penalty: 4766.520996
	Iteration 24Q: 3 clusters Score -1529674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1529681.375000 Penalty: 4766.520996
	Iteration 25Q: 3 clusters Score -1529681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1529688.125000 Penalty: 4766.520996
	Iteration 26Q: 3 clusters Score -1529688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1529696.250000 Penalty: 4766.520996
	Iteration 27Q: 3 clusters Score -1529696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1529700.250000 Penalty: 4766.520996
	Iteration 28Q: 3 clusters Score -1529700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1529704.750000 Penalty: 4766.520996
	Iteration 29Q: 3 clusters Score -1529705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1529708.125000 Penalty: 4766.520996
	Iteration 30Q: 3 clusters Score -1529708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1529718.875000 Penalty: 4766.520996
	Iteration 31Q: 3 clusters Score -1529719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1529724.250000 Penalty: 4766.520996
	Iteration 32Q: 3 clusters Score -1529724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1529727.125000 Penalty: 4766.520996
	Iteration 33Q: 3 clusters Score -1529727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1529731.125000 Penalty: 4766.520996
	Iteration 34Q: 3 clusters Score -1529731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1529733.625000 Penalty: 4766.520996
	Iteration 35Q: 3 clusters Score -1529734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1529737.250000 Penalty: 4766.520996
	Iteration 36Q: 3 clusters Score -1529737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1529739.125000 Penalty: 4766.520996
	Iteration 37Q: 3 clusters Score -1529739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1529748.000000 Penalty: 4766.520996
	Iteration 38Q: 3 clusters Score -1529748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1529760.000000 Penalty: 4766.520996
	Iteration 39Q: 3 clusters Score -1529760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1529770.625000 Penalty: 4766.520996
	Iteration 40F: 3 clusters Score -1529771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1529776.375000 Penalty: 4766.520996
	Iteration 41Q: 3 clusters Score -1529776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1529784.625000 Penalty: 4766.520996
	Iteration 42Q: 3 clusters Score -1529785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1529787.625000 Penalty: 4766.520996
	Iteration 43Q: 3 clusters Score -1529788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1529788.625000 Penalty: 4766.520996
	Iteration 44Q: 3 clusters Score -1529789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1529795.500000 Penalty: 4766.520996
	Iteration 45Q: 3 clusters Score -1529796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1529796.000000 Penalty: 4766.520996
	Iteration 46Q: 3 clusters Score -1529796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1529795.625000 Penalty: 4766.520996
	Iteration 47Q: 3 clusters Score -1529796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1529801.625000 Penalty: 4766.520996
	Iteration 48Q: 3 clusters Score -1529802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1529801.500000 Penalty: 4766.520996
	Iteration 49Q: 3 clusters Score -1529802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1529804.000000 Penalty: 4766.520996
	Iteration 50Q: 3 clusters Score -1529804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1529807.875000 Penalty: 4766.520996
	Iteration 51Q: 3 clusters Score -1529808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1529806.125000 Penalty: 4766.520996
	Iteration 52Q: 3 clusters Score -1529806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1529815.875000 Penalty: 4766.520996
	Iteration 53Q: 3 clusters Score -1529816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1529817.375000 Penalty: 4766.520996
	Iteration 54Q: 3 clusters Score -1529817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1529822.750000 Penalty: 4766.520996
	Iteration 55Q: 3 clusters Score -1529823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1529821.750000 Penalty: 4766.520996
	Iteration 56Q: 3 clusters Score -1529822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1529828.250000 Penalty: 4766.520996
	Iteration 57Q: 3 clusters Score -1529828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1529828.875000 Penalty: 4766.520996
	Iteration 58Q: 3 clusters Score -1529829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1529830.875000 Penalty: 4766.520996
	Iteration 59Q: 3 clusters Score -1529831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1529831.125000 Penalty: 4766.520996
	Iteration 60F: 3 clusters Score -1529831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1529832.500000 Penalty: 4766.520996
	Iteration 61Q: 3 clusters Score -1529832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1529838.250000 Penalty: 4766.520996
	Iteration 62Q: 3 clusters Score -1529838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1529844.750000 Penalty: 4766.520996
	Iteration 63Q: 3 clusters Score -1529845 nChanged 8
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: -1529848.125000 Penalty: 4766.520996
	Iteration 64Q: 3 clusters Score -1529848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1529851.125000 Penalty: 4766.520996
	Iteration 65Q: 3 clusters Score -1529851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1529848.500000 Penalty: 4766.520996
	Iteration 66Q: 3 clusters Score -1529848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1529852.000000 Penalty: 4766.520996
	Iteration 67Q: 3 clusters Score -1529852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1529855.625000 Penalty: 4766.520996
	Iteration 68Q: 3 clusters Score -1529856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1529856.250000 Penalty: 4766.520996
	Iteration 69Q: 3 clusters Score -1529856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1529857.250000 Penalty: 4766.520996
	Iteration 70Q: 3 clusters Score -1529857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1529860.750000 Penalty: 4766.520996
	Iteration 71Q: 3 clusters Score -1529861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1529865.375000 Penalty: 4766.520996
	Iteration 72Q: 3 clusters Score -1529865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1529863.375000 Penalty: 4766.520996
	Iteration 73Q: 3 clusters Score -1529863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1529865.250000 Penalty: 4766.520996
	Iteration 74Q: 3 clusters Score -1529865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1529866.750000 Penalty: 4766.520996
	Iteration 75Q: 3 clusters Score -1529867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1529866.000000 Penalty: 4766.520996
	Iteration 76Q: 3 clusters Score -1529866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1529867.625000 Penalty: 4766.520996
	Iteration 77Q: 3 clusters Score -1529868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1529871.875000 Penalty: 4766.520996
	Iteration 78Q: 3 clusters Score -1529872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1529873.000000 Penalty: 4766.520996
	Iteration 79Q: 3 clusters Score -1529873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1529876.875000 Penalty: 4766.520996
	Iteration 80F: 3 clusters Score -1529877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1529882.375000 Penalty: 4766.520996
	Iteration 81Q: 3 clusters Score -1529882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1529881.250000 Penalty: 4766.520996
	Iteration 82Q: 3 clusters Score -1529881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1529882.375000 Penalty: 4766.520996
	Iteration 83Q: 3 clusters Score -1529882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1529884.625000 Penalty: 4766.520996
	Iteration 84Q: 3 clusters Score -1529885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1529887.375000 Penalty: 4766.520996
	Iteration 85Q: 3 clusters Score -1529887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1529891.500000 Penalty: 4766.520996
	Iteration 86Q: 3 clusters Score -1529892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1529892.875000 Penalty: 4766.520996
	Iteration 87Q: 3 clusters Score -1529893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1529891.250000 Penalty: 4766.520996
	Iteration 88Q: 3 clusters Score -1529891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1529892.750000 Penalty: 4766.520996
	Iteration 89Q: 3 clusters Score -1529893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1529892.000000 Penalty: 4766.520996
	Iteration 90Q: 3 clusters Score -1529892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1529891.500000 Penalty: 4766.520996
	Iteration 91Q: 3 clusters Score -1529892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1529894.375000 Penalty: 4766.520996
	Iteration 92Q: 3 clusters Score -1529894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1529892.125000 Penalty: 4766.520996
	Iteration 93Q: 3 clusters Score -1529892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1529894.375000 Penalty: 4766.520996
	Iteration 94Q: 3 clusters Score -1529894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1529894.500000 Penalty: 4766.520996
	Iteration 95Q: 3 clusters Score -1529894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1529896.000000 Penalty: 4766.520996
	Iteration 96Q: 3 clusters Score -1529896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1529896.000000 Penalty: 4766.520996
	Iteration 97F: 3 clusters Score -1529896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Entering Unmasked Estep 
Score: -466047.750000 Penalty: 2108.112549
	Iteration 0F: 2 clusters Score -466047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -461590.343750 Penalty: 4216.225098
	Iteration 0F: 3 clusters Score -461590.3 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -462803.343750 Penalty: 4216.225098
	Iteration 1F: 3 clusters Score -462803.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -463095.031250 Penalty: 4216.225098
	Iteration 2F: 3 clusters Score -463095 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -463374.968750 Penalty: 4216.225098
	Iteration 3F: 3 clusters Score -463375 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -463661.843750 Penalty: 4216.225098
	Iteration 4F: 3 clusters Score -463661.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -463976.281250 Penalty: 4216.225098
	Iteration 5F: 3 clusters Score -463976.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -464213.156250 Penalty: 4216.225098
	Iteration 6F: 3 clusters Score -464213.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -464349.062500 Penalty: 4216.225098
	Iteration 7Q: 3 clusters Score -464349.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -464421.156250 Penalty: 4216.225098
	Iteration 8Q: 3 clusters Score -464421.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -464469.937500 Penalty: 4216.225098
	Iteration 9Q: 3 clusters Score -464469.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -464512.156250 Penalty: 4216.225098
	Iteration 10Q: 3 clusters Score -464512.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -464538.125000 Penalty: 4216.225098
	Iteration 11Q: 3 clusters Score -464538.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -464553.625000 Penalty: 4216.225098
	Iteration 12Q: 3 clusters Score -464553.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -464563.187500 Penalty: 4216.225098
	Iteration 13Q: 3 clusters Score -464563.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -464569.468750 Penalty: 4216.225098
	Iteration 14Q: 3 clusters Score -464569.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -464573.625000 Penalty: 4216.225098
	Iteration 15Q: 3 clusters Score -464573.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -464575.875000 Penalty: 4216.225098
	Iteration 16Q: 3 clusters Score -464575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -464576.843750 Penalty: 4216.225098
	Iteration 17Q: 3 clusters Score -464576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -464578.656250 Penalty: 4216.225098
	Iteration 18Q: 3 clusters Score -464578.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -464580.500000 Penalty: 4216.225098
	Iteration 19Q: 3 clusters Score -464580.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -464582.156250 Penalty: 4216.225098
	Iteration 20F: 3 clusters Score -464582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -464582.562500 Penalty: 4216.225098
	Iteration 21Q: 3 clusters Score -464582.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -464582.562500 Penalty: 4216.225098
	Iteration 22F: 3 clusters Score -464582.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (70650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70650 members 
Entering Unmasked Estep 
Score: -7170631.500000 Penalty: 2769.042236
	Iteration 0F: 2 clusters Score -7170632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -7123396.000000 Penalty: 5538.084473
	Iteration 0F: 3 clusters Score -7123396 nChanged 32916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -7141874.000000 Penalty: 5538.084473
	Iteration 1F: 3 clusters Score -7141874 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -7142641.000000 Penalty: 5538.084473
	Iteration 2Q: 3 clusters Score -7142641 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -7143524.500000 Penalty: 5538.084473
	Iteration 3Q: 3 clusters Score -7143524 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -7144787.500000 Penalty: 5538.084473
	Iteration 4Q: 3 clusters Score -7144788 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -7146676.000000 Penalty: 5538.084473
	Iteration 5F: 3 clusters Score -7146676 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -7149297.500000 Penalty: 5538.084473
	Iteration 6F: 3 clusters Score -7149298 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -7152639.500000 Penalty: 5538.084473
	Iteration 7F: 3 clusters Score -7152640 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -7156469.500000 Penalty: 5538.084473
	Iteration 8F: 3 clusters Score -7156470 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -7160296.000000 Penalty: 5538.084473
	Iteration 9F: 3 clusters Score -7160296 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64642 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -7163398.000000 Penalty: 5538.084473
	Iteration 10F: 3 clusters Score -7163398 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -7165463.500000 Penalty: 5538.084473
	Iteration 11Q: 3 clusters Score -7165464 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7166791.000000 Penalty: 5538.084473
	Iteration 12Q: 3 clusters Score -7166791 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7167471.500000 Penalty: 5538.084473
	Iteration 13Q: 3 clusters Score -7167472 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7167842.500000 Penalty: 5538.084473
	Iteration 14Q: 3 clusters Score -7167842 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7168045.000000 Penalty: 5538.084473
	Iteration 15Q: 3 clusters Score -7168045 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70092 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7168116.000000 Penalty: 5538.084473
	Iteration 16Q: 3 clusters Score -7168116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7168184.000000 Penalty: 5538.084473
	Iteration 17Q: 3 clusters Score -7168184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7168232.500000 Penalty: 5538.084473
	Iteration 18Q: 3 clusters Score -7168232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7168255.500000 Penalty: 5538.084473
	Iteration 19Q: 3 clusters Score -7168256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7168266.000000 Penalty: 5538.084473
	Iteration 20F: 3 clusters Score -7168266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7168275.500000 Penalty: 5538.084473
	Iteration 21Q: 3 clusters Score -7168276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7168273.000000 Penalty: 5538.084473
	Iteration 22Q: 3 clusters Score -7168273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7168276.000000 Penalty: 5538.084473
	Iteration 23Q: 3 clusters Score -7168276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7168281.500000 Penalty: 5538.084473
	Iteration 24Q: 3 clusters Score -7168282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7168273.000000 Penalty: 5538.084473
	Iteration 25Q: 3 clusters Score -7168273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7168277.500000 Penalty: 5538.084473
	Iteration 26Q: 3 clusters Score -7168278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7168276.500000 Penalty: 5538.084473
	Iteration 27Q: 3 clusters Score -7168276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7168276.500000 Penalty: 5538.084473
	Iteration 28F: 3 clusters Score -7168276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -187824.656250 Penalty: 1883.406616
	Iteration 0F: 2 clusters Score -187824.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -185201.546875 Penalty: 3766.813232
	Iteration 0F: 3 clusters Score -185201.5 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -185718.625000 Penalty: 3766.813232
	Iteration 1F: 3 clusters Score -185718.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -185900.203125 Penalty: 3766.813232
	Iteration 2F: 3 clusters Score -185900.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -186005.718750 Penalty: 3766.813232
	Iteration 3F: 3 clusters Score -186005.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -186075.906250 Penalty: 3766.813232
	Iteration 4Q: 3 clusters Score -186075.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -186126.937500 Penalty: 3766.813232
	Iteration 5Q: 3 clusters Score -186126.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -186172.875000 Penalty: 3766.813232
	Iteration 6Q: 3 clusters Score -186172.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -186236.828125 Penalty: 3766.813232
	Iteration 7Q: 3 clusters Score -186236.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -186294.609375 Penalty: 3766.813232
	Iteration 8Q: 3 clusters Score -186294.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -186357.031250 Penalty: 3766.813232
	Iteration 9Q: 3 clusters Score -186357 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -186416.656250 Penalty: 3766.813232
	Iteration 10Q: 3 clusters Score -186416.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -186467.828125 Penalty: 3766.813232
	Iteration 11Q: 3 clusters Score -186467.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -186506.765625 Penalty: 3766.813232
	Iteration 12Q: 3 clusters Score -186506.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -186575.031250 Penalty: 3766.813232
	Iteration 13Q: 3 clusters Score -186575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -186645.015625 Penalty: 3766.813232
	Iteration 14Q: 3 clusters Score -186645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -186690.125000 Penalty: 3766.813232
	Iteration 15Q: 3 clusters Score -186690.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -186722.250000 Penalty: 3766.813232
	Iteration 16Q: 3 clusters Score -186722.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -186742.609375 Penalty: 3766.813232
	Iteration 17Q: 3 clusters Score -186742.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -186764.546875 Penalty: 3766.813232
	Iteration 18Q: 3 clusters Score -186764.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -186775.578125 Penalty: 3766.813232
	Iteration 19Q: 3 clusters Score -186775.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -186779.937500 Penalty: 3766.813232
	Iteration 20F: 3 clusters Score -186779.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -186787.828125 Penalty: 3766.813232
	Iteration 21Q: 3 clusters Score -186787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -186789.875000 Penalty: 3766.813232
	Iteration 22Q: 3 clusters Score -186789.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -186796.406250 Penalty: 3766.813232
	Iteration 23Q: 3 clusters Score -186796.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -186799.406250 Penalty: 3766.813232
	Iteration 24Q: 3 clusters Score -186799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -186801.812500 Penalty: 3766.813232
	Iteration 25Q: 3 clusters Score -186801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -186802.828125 Penalty: 3766.813232
	Iteration 26Q: 3 clusters Score -186802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -186803.218750 Penalty: 3766.813232
	Iteration 27Q: 3 clusters Score -186803.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -186803.640625 Penalty: 3766.813232
	Iteration 28Q: 3 clusters Score -186803.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -186803.640625 Penalty: 3766.813232
	Iteration 29F: 3 clusters Score -186803.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -439729.218750 Penalty: 2085.748291
	Iteration 0F: 2 clusters Score -439729.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -435556.062500 Penalty: 4171.496582
	Iteration 0F: 3 clusters Score -435556.1 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -436609.312500 Penalty: 4171.496582
	Iteration 1F: 3 clusters Score -436609.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -436817.468750 Penalty: 4171.496582
	Iteration 2F: 3 clusters Score -436817.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -436966.281250 Penalty: 4171.496582
	Iteration 3F: 3 clusters Score -436966.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -437070.187500 Penalty: 4171.496582
	Iteration 4Q: 3 clusters Score -437070.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -437167.468750 Penalty: 4171.496582
	Iteration 5Q: 3 clusters Score -437167.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -437273.375000 Penalty: 4171.496582
	Iteration 6Q: 3 clusters Score -437273.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -437377.968750 Penalty: 4171.496582
	Iteration 7Q: 3 clusters Score -437378 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -437481.593750 Penalty: 4171.496582
	Iteration 8Q: 3 clusters Score -437481.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -437613.718750 Penalty: 4171.496582
	Iteration 9Q: 3 clusters Score -437613.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -437782.875000 Penalty: 4171.496582
	Iteration 10Q: 3 clusters Score -437782.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -437999.906250 Penalty: 4171.496582
	Iteration 11Q: 3 clusters Score -437999.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -438158.062500 Penalty: 4171.496582
	Iteration 12Q: 3 clusters Score -438158.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -438298.187500 Penalty: 4171.496582
	Iteration 13Q: 3 clusters Score -438298.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -438387.218750 Penalty: 4171.496582
	Iteration 14Q: 3 clusters Score -438387.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -438434.000000 Penalty: 4171.496582
	Iteration 15Q: 3 clusters Score -438434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -438466.968750 Penalty: 4171.496582
	Iteration 16Q: 3 clusters Score -438467 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -438494.500000 Penalty: 4171.496582
	Iteration 17Q: 3 clusters Score -438494.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -438516.437500 Penalty: 4171.496582
	Iteration 18Q: 3 clusters Score -438516.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -438535.375000 Penalty: 4171.496582
	Iteration 19Q: 3 clusters Score -438535.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -438545.250000 Penalty: 4171.496582
	Iteration 20F: 3 clusters Score -438545.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -438551.906250 Penalty: 4171.496582
	Iteration 21Q: 3 clusters Score -438551.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -438558.406250 Penalty: 4171.496582
	Iteration 22Q: 3 clusters Score -438558.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -438564.875000 Penalty: 4171.496582
	Iteration 23Q: 3 clusters Score -438564.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -438568.625000 Penalty: 4171.496582
	Iteration 24Q: 3 clusters Score -438568.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -438570.781250 Penalty: 4171.496582
	Iteration 25Q: 3 clusters Score -438570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -438572.406250 Penalty: 4171.496582
	Iteration 26Q: 3 clusters Score -438572.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -438572.187500 Penalty: 4171.496582
	Iteration 27Q: 3 clusters Score -438572.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -438573.593750 Penalty: 4171.496582
	Iteration 28Q: 3 clusters Score -438573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -438573.875000 Penalty: 4171.496582
	Iteration 29Q: 3 clusters Score -438573.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -438573.843750 Penalty: 4171.496582
	Iteration 30Q: 3 clusters Score -438573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -438575.218750 Penalty: 4171.496582
	Iteration 31Q: 3 clusters Score -438575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -438574.906250 Penalty: 4171.496582
	Iteration 32Q: 3 clusters Score -438574.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -438574.906250 Penalty: 4171.496582
	Iteration 33F: 3 clusters Score -438574.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Entering Unmasked Estep 
Score: -647791.375000 Penalty: 2220.470459
	Iteration 0F: 2 clusters Score -647791.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -641609.562500 Penalty: 4440.940918
	Iteration 0F: 3 clusters Score -641609.6 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -643767.937500 Penalty: 4440.940918
	Iteration 1F: 3 clusters Score -643767.9 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -644722.625000 Penalty: 4440.940918
	Iteration 2F: 3 clusters Score -644722.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -645541.937500 Penalty: 4440.940918
	Iteration 3F: 3 clusters Score -645541.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -646138.937500 Penalty: 4440.940918
	Iteration 4F: 3 clusters Score -646138.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -646532.187500 Penalty: 4440.940918
	Iteration 5F: 3 clusters Score -646532.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -646773.562500 Penalty: 4440.940918
	Iteration 6Q: 3 clusters Score -646773.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -646952.312500 Penalty: 4440.940918
	Iteration 7Q: 3 clusters Score -646952.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -647088.812500 Penalty: 4440.940918
	Iteration 8Q: 3 clusters Score -647088.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -647213.750000 Penalty: 4440.940918
	Iteration 9Q: 3 clusters Score -647213.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -647329.687500 Penalty: 4440.940918
	Iteration 10Q: 3 clusters Score -647329.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -647416.062500 Penalty: 4440.940918
	Iteration 11Q: 3 clusters Score -647416.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -647487.625000 Penalty: 4440.940918
	Iteration 12Q: 3 clusters Score -647487.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -647548.250000 Penalty: 4440.940918
	Iteration 13Q: 3 clusters Score -647548.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -647599.000000 Penalty: 4440.940918
	Iteration 14Q: 3 clusters Score -647599 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -647652.562500 Penalty: 4440.940918
	Iteration 15Q: 3 clusters Score -647652.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -647702.687500 Penalty: 4440.940918
	Iteration 16Q: 3 clusters Score -647702.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -647769.187500 Penalty: 4440.940918
	Iteration 17Q: 3 clusters Score -647769.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -647835.187500 Penalty: 4440.940918
	Iteration 18Q: 3 clusters Score -647835.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -647894.437500 Penalty: 4440.940918
	Iteration 19Q: 3 clusters Score -647894.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -647937.625000 Penalty: 4440.940918
	Iteration 20F: 3 clusters Score -647937.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -647990.000000 Penalty: 4440.940918
	Iteration 21Q: 3 clusters Score -647990 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -648050.937500 Penalty: 4440.940918
	Iteration 22Q: 3 clusters Score -648050.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -648095.250000 Penalty: 4440.940918
	Iteration 23Q: 3 clusters Score -648095.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -648133.125000 Penalty: 4440.940918
	Iteration 24Q: 3 clusters Score -648133.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -648169.812500 Penalty: 4440.940918
	Iteration 25Q: 3 clusters Score -648169.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -648197.562500 Penalty: 4440.940918
	Iteration 26Q: 3 clusters Score -648197.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -648217.750000 Penalty: 4440.940918
	Iteration 27Q: 3 clusters Score -648217.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -648226.625000 Penalty: 4440.940918
	Iteration 28Q: 3 clusters Score -648226.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -648233.062500 Penalty: 4440.940918
	Iteration 29Q: 3 clusters Score -648233.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -648237.750000 Penalty: 4440.940918
	Iteration 30Q: 3 clusters Score -648237.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -648244.125000 Penalty: 4440.940918
	Iteration 31Q: 3 clusters Score -648244.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -648245.812500 Penalty: 4440.940918
	Iteration 32Q: 3 clusters Score -648245.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -648245.312500 Penalty: 4440.940918
	Iteration 33Q: 3 clusters Score -648245.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -648245.312500 Penalty: 4440.940918
	Iteration 34Q: 3 clusters Score -648245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -648247.562500 Penalty: 4440.940918
	Iteration 35Q: 3 clusters Score -648247.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -648246.687500 Penalty: 4440.940918
	Iteration 36Q: 3 clusters Score -648246.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -648248.375000 Penalty: 4440.940918
	Iteration 37Q: 3 clusters Score -648248.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -648250.062500 Penalty: 4440.940918
	Iteration 38Q: 3 clusters Score -648250.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -648252.062500 Penalty: 4440.940918
	Iteration 39Q: 3 clusters Score -648252.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -648252.937500 Penalty: 4440.940918
	Iteration 40F: 3 clusters Score -648252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -648253.750000 Penalty: 4440.940918
	Iteration 41Q: 3 clusters Score -648253.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -648253.687500 Penalty: 4440.940918
	Iteration 42Q: 3 clusters Score -648253.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -648254.125000 Penalty: 4440.940918
	Iteration 43Q: 3 clusters Score -648254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -648256.562500 Penalty: 4440.940918
	Iteration 44Q: 3 clusters Score -648256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -648256.312500 Penalty: 4440.940918
	Iteration 45Q: 3 clusters Score -648256.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -648256.312500 Penalty: 4440.940918
	Iteration 46F: 3 clusters Score -648256.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201796 members 
Mstep: Class 2 contains 213942 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 64320 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 20101 members 
Mstep: Class 11 contains 24647 members 
Mstep: Class 12 contains 23948 members 
Mstep: Class 13 contains 9845 members 
Mstep: Class 14 contains 161942 members 
Mstep: Class 15 contains 48375 members 
Mstep: Class 16 contains 235822 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 24257 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 232452 members 
Mstep: Class 25 contains 9790 members 
Mstep: Class 26 contains 7483 members 
Mstep: Class 27 contains 14912 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 70650 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 4250 members 
Mstep: Class 33 contains 12751 members 
Mstep: Class 34 contains 42968 members 
Mstep: Class 35 contains 3485 members 
Entering Unmasked Estep 
Score: -157152480.000000 Penalty: 124097.632812
Splitting cluster 32 changes total score from -157153680.000000 to -157152480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (12751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Entering Unmasked Estep 
Score: -1264038.000000 Penalty: 2344.434570
	Iteration 0F: 2 clusters Score -1264038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1254689.500000 Penalty: 4688.869141
	Iteration 0F: 3 clusters Score -1254690 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1257614.625000 Penalty: 4688.869141
	Iteration 1F: 3 clusters Score -1257615 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1258073.500000 Penalty: 4688.869141
	Iteration 2F: 3 clusters Score -1258074 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1258495.875000 Penalty: 4688.869141
	Iteration 3F: 3 clusters Score -1258496 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1258939.250000 Penalty: 4688.869141
	Iteration 4F: 3 clusters Score -1258939 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1259434.250000 Penalty: 4688.869141
	Iteration 5F: 3 clusters Score -1259434 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1259944.000000 Penalty: 4688.869141
	Iteration 6F: 3 clusters Score -1259944 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1260396.875000 Penalty: 4688.869141
	Iteration 7F: 3 clusters Score -1260397 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1260743.000000 Penalty: 4688.869141
	Iteration 8Q: 3 clusters Score -1260743 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1261029.625000 Penalty: 4688.869141
	Iteration 9Q: 3 clusters Score -1261030 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1261256.625000 Penalty: 4688.869141
	Iteration 10Q: 3 clusters Score -1261257 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1261454.750000 Penalty: 4688.869141
	Iteration 11Q: 3 clusters Score -1261455 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1261600.250000 Penalty: 4688.869141
	Iteration 12Q: 3 clusters Score -1261600 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1261727.250000 Penalty: 4688.869141
	Iteration 13Q: 3 clusters Score -1261727 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1261832.000000 Penalty: 4688.869141
	Iteration 14Q: 3 clusters Score -1261832 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1261915.000000 Penalty: 4688.869141
	Iteration 15Q: 3 clusters Score -1261915 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1261971.500000 Penalty: 4688.869141
	Iteration 16Q: 3 clusters Score -1261972 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1262014.125000 Penalty: 4688.869141
	Iteration 17Q: 3 clusters Score -1262014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1262051.375000 Penalty: 4688.869141
	Iteration 18Q: 3 clusters Score -1262051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1262076.125000 Penalty: 4688.869141
	Iteration 19Q: 3 clusters Score -1262076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1262102.375000 Penalty: 4688.869141
	Iteration 20F: 3 clusters Score -1262102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1262118.875000 Penalty: 4688.869141
	Iteration 21Q: 3 clusters Score -1262119 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1262139.250000 Penalty: 4688.869141
	Iteration 22Q: 3 clusters Score -1262139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1262149.000000 Penalty: 4688.869141
	Iteration 23Q: 3 clusters Score -1262149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1262157.125000 Penalty: 4688.869141
	Iteration 24Q: 3 clusters Score -1262157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1262161.750000 Penalty: 4688.869141
	Iteration 25Q: 3 clusters Score -1262162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1262169.625000 Penalty: 4688.869141
	Iteration 26Q: 3 clusters Score -1262170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1262172.375000 Penalty: 4688.869141
	Iteration 27Q: 3 clusters Score -1262172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1262173.625000 Penalty: 4688.869141
	Iteration 28Q: 3 clusters Score -1262174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1262175.750000 Penalty: 4688.869141
	Iteration 29Q: 3 clusters Score -1262176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1262179.125000 Penalty: 4688.869141
	Iteration 30Q: 3 clusters Score -1262179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1262181.000000 Penalty: 4688.869141
	Iteration 31Q: 3 clusters Score -1262181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1262187.125000 Penalty: 4688.869141
	Iteration 32Q: 3 clusters Score -1262187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1262195.375000 Penalty: 4688.869141
	Iteration 33Q: 3 clusters Score -1262195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1262201.500000 Penalty: 4688.869141
	Iteration 34Q: 3 clusters Score -1262202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1262207.500000 Penalty: 4688.869141
	Iteration 35Q: 3 clusters Score -1262208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1262220.375000 Penalty: 4688.869141
	Iteration 36Q: 3 clusters Score -1262220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1262232.000000 Penalty: 4688.869141
	Iteration 37Q: 3 clusters Score -1262232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1262237.250000 Penalty: 4688.869141
	Iteration 38Q: 3 clusters Score -1262237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1262244.125000 Penalty: 4688.869141
	Iteration 39Q: 3 clusters Score -1262244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1262251.250000 Penalty: 4688.869141
	Iteration 40F: 3 clusters Score -1262251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1262258.250000 Penalty: 4688.869141
	Iteration 41Q: 3 clusters Score -1262258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1262263.250000 Penalty: 4688.869141
	Iteration 42Q: 3 clusters Score -1262263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1262263.750000 Penalty: 4688.869141
	Iteration 43Q: 3 clusters Score -1262264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1262267.750000 Penalty: 4688.869141
	Iteration 44Q: 3 clusters Score -1262268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1262271.250000 Penalty: 4688.869141
	Iteration 45Q: 3 clusters Score -1262271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1262272.000000 Penalty: 4688.869141
	Iteration 46Q: 3 clusters Score -1262272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1262272.000000 Penalty: 4688.869141
	Iteration 47Q: 3 clusters Score -1262272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1262270.625000 Penalty: 4688.869141
	Iteration 48Q: 3 clusters Score -1262271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1262273.750000 Penalty: 4688.869141
	Iteration 49Q: 3 clusters Score -1262274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1262275.875000 Penalty: 4688.869141
	Iteration 50Q: 3 clusters Score -1262276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1262281.625000 Penalty: 4688.869141
	Iteration 51Q: 3 clusters Score -1262282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1262281.000000 Penalty: 4688.869141
	Iteration 52Q: 3 clusters Score -1262281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1262284.750000 Penalty: 4688.869141
	Iteration 53Q: 3 clusters Score -1262285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1262285.500000 Penalty: 4688.869141
	Iteration 54Q: 3 clusters Score -1262286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1262290.000000 Penalty: 4688.869141
	Iteration 55Q: 3 clusters Score -1262290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1262287.125000 Penalty: 4688.869141
	Iteration 56Q: 3 clusters Score -1262287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1262291.750000 Penalty: 4688.869141
	Iteration 57Q: 3 clusters Score -1262292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1262296.000000 Penalty: 4688.869141
	Iteration 58Q: 3 clusters Score -1262296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1262298.750000 Penalty: 4688.869141
	Iteration 59Q: 3 clusters Score -1262299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1262299.250000 Penalty: 4688.869141
	Iteration 60F: 3 clusters Score -1262299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1262301.000000 Penalty: 4688.869141
	Iteration 61Q: 3 clusters Score -1262301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1262302.500000 Penalty: 4688.869141
	Iteration 62Q: 3 clusters Score -1262302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1262302.500000 Penalty: 4688.869141
	Iteration 63F: 3 clusters Score -1262302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (42968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Entering Unmasked Estep 
Score: -4357238.000000 Penalty: 2645.716309
	Iteration 0F: 2 clusters Score -4357238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -4328120.000000 Penalty: 5291.432617
	Iteration 0F: 3 clusters Score -4328120 nChanged 19718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4339272.500000 Penalty: 5291.432617
	Iteration 1F: 3 clusters Score -4339272 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -4340026.000000 Penalty: 5291.432617
	Iteration 2Q: 3 clusters Score -4340026 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4341082.500000 Penalty: 5291.432617
	Iteration 3F: 3 clusters Score -4341082 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -4342608.500000 Penalty: 5291.432617
	Iteration 4F: 3 clusters Score -4342608 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -4344766.500000 Penalty: 5291.432617
	Iteration 5F: 3 clusters Score -4344766 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -4347500.500000 Penalty: 5291.432617
	Iteration 6F: 3 clusters Score -4347500 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -4350281.000000 Penalty: 5291.432617
	Iteration 7F: 3 clusters Score -4350281 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4352284.500000 Penalty: 5291.432617
	Iteration 8Q: 3 clusters Score -4352284 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4353472.500000 Penalty: 5291.432617
	Iteration 9Q: 3 clusters Score -4353472 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4354060.500000 Penalty: 5291.432617
	Iteration 10Q: 3 clusters Score -4354060 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4354323.000000 Penalty: 5291.432617
	Iteration 11Q: 3 clusters Score -4354323 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4354478.000000 Penalty: 5291.432617
	Iteration 12Q: 3 clusters Score -4354478 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4354571.000000 Penalty: 5291.432617
	Iteration 13Q: 3 clusters Score -4354571 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4354631.500000 Penalty: 5291.432617
	Iteration 14Q: 3 clusters Score -4354632 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4354668.500000 Penalty: 5291.432617
	Iteration 15Q: 3 clusters Score -4354668 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4354713.000000 Penalty: 5291.432617
	Iteration 16Q: 3 clusters Score -4354713 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4354749.500000 Penalty: 5291.432617
	Iteration 17Q: 3 clusters Score -4354750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4354777.500000 Penalty: 5291.432617
	Iteration 18Q: 3 clusters Score -4354778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4354803.500000 Penalty: 5291.432617
	Iteration 19Q: 3 clusters Score -4354804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4354837.500000 Penalty: 5291.432617
	Iteration 20F: 3 clusters Score -4354838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4354849.500000 Penalty: 5291.432617
	Iteration 21Q: 3 clusters Score -4354850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4354868.500000 Penalty: 5291.432617
	Iteration 22Q: 3 clusters Score -4354868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4354878.500000 Penalty: 5291.432617
	Iteration 23Q: 3 clusters Score -4354878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4354888.500000 Penalty: 5291.432617
	Iteration 24Q: 3 clusters Score -4354888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4354890.500000 Penalty: 5291.432617
	Iteration 25Q: 3 clusters Score -4354890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4354902.000000 Penalty: 5291.432617
	Iteration 26Q: 3 clusters Score -4354902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4354913.500000 Penalty: 5291.432617
	Iteration 27Q: 3 clusters Score -4354914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4354919.500000 Penalty: 5291.432617
	Iteration 28Q: 3 clusters Score -4354920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4354928.000000 Penalty: 5291.432617
	Iteration 29Q: 3 clusters Score -4354928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4354935.500000 Penalty: 5291.432617
	Iteration 30Q: 3 clusters Score -4354936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4354943.500000 Penalty: 5291.432617
	Iteration 31Q: 3 clusters Score -4354944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4354952.500000 Penalty: 5291.432617
	Iteration 32Q: 3 clusters Score -4354952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4354954.000000 Penalty: 5291.432617
	Iteration 33Q: 3 clusters Score -4354954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4354955.500000 Penalty: 5291.432617
	Iteration 34Q: 3 clusters Score -4354956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4354957.500000 Penalty: 5291.432617
	Iteration 35Q: 3 clusters Score -4354958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4354963.000000 Penalty: 5291.432617
	Iteration 36Q: 3 clusters Score -4354963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4354967.000000 Penalty: 5291.432617
	Iteration 37Q: 3 clusters Score -4354967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4354970.000000 Penalty: 5291.432617
	Iteration 38Q: 3 clusters Score -4354970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4354968.000000 Penalty: 5291.432617
	Iteration 39Q: 3 clusters Score -4354968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4354969.500000 Penalty: 5291.432617
	Iteration 40F: 3 clusters Score -4354970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4354967.500000 Penalty: 5291.432617
	Iteration 41Q: 3 clusters Score -4354968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4354972.500000 Penalty: 5291.432617
	Iteration 42Q: 3 clusters Score -4354972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4354980.500000 Penalty: 5291.432617
	Iteration 43Q: 3 clusters Score -4354980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4354984.500000 Penalty: 5291.432617
	Iteration 44Q: 3 clusters Score -4354984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4354982.500000 Penalty: 5291.432617
	Iteration 45Q: 3 clusters Score -4354982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4354989.000000 Penalty: 5291.432617
	Iteration 46Q: 3 clusters Score -4354989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4354987.500000 Penalty: 5291.432617
	Iteration 47Q: 3 clusters Score -4354988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4354987.500000 Penalty: 5291.432617
	Iteration 48F: 3 clusters Score -4354988 nChanged 0
20->35 Clusters: Score -157153680.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1618423 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 80297 members 
Mstep: Class 3 contains 81065 members 
Mstep: Class 4 contains 80603 members 
Mstep: Class 5 contains 80723 members 
Mstep: Class 6 contains 80698 members 
Mstep: Class 7 contains 80452 members 
Mstep: Class 8 contains 80834 members 
Mstep: Class 9 contains 81550 members 
Mstep: Class 10 contains 81214 members 
Mstep: Class 11 contains 81179 members 
Mstep: Class 12 contains 81499 members 
Mstep: Class 13 contains 80636 members 
Mstep: Class 14 contains 80801 members 
Mstep: Class 15 contains 81194 members 
Mstep: Class 16 contains 80768 members 
Mstep: Class 17 contains 80875 members 
Mstep: Class 18 contains 80853 members 
Mstep: Class 19 contains 80852 members 
Mstep: Class 20 contains 81312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1428.218628 but Gain 3545.648438
Score: -150183520.000000 Penalty: 67367.289062
Iteration 0F: 20 clusters Score -1.501835e+08 nChanged 1529300
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 3 contains 70174 members 
Mstep: Class 4 contains 58020 members 
Mstep: Class 5 contains 93705 members 
Mstep: Class 6 contains 105636 members 
Mstep: Class 7 contains 61556 members 
Mstep: Class 8 contains 61183 members 
Mstep: Class 9 contains 75132 members 
Mstep: Class 10 contains 92027 members 
Mstep: Class 11 contains 60964 members 
Mstep: Class 12 contains 70779 members 
Mstep: Class 13 contains 237826 members 
Mstep: Class 14 contains 65460 members 
Mstep: Class 15 contains 62140 members 
Mstep: Class 16 contains 68032 members 
Mstep: Class 17 contains 152561 members 
Mstep: Class 18 contains 53870 members 
Mstep: Class 19 contains 57981 members 
Mstep: Class 20 contains 115153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154077152.000000 Penalty: 67367.289062
Iteration 1F: 20 clusters Score -1.540772e+08 nChanged 597838
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 57932 members 
Mstep: Class 5 contains 123409 members 
Mstep: Class 6 contains 78714 members 
Mstep: Class 7 contains 48472 members 
Mstep: Class 8 contains 45425 members 
Mstep: Class 9 contains 62364 members 
Mstep: Class 10 contains 104626 members 
Mstep: Class 11 contains 52997 members 
Mstep: Class 12 contains 45825 members 
Mstep: Class 13 contains 279021 members 
Mstep: Class 14 contains 59860 members 
Mstep: Class 15 contains 41964 members 
Mstep: Class 16 contains 61019 members 
Mstep: Class 17 contains 236045 members 
Mstep: Class 18 contains 47769 members 
Mstep: Class 19 contains 31217 members 
Mstep: Class 20 contains 170146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155128528.000000 Penalty: 67367.289062
Iteration 2F: 20 clusters Score -1.551285e+08 nChanged 430636
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 3 contains 18203 members 
Mstep: Class 4 contains 52290 members 
Mstep: Class 5 contains 135310 members 
Mstep: Class 6 contains 57620 members 
Mstep: Class 7 contains 34421 members 
Mstep: Class 8 contains 35480 members 
Mstep: Class 9 contains 59845 members 
Mstep: Class 10 contains 107712 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 28516 members 
Mstep: Class 13 contains 320351 members 
Mstep: Class 14 contains 54026 members 
Mstep: Class 15 contains 37853 members 
Mstep: Class 16 contains 48175 members 
Mstep: Class 17 contains 284463 members 
Mstep: Class 18 contains 42116 members 
Mstep: Class 19 contains 16063 members 
Mstep: Class 20 contains 220836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155651360.000000 Penalty: 67367.289062
Iteration 3F: 20 clusters Score -1.556514e+08 nChanged 304044
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 3 contains 9649 members 
Mstep: Class 4 contains 41542 members 
Mstep: Class 5 contains 129617 members 
Mstep: Class 6 contains 45037 members 
Mstep: Class 7 contains 24241 members 
Mstep: Class 8 contains 30531 members 
Mstep: Class 9 contains 62755 members 
Mstep: Class 10 contains 105588 members 
Mstep: Class 11 contains 27565 members 
Mstep: Class 12 contains 21644 members 
Mstep: Class 13 contains 357972 members 
Mstep: Class 14 contains 51205 members 
Mstep: Class 15 contains 38899 members 
Mstep: Class 16 contains 37702 members 
Mstep: Class 17 contains 304828 members 
Mstep: Class 18 contains 36013 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 257198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155919568.000000 Penalty: 67367.289062
Iteration 4F: 20 clusters Score -1.559196e+08 nChanged 240301
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 3 contains 7883 members 
Mstep: Class 4 contains 30722 members 
Mstep: Class 5 contains 116727 members 
Mstep: Class 6 contains 38975 members 
Mstep: Class 7 contains 18802 members 
Mstep: Class 8 contains 27519 members 
Mstep: Class 9 contains 62682 members 
Mstep: Class 10 contains 102009 members 
Mstep: Class 11 contains 22568 members 
Mstep: Class 12 contains 19950 members 
Mstep: Class 13 contains 384844 members 
Mstep: Class 14 contains 49590 members 
Mstep: Class 15 contains 39499 members 
Mstep: Class 16 contains 34059 members 
Mstep: Class 17 contains 313014 members 
Mstep: Class 18 contains 30746 members 
Mstep: Class 19 contains 6518 members 
Mstep: Class 20 contains 286034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156087328.000000 Penalty: 67367.289062
Iteration 5F: 20 clusters Score -1.560873e+08 nChanged 206316
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 3 contains 8111 members 
Mstep: Class 4 contains 21659 members 
Mstep: Class 5 contains 105311 members 
Mstep: Class 6 contains 36506 members 
Mstep: Class 7 contains 16378 members 
Mstep: Class 8 contains 25405 members 
Mstep: Class 9 contains 59827 members 
Mstep: Class 10 contains 98442 members 
Mstep: Class 11 contains 23277 members 
Mstep: Class 12 contains 20425 members 
Mstep: Class 13 contains 398656 members 
Mstep: Class 14 contains 48183 members 
Mstep: Class 15 contains 39799 members 
Mstep: Class 16 contains 31849 members 
Mstep: Class 17 contains 315966 members 
Mstep: Class 18 contains 26564 members 
Mstep: Class 19 contains 4884 members 
Mstep: Class 20 contains 312425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156217008.000000 Penalty: 67367.289062
Iteration 6F: 20 clusters Score -1.56217e+08 nChanged 178216
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 3 contains 8872 members 
Mstep: Class 4 contains 14659 members 
Mstep: Class 5 contains 101385 members 
Mstep: Class 6 contains 35579 members 
Mstep: Class 7 contains 15254 members 
Mstep: Class 8 contains 24531 members 
Mstep: Class 9 contains 55834 members 
Mstep: Class 10 contains 94594 members 
Mstep: Class 11 contains 27580 members 
Mstep: Class 12 contains 21991 members 
Mstep: Class 13 contains 398545 members 
Mstep: Class 14 contains 46565 members 
Mstep: Class 15 contains 40142 members 
Mstep: Class 16 contains 29556 members 
Mstep: Class 17 contains 316393 members 
Mstep: Class 18 contains 23525 members 
Mstep: Class 19 contains 3948 members 
Mstep: Class 20 contains 336655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156344544.000000 Penalty: 67367.289062
Iteration 7F: 20 clusters Score -1.563445e+08 nChanged 152224
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 3 contains 9477 members 
Mstep: Class 4 contains 9661 members 
Mstep: Class 5 contains 101746 members 
Mstep: Class 6 contains 34869 members 
Mstep: Class 7 contains 14339 members 
Mstep: Class 8 contains 24778 members 
Mstep: Class 9 contains 52399 members 
Mstep: Class 10 contains 89417 members 
Mstep: Class 11 contains 32560 members 
Mstep: Class 12 contains 24167 members 
Mstep: Class 13 contains 382153 members 
Mstep: Class 14 contains 44001 members 
Mstep: Class 15 contains 40576 members 
Mstep: Class 16 contains 27121 members 
Mstep: Class 17 contains 314248 members 
Mstep: Class 18 contains 20859 members 
Mstep: Class 19 contains 3384 members 
Mstep: Class 20 contains 372188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156450176.000000 Penalty: 67367.289062
Iteration 8F: 20 clusters Score -1.564502e+08 nChanged 141738
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 3 contains 9862 members 
Mstep: Class 4 contains 6377 members 
Mstep: Class 5 contains 101232 members 
Mstep: Class 6 contains 33887 members 
Mstep: Class 7 contains 13552 members 
Mstep: Class 8 contains 25684 members 
Mstep: Class 9 contains 49635 members 
Mstep: Class 10 contains 83136 members 
Mstep: Class 11 contains 37025 members 
Mstep: Class 12 contains 26624 members 
Mstep: Class 13 contains 352818 members 
Mstep: Class 14 contains 40809 members 
Mstep: Class 15 contains 40888 members 
Mstep: Class 16 contains 24930 members 
Mstep: Class 17 contains 310007 members 
Mstep: Class 18 contains 18208 members 
Mstep: Class 19 contains 3051 members 
Mstep: Class 20 contains 422587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156495536.000000 Penalty: 67367.289062
Iteration 9F: 20 clusters Score -1.564955e+08 nChanged 135264
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 3 contains 10039 members 
Mstep: Class 4 contains 4459 members 
Mstep: Class 5 contains 101073 members 
Mstep: Class 6 contains 32885 members 
Mstep: Class 7 contains 12919 members 
Mstep: Class 8 contains 27143 members 
Mstep: Class 9 contains 47540 members 
Mstep: Class 10 contains 76037 members 
Mstep: Class 11 contains 41045 members 
Mstep: Class 12 contains 29533 members 
Mstep: Class 13 contains 324355 members 
Mstep: Class 14 contains 38325 members 
Mstep: Class 15 contains 40982 members 
Mstep: Class 16 contains 23012 members 
Mstep: Class 17 contains 309182 members 
Mstep: Class 18 contains 15752 members 
Mstep: Class 19 contains 2961 members 
Mstep: Class 20 contains 465117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156501024.000000 Penalty: 67367.289062
Iteration 10F: 20 clusters Score -1.56501e+08 nChanged 108304
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 3 contains 10111 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 103203 members 
Mstep: Class 6 contains 32106 members 
Mstep: Class 7 contains 12550 members 
Mstep: Class 8 contains 29077 members 
Mstep: Class 9 contains 46044 members 
Mstep: Class 10 contains 69318 members 
Mstep: Class 11 contains 44680 members 
Mstep: Class 12 contains 32992 members 
Mstep: Class 13 contains 314252 members 
Mstep: Class 14 contains 36820 members 
Mstep: Class 15 contains 40755 members 
Mstep: Class 16 contains 21278 members 
Mstep: Class 17 contains 312191 members 
Mstep: Class 18 contains 14428 members 
Mstep: Class 19 contains 3046 members 
Mstep: Class 20 contains 477227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156519856.000000 Penalty: 67367.289062
Iteration 11F: 20 clusters Score -1.565199e+08 nChanged 82957
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 3 contains 10289 members 
Mstep: Class 4 contains 3374 members 
Mstep: Class 5 contains 105584 members 
Mstep: Class 6 contains 31647 members 
Mstep: Class 7 contains 12249 members 
Mstep: Class 8 contains 31009 members 
Mstep: Class 9 contains 44872 members 
Mstep: Class 10 contains 63554 members 
Mstep: Class 11 contains 48148 members 
Mstep: Class 12 contains 36288 members 
Mstep: Class 13 contains 313464 members 
Mstep: Class 14 contains 35702 members 
Mstep: Class 15 contains 40345 members 
Mstep: Class 16 contains 19727 members 
Mstep: Class 17 contains 316671 members 
Mstep: Class 18 contains 14386 members 
Mstep: Class 19 contains 3274 members 
Mstep: Class 20 contains 473858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156549376.000000 Penalty: 67367.289062
Iteration 12F: 20 clusters Score -1.565494e+08 nChanged 67964
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 3 contains 10511 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 107337 members 
Mstep: Class 6 contains 31312 members 
Mstep: Class 7 contains 12041 members 
Mstep: Class 8 contains 32830 members 
Mstep: Class 9 contains 43906 members 
Mstep: Class 10 contains 58570 members 
Mstep: Class 11 contains 51272 members 
Mstep: Class 12 contains 39118 members 
Mstep: Class 13 contains 315300 members 
Mstep: Class 14 contains 34729 members 
Mstep: Class 15 contains 39839 members 
Mstep: Class 16 contains 18458 members 
Mstep: Class 17 contains 321998 members 
Mstep: Class 18 contains 15217 members 
Mstep: Class 19 contains 3603 members 
Mstep: Class 20 contains 465228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156582480.000000 Penalty: 67367.289062
Iteration 13Q: 20 clusters Score -1.565825e+08 nChanged 58720
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 3 contains 10913 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 108441 members 
Mstep: Class 6 contains 31275 members 
Mstep: Class 7 contains 11874 members 
Mstep: Class 8 contains 34421 members 
Mstep: Class 9 contains 43116 members 
Mstep: Class 10 contains 54548 members 
Mstep: Class 11 contains 54181 members 
Mstep: Class 12 contains 41422 members 
Mstep: Class 13 contains 316292 members 
Mstep: Class 14 contains 33825 members 
Mstep: Class 15 contains 39255 members 
Mstep: Class 16 contains 17476 members 
Mstep: Class 17 contains 328590 members 
Mstep: Class 18 contains 16627 members 
Mstep: Class 19 contains 3966 members 
Mstep: Class 20 contains 454720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156622752.000000 Penalty: 67367.289062
Iteration 14Q: 20 clusters Score -1.566228e+08 nChanged 53422
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 3 contains 12478 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 5 contains 109139 members 
Mstep: Class 6 contains 31363 members 
Mstep: Class 7 contains 11772 members 
Mstep: Class 8 contains 35795 members 
Mstep: Class 9 contains 42589 members 
Mstep: Class 10 contains 51434 members 
Mstep: Class 11 contains 56783 members 
Mstep: Class 12 contains 43285 members 
Mstep: Class 13 contains 314440 members 
Mstep: Class 14 contains 32924 members 
Mstep: Class 15 contains 38590 members 
Mstep: Class 16 contains 16615 members 
Mstep: Class 17 contains 336632 members 
Mstep: Class 18 contains 18373 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 444007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156661104.000000 Penalty: 67367.289062
Iteration 15Q: 20 clusters Score -1.566611e+08 nChanged 50758
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 3 contains 15102 members 
Mstep: Class 4 contains 4718 members 
Mstep: Class 5 contains 109512 members 
Mstep: Class 6 contains 31661 members 
Mstep: Class 7 contains 11745 members 
Mstep: Class 8 contains 36896 members 
Mstep: Class 9 contains 42372 members 
Mstep: Class 10 contains 49305 members 
Mstep: Class 11 contains 59111 members 
Mstep: Class 12 contains 44711 members 
Mstep: Class 13 contains 310393 members 
Mstep: Class 14 contains 32017 members 
Mstep: Class 15 contains 37816 members 
Mstep: Class 16 contains 15872 members 
Mstep: Class 17 contains 345004 members 
Mstep: Class 18 contains 20440 members 
Mstep: Class 19 contains 4852 members 
Mstep: Class 20 contains 433393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156693056.000000 Penalty: 67367.289062
Iteration 16Q: 20 clusters Score -1.566931e+08 nChanged 48377
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 3 contains 17492 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 109419 members 
Mstep: Class 6 contains 32067 members 
Mstep: Class 7 contains 11902 members 
Mstep: Class 8 contains 37663 members 
Mstep: Class 9 contains 42166 members 
Mstep: Class 10 contains 47723 members 
Mstep: Class 11 contains 61366 members 
Mstep: Class 12 contains 45858 members 
Mstep: Class 13 contains 306655 members 
Mstep: Class 14 contains 31101 members 
Mstep: Class 15 contains 37009 members 
Mstep: Class 16 contains 15277 members 
Mstep: Class 17 contains 352789 members 
Mstep: Class 18 contains 22750 members 
Mstep: Class 19 contains 5347 members 
Mstep: Class 20 contains 423137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156718032.000000 Penalty: 67367.289062
Iteration 17Q: 20 clusters Score -1.56718e+08 nChanged 45813
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 3 contains 19462 members 
Mstep: Class 4 contains 5695 members 
Mstep: Class 5 contains 109176 members 
Mstep: Class 6 contains 32494 members 
Mstep: Class 7 contains 12208 members 
Mstep: Class 8 contains 38169 members 
Mstep: Class 9 contains 42086 members 
Mstep: Class 10 contains 46560 members 
Mstep: Class 11 contains 63618 members 
Mstep: Class 12 contains 46766 members 
Mstep: Class 13 contains 303524 members 
Mstep: Class 14 contains 30291 members 
Mstep: Class 15 contains 36296 members 
Mstep: Class 16 contains 14726 members 
Mstep: Class 17 contains 359642 members 
Mstep: Class 18 contains 25344 members 
Mstep: Class 19 contains 5819 members 
Mstep: Class 20 contains 413150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156741152.000000 Penalty: 67367.289062
Iteration 18Q: 20 clusters Score -1.567412e+08 nChanged 44420
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 3 contains 21085 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 108729 members 
Mstep: Class 6 contains 32983 members 
Mstep: Class 7 contains 12684 members 
Mstep: Class 8 contains 38686 members 
Mstep: Class 9 contains 41786 members 
Mstep: Class 10 contains 45674 members 
Mstep: Class 11 contains 65874 members 
Mstep: Class 12 contains 47540 members 
Mstep: Class 13 contains 301067 members 
Mstep: Class 14 contains 29455 members 
Mstep: Class 15 contains 35509 members 
Mstep: Class 16 contains 14292 members 
Mstep: Class 17 contains 365575 members 
Mstep: Class 18 contains 28428 members 
Mstep: Class 19 contains 6274 members 
Mstep: Class 20 contains 403443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156763536.000000 Penalty: 67367.289062
Iteration 19Q: 20 clusters Score -1.567635e+08 nChanged 42553
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 3 contains 22410 members 
Mstep: Class 4 contains 5999 members 
Mstep: Class 5 contains 108282 members 
Mstep: Class 6 contains 33520 members 
Mstep: Class 7 contains 13142 members 
Mstep: Class 8 contains 39413 members 
Mstep: Class 9 contains 41301 members 
Mstep: Class 10 contains 44990 members 
Mstep: Class 11 contains 68121 members 
Mstep: Class 12 contains 48099 members 
Mstep: Class 13 contains 299117 members 
Mstep: Class 14 contains 28648 members 
Mstep: Class 15 contains 34757 members 
Mstep: Class 16 contains 13999 members 
Mstep: Class 17 contains 370158 members 
Mstep: Class 18 contains 31929 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 394444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156783824.000000 Penalty: 67367.289062
Iteration 20F: 20 clusters Score -1.567838e+08 nChanged 41708
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 3 contains 23532 members 
Mstep: Class 4 contains 6171 members 
Mstep: Class 5 contains 107788 members 
Mstep: Class 6 contains 34035 members 
Mstep: Class 7 contains 13529 members 
Mstep: Class 8 contains 40264 members 
Mstep: Class 9 contains 40402 members 
Mstep: Class 10 contains 44403 members 
Mstep: Class 11 contains 70260 members 
Mstep: Class 12 contains 48468 members 
Mstep: Class 13 contains 297736 members 
Mstep: Class 14 contains 27772 members 
Mstep: Class 15 contains 34069 members 
Mstep: Class 16 contains 13813 members 
Mstep: Class 17 contains 373354 members 
Mstep: Class 18 contains 36128 members 
Mstep: Class 19 contains 7146 members 
Mstep: Class 20 contains 386074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156803232.000000 Penalty: 67367.289062
Iteration 21Q: 20 clusters Score -1.568032e+08 nChanged 40619
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 3 contains 24513 members 
Mstep: Class 4 contains 6229 members 
Mstep: Class 5 contains 107362 members 
Mstep: Class 6 contains 34492 members 
Mstep: Class 7 contains 13923 members 
Mstep: Class 8 contains 41172 members 
Mstep: Class 9 contains 39363 members 
Mstep: Class 10 contains 43829 members 
Mstep: Class 11 contains 72359 members 
Mstep: Class 12 contains 48665 members 
Mstep: Class 13 contains 296796 members 
Mstep: Class 14 contains 26977 members 
Mstep: Class 15 contains 33416 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 374994 members 
Mstep: Class 18 contains 41082 members 
Mstep: Class 19 contains 7528 members 
Mstep: Class 20 contains 378472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156822768.000000 Penalty: 67367.289062
Iteration 22Q: 20 clusters Score -1.568228e+08 nChanged 39286
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 3 contains 25350 members 
Mstep: Class 4 contains 6199 members 
Mstep: Class 5 contains 107017 members 
Mstep: Class 6 contains 34895 members 
Mstep: Class 7 contains 14174 members 
Mstep: Class 8 contains 42066 members 
Mstep: Class 9 contains 38286 members 
Mstep: Class 10 contains 43352 members 
Mstep: Class 11 contains 74149 members 
Mstep: Class 12 contains 48714 members 
Mstep: Class 13 contains 295947 members 
Mstep: Class 14 contains 26266 members 
Mstep: Class 15 contains 32890 members 
Mstep: Class 16 contains 13576 members 
Mstep: Class 17 contains 375077 members 
Mstep: Class 18 contains 46900 members 
Mstep: Class 19 contains 7920 members 
Mstep: Class 20 contains 372011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156842224.000000 Penalty: 67367.289062
Iteration 23Q: 20 clusters Score -1.568422e+08 nChanged 37578
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 3 contains 26092 members 
Mstep: Class 4 contains 6172 members 
Mstep: Class 5 contains 106791 members 
Mstep: Class 6 contains 35209 members 
Mstep: Class 7 contains 14406 members 
Mstep: Class 8 contains 42851 members 
Mstep: Class 9 contains 37191 members 
Mstep: Class 10 contains 42902 members 
Mstep: Class 11 contains 75498 members 
Mstep: Class 12 contains 48706 members 
Mstep: Class 13 contains 295058 members 
Mstep: Class 14 contains 25561 members 
Mstep: Class 15 contains 32445 members 
Mstep: Class 16 contains 13491 members 
Mstep: Class 17 contains 373870 members 
Mstep: Class 18 contains 53470 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 366705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156860416.000000 Penalty: 67367.289062
Iteration 24Q: 20 clusters Score -1.568604e+08 nChanged 35832
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 3 contains 26716 members 
Mstep: Class 4 contains 6203 members 
Mstep: Class 5 contains 106704 members 
Mstep: Class 6 contains 35444 members 
Mstep: Class 7 contains 14610 members 
Mstep: Class 8 contains 43578 members 
Mstep: Class 9 contains 36081 members 
Mstep: Class 10 contains 42496 members 
Mstep: Class 11 contains 76518 members 
Mstep: Class 12 contains 48607 members 
Mstep: Class 13 contains 293989 members 
Mstep: Class 14 contains 24858 members 
Mstep: Class 15 contains 32111 members 
Mstep: Class 16 contains 13409 members 
Mstep: Class 17 contains 371297 members 
Mstep: Class 18 contains 60683 members 
Mstep: Class 19 contains 8682 members 
Mstep: Class 20 contains 362673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156875712.000000 Penalty: 67367.289062
Iteration 25Q: 20 clusters Score -1.568757e+08 nChanged 33038
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 3 contains 27218 members 
Mstep: Class 4 contains 6360 members 
Mstep: Class 5 contains 106765 members 
Mstep: Class 6 contains 35670 members 
Mstep: Class 7 contains 14802 members 
Mstep: Class 8 contains 44190 members 
Mstep: Class 9 contains 35020 members 
Mstep: Class 10 contains 42138 members 
Mstep: Class 11 contains 77236 members 
Mstep: Class 12 contains 48491 members 
Mstep: Class 13 contains 292660 members 
Mstep: Class 14 contains 24278 members 
Mstep: Class 15 contains 31811 members 
Mstep: Class 16 contains 13330 members 
Mstep: Class 17 contains 367671 members 
Mstep: Class 18 contains 68080 members 
Mstep: Class 19 contains 9082 members 
Mstep: Class 20 contains 359815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156888784.000000 Penalty: 67367.289062
Iteration 26Q: 20 clusters Score -1.568888e+08 nChanged 29106
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 3 contains 27627 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 106810 members 
Mstep: Class 6 contains 35871 members 
Mstep: Class 7 contains 14994 members 
Mstep: Class 8 contains 44669 members 
Mstep: Class 9 contains 33965 members 
Mstep: Class 10 contains 41811 members 
Mstep: Class 11 contains 77589 members 
Mstep: Class 12 contains 48475 members 
Mstep: Class 13 contains 290637 members 
Mstep: Class 14 contains 23840 members 
Mstep: Class 15 contains 31539 members 
Mstep: Class 16 contains 13269 members 
Mstep: Class 17 contains 363571 members 
Mstep: Class 18 contains 75733 members 
Mstep: Class 19 contains 9530 members 
Mstep: Class 20 contains 358099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156898592.000000 Penalty: 67367.289062
Iteration 27Q: 20 clusters Score -1.568986e+08 nChanged 25965
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 3 contains 27984 members 
Mstep: Class 4 contains 6764 members 
Mstep: Class 5 contains 106978 members 
Mstep: Class 6 contains 36065 members 
Mstep: Class 7 contains 15187 members 
Mstep: Class 8 contains 45007 members 
Mstep: Class 9 contains 32867 members 
Mstep: Class 10 contains 41523 members 
Mstep: Class 11 contains 77690 members 
Mstep: Class 12 contains 48397 members 
Mstep: Class 13 contains 287693 members 
Mstep: Class 14 contains 23428 members 
Mstep: Class 15 contains 31311 members 
Mstep: Class 16 contains 13204 members 
Mstep: Class 17 contains 359407 members 
Mstep: Class 18 contains 83657 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 357311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156906560.000000 Penalty: 67367.289062
Iteration 28Q: 20 clusters Score -1.569066e+08 nChanged 22823
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 3 contains 28272 members 
Mstep: Class 4 contains 6996 members 
Mstep: Class 5 contains 107100 members 
Mstep: Class 6 contains 36191 members 
Mstep: Class 7 contains 15366 members 
Mstep: Class 8 contains 45200 members 
Mstep: Class 9 contains 31754 members 
Mstep: Class 10 contains 41268 members 
Mstep: Class 11 contains 77635 members 
Mstep: Class 12 contains 48389 members 
Mstep: Class 13 contains 283940 members 
Mstep: Class 14 contains 23122 members 
Mstep: Class 15 contains 31119 members 
Mstep: Class 16 contains 13139 members 
Mstep: Class 17 contains 355500 members 
Mstep: Class 18 contains 91731 members 
Mstep: Class 19 contains 10645 members 
Mstep: Class 20 contains 357114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156912512.000000 Penalty: 67367.289062
Iteration 29Q: 20 clusters Score -1.569125e+08 nChanged 20421
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 3 contains 28453 members 
Mstep: Class 4 contains 7226 members 
Mstep: Class 5 contains 107207 members 
Mstep: Class 6 contains 36278 members 
Mstep: Class 7 contains 15551 members 
Mstep: Class 8 contains 45320 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 10 contains 41017 members 
Mstep: Class 11 contains 77425 members 
Mstep: Class 12 contains 48365 members 
Mstep: Class 13 contains 279633 members 
Mstep: Class 14 contains 22904 members 
Mstep: Class 15 contains 30928 members 
Mstep: Class 16 contains 13076 members 
Mstep: Class 17 contains 351972 members 
Mstep: Class 18 contains 99964 members 
Mstep: Class 19 contains 11271 members 
Mstep: Class 20 contains 357136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156916864.000000 Penalty: 67367.289062
Iteration 30Q: 20 clusters Score -1.569169e+08 nChanged 18857
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 3 contains 28535 members 
Mstep: Class 4 contains 7419 members 
Mstep: Class 5 contains 107219 members 
Mstep: Class 6 contains 36441 members 
Mstep: Class 7 contains 15763 members 
Mstep: Class 8 contains 45390 members 
Mstep: Class 9 contains 29701 members 
Mstep: Class 10 contains 40812 members 
Mstep: Class 11 contains 77137 members 
Mstep: Class 12 contains 48392 members 
Mstep: Class 13 contains 274755 members 
Mstep: Class 14 contains 22748 members 
Mstep: Class 15 contains 30750 members 
Mstep: Class 16 contains 12999 members 
Mstep: Class 17 contains 348943 members 
Mstep: Class 18 contains 108099 members 
Mstep: Class 19 contains 11841 members 
Mstep: Class 20 contains 357452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156921120.000000 Penalty: 67367.289062
Iteration 31Q: 20 clusters Score -1.569211e+08 nChanged 18014
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 3 contains 28513 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 107225 members 
Mstep: Class 6 contains 36587 members 
Mstep: Class 7 contains 16004 members 
Mstep: Class 8 contains 45457 members 
Mstep: Class 9 contains 28684 members 
Mstep: Class 10 contains 40624 members 
Mstep: Class 11 contains 76846 members 
Mstep: Class 12 contains 48383 members 
Mstep: Class 13 contains 269305 members 
Mstep: Class 14 contains 22599 members 
Mstep: Class 15 contains 30614 members 
Mstep: Class 16 contains 12942 members 
Mstep: Class 17 contains 346271 members 
Mstep: Class 18 contains 116098 members 
Mstep: Class 19 contains 12452 members 
Mstep: Class 20 contains 358166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156924432.000000 Penalty: 67367.289062
Iteration 32Q: 20 clusters Score -1.569244e+08 nChanged 17482
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 3 contains 28414 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 107242 members 
Mstep: Class 6 contains 36698 members 
Mstep: Class 7 contains 16233 members 
Mstep: Class 8 contains 45468 members 
Mstep: Class 9 contains 27756 members 
Mstep: Class 10 contains 40440 members 
Mstep: Class 11 contains 76608 members 
Mstep: Class 12 contains 48386 members 
Mstep: Class 13 contains 263478 members 
Mstep: Class 14 contains 22509 members 
Mstep: Class 15 contains 30492 members 
Mstep: Class 16 contains 12864 members 
Mstep: Class 17 contains 343978 members 
Mstep: Class 18 contains 124053 members 
Mstep: Class 19 contains 13041 members 
Mstep: Class 20 contains 358940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156927696.000000 Penalty: 67367.289062
Iteration 33Q: 20 clusters Score -1.569277e+08 nChanged 17382
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 3 contains 28264 members 
Mstep: Class 4 contains 7858 members 
Mstep: Class 5 contains 107236 members 
Mstep: Class 6 contains 36786 members 
Mstep: Class 7 contains 16453 members 
Mstep: Class 8 contains 45488 members 
Mstep: Class 9 contains 26897 members 
Mstep: Class 10 contains 40277 members 
Mstep: Class 11 contains 76283 members 
Mstep: Class 12 contains 48336 members 
Mstep: Class 13 contains 257334 members 
Mstep: Class 14 contains 22469 members 
Mstep: Class 15 contains 30383 members 
Mstep: Class 16 contains 12787 members 
Mstep: Class 17 contains 341943 members 
Mstep: Class 18 contains 132085 members 
Mstep: Class 19 contains 13607 members 
Mstep: Class 20 contains 359821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156931584.000000 Penalty: 67367.289062
Iteration 34Q: 20 clusters Score -1.569316e+08 nChanged 17073
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 3 contains 28061 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 107291 members 
Mstep: Class 6 contains 36887 members 
Mstep: Class 7 contains 16674 members 
Mstep: Class 8 contains 45538 members 
Mstep: Class 9 contains 26101 members 
Mstep: Class 10 contains 40146 members 
Mstep: Class 11 contains 75937 members 
Mstep: Class 12 contains 48275 members 
Mstep: Class 13 contains 251237 members 
Mstep: Class 14 contains 22435 members 
Mstep: Class 15 contains 30290 members 
Mstep: Class 16 contains 12708 members 
Mstep: Class 17 contains 339838 members 
Mstep: Class 18 contains 140200 members 
Mstep: Class 19 contains 14100 members 
Mstep: Class 20 contains 360608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156934240.000000 Penalty: 67367.289062
Iteration 35Q: 20 clusters Score -1.569342e+08 nChanged 17026
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 3 contains 27830 members 
Mstep: Class 4 contains 8039 members 
Mstep: Class 5 contains 107245 members 
Mstep: Class 6 contains 36942 members 
Mstep: Class 7 contains 16929 members 
Mstep: Class 8 contains 45529 members 
Mstep: Class 9 contains 25357 members 
Mstep: Class 10 contains 40031 members 
Mstep: Class 11 contains 75555 members 
Mstep: Class 12 contains 48196 members 
Mstep: Class 13 contains 245155 members 
Mstep: Class 14 contains 22409 members 
Mstep: Class 15 contains 30202 members 
Mstep: Class 16 contains 12630 members 
Mstep: Class 17 contains 338041 members 
Mstep: Class 18 contains 148345 members 
Mstep: Class 19 contains 14517 members 
Mstep: Class 20 contains 361291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156937312.000000 Penalty: 67367.289062
Iteration 36Q: 20 clusters Score -1.569373e+08 nChanged 16539
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 3 contains 27570 members 
Mstep: Class 4 contains 8125 members 
Mstep: Class 5 contains 107124 members 
Mstep: Class 6 contains 36994 members 
Mstep: Class 7 contains 17143 members 
Mstep: Class 8 contains 45495 members 
Mstep: Class 9 contains 24704 members 
Mstep: Class 10 contains 39921 members 
Mstep: Class 11 contains 75207 members 
Mstep: Class 12 contains 48091 members 
Mstep: Class 13 contains 239094 members 
Mstep: Class 14 contains 22404 members 
Mstep: Class 15 contains 30123 members 
Mstep: Class 16 contains 12568 members 
Mstep: Class 17 contains 336414 members 
Mstep: Class 18 contains 156378 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 20 contains 361981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156940128.000000 Penalty: 67367.289062
Iteration 37Q: 20 clusters Score -1.569401e+08 nChanged 16034
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 3 contains 27251 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 107011 members 
Mstep: Class 6 contains 37023 members 
Mstep: Class 7 contains 17299 members 
Mstep: Class 8 contains 45456 members 
Mstep: Class 9 contains 24238 members 
Mstep: Class 10 contains 39826 members 
Mstep: Class 11 contains 74897 members 
Mstep: Class 12 contains 47998 members 
Mstep: Class 13 contains 233304 members 
Mstep: Class 14 contains 22395 members 
Mstep: Class 15 contains 30056 members 
Mstep: Class 16 contains 12513 members 
Mstep: Class 17 contains 334926 members 
Mstep: Class 18 contains 164209 members 
Mstep: Class 19 contains 15205 members 
Mstep: Class 20 contains 362438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156944032.000000 Penalty: 67367.289062
Iteration 38Q: 20 clusters Score -1.56944e+08 nChanged 15312
Entering ConstructFrom: 
Score: -156944032.000000 Penalty: 67367.289062
Entering ConstructFrom: 
Trying to split cluster 1 (14163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Entering Unmasked Estep 
Score: -1236970.750000 Penalty: 2370.480225
	Iteration 0F: 2 clusters Score -1236971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1226779.375000 Penalty: 4740.960449
	Iteration 0F: 3 clusters Score -1226779 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1231674.875000 Penalty: 4740.960449
	Iteration 1F: 3 clusters Score -1231675 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1235034.000000 Penalty: 4740.960449
	Iteration 2F: 3 clusters Score -1235034 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1240402.000000 Penalty: 4740.960449
	Iteration 3F: 3 clusters Score -1240402 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1244784.750000 Penalty: 4740.960449
	Iteration 4F: 3 clusters Score -1244785 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1246314.875000 Penalty: 4740.960449
	Iteration 5F: 3 clusters Score -1246315 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1247006.250000 Penalty: 4740.960449
	Iteration 6Q: 3 clusters Score -1247006 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1247499.500000 Penalty: 4740.960449
	Iteration 7Q: 3 clusters Score -1247500 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1248082.000000 Penalty: 4740.960449
	Iteration 8Q: 3 clusters Score -1248082 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1248790.625000 Penalty: 4740.960449
	Iteration 9Q: 3 clusters Score -1248791 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1249388.375000 Penalty: 4740.960449
	Iteration 10Q: 3 clusters Score -1249388 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1249959.625000 Penalty: 4740.960449
	Iteration 11Q: 3 clusters Score -1249960 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1250697.500000 Penalty: 4740.960449
	Iteration 12Q: 3 clusters Score -1250698 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1251352.625000 Penalty: 4740.960449
	Iteration 13Q: 3 clusters Score -1251353 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1251600.125000 Penalty: 4740.960449
	Iteration 14Q: 3 clusters Score -1251600 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1251680.625000 Penalty: 4740.960449
	Iteration 15Q: 3 clusters Score -1251681 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1251706.000000 Penalty: 4740.960449
	Iteration 16Q: 3 clusters Score -1251706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1251718.250000 Penalty: 4740.960449
	Iteration 17Q: 3 clusters Score -1251718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1251721.125000 Penalty: 4740.960449
	Iteration 18Q: 3 clusters Score -1251721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1251724.500000 Penalty: 4740.960449
	Iteration 19Q: 3 clusters Score -1251724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1251723.250000 Penalty: 4740.960449
	Iteration 20F: 3 clusters Score -1251723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1251723.875000 Penalty: 4740.960449
	Iteration 21Q: 3 clusters Score -1251724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1251722.500000 Penalty: 4740.960449
	Iteration 22Q: 3 clusters Score -1251722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1251724.875000 Penalty: 4740.960449
	Iteration 23Q: 3 clusters Score -1251725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1251725.250000 Penalty: 4740.960449
	Iteration 24Q: 3 clusters Score -1251725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1251723.125000 Penalty: 4740.960449
	Iteration 25Q: 3 clusters Score -1251723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1251723.125000 Penalty: 4740.960449
	Iteration 26F: 3 clusters Score -1251723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 26890 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 106904 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 17429 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 23840 members 
Mstep: Class 10 contains 39735 members 
Mstep: Class 11 contains 74477 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 227701 members 
Mstep: Class 14 contains 22374 members 
Mstep: Class 15 contains 29997 members 
Mstep: Class 16 contains 12472 members 
Mstep: Class 17 contains 333740 members 
Mstep: Class 18 contains 171690 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 362924 members 
Entering Unmasked Estep 
Score: -156959680.000000 Penalty: 70912.937500
Splitting cluster 1 changes total score from -156944032.000000 to -156959680.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (26890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Entering Unmasked Estep 
Score: -2639541.750000 Penalty: 2529.478271
	Iteration 0F: 2 clusters Score -2639542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2621038.500000 Penalty: 5058.956543
	Iteration 0F: 3 clusters Score -2621038 nChanged 12021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2627870.500000 Penalty: 5058.956543
	Iteration 1F: 3 clusters Score -2627870 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2629754.250000 Penalty: 5058.956543
	Iteration 2F: 3 clusters Score -2629754 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2632761.000000 Penalty: 5058.956543
	Iteration 3F: 3 clusters Score -2632761 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2636165.250000 Penalty: 5058.956543
	Iteration 4F: 3 clusters Score -2636165 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2638609.000000 Penalty: 5058.956543
	Iteration 5F: 3 clusters Score -2638609 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2639787.750000 Penalty: 5058.956543
	Iteration 6F: 3 clusters Score -2639788 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2640285.750000 Penalty: 5058.956543
	Iteration 7Q: 3 clusters Score -2640286 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2640542.250000 Penalty: 5058.956543
	Iteration 8Q: 3 clusters Score -2640542 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2640726.250000 Penalty: 5058.956543
	Iteration 9Q: 3 clusters Score -2640726 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -2640840.750000 Penalty: 5058.956543
	Iteration 10Q: 3 clusters Score -2640841 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2640955.500000 Penalty: 5058.956543
	Iteration 11Q: 3 clusters Score -2640956 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2641045.250000 Penalty: 5058.956543
	Iteration 12Q: 3 clusters Score -2641045 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -2641136.250000 Penalty: 5058.956543
	Iteration 13Q: 3 clusters Score -2641136 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2641207.750000 Penalty: 5058.956543
	Iteration 14Q: 3 clusters Score -2641208 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -2641243.000000 Penalty: 5058.956543
	Iteration 15Q: 3 clusters Score -2641243 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -2641287.500000 Penalty: 5058.956543
	Iteration 16Q: 3 clusters Score -2641288 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -2641326.000000 Penalty: 5058.956543
	Iteration 17Q: 3 clusters Score -2641326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -2641343.750000 Penalty: 5058.956543
	Iteration 18Q: 3 clusters Score -2641344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -2641362.000000 Penalty: 5058.956543
	Iteration 19Q: 3 clusters Score -2641362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -2641363.000000 Penalty: 5058.956543
	Iteration 20F: 3 clusters Score -2641363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -2641374.750000 Penalty: 5058.956543
	Iteration 21Q: 3 clusters Score -2641375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -2641377.750000 Penalty: 5058.956543
	Iteration 22Q: 3 clusters Score -2641378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -2641383.750000 Penalty: 5058.956543
	Iteration 23Q: 3 clusters Score -2641384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -2641389.500000 Penalty: 5058.956543
	Iteration 24Q: 3 clusters Score -2641390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -2641388.250000 Penalty: 5058.956543
	Iteration 25Q: 3 clusters Score -2641388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -2641389.500000 Penalty: 5058.956543
	Iteration 26Q: 3 clusters Score -2641390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -2641389.250000 Penalty: 5058.956543
	Iteration 27Q: 3 clusters Score -2641389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -2641395.750000 Penalty: 5058.956543
	Iteration 28Q: 3 clusters Score -2641396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -2641393.500000 Penalty: 5058.956543
	Iteration 29Q: 3 clusters Score -2641394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -2641391.000000 Penalty: 5058.956543
	Iteration 30Q: 3 clusters Score -2641391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2641393.250000 Penalty: 5058.956543
	Iteration 31Q: 3 clusters Score -2641393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -2641392.500000 Penalty: 5058.956543
	Iteration 32Q: 3 clusters Score -2641392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -2641393.750000 Penalty: 5058.956543
	Iteration 33Q: 3 clusters Score -2641394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -2641392.000000 Penalty: 5058.956543
	Iteration 34Q: 3 clusters Score -2641392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -2641394.250000 Penalty: 5058.956543
	Iteration 35Q: 3 clusters Score -2641394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -2641395.250000 Penalty: 5058.956543
	Iteration 36Q: 3 clusters Score -2641395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -2641395.750000 Penalty: 5058.956543
	Iteration 37Q: 3 clusters Score -2641396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -2641395.250000 Penalty: 5058.956543
	Iteration 38Q: 3 clusters Score -2641395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -2641394.750000 Penalty: 5058.956543
	Iteration 39Q: 3 clusters Score -2641395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -2641394.750000 Penalty: 5058.956543
	Iteration 40F: 3 clusters Score -2641395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 106904 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 17429 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 23840 members 
Mstep: Class 10 contains 39735 members 
Mstep: Class 11 contains 74477 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 227701 members 
Mstep: Class 14 contains 22374 members 
Mstep: Class 15 contains 29997 members 
Mstep: Class 16 contains 12472 members 
Mstep: Class 17 contains 333740 members 
Mstep: Class 18 contains 171690 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 362924 members 
Mstep: Class 21 contains 24736 members 
Entering Unmasked Estep 
Score: -156959968.000000 Penalty: 74458.578125
Splitting cluster 3 changes total score from -156944032.000000 to -156959968.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (8241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Entering Unmasked Estep 
Score: -830946.812500 Penalty: 2236.185547
	Iteration 0F: 2 clusters Score -830946.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -824368.500000 Penalty: 4472.371094
	Iteration 0F: 3 clusters Score -824368.5 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -826108.812500 Penalty: 4472.371094
	Iteration 1F: 3 clusters Score -826108.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -826383.875000 Penalty: 4472.371094
	Iteration 2F: 3 clusters Score -826383.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -826605.750000 Penalty: 4472.371094
	Iteration 3F: 3 clusters Score -826605.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -826794.625000 Penalty: 4472.371094
	Iteration 4Q: 3 clusters Score -826794.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -826917.625000 Penalty: 4472.371094
	Iteration 5Q: 3 clusters Score -826917.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -827034.187500 Penalty: 4472.371094
	Iteration 6Q: 3 clusters Score -827034.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -827142.250000 Penalty: 4472.371094
	Iteration 7Q: 3 clusters Score -827142.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -827250.500000 Penalty: 4472.371094
	Iteration 8Q: 3 clusters Score -827250.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -827352.125000 Penalty: 4472.371094
	Iteration 9Q: 3 clusters Score -827352.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -827446.812500 Penalty: 4472.371094
	Iteration 10Q: 3 clusters Score -827446.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -827537.687500 Penalty: 4472.371094
	Iteration 11Q: 3 clusters Score -827537.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -827616.812500 Penalty: 4472.371094
	Iteration 12Q: 3 clusters Score -827616.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -827705.187500 Penalty: 4472.371094
	Iteration 13Q: 3 clusters Score -827705.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -827808.750000 Penalty: 4472.371094
	Iteration 14Q: 3 clusters Score -827808.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -827898.687500 Penalty: 4472.371094
	Iteration 15Q: 3 clusters Score -827898.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -827989.125000 Penalty: 4472.371094
	Iteration 16Q: 3 clusters Score -827989.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -828065.062500 Penalty: 4472.371094
	Iteration 17Q: 3 clusters Score -828065.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -828133.000000 Penalty: 4472.371094
	Iteration 18Q: 3 clusters Score -828133 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -828201.125000 Penalty: 4472.371094
	Iteration 19Q: 3 clusters Score -828201.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -828264.375000 Penalty: 4472.371094
	Iteration 20F: 3 clusters Score -828264.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -828330.375000 Penalty: 4472.371094
	Iteration 21Q: 3 clusters Score -828330.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -828394.125000 Penalty: 4472.371094
	Iteration 22Q: 3 clusters Score -828394.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -828462.312500 Penalty: 4472.371094
	Iteration 23Q: 3 clusters Score -828462.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -828524.875000 Penalty: 4472.371094
	Iteration 24Q: 3 clusters Score -828524.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -828582.250000 Penalty: 4472.371094
	Iteration 25Q: 3 clusters Score -828582.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -828626.937500 Penalty: 4472.371094
	Iteration 26Q: 3 clusters Score -828626.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -828664.937500 Penalty: 4472.371094
	Iteration 27Q: 3 clusters Score -828664.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -828699.312500 Penalty: 4472.371094
	Iteration 28Q: 3 clusters Score -828699.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -828725.625000 Penalty: 4472.371094
	Iteration 29Q: 3 clusters Score -828725.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -828745.375000 Penalty: 4472.371094
	Iteration 30Q: 3 clusters Score -828745.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -828770.062500 Penalty: 4472.371094
	Iteration 31Q: 3 clusters Score -828770.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -828801.250000 Penalty: 4472.371094
	Iteration 32Q: 3 clusters Score -828801.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -828827.125000 Penalty: 4472.371094
	Iteration 33Q: 3 clusters Score -828827.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -828847.437500 Penalty: 4472.371094
	Iteration 34Q: 3 clusters Score -828847.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -828859.750000 Penalty: 4472.371094
	Iteration 35Q: 3 clusters Score -828859.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -828875.812500 Penalty: 4472.371094
	Iteration 36Q: 3 clusters Score -828875.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -828883.250000 Penalty: 4472.371094
	Iteration 37Q: 3 clusters Score -828883.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -828894.437500 Penalty: 4472.371094
	Iteration 38Q: 3 clusters Score -828894.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -828903.062500 Penalty: 4472.371094
	Iteration 39Q: 3 clusters Score -828903.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -828910.500000 Penalty: 4472.371094
	Iteration 40F: 3 clusters Score -828910.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -828921.187500 Penalty: 4472.371094
	Iteration 41Q: 3 clusters Score -828921.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -828932.812500 Penalty: 4472.371094
	Iteration 42Q: 3 clusters Score -828932.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -828943.187500 Penalty: 4472.371094
	Iteration 43Q: 3 clusters Score -828943.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -828952.750000 Penalty: 4472.371094
	Iteration 44Q: 3 clusters Score -828952.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -828963.125000 Penalty: 4472.371094
	Iteration 45Q: 3 clusters Score -828963.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -828973.125000 Penalty: 4472.371094
	Iteration 46Q: 3 clusters Score -828973.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -828977.437500 Penalty: 4472.371094
	Iteration 47Q: 3 clusters Score -828977.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -828978.000000 Penalty: 4472.371094
	Iteration 48Q: 3 clusters Score -828978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -828981.375000 Penalty: 4472.371094
	Iteration 49Q: 3 clusters Score -828981.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -828990.500000 Penalty: 4472.371094
	Iteration 50Q: 3 clusters Score -828990.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -828994.812500 Penalty: 4472.371094
	Iteration 51Q: 3 clusters Score -828994.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -829002.125000 Penalty: 4472.371094
	Iteration 52Q: 3 clusters Score -829002.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -829005.937500 Penalty: 4472.371094
	Iteration 53Q: 3 clusters Score -829005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -829009.875000 Penalty: 4472.371094
	Iteration 54Q: 3 clusters Score -829009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -829011.500000 Penalty: 4472.371094
	Iteration 55Q: 3 clusters Score -829011.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -829015.125000 Penalty: 4472.371094
	Iteration 56Q: 3 clusters Score -829015.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -829018.125000 Penalty: 4472.371094
	Iteration 57Q: 3 clusters Score -829018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -829018.937500 Penalty: 4472.371094
	Iteration 58Q: 3 clusters Score -829018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -829019.187500 Penalty: 4472.371094
	Iteration 59Q: 3 clusters Score -829019.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -829021.312500 Penalty: 4472.371094
	Iteration 60F: 3 clusters Score -829021.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -829023.062500 Penalty: 4472.371094
	Iteration 61Q: 3 clusters Score -829023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -829023.562500 Penalty: 4472.371094
	Iteration 62Q: 3 clusters Score -829023.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -829025.062500 Penalty: 4472.371094
	Iteration 63Q: 3 clusters Score -829025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -829025.125000 Penalty: 4472.371094
	Iteration 64Q: 3 clusters Score -829025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -829026.375000 Penalty: 4472.371094
	Iteration 65Q: 3 clusters Score -829026.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -829027.000000 Penalty: 4472.371094
	Iteration 66Q: 3 clusters Score -829027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -829027.000000 Penalty: 4472.371094
	Iteration 67F: 3 clusters Score -829027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (106904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106904 members 
Entering Unmasked Estep 
Score: -10794347.000000 Penalty: 2871.762207
	Iteration 0F: 2 clusters Score -1.079435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -10722917.000000 Penalty: 5743.524414
	Iteration 0F: 3 clusters Score -1.072292e+07 nChanged 50689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -10753715.000000 Penalty: 5743.524414
	Iteration 1F: 3 clusters Score -1.075372e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -10756725.000000 Penalty: 5743.524414
	Iteration 2Q: 3 clusters Score -1.075672e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -10761750.000000 Penalty: 5743.524414
	Iteration 3F: 3 clusters Score -1.076175e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -10767973.000000 Penalty: 5743.524414
	Iteration 4F: 3 clusters Score -1.076797e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 55608 members 
Entering Unmasked Estep 
Score: -10774616.000000 Penalty: 5743.524414
	Iteration 5F: 3 clusters Score -1.077462e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -10780764.000000 Penalty: 5743.524414
	Iteration 6F: 3 clusters Score -1.078076e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -10785757.000000 Penalty: 5743.524414
	Iteration 7F: 3 clusters Score -1.078576e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -10789953.000000 Penalty: 5743.524414
	Iteration 8Q: 3 clusters Score -1.078995e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -10794576.000000 Penalty: 5743.524414
	Iteration 9Q: 3 clusters Score -1.079458e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -10799202.000000 Penalty: 5743.524414
	Iteration 10Q: 3 clusters Score -1.07992e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -10802528.000000 Penalty: 5743.524414
	Iteration 11Q: 3 clusters Score -1.080253e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -10804119.000000 Penalty: 5743.524414
	Iteration 12Q: 3 clusters Score -1.080412e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -10804467.000000 Penalty: 5743.524414
	Iteration 13Q: 3 clusters Score -1.080447e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -10804610.000000 Penalty: 5743.524414
	Iteration 14Q: 3 clusters Score -1.080461e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -10804627.000000 Penalty: 5743.524414
	Iteration 15Q: 3 clusters Score -1.080463e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -10804613.000000 Penalty: 5743.524414
	Iteration 16Q: 3 clusters Score -1.080461e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -10804630.000000 Penalty: 5743.524414
	Iteration 17Q: 3 clusters Score -1.080463e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55981 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -10804648.000000 Penalty: 5743.524414
	Iteration 18Q: 3 clusters Score -1.080465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -10804652.000000 Penalty: 5743.524414
	Iteration 19Q: 3 clusters Score -1.080465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -10804662.000000 Penalty: 5743.524414
	Iteration 20F: 3 clusters Score -1.080466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -10804659.000000 Penalty: 5743.524414
	Iteration 21Q: 3 clusters Score -1.080466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -10804661.000000 Penalty: 5743.524414
	Iteration 22Q: 3 clusters Score -1.080466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -10804656.000000 Penalty: 5743.524414
	Iteration 23Q: 3 clusters Score -1.080466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -10804654.000000 Penalty: 5743.524414
	Iteration 24Q: 3 clusters Score -1.080465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -10804652.000000 Penalty: 5743.524414
	Iteration 25Q: 3 clusters Score -1.080465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -10804647.000000 Penalty: 5743.524414
	Iteration 26Q: 3 clusters Score -1.080465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -10804647.000000 Penalty: 5743.524414
	Iteration 27F: 3 clusters Score -1.080465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 55895 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 17429 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 23840 members 
Mstep: Class 10 contains 39735 members 
Mstep: Class 11 contains 74477 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 227701 members 
Mstep: Class 14 contains 22374 members 
Mstep: Class 15 contains 29997 members 
Mstep: Class 16 contains 12472 members 
Mstep: Class 17 contains 333740 members 
Mstep: Class 18 contains 171690 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 362924 members 
Mstep: Class 21 contains 24736 members 
Mstep: Class 22 contains 51009 members 
Entering Unmasked Estep 
Score: -156969568.000000 Penalty: 78004.226562
Splitting cluster 5 changes total score from -156944032.000000 to -156969568.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (37053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Entering Unmasked Estep 
Score: -3314243.250000 Penalty: 2608.985840
	Iteration 0F: 2 clusters Score -3314243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -3289067.500000 Penalty: 5217.971680
	Iteration 0F: 3 clusters Score -3289068 nChanged 17041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3299202.750000 Penalty: 5217.971680
	Iteration 1F: 3 clusters Score -3299203 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3300590.000000 Penalty: 5217.971680
	Iteration 2F: 3 clusters Score -3300590 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3302094.000000 Penalty: 5217.971680
	Iteration 3F: 3 clusters Score -3302094 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3303516.500000 Penalty: 5217.971680
	Iteration 4F: 3 clusters Score -3303516 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3304884.000000 Penalty: 5217.971680
	Iteration 5F: 3 clusters Score -3304884 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -3306291.750000 Penalty: 5217.971680
	Iteration 6F: 3 clusters Score -3306292 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3307637.000000 Penalty: 5217.971680
	Iteration 7F: 3 clusters Score -3307637 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3308910.500000 Penalty: 5217.971680
	Iteration 8Q: 3 clusters Score -3308910 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3309904.500000 Penalty: 5217.971680
	Iteration 9Q: 3 clusters Score -3309904 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -3310723.750000 Penalty: 5217.971680
	Iteration 10Q: 3 clusters Score -3310724 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -3311409.750000 Penalty: 5217.971680
	Iteration 11Q: 3 clusters Score -3311410 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -3312060.250000 Penalty: 5217.971680
	Iteration 12Q: 3 clusters Score -3312060 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -3312603.250000 Penalty: 5217.971680
	Iteration 13Q: 3 clusters Score -3312603 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -3313028.750000 Penalty: 5217.971680
	Iteration 14Q: 3 clusters Score -3313029 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -3313363.750000 Penalty: 5217.971680
	Iteration 15Q: 3 clusters Score -3313364 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -3313634.000000 Penalty: 5217.971680
	Iteration 16Q: 3 clusters Score -3313634 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -3313834.000000 Penalty: 5217.971680
	Iteration 17Q: 3 clusters Score -3313834 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -3313961.250000 Penalty: 5217.971680
	Iteration 18Q: 3 clusters Score -3313961 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -3314071.000000 Penalty: 5217.971680
	Iteration 19Q: 3 clusters Score -3314071 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -3314260.250000 Penalty: 5217.971680
	Iteration 20F: 3 clusters Score -3314260 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -3314449.250000 Penalty: 5217.971680
	Iteration 21Q: 3 clusters Score -3314449 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -3314585.750000 Penalty: 5217.971680
	Iteration 22Q: 3 clusters Score -3314586 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -3314688.750000 Penalty: 5217.971680
	Iteration 23Q: 3 clusters Score -3314689 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -3314791.500000 Penalty: 5217.971680
	Iteration 24Q: 3 clusters Score -3314792 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -3314863.000000 Penalty: 5217.971680
	Iteration 25Q: 3 clusters Score -3314863 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -3314921.000000 Penalty: 5217.971680
	Iteration 26Q: 3 clusters Score -3314921 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -3314968.250000 Penalty: 5217.971680
	Iteration 27Q: 3 clusters Score -3314968 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -3314988.500000 Penalty: 5217.971680
	Iteration 28Q: 3 clusters Score -3314988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -3315013.250000 Penalty: 5217.971680
	Iteration 29Q: 3 clusters Score -3315013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -3315017.000000 Penalty: 5217.971680
	Iteration 30Q: 3 clusters Score -3315017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -3315022.000000 Penalty: 5217.971680
	Iteration 31Q: 3 clusters Score -3315022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -3315035.000000 Penalty: 5217.971680
	Iteration 32Q: 3 clusters Score -3315035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -3315040.500000 Penalty: 5217.971680
	Iteration 33Q: 3 clusters Score -3315040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -3315039.000000 Penalty: 5217.971680
	Iteration 34Q: 3 clusters Score -3315039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -3315045.500000 Penalty: 5217.971680
	Iteration 35Q: 3 clusters Score -3315046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -3315046.750000 Penalty: 5217.971680
	Iteration 36Q: 3 clusters Score -3315047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -3315049.000000 Penalty: 5217.971680
	Iteration 37Q: 3 clusters Score -3315049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -3315048.250000 Penalty: 5217.971680
	Iteration 38Q: 3 clusters Score -3315048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -3315045.000000 Penalty: 5217.971680
	Iteration 39Q: 3 clusters Score -3315045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -3315130.500000 Penalty: 5217.971680
	Iteration 40F: 3 clusters Score -3315130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -3315171.500000 Penalty: 5217.971680
	Iteration 41Q: 3 clusters Score -3315172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -3315209.250000 Penalty: 5217.971680
	Iteration 42Q: 3 clusters Score -3315209 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -3315215.500000 Penalty: 5217.971680
	Iteration 43Q: 3 clusters Score -3315216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -3315232.500000 Penalty: 5217.971680
	Iteration 44Q: 3 clusters Score -3315232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -3315237.250000 Penalty: 5217.971680
	Iteration 45Q: 3 clusters Score -3315237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -3315233.750000 Penalty: 5217.971680
	Iteration 46Q: 3 clusters Score -3315234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -3315234.250000 Penalty: 5217.971680
	Iteration 47Q: 3 clusters Score -3315234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -3315234.250000 Penalty: 5217.971680
	Iteration 48Q: 3 clusters Score -3315234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -3315239.500000 Penalty: 5217.971680
	Iteration 49Q: 3 clusters Score -3315240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -3315239.500000 Penalty: 5217.971680
	Iteration 50Q: 3 clusters Score -3315240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -3315239.250000 Penalty: 5217.971680
	Iteration 51Q: 3 clusters Score -3315239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -3315237.250000 Penalty: 5217.971680
	Iteration 52Q: 3 clusters Score -3315237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -3315239.000000 Penalty: 5217.971680
	Iteration 53F: 3 clusters Score -3315239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -3315249.750000 Penalty: 5217.971680
	Iteration 54Q: 3 clusters Score -3315250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -3315254.000000 Penalty: 5217.971680
	Iteration 55Q: 3 clusters Score -3315254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -3315259.750000 Penalty: 5217.971680
	Iteration 56Q: 3 clusters Score -3315260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -3315260.250000 Penalty: 5217.971680
	Iteration 57Q: 3 clusters Score -3315260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -3315260.500000 Penalty: 5217.971680
	Iteration 58Q: 3 clusters Score -3315260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -3315263.750000 Penalty: 5217.971680
	Iteration 59Q: 3 clusters Score -3315264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -3315262.500000 Penalty: 5217.971680
	Iteration 60F: 3 clusters Score -3315262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -3315264.250000 Penalty: 5217.971680
	Iteration 61Q: 3 clusters Score -3315264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -3315263.500000 Penalty: 5217.971680
	Iteration 62Q: 3 clusters Score -3315264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -3315261.500000 Penalty: 5217.971680
	Iteration 63Q: 3 clusters Score -3315262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -3315263.000000 Penalty: 5217.971680
	Iteration 64Q: 3 clusters Score -3315263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -3315263.000000 Penalty: 5217.971680
	Iteration 65F: 3 clusters Score -3315263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 55895 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 17429 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 23840 members 
Mstep: Class 10 contains 39735 members 
Mstep: Class 11 contains 74477 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 227701 members 
Mstep: Class 14 contains 22374 members 
Mstep: Class 15 contains 29997 members 
Mstep: Class 16 contains 12472 members 
Mstep: Class 17 contains 333740 members 
Mstep: Class 18 contains 171690 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 362924 members 
Mstep: Class 21 contains 24736 members 
Mstep: Class 22 contains 51009 members 
Mstep: Class 23 contains 35005 members 
Entering Unmasked Estep 
Score: -156969184.000000 Penalty: 81549.875000
Splitting cluster 6 changes total score from -156944032.000000 to -156969184.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (17429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Entering Unmasked Estep 
Score: -1698615.125000 Penalty: 2421.940918
	Iteration 0F: 2 clusters Score -1698615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1686129.625000 Penalty: 4843.881836
	Iteration 0F: 3 clusters Score -1686130 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1690387.125000 Penalty: 4843.881836
	Iteration 1F: 3 clusters Score -1690387 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1690859.000000 Penalty: 4843.881836
	Iteration 2F: 3 clusters Score -1690859 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1691247.625000 Penalty: 4843.881836
	Iteration 3F: 3 clusters Score -1691248 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1691679.000000 Penalty: 4843.881836
	Iteration 4Q: 3 clusters Score -1691679 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1692109.375000 Penalty: 4843.881836
	Iteration 5Q: 3 clusters Score -1692109 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1692604.125000 Penalty: 4843.881836
	Iteration 6F: 3 clusters Score -1692604 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1693212.875000 Penalty: 4843.881836
	Iteration 7F: 3 clusters Score -1693213 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1693897.750000 Penalty: 4843.881836
	Iteration 8F: 3 clusters Score -1693898 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1694683.000000 Penalty: 4843.881836
	Iteration 9F: 3 clusters Score -1694683 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1695332.375000 Penalty: 4843.881836
	Iteration 10Q: 3 clusters Score -1695332 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1695746.000000 Penalty: 4843.881836
	Iteration 11Q: 3 clusters Score -1695746 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1696017.000000 Penalty: 4843.881836
	Iteration 12Q: 3 clusters Score -1696017 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1696220.500000 Penalty: 4843.881836
	Iteration 13Q: 3 clusters Score -1696220 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1696357.000000 Penalty: 4843.881836
	Iteration 14Q: 3 clusters Score -1696357 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1696450.750000 Penalty: 4843.881836
	Iteration 15Q: 3 clusters Score -1696451 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1696518.500000 Penalty: 4843.881836
	Iteration 16Q: 3 clusters Score -1696518 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1696565.875000 Penalty: 4843.881836
	Iteration 17Q: 3 clusters Score -1696566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1696611.500000 Penalty: 4843.881836
	Iteration 18Q: 3 clusters Score -1696612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1696641.375000 Penalty: 4843.881836
	Iteration 19Q: 3 clusters Score -1696641 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1696680.750000 Penalty: 4843.881836
	Iteration 20F: 3 clusters Score -1696681 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1696738.500000 Penalty: 4843.881836
	Iteration 21Q: 3 clusters Score -1696738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1696789.750000 Penalty: 4843.881836
	Iteration 22Q: 3 clusters Score -1696790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1696843.250000 Penalty: 4843.881836
	Iteration 23Q: 3 clusters Score -1696843 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1696893.500000 Penalty: 4843.881836
	Iteration 24Q: 3 clusters Score -1696894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1696943.125000 Penalty: 4843.881836
	Iteration 25Q: 3 clusters Score -1696943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1696981.875000 Penalty: 4843.881836
	Iteration 26Q: 3 clusters Score -1696982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1697013.750000 Penalty: 4843.881836
	Iteration 27Q: 3 clusters Score -1697014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1697031.125000 Penalty: 4843.881836
	Iteration 28Q: 3 clusters Score -1697031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1697054.125000 Penalty: 4843.881836
	Iteration 29Q: 3 clusters Score -1697054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1697068.250000 Penalty: 4843.881836
	Iteration 30Q: 3 clusters Score -1697068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1697075.625000 Penalty: 4843.881836
	Iteration 31Q: 3 clusters Score -1697076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1697084.625000 Penalty: 4843.881836
	Iteration 32Q: 3 clusters Score -1697085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1697091.000000 Penalty: 4843.881836
	Iteration 33Q: 3 clusters Score -1697091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1697101.500000 Penalty: 4843.881836
	Iteration 34Q: 3 clusters Score -1697102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1697108.375000 Penalty: 4843.881836
	Iteration 35Q: 3 clusters Score -1697108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1697112.875000 Penalty: 4843.881836
	Iteration 36Q: 3 clusters Score -1697113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1697119.000000 Penalty: 4843.881836
	Iteration 37Q: 3 clusters Score -1697119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1697122.000000 Penalty: 4843.881836
	Iteration 38Q: 3 clusters Score -1697122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1697126.875000 Penalty: 4843.881836
	Iteration 39Q: 3 clusters Score -1697127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1697137.125000 Penalty: 4843.881836
	Iteration 40F: 3 clusters Score -1697137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1697137.750000 Penalty: 4843.881836
	Iteration 41Q: 3 clusters Score -1697138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1697138.375000 Penalty: 4843.881836
	Iteration 42Q: 3 clusters Score -1697138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1697138.875000 Penalty: 4843.881836
	Iteration 43Q: 3 clusters Score -1697139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1697139.750000 Penalty: 4843.881836
	Iteration 44Q: 3 clusters Score -1697140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1697138.875000 Penalty: 4843.881836
	Iteration 45Q: 3 clusters Score -1697139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1697139.875000 Penalty: 4843.881836
	Iteration 46Q: 3 clusters Score -1697140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1697139.875000 Penalty: 4843.881836
	Iteration 47F: 3 clusters Score -1697140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Entering Unmasked Estep 
Score: -4482854.000000 Penalty: 2659.244629
	Iteration 0F: 2 clusters Score -4482854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -4452106.500000 Penalty: 5318.489258
	Iteration 0F: 3 clusters Score -4452106 nChanged 20942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -4463765.000000 Penalty: 5318.489258
	Iteration 1F: 3 clusters Score -4463765 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -4464510.500000 Penalty: 5318.489258
	Iteration 2Q: 3 clusters Score -4464510 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -4465363.500000 Penalty: 5318.489258
	Iteration 3Q: 3 clusters Score -4465364 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -4466257.000000 Penalty: 5318.489258
	Iteration 4Q: 3 clusters Score -4466257 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -4467270.500000 Penalty: 5318.489258
	Iteration 5Q: 3 clusters Score -4467270 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -4468309.000000 Penalty: 5318.489258
	Iteration 6Q: 3 clusters Score -4468309 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -4469381.000000 Penalty: 5318.489258
	Iteration 7Q: 3 clusters Score -4469381 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -4470789.500000 Penalty: 5318.489258
	Iteration 8F: 3 clusters Score -4470790 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -4472468.500000 Penalty: 5318.489258
	Iteration 9F: 3 clusters Score -4472468 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -4474087.000000 Penalty: 5318.489258
	Iteration 10F: 3 clusters Score -4474087 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -4475096.500000 Penalty: 5318.489258
	Iteration 11Q: 3 clusters Score -4475096 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -4475680.500000 Penalty: 5318.489258
	Iteration 12Q: 3 clusters Score -4475680 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -4476078.500000 Penalty: 5318.489258
	Iteration 13Q: 3 clusters Score -4476078 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -4476386.500000 Penalty: 5318.489258
	Iteration 14Q: 3 clusters Score -4476386 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -4476646.000000 Penalty: 5318.489258
	Iteration 15Q: 3 clusters Score -4476646 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -4476841.000000 Penalty: 5318.489258
	Iteration 16Q: 3 clusters Score -4476841 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -4476985.000000 Penalty: 5318.489258
	Iteration 17Q: 3 clusters Score -4476985 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -4477080.000000 Penalty: 5318.489258
	Iteration 18Q: 3 clusters Score -4477080 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -4477183.500000 Penalty: 5318.489258
	Iteration 19Q: 3 clusters Score -4477184 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -4477264.000000 Penalty: 5318.489258
	Iteration 20F: 3 clusters Score -4477264 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -4477353.000000 Penalty: 5318.489258
	Iteration 21Q: 3 clusters Score -4477353 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -4477455.000000 Penalty: 5318.489258
	Iteration 22Q: 3 clusters Score -4477455 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -4477524.500000 Penalty: 5318.489258
	Iteration 23Q: 3 clusters Score -4477524 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -4477589.000000 Penalty: 5318.489258
	Iteration 24Q: 3 clusters Score -4477589 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -4477656.000000 Penalty: 5318.489258
	Iteration 25Q: 3 clusters Score -4477656 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -4477749.000000 Penalty: 5318.489258
	Iteration 26Q: 3 clusters Score -4477749 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -4477849.500000 Penalty: 5318.489258
	Iteration 27Q: 3 clusters Score -4477850 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -4477915.000000 Penalty: 5318.489258
	Iteration 28Q: 3 clusters Score -4477915 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -4478007.000000 Penalty: 5318.489258
	Iteration 29Q: 3 clusters Score -4478007 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -4478094.500000 Penalty: 5318.489258
	Iteration 30Q: 3 clusters Score -4478094 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -4478146.500000 Penalty: 5318.489258
	Iteration 31Q: 3 clusters Score -4478146 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -4478236.000000 Penalty: 5318.489258
	Iteration 32Q: 3 clusters Score -4478236 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -4478333.500000 Penalty: 5318.489258
	Iteration 33Q: 3 clusters Score -4478334 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -4478399.500000 Penalty: 5318.489258
	Iteration 34Q: 3 clusters Score -4478400 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -4478442.500000 Penalty: 5318.489258
	Iteration 35Q: 3 clusters Score -4478442 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -4478536.500000 Penalty: 5318.489258
	Iteration 36Q: 3 clusters Score -4478536 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4478639.500000 Penalty: 5318.489258
	Iteration 37Q: 3 clusters Score -4478640 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -4478727.000000 Penalty: 5318.489258
	Iteration 38Q: 3 clusters Score -4478727 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -4478783.500000 Penalty: 5318.489258
	Iteration 39Q: 3 clusters Score -4478784 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -4478866.500000 Penalty: 5318.489258
	Iteration 40F: 3 clusters Score -4478866 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -4478972.000000 Penalty: 5318.489258
	Iteration 41Q: 3 clusters Score -4478972 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -4479050.000000 Penalty: 5318.489258
	Iteration 42Q: 3 clusters Score -4479050 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -4479129.500000 Penalty: 5318.489258
	Iteration 43Q: 3 clusters Score -4479130 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4479217.000000 Penalty: 5318.489258
	Iteration 44Q: 3 clusters Score -4479217 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -4479290.500000 Penalty: 5318.489258
	Iteration 45Q: 3 clusters Score -4479290 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -4479403.000000 Penalty: 5318.489258
	Iteration 46Q: 3 clusters Score -4479403 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -4479494.000000 Penalty: 5318.489258
	Iteration 47Q: 3 clusters Score -4479494 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -4479608.000000 Penalty: 5318.489258
	Iteration 48Q: 3 clusters Score -4479608 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -4479712.000000 Penalty: 5318.489258
	Iteration 49Q: 3 clusters Score -4479712 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -4479873.000000 Penalty: 5318.489258
	Iteration 50Q: 3 clusters Score -4479873 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -4479976.000000 Penalty: 5318.489258
	Iteration 51Q: 3 clusters Score -4479976 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -4480142.500000 Penalty: 5318.489258
	Iteration 52Q: 3 clusters Score -4480142 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -4480318.500000 Penalty: 5318.489258
	Iteration 53Q: 3 clusters Score -4480318 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -4480522.500000 Penalty: 5318.489258
	Iteration 54Q: 3 clusters Score -4480522 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -4480746.500000 Penalty: 5318.489258
	Iteration 55Q: 3 clusters Score -4480746 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -4480936.500000 Penalty: 5318.489258
	Iteration 56Q: 3 clusters Score -4480936 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -4481089.500000 Penalty: 5318.489258
	Iteration 57Q: 3 clusters Score -4481090 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -4481239.500000 Penalty: 5318.489258
	Iteration 58Q: 3 clusters Score -4481240 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -4481367.000000 Penalty: 5318.489258
	Iteration 59Q: 3 clusters Score -4481367 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -4481498.000000 Penalty: 5318.489258
	Iteration 60F: 3 clusters Score -4481498 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -4481598.000000 Penalty: 5318.489258
	Iteration 61Q: 3 clusters Score -4481598 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -4481669.500000 Penalty: 5318.489258
	Iteration 62Q: 3 clusters Score -4481670 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -4481717.000000 Penalty: 5318.489258
	Iteration 63Q: 3 clusters Score -4481717 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -4481769.500000 Penalty: 5318.489258
	Iteration 64Q: 3 clusters Score -4481770 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -4481810.000000 Penalty: 5318.489258
	Iteration 65Q: 3 clusters Score -4481810 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -4481849.000000 Penalty: 5318.489258
	Iteration 66Q: 3 clusters Score -4481849 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -4481867.500000 Penalty: 5318.489258
	Iteration 67Q: 3 clusters Score -4481868 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -4481887.500000 Penalty: 5318.489258
	Iteration 68Q: 3 clusters Score -4481888 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -4481906.000000 Penalty: 5318.489258
	Iteration 69Q: 3 clusters Score -4481906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -4481905.500000 Penalty: 5318.489258
	Iteration 70Q: 3 clusters Score -4481906 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -4481932.000000 Penalty: 5318.489258
	Iteration 71Q: 3 clusters Score -4481932 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -4481939.000000 Penalty: 5318.489258
	Iteration 72Q: 3 clusters Score -4481939 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -4481946.000000 Penalty: 5318.489258
	Iteration 73Q: 3 clusters Score -4481946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -4481965.000000 Penalty: 5318.489258
	Iteration 74Q: 3 clusters Score -4481965 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -4481977.000000 Penalty: 5318.489258
	Iteration 75Q: 3 clusters Score -4481977 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -4481979.500000 Penalty: 5318.489258
	Iteration 76Q: 3 clusters Score -4481980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -4481987.500000 Penalty: 5318.489258
	Iteration 77Q: 3 clusters Score -4481988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -4481994.000000 Penalty: 5318.489258
	Iteration 78Q: 3 clusters Score -4481994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -4482004.500000 Penalty: 5318.489258
	Iteration 79Q: 3 clusters Score -4482004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -4482012.500000 Penalty: 5318.489258
	Iteration 80F: 3 clusters Score -4482012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -4482013.000000 Penalty: 5318.489258
	Iteration 81Q: 3 clusters Score -4482013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -4482013.000000 Penalty: 5318.489258
	Iteration 82Q: 3 clusters Score -4482013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -4482022.000000 Penalty: 5318.489258
	Iteration 83Q: 3 clusters Score -4482022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -4482018.000000 Penalty: 5318.489258
	Iteration 84Q: 3 clusters Score -4482018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -4482023.500000 Penalty: 5318.489258
	Iteration 85Q: 3 clusters Score -4482024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -4482027.000000 Penalty: 5318.489258
	Iteration 86Q: 3 clusters Score -4482027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -4482024.000000 Penalty: 5318.489258
	Iteration 87Q: 3 clusters Score -4482024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -4482023.500000 Penalty: 5318.489258
	Iteration 88Q: 3 clusters Score -4482024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -4482021.000000 Penalty: 5318.489258
	Iteration 89Q: 3 clusters Score -4482021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -4482020.500000 Penalty: 5318.489258
	Iteration 90Q: 3 clusters Score -4482020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -4482025.000000 Penalty: 5318.489258
	Iteration 91Q: 3 clusters Score -4482025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -4482032.000000 Penalty: 5318.489258
	Iteration 92Q: 3 clusters Score -4482032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -4482026.000000 Penalty: 5318.489258
	Iteration 93Q: 3 clusters Score -4482026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -4482032.500000 Penalty: 5318.489258
	Iteration 94Q: 3 clusters Score -4482032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -4482037.000000 Penalty: 5318.489258
	Iteration 95Q: 3 clusters Score -4482037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -4482035.000000 Penalty: 5318.489258
	Iteration 96Q: 3 clusters Score -4482035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -4482038.500000 Penalty: 5318.489258
	Iteration 97Q: 3 clusters Score -4482038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -4482038.500000 Penalty: 5318.489258
	Iteration 98F: 3 clusters Score -4482038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Entering Unmasked Estep 
Score: -2302423.500000 Penalty: 2499.621582
	Iteration 0F: 2 clusters Score -2302424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2285906.000000 Penalty: 4999.243164
	Iteration 0F: 3 clusters Score -2285906 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2291845.750000 Penalty: 4999.243164
	Iteration 1F: 3 clusters Score -2291846 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2292612.750000 Penalty: 4999.243164
	Iteration 2F: 3 clusters Score -2292613 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2293566.250000 Penalty: 4999.243164
	Iteration 3F: 3 clusters Score -2293566 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2294809.750000 Penalty: 4999.243164
	Iteration 4F: 3 clusters Score -2294810 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2296455.250000 Penalty: 4999.243164
	Iteration 5F: 3 clusters Score -2296455 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2298289.750000 Penalty: 4999.243164
	Iteration 6F: 3 clusters Score -2298290 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2299841.250000 Penalty: 4999.243164
	Iteration 7F: 3 clusters Score -2299841 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2300728.500000 Penalty: 4999.243164
	Iteration 8F: 3 clusters Score -2300728 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2301229.000000 Penalty: 4999.243164
	Iteration 9Q: 3 clusters Score -2301229 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2301537.250000 Penalty: 4999.243164
	Iteration 10Q: 3 clusters Score -2301537 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2301790.000000 Penalty: 4999.243164
	Iteration 11Q: 3 clusters Score -2301790 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2301995.250000 Penalty: 4999.243164
	Iteration 12Q: 3 clusters Score -2301995 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2302153.000000 Penalty: 4999.243164
	Iteration 13Q: 3 clusters Score -2302153 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2302228.500000 Penalty: 4999.243164
	Iteration 14Q: 3 clusters Score -2302228 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2302293.250000 Penalty: 4999.243164
	Iteration 15Q: 3 clusters Score -2302293 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2302344.250000 Penalty: 4999.243164
	Iteration 16Q: 3 clusters Score -2302344 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2302373.750000 Penalty: 4999.243164
	Iteration 17Q: 3 clusters Score -2302374 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2302397.750000 Penalty: 4999.243164
	Iteration 18Q: 3 clusters Score -2302398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2302422.500000 Penalty: 4999.243164
	Iteration 19Q: 3 clusters Score -2302422 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2302423.500000 Penalty: 4999.243164
	Iteration 20F: 3 clusters Score -2302424 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2302433.500000 Penalty: 4999.243164
	Iteration 21Q: 3 clusters Score -2302434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2302446.000000 Penalty: 4999.243164
	Iteration 22Q: 3 clusters Score -2302446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2302457.750000 Penalty: 4999.243164
	Iteration 23Q: 3 clusters Score -2302458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2302452.250000 Penalty: 4999.243164
	Iteration 24Q: 3 clusters Score -2302452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2302459.250000 Penalty: 4999.243164
	Iteration 25Q: 3 clusters Score -2302459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2302457.000000 Penalty: 4999.243164
	Iteration 26Q: 3 clusters Score -2302457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2302455.750000 Penalty: 4999.243164
	Iteration 27Q: 3 clusters Score -2302456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2302449.250000 Penalty: 4999.243164
	Iteration 28Q: 3 clusters Score -2302449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2302445.250000 Penalty: 4999.243164
	Iteration 29Q: 3 clusters Score -2302445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2302445.000000 Penalty: 4999.243164
	Iteration 30Q: 3 clusters Score -2302445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2302452.500000 Penalty: 4999.243164
	Iteration 31Q: 3 clusters Score -2302452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2302450.000000 Penalty: 4999.243164
	Iteration 32Q: 3 clusters Score -2302450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2302450.000000 Penalty: 4999.243164
	Iteration 33Q: 3 clusters Score -2302450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2302450.250000 Penalty: 4999.243164
	Iteration 34Q: 3 clusters Score -2302450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2302450.750000 Penalty: 4999.243164
	Iteration 35Q: 3 clusters Score -2302451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2302453.000000 Penalty: 4999.243164
	Iteration 36Q: 3 clusters Score -2302453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2302454.500000 Penalty: 4999.243164
	Iteration 37Q: 3 clusters Score -2302454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2302465.000000 Penalty: 4999.243164
	Iteration 38Q: 3 clusters Score -2302465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2302458.000000 Penalty: 4999.243164
	Iteration 39Q: 3 clusters Score -2302458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2302465.250000 Penalty: 4999.243164
	Iteration 40F: 3 clusters Score -2302465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2302465.000000 Penalty: 4999.243164
	Iteration 41Q: 3 clusters Score -2302465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2302460.250000 Penalty: 4999.243164
	Iteration 42Q: 3 clusters Score -2302460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2302460.000000 Penalty: 4999.243164
	Iteration 43Q: 3 clusters Score -2302460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2302466.500000 Penalty: 4999.243164
	Iteration 44Q: 3 clusters Score -2302466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2302466.750000 Penalty: 4999.243164
	Iteration 45Q: 3 clusters Score -2302467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2302469.750000 Penalty: 4999.243164
	Iteration 46Q: 3 clusters Score -2302470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2302468.250000 Penalty: 4999.243164
	Iteration 47Q: 3 clusters Score -2302468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2302469.000000 Penalty: 4999.243164
	Iteration 48Q: 3 clusters Score -2302469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2302466.750000 Penalty: 4999.243164
	Iteration 49Q: 3 clusters Score -2302467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2302467.250000 Penalty: 4999.243164
	Iteration 50Q: 3 clusters Score -2302467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2302467.250000 Penalty: 4999.243164
	Iteration 51Q: 3 clusters Score -2302467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2302469.750000 Penalty: 4999.243164
	Iteration 52Q: 3 clusters Score -2302470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2302469.750000 Penalty: 4999.243164
	Iteration 53Q: 3 clusters Score -2302470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2302469.750000 Penalty: 4999.243164
	Iteration 54F: 3 clusters Score -2302470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 55895 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 17429 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 14832 members 
Mstep: Class 10 contains 39735 members 
Mstep: Class 11 contains 74477 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 227701 members 
Mstep: Class 14 contains 22374 members 
Mstep: Class 15 contains 29997 members 
Mstep: Class 16 contains 12472 members 
Mstep: Class 17 contains 333740 members 
Mstep: Class 18 contains 171690 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 362924 members 
Mstep: Class 21 contains 24736 members 
Mstep: Class 22 contains 51009 members 
Mstep: Class 23 contains 35005 members 
Mstep: Class 24 contains 9008 members 
Entering Unmasked Estep 
Score: -156967504.000000 Penalty: 85095.523438
Splitting cluster 9 changes total score from -156944032.000000 to -156967504.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (39735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Entering Unmasked Estep 
Score: -3866479.000000 Penalty: 2626.316895
	Iteration 0F: 2 clusters Score -3866479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -3839559.000000 Penalty: 5252.633789
	Iteration 0F: 3 clusters Score -3839559 nChanged 18142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -3849947.750000 Penalty: 5252.633789
	Iteration 1F: 3 clusters Score -3849948 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3851011.750000 Penalty: 5252.633789
	Iteration 2F: 3 clusters Score -3851012 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -3852312.500000 Penalty: 5252.633789
	Iteration 3F: 3 clusters Score -3852312 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -3853890.250000 Penalty: 5252.633789
	Iteration 4F: 3 clusters Score -3853890 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -3856061.500000 Penalty: 5252.633789
	Iteration 5F: 3 clusters Score -3856062 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -3858887.500000 Penalty: 5252.633789
	Iteration 6F: 3 clusters Score -3858888 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3862432.500000 Penalty: 5252.633789
	Iteration 7F: 3 clusters Score -3862432 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -3866080.000000 Penalty: 5252.633789
	Iteration 8F: 3 clusters Score -3866080 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -3868572.500000 Penalty: 5252.633789
	Iteration 9F: 3 clusters Score -3868572 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3869729.250000 Penalty: 5252.633789
	Iteration 10Q: 3 clusters Score -3869729 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -3870307.500000 Penalty: 5252.633789
	Iteration 11Q: 3 clusters Score -3870308 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3870744.000000 Penalty: 5252.633789
	Iteration 12Q: 3 clusters Score -3870744 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -3871077.250000 Penalty: 5252.633789
	Iteration 13Q: 3 clusters Score -3871077 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3871399.000000 Penalty: 5252.633789
	Iteration 14Q: 3 clusters Score -3871399 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3871717.250000 Penalty: 5252.633789
	Iteration 15Q: 3 clusters Score -3871717 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3872106.500000 Penalty: 5252.633789
	Iteration 16Q: 3 clusters Score -3872106 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3872476.000000 Penalty: 5252.633789
	Iteration 17Q: 3 clusters Score -3872476 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3872807.500000 Penalty: 5252.633789
	Iteration 18Q: 3 clusters Score -3872808 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3873036.500000 Penalty: 5252.633789
	Iteration 19Q: 3 clusters Score -3873036 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3873189.500000 Penalty: 5252.633789
	Iteration 20F: 3 clusters Score -3873190 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3873328.500000 Penalty: 5252.633789
	Iteration 21Q: 3 clusters Score -3873328 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3873417.500000 Penalty: 5252.633789
	Iteration 22Q: 3 clusters Score -3873418 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3873491.250000 Penalty: 5252.633789
	Iteration 23Q: 3 clusters Score -3873491 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3873536.000000 Penalty: 5252.633789
	Iteration 24Q: 3 clusters Score -3873536 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3873579.000000 Penalty: 5252.633789
	Iteration 25Q: 3 clusters Score -3873579 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3873594.250000 Penalty: 5252.633789
	Iteration 26Q: 3 clusters Score -3873594 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3873620.000000 Penalty: 5252.633789
	Iteration 27Q: 3 clusters Score -3873620 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3873649.000000 Penalty: 5252.633789
	Iteration 28Q: 3 clusters Score -3873649 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3873680.750000 Penalty: 5252.633789
	Iteration 29Q: 3 clusters Score -3873681 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3873689.500000 Penalty: 5252.633789
	Iteration 30Q: 3 clusters Score -3873690 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3873716.250000 Penalty: 5252.633789
	Iteration 31Q: 3 clusters Score -3873716 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3873748.750000 Penalty: 5252.633789
	Iteration 32Q: 3 clusters Score -3873749 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3873750.250000 Penalty: 5252.633789
	Iteration 33Q: 3 clusters Score -3873750 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3873783.250000 Penalty: 5252.633789
	Iteration 34Q: 3 clusters Score -3873783 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3873806.750000 Penalty: 5252.633789
	Iteration 35Q: 3 clusters Score -3873807 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3873825.500000 Penalty: 5252.633789
	Iteration 36Q: 3 clusters Score -3873826 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3873860.000000 Penalty: 5252.633789
	Iteration 37Q: 3 clusters Score -3873860 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3873890.250000 Penalty: 5252.633789
	Iteration 38Q: 3 clusters Score -3873890 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3873945.500000 Penalty: 5252.633789
	Iteration 39Q: 3 clusters Score -3873946 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3874026.000000 Penalty: 5252.633789
	Iteration 40F: 3 clusters Score -3874026 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3874121.500000 Penalty: 5252.633789
	Iteration 41Q: 3 clusters Score -3874122 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3874250.250000 Penalty: 5252.633789
	Iteration 42Q: 3 clusters Score -3874250 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3874408.750000 Penalty: 5252.633789
	Iteration 43Q: 3 clusters Score -3874409 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3874614.000000 Penalty: 5252.633789
	Iteration 44Q: 3 clusters Score -3874614 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3874763.000000 Penalty: 5252.633789
	Iteration 45Q: 3 clusters Score -3874763 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3874934.750000 Penalty: 5252.633789
	Iteration 46Q: 3 clusters Score -3874935 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3875041.500000 Penalty: 5252.633789
	Iteration 47Q: 3 clusters Score -3875042 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3875148.500000 Penalty: 5252.633789
	Iteration 48Q: 3 clusters Score -3875148 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3875205.250000 Penalty: 5252.633789
	Iteration 49Q: 3 clusters Score -3875205 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -3875285.000000 Penalty: 5252.633789
	Iteration 50Q: 3 clusters Score -3875285 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -3875360.750000 Penalty: 5252.633789
	Iteration 51Q: 3 clusters Score -3875361 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -3875412.250000 Penalty: 5252.633789
	Iteration 52Q: 3 clusters Score -3875412 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -3875497.000000 Penalty: 5252.633789
	Iteration 53Q: 3 clusters Score -3875497 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -3875523.750000 Penalty: 5252.633789
	Iteration 54Q: 3 clusters Score -3875524 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -3875569.750000 Penalty: 5252.633789
	Iteration 55Q: 3 clusters Score -3875570 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3875598.250000 Penalty: 5252.633789
	Iteration 56Q: 3 clusters Score -3875598 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3875628.250000 Penalty: 5252.633789
	Iteration 57Q: 3 clusters Score -3875628 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -3875639.750000 Penalty: 5252.633789
	Iteration 58Q: 3 clusters Score -3875640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3875655.250000 Penalty: 5252.633789
	Iteration 59Q: 3 clusters Score -3875655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3875664.000000 Penalty: 5252.633789
	Iteration 60F: 3 clusters Score -3875664 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3875667.250000 Penalty: 5252.633789
	Iteration 61Q: 3 clusters Score -3875667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -3875681.500000 Penalty: 5252.633789
	Iteration 62Q: 3 clusters Score -3875682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3875680.250000 Penalty: 5252.633789
	Iteration 63Q: 3 clusters Score -3875680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -3875683.250000 Penalty: 5252.633789
	Iteration 64Q: 3 clusters Score -3875683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3875687.750000 Penalty: 5252.633789
	Iteration 65Q: 3 clusters Score -3875688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3875691.750000 Penalty: 5252.633789
	Iteration 66Q: 3 clusters Score -3875692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -3875699.500000 Penalty: 5252.633789
	Iteration 67Q: 3 clusters Score -3875700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3875697.250000 Penalty: 5252.633789
	Iteration 68Q: 3 clusters Score -3875697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -3875704.750000 Penalty: 5252.633789
	Iteration 69Q: 3 clusters Score -3875705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3875701.750000 Penalty: 5252.633789
	Iteration 70Q: 3 clusters Score -3875702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3875711.500000 Penalty: 5252.633789
	Iteration 71Q: 3 clusters Score -3875712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3875709.750000 Penalty: 5252.633789
	Iteration 72Q: 3 clusters Score -3875710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3875705.000000 Penalty: 5252.633789
	Iteration 73Q: 3 clusters Score -3875705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3875703.250000 Penalty: 5252.633789
	Iteration 74Q: 3 clusters Score -3875703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3875701.250000 Penalty: 5252.633789
	Iteration 75Q: 3 clusters Score -3875701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3875701.250000 Penalty: 5252.633789
	Iteration 76F: 3 clusters Score -3875701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 55895 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 17429 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 14832 members 
Mstep: Class 10 contains 31601 members 
Mstep: Class 11 contains 74477 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 227701 members 
Mstep: Class 14 contains 22374 members 
Mstep: Class 15 contains 29997 members 
Mstep: Class 16 contains 12472 members 
Mstep: Class 17 contains 333740 members 
Mstep: Class 18 contains 171690 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 362924 members 
Mstep: Class 21 contains 24736 members 
Mstep: Class 22 contains 51009 members 
Mstep: Class 23 contains 35005 members 
Mstep: Class 24 contains 9008 members 
Mstep: Class 25 contains 8134 members 
Entering Unmasked Estep 
Score: -156974192.000000 Penalty: 88641.171875
Splitting cluster 10 changes total score from -156944032.000000 to -156974192.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (74477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74477 members 
Entering Unmasked Estep 
Score: -7459095.500000 Penalty: 2782.125000
	Iteration 0F: 2 clusters Score -7459096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -7409122.000000 Penalty: 5564.250000
	Iteration 0F: 3 clusters Score -7409122 nChanged 34883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -7429046.500000 Penalty: 5564.250000
	Iteration 1F: 3 clusters Score -7429046 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -7429816.000000 Penalty: 5564.250000
	Iteration 2Q: 3 clusters Score -7429816 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -7430776.500000 Penalty: 5564.250000
	Iteration 3Q: 3 clusters Score -7430776 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -7432220.000000 Penalty: 5564.250000
	Iteration 4Q: 3 clusters Score -7432220 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -7434477.000000 Penalty: 5564.250000
	Iteration 5F: 3 clusters Score -7434477 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -7438111.000000 Penalty: 5564.250000
	Iteration 6F: 3 clusters Score -7438111 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -7443252.500000 Penalty: 5564.250000
	Iteration 7F: 3 clusters Score -7443252 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -7448670.000000 Penalty: 5564.250000
	Iteration 8F: 3 clusters Score -7448670 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 69505 members 
Entering Unmasked Estep 
Score: -7452702.000000 Penalty: 5564.250000
	Iteration 9F: 3 clusters Score -7452702 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 71956 members 
Entering Unmasked Estep 
Score: -7454953.000000 Penalty: 5564.250000
	Iteration 10Q: 3 clusters Score -7454953 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 73090 members 
Entering Unmasked Estep 
Score: -7455911.000000 Penalty: 5564.250000
	Iteration 11Q: 3 clusters Score -7455911 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 73559 members 
Entering Unmasked Estep 
Score: -7456329.000000 Penalty: 5564.250000
	Iteration 12Q: 3 clusters Score -7456329 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 73760 members 
Entering Unmasked Estep 
Score: -7456509.000000 Penalty: 5564.250000
	Iteration 13Q: 3 clusters Score -7456509 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 73853 members 
Entering Unmasked Estep 
Score: -7456595.000000 Penalty: 5564.250000
	Iteration 14Q: 3 clusters Score -7456595 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -7456646.000000 Penalty: 5564.250000
	Iteration 15Q: 3 clusters Score -7456646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 73953 members 
Entering Unmasked Estep 
Score: -7456689.000000 Penalty: 5564.250000
	Iteration 16Q: 3 clusters Score -7456689 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 73984 members 
Entering Unmasked Estep 
Score: -7456745.500000 Penalty: 5564.250000
	Iteration 17Q: 3 clusters Score -7456746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 74005 members 
Entering Unmasked Estep 
Score: -7456792.500000 Penalty: 5564.250000
	Iteration 18Q: 3 clusters Score -7456792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 74022 members 
Entering Unmasked Estep 
Score: -7456820.500000 Penalty: 5564.250000
	Iteration 19Q: 3 clusters Score -7456820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -7456826.500000 Penalty: 5564.250000
	Iteration 20F: 3 clusters Score -7456826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -7456842.500000 Penalty: 5564.250000
	Iteration 21Q: 3 clusters Score -7456842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 74045 members 
Entering Unmasked Estep 
Score: -7456850.500000 Penalty: 5564.250000
	Iteration 22Q: 3 clusters Score -7456850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -7456855.500000 Penalty: 5564.250000
	Iteration 23Q: 3 clusters Score -7456856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 74052 members 
Entering Unmasked Estep 
Score: -7456859.000000 Penalty: 5564.250000
	Iteration 24Q: 3 clusters Score -7456859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -7456862.000000 Penalty: 5564.250000
	Iteration 25Q: 3 clusters Score -7456862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 74059 members 
Entering Unmasked Estep 
Score: -7456863.000000 Penalty: 5564.250000
	Iteration 26Q: 3 clusters Score -7456863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -7456858.000000 Penalty: 5564.250000
	Iteration 27Q: 3 clusters Score -7456858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -7456859.000000 Penalty: 5564.250000
	Iteration 28Q: 3 clusters Score -7456859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 74063 members 
Entering Unmasked Estep 
Score: -7456864.000000 Penalty: 5564.250000
	Iteration 29Q: 3 clusters Score -7456864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -7456866.500000 Penalty: 5564.250000
	Iteration 30Q: 3 clusters Score -7456866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -7456862.500000 Penalty: 5564.250000
	Iteration 31Q: 3 clusters Score -7456862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -7456870.000000 Penalty: 5564.250000
	Iteration 32Q: 3 clusters Score -7456870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -7456867.500000 Penalty: 5564.250000
	Iteration 33Q: 3 clusters Score -7456868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 74068 members 
Entering Unmasked Estep 
Score: -7456870.000000 Penalty: 5564.250000
	Iteration 34Q: 3 clusters Score -7456870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 74068 members 
Entering Unmasked Estep 
Score: -7456870.000000 Penalty: 5564.250000
	Iteration 35F: 3 clusters Score -7456870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Entering Unmasked Estep 
Score: -4807911.000000 Penalty: 2672.705322
	Iteration 0F: 2 clusters Score -4807911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -4775666.500000 Penalty: 5345.410645
	Iteration 0F: 3 clusters Score -4775666 nChanged 22099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -4787797.000000 Penalty: 5345.410645
	Iteration 1F: 3 clusters Score -4787797 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -4788695.500000 Penalty: 5345.410645
	Iteration 2Q: 3 clusters Score -4788696 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -4790056.500000 Penalty: 5345.410645
	Iteration 3Q: 3 clusters Score -4790056 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -4792361.000000 Penalty: 5345.410645
	Iteration 4F: 3 clusters Score -4792361 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -4795312.500000 Penalty: 5345.410645
	Iteration 5F: 3 clusters Score -4795312 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -4798390.000000 Penalty: 5345.410645
	Iteration 6F: 3 clusters Score -4798390 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4801345.500000 Penalty: 5345.410645
	Iteration 7F: 3 clusters Score -4801346 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -4803644.500000 Penalty: 5345.410645
	Iteration 8F: 3 clusters Score -4803644 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -4804858.000000 Penalty: 5345.410645
	Iteration 9Q: 3 clusters Score -4804858 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -4805451.500000 Penalty: 5345.410645
	Iteration 10Q: 3 clusters Score -4805452 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -4805824.500000 Penalty: 5345.410645
	Iteration 11Q: 3 clusters Score -4805824 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -4806111.000000 Penalty: 5345.410645
	Iteration 12Q: 3 clusters Score -4806111 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -4806320.000000 Penalty: 5345.410645
	Iteration 13Q: 3 clusters Score -4806320 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -4806474.500000 Penalty: 5345.410645
	Iteration 14Q: 3 clusters Score -4806474 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -4806631.000000 Penalty: 5345.410645
	Iteration 15Q: 3 clusters Score -4806631 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -4806784.500000 Penalty: 5345.410645
	Iteration 16Q: 3 clusters Score -4806784 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -4806897.000000 Penalty: 5345.410645
	Iteration 17Q: 3 clusters Score -4806897 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -4807022.000000 Penalty: 5345.410645
	Iteration 18Q: 3 clusters Score -4807022 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -4807130.500000 Penalty: 5345.410645
	Iteration 19Q: 3 clusters Score -4807130 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -4807205.000000 Penalty: 5345.410645
	Iteration 20F: 3 clusters Score -4807205 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -4807285.500000 Penalty: 5345.410645
	Iteration 21Q: 3 clusters Score -4807286 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -4807365.500000 Penalty: 5345.410645
	Iteration 22Q: 3 clusters Score -4807366 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -4807429.000000 Penalty: 5345.410645
	Iteration 23Q: 3 clusters Score -4807429 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -4807503.500000 Penalty: 5345.410645
	Iteration 24Q: 3 clusters Score -4807504 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -4807569.500000 Penalty: 5345.410645
	Iteration 25Q: 3 clusters Score -4807570 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -4807629.500000 Penalty: 5345.410645
	Iteration 26Q: 3 clusters Score -4807630 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -4807647.500000 Penalty: 5345.410645
	Iteration 27Q: 3 clusters Score -4807648 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -4807695.000000 Penalty: 5345.410645
	Iteration 28Q: 3 clusters Score -4807695 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -4807742.500000 Penalty: 5345.410645
	Iteration 29Q: 3 clusters Score -4807742 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -4807786.500000 Penalty: 5345.410645
	Iteration 30Q: 3 clusters Score -4807786 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -4807798.500000 Penalty: 5345.410645
	Iteration 31Q: 3 clusters Score -4807798 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -4807839.500000 Penalty: 5345.410645
	Iteration 32Q: 3 clusters Score -4807840 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -4807870.000000 Penalty: 5345.410645
	Iteration 33Q: 3 clusters Score -4807870 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -4807904.500000 Penalty: 5345.410645
	Iteration 34Q: 3 clusters Score -4807904 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4807921.000000 Penalty: 5345.410645
	Iteration 35Q: 3 clusters Score -4807921 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4807944.000000 Penalty: 5345.410645
	Iteration 36Q: 3 clusters Score -4807944 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -4807975.000000 Penalty: 5345.410645
	Iteration 37Q: 3 clusters Score -4807975 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4807999.000000 Penalty: 5345.410645
	Iteration 38Q: 3 clusters Score -4807999 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -4807997.500000 Penalty: 5345.410645
	Iteration 39Q: 3 clusters Score -4807998 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -4808027.500000 Penalty: 5345.410645
	Iteration 40F: 3 clusters Score -4808028 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -4808044.000000 Penalty: 5345.410645
	Iteration 41Q: 3 clusters Score -4808044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -4808041.500000 Penalty: 5345.410645
	Iteration 42Q: 3 clusters Score -4808042 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -4808068.500000 Penalty: 5345.410645
	Iteration 43Q: 3 clusters Score -4808068 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4808094.000000 Penalty: 5345.410645
	Iteration 44Q: 3 clusters Score -4808094 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -4808120.500000 Penalty: 5345.410645
	Iteration 45Q: 3 clusters Score -4808120 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4808128.500000 Penalty: 5345.410645
	Iteration 46Q: 3 clusters Score -4808128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -4808144.000000 Penalty: 5345.410645
	Iteration 47Q: 3 clusters Score -4808144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4808162.500000 Penalty: 5345.410645
	Iteration 48Q: 3 clusters Score -4808162 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -4808181.000000 Penalty: 5345.410645
	Iteration 49Q: 3 clusters Score -4808181 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -4808192.500000 Penalty: 5345.410645
	Iteration 50Q: 3 clusters Score -4808192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -4808207.000000 Penalty: 5345.410645
	Iteration 51Q: 3 clusters Score -4808207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -4808210.500000 Penalty: 5345.410645
	Iteration 52Q: 3 clusters Score -4808210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -4808221.000000 Penalty: 5345.410645
	Iteration 53Q: 3 clusters Score -4808221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -4808221.500000 Penalty: 5345.410645
	Iteration 54Q: 3 clusters Score -4808222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -4808231.500000 Penalty: 5345.410645
	Iteration 55Q: 3 clusters Score -4808232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -4808237.500000 Penalty: 5345.410645
	Iteration 56Q: 3 clusters Score -4808238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -4808228.500000 Penalty: 5345.410645
	Iteration 57Q: 3 clusters Score -4808228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -4808242.000000 Penalty: 5345.410645
	Iteration 58Q: 3 clusters Score -4808242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -4808235.500000 Penalty: 5345.410645
	Iteration 59Q: 3 clusters Score -4808236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -4808243.000000 Penalty: 5345.410645
	Iteration 60F: 3 clusters Score -4808243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -4808250.500000 Penalty: 5345.410645
	Iteration 61Q: 3 clusters Score -4808250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -4808254.500000 Penalty: 5345.410645
	Iteration 62Q: 3 clusters Score -4808254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -4808255.500000 Penalty: 5345.410645
	Iteration 63Q: 3 clusters Score -4808256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -4808252.500000 Penalty: 5345.410645
	Iteration 64Q: 3 clusters Score -4808252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4808256.500000 Penalty: 5345.410645
	Iteration 65Q: 3 clusters Score -4808256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -4808269.000000 Penalty: 5345.410645
	Iteration 66Q: 3 clusters Score -4808269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4808260.500000 Penalty: 5345.410645
	Iteration 67Q: 3 clusters Score -4808260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4808263.500000 Penalty: 5345.410645
	Iteration 68Q: 3 clusters Score -4808264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -4808263.000000 Penalty: 5345.410645
	Iteration 69Q: 3 clusters Score -4808263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4808269.000000 Penalty: 5345.410645
	Iteration 70Q: 3 clusters Score -4808269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -4808272.000000 Penalty: 5345.410645
	Iteration 71Q: 3 clusters Score -4808272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -4808282.000000 Penalty: 5345.410645
	Iteration 72Q: 3 clusters Score -4808282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -4808286.000000 Penalty: 5345.410645
	Iteration 73Q: 3 clusters Score -4808286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4808290.000000 Penalty: 5345.410645
	Iteration 74Q: 3 clusters Score -4808290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -4808287.500000 Penalty: 5345.410645
	Iteration 75Q: 3 clusters Score -4808288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -4808285.500000 Penalty: 5345.410645
	Iteration 76Q: 3 clusters Score -4808286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4808284.000000 Penalty: 5345.410645
	Iteration 77Q: 3 clusters Score -4808284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -4808286.000000 Penalty: 5345.410645
	Iteration 78Q: 3 clusters Score -4808286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -4808289.500000 Penalty: 5345.410645
	Iteration 79Q: 3 clusters Score -4808290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4808288.500000 Penalty: 5345.410645
	Iteration 80F: 3 clusters Score -4808288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -4808288.000000 Penalty: 5345.410645
	Iteration 81Q: 3 clusters Score -4808288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4808292.500000 Penalty: 5345.410645
	Iteration 82Q: 3 clusters Score -4808292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4808294.000000 Penalty: 5345.410645
	Iteration 83Q: 3 clusters Score -4808294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -4808300.500000 Penalty: 5345.410645
	Iteration 84Q: 3 clusters Score -4808300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -4808305.000000 Penalty: 5345.410645
	Iteration 85Q: 3 clusters Score -4808305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -4808306.500000 Penalty: 5345.410645
	Iteration 86Q: 3 clusters Score -4808306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -4808305.500000 Penalty: 5345.410645
	Iteration 87Q: 3 clusters Score -4808306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -4808308.000000 Penalty: 5345.410645
	Iteration 88Q: 3 clusters Score -4808308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -4808309.000000 Penalty: 5345.410645
	Iteration 89Q: 3 clusters Score -4808309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -4808308.500000 Penalty: 5345.410645
	Iteration 90Q: 3 clusters Score -4808308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -4808310.000000 Penalty: 5345.410645
	Iteration 91Q: 3 clusters Score -4808310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4808311.000000 Penalty: 5345.410645
	Iteration 92Q: 3 clusters Score -4808311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4808308.000000 Penalty: 5345.410645
	Iteration 93Q: 3 clusters Score -4808308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4808315.500000 Penalty: 5345.410645
	Iteration 94Q: 3 clusters Score -4808316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -4808314.000000 Penalty: 5345.410645
	Iteration 95Q: 3 clusters Score -4808314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4808319.500000 Penalty: 5345.410645
	Iteration 96Q: 3 clusters Score -4808320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4808340.000000 Penalty: 5345.410645
	Iteration 97Q: 3 clusters Score -4808340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -4808337.500000 Penalty: 5345.410645
	Iteration 98Q: 3 clusters Score -4808338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4808348.000000 Penalty: 5345.410645
	Iteration 99Q: 3 clusters Score -4808348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4808363.000000 Penalty: 5345.410645
	Iteration 100F: 3 clusters Score -4808363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4808369.500000 Penalty: 5345.410645
	Iteration 101Q: 3 clusters Score -4808370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4808369.000000 Penalty: 5345.410645
	Iteration 102Q: 3 clusters Score -4808369 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4808373.500000 Penalty: 5345.410645
	Iteration 103Q: 3 clusters Score -4808374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4808376.500000 Penalty: 5345.410645
	Iteration 104Q: 3 clusters Score -4808376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4808381.500000 Penalty: 5345.410645
	Iteration 105Q: 3 clusters Score -4808382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4808387.000000 Penalty: 5345.410645
	Iteration 106Q: 3 clusters Score -4808387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4808392.500000 Penalty: 5345.410645
	Iteration 107Q: 3 clusters Score -4808392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4808392.000000 Penalty: 5345.410645
	Iteration 108Q: 3 clusters Score -4808392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -4808409.500000 Penalty: 5345.410645
	Iteration 109Q: 3 clusters Score -4808410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4808420.000000 Penalty: 5345.410645
	Iteration 110Q: 3 clusters Score -4808420 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4808444.000000 Penalty: 5345.410645
	Iteration 111Q: 3 clusters Score -4808444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4808456.500000 Penalty: 5345.410645
	Iteration 112Q: 3 clusters Score -4808456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4808490.000000 Penalty: 5345.410645
	Iteration 113Q: 3 clusters Score -4808490 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4808526.000000 Penalty: 5345.410645
	Iteration 114Q: 3 clusters Score -4808526 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4808606.000000 Penalty: 5345.410645
	Iteration 115Q: 3 clusters Score -4808606 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4808737.500000 Penalty: 5345.410645
	Iteration 116Q: 3 clusters Score -4808738 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4809049.500000 Penalty: 5345.410645
	Iteration 117Q: 3 clusters Score -4809050 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4809726.000000 Penalty: 5345.410645
	Iteration 118Q: 3 clusters Score -4809726 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4810059.000000 Penalty: 5345.410645
	Iteration 119Q: 3 clusters Score -4810059 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4810164.500000 Penalty: 5345.410645
	Iteration 120F: 3 clusters Score -4810164 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4810259.500000 Penalty: 5345.410645
	Iteration 121Q: 3 clusters Score -4810260 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4810324.000000 Penalty: 5345.410645
	Iteration 122Q: 3 clusters Score -4810324 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4810365.500000 Penalty: 5345.410645
	Iteration 123Q: 3 clusters Score -4810366 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4810430.000000 Penalty: 5345.410645
	Iteration 124Q: 3 clusters Score -4810430 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4810474.500000 Penalty: 5345.410645
	Iteration 125Q: 3 clusters Score -4810474 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4810530.500000 Penalty: 5345.410645
	Iteration 126Q: 3 clusters Score -4810530 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4810575.500000 Penalty: 5345.410645
	Iteration 127Q: 3 clusters Score -4810576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -4810630.000000 Penalty: 5345.410645
	Iteration 128Q: 3 clusters Score -4810630 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -4810713.000000 Penalty: 5345.410645
	Iteration 129Q: 3 clusters Score -4810713 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -4810787.500000 Penalty: 5345.410645
	Iteration 130Q: 3 clusters Score -4810788 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4810884.000000 Penalty: 5345.410645
	Iteration 131Q: 3 clusters Score -4810884 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4810931.000000 Penalty: 5345.410645
	Iteration 132Q: 3 clusters Score -4810931 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -4811006.000000 Penalty: 5345.410645
	Iteration 133Q: 3 clusters Score -4811006 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -4811080.000000 Penalty: 5345.410645
	Iteration 134Q: 3 clusters Score -4811080 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4811151.500000 Penalty: 5345.410645
	Iteration 135Q: 3 clusters Score -4811152 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -4811195.000000 Penalty: 5345.410645
	Iteration 136Q: 3 clusters Score -4811195 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -4811225.500000 Penalty: 5345.410645
	Iteration 137Q: 3 clusters Score -4811226 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -4811257.500000 Penalty: 5345.410645
	Iteration 138Q: 3 clusters Score -4811258 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -4811278.000000 Penalty: 5345.410645
	Iteration 139Q: 3 clusters Score -4811278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -4811465.500000 Penalty: 5345.410645
	Iteration 140F: 3 clusters Score -4811466 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -4811717.500000 Penalty: 5345.410645
	Iteration 141Q: 3 clusters Score -4811718 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -4811976.500000 Penalty: 5345.410645
	Iteration 142Q: 3 clusters Score -4811976 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -4812241.000000 Penalty: 5345.410645
	Iteration 143Q: 3 clusters Score -4812241 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -4812566.000000 Penalty: 5345.410645
	Iteration 144Q: 3 clusters Score -4812566 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -4812884.500000 Penalty: 5345.410645
	Iteration 145Q: 3 clusters Score -4812884 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -4813234.500000 Penalty: 5345.410645
	Iteration 146Q: 3 clusters Score -4813234 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -4813568.500000 Penalty: 5345.410645
	Iteration 147Q: 3 clusters Score -4813568 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -4813860.000000 Penalty: 5345.410645
	Iteration 148Q: 3 clusters Score -4813860 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -4814055.000000 Penalty: 5345.410645
	Iteration 149Q: 3 clusters Score -4814055 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -4814167.500000 Penalty: 5345.410645
	Iteration 150Q: 3 clusters Score -4814168 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -4814263.000000 Penalty: 5345.410645
	Iteration 151Q: 3 clusters Score -4814263 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -4814335.500000 Penalty: 5345.410645
	Iteration 152Q: 3 clusters Score -4814336 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -4814335.500000 Penalty: 5345.410645
	Iteration 153Q: 3 clusters Score -4814336 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -4814348.000000 Penalty: 5345.410645
	Iteration 154Q: 3 clusters Score -4814348 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -4814355.000000 Penalty: 5345.410645
	Iteration 155Q: 3 clusters Score -4814355 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -4814364.500000 Penalty: 5345.410645
	Iteration 156Q: 3 clusters Score -4814364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -4814375.500000 Penalty: 5345.410645
	Iteration 157Q: 3 clusters Score -4814376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -4814388.000000 Penalty: 5345.410645
	Iteration 158Q: 3 clusters Score -4814388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -4814383.000000 Penalty: 5345.410645
	Iteration 159Q: 3 clusters Score -4814383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -4814451.500000 Penalty: 5345.410645
	Iteration 160F: 3 clusters Score -4814452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -4814486.000000 Penalty: 5345.410645
	Iteration 161Q: 3 clusters Score -4814486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -4814494.000000 Penalty: 5345.410645
	Iteration 162Q: 3 clusters Score -4814494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -4814493.500000 Penalty: 5345.410645
	Iteration 163Q: 3 clusters Score -4814494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -4814485.500000 Penalty: 5345.410645
	Iteration 164Q: 3 clusters Score -4814486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -4814490.500000 Penalty: 5345.410645
	Iteration 165Q: 3 clusters Score -4814490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -4814487.500000 Penalty: 5345.410645
	Iteration 166Q: 3 clusters Score -4814488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -4814489.000000 Penalty: 5345.410645
	Iteration 167Q: 3 clusters Score -4814489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -4814487.500000 Penalty: 5345.410645
	Iteration 168Q: 3 clusters Score -4814488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -4814494.000000 Penalty: 5345.410645
	Iteration 169Q: 3 clusters Score -4814494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4814493.500000 Penalty: 5345.410645
	Iteration 170Q: 3 clusters Score -4814494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -4814491.000000 Penalty: 5345.410645
	Iteration 171Q: 3 clusters Score -4814491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -4814490.500000 Penalty: 5345.410645
	Iteration 172Q: 3 clusters Score -4814490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -4814490.500000 Penalty: 5345.410645
	Iteration 173Q: 3 clusters Score -4814490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -4814493.000000 Penalty: 5345.410645
	Iteration 174Q: 3 clusters Score -4814493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -4814489.500000 Penalty: 5345.410645
	Iteration 175Q: 3 clusters Score -4814490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -4814494.500000 Penalty: 5345.410645
	Iteration 176Q: 3 clusters Score -4814494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -4814488.000000 Penalty: 5345.410645
	Iteration 177Q: 3 clusters Score -4814488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -4814491.500000 Penalty: 5345.410645
	Iteration 178Q: 3 clusters Score -4814492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -4814491.500000 Penalty: 5345.410645
	Iteration 179F: 3 clusters Score -4814492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 55895 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 17429 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 14832 members 
Mstep: Class 10 contains 31601 members 
Mstep: Class 11 contains 74477 members 
Mstep: Class 12 contains 37030 members 
Mstep: Class 13 contains 227701 members 
Mstep: Class 14 contains 22374 members 
Mstep: Class 15 contains 29997 members 
Mstep: Class 16 contains 12472 members 
Mstep: Class 17 contains 333740 members 
Mstep: Class 18 contains 171690 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 362924 members 
Mstep: Class 21 contains 24736 members 
Mstep: Class 22 contains 51009 members 
Mstep: Class 23 contains 35005 members 
Mstep: Class 24 contains 9008 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 10878 members 
Entering Unmasked Estep 
Score: -156979168.000000 Penalty: 92186.812500
Splitting cluster 12 changes total score from -156944032.000000 to -156979168.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (227701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227701 members 
Entering Unmasked Estep 
Score: -22902988.000000 Penalty: 3059.275635
	Iteration 0F: 2 clusters Score -2.290299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113636 members 
Mstep: Class 2 contains 114065 members 
Entering Unmasked Estep 
Score: -22750886.000000 Penalty: 6118.551270
	Iteration 0F: 3 clusters Score -2.275089e+07 nChanged 109764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109906 members 
Mstep: Class 2 contains 117795 members 
Entering Unmasked Estep 
Score: -22815250.000000 Penalty: 6118.551270
	Iteration 1F: 3 clusters Score -2.281525e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 120068 members 
Entering Unmasked Estep 
Score: -22816476.000000 Penalty: 6118.551270
	Iteration 2Q: 3 clusters Score -2.281648e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104116 members 
Mstep: Class 2 contains 123585 members 
Entering Unmasked Estep 
Score: -22818204.000000 Penalty: 6118.551270
	Iteration 3Q: 3 clusters Score -2.28182e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98764 members 
Mstep: Class 2 contains 128937 members 
Entering Unmasked Estep 
Score: -22821102.000000 Penalty: 6118.551270
	Iteration 4Q: 3 clusters Score -2.28211e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90594 members 
Mstep: Class 2 contains 137107 members 
Entering Unmasked Estep 
Score: -22825444.000000 Penalty: 6118.551270
	Iteration 5Q: 3 clusters Score -2.282544e+07 nChanged 12423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79229 members 
Mstep: Class 2 contains 148472 members 
Entering Unmasked Estep 
Score: -22832890.000000 Penalty: 6118.551270
	Iteration 6F: 3 clusters Score -2.283289e+07 nChanged 15158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 162942 members 
Entering Unmasked Estep 
Score: -22844544.000000 Penalty: 6118.551270
	Iteration 7F: 3 clusters Score -2.284454e+07 nChanged 16424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 178886 members 
Entering Unmasked Estep 
Score: -22858704.000000 Penalty: 6118.551270
	Iteration 8F: 3 clusters Score -2.28587e+07 nChanged 14795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 193361 members 
Entering Unmasked Estep 
Score: -22871784.000000 Penalty: 6118.551270
	Iteration 9F: 3 clusters Score -2.287178e+07 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 204662 members 
Entering Unmasked Estep 
Score: -22881624.000000 Penalty: 6118.551270
	Iteration 10F: 3 clusters Score -2.288162e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 212810 members 
Entering Unmasked Estep 
Score: -22888520.000000 Penalty: 6118.551270
	Iteration 11Q: 3 clusters Score -2.288852e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 218423 members 
Entering Unmasked Estep 
Score: -22893092.000000 Penalty: 6118.551270
	Iteration 12Q: 3 clusters Score -2.289309e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 222185 members 
Entering Unmasked Estep 
Score: -22896054.000000 Penalty: 6118.551270
	Iteration 13Q: 3 clusters Score -2.289605e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 224532 members 
Entering Unmasked Estep 
Score: -22898004.000000 Penalty: 6118.551270
	Iteration 14Q: 3 clusters Score -2.2898e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 225817 members 
Entering Unmasked Estep 
Score: -22899014.000000 Penalty: 6118.551270
	Iteration 15Q: 3 clusters Score -2.289901e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 226475 members 
Entering Unmasked Estep 
Score: -22899514.000000 Penalty: 6118.551270
	Iteration 16Q: 3 clusters Score -2.289951e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 226803 members 
Entering Unmasked Estep 
Score: -22899752.000000 Penalty: 6118.551270
	Iteration 17Q: 3 clusters Score -2.289975e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 226961 members 
Entering Unmasked Estep 
Score: -22899942.000000 Penalty: 6118.551270
	Iteration 18Q: 3 clusters Score -2.289994e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 227061 members 
Entering Unmasked Estep 
Score: -22900008.000000 Penalty: 6118.551270
	Iteration 19Q: 3 clusters Score -2.290001e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 227122 members 
Entering Unmasked Estep 
Score: -22900058.000000 Penalty: 6118.551270
	Iteration 20F: 3 clusters Score -2.290006e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 227154 members 
Entering Unmasked Estep 
Score: -22900088.000000 Penalty: 6118.551270
	Iteration 21Q: 3 clusters Score -2.290009e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 227179 members 
Entering Unmasked Estep 
Score: -22900114.000000 Penalty: 6118.551270
	Iteration 22Q: 3 clusters Score -2.290011e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 227201 members 
Entering Unmasked Estep 
Score: -22900180.000000 Penalty: 6118.551270
	Iteration 23Q: 3 clusters Score -2.290018e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 227217 members 
Entering Unmasked Estep 
Score: -22900174.000000 Penalty: 6118.551270
	Iteration 24Q: 3 clusters Score -2.290017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 227228 members 
Entering Unmasked Estep 
Score: -22900186.000000 Penalty: 6118.551270
	Iteration 25Q: 3 clusters Score -2.290019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 227236 members 
Entering Unmasked Estep 
Score: -22900184.000000 Penalty: 6118.551270
	Iteration 26Q: 3 clusters Score -2.290018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 227245 members 
Entering Unmasked Estep 
Score: -22900208.000000 Penalty: 6118.551270
	Iteration 27Q: 3 clusters Score -2.290021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 227251 members 
Entering Unmasked Estep 
Score: -22900212.000000 Penalty: 6118.551270
	Iteration 28Q: 3 clusters Score -2.290021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 227257 members 
Entering Unmasked Estep 
Score: -22900246.000000 Penalty: 6118.551270
	Iteration 29Q: 3 clusters Score -2.290025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 227260 members 
Entering Unmasked Estep 
Score: -22900244.000000 Penalty: 6118.551270
	Iteration 30Q: 3 clusters Score -2.290024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 227264 members 
Entering Unmasked Estep 
Score: -22900240.000000 Penalty: 6118.551270
	Iteration 31Q: 3 clusters Score -2.290024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 227263 members 
Entering Unmasked Estep 
Score: -22900246.000000 Penalty: 6118.551270
	Iteration 32Q: 3 clusters Score -2.290025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 227269 members 
Entering Unmasked Estep 
Score: -22900222.000000 Penalty: 6118.551270
	Iteration 33Q: 3 clusters Score -2.290022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 227272 members 
Entering Unmasked Estep 
Score: -22900238.000000 Penalty: 6118.551270
	Iteration 34Q: 3 clusters Score -2.290024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 227278 members 
Entering Unmasked Estep 
Score: -22900246.000000 Penalty: 6118.551270
	Iteration 35Q: 3 clusters Score -2.290025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 227281 members 
Entering Unmasked Estep 
Score: -22900246.000000 Penalty: 6118.551270
	Iteration 36Q: 3 clusters Score -2.290025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 227286 members 
Entering Unmasked Estep 
Score: -22900252.000000 Penalty: 6118.551270
	Iteration 37Q: 3 clusters Score -2.290025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 227289 members 
Entering Unmasked Estep 
Score: -22900246.000000 Penalty: 6118.551270
	Iteration 38Q: 3 clusters Score -2.290025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 227289 members 
Entering Unmasked Estep 
Score: -22900246.000000 Penalty: 6118.551270
	Iteration 39F: 3 clusters Score -2.290025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Entering Unmasked Estep 
Score: -2156908.250000 Penalty: 2483.882324
	Iteration 0F: 2 clusters Score -2156908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2141171.250000 Penalty: 4967.764648
	Iteration 0F: 3 clusters Score -2141171 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2146789.250000 Penalty: 4967.764648
	Iteration 1F: 3 clusters Score -2146789 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2147475.500000 Penalty: 4967.764648
	Iteration 2F: 3 clusters Score -2147476 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2148374.250000 Penalty: 4967.764648
	Iteration 3F: 3 clusters Score -2148374 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2149617.250000 Penalty: 4967.764648
	Iteration 4F: 3 clusters Score -2149617 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2151075.000000 Penalty: 4967.764648
	Iteration 5F: 3 clusters Score -2151075 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2152784.250000 Penalty: 4967.764648
	Iteration 6F: 3 clusters Score -2152784 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2154158.750000 Penalty: 4967.764648
	Iteration 7F: 3 clusters Score -2154159 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2155191.500000 Penalty: 4967.764648
	Iteration 8F: 3 clusters Score -2155192 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2155826.750000 Penalty: 4967.764648
	Iteration 9Q: 3 clusters Score -2155827 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2156198.000000 Penalty: 4967.764648
	Iteration 10Q: 3 clusters Score -2156198 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2156448.500000 Penalty: 4967.764648
	Iteration 11Q: 3 clusters Score -2156448 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2156625.500000 Penalty: 4967.764648
	Iteration 12Q: 3 clusters Score -2156626 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2156764.500000 Penalty: 4967.764648
	Iteration 13Q: 3 clusters Score -2156764 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2156878.750000 Penalty: 4967.764648
	Iteration 14Q: 3 clusters Score -2156879 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2156979.500000 Penalty: 4967.764648
	Iteration 15Q: 3 clusters Score -2156980 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2157082.000000 Penalty: 4967.764648
	Iteration 16Q: 3 clusters Score -2157082 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2157187.750000 Penalty: 4967.764648
	Iteration 17Q: 3 clusters Score -2157188 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2157291.500000 Penalty: 4967.764648
	Iteration 18Q: 3 clusters Score -2157292 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2157409.250000 Penalty: 4967.764648
	Iteration 19Q: 3 clusters Score -2157409 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2157539.500000 Penalty: 4967.764648
	Iteration 20F: 3 clusters Score -2157540 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2157652.500000 Penalty: 4967.764648
	Iteration 21Q: 3 clusters Score -2157652 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2157769.250000 Penalty: 4967.764648
	Iteration 22Q: 3 clusters Score -2157769 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2157885.500000 Penalty: 4967.764648
	Iteration 23Q: 3 clusters Score -2157886 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2157994.750000 Penalty: 4967.764648
	Iteration 24Q: 3 clusters Score -2157995 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2158097.750000 Penalty: 4967.764648
	Iteration 25Q: 3 clusters Score -2158098 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2158189.500000 Penalty: 4967.764648
	Iteration 26Q: 3 clusters Score -2158190 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2158285.750000 Penalty: 4967.764648
	Iteration 27Q: 3 clusters Score -2158286 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2158356.250000 Penalty: 4967.764648
	Iteration 28Q: 3 clusters Score -2158356 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2158435.250000 Penalty: 4967.764648
	Iteration 29Q: 3 clusters Score -2158435 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2158507.500000 Penalty: 4967.764648
	Iteration 30Q: 3 clusters Score -2158508 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2158571.750000 Penalty: 4967.764648
	Iteration 31Q: 3 clusters Score -2158572 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2158611.750000 Penalty: 4967.764648
	Iteration 32Q: 3 clusters Score -2158612 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2158638.000000 Penalty: 4967.764648
	Iteration 33Q: 3 clusters Score -2158638 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2158666.250000 Penalty: 4967.764648
	Iteration 34Q: 3 clusters Score -2158666 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2158702.750000 Penalty: 4967.764648
	Iteration 35Q: 3 clusters Score -2158703 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2158711.500000 Penalty: 4967.764648
	Iteration 36Q: 3 clusters Score -2158712 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2158719.250000 Penalty: 4967.764648
	Iteration 37Q: 3 clusters Score -2158719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2158728.000000 Penalty: 4967.764648
	Iteration 38Q: 3 clusters Score -2158728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2158729.500000 Penalty: 4967.764648
	Iteration 39Q: 3 clusters Score -2158730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2158736.250000 Penalty: 4967.764648
	Iteration 40F: 3 clusters Score -2158736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2158741.750000 Penalty: 4967.764648
	Iteration 41Q: 3 clusters Score -2158742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2158750.000000 Penalty: 4967.764648
	Iteration 42Q: 3 clusters Score -2158750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2158742.250000 Penalty: 4967.764648
	Iteration 43Q: 3 clusters Score -2158742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2158745.750000 Penalty: 4967.764648
	Iteration 44Q: 3 clusters Score -2158746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2158749.250000 Penalty: 4967.764648
	Iteration 45Q: 3 clusters Score -2158749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2158753.750000 Penalty: 4967.764648
	Iteration 46Q: 3 clusters Score -2158754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2158758.750000 Penalty: 4967.764648
	Iteration 47Q: 3 clusters Score -2158759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2158761.000000 Penalty: 4967.764648
	Iteration 48Q: 3 clusters Score -2158761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2158758.250000 Penalty: 4967.764648
	Iteration 49Q: 3 clusters Score -2158758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2158755.500000 Penalty: 4967.764648
	Iteration 50Q: 3 clusters Score -2158756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2158757.250000 Penalty: 4967.764648
	Iteration 51Q: 3 clusters Score -2158757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2158759.000000 Penalty: 4967.764648
	Iteration 52Q: 3 clusters Score -2158759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2158760.750000 Penalty: 4967.764648
	Iteration 53Q: 3 clusters Score -2158761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2158758.750000 Penalty: 4967.764648
	Iteration 54Q: 3 clusters Score -2158759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2158761.000000 Penalty: 4967.764648
	Iteration 55Q: 3 clusters Score -2158761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2158759.500000 Penalty: 4967.764648
	Iteration 56Q: 3 clusters Score -2158760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2158756.750000 Penalty: 4967.764648
	Iteration 57Q: 3 clusters Score -2158757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2158759.250000 Penalty: 4967.764648
	Iteration 58Q: 3 clusters Score -2158759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2158758.750000 Penalty: 4967.764648
	Iteration 59Q: 3 clusters Score -2158759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2158758.750000 Penalty: 4967.764648
	Iteration 60F: 3 clusters Score -2158759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2158757.500000 Penalty: 4967.764648
	Iteration 61Q: 3 clusters Score -2158758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2158756.750000 Penalty: 4967.764648
	Iteration 62Q: 3 clusters Score -2158757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2158756.750000 Penalty: 4967.764648
	Iteration 63Q: 3 clusters Score -2158757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2158757.250000 Penalty: 4967.764648
	Iteration 64Q: 3 clusters Score -2158757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2158757.250000 Penalty: 4967.764648
	Iteration 65F: 3 clusters Score -2158757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 55895 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 17429 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 14832 members 
Mstep: Class 10 contains 31601 members 
Mstep: Class 11 contains 74477 members 
Mstep: Class 12 contains 37030 members 
Mstep: Class 13 contains 227701 members 
Mstep: Class 14 contains 15478 members 
Mstep: Class 15 contains 29997 members 
Mstep: Class 16 contains 12472 members 
Mstep: Class 17 contains 333740 members 
Mstep: Class 18 contains 171690 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 362924 members 
Mstep: Class 21 contains 24736 members 
Mstep: Class 22 contains 51009 members 
Mstep: Class 23 contains 35005 members 
Mstep: Class 24 contains 9008 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 10878 members 
Mstep: Class 27 contains 6896 members 
Entering Unmasked Estep 
Score: -156979184.000000 Penalty: 95732.460938
Splitting cluster 14 changes total score from -156944032.000000 to -156979184.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (29997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Entering Unmasked Estep 
Score: -2873798.000000 Penalty: 2556.595459
	Iteration 0F: 2 clusters Score -2873798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2853390.500000 Penalty: 5113.190918
	Iteration 0F: 3 clusters Score -2853390 nChanged 13445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2862129.000000 Penalty: 5113.190918
	Iteration 1F: 3 clusters Score -2862129 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2864087.250000 Penalty: 5113.190918
	Iteration 2F: 3 clusters Score -2864087 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2866516.250000 Penalty: 5113.190918
	Iteration 3F: 3 clusters Score -2866516 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2869465.750000 Penalty: 5113.190918
	Iteration 4F: 3 clusters Score -2869466 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2872186.500000 Penalty: 5113.190918
	Iteration 5F: 3 clusters Score -2872186 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2873973.250000 Penalty: 5113.190918
	Iteration 6F: 3 clusters Score -2873973 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2875066.250000 Penalty: 5113.190918
	Iteration 7Q: 3 clusters Score -2875066 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2875829.000000 Penalty: 5113.190918
	Iteration 8Q: 3 clusters Score -2875829 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2876499.500000 Penalty: 5113.190918
	Iteration 9Q: 3 clusters Score -2876500 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2877158.000000 Penalty: 5113.190918
	Iteration 10Q: 3 clusters Score -2877158 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2877697.000000 Penalty: 5113.190918
	Iteration 11Q: 3 clusters Score -2877697 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2878050.500000 Penalty: 5113.190918
	Iteration 12Q: 3 clusters Score -2878050 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2878273.750000 Penalty: 5113.190918
	Iteration 13Q: 3 clusters Score -2878274 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2878379.250000 Penalty: 5113.190918
	Iteration 14Q: 3 clusters Score -2878379 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2878404.500000 Penalty: 5113.190918
	Iteration 15Q: 3 clusters Score -2878404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2878427.750000 Penalty: 5113.190918
	Iteration 16Q: 3 clusters Score -2878428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2878432.500000 Penalty: 5113.190918
	Iteration 17Q: 3 clusters Score -2878432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2878438.750000 Penalty: 5113.190918
	Iteration 18Q: 3 clusters Score -2878439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2878439.500000 Penalty: 5113.190918
	Iteration 19Q: 3 clusters Score -2878440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2878446.000000 Penalty: 5113.190918
	Iteration 20F: 3 clusters Score -2878446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2878452.250000 Penalty: 5113.190918
	Iteration 21Q: 3 clusters Score -2878452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2878456.500000 Penalty: 5113.190918
	Iteration 22Q: 3 clusters Score -2878456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2878461.250000 Penalty: 5113.190918
	Iteration 23Q: 3 clusters Score -2878461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2878462.000000 Penalty: 5113.190918
	Iteration 24Q: 3 clusters Score -2878462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2878469.250000 Penalty: 5113.190918
	Iteration 25Q: 3 clusters Score -2878469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2878470.750000 Penalty: 5113.190918
	Iteration 26Q: 3 clusters Score -2878471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2878469.000000 Penalty: 5113.190918
	Iteration 27Q: 3 clusters Score -2878469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2878467.750000 Penalty: 5113.190918
	Iteration 28Q: 3 clusters Score -2878468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2878471.250000 Penalty: 5113.190918
	Iteration 29Q: 3 clusters Score -2878471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2878472.250000 Penalty: 5113.190918
	Iteration 30Q: 3 clusters Score -2878472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2878470.250000 Penalty: 5113.190918
	Iteration 31Q: 3 clusters Score -2878470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2878469.000000 Penalty: 5113.190918
	Iteration 32Q: 3 clusters Score -2878469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2878471.500000 Penalty: 5113.190918
	Iteration 33Q: 3 clusters Score -2878472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2878467.500000 Penalty: 5113.190918
	Iteration 34Q: 3 clusters Score -2878468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2878469.000000 Penalty: 5113.190918
	Iteration 35Q: 3 clusters Score -2878469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2878470.750000 Penalty: 5113.190918
	Iteration 36Q: 3 clusters Score -2878471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2878471.000000 Penalty: 5113.190918
	Iteration 37Q: 3 clusters Score -2878471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2878467.750000 Penalty: 5113.190918
	Iteration 38Q: 3 clusters Score -2878468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2878464.750000 Penalty: 5113.190918
	Iteration 39Q: 3 clusters Score -2878465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2878463.500000 Penalty: 5113.190918
	Iteration 40F: 3 clusters Score -2878464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2878467.500000 Penalty: 5113.190918
	Iteration 41Q: 3 clusters Score -2878468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2878475.000000 Penalty: 5113.190918
	Iteration 42Q: 3 clusters Score -2878475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2878472.000000 Penalty: 5113.190918
	Iteration 43Q: 3 clusters Score -2878472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2878474.250000 Penalty: 5113.190918
	Iteration 44Q: 3 clusters Score -2878474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2878472.750000 Penalty: 5113.190918
	Iteration 45Q: 3 clusters Score -2878473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2878472.250000 Penalty: 5113.190918
	Iteration 46Q: 3 clusters Score -2878472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2878472.250000 Penalty: 5113.190918
	Iteration 47F: 3 clusters Score -2878472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 55895 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 17429 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 14832 members 
Mstep: Class 10 contains 31601 members 
Mstep: Class 11 contains 74477 members 
Mstep: Class 12 contains 37030 members 
Mstep: Class 13 contains 227701 members 
Mstep: Class 14 contains 15478 members 
Mstep: Class 15 contains 11595 members 
Mstep: Class 16 contains 12472 members 
Mstep: Class 17 contains 333740 members 
Mstep: Class 18 contains 171690 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 362924 members 
Mstep: Class 21 contains 24736 members 
Mstep: Class 22 contains 51009 members 
Mstep: Class 23 contains 35005 members 
Mstep: Class 24 contains 9008 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 10878 members 
Mstep: Class 27 contains 6896 members 
Mstep: Class 28 contains 18402 members 
Entering Unmasked Estep 
Score: -156982656.000000 Penalty: 99278.109375
Splitting cluster 15 changes total score from -156944032.000000 to -156982656.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (12472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Entering Unmasked Estep 
Score: -1225117.125000 Penalty: 2338.947754
	Iteration 0F: 2 clusters Score -1225117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1215881.000000 Penalty: 4677.895508
	Iteration 0F: 3 clusters Score -1215881 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1219919.625000 Penalty: 4677.895508
	Iteration 1F: 3 clusters Score -1219920 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1221646.250000 Penalty: 4677.895508
	Iteration 2F: 3 clusters Score -1221646 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1223593.125000 Penalty: 4677.895508
	Iteration 3F: 3 clusters Score -1223593 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1225077.750000 Penalty: 4677.895508
	Iteration 4F: 3 clusters Score -1225078 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1225918.375000 Penalty: 4677.895508
	Iteration 5F: 3 clusters Score -1225918 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1226601.375000 Penalty: 4677.895508
	Iteration 6Q: 3 clusters Score -1226601 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1227499.500000 Penalty: 4677.895508
	Iteration 7Q: 3 clusters Score -1227500 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1228738.250000 Penalty: 4677.895508
	Iteration 8Q: 3 clusters Score -1228738 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1229695.875000 Penalty: 4677.895508
	Iteration 9Q: 3 clusters Score -1229696 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1229844.250000 Penalty: 4677.895508
	Iteration 10Q: 3 clusters Score -1229844 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1229874.000000 Penalty: 4677.895508
	Iteration 11Q: 3 clusters Score -1229874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1229882.625000 Penalty: 4677.895508
	Iteration 12Q: 3 clusters Score -1229883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1229886.500000 Penalty: 4677.895508
	Iteration 13Q: 3 clusters Score -1229886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1229889.875000 Penalty: 4677.895508
	Iteration 14Q: 3 clusters Score -1229890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1229895.250000 Penalty: 4677.895508
	Iteration 15Q: 3 clusters Score -1229895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1229893.000000 Penalty: 4677.895508
	Iteration 16Q: 3 clusters Score -1229893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1229896.875000 Penalty: 4677.895508
	Iteration 17Q: 3 clusters Score -1229897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1229897.750000 Penalty: 4677.895508
	Iteration 18Q: 3 clusters Score -1229898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1229899.625000 Penalty: 4677.895508
	Iteration 19Q: 3 clusters Score -1229900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1229899.375000 Penalty: 4677.895508
	Iteration 20F: 3 clusters Score -1229899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1229903.625000 Penalty: 4677.895508
	Iteration 21Q: 3 clusters Score -1229904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1229901.625000 Penalty: 4677.895508
	Iteration 22Q: 3 clusters Score -1229902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1229901.625000 Penalty: 4677.895508
	Iteration 23F: 3 clusters Score -1229902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 55895 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 17429 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 14832 members 
Mstep: Class 10 contains 31601 members 
Mstep: Class 11 contains 74477 members 
Mstep: Class 12 contains 37030 members 
Mstep: Class 13 contains 227701 members 
Mstep: Class 14 contains 15478 members 
Mstep: Class 15 contains 11595 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 333740 members 
Mstep: Class 18 contains 171690 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 362924 members 
Mstep: Class 21 contains 24736 members 
Mstep: Class 22 contains 51009 members 
Mstep: Class 23 contains 35005 members 
Mstep: Class 24 contains 9008 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 10878 members 
Mstep: Class 27 contains 6896 members 
Mstep: Class 28 contains 18402 members 
Mstep: Class 29 contains 7819 members 
Entering Unmasked Estep 
Score: -156986000.000000 Penalty: 102823.757812
Splitting cluster 16 changes total score from -156944032.000000 to -156986000.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (333740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333740 members 
Entering Unmasked Estep 
Score: -33359712.000000 Penalty: 3154.093262
	Iteration 0F: 2 clusters Score -3.335971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166937 members 
Mstep: Class 2 contains 166803 members 
Entering Unmasked Estep 
Score: -33141276.000000 Penalty: 6308.186523
	Iteration 0F: 3 clusters Score -3.314128e+07 nChanged 162056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167843 members 
Mstep: Class 2 contains 165897 members 
Entering Unmasked Estep 
Score: -33238682.000000 Penalty: 6308.186523
	Iteration 1F: 3 clusters Score -3.323868e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168935 members 
Mstep: Class 2 contains 164805 members 
Entering Unmasked Estep 
Score: -33241542.000000 Penalty: 6308.186523
	Iteration 2Q: 3 clusters Score -3.324154e+07 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170708 members 
Mstep: Class 2 contains 163032 members 
Entering Unmasked Estep 
Score: -33245188.000000 Penalty: 6308.186523
	Iteration 3Q: 3 clusters Score -3.324519e+07 nChanged 13769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173555 members 
Mstep: Class 2 contains 160185 members 
Entering Unmasked Estep 
Score: -33250282.000000 Penalty: 6308.186523
	Iteration 4Q: 3 clusters Score -3.325028e+07 nChanged 16428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177795 members 
Mstep: Class 2 contains 155945 members 
Entering Unmasked Estep 
Score: -33258050.000000 Penalty: 6308.186523
	Iteration 5Q: 3 clusters Score -3.325805e+07 nChanged 19388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183799 members 
Mstep: Class 2 contains 149941 members 
Entering Unmasked Estep 
Score: -33268676.000000 Penalty: 6308.186523
	Iteration 6F: 3 clusters Score -3.326868e+07 nChanged 21463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191308 members 
Mstep: Class 2 contains 142432 members 
Entering Unmasked Estep 
Score: -33282618.000000 Penalty: 6308.186523
	Iteration 7F: 3 clusters Score -3.328262e+07 nChanged 22295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199301 members 
Mstep: Class 2 contains 134439 members 
Entering Unmasked Estep 
Score: -33298578.000000 Penalty: 6308.186523
	Iteration 8F: 3 clusters Score -3.329858e+07 nChanged 20278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206053 members 
Mstep: Class 2 contains 127687 members 
Entering Unmasked Estep 
Score: -33311552.000000 Penalty: 6308.186523
	Iteration 9F: 3 clusters Score -3.331155e+07 nChanged 15720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211501 members 
Mstep: Class 2 contains 122239 members 
Entering Unmasked Estep 
Score: -33319290.000000 Penalty: 6308.186523
	Iteration 10Q: 3 clusters Score -3.331929e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216486 members 
Mstep: Class 2 contains 117254 members 
Entering Unmasked Estep 
Score: -33323188.000000 Penalty: 6308.186523
	Iteration 11Q: 3 clusters Score -3.332319e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221339 members 
Mstep: Class 2 contains 112401 members 
Entering Unmasked Estep 
Score: -33325328.000000 Penalty: 6308.186523
	Iteration 12Q: 3 clusters Score -3.332533e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226345 members 
Mstep: Class 2 contains 107395 members 
Entering Unmasked Estep 
Score: -33327248.000000 Penalty: 6308.186523
	Iteration 13Q: 3 clusters Score -3.332725e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231447 members 
Mstep: Class 2 contains 102293 members 
Entering Unmasked Estep 
Score: -33328962.000000 Penalty: 6308.186523
	Iteration 14Q: 3 clusters Score -3.332896e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236685 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -33330838.000000 Penalty: 6308.186523
	Iteration 15Q: 3 clusters Score -3.333084e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241974 members 
Mstep: Class 2 contains 91766 members 
Entering Unmasked Estep 
Score: -33332866.000000 Penalty: 6308.186523
	Iteration 16Q: 3 clusters Score -3.333287e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247327 members 
Mstep: Class 2 contains 86413 members 
Entering Unmasked Estep 
Score: -33334692.000000 Penalty: 6308.186523
	Iteration 17Q: 3 clusters Score -3.333469e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252732 members 
Mstep: Class 2 contains 81008 members 
Entering Unmasked Estep 
Score: -33336778.000000 Penalty: 6308.186523
	Iteration 18Q: 3 clusters Score -3.333678e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258034 members 
Mstep: Class 2 contains 75706 members 
Entering Unmasked Estep 
Score: -33338676.000000 Penalty: 6308.186523
	Iteration 19Q: 3 clusters Score -3.333868e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263215 members 
Mstep: Class 2 contains 70525 members 
Entering Unmasked Estep 
Score: -33340698.000000 Penalty: 6308.186523
	Iteration 20F: 3 clusters Score -3.33407e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268197 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -33342886.000000 Penalty: 6308.186523
	Iteration 21Q: 3 clusters Score -3.334289e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272813 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -33344694.000000 Penalty: 6308.186523
	Iteration 22Q: 3 clusters Score -3.334469e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277135 members 
Mstep: Class 2 contains 56605 members 
Entering Unmasked Estep 
Score: -33346884.000000 Penalty: 6308.186523
	Iteration 23Q: 3 clusters Score -3.334688e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281062 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -33349086.000000 Penalty: 6308.186523
	Iteration 24Q: 3 clusters Score -3.334909e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284459 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -33351344.000000 Penalty: 6308.186523
	Iteration 25Q: 3 clusters Score -3.335134e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287309 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -33353708.000000 Penalty: 6308.186523
	Iteration 26Q: 3 clusters Score -3.335371e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289570 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -33355604.000000 Penalty: 6308.186523
	Iteration 27Q: 3 clusters Score -3.33556e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291186 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -33356876.000000 Penalty: 6308.186523
	Iteration 28Q: 3 clusters Score -3.335688e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292224 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -33357612.000000 Penalty: 6308.186523
	Iteration 29Q: 3 clusters Score -3.335761e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292759 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -33358272.000000 Penalty: 6308.186523
	Iteration 30Q: 3 clusters Score -3.335827e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293007 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -33358514.000000 Penalty: 6308.186523
	Iteration 31Q: 3 clusters Score -3.335851e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293059 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -33358738.000000 Penalty: 6308.186523
	Iteration 32Q: 3 clusters Score -3.335874e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293001 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -33358878.000000 Penalty: 6308.186523
	Iteration 33Q: 3 clusters Score -3.335888e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292871 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -33358922.000000 Penalty: 6308.186523
	Iteration 34Q: 3 clusters Score -3.335892e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292689 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -33358940.000000 Penalty: 6308.186523
	Iteration 35Q: 3 clusters Score -3.335894e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292450 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -33359008.000000 Penalty: 6308.186523
	Iteration 36Q: 3 clusters Score -3.335901e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292198 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -33359012.000000 Penalty: 6308.186523
	Iteration 37Q: 3 clusters Score -3.335901e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291904 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -33358984.000000 Penalty: 6308.186523
	Iteration 38Q: 3 clusters Score -3.335898e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291678 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -33358904.000000 Penalty: 6308.186523
	Iteration 39Q: 3 clusters Score -3.33589e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291460 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -33359116.000000 Penalty: 6308.186523
	Iteration 40F: 3 clusters Score -3.335912e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290961 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -33359284.000000 Penalty: 6308.186523
	Iteration 41Q: 3 clusters Score -3.335928e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290372 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -33359412.000000 Penalty: 6308.186523
	Iteration 42Q: 3 clusters Score -3.335941e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289745 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -33359524.000000 Penalty: 6308.186523
	Iteration 43Q: 3 clusters Score -3.335952e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289093 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -33359570.000000 Penalty: 6308.186523
	Iteration 44Q: 3 clusters Score -3.335957e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288388 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -33359622.000000 Penalty: 6308.186523
	Iteration 45Q: 3 clusters Score -3.335962e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287660 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -33359718.000000 Penalty: 6308.186523
	Iteration 46Q: 3 clusters Score -3.335972e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286906 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -33359926.000000 Penalty: 6308.186523
	Iteration 47Q: 3 clusters Score -3.335993e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286123 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -33360072.000000 Penalty: 6308.186523
	Iteration 48Q: 3 clusters Score -3.336007e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285334 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -33360142.000000 Penalty: 6308.186523
	Iteration 49Q: 3 clusters Score -3.336014e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284530 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -33360274.000000 Penalty: 6308.186523
	Iteration 50Q: 3 clusters Score -3.336027e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283736 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -33360372.000000 Penalty: 6308.186523
	Iteration 51Q: 3 clusters Score -3.336037e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282933 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -33360452.000000 Penalty: 6308.186523
	Iteration 52Q: 3 clusters Score -3.336045e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282101 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -33360554.000000 Penalty: 6308.186523
	Iteration 53Q: 3 clusters Score -3.336055e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281257 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -33360516.000000 Penalty: 6308.186523
	Iteration 54Q: 3 clusters Score -3.336052e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280420 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -33360694.000000 Penalty: 6308.186523
	Iteration 55Q: 3 clusters Score -3.336069e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279614 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -33360744.000000 Penalty: 6308.186523
	Iteration 56Q: 3 clusters Score -3.336074e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278827 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -33360806.000000 Penalty: 6308.186523
	Iteration 57Q: 3 clusters Score -3.336081e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278040 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -33360964.000000 Penalty: 6308.186523
	Iteration 58Q: 3 clusters Score -3.336096e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277291 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -33360948.000000 Penalty: 6308.186523
	Iteration 59Q: 3 clusters Score -3.336095e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276538 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -33360914.000000 Penalty: 6308.186523
	Iteration 60F: 3 clusters Score -3.336091e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275846 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -33360950.000000 Penalty: 6308.186523
	Iteration 61Q: 3 clusters Score -3.336095e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275201 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -33361086.000000 Penalty: 6308.186523
	Iteration 62Q: 3 clusters Score -3.336109e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274605 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -33361060.000000 Penalty: 6308.186523
	Iteration 63Q: 3 clusters Score -3.336106e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274033 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -33361082.000000 Penalty: 6308.186523
	Iteration 64Q: 3 clusters Score -3.336108e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273514 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -33361070.000000 Penalty: 6308.186523
	Iteration 65Q: 3 clusters Score -3.336107e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272990 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -33361076.000000 Penalty: 6308.186523
	Iteration 66Q: 3 clusters Score -3.336108e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272471 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -33361138.000000 Penalty: 6308.186523
	Iteration 67Q: 3 clusters Score -3.336114e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271933 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
Score: -33361136.000000 Penalty: 6308.186523
	Iteration 68Q: 3 clusters Score -3.336114e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271378 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -33361166.000000 Penalty: 6308.186523
	Iteration 69Q: 3 clusters Score -3.336117e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270851 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -33361270.000000 Penalty: 6308.186523
	Iteration 70Q: 3 clusters Score -3.336127e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270331 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -33361232.000000 Penalty: 6308.186523
	Iteration 71Q: 3 clusters Score -3.336123e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269836 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -33361316.000000 Penalty: 6308.186523
	Iteration 72Q: 3 clusters Score -3.336132e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269337 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
Score: -33361370.000000 Penalty: 6308.186523
	Iteration 73Q: 3 clusters Score -3.336137e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268881 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -33361366.000000 Penalty: 6308.186523
	Iteration 74Q: 3 clusters Score -3.336137e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268454 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -33361328.000000 Penalty: 6308.186523
	Iteration 75Q: 3 clusters Score -3.336133e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268046 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -33361348.000000 Penalty: 6308.186523
	Iteration 76Q: 3 clusters Score -3.336135e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267647 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -33361430.000000 Penalty: 6308.186523
	Iteration 77Q: 3 clusters Score -3.336143e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267279 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -33361410.000000 Penalty: 6308.186523
	Iteration 78Q: 3 clusters Score -3.336141e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266945 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -33361444.000000 Penalty: 6308.186523
	Iteration 79Q: 3 clusters Score -3.336144e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266626 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -33361566.000000 Penalty: 6308.186523
	Iteration 80F: 3 clusters Score -3.336157e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266311 members 
Mstep: Class 2 contains 67429 members 
Entering Unmasked Estep 
Score: -33361550.000000 Penalty: 6308.186523
	Iteration 81Q: 3 clusters Score -3.336155e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265984 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -33361590.000000 Penalty: 6308.186523
	Iteration 82Q: 3 clusters Score -3.336159e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265644 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -33361678.000000 Penalty: 6308.186523
	Iteration 83Q: 3 clusters Score -3.336168e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265326 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -33361688.000000 Penalty: 6308.186523
	Iteration 84Q: 3 clusters Score -3.336169e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265001 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -33361600.000000 Penalty: 6308.186523
	Iteration 85Q: 3 clusters Score -3.33616e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264691 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -33361602.000000 Penalty: 6308.186523
	Iteration 86Q: 3 clusters Score -3.33616e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264397 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -33361636.000000 Penalty: 6308.186523
	Iteration 87Q: 3 clusters Score -3.336164e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264108 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -33361648.000000 Penalty: 6308.186523
	Iteration 88Q: 3 clusters Score -3.336165e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263856 members 
Mstep: Class 2 contains 69884 members 
Entering Unmasked Estep 
Score: -33361654.000000 Penalty: 6308.186523
	Iteration 89Q: 3 clusters Score -3.336165e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263622 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -33361646.000000 Penalty: 6308.186523
	Iteration 90Q: 3 clusters Score -3.336165e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263412 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -33361676.000000 Penalty: 6308.186523
	Iteration 91Q: 3 clusters Score -3.336168e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263211 members 
Mstep: Class 2 contains 70529 members 
Entering Unmasked Estep 
Score: -33361712.000000 Penalty: 6308.186523
	Iteration 92Q: 3 clusters Score -3.336171e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263027 members 
Mstep: Class 2 contains 70713 members 
Entering Unmasked Estep 
Score: -33361660.000000 Penalty: 6308.186523
	Iteration 93Q: 3 clusters Score -3.336166e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262852 members 
Mstep: Class 2 contains 70888 members 
Entering Unmasked Estep 
Score: -33361698.000000 Penalty: 6308.186523
	Iteration 94Q: 3 clusters Score -3.33617e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262697 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -33361738.000000 Penalty: 6308.186523
	Iteration 95Q: 3 clusters Score -3.336174e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262532 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -33361708.000000 Penalty: 6308.186523
	Iteration 96Q: 3 clusters Score -3.336171e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262375 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -33361720.000000 Penalty: 6308.186523
	Iteration 97Q: 3 clusters Score -3.336172e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262221 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -33361754.000000 Penalty: 6308.186523
	Iteration 98Q: 3 clusters Score -3.336175e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262079 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
Score: -33361744.000000 Penalty: 6308.186523
	Iteration 99Q: 3 clusters Score -3.336174e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261943 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -33361734.000000 Penalty: 6308.186523
	Iteration 100F: 3 clusters Score -3.336173e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261831 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -33361788.000000 Penalty: 6308.186523
	Iteration 101Q: 3 clusters Score -3.336179e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261733 members 
Mstep: Class 2 contains 72007 members 
Entering Unmasked Estep 
Score: -33361768.000000 Penalty: 6308.186523
	Iteration 102Q: 3 clusters Score -3.336177e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261629 members 
Mstep: Class 2 contains 72111 members 
Entering Unmasked Estep 
Score: -33361788.000000 Penalty: 6308.186523
	Iteration 103Q: 3 clusters Score -3.336179e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261527 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -33361820.000000 Penalty: 6308.186523
	Iteration 104Q: 3 clusters Score -3.336182e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261421 members 
Mstep: Class 2 contains 72319 members 
Entering Unmasked Estep 
Score: -33361852.000000 Penalty: 6308.186523
	Iteration 105Q: 3 clusters Score -3.336185e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261326 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -33361830.000000 Penalty: 6308.186523
	Iteration 106Q: 3 clusters Score -3.336183e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261237 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -33361866.000000 Penalty: 6308.186523
	Iteration 107Q: 3 clusters Score -3.336187e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261159 members 
Mstep: Class 2 contains 72581 members 
Entering Unmasked Estep 
Score: -33361860.000000 Penalty: 6308.186523
	Iteration 108Q: 3 clusters Score -3.336186e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261083 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -33361884.000000 Penalty: 6308.186523
	Iteration 109Q: 3 clusters Score -3.336188e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261000 members 
Mstep: Class 2 contains 72740 members 
Entering Unmasked Estep 
Score: -33361906.000000 Penalty: 6308.186523
	Iteration 110Q: 3 clusters Score -3.336191e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260911 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -33361870.000000 Penalty: 6308.186523
	Iteration 111Q: 3 clusters Score -3.336187e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260822 members 
Mstep: Class 2 contains 72918 members 
Entering Unmasked Estep 
Score: -33361846.000000 Penalty: 6308.186523
	Iteration 112Q: 3 clusters Score -3.336185e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260730 members 
Mstep: Class 2 contains 73010 members 
Entering Unmasked Estep 
Score: -33361860.000000 Penalty: 6308.186523
	Iteration 113Q: 3 clusters Score -3.336186e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260628 members 
Mstep: Class 2 contains 73112 members 
Entering Unmasked Estep 
Score: -33361914.000000 Penalty: 6308.186523
	Iteration 114Q: 3 clusters Score -3.336191e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260527 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -33361902.000000 Penalty: 6308.186523
	Iteration 115Q: 3 clusters Score -3.33619e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260431 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -33361854.000000 Penalty: 6308.186523
	Iteration 116Q: 3 clusters Score -3.336185e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260331 members 
Mstep: Class 2 contains 73409 members 
Entering Unmasked Estep 
Score: -33361802.000000 Penalty: 6308.186523
	Iteration 117Q: 3 clusters Score -3.33618e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260247 members 
Mstep: Class 2 contains 73493 members 
Entering Unmasked Estep 
Score: -33361814.000000 Penalty: 6308.186523
	Iteration 118Q: 3 clusters Score -3.336181e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260173 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -33361808.000000 Penalty: 6308.186523
	Iteration 119Q: 3 clusters Score -3.336181e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260091 members 
Mstep: Class 2 contains 73649 members 
Entering Unmasked Estep 
Score: -33361840.000000 Penalty: 6308.186523
	Iteration 120F: 3 clusters Score -3.336184e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260007 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -33361842.000000 Penalty: 6308.186523
	Iteration 121Q: 3 clusters Score -3.336184e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259933 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -33361888.000000 Penalty: 6308.186523
	Iteration 122Q: 3 clusters Score -3.336189e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259865 members 
Mstep: Class 2 contains 73875 members 
Entering Unmasked Estep 
Score: -33361944.000000 Penalty: 6308.186523
	Iteration 123Q: 3 clusters Score -3.336194e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259801 members 
Mstep: Class 2 contains 73939 members 
Entering Unmasked Estep 
Score: -33361968.000000 Penalty: 6308.186523
	Iteration 124Q: 3 clusters Score -3.336197e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259744 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
Score: -33361946.000000 Penalty: 6308.186523
	Iteration 125Q: 3 clusters Score -3.336195e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259693 members 
Mstep: Class 2 contains 74047 members 
Entering Unmasked Estep 
Score: -33361944.000000 Penalty: 6308.186523
	Iteration 126Q: 3 clusters Score -3.336194e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259642 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -33361948.000000 Penalty: 6308.186523
	Iteration 127Q: 3 clusters Score -3.336195e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259595 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
Score: -33361956.000000 Penalty: 6308.186523
	Iteration 128Q: 3 clusters Score -3.336196e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259534 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -33361970.000000 Penalty: 6308.186523
	Iteration 129Q: 3 clusters Score -3.336197e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259464 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -33361976.000000 Penalty: 6308.186523
	Iteration 130Q: 3 clusters Score -3.336198e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259388 members 
Mstep: Class 2 contains 74352 members 
Entering Unmasked Estep 
Score: -33361968.000000 Penalty: 6308.186523
	Iteration 131Q: 3 clusters Score -3.336197e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259309 members 
Mstep: Class 2 contains 74431 members 
Entering Unmasked Estep 
Score: -33361990.000000 Penalty: 6308.186523
	Iteration 132Q: 3 clusters Score -3.336199e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259243 members 
Mstep: Class 2 contains 74497 members 
Entering Unmasked Estep 
Score: -33362014.000000 Penalty: 6308.186523
	Iteration 133Q: 3 clusters Score -3.336201e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259203 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -33362012.000000 Penalty: 6308.186523
	Iteration 134Q: 3 clusters Score -3.336201e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259159 members 
Mstep: Class 2 contains 74581 members 
Entering Unmasked Estep 
Score: -33362028.000000 Penalty: 6308.186523
	Iteration 135Q: 3 clusters Score -3.336203e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259114 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -33362030.000000 Penalty: 6308.186523
	Iteration 136Q: 3 clusters Score -3.336203e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259056 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -33361994.000000 Penalty: 6308.186523
	Iteration 137Q: 3 clusters Score -3.336199e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258982 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -33361988.000000 Penalty: 6308.186523
	Iteration 138Q: 3 clusters Score -3.336199e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258918 members 
Mstep: Class 2 contains 74822 members 
Entering Unmasked Estep 
Score: -33362012.000000 Penalty: 6308.186523
	Iteration 139Q: 3 clusters Score -3.336201e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258868 members 
Mstep: Class 2 contains 74872 members 
Entering Unmasked Estep 
Score: -33362014.000000 Penalty: 6308.186523
	Iteration 140F: 3 clusters Score -3.336201e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258824 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -33362046.000000 Penalty: 6308.186523
	Iteration 141Q: 3 clusters Score -3.336205e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258773 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -33362034.000000 Penalty: 6308.186523
	Iteration 142Q: 3 clusters Score -3.336203e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258727 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -33362058.000000 Penalty: 6308.186523
	Iteration 143Q: 3 clusters Score -3.336206e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258685 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -33362046.000000 Penalty: 6308.186523
	Iteration 144Q: 3 clusters Score -3.336205e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258641 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -33362088.000000 Penalty: 6308.186523
	Iteration 145Q: 3 clusters Score -3.336209e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258607 members 
Mstep: Class 2 contains 75133 members 
Entering Unmasked Estep 
Score: -33362084.000000 Penalty: 6308.186523
	Iteration 146Q: 3 clusters Score -3.336208e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258574 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
Score: -33362068.000000 Penalty: 6308.186523
	Iteration 147Q: 3 clusters Score -3.336207e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258548 members 
Mstep: Class 2 contains 75192 members 
Entering Unmasked Estep 
Score: -33362092.000000 Penalty: 6308.186523
	Iteration 148Q: 3 clusters Score -3.336209e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258518 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -33362088.000000 Penalty: 6308.186523
	Iteration 149Q: 3 clusters Score -3.336209e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258487 members 
Mstep: Class 2 contains 75253 members 
Entering Unmasked Estep 
Score: -33362122.000000 Penalty: 6308.186523
	Iteration 150Q: 3 clusters Score -3.336212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258455 members 
Mstep: Class 2 contains 75285 members 
Entering Unmasked Estep 
Score: -33362100.000000 Penalty: 6308.186523
	Iteration 151Q: 3 clusters Score -3.33621e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258420 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -33362118.000000 Penalty: 6308.186523
	Iteration 152Q: 3 clusters Score -3.336212e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258384 members 
Mstep: Class 2 contains 75356 members 
Entering Unmasked Estep 
Score: -33362114.000000 Penalty: 6308.186523
	Iteration 153Q: 3 clusters Score -3.336211e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258343 members 
Mstep: Class 2 contains 75397 members 
Entering Unmasked Estep 
Score: -33362152.000000 Penalty: 6308.186523
	Iteration 154Q: 3 clusters Score -3.336215e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258298 members 
Mstep: Class 2 contains 75442 members 
Entering Unmasked Estep 
Score: -33362120.000000 Penalty: 6308.186523
	Iteration 155Q: 3 clusters Score -3.336212e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258253 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -33362160.000000 Penalty: 6308.186523
	Iteration 156Q: 3 clusters Score -3.336216e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258202 members 
Mstep: Class 2 contains 75538 members 
Entering Unmasked Estep 
Score: -33362138.000000 Penalty: 6308.186523
	Iteration 157Q: 3 clusters Score -3.336214e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258153 members 
Mstep: Class 2 contains 75587 members 
Entering Unmasked Estep 
Score: -33362138.000000 Penalty: 6308.186523
	Iteration 158Q: 3 clusters Score -3.336214e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258108 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -33362116.000000 Penalty: 6308.186523
	Iteration 159Q: 3 clusters Score -3.336212e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258076 members 
Mstep: Class 2 contains 75664 members 
Entering Unmasked Estep 
Score: -33362140.000000 Penalty: 6308.186523
	Iteration 160F: 3 clusters Score -3.336214e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258039 members 
Mstep: Class 2 contains 75701 members 
Entering Unmasked Estep 
Score: -33362116.000000 Penalty: 6308.186523
	Iteration 161Q: 3 clusters Score -3.336212e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258003 members 
Mstep: Class 2 contains 75737 members 
Entering Unmasked Estep 
Score: -33362126.000000 Penalty: 6308.186523
	Iteration 162Q: 3 clusters Score -3.336213e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257961 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -33362162.000000 Penalty: 6308.186523
	Iteration 163Q: 3 clusters Score -3.336216e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257932 members 
Mstep: Class 2 contains 75808 members 
Entering Unmasked Estep 
Score: -33362162.000000 Penalty: 6308.186523
	Iteration 164Q: 3 clusters Score -3.336216e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257898 members 
Mstep: Class 2 contains 75842 members 
Entering Unmasked Estep 
Score: -33362152.000000 Penalty: 6308.186523
	Iteration 165Q: 3 clusters Score -3.336215e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257863 members 
Mstep: Class 2 contains 75877 members 
Entering Unmasked Estep 
Score: -33362122.000000 Penalty: 6308.186523
	Iteration 166Q: 3 clusters Score -3.336212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257838 members 
Mstep: Class 2 contains 75902 members 
Entering Unmasked Estep 
Score: -33362134.000000 Penalty: 6308.186523
	Iteration 167Q: 3 clusters Score -3.336213e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257813 members 
Mstep: Class 2 contains 75927 members 
Entering Unmasked Estep 
Score: -33362154.000000 Penalty: 6308.186523
	Iteration 168Q: 3 clusters Score -3.336215e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257771 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -33362144.000000 Penalty: 6308.186523
	Iteration 169Q: 3 clusters Score -3.336214e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257732 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -33362122.000000 Penalty: 6308.186523
	Iteration 170Q: 3 clusters Score -3.336212e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257698 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -33362132.000000 Penalty: 6308.186523
	Iteration 171Q: 3 clusters Score -3.336213e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257667 members 
Mstep: Class 2 contains 76073 members 
Entering Unmasked Estep 
Score: -33362090.000000 Penalty: 6308.186523
	Iteration 172Q: 3 clusters Score -3.336209e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257633 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -33362108.000000 Penalty: 6308.186523
	Iteration 173Q: 3 clusters Score -3.336211e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257597 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -33362104.000000 Penalty: 6308.186523
	Iteration 174Q: 3 clusters Score -3.33621e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257562 members 
Mstep: Class 2 contains 76178 members 
Entering Unmasked Estep 
Score: -33362082.000000 Penalty: 6308.186523
	Iteration 175Q: 3 clusters Score -3.336208e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257518 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -33362120.000000 Penalty: 6308.186523
	Iteration 176Q: 3 clusters Score -3.336212e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257472 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -33362070.000000 Penalty: 6308.186523
	Iteration 177Q: 3 clusters Score -3.336207e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257431 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -33362100.000000 Penalty: 6308.186523
	Iteration 178Q: 3 clusters Score -3.33621e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257376 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -33362094.000000 Penalty: 6308.186523
	Iteration 179Q: 3 clusters Score -3.336209e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257333 members 
Mstep: Class 2 contains 76407 members 
Entering Unmasked Estep 
Score: -33362088.000000 Penalty: 6308.186523
	Iteration 180F: 3 clusters Score -3.336209e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257296 members 
Mstep: Class 2 contains 76444 members 
Entering Unmasked Estep 
Score: -33362078.000000 Penalty: 6308.186523
	Iteration 181Q: 3 clusters Score -3.336208e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257255 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -33362104.000000 Penalty: 6308.186523
	Iteration 182Q: 3 clusters Score -3.33621e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257214 members 
Mstep: Class 2 contains 76526 members 
Entering Unmasked Estep 
Score: -33362100.000000 Penalty: 6308.186523
	Iteration 183Q: 3 clusters Score -3.33621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257182 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -33362082.000000 Penalty: 6308.186523
	Iteration 184Q: 3 clusters Score -3.336208e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257140 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -33362060.000000 Penalty: 6308.186523
	Iteration 185Q: 3 clusters Score -3.336206e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257106 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -33362048.000000 Penalty: 6308.186523
	Iteration 186Q: 3 clusters Score -3.336205e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257059 members 
Mstep: Class 2 contains 76681 members 
Entering Unmasked Estep 
Score: -33362028.000000 Penalty: 6308.186523
	Iteration 187Q: 3 clusters Score -3.336203e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257021 members 
Mstep: Class 2 contains 76719 members 
Entering Unmasked Estep 
Score: -33362028.000000 Penalty: 6308.186523
	Iteration 188Q: 3 clusters Score -3.336203e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256980 members 
Mstep: Class 2 contains 76760 members 
Entering Unmasked Estep 
Score: -33362080.000000 Penalty: 6308.186523
	Iteration 189Q: 3 clusters Score -3.336208e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256947 members 
Mstep: Class 2 contains 76793 members 
Entering Unmasked Estep 
Score: -33362108.000000 Penalty: 6308.186523
	Iteration 190Q: 3 clusters Score -3.336211e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256917 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -33362110.000000 Penalty: 6308.186523
	Iteration 191Q: 3 clusters Score -3.336211e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256886 members 
Mstep: Class 2 contains 76854 members 
Entering Unmasked Estep 
Score: -33362094.000000 Penalty: 6308.186523
	Iteration 192Q: 3 clusters Score -3.336209e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256857 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -33362104.000000 Penalty: 6308.186523
	Iteration 193Q: 3 clusters Score -3.33621e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256832 members 
Mstep: Class 2 contains 76908 members 
Entering Unmasked Estep 
Score: -33362084.000000 Penalty: 6308.186523
	Iteration 194Q: 3 clusters Score -3.336208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256818 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -33362098.000000 Penalty: 6308.186523
	Iteration 195Q: 3 clusters Score -3.33621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256798 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -33362096.000000 Penalty: 6308.186523
	Iteration 196Q: 3 clusters Score -3.33621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256782 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -33362102.000000 Penalty: 6308.186523
	Iteration 197Q: 3 clusters Score -3.33621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256767 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -33362078.000000 Penalty: 6308.186523
	Iteration 198Q: 3 clusters Score -3.336208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256759 members 
Mstep: Class 2 contains 76981 members 
Entering Unmasked Estep 
Score: -33362078.000000 Penalty: 6308.186523
	Iteration 199Q: 3 clusters Score -3.336208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256748 members 
Mstep: Class 2 contains 76992 members 
Entering Unmasked Estep 
Score: -33362070.000000 Penalty: 6308.186523
	Iteration 200F: 3 clusters Score -3.336207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256737 members 
Mstep: Class 2 contains 77003 members 
Entering Unmasked Estep 
Score: -33362092.000000 Penalty: 6308.186523
	Iteration 201Q: 3 clusters Score -3.336209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256729 members 
Mstep: Class 2 contains 77011 members 
Entering Unmasked Estep 
Score: -33362084.000000 Penalty: 6308.186523
	Iteration 202Q: 3 clusters Score -3.336208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256722 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -33362068.000000 Penalty: 6308.186523
	Iteration 203Q: 3 clusters Score -3.336207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256712 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -33362086.000000 Penalty: 6308.186523
	Iteration 204Q: 3 clusters Score -3.336209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256698 members 
Mstep: Class 2 contains 77042 members 
Entering Unmasked Estep 
Score: -33362064.000000 Penalty: 6308.186523
	Iteration 205Q: 3 clusters Score -3.336206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256687 members 
Mstep: Class 2 contains 77053 members 
Entering Unmasked Estep 
Score: -33362058.000000 Penalty: 6308.186523
	Iteration 206Q: 3 clusters Score -3.336206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256671 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -33362058.000000 Penalty: 6308.186523
	Iteration 207Q: 3 clusters Score -3.336206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256654 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -33362054.000000 Penalty: 6308.186523
	Iteration 208Q: 3 clusters Score -3.336205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256642 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -33362036.000000 Penalty: 6308.186523
	Iteration 209Q: 3 clusters Score -3.336204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256628 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -33362026.000000 Penalty: 6308.186523
	Iteration 210Q: 3 clusters Score -3.336203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256614 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -33362044.000000 Penalty: 6308.186523
	Iteration 211Q: 3 clusters Score -3.336204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256600 members 
Mstep: Class 2 contains 77140 members 
Entering Unmasked Estep 
Score: -33362050.000000 Penalty: 6308.186523
	Iteration 212Q: 3 clusters Score -3.336205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256593 members 
Mstep: Class 2 contains 77147 members 
Entering Unmasked Estep 
Score: -33362076.000000 Penalty: 6308.186523
	Iteration 213Q: 3 clusters Score -3.336208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256583 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -33362066.000000 Penalty: 6308.186523
	Iteration 214Q: 3 clusters Score -3.336207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256570 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -33362076.000000 Penalty: 6308.186523
	Iteration 215Q: 3 clusters Score -3.336208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256557 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -33362078.000000 Penalty: 6308.186523
	Iteration 216Q: 3 clusters Score -3.336208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256542 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
Score: -33362086.000000 Penalty: 6308.186523
	Iteration 217Q: 3 clusters Score -3.336209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256524 members 
Mstep: Class 2 contains 77216 members 
Entering Unmasked Estep 
Score: -33362068.000000 Penalty: 6308.186523
	Iteration 218Q: 3 clusters Score -3.336207e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256502 members 
Mstep: Class 2 contains 77238 members 
Entering Unmasked Estep 
Score: -33362072.000000 Penalty: 6308.186523
	Iteration 219Q: 3 clusters Score -3.336207e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256477 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -33362058.000000 Penalty: 6308.186523
	Iteration 220F: 3 clusters Score -3.336206e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256449 members 
Mstep: Class 2 contains 77291 members 
Entering Unmasked Estep 
Score: -33362042.000000 Penalty: 6308.186523
	Iteration 221Q: 3 clusters Score -3.336204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256433 members 
Mstep: Class 2 contains 77307 members 
Entering Unmasked Estep 
Score: -33362060.000000 Penalty: 6308.186523
	Iteration 222Q: 3 clusters Score -3.336206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256419 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -33362050.000000 Penalty: 6308.186523
	Iteration 223Q: 3 clusters Score -3.336205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256399 members 
Mstep: Class 2 contains 77341 members 
Entering Unmasked Estep 
Score: -33362058.000000 Penalty: 6308.186523
	Iteration 224Q: 3 clusters Score -3.336206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256381 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -33362066.000000 Penalty: 6308.186523
	Iteration 225Q: 3 clusters Score -3.336207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256355 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -33362080.000000 Penalty: 6308.186523
	Iteration 226Q: 3 clusters Score -3.336208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256333 members 
Mstep: Class 2 contains 77407 members 
Entering Unmasked Estep 
Score: -33362084.000000 Penalty: 6308.186523
	Iteration 227Q: 3 clusters Score -3.336208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256309 members 
Mstep: Class 2 contains 77431 members 
Entering Unmasked Estep 
Score: -33362074.000000 Penalty: 6308.186523
	Iteration 228Q: 3 clusters Score -3.336207e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256284 members 
Mstep: Class 2 contains 77456 members 
Entering Unmasked Estep 
Score: -33362072.000000 Penalty: 6308.186523
	Iteration 229Q: 3 clusters Score -3.336207e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256265 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -33362086.000000 Penalty: 6308.186523
	Iteration 230Q: 3 clusters Score -3.336209e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256240 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -33362082.000000 Penalty: 6308.186523
	Iteration 231Q: 3 clusters Score -3.336208e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256206 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -33362076.000000 Penalty: 6308.186523
	Iteration 232Q: 3 clusters Score -3.336208e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256172 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -33362110.000000 Penalty: 6308.186523
	Iteration 233Q: 3 clusters Score -3.336211e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256136 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -33362106.000000 Penalty: 6308.186523
	Iteration 234Q: 3 clusters Score -3.336211e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256099 members 
Mstep: Class 2 contains 77641 members 
Entering Unmasked Estep 
Score: -33362112.000000 Penalty: 6308.186523
	Iteration 235Q: 3 clusters Score -3.336211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256059 members 
Mstep: Class 2 contains 77681 members 
Entering Unmasked Estep 
Score: -33362106.000000 Penalty: 6308.186523
	Iteration 236Q: 3 clusters Score -3.336211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256019 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -33362100.000000 Penalty: 6308.186523
	Iteration 237Q: 3 clusters Score -3.33621e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255988 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -33362094.000000 Penalty: 6308.186523
	Iteration 238Q: 3 clusters Score -3.336209e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255960 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -33362110.000000 Penalty: 6308.186523
	Iteration 239Q: 3 clusters Score -3.336211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255937 members 
Mstep: Class 2 contains 77803 members 
Entering Unmasked Estep 
Score: -33362120.000000 Penalty: 6308.186523
	Iteration 240F: 3 clusters Score -3.336212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255914 members 
Mstep: Class 2 contains 77826 members 
Entering Unmasked Estep 
Score: -33362132.000000 Penalty: 6308.186523
	Iteration 241Q: 3 clusters Score -3.336213e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255889 members 
Mstep: Class 2 contains 77851 members 
Entering Unmasked Estep 
Score: -33362116.000000 Penalty: 6308.186523
	Iteration 242Q: 3 clusters Score -3.336212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255864 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -33362136.000000 Penalty: 6308.186523
	Iteration 243Q: 3 clusters Score -3.336214e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255846 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -33362152.000000 Penalty: 6308.186523
	Iteration 244Q: 3 clusters Score -3.336215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255829 members 
Mstep: Class 2 contains 77911 members 
Entering Unmasked Estep 
Score: -33362150.000000 Penalty: 6308.186523
	Iteration 245Q: 3 clusters Score -3.336215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255808 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -33362162.000000 Penalty: 6308.186523
	Iteration 246Q: 3 clusters Score -3.336216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255788 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -33362176.000000 Penalty: 6308.186523
	Iteration 247Q: 3 clusters Score -3.336218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255768 members 
Mstep: Class 2 contains 77972 members 
Entering Unmasked Estep 
Score: -33362198.000000 Penalty: 6308.186523
	Iteration 248Q: 3 clusters Score -3.33622e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255739 members 
Mstep: Class 2 contains 78001 members 
Entering Unmasked Estep 
Score: -33362194.000000 Penalty: 6308.186523
	Iteration 249Q: 3 clusters Score -3.336219e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255712 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -33362204.000000 Penalty: 6308.186523
	Iteration 250Q: 3 clusters Score -3.33622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255694 members 
Mstep: Class 2 contains 78046 members 
Entering Unmasked Estep 
Score: -33362206.000000 Penalty: 6308.186523
	Iteration 251Q: 3 clusters Score -3.336221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255676 members 
Mstep: Class 2 contains 78064 members 
Entering Unmasked Estep 
Score: -33362200.000000 Penalty: 6308.186523
	Iteration 252Q: 3 clusters Score -3.33622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255663 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -33362206.000000 Penalty: 6308.186523
	Iteration 253Q: 3 clusters Score -3.336221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255649 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -33362200.000000 Penalty: 6308.186523
	Iteration 254Q: 3 clusters Score -3.33622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255637 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -33362216.000000 Penalty: 6308.186523
	Iteration 255Q: 3 clusters Score -3.336222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255629 members 
Mstep: Class 2 contains 78111 members 
Entering Unmasked Estep 
Score: -33362198.000000 Penalty: 6308.186523
	Iteration 256Q: 3 clusters Score -3.33622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255616 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -33362204.000000 Penalty: 6308.186523
	Iteration 257Q: 3 clusters Score -3.33622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255608 members 
Mstep: Class 2 contains 78132 members 
Entering Unmasked Estep 
Score: -33362192.000000 Penalty: 6308.186523
	Iteration 258Q: 3 clusters Score -3.336219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255595 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -33362172.000000 Penalty: 6308.186523
	Iteration 259Q: 3 clusters Score -3.336217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255578 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -33362196.000000 Penalty: 6308.186523
	Iteration 260F: 3 clusters Score -3.33622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255564 members 
Mstep: Class 2 contains 78176 members 
Entering Unmasked Estep 
Score: -33362222.000000 Penalty: 6308.186523
	Iteration 261Q: 3 clusters Score -3.336222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255558 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -33362222.000000 Penalty: 6308.186523
	Iteration 262Q: 3 clusters Score -3.336222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255551 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -33362230.000000 Penalty: 6308.186523
	Iteration 263Q: 3 clusters Score -3.336223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255539 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -33362234.000000 Penalty: 6308.186523
	Iteration 264Q: 3 clusters Score -3.336223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255529 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -33362220.000000 Penalty: 6308.186523
	Iteration 265Q: 3 clusters Score -3.336222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255520 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -33362220.000000 Penalty: 6308.186523
	Iteration 266Q: 3 clusters Score -3.336222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255506 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -33362230.000000 Penalty: 6308.186523
	Iteration 267Q: 3 clusters Score -3.336223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255499 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -33362216.000000 Penalty: 6308.186523
	Iteration 268Q: 3 clusters Score -3.336222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255494 members 
Mstep: Class 2 contains 78246 members 
Entering Unmasked Estep 
Score: -33362212.000000 Penalty: 6308.186523
	Iteration 269Q: 3 clusters Score -3.336221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255490 members 
Mstep: Class 2 contains 78250 members 
Entering Unmasked Estep 
Score: -33362204.000000 Penalty: 6308.186523
	Iteration 270Q: 3 clusters Score -3.33622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255487 members 
Mstep: Class 2 contains 78253 members 
Entering Unmasked Estep 
Score: -33362210.000000 Penalty: 6308.186523
	Iteration 271Q: 3 clusters Score -3.336221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255485 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -33362210.000000 Penalty: 6308.186523
	Iteration 272Q: 3 clusters Score -3.336221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255485 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -33362210.000000 Penalty: 6308.186523
	Iteration 273F: 3 clusters Score -3.336221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 55895 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 17429 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 14832 members 
Mstep: Class 10 contains 31601 members 
Mstep: Class 11 contains 74477 members 
Mstep: Class 12 contains 37030 members 
Mstep: Class 13 contains 227701 members 
Mstep: Class 14 contains 15478 members 
Mstep: Class 15 contains 11595 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 255485 members 
Mstep: Class 18 contains 171690 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 362924 members 
Mstep: Class 21 contains 24736 members 
Mstep: Class 22 contains 51009 members 
Mstep: Class 23 contains 35005 members 
Mstep: Class 24 contains 9008 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 10878 members 
Mstep: Class 27 contains 6896 members 
Mstep: Class 28 contains 18402 members 
Mstep: Class 29 contains 7819 members 
Mstep: Class 30 contains 78255 members 
Entering Unmasked Estep 
Score: -156989392.000000 Penalty: 106369.406250
Splitting cluster 17 changes total score from -156944032.000000 to -156989392.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (171690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171690 members 
Entering Unmasked Estep 
Score: -17376236.000000 Penalty: 2989.254639
	Iteration 0F: 2 clusters Score -1.737624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86154 members 
Mstep: Class 2 contains 85536 members 
Entering Unmasked Estep 
Score: -17260862.000000 Penalty: 5978.509277
	Iteration 0F: 3 clusters Score -1.726086e+07 nChanged 82541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90553 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -17308604.000000 Penalty: 5978.509277
	Iteration 1F: 3 clusters Score -1.73086e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93293 members 
Mstep: Class 2 contains 78397 members 
Entering Unmasked Estep 
Score: -17309792.000000 Penalty: 5978.509277
	Iteration 2Q: 3 clusters Score -1.730979e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97525 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
Score: -17311856.000000 Penalty: 5978.509277
	Iteration 3Q: 3 clusters Score -1.731186e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103888 members 
Mstep: Class 2 contains 67802 members 
Entering Unmasked Estep 
Score: -17315346.000000 Penalty: 5978.509277
	Iteration 4Q: 3 clusters Score -1.731535e+07 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113250 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -17321448.000000 Penalty: 5978.509277
	Iteration 5F: 3 clusters Score -1.732145e+07 nChanged 12694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125762 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -17331576.000000 Penalty: 5978.509277
	Iteration 6F: 3 clusters Score -1.733158e+07 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140271 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -17344876.000000 Penalty: 5978.509277
	Iteration 7F: 3 clusters Score -1.734488e+07 nChanged 13226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153497 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -17357968.000000 Penalty: 5978.509277
	Iteration 8F: 3 clusters Score -1.735797e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162374 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -17366480.000000 Penalty: 5978.509277
	Iteration 9F: 3 clusters Score -1.736648e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166934 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -17370582.000000 Penalty: 5978.509277
	Iteration 10Q: 3 clusters Score -1.737058e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168939 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -17372316.000000 Penalty: 5978.509277
	Iteration 11Q: 3 clusters Score -1.737232e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169807 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -17372882.000000 Penalty: 5978.509277
	Iteration 12Q: 3 clusters Score -1.737288e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170226 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -17373282.000000 Penalty: 5978.509277
	Iteration 13Q: 3 clusters Score -1.737328e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170443 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -17373478.000000 Penalty: 5978.509277
	Iteration 14Q: 3 clusters Score -1.737348e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170567 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -17373618.000000 Penalty: 5978.509277
	Iteration 15Q: 3 clusters Score -1.737362e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -17373698.000000 Penalty: 5978.509277
	Iteration 16Q: 3 clusters Score -1.73737e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170705 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -17373744.000000 Penalty: 5978.509277
	Iteration 17Q: 3 clusters Score -1.737374e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170752 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -17373776.000000 Penalty: 5978.509277
	Iteration 18Q: 3 clusters Score -1.737378e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170790 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -17373820.000000 Penalty: 5978.509277
	Iteration 19Q: 3 clusters Score -1.737382e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170811 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -17373828.000000 Penalty: 5978.509277
	Iteration 20F: 3 clusters Score -1.737383e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170817 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -17373868.000000 Penalty: 5978.509277
	Iteration 21Q: 3 clusters Score -1.737387e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170833 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -17373876.000000 Penalty: 5978.509277
	Iteration 22Q: 3 clusters Score -1.737388e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170849 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -17373892.000000 Penalty: 5978.509277
	Iteration 23Q: 3 clusters Score -1.737389e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170862 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -17373904.000000 Penalty: 5978.509277
	Iteration 24Q: 3 clusters Score -1.73739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170859 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -17373908.000000 Penalty: 5978.509277
	Iteration 25Q: 3 clusters Score -1.737391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170859 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -17373908.000000 Penalty: 5978.509277
	Iteration 26Q: 3 clusters Score -1.737391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170864 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -17373918.000000 Penalty: 5978.509277
	Iteration 27Q: 3 clusters Score -1.737392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170864 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -17373916.000000 Penalty: 5978.509277
	Iteration 28Q: 3 clusters Score -1.737392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170864 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -17373916.000000 Penalty: 5978.509277
	Iteration 29F: 3 clusters Score -1.737392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Entering Unmasked Estep 
Score: -1535122.875000 Penalty: 2392.659424
	Iteration 0F: 2 clusters Score -1535123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1524034.125000 Penalty: 4785.318848
	Iteration 0F: 3 clusters Score -1524034 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1527673.250000 Penalty: 4785.318848
	Iteration 1F: 3 clusters Score -1527673 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1528062.125000 Penalty: 4785.318848
	Iteration 2F: 3 clusters Score -1528062 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1528380.375000 Penalty: 4785.318848
	Iteration 3Q: 3 clusters Score -1528380 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1528716.125000 Penalty: 4785.318848
	Iteration 4Q: 3 clusters Score -1528716 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1529098.125000 Penalty: 4785.318848
	Iteration 5Q: 3 clusters Score -1529098 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1529520.625000 Penalty: 4785.318848
	Iteration 6Q: 3 clusters Score -1529521 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1530040.500000 Penalty: 4785.318848
	Iteration 7F: 3 clusters Score -1530040 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1530585.500000 Penalty: 4785.318848
	Iteration 8F: 3 clusters Score -1530586 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1531138.500000 Penalty: 4785.318848
	Iteration 9Q: 3 clusters Score -1531138 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1531663.375000 Penalty: 4785.318848
	Iteration 10Q: 3 clusters Score -1531663 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1532094.000000 Penalty: 4785.318848
	Iteration 11Q: 3 clusters Score -1532094 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1532419.125000 Penalty: 4785.318848
	Iteration 12Q: 3 clusters Score -1532419 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1532628.375000 Penalty: 4785.318848
	Iteration 13Q: 3 clusters Score -1532628 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1532788.500000 Penalty: 4785.318848
	Iteration 14Q: 3 clusters Score -1532788 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1532892.250000 Penalty: 4785.318848
	Iteration 15Q: 3 clusters Score -1532892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1532946.750000 Penalty: 4785.318848
	Iteration 16Q: 3 clusters Score -1532947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1532986.125000 Penalty: 4785.318848
	Iteration 17Q: 3 clusters Score -1532986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1533018.125000 Penalty: 4785.318848
	Iteration 18Q: 3 clusters Score -1533018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1533039.750000 Penalty: 4785.318848
	Iteration 19Q: 3 clusters Score -1533040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1533062.250000 Penalty: 4785.318848
	Iteration 20F: 3 clusters Score -1533062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1533077.375000 Penalty: 4785.318848
	Iteration 21Q: 3 clusters Score -1533077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1533090.000000 Penalty: 4785.318848
	Iteration 22Q: 3 clusters Score -1533090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1533098.500000 Penalty: 4785.318848
	Iteration 23Q: 3 clusters Score -1533098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1533104.875000 Penalty: 4785.318848
	Iteration 24Q: 3 clusters Score -1533105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1533116.625000 Penalty: 4785.318848
	Iteration 25Q: 3 clusters Score -1533117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1533121.750000 Penalty: 4785.318848
	Iteration 26Q: 3 clusters Score -1533122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1533126.375000 Penalty: 4785.318848
	Iteration 27Q: 3 clusters Score -1533126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1533127.750000 Penalty: 4785.318848
	Iteration 28Q: 3 clusters Score -1533128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1533132.375000 Penalty: 4785.318848
	Iteration 29Q: 3 clusters Score -1533132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1533133.250000 Penalty: 4785.318848
	Iteration 30Q: 3 clusters Score -1533133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1533133.750000 Penalty: 4785.318848
	Iteration 31Q: 3 clusters Score -1533134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1533133.750000 Penalty: 4785.318848
	Iteration 32F: 3 clusters Score -1533134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (362924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362924 members 
Entering Unmasked Estep 
Score: -36162748.000000 Penalty: 3174.883301
	Iteration 0F: 2 clusters Score -3.616275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180936 members 
Mstep: Class 2 contains 181988 members 
Entering Unmasked Estep 
Score: -35925096.000000 Penalty: 6349.766602
	Iteration 0F: 3 clusters Score -3.59251e+07 nChanged 176131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172521 members 
Mstep: Class 2 contains 190403 members 
Entering Unmasked Estep 
Score: -36028664.000000 Penalty: 6349.766602
	Iteration 1F: 3 clusters Score -3.602866e+07 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167025 members 
Mstep: Class 2 contains 195899 members 
Entering Unmasked Estep 
Score: -36030780.000000 Penalty: 6349.766602
	Iteration 2Q: 3 clusters Score -3.603078e+07 nChanged 13224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158701 members 
Mstep: Class 2 contains 204223 members 
Entering Unmasked Estep 
Score: -36034500.000000 Penalty: 6349.766602
	Iteration 3Q: 3 clusters Score -3.60345e+07 nChanged 17284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146803 members 
Mstep: Class 2 contains 216121 members 
Entering Unmasked Estep 
Score: -36039808.000000 Penalty: 6349.766602
	Iteration 4Q: 3 clusters Score -3.603981e+07 nChanged 20619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131296 members 
Mstep: Class 2 contains 231628 members 
Entering Unmasked Estep 
Score: -36048436.000000 Penalty: 6349.766602
	Iteration 5F: 3 clusters Score -3.604844e+07 nChanged 23277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113891 members 
Mstep: Class 2 contains 249033 members 
Entering Unmasked Estep 
Score: -36061316.000000 Penalty: 6349.766602
	Iteration 6F: 3 clusters Score -3.606132e+07 nChanged 23835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98242 members 
Mstep: Class 2 contains 264682 members 
Entering Unmasked Estep 
Score: -36076800.000000 Penalty: 6349.766602
	Iteration 7F: 3 clusters Score -3.60768e+07 nChanged 22013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88613 members 
Mstep: Class 2 contains 274311 members 
Entering Unmasked Estep 
Score: -36091768.000000 Penalty: 6349.766602
	Iteration 8F: 3 clusters Score -3.609177e+07 nChanged 18413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 277130 members 
Entering Unmasked Estep 
Score: -36100940.000000 Penalty: 6349.766602
	Iteration 9F: 3 clusters Score -3.610094e+07 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 276591 members 
Entering Unmasked Estep 
Score: -36104196.000000 Penalty: 6349.766602
	Iteration 10Q: 3 clusters Score -3.61042e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 275478 members 
Entering Unmasked Estep 
Score: -36104784.000000 Penalty: 6349.766602
	Iteration 11Q: 3 clusters Score -3.610478e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 274279 members 
Entering Unmasked Estep 
Score: -36104944.000000 Penalty: 6349.766602
	Iteration 12Q: 3 clusters Score -3.610494e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89985 members 
Mstep: Class 2 contains 272939 members 
Entering Unmasked Estep 
Score: -36104892.000000 Penalty: 6349.766602
	Iteration 13Q: 3 clusters Score -3.610489e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91321 members 
Mstep: Class 2 contains 271603 members 
Entering Unmasked Estep 
Score: -36104908.000000 Penalty: 6349.766602
	Iteration 14Q: 3 clusters Score -3.610491e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92750 members 
Mstep: Class 2 contains 270174 members 
Entering Unmasked Estep 
Score: -36104956.000000 Penalty: 6349.766602
	Iteration 15Q: 3 clusters Score -3.610496e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 268678 members 
Entering Unmasked Estep 
Score: -36105016.000000 Penalty: 6349.766602
	Iteration 16Q: 3 clusters Score -3.610502e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95745 members 
Mstep: Class 2 contains 267179 members 
Entering Unmasked Estep 
Score: -36105184.000000 Penalty: 6349.766602
	Iteration 17Q: 3 clusters Score -3.610518e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97290 members 
Mstep: Class 2 contains 265634 members 
Entering Unmasked Estep 
Score: -36105152.000000 Penalty: 6349.766602
	Iteration 18Q: 3 clusters Score -3.610515e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98894 members 
Mstep: Class 2 contains 264030 members 
Entering Unmasked Estep 
Score: -36105372.000000 Penalty: 6349.766602
	Iteration 19Q: 3 clusters Score -3.610537e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100585 members 
Mstep: Class 2 contains 262339 members 
Entering Unmasked Estep 
Score: -36105704.000000 Penalty: 6349.766602
	Iteration 20F: 3 clusters Score -3.61057e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102386 members 
Mstep: Class 2 contains 260538 members 
Entering Unmasked Estep 
Score: -36105840.000000 Penalty: 6349.766602
	Iteration 21Q: 3 clusters Score -3.610584e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 258583 members 
Entering Unmasked Estep 
Score: -36106200.000000 Penalty: 6349.766602
	Iteration 22Q: 3 clusters Score -3.61062e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106352 members 
Mstep: Class 2 contains 256572 members 
Entering Unmasked Estep 
Score: -36106348.000000 Penalty: 6349.766602
	Iteration 23Q: 3 clusters Score -3.610635e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108445 members 
Mstep: Class 2 contains 254479 members 
Entering Unmasked Estep 
Score: -36106528.000000 Penalty: 6349.766602
	Iteration 24Q: 3 clusters Score -3.610653e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110580 members 
Mstep: Class 2 contains 252344 members 
Entering Unmasked Estep 
Score: -36106932.000000 Penalty: 6349.766602
	Iteration 25Q: 3 clusters Score -3.610693e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112709 members 
Mstep: Class 2 contains 250215 members 
Entering Unmasked Estep 
Score: -36107332.000000 Penalty: 6349.766602
	Iteration 26Q: 3 clusters Score -3.610733e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115008 members 
Mstep: Class 2 contains 247916 members 
Entering Unmasked Estep 
Score: -36107608.000000 Penalty: 6349.766602
	Iteration 27Q: 3 clusters Score -3.610761e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117287 members 
Mstep: Class 2 contains 245637 members 
Entering Unmasked Estep 
Score: -36108004.000000 Penalty: 6349.766602
	Iteration 28Q: 3 clusters Score -3.6108e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119670 members 
Mstep: Class 2 contains 243254 members 
Entering Unmasked Estep 
Score: -36108608.000000 Penalty: 6349.766602
	Iteration 29Q: 3 clusters Score -3.610861e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122113 members 
Mstep: Class 2 contains 240811 members 
Entering Unmasked Estep 
Score: -36109240.000000 Penalty: 6349.766602
	Iteration 30Q: 3 clusters Score -3.610924e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124615 members 
Mstep: Class 2 contains 238309 members 
Entering Unmasked Estep 
Score: -36109620.000000 Penalty: 6349.766602
	Iteration 31Q: 3 clusters Score -3.610962e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127095 members 
Mstep: Class 2 contains 235829 members 
Entering Unmasked Estep 
Score: -36110128.000000 Penalty: 6349.766602
	Iteration 32Q: 3 clusters Score -3.611013e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129577 members 
Mstep: Class 2 contains 233347 members 
Entering Unmasked Estep 
Score: -36110452.000000 Penalty: 6349.766602
	Iteration 33Q: 3 clusters Score -3.611045e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131986 members 
Mstep: Class 2 contains 230938 members 
Entering Unmasked Estep 
Score: -36110900.000000 Penalty: 6349.766602
	Iteration 34Q: 3 clusters Score -3.61109e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134322 members 
Mstep: Class 2 contains 228602 members 
Entering Unmasked Estep 
Score: -36111576.000000 Penalty: 6349.766602
	Iteration 35Q: 3 clusters Score -3.611158e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136567 members 
Mstep: Class 2 contains 226357 members 
Entering Unmasked Estep 
Score: -36112368.000000 Penalty: 6349.766602
	Iteration 36Q: 3 clusters Score -3.611237e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138601 members 
Mstep: Class 2 contains 224323 members 
Entering Unmasked Estep 
Score: -36112960.000000 Penalty: 6349.766602
	Iteration 37Q: 3 clusters Score -3.611296e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140482 members 
Mstep: Class 2 contains 222442 members 
Entering Unmasked Estep 
Score: -36113468.000000 Penalty: 6349.766602
	Iteration 38Q: 3 clusters Score -3.611347e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142327 members 
Mstep: Class 2 contains 220597 members 
Entering Unmasked Estep 
Score: -36114116.000000 Penalty: 6349.766602
	Iteration 39Q: 3 clusters Score -3.611412e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143936 members 
Mstep: Class 2 contains 218988 members 
Entering Unmasked Estep 
Score: -36114712.000000 Penalty: 6349.766602
	Iteration 40F: 3 clusters Score -3.611471e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145425 members 
Mstep: Class 2 contains 217499 members 
Entering Unmasked Estep 
Score: -36115408.000000 Penalty: 6349.766602
	Iteration 41Q: 3 clusters Score -3.611541e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146762 members 
Mstep: Class 2 contains 216162 members 
Entering Unmasked Estep 
Score: -36116044.000000 Penalty: 6349.766602
	Iteration 42Q: 3 clusters Score -3.611604e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147947 members 
Mstep: Class 2 contains 214977 members 
Entering Unmasked Estep 
Score: -36116568.000000 Penalty: 6349.766602
	Iteration 43Q: 3 clusters Score -3.611657e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149023 members 
Mstep: Class 2 contains 213901 members 
Entering Unmasked Estep 
Score: -36116980.000000 Penalty: 6349.766602
	Iteration 44Q: 3 clusters Score -3.611698e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149904 members 
Mstep: Class 2 contains 213020 members 
Entering Unmasked Estep 
Score: -36117372.000000 Penalty: 6349.766602
	Iteration 45Q: 3 clusters Score -3.611737e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150639 members 
Mstep: Class 2 contains 212285 members 
Entering Unmasked Estep 
Score: -36117852.000000 Penalty: 6349.766602
	Iteration 46Q: 3 clusters Score -3.611785e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151311 members 
Mstep: Class 2 contains 211613 members 
Entering Unmasked Estep 
Score: -36118136.000000 Penalty: 6349.766602
	Iteration 47Q: 3 clusters Score -3.611814e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151817 members 
Mstep: Class 2 contains 211107 members 
Entering Unmasked Estep 
Score: -36118640.000000 Penalty: 6349.766602
	Iteration 48Q: 3 clusters Score -3.611864e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152230 members 
Mstep: Class 2 contains 210694 members 
Entering Unmasked Estep 
Score: -36119224.000000 Penalty: 6349.766602
	Iteration 49Q: 3 clusters Score -3.611922e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152491 members 
Mstep: Class 2 contains 210433 members 
Entering Unmasked Estep 
Score: -36119464.000000 Penalty: 6349.766602
	Iteration 50Q: 3 clusters Score -3.611946e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152586 members 
Mstep: Class 2 contains 210338 members 
Entering Unmasked Estep 
Score: -36119752.000000 Penalty: 6349.766602
	Iteration 51Q: 3 clusters Score -3.611975e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152610 members 
Mstep: Class 2 contains 210314 members 
Entering Unmasked Estep 
Score: -36120144.000000 Penalty: 6349.766602
	Iteration 52Q: 3 clusters Score -3.612014e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152574 members 
Mstep: Class 2 contains 210350 members 
Entering Unmasked Estep 
Score: -36120416.000000 Penalty: 6349.766602
	Iteration 53Q: 3 clusters Score -3.612042e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152428 members 
Mstep: Class 2 contains 210496 members 
Entering Unmasked Estep 
Score: -36120716.000000 Penalty: 6349.766602
	Iteration 54Q: 3 clusters Score -3.612072e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152186 members 
Mstep: Class 2 contains 210738 members 
Entering Unmasked Estep 
Score: -36121020.000000 Penalty: 6349.766602
	Iteration 55Q: 3 clusters Score -3.612102e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151887 members 
Mstep: Class 2 contains 211037 members 
Entering Unmasked Estep 
Score: -36121160.000000 Penalty: 6349.766602
	Iteration 56Q: 3 clusters Score -3.612116e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151571 members 
Mstep: Class 2 contains 211353 members 
Entering Unmasked Estep 
Score: -36121376.000000 Penalty: 6349.766602
	Iteration 57Q: 3 clusters Score -3.612138e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151250 members 
Mstep: Class 2 contains 211674 members 
Entering Unmasked Estep 
Score: -36121652.000000 Penalty: 6349.766602
	Iteration 58Q: 3 clusters Score -3.612165e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150885 members 
Mstep: Class 2 contains 212039 members 
Entering Unmasked Estep 
Score: -36121872.000000 Penalty: 6349.766602
	Iteration 59Q: 3 clusters Score -3.612187e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150465 members 
Mstep: Class 2 contains 212459 members 
Entering Unmasked Estep 
Score: -36122108.000000 Penalty: 6349.766602
	Iteration 60F: 3 clusters Score -3.612211e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149965 members 
Mstep: Class 2 contains 212959 members 
Entering Unmasked Estep 
Score: -36122372.000000 Penalty: 6349.766602
	Iteration 61Q: 3 clusters Score -3.612237e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149364 members 
Mstep: Class 2 contains 213560 members 
Entering Unmasked Estep 
Score: -36122476.000000 Penalty: 6349.766602
	Iteration 62Q: 3 clusters Score -3.612248e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148716 members 
Mstep: Class 2 contains 214208 members 
Entering Unmasked Estep 
Score: -36122672.000000 Penalty: 6349.766602
	Iteration 63Q: 3 clusters Score -3.612267e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148009 members 
Mstep: Class 2 contains 214915 members 
Entering Unmasked Estep 
Score: -36122856.000000 Penalty: 6349.766602
	Iteration 64Q: 3 clusters Score -3.612286e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147292 members 
Mstep: Class 2 contains 215632 members 
Entering Unmasked Estep 
Score: -36122912.000000 Penalty: 6349.766602
	Iteration 65Q: 3 clusters Score -3.612291e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146588 members 
Mstep: Class 2 contains 216336 members 
Entering Unmasked Estep 
Score: -36123156.000000 Penalty: 6349.766602
	Iteration 66Q: 3 clusters Score -3.612316e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145843 members 
Mstep: Class 2 contains 217081 members 
Entering Unmasked Estep 
Score: -36123112.000000 Penalty: 6349.766602
	Iteration 67Q: 3 clusters Score -3.612311e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145097 members 
Mstep: Class 2 contains 217827 members 
Entering Unmasked Estep 
Score: -36123188.000000 Penalty: 6349.766602
	Iteration 68Q: 3 clusters Score -3.612319e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144335 members 
Mstep: Class 2 contains 218589 members 
Entering Unmasked Estep 
Score: -36123300.000000 Penalty: 6349.766602
	Iteration 69Q: 3 clusters Score -3.61233e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143540 members 
Mstep: Class 2 contains 219384 members 
Entering Unmasked Estep 
Score: -36123268.000000 Penalty: 6349.766602
	Iteration 70Q: 3 clusters Score -3.612327e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142770 members 
Mstep: Class 2 contains 220154 members 
Entering Unmasked Estep 
Score: -36123268.000000 Penalty: 6349.766602
	Iteration 71Q: 3 clusters Score -3.612327e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141960 members 
Mstep: Class 2 contains 220964 members 
Entering Unmasked Estep 
Score: -36123276.000000 Penalty: 6349.766602
	Iteration 72Q: 3 clusters Score -3.612328e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141147 members 
Mstep: Class 2 contains 221777 members 
Entering Unmasked Estep 
Score: -36123200.000000 Penalty: 6349.766602
	Iteration 73Q: 3 clusters Score -3.61232e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140270 members 
Mstep: Class 2 contains 222654 members 
Entering Unmasked Estep 
Score: -36123388.000000 Penalty: 6349.766602
	Iteration 74Q: 3 clusters Score -3.612339e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139386 members 
Mstep: Class 2 contains 223538 members 
Entering Unmasked Estep 
Score: -36123348.000000 Penalty: 6349.766602
	Iteration 75Q: 3 clusters Score -3.612335e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138504 members 
Mstep: Class 2 contains 224420 members 
Entering Unmasked Estep 
Score: -36123392.000000 Penalty: 6349.766602
	Iteration 76Q: 3 clusters Score -3.612339e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137609 members 
Mstep: Class 2 contains 225315 members 
Entering Unmasked Estep 
Score: -36123428.000000 Penalty: 6349.766602
	Iteration 77Q: 3 clusters Score -3.612343e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136715 members 
Mstep: Class 2 contains 226209 members 
Entering Unmasked Estep 
Score: -36123496.000000 Penalty: 6349.766602
	Iteration 78Q: 3 clusters Score -3.61235e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135779 members 
Mstep: Class 2 contains 227145 members 
Entering Unmasked Estep 
Score: -36123612.000000 Penalty: 6349.766602
	Iteration 79Q: 3 clusters Score -3.612361e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134912 members 
Mstep: Class 2 contains 228012 members 
Entering Unmasked Estep 
Score: -36123696.000000 Penalty: 6349.766602
	Iteration 80F: 3 clusters Score -3.61237e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133980 members 
Mstep: Class 2 contains 228944 members 
Entering Unmasked Estep 
Score: -36123872.000000 Penalty: 6349.766602
	Iteration 81Q: 3 clusters Score -3.612387e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133063 members 
Mstep: Class 2 contains 229861 members 
Entering Unmasked Estep 
Score: -36123868.000000 Penalty: 6349.766602
	Iteration 82Q: 3 clusters Score -3.612387e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132131 members 
Mstep: Class 2 contains 230793 members 
Entering Unmasked Estep 
Score: -36123908.000000 Penalty: 6349.766602
	Iteration 83Q: 3 clusters Score -3.612391e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131164 members 
Mstep: Class 2 contains 231760 members 
Entering Unmasked Estep 
Score: -36123984.000000 Penalty: 6349.766602
	Iteration 84Q: 3 clusters Score -3.612398e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130246 members 
Mstep: Class 2 contains 232678 members 
Entering Unmasked Estep 
Score: -36124176.000000 Penalty: 6349.766602
	Iteration 85Q: 3 clusters Score -3.612418e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129317 members 
Mstep: Class 2 contains 233607 members 
Entering Unmasked Estep 
Score: -36124220.000000 Penalty: 6349.766602
	Iteration 86Q: 3 clusters Score -3.612422e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128369 members 
Mstep: Class 2 contains 234555 members 
Entering Unmasked Estep 
Score: -36124320.000000 Penalty: 6349.766602
	Iteration 87Q: 3 clusters Score -3.612432e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127366 members 
Mstep: Class 2 contains 235558 members 
Entering Unmasked Estep 
Score: -36124264.000000 Penalty: 6349.766602
	Iteration 88Q: 3 clusters Score -3.612426e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126265 members 
Mstep: Class 2 contains 236659 members 
Entering Unmasked Estep 
Score: -36124344.000000 Penalty: 6349.766602
	Iteration 89Q: 3 clusters Score -3.612434e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125170 members 
Mstep: Class 2 contains 237754 members 
Entering Unmasked Estep 
Score: -36124508.000000 Penalty: 6349.766602
	Iteration 90Q: 3 clusters Score -3.612451e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124095 members 
Mstep: Class 2 contains 238829 members 
Entering Unmasked Estep 
Score: -36124452.000000 Penalty: 6349.766602
	Iteration 91Q: 3 clusters Score -3.612445e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123040 members 
Mstep: Class 2 contains 239884 members 
Entering Unmasked Estep 
Score: -36124412.000000 Penalty: 6349.766602
	Iteration 92Q: 3 clusters Score -3.612441e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121981 members 
Mstep: Class 2 contains 240943 members 
Entering Unmasked Estep 
Score: -36124468.000000 Penalty: 6349.766602
	Iteration 93Q: 3 clusters Score -3.612447e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120921 members 
Mstep: Class 2 contains 242003 members 
Entering Unmasked Estep 
Score: -36124628.000000 Penalty: 6349.766602
	Iteration 94Q: 3 clusters Score -3.612463e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119855 members 
Mstep: Class 2 contains 243069 members 
Entering Unmasked Estep 
Score: -36124764.000000 Penalty: 6349.766602
	Iteration 95Q: 3 clusters Score -3.612476e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118710 members 
Mstep: Class 2 contains 244214 members 
Entering Unmasked Estep 
Score: -36124772.000000 Penalty: 6349.766602
	Iteration 96Q: 3 clusters Score -3.612477e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117581 members 
Mstep: Class 2 contains 245343 members 
Entering Unmasked Estep 
Score: -36124884.000000 Penalty: 6349.766602
	Iteration 97Q: 3 clusters Score -3.612488e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116441 members 
Mstep: Class 2 contains 246483 members 
Entering Unmasked Estep 
Score: -36125136.000000 Penalty: 6349.766602
	Iteration 98Q: 3 clusters Score -3.612514e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115250 members 
Mstep: Class 2 contains 247674 members 
Entering Unmasked Estep 
Score: -36125204.000000 Penalty: 6349.766602
	Iteration 99Q: 3 clusters Score -3.61252e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114009 members 
Mstep: Class 2 contains 248915 members 
Entering Unmasked Estep 
Score: -36125432.000000 Penalty: 6349.766602
	Iteration 100F: 3 clusters Score -3.612543e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112725 members 
Mstep: Class 2 contains 250199 members 
Entering Unmasked Estep 
Score: -36125508.000000 Penalty: 6349.766602
	Iteration 101Q: 3 clusters Score -3.612551e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111423 members 
Mstep: Class 2 contains 251501 members 
Entering Unmasked Estep 
Score: -36125764.000000 Penalty: 6349.766602
	Iteration 102Q: 3 clusters Score -3.612576e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110071 members 
Mstep: Class 2 contains 252853 members 
Entering Unmasked Estep 
Score: -36126020.000000 Penalty: 6349.766602
	Iteration 103Q: 3 clusters Score -3.612602e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108662 members 
Mstep: Class 2 contains 254262 members 
Entering Unmasked Estep 
Score: -36126172.000000 Penalty: 6349.766602
	Iteration 104Q: 3 clusters Score -3.612617e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107353 members 
Mstep: Class 2 contains 255571 members 
Entering Unmasked Estep 
Score: -36126296.000000 Penalty: 6349.766602
	Iteration 105Q: 3 clusters Score -3.61263e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 256872 members 
Entering Unmasked Estep 
Score: -36126444.000000 Penalty: 6349.766602
	Iteration 106Q: 3 clusters Score -3.612644e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104697 members 
Mstep: Class 2 contains 258227 members 
Entering Unmasked Estep 
Score: -36126640.000000 Penalty: 6349.766602
	Iteration 107Q: 3 clusters Score -3.612664e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103304 members 
Mstep: Class 2 contains 259620 members 
Entering Unmasked Estep 
Score: -36126836.000000 Penalty: 6349.766602
	Iteration 108Q: 3 clusters Score -3.612684e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101950 members 
Mstep: Class 2 contains 260974 members 
Entering Unmasked Estep 
Score: -36127056.000000 Penalty: 6349.766602
	Iteration 109Q: 3 clusters Score -3.612706e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100563 members 
Mstep: Class 2 contains 262361 members 
Entering Unmasked Estep 
Score: -36127248.000000 Penalty: 6349.766602
	Iteration 110Q: 3 clusters Score -3.612725e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99178 members 
Mstep: Class 2 contains 263746 members 
Entering Unmasked Estep 
Score: -36127564.000000 Penalty: 6349.766602
	Iteration 111Q: 3 clusters Score -3.612756e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 265119 members 
Entering Unmasked Estep 
Score: -36127820.000000 Penalty: 6349.766602
	Iteration 112Q: 3 clusters Score -3.612782e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96442 members 
Mstep: Class 2 contains 266482 members 
Entering Unmasked Estep 
Score: -36128196.000000 Penalty: 6349.766602
	Iteration 113Q: 3 clusters Score -3.61282e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94998 members 
Mstep: Class 2 contains 267926 members 
Entering Unmasked Estep 
Score: -36128628.000000 Penalty: 6349.766602
	Iteration 114Q: 3 clusters Score -3.612863e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 269431 members 
Entering Unmasked Estep 
Score: -36129256.000000 Penalty: 6349.766602
	Iteration 115Q: 3 clusters Score -3.612926e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 270973 members 
Entering Unmasked Estep 
Score: -36129616.000000 Penalty: 6349.766602
	Iteration 116Q: 3 clusters Score -3.612962e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 272510 members 
Entering Unmasked Estep 
Score: -36130224.000000 Penalty: 6349.766602
	Iteration 117Q: 3 clusters Score -3.613022e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Mstep: Class 2 contains 274096 members 
Entering Unmasked Estep 
Score: -36130552.000000 Penalty: 6349.766602
	Iteration 118Q: 3 clusters Score -3.613055e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87279 members 
Mstep: Class 2 contains 275645 members 
Entering Unmasked Estep 
Score: -36131108.000000 Penalty: 6349.766602
	Iteration 119Q: 3 clusters Score -3.613111e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 277197 members 
Entering Unmasked Estep 
Score: -36131696.000000 Penalty: 6349.766602
	Iteration 120F: 3 clusters Score -3.61317e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 278741 members 
Entering Unmasked Estep 
Score: -36132164.000000 Penalty: 6349.766602
	Iteration 121Q: 3 clusters Score -3.613216e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82736 members 
Mstep: Class 2 contains 280188 members 
Entering Unmasked Estep 
Score: -36132632.000000 Penalty: 6349.766602
	Iteration 122Q: 3 clusters Score -3.613263e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 281572 members 
Entering Unmasked Estep 
Score: -36133104.000000 Penalty: 6349.766602
	Iteration 123Q: 3 clusters Score -3.61331e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 282838 members 
Entering Unmasked Estep 
Score: -36133256.000000 Penalty: 6349.766602
	Iteration 124Q: 3 clusters Score -3.613326e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78883 members 
Mstep: Class 2 contains 284041 members 
Entering Unmasked Estep 
Score: -36133624.000000 Penalty: 6349.766602
	Iteration 125Q: 3 clusters Score -3.613362e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 285170 members 
Entering Unmasked Estep 
Score: -36133948.000000 Penalty: 6349.766602
	Iteration 126Q: 3 clusters Score -3.613395e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76668 members 
Mstep: Class 2 contains 286256 members 
Entering Unmasked Estep 
Score: -36134272.000000 Penalty: 6349.766602
	Iteration 127Q: 3 clusters Score -3.613427e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 287293 members 
Entering Unmasked Estep 
Score: -36134524.000000 Penalty: 6349.766602
	Iteration 128Q: 3 clusters Score -3.613452e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 288338 members 
Entering Unmasked Estep 
Score: -36134752.000000 Penalty: 6349.766602
	Iteration 129Q: 3 clusters Score -3.613475e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 289335 members 
Entering Unmasked Estep 
Score: -36134976.000000 Penalty: 6349.766602
	Iteration 130Q: 3 clusters Score -3.613498e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 290272 members 
Entering Unmasked Estep 
Score: -36135296.000000 Penalty: 6349.766602
	Iteration 131Q: 3 clusters Score -3.61353e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 291209 members 
Entering Unmasked Estep 
Score: -36135404.000000 Penalty: 6349.766602
	Iteration 132Q: 3 clusters Score -3.61354e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 292095 members 
Entering Unmasked Estep 
Score: -36135508.000000 Penalty: 6349.766602
	Iteration 133Q: 3 clusters Score -3.613551e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69951 members 
Mstep: Class 2 contains 292973 members 
Entering Unmasked Estep 
Score: -36135684.000000 Penalty: 6349.766602
	Iteration 134Q: 3 clusters Score -3.613568e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69122 members 
Mstep: Class 2 contains 293802 members 
Entering Unmasked Estep 
Score: -36135996.000000 Penalty: 6349.766602
	Iteration 135Q: 3 clusters Score -3.6136e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 294593 members 
Entering Unmasked Estep 
Score: -36136156.000000 Penalty: 6349.766602
	Iteration 136Q: 3 clusters Score -3.613616e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67597 members 
Mstep: Class 2 contains 295327 members 
Entering Unmasked Estep 
Score: -36136148.000000 Penalty: 6349.766602
	Iteration 137Q: 3 clusters Score -3.613615e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66880 members 
Mstep: Class 2 contains 296044 members 
Entering Unmasked Estep 
Score: -36136240.000000 Penalty: 6349.766602
	Iteration 138Q: 3 clusters Score -3.613624e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 296773 members 
Entering Unmasked Estep 
Score: -36136276.000000 Penalty: 6349.766602
	Iteration 139Q: 3 clusters Score -3.613628e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 297480 members 
Entering Unmasked Estep 
Score: -36136512.000000 Penalty: 6349.766602
	Iteration 140F: 3 clusters Score -3.613651e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 298232 members 
Entering Unmasked Estep 
Score: -36136664.000000 Penalty: 6349.766602
	Iteration 141Q: 3 clusters Score -3.613666e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 298988 members 
Entering Unmasked Estep 
Score: -36136792.000000 Penalty: 6349.766602
	Iteration 142Q: 3 clusters Score -3.613679e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 299745 members 
Entering Unmasked Estep 
Score: -36136764.000000 Penalty: 6349.766602
	Iteration 143Q: 3 clusters Score -3.613676e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 300508 members 
Entering Unmasked Estep 
Score: -36136968.000000 Penalty: 6349.766602
	Iteration 144Q: 3 clusters Score -3.613697e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 301312 members 
Entering Unmasked Estep 
Score: -36137104.000000 Penalty: 6349.766602
	Iteration 145Q: 3 clusters Score -3.61371e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 302127 members 
Entering Unmasked Estep 
Score: -36137356.000000 Penalty: 6349.766602
	Iteration 146Q: 3 clusters Score -3.613736e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 302907 members 
Entering Unmasked Estep 
Score: -36137520.000000 Penalty: 6349.766602
	Iteration 147Q: 3 clusters Score -3.613752e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 303725 members 
Entering Unmasked Estep 
Score: -36137716.000000 Penalty: 6349.766602
	Iteration 148Q: 3 clusters Score -3.613772e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 304626 members 
Entering Unmasked Estep 
Score: -36137908.000000 Penalty: 6349.766602
	Iteration 149Q: 3 clusters Score -3.613791e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 305533 members 
Entering Unmasked Estep 
Score: -36138316.000000 Penalty: 6349.766602
	Iteration 150Q: 3 clusters Score -3.613832e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 306494 members 
Entering Unmasked Estep 
Score: -36138496.000000 Penalty: 6349.766602
	Iteration 151Q: 3 clusters Score -3.61385e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 307500 members 
Entering Unmasked Estep 
Score: -36138688.000000 Penalty: 6349.766602
	Iteration 152Q: 3 clusters Score -3.613869e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 308521 members 
Entering Unmasked Estep 
Score: -36138936.000000 Penalty: 6349.766602
	Iteration 153Q: 3 clusters Score -3.613894e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 309539 members 
Entering Unmasked Estep 
Score: -36139204.000000 Penalty: 6349.766602
	Iteration 154Q: 3 clusters Score -3.61392e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 310606 members 
Entering Unmasked Estep 
Score: -36139548.000000 Penalty: 6349.766602
	Iteration 155Q: 3 clusters Score -3.613955e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 311670 members 
Entering Unmasked Estep 
Score: -36139792.000000 Penalty: 6349.766602
	Iteration 156Q: 3 clusters Score -3.613979e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 312763 members 
Entering Unmasked Estep 
Score: -36140092.000000 Penalty: 6349.766602
	Iteration 157Q: 3 clusters Score -3.614009e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 313819 members 
Entering Unmasked Estep 
Score: -36140344.000000 Penalty: 6349.766602
	Iteration 158Q: 3 clusters Score -3.614034e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 314890 members 
Entering Unmasked Estep 
Score: -36140596.000000 Penalty: 6349.766602
	Iteration 159Q: 3 clusters Score -3.61406e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 315922 members 
Entering Unmasked Estep 
Score: -36140952.000000 Penalty: 6349.766602
	Iteration 160F: 3 clusters Score -3.614095e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 316955 members 
Entering Unmasked Estep 
Score: -36142028.000000 Penalty: 6349.766602
	Iteration 161Q: 3 clusters Score -3.614203e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 317964 members 
Entering Unmasked Estep 
Score: -36142852.000000 Penalty: 6349.766602
	Iteration 162Q: 3 clusters Score -3.614285e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 318966 members 
Entering Unmasked Estep 
Score: -36144080.000000 Penalty: 6349.766602
	Iteration 163Q: 3 clusters Score -3.614408e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 320026 members 
Entering Unmasked Estep 
Score: -36145552.000000 Penalty: 6349.766602
	Iteration 164Q: 3 clusters Score -3.614555e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 321164 members 
Entering Unmasked Estep 
Score: -36147032.000000 Penalty: 6349.766602
	Iteration 165Q: 3 clusters Score -3.614703e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 322430 members 
Entering Unmasked Estep 
Score: -36148500.000000 Penalty: 6349.766602
	Iteration 166Q: 3 clusters Score -3.61485e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 323726 members 
Entering Unmasked Estep 
Score: -36149896.000000 Penalty: 6349.766602
	Iteration 167Q: 3 clusters Score -3.61499e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 325158 members 
Entering Unmasked Estep 
Score: -36151636.000000 Penalty: 6349.766602
	Iteration 168Q: 3 clusters Score -3.615164e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 326577 members 
Entering Unmasked Estep 
Score: -36152976.000000 Penalty: 6349.766602
	Iteration 169Q: 3 clusters Score -3.615298e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 328139 members 
Entering Unmasked Estep 
Score: -36154548.000000 Penalty: 6349.766602
	Iteration 170Q: 3 clusters Score -3.615455e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 329767 members 
Entering Unmasked Estep 
Score: -36155888.000000 Penalty: 6349.766602
	Iteration 171Q: 3 clusters Score -3.615589e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 331408 members 
Entering Unmasked Estep 
Score: -36157120.000000 Penalty: 6349.766602
	Iteration 172Q: 3 clusters Score -3.615712e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 333085 members 
Entering Unmasked Estep 
Score: -36158404.000000 Penalty: 6349.766602
	Iteration 173Q: 3 clusters Score -3.61584e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 334783 members 
Entering Unmasked Estep 
Score: -36159624.000000 Penalty: 6349.766602
	Iteration 174Q: 3 clusters Score -3.615962e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 336532 members 
Entering Unmasked Estep 
Score: -36160388.000000 Penalty: 6349.766602
	Iteration 175Q: 3 clusters Score -3.616039e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 338215 members 
Entering Unmasked Estep 
Score: -36161248.000000 Penalty: 6349.766602
	Iteration 176Q: 3 clusters Score -3.616125e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 339905 members 
Entering Unmasked Estep 
Score: -36161912.000000 Penalty: 6349.766602
	Iteration 177Q: 3 clusters Score -3.616191e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 341522 members 
Entering Unmasked Estep 
Score: -36162504.000000 Penalty: 6349.766602
	Iteration 178Q: 3 clusters Score -3.61625e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 343098 members 
Entering Unmasked Estep 
Score: -36162836.000000 Penalty: 6349.766602
	Iteration 179Q: 3 clusters Score -3.616284e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 344626 members 
Entering Unmasked Estep 
Score: -36163332.000000 Penalty: 6349.766602
	Iteration 180F: 3 clusters Score -3.616333e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 346127 members 
Entering Unmasked Estep 
Score: -36163724.000000 Penalty: 6349.766602
	Iteration 181Q: 3 clusters Score -3.616372e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 347493 members 
Entering Unmasked Estep 
Score: -36164128.000000 Penalty: 6349.766602
	Iteration 182Q: 3 clusters Score -3.616413e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 348748 members 
Entering Unmasked Estep 
Score: -36164364.000000 Penalty: 6349.766602
	Iteration 183Q: 3 clusters Score -3.616436e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 350018 members 
Entering Unmasked Estep 
Score: -36164412.000000 Penalty: 6349.766602
	Iteration 184Q: 3 clusters Score -3.616441e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 351168 members 
Entering Unmasked Estep 
Score: -36164480.000000 Penalty: 6349.766602
	Iteration 185Q: 3 clusters Score -3.616448e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 352212 members 
Entering Unmasked Estep 
Score: -36164436.000000 Penalty: 6349.766602
	Iteration 186Q: 3 clusters Score -3.616444e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 353107 members 
Entering Unmasked Estep 
Score: -36164428.000000 Penalty: 6349.766602
	Iteration 187Q: 3 clusters Score -3.616443e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 353906 members 
Entering Unmasked Estep 
Score: -36164332.000000 Penalty: 6349.766602
	Iteration 188Q: 3 clusters Score -3.616433e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 354590 members 
Entering Unmasked Estep 
Score: -36164288.000000 Penalty: 6349.766602
	Iteration 189Q: 3 clusters Score -3.616429e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 355164 members 
Entering Unmasked Estep 
Score: -36164208.000000 Penalty: 6349.766602
	Iteration 190Q: 3 clusters Score -3.616421e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 355668 members 
Entering Unmasked Estep 
Score: -36164140.000000 Penalty: 6349.766602
	Iteration 191Q: 3 clusters Score -3.616414e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 356078 members 
Entering Unmasked Estep 
Score: -36164096.000000 Penalty: 6349.766602
	Iteration 192Q: 3 clusters Score -3.61641e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 356448 members 
Entering Unmasked Estep 
Score: -36164128.000000 Penalty: 6349.766602
	Iteration 193Q: 3 clusters Score -3.616413e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 356734 members 
Entering Unmasked Estep 
Score: -36164076.000000 Penalty: 6349.766602
	Iteration 194Q: 3 clusters Score -3.616408e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 356971 members 
Entering Unmasked Estep 
Score: -36164036.000000 Penalty: 6349.766602
	Iteration 195Q: 3 clusters Score -3.616404e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 357172 members 
Entering Unmasked Estep 
Score: -36164016.000000 Penalty: 6349.766602
	Iteration 196Q: 3 clusters Score -3.616402e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 357378 members 
Entering Unmasked Estep 
Score: -36163880.000000 Penalty: 6349.766602
	Iteration 197Q: 3 clusters Score -3.616388e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 357555 members 
Entering Unmasked Estep 
Score: -36163816.000000 Penalty: 6349.766602
	Iteration 198Q: 3 clusters Score -3.616382e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 357701 members 
Entering Unmasked Estep 
Score: -36163740.000000 Penalty: 6349.766602
	Iteration 199Q: 3 clusters Score -3.616374e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 357838 members 
Entering Unmasked Estep 
Score: -36163736.000000 Penalty: 6349.766602
	Iteration 200F: 3 clusters Score -3.616374e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 357945 members 
Entering Unmasked Estep 
Score: -36163696.000000 Penalty: 6349.766602
	Iteration 201Q: 3 clusters Score -3.61637e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 358051 members 
Entering Unmasked Estep 
Score: -36163612.000000 Penalty: 6349.766602
	Iteration 202Q: 3 clusters Score -3.616361e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 358152 members 
Entering Unmasked Estep 
Score: -36163596.000000 Penalty: 6349.766602
	Iteration 203Q: 3 clusters Score -3.61636e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 358265 members 
Entering Unmasked Estep 
Score: -36163572.000000 Penalty: 6349.766602
	Iteration 204Q: 3 clusters Score -3.616357e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 358349 members 
Entering Unmasked Estep 
Score: -36163516.000000 Penalty: 6349.766602
	Iteration 205Q: 3 clusters Score -3.616352e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 358415 members 
Entering Unmasked Estep 
Score: -36163508.000000 Penalty: 6349.766602
	Iteration 206Q: 3 clusters Score -3.616351e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 358476 members 
Entering Unmasked Estep 
Score: -36163520.000000 Penalty: 6349.766602
	Iteration 207Q: 3 clusters Score -3.616352e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 358517 members 
Entering Unmasked Estep 
Score: -36163520.000000 Penalty: 6349.766602
	Iteration 208Q: 3 clusters Score -3.616352e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 358558 members 
Entering Unmasked Estep 
Score: -36163496.000000 Penalty: 6349.766602
	Iteration 209Q: 3 clusters Score -3.61635e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 358585 members 
Entering Unmasked Estep 
Score: -36163472.000000 Penalty: 6349.766602
	Iteration 210Q: 3 clusters Score -3.616347e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 358612 members 
Entering Unmasked Estep 
Score: -36163472.000000 Penalty: 6349.766602
	Iteration 211Q: 3 clusters Score -3.616347e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 358642 members 
Entering Unmasked Estep 
Score: -36163432.000000 Penalty: 6349.766602
	Iteration 212Q: 3 clusters Score -3.616343e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 358668 members 
Entering Unmasked Estep 
Score: -36163428.000000 Penalty: 6349.766602
	Iteration 213Q: 3 clusters Score -3.616343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 358692 members 
Entering Unmasked Estep 
Score: -36163448.000000 Penalty: 6349.766602
	Iteration 214Q: 3 clusters Score -3.616345e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 358722 members 
Entering Unmasked Estep 
Score: -36163412.000000 Penalty: 6349.766602
	Iteration 215Q: 3 clusters Score -3.616341e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 358746 members 
Entering Unmasked Estep 
Score: -36163388.000000 Penalty: 6349.766602
	Iteration 216Q: 3 clusters Score -3.616339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 358761 members 
Entering Unmasked Estep 
Score: -36163376.000000 Penalty: 6349.766602
	Iteration 217Q: 3 clusters Score -3.616338e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 358780 members 
Entering Unmasked Estep 
Score: -36163332.000000 Penalty: 6349.766602
	Iteration 218Q: 3 clusters Score -3.616333e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 358794 members 
Entering Unmasked Estep 
Score: -36163356.000000 Penalty: 6349.766602
	Iteration 219Q: 3 clusters Score -3.616336e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 358816 members 
Entering Unmasked Estep 
Score: -36163344.000000 Penalty: 6349.766602
	Iteration 220F: 3 clusters Score -3.616334e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 358835 members 
Entering Unmasked Estep 
Score: -36163352.000000 Penalty: 6349.766602
	Iteration 221Q: 3 clusters Score -3.616335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 358851 members 
Entering Unmasked Estep 
Score: -36163356.000000 Penalty: 6349.766602
	Iteration 222Q: 3 clusters Score -3.616336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 358868 members 
Entering Unmasked Estep 
Score: -36163324.000000 Penalty: 6349.766602
	Iteration 223Q: 3 clusters Score -3.616332e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 358884 members 
Entering Unmasked Estep 
Score: -36163320.000000 Penalty: 6349.766602
	Iteration 224Q: 3 clusters Score -3.616332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 358901 members 
Entering Unmasked Estep 
Score: -36163300.000000 Penalty: 6349.766602
	Iteration 225Q: 3 clusters Score -3.61633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 358915 members 
Entering Unmasked Estep 
Score: -36163304.000000 Penalty: 6349.766602
	Iteration 226Q: 3 clusters Score -3.61633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 358928 members 
Entering Unmasked Estep 
Score: -36163304.000000 Penalty: 6349.766602
	Iteration 227Q: 3 clusters Score -3.61633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 358944 members 
Entering Unmasked Estep 
Score: -36163312.000000 Penalty: 6349.766602
	Iteration 228Q: 3 clusters Score -3.616331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 358956 members 
Entering Unmasked Estep 
Score: -36163272.000000 Penalty: 6349.766602
	Iteration 229Q: 3 clusters Score -3.616327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 358974 members 
Entering Unmasked Estep 
Score: -36163268.000000 Penalty: 6349.766602
	Iteration 230Q: 3 clusters Score -3.616327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 358992 members 
Entering Unmasked Estep 
Score: -36163244.000000 Penalty: 6349.766602
	Iteration 231Q: 3 clusters Score -3.616324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 359011 members 
Entering Unmasked Estep 
Score: -36163256.000000 Penalty: 6349.766602
	Iteration 232Q: 3 clusters Score -3.616326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 359023 members 
Entering Unmasked Estep 
Score: -36163260.000000 Penalty: 6349.766602
	Iteration 233Q: 3 clusters Score -3.616326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 359033 members 
Entering Unmasked Estep 
Score: -36163260.000000 Penalty: 6349.766602
	Iteration 234Q: 3 clusters Score -3.616326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 359039 members 
Entering Unmasked Estep 
Score: -36163272.000000 Penalty: 6349.766602
	Iteration 235Q: 3 clusters Score -3.616327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 359043 members 
Entering Unmasked Estep 
Score: -36163268.000000 Penalty: 6349.766602
	Iteration 236Q: 3 clusters Score -3.616327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 359050 members 
Entering Unmasked Estep 
Score: -36163284.000000 Penalty: 6349.766602
	Iteration 237Q: 3 clusters Score -3.616328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 359058 members 
Entering Unmasked Estep 
Score: -36163260.000000 Penalty: 6349.766602
	Iteration 238Q: 3 clusters Score -3.616326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 359060 members 
Entering Unmasked Estep 
Score: -36163252.000000 Penalty: 6349.766602
	Iteration 239Q: 3 clusters Score -3.616325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 359067 members 
Entering Unmasked Estep 
Score: -36163256.000000 Penalty: 6349.766602
	Iteration 240F: 3 clusters Score -3.616326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 359072 members 
Entering Unmasked Estep 
Score: -36163252.000000 Penalty: 6349.766602
	Iteration 241Q: 3 clusters Score -3.616325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 359069 members 
Entering Unmasked Estep 
Score: -36163276.000000 Penalty: 6349.766602
	Iteration 242Q: 3 clusters Score -3.616328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 359070 members 
Entering Unmasked Estep 
Score: -36163260.000000 Penalty: 6349.766602
	Iteration 243Q: 3 clusters Score -3.616326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 359073 members 
Entering Unmasked Estep 
Score: -36163248.000000 Penalty: 6349.766602
	Iteration 244Q: 3 clusters Score -3.616325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 359078 members 
Entering Unmasked Estep 
Score: -36163256.000000 Penalty: 6349.766602
	Iteration 245Q: 3 clusters Score -3.616326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 359080 members 
Entering Unmasked Estep 
Score: -36163244.000000 Penalty: 6349.766602
	Iteration 246Q: 3 clusters Score -3.616324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 359081 members 
Entering Unmasked Estep 
Score: -36163260.000000 Penalty: 6349.766602
	Iteration 247Q: 3 clusters Score -3.616326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 359081 members 
Entering Unmasked Estep 
Score: -36163248.000000 Penalty: 6349.766602
	Iteration 248Q: 3 clusters Score -3.616325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 359082 members 
Entering Unmasked Estep 
Score: -36163252.000000 Penalty: 6349.766602
	Iteration 249Q: 3 clusters Score -3.616325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 359084 members 
Entering Unmasked Estep 
Score: -36163260.000000 Penalty: 6349.766602
	Iteration 250Q: 3 clusters Score -3.616326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 359092 members 
Entering Unmasked Estep 
Score: -36163260.000000 Penalty: 6349.766602
	Iteration 251Q: 3 clusters Score -3.616326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 359098 members 
Entering Unmasked Estep 
Score: -36163244.000000 Penalty: 6349.766602
	Iteration 252Q: 3 clusters Score -3.616324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 359103 members 
Entering Unmasked Estep 
Score: -36163232.000000 Penalty: 6349.766602
	Iteration 253Q: 3 clusters Score -3.616323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 359103 members 
Entering Unmasked Estep 
Score: -36163228.000000 Penalty: 6349.766602
	Iteration 254Q: 3 clusters Score -3.616323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 359104 members 
Entering Unmasked Estep 
Score: -36163228.000000 Penalty: 6349.766602
	Iteration 255Q: 3 clusters Score -3.616323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 359104 members 
Entering Unmasked Estep 
Score: -36163228.000000 Penalty: 6349.766602
	Iteration 256F: 3 clusters Score -3.616323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 55895 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 17429 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 14832 members 
Mstep: Class 10 contains 31601 members 
Mstep: Class 11 contains 74477 members 
Mstep: Class 12 contains 37030 members 
Mstep: Class 13 contains 227701 members 
Mstep: Class 14 contains 15478 members 
Mstep: Class 15 contains 11595 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 255485 members 
Mstep: Class 18 contains 171690 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 3820 members 
Mstep: Class 21 contains 24736 members 
Mstep: Class 22 contains 51009 members 
Mstep: Class 23 contains 35005 members 
Mstep: Class 24 contains 9008 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 10878 members 
Mstep: Class 27 contains 6896 members 
Mstep: Class 28 contains 18402 members 
Mstep: Class 29 contains 7819 members 
Mstep: Class 30 contains 78255 members 
Mstep: Class 31 contains 359104 members 
Entering Unmasked Estep 
Score: -156988928.000000 Penalty: 109915.046875
Splitting cluster 20 changes total score from -156944032.000000 to -156988928.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 55895 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 17429 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 14832 members 
Mstep: Class 10 contains 31601 members 
Mstep: Class 11 contains 74477 members 
Mstep: Class 12 contains 37030 members 
Mstep: Class 13 contains 227701 members 
Mstep: Class 14 contains 15478 members 
Mstep: Class 15 contains 11595 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 255485 members 
Mstep: Class 18 contains 171690 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 3820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157016416.000000 Penalty: 109915.046875
Iteration 39Q: 32 clusters Score -1.570164e+08 nChanged 58159
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 8394 members 
Mstep: Class 3 contains 2156 members 
Mstep: Class 4 contains 8303 members 
Mstep: Class 5 contains 56723 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 17716 members 
Mstep: Class 8 contains 45607 members 
Mstep: Class 9 contains 14577 members 
Mstep: Class 10 contains 32589 members 
Mstep: Class 11 contains 73433 members 
Mstep: Class 12 contains 38529 members 
Mstep: Class 13 contains 224121 members 
Mstep: Class 14 contains 16392 members 
Mstep: Class 15 contains 11937 members 
Mstep: Class 16 contains 4948 members 
Mstep: Class 17 contains 259761 members 
Mstep: Class 18 contains 179415 members 
Mstep: Class 19 contains 15820 members 
Mstep: Class 20 contains 4500 members 
Mstep: Class 21 contains 24603 members 
Mstep: Class 22 contains 47320 members 
Mstep: Class 23 contains 33726 members 
Mstep: Class 24 contains 9050 members 
Mstep: Class 25 contains 8194 members 
Mstep: Class 26 contains 10136 members 
Mstep: Class 27 contains 6604 members 
Mstep: Class 28 contains 18030 members 
Mstep: Class 29 contains 8116 members 
Mstep: Class 30 contains 77048 members 
Mstep: Class 31 contains 352880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157045072.000000 Penalty: 109915.046875
Iteration 40F: 32 clusters Score -1.570451e+08 nChanged 46644
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 8088 members 
Mstep: Class 3 contains 2163 members 
Mstep: Class 4 contains 8112 members 
Mstep: Class 5 contains 57192 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 17889 members 
Mstep: Class 8 contains 45235 members 
Mstep: Class 9 contains 14261 members 
Mstep: Class 10 contains 32120 members 
Mstep: Class 11 contains 71932 members 
Mstep: Class 12 contains 38806 members 
Mstep: Class 13 contains 216624 members 
Mstep: Class 14 contains 16329 members 
Mstep: Class 15 contains 11900 members 
Mstep: Class 16 contains 5064 members 
Mstep: Class 17 contains 256209 members 
Mstep: Class 18 contains 190799 members 
Mstep: Class 19 contains 16125 members 
Mstep: Class 20 contains 4933 members 
Mstep: Class 21 contains 24830 members 
Mstep: Class 22 contains 46677 members 
Mstep: Class 23 contains 34422 members 
Mstep: Class 24 contains 9445 members 
Mstep: Class 25 contains 8153 members 
Mstep: Class 26 contains 10578 members 
Mstep: Class 27 contains 6774 members 
Mstep: Class 28 contains 17972 members 
Mstep: Class 29 contains 8332 members 
Mstep: Class 30 contains 78040 members 
Mstep: Class 31 contains 351222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157058448.000000 Penalty: 109915.046875
Iteration 41Q: 32 clusters Score -1.570584e+08 nChanged 34240
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7830 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 57742 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 18035 members 
Mstep: Class 8 contains 45006 members 
Mstep: Class 9 contains 14087 members 
Mstep: Class 10 contains 31791 members 
Mstep: Class 11 contains 70751 members 
Mstep: Class 12 contains 39286 members 
Mstep: Class 13 contains 209949 members 
Mstep: Class 14 contains 16315 members 
Mstep: Class 15 contains 11806 members 
Mstep: Class 16 contains 5150 members 
Mstep: Class 17 contains 250837 members 
Mstep: Class 18 contains 202399 members 
Mstep: Class 19 contains 16397 members 
Mstep: Class 20 contains 5279 members 
Mstep: Class 21 contains 24816 members 
Mstep: Class 22 contains 46141 members 
Mstep: Class 23 contains 34741 members 
Mstep: Class 24 contains 9683 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 10912 members 
Mstep: Class 27 contains 6916 members 
Mstep: Class 28 contains 17899 members 
Mstep: Class 29 contains 8545 members 
Mstep: Class 30 contains 79402 members 
Mstep: Class 31 contains 349735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157067648.000000 Penalty: 109915.046875
Iteration 42Q: 32 clusters Score -1.570676e+08 nChanged 29401
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7680 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 58278 members 
Mstep: Class 6 contains 3756 members 
Mstep: Class 7 contains 18165 members 
Mstep: Class 8 contains 44867 members 
Mstep: Class 9 contains 13967 members 
Mstep: Class 10 contains 31570 members 
Mstep: Class 11 contains 69812 members 
Mstep: Class 12 contains 39745 members 
Mstep: Class 13 contains 203833 members 
Mstep: Class 14 contains 16274 members 
Mstep: Class 15 contains 11679 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 244656 members 
Mstep: Class 18 contains 213943 members 
Mstep: Class 19 contains 16662 members 
Mstep: Class 20 contains 5562 members 
Mstep: Class 21 contains 24686 members 
Mstep: Class 22 contains 45737 members 
Mstep: Class 23 contains 34835 members 
Mstep: Class 24 contains 9835 members 
Mstep: Class 25 contains 8222 members 
Mstep: Class 26 contains 11215 members 
Mstep: Class 27 contains 7063 members 
Mstep: Class 28 contains 17775 members 
Mstep: Class 29 contains 8702 members 
Mstep: Class 30 contains 80856 members 
Mstep: Class 31 contains 348455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157074352.000000 Penalty: 109915.046875
Iteration 43Q: 32 clusters Score -1.570744e+08 nChanged 26079
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 7600 members 
Mstep: Class 3 contains 2222 members 
Mstep: Class 4 contains 7761 members 
Mstep: Class 5 contains 58730 members 
Mstep: Class 6 contains 4085 members 
Mstep: Class 7 contains 18260 members 
Mstep: Class 8 contains 44795 members 
Mstep: Class 9 contains 13885 members 
Mstep: Class 10 contains 31420 members 
Mstep: Class 11 contains 69044 members 
Mstep: Class 12 contains 40205 members 
Mstep: Class 13 contains 198320 members 
Mstep: Class 14 contains 16250 members 
Mstep: Class 15 contains 11563 members 
Mstep: Class 16 contains 5278 members 
Mstep: Class 17 contains 238225 members 
Mstep: Class 18 contains 225210 members 
Mstep: Class 19 contains 16931 members 
Mstep: Class 20 contains 5791 members 
Mstep: Class 21 contains 24504 members 
Mstep: Class 22 contains 45455 members 
Mstep: Class 23 contains 34830 members 
Mstep: Class 24 contains 9999 members 
Mstep: Class 25 contains 8244 members 
Mstep: Class 26 contains 11459 members 
Mstep: Class 27 contains 7186 members 
Mstep: Class 28 contains 17671 members 
Mstep: Class 29 contains 8835 members 
Mstep: Class 30 contains 82155 members 
Mstep: Class 31 contains 347180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157079408.000000 Penalty: 109915.046875
Iteration 44Q: 32 clusters Score -1.570794e+08 nChanged 23426
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7566 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 7706 members 
Mstep: Class 5 contains 59203 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 18340 members 
Mstep: Class 8 contains 44667 members 
Mstep: Class 9 contains 13851 members 
Mstep: Class 10 contains 31309 members 
Mstep: Class 11 contains 68467 members 
Mstep: Class 12 contains 40648 members 
Mstep: Class 13 contains 193407 members 
Mstep: Class 14 contains 16254 members 
Mstep: Class 15 contains 11470 members 
Mstep: Class 16 contains 5302 members 
Mstep: Class 17 contains 231820 members 
Mstep: Class 18 contains 236049 members 
Mstep: Class 19 contains 17207 members 
Mstep: Class 20 contains 5945 members 
Mstep: Class 21 contains 24303 members 
Mstep: Class 22 contains 45198 members 
Mstep: Class 23 contains 34806 members 
Mstep: Class 24 contains 10135 members 
Mstep: Class 25 contains 8260 members 
Mstep: Class 26 contains 11661 members 
Mstep: Class 27 contains 7289 members 
Mstep: Class 28 contains 17576 members 
Mstep: Class 29 contains 8929 members 
Mstep: Class 30 contains 83321 members 
Mstep: Class 31 contains 345805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157083904.000000 Penalty: 109915.046875
Iteration 45Q: 32 clusters Score -1.570839e+08 nChanged 21461
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 7563 members 
Mstep: Class 3 contains 2230 members 
Mstep: Class 4 contains 7675 members 
Mstep: Class 5 contains 59632 members 
Mstep: Class 6 contains 4622 members 
Mstep: Class 7 contains 18394 members 
Mstep: Class 8 contains 44533 members 
Mstep: Class 9 contains 13815 members 
Mstep: Class 10 contains 31212 members 
Mstep: Class 11 contains 68024 members 
Mstep: Class 12 contains 41021 members 
Mstep: Class 13 contains 189133 members 
Mstep: Class 14 contains 16254 members 
Mstep: Class 15 contains 11386 members 
Mstep: Class 16 contains 5324 members 
Mstep: Class 17 contains 225497 members 
Mstep: Class 18 contains 246402 members 
Mstep: Class 19 contains 17468 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 24075 members 
Mstep: Class 22 contains 44995 members 
Mstep: Class 23 contains 34743 members 
Mstep: Class 24 contains 10262 members 
Mstep: Class 25 contains 8269 members 
Mstep: Class 26 contains 11794 members 
Mstep: Class 27 contains 7406 members 
Mstep: Class 28 contains 17507 members 
Mstep: Class 29 contains 9016 members 
Mstep: Class 30 contains 84318 members 
Mstep: Class 31 contains 344497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157087696.000000 Penalty: 109915.046875
Iteration 46Q: 32 clusters Score -1.570877e+08 nChanged 19506
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7578 members 
Mstep: Class 3 contains 2237 members 
Mstep: Class 4 contains 7659 members 
Mstep: Class 5 contains 60057 members 
Mstep: Class 6 contains 4829 members 
Mstep: Class 7 contains 18434 members 
Mstep: Class 8 contains 44384 members 
Mstep: Class 9 contains 13794 members 
Mstep: Class 10 contains 31139 members 
Mstep: Class 11 contains 67731 members 
Mstep: Class 12 contains 41390 members 
Mstep: Class 13 contains 185419 members 
Mstep: Class 14 contains 16274 members 
Mstep: Class 15 contains 11332 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 219348 members 
Mstep: Class 18 contains 256068 members 
Mstep: Class 19 contains 17712 members 
Mstep: Class 20 contains 6071 members 
Mstep: Class 21 contains 23846 members 
Mstep: Class 22 contains 44836 members 
Mstep: Class 23 contains 34641 members 
Mstep: Class 24 contains 10357 members 
Mstep: Class 25 contains 8284 members 
Mstep: Class 26 contains 11896 members 
Mstep: Class 27 contains 7503 members 
Mstep: Class 28 contains 17430 members 
Mstep: Class 29 contains 9080 members 
Mstep: Class 30 contains 85285 members 
Mstep: Class 31 contains 343154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157090288.000000 Penalty: 109915.046875
Iteration 47Q: 32 clusters Score -1.570903e+08 nChanged 17869
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 7588 members 
Mstep: Class 3 contains 2245 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 60391 members 
Mstep: Class 6 contains 5011 members 
Mstep: Class 7 contains 18439 members 
Mstep: Class 8 contains 44241 members 
Mstep: Class 9 contains 13796 members 
Mstep: Class 10 contains 31077 members 
Mstep: Class 11 contains 67473 members 
Mstep: Class 12 contains 41743 members 
Mstep: Class 13 contains 182110 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 11295 members 
Mstep: Class 16 contains 5349 members 
Mstep: Class 17 contains 213490 members 
Mstep: Class 18 contains 265234 members 
Mstep: Class 19 contains 17945 members 
Mstep: Class 20 contains 6092 members 
Mstep: Class 21 contains 23609 members 
Mstep: Class 22 contains 44697 members 
Mstep: Class 23 contains 34549 members 
Mstep: Class 24 contains 10440 members 
Mstep: Class 25 contains 8295 members 
Mstep: Class 26 contains 11993 members 
Mstep: Class 27 contains 7605 members 
Mstep: Class 28 contains 17361 members 
Mstep: Class 29 contains 9129 members 
Mstep: Class 30 contains 86098 members 
Mstep: Class 31 contains 341921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157093040.000000 Penalty: 109915.046875
Iteration 48Q: 32 clusters Score -1.57093e+08 nChanged 16537
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 7575 members 
Mstep: Class 3 contains 2249 members 
Mstep: Class 4 contains 7655 members 
Mstep: Class 5 contains 60745 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 18431 members 
Mstep: Class 8 contains 44126 members 
Mstep: Class 9 contains 13800 members 
Mstep: Class 10 contains 31023 members 
Mstep: Class 11 contains 67288 members 
Mstep: Class 12 contains 42097 members 
Mstep: Class 13 contains 179268 members 
Mstep: Class 14 contains 16255 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 5371 members 
Mstep: Class 17 contains 207918 members 
Mstep: Class 18 contains 273713 members 
Mstep: Class 19 contains 18137 members 
Mstep: Class 20 contains 6116 members 
Mstep: Class 21 contains 23369 members 
Mstep: Class 22 contains 44599 members 
Mstep: Class 23 contains 34471 members 
Mstep: Class 24 contains 10509 members 
Mstep: Class 25 contains 8303 members 
Mstep: Class 26 contains 12070 members 
Mstep: Class 27 contains 7672 members 
Mstep: Class 28 contains 17290 members 
Mstep: Class 29 contains 9179 members 
Mstep: Class 30 contains 86841 members 
Mstep: Class 31 contains 340573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157094352.000000 Penalty: 109915.046875
Iteration 49Q: 32 clusters Score -1.570944e+08 nChanged 15460
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7550 members 
Mstep: Class 3 contains 2248 members 
Mstep: Class 4 contains 7670 members 
Mstep: Class 5 contains 61119 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 18422 members 
Mstep: Class 8 contains 44022 members 
Mstep: Class 9 contains 13785 members 
Mstep: Class 10 contains 30952 members 
Mstep: Class 11 contains 67147 members 
Mstep: Class 12 contains 42410 members 
Mstep: Class 13 contains 176725 members 
Mstep: Class 14 contains 16265 members 
Mstep: Class 15 contains 11245 members 
Mstep: Class 16 contains 5384 members 
Mstep: Class 17 contains 202673 members 
Mstep: Class 18 contains 281760 members 
Mstep: Class 19 contains 18316 members 
Mstep: Class 20 contains 6073 members 
Mstep: Class 21 contains 23141 members 
Mstep: Class 22 contains 44524 members 
Mstep: Class 23 contains 34395 members 
Mstep: Class 24 contains 10570 members 
Mstep: Class 25 contains 8305 members 
Mstep: Class 26 contains 12131 members 
Mstep: Class 27 contains 7752 members 
Mstep: Class 28 contains 17232 members 
Mstep: Class 29 contains 9214 members 
Mstep: Class 30 contains 87518 members 
Mstep: Class 31 contains 339179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157096112.000000 Penalty: 109915.046875
Iteration 50Q: 32 clusters Score -1.570961e+08 nChanged 14413
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7516 members 
Mstep: Class 3 contains 2247 members 
Mstep: Class 4 contains 7682 members 
Mstep: Class 5 contains 61458 members 
Mstep: Class 6 contains 5629 members 
Mstep: Class 7 contains 18412 members 
Mstep: Class 8 contains 43937 members 
Mstep: Class 9 contains 13780 members 
Mstep: Class 10 contains 30901 members 
Mstep: Class 11 contains 67089 members 
Mstep: Class 12 contains 42734 members 
Mstep: Class 13 contains 174399 members 
Mstep: Class 14 contains 16253 members 
Mstep: Class 15 contains 11220 members 
Mstep: Class 16 contains 5399 members 
Mstep: Class 17 contains 197684 members 
Mstep: Class 18 contains 289308 members 
Mstep: Class 19 contains 18492 members 
Mstep: Class 20 contains 6036 members 
Mstep: Class 21 contains 22941 members 
Mstep: Class 22 contains 44459 members 
Mstep: Class 23 contains 34367 members 
Mstep: Class 24 contains 10628 members 
Mstep: Class 25 contains 8308 members 
Mstep: Class 26 contains 12212 members 
Mstep: Class 27 contains 7812 members 
Mstep: Class 28 contains 17174 members 
Mstep: Class 29 contains 9244 members 
Mstep: Class 30 contains 88083 members 
Mstep: Class 31 contains 337753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157098128.000000 Penalty: 109915.046875
Iteration 51Q: 32 clusters Score -1.570981e+08 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 7492 members 
Mstep: Class 3 contains 2249 members 
Mstep: Class 4 contains 7707 members 
Mstep: Class 5 contains 61759 members 
Mstep: Class 6 contains 5827 members 
Mstep: Class 7 contains 18398 members 
Mstep: Class 8 contains 43878 members 
Mstep: Class 9 contains 13777 members 
Mstep: Class 10 contains 30854 members 
Mstep: Class 11 contains 67036 members 
Mstep: Class 12 contains 43000 members 
Mstep: Class 13 contains 172276 members 
Mstep: Class 14 contains 16255 members 
Mstep: Class 15 contains 11197 members 
Mstep: Class 16 contains 5404 members 
Mstep: Class 17 contains 193127 members 
Mstep: Class 18 contains 296505 members 
Mstep: Class 19 contains 18658 members 
Mstep: Class 20 contains 5986 members 
Mstep: Class 21 contains 22742 members 
Mstep: Class 22 contains 44464 members 
Mstep: Class 23 contains 34340 members 
Mstep: Class 24 contains 10648 members 
Mstep: Class 25 contains 8304 members 
Mstep: Class 26 contains 12291 members 
Mstep: Class 27 contains 7853 members 
Mstep: Class 28 contains 17127 members 
Mstep: Class 29 contains 9272 members 
Mstep: Class 30 contains 88543 members 
Mstep: Class 31 contains 336201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157099408.000000 Penalty: 109915.046875
Iteration 52Q: 32 clusters Score -1.570994e+08 nChanged 12660
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7480 members 
Mstep: Class 3 contains 2249 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 62015 members 
Mstep: Class 6 contains 6023 members 
Mstep: Class 7 contains 18387 members 
Mstep: Class 8 contains 43819 members 
Mstep: Class 9 contains 13802 members 
Mstep: Class 10 contains 30818 members 
Mstep: Class 11 contains 66978 members 
Mstep: Class 12 contains 43236 members 
Mstep: Class 13 contains 170351 members 
Mstep: Class 14 contains 16263 members 
Mstep: Class 15 contains 11166 members 
Mstep: Class 16 contains 5409 members 
Mstep: Class 17 contains 189040 members 
Mstep: Class 18 contains 303305 members 
Mstep: Class 19 contains 18796 members 
Mstep: Class 20 contains 5920 members 
Mstep: Class 21 contains 22540 members 
Mstep: Class 22 contains 44484 members 
Mstep: Class 23 contains 34293 members 
Mstep: Class 24 contains 10654 members 
Mstep: Class 25 contains 8293 members 
Mstep: Class 26 contains 12357 members 
Mstep: Class 27 contains 7883 members 
Mstep: Class 28 contains 17075 members 
Mstep: Class 29 contains 9296 members 
Mstep: Class 30 contains 88880 members 
Mstep: Class 31 contains 334621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157100816.000000 Penalty: 109915.046875
Iteration 53Q: 32 clusters Score -1.571008e+08 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7505 members 
Mstep: Class 3 contains 2246 members 
Mstep: Class 4 contains 7760 members 
Mstep: Class 5 contains 62265 members 
Mstep: Class 6 contains 6166 members 
Mstep: Class 7 contains 18384 members 
Mstep: Class 8 contains 43732 members 
Mstep: Class 9 contains 13803 members 
Mstep: Class 10 contains 30762 members 
Mstep: Class 11 contains 66936 members 
Mstep: Class 12 contains 43428 members 
Mstep: Class 13 contains 168658 members 
Mstep: Class 14 contains 16298 members 
Mstep: Class 15 contains 11137 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 185288 members 
Mstep: Class 18 contains 309699 members 
Mstep: Class 19 contains 18951 members 
Mstep: Class 20 contains 5833 members 
Mstep: Class 21 contains 22336 members 
Mstep: Class 22 contains 44524 members 
Mstep: Class 23 contains 34339 members 
Mstep: Class 24 contains 10668 members 
Mstep: Class 25 contains 8291 members 
Mstep: Class 26 contains 12429 members 
Mstep: Class 27 contains 7910 members 
Mstep: Class 28 contains 17029 members 
Mstep: Class 29 contains 9310 members 
Mstep: Class 30 contains 89162 members 
Mstep: Class 31 contains 332928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157101952.000000 Penalty: 109915.046875
Iteration 54Q: 32 clusters Score -1.57102e+08 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 2245 members 
Mstep: Class 4 contains 7768 members 
Mstep: Class 5 contains 62502 members 
Mstep: Class 6 contains 6278 members 
Mstep: Class 7 contains 18366 members 
Mstep: Class 8 contains 43635 members 
Mstep: Class 9 contains 13812 members 
Mstep: Class 10 contains 30719 members 
Mstep: Class 11 contains 66876 members 
Mstep: Class 12 contains 43610 members 
Mstep: Class 13 contains 167155 members 
Mstep: Class 14 contains 16333 members 
Mstep: Class 15 contains 11116 members 
Mstep: Class 16 contains 5409 members 
Mstep: Class 17 contains 181820 members 
Mstep: Class 18 contains 315795 members 
Mstep: Class 19 contains 19114 members 
Mstep: Class 20 contains 5730 members 
Mstep: Class 21 contains 22116 members 
Mstep: Class 22 contains 44588 members 
Mstep: Class 23 contains 34412 members 
Mstep: Class 24 contains 10684 members 
Mstep: Class 25 contains 8287 members 
Mstep: Class 26 contains 12492 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 16984 members 
Mstep: Class 29 contains 9329 members 
Mstep: Class 30 contains 89384 members 
Mstep: Class 31 contains 331150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157103504.000000 Penalty: 109915.046875
Iteration 55Q: 32 clusters Score -1.571035e+08 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7582 members 
Mstep: Class 3 contains 2241 members 
Mstep: Class 4 contains 7806 members 
Mstep: Class 5 contains 62692 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 18352 members 
Mstep: Class 8 contains 43547 members 
Mstep: Class 9 contains 13817 members 
Mstep: Class 10 contains 30680 members 
Mstep: Class 11 contains 66776 members 
Mstep: Class 12 contains 43755 members 
Mstep: Class 13 contains 165599 members 
Mstep: Class 14 contains 16372 members 
Mstep: Class 15 contains 11099 members 
Mstep: Class 16 contains 5421 members 
Mstep: Class 17 contains 178676 members 
Mstep: Class 18 contains 321806 members 
Mstep: Class 19 contains 19247 members 
Mstep: Class 20 contains 5591 members 
Mstep: Class 21 contains 21917 members 
Mstep: Class 22 contains 44664 members 
Mstep: Class 23 contains 34521 members 
Mstep: Class 24 contains 10678 members 
Mstep: Class 25 contains 8297 members 
Mstep: Class 26 contains 12540 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 16946 members 
Mstep: Class 29 contains 9339 members 
Mstep: Class 30 contains 89624 members 
Mstep: Class 31 contains 329278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157105632.000000 Penalty: 109915.046875
Iteration 56Q: 32 clusters Score -1.571056e+08 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7598 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 7840 members 
Mstep: Class 5 contains 62834 members 
Mstep: Class 6 contains 6430 members 
Mstep: Class 7 contains 18350 members 
Mstep: Class 8 contains 43431 members 
Mstep: Class 9 contains 13836 members 
Mstep: Class 10 contains 30636 members 
Mstep: Class 11 contains 66772 members 
Mstep: Class 12 contains 43815 members 
Mstep: Class 13 contains 164147 members 
Mstep: Class 14 contains 16413 members 
Mstep: Class 15 contains 11093 members 
Mstep: Class 16 contains 5421 members 
Mstep: Class 17 contains 175332 members 
Mstep: Class 18 contains 328505 members 
Mstep: Class 19 contains 19363 members 
Mstep: Class 20 contains 5369 members 
Mstep: Class 21 contains 21742 members 
Mstep: Class 22 contains 44748 members 
Mstep: Class 23 contains 34607 members 
Mstep: Class 24 contains 10667 members 
Mstep: Class 25 contains 8302 members 
Mstep: Class 26 contains 12576 members 
Mstep: Class 27 contains 7976 members 
Mstep: Class 28 contains 16915 members 
Mstep: Class 29 contains 9348 members 
Mstep: Class 30 contains 89733 members 
Mstep: Class 31 contains 327155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157108608.000000 Penalty: 109915.046875
Iteration 57Q: 32 clusters Score -1.571086e+08 nChanged 13751
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 7631 members 
Mstep: Class 3 contains 2230 members 
Mstep: Class 4 contains 7871 members 
Mstep: Class 5 contains 63000 members 
Mstep: Class 6 contains 6484 members 
Mstep: Class 7 contains 18349 members 
Mstep: Class 8 contains 43318 members 
Mstep: Class 9 contains 13849 members 
Mstep: Class 10 contains 30629 members 
Mstep: Class 11 contains 66818 members 
Mstep: Class 12 contains 43737 members 
Mstep: Class 13 contains 162758 members 
Mstep: Class 14 contains 16505 members 
Mstep: Class 15 contains 11068 members 
Mstep: Class 16 contains 5421 members 
Mstep: Class 17 contains 171370 members 
Mstep: Class 18 contains 336186 members 
Mstep: Class 19 contains 19461 members 
Mstep: Class 20 contains 5063 members 
Mstep: Class 21 contains 21583 members 
Mstep: Class 22 contains 44843 members 
Mstep: Class 23 contains 34653 members 
Mstep: Class 24 contains 10663 members 
Mstep: Class 25 contains 8299 members 
Mstep: Class 26 contains 12604 members 
Mstep: Class 27 contains 7982 members 
Mstep: Class 28 contains 16880 members 
Mstep: Class 29 contains 9354 members 
Mstep: Class 30 contains 89741 members 
Mstep: Class 31 contains 324842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157110112.000000 Penalty: 109915.046875
Iteration 58Q: 32 clusters Score -1.571101e+08 nChanged 15919
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7647 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 7892 members 
Mstep: Class 5 contains 63117 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 18337 members 
Mstep: Class 8 contains 43220 members 
Mstep: Class 9 contains 13860 members 
Mstep: Class 10 contains 30646 members 
Mstep: Class 11 contains 66974 members 
Mstep: Class 12 contains 43571 members 
Mstep: Class 13 contains 161468 members 
Mstep: Class 14 contains 16621 members 
Mstep: Class 15 contains 11056 members 
Mstep: Class 16 contains 5425 members 
Mstep: Class 17 contains 166821 members 
Mstep: Class 18 contains 344541 members 
Mstep: Class 19 contains 19557 members 
Mstep: Class 20 contains 4703 members 
Mstep: Class 21 contains 21440 members 
Mstep: Class 22 contains 44946 members 
Mstep: Class 23 contains 34741 members 
Mstep: Class 24 contains 10672 members 
Mstep: Class 25 contains 8305 members 
Mstep: Class 26 contains 12648 members 
Mstep: Class 27 contains 8001 members 
Mstep: Class 28 contains 16850 members 
Mstep: Class 29 contains 9356 members 
Mstep: Class 30 contains 89705 members 
Mstep: Class 31 contains 322312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157108480.000000 Penalty: 109915.046875
Iteration 59Q: 32 clusters Score -1.571085e+08 nChanged 17232
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 7657 members 
Mstep: Class 3 contains 2225 members 
Mstep: Class 4 contains 7928 members 
Mstep: Class 5 contains 63302 members 
Mstep: Class 6 contains 6566 members 
Mstep: Class 7 contains 18335 members 
Mstep: Class 8 contains 43154 members 
Mstep: Class 9 contains 13863 members 
Mstep: Class 10 contains 30673 members 
Mstep: Class 11 contains 67208 members 
Mstep: Class 12 contains 43447 members 
Mstep: Class 13 contains 160552 members 
Mstep: Class 14 contains 16771 members 
Mstep: Class 15 contains 11029 members 
Mstep: Class 16 contains 5426 members 
Mstep: Class 17 contains 162044 members 
Mstep: Class 18 contains 352532 members 
Mstep: Class 19 contains 19653 members 
Mstep: Class 20 contains 4300 members 
Mstep: Class 21 contains 21301 members 
Mstep: Class 22 contains 45131 members 
Mstep: Class 23 contains 34837 members 
Mstep: Class 24 contains 10689 members 
Mstep: Class 25 contains 8313 members 
Mstep: Class 26 contains 12709 members 
Mstep: Class 27 contains 8023 members 
Mstep: Class 28 contains 16841 members 
Mstep: Class 29 contains 9361 members 
Mstep: Class 30 contains 89643 members 
Mstep: Class 31 contains 319679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157104720.000000 Penalty: 109915.046875
Iteration 60F: 32 clusters Score -1.571047e+08 nChanged 18737
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 2221 members 
Mstep: Class 4 contains 7973 members 
Mstep: Class 5 contains 63480 members 
Mstep: Class 6 contains 6629 members 
Mstep: Class 7 contains 18322 members 
Mstep: Class 8 contains 43070 members 
Mstep: Class 9 contains 13865 members 
Mstep: Class 10 contains 30707 members 
Mstep: Class 11 contains 67576 members 
Mstep: Class 12 contains 43362 members 
Mstep: Class 13 contains 159928 members 
Mstep: Class 14 contains 16952 members 
Mstep: Class 15 contains 11014 members 
Mstep: Class 16 contains 5421 members 
Mstep: Class 17 contains 156447 members 
Mstep: Class 18 contains 360877 members 
Mstep: Class 19 contains 19765 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 21 contains 21186 members 
Mstep: Class 22 contains 45393 members 
Mstep: Class 23 contains 34889 members 
Mstep: Class 24 contains 10693 members 
Mstep: Class 25 contains 8331 members 
Mstep: Class 26 contains 12766 members 
Mstep: Class 27 contains 8063 members 
Mstep: Class 28 contains 16824 members 
Mstep: Class 29 contains 9362 members 
Mstep: Class 30 contains 89578 members 
Mstep: Class 31 contains 316951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157098608.000000 Penalty: 109915.046875
Iteration 61Q: 32 clusters Score -1.570986e+08 nChanged 18625
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7646 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 63664 members 
Mstep: Class 6 contains 6697 members 
Mstep: Class 7 contains 18314 members 
Mstep: Class 8 contains 43001 members 
Mstep: Class 9 contains 13865 members 
Mstep: Class 10 contains 30738 members 
Mstep: Class 11 contains 68128 members 
Mstep: Class 12 contains 43403 members 
Mstep: Class 13 contains 159881 members 
Mstep: Class 14 contains 17164 members 
Mstep: Class 15 contains 11003 members 
Mstep: Class 16 contains 5427 members 
Mstep: Class 17 contains 150999 members 
Mstep: Class 18 contains 367728 members 
Mstep: Class 19 contains 19870 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 21 contains 21104 members 
Mstep: Class 22 contains 45703 members 
Mstep: Class 23 contains 34958 members 
Mstep: Class 24 contains 10695 members 
Mstep: Class 25 contains 8358 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 8101 members 
Mstep: Class 28 contains 16804 members 
Mstep: Class 29 contains 9370 members 
Mstep: Class 30 contains 89493 members 
Mstep: Class 31 contains 314490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157092992.000000 Penalty: 109915.046875
Iteration 62Q: 32 clusters Score -1.57093e+08 nChanged 16850
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 8046 members 
Mstep: Class 5 contains 63927 members 
Mstep: Class 6 contains 6766 members 
Mstep: Class 7 contains 18309 members 
Mstep: Class 8 contains 42911 members 
Mstep: Class 9 contains 13876 members 
Mstep: Class 10 contains 30765 members 
Mstep: Class 11 contains 68803 members 
Mstep: Class 12 contains 43518 members 
Mstep: Class 13 contains 160262 members 
Mstep: Class 14 contains 17332 members 
Mstep: Class 15 contains 10996 members 
Mstep: Class 16 contains 5428 members 
Mstep: Class 17 contains 146095 members 
Mstep: Class 18 contains 372588 members 
Mstep: Class 19 contains 19982 members 
Mstep: Class 20 contains 3229 members 
Mstep: Class 21 contains 21037 members 
Mstep: Class 22 contains 45961 members 
Mstep: Class 23 contains 35038 members 
Mstep: Class 24 contains 10696 members 
Mstep: Class 25 contains 8385 members 
Mstep: Class 26 contains 12936 members 
Mstep: Class 27 contains 8133 members 
Mstep: Class 28 contains 16785 members 
Mstep: Class 29 contains 9377 members 
Mstep: Class 30 contains 89483 members 
Mstep: Class 31 contains 312687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157087872.000000 Penalty: 109915.046875
Iteration 63Q: 32 clusters Score -1.570879e+08 nChanged 14458
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7636 members 
Mstep: Class 3 contains 2213 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 64153 members 
Mstep: Class 6 contains 6828 members 
Mstep: Class 7 contains 18298 members 
Mstep: Class 8 contains 42830 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 30779 members 
Mstep: Class 11 contains 69508 members 
Mstep: Class 12 contains 43635 members 
Mstep: Class 13 contains 161092 members 
Mstep: Class 14 contains 17481 members 
Mstep: Class 15 contains 10991 members 
Mstep: Class 16 contains 5429 members 
Mstep: Class 17 contains 141853 members 
Mstep: Class 18 contains 375810 members 
Mstep: Class 19 contains 20062 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 20983 members 
Mstep: Class 22 contains 46233 members 
Mstep: Class 23 contains 35157 members 
Mstep: Class 24 contains 10707 members 
Mstep: Class 25 contains 8408 members 
Mstep: Class 26 contains 13000 members 
Mstep: Class 27 contains 8157 members 
Mstep: Class 28 contains 16765 members 
Mstep: Class 29 contains 9374 members 
Mstep: Class 30 contains 89467 members 
Mstep: Class 31 contains 311352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157083744.000000 Penalty: 109915.046875
Iteration 64Q: 32 clusters Score -1.570837e+08 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7639 members 
Mstep: Class 3 contains 2206 members 
Mstep: Class 4 contains 8090 members 
Mstep: Class 5 contains 64361 members 
Mstep: Class 6 contains 6897 members 
Mstep: Class 7 contains 18297 members 
Mstep: Class 8 contains 42767 members 
Mstep: Class 9 contains 13917 members 
Mstep: Class 10 contains 30796 members 
Mstep: Class 11 contains 70225 members 
Mstep: Class 12 contains 43795 members 
Mstep: Class 13 contains 162116 members 
Mstep: Class 14 contains 17632 members 
Mstep: Class 15 contains 10976 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 138208 members 
Mstep: Class 18 contains 377815 members 
Mstep: Class 19 contains 20124 members 
Mstep: Class 20 contains 2924 members 
Mstep: Class 21 contains 20941 members 
Mstep: Class 22 contains 46485 members 
Mstep: Class 23 contains 35236 members 
Mstep: Class 24 contains 10710 members 
Mstep: Class 25 contains 8428 members 
Mstep: Class 26 contains 13050 members 
Mstep: Class 27 contains 8189 members 
Mstep: Class 28 contains 16759 members 
Mstep: Class 29 contains 9360 members 
Mstep: Class 30 contains 89487 members 
Mstep: Class 31 contains 310345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157080624.000000 Penalty: 109915.046875
Iteration 65Q: 32 clusters Score -1.570806e+08 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7654 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 8105 members 
Mstep: Class 5 contains 64580 members 
Mstep: Class 6 contains 6964 members 
Mstep: Class 7 contains 18287 members 
Mstep: Class 8 contains 42718 members 
Mstep: Class 9 contains 13939 members 
Mstep: Class 10 contains 30784 members 
Mstep: Class 11 contains 70883 members 
Mstep: Class 12 contains 43984 members 
Mstep: Class 13 contains 163287 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 10971 members 
Mstep: Class 16 contains 5442 members 
Mstep: Class 17 contains 134997 members 
Mstep: Class 18 contains 379030 members 
Mstep: Class 19 contains 20180 members 
Mstep: Class 20 contains 2836 members 
Mstep: Class 21 contains 20904 members 
Mstep: Class 22 contains 46666 members 
Mstep: Class 23 contains 35352 members 
Mstep: Class 24 contains 10729 members 
Mstep: Class 25 contains 8454 members 
Mstep: Class 26 contains 13092 members 
Mstep: Class 27 contains 8213 members 
Mstep: Class 28 contains 16742 members 
Mstep: Class 29 contains 9360 members 
Mstep: Class 30 contains 89522 members 
Mstep: Class 31 contains 309540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157078416.000000 Penalty: 109915.046875
Iteration 66Q: 32 clusters Score -1.570784e+08 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7681 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 8123 members 
Mstep: Class 5 contains 64810 members 
Mstep: Class 6 contains 7013 members 
Mstep: Class 7 contains 18288 members 
Mstep: Class 8 contains 42678 members 
Mstep: Class 9 contains 13979 members 
Mstep: Class 10 contains 30793 members 
Mstep: Class 11 contains 71477 members 
Mstep: Class 12 contains 44137 members 
Mstep: Class 13 contains 164450 members 
Mstep: Class 14 contains 17925 members 
Mstep: Class 15 contains 10969 members 
Mstep: Class 16 contains 5442 members 
Mstep: Class 17 contains 132110 members 
Mstep: Class 18 contains 379768 members 
Mstep: Class 19 contains 20243 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 20893 members 
Mstep: Class 22 contains 46799 members 
Mstep: Class 23 contains 35463 members 
Mstep: Class 24 contains 10725 members 
Mstep: Class 25 contains 8482 members 
Mstep: Class 26 contains 13134 members 
Mstep: Class 27 contains 8225 members 
Mstep: Class 28 contains 16715 members 
Mstep: Class 29 contains 9368 members 
Mstep: Class 30 contains 89609 members 
Mstep: Class 31 contains 308926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157076816.000000 Penalty: 109915.046875
Iteration 67Q: 32 clusters Score -1.570768e+08 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7703 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 8160 members 
Mstep: Class 5 contains 65027 members 
Mstep: Class 6 contains 7061 members 
Mstep: Class 7 contains 18272 members 
Mstep: Class 8 contains 42664 members 
Mstep: Class 9 contains 14021 members 
Mstep: Class 10 contains 30801 members 
Mstep: Class 11 contains 72007 members 
Mstep: Class 12 contains 44292 members 
Mstep: Class 13 contains 165664 members 
Mstep: Class 14 contains 18026 members 
Mstep: Class 15 contains 10962 members 
Mstep: Class 16 contains 5447 members 
Mstep: Class 17 contains 129702 members 
Mstep: Class 18 contains 380127 members 
Mstep: Class 19 contains 20281 members 
Mstep: Class 20 contains 2753 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 46885 members 
Mstep: Class 23 contains 35517 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 8517 members 
Mstep: Class 26 contains 13157 members 
Mstep: Class 27 contains 8233 members 
Mstep: Class 28 contains 16691 members 
Mstep: Class 29 contains 9369 members 
Mstep: Class 30 contains 89674 members 
Mstep: Class 31 contains 308378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157076240.000000 Penalty: 109915.046875
Iteration 68Q: 32 clusters Score -1.570762e+08 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7704 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 8179 members 
Mstep: Class 5 contains 65205 members 
Mstep: Class 6 contains 7116 members 
Mstep: Class 7 contains 18257 members 
Mstep: Class 8 contains 42641 members 
Mstep: Class 9 contains 14066 members 
Mstep: Class 10 contains 30790 members 
Mstep: Class 11 contains 72518 members 
Mstep: Class 12 contains 44471 members 
Mstep: Class 13 contains 166800 members 
Mstep: Class 14 contains 18137 members 
Mstep: Class 15 contains 10963 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 127472 members 
Mstep: Class 18 contains 380286 members 
Mstep: Class 19 contains 20327 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 20899 members 
Mstep: Class 22 contains 46947 members 
Mstep: Class 23 contains 35589 members 
Mstep: Class 24 contains 10736 members 
Mstep: Class 25 contains 8555 members 
Mstep: Class 26 contains 13186 members 
Mstep: Class 27 contains 8250 members 
Mstep: Class 28 contains 16676 members 
Mstep: Class 29 contains 9364 members 
Mstep: Class 30 contains 89746 members 
Mstep: Class 31 contains 307932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157075424.000000 Penalty: 109915.046875
Iteration 69Q: 32 clusters Score -1.570754e+08 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7713 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 4 contains 8183 members 
Mstep: Class 5 contains 65333 members 
Mstep: Class 6 contains 7164 members 
Mstep: Class 7 contains 18245 members 
Mstep: Class 8 contains 42620 members 
Mstep: Class 9 contains 14115 members 
Mstep: Class 10 contains 30778 members 
Mstep: Class 11 contains 72903 members 
Mstep: Class 12 contains 44631 members 
Mstep: Class 13 contains 167892 members 
Mstep: Class 14 contains 18246 members 
Mstep: Class 15 contains 10969 members 
Mstep: Class 16 contains 5458 members 
Mstep: Class 17 contains 125542 members 
Mstep: Class 18 contains 380361 members 
Mstep: Class 19 contains 20362 members 
Mstep: Class 20 contains 2744 members 
Mstep: Class 21 contains 20902 members 
Mstep: Class 22 contains 47020 members 
Mstep: Class 23 contains 35658 members 
Mstep: Class 24 contains 10706 members 
Mstep: Class 25 contains 8593 members 
Mstep: Class 26 contains 13213 members 
Mstep: Class 27 contains 8266 members 
Mstep: Class 28 contains 16662 members 
Mstep: Class 29 contains 9358 members 
Mstep: Class 30 contains 89872 members 
Mstep: Class 31 contains 307504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157075040.000000 Penalty: 109915.046875
Iteration 70Q: 32 clusters Score -1.57075e+08 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7725 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 65436 members 
Mstep: Class 6 contains 7205 members 
Mstep: Class 7 contains 18234 members 
Mstep: Class 8 contains 42593 members 
Mstep: Class 9 contains 14162 members 
Mstep: Class 10 contains 30759 members 
Mstep: Class 11 contains 73239 members 
Mstep: Class 12 contains 44782 members 
Mstep: Class 13 contains 168912 members 
Mstep: Class 14 contains 18302 members 
Mstep: Class 15 contains 10973 members 
Mstep: Class 16 contains 5456 members 
Mstep: Class 17 contains 123773 members 
Mstep: Class 18 contains 380447 members 
Mstep: Class 19 contains 20409 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 20900 members 
Mstep: Class 22 contains 47081 members 
Mstep: Class 23 contains 35732 members 
Mstep: Class 24 contains 10691 members 
Mstep: Class 25 contains 8639 members 
Mstep: Class 26 contains 13232 members 
Mstep: Class 27 contains 8284 members 
Mstep: Class 28 contains 16653 members 
Mstep: Class 29 contains 9354 members 
Mstep: Class 30 contains 89963 members 
Mstep: Class 31 contains 307137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157074800.000000 Penalty: 109915.046875
Iteration 71Q: 32 clusters Score -1.570748e+08 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7739 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 8197 members 
Mstep: Class 5 contains 65542 members 
Mstep: Class 6 contains 7259 members 
Mstep: Class 7 contains 18206 members 
Mstep: Class 8 contains 42552 members 
Mstep: Class 9 contains 14217 members 
Mstep: Class 10 contains 30746 members 
Mstep: Class 11 contains 73509 members 
Mstep: Class 12 contains 44925 members 
Mstep: Class 13 contains 169869 members 
Mstep: Class 14 contains 18366 members 
Mstep: Class 15 contains 10982 members 
Mstep: Class 16 contains 5454 members 
Mstep: Class 17 contains 122137 members 
Mstep: Class 18 contains 380516 members 
Mstep: Class 19 contains 20481 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 20893 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 35769 members 
Mstep: Class 24 contains 10677 members 
Mstep: Class 25 contains 8677 members 
Mstep: Class 26 contains 13255 members 
Mstep: Class 27 contains 8295 members 
Mstep: Class 28 contains 16640 members 
Mstep: Class 29 contains 9351 members 
Mstep: Class 30 contains 90043 members 
Mstep: Class 31 contains 306821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157074544.000000 Penalty: 109915.046875
Iteration 72Q: 32 clusters Score -1.570745e+08 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7747 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 8204 members 
Mstep: Class 5 contains 65650 members 
Mstep: Class 6 contains 7315 members 
Mstep: Class 7 contains 18177 members 
Mstep: Class 8 contains 42534 members 
Mstep: Class 9 contains 14270 members 
Mstep: Class 10 contains 30752 members 
Mstep: Class 11 contains 73745 members 
Mstep: Class 12 contains 45077 members 
Mstep: Class 13 contains 170798 members 
Mstep: Class 14 contains 18409 members 
Mstep: Class 15 contains 10986 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 120597 members 
Mstep: Class 18 contains 380554 members 
Mstep: Class 19 contains 20546 members 
Mstep: Class 20 contains 2801 members 
Mstep: Class 21 contains 20901 members 
Mstep: Class 22 contains 47130 members 
Mstep: Class 23 contains 35804 members 
Mstep: Class 24 contains 10673 members 
Mstep: Class 25 contains 8726 members 
Mstep: Class 26 contains 13266 members 
Mstep: Class 27 contains 8296 members 
Mstep: Class 28 contains 16629 members 
Mstep: Class 29 contains 9349 members 
Mstep: Class 30 contains 90108 members 
Mstep: Class 31 contains 306519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157074400.000000 Penalty: 109915.046875
Iteration 73Q: 32 clusters Score -1.570744e+08 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7772 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 8213 members 
Mstep: Class 5 contains 65763 members 
Mstep: Class 6 contains 7355 members 
Mstep: Class 7 contains 18151 members 
Mstep: Class 8 contains 42506 members 
Mstep: Class 9 contains 14321 members 
Mstep: Class 10 contains 30762 members 
Mstep: Class 11 contains 73945 members 
Mstep: Class 12 contains 45212 members 
Mstep: Class 13 contains 171697 members 
Mstep: Class 14 contains 18424 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 5444 members 
Mstep: Class 17 contains 119192 members 
Mstep: Class 18 contains 380545 members 
Mstep: Class 19 contains 20614 members 
Mstep: Class 20 contains 2828 members 
Mstep: Class 21 contains 20906 members 
Mstep: Class 22 contains 47127 members 
Mstep: Class 23 contains 35827 members 
Mstep: Class 24 contains 10678 members 
Mstep: Class 25 contains 8788 members 
Mstep: Class 26 contains 13286 members 
Mstep: Class 27 contains 8308 members 
Mstep: Class 28 contains 16619 members 
Mstep: Class 29 contains 9347 members 
Mstep: Class 30 contains 90171 members 
Mstep: Class 31 contains 306219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157074160.000000 Penalty: 109915.046875
Iteration 74Q: 32 clusters Score -1.570742e+08 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7793 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 4 contains 8221 members 
Mstep: Class 5 contains 65887 members 
Mstep: Class 6 contains 7398 members 
Mstep: Class 7 contains 18117 members 
Mstep: Class 8 contains 42478 members 
Mstep: Class 9 contains 14370 members 
Mstep: Class 10 contains 30744 members 
Mstep: Class 11 contains 74079 members 
Mstep: Class 12 contains 45333 members 
Mstep: Class 13 contains 172508 members 
Mstep: Class 14 contains 18463 members 
Mstep: Class 15 contains 11001 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 117882 members 
Mstep: Class 18 contains 380616 members 
Mstep: Class 19 contains 20694 members 
Mstep: Class 20 contains 2869 members 
Mstep: Class 21 contains 20905 members 
Mstep: Class 22 contains 47124 members 
Mstep: Class 23 contains 35861 members 
Mstep: Class 24 contains 10701 members 
Mstep: Class 25 contains 8846 members 
Mstep: Class 26 contains 13300 members 
Mstep: Class 27 contains 8306 members 
Mstep: Class 28 contains 16603 members 
Mstep: Class 29 contains 9336 members 
Mstep: Class 30 contains 90211 members 
Mstep: Class 31 contains 305929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157074096.000000 Penalty: 109915.046875
Iteration 75Q: 32 clusters Score -1.570741e+08 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7827 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 8219 members 
Mstep: Class 5 contains 66001 members 
Mstep: Class 6 contains 7427 members 
Mstep: Class 7 contains 18088 members 
Mstep: Class 8 contains 42457 members 
Mstep: Class 9 contains 14401 members 
Mstep: Class 10 contains 30744 members 
Mstep: Class 11 contains 74181 members 
Mstep: Class 12 contains 45444 members 
Mstep: Class 13 contains 173323 members 
Mstep: Class 14 contains 18497 members 
Mstep: Class 15 contains 11002 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 116642 members 
Mstep: Class 18 contains 380665 members 
Mstep: Class 19 contains 20771 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 47118 members 
Mstep: Class 23 contains 35853 members 
Mstep: Class 24 contains 10722 members 
Mstep: Class 25 contains 8928 members 
Mstep: Class 26 contains 13313 members 
Mstep: Class 27 contains 8316 members 
Mstep: Class 28 contains 16580 members 
Mstep: Class 29 contains 9330 members 
Mstep: Class 30 contains 90257 members 
Mstep: Class 31 contains 305650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157073744.000000 Penalty: 109915.046875
Iteration 76Q: 32 clusters Score -1.570737e+08 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7850 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 8215 members 
Mstep: Class 5 contains 66084 members 
Mstep: Class 6 contains 7458 members 
Mstep: Class 7 contains 18049 members 
Mstep: Class 8 contains 42453 members 
Mstep: Class 9 contains 14455 members 
Mstep: Class 10 contains 30727 members 
Mstep: Class 11 contains 74293 members 
Mstep: Class 12 contains 45528 members 
Mstep: Class 13 contains 174089 members 
Mstep: Class 14 contains 18515 members 
Mstep: Class 15 contains 10999 members 
Mstep: Class 16 contains 5428 members 
Mstep: Class 17 contains 115502 members 
Mstep: Class 18 contains 380750 members 
Mstep: Class 19 contains 20842 members 
Mstep: Class 20 contains 2944 members 
Mstep: Class 21 contains 20922 members 
Mstep: Class 22 contains 47087 members 
Mstep: Class 23 contains 35871 members 
Mstep: Class 24 contains 10724 members 
Mstep: Class 25 contains 9009 members 
Mstep: Class 26 contains 13323 members 
Mstep: Class 27 contains 8322 members 
Mstep: Class 28 contains 16562 members 
Mstep: Class 29 contains 9318 members 
Mstep: Class 30 contains 90299 members 
Mstep: Class 31 contains 305398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157073824.000000 Penalty: 109915.046875
Iteration 77Q: 32 clusters Score -1.570738e+08 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 2195 members 
Mstep: Class 4 contains 8214 members 
Mstep: Class 5 contains 66173 members 
Mstep: Class 6 contains 7482 members 
Mstep: Class 7 contains 18024 members 
Mstep: Class 8 contains 42443 members 
Mstep: Class 9 contains 14527 members 
Mstep: Class 10 contains 30728 members 
Mstep: Class 11 contains 74388 members 
Mstep: Class 12 contains 45592 members 
Mstep: Class 13 contains 174826 members 
Mstep: Class 14 contains 18541 members 
Mstep: Class 15 contains 11008 members 
Mstep: Class 16 contains 5421 members 
Mstep: Class 17 contains 114477 members 
Mstep: Class 18 contains 380787 members 
Mstep: Class 19 contains 20894 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 21 contains 20930 members 
Mstep: Class 22 contains 47065 members 
Mstep: Class 23 contains 35877 members 
Mstep: Class 24 contains 10724 members 
Mstep: Class 25 contains 9060 members 
Mstep: Class 26 contains 13336 members 
Mstep: Class 27 contains 8326 members 
Mstep: Class 28 contains 16544 members 
Mstep: Class 29 contains 9318 members 
Mstep: Class 30 contains 90315 members 
Mstep: Class 31 contains 305136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157073824.000000 Penalty: 109915.046875
Iteration 78Q: 32 clusters Score -1.570738e+08 nChanged 3124
Entering ConstructFrom: 
Score: -157073824.000000 Penalty: 109915.046875
Entering ConstructFrom: 
Trying to split cluster 1 (5190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Entering Unmasked Estep 
Score: -489078.375000 Penalty: 2121.513184
	Iteration 0F: 2 clusters Score -489078.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -484579.781250 Penalty: 4243.026367
	Iteration 0F: 3 clusters Score -484579.8 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -486324.125000 Penalty: 4243.026367
	Iteration 1F: 3 clusters Score -486324.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -487268.812500 Penalty: 4243.026367
	Iteration 2F: 3 clusters Score -487268.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -488400.250000 Penalty: 4243.026367
	Iteration 3F: 3 clusters Score -488400.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -489294.281250 Penalty: 4243.026367
	Iteration 4F: 3 clusters Score -489294.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -489600.781250 Penalty: 4243.026367
	Iteration 5F: 3 clusters Score -489600.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -489693.375000 Penalty: 4243.026367
	Iteration 6Q: 3 clusters Score -489693.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -489731.156250 Penalty: 4243.026367
	Iteration 7Q: 3 clusters Score -489731.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -489749.500000 Penalty: 4243.026367
	Iteration 8Q: 3 clusters Score -489749.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -489761.375000 Penalty: 4243.026367
	Iteration 9Q: 3 clusters Score -489761.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -489769.500000 Penalty: 4243.026367
	Iteration 10Q: 3 clusters Score -489769.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -489775.812500 Penalty: 4243.026367
	Iteration 11Q: 3 clusters Score -489775.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -489779.093750 Penalty: 4243.026367
	Iteration 12Q: 3 clusters Score -489779.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -489781.625000 Penalty: 4243.026367
	Iteration 13Q: 3 clusters Score -489781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -489781.125000 Penalty: 4243.026367
	Iteration 14Q: 3 clusters Score -489781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -489781.218750 Penalty: 4243.026367
	Iteration 15Q: 3 clusters Score -489781.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -489783.531250 Penalty: 4243.026367
	Iteration 16Q: 3 clusters Score -489783.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -489784.562500 Penalty: 4243.026367
	Iteration 17Q: 3 clusters Score -489784.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -489784.656250 Penalty: 4243.026367
	Iteration 18Q: 3 clusters Score -489784.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -489785.250000 Penalty: 4243.026367
	Iteration 19Q: 3 clusters Score -489785.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -489785.187500 Penalty: 4243.026367
	Iteration 20F: 3 clusters Score -489785.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -489786.093750 Penalty: 4243.026367
	Iteration 21Q: 3 clusters Score -489786.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -489786.906250 Penalty: 4243.026367
	Iteration 22Q: 3 clusters Score -489786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -489786.968750 Penalty: 4243.026367
	Iteration 23Q: 3 clusters Score -489787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -489787.781250 Penalty: 4243.026367
	Iteration 24Q: 3 clusters Score -489787.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -489790.875000 Penalty: 4243.026367
	Iteration 25Q: 3 clusters Score -489790.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -489792.875000 Penalty: 4243.026367
	Iteration 26Q: 3 clusters Score -489792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -489793.656250 Penalty: 4243.026367
	Iteration 27Q: 3 clusters Score -489793.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -489796.343750 Penalty: 4243.026367
	Iteration 28Q: 3 clusters Score -489796.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -489800.937500 Penalty: 4243.026367
	Iteration 29Q: 3 clusters Score -489800.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -489806.843750 Penalty: 4243.026367
	Iteration 30Q: 3 clusters Score -489806.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -489812.437500 Penalty: 4243.026367
	Iteration 31Q: 3 clusters Score -489812.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -489822.781250 Penalty: 4243.026367
	Iteration 32Q: 3 clusters Score -489822.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -489830.687500 Penalty: 4243.026367
	Iteration 33Q: 3 clusters Score -489830.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -489835.062500 Penalty: 4243.026367
	Iteration 34Q: 3 clusters Score -489835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -489837.500000 Penalty: 4243.026367
	Iteration 35Q: 3 clusters Score -489837.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -489839.968750 Penalty: 4243.026367
	Iteration 36Q: 3 clusters Score -489840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -489846.937500 Penalty: 4243.026367
	Iteration 37Q: 3 clusters Score -489846.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -489851.781250 Penalty: 4243.026367
	Iteration 38Q: 3 clusters Score -489851.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -489861.187500 Penalty: 4243.026367
	Iteration 39Q: 3 clusters Score -489861.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -489868.093750 Penalty: 4243.026367
	Iteration 40F: 3 clusters Score -489868.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -489880.687500 Penalty: 4243.026367
	Iteration 41Q: 3 clusters Score -489880.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -489908.406250 Penalty: 4243.026367
	Iteration 42Q: 3 clusters Score -489908.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -489944.937500 Penalty: 4243.026367
	Iteration 43Q: 3 clusters Score -489944.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -490003.500000 Penalty: 4243.026367
	Iteration 44Q: 3 clusters Score -490003.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -490049.218750 Penalty: 4243.026367
	Iteration 45Q: 3 clusters Score -490049.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -490104.000000 Penalty: 4243.026367
	Iteration 46Q: 3 clusters Score -490104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -490155.687500 Penalty: 4243.026367
	Iteration 47Q: 3 clusters Score -490155.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -490200.968750 Penalty: 4243.026367
	Iteration 48Q: 3 clusters Score -490201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -490238.781250 Penalty: 4243.026367
	Iteration 49Q: 3 clusters Score -490238.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -490257.093750 Penalty: 4243.026367
	Iteration 50Q: 3 clusters Score -490257.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -490266.562500 Penalty: 4243.026367
	Iteration 51Q: 3 clusters Score -490266.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -490280.625000 Penalty: 4243.026367
	Iteration 52Q: 3 clusters Score -490280.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -490286.500000 Penalty: 4243.026367
	Iteration 53Q: 3 clusters Score -490286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -490290.968750 Penalty: 4243.026367
	Iteration 54Q: 3 clusters Score -490291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -490295.281250 Penalty: 4243.026367
	Iteration 55Q: 3 clusters Score -490295.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -490302.093750 Penalty: 4243.026367
	Iteration 56Q: 3 clusters Score -490302.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -490309.843750 Penalty: 4243.026367
	Iteration 57Q: 3 clusters Score -490309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -490322.343750 Penalty: 4243.026367
	Iteration 58Q: 3 clusters Score -490322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -490336.656250 Penalty: 4243.026367
	Iteration 59Q: 3 clusters Score -490336.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -490341.656250 Penalty: 4243.026367
	Iteration 60F: 3 clusters Score -490341.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -490345.937500 Penalty: 4243.026367
	Iteration 61Q: 3 clusters Score -490345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -490348.937500 Penalty: 4243.026367
	Iteration 62Q: 3 clusters Score -490348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -490350.812500 Penalty: 4243.026367
	Iteration 63Q: 3 clusters Score -490350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -490351.781250 Penalty: 4243.026367
	Iteration 64Q: 3 clusters Score -490351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -490351.781250 Penalty: 4243.026367
	Iteration 65F: 3 clusters Score -490351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7880 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 8211 members 
Mstep: Class 5 contains 66230 members 
Mstep: Class 6 contains 7515 members 
Mstep: Class 7 contains 17989 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 14594 members 
Mstep: Class 10 contains 30719 members 
Mstep: Class 11 contains 74490 members 
Mstep: Class 12 contains 45652 members 
Mstep: Class 13 contains 175603 members 
Mstep: Class 14 contains 18566 members 
Mstep: Class 15 contains 11009 members 
Mstep: Class 16 contains 5414 members 
Mstep: Class 17 contains 113496 members 
Mstep: Class 18 contains 380848 members 
Mstep: Class 19 contains 20956 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 20932 members 
Mstep: Class 22 contains 47024 members 
Mstep: Class 23 contains 35869 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 9117 members 
Mstep: Class 26 contains 13349 members 
Mstep: Class 27 contains 8338 members 
Mstep: Class 28 contains 16522 members 
Mstep: Class 29 contains 9314 members 
Mstep: Class 30 contains 90296 members 
Mstep: Class 31 contains 304862 members 
Mstep: Class 32 contains 1210 members 
Entering Unmasked Estep 
Score: -157073520.000000 Penalty: 113460.695312
Splitting cluster 1 changes total score from -157073824.000000 to -157073520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Entering Unmasked Estep 
Score: -688497.375000 Penalty: 2225.076660
	Iteration 0F: 2 clusters Score -688497.4 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 3927 members 
Entering Unmasked Estep 
Score: -682217.250000 Penalty: 4450.153320
	Iteration 0F: 3 clusters Score -682217.2 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -685203.250000 Penalty: 4450.153320
	Iteration 1F: 3 clusters Score -685203.2 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -687497.937500 Penalty: 4450.153320
	Iteration 2F: 3 clusters Score -687497.9 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -689319.437500 Penalty: 4450.153320
	Iteration 3F: 3 clusters Score -689319.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -690426.250000 Penalty: 4450.153320
	Iteration 4F: 3 clusters Score -690426.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -691018.375000 Penalty: 4450.153320
	Iteration 5F: 3 clusters Score -691018.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -691363.937500 Penalty: 4450.153320
	Iteration 6Q: 3 clusters Score -691363.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -691530.500000 Penalty: 4450.153320
	Iteration 7Q: 3 clusters Score -691530.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -691610.437500 Penalty: 4450.153320
	Iteration 8Q: 3 clusters Score -691610.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -691652.312500 Penalty: 4450.153320
	Iteration 9Q: 3 clusters Score -691652.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -691675.250000 Penalty: 4450.153320
	Iteration 10Q: 3 clusters Score -691675.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -691701.062500 Penalty: 4450.153320
	Iteration 11Q: 3 clusters Score -691701.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -691724.875000 Penalty: 4450.153320
	Iteration 12Q: 3 clusters Score -691724.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -691745.875000 Penalty: 4450.153320
	Iteration 13Q: 3 clusters Score -691745.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -691761.937500 Penalty: 4450.153320
	Iteration 14Q: 3 clusters Score -691761.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -691778.875000 Penalty: 4450.153320
	Iteration 15Q: 3 clusters Score -691778.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -691788.812500 Penalty: 4450.153320
	Iteration 16Q: 3 clusters Score -691788.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -691799.437500 Penalty: 4450.153320
	Iteration 17Q: 3 clusters Score -691799.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -691809.625000 Penalty: 4450.153320
	Iteration 18Q: 3 clusters Score -691809.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -691810.437500 Penalty: 4450.153320
	Iteration 19Q: 3 clusters Score -691810.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -691814.875000 Penalty: 4450.153320
	Iteration 20F: 3 clusters Score -691814.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -691819.750000 Penalty: 4450.153320
	Iteration 21Q: 3 clusters Score -691819.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -691821.687500 Penalty: 4450.153320
	Iteration 22Q: 3 clusters Score -691821.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -691826.125000 Penalty: 4450.153320
	Iteration 23Q: 3 clusters Score -691826.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -691831.937500 Penalty: 4450.153320
	Iteration 24Q: 3 clusters Score -691831.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -691835.687500 Penalty: 4450.153320
	Iteration 25Q: 3 clusters Score -691835.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -691840.250000 Penalty: 4450.153320
	Iteration 26Q: 3 clusters Score -691840.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -691841.875000 Penalty: 4450.153320
	Iteration 27Q: 3 clusters Score -691841.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -691844.437500 Penalty: 4450.153320
	Iteration 28Q: 3 clusters Score -691844.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -691847.125000 Penalty: 4450.153320
	Iteration 29Q: 3 clusters Score -691847.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -691849.500000 Penalty: 4450.153320
	Iteration 30Q: 3 clusters Score -691849.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -691850.812500 Penalty: 4450.153320
	Iteration 31Q: 3 clusters Score -691850.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -691854.312500 Penalty: 4450.153320
	Iteration 32Q: 3 clusters Score -691854.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -691855.625000 Penalty: 4450.153320
	Iteration 33Q: 3 clusters Score -691855.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -691858.875000 Penalty: 4450.153320
	Iteration 34Q: 3 clusters Score -691858.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -691860.750000 Penalty: 4450.153320
	Iteration 35Q: 3 clusters Score -691860.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -691863.750000 Penalty: 4450.153320
	Iteration 36Q: 3 clusters Score -691863.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -691865.562500 Penalty: 4450.153320
	Iteration 37Q: 3 clusters Score -691865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -691866.437500 Penalty: 4450.153320
	Iteration 38Q: 3 clusters Score -691866.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -691868.250000 Penalty: 4450.153320
	Iteration 39Q: 3 clusters Score -691868.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -691868.437500 Penalty: 4450.153320
	Iteration 40F: 3 clusters Score -691868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -691868.500000 Penalty: 4450.153320
	Iteration 41Q: 3 clusters Score -691868.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -691867.187500 Penalty: 4450.153320
	Iteration 42Q: 3 clusters Score -691867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -691869.437500 Penalty: 4450.153320
	Iteration 43Q: 3 clusters Score -691869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -691871.000000 Penalty: 4450.153320
	Iteration 44Q: 3 clusters Score -691871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -691868.437500 Penalty: 4450.153320
	Iteration 45Q: 3 clusters Score -691868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -691869.750000 Penalty: 4450.153320
	Iteration 46Q: 3 clusters Score -691869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -691872.000000 Penalty: 4450.153320
	Iteration 47Q: 3 clusters Score -691872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -691872.000000 Penalty: 4450.153320
	Iteration 48F: 3 clusters Score -691872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5020 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 8211 members 
Mstep: Class 5 contains 66230 members 
Mstep: Class 6 contains 7515 members 
Mstep: Class 7 contains 17989 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 14594 members 
Mstep: Class 10 contains 30719 members 
Mstep: Class 11 contains 74490 members 
Mstep: Class 12 contains 45652 members 
Mstep: Class 13 contains 175603 members 
Mstep: Class 14 contains 18566 members 
Mstep: Class 15 contains 11009 members 
Mstep: Class 16 contains 5414 members 
Mstep: Class 17 contains 113496 members 
Mstep: Class 18 contains 380848 members 
Mstep: Class 19 contains 20956 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 20932 members 
Mstep: Class 22 contains 47024 members 
Mstep: Class 23 contains 35869 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 9117 members 
Mstep: Class 26 contains 13349 members 
Mstep: Class 27 contains 8338 members 
Mstep: Class 28 contains 16522 members 
Mstep: Class 29 contains 9314 members 
Mstep: Class 30 contains 90296 members 
Mstep: Class 31 contains 304862 members 
Mstep: Class 32 contains 2860 members 
Entering Unmasked Estep 
Score: -157076624.000000 Penalty: 113460.695312
Splitting cluster 2 changes total score from -157073824.000000 to -157076624.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 3 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -207063.359375 Penalty: 1907.870361
	Iteration 0F: 2 clusters Score -207063.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -204381.359375 Penalty: 3815.740723
	Iteration 0F: 3 clusters Score -204381.4 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -204962.671875 Penalty: 3815.740723
	Iteration 1F: 3 clusters Score -204962.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -205145.875000 Penalty: 3815.740723
	Iteration 2F: 3 clusters Score -205145.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -205279.625000 Penalty: 3815.740723
	Iteration 3F: 3 clusters Score -205279.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -205382.062500 Penalty: 3815.740723
	Iteration 4F: 3 clusters Score -205382.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -205482.671875 Penalty: 3815.740723
	Iteration 5Q: 3 clusters Score -205482.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -205571.750000 Penalty: 3815.740723
	Iteration 6Q: 3 clusters Score -205571.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -205644.906250 Penalty: 3815.740723
	Iteration 7Q: 3 clusters Score -205644.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -205717.421875 Penalty: 3815.740723
	Iteration 8Q: 3 clusters Score -205717.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -205785.125000 Penalty: 3815.740723
	Iteration 9Q: 3 clusters Score -205785.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -205841.187500 Penalty: 3815.740723
	Iteration 10Q: 3 clusters Score -205841.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -205894.968750 Penalty: 3815.740723
	Iteration 11Q: 3 clusters Score -205895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -205930.921875 Penalty: 3815.740723
	Iteration 12Q: 3 clusters Score -205930.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -205969.359375 Penalty: 3815.740723
	Iteration 13Q: 3 clusters Score -205969.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -205997.203125 Penalty: 3815.740723
	Iteration 14Q: 3 clusters Score -205997.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -206012.437500 Penalty: 3815.740723
	Iteration 15Q: 3 clusters Score -206012.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -206025.015625 Penalty: 3815.740723
	Iteration 16Q: 3 clusters Score -206025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -206032.750000 Penalty: 3815.740723
	Iteration 17Q: 3 clusters Score -206032.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -206042.062500 Penalty: 3815.740723
	Iteration 18Q: 3 clusters Score -206042.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -206050.484375 Penalty: 3815.740723
	Iteration 19Q: 3 clusters Score -206050.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -206058.937500 Penalty: 3815.740723
	Iteration 20F: 3 clusters Score -206058.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -206063.562500 Penalty: 3815.740723
	Iteration 21Q: 3 clusters Score -206063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -206067.390625 Penalty: 3815.740723
	Iteration 22Q: 3 clusters Score -206067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -206068.093750 Penalty: 3815.740723
	Iteration 23Q: 3 clusters Score -206068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -206068.328125 Penalty: 3815.740723
	Iteration 24Q: 3 clusters Score -206068.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -206068.328125 Penalty: 3815.740723
	Iteration 25F: 3 clusters Score -206068.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Entering Unmasked Estep 
Score: -821827.562500 Penalty: 2235.281006
	Iteration 0F: 2 clusters Score -821827.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -815257.500000 Penalty: 4470.562012
	Iteration 0F: 3 clusters Score -815257.5 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -817171.250000 Penalty: 4470.562012
	Iteration 1F: 3 clusters Score -817171.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -817577.312500 Penalty: 4470.562012
	Iteration 2F: 3 clusters Score -817577.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -817906.875000 Penalty: 4470.562012
	Iteration 3F: 3 clusters Score -817906.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -818149.812500 Penalty: 4470.562012
	Iteration 4F: 3 clusters Score -818149.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -818357.062500 Penalty: 4470.562012
	Iteration 5Q: 3 clusters Score -818357.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -818569.937500 Penalty: 4470.562012
	Iteration 6Q: 3 clusters Score -818569.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -818751.000000 Penalty: 4470.562012
	Iteration 7Q: 3 clusters Score -818751 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -818899.562500 Penalty: 4470.562012
	Iteration 8Q: 3 clusters Score -818899.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -819028.250000 Penalty: 4470.562012
	Iteration 9Q: 3 clusters Score -819028.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -819162.125000 Penalty: 4470.562012
	Iteration 10Q: 3 clusters Score -819162.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -819273.687500 Penalty: 4470.562012
	Iteration 11Q: 3 clusters Score -819273.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -819347.562500 Penalty: 4470.562012
	Iteration 12Q: 3 clusters Score -819347.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -819402.312500 Penalty: 4470.562012
	Iteration 13Q: 3 clusters Score -819402.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -819443.937500 Penalty: 4470.562012
	Iteration 14Q: 3 clusters Score -819443.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -819487.125000 Penalty: 4470.562012
	Iteration 15Q: 3 clusters Score -819487.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -819534.187500 Penalty: 4470.562012
	Iteration 16Q: 3 clusters Score -819534.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -819577.687500 Penalty: 4470.562012
	Iteration 17Q: 3 clusters Score -819577.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -819608.000000 Penalty: 4470.562012
	Iteration 18Q: 3 clusters Score -819608 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -819638.250000 Penalty: 4470.562012
	Iteration 19Q: 3 clusters Score -819638.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -819663.750000 Penalty: 4470.562012
	Iteration 20F: 3 clusters Score -819663.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -819691.937500 Penalty: 4470.562012
	Iteration 21Q: 3 clusters Score -819691.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -819719.875000 Penalty: 4470.562012
	Iteration 22Q: 3 clusters Score -819719.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -819738.250000 Penalty: 4470.562012
	Iteration 23Q: 3 clusters Score -819738.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -819748.125000 Penalty: 4470.562012
	Iteration 24Q: 3 clusters Score -819748.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -819758.500000 Penalty: 4470.562012
	Iteration 25Q: 3 clusters Score -819758.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -819767.875000 Penalty: 4470.562012
	Iteration 26Q: 3 clusters Score -819767.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -819779.250000 Penalty: 4470.562012
	Iteration 27Q: 3 clusters Score -819779.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -819788.437500 Penalty: 4470.562012
	Iteration 28Q: 3 clusters Score -819788.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -819797.875000 Penalty: 4470.562012
	Iteration 29Q: 3 clusters Score -819797.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -819810.000000 Penalty: 4470.562012
	Iteration 30Q: 3 clusters Score -819810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -819813.437500 Penalty: 4470.562012
	Iteration 31Q: 3 clusters Score -819813.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -819816.937500 Penalty: 4470.562012
	Iteration 32Q: 3 clusters Score -819816.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -819819.250000 Penalty: 4470.562012
	Iteration 33Q: 3 clusters Score -819819.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -819823.687500 Penalty: 4470.562012
	Iteration 34Q: 3 clusters Score -819823.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -819825.187500 Penalty: 4470.562012
	Iteration 35Q: 3 clusters Score -819825.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -819827.187500 Penalty: 4470.562012
	Iteration 36Q: 3 clusters Score -819827.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -819830.937500 Penalty: 4470.562012
	Iteration 37Q: 3 clusters Score -819830.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -819834.125000 Penalty: 4470.562012
	Iteration 38Q: 3 clusters Score -819834.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -819837.062500 Penalty: 4470.562012
	Iteration 39Q: 3 clusters Score -819837.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -819839.875000 Penalty: 4470.562012
	Iteration 40F: 3 clusters Score -819839.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -819843.562500 Penalty: 4470.562012
	Iteration 41Q: 3 clusters Score -819843.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -819844.687500 Penalty: 4470.562012
	Iteration 42Q: 3 clusters Score -819844.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -819846.250000 Penalty: 4470.562012
	Iteration 43Q: 3 clusters Score -819846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -819846.187500 Penalty: 4470.562012
	Iteration 44Q: 3 clusters Score -819846.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -819851.562500 Penalty: 4470.562012
	Iteration 45Q: 3 clusters Score -819851.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -819850.187500 Penalty: 4470.562012
	Iteration 46Q: 3 clusters Score -819850.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -819851.187500 Penalty: 4470.562012
	Iteration 47Q: 3 clusters Score -819851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -819853.000000 Penalty: 4470.562012
	Iteration 48Q: 3 clusters Score -819853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -819852.687500 Penalty: 4470.562012
	Iteration 49Q: 3 clusters Score -819852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -819855.812500 Penalty: 4470.562012
	Iteration 50Q: 3 clusters Score -819855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -819855.500000 Penalty: 4470.562012
	Iteration 51Q: 3 clusters Score -819855.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -819855.187500 Penalty: 4470.562012
	Iteration 52Q: 3 clusters Score -819855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -819854.812500 Penalty: 4470.562012
	Iteration 53Q: 3 clusters Score -819854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -819855.625000 Penalty: 4470.562012
	Iteration 54Q: 3 clusters Score -819855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -819856.687500 Penalty: 4470.562012
	Iteration 55Q: 3 clusters Score -819856.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -819856.812500 Penalty: 4470.562012
	Iteration 56Q: 3 clusters Score -819856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -819855.375000 Penalty: 4470.562012
	Iteration 57Q: 3 clusters Score -819855.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -819855.375000 Penalty: 4470.562012
	Iteration 58F: 3 clusters Score -819855.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Entering Unmasked Estep 
Score: -6736737.000000 Penalty: 2753.020508
	Iteration 0F: 2 clusters Score -6736737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -6692186.000000 Penalty: 5506.041016
	Iteration 0F: 3 clusters Score -6692186 nChanged 30905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -6709810.500000 Penalty: 5506.041016
	Iteration 1F: 3 clusters Score -6709810 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -6710605.000000 Penalty: 5506.041016
	Iteration 2Q: 3 clusters Score -6710605 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -6711549.500000 Penalty: 5506.041016
	Iteration 3Q: 3 clusters Score -6711550 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -6712665.000000 Penalty: 5506.041016
	Iteration 4Q: 3 clusters Score -6712665 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -6714205.500000 Penalty: 5506.041016
	Iteration 5Q: 3 clusters Score -6714206 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -6716164.500000 Penalty: 5506.041016
	Iteration 6F: 3 clusters Score -6716164 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -6718739.000000 Penalty: 5506.041016
	Iteration 7F: 3 clusters Score -6718739 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -6721749.000000 Penalty: 5506.041016
	Iteration 8F: 3 clusters Score -6721749 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -6724876.000000 Penalty: 5506.041016
	Iteration 9F: 3 clusters Score -6724876 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -6727440.500000 Penalty: 5506.041016
	Iteration 10Q: 3 clusters Score -6727440 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -6729291.500000 Penalty: 5506.041016
	Iteration 11Q: 3 clusters Score -6729292 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -6730610.500000 Penalty: 5506.041016
	Iteration 12Q: 3 clusters Score -6730610 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -6731518.500000 Penalty: 5506.041016
	Iteration 13Q: 3 clusters Score -6731518 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 60172 members 
Entering Unmasked Estep 
Score: -6732052.500000 Penalty: 5506.041016
	Iteration 14Q: 3 clusters Score -6732052 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -6732493.000000 Penalty: 5506.041016
	Iteration 15Q: 3 clusters Score -6732493 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -6732808.000000 Penalty: 5506.041016
	Iteration 16Q: 3 clusters Score -6732808 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -6733054.000000 Penalty: 5506.041016
	Iteration 17Q: 3 clusters Score -6733054 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -6733274.500000 Penalty: 5506.041016
	Iteration 18Q: 3 clusters Score -6733274 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -6733394.500000 Penalty: 5506.041016
	Iteration 19Q: 3 clusters Score -6733394 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 63223 members 
Entering Unmasked Estep 
Score: -6733551.000000 Penalty: 5506.041016
	Iteration 20F: 3 clusters Score -6733551 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -6733648.000000 Penalty: 5506.041016
	Iteration 21Q: 3 clusters Score -6733648 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -6733725.500000 Penalty: 5506.041016
	Iteration 22Q: 3 clusters Score -6733726 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -6733808.000000 Penalty: 5506.041016
	Iteration 23Q: 3 clusters Score -6733808 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -6733874.000000 Penalty: 5506.041016
	Iteration 24Q: 3 clusters Score -6733874 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -6733942.500000 Penalty: 5506.041016
	Iteration 25Q: 3 clusters Score -6733942 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 64446 members 
Entering Unmasked Estep 
Score: -6734000.000000 Penalty: 5506.041016
	Iteration 26Q: 3 clusters Score -6734000 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -6734059.500000 Penalty: 5506.041016
	Iteration 27Q: 3 clusters Score -6734060 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -6734122.000000 Penalty: 5506.041016
	Iteration 28Q: 3 clusters Score -6734122 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 64828 members 
Entering Unmasked Estep 
Score: -6734148.000000 Penalty: 5506.041016
	Iteration 29Q: 3 clusters Score -6734148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -6734185.500000 Penalty: 5506.041016
	Iteration 30Q: 3 clusters Score -6734186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -6734213.000000 Penalty: 5506.041016
	Iteration 31Q: 3 clusters Score -6734213 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -6734237.500000 Penalty: 5506.041016
	Iteration 32Q: 3 clusters Score -6734238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -6734272.000000 Penalty: 5506.041016
	Iteration 33Q: 3 clusters Score -6734272 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
Score: -6734307.000000 Penalty: 5506.041016
	Iteration 34Q: 3 clusters Score -6734307 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 65228 members 
Entering Unmasked Estep 
Score: -6734338.500000 Penalty: 5506.041016
	Iteration 35Q: 3 clusters Score -6734338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -6734340.000000 Penalty: 5506.041016
	Iteration 36Q: 3 clusters Score -6734340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -6734348.000000 Penalty: 5506.041016
	Iteration 37Q: 3 clusters Score -6734348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -6734375.000000 Penalty: 5506.041016
	Iteration 38Q: 3 clusters Score -6734375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -6734388.000000 Penalty: 5506.041016
	Iteration 39Q: 3 clusters Score -6734388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -6734394.500000 Penalty: 5506.041016
	Iteration 40F: 3 clusters Score -6734394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -6734413.000000 Penalty: 5506.041016
	Iteration 41Q: 3 clusters Score -6734413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -6734414.500000 Penalty: 5506.041016
	Iteration 42Q: 3 clusters Score -6734414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -6734434.000000 Penalty: 5506.041016
	Iteration 43Q: 3 clusters Score -6734434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -6734430.000000 Penalty: 5506.041016
	Iteration 44Q: 3 clusters Score -6734430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -6734427.500000 Penalty: 5506.041016
	Iteration 45Q: 3 clusters Score -6734428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -6734435.500000 Penalty: 5506.041016
	Iteration 46Q: 3 clusters Score -6734436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -6734432.500000 Penalty: 5506.041016
	Iteration 47Q: 3 clusters Score -6734432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -6734440.500000 Penalty: 5506.041016
	Iteration 48Q: 3 clusters Score -6734440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -6734450.500000 Penalty: 5506.041016
	Iteration 49Q: 3 clusters Score -6734450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -6734450.000000 Penalty: 5506.041016
	Iteration 50Q: 3 clusters Score -6734450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -6734450.000000 Penalty: 5506.041016
	Iteration 51F: 3 clusters Score -6734450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Entering Unmasked Estep 
Score: -642274.000000 Penalty: 2213.314697
	Iteration 0F: 2 clusters Score -642274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -636256.187500 Penalty: 4426.629395
	Iteration 0F: 3 clusters Score -636256.2 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -638082.750000 Penalty: 4426.629395
	Iteration 1F: 3 clusters Score -638082.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -638531.562500 Penalty: 4426.629395
	Iteration 2F: 3 clusters Score -638531.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -638922.937500 Penalty: 4426.629395
	Iteration 3F: 3 clusters Score -638922.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -639244.375000 Penalty: 4426.629395
	Iteration 4F: 3 clusters Score -639244.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -639497.500000 Penalty: 4426.629395
	Iteration 5Q: 3 clusters Score -639497.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -639690.312500 Penalty: 4426.629395
	Iteration 6Q: 3 clusters Score -639690.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -639840.187500 Penalty: 4426.629395
	Iteration 7Q: 3 clusters Score -639840.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -639970.125000 Penalty: 4426.629395
	Iteration 8Q: 3 clusters Score -639970.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -640080.812500 Penalty: 4426.629395
	Iteration 9Q: 3 clusters Score -640080.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -640183.625000 Penalty: 4426.629395
	Iteration 10Q: 3 clusters Score -640183.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -640267.625000 Penalty: 4426.629395
	Iteration 11Q: 3 clusters Score -640267.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -640356.125000 Penalty: 4426.629395
	Iteration 12Q: 3 clusters Score -640356.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -640455.875000 Penalty: 4426.629395
	Iteration 13Q: 3 clusters Score -640455.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -640588.250000 Penalty: 4426.629395
	Iteration 14Q: 3 clusters Score -640588.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -640709.125000 Penalty: 4426.629395
	Iteration 15Q: 3 clusters Score -640709.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -640847.375000 Penalty: 4426.629395
	Iteration 16Q: 3 clusters Score -640847.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -641010.187500 Penalty: 4426.629395
	Iteration 17Q: 3 clusters Score -641010.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -641199.000000 Penalty: 4426.629395
	Iteration 18Q: 3 clusters Score -641199 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -641441.375000 Penalty: 4426.629395
	Iteration 19Q: 3 clusters Score -641441.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -641610.562500 Penalty: 4426.629395
	Iteration 20F: 3 clusters Score -641610.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -641694.187500 Penalty: 4426.629395
	Iteration 21Q: 3 clusters Score -641694.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -641739.312500 Penalty: 4426.629395
	Iteration 22Q: 3 clusters Score -641739.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -641772.437500 Penalty: 4426.629395
	Iteration 23Q: 3 clusters Score -641772.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -641796.375000 Penalty: 4426.629395
	Iteration 24Q: 3 clusters Score -641796.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -641821.187500 Penalty: 4426.629395
	Iteration 25Q: 3 clusters Score -641821.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -641838.312500 Penalty: 4426.629395
	Iteration 26Q: 3 clusters Score -641838.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -641850.062500 Penalty: 4426.629395
	Iteration 27Q: 3 clusters Score -641850.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -641866.250000 Penalty: 4426.629395
	Iteration 28Q: 3 clusters Score -641866.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -641879.937500 Penalty: 4426.629395
	Iteration 29Q: 3 clusters Score -641879.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -641892.062500 Penalty: 4426.629395
	Iteration 30Q: 3 clusters Score -641892.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -641902.125000 Penalty: 4426.629395
	Iteration 31Q: 3 clusters Score -641902.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -641908.562500 Penalty: 4426.629395
	Iteration 32Q: 3 clusters Score -641908.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -641920.500000 Penalty: 4426.629395
	Iteration 33Q: 3 clusters Score -641920.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -641947.437500 Penalty: 4426.629395
	Iteration 34Q: 3 clusters Score -641947.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -641983.875000 Penalty: 4426.629395
	Iteration 35Q: 3 clusters Score -641983.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -642016.062500 Penalty: 4426.629395
	Iteration 36Q: 3 clusters Score -642016.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -642053.937500 Penalty: 4426.629395
	Iteration 37Q: 3 clusters Score -642053.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -642094.500000 Penalty: 4426.629395
	Iteration 38Q: 3 clusters Score -642094.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -642116.687500 Penalty: 4426.629395
	Iteration 39Q: 3 clusters Score -642116.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -642137.812500 Penalty: 4426.629395
	Iteration 40F: 3 clusters Score -642137.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -642154.937500 Penalty: 4426.629395
	Iteration 41Q: 3 clusters Score -642154.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -642166.312500 Penalty: 4426.629395
	Iteration 42Q: 3 clusters Score -642166.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -642173.187500 Penalty: 4426.629395
	Iteration 43Q: 3 clusters Score -642173.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -642180.875000 Penalty: 4426.629395
	Iteration 44Q: 3 clusters Score -642180.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -642188.312500 Penalty: 4426.629395
	Iteration 45Q: 3 clusters Score -642188.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -642191.312500 Penalty: 4426.629395
	Iteration 46Q: 3 clusters Score -642191.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -642197.500000 Penalty: 4426.629395
	Iteration 47Q: 3 clusters Score -642197.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -642206.687500 Penalty: 4426.629395
	Iteration 48Q: 3 clusters Score -642206.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -642214.625000 Penalty: 4426.629395
	Iteration 49Q: 3 clusters Score -642214.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -642221.125000 Penalty: 4426.629395
	Iteration 50Q: 3 clusters Score -642221.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -642227.062500 Penalty: 4426.629395
	Iteration 51Q: 3 clusters Score -642227.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -642228.437500 Penalty: 4426.629395
	Iteration 52Q: 3 clusters Score -642228.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -642231.812500 Penalty: 4426.629395
	Iteration 53Q: 3 clusters Score -642231.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -642235.312500 Penalty: 4426.629395
	Iteration 54Q: 3 clusters Score -642235.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -642239.375000 Penalty: 4426.629395
	Iteration 55Q: 3 clusters Score -642239.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -642240.875000 Penalty: 4426.629395
	Iteration 56Q: 3 clusters Score -642240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -642243.125000 Penalty: 4426.629395
	Iteration 57Q: 3 clusters Score -642243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -642242.250000 Penalty: 4426.629395
	Iteration 58Q: 3 clusters Score -642242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -642242.937500 Penalty: 4426.629395
	Iteration 59Q: 3 clusters Score -642242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -642242.937500 Penalty: 4426.629395
	Iteration 60F: 3 clusters Score -642242.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -642245.562500 Penalty: 4426.629395
	Iteration 61Q: 3 clusters Score -642245.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -642245.875000 Penalty: 4426.629395
	Iteration 62Q: 3 clusters Score -642245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -642245.875000 Penalty: 4426.629395
	Iteration 63F: 3 clusters Score -642245.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Entering Unmasked Estep 
Score: -1750072.125000 Penalty: 2429.783936
	Iteration 0F: 2 clusters Score -1750072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1737259.500000 Penalty: 4859.567871
	Iteration 0F: 3 clusters Score -1737260 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1741876.750000 Penalty: 4859.567871
	Iteration 1F: 3 clusters Score -1741877 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1742753.375000 Penalty: 4859.567871
	Iteration 2F: 3 clusters Score -1742753 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1743765.875000 Penalty: 4859.567871
	Iteration 3F: 3 clusters Score -1743766 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1744729.000000 Penalty: 4859.567871
	Iteration 4F: 3 clusters Score -1744729 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1745521.125000 Penalty: 4859.567871
	Iteration 5F: 3 clusters Score -1745521 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1746116.500000 Penalty: 4859.567871
	Iteration 6F: 3 clusters Score -1746116 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1746546.750000 Penalty: 4859.567871
	Iteration 7Q: 3 clusters Score -1746547 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1746824.375000 Penalty: 4859.567871
	Iteration 8Q: 3 clusters Score -1746824 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1747044.625000 Penalty: 4859.567871
	Iteration 9Q: 3 clusters Score -1747045 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1747197.500000 Penalty: 4859.567871
	Iteration 10Q: 3 clusters Score -1747198 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1747329.125000 Penalty: 4859.567871
	Iteration 11Q: 3 clusters Score -1747329 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1747429.250000 Penalty: 4859.567871
	Iteration 12Q: 3 clusters Score -1747429 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1747519.125000 Penalty: 4859.567871
	Iteration 13Q: 3 clusters Score -1747519 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1747592.125000 Penalty: 4859.567871
	Iteration 14Q: 3 clusters Score -1747592 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1747668.250000 Penalty: 4859.567871
	Iteration 15Q: 3 clusters Score -1747668 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1747723.500000 Penalty: 4859.567871
	Iteration 16Q: 3 clusters Score -1747724 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1747770.250000 Penalty: 4859.567871
	Iteration 17Q: 3 clusters Score -1747770 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1747816.750000 Penalty: 4859.567871
	Iteration 18Q: 3 clusters Score -1747817 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1747886.750000 Penalty: 4859.567871
	Iteration 19Q: 3 clusters Score -1747887 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1747945.625000 Penalty: 4859.567871
	Iteration 20F: 3 clusters Score -1747946 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1747987.875000 Penalty: 4859.567871
	Iteration 21Q: 3 clusters Score -1747988 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1748047.875000 Penalty: 4859.567871
	Iteration 22Q: 3 clusters Score -1748048 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1748109.875000 Penalty: 4859.567871
	Iteration 23Q: 3 clusters Score -1748110 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1748169.375000 Penalty: 4859.567871
	Iteration 24Q: 3 clusters Score -1748169 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1748233.000000 Penalty: 4859.567871
	Iteration 25Q: 3 clusters Score -1748233 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1748289.125000 Penalty: 4859.567871
	Iteration 26Q: 3 clusters Score -1748289 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1748346.750000 Penalty: 4859.567871
	Iteration 27Q: 3 clusters Score -1748347 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1748403.000000 Penalty: 4859.567871
	Iteration 28Q: 3 clusters Score -1748403 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1748448.750000 Penalty: 4859.567871
	Iteration 29Q: 3 clusters Score -1748449 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1748489.375000 Penalty: 4859.567871
	Iteration 30Q: 3 clusters Score -1748489 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1748533.000000 Penalty: 4859.567871
	Iteration 31Q: 3 clusters Score -1748533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1748568.500000 Penalty: 4859.567871
	Iteration 32Q: 3 clusters Score -1748568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1748589.500000 Penalty: 4859.567871
	Iteration 33Q: 3 clusters Score -1748590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1748614.125000 Penalty: 4859.567871
	Iteration 34Q: 3 clusters Score -1748614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1748629.500000 Penalty: 4859.567871
	Iteration 35Q: 3 clusters Score -1748630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1748657.500000 Penalty: 4859.567871
	Iteration 36Q: 3 clusters Score -1748658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1748670.375000 Penalty: 4859.567871
	Iteration 37Q: 3 clusters Score -1748670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1748686.875000 Penalty: 4859.567871
	Iteration 38Q: 3 clusters Score -1748687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1748698.250000 Penalty: 4859.567871
	Iteration 39Q: 3 clusters Score -1748698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1748713.625000 Penalty: 4859.567871
	Iteration 40F: 3 clusters Score -1748714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1748728.375000 Penalty: 4859.567871
	Iteration 41Q: 3 clusters Score -1748728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1748727.875000 Penalty: 4859.567871
	Iteration 42Q: 3 clusters Score -1748728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1748740.875000 Penalty: 4859.567871
	Iteration 43Q: 3 clusters Score -1748741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1748748.125000 Penalty: 4859.567871
	Iteration 44Q: 3 clusters Score -1748748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1748752.000000 Penalty: 4859.567871
	Iteration 45Q: 3 clusters Score -1748752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1748756.125000 Penalty: 4859.567871
	Iteration 46Q: 3 clusters Score -1748756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1748765.250000 Penalty: 4859.567871
	Iteration 47Q: 3 clusters Score -1748765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1748778.125000 Penalty: 4859.567871
	Iteration 48Q: 3 clusters Score -1748778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1748789.125000 Penalty: 4859.567871
	Iteration 49Q: 3 clusters Score -1748789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1748789.125000 Penalty: 4859.567871
	Iteration 50Q: 3 clusters Score -1748789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1748804.375000 Penalty: 4859.567871
	Iteration 51Q: 3 clusters Score -1748804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1748813.875000 Penalty: 4859.567871
	Iteration 52Q: 3 clusters Score -1748814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1748814.875000 Penalty: 4859.567871
	Iteration 53Q: 3 clusters Score -1748815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1748819.625000 Penalty: 4859.567871
	Iteration 54Q: 3 clusters Score -1748820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1748827.000000 Penalty: 4859.567871
	Iteration 55Q: 3 clusters Score -1748827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1748836.125000 Penalty: 4859.567871
	Iteration 56Q: 3 clusters Score -1748836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1748841.500000 Penalty: 4859.567871
	Iteration 57Q: 3 clusters Score -1748842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1748854.125000 Penalty: 4859.567871
	Iteration 58Q: 3 clusters Score -1748854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1748864.250000 Penalty: 4859.567871
	Iteration 59Q: 3 clusters Score -1748864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1748873.625000 Penalty: 4859.567871
	Iteration 60F: 3 clusters Score -1748874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1748878.000000 Penalty: 4859.567871
	Iteration 61Q: 3 clusters Score -1748878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1748880.250000 Penalty: 4859.567871
	Iteration 62Q: 3 clusters Score -1748880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1748881.750000 Penalty: 4859.567871
	Iteration 63Q: 3 clusters Score -1748882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1748884.500000 Penalty: 4859.567871
	Iteration 64Q: 3 clusters Score -1748884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1748884.000000 Penalty: 4859.567871
	Iteration 65Q: 3 clusters Score -1748884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1748886.875000 Penalty: 4859.567871
	Iteration 66Q: 3 clusters Score -1748887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1748888.125000 Penalty: 4859.567871
	Iteration 67Q: 3 clusters Score -1748888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1748886.250000 Penalty: 4859.567871
	Iteration 68Q: 3 clusters Score -1748886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1748888.000000 Penalty: 4859.567871
	Iteration 69Q: 3 clusters Score -1748888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1748889.375000 Penalty: 4859.567871
	Iteration 70Q: 3 clusters Score -1748889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1748886.750000 Penalty: 4859.567871
	Iteration 71Q: 3 clusters Score -1748887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1748890.125000 Penalty: 4859.567871
	Iteration 72Q: 3 clusters Score -1748890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1748893.000000 Penalty: 4859.567871
	Iteration 73Q: 3 clusters Score -1748893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1748893.000000 Penalty: 4859.567871
	Iteration 74F: 3 clusters Score -1748893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Entering Unmasked Estep 
Score: -4191483.750000 Penalty: 2642.609131
	Iteration 0F: 2 clusters Score -4191484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4162697.000000 Penalty: 5285.218262
	Iteration 0F: 3 clusters Score -4162697 nChanged 19541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -4173478.750000 Penalty: 5285.218262
	Iteration 1F: 3 clusters Score -4173479 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -4174110.750000 Penalty: 5285.218262
	Iteration 2Q: 3 clusters Score -4174111 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -4174857.250000 Penalty: 5285.218262
	Iteration 3Q: 3 clusters Score -4174857 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -4175791.250000 Penalty: 5285.218262
	Iteration 4F: 3 clusters Score -4175791 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -4177043.500000 Penalty: 5285.218262
	Iteration 5F: 3 clusters Score -4177044 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -4178719.250000 Penalty: 5285.218262
	Iteration 6F: 3 clusters Score -4178719 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -4180753.750000 Penalty: 5285.218262
	Iteration 7F: 3 clusters Score -4180754 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4182875.000000 Penalty: 5285.218262
	Iteration 8F: 3 clusters Score -4182875 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -4184725.000000 Penalty: 5285.218262
	Iteration 9F: 3 clusters Score -4184725 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -4186187.750000 Penalty: 5285.218262
	Iteration 10Q: 3 clusters Score -4186188 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -4187173.500000 Penalty: 5285.218262
	Iteration 11Q: 3 clusters Score -4187174 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -4187756.500000 Penalty: 5285.218262
	Iteration 12Q: 3 clusters Score -4187756 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -4188165.000000 Penalty: 5285.218262
	Iteration 13Q: 3 clusters Score -4188165 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -4188432.500000 Penalty: 5285.218262
	Iteration 14Q: 3 clusters Score -4188432 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -4188585.250000 Penalty: 5285.218262
	Iteration 15Q: 3 clusters Score -4188585 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -4188675.500000 Penalty: 5285.218262
	Iteration 16Q: 3 clusters Score -4188676 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -4188721.750000 Penalty: 5285.218262
	Iteration 17Q: 3 clusters Score -4188722 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -4188786.250000 Penalty: 5285.218262
	Iteration 18Q: 3 clusters Score -4188786 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -4188829.750000 Penalty: 5285.218262
	Iteration 19Q: 3 clusters Score -4188830 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -4188875.750000 Penalty: 5285.218262
	Iteration 20F: 3 clusters Score -4188876 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -4188923.250000 Penalty: 5285.218262
	Iteration 21Q: 3 clusters Score -4188923 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -4188963.750000 Penalty: 5285.218262
	Iteration 22Q: 3 clusters Score -4188964 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -4188981.500000 Penalty: 5285.218262
	Iteration 23Q: 3 clusters Score -4188982 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -4188999.000000 Penalty: 5285.218262
	Iteration 24Q: 3 clusters Score -4188999 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -4189021.250000 Penalty: 5285.218262
	Iteration 25Q: 3 clusters Score -4189021 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -4189032.750000 Penalty: 5285.218262
	Iteration 26Q: 3 clusters Score -4189033 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -4189057.750000 Penalty: 5285.218262
	Iteration 27Q: 3 clusters Score -4189058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -4189069.500000 Penalty: 5285.218262
	Iteration 28Q: 3 clusters Score -4189070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -4189081.000000 Penalty: 5285.218262
	Iteration 29Q: 3 clusters Score -4189081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -4189102.500000 Penalty: 5285.218262
	Iteration 30Q: 3 clusters Score -4189102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -4189116.750000 Penalty: 5285.218262
	Iteration 31Q: 3 clusters Score -4189117 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -4189130.750000 Penalty: 5285.218262
	Iteration 32Q: 3 clusters Score -4189131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -4189140.750000 Penalty: 5285.218262
	Iteration 33Q: 3 clusters Score -4189141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -4189151.500000 Penalty: 5285.218262
	Iteration 34Q: 3 clusters Score -4189152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -4189167.500000 Penalty: 5285.218262
	Iteration 35Q: 3 clusters Score -4189168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -4189182.750000 Penalty: 5285.218262
	Iteration 36Q: 3 clusters Score -4189183 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -4189198.750000 Penalty: 5285.218262
	Iteration 37Q: 3 clusters Score -4189199 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -4189217.750000 Penalty: 5285.218262
	Iteration 38Q: 3 clusters Score -4189218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -4189217.750000 Penalty: 5285.218262
	Iteration 39Q: 3 clusters Score -4189218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -4189249.750000 Penalty: 5285.218262
	Iteration 40F: 3 clusters Score -4189250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -4189272.500000 Penalty: 5285.218262
	Iteration 41Q: 3 clusters Score -4189272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -4189287.500000 Penalty: 5285.218262
	Iteration 42Q: 3 clusters Score -4189288 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -4189323.500000 Penalty: 5285.218262
	Iteration 43Q: 3 clusters Score -4189324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -4189358.500000 Penalty: 5285.218262
	Iteration 44Q: 3 clusters Score -4189358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -4189400.000000 Penalty: 5285.218262
	Iteration 45Q: 3 clusters Score -4189400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -4189437.500000 Penalty: 5285.218262
	Iteration 46Q: 3 clusters Score -4189438 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -4189468.000000 Penalty: 5285.218262
	Iteration 47Q: 3 clusters Score -4189468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -4189479.750000 Penalty: 5285.218262
	Iteration 48Q: 3 clusters Score -4189480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -4189495.000000 Penalty: 5285.218262
	Iteration 49Q: 3 clusters Score -4189495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -4189512.000000 Penalty: 5285.218262
	Iteration 50Q: 3 clusters Score -4189512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -4189537.000000 Penalty: 5285.218262
	Iteration 51Q: 3 clusters Score -4189537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -4189554.750000 Penalty: 5285.218262
	Iteration 52Q: 3 clusters Score -4189555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -4189572.000000 Penalty: 5285.218262
	Iteration 53Q: 3 clusters Score -4189572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -4189578.500000 Penalty: 5285.218262
	Iteration 54Q: 3 clusters Score -4189578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -4189596.500000 Penalty: 5285.218262
	Iteration 55Q: 3 clusters Score -4189596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -4189606.750000 Penalty: 5285.218262
	Iteration 56Q: 3 clusters Score -4189607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -4189615.250000 Penalty: 5285.218262
	Iteration 57Q: 3 clusters Score -4189615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -4189609.250000 Penalty: 5285.218262
	Iteration 58Q: 3 clusters Score -4189609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -4189612.500000 Penalty: 5285.218262
	Iteration 59Q: 3 clusters Score -4189612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -4189613.250000 Penalty: 5285.218262
	Iteration 60F: 3 clusters Score -4189613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -4189622.000000 Penalty: 5285.218262
	Iteration 61Q: 3 clusters Score -4189622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -4189616.500000 Penalty: 5285.218262
	Iteration 62Q: 3 clusters Score -4189616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -4189615.500000 Penalty: 5285.218262
	Iteration 63Q: 3 clusters Score -4189616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -4189615.500000 Penalty: 5285.218262
	Iteration 64Q: 3 clusters Score -4189616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -4189616.500000 Penalty: 5285.218262
	Iteration 65Q: 3 clusters Score -4189616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -4189622.000000 Penalty: 5285.218262
	Iteration 66Q: 3 clusters Score -4189622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -4189626.000000 Penalty: 5285.218262
	Iteration 67Q: 3 clusters Score -4189626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -4189626.500000 Penalty: 5285.218262
	Iteration 68Q: 3 clusters Score -4189626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -4189628.000000 Penalty: 5285.218262
	Iteration 69Q: 3 clusters Score -4189628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -4189633.250000 Penalty: 5285.218262
	Iteration 70Q: 3 clusters Score -4189633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -4189634.750000 Penalty: 5285.218262
	Iteration 71Q: 3 clusters Score -4189635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -4189633.250000 Penalty: 5285.218262
	Iteration 72Q: 3 clusters Score -4189633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -4189636.000000 Penalty: 5285.218262
	Iteration 73Q: 3 clusters Score -4189636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -4189634.500000 Penalty: 5285.218262
	Iteration 74Q: 3 clusters Score -4189634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -4189634.500000 Penalty: 5285.218262
	Iteration 75F: 3 clusters Score -4189634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Entering Unmasked Estep 
Score: -1434709.000000 Penalty: 2377.914551
	Iteration 0F: 2 clusters Score -1434709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1424171.125000 Penalty: 4755.829102
	Iteration 0F: 3 clusters Score -1424171 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1427651.375000 Penalty: 4755.829102
	Iteration 1F: 3 clusters Score -1427651 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1428151.500000 Penalty: 4755.829102
	Iteration 2F: 3 clusters Score -1428152 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1428585.250000 Penalty: 4755.829102
	Iteration 3F: 3 clusters Score -1428585 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1428962.500000 Penalty: 4755.829102
	Iteration 4F: 3 clusters Score -1428962 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1429289.250000 Penalty: 4755.829102
	Iteration 5Q: 3 clusters Score -1429289 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1429630.625000 Penalty: 4755.829102
	Iteration 6Q: 3 clusters Score -1429631 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1429950.125000 Penalty: 4755.829102
	Iteration 7Q: 3 clusters Score -1429950 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1430283.500000 Penalty: 4755.829102
	Iteration 8Q: 3 clusters Score -1430284 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1430679.750000 Penalty: 4755.829102
	Iteration 9Q: 3 clusters Score -1430680 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1431194.875000 Penalty: 4755.829102
	Iteration 10Q: 3 clusters Score -1431195 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1431802.625000 Penalty: 4755.829102
	Iteration 11Q: 3 clusters Score -1431803 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1432489.500000 Penalty: 4755.829102
	Iteration 12Q: 3 clusters Score -1432490 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1433140.375000 Penalty: 4755.829102
	Iteration 13Q: 3 clusters Score -1433140 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1433545.750000 Penalty: 4755.829102
	Iteration 14Q: 3 clusters Score -1433546 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1433755.750000 Penalty: 4755.829102
	Iteration 15Q: 3 clusters Score -1433756 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1433860.125000 Penalty: 4755.829102
	Iteration 16Q: 3 clusters Score -1433860 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1433912.750000 Penalty: 4755.829102
	Iteration 17Q: 3 clusters Score -1433913 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1433936.875000 Penalty: 4755.829102
	Iteration 18Q: 3 clusters Score -1433937 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1433947.750000 Penalty: 4755.829102
	Iteration 19Q: 3 clusters Score -1433948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1433955.500000 Penalty: 4755.829102
	Iteration 20F: 3 clusters Score -1433956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1433957.250000 Penalty: 4755.829102
	Iteration 21Q: 3 clusters Score -1433957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1433959.625000 Penalty: 4755.829102
	Iteration 22Q: 3 clusters Score -1433960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1433963.375000 Penalty: 4755.829102
	Iteration 23Q: 3 clusters Score -1433963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1433967.375000 Penalty: 4755.829102
	Iteration 24Q: 3 clusters Score -1433967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1433964.875000 Penalty: 4755.829102
	Iteration 25Q: 3 clusters Score -1433965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1433965.375000 Penalty: 4755.829102
	Iteration 26Q: 3 clusters Score -1433965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1433968.000000 Penalty: 4755.829102
	Iteration 27Q: 3 clusters Score -1433968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1433968.750000 Penalty: 4755.829102
	Iteration 28Q: 3 clusters Score -1433969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1433968.000000 Penalty: 4755.829102
	Iteration 29Q: 3 clusters Score -1433968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1433966.750000 Penalty: 4755.829102
	Iteration 30Q: 3 clusters Score -1433967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1433964.625000 Penalty: 4755.829102
	Iteration 31Q: 3 clusters Score -1433965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1433966.375000 Penalty: 4755.829102
	Iteration 32Q: 3 clusters Score -1433966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1433966.250000 Penalty: 4755.829102
	Iteration 33Q: 3 clusters Score -1433966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1433967.250000 Penalty: 4755.829102
	Iteration 34Q: 3 clusters Score -1433967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1433967.250000 Penalty: 4755.829102
	Iteration 35F: 3 clusters Score -1433967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Entering Unmasked Estep 
Score: -3013810.000000 Penalty: 2562.493896
	Iteration 0F: 2 clusters Score -3013810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2992862.500000 Penalty: 5124.987793
	Iteration 0F: 3 clusters Score -2992862 nChanged 13865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3000580.500000 Penalty: 5124.987793
	Iteration 1F: 3 clusters Score -3000580 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3001289.750000 Penalty: 5124.987793
	Iteration 2F: 3 clusters Score -3001290 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -3002124.750000 Penalty: 5124.987793
	Iteration 3F: 3 clusters Score -3002125 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3003107.250000 Penalty: 5124.987793
	Iteration 4F: 3 clusters Score -3003107 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3004199.250000 Penalty: 5124.987793
	Iteration 5F: 3 clusters Score -3004199 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3005385.000000 Penalty: 5124.987793
	Iteration 6F: 3 clusters Score -3005385 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -3006563.500000 Penalty: 5124.987793
	Iteration 7F: 3 clusters Score -3006564 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3007653.000000 Penalty: 5124.987793
	Iteration 8F: 3 clusters Score -3007653 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3008608.000000 Penalty: 5124.987793
	Iteration 9F: 3 clusters Score -3008608 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -3009404.750000 Penalty: 5124.987793
	Iteration 10Q: 3 clusters Score -3009405 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3010042.750000 Penalty: 5124.987793
	Iteration 11Q: 3 clusters Score -3010043 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3010572.500000 Penalty: 5124.987793
	Iteration 12Q: 3 clusters Score -3010572 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3011083.500000 Penalty: 5124.987793
	Iteration 13Q: 3 clusters Score -3011084 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -3011542.250000 Penalty: 5124.987793
	Iteration 14Q: 3 clusters Score -3011542 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3011965.750000 Penalty: 5124.987793
	Iteration 15Q: 3 clusters Score -3011966 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -3012239.000000 Penalty: 5124.987793
	Iteration 16Q: 3 clusters Score -3012239 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3012434.500000 Penalty: 5124.987793
	Iteration 17Q: 3 clusters Score -3012434 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3012547.500000 Penalty: 5124.987793
	Iteration 18Q: 3 clusters Score -3012548 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3012603.000000 Penalty: 5124.987793
	Iteration 19Q: 3 clusters Score -3012603 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3012651.750000 Penalty: 5124.987793
	Iteration 20F: 3 clusters Score -3012652 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -3012673.750000 Penalty: 5124.987793
	Iteration 21Q: 3 clusters Score -3012674 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3012700.500000 Penalty: 5124.987793
	Iteration 22Q: 3 clusters Score -3012700 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3012712.000000 Penalty: 5124.987793
	Iteration 23Q: 3 clusters Score -3012712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -3012729.000000 Penalty: 5124.987793
	Iteration 24Q: 3 clusters Score -3012729 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -3012746.500000 Penalty: 5124.987793
	Iteration 25Q: 3 clusters Score -3012746 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -3012767.250000 Penalty: 5124.987793
	Iteration 26Q: 3 clusters Score -3012767 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -3012782.500000 Penalty: 5124.987793
	Iteration 27Q: 3 clusters Score -3012782 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3012789.250000 Penalty: 5124.987793
	Iteration 28Q: 3 clusters Score -3012789 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3012798.750000 Penalty: 5124.987793
	Iteration 29Q: 3 clusters Score -3012799 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3012818.000000 Penalty: 5124.987793
	Iteration 30Q: 3 clusters Score -3012818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -3012834.500000 Penalty: 5124.987793
	Iteration 31Q: 3 clusters Score -3012834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -3012833.000000 Penalty: 5124.987793
	Iteration 32Q: 3 clusters Score -3012833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -3012828.750000 Penalty: 5124.987793
	Iteration 33Q: 3 clusters Score -3012829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -3012845.750000 Penalty: 5124.987793
	Iteration 34Q: 3 clusters Score -3012846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -3012847.750000 Penalty: 5124.987793
	Iteration 35Q: 3 clusters Score -3012848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3012849.000000 Penalty: 5124.987793
	Iteration 36Q: 3 clusters Score -3012849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3012845.500000 Penalty: 5124.987793
	Iteration 37Q: 3 clusters Score -3012846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3012846.750000 Penalty: 5124.987793
	Iteration 38Q: 3 clusters Score -3012847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3012849.000000 Penalty: 5124.987793
	Iteration 39Q: 3 clusters Score -3012849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -3012853.000000 Penalty: 5124.987793
	Iteration 40F: 3 clusters Score -3012853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3012857.250000 Penalty: 5124.987793
	Iteration 41Q: 3 clusters Score -3012857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3012853.250000 Penalty: 5124.987793
	Iteration 42Q: 3 clusters Score -3012853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3012858.500000 Penalty: 5124.987793
	Iteration 43Q: 3 clusters Score -3012858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3012855.500000 Penalty: 5124.987793
	Iteration 44Q: 3 clusters Score -3012856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3012858.000000 Penalty: 5124.987793
	Iteration 45Q: 3 clusters Score -3012858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -3012855.750000 Penalty: 5124.987793
	Iteration 46Q: 3 clusters Score -3012856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3012860.000000 Penalty: 5124.987793
	Iteration 47Q: 3 clusters Score -3012860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3012864.000000 Penalty: 5124.987793
	Iteration 48Q: 3 clusters Score -3012864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -3012861.000000 Penalty: 5124.987793
	Iteration 49Q: 3 clusters Score -3012861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -3012860.000000 Penalty: 5124.987793
	Iteration 50Q: 3 clusters Score -3012860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -3012858.500000 Penalty: 5124.987793
	Iteration 51Q: 3 clusters Score -3012858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -3012857.250000 Penalty: 5124.987793
	Iteration 52Q: 3 clusters Score -3012857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -3012857.250000 Penalty: 5124.987793
	Iteration 53F: 3 clusters Score -3012857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Entering Unmasked Estep 
Score: -7469571.500000 Penalty: 2782.168213
	Iteration 0F: 2 clusters Score -7469572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -7419798.500000 Penalty: 5564.336426
	Iteration 0F: 3 clusters Score -7419798 nChanged 34808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -7439563.000000 Penalty: 5564.336426
	Iteration 1F: 3 clusters Score -7439563 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -7440447.500000 Penalty: 5564.336426
	Iteration 2Q: 3 clusters Score -7440448 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -7441765.000000 Penalty: 5564.336426
	Iteration 3Q: 3 clusters Score -7441765 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -7443917.500000 Penalty: 5564.336426
	Iteration 4F: 3 clusters Score -7443918 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -7447210.000000 Penalty: 5564.336426
	Iteration 5F: 3 clusters Score -7447210 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -7451804.000000 Penalty: 5564.336426
	Iteration 6F: 3 clusters Score -7451804 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -7457284.000000 Penalty: 5564.336426
	Iteration 7F: 3 clusters Score -7457284 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -7462247.000000 Penalty: 5564.336426
	Iteration 8F: 3 clusters Score -7462247 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -7465600.500000 Penalty: 5564.336426
	Iteration 9Q: 3 clusters Score -7465600 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
Score: -7467114.000000 Penalty: 5564.336426
	Iteration 10Q: 3 clusters Score -7467114 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -7467676.500000 Penalty: 5564.336426
	Iteration 11Q: 3 clusters Score -7467676 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -7467902.000000 Penalty: 5564.336426
	Iteration 12Q: 3 clusters Score -7467902 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -7468010.000000 Penalty: 5564.336426
	Iteration 13Q: 3 clusters Score -7468010 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -7468118.500000 Penalty: 5564.336426
	Iteration 14Q: 3 clusters Score -7468118 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -7468156.000000 Penalty: 5564.336426
	Iteration 15Q: 3 clusters Score -7468156 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -7468181.000000 Penalty: 5564.336426
	Iteration 16Q: 3 clusters Score -7468181 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -7468231.000000 Penalty: 5564.336426
	Iteration 17Q: 3 clusters Score -7468231 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -7468247.000000 Penalty: 5564.336426
	Iteration 18Q: 3 clusters Score -7468247 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 68769 members 
Entering Unmasked Estep 
Score: -7468259.500000 Penalty: 5564.336426
	Iteration 19Q: 3 clusters Score -7468260 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
Score: -7468283.000000 Penalty: 5564.336426
	Iteration 20F: 3 clusters Score -7468283 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -7468290.000000 Penalty: 5564.336426
	Iteration 21Q: 3 clusters Score -7468290 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -7468319.500000 Penalty: 5564.336426
	Iteration 22Q: 3 clusters Score -7468320 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -7468304.500000 Penalty: 5564.336426
	Iteration 23Q: 3 clusters Score -7468304 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
Score: -7468335.500000 Penalty: 5564.336426
	Iteration 24Q: 3 clusters Score -7468336 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -7468368.500000 Penalty: 5564.336426
	Iteration 25Q: 3 clusters Score -7468368 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -7468373.000000 Penalty: 5564.336426
	Iteration 26Q: 3 clusters Score -7468373 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 69494 members 
Entering Unmasked Estep 
Score: -7468378.500000 Penalty: 5564.336426
	Iteration 27Q: 3 clusters Score -7468378 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 69566 members 
Entering Unmasked Estep 
Score: -7468375.500000 Penalty: 5564.336426
	Iteration 28Q: 3 clusters Score -7468376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
Score: -7468370.500000 Penalty: 5564.336426
	Iteration 29Q: 3 clusters Score -7468370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -7468380.000000 Penalty: 5564.336426
	Iteration 30Q: 3 clusters Score -7468380 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 69769 members 
Entering Unmasked Estep 
Score: -7468413.000000 Penalty: 5564.336426
	Iteration 31Q: 3 clusters Score -7468413 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -7468407.500000 Penalty: 5564.336426
	Iteration 32Q: 3 clusters Score -7468408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -7468414.500000 Penalty: 5564.336426
	Iteration 33Q: 3 clusters Score -7468414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -7468437.000000 Penalty: 5564.336426
	Iteration 34Q: 3 clusters Score -7468437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
Score: -7468425.500000 Penalty: 5564.336426
	Iteration 35Q: 3 clusters Score -7468426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -7468428.000000 Penalty: 5564.336426
	Iteration 36Q: 3 clusters Score -7468428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -7468425.000000 Penalty: 5564.336426
	Iteration 37Q: 3 clusters Score -7468425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -7468435.000000 Penalty: 5564.336426
	Iteration 38Q: 3 clusters Score -7468435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -7468438.000000 Penalty: 5564.336426
	Iteration 39Q: 3 clusters Score -7468438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 70058 members 
Entering Unmasked Estep 
Score: -7468437.500000 Penalty: 5564.336426
	Iteration 40F: 3 clusters Score -7468438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 70072 members 
Entering Unmasked Estep 
Score: -7468438.500000 Penalty: 5564.336426
	Iteration 41Q: 3 clusters Score -7468438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -7468432.000000 Penalty: 5564.336426
	Iteration 42Q: 3 clusters Score -7468432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 70094 members 
Entering Unmasked Estep 
Score: -7468433.000000 Penalty: 5564.336426
	Iteration 43Q: 3 clusters Score -7468433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -7468435.000000 Penalty: 5564.336426
	Iteration 44Q: 3 clusters Score -7468435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -7468436.500000 Penalty: 5564.336426
	Iteration 45Q: 3 clusters Score -7468436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -7468456.500000 Penalty: 5564.336426
	Iteration 46Q: 3 clusters Score -7468456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -7468465.000000 Penalty: 5564.336426
	Iteration 47Q: 3 clusters Score -7468465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 70188 members 
Entering Unmasked Estep 
Score: -7468468.500000 Penalty: 5564.336426
	Iteration 48Q: 3 clusters Score -7468468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -7468468.500000 Penalty: 5564.336426
	Iteration 49Q: 3 clusters Score -7468468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 70230 members 
Entering Unmasked Estep 
Score: -7468472.000000 Penalty: 5564.336426
	Iteration 50Q: 3 clusters Score -7468472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -7468472.500000 Penalty: 5564.336426
	Iteration 51Q: 3 clusters Score -7468472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -7468480.500000 Penalty: 5564.336426
	Iteration 52Q: 3 clusters Score -7468480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 70271 members 
Entering Unmasked Estep 
Score: -7468488.500000 Penalty: 5564.336426
	Iteration 53Q: 3 clusters Score -7468488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -7468490.000000 Penalty: 5564.336426
	Iteration 54Q: 3 clusters Score -7468490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
Score: -7468483.000000 Penalty: 5564.336426
	Iteration 55Q: 3 clusters Score -7468483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -7468484.500000 Penalty: 5564.336426
	Iteration 56Q: 3 clusters Score -7468484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -7468486.500000 Penalty: 5564.336426
	Iteration 57Q: 3 clusters Score -7468486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -7468486.500000 Penalty: 5564.336426
	Iteration 58F: 3 clusters Score -7468486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Entering Unmasked Estep 
Score: -4609112.000000 Penalty: 2660.743164
	Iteration 0F: 2 clusters Score -4609112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -4578176.000000 Penalty: 5321.486328
	Iteration 0F: 3 clusters Score -4578176 nChanged 20903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -4589752.000000 Penalty: 5321.486328
	Iteration 1F: 3 clusters Score -4589752 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4590178.500000 Penalty: 5321.486328
	Iteration 2Q: 3 clusters Score -4590178 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -4590574.500000 Penalty: 5321.486328
	Iteration 3Q: 3 clusters Score -4590574 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -4590958.500000 Penalty: 5321.486328
	Iteration 4Q: 3 clusters Score -4590958 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -4591286.500000 Penalty: 5321.486328
	Iteration 5Q: 3 clusters Score -4591286 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -4591749.500000 Penalty: 5321.486328
	Iteration 6Q: 3 clusters Score -4591750 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4592321.000000 Penalty: 5321.486328
	Iteration 7Q: 3 clusters Score -4592321 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -4593257.500000 Penalty: 5321.486328
	Iteration 8Q: 3 clusters Score -4593258 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4594804.000000 Penalty: 5321.486328
	Iteration 9F: 3 clusters Score -4594804 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -4597168.000000 Penalty: 5321.486328
	Iteration 10F: 3 clusters Score -4597168 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -4600272.000000 Penalty: 5321.486328
	Iteration 11F: 3 clusters Score -4600272 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -4603560.000000 Penalty: 5321.486328
	Iteration 12F: 3 clusters Score -4603560 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -4606121.500000 Penalty: 5321.486328
	Iteration 13F: 3 clusters Score -4606122 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -4607485.500000 Penalty: 5321.486328
	Iteration 14Q: 3 clusters Score -4607486 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -4608130.000000 Penalty: 5321.486328
	Iteration 15Q: 3 clusters Score -4608130 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4608439.000000 Penalty: 5321.486328
	Iteration 16Q: 3 clusters Score -4608439 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -4608627.500000 Penalty: 5321.486328
	Iteration 17Q: 3 clusters Score -4608628 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -4608819.000000 Penalty: 5321.486328
	Iteration 18Q: 3 clusters Score -4608819 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -4608995.000000 Penalty: 5321.486328
	Iteration 19Q: 3 clusters Score -4608995 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -4609155.000000 Penalty: 5321.486328
	Iteration 20F: 3 clusters Score -4609155 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -4609273.500000 Penalty: 5321.486328
	Iteration 21Q: 3 clusters Score -4609274 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -4609353.000000 Penalty: 5321.486328
	Iteration 22Q: 3 clusters Score -4609353 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -4609382.000000 Penalty: 5321.486328
	Iteration 23Q: 3 clusters Score -4609382 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -4609425.000000 Penalty: 5321.486328
	Iteration 24Q: 3 clusters Score -4609425 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4609458.000000 Penalty: 5321.486328
	Iteration 25Q: 3 clusters Score -4609458 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -4609474.500000 Penalty: 5321.486328
	Iteration 26Q: 3 clusters Score -4609474 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -4609479.000000 Penalty: 5321.486328
	Iteration 27Q: 3 clusters Score -4609479 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -4609465.000000 Penalty: 5321.486328
	Iteration 28Q: 3 clusters Score -4609465 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -4609490.500000 Penalty: 5321.486328
	Iteration 29Q: 3 clusters Score -4609490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -4609501.000000 Penalty: 5321.486328
	Iteration 30Q: 3 clusters Score -4609501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -4609507.500000 Penalty: 5321.486328
	Iteration 31Q: 3 clusters Score -4609508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -4609512.000000 Penalty: 5321.486328
	Iteration 32Q: 3 clusters Score -4609512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -4609502.000000 Penalty: 5321.486328
	Iteration 33Q: 3 clusters Score -4609502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -4609507.500000 Penalty: 5321.486328
	Iteration 34Q: 3 clusters Score -4609508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4609502.000000 Penalty: 5321.486328
	Iteration 35Q: 3 clusters Score -4609502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4609504.500000 Penalty: 5321.486328
	Iteration 36Q: 3 clusters Score -4609504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -4609499.500000 Penalty: 5321.486328
	Iteration 37Q: 3 clusters Score -4609500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4609495.500000 Penalty: 5321.486328
	Iteration 38Q: 3 clusters Score -4609496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -4609500.000000 Penalty: 5321.486328
	Iteration 39Q: 3 clusters Score -4609500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -4609500.000000 Penalty: 5321.486328
	Iteration 40F: 3 clusters Score -4609500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -4609502.500000 Penalty: 5321.486328
	Iteration 41Q: 3 clusters Score -4609502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -4609506.500000 Penalty: 5321.486328
	Iteration 42Q: 3 clusters Score -4609506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -4609516.500000 Penalty: 5321.486328
	Iteration 43Q: 3 clusters Score -4609516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4609518.500000 Penalty: 5321.486328
	Iteration 44Q: 3 clusters Score -4609518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -4609513.000000 Penalty: 5321.486328
	Iteration 45Q: 3 clusters Score -4609513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -4609513.000000 Penalty: 5321.486328
	Iteration 46Q: 3 clusters Score -4609513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -4609513.500000 Penalty: 5321.486328
	Iteration 47Q: 3 clusters Score -4609514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4609520.000000 Penalty: 5321.486328
	Iteration 48Q: 3 clusters Score -4609520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4609523.000000 Penalty: 5321.486328
	Iteration 49Q: 3 clusters Score -4609523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -4609521.000000 Penalty: 5321.486328
	Iteration 50Q: 3 clusters Score -4609521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -4609522.000000 Penalty: 5321.486328
	Iteration 51Q: 3 clusters Score -4609522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -4609521.500000 Penalty: 5321.486328
	Iteration 52Q: 3 clusters Score -4609522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4609521.000000 Penalty: 5321.486328
	Iteration 53Q: 3 clusters Score -4609521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -4609520.000000 Penalty: 5321.486328
	Iteration 54Q: 3 clusters Score -4609520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -4609525.000000 Penalty: 5321.486328
	Iteration 55Q: 3 clusters Score -4609525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -4609532.500000 Penalty: 5321.486328
	Iteration 56Q: 3 clusters Score -4609532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -4609538.500000 Penalty: 5321.486328
	Iteration 57Q: 3 clusters Score -4609538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -4609536.000000 Penalty: 5321.486328
	Iteration 58Q: 3 clusters Score -4609536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4609536.000000 Penalty: 5321.486328
	Iteration 59Q: 3 clusters Score -4609536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -4609537.500000 Penalty: 5321.486328
	Iteration 60F: 3 clusters Score -4609538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -4609531.500000 Penalty: 5321.486328
	Iteration 61Q: 3 clusters Score -4609532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4609534.500000 Penalty: 5321.486328
	Iteration 62Q: 3 clusters Score -4609534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -4609533.500000 Penalty: 5321.486328
	Iteration 63Q: 3 clusters Score -4609534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4609532.500000 Penalty: 5321.486328
	Iteration 64Q: 3 clusters Score -4609532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -4609530.500000 Penalty: 5321.486328
	Iteration 65Q: 3 clusters Score -4609530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -4609530.500000 Penalty: 5321.486328
	Iteration 66F: 3 clusters Score -4609530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5020 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 8211 members 
Mstep: Class 5 contains 66230 members 
Mstep: Class 6 contains 7515 members 
Mstep: Class 7 contains 17989 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 14594 members 
Mstep: Class 10 contains 30719 members 
Mstep: Class 11 contains 74490 members 
Mstep: Class 12 contains 40642 members 
Mstep: Class 13 contains 175603 members 
Mstep: Class 14 contains 18566 members 
Mstep: Class 15 contains 11009 members 
Mstep: Class 16 contains 5414 members 
Mstep: Class 17 contains 113496 members 
Mstep: Class 18 contains 380848 members 
Mstep: Class 19 contains 20956 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 20932 members 
Mstep: Class 22 contains 47024 members 
Mstep: Class 23 contains 35869 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 9117 members 
Mstep: Class 26 contains 13349 members 
Mstep: Class 27 contains 8338 members 
Mstep: Class 28 contains 16522 members 
Mstep: Class 29 contains 9314 members 
Mstep: Class 30 contains 90296 members 
Mstep: Class 31 contains 304862 members 
Mstep: Class 32 contains 2860 members 
Mstep: Class 33 contains 5010 members 
Entering Unmasked Estep 
Score: -157076224.000000 Penalty: 117006.343750
Splitting cluster 12 changes total score from -157073824.000000 to -157076224.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 13 (175603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175603 members 
Entering Unmasked Estep 
Score: -17740434.000000 Penalty: 2994.843262
	Iteration 0F: 2 clusters Score -1.774043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -17622472.000000 Penalty: 5989.686523
	Iteration 0F: 3 clusters Score -1.762247e+07 nChanged 84357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87684 members 
Mstep: Class 2 contains 87919 members 
Entering Unmasked Estep 
Score: -17670794.000000 Penalty: 5989.686523
	Iteration 1F: 3 clusters Score -1.767079e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -17671350.000000 Penalty: 5989.686523
	Iteration 2Q: 3 clusters Score -1.767135e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87366 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
Score: -17671916.000000 Penalty: 5989.686523
	Iteration 3Q: 3 clusters Score -1.767192e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -17672588.000000 Penalty: 5989.686523
	Iteration 4Q: 3 clusters Score -1.767259e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86346 members 
Mstep: Class 2 contains 89257 members 
Entering Unmasked Estep 
Score: -17673444.000000 Penalty: 5989.686523
	Iteration 5Q: 3 clusters Score -1.767344e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85443 members 
Mstep: Class 2 contains 90160 members 
Entering Unmasked Estep 
Score: -17674208.000000 Penalty: 5989.686523
	Iteration 6Q: 3 clusters Score -1.767421e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84122 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -17675166.000000 Penalty: 5989.686523
	Iteration 7Q: 3 clusters Score -1.767517e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82100 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -17676162.000000 Penalty: 5989.686523
	Iteration 8Q: 3 clusters Score -1.767616e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 96575 members 
Entering Unmasked Estep 
Score: -17677598.000000 Penalty: 5989.686523
	Iteration 9Q: 3 clusters Score -1.76776e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74400 members 
Mstep: Class 2 contains 101203 members 
Entering Unmasked Estep 
Score: -17679668.000000 Penalty: 5989.686523
	Iteration 10Q: 3 clusters Score -1.767967e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67852 members 
Mstep: Class 2 contains 107751 members 
Entering Unmasked Estep 
Score: -17683042.000000 Penalty: 5989.686523
	Iteration 11Q: 3 clusters Score -1.768304e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 116725 members 
Entering Unmasked Estep 
Score: -17688496.000000 Penalty: 5989.686523
	Iteration 12F: 3 clusters Score -1.76885e+07 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 128095 members 
Entering Unmasked Estep 
Score: -17696666.000000 Penalty: 5989.686523
	Iteration 13F: 3 clusters Score -1.769667e+07 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 140784 members 
Entering Unmasked Estep 
Score: -17707170.000000 Penalty: 5989.686523
	Iteration 14F: 3 clusters Score -1.770717e+07 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 152635 members 
Entering Unmasked Estep 
Score: -17717852.000000 Penalty: 5989.686523
	Iteration 15F: 3 clusters Score -1.771785e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 161806 members 
Entering Unmasked Estep 
Score: -17726288.000000 Penalty: 5989.686523
	Iteration 16F: 3 clusters Score -1.772629e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 167769 members 
Entering Unmasked Estep 
Score: -17731500.000000 Penalty: 5989.686523
	Iteration 17Q: 3 clusters Score -1.77315e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 171226 members 
Entering Unmasked Estep 
Score: -17734458.000000 Penalty: 5989.686523
	Iteration 18Q: 3 clusters Score -1.773446e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 173139 members 
Entering Unmasked Estep 
Score: -17735992.000000 Penalty: 5989.686523
	Iteration 19Q: 3 clusters Score -1.773599e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 174124 members 
Entering Unmasked Estep 
Score: -17736756.000000 Penalty: 5989.686523
	Iteration 20F: 3 clusters Score -1.773676e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 174610 members 
Entering Unmasked Estep 
Score: -17737194.000000 Penalty: 5989.686523
	Iteration 21Q: 3 clusters Score -1.773719e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 174875 members 
Entering Unmasked Estep 
Score: -17737442.000000 Penalty: 5989.686523
	Iteration 22Q: 3 clusters Score -1.773744e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 175007 members 
Entering Unmasked Estep 
Score: -17737606.000000 Penalty: 5989.686523
	Iteration 23Q: 3 clusters Score -1.773761e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 175084 members 
Entering Unmasked Estep 
Score: -17737680.000000 Penalty: 5989.686523
	Iteration 24Q: 3 clusters Score -1.773768e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 175120 members 
Entering Unmasked Estep 
Score: -17737730.000000 Penalty: 5989.686523
	Iteration 25Q: 3 clusters Score -1.773773e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 175151 members 
Entering Unmasked Estep 
Score: -17737758.000000 Penalty: 5989.686523
	Iteration 26Q: 3 clusters Score -1.773776e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 175174 members 
Entering Unmasked Estep 
Score: -17737770.000000 Penalty: 5989.686523
	Iteration 27Q: 3 clusters Score -1.773777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 175192 members 
Entering Unmasked Estep 
Score: -17737790.000000 Penalty: 5989.686523
	Iteration 28Q: 3 clusters Score -1.773779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 175200 members 
Entering Unmasked Estep 
Score: -17737772.000000 Penalty: 5989.686523
	Iteration 29Q: 3 clusters Score -1.773777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 175203 members 
Entering Unmasked Estep 
Score: -17737782.000000 Penalty: 5989.686523
	Iteration 30Q: 3 clusters Score -1.773778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 175205 members 
Entering Unmasked Estep 
Score: -17737786.000000 Penalty: 5989.686523
	Iteration 31Q: 3 clusters Score -1.773779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 175206 members 
Entering Unmasked Estep 
Score: -17737782.000000 Penalty: 5989.686523
	Iteration 32Q: 3 clusters Score -1.773778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 175209 members 
Entering Unmasked Estep 
Score: -17737788.000000 Penalty: 5989.686523
	Iteration 33Q: 3 clusters Score -1.773779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 175212 members 
Entering Unmasked Estep 
Score: -17737786.000000 Penalty: 5989.686523
	Iteration 34Q: 3 clusters Score -1.773779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 175216 members 
Entering Unmasked Estep 
Score: -17737772.000000 Penalty: 5989.686523
	Iteration 35Q: 3 clusters Score -1.773777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 175221 members 
Entering Unmasked Estep 
Score: -17737794.000000 Penalty: 5989.686523
	Iteration 36Q: 3 clusters Score -1.773779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 175224 members 
Entering Unmasked Estep 
Score: -17737806.000000 Penalty: 5989.686523
	Iteration 37Q: 3 clusters Score -1.773781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 175224 members 
Entering Unmasked Estep 
Score: -17737814.000000 Penalty: 5989.686523
	Iteration 38Q: 3 clusters Score -1.773781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 175224 members 
Entering Unmasked Estep 
Score: -17737812.000000 Penalty: 5989.686523
	Iteration 39Q: 3 clusters Score -1.773781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 175225 members 
Entering Unmasked Estep 
Score: -17737826.000000 Penalty: 5989.686523
	Iteration 40F: 3 clusters Score -1.773783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 175226 members 
Entering Unmasked Estep 
Score: -17737830.000000 Penalty: 5989.686523
	Iteration 41Q: 3 clusters Score -1.773783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 175226 members 
Entering Unmasked Estep 
Score: -17737828.000000 Penalty: 5989.686523
	Iteration 42Q: 3 clusters Score -1.773783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 175226 members 
Entering Unmasked Estep 
Score: -17737838.000000 Penalty: 5989.686523
	Iteration 43Q: 3 clusters Score -1.773784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 175228 members 
Entering Unmasked Estep 
Score: -17737842.000000 Penalty: 5989.686523
	Iteration 44Q: 3 clusters Score -1.773784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 175230 members 
Entering Unmasked Estep 
Score: -17737848.000000 Penalty: 5989.686523
	Iteration 45Q: 3 clusters Score -1.773785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 175232 members 
Entering Unmasked Estep 
Score: -17737858.000000 Penalty: 5989.686523
	Iteration 46Q: 3 clusters Score -1.773786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 175236 members 
Entering Unmasked Estep 
Score: -17737862.000000 Penalty: 5989.686523
	Iteration 47Q: 3 clusters Score -1.773786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 175237 members 
Entering Unmasked Estep 
Score: -17737862.000000 Penalty: 5989.686523
	Iteration 48Q: 3 clusters Score -1.773786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 175237 members 
Entering Unmasked Estep 
Score: -17737862.000000 Penalty: 5989.686523
	Iteration 49F: 3 clusters Score -1.773786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Entering Unmasked Estep 
Score: -1839977.750000 Penalty: 2437.613525
	Iteration 0F: 2 clusters Score -1839978 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 9469 members 
Entering Unmasked Estep 
Score: -1826830.125000 Penalty: 4875.227051
	Iteration 0F: 3 clusters Score -1826830 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1831294.375000 Penalty: 4875.227051
	Iteration 1F: 3 clusters Score -1831294 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1831737.375000 Penalty: 4875.227051
	Iteration 2F: 3 clusters Score -1831737 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1832164.125000 Penalty: 4875.227051
	Iteration 3F: 3 clusters Score -1832164 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1832660.750000 Penalty: 4875.227051
	Iteration 4F: 3 clusters Score -1832661 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1833263.875000 Penalty: 4875.227051
	Iteration 5F: 3 clusters Score -1833264 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1834086.375000 Penalty: 4875.227051
	Iteration 6F: 3 clusters Score -1834086 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1835079.250000 Penalty: 4875.227051
	Iteration 7F: 3 clusters Score -1835079 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1836028.625000 Penalty: 4875.227051
	Iteration 8F: 3 clusters Score -1836029 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1836763.000000 Penalty: 4875.227051
	Iteration 9Q: 3 clusters Score -1836763 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1837177.500000 Penalty: 4875.227051
	Iteration 10Q: 3 clusters Score -1837178 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -1837475.625000 Penalty: 4875.227051
	Iteration 11Q: 3 clusters Score -1837476 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1837669.000000 Penalty: 4875.227051
	Iteration 12Q: 3 clusters Score -1837669 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -1837794.875000 Penalty: 4875.227051
	Iteration 13Q: 3 clusters Score -1837795 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1837861.000000 Penalty: 4875.227051
	Iteration 14Q: 3 clusters Score -1837861 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -1837898.625000 Penalty: 4875.227051
	Iteration 15Q: 3 clusters Score -1837899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -1837923.250000 Penalty: 4875.227051
	Iteration 16Q: 3 clusters Score -1837923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1837940.125000 Penalty: 4875.227051
	Iteration 17Q: 3 clusters Score -1837940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1837962.000000 Penalty: 4875.227051
	Iteration 18Q: 3 clusters Score -1837962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -1837987.875000 Penalty: 4875.227051
	Iteration 19Q: 3 clusters Score -1837988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1838011.250000 Penalty: 4875.227051
	Iteration 20F: 3 clusters Score -1838011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -1838014.625000 Penalty: 4875.227051
	Iteration 21Q: 3 clusters Score -1838015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1838025.500000 Penalty: 4875.227051
	Iteration 22Q: 3 clusters Score -1838026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -1838031.625000 Penalty: 4875.227051
	Iteration 23Q: 3 clusters Score -1838032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1838038.125000 Penalty: 4875.227051
	Iteration 24Q: 3 clusters Score -1838038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1838044.000000 Penalty: 4875.227051
	Iteration 25Q: 3 clusters Score -1838044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -1838052.875000 Penalty: 4875.227051
	Iteration 26Q: 3 clusters Score -1838053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1838058.125000 Penalty: 4875.227051
	Iteration 27Q: 3 clusters Score -1838058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1838061.125000 Penalty: 4875.227051
	Iteration 28Q: 3 clusters Score -1838061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -1838065.750000 Penalty: 4875.227051
	Iteration 29Q: 3 clusters Score -1838066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1838069.625000 Penalty: 4875.227051
	Iteration 30Q: 3 clusters Score -1838070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -1838068.625000 Penalty: 4875.227051
	Iteration 31Q: 3 clusters Score -1838069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -1838072.125000 Penalty: 4875.227051
	Iteration 32Q: 3 clusters Score -1838072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -1838077.000000 Penalty: 4875.227051
	Iteration 33Q: 3 clusters Score -1838077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1838076.500000 Penalty: 4875.227051
	Iteration 34Q: 3 clusters Score -1838076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -1838077.500000 Penalty: 4875.227051
	Iteration 35Q: 3 clusters Score -1838078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1838080.125000 Penalty: 4875.227051
	Iteration 36Q: 3 clusters Score -1838080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1838081.375000 Penalty: 4875.227051
	Iteration 37Q: 3 clusters Score -1838081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1838081.375000 Penalty: 4875.227051
	Iteration 38F: 3 clusters Score -1838081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Entering Unmasked Estep 
Score: -1067723.875000 Penalty: 2308.004150
	Iteration 0F: 2 clusters Score -1067724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1059417.625000 Penalty: 4616.008301
	Iteration 0F: 3 clusters Score -1059418 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1062256.125000 Penalty: 4616.008301
	Iteration 1F: 3 clusters Score -1062256 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1063049.375000 Penalty: 4616.008301
	Iteration 2F: 3 clusters Score -1063049 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1063643.750000 Penalty: 4616.008301
	Iteration 3F: 3 clusters Score -1063644 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1064071.625000 Penalty: 4616.008301
	Iteration 4F: 3 clusters Score -1064072 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1064450.500000 Penalty: 4616.008301
	Iteration 5F: 3 clusters Score -1064450 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1064829.125000 Penalty: 4616.008301
	Iteration 6F: 3 clusters Score -1064829 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1065233.875000 Penalty: 4616.008301
	Iteration 7F: 3 clusters Score -1065234 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1065611.375000 Penalty: 4616.008301
	Iteration 8Q: 3 clusters Score -1065611 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1065936.000000 Penalty: 4616.008301
	Iteration 9Q: 3 clusters Score -1065936 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1066192.500000 Penalty: 4616.008301
	Iteration 10Q: 3 clusters Score -1066192 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1066448.250000 Penalty: 4616.008301
	Iteration 11Q: 3 clusters Score -1066448 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1066684.750000 Penalty: 4616.008301
	Iteration 12Q: 3 clusters Score -1066685 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1066869.625000 Penalty: 4616.008301
	Iteration 13Q: 3 clusters Score -1066870 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1067034.000000 Penalty: 4616.008301
	Iteration 14Q: 3 clusters Score -1067034 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1067193.750000 Penalty: 4616.008301
	Iteration 15Q: 3 clusters Score -1067194 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1067292.875000 Penalty: 4616.008301
	Iteration 16Q: 3 clusters Score -1067293 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1067352.750000 Penalty: 4616.008301
	Iteration 17Q: 3 clusters Score -1067353 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1067392.625000 Penalty: 4616.008301
	Iteration 18Q: 3 clusters Score -1067393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1067417.125000 Penalty: 4616.008301
	Iteration 19Q: 3 clusters Score -1067417 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1067440.125000 Penalty: 4616.008301
	Iteration 20F: 3 clusters Score -1067440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1067461.750000 Penalty: 4616.008301
	Iteration 21Q: 3 clusters Score -1067462 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1067490.500000 Penalty: 4616.008301
	Iteration 22Q: 3 clusters Score -1067490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1067512.750000 Penalty: 4616.008301
	Iteration 23Q: 3 clusters Score -1067513 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1067542.125000 Penalty: 4616.008301
	Iteration 24Q: 3 clusters Score -1067542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1067576.750000 Penalty: 4616.008301
	Iteration 25Q: 3 clusters Score -1067577 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1067613.875000 Penalty: 4616.008301
	Iteration 26Q: 3 clusters Score -1067614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1067655.125000 Penalty: 4616.008301
	Iteration 27Q: 3 clusters Score -1067655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1067708.375000 Penalty: 4616.008301
	Iteration 28Q: 3 clusters Score -1067708 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1067790.875000 Penalty: 4616.008301
	Iteration 29Q: 3 clusters Score -1067791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1067845.500000 Penalty: 4616.008301
	Iteration 30Q: 3 clusters Score -1067846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1067892.375000 Penalty: 4616.008301
	Iteration 31Q: 3 clusters Score -1067892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1067923.000000 Penalty: 4616.008301
	Iteration 32Q: 3 clusters Score -1067923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1067947.250000 Penalty: 4616.008301
	Iteration 33Q: 3 clusters Score -1067947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1067960.875000 Penalty: 4616.008301
	Iteration 34Q: 3 clusters Score -1067961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1067980.750000 Penalty: 4616.008301
	Iteration 35Q: 3 clusters Score -1067981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1067994.250000 Penalty: 4616.008301
	Iteration 36Q: 3 clusters Score -1067994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1068002.625000 Penalty: 4616.008301
	Iteration 37Q: 3 clusters Score -1068003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1068009.000000 Penalty: 4616.008301
	Iteration 38Q: 3 clusters Score -1068009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1068012.625000 Penalty: 4616.008301
	Iteration 39Q: 3 clusters Score -1068013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1068012.875000 Penalty: 4616.008301
	Iteration 40F: 3 clusters Score -1068013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1068014.625000 Penalty: 4616.008301
	Iteration 41Q: 3 clusters Score -1068015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1068013.375000 Penalty: 4616.008301
	Iteration 42Q: 3 clusters Score -1068013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1068012.875000 Penalty: 4616.008301
	Iteration 43Q: 3 clusters Score -1068013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1068013.250000 Penalty: 4616.008301
	Iteration 44Q: 3 clusters Score -1068013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1068014.750000 Penalty: 4616.008301
	Iteration 45Q: 3 clusters Score -1068015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1068014.750000 Penalty: 4616.008301
	Iteration 46F: 3 clusters Score -1068015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5020 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 8211 members 
Mstep: Class 5 contains 66230 members 
Mstep: Class 6 contains 7515 members 
Mstep: Class 7 contains 17989 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 14594 members 
Mstep: Class 10 contains 30719 members 
Mstep: Class 11 contains 74490 members 
Mstep: Class 12 contains 40642 members 
Mstep: Class 13 contains 175603 members 
Mstep: Class 14 contains 18566 members 
Mstep: Class 15 contains 10035 members 
Mstep: Class 16 contains 5414 members 
Mstep: Class 17 contains 113496 members 
Mstep: Class 18 contains 380848 members 
Mstep: Class 19 contains 20956 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 20932 members 
Mstep: Class 22 contains 47024 members 
Mstep: Class 23 contains 35869 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 9117 members 
Mstep: Class 26 contains 13349 members 
Mstep: Class 27 contains 8338 members 
Mstep: Class 28 contains 16522 members 
Mstep: Class 29 contains 9314 members 
Mstep: Class 30 contains 90296 members 
Mstep: Class 31 contains 304862 members 
Mstep: Class 32 contains 2860 members 
Mstep: Class 33 contains 5010 members 
Mstep: Class 34 contains 974 members 
Entering Unmasked Estep 
Score: -157075168.000000 Penalty: 120551.992188
Splitting cluster 15 changes total score from -157073824.000000 to -157075168.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (5414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Entering Unmasked Estep 
Score: -526108.750000 Penalty: 2131.992432
	Iteration 0F: 2 clusters Score -526108.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -521348.750000 Penalty: 4263.984863
	Iteration 0F: 3 clusters Score -521348.8 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -522487.687500 Penalty: 4263.984863
	Iteration 1F: 3 clusters Score -522487.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -522772.843750 Penalty: 4263.984863
	Iteration 2F: 3 clusters Score -522772.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -523044.812500 Penalty: 4263.984863
	Iteration 3F: 3 clusters Score -523044.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -523317.000000 Penalty: 4263.984863
	Iteration 4F: 3 clusters Score -523317 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -523585.031250 Penalty: 4263.984863
	Iteration 5F: 3 clusters Score -523585 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -523860.968750 Penalty: 4263.984863
	Iteration 6F: 3 clusters Score -523861 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -524107.625000 Penalty: 4263.984863
	Iteration 7F: 3 clusters Score -524107.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -524291.187500 Penalty: 4263.984863
	Iteration 8Q: 3 clusters Score -524291.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -524421.687500 Penalty: 4263.984863
	Iteration 9Q: 3 clusters Score -524421.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -524503.000000 Penalty: 4263.984863
	Iteration 10Q: 3 clusters Score -524503 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -524565.187500 Penalty: 4263.984863
	Iteration 11Q: 3 clusters Score -524565.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -524605.500000 Penalty: 4263.984863
	Iteration 12Q: 3 clusters Score -524605.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -524631.750000 Penalty: 4263.984863
	Iteration 13Q: 3 clusters Score -524631.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -524644.312500 Penalty: 4263.984863
	Iteration 14Q: 3 clusters Score -524644.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -524653.812500 Penalty: 4263.984863
	Iteration 15Q: 3 clusters Score -524653.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -524661.500000 Penalty: 4263.984863
	Iteration 16Q: 3 clusters Score -524661.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -524664.750000 Penalty: 4263.984863
	Iteration 17Q: 3 clusters Score -524664.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -524670.875000 Penalty: 4263.984863
	Iteration 18Q: 3 clusters Score -524670.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -524675.000000 Penalty: 4263.984863
	Iteration 19Q: 3 clusters Score -524675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -524677.937500 Penalty: 4263.984863
	Iteration 20F: 3 clusters Score -524677.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -524680.125000 Penalty: 4263.984863
	Iteration 21Q: 3 clusters Score -524680.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -524681.750000 Penalty: 4263.984863
	Iteration 22Q: 3 clusters Score -524681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -524682.562500 Penalty: 4263.984863
	Iteration 23Q: 3 clusters Score -524682.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -524684.125000 Penalty: 4263.984863
	Iteration 24Q: 3 clusters Score -524684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -524685.687500 Penalty: 4263.984863
	Iteration 25Q: 3 clusters Score -524685.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -524685.562500 Penalty: 4263.984863
	Iteration 26Q: 3 clusters Score -524685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -524686.750000 Penalty: 4263.984863
	Iteration 27Q: 3 clusters Score -524686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -524686.750000 Penalty: 4263.984863
	Iteration 28F: 3 clusters Score -524686.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (113496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113496 members 
Entering Unmasked Estep 
Score: -11441945.000000 Penalty: 2886.601562
	Iteration 0F: 2 clusters Score -1.144194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -11366167.000000 Penalty: 5773.203125
	Iteration 0F: 3 clusters Score -1.136617e+07 nChanged 53943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 57743 members 
Entering Unmasked Estep 
Score: -11396564.000000 Penalty: 5773.203125
	Iteration 1F: 3 clusters Score -1.139656e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -11397283.000000 Penalty: 5773.203125
	Iteration 2Q: 3 clusters Score -1.139728e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 58866 members 
Entering Unmasked Estep 
Score: -11398149.000000 Penalty: 5773.203125
	Iteration 3Q: 3 clusters Score -1.139815e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -11399310.000000 Penalty: 5773.203125
	Iteration 4Q: 3 clusters Score -1.139931e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -11400807.000000 Penalty: 5773.203125
	Iteration 5Q: 3 clusters Score -1.140081e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -11402754.000000 Penalty: 5773.203125
	Iteration 6Q: 3 clusters Score -1.140275e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -11405486.000000 Penalty: 5773.203125
	Iteration 7Q: 3 clusters Score -1.140549e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -11409152.000000 Penalty: 5773.203125
	Iteration 8F: 3 clusters Score -1.140915e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 78214 members 
Entering Unmasked Estep 
Score: -11414215.000000 Penalty: 5773.203125
	Iteration 9F: 3 clusters Score -1.141422e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 84922 members 
Entering Unmasked Estep 
Score: -11419924.000000 Penalty: 5773.203125
	Iteration 10F: 3 clusters Score -1.141992e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -11425255.000000 Penalty: 5773.203125
	Iteration 11F: 3 clusters Score -1.142526e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -11429444.000000 Penalty: 5773.203125
	Iteration 12Q: 3 clusters Score -1.142944e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 99781 members 
Entering Unmasked Estep 
Score: -11432395.000000 Penalty: 5773.203125
	Iteration 13Q: 3 clusters Score -1.14324e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 102294 members 
Entering Unmasked Estep 
Score: -11434529.000000 Penalty: 5773.203125
	Iteration 14Q: 3 clusters Score -1.143453e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 104092 members 
Entering Unmasked Estep 
Score: -11435845.000000 Penalty: 5773.203125
	Iteration 15Q: 3 clusters Score -1.143584e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 105410 members 
Entering Unmasked Estep 
Score: -11436744.000000 Penalty: 5773.203125
	Iteration 16Q: 3 clusters Score -1.143674e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -11437408.000000 Penalty: 5773.203125
	Iteration 17Q: 3 clusters Score -1.143741e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 107212 members 
Entering Unmasked Estep 
Score: -11437794.000000 Penalty: 5773.203125
	Iteration 18Q: 3 clusters Score -1.143779e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 107888 members 
Entering Unmasked Estep 
Score: -11438090.000000 Penalty: 5773.203125
	Iteration 19Q: 3 clusters Score -1.143809e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 108424 members 
Entering Unmasked Estep 
Score: -11438295.000000 Penalty: 5773.203125
	Iteration 20F: 3 clusters Score -1.14383e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 108910 members 
Entering Unmasked Estep 
Score: -11438491.000000 Penalty: 5773.203125
	Iteration 21Q: 3 clusters Score -1.143849e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -11438676.000000 Penalty: 5773.203125
	Iteration 22Q: 3 clusters Score -1.143868e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -11438829.000000 Penalty: 5773.203125
	Iteration 23Q: 3 clusters Score -1.143883e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 109920 members 
Entering Unmasked Estep 
Score: -11438894.000000 Penalty: 5773.203125
	Iteration 24Q: 3 clusters Score -1.143889e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 110173 members 
Entering Unmasked Estep 
Score: -11438983.000000 Penalty: 5773.203125
	Iteration 25Q: 3 clusters Score -1.143898e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 110394 members 
Entering Unmasked Estep 
Score: -11439062.000000 Penalty: 5773.203125
	Iteration 26Q: 3 clusters Score -1.143906e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 110600 members 
Entering Unmasked Estep 
Score: -11439173.000000 Penalty: 5773.203125
	Iteration 27Q: 3 clusters Score -1.143917e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 110770 members 
Entering Unmasked Estep 
Score: -11439252.000000 Penalty: 5773.203125
	Iteration 28Q: 3 clusters Score -1.143925e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
Score: -11439298.000000 Penalty: 5773.203125
	Iteration 29Q: 3 clusters Score -1.14393e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 111043 members 
Entering Unmasked Estep 
Score: -11439357.000000 Penalty: 5773.203125
	Iteration 30Q: 3 clusters Score -1.143936e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 111129 members 
Entering Unmasked Estep 
Score: -11439356.000000 Penalty: 5773.203125
	Iteration 31Q: 3 clusters Score -1.143936e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 111207 members 
Entering Unmasked Estep 
Score: -11439352.000000 Penalty: 5773.203125
	Iteration 32Q: 3 clusters Score -1.143935e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 111266 members 
Entering Unmasked Estep 
Score: -11439372.000000 Penalty: 5773.203125
	Iteration 33Q: 3 clusters Score -1.143937e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 111309 members 
Entering Unmasked Estep 
Score: -11439378.000000 Penalty: 5773.203125
	Iteration 34Q: 3 clusters Score -1.143938e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 111352 members 
Entering Unmasked Estep 
Score: -11439376.000000 Penalty: 5773.203125
	Iteration 35Q: 3 clusters Score -1.143938e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 111402 members 
Entering Unmasked Estep 
Score: -11439400.000000 Penalty: 5773.203125
	Iteration 36Q: 3 clusters Score -1.14394e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 111442 members 
Entering Unmasked Estep 
Score: -11439413.000000 Penalty: 5773.203125
	Iteration 37Q: 3 clusters Score -1.143941e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 111471 members 
Entering Unmasked Estep 
Score: -11439421.000000 Penalty: 5773.203125
	Iteration 38Q: 3 clusters Score -1.143942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 111502 members 
Entering Unmasked Estep 
Score: -11439418.000000 Penalty: 5773.203125
	Iteration 39Q: 3 clusters Score -1.143942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 111535 members 
Entering Unmasked Estep 
Score: -11439433.000000 Penalty: 5773.203125
	Iteration 40F: 3 clusters Score -1.143943e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 111579 members 
Entering Unmasked Estep 
Score: -11439451.000000 Penalty: 5773.203125
	Iteration 41Q: 3 clusters Score -1.143945e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 111636 members 
Entering Unmasked Estep 
Score: -11439461.000000 Penalty: 5773.203125
	Iteration 42Q: 3 clusters Score -1.143946e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 111672 members 
Entering Unmasked Estep 
Score: -11439481.000000 Penalty: 5773.203125
	Iteration 43Q: 3 clusters Score -1.143948e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 111703 members 
Entering Unmasked Estep 
Score: -11439486.000000 Penalty: 5773.203125
	Iteration 44Q: 3 clusters Score -1.143949e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 111736 members 
Entering Unmasked Estep 
Score: -11439482.000000 Penalty: 5773.203125
	Iteration 45Q: 3 clusters Score -1.143948e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 111763 members 
Entering Unmasked Estep 
Score: -11439498.000000 Penalty: 5773.203125
	Iteration 46Q: 3 clusters Score -1.14395e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 111788 members 
Entering Unmasked Estep 
Score: -11439495.000000 Penalty: 5773.203125
	Iteration 47Q: 3 clusters Score -1.14395e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 111813 members 
Entering Unmasked Estep 
Score: -11439480.000000 Penalty: 5773.203125
	Iteration 48Q: 3 clusters Score -1.143948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 111830 members 
Entering Unmasked Estep 
Score: -11439491.000000 Penalty: 5773.203125
	Iteration 49Q: 3 clusters Score -1.143949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 111842 members 
Entering Unmasked Estep 
Score: -11439503.000000 Penalty: 5773.203125
	Iteration 50Q: 3 clusters Score -1.14395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 111860 members 
Entering Unmasked Estep 
Score: -11439514.000000 Penalty: 5773.203125
	Iteration 51Q: 3 clusters Score -1.143951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 111878 members 
Entering Unmasked Estep 
Score: -11439508.000000 Penalty: 5773.203125
	Iteration 52Q: 3 clusters Score -1.143951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 111893 members 
Entering Unmasked Estep 
Score: -11439519.000000 Penalty: 5773.203125
	Iteration 53Q: 3 clusters Score -1.143952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 111906 members 
Entering Unmasked Estep 
Score: -11439514.000000 Penalty: 5773.203125
	Iteration 54Q: 3 clusters Score -1.143951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 111919 members 
Entering Unmasked Estep 
Score: -11439521.000000 Penalty: 5773.203125
	Iteration 55Q: 3 clusters Score -1.143952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 111936 members 
Entering Unmasked Estep 
Score: -11439534.000000 Penalty: 5773.203125
	Iteration 56Q: 3 clusters Score -1.143953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 111947 members 
Entering Unmasked Estep 
Score: -11439542.000000 Penalty: 5773.203125
	Iteration 57Q: 3 clusters Score -1.143954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 111961 members 
Entering Unmasked Estep 
Score: -11439537.000000 Penalty: 5773.203125
	Iteration 58Q: 3 clusters Score -1.143954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 111988 members 
Entering Unmasked Estep 
Score: -11439542.000000 Penalty: 5773.203125
	Iteration 59Q: 3 clusters Score -1.143954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 112001 members 
Entering Unmasked Estep 
Score: -11439545.000000 Penalty: 5773.203125
	Iteration 60F: 3 clusters Score -1.143954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 112016 members 
Entering Unmasked Estep 
Score: -11439547.000000 Penalty: 5773.203125
	Iteration 61Q: 3 clusters Score -1.143955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 112030 members 
Entering Unmasked Estep 
Score: -11439542.000000 Penalty: 5773.203125
	Iteration 62Q: 3 clusters Score -1.143954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 112044 members 
Entering Unmasked Estep 
Score: -11439545.000000 Penalty: 5773.203125
	Iteration 63Q: 3 clusters Score -1.143954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 112058 members 
Entering Unmasked Estep 
Score: -11439548.000000 Penalty: 5773.203125
	Iteration 64Q: 3 clusters Score -1.143955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 112071 members 
Entering Unmasked Estep 
Score: -11439567.000000 Penalty: 5773.203125
	Iteration 65Q: 3 clusters Score -1.143957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 112082 members 
Entering Unmasked Estep 
Score: -11439574.000000 Penalty: 5773.203125
	Iteration 66Q: 3 clusters Score -1.143957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 112095 members 
Entering Unmasked Estep 
Score: -11439573.000000 Penalty: 5773.203125
	Iteration 67Q: 3 clusters Score -1.143957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 112106 members 
Entering Unmasked Estep 
Score: -11439569.000000 Penalty: 5773.203125
	Iteration 68Q: 3 clusters Score -1.143957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 112115 members 
Entering Unmasked Estep 
Score: -11439568.000000 Penalty: 5773.203125
	Iteration 69Q: 3 clusters Score -1.143957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 112126 members 
Entering Unmasked Estep 
Score: -11439565.000000 Penalty: 5773.203125
	Iteration 70Q: 3 clusters Score -1.143956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 112133 members 
Entering Unmasked Estep 
Score: -11439565.000000 Penalty: 5773.203125
	Iteration 71Q: 3 clusters Score -1.143956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 112141 members 
Entering Unmasked Estep 
Score: -11439558.000000 Penalty: 5773.203125
	Iteration 72Q: 3 clusters Score -1.143956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 112146 members 
Entering Unmasked Estep 
Score: -11439570.000000 Penalty: 5773.203125
	Iteration 73Q: 3 clusters Score -1.143957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 112146 members 
Entering Unmasked Estep 
Score: -11439565.000000 Penalty: 5773.203125
	Iteration 74Q: 3 clusters Score -1.143956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 112149 members 
Entering Unmasked Estep 
Score: -11439561.000000 Penalty: 5773.203125
	Iteration 75Q: 3 clusters Score -1.143956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 112151 members 
Entering Unmasked Estep 
Score: -11439558.000000 Penalty: 5773.203125
	Iteration 76Q: 3 clusters Score -1.143956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 112152 members 
Entering Unmasked Estep 
Score: -11439560.000000 Penalty: 5773.203125
	Iteration 77Q: 3 clusters Score -1.143956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 112153 members 
Entering Unmasked Estep 
Score: -11439557.000000 Penalty: 5773.203125
	Iteration 78Q: 3 clusters Score -1.143956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 112156 members 
Entering Unmasked Estep 
Score: -11439553.000000 Penalty: 5773.203125
	Iteration 79Q: 3 clusters Score -1.143955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 112159 members 
Entering Unmasked Estep 
Score: -11439556.000000 Penalty: 5773.203125
	Iteration 80F: 3 clusters Score -1.143956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 112161 members 
Entering Unmasked Estep 
Score: -11439559.000000 Penalty: 5773.203125
	Iteration 81Q: 3 clusters Score -1.143956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 112163 members 
Entering Unmasked Estep 
Score: -11439569.000000 Penalty: 5773.203125
	Iteration 82Q: 3 clusters Score -1.143957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 112163 members 
Entering Unmasked Estep 
Score: -11439569.000000 Penalty: 5773.203125
	Iteration 83F: 3 clusters Score -1.143957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (380848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380848 members 
Entering Unmasked Estep 
Score: -38051404.000000 Penalty: 3186.838623
	Iteration 0F: 2 clusters Score -3.80514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189798 members 
Mstep: Class 2 contains 191050 members 
Entering Unmasked Estep 
Score: -37827020.000000 Penalty: 6373.677246
	Iteration 0F: 3 clusters Score -3.782702e+07 nChanged 185078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173572 members 
Mstep: Class 2 contains 207276 members 
Entering Unmasked Estep 
Score: -37939744.000000 Penalty: 6373.677246
	Iteration 1F: 3 clusters Score -3.793974e+07 nChanged 16863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163703 members 
Mstep: Class 2 contains 217145 members 
Entering Unmasked Estep 
Score: -37944348.000000 Penalty: 6373.677246
	Iteration 2Q: 3 clusters Score -3.794435e+07 nChanged 20591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150384 members 
Mstep: Class 2 contains 230464 members 
Entering Unmasked Estep 
Score: -37951524.000000 Penalty: 6373.677246
	Iteration 3F: 3 clusters Score -3.795152e+07 nChanged 23967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134121 members 
Mstep: Class 2 contains 246727 members 
Entering Unmasked Estep 
Score: -37962632.000000 Penalty: 6373.677246
	Iteration 4F: 3 clusters Score -3.796263e+07 nChanged 25412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116775 members 
Mstep: Class 2 contains 264073 members 
Entering Unmasked Estep 
Score: -37976800.000000 Penalty: 6373.677246
	Iteration 5F: 3 clusters Score -3.79768e+07 nChanged 24489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101484 members 
Mstep: Class 2 contains 279364 members 
Entering Unmasked Estep 
Score: -37993304.000000 Penalty: 6373.677246
	Iteration 6F: 3 clusters Score -3.79933e+07 nChanged 21724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91400 members 
Mstep: Class 2 contains 289448 members 
Entering Unmasked Estep 
Score: -38008908.000000 Penalty: 6373.677246
	Iteration 7F: 3 clusters Score -3.800891e+07 nChanged 17880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87070 members 
Mstep: Class 2 contains 293778 members 
Entering Unmasked Estep 
Score: -38019556.000000 Penalty: 6373.677246
	Iteration 8Q: 3 clusters Score -3.801956e+07 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 294967 members 
Entering Unmasked Estep 
Score: -38023412.000000 Penalty: 6373.677246
	Iteration 9Q: 3 clusters Score -3.802341e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Mstep: Class 2 contains 295736 members 
Entering Unmasked Estep 
Score: -38024456.000000 Penalty: 6373.677246
	Iteration 10Q: 3 clusters Score -3.802446e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 296599 members 
Entering Unmasked Estep 
Score: -38024896.000000 Penalty: 6373.677246
	Iteration 11Q: 3 clusters Score -3.80249e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 297466 members 
Entering Unmasked Estep 
Score: -38025320.000000 Penalty: 6373.677246
	Iteration 12Q: 3 clusters Score -3.802532e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82424 members 
Mstep: Class 2 contains 298424 members 
Entering Unmasked Estep 
Score: -38025640.000000 Penalty: 6373.677246
	Iteration 13Q: 3 clusters Score -3.802564e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 299396 members 
Entering Unmasked Estep 
Score: -38026004.000000 Penalty: 6373.677246
	Iteration 14Q: 3 clusters Score -3.8026e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 300411 members 
Entering Unmasked Estep 
Score: -38026364.000000 Penalty: 6373.677246
	Iteration 15Q: 3 clusters Score -3.802636e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 301486 members 
Entering Unmasked Estep 
Score: -38026876.000000 Penalty: 6373.677246
	Iteration 16Q: 3 clusters Score -3.802688e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78234 members 
Mstep: Class 2 contains 302614 members 
Entering Unmasked Estep 
Score: -38027244.000000 Penalty: 6373.677246
	Iteration 17Q: 3 clusters Score -3.802724e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 303760 members 
Entering Unmasked Estep 
Score: -38027816.000000 Penalty: 6373.677246
	Iteration 18Q: 3 clusters Score -3.802782e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75901 members 
Mstep: Class 2 contains 304947 members 
Entering Unmasked Estep 
Score: -38028476.000000 Penalty: 6373.677246
	Iteration 19Q: 3 clusters Score -3.802848e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 306281 members 
Entering Unmasked Estep 
Score: -38029040.000000 Penalty: 6373.677246
	Iteration 20F: 3 clusters Score -3.802904e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 307674 members 
Entering Unmasked Estep 
Score: -38029600.000000 Penalty: 6373.677246
	Iteration 21Q: 3 clusters Score -3.80296e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71760 members 
Mstep: Class 2 contains 309088 members 
Entering Unmasked Estep 
Score: -38030284.000000 Penalty: 6373.677246
	Iteration 22Q: 3 clusters Score -3.803028e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 310551 members 
Entering Unmasked Estep 
Score: -38030972.000000 Penalty: 6373.677246
	Iteration 23Q: 3 clusters Score -3.803097e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68795 members 
Mstep: Class 2 contains 312053 members 
Entering Unmasked Estep 
Score: -38031600.000000 Penalty: 6373.677246
	Iteration 24Q: 3 clusters Score -3.80316e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 313609 members 
Entering Unmasked Estep 
Score: -38032364.000000 Penalty: 6373.677246
	Iteration 25Q: 3 clusters Score -3.803236e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 315269 members 
Entering Unmasked Estep 
Score: -38032948.000000 Penalty: 6373.677246
	Iteration 26Q: 3 clusters Score -3.803295e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 316942 members 
Entering Unmasked Estep 
Score: -38034088.000000 Penalty: 6373.677246
	Iteration 27Q: 3 clusters Score -3.803409e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 318816 members 
Entering Unmasked Estep 
Score: -38035564.000000 Penalty: 6373.677246
	Iteration 28Q: 3 clusters Score -3.803556e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 321000 members 
Entering Unmasked Estep 
Score: -38038008.000000 Penalty: 6373.677246
	Iteration 29Q: 3 clusters Score -3.803801e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 323697 members 
Entering Unmasked Estep 
Score: -38041196.000000 Penalty: 6373.677246
	Iteration 30Q: 3 clusters Score -3.80412e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 327161 members 
Entering Unmasked Estep 
Score: -38044232.000000 Penalty: 6373.677246
	Iteration 31Q: 3 clusters Score -3.804423e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 331477 members 
Entering Unmasked Estep 
Score: -38047644.000000 Penalty: 6373.677246
	Iteration 32Q: 3 clusters Score -3.804764e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 336835 members 
Entering Unmasked Estep 
Score: -38050644.000000 Penalty: 6373.677246
	Iteration 33Q: 3 clusters Score -3.805064e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 342983 members 
Entering Unmasked Estep 
Score: -38052960.000000 Penalty: 6373.677246
	Iteration 34Q: 3 clusters Score -3.805296e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 349360 members 
Entering Unmasked Estep 
Score: -38054436.000000 Penalty: 6373.677246
	Iteration 35Q: 3 clusters Score -3.805444e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 355725 members 
Entering Unmasked Estep 
Score: -38055044.000000 Penalty: 6373.677246
	Iteration 36Q: 3 clusters Score -3.805504e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 361773 members 
Entering Unmasked Estep 
Score: -38054424.000000 Penalty: 6373.677246
	Iteration 37Q: 3 clusters Score -3.805442e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 367026 members 
Entering Unmasked Estep 
Score: -38053612.000000 Penalty: 6373.677246
	Iteration 38Q: 3 clusters Score -3.805361e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 371270 members 
Entering Unmasked Estep 
Score: -38052508.000000 Penalty: 6373.677246
	Iteration 39Q: 3 clusters Score -3.805251e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 374448 members 
Entering Unmasked Estep 
Score: -38051328.000000 Penalty: 6373.677246
	Iteration 40F: 3 clusters Score -3.805133e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 376725 members 
Entering Unmasked Estep 
Score: -38050360.000000 Penalty: 6373.677246
	Iteration 41Q: 3 clusters Score -3.805036e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 378262 members 
Entering Unmasked Estep 
Score: -38049728.000000 Penalty: 6373.677246
	Iteration 42Q: 3 clusters Score -3.804973e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 379225 members 
Entering Unmasked Estep 
Score: -38049272.000000 Penalty: 6373.677246
	Iteration 43Q: 3 clusters Score -3.804927e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 379755 members 
Entering Unmasked Estep 
Score: -38049128.000000 Penalty: 6373.677246
	Iteration 44Q: 3 clusters Score -3.804913e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 380007 members 
Entering Unmasked Estep 
Score: -38049104.000000 Penalty: 6373.677246
	Iteration 45Q: 3 clusters Score -3.80491e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 380175 members 
Entering Unmasked Estep 
Score: -38049040.000000 Penalty: 6373.677246
	Iteration 46Q: 3 clusters Score -3.804904e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 380270 members 
Entering Unmasked Estep 
Score: -38048996.000000 Penalty: 6373.677246
	Iteration 47Q: 3 clusters Score -3.8049e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 380328 members 
Entering Unmasked Estep 
Score: -38049020.000000 Penalty: 6373.677246
	Iteration 48Q: 3 clusters Score -3.804902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 380360 members 
Entering Unmasked Estep 
Score: -38049008.000000 Penalty: 6373.677246
	Iteration 49Q: 3 clusters Score -3.804901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 380382 members 
Entering Unmasked Estep 
Score: -38049008.000000 Penalty: 6373.677246
	Iteration 50Q: 3 clusters Score -3.804901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 380399 members 
Entering Unmasked Estep 
Score: -38049012.000000 Penalty: 6373.677246
	Iteration 51Q: 3 clusters Score -3.804901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 380409 members 
Entering Unmasked Estep 
Score: -38049012.000000 Penalty: 6373.677246
	Iteration 52Q: 3 clusters Score -3.804901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 380412 members 
Entering Unmasked Estep 
Score: -38048972.000000 Penalty: 6373.677246
	Iteration 53Q: 3 clusters Score -3.804897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 380414 members 
Entering Unmasked Estep 
Score: -38048984.000000 Penalty: 6373.677246
	Iteration 54Q: 3 clusters Score -3.804898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 380416 members 
Entering Unmasked Estep 
Score: -38048980.000000 Penalty: 6373.677246
	Iteration 55Q: 3 clusters Score -3.804898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 380416 members 
Entering Unmasked Estep 
Score: -38048980.000000 Penalty: 6373.677246
	Iteration 56F: 3 clusters Score -3.804898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Entering Unmasked Estep 
Score: -2064033.875000 Penalty: 2467.644531
	Iteration 0F: 2 clusters Score -2064034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2049332.000000 Penalty: 4935.289062
	Iteration 0F: 3 clusters Score -2049332 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2054186.750000 Penalty: 4935.289062
	Iteration 1F: 3 clusters Score -2054187 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2054569.750000 Penalty: 4935.289062
	Iteration 2F: 3 clusters Score -2054570 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2054918.375000 Penalty: 4935.289062
	Iteration 3Q: 3 clusters Score -2054918 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2055223.750000 Penalty: 4935.289062
	Iteration 4Q: 3 clusters Score -2055224 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2055500.625000 Penalty: 4935.289062
	Iteration 5Q: 3 clusters Score -2055501 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2055782.375000 Penalty: 4935.289062
	Iteration 6Q: 3 clusters Score -2055782 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2056137.875000 Penalty: 4935.289062
	Iteration 7Q: 3 clusters Score -2056138 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2056558.125000 Penalty: 4935.289062
	Iteration 8Q: 3 clusters Score -2056558 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2057120.125000 Penalty: 4935.289062
	Iteration 9Q: 3 clusters Score -2057120 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2057825.500000 Penalty: 4935.289062
	Iteration 10F: 3 clusters Score -2057826 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2058614.875000 Penalty: 4935.289062
	Iteration 11F: 3 clusters Score -2058615 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2059412.375000 Penalty: 4935.289062
	Iteration 12Q: 3 clusters Score -2059412 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2060028.625000 Penalty: 4935.289062
	Iteration 13Q: 3 clusters Score -2060029 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2060442.750000 Penalty: 4935.289062
	Iteration 14Q: 3 clusters Score -2060443 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2060690.625000 Penalty: 4935.289062
	Iteration 15Q: 3 clusters Score -2060691 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2060835.125000 Penalty: 4935.289062
	Iteration 16Q: 3 clusters Score -2060835 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2060943.250000 Penalty: 4935.289062
	Iteration 17Q: 3 clusters Score -2060943 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2061030.125000 Penalty: 4935.289062
	Iteration 18Q: 3 clusters Score -2061030 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2061090.125000 Penalty: 4935.289062
	Iteration 19Q: 3 clusters Score -2061090 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2061133.875000 Penalty: 4935.289062
	Iteration 20F: 3 clusters Score -2061134 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2061172.875000 Penalty: 4935.289062
	Iteration 21Q: 3 clusters Score -2061173 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2061207.875000 Penalty: 4935.289062
	Iteration 22Q: 3 clusters Score -2061208 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2061241.375000 Penalty: 4935.289062
	Iteration 23Q: 3 clusters Score -2061241 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2061260.625000 Penalty: 4935.289062
	Iteration 24Q: 3 clusters Score -2061261 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2061284.500000 Penalty: 4935.289062
	Iteration 25Q: 3 clusters Score -2061284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2061289.500000 Penalty: 4935.289062
	Iteration 26Q: 3 clusters Score -2061290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2061303.375000 Penalty: 4935.289062
	Iteration 27Q: 3 clusters Score -2061303 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2061318.625000 Penalty: 4935.289062
	Iteration 28Q: 3 clusters Score -2061319 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2061323.375000 Penalty: 4935.289062
	Iteration 29Q: 3 clusters Score -2061323 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2061332.125000 Penalty: 4935.289062
	Iteration 30Q: 3 clusters Score -2061332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2061338.875000 Penalty: 4935.289062
	Iteration 31Q: 3 clusters Score -2061339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2061345.875000 Penalty: 4935.289062
	Iteration 32Q: 3 clusters Score -2061346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2061359.125000 Penalty: 4935.289062
	Iteration 33Q: 3 clusters Score -2061359 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2061366.500000 Penalty: 4935.289062
	Iteration 34Q: 3 clusters Score -2061366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2061368.875000 Penalty: 4935.289062
	Iteration 35Q: 3 clusters Score -2061369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2061379.250000 Penalty: 4935.289062
	Iteration 36Q: 3 clusters Score -2061379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2061380.375000 Penalty: 4935.289062
	Iteration 37Q: 3 clusters Score -2061380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2061382.375000 Penalty: 4935.289062
	Iteration 38Q: 3 clusters Score -2061382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2061383.375000 Penalty: 4935.289062
	Iteration 39Q: 3 clusters Score -2061383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2061384.500000 Penalty: 4935.289062
	Iteration 40F: 3 clusters Score -2061384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2061386.000000 Penalty: 4935.289062
	Iteration 41Q: 3 clusters Score -2061386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2061385.750000 Penalty: 4935.289062
	Iteration 42Q: 3 clusters Score -2061386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2061386.625000 Penalty: 4935.289062
	Iteration 43Q: 3 clusters Score -2061387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2061387.125000 Penalty: 4935.289062
	Iteration 44Q: 3 clusters Score -2061387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2061390.875000 Penalty: 4935.289062
	Iteration 45Q: 3 clusters Score -2061391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2061387.875000 Penalty: 4935.289062
	Iteration 46Q: 3 clusters Score -2061388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2061390.500000 Penalty: 4935.289062
	Iteration 47Q: 3 clusters Score -2061390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2061391.125000 Penalty: 4935.289062
	Iteration 48Q: 3 clusters Score -2061391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2061388.000000 Penalty: 4935.289062
	Iteration 49Q: 3 clusters Score -2061388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2061389.875000 Penalty: 4935.289062
	Iteration 50Q: 3 clusters Score -2061390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2061393.125000 Penalty: 4935.289062
	Iteration 51Q: 3 clusters Score -2061393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2061393.125000 Penalty: 4935.289062
	Iteration 52Q: 3 clusters Score -2061393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2061394.125000 Penalty: 4935.289062
	Iteration 53Q: 3 clusters Score -2061394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2061392.125000 Penalty: 4935.289062
	Iteration 54Q: 3 clusters Score -2061392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2061395.125000 Penalty: 4935.289062
	Iteration 55Q: 3 clusters Score -2061395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2061392.500000 Penalty: 4935.289062
	Iteration 56Q: 3 clusters Score -2061392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2061393.625000 Penalty: 4935.289062
	Iteration 57Q: 3 clusters Score -2061394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2061395.625000 Penalty: 4935.289062
	Iteration 58Q: 3 clusters Score -2061396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2061395.375000 Penalty: 4935.289062
	Iteration 59Q: 3 clusters Score -2061395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2061402.250000 Penalty: 4935.289062
	Iteration 60F: 3 clusters Score -2061402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2061405.500000 Penalty: 4935.289062
	Iteration 61Q: 3 clusters Score -2061406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2061403.000000 Penalty: 4935.289062
	Iteration 62Q: 3 clusters Score -2061403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2061405.250000 Penalty: 4935.289062
	Iteration 63Q: 3 clusters Score -2061405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2061403.750000 Penalty: 4935.289062
	Iteration 64Q: 3 clusters Score -2061404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2061407.375000 Penalty: 4935.289062
	Iteration 65Q: 3 clusters Score -2061407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2061407.625000 Penalty: 4935.289062
	Iteration 66Q: 3 clusters Score -2061408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2061410.375000 Penalty: 4935.289062
	Iteration 67Q: 3 clusters Score -2061410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2061414.375000 Penalty: 4935.289062
	Iteration 68Q: 3 clusters Score -2061414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2061415.000000 Penalty: 4935.289062
	Iteration 69Q: 3 clusters Score -2061415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2061415.250000 Penalty: 4935.289062
	Iteration 70Q: 3 clusters Score -2061415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2061423.125000 Penalty: 4935.289062
	Iteration 71Q: 3 clusters Score -2061423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2061423.125000 Penalty: 4935.289062
	Iteration 72Q: 3 clusters Score -2061423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2061424.625000 Penalty: 4935.289062
	Iteration 73Q: 3 clusters Score -2061425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2061424.000000 Penalty: 4935.289062
	Iteration 74Q: 3 clusters Score -2061424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2061425.625000 Penalty: 4935.289062
	Iteration 75Q: 3 clusters Score -2061426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2061428.125000 Penalty: 4935.289062
	Iteration 76Q: 3 clusters Score -2061428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2061433.500000 Penalty: 4935.289062
	Iteration 77Q: 3 clusters Score -2061434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2061437.250000 Penalty: 4935.289062
	Iteration 78Q: 3 clusters Score -2061437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2061435.250000 Penalty: 4935.289062
	Iteration 79Q: 3 clusters Score -2061435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2061430.750000 Penalty: 4935.289062
	Iteration 80F: 3 clusters Score -2061431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2061437.250000 Penalty: 4935.289062
	Iteration 81Q: 3 clusters Score -2061437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2061438.500000 Penalty: 4935.289062
	Iteration 82Q: 3 clusters Score -2061438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2061437.500000 Penalty: 4935.289062
	Iteration 83Q: 3 clusters Score -2061438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2061437.875000 Penalty: 4935.289062
	Iteration 84Q: 3 clusters Score -2061438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2061437.125000 Penalty: 4935.289062
	Iteration 85Q: 3 clusters Score -2061437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2061441.625000 Penalty: 4935.289062
	Iteration 86Q: 3 clusters Score -2061442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2061439.375000 Penalty: 4935.289062
	Iteration 87Q: 3 clusters Score -2061439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2061439.375000 Penalty: 4935.289062
	Iteration 88Q: 3 clusters Score -2061439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2061439.500000 Penalty: 4935.289062
	Iteration 89Q: 3 clusters Score -2061440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2061438.875000 Penalty: 4935.289062
	Iteration 90Q: 3 clusters Score -2061439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2061440.625000 Penalty: 4935.289062
	Iteration 91Q: 3 clusters Score -2061441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2061440.000000 Penalty: 4935.289062
	Iteration 92Q: 3 clusters Score -2061440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2061443.125000 Penalty: 4935.289062
	Iteration 93Q: 3 clusters Score -2061443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2061442.625000 Penalty: 4935.289062
	Iteration 94Q: 3 clusters Score -2061443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2061443.625000 Penalty: 4935.289062
	Iteration 95Q: 3 clusters Score -2061444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2061443.625000 Penalty: 4935.289062
	Iteration 96Q: 3 clusters Score -2061444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2061442.875000 Penalty: 4935.289062
	Iteration 97Q: 3 clusters Score -2061443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2061450.625000 Penalty: 4935.289062
	Iteration 98Q: 3 clusters Score -2061451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2061447.625000 Penalty: 4935.289062
	Iteration 99Q: 3 clusters Score -2061448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2061450.000000 Penalty: 4935.289062
	Iteration 100F: 3 clusters Score -2061450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2061452.875000 Penalty: 4935.289062
	Iteration 101Q: 3 clusters Score -2061453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2061450.625000 Penalty: 4935.289062
	Iteration 102Q: 3 clusters Score -2061451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2061454.625000 Penalty: 4935.289062
	Iteration 103Q: 3 clusters Score -2061455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2061460.375000 Penalty: 4935.289062
	Iteration 104Q: 3 clusters Score -2061460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2061463.375000 Penalty: 4935.289062
	Iteration 105Q: 3 clusters Score -2061463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2061465.750000 Penalty: 4935.289062
	Iteration 106Q: 3 clusters Score -2061466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2061467.375000 Penalty: 4935.289062
	Iteration 107Q: 3 clusters Score -2061467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2061468.125000 Penalty: 4935.289062
	Iteration 108Q: 3 clusters Score -2061468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2061473.875000 Penalty: 4935.289062
	Iteration 109Q: 3 clusters Score -2061474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2061474.875000 Penalty: 4935.289062
	Iteration 110Q: 3 clusters Score -2061475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2061475.750000 Penalty: 4935.289062
	Iteration 111Q: 3 clusters Score -2061476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2061473.000000 Penalty: 4935.289062
	Iteration 112Q: 3 clusters Score -2061473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2061479.500000 Penalty: 4935.289062
	Iteration 113Q: 3 clusters Score -2061480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2061486.625000 Penalty: 4935.289062
	Iteration 114Q: 3 clusters Score -2061487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2061486.875000 Penalty: 4935.289062
	Iteration 115Q: 3 clusters Score -2061487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2061486.000000 Penalty: 4935.289062
	Iteration 116Q: 3 clusters Score -2061486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2061488.750000 Penalty: 4935.289062
	Iteration 117Q: 3 clusters Score -2061489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2061488.875000 Penalty: 4935.289062
	Iteration 118Q: 3 clusters Score -2061489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2061494.000000 Penalty: 4935.289062
	Iteration 119Q: 3 clusters Score -2061494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2061498.500000 Penalty: 4935.289062
	Iteration 120F: 3 clusters Score -2061498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2061497.875000 Penalty: 4935.289062
	Iteration 121Q: 3 clusters Score -2061498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2061499.250000 Penalty: 4935.289062
	Iteration 122Q: 3 clusters Score -2061499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2061498.500000 Penalty: 4935.289062
	Iteration 123Q: 3 clusters Score -2061498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2061498.625000 Penalty: 4935.289062
	Iteration 124Q: 3 clusters Score -2061499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2061505.375000 Penalty: 4935.289062
	Iteration 125Q: 3 clusters Score -2061505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2061500.625000 Penalty: 4935.289062
	Iteration 126Q: 3 clusters Score -2061501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2061500.000000 Penalty: 4935.289062
	Iteration 127Q: 3 clusters Score -2061500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2061500.625000 Penalty: 4935.289062
	Iteration 128Q: 3 clusters Score -2061501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2061499.875000 Penalty: 4935.289062
	Iteration 129Q: 3 clusters Score -2061500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2061501.750000 Penalty: 4935.289062
	Iteration 130Q: 3 clusters Score -2061502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2061502.000000 Penalty: 4935.289062
	Iteration 131Q: 3 clusters Score -2061502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2061502.625000 Penalty: 4935.289062
	Iteration 132Q: 3 clusters Score -2061503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2061500.750000 Penalty: 4935.289062
	Iteration 133Q: 3 clusters Score -2061501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2061502.875000 Penalty: 4935.289062
	Iteration 134Q: 3 clusters Score -2061503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2061507.000000 Penalty: 4935.289062
	Iteration 135Q: 3 clusters Score -2061507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2061507.000000 Penalty: 4935.289062
	Iteration 136Q: 3 clusters Score -2061507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2061513.000000 Penalty: 4935.289062
	Iteration 137Q: 3 clusters Score -2061513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2061514.500000 Penalty: 4935.289062
	Iteration 138Q: 3 clusters Score -2061514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2061511.375000 Penalty: 4935.289062
	Iteration 139Q: 3 clusters Score -2061511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2061513.500000 Penalty: 4935.289062
	Iteration 140F: 3 clusters Score -2061514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2061515.250000 Penalty: 4935.289062
	Iteration 141Q: 3 clusters Score -2061515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2061516.500000 Penalty: 4935.289062
	Iteration 142Q: 3 clusters Score -2061516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2061515.125000 Penalty: 4935.289062
	Iteration 143Q: 3 clusters Score -2061515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2061515.500000 Penalty: 4935.289062
	Iteration 144Q: 3 clusters Score -2061516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2061515.375000 Penalty: 4935.289062
	Iteration 145Q: 3 clusters Score -2061515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2061514.000000 Penalty: 4935.289062
	Iteration 146Q: 3 clusters Score -2061514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2061514.750000 Penalty: 4935.289062
	Iteration 147Q: 3 clusters Score -2061515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2061512.500000 Penalty: 4935.289062
	Iteration 148Q: 3 clusters Score -2061512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2061515.000000 Penalty: 4935.289062
	Iteration 149Q: 3 clusters Score -2061515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2061517.000000 Penalty: 4935.289062
	Iteration 150Q: 3 clusters Score -2061517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2061517.000000 Penalty: 4935.289062
	Iteration 151F: 3 clusters Score -2061517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -320710.812500 Penalty: 1989.434326
	Iteration 0F: 2 clusters Score -320710.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -317382.906250 Penalty: 3978.868652
	Iteration 0F: 3 clusters Score -317382.9 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -318056.843750 Penalty: 3978.868652
	Iteration 1F: 3 clusters Score -318056.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -318216.750000 Penalty: 3978.868652
	Iteration 2F: 3 clusters Score -318216.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -318298.343750 Penalty: 3978.868652
	Iteration 3Q: 3 clusters Score -318298.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -318347.812500 Penalty: 3978.868652
	Iteration 4Q: 3 clusters Score -318347.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -318381.312500 Penalty: 3978.868652
	Iteration 5Q: 3 clusters Score -318381.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -318409.968750 Penalty: 3978.868652
	Iteration 6Q: 3 clusters Score -318410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -318430.968750 Penalty: 3978.868652
	Iteration 7Q: 3 clusters Score -318431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -318446.593750 Penalty: 3978.868652
	Iteration 8Q: 3 clusters Score -318446.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -318452.031250 Penalty: 3978.868652
	Iteration 9Q: 3 clusters Score -318452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -318459.468750 Penalty: 3978.868652
	Iteration 10Q: 3 clusters Score -318459.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -318465.062500 Penalty: 3978.868652
	Iteration 11Q: 3 clusters Score -318465.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -318472.093750 Penalty: 3978.868652
	Iteration 12Q: 3 clusters Score -318472.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -318476.406250 Penalty: 3978.868652
	Iteration 13Q: 3 clusters Score -318476.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -318481.687500 Penalty: 3978.868652
	Iteration 14Q: 3 clusters Score -318481.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -318490.250000 Penalty: 3978.868652
	Iteration 15Q: 3 clusters Score -318490.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -318496.437500 Penalty: 3978.868652
	Iteration 16Q: 3 clusters Score -318496.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -318504.812500 Penalty: 3978.868652
	Iteration 17Q: 3 clusters Score -318504.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -318510.750000 Penalty: 3978.868652
	Iteration 18Q: 3 clusters Score -318510.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -318513.625000 Penalty: 3978.868652
	Iteration 19Q: 3 clusters Score -318513.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -318516.906250 Penalty: 3978.868652
	Iteration 20F: 3 clusters Score -318516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -318518.468750 Penalty: 3978.868652
	Iteration 21Q: 3 clusters Score -318518.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -318518.468750 Penalty: 3978.868652
	Iteration 22F: 3 clusters Score -318518.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Entering Unmasked Estep 
Score: -2069310.000000 Penalty: 2467.360596
	Iteration 0F: 2 clusters Score -2069310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2054530.250000 Penalty: 4934.721191
	Iteration 0F: 3 clusters Score -2054530 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2059572.250000 Penalty: 4934.721191
	Iteration 1F: 3 clusters Score -2059572 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2059984.000000 Penalty: 4934.721191
	Iteration 2F: 3 clusters Score -2059984 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2060409.750000 Penalty: 4934.721191
	Iteration 3Q: 3 clusters Score -2060410 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2060879.500000 Penalty: 4934.721191
	Iteration 4Q: 3 clusters Score -2060880 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2061487.625000 Penalty: 4934.721191
	Iteration 5F: 3 clusters Score -2061488 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2062270.000000 Penalty: 4934.721191
	Iteration 6F: 3 clusters Score -2062270 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2063343.500000 Penalty: 4934.721191
	Iteration 7F: 3 clusters Score -2063344 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2064515.500000 Penalty: 4934.721191
	Iteration 8F: 3 clusters Score -2064516 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2065558.500000 Penalty: 4934.721191
	Iteration 9F: 3 clusters Score -2065558 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2066269.125000 Penalty: 4934.721191
	Iteration 10Q: 3 clusters Score -2066269 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2066685.625000 Penalty: 4934.721191
	Iteration 11Q: 3 clusters Score -2066686 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2066913.875000 Penalty: 4934.721191
	Iteration 12Q: 3 clusters Score -2066914 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2067044.500000 Penalty: 4934.721191
	Iteration 13Q: 3 clusters Score -2067044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2067114.000000 Penalty: 4934.721191
	Iteration 14Q: 3 clusters Score -2067114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2067145.125000 Penalty: 4934.721191
	Iteration 15Q: 3 clusters Score -2067145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2067160.125000 Penalty: 4934.721191
	Iteration 16Q: 3 clusters Score -2067160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2067172.125000 Penalty: 4934.721191
	Iteration 17Q: 3 clusters Score -2067172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2067177.000000 Penalty: 4934.721191
	Iteration 18Q: 3 clusters Score -2067177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2067183.625000 Penalty: 4934.721191
	Iteration 19Q: 3 clusters Score -2067184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2067183.125000 Penalty: 4934.721191
	Iteration 20F: 3 clusters Score -2067183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2067186.000000 Penalty: 4934.721191
	Iteration 21Q: 3 clusters Score -2067186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2067194.625000 Penalty: 4934.721191
	Iteration 22Q: 3 clusters Score -2067195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2067192.875000 Penalty: 4934.721191
	Iteration 23Q: 3 clusters Score -2067193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2067194.875000 Penalty: 4934.721191
	Iteration 24Q: 3 clusters Score -2067195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2067194.875000 Penalty: 4934.721191
	Iteration 25F: 3 clusters Score -2067195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Entering Unmasked Estep 
Score: -4791571.500000 Penalty: 2668.086426
	Iteration 0F: 2 clusters Score -4791572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -4759834.000000 Penalty: 5336.172852
	Iteration 0F: 3 clusters Score -4759834 nChanged 21633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -4771628.500000 Penalty: 5336.172852
	Iteration 1F: 3 clusters Score -4771628 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -4772132.500000 Penalty: 5336.172852
	Iteration 2Q: 3 clusters Score -4772132 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -4772629.500000 Penalty: 5336.172852
	Iteration 3Q: 3 clusters Score -4772630 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -4773168.000000 Penalty: 5336.172852
	Iteration 4Q: 3 clusters Score -4773168 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -4773746.500000 Penalty: 5336.172852
	Iteration 5Q: 3 clusters Score -4773746 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -4774451.500000 Penalty: 5336.172852
	Iteration 6Q: 3 clusters Score -4774452 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -4775343.000000 Penalty: 5336.172852
	Iteration 7Q: 3 clusters Score -4775343 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -4776607.500000 Penalty: 5336.172852
	Iteration 8Q: 3 clusters Score -4776608 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -4778249.000000 Penalty: 5336.172852
	Iteration 9F: 3 clusters Score -4778249 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -4780176.000000 Penalty: 5336.172852
	Iteration 10F: 3 clusters Score -4780176 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -4782223.500000 Penalty: 5336.172852
	Iteration 11F: 3 clusters Score -4782224 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -4784182.500000 Penalty: 5336.172852
	Iteration 12F: 3 clusters Score -4784182 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -4785660.500000 Penalty: 5336.172852
	Iteration 13Q: 3 clusters Score -4785660 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -4786749.500000 Penalty: 5336.172852
	Iteration 14Q: 3 clusters Score -4786750 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -4787505.000000 Penalty: 5336.172852
	Iteration 15Q: 3 clusters Score -4787505 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -4787907.500000 Penalty: 5336.172852
	Iteration 16Q: 3 clusters Score -4787908 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -4788145.000000 Penalty: 5336.172852
	Iteration 17Q: 3 clusters Score -4788145 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -4788384.500000 Penalty: 5336.172852
	Iteration 18Q: 3 clusters Score -4788384 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -4788527.500000 Penalty: 5336.172852
	Iteration 19Q: 3 clusters Score -4788528 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -4788647.500000 Penalty: 5336.172852
	Iteration 20F: 3 clusters Score -4788648 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -4788760.500000 Penalty: 5336.172852
	Iteration 21Q: 3 clusters Score -4788760 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -4788832.500000 Penalty: 5336.172852
	Iteration 22Q: 3 clusters Score -4788832 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -4788908.000000 Penalty: 5336.172852
	Iteration 23Q: 3 clusters Score -4788908 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -4788963.500000 Penalty: 5336.172852
	Iteration 24Q: 3 clusters Score -4788964 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -4789014.500000 Penalty: 5336.172852
	Iteration 25Q: 3 clusters Score -4789014 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -4789048.500000 Penalty: 5336.172852
	Iteration 26Q: 3 clusters Score -4789048 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -4789083.500000 Penalty: 5336.172852
	Iteration 27Q: 3 clusters Score -4789084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -4789109.000000 Penalty: 5336.172852
	Iteration 28Q: 3 clusters Score -4789109 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -4789141.500000 Penalty: 5336.172852
	Iteration 29Q: 3 clusters Score -4789142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -4789166.500000 Penalty: 5336.172852
	Iteration 30Q: 3 clusters Score -4789166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -4789192.000000 Penalty: 5336.172852
	Iteration 31Q: 3 clusters Score -4789192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -4789203.500000 Penalty: 5336.172852
	Iteration 32Q: 3 clusters Score -4789204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -4789225.500000 Penalty: 5336.172852
	Iteration 33Q: 3 clusters Score -4789226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -4789233.000000 Penalty: 5336.172852
	Iteration 34Q: 3 clusters Score -4789233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -4789259.000000 Penalty: 5336.172852
	Iteration 35Q: 3 clusters Score -4789259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -4789273.000000 Penalty: 5336.172852
	Iteration 36Q: 3 clusters Score -4789273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -4789285.500000 Penalty: 5336.172852
	Iteration 37Q: 3 clusters Score -4789286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -4789299.500000 Penalty: 5336.172852
	Iteration 38Q: 3 clusters Score -4789300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -4789303.000000 Penalty: 5336.172852
	Iteration 39Q: 3 clusters Score -4789303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -4789315.500000 Penalty: 5336.172852
	Iteration 40F: 3 clusters Score -4789316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -4789326.000000 Penalty: 5336.172852
	Iteration 41Q: 3 clusters Score -4789326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -4789351.500000 Penalty: 5336.172852
	Iteration 42Q: 3 clusters Score -4789352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -4789366.500000 Penalty: 5336.172852
	Iteration 43Q: 3 clusters Score -4789366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -4789379.000000 Penalty: 5336.172852
	Iteration 44Q: 3 clusters Score -4789379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -4789385.500000 Penalty: 5336.172852
	Iteration 45Q: 3 clusters Score -4789386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -4789386.500000 Penalty: 5336.172852
	Iteration 46Q: 3 clusters Score -4789386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -4789389.500000 Penalty: 5336.172852
	Iteration 47Q: 3 clusters Score -4789390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -4789388.500000 Penalty: 5336.172852
	Iteration 48Q: 3 clusters Score -4789388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -4789402.000000 Penalty: 5336.172852
	Iteration 49Q: 3 clusters Score -4789402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -4789401.500000 Penalty: 5336.172852
	Iteration 50Q: 3 clusters Score -4789402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -4789401.000000 Penalty: 5336.172852
	Iteration 51Q: 3 clusters Score -4789401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -4789401.000000 Penalty: 5336.172852
	Iteration 52F: 3 clusters Score -4789401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Entering Unmasked Estep 
Score: -3272245.500000 Penalty: 2600.931885
	Iteration 0F: 2 clusters Score -3272246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3247741.000000 Penalty: 5201.863770
	Iteration 0F: 3 clusters Score -3247741 nChanged 16405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -3257031.500000 Penalty: 5201.863770
	Iteration 1F: 3 clusters Score -3257032 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3257746.250000 Penalty: 5201.863770
	Iteration 2F: 3 clusters Score -3257746 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3258430.250000 Penalty: 5201.863770
	Iteration 3Q: 3 clusters Score -3258430 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -3259173.500000 Penalty: 5201.863770
	Iteration 4Q: 3 clusters Score -3259174 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3259868.500000 Penalty: 5201.863770
	Iteration 5Q: 3 clusters Score -3259868 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3260611.750000 Penalty: 5201.863770
	Iteration 6Q: 3 clusters Score -3260612 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -3261335.500000 Penalty: 5201.863770
	Iteration 7Q: 3 clusters Score -3261336 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3262063.000000 Penalty: 5201.863770
	Iteration 8Q: 3 clusters Score -3262063 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3262668.000000 Penalty: 5201.863770
	Iteration 9Q: 3 clusters Score -3262668 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3263265.250000 Penalty: 5201.863770
	Iteration 10Q: 3 clusters Score -3263265 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -3263776.500000 Penalty: 5201.863770
	Iteration 11Q: 3 clusters Score -3263776 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3264243.000000 Penalty: 5201.863770
	Iteration 12Q: 3 clusters Score -3264243 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3264655.000000 Penalty: 5201.863770
	Iteration 13Q: 3 clusters Score -3264655 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3265020.750000 Penalty: 5201.863770
	Iteration 14Q: 3 clusters Score -3265021 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3265389.000000 Penalty: 5201.863770
	Iteration 15Q: 3 clusters Score -3265389 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3265742.250000 Penalty: 5201.863770
	Iteration 16Q: 3 clusters Score -3265742 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3266033.750000 Penalty: 5201.863770
	Iteration 17Q: 3 clusters Score -3266034 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3266248.750000 Penalty: 5201.863770
	Iteration 18Q: 3 clusters Score -3266249 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3266430.500000 Penalty: 5201.863770
	Iteration 19Q: 3 clusters Score -3266430 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -3266597.750000 Penalty: 5201.863770
	Iteration 20F: 3 clusters Score -3266598 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3266726.000000 Penalty: 5201.863770
	Iteration 21Q: 3 clusters Score -3266726 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3266842.500000 Penalty: 5201.863770
	Iteration 22Q: 3 clusters Score -3266842 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3266964.250000 Penalty: 5201.863770
	Iteration 23Q: 3 clusters Score -3266964 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -3267085.750000 Penalty: 5201.863770
	Iteration 24Q: 3 clusters Score -3267086 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3267214.250000 Penalty: 5201.863770
	Iteration 25Q: 3 clusters Score -3267214 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3267333.500000 Penalty: 5201.863770
	Iteration 26Q: 3 clusters Score -3267334 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3267432.250000 Penalty: 5201.863770
	Iteration 27Q: 3 clusters Score -3267432 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -3267540.750000 Penalty: 5201.863770
	Iteration 28Q: 3 clusters Score -3267541 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3267636.000000 Penalty: 5201.863770
	Iteration 29Q: 3 clusters Score -3267636 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3267740.750000 Penalty: 5201.863770
	Iteration 30Q: 3 clusters Score -3267741 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3267851.500000 Penalty: 5201.863770
	Iteration 31Q: 3 clusters Score -3267852 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -3267983.250000 Penalty: 5201.863770
	Iteration 32Q: 3 clusters Score -3267983 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3268085.750000 Penalty: 5201.863770
	Iteration 33Q: 3 clusters Score -3268086 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -3268212.750000 Penalty: 5201.863770
	Iteration 34Q: 3 clusters Score -3268213 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3268319.500000 Penalty: 5201.863770
	Iteration 35Q: 3 clusters Score -3268320 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3268416.250000 Penalty: 5201.863770
	Iteration 36Q: 3 clusters Score -3268416 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3268526.750000 Penalty: 5201.863770
	Iteration 37Q: 3 clusters Score -3268527 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -3268647.750000 Penalty: 5201.863770
	Iteration 38Q: 3 clusters Score -3268648 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3268787.500000 Penalty: 5201.863770
	Iteration 39Q: 3 clusters Score -3268788 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3268930.000000 Penalty: 5201.863770
	Iteration 40F: 3 clusters Score -3268930 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3269078.750000 Penalty: 5201.863770
	Iteration 41Q: 3 clusters Score -3269079 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3269246.000000 Penalty: 5201.863770
	Iteration 42Q: 3 clusters Score -3269246 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3269408.750000 Penalty: 5201.863770
	Iteration 43Q: 3 clusters Score -3269409 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3269550.500000 Penalty: 5201.863770
	Iteration 44Q: 3 clusters Score -3269550 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3269715.500000 Penalty: 5201.863770
	Iteration 45Q: 3 clusters Score -3269716 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3269826.500000 Penalty: 5201.863770
	Iteration 46Q: 3 clusters Score -3269826 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3269928.500000 Penalty: 5201.863770
	Iteration 47Q: 3 clusters Score -3269928 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3270033.250000 Penalty: 5201.863770
	Iteration 48Q: 3 clusters Score -3270033 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3270117.000000 Penalty: 5201.863770
	Iteration 49Q: 3 clusters Score -3270117 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3270209.000000 Penalty: 5201.863770
	Iteration 50Q: 3 clusters Score -3270209 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3270281.000000 Penalty: 5201.863770
	Iteration 51Q: 3 clusters Score -3270281 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3270349.750000 Penalty: 5201.863770
	Iteration 52Q: 3 clusters Score -3270350 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3270413.750000 Penalty: 5201.863770
	Iteration 53Q: 3 clusters Score -3270414 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3270450.250000 Penalty: 5201.863770
	Iteration 54Q: 3 clusters Score -3270450 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3270482.000000 Penalty: 5201.863770
	Iteration 55Q: 3 clusters Score -3270482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3270513.750000 Penalty: 5201.863770
	Iteration 56Q: 3 clusters Score -3270514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3270546.500000 Penalty: 5201.863770
	Iteration 57Q: 3 clusters Score -3270546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3270557.250000 Penalty: 5201.863770
	Iteration 58Q: 3 clusters Score -3270557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3270569.500000 Penalty: 5201.863770
	Iteration 59Q: 3 clusters Score -3270570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3270602.750000 Penalty: 5201.863770
	Iteration 60F: 3 clusters Score -3270603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3270626.750000 Penalty: 5201.863770
	Iteration 61Q: 3 clusters Score -3270627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3270642.500000 Penalty: 5201.863770
	Iteration 62Q: 3 clusters Score -3270642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3270640.250000 Penalty: 5201.863770
	Iteration 63Q: 3 clusters Score -3270640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3270644.000000 Penalty: 5201.863770
	Iteration 64Q: 3 clusters Score -3270644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3270649.500000 Penalty: 5201.863770
	Iteration 65Q: 3 clusters Score -3270650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3270652.750000 Penalty: 5201.863770
	Iteration 66Q: 3 clusters Score -3270653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3270653.500000 Penalty: 5201.863770
	Iteration 67Q: 3 clusters Score -3270654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3270659.750000 Penalty: 5201.863770
	Iteration 68Q: 3 clusters Score -3270660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3270664.250000 Penalty: 5201.863770
	Iteration 69Q: 3 clusters Score -3270664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3270673.500000 Penalty: 5201.863770
	Iteration 70Q: 3 clusters Score -3270674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3270668.250000 Penalty: 5201.863770
	Iteration 71Q: 3 clusters Score -3270668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3270668.750000 Penalty: 5201.863770
	Iteration 72Q: 3 clusters Score -3270669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3270667.500000 Penalty: 5201.863770
	Iteration 73Q: 3 clusters Score -3270668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3270668.500000 Penalty: 5201.863770
	Iteration 74Q: 3 clusters Score -3270668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3270670.000000 Penalty: 5201.863770
	Iteration 75F: 3 clusters Score -3270670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3270671.500000 Penalty: 5201.863770
	Iteration 76Q: 3 clusters Score -3270672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3270674.750000 Penalty: 5201.863770
	Iteration 77Q: 3 clusters Score -3270675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3270680.000000 Penalty: 5201.863770
	Iteration 78Q: 3 clusters Score -3270680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3270681.500000 Penalty: 5201.863770
	Iteration 79Q: 3 clusters Score -3270682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3270679.000000 Penalty: 5201.863770
	Iteration 80F: 3 clusters Score -3270679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3270688.500000 Penalty: 5201.863770
	Iteration 81Q: 3 clusters Score -3270688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3270691.750000 Penalty: 5201.863770
	Iteration 82Q: 3 clusters Score -3270692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3270695.000000 Penalty: 5201.863770
	Iteration 83Q: 3 clusters Score -3270695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3270694.500000 Penalty: 5201.863770
	Iteration 84Q: 3 clusters Score -3270694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3270698.500000 Penalty: 5201.863770
	Iteration 85Q: 3 clusters Score -3270698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3270698.500000 Penalty: 5201.863770
	Iteration 86F: 3 clusters Score -3270698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Entering Unmasked Estep 
Score: -1033032.875000 Penalty: 2302.030762
	Iteration 0F: 2 clusters Score -1033033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1024939.375000 Penalty: 4604.061523
	Iteration 0F: 3 clusters Score -1024939 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1027409.062500 Penalty: 4604.061523
	Iteration 1F: 3 clusters Score -1027409 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1027771.812500 Penalty: 4604.061523
	Iteration 2F: 3 clusters Score -1027772 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1028036.250000 Penalty: 4604.061523
	Iteration 3F: 3 clusters Score -1028036 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1028249.375000 Penalty: 4604.061523
	Iteration 4Q: 3 clusters Score -1028249 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1028439.437500 Penalty: 4604.061523
	Iteration 5Q: 3 clusters Score -1028439 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1028617.500000 Penalty: 4604.061523
	Iteration 6Q: 3 clusters Score -1028618 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1028785.437500 Penalty: 4604.061523
	Iteration 7Q: 3 clusters Score -1028785 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1028936.750000 Penalty: 4604.061523
	Iteration 8Q: 3 clusters Score -1028937 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1029093.625000 Penalty: 4604.061523
	Iteration 9Q: 3 clusters Score -1029094 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1029281.000000 Penalty: 4604.061523
	Iteration 10Q: 3 clusters Score -1029281 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1029477.000000 Penalty: 4604.061523
	Iteration 11Q: 3 clusters Score -1029477 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1029644.187500 Penalty: 4604.061523
	Iteration 12Q: 3 clusters Score -1029644 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1029803.750000 Penalty: 4604.061523
	Iteration 13Q: 3 clusters Score -1029804 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1029948.250000 Penalty: 4604.061523
	Iteration 14Q: 3 clusters Score -1029948 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1030096.437500 Penalty: 4604.061523
	Iteration 15Q: 3 clusters Score -1030096 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1030221.687500 Penalty: 4604.061523
	Iteration 16Q: 3 clusters Score -1030222 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1030335.875000 Penalty: 4604.061523
	Iteration 17Q: 3 clusters Score -1030336 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1030431.875000 Penalty: 4604.061523
	Iteration 18Q: 3 clusters Score -1030432 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1030520.187500 Penalty: 4604.061523
	Iteration 19Q: 3 clusters Score -1030520 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1030587.312500 Penalty: 4604.061523
	Iteration 20F: 3 clusters Score -1030587 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1030637.437500 Penalty: 4604.061523
	Iteration 21Q: 3 clusters Score -1030637 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1030696.062500 Penalty: 4604.061523
	Iteration 22Q: 3 clusters Score -1030696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1030743.187500 Penalty: 4604.061523
	Iteration 23Q: 3 clusters Score -1030743 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1030789.062500 Penalty: 4604.061523
	Iteration 24Q: 3 clusters Score -1030789 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1030830.500000 Penalty: 4604.061523
	Iteration 25Q: 3 clusters Score -1030830 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1030861.125000 Penalty: 4604.061523
	Iteration 26Q: 3 clusters Score -1030861 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1030890.125000 Penalty: 4604.061523
	Iteration 27Q: 3 clusters Score -1030890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1030907.562500 Penalty: 4604.061523
	Iteration 28Q: 3 clusters Score -1030908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1030934.000000 Penalty: 4604.061523
	Iteration 29Q: 3 clusters Score -1030934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1030959.437500 Penalty: 4604.061523
	Iteration 30Q: 3 clusters Score -1030959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1030975.375000 Penalty: 4604.061523
	Iteration 31Q: 3 clusters Score -1030975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1030983.312500 Penalty: 4604.061523
	Iteration 32Q: 3 clusters Score -1030983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1030997.500000 Penalty: 4604.061523
	Iteration 33Q: 3 clusters Score -1030998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1031011.062500 Penalty: 4604.061523
	Iteration 34Q: 3 clusters Score -1031011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1031015.625000 Penalty: 4604.061523
	Iteration 35Q: 3 clusters Score -1031016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1031017.812500 Penalty: 4604.061523
	Iteration 36Q: 3 clusters Score -1031018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1031019.625000 Penalty: 4604.061523
	Iteration 37Q: 3 clusters Score -1031020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1031020.312500 Penalty: 4604.061523
	Iteration 38Q: 3 clusters Score -1031020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1031021.187500 Penalty: 4604.061523
	Iteration 39Q: 3 clusters Score -1031021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1031023.812500 Penalty: 4604.061523
	Iteration 40F: 3 clusters Score -1031024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1031026.687500 Penalty: 4604.061523
	Iteration 41Q: 3 clusters Score -1031027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1031030.750000 Penalty: 4604.061523
	Iteration 42Q: 3 clusters Score -1031031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1031032.375000 Penalty: 4604.061523
	Iteration 43Q: 3 clusters Score -1031032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1031032.500000 Penalty: 4604.061523
	Iteration 44Q: 3 clusters Score -1031032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1031036.312500 Penalty: 4604.061523
	Iteration 45Q: 3 clusters Score -1031036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1031040.937500 Penalty: 4604.061523
	Iteration 46Q: 3 clusters Score -1031041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1031043.937500 Penalty: 4604.061523
	Iteration 47Q: 3 clusters Score -1031044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1031048.750000 Penalty: 4604.061523
	Iteration 48Q: 3 clusters Score -1031049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1031049.875000 Penalty: 4604.061523
	Iteration 49Q: 3 clusters Score -1031050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1031052.250000 Penalty: 4604.061523
	Iteration 50Q: 3 clusters Score -1031052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1031055.500000 Penalty: 4604.061523
	Iteration 51Q: 3 clusters Score -1031056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1031056.250000 Penalty: 4604.061523
	Iteration 52Q: 3 clusters Score -1031056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1031059.562500 Penalty: 4604.061523
	Iteration 53Q: 3 clusters Score -1031060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1031063.562500 Penalty: 4604.061523
	Iteration 54Q: 3 clusters Score -1031064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1031067.437500 Penalty: 4604.061523
	Iteration 55Q: 3 clusters Score -1031067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1031069.125000 Penalty: 4604.061523
	Iteration 56Q: 3 clusters Score -1031069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1031071.062500 Penalty: 4604.061523
	Iteration 57Q: 3 clusters Score -1031071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1031076.625000 Penalty: 4604.061523
	Iteration 58Q: 3 clusters Score -1031077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1031080.250000 Penalty: 4604.061523
	Iteration 59Q: 3 clusters Score -1031080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1031082.875000 Penalty: 4604.061523
	Iteration 60F: 3 clusters Score -1031083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1031084.187500 Penalty: 4604.061523
	Iteration 61Q: 3 clusters Score -1031084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1031083.187500 Penalty: 4604.061523
	Iteration 62Q: 3 clusters Score -1031083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1031086.437500 Penalty: 4604.061523
	Iteration 63Q: 3 clusters Score -1031086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1031087.000000 Penalty: 4604.061523
	Iteration 64Q: 3 clusters Score -1031087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1031088.062500 Penalty: 4604.061523
	Iteration 65Q: 3 clusters Score -1031088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1031089.625000 Penalty: 4604.061523
	Iteration 66Q: 3 clusters Score -1031090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1031089.625000 Penalty: 4604.061523
	Iteration 67F: 3 clusters Score -1031090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Entering Unmasked Estep 
Score: -905487.875000 Penalty: 2261.238281
	Iteration 0F: 2 clusters Score -905487.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -898360.687500 Penalty: 4522.476562
	Iteration 0F: 3 clusters Score -898360.7 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -900528.062500 Penalty: 4522.476562
	Iteration 1F: 3 clusters Score -900528.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -900973.187500 Penalty: 4522.476562
	Iteration 2F: 3 clusters Score -900973.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -901378.937500 Penalty: 4522.476562
	Iteration 3F: 3 clusters Score -901378.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -901722.125000 Penalty: 4522.476562
	Iteration 4F: 3 clusters Score -901722.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -902009.312500 Penalty: 4522.476562
	Iteration 5Q: 3 clusters Score -902009.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -902268.187500 Penalty: 4522.476562
	Iteration 6Q: 3 clusters Score -902268.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -902473.687500 Penalty: 4522.476562
	Iteration 7Q: 3 clusters Score -902473.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -902696.937500 Penalty: 4522.476562
	Iteration 8Q: 3 clusters Score -902696.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -902884.375000 Penalty: 4522.476562
	Iteration 9Q: 3 clusters Score -902884.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -903047.000000 Penalty: 4522.476562
	Iteration 10Q: 3 clusters Score -903047 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -903165.437500 Penalty: 4522.476562
	Iteration 11Q: 3 clusters Score -903165.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -903253.375000 Penalty: 4522.476562
	Iteration 12Q: 3 clusters Score -903253.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -903320.875000 Penalty: 4522.476562
	Iteration 13Q: 3 clusters Score -903320.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -903383.250000 Penalty: 4522.476562
	Iteration 14Q: 3 clusters Score -903383.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -903443.750000 Penalty: 4522.476562
	Iteration 15Q: 3 clusters Score -903443.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -903497.000000 Penalty: 4522.476562
	Iteration 16Q: 3 clusters Score -903497 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -903535.187500 Penalty: 4522.476562
	Iteration 17Q: 3 clusters Score -903535.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -903575.812500 Penalty: 4522.476562
	Iteration 18Q: 3 clusters Score -903575.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -903614.687500 Penalty: 4522.476562
	Iteration 19Q: 3 clusters Score -903614.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -903656.437500 Penalty: 4522.476562
	Iteration 20F: 3 clusters Score -903656.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -903695.500000 Penalty: 4522.476562
	Iteration 21Q: 3 clusters Score -903695.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -903738.000000 Penalty: 4522.476562
	Iteration 22Q: 3 clusters Score -903738 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -903769.750000 Penalty: 4522.476562
	Iteration 23Q: 3 clusters Score -903769.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -903793.562500 Penalty: 4522.476562
	Iteration 24Q: 3 clusters Score -903793.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -903805.875000 Penalty: 4522.476562
	Iteration 25Q: 3 clusters Score -903805.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -903825.875000 Penalty: 4522.476562
	Iteration 26Q: 3 clusters Score -903825.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -903838.875000 Penalty: 4522.476562
	Iteration 27Q: 3 clusters Score -903838.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -903851.875000 Penalty: 4522.476562
	Iteration 28Q: 3 clusters Score -903851.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -903859.437500 Penalty: 4522.476562
	Iteration 29Q: 3 clusters Score -903859.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -903868.812500 Penalty: 4522.476562
	Iteration 30Q: 3 clusters Score -903868.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -903873.062500 Penalty: 4522.476562
	Iteration 31Q: 3 clusters Score -903873.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -903876.375000 Penalty: 4522.476562
	Iteration 32Q: 3 clusters Score -903876.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -903883.625000 Penalty: 4522.476562
	Iteration 33Q: 3 clusters Score -903883.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -903887.937500 Penalty: 4522.476562
	Iteration 34Q: 3 clusters Score -903887.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -903894.750000 Penalty: 4522.476562
	Iteration 35Q: 3 clusters Score -903894.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -903897.187500 Penalty: 4522.476562
	Iteration 36Q: 3 clusters Score -903897.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -903900.187500 Penalty: 4522.476562
	Iteration 37Q: 3 clusters Score -903900.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -903898.750000 Penalty: 4522.476562
	Iteration 38Q: 3 clusters Score -903898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -903898.625000 Penalty: 4522.476562
	Iteration 39Q: 3 clusters Score -903898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -903898.687500 Penalty: 4522.476562
	Iteration 40F: 3 clusters Score -903898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -903899.437500 Penalty: 4522.476562
	Iteration 41Q: 3 clusters Score -903899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -903900.125000 Penalty: 4522.476562
	Iteration 42Q: 3 clusters Score -903900.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -903900.125000 Penalty: 4522.476562
	Iteration 43F: 3 clusters Score -903900.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Entering Unmasked Estep 
Score: -1355934.875000 Penalty: 2355.800781
	Iteration 0F: 2 clusters Score -1355935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1346194.750000 Penalty: 4711.601562
	Iteration 0F: 3 clusters Score -1346195 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1349249.250000 Penalty: 4711.601562
	Iteration 1F: 3 clusters Score -1349249 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1349598.250000 Penalty: 4711.601562
	Iteration 2F: 3 clusters Score -1349598 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1349850.000000 Penalty: 4711.601562
	Iteration 3Q: 3 clusters Score -1349850 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1350047.000000 Penalty: 4711.601562
	Iteration 4Q: 3 clusters Score -1350047 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1350226.875000 Penalty: 4711.601562
	Iteration 5Q: 3 clusters Score -1350227 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1350372.500000 Penalty: 4711.601562
	Iteration 6Q: 3 clusters Score -1350372 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1350506.000000 Penalty: 4711.601562
	Iteration 7Q: 3 clusters Score -1350506 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1350631.375000 Penalty: 4711.601562
	Iteration 8Q: 3 clusters Score -1350631 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1350782.000000 Penalty: 4711.601562
	Iteration 9Q: 3 clusters Score -1350782 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1350969.625000 Penalty: 4711.601562
	Iteration 10Q: 3 clusters Score -1350970 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1351162.875000 Penalty: 4711.601562
	Iteration 11Q: 3 clusters Score -1351163 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1351383.000000 Penalty: 4711.601562
	Iteration 12Q: 3 clusters Score -1351383 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1351615.375000 Penalty: 4711.601562
	Iteration 13Q: 3 clusters Score -1351615 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1351918.125000 Penalty: 4711.601562
	Iteration 14Q: 3 clusters Score -1351918 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1352241.875000 Penalty: 4711.601562
	Iteration 15Q: 3 clusters Score -1352242 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1352554.000000 Penalty: 4711.601562
	Iteration 16Q: 3 clusters Score -1352554 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1352864.875000 Penalty: 4711.601562
	Iteration 17Q: 3 clusters Score -1352865 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1353153.250000 Penalty: 4711.601562
	Iteration 18Q: 3 clusters Score -1353153 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1353407.250000 Penalty: 4711.601562
	Iteration 19Q: 3 clusters Score -1353407 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1353568.750000 Penalty: 4711.601562
	Iteration 20F: 3 clusters Score -1353569 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1353689.375000 Penalty: 4711.601562
	Iteration 21Q: 3 clusters Score -1353689 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1353778.500000 Penalty: 4711.601562
	Iteration 22Q: 3 clusters Score -1353778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1353842.125000 Penalty: 4711.601562
	Iteration 23Q: 3 clusters Score -1353842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1353889.125000 Penalty: 4711.601562
	Iteration 24Q: 3 clusters Score -1353889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1353925.125000 Penalty: 4711.601562
	Iteration 25Q: 3 clusters Score -1353925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1353949.000000 Penalty: 4711.601562
	Iteration 26Q: 3 clusters Score -1353949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1353960.875000 Penalty: 4711.601562
	Iteration 27Q: 3 clusters Score -1353961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1353971.000000 Penalty: 4711.601562
	Iteration 28Q: 3 clusters Score -1353971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1353977.000000 Penalty: 4711.601562
	Iteration 29Q: 3 clusters Score -1353977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1353988.250000 Penalty: 4711.601562
	Iteration 30Q: 3 clusters Score -1353988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1353995.250000 Penalty: 4711.601562
	Iteration 31Q: 3 clusters Score -1353995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1354001.750000 Penalty: 4711.601562
	Iteration 32Q: 3 clusters Score -1354002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1354007.625000 Penalty: 4711.601562
	Iteration 33Q: 3 clusters Score -1354008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1354017.375000 Penalty: 4711.601562
	Iteration 34Q: 3 clusters Score -1354017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1354027.250000 Penalty: 4711.601562
	Iteration 35Q: 3 clusters Score -1354027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1354044.625000 Penalty: 4711.601562
	Iteration 36Q: 3 clusters Score -1354045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1354073.875000 Penalty: 4711.601562
	Iteration 37Q: 3 clusters Score -1354074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1354094.750000 Penalty: 4711.601562
	Iteration 38Q: 3 clusters Score -1354095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1354104.750000 Penalty: 4711.601562
	Iteration 39Q: 3 clusters Score -1354105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1354118.125000 Penalty: 4711.601562
	Iteration 40F: 3 clusters Score -1354118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1354127.750000 Penalty: 4711.601562
	Iteration 41Q: 3 clusters Score -1354128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1354140.875000 Penalty: 4711.601562
	Iteration 42Q: 3 clusters Score -1354141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1354163.375000 Penalty: 4711.601562
	Iteration 43Q: 3 clusters Score -1354163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1354194.375000 Penalty: 4711.601562
	Iteration 44Q: 3 clusters Score -1354194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1354210.500000 Penalty: 4711.601562
	Iteration 45Q: 3 clusters Score -1354210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1354228.875000 Penalty: 4711.601562
	Iteration 46Q: 3 clusters Score -1354229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1354239.750000 Penalty: 4711.601562
	Iteration 47Q: 3 clusters Score -1354240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1354240.875000 Penalty: 4711.601562
	Iteration 48Q: 3 clusters Score -1354241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1354241.250000 Penalty: 4711.601562
	Iteration 49Q: 3 clusters Score -1354241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1354245.000000 Penalty: 4711.601562
	Iteration 50Q: 3 clusters Score -1354245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1354245.000000 Penalty: 4711.601562
	Iteration 51F: 3 clusters Score -1354245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Entering Unmasked Estep 
Score: -791629.875000 Penalty: 2239.087646
	Iteration 0F: 2 clusters Score -791629.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -785034.062500 Penalty: 4478.175293
	Iteration 0F: 3 clusters Score -785034.1 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -787165.750000 Penalty: 4478.175293
	Iteration 1F: 3 clusters Score -787165.8 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -787964.125000 Penalty: 4478.175293
	Iteration 2F: 3 clusters Score -787964.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -788698.250000 Penalty: 4478.175293
	Iteration 3F: 3 clusters Score -788698.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -789381.062500 Penalty: 4478.175293
	Iteration 4F: 3 clusters Score -789381.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -789934.812500 Penalty: 4478.175293
	Iteration 5F: 3 clusters Score -789934.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -790256.000000 Penalty: 4478.175293
	Iteration 6F: 3 clusters Score -790256 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -790416.625000 Penalty: 4478.175293
	Iteration 7Q: 3 clusters Score -790416.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -790493.750000 Penalty: 4478.175293
	Iteration 8Q: 3 clusters Score -790493.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -790545.875000 Penalty: 4478.175293
	Iteration 9Q: 3 clusters Score -790545.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -790570.437500 Penalty: 4478.175293
	Iteration 10Q: 3 clusters Score -790570.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -790590.937500 Penalty: 4478.175293
	Iteration 11Q: 3 clusters Score -790590.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -790610.875000 Penalty: 4478.175293
	Iteration 12Q: 3 clusters Score -790610.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -790618.687500 Penalty: 4478.175293
	Iteration 13Q: 3 clusters Score -790618.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -790627.562500 Penalty: 4478.175293
	Iteration 14Q: 3 clusters Score -790627.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -790643.000000 Penalty: 4478.175293
	Iteration 15Q: 3 clusters Score -790643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -790658.125000 Penalty: 4478.175293
	Iteration 16Q: 3 clusters Score -790658.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -790672.250000 Penalty: 4478.175293
	Iteration 17Q: 3 clusters Score -790672.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -790681.812500 Penalty: 4478.175293
	Iteration 18Q: 3 clusters Score -790681.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -790688.062500 Penalty: 4478.175293
	Iteration 19Q: 3 clusters Score -790688.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -790690.062500 Penalty: 4478.175293
	Iteration 20F: 3 clusters Score -790690.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -790695.375000 Penalty: 4478.175293
	Iteration 21Q: 3 clusters Score -790695.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -790697.625000 Penalty: 4478.175293
	Iteration 22Q: 3 clusters Score -790697.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -790700.312500 Penalty: 4478.175293
	Iteration 23Q: 3 clusters Score -790700.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -790702.875000 Penalty: 4478.175293
	Iteration 24Q: 3 clusters Score -790702.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -790707.062500 Penalty: 4478.175293
	Iteration 25Q: 3 clusters Score -790707.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -790709.000000 Penalty: 4478.175293
	Iteration 26Q: 3 clusters Score -790709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -790710.625000 Penalty: 4478.175293
	Iteration 27Q: 3 clusters Score -790710.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -790713.875000 Penalty: 4478.175293
	Iteration 28Q: 3 clusters Score -790713.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -790717.250000 Penalty: 4478.175293
	Iteration 29Q: 3 clusters Score -790717.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -790720.500000 Penalty: 4478.175293
	Iteration 30Q: 3 clusters Score -790720.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -790724.062500 Penalty: 4478.175293
	Iteration 31Q: 3 clusters Score -790724.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -790727.437500 Penalty: 4478.175293
	Iteration 32Q: 3 clusters Score -790727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -790728.500000 Penalty: 4478.175293
	Iteration 33Q: 3 clusters Score -790728.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -790732.250000 Penalty: 4478.175293
	Iteration 34Q: 3 clusters Score -790732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -790732.812500 Penalty: 4478.175293
	Iteration 35Q: 3 clusters Score -790732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -790735.375000 Penalty: 4478.175293
	Iteration 36Q: 3 clusters Score -790735.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -790738.500000 Penalty: 4478.175293
	Iteration 37Q: 3 clusters Score -790738.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -790738.875000 Penalty: 4478.175293
	Iteration 38Q: 3 clusters Score -790738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -790738.625000 Penalty: 4478.175293
	Iteration 39Q: 3 clusters Score -790738.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -790741.125000 Penalty: 4478.175293
	Iteration 40F: 3 clusters Score -790741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -790740.750000 Penalty: 4478.175293
	Iteration 41Q: 3 clusters Score -790740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -790743.750000 Penalty: 4478.175293
	Iteration 42Q: 3 clusters Score -790743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -790743.750000 Penalty: 4478.175293
	Iteration 43Q: 3 clusters Score -790743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -790745.187500 Penalty: 4478.175293
	Iteration 44Q: 3 clusters Score -790745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -790743.937500 Penalty: 4478.175293
	Iteration 45Q: 3 clusters Score -790743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -790743.937500 Penalty: 4478.175293
	Iteration 46F: 3 clusters Score -790743.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Entering Unmasked Estep 
Score: -1604601.000000 Penalty: 2408.687012
	Iteration 0F: 2 clusters Score -1604601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1592727.250000 Penalty: 4817.374023
	Iteration 0F: 3 clusters Score -1592727 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1596594.500000 Penalty: 4817.374023
	Iteration 1F: 3 clusters Score -1596594 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1597042.500000 Penalty: 4817.374023
	Iteration 2F: 3 clusters Score -1597042 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1597428.250000 Penalty: 4817.374023
	Iteration 3F: 3 clusters Score -1597428 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1597815.625000 Penalty: 4817.374023
	Iteration 4Q: 3 clusters Score -1597816 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1598217.000000 Penalty: 4817.374023
	Iteration 5Q: 3 clusters Score -1598217 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1598622.000000 Penalty: 4817.374023
	Iteration 6Q: 3 clusters Score -1598622 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1599058.625000 Penalty: 4817.374023
	Iteration 7Q: 3 clusters Score -1599059 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1599560.875000 Penalty: 4817.374023
	Iteration 8Q: 3 clusters Score -1599561 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1600084.875000 Penalty: 4817.374023
	Iteration 9Q: 3 clusters Score -1600085 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1600591.875000 Penalty: 4817.374023
	Iteration 10Q: 3 clusters Score -1600592 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1601079.875000 Penalty: 4817.374023
	Iteration 11Q: 3 clusters Score -1601080 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1601489.375000 Penalty: 4817.374023
	Iteration 12Q: 3 clusters Score -1601489 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1601844.625000 Penalty: 4817.374023
	Iteration 13Q: 3 clusters Score -1601845 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1602090.875000 Penalty: 4817.374023
	Iteration 14Q: 3 clusters Score -1602091 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1602287.250000 Penalty: 4817.374023
	Iteration 15Q: 3 clusters Score -1602287 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1602408.375000 Penalty: 4817.374023
	Iteration 16Q: 3 clusters Score -1602408 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1602486.375000 Penalty: 4817.374023
	Iteration 17Q: 3 clusters Score -1602486 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1602555.250000 Penalty: 4817.374023
	Iteration 18Q: 3 clusters Score -1602555 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1602604.125000 Penalty: 4817.374023
	Iteration 19Q: 3 clusters Score -1602604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1602623.625000 Penalty: 4817.374023
	Iteration 20F: 3 clusters Score -1602624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1602637.875000 Penalty: 4817.374023
	Iteration 21Q: 3 clusters Score -1602638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1602647.500000 Penalty: 4817.374023
	Iteration 22Q: 3 clusters Score -1602648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1602653.875000 Penalty: 4817.374023
	Iteration 23Q: 3 clusters Score -1602654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1602654.375000 Penalty: 4817.374023
	Iteration 24Q: 3 clusters Score -1602654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1602663.500000 Penalty: 4817.374023
	Iteration 25Q: 3 clusters Score -1602664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1602668.875000 Penalty: 4817.374023
	Iteration 26Q: 3 clusters Score -1602669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1602677.875000 Penalty: 4817.374023
	Iteration 27Q: 3 clusters Score -1602678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1602677.125000 Penalty: 4817.374023
	Iteration 28Q: 3 clusters Score -1602677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1602678.375000 Penalty: 4817.374023
	Iteration 29Q: 3 clusters Score -1602678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1602679.750000 Penalty: 4817.374023
	Iteration 30Q: 3 clusters Score -1602680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1602680.625000 Penalty: 4817.374023
	Iteration 31Q: 3 clusters Score -1602681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1602678.875000 Penalty: 4817.374023
	Iteration 32Q: 3 clusters Score -1602679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1602678.875000 Penalty: 4817.374023
	Iteration 33F: 3 clusters Score -1602679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Entering Unmasked Estep 
Score: -932949.500000 Penalty: 2266.539795
	Iteration 0F: 2 clusters Score -932949.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -925712.812500 Penalty: 4533.079590
	Iteration 0F: 3 clusters Score -925712.8 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -927768.875000 Penalty: 4533.079590
	Iteration 1F: 3 clusters Score -927768.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -928047.062500 Penalty: 4533.079590
	Iteration 2F: 3 clusters Score -928047.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -928222.937500 Penalty: 4533.079590
	Iteration 3Q: 3 clusters Score -928222.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -928342.250000 Penalty: 4533.079590
	Iteration 4Q: 3 clusters Score -928342.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -928432.812500 Penalty: 4533.079590
	Iteration 5Q: 3 clusters Score -928432.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -928508.187500 Penalty: 4533.079590
	Iteration 6Q: 3 clusters Score -928508.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -928586.750000 Penalty: 4533.079590
	Iteration 7Q: 3 clusters Score -928586.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -928651.125000 Penalty: 4533.079590
	Iteration 8Q: 3 clusters Score -928651.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -928725.437500 Penalty: 4533.079590
	Iteration 9Q: 3 clusters Score -928725.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -928806.437500 Penalty: 4533.079590
	Iteration 10Q: 3 clusters Score -928806.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -928903.250000 Penalty: 4533.079590
	Iteration 11Q: 3 clusters Score -928903.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -929030.687500 Penalty: 4533.079590
	Iteration 12Q: 3 clusters Score -929030.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -929173.187500 Penalty: 4533.079590
	Iteration 13Q: 3 clusters Score -929173.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -929324.437500 Penalty: 4533.079590
	Iteration 14Q: 3 clusters Score -929324.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -929478.750000 Penalty: 4533.079590
	Iteration 15Q: 3 clusters Score -929478.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -929627.187500 Penalty: 4533.079590
	Iteration 16Q: 3 clusters Score -929627.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -929769.062500 Penalty: 4533.079590
	Iteration 17Q: 3 clusters Score -929769.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -929920.750000 Penalty: 4533.079590
	Iteration 18Q: 3 clusters Score -929920.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -930056.625000 Penalty: 4533.079590
	Iteration 19Q: 3 clusters Score -930056.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -930176.750000 Penalty: 4533.079590
	Iteration 20F: 3 clusters Score -930176.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -930280.812500 Penalty: 4533.079590
	Iteration 21Q: 3 clusters Score -930280.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -930370.062500 Penalty: 4533.079590
	Iteration 22Q: 3 clusters Score -930370.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -930449.312500 Penalty: 4533.079590
	Iteration 23Q: 3 clusters Score -930449.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -930514.125000 Penalty: 4533.079590
	Iteration 24Q: 3 clusters Score -930514.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -930565.437500 Penalty: 4533.079590
	Iteration 25Q: 3 clusters Score -930565.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -930612.750000 Penalty: 4533.079590
	Iteration 26Q: 3 clusters Score -930612.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -930674.937500 Penalty: 4533.079590
	Iteration 27Q: 3 clusters Score -930674.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -930739.937500 Penalty: 4533.079590
	Iteration 28Q: 3 clusters Score -930739.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -930779.750000 Penalty: 4533.079590
	Iteration 29Q: 3 clusters Score -930779.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -930821.125000 Penalty: 4533.079590
	Iteration 30Q: 3 clusters Score -930821.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -930871.062500 Penalty: 4533.079590
	Iteration 31Q: 3 clusters Score -930871.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -930901.375000 Penalty: 4533.079590
	Iteration 32Q: 3 clusters Score -930901.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -930930.125000 Penalty: 4533.079590
	Iteration 33Q: 3 clusters Score -930930.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -930958.187500 Penalty: 4533.079590
	Iteration 34Q: 3 clusters Score -930958.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -930976.187500 Penalty: 4533.079590
	Iteration 35Q: 3 clusters Score -930976.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -930991.875000 Penalty: 4533.079590
	Iteration 36Q: 3 clusters Score -930991.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -931005.062500 Penalty: 4533.079590
	Iteration 37Q: 3 clusters Score -931005.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -931023.125000 Penalty: 4533.079590
	Iteration 38Q: 3 clusters Score -931023.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -931035.187500 Penalty: 4533.079590
	Iteration 39Q: 3 clusters Score -931035.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -931040.437500 Penalty: 4533.079590
	Iteration 40F: 3 clusters Score -931040.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -931046.500000 Penalty: 4533.079590
	Iteration 41Q: 3 clusters Score -931046.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -931055.812500 Penalty: 4533.079590
	Iteration 42Q: 3 clusters Score -931055.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -931062.687500 Penalty: 4533.079590
	Iteration 43Q: 3 clusters Score -931062.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -931067.875000 Penalty: 4533.079590
	Iteration 44Q: 3 clusters Score -931067.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -931072.812500 Penalty: 4533.079590
	Iteration 45Q: 3 clusters Score -931072.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -931076.562500 Penalty: 4533.079590
	Iteration 46Q: 3 clusters Score -931076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -931078.375000 Penalty: 4533.079590
	Iteration 47Q: 3 clusters Score -931078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -931078.562500 Penalty: 4533.079590
	Iteration 48Q: 3 clusters Score -931078.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -931083.250000 Penalty: 4533.079590
	Iteration 49Q: 3 clusters Score -931083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -931084.687500 Penalty: 4533.079590
	Iteration 50Q: 3 clusters Score -931084.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -931086.687500 Penalty: 4533.079590
	Iteration 51Q: 3 clusters Score -931086.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -931087.562500 Penalty: 4533.079590
	Iteration 52Q: 3 clusters Score -931087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -931088.562500 Penalty: 4533.079590
	Iteration 53Q: 3 clusters Score -931088.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -931089.062500 Penalty: 4533.079590
	Iteration 54Q: 3 clusters Score -931089.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -931093.250000 Penalty: 4533.079590
	Iteration 55Q: 3 clusters Score -931093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -931101.000000 Penalty: 4533.079590
	Iteration 56Q: 3 clusters Score -931101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -931108.125000 Penalty: 4533.079590
	Iteration 57Q: 3 clusters Score -931108.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -931117.437500 Penalty: 4533.079590
	Iteration 58Q: 3 clusters Score -931117.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -931136.875000 Penalty: 4533.079590
	Iteration 59Q: 3 clusters Score -931136.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -931147.937500 Penalty: 4533.079590
	Iteration 60F: 3 clusters Score -931147.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -931152.812500 Penalty: 4533.079590
	Iteration 61Q: 3 clusters Score -931152.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -931157.625000 Penalty: 4533.079590
	Iteration 62Q: 3 clusters Score -931157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -931163.062500 Penalty: 4533.079590
	Iteration 63Q: 3 clusters Score -931163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -931164.625000 Penalty: 4533.079590
	Iteration 64Q: 3 clusters Score -931164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -931166.562500 Penalty: 4533.079590
	Iteration 65Q: 3 clusters Score -931166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -931166.562500 Penalty: 4533.079590
	Iteration 66F: 3 clusters Score -931166.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (90296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90296 members 
Entering Unmasked Estep 
Score: -9257383.000000 Penalty: 2829.890381
	Iteration 0F: 2 clusters Score -9257383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -9197186.000000 Penalty: 5659.780762
	Iteration 0F: 3 clusters Score -9197186 nChanged 42629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -9221716.000000 Penalty: 5659.780762
	Iteration 1F: 3 clusters Score -9221716 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -9222853.000000 Penalty: 5659.780762
	Iteration 2Q: 3 clusters Score -9222853 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -9224505.000000 Penalty: 5659.780762
	Iteration 3Q: 3 clusters Score -9224505 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -9226940.000000 Penalty: 5659.780762
	Iteration 4F: 3 clusters Score -9226940 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -9230620.000000 Penalty: 5659.780762
	Iteration 5F: 3 clusters Score -9230620 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 62971 members 
Entering Unmasked Estep 
Score: -9235449.000000 Penalty: 5659.780762
	Iteration 6F: 3 clusters Score -9235449 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -9240594.000000 Penalty: 5659.780762
	Iteration 7F: 3 clusters Score -9240594 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -9244750.000000 Penalty: 5659.780762
	Iteration 8F: 3 clusters Score -9244750 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 75746 members 
Entering Unmasked Estep 
Score: -9247812.000000 Penalty: 5659.780762
	Iteration 9Q: 3 clusters Score -9247812 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -9249768.000000 Penalty: 5659.780762
	Iteration 10Q: 3 clusters Score -9249768 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 79308 members 
Entering Unmasked Estep 
Score: -9250928.000000 Penalty: 5659.780762
	Iteration 11Q: 3 clusters Score -9250928 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -9251672.000000 Penalty: 5659.780762
	Iteration 12Q: 3 clusters Score -9251672 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 81170 members 
Entering Unmasked Estep 
Score: -9252214.000000 Penalty: 5659.780762
	Iteration 13Q: 3 clusters Score -9252214 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 81850 members 
Entering Unmasked Estep 
Score: -9252560.000000 Penalty: 5659.780762
	Iteration 14Q: 3 clusters Score -9252560 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 82393 members 
Entering Unmasked Estep 
Score: -9252808.000000 Penalty: 5659.780762
	Iteration 15Q: 3 clusters Score -9252808 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 82901 members 
Entering Unmasked Estep 
Score: -9253014.000000 Penalty: 5659.780762
	Iteration 16Q: 3 clusters Score -9253014 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 83412 members 
Entering Unmasked Estep 
Score: -9253177.000000 Penalty: 5659.780762
	Iteration 17Q: 3 clusters Score -9253177 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 83863 members 
Entering Unmasked Estep 
Score: -9253330.000000 Penalty: 5659.780762
	Iteration 18Q: 3 clusters Score -9253330 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -9253457.000000 Penalty: 5659.780762
	Iteration 19Q: 3 clusters Score -9253457 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 84644 members 
Entering Unmasked Estep 
Score: -9253553.000000 Penalty: 5659.780762
	Iteration 20F: 3 clusters Score -9253553 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 84963 members 
Entering Unmasked Estep 
Score: -9253650.000000 Penalty: 5659.780762
	Iteration 21Q: 3 clusters Score -9253650 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -9253719.000000 Penalty: 5659.780762
	Iteration 22Q: 3 clusters Score -9253719 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 85572 members 
Entering Unmasked Estep 
Score: -9253823.000000 Penalty: 5659.780762
	Iteration 23Q: 3 clusters Score -9253823 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -9253941.000000 Penalty: 5659.780762
	Iteration 24Q: 3 clusters Score -9253941 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 86116 members 
Entering Unmasked Estep 
Score: -9254033.000000 Penalty: 5659.780762
	Iteration 25Q: 3 clusters Score -9254033 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 86350 members 
Entering Unmasked Estep 
Score: -9254161.000000 Penalty: 5659.780762
	Iteration 26Q: 3 clusters Score -9254161 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -9254246.000000 Penalty: 5659.780762
	Iteration 27Q: 3 clusters Score -9254246 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -9254303.000000 Penalty: 5659.780762
	Iteration 28Q: 3 clusters Score -9254303 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 86971 members 
Entering Unmasked Estep 
Score: -9254361.000000 Penalty: 5659.780762
	Iteration 29Q: 3 clusters Score -9254361 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 87171 members 
Entering Unmasked Estep 
Score: -9254451.000000 Penalty: 5659.780762
	Iteration 30Q: 3 clusters Score -9254451 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -9254513.000000 Penalty: 5659.780762
	Iteration 31Q: 3 clusters Score -9254513 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -9254608.000000 Penalty: 5659.780762
	Iteration 32Q: 3 clusters Score -9254608 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -9254633.000000 Penalty: 5659.780762
	Iteration 33Q: 3 clusters Score -9254633 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 87868 members 
Entering Unmasked Estep 
Score: -9254684.000000 Penalty: 5659.780762
	Iteration 34Q: 3 clusters Score -9254684 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -9254724.000000 Penalty: 5659.780762
	Iteration 35Q: 3 clusters Score -9254724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 88140 members 
Entering Unmasked Estep 
Score: -9254797.000000 Penalty: 5659.780762
	Iteration 36Q: 3 clusters Score -9254797 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 88267 members 
Entering Unmasked Estep 
Score: -9254864.000000 Penalty: 5659.780762
	Iteration 37Q: 3 clusters Score -9254864 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -9254889.000000 Penalty: 5659.780762
	Iteration 38Q: 3 clusters Score -9254889 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 88496 members 
Entering Unmasked Estep 
Score: -9254934.000000 Penalty: 5659.780762
	Iteration 39Q: 3 clusters Score -9254934 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 88601 members 
Entering Unmasked Estep 
Score: -9254980.000000 Penalty: 5659.780762
	Iteration 40F: 3 clusters Score -9254980 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 88711 members 
Entering Unmasked Estep 
Score: -9255031.000000 Penalty: 5659.780762
	Iteration 41Q: 3 clusters Score -9255031 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 88819 members 
Entering Unmasked Estep 
Score: -9255077.000000 Penalty: 5659.780762
	Iteration 42Q: 3 clusters Score -9255077 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 88919 members 
Entering Unmasked Estep 
Score: -9255133.000000 Penalty: 5659.780762
	Iteration 43Q: 3 clusters Score -9255133 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 89002 members 
Entering Unmasked Estep 
Score: -9255194.000000 Penalty: 5659.780762
	Iteration 44Q: 3 clusters Score -9255194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -9255227.000000 Penalty: 5659.780762
	Iteration 45Q: 3 clusters Score -9255227 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 89155 members 
Entering Unmasked Estep 
Score: -9255261.000000 Penalty: 5659.780762
	Iteration 46Q: 3 clusters Score -9255261 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 89212 members 
Entering Unmasked Estep 
Score: -9255306.000000 Penalty: 5659.780762
	Iteration 47Q: 3 clusters Score -9255306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -9255352.000000 Penalty: 5659.780762
	Iteration 48Q: 3 clusters Score -9255352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 89303 members 
Entering Unmasked Estep 
Score: -9255394.000000 Penalty: 5659.780762
	Iteration 49Q: 3 clusters Score -9255394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 89343 members 
Entering Unmasked Estep 
Score: -9255406.000000 Penalty: 5659.780762
	Iteration 50Q: 3 clusters Score -9255406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 89375 members 
Entering Unmasked Estep 
Score: -9255437.000000 Penalty: 5659.780762
	Iteration 51Q: 3 clusters Score -9255437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -9255446.000000 Penalty: 5659.780762
	Iteration 52Q: 3 clusters Score -9255446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -9255476.000000 Penalty: 5659.780762
	Iteration 53Q: 3 clusters Score -9255476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 89434 members 
Entering Unmasked Estep 
Score: -9255487.000000 Penalty: 5659.780762
	Iteration 54Q: 3 clusters Score -9255487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 89441 members 
Entering Unmasked Estep 
Score: -9255479.000000 Penalty: 5659.780762
	Iteration 55Q: 3 clusters Score -9255479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 89456 members 
Entering Unmasked Estep 
Score: -9255496.000000 Penalty: 5659.780762
	Iteration 56Q: 3 clusters Score -9255496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 89474 members 
Entering Unmasked Estep 
Score: -9255490.000000 Penalty: 5659.780762
	Iteration 57Q: 3 clusters Score -9255490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 89485 members 
Entering Unmasked Estep 
Score: -9255499.000000 Penalty: 5659.780762
	Iteration 58Q: 3 clusters Score -9255499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 89494 members 
Entering Unmasked Estep 
Score: -9255503.000000 Penalty: 5659.780762
	Iteration 59Q: 3 clusters Score -9255503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 89506 members 
Entering Unmasked Estep 
Score: -9255526.000000 Penalty: 5659.780762
	Iteration 60F: 3 clusters Score -9255526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 89512 members 
Entering Unmasked Estep 
Score: -9255525.000000 Penalty: 5659.780762
	Iteration 61Q: 3 clusters Score -9255525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 89518 members 
Entering Unmasked Estep 
Score: -9255533.000000 Penalty: 5659.780762
	Iteration 62Q: 3 clusters Score -9255533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -9255550.000000 Penalty: 5659.780762
	Iteration 63Q: 3 clusters Score -9255550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -9255542.000000 Penalty: 5659.780762
	Iteration 64Q: 3 clusters Score -9255542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -9255550.000000 Penalty: 5659.780762
	Iteration 65Q: 3 clusters Score -9255550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 89544 members 
Entering Unmasked Estep 
Score: -9255552.000000 Penalty: 5659.780762
	Iteration 66Q: 3 clusters Score -9255552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 89545 members 
Entering Unmasked Estep 
Score: -9255551.000000 Penalty: 5659.780762
	Iteration 67Q: 3 clusters Score -9255551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 89544 members 
Entering Unmasked Estep 
Score: -9255548.000000 Penalty: 5659.780762
	Iteration 68Q: 3 clusters Score -9255548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -9255551.000000 Penalty: 5659.780762
	Iteration 69Q: 3 clusters Score -9255551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -9255561.000000 Penalty: 5659.780762
	Iteration 70Q: 3 clusters Score -9255561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -9255566.000000 Penalty: 5659.780762
	Iteration 71Q: 3 clusters Score -9255566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -9255567.000000 Penalty: 5659.780762
	Iteration 72Q: 3 clusters Score -9255567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -9255571.000000 Penalty: 5659.780762
	Iteration 73Q: 3 clusters Score -9255571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -9255576.000000 Penalty: 5659.780762
	Iteration 74Q: 3 clusters Score -9255576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 89569 members 
Entering Unmasked Estep 
Score: -9255581.000000 Penalty: 5659.780762
	Iteration 75Q: 3 clusters Score -9255581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 89567 members 
Entering Unmasked Estep 
Score: -9255582.000000 Penalty: 5659.780762
	Iteration 76Q: 3 clusters Score -9255582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 89565 members 
Entering Unmasked Estep 
Score: -9255578.000000 Penalty: 5659.780762
	Iteration 77Q: 3 clusters Score -9255578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -9255582.000000 Penalty: 5659.780762
	Iteration 78Q: 3 clusters Score -9255582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 89565 members 
Entering Unmasked Estep 
Score: -9255584.000000 Penalty: 5659.780762
	Iteration 79Q: 3 clusters Score -9255584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 89567 members 
Entering Unmasked Estep 
Score: -9255585.000000 Penalty: 5659.780762
	Iteration 80F: 3 clusters Score -9255585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -9255587.000000 Penalty: 5659.780762
	Iteration 81Q: 3 clusters Score -9255587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 89569 members 
Entering Unmasked Estep 
Score: -9255589.000000 Penalty: 5659.780762
	Iteration 82Q: 3 clusters Score -9255589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 89569 members 
Entering Unmasked Estep 
Score: -9255589.000000 Penalty: 5659.780762
	Iteration 83F: 3 clusters Score -9255589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (304862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304862 members 
Entering Unmasked Estep 
Score: -30481184.000000 Penalty: 3131.648438
	Iteration 0F: 2 clusters Score -3.048118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152527 members 
Mstep: Class 2 contains 152335 members 
Entering Unmasked Estep 
Score: -30288410.000000 Penalty: 6263.296875
	Iteration 0F: 3 clusters Score -3.028841e+07 nChanged 148096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157001 members 
Mstep: Class 2 contains 147861 members 
Entering Unmasked Estep 
Score: -30378792.000000 Penalty: 6263.296875
	Iteration 1F: 3 clusters Score -3.037879e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160257 members 
Mstep: Class 2 contains 144605 members 
Entering Unmasked Estep 
Score: -30381354.000000 Penalty: 6263.296875
	Iteration 2Q: 3 clusters Score -3.038135e+07 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165207 members 
Mstep: Class 2 contains 139655 members 
Entering Unmasked Estep 
Score: -30385142.000000 Penalty: 6263.296875
	Iteration 3Q: 3 clusters Score -3.038514e+07 nChanged 13550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172441 members 
Mstep: Class 2 contains 132421 members 
Entering Unmasked Estep 
Score: -30389944.000000 Penalty: 6263.296875
	Iteration 4Q: 3 clusters Score -3.038994e+07 nChanged 16061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182650 members 
Mstep: Class 2 contains 122212 members 
Entering Unmasked Estep 
Score: -30396622.000000 Penalty: 6263.296875
	Iteration 5F: 3 clusters Score -3.039662e+07 nChanged 18390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196098 members 
Mstep: Class 2 contains 108764 members 
Entering Unmasked Estep 
Score: -30405512.000000 Penalty: 6263.296875
	Iteration 6F: 3 clusters Score -3.040551e+07 nChanged 20047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211975 members 
Mstep: Class 2 contains 92887 members 
Entering Unmasked Estep 
Score: -30415718.000000 Penalty: 6263.296875
	Iteration 7F: 3 clusters Score -3.041572e+07 nChanged 19729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228746 members 
Mstep: Class 2 contains 76116 members 
Entering Unmasked Estep 
Score: -30426140.000000 Penalty: 6263.296875
	Iteration 8F: 3 clusters Score -3.042614e+07 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244168 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -30436202.000000 Penalty: 6263.296875
	Iteration 9F: 3 clusters Score -3.04362e+07 nChanged 14220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257250 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -30445274.000000 Penalty: 6263.296875
	Iteration 10Q: 3 clusters Score -3.044527e+07 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267654 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -30451836.000000 Penalty: 6263.296875
	Iteration 11Q: 3 clusters Score -3.045184e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275863 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -30457710.000000 Penalty: 6263.296875
	Iteration 12Q: 3 clusters Score -3.045771e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282356 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -30462132.000000 Penalty: 6263.296875
	Iteration 13Q: 3 clusters Score -3.046213e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287486 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -30465526.000000 Penalty: 6263.296875
	Iteration 14Q: 3 clusters Score -3.046553e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291408 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -30468068.000000 Penalty: 6263.296875
	Iteration 15Q: 3 clusters Score -3.046807e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294552 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -30470342.000000 Penalty: 6263.296875
	Iteration 16Q: 3 clusters Score -3.047034e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297064 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -30472264.000000 Penalty: 6263.296875
	Iteration 17Q: 3 clusters Score -3.047226e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299013 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -30473866.000000 Penalty: 6263.296875
	Iteration 18Q: 3 clusters Score -3.047387e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300436 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -30475018.000000 Penalty: 6263.296875
	Iteration 19Q: 3 clusters Score -3.047502e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301405 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -30475844.000000 Penalty: 6263.296875
	Iteration 20F: 3 clusters Score -3.047584e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302107 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -30476476.000000 Penalty: 6263.296875
	Iteration 21Q: 3 clusters Score -3.047648e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302615 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -30476920.000000 Penalty: 6263.296875
	Iteration 22Q: 3 clusters Score -3.047692e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302948 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -30477268.000000 Penalty: 6263.296875
	Iteration 23Q: 3 clusters Score -3.047727e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303191 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -30477404.000000 Penalty: 6263.296875
	Iteration 24Q: 3 clusters Score -3.04774e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303365 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -30477648.000000 Penalty: 6263.296875
	Iteration 25Q: 3 clusters Score -3.047765e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303492 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -30477748.000000 Penalty: 6263.296875
	Iteration 26Q: 3 clusters Score -3.047775e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303581 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -30477874.000000 Penalty: 6263.296875
	Iteration 27Q: 3 clusters Score -3.047787e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303637 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -30477944.000000 Penalty: 6263.296875
	Iteration 28Q: 3 clusters Score -3.047794e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303684 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -30477986.000000 Penalty: 6263.296875
	Iteration 29Q: 3 clusters Score -3.047799e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303732 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -30478000.000000 Penalty: 6263.296875
	Iteration 30Q: 3 clusters Score -3.0478e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303778 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -30478056.000000 Penalty: 6263.296875
	Iteration 31Q: 3 clusters Score -3.047806e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303813 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -30478136.000000 Penalty: 6263.296875
	Iteration 32Q: 3 clusters Score -3.047814e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303840 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -30478100.000000 Penalty: 6263.296875
	Iteration 33Q: 3 clusters Score -3.04781e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303853 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -30478140.000000 Penalty: 6263.296875
	Iteration 34Q: 3 clusters Score -3.047814e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303872 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -30478160.000000 Penalty: 6263.296875
	Iteration 35Q: 3 clusters Score -3.047816e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303882 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -30478178.000000 Penalty: 6263.296875
	Iteration 36Q: 3 clusters Score -3.047818e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303893 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -30478176.000000 Penalty: 6263.296875
	Iteration 37Q: 3 clusters Score -3.047818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303902 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -30478178.000000 Penalty: 6263.296875
	Iteration 38Q: 3 clusters Score -3.047818e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303914 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -30478218.000000 Penalty: 6263.296875
	Iteration 39Q: 3 clusters Score -3.047822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303919 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -30478204.000000 Penalty: 6263.296875
	Iteration 40F: 3 clusters Score -3.04782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303928 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -30478196.000000 Penalty: 6263.296875
	Iteration 41Q: 3 clusters Score -3.04782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303937 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -30478210.000000 Penalty: 6263.296875
	Iteration 42Q: 3 clusters Score -3.047821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303944 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -30478206.000000 Penalty: 6263.296875
	Iteration 43Q: 3 clusters Score -3.047821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303950 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -30478228.000000 Penalty: 6263.296875
	Iteration 44Q: 3 clusters Score -3.047823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303957 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -30478234.000000 Penalty: 6263.296875
	Iteration 45Q: 3 clusters Score -3.047823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303962 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -30478230.000000 Penalty: 6263.296875
	Iteration 46Q: 3 clusters Score -3.047823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303968 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -30478240.000000 Penalty: 6263.296875
	Iteration 47Q: 3 clusters Score -3.047824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303973 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -30478246.000000 Penalty: 6263.296875
	Iteration 48Q: 3 clusters Score -3.047825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303974 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -30478260.000000 Penalty: 6263.296875
	Iteration 49Q: 3 clusters Score -3.047826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303975 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -30478260.000000 Penalty: 6263.296875
	Iteration 50Q: 3 clusters Score -3.047826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303975 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -30478244.000000 Penalty: 6263.296875
	Iteration 51Q: 3 clusters Score -3.047824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303976 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -30478252.000000 Penalty: 6263.296875
	Iteration 52Q: 3 clusters Score -3.047825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303977 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -30478262.000000 Penalty: 6263.296875
	Iteration 53Q: 3 clusters Score -3.047826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303977 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -30478264.000000 Penalty: 6263.296875
	Iteration 54Q: 3 clusters Score -3.047826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303977 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -30478264.000000 Penalty: 6263.296875
	Iteration 55F: 3 clusters Score -3.047826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5020 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 8211 members 
Mstep: Class 5 contains 66230 members 
Mstep: Class 6 contains 7515 members 
Mstep: Class 7 contains 17989 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 14594 members 
Mstep: Class 10 contains 30719 members 
Mstep: Class 11 contains 74490 members 
Mstep: Class 12 contains 40642 members 
Mstep: Class 13 contains 175603 members 
Mstep: Class 14 contains 18566 members 
Mstep: Class 15 contains 10035 members 
Mstep: Class 16 contains 5414 members 
Mstep: Class 17 contains 113496 members 
Mstep: Class 18 contains 380848 members 
Mstep: Class 19 contains 20956 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 20932 members 
Mstep: Class 22 contains 47024 members 
Mstep: Class 23 contains 35869 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 9117 members 
Mstep: Class 26 contains 13349 members 
Mstep: Class 27 contains 8338 members 
Mstep: Class 28 contains 16522 members 
Mstep: Class 29 contains 9314 members 
Mstep: Class 30 contains 90296 members 
Mstep: Class 31 contains 304862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157076944.000000 Penalty: 120551.992188
Iteration 79Q: 35 clusters Score -1.570769e+08 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5076 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 8212 members 
Mstep: Class 5 contains 66281 members 
Mstep: Class 6 contains 7469 members 
Mstep: Class 7 contains 17964 members 
Mstep: Class 8 contains 42541 members 
Mstep: Class 9 contains 14618 members 
Mstep: Class 10 contains 30774 members 
Mstep: Class 11 contains 74554 members 
Mstep: Class 12 contains 41120 members 
Mstep: Class 13 contains 176142 members 
Mstep: Class 14 contains 18563 members 
Mstep: Class 15 contains 10176 members 
Mstep: Class 16 contains 5415 members 
Mstep: Class 17 contains 112473 members 
Mstep: Class 18 contains 380750 members 
Mstep: Class 19 contains 21024 members 
Mstep: Class 20 contains 3096 members 
Mstep: Class 21 contains 20944 members 
Mstep: Class 22 contains 47048 members 
Mstep: Class 23 contains 35814 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 9162 members 
Mstep: Class 26 contains 13356 members 
Mstep: Class 27 contains 8232 members 
Mstep: Class 28 contains 16476 members 
Mstep: Class 29 contains 9314 members 
Mstep: Class 30 contains 90287 members 
Mstep: Class 31 contains 304495 members 
Mstep: Class 32 contains 3053 members 
Mstep: Class 33 contains 4894 members 
Mstep: Class 34 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157079856.000000 Penalty: 120551.992188
Iteration 80F: 35 clusters Score -1.570799e+08 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5006 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 4 contains 8217 members 
Mstep: Class 5 contains 66314 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 17910 members 
Mstep: Class 8 contains 42460 members 
Mstep: Class 9 contains 14655 members 
Mstep: Class 10 contains 30470 members 
Mstep: Class 11 contains 74621 members 
Mstep: Class 12 contains 41384 members 
Mstep: Class 13 contains 176698 members 
Mstep: Class 14 contains 18576 members 
Mstep: Class 15 contains 10286 members 
Mstep: Class 16 contains 5417 members 
Mstep: Class 17 contains 111466 members 
Mstep: Class 18 contains 380670 members 
Mstep: Class 19 contains 21097 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 20954 members 
Mstep: Class 22 contains 47058 members 
Mstep: Class 23 contains 35745 members 
Mstep: Class 24 contains 10764 members 
Mstep: Class 25 contains 9178 members 
Mstep: Class 26 contains 13371 members 
Mstep: Class 27 contains 8110 members 
Mstep: Class 28 contains 16394 members 
Mstep: Class 29 contains 9305 members 
Mstep: Class 30 contains 90279 members 
Mstep: Class 31 contains 304116 members 
Mstep: Class 32 contains 3448 members 
Mstep: Class 33 contains 5348 members 
Mstep: Class 34 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157081040.000000 Penalty: 120551.992188
Iteration 81Q: 35 clusters Score -1.57081e+08 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 2189 members 
Mstep: Class 4 contains 8222 members 
Mstep: Class 5 contains 66336 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 17858 members 
Mstep: Class 8 contains 42424 members 
Mstep: Class 9 contains 14688 members 
Mstep: Class 10 contains 30337 members 
Mstep: Class 11 contains 74670 members 
Mstep: Class 12 contains 41567 members 
Mstep: Class 13 contains 177281 members 
Mstep: Class 14 contains 18559 members 
Mstep: Class 15 contains 10373 members 
Mstep: Class 16 contains 5425 members 
Mstep: Class 17 contains 110537 members 
Mstep: Class 18 contains 380637 members 
Mstep: Class 19 contains 21155 members 
Mstep: Class 20 contains 3250 members 
Mstep: Class 21 contains 20953 members 
Mstep: Class 22 contains 47046 members 
Mstep: Class 23 contains 35711 members 
Mstep: Class 24 contains 10797 members 
Mstep: Class 25 contains 9201 members 
Mstep: Class 26 contains 13386 members 
Mstep: Class 27 contains 8021 members 
Mstep: Class 28 contains 16368 members 
Mstep: Class 29 contains 9296 members 
Mstep: Class 30 contains 90249 members 
Mstep: Class 31 contains 303782 members 
Mstep: Class 32 contains 3620 members 
Mstep: Class 33 contains 5661 members 
Mstep: Class 34 contains 1232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157081952.000000 Penalty: 120551.992188
Iteration 82Q: 35 clusters Score -1.57082e+08 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4950 members 
Mstep: Class 3 contains 2187 members 
Mstep: Class 4 contains 8228 members 
Mstep: Class 5 contains 66349 members 
Mstep: Class 6 contains 7450 members 
Mstep: Class 7 contains 17822 members 
Mstep: Class 8 contains 42424 members 
Mstep: Class 9 contains 14725 members 
Mstep: Class 10 contains 30300 members 
Mstep: Class 11 contains 74703 members 
Mstep: Class 12 contains 41683 members 
Mstep: Class 13 contains 177890 members 
Mstep: Class 14 contains 18550 members 
Mstep: Class 15 contains 10425 members 
Mstep: Class 16 contains 5430 members 
Mstep: Class 17 contains 109653 members 
Mstep: Class 18 contains 380606 members 
Mstep: Class 19 contains 21195 members 
Mstep: Class 20 contains 3330 members 
Mstep: Class 21 contains 20949 members 
Mstep: Class 22 contains 47012 members 
Mstep: Class 23 contains 35694 members 
Mstep: Class 24 contains 10817 members 
Mstep: Class 25 contains 9217 members 
Mstep: Class 26 contains 13389 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 16358 members 
Mstep: Class 29 contains 9290 members 
Mstep: Class 30 contains 90223 members 
Mstep: Class 31 contains 303500 members 
Mstep: Class 32 contains 3699 members 
Mstep: Class 33 contains 5921 members 
Mstep: Class 34 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157082144.000000 Penalty: 120551.992188
Iteration 83Q: 35 clusters Score -1.570821e+08 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4964 members 
Mstep: Class 3 contains 2187 members 
Mstep: Class 4 contains 8233 members 
Mstep: Class 5 contains 66390 members 
Mstep: Class 6 contains 7438 members 
Mstep: Class 7 contains 17784 members 
Mstep: Class 8 contains 42431 members 
Mstep: Class 9 contains 14759 members 
Mstep: Class 10 contains 30278 members 
Mstep: Class 11 contains 74731 members 
Mstep: Class 12 contains 41805 members 
Mstep: Class 13 contains 178444 members 
Mstep: Class 14 contains 18539 members 
Mstep: Class 15 contains 10492 members 
Mstep: Class 16 contains 5429 members 
Mstep: Class 17 contains 108848 members 
Mstep: Class 18 contains 380525 members 
Mstep: Class 19 contains 21250 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 20949 members 
Mstep: Class 22 contains 46989 members 
Mstep: Class 23 contains 35654 members 
Mstep: Class 24 contains 10849 members 
Mstep: Class 25 contains 9235 members 
Mstep: Class 26 contains 13407 members 
Mstep: Class 27 contains 7921 members 
Mstep: Class 28 contains 16357 members 
Mstep: Class 29 contains 9284 members 
Mstep: Class 30 contains 90194 members 
Mstep: Class 31 contains 303226 members 
Mstep: Class 32 contains 3769 members 
Mstep: Class 33 contains 6129 members 
Mstep: Class 34 contains 1348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157082608.000000 Penalty: 120551.992188
Iteration 84Q: 35 clusters Score -1.570826e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 2186 members 
Mstep: Class 4 contains 8246 members 
Mstep: Class 5 contains 66412 members 
Mstep: Class 6 contains 7439 members 
Mstep: Class 7 contains 17750 members 
Mstep: Class 8 contains 42444 members 
Mstep: Class 9 contains 14779 members 
Mstep: Class 10 contains 30235 members 
Mstep: Class 11 contains 74759 members 
Mstep: Class 12 contains 41888 members 
Mstep: Class 13 contains 178992 members 
Mstep: Class 14 contains 18534 members 
Mstep: Class 15 contains 10513 members 
Mstep: Class 16 contains 5431 members 
Mstep: Class 17 contains 108093 members 
Mstep: Class 18 contains 380527 members 
Mstep: Class 19 contains 21290 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 20942 members 
Mstep: Class 22 contains 46956 members 
Mstep: Class 23 contains 35626 members 
Mstep: Class 24 contains 10889 members 
Mstep: Class 25 contains 9252 members 
Mstep: Class 26 contains 13405 members 
Mstep: Class 27 contains 7876 members 
Mstep: Class 28 contains 16348 members 
Mstep: Class 29 contains 9280 members 
Mstep: Class 30 contains 90170 members 
Mstep: Class 31 contains 303009 members 
Mstep: Class 32 contains 3835 members 
Mstep: Class 33 contains 6302 members 
Mstep: Class 34 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157082544.000000 Penalty: 120551.992188
Iteration 85Q: 35 clusters Score -1.570825e+08 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5005 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 8249 members 
Mstep: Class 5 contains 66456 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 17713 members 
Mstep: Class 8 contains 42444 members 
Mstep: Class 9 contains 14802 members 
Mstep: Class 10 contains 30200 members 
Mstep: Class 11 contains 74793 members 
Mstep: Class 12 contains 41950 members 
Mstep: Class 13 contains 179515 members 
Mstep: Class 14 contains 18542 members 
Mstep: Class 15 contains 10543 members 
Mstep: Class 16 contains 5433 members 
Mstep: Class 17 contains 107373 members 
Mstep: Class 18 contains 380496 members 
Mstep: Class 19 contains 21332 members 
Mstep: Class 20 contains 3593 members 
Mstep: Class 21 contains 20944 members 
Mstep: Class 22 contains 46908 members 
Mstep: Class 23 contains 35587 members 
Mstep: Class 24 contains 10928 members 
Mstep: Class 25 contains 9269 members 
Mstep: Class 26 contains 13395 members 
Mstep: Class 27 contains 7825 members 
Mstep: Class 28 contains 16340 members 
Mstep: Class 29 contains 9281 members 
Mstep: Class 30 contains 90130 members 
Mstep: Class 31 contains 302822 members 
Mstep: Class 32 contains 3885 members 
Mstep: Class 33 contains 6462 members 
Mstep: Class 34 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157083152.000000 Penalty: 120551.992188
Iteration 86Q: 35 clusters Score -1.570832e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 2184 members 
Mstep: Class 4 contains 8256 members 
Mstep: Class 5 contains 66488 members 
Mstep: Class 6 contains 7473 members 
Mstep: Class 7 contains 17681 members 
Mstep: Class 8 contains 42432 members 
Mstep: Class 9 contains 14830 members 
Mstep: Class 10 contains 30161 members 
Mstep: Class 11 contains 74827 members 
Mstep: Class 12 contains 42019 members 
Mstep: Class 13 contains 180067 members 
Mstep: Class 14 contains 18534 members 
Mstep: Class 15 contains 10565 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 106652 members 
Mstep: Class 18 contains 380442 members 
Mstep: Class 19 contains 21377 members 
Mstep: Class 20 contains 3706 members 
Mstep: Class 21 contains 20932 members 
Mstep: Class 22 contains 46860 members 
Mstep: Class 23 contains 35550 members 
Mstep: Class 24 contains 10983 members 
Mstep: Class 25 contains 9283 members 
Mstep: Class 26 contains 13383 members 
Mstep: Class 27 contains 7791 members 
Mstep: Class 28 contains 16335 members 
Mstep: Class 29 contains 9281 members 
Mstep: Class 30 contains 90095 members 
Mstep: Class 31 contains 302653 members 
Mstep: Class 32 contains 3923 members 
Mstep: Class 33 contains 6609 members 
Mstep: Class 34 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157082864.000000 Penalty: 120551.992188
Iteration 87Q: 35 clusters Score -1.570829e+08 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 66527 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 17663 members 
Mstep: Class 8 contains 42417 members 
Mstep: Class 9 contains 14859 members 
Mstep: Class 10 contains 30140 members 
Mstep: Class 11 contains 74862 members 
Mstep: Class 12 contains 42065 members 
Mstep: Class 13 contains 180554 members 
Mstep: Class 14 contains 18524 members 
Mstep: Class 15 contains 10578 members 
Mstep: Class 16 contains 5433 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 380385 members 
Mstep: Class 19 contains 21415 members 
Mstep: Class 20 contains 3825 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 46826 members 
Mstep: Class 23 contains 35528 members 
Mstep: Class 24 contains 11023 members 
Mstep: Class 25 contains 9293 members 
Mstep: Class 26 contains 13382 members 
Mstep: Class 27 contains 7748 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9279 members 
Mstep: Class 30 contains 90080 members 
Mstep: Class 31 contains 302503 members 
Mstep: Class 32 contains 3959 members 
Mstep: Class 33 contains 6753 members 
Mstep: Class 34 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157083328.000000 Penalty: 120551.992188
Iteration 88Q: 35 clusters Score -1.570833e+08 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 8269 members 
Mstep: Class 5 contains 66561 members 
Mstep: Class 6 contains 7493 members 
Mstep: Class 7 contains 17648 members 
Mstep: Class 8 contains 42402 members 
Mstep: Class 9 contains 14881 members 
Mstep: Class 10 contains 30121 members 
Mstep: Class 11 contains 74885 members 
Mstep: Class 12 contains 42092 members 
Mstep: Class 13 contains 181060 members 
Mstep: Class 14 contains 18526 members 
Mstep: Class 15 contains 10583 members 
Mstep: Class 16 contains 5428 members 
Mstep: Class 17 contains 105276 members 
Mstep: Class 18 contains 380335 members 
Mstep: Class 19 contains 21457 members 
Mstep: Class 20 contains 3958 members 
Mstep: Class 21 contains 20906 members 
Mstep: Class 22 contains 46791 members 
Mstep: Class 23 contains 35525 members 
Mstep: Class 24 contains 11062 members 
Mstep: Class 25 contains 9302 members 
Mstep: Class 26 contains 13377 members 
Mstep: Class 27 contains 7714 members 
Mstep: Class 28 contains 16324 members 
Mstep: Class 29 contains 9278 members 
Mstep: Class 30 contains 90071 members 
Mstep: Class 31 contains 302338 members 
Mstep: Class 32 contains 3988 members 
Mstep: Class 33 contains 6885 members 
Mstep: Class 34 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157083232.000000 Penalty: 120551.992188
Iteration 89Q: 35 clusters Score -1.570832e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 2181 members 
Mstep: Class 4 contains 8269 members 
Mstep: Class 5 contains 66608 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 17628 members 
Mstep: Class 8 contains 42372 members 
Mstep: Class 9 contains 14906 members 
Mstep: Class 10 contains 30100 members 
Mstep: Class 11 contains 74891 members 
Mstep: Class 12 contains 42142 members 
Mstep: Class 13 contains 181559 members 
Mstep: Class 14 contains 18536 members 
Mstep: Class 15 contains 10594 members 
Mstep: Class 16 contains 5426 members 
Mstep: Class 17 contains 104620 members 
Mstep: Class 18 contains 380276 members 
Mstep: Class 19 contains 21498 members 
Mstep: Class 20 contains 4111 members 
Mstep: Class 21 contains 20895 members 
Mstep: Class 22 contains 46741 members 
Mstep: Class 23 contains 35511 members 
Mstep: Class 24 contains 11098 members 
Mstep: Class 25 contains 9312 members 
Mstep: Class 26 contains 13370 members 
Mstep: Class 27 contains 7679 members 
Mstep: Class 28 contains 16325 members 
Mstep: Class 29 contains 9271 members 
Mstep: Class 30 contains 90072 members 
Mstep: Class 31 contains 302194 members 
Mstep: Class 32 contains 4015 members 
Mstep: Class 33 contains 6982 members 
Mstep: Class 34 contains 1567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157083264.000000 Penalty: 120551.992188
Iteration 90Q: 35 clusters Score -1.570833e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5024 members 
Mstep: Class 3 contains 2178 members 
Mstep: Class 4 contains 8268 members 
Mstep: Class 5 contains 66664 members 
Mstep: Class 6 contains 7507 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 42340 members 
Mstep: Class 9 contains 14926 members 
Mstep: Class 10 contains 30066 members 
Mstep: Class 11 contains 74906 members 
Mstep: Class 12 contains 42185 members 
Mstep: Class 13 contains 182040 members 
Mstep: Class 14 contains 18543 members 
Mstep: Class 15 contains 10615 members 
Mstep: Class 16 contains 5429 members 
Mstep: Class 17 contains 104014 members 
Mstep: Class 18 contains 380162 members 
Mstep: Class 19 contains 21529 members 
Mstep: Class 20 contains 4287 members 
Mstep: Class 21 contains 20887 members 
Mstep: Class 22 contains 46696 members 
Mstep: Class 23 contains 35495 members 
Mstep: Class 24 contains 11145 members 
Mstep: Class 25 contains 9316 members 
Mstep: Class 26 contains 13354 members 
Mstep: Class 27 contains 7655 members 
Mstep: Class 28 contains 16318 members 
Mstep: Class 29 contains 9263 members 
Mstep: Class 30 contains 90090 members 
Mstep: Class 31 contains 302071 members 
Mstep: Class 32 contains 4038 members 
Mstep: Class 33 contains 7061 members 
Mstep: Class 34 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157083648.000000 Penalty: 120551.992188
Iteration 91Q: 35 clusters Score -1.570836e+08 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5028 members 
Mstep: Class 3 contains 2177 members 
Mstep: Class 4 contains 8269 members 
Mstep: Class 5 contains 66705 members 
Mstep: Class 6 contains 7508 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 42303 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 30024 members 
Mstep: Class 11 contains 74936 members 
Mstep: Class 12 contains 42238 members 
Mstep: Class 13 contains 182531 members 
Mstep: Class 14 contains 18560 members 
Mstep: Class 15 contains 10643 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 103422 members 
Mstep: Class 18 contains 380052 members 
Mstep: Class 19 contains 21547 members 
Mstep: Class 20 contains 4450 members 
Mstep: Class 21 contains 20887 members 
Mstep: Class 22 contains 46644 members 
Mstep: Class 23 contains 35487 members 
Mstep: Class 24 contains 11181 members 
Mstep: Class 25 contains 9320 members 
Mstep: Class 26 contains 13342 members 
Mstep: Class 27 contains 7636 members 
Mstep: Class 28 contains 16307 members 
Mstep: Class 29 contains 9255 members 
Mstep: Class 30 contains 90104 members 
Mstep: Class 31 contains 301951 members 
Mstep: Class 32 contains 4062 members 
Mstep: Class 33 contains 7120 members 
Mstep: Class 34 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157083648.000000 Penalty: 120551.992188
Iteration 92Q: 35 clusters Score -1.570836e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 3 contains 2175 members 
Mstep: Class 4 contains 8268 members 
Mstep: Class 5 contains 66745 members 
Mstep: Class 6 contains 7518 members 
Mstep: Class 7 contains 17587 members 
Mstep: Class 8 contains 42262 members 
Mstep: Class 9 contains 14947 members 
Mstep: Class 10 contains 29993 members 
Mstep: Class 11 contains 74955 members 
Mstep: Class 12 contains 42258 members 
Mstep: Class 13 contains 183019 members 
Mstep: Class 14 contains 18573 members 
Mstep: Class 15 contains 10662 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 102867 members 
Mstep: Class 18 contains 379927 members 
Mstep: Class 19 contains 21561 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 20888 members 
Mstep: Class 22 contains 46585 members 
Mstep: Class 23 contains 35480 members 
Mstep: Class 24 contains 11215 members 
Mstep: Class 25 contains 9318 members 
Mstep: Class 26 contains 13327 members 
Mstep: Class 27 contains 7621 members 
Mstep: Class 28 contains 16308 members 
Mstep: Class 29 contains 9250 members 
Mstep: Class 30 contains 90143 members 
Mstep: Class 31 contains 301837 members 
Mstep: Class 32 contains 4082 members 
Mstep: Class 33 contains 7173 members 
Mstep: Class 34 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157083456.000000 Penalty: 120551.992188
Iteration 93Q: 35 clusters Score -1.570835e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 8270 members 
Mstep: Class 5 contains 66789 members 
Mstep: Class 6 contains 7530 members 
Mstep: Class 7 contains 17583 members 
Mstep: Class 8 contains 42225 members 
Mstep: Class 9 contains 14957 members 
Mstep: Class 10 contains 29959 members 
Mstep: Class 11 contains 74971 members 
Mstep: Class 12 contains 42262 members 
Mstep: Class 13 contains 183499 members 
Mstep: Class 14 contains 18589 members 
Mstep: Class 15 contains 10675 members 
Mstep: Class 16 contains 5432 members 
Mstep: Class 17 contains 102304 members 
Mstep: Class 18 contains 379816 members 
Mstep: Class 19 contains 21582 members 
Mstep: Class 20 contains 4846 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 46539 members 
Mstep: Class 23 contains 35497 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 9318 members 
Mstep: Class 26 contains 13307 members 
Mstep: Class 27 contains 7616 members 
Mstep: Class 28 contains 16311 members 
Mstep: Class 29 contains 9248 members 
Mstep: Class 30 contains 90168 members 
Mstep: Class 31 contains 301701 members 
Mstep: Class 32 contains 4104 members 
Mstep: Class 33 contains 7213 members 
Mstep: Class 34 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157083952.000000 Penalty: 120551.992188
Iteration 94Q: 35 clusters Score -1.57084e+08 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 8271 members 
Mstep: Class 5 contains 66812 members 
Mstep: Class 6 contains 7543 members 
Mstep: Class 7 contains 17584 members 
Mstep: Class 8 contains 42207 members 
Mstep: Class 9 contains 14966 members 
Mstep: Class 10 contains 29936 members 
Mstep: Class 11 contains 74988 members 
Mstep: Class 12 contains 42276 members 
Mstep: Class 13 contains 184007 members 
Mstep: Class 14 contains 18596 members 
Mstep: Class 15 contains 10677 members 
Mstep: Class 16 contains 5431 members 
Mstep: Class 17 contains 101792 members 
Mstep: Class 18 contains 379679 members 
Mstep: Class 19 contains 21595 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 20890 members 
Mstep: Class 22 contains 46489 members 
Mstep: Class 23 contains 35511 members 
Mstep: Class 24 contains 11258 members 
Mstep: Class 25 contains 9320 members 
Mstep: Class 26 contains 13286 members 
Mstep: Class 27 contains 7611 members 
Mstep: Class 28 contains 16318 members 
Mstep: Class 29 contains 9247 members 
Mstep: Class 30 contains 90177 members 
Mstep: Class 31 contains 301563 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 7261 members 
Mstep: Class 34 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157083648.000000 Penalty: 120551.992188
Iteration 95Q: 35 clusters Score -1.570836e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5039 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 8274 members 
Mstep: Class 5 contains 66827 members 
Mstep: Class 6 contains 7552 members 
Mstep: Class 7 contains 17579 members 
Mstep: Class 8 contains 42181 members 
Mstep: Class 9 contains 14979 members 
Mstep: Class 10 contains 29915 members 
Mstep: Class 11 contains 74990 members 
Mstep: Class 12 contains 42287 members 
Mstep: Class 13 contains 184488 members 
Mstep: Class 14 contains 18592 members 
Mstep: Class 15 contains 10696 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 101286 members 
Mstep: Class 18 contains 379629 members 
Mstep: Class 19 contains 21607 members 
Mstep: Class 20 contains 5172 members 
Mstep: Class 21 contains 20881 members 
Mstep: Class 22 contains 46448 members 
Mstep: Class 23 contains 35536 members 
Mstep: Class 24 contains 11271 members 
Mstep: Class 25 contains 9322 members 
Mstep: Class 26 contains 13272 members 
Mstep: Class 27 contains 7601 members 
Mstep: Class 28 contains 16322 members 
Mstep: Class 29 contains 9242 members 
Mstep: Class 30 contains 90193 members 
Mstep: Class 31 contains 301430 members 
Mstep: Class 32 contains 4127 members 
Mstep: Class 33 contains 7302 members 
Mstep: Class 34 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157084128.000000 Penalty: 120551.992188
Iteration 96Q: 35 clusters Score -1.570841e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 66841 members 
Mstep: Class 6 contains 7553 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 42161 members 
Mstep: Class 9 contains 14992 members 
Mstep: Class 10 contains 29903 members 
Mstep: Class 11 contains 75009 members 
Mstep: Class 12 contains 42286 members 
Mstep: Class 13 contains 184947 members 
Mstep: Class 14 contains 18584 members 
Mstep: Class 15 contains 10713 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 100853 members 
Mstep: Class 18 contains 379485 members 
Mstep: Class 19 contains 21624 members 
Mstep: Class 20 contains 5338 members 
Mstep: Class 21 contains 20879 members 
Mstep: Class 22 contains 46400 members 
Mstep: Class 23 contains 35558 members 
Mstep: Class 24 contains 11276 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 13258 members 
Mstep: Class 27 contains 7596 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9239 members 
Mstep: Class 30 contains 90204 members 
Mstep: Class 31 contains 301320 members 
Mstep: Class 32 contains 4136 members 
Mstep: Class 33 contains 7336 members 
Mstep: Class 34 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157084128.000000 Penalty: 120551.992188
Iteration 97Q: 35 clusters Score -1.570841e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 8279 members 
Mstep: Class 5 contains 66835 members 
Mstep: Class 6 contains 7564 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 42133 members 
Mstep: Class 9 contains 14998 members 
Mstep: Class 10 contains 29892 members 
Mstep: Class 11 contains 75008 members 
Mstep: Class 12 contains 42284 members 
Mstep: Class 13 contains 185383 members 
Mstep: Class 14 contains 18580 members 
Mstep: Class 15 contains 10730 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 100462 members 
Mstep: Class 18 contains 379413 members 
Mstep: Class 19 contains 21632 members 
Mstep: Class 20 contains 5497 members 
Mstep: Class 21 contains 20873 members 
Mstep: Class 22 contains 46350 members 
Mstep: Class 23 contains 35580 members 
Mstep: Class 24 contains 11280 members 
Mstep: Class 25 contains 9327 members 
Mstep: Class 26 contains 13244 members 
Mstep: Class 27 contains 7590 members 
Mstep: Class 28 contains 16333 members 
Mstep: Class 29 contains 9240 members 
Mstep: Class 30 contains 90205 members 
Mstep: Class 31 contains 301205 members 
Mstep: Class 32 contains 4142 members 
Mstep: Class 33 contains 7370 members 
Mstep: Class 34 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157084384.000000 Penalty: 120551.992188
Iteration 98Q: 35 clusters Score -1.570844e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5059 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 8282 members 
Mstep: Class 5 contains 66828 members 
Mstep: Class 6 contains 7574 members 
Mstep: Class 7 contains 17553 members 
Mstep: Class 8 contains 42108 members 
Mstep: Class 9 contains 15008 members 
Mstep: Class 10 contains 29887 members 
Mstep: Class 11 contains 75011 members 
Mstep: Class 12 contains 42280 members 
Mstep: Class 13 contains 185833 members 
Mstep: Class 14 contains 18580 members 
Mstep: Class 15 contains 10743 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 100079 members 
Mstep: Class 18 contains 379298 members 
Mstep: Class 19 contains 21643 members 
Mstep: Class 20 contains 5634 members 
Mstep: Class 21 contains 20864 members 
Mstep: Class 22 contains 46308 members 
Mstep: Class 23 contains 35613 members 
Mstep: Class 24 contains 11282 members 
Mstep: Class 25 contains 9330 members 
Mstep: Class 26 contains 13224 members 
Mstep: Class 27 contains 7582 members 
Mstep: Class 28 contains 16337 members 
Mstep: Class 29 contains 9239 members 
Mstep: Class 30 contains 90212 members 
Mstep: Class 31 contains 301105 members 
Mstep: Class 32 contains 4147 members 
Mstep: Class 33 contains 7406 members 
Mstep: Class 34 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157084256.000000 Penalty: 120551.992188
Iteration 99Q: 35 clusters Score -1.570843e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 8287 members 
Mstep: Class 5 contains 66817 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 17533 members 
Mstep: Class 8 contains 42097 members 
Mstep: Class 9 contains 15012 members 
Mstep: Class 10 contains 29887 members 
Mstep: Class 11 contains 75011 members 
Mstep: Class 12 contains 42273 members 
Mstep: Class 13 contains 186249 members 
Mstep: Class 14 contains 18580 members 
Mstep: Class 15 contains 10751 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 99711 members 
Mstep: Class 18 contains 379205 members 
Mstep: Class 19 contains 21656 members 
Mstep: Class 20 contains 5758 members 
Mstep: Class 21 contains 20860 members 
Mstep: Class 22 contains 46268 members 
Mstep: Class 23 contains 35624 members 
Mstep: Class 24 contains 11284 members 
Mstep: Class 25 contains 9334 members 
Mstep: Class 26 contains 13201 members 
Mstep: Class 27 contains 7577 members 
Mstep: Class 28 contains 16339 members 
Mstep: Class 29 contains 9239 members 
Mstep: Class 30 contains 90220 members 
Mstep: Class 31 contains 301019 members 
Mstep: Class 32 contains 4149 members 
Mstep: Class 33 contains 7441 members 
Mstep: Class 34 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157085008.000000 Penalty: 120551.992188
Iteration 100F: 35 clusters Score -1.57085e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8288 members 
Mstep: Class 5 contains 66809 members 
Mstep: Class 6 contains 7604 members 
Mstep: Class 7 contains 17517 members 
Mstep: Class 8 contains 42088 members 
Mstep: Class 9 contains 15017 members 
Mstep: Class 10 contains 29886 members 
Mstep: Class 11 contains 75013 members 
Mstep: Class 12 contains 42266 members 
Mstep: Class 13 contains 186613 members 
Mstep: Class 14 contains 18589 members 
Mstep: Class 15 contains 10730 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 99397 members 
Mstep: Class 18 contains 379041 members 
Mstep: Class 19 contains 21671 members 
Mstep: Class 20 contains 5987 members 
Mstep: Class 21 contains 20859 members 
Mstep: Class 22 contains 46241 members 
Mstep: Class 23 contains 35616 members 
Mstep: Class 24 contains 11294 members 
Mstep: Class 25 contains 9333 members 
Mstep: Class 26 contains 13181 members 
Mstep: Class 27 contains 7569 members 
Mstep: Class 28 contains 16331 members 
Mstep: Class 29 contains 9237 members 
Mstep: Class 30 contains 90218 members 
Mstep: Class 31 contains 300918 members 
Mstep: Class 32 contains 4152 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157085328.000000 Penalty: 120551.992188
Iteration 101Q: 35 clusters Score -1.570853e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 8285 members 
Mstep: Class 5 contains 66796 members 
Mstep: Class 6 contains 7609 members 
Mstep: Class 7 contains 17501 members 
Mstep: Class 8 contains 42061 members 
Mstep: Class 9 contains 15017 members 
Mstep: Class 10 contains 29883 members 
Mstep: Class 11 contains 75003 members 
Mstep: Class 12 contains 42291 members 
Mstep: Class 13 contains 186986 members 
Mstep: Class 14 contains 18595 members 
Mstep: Class 15 contains 10735 members 
Mstep: Class 16 contains 5442 members 
Mstep: Class 17 contains 99099 members 
Mstep: Class 18 contains 378837 members 
Mstep: Class 19 contains 21687 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 20851 members 
Mstep: Class 22 contains 46197 members 
Mstep: Class 23 contains 35630 members 
Mstep: Class 24 contains 11295 members 
Mstep: Class 25 contains 9331 members 
Mstep: Class 26 contains 13173 members 
Mstep: Class 27 contains 7565 members 
Mstep: Class 28 contains 16339 members 
Mstep: Class 29 contains 9232 members 
Mstep: Class 30 contains 90227 members 
Mstep: Class 31 contains 300831 members 
Mstep: Class 32 contains 4152 members 
Mstep: Class 33 contains 7485 members 
Mstep: Class 34 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157085568.000000 Penalty: 120551.992188
Iteration 102Q: 35 clusters Score -1.570856e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 8284 members 
Mstep: Class 5 contains 66793 members 
Mstep: Class 6 contains 7618 members 
Mstep: Class 7 contains 17488 members 
Mstep: Class 8 contains 42042 members 
Mstep: Class 9 contains 15016 members 
Mstep: Class 10 contains 29887 members 
Mstep: Class 11 contains 74992 members 
Mstep: Class 12 contains 42310 members 
Mstep: Class 13 contains 187380 members 
Mstep: Class 14 contains 18598 members 
Mstep: Class 15 contains 10743 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 98794 members 
Mstep: Class 18 contains 378609 members 
Mstep: Class 19 contains 21699 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 20844 members 
Mstep: Class 22 contains 46148 members 
Mstep: Class 23 contains 35627 members 
Mstep: Class 24 contains 11293 members 
Mstep: Class 25 contains 9331 members 
Mstep: Class 26 contains 13151 members 
Mstep: Class 27 contains 7563 members 
Mstep: Class 28 contains 16336 members 
Mstep: Class 29 contains 9231 members 
Mstep: Class 30 contains 90231 members 
Mstep: Class 31 contains 300763 members 
Mstep: Class 32 contains 4155 members 
Mstep: Class 33 contains 7503 members 
Mstep: Class 34 contains 1819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157085600.000000 Penalty: 120551.992188
Iteration 103Q: 35 clusters Score -1.570856e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5001 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 8283 members 
Mstep: Class 5 contains 66780 members 
Mstep: Class 6 contains 7626 members 
Mstep: Class 7 contains 17475 members 
Mstep: Class 8 contains 42028 members 
Mstep: Class 9 contains 15012 members 
Mstep: Class 10 contains 29901 members 
Mstep: Class 11 contains 74983 members 
Mstep: Class 12 contains 42318 members 
Mstep: Class 13 contains 187779 members 
Mstep: Class 14 contains 18597 members 
Mstep: Class 15 contains 10749 members 
Mstep: Class 16 contains 5447 members 
Mstep: Class 17 contains 98492 members 
Mstep: Class 18 contains 378431 members 
Mstep: Class 19 contains 21706 members 
Mstep: Class 20 contains 6721 members 
Mstep: Class 21 contains 20831 members 
Mstep: Class 22 contains 46091 members 
Mstep: Class 23 contains 35626 members 
Mstep: Class 24 contains 11285 members 
Mstep: Class 25 contains 9331 members 
Mstep: Class 26 contains 13133 members 
Mstep: Class 27 contains 7561 members 
Mstep: Class 28 contains 16335 members 
Mstep: Class 29 contains 9230 members 
Mstep: Class 30 contains 90220 members 
Mstep: Class 31 contains 300681 members 
Mstep: Class 32 contains 4157 members 
Mstep: Class 33 contains 7519 members 
Mstep: Class 34 contains 1829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157085616.000000 Penalty: 120551.992188
Iteration 104Q: 35 clusters Score -1.570856e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 8280 members 
Mstep: Class 5 contains 66760 members 
Mstep: Class 6 contains 7634 members 
Mstep: Class 7 contains 17458 members 
Mstep: Class 8 contains 42018 members 
Mstep: Class 9 contains 15012 members 
Mstep: Class 10 contains 29891 members 
Mstep: Class 11 contains 74973 members 
Mstep: Class 12 contains 42332 members 
Mstep: Class 13 contains 188151 members 
Mstep: Class 14 contains 18601 members 
Mstep: Class 15 contains 10758 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 98191 members 
Mstep: Class 18 contains 378257 members 
Mstep: Class 19 contains 21717 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 20821 members 
Mstep: Class 22 contains 46052 members 
Mstep: Class 23 contains 35612 members 
Mstep: Class 24 contains 11281 members 
Mstep: Class 25 contains 9331 members 
Mstep: Class 26 contains 13132 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 16334 members 
Mstep: Class 29 contains 9231 members 
Mstep: Class 30 contains 90212 members 
Mstep: Class 31 contains 300600 members 
Mstep: Class 32 contains 4161 members 
Mstep: Class 33 contains 7526 members 
Mstep: Class 34 contains 1842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157085808.000000 Penalty: 120551.992188
Iteration 105Q: 35 clusters Score -1.570858e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 8281 members 
Mstep: Class 5 contains 66748 members 
Mstep: Class 6 contains 7642 members 
Mstep: Class 7 contains 17444 members 
Mstep: Class 8 contains 42010 members 
Mstep: Class 9 contains 15012 members 
Mstep: Class 10 contains 29871 members 
Mstep: Class 11 contains 74963 members 
Mstep: Class 12 contains 42330 members 
Mstep: Class 13 contains 188507 members 
Mstep: Class 14 contains 18600 members 
Mstep: Class 15 contains 10754 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 97878 members 
Mstep: Class 18 contains 378054 members 
Mstep: Class 19 contains 21720 members 
Mstep: Class 20 contains 7304 members 
Mstep: Class 21 contains 20821 members 
Mstep: Class 22 contains 46004 members 
Mstep: Class 23 contains 35614 members 
Mstep: Class 24 contains 11279 members 
Mstep: Class 25 contains 9331 members 
Mstep: Class 26 contains 13125 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 16341 members 
Mstep: Class 29 contains 9231 members 
Mstep: Class 30 contains 90209 members 
Mstep: Class 31 contains 300525 members 
Mstep: Class 32 contains 4163 members 
Mstep: Class 33 contains 7534 members 
Mstep: Class 34 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157085808.000000 Penalty: 120551.992188
Iteration 106Q: 35 clusters Score -1.570858e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 66731 members 
Mstep: Class 6 contains 7649 members 
Mstep: Class 7 contains 17427 members 
Mstep: Class 8 contains 41994 members 
Mstep: Class 9 contains 15017 members 
Mstep: Class 10 contains 29867 members 
Mstep: Class 11 contains 74953 members 
Mstep: Class 12 contains 42321 members 
Mstep: Class 13 contains 188883 members 
Mstep: Class 14 contains 18610 members 
Mstep: Class 15 contains 10757 members 
Mstep: Class 16 contains 5451 members 
Mstep: Class 17 contains 97572 members 
Mstep: Class 18 contains 377851 members 
Mstep: Class 19 contains 21733 members 
Mstep: Class 20 contains 7638 members 
Mstep: Class 21 contains 20822 members 
Mstep: Class 22 contains 45954 members 
Mstep: Class 23 contains 35600 members 
Mstep: Class 24 contains 11281 members 
Mstep: Class 25 contains 9330 members 
Mstep: Class 26 contains 13121 members 
Mstep: Class 27 contains 7557 members 
Mstep: Class 28 contains 16342 members 
Mstep: Class 29 contains 9232 members 
Mstep: Class 30 contains 90191 members 
Mstep: Class 31 contains 300431 members 
Mstep: Class 32 contains 4163 members 
Mstep: Class 33 contains 7539 members 
Mstep: Class 34 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157085872.000000 Penalty: 120551.992188
Iteration 107Q: 35 clusters Score -1.570859e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8278 members 
Mstep: Class 5 contains 66711 members 
Mstep: Class 6 contains 7659 members 
Mstep: Class 7 contains 17410 members 
Mstep: Class 8 contains 41984 members 
Mstep: Class 9 contains 15020 members 
Mstep: Class 10 contains 29859 members 
Mstep: Class 11 contains 74939 members 
Mstep: Class 12 contains 42312 members 
Mstep: Class 13 contains 189293 members 
Mstep: Class 14 contains 18612 members 
Mstep: Class 15 contains 10759 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 97274 members 
Mstep: Class 18 contains 377595 members 
Mstep: Class 19 contains 21746 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 20821 members 
Mstep: Class 22 contains 45898 members 
Mstep: Class 23 contains 35603 members 
Mstep: Class 24 contains 11285 members 
Mstep: Class 25 contains 9332 members 
Mstep: Class 26 contains 13117 members 
Mstep: Class 27 contains 7558 members 
Mstep: Class 28 contains 16342 members 
Mstep: Class 29 contains 9231 members 
Mstep: Class 30 contains 90181 members 
Mstep: Class 31 contains 300329 members 
Mstep: Class 32 contains 4163 members 
Mstep: Class 33 contains 7545 members 
Mstep: Class 34 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157086144.000000 Penalty: 120551.992188
Iteration 108Q: 35 clusters Score -1.570861e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5000 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8279 members 
Mstep: Class 5 contains 66691 members 
Mstep: Class 6 contains 7668 members 
Mstep: Class 7 contains 17391 members 
Mstep: Class 8 contains 41981 members 
Mstep: Class 9 contains 15026 members 
Mstep: Class 10 contains 29844 members 
Mstep: Class 11 contains 74929 members 
Mstep: Class 12 contains 42314 members 
Mstep: Class 13 contains 189665 members 
Mstep: Class 14 contains 18618 members 
Mstep: Class 15 contains 10763 members 
Mstep: Class 16 contains 5449 members 
Mstep: Class 17 contains 96984 members 
Mstep: Class 18 contains 377293 members 
Mstep: Class 19 contains 21753 members 
Mstep: Class 20 contains 8378 members 
Mstep: Class 21 contains 20822 members 
Mstep: Class 22 contains 45818 members 
Mstep: Class 23 contains 35620 members 
Mstep: Class 24 contains 11284 members 
Mstep: Class 25 contains 9332 members 
Mstep: Class 26 contains 13114 members 
Mstep: Class 27 contains 7555 members 
Mstep: Class 28 contains 16340 members 
Mstep: Class 29 contains 9229 members 
Mstep: Class 30 contains 90184 members 
Mstep: Class 31 contains 300243 members 
Mstep: Class 32 contains 4163 members 
Mstep: Class 33 contains 7549 members 
Mstep: Class 34 contains 1874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157086576.000000 Penalty: 120551.992188
Iteration 109Q: 35 clusters Score -1.570866e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 66663 members 
Mstep: Class 6 contains 7669 members 
Mstep: Class 7 contains 17379 members 
Mstep: Class 8 contains 41974 members 
Mstep: Class 9 contains 15031 members 
Mstep: Class 10 contains 29837 members 
Mstep: Class 11 contains 74921 members 
Mstep: Class 12 contains 42319 members 
Mstep: Class 13 contains 190060 members 
Mstep: Class 14 contains 18626 members 
Mstep: Class 15 contains 10766 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 96671 members 
Mstep: Class 18 contains 377027 members 
Mstep: Class 19 contains 21758 members 
Mstep: Class 20 contains 8816 members 
Mstep: Class 21 contains 20815 members 
Mstep: Class 22 contains 45744 members 
Mstep: Class 23 contains 35618 members 
Mstep: Class 24 contains 11281 members 
Mstep: Class 25 contains 9332 members 
Mstep: Class 26 contains 13116 members 
Mstep: Class 27 contains 7556 members 
Mstep: Class 28 contains 16342 members 
Mstep: Class 29 contains 9229 members 
Mstep: Class 30 contains 90180 members 
Mstep: Class 31 contains 300098 members 
Mstep: Class 32 contains 4164 members 
Mstep: Class 33 contains 7555 members 
Mstep: Class 34 contains 1877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157086992.000000 Penalty: 120551.992188
Iteration 110Q: 35 clusters Score -1.57087e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8271 members 
Mstep: Class 5 contains 66634 members 
Mstep: Class 6 contains 7673 members 
Mstep: Class 7 contains 17366 members 
Mstep: Class 8 contains 41967 members 
Mstep: Class 9 contains 15033 members 
Mstep: Class 10 contains 29837 members 
Mstep: Class 11 contains 74917 members 
Mstep: Class 12 contains 42307 members 
Mstep: Class 13 contains 190488 members 
Mstep: Class 14 contains 18630 members 
Mstep: Class 15 contains 10774 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 96338 members 
Mstep: Class 18 contains 376689 members 
Mstep: Class 19 contains 21767 members 
Mstep: Class 20 contains 9320 members 
Mstep: Class 21 contains 20809 members 
Mstep: Class 22 contains 45667 members 
Mstep: Class 23 contains 35628 members 
Mstep: Class 24 contains 11280 members 
Mstep: Class 25 contains 9333 members 
Mstep: Class 26 contains 13108 members 
Mstep: Class 27 contains 7552 members 
Mstep: Class 28 contains 16345 members 
Mstep: Class 29 contains 9228 members 
Mstep: Class 30 contains 90170 members 
Mstep: Class 31 contains 299964 members 
Mstep: Class 32 contains 4165 members 
Mstep: Class 33 contains 7560 members 
Mstep: Class 34 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157087152.000000 Penalty: 120551.992188
Iteration 111Q: 35 clusters Score -1.570872e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8268 members 
Mstep: Class 5 contains 66616 members 
Mstep: Class 6 contains 7677 members 
Mstep: Class 7 contains 17351 members 
Mstep: Class 8 contains 41960 members 
Mstep: Class 9 contains 15036 members 
Mstep: Class 10 contains 29831 members 
Mstep: Class 11 contains 74909 members 
Mstep: Class 12 contains 42305 members 
Mstep: Class 13 contains 190896 members 
Mstep: Class 14 contains 18628 members 
Mstep: Class 15 contains 10781 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 96020 members 
Mstep: Class 18 contains 376377 members 
Mstep: Class 19 contains 21765 members 
Mstep: Class 20 contains 9795 members 
Mstep: Class 21 contains 20809 members 
Mstep: Class 22 contains 45591 members 
Mstep: Class 23 contains 35648 members 
Mstep: Class 24 contains 11280 members 
Mstep: Class 25 contains 9335 members 
Mstep: Class 26 contains 13106 members 
Mstep: Class 27 contains 7552 members 
Mstep: Class 28 contains 16344 members 
Mstep: Class 29 contains 9226 members 
Mstep: Class 30 contains 90164 members 
Mstep: Class 31 contains 299817 members 
Mstep: Class 32 contains 4170 members 
Mstep: Class 33 contains 7561 members 
Mstep: Class 34 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157087120.000000 Penalty: 120551.992188
Iteration 112Q: 35 clusters Score -1.570871e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8264 members 
Mstep: Class 5 contains 66603 members 
Mstep: Class 6 contains 7681 members 
Mstep: Class 7 contains 17342 members 
Mstep: Class 8 contains 41945 members 
Mstep: Class 9 contains 15039 members 
Mstep: Class 10 contains 29825 members 
Mstep: Class 11 contains 74906 members 
Mstep: Class 12 contains 42299 members 
Mstep: Class 13 contains 191335 members 
Mstep: Class 14 contains 18640 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 95691 members 
Mstep: Class 18 contains 375976 members 
Mstep: Class 19 contains 21771 members 
Mstep: Class 20 contains 10329 members 
Mstep: Class 21 contains 20811 members 
Mstep: Class 22 contains 45513 members 
Mstep: Class 23 contains 35653 members 
Mstep: Class 24 contains 11278 members 
Mstep: Class 25 contains 9336 members 
Mstep: Class 26 contains 13100 members 
Mstep: Class 27 contains 7548 members 
Mstep: Class 28 contains 16345 members 
Mstep: Class 29 contains 9225 members 
Mstep: Class 30 contains 90145 members 
Mstep: Class 31 contains 299689 members 
Mstep: Class 32 contains 4174 members 
Mstep: Class 33 contains 7565 members 
Mstep: Class 34 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157087280.000000 Penalty: 120551.992188
Iteration 113Q: 35 clusters Score -1.570873e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8266 members 
Mstep: Class 5 contains 66595 members 
Mstep: Class 6 contains 7686 members 
Mstep: Class 7 contains 17337 members 
Mstep: Class 8 contains 41936 members 
Mstep: Class 9 contains 15039 members 
Mstep: Class 10 contains 29808 members 
Mstep: Class 11 contains 74901 members 
Mstep: Class 12 contains 42297 members 
Mstep: Class 13 contains 191773 members 
Mstep: Class 14 contains 18642 members 
Mstep: Class 15 contains 10796 members 
Mstep: Class 16 contains 5453 members 
Mstep: Class 17 contains 95350 members 
Mstep: Class 18 contains 375598 members 
Mstep: Class 19 contains 21781 members 
Mstep: Class 20 contains 10870 members 
Mstep: Class 21 contains 20799 members 
Mstep: Class 22 contains 45427 members 
Mstep: Class 23 contains 35651 members 
Mstep: Class 24 contains 11271 members 
Mstep: Class 25 contains 9336 members 
Mstep: Class 26 contains 13084 members 
Mstep: Class 27 contains 7550 members 
Mstep: Class 28 contains 16345 members 
Mstep: Class 29 contains 9228 members 
Mstep: Class 30 contains 90144 members 
Mstep: Class 31 contains 299560 members 
Mstep: Class 32 contains 4177 members 
Mstep: Class 33 contains 7569 members 
Mstep: Class 34 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157087616.000000 Penalty: 120551.992188
Iteration 114Q: 35 clusters Score -1.570876e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4997 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8270 members 
Mstep: Class 5 contains 66588 members 
Mstep: Class 6 contains 7688 members 
Mstep: Class 7 contains 17329 members 
Mstep: Class 8 contains 41921 members 
Mstep: Class 9 contains 15039 members 
Mstep: Class 10 contains 29779 members 
Mstep: Class 11 contains 74875 members 
Mstep: Class 12 contains 42294 members 
Mstep: Class 13 contains 192205 members 
Mstep: Class 14 contains 18648 members 
Mstep: Class 15 contains 10800 members 
Mstep: Class 16 contains 5455 members 
Mstep: Class 17 contains 94999 members 
Mstep: Class 18 contains 375193 members 
Mstep: Class 19 contains 21785 members 
Mstep: Class 20 contains 11441 members 
Mstep: Class 21 contains 20788 members 
Mstep: Class 22 contains 45364 members 
Mstep: Class 23 contains 35657 members 
Mstep: Class 24 contains 11270 members 
Mstep: Class 25 contains 9339 members 
Mstep: Class 26 contains 13071 members 
Mstep: Class 27 contains 7549 members 
Mstep: Class 28 contains 16349 members 
Mstep: Class 29 contains 9227 members 
Mstep: Class 30 contains 90157 members 
Mstep: Class 31 contains 299437 members 
Mstep: Class 32 contains 4178 members 
Mstep: Class 33 contains 7573 members 
Mstep: Class 34 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157088016.000000 Penalty: 120551.992188
Iteration 115Q: 35 clusters Score -1.57088e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8270 members 
Mstep: Class 5 contains 66575 members 
Mstep: Class 6 contains 7692 members 
Mstep: Class 7 contains 17322 members 
Mstep: Class 8 contains 41915 members 
Mstep: Class 9 contains 15039 members 
Mstep: Class 10 contains 29756 members 
Mstep: Class 11 contains 74820 members 
Mstep: Class 12 contains 42292 members 
Mstep: Class 13 contains 192624 members 
Mstep: Class 14 contains 18655 members 
Mstep: Class 15 contains 10805 members 
Mstep: Class 16 contains 5454 members 
Mstep: Class 17 contains 94653 members 
Mstep: Class 18 contains 374840 members 
Mstep: Class 19 contains 21786 members 
Mstep: Class 20 contains 12006 members 
Mstep: Class 21 contains 20767 members 
Mstep: Class 22 contains 45299 members 
Mstep: Class 23 contains 35655 members 
Mstep: Class 24 contains 11268 members 
Mstep: Class 25 contains 9340 members 
Mstep: Class 26 contains 13060 members 
Mstep: Class 27 contains 7548 members 
Mstep: Class 28 contains 16348 members 
Mstep: Class 29 contains 9229 members 
Mstep: Class 30 contains 90171 members 
Mstep: Class 31 contains 299323 members 
Mstep: Class 32 contains 4180 members 
Mstep: Class 33 contains 7575 members 
Mstep: Class 34 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157088192.000000 Penalty: 120551.992188
Iteration 116Q: 35 clusters Score -1.570882e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8272 members 
Mstep: Class 5 contains 66556 members 
Mstep: Class 6 contains 7695 members 
Mstep: Class 7 contains 17313 members 
Mstep: Class 8 contains 41904 members 
Mstep: Class 9 contains 15042 members 
Mstep: Class 10 contains 29749 members 
Mstep: Class 11 contains 74754 members 
Mstep: Class 12 contains 42285 members 
Mstep: Class 13 contains 193047 members 
Mstep: Class 14 contains 18664 members 
Mstep: Class 15 contains 10810 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 94344 members 
Mstep: Class 18 contains 374458 members 
Mstep: Class 19 contains 21793 members 
Mstep: Class 20 contains 12532 members 
Mstep: Class 21 contains 20754 members 
Mstep: Class 22 contains 45242 members 
Mstep: Class 23 contains 35648 members 
Mstep: Class 24 contains 11268 members 
Mstep: Class 25 contains 9342 members 
Mstep: Class 26 contains 13055 members 
Mstep: Class 27 contains 7547 members 
Mstep: Class 28 contains 16347 members 
Mstep: Class 29 contains 9228 members 
Mstep: Class 30 contains 90181 members 
Mstep: Class 31 contains 299233 members 
Mstep: Class 32 contains 4182 members 
Mstep: Class 33 contains 7573 members 
Mstep: Class 34 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157088256.000000 Penalty: 120551.992188
Iteration 117Q: 35 clusters Score -1.570883e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5001 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 5 contains 66545 members 
Mstep: Class 6 contains 7698 members 
Mstep: Class 7 contains 17304 members 
Mstep: Class 8 contains 41898 members 
Mstep: Class 9 contains 15042 members 
Mstep: Class 10 contains 29726 members 
Mstep: Class 11 contains 74676 members 
Mstep: Class 12 contains 42269 members 
Mstep: Class 13 contains 193437 members 
Mstep: Class 14 contains 18670 members 
Mstep: Class 15 contains 10813 members 
Mstep: Class 16 contains 5447 members 
Mstep: Class 17 contains 94031 members 
Mstep: Class 18 contains 374137 members 
Mstep: Class 19 contains 21792 members 
Mstep: Class 20 contains 13041 members 
Mstep: Class 21 contains 20746 members 
Mstep: Class 22 contains 45179 members 
Mstep: Class 23 contains 35655 members 
Mstep: Class 24 contains 11265 members 
Mstep: Class 25 contains 9343 members 
Mstep: Class 26 contains 13044 members 
Mstep: Class 27 contains 7547 members 
Mstep: Class 28 contains 16348 members 
Mstep: Class 29 contains 9226 members 
Mstep: Class 30 contains 90207 members 
Mstep: Class 31 contains 299150 members 
Mstep: Class 32 contains 4183 members 
Mstep: Class 33 contains 7575 members 
Mstep: Class 34 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157088448.000000 Penalty: 120551.992188
Iteration 118Q: 35 clusters Score -1.570884e+08 nChanged 1894
Entering ConstructFrom: 
Score: -157088448.000000 Penalty: 120551.992188
Entering ConstructFrom: 
Trying to split cluster 1 (5079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Entering Unmasked Estep 
Score: -479160.531250 Penalty: 2116.151611
	Iteration 0F: 2 clusters Score -479160.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -474621.375000 Penalty: 4232.303223
	Iteration 0F: 3 clusters Score -474621.4 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -475976.156250 Penalty: 4232.303223
	Iteration 1F: 3 clusters Score -475976.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -476637.500000 Penalty: 4232.303223
	Iteration 2F: 3 clusters Score -476637.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -477196.687500 Penalty: 4232.303223
	Iteration 3F: 3 clusters Score -477196.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -477990.406250 Penalty: 4232.303223
	Iteration 4F: 3 clusters Score -477990.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -478805.625000 Penalty: 4232.303223
	Iteration 5F: 3 clusters Score -478805.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -479306.781250 Penalty: 4232.303223
	Iteration 6F: 3 clusters Score -479306.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -479512.468750 Penalty: 4232.303223
	Iteration 7Q: 3 clusters Score -479512.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -479606.812500 Penalty: 4232.303223
	Iteration 8Q: 3 clusters Score -479606.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -479655.218750 Penalty: 4232.303223
	Iteration 9Q: 3 clusters Score -479655.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -479700.875000 Penalty: 4232.303223
	Iteration 10Q: 3 clusters Score -479700.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -479720.375000 Penalty: 4232.303223
	Iteration 11Q: 3 clusters Score -479720.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -479729.437500 Penalty: 4232.303223
	Iteration 12Q: 3 clusters Score -479729.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -479738.562500 Penalty: 4232.303223
	Iteration 13Q: 3 clusters Score -479738.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -479749.218750 Penalty: 4232.303223
	Iteration 14Q: 3 clusters Score -479749.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -479761.031250 Penalty: 4232.303223
	Iteration 15Q: 3 clusters Score -479761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -479777.156250 Penalty: 4232.303223
	Iteration 16Q: 3 clusters Score -479777.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -479793.125000 Penalty: 4232.303223
	Iteration 17Q: 3 clusters Score -479793.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -479808.437500 Penalty: 4232.303223
	Iteration 18Q: 3 clusters Score -479808.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -479820.625000 Penalty: 4232.303223
	Iteration 19Q: 3 clusters Score -479820.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -479829.375000 Penalty: 4232.303223
	Iteration 20F: 3 clusters Score -479829.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -479837.937500 Penalty: 4232.303223
	Iteration 21Q: 3 clusters Score -479837.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -479846.781250 Penalty: 4232.303223
	Iteration 22Q: 3 clusters Score -479846.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -479856.312500 Penalty: 4232.303223
	Iteration 23Q: 3 clusters Score -479856.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -479863.375000 Penalty: 4232.303223
	Iteration 24Q: 3 clusters Score -479863.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -479873.343750 Penalty: 4232.303223
	Iteration 25Q: 3 clusters Score -479873.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -479890.312500 Penalty: 4232.303223
	Iteration 26Q: 3 clusters Score -479890.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -479910.187500 Penalty: 4232.303223
	Iteration 27Q: 3 clusters Score -479910.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -479920.593750 Penalty: 4232.303223
	Iteration 28Q: 3 clusters Score -479920.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -479926.812500 Penalty: 4232.303223
	Iteration 29Q: 3 clusters Score -479926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -479928.406250 Penalty: 4232.303223
	Iteration 30Q: 3 clusters Score -479928.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -479928.406250 Penalty: 4232.303223
	Iteration 31F: 3 clusters Score -479928.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5006 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8270 members 
Mstep: Class 5 contains 66524 members 
Mstep: Class 6 contains 7700 members 
Mstep: Class 7 contains 17292 members 
Mstep: Class 8 contains 41891 members 
Mstep: Class 9 contains 15042 members 
Mstep: Class 10 contains 29720 members 
Mstep: Class 11 contains 74600 members 
Mstep: Class 12 contains 42267 members 
Mstep: Class 13 contains 193839 members 
Mstep: Class 14 contains 18675 members 
Mstep: Class 15 contains 10815 members 
Mstep: Class 16 contains 5448 members 
Mstep: Class 17 contains 93732 members 
Mstep: Class 18 contains 373770 members 
Mstep: Class 19 contains 21792 members 
Mstep: Class 20 contains 13571 members 
Mstep: Class 21 contains 20734 members 
Mstep: Class 22 contains 45115 members 
Mstep: Class 23 contains 35660 members 
Mstep: Class 24 contains 11266 members 
Mstep: Class 25 contains 9343 members 
Mstep: Class 26 contains 13035 members 
Mstep: Class 27 contains 7548 members 
Mstep: Class 28 contains 16349 members 
Mstep: Class 29 contains 9224 members 
Mstep: Class 30 contains 90217 members 
Mstep: Class 31 contains 299066 members 
Mstep: Class 32 contains 4183 members 
Mstep: Class 33 contains 7576 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 870 members 
Entering Unmasked Estep 
Score: -157088272.000000 Penalty: 124097.632812
Splitting cluster 1 changes total score from -157088448.000000 to -157088272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Entering Unmasked Estep 
Score: -421669.125000 Penalty: 2112.561279
	Iteration 0F: 2 clusters Score -421669.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -417225.625000 Penalty: 4225.122559
	Iteration 0F: 3 clusters Score -417225.6 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -418434.375000 Penalty: 4225.122559
	Iteration 1F: 3 clusters Score -418434.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -418862.968750 Penalty: 4225.122559
	Iteration 2F: 3 clusters Score -418863 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -419248.812500 Penalty: 4225.122559
	Iteration 3F: 3 clusters Score -419248.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -419575.062500 Penalty: 4225.122559
	Iteration 4F: 3 clusters Score -419575.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -419855.562500 Penalty: 4225.122559
	Iteration 5F: 3 clusters Score -419855.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -420088.687500 Penalty: 4225.122559
	Iteration 6F: 3 clusters Score -420088.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -420276.062500 Penalty: 4225.122559
	Iteration 7Q: 3 clusters Score -420276.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -420409.718750 Penalty: 4225.122559
	Iteration 8Q: 3 clusters Score -420409.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -420484.781250 Penalty: 4225.122559
	Iteration 9Q: 3 clusters Score -420484.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -420528.718750 Penalty: 4225.122559
	Iteration 10Q: 3 clusters Score -420528.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -420563.156250 Penalty: 4225.122559
	Iteration 11Q: 3 clusters Score -420563.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -420588.562500 Penalty: 4225.122559
	Iteration 12Q: 3 clusters Score -420588.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -420605.937500 Penalty: 4225.122559
	Iteration 13Q: 3 clusters Score -420605.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -420618.156250 Penalty: 4225.122559
	Iteration 14Q: 3 clusters Score -420618.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -420624.406250 Penalty: 4225.122559
	Iteration 15Q: 3 clusters Score -420624.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -420629.156250 Penalty: 4225.122559
	Iteration 16Q: 3 clusters Score -420629.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -420634.500000 Penalty: 4225.122559
	Iteration 17Q: 3 clusters Score -420634.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -420639.500000 Penalty: 4225.122559
	Iteration 18Q: 3 clusters Score -420639.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -420642.437500 Penalty: 4225.122559
	Iteration 19Q: 3 clusters Score -420642.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -420645.062500 Penalty: 4225.122559
	Iteration 20F: 3 clusters Score -420645.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -420647.343750 Penalty: 4225.122559
	Iteration 21Q: 3 clusters Score -420647.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -420649.937500 Penalty: 4225.122559
	Iteration 22Q: 3 clusters Score -420649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -420651.093750 Penalty: 4225.122559
	Iteration 23Q: 3 clusters Score -420651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -420651.781250 Penalty: 4225.122559
	Iteration 24Q: 3 clusters Score -420651.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -420653.625000 Penalty: 4225.122559
	Iteration 25Q: 3 clusters Score -420653.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -420655.437500 Penalty: 4225.122559
	Iteration 26Q: 3 clusters Score -420655.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -420657.062500 Penalty: 4225.122559
	Iteration 27Q: 3 clusters Score -420657.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -420659.562500 Penalty: 4225.122559
	Iteration 28Q: 3 clusters Score -420659.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -420661.843750 Penalty: 4225.122559
	Iteration 29Q: 3 clusters Score -420661.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -420662.687500 Penalty: 4225.122559
	Iteration 30Q: 3 clusters Score -420662.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -420664.093750 Penalty: 4225.122559
	Iteration 31Q: 3 clusters Score -420664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -420663.937500 Penalty: 4225.122559
	Iteration 32Q: 3 clusters Score -420663.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -420664.593750 Penalty: 4225.122559
	Iteration 33Q: 3 clusters Score -420664.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -420664.593750 Penalty: 4225.122559
	Iteration 34F: 3 clusters Score -420664.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -204495.781250 Penalty: 1904.912598
	Iteration 0F: 2 clusters Score -204495.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -201769.781250 Penalty: 3809.825195
	Iteration 0F: 3 clusters Score -201769.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -202288.359375 Penalty: 3809.825195
	Iteration 1F: 3 clusters Score -202288.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -202444.937500 Penalty: 3809.825195
	Iteration 2F: 3 clusters Score -202444.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -202553.921875 Penalty: 3809.825195
	Iteration 3F: 3 clusters Score -202553.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -202644.062500 Penalty: 3809.825195
	Iteration 4Q: 3 clusters Score -202644.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -202700.812500 Penalty: 3809.825195
	Iteration 5Q: 3 clusters Score -202700.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -202748.046875 Penalty: 3809.825195
	Iteration 6Q: 3 clusters Score -202748 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -202780.656250 Penalty: 3809.825195
	Iteration 7Q: 3 clusters Score -202780.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -202807.078125 Penalty: 3809.825195
	Iteration 8Q: 3 clusters Score -202807.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -202832.421875 Penalty: 3809.825195
	Iteration 9Q: 3 clusters Score -202832.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -202882.890625 Penalty: 3809.825195
	Iteration 10Q: 3 clusters Score -202882.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -202956.546875 Penalty: 3809.825195
	Iteration 11Q: 3 clusters Score -202956.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -203031.796875 Penalty: 3809.825195
	Iteration 12Q: 3 clusters Score -203031.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -203092.484375 Penalty: 3809.825195
	Iteration 13Q: 3 clusters Score -203092.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -203148.578125 Penalty: 3809.825195
	Iteration 14Q: 3 clusters Score -203148.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -203206.531250 Penalty: 3809.825195
	Iteration 15Q: 3 clusters Score -203206.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -203253.500000 Penalty: 3809.825195
	Iteration 16Q: 3 clusters Score -203253.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -203287.593750 Penalty: 3809.825195
	Iteration 17Q: 3 clusters Score -203287.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -203318.078125 Penalty: 3809.825195
	Iteration 18Q: 3 clusters Score -203318.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -203350.718750 Penalty: 3809.825195
	Iteration 19Q: 3 clusters Score -203350.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -203383.328125 Penalty: 3809.825195
	Iteration 20F: 3 clusters Score -203383.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -203437.109375 Penalty: 3809.825195
	Iteration 21Q: 3 clusters Score -203437.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -203464.062500 Penalty: 3809.825195
	Iteration 22Q: 3 clusters Score -203464.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -203487.171875 Penalty: 3809.825195
	Iteration 23Q: 3 clusters Score -203487.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -203503.875000 Penalty: 3809.825195
	Iteration 24Q: 3 clusters Score -203503.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -203512.078125 Penalty: 3809.825195
	Iteration 25Q: 3 clusters Score -203512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -203515.375000 Penalty: 3809.825195
	Iteration 26Q: 3 clusters Score -203515.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -203517.875000 Penalty: 3809.825195
	Iteration 27Q: 3 clusters Score -203517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -203519.937500 Penalty: 3809.825195
	Iteration 28Q: 3 clusters Score -203519.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -203521.312500 Penalty: 3809.825195
	Iteration 29Q: 3 clusters Score -203521.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -203522.796875 Penalty: 3809.825195
	Iteration 30Q: 3 clusters Score -203522.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -203522.796875 Penalty: 3809.825195
	Iteration 31F: 3 clusters Score -203522.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Entering Unmasked Estep 
Score: -827582.937500 Penalty: 2237.056641
	Iteration 0F: 2 clusters Score -827582.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -821042.000000 Penalty: 4474.113281
	Iteration 0F: 3 clusters Score -821042 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -822856.375000 Penalty: 4474.113281
	Iteration 1F: 3 clusters Score -822856.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -823148.125000 Penalty: 4474.113281
	Iteration 2F: 3 clusters Score -823148.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -823356.062500 Penalty: 4474.113281
	Iteration 3F: 3 clusters Score -823356.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -823545.062500 Penalty: 4474.113281
	Iteration 4Q: 3 clusters Score -823545.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -823702.375000 Penalty: 4474.113281
	Iteration 5Q: 3 clusters Score -823702.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -823850.812500 Penalty: 4474.113281
	Iteration 6Q: 3 clusters Score -823850.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -824012.750000 Penalty: 4474.113281
	Iteration 7Q: 3 clusters Score -824012.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -824162.437500 Penalty: 4474.113281
	Iteration 8Q: 3 clusters Score -824162.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -824302.625000 Penalty: 4474.113281
	Iteration 9Q: 3 clusters Score -824302.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -824449.937500 Penalty: 4474.113281
	Iteration 10Q: 3 clusters Score -824449.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -824606.000000 Penalty: 4474.113281
	Iteration 11Q: 3 clusters Score -824606 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -824775.125000 Penalty: 4474.113281
	Iteration 12Q: 3 clusters Score -824775.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -824924.812500 Penalty: 4474.113281
	Iteration 13Q: 3 clusters Score -824924.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -825060.062500 Penalty: 4474.113281
	Iteration 14Q: 3 clusters Score -825060.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -825202.125000 Penalty: 4474.113281
	Iteration 15Q: 3 clusters Score -825202.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -825309.062500 Penalty: 4474.113281
	Iteration 16Q: 3 clusters Score -825309.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -825390.812500 Penalty: 4474.113281
	Iteration 17Q: 3 clusters Score -825390.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -825461.812500 Penalty: 4474.113281
	Iteration 18Q: 3 clusters Score -825461.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -825519.562500 Penalty: 4474.113281
	Iteration 19Q: 3 clusters Score -825519.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -825567.250000 Penalty: 4474.113281
	Iteration 20F: 3 clusters Score -825567.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -825613.687500 Penalty: 4474.113281
	Iteration 21Q: 3 clusters Score -825613.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -825655.062500 Penalty: 4474.113281
	Iteration 22Q: 3 clusters Score -825655.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -825696.312500 Penalty: 4474.113281
	Iteration 23Q: 3 clusters Score -825696.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -825727.812500 Penalty: 4474.113281
	Iteration 24Q: 3 clusters Score -825727.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -825751.875000 Penalty: 4474.113281
	Iteration 25Q: 3 clusters Score -825751.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -825773.000000 Penalty: 4474.113281
	Iteration 26Q: 3 clusters Score -825773 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -825785.125000 Penalty: 4474.113281
	Iteration 27Q: 3 clusters Score -825785.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -825798.062500 Penalty: 4474.113281
	Iteration 28Q: 3 clusters Score -825798.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -825814.500000 Penalty: 4474.113281
	Iteration 29Q: 3 clusters Score -825814.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -825839.000000 Penalty: 4474.113281
	Iteration 30Q: 3 clusters Score -825839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -825854.125000 Penalty: 4474.113281
	Iteration 31Q: 3 clusters Score -825854.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -825868.562500 Penalty: 4474.113281
	Iteration 32Q: 3 clusters Score -825868.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -825874.625000 Penalty: 4474.113281
	Iteration 33Q: 3 clusters Score -825874.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -825878.125000 Penalty: 4474.113281
	Iteration 34Q: 3 clusters Score -825878.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -825881.875000 Penalty: 4474.113281
	Iteration 35Q: 3 clusters Score -825881.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -825884.187500 Penalty: 4474.113281
	Iteration 36Q: 3 clusters Score -825884.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -825884.187500 Penalty: 4474.113281
	Iteration 37F: 3 clusters Score -825884.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Entering Unmasked Estep 
Score: -6763576.000000 Penalty: 2754.118896
	Iteration 0F: 2 clusters Score -6763576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -6719119.500000 Penalty: 5508.237793
	Iteration 0F: 3 clusters Score -6719120 nChanged 31019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -6736374.500000 Penalty: 5508.237793
	Iteration 1F: 3 clusters Score -6736374 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -6737101.000000 Penalty: 5508.237793
	Iteration 2Q: 3 clusters Score -6737101 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -6738008.000000 Penalty: 5508.237793
	Iteration 3Q: 3 clusters Score -6738008 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -6739336.500000 Penalty: 5508.237793
	Iteration 4Q: 3 clusters Score -6739336 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -6741609.000000 Penalty: 5508.237793
	Iteration 5F: 3 clusters Score -6741609 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -6745115.000000 Penalty: 5508.237793
	Iteration 6F: 3 clusters Score -6745115 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -6749821.500000 Penalty: 5508.237793
	Iteration 7F: 3 clusters Score -6749822 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -6754920.500000 Penalty: 5508.237793
	Iteration 8F: 3 clusters Score -6754920 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -6758300.500000 Penalty: 5508.237793
	Iteration 9F: 3 clusters Score -6758300 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -6760031.500000 Penalty: 5508.237793
	Iteration 10Q: 3 clusters Score -6760032 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -6760738.500000 Penalty: 5508.237793
	Iteration 11Q: 3 clusters Score -6760738 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -6760973.500000 Penalty: 5508.237793
	Iteration 12Q: 3 clusters Score -6760974 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -6761091.500000 Penalty: 5508.237793
	Iteration 13Q: 3 clusters Score -6761092 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -6761163.500000 Penalty: 5508.237793
	Iteration 14Q: 3 clusters Score -6761164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -6761183.000000 Penalty: 5508.237793
	Iteration 15Q: 3 clusters Score -6761183 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 66099 members 
Entering Unmasked Estep 
Score: -6761225.500000 Penalty: 5508.237793
	Iteration 16Q: 3 clusters Score -6761226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -6761228.500000 Penalty: 5508.237793
	Iteration 17Q: 3 clusters Score -6761228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -6761238.500000 Penalty: 5508.237793
	Iteration 18Q: 3 clusters Score -6761238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -6761243.000000 Penalty: 5508.237793
	Iteration 19Q: 3 clusters Score -6761243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
Score: -6761250.000000 Penalty: 5508.237793
	Iteration 20F: 3 clusters Score -6761250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -6761260.500000 Penalty: 5508.237793
	Iteration 21Q: 3 clusters Score -6761260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
Score: -6761264.500000 Penalty: 5508.237793
	Iteration 22Q: 3 clusters Score -6761264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -6761277.500000 Penalty: 5508.237793
	Iteration 23Q: 3 clusters Score -6761278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 66110 members 
Entering Unmasked Estep 
Score: -6761277.500000 Penalty: 5508.237793
	Iteration 24Q: 3 clusters Score -6761278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 66111 members 
Entering Unmasked Estep 
Score: -6761275.500000 Penalty: 5508.237793
	Iteration 25Q: 3 clusters Score -6761276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
Score: -6761273.500000 Penalty: 5508.237793
	Iteration 26Q: 3 clusters Score -6761274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -6761277.000000 Penalty: 5508.237793
	Iteration 27Q: 3 clusters Score -6761277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -6761277.000000 Penalty: 5508.237793
	Iteration 28F: 3 clusters Score -6761277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Entering Unmasked Estep 
Score: -664634.875000 Penalty: 2219.345947
	Iteration 0F: 2 clusters Score -664634.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -658456.375000 Penalty: 4438.691895
	Iteration 0F: 3 clusters Score -658456.4 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -660629.875000 Penalty: 4438.691895
	Iteration 1F: 3 clusters Score -660629.9 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -661437.750000 Penalty: 4438.691895
	Iteration 2F: 3 clusters Score -661437.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -662044.187500 Penalty: 4438.691895
	Iteration 3F: 3 clusters Score -662044.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -662587.000000 Penalty: 4438.691895
	Iteration 4F: 3 clusters Score -662587 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -663130.062500 Penalty: 4438.691895
	Iteration 5F: 3 clusters Score -663130.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -663582.750000 Penalty: 4438.691895
	Iteration 6F: 3 clusters Score -663582.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -663874.000000 Penalty: 4438.691895
	Iteration 7Q: 3 clusters Score -663874 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -664060.125000 Penalty: 4438.691895
	Iteration 8Q: 3 clusters Score -664060.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -664176.062500 Penalty: 4438.691895
	Iteration 9Q: 3 clusters Score -664176.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -664241.187500 Penalty: 4438.691895
	Iteration 10Q: 3 clusters Score -664241.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -664293.562500 Penalty: 4438.691895
	Iteration 11Q: 3 clusters Score -664293.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -664330.562500 Penalty: 4438.691895
	Iteration 12Q: 3 clusters Score -664330.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -664353.812500 Penalty: 4438.691895
	Iteration 13Q: 3 clusters Score -664353.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -664367.000000 Penalty: 4438.691895
	Iteration 14Q: 3 clusters Score -664367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -664378.687500 Penalty: 4438.691895
	Iteration 15Q: 3 clusters Score -664378.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -664389.375000 Penalty: 4438.691895
	Iteration 16Q: 3 clusters Score -664389.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -664398.375000 Penalty: 4438.691895
	Iteration 17Q: 3 clusters Score -664398.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -664406.125000 Penalty: 4438.691895
	Iteration 18Q: 3 clusters Score -664406.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -664411.437500 Penalty: 4438.691895
	Iteration 19Q: 3 clusters Score -664411.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -664413.750000 Penalty: 4438.691895
	Iteration 20F: 3 clusters Score -664413.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -664417.312500 Penalty: 4438.691895
	Iteration 21Q: 3 clusters Score -664417.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -664419.562500 Penalty: 4438.691895
	Iteration 22Q: 3 clusters Score -664419.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -664424.875000 Penalty: 4438.691895
	Iteration 23Q: 3 clusters Score -664424.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -664428.437500 Penalty: 4438.691895
	Iteration 24Q: 3 clusters Score -664428.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -664436.750000 Penalty: 4438.691895
	Iteration 25Q: 3 clusters Score -664436.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -664439.000000 Penalty: 4438.691895
	Iteration 26Q: 3 clusters Score -664439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -664445.250000 Penalty: 4438.691895
	Iteration 27Q: 3 clusters Score -664445.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -664446.750000 Penalty: 4438.691895
	Iteration 28Q: 3 clusters Score -664446.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -664450.437500 Penalty: 4438.691895
	Iteration 29Q: 3 clusters Score -664450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -664451.875000 Penalty: 4438.691895
	Iteration 30Q: 3 clusters Score -664451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -664453.062500 Penalty: 4438.691895
	Iteration 31Q: 3 clusters Score -664453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -664452.625000 Penalty: 4438.691895
	Iteration 32Q: 3 clusters Score -664452.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -664452.875000 Penalty: 4438.691895
	Iteration 33Q: 3 clusters Score -664452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -664452.062500 Penalty: 4438.691895
	Iteration 34Q: 3 clusters Score -664452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -664451.625000 Penalty: 4438.691895
	Iteration 35Q: 3 clusters Score -664451.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -664452.062500 Penalty: 4438.691895
	Iteration 36Q: 3 clusters Score -664452.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -664452.250000 Penalty: 4438.691895
	Iteration 37Q: 3 clusters Score -664452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -664452.625000 Penalty: 4438.691895
	Iteration 38Q: 3 clusters Score -664452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -664453.812500 Penalty: 4438.691895
	Iteration 39Q: 3 clusters Score -664453.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -664455.750000 Penalty: 4438.691895
	Iteration 40F: 3 clusters Score -664455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -664456.937500 Penalty: 4438.691895
	Iteration 41Q: 3 clusters Score -664456.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -664460.125000 Penalty: 4438.691895
	Iteration 42Q: 3 clusters Score -664460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -664459.750000 Penalty: 4438.691895
	Iteration 43Q: 3 clusters Score -664459.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -664460.812500 Penalty: 4438.691895
	Iteration 44Q: 3 clusters Score -664460.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -664461.437500 Penalty: 4438.691895
	Iteration 45Q: 3 clusters Score -664461.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -664461.437500 Penalty: 4438.691895
	Iteration 46F: 3 clusters Score -664461.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Entering Unmasked Estep 
Score: -1684346.375000 Penalty: 2419.983887
	Iteration 0F: 2 clusters Score -1684346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1671994.625000 Penalty: 4839.967773
	Iteration 0F: 3 clusters Score -1671995 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1676487.375000 Penalty: 4839.967773
	Iteration 1F: 3 clusters Score -1676487 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1677315.000000 Penalty: 4839.967773
	Iteration 2F: 3 clusters Score -1677315 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1678019.375000 Penalty: 4839.967773
	Iteration 3F: 3 clusters Score -1678019 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1678583.375000 Penalty: 4839.967773
	Iteration 4F: 3 clusters Score -1678583 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1679109.625000 Penalty: 4839.967773
	Iteration 5F: 3 clusters Score -1679110 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1679599.250000 Penalty: 4839.967773
	Iteration 6F: 3 clusters Score -1679599 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1680022.625000 Penalty: 4839.967773
	Iteration 7Q: 3 clusters Score -1680023 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1680363.375000 Penalty: 4839.967773
	Iteration 8Q: 3 clusters Score -1680363 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1680696.000000 Penalty: 4839.967773
	Iteration 9Q: 3 clusters Score -1680696 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1680970.625000 Penalty: 4839.967773
	Iteration 10Q: 3 clusters Score -1680971 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1681207.375000 Penalty: 4839.967773
	Iteration 11Q: 3 clusters Score -1681207 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1681431.000000 Penalty: 4839.967773
	Iteration 12Q: 3 clusters Score -1681431 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1681636.750000 Penalty: 4839.967773
	Iteration 13Q: 3 clusters Score -1681637 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1681821.625000 Penalty: 4839.967773
	Iteration 14Q: 3 clusters Score -1681822 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1682042.625000 Penalty: 4839.967773
	Iteration 15Q: 3 clusters Score -1682043 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1682263.875000 Penalty: 4839.967773
	Iteration 16Q: 3 clusters Score -1682264 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1682479.250000 Penalty: 4839.967773
	Iteration 17Q: 3 clusters Score -1682479 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1682646.375000 Penalty: 4839.967773
	Iteration 18Q: 3 clusters Score -1682646 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1682782.250000 Penalty: 4839.967773
	Iteration 19Q: 3 clusters Score -1682782 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1682862.125000 Penalty: 4839.967773
	Iteration 20F: 3 clusters Score -1682862 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1682917.875000 Penalty: 4839.967773
	Iteration 21Q: 3 clusters Score -1682918 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1682962.375000 Penalty: 4839.967773
	Iteration 22Q: 3 clusters Score -1682962 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1682998.375000 Penalty: 4839.967773
	Iteration 23Q: 3 clusters Score -1682998 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1683023.875000 Penalty: 4839.967773
	Iteration 24Q: 3 clusters Score -1683024 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1683042.375000 Penalty: 4839.967773
	Iteration 25Q: 3 clusters Score -1683042 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1683061.625000 Penalty: 4839.967773
	Iteration 26Q: 3 clusters Score -1683062 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1683076.625000 Penalty: 4839.967773
	Iteration 27Q: 3 clusters Score -1683077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1683092.000000 Penalty: 4839.967773
	Iteration 28Q: 3 clusters Score -1683092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1683096.875000 Penalty: 4839.967773
	Iteration 29Q: 3 clusters Score -1683097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1683097.000000 Penalty: 4839.967773
	Iteration 30Q: 3 clusters Score -1683097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1683104.500000 Penalty: 4839.967773
	Iteration 31Q: 3 clusters Score -1683104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1683105.625000 Penalty: 4839.967773
	Iteration 32Q: 3 clusters Score -1683106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1683106.500000 Penalty: 4839.967773
	Iteration 33Q: 3 clusters Score -1683106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1683112.125000 Penalty: 4839.967773
	Iteration 34Q: 3 clusters Score -1683112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1683115.000000 Penalty: 4839.967773
	Iteration 35Q: 3 clusters Score -1683115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1683115.500000 Penalty: 4839.967773
	Iteration 36Q: 3 clusters Score -1683116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1683117.375000 Penalty: 4839.967773
	Iteration 37Q: 3 clusters Score -1683117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1683122.750000 Penalty: 4839.967773
	Iteration 38Q: 3 clusters Score -1683123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1683121.875000 Penalty: 4839.967773
	Iteration 39Q: 3 clusters Score -1683122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1683123.750000 Penalty: 4839.967773
	Iteration 40F: 3 clusters Score -1683124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1683125.125000 Penalty: 4839.967773
	Iteration 41Q: 3 clusters Score -1683125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1683124.500000 Penalty: 4839.967773
	Iteration 42Q: 3 clusters Score -1683124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1683126.000000 Penalty: 4839.967773
	Iteration 43Q: 3 clusters Score -1683126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1683122.500000 Penalty: 4839.967773
	Iteration 44Q: 3 clusters Score -1683122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1683121.000000 Penalty: 4839.967773
	Iteration 45Q: 3 clusters Score -1683121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1683124.125000 Penalty: 4839.967773
	Iteration 46Q: 3 clusters Score -1683124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1683124.500000 Penalty: 4839.967773
	Iteration 47Q: 3 clusters Score -1683124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1683118.750000 Penalty: 4839.967773
	Iteration 48Q: 3 clusters Score -1683119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1683116.625000 Penalty: 4839.967773
	Iteration 49Q: 3 clusters Score -1683117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1683123.250000 Penalty: 4839.967773
	Iteration 50Q: 3 clusters Score -1683123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1683126.000000 Penalty: 4839.967773
	Iteration 51Q: 3 clusters Score -1683126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1683124.000000 Penalty: 4839.967773
	Iteration 52Q: 3 clusters Score -1683124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1683127.125000 Penalty: 4839.967773
	Iteration 53Q: 3 clusters Score -1683127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1683128.000000 Penalty: 4839.967773
	Iteration 54Q: 3 clusters Score -1683128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1683125.500000 Penalty: 4839.967773
	Iteration 55Q: 3 clusters Score -1683126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1683127.125000 Penalty: 4839.967773
	Iteration 56Q: 3 clusters Score -1683127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1683128.625000 Penalty: 4839.967773
	Iteration 57Q: 3 clusters Score -1683129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1683128.625000 Penalty: 4839.967773
	Iteration 58F: 3 clusters Score -1683129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Entering Unmasked Estep 
Score: -4137750.250000 Penalty: 2639.420898
	Iteration 0F: 2 clusters Score -4137750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -4109323.500000 Penalty: 5278.841797
	Iteration 0F: 3 clusters Score -4109324 nChanged 19220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -4120070.250000 Penalty: 5278.841797
	Iteration 1F: 3 clusters Score -4120070 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -4120784.250000 Penalty: 5278.841797
	Iteration 2Q: 3 clusters Score -4120784 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -4121707.000000 Penalty: 5278.841797
	Iteration 3Q: 3 clusters Score -4121707 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -4122964.250000 Penalty: 5278.841797
	Iteration 4F: 3 clusters Score -4122964 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -4124692.750000 Penalty: 5278.841797
	Iteration 5F: 3 clusters Score -4124693 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4127060.750000 Penalty: 5278.841797
	Iteration 6F: 3 clusters Score -4127061 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4129737.750000 Penalty: 5278.841797
	Iteration 7F: 3 clusters Score -4129738 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -4132040.000000 Penalty: 5278.841797
	Iteration 8F: 3 clusters Score -4132040 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -4133622.250000 Penalty: 5278.841797
	Iteration 9Q: 3 clusters Score -4133622 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -4134529.750000 Penalty: 5278.841797
	Iteration 10Q: 3 clusters Score -4134530 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -4135014.250000 Penalty: 5278.841797
	Iteration 11Q: 3 clusters Score -4135014 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -4135260.750000 Penalty: 5278.841797
	Iteration 12Q: 3 clusters Score -4135261 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -4135401.250000 Penalty: 5278.841797
	Iteration 13Q: 3 clusters Score -4135401 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4135494.000000 Penalty: 5278.841797
	Iteration 14Q: 3 clusters Score -4135494 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -4135557.750000 Penalty: 5278.841797
	Iteration 15Q: 3 clusters Score -4135558 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -4135624.750000 Penalty: 5278.841797
	Iteration 16Q: 3 clusters Score -4135625 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -4135668.750000 Penalty: 5278.841797
	Iteration 17Q: 3 clusters Score -4135669 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -4135696.750000 Penalty: 5278.841797
	Iteration 18Q: 3 clusters Score -4135697 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -4135725.250000 Penalty: 5278.841797
	Iteration 19Q: 3 clusters Score -4135725 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -4135745.500000 Penalty: 5278.841797
	Iteration 20F: 3 clusters Score -4135746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -4135764.000000 Penalty: 5278.841797
	Iteration 21Q: 3 clusters Score -4135764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -4135776.500000 Penalty: 5278.841797
	Iteration 22Q: 3 clusters Score -4135776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -4135783.500000 Penalty: 5278.841797
	Iteration 23Q: 3 clusters Score -4135784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -4135790.500000 Penalty: 5278.841797
	Iteration 24Q: 3 clusters Score -4135790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -4135805.500000 Penalty: 5278.841797
	Iteration 25Q: 3 clusters Score -4135806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -4135810.000000 Penalty: 5278.841797
	Iteration 26Q: 3 clusters Score -4135810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -4135815.000000 Penalty: 5278.841797
	Iteration 27Q: 3 clusters Score -4135815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -4135824.750000 Penalty: 5278.841797
	Iteration 28Q: 3 clusters Score -4135825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -4135828.250000 Penalty: 5278.841797
	Iteration 29Q: 3 clusters Score -4135828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -4135830.250000 Penalty: 5278.841797
	Iteration 30Q: 3 clusters Score -4135830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -4135839.250000 Penalty: 5278.841797
	Iteration 31Q: 3 clusters Score -4135839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -4135838.500000 Penalty: 5278.841797
	Iteration 32Q: 3 clusters Score -4135838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -4135835.000000 Penalty: 5278.841797
	Iteration 33Q: 3 clusters Score -4135835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -4135836.500000 Penalty: 5278.841797
	Iteration 34Q: 3 clusters Score -4135836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -4135843.250000 Penalty: 5278.841797
	Iteration 35Q: 3 clusters Score -4135843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -4135839.750000 Penalty: 5278.841797
	Iteration 36Q: 3 clusters Score -4135840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -4135842.000000 Penalty: 5278.841797
	Iteration 37Q: 3 clusters Score -4135842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -4135845.000000 Penalty: 5278.841797
	Iteration 38Q: 3 clusters Score -4135845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -4135842.500000 Penalty: 5278.841797
	Iteration 39Q: 3 clusters Score -4135842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -4135840.000000 Penalty: 5278.841797
	Iteration 40F: 3 clusters Score -4135840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Entering Unmasked Estep 
Score: -1477950.625000 Penalty: 2385.413330
	Iteration 0F: 2 clusters Score -1477951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1467103.750000 Penalty: 4770.826660
	Iteration 0F: 3 clusters Score -1467104 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1470502.375000 Penalty: 4770.826660
	Iteration 1F: 3 clusters Score -1470502 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1470860.875000 Penalty: 4770.826660
	Iteration 2F: 3 clusters Score -1470861 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1471136.875000 Penalty: 4770.826660
	Iteration 3Q: 3 clusters Score -1471137 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1471419.500000 Penalty: 4770.826660
	Iteration 4Q: 3 clusters Score -1471420 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1471656.375000 Penalty: 4770.826660
	Iteration 5Q: 3 clusters Score -1471656 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1471916.500000 Penalty: 4770.826660
	Iteration 6Q: 3 clusters Score -1471916 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1472194.750000 Penalty: 4770.826660
	Iteration 7Q: 3 clusters Score -1472195 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1472526.625000 Penalty: 4770.826660
	Iteration 8Q: 3 clusters Score -1472527 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1472947.375000 Penalty: 4770.826660
	Iteration 9Q: 3 clusters Score -1472947 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1473482.625000 Penalty: 4770.826660
	Iteration 10F: 3 clusters Score -1473483 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1474063.625000 Penalty: 4770.826660
	Iteration 11F: 3 clusters Score -1474064 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1474714.000000 Penalty: 4770.826660
	Iteration 12F: 3 clusters Score -1474714 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1475346.750000 Penalty: 4770.826660
	Iteration 13F: 3 clusters Score -1475347 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1475829.250000 Penalty: 4770.826660
	Iteration 14Q: 3 clusters Score -1475829 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1476128.125000 Penalty: 4770.826660
	Iteration 15Q: 3 clusters Score -1476128 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1476285.625000 Penalty: 4770.826660
	Iteration 16Q: 3 clusters Score -1476286 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1476397.750000 Penalty: 4770.826660
	Iteration 17Q: 3 clusters Score -1476398 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1476475.500000 Penalty: 4770.826660
	Iteration 18Q: 3 clusters Score -1476476 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1476514.375000 Penalty: 4770.826660
	Iteration 19Q: 3 clusters Score -1476514 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1476549.250000 Penalty: 4770.826660
	Iteration 20F: 3 clusters Score -1476549 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1476568.875000 Penalty: 4770.826660
	Iteration 21Q: 3 clusters Score -1476569 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1476594.375000 Penalty: 4770.826660
	Iteration 22Q: 3 clusters Score -1476594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1476608.125000 Penalty: 4770.826660
	Iteration 23Q: 3 clusters Score -1476608 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1476630.125000 Penalty: 4770.826660
	Iteration 24Q: 3 clusters Score -1476630 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1476642.125000 Penalty: 4770.826660
	Iteration 25Q: 3 clusters Score -1476642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1476655.125000 Penalty: 4770.826660
	Iteration 26Q: 3 clusters Score -1476655 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1476666.125000 Penalty: 4770.826660
	Iteration 27Q: 3 clusters Score -1476666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1476670.125000 Penalty: 4770.826660
	Iteration 28Q: 3 clusters Score -1476670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1476666.875000 Penalty: 4770.826660
	Iteration 29Q: 3 clusters Score -1476667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1476667.875000 Penalty: 4770.826660
	Iteration 30Q: 3 clusters Score -1476668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1476670.875000 Penalty: 4770.826660
	Iteration 31Q: 3 clusters Score -1476671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1476673.000000 Penalty: 4770.826660
	Iteration 32Q: 3 clusters Score -1476673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1476672.750000 Penalty: 4770.826660
	Iteration 33Q: 3 clusters Score -1476673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1476678.000000 Penalty: 4770.826660
	Iteration 34Q: 3 clusters Score -1476678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1476680.000000 Penalty: 4770.826660
	Iteration 35Q: 3 clusters Score -1476680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1476680.625000 Penalty: 4770.826660
	Iteration 36Q: 3 clusters Score -1476681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1476684.250000 Penalty: 4770.826660
	Iteration 37Q: 3 clusters Score -1476684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1476686.000000 Penalty: 4770.826660
	Iteration 38Q: 3 clusters Score -1476686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1476686.250000 Penalty: 4770.826660
	Iteration 39Q: 3 clusters Score -1476686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1476687.250000 Penalty: 4770.826660
	Iteration 40F: 3 clusters Score -1476687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1476688.125000 Penalty: 4770.826660
	Iteration 41Q: 3 clusters Score -1476688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1476688.250000 Penalty: 4770.826660
	Iteration 42Q: 3 clusters Score -1476688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1476683.750000 Penalty: 4770.826660
	Iteration 43Q: 3 clusters Score -1476684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1476687.750000 Penalty: 4770.826660
	Iteration 44Q: 3 clusters Score -1476688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1476686.750000 Penalty: 4770.826660
	Iteration 45Q: 3 clusters Score -1476687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1476686.125000 Penalty: 4770.826660
	Iteration 46Q: 3 clusters Score -1476686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1476686.125000 Penalty: 4770.826660
	Iteration 47F: 3 clusters Score -1476686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Entering Unmasked Estep 
Score: -2920589.500000 Penalty: 2554.294922
	Iteration 0F: 2 clusters Score -2920590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2900410.250000 Penalty: 5108.589844
	Iteration 0F: 3 clusters Score -2900410 nChanged 13295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2907653.500000 Penalty: 5108.589844
	Iteration 1F: 3 clusters Score -2907654 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2908279.250000 Penalty: 5108.589844
	Iteration 2F: 3 clusters Score -2908279 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2908990.750000 Penalty: 5108.589844
	Iteration 3Q: 3 clusters Score -2908991 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2909906.250000 Penalty: 5108.589844
	Iteration 4F: 3 clusters Score -2909906 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2911201.000000 Penalty: 5108.589844
	Iteration 5F: 3 clusters Score -2911201 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2912871.500000 Penalty: 5108.589844
	Iteration 6F: 3 clusters Score -2912872 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2915054.000000 Penalty: 5108.589844
	Iteration 7F: 3 clusters Score -2915054 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2917194.000000 Penalty: 5108.589844
	Iteration 8F: 3 clusters Score -2917194 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2918676.500000 Penalty: 5108.589844
	Iteration 9F: 3 clusters Score -2918676 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2919345.500000 Penalty: 5108.589844
	Iteration 10Q: 3 clusters Score -2919346 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -2919629.250000 Penalty: 5108.589844
	Iteration 11Q: 3 clusters Score -2919629 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2919740.750000 Penalty: 5108.589844
	Iteration 12Q: 3 clusters Score -2919741 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2919801.750000 Penalty: 5108.589844
	Iteration 13Q: 3 clusters Score -2919802 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2919859.500000 Penalty: 5108.589844
	Iteration 14Q: 3 clusters Score -2919860 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -2919886.750000 Penalty: 5108.589844
	Iteration 15Q: 3 clusters Score -2919887 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2919913.750000 Penalty: 5108.589844
	Iteration 16Q: 3 clusters Score -2919914 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2919915.250000 Penalty: 5108.589844
	Iteration 17Q: 3 clusters Score -2919915 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2919936.250000 Penalty: 5108.589844
	Iteration 18Q: 3 clusters Score -2919936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2919958.000000 Penalty: 5108.589844
	Iteration 19Q: 3 clusters Score -2919958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2919975.000000 Penalty: 5108.589844
	Iteration 20F: 3 clusters Score -2919975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -2919977.500000 Penalty: 5108.589844
	Iteration 21Q: 3 clusters Score -2919978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2919986.250000 Penalty: 5108.589844
	Iteration 22Q: 3 clusters Score -2919986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -2919996.250000 Penalty: 5108.589844
	Iteration 23Q: 3 clusters Score -2919996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2919995.000000 Penalty: 5108.589844
	Iteration 24Q: 3 clusters Score -2919995 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2919992.750000 Penalty: 5108.589844
	Iteration 25Q: 3 clusters Score -2919993 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2920005.000000 Penalty: 5108.589844
	Iteration 26Q: 3 clusters Score -2920005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -2920010.750000 Penalty: 5108.589844
	Iteration 27Q: 3 clusters Score -2920011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -2920014.250000 Penalty: 5108.589844
	Iteration 28Q: 3 clusters Score -2920014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -2920015.250000 Penalty: 5108.589844
	Iteration 29Q: 3 clusters Score -2920015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -2920019.500000 Penalty: 5108.589844
	Iteration 30Q: 3 clusters Score -2920020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -2920025.750000 Penalty: 5108.589844
	Iteration 31Q: 3 clusters Score -2920026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -2920033.000000 Penalty: 5108.589844
	Iteration 32Q: 3 clusters Score -2920033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2920039.500000 Penalty: 5108.589844
	Iteration 33Q: 3 clusters Score -2920040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2920037.750000 Penalty: 5108.589844
	Iteration 34Q: 3 clusters Score -2920038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -2920044.250000 Penalty: 5108.589844
	Iteration 35Q: 3 clusters Score -2920044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -2920043.000000 Penalty: 5108.589844
	Iteration 36Q: 3 clusters Score -2920043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -2920040.750000 Penalty: 5108.589844
	Iteration 37Q: 3 clusters Score -2920041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2920048.500000 Penalty: 5108.589844
	Iteration 38Q: 3 clusters Score -2920048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2920055.500000 Penalty: 5108.589844
	Iteration 39Q: 3 clusters Score -2920056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -2920062.750000 Penalty: 5108.589844
	Iteration 40F: 3 clusters Score -2920063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2920068.750000 Penalty: 5108.589844
	Iteration 41Q: 3 clusters Score -2920069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2920067.750000 Penalty: 5108.589844
	Iteration 42Q: 3 clusters Score -2920068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -2920069.750000 Penalty: 5108.589844
	Iteration 43Q: 3 clusters Score -2920070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2920066.750000 Penalty: 5108.589844
	Iteration 44Q: 3 clusters Score -2920067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -2920072.000000 Penalty: 5108.589844
	Iteration 45Q: 3 clusters Score -2920072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -2920068.000000 Penalty: 5108.589844
	Iteration 46Q: 3 clusters Score -2920068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -2920074.750000 Penalty: 5108.589844
	Iteration 47Q: 3 clusters Score -2920075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -2920078.000000 Penalty: 5108.589844
	Iteration 48Q: 3 clusters Score -2920078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -2920081.250000 Penalty: 5108.589844
	Iteration 49Q: 3 clusters Score -2920081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2920083.000000 Penalty: 5108.589844
	Iteration 50Q: 3 clusters Score -2920083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -2920086.500000 Penalty: 5108.589844
	Iteration 51Q: 3 clusters Score -2920086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2920083.750000 Penalty: 5108.589844
	Iteration 52Q: 3 clusters Score -2920084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -2920076.000000 Penalty: 5108.589844
	Iteration 53Q: 3 clusters Score -2920076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2920076.250000 Penalty: 5108.589844
	Iteration 54Q: 3 clusters Score -2920076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2920078.000000 Penalty: 5108.589844
	Iteration 55Q: 3 clusters Score -2920078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2920081.000000 Penalty: 5108.589844
	Iteration 56Q: 3 clusters Score -2920081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2920082.250000 Penalty: 5108.589844
	Iteration 57Q: 3 clusters Score -2920082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -2920086.250000 Penalty: 5108.589844
	Iteration 58Q: 3 clusters Score -2920086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2920087.250000 Penalty: 5108.589844
	Iteration 59Q: 3 clusters Score -2920087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -2920084.500000 Penalty: 5108.589844
	Iteration 60F: 3 clusters Score -2920084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -2920085.500000 Penalty: 5108.589844
	Iteration 61Q: 3 clusters Score -2920086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -2920087.000000 Penalty: 5108.589844
	Iteration 62Q: 3 clusters Score -2920087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -2920088.500000 Penalty: 5108.589844
	Iteration 63Q: 3 clusters Score -2920088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -2920084.500000 Penalty: 5108.589844
	Iteration 64Q: 3 clusters Score -2920084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -2920087.250000 Penalty: 5108.589844
	Iteration 65Q: 3 clusters Score -2920087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2920087.000000 Penalty: 5108.589844
	Iteration 66Q: 3 clusters Score -2920087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -2920089.000000 Penalty: 5108.589844
	Iteration 67Q: 3 clusters Score -2920089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -2920085.500000 Penalty: 5108.589844
	Iteration 68Q: 3 clusters Score -2920086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -2920089.250000 Penalty: 5108.589844
	Iteration 69Q: 3 clusters Score -2920089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2920089.000000 Penalty: 5108.589844
	Iteration 70Q: 3 clusters Score -2920089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2920093.250000 Penalty: 5108.589844
	Iteration 71Q: 3 clusters Score -2920093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2920093.250000 Penalty: 5108.589844
	Iteration 72F: 3 clusters Score -2920093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74600 members 
Entering Unmasked Estep 
Score: -7478953.000000 Penalty: 2782.533936
	Iteration 0F: 2 clusters Score -7478953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -7429017.000000 Penalty: 5565.067871
	Iteration 0F: 3 clusters Score -7429017 nChanged 35039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -7448924.000000 Penalty: 5565.067871
	Iteration 1F: 3 clusters Score -7448924 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -7449993.500000 Penalty: 5565.067871
	Iteration 2Q: 3 clusters Score -7449994 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -7451727.000000 Penalty: 5565.067871
	Iteration 3Q: 3 clusters Score -7451727 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -7454875.000000 Penalty: 5565.067871
	Iteration 4F: 3 clusters Score -7454875 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -7459514.000000 Penalty: 5565.067871
	Iteration 5F: 3 clusters Score -7459514 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -7465399.500000 Penalty: 5565.067871
	Iteration 6F: 3 clusters Score -7465400 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -7470399.000000 Penalty: 5565.067871
	Iteration 7F: 3 clusters Score -7470399 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -7473504.000000 Penalty: 5565.067871
	Iteration 8Q: 3 clusters Score -7473504 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -7475310.500000 Penalty: 5565.067871
	Iteration 9Q: 3 clusters Score -7475310 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -7476334.000000 Penalty: 5565.067871
	Iteration 10Q: 3 clusters Score -7476334 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -7476895.500000 Penalty: 5565.067871
	Iteration 11Q: 3 clusters Score -7476896 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -7477145.000000 Penalty: 5565.067871
	Iteration 12Q: 3 clusters Score -7477145 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -7477326.500000 Penalty: 5565.067871
	Iteration 13Q: 3 clusters Score -7477326 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 68057 members 
Entering Unmasked Estep 
Score: -7477460.500000 Penalty: 5565.067871
	Iteration 14Q: 3 clusters Score -7477460 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -7477497.000000 Penalty: 5565.067871
	Iteration 15Q: 3 clusters Score -7477497 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -7477538.000000 Penalty: 5565.067871
	Iteration 16Q: 3 clusters Score -7477538 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -7477553.000000 Penalty: 5565.067871
	Iteration 17Q: 3 clusters Score -7477553 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -7477562.500000 Penalty: 5565.067871
	Iteration 18Q: 3 clusters Score -7477562 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -7477597.000000 Penalty: 5565.067871
	Iteration 19Q: 3 clusters Score -7477597 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
Score: -7477623.000000 Penalty: 5565.067871
	Iteration 20F: 3 clusters Score -7477623 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -7477621.000000 Penalty: 5565.067871
	Iteration 21Q: 3 clusters Score -7477621 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -7477626.500000 Penalty: 5565.067871
	Iteration 22Q: 3 clusters Score -7477626 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -7477660.000000 Penalty: 5565.067871
	Iteration 23Q: 3 clusters Score -7477660 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 69422 members 
Entering Unmasked Estep 
Score: -7477677.000000 Penalty: 5565.067871
	Iteration 24Q: 3 clusters Score -7477677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -7477694.000000 Penalty: 5565.067871
	Iteration 25Q: 3 clusters Score -7477694 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -7477699.000000 Penalty: 5565.067871
	Iteration 26Q: 3 clusters Score -7477699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 69635 members 
Entering Unmasked Estep 
Score: -7477702.500000 Penalty: 5565.067871
	Iteration 27Q: 3 clusters Score -7477702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -7477709.500000 Penalty: 5565.067871
	Iteration 28Q: 3 clusters Score -7477710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -7477712.000000 Penalty: 5565.067871
	Iteration 29Q: 3 clusters Score -7477712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -7477726.000000 Penalty: 5565.067871
	Iteration 30Q: 3 clusters Score -7477726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -7477749.500000 Penalty: 5565.067871
	Iteration 31Q: 3 clusters Score -7477750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 69857 members 
Entering Unmasked Estep 
Score: -7477733.500000 Penalty: 5565.067871
	Iteration 32Q: 3 clusters Score -7477734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -7477716.500000 Penalty: 5565.067871
	Iteration 33Q: 3 clusters Score -7477716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -7477721.000000 Penalty: 5565.067871
	Iteration 34Q: 3 clusters Score -7477721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -7477726.000000 Penalty: 5565.067871
	Iteration 35Q: 3 clusters Score -7477726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -7477717.500000 Penalty: 5565.067871
	Iteration 36Q: 3 clusters Score -7477718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -7477738.000000 Penalty: 5565.067871
	Iteration 37Q: 3 clusters Score -7477738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
Score: -7477727.500000 Penalty: 5565.067871
	Iteration 38Q: 3 clusters Score -7477728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -7477724.000000 Penalty: 5565.067871
	Iteration 39Q: 3 clusters Score -7477724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -7477729.000000 Penalty: 5565.067871
	Iteration 40F: 3 clusters Score -7477729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 70225 members 
Entering Unmasked Estep 
Score: -7477735.500000 Penalty: 5565.067871
	Iteration 41Q: 3 clusters Score -7477736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -7477735.500000 Penalty: 5565.067871
	Iteration 42Q: 3 clusters Score -7477736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -7477739.500000 Penalty: 5565.067871
	Iteration 43Q: 3 clusters Score -7477740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
Score: -7477743.000000 Penalty: 5565.067871
	Iteration 44Q: 3 clusters Score -7477743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -7477751.000000 Penalty: 5565.067871
	Iteration 45Q: 3 clusters Score -7477751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
Score: -7477745.000000 Penalty: 5565.067871
	Iteration 46Q: 3 clusters Score -7477745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
Score: -7477754.500000 Penalty: 5565.067871
	Iteration 47Q: 3 clusters Score -7477754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 70325 members 
Entering Unmasked Estep 
Score: -7477756.500000 Penalty: 5565.067871
	Iteration 48Q: 3 clusters Score -7477756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 70332 members 
Entering Unmasked Estep 
Score: -7477759.500000 Penalty: 5565.067871
	Iteration 49Q: 3 clusters Score -7477760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -7477761.500000 Penalty: 5565.067871
	Iteration 50Q: 3 clusters Score -7477762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 70345 members 
Entering Unmasked Estep 
Score: -7477761.000000 Penalty: 5565.067871
	Iteration 51Q: 3 clusters Score -7477761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 70350 members 
Entering Unmasked Estep 
Score: -7477766.000000 Penalty: 5565.067871
	Iteration 52Q: 3 clusters Score -7477766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 70355 members 
Entering Unmasked Estep 
Score: -7477760.500000 Penalty: 5565.067871
	Iteration 53Q: 3 clusters Score -7477760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -7477755.000000 Penalty: 5565.067871
	Iteration 54Q: 3 clusters Score -7477755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -7477767.000000 Penalty: 5565.067871
	Iteration 55Q: 3 clusters Score -7477767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -7477766.000000 Penalty: 5565.067871
	Iteration 56Q: 3 clusters Score -7477766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -7477768.000000 Penalty: 5565.067871
	Iteration 57Q: 3 clusters Score -7477768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
Score: -7477755.000000 Penalty: 5565.067871
	Iteration 58Q: 3 clusters Score -7477755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 70374 members 
Entering Unmasked Estep 
Score: -7477760.000000 Penalty: 5565.067871
	Iteration 59Q: 3 clusters Score -7477760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 70376 members 
Entering Unmasked Estep 
Score: -7477753.500000 Penalty: 5565.067871
	Iteration 60F: 3 clusters Score -7477754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -7477756.500000 Penalty: 5565.067871
	Iteration 61Q: 3 clusters Score -7477756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
Score: -7477759.000000 Penalty: 5565.067871
	Iteration 62Q: 3 clusters Score -7477759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -7477763.500000 Penalty: 5565.067871
	Iteration 63Q: 3 clusters Score -7477764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 70385 members 
Entering Unmasked Estep 
Score: -7477770.500000 Penalty: 5565.067871
	Iteration 64Q: 3 clusters Score -7477770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 70389 members 
Entering Unmasked Estep 
Score: -7477778.500000 Penalty: 5565.067871
	Iteration 65Q: 3 clusters Score -7477778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 70389 members 
Entering Unmasked Estep 
Score: -7477778.500000 Penalty: 5565.067871
	Iteration 66F: 3 clusters Score -7477778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Entering Unmasked Estep 
Score: -4286192.500000 Penalty: 2641.636963
	Iteration 0F: 2 clusters Score -4286192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4257555.000000 Penalty: 5283.273926
	Iteration 0F: 3 clusters Score -4257555 nChanged 19401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4268265.000000 Penalty: 5283.273926
	Iteration 1F: 3 clusters Score -4268265 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -4268870.000000 Penalty: 5283.273926
	Iteration 2Q: 3 clusters Score -4268870 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -4269562.500000 Penalty: 5283.273926
	Iteration 3Q: 3 clusters Score -4269562 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -4270430.000000 Penalty: 5283.273926
	Iteration 4Q: 3 clusters Score -4270430 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -4271774.500000 Penalty: 5283.273926
	Iteration 5F: 3 clusters Score -4271774 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -4273696.500000 Penalty: 5283.273926
	Iteration 6F: 3 clusters Score -4273696 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -4276319.500000 Penalty: 5283.273926
	Iteration 7F: 3 clusters Score -4276320 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -4279165.000000 Penalty: 5283.273926
	Iteration 8F: 3 clusters Score -4279165 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4281336.500000 Penalty: 5283.273926
	Iteration 9F: 3 clusters Score -4281336 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4282596.500000 Penalty: 5283.273926
	Iteration 10Q: 3 clusters Score -4282596 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4283249.000000 Penalty: 5283.273926
	Iteration 11Q: 3 clusters Score -4283249 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4283539.500000 Penalty: 5283.273926
	Iteration 12Q: 3 clusters Score -4283540 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4283669.500000 Penalty: 5283.273926
	Iteration 13Q: 3 clusters Score -4283670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4283742.500000 Penalty: 5283.273926
	Iteration 14Q: 3 clusters Score -4283742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4283780.500000 Penalty: 5283.273926
	Iteration 15Q: 3 clusters Score -4283780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4283805.000000 Penalty: 5283.273926
	Iteration 16Q: 3 clusters Score -4283805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4283825.500000 Penalty: 5283.273926
	Iteration 17Q: 3 clusters Score -4283826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4283838.000000 Penalty: 5283.273926
	Iteration 18Q: 3 clusters Score -4283838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4283848.500000 Penalty: 5283.273926
	Iteration 19Q: 3 clusters Score -4283848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4283863.000000 Penalty: 5283.273926
	Iteration 20F: 3 clusters Score -4283863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4283875.500000 Penalty: 5283.273926
	Iteration 21Q: 3 clusters Score -4283876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4283882.000000 Penalty: 5283.273926
	Iteration 22Q: 3 clusters Score -4283882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4283886.500000 Penalty: 5283.273926
	Iteration 23Q: 3 clusters Score -4283886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4283893.500000 Penalty: 5283.273926
	Iteration 24Q: 3 clusters Score -4283894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4283905.000000 Penalty: 5283.273926
	Iteration 25Q: 3 clusters Score -4283905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4283912.000000 Penalty: 5283.273926
	Iteration 26Q: 3 clusters Score -4283912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4283913.500000 Penalty: 5283.273926
	Iteration 27Q: 3 clusters Score -4283914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4283914.500000 Penalty: 5283.273926
	Iteration 28Q: 3 clusters Score -4283914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4283918.000000 Penalty: 5283.273926
	Iteration 29Q: 3 clusters Score -4283918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4283917.000000 Penalty: 5283.273926
	Iteration 30Q: 3 clusters Score -4283917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4283917.000000 Penalty: 5283.273926
	Iteration 31Q: 3 clusters Score -4283917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4283917.000000 Penalty: 5283.273926
	Iteration 32F: 3 clusters Score -4283917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (193839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193839 members 
Entering Unmasked Estep 
Score: -19563028.000000 Penalty: 3019.346191
	Iteration 0F: 2 clusters Score -1.956303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97210 members 
Mstep: Class 2 contains 96629 members 
Entering Unmasked Estep 
Score: -19433338.000000 Penalty: 6038.692383
	Iteration 0F: 3 clusters Score -1.943334e+07 nChanged 93147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99433 members 
Mstep: Class 2 contains 94406 members 
Entering Unmasked Estep 
Score: -19487874.000000 Penalty: 6038.692383
	Iteration 1F: 3 clusters Score -1.948787e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -19488916.000000 Penalty: 6038.692383
	Iteration 2Q: 3 clusters Score -1.948892e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104275 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -19490096.000000 Penalty: 6038.692383
	Iteration 3Q: 3 clusters Score -1.94901e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108913 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -19492102.000000 Penalty: 6038.692383
	Iteration 4Q: 3 clusters Score -1.94921e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115911 members 
Mstep: Class 2 contains 77928 members 
Entering Unmasked Estep 
Score: -19495408.000000 Penalty: 6038.692383
	Iteration 5Q: 3 clusters Score -1.949541e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125933 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -19501096.000000 Penalty: 6038.692383
	Iteration 6F: 3 clusters Score -1.95011e+07 nChanged 13744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139531 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -19510914.000000 Penalty: 6038.692383
	Iteration 7F: 3 clusters Score -1.951091e+07 nChanged 16047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155556 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -19524626.000000 Penalty: 6038.692383
	Iteration 8F: 3 clusters Score -1.952463e+07 nChanged 15586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171132 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -19539254.000000 Penalty: 6038.692383
	Iteration 9F: 3 clusters Score -1.953925e+07 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182639 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -19550342.000000 Penalty: 6038.692383
	Iteration 10F: 3 clusters Score -1.955034e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189076 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -19556220.000000 Penalty: 6038.692383
	Iteration 11Q: 3 clusters Score -1.955622e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191850 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -19558690.000000 Penalty: 6038.692383
	Iteration 12Q: 3 clusters Score -1.955869e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192840 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -19559592.000000 Penalty: 6038.692383
	Iteration 13Q: 3 clusters Score -1.955959e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193188 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -19559954.000000 Penalty: 6038.692383
	Iteration 14Q: 3 clusters Score -1.955995e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193330 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -19560166.000000 Penalty: 6038.692383
	Iteration 15Q: 3 clusters Score -1.956017e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193402 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -19560248.000000 Penalty: 6038.692383
	Iteration 16Q: 3 clusters Score -1.956025e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193427 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -19560294.000000 Penalty: 6038.692383
	Iteration 17Q: 3 clusters Score -1.956029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193433 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -19560306.000000 Penalty: 6038.692383
	Iteration 18Q: 3 clusters Score -1.956031e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193443 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -19560328.000000 Penalty: 6038.692383
	Iteration 19Q: 3 clusters Score -1.956033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193450 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -19560344.000000 Penalty: 6038.692383
	Iteration 20F: 3 clusters Score -1.956034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193454 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -19560350.000000 Penalty: 6038.692383
	Iteration 21Q: 3 clusters Score -1.956035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193458 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -19560354.000000 Penalty: 6038.692383
	Iteration 22Q: 3 clusters Score -1.956035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193458 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -19560354.000000 Penalty: 6038.692383
	Iteration 23Q: 3 clusters Score -1.956035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193459 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -19560366.000000 Penalty: 6038.692383
	Iteration 24Q: 3 clusters Score -1.956037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193459 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -19560364.000000 Penalty: 6038.692383
	Iteration 25Q: 3 clusters Score -1.956036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193457 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -19560354.000000 Penalty: 6038.692383
	Iteration 26Q: 3 clusters Score -1.956035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193455 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -19560370.000000 Penalty: 6038.692383
	Iteration 27Q: 3 clusters Score -1.956037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193453 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -19560374.000000 Penalty: 6038.692383
	Iteration 28Q: 3 clusters Score -1.956037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193456 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -19560380.000000 Penalty: 6038.692383
	Iteration 29Q: 3 clusters Score -1.956038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193457 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -19560384.000000 Penalty: 6038.692383
	Iteration 30Q: 3 clusters Score -1.956038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193462 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -19560382.000000 Penalty: 6038.692383
	Iteration 31Q: 3 clusters Score -1.956038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193465 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -19560402.000000 Penalty: 6038.692383
	Iteration 32Q: 3 clusters Score -1.95604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193467 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19560400.000000 Penalty: 6038.692383
	Iteration 33Q: 3 clusters Score -1.95604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193467 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19560400.000000 Penalty: 6038.692383
	Iteration 34F: 3 clusters Score -1.95604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Entering Unmasked Estep 
Score: -1852468.375000 Penalty: 2439.065430
	Iteration 0F: 2 clusters Score -1852468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1839156.500000 Penalty: 4878.130859
	Iteration 0F: 3 clusters Score -1839156 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1843569.250000 Penalty: 4878.130859
	Iteration 1F: 3 clusters Score -1843569 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1844032.500000 Penalty: 4878.130859
	Iteration 2F: 3 clusters Score -1844032 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1844435.000000 Penalty: 4878.130859
	Iteration 3F: 3 clusters Score -1844435 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1844830.250000 Penalty: 4878.130859
	Iteration 4Q: 3 clusters Score -1844830 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1845245.375000 Penalty: 4878.130859
	Iteration 5Q: 3 clusters Score -1845245 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1845695.250000 Penalty: 4878.130859
	Iteration 6Q: 3 clusters Score -1845695 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1846169.125000 Penalty: 4878.130859
	Iteration 7Q: 3 clusters Score -1846169 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1846689.750000 Penalty: 4878.130859
	Iteration 8F: 3 clusters Score -1846690 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1847258.625000 Penalty: 4878.130859
	Iteration 9Q: 3 clusters Score -1847259 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1847877.125000 Penalty: 4878.130859
	Iteration 10Q: 3 clusters Score -1847877 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1848513.500000 Penalty: 4878.130859
	Iteration 11Q: 3 clusters Score -1848514 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1849020.250000 Penalty: 4878.130859
	Iteration 12Q: 3 clusters Score -1849020 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1849412.750000 Penalty: 4878.130859
	Iteration 13Q: 3 clusters Score -1849413 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1849788.625000 Penalty: 4878.130859
	Iteration 14Q: 3 clusters Score -1849789 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1850201.500000 Penalty: 4878.130859
	Iteration 15Q: 3 clusters Score -1850202 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1850583.375000 Penalty: 4878.130859
	Iteration 16Q: 3 clusters Score -1850583 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1850961.250000 Penalty: 4878.130859
	Iteration 17Q: 3 clusters Score -1850961 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1851250.000000 Penalty: 4878.130859
	Iteration 18Q: 3 clusters Score -1851250 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -1851412.250000 Penalty: 4878.130859
	Iteration 19Q: 3 clusters Score -1851412 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1851488.000000 Penalty: 4878.130859
	Iteration 20F: 3 clusters Score -1851488 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1851551.625000 Penalty: 4878.130859
	Iteration 21Q: 3 clusters Score -1851552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1851586.750000 Penalty: 4878.130859
	Iteration 22Q: 3 clusters Score -1851587 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1851608.125000 Penalty: 4878.130859
	Iteration 23Q: 3 clusters Score -1851608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -1851627.375000 Penalty: 4878.130859
	Iteration 24Q: 3 clusters Score -1851627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1851641.500000 Penalty: 4878.130859
	Iteration 25Q: 3 clusters Score -1851642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1851649.000000 Penalty: 4878.130859
	Iteration 26Q: 3 clusters Score -1851649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1851656.000000 Penalty: 4878.130859
	Iteration 27Q: 3 clusters Score -1851656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1851659.125000 Penalty: 4878.130859
	Iteration 28Q: 3 clusters Score -1851659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1851663.500000 Penalty: 4878.130859
	Iteration 29Q: 3 clusters Score -1851664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1851666.500000 Penalty: 4878.130859
	Iteration 30Q: 3 clusters Score -1851666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1851670.625000 Penalty: 4878.130859
	Iteration 31Q: 3 clusters Score -1851671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1851673.750000 Penalty: 4878.130859
	Iteration 32Q: 3 clusters Score -1851674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1851680.125000 Penalty: 4878.130859
	Iteration 33Q: 3 clusters Score -1851680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1851673.500000 Penalty: 4878.130859
	Iteration 34Q: 3 clusters Score -1851674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1851678.750000 Penalty: 4878.130859
	Iteration 35Q: 3 clusters Score -1851679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1851681.875000 Penalty: 4878.130859
	Iteration 36Q: 3 clusters Score -1851682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1851681.875000 Penalty: 4878.130859
	Iteration 37F: 3 clusters Score -1851682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Entering Unmasked Estep 
Score: -1055930.000000 Penalty: 2303.594971
	Iteration 0F: 2 clusters Score -1055930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1047814.625000 Penalty: 4607.189941
	Iteration 0F: 3 clusters Score -1047815 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1050104.125000 Penalty: 4607.189941
	Iteration 1F: 3 clusters Score -1050104 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1050403.250000 Penalty: 4607.189941
	Iteration 2F: 3 clusters Score -1050403 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1050627.625000 Penalty: 4607.189941
	Iteration 3Q: 3 clusters Score -1050628 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1050826.000000 Penalty: 4607.189941
	Iteration 4Q: 3 clusters Score -1050826 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1051012.625000 Penalty: 4607.189941
	Iteration 5Q: 3 clusters Score -1051013 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1051176.500000 Penalty: 4607.189941
	Iteration 6Q: 3 clusters Score -1051176 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1051346.375000 Penalty: 4607.189941
	Iteration 7Q: 3 clusters Score -1051346 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1051513.375000 Penalty: 4607.189941
	Iteration 8Q: 3 clusters Score -1051513 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1051662.375000 Penalty: 4607.189941
	Iteration 9Q: 3 clusters Score -1051662 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1051785.125000 Penalty: 4607.189941
	Iteration 10Q: 3 clusters Score -1051785 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1051892.500000 Penalty: 4607.189941
	Iteration 11Q: 3 clusters Score -1051892 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1051993.375000 Penalty: 4607.189941
	Iteration 12Q: 3 clusters Score -1051993 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1052085.875000 Penalty: 4607.189941
	Iteration 13Q: 3 clusters Score -1052086 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1052181.125000 Penalty: 4607.189941
	Iteration 14Q: 3 clusters Score -1052181 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1052273.500000 Penalty: 4607.189941
	Iteration 15Q: 3 clusters Score -1052274 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1052365.250000 Penalty: 4607.189941
	Iteration 16Q: 3 clusters Score -1052365 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1052445.750000 Penalty: 4607.189941
	Iteration 17Q: 3 clusters Score -1052446 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1052522.375000 Penalty: 4607.189941
	Iteration 18Q: 3 clusters Score -1052522 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1052605.625000 Penalty: 4607.189941
	Iteration 19Q: 3 clusters Score -1052606 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1052686.625000 Penalty: 4607.189941
	Iteration 20F: 3 clusters Score -1052687 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1052779.375000 Penalty: 4607.189941
	Iteration 21Q: 3 clusters Score -1052779 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1052873.500000 Penalty: 4607.189941
	Iteration 22Q: 3 clusters Score -1052874 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1052980.750000 Penalty: 4607.189941
	Iteration 23Q: 3 clusters Score -1052981 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1053087.500000 Penalty: 4607.189941
	Iteration 24Q: 3 clusters Score -1053088 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1053189.125000 Penalty: 4607.189941
	Iteration 25Q: 3 clusters Score -1053189 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1053268.250000 Penalty: 4607.189941
	Iteration 26Q: 3 clusters Score -1053268 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1053349.500000 Penalty: 4607.189941
	Iteration 27Q: 3 clusters Score -1053350 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1053421.250000 Penalty: 4607.189941
	Iteration 28Q: 3 clusters Score -1053421 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1053490.250000 Penalty: 4607.189941
	Iteration 29Q: 3 clusters Score -1053490 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1053554.000000 Penalty: 4607.189941
	Iteration 30Q: 3 clusters Score -1053554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1053603.375000 Penalty: 4607.189941
	Iteration 31Q: 3 clusters Score -1053603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1053662.375000 Penalty: 4607.189941
	Iteration 32Q: 3 clusters Score -1053662 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1053706.750000 Penalty: 4607.189941
	Iteration 33Q: 3 clusters Score -1053707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1053738.375000 Penalty: 4607.189941
	Iteration 34Q: 3 clusters Score -1053738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1053761.875000 Penalty: 4607.189941
	Iteration 35Q: 3 clusters Score -1053762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1053792.000000 Penalty: 4607.189941
	Iteration 36Q: 3 clusters Score -1053792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1053820.500000 Penalty: 4607.189941
	Iteration 37Q: 3 clusters Score -1053820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1053839.750000 Penalty: 4607.189941
	Iteration 38Q: 3 clusters Score -1053840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1053864.000000 Penalty: 4607.189941
	Iteration 39Q: 3 clusters Score -1053864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1053889.250000 Penalty: 4607.189941
	Iteration 40F: 3 clusters Score -1053889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1053908.250000 Penalty: 4607.189941
	Iteration 41Q: 3 clusters Score -1053908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1053921.625000 Penalty: 4607.189941
	Iteration 42Q: 3 clusters Score -1053922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1053934.750000 Penalty: 4607.189941
	Iteration 43Q: 3 clusters Score -1053935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1053945.500000 Penalty: 4607.189941
	Iteration 44Q: 3 clusters Score -1053946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1053950.125000 Penalty: 4607.189941
	Iteration 45Q: 3 clusters Score -1053950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1053953.625000 Penalty: 4607.189941
	Iteration 46Q: 3 clusters Score -1053954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1053959.000000 Penalty: 4607.189941
	Iteration 47Q: 3 clusters Score -1053959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1053963.375000 Penalty: 4607.189941
	Iteration 48Q: 3 clusters Score -1053963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1053965.875000 Penalty: 4607.189941
	Iteration 49Q: 3 clusters Score -1053966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1053971.750000 Penalty: 4607.189941
	Iteration 50Q: 3 clusters Score -1053972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1053973.000000 Penalty: 4607.189941
	Iteration 51Q: 3 clusters Score -1053973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1053974.625000 Penalty: 4607.189941
	Iteration 52Q: 3 clusters Score -1053975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1053977.375000 Penalty: 4607.189941
	Iteration 53Q: 3 clusters Score -1053977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1053979.000000 Penalty: 4607.189941
	Iteration 54Q: 3 clusters Score -1053979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1053981.625000 Penalty: 4607.189941
	Iteration 55Q: 3 clusters Score -1053982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1053981.375000 Penalty: 4607.189941
	Iteration 56Q: 3 clusters Score -1053981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1053981.375000 Penalty: 4607.189941
	Iteration 57F: 3 clusters Score -1053981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Entering Unmasked Estep 
Score: -529127.000000 Penalty: 2133.544922
	Iteration 0F: 2 clusters Score -529127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -524357.437500 Penalty: 4267.089844
	Iteration 0F: 3 clusters Score -524357.4 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -525607.437500 Penalty: 4267.089844
	Iteration 1F: 3 clusters Score -525607.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -526061.125000 Penalty: 4267.089844
	Iteration 2F: 3 clusters Score -526061.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -526530.125000 Penalty: 4267.089844
	Iteration 3F: 3 clusters Score -526530.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -526929.187500 Penalty: 4267.089844
	Iteration 4F: 3 clusters Score -526929.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -527249.687500 Penalty: 4267.089844
	Iteration 5F: 3 clusters Score -527249.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -527460.000000 Penalty: 4267.089844
	Iteration 6Q: 3 clusters Score -527460 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -527573.750000 Penalty: 4267.089844
	Iteration 7Q: 3 clusters Score -527573.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -527631.625000 Penalty: 4267.089844
	Iteration 8Q: 3 clusters Score -527631.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -527663.937500 Penalty: 4267.089844
	Iteration 9Q: 3 clusters Score -527663.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -527688.812500 Penalty: 4267.089844
	Iteration 10Q: 3 clusters Score -527688.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -527703.250000 Penalty: 4267.089844
	Iteration 11Q: 3 clusters Score -527703.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -527711.875000 Penalty: 4267.089844
	Iteration 12Q: 3 clusters Score -527711.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -527714.125000 Penalty: 4267.089844
	Iteration 13Q: 3 clusters Score -527714.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -527715.750000 Penalty: 4267.089844
	Iteration 14Q: 3 clusters Score -527715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -527716.500000 Penalty: 4267.089844
	Iteration 15Q: 3 clusters Score -527716.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -527716.937500 Penalty: 4267.089844
	Iteration 16Q: 3 clusters Score -527716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -527717.750000 Penalty: 4267.089844
	Iteration 17Q: 3 clusters Score -527717.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -527720.062500 Penalty: 4267.089844
	Iteration 18Q: 3 clusters Score -527720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -527720.750000 Penalty: 4267.089844
	Iteration 19Q: 3 clusters Score -527720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -527720.875000 Penalty: 4267.089844
	Iteration 20F: 3 clusters Score -527720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -527721.937500 Penalty: 4267.089844
	Iteration 21Q: 3 clusters Score -527721.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -527723.312500 Penalty: 4267.089844
	Iteration 22Q: 3 clusters Score -527723.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -527724.625000 Penalty: 4267.089844
	Iteration 23Q: 3 clusters Score -527724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -527725.562500 Penalty: 4267.089844
	Iteration 24Q: 3 clusters Score -527725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -527725.625000 Penalty: 4267.089844
	Iteration 25Q: 3 clusters Score -527725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -527725.625000 Penalty: 4267.089844
	Iteration 26F: 3 clusters Score -527725.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (93732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93732 members 
Entering Unmasked Estep 
Score: -9477532.000000 Penalty: 2839.152344
	Iteration 0F: 2 clusters Score -9477532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -9415043.000000 Penalty: 5678.304688
	Iteration 0F: 3 clusters Score -9415043 nChanged 44064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -9439870.000000 Penalty: 5678.304688
	Iteration 1F: 3 clusters Score -9439870 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -9440667.000000 Penalty: 5678.304688
	Iteration 2Q: 3 clusters Score -9440667 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -9441734.000000 Penalty: 5678.304688
	Iteration 3Q: 3 clusters Score -9441734 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -9443280.000000 Penalty: 5678.304688
	Iteration 4Q: 3 clusters Score -9443280 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -9445710.000000 Penalty: 5678.304688
	Iteration 5F: 3 clusters Score -9445710 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -9449567.000000 Penalty: 5678.304688
	Iteration 6F: 3 clusters Score -9449567 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -9455201.000000 Penalty: 5678.304688
	Iteration 7F: 3 clusters Score -9455201 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76983 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -9461475.000000 Penalty: 5678.304688
	Iteration 8F: 3 clusters Score -9461475 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82424 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -9466890.000000 Penalty: 5678.304688
	Iteration 9F: 3 clusters Score -9466890 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -9470678.000000 Penalty: 5678.304688
	Iteration 10Q: 3 clusters Score -9470678 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -9472716.000000 Penalty: 5678.304688
	Iteration 11Q: 3 clusters Score -9472716 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88495 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -9473588.000000 Penalty: 5678.304688
	Iteration 12Q: 3 clusters Score -9473588 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -9474001.000000 Penalty: 5678.304688
	Iteration 13Q: 3 clusters Score -9474001 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89563 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -9474254.000000 Penalty: 5678.304688
	Iteration 14Q: 3 clusters Score -9474254 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -9474388.000000 Penalty: 5678.304688
	Iteration 15Q: 3 clusters Score -9474388 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90203 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -9474503.000000 Penalty: 5678.304688
	Iteration 16Q: 3 clusters Score -9474503 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90452 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -9474602.000000 Penalty: 5678.304688
	Iteration 17Q: 3 clusters Score -9474602 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90657 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -9474669.000000 Penalty: 5678.304688
	Iteration 18Q: 3 clusters Score -9474669 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -9474749.000000 Penalty: 5678.304688
	Iteration 19Q: 3 clusters Score -9474749 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90943 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -9474808.000000 Penalty: 5678.304688
	Iteration 20F: 3 clusters Score -9474808 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91088 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -9474849.000000 Penalty: 5678.304688
	Iteration 21Q: 3 clusters Score -9474849 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91184 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -9474893.000000 Penalty: 5678.304688
	Iteration 22Q: 3 clusters Score -9474893 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91268 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -9474926.000000 Penalty: 5678.304688
	Iteration 23Q: 3 clusters Score -9474926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -9474913.000000 Penalty: 5678.304688
	Iteration 24Q: 3 clusters Score -9474913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9474935.000000 Penalty: 5678.304688
	Iteration 25Q: 3 clusters Score -9474935 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91451 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -9474935.000000 Penalty: 5678.304688
	Iteration 26Q: 3 clusters Score -9474935 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -9474953.000000 Penalty: 5678.304688
	Iteration 27Q: 3 clusters Score -9474953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91537 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -9474969.000000 Penalty: 5678.304688
	Iteration 28Q: 3 clusters Score -9474969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91569 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -9474970.000000 Penalty: 5678.304688
	Iteration 29Q: 3 clusters Score -9474970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91603 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -9474975.000000 Penalty: 5678.304688
	Iteration 30Q: 3 clusters Score -9474975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91636 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -9474978.000000 Penalty: 5678.304688
	Iteration 31Q: 3 clusters Score -9474978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91671 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9474984.000000 Penalty: 5678.304688
	Iteration 32Q: 3 clusters Score -9474984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91713 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -9475004.000000 Penalty: 5678.304688
	Iteration 33Q: 3 clusters Score -9475004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -9475027.000000 Penalty: 5678.304688
	Iteration 34Q: 3 clusters Score -9475027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9475041.000000 Penalty: 5678.304688
	Iteration 35Q: 3 clusters Score -9475041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91847 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -9475056.000000 Penalty: 5678.304688
	Iteration 36Q: 3 clusters Score -9475056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91876 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -9475053.000000 Penalty: 5678.304688
	Iteration 37Q: 3 clusters Score -9475053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91901 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9475064.000000 Penalty: 5678.304688
	Iteration 38Q: 3 clusters Score -9475064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9475078.000000 Penalty: 5678.304688
	Iteration 39Q: 3 clusters Score -9475078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91943 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9475080.000000 Penalty: 5678.304688
	Iteration 40F: 3 clusters Score -9475080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91963 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9475088.000000 Penalty: 5678.304688
	Iteration 41Q: 3 clusters Score -9475088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91978 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9475093.000000 Penalty: 5678.304688
	Iteration 42Q: 3 clusters Score -9475093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9475098.000000 Penalty: 5678.304688
	Iteration 43Q: 3 clusters Score -9475098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -9475098.000000 Penalty: 5678.304688
	Iteration 44Q: 3 clusters Score -9475098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9475101.000000 Penalty: 5678.304688
	Iteration 45Q: 3 clusters Score -9475101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92033 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9475109.000000 Penalty: 5678.304688
	Iteration 46Q: 3 clusters Score -9475109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92047 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9475110.000000 Penalty: 5678.304688
	Iteration 47Q: 3 clusters Score -9475110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92060 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9475110.000000 Penalty: 5678.304688
	Iteration 48Q: 3 clusters Score -9475110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92073 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9475116.000000 Penalty: 5678.304688
	Iteration 49Q: 3 clusters Score -9475116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -9475114.000000 Penalty: 5678.304688
	Iteration 50Q: 3 clusters Score -9475114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92093 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -9475117.000000 Penalty: 5678.304688
	Iteration 51Q: 3 clusters Score -9475117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -9475118.000000 Penalty: 5678.304688
	Iteration 52Q: 3 clusters Score -9475118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92108 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -9475119.000000 Penalty: 5678.304688
	Iteration 53Q: 3 clusters Score -9475119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92116 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -9475117.000000 Penalty: 5678.304688
	Iteration 54Q: 3 clusters Score -9475117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92124 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9475127.000000 Penalty: 5678.304688
	Iteration 55Q: 3 clusters Score -9475127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92134 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -9475125.000000 Penalty: 5678.304688
	Iteration 56Q: 3 clusters Score -9475125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92148 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -9475125.000000 Penalty: 5678.304688
	Iteration 57Q: 3 clusters Score -9475125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92162 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -9475131.000000 Penalty: 5678.304688
	Iteration 58Q: 3 clusters Score -9475131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92169 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -9475127.000000 Penalty: 5678.304688
	Iteration 59Q: 3 clusters Score -9475127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92182 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -9475133.000000 Penalty: 5678.304688
	Iteration 60F: 3 clusters Score -9475133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -9475133.000000 Penalty: 5678.304688
	Iteration 61Q: 3 clusters Score -9475133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92202 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9475132.000000 Penalty: 5678.304688
	Iteration 62Q: 3 clusters Score -9475132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92210 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9475127.000000 Penalty: 5678.304688
	Iteration 63Q: 3 clusters Score -9475127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92220 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -9475134.000000 Penalty: 5678.304688
	Iteration 64Q: 3 clusters Score -9475134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92225 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9475147.000000 Penalty: 5678.304688
	Iteration 65Q: 3 clusters Score -9475147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92232 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -9475145.000000 Penalty: 5678.304688
	Iteration 66Q: 3 clusters Score -9475145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -9475155.000000 Penalty: 5678.304688
	Iteration 67Q: 3 clusters Score -9475155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92244 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -9475153.000000 Penalty: 5678.304688
	Iteration 68Q: 3 clusters Score -9475153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9475154.000000 Penalty: 5678.304688
	Iteration 69Q: 3 clusters Score -9475154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9475154.000000 Penalty: 5678.304688
	Iteration 70Q: 3 clusters Score -9475154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9475161.000000 Penalty: 5678.304688
	Iteration 71Q: 3 clusters Score -9475161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9475163.000000 Penalty: 5678.304688
	Iteration 72Q: 3 clusters Score -9475163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92288 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -9475163.000000 Penalty: 5678.304688
	Iteration 73Q: 3 clusters Score -9475163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92299 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -9475178.000000 Penalty: 5678.304688
	Iteration 74Q: 3 clusters Score -9475178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92311 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -9475171.000000 Penalty: 5678.304688
	Iteration 75Q: 3 clusters Score -9475171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92317 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -9475166.000000 Penalty: 5678.304688
	Iteration 76Q: 3 clusters Score -9475166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -9475174.000000 Penalty: 5678.304688
	Iteration 77Q: 3 clusters Score -9475174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92326 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -9475179.000000 Penalty: 5678.304688
	Iteration 78Q: 3 clusters Score -9475179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92327 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -9475178.000000 Penalty: 5678.304688
	Iteration 79Q: 3 clusters Score -9475178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92328 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -9475181.000000 Penalty: 5678.304688
	Iteration 80F: 3 clusters Score -9475181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (373770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373770 members 
Entering Unmasked Estep 
Score: -37336884.000000 Penalty: 3182.186279
	Iteration 0F: 2 clusters Score -3.733688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186476 members 
Mstep: Class 2 contains 187294 members 
Entering Unmasked Estep 
Score: -37112060.000000 Penalty: 6364.372559
	Iteration 0F: 3 clusters Score -3.711206e+07 nChanged 181204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180672 members 
Mstep: Class 2 contains 193098 members 
Entering Unmasked Estep 
Score: -37220224.000000 Penalty: 6364.372559
	Iteration 1F: 3 clusters Score -3.722022e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178311 members 
Mstep: Class 2 contains 195459 members 
Entering Unmasked Estep 
Score: -37221520.000000 Penalty: 6364.372559
	Iteration 2Q: 3 clusters Score -3.722152e+07 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174712 members 
Mstep: Class 2 contains 199058 members 
Entering Unmasked Estep 
Score: -37223296.000000 Penalty: 6364.372559
	Iteration 3Q: 3 clusters Score -3.72233e+07 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169303 members 
Mstep: Class 2 contains 204467 members 
Entering Unmasked Estep 
Score: -37225584.000000 Penalty: 6364.372559
	Iteration 4Q: 3 clusters Score -3.722558e+07 nChanged 12383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161386 members 
Mstep: Class 2 contains 212384 members 
Entering Unmasked Estep 
Score: -37229116.000000 Penalty: 6364.372559
	Iteration 5Q: 3 clusters Score -3.722912e+07 nChanged 15595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149891 members 
Mstep: Class 2 contains 223879 members 
Entering Unmasked Estep 
Score: -37234756.000000 Penalty: 6364.372559
	Iteration 6Q: 3 clusters Score -3.723476e+07 nChanged 19090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134159 members 
Mstep: Class 2 contains 239611 members 
Entering Unmasked Estep 
Score: -37244444.000000 Penalty: 6364.372559
	Iteration 7F: 3 clusters Score -3.724444e+07 nChanged 22419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114678 members 
Mstep: Class 2 contains 259092 members 
Entering Unmasked Estep 
Score: -37258600.000000 Penalty: 6364.372559
	Iteration 8F: 3 clusters Score -3.72586e+07 nChanged 23789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94013 members 
Mstep: Class 2 contains 279757 members 
Entering Unmasked Estep 
Score: -37275272.000000 Penalty: 6364.372559
	Iteration 9F: 3 clusters Score -3.727527e+07 nChanged 21738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 297577 members 
Entering Unmasked Estep 
Score: -37290684.000000 Penalty: 6364.372559
	Iteration 10F: 3 clusters Score -3.729068e+07 nChanged 17222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 310241 members 
Entering Unmasked Estep 
Score: -37302456.000000 Penalty: 6364.372559
	Iteration 11Q: 3 clusters Score -3.730246e+07 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 318539 members 
Entering Unmasked Estep 
Score: -37310992.000000 Penalty: 6364.372559
	Iteration 12Q: 3 clusters Score -3.731099e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 324342 members 
Entering Unmasked Estep 
Score: -37318304.000000 Penalty: 6364.372559
	Iteration 13Q: 3 clusters Score -3.73183e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 329483 members 
Entering Unmasked Estep 
Score: -37323140.000000 Penalty: 6364.372559
	Iteration 14Q: 3 clusters Score -3.732314e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 334583 members 
Entering Unmasked Estep 
Score: -37326744.000000 Penalty: 6364.372559
	Iteration 15Q: 3 clusters Score -3.732674e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 339656 members 
Entering Unmasked Estep 
Score: -37328780.000000 Penalty: 6364.372559
	Iteration 16Q: 3 clusters Score -3.732878e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 344553 members 
Entering Unmasked Estep 
Score: -37330640.000000 Penalty: 6364.372559
	Iteration 17Q: 3 clusters Score -3.733064e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 349291 members 
Entering Unmasked Estep 
Score: -37332076.000000 Penalty: 6364.372559
	Iteration 18Q: 3 clusters Score -3.733208e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 353886 members 
Entering Unmasked Estep 
Score: -37332996.000000 Penalty: 6364.372559
	Iteration 19Q: 3 clusters Score -3.7333e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 358140 members 
Entering Unmasked Estep 
Score: -37334004.000000 Penalty: 6364.372559
	Iteration 20F: 3 clusters Score -3.7334e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 361781 members 
Entering Unmasked Estep 
Score: -37334672.000000 Penalty: 6364.372559
	Iteration 21Q: 3 clusters Score -3.733467e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 364800 members 
Entering Unmasked Estep 
Score: -37334576.000000 Penalty: 6364.372559
	Iteration 22Q: 3 clusters Score -3.733458e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 367162 members 
Entering Unmasked Estep 
Score: -37334588.000000 Penalty: 6364.372559
	Iteration 23Q: 3 clusters Score -3.733459e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 368892 members 
Entering Unmasked Estep 
Score: -37334552.000000 Penalty: 6364.372559
	Iteration 24Q: 3 clusters Score -3.733455e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 370150 members 
Entering Unmasked Estep 
Score: -37334664.000000 Penalty: 6364.372559
	Iteration 25Q: 3 clusters Score -3.733466e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 371016 members 
Entering Unmasked Estep 
Score: -37334520.000000 Penalty: 6364.372559
	Iteration 26Q: 3 clusters Score -3.733452e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 371582 members 
Entering Unmasked Estep 
Score: -37334592.000000 Penalty: 6364.372559
	Iteration 27Q: 3 clusters Score -3.733459e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 371951 members 
Entering Unmasked Estep 
Score: -37334652.000000 Penalty: 6364.372559
	Iteration 28Q: 3 clusters Score -3.733465e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 372188 members 
Entering Unmasked Estep 
Score: -37334624.000000 Penalty: 6364.372559
	Iteration 29Q: 3 clusters Score -3.733462e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 372341 members 
Entering Unmasked Estep 
Score: -37334672.000000 Penalty: 6364.372559
	Iteration 30Q: 3 clusters Score -3.733467e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 372443 members 
Entering Unmasked Estep 
Score: -37334692.000000 Penalty: 6364.372559
	Iteration 31Q: 3 clusters Score -3.733469e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 372527 members 
Entering Unmasked Estep 
Score: -37334748.000000 Penalty: 6364.372559
	Iteration 32Q: 3 clusters Score -3.733475e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 372580 members 
Entering Unmasked Estep 
Score: -37334692.000000 Penalty: 6364.372559
	Iteration 33Q: 3 clusters Score -3.733469e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 372626 members 
Entering Unmasked Estep 
Score: -37334708.000000 Penalty: 6364.372559
	Iteration 34Q: 3 clusters Score -3.733471e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 372666 members 
Entering Unmasked Estep 
Score: -37334708.000000 Penalty: 6364.372559
	Iteration 35Q: 3 clusters Score -3.733471e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 372699 members 
Entering Unmasked Estep 
Score: -37334708.000000 Penalty: 6364.372559
	Iteration 36Q: 3 clusters Score -3.733471e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 372735 members 
Entering Unmasked Estep 
Score: -37334720.000000 Penalty: 6364.372559
	Iteration 37Q: 3 clusters Score -3.733472e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 372755 members 
Entering Unmasked Estep 
Score: -37334704.000000 Penalty: 6364.372559
	Iteration 38Q: 3 clusters Score -3.73347e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 372778 members 
Entering Unmasked Estep 
Score: -37334724.000000 Penalty: 6364.372559
	Iteration 39Q: 3 clusters Score -3.733472e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 372791 members 
Entering Unmasked Estep 
Score: -37334728.000000 Penalty: 6364.372559
	Iteration 40F: 3 clusters Score -3.733473e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 372802 members 
Entering Unmasked Estep 
Score: -37334724.000000 Penalty: 6364.372559
	Iteration 41Q: 3 clusters Score -3.733472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 372812 members 
Entering Unmasked Estep 
Score: -37334732.000000 Penalty: 6364.372559
	Iteration 42Q: 3 clusters Score -3.733473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 372817 members 
Entering Unmasked Estep 
Score: -37334708.000000 Penalty: 6364.372559
	Iteration 43Q: 3 clusters Score -3.733471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 372822 members 
Entering Unmasked Estep 
Score: -37334716.000000 Penalty: 6364.372559
	Iteration 44Q: 3 clusters Score -3.733472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 372824 members 
Entering Unmasked Estep 
Score: -37334712.000000 Penalty: 6364.372559
	Iteration 45Q: 3 clusters Score -3.733471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 372826 members 
Entering Unmasked Estep 
Score: -37334712.000000 Penalty: 6364.372559
	Iteration 46Q: 3 clusters Score -3.733471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 372831 members 
Entering Unmasked Estep 
Score: -37334728.000000 Penalty: 6364.372559
	Iteration 47Q: 3 clusters Score -3.733473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 372836 members 
Entering Unmasked Estep 
Score: -37334716.000000 Penalty: 6364.372559
	Iteration 48Q: 3 clusters Score -3.733472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 372846 members 
Entering Unmasked Estep 
Score: -37334720.000000 Penalty: 6364.372559
	Iteration 49Q: 3 clusters Score -3.733472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 372848 members 
Entering Unmasked Estep 
Score: -37334724.000000 Penalty: 6364.372559
	Iteration 50Q: 3 clusters Score -3.733472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 372852 members 
Entering Unmasked Estep 
Score: -37334732.000000 Penalty: 6364.372559
	Iteration 51Q: 3 clusters Score -3.733473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 372859 members 
Entering Unmasked Estep 
Score: -37334728.000000 Penalty: 6364.372559
	Iteration 52Q: 3 clusters Score -3.733473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 372862 members 
Entering Unmasked Estep 
Score: -37334748.000000 Penalty: 6364.372559
	Iteration 53Q: 3 clusters Score -3.733475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 372865 members 
Entering Unmasked Estep 
Score: -37334732.000000 Penalty: 6364.372559
	Iteration 54Q: 3 clusters Score -3.733473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 372865 members 
Entering Unmasked Estep 
Score: -37334732.000000 Penalty: 6364.372559
	Iteration 55F: 3 clusters Score -3.733473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Entering Unmasked Estep 
Score: -2144427.250000 Penalty: 2477.345947
	Iteration 0F: 2 clusters Score -2144427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2129104.000000 Penalty: 4954.691895
	Iteration 0F: 3 clusters Score -2129104 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2134226.250000 Penalty: 4954.691895
	Iteration 1F: 3 clusters Score -2134226 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2134702.500000 Penalty: 4954.691895
	Iteration 2F: 3 clusters Score -2134702 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2135178.250000 Penalty: 4954.691895
	Iteration 3F: 3 clusters Score -2135178 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2135735.750000 Penalty: 4954.691895
	Iteration 4F: 3 clusters Score -2135736 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2136412.000000 Penalty: 4954.691895
	Iteration 5F: 3 clusters Score -2136412 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2137134.000000 Penalty: 4954.691895
	Iteration 6F: 3 clusters Score -2137134 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2137906.250000 Penalty: 4954.691895
	Iteration 7F: 3 clusters Score -2137906 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2138682.250000 Penalty: 4954.691895
	Iteration 8F: 3 clusters Score -2138682 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2139440.500000 Penalty: 4954.691895
	Iteration 9Q: 3 clusters Score -2139440 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2140094.000000 Penalty: 4954.691895
	Iteration 10Q: 3 clusters Score -2140094 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2140592.750000 Penalty: 4954.691895
	Iteration 11Q: 3 clusters Score -2140593 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2141027.000000 Penalty: 4954.691895
	Iteration 12Q: 3 clusters Score -2141027 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2141396.750000 Penalty: 4954.691895
	Iteration 13Q: 3 clusters Score -2141397 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2141674.500000 Penalty: 4954.691895
	Iteration 14Q: 3 clusters Score -2141674 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2141812.750000 Penalty: 4954.691895
	Iteration 15Q: 3 clusters Score -2141813 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2141904.000000 Penalty: 4954.691895
	Iteration 16Q: 3 clusters Score -2141904 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2141969.250000 Penalty: 4954.691895
	Iteration 17Q: 3 clusters Score -2141969 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2142015.250000 Penalty: 4954.691895
	Iteration 18Q: 3 clusters Score -2142015 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2142053.250000 Penalty: 4954.691895
	Iteration 19Q: 3 clusters Score -2142053 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2142073.000000 Penalty: 4954.691895
	Iteration 20F: 3 clusters Score -2142073 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2142094.500000 Penalty: 4954.691895
	Iteration 21Q: 3 clusters Score -2142094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2142113.000000 Penalty: 4954.691895
	Iteration 22Q: 3 clusters Score -2142113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2142125.500000 Penalty: 4954.691895
	Iteration 23Q: 3 clusters Score -2142126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2142133.500000 Penalty: 4954.691895
	Iteration 24Q: 3 clusters Score -2142134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2142135.750000 Penalty: 4954.691895
	Iteration 25Q: 3 clusters Score -2142136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2142139.500000 Penalty: 4954.691895
	Iteration 26Q: 3 clusters Score -2142140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2142148.500000 Penalty: 4954.691895
	Iteration 27Q: 3 clusters Score -2142148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2142159.250000 Penalty: 4954.691895
	Iteration 28Q: 3 clusters Score -2142159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2142163.750000 Penalty: 4954.691895
	Iteration 29Q: 3 clusters Score -2142164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2142166.000000 Penalty: 4954.691895
	Iteration 30Q: 3 clusters Score -2142166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2142170.000000 Penalty: 4954.691895
	Iteration 31Q: 3 clusters Score -2142170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2142173.750000 Penalty: 4954.691895
	Iteration 32Q: 3 clusters Score -2142174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2142175.500000 Penalty: 4954.691895
	Iteration 33Q: 3 clusters Score -2142176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2142179.000000 Penalty: 4954.691895
	Iteration 34Q: 3 clusters Score -2142179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2142183.500000 Penalty: 4954.691895
	Iteration 35Q: 3 clusters Score -2142184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2142186.250000 Penalty: 4954.691895
	Iteration 36Q: 3 clusters Score -2142186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2142189.250000 Penalty: 4954.691895
	Iteration 37Q: 3 clusters Score -2142189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2142189.250000 Penalty: 4954.691895
	Iteration 38Q: 3 clusters Score -2142189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2142195.000000 Penalty: 4954.691895
	Iteration 39Q: 3 clusters Score -2142195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2142197.000000 Penalty: 4954.691895
	Iteration 40F: 3 clusters Score -2142197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2142202.000000 Penalty: 4954.691895
	Iteration 41Q: 3 clusters Score -2142202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2142208.000000 Penalty: 4954.691895
	Iteration 42Q: 3 clusters Score -2142208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2142211.000000 Penalty: 4954.691895
	Iteration 43Q: 3 clusters Score -2142211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2142212.000000 Penalty: 4954.691895
	Iteration 44Q: 3 clusters Score -2142212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2142214.000000 Penalty: 4954.691895
	Iteration 45Q: 3 clusters Score -2142214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2142217.750000 Penalty: 4954.691895
	Iteration 46Q: 3 clusters Score -2142218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2142213.750000 Penalty: 4954.691895
	Iteration 47Q: 3 clusters Score -2142214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2142219.000000 Penalty: 4954.691895
	Iteration 48Q: 3 clusters Score -2142219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2142217.750000 Penalty: 4954.691895
	Iteration 49Q: 3 clusters Score -2142218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2142223.250000 Penalty: 4954.691895
	Iteration 50Q: 3 clusters Score -2142223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2142223.500000 Penalty: 4954.691895
	Iteration 51Q: 3 clusters Score -2142224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2142222.250000 Penalty: 4954.691895
	Iteration 52Q: 3 clusters Score -2142222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2142221.750000 Penalty: 4954.691895
	Iteration 53Q: 3 clusters Score -2142222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2142226.500000 Penalty: 4954.691895
	Iteration 54Q: 3 clusters Score -2142226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2142225.750000 Penalty: 4954.691895
	Iteration 55Q: 3 clusters Score -2142226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2142231.250000 Penalty: 4954.691895
	Iteration 56Q: 3 clusters Score -2142231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2142229.500000 Penalty: 4954.691895
	Iteration 57Q: 3 clusters Score -2142230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2142230.750000 Penalty: 4954.691895
	Iteration 58Q: 3 clusters Score -2142231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2142234.000000 Penalty: 4954.691895
	Iteration 59Q: 3 clusters Score -2142234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2142230.750000 Penalty: 4954.691895
	Iteration 60F: 3 clusters Score -2142231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2142233.750000 Penalty: 4954.691895
	Iteration 61Q: 3 clusters Score -2142234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2142233.250000 Penalty: 4954.691895
	Iteration 62Q: 3 clusters Score -2142233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2142236.000000 Penalty: 4954.691895
	Iteration 63Q: 3 clusters Score -2142236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2142237.750000 Penalty: 4954.691895
	Iteration 64Q: 3 clusters Score -2142238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2142237.750000 Penalty: 4954.691895
	Iteration 65Q: 3 clusters Score -2142238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2142237.750000 Penalty: 4954.691895
	Iteration 66F: 3 clusters Score -2142238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Entering Unmasked Estep 
Score: -1415193.125000 Penalty: 2359.891357
	Iteration 0F: 2 clusters Score -1415193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1405291.625000 Penalty: 4719.782715
	Iteration 0F: 3 clusters Score -1405292 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1408278.500000 Penalty: 4719.782715
	Iteration 1F: 3 clusters Score -1408278 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1408585.250000 Penalty: 4719.782715
	Iteration 2F: 3 clusters Score -1408585 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1408801.875000 Penalty: 4719.782715
	Iteration 3Q: 3 clusters Score -1408802 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1408989.750000 Penalty: 4719.782715
	Iteration 4Q: 3 clusters Score -1408990 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1409141.750000 Penalty: 4719.782715
	Iteration 5Q: 3 clusters Score -1409142 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1409300.625000 Penalty: 4719.782715
	Iteration 6Q: 3 clusters Score -1409301 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1409481.000000 Penalty: 4719.782715
	Iteration 7Q: 3 clusters Score -1409481 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1409700.250000 Penalty: 4719.782715
	Iteration 8Q: 3 clusters Score -1409700 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1409978.500000 Penalty: 4719.782715
	Iteration 9Q: 3 clusters Score -1409978 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1410314.500000 Penalty: 4719.782715
	Iteration 10Q: 3 clusters Score -1410314 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1410731.750000 Penalty: 4719.782715
	Iteration 11Q: 3 clusters Score -1410732 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1411225.500000 Penalty: 4719.782715
	Iteration 12Q: 3 clusters Score -1411226 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1411673.875000 Penalty: 4719.782715
	Iteration 13Q: 3 clusters Score -1411674 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1411923.625000 Penalty: 4719.782715
	Iteration 14Q: 3 clusters Score -1411924 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1412020.625000 Penalty: 4719.782715
	Iteration 15Q: 3 clusters Score -1412021 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1412073.875000 Penalty: 4719.782715
	Iteration 16Q: 3 clusters Score -1412074 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1412104.250000 Penalty: 4719.782715
	Iteration 17Q: 3 clusters Score -1412104 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1412125.250000 Penalty: 4719.782715
	Iteration 18Q: 3 clusters Score -1412125 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1412145.125000 Penalty: 4719.782715
	Iteration 19Q: 3 clusters Score -1412145 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1412159.750000 Penalty: 4719.782715
	Iteration 20F: 3 clusters Score -1412160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1412178.125000 Penalty: 4719.782715
	Iteration 21Q: 3 clusters Score -1412178 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1412194.375000 Penalty: 4719.782715
	Iteration 22Q: 3 clusters Score -1412194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1412208.750000 Penalty: 4719.782715
	Iteration 23Q: 3 clusters Score -1412209 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1412216.875000 Penalty: 4719.782715
	Iteration 24Q: 3 clusters Score -1412217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1412229.500000 Penalty: 4719.782715
	Iteration 25Q: 3 clusters Score -1412230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1412242.750000 Penalty: 4719.782715
	Iteration 26Q: 3 clusters Score -1412243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1412259.750000 Penalty: 4719.782715
	Iteration 27Q: 3 clusters Score -1412260 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1412275.750000 Penalty: 4719.782715
	Iteration 28Q: 3 clusters Score -1412276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1412289.750000 Penalty: 4719.782715
	Iteration 29Q: 3 clusters Score -1412290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1412299.000000 Penalty: 4719.782715
	Iteration 30Q: 3 clusters Score -1412299 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1412316.500000 Penalty: 4719.782715
	Iteration 31Q: 3 clusters Score -1412316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1412326.875000 Penalty: 4719.782715
	Iteration 32Q: 3 clusters Score -1412327 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1412336.000000 Penalty: 4719.782715
	Iteration 33Q: 3 clusters Score -1412336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1412347.875000 Penalty: 4719.782715
	Iteration 34Q: 3 clusters Score -1412348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1412363.750000 Penalty: 4719.782715
	Iteration 35Q: 3 clusters Score -1412364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1412378.625000 Penalty: 4719.782715
	Iteration 36Q: 3 clusters Score -1412379 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1412393.375000 Penalty: 4719.782715
	Iteration 37Q: 3 clusters Score -1412393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1412402.375000 Penalty: 4719.782715
	Iteration 38Q: 3 clusters Score -1412402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1412414.625000 Penalty: 4719.782715
	Iteration 39Q: 3 clusters Score -1412415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1412421.125000 Penalty: 4719.782715
	Iteration 40F: 3 clusters Score -1412421 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1412429.250000 Penalty: 4719.782715
	Iteration 41Q: 3 clusters Score -1412429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1412447.000000 Penalty: 4719.782715
	Iteration 42Q: 3 clusters Score -1412447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1412449.375000 Penalty: 4719.782715
	Iteration 43Q: 3 clusters Score -1412449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1412457.000000 Penalty: 4719.782715
	Iteration 44Q: 3 clusters Score -1412457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1412464.375000 Penalty: 4719.782715
	Iteration 45Q: 3 clusters Score -1412464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1412468.500000 Penalty: 4719.782715
	Iteration 46Q: 3 clusters Score -1412468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1412472.500000 Penalty: 4719.782715
	Iteration 47Q: 3 clusters Score -1412472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1412475.750000 Penalty: 4719.782715
	Iteration 48Q: 3 clusters Score -1412476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1412482.875000 Penalty: 4719.782715
	Iteration 49Q: 3 clusters Score -1412483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1412488.500000 Penalty: 4719.782715
	Iteration 50Q: 3 clusters Score -1412488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1412497.625000 Penalty: 4719.782715
	Iteration 51Q: 3 clusters Score -1412498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1412506.125000 Penalty: 4719.782715
	Iteration 52Q: 3 clusters Score -1412506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1412519.125000 Penalty: 4719.782715
	Iteration 53Q: 3 clusters Score -1412519 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1412533.750000 Penalty: 4719.782715
	Iteration 54Q: 3 clusters Score -1412534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1412544.375000 Penalty: 4719.782715
	Iteration 55Q: 3 clusters Score -1412544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1412551.125000 Penalty: 4719.782715
	Iteration 56Q: 3 clusters Score -1412551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1412560.750000 Penalty: 4719.782715
	Iteration 57Q: 3 clusters Score -1412561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1412570.500000 Penalty: 4719.782715
	Iteration 58Q: 3 clusters Score -1412570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1412575.875000 Penalty: 4719.782715
	Iteration 59Q: 3 clusters Score -1412576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1412588.000000 Penalty: 4719.782715
	Iteration 60F: 3 clusters Score -1412588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1412592.375000 Penalty: 4719.782715
	Iteration 61Q: 3 clusters Score -1412592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1412603.750000 Penalty: 4719.782715
	Iteration 62Q: 3 clusters Score -1412604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1412606.750000 Penalty: 4719.782715
	Iteration 63Q: 3 clusters Score -1412607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1412609.500000 Penalty: 4719.782715
	Iteration 64Q: 3 clusters Score -1412610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1412615.375000 Penalty: 4719.782715
	Iteration 65Q: 3 clusters Score -1412615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1412618.875000 Penalty: 4719.782715
	Iteration 66Q: 3 clusters Score -1412619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1412621.625000 Penalty: 4719.782715
	Iteration 67Q: 3 clusters Score -1412622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1412626.500000 Penalty: 4719.782715
	Iteration 68Q: 3 clusters Score -1412626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1412628.250000 Penalty: 4719.782715
	Iteration 69Q: 3 clusters Score -1412628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1412637.000000 Penalty: 4719.782715
	Iteration 70Q: 3 clusters Score -1412637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1412643.750000 Penalty: 4719.782715
	Iteration 71Q: 3 clusters Score -1412644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1412652.750000 Penalty: 4719.782715
	Iteration 72Q: 3 clusters Score -1412653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1412662.375000 Penalty: 4719.782715
	Iteration 73Q: 3 clusters Score -1412662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1412665.000000 Penalty: 4719.782715
	Iteration 74Q: 3 clusters Score -1412665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1412670.000000 Penalty: 4719.782715
	Iteration 75Q: 3 clusters Score -1412670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1412674.000000 Penalty: 4719.782715
	Iteration 76Q: 3 clusters Score -1412674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1412677.375000 Penalty: 4719.782715
	Iteration 77Q: 3 clusters Score -1412677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1412682.750000 Penalty: 4719.782715
	Iteration 78Q: 3 clusters Score -1412683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1412685.000000 Penalty: 4719.782715
	Iteration 79Q: 3 clusters Score -1412685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1412689.000000 Penalty: 4719.782715
	Iteration 80F: 3 clusters Score -1412689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1412694.375000 Penalty: 4719.782715
	Iteration 81Q: 3 clusters Score -1412694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1412705.875000 Penalty: 4719.782715
	Iteration 82Q: 3 clusters Score -1412706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1412712.500000 Penalty: 4719.782715
	Iteration 83Q: 3 clusters Score -1412712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1412720.875000 Penalty: 4719.782715
	Iteration 84Q: 3 clusters Score -1412721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1412730.625000 Penalty: 4719.782715
	Iteration 85Q: 3 clusters Score -1412731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1412733.125000 Penalty: 4719.782715
	Iteration 86Q: 3 clusters Score -1412733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1412740.250000 Penalty: 4719.782715
	Iteration 87Q: 3 clusters Score -1412740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1412748.250000 Penalty: 4719.782715
	Iteration 88Q: 3 clusters Score -1412748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1412757.625000 Penalty: 4719.782715
	Iteration 89Q: 3 clusters Score -1412758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1412762.750000 Penalty: 4719.782715
	Iteration 90Q: 3 clusters Score -1412763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1412774.750000 Penalty: 4719.782715
	Iteration 91Q: 3 clusters Score -1412775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1412780.000000 Penalty: 4719.782715
	Iteration 92Q: 3 clusters Score -1412780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1412786.000000 Penalty: 4719.782715
	Iteration 93Q: 3 clusters Score -1412786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1412786.500000 Penalty: 4719.782715
	Iteration 94Q: 3 clusters Score -1412786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1412791.875000 Penalty: 4719.782715
	Iteration 95Q: 3 clusters Score -1412792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1412794.000000 Penalty: 4719.782715
	Iteration 96Q: 3 clusters Score -1412794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1412797.375000 Penalty: 4719.782715
	Iteration 97Q: 3 clusters Score -1412797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1412799.125000 Penalty: 4719.782715
	Iteration 98Q: 3 clusters Score -1412799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1412802.750000 Penalty: 4719.782715
	Iteration 99Q: 3 clusters Score -1412803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1412810.750000 Penalty: 4719.782715
	Iteration 100F: 3 clusters Score -1412811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1412817.500000 Penalty: 4719.782715
	Iteration 101Q: 3 clusters Score -1412818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1412821.000000 Penalty: 4719.782715
	Iteration 102Q: 3 clusters Score -1412821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1412832.250000 Penalty: 4719.782715
	Iteration 103Q: 3 clusters Score -1412832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1412841.125000 Penalty: 4719.782715
	Iteration 104Q: 3 clusters Score -1412841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1412851.375000 Penalty: 4719.782715
	Iteration 105Q: 3 clusters Score -1412851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1412856.625000 Penalty: 4719.782715
	Iteration 106Q: 3 clusters Score -1412857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1412860.375000 Penalty: 4719.782715
	Iteration 107Q: 3 clusters Score -1412860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1412865.375000 Penalty: 4719.782715
	Iteration 108Q: 3 clusters Score -1412865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1412870.625000 Penalty: 4719.782715
	Iteration 109Q: 3 clusters Score -1412871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1412873.375000 Penalty: 4719.782715
	Iteration 110Q: 3 clusters Score -1412873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1412875.625000 Penalty: 4719.782715
	Iteration 111Q: 3 clusters Score -1412876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1412875.750000 Penalty: 4719.782715
	Iteration 112Q: 3 clusters Score -1412876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1412873.000000 Penalty: 4719.782715
	Iteration 113Q: 3 clusters Score -1412873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1412874.125000 Penalty: 4719.782715
	Iteration 114Q: 3 clusters Score -1412874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1412875.500000 Penalty: 4719.782715
	Iteration 115Q: 3 clusters Score -1412876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1412875.500000 Penalty: 4719.782715
	Iteration 116F: 3 clusters Score -1412876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Entering Unmasked Estep 
Score: -2049846.625000 Penalty: 2465.003418
	Iteration 0F: 2 clusters Score -2049847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2035351.250000 Penalty: 4930.006836
	Iteration 0F: 3 clusters Score -2035351 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2040232.375000 Penalty: 4930.006836
	Iteration 1F: 3 clusters Score -2040232 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2040671.125000 Penalty: 4930.006836
	Iteration 2F: 3 clusters Score -2040671 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2041126.375000 Penalty: 4930.006836
	Iteration 3Q: 3 clusters Score -2041126 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2041696.000000 Penalty: 4930.006836
	Iteration 4F: 3 clusters Score -2041696 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2042444.625000 Penalty: 4930.006836
	Iteration 5F: 3 clusters Score -2042445 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2043437.875000 Penalty: 4930.006836
	Iteration 6F: 3 clusters Score -2043438 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2044544.125000 Penalty: 4930.006836
	Iteration 7F: 3 clusters Score -2044544 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2045595.250000 Penalty: 4930.006836
	Iteration 8F: 3 clusters Score -2045595 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2046450.750000 Penalty: 4930.006836
	Iteration 9Q: 3 clusters Score -2046451 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2046989.375000 Penalty: 4930.006836
	Iteration 10Q: 3 clusters Score -2046989 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2047306.625000 Penalty: 4930.006836
	Iteration 11Q: 3 clusters Score -2047307 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2047458.375000 Penalty: 4930.006836
	Iteration 12Q: 3 clusters Score -2047458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2047541.250000 Penalty: 4930.006836
	Iteration 13Q: 3 clusters Score -2047541 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2047590.875000 Penalty: 4930.006836
	Iteration 14Q: 3 clusters Score -2047591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2047624.125000 Penalty: 4930.006836
	Iteration 15Q: 3 clusters Score -2047624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2047646.125000 Penalty: 4930.006836
	Iteration 16Q: 3 clusters Score -2047646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2047663.000000 Penalty: 4930.006836
	Iteration 17Q: 3 clusters Score -2047663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2047677.875000 Penalty: 4930.006836
	Iteration 18Q: 3 clusters Score -2047678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2047686.125000 Penalty: 4930.006836
	Iteration 19Q: 3 clusters Score -2047686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2047691.375000 Penalty: 4930.006836
	Iteration 20F: 3 clusters Score -2047691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2047696.625000 Penalty: 4930.006836
	Iteration 21Q: 3 clusters Score -2047697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2047700.875000 Penalty: 4930.006836
	Iteration 22Q: 3 clusters Score -2047701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2047700.875000 Penalty: 4930.006836
	Iteration 23F: 3 clusters Score -2047701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (45115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Entering Unmasked Estep 
Score: -4595415.500000 Penalty: 2657.808594
	Iteration 0F: 2 clusters Score -4595416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -4564949.500000 Penalty: 5315.617188
	Iteration 0F: 3 clusters Score -4564950 nChanged 20757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -4576233.500000 Penalty: 5315.617188
	Iteration 1F: 3 clusters Score -4576234 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -4576878.500000 Penalty: 5315.617188
	Iteration 2Q: 3 clusters Score -4576878 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4577480.000000 Penalty: 5315.617188
	Iteration 3Q: 3 clusters Score -4577480 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4578126.000000 Penalty: 5315.617188
	Iteration 4Q: 3 clusters Score -4578126 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -4578854.000000 Penalty: 5315.617188
	Iteration 5Q: 3 clusters Score -4578854 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -4579697.500000 Penalty: 5315.617188
	Iteration 6Q: 3 clusters Score -4579698 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -4580739.000000 Penalty: 5315.617188
	Iteration 7Q: 3 clusters Score -4580739 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -4582213.500000 Penalty: 5315.617188
	Iteration 8F: 3 clusters Score -4582214 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -4584118.000000 Penalty: 5315.617188
	Iteration 9F: 3 clusters Score -4584118 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4586329.000000 Penalty: 5315.617188
	Iteration 10F: 3 clusters Score -4586329 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -4588299.500000 Penalty: 5315.617188
	Iteration 11F: 3 clusters Score -4588300 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -4589739.500000 Penalty: 5315.617188
	Iteration 12Q: 3 clusters Score -4589740 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -4590670.500000 Penalty: 5315.617188
	Iteration 13Q: 3 clusters Score -4590670 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -4591292.500000 Penalty: 5315.617188
	Iteration 14Q: 3 clusters Score -4591292 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -4591762.000000 Penalty: 5315.617188
	Iteration 15Q: 3 clusters Score -4591762 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4592052.500000 Penalty: 5315.617188
	Iteration 16Q: 3 clusters Score -4592052 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4592277.000000 Penalty: 5315.617188
	Iteration 17Q: 3 clusters Score -4592277 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4592449.500000 Penalty: 5315.617188
	Iteration 18Q: 3 clusters Score -4592450 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4592582.000000 Penalty: 5315.617188
	Iteration 19Q: 3 clusters Score -4592582 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4592693.500000 Penalty: 5315.617188
	Iteration 20F: 3 clusters Score -4592694 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4592808.000000 Penalty: 5315.617188
	Iteration 21Q: 3 clusters Score -4592808 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4592887.000000 Penalty: 5315.617188
	Iteration 22Q: 3 clusters Score -4592887 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4592925.500000 Penalty: 5315.617188
	Iteration 23Q: 3 clusters Score -4592926 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4592973.500000 Penalty: 5315.617188
	Iteration 24Q: 3 clusters Score -4592974 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4593011.500000 Penalty: 5315.617188
	Iteration 25Q: 3 clusters Score -4593012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4593045.000000 Penalty: 5315.617188
	Iteration 26Q: 3 clusters Score -4593045 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4593074.000000 Penalty: 5315.617188
	Iteration 27Q: 3 clusters Score -4593074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4593098.500000 Penalty: 5315.617188
	Iteration 28Q: 3 clusters Score -4593098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4593117.000000 Penalty: 5315.617188
	Iteration 29Q: 3 clusters Score -4593117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4593140.500000 Penalty: 5315.617188
	Iteration 30Q: 3 clusters Score -4593140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4593158.000000 Penalty: 5315.617188
	Iteration 31Q: 3 clusters Score -4593158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4593177.500000 Penalty: 5315.617188
	Iteration 32Q: 3 clusters Score -4593178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4593193.000000 Penalty: 5315.617188
	Iteration 33Q: 3 clusters Score -4593193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4593214.000000 Penalty: 5315.617188
	Iteration 34Q: 3 clusters Score -4593214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4593214.500000 Penalty: 5315.617188
	Iteration 35Q: 3 clusters Score -4593214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4593225.500000 Penalty: 5315.617188
	Iteration 36Q: 3 clusters Score -4593226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4593235.500000 Penalty: 5315.617188
	Iteration 37Q: 3 clusters Score -4593236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4593252.000000 Penalty: 5315.617188
	Iteration 38Q: 3 clusters Score -4593252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4593246.500000 Penalty: 5315.617188
	Iteration 39Q: 3 clusters Score -4593246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4593248.000000 Penalty: 5315.617188
	Iteration 40F: 3 clusters Score -4593248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4593250.000000 Penalty: 5315.617188
	Iteration 41Q: 3 clusters Score -4593250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4593259.000000 Penalty: 5315.617188
	Iteration 42Q: 3 clusters Score -4593259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4593272.500000 Penalty: 5315.617188
	Iteration 43Q: 3 clusters Score -4593272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4593280.000000 Penalty: 5315.617188
	Iteration 44Q: 3 clusters Score -4593280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4593281.500000 Penalty: 5315.617188
	Iteration 45Q: 3 clusters Score -4593282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4593281.500000 Penalty: 5315.617188
	Iteration 46Q: 3 clusters Score -4593282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4593288.500000 Penalty: 5315.617188
	Iteration 47Q: 3 clusters Score -4593288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4593289.500000 Penalty: 5315.617188
	Iteration 48Q: 3 clusters Score -4593290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4593291.500000 Penalty: 5315.617188
	Iteration 49Q: 3 clusters Score -4593292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4593289.000000 Penalty: 5315.617188
	Iteration 50Q: 3 clusters Score -4593289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4593290.000000 Penalty: 5315.617188
	Iteration 51Q: 3 clusters Score -4593290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4593289.000000 Penalty: 5315.617188
	Iteration 52Q: 3 clusters Score -4593289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4593289.000000 Penalty: 5315.617188
	Iteration 53Q: 3 clusters Score -4593289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4593291.000000 Penalty: 5315.617188
	Iteration 54Q: 3 clusters Score -4593291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4593291.000000 Penalty: 5315.617188
	Iteration 55F: 3 clusters Score -4593291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Entering Unmasked Estep 
Score: -3259762.500000 Penalty: 2599.482666
	Iteration 0F: 2 clusters Score -3259762 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 17966 members 
Entering Unmasked Estep 
Score: -3235647.000000 Penalty: 5198.965332
	Iteration 0F: 3 clusters Score -3235647 nChanged 16212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -3244617.500000 Penalty: 5198.965332
	Iteration 1F: 3 clusters Score -3244618 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -3245293.500000 Penalty: 5198.965332
	Iteration 2Q: 3 clusters Score -3245294 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3245978.000000 Penalty: 5198.965332
	Iteration 3Q: 3 clusters Score -3245978 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -3246782.500000 Penalty: 5198.965332
	Iteration 4Q: 3 clusters Score -3246782 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3247760.250000 Penalty: 5198.965332
	Iteration 5F: 3 clusters Score -3247760 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -3249040.750000 Penalty: 5198.965332
	Iteration 6F: 3 clusters Score -3249041 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3250437.250000 Penalty: 5198.965332
	Iteration 7F: 3 clusters Score -3250437 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3251887.500000 Penalty: 5198.965332
	Iteration 8F: 3 clusters Score -3251888 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -3253253.750000 Penalty: 5198.965332
	Iteration 9Q: 3 clusters Score -3253254 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -3254372.500000 Penalty: 5198.965332
	Iteration 10Q: 3 clusters Score -3254372 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -3255193.000000 Penalty: 5198.965332
	Iteration 11Q: 3 clusters Score -3255193 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -3255854.500000 Penalty: 5198.965332
	Iteration 12Q: 3 clusters Score -3255854 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -3256341.000000 Penalty: 5198.965332
	Iteration 13Q: 3 clusters Score -3256341 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -3256771.750000 Penalty: 5198.965332
	Iteration 14Q: 3 clusters Score -3256772 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -3257064.750000 Penalty: 5198.965332
	Iteration 15Q: 3 clusters Score -3257065 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -3257295.500000 Penalty: 5198.965332
	Iteration 16Q: 3 clusters Score -3257296 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -3257460.500000 Penalty: 5198.965332
	Iteration 17Q: 3 clusters Score -3257460 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -3257570.500000 Penalty: 5198.965332
	Iteration 18Q: 3 clusters Score -3257570 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -3257689.500000 Penalty: 5198.965332
	Iteration 19Q: 3 clusters Score -3257690 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -3257748.750000 Penalty: 5198.965332
	Iteration 20F: 3 clusters Score -3257749 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -3257793.250000 Penalty: 5198.965332
	Iteration 21Q: 3 clusters Score -3257793 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -3257830.750000 Penalty: 5198.965332
	Iteration 22Q: 3 clusters Score -3257831 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -3257861.000000 Penalty: 5198.965332
	Iteration 23Q: 3 clusters Score -3257861 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -3257878.000000 Penalty: 5198.965332
	Iteration 24Q: 3 clusters Score -3257878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -3257888.000000 Penalty: 5198.965332
	Iteration 25Q: 3 clusters Score -3257888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -3257905.500000 Penalty: 5198.965332
	Iteration 26Q: 3 clusters Score -3257906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -3257918.750000 Penalty: 5198.965332
	Iteration 27Q: 3 clusters Score -3257919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -3257944.000000 Penalty: 5198.965332
	Iteration 28Q: 3 clusters Score -3257944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -3257950.750000 Penalty: 5198.965332
	Iteration 29Q: 3 clusters Score -3257951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -3257952.500000 Penalty: 5198.965332
	Iteration 30Q: 3 clusters Score -3257952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -3257956.000000 Penalty: 5198.965332
	Iteration 31Q: 3 clusters Score -3257956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -3257958.250000 Penalty: 5198.965332
	Iteration 32Q: 3 clusters Score -3257958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -3257960.500000 Penalty: 5198.965332
	Iteration 33Q: 3 clusters Score -3257960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -3257961.750000 Penalty: 5198.965332
	Iteration 34Q: 3 clusters Score -3257962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -3257967.250000 Penalty: 5198.965332
	Iteration 35Q: 3 clusters Score -3257967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -3257969.000000 Penalty: 5198.965332
	Iteration 36Q: 3 clusters Score -3257969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -3257965.000000 Penalty: 5198.965332
	Iteration 37Q: 3 clusters Score -3257965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -3257967.750000 Penalty: 5198.965332
	Iteration 38Q: 3 clusters Score -3257968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -3257968.000000 Penalty: 5198.965332
	Iteration 39Q: 3 clusters Score -3257968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -3257970.250000 Penalty: 5198.965332
	Iteration 40F: 3 clusters Score -3257970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -3257972.250000 Penalty: 5198.965332
	Iteration 41Q: 3 clusters Score -3257972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -3257977.500000 Penalty: 5198.965332
	Iteration 42Q: 3 clusters Score -3257978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -3257977.750000 Penalty: 5198.965332
	Iteration 43Q: 3 clusters Score -3257978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -3257979.750000 Penalty: 5198.965332
	Iteration 44Q: 3 clusters Score -3257980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -3257982.250000 Penalty: 5198.965332
	Iteration 45Q: 3 clusters Score -3257982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -3257976.750000 Penalty: 5198.965332
	Iteration 46Q: 3 clusters Score -3257977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -3257976.750000 Penalty: 5198.965332
	Iteration 47F: 3 clusters Score -3257977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Entering Unmasked Estep 
Score: -1084801.750000 Penalty: 2313.727051
	Iteration 0F: 2 clusters Score -1084802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1076291.250000 Penalty: 4627.454102
	Iteration 0F: 3 clusters Score -1076291 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1079490.375000 Penalty: 4627.454102
	Iteration 1F: 3 clusters Score -1079490 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1080380.250000 Penalty: 4627.454102
	Iteration 2F: 3 clusters Score -1080380 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1081017.875000 Penalty: 4627.454102
	Iteration 3F: 3 clusters Score -1081018 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1081440.875000 Penalty: 4627.454102
	Iteration 4F: 3 clusters Score -1081441 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1081691.000000 Penalty: 4627.454102
	Iteration 5Q: 3 clusters Score -1081691 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1081885.625000 Penalty: 4627.454102
	Iteration 6Q: 3 clusters Score -1081886 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1082048.250000 Penalty: 4627.454102
	Iteration 7Q: 3 clusters Score -1082048 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1082193.250000 Penalty: 4627.454102
	Iteration 8Q: 3 clusters Score -1082193 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1082338.250000 Penalty: 4627.454102
	Iteration 9Q: 3 clusters Score -1082338 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1082474.125000 Penalty: 4627.454102
	Iteration 10Q: 3 clusters Score -1082474 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1082604.875000 Penalty: 4627.454102
	Iteration 11Q: 3 clusters Score -1082605 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1082738.375000 Penalty: 4627.454102
	Iteration 12Q: 3 clusters Score -1082738 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1082911.625000 Penalty: 4627.454102
	Iteration 13Q: 3 clusters Score -1082912 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1083136.000000 Penalty: 4627.454102
	Iteration 14Q: 3 clusters Score -1083136 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1083372.500000 Penalty: 4627.454102
	Iteration 15Q: 3 clusters Score -1083372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1083515.250000 Penalty: 4627.454102
	Iteration 16Q: 3 clusters Score -1083515 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1083609.000000 Penalty: 4627.454102
	Iteration 17Q: 3 clusters Score -1083609 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1083662.000000 Penalty: 4627.454102
	Iteration 18Q: 3 clusters Score -1083662 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1083686.750000 Penalty: 4627.454102
	Iteration 19Q: 3 clusters Score -1083687 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1083704.750000 Penalty: 4627.454102
	Iteration 20F: 3 clusters Score -1083705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1083719.375000 Penalty: 4627.454102
	Iteration 21Q: 3 clusters Score -1083719 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1083730.375000 Penalty: 4627.454102
	Iteration 22Q: 3 clusters Score -1083730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1083739.125000 Penalty: 4627.454102
	Iteration 23Q: 3 clusters Score -1083739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1083751.375000 Penalty: 4627.454102
	Iteration 24Q: 3 clusters Score -1083751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1083756.375000 Penalty: 4627.454102
	Iteration 25Q: 3 clusters Score -1083756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1083758.000000 Penalty: 4627.454102
	Iteration 26Q: 3 clusters Score -1083758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1083764.500000 Penalty: 4627.454102
	Iteration 27Q: 3 clusters Score -1083764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1083766.250000 Penalty: 4627.454102
	Iteration 28Q: 3 clusters Score -1083766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1083768.625000 Penalty: 4627.454102
	Iteration 29Q: 3 clusters Score -1083769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1083768.375000 Penalty: 4627.454102
	Iteration 30Q: 3 clusters Score -1083768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1083772.750000 Penalty: 4627.454102
	Iteration 31Q: 3 clusters Score -1083773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1083772.125000 Penalty: 4627.454102
	Iteration 32Q: 3 clusters Score -1083772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1083774.500000 Penalty: 4627.454102
	Iteration 33Q: 3 clusters Score -1083774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1083776.000000 Penalty: 4627.454102
	Iteration 34Q: 3 clusters Score -1083776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1083776.375000 Penalty: 4627.454102
	Iteration 35Q: 3 clusters Score -1083776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1083777.125000 Penalty: 4627.454102
	Iteration 36Q: 3 clusters Score -1083777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1083776.875000 Penalty: 4627.454102
	Iteration 37Q: 3 clusters Score -1083777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1083778.750000 Penalty: 4627.454102
	Iteration 38Q: 3 clusters Score -1083779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1083777.875000 Penalty: 4627.454102
	Iteration 39Q: 3 clusters Score -1083778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1083776.875000 Penalty: 4627.454102
	Iteration 40F: 3 clusters Score -1083777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1083780.250000 Penalty: 4627.454102
	Iteration 41Q: 3 clusters Score -1083780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1083782.625000 Penalty: 4627.454102
	Iteration 42Q: 3 clusters Score -1083783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1083782.625000 Penalty: 4627.454102
	Iteration 43F: 3 clusters Score -1083783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Entering Unmasked Estep 
Score: -927670.437500 Penalty: 2267.310791
	Iteration 0F: 2 clusters Score -927670.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -920386.937500 Penalty: 4534.621582
	Iteration 0F: 3 clusters Score -920386.9 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -922462.312500 Penalty: 4534.621582
	Iteration 1F: 3 clusters Score -922462.3 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -922863.625000 Penalty: 4534.621582
	Iteration 2F: 3 clusters Score -922863.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -923237.000000 Penalty: 4534.621582
	Iteration 3F: 3 clusters Score -923237 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -923644.250000 Penalty: 4534.621582
	Iteration 4F: 3 clusters Score -923644.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -924014.125000 Penalty: 4534.621582
	Iteration 5F: 3 clusters Score -924014.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -924397.750000 Penalty: 4534.621582
	Iteration 6F: 3 clusters Score -924397.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -924775.500000 Penalty: 4534.621582
	Iteration 7F: 3 clusters Score -924775.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -925112.125000 Penalty: 4534.621582
	Iteration 8Q: 3 clusters Score -925112.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -925429.500000 Penalty: 4534.621582
	Iteration 9Q: 3 clusters Score -925429.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -925733.062500 Penalty: 4534.621582
	Iteration 10Q: 3 clusters Score -925733.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -926046.062500 Penalty: 4534.621582
	Iteration 11Q: 3 clusters Score -926046.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -926315.937500 Penalty: 4534.621582
	Iteration 12Q: 3 clusters Score -926315.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -926513.625000 Penalty: 4534.621582
	Iteration 13Q: 3 clusters Score -926513.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -926657.187500 Penalty: 4534.621582
	Iteration 14Q: 3 clusters Score -926657.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -926748.125000 Penalty: 4534.621582
	Iteration 15Q: 3 clusters Score -926748.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -926800.625000 Penalty: 4534.621582
	Iteration 16Q: 3 clusters Score -926800.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -926822.375000 Penalty: 4534.621582
	Iteration 17Q: 3 clusters Score -926822.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -926838.562500 Penalty: 4534.621582
	Iteration 18Q: 3 clusters Score -926838.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -926841.250000 Penalty: 4534.621582
	Iteration 19Q: 3 clusters Score -926841.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -926847.375000 Penalty: 4534.621582
	Iteration 20F: 3 clusters Score -926847.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -926848.125000 Penalty: 4534.621582
	Iteration 21Q: 3 clusters Score -926848.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -926847.187500 Penalty: 4534.621582
	Iteration 22Q: 3 clusters Score -926847.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -926851.375000 Penalty: 4534.621582
	Iteration 23Q: 3 clusters Score -926851.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -926851.000000 Penalty: 4534.621582
	Iteration 24Q: 3 clusters Score -926851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -926851.437500 Penalty: 4534.621582
	Iteration 25Q: 3 clusters Score -926851.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -926851.437500 Penalty: 4534.621582
	Iteration 26F: 3 clusters Score -926851.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Entering Unmasked Estep 
Score: -1323033.500000 Penalty: 2349.897461
	Iteration 0F: 2 clusters Score -1323034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1313451.250000 Penalty: 4699.794922
	Iteration 0F: 3 clusters Score -1313451 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1316524.375000 Penalty: 4699.794922
	Iteration 1F: 3 clusters Score -1316524 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1316998.750000 Penalty: 4699.794922
	Iteration 2F: 3 clusters Score -1316999 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1317439.625000 Penalty: 4699.794922
	Iteration 3F: 3 clusters Score -1317440 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1317880.250000 Penalty: 4699.794922
	Iteration 4F: 3 clusters Score -1317880 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1318355.250000 Penalty: 4699.794922
	Iteration 5F: 3 clusters Score -1318355 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1318809.125000 Penalty: 4699.794922
	Iteration 6F: 3 clusters Score -1318809 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1319209.000000 Penalty: 4699.794922
	Iteration 7Q: 3 clusters Score -1319209 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1319512.625000 Penalty: 4699.794922
	Iteration 8Q: 3 clusters Score -1319513 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1319748.375000 Penalty: 4699.794922
	Iteration 9Q: 3 clusters Score -1319748 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1319969.500000 Penalty: 4699.794922
	Iteration 10Q: 3 clusters Score -1319970 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1320161.250000 Penalty: 4699.794922
	Iteration 11Q: 3 clusters Score -1320161 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1320315.000000 Penalty: 4699.794922
	Iteration 12Q: 3 clusters Score -1320315 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1320453.875000 Penalty: 4699.794922
	Iteration 13Q: 3 clusters Score -1320454 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1320555.000000 Penalty: 4699.794922
	Iteration 14Q: 3 clusters Score -1320555 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1320645.250000 Penalty: 4699.794922
	Iteration 15Q: 3 clusters Score -1320645 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1320711.250000 Penalty: 4699.794922
	Iteration 16Q: 3 clusters Score -1320711 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1320776.500000 Penalty: 4699.794922
	Iteration 17Q: 3 clusters Score -1320776 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1320839.625000 Penalty: 4699.794922
	Iteration 18Q: 3 clusters Score -1320840 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1320911.250000 Penalty: 4699.794922
	Iteration 19Q: 3 clusters Score -1320911 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1320986.625000 Penalty: 4699.794922
	Iteration 20F: 3 clusters Score -1320987 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1321060.250000 Penalty: 4699.794922
	Iteration 21Q: 3 clusters Score -1321060 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1321117.125000 Penalty: 4699.794922
	Iteration 22Q: 3 clusters Score -1321117 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1321182.000000 Penalty: 4699.794922
	Iteration 23Q: 3 clusters Score -1321182 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1321227.500000 Penalty: 4699.794922
	Iteration 24Q: 3 clusters Score -1321228 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1321280.375000 Penalty: 4699.794922
	Iteration 25Q: 3 clusters Score -1321280 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1321326.875000 Penalty: 4699.794922
	Iteration 26Q: 3 clusters Score -1321327 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1321361.625000 Penalty: 4699.794922
	Iteration 27Q: 3 clusters Score -1321362 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1321392.875000 Penalty: 4699.794922
	Iteration 28Q: 3 clusters Score -1321393 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1321419.625000 Penalty: 4699.794922
	Iteration 29Q: 3 clusters Score -1321420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1321442.625000 Penalty: 4699.794922
	Iteration 30Q: 3 clusters Score -1321443 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1321454.125000 Penalty: 4699.794922
	Iteration 31Q: 3 clusters Score -1321454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1321473.375000 Penalty: 4699.794922
	Iteration 32Q: 3 clusters Score -1321473 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1321498.500000 Penalty: 4699.794922
	Iteration 33Q: 3 clusters Score -1321498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1321524.875000 Penalty: 4699.794922
	Iteration 34Q: 3 clusters Score -1321525 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1321555.750000 Penalty: 4699.794922
	Iteration 35Q: 3 clusters Score -1321556 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1321582.375000 Penalty: 4699.794922
	Iteration 36Q: 3 clusters Score -1321582 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1321614.250000 Penalty: 4699.794922
	Iteration 37Q: 3 clusters Score -1321614 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1321655.125000 Penalty: 4699.794922
	Iteration 38Q: 3 clusters Score -1321655 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1321697.625000 Penalty: 4699.794922
	Iteration 39Q: 3 clusters Score -1321698 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1321728.375000 Penalty: 4699.794922
	Iteration 40F: 3 clusters Score -1321728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1321748.375000 Penalty: 4699.794922
	Iteration 41Q: 3 clusters Score -1321748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1321755.125000 Penalty: 4699.794922
	Iteration 42Q: 3 clusters Score -1321755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1321768.500000 Penalty: 4699.794922
	Iteration 43Q: 3 clusters Score -1321768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1321771.000000 Penalty: 4699.794922
	Iteration 44Q: 3 clusters Score -1321771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1321779.125000 Penalty: 4699.794922
	Iteration 45Q: 3 clusters Score -1321779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1321784.500000 Penalty: 4699.794922
	Iteration 46Q: 3 clusters Score -1321784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1321792.250000 Penalty: 4699.794922
	Iteration 47Q: 3 clusters Score -1321792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1321797.750000 Penalty: 4699.794922
	Iteration 48Q: 3 clusters Score -1321798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1321800.250000 Penalty: 4699.794922
	Iteration 49Q: 3 clusters Score -1321800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1321803.875000 Penalty: 4699.794922
	Iteration 50Q: 3 clusters Score -1321804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1321810.875000 Penalty: 4699.794922
	Iteration 51Q: 3 clusters Score -1321811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1321812.625000 Penalty: 4699.794922
	Iteration 52Q: 3 clusters Score -1321813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1321813.750000 Penalty: 4699.794922
	Iteration 53Q: 3 clusters Score -1321814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1321815.250000 Penalty: 4699.794922
	Iteration 54Q: 3 clusters Score -1321815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1321817.375000 Penalty: 4699.794922
	Iteration 55Q: 3 clusters Score -1321817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1321814.875000 Penalty: 4699.794922
	Iteration 56Q: 3 clusters Score -1321815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1321817.500000 Penalty: 4699.794922
	Iteration 57Q: 3 clusters Score -1321818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1321818.375000 Penalty: 4699.794922
	Iteration 58Q: 3 clusters Score -1321818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1321819.000000 Penalty: 4699.794922
	Iteration 59Q: 3 clusters Score -1321819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1321818.125000 Penalty: 4699.794922
	Iteration 60F: 3 clusters Score -1321818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1321818.375000 Penalty: 4699.794922
	Iteration 61Q: 3 clusters Score -1321818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1321818.375000 Penalty: 4699.794922
	Iteration 62F: 3 clusters Score -1321818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Entering Unmasked Estep 
Score: -719111.375000 Penalty: 2214.401367
	Iteration 0F: 2 clusters Score -719111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -712960.750000 Penalty: 4428.802734
	Iteration 0F: 3 clusters Score -712960.8 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -714639.437500 Penalty: 4428.802734
	Iteration 1F: 3 clusters Score -714639.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -714985.812500 Penalty: 4428.802734
	Iteration 2F: 3 clusters Score -714985.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -715216.562500 Penalty: 4428.802734
	Iteration 3F: 3 clusters Score -715216.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -715384.937500 Penalty: 4428.802734
	Iteration 4Q: 3 clusters Score -715384.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -715528.187500 Penalty: 4428.802734
	Iteration 5Q: 3 clusters Score -715528.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -715654.062500 Penalty: 4428.802734
	Iteration 6Q: 3 clusters Score -715654.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -715771.125000 Penalty: 4428.802734
	Iteration 7Q: 3 clusters Score -715771.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -715885.000000 Penalty: 4428.802734
	Iteration 8Q: 3 clusters Score -715885 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -716000.312500 Penalty: 4428.802734
	Iteration 9Q: 3 clusters Score -716000.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -716144.812500 Penalty: 4428.802734
	Iteration 10Q: 3 clusters Score -716144.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -716291.875000 Penalty: 4428.802734
	Iteration 11Q: 3 clusters Score -716291.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -716458.250000 Penalty: 4428.802734
	Iteration 12Q: 3 clusters Score -716458.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -716631.625000 Penalty: 4428.802734
	Iteration 13Q: 3 clusters Score -716631.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -716806.625000 Penalty: 4428.802734
	Iteration 14Q: 3 clusters Score -716806.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -716976.125000 Penalty: 4428.802734
	Iteration 15Q: 3 clusters Score -716976.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -717137.812500 Penalty: 4428.802734
	Iteration 16Q: 3 clusters Score -717137.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -717268.750000 Penalty: 4428.802734
	Iteration 17Q: 3 clusters Score -717268.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -717385.187500 Penalty: 4428.802734
	Iteration 18Q: 3 clusters Score -717385.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -717484.625000 Penalty: 4428.802734
	Iteration 19Q: 3 clusters Score -717484.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -717562.937500 Penalty: 4428.802734
	Iteration 20F: 3 clusters Score -717562.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -717621.750000 Penalty: 4428.802734
	Iteration 21Q: 3 clusters Score -717621.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -717670.562500 Penalty: 4428.802734
	Iteration 22Q: 3 clusters Score -717670.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -717718.937500 Penalty: 4428.802734
	Iteration 23Q: 3 clusters Score -717718.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -717758.937500 Penalty: 4428.802734
	Iteration 24Q: 3 clusters Score -717758.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -717797.187500 Penalty: 4428.802734
	Iteration 25Q: 3 clusters Score -717797.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -717821.625000 Penalty: 4428.802734
	Iteration 26Q: 3 clusters Score -717821.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -717838.750000 Penalty: 4428.802734
	Iteration 27Q: 3 clusters Score -717838.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -717856.812500 Penalty: 4428.802734
	Iteration 28Q: 3 clusters Score -717856.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -717870.312500 Penalty: 4428.802734
	Iteration 29Q: 3 clusters Score -717870.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -717885.125000 Penalty: 4428.802734
	Iteration 30Q: 3 clusters Score -717885.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -717903.437500 Penalty: 4428.802734
	Iteration 31Q: 3 clusters Score -717903.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -717920.562500 Penalty: 4428.802734
	Iteration 32Q: 3 clusters Score -717920.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -717933.812500 Penalty: 4428.802734
	Iteration 33Q: 3 clusters Score -717933.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -717941.000000 Penalty: 4428.802734
	Iteration 34Q: 3 clusters Score -717941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -717951.000000 Penalty: 4428.802734
	Iteration 35Q: 3 clusters Score -717951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -717959.000000 Penalty: 4428.802734
	Iteration 36Q: 3 clusters Score -717959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -717974.812500 Penalty: 4428.802734
	Iteration 37Q: 3 clusters Score -717974.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -717990.062500 Penalty: 4428.802734
	Iteration 38Q: 3 clusters Score -717990.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -717998.312500 Penalty: 4428.802734
	Iteration 39Q: 3 clusters Score -717998.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -718013.187500 Penalty: 4428.802734
	Iteration 40F: 3 clusters Score -718013.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -718023.187500 Penalty: 4428.802734
	Iteration 41Q: 3 clusters Score -718023.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -718036.000000 Penalty: 4428.802734
	Iteration 42Q: 3 clusters Score -718036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -718047.437500 Penalty: 4428.802734
	Iteration 43Q: 3 clusters Score -718047.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -718061.000000 Penalty: 4428.802734
	Iteration 44Q: 3 clusters Score -718061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -718070.625000 Penalty: 4428.802734
	Iteration 45Q: 3 clusters Score -718070.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -718078.500000 Penalty: 4428.802734
	Iteration 46Q: 3 clusters Score -718078.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -718084.812500 Penalty: 4428.802734
	Iteration 47Q: 3 clusters Score -718084.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -718092.750000 Penalty: 4428.802734
	Iteration 48Q: 3 clusters Score -718092.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -718096.812500 Penalty: 4428.802734
	Iteration 49Q: 3 clusters Score -718096.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -718098.187500 Penalty: 4428.802734
	Iteration 50Q: 3 clusters Score -718098.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -718102.062500 Penalty: 4428.802734
	Iteration 51Q: 3 clusters Score -718102.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -718104.875000 Penalty: 4428.802734
	Iteration 52Q: 3 clusters Score -718104.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -718105.875000 Penalty: 4428.802734
	Iteration 53Q: 3 clusters Score -718105.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -718107.687500 Penalty: 4428.802734
	Iteration 54Q: 3 clusters Score -718107.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -718110.812500 Penalty: 4428.802734
	Iteration 55Q: 3 clusters Score -718110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -718111.250000 Penalty: 4428.802734
	Iteration 56Q: 3 clusters Score -718111.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -718117.250000 Penalty: 4428.802734
	Iteration 57Q: 3 clusters Score -718117.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -718118.812500 Penalty: 4428.802734
	Iteration 58Q: 3 clusters Score -718118.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -718121.812500 Penalty: 4428.802734
	Iteration 59Q: 3 clusters Score -718121.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -718124.437500 Penalty: 4428.802734
	Iteration 60F: 3 clusters Score -718124.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -718127.250000 Penalty: 4428.802734
	Iteration 61Q: 3 clusters Score -718127.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -718128.875000 Penalty: 4428.802734
	Iteration 62Q: 3 clusters Score -718128.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -718129.250000 Penalty: 4428.802734
	Iteration 63Q: 3 clusters Score -718129.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -718130.125000 Penalty: 4428.802734
	Iteration 64Q: 3 clusters Score -718130.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -718129.937500 Penalty: 4428.802734
	Iteration 65Q: 3 clusters Score -718129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -718131.750000 Penalty: 4428.802734
	Iteration 66Q: 3 clusters Score -718131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -718133.750000 Penalty: 4428.802734
	Iteration 67Q: 3 clusters Score -718133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -718134.125000 Penalty: 4428.802734
	Iteration 68Q: 3 clusters Score -718134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -718137.000000 Penalty: 4428.802734
	Iteration 69Q: 3 clusters Score -718137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -718137.375000 Penalty: 4428.802734
	Iteration 70Q: 3 clusters Score -718137.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -718137.375000 Penalty: 4428.802734
	Iteration 71F: 3 clusters Score -718137.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Entering Unmasked Estep 
Score: -1587093.750000 Penalty: 2406.076660
	Iteration 0F: 2 clusters Score -1587094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1575407.000000 Penalty: 4812.153320
	Iteration 0F: 3 clusters Score -1575407 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1579196.000000 Penalty: 4812.153320
	Iteration 1F: 3 clusters Score -1579196 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1579657.500000 Penalty: 4812.153320
	Iteration 2F: 3 clusters Score -1579658 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1580093.500000 Penalty: 4812.153320
	Iteration 3F: 3 clusters Score -1580094 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1580590.500000 Penalty: 4812.153320
	Iteration 4F: 3 clusters Score -1580590 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1581101.375000 Penalty: 4812.153320
	Iteration 5F: 3 clusters Score -1581101 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1581617.000000 Penalty: 4812.153320
	Iteration 6F: 3 clusters Score -1581617 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1582094.875000 Penalty: 4812.153320
	Iteration 7F: 3 clusters Score -1582095 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1582499.875000 Penalty: 4812.153320
	Iteration 8Q: 3 clusters Score -1582500 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1582801.000000 Penalty: 4812.153320
	Iteration 9Q: 3 clusters Score -1582801 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1583041.750000 Penalty: 4812.153320
	Iteration 10Q: 3 clusters Score -1583042 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1583235.625000 Penalty: 4812.153320
	Iteration 11Q: 3 clusters Score -1583236 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1583373.375000 Penalty: 4812.153320
	Iteration 12Q: 3 clusters Score -1583373 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1583471.625000 Penalty: 4812.153320
	Iteration 13Q: 3 clusters Score -1583472 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1583550.500000 Penalty: 4812.153320
	Iteration 14Q: 3 clusters Score -1583550 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1583613.000000 Penalty: 4812.153320
	Iteration 15Q: 3 clusters Score -1583613 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1583666.500000 Penalty: 4812.153320
	Iteration 16Q: 3 clusters Score -1583666 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1583706.875000 Penalty: 4812.153320
	Iteration 17Q: 3 clusters Score -1583707 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1583737.000000 Penalty: 4812.153320
	Iteration 18Q: 3 clusters Score -1583737 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1583769.125000 Penalty: 4812.153320
	Iteration 19Q: 3 clusters Score -1583769 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1583795.000000 Penalty: 4812.153320
	Iteration 20F: 3 clusters Score -1583795 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1583827.000000 Penalty: 4812.153320
	Iteration 21Q: 3 clusters Score -1583827 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1583868.250000 Penalty: 4812.153320
	Iteration 22Q: 3 clusters Score -1583868 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1583904.000000 Penalty: 4812.153320
	Iteration 23Q: 3 clusters Score -1583904 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1583934.500000 Penalty: 4812.153320
	Iteration 24Q: 3 clusters Score -1583934 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1583964.500000 Penalty: 4812.153320
	Iteration 25Q: 3 clusters Score -1583964 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1584005.625000 Penalty: 4812.153320
	Iteration 26Q: 3 clusters Score -1584006 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1584032.750000 Penalty: 4812.153320
	Iteration 27Q: 3 clusters Score -1584033 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1584055.875000 Penalty: 4812.153320
	Iteration 28Q: 3 clusters Score -1584056 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1584084.000000 Penalty: 4812.153320
	Iteration 29Q: 3 clusters Score -1584084 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1584110.125000 Penalty: 4812.153320
	Iteration 30Q: 3 clusters Score -1584110 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1584146.125000 Penalty: 4812.153320
	Iteration 31Q: 3 clusters Score -1584146 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1584173.125000 Penalty: 4812.153320
	Iteration 32Q: 3 clusters Score -1584173 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1584206.500000 Penalty: 4812.153320
	Iteration 33Q: 3 clusters Score -1584206 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1584249.875000 Penalty: 4812.153320
	Iteration 34Q: 3 clusters Score -1584250 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1584289.875000 Penalty: 4812.153320
	Iteration 35Q: 3 clusters Score -1584290 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1584327.500000 Penalty: 4812.153320
	Iteration 36Q: 3 clusters Score -1584328 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1584364.000000 Penalty: 4812.153320
	Iteration 37Q: 3 clusters Score -1584364 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1584405.625000 Penalty: 4812.153320
	Iteration 38Q: 3 clusters Score -1584406 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1584448.500000 Penalty: 4812.153320
	Iteration 39Q: 3 clusters Score -1584448 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1584500.250000 Penalty: 4812.153320
	Iteration 40F: 3 clusters Score -1584500 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1584555.500000 Penalty: 4812.153320
	Iteration 41Q: 3 clusters Score -1584556 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1584614.875000 Penalty: 4812.153320
	Iteration 42Q: 3 clusters Score -1584615 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1584666.750000 Penalty: 4812.153320
	Iteration 43Q: 3 clusters Score -1584667 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1584735.625000 Penalty: 4812.153320
	Iteration 44Q: 3 clusters Score -1584736 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1584781.125000 Penalty: 4812.153320
	Iteration 45Q: 3 clusters Score -1584781 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1584819.000000 Penalty: 4812.153320
	Iteration 46Q: 3 clusters Score -1584819 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1584853.750000 Penalty: 4812.153320
	Iteration 47Q: 3 clusters Score -1584854 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1584885.125000 Penalty: 4812.153320
	Iteration 48Q: 3 clusters Score -1584885 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1584922.125000 Penalty: 4812.153320
	Iteration 49Q: 3 clusters Score -1584922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1584954.500000 Penalty: 4812.153320
	Iteration 50Q: 3 clusters Score -1584954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1584969.750000 Penalty: 4812.153320
	Iteration 51Q: 3 clusters Score -1584970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1584987.500000 Penalty: 4812.153320
	Iteration 52Q: 3 clusters Score -1584988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1584996.125000 Penalty: 4812.153320
	Iteration 53Q: 3 clusters Score -1584996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1585004.750000 Penalty: 4812.153320
	Iteration 54Q: 3 clusters Score -1585005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1585013.875000 Penalty: 4812.153320
	Iteration 55Q: 3 clusters Score -1585014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1585012.250000 Penalty: 4812.153320
	Iteration 56Q: 3 clusters Score -1585012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1585023.625000 Penalty: 4812.153320
	Iteration 57Q: 3 clusters Score -1585024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1585031.375000 Penalty: 4812.153320
	Iteration 58Q: 3 clusters Score -1585031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1585035.875000 Penalty: 4812.153320
	Iteration 59Q: 3 clusters Score -1585036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1585039.375000 Penalty: 4812.153320
	Iteration 60F: 3 clusters Score -1585039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1585041.750000 Penalty: 4812.153320
	Iteration 61Q: 3 clusters Score -1585042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1585041.750000 Penalty: 4812.153320
	Iteration 62Q: 3 clusters Score -1585042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1585041.000000 Penalty: 4812.153320
	Iteration 63Q: 3 clusters Score -1585041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1585048.000000 Penalty: 4812.153320
	Iteration 64Q: 3 clusters Score -1585048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1585048.500000 Penalty: 4812.153320
	Iteration 65Q: 3 clusters Score -1585048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1585049.875000 Penalty: 4812.153320
	Iteration 66Q: 3 clusters Score -1585050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1585049.375000 Penalty: 4812.153320
	Iteration 67Q: 3 clusters Score -1585049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1585049.875000 Penalty: 4812.153320
	Iteration 68Q: 3 clusters Score -1585050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1585050.500000 Penalty: 4812.153320
	Iteration 69Q: 3 clusters Score -1585050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1585050.125000 Penalty: 4812.153320
	Iteration 70Q: 3 clusters Score -1585050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1585048.500000 Penalty: 4812.153320
	Iteration 71Q: 3 clusters Score -1585048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1585049.750000 Penalty: 4812.153320
	Iteration 72Q: 3 clusters Score -1585050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1585052.750000 Penalty: 4812.153320
	Iteration 73Q: 3 clusters Score -1585053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1585052.500000 Penalty: 4812.153320
	Iteration 74Q: 3 clusters Score -1585052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1585052.500000 Penalty: 4812.153320
	Iteration 75F: 3 clusters Score -1585052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Entering Unmasked Estep 
Score: -924379.562500 Penalty: 2264.131836
	Iteration 0F: 2 clusters Score -924379.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -917185.187500 Penalty: 4528.263672
	Iteration 0F: 3 clusters Score -917185.2 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -919259.625000 Penalty: 4528.263672
	Iteration 1F: 3 clusters Score -919259.6 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -919560.625000 Penalty: 4528.263672
	Iteration 2F: 3 clusters Score -919560.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -919771.687500 Penalty: 4528.263672
	Iteration 3F: 3 clusters Score -919771.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -919958.687500 Penalty: 4528.263672
	Iteration 4Q: 3 clusters Score -919958.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -920134.000000 Penalty: 4528.263672
	Iteration 5Q: 3 clusters Score -920134 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -920290.687500 Penalty: 4528.263672
	Iteration 6Q: 3 clusters Score -920290.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -920430.750000 Penalty: 4528.263672
	Iteration 7Q: 3 clusters Score -920430.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -920567.750000 Penalty: 4528.263672
	Iteration 8Q: 3 clusters Score -920567.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -920719.562500 Penalty: 4528.263672
	Iteration 9Q: 3 clusters Score -920719.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -920897.625000 Penalty: 4528.263672
	Iteration 10Q: 3 clusters Score -920897.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -921101.812500 Penalty: 4528.263672
	Iteration 11Q: 3 clusters Score -921101.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -921314.500000 Penalty: 4528.263672
	Iteration 12Q: 3 clusters Score -921314.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -921514.750000 Penalty: 4528.263672
	Iteration 13Q: 3 clusters Score -921514.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -921708.625000 Penalty: 4528.263672
	Iteration 14Q: 3 clusters Score -921708.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -921860.312500 Penalty: 4528.263672
	Iteration 15Q: 3 clusters Score -921860.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -921995.375000 Penalty: 4528.263672
	Iteration 16Q: 3 clusters Score -921995.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -922111.687500 Penalty: 4528.263672
	Iteration 17Q: 3 clusters Score -922111.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -922209.687500 Penalty: 4528.263672
	Iteration 18Q: 3 clusters Score -922209.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -922290.562500 Penalty: 4528.263672
	Iteration 19Q: 3 clusters Score -922290.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -922354.875000 Penalty: 4528.263672
	Iteration 20F: 3 clusters Score -922354.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -922411.375000 Penalty: 4528.263672
	Iteration 21Q: 3 clusters Score -922411.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -922451.750000 Penalty: 4528.263672
	Iteration 22Q: 3 clusters Score -922451.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -922485.937500 Penalty: 4528.263672
	Iteration 23Q: 3 clusters Score -922485.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -922517.187500 Penalty: 4528.263672
	Iteration 24Q: 3 clusters Score -922517.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -922540.937500 Penalty: 4528.263672
	Iteration 25Q: 3 clusters Score -922540.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -922560.187500 Penalty: 4528.263672
	Iteration 26Q: 3 clusters Score -922560.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -922576.500000 Penalty: 4528.263672
	Iteration 27Q: 3 clusters Score -922576.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -922584.500000 Penalty: 4528.263672
	Iteration 28Q: 3 clusters Score -922584.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -922590.500000 Penalty: 4528.263672
	Iteration 29Q: 3 clusters Score -922590.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -922595.312500 Penalty: 4528.263672
	Iteration 30Q: 3 clusters Score -922595.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -922595.625000 Penalty: 4528.263672
	Iteration 31Q: 3 clusters Score -922595.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -922598.687500 Penalty: 4528.263672
	Iteration 32Q: 3 clusters Score -922598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -922601.062500 Penalty: 4528.263672
	Iteration 33Q: 3 clusters Score -922601.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -922601.937500 Penalty: 4528.263672
	Iteration 34Q: 3 clusters Score -922601.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -922601.937500 Penalty: 4528.263672
	Iteration 35Q: 3 clusters Score -922601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -922603.062500 Penalty: 4528.263672
	Iteration 36Q: 3 clusters Score -922603.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -922603.062500 Penalty: 4528.263672
	Iteration 37F: 3 clusters Score -922603.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (90217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90217 members 
Entering Unmasked Estep 
Score: -9251127.000000 Penalty: 2829.673340
	Iteration 0F: 2 clusters Score -9251127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -9190548.000000 Penalty: 5659.346680
	Iteration 0F: 3 clusters Score -9190548 nChanged 42743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -9214759.000000 Penalty: 5659.346680
	Iteration 1F: 3 clusters Score -9214759 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -9215556.000000 Penalty: 5659.346680
	Iteration 2Q: 3 clusters Score -9215556 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -9216778.000000 Penalty: 5659.346680
	Iteration 3Q: 3 clusters Score -9216778 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -9218755.000000 Penalty: 5659.346680
	Iteration 4Q: 3 clusters Score -9218755 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -9222183.000000 Penalty: 5659.346680
	Iteration 5F: 3 clusters Score -9222183 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -9227918.000000 Penalty: 5659.346680
	Iteration 6F: 3 clusters Score -9227918 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -9235589.000000 Penalty: 5659.346680
	Iteration 7F: 3 clusters Score -9235589 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -9242427.000000 Penalty: 5659.346680
	Iteration 8F: 3 clusters Score -9242427 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87449 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -9246259.000000 Penalty: 5659.346680
	Iteration 9Q: 3 clusters Score -9246259 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88988 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9247747.000000 Penalty: 5659.346680
	Iteration 10Q: 3 clusters Score -9247747 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9248296.000000 Penalty: 5659.346680
	Iteration 11Q: 3 clusters Score -9248296 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9248520.000000 Penalty: 5659.346680
	Iteration 12Q: 3 clusters Score -9248520 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89748 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9248642.000000 Penalty: 5659.346680
	Iteration 13Q: 3 clusters Score -9248642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9248673.000000 Penalty: 5659.346680
	Iteration 14Q: 3 clusters Score -9248673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9248702.000000 Penalty: 5659.346680
	Iteration 15Q: 3 clusters Score -9248702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9248727.000000 Penalty: 5659.346680
	Iteration 16Q: 3 clusters Score -9248727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9248740.000000 Penalty: 5659.346680
	Iteration 17Q: 3 clusters Score -9248740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9248746.000000 Penalty: 5659.346680
	Iteration 18Q: 3 clusters Score -9248746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89817 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9248755.000000 Penalty: 5659.346680
	Iteration 19Q: 3 clusters Score -9248755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89820 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9248756.000000 Penalty: 5659.346680
	Iteration 20F: 3 clusters Score -9248756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9248770.000000 Penalty: 5659.346680
	Iteration 21Q: 3 clusters Score -9248770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9248786.000000 Penalty: 5659.346680
	Iteration 22Q: 3 clusters Score -9248786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9248786.000000 Penalty: 5659.346680
	Iteration 23Q: 3 clusters Score -9248786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9248790.000000 Penalty: 5659.346680
	Iteration 24Q: 3 clusters Score -9248790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9248789.000000 Penalty: 5659.346680
	Iteration 25Q: 3 clusters Score -9248789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9248789.000000 Penalty: 5659.346680
	Iteration 26F: 3 clusters Score -9248789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (299066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299066 members 
Entering Unmasked Estep 
Score: -29908268.000000 Penalty: 3126.887939
	Iteration 0F: 2 clusters Score -2.990827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149462 members 
Mstep: Class 2 contains 149604 members 
Entering Unmasked Estep 
Score: -29719202.000000 Penalty: 6253.775879
	Iteration 0F: 3 clusters Score -2.97192e+07 nChanged 145013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149493 members 
Mstep: Class 2 contains 149573 members 
Entering Unmasked Estep 
Score: -29806782.000000 Penalty: 6253.775879
	Iteration 1F: 3 clusters Score -2.980678e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149660 members 
Mstep: Class 2 contains 149406 members 
Entering Unmasked Estep 
Score: -29809420.000000 Penalty: 6253.775879
	Iteration 2Q: 3 clusters Score -2.980942e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150194 members 
Mstep: Class 2 contains 148872 members 
Entering Unmasked Estep 
Score: -29813026.000000 Penalty: 6253.775879
	Iteration 3Q: 3 clusters Score -2.981303e+07 nChanged 12324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151010 members 
Mstep: Class 2 contains 148056 members 
Entering Unmasked Estep 
Score: -29818004.000000 Penalty: 6253.775879
	Iteration 4Q: 3 clusters Score -2.9818e+07 nChanged 14646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152004 members 
Mstep: Class 2 contains 147062 members 
Entering Unmasked Estep 
Score: -29824996.000000 Penalty: 6253.775879
	Iteration 5Q: 3 clusters Score -2.9825e+07 nChanged 16542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152736 members 
Mstep: Class 2 contains 146330 members 
Entering Unmasked Estep 
Score: -29834340.000000 Penalty: 6253.775879
	Iteration 6F: 3 clusters Score -2.983434e+07 nChanged 17947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152573 members 
Mstep: Class 2 contains 146493 members 
Entering Unmasked Estep 
Score: -29845602.000000 Penalty: 6253.775879
	Iteration 7F: 3 clusters Score -2.98456e+07 nChanged 18706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150781 members 
Mstep: Class 2 contains 148285 members 
Entering Unmasked Estep 
Score: -29858224.000000 Penalty: 6253.775879
	Iteration 8F: 3 clusters Score -2.985822e+07 nChanged 17135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147582 members 
Mstep: Class 2 contains 151484 members 
Entering Unmasked Estep 
Score: -29867768.000000 Penalty: 6253.775879
	Iteration 9F: 3 clusters Score -2.986777e+07 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143790 members 
Mstep: Class 2 contains 155276 members 
Entering Unmasked Estep 
Score: -29873600.000000 Penalty: 6253.775879
	Iteration 10Q: 3 clusters Score -2.98736e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140080 members 
Mstep: Class 2 contains 158986 members 
Entering Unmasked Estep 
Score: -29876300.000000 Penalty: 6253.775879
	Iteration 11Q: 3 clusters Score -2.98763e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136535 members 
Mstep: Class 2 contains 162531 members 
Entering Unmasked Estep 
Score: -29878438.000000 Penalty: 6253.775879
	Iteration 12Q: 3 clusters Score -2.987844e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133036 members 
Mstep: Class 2 contains 166030 members 
Entering Unmasked Estep 
Score: -29879726.000000 Penalty: 6253.775879
	Iteration 13Q: 3 clusters Score -2.987973e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129557 members 
Mstep: Class 2 contains 169509 members 
Entering Unmasked Estep 
Score: -29881306.000000 Penalty: 6253.775879
	Iteration 14Q: 3 clusters Score -2.988131e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126068 members 
Mstep: Class 2 contains 172998 members 
Entering Unmasked Estep 
Score: -29882628.000000 Penalty: 6253.775879
	Iteration 15Q: 3 clusters Score -2.988263e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122822 members 
Mstep: Class 2 contains 176244 members 
Entering Unmasked Estep 
Score: -29883588.000000 Penalty: 6253.775879
	Iteration 16Q: 3 clusters Score -2.988359e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119650 members 
Mstep: Class 2 contains 179416 members 
Entering Unmasked Estep 
Score: -29884488.000000 Penalty: 6253.775879
	Iteration 17Q: 3 clusters Score -2.988449e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116638 members 
Mstep: Class 2 contains 182428 members 
Entering Unmasked Estep 
Score: -29885366.000000 Penalty: 6253.775879
	Iteration 18Q: 3 clusters Score -2.988537e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113789 members 
Mstep: Class 2 contains 185277 members 
Entering Unmasked Estep 
Score: -29886092.000000 Penalty: 6253.775879
	Iteration 19Q: 3 clusters Score -2.988609e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111084 members 
Mstep: Class 2 contains 187982 members 
Entering Unmasked Estep 
Score: -29886468.000000 Penalty: 6253.775879
	Iteration 20F: 3 clusters Score -2.988647e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108557 members 
Mstep: Class 2 contains 190509 members 
Entering Unmasked Estep 
Score: -29886960.000000 Penalty: 6253.775879
	Iteration 21Q: 3 clusters Score -2.988696e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106164 members 
Mstep: Class 2 contains 192902 members 
Entering Unmasked Estep 
Score: -29887088.000000 Penalty: 6253.775879
	Iteration 22Q: 3 clusters Score -2.988709e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103831 members 
Mstep: Class 2 contains 195235 members 
Entering Unmasked Estep 
Score: -29887458.000000 Penalty: 6253.775879
	Iteration 23Q: 3 clusters Score -2.988746e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101533 members 
Mstep: Class 2 contains 197533 members 
Entering Unmasked Estep 
Score: -29887708.000000 Penalty: 6253.775879
	Iteration 24Q: 3 clusters Score -2.988771e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99384 members 
Mstep: Class 2 contains 199682 members 
Entering Unmasked Estep 
Score: -29887778.000000 Penalty: 6253.775879
	Iteration 25Q: 3 clusters Score -2.988778e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97359 members 
Mstep: Class 2 contains 201707 members 
Entering Unmasked Estep 
Score: -29887882.000000 Penalty: 6253.775879
	Iteration 26Q: 3 clusters Score -2.988788e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95380 members 
Mstep: Class 2 contains 203686 members 
Entering Unmasked Estep 
Score: -29888110.000000 Penalty: 6253.775879
	Iteration 27Q: 3 clusters Score -2.988811e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93541 members 
Mstep: Class 2 contains 205525 members 
Entering Unmasked Estep 
Score: -29888284.000000 Penalty: 6253.775879
	Iteration 28Q: 3 clusters Score -2.988828e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 207298 members 
Entering Unmasked Estep 
Score: -29888328.000000 Penalty: 6253.775879
	Iteration 29Q: 3 clusters Score -2.988833e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 209003 members 
Entering Unmasked Estep 
Score: -29888568.000000 Penalty: 6253.775879
	Iteration 30Q: 3 clusters Score -2.988857e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88366 members 
Mstep: Class 2 contains 210700 members 
Entering Unmasked Estep 
Score: -29888840.000000 Penalty: 6253.775879
	Iteration 31Q: 3 clusters Score -2.988884e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 212366 members 
Entering Unmasked Estep 
Score: -29888954.000000 Penalty: 6253.775879
	Iteration 32Q: 3 clusters Score -2.988895e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 213987 members 
Entering Unmasked Estep 
Score: -29889050.000000 Penalty: 6253.775879
	Iteration 33Q: 3 clusters Score -2.988905e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 215541 members 
Entering Unmasked Estep 
Score: -29889100.000000 Penalty: 6253.775879
	Iteration 34Q: 3 clusters Score -2.98891e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81973 members 
Mstep: Class 2 contains 217093 members 
Entering Unmasked Estep 
Score: -29889252.000000 Penalty: 6253.775879
	Iteration 35Q: 3 clusters Score -2.988925e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 218649 members 
Entering Unmasked Estep 
Score: -29889416.000000 Penalty: 6253.775879
	Iteration 36Q: 3 clusters Score -2.988942e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 220083 members 
Entering Unmasked Estep 
Score: -29889544.000000 Penalty: 6253.775879
	Iteration 37Q: 3 clusters Score -2.988954e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 221505 members 
Entering Unmasked Estep 
Score: -29889744.000000 Penalty: 6253.775879
	Iteration 38Q: 3 clusters Score -2.988974e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76155 members 
Mstep: Class 2 contains 222911 members 
Entering Unmasked Estep 
Score: -29889590.000000 Penalty: 6253.775879
	Iteration 39Q: 3 clusters Score -2.988959e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 224292 members 
Entering Unmasked Estep 
Score: -29889712.000000 Penalty: 6253.775879
	Iteration 40F: 3 clusters Score -2.988971e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73416 members 
Mstep: Class 2 contains 225650 members 
Entering Unmasked Estep 
Score: -29889736.000000 Penalty: 6253.775879
	Iteration 41Q: 3 clusters Score -2.988974e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 2 contains 226955 members 
Entering Unmasked Estep 
Score: -29889864.000000 Penalty: 6253.775879
	Iteration 42Q: 3 clusters Score -2.988986e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 228283 members 
Entering Unmasked Estep 
Score: -29889968.000000 Penalty: 6253.775879
	Iteration 43Q: 3 clusters Score -2.988997e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 229603 members 
Entering Unmasked Estep 
Score: -29890006.000000 Penalty: 6253.775879
	Iteration 44Q: 3 clusters Score -2.989001e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 230835 members 
Entering Unmasked Estep 
Score: -29890200.000000 Penalty: 6253.775879
	Iteration 45Q: 3 clusters Score -2.98902e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 232100 members 
Entering Unmasked Estep 
Score: -29890298.000000 Penalty: 6253.775879
	Iteration 46Q: 3 clusters Score -2.98903e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 233300 members 
Entering Unmasked Estep 
Score: -29890564.000000 Penalty: 6253.775879
	Iteration 47Q: 3 clusters Score -2.989056e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 234458 members 
Entering Unmasked Estep 
Score: -29890706.000000 Penalty: 6253.775879
	Iteration 48Q: 3 clusters Score -2.989071e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 235553 members 
Entering Unmasked Estep 
Score: -29890828.000000 Penalty: 6253.775879
	Iteration 49Q: 3 clusters Score -2.989083e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 236667 members 
Entering Unmasked Estep 
Score: -29891002.000000 Penalty: 6253.775879
	Iteration 50Q: 3 clusters Score -2.9891e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 237776 members 
Entering Unmasked Estep 
Score: -29891218.000000 Penalty: 6253.775879
	Iteration 51Q: 3 clusters Score -2.989122e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 238924 members 
Entering Unmasked Estep 
Score: -29891446.000000 Penalty: 6253.775879
	Iteration 52Q: 3 clusters Score -2.989145e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 240063 members 
Entering Unmasked Estep 
Score: -29891478.000000 Penalty: 6253.775879
	Iteration 53Q: 3 clusters Score -2.989148e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 241225 members 
Entering Unmasked Estep 
Score: -29891682.000000 Penalty: 6253.775879
	Iteration 54Q: 3 clusters Score -2.989168e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 242354 members 
Entering Unmasked Estep 
Score: -29891784.000000 Penalty: 6253.775879
	Iteration 55Q: 3 clusters Score -2.989178e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 243460 members 
Entering Unmasked Estep 
Score: -29891950.000000 Penalty: 6253.775879
	Iteration 56Q: 3 clusters Score -2.989195e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 244500 members 
Entering Unmasked Estep 
Score: -29892142.000000 Penalty: 6253.775879
	Iteration 57Q: 3 clusters Score -2.989214e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 245536 members 
Entering Unmasked Estep 
Score: -29892204.000000 Penalty: 6253.775879
	Iteration 58Q: 3 clusters Score -2.98922e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 246576 members 
Entering Unmasked Estep 
Score: -29892366.000000 Penalty: 6253.775879
	Iteration 59Q: 3 clusters Score -2.989237e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 247567 members 
Entering Unmasked Estep 
Score: -29892496.000000 Penalty: 6253.775879
	Iteration 60F: 3 clusters Score -2.98925e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 248549 members 
Entering Unmasked Estep 
Score: -29892682.000000 Penalty: 6253.775879
	Iteration 61Q: 3 clusters Score -2.989268e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 249530 members 
Entering Unmasked Estep 
Score: -29892938.000000 Penalty: 6253.775879
	Iteration 62Q: 3 clusters Score -2.989294e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 250518 members 
Entering Unmasked Estep 
Score: -29893130.000000 Penalty: 6253.775879
	Iteration 63Q: 3 clusters Score -2.989313e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 251515 members 
Entering Unmasked Estep 
Score: -29893280.000000 Penalty: 6253.775879
	Iteration 64Q: 3 clusters Score -2.989328e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 252511 members 
Entering Unmasked Estep 
Score: -29893476.000000 Penalty: 6253.775879
	Iteration 65Q: 3 clusters Score -2.989348e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 253532 members 
Entering Unmasked Estep 
Score: -29893524.000000 Penalty: 6253.775879
	Iteration 66Q: 3 clusters Score -2.989352e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 254651 members 
Entering Unmasked Estep 
Score: -29893682.000000 Penalty: 6253.775879
	Iteration 67Q: 3 clusters Score -2.989368e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 255759 members 
Entering Unmasked Estep 
Score: -29893970.000000 Penalty: 6253.775879
	Iteration 68Q: 3 clusters Score -2.989397e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 256863 members 
Entering Unmasked Estep 
Score: -29894098.000000 Penalty: 6253.775879
	Iteration 69Q: 3 clusters Score -2.98941e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 257979 members 
Entering Unmasked Estep 
Score: -29894158.000000 Penalty: 6253.775879
	Iteration 70Q: 3 clusters Score -2.989416e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 259112 members 
Entering Unmasked Estep 
Score: -29894402.000000 Penalty: 6253.775879
	Iteration 71Q: 3 clusters Score -2.98944e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 260221 members 
Entering Unmasked Estep 
Score: -29894620.000000 Penalty: 6253.775879
	Iteration 72Q: 3 clusters Score -2.989462e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 261347 members 
Entering Unmasked Estep 
Score: -29894886.000000 Penalty: 6253.775879
	Iteration 73Q: 3 clusters Score -2.989489e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 262516 members 
Entering Unmasked Estep 
Score: -29895102.000000 Penalty: 6253.775879
	Iteration 74Q: 3 clusters Score -2.98951e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 263726 members 
Entering Unmasked Estep 
Score: -29895474.000000 Penalty: 6253.775879
	Iteration 75Q: 3 clusters Score -2.989547e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 264979 members 
Entering Unmasked Estep 
Score: -29895888.000000 Penalty: 6253.775879
	Iteration 76Q: 3 clusters Score -2.989589e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 266245 members 
Entering Unmasked Estep 
Score: -29896284.000000 Penalty: 6253.775879
	Iteration 77Q: 3 clusters Score -2.989628e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 267514 members 
Entering Unmasked Estep 
Score: -29896598.000000 Penalty: 6253.775879
	Iteration 78Q: 3 clusters Score -2.98966e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 268756 members 
Entering Unmasked Estep 
Score: -29896994.000000 Penalty: 6253.775879
	Iteration 79Q: 3 clusters Score -2.989699e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 269961 members 
Entering Unmasked Estep 
Score: -29897406.000000 Penalty: 6253.775879
	Iteration 80F: 3 clusters Score -2.989741e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 271144 members 
Entering Unmasked Estep 
Score: -29897754.000000 Penalty: 6253.775879
	Iteration 81Q: 3 clusters Score -2.989775e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 272320 members 
Entering Unmasked Estep 
Score: -29898144.000000 Penalty: 6253.775879
	Iteration 82Q: 3 clusters Score -2.989814e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 273427 members 
Entering Unmasked Estep 
Score: -29898454.000000 Penalty: 6253.775879
	Iteration 83Q: 3 clusters Score -2.989845e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 274485 members 
Entering Unmasked Estep 
Score: -29898762.000000 Penalty: 6253.775879
	Iteration 84Q: 3 clusters Score -2.989876e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 275514 members 
Entering Unmasked Estep 
Score: -29899224.000000 Penalty: 6253.775879
	Iteration 85Q: 3 clusters Score -2.989922e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 276512 members 
Entering Unmasked Estep 
Score: -29899406.000000 Penalty: 6253.775879
	Iteration 86Q: 3 clusters Score -2.989941e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 277432 members 
Entering Unmasked Estep 
Score: -29899670.000000 Penalty: 6253.775879
	Iteration 87Q: 3 clusters Score -2.989967e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 278374 members 
Entering Unmasked Estep 
Score: -29899944.000000 Penalty: 6253.775879
	Iteration 88Q: 3 clusters Score -2.989994e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 279279 members 
Entering Unmasked Estep 
Score: -29900286.000000 Penalty: 6253.775879
	Iteration 89Q: 3 clusters Score -2.990029e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 280208 members 
Entering Unmasked Estep 
Score: -29900518.000000 Penalty: 6253.775879
	Iteration 90Q: 3 clusters Score -2.990052e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 281123 members 
Entering Unmasked Estep 
Score: -29900794.000000 Penalty: 6253.775879
	Iteration 91Q: 3 clusters Score -2.990079e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 281997 members 
Entering Unmasked Estep 
Score: -29901096.000000 Penalty: 6253.775879
	Iteration 92Q: 3 clusters Score -2.99011e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 282825 members 
Entering Unmasked Estep 
Score: -29901438.000000 Penalty: 6253.775879
	Iteration 93Q: 3 clusters Score -2.990144e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 283597 members 
Entering Unmasked Estep 
Score: -29901536.000000 Penalty: 6253.775879
	Iteration 94Q: 3 clusters Score -2.990154e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 284302 members 
Entering Unmasked Estep 
Score: -29901648.000000 Penalty: 6253.775879
	Iteration 95Q: 3 clusters Score -2.990165e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 284982 members 
Entering Unmasked Estep 
Score: -29901880.000000 Penalty: 6253.775879
	Iteration 96Q: 3 clusters Score -2.990188e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 285661 members 
Entering Unmasked Estep 
Score: -29902100.000000 Penalty: 6253.775879
	Iteration 97Q: 3 clusters Score -2.99021e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 286309 members 
Entering Unmasked Estep 
Score: -29902268.000000 Penalty: 6253.775879
	Iteration 98Q: 3 clusters Score -2.990227e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 286916 members 
Entering Unmasked Estep 
Score: -29902528.000000 Penalty: 6253.775879
	Iteration 99Q: 3 clusters Score -2.990253e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 287438 members 
Entering Unmasked Estep 
Score: -29902620.000000 Penalty: 6253.775879
	Iteration 100F: 3 clusters Score -2.990262e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 287922 members 
Entering Unmasked Estep 
Score: -29902730.000000 Penalty: 6253.775879
	Iteration 101Q: 3 clusters Score -2.990273e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 288370 members 
Entering Unmasked Estep 
Score: -29902900.000000 Penalty: 6253.775879
	Iteration 102Q: 3 clusters Score -2.99029e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 288806 members 
Entering Unmasked Estep 
Score: -29903006.000000 Penalty: 6253.775879
	Iteration 103Q: 3 clusters Score -2.990301e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 289218 members 
Entering Unmasked Estep 
Score: -29903106.000000 Penalty: 6253.775879
	Iteration 104Q: 3 clusters Score -2.990311e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 289604 members 
Entering Unmasked Estep 
Score: -29903200.000000 Penalty: 6253.775879
	Iteration 105Q: 3 clusters Score -2.99032e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 289970 members 
Entering Unmasked Estep 
Score: -29903306.000000 Penalty: 6253.775879
	Iteration 106Q: 3 clusters Score -2.990331e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 290311 members 
Entering Unmasked Estep 
Score: -29903418.000000 Penalty: 6253.775879
	Iteration 107Q: 3 clusters Score -2.990342e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 290622 members 
Entering Unmasked Estep 
Score: -29903508.000000 Penalty: 6253.775879
	Iteration 108Q: 3 clusters Score -2.990351e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 290931 members 
Entering Unmasked Estep 
Score: -29903658.000000 Penalty: 6253.775879
	Iteration 109Q: 3 clusters Score -2.990366e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 291219 members 
Entering Unmasked Estep 
Score: -29903728.000000 Penalty: 6253.775879
	Iteration 110Q: 3 clusters Score -2.990373e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 291511 members 
Entering Unmasked Estep 
Score: -29903778.000000 Penalty: 6253.775879
	Iteration 111Q: 3 clusters Score -2.990378e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 291774 members 
Entering Unmasked Estep 
Score: -29903956.000000 Penalty: 6253.775879
	Iteration 112Q: 3 clusters Score -2.990396e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 292034 members 
Entering Unmasked Estep 
Score: -29904050.000000 Penalty: 6253.775879
	Iteration 113Q: 3 clusters Score -2.990405e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 292277 members 
Entering Unmasked Estep 
Score: -29904064.000000 Penalty: 6253.775879
	Iteration 114Q: 3 clusters Score -2.990406e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 292511 members 
Entering Unmasked Estep 
Score: -29904140.000000 Penalty: 6253.775879
	Iteration 115Q: 3 clusters Score -2.990414e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 292725 members 
Entering Unmasked Estep 
Score: -29904184.000000 Penalty: 6253.775879
	Iteration 116Q: 3 clusters Score -2.990418e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 292902 members 
Entering Unmasked Estep 
Score: -29904232.000000 Penalty: 6253.775879
	Iteration 117Q: 3 clusters Score -2.990423e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 293073 members 
Entering Unmasked Estep 
Score: -29904348.000000 Penalty: 6253.775879
	Iteration 118Q: 3 clusters Score -2.990435e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 293238 members 
Entering Unmasked Estep 
Score: -29904434.000000 Penalty: 6253.775879
	Iteration 119Q: 3 clusters Score -2.990443e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 293401 members 
Entering Unmasked Estep 
Score: -29904510.000000 Penalty: 6253.775879
	Iteration 120F: 3 clusters Score -2.990451e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 293566 members 
Entering Unmasked Estep 
Score: -29904548.000000 Penalty: 6253.775879
	Iteration 121Q: 3 clusters Score -2.990455e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 293746 members 
Entering Unmasked Estep 
Score: -29904582.000000 Penalty: 6253.775879
	Iteration 122Q: 3 clusters Score -2.990458e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 293899 members 
Entering Unmasked Estep 
Score: -29904636.000000 Penalty: 6253.775879
	Iteration 123Q: 3 clusters Score -2.990464e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 294059 members 
Entering Unmasked Estep 
Score: -29904716.000000 Penalty: 6253.775879
	Iteration 124Q: 3 clusters Score -2.990472e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 294200 members 
Entering Unmasked Estep 
Score: -29904744.000000 Penalty: 6253.775879
	Iteration 125Q: 3 clusters Score -2.990474e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 294333 members 
Entering Unmasked Estep 
Score: -29904792.000000 Penalty: 6253.775879
	Iteration 126Q: 3 clusters Score -2.990479e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 294455 members 
Entering Unmasked Estep 
Score: -29904850.000000 Penalty: 6253.775879
	Iteration 127Q: 3 clusters Score -2.990485e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 294567 members 
Entering Unmasked Estep 
Score: -29904950.000000 Penalty: 6253.775879
	Iteration 128Q: 3 clusters Score -2.990495e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 294667 members 
Entering Unmasked Estep 
Score: -29904942.000000 Penalty: 6253.775879
	Iteration 129Q: 3 clusters Score -2.990494e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 294756 members 
Entering Unmasked Estep 
Score: -29905032.000000 Penalty: 6253.775879
	Iteration 130Q: 3 clusters Score -2.990503e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 294858 members 
Entering Unmasked Estep 
Score: -29905064.000000 Penalty: 6253.775879
	Iteration 131Q: 3 clusters Score -2.990506e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 294956 members 
Entering Unmasked Estep 
Score: -29905098.000000 Penalty: 6253.775879
	Iteration 132Q: 3 clusters Score -2.99051e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 295069 members 
Entering Unmasked Estep 
Score: -29905168.000000 Penalty: 6253.775879
	Iteration 133Q: 3 clusters Score -2.990517e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 295183 members 
Entering Unmasked Estep 
Score: -29905288.000000 Penalty: 6253.775879
	Iteration 134Q: 3 clusters Score -2.990529e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 295292 members 
Entering Unmasked Estep 
Score: -29905378.000000 Penalty: 6253.775879
	Iteration 135Q: 3 clusters Score -2.990538e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 295389 members 
Entering Unmasked Estep 
Score: -29905434.000000 Penalty: 6253.775879
	Iteration 136Q: 3 clusters Score -2.990543e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 295476 members 
Entering Unmasked Estep 
Score: -29905514.000000 Penalty: 6253.775879
	Iteration 137Q: 3 clusters Score -2.990551e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 295558 members 
Entering Unmasked Estep 
Score: -29905584.000000 Penalty: 6253.775879
	Iteration 138Q: 3 clusters Score -2.990558e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 295650 members 
Entering Unmasked Estep 
Score: -29905646.000000 Penalty: 6253.775879
	Iteration 139Q: 3 clusters Score -2.990565e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 295737 members 
Entering Unmasked Estep 
Score: -29905746.000000 Penalty: 6253.775879
	Iteration 140F: 3 clusters Score -2.990575e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 295819 members 
Entering Unmasked Estep 
Score: -29905832.000000 Penalty: 6253.775879
	Iteration 141Q: 3 clusters Score -2.990583e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 295875 members 
Entering Unmasked Estep 
Score: -29905870.000000 Penalty: 6253.775879
	Iteration 142Q: 3 clusters Score -2.990587e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 295915 members 
Entering Unmasked Estep 
Score: -29905912.000000 Penalty: 6253.775879
	Iteration 143Q: 3 clusters Score -2.990591e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 295967 members 
Entering Unmasked Estep 
Score: -29905946.000000 Penalty: 6253.775879
	Iteration 144Q: 3 clusters Score -2.990595e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 296009 members 
Entering Unmasked Estep 
Score: -29905974.000000 Penalty: 6253.775879
	Iteration 145Q: 3 clusters Score -2.990597e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 296054 members 
Entering Unmasked Estep 
Score: -29906020.000000 Penalty: 6253.775879
	Iteration 146Q: 3 clusters Score -2.990602e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 296093 members 
Entering Unmasked Estep 
Score: -29906106.000000 Penalty: 6253.775879
	Iteration 147Q: 3 clusters Score -2.990611e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 296127 members 
Entering Unmasked Estep 
Score: -29906142.000000 Penalty: 6253.775879
	Iteration 148Q: 3 clusters Score -2.990614e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 296156 members 
Entering Unmasked Estep 
Score: -29906156.000000 Penalty: 6253.775879
	Iteration 149Q: 3 clusters Score -2.990616e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 296161 members 
Entering Unmasked Estep 
Score: -29906208.000000 Penalty: 6253.775879
	Iteration 150Q: 3 clusters Score -2.990621e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 296162 members 
Entering Unmasked Estep 
Score: -29906198.000000 Penalty: 6253.775879
	Iteration 151Q: 3 clusters Score -2.99062e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 296159 members 
Entering Unmasked Estep 
Score: -29906200.000000 Penalty: 6253.775879
	Iteration 152Q: 3 clusters Score -2.99062e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 296166 members 
Entering Unmasked Estep 
Score: -29906220.000000 Penalty: 6253.775879
	Iteration 153Q: 3 clusters Score -2.990622e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 296166 members 
Entering Unmasked Estep 
Score: -29906244.000000 Penalty: 6253.775879
	Iteration 154Q: 3 clusters Score -2.990624e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 296167 members 
Entering Unmasked Estep 
Score: -29906270.000000 Penalty: 6253.775879
	Iteration 155Q: 3 clusters Score -2.990627e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 296162 members 
Entering Unmasked Estep 
Score: -29906260.000000 Penalty: 6253.775879
	Iteration 156Q: 3 clusters Score -2.990626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 296162 members 
Entering Unmasked Estep 
Score: -29906262.000000 Penalty: 6253.775879
	Iteration 157Q: 3 clusters Score -2.990626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 296161 members 
Entering Unmasked Estep 
Score: -29906268.000000 Penalty: 6253.775879
	Iteration 158Q: 3 clusters Score -2.990627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 296164 members 
Entering Unmasked Estep 
Score: -29906244.000000 Penalty: 6253.775879
	Iteration 159Q: 3 clusters Score -2.990624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 296161 members 
Entering Unmasked Estep 
Score: -29906254.000000 Penalty: 6253.775879
	Iteration 160F: 3 clusters Score -2.990625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 296162 members 
Entering Unmasked Estep 
Score: -29906280.000000 Penalty: 6253.775879
	Iteration 161Q: 3 clusters Score -2.990628e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 296160 members 
Entering Unmasked Estep 
Score: -29906276.000000 Penalty: 6253.775879
	Iteration 162Q: 3 clusters Score -2.990628e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 296161 members 
Entering Unmasked Estep 
Score: -29906284.000000 Penalty: 6253.775879
	Iteration 163Q: 3 clusters Score -2.990628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 296159 members 
Entering Unmasked Estep 
Score: -29906278.000000 Penalty: 6253.775879
	Iteration 164Q: 3 clusters Score -2.990628e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 296156 members 
Entering Unmasked Estep 
Score: -29906282.000000 Penalty: 6253.775879
	Iteration 165Q: 3 clusters Score -2.990628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 296151 members 
Entering Unmasked Estep 
Score: -29906290.000000 Penalty: 6253.775879
	Iteration 166Q: 3 clusters Score -2.990629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 296146 members 
Entering Unmasked Estep 
Score: -29906292.000000 Penalty: 6253.775879
	Iteration 167Q: 3 clusters Score -2.990629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 296147 members 
Entering Unmasked Estep 
Score: -29906312.000000 Penalty: 6253.775879
	Iteration 168Q: 3 clusters Score -2.990631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 296137 members 
Entering Unmasked Estep 
Score: -29906318.000000 Penalty: 6253.775879
	Iteration 169Q: 3 clusters Score -2.990632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 296134 members 
Entering Unmasked Estep 
Score: -29906322.000000 Penalty: 6253.775879
	Iteration 170Q: 3 clusters Score -2.990632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 296139 members 
Entering Unmasked Estep 
Score: -29906318.000000 Penalty: 6253.775879
	Iteration 171Q: 3 clusters Score -2.990632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 296136 members 
Entering Unmasked Estep 
Score: -29906310.000000 Penalty: 6253.775879
	Iteration 172Q: 3 clusters Score -2.990631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 296135 members 
Entering Unmasked Estep 
Score: -29906312.000000 Penalty: 6253.775879
	Iteration 173Q: 3 clusters Score -2.990631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 296138 members 
Entering Unmasked Estep 
Score: -29906314.000000 Penalty: 6253.775879
	Iteration 174Q: 3 clusters Score -2.990631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 296139 members 
Entering Unmasked Estep 
Score: -29906316.000000 Penalty: 6253.775879
	Iteration 175Q: 3 clusters Score -2.990632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 296141 members 
Entering Unmasked Estep 
Score: -29906302.000000 Penalty: 6253.775879
	Iteration 176Q: 3 clusters Score -2.99063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 296142 members 
Entering Unmasked Estep 
Score: -29906308.000000 Penalty: 6253.775879
	Iteration 177Q: 3 clusters Score -2.990631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 296142 members 
Entering Unmasked Estep 
Score: -29906296.000000 Penalty: 6253.775879
	Iteration 178Q: 3 clusters Score -2.99063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 296143 members 
Entering Unmasked Estep 
Score: -29906308.000000 Penalty: 6253.775879
	Iteration 179Q: 3 clusters Score -2.990631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 296144 members 
Entering Unmasked Estep 
Score: -29906302.000000 Penalty: 6253.775879
	Iteration 180F: 3 clusters Score -2.99063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Entering Unmasked Estep 
Score: -390614.625000 Penalty: 2068.018555
	Iteration 0F: 2 clusters Score -390614.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -386581.125000 Penalty: 4136.037109
	Iteration 0F: 3 clusters Score -386581.1 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -387555.125000 Penalty: 4136.037109
	Iteration 1F: 3 clusters Score -387555.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -387823.531250 Penalty: 4136.037109
	Iteration 2F: 3 clusters Score -387823.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -388024.343750 Penalty: 4136.037109
	Iteration 3F: 3 clusters Score -388024.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -388185.062500 Penalty: 4136.037109
	Iteration 4Q: 3 clusters Score -388185.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -388358.031250 Penalty: 4136.037109
	Iteration 5Q: 3 clusters Score -388358 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -388545.250000 Penalty: 4136.037109
	Iteration 6Q: 3 clusters Score -388545.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -388792.562500 Penalty: 4136.037109
	Iteration 7Q: 3 clusters Score -388792.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -389145.625000 Penalty: 4136.037109
	Iteration 8F: 3 clusters Score -389145.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -389640.500000 Penalty: 4136.037109
	Iteration 9F: 3 clusters Score -389640.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -390208.218750 Penalty: 4136.037109
	Iteration 10F: 3 clusters Score -390208.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -390822.000000 Penalty: 4136.037109
	Iteration 11Q: 3 clusters Score -390822 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -391075.281250 Penalty: 4136.037109
	Iteration 12Q: 3 clusters Score -391075.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -391234.843750 Penalty: 4136.037109
	Iteration 13Q: 3 clusters Score -391234.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -391373.437500 Penalty: 4136.037109
	Iteration 14Q: 3 clusters Score -391373.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -391523.125000 Penalty: 4136.037109
	Iteration 15Q: 3 clusters Score -391523.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -391614.718750 Penalty: 4136.037109
	Iteration 16Q: 3 clusters Score -391614.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -391646.781250 Penalty: 4136.037109
	Iteration 17Q: 3 clusters Score -391646.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -391659.250000 Penalty: 4136.037109
	Iteration 18Q: 3 clusters Score -391659.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -391665.312500 Penalty: 4136.037109
	Iteration 19Q: 3 clusters Score -391665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -391666.625000 Penalty: 4136.037109
	Iteration 20F: 3 clusters Score -391666.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -391667.187500 Penalty: 4136.037109
	Iteration 21Q: 3 clusters Score -391667.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -391667.187500 Penalty: 4136.037109
	Iteration 22F: 3 clusters Score -391667.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5006 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8270 members 
Mstep: Class 5 contains 66524 members 
Mstep: Class 6 contains 7700 members 
Mstep: Class 7 contains 17292 members 
Mstep: Class 8 contains 41891 members 
Mstep: Class 9 contains 15042 members 
Mstep: Class 10 contains 29720 members 
Mstep: Class 11 contains 74600 members 
Mstep: Class 12 contains 42267 members 
Mstep: Class 13 contains 193839 members 
Mstep: Class 14 contains 18675 members 
Mstep: Class 15 contains 10815 members 
Mstep: Class 16 contains 5448 members 
Mstep: Class 17 contains 93732 members 
Mstep: Class 18 contains 373770 members 
Mstep: Class 19 contains 21792 members 
Mstep: Class 20 contains 13571 members 
Mstep: Class 21 contains 20734 members 
Mstep: Class 22 contains 45115 members 
Mstep: Class 23 contains 35660 members 
Mstep: Class 24 contains 11266 members 
Mstep: Class 25 contains 9343 members 
Mstep: Class 26 contains 13035 members 
Mstep: Class 27 contains 7548 members 
Mstep: Class 28 contains 16349 members 
Mstep: Class 29 contains 9224 members 
Mstep: Class 30 contains 90217 members 
Mstep: Class 31 contains 299066 members 
Mstep: Class 32 contains 2354 members 
Mstep: Class 33 contains 7576 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 1829 members 
Entering Unmasked Estep 
Score: -157088704.000000 Penalty: 124097.632812
Splitting cluster 32 changes total score from -157088448.000000 to -157088704.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 33 (7576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Entering Unmasked Estep 
Score: -769473.562500 Penalty: 2215.319580
	Iteration 0F: 2 clusters Score -769473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -763297.000000 Penalty: 4430.639160
	Iteration 0F: 3 clusters Score -763297 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -764962.562500 Penalty: 4430.639160
	Iteration 1F: 3 clusters Score -764962.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -765210.375000 Penalty: 4430.639160
	Iteration 2F: 3 clusters Score -765210.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -765372.437500 Penalty: 4430.639160
	Iteration 3Q: 3 clusters Score -765372.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -765483.250000 Penalty: 4430.639160
	Iteration 4Q: 3 clusters Score -765483.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -765563.687500 Penalty: 4430.639160
	Iteration 5Q: 3 clusters Score -765563.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -765625.750000 Penalty: 4430.639160
	Iteration 6Q: 3 clusters Score -765625.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -765685.375000 Penalty: 4430.639160
	Iteration 7Q: 3 clusters Score -765685.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -765733.625000 Penalty: 4430.639160
	Iteration 8Q: 3 clusters Score -765733.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -765771.750000 Penalty: 4430.639160
	Iteration 9Q: 3 clusters Score -765771.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -765802.625000 Penalty: 4430.639160
	Iteration 10Q: 3 clusters Score -765802.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -765826.187500 Penalty: 4430.639160
	Iteration 11Q: 3 clusters Score -765826.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -765843.562500 Penalty: 4430.639160
	Iteration 12Q: 3 clusters Score -765843.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -765856.625000 Penalty: 4430.639160
	Iteration 13Q: 3 clusters Score -765856.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -765874.437500 Penalty: 4430.639160
	Iteration 14Q: 3 clusters Score -765874.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -765897.062500 Penalty: 4430.639160
	Iteration 15Q: 3 clusters Score -765897.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -765919.125000 Penalty: 4430.639160
	Iteration 16Q: 3 clusters Score -765919.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -765943.187500 Penalty: 4430.639160
	Iteration 17Q: 3 clusters Score -765943.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -765963.125000 Penalty: 4430.639160
	Iteration 18Q: 3 clusters Score -765963.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -765986.187500 Penalty: 4430.639160
	Iteration 19Q: 3 clusters Score -765986.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -766005.000000 Penalty: 4430.639160
	Iteration 20F: 3 clusters Score -766005 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -766025.250000 Penalty: 4430.639160
	Iteration 21Q: 3 clusters Score -766025.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -766049.812500 Penalty: 4430.639160
	Iteration 22Q: 3 clusters Score -766049.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -766090.562500 Penalty: 4430.639160
	Iteration 23Q: 3 clusters Score -766090.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -766137.437500 Penalty: 4430.639160
	Iteration 24Q: 3 clusters Score -766137.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -766206.500000 Penalty: 4430.639160
	Iteration 25Q: 3 clusters Score -766206.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -766286.812500 Penalty: 4430.639160
	Iteration 26Q: 3 clusters Score -766286.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -766371.687500 Penalty: 4430.639160
	Iteration 27Q: 3 clusters Score -766371.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -766485.000000 Penalty: 4430.639160
	Iteration 28Q: 3 clusters Score -766485 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -766601.687500 Penalty: 4430.639160
	Iteration 29Q: 3 clusters Score -766601.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -766736.375000 Penalty: 4430.639160
	Iteration 30Q: 3 clusters Score -766736.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -766873.937500 Penalty: 4430.639160
	Iteration 31Q: 3 clusters Score -766873.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -767010.687500 Penalty: 4430.639160
	Iteration 32Q: 3 clusters Score -767010.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -767141.375000 Penalty: 4430.639160
	Iteration 33Q: 3 clusters Score -767141.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -767260.250000 Penalty: 4430.639160
	Iteration 34Q: 3 clusters Score -767260.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -767349.312500 Penalty: 4430.639160
	Iteration 35Q: 3 clusters Score -767349.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -767428.687500 Penalty: 4430.639160
	Iteration 36Q: 3 clusters Score -767428.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -767478.125000 Penalty: 4430.639160
	Iteration 37Q: 3 clusters Score -767478.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -767520.625000 Penalty: 4430.639160
	Iteration 38Q: 3 clusters Score -767520.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -767543.375000 Penalty: 4430.639160
	Iteration 39Q: 3 clusters Score -767543.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -767553.687500 Penalty: 4430.639160
	Iteration 40F: 3 clusters Score -767553.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -767563.812500 Penalty: 4430.639160
	Iteration 41Q: 3 clusters Score -767563.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -767571.625000 Penalty: 4430.639160
	Iteration 42Q: 3 clusters Score -767571.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -767583.250000 Penalty: 4430.639160
	Iteration 43Q: 3 clusters Score -767583.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -767596.062500 Penalty: 4430.639160
	Iteration 44Q: 3 clusters Score -767596.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -767605.500000 Penalty: 4430.639160
	Iteration 45Q: 3 clusters Score -767605.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -767612.437500 Penalty: 4430.639160
	Iteration 46Q: 3 clusters Score -767612.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -767624.562500 Penalty: 4430.639160
	Iteration 47Q: 3 clusters Score -767624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -767629.437500 Penalty: 4430.639160
	Iteration 48Q: 3 clusters Score -767629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -767634.187500 Penalty: 4430.639160
	Iteration 49Q: 3 clusters Score -767634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -767636.750000 Penalty: 4430.639160
	Iteration 50Q: 3 clusters Score -767636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -767636.125000 Penalty: 4430.639160
	Iteration 51Q: 3 clusters Score -767636.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -767636.125000 Penalty: 4430.639160
	Iteration 52F: 3 clusters Score -767636.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -180446.703125 Penalty: 1870.863037
	Iteration 0F: 2 clusters Score -180446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -177899.187500 Penalty: 3741.726074
	Iteration 0F: 3 clusters Score -177899.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -178336.796875 Penalty: 3741.726074
	Iteration 1F: 3 clusters Score -178336.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -178452.328125 Penalty: 3741.726074
	Iteration 2F: 3 clusters Score -178452.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -178542.421875 Penalty: 3741.726074
	Iteration 3Q: 3 clusters Score -178542.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -178631.718750 Penalty: 3741.726074
	Iteration 4Q: 3 clusters Score -178631.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -178718.109375 Penalty: 3741.726074
	Iteration 5Q: 3 clusters Score -178718.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -178792.265625 Penalty: 3741.726074
	Iteration 6Q: 3 clusters Score -178792.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -178863.468750 Penalty: 3741.726074
	Iteration 7Q: 3 clusters Score -178863.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -178963.609375 Penalty: 3741.726074
	Iteration 8Q: 3 clusters Score -178963.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -179063.062500 Penalty: 3741.726074
	Iteration 9Q: 3 clusters Score -179063.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -179141.812500 Penalty: 3741.726074
	Iteration 10Q: 3 clusters Score -179141.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -179202.812500 Penalty: 3741.726074
	Iteration 11Q: 3 clusters Score -179202.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -179257.578125 Penalty: 3741.726074
	Iteration 12Q: 3 clusters Score -179257.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -179301.250000 Penalty: 3741.726074
	Iteration 13Q: 3 clusters Score -179301.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -179336.843750 Penalty: 3741.726074
	Iteration 14Q: 3 clusters Score -179336.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -179355.078125 Penalty: 3741.726074
	Iteration 15Q: 3 clusters Score -179355.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -179369.484375 Penalty: 3741.726074
	Iteration 16Q: 3 clusters Score -179369.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -179381.078125 Penalty: 3741.726074
	Iteration 17Q: 3 clusters Score -179381.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -179384.656250 Penalty: 3741.726074
	Iteration 18Q: 3 clusters Score -179384.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -179387.906250 Penalty: 3741.726074
	Iteration 19Q: 3 clusters Score -179387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -179390.578125 Penalty: 3741.726074
	Iteration 20F: 3 clusters Score -179390.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -179391.328125 Penalty: 3741.726074
	Iteration 21Q: 3 clusters Score -179391.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -179391.328125 Penalty: 3741.726074
	Iteration 22F: 3 clusters Score -179391.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5006 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8270 members 
Mstep: Class 5 contains 66524 members 
Mstep: Class 6 contains 7700 members 
Mstep: Class 7 contains 17292 members 
Mstep: Class 8 contains 41891 members 
Mstep: Class 9 contains 15042 members 
Mstep: Class 10 contains 29720 members 
Mstep: Class 11 contains 74600 members 
Mstep: Class 12 contains 42267 members 
Mstep: Class 13 contains 193839 members 
Mstep: Class 14 contains 18675 members 
Mstep: Class 15 contains 10815 members 
Mstep: Class 16 contains 5448 members 
Mstep: Class 17 contains 93732 members 
Mstep: Class 18 contains 373770 members 
Mstep: Class 19 contains 21792 members 
Mstep: Class 20 contains 13571 members 
Mstep: Class 21 contains 20734 members 
Mstep: Class 22 contains 45115 members 
Mstep: Class 23 contains 35660 members 
Mstep: Class 24 contains 11266 members 
Mstep: Class 25 contains 9343 members 
Mstep: Class 26 contains 13035 members 
Mstep: Class 27 contains 7548 members 
Mstep: Class 28 contains 16349 members 
Mstep: Class 29 contains 9224 members 
Mstep: Class 30 contains 90217 members 
Mstep: Class 31 contains 299066 members 
Mstep: Class 32 contains 2354 members 
Mstep: Class 33 contains 7576 members 
Mstep: Class 34 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157089264.000000 Penalty: 124097.632812
Iteration 119Q: 36 clusters Score -1.570893e+08 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8272 members 
Mstep: Class 5 contains 66508 members 
Mstep: Class 6 contains 7710 members 
Mstep: Class 7 contains 17279 members 
Mstep: Class 8 contains 41901 members 
Mstep: Class 9 contains 15049 members 
Mstep: Class 10 contains 29595 members 
Mstep: Class 11 contains 74542 members 
Mstep: Class 12 contains 42259 members 
Mstep: Class 13 contains 194188 members 
Mstep: Class 14 contains 18681 members 
Mstep: Class 15 contains 10816 members 
Mstep: Class 16 contains 5449 members 
Mstep: Class 17 contains 93429 members 
Mstep: Class 18 contains 373449 members 
Mstep: Class 19 contains 21794 members 
Mstep: Class 20 contains 14077 members 
Mstep: Class 21 contains 20730 members 
Mstep: Class 22 contains 45049 members 
Mstep: Class 23 contains 35664 members 
Mstep: Class 24 contains 11273 members 
Mstep: Class 25 contains 9312 members 
Mstep: Class 26 contains 13023 members 
Mstep: Class 27 contains 7547 members 
Mstep: Class 28 contains 16366 members 
Mstep: Class 29 contains 9226 members 
Mstep: Class 30 contains 90224 members 
Mstep: Class 31 contains 298985 members 
Mstep: Class 32 contains 2573 members 
Mstep: Class 33 contains 7576 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157090304.000000 Penalty: 124097.632812
Iteration 120F: 36 clusters Score -1.570903e+08 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 66511 members 
Mstep: Class 6 contains 7692 members 
Mstep: Class 7 contains 17265 members 
Mstep: Class 8 contains 41881 members 
Mstep: Class 9 contains 15019 members 
Mstep: Class 10 contains 29393 members 
Mstep: Class 11 contains 74481 members 
Mstep: Class 12 contains 42243 members 
Mstep: Class 13 contains 194562 members 
Mstep: Class 14 contains 18685 members 
Mstep: Class 15 contains 10822 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 93099 members 
Mstep: Class 18 contains 372834 members 
Mstep: Class 19 contains 21792 members 
Mstep: Class 20 contains 14902 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 45004 members 
Mstep: Class 23 contains 35642 members 
Mstep: Class 24 contains 11269 members 
Mstep: Class 25 contains 9297 members 
Mstep: Class 26 contains 13003 members 
Mstep: Class 27 contains 7548 members 
Mstep: Class 28 contains 16317 members 
Mstep: Class 29 contains 9225 members 
Mstep: Class 30 contains 90223 members 
Mstep: Class 31 contains 298931 members 
Mstep: Class 32 contains 2788 members 
Mstep: Class 33 contains 7578 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157091088.000000 Penalty: 124097.632812
Iteration 121Q: 36 clusters Score -1.570911e+08 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4960 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 8283 members 
Mstep: Class 5 contains 66504 members 
Mstep: Class 6 contains 7674 members 
Mstep: Class 7 contains 17258 members 
Mstep: Class 8 contains 41878 members 
Mstep: Class 9 contains 15010 members 
Mstep: Class 10 contains 29176 members 
Mstep: Class 11 contains 74410 members 
Mstep: Class 12 contains 42234 members 
Mstep: Class 13 contains 194935 members 
Mstep: Class 14 contains 18696 members 
Mstep: Class 15 contains 10825 members 
Mstep: Class 16 contains 5448 members 
Mstep: Class 17 contains 92758 members 
Mstep: Class 18 contains 372231 members 
Mstep: Class 19 contains 21781 members 
Mstep: Class 20 contains 15776 members 
Mstep: Class 21 contains 20703 members 
Mstep: Class 22 contains 44973 members 
Mstep: Class 23 contains 35640 members 
Mstep: Class 24 contains 11259 members 
Mstep: Class 25 contains 9283 members 
Mstep: Class 26 contains 12983 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 16292 members 
Mstep: Class 29 contains 9224 members 
Mstep: Class 30 contains 90215 members 
Mstep: Class 31 contains 298839 members 
Mstep: Class 32 contains 2999 members 
Mstep: Class 33 contains 7578 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 1953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157091840.000000 Penalty: 124097.632812
Iteration 122Q: 36 clusters Score -1.570918e+08 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4958 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 8281 members 
Mstep: Class 5 contains 66513 members 
Mstep: Class 6 contains 7661 members 
Mstep: Class 7 contains 17246 members 
Mstep: Class 8 contains 41872 members 
Mstep: Class 9 contains 15005 members 
Mstep: Class 10 contains 28977 members 
Mstep: Class 11 contains 74337 members 
Mstep: Class 12 contains 42230 members 
Mstep: Class 13 contains 195299 members 
Mstep: Class 14 contains 18714 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 92425 members 
Mstep: Class 18 contains 371613 members 
Mstep: Class 19 contains 21781 members 
Mstep: Class 20 contains 16673 members 
Mstep: Class 21 contains 20672 members 
Mstep: Class 22 contains 44917 members 
Mstep: Class 23 contains 35621 members 
Mstep: Class 24 contains 11256 members 
Mstep: Class 25 contains 9277 members 
Mstep: Class 26 contains 12975 members 
Mstep: Class 27 contains 7543 members 
Mstep: Class 28 contains 16274 members 
Mstep: Class 29 contains 9224 members 
Mstep: Class 30 contains 90214 members 
Mstep: Class 31 contains 298741 members 
Mstep: Class 32 contains 3179 members 
Mstep: Class 33 contains 7582 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 2004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157092512.000000 Penalty: 124097.632812
Iteration 123Q: 36 clusters Score -1.570925e+08 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4948 members 
Mstep: Class 3 contains 2165 members 
Mstep: Class 4 contains 8281 members 
Mstep: Class 5 contains 66519 members 
Mstep: Class 6 contains 7661 members 
Mstep: Class 7 contains 17225 members 
Mstep: Class 8 contains 41865 members 
Mstep: Class 9 contains 15002 members 
Mstep: Class 10 contains 28807 members 
Mstep: Class 11 contains 74264 members 
Mstep: Class 12 contains 42215 members 
Mstep: Class 13 contains 195658 members 
Mstep: Class 14 contains 18719 members 
Mstep: Class 15 contains 10832 members 
Mstep: Class 16 contains 5448 members 
Mstep: Class 17 contains 92057 members 
Mstep: Class 18 contains 370996 members 
Mstep: Class 19 contains 21781 members 
Mstep: Class 20 contains 17616 members 
Mstep: Class 21 contains 20647 members 
Mstep: Class 22 contains 44871 members 
Mstep: Class 23 contains 35601 members 
Mstep: Class 24 contains 11247 members 
Mstep: Class 25 contains 9271 members 
Mstep: Class 26 contains 12961 members 
Mstep: Class 27 contains 7543 members 
Mstep: Class 28 contains 16264 members 
Mstep: Class 29 contains 9223 members 
Mstep: Class 30 contains 90199 members 
Mstep: Class 31 contains 298649 members 
Mstep: Class 32 contains 3355 members 
Mstep: Class 33 contains 7581 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157092864.000000 Penalty: 124097.632812
Iteration 124Q: 36 clusters Score -1.570929e+08 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4938 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 8282 members 
Mstep: Class 5 contains 66515 members 
Mstep: Class 6 contains 7661 members 
Mstep: Class 7 contains 17208 members 
Mstep: Class 8 contains 41862 members 
Mstep: Class 9 contains 14988 members 
Mstep: Class 10 contains 28645 members 
Mstep: Class 11 contains 74191 members 
Mstep: Class 12 contains 42196 members 
Mstep: Class 13 contains 195986 members 
Mstep: Class 14 contains 18722 members 
Mstep: Class 15 contains 10835 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 91681 members 
Mstep: Class 18 contains 370398 members 
Mstep: Class 19 contains 21782 members 
Mstep: Class 20 contains 18574 members 
Mstep: Class 21 contains 20633 members 
Mstep: Class 22 contains 44834 members 
Mstep: Class 23 contains 35583 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 9262 members 
Mstep: Class 26 contains 12944 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 16259 members 
Mstep: Class 29 contains 9223 members 
Mstep: Class 30 contains 90197 members 
Mstep: Class 31 contains 298524 members 
Mstep: Class 32 contains 3533 members 
Mstep: Class 33 contains 7586 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 2090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157093360.000000 Penalty: 124097.632812
Iteration 125Q: 36 clusters Score -1.570934e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 8286 members 
Mstep: Class 5 contains 66495 members 
Mstep: Class 6 contains 7661 members 
Mstep: Class 7 contains 17191 members 
Mstep: Class 8 contains 41847 members 
Mstep: Class 9 contains 14979 members 
Mstep: Class 10 contains 28522 members 
Mstep: Class 11 contains 74115 members 
Mstep: Class 12 contains 42188 members 
Mstep: Class 13 contains 196367 members 
Mstep: Class 14 contains 18727 members 
Mstep: Class 15 contains 10836 members 
Mstep: Class 16 contains 5456 members 
Mstep: Class 17 contains 91308 members 
Mstep: Class 18 contains 369756 members 
Mstep: Class 19 contains 21769 members 
Mstep: Class 20 contains 19568 members 
Mstep: Class 21 contains 20616 members 
Mstep: Class 22 contains 44791 members 
Mstep: Class 23 contains 35584 members 
Mstep: Class 24 contains 11219 members 
Mstep: Class 25 contains 9259 members 
Mstep: Class 26 contains 12929 members 
Mstep: Class 27 contains 7544 members 
Mstep: Class 28 contains 16256 members 
Mstep: Class 29 contains 9224 members 
Mstep: Class 30 contains 90207 members 
Mstep: Class 31 contains 298367 members 
Mstep: Class 32 contains 3666 members 
Mstep: Class 33 contains 7588 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157093888.000000 Penalty: 124097.632812
Iteration 126Q: 36 clusters Score -1.570939e+08 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 2158 members 
Mstep: Class 4 contains 8283 members 
Mstep: Class 5 contains 66484 members 
Mstep: Class 6 contains 7665 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 41829 members 
Mstep: Class 9 contains 14970 members 
Mstep: Class 10 contains 28410 members 
Mstep: Class 11 contains 74040 members 
Mstep: Class 12 contains 42173 members 
Mstep: Class 13 contains 196789 members 
Mstep: Class 14 contains 18735 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 5461 members 
Mstep: Class 17 contains 90937 members 
Mstep: Class 18 contains 369125 members 
Mstep: Class 19 contains 21762 members 
Mstep: Class 20 contains 20534 members 
Mstep: Class 21 contains 20605 members 
Mstep: Class 22 contains 44724 members 
Mstep: Class 23 contains 35549 members 
Mstep: Class 24 contains 11204 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12912 members 
Mstep: Class 27 contains 7545 members 
Mstep: Class 28 contains 16255 members 
Mstep: Class 29 contains 9223 members 
Mstep: Class 30 contains 90236 members 
Mstep: Class 31 contains 298212 members 
Mstep: Class 32 contains 3778 members 
Mstep: Class 33 contains 7586 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 2159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157095056.000000 Penalty: 124097.632812
Iteration 127Q: 36 clusters Score -1.570951e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 2156 members 
Mstep: Class 4 contains 8287 members 
Mstep: Class 5 contains 66481 members 
Mstep: Class 6 contains 7665 members 
Mstep: Class 7 contains 17170 members 
Mstep: Class 8 contains 41815 members 
Mstep: Class 9 contains 14969 members 
Mstep: Class 10 contains 28301 members 
Mstep: Class 11 contains 73978 members 
Mstep: Class 12 contains 42145 members 
Mstep: Class 13 contains 197132 members 
Mstep: Class 14 contains 18745 members 
Mstep: Class 15 contains 10835 members 
Mstep: Class 16 contains 5461 members 
Mstep: Class 17 contains 90609 members 
Mstep: Class 18 contains 368511 members 
Mstep: Class 19 contains 21754 members 
Mstep: Class 20 contains 21472 members 
Mstep: Class 21 contains 20591 members 
Mstep: Class 22 contains 44658 members 
Mstep: Class 23 contains 35540 members 
Mstep: Class 24 contains 11197 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12886 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 16259 members 
Mstep: Class 29 contains 9222 members 
Mstep: Class 30 contains 90247 members 
Mstep: Class 31 contains 298082 members 
Mstep: Class 32 contains 3878 members 
Mstep: Class 33 contains 7591 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157095424.000000 Penalty: 124097.632812
Iteration 128Q: 36 clusters Score -1.570954e+08 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4953 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 8290 members 
Mstep: Class 5 contains 66478 members 
Mstep: Class 6 contains 7668 members 
Mstep: Class 7 contains 17155 members 
Mstep: Class 8 contains 41798 members 
Mstep: Class 9 contains 14963 members 
Mstep: Class 10 contains 28206 members 
Mstep: Class 11 contains 73904 members 
Mstep: Class 12 contains 42098 members 
Mstep: Class 13 contains 197467 members 
Mstep: Class 14 contains 18762 members 
Mstep: Class 15 contains 10839 members 
Mstep: Class 16 contains 5459 members 
Mstep: Class 17 contains 90273 members 
Mstep: Class 18 contains 367971 members 
Mstep: Class 19 contains 21753 members 
Mstep: Class 20 contains 22396 members 
Mstep: Class 21 contains 20576 members 
Mstep: Class 22 contains 44604 members 
Mstep: Class 23 contains 35533 members 
Mstep: Class 24 contains 11189 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12870 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 16263 members 
Mstep: Class 29 contains 9220 members 
Mstep: Class 30 contains 90241 members 
Mstep: Class 31 contains 297918 members 
Mstep: Class 32 contains 3966 members 
Mstep: Class 33 contains 7598 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 2217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157096160.000000 Penalty: 124097.632812
Iteration 129Q: 36 clusters Score -1.570962e+08 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4948 members 
Mstep: Class 3 contains 2152 members 
Mstep: Class 4 contains 8291 members 
Mstep: Class 5 contains 66502 members 
Mstep: Class 6 contains 7673 members 
Mstep: Class 7 contains 17142 members 
Mstep: Class 8 contains 41787 members 
Mstep: Class 9 contains 14959 members 
Mstep: Class 10 contains 28102 members 
Mstep: Class 11 contains 73825 members 
Mstep: Class 12 contains 42057 members 
Mstep: Class 13 contains 197782 members 
Mstep: Class 14 contains 18780 members 
Mstep: Class 15 contains 10843 members 
Mstep: Class 16 contains 5458 members 
Mstep: Class 17 contains 89917 members 
Mstep: Class 18 contains 367438 members 
Mstep: Class 19 contains 21742 members 
Mstep: Class 20 contains 23307 members 
Mstep: Class 21 contains 20562 members 
Mstep: Class 22 contains 44564 members 
Mstep: Class 23 contains 35548 members 
Mstep: Class 24 contains 11179 members 
Mstep: Class 25 contains 9249 members 
Mstep: Class 26 contains 12860 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 16270 members 
Mstep: Class 29 contains 9221 members 
Mstep: Class 30 contains 90250 members 
Mstep: Class 31 contains 297731 members 
Mstep: Class 32 contains 4056 members 
Mstep: Class 33 contains 7604 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157096816.000000 Penalty: 124097.632812
Iteration 130Q: 36 clusters Score -1.570968e+08 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 8296 members 
Mstep: Class 5 contains 66497 members 
Mstep: Class 6 contains 7679 members 
Mstep: Class 7 contains 17138 members 
Mstep: Class 8 contains 41784 members 
Mstep: Class 9 contains 14951 members 
Mstep: Class 10 contains 28014 members 
Mstep: Class 11 contains 73736 members 
Mstep: Class 12 contains 42014 members 
Mstep: Class 13 contains 198119 members 
Mstep: Class 14 contains 18792 members 
Mstep: Class 15 contains 10845 members 
Mstep: Class 16 contains 5455 members 
Mstep: Class 17 contains 89571 members 
Mstep: Class 18 contains 366922 members 
Mstep: Class 19 contains 21739 members 
Mstep: Class 20 contains 24239 members 
Mstep: Class 21 contains 20550 members 
Mstep: Class 22 contains 44520 members 
Mstep: Class 23 contains 35536 members 
Mstep: Class 24 contains 11173 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12846 members 
Mstep: Class 27 contains 7548 members 
Mstep: Class 28 contains 16271 members 
Mstep: Class 29 contains 9217 members 
Mstep: Class 30 contains 90271 members 
Mstep: Class 31 contains 297515 members 
Mstep: Class 32 contains 4140 members 
Mstep: Class 33 contains 7606 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 2264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157097248.000000 Penalty: 124097.632812
Iteration 131Q: 36 clusters Score -1.570972e+08 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4956 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 8304 members 
Mstep: Class 5 contains 66492 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 17132 members 
Mstep: Class 8 contains 41771 members 
Mstep: Class 9 contains 14949 members 
Mstep: Class 10 contains 27946 members 
Mstep: Class 11 contains 73649 members 
Mstep: Class 12 contains 41963 members 
Mstep: Class 13 contains 198462 members 
Mstep: Class 14 contains 18806 members 
Mstep: Class 15 contains 10847 members 
Mstep: Class 16 contains 5456 members 
Mstep: Class 17 contains 89191 members 
Mstep: Class 18 contains 366437 members 
Mstep: Class 19 contains 21726 members 
Mstep: Class 20 contains 25198 members 
Mstep: Class 21 contains 20546 members 
Mstep: Class 22 contains 44459 members 
Mstep: Class 23 contains 35523 members 
Mstep: Class 24 contains 11157 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12828 members 
Mstep: Class 27 contains 7552 members 
Mstep: Class 28 contains 16272 members 
Mstep: Class 29 contains 9216 members 
Mstep: Class 30 contains 90284 members 
Mstep: Class 31 contains 297308 members 
Mstep: Class 32 contains 4213 members 
Mstep: Class 33 contains 7610 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 2281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157098016.000000 Penalty: 124097.632812
Iteration 132Q: 36 clusters Score -1.57098e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4955 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 8309 members 
Mstep: Class 5 contains 66471 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 17123 members 
Mstep: Class 8 contains 41753 members 
Mstep: Class 9 contains 14946 members 
Mstep: Class 10 contains 27874 members 
Mstep: Class 11 contains 73559 members 
Mstep: Class 12 contains 41898 members 
Mstep: Class 13 contains 198795 members 
Mstep: Class 14 contains 18825 members 
Mstep: Class 15 contains 10849 members 
Mstep: Class 16 contains 5453 members 
Mstep: Class 17 contains 88833 members 
Mstep: Class 18 contains 365934 members 
Mstep: Class 19 contains 21720 members 
Mstep: Class 20 contains 26209 members 
Mstep: Class 21 contains 20538 members 
Mstep: Class 22 contains 44408 members 
Mstep: Class 23 contains 35528 members 
Mstep: Class 24 contains 11148 members 
Mstep: Class 25 contains 9244 members 
Mstep: Class 26 contains 12809 members 
Mstep: Class 27 contains 7555 members 
Mstep: Class 28 contains 16274 members 
Mstep: Class 29 contains 9214 members 
Mstep: Class 30 contains 90297 members 
Mstep: Class 31 contains 297087 members 
Mstep: Class 32 contains 4268 members 
Mstep: Class 33 contains 7617 members 
Mstep: Class 34 contains 1891 members 
Mstep: Class 35 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157098688.000000 Penalty: 124097.632812
Iteration 133Q: 36 clusters Score -1.570987e+08 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4955 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 8315 members 
Mstep: Class 5 contains 66482 members 
Mstep: Class 6 contains 7707 members 
Mstep: Class 7 contains 17110 members 
Mstep: Class 8 contains 41738 members 
Mstep: Class 9 contains 14947 members 
Mstep: Class 10 contains 27804 members 
Mstep: Class 11 contains 73486 members 
Mstep: Class 12 contains 41851 members 
Mstep: Class 13 contains 199138 members 
Mstep: Class 14 contains 18831 members 
Mstep: Class 15 contains 10850 members 
Mstep: Class 16 contains 5455 members 
Mstep: Class 17 contains 88477 members 
Mstep: Class 18 contains 365423 members 
Mstep: Class 19 contains 21721 members 
Mstep: Class 20 contains 27171 members 
Mstep: Class 21 contains 20529 members 
Mstep: Class 22 contains 44342 members 
Mstep: Class 23 contains 35523 members 
Mstep: Class 24 contains 11146 members 
Mstep: Class 25 contains 9242 members 
Mstep: Class 26 contains 12789 members 
Mstep: Class 27 contains 7559 members 
Mstep: Class 28 contains 16275 members 
Mstep: Class 29 contains 9211 members 
Mstep: Class 30 contains 90283 members 
Mstep: Class 31 contains 296886 members 
Mstep: Class 32 contains 4322 members 
Mstep: Class 33 contains 7621 members 
Mstep: Class 34 contains 1892 members 
Mstep: Class 35 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157098864.000000 Penalty: 124097.632812
Iteration 134Q: 36 clusters Score -1.570989e+08 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4968 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 8321 members 
Mstep: Class 5 contains 66462 members 
Mstep: Class 6 contains 7707 members 
Mstep: Class 7 contains 17101 members 
Mstep: Class 8 contains 41725 members 
Mstep: Class 9 contains 14946 members 
Mstep: Class 10 contains 27726 members 
Mstep: Class 11 contains 73396 members 
Mstep: Class 12 contains 41792 members 
Mstep: Class 13 contains 199480 members 
Mstep: Class 14 contains 18842 members 
Mstep: Class 15 contains 10849 members 
Mstep: Class 16 contains 5453 members 
Mstep: Class 17 contains 88108 members 
Mstep: Class 18 contains 364939 members 
Mstep: Class 19 contains 21726 members 
Mstep: Class 20 contains 28142 members 
Mstep: Class 21 contains 20528 members 
Mstep: Class 22 contains 44280 members 
Mstep: Class 23 contains 35504 members 
Mstep: Class 24 contains 11143 members 
Mstep: Class 25 contains 9242 members 
Mstep: Class 26 contains 12766 members 
Mstep: Class 27 contains 7561 members 
Mstep: Class 28 contains 16275 members 
Mstep: Class 29 contains 9206 members 
Mstep: Class 30 contains 90284 members 
Mstep: Class 31 contains 296725 members 
Mstep: Class 32 contains 4373 members 
Mstep: Class 33 contains 7629 members 
Mstep: Class 34 contains 1893 members 
Mstep: Class 35 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157099056.000000 Penalty: 124097.632812
Iteration 135Q: 36 clusters Score -1.570991e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4986 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 8325 members 
Mstep: Class 5 contains 66422 members 
Mstep: Class 6 contains 7714 members 
Mstep: Class 7 contains 17093 members 
Mstep: Class 8 contains 41714 members 
Mstep: Class 9 contains 14945 members 
Mstep: Class 10 contains 27669 members 
Mstep: Class 11 contains 73297 members 
Mstep: Class 12 contains 41752 members 
Mstep: Class 13 contains 199852 members 
Mstep: Class 14 contains 18853 members 
Mstep: Class 15 contains 10849 members 
Mstep: Class 16 contains 5449 members 
Mstep: Class 17 contains 87717 members 
Mstep: Class 18 contains 364463 members 
Mstep: Class 19 contains 21725 members 
Mstep: Class 20 contains 29124 members 
Mstep: Class 21 contains 20519 members 
Mstep: Class 22 contains 44217 members 
Mstep: Class 23 contains 35474 members 
Mstep: Class 24 contains 11142 members 
Mstep: Class 25 contains 9241 members 
Mstep: Class 26 contains 12747 members 
Mstep: Class 27 contains 7561 members 
Mstep: Class 28 contains 16272 members 
Mstep: Class 29 contains 9205 members 
Mstep: Class 30 contains 90288 members 
Mstep: Class 31 contains 296540 members 
Mstep: Class 32 contains 4425 members 
Mstep: Class 33 contains 7635 members 
Mstep: Class 34 contains 1893 members 
Mstep: Class 35 contains 2310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157099600.000000 Penalty: 124097.632812
Iteration 136Q: 36 clusters Score -1.570996e+08 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5010 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 8329 members 
Mstep: Class 5 contains 66397 members 
Mstep: Class 6 contains 7714 members 
Mstep: Class 7 contains 17083 members 
Mstep: Class 8 contains 41706 members 
Mstep: Class 9 contains 14945 members 
Mstep: Class 10 contains 27623 members 
Mstep: Class 11 contains 73185 members 
Mstep: Class 12 contains 41719 members 
Mstep: Class 13 contains 200278 members 
Mstep: Class 14 contains 18867 members 
Mstep: Class 15 contains 10850 members 
Mstep: Class 16 contains 5449 members 
Mstep: Class 17 contains 87335 members 
Mstep: Class 18 contains 363897 members 
Mstep: Class 19 contains 21714 members 
Mstep: Class 20 contains 30104 members 
Mstep: Class 21 contains 20510 members 
Mstep: Class 22 contains 44156 members 
Mstep: Class 23 contains 35474 members 
Mstep: Class 24 contains 11140 members 
Mstep: Class 25 contains 9240 members 
Mstep: Class 26 contains 12731 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 16272 members 
Mstep: Class 29 contains 9202 members 
Mstep: Class 30 contains 90297 members 
Mstep: Class 31 contains 296341 members 
Mstep: Class 32 contains 4467 members 
Mstep: Class 33 contains 7638 members 
Mstep: Class 34 contains 1894 members 
Mstep: Class 35 contains 2317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157100064.000000 Penalty: 124097.632812
Iteration 137Q: 36 clusters Score -1.571001e+08 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5033 members 
Mstep: Class 3 contains 2121 members 
Mstep: Class 4 contains 8329 members 
Mstep: Class 5 contains 66381 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 17075 members 
Mstep: Class 8 contains 41700 members 
Mstep: Class 9 contains 14944 members 
Mstep: Class 10 contains 27551 members 
Mstep: Class 11 contains 73101 members 
Mstep: Class 12 contains 41671 members 
Mstep: Class 13 contains 200665 members 
Mstep: Class 14 contains 18880 members 
Mstep: Class 15 contains 10849 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 86924 members 
Mstep: Class 18 contains 363347 members 
Mstep: Class 19 contains 21710 members 
Mstep: Class 20 contains 31120 members 
Mstep: Class 21 contains 20497 members 
Mstep: Class 22 contains 44091 members 
Mstep: Class 23 contains 35480 members 
Mstep: Class 24 contains 11143 members 
Mstep: Class 25 contains 9238 members 
Mstep: Class 26 contains 12713 members 
Mstep: Class 27 contains 7561 members 
Mstep: Class 28 contains 16273 members 
Mstep: Class 29 contains 9198 members 
Mstep: Class 30 contains 90298 members 
Mstep: Class 31 contains 296171 members 
Mstep: Class 32 contains 4515 members 
Mstep: Class 33 contains 7643 members 
Mstep: Class 34 contains 1897 members 
Mstep: Class 35 contains 2323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157100832.000000 Penalty: 124097.632812
Iteration 138Q: 36 clusters Score -1.571008e+08 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5083 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 8330 members 
Mstep: Class 5 contains 66375 members 
Mstep: Class 6 contains 7719 members 
Mstep: Class 7 contains 17075 members 
Mstep: Class 8 contains 41693 members 
Mstep: Class 9 contains 14943 members 
Mstep: Class 10 contains 27489 members 
Mstep: Class 11 contains 73022 members 
Mstep: Class 12 contains 41633 members 
Mstep: Class 13 contains 201020 members 
Mstep: Class 14 contains 18897 members 
Mstep: Class 15 contains 10849 members 
Mstep: Class 16 contains 5443 members 
Mstep: Class 17 contains 86519 members 
Mstep: Class 18 contains 362794 members 
Mstep: Class 19 contains 21706 members 
Mstep: Class 20 contains 32138 members 
Mstep: Class 21 contains 20483 members 
Mstep: Class 22 contains 44040 members 
Mstep: Class 23 contains 35460 members 
Mstep: Class 24 contains 11145 members 
Mstep: Class 25 contains 9237 members 
Mstep: Class 26 contains 12704 members 
Mstep: Class 27 contains 7561 members 
Mstep: Class 28 contains 16273 members 
Mstep: Class 29 contains 9197 members 
Mstep: Class 30 contains 90283 members 
Mstep: Class 31 contains 296000 members 
Mstep: Class 32 contains 4562 members 
Mstep: Class 33 contains 7645 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 2330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157101616.000000 Penalty: 124097.632812
Iteration 139Q: 36 clusters Score -1.571016e+08 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5153 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 4 contains 8332 members 
Mstep: Class 5 contains 66356 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 17077 members 
Mstep: Class 8 contains 41677 members 
Mstep: Class 9 contains 14940 members 
Mstep: Class 10 contains 27444 members 
Mstep: Class 11 contains 72924 members 
Mstep: Class 12 contains 41567 members 
Mstep: Class 13 contains 201337 members 
Mstep: Class 14 contains 18917 members 
Mstep: Class 15 contains 10850 members 
Mstep: Class 16 contains 5442 members 
Mstep: Class 17 contains 86141 members 
Mstep: Class 18 contains 362305 members 
Mstep: Class 19 contains 21695 members 
Mstep: Class 20 contains 33107 members 
Mstep: Class 21 contains 20466 members 
Mstep: Class 22 contains 44002 members 
Mstep: Class 23 contains 35456 members 
Mstep: Class 24 contains 11147 members 
Mstep: Class 25 contains 9238 members 
Mstep: Class 26 contains 12680 members 
Mstep: Class 27 contains 7564 members 
Mstep: Class 28 contains 16274 members 
Mstep: Class 29 contains 9193 members 
Mstep: Class 30 contains 90277 members 
Mstep: Class 31 contains 295860 members 
Mstep: Class 32 contains 4597 members 
Mstep: Class 33 contains 7645 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157102304.000000 Penalty: 124097.632812
Iteration 140F: 36 clusters Score -1.571023e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 8341 members 
Mstep: Class 5 contains 66329 members 
Mstep: Class 6 contains 7703 members 
Mstep: Class 7 contains 17074 members 
Mstep: Class 8 contains 41663 members 
Mstep: Class 9 contains 14938 members 
Mstep: Class 10 contains 27396 members 
Mstep: Class 11 contains 72824 members 
Mstep: Class 12 contains 41498 members 
Mstep: Class 13 contains 201614 members 
Mstep: Class 14 contains 18938 members 
Mstep: Class 15 contains 10849 members 
Mstep: Class 16 contains 5441 members 
Mstep: Class 17 contains 85765 members 
Mstep: Class 18 contains 361529 members 
Mstep: Class 19 contains 21679 members 
Mstep: Class 20 contains 34401 members 
Mstep: Class 21 contains 20455 members 
Mstep: Class 22 contains 43975 members 
Mstep: Class 23 contains 35445 members 
Mstep: Class 24 contains 11146 members 
Mstep: Class 25 contains 9240 members 
Mstep: Class 26 contains 12671 members 
Mstep: Class 27 contains 7568 members 
Mstep: Class 28 contains 16272 members 
Mstep: Class 29 contains 9191 members 
Mstep: Class 30 contains 90300 members 
Mstep: Class 31 contains 295681 members 
Mstep: Class 32 contains 4628 members 
Mstep: Class 33 contains 7648 members 
Mstep: Class 34 contains 1903 members 
Mstep: Class 35 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157103376.000000 Penalty: 124097.632812
Iteration 141Q: 36 clusters Score -1.571034e+08 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5182 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 8344 members 
Mstep: Class 5 contains 66309 members 
Mstep: Class 6 contains 7706 members 
Mstep: Class 7 contains 17071 members 
Mstep: Class 8 contains 41645 members 
Mstep: Class 9 contains 14932 members 
Mstep: Class 10 contains 27332 members 
Mstep: Class 11 contains 72688 members 
Mstep: Class 12 contains 41455 members 
Mstep: Class 13 contains 201861 members 
Mstep: Class 14 contains 18948 members 
Mstep: Class 15 contains 10848 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 85339 members 
Mstep: Class 18 contains 360836 members 
Mstep: Class 19 contains 21665 members 
Mstep: Class 20 contains 35782 members 
Mstep: Class 21 contains 20444 members 
Mstep: Class 22 contains 43924 members 
Mstep: Class 23 contains 35432 members 
Mstep: Class 24 contains 11151 members 
Mstep: Class 25 contains 9240 members 
Mstep: Class 26 contains 12660 members 
Mstep: Class 27 contains 7568 members 
Mstep: Class 28 contains 16273 members 
Mstep: Class 29 contains 9185 members 
Mstep: Class 30 contains 90312 members 
Mstep: Class 31 contains 295478 members 
Mstep: Class 32 contains 4666 members 
Mstep: Class 33 contains 7653 members 
Mstep: Class 34 contains 1907 members 
Mstep: Class 35 contains 2531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157104560.000000 Penalty: 124097.632812
Iteration 142Q: 36 clusters Score -1.571046e+08 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5148 members 
Mstep: Class 3 contains 2095 members 
Mstep: Class 4 contains 8343 members 
Mstep: Class 5 contains 66249 members 
Mstep: Class 6 contains 7706 members 
Mstep: Class 7 contains 17075 members 
Mstep: Class 8 contains 41620 members 
Mstep: Class 9 contains 14919 members 
Mstep: Class 10 contains 27270 members 
Mstep: Class 11 contains 72565 members 
Mstep: Class 12 contains 41413 members 
Mstep: Class 13 contains 202151 members 
Mstep: Class 14 contains 18963 members 
Mstep: Class 15 contains 10849 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 84869 members 
Mstep: Class 18 contains 360039 members 
Mstep: Class 19 contains 21672 members 
Mstep: Class 20 contains 37237 members 
Mstep: Class 21 contains 20443 members 
Mstep: Class 22 contains 43888 members 
Mstep: Class 23 contains 35436 members 
Mstep: Class 24 contains 11149 members 
Mstep: Class 25 contains 9240 members 
Mstep: Class 26 contains 12645 members 
Mstep: Class 27 contains 7569 members 
Mstep: Class 28 contains 16280 members 
Mstep: Class 29 contains 9183 members 
Mstep: Class 30 contains 90342 members 
Mstep: Class 31 contains 295256 members 
Mstep: Class 32 contains 4702 members 
Mstep: Class 33 contains 7662 members 
Mstep: Class 34 contains 1915 members 
Mstep: Class 35 contains 2620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157105472.000000 Penalty: 124097.632812
Iteration 143Q: 36 clusters Score -1.571055e+08 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 8344 members 
Mstep: Class 5 contains 66189 members 
Mstep: Class 6 contains 7711 members 
Mstep: Class 7 contains 17061 members 
Mstep: Class 8 contains 41599 members 
Mstep: Class 9 contains 14909 members 
Mstep: Class 10 contains 27233 members 
Mstep: Class 11 contains 72441 members 
Mstep: Class 12 contains 41340 members 
Mstep: Class 13 contains 202428 members 
Mstep: Class 14 contains 18967 members 
Mstep: Class 15 contains 10850 members 
Mstep: Class 16 contains 5441 members 
Mstep: Class 17 contains 84381 members 
Mstep: Class 18 contains 359361 members 
Mstep: Class 19 contains 21685 members 
Mstep: Class 20 contains 38674 members 
Mstep: Class 21 contains 20441 members 
Mstep: Class 22 contains 43835 members 
Mstep: Class 23 contains 35438 members 
Mstep: Class 24 contains 11135 members 
Mstep: Class 25 contains 9242 members 
Mstep: Class 26 contains 12620 members 
Mstep: Class 27 contains 7572 members 
Mstep: Class 28 contains 16287 members 
Mstep: Class 29 contains 9183 members 
Mstep: Class 30 contains 90378 members 
Mstep: Class 31 contains 295024 members 
Mstep: Class 32 contains 4725 members 
Mstep: Class 33 contains 7667 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157106608.000000 Penalty: 124097.632812
Iteration 144Q: 36 clusters Score -1.571066e+08 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5065 members 
Mstep: Class 3 contains 2086 members 
Mstep: Class 4 contains 8356 members 
Mstep: Class 5 contains 66136 members 
Mstep: Class 6 contains 7703 members 
Mstep: Class 7 contains 17051 members 
Mstep: Class 8 contains 41577 members 
Mstep: Class 9 contains 14902 members 
Mstep: Class 10 contains 27179 members 
Mstep: Class 11 contains 72305 members 
Mstep: Class 12 contains 41253 members 
Mstep: Class 13 contains 202677 members 
Mstep: Class 14 contains 18980 members 
Mstep: Class 15 contains 10850 members 
Mstep: Class 16 contains 5440 members 
Mstep: Class 17 contains 83879 members 
Mstep: Class 18 contains 358750 members 
Mstep: Class 19 contains 21697 members 
Mstep: Class 20 contains 40168 members 
Mstep: Class 21 contains 20427 members 
Mstep: Class 22 contains 43789 members 
Mstep: Class 23 contains 35428 members 
Mstep: Class 24 contains 11132 members 
Mstep: Class 25 contains 9243 members 
Mstep: Class 26 contains 12597 members 
Mstep: Class 27 contains 7572 members 
Mstep: Class 28 contains 16287 members 
Mstep: Class 29 contains 9177 members 
Mstep: Class 30 contains 90435 members 
Mstep: Class 31 contains 294726 members 
Mstep: Class 32 contains 4753 members 
Mstep: Class 33 contains 7669 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 2768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157107584.000000 Penalty: 124097.632812
Iteration 145Q: 36 clusters Score -1.571076e+08 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 8365 members 
Mstep: Class 5 contains 66100 members 
Mstep: Class 6 contains 7703 members 
Mstep: Class 7 contains 17046 members 
Mstep: Class 8 contains 41562 members 
Mstep: Class 9 contains 14895 members 
Mstep: Class 10 contains 27122 members 
Mstep: Class 11 contains 72173 members 
Mstep: Class 12 contains 41185 members 
Mstep: Class 13 contains 202906 members 
Mstep: Class 14 contains 18993 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 5441 members 
Mstep: Class 17 contains 83381 members 
Mstep: Class 18 contains 358076 members 
Mstep: Class 19 contains 21700 members 
Mstep: Class 20 contains 41734 members 
Mstep: Class 21 contains 20415 members 
Mstep: Class 22 contains 43760 members 
Mstep: Class 23 contains 35414 members 
Mstep: Class 24 contains 11128 members 
Mstep: Class 25 contains 9244 members 
Mstep: Class 26 contains 12575 members 
Mstep: Class 27 contains 7570 members 
Mstep: Class 28 contains 16287 members 
Mstep: Class 29 contains 9174 members 
Mstep: Class 30 contains 90464 members 
Mstep: Class 31 contains 294416 members 
Mstep: Class 32 contains 4787 members 
Mstep: Class 33 contains 7672 members 
Mstep: Class 34 contains 1932 members 
Mstep: Class 35 contains 2801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157108480.000000 Penalty: 124097.632812
Iteration 146Q: 36 clusters Score -1.571085e+08 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 2082 members 
Mstep: Class 4 contains 8367 members 
Mstep: Class 5 contains 66052 members 
Mstep: Class 6 contains 7701 members 
Mstep: Class 7 contains 17035 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 14889 members 
Mstep: Class 10 contains 27060 members 
Mstep: Class 11 contains 72038 members 
Mstep: Class 12 contains 41116 members 
Mstep: Class 13 contains 203091 members 
Mstep: Class 14 contains 19005 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 82909 members 
Mstep: Class 18 contains 357310 members 
Mstep: Class 19 contains 21706 members 
Mstep: Class 20 contains 43429 members 
Mstep: Class 21 contains 20408 members 
Mstep: Class 22 contains 43720 members 
Mstep: Class 23 contains 35412 members 
Mstep: Class 24 contains 11123 members 
Mstep: Class 25 contains 9243 members 
Mstep: Class 26 contains 12556 members 
Mstep: Class 27 contains 7571 members 
Mstep: Class 28 contains 16284 members 
Mstep: Class 29 contains 9169 members 
Mstep: Class 30 contains 90504 members 
Mstep: Class 31 contains 294107 members 
Mstep: Class 32 contains 4821 members 
Mstep: Class 33 contains 7675 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 2819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157109136.000000 Penalty: 124097.632812
Iteration 147Q: 36 clusters Score -1.571091e+08 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5010 members 
Mstep: Class 3 contains 2080 members 
Mstep: Class 4 contains 8368 members 
Mstep: Class 5 contains 66009 members 
Mstep: Class 6 contains 7707 members 
Mstep: Class 7 contains 17026 members 
Mstep: Class 8 contains 41529 members 
Mstep: Class 9 contains 14885 members 
Mstep: Class 10 contains 26999 members 
Mstep: Class 11 contains 71907 members 
Mstep: Class 12 contains 41050 members 
Mstep: Class 13 contains 203237 members 
Mstep: Class 14 contains 19012 members 
Mstep: Class 15 contains 10858 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 82391 members 
Mstep: Class 18 contains 356566 members 
Mstep: Class 19 contains 21713 members 
Mstep: Class 20 contains 45161 members 
Mstep: Class 21 contains 20400 members 
Mstep: Class 22 contains 43700 members 
Mstep: Class 23 contains 35383 members 
Mstep: Class 24 contains 11122 members 
Mstep: Class 25 contains 9244 members 
Mstep: Class 26 contains 12537 members 
Mstep: Class 27 contains 7573 members 
Mstep: Class 28 contains 16284 members 
Mstep: Class 29 contains 9168 members 
Mstep: Class 30 contains 90538 members 
Mstep: Class 31 contains 293800 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 7678 members 
Mstep: Class 34 contains 1939 members 
Mstep: Class 35 contains 2830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157110064.000000 Penalty: 124097.632812
Iteration 148Q: 36 clusters Score -1.571101e+08 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 2077 members 
Mstep: Class 4 contains 8376 members 
Mstep: Class 5 contains 65967 members 
Mstep: Class 6 contains 7709 members 
Mstep: Class 7 contains 17013 members 
Mstep: Class 8 contains 41511 members 
Mstep: Class 9 contains 14881 members 
Mstep: Class 10 contains 26934 members 
Mstep: Class 11 contains 71754 members 
Mstep: Class 12 contains 40942 members 
Mstep: Class 13 contains 203340 members 
Mstep: Class 14 contains 19023 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 81852 members 
Mstep: Class 18 contains 355902 members 
Mstep: Class 19 contains 21723 members 
Mstep: Class 20 contains 46940 members 
Mstep: Class 21 contains 20393 members 
Mstep: Class 22 contains 43644 members 
Mstep: Class 23 contains 35364 members 
Mstep: Class 24 contains 11122 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12507 members 
Mstep: Class 27 contains 7577 members 
Mstep: Class 28 contains 16285 members 
Mstep: Class 29 contains 9166 members 
Mstep: Class 30 contains 90586 members 
Mstep: Class 31 contains 293506 members 
Mstep: Class 32 contains 4894 members 
Mstep: Class 33 contains 7688 members 
Mstep: Class 34 contains 1943 members 
Mstep: Class 35 contains 2836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157111536.000000 Penalty: 124097.632812
Iteration 149Q: 36 clusters Score -1.571115e+08 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 8380 members 
Mstep: Class 5 contains 65930 members 
Mstep: Class 6 contains 7714 members 
Mstep: Class 7 contains 16996 members 
Mstep: Class 8 contains 41495 members 
Mstep: Class 9 contains 14877 members 
Mstep: Class 10 contains 26885 members 
Mstep: Class 11 contains 71611 members 
Mstep: Class 12 contains 40834 members 
Mstep: Class 13 contains 203409 members 
Mstep: Class 14 contains 19049 members 
Mstep: Class 15 contains 10859 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 81304 members 
Mstep: Class 18 contains 355175 members 
Mstep: Class 19 contains 21731 members 
Mstep: Class 20 contains 48726 members 
Mstep: Class 21 contains 20386 members 
Mstep: Class 22 contains 43599 members 
Mstep: Class 23 contains 35337 members 
Mstep: Class 24 contains 11123 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12480 members 
Mstep: Class 27 contains 7577 members 
Mstep: Class 28 contains 16285 members 
Mstep: Class 29 contains 9170 members 
Mstep: Class 30 contains 90641 members 
Mstep: Class 31 contains 293268 members 
Mstep: Class 32 contains 4928 members 
Mstep: Class 33 contains 7691 members 
Mstep: Class 34 contains 1949 members 
Mstep: Class 35 contains 2841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157112080.000000 Penalty: 124097.632812
Iteration 150Q: 36 clusters Score -1.571121e+08 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 8385 members 
Mstep: Class 5 contains 65864 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 16986 members 
Mstep: Class 8 contains 41481 members 
Mstep: Class 9 contains 14874 members 
Mstep: Class 10 contains 26836 members 
Mstep: Class 11 contains 71426 members 
Mstep: Class 12 contains 40744 members 
Mstep: Class 13 contains 203528 members 
Mstep: Class 14 contains 19073 members 
Mstep: Class 15 contains 10859 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 80807 members 
Mstep: Class 18 contains 354356 members 
Mstep: Class 19 contains 21735 members 
Mstep: Class 20 contains 50540 members 
Mstep: Class 21 contains 20387 members 
Mstep: Class 22 contains 43547 members 
Mstep: Class 23 contains 35323 members 
Mstep: Class 24 contains 11122 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12466 members 
Mstep: Class 27 contains 7578 members 
Mstep: Class 28 contains 16283 members 
Mstep: Class 29 contains 9170 members 
Mstep: Class 30 contains 90687 members 
Mstep: Class 31 contains 293049 members 
Mstep: Class 32 contains 4951 members 
Mstep: Class 33 contains 7695 members 
Mstep: Class 34 contains 1953 members 
Mstep: Class 35 contains 2841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157112752.000000 Penalty: 124097.632812
Iteration 151Q: 36 clusters Score -1.571128e+08 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 2040 members 
Mstep: Class 4 contains 8385 members 
Mstep: Class 5 contains 65802 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 16975 members 
Mstep: Class 8 contains 41455 members 
Mstep: Class 9 contains 14871 members 
Mstep: Class 10 contains 26805 members 
Mstep: Class 11 contains 71257 members 
Mstep: Class 12 contains 40674 members 
Mstep: Class 13 contains 203632 members 
Mstep: Class 14 contains 19080 members 
Mstep: Class 15 contains 10863 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 80272 members 
Mstep: Class 18 contains 353408 members 
Mstep: Class 19 contains 21740 members 
Mstep: Class 20 contains 52474 members 
Mstep: Class 21 contains 20393 members 
Mstep: Class 22 contains 43488 members 
Mstep: Class 23 contains 35311 members 
Mstep: Class 24 contains 11124 members 
Mstep: Class 25 contains 9252 members 
Mstep: Class 26 contains 12453 members 
Mstep: Class 27 contains 7583 members 
Mstep: Class 28 contains 16284 members 
Mstep: Class 29 contains 9168 members 
Mstep: Class 30 contains 90775 members 
Mstep: Class 31 contains 292819 members 
Mstep: Class 32 contains 4965 members 
Mstep: Class 33 contains 7703 members 
Mstep: Class 34 contains 1955 members 
Mstep: Class 35 contains 2842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157113856.000000 Penalty: 124097.632812
Iteration 152Q: 36 clusters Score -1.571139e+08 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 8381 members 
Mstep: Class 5 contains 65734 members 
Mstep: Class 6 contains 7737 members 
Mstep: Class 7 contains 16961 members 
Mstep: Class 8 contains 41444 members 
Mstep: Class 9 contains 14869 members 
Mstep: Class 10 contains 26762 members 
Mstep: Class 11 contains 71055 members 
Mstep: Class 12 contains 40617 members 
Mstep: Class 13 contains 203655 members 
Mstep: Class 14 contains 19095 members 
Mstep: Class 15 contains 10865 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 79763 members 
Mstep: Class 18 contains 352528 members 
Mstep: Class 19 contains 21751 members 
Mstep: Class 20 contains 54428 members 
Mstep: Class 21 contains 20404 members 
Mstep: Class 22 contains 43424 members 
Mstep: Class 23 contains 35269 members 
Mstep: Class 24 contains 11120 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12434 members 
Mstep: Class 27 contains 7585 members 
Mstep: Class 28 contains 16285 members 
Mstep: Class 29 contains 9166 members 
Mstep: Class 30 contains 90859 members 
Mstep: Class 31 contains 292623 members 
Mstep: Class 32 contains 4983 members 
Mstep: Class 33 contains 7717 members 
Mstep: Class 34 contains 1955 members 
Mstep: Class 35 contains 2841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157115328.000000 Penalty: 124097.632812
Iteration 153Q: 36 clusters Score -1.571153e+08 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 8381 members 
Mstep: Class 5 contains 65686 members 
Mstep: Class 6 contains 7745 members 
Mstep: Class 7 contains 16952 members 
Mstep: Class 8 contains 41427 members 
Mstep: Class 9 contains 14867 members 
Mstep: Class 10 contains 26726 members 
Mstep: Class 11 contains 70856 members 
Mstep: Class 12 contains 40552 members 
Mstep: Class 13 contains 203612 members 
Mstep: Class 14 contains 19129 members 
Mstep: Class 15 contains 10866 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 79251 members 
Mstep: Class 18 contains 351681 members 
Mstep: Class 19 contains 21763 members 
Mstep: Class 20 contains 56343 members 
Mstep: Class 21 contains 20411 members 
Mstep: Class 22 contains 43365 members 
Mstep: Class 23 contains 35258 members 
Mstep: Class 24 contains 11114 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12412 members 
Mstep: Class 27 contains 7584 members 
Mstep: Class 28 contains 16286 members 
Mstep: Class 29 contains 9164 members 
Mstep: Class 30 contains 90957 members 
Mstep: Class 31 contains 292419 members 
Mstep: Class 32 contains 4997 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 1957 members 
Mstep: Class 35 contains 2842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157116976.000000 Penalty: 124097.632812
Iteration 154Q: 36 clusters Score -1.57117e+08 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 1976 members 
Mstep: Class 4 contains 8382 members 
Mstep: Class 5 contains 65627 members 
Mstep: Class 6 contains 7747 members 
Mstep: Class 7 contains 16945 members 
Mstep: Class 8 contains 41407 members 
Mstep: Class 9 contains 14866 members 
Mstep: Class 10 contains 26671 members 
Mstep: Class 11 contains 70645 members 
Mstep: Class 12 contains 40499 members 
Mstep: Class 13 contains 203610 members 
Mstep: Class 14 contains 19137 members 
Mstep: Class 15 contains 10864 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 78676 members 
Mstep: Class 18 contains 350882 members 
Mstep: Class 19 contains 21774 members 
Mstep: Class 20 contains 58274 members 
Mstep: Class 21 contains 20416 members 
Mstep: Class 22 contains 43317 members 
Mstep: Class 23 contains 35220 members 
Mstep: Class 24 contains 11107 members 
Mstep: Class 25 contains 9259 members 
Mstep: Class 26 contains 12401 members 
Mstep: Class 27 contains 7585 members 
Mstep: Class 28 contains 16285 members 
Mstep: Class 29 contains 9164 members 
Mstep: Class 30 contains 91037 members 
Mstep: Class 31 contains 292258 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7748 members 
Mstep: Class 34 contains 1957 members 
Mstep: Class 35 contains 2843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157117616.000000 Penalty: 124097.632812
Iteration 155Q: 36 clusters Score -1.571176e+08 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 4 contains 8383 members 
Mstep: Class 5 contains 65570 members 
Mstep: Class 6 contains 7751 members 
Mstep: Class 7 contains 16938 members 
Mstep: Class 8 contains 41397 members 
Mstep: Class 9 contains 14861 members 
Mstep: Class 10 contains 26625 members 
Mstep: Class 11 contains 70445 members 
Mstep: Class 12 contains 40437 members 
Mstep: Class 13 contains 203541 members 
Mstep: Class 14 contains 19141 members 
Mstep: Class 15 contains 10867 members 
Mstep: Class 16 contains 5440 members 
Mstep: Class 17 contains 78103 members 
Mstep: Class 18 contains 350131 members 
Mstep: Class 19 contains 21780 members 
Mstep: Class 20 contains 60212 members 
Mstep: Class 21 contains 20429 members 
Mstep: Class 22 contains 43271 members 
Mstep: Class 23 contains 35184 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 9259 members 
Mstep: Class 26 contains 12379 members 
Mstep: Class 27 contains 7582 members 
Mstep: Class 28 contains 16285 members 
Mstep: Class 29 contains 9159 members 
Mstep: Class 30 contains 91114 members 
Mstep: Class 31 contains 292098 members 
Mstep: Class 32 contains 5022 members 
Mstep: Class 33 contains 7763 members 
Mstep: Class 34 contains 1958 members 
Mstep: Class 35 contains 2843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157118656.000000 Penalty: 124097.632812
Iteration 156Q: 36 clusters Score -1.571187e+08 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4975 members 
Mstep: Class 3 contains 1942 members 
Mstep: Class 4 contains 8386 members 
Mstep: Class 5 contains 65518 members 
Mstep: Class 6 contains 7756 members 
Mstep: Class 7 contains 16938 members 
Mstep: Class 8 contains 41392 members 
Mstep: Class 9 contains 14857 members 
Mstep: Class 10 contains 26577 members 
Mstep: Class 11 contains 70251 members 
Mstep: Class 12 contains 40385 members 
Mstep: Class 13 contains 203457 members 
Mstep: Class 14 contains 19148 members 
Mstep: Class 15 contains 10868 members 
Mstep: Class 16 contains 5441 members 
Mstep: Class 17 contains 77507 members 
Mstep: Class 18 contains 349454 members 
Mstep: Class 19 contains 21782 members 
Mstep: Class 20 contains 62092 members 
Mstep: Class 21 contains 20429 members 
Mstep: Class 22 contains 43240 members 
Mstep: Class 23 contains 35148 members 
Mstep: Class 24 contains 11092 members 
Mstep: Class 25 contains 9261 members 
Mstep: Class 26 contains 12364 members 
Mstep: Class 27 contains 7579 members 
Mstep: Class 28 contains 16285 members 
Mstep: Class 29 contains 9161 members 
Mstep: Class 30 contains 91211 members 
Mstep: Class 31 contains 291898 members 
Mstep: Class 32 contains 5031 members 
Mstep: Class 33 contains 7774 members 
Mstep: Class 34 contains 1961 members 
Mstep: Class 35 contains 2842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157119648.000000 Penalty: 124097.632812
Iteration 157Q: 36 clusters Score -1.571196e+08 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4973 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 8386 members 
Mstep: Class 5 contains 65476 members 
Mstep: Class 6 contains 7760 members 
Mstep: Class 7 contains 16933 members 
Mstep: Class 8 contains 41384 members 
Mstep: Class 9 contains 14853 members 
Mstep: Class 10 contains 26536 members 
Mstep: Class 11 contains 70046 members 
Mstep: Class 12 contains 40302 members 
Mstep: Class 13 contains 203359 members 
Mstep: Class 14 contains 19156 members 
Mstep: Class 15 contains 10867 members 
Mstep: Class 16 contains 5441 members 
Mstep: Class 17 contains 76909 members 
Mstep: Class 18 contains 348882 members 
Mstep: Class 19 contains 21779 members 
Mstep: Class 20 contains 63873 members 
Mstep: Class 21 contains 20435 members 
Mstep: Class 22 contains 43216 members 
Mstep: Class 23 contains 35118 members 
Mstep: Class 24 contains 11095 members 
Mstep: Class 25 contains 9262 members 
Mstep: Class 26 contains 12357 members 
Mstep: Class 27 contains 7578 members 
Mstep: Class 28 contains 16286 members 
Mstep: Class 29 contains 9163 members 
Mstep: Class 30 contains 91302 members 
Mstep: Class 31 contains 291736 members 
Mstep: Class 32 contains 5034 members 
Mstep: Class 33 contains 7777 members 
Mstep: Class 34 contains 1964 members 
Mstep: Class 35 contains 2844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157120672.000000 Penalty: 124097.632812
Iteration 158Q: 36 clusters Score -1.571207e+08 nChanged 4547
Entering ConstructFrom: 
Score: -157120672.000000 Penalty: 124097.632812
Entering ConstructFrom: 
Trying to split cluster 1 (4403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Entering Unmasked Estep 
Score: -419588.468750 Penalty: 2080.730225
	Iteration 0F: 2 clusters Score -419588.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -415412.125000 Penalty: 4161.460449
	Iteration 0F: 3 clusters Score -415412.1 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -416415.531250 Penalty: 4161.460449
	Iteration 1F: 3 clusters Score -416415.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -416678.312500 Penalty: 4161.460449
	Iteration 2F: 3 clusters Score -416678.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -416840.156250 Penalty: 4161.460449
	Iteration 3F: 3 clusters Score -416840.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -417026.843750 Penalty: 4161.460449
	Iteration 4Q: 3 clusters Score -417026.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -417242.781250 Penalty: 4161.460449
	Iteration 5F: 3 clusters Score -417242.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -417460.531250 Penalty: 4161.460449
	Iteration 6F: 3 clusters Score -417460.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -417659.562500 Penalty: 4161.460449
	Iteration 7F: 3 clusters Score -417659.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -417868.031250 Penalty: 4161.460449
	Iteration 8F: 3 clusters Score -417868 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -418054.625000 Penalty: 4161.460449
	Iteration 9Q: 3 clusters Score -418054.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -418187.781250 Penalty: 4161.460449
	Iteration 10Q: 3 clusters Score -418187.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -418297.343750 Penalty: 4161.460449
	Iteration 11Q: 3 clusters Score -418297.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -418381.156250 Penalty: 4161.460449
	Iteration 12Q: 3 clusters Score -418381.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -418450.968750 Penalty: 4161.460449
	Iteration 13Q: 3 clusters Score -418451 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -418509.968750 Penalty: 4161.460449
	Iteration 14Q: 3 clusters Score -418510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -418554.781250 Penalty: 4161.460449
	Iteration 15Q: 3 clusters Score -418554.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -418590.687500 Penalty: 4161.460449
	Iteration 16Q: 3 clusters Score -418590.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -418608.531250 Penalty: 4161.460449
	Iteration 17Q: 3 clusters Score -418608.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -418616.937500 Penalty: 4161.460449
	Iteration 18Q: 3 clusters Score -418616.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -418627.718750 Penalty: 4161.460449
	Iteration 19Q: 3 clusters Score -418627.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -418636.812500 Penalty: 4161.460449
	Iteration 20F: 3 clusters Score -418636.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -418642.125000 Penalty: 4161.460449
	Iteration 21Q: 3 clusters Score -418642.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -418645.468750 Penalty: 4161.460449
	Iteration 22Q: 3 clusters Score -418645.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -418647.593750 Penalty: 4161.460449
	Iteration 23Q: 3 clusters Score -418647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -418648.750000 Penalty: 4161.460449
	Iteration 24Q: 3 clusters Score -418648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -418649.531250 Penalty: 4161.460449
	Iteration 25Q: 3 clusters Score -418649.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -418649.531250 Penalty: 4161.460449
	Iteration 26Q: 3 clusters Score -418649.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -418649.531250 Penalty: 4161.460449
	Iteration 27F: 3 clusters Score -418649.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Entering Unmasked Estep 
Score: -416818.406250 Penalty: 2110.871338
	Iteration 0F: 2 clusters Score -416818.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -412367.125000 Penalty: 4221.742676
	Iteration 0F: 3 clusters Score -412367.1 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -413803.500000 Penalty: 4221.742676
	Iteration 1F: 3 clusters Score -413803.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -414292.406250 Penalty: 4221.742676
	Iteration 2F: 3 clusters Score -414292.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -414638.343750 Penalty: 4221.742676
	Iteration 3F: 3 clusters Score -414638.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -414888.218750 Penalty: 4221.742676
	Iteration 4F: 3 clusters Score -414888.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -415049.875000 Penalty: 4221.742676
	Iteration 5Q: 3 clusters Score -415049.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -415164.375000 Penalty: 4221.742676
	Iteration 6Q: 3 clusters Score -415164.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -415253.500000 Penalty: 4221.742676
	Iteration 7Q: 3 clusters Score -415253.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -415343.500000 Penalty: 4221.742676
	Iteration 8Q: 3 clusters Score -415343.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -415411.875000 Penalty: 4221.742676
	Iteration 9Q: 3 clusters Score -415411.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -415461.875000 Penalty: 4221.742676
	Iteration 10Q: 3 clusters Score -415461.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -415493.468750 Penalty: 4221.742676
	Iteration 11Q: 3 clusters Score -415493.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -415514.562500 Penalty: 4221.742676
	Iteration 12Q: 3 clusters Score -415514.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -415534.656250 Penalty: 4221.742676
	Iteration 13Q: 3 clusters Score -415534.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -415553.781250 Penalty: 4221.742676
	Iteration 14Q: 3 clusters Score -415553.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -415577.781250 Penalty: 4221.742676
	Iteration 15Q: 3 clusters Score -415577.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -415592.312500 Penalty: 4221.742676
	Iteration 16Q: 3 clusters Score -415592.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -415605.656250 Penalty: 4221.742676
	Iteration 17Q: 3 clusters Score -415605.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -415617.406250 Penalty: 4221.742676
	Iteration 18Q: 3 clusters Score -415617.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -415626.093750 Penalty: 4221.742676
	Iteration 19Q: 3 clusters Score -415626.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -415636.437500 Penalty: 4221.742676
	Iteration 20F: 3 clusters Score -415636.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -415645.843750 Penalty: 4221.742676
	Iteration 21Q: 3 clusters Score -415645.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -415648.906250 Penalty: 4221.742676
	Iteration 22Q: 3 clusters Score -415648.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -415651.500000 Penalty: 4221.742676
	Iteration 23Q: 3 clusters Score -415651.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -415652.562500 Penalty: 4221.742676
	Iteration 24Q: 3 clusters Score -415652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -415653.187500 Penalty: 4221.742676
	Iteration 25Q: 3 clusters Score -415653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -415654.031250 Penalty: 4221.742676
	Iteration 26Q: 3 clusters Score -415654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -415655.843750 Penalty: 4221.742676
	Iteration 27Q: 3 clusters Score -415655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -415657.031250 Penalty: 4221.742676
	Iteration 28Q: 3 clusters Score -415657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -415657.875000 Penalty: 4221.742676
	Iteration 29Q: 3 clusters Score -415657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -415657.656250 Penalty: 4221.742676
	Iteration 30Q: 3 clusters Score -415657.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -415659.531250 Penalty: 4221.742676
	Iteration 31Q: 3 clusters Score -415659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -415660.187500 Penalty: 4221.742676
	Iteration 32Q: 3 clusters Score -415660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -415662.687500 Penalty: 4221.742676
	Iteration 33Q: 3 clusters Score -415662.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -415663.812500 Penalty: 4221.742676
	Iteration 34Q: 3 clusters Score -415663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -415663.906250 Penalty: 4221.742676
	Iteration 35Q: 3 clusters Score -415663.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -415665.281250 Penalty: 4221.742676
	Iteration 36Q: 3 clusters Score -415665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -415664.875000 Penalty: 4221.742676
	Iteration 37Q: 3 clusters Score -415664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -415665.468750 Penalty: 4221.742676
	Iteration 38Q: 3 clusters Score -415665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -415666.593750 Penalty: 4221.742676
	Iteration 39Q: 3 clusters Score -415666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -415666.656250 Penalty: 4221.742676
	Iteration 40F: 3 clusters Score -415666.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -415666.968750 Penalty: 4221.742676
	Iteration 41Q: 3 clusters Score -415667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -415666.968750 Penalty: 4221.742676
	Iteration 42F: 3 clusters Score -415667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -178499.984375 Penalty: 1872.303101
	Iteration 0F: 2 clusters Score -178500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -175982.000000 Penalty: 3744.606201
	Iteration 0F: 3 clusters Score -175982 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -176582.203125 Penalty: 3744.606201
	Iteration 1F: 3 clusters Score -176582.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -176832.453125 Penalty: 3744.606201
	Iteration 2F: 3 clusters Score -176832.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -177012.734375 Penalty: 3744.606201
	Iteration 3F: 3 clusters Score -177012.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -177134.015625 Penalty: 3744.606201
	Iteration 4F: 3 clusters Score -177134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -177213.921875 Penalty: 3744.606201
	Iteration 5Q: 3 clusters Score -177213.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -177263.750000 Penalty: 3744.606201
	Iteration 6Q: 3 clusters Score -177263.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -177316.437500 Penalty: 3744.606201
	Iteration 7Q: 3 clusters Score -177316.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -177361.125000 Penalty: 3744.606201
	Iteration 8Q: 3 clusters Score -177361.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -177391.234375 Penalty: 3744.606201
	Iteration 9Q: 3 clusters Score -177391.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -177410.781250 Penalty: 3744.606201
	Iteration 10Q: 3 clusters Score -177410.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -177426.140625 Penalty: 3744.606201
	Iteration 11Q: 3 clusters Score -177426.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -177437.906250 Penalty: 3744.606201
	Iteration 12Q: 3 clusters Score -177437.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -177451.625000 Penalty: 3744.606201
	Iteration 13Q: 3 clusters Score -177451.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -177461.171875 Penalty: 3744.606201
	Iteration 14Q: 3 clusters Score -177461.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -177464.296875 Penalty: 3744.606201
	Iteration 15Q: 3 clusters Score -177464.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -177469.187500 Penalty: 3744.606201
	Iteration 16Q: 3 clusters Score -177469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -177470.484375 Penalty: 3744.606201
	Iteration 17Q: 3 clusters Score -177470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -177472.468750 Penalty: 3744.606201
	Iteration 18Q: 3 clusters Score -177472.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -177473.953125 Penalty: 3744.606201
	Iteration 19Q: 3 clusters Score -177474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -177474.765625 Penalty: 3744.606201
	Iteration 20F: 3 clusters Score -177474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -177476.531250 Penalty: 3744.606201
	Iteration 21Q: 3 clusters Score -177476.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -177478.125000 Penalty: 3744.606201
	Iteration 22Q: 3 clusters Score -177478.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -177479.250000 Penalty: 3744.606201
	Iteration 23Q: 3 clusters Score -177479.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -177479.250000 Penalty: 3744.606201
	Iteration 24F: 3 clusters Score -177479.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Entering Unmasked Estep 
Score: -838767.437500 Penalty: 2240.481445
	Iteration 0F: 2 clusters Score -838767.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -832087.125000 Penalty: 4480.962891
	Iteration 0F: 3 clusters Score -832087.1 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -833898.687500 Penalty: 4480.962891
	Iteration 1F: 3 clusters Score -833898.7 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -834208.000000 Penalty: 4480.962891
	Iteration 2F: 3 clusters Score -834208 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -834422.437500 Penalty: 4480.962891
	Iteration 3F: 3 clusters Score -834422.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -834597.562500 Penalty: 4480.962891
	Iteration 4Q: 3 clusters Score -834597.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -834754.125000 Penalty: 4480.962891
	Iteration 5Q: 3 clusters Score -834754.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -834908.625000 Penalty: 4480.962891
	Iteration 6Q: 3 clusters Score -834908.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -835045.562500 Penalty: 4480.962891
	Iteration 7Q: 3 clusters Score -835045.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -835188.062500 Penalty: 4480.962891
	Iteration 8Q: 3 clusters Score -835188.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -835335.750000 Penalty: 4480.962891
	Iteration 9Q: 3 clusters Score -835335.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -835467.000000 Penalty: 4480.962891
	Iteration 10Q: 3 clusters Score -835467 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -835603.687500 Penalty: 4480.962891
	Iteration 11Q: 3 clusters Score -835603.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -835755.125000 Penalty: 4480.962891
	Iteration 12Q: 3 clusters Score -835755.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -835938.062500 Penalty: 4480.962891
	Iteration 13Q: 3 clusters Score -835938.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -836090.187500 Penalty: 4480.962891
	Iteration 14Q: 3 clusters Score -836090.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -836207.250000 Penalty: 4480.962891
	Iteration 15Q: 3 clusters Score -836207.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -836312.812500 Penalty: 4480.962891
	Iteration 16Q: 3 clusters Score -836312.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -836411.625000 Penalty: 4480.962891
	Iteration 17Q: 3 clusters Score -836411.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -836496.625000 Penalty: 4480.962891
	Iteration 18Q: 3 clusters Score -836496.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -836549.000000 Penalty: 4480.962891
	Iteration 19Q: 3 clusters Score -836549 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -836595.500000 Penalty: 4480.962891
	Iteration 20F: 3 clusters Score -836595.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -836643.562500 Penalty: 4480.962891
	Iteration 21Q: 3 clusters Score -836643.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -836684.500000 Penalty: 4480.962891
	Iteration 22Q: 3 clusters Score -836684.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -836709.937500 Penalty: 4480.962891
	Iteration 23Q: 3 clusters Score -836709.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -836730.875000 Penalty: 4480.962891
	Iteration 24Q: 3 clusters Score -836730.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -836745.187500 Penalty: 4480.962891
	Iteration 25Q: 3 clusters Score -836745.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -836764.437500 Penalty: 4480.962891
	Iteration 26Q: 3 clusters Score -836764.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -836777.687500 Penalty: 4480.962891
	Iteration 27Q: 3 clusters Score -836777.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -836788.437500 Penalty: 4480.962891
	Iteration 28Q: 3 clusters Score -836788.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -836793.937500 Penalty: 4480.962891
	Iteration 29Q: 3 clusters Score -836793.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -836799.625000 Penalty: 4480.962891
	Iteration 30Q: 3 clusters Score -836799.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -836804.812500 Penalty: 4480.962891
	Iteration 31Q: 3 clusters Score -836804.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -836809.000000 Penalty: 4480.962891
	Iteration 32Q: 3 clusters Score -836809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -836809.250000 Penalty: 4480.962891
	Iteration 33Q: 3 clusters Score -836809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -836810.000000 Penalty: 4480.962891
	Iteration 34Q: 3 clusters Score -836810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -836810.000000 Penalty: 4480.962891
	Iteration 35F: 3 clusters Score -836810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Entering Unmasked Estep 
Score: -6655318.000000 Penalty: 2750.097412
	Iteration 0F: 2 clusters Score -6655318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -6611538.000000 Penalty: 5500.194824
	Iteration 0F: 3 clusters Score -6611538 nChanged 30328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -6628497.000000 Penalty: 5500.194824
	Iteration 1F: 3 clusters Score -6628497 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -6629138.500000 Penalty: 5500.194824
	Iteration 2Q: 3 clusters Score -6629138 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -6629789.500000 Penalty: 5500.194824
	Iteration 3Q: 3 clusters Score -6629790 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -6630697.000000 Penalty: 5500.194824
	Iteration 4Q: 3 clusters Score -6630697 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -6631868.500000 Penalty: 5500.194824
	Iteration 5Q: 3 clusters Score -6631868 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -6633472.500000 Penalty: 5500.194824
	Iteration 6Q: 3 clusters Score -6633472 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -6635530.500000 Penalty: 5500.194824
	Iteration 7F: 3 clusters Score -6635530 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -6638040.000000 Penalty: 5500.194824
	Iteration 8F: 3 clusters Score -6638040 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -6640828.500000 Penalty: 5500.194824
	Iteration 9F: 3 clusters Score -6640828 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -6643525.500000 Penalty: 5500.194824
	Iteration 10F: 3 clusters Score -6643526 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -6645981.000000 Penalty: 5500.194824
	Iteration 11Q: 3 clusters Score -6645981 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -6647754.500000 Penalty: 5500.194824
	Iteration 12Q: 3 clusters Score -6647754 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -6648924.500000 Penalty: 5500.194824
	Iteration 13Q: 3 clusters Score -6648924 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -6649731.000000 Penalty: 5500.194824
	Iteration 14Q: 3 clusters Score -6649731 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -6650363.000000 Penalty: 5500.194824
	Iteration 15Q: 3 clusters Score -6650363 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -6650847.000000 Penalty: 5500.194824
	Iteration 16Q: 3 clusters Score -6650847 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -6651260.500000 Penalty: 5500.194824
	Iteration 17Q: 3 clusters Score -6651260 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -6651583.500000 Penalty: 5500.194824
	Iteration 18Q: 3 clusters Score -6651584 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -6651827.500000 Penalty: 5500.194824
	Iteration 19Q: 3 clusters Score -6651828 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -6652036.000000 Penalty: 5500.194824
	Iteration 20F: 3 clusters Score -6652036 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -6652243.000000 Penalty: 5500.194824
	Iteration 21Q: 3 clusters Score -6652243 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -6652391.000000 Penalty: 5500.194824
	Iteration 22Q: 3 clusters Score -6652391 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -6652534.000000 Penalty: 5500.194824
	Iteration 23Q: 3 clusters Score -6652534 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -6652671.000000 Penalty: 5500.194824
	Iteration 24Q: 3 clusters Score -6652671 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -6652768.000000 Penalty: 5500.194824
	Iteration 25Q: 3 clusters Score -6652768 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -6652847.000000 Penalty: 5500.194824
	Iteration 26Q: 3 clusters Score -6652847 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -6652913.000000 Penalty: 5500.194824
	Iteration 27Q: 3 clusters Score -6652913 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -6652978.500000 Penalty: 5500.194824
	Iteration 28Q: 3 clusters Score -6652978 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -6653025.500000 Penalty: 5500.194824
	Iteration 29Q: 3 clusters Score -6653026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -6653075.000000 Penalty: 5500.194824
	Iteration 30Q: 3 clusters Score -6653075 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -6653083.000000 Penalty: 5500.194824
	Iteration 31Q: 3 clusters Score -6653083 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -6653100.500000 Penalty: 5500.194824
	Iteration 32Q: 3 clusters Score -6653100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -6653106.500000 Penalty: 5500.194824
	Iteration 33Q: 3 clusters Score -6653106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -6653128.500000 Penalty: 5500.194824
	Iteration 34Q: 3 clusters Score -6653128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 63969 members 
Entering Unmasked Estep 
Score: -6653141.500000 Penalty: 5500.194824
	Iteration 35Q: 3 clusters Score -6653142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -6653167.000000 Penalty: 5500.194824
	Iteration 36Q: 3 clusters Score -6653167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -6653177.000000 Penalty: 5500.194824
	Iteration 37Q: 3 clusters Score -6653177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -6653186.500000 Penalty: 5500.194824
	Iteration 38Q: 3 clusters Score -6653186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -6653196.500000 Penalty: 5500.194824
	Iteration 39Q: 3 clusters Score -6653196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -6653211.500000 Penalty: 5500.194824
	Iteration 40F: 3 clusters Score -6653212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 64110 members 
Entering Unmasked Estep 
Score: -6653225.500000 Penalty: 5500.194824
	Iteration 41Q: 3 clusters Score -6653226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -6653222.500000 Penalty: 5500.194824
	Iteration 42Q: 3 clusters Score -6653222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 64130 members 
Entering Unmasked Estep 
Score: -6653231.500000 Penalty: 5500.194824
	Iteration 43Q: 3 clusters Score -6653232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -6653229.500000 Penalty: 5500.194824
	Iteration 44Q: 3 clusters Score -6653230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -6653227.500000 Penalty: 5500.194824
	Iteration 45Q: 3 clusters Score -6653228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
Score: -6653226.000000 Penalty: 5500.194824
	Iteration 46Q: 3 clusters Score -6653226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -6653230.500000 Penalty: 5500.194824
	Iteration 47Q: 3 clusters Score -6653230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -6653226.500000 Penalty: 5500.194824
	Iteration 48Q: 3 clusters Score -6653226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -6653232.000000 Penalty: 5500.194824
	Iteration 49Q: 3 clusters Score -6653232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -6653226.500000 Penalty: 5500.194824
	Iteration 50Q: 3 clusters Score -6653226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -6653229.000000 Penalty: 5500.194824
	Iteration 51Q: 3 clusters Score -6653229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -6653229.000000 Penalty: 5500.194824
	Iteration 52F: 3 clusters Score -6653229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Entering Unmasked Estep 
Score: -674066.937500 Penalty: 2221.494629
	Iteration 0F: 2 clusters Score -674066.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -667818.250000 Penalty: 4442.989258
	Iteration 0F: 3 clusters Score -667818.2 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -669910.125000 Penalty: 4442.989258
	Iteration 1F: 3 clusters Score -669910.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -670522.000000 Penalty: 4442.989258
	Iteration 2F: 3 clusters Score -670522 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -670996.687500 Penalty: 4442.989258
	Iteration 3F: 3 clusters Score -670996.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -671358.125000 Penalty: 4442.989258
	Iteration 4F: 3 clusters Score -671358.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -671641.625000 Penalty: 4442.989258
	Iteration 5F: 3 clusters Score -671641.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -671838.500000 Penalty: 4442.989258
	Iteration 6Q: 3 clusters Score -671838.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -671961.562500 Penalty: 4442.989258
	Iteration 7Q: 3 clusters Score -671961.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -672058.562500 Penalty: 4442.989258
	Iteration 8Q: 3 clusters Score -672058.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -672142.687500 Penalty: 4442.989258
	Iteration 9Q: 3 clusters Score -672142.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -672227.250000 Penalty: 4442.989258
	Iteration 10Q: 3 clusters Score -672227.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -672318.625000 Penalty: 4442.989258
	Iteration 11Q: 3 clusters Score -672318.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -672422.875000 Penalty: 4442.989258
	Iteration 12Q: 3 clusters Score -672422.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -672534.437500 Penalty: 4442.989258
	Iteration 13Q: 3 clusters Score -672534.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -672647.500000 Penalty: 4442.989258
	Iteration 14Q: 3 clusters Score -672647.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -672761.000000 Penalty: 4442.989258
	Iteration 15Q: 3 clusters Score -672761 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -672874.250000 Penalty: 4442.989258
	Iteration 16Q: 3 clusters Score -672874.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -672979.562500 Penalty: 4442.989258
	Iteration 17Q: 3 clusters Score -672979.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -673054.500000 Penalty: 4442.989258
	Iteration 18Q: 3 clusters Score -673054.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -673121.375000 Penalty: 4442.989258
	Iteration 19Q: 3 clusters Score -673121.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -673179.500000 Penalty: 4442.989258
	Iteration 20F: 3 clusters Score -673179.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -673212.750000 Penalty: 4442.989258
	Iteration 21Q: 3 clusters Score -673212.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -673241.125000 Penalty: 4442.989258
	Iteration 22Q: 3 clusters Score -673241.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -673266.500000 Penalty: 4442.989258
	Iteration 23Q: 3 clusters Score -673266.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -673286.500000 Penalty: 4442.989258
	Iteration 24Q: 3 clusters Score -673286.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -673303.687500 Penalty: 4442.989258
	Iteration 25Q: 3 clusters Score -673303.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -673313.375000 Penalty: 4442.989258
	Iteration 26Q: 3 clusters Score -673313.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -673322.250000 Penalty: 4442.989258
	Iteration 27Q: 3 clusters Score -673322.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -673335.312500 Penalty: 4442.989258
	Iteration 28Q: 3 clusters Score -673335.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -673337.750000 Penalty: 4442.989258
	Iteration 29Q: 3 clusters Score -673337.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -673342.437500 Penalty: 4442.989258
	Iteration 30Q: 3 clusters Score -673342.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -673347.812500 Penalty: 4442.989258
	Iteration 31Q: 3 clusters Score -673347.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -673350.500000 Penalty: 4442.989258
	Iteration 32Q: 3 clusters Score -673350.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -673353.562500 Penalty: 4442.989258
	Iteration 33Q: 3 clusters Score -673353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -673356.937500 Penalty: 4442.989258
	Iteration 34Q: 3 clusters Score -673356.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -673357.250000 Penalty: 4442.989258
	Iteration 35Q: 3 clusters Score -673357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -673357.625000 Penalty: 4442.989258
	Iteration 36Q: 3 clusters Score -673357.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -673357.062500 Penalty: 4442.989258
	Iteration 37Q: 3 clusters Score -673357.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -673357.062500 Penalty: 4442.989258
	Iteration 38F: 3 clusters Score -673357.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Entering Unmasked Estep 
Score: -1649358.500000 Penalty: 2414.575684
	Iteration 0F: 2 clusters Score -1649358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1637281.750000 Penalty: 4829.151367
	Iteration 0F: 3 clusters Score -1637282 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1641388.625000 Penalty: 4829.151367
	Iteration 1F: 3 clusters Score -1641389 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1642083.000000 Penalty: 4829.151367
	Iteration 2F: 3 clusters Score -1642083 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1642891.125000 Penalty: 4829.151367
	Iteration 3F: 3 clusters Score -1642891 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1643763.125000 Penalty: 4829.151367
	Iteration 4F: 3 clusters Score -1643763 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1644585.375000 Penalty: 4829.151367
	Iteration 5F: 3 clusters Score -1644585 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1645187.250000 Penalty: 4829.151367
	Iteration 6F: 3 clusters Score -1645187 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1645562.375000 Penalty: 4829.151367
	Iteration 7Q: 3 clusters Score -1645562 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1645804.500000 Penalty: 4829.151367
	Iteration 8Q: 3 clusters Score -1645804 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1645983.375000 Penalty: 4829.151367
	Iteration 9Q: 3 clusters Score -1645983 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1646105.875000 Penalty: 4829.151367
	Iteration 10Q: 3 clusters Score -1646106 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1646214.625000 Penalty: 4829.151367
	Iteration 11Q: 3 clusters Score -1646215 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1646316.375000 Penalty: 4829.151367
	Iteration 12Q: 3 clusters Score -1646316 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1646409.750000 Penalty: 4829.151367
	Iteration 13Q: 3 clusters Score -1646410 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1646504.500000 Penalty: 4829.151367
	Iteration 14Q: 3 clusters Score -1646504 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1646612.000000 Penalty: 4829.151367
	Iteration 15Q: 3 clusters Score -1646612 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1646692.500000 Penalty: 4829.151367
	Iteration 16Q: 3 clusters Score -1646692 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1646770.500000 Penalty: 4829.151367
	Iteration 17Q: 3 clusters Score -1646770 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1646845.750000 Penalty: 4829.151367
	Iteration 18Q: 3 clusters Score -1646846 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1646914.375000 Penalty: 4829.151367
	Iteration 19Q: 3 clusters Score -1646914 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1646984.375000 Penalty: 4829.151367
	Iteration 20F: 3 clusters Score -1646984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1647050.375000 Penalty: 4829.151367
	Iteration 21Q: 3 clusters Score -1647050 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1647118.750000 Penalty: 4829.151367
	Iteration 22Q: 3 clusters Score -1647119 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1647179.750000 Penalty: 4829.151367
	Iteration 23Q: 3 clusters Score -1647180 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1647249.000000 Penalty: 4829.151367
	Iteration 24Q: 3 clusters Score -1647249 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1647310.875000 Penalty: 4829.151367
	Iteration 25Q: 3 clusters Score -1647311 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1647383.625000 Penalty: 4829.151367
	Iteration 26Q: 3 clusters Score -1647384 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1647461.625000 Penalty: 4829.151367
	Iteration 27Q: 3 clusters Score -1647462 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1647539.500000 Penalty: 4829.151367
	Iteration 28Q: 3 clusters Score -1647540 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1647643.625000 Penalty: 4829.151367
	Iteration 29Q: 3 clusters Score -1647644 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1647742.875000 Penalty: 4829.151367
	Iteration 30Q: 3 clusters Score -1647743 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1647810.000000 Penalty: 4829.151367
	Iteration 31Q: 3 clusters Score -1647810 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1647869.000000 Penalty: 4829.151367
	Iteration 32Q: 3 clusters Score -1647869 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1647924.125000 Penalty: 4829.151367
	Iteration 33Q: 3 clusters Score -1647924 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1647973.500000 Penalty: 4829.151367
	Iteration 34Q: 3 clusters Score -1647974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1648013.625000 Penalty: 4829.151367
	Iteration 35Q: 3 clusters Score -1648014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1648046.250000 Penalty: 4829.151367
	Iteration 36Q: 3 clusters Score -1648046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1648080.250000 Penalty: 4829.151367
	Iteration 37Q: 3 clusters Score -1648080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1648104.500000 Penalty: 4829.151367
	Iteration 38Q: 3 clusters Score -1648104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1648119.125000 Penalty: 4829.151367
	Iteration 39Q: 3 clusters Score -1648119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1648131.875000 Penalty: 4829.151367
	Iteration 40F: 3 clusters Score -1648132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1648159.625000 Penalty: 4829.151367
	Iteration 41Q: 3 clusters Score -1648160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1648184.000000 Penalty: 4829.151367
	Iteration 42Q: 3 clusters Score -1648184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1648199.500000 Penalty: 4829.151367
	Iteration 43Q: 3 clusters Score -1648200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1648210.250000 Penalty: 4829.151367
	Iteration 44Q: 3 clusters Score -1648210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1648217.875000 Penalty: 4829.151367
	Iteration 45Q: 3 clusters Score -1648218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1648222.750000 Penalty: 4829.151367
	Iteration 46Q: 3 clusters Score -1648223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1648222.250000 Penalty: 4829.151367
	Iteration 47Q: 3 clusters Score -1648222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1648227.000000 Penalty: 4829.151367
	Iteration 48Q: 3 clusters Score -1648227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1648227.750000 Penalty: 4829.151367
	Iteration 49Q: 3 clusters Score -1648228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1648230.000000 Penalty: 4829.151367
	Iteration 50Q: 3 clusters Score -1648230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1648230.500000 Penalty: 4829.151367
	Iteration 51Q: 3 clusters Score -1648230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1648227.250000 Penalty: 4829.151367
	Iteration 52Q: 3 clusters Score -1648227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1648228.875000 Penalty: 4829.151367
	Iteration 53Q: 3 clusters Score -1648229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1648231.000000 Penalty: 4829.151367
	Iteration 54Q: 3 clusters Score -1648231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1648232.250000 Penalty: 4829.151367
	Iteration 55Q: 3 clusters Score -1648232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1648231.875000 Penalty: 4829.151367
	Iteration 56Q: 3 clusters Score -1648232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1648231.875000 Penalty: 4829.151367
	Iteration 57F: 3 clusters Score -1648232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Entering Unmasked Estep 
Score: -4087535.250000 Penalty: 2636.383057
	Iteration 0F: 2 clusters Score -4087535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -4059650.250000 Penalty: 5272.766113
	Iteration 0F: 3 clusters Score -4059650 nChanged 18938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -4070155.250000 Penalty: 5272.766113
	Iteration 1F: 3 clusters Score -4070155 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -4070692.250000 Penalty: 5272.766113
	Iteration 2Q: 3 clusters Score -4070692 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -4071204.250000 Penalty: 5272.766113
	Iteration 3Q: 3 clusters Score -4071204 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -4071766.000000 Penalty: 5272.766113
	Iteration 4Q: 3 clusters Score -4071766 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -4072419.750000 Penalty: 5272.766113
	Iteration 5Q: 3 clusters Score -4072420 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -4073330.750000 Penalty: 5272.766113
	Iteration 6Q: 3 clusters Score -4073331 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -4074616.500000 Penalty: 5272.766113
	Iteration 7F: 3 clusters Score -4074616 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -4076271.250000 Penalty: 5272.766113
	Iteration 8F: 3 clusters Score -4076271 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -4078212.000000 Penalty: 5272.766113
	Iteration 9F: 3 clusters Score -4078212 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -4080192.750000 Penalty: 5272.766113
	Iteration 10F: 3 clusters Score -4080193 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4081869.250000 Penalty: 5272.766113
	Iteration 11Q: 3 clusters Score -4081869 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -4082954.000000 Penalty: 5272.766113
	Iteration 12Q: 3 clusters Score -4082954 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -4083669.000000 Penalty: 5272.766113
	Iteration 13Q: 3 clusters Score -4083669 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -4084125.250000 Penalty: 5272.766113
	Iteration 14Q: 3 clusters Score -4084125 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -4084444.500000 Penalty: 5272.766113
	Iteration 15Q: 3 clusters Score -4084444 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -4084639.250000 Penalty: 5272.766113
	Iteration 16Q: 3 clusters Score -4084639 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -4084814.000000 Penalty: 5272.766113
	Iteration 17Q: 3 clusters Score -4084814 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -4084899.750000 Penalty: 5272.766113
	Iteration 18Q: 3 clusters Score -4084900 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -4084970.750000 Penalty: 5272.766113
	Iteration 19Q: 3 clusters Score -4084971 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -4085038.000000 Penalty: 5272.766113
	Iteration 20F: 3 clusters Score -4085038 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -4085081.500000 Penalty: 5272.766113
	Iteration 21Q: 3 clusters Score -4085082 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -4085103.000000 Penalty: 5272.766113
	Iteration 22Q: 3 clusters Score -4085103 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -4085120.000000 Penalty: 5272.766113
	Iteration 23Q: 3 clusters Score -4085120 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -4085145.250000 Penalty: 5272.766113
	Iteration 24Q: 3 clusters Score -4085145 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -4085163.000000 Penalty: 5272.766113
	Iteration 25Q: 3 clusters Score -4085163 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4085180.500000 Penalty: 5272.766113
	Iteration 26Q: 3 clusters Score -4085180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -4085192.250000 Penalty: 5272.766113
	Iteration 27Q: 3 clusters Score -4085192 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -4085198.250000 Penalty: 5272.766113
	Iteration 28Q: 3 clusters Score -4085198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -4085218.750000 Penalty: 5272.766113
	Iteration 29Q: 3 clusters Score -4085219 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -4085222.750000 Penalty: 5272.766113
	Iteration 30Q: 3 clusters Score -4085223 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -4085234.250000 Penalty: 5272.766113
	Iteration 31Q: 3 clusters Score -4085234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -4085244.750000 Penalty: 5272.766113
	Iteration 32Q: 3 clusters Score -4085245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4085254.250000 Penalty: 5272.766113
	Iteration 33Q: 3 clusters Score -4085254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -4085255.500000 Penalty: 5272.766113
	Iteration 34Q: 3 clusters Score -4085256 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -4085276.250000 Penalty: 5272.766113
	Iteration 35Q: 3 clusters Score -4085276 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -4085265.750000 Penalty: 5272.766113
	Iteration 36Q: 3 clusters Score -4085266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -4085274.000000 Penalty: 5272.766113
	Iteration 37Q: 3 clusters Score -4085274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -4085290.000000 Penalty: 5272.766113
	Iteration 38Q: 3 clusters Score -4085290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -4085279.500000 Penalty: 5272.766113
	Iteration 39Q: 3 clusters Score -4085280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -4085282.000000 Penalty: 5272.766113
	Iteration 40F: 3 clusters Score -4085282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -4085285.500000 Penalty: 5272.766113
	Iteration 41Q: 3 clusters Score -4085286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -4085293.000000 Penalty: 5272.766113
	Iteration 42Q: 3 clusters Score -4085293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -4085292.750000 Penalty: 5272.766113
	Iteration 43Q: 3 clusters Score -4085293 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -4085295.500000 Penalty: 5272.766113
	Iteration 44Q: 3 clusters Score -4085296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -4085297.250000 Penalty: 5272.766113
	Iteration 45Q: 3 clusters Score -4085297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -4085298.500000 Penalty: 5272.766113
	Iteration 46Q: 3 clusters Score -4085298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -4085307.000000 Penalty: 5272.766113
	Iteration 47Q: 3 clusters Score -4085307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -4085313.750000 Penalty: 5272.766113
	Iteration 48Q: 3 clusters Score -4085314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -4085320.000000 Penalty: 5272.766113
	Iteration 49Q: 3 clusters Score -4085320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -4085328.750000 Penalty: 5272.766113
	Iteration 50Q: 3 clusters Score -4085329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -4085329.250000 Penalty: 5272.766113
	Iteration 51Q: 3 clusters Score -4085329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -4085330.000000 Penalty: 5272.766113
	Iteration 52Q: 3 clusters Score -4085330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -4085332.500000 Penalty: 5272.766113
	Iteration 53Q: 3 clusters Score -4085332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -4085334.750000 Penalty: 5272.766113
	Iteration 54Q: 3 clusters Score -4085335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -4085333.250000 Penalty: 5272.766113
	Iteration 55Q: 3 clusters Score -4085333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -4085330.250000 Penalty: 5272.766113
	Iteration 56Q: 3 clusters Score -4085330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -4085330.000000 Penalty: 5272.766113
	Iteration 57Q: 3 clusters Score -4085330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -4085321.500000 Penalty: 5272.766113
	Iteration 58Q: 3 clusters Score -4085322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -4085324.250000 Penalty: 5272.766113
	Iteration 59Q: 3 clusters Score -4085324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -4085328.250000 Penalty: 5272.766113
	Iteration 60F: 3 clusters Score -4085328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -4085325.750000 Penalty: 5272.766113
	Iteration 61Q: 3 clusters Score -4085326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -4085329.500000 Penalty: 5272.766113
	Iteration 62Q: 3 clusters Score -4085330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -4085326.250000 Penalty: 5272.766113
	Iteration 63Q: 3 clusters Score -4085326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -4085327.500000 Penalty: 5272.766113
	Iteration 64Q: 3 clusters Score -4085328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -4085322.500000 Penalty: 5272.766113
	Iteration 65Q: 3 clusters Score -4085322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -4085323.000000 Penalty: 5272.766113
	Iteration 66Q: 3 clusters Score -4085323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -4085326.250000 Penalty: 5272.766113
	Iteration 67Q: 3 clusters Score -4085326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -4085328.500000 Penalty: 5272.766113
	Iteration 68Q: 3 clusters Score -4085328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -4085328.000000 Penalty: 5272.766113
	Iteration 69Q: 3 clusters Score -4085328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -4085328.000000 Penalty: 5272.766113
	Iteration 70F: 3 clusters Score -4085328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Entering Unmasked Estep 
Score: -1460255.125000 Penalty: 2382.243896
	Iteration 0F: 2 clusters Score -1460255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1449503.000000 Penalty: 4764.487793
	Iteration 0F: 3 clusters Score -1449503 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1452872.000000 Penalty: 4764.487793
	Iteration 1F: 3 clusters Score -1452872 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1453226.750000 Penalty: 4764.487793
	Iteration 2F: 3 clusters Score -1453227 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1453530.625000 Penalty: 4764.487793
	Iteration 3Q: 3 clusters Score -1453531 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1453891.375000 Penalty: 4764.487793
	Iteration 4Q: 3 clusters Score -1453891 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1454308.375000 Penalty: 4764.487793
	Iteration 5Q: 3 clusters Score -1454308 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1454805.625000 Penalty: 4764.487793
	Iteration 6F: 3 clusters Score -1454806 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1455446.875000 Penalty: 4764.487793
	Iteration 7F: 3 clusters Score -1455447 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1456185.625000 Penalty: 4764.487793
	Iteration 8F: 3 clusters Score -1456186 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1456821.875000 Penalty: 4764.487793
	Iteration 9Q: 3 clusters Score -1456822 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1457293.125000 Penalty: 4764.487793
	Iteration 10Q: 3 clusters Score -1457293 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1457635.875000 Penalty: 4764.487793
	Iteration 11Q: 3 clusters Score -1457636 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1457865.500000 Penalty: 4764.487793
	Iteration 12Q: 3 clusters Score -1457866 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1458013.250000 Penalty: 4764.487793
	Iteration 13Q: 3 clusters Score -1458013 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1458113.500000 Penalty: 4764.487793
	Iteration 14Q: 3 clusters Score -1458114 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1458183.750000 Penalty: 4764.487793
	Iteration 15Q: 3 clusters Score -1458184 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1458235.000000 Penalty: 4764.487793
	Iteration 16Q: 3 clusters Score -1458235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1458271.125000 Penalty: 4764.487793
	Iteration 17Q: 3 clusters Score -1458271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1458291.375000 Penalty: 4764.487793
	Iteration 18Q: 3 clusters Score -1458291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1458312.375000 Penalty: 4764.487793
	Iteration 19Q: 3 clusters Score -1458312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1458321.375000 Penalty: 4764.487793
	Iteration 20F: 3 clusters Score -1458321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1458327.875000 Penalty: 4764.487793
	Iteration 21Q: 3 clusters Score -1458328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1458332.375000 Penalty: 4764.487793
	Iteration 22Q: 3 clusters Score -1458332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1458338.375000 Penalty: 4764.487793
	Iteration 23Q: 3 clusters Score -1458338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1458346.000000 Penalty: 4764.487793
	Iteration 24Q: 3 clusters Score -1458346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1458351.750000 Penalty: 4764.487793
	Iteration 25Q: 3 clusters Score -1458352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1458350.125000 Penalty: 4764.487793
	Iteration 26Q: 3 clusters Score -1458350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1458351.625000 Penalty: 4764.487793
	Iteration 27Q: 3 clusters Score -1458352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1458354.125000 Penalty: 4764.487793
	Iteration 28Q: 3 clusters Score -1458354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1458358.875000 Penalty: 4764.487793
	Iteration 29Q: 3 clusters Score -1458359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1458358.125000 Penalty: 4764.487793
	Iteration 30Q: 3 clusters Score -1458358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1458363.250000 Penalty: 4764.487793
	Iteration 31Q: 3 clusters Score -1458363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1458361.625000 Penalty: 4764.487793
	Iteration 32Q: 3 clusters Score -1458362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1458362.875000 Penalty: 4764.487793
	Iteration 33Q: 3 clusters Score -1458363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1458362.875000 Penalty: 4764.487793
	Iteration 34F: 3 clusters Score -1458363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Entering Unmasked Estep 
Score: -2611986.750000 Penalty: 2525.789795
	Iteration 0F: 2 clusters Score -2611987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2593633.250000 Penalty: 5051.579590
	Iteration 0F: 3 clusters Score -2593633 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2599951.500000 Penalty: 5051.579590
	Iteration 1F: 3 clusters Score -2599952 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2600482.250000 Penalty: 5051.579590
	Iteration 2F: 3 clusters Score -2600482 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2600992.750000 Penalty: 5051.579590
	Iteration 3F: 3 clusters Score -2600993 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2601497.000000 Penalty: 5051.579590
	Iteration 4Q: 3 clusters Score -2601497 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2602077.750000 Penalty: 5051.579590
	Iteration 5Q: 3 clusters Score -2602078 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2602764.000000 Penalty: 5051.579590
	Iteration 6F: 3 clusters Score -2602764 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2603599.750000 Penalty: 5051.579590
	Iteration 7F: 3 clusters Score -2603600 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2604539.250000 Penalty: 5051.579590
	Iteration 8F: 3 clusters Score -2604539 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2605577.750000 Penalty: 5051.579590
	Iteration 9F: 3 clusters Score -2605578 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2606501.500000 Penalty: 5051.579590
	Iteration 10F: 3 clusters Score -2606502 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2607367.250000 Penalty: 5051.579590
	Iteration 11Q: 3 clusters Score -2607367 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2608015.750000 Penalty: 5051.579590
	Iteration 12Q: 3 clusters Score -2608016 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -2608558.750000 Penalty: 5051.579590
	Iteration 13Q: 3 clusters Score -2608559 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -2609105.250000 Penalty: 5051.579590
	Iteration 14Q: 3 clusters Score -2609105 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2609487.500000 Penalty: 5051.579590
	Iteration 15Q: 3 clusters Score -2609488 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -2609812.500000 Penalty: 5051.579590
	Iteration 16Q: 3 clusters Score -2609812 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -2610067.250000 Penalty: 5051.579590
	Iteration 17Q: 3 clusters Score -2610067 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -2610236.750000 Penalty: 5051.579590
	Iteration 18Q: 3 clusters Score -2610237 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -2610360.250000 Penalty: 5051.579590
	Iteration 19Q: 3 clusters Score -2610360 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -2610459.000000 Penalty: 5051.579590
	Iteration 20F: 3 clusters Score -2610459 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2610521.000000 Penalty: 5051.579590
	Iteration 21Q: 3 clusters Score -2610521 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -2610576.750000 Penalty: 5051.579590
	Iteration 22Q: 3 clusters Score -2610577 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -2610619.750000 Penalty: 5051.579590
	Iteration 23Q: 3 clusters Score -2610620 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -2610633.000000 Penalty: 5051.579590
	Iteration 24Q: 3 clusters Score -2610633 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -2610655.250000 Penalty: 5051.579590
	Iteration 25Q: 3 clusters Score -2610655 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2610679.000000 Penalty: 5051.579590
	Iteration 26Q: 3 clusters Score -2610679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -2610690.000000 Penalty: 5051.579590
	Iteration 27Q: 3 clusters Score -2610690 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -2610702.750000 Penalty: 5051.579590
	Iteration 28Q: 3 clusters Score -2610703 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -2610717.750000 Penalty: 5051.579590
	Iteration 29Q: 3 clusters Score -2610718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -2610734.250000 Penalty: 5051.579590
	Iteration 30Q: 3 clusters Score -2610734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -2610741.000000 Penalty: 5051.579590
	Iteration 31Q: 3 clusters Score -2610741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2610760.500000 Penalty: 5051.579590
	Iteration 32Q: 3 clusters Score -2610760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -2610756.000000 Penalty: 5051.579590
	Iteration 33Q: 3 clusters Score -2610756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -2610757.250000 Penalty: 5051.579590
	Iteration 34Q: 3 clusters Score -2610757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2610761.000000 Penalty: 5051.579590
	Iteration 35Q: 3 clusters Score -2610761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2610763.500000 Penalty: 5051.579590
	Iteration 36Q: 3 clusters Score -2610764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2610765.750000 Penalty: 5051.579590
	Iteration 37Q: 3 clusters Score -2610766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -2610771.500000 Penalty: 5051.579590
	Iteration 38Q: 3 clusters Score -2610772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -2610769.500000 Penalty: 5051.579590
	Iteration 39Q: 3 clusters Score -2610770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -2610773.500000 Penalty: 5051.579590
	Iteration 40F: 3 clusters Score -2610774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -2610771.250000 Penalty: 5051.579590
	Iteration 41Q: 3 clusters Score -2610771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2610775.500000 Penalty: 5051.579590
	Iteration 42Q: 3 clusters Score -2610776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2610776.000000 Penalty: 5051.579590
	Iteration 43Q: 3 clusters Score -2610776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2610776.750000 Penalty: 5051.579590
	Iteration 44Q: 3 clusters Score -2610777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2610773.750000 Penalty: 5051.579590
	Iteration 45Q: 3 clusters Score -2610774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -2610774.750000 Penalty: 5051.579590
	Iteration 46Q: 3 clusters Score -2610775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2610774.250000 Penalty: 5051.579590
	Iteration 47Q: 3 clusters Score -2610774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2610779.500000 Penalty: 5051.579590
	Iteration 48Q: 3 clusters Score -2610780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -2610777.500000 Penalty: 5051.579590
	Iteration 49Q: 3 clusters Score -2610778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -2610777.750000 Penalty: 5051.579590
	Iteration 50Q: 3 clusters Score -2610778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2610777.000000 Penalty: 5051.579590
	Iteration 51Q: 3 clusters Score -2610777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2610774.000000 Penalty: 5051.579590
	Iteration 52Q: 3 clusters Score -2610774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2610774.000000 Penalty: 5051.579590
	Iteration 53Q: 3 clusters Score -2610774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2610777.500000 Penalty: 5051.579590
	Iteration 54Q: 3 clusters Score -2610778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2610773.500000 Penalty: 5051.579590
	Iteration 55Q: 3 clusters Score -2610774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2610773.500000 Penalty: 5051.579590
	Iteration 56F: 3 clusters Score -2610774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (69858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Entering Unmasked Estep 
Score: -7005000.500000 Penalty: 2766.246582
	Iteration 0F: 2 clusters Score -7005000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -6958353.500000 Penalty: 5532.493164
	Iteration 0F: 3 clusters Score -6958354 nChanged 32631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -6976513.500000 Penalty: 5532.493164
	Iteration 1F: 3 clusters Score -6976514 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -6977105.500000 Penalty: 5532.493164
	Iteration 2Q: 3 clusters Score -6977106 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -6977780.500000 Penalty: 5532.493164
	Iteration 3Q: 3 clusters Score -6977780 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -6978663.500000 Penalty: 5532.493164
	Iteration 4Q: 3 clusters Score -6978664 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -6979897.500000 Penalty: 5532.493164
	Iteration 5Q: 3 clusters Score -6979898 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -6981642.000000 Penalty: 5532.493164
	Iteration 6Q: 3 clusters Score -6981642 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -6983523.000000 Penalty: 5532.493164
	Iteration 7F: 3 clusters Score -6983523 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -6985487.000000 Penalty: 5532.493164
	Iteration 8F: 3 clusters Score -6985487 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -6987317.500000 Penalty: 5532.493164
	Iteration 9F: 3 clusters Score -6987318 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -6988882.000000 Penalty: 5532.493164
	Iteration 10F: 3 clusters Score -6988882 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -6990210.500000 Penalty: 5532.493164
	Iteration 11Q: 3 clusters Score -6990210 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -6991328.000000 Penalty: 5532.493164
	Iteration 12Q: 3 clusters Score -6991328 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -6992381.000000 Penalty: 5532.493164
	Iteration 13Q: 3 clusters Score -6992381 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -6993442.500000 Penalty: 5532.493164
	Iteration 14Q: 3 clusters Score -6993442 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -6994685.000000 Penalty: 5532.493164
	Iteration 15Q: 3 clusters Score -6994685 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -6996303.500000 Penalty: 5532.493164
	Iteration 16Q: 3 clusters Score -6996304 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -6997923.000000 Penalty: 5532.493164
	Iteration 17Q: 3 clusters Score -6997923 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -6999194.000000 Penalty: 5532.493164
	Iteration 18Q: 3 clusters Score -6999194 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -7000139.000000 Penalty: 5532.493164
	Iteration 19Q: 3 clusters Score -7000139 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -7000813.500000 Penalty: 5532.493164
	Iteration 20F: 3 clusters Score -7000814 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -7001247.000000 Penalty: 5532.493164
	Iteration 21Q: 3 clusters Score -7001247 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -7001548.500000 Penalty: 5532.493164
	Iteration 22Q: 3 clusters Score -7001548 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -7001801.500000 Penalty: 5532.493164
	Iteration 23Q: 3 clusters Score -7001802 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -7001952.500000 Penalty: 5532.493164
	Iteration 24Q: 3 clusters Score -7001952 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -7002098.500000 Penalty: 5532.493164
	Iteration 25Q: 3 clusters Score -7002098 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -7002237.500000 Penalty: 5532.493164
	Iteration 26Q: 3 clusters Score -7002238 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -7002338.500000 Penalty: 5532.493164
	Iteration 27Q: 3 clusters Score -7002338 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -7002463.000000 Penalty: 5532.493164
	Iteration 28Q: 3 clusters Score -7002463 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -7002572.000000 Penalty: 5532.493164
	Iteration 29Q: 3 clusters Score -7002572 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -7002664.000000 Penalty: 5532.493164
	Iteration 30Q: 3 clusters Score -7002664 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -7002723.000000 Penalty: 5532.493164
	Iteration 31Q: 3 clusters Score -7002723 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -7002788.500000 Penalty: 5532.493164
	Iteration 32Q: 3 clusters Score -7002788 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -7002868.500000 Penalty: 5532.493164
	Iteration 33Q: 3 clusters Score -7002868 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -7002934.000000 Penalty: 5532.493164
	Iteration 34Q: 3 clusters Score -7002934 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -7002980.500000 Penalty: 5532.493164
	Iteration 35Q: 3 clusters Score -7002980 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -7003055.000000 Penalty: 5532.493164
	Iteration 36Q: 3 clusters Score -7003055 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -7003117.000000 Penalty: 5532.493164
	Iteration 37Q: 3 clusters Score -7003117 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -7003167.500000 Penalty: 5532.493164
	Iteration 38Q: 3 clusters Score -7003168 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -7003221.500000 Penalty: 5532.493164
	Iteration 39Q: 3 clusters Score -7003222 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -7003252.000000 Penalty: 5532.493164
	Iteration 40F: 3 clusters Score -7003252 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -7003291.500000 Penalty: 5532.493164
	Iteration 41Q: 3 clusters Score -7003292 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 63209 members 
Entering Unmasked Estep 
Score: -7003337.000000 Penalty: 5532.493164
	Iteration 42Q: 3 clusters Score -7003337 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -7003385.000000 Penalty: 5532.493164
	Iteration 43Q: 3 clusters Score -7003385 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 63576 members 
Entering Unmasked Estep 
Score: -7003415.500000 Penalty: 5532.493164
	Iteration 44Q: 3 clusters Score -7003416 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
Score: -7003417.500000 Penalty: 5532.493164
	Iteration 45Q: 3 clusters Score -7003418 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 63889 members 
Entering Unmasked Estep 
Score: -7003446.500000 Penalty: 5532.493164
	Iteration 46Q: 3 clusters Score -7003446 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -7003473.500000 Penalty: 5532.493164
	Iteration 47Q: 3 clusters Score -7003474 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 64162 members 
Entering Unmasked Estep 
Score: -7003527.000000 Penalty: 5532.493164
	Iteration 48Q: 3 clusters Score -7003527 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -7003536.000000 Penalty: 5532.493164
	Iteration 49Q: 3 clusters Score -7003536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 64392 members 
Entering Unmasked Estep 
Score: -7003558.000000 Penalty: 5532.493164
	Iteration 50Q: 3 clusters Score -7003558 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -7003572.000000 Penalty: 5532.493164
	Iteration 51Q: 3 clusters Score -7003572 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -7003581.000000 Penalty: 5532.493164
	Iteration 52Q: 3 clusters Score -7003581 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 64664 members 
Entering Unmasked Estep 
Score: -7003579.000000 Penalty: 5532.493164
	Iteration 53Q: 3 clusters Score -7003579 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -7003585.000000 Penalty: 5532.493164
	Iteration 54Q: 3 clusters Score -7003585 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -7003596.500000 Penalty: 5532.493164
	Iteration 55Q: 3 clusters Score -7003596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -7003600.500000 Penalty: 5532.493164
	Iteration 56Q: 3 clusters Score -7003600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -7003593.500000 Penalty: 5532.493164
	Iteration 57Q: 3 clusters Score -7003594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -7003618.000000 Penalty: 5532.493164
	Iteration 58Q: 3 clusters Score -7003618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -7003623.500000 Penalty: 5532.493164
	Iteration 59Q: 3 clusters Score -7003624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -7003633.500000 Penalty: 5532.493164
	Iteration 60F: 3 clusters Score -7003634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 65178 members 
Entering Unmasked Estep 
Score: -7003642.500000 Penalty: 5532.493164
	Iteration 61Q: 3 clusters Score -7003642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -7003647.500000 Penalty: 5532.493164
	Iteration 62Q: 3 clusters Score -7003648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -7003646.000000 Penalty: 5532.493164
	Iteration 63Q: 3 clusters Score -7003646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -7003659.000000 Penalty: 5532.493164
	Iteration 64Q: 3 clusters Score -7003659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -7003670.500000 Penalty: 5532.493164
	Iteration 65Q: 3 clusters Score -7003670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -7003665.000000 Penalty: 5532.493164
	Iteration 66Q: 3 clusters Score -7003665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -7003669.000000 Penalty: 5532.493164
	Iteration 67Q: 3 clusters Score -7003669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -7003680.000000 Penalty: 5532.493164
	Iteration 68Q: 3 clusters Score -7003680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -7003678.500000 Penalty: 5532.493164
	Iteration 69Q: 3 clusters Score -7003678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -7003674.000000 Penalty: 5532.493164
	Iteration 70Q: 3 clusters Score -7003674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
Score: -7003676.000000 Penalty: 5532.493164
	Iteration 71Q: 3 clusters Score -7003676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 65386 members 
Entering Unmasked Estep 
Score: -7003674.000000 Penalty: 5532.493164
	Iteration 72Q: 3 clusters Score -7003674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -7003674.500000 Penalty: 5532.493164
	Iteration 73Q: 3 clusters Score -7003674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -7003659.000000 Penalty: 5532.493164
	Iteration 74Q: 3 clusters Score -7003659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 65428 members 
Entering Unmasked Estep 
Score: -7003659.500000 Penalty: 5532.493164
	Iteration 75Q: 3 clusters Score -7003660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -7003662.500000 Penalty: 5532.493164
	Iteration 76Q: 3 clusters Score -7003662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -7003672.500000 Penalty: 5532.493164
	Iteration 77Q: 3 clusters Score -7003672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -7003682.500000 Penalty: 5532.493164
	Iteration 78Q: 3 clusters Score -7003682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -7003677.500000 Penalty: 5532.493164
	Iteration 79Q: 3 clusters Score -7003678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -7003681.500000 Penalty: 5532.493164
	Iteration 80F: 3 clusters Score -7003682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 65469 members 
Entering Unmasked Estep 
Score: -7003675.000000 Penalty: 5532.493164
	Iteration 81Q: 3 clusters Score -7003675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 65473 members 
Entering Unmasked Estep 
Score: -7003676.000000 Penalty: 5532.493164
	Iteration 82Q: 3 clusters Score -7003676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -7003672.000000 Penalty: 5532.493164
	Iteration 83Q: 3 clusters Score -7003672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -7003670.500000 Penalty: 5532.493164
	Iteration 84Q: 3 clusters Score -7003670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -7003668.500000 Penalty: 5532.493164
	Iteration 85Q: 3 clusters Score -7003668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -7003675.500000 Penalty: 5532.493164
	Iteration 86Q: 3 clusters Score -7003676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 65531 members 
Entering Unmasked Estep 
Score: -7003670.500000 Penalty: 5532.493164
	Iteration 87Q: 3 clusters Score -7003670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -7003668.500000 Penalty: 5532.493164
	Iteration 88Q: 3 clusters Score -7003668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 65547 members 
Entering Unmasked Estep 
Score: -7003667.500000 Penalty: 5532.493164
	Iteration 89Q: 3 clusters Score -7003668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
Score: -7003663.500000 Penalty: 5532.493164
	Iteration 90Q: 3 clusters Score -7003664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -7003667.000000 Penalty: 5532.493164
	Iteration 91Q: 3 clusters Score -7003667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -7003664.500000 Penalty: 5532.493164
	Iteration 92Q: 3 clusters Score -7003664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -7003664.500000 Penalty: 5532.493164
	Iteration 93F: 3 clusters Score -7003664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Entering Unmasked Estep 
Score: -4078231.750000 Penalty: 2629.196289
	Iteration 0F: 2 clusters Score -4078232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -4051075.250000 Penalty: 5258.392578
	Iteration 0F: 3 clusters Score -4051075 nChanged 18347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -4061261.250000 Penalty: 5258.392578
	Iteration 1F: 3 clusters Score -4061261 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4061729.250000 Penalty: 5258.392578
	Iteration 2Q: 3 clusters Score -4061729 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4062249.750000 Penalty: 5258.392578
	Iteration 3Q: 3 clusters Score -4062250 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -4062734.750000 Penalty: 5258.392578
	Iteration 4Q: 3 clusters Score -4062735 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -4063265.000000 Penalty: 5258.392578
	Iteration 5Q: 3 clusters Score -4063265 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -4063899.000000 Penalty: 5258.392578
	Iteration 6Q: 3 clusters Score -4063899 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -4064696.250000 Penalty: 5258.392578
	Iteration 7Q: 3 clusters Score -4064696 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -4065901.750000 Penalty: 5258.392578
	Iteration 8Q: 3 clusters Score -4065902 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -4067574.000000 Penalty: 5258.392578
	Iteration 9F: 3 clusters Score -4067574 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -4069468.500000 Penalty: 5258.392578
	Iteration 10F: 3 clusters Score -4069468 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -4070913.750000 Penalty: 5258.392578
	Iteration 11F: 3 clusters Score -4070914 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -4071455.750000 Penalty: 5258.392578
	Iteration 12Q: 3 clusters Score -4071456 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4071662.750000 Penalty: 5258.392578
	Iteration 13Q: 3 clusters Score -4071663 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -4071818.750000 Penalty: 5258.392578
	Iteration 14Q: 3 clusters Score -4071819 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4071935.000000 Penalty: 5258.392578
	Iteration 15Q: 3 clusters Score -4071935 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -4072068.000000 Penalty: 5258.392578
	Iteration 16Q: 3 clusters Score -4072068 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -4072202.500000 Penalty: 5258.392578
	Iteration 17Q: 3 clusters Score -4072202 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4072329.500000 Penalty: 5258.392578
	Iteration 18Q: 3 clusters Score -4072330 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -4072453.500000 Penalty: 5258.392578
	Iteration 19Q: 3 clusters Score -4072454 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -4072571.250000 Penalty: 5258.392578
	Iteration 20F: 3 clusters Score -4072571 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4072699.250000 Penalty: 5258.392578
	Iteration 21Q: 3 clusters Score -4072699 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -4072810.250000 Penalty: 5258.392578
	Iteration 22Q: 3 clusters Score -4072810 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -4072899.500000 Penalty: 5258.392578
	Iteration 23Q: 3 clusters Score -4072900 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -4072961.750000 Penalty: 5258.392578
	Iteration 24Q: 3 clusters Score -4072962 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -4073025.250000 Penalty: 5258.392578
	Iteration 25Q: 3 clusters Score -4073025 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -4073084.500000 Penalty: 5258.392578
	Iteration 26Q: 3 clusters Score -4073084 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -4073172.500000 Penalty: 5258.392578
	Iteration 27Q: 3 clusters Score -4073172 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -4073241.250000 Penalty: 5258.392578
	Iteration 28Q: 3 clusters Score -4073241 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -4073321.250000 Penalty: 5258.392578
	Iteration 29Q: 3 clusters Score -4073321 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -4073407.000000 Penalty: 5258.392578
	Iteration 30Q: 3 clusters Score -4073407 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -4073466.750000 Penalty: 5258.392578
	Iteration 31Q: 3 clusters Score -4073467 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -4073506.750000 Penalty: 5258.392578
	Iteration 32Q: 3 clusters Score -4073507 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -4073546.000000 Penalty: 5258.392578
	Iteration 33Q: 3 clusters Score -4073546 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -4073586.250000 Penalty: 5258.392578
	Iteration 34Q: 3 clusters Score -4073586 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -4073601.750000 Penalty: 5258.392578
	Iteration 35Q: 3 clusters Score -4073602 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -4073625.500000 Penalty: 5258.392578
	Iteration 36Q: 3 clusters Score -4073626 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -4073666.500000 Penalty: 5258.392578
	Iteration 37Q: 3 clusters Score -4073666 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -4073700.750000 Penalty: 5258.392578
	Iteration 38Q: 3 clusters Score -4073701 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -4073699.750000 Penalty: 5258.392578
	Iteration 39Q: 3 clusters Score -4073700 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -4073740.750000 Penalty: 5258.392578
	Iteration 40F: 3 clusters Score -4073741 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -4073770.750000 Penalty: 5258.392578
	Iteration 41Q: 3 clusters Score -4073771 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -4073790.500000 Penalty: 5258.392578
	Iteration 42Q: 3 clusters Score -4073790 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -4073833.250000 Penalty: 5258.392578
	Iteration 43Q: 3 clusters Score -4073833 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -4073866.250000 Penalty: 5258.392578
	Iteration 44Q: 3 clusters Score -4073866 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -4073897.750000 Penalty: 5258.392578
	Iteration 45Q: 3 clusters Score -4073898 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -4073916.750000 Penalty: 5258.392578
	Iteration 46Q: 3 clusters Score -4073917 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -4073980.500000 Penalty: 5258.392578
	Iteration 47Q: 3 clusters Score -4073980 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -4074028.000000 Penalty: 5258.392578
	Iteration 48Q: 3 clusters Score -4074028 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -4074066.250000 Penalty: 5258.392578
	Iteration 49Q: 3 clusters Score -4074066 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -4074094.250000 Penalty: 5258.392578
	Iteration 50Q: 3 clusters Score -4074094 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -4074106.250000 Penalty: 5258.392578
	Iteration 51Q: 3 clusters Score -4074106 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -4074144.000000 Penalty: 5258.392578
	Iteration 52Q: 3 clusters Score -4074144 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4074191.000000 Penalty: 5258.392578
	Iteration 53Q: 3 clusters Score -4074191 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -4074227.250000 Penalty: 5258.392578
	Iteration 54Q: 3 clusters Score -4074227 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -4074263.750000 Penalty: 5258.392578
	Iteration 55Q: 3 clusters Score -4074264 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -4074313.500000 Penalty: 5258.392578
	Iteration 56Q: 3 clusters Score -4074314 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -4074372.750000 Penalty: 5258.392578
	Iteration 57Q: 3 clusters Score -4074373 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -4074416.750000 Penalty: 5258.392578
	Iteration 58Q: 3 clusters Score -4074417 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4074468.750000 Penalty: 5258.392578
	Iteration 59Q: 3 clusters Score -4074469 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -4074504.750000 Penalty: 5258.392578
	Iteration 60F: 3 clusters Score -4074505 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -4074564.250000 Penalty: 5258.392578
	Iteration 61Q: 3 clusters Score -4074564 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -4074626.250000 Penalty: 5258.392578
	Iteration 62Q: 3 clusters Score -4074626 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -4074675.750000 Penalty: 5258.392578
	Iteration 63Q: 3 clusters Score -4074676 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4074734.750000 Penalty: 5258.392578
	Iteration 64Q: 3 clusters Score -4074735 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -4074780.750000 Penalty: 5258.392578
	Iteration 65Q: 3 clusters Score -4074781 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -4074819.500000 Penalty: 5258.392578
	Iteration 66Q: 3 clusters Score -4074820 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -4074872.000000 Penalty: 5258.392578
	Iteration 67Q: 3 clusters Score -4074872 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -4074922.000000 Penalty: 5258.392578
	Iteration 68Q: 3 clusters Score -4074922 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -4074955.250000 Penalty: 5258.392578
	Iteration 69Q: 3 clusters Score -4074955 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -4074998.250000 Penalty: 5258.392578
	Iteration 70Q: 3 clusters Score -4074998 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4075048.000000 Penalty: 5258.392578
	Iteration 71Q: 3 clusters Score -4075048 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -4075076.000000 Penalty: 5258.392578
	Iteration 72Q: 3 clusters Score -4075076 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -4075111.000000 Penalty: 5258.392578
	Iteration 73Q: 3 clusters Score -4075111 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -4075164.500000 Penalty: 5258.392578
	Iteration 74Q: 3 clusters Score -4075164 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -4075202.250000 Penalty: 5258.392578
	Iteration 75Q: 3 clusters Score -4075202 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -4075239.500000 Penalty: 5258.392578
	Iteration 76Q: 3 clusters Score -4075240 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4075269.000000 Penalty: 5258.392578
	Iteration 77Q: 3 clusters Score -4075269 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4075339.250000 Penalty: 5258.392578
	Iteration 78Q: 3 clusters Score -4075339 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4075380.000000 Penalty: 5258.392578
	Iteration 79Q: 3 clusters Score -4075380 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4075395.250000 Penalty: 5258.392578
	Iteration 80F: 3 clusters Score -4075395 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4075439.000000 Penalty: 5258.392578
	Iteration 81Q: 3 clusters Score -4075439 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4075475.500000 Penalty: 5258.392578
	Iteration 82Q: 3 clusters Score -4075476 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4075493.000000 Penalty: 5258.392578
	Iteration 83Q: 3 clusters Score -4075493 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4075499.000000 Penalty: 5258.392578
	Iteration 84Q: 3 clusters Score -4075499 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4075516.000000 Penalty: 5258.392578
	Iteration 85Q: 3 clusters Score -4075516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4075541.500000 Penalty: 5258.392578
	Iteration 86Q: 3 clusters Score -4075542 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4075564.750000 Penalty: 5258.392578
	Iteration 87Q: 3 clusters Score -4075565 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4075577.250000 Penalty: 5258.392578
	Iteration 88Q: 3 clusters Score -4075577 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4075594.500000 Penalty: 5258.392578
	Iteration 89Q: 3 clusters Score -4075594 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4075618.000000 Penalty: 5258.392578
	Iteration 90Q: 3 clusters Score -4075618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4075645.250000 Penalty: 5258.392578
	Iteration 91Q: 3 clusters Score -4075645 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4075650.500000 Penalty: 5258.392578
	Iteration 92Q: 3 clusters Score -4075650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4075661.750000 Penalty: 5258.392578
	Iteration 93Q: 3 clusters Score -4075662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4075687.750000 Penalty: 5258.392578
	Iteration 94Q: 3 clusters Score -4075688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4075703.250000 Penalty: 5258.392578
	Iteration 95Q: 3 clusters Score -4075703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4075717.750000 Penalty: 5258.392578
	Iteration 96Q: 3 clusters Score -4075718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4075727.000000 Penalty: 5258.392578
	Iteration 97Q: 3 clusters Score -4075727 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4075743.250000 Penalty: 5258.392578
	Iteration 98Q: 3 clusters Score -4075743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4075758.000000 Penalty: 5258.392578
	Iteration 99Q: 3 clusters Score -4075758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4075769.250000 Penalty: 5258.392578
	Iteration 100F: 3 clusters Score -4075769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4075781.750000 Penalty: 5258.392578
	Iteration 101Q: 3 clusters Score -4075782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4075802.250000 Penalty: 5258.392578
	Iteration 102Q: 3 clusters Score -4075802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4075817.000000 Penalty: 5258.392578
	Iteration 103Q: 3 clusters Score -4075817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4075834.500000 Penalty: 5258.392578
	Iteration 104Q: 3 clusters Score -4075834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4075836.000000 Penalty: 5258.392578
	Iteration 105Q: 3 clusters Score -4075836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4075844.750000 Penalty: 5258.392578
	Iteration 106Q: 3 clusters Score -4075845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4075846.250000 Penalty: 5258.392578
	Iteration 107Q: 3 clusters Score -4075846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4075850.250000 Penalty: 5258.392578
	Iteration 108Q: 3 clusters Score -4075850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4075853.000000 Penalty: 5258.392578
	Iteration 109Q: 3 clusters Score -4075853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4075857.250000 Penalty: 5258.392578
	Iteration 110Q: 3 clusters Score -4075857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4075867.000000 Penalty: 5258.392578
	Iteration 111Q: 3 clusters Score -4075867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4075870.000000 Penalty: 5258.392578
	Iteration 112Q: 3 clusters Score -4075870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4075878.500000 Penalty: 5258.392578
	Iteration 113Q: 3 clusters Score -4075878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4075889.250000 Penalty: 5258.392578
	Iteration 114Q: 3 clusters Score -4075889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4075885.250000 Penalty: 5258.392578
	Iteration 115Q: 3 clusters Score -4075885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4075893.000000 Penalty: 5258.392578
	Iteration 116Q: 3 clusters Score -4075893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4075899.500000 Penalty: 5258.392578
	Iteration 117Q: 3 clusters Score -4075900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4075901.500000 Penalty: 5258.392578
	Iteration 118Q: 3 clusters Score -4075902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4075900.500000 Penalty: 5258.392578
	Iteration 119Q: 3 clusters Score -4075900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4075901.500000 Penalty: 5258.392578
	Iteration 120F: 3 clusters Score -4075902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4075904.500000 Penalty: 5258.392578
	Iteration 121Q: 3 clusters Score -4075904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4075902.000000 Penalty: 5258.392578
	Iteration 122Q: 3 clusters Score -4075902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4075902.000000 Penalty: 5258.392578
	Iteration 123F: 3 clusters Score -4075902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (203212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203212 members 
Entering Unmasked Estep 
Score: -20494212.000000 Penalty: 3031.057129
	Iteration 0F: 2 clusters Score -2.049421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101535 members 
Mstep: Class 2 contains 101677 members 
Entering Unmasked Estep 
Score: -20357614.000000 Penalty: 6062.114258
	Iteration 0F: 3 clusters Score -2.035761e+07 nChanged 97820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98421 members 
Mstep: Class 2 contains 104791 members 
Entering Unmasked Estep 
Score: -20414832.000000 Penalty: 6062.114258
	Iteration 1F: 3 clusters Score -2.041483e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97062 members 
Mstep: Class 2 contains 106150 members 
Entering Unmasked Estep 
Score: -20415800.000000 Penalty: 6062.114258
	Iteration 2Q: 3 clusters Score -2.04158e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94895 members 
Mstep: Class 2 contains 108317 members 
Entering Unmasked Estep 
Score: -20416798.000000 Penalty: 6062.114258
	Iteration 3Q: 3 clusters Score -2.04168e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91678 members 
Mstep: Class 2 contains 111534 members 
Entering Unmasked Estep 
Score: -20418382.000000 Penalty: 6062.114258
	Iteration 4Q: 3 clusters Score -2.041838e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86878 members 
Mstep: Class 2 contains 116334 members 
Entering Unmasked Estep 
Score: -20420314.000000 Penalty: 6062.114258
	Iteration 5Q: 3 clusters Score -2.042031e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 123487 members 
Entering Unmasked Estep 
Score: -20423704.000000 Penalty: 6062.114258
	Iteration 6Q: 3 clusters Score -2.04237e+07 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 133811 members 
Entering Unmasked Estep 
Score: -20429746.000000 Penalty: 6062.114258
	Iteration 7F: 3 clusters Score -2.042975e+07 nChanged 14180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 147849 members 
Entering Unmasked Estep 
Score: -20440176.000000 Penalty: 6062.114258
	Iteration 8F: 3 clusters Score -2.044018e+07 nChanged 16808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 164613 members 
Entering Unmasked Estep 
Score: -20454668.000000 Penalty: 6062.114258
	Iteration 9F: 3 clusters Score -2.045467e+07 nChanged 16231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 180840 members 
Entering Unmasked Estep 
Score: -20470460.000000 Penalty: 6062.114258
	Iteration 10F: 3 clusters Score -2.047046e+07 nChanged 11776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 192614 members 
Entering Unmasked Estep 
Score: -20482110.000000 Penalty: 6062.114258
	Iteration 11F: 3 clusters Score -2.048211e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 198733 members 
Entering Unmasked Estep 
Score: -20487778.000000 Penalty: 6062.114258
	Iteration 12Q: 3 clusters Score -2.048778e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 201239 members 
Entering Unmasked Estep 
Score: -20490028.000000 Penalty: 6062.114258
	Iteration 13Q: 3 clusters Score -2.049003e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 202168 members 
Entering Unmasked Estep 
Score: -20490858.000000 Penalty: 6062.114258
	Iteration 14Q: 3 clusters Score -2.049086e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 202534 members 
Entering Unmasked Estep 
Score: -20491230.000000 Penalty: 6062.114258
	Iteration 15Q: 3 clusters Score -2.049123e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 202673 members 
Entering Unmasked Estep 
Score: -20491410.000000 Penalty: 6062.114258
	Iteration 16Q: 3 clusters Score -2.049141e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 202737 members 
Entering Unmasked Estep 
Score: -20491486.000000 Penalty: 6062.114258
	Iteration 17Q: 3 clusters Score -2.049149e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 202777 members 
Entering Unmasked Estep 
Score: -20491516.000000 Penalty: 6062.114258
	Iteration 18Q: 3 clusters Score -2.049152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 202798 members 
Entering Unmasked Estep 
Score: -20491530.000000 Penalty: 6062.114258
	Iteration 19Q: 3 clusters Score -2.049153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 202813 members 
Entering Unmasked Estep 
Score: -20491544.000000 Penalty: 6062.114258
	Iteration 20F: 3 clusters Score -2.049154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 202821 members 
Entering Unmasked Estep 
Score: -20491544.000000 Penalty: 6062.114258
	Iteration 21Q: 3 clusters Score -2.049154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 202824 members 
Entering Unmasked Estep 
Score: -20491568.000000 Penalty: 6062.114258
	Iteration 22Q: 3 clusters Score -2.049157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 202827 members 
Entering Unmasked Estep 
Score: -20491556.000000 Penalty: 6062.114258
	Iteration 23Q: 3 clusters Score -2.049156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 202830 members 
Entering Unmasked Estep 
Score: -20491550.000000 Penalty: 6062.114258
	Iteration 24Q: 3 clusters Score -2.049155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 202831 members 
Entering Unmasked Estep 
Score: -20491554.000000 Penalty: 6062.114258
	Iteration 25Q: 3 clusters Score -2.049155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 202835 members 
Entering Unmasked Estep 
Score: -20491570.000000 Penalty: 6062.114258
	Iteration 26Q: 3 clusters Score -2.049157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 202841 members 
Entering Unmasked Estep 
Score: -20491566.000000 Penalty: 6062.114258
	Iteration 27Q: 3 clusters Score -2.049157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 202841 members 
Entering Unmasked Estep 
Score: -20491580.000000 Penalty: 6062.114258
	Iteration 28Q: 3 clusters Score -2.049158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 202843 members 
Entering Unmasked Estep 
Score: -20491578.000000 Penalty: 6062.114258
	Iteration 29Q: 3 clusters Score -2.049158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 202846 members 
Entering Unmasked Estep 
Score: -20491576.000000 Penalty: 6062.114258
	Iteration 30Q: 3 clusters Score -2.049158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 202848 members 
Entering Unmasked Estep 
Score: -20491562.000000 Penalty: 6062.114258
	Iteration 31Q: 3 clusters Score -2.049156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 202848 members 
Entering Unmasked Estep 
Score: -20491572.000000 Penalty: 6062.114258
	Iteration 32Q: 3 clusters Score -2.049157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 202847 members 
Entering Unmasked Estep 
Score: -20491574.000000 Penalty: 6062.114258
	Iteration 33Q: 3 clusters Score -2.049157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 202847 members 
Entering Unmasked Estep 
Score: -20491574.000000 Penalty: 6062.114258
	Iteration 34F: 3 clusters Score -2.049157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Entering Unmasked Estep 
Score: -1901829.000000 Penalty: 2445.553223
	Iteration 0F: 2 clusters Score -1901829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1888391.125000 Penalty: 4891.106445
	Iteration 0F: 3 clusters Score -1888391 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1892953.125000 Penalty: 4891.106445
	Iteration 1F: 3 clusters Score -1892953 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1893421.250000 Penalty: 4891.106445
	Iteration 2F: 3 clusters Score -1893421 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1893824.625000 Penalty: 4891.106445
	Iteration 3Q: 3 clusters Score -1893825 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1894215.875000 Penalty: 4891.106445
	Iteration 4Q: 3 clusters Score -1894216 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1894615.250000 Penalty: 4891.106445
	Iteration 5Q: 3 clusters Score -1894615 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1895083.125000 Penalty: 4891.106445
	Iteration 6Q: 3 clusters Score -1895083 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1895612.000000 Penalty: 4891.106445
	Iteration 7Q: 3 clusters Score -1895612 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1896206.375000 Penalty: 4891.106445
	Iteration 8F: 3 clusters Score -1896206 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1896883.375000 Penalty: 4891.106445
	Iteration 9F: 3 clusters Score -1896883 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1897617.625000 Penalty: 4891.106445
	Iteration 10F: 3 clusters Score -1897618 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1898387.750000 Penalty: 4891.106445
	Iteration 11Q: 3 clusters Score -1898388 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1899185.875000 Penalty: 4891.106445
	Iteration 12Q: 3 clusters Score -1899186 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1899932.125000 Penalty: 4891.106445
	Iteration 13Q: 3 clusters Score -1899932 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -1900439.875000 Penalty: 4891.106445
	Iteration 14Q: 3 clusters Score -1900440 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -1900700.375000 Penalty: 4891.106445
	Iteration 15Q: 3 clusters Score -1900700 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1900813.125000 Penalty: 4891.106445
	Iteration 16Q: 3 clusters Score -1900813 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1900871.500000 Penalty: 4891.106445
	Iteration 17Q: 3 clusters Score -1900872 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1900904.250000 Penalty: 4891.106445
	Iteration 18Q: 3 clusters Score -1900904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1900922.000000 Penalty: 4891.106445
	Iteration 19Q: 3 clusters Score -1900922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1900933.125000 Penalty: 4891.106445
	Iteration 20F: 3 clusters Score -1900933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1900944.000000 Penalty: 4891.106445
	Iteration 21Q: 3 clusters Score -1900944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1900956.375000 Penalty: 4891.106445
	Iteration 22Q: 3 clusters Score -1900956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1900958.000000 Penalty: 4891.106445
	Iteration 23Q: 3 clusters Score -1900958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -1900954.125000 Penalty: 4891.106445
	Iteration 24Q: 3 clusters Score -1900954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -1900962.125000 Penalty: 4891.106445
	Iteration 25Q: 3 clusters Score -1900962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -1900963.875000 Penalty: 4891.106445
	Iteration 26Q: 3 clusters Score -1900964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -1900966.750000 Penalty: 4891.106445
	Iteration 27Q: 3 clusters Score -1900967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -1900969.250000 Penalty: 4891.106445
	Iteration 28Q: 3 clusters Score -1900969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1900972.000000 Penalty: 4891.106445
	Iteration 29Q: 3 clusters Score -1900972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1900971.750000 Penalty: 4891.106445
	Iteration 30Q: 3 clusters Score -1900972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -1900970.250000 Penalty: 4891.106445
	Iteration 31Q: 3 clusters Score -1900970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -1900970.250000 Penalty: 4891.106445
	Iteration 32F: 3 clusters Score -1900970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Entering Unmasked Estep 
Score: -1060623.500000 Penalty: 2304.761719
	Iteration 0F: 2 clusters Score -1060624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1052412.875000 Penalty: 4609.523438
	Iteration 0F: 3 clusters Score -1052413 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1054780.625000 Penalty: 4609.523438
	Iteration 1F: 3 clusters Score -1054781 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1055082.750000 Penalty: 4609.523438
	Iteration 2F: 3 clusters Score -1055083 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1055303.625000 Penalty: 4609.523438
	Iteration 3Q: 3 clusters Score -1055304 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1055478.000000 Penalty: 4609.523438
	Iteration 4Q: 3 clusters Score -1055478 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1055612.750000 Penalty: 4609.523438
	Iteration 5Q: 3 clusters Score -1055613 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1055729.125000 Penalty: 4609.523438
	Iteration 6Q: 3 clusters Score -1055729 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1055841.500000 Penalty: 4609.523438
	Iteration 7Q: 3 clusters Score -1055842 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1055976.500000 Penalty: 4609.523438
	Iteration 8Q: 3 clusters Score -1055976 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1056150.125000 Penalty: 4609.523438
	Iteration 9Q: 3 clusters Score -1056150 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1056356.250000 Penalty: 4609.523438
	Iteration 10Q: 3 clusters Score -1056356 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1056616.250000 Penalty: 4609.523438
	Iteration 11Q: 3 clusters Score -1056616 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1056898.875000 Penalty: 4609.523438
	Iteration 12Q: 3 clusters Score -1056899 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1057181.750000 Penalty: 4609.523438
	Iteration 13Q: 3 clusters Score -1057182 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1057443.250000 Penalty: 4609.523438
	Iteration 14Q: 3 clusters Score -1057443 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1057673.375000 Penalty: 4609.523438
	Iteration 15Q: 3 clusters Score -1057673 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1057867.375000 Penalty: 4609.523438
	Iteration 16Q: 3 clusters Score -1057867 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1058000.000000 Penalty: 4609.523438
	Iteration 17Q: 3 clusters Score -1058000 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1058093.750000 Penalty: 4609.523438
	Iteration 18Q: 3 clusters Score -1058094 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1058185.875000 Penalty: 4609.523438
	Iteration 19Q: 3 clusters Score -1058186 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1058278.875000 Penalty: 4609.523438
	Iteration 20F: 3 clusters Score -1058279 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1058384.375000 Penalty: 4609.523438
	Iteration 21Q: 3 clusters Score -1058384 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1058463.250000 Penalty: 4609.523438
	Iteration 22Q: 3 clusters Score -1058463 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1058538.250000 Penalty: 4609.523438
	Iteration 23Q: 3 clusters Score -1058538 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1058608.875000 Penalty: 4609.523438
	Iteration 24Q: 3 clusters Score -1058609 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1058657.750000 Penalty: 4609.523438
	Iteration 25Q: 3 clusters Score -1058658 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1058692.125000 Penalty: 4609.523438
	Iteration 26Q: 3 clusters Score -1058692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1058714.375000 Penalty: 4609.523438
	Iteration 27Q: 3 clusters Score -1058714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1058732.875000 Penalty: 4609.523438
	Iteration 28Q: 3 clusters Score -1058733 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1058748.375000 Penalty: 4609.523438
	Iteration 29Q: 3 clusters Score -1058748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1058759.875000 Penalty: 4609.523438
	Iteration 30Q: 3 clusters Score -1058760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1058773.500000 Penalty: 4609.523438
	Iteration 31Q: 3 clusters Score -1058774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1058781.625000 Penalty: 4609.523438
	Iteration 32Q: 3 clusters Score -1058782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1058787.750000 Penalty: 4609.523438
	Iteration 33Q: 3 clusters Score -1058788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1058792.500000 Penalty: 4609.523438
	Iteration 34Q: 3 clusters Score -1058792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1058797.375000 Penalty: 4609.523438
	Iteration 35Q: 3 clusters Score -1058797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1058800.750000 Penalty: 4609.523438
	Iteration 36Q: 3 clusters Score -1058801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1058804.625000 Penalty: 4609.523438
	Iteration 37Q: 3 clusters Score -1058805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1058807.000000 Penalty: 4609.523438
	Iteration 38Q: 3 clusters Score -1058807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1058809.375000 Penalty: 4609.523438
	Iteration 39Q: 3 clusters Score -1058809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1058809.375000 Penalty: 4609.523438
	Iteration 40F: 3 clusters Score -1058809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Entering Unmasked Estep 
Score: -528667.937500 Penalty: 2133.271729
	Iteration 0F: 2 clusters Score -528667.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -523848.156250 Penalty: 4266.543457
	Iteration 0F: 3 clusters Score -523848.2 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -525089.250000 Penalty: 4266.543457
	Iteration 1F: 3 clusters Score -525089.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -525397.375000 Penalty: 4266.543457
	Iteration 2F: 3 clusters Score -525397.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -525649.312500 Penalty: 4266.543457
	Iteration 3F: 3 clusters Score -525649.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -525864.937500 Penalty: 4266.543457
	Iteration 4F: 3 clusters Score -525864.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -526088.187500 Penalty: 4266.543457
	Iteration 5F: 3 clusters Score -526088.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -526344.687500 Penalty: 4266.543457
	Iteration 6F: 3 clusters Score -526344.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -526572.375000 Penalty: 4266.543457
	Iteration 7F: 3 clusters Score -526572.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -526784.000000 Penalty: 4266.543457
	Iteration 8Q: 3 clusters Score -526784 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -526961.000000 Penalty: 4266.543457
	Iteration 9Q: 3 clusters Score -526961 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -527081.625000 Penalty: 4266.543457
	Iteration 10Q: 3 clusters Score -527081.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -527155.062500 Penalty: 4266.543457
	Iteration 11Q: 3 clusters Score -527155.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -527201.750000 Penalty: 4266.543457
	Iteration 12Q: 3 clusters Score -527201.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -527243.562500 Penalty: 4266.543457
	Iteration 13Q: 3 clusters Score -527243.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -527268.375000 Penalty: 4266.543457
	Iteration 14Q: 3 clusters Score -527268.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -527282.437500 Penalty: 4266.543457
	Iteration 15Q: 3 clusters Score -527282.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -527293.625000 Penalty: 4266.543457
	Iteration 16Q: 3 clusters Score -527293.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -527299.875000 Penalty: 4266.543457
	Iteration 17Q: 3 clusters Score -527299.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -527305.937500 Penalty: 4266.543457
	Iteration 18Q: 3 clusters Score -527305.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -527308.125000 Penalty: 4266.543457
	Iteration 19Q: 3 clusters Score -527308.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -527311.375000 Penalty: 4266.543457
	Iteration 20F: 3 clusters Score -527311.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -527312.187500 Penalty: 4266.543457
	Iteration 21Q: 3 clusters Score -527312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -527312.687500 Penalty: 4266.543457
	Iteration 22Q: 3 clusters Score -527312.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -527313.062500 Penalty: 4266.543457
	Iteration 23Q: 3 clusters Score -527313.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -527313.750000 Penalty: 4266.543457
	Iteration 24Q: 3 clusters Score -527313.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -527313.750000 Penalty: 4266.543457
	Iteration 25F: 3 clusters Score -527313.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Entering Unmasked Estep 
Score: -7737485.000000 Penalty: 2788.187256
	Iteration 0F: 2 clusters Score -7737485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -7686353.000000 Penalty: 5576.374512
	Iteration 0F: 3 clusters Score -7686353 nChanged 35558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -7706389.000000 Penalty: 5576.374512
	Iteration 1F: 3 clusters Score -7706389 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -7707115.500000 Penalty: 5576.374512
	Iteration 2Q: 3 clusters Score -7707116 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -7708136.500000 Penalty: 5576.374512
	Iteration 3Q: 3 clusters Score -7708136 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -7709532.000000 Penalty: 5576.374512
	Iteration 4Q: 3 clusters Score -7709532 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -7711750.500000 Penalty: 5576.374512
	Iteration 5F: 3 clusters Score -7711750 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -7714939.000000 Penalty: 5576.374512
	Iteration 6F: 3 clusters Score -7714939 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -7719605.500000 Penalty: 5576.374512
	Iteration 7F: 3 clusters Score -7719606 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -7724531.000000 Penalty: 5576.374512
	Iteration 8F: 3 clusters Score -7724531 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -7728438.500000 Penalty: 5576.374512
	Iteration 9F: 3 clusters Score -7728438 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -7730572.500000 Penalty: 5576.374512
	Iteration 10Q: 3 clusters Score -7730572 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -7731530.000000 Penalty: 5576.374512
	Iteration 11Q: 3 clusters Score -7731530 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -7732060.000000 Penalty: 5576.374512
	Iteration 12Q: 3 clusters Score -7732060 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -7732405.000000 Penalty: 5576.374512
	Iteration 13Q: 3 clusters Score -7732405 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66974 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -7732755.500000 Penalty: 5576.374512
	Iteration 14Q: 3 clusters Score -7732756 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67615 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -7733025.500000 Penalty: 5576.374512
	Iteration 15Q: 3 clusters Score -7733026 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -7733223.500000 Penalty: 5576.374512
	Iteration 16Q: 3 clusters Score -7733224 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -7733384.500000 Penalty: 5576.374512
	Iteration 17Q: 3 clusters Score -7733384 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -7733493.000000 Penalty: 5576.374512
	Iteration 18Q: 3 clusters Score -7733493 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -7733629.000000 Penalty: 5576.374512
	Iteration 19Q: 3 clusters Score -7733629 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -7733743.500000 Penalty: 5576.374512
	Iteration 20F: 3 clusters Score -7733744 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -7733876.500000 Penalty: 5576.374512
	Iteration 21Q: 3 clusters Score -7733876 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -7733965.500000 Penalty: 5576.374512
	Iteration 22Q: 3 clusters Score -7733966 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -7734061.500000 Penalty: 5576.374512
	Iteration 23Q: 3 clusters Score -7734062 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71343 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -7734149.500000 Penalty: 5576.374512
	Iteration 24Q: 3 clusters Score -7734150 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71613 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -7734199.500000 Penalty: 5576.374512
	Iteration 25Q: 3 clusters Score -7734200 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -7734256.000000 Penalty: 5576.374512
	Iteration 26Q: 3 clusters Score -7734256 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -7734298.500000 Penalty: 5576.374512
	Iteration 27Q: 3 clusters Score -7734298 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -7734331.500000 Penalty: 5576.374512
	Iteration 28Q: 3 clusters Score -7734332 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -7734399.000000 Penalty: 5576.374512
	Iteration 29Q: 3 clusters Score -7734399 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72564 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -7734437.500000 Penalty: 5576.374512
	Iteration 30Q: 3 clusters Score -7734438 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -7734501.500000 Penalty: 5576.374512
	Iteration 31Q: 3 clusters Score -7734502 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72888 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -7734529.000000 Penalty: 5576.374512
	Iteration 32Q: 3 clusters Score -7734529 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -7734566.000000 Penalty: 5576.374512
	Iteration 33Q: 3 clusters Score -7734566 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -7734604.500000 Penalty: 5576.374512
	Iteration 34Q: 3 clusters Score -7734604 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73321 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7734651.000000 Penalty: 5576.374512
	Iteration 35Q: 3 clusters Score -7734651 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -7734698.000000 Penalty: 5576.374512
	Iteration 36Q: 3 clusters Score -7734698 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -7734707.500000 Penalty: 5576.374512
	Iteration 37Q: 3 clusters Score -7734708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -7734741.500000 Penalty: 5576.374512
	Iteration 38Q: 3 clusters Score -7734742 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7734768.500000 Penalty: 5576.374512
	Iteration 39Q: 3 clusters Score -7734768 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73840 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7734803.500000 Penalty: 5576.374512
	Iteration 40F: 3 clusters Score -7734804 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -7734817.000000 Penalty: 5576.374512
	Iteration 41Q: 3 clusters Score -7734817 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7734853.500000 Penalty: 5576.374512
	Iteration 42Q: 3 clusters Score -7734854 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74124 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7734889.000000 Penalty: 5576.374512
	Iteration 43Q: 3 clusters Score -7734889 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7734930.000000 Penalty: 5576.374512
	Iteration 44Q: 3 clusters Score -7734930 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7734949.000000 Penalty: 5576.374512
	Iteration 45Q: 3 clusters Score -7734949 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7734959.000000 Penalty: 5576.374512
	Iteration 46Q: 3 clusters Score -7734959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74397 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7734986.000000 Penalty: 5576.374512
	Iteration 47Q: 3 clusters Score -7734986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74443 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7734983.500000 Penalty: 5576.374512
	Iteration 48Q: 3 clusters Score -7734984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -7735010.000000 Penalty: 5576.374512
	Iteration 49Q: 3 clusters Score -7735010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -7735019.000000 Penalty: 5576.374512
	Iteration 50Q: 3 clusters Score -7735019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74558 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7735026.500000 Penalty: 5576.374512
	Iteration 51Q: 3 clusters Score -7735026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7735016.500000 Penalty: 5576.374512
	Iteration 52Q: 3 clusters Score -7735016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7735029.000000 Penalty: 5576.374512
	Iteration 53Q: 3 clusters Score -7735029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74656 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7735027.500000 Penalty: 5576.374512
	Iteration 54Q: 3 clusters Score -7735028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74689 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7735037.500000 Penalty: 5576.374512
	Iteration 55Q: 3 clusters Score -7735038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7735042.000000 Penalty: 5576.374512
	Iteration 56Q: 3 clusters Score -7735042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74743 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -7735050.000000 Penalty: 5576.374512
	Iteration 57Q: 3 clusters Score -7735050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -7735056.000000 Penalty: 5576.374512
	Iteration 58Q: 3 clusters Score -7735056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7735069.500000 Penalty: 5576.374512
	Iteration 59Q: 3 clusters Score -7735070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7735075.500000 Penalty: 5576.374512
	Iteration 60F: 3 clusters Score -7735076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7735085.000000 Penalty: 5576.374512
	Iteration 61Q: 3 clusters Score -7735085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7735093.500000 Penalty: 5576.374512
	Iteration 62Q: 3 clusters Score -7735094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7735109.500000 Penalty: 5576.374512
	Iteration 63Q: 3 clusters Score -7735110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7735119.000000 Penalty: 5576.374512
	Iteration 64Q: 3 clusters Score -7735119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74942 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7735121.500000 Penalty: 5576.374512
	Iteration 65Q: 3 clusters Score -7735122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74964 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7735145.000000 Penalty: 5576.374512
	Iteration 66Q: 3 clusters Score -7735145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74985 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7735158.500000 Penalty: 5576.374512
	Iteration 67Q: 3 clusters Score -7735158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74994 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7735155.500000 Penalty: 5576.374512
	Iteration 68Q: 3 clusters Score -7735156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7735161.500000 Penalty: 5576.374512
	Iteration 69Q: 3 clusters Score -7735162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7735168.500000 Penalty: 5576.374512
	Iteration 70Q: 3 clusters Score -7735168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75020 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7735167.500000 Penalty: 5576.374512
	Iteration 71Q: 3 clusters Score -7735168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7735168.500000 Penalty: 5576.374512
	Iteration 72Q: 3 clusters Score -7735168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7735167.500000 Penalty: 5576.374512
	Iteration 73Q: 3 clusters Score -7735168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7735166.500000 Penalty: 5576.374512
	Iteration 74Q: 3 clusters Score -7735166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7735163.500000 Penalty: 5576.374512
	Iteration 75Q: 3 clusters Score -7735164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7735168.000000 Penalty: 5576.374512
	Iteration 76Q: 3 clusters Score -7735168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7735165.500000 Penalty: 5576.374512
	Iteration 77Q: 3 clusters Score -7735166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7735165.500000 Penalty: 5576.374512
	Iteration 78F: 3 clusters Score -7735166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (348436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348436 members 
Entering Unmasked Estep 
Score: -34831460.000000 Penalty: 3164.780029
	Iteration 0F: 2 clusters Score -3.483146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174502 members 
Mstep: Class 2 contains 173934 members 
Entering Unmasked Estep 
Score: -34607808.000000 Penalty: 6329.560059
	Iteration 0F: 3 clusters Score -3.460781e+07 nChanged 168956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183236 members 
Mstep: Class 2 contains 165200 members 
Entering Unmasked Estep 
Score: -34708024.000000 Penalty: 6329.560059
	Iteration 1F: 3 clusters Score -3.470802e+07 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188891 members 
Mstep: Class 2 contains 159545 members 
Entering Unmasked Estep 
Score: -34709800.000000 Penalty: 6329.560059
	Iteration 2Q: 3 clusters Score -3.47098e+07 nChanged 11308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197635 members 
Mstep: Class 2 contains 150801 members 
Entering Unmasked Estep 
Score: -34712368.000000 Penalty: 6329.560059
	Iteration 3Q: 3 clusters Score -3.471237e+07 nChanged 14778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210881 members 
Mstep: Class 2 contains 137555 members 
Entering Unmasked Estep 
Score: -34717292.000000 Penalty: 6329.560059
	Iteration 4Q: 3 clusters Score -3.471729e+07 nChanged 19756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229985 members 
Mstep: Class 2 contains 118451 members 
Entering Unmasked Estep 
Score: -34726432.000000 Penalty: 6329.560059
	Iteration 5F: 3 clusters Score -3.472643e+07 nChanged 26348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256157 members 
Mstep: Class 2 contains 92279 members 
Entering Unmasked Estep 
Score: -34743148.000000 Penalty: 6329.560059
	Iteration 6F: 3 clusters Score -3.474315e+07 nChanged 30886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287003 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -34768776.000000 Penalty: 6329.560059
	Iteration 7F: 3 clusters Score -3.476878e+07 nChanged 28336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315327 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -34796168.000000 Penalty: 6329.560059
	Iteration 8F: 3 clusters Score -3.479617e+07 nChanged 19035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334362 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -34819028.000000 Penalty: 6329.560059
	Iteration 9F: 3 clusters Score -3.481903e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343741 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -34826140.000000 Penalty: 6329.560059
	Iteration 10Q: 3 clusters Score -3.482614e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346856 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -34827932.000000 Penalty: 6329.560059
	Iteration 11Q: 3 clusters Score -3.482793e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347700 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -34828516.000000 Penalty: 6329.560059
	Iteration 12Q: 3 clusters Score -3.482852e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347916 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -34828752.000000 Penalty: 6329.560059
	Iteration 13Q: 3 clusters Score -3.482875e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347978 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -34828896.000000 Penalty: 6329.560059
	Iteration 14Q: 3 clusters Score -3.48289e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348002 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -34828980.000000 Penalty: 6329.560059
	Iteration 15Q: 3 clusters Score -3.482898e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348000 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -34829056.000000 Penalty: 6329.560059
	Iteration 16Q: 3 clusters Score -3.482906e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348002 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -34829156.000000 Penalty: 6329.560059
	Iteration 17Q: 3 clusters Score -3.482916e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347988 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34829160.000000 Penalty: 6329.560059
	Iteration 18Q: 3 clusters Score -3.482916e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347982 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -34829192.000000 Penalty: 6329.560059
	Iteration 19Q: 3 clusters Score -3.482919e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347979 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -34829232.000000 Penalty: 6329.560059
	Iteration 20F: 3 clusters Score -3.482923e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347974 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -34829252.000000 Penalty: 6329.560059
	Iteration 21Q: 3 clusters Score -3.482925e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347964 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -34829276.000000 Penalty: 6329.560059
	Iteration 22Q: 3 clusters Score -3.482928e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347951 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -34829312.000000 Penalty: 6329.560059
	Iteration 23Q: 3 clusters Score -3.482931e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347944 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -34829324.000000 Penalty: 6329.560059
	Iteration 24Q: 3 clusters Score -3.482932e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347942 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -34829320.000000 Penalty: 6329.560059
	Iteration 25Q: 3 clusters Score -3.482932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347940 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -34829344.000000 Penalty: 6329.560059
	Iteration 26Q: 3 clusters Score -3.482934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347931 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -34829368.000000 Penalty: 6329.560059
	Iteration 27Q: 3 clusters Score -3.482937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347925 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -34829372.000000 Penalty: 6329.560059
	Iteration 28Q: 3 clusters Score -3.482937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347923 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -34829368.000000 Penalty: 6329.560059
	Iteration 29Q: 3 clusters Score -3.482937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347919 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -34829388.000000 Penalty: 6329.560059
	Iteration 30Q: 3 clusters Score -3.482939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347909 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -34829416.000000 Penalty: 6329.560059
	Iteration 31Q: 3 clusters Score -3.482942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347904 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -34829416.000000 Penalty: 6329.560059
	Iteration 32Q: 3 clusters Score -3.482942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347898 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -34829424.000000 Penalty: 6329.560059
	Iteration 33Q: 3 clusters Score -3.482942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347896 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -34829416.000000 Penalty: 6329.560059
	Iteration 34Q: 3 clusters Score -3.482942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347892 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -34829416.000000 Penalty: 6329.560059
	Iteration 35Q: 3 clusters Score -3.482942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347891 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -34829404.000000 Penalty: 6329.560059
	Iteration 36Q: 3 clusters Score -3.48294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347889 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -34829416.000000 Penalty: 6329.560059
	Iteration 37Q: 3 clusters Score -3.482942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347892 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -34829436.000000 Penalty: 6329.560059
	Iteration 38Q: 3 clusters Score -3.482944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347892 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -34829436.000000 Penalty: 6329.560059
	Iteration 39Q: 3 clusters Score -3.482944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347892 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -34829424.000000 Penalty: 6329.560059
	Iteration 40F: 3 clusters Score -3.482942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347889 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -34829436.000000 Penalty: 6329.560059
	Iteration 41Q: 3 clusters Score -3.482944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347889 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -34829436.000000 Penalty: 6329.560059
	Iteration 42F: 3 clusters Score -3.482944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Entering Unmasked Estep 
Score: -2143407.750000 Penalty: 2477.232178
	Iteration 0F: 2 clusters Score -2143408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2128260.500000 Penalty: 4954.464355
	Iteration 0F: 3 clusters Score -2128260 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2133515.750000 Penalty: 4954.464355
	Iteration 1F: 3 clusters Score -2133516 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2134015.250000 Penalty: 4954.464355
	Iteration 2F: 3 clusters Score -2134015 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2134511.500000 Penalty: 4954.464355
	Iteration 3Q: 3 clusters Score -2134512 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2135057.000000 Penalty: 4954.464355
	Iteration 4Q: 3 clusters Score -2135057 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2135705.500000 Penalty: 4954.464355
	Iteration 5F: 3 clusters Score -2135706 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2136421.250000 Penalty: 4954.464355
	Iteration 6F: 3 clusters Score -2136421 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2137134.000000 Penalty: 4954.464355
	Iteration 7F: 3 clusters Score -2137134 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2137849.000000 Penalty: 4954.464355
	Iteration 8Q: 3 clusters Score -2137849 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2138507.000000 Penalty: 4954.464355
	Iteration 9Q: 3 clusters Score -2138507 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2138957.750000 Penalty: 4954.464355
	Iteration 10Q: 3 clusters Score -2138958 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2139255.750000 Penalty: 4954.464355
	Iteration 11Q: 3 clusters Score -2139256 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2139438.750000 Penalty: 4954.464355
	Iteration 12Q: 3 clusters Score -2139439 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2139556.500000 Penalty: 4954.464355
	Iteration 13Q: 3 clusters Score -2139556 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2139634.750000 Penalty: 4954.464355
	Iteration 14Q: 3 clusters Score -2139635 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2139695.250000 Penalty: 4954.464355
	Iteration 15Q: 3 clusters Score -2139695 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2139751.500000 Penalty: 4954.464355
	Iteration 16Q: 3 clusters Score -2139752 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2139790.000000 Penalty: 4954.464355
	Iteration 17Q: 3 clusters Score -2139790 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2139835.000000 Penalty: 4954.464355
	Iteration 18Q: 3 clusters Score -2139835 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2139880.500000 Penalty: 4954.464355
	Iteration 19Q: 3 clusters Score -2139880 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2139922.250000 Penalty: 4954.464355
	Iteration 20F: 3 clusters Score -2139922 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2139960.750000 Penalty: 4954.464355
	Iteration 21Q: 3 clusters Score -2139961 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2139994.500000 Penalty: 4954.464355
	Iteration 22Q: 3 clusters Score -2139994 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2140042.500000 Penalty: 4954.464355
	Iteration 23Q: 3 clusters Score -2140042 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2140067.250000 Penalty: 4954.464355
	Iteration 24Q: 3 clusters Score -2140067 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2140103.250000 Penalty: 4954.464355
	Iteration 25Q: 3 clusters Score -2140103 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2140138.000000 Penalty: 4954.464355
	Iteration 26Q: 3 clusters Score -2140138 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2140169.500000 Penalty: 4954.464355
	Iteration 27Q: 3 clusters Score -2140170 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2140210.000000 Penalty: 4954.464355
	Iteration 28Q: 3 clusters Score -2140210 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2140237.750000 Penalty: 4954.464355
	Iteration 29Q: 3 clusters Score -2140238 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2140266.500000 Penalty: 4954.464355
	Iteration 30Q: 3 clusters Score -2140266 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2140290.250000 Penalty: 4954.464355
	Iteration 31Q: 3 clusters Score -2140290 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2140314.000000 Penalty: 4954.464355
	Iteration 32Q: 3 clusters Score -2140314 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2140343.750000 Penalty: 4954.464355
	Iteration 33Q: 3 clusters Score -2140344 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2140371.250000 Penalty: 4954.464355
	Iteration 34Q: 3 clusters Score -2140371 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2140400.500000 Penalty: 4954.464355
	Iteration 35Q: 3 clusters Score -2140400 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2140421.000000 Penalty: 4954.464355
	Iteration 36Q: 3 clusters Score -2140421 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2140447.250000 Penalty: 4954.464355
	Iteration 37Q: 3 clusters Score -2140447 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2140475.750000 Penalty: 4954.464355
	Iteration 38Q: 3 clusters Score -2140476 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2140488.750000 Penalty: 4954.464355
	Iteration 39Q: 3 clusters Score -2140489 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2140509.250000 Penalty: 4954.464355
	Iteration 40F: 3 clusters Score -2140509 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2140514.750000 Penalty: 4954.464355
	Iteration 41Q: 3 clusters Score -2140515 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2140535.500000 Penalty: 4954.464355
	Iteration 42Q: 3 clusters Score -2140536 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2140551.500000 Penalty: 4954.464355
	Iteration 43Q: 3 clusters Score -2140552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2140546.750000 Penalty: 4954.464355
	Iteration 44Q: 3 clusters Score -2140547 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2140554.750000 Penalty: 4954.464355
	Iteration 45Q: 3 clusters Score -2140555 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2140570.750000 Penalty: 4954.464355
	Iteration 46Q: 3 clusters Score -2140571 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2140583.000000 Penalty: 4954.464355
	Iteration 47Q: 3 clusters Score -2140583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2140580.500000 Penalty: 4954.464355
	Iteration 48Q: 3 clusters Score -2140580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2140581.000000 Penalty: 4954.464355
	Iteration 49Q: 3 clusters Score -2140581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2140580.750000 Penalty: 4954.464355
	Iteration 50Q: 3 clusters Score -2140581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2140589.250000 Penalty: 4954.464355
	Iteration 51Q: 3 clusters Score -2140589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2140596.000000 Penalty: 4954.464355
	Iteration 52Q: 3 clusters Score -2140596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2140601.500000 Penalty: 4954.464355
	Iteration 53Q: 3 clusters Score -2140602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2140609.750000 Penalty: 4954.464355
	Iteration 54Q: 3 clusters Score -2140610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2140608.500000 Penalty: 4954.464355
	Iteration 55Q: 3 clusters Score -2140608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2140611.250000 Penalty: 4954.464355
	Iteration 56Q: 3 clusters Score -2140611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2140614.000000 Penalty: 4954.464355
	Iteration 57Q: 3 clusters Score -2140614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2140626.250000 Penalty: 4954.464355
	Iteration 58Q: 3 clusters Score -2140626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2140632.500000 Penalty: 4954.464355
	Iteration 59Q: 3 clusters Score -2140632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2140634.500000 Penalty: 4954.464355
	Iteration 60F: 3 clusters Score -2140634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2140640.250000 Penalty: 4954.464355
	Iteration 61Q: 3 clusters Score -2140640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2140644.250000 Penalty: 4954.464355
	Iteration 62Q: 3 clusters Score -2140644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2140653.000000 Penalty: 4954.464355
	Iteration 63Q: 3 clusters Score -2140653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2140658.250000 Penalty: 4954.464355
	Iteration 64Q: 3 clusters Score -2140658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2140656.000000 Penalty: 4954.464355
	Iteration 65Q: 3 clusters Score -2140656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2140662.000000 Penalty: 4954.464355
	Iteration 66Q: 3 clusters Score -2140662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2140668.500000 Penalty: 4954.464355
	Iteration 67Q: 3 clusters Score -2140668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2140675.250000 Penalty: 4954.464355
	Iteration 68Q: 3 clusters Score -2140675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2140677.500000 Penalty: 4954.464355
	Iteration 69Q: 3 clusters Score -2140678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2140681.000000 Penalty: 4954.464355
	Iteration 70Q: 3 clusters Score -2140681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2140681.750000 Penalty: 4954.464355
	Iteration 71Q: 3 clusters Score -2140682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2140675.250000 Penalty: 4954.464355
	Iteration 72Q: 3 clusters Score -2140675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2140681.000000 Penalty: 4954.464355
	Iteration 73Q: 3 clusters Score -2140681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2140682.750000 Penalty: 4954.464355
	Iteration 74Q: 3 clusters Score -2140683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2140684.750000 Penalty: 4954.464355
	Iteration 75Q: 3 clusters Score -2140685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2140694.250000 Penalty: 4954.464355
	Iteration 76Q: 3 clusters Score -2140694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2140699.000000 Penalty: 4954.464355
	Iteration 77Q: 3 clusters Score -2140699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2140703.750000 Penalty: 4954.464355
	Iteration 78Q: 3 clusters Score -2140704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2140704.250000 Penalty: 4954.464355
	Iteration 79Q: 3 clusters Score -2140704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2140710.250000 Penalty: 4954.464355
	Iteration 80F: 3 clusters Score -2140710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2140714.500000 Penalty: 4954.464355
	Iteration 81Q: 3 clusters Score -2140714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2140722.750000 Penalty: 4954.464355
	Iteration 82Q: 3 clusters Score -2140723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2140719.000000 Penalty: 4954.464355
	Iteration 83Q: 3 clusters Score -2140719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2140712.750000 Penalty: 4954.464355
	Iteration 84Q: 3 clusters Score -2140713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2140723.750000 Penalty: 4954.464355
	Iteration 85Q: 3 clusters Score -2140724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2140726.750000 Penalty: 4954.464355
	Iteration 86Q: 3 clusters Score -2140727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2140726.500000 Penalty: 4954.464355
	Iteration 87Q: 3 clusters Score -2140726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2140726.500000 Penalty: 4954.464355
	Iteration 88Q: 3 clusters Score -2140726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2140731.000000 Penalty: 4954.464355
	Iteration 89Q: 3 clusters Score -2140731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2140734.000000 Penalty: 4954.464355
	Iteration 90Q: 3 clusters Score -2140734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2140730.750000 Penalty: 4954.464355
	Iteration 91Q: 3 clusters Score -2140731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2140739.250000 Penalty: 4954.464355
	Iteration 92Q: 3 clusters Score -2140739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2140739.500000 Penalty: 4954.464355
	Iteration 93Q: 3 clusters Score -2140740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2140741.750000 Penalty: 4954.464355
	Iteration 94Q: 3 clusters Score -2140742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2140741.500000 Penalty: 4954.464355
	Iteration 95Q: 3 clusters Score -2140742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2140745.500000 Penalty: 4954.464355
	Iteration 96Q: 3 clusters Score -2140746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2140756.250000 Penalty: 4954.464355
	Iteration 97Q: 3 clusters Score -2140756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2140756.250000 Penalty: 4954.464355
	Iteration 98Q: 3 clusters Score -2140756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2140756.500000 Penalty: 4954.464355
	Iteration 99Q: 3 clusters Score -2140756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2140764.000000 Penalty: 4954.464355
	Iteration 100F: 3 clusters Score -2140764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2140776.750000 Penalty: 4954.464355
	Iteration 101Q: 3 clusters Score -2140777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2140783.250000 Penalty: 4954.464355
	Iteration 102Q: 3 clusters Score -2140783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2140780.750000 Penalty: 4954.464355
	Iteration 103Q: 3 clusters Score -2140781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2140793.750000 Penalty: 4954.464355
	Iteration 104Q: 3 clusters Score -2140794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2140798.750000 Penalty: 4954.464355
	Iteration 105Q: 3 clusters Score -2140799 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2140800.500000 Penalty: 4954.464355
	Iteration 106Q: 3 clusters Score -2140800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2140814.500000 Penalty: 4954.464355
	Iteration 107Q: 3 clusters Score -2140814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2140817.250000 Penalty: 4954.464355
	Iteration 108Q: 3 clusters Score -2140817 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2140835.500000 Penalty: 4954.464355
	Iteration 109Q: 3 clusters Score -2140836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2140843.750000 Penalty: 4954.464355
	Iteration 110Q: 3 clusters Score -2140844 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2140852.000000 Penalty: 4954.464355
	Iteration 111Q: 3 clusters Score -2140852 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2140865.000000 Penalty: 4954.464355
	Iteration 112Q: 3 clusters Score -2140865 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2140879.500000 Penalty: 4954.464355
	Iteration 113Q: 3 clusters Score -2140880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2140890.750000 Penalty: 4954.464355
	Iteration 114Q: 3 clusters Score -2140891 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2140896.500000 Penalty: 4954.464355
	Iteration 115Q: 3 clusters Score -2140896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2140897.750000 Penalty: 4954.464355
	Iteration 116Q: 3 clusters Score -2140898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2140914.750000 Penalty: 4954.464355
	Iteration 117Q: 3 clusters Score -2140915 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2140929.750000 Penalty: 4954.464355
	Iteration 118Q: 3 clusters Score -2140930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2140944.250000 Penalty: 4954.464355
	Iteration 119Q: 3 clusters Score -2140944 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2140950.000000 Penalty: 4954.464355
	Iteration 120F: 3 clusters Score -2140950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2140959.250000 Penalty: 4954.464355
	Iteration 121Q: 3 clusters Score -2140959 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2140980.000000 Penalty: 4954.464355
	Iteration 122Q: 3 clusters Score -2140980 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2140995.000000 Penalty: 4954.464355
	Iteration 123Q: 3 clusters Score -2140995 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2141002.750000 Penalty: 4954.464355
	Iteration 124Q: 3 clusters Score -2141003 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2141024.750000 Penalty: 4954.464355
	Iteration 125Q: 3 clusters Score -2141025 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2141041.000000 Penalty: 4954.464355
	Iteration 126Q: 3 clusters Score -2141041 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2141054.750000 Penalty: 4954.464355
	Iteration 127Q: 3 clusters Score -2141055 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2141066.250000 Penalty: 4954.464355
	Iteration 128Q: 3 clusters Score -2141066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2141081.750000 Penalty: 4954.464355
	Iteration 129Q: 3 clusters Score -2141082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2141076.750000 Penalty: 4954.464355
	Iteration 130Q: 3 clusters Score -2141077 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2141088.000000 Penalty: 4954.464355
	Iteration 131Q: 3 clusters Score -2141088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2141094.000000 Penalty: 4954.464355
	Iteration 132Q: 3 clusters Score -2141094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2141109.000000 Penalty: 4954.464355
	Iteration 133Q: 3 clusters Score -2141109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2141121.250000 Penalty: 4954.464355
	Iteration 134Q: 3 clusters Score -2141121 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2141132.500000 Penalty: 4954.464355
	Iteration 135Q: 3 clusters Score -2141132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2141134.000000 Penalty: 4954.464355
	Iteration 136Q: 3 clusters Score -2141134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2141140.250000 Penalty: 4954.464355
	Iteration 137Q: 3 clusters Score -2141140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2141147.750000 Penalty: 4954.464355
	Iteration 138Q: 3 clusters Score -2141148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2141159.500000 Penalty: 4954.464355
	Iteration 139Q: 3 clusters Score -2141160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2141168.500000 Penalty: 4954.464355
	Iteration 140F: 3 clusters Score -2141168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2141182.000000 Penalty: 4954.464355
	Iteration 141Q: 3 clusters Score -2141182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2141189.750000 Penalty: 4954.464355
	Iteration 142Q: 3 clusters Score -2141190 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2141201.500000 Penalty: 4954.464355
	Iteration 143Q: 3 clusters Score -2141202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2141217.000000 Penalty: 4954.464355
	Iteration 144Q: 3 clusters Score -2141217 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2141226.000000 Penalty: 4954.464355
	Iteration 145Q: 3 clusters Score -2141226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2141232.500000 Penalty: 4954.464355
	Iteration 146Q: 3 clusters Score -2141232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2141254.000000 Penalty: 4954.464355
	Iteration 147Q: 3 clusters Score -2141254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2141259.500000 Penalty: 4954.464355
	Iteration 148Q: 3 clusters Score -2141260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2141268.250000 Penalty: 4954.464355
	Iteration 149Q: 3 clusters Score -2141268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2141272.500000 Penalty: 4954.464355
	Iteration 150Q: 3 clusters Score -2141272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2141281.750000 Penalty: 4954.464355
	Iteration 151Q: 3 clusters Score -2141282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2141291.250000 Penalty: 4954.464355
	Iteration 152Q: 3 clusters Score -2141291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2141296.250000 Penalty: 4954.464355
	Iteration 153Q: 3 clusters Score -2141296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2141302.000000 Penalty: 4954.464355
	Iteration 154Q: 3 clusters Score -2141302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2141308.000000 Penalty: 4954.464355
	Iteration 155Q: 3 clusters Score -2141308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2141317.500000 Penalty: 4954.464355
	Iteration 156Q: 3 clusters Score -2141318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2141322.250000 Penalty: 4954.464355
	Iteration 157Q: 3 clusters Score -2141322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2141319.500000 Penalty: 4954.464355
	Iteration 158Q: 3 clusters Score -2141320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2141330.250000 Penalty: 4954.464355
	Iteration 159Q: 3 clusters Score -2141330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2141334.500000 Penalty: 4954.464355
	Iteration 160F: 3 clusters Score -2141334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2141343.500000 Penalty: 4954.464355
	Iteration 161Q: 3 clusters Score -2141344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2141350.000000 Penalty: 4954.464355
	Iteration 162Q: 3 clusters Score -2141350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2141354.750000 Penalty: 4954.464355
	Iteration 163Q: 3 clusters Score -2141355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2141355.000000 Penalty: 4954.464355
	Iteration 164Q: 3 clusters Score -2141355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2141362.000000 Penalty: 4954.464355
	Iteration 165Q: 3 clusters Score -2141362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2141359.750000 Penalty: 4954.464355
	Iteration 166Q: 3 clusters Score -2141360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2141365.000000 Penalty: 4954.464355
	Iteration 167Q: 3 clusters Score -2141365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2141369.000000 Penalty: 4954.464355
	Iteration 168Q: 3 clusters Score -2141369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2141367.500000 Penalty: 4954.464355
	Iteration 169Q: 3 clusters Score -2141368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2141363.750000 Penalty: 4954.464355
	Iteration 170Q: 3 clusters Score -2141364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2141375.250000 Penalty: 4954.464355
	Iteration 171Q: 3 clusters Score -2141375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2141370.500000 Penalty: 4954.464355
	Iteration 172Q: 3 clusters Score -2141370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2141383.000000 Penalty: 4954.464355
	Iteration 173Q: 3 clusters Score -2141383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2141381.750000 Penalty: 4954.464355
	Iteration 174Q: 3 clusters Score -2141382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2141389.250000 Penalty: 4954.464355
	Iteration 175Q: 3 clusters Score -2141389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2141392.250000 Penalty: 4954.464355
	Iteration 176Q: 3 clusters Score -2141392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2141393.750000 Penalty: 4954.464355
	Iteration 177Q: 3 clusters Score -2141394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2141398.250000 Penalty: 4954.464355
	Iteration 178Q: 3 clusters Score -2141398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2141394.750000 Penalty: 4954.464355
	Iteration 179Q: 3 clusters Score -2141395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2141400.000000 Penalty: 4954.464355
	Iteration 180F: 3 clusters Score -2141400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2141399.750000 Penalty: 4954.464355
	Iteration 181Q: 3 clusters Score -2141400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2141401.250000 Penalty: 4954.464355
	Iteration 182Q: 3 clusters Score -2141401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2141401.250000 Penalty: 4954.464355
	Iteration 183Q: 3 clusters Score -2141401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2141400.250000 Penalty: 4954.464355
	Iteration 184Q: 3 clusters Score -2141400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2141402.500000 Penalty: 4954.464355
	Iteration 185Q: 3 clusters Score -2141402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2141399.000000 Penalty: 4954.464355
	Iteration 186Q: 3 clusters Score -2141399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2141401.750000 Penalty: 4954.464355
	Iteration 187Q: 3 clusters Score -2141402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2141403.000000 Penalty: 4954.464355
	Iteration 188Q: 3 clusters Score -2141403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2141403.000000 Penalty: 4954.464355
	Iteration 189F: 3 clusters Score -2141403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (65588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Entering Unmasked Estep 
Score: -6691532.500000 Penalty: 2750.604736
	Iteration 0F: 2 clusters Score -6691532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -6647691.000000 Penalty: 5501.209473
	Iteration 0F: 3 clusters Score -6647691 nChanged 30508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -6664522.500000 Penalty: 5501.209473
	Iteration 1F: 3 clusters Score -6664522 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -6665041.000000 Penalty: 5501.209473
	Iteration 2Q: 3 clusters Score -6665041 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -6665671.500000 Penalty: 5501.209473
	Iteration 3Q: 3 clusters Score -6665672 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -6666352.000000 Penalty: 5501.209473
	Iteration 4Q: 3 clusters Score -6666352 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -6667329.000000 Penalty: 5501.209473
	Iteration 5Q: 3 clusters Score -6667329 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -6668590.500000 Penalty: 5501.209473
	Iteration 6Q: 3 clusters Score -6668590 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -6670547.500000 Penalty: 5501.209473
	Iteration 7F: 3 clusters Score -6670548 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -6673341.000000 Penalty: 5501.209473
	Iteration 8F: 3 clusters Score -6673341 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -6676881.500000 Penalty: 5501.209473
	Iteration 9F: 3 clusters Score -6676882 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -6680279.500000 Penalty: 5501.209473
	Iteration 10F: 3 clusters Score -6680280 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -6682978.500000 Penalty: 5501.209473
	Iteration 11Q: 3 clusters Score -6682978 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -6684815.000000 Penalty: 5501.209473
	Iteration 12Q: 3 clusters Score -6684815 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -6686050.000000 Penalty: 5501.209473
	Iteration 13Q: 3 clusters Score -6686050 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -6686890.500000 Penalty: 5501.209473
	Iteration 14Q: 3 clusters Score -6686890 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -6687488.000000 Penalty: 5501.209473
	Iteration 15Q: 3 clusters Score -6687488 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -6687910.000000 Penalty: 5501.209473
	Iteration 16Q: 3 clusters Score -6687910 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -6688211.500000 Penalty: 5501.209473
	Iteration 17Q: 3 clusters Score -6688212 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -6688468.000000 Penalty: 5501.209473
	Iteration 18Q: 3 clusters Score -6688468 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -6688639.500000 Penalty: 5501.209473
	Iteration 19Q: 3 clusters Score -6688640 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -6688814.500000 Penalty: 5501.209473
	Iteration 20F: 3 clusters Score -6688814 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -6688907.500000 Penalty: 5501.209473
	Iteration 21Q: 3 clusters Score -6688908 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 64294 members 
Entering Unmasked Estep 
Score: -6688984.500000 Penalty: 5501.209473
	Iteration 22Q: 3 clusters Score -6688984 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -6689021.000000 Penalty: 5501.209473
	Iteration 23Q: 3 clusters Score -6689021 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -6689057.000000 Penalty: 5501.209473
	Iteration 24Q: 3 clusters Score -6689057 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -6689077.500000 Penalty: 5501.209473
	Iteration 25Q: 3 clusters Score -6689078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 64543 members 
Entering Unmasked Estep 
Score: -6689091.000000 Penalty: 5501.209473
	Iteration 26Q: 3 clusters Score -6689091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -6689120.500000 Penalty: 5501.209473
	Iteration 27Q: 3 clusters Score -6689120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -6689132.500000 Penalty: 5501.209473
	Iteration 28Q: 3 clusters Score -6689132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -6689155.000000 Penalty: 5501.209473
	Iteration 29Q: 3 clusters Score -6689155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -6689159.500000 Penalty: 5501.209473
	Iteration 30Q: 3 clusters Score -6689160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -6689170.500000 Penalty: 5501.209473
	Iteration 31Q: 3 clusters Score -6689170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -6689181.000000 Penalty: 5501.209473
	Iteration 32Q: 3 clusters Score -6689181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -6689195.500000 Penalty: 5501.209473
	Iteration 33Q: 3 clusters Score -6689196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 64707 members 
Entering Unmasked Estep 
Score: -6689190.500000 Penalty: 5501.209473
	Iteration 34Q: 3 clusters Score -6689190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -6689195.000000 Penalty: 5501.209473
	Iteration 35Q: 3 clusters Score -6689195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -6689197.500000 Penalty: 5501.209473
	Iteration 36Q: 3 clusters Score -6689198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -6689199.500000 Penalty: 5501.209473
	Iteration 37Q: 3 clusters Score -6689200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -6689198.500000 Penalty: 5501.209473
	Iteration 38Q: 3 clusters Score -6689198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -6689197.000000 Penalty: 5501.209473
	Iteration 39Q: 3 clusters Score -6689197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -6689202.500000 Penalty: 5501.209473
	Iteration 40F: 3 clusters Score -6689202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -6689206.500000 Penalty: 5501.209473
	Iteration 41Q: 3 clusters Score -6689206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -6689200.500000 Penalty: 5501.209473
	Iteration 42Q: 3 clusters Score -6689200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -6689199.500000 Penalty: 5501.209473
	Iteration 43Q: 3 clusters Score -6689200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 64743 members 
Entering Unmasked Estep 
Score: -6689207.000000 Penalty: 5501.209473
	Iteration 44Q: 3 clusters Score -6689207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -6689207.500000 Penalty: 5501.209473
	Iteration 45Q: 3 clusters Score -6689208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -6689207.500000 Penalty: 5501.209473
	Iteration 46F: 3 clusters Score -6689208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Entering Unmasked Estep 
Score: -2016418.000000 Penalty: 2461.243164
	Iteration 0F: 2 clusters Score -2016418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2001974.250000 Penalty: 4922.486328
	Iteration 0F: 3 clusters Score -2001974 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2006750.750000 Penalty: 4922.486328
	Iteration 1F: 3 clusters Score -2006751 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2007048.625000 Penalty: 4922.486328
	Iteration 2Q: 3 clusters Score -2007049 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2007286.750000 Penalty: 4922.486328
	Iteration 3Q: 3 clusters Score -2007287 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2007474.125000 Penalty: 4922.486328
	Iteration 4Q: 3 clusters Score -2007474 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2007632.750000 Penalty: 4922.486328
	Iteration 5Q: 3 clusters Score -2007633 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2007782.000000 Penalty: 4922.486328
	Iteration 6Q: 3 clusters Score -2007782 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2007924.000000 Penalty: 4922.486328
	Iteration 7Q: 3 clusters Score -2007924 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2008068.875000 Penalty: 4922.486328
	Iteration 8Q: 3 clusters Score -2008069 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2008248.750000 Penalty: 4922.486328
	Iteration 9Q: 3 clusters Score -2008249 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2008439.000000 Penalty: 4922.486328
	Iteration 10Q: 3 clusters Score -2008439 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2008674.250000 Penalty: 4922.486328
	Iteration 11Q: 3 clusters Score -2008674 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2008960.375000 Penalty: 4922.486328
	Iteration 12Q: 3 clusters Score -2008960 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2009326.750000 Penalty: 4922.486328
	Iteration 13Q: 3 clusters Score -2009327 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2009849.500000 Penalty: 4922.486328
	Iteration 14Q: 3 clusters Score -2009850 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2010506.875000 Penalty: 4922.486328
	Iteration 15F: 3 clusters Score -2010507 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2011167.250000 Penalty: 4922.486328
	Iteration 16Q: 3 clusters Score -2011167 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2011859.250000 Penalty: 4922.486328
	Iteration 17Q: 3 clusters Score -2011859 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2012453.375000 Penalty: 4922.486328
	Iteration 18Q: 3 clusters Score -2012453 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2013004.250000 Penalty: 4922.486328
	Iteration 19Q: 3 clusters Score -2013004 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2013495.375000 Penalty: 4922.486328
	Iteration 20F: 3 clusters Score -2013495 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2013890.375000 Penalty: 4922.486328
	Iteration 21Q: 3 clusters Score -2013890 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2014135.625000 Penalty: 4922.486328
	Iteration 22Q: 3 clusters Score -2014136 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2014249.000000 Penalty: 4922.486328
	Iteration 23Q: 3 clusters Score -2014249 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2014309.750000 Penalty: 4922.486328
	Iteration 24Q: 3 clusters Score -2014310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2014353.000000 Penalty: 4922.486328
	Iteration 25Q: 3 clusters Score -2014353 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2014376.250000 Penalty: 4922.486328
	Iteration 26Q: 3 clusters Score -2014376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2014383.375000 Penalty: 4922.486328
	Iteration 27Q: 3 clusters Score -2014383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2014392.250000 Penalty: 4922.486328
	Iteration 28Q: 3 clusters Score -2014392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2014398.375000 Penalty: 4922.486328
	Iteration 29Q: 3 clusters Score -2014398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2014404.750000 Penalty: 4922.486328
	Iteration 30Q: 3 clusters Score -2014405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2014407.125000 Penalty: 4922.486328
	Iteration 31Q: 3 clusters Score -2014407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2014410.500000 Penalty: 4922.486328
	Iteration 32Q: 3 clusters Score -2014410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2014415.125000 Penalty: 4922.486328
	Iteration 33Q: 3 clusters Score -2014415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2014416.125000 Penalty: 4922.486328
	Iteration 34Q: 3 clusters Score -2014416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2014417.500000 Penalty: 4922.486328
	Iteration 35Q: 3 clusters Score -2014418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2014422.875000 Penalty: 4922.486328
	Iteration 36Q: 3 clusters Score -2014423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2014422.375000 Penalty: 4922.486328
	Iteration 37Q: 3 clusters Score -2014422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2014423.625000 Penalty: 4922.486328
	Iteration 38Q: 3 clusters Score -2014424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2014423.375000 Penalty: 4922.486328
	Iteration 39Q: 3 clusters Score -2014423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2014423.375000 Penalty: 4922.486328
	Iteration 40F: 3 clusters Score -2014423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Entering Unmasked Estep 
Score: -4397634.500000 Penalty: 2646.948242
	Iteration 0F: 2 clusters Score -4397634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -4368561.500000 Penalty: 5293.896484
	Iteration 0F: 3 clusters Score -4368562 nChanged 19802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -4379598.500000 Penalty: 5293.896484
	Iteration 1F: 3 clusters Score -4379598 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4380415.000000 Penalty: 5293.896484
	Iteration 2F: 3 clusters Score -4380415 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -4381328.500000 Penalty: 5293.896484
	Iteration 3F: 3 clusters Score -4381328 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -4382585.000000 Penalty: 5293.896484
	Iteration 4F: 3 clusters Score -4382585 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -4384370.000000 Penalty: 5293.896484
	Iteration 5F: 3 clusters Score -4384370 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -4386914.500000 Penalty: 5293.896484
	Iteration 6F: 3 clusters Score -4386914 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -4389827.500000 Penalty: 5293.896484
	Iteration 7F: 3 clusters Score -4389828 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -4392268.000000 Penalty: 5293.896484
	Iteration 8F: 3 clusters Score -4392268 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4393862.000000 Penalty: 5293.896484
	Iteration 9Q: 3 clusters Score -4393862 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4394675.000000 Penalty: 5293.896484
	Iteration 10Q: 3 clusters Score -4394675 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4395098.500000 Penalty: 5293.896484
	Iteration 11Q: 3 clusters Score -4395098 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4395286.000000 Penalty: 5293.896484
	Iteration 12Q: 3 clusters Score -4395286 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4395399.000000 Penalty: 5293.896484
	Iteration 13Q: 3 clusters Score -4395399 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4395448.500000 Penalty: 5293.896484
	Iteration 14Q: 3 clusters Score -4395448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4395478.500000 Penalty: 5293.896484
	Iteration 15Q: 3 clusters Score -4395478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4395496.500000 Penalty: 5293.896484
	Iteration 16Q: 3 clusters Score -4395496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4395515.500000 Penalty: 5293.896484
	Iteration 17Q: 3 clusters Score -4395516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4395522.000000 Penalty: 5293.896484
	Iteration 18Q: 3 clusters Score -4395522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4395526.000000 Penalty: 5293.896484
	Iteration 19Q: 3 clusters Score -4395526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4395536.000000 Penalty: 5293.896484
	Iteration 20F: 3 clusters Score -4395536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4395542.000000 Penalty: 5293.896484
	Iteration 21Q: 3 clusters Score -4395542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4395542.000000 Penalty: 5293.896484
	Iteration 22Q: 3 clusters Score -4395542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4395542.000000 Penalty: 5293.896484
	Iteration 23Q: 3 clusters Score -4395542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4395539.500000 Penalty: 5293.896484
	Iteration 24Q: 3 clusters Score -4395540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4395546.000000 Penalty: 5293.896484
	Iteration 25Q: 3 clusters Score -4395546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4395546.500000 Penalty: 5293.896484
	Iteration 26Q: 3 clusters Score -4395546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4395546.500000 Penalty: 5293.896484
	Iteration 27Q: 3 clusters Score -4395546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4395556.000000 Penalty: 5293.896484
	Iteration 28Q: 3 clusters Score -4395556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4395553.500000 Penalty: 5293.896484
	Iteration 29Q: 3 clusters Score -4395554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4395555.500000 Penalty: 5293.896484
	Iteration 30Q: 3 clusters Score -4395556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4395561.000000 Penalty: 5293.896484
	Iteration 31Q: 3 clusters Score -4395561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4395565.500000 Penalty: 5293.896484
	Iteration 32Q: 3 clusters Score -4395566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4395567.000000 Penalty: 5293.896484
	Iteration 33Q: 3 clusters Score -4395567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4395563.500000 Penalty: 5293.896484
	Iteration 34Q: 3 clusters Score -4395564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4395563.500000 Penalty: 5293.896484
	Iteration 35F: 3 clusters Score -4395564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Entering Unmasked Estep 
Score: -3201994.750000 Penalty: 2595.260254
	Iteration 0F: 2 clusters Score -3201995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3178196.000000 Penalty: 5190.520508
	Iteration 0F: 3 clusters Score -3178196 nChanged 15896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3186849.500000 Penalty: 5190.520508
	Iteration 1F: 3 clusters Score -3186850 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3187526.750000 Penalty: 5190.520508
	Iteration 2F: 3 clusters Score -3187527 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3188098.500000 Penalty: 5190.520508
	Iteration 3Q: 3 clusters Score -3188098 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3188617.750000 Penalty: 5190.520508
	Iteration 4Q: 3 clusters Score -3188618 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3189192.250000 Penalty: 5190.520508
	Iteration 5Q: 3 clusters Score -3189192 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3189803.250000 Penalty: 5190.520508
	Iteration 6Q: 3 clusters Score -3189803 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -3190473.500000 Penalty: 5190.520508
	Iteration 7Q: 3 clusters Score -3190474 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3191190.250000 Penalty: 5190.520508
	Iteration 8Q: 3 clusters Score -3191190 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -3192010.500000 Penalty: 5190.520508
	Iteration 9Q: 3 clusters Score -3192010 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -3192991.250000 Penalty: 5190.520508
	Iteration 10Q: 3 clusters Score -3192991 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -3194075.750000 Penalty: 5190.520508
	Iteration 11Q: 3 clusters Score -3194076 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3195341.500000 Penalty: 5190.520508
	Iteration 12Q: 3 clusters Score -3195342 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3196381.750000 Penalty: 5190.520508
	Iteration 13Q: 3 clusters Score -3196382 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3197066.000000 Penalty: 5190.520508
	Iteration 14Q: 3 clusters Score -3197066 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3197510.500000 Penalty: 5190.520508
	Iteration 15Q: 3 clusters Score -3197510 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3197810.500000 Penalty: 5190.520508
	Iteration 16Q: 3 clusters Score -3197810 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3198066.250000 Penalty: 5190.520508
	Iteration 17Q: 3 clusters Score -3198066 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -3198294.750000 Penalty: 5190.520508
	Iteration 18Q: 3 clusters Score -3198295 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3198481.250000 Penalty: 5190.520508
	Iteration 19Q: 3 clusters Score -3198481 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3198653.000000 Penalty: 5190.520508
	Iteration 20F: 3 clusters Score -3198653 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3198824.750000 Penalty: 5190.520508
	Iteration 21Q: 3 clusters Score -3198825 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3198979.250000 Penalty: 5190.520508
	Iteration 22Q: 3 clusters Score -3198979 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -3199121.500000 Penalty: 5190.520508
	Iteration 23Q: 3 clusters Score -3199122 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3199253.250000 Penalty: 5190.520508
	Iteration 24Q: 3 clusters Score -3199253 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3199385.500000 Penalty: 5190.520508
	Iteration 25Q: 3 clusters Score -3199386 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3199507.500000 Penalty: 5190.520508
	Iteration 26Q: 3 clusters Score -3199508 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3199643.000000 Penalty: 5190.520508
	Iteration 27Q: 3 clusters Score -3199643 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3199754.000000 Penalty: 5190.520508
	Iteration 28Q: 3 clusters Score -3199754 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3199848.000000 Penalty: 5190.520508
	Iteration 29Q: 3 clusters Score -3199848 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3199904.500000 Penalty: 5190.520508
	Iteration 30Q: 3 clusters Score -3199904 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3199947.500000 Penalty: 5190.520508
	Iteration 31Q: 3 clusters Score -3199948 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3199992.500000 Penalty: 5190.520508
	Iteration 32Q: 3 clusters Score -3199992 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3200041.750000 Penalty: 5190.520508
	Iteration 33Q: 3 clusters Score -3200042 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3200074.250000 Penalty: 5190.520508
	Iteration 34Q: 3 clusters Score -3200074 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3200106.000000 Penalty: 5190.520508
	Iteration 35Q: 3 clusters Score -3200106 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3200151.250000 Penalty: 5190.520508
	Iteration 36Q: 3 clusters Score -3200151 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3200198.750000 Penalty: 5190.520508
	Iteration 37Q: 3 clusters Score -3200199 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3200229.500000 Penalty: 5190.520508
	Iteration 38Q: 3 clusters Score -3200230 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3200256.750000 Penalty: 5190.520508
	Iteration 39Q: 3 clusters Score -3200257 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3200280.000000 Penalty: 5190.520508
	Iteration 40F: 3 clusters Score -3200280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3200300.750000 Penalty: 5190.520508
	Iteration 41Q: 3 clusters Score -3200301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3200310.750000 Penalty: 5190.520508
	Iteration 42Q: 3 clusters Score -3200311 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3200321.000000 Penalty: 5190.520508
	Iteration 43Q: 3 clusters Score -3200321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3200338.250000 Penalty: 5190.520508
	Iteration 44Q: 3 clusters Score -3200338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3200340.500000 Penalty: 5190.520508
	Iteration 45Q: 3 clusters Score -3200340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3200364.750000 Penalty: 5190.520508
	Iteration 46Q: 3 clusters Score -3200365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3200372.250000 Penalty: 5190.520508
	Iteration 47Q: 3 clusters Score -3200372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3200389.000000 Penalty: 5190.520508
	Iteration 48Q: 3 clusters Score -3200389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3200397.500000 Penalty: 5190.520508
	Iteration 49Q: 3 clusters Score -3200398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3200409.000000 Penalty: 5190.520508
	Iteration 50Q: 3 clusters Score -3200409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3200427.500000 Penalty: 5190.520508
	Iteration 51Q: 3 clusters Score -3200428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3200439.000000 Penalty: 5190.520508
	Iteration 52Q: 3 clusters Score -3200439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3200446.750000 Penalty: 5190.520508
	Iteration 53Q: 3 clusters Score -3200447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3200448.000000 Penalty: 5190.520508
	Iteration 54Q: 3 clusters Score -3200448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3200456.000000 Penalty: 5190.520508
	Iteration 55Q: 3 clusters Score -3200456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3200462.250000 Penalty: 5190.520508
	Iteration 56Q: 3 clusters Score -3200462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3200468.000000 Penalty: 5190.520508
	Iteration 57Q: 3 clusters Score -3200468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3200471.250000 Penalty: 5190.520508
	Iteration 58Q: 3 clusters Score -3200471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3200481.500000 Penalty: 5190.520508
	Iteration 59Q: 3 clusters Score -3200482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3200487.500000 Penalty: 5190.520508
	Iteration 60F: 3 clusters Score -3200488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3200497.000000 Penalty: 5190.520508
	Iteration 61Q: 3 clusters Score -3200497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3200501.250000 Penalty: 5190.520508
	Iteration 62Q: 3 clusters Score -3200501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3200502.250000 Penalty: 5190.520508
	Iteration 63Q: 3 clusters Score -3200502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3200506.750000 Penalty: 5190.520508
	Iteration 64Q: 3 clusters Score -3200507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3200512.750000 Penalty: 5190.520508
	Iteration 65Q: 3 clusters Score -3200513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3200516.000000 Penalty: 5190.520508
	Iteration 66Q: 3 clusters Score -3200516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3200517.500000 Penalty: 5190.520508
	Iteration 67Q: 3 clusters Score -3200518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3200515.250000 Penalty: 5190.520508
	Iteration 68Q: 3 clusters Score -3200515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3200514.500000 Penalty: 5190.520508
	Iteration 69Q: 3 clusters Score -3200514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3200512.750000 Penalty: 5190.520508
	Iteration 70Q: 3 clusters Score -3200513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3200512.750000 Penalty: 5190.520508
	Iteration 71F: 3 clusters Score -3200513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Entering Unmasked Estep 
Score: -1068235.000000 Penalty: 2309.934082
	Iteration 0F: 2 clusters Score -1068235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1059918.125000 Penalty: 4619.868164
	Iteration 0F: 3 clusters Score -1059918 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1062516.875000 Penalty: 4619.868164
	Iteration 1F: 3 clusters Score -1062517 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1062947.500000 Penalty: 4619.868164
	Iteration 2F: 3 clusters Score -1062948 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1063269.875000 Penalty: 4619.868164
	Iteration 3F: 3 clusters Score -1063270 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1063521.625000 Penalty: 4619.868164
	Iteration 4Q: 3 clusters Score -1063522 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1063753.875000 Penalty: 4619.868164
	Iteration 5Q: 3 clusters Score -1063754 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1064007.125000 Penalty: 4619.868164
	Iteration 6Q: 3 clusters Score -1064007 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1064249.375000 Penalty: 4619.868164
	Iteration 7Q: 3 clusters Score -1064249 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1064459.250000 Penalty: 4619.868164
	Iteration 8Q: 3 clusters Score -1064459 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1064681.125000 Penalty: 4619.868164
	Iteration 9Q: 3 clusters Score -1064681 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1064905.625000 Penalty: 4619.868164
	Iteration 10Q: 3 clusters Score -1064906 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1065173.250000 Penalty: 4619.868164
	Iteration 11Q: 3 clusters Score -1065173 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1065456.750000 Penalty: 4619.868164
	Iteration 12Q: 3 clusters Score -1065457 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1065735.375000 Penalty: 4619.868164
	Iteration 13Q: 3 clusters Score -1065735 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1066008.375000 Penalty: 4619.868164
	Iteration 14Q: 3 clusters Score -1066008 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1066237.250000 Penalty: 4619.868164
	Iteration 15Q: 3 clusters Score -1066237 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1066406.000000 Penalty: 4619.868164
	Iteration 16Q: 3 clusters Score -1066406 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1066515.250000 Penalty: 4619.868164
	Iteration 17Q: 3 clusters Score -1066515 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1066593.375000 Penalty: 4619.868164
	Iteration 18Q: 3 clusters Score -1066593 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1066635.000000 Penalty: 4619.868164
	Iteration 19Q: 3 clusters Score -1066635 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1066665.000000 Penalty: 4619.868164
	Iteration 20F: 3 clusters Score -1066665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1066680.500000 Penalty: 4619.868164
	Iteration 21Q: 3 clusters Score -1066680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1066688.000000 Penalty: 4619.868164
	Iteration 22Q: 3 clusters Score -1066688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1066686.750000 Penalty: 4619.868164
	Iteration 23Q: 3 clusters Score -1066687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1066693.375000 Penalty: 4619.868164
	Iteration 24Q: 3 clusters Score -1066693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1066699.375000 Penalty: 4619.868164
	Iteration 25Q: 3 clusters Score -1066699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1066704.500000 Penalty: 4619.868164
	Iteration 26Q: 3 clusters Score -1066704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1066708.750000 Penalty: 4619.868164
	Iteration 27Q: 3 clusters Score -1066709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1066712.875000 Penalty: 4619.868164
	Iteration 28Q: 3 clusters Score -1066713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1066712.875000 Penalty: 4619.868164
	Iteration 29Q: 3 clusters Score -1066713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1066713.875000 Penalty: 4619.868164
	Iteration 30Q: 3 clusters Score -1066714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1066718.875000 Penalty: 4619.868164
	Iteration 31Q: 3 clusters Score -1066719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1066724.375000 Penalty: 4619.868164
	Iteration 32Q: 3 clusters Score -1066724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1066725.750000 Penalty: 4619.868164
	Iteration 33Q: 3 clusters Score -1066726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1066734.250000 Penalty: 4619.868164
	Iteration 34Q: 3 clusters Score -1066734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1066735.750000 Penalty: 4619.868164
	Iteration 35Q: 3 clusters Score -1066736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1066742.750000 Penalty: 4619.868164
	Iteration 36Q: 3 clusters Score -1066743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1066742.625000 Penalty: 4619.868164
	Iteration 37Q: 3 clusters Score -1066743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1066746.875000 Penalty: 4619.868164
	Iteration 38Q: 3 clusters Score -1066747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1066748.250000 Penalty: 4619.868164
	Iteration 39Q: 3 clusters Score -1066748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1066747.875000 Penalty: 4619.868164
	Iteration 40F: 3 clusters Score -1066748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1066750.000000 Penalty: 4619.868164
	Iteration 41Q: 3 clusters Score -1066750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1066750.250000 Penalty: 4619.868164
	Iteration 42Q: 3 clusters Score -1066750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1066752.000000 Penalty: 4619.868164
	Iteration 43Q: 3 clusters Score -1066752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1066753.500000 Penalty: 4619.868164
	Iteration 44Q: 3 clusters Score -1066754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1066756.500000 Penalty: 4619.868164
	Iteration 45Q: 3 clusters Score -1066756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1066756.875000 Penalty: 4619.868164
	Iteration 46Q: 3 clusters Score -1066757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1066756.250000 Penalty: 4619.868164
	Iteration 47Q: 3 clusters Score -1066756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1066758.250000 Penalty: 4619.868164
	Iteration 48Q: 3 clusters Score -1066758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1066759.625000 Penalty: 4619.868164
	Iteration 49Q: 3 clusters Score -1066760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1066758.625000 Penalty: 4619.868164
	Iteration 50Q: 3 clusters Score -1066759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1066760.625000 Penalty: 4619.868164
	Iteration 51Q: 3 clusters Score -1066761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1066760.750000 Penalty: 4619.868164
	Iteration 52Q: 3 clusters Score -1066761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1066762.000000 Penalty: 4619.868164
	Iteration 53Q: 3 clusters Score -1066762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1066763.500000 Penalty: 4619.868164
	Iteration 54Q: 3 clusters Score -1066764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1066764.000000 Penalty: 4619.868164
	Iteration 55Q: 3 clusters Score -1066764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1066760.875000 Penalty: 4619.868164
	Iteration 56Q: 3 clusters Score -1066761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1066762.000000 Penalty: 4619.868164
	Iteration 57Q: 3 clusters Score -1066762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1066761.125000 Penalty: 4619.868164
	Iteration 58Q: 3 clusters Score -1066761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1066762.250000 Penalty: 4619.868164
	Iteration 59Q: 3 clusters Score -1066762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1066763.125000 Penalty: 4619.868164
	Iteration 60F: 3 clusters Score -1066763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1066761.125000 Penalty: 4619.868164
	Iteration 61Q: 3 clusters Score -1066761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1066763.000000 Penalty: 4619.868164
	Iteration 62Q: 3 clusters Score -1066763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1066763.500000 Penalty: 4619.868164
	Iteration 63Q: 3 clusters Score -1066764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1066763.000000 Penalty: 4619.868164
	Iteration 64Q: 3 clusters Score -1066763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1066763.875000 Penalty: 4619.868164
	Iteration 65Q: 3 clusters Score -1066764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1066764.000000 Penalty: 4619.868164
	Iteration 66Q: 3 clusters Score -1066764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1066764.000000 Penalty: 4619.868164
	Iteration 67F: 3 clusters Score -1066764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Entering Unmasked Estep 
Score: -920537.250000 Penalty: 2265.205078
	Iteration 0F: 2 clusters Score -920537.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -913435.125000 Penalty: 4530.410156
	Iteration 0F: 3 clusters Score -913435.1 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -915621.687500 Penalty: 4530.410156
	Iteration 1F: 3 clusters Score -915621.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -916102.250000 Penalty: 4530.410156
	Iteration 2F: 3 clusters Score -916102.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -916487.187500 Penalty: 4530.410156
	Iteration 3F: 3 clusters Score -916487.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -916813.875000 Penalty: 4530.410156
	Iteration 4F: 3 clusters Score -916813.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -917092.812500 Penalty: 4530.410156
	Iteration 5Q: 3 clusters Score -917092.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -917319.500000 Penalty: 4530.410156
	Iteration 6Q: 3 clusters Score -917319.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -917544.875000 Penalty: 4530.410156
	Iteration 7Q: 3 clusters Score -917544.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -917810.687500 Penalty: 4530.410156
	Iteration 8Q: 3 clusters Score -917810.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -918108.187500 Penalty: 4530.410156
	Iteration 9Q: 3 clusters Score -918108.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -918412.562500 Penalty: 4530.410156
	Iteration 10Q: 3 clusters Score -918412.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -918723.625000 Penalty: 4530.410156
	Iteration 11Q: 3 clusters Score -918723.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -919006.875000 Penalty: 4530.410156
	Iteration 12Q: 3 clusters Score -919006.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -919261.250000 Penalty: 4530.410156
	Iteration 13Q: 3 clusters Score -919261.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -919416.750000 Penalty: 4530.410156
	Iteration 14Q: 3 clusters Score -919416.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -919516.312500 Penalty: 4530.410156
	Iteration 15Q: 3 clusters Score -919516.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -919576.312500 Penalty: 4530.410156
	Iteration 16Q: 3 clusters Score -919576.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -919608.500000 Penalty: 4530.410156
	Iteration 17Q: 3 clusters Score -919608.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -919627.062500 Penalty: 4530.410156
	Iteration 18Q: 3 clusters Score -919627.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -919633.375000 Penalty: 4530.410156
	Iteration 19Q: 3 clusters Score -919633.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -919642.437500 Penalty: 4530.410156
	Iteration 20F: 3 clusters Score -919642.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -919650.687500 Penalty: 4530.410156
	Iteration 21Q: 3 clusters Score -919650.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -919651.750000 Penalty: 4530.410156
	Iteration 22Q: 3 clusters Score -919651.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -919656.062500 Penalty: 4530.410156
	Iteration 23Q: 3 clusters Score -919656.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -919658.875000 Penalty: 4530.410156
	Iteration 24Q: 3 clusters Score -919658.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -919659.375000 Penalty: 4530.410156
	Iteration 25Q: 3 clusters Score -919659.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -919659.625000 Penalty: 4530.410156
	Iteration 26Q: 3 clusters Score -919659.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -919661.437500 Penalty: 4530.410156
	Iteration 27Q: 3 clusters Score -919661.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -919662.687500 Penalty: 4530.410156
	Iteration 28Q: 3 clusters Score -919662.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -919662.000000 Penalty: 4530.410156
	Iteration 29Q: 3 clusters Score -919662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -919662.000000 Penalty: 4530.410156
	Iteration 30F: 3 clusters Score -919662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Entering Unmasked Estep 
Score: -1254262.875000 Penalty: 2336.670654
	Iteration 0F: 2 clusters Score -1254263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1245020.000000 Penalty: 4673.341309
	Iteration 0F: 3 clusters Score -1245020 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1247683.625000 Penalty: 4673.341309
	Iteration 1F: 3 clusters Score -1247684 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1247963.250000 Penalty: 4673.341309
	Iteration 2F: 3 clusters Score -1247963 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1248203.625000 Penalty: 4673.341309
	Iteration 3Q: 3 clusters Score -1248204 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1248406.500000 Penalty: 4673.341309
	Iteration 4Q: 3 clusters Score -1248406 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1248588.750000 Penalty: 4673.341309
	Iteration 5Q: 3 clusters Score -1248589 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1248759.875000 Penalty: 4673.341309
	Iteration 6Q: 3 clusters Score -1248760 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1248938.625000 Penalty: 4673.341309
	Iteration 7Q: 3 clusters Score -1248939 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1249090.750000 Penalty: 4673.341309
	Iteration 8Q: 3 clusters Score -1249091 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1249248.250000 Penalty: 4673.341309
	Iteration 9Q: 3 clusters Score -1249248 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1249484.125000 Penalty: 4673.341309
	Iteration 10Q: 3 clusters Score -1249484 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1249759.000000 Penalty: 4673.341309
	Iteration 11Q: 3 clusters Score -1249759 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1250064.750000 Penalty: 4673.341309
	Iteration 12Q: 3 clusters Score -1250065 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1250344.875000 Penalty: 4673.341309
	Iteration 13Q: 3 clusters Score -1250345 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1250600.625000 Penalty: 4673.341309
	Iteration 14Q: 3 clusters Score -1250601 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1250830.625000 Penalty: 4673.341309
	Iteration 15Q: 3 clusters Score -1250831 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1251072.250000 Penalty: 4673.341309
	Iteration 16Q: 3 clusters Score -1251072 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1251267.250000 Penalty: 4673.341309
	Iteration 17Q: 3 clusters Score -1251267 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1251386.875000 Penalty: 4673.341309
	Iteration 18Q: 3 clusters Score -1251387 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1251480.375000 Penalty: 4673.341309
	Iteration 19Q: 3 clusters Score -1251480 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1251567.625000 Penalty: 4673.341309
	Iteration 20F: 3 clusters Score -1251568 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1251650.875000 Penalty: 4673.341309
	Iteration 21Q: 3 clusters Score -1251651 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1251736.500000 Penalty: 4673.341309
	Iteration 22Q: 3 clusters Score -1251736 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1251815.500000 Penalty: 4673.341309
	Iteration 23Q: 3 clusters Score -1251816 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1251888.000000 Penalty: 4673.341309
	Iteration 24Q: 3 clusters Score -1251888 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1251966.125000 Penalty: 4673.341309
	Iteration 25Q: 3 clusters Score -1251966 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1252051.625000 Penalty: 4673.341309
	Iteration 26Q: 3 clusters Score -1252052 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1252145.875000 Penalty: 4673.341309
	Iteration 27Q: 3 clusters Score -1252146 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1252223.750000 Penalty: 4673.341309
	Iteration 28Q: 3 clusters Score -1252224 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1252292.250000 Penalty: 4673.341309
	Iteration 29Q: 3 clusters Score -1252292 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1252346.125000 Penalty: 4673.341309
	Iteration 30Q: 3 clusters Score -1252346 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1252404.750000 Penalty: 4673.341309
	Iteration 31Q: 3 clusters Score -1252405 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1252449.250000 Penalty: 4673.341309
	Iteration 32Q: 3 clusters Score -1252449 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1252500.000000 Penalty: 4673.341309
	Iteration 33Q: 3 clusters Score -1252500 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1252538.875000 Penalty: 4673.341309
	Iteration 34Q: 3 clusters Score -1252539 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1252576.875000 Penalty: 4673.341309
	Iteration 35Q: 3 clusters Score -1252577 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1252616.250000 Penalty: 4673.341309
	Iteration 36Q: 3 clusters Score -1252616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1252646.125000 Penalty: 4673.341309
	Iteration 37Q: 3 clusters Score -1252646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1252674.375000 Penalty: 4673.341309
	Iteration 38Q: 3 clusters Score -1252674 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1252704.000000 Penalty: 4673.341309
	Iteration 39Q: 3 clusters Score -1252704 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1252727.625000 Penalty: 4673.341309
	Iteration 40F: 3 clusters Score -1252728 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1252750.500000 Penalty: 4673.341309
	Iteration 41Q: 3 clusters Score -1252750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1252772.625000 Penalty: 4673.341309
	Iteration 42Q: 3 clusters Score -1252773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1252792.125000 Penalty: 4673.341309
	Iteration 43Q: 3 clusters Score -1252792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1252818.750000 Penalty: 4673.341309
	Iteration 44Q: 3 clusters Score -1252819 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1252845.750000 Penalty: 4673.341309
	Iteration 45Q: 3 clusters Score -1252846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1252879.000000 Penalty: 4673.341309
	Iteration 46Q: 3 clusters Score -1252879 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1252916.500000 Penalty: 4673.341309
	Iteration 47Q: 3 clusters Score -1252916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1252934.750000 Penalty: 4673.341309
	Iteration 48Q: 3 clusters Score -1252935 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1252953.750000 Penalty: 4673.341309
	Iteration 49Q: 3 clusters Score -1252954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1252973.875000 Penalty: 4673.341309
	Iteration 50Q: 3 clusters Score -1252974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1252981.750000 Penalty: 4673.341309
	Iteration 51Q: 3 clusters Score -1252982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1252990.250000 Penalty: 4673.341309
	Iteration 52Q: 3 clusters Score -1252990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1253000.750000 Penalty: 4673.341309
	Iteration 53Q: 3 clusters Score -1253001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1253001.875000 Penalty: 4673.341309
	Iteration 54Q: 3 clusters Score -1253002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1253004.500000 Penalty: 4673.341309
	Iteration 55Q: 3 clusters Score -1253004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1253009.500000 Penalty: 4673.341309
	Iteration 56Q: 3 clusters Score -1253010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1253008.125000 Penalty: 4673.341309
	Iteration 57Q: 3 clusters Score -1253008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1253006.500000 Penalty: 4673.341309
	Iteration 58Q: 3 clusters Score -1253006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1253006.750000 Penalty: 4673.341309
	Iteration 59Q: 3 clusters Score -1253007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1253009.500000 Penalty: 4673.341309
	Iteration 60F: 3 clusters Score -1253010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1253009.500000 Penalty: 4673.341309
	Iteration 61Q: 3 clusters Score -1253010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1253010.375000 Penalty: 4673.341309
	Iteration 62Q: 3 clusters Score -1253010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1253017.625000 Penalty: 4673.341309
	Iteration 63Q: 3 clusters Score -1253018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1253021.750000 Penalty: 4673.341309
	Iteration 64Q: 3 clusters Score -1253022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1253023.500000 Penalty: 4673.341309
	Iteration 65Q: 3 clusters Score -1253024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1253024.125000 Penalty: 4673.341309
	Iteration 66Q: 3 clusters Score -1253024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1253025.375000 Penalty: 4673.341309
	Iteration 67Q: 3 clusters Score -1253025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1253027.875000 Penalty: 4673.341309
	Iteration 68Q: 3 clusters Score -1253028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1253031.375000 Penalty: 4673.341309
	Iteration 69Q: 3 clusters Score -1253031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1253031.250000 Penalty: 4673.341309
	Iteration 70Q: 3 clusters Score -1253031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1253031.500000 Penalty: 4673.341309
	Iteration 71Q: 3 clusters Score -1253032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1253033.250000 Penalty: 4673.341309
	Iteration 72Q: 3 clusters Score -1253033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1253039.125000 Penalty: 4673.341309
	Iteration 73Q: 3 clusters Score -1253039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1253042.500000 Penalty: 4673.341309
	Iteration 74Q: 3 clusters Score -1253042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1253040.625000 Penalty: 4673.341309
	Iteration 75Q: 3 clusters Score -1253041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1253042.750000 Penalty: 4673.341309
	Iteration 76Q: 3 clusters Score -1253043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1253044.000000 Penalty: 4673.341309
	Iteration 77Q: 3 clusters Score -1253044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1253040.500000 Penalty: 4673.341309
	Iteration 78Q: 3 clusters Score -1253040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1253044.250000 Penalty: 4673.341309
	Iteration 79Q: 3 clusters Score -1253044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1253043.250000 Penalty: 4673.341309
	Iteration 80F: 3 clusters Score -1253043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1253046.125000 Penalty: 4673.341309
	Iteration 81Q: 3 clusters Score -1253046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1253048.500000 Penalty: 4673.341309
	Iteration 82Q: 3 clusters Score -1253048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1253047.750000 Penalty: 4673.341309
	Iteration 83Q: 3 clusters Score -1253048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1253048.375000 Penalty: 4673.341309
	Iteration 84Q: 3 clusters Score -1253048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1253047.875000 Penalty: 4673.341309
	Iteration 85Q: 3 clusters Score -1253048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1253050.000000 Penalty: 4673.341309
	Iteration 86Q: 3 clusters Score -1253050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1253047.625000 Penalty: 4673.341309
	Iteration 87Q: 3 clusters Score -1253048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1253045.625000 Penalty: 4673.341309
	Iteration 88Q: 3 clusters Score -1253046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1253044.875000 Penalty: 4673.341309
	Iteration 89Q: 3 clusters Score -1253045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1253045.625000 Penalty: 4673.341309
	Iteration 90Q: 3 clusters Score -1253046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1253045.375000 Penalty: 4673.341309
	Iteration 91Q: 3 clusters Score -1253045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1253045.375000 Penalty: 4673.341309
	Iteration 92Q: 3 clusters Score -1253045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1253047.375000 Penalty: 4673.341309
	Iteration 93Q: 3 clusters Score -1253047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1253047.375000 Penalty: 4673.341309
	Iteration 94F: 3 clusters Score -1253047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Entering Unmasked Estep 
Score: -722385.687500 Penalty: 2215.417969
	Iteration 0F: 2 clusters Score -722385.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -716166.125000 Penalty: 4430.835938
	Iteration 0F: 3 clusters Score -716166.1 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -717822.937500 Penalty: 4430.835938
	Iteration 1F: 3 clusters Score -717822.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -718116.437500 Penalty: 4430.835938
	Iteration 2F: 3 clusters Score -718116.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -718337.687500 Penalty: 4430.835938
	Iteration 3F: 3 clusters Score -718337.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -718526.812500 Penalty: 4430.835938
	Iteration 4Q: 3 clusters Score -718526.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -718694.812500 Penalty: 4430.835938
	Iteration 5Q: 3 clusters Score -718694.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -718909.000000 Penalty: 4430.835938
	Iteration 6Q: 3 clusters Score -718909 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -719215.187500 Penalty: 4430.835938
	Iteration 7Q: 3 clusters Score -719215.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -719558.312500 Penalty: 4430.835938
	Iteration 8Q: 3 clusters Score -719558.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -719912.937500 Penalty: 4430.835938
	Iteration 9Q: 3 clusters Score -719912.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -720257.437500 Penalty: 4430.835938
	Iteration 10F: 3 clusters Score -720257.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -720618.875000 Penalty: 4430.835938
	Iteration 11Q: 3 clusters Score -720618.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -720930.562500 Penalty: 4430.835938
	Iteration 12Q: 3 clusters Score -720930.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -721128.062500 Penalty: 4430.835938
	Iteration 13Q: 3 clusters Score -721128.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -721276.437500 Penalty: 4430.835938
	Iteration 14Q: 3 clusters Score -721276.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -721403.187500 Penalty: 4430.835938
	Iteration 15Q: 3 clusters Score -721403.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -721519.250000 Penalty: 4430.835938
	Iteration 16Q: 3 clusters Score -721519.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -721593.187500 Penalty: 4430.835938
	Iteration 17Q: 3 clusters Score -721593.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -721644.875000 Penalty: 4430.835938
	Iteration 18Q: 3 clusters Score -721644.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -721683.500000 Penalty: 4430.835938
	Iteration 19Q: 3 clusters Score -721683.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -721723.250000 Penalty: 4430.835938
	Iteration 20F: 3 clusters Score -721723.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -721758.375000 Penalty: 4430.835938
	Iteration 21Q: 3 clusters Score -721758.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -721789.187500 Penalty: 4430.835938
	Iteration 22Q: 3 clusters Score -721789.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -721812.250000 Penalty: 4430.835938
	Iteration 23Q: 3 clusters Score -721812.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -721831.125000 Penalty: 4430.835938
	Iteration 24Q: 3 clusters Score -721831.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -721849.312500 Penalty: 4430.835938
	Iteration 25Q: 3 clusters Score -721849.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -721861.625000 Penalty: 4430.835938
	Iteration 26Q: 3 clusters Score -721861.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -721877.312500 Penalty: 4430.835938
	Iteration 27Q: 3 clusters Score -721877.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -721896.437500 Penalty: 4430.835938
	Iteration 28Q: 3 clusters Score -721896.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -721906.437500 Penalty: 4430.835938
	Iteration 29Q: 3 clusters Score -721906.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -721913.250000 Penalty: 4430.835938
	Iteration 30Q: 3 clusters Score -721913.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -721925.875000 Penalty: 4430.835938
	Iteration 31Q: 3 clusters Score -721925.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -721938.937500 Penalty: 4430.835938
	Iteration 32Q: 3 clusters Score -721938.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -721949.937500 Penalty: 4430.835938
	Iteration 33Q: 3 clusters Score -721949.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -721961.125000 Penalty: 4430.835938
	Iteration 34Q: 3 clusters Score -721961.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -721974.437500 Penalty: 4430.835938
	Iteration 35Q: 3 clusters Score -721974.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -721987.125000 Penalty: 4430.835938
	Iteration 36Q: 3 clusters Score -721987.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -721997.937500 Penalty: 4430.835938
	Iteration 37Q: 3 clusters Score -721997.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -722008.000000 Penalty: 4430.835938
	Iteration 38Q: 3 clusters Score -722008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -722015.875000 Penalty: 4430.835938
	Iteration 39Q: 3 clusters Score -722015.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -722021.187500 Penalty: 4430.835938
	Iteration 40F: 3 clusters Score -722021.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -722027.875000 Penalty: 4430.835938
	Iteration 41Q: 3 clusters Score -722027.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -722034.062500 Penalty: 4430.835938
	Iteration 42Q: 3 clusters Score -722034.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -722037.625000 Penalty: 4430.835938
	Iteration 43Q: 3 clusters Score -722037.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -722043.250000 Penalty: 4430.835938
	Iteration 44Q: 3 clusters Score -722043.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -722048.750000 Penalty: 4430.835938
	Iteration 45Q: 3 clusters Score -722048.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -722053.125000 Penalty: 4430.835938
	Iteration 46Q: 3 clusters Score -722053.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -722055.437500 Penalty: 4430.835938
	Iteration 47Q: 3 clusters Score -722055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -722056.062500 Penalty: 4430.835938
	Iteration 48Q: 3 clusters Score -722056.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -722055.000000 Penalty: 4430.835938
	Iteration 49Q: 3 clusters Score -722055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -722056.250000 Penalty: 4430.835938
	Iteration 50Q: 3 clusters Score -722056.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -722057.937500 Penalty: 4430.835938
	Iteration 51Q: 3 clusters Score -722057.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -722061.062500 Penalty: 4430.835938
	Iteration 52Q: 3 clusters Score -722061.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -722062.187500 Penalty: 4430.835938
	Iteration 53Q: 3 clusters Score -722062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -722061.687500 Penalty: 4430.835938
	Iteration 54Q: 3 clusters Score -722061.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -722062.250000 Penalty: 4430.835938
	Iteration 55Q: 3 clusters Score -722062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -722065.062500 Penalty: 4430.835938
	Iteration 56Q: 3 clusters Score -722065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -722065.937500 Penalty: 4430.835938
	Iteration 57Q: 3 clusters Score -722065.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -722064.312500 Penalty: 4430.835938
	Iteration 58Q: 3 clusters Score -722064.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -722064.312500 Penalty: 4430.835938
	Iteration 59F: 3 clusters Score -722064.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Entering Unmasked Estep 
Score: -1580761.125000 Penalty: 2405.104004
	Iteration 0F: 2 clusters Score -1580761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1569096.625000 Penalty: 4810.208008
	Iteration 0F: 3 clusters Score -1569097 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1572875.000000 Penalty: 4810.208008
	Iteration 1F: 3 clusters Score -1572875 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1573327.875000 Penalty: 4810.208008
	Iteration 2F: 3 clusters Score -1573328 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1573867.250000 Penalty: 4810.208008
	Iteration 3F: 3 clusters Score -1573867 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1574575.125000 Penalty: 4810.208008
	Iteration 4F: 3 clusters Score -1574575 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1575416.000000 Penalty: 4810.208008
	Iteration 5F: 3 clusters Score -1575416 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1576319.750000 Penalty: 4810.208008
	Iteration 6F: 3 clusters Score -1576320 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1577096.875000 Penalty: 4810.208008
	Iteration 7F: 3 clusters Score -1577097 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1577599.500000 Penalty: 4810.208008
	Iteration 8Q: 3 clusters Score -1577600 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1577942.500000 Penalty: 4810.208008
	Iteration 9Q: 3 clusters Score -1577942 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1578164.875000 Penalty: 4810.208008
	Iteration 10Q: 3 clusters Score -1578165 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1578286.750000 Penalty: 4810.208008
	Iteration 11Q: 3 clusters Score -1578287 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1578375.625000 Penalty: 4810.208008
	Iteration 12Q: 3 clusters Score -1578376 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1578442.375000 Penalty: 4810.208008
	Iteration 13Q: 3 clusters Score -1578442 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1578513.125000 Penalty: 4810.208008
	Iteration 14Q: 3 clusters Score -1578513 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1578558.375000 Penalty: 4810.208008
	Iteration 15Q: 3 clusters Score -1578558 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1578599.625000 Penalty: 4810.208008
	Iteration 16Q: 3 clusters Score -1578600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1578641.000000 Penalty: 4810.208008
	Iteration 17Q: 3 clusters Score -1578641 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1578664.250000 Penalty: 4810.208008
	Iteration 18Q: 3 clusters Score -1578664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1578687.625000 Penalty: 4810.208008
	Iteration 19Q: 3 clusters Score -1578688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1578706.875000 Penalty: 4810.208008
	Iteration 20F: 3 clusters Score -1578707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1578738.375000 Penalty: 4810.208008
	Iteration 21Q: 3 clusters Score -1578738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1578770.000000 Penalty: 4810.208008
	Iteration 22Q: 3 clusters Score -1578770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1578796.875000 Penalty: 4810.208008
	Iteration 23Q: 3 clusters Score -1578797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1578817.125000 Penalty: 4810.208008
	Iteration 24Q: 3 clusters Score -1578817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1578840.125000 Penalty: 4810.208008
	Iteration 25Q: 3 clusters Score -1578840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1578855.625000 Penalty: 4810.208008
	Iteration 26Q: 3 clusters Score -1578856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1578867.875000 Penalty: 4810.208008
	Iteration 27Q: 3 clusters Score -1578868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1578875.875000 Penalty: 4810.208008
	Iteration 28Q: 3 clusters Score -1578876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1578883.000000 Penalty: 4810.208008
	Iteration 29Q: 3 clusters Score -1578883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1578881.250000 Penalty: 4810.208008
	Iteration 30Q: 3 clusters Score -1578881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1578884.875000 Penalty: 4810.208008
	Iteration 31Q: 3 clusters Score -1578885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1578887.875000 Penalty: 4810.208008
	Iteration 32Q: 3 clusters Score -1578888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1578891.125000 Penalty: 4810.208008
	Iteration 33Q: 3 clusters Score -1578891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1578894.625000 Penalty: 4810.208008
	Iteration 34Q: 3 clusters Score -1578895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1578897.250000 Penalty: 4810.208008
	Iteration 35Q: 3 clusters Score -1578897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1578900.125000 Penalty: 4810.208008
	Iteration 36Q: 3 clusters Score -1578900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1578901.625000 Penalty: 4810.208008
	Iteration 37Q: 3 clusters Score -1578902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1578901.375000 Penalty: 4810.208008
	Iteration 38Q: 3 clusters Score -1578901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1578902.875000 Penalty: 4810.208008
	Iteration 39Q: 3 clusters Score -1578903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1578905.000000 Penalty: 4810.208008
	Iteration 40F: 3 clusters Score -1578905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1578907.500000 Penalty: 4810.208008
	Iteration 41Q: 3 clusters Score -1578908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1578910.125000 Penalty: 4810.208008
	Iteration 42Q: 3 clusters Score -1578910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1578912.500000 Penalty: 4810.208008
	Iteration 43Q: 3 clusters Score -1578912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1578912.500000 Penalty: 4810.208008
	Iteration 44F: 3 clusters Score -1578912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Entering Unmasked Estep 
Score: -918035.250000 Penalty: 2262.432129
	Iteration 0F: 2 clusters Score -918035.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -910942.437500 Penalty: 4524.864258
	Iteration 0F: 3 clusters Score -910942.4 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -912908.687500 Penalty: 4524.864258
	Iteration 1F: 3 clusters Score -912908.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -913173.062500 Penalty: 4524.864258
	Iteration 2F: 3 clusters Score -913173.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -913394.812500 Penalty: 4524.864258
	Iteration 3F: 3 clusters Score -913394.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -913575.375000 Penalty: 4524.864258
	Iteration 4Q: 3 clusters Score -913575.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -913736.187500 Penalty: 4524.864258
	Iteration 5Q: 3 clusters Score -913736.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -913901.625000 Penalty: 4524.864258
	Iteration 6Q: 3 clusters Score -913901.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -914084.437500 Penalty: 4524.864258
	Iteration 7Q: 3 clusters Score -914084.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -914286.000000 Penalty: 4524.864258
	Iteration 8Q: 3 clusters Score -914286 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -914514.375000 Penalty: 4524.864258
	Iteration 9Q: 3 clusters Score -914514.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -914730.125000 Penalty: 4524.864258
	Iteration 10Q: 3 clusters Score -914730.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -914922.125000 Penalty: 4524.864258
	Iteration 11Q: 3 clusters Score -914922.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -915086.000000 Penalty: 4524.864258
	Iteration 12Q: 3 clusters Score -915086 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -915238.562500 Penalty: 4524.864258
	Iteration 13Q: 3 clusters Score -915238.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -915356.875000 Penalty: 4524.864258
	Iteration 14Q: 3 clusters Score -915356.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -915439.812500 Penalty: 4524.864258
	Iteration 15Q: 3 clusters Score -915439.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -915505.250000 Penalty: 4524.864258
	Iteration 16Q: 3 clusters Score -915505.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -915551.812500 Penalty: 4524.864258
	Iteration 17Q: 3 clusters Score -915551.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -915594.562500 Penalty: 4524.864258
	Iteration 18Q: 3 clusters Score -915594.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -915635.625000 Penalty: 4524.864258
	Iteration 19Q: 3 clusters Score -915635.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -915679.312500 Penalty: 4524.864258
	Iteration 20F: 3 clusters Score -915679.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -915713.812500 Penalty: 4524.864258
	Iteration 21Q: 3 clusters Score -915713.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -915751.625000 Penalty: 4524.864258
	Iteration 22Q: 3 clusters Score -915751.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -915795.812500 Penalty: 4524.864258
	Iteration 23Q: 3 clusters Score -915795.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -915851.812500 Penalty: 4524.864258
	Iteration 24Q: 3 clusters Score -915851.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -915909.125000 Penalty: 4524.864258
	Iteration 25Q: 3 clusters Score -915909.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -915963.250000 Penalty: 4524.864258
	Iteration 26Q: 3 clusters Score -915963.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -916007.500000 Penalty: 4524.864258
	Iteration 27Q: 3 clusters Score -916007.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -916049.437500 Penalty: 4524.864258
	Iteration 28Q: 3 clusters Score -916049.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -916094.625000 Penalty: 4524.864258
	Iteration 29Q: 3 clusters Score -916094.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -916125.875000 Penalty: 4524.864258
	Iteration 30Q: 3 clusters Score -916125.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -916148.437500 Penalty: 4524.864258
	Iteration 31Q: 3 clusters Score -916148.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -916165.187500 Penalty: 4524.864258
	Iteration 32Q: 3 clusters Score -916165.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -916175.875000 Penalty: 4524.864258
	Iteration 33Q: 3 clusters Score -916175.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -916183.062500 Penalty: 4524.864258
	Iteration 34Q: 3 clusters Score -916183.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -916194.312500 Penalty: 4524.864258
	Iteration 35Q: 3 clusters Score -916194.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -916202.625000 Penalty: 4524.864258
	Iteration 36Q: 3 clusters Score -916202.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -916209.062500 Penalty: 4524.864258
	Iteration 37Q: 3 clusters Score -916209.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -916215.625000 Penalty: 4524.864258
	Iteration 38Q: 3 clusters Score -916215.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -916217.187500 Penalty: 4524.864258
	Iteration 39Q: 3 clusters Score -916217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -916219.562500 Penalty: 4524.864258
	Iteration 40F: 3 clusters Score -916219.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -916225.562500 Penalty: 4524.864258
	Iteration 41Q: 3 clusters Score -916225.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -916231.312500 Penalty: 4524.864258
	Iteration 42Q: 3 clusters Score -916231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -916234.562500 Penalty: 4524.864258
	Iteration 43Q: 3 clusters Score -916234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -916238.125000 Penalty: 4524.864258
	Iteration 44Q: 3 clusters Score -916238.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -916240.937500 Penalty: 4524.864258
	Iteration 45Q: 3 clusters Score -916240.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -916243.375000 Penalty: 4524.864258
	Iteration 46Q: 3 clusters Score -916243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -916243.750000 Penalty: 4524.864258
	Iteration 47Q: 3 clusters Score -916243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -916243.937500 Penalty: 4524.864258
	Iteration 48Q: 3 clusters Score -916243.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -916243.937500 Penalty: 4524.864258
	Iteration 49F: 3 clusters Score -916243.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (91402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Entering Unmasked Estep 
Score: -9370081.000000 Penalty: 2832.909424
	Iteration 0F: 2 clusters Score -9370081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -9308879.000000 Penalty: 5665.818848
	Iteration 0F: 3 clusters Score -9308879 nChanged 43042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -9333556.000000 Penalty: 5665.818848
	Iteration 1F: 3 clusters Score -9333556 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -9334768.000000 Penalty: 5665.818848
	Iteration 2Q: 3 clusters Score -9334768 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -9336602.000000 Penalty: 5665.818848
	Iteration 3Q: 3 clusters Score -9336602 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -9339559.000000 Penalty: 5665.818848
	Iteration 4F: 3 clusters Score -9339559 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -9344631.000000 Penalty: 5665.818848
	Iteration 5F: 3 clusters Score -9344631 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -9352204.000000 Penalty: 5665.818848
	Iteration 6F: 3 clusters Score -9352204 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -9359968.000000 Penalty: 5665.818848
	Iteration 7F: 3 clusters Score -9359968 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 87931 members 
Entering Unmasked Estep 
Score: -9364965.000000 Penalty: 5665.818848
	Iteration 8F: 3 clusters Score -9364965 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -9367014.000000 Penalty: 5665.818848
	Iteration 9Q: 3 clusters Score -9367014 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -9367757.000000 Penalty: 5665.818848
	Iteration 10Q: 3 clusters Score -9367757 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 90643 members 
Entering Unmasked Estep 
Score: -9368032.000000 Penalty: 5665.818848
	Iteration 11Q: 3 clusters Score -9368032 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -9368155.000000 Penalty: 5665.818848
	Iteration 12Q: 3 clusters Score -9368155 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 90710 members 
Entering Unmasked Estep 
Score: -9368189.000000 Penalty: 5665.818848
	Iteration 13Q: 3 clusters Score -9368189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 90724 members 
Entering Unmasked Estep 
Score: -9368231.000000 Penalty: 5665.818848
	Iteration 14Q: 3 clusters Score -9368231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 90743 members 
Entering Unmasked Estep 
Score: -9368259.000000 Penalty: 5665.818848
	Iteration 15Q: 3 clusters Score -9368259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 90755 members 
Entering Unmasked Estep 
Score: -9368288.000000 Penalty: 5665.818848
	Iteration 16Q: 3 clusters Score -9368288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 90763 members 
Entering Unmasked Estep 
Score: -9368302.000000 Penalty: 5665.818848
	Iteration 17Q: 3 clusters Score -9368302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -9368306.000000 Penalty: 5665.818848
	Iteration 18Q: 3 clusters Score -9368306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -9368305.000000 Penalty: 5665.818848
	Iteration 19Q: 3 clusters Score -9368305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 90760 members 
Entering Unmasked Estep 
Score: -9368306.000000 Penalty: 5665.818848
	Iteration 20F: 3 clusters Score -9368306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 90760 members 
Entering Unmasked Estep 
Score: -9368314.000000 Penalty: 5665.818848
	Iteration 21Q: 3 clusters Score -9368314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -9368320.000000 Penalty: 5665.818848
	Iteration 22Q: 3 clusters Score -9368320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -9368319.000000 Penalty: 5665.818848
	Iteration 23Q: 3 clusters Score -9368319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 90764 members 
Entering Unmasked Estep 
Score: -9368327.000000 Penalty: 5665.818848
	Iteration 24Q: 3 clusters Score -9368327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 90764 members 
Entering Unmasked Estep 
Score: -9368320.000000 Penalty: 5665.818848
	Iteration 25Q: 3 clusters Score -9368320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 90763 members 
Entering Unmasked Estep 
Score: -9368318.000000 Penalty: 5665.818848
	Iteration 26Q: 3 clusters Score -9368318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -9368315.000000 Penalty: 5665.818848
	Iteration 27Q: 3 clusters Score -9368315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -9368320.000000 Penalty: 5665.818848
	Iteration 28Q: 3 clusters Score -9368320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -9368322.000000 Penalty: 5665.818848
	Iteration 29Q: 3 clusters Score -9368322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -9368321.000000 Penalty: 5665.818848
	Iteration 30Q: 3 clusters Score -9368321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -9368326.000000 Penalty: 5665.818848
	Iteration 31Q: 3 clusters Score -9368326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -9368323.000000 Penalty: 5665.818848
	Iteration 32Q: 3 clusters Score -9368323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 90760 members 
Entering Unmasked Estep 
Score: -9368323.000000 Penalty: 5665.818848
	Iteration 33Q: 3 clusters Score -9368323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 90760 members 
Entering Unmasked Estep 
Score: -9368323.000000 Penalty: 5665.818848
	Iteration 34F: 3 clusters Score -9368323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (291574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291574 members 
Entering Unmasked Estep 
Score: -29170164.000000 Penalty: 3120.596191
	Iteration 0F: 2 clusters Score -2.917016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145948 members 
Mstep: Class 2 contains 145626 members 
Entering Unmasked Estep 
Score: -28986166.000000 Penalty: 6241.192383
	Iteration 0F: 3 clusters Score -2.898617e+07 nChanged 140994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149320 members 
Mstep: Class 2 contains 142254 members 
Entering Unmasked Estep 
Score: -29069876.000000 Penalty: 6241.192383
	Iteration 1F: 3 clusters Score -2.906988e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151901 members 
Mstep: Class 2 contains 139673 members 
Entering Unmasked Estep 
Score: -29071640.000000 Penalty: 6241.192383
	Iteration 2Q: 3 clusters Score -2.907164e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155846 members 
Mstep: Class 2 contains 135728 members 
Entering Unmasked Estep 
Score: -29074336.000000 Penalty: 6241.192383
	Iteration 3Q: 3 clusters Score -2.907434e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162001 members 
Mstep: Class 2 contains 129573 members 
Entering Unmasked Estep 
Score: -29078260.000000 Penalty: 6241.192383
	Iteration 4Q: 3 clusters Score -2.907826e+07 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171064 members 
Mstep: Class 2 contains 120510 members 
Entering Unmasked Estep 
Score: -29084376.000000 Penalty: 6241.192383
	Iteration 5Q: 3 clusters Score -2.908438e+07 nChanged 17399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183531 members 
Mstep: Class 2 contains 108043 members 
Entering Unmasked Estep 
Score: -29093746.000000 Penalty: 6241.192383
	Iteration 6F: 3 clusters Score -2.909375e+07 nChanged 20054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198855 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -29105170.000000 Penalty: 6241.192383
	Iteration 7F: 3 clusters Score -2.910517e+07 nChanged 19976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214869 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
Score: -29117280.000000 Penalty: 6241.192383
	Iteration 8F: 3 clusters Score -2.911728e+07 nChanged 17481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229162 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -29128480.000000 Penalty: 6241.192383
	Iteration 9F: 3 clusters Score -2.912848e+07 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239803 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -29137630.000000 Penalty: 6241.192383
	Iteration 10Q: 3 clusters Score -2.913763e+07 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247073 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -29144140.000000 Penalty: 6241.192383
	Iteration 11Q: 3 clusters Score -2.914414e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252095 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -29147910.000000 Penalty: 6241.192383
	Iteration 12Q: 3 clusters Score -2.914791e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256151 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -29150196.000000 Penalty: 6241.192383
	Iteration 13Q: 3 clusters Score -2.91502e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259889 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -29152222.000000 Penalty: 6241.192383
	Iteration 14Q: 3 clusters Score -2.915222e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263253 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -29153814.000000 Penalty: 6241.192383
	Iteration 15Q: 3 clusters Score -2.915381e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266393 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -29155304.000000 Penalty: 6241.192383
	Iteration 16Q: 3 clusters Score -2.91553e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269308 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -29157088.000000 Penalty: 6241.192383
	Iteration 17Q: 3 clusters Score -2.915709e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272075 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -29158842.000000 Penalty: 6241.192383
	Iteration 18Q: 3 clusters Score -2.915884e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274544 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -29160126.000000 Penalty: 6241.192383
	Iteration 19Q: 3 clusters Score -2.916013e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276749 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -29161548.000000 Penalty: 6241.192383
	Iteration 20F: 3 clusters Score -2.916155e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278663 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -29162648.000000 Penalty: 6241.192383
	Iteration 21Q: 3 clusters Score -2.916265e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280299 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -29163566.000000 Penalty: 6241.192383
	Iteration 22Q: 3 clusters Score -2.916357e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281716 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -29164298.000000 Penalty: 6241.192383
	Iteration 23Q: 3 clusters Score -2.91643e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282935 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -29165104.000000 Penalty: 6241.192383
	Iteration 24Q: 3 clusters Score -2.91651e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283914 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -29165742.000000 Penalty: 6241.192383
	Iteration 25Q: 3 clusters Score -2.916574e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284753 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -29166208.000000 Penalty: 6241.192383
	Iteration 26Q: 3 clusters Score -2.916621e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285454 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -29166584.000000 Penalty: 6241.192383
	Iteration 27Q: 3 clusters Score -2.916658e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286029 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -29166862.000000 Penalty: 6241.192383
	Iteration 28Q: 3 clusters Score -2.916686e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286499 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -29167078.000000 Penalty: 6241.192383
	Iteration 29Q: 3 clusters Score -2.916708e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286871 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -29167250.000000 Penalty: 6241.192383
	Iteration 30Q: 3 clusters Score -2.916725e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287186 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -29167314.000000 Penalty: 6241.192383
	Iteration 31Q: 3 clusters Score -2.916731e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287434 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -29167450.000000 Penalty: 6241.192383
	Iteration 32Q: 3 clusters Score -2.916745e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287671 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -29167556.000000 Penalty: 6241.192383
	Iteration 33Q: 3 clusters Score -2.916756e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287853 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -29167600.000000 Penalty: 6241.192383
	Iteration 34Q: 3 clusters Score -2.91676e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288011 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -29167644.000000 Penalty: 6241.192383
	Iteration 35Q: 3 clusters Score -2.916764e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288158 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -29167734.000000 Penalty: 6241.192383
	Iteration 36Q: 3 clusters Score -2.916773e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288281 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -29167760.000000 Penalty: 6241.192383
	Iteration 37Q: 3 clusters Score -2.916776e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288383 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -29167806.000000 Penalty: 6241.192383
	Iteration 38Q: 3 clusters Score -2.916781e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288477 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -29167806.000000 Penalty: 6241.192383
	Iteration 39Q: 3 clusters Score -2.916781e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288540 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -29167822.000000 Penalty: 6241.192383
	Iteration 40F: 3 clusters Score -2.916782e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288591 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -29167806.000000 Penalty: 6241.192383
	Iteration 41Q: 3 clusters Score -2.916781e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288643 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -29167826.000000 Penalty: 6241.192383
	Iteration 42Q: 3 clusters Score -2.916783e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288698 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -29167844.000000 Penalty: 6241.192383
	Iteration 43Q: 3 clusters Score -2.916784e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288753 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -29167914.000000 Penalty: 6241.192383
	Iteration 44Q: 3 clusters Score -2.916791e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288788 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -29167918.000000 Penalty: 6241.192383
	Iteration 45Q: 3 clusters Score -2.916792e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288827 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -29167954.000000 Penalty: 6241.192383
	Iteration 46Q: 3 clusters Score -2.916795e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288871 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -29167970.000000 Penalty: 6241.192383
	Iteration 47Q: 3 clusters Score -2.916797e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288921 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -29167946.000000 Penalty: 6241.192383
	Iteration 48Q: 3 clusters Score -2.916795e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288959 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -29167954.000000 Penalty: 6241.192383
	Iteration 49Q: 3 clusters Score -2.916795e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288996 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -29167994.000000 Penalty: 6241.192383
	Iteration 50Q: 3 clusters Score -2.916799e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289039 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -29167986.000000 Penalty: 6241.192383
	Iteration 51Q: 3 clusters Score -2.916799e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289077 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -29167962.000000 Penalty: 6241.192383
	Iteration 52Q: 3 clusters Score -2.916796e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289099 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -29167982.000000 Penalty: 6241.192383
	Iteration 53Q: 3 clusters Score -2.916798e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289117 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -29167988.000000 Penalty: 6241.192383
	Iteration 54Q: 3 clusters Score -2.916799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289137 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -29168000.000000 Penalty: 6241.192383
	Iteration 55Q: 3 clusters Score -2.9168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289152 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -29167976.000000 Penalty: 6241.192383
	Iteration 56Q: 3 clusters Score -2.916798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289165 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -29167968.000000 Penalty: 6241.192383
	Iteration 57Q: 3 clusters Score -2.916797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289182 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -29167960.000000 Penalty: 6241.192383
	Iteration 58Q: 3 clusters Score -2.916796e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289204 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -29167974.000000 Penalty: 6241.192383
	Iteration 59Q: 3 clusters Score -2.916797e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289224 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -29167992.000000 Penalty: 6241.192383
	Iteration 60F: 3 clusters Score -2.916799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289243 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -29168020.000000 Penalty: 6241.192383
	Iteration 61Q: 3 clusters Score -2.916802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289267 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -29168004.000000 Penalty: 6241.192383
	Iteration 62Q: 3 clusters Score -2.9168e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289289 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -29168024.000000 Penalty: 6241.192383
	Iteration 63Q: 3 clusters Score -2.916802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289306 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -29168038.000000 Penalty: 6241.192383
	Iteration 64Q: 3 clusters Score -2.916804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289327 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -29168010.000000 Penalty: 6241.192383
	Iteration 65Q: 3 clusters Score -2.916801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289336 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -29168018.000000 Penalty: 6241.192383
	Iteration 66Q: 3 clusters Score -2.916802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289346 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -29168036.000000 Penalty: 6241.192383
	Iteration 67Q: 3 clusters Score -2.916804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289360 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -29168028.000000 Penalty: 6241.192383
	Iteration 68Q: 3 clusters Score -2.916803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289377 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -29168022.000000 Penalty: 6241.192383
	Iteration 69Q: 3 clusters Score -2.916802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289389 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -29168006.000000 Penalty: 6241.192383
	Iteration 70Q: 3 clusters Score -2.916801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289398 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -29168064.000000 Penalty: 6241.192383
	Iteration 71Q: 3 clusters Score -2.916806e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289416 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -29168084.000000 Penalty: 6241.192383
	Iteration 72Q: 3 clusters Score -2.916808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289432 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -29168104.000000 Penalty: 6241.192383
	Iteration 73Q: 3 clusters Score -2.91681e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289446 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -29168096.000000 Penalty: 6241.192383
	Iteration 74Q: 3 clusters Score -2.91681e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289458 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -29168120.000000 Penalty: 6241.192383
	Iteration 75Q: 3 clusters Score -2.916812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289467 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -29168096.000000 Penalty: 6241.192383
	Iteration 76Q: 3 clusters Score -2.91681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289471 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -29168110.000000 Penalty: 6241.192383
	Iteration 77Q: 3 clusters Score -2.916811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289475 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -29168096.000000 Penalty: 6241.192383
	Iteration 78Q: 3 clusters Score -2.91681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289482 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -29168108.000000 Penalty: 6241.192383
	Iteration 79Q: 3 clusters Score -2.916811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289483 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -29168104.000000 Penalty: 6241.192383
	Iteration 80F: 3 clusters Score -2.91681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289486 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -29168104.000000 Penalty: 6241.192383
	Iteration 81Q: 3 clusters Score -2.91681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289493 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -29168104.000000 Penalty: 6241.192383
	Iteration 82Q: 3 clusters Score -2.91681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289498 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -29168116.000000 Penalty: 6241.192383
	Iteration 83Q: 3 clusters Score -2.916812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289500 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -29168120.000000 Penalty: 6241.192383
	Iteration 84Q: 3 clusters Score -2.916812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289503 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -29168134.000000 Penalty: 6241.192383
	Iteration 85Q: 3 clusters Score -2.916813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289505 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -29168138.000000 Penalty: 6241.192383
	Iteration 86Q: 3 clusters Score -2.916814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289508 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -29168136.000000 Penalty: 6241.192383
	Iteration 87Q: 3 clusters Score -2.916814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289510 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -29168130.000000 Penalty: 6241.192383
	Iteration 88Q: 3 clusters Score -2.916813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289511 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -29168154.000000 Penalty: 6241.192383
	Iteration 89Q: 3 clusters Score -2.916815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289516 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -29168156.000000 Penalty: 6241.192383
	Iteration 90Q: 3 clusters Score -2.916816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289521 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -29168150.000000 Penalty: 6241.192383
	Iteration 91Q: 3 clusters Score -2.916815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289524 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -29168152.000000 Penalty: 6241.192383
	Iteration 92Q: 3 clusters Score -2.916815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289524 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -29168152.000000 Penalty: 6241.192383
	Iteration 93F: 3 clusters Score -2.916815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Entering Unmasked Estep 
Score: -481242.343750 Penalty: 2114.092285
	Iteration 0F: 2 clusters Score -481242.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -476672.031250 Penalty: 4228.184570
	Iteration 0F: 3 clusters Score -476672 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -477874.156250 Penalty: 4228.184570
	Iteration 1F: 3 clusters Score -477874.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -478344.687500 Penalty: 4228.184570
	Iteration 2F: 3 clusters Score -478344.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -478737.406250 Penalty: 4228.184570
	Iteration 3F: 3 clusters Score -478737.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -479049.656250 Penalty: 4228.184570
	Iteration 4F: 3 clusters Score -479049.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -479316.906250 Penalty: 4228.184570
	Iteration 5F: 3 clusters Score -479316.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -479544.125000 Penalty: 4228.184570
	Iteration 6F: 3 clusters Score -479544.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -479736.312500 Penalty: 4228.184570
	Iteration 7Q: 3 clusters Score -479736.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -479910.031250 Penalty: 4228.184570
	Iteration 8Q: 3 clusters Score -479910 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -480040.000000 Penalty: 4228.184570
	Iteration 9Q: 3 clusters Score -480040 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -480122.781250 Penalty: 4228.184570
	Iteration 10Q: 3 clusters Score -480122.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -480195.375000 Penalty: 4228.184570
	Iteration 11Q: 3 clusters Score -480195.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -480247.750000 Penalty: 4228.184570
	Iteration 12Q: 3 clusters Score -480247.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -480292.781250 Penalty: 4228.184570
	Iteration 13Q: 3 clusters Score -480292.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -480337.906250 Penalty: 4228.184570
	Iteration 14Q: 3 clusters Score -480337.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -480372.968750 Penalty: 4228.184570
	Iteration 15Q: 3 clusters Score -480373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -480393.312500 Penalty: 4228.184570
	Iteration 16Q: 3 clusters Score -480393.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -480406.875000 Penalty: 4228.184570
	Iteration 17Q: 3 clusters Score -480406.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -480417.125000 Penalty: 4228.184570
	Iteration 18Q: 3 clusters Score -480417.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -480422.000000 Penalty: 4228.184570
	Iteration 19Q: 3 clusters Score -480422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -480424.750000 Penalty: 4228.184570
	Iteration 20F: 3 clusters Score -480424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -480427.468750 Penalty: 4228.184570
	Iteration 21Q: 3 clusters Score -480427.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -480428.593750 Penalty: 4228.184570
	Iteration 22Q: 3 clusters Score -480428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -480428.093750 Penalty: 4228.184570
	Iteration 23Q: 3 clusters Score -480428.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -480428.093750 Penalty: 4228.184570
	Iteration 24F: 3 clusters Score -480428.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Entering Unmasked Estep 
Score: -789617.500000 Penalty: 2221.909180
	Iteration 0F: 2 clusters Score -789617.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -783359.937500 Penalty: 4443.818359
	Iteration 0F: 3 clusters Score -783359.9 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -785021.500000 Penalty: 4443.818359
	Iteration 1F: 3 clusters Score -785021.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -785287.937500 Penalty: 4443.818359
	Iteration 2F: 3 clusters Score -785287.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -785466.562500 Penalty: 4443.818359
	Iteration 3Q: 3 clusters Score -785466.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -785606.437500 Penalty: 4443.818359
	Iteration 4Q: 3 clusters Score -785606.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -785726.375000 Penalty: 4443.818359
	Iteration 5Q: 3 clusters Score -785726.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -785830.187500 Penalty: 4443.818359
	Iteration 6Q: 3 clusters Score -785830.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -785931.125000 Penalty: 4443.818359
	Iteration 7Q: 3 clusters Score -785931.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -786032.500000 Penalty: 4443.818359
	Iteration 8Q: 3 clusters Score -786032.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -786144.500000 Penalty: 4443.818359
	Iteration 9Q: 3 clusters Score -786144.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -786269.125000 Penalty: 4443.818359
	Iteration 10Q: 3 clusters Score -786269.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -786389.875000 Penalty: 4443.818359
	Iteration 11Q: 3 clusters Score -786389.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -786530.687500 Penalty: 4443.818359
	Iteration 12Q: 3 clusters Score -786530.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -786674.937500 Penalty: 4443.818359
	Iteration 13Q: 3 clusters Score -786674.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -786830.937500 Penalty: 4443.818359
	Iteration 14Q: 3 clusters Score -786830.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -786956.625000 Penalty: 4443.818359
	Iteration 15Q: 3 clusters Score -786956.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -787078.062500 Penalty: 4443.818359
	Iteration 16Q: 3 clusters Score -787078.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -787190.500000 Penalty: 4443.818359
	Iteration 17Q: 3 clusters Score -787190.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -787309.375000 Penalty: 4443.818359
	Iteration 18Q: 3 clusters Score -787309.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -787432.250000 Penalty: 4443.818359
	Iteration 19Q: 3 clusters Score -787432.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -787529.000000 Penalty: 4443.818359
	Iteration 20F: 3 clusters Score -787529 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -787580.937500 Penalty: 4443.818359
	Iteration 21Q: 3 clusters Score -787580.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -787627.875000 Penalty: 4443.818359
	Iteration 22Q: 3 clusters Score -787627.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -787665.250000 Penalty: 4443.818359
	Iteration 23Q: 3 clusters Score -787665.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -787684.937500 Penalty: 4443.818359
	Iteration 24Q: 3 clusters Score -787684.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -787695.187500 Penalty: 4443.818359
	Iteration 25Q: 3 clusters Score -787695.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -787708.187500 Penalty: 4443.818359
	Iteration 26Q: 3 clusters Score -787708.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -787722.187500 Penalty: 4443.818359
	Iteration 27Q: 3 clusters Score -787722.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -787736.437500 Penalty: 4443.818359
	Iteration 28Q: 3 clusters Score -787736.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -787742.125000 Penalty: 4443.818359
	Iteration 29Q: 3 clusters Score -787742.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -787744.375000 Penalty: 4443.818359
	Iteration 30Q: 3 clusters Score -787744.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -787746.187500 Penalty: 4443.818359
	Iteration 31Q: 3 clusters Score -787746.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -787747.250000 Penalty: 4443.818359
	Iteration 32Q: 3 clusters Score -787747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -787747.000000 Penalty: 4443.818359
	Iteration 33Q: 3 clusters Score -787747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -787748.812500 Penalty: 4443.818359
	Iteration 34Q: 3 clusters Score -787748.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -787749.500000 Penalty: 4443.818359
	Iteration 35Q: 3 clusters Score -787749.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -787751.000000 Penalty: 4443.818359
	Iteration 36Q: 3 clusters Score -787751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -787755.375000 Penalty: 4443.818359
	Iteration 37Q: 3 clusters Score -787755.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -787757.437500 Penalty: 4443.818359
	Iteration 38Q: 3 clusters Score -787757.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -787759.812500 Penalty: 4443.818359
	Iteration 39Q: 3 clusters Score -787759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -787760.062500 Penalty: 4443.818359
	Iteration 40F: 3 clusters Score -787760.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -787760.000000 Penalty: 4443.818359
	Iteration 41Q: 3 clusters Score -787760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -787760.000000 Penalty: 4443.818359
	Iteration 42F: 3 clusters Score -787760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -187531.890625 Penalty: 1880.897705
	Iteration 0F: 2 clusters Score -187531.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -184926.125000 Penalty: 3761.795410
	Iteration 0F: 3 clusters Score -184926.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -185407.531250 Penalty: 3761.795410
	Iteration 1F: 3 clusters Score -185407.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -185533.406250 Penalty: 3761.795410
	Iteration 2F: 3 clusters Score -185533.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -185620.968750 Penalty: 3761.795410
	Iteration 3Q: 3 clusters Score -185621 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -185709.421875 Penalty: 3761.795410
	Iteration 4Q: 3 clusters Score -185709.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -185810.187500 Penalty: 3761.795410
	Iteration 5Q: 3 clusters Score -185810.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -185923.437500 Penalty: 3761.795410
	Iteration 6Q: 3 clusters Score -185923.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -186026.109375 Penalty: 3761.795410
	Iteration 7Q: 3 clusters Score -186026.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -186131.109375 Penalty: 3761.795410
	Iteration 8Q: 3 clusters Score -186131.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -186218.875000 Penalty: 3761.795410
	Iteration 9Q: 3 clusters Score -186218.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -186292.734375 Penalty: 3761.795410
	Iteration 10Q: 3 clusters Score -186292.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -186339.656250 Penalty: 3761.795410
	Iteration 11Q: 3 clusters Score -186339.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -186379.562500 Penalty: 3761.795410
	Iteration 12Q: 3 clusters Score -186379.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -186420.453125 Penalty: 3761.795410
	Iteration 13Q: 3 clusters Score -186420.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -186441.640625 Penalty: 3761.795410
	Iteration 14Q: 3 clusters Score -186441.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -186461.312500 Penalty: 3761.795410
	Iteration 15Q: 3 clusters Score -186461.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -186478.078125 Penalty: 3761.795410
	Iteration 16Q: 3 clusters Score -186478.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -186488.187500 Penalty: 3761.795410
	Iteration 17Q: 3 clusters Score -186488.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -186500.828125 Penalty: 3761.795410
	Iteration 18Q: 3 clusters Score -186500.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -186510.640625 Penalty: 3761.795410
	Iteration 19Q: 3 clusters Score -186510.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -186514.562500 Penalty: 3761.795410
	Iteration 20F: 3 clusters Score -186514.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -186519.890625 Penalty: 3761.795410
	Iteration 21Q: 3 clusters Score -186519.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -186522.187500 Penalty: 3761.795410
	Iteration 22Q: 3 clusters Score -186522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -186522.656250 Penalty: 3761.795410
	Iteration 23Q: 3 clusters Score -186522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -186525.625000 Penalty: 3761.795410
	Iteration 24Q: 3 clusters Score -186525.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -186529.250000 Penalty: 3761.795410
	Iteration 25Q: 3 clusters Score -186529.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -186531.031250 Penalty: 3761.795410
	Iteration 26Q: 3 clusters Score -186531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -186531.953125 Penalty: 3761.795410
	Iteration 27Q: 3 clusters Score -186532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -186532.359375 Penalty: 3761.795410
	Iteration 28Q: 3 clusters Score -186532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -186532.359375 Penalty: 3761.795410
	Iteration 29F: 3 clusters Score -186532.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Entering Unmasked Estep 
Score: -265928.718750 Penalty: 1972.248535
	Iteration 0F: 2 clusters Score -265928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -262769.593750 Penalty: 3944.497070
	Iteration 0F: 3 clusters Score -262769.6 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -263405.468750 Penalty: 3944.497070
	Iteration 1F: 3 clusters Score -263405.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -263554.406250 Penalty: 3944.497070
	Iteration 2F: 3 clusters Score -263554.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -263651.156250 Penalty: 3944.497070
	Iteration 3Q: 3 clusters Score -263651.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -263726.781250 Penalty: 3944.497070
	Iteration 4Q: 3 clusters Score -263726.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -263811.812500 Penalty: 3944.497070
	Iteration 5Q: 3 clusters Score -263811.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -263914.437500 Penalty: 3944.497070
	Iteration 6Q: 3 clusters Score -263914.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -264001.125000 Penalty: 3944.497070
	Iteration 7Q: 3 clusters Score -264001.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -264069.625000 Penalty: 3944.497070
	Iteration 8Q: 3 clusters Score -264069.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -264121.125000 Penalty: 3944.497070
	Iteration 9Q: 3 clusters Score -264121.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -264192.031250 Penalty: 3944.497070
	Iteration 10Q: 3 clusters Score -264192 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -264288.093750 Penalty: 3944.497070
	Iteration 11Q: 3 clusters Score -264288.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -264397.687500 Penalty: 3944.497070
	Iteration 12Q: 3 clusters Score -264397.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -264516.031250 Penalty: 3944.497070
	Iteration 13Q: 3 clusters Score -264516 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -264604.750000 Penalty: 3944.497070
	Iteration 14Q: 3 clusters Score -264604.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -264689.312500 Penalty: 3944.497070
	Iteration 15Q: 3 clusters Score -264689.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -264769.593750 Penalty: 3944.497070
	Iteration 16Q: 3 clusters Score -264769.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -264846.781250 Penalty: 3944.497070
	Iteration 17Q: 3 clusters Score -264846.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -264928.812500 Penalty: 3944.497070
	Iteration 18Q: 3 clusters Score -264928.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -264975.906250 Penalty: 3944.497070
	Iteration 19Q: 3 clusters Score -264975.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -265032.000000 Penalty: 3944.497070
	Iteration 20F: 3 clusters Score -265032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -265072.343750 Penalty: 3944.497070
	Iteration 21Q: 3 clusters Score -265072.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -265100.500000 Penalty: 3944.497070
	Iteration 22Q: 3 clusters Score -265100.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -265128.968750 Penalty: 3944.497070
	Iteration 23Q: 3 clusters Score -265129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -265154.312500 Penalty: 3944.497070
	Iteration 24Q: 3 clusters Score -265154.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -265177.000000 Penalty: 3944.497070
	Iteration 25Q: 3 clusters Score -265177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -265194.312500 Penalty: 3944.497070
	Iteration 26Q: 3 clusters Score -265194.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -265205.156250 Penalty: 3944.497070
	Iteration 27Q: 3 clusters Score -265205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -265214.562500 Penalty: 3944.497070
	Iteration 28Q: 3 clusters Score -265214.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -265223.875000 Penalty: 3944.497070
	Iteration 29Q: 3 clusters Score -265223.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -265227.312500 Penalty: 3944.497070
	Iteration 30Q: 3 clusters Score -265227.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -265232.531250 Penalty: 3944.497070
	Iteration 31Q: 3 clusters Score -265232.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -265236.593750 Penalty: 3944.497070
	Iteration 32Q: 3 clusters Score -265236.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -265238.156250 Penalty: 3944.497070
	Iteration 33Q: 3 clusters Score -265238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -265238.281250 Penalty: 3944.497070
	Iteration 34Q: 3 clusters Score -265238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -265239.031250 Penalty: 3944.497070
	Iteration 35Q: 3 clusters Score -265239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -265239.031250 Penalty: 3944.497070
	Iteration 36F: 3 clusters Score -265239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4972 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 8385 members 
Mstep: Class 5 contains 65454 members 
Mstep: Class 6 contains 7767 members 
Mstep: Class 7 contains 16919 members 
Mstep: Class 8 contains 41381 members 
Mstep: Class 9 contains 14851 members 
Mstep: Class 10 contains 26493 members 
Mstep: Class 11 contains 69858 members 
Mstep: Class 12 contains 40199 members 
Mstep: Class 13 contains 203212 members 
Mstep: Class 14 contains 19170 members 
Mstep: Class 15 contains 10866 members 
Mstep: Class 16 contains 5442 members 
Mstep: Class 17 contains 76320 members 
Mstep: Class 18 contains 348436 members 
Mstep: Class 19 contains 21782 members 
Mstep: Class 20 contains 65588 members 
Mstep: Class 21 contains 20422 members 
Mstep: Class 22 contains 43182 members 
Mstep: Class 23 contains 35058 members 
Mstep: Class 24 contains 11095 members 
Mstep: Class 25 contains 9264 members 
Mstep: Class 26 contains 12358 members 
Mstep: Class 27 contains 7579 members 
Mstep: Class 28 contains 16285 members 
Mstep: Class 29 contains 9161 members 
Mstep: Class 30 contains 91402 members 
Mstep: Class 31 contains 291574 members 
Mstep: Class 32 contains 5037 members 
Mstep: Class 33 contains 7780 members 
Mstep: Class 34 contains 1967 members 
Mstep: Class 35 contains 2843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157121040.000000 Penalty: 124097.632812
Iteration 159Q: 36 clusters Score -1.57121e+08 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4967 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 8385 members 
Mstep: Class 5 contains 65436 members 
Mstep: Class 6 contains 7769 members 
Mstep: Class 7 contains 16912 members 
Mstep: Class 8 contains 41380 members 
Mstep: Class 9 contains 14848 members 
Mstep: Class 10 contains 26448 members 
Mstep: Class 11 contains 69676 members 
Mstep: Class 12 contains 40096 members 
Mstep: Class 13 contains 203091 members 
Mstep: Class 14 contains 19180 members 
Mstep: Class 15 contains 10864 members 
Mstep: Class 16 contains 5442 members 
Mstep: Class 17 contains 75760 members 
Mstep: Class 18 contains 348035 members 
Mstep: Class 19 contains 21782 members 
Mstep: Class 20 contains 67180 members 
Mstep: Class 21 contains 20409 members 
Mstep: Class 22 contains 43151 members 
Mstep: Class 23 contains 35024 members 
Mstep: Class 24 contains 11091 members 
Mstep: Class 25 contains 9262 members 
Mstep: Class 26 contains 12345 members 
Mstep: Class 27 contains 7579 members 
Mstep: Class 28 contains 16286 members 
Mstep: Class 29 contains 9161 members 
Mstep: Class 30 contains 91508 members 
Mstep: Class 31 contains 291420 members 
Mstep: Class 32 contains 5043 members 
Mstep: Class 33 contains 7779 members 
Mstep: Class 34 contains 1970 members 
Mstep: Class 35 contains 2843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157122016.000000 Penalty: 124097.632812
Iteration 160F: 36 clusters Score -1.57122e+08 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 8386 members 
Mstep: Class 5 contains 65406 members 
Mstep: Class 6 contains 7772 members 
Mstep: Class 7 contains 16905 members 
Mstep: Class 8 contains 41377 members 
Mstep: Class 9 contains 14846 members 
Mstep: Class 10 contains 26402 members 
Mstep: Class 11 contains 69523 members 
Mstep: Class 12 contains 40020 members 
Mstep: Class 13 contains 202922 members 
Mstep: Class 14 contains 19199 members 
Mstep: Class 15 contains 10862 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 75192 members 
Mstep: Class 18 contains 347104 members 
Mstep: Class 19 contains 21797 members 
Mstep: Class 20 contains 69276 members 
Mstep: Class 21 contains 20417 members 
Mstep: Class 22 contains 43111 members 
Mstep: Class 23 contains 35007 members 
Mstep: Class 24 contains 11088 members 
Mstep: Class 25 contains 9260 members 
Mstep: Class 26 contains 12330 members 
Mstep: Class 27 contains 7580 members 
Mstep: Class 28 contains 16288 members 
Mstep: Class 29 contains 9160 members 
Mstep: Class 30 contains 91584 members 
Mstep: Class 31 contains 291280 members 
Mstep: Class 32 contains 5048 members 
Mstep: Class 33 contains 7776 members 
Mstep: Class 34 contains 1974 members 
Mstep: Class 35 contains 2892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157123568.000000 Penalty: 124097.632812
Iteration 161Q: 36 clusters Score -1.571236e+08 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4879 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 8390 members 
Mstep: Class 5 contains 65360 members 
Mstep: Class 6 contains 7776 members 
Mstep: Class 7 contains 16902 members 
Mstep: Class 8 contains 41380 members 
Mstep: Class 9 contains 14844 members 
Mstep: Class 10 contains 26346 members 
Mstep: Class 11 contains 69344 members 
Mstep: Class 12 contains 39943 members 
Mstep: Class 13 contains 202705 members 
Mstep: Class 14 contains 19210 members 
Mstep: Class 15 contains 10866 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 74587 members 
Mstep: Class 18 contains 346250 members 
Mstep: Class 19 contains 21808 members 
Mstep: Class 20 contains 71359 members 
Mstep: Class 21 contains 20434 members 
Mstep: Class 22 contains 43093 members 
Mstep: Class 23 contains 35000 members 
Mstep: Class 24 contains 11083 members 
Mstep: Class 25 contains 9261 members 
Mstep: Class 26 contains 12318 members 
Mstep: Class 27 contains 7581 members 
Mstep: Class 28 contains 16288 members 
Mstep: Class 29 contains 9158 members 
Mstep: Class 30 contains 91701 members 
Mstep: Class 31 contains 291116 members 
Mstep: Class 32 contains 5052 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 1977 members 
Mstep: Class 35 contains 2923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157124944.000000 Penalty: 124097.632812
Iteration 162Q: 36 clusters Score -1.571249e+08 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4852 members 
Mstep: Class 3 contains 1831 members 
Mstep: Class 4 contains 8388 members 
Mstep: Class 5 contains 65329 members 
Mstep: Class 6 contains 7781 members 
Mstep: Class 7 contains 16897 members 
Mstep: Class 8 contains 41372 members 
Mstep: Class 9 contains 14837 members 
Mstep: Class 10 contains 26292 members 
Mstep: Class 11 contains 69155 members 
Mstep: Class 12 contains 39872 members 
Mstep: Class 13 contains 202407 members 
Mstep: Class 14 contains 19224 members 
Mstep: Class 15 contains 10866 members 
Mstep: Class 16 contains 5455 members 
Mstep: Class 17 contains 73965 members 
Mstep: Class 18 contains 345508 members 
Mstep: Class 19 contains 21822 members 
Mstep: Class 20 contains 73436 members 
Mstep: Class 21 contains 20442 members 
Mstep: Class 22 contains 43058 members 
Mstep: Class 23 contains 34996 members 
Mstep: Class 24 contains 11079 members 
Mstep: Class 25 contains 9261 members 
Mstep: Class 26 contains 12321 members 
Mstep: Class 27 contains 7579 members 
Mstep: Class 28 contains 16288 members 
Mstep: Class 29 contains 9159 members 
Mstep: Class 30 contains 91830 members 
Mstep: Class 31 contains 290945 members 
Mstep: Class 32 contains 5056 members 
Mstep: Class 33 contains 7773 members 
Mstep: Class 34 contains 1979 members 
Mstep: Class 35 contains 2946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157125872.000000 Penalty: 124097.632812
Iteration 163Q: 36 clusters Score -1.571259e+08 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4840 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 8391 members 
Mstep: Class 5 contains 65299 members 
Mstep: Class 6 contains 7783 members 
Mstep: Class 7 contains 16891 members 
Mstep: Class 8 contains 41373 members 
Mstep: Class 9 contains 14833 members 
Mstep: Class 10 contains 26240 members 
Mstep: Class 11 contains 68945 members 
Mstep: Class 12 contains 39798 members 
Mstep: Class 13 contains 202102 members 
Mstep: Class 14 contains 19229 members 
Mstep: Class 15 contains 10868 members 
Mstep: Class 16 contains 5459 members 
Mstep: Class 17 contains 73365 members 
Mstep: Class 18 contains 344806 members 
Mstep: Class 19 contains 21836 members 
Mstep: Class 20 contains 75495 members 
Mstep: Class 21 contains 20462 members 
Mstep: Class 22 contains 43022 members 
Mstep: Class 23 contains 34970 members 
Mstep: Class 24 contains 11079 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12320 members 
Mstep: Class 27 contains 7575 members 
Mstep: Class 28 contains 16292 members 
Mstep: Class 29 contains 9159 members 
Mstep: Class 30 contains 91927 members 
Mstep: Class 31 contains 290802 members 
Mstep: Class 32 contains 5059 members 
Mstep: Class 33 contains 7779 members 
Mstep: Class 34 contains 1981 members 
Mstep: Class 35 contains 2958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157126800.000000 Penalty: 124097.632812
Iteration 164Q: 36 clusters Score -1.571268e+08 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4821 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 8390 members 
Mstep: Class 5 contains 65255 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 16888 members 
Mstep: Class 8 contains 41375 members 
Mstep: Class 9 contains 14829 members 
Mstep: Class 10 contains 26183 members 
Mstep: Class 11 contains 68747 members 
Mstep: Class 12 contains 39739 members 
Mstep: Class 13 contains 201758 members 
Mstep: Class 14 contains 19236 members 
Mstep: Class 15 contains 10872 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 72762 members 
Mstep: Class 18 contains 344138 members 
Mstep: Class 19 contains 21848 members 
Mstep: Class 20 contains 77532 members 
Mstep: Class 21 contains 20472 members 
Mstep: Class 22 contains 42997 members 
Mstep: Class 23 contains 34947 members 
Mstep: Class 24 contains 11082 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12319 members 
Mstep: Class 27 contains 7574 members 
Mstep: Class 28 contains 16295 members 
Mstep: Class 29 contains 9160 members 
Mstep: Class 30 contains 92020 members 
Mstep: Class 31 contains 290659 members 
Mstep: Class 32 contains 5072 members 
Mstep: Class 33 contains 7787 members 
Mstep: Class 34 contains 1982 members 
Mstep: Class 35 contains 2972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157127568.000000 Penalty: 124097.632812
Iteration 165Q: 36 clusters Score -1.571276e+08 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4813 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 8385 members 
Mstep: Class 5 contains 65235 members 
Mstep: Class 6 contains 7783 members 
Mstep: Class 7 contains 16882 members 
Mstep: Class 8 contains 41379 members 
Mstep: Class 9 contains 14831 members 
Mstep: Class 10 contains 26142 members 
Mstep: Class 11 contains 68546 members 
Mstep: Class 12 contains 39689 members 
Mstep: Class 13 contains 201456 members 
Mstep: Class 14 contains 19235 members 
Mstep: Class 15 contains 10875 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 72177 members 
Mstep: Class 18 contains 343386 members 
Mstep: Class 19 contains 21871 members 
Mstep: Class 20 contains 79531 members 
Mstep: Class 21 contains 20478 members 
Mstep: Class 22 contains 42976 members 
Mstep: Class 23 contains 34929 members 
Mstep: Class 24 contains 11080 members 
Mstep: Class 25 contains 9257 members 
Mstep: Class 26 contains 12321 members 
Mstep: Class 27 contains 7573 members 
Mstep: Class 28 contains 16296 members 
Mstep: Class 29 contains 9155 members 
Mstep: Class 30 contains 92111 members 
Mstep: Class 31 contains 290541 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 7798 members 
Mstep: Class 34 contains 1983 members 
Mstep: Class 35 contains 2981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128704.000000 Penalty: 124097.632812
Iteration 166Q: 36 clusters Score -1.571287e+08 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1741 members 
Mstep: Class 4 contains 8384 members 
Mstep: Class 5 contains 65216 members 
Mstep: Class 6 contains 7785 members 
Mstep: Class 7 contains 16873 members 
Mstep: Class 8 contains 41384 members 
Mstep: Class 9 contains 14829 members 
Mstep: Class 10 contains 26091 members 
Mstep: Class 11 contains 68335 members 
Mstep: Class 12 contains 39653 members 
Mstep: Class 13 contains 201131 members 
Mstep: Class 14 contains 19236 members 
Mstep: Class 15 contains 10875 members 
Mstep: Class 16 contains 5461 members 
Mstep: Class 17 contains 71606 members 
Mstep: Class 18 contains 342626 members 
Mstep: Class 19 contains 21902 members 
Mstep: Class 20 contains 81556 members 
Mstep: Class 21 contains 20488 members 
Mstep: Class 22 contains 42948 members 
Mstep: Class 23 contains 34912 members 
Mstep: Class 24 contains 11076 members 
Mstep: Class 25 contains 9254 members 
Mstep: Class 26 contains 12315 members 
Mstep: Class 27 contains 7572 members 
Mstep: Class 28 contains 16300 members 
Mstep: Class 29 contains 9149 members 
Mstep: Class 30 contains 92226 members 
Mstep: Class 31 contains 290414 members 
Mstep: Class 32 contains 5090 members 
Mstep: Class 33 contains 7796 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 2988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129904.000000 Penalty: 124097.632812
Iteration 167Q: 36 clusters Score -1.571299e+08 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 1723 members 
Mstep: Class 4 contains 8383 members 
Mstep: Class 5 contains 65187 members 
Mstep: Class 6 contains 7785 members 
Mstep: Class 7 contains 16869 members 
Mstep: Class 8 contains 41397 members 
Mstep: Class 9 contains 14830 members 
Mstep: Class 10 contains 26051 members 
Mstep: Class 11 contains 68118 members 
Mstep: Class 12 contains 39614 members 
Mstep: Class 13 contains 200848 members 
Mstep: Class 14 contains 19232 members 
Mstep: Class 15 contains 10876 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 71034 members 
Mstep: Class 18 contains 342001 members 
Mstep: Class 19 contains 21928 members 
Mstep: Class 20 contains 83447 members 
Mstep: Class 21 contains 20479 members 
Mstep: Class 22 contains 42910 members 
Mstep: Class 23 contains 34869 members 
Mstep: Class 24 contains 11072 members 
Mstep: Class 25 contains 9254 members 
Mstep: Class 26 contains 12310 members 
Mstep: Class 27 contains 7573 members 
Mstep: Class 28 contains 16302 members 
Mstep: Class 29 contains 9142 members 
Mstep: Class 30 contains 92322 members 
Mstep: Class 31 contains 290311 members 
Mstep: Class 32 contains 5094 members 
Mstep: Class 33 contains 7803 members 
Mstep: Class 34 contains 1986 members 
Mstep: Class 35 contains 2989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131008.000000 Penalty: 124097.632812
Iteration 168Q: 36 clusters Score -1.57131e+08 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 8381 members 
Mstep: Class 5 contains 65155 members 
Mstep: Class 6 contains 7785 members 
Mstep: Class 7 contains 16863 members 
Mstep: Class 8 contains 41405 members 
Mstep: Class 9 contains 14833 members 
Mstep: Class 10 contains 26001 members 
Mstep: Class 11 contains 67923 members 
Mstep: Class 12 contains 39560 members 
Mstep: Class 13 contains 200491 members 
Mstep: Class 14 contains 19237 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 16 contains 5458 members 
Mstep: Class 17 contains 70512 members 
Mstep: Class 18 contains 341428 members 
Mstep: Class 19 contains 21958 members 
Mstep: Class 20 contains 85301 members 
Mstep: Class 21 contains 20485 members 
Mstep: Class 22 contains 42870 members 
Mstep: Class 23 contains 34834 members 
Mstep: Class 24 contains 11067 members 
Mstep: Class 25 contains 9254 members 
Mstep: Class 26 contains 12310 members 
Mstep: Class 27 contains 7571 members 
Mstep: Class 28 contains 16307 members 
Mstep: Class 29 contains 9139 members 
Mstep: Class 30 contains 92387 members 
Mstep: Class 31 contains 290207 members 
Mstep: Class 32 contains 5100 members 
Mstep: Class 33 contains 7819 members 
Mstep: Class 34 contains 1988 members 
Mstep: Class 35 contains 2991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131056.000000 Penalty: 124097.632812
Iteration 169Q: 36 clusters Score -1.571311e+08 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4798 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 8389 members 
Mstep: Class 5 contains 65131 members 
Mstep: Class 6 contains 7794 members 
Mstep: Class 7 contains 16855 members 
Mstep: Class 8 contains 41413 members 
Mstep: Class 9 contains 14834 members 
Mstep: Class 10 contains 25960 members 
Mstep: Class 11 contains 67725 members 
Mstep: Class 12 contains 39496 members 
Mstep: Class 13 contains 200142 members 
Mstep: Class 14 contains 19240 members 
Mstep: Class 15 contains 10878 members 
Mstep: Class 16 contains 5459 members 
Mstep: Class 17 contains 70008 members 
Mstep: Class 18 contains 340844 members 
Mstep: Class 19 contains 21982 members 
Mstep: Class 20 contains 87130 members 
Mstep: Class 21 contains 20484 members 
Mstep: Class 22 contains 42843 members 
Mstep: Class 23 contains 34789 members 
Mstep: Class 24 contains 11054 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12304 members 
Mstep: Class 27 contains 7571 members 
Mstep: Class 28 contains 16311 members 
Mstep: Class 29 contains 9142 members 
Mstep: Class 30 contains 92457 members 
Mstep: Class 31 contains 290107 members 
Mstep: Class 32 contains 5106 members 
Mstep: Class 33 contains 7831 members 
Mstep: Class 34 contains 1991 members 
Mstep: Class 35 contains 2991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131664.000000 Penalty: 124097.632812
Iteration 170Q: 36 clusters Score -1.571317e+08 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 8394 members 
Mstep: Class 5 contains 65096 members 
Mstep: Class 6 contains 7792 members 
Mstep: Class 7 contains 16854 members 
Mstep: Class 8 contains 41411 members 
Mstep: Class 9 contains 14831 members 
Mstep: Class 10 contains 25923 members 
Mstep: Class 11 contains 67534 members 
Mstep: Class 12 contains 39445 members 
Mstep: Class 13 contains 199859 members 
Mstep: Class 14 contains 19232 members 
Mstep: Class 15 contains 10879 members 
Mstep: Class 16 contains 5459 members 
Mstep: Class 17 contains 69522 members 
Mstep: Class 18 contains 340347 members 
Mstep: Class 19 contains 22004 members 
Mstep: Class 20 contains 88817 members 
Mstep: Class 21 contains 20470 members 
Mstep: Class 22 contains 42808 members 
Mstep: Class 23 contains 34747 members 
Mstep: Class 24 contains 11052 members 
Mstep: Class 25 contains 9257 members 
Mstep: Class 26 contains 12296 members 
Mstep: Class 27 contains 7573 members 
Mstep: Class 28 contains 16315 members 
Mstep: Class 29 contains 9140 members 
Mstep: Class 30 contains 92548 members 
Mstep: Class 31 contains 290004 members 
Mstep: Class 32 contains 5115 members 
Mstep: Class 33 contains 7832 members 
Mstep: Class 34 contains 1991 members 
Mstep: Class 35 contains 2998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132896.000000 Penalty: 124097.632812
Iteration 171Q: 36 clusters Score -1.571329e+08 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4780 members 
Mstep: Class 3 contains 1650 members 
Mstep: Class 4 contains 8397 members 
Mstep: Class 5 contains 65065 members 
Mstep: Class 6 contains 7796 members 
Mstep: Class 7 contains 16847 members 
Mstep: Class 8 contains 41420 members 
Mstep: Class 9 contains 14827 members 
Mstep: Class 10 contains 25887 members 
Mstep: Class 11 contains 67325 members 
Mstep: Class 12 contains 39389 members 
Mstep: Class 13 contains 199520 members 
Mstep: Class 14 contains 19225 members 
Mstep: Class 15 contains 10881 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 69028 members 
Mstep: Class 18 contains 339913 members 
Mstep: Class 19 contains 22028 members 
Mstep: Class 20 contains 90457 members 
Mstep: Class 21 contains 20482 members 
Mstep: Class 22 contains 42787 members 
Mstep: Class 23 contains 34699 members 
Mstep: Class 24 contains 11054 members 
Mstep: Class 25 contains 9258 members 
Mstep: Class 26 contains 12298 members 
Mstep: Class 27 contains 7572 members 
Mstep: Class 28 contains 16315 members 
Mstep: Class 29 contains 9138 members 
Mstep: Class 30 contains 92629 members 
Mstep: Class 31 contains 289921 members 
Mstep: Class 32 contains 5125 members 
Mstep: Class 33 contains 7833 members 
Mstep: Class 34 contains 1992 members 
Mstep: Class 35 contains 3003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133504.000000 Penalty: 124097.632812
Iteration 172Q: 36 clusters Score -1.571335e+08 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4774 members 
Mstep: Class 3 contains 1637 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 65046 members 
Mstep: Class 6 contains 7802 members 
Mstep: Class 7 contains 16840 members 
Mstep: Class 8 contains 41430 members 
Mstep: Class 9 contains 14826 members 
Mstep: Class 10 contains 25845 members 
Mstep: Class 11 contains 67155 members 
Mstep: Class 12 contains 39353 members 
Mstep: Class 13 contains 199191 members 
Mstep: Class 14 contains 19205 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 68544 members 
Mstep: Class 18 contains 339390 members 
Mstep: Class 19 contains 22039 members 
Mstep: Class 20 contains 92098 members 
Mstep: Class 21 contains 20492 members 
Mstep: Class 22 contains 42775 members 
Mstep: Class 23 contains 34662 members 
Mstep: Class 24 contains 11052 members 
Mstep: Class 25 contains 9258 members 
Mstep: Class 26 contains 12303 members 
Mstep: Class 27 contains 7569 members 
Mstep: Class 28 contains 16315 members 
Mstep: Class 29 contains 9136 members 
Mstep: Class 30 contains 92717 members 
Mstep: Class 31 contains 289839 members 
Mstep: Class 32 contains 5134 members 
Mstep: Class 33 contains 7828 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134464.000000 Penalty: 124097.632812
Iteration 173Q: 36 clusters Score -1.571345e+08 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4776 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 8405 members 
Mstep: Class 5 contains 65029 members 
Mstep: Class 6 contains 7807 members 
Mstep: Class 7 contains 16834 members 
Mstep: Class 8 contains 41438 members 
Mstep: Class 9 contains 14822 members 
Mstep: Class 10 contains 25828 members 
Mstep: Class 11 contains 66998 members 
Mstep: Class 12 contains 39338 members 
Mstep: Class 13 contains 198806 members 
Mstep: Class 14 contains 19203 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 68096 members 
Mstep: Class 18 contains 338868 members 
Mstep: Class 19 contains 22040 members 
Mstep: Class 20 contains 93701 members 
Mstep: Class 21 contains 20507 members 
Mstep: Class 22 contains 42754 members 
Mstep: Class 23 contains 34622 members 
Mstep: Class 24 contains 11046 members 
Mstep: Class 25 contains 9257 members 
Mstep: Class 26 contains 12302 members 
Mstep: Class 27 contains 7567 members 
Mstep: Class 28 contains 16316 members 
Mstep: Class 29 contains 9133 members 
Mstep: Class 30 contains 92792 members 
Mstep: Class 31 contains 289774 members 
Mstep: Class 32 contains 5136 members 
Mstep: Class 33 contains 7827 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 3011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157135184.000000 Penalty: 124097.632812
Iteration 174Q: 36 clusters Score -1.571352e+08 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 8408 members 
Mstep: Class 5 contains 65002 members 
Mstep: Class 6 contains 7809 members 
Mstep: Class 7 contains 16831 members 
Mstep: Class 8 contains 41444 members 
Mstep: Class 9 contains 14822 members 
Mstep: Class 10 contains 25801 members 
Mstep: Class 11 contains 66826 members 
Mstep: Class 12 contains 39317 members 
Mstep: Class 13 contains 198409 members 
Mstep: Class 14 contains 19193 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 67656 members 
Mstep: Class 18 contains 338497 members 
Mstep: Class 19 contains 22053 members 
Mstep: Class 20 contains 95235 members 
Mstep: Class 21 contains 20518 members 
Mstep: Class 22 contains 42725 members 
Mstep: Class 23 contains 34581 members 
Mstep: Class 24 contains 11035 members 
Mstep: Class 25 contains 9258 members 
Mstep: Class 26 contains 12301 members 
Mstep: Class 27 contains 7567 members 
Mstep: Class 28 contains 16319 members 
Mstep: Class 29 contains 9137 members 
Mstep: Class 30 contains 92868 members 
Mstep: Class 31 contains 289684 members 
Mstep: Class 32 contains 5135 members 
Mstep: Class 33 contains 7831 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 3011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157135440.000000 Penalty: 124097.632812
Iteration 175Q: 36 clusters Score -1.571354e+08 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 8415 members 
Mstep: Class 5 contains 64994 members 
Mstep: Class 6 contains 7807 members 
Mstep: Class 7 contains 16830 members 
Mstep: Class 8 contains 41444 members 
Mstep: Class 9 contains 14817 members 
Mstep: Class 10 contains 25768 members 
Mstep: Class 11 contains 66659 members 
Mstep: Class 12 contains 39290 members 
Mstep: Class 13 contains 198073 members 
Mstep: Class 14 contains 19176 members 
Mstep: Class 15 contains 10884 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 67172 members 
Mstep: Class 18 contains 338117 members 
Mstep: Class 19 contains 22069 members 
Mstep: Class 20 contains 96687 members 
Mstep: Class 21 contains 20533 members 
Mstep: Class 22 contains 42718 members 
Mstep: Class 23 contains 34533 members 
Mstep: Class 24 contains 11021 members 
Mstep: Class 25 contains 9260 members 
Mstep: Class 26 contains 12301 members 
Mstep: Class 27 contains 7566 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9139 members 
Mstep: Class 30 contains 92970 members 
Mstep: Class 31 contains 289613 members 
Mstep: Class 32 contains 5140 members 
Mstep: Class 33 contains 7837 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 3011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157135872.000000 Penalty: 124097.632812
Iteration 176Q: 36 clusters Score -1.571359e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 1591 members 
Mstep: Class 4 contains 8419 members 
Mstep: Class 5 contains 64976 members 
Mstep: Class 6 contains 7807 members 
Mstep: Class 7 contains 16825 members 
Mstep: Class 8 contains 41448 members 
Mstep: Class 9 contains 14814 members 
Mstep: Class 10 contains 25739 members 
Mstep: Class 11 contains 66511 members 
Mstep: Class 12 contains 39289 members 
Mstep: Class 13 contains 197751 members 
Mstep: Class 14 contains 19160 members 
Mstep: Class 15 contains 10883 members 
Mstep: Class 16 contains 5474 members 
Mstep: Class 17 contains 66693 members 
Mstep: Class 18 contains 337729 members 
Mstep: Class 19 contains 22074 members 
Mstep: Class 20 contains 98099 members 
Mstep: Class 21 contains 20558 members 
Mstep: Class 22 contains 42723 members 
Mstep: Class 23 contains 34503 members 
Mstep: Class 24 contains 11008 members 
Mstep: Class 25 contains 9258 members 
Mstep: Class 26 contains 12301 members 
Mstep: Class 27 contains 7564 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9142 members 
Mstep: Class 30 contains 93047 members 
Mstep: Class 31 contains 289534 members 
Mstep: Class 32 contains 5145 members 
Mstep: Class 33 contains 7838 members 
Mstep: Class 34 contains 1995 members 
Mstep: Class 35 contains 3012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157136112.000000 Penalty: 124097.632812
Iteration 177Q: 36 clusters Score -1.571361e+08 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 1574 members 
Mstep: Class 4 contains 8422 members 
Mstep: Class 5 contains 64964 members 
Mstep: Class 6 contains 7804 members 
Mstep: Class 7 contains 16824 members 
Mstep: Class 8 contains 41448 members 
Mstep: Class 9 contains 14811 members 
Mstep: Class 10 contains 25694 members 
Mstep: Class 11 contains 66352 members 
Mstep: Class 12 contains 39280 members 
Mstep: Class 13 contains 197457 members 
Mstep: Class 14 contains 19152 members 
Mstep: Class 15 contains 10883 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 66248 members 
Mstep: Class 18 contains 337342 members 
Mstep: Class 19 contains 22081 members 
Mstep: Class 20 contains 99473 members 
Mstep: Class 21 contains 20591 members 
Mstep: Class 22 contains 42695 members 
Mstep: Class 23 contains 34480 members 
Mstep: Class 24 contains 11002 members 
Mstep: Class 25 contains 9257 members 
Mstep: Class 26 contains 12303 members 
Mstep: Class 27 contains 7562 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9142 members 
Mstep: Class 30 contains 93145 members 
Mstep: Class 31 contains 289451 members 
Mstep: Class 32 contains 5146 members 
Mstep: Class 33 contains 7839 members 
Mstep: Class 34 contains 1996 members 
Mstep: Class 35 contains 3016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157136672.000000 Penalty: 124097.632812
Iteration 178Q: 36 clusters Score -1.571367e+08 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4772 members 
Mstep: Class 3 contains 1565 members 
Mstep: Class 4 contains 8422 members 
Mstep: Class 5 contains 64956 members 
Mstep: Class 6 contains 7805 members 
Mstep: Class 7 contains 16820 members 
Mstep: Class 8 contains 41450 members 
Mstep: Class 9 contains 14806 members 
Mstep: Class 10 contains 25653 members 
Mstep: Class 11 contains 66212 members 
Mstep: Class 12 contains 39279 members 
Mstep: Class 13 contains 197169 members 
Mstep: Class 14 contains 19138 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 5480 members 
Mstep: Class 17 contains 65801 members 
Mstep: Class 18 contains 336966 members 
Mstep: Class 19 contains 22100 members 
Mstep: Class 20 contains 100791 members 
Mstep: Class 21 contains 20617 members 
Mstep: Class 22 contains 42677 members 
Mstep: Class 23 contains 34457 members 
Mstep: Class 24 contains 10998 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12305 members 
Mstep: Class 27 contains 7563 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9141 members 
Mstep: Class 30 contains 93223 members 
Mstep: Class 31 contains 289377 members 
Mstep: Class 32 contains 5148 members 
Mstep: Class 33 contains 7842 members 
Mstep: Class 34 contains 1996 members 
Mstep: Class 35 contains 3018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157136928.000000 Penalty: 124097.632812
Iteration 179Q: 36 clusters Score -1.571369e+08 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4774 members 
Mstep: Class 3 contains 1558 members 
Mstep: Class 4 contains 8418 members 
Mstep: Class 5 contains 64950 members 
Mstep: Class 6 contains 7804 members 
Mstep: Class 7 contains 16820 members 
Mstep: Class 8 contains 41452 members 
Mstep: Class 9 contains 14806 members 
Mstep: Class 10 contains 25618 members 
Mstep: Class 11 contains 66100 members 
Mstep: Class 12 contains 39265 members 
Mstep: Class 13 contains 196887 members 
Mstep: Class 14 contains 19120 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 5481 members 
Mstep: Class 17 contains 65385 members 
Mstep: Class 18 contains 336563 members 
Mstep: Class 19 contains 22110 members 
Mstep: Class 20 contains 102066 members 
Mstep: Class 21 contains 20644 members 
Mstep: Class 22 contains 42679 members 
Mstep: Class 23 contains 34422 members 
Mstep: Class 24 contains 10990 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12307 members 
Mstep: Class 27 contains 7564 members 
Mstep: Class 28 contains 16320 members 
Mstep: Class 29 contains 9139 members 
Mstep: Class 30 contains 93304 members 
Mstep: Class 31 contains 289316 members 
Mstep: Class 32 contains 5149 members 
Mstep: Class 33 contains 7844 members 
Mstep: Class 34 contains 1996 members 
Mstep: Class 35 contains 3019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157137104.000000 Penalty: 124097.632812
Iteration 180F: 36 clusters Score -1.571371e+08 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4774 members 
Mstep: Class 3 contains 1547 members 
Mstep: Class 4 contains 8419 members 
Mstep: Class 5 contains 64920 members 
Mstep: Class 6 contains 7810 members 
Mstep: Class 7 contains 16819 members 
Mstep: Class 8 contains 41452 members 
Mstep: Class 9 contains 14803 members 
Mstep: Class 10 contains 25597 members 
Mstep: Class 11 contains 65989 members 
Mstep: Class 12 contains 39257 members 
Mstep: Class 13 contains 196619 members 
Mstep: Class 14 contains 19111 members 
Mstep: Class 15 contains 10880 members 
Mstep: Class 16 contains 5480 members 
Mstep: Class 17 contains 64956 members 
Mstep: Class 18 contains 336199 members 
Mstep: Class 19 contains 22114 members 
Mstep: Class 20 contains 103333 members 
Mstep: Class 21 contains 20665 members 
Mstep: Class 22 contains 42682 members 
Mstep: Class 23 contains 34395 members 
Mstep: Class 24 contains 10993 members 
Mstep: Class 25 contains 9254 members 
Mstep: Class 26 contains 12311 members 
Mstep: Class 27 contains 7566 members 
Mstep: Class 28 contains 16320 members 
Mstep: Class 29 contains 9138 members 
Mstep: Class 30 contains 93376 members 
Mstep: Class 31 contains 289218 members 
Mstep: Class 32 contains 5149 members 
Mstep: Class 33 contains 7844 members 
Mstep: Class 34 contains 1996 members 
Mstep: Class 35 contains 3023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157137616.000000 Penalty: 124097.632812
Iteration 181Q: 36 clusters Score -1.571376e+08 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4772 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 8424 members 
Mstep: Class 5 contains 64900 members 
Mstep: Class 6 contains 7810 members 
Mstep: Class 7 contains 16818 members 
Mstep: Class 8 contains 41456 members 
Mstep: Class 9 contains 14802 members 
Mstep: Class 10 contains 25577 members 
Mstep: Class 11 contains 65889 members 
Mstep: Class 12 contains 39247 members 
Mstep: Class 13 contains 196331 members 
Mstep: Class 14 contains 19097 members 
Mstep: Class 15 contains 10879 members 
Mstep: Class 16 contains 5482 members 
Mstep: Class 17 contains 64539 members 
Mstep: Class 18 contains 335886 members 
Mstep: Class 19 contains 22125 members 
Mstep: Class 20 contains 104517 members 
Mstep: Class 21 contains 20678 members 
Mstep: Class 22 contains 42680 members 
Mstep: Class 23 contains 34358 members 
Mstep: Class 24 contains 10991 members 
Mstep: Class 25 contains 9253 members 
Mstep: Class 26 contains 12319 members 
Mstep: Class 27 contains 7566 members 
Mstep: Class 28 contains 16320 members 
Mstep: Class 29 contains 9140 members 
Mstep: Class 30 contains 93442 members 
Mstep: Class 31 contains 289155 members 
Mstep: Class 32 contains 5150 members 
Mstep: Class 33 contains 7845 members 
Mstep: Class 34 contains 1996 members 
Mstep: Class 35 contains 3027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157137904.000000 Penalty: 124097.632812
Iteration 182Q: 36 clusters Score -1.571379e+08 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4772 members 
Mstep: Class 3 contains 1538 members 
Mstep: Class 4 contains 8425 members 
Mstep: Class 5 contains 64903 members 
Mstep: Class 6 contains 7810 members 
Mstep: Class 7 contains 16819 members 
Mstep: Class 8 contains 41463 members 
Mstep: Class 9 contains 14802 members 
Mstep: Class 10 contains 25553 members 
Mstep: Class 11 contains 65789 members 
Mstep: Class 12 contains 39250 members 
Mstep: Class 13 contains 196037 members 
Mstep: Class 14 contains 19088 members 
Mstep: Class 15 contains 10880 members 
Mstep: Class 16 contains 5484 members 
Mstep: Class 17 contains 64147 members 
Mstep: Class 18 contains 335523 members 
Mstep: Class 19 contains 22132 members 
Mstep: Class 20 contains 105650 members 
Mstep: Class 21 contains 20703 members 
Mstep: Class 22 contains 42670 members 
Mstep: Class 23 contains 34323 members 
Mstep: Class 24 contains 10986 members 
Mstep: Class 25 contains 9252 members 
Mstep: Class 26 contains 12324 members 
Mstep: Class 27 contains 7570 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9140 members 
Mstep: Class 30 contains 93536 members 
Mstep: Class 31 contains 289107 members 
Mstep: Class 32 contains 5152 members 
Mstep: Class 33 contains 7839 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 3029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157138192.000000 Penalty: 124097.632812
Iteration 183Q: 36 clusters Score -1.571382e+08 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4782 members 
Mstep: Class 3 contains 1534 members 
Mstep: Class 4 contains 8426 members 
Mstep: Class 5 contains 64897 members 
Mstep: Class 6 contains 7804 members 
Mstep: Class 7 contains 16814 members 
Mstep: Class 8 contains 41471 members 
Mstep: Class 9 contains 14800 members 
Mstep: Class 10 contains 25530 members 
Mstep: Class 11 contains 65711 members 
Mstep: Class 12 contains 39254 members 
Mstep: Class 13 contains 195747 members 
Mstep: Class 14 contains 19087 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 5485 members 
Mstep: Class 17 contains 63769 members 
Mstep: Class 18 contains 335181 members 
Mstep: Class 19 contains 22148 members 
Mstep: Class 20 contains 106770 members 
Mstep: Class 21 contains 20725 members 
Mstep: Class 22 contains 42678 members 
Mstep: Class 23 contains 34280 members 
Mstep: Class 24 contains 10983 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12328 members 
Mstep: Class 27 contains 7569 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9140 members 
Mstep: Class 30 contains 93620 members 
Mstep: Class 31 contains 289015 members 
Mstep: Class 32 contains 5151 members 
Mstep: Class 33 contains 7835 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157138496.000000 Penalty: 124097.632812
Iteration 184Q: 36 clusters Score -1.571385e+08 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4782 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 8423 members 
Mstep: Class 5 contains 64897 members 
Mstep: Class 6 contains 7804 members 
Mstep: Class 7 contains 16811 members 
Mstep: Class 8 contains 41462 members 
Mstep: Class 9 contains 14797 members 
Mstep: Class 10 contains 25508 members 
Mstep: Class 11 contains 65639 members 
Mstep: Class 12 contains 39285 members 
Mstep: Class 13 contains 195458 members 
Mstep: Class 14 contains 19080 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 5484 members 
Mstep: Class 17 contains 63381 members 
Mstep: Class 18 contains 334847 members 
Mstep: Class 19 contains 22164 members 
Mstep: Class 20 contains 107857 members 
Mstep: Class 21 contains 20741 members 
Mstep: Class 22 contains 42679 members 
Mstep: Class 23 contains 34255 members 
Mstep: Class 24 contains 10985 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12329 members 
Mstep: Class 27 contains 7571 members 
Mstep: Class 28 contains 16319 members 
Mstep: Class 29 contains 9138 members 
Mstep: Class 30 contains 93706 members 
Mstep: Class 31 contains 288935 members 
Mstep: Class 32 contains 5154 members 
Mstep: Class 33 contains 7837 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 3033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157138752.000000 Penalty: 124097.632812
Iteration 185Q: 36 clusters Score -1.571388e+08 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4781 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 8423 members 
Mstep: Class 5 contains 64895 members 
Mstep: Class 6 contains 7800 members 
Mstep: Class 7 contains 16811 members 
Mstep: Class 8 contains 41460 members 
Mstep: Class 9 contains 14794 members 
Mstep: Class 10 contains 25485 members 
Mstep: Class 11 contains 65569 members 
Mstep: Class 12 contains 39295 members 
Mstep: Class 13 contains 195189 members 
Mstep: Class 14 contains 19060 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 5486 members 
Mstep: Class 17 contains 63012 members 
Mstep: Class 18 contains 334495 members 
Mstep: Class 19 contains 22173 members 
Mstep: Class 20 contains 108924 members 
Mstep: Class 21 contains 20752 members 
Mstep: Class 22 contains 42691 members 
Mstep: Class 23 contains 34247 members 
Mstep: Class 24 contains 10983 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12332 members 
Mstep: Class 27 contains 7575 members 
Mstep: Class 28 contains 16320 members 
Mstep: Class 29 contains 9140 members 
Mstep: Class 30 contains 93776 members 
Mstep: Class 31 contains 288873 members 
Mstep: Class 32 contains 5154 members 
Mstep: Class 33 contains 7840 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139152.000000 Penalty: 124097.632812
Iteration 186Q: 36 clusters Score -1.571392e+08 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4772 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 8422 members 
Mstep: Class 5 contains 64893 members 
Mstep: Class 6 contains 7809 members 
Mstep: Class 7 contains 16809 members 
Mstep: Class 8 contains 41463 members 
Mstep: Class 9 contains 14790 members 
Mstep: Class 10 contains 25472 members 
Mstep: Class 11 contains 65498 members 
Mstep: Class 12 contains 39319 members 
Mstep: Class 13 contains 194956 members 
Mstep: Class 14 contains 19044 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 5487 members 
Mstep: Class 17 contains 62695 members 
Mstep: Class 18 contains 334057 members 
Mstep: Class 19 contains 22178 members 
Mstep: Class 20 contains 109949 members 
Mstep: Class 21 contains 20765 members 
Mstep: Class 22 contains 42698 members 
Mstep: Class 23 contains 34252 members 
Mstep: Class 24 contains 10980 members 
Mstep: Class 25 contains 9252 members 
Mstep: Class 26 contains 12329 members 
Mstep: Class 27 contains 7572 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9139 members 
Mstep: Class 30 contains 93851 members 
Mstep: Class 31 contains 288818 members 
Mstep: Class 32 contains 5154 members 
Mstep: Class 33 contains 7843 members 
Mstep: Class 34 contains 1998 members 
Mstep: Class 35 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139264.000000 Penalty: 124097.632812
Iteration 187Q: 36 clusters Score -1.571393e+08 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4770 members 
Mstep: Class 3 contains 1513 members 
Mstep: Class 4 contains 8419 members 
Mstep: Class 5 contains 64901 members 
Mstep: Class 6 contains 7807 members 
Mstep: Class 7 contains 16808 members 
Mstep: Class 8 contains 41472 members 
Mstep: Class 9 contains 14789 members 
Mstep: Class 10 contains 25456 members 
Mstep: Class 11 contains 65410 members 
Mstep: Class 12 contains 39343 members 
Mstep: Class 13 contains 194738 members 
Mstep: Class 14 contains 19038 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 5489 members 
Mstep: Class 17 contains 62366 members 
Mstep: Class 18 contains 333653 members 
Mstep: Class 19 contains 22186 members 
Mstep: Class 20 contains 110991 members 
Mstep: Class 21 contains 20769 members 
Mstep: Class 22 contains 42697 members 
Mstep: Class 23 contains 34256 members 
Mstep: Class 24 contains 10979 members 
Mstep: Class 25 contains 9252 members 
Mstep: Class 26 contains 12329 members 
Mstep: Class 27 contains 7571 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9137 members 
Mstep: Class 30 contains 93914 members 
Mstep: Class 31 contains 288728 members 
Mstep: Class 32 contains 5154 members 
Mstep: Class 33 contains 7840 members 
Mstep: Class 34 contains 1998 members 
Mstep: Class 35 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139504.000000 Penalty: 124097.632812
Iteration 188Q: 36 clusters Score -1.571395e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4772 members 
Mstep: Class 3 contains 1513 members 
Mstep: Class 4 contains 8418 members 
Mstep: Class 5 contains 64905 members 
Mstep: Class 6 contains 7809 members 
Mstep: Class 7 contains 16810 members 
Mstep: Class 8 contains 41473 members 
Mstep: Class 9 contains 14788 members 
Mstep: Class 10 contains 25438 members 
Mstep: Class 11 contains 65343 members 
Mstep: Class 12 contains 39353 members 
Mstep: Class 13 contains 194521 members 
Mstep: Class 14 contains 19035 members 
Mstep: Class 15 contains 10883 members 
Mstep: Class 16 contains 5491 members 
Mstep: Class 17 contains 62082 members 
Mstep: Class 18 contains 333170 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 20 contains 112023 members 
Mstep: Class 21 contains 20776 members 
Mstep: Class 22 contains 42689 members 
Mstep: Class 23 contains 34267 members 
Mstep: Class 24 contains 10976 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12327 members 
Mstep: Class 27 contains 7570 members 
Mstep: Class 28 contains 16319 members 
Mstep: Class 29 contains 9137 members 
Mstep: Class 30 contains 94005 members 
Mstep: Class 31 contains 288648 members 
Mstep: Class 32 contains 5153 members 
Mstep: Class 33 contains 7836 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139872.000000 Penalty: 124097.632812
Iteration 189Q: 36 clusters Score -1.571399e+08 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 1513 members 
Mstep: Class 4 contains 8421 members 
Mstep: Class 5 contains 64917 members 
Mstep: Class 6 contains 7814 members 
Mstep: Class 7 contains 16811 members 
Mstep: Class 8 contains 41467 members 
Mstep: Class 9 contains 14786 members 
Mstep: Class 10 contains 25420 members 
Mstep: Class 11 contains 65277 members 
Mstep: Class 12 contains 39375 members 
Mstep: Class 13 contains 194304 members 
Mstep: Class 14 contains 19035 members 
Mstep: Class 15 contains 10885 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 61790 members 
Mstep: Class 18 contains 332677 members 
Mstep: Class 19 contains 22211 members 
Mstep: Class 20 contains 113034 members 
Mstep: Class 21 contains 20782 members 
Mstep: Class 22 contains 42692 members 
Mstep: Class 23 contains 34272 members 
Mstep: Class 24 contains 10969 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12330 members 
Mstep: Class 27 contains 7568 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9137 members 
Mstep: Class 30 contains 94105 members 
Mstep: Class 31 contains 288566 members 
Mstep: Class 32 contains 5153 members 
Mstep: Class 33 contains 7831 members 
Mstep: Class 34 contains 2001 members 
Mstep: Class 35 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140320.000000 Penalty: 124097.632812
Iteration 190Q: 36 clusters Score -1.571403e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 1512 members 
Mstep: Class 4 contains 8429 members 
Mstep: Class 5 contains 64921 members 
Mstep: Class 6 contains 7816 members 
Mstep: Class 7 contains 16807 members 
Mstep: Class 8 contains 41458 members 
Mstep: Class 9 contains 14784 members 
Mstep: Class 10 contains 25400 members 
Mstep: Class 11 contains 65206 members 
Mstep: Class 12 contains 39386 members 
Mstep: Class 13 contains 194048 members 
Mstep: Class 14 contains 19026 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 5494 members 
Mstep: Class 17 contains 61510 members 
Mstep: Class 18 contains 332233 members 
Mstep: Class 19 contains 22232 members 
Mstep: Class 20 contains 114051 members 
Mstep: Class 21 contains 20794 members 
Mstep: Class 22 contains 42699 members 
Mstep: Class 23 contains 34293 members 
Mstep: Class 24 contains 10964 members 
Mstep: Class 25 contains 9252 members 
Mstep: Class 26 contains 12330 members 
Mstep: Class 27 contains 7565 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9136 members 
Mstep: Class 30 contains 94207 members 
Mstep: Class 31 contains 288462 members 
Mstep: Class 32 contains 5152 members 
Mstep: Class 33 contains 7829 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140640.000000 Penalty: 124097.632812
Iteration 191Q: 36 clusters Score -1.571406e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4770 members 
Mstep: Class 3 contains 1512 members 
Mstep: Class 4 contains 8434 members 
Mstep: Class 5 contains 64926 members 
Mstep: Class 6 contains 7819 members 
Mstep: Class 7 contains 16801 members 
Mstep: Class 8 contains 41460 members 
Mstep: Class 9 contains 14783 members 
Mstep: Class 10 contains 25388 members 
Mstep: Class 11 contains 65152 members 
Mstep: Class 12 contains 39393 members 
Mstep: Class 13 contains 193843 members 
Mstep: Class 14 contains 19029 members 
Mstep: Class 15 contains 10888 members 
Mstep: Class 16 contains 5493 members 
Mstep: Class 17 contains 61249 members 
Mstep: Class 18 contains 331697 members 
Mstep: Class 19 contains 22241 members 
Mstep: Class 20 contains 115029 members 
Mstep: Class 21 contains 20798 members 
Mstep: Class 22 contains 42704 members 
Mstep: Class 23 contains 34322 members 
Mstep: Class 24 contains 10960 members 
Mstep: Class 25 contains 9253 members 
Mstep: Class 26 contains 12329 members 
Mstep: Class 27 contains 7567 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9137 members 
Mstep: Class 30 contains 94323 members 
Mstep: Class 31 contains 288372 members 
Mstep: Class 32 contains 5152 members 
Mstep: Class 33 contains 7828 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140752.000000 Penalty: 124097.632812
Iteration 192Q: 36 clusters Score -1.571408e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4770 members 
Mstep: Class 3 contains 1511 members 
Mstep: Class 4 contains 8439 members 
Mstep: Class 5 contains 64930 members 
Mstep: Class 6 contains 7820 members 
Mstep: Class 7 contains 16800 members 
Mstep: Class 8 contains 41446 members 
Mstep: Class 9 contains 14781 members 
Mstep: Class 10 contains 25375 members 
Mstep: Class 11 contains 65118 members 
Mstep: Class 12 contains 39404 members 
Mstep: Class 13 contains 193631 members 
Mstep: Class 14 contains 19028 members 
Mstep: Class 15 contains 10890 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 61020 members 
Mstep: Class 18 contains 331199 members 
Mstep: Class 19 contains 22243 members 
Mstep: Class 20 contains 115927 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 42714 members 
Mstep: Class 23 contains 34341 members 
Mstep: Class 24 contains 10961 members 
Mstep: Class 25 contains 9254 members 
Mstep: Class 26 contains 12332 members 
Mstep: Class 27 contains 7567 members 
Mstep: Class 28 contains 16320 members 
Mstep: Class 29 contains 9137 members 
Mstep: Class 30 contains 94433 members 
Mstep: Class 31 contains 288305 members 
Mstep: Class 32 contains 5152 members 
Mstep: Class 33 contains 7827 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140848.000000 Penalty: 124097.632812
Iteration 193Q: 36 clusters Score -1.571408e+08 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4770 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 8444 members 
Mstep: Class 5 contains 64932 members 
Mstep: Class 6 contains 7820 members 
Mstep: Class 7 contains 16797 members 
Mstep: Class 8 contains 41444 members 
Mstep: Class 9 contains 14778 members 
Mstep: Class 10 contains 25363 members 
Mstep: Class 11 contains 65094 members 
Mstep: Class 12 contains 39412 members 
Mstep: Class 13 contains 193452 members 
Mstep: Class 14 contains 19031 members 
Mstep: Class 15 contains 10891 members 
Mstep: Class 16 contains 5493 members 
Mstep: Class 17 contains 60791 members 
Mstep: Class 18 contains 330706 members 
Mstep: Class 19 contains 22256 members 
Mstep: Class 20 contains 116782 members 
Mstep: Class 21 contains 20801 members 
Mstep: Class 22 contains 42722 members 
Mstep: Class 23 contains 34357 members 
Mstep: Class 24 contains 10955 members 
Mstep: Class 25 contains 9254 members 
Mstep: Class 26 contains 12328 members 
Mstep: Class 27 contains 7568 members 
Mstep: Class 28 contains 16319 members 
Mstep: Class 29 contains 9135 members 
Mstep: Class 30 contains 94552 members 
Mstep: Class 31 contains 288237 members 
Mstep: Class 32 contains 5152 members 
Mstep: Class 33 contains 7826 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140944.000000 Penalty: 124097.632812
Iteration 194Q: 36 clusters Score -1.571409e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 8448 members 
Mstep: Class 5 contains 64948 members 
Mstep: Class 6 contains 7819 members 
Mstep: Class 7 contains 16796 members 
Mstep: Class 8 contains 41444 members 
Mstep: Class 9 contains 14778 members 
Mstep: Class 10 contains 25336 members 
Mstep: Class 11 contains 65046 members 
Mstep: Class 12 contains 39419 members 
Mstep: Class 13 contains 193253 members 
Mstep: Class 14 contains 19038 members 
Mstep: Class 15 contains 10892 members 
Mstep: Class 16 contains 5495 members 
Mstep: Class 17 contains 60587 members 
Mstep: Class 18 contains 330218 members 
Mstep: Class 19 contains 22270 members 
Mstep: Class 20 contains 117589 members 
Mstep: Class 21 contains 20815 members 
Mstep: Class 22 contains 42724 members 
Mstep: Class 23 contains 34364 members 
Mstep: Class 24 contains 10953 members 
Mstep: Class 25 contains 9253 members 
Mstep: Class 26 contains 12326 members 
Mstep: Class 27 contains 7568 members 
Mstep: Class 28 contains 16320 members 
Mstep: Class 29 contains 9135 members 
Mstep: Class 30 contains 94674 members 
Mstep: Class 31 contains 288196 members 
Mstep: Class 32 contains 5154 members 
Mstep: Class 33 contains 7833 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141216.000000 Penalty: 124097.632812
Iteration 195Q: 36 clusters Score -1.571412e+08 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 8444 members 
Mstep: Class 5 contains 64965 members 
Mstep: Class 6 contains 7823 members 
Mstep: Class 7 contains 16792 members 
Mstep: Class 8 contains 41440 members 
Mstep: Class 9 contains 14776 members 
Mstep: Class 10 contains 25313 members 
Mstep: Class 11 contains 65006 members 
Mstep: Class 12 contains 39434 members 
Mstep: Class 13 contains 193072 members 
Mstep: Class 14 contains 19043 members 
Mstep: Class 15 contains 10893 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 60367 members 
Mstep: Class 18 contains 329657 members 
Mstep: Class 19 contains 22277 members 
Mstep: Class 20 contains 118422 members 
Mstep: Class 21 contains 20835 members 
Mstep: Class 22 contains 42728 members 
Mstep: Class 23 contains 34391 members 
Mstep: Class 24 contains 10955 members 
Mstep: Class 25 contains 9253 members 
Mstep: Class 26 contains 12329 members 
Mstep: Class 27 contains 7567 members 
Mstep: Class 28 contains 16322 members 
Mstep: Class 29 contains 9133 members 
Mstep: Class 30 contains 94792 members 
Mstep: Class 31 contains 288181 members 
Mstep: Class 32 contains 5154 members 
Mstep: Class 33 contains 7837 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141296.000000 Penalty: 124097.632812
Iteration 196Q: 36 clusters Score -1.571413e+08 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 8444 members 
Mstep: Class 5 contains 65003 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 16788 members 
Mstep: Class 8 contains 41446 members 
Mstep: Class 9 contains 14775 members 
Mstep: Class 10 contains 25291 members 
Mstep: Class 11 contains 64935 members 
Mstep: Class 12 contains 39456 members 
Mstep: Class 13 contains 192922 members 
Mstep: Class 14 contains 19046 members 
Mstep: Class 15 contains 10892 members 
Mstep: Class 16 contains 5497 members 
Mstep: Class 17 contains 60161 members 
Mstep: Class 18 contains 329039 members 
Mstep: Class 19 contains 22280 members 
Mstep: Class 20 contains 119291 members 
Mstep: Class 21 contains 20856 members 
Mstep: Class 22 contains 42734 members 
Mstep: Class 23 contains 34412 members 
Mstep: Class 24 contains 10953 members 
Mstep: Class 25 contains 9253 members 
Mstep: Class 26 contains 12333 members 
Mstep: Class 27 contains 7565 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9131 members 
Mstep: Class 30 contains 94918 members 
Mstep: Class 31 contains 288148 members 
Mstep: Class 32 contains 5154 members 
Mstep: Class 33 contains 7834 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141328.000000 Penalty: 124097.632812
Iteration 197Q: 36 clusters Score -1.571413e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 3 contains 1490 members 
Mstep: Class 4 contains 8447 members 
Mstep: Class 5 contains 65046 members 
Mstep: Class 6 contains 7832 members 
Mstep: Class 7 contains 16788 members 
Mstep: Class 8 contains 41442 members 
Mstep: Class 9 contains 14773 members 
Mstep: Class 10 contains 25271 members 
Mstep: Class 11 contains 64861 members 
Mstep: Class 12 contains 39490 members 
Mstep: Class 13 contains 192795 members 
Mstep: Class 14 contains 19049 members 
Mstep: Class 15 contains 10892 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 60001 members 
Mstep: Class 18 contains 328368 members 
Mstep: Class 19 contains 22284 members 
Mstep: Class 20 contains 120121 members 
Mstep: Class 21 contains 20877 members 
Mstep: Class 22 contains 42751 members 
Mstep: Class 23 contains 34425 members 
Mstep: Class 24 contains 10952 members 
Mstep: Class 25 contains 9253 members 
Mstep: Class 26 contains 12337 members 
Mstep: Class 27 contains 7565 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9133 members 
Mstep: Class 30 contains 95047 members 
Mstep: Class 31 contains 288106 members 
Mstep: Class 32 contains 5155 members 
Mstep: Class 33 contains 7832 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141520.000000 Penalty: 124097.632812
Iteration 198Q: 36 clusters Score -1.571415e+08 nChanged 2355
Entering ConstructFrom: 
Score: -157141520.000000 Penalty: 124097.632812
Entering ConstructFrom: 
Trying to split cluster 1 (4384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Entering Unmasked Estep 
Score: -417880.312500 Penalty: 2079.657715
	Iteration 0F: 2 clusters Score -417880.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -413729.437500 Penalty: 4159.315430
	Iteration 0F: 3 clusters Score -413729.4 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -414758.781250 Penalty: 4159.315430
	Iteration 1F: 3 clusters Score -414758.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -415018.218750 Penalty: 4159.315430
	Iteration 2F: 3 clusters Score -415018.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -415226.500000 Penalty: 4159.315430
	Iteration 3F: 3 clusters Score -415226.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -415349.218750 Penalty: 4159.315430
	Iteration 4Q: 3 clusters Score -415349.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -415431.312500 Penalty: 4159.315430
	Iteration 5Q: 3 clusters Score -415431.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -415487.281250 Penalty: 4159.315430
	Iteration 6Q: 3 clusters Score -415487.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -415533.093750 Penalty: 4159.315430
	Iteration 7Q: 3 clusters Score -415533.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -415577.562500 Penalty: 4159.315430
	Iteration 8Q: 3 clusters Score -415577.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -415611.281250 Penalty: 4159.315430
	Iteration 9Q: 3 clusters Score -415611.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -415639.781250 Penalty: 4159.315430
	Iteration 10Q: 3 clusters Score -415639.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -415680.531250 Penalty: 4159.315430
	Iteration 11Q: 3 clusters Score -415680.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -415725.031250 Penalty: 4159.315430
	Iteration 12Q: 3 clusters Score -415725 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -415775.562500 Penalty: 4159.315430
	Iteration 13Q: 3 clusters Score -415775.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -415844.656250 Penalty: 4159.315430
	Iteration 14Q: 3 clusters Score -415844.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -415941.406250 Penalty: 4159.315430
	Iteration 15Q: 3 clusters Score -415941.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -416091.218750 Penalty: 4159.315430
	Iteration 16Q: 3 clusters Score -416091.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -416260.000000 Penalty: 4159.315430
	Iteration 17Q: 3 clusters Score -416260 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -416406.593750 Penalty: 4159.315430
	Iteration 18Q: 3 clusters Score -416406.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -416523.250000 Penalty: 4159.315430
	Iteration 19Q: 3 clusters Score -416523.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -416638.375000 Penalty: 4159.315430
	Iteration 20F: 3 clusters Score -416638.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -416722.187500 Penalty: 4159.315430
	Iteration 21Q: 3 clusters Score -416722.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -416779.406250 Penalty: 4159.315430
	Iteration 22Q: 3 clusters Score -416779.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -416824.468750 Penalty: 4159.315430
	Iteration 23Q: 3 clusters Score -416824.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -416860.406250 Penalty: 4159.315430
	Iteration 24Q: 3 clusters Score -416860.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -416896.250000 Penalty: 4159.315430
	Iteration 25Q: 3 clusters Score -416896.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -416917.531250 Penalty: 4159.315430
	Iteration 26Q: 3 clusters Score -416917.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -416934.718750 Penalty: 4159.315430
	Iteration 27Q: 3 clusters Score -416934.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -416947.687500 Penalty: 4159.315430
	Iteration 28Q: 3 clusters Score -416947.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -416959.125000 Penalty: 4159.315430
	Iteration 29Q: 3 clusters Score -416959.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -416969.281250 Penalty: 4159.315430
	Iteration 30Q: 3 clusters Score -416969.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -416972.250000 Penalty: 4159.315430
	Iteration 31Q: 3 clusters Score -416972.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -416977.093750 Penalty: 4159.315430
	Iteration 32Q: 3 clusters Score -416977.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -416978.656250 Penalty: 4159.315430
	Iteration 33Q: 3 clusters Score -416978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -416978.687500 Penalty: 4159.315430
	Iteration 34Q: 3 clusters Score -416978.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -416981.312500 Penalty: 4159.315430
	Iteration 35Q: 3 clusters Score -416981.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -416980.625000 Penalty: 4159.315430
	Iteration 36Q: 3 clusters Score -416980.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -416980.625000 Penalty: 4159.315430
	Iteration 37F: 3 clusters Score -416980.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Entering Unmasked Estep 
Score: -398473.031250 Penalty: 2100.325195
	Iteration 0F: 2 clusters Score -398473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -394101.437500 Penalty: 4200.650391
	Iteration 0F: 3 clusters Score -394101.4 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -395305.656250 Penalty: 4200.650391
	Iteration 1F: 3 clusters Score -395305.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -395643.781250 Penalty: 4200.650391
	Iteration 2F: 3 clusters Score -395643.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -395863.531250 Penalty: 4200.650391
	Iteration 3F: 3 clusters Score -395863.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -396015.687500 Penalty: 4200.650391
	Iteration 4Q: 3 clusters Score -396015.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -396148.312500 Penalty: 4200.650391
	Iteration 5Q: 3 clusters Score -396148.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -396246.125000 Penalty: 4200.650391
	Iteration 6Q: 3 clusters Score -396246.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -396322.531250 Penalty: 4200.650391
	Iteration 7Q: 3 clusters Score -396322.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -396410.750000 Penalty: 4200.650391
	Iteration 8Q: 3 clusters Score -396410.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -396487.062500 Penalty: 4200.650391
	Iteration 9Q: 3 clusters Score -396487.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -396530.656250 Penalty: 4200.650391
	Iteration 10Q: 3 clusters Score -396530.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -396564.843750 Penalty: 4200.650391
	Iteration 11Q: 3 clusters Score -396564.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -396594.562500 Penalty: 4200.650391
	Iteration 12Q: 3 clusters Score -396594.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -396623.218750 Penalty: 4200.650391
	Iteration 13Q: 3 clusters Score -396623.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -396639.343750 Penalty: 4200.650391
	Iteration 14Q: 3 clusters Score -396639.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -396652.875000 Penalty: 4200.650391
	Iteration 15Q: 3 clusters Score -396652.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -396668.093750 Penalty: 4200.650391
	Iteration 16Q: 3 clusters Score -396668.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -396687.531250 Penalty: 4200.650391
	Iteration 17Q: 3 clusters Score -396687.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -396704.187500 Penalty: 4200.650391
	Iteration 18Q: 3 clusters Score -396704.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -396715.843750 Penalty: 4200.650391
	Iteration 19Q: 3 clusters Score -396715.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -396724.781250 Penalty: 4200.650391
	Iteration 20F: 3 clusters Score -396724.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -396736.437500 Penalty: 4200.650391
	Iteration 21Q: 3 clusters Score -396736.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -396748.718750 Penalty: 4200.650391
	Iteration 22Q: 3 clusters Score -396748.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -396761.156250 Penalty: 4200.650391
	Iteration 23Q: 3 clusters Score -396761.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -396774.625000 Penalty: 4200.650391
	Iteration 24Q: 3 clusters Score -396774.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -396792.250000 Penalty: 4200.650391
	Iteration 25Q: 3 clusters Score -396792.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -396812.062500 Penalty: 4200.650391
	Iteration 26Q: 3 clusters Score -396812.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -396825.343750 Penalty: 4200.650391
	Iteration 27Q: 3 clusters Score -396825.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -396835.750000 Penalty: 4200.650391
	Iteration 28Q: 3 clusters Score -396835.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -396850.906250 Penalty: 4200.650391
	Iteration 29Q: 3 clusters Score -396850.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -396864.937500 Penalty: 4200.650391
	Iteration 30Q: 3 clusters Score -396864.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -396876.031250 Penalty: 4200.650391
	Iteration 31Q: 3 clusters Score -396876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -396883.843750 Penalty: 4200.650391
	Iteration 32Q: 3 clusters Score -396883.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -396892.875000 Penalty: 4200.650391
	Iteration 33Q: 3 clusters Score -396892.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -396909.781250 Penalty: 4200.650391
	Iteration 34Q: 3 clusters Score -396909.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -396920.250000 Penalty: 4200.650391
	Iteration 35Q: 3 clusters Score -396920.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -396923.156250 Penalty: 4200.650391
	Iteration 36Q: 3 clusters Score -396923.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -396928.718750 Penalty: 4200.650391
	Iteration 37Q: 3 clusters Score -396928.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -396935.218750 Penalty: 4200.650391
	Iteration 38Q: 3 clusters Score -396935.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -396941.312500 Penalty: 4200.650391
	Iteration 39Q: 3 clusters Score -396941.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -396951.125000 Penalty: 4200.650391
	Iteration 40F: 3 clusters Score -396951.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -396958.062500 Penalty: 4200.650391
	Iteration 41Q: 3 clusters Score -396958.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -396962.781250 Penalty: 4200.650391
	Iteration 42Q: 3 clusters Score -396962.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -396967.125000 Penalty: 4200.650391
	Iteration 43Q: 3 clusters Score -396967.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -396972.843750 Penalty: 4200.650391
	Iteration 44Q: 3 clusters Score -396972.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -396976.656250 Penalty: 4200.650391
	Iteration 45Q: 3 clusters Score -396976.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -396981.468750 Penalty: 4200.650391
	Iteration 46Q: 3 clusters Score -396981.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -396987.218750 Penalty: 4200.650391
	Iteration 47Q: 3 clusters Score -396987.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -396995.968750 Penalty: 4200.650391
	Iteration 48Q: 3 clusters Score -396996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -397000.437500 Penalty: 4200.650391
	Iteration 49Q: 3 clusters Score -397000.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -397003.781250 Penalty: 4200.650391
	Iteration 50Q: 3 clusters Score -397003.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -397007.375000 Penalty: 4200.650391
	Iteration 51Q: 3 clusters Score -397007.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -397012.250000 Penalty: 4200.650391
	Iteration 52Q: 3 clusters Score -397012.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -397014.718750 Penalty: 4200.650391
	Iteration 53Q: 3 clusters Score -397014.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -397019.468750 Penalty: 4200.650391
	Iteration 54Q: 3 clusters Score -397019.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -397028.125000 Penalty: 4200.650391
	Iteration 55Q: 3 clusters Score -397028.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -397037.531250 Penalty: 4200.650391
	Iteration 56Q: 3 clusters Score -397037.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -397051.656250 Penalty: 4200.650391
	Iteration 57Q: 3 clusters Score -397051.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -397060.125000 Penalty: 4200.650391
	Iteration 58Q: 3 clusters Score -397060.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -397069.031250 Penalty: 4200.650391
	Iteration 59Q: 3 clusters Score -397069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -397082.406250 Penalty: 4200.650391
	Iteration 60F: 3 clusters Score -397082.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -397090.187500 Penalty: 4200.650391
	Iteration 61Q: 3 clusters Score -397090.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -397095.875000 Penalty: 4200.650391
	Iteration 62Q: 3 clusters Score -397095.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -397098.531250 Penalty: 4200.650391
	Iteration 63Q: 3 clusters Score -397098.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -397101.500000 Penalty: 4200.650391
	Iteration 64Q: 3 clusters Score -397101.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -397115.937500 Penalty: 4200.650391
	Iteration 65Q: 3 clusters Score -397115.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -397128.125000 Penalty: 4200.650391
	Iteration 66Q: 3 clusters Score -397128.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -397153.625000 Penalty: 4200.650391
	Iteration 67Q: 3 clusters Score -397153.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -397176.781250 Penalty: 4200.650391
	Iteration 68Q: 3 clusters Score -397176.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -397184.687500 Penalty: 4200.650391
	Iteration 69Q: 3 clusters Score -397184.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -397195.218750 Penalty: 4200.650391
	Iteration 70Q: 3 clusters Score -397195.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -397201.156250 Penalty: 4200.650391
	Iteration 71Q: 3 clusters Score -397201.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -397207.375000 Penalty: 4200.650391
	Iteration 72Q: 3 clusters Score -397207.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -397211.625000 Penalty: 4200.650391
	Iteration 73Q: 3 clusters Score -397211.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -397215.250000 Penalty: 4200.650391
	Iteration 74Q: 3 clusters Score -397215.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -397220.968750 Penalty: 4200.650391
	Iteration 75Q: 3 clusters Score -397221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -397222.437500 Penalty: 4200.650391
	Iteration 76Q: 3 clusters Score -397222.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -397225.218750 Penalty: 4200.650391
	Iteration 77Q: 3 clusters Score -397225.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -397227.750000 Penalty: 4200.650391
	Iteration 78Q: 3 clusters Score -397227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -397230.906250 Penalty: 4200.650391
	Iteration 79Q: 3 clusters Score -397230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -397232.625000 Penalty: 4200.650391
	Iteration 80F: 3 clusters Score -397232.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -397235.218750 Penalty: 4200.650391
	Iteration 81Q: 3 clusters Score -397235.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -397238.531250 Penalty: 4200.650391
	Iteration 82Q: 3 clusters Score -397238.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -397242.875000 Penalty: 4200.650391
	Iteration 83Q: 3 clusters Score -397242.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -397251.218750 Penalty: 4200.650391
	Iteration 84Q: 3 clusters Score -397251.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -397256.250000 Penalty: 4200.650391
	Iteration 85Q: 3 clusters Score -397256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -397256.500000 Penalty: 4200.650391
	Iteration 86Q: 3 clusters Score -397256.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -397256.750000 Penalty: 4200.650391
	Iteration 87Q: 3 clusters Score -397256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -397258.125000 Penalty: 4200.650391
	Iteration 88Q: 3 clusters Score -397258.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -397260.468750 Penalty: 4200.650391
	Iteration 89Q: 3 clusters Score -397260.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -397261.906250 Penalty: 4200.650391
	Iteration 90Q: 3 clusters Score -397261.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -397262.437500 Penalty: 4200.650391
	Iteration 91Q: 3 clusters Score -397262.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -397266.406250 Penalty: 4200.650391
	Iteration 92Q: 3 clusters Score -397266.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -397267.625000 Penalty: 4200.650391
	Iteration 93Q: 3 clusters Score -397267.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -397268.812500 Penalty: 4200.650391
	Iteration 94Q: 3 clusters Score -397268.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -397268.937500 Penalty: 4200.650391
	Iteration 95Q: 3 clusters Score -397268.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -397268.937500 Penalty: 4200.650391
	Iteration 96F: 3 clusters Score -397268.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -138609.265625 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -138609.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -136337.765625 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -136337.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -136691.203125 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -136691.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -136804.859375 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -136804.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -136854.265625 Penalty: 3622.706055
	Iteration 3Q: 3 clusters Score -136854.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -136887.296875 Penalty: 3622.706055
	Iteration 4Q: 3 clusters Score -136887.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -136922.937500 Penalty: 3622.706055
	Iteration 5Q: 3 clusters Score -136922.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -136962.593750 Penalty: 3622.706055
	Iteration 6Q: 3 clusters Score -136962.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -137007.796875 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -137007.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -137070.343750 Penalty: 3622.706055
	Iteration 8Q: 3 clusters Score -137070.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -137119.515625 Penalty: 3622.706055
	Iteration 9Q: 3 clusters Score -137119.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -137175.468750 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -137175.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -137214.687500 Penalty: 3622.706055
	Iteration 11Q: 3 clusters Score -137214.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -137255.390625 Penalty: 3622.706055
	Iteration 12Q: 3 clusters Score -137255.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -137290.203125 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -137290.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -137315.250000 Penalty: 3622.706055
	Iteration 14Q: 3 clusters Score -137315.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -137334.921875 Penalty: 3622.706055
	Iteration 15Q: 3 clusters Score -137334.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137350.203125 Penalty: 3622.706055
	Iteration 16Q: 3 clusters Score -137350.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -137363.406250 Penalty: 3622.706055
	Iteration 17Q: 3 clusters Score -137363.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -137369.703125 Penalty: 3622.706055
	Iteration 18Q: 3 clusters Score -137369.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -137376.718750 Penalty: 3622.706055
	Iteration 19Q: 3 clusters Score -137376.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -137394.796875 Penalty: 3622.706055
	Iteration 20F: 3 clusters Score -137394.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -137422.140625 Penalty: 3622.706055
	Iteration 21Q: 3 clusters Score -137422.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -137434.093750 Penalty: 3622.706055
	Iteration 22Q: 3 clusters Score -137434.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -137438.562500 Penalty: 3622.706055
	Iteration 23Q: 3 clusters Score -137438.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -137444.859375 Penalty: 3622.706055
	Iteration 24Q: 3 clusters Score -137444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -137446.718750 Penalty: 3622.706055
	Iteration 25Q: 3 clusters Score -137446.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -137446.718750 Penalty: 3622.706055
	Iteration 26F: 3 clusters Score -137446.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Entering Unmasked Estep 
Score: -844613.375000 Penalty: 2242.249756
	Iteration 0F: 2 clusters Score -844613.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -837842.000000 Penalty: 4484.499512
	Iteration 0F: 3 clusters Score -837842 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -839772.812500 Penalty: 4484.499512
	Iteration 1F: 3 clusters Score -839772.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -840075.312500 Penalty: 4484.499512
	Iteration 2F: 3 clusters Score -840075.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -840273.000000 Penalty: 4484.499512
	Iteration 3F: 3 clusters Score -840273 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -840432.312500 Penalty: 4484.499512
	Iteration 4Q: 3 clusters Score -840432.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -840569.375000 Penalty: 4484.499512
	Iteration 5Q: 3 clusters Score -840569.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -840716.875000 Penalty: 4484.499512
	Iteration 6Q: 3 clusters Score -840716.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -840869.062500 Penalty: 4484.499512
	Iteration 7Q: 3 clusters Score -840869.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -841057.250000 Penalty: 4484.499512
	Iteration 8Q: 3 clusters Score -841057.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -841230.375000 Penalty: 4484.499512
	Iteration 9Q: 3 clusters Score -841230.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -841372.375000 Penalty: 4484.499512
	Iteration 10Q: 3 clusters Score -841372.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -841495.125000 Penalty: 4484.499512
	Iteration 11Q: 3 clusters Score -841495.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -841598.062500 Penalty: 4484.499512
	Iteration 12Q: 3 clusters Score -841598.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -841694.875000 Penalty: 4484.499512
	Iteration 13Q: 3 clusters Score -841694.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -841785.125000 Penalty: 4484.499512
	Iteration 14Q: 3 clusters Score -841785.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -841848.125000 Penalty: 4484.499512
	Iteration 15Q: 3 clusters Score -841848.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -841894.562500 Penalty: 4484.499512
	Iteration 16Q: 3 clusters Score -841894.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -841924.750000 Penalty: 4484.499512
	Iteration 17Q: 3 clusters Score -841924.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -841945.250000 Penalty: 4484.499512
	Iteration 18Q: 3 clusters Score -841945.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -841966.687500 Penalty: 4484.499512
	Iteration 19Q: 3 clusters Score -841966.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -841984.500000 Penalty: 4484.499512
	Iteration 20F: 3 clusters Score -841984.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -842000.250000 Penalty: 4484.499512
	Iteration 21Q: 3 clusters Score -842000.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -842015.437500 Penalty: 4484.499512
	Iteration 22Q: 3 clusters Score -842015.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -842026.562500 Penalty: 4484.499512
	Iteration 23Q: 3 clusters Score -842026.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -842036.937500 Penalty: 4484.499512
	Iteration 24Q: 3 clusters Score -842036.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -842049.750000 Penalty: 4484.499512
	Iteration 25Q: 3 clusters Score -842049.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -842054.750000 Penalty: 4484.499512
	Iteration 26Q: 3 clusters Score -842054.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -842063.375000 Penalty: 4484.499512
	Iteration 27Q: 3 clusters Score -842063.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -842068.250000 Penalty: 4484.499512
	Iteration 28Q: 3 clusters Score -842068.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -842071.375000 Penalty: 4484.499512
	Iteration 29Q: 3 clusters Score -842071.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -842075.312500 Penalty: 4484.499512
	Iteration 30Q: 3 clusters Score -842075.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -842077.625000 Penalty: 4484.499512
	Iteration 31Q: 3 clusters Score -842077.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -842083.625000 Penalty: 4484.499512
	Iteration 32Q: 3 clusters Score -842083.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -842086.187500 Penalty: 4484.499512
	Iteration 33Q: 3 clusters Score -842086.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -842090.437500 Penalty: 4484.499512
	Iteration 34Q: 3 clusters Score -842090.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -842094.437500 Penalty: 4484.499512
	Iteration 35Q: 3 clusters Score -842094.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -842099.937500 Penalty: 4484.499512
	Iteration 36Q: 3 clusters Score -842099.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -842105.375000 Penalty: 4484.499512
	Iteration 37Q: 3 clusters Score -842105.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -842108.500000 Penalty: 4484.499512
	Iteration 38Q: 3 clusters Score -842108.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -842114.500000 Penalty: 4484.499512
	Iteration 39Q: 3 clusters Score -842114.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -842121.437500 Penalty: 4484.499512
	Iteration 40F: 3 clusters Score -842121.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -842129.500000 Penalty: 4484.499512
	Iteration 41Q: 3 clusters Score -842129.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -842139.625000 Penalty: 4484.499512
	Iteration 42Q: 3 clusters Score -842139.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -842147.062500 Penalty: 4484.499512
	Iteration 43Q: 3 clusters Score -842147.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -842156.187500 Penalty: 4484.499512
	Iteration 44Q: 3 clusters Score -842156.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -842165.000000 Penalty: 4484.499512
	Iteration 45Q: 3 clusters Score -842165 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -842179.187500 Penalty: 4484.499512
	Iteration 46Q: 3 clusters Score -842179.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -842191.812500 Penalty: 4484.499512
	Iteration 47Q: 3 clusters Score -842191.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -842202.812500 Penalty: 4484.499512
	Iteration 48Q: 3 clusters Score -842202.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -842217.625000 Penalty: 4484.499512
	Iteration 49Q: 3 clusters Score -842217.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -842236.125000 Penalty: 4484.499512
	Iteration 50Q: 3 clusters Score -842236.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -842264.125000 Penalty: 4484.499512
	Iteration 51Q: 3 clusters Score -842264.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -842300.937500 Penalty: 4484.499512
	Iteration 52Q: 3 clusters Score -842300.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -842347.125000 Penalty: 4484.499512
	Iteration 53Q: 3 clusters Score -842347.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -842412.000000 Penalty: 4484.499512
	Iteration 54Q: 3 clusters Score -842412 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -842490.562500 Penalty: 4484.499512
	Iteration 55Q: 3 clusters Score -842490.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -842566.375000 Penalty: 4484.499512
	Iteration 56Q: 3 clusters Score -842566.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -842629.687500 Penalty: 4484.499512
	Iteration 57Q: 3 clusters Score -842629.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -842672.937500 Penalty: 4484.499512
	Iteration 58Q: 3 clusters Score -842672.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -842701.937500 Penalty: 4484.499512
	Iteration 59Q: 3 clusters Score -842701.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -842721.812500 Penalty: 4484.499512
	Iteration 60F: 3 clusters Score -842721.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -842737.750000 Penalty: 4484.499512
	Iteration 61Q: 3 clusters Score -842737.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -842755.812500 Penalty: 4484.499512
	Iteration 62Q: 3 clusters Score -842755.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -842768.562500 Penalty: 4484.499512
	Iteration 63Q: 3 clusters Score -842768.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -842779.937500 Penalty: 4484.499512
	Iteration 64Q: 3 clusters Score -842779.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -842788.312500 Penalty: 4484.499512
	Iteration 65Q: 3 clusters Score -842788.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -842796.750000 Penalty: 4484.499512
	Iteration 66Q: 3 clusters Score -842796.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -842806.437500 Penalty: 4484.499512
	Iteration 67Q: 3 clusters Score -842806.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -842817.125000 Penalty: 4484.499512
	Iteration 68Q: 3 clusters Score -842817.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -842823.812500 Penalty: 4484.499512
	Iteration 69Q: 3 clusters Score -842823.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -842832.312500 Penalty: 4484.499512
	Iteration 70Q: 3 clusters Score -842832.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -842837.750000 Penalty: 4484.499512
	Iteration 71Q: 3 clusters Score -842837.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -842843.625000 Penalty: 4484.499512
	Iteration 72Q: 3 clusters Score -842843.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -842852.250000 Penalty: 4484.499512
	Iteration 73Q: 3 clusters Score -842852.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -842858.250000 Penalty: 4484.499512
	Iteration 74Q: 3 clusters Score -842858.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -842859.812500 Penalty: 4484.499512
	Iteration 75Q: 3 clusters Score -842859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -842860.312500 Penalty: 4484.499512
	Iteration 76Q: 3 clusters Score -842860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -842861.437500 Penalty: 4484.499512
	Iteration 77Q: 3 clusters Score -842861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -842861.437500 Penalty: 4484.499512
	Iteration 78F: 3 clusters Score -842861.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Entering Unmasked Estep 
Score: -6618157.000000 Penalty: 2748.665039
	Iteration 0F: 2 clusters Score -6618157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -6574405.000000 Penalty: 5497.330078
	Iteration 0F: 3 clusters Score -6574405 nChanged 30449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -6591560.000000 Penalty: 5497.330078
	Iteration 1F: 3 clusters Score -6591560 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -6592265.000000 Penalty: 5497.330078
	Iteration 2Q: 3 clusters Score -6592265 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -6593080.000000 Penalty: 5497.330078
	Iteration 3Q: 3 clusters Score -6593080 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -6594048.000000 Penalty: 5497.330078
	Iteration 4Q: 3 clusters Score -6594048 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -6595185.000000 Penalty: 5497.330078
	Iteration 5Q: 3 clusters Score -6595185 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -6596657.500000 Penalty: 5497.330078
	Iteration 6Q: 3 clusters Score -6596658 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -6598417.000000 Penalty: 5497.330078
	Iteration 7F: 3 clusters Score -6598417 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -6600575.500000 Penalty: 5497.330078
	Iteration 8F: 3 clusters Score -6600576 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -6603045.000000 Penalty: 5497.330078
	Iteration 9F: 3 clusters Score -6603045 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -6605802.000000 Penalty: 5497.330078
	Iteration 10F: 3 clusters Score -6605802 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -6608358.500000 Penalty: 5497.330078
	Iteration 11Q: 3 clusters Score -6608358 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -6610107.500000 Penalty: 5497.330078
	Iteration 12Q: 3 clusters Score -6610108 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -6610842.000000 Penalty: 5497.330078
	Iteration 13Q: 3 clusters Score -6610842 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -6611355.000000 Penalty: 5497.330078
	Iteration 14Q: 3 clusters Score -6611355 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -6611659.500000 Penalty: 5497.330078
	Iteration 15Q: 3 clusters Score -6611660 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -6611939.500000 Penalty: 5497.330078
	Iteration 16Q: 3 clusters Score -6611940 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -6612232.000000 Penalty: 5497.330078
	Iteration 17Q: 3 clusters Score -6612232 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -6612452.500000 Penalty: 5497.330078
	Iteration 18Q: 3 clusters Score -6612452 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -6612606.000000 Penalty: 5497.330078
	Iteration 19Q: 3 clusters Score -6612606 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -6612832.500000 Penalty: 5497.330078
	Iteration 20F: 3 clusters Score -6612832 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -6613030.000000 Penalty: 5497.330078
	Iteration 21Q: 3 clusters Score -6613030 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -6613178.500000 Penalty: 5497.330078
	Iteration 22Q: 3 clusters Score -6613178 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -6613359.500000 Penalty: 5497.330078
	Iteration 23Q: 3 clusters Score -6613360 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -6613529.500000 Penalty: 5497.330078
	Iteration 24Q: 3 clusters Score -6613530 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -6613684.500000 Penalty: 5497.330078
	Iteration 25Q: 3 clusters Score -6613684 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -6613836.500000 Penalty: 5497.330078
	Iteration 26Q: 3 clusters Score -6613836 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -6613986.500000 Penalty: 5497.330078
	Iteration 27Q: 3 clusters Score -6613986 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -6614134.500000 Penalty: 5497.330078
	Iteration 28Q: 3 clusters Score -6614134 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -6614289.500000 Penalty: 5497.330078
	Iteration 29Q: 3 clusters Score -6614290 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -6614436.500000 Penalty: 5497.330078
	Iteration 30Q: 3 clusters Score -6614436 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -6614589.000000 Penalty: 5497.330078
	Iteration 31Q: 3 clusters Score -6614589 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 61282 members 
Entering Unmasked Estep 
Score: -6614734.500000 Penalty: 5497.330078
	Iteration 32Q: 3 clusters Score -6614734 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
Score: -6614840.500000 Penalty: 5497.330078
	Iteration 33Q: 3 clusters Score -6614840 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -6614955.500000 Penalty: 5497.330078
	Iteration 34Q: 3 clusters Score -6614956 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -6615078.500000 Penalty: 5497.330078
	Iteration 35Q: 3 clusters Score -6615078 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -6615162.000000 Penalty: 5497.330078
	Iteration 36Q: 3 clusters Score -6615162 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -6615263.000000 Penalty: 5497.330078
	Iteration 37Q: 3 clusters Score -6615263 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -6615336.500000 Penalty: 5497.330078
	Iteration 38Q: 3 clusters Score -6615336 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -6615437.500000 Penalty: 5497.330078
	Iteration 39Q: 3 clusters Score -6615438 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -6615496.000000 Penalty: 5497.330078
	Iteration 40F: 3 clusters Score -6615496 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -6615549.000000 Penalty: 5497.330078
	Iteration 41Q: 3 clusters Score -6615549 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -6615594.500000 Penalty: 5497.330078
	Iteration 42Q: 3 clusters Score -6615594 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -6615643.000000 Penalty: 5497.330078
	Iteration 43Q: 3 clusters Score -6615643 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -6615670.500000 Penalty: 5497.330078
	Iteration 44Q: 3 clusters Score -6615670 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 63769 members 
Entering Unmasked Estep 
Score: -6615702.000000 Penalty: 5497.330078
	Iteration 45Q: 3 clusters Score -6615702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -6615713.500000 Penalty: 5497.330078
	Iteration 46Q: 3 clusters Score -6615714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -6615730.000000 Penalty: 5497.330078
	Iteration 47Q: 3 clusters Score -6615730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -6615743.000000 Penalty: 5497.330078
	Iteration 48Q: 3 clusters Score -6615743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -6615752.500000 Penalty: 5497.330078
	Iteration 49Q: 3 clusters Score -6615752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -6615762.500000 Penalty: 5497.330078
	Iteration 50Q: 3 clusters Score -6615762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -6615778.000000 Penalty: 5497.330078
	Iteration 51Q: 3 clusters Score -6615778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -6615798.500000 Penalty: 5497.330078
	Iteration 52Q: 3 clusters Score -6615798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -6615803.000000 Penalty: 5497.330078
	Iteration 53Q: 3 clusters Score -6615803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -6615793.000000 Penalty: 5497.330078
	Iteration 54Q: 3 clusters Score -6615793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -6615798.500000 Penalty: 5497.330078
	Iteration 55Q: 3 clusters Score -6615798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -6615800.000000 Penalty: 5497.330078
	Iteration 56Q: 3 clusters Score -6615800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -6615812.000000 Penalty: 5497.330078
	Iteration 57Q: 3 clusters Score -6615812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -6615819.500000 Penalty: 5497.330078
	Iteration 58Q: 3 clusters Score -6615820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -6615815.000000 Penalty: 5497.330078
	Iteration 59Q: 3 clusters Score -6615815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -6615815.500000 Penalty: 5497.330078
	Iteration 60F: 3 clusters Score -6615816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -6615814.000000 Penalty: 5497.330078
	Iteration 61Q: 3 clusters Score -6615814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -6615812.000000 Penalty: 5497.330078
	Iteration 62Q: 3 clusters Score -6615812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -6615812.000000 Penalty: 5497.330078
	Iteration 63F: 3 clusters Score -6615812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Entering Unmasked Estep 
Score: -681462.312500 Penalty: 2223.687988
	Iteration 0F: 2 clusters Score -681462.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -675159.000000 Penalty: 4447.375977
	Iteration 0F: 3 clusters Score -675159 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -677019.250000 Penalty: 4447.375977
	Iteration 1F: 3 clusters Score -677019.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -677373.687500 Penalty: 4447.375977
	Iteration 2F: 3 clusters Score -677373.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -677688.375000 Penalty: 4447.375977
	Iteration 3F: 3 clusters Score -677688.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -677960.750000 Penalty: 4447.375977
	Iteration 4F: 3 clusters Score -677960.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -678217.750000 Penalty: 4447.375977
	Iteration 5Q: 3 clusters Score -678217.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -678453.062500 Penalty: 4447.375977
	Iteration 6Q: 3 clusters Score -678453.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -678665.750000 Penalty: 4447.375977
	Iteration 7Q: 3 clusters Score -678665.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -678857.437500 Penalty: 4447.375977
	Iteration 8Q: 3 clusters Score -678857.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -679021.312500 Penalty: 4447.375977
	Iteration 9Q: 3 clusters Score -679021.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -679153.750000 Penalty: 4447.375977
	Iteration 10Q: 3 clusters Score -679153.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -679251.500000 Penalty: 4447.375977
	Iteration 11Q: 3 clusters Score -679251.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -679351.000000 Penalty: 4447.375977
	Iteration 12Q: 3 clusters Score -679351 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -679532.000000 Penalty: 4447.375977
	Iteration 13Q: 3 clusters Score -679532 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -679735.937500 Penalty: 4447.375977
	Iteration 14Q: 3 clusters Score -679735.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -679847.187500 Penalty: 4447.375977
	Iteration 15Q: 3 clusters Score -679847.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -679933.500000 Penalty: 4447.375977
	Iteration 16Q: 3 clusters Score -679933.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -679996.312500 Penalty: 4447.375977
	Iteration 17Q: 3 clusters Score -679996.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -680047.687500 Penalty: 4447.375977
	Iteration 18Q: 3 clusters Score -680047.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -680095.625000 Penalty: 4447.375977
	Iteration 19Q: 3 clusters Score -680095.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -680137.875000 Penalty: 4447.375977
	Iteration 20F: 3 clusters Score -680137.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -680187.312500 Penalty: 4447.375977
	Iteration 21Q: 3 clusters Score -680187.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -680252.625000 Penalty: 4447.375977
	Iteration 22Q: 3 clusters Score -680252.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -680328.375000 Penalty: 4447.375977
	Iteration 23Q: 3 clusters Score -680328.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -680412.375000 Penalty: 4447.375977
	Iteration 24Q: 3 clusters Score -680412.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -680491.812500 Penalty: 4447.375977
	Iteration 25Q: 3 clusters Score -680491.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -680559.062500 Penalty: 4447.375977
	Iteration 26Q: 3 clusters Score -680559.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -680624.312500 Penalty: 4447.375977
	Iteration 27Q: 3 clusters Score -680624.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -680675.125000 Penalty: 4447.375977
	Iteration 28Q: 3 clusters Score -680675.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -680706.500000 Penalty: 4447.375977
	Iteration 29Q: 3 clusters Score -680706.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -680737.625000 Penalty: 4447.375977
	Iteration 30Q: 3 clusters Score -680737.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -680761.000000 Penalty: 4447.375977
	Iteration 31Q: 3 clusters Score -680761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -680775.687500 Penalty: 4447.375977
	Iteration 32Q: 3 clusters Score -680775.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -680788.312500 Penalty: 4447.375977
	Iteration 33Q: 3 clusters Score -680788.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -680793.125000 Penalty: 4447.375977
	Iteration 34Q: 3 clusters Score -680793.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -680796.000000 Penalty: 4447.375977
	Iteration 35Q: 3 clusters Score -680796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -680802.250000 Penalty: 4447.375977
	Iteration 36Q: 3 clusters Score -680802.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -680803.000000 Penalty: 4447.375977
	Iteration 37Q: 3 clusters Score -680803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -680804.125000 Penalty: 4447.375977
	Iteration 38Q: 3 clusters Score -680804.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -680803.937500 Penalty: 4447.375977
	Iteration 39Q: 3 clusters Score -680803.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -680808.000000 Penalty: 4447.375977
	Iteration 40F: 3 clusters Score -680808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -680807.875000 Penalty: 4447.375977
	Iteration 41Q: 3 clusters Score -680807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -680808.500000 Penalty: 4447.375977
	Iteration 42Q: 3 clusters Score -680808.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -680809.750000 Penalty: 4447.375977
	Iteration 43Q: 3 clusters Score -680809.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -680811.125000 Penalty: 4447.375977
	Iteration 44Q: 3 clusters Score -680811.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -680810.875000 Penalty: 4447.375977
	Iteration 45Q: 3 clusters Score -680810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -680812.000000 Penalty: 4447.375977
	Iteration 46Q: 3 clusters Score -680812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -680812.625000 Penalty: 4447.375977
	Iteration 47Q: 3 clusters Score -680812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -680812.562500 Penalty: 4447.375977
	Iteration 48Q: 3 clusters Score -680812.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -680812.562500 Penalty: 4447.375977
	Iteration 49F: 3 clusters Score -680812.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Entering Unmasked Estep 
Score: -1636842.625000 Penalty: 2412.603760
	Iteration 0F: 2 clusters Score -1636843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1624794.375000 Penalty: 4825.207520
	Iteration 0F: 3 clusters Score -1624794 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1628725.625000 Penalty: 4825.207520
	Iteration 1F: 3 clusters Score -1628726 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1629082.125000 Penalty: 4825.207520
	Iteration 2F: 3 clusters Score -1629082 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1629382.875000 Penalty: 4825.207520
	Iteration 3Q: 3 clusters Score -1629383 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1629673.250000 Penalty: 4825.207520
	Iteration 4Q: 3 clusters Score -1629673 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1630009.500000 Penalty: 4825.207520
	Iteration 5Q: 3 clusters Score -1630010 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1630332.375000 Penalty: 4825.207520
	Iteration 6Q: 3 clusters Score -1630332 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1630644.500000 Penalty: 4825.207520
	Iteration 7Q: 3 clusters Score -1630644 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1630998.250000 Penalty: 4825.207520
	Iteration 8Q: 3 clusters Score -1630998 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1631401.000000 Penalty: 4825.207520
	Iteration 9Q: 3 clusters Score -1631401 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1631862.875000 Penalty: 4825.207520
	Iteration 10Q: 3 clusters Score -1631863 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1632410.625000 Penalty: 4825.207520
	Iteration 11Q: 3 clusters Score -1632411 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1632913.000000 Penalty: 4825.207520
	Iteration 12Q: 3 clusters Score -1632913 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1633363.875000 Penalty: 4825.207520
	Iteration 13Q: 3 clusters Score -1633364 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1633762.625000 Penalty: 4825.207520
	Iteration 14Q: 3 clusters Score -1633763 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1634082.500000 Penalty: 4825.207520
	Iteration 15Q: 3 clusters Score -1634082 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1634324.250000 Penalty: 4825.207520
	Iteration 16Q: 3 clusters Score -1634324 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1634533.750000 Penalty: 4825.207520
	Iteration 17Q: 3 clusters Score -1634534 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1634731.875000 Penalty: 4825.207520
	Iteration 18Q: 3 clusters Score -1634732 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1634897.625000 Penalty: 4825.207520
	Iteration 19Q: 3 clusters Score -1634898 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1635075.875000 Penalty: 4825.207520
	Iteration 20F: 3 clusters Score -1635076 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1635241.375000 Penalty: 4825.207520
	Iteration 21Q: 3 clusters Score -1635241 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1635343.375000 Penalty: 4825.207520
	Iteration 22Q: 3 clusters Score -1635343 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1635393.875000 Penalty: 4825.207520
	Iteration 23Q: 3 clusters Score -1635394 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1635432.750000 Penalty: 4825.207520
	Iteration 24Q: 3 clusters Score -1635433 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1635456.375000 Penalty: 4825.207520
	Iteration 25Q: 3 clusters Score -1635456 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1635480.125000 Penalty: 4825.207520
	Iteration 26Q: 3 clusters Score -1635480 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1635500.875000 Penalty: 4825.207520
	Iteration 27Q: 3 clusters Score -1635501 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1635510.625000 Penalty: 4825.207520
	Iteration 28Q: 3 clusters Score -1635511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1635522.375000 Penalty: 4825.207520
	Iteration 29Q: 3 clusters Score -1635522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1635529.875000 Penalty: 4825.207520
	Iteration 30Q: 3 clusters Score -1635530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1635533.500000 Penalty: 4825.207520
	Iteration 31Q: 3 clusters Score -1635534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1635533.875000 Penalty: 4825.207520
	Iteration 32Q: 3 clusters Score -1635534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1635535.875000 Penalty: 4825.207520
	Iteration 33Q: 3 clusters Score -1635536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1635538.250000 Penalty: 4825.207520
	Iteration 34Q: 3 clusters Score -1635538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1635535.750000 Penalty: 4825.207520
	Iteration 35Q: 3 clusters Score -1635536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1635537.375000 Penalty: 4825.207520
	Iteration 36Q: 3 clusters Score -1635537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1635539.625000 Penalty: 4825.207520
	Iteration 37Q: 3 clusters Score -1635540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1635542.875000 Penalty: 4825.207520
	Iteration 38Q: 3 clusters Score -1635543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1635541.125000 Penalty: 4825.207520
	Iteration 39Q: 3 clusters Score -1635541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1635540.250000 Penalty: 4825.207520
	Iteration 40F: 3 clusters Score -1635540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1635540.750000 Penalty: 4825.207520
	Iteration 41Q: 3 clusters Score -1635541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1635539.750000 Penalty: 4825.207520
	Iteration 42Q: 3 clusters Score -1635540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1635538.750000 Penalty: 4825.207520
	Iteration 43Q: 3 clusters Score -1635539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1635538.125000 Penalty: 4825.207520
	Iteration 44Q: 3 clusters Score -1635538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1635542.875000 Penalty: 4825.207520
	Iteration 45Q: 3 clusters Score -1635543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1635546.500000 Penalty: 4825.207520
	Iteration 46Q: 3 clusters Score -1635546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1635548.375000 Penalty: 4825.207520
	Iteration 47Q: 3 clusters Score -1635548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1635549.750000 Penalty: 4825.207520
	Iteration 48Q: 3 clusters Score -1635550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1635554.125000 Penalty: 4825.207520
	Iteration 49Q: 3 clusters Score -1635554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1635556.125000 Penalty: 4825.207520
	Iteration 50Q: 3 clusters Score -1635556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1635554.625000 Penalty: 4825.207520
	Iteration 51Q: 3 clusters Score -1635555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1635557.125000 Penalty: 4825.207520
	Iteration 52Q: 3 clusters Score -1635557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1635557.875000 Penalty: 4825.207520
	Iteration 53Q: 3 clusters Score -1635558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1635557.625000 Penalty: 4825.207520
	Iteration 54Q: 3 clusters Score -1635558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1635561.750000 Penalty: 4825.207520
	Iteration 55Q: 3 clusters Score -1635562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1635561.625000 Penalty: 4825.207520
	Iteration 56Q: 3 clusters Score -1635562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1635562.000000 Penalty: 4825.207520
	Iteration 57Q: 3 clusters Score -1635562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1635562.875000 Penalty: 4825.207520
	Iteration 58Q: 3 clusters Score -1635563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1635560.375000 Penalty: 4825.207520
	Iteration 59Q: 3 clusters Score -1635560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1635560.375000 Penalty: 4825.207520
	Iteration 60F: 3 clusters Score -1635560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Entering Unmasked Estep 
Score: -4093465.500000 Penalty: 2636.700439
	Iteration 0F: 2 clusters Score -4093466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -4065386.250000 Penalty: 5273.400879
	Iteration 0F: 3 clusters Score -4065386 nChanged 18985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -4075857.000000 Penalty: 5273.400879
	Iteration 1F: 3 clusters Score -4075857 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -4076490.750000 Penalty: 5273.400879
	Iteration 2Q: 3 clusters Score -4076491 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4077247.750000 Penalty: 5273.400879
	Iteration 3Q: 3 clusters Score -4077248 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -4078234.500000 Penalty: 5273.400879
	Iteration 4F: 3 clusters Score -4078234 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4079436.500000 Penalty: 5273.400879
	Iteration 5F: 3 clusters Score -4079436 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -4080876.750000 Penalty: 5273.400879
	Iteration 6F: 3 clusters Score -4080877 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -4082358.000000 Penalty: 5273.400879
	Iteration 7F: 3 clusters Score -4082358 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -4083671.750000 Penalty: 5273.400879
	Iteration 8F: 3 clusters Score -4083672 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -4084875.250000 Penalty: 5273.400879
	Iteration 9Q: 3 clusters Score -4084875 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -4085910.500000 Penalty: 5273.400879
	Iteration 10Q: 3 clusters Score -4085910 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -4086900.750000 Penalty: 5273.400879
	Iteration 11Q: 3 clusters Score -4086901 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -4087807.500000 Penalty: 5273.400879
	Iteration 12Q: 3 clusters Score -4087808 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -4088643.500000 Penalty: 5273.400879
	Iteration 13Q: 3 clusters Score -4088644 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -4089338.500000 Penalty: 5273.400879
	Iteration 14Q: 3 clusters Score -4089338 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -4089833.000000 Penalty: 5273.400879
	Iteration 15Q: 3 clusters Score -4089833 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4090160.750000 Penalty: 5273.400879
	Iteration 16Q: 3 clusters Score -4090161 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -4090400.750000 Penalty: 5273.400879
	Iteration 17Q: 3 clusters Score -4090401 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4090649.500000 Penalty: 5273.400879
	Iteration 18Q: 3 clusters Score -4090650 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4090871.500000 Penalty: 5273.400879
	Iteration 19Q: 3 clusters Score -4090872 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4091030.500000 Penalty: 5273.400879
	Iteration 20F: 3 clusters Score -4091030 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4091170.500000 Penalty: 5273.400879
	Iteration 21Q: 3 clusters Score -4091170 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4091262.500000 Penalty: 5273.400879
	Iteration 22Q: 3 clusters Score -4091262 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4091344.750000 Penalty: 5273.400879
	Iteration 23Q: 3 clusters Score -4091345 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4091399.250000 Penalty: 5273.400879
	Iteration 24Q: 3 clusters Score -4091399 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4091448.250000 Penalty: 5273.400879
	Iteration 25Q: 3 clusters Score -4091448 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4091479.500000 Penalty: 5273.400879
	Iteration 26Q: 3 clusters Score -4091480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4091506.000000 Penalty: 5273.400879
	Iteration 27Q: 3 clusters Score -4091506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4091540.750000 Penalty: 5273.400879
	Iteration 28Q: 3 clusters Score -4091541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4091556.250000 Penalty: 5273.400879
	Iteration 29Q: 3 clusters Score -4091556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4091577.000000 Penalty: 5273.400879
	Iteration 30Q: 3 clusters Score -4091577 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4091586.250000 Penalty: 5273.400879
	Iteration 31Q: 3 clusters Score -4091586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4091595.250000 Penalty: 5273.400879
	Iteration 32Q: 3 clusters Score -4091595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4091607.500000 Penalty: 5273.400879
	Iteration 33Q: 3 clusters Score -4091608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4091609.250000 Penalty: 5273.400879
	Iteration 34Q: 3 clusters Score -4091609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4091608.250000 Penalty: 5273.400879
	Iteration 35Q: 3 clusters Score -4091608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4091614.500000 Penalty: 5273.400879
	Iteration 36Q: 3 clusters Score -4091614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4091617.500000 Penalty: 5273.400879
	Iteration 37Q: 3 clusters Score -4091618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4091617.000000 Penalty: 5273.400879
	Iteration 38Q: 3 clusters Score -4091617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4091614.250000 Penalty: 5273.400879
	Iteration 39Q: 3 clusters Score -4091614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4091618.000000 Penalty: 5273.400879
	Iteration 40F: 3 clusters Score -4091618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4091618.000000 Penalty: 5273.400879
	Iteration 41Q: 3 clusters Score -4091618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4091616.250000 Penalty: 5273.400879
	Iteration 42Q: 3 clusters Score -4091616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4091615.000000 Penalty: 5273.400879
	Iteration 43Q: 3 clusters Score -4091615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4091617.250000 Penalty: 5273.400879
	Iteration 44Q: 3 clusters Score -4091617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4091616.500000 Penalty: 5273.400879
	Iteration 45Q: 3 clusters Score -4091616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4091622.500000 Penalty: 5273.400879
	Iteration 46Q: 3 clusters Score -4091622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4091620.000000 Penalty: 5273.400879
	Iteration 47Q: 3 clusters Score -4091620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4091620.000000 Penalty: 5273.400879
	Iteration 48F: 3 clusters Score -4091620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Entering Unmasked Estep 
Score: -1452628.125000 Penalty: 2380.887695
	Iteration 0F: 2 clusters Score -1452628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1441988.500000 Penalty: 4761.775391
	Iteration 0F: 3 clusters Score -1441988 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1445573.125000 Penalty: 4761.775391
	Iteration 1F: 3 clusters Score -1445573 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1446014.375000 Penalty: 4761.775391
	Iteration 2F: 3 clusters Score -1446014 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1446382.375000 Penalty: 4761.775391
	Iteration 3F: 3 clusters Score -1446382 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1446759.750000 Penalty: 4761.775391
	Iteration 4Q: 3 clusters Score -1446760 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1447102.500000 Penalty: 4761.775391
	Iteration 5Q: 3 clusters Score -1447102 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1447417.500000 Penalty: 4761.775391
	Iteration 6Q: 3 clusters Score -1447418 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1447761.375000 Penalty: 4761.775391
	Iteration 7Q: 3 clusters Score -1447761 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1448136.875000 Penalty: 4761.775391
	Iteration 8Q: 3 clusters Score -1448137 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1448570.625000 Penalty: 4761.775391
	Iteration 9Q: 3 clusters Score -1448571 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1449050.500000 Penalty: 4761.775391
	Iteration 10Q: 3 clusters Score -1449050 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1449522.625000 Penalty: 4761.775391
	Iteration 11Q: 3 clusters Score -1449523 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1449939.000000 Penalty: 4761.775391
	Iteration 12Q: 3 clusters Score -1449939 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1450276.750000 Penalty: 4761.775391
	Iteration 13Q: 3 clusters Score -1450277 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1450493.750000 Penalty: 4761.775391
	Iteration 14Q: 3 clusters Score -1450494 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1450616.875000 Penalty: 4761.775391
	Iteration 15Q: 3 clusters Score -1450617 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1450676.500000 Penalty: 4761.775391
	Iteration 16Q: 3 clusters Score -1450676 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1450718.625000 Penalty: 4761.775391
	Iteration 17Q: 3 clusters Score -1450719 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1450741.625000 Penalty: 4761.775391
	Iteration 18Q: 3 clusters Score -1450742 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1450769.375000 Penalty: 4761.775391
	Iteration 19Q: 3 clusters Score -1450769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1450791.000000 Penalty: 4761.775391
	Iteration 20F: 3 clusters Score -1450791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1450802.250000 Penalty: 4761.775391
	Iteration 21Q: 3 clusters Score -1450802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1450813.250000 Penalty: 4761.775391
	Iteration 22Q: 3 clusters Score -1450813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1450817.000000 Penalty: 4761.775391
	Iteration 23Q: 3 clusters Score -1450817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1450822.500000 Penalty: 4761.775391
	Iteration 24Q: 3 clusters Score -1450822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1450830.875000 Penalty: 4761.775391
	Iteration 25Q: 3 clusters Score -1450831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1450831.000000 Penalty: 4761.775391
	Iteration 26Q: 3 clusters Score -1450831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1450832.875000 Penalty: 4761.775391
	Iteration 27Q: 3 clusters Score -1450833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1450835.250000 Penalty: 4761.775391
	Iteration 28Q: 3 clusters Score -1450835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1450842.250000 Penalty: 4761.775391
	Iteration 29Q: 3 clusters Score -1450842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1450841.375000 Penalty: 4761.775391
	Iteration 30Q: 3 clusters Score -1450841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1450842.500000 Penalty: 4761.775391
	Iteration 31Q: 3 clusters Score -1450842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1450843.750000 Penalty: 4761.775391
	Iteration 32Q: 3 clusters Score -1450844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1450840.750000 Penalty: 4761.775391
	Iteration 33Q: 3 clusters Score -1450841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1450841.125000 Penalty: 4761.775391
	Iteration 34Q: 3 clusters Score -1450841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1450841.000000 Penalty: 4761.775391
	Iteration 35Q: 3 clusters Score -1450841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1450841.250000 Penalty: 4761.775391
	Iteration 36Q: 3 clusters Score -1450841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1450841.250000 Penalty: 4761.775391
	Iteration 37F: 3 clusters Score -1450841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Entering Unmasked Estep 
Score: -2489971.250000 Penalty: 2513.882080
	Iteration 0F: 2 clusters Score -2489971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2472576.500000 Penalty: 5027.764160
	Iteration 0F: 3 clusters Score -2472576 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2478735.750000 Penalty: 5027.764160
	Iteration 1F: 3 clusters Score -2478736 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2479262.500000 Penalty: 5027.764160
	Iteration 2F: 3 clusters Score -2479262 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2479741.250000 Penalty: 5027.764160
	Iteration 3Q: 3 clusters Score -2479741 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2480260.750000 Penalty: 5027.764160
	Iteration 4Q: 3 clusters Score -2480261 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2480879.250000 Penalty: 5027.764160
	Iteration 5Q: 3 clusters Score -2480879 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2481591.000000 Penalty: 5027.764160
	Iteration 6Q: 3 clusters Score -2481591 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2482428.250000 Penalty: 5027.764160
	Iteration 7F: 3 clusters Score -2482428 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2483505.500000 Penalty: 5027.764160
	Iteration 8F: 3 clusters Score -2483506 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2484867.000000 Penalty: 5027.764160
	Iteration 9F: 3 clusters Score -2484867 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2486366.750000 Penalty: 5027.764160
	Iteration 10F: 3 clusters Score -2486367 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2487612.750000 Penalty: 5027.764160
	Iteration 11Q: 3 clusters Score -2487613 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2488345.000000 Penalty: 5027.764160
	Iteration 12Q: 3 clusters Score -2488345 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2488687.250000 Penalty: 5027.764160
	Iteration 13Q: 3 clusters Score -2488687 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2488826.250000 Penalty: 5027.764160
	Iteration 14Q: 3 clusters Score -2488826 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2488915.750000 Penalty: 5027.764160
	Iteration 15Q: 3 clusters Score -2488916 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2488956.250000 Penalty: 5027.764160
	Iteration 16Q: 3 clusters Score -2488956 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2488974.500000 Penalty: 5027.764160
	Iteration 17Q: 3 clusters Score -2488974 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2488981.750000 Penalty: 5027.764160
	Iteration 18Q: 3 clusters Score -2488982 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2488991.500000 Penalty: 5027.764160
	Iteration 19Q: 3 clusters Score -2488992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2488995.000000 Penalty: 5027.764160
	Iteration 20F: 3 clusters Score -2488995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2488994.000000 Penalty: 5027.764160
	Iteration 21Q: 3 clusters Score -2488994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2488993.750000 Penalty: 5027.764160
	Iteration 22Q: 3 clusters Score -2488994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2488995.250000 Penalty: 5027.764160
	Iteration 23Q: 3 clusters Score -2488995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2489000.250000 Penalty: 5027.764160
	Iteration 24Q: 3 clusters Score -2489000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2489002.000000 Penalty: 5027.764160
	Iteration 25Q: 3 clusters Score -2489002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2489004.000000 Penalty: 5027.764160
	Iteration 26Q: 3 clusters Score -2489004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2488998.500000 Penalty: 5027.764160
	Iteration 27Q: 3 clusters Score -2488998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2488999.500000 Penalty: 5027.764160
	Iteration 28Q: 3 clusters Score -2489000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2488996.750000 Penalty: 5027.764160
	Iteration 29Q: 3 clusters Score -2488997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2488995.750000 Penalty: 5027.764160
	Iteration 30Q: 3 clusters Score -2488996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2488996.250000 Penalty: 5027.764160
	Iteration 31Q: 3 clusters Score -2488996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2488991.750000 Penalty: 5027.764160
	Iteration 32Q: 3 clusters Score -2488992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2488994.500000 Penalty: 5027.764160
	Iteration 33Q: 3 clusters Score -2488994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2488993.500000 Penalty: 5027.764160
	Iteration 34Q: 3 clusters Score -2488994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2488996.000000 Penalty: 5027.764160
	Iteration 35Q: 3 clusters Score -2488996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2488994.000000 Penalty: 5027.764160
	Iteration 36Q: 3 clusters Score -2488994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2488991.250000 Penalty: 5027.764160
	Iteration 37Q: 3 clusters Score -2488991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2488995.000000 Penalty: 5027.764160
	Iteration 38Q: 3 clusters Score -2488995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2488995.750000 Penalty: 5027.764160
	Iteration 39Q: 3 clusters Score -2488996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2488996.250000 Penalty: 5027.764160
	Iteration 40F: 3 clusters Score -2488996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (64776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Entering Unmasked Estep 
Score: -6498543.000000 Penalty: 2747.515137
	Iteration 0F: 2 clusters Score -6498543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -6455181.500000 Penalty: 5495.030273
	Iteration 0F: 3 clusters Score -6455182 nChanged 30159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -6472007.500000 Penalty: 5495.030273
	Iteration 1F: 3 clusters Score -6472008 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -6472637.500000 Penalty: 5495.030273
	Iteration 2Q: 3 clusters Score -6472638 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -6473249.500000 Penalty: 5495.030273
	Iteration 3Q: 3 clusters Score -6473250 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -6474072.000000 Penalty: 5495.030273
	Iteration 4Q: 3 clusters Score -6474072 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -6475300.000000 Penalty: 5495.030273
	Iteration 5Q: 3 clusters Score -6475300 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -6477183.500000 Penalty: 5495.030273
	Iteration 6F: 3 clusters Score -6477184 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -6480149.000000 Penalty: 5495.030273
	Iteration 7F: 3 clusters Score -6480149 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -6484071.000000 Penalty: 5495.030273
	Iteration 8F: 3 clusters Score -6484071 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -6487877.000000 Penalty: 5495.030273
	Iteration 9F: 3 clusters Score -6487877 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -6490746.000000 Penalty: 5495.030273
	Iteration 10F: 3 clusters Score -6490746 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -6492240.000000 Penalty: 5495.030273
	Iteration 11Q: 3 clusters Score -6492240 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -6493111.000000 Penalty: 5495.030273
	Iteration 12Q: 3 clusters Score -6493111 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -6493614.000000 Penalty: 5495.030273
	Iteration 13Q: 3 clusters Score -6493614 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -6494020.500000 Penalty: 5495.030273
	Iteration 14Q: 3 clusters Score -6494020 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -6494404.500000 Penalty: 5495.030273
	Iteration 15Q: 3 clusters Score -6494404 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -6494751.000000 Penalty: 5495.030273
	Iteration 16Q: 3 clusters Score -6494751 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -6495092.500000 Penalty: 5495.030273
	Iteration 17Q: 3 clusters Score -6495092 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -6495382.500000 Penalty: 5495.030273
	Iteration 18Q: 3 clusters Score -6495382 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -6495597.500000 Penalty: 5495.030273
	Iteration 19Q: 3 clusters Score -6495598 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -6495723.000000 Penalty: 5495.030273
	Iteration 20F: 3 clusters Score -6495723 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -6495839.000000 Penalty: 5495.030273
	Iteration 21Q: 3 clusters Score -6495839 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -6496004.000000 Penalty: 5495.030273
	Iteration 22Q: 3 clusters Score -6496004 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -6496081.000000 Penalty: 5495.030273
	Iteration 23Q: 3 clusters Score -6496081 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -6496161.500000 Penalty: 5495.030273
	Iteration 24Q: 3 clusters Score -6496162 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -6496248.500000 Penalty: 5495.030273
	Iteration 25Q: 3 clusters Score -6496248 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -6496321.000000 Penalty: 5495.030273
	Iteration 26Q: 3 clusters Score -6496321 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 55424 members 
Entering Unmasked Estep 
Score: -6496395.500000 Penalty: 5495.030273
	Iteration 27Q: 3 clusters Score -6496396 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -6496486.500000 Penalty: 5495.030273
	Iteration 28Q: 3 clusters Score -6496486 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -6496536.500000 Penalty: 5495.030273
	Iteration 29Q: 3 clusters Score -6496536 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -6496623.000000 Penalty: 5495.030273
	Iteration 30Q: 3 clusters Score -6496623 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -6496678.500000 Penalty: 5495.030273
	Iteration 31Q: 3 clusters Score -6496678 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -6496730.500000 Penalty: 5495.030273
	Iteration 32Q: 3 clusters Score -6496730 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -6496741.500000 Penalty: 5495.030273
	Iteration 33Q: 3 clusters Score -6496742 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -6496780.500000 Penalty: 5495.030273
	Iteration 34Q: 3 clusters Score -6496780 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -6496875.500000 Penalty: 5495.030273
	Iteration 35Q: 3 clusters Score -6496876 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 57943 members 
Entering Unmasked Estep 
Score: -6496904.000000 Penalty: 5495.030273
	Iteration 36Q: 3 clusters Score -6496904 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -6496906.500000 Penalty: 5495.030273
	Iteration 37Q: 3 clusters Score -6496906 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -6496943.000000 Penalty: 5495.030273
	Iteration 38Q: 3 clusters Score -6496943 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -6496962.000000 Penalty: 5495.030273
	Iteration 39Q: 3 clusters Score -6496962 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -6496984.500000 Penalty: 5495.030273
	Iteration 40F: 3 clusters Score -6496984 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -6497010.000000 Penalty: 5495.030273
	Iteration 41Q: 3 clusters Score -6497010 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -6497020.000000 Penalty: 5495.030273
	Iteration 42Q: 3 clusters Score -6497020 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -6497043.500000 Penalty: 5495.030273
	Iteration 43Q: 3 clusters Score -6497044 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
Score: -6497040.500000 Penalty: 5495.030273
	Iteration 44Q: 3 clusters Score -6497040 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -6497061.500000 Penalty: 5495.030273
	Iteration 45Q: 3 clusters Score -6497062 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -6497093.000000 Penalty: 5495.030273
	Iteration 46Q: 3 clusters Score -6497093 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -6497135.500000 Penalty: 5495.030273
	Iteration 47Q: 3 clusters Score -6497136 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
Score: -6497144.500000 Penalty: 5495.030273
	Iteration 48Q: 3 clusters Score -6497144 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -6497157.500000 Penalty: 5495.030273
	Iteration 49Q: 3 clusters Score -6497158 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -6497172.000000 Penalty: 5495.030273
	Iteration 50Q: 3 clusters Score -6497172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -6497177.500000 Penalty: 5495.030273
	Iteration 51Q: 3 clusters Score -6497178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -6497188.500000 Penalty: 5495.030273
	Iteration 52Q: 3 clusters Score -6497188 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -6497178.500000 Penalty: 5495.030273
	Iteration 53Q: 3 clusters Score -6497178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 59998 members 
Entering Unmasked Estep 
Score: -6497199.000000 Penalty: 5495.030273
	Iteration 54Q: 3 clusters Score -6497199 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -6497203.500000 Penalty: 5495.030273
	Iteration 55Q: 3 clusters Score -6497204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -6497217.500000 Penalty: 5495.030273
	Iteration 56Q: 3 clusters Score -6497218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -6497226.500000 Penalty: 5495.030273
	Iteration 57Q: 3 clusters Score -6497226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -6497229.500000 Penalty: 5495.030273
	Iteration 58Q: 3 clusters Score -6497230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -6497223.000000 Penalty: 5495.030273
	Iteration 59Q: 3 clusters Score -6497223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -6497232.000000 Penalty: 5495.030273
	Iteration 60F: 3 clusters Score -6497232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -6497231.500000 Penalty: 5495.030273
	Iteration 61Q: 3 clusters Score -6497232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 60372 members 
Entering Unmasked Estep 
Score: -6497230.500000 Penalty: 5495.030273
	Iteration 62Q: 3 clusters Score -6497230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -6497243.000000 Penalty: 5495.030273
	Iteration 63Q: 3 clusters Score -6497243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -6497251.000000 Penalty: 5495.030273
	Iteration 64Q: 3 clusters Score -6497251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -6497246.000000 Penalty: 5495.030273
	Iteration 65Q: 3 clusters Score -6497246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -6497252.500000 Penalty: 5495.030273
	Iteration 66Q: 3 clusters Score -6497252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -6497249.500000 Penalty: 5495.030273
	Iteration 67Q: 3 clusters Score -6497250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -6497256.000000 Penalty: 5495.030273
	Iteration 68Q: 3 clusters Score -6497256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -6497256.500000 Penalty: 5495.030273
	Iteration 69Q: 3 clusters Score -6497256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -6497269.000000 Penalty: 5495.030273
	Iteration 70Q: 3 clusters Score -6497269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -6497274.500000 Penalty: 5495.030273
	Iteration 71Q: 3 clusters Score -6497274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -6497263.000000 Penalty: 5495.030273
	Iteration 72Q: 3 clusters Score -6497263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -6497263.500000 Penalty: 5495.030273
	Iteration 73Q: 3 clusters Score -6497264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -6497260.000000 Penalty: 5495.030273
	Iteration 74Q: 3 clusters Score -6497260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -6497262.000000 Penalty: 5495.030273
	Iteration 75Q: 3 clusters Score -6497262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -6497261.500000 Penalty: 5495.030273
	Iteration 76Q: 3 clusters Score -6497262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -6497266.500000 Penalty: 5495.030273
	Iteration 77Q: 3 clusters Score -6497266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -6497258.000000 Penalty: 5495.030273
	Iteration 78Q: 3 clusters Score -6497258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -6497260.500000 Penalty: 5495.030273
	Iteration 79Q: 3 clusters Score -6497260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -6497271.000000 Penalty: 5495.030273
	Iteration 80F: 3 clusters Score -6497271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -6497277.500000 Penalty: 5495.030273
	Iteration 81Q: 3 clusters Score -6497278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -6497276.500000 Penalty: 5495.030273
	Iteration 82Q: 3 clusters Score -6497276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -6497282.000000 Penalty: 5495.030273
	Iteration 83Q: 3 clusters Score -6497282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -6497276.500000 Penalty: 5495.030273
	Iteration 84Q: 3 clusters Score -6497276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -6497272.000000 Penalty: 5495.030273
	Iteration 85Q: 3 clusters Score -6497272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -6497263.500000 Penalty: 5495.030273
	Iteration 86Q: 3 clusters Score -6497264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -6497277.000000 Penalty: 5495.030273
	Iteration 87Q: 3 clusters Score -6497277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -6497278.500000 Penalty: 5495.030273
	Iteration 88Q: 3 clusters Score -6497278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -6497284.500000 Penalty: 5495.030273
	Iteration 89Q: 3 clusters Score -6497284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -6497277.000000 Penalty: 5495.030273
	Iteration 90Q: 3 clusters Score -6497277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -6497269.500000 Penalty: 5495.030273
	Iteration 91Q: 3 clusters Score -6497270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -6497273.500000 Penalty: 5495.030273
	Iteration 92Q: 3 clusters Score -6497274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -6497274.000000 Penalty: 5495.030273
	Iteration 93Q: 3 clusters Score -6497274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -6497266.500000 Penalty: 5495.030273
	Iteration 94Q: 3 clusters Score -6497266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -6497268.500000 Penalty: 5495.030273
	Iteration 95Q: 3 clusters Score -6497268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -6497271.500000 Penalty: 5495.030273
	Iteration 96Q: 3 clusters Score -6497272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 60755 members 
Entering Unmasked Estep 
Score: -6497266.500000 Penalty: 5495.030273
	Iteration 97Q: 3 clusters Score -6497266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -6497272.000000 Penalty: 5495.030273
	Iteration 98Q: 3 clusters Score -6497272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -6497272.000000 Penalty: 5495.030273
	Iteration 99F: 3 clusters Score -6497272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Entering Unmasked Estep 
Score: -4011576.000000 Penalty: 2625.028076
	Iteration 0F: 2 clusters Score -4011576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3984876.000000 Penalty: 5250.056152
	Iteration 0F: 3 clusters Score -3984876 nChanged 17969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3994877.750000 Penalty: 5250.056152
	Iteration 1F: 3 clusters Score -3994878 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3995538.750000 Penalty: 5250.056152
	Iteration 2Q: 3 clusters Score -3995539 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3996319.750000 Penalty: 5250.056152
	Iteration 3Q: 3 clusters Score -3996320 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3997314.000000 Penalty: 5250.056152
	Iteration 4F: 3 clusters Score -3997314 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3998707.250000 Penalty: 5250.056152
	Iteration 5F: 3 clusters Score -3998707 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -4000745.500000 Penalty: 5250.056152
	Iteration 6F: 3 clusters Score -4000746 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -4002966.750000 Penalty: 5250.056152
	Iteration 7F: 3 clusters Score -4002967 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -4004765.250000 Penalty: 5250.056152
	Iteration 8F: 3 clusters Score -4004765 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -4005779.500000 Penalty: 5250.056152
	Iteration 9Q: 3 clusters Score -4005780 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -4006226.750000 Penalty: 5250.056152
	Iteration 10Q: 3 clusters Score -4006227 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -4006472.500000 Penalty: 5250.056152
	Iteration 11Q: 3 clusters Score -4006472 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -4006721.250000 Penalty: 5250.056152
	Iteration 12Q: 3 clusters Score -4006721 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -4006932.750000 Penalty: 5250.056152
	Iteration 13Q: 3 clusters Score -4006933 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -4007144.500000 Penalty: 5250.056152
	Iteration 14Q: 3 clusters Score -4007144 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -4007319.500000 Penalty: 5250.056152
	Iteration 15Q: 3 clusters Score -4007320 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -4007478.750000 Penalty: 5250.056152
	Iteration 16Q: 3 clusters Score -4007479 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -4007629.750000 Penalty: 5250.056152
	Iteration 17Q: 3 clusters Score -4007630 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -4007775.250000 Penalty: 5250.056152
	Iteration 18Q: 3 clusters Score -4007775 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -4007866.250000 Penalty: 5250.056152
	Iteration 19Q: 3 clusters Score -4007866 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -4007980.250000 Penalty: 5250.056152
	Iteration 20F: 3 clusters Score -4007980 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -4008090.250000 Penalty: 5250.056152
	Iteration 21Q: 3 clusters Score -4008090 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4008199.750000 Penalty: 5250.056152
	Iteration 22Q: 3 clusters Score -4008200 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -4008291.000000 Penalty: 5250.056152
	Iteration 23Q: 3 clusters Score -4008291 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -4008382.750000 Penalty: 5250.056152
	Iteration 24Q: 3 clusters Score -4008383 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4008443.000000 Penalty: 5250.056152
	Iteration 25Q: 3 clusters Score -4008443 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -4008514.000000 Penalty: 5250.056152
	Iteration 26Q: 3 clusters Score -4008514 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -4008561.250000 Penalty: 5250.056152
	Iteration 27Q: 3 clusters Score -4008561 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -4008629.750000 Penalty: 5250.056152
	Iteration 28Q: 3 clusters Score -4008630 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4008667.750000 Penalty: 5250.056152
	Iteration 29Q: 3 clusters Score -4008668 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4008695.500000 Penalty: 5250.056152
	Iteration 30Q: 3 clusters Score -4008696 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4008730.500000 Penalty: 5250.056152
	Iteration 31Q: 3 clusters Score -4008730 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -4008765.250000 Penalty: 5250.056152
	Iteration 32Q: 3 clusters Score -4008765 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4008793.750000 Penalty: 5250.056152
	Iteration 33Q: 3 clusters Score -4008794 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4008823.250000 Penalty: 5250.056152
	Iteration 34Q: 3 clusters Score -4008823 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4008830.250000 Penalty: 5250.056152
	Iteration 35Q: 3 clusters Score -4008830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4008854.000000 Penalty: 5250.056152
	Iteration 36Q: 3 clusters Score -4008854 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4008879.250000 Penalty: 5250.056152
	Iteration 37Q: 3 clusters Score -4008879 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4008893.500000 Penalty: 5250.056152
	Iteration 38Q: 3 clusters Score -4008894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4008911.000000 Penalty: 5250.056152
	Iteration 39Q: 3 clusters Score -4008911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4008920.750000 Penalty: 5250.056152
	Iteration 40F: 3 clusters Score -4008921 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4008944.500000 Penalty: 5250.056152
	Iteration 41Q: 3 clusters Score -4008944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4008964.750000 Penalty: 5250.056152
	Iteration 42Q: 3 clusters Score -4008965 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4008972.500000 Penalty: 5250.056152
	Iteration 43Q: 3 clusters Score -4008972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4008991.750000 Penalty: 5250.056152
	Iteration 44Q: 3 clusters Score -4008992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4009005.500000 Penalty: 5250.056152
	Iteration 45Q: 3 clusters Score -4009006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4009016.250000 Penalty: 5250.056152
	Iteration 46Q: 3 clusters Score -4009016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4009025.250000 Penalty: 5250.056152
	Iteration 47Q: 3 clusters Score -4009025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4009024.000000 Penalty: 5250.056152
	Iteration 48Q: 3 clusters Score -4009024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4009031.500000 Penalty: 5250.056152
	Iteration 49Q: 3 clusters Score -4009032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4009033.250000 Penalty: 5250.056152
	Iteration 50Q: 3 clusters Score -4009033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4009047.250000 Penalty: 5250.056152
	Iteration 51Q: 3 clusters Score -4009047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4009042.500000 Penalty: 5250.056152
	Iteration 52Q: 3 clusters Score -4009042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4009048.000000 Penalty: 5250.056152
	Iteration 53Q: 3 clusters Score -4009048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4009058.750000 Penalty: 5250.056152
	Iteration 54Q: 3 clusters Score -4009059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4009063.750000 Penalty: 5250.056152
	Iteration 55Q: 3 clusters Score -4009064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4009072.000000 Penalty: 5250.056152
	Iteration 56Q: 3 clusters Score -4009072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4009081.500000 Penalty: 5250.056152
	Iteration 57Q: 3 clusters Score -4009082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4009074.750000 Penalty: 5250.056152
	Iteration 58Q: 3 clusters Score -4009075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4009090.000000 Penalty: 5250.056152
	Iteration 59Q: 3 clusters Score -4009090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4009105.500000 Penalty: 5250.056152
	Iteration 60F: 3 clusters Score -4009106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4009119.000000 Penalty: 5250.056152
	Iteration 61Q: 3 clusters Score -4009119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4009126.750000 Penalty: 5250.056152
	Iteration 62Q: 3 clusters Score -4009127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4009132.250000 Penalty: 5250.056152
	Iteration 63Q: 3 clusters Score -4009132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4009134.500000 Penalty: 5250.056152
	Iteration 64Q: 3 clusters Score -4009134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4009142.750000 Penalty: 5250.056152
	Iteration 65Q: 3 clusters Score -4009143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4009163.750000 Penalty: 5250.056152
	Iteration 66Q: 3 clusters Score -4009164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4009164.000000 Penalty: 5250.056152
	Iteration 67Q: 3 clusters Score -4009164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4009176.500000 Penalty: 5250.056152
	Iteration 68Q: 3 clusters Score -4009176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4009186.000000 Penalty: 5250.056152
	Iteration 69Q: 3 clusters Score -4009186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4009188.500000 Penalty: 5250.056152
	Iteration 70Q: 3 clusters Score -4009188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4009195.000000 Penalty: 5250.056152
	Iteration 71Q: 3 clusters Score -4009195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4009205.500000 Penalty: 5250.056152
	Iteration 72Q: 3 clusters Score -4009206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4009206.750000 Penalty: 5250.056152
	Iteration 73Q: 3 clusters Score -4009207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4009220.500000 Penalty: 5250.056152
	Iteration 74Q: 3 clusters Score -4009220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4009224.750000 Penalty: 5250.056152
	Iteration 75Q: 3 clusters Score -4009225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4009235.000000 Penalty: 5250.056152
	Iteration 76Q: 3 clusters Score -4009235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4009248.500000 Penalty: 5250.056152
	Iteration 77Q: 3 clusters Score -4009248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4009255.000000 Penalty: 5250.056152
	Iteration 78Q: 3 clusters Score -4009255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4009252.500000 Penalty: 5250.056152
	Iteration 79Q: 3 clusters Score -4009252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4009261.500000 Penalty: 5250.056152
	Iteration 80F: 3 clusters Score -4009262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4009272.250000 Penalty: 5250.056152
	Iteration 81Q: 3 clusters Score -4009272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4009289.750000 Penalty: 5250.056152
	Iteration 82Q: 3 clusters Score -4009290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4009296.750000 Penalty: 5250.056152
	Iteration 83Q: 3 clusters Score -4009297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4009305.750000 Penalty: 5250.056152
	Iteration 84Q: 3 clusters Score -4009306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4009302.750000 Penalty: 5250.056152
	Iteration 85Q: 3 clusters Score -4009303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4009305.250000 Penalty: 5250.056152
	Iteration 86Q: 3 clusters Score -4009305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4009306.750000 Penalty: 5250.056152
	Iteration 87Q: 3 clusters Score -4009307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4009312.000000 Penalty: 5250.056152
	Iteration 88Q: 3 clusters Score -4009312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4009318.500000 Penalty: 5250.056152
	Iteration 89Q: 3 clusters Score -4009318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4009326.750000 Penalty: 5250.056152
	Iteration 90Q: 3 clusters Score -4009327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4009329.500000 Penalty: 5250.056152
	Iteration 91Q: 3 clusters Score -4009330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4009326.000000 Penalty: 5250.056152
	Iteration 92Q: 3 clusters Score -4009326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4009330.000000 Penalty: 5250.056152
	Iteration 93Q: 3 clusters Score -4009330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4009334.000000 Penalty: 5250.056152
	Iteration 94Q: 3 clusters Score -4009334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4009333.000000 Penalty: 5250.056152
	Iteration 95Q: 3 clusters Score -4009333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4009340.500000 Penalty: 5250.056152
	Iteration 96Q: 3 clusters Score -4009340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4009341.000000 Penalty: 5250.056152
	Iteration 97Q: 3 clusters Score -4009341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4009340.250000 Penalty: 5250.056152
	Iteration 98Q: 3 clusters Score -4009340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4009344.750000 Penalty: 5250.056152
	Iteration 99Q: 3 clusters Score -4009345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4009342.000000 Penalty: 5250.056152
	Iteration 100F: 3 clusters Score -4009342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4009342.750000 Penalty: 5250.056152
	Iteration 101Q: 3 clusters Score -4009343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4009340.500000 Penalty: 5250.056152
	Iteration 102Q: 3 clusters Score -4009340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4009338.500000 Penalty: 5250.056152
	Iteration 103Q: 3 clusters Score -4009338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4009343.500000 Penalty: 5250.056152
	Iteration 104Q: 3 clusters Score -4009344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4009342.250000 Penalty: 5250.056152
	Iteration 105Q: 3 clusters Score -4009342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4009346.750000 Penalty: 5250.056152
	Iteration 106Q: 3 clusters Score -4009347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4009348.000000 Penalty: 5250.056152
	Iteration 107Q: 3 clusters Score -4009348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4009348.000000 Penalty: 5250.056152
	Iteration 108F: 3 clusters Score -4009348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (192682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192682 members 
Entering Unmasked Estep 
Score: -19442882.000000 Penalty: 3017.861572
	Iteration 0F: 2 clusters Score -1.944288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96257 members 
Mstep: Class 2 contains 96425 members 
Entering Unmasked Estep 
Score: -19314004.000000 Penalty: 6035.723145
	Iteration 0F: 3 clusters Score -1.9314e+07 nChanged 92645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93210 members 
Mstep: Class 2 contains 99472 members 
Entering Unmasked Estep 
Score: -19368106.000000 Penalty: 6035.723145
	Iteration 1F: 3 clusters Score -1.936811e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91635 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
Score: -19368928.000000 Penalty: 6035.723145
	Iteration 2Q: 3 clusters Score -1.936893e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 103357 members 
Entering Unmasked Estep 
Score: -19370086.000000 Penalty: 6035.723145
	Iteration 3Q: 3 clusters Score -1.937009e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 106850 members 
Entering Unmasked Estep 
Score: -19371502.000000 Penalty: 6035.723145
	Iteration 4Q: 3 clusters Score -1.93715e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 112145 members 
Entering Unmasked Estep 
Score: -19373490.000000 Penalty: 6035.723145
	Iteration 5Q: 3 clusters Score -1.937349e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 119997 members 
Entering Unmasked Estep 
Score: -19377060.000000 Penalty: 6035.723145
	Iteration 6Q: 3 clusters Score -1.937706e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 131125 members 
Entering Unmasked Estep 
Score: -19383692.000000 Penalty: 6035.723145
	Iteration 7F: 3 clusters Score -1.938369e+07 nChanged 14827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 145880 members 
Entering Unmasked Estep 
Score: -19395284.000000 Penalty: 6035.723145
	Iteration 8F: 3 clusters Score -1.939528e+07 nChanged 16852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 162718 members 
Entering Unmasked Estep 
Score: -19410868.000000 Penalty: 6035.723145
	Iteration 9F: 3 clusters Score -1.941087e+07 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 177539 members 
Entering Unmasked Estep 
Score: -19425856.000000 Penalty: 6035.723145
	Iteration 10F: 3 clusters Score -1.942586e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 186554 members 
Entering Unmasked Estep 
Score: -19434830.000000 Penalty: 6035.723145
	Iteration 11Q: 3 clusters Score -1.943483e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 190311 members 
Entering Unmasked Estep 
Score: -19438426.000000 Penalty: 6035.723145
	Iteration 12Q: 3 clusters Score -1.943843e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 191579 members 
Entering Unmasked Estep 
Score: -19439574.000000 Penalty: 6035.723145
	Iteration 13Q: 3 clusters Score -1.943957e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 191990 members 
Entering Unmasked Estep 
Score: -19440010.000000 Penalty: 6035.723145
	Iteration 14Q: 3 clusters Score -1.944001e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 192127 members 
Entering Unmasked Estep 
Score: -19440220.000000 Penalty: 6035.723145
	Iteration 15Q: 3 clusters Score -1.944022e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 192168 members 
Entering Unmasked Estep 
Score: -19440280.000000 Penalty: 6035.723145
	Iteration 16Q: 3 clusters Score -1.944028e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 192186 members 
Entering Unmasked Estep 
Score: -19440338.000000 Penalty: 6035.723145
	Iteration 17Q: 3 clusters Score -1.944034e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 192199 members 
Entering Unmasked Estep 
Score: -19440356.000000 Penalty: 6035.723145
	Iteration 18Q: 3 clusters Score -1.944036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 192207 members 
Entering Unmasked Estep 
Score: -19440370.000000 Penalty: 6035.723145
	Iteration 19Q: 3 clusters Score -1.944037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 192215 members 
Entering Unmasked Estep 
Score: -19440392.000000 Penalty: 6035.723145
	Iteration 20F: 3 clusters Score -1.944039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 192220 members 
Entering Unmasked Estep 
Score: -19440396.000000 Penalty: 6035.723145
	Iteration 21Q: 3 clusters Score -1.94404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 192221 members 
Entering Unmasked Estep 
Score: -19440392.000000 Penalty: 6035.723145
	Iteration 22Q: 3 clusters Score -1.944039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 192223 members 
Entering Unmasked Estep 
Score: -19440394.000000 Penalty: 6035.723145
	Iteration 23Q: 3 clusters Score -1.944039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 192227 members 
Entering Unmasked Estep 
Score: -19440390.000000 Penalty: 6035.723145
	Iteration 24Q: 3 clusters Score -1.944039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 192230 members 
Entering Unmasked Estep 
Score: -19440390.000000 Penalty: 6035.723145
	Iteration 25Q: 3 clusters Score -1.944039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 192232 members 
Entering Unmasked Estep 
Score: -19440390.000000 Penalty: 6035.723145
	Iteration 26Q: 3 clusters Score -1.944039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 192232 members 
Entering Unmasked Estep 
Score: -19440400.000000 Penalty: 6035.723145
	Iteration 27Q: 3 clusters Score -1.94404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 192233 members 
Entering Unmasked Estep 
Score: -19440390.000000 Penalty: 6035.723145
	Iteration 28Q: 3 clusters Score -1.944039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 192234 members 
Entering Unmasked Estep 
Score: -19440394.000000 Penalty: 6035.723145
	Iteration 29Q: 3 clusters Score -1.944039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 192234 members 
Entering Unmasked Estep 
Score: -19440394.000000 Penalty: 6035.723145
	Iteration 30F: 3 clusters Score -1.944039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Entering Unmasked Estep 
Score: -1891503.625000 Penalty: 2444.086914
	Iteration 0F: 2 clusters Score -1891504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1878016.375000 Penalty: 4888.173828
	Iteration 0F: 3 clusters Score -1878016 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1882620.375000 Penalty: 4888.173828
	Iteration 1F: 3 clusters Score -1882620 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1883158.000000 Penalty: 4888.173828
	Iteration 2F: 3 clusters Score -1883158 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1883659.625000 Penalty: 4888.173828
	Iteration 3F: 3 clusters Score -1883660 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1884276.625000 Penalty: 4888.173828
	Iteration 4F: 3 clusters Score -1884277 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1885034.625000 Penalty: 4888.173828
	Iteration 5F: 3 clusters Score -1885035 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1885820.250000 Penalty: 4888.173828
	Iteration 6F: 3 clusters Score -1885820 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1886586.375000 Penalty: 4888.173828
	Iteration 7F: 3 clusters Score -1886586 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1887199.000000 Penalty: 4888.173828
	Iteration 8F: 3 clusters Score -1887199 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1887621.875000 Penalty: 4888.173828
	Iteration 9Q: 3 clusters Score -1887622 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1887930.625000 Penalty: 4888.173828
	Iteration 10Q: 3 clusters Score -1887931 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1888125.250000 Penalty: 4888.173828
	Iteration 11Q: 3 clusters Score -1888125 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1888292.125000 Penalty: 4888.173828
	Iteration 12Q: 3 clusters Score -1888292 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1888432.750000 Penalty: 4888.173828
	Iteration 13Q: 3 clusters Score -1888433 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1888554.875000 Penalty: 4888.173828
	Iteration 14Q: 3 clusters Score -1888555 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1888685.000000 Penalty: 4888.173828
	Iteration 15Q: 3 clusters Score -1888685 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1888816.875000 Penalty: 4888.173828
	Iteration 16Q: 3 clusters Score -1888817 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1888958.500000 Penalty: 4888.173828
	Iteration 17Q: 3 clusters Score -1888958 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1889084.500000 Penalty: 4888.173828
	Iteration 18Q: 3 clusters Score -1889084 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1889209.125000 Penalty: 4888.173828
	Iteration 19Q: 3 clusters Score -1889209 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1889322.500000 Penalty: 4888.173828
	Iteration 20F: 3 clusters Score -1889322 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1889410.250000 Penalty: 4888.173828
	Iteration 21Q: 3 clusters Score -1889410 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1889511.500000 Penalty: 4888.173828
	Iteration 22Q: 3 clusters Score -1889512 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1889614.000000 Penalty: 4888.173828
	Iteration 23Q: 3 clusters Score -1889614 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1889722.375000 Penalty: 4888.173828
	Iteration 24Q: 3 clusters Score -1889722 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1889858.250000 Penalty: 4888.173828
	Iteration 25Q: 3 clusters Score -1889858 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1890022.750000 Penalty: 4888.173828
	Iteration 26Q: 3 clusters Score -1890023 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1890190.875000 Penalty: 4888.173828
	Iteration 27Q: 3 clusters Score -1890191 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1890322.125000 Penalty: 4888.173828
	Iteration 28Q: 3 clusters Score -1890322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1890433.375000 Penalty: 4888.173828
	Iteration 29Q: 3 clusters Score -1890433 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1890521.375000 Penalty: 4888.173828
	Iteration 30Q: 3 clusters Score -1890521 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1890587.375000 Penalty: 4888.173828
	Iteration 31Q: 3 clusters Score -1890587 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1890622.375000 Penalty: 4888.173828
	Iteration 32Q: 3 clusters Score -1890622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1890648.250000 Penalty: 4888.173828
	Iteration 33Q: 3 clusters Score -1890648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1890669.125000 Penalty: 4888.173828
	Iteration 34Q: 3 clusters Score -1890669 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1890684.875000 Penalty: 4888.173828
	Iteration 35Q: 3 clusters Score -1890685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1890690.875000 Penalty: 4888.173828
	Iteration 36Q: 3 clusters Score -1890691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1890696.000000 Penalty: 4888.173828
	Iteration 37Q: 3 clusters Score -1890696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1890700.875000 Penalty: 4888.173828
	Iteration 38Q: 3 clusters Score -1890701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1890703.000000 Penalty: 4888.173828
	Iteration 39Q: 3 clusters Score -1890703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1890701.125000 Penalty: 4888.173828
	Iteration 40F: 3 clusters Score -1890701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1890702.750000 Penalty: 4888.173828
	Iteration 41Q: 3 clusters Score -1890703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1890702.750000 Penalty: 4888.173828
	Iteration 42F: 3 clusters Score -1890703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Entering Unmasked Estep 
Score: -1062970.500000 Penalty: 2305.331787
	Iteration 0F: 2 clusters Score -1062970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1054779.500000 Penalty: 4610.663574
	Iteration 0F: 3 clusters Score -1054780 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1057192.000000 Penalty: 4610.663574
	Iteration 1F: 3 clusters Score -1057192 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1057549.500000 Penalty: 4610.663574
	Iteration 2F: 3 clusters Score -1057550 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1057855.500000 Penalty: 4610.663574
	Iteration 3F: 3 clusters Score -1057856 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1058099.125000 Penalty: 4610.663574
	Iteration 4Q: 3 clusters Score -1058099 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1058325.875000 Penalty: 4610.663574
	Iteration 5Q: 3 clusters Score -1058326 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1058540.875000 Penalty: 4610.663574
	Iteration 6Q: 3 clusters Score -1058541 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1058754.875000 Penalty: 4610.663574
	Iteration 7Q: 3 clusters Score -1058755 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1058947.375000 Penalty: 4610.663574
	Iteration 8Q: 3 clusters Score -1058947 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1059112.875000 Penalty: 4610.663574
	Iteration 9Q: 3 clusters Score -1059113 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1059256.750000 Penalty: 4610.663574
	Iteration 10Q: 3 clusters Score -1059257 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1059419.500000 Penalty: 4610.663574
	Iteration 11Q: 3 clusters Score -1059420 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1059556.375000 Penalty: 4610.663574
	Iteration 12Q: 3 clusters Score -1059556 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1059670.625000 Penalty: 4610.663574
	Iteration 13Q: 3 clusters Score -1059671 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1059803.250000 Penalty: 4610.663574
	Iteration 14Q: 3 clusters Score -1059803 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1059909.500000 Penalty: 4610.663574
	Iteration 15Q: 3 clusters Score -1059910 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1060024.000000 Penalty: 4610.663574
	Iteration 16Q: 3 clusters Score -1060024 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1060126.250000 Penalty: 4610.663574
	Iteration 17Q: 3 clusters Score -1060126 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1060214.250000 Penalty: 4610.663574
	Iteration 18Q: 3 clusters Score -1060214 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1060296.750000 Penalty: 4610.663574
	Iteration 19Q: 3 clusters Score -1060297 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1060376.625000 Penalty: 4610.663574
	Iteration 20F: 3 clusters Score -1060377 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1060455.875000 Penalty: 4610.663574
	Iteration 21Q: 3 clusters Score -1060456 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1060525.625000 Penalty: 4610.663574
	Iteration 22Q: 3 clusters Score -1060526 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1060595.375000 Penalty: 4610.663574
	Iteration 23Q: 3 clusters Score -1060595 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1060639.625000 Penalty: 4610.663574
	Iteration 24Q: 3 clusters Score -1060640 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1060684.625000 Penalty: 4610.663574
	Iteration 25Q: 3 clusters Score -1060685 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1060726.000000 Penalty: 4610.663574
	Iteration 26Q: 3 clusters Score -1060726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1060757.500000 Penalty: 4610.663574
	Iteration 27Q: 3 clusters Score -1060758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1060783.000000 Penalty: 4610.663574
	Iteration 28Q: 3 clusters Score -1060783 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1060811.625000 Penalty: 4610.663574
	Iteration 29Q: 3 clusters Score -1060812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1060833.125000 Penalty: 4610.663574
	Iteration 30Q: 3 clusters Score -1060833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1060853.000000 Penalty: 4610.663574
	Iteration 31Q: 3 clusters Score -1060853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1060868.625000 Penalty: 4610.663574
	Iteration 32Q: 3 clusters Score -1060869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1060883.375000 Penalty: 4610.663574
	Iteration 33Q: 3 clusters Score -1060883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1060896.250000 Penalty: 4610.663574
	Iteration 34Q: 3 clusters Score -1060896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1060909.500000 Penalty: 4610.663574
	Iteration 35Q: 3 clusters Score -1060910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1060921.000000 Penalty: 4610.663574
	Iteration 36Q: 3 clusters Score -1060921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1060934.375000 Penalty: 4610.663574
	Iteration 37Q: 3 clusters Score -1060934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1060940.750000 Penalty: 4610.663574
	Iteration 38Q: 3 clusters Score -1060941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1060947.250000 Penalty: 4610.663574
	Iteration 39Q: 3 clusters Score -1060947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1060952.500000 Penalty: 4610.663574
	Iteration 40F: 3 clusters Score -1060952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1060960.125000 Penalty: 4610.663574
	Iteration 41Q: 3 clusters Score -1060960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1060961.625000 Penalty: 4610.663574
	Iteration 42Q: 3 clusters Score -1060962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1060965.750000 Penalty: 4610.663574
	Iteration 43Q: 3 clusters Score -1060966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1060969.750000 Penalty: 4610.663574
	Iteration 44Q: 3 clusters Score -1060970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1060972.000000 Penalty: 4610.663574
	Iteration 45Q: 3 clusters Score -1060972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1060974.375000 Penalty: 4610.663574
	Iteration 46Q: 3 clusters Score -1060974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1060976.125000 Penalty: 4610.663574
	Iteration 47Q: 3 clusters Score -1060976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1060978.125000 Penalty: 4610.663574
	Iteration 48Q: 3 clusters Score -1060978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1060980.000000 Penalty: 4610.663574
	Iteration 49Q: 3 clusters Score -1060980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1060980.250000 Penalty: 4610.663574
	Iteration 50Q: 3 clusters Score -1060980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1060981.875000 Penalty: 4610.663574
	Iteration 51Q: 3 clusters Score -1060982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1060981.875000 Penalty: 4610.663574
	Iteration 52F: 3 clusters Score -1060982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Entering Unmasked Estep 
Score: -534604.187500 Penalty: 2136.036133
	Iteration 0F: 2 clusters Score -534604.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -529800.875000 Penalty: 4272.072266
	Iteration 0F: 3 clusters Score -529800.9 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -531015.062500 Penalty: 4272.072266
	Iteration 1F: 3 clusters Score -531015.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -531349.500000 Penalty: 4272.072266
	Iteration 2F: 3 clusters Score -531349.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -531607.062500 Penalty: 4272.072266
	Iteration 3F: 3 clusters Score -531607.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -531845.187500 Penalty: 4272.072266
	Iteration 4F: 3 clusters Score -531845.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -532088.312500 Penalty: 4272.072266
	Iteration 5F: 3 clusters Score -532088.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -532325.937500 Penalty: 4272.072266
	Iteration 6F: 3 clusters Score -532325.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -532503.250000 Penalty: 4272.072266
	Iteration 7Q: 3 clusters Score -532503.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -532626.187500 Penalty: 4272.072266
	Iteration 8Q: 3 clusters Score -532626.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -532720.437500 Penalty: 4272.072266
	Iteration 9Q: 3 clusters Score -532720.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -532811.375000 Penalty: 4272.072266
	Iteration 10Q: 3 clusters Score -532811.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -532875.187500 Penalty: 4272.072266
	Iteration 11Q: 3 clusters Score -532875.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -532925.812500 Penalty: 4272.072266
	Iteration 12Q: 3 clusters Score -532925.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -532967.187500 Penalty: 4272.072266
	Iteration 13Q: 3 clusters Score -532967.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -533005.812500 Penalty: 4272.072266
	Iteration 14Q: 3 clusters Score -533005.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -533046.875000 Penalty: 4272.072266
	Iteration 15Q: 3 clusters Score -533046.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -533086.500000 Penalty: 4272.072266
	Iteration 16Q: 3 clusters Score -533086.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -533123.062500 Penalty: 4272.072266
	Iteration 17Q: 3 clusters Score -533123.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -533157.187500 Penalty: 4272.072266
	Iteration 18Q: 3 clusters Score -533157.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -533178.125000 Penalty: 4272.072266
	Iteration 19Q: 3 clusters Score -533178.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -533191.187500 Penalty: 4272.072266
	Iteration 20F: 3 clusters Score -533191.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -533198.062500 Penalty: 4272.072266
	Iteration 21Q: 3 clusters Score -533198.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -533204.375000 Penalty: 4272.072266
	Iteration 22Q: 3 clusters Score -533204.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -533208.750000 Penalty: 4272.072266
	Iteration 23Q: 3 clusters Score -533208.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -533210.000000 Penalty: 4272.072266
	Iteration 24Q: 3 clusters Score -533210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -533210.750000 Penalty: 4272.072266
	Iteration 25Q: 3 clusters Score -533210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -533211.875000 Penalty: 4272.072266
	Iteration 26Q: 3 clusters Score -533211.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -533211.875000 Penalty: 4272.072266
	Iteration 27F: 3 clusters Score -533211.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (59860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Entering Unmasked Estep 
Score: -6085891.500000 Penalty: 2727.941406
	Iteration 0F: 2 clusters Score -6085892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -6045427.000000 Penalty: 5455.882812
	Iteration 0F: 3 clusters Score -6045427 nChanged 27939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -6061092.500000 Penalty: 5455.882812
	Iteration 1F: 3 clusters Score -6061092 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -6061742.500000 Penalty: 5455.882812
	Iteration 2Q: 3 clusters Score -6061742 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -6062364.000000 Penalty: 5455.882812
	Iteration 3Q: 3 clusters Score -6062364 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -6063077.500000 Penalty: 5455.882812
	Iteration 4Q: 3 clusters Score -6063078 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -6063915.500000 Penalty: 5455.882812
	Iteration 5Q: 3 clusters Score -6063916 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -6065174.000000 Penalty: 5455.882812
	Iteration 6Q: 3 clusters Score -6065174 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -6066816.000000 Penalty: 5455.882812
	Iteration 7Q: 3 clusters Score -6066816 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -6069002.000000 Penalty: 5455.882812
	Iteration 8F: 3 clusters Score -6069002 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -6071753.500000 Penalty: 5455.882812
	Iteration 9F: 3 clusters Score -6071754 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -6074548.500000 Penalty: 5455.882812
	Iteration 10F: 3 clusters Score -6074548 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -6077046.000000 Penalty: 5455.882812
	Iteration 11F: 3 clusters Score -6077046 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -6079040.000000 Penalty: 5455.882812
	Iteration 12Q: 3 clusters Score -6079040 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -6080579.000000 Penalty: 5455.882812
	Iteration 13Q: 3 clusters Score -6080579 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -6081585.500000 Penalty: 5455.882812
	Iteration 14Q: 3 clusters Score -6081586 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -6082286.500000 Penalty: 5455.882812
	Iteration 15Q: 3 clusters Score -6082286 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 58256 members 
Entering Unmasked Estep 
Score: -6082707.000000 Penalty: 5455.882812
	Iteration 16Q: 3 clusters Score -6082707 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -6082960.000000 Penalty: 5455.882812
	Iteration 17Q: 3 clusters Score -6082960 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -6083143.500000 Penalty: 5455.882812
	Iteration 18Q: 3 clusters Score -6083144 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -6083229.000000 Penalty: 5455.882812
	Iteration 19Q: 3 clusters Score -6083229 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -6083304.500000 Penalty: 5455.882812
	Iteration 20F: 3 clusters Score -6083304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -6083372.000000 Penalty: 5455.882812
	Iteration 21Q: 3 clusters Score -6083372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -6083421.000000 Penalty: 5455.882812
	Iteration 22Q: 3 clusters Score -6083421 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 59254 members 
Entering Unmasked Estep 
Score: -6083476.500000 Penalty: 5455.882812
	Iteration 23Q: 3 clusters Score -6083476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -6083504.000000 Penalty: 5455.882812
	Iteration 24Q: 3 clusters Score -6083504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -6083522.500000 Penalty: 5455.882812
	Iteration 25Q: 3 clusters Score -6083522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -6083539.000000 Penalty: 5455.882812
	Iteration 26Q: 3 clusters Score -6083539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -6083552.000000 Penalty: 5455.882812
	Iteration 27Q: 3 clusters Score -6083552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -6083557.000000 Penalty: 5455.882812
	Iteration 28Q: 3 clusters Score -6083557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -6083560.000000 Penalty: 5455.882812
	Iteration 29Q: 3 clusters Score -6083560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -6083562.000000 Penalty: 5455.882812
	Iteration 30Q: 3 clusters Score -6083562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -6083567.000000 Penalty: 5455.882812
	Iteration 31Q: 3 clusters Score -6083567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -6083575.500000 Penalty: 5455.882812
	Iteration 32Q: 3 clusters Score -6083576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -6083584.500000 Penalty: 5455.882812
	Iteration 33Q: 3 clusters Score -6083584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -6083582.500000 Penalty: 5455.882812
	Iteration 34Q: 3 clusters Score -6083582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -6083586.500000 Penalty: 5455.882812
	Iteration 35Q: 3 clusters Score -6083586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -6083593.500000 Penalty: 5455.882812
	Iteration 36Q: 3 clusters Score -6083594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -6083591.500000 Penalty: 5455.882812
	Iteration 37Q: 3 clusters Score -6083592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -6083595.500000 Penalty: 5455.882812
	Iteration 38Q: 3 clusters Score -6083596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -6083595.500000 Penalty: 5455.882812
	Iteration 39Q: 3 clusters Score -6083596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -6083595.500000 Penalty: 5455.882812
	Iteration 40F: 3 clusters Score -6083596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (327637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327637 members 
Entering Unmasked Estep 
Score: -32785440.000000 Penalty: 3149.516113
	Iteration 0F: 2 clusters Score -3.278544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163865 members 
Mstep: Class 2 contains 163772 members 
Entering Unmasked Estep 
Score: -32569740.000000 Penalty: 6299.032227
	Iteration 0F: 3 clusters Score -3.256974e+07 nChanged 159179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161174 members 
Mstep: Class 2 contains 166463 members 
Entering Unmasked Estep 
Score: -32665028.000000 Penalty: 6299.032227
	Iteration 1F: 3 clusters Score -3.266503e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160327 members 
Mstep: Class 2 contains 167310 members 
Entering Unmasked Estep 
Score: -32666596.000000 Penalty: 6299.032227
	Iteration 2Q: 3 clusters Score -3.26666e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159177 members 
Mstep: Class 2 contains 168460 members 
Entering Unmasked Estep 
Score: -32668118.000000 Penalty: 6299.032227
	Iteration 3Q: 3 clusters Score -3.266812e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157443 members 
Mstep: Class 2 contains 170194 members 
Entering Unmasked Estep 
Score: -32670436.000000 Penalty: 6299.032227
	Iteration 4Q: 3 clusters Score -3.267044e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155105 members 
Mstep: Class 2 contains 172532 members 
Entering Unmasked Estep 
Score: -32673988.000000 Penalty: 6299.032227
	Iteration 5Q: 3 clusters Score -3.267399e+07 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152042 members 
Mstep: Class 2 contains 175595 members 
Entering Unmasked Estep 
Score: -32679586.000000 Penalty: 6299.032227
	Iteration 6Q: 3 clusters Score -3.267959e+07 nChanged 15810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148508 members 
Mstep: Class 2 contains 179129 members 
Entering Unmasked Estep 
Score: -32688388.000000 Penalty: 6299.032227
	Iteration 7Q: 3 clusters Score -3.268839e+07 nChanged 19281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144887 members 
Mstep: Class 2 contains 182750 members 
Entering Unmasked Estep 
Score: -32701950.000000 Penalty: 6299.032227
	Iteration 8F: 3 clusters Score -3.270195e+07 nChanged 21292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142217 members 
Mstep: Class 2 contains 185420 members 
Entering Unmasked Estep 
Score: -32717192.000000 Penalty: 6299.032227
	Iteration 9F: 3 clusters Score -3.271719e+07 nChanged 18752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140803 members 
Mstep: Class 2 contains 186834 members 
Entering Unmasked Estep 
Score: -32726650.000000 Penalty: 6299.032227
	Iteration 10F: 3 clusters Score -3.272665e+07 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139962 members 
Mstep: Class 2 contains 187675 members 
Entering Unmasked Estep 
Score: -32729524.000000 Penalty: 6299.032227
	Iteration 11Q: 3 clusters Score -3.272952e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139310 members 
Mstep: Class 2 contains 188327 members 
Entering Unmasked Estep 
Score: -32730200.000000 Penalty: 6299.032227
	Iteration 12Q: 3 clusters Score -3.27302e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138670 members 
Mstep: Class 2 contains 188967 members 
Entering Unmasked Estep 
Score: -32730562.000000 Penalty: 6299.032227
	Iteration 13Q: 3 clusters Score -3.273056e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137989 members 
Mstep: Class 2 contains 189648 members 
Entering Unmasked Estep 
Score: -32730718.000000 Penalty: 6299.032227
	Iteration 14Q: 3 clusters Score -3.273072e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137307 members 
Mstep: Class 2 contains 190330 members 
Entering Unmasked Estep 
Score: -32730720.000000 Penalty: 6299.032227
	Iteration 15Q: 3 clusters Score -3.273072e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136699 members 
Mstep: Class 2 contains 190938 members 
Entering Unmasked Estep 
Score: -32730838.000000 Penalty: 6299.032227
	Iteration 16Q: 3 clusters Score -3.273084e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136072 members 
Mstep: Class 2 contains 191565 members 
Entering Unmasked Estep 
Score: -32731052.000000 Penalty: 6299.032227
	Iteration 17Q: 3 clusters Score -3.273105e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135429 members 
Mstep: Class 2 contains 192208 members 
Entering Unmasked Estep 
Score: -32731086.000000 Penalty: 6299.032227
	Iteration 18Q: 3 clusters Score -3.273109e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134806 members 
Mstep: Class 2 contains 192831 members 
Entering Unmasked Estep 
Score: -32731304.000000 Penalty: 6299.032227
	Iteration 19Q: 3 clusters Score -3.27313e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134195 members 
Mstep: Class 2 contains 193442 members 
Entering Unmasked Estep 
Score: -32731538.000000 Penalty: 6299.032227
	Iteration 20F: 3 clusters Score -3.273154e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133543 members 
Mstep: Class 2 contains 194094 members 
Entering Unmasked Estep 
Score: -32731654.000000 Penalty: 6299.032227
	Iteration 21Q: 3 clusters Score -3.273165e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132920 members 
Mstep: Class 2 contains 194717 members 
Entering Unmasked Estep 
Score: -32731672.000000 Penalty: 6299.032227
	Iteration 22Q: 3 clusters Score -3.273167e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132307 members 
Mstep: Class 2 contains 195330 members 
Entering Unmasked Estep 
Score: -32731718.000000 Penalty: 6299.032227
	Iteration 23Q: 3 clusters Score -3.273172e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131715 members 
Mstep: Class 2 contains 195922 members 
Entering Unmasked Estep 
Score: -32731778.000000 Penalty: 6299.032227
	Iteration 24Q: 3 clusters Score -3.273178e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131102 members 
Mstep: Class 2 contains 196535 members 
Entering Unmasked Estep 
Score: -32732074.000000 Penalty: 6299.032227
	Iteration 25Q: 3 clusters Score -3.273207e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130527 members 
Mstep: Class 2 contains 197110 members 
Entering Unmasked Estep 
Score: -32732226.000000 Penalty: 6299.032227
	Iteration 26Q: 3 clusters Score -3.273223e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129979 members 
Mstep: Class 2 contains 197658 members 
Entering Unmasked Estep 
Score: -32732276.000000 Penalty: 6299.032227
	Iteration 27Q: 3 clusters Score -3.273228e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129520 members 
Mstep: Class 2 contains 198117 members 
Entering Unmasked Estep 
Score: -32732424.000000 Penalty: 6299.032227
	Iteration 28Q: 3 clusters Score -3.273242e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129103 members 
Mstep: Class 2 contains 198534 members 
Entering Unmasked Estep 
Score: -32732516.000000 Penalty: 6299.032227
	Iteration 29Q: 3 clusters Score -3.273252e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128681 members 
Mstep: Class 2 contains 198956 members 
Entering Unmasked Estep 
Score: -32732660.000000 Penalty: 6299.032227
	Iteration 30Q: 3 clusters Score -3.273266e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128255 members 
Mstep: Class 2 contains 199382 members 
Entering Unmasked Estep 
Score: -32732838.000000 Penalty: 6299.032227
	Iteration 31Q: 3 clusters Score -3.273284e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127868 members 
Mstep: Class 2 contains 199769 members 
Entering Unmasked Estep 
Score: -32732908.000000 Penalty: 6299.032227
	Iteration 32Q: 3 clusters Score -3.273291e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127449 members 
Mstep: Class 2 contains 200188 members 
Entering Unmasked Estep 
Score: -32732932.000000 Penalty: 6299.032227
	Iteration 33Q: 3 clusters Score -3.273293e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127008 members 
Mstep: Class 2 contains 200629 members 
Entering Unmasked Estep 
Score: -32733046.000000 Penalty: 6299.032227
	Iteration 34Q: 3 clusters Score -3.273305e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126506 members 
Mstep: Class 2 contains 201131 members 
Entering Unmasked Estep 
Score: -32733218.000000 Penalty: 6299.032227
	Iteration 35Q: 3 clusters Score -3.273322e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126006 members 
Mstep: Class 2 contains 201631 members 
Entering Unmasked Estep 
Score: -32733294.000000 Penalty: 6299.032227
	Iteration 36Q: 3 clusters Score -3.273329e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125520 members 
Mstep: Class 2 contains 202117 members 
Entering Unmasked Estep 
Score: -32733274.000000 Penalty: 6299.032227
	Iteration 37Q: 3 clusters Score -3.273327e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125071 members 
Mstep: Class 2 contains 202566 members 
Entering Unmasked Estep 
Score: -32733426.000000 Penalty: 6299.032227
	Iteration 38Q: 3 clusters Score -3.273343e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124612 members 
Mstep: Class 2 contains 203025 members 
Entering Unmasked Estep 
Score: -32733590.000000 Penalty: 6299.032227
	Iteration 39Q: 3 clusters Score -3.273359e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124191 members 
Mstep: Class 2 contains 203446 members 
Entering Unmasked Estep 
Score: -32733766.000000 Penalty: 6299.032227
	Iteration 40F: 3 clusters Score -3.273377e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123796 members 
Mstep: Class 2 contains 203841 members 
Entering Unmasked Estep 
Score: -32733848.000000 Penalty: 6299.032227
	Iteration 41Q: 3 clusters Score -3.273385e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123336 members 
Mstep: Class 2 contains 204301 members 
Entering Unmasked Estep 
Score: -32733832.000000 Penalty: 6299.032227
	Iteration 42Q: 3 clusters Score -3.273383e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122860 members 
Mstep: Class 2 contains 204777 members 
Entering Unmasked Estep 
Score: -32734014.000000 Penalty: 6299.032227
	Iteration 43Q: 3 clusters Score -3.273401e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122411 members 
Mstep: Class 2 contains 205226 members 
Entering Unmasked Estep 
Score: -32734014.000000 Penalty: 6299.032227
	Iteration 44Q: 3 clusters Score -3.273401e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121959 members 
Mstep: Class 2 contains 205678 members 
Entering Unmasked Estep 
Score: -32734110.000000 Penalty: 6299.032227
	Iteration 45Q: 3 clusters Score -3.273411e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121534 members 
Mstep: Class 2 contains 206103 members 
Entering Unmasked Estep 
Score: -32734060.000000 Penalty: 6299.032227
	Iteration 46Q: 3 clusters Score -3.273406e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121162 members 
Mstep: Class 2 contains 206475 members 
Entering Unmasked Estep 
Score: -32734108.000000 Penalty: 6299.032227
	Iteration 47Q: 3 clusters Score -3.273411e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120800 members 
Mstep: Class 2 contains 206837 members 
Entering Unmasked Estep 
Score: -32734134.000000 Penalty: 6299.032227
	Iteration 48Q: 3 clusters Score -3.273413e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120426 members 
Mstep: Class 2 contains 207211 members 
Entering Unmasked Estep 
Score: -32734196.000000 Penalty: 6299.032227
	Iteration 49Q: 3 clusters Score -3.27342e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119995 members 
Mstep: Class 2 contains 207642 members 
Entering Unmasked Estep 
Score: -32734226.000000 Penalty: 6299.032227
	Iteration 50Q: 3 clusters Score -3.273423e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119508 members 
Mstep: Class 2 contains 208129 members 
Entering Unmasked Estep 
Score: -32734288.000000 Penalty: 6299.032227
	Iteration 51Q: 3 clusters Score -3.273429e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119006 members 
Mstep: Class 2 contains 208631 members 
Entering Unmasked Estep 
Score: -32734374.000000 Penalty: 6299.032227
	Iteration 52Q: 3 clusters Score -3.273437e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118512 members 
Mstep: Class 2 contains 209125 members 
Entering Unmasked Estep 
Score: -32734496.000000 Penalty: 6299.032227
	Iteration 53Q: 3 clusters Score -3.27345e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118013 members 
Mstep: Class 2 contains 209624 members 
Entering Unmasked Estep 
Score: -32734630.000000 Penalty: 6299.032227
	Iteration 54Q: 3 clusters Score -3.273463e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117525 members 
Mstep: Class 2 contains 210112 members 
Entering Unmasked Estep 
Score: -32734702.000000 Penalty: 6299.032227
	Iteration 55Q: 3 clusters Score -3.27347e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117028 members 
Mstep: Class 2 contains 210609 members 
Entering Unmasked Estep 
Score: -32734854.000000 Penalty: 6299.032227
	Iteration 56Q: 3 clusters Score -3.273485e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116500 members 
Mstep: Class 2 contains 211137 members 
Entering Unmasked Estep 
Score: -32735010.000000 Penalty: 6299.032227
	Iteration 57Q: 3 clusters Score -3.273501e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115993 members 
Mstep: Class 2 contains 211644 members 
Entering Unmasked Estep 
Score: -32734964.000000 Penalty: 6299.032227
	Iteration 58Q: 3 clusters Score -3.273496e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115471 members 
Mstep: Class 2 contains 212166 members 
Entering Unmasked Estep 
Score: -32735056.000000 Penalty: 6299.032227
	Iteration 59Q: 3 clusters Score -3.273506e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114915 members 
Mstep: Class 2 contains 212722 members 
Entering Unmasked Estep 
Score: -32735050.000000 Penalty: 6299.032227
	Iteration 60F: 3 clusters Score -3.273505e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114385 members 
Mstep: Class 2 contains 213252 members 
Entering Unmasked Estep 
Score: -32735122.000000 Penalty: 6299.032227
	Iteration 61Q: 3 clusters Score -3.273512e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113888 members 
Mstep: Class 2 contains 213749 members 
Entering Unmasked Estep 
Score: -32735216.000000 Penalty: 6299.032227
	Iteration 62Q: 3 clusters Score -3.273522e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113462 members 
Mstep: Class 2 contains 214175 members 
Entering Unmasked Estep 
Score: -32735298.000000 Penalty: 6299.032227
	Iteration 63Q: 3 clusters Score -3.27353e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113029 members 
Mstep: Class 2 contains 214608 members 
Entering Unmasked Estep 
Score: -32735288.000000 Penalty: 6299.032227
	Iteration 64Q: 3 clusters Score -3.273529e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112665 members 
Mstep: Class 2 contains 214972 members 
Entering Unmasked Estep 
Score: -32735254.000000 Penalty: 6299.032227
	Iteration 65Q: 3 clusters Score -3.273525e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112298 members 
Mstep: Class 2 contains 215339 members 
Entering Unmasked Estep 
Score: -32735330.000000 Penalty: 6299.032227
	Iteration 66Q: 3 clusters Score -3.273533e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111910 members 
Mstep: Class 2 contains 215727 members 
Entering Unmasked Estep 
Score: -32735378.000000 Penalty: 6299.032227
	Iteration 67Q: 3 clusters Score -3.273538e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111542 members 
Mstep: Class 2 contains 216095 members 
Entering Unmasked Estep 
Score: -32735412.000000 Penalty: 6299.032227
	Iteration 68Q: 3 clusters Score -3.273541e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111141 members 
Mstep: Class 2 contains 216496 members 
Entering Unmasked Estep 
Score: -32735614.000000 Penalty: 6299.032227
	Iteration 69Q: 3 clusters Score -3.273561e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110739 members 
Mstep: Class 2 contains 216898 members 
Entering Unmasked Estep 
Score: -32735600.000000 Penalty: 6299.032227
	Iteration 70Q: 3 clusters Score -3.27356e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110322 members 
Mstep: Class 2 contains 217315 members 
Entering Unmasked Estep 
Score: -32735652.000000 Penalty: 6299.032227
	Iteration 71Q: 3 clusters Score -3.273565e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109901 members 
Mstep: Class 2 contains 217736 members 
Entering Unmasked Estep 
Score: -32735774.000000 Penalty: 6299.032227
	Iteration 72Q: 3 clusters Score -3.273577e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109444 members 
Mstep: Class 2 contains 218193 members 
Entering Unmasked Estep 
Score: -32735882.000000 Penalty: 6299.032227
	Iteration 73Q: 3 clusters Score -3.273588e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108966 members 
Mstep: Class 2 contains 218671 members 
Entering Unmasked Estep 
Score: -32735986.000000 Penalty: 6299.032227
	Iteration 74Q: 3 clusters Score -3.273599e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108463 members 
Mstep: Class 2 contains 219174 members 
Entering Unmasked Estep 
Score: -32735992.000000 Penalty: 6299.032227
	Iteration 75Q: 3 clusters Score -3.273599e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107936 members 
Mstep: Class 2 contains 219701 members 
Entering Unmasked Estep 
Score: -32735998.000000 Penalty: 6299.032227
	Iteration 76Q: 3 clusters Score -3.2736e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107420 members 
Mstep: Class 2 contains 220217 members 
Entering Unmasked Estep 
Score: -32736098.000000 Penalty: 6299.032227
	Iteration 77Q: 3 clusters Score -3.27361e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106870 members 
Mstep: Class 2 contains 220767 members 
Entering Unmasked Estep 
Score: -32736270.000000 Penalty: 6299.032227
	Iteration 78Q: 3 clusters Score -3.273627e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106349 members 
Mstep: Class 2 contains 221288 members 
Entering Unmasked Estep 
Score: -32736390.000000 Penalty: 6299.032227
	Iteration 79Q: 3 clusters Score -3.273639e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105834 members 
Mstep: Class 2 contains 221803 members 
Entering Unmasked Estep 
Score: -32736446.000000 Penalty: 6299.032227
	Iteration 80F: 3 clusters Score -3.273645e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105255 members 
Mstep: Class 2 contains 222382 members 
Entering Unmasked Estep 
Score: -32736516.000000 Penalty: 6299.032227
	Iteration 81Q: 3 clusters Score -3.273652e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104694 members 
Mstep: Class 2 contains 222943 members 
Entering Unmasked Estep 
Score: -32736544.000000 Penalty: 6299.032227
	Iteration 82Q: 3 clusters Score -3.273654e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104157 members 
Mstep: Class 2 contains 223480 members 
Entering Unmasked Estep 
Score: -32736574.000000 Penalty: 6299.032227
	Iteration 83Q: 3 clusters Score -3.273657e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103608 members 
Mstep: Class 2 contains 224029 members 
Entering Unmasked Estep 
Score: -32736670.000000 Penalty: 6299.032227
	Iteration 84Q: 3 clusters Score -3.273667e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 224511 members 
Entering Unmasked Estep 
Score: -32736760.000000 Penalty: 6299.032227
	Iteration 85Q: 3 clusters Score -3.273676e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102622 members 
Mstep: Class 2 contains 225015 members 
Entering Unmasked Estep 
Score: -32736852.000000 Penalty: 6299.032227
	Iteration 86Q: 3 clusters Score -3.273685e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102113 members 
Mstep: Class 2 contains 225524 members 
Entering Unmasked Estep 
Score: -32736914.000000 Penalty: 6299.032227
	Iteration 87Q: 3 clusters Score -3.273691e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101613 members 
Mstep: Class 2 contains 226024 members 
Entering Unmasked Estep 
Score: -32736962.000000 Penalty: 6299.032227
	Iteration 88Q: 3 clusters Score -3.273696e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101085 members 
Mstep: Class 2 contains 226552 members 
Entering Unmasked Estep 
Score: -32736996.000000 Penalty: 6299.032227
	Iteration 89Q: 3 clusters Score -3.2737e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100574 members 
Mstep: Class 2 contains 227063 members 
Entering Unmasked Estep 
Score: -32737094.000000 Penalty: 6299.032227
	Iteration 90Q: 3 clusters Score -3.273709e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100013 members 
Mstep: Class 2 contains 227624 members 
Entering Unmasked Estep 
Score: -32737170.000000 Penalty: 6299.032227
	Iteration 91Q: 3 clusters Score -3.273717e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99479 members 
Mstep: Class 2 contains 228158 members 
Entering Unmasked Estep 
Score: -32737268.000000 Penalty: 6299.032227
	Iteration 92Q: 3 clusters Score -3.273727e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 228697 members 
Entering Unmasked Estep 
Score: -32737346.000000 Penalty: 6299.032227
	Iteration 93Q: 3 clusters Score -3.273735e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98402 members 
Mstep: Class 2 contains 229235 members 
Entering Unmasked Estep 
Score: -32737444.000000 Penalty: 6299.032227
	Iteration 94Q: 3 clusters Score -3.273744e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97871 members 
Mstep: Class 2 contains 229766 members 
Entering Unmasked Estep 
Score: -32737454.000000 Penalty: 6299.032227
	Iteration 95Q: 3 clusters Score -3.273745e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97284 members 
Mstep: Class 2 contains 230353 members 
Entering Unmasked Estep 
Score: -32737574.000000 Penalty: 6299.032227
	Iteration 96Q: 3 clusters Score -3.273757e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 230962 members 
Entering Unmasked Estep 
Score: -32737620.000000 Penalty: 6299.032227
	Iteration 97Q: 3 clusters Score -3.273762e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 231599 members 
Entering Unmasked Estep 
Score: -32737756.000000 Penalty: 6299.032227
	Iteration 98Q: 3 clusters Score -3.273776e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95394 members 
Mstep: Class 2 contains 232243 members 
Entering Unmasked Estep 
Score: -32737852.000000 Penalty: 6299.032227
	Iteration 99Q: 3 clusters Score -3.273785e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94760 members 
Mstep: Class 2 contains 232877 members 
Entering Unmasked Estep 
Score: -32737894.000000 Penalty: 6299.032227
	Iteration 100F: 3 clusters Score -3.273789e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 233535 members 
Entering Unmasked Estep 
Score: -32737928.000000 Penalty: 6299.032227
	Iteration 101Q: 3 clusters Score -3.273793e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93458 members 
Mstep: Class 2 contains 234179 members 
Entering Unmasked Estep 
Score: -32738060.000000 Penalty: 6299.032227
	Iteration 102Q: 3 clusters Score -3.273806e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92826 members 
Mstep: Class 2 contains 234811 members 
Entering Unmasked Estep 
Score: -32738132.000000 Penalty: 6299.032227
	Iteration 103Q: 3 clusters Score -3.273813e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 235437 members 
Entering Unmasked Estep 
Score: -32738284.000000 Penalty: 6299.032227
	Iteration 104Q: 3 clusters Score -3.273828e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 236073 members 
Entering Unmasked Estep 
Score: -32738484.000000 Penalty: 6299.032227
	Iteration 105Q: 3 clusters Score -3.273848e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90939 members 
Mstep: Class 2 contains 236698 members 
Entering Unmasked Estep 
Score: -32738578.000000 Penalty: 6299.032227
	Iteration 106Q: 3 clusters Score -3.273858e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 237380 members 
Entering Unmasked Estep 
Score: -32738662.000000 Penalty: 6299.032227
	Iteration 107Q: 3 clusters Score -3.273866e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89543 members 
Mstep: Class 2 contains 238094 members 
Entering Unmasked Estep 
Score: -32738870.000000 Penalty: 6299.032227
	Iteration 108Q: 3 clusters Score -3.273887e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88780 members 
Mstep: Class 2 contains 238857 members 
Entering Unmasked Estep 
Score: -32739026.000000 Penalty: 6299.032227
	Iteration 109Q: 3 clusters Score -3.273903e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88004 members 
Mstep: Class 2 contains 239633 members 
Entering Unmasked Estep 
Score: -32739174.000000 Penalty: 6299.032227
	Iteration 110Q: 3 clusters Score -3.273917e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87228 members 
Mstep: Class 2 contains 240409 members 
Entering Unmasked Estep 
Score: -32739388.000000 Penalty: 6299.032227
	Iteration 111Q: 3 clusters Score -3.273939e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86390 members 
Mstep: Class 2 contains 241247 members 
Entering Unmasked Estep 
Score: -32739698.000000 Penalty: 6299.032227
	Iteration 112Q: 3 clusters Score -3.27397e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85463 members 
Mstep: Class 2 contains 242174 members 
Entering Unmasked Estep 
Score: -32739890.000000 Penalty: 6299.032227
	Iteration 113Q: 3 clusters Score -3.273989e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 243131 members 
Entering Unmasked Estep 
Score: -32740116.000000 Penalty: 6299.032227
	Iteration 114Q: 3 clusters Score -3.274012e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 244101 members 
Entering Unmasked Estep 
Score: -32740292.000000 Penalty: 6299.032227
	Iteration 115Q: 3 clusters Score -3.274029e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82540 members 
Mstep: Class 2 contains 245097 members 
Entering Unmasked Estep 
Score: -32740448.000000 Penalty: 6299.032227
	Iteration 116Q: 3 clusters Score -3.274045e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81505 members 
Mstep: Class 2 contains 246132 members 
Entering Unmasked Estep 
Score: -32740654.000000 Penalty: 6299.032227
	Iteration 117Q: 3 clusters Score -3.274065e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 247277 members 
Entering Unmasked Estep 
Score: -32740952.000000 Penalty: 6299.032227
	Iteration 118Q: 3 clusters Score -3.274095e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 248411 members 
Entering Unmasked Estep 
Score: -32741158.000000 Penalty: 6299.032227
	Iteration 119Q: 3 clusters Score -3.274116e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 249571 members 
Entering Unmasked Estep 
Score: -32741448.000000 Penalty: 6299.032227
	Iteration 120F: 3 clusters Score -3.274145e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 250759 members 
Entering Unmasked Estep 
Score: -32741788.000000 Penalty: 6299.032227
	Iteration 121Q: 3 clusters Score -3.274179e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75602 members 
Mstep: Class 2 contains 252035 members 
Entering Unmasked Estep 
Score: -32742128.000000 Penalty: 6299.032227
	Iteration 122Q: 3 clusters Score -3.274213e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74191 members 
Mstep: Class 2 contains 253446 members 
Entering Unmasked Estep 
Score: -32742454.000000 Penalty: 6299.032227
	Iteration 123Q: 3 clusters Score -3.274245e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 254903 members 
Entering Unmasked Estep 
Score: -32742654.000000 Penalty: 6299.032227
	Iteration 124Q: 3 clusters Score -3.274265e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71159 members 
Mstep: Class 2 contains 256478 members 
Entering Unmasked Estep 
Score: -32743050.000000 Penalty: 6299.032227
	Iteration 125Q: 3 clusters Score -3.274305e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 258139 members 
Entering Unmasked Estep 
Score: -32743430.000000 Penalty: 6299.032227
	Iteration 126Q: 3 clusters Score -3.274343e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 259800 members 
Entering Unmasked Estep 
Score: -32743860.000000 Penalty: 6299.032227
	Iteration 127Q: 3 clusters Score -3.274386e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 261466 members 
Entering Unmasked Estep 
Score: -32744412.000000 Penalty: 6299.032227
	Iteration 128Q: 3 clusters Score -3.274441e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 263280 members 
Entering Unmasked Estep 
Score: -32745010.000000 Penalty: 6299.032227
	Iteration 129Q: 3 clusters Score -3.274501e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 265167 members 
Entering Unmasked Estep 
Score: -32745666.000000 Penalty: 6299.032227
	Iteration 130Q: 3 clusters Score -3.274567e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 267147 members 
Entering Unmasked Estep 
Score: -32746338.000000 Penalty: 6299.032227
	Iteration 131Q: 3 clusters Score -3.274634e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 269180 members 
Entering Unmasked Estep 
Score: -32746924.000000 Penalty: 6299.032227
	Iteration 132Q: 3 clusters Score -3.274692e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 271346 members 
Entering Unmasked Estep 
Score: -32747592.000000 Penalty: 6299.032227
	Iteration 133Q: 3 clusters Score -3.274759e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 273686 members 
Entering Unmasked Estep 
Score: -32748580.000000 Penalty: 6299.032227
	Iteration 134Q: 3 clusters Score -3.274858e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 276080 members 
Entering Unmasked Estep 
Score: -32749426.000000 Penalty: 6299.032227
	Iteration 135Q: 3 clusters Score -3.274943e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 278585 members 
Entering Unmasked Estep 
Score: -32750370.000000 Penalty: 6299.032227
	Iteration 136Q: 3 clusters Score -3.275037e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 281179 members 
Entering Unmasked Estep 
Score: -32751418.000000 Penalty: 6299.032227
	Iteration 137Q: 3 clusters Score -3.275142e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 283851 members 
Entering Unmasked Estep 
Score: -32752642.000000 Penalty: 6299.032227
	Iteration 138Q: 3 clusters Score -3.275264e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 286561 members 
Entering Unmasked Estep 
Score: -32753898.000000 Penalty: 6299.032227
	Iteration 139Q: 3 clusters Score -3.27539e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 289322 members 
Entering Unmasked Estep 
Score: -32755310.000000 Penalty: 6299.032227
	Iteration 140F: 3 clusters Score -3.275531e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 292209 members 
Entering Unmasked Estep 
Score: -32756884.000000 Penalty: 6299.032227
	Iteration 141Q: 3 clusters Score -3.275688e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 295103 members 
Entering Unmasked Estep 
Score: -32758430.000000 Penalty: 6299.032227
	Iteration 142Q: 3 clusters Score -3.275843e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 298016 members 
Entering Unmasked Estep 
Score: -32760392.000000 Penalty: 6299.032227
	Iteration 143Q: 3 clusters Score -3.276039e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 301011 members 
Entering Unmasked Estep 
Score: -32762100.000000 Penalty: 6299.032227
	Iteration 144Q: 3 clusters Score -3.27621e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 303938 members 
Entering Unmasked Estep 
Score: -32763930.000000 Penalty: 6299.032227
	Iteration 145Q: 3 clusters Score -3.276393e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 306745 members 
Entering Unmasked Estep 
Score: -32765826.000000 Penalty: 6299.032227
	Iteration 146Q: 3 clusters Score -3.276583e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 309390 members 
Entering Unmasked Estep 
Score: -32767698.000000 Penalty: 6299.032227
	Iteration 147Q: 3 clusters Score -3.27677e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 311844 members 
Entering Unmasked Estep 
Score: -32769172.000000 Penalty: 6299.032227
	Iteration 148Q: 3 clusters Score -3.276917e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 314114 members 
Entering Unmasked Estep 
Score: -32770752.000000 Penalty: 6299.032227
	Iteration 149Q: 3 clusters Score -3.277075e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 316191 members 
Entering Unmasked Estep 
Score: -32772216.000000 Penalty: 6299.032227
	Iteration 150Q: 3 clusters Score -3.277222e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 318011 members 
Entering Unmasked Estep 
Score: -32773796.000000 Penalty: 6299.032227
	Iteration 151Q: 3 clusters Score -3.27738e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 319662 members 
Entering Unmasked Estep 
Score: -32775528.000000 Penalty: 6299.032227
	Iteration 152Q: 3 clusters Score -3.277553e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 321089 members 
Entering Unmasked Estep 
Score: -32777146.000000 Penalty: 6299.032227
	Iteration 153Q: 3 clusters Score -3.277715e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 322307 members 
Entering Unmasked Estep 
Score: -32778504.000000 Penalty: 6299.032227
	Iteration 154Q: 3 clusters Score -3.27785e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 323308 members 
Entering Unmasked Estep 
Score: -32779388.000000 Penalty: 6299.032227
	Iteration 155Q: 3 clusters Score -3.277939e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 324074 members 
Entering Unmasked Estep 
Score: -32780060.000000 Penalty: 6299.032227
	Iteration 156Q: 3 clusters Score -3.278006e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 324639 members 
Entering Unmasked Estep 
Score: -32780584.000000 Penalty: 6299.032227
	Iteration 157Q: 3 clusters Score -3.278058e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 325080 members 
Entering Unmasked Estep 
Score: -32780948.000000 Penalty: 6299.032227
	Iteration 158Q: 3 clusters Score -3.278095e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 325437 members 
Entering Unmasked Estep 
Score: -32781304.000000 Penalty: 6299.032227
	Iteration 159Q: 3 clusters Score -3.27813e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 325713 members 
Entering Unmasked Estep 
Score: -32781570.000000 Penalty: 6299.032227
	Iteration 160F: 3 clusters Score -3.278157e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 325919 members 
Entering Unmasked Estep 
Score: -32781720.000000 Penalty: 6299.032227
	Iteration 161Q: 3 clusters Score -3.278172e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 326044 members 
Entering Unmasked Estep 
Score: -32781830.000000 Penalty: 6299.032227
	Iteration 162Q: 3 clusters Score -3.278183e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 326141 members 
Entering Unmasked Estep 
Score: -32781940.000000 Penalty: 6299.032227
	Iteration 163Q: 3 clusters Score -3.278194e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 326218 members 
Entering Unmasked Estep 
Score: -32782044.000000 Penalty: 6299.032227
	Iteration 164Q: 3 clusters Score -3.278204e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 326282 members 
Entering Unmasked Estep 
Score: -32782074.000000 Penalty: 6299.032227
	Iteration 165Q: 3 clusters Score -3.278207e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 326334 members 
Entering Unmasked Estep 
Score: -32782126.000000 Penalty: 6299.032227
	Iteration 166Q: 3 clusters Score -3.278213e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 326377 members 
Entering Unmasked Estep 
Score: -32782168.000000 Penalty: 6299.032227
	Iteration 167Q: 3 clusters Score -3.278217e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 326412 members 
Entering Unmasked Estep 
Score: -32782192.000000 Penalty: 6299.032227
	Iteration 168Q: 3 clusters Score -3.278219e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 326436 members 
Entering Unmasked Estep 
Score: -32782220.000000 Penalty: 6299.032227
	Iteration 169Q: 3 clusters Score -3.278222e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 326456 members 
Entering Unmasked Estep 
Score: -32782240.000000 Penalty: 6299.032227
	Iteration 170Q: 3 clusters Score -3.278224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 326477 members 
Entering Unmasked Estep 
Score: -32782260.000000 Penalty: 6299.032227
	Iteration 171Q: 3 clusters Score -3.278226e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 326494 members 
Entering Unmasked Estep 
Score: -32782262.000000 Penalty: 6299.032227
	Iteration 172Q: 3 clusters Score -3.278226e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 326513 members 
Entering Unmasked Estep 
Score: -32782282.000000 Penalty: 6299.032227
	Iteration 173Q: 3 clusters Score -3.278228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 326532 members 
Entering Unmasked Estep 
Score: -32782304.000000 Penalty: 6299.032227
	Iteration 174Q: 3 clusters Score -3.27823e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 326547 members 
Entering Unmasked Estep 
Score: -32782314.000000 Penalty: 6299.032227
	Iteration 175Q: 3 clusters Score -3.278231e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 326555 members 
Entering Unmasked Estep 
Score: -32782302.000000 Penalty: 6299.032227
	Iteration 176Q: 3 clusters Score -3.27823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 326562 members 
Entering Unmasked Estep 
Score: -32782328.000000 Penalty: 6299.032227
	Iteration 177Q: 3 clusters Score -3.278233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 326570 members 
Entering Unmasked Estep 
Score: -32782318.000000 Penalty: 6299.032227
	Iteration 178Q: 3 clusters Score -3.278232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 326580 members 
Entering Unmasked Estep 
Score: -32782338.000000 Penalty: 6299.032227
	Iteration 179Q: 3 clusters Score -3.278234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 326586 members 
Entering Unmasked Estep 
Score: -32782340.000000 Penalty: 6299.032227
	Iteration 180F: 3 clusters Score -3.278234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 326590 members 
Entering Unmasked Estep 
Score: -32782350.000000 Penalty: 6299.032227
	Iteration 181Q: 3 clusters Score -3.278235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 326594 members 
Entering Unmasked Estep 
Score: -32782354.000000 Penalty: 6299.032227
	Iteration 182Q: 3 clusters Score -3.278235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 326597 members 
Entering Unmasked Estep 
Score: -32782352.000000 Penalty: 6299.032227
	Iteration 183Q: 3 clusters Score -3.278235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 326600 members 
Entering Unmasked Estep 
Score: -32782346.000000 Penalty: 6299.032227
	Iteration 184Q: 3 clusters Score -3.278235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 326601 members 
Entering Unmasked Estep 
Score: -32782348.000000 Penalty: 6299.032227
	Iteration 185Q: 3 clusters Score -3.278235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 326603 members 
Entering Unmasked Estep 
Score: -32782354.000000 Penalty: 6299.032227
	Iteration 186Q: 3 clusters Score -3.278235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 326603 members 
Entering Unmasked Estep 
Score: -32782354.000000 Penalty: 6299.032227
	Iteration 187F: 3 clusters Score -3.278235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Entering Unmasked Estep 
Score: -2191741.000000 Penalty: 2482.849609
	Iteration 0F: 2 clusters Score -2191741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2176251.750000 Penalty: 4965.699219
	Iteration 0F: 3 clusters Score -2176252 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2181447.250000 Penalty: 4965.699219
	Iteration 1F: 3 clusters Score -2181447 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2181900.000000 Penalty: 4965.699219
	Iteration 2F: 3 clusters Score -2181900 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2182309.500000 Penalty: 4965.699219
	Iteration 3Q: 3 clusters Score -2182310 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2182764.500000 Penalty: 4965.699219
	Iteration 4Q: 3 clusters Score -2182764 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2183281.250000 Penalty: 4965.699219
	Iteration 5Q: 3 clusters Score -2183281 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2183892.750000 Penalty: 4965.699219
	Iteration 6Q: 3 clusters Score -2183893 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2184572.750000 Penalty: 4965.699219
	Iteration 7F: 3 clusters Score -2184573 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2185321.500000 Penalty: 4965.699219
	Iteration 8F: 3 clusters Score -2185322 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2186043.250000 Penalty: 4965.699219
	Iteration 9Q: 3 clusters Score -2186043 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2186657.500000 Penalty: 4965.699219
	Iteration 10Q: 3 clusters Score -2186658 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2187141.750000 Penalty: 4965.699219
	Iteration 11Q: 3 clusters Score -2187142 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2187516.500000 Penalty: 4965.699219
	Iteration 12Q: 3 clusters Score -2187516 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2187774.500000 Penalty: 4965.699219
	Iteration 13Q: 3 clusters Score -2187774 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2188003.000000 Penalty: 4965.699219
	Iteration 14Q: 3 clusters Score -2188003 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2188164.250000 Penalty: 4965.699219
	Iteration 15Q: 3 clusters Score -2188164 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2188272.500000 Penalty: 4965.699219
	Iteration 16Q: 3 clusters Score -2188272 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2188373.250000 Penalty: 4965.699219
	Iteration 17Q: 3 clusters Score -2188373 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2188446.500000 Penalty: 4965.699219
	Iteration 18Q: 3 clusters Score -2188446 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2188526.250000 Penalty: 4965.699219
	Iteration 19Q: 3 clusters Score -2188526 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2188590.500000 Penalty: 4965.699219
	Iteration 20F: 3 clusters Score -2188590 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2188651.500000 Penalty: 4965.699219
	Iteration 21Q: 3 clusters Score -2188652 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2188710.250000 Penalty: 4965.699219
	Iteration 22Q: 3 clusters Score -2188710 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2188765.250000 Penalty: 4965.699219
	Iteration 23Q: 3 clusters Score -2188765 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2188839.000000 Penalty: 4965.699219
	Iteration 24Q: 3 clusters Score -2188839 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2188911.000000 Penalty: 4965.699219
	Iteration 25Q: 3 clusters Score -2188911 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2188970.750000 Penalty: 4965.699219
	Iteration 26Q: 3 clusters Score -2188971 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2189037.250000 Penalty: 4965.699219
	Iteration 27Q: 3 clusters Score -2189037 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2189090.000000 Penalty: 4965.699219
	Iteration 28Q: 3 clusters Score -2189090 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2189143.000000 Penalty: 4965.699219
	Iteration 29Q: 3 clusters Score -2189143 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2189196.000000 Penalty: 4965.699219
	Iteration 30Q: 3 clusters Score -2189196 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2189238.750000 Penalty: 4965.699219
	Iteration 31Q: 3 clusters Score -2189239 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2189282.000000 Penalty: 4965.699219
	Iteration 32Q: 3 clusters Score -2189282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2189328.250000 Penalty: 4965.699219
	Iteration 33Q: 3 clusters Score -2189328 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2189362.500000 Penalty: 4965.699219
	Iteration 34Q: 3 clusters Score -2189362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2189389.000000 Penalty: 4965.699219
	Iteration 35Q: 3 clusters Score -2189389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2189407.750000 Penalty: 4965.699219
	Iteration 36Q: 3 clusters Score -2189408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2189424.750000 Penalty: 4965.699219
	Iteration 37Q: 3 clusters Score -2189425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2189446.000000 Penalty: 4965.699219
	Iteration 38Q: 3 clusters Score -2189446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2189459.500000 Penalty: 4965.699219
	Iteration 39Q: 3 clusters Score -2189460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2189467.000000 Penalty: 4965.699219
	Iteration 40F: 3 clusters Score -2189467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2189477.000000 Penalty: 4965.699219
	Iteration 41Q: 3 clusters Score -2189477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2189489.500000 Penalty: 4965.699219
	Iteration 42Q: 3 clusters Score -2189490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2189498.000000 Penalty: 4965.699219
	Iteration 43Q: 3 clusters Score -2189498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2189510.250000 Penalty: 4965.699219
	Iteration 44Q: 3 clusters Score -2189510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2189518.000000 Penalty: 4965.699219
	Iteration 45Q: 3 clusters Score -2189518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2189525.250000 Penalty: 4965.699219
	Iteration 46Q: 3 clusters Score -2189525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2189529.500000 Penalty: 4965.699219
	Iteration 47Q: 3 clusters Score -2189530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2189530.000000 Penalty: 4965.699219
	Iteration 48Q: 3 clusters Score -2189530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2189529.250000 Penalty: 4965.699219
	Iteration 49Q: 3 clusters Score -2189529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2189535.000000 Penalty: 4965.699219
	Iteration 50Q: 3 clusters Score -2189535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2189536.750000 Penalty: 4965.699219
	Iteration 51Q: 3 clusters Score -2189537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2189538.500000 Penalty: 4965.699219
	Iteration 52Q: 3 clusters Score -2189538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2189545.250000 Penalty: 4965.699219
	Iteration 53Q: 3 clusters Score -2189545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2189546.750000 Penalty: 4965.699219
	Iteration 54Q: 3 clusters Score -2189547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2189547.750000 Penalty: 4965.699219
	Iteration 55Q: 3 clusters Score -2189548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2189549.250000 Penalty: 4965.699219
	Iteration 56Q: 3 clusters Score -2189549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2189555.500000 Penalty: 4965.699219
	Iteration 57Q: 3 clusters Score -2189556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2189556.750000 Penalty: 4965.699219
	Iteration 58Q: 3 clusters Score -2189557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2189559.500000 Penalty: 4965.699219
	Iteration 59Q: 3 clusters Score -2189560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2189561.750000 Penalty: 4965.699219
	Iteration 60F: 3 clusters Score -2189562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2189565.500000 Penalty: 4965.699219
	Iteration 61Q: 3 clusters Score -2189566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2189566.750000 Penalty: 4965.699219
	Iteration 62Q: 3 clusters Score -2189567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2189572.000000 Penalty: 4965.699219
	Iteration 63Q: 3 clusters Score -2189572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2189574.250000 Penalty: 4965.699219
	Iteration 64Q: 3 clusters Score -2189574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2189577.250000 Penalty: 4965.699219
	Iteration 65Q: 3 clusters Score -2189577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2189578.500000 Penalty: 4965.699219
	Iteration 66Q: 3 clusters Score -2189578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2189585.500000 Penalty: 4965.699219
	Iteration 67Q: 3 clusters Score -2189586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2189593.250000 Penalty: 4965.699219
	Iteration 68Q: 3 clusters Score -2189593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2189603.250000 Penalty: 4965.699219
	Iteration 69Q: 3 clusters Score -2189603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2189603.750000 Penalty: 4965.699219
	Iteration 70Q: 3 clusters Score -2189604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2189607.000000 Penalty: 4965.699219
	Iteration 71Q: 3 clusters Score -2189607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2189615.500000 Penalty: 4965.699219
	Iteration 72Q: 3 clusters Score -2189616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2189621.000000 Penalty: 4965.699219
	Iteration 73Q: 3 clusters Score -2189621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2189626.250000 Penalty: 4965.699219
	Iteration 74Q: 3 clusters Score -2189626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2189628.250000 Penalty: 4965.699219
	Iteration 75Q: 3 clusters Score -2189628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2189629.750000 Penalty: 4965.699219
	Iteration 76Q: 3 clusters Score -2189630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2189632.000000 Penalty: 4965.699219
	Iteration 77Q: 3 clusters Score -2189632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2189632.000000 Penalty: 4965.699219
	Iteration 78F: 3 clusters Score -2189632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (121011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121011 members 
Entering Unmasked Estep 
Score: -12243213.000000 Penalty: 2902.501953
	Iteration 0F: 2 clusters Score -1.224321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -12162014.000000 Penalty: 5805.003906
	Iteration 0F: 3 clusters Score -1.216201e+07 nChanged 57631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -12195460.000000 Penalty: 5805.003906
	Iteration 1F: 3 clusters Score -1.219546e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -12196987.000000 Penalty: 5805.003906
	Iteration 2Q: 3 clusters Score -1.219699e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -12199615.000000 Penalty: 5805.003906
	Iteration 3Q: 3 clusters Score -1.219962e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 81201 members 
Entering Unmasked Estep 
Score: -12204388.000000 Penalty: 5805.003906
	Iteration 4F: 3 clusters Score -1.220439e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 90512 members 
Entering Unmasked Estep 
Score: -12212380.000000 Penalty: 5805.003906
	Iteration 5F: 3 clusters Score -1.221238e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -12222299.000000 Penalty: 5805.003906
	Iteration 6F: 3 clusters Score -1.22223e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 109370 members 
Entering Unmasked Estep 
Score: -12231281.000000 Penalty: 5805.003906
	Iteration 7F: 3 clusters Score -1.223128e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 114261 members 
Entering Unmasked Estep 
Score: -12236518.000000 Penalty: 5805.003906
	Iteration 8Q: 3 clusters Score -1.223652e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 116354 members 
Entering Unmasked Estep 
Score: -12238970.000000 Penalty: 5805.003906
	Iteration 9Q: 3 clusters Score -1.223897e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 117186 members 
Entering Unmasked Estep 
Score: -12239970.000000 Penalty: 5805.003906
	Iteration 10Q: 3 clusters Score -1.223997e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 117616 members 
Entering Unmasked Estep 
Score: -12240336.000000 Penalty: 5805.003906
	Iteration 11Q: 3 clusters Score -1.224034e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 117939 members 
Entering Unmasked Estep 
Score: -12240449.000000 Penalty: 5805.003906
	Iteration 12Q: 3 clusters Score -1.224045e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 118160 members 
Entering Unmasked Estep 
Score: -12240583.000000 Penalty: 5805.003906
	Iteration 13Q: 3 clusters Score -1.224058e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 118337 members 
Entering Unmasked Estep 
Score: -12240615.000000 Penalty: 5805.003906
	Iteration 14Q: 3 clusters Score -1.224062e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 118486 members 
Entering Unmasked Estep 
Score: -12240653.000000 Penalty: 5805.003906
	Iteration 15Q: 3 clusters Score -1.224065e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 118625 members 
Entering Unmasked Estep 
Score: -12240692.000000 Penalty: 5805.003906
	Iteration 16Q: 3 clusters Score -1.224069e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 118719 members 
Entering Unmasked Estep 
Score: -12240712.000000 Penalty: 5805.003906
	Iteration 17Q: 3 clusters Score -1.224071e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 118788 members 
Entering Unmasked Estep 
Score: -12240748.000000 Penalty: 5805.003906
	Iteration 18Q: 3 clusters Score -1.224075e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 118853 members 
Entering Unmasked Estep 
Score: -12240739.000000 Penalty: 5805.003906
	Iteration 19Q: 3 clusters Score -1.224074e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 118912 members 
Entering Unmasked Estep 
Score: -12240783.000000 Penalty: 5805.003906
	Iteration 20F: 3 clusters Score -1.224078e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 118950 members 
Entering Unmasked Estep 
Score: -12240777.000000 Penalty: 5805.003906
	Iteration 21Q: 3 clusters Score -1.224078e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 118981 members 
Entering Unmasked Estep 
Score: -12240790.000000 Penalty: 5805.003906
	Iteration 22Q: 3 clusters Score -1.224079e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 119014 members 
Entering Unmasked Estep 
Score: -12240800.000000 Penalty: 5805.003906
	Iteration 23Q: 3 clusters Score -1.22408e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 119051 members 
Entering Unmasked Estep 
Score: -12240828.000000 Penalty: 5805.003906
	Iteration 24Q: 3 clusters Score -1.224083e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 119086 members 
Entering Unmasked Estep 
Score: -12240845.000000 Penalty: 5805.003906
	Iteration 25Q: 3 clusters Score -1.224084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 119109 members 
Entering Unmasked Estep 
Score: -12240872.000000 Penalty: 5805.003906
	Iteration 26Q: 3 clusters Score -1.224087e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 119130 members 
Entering Unmasked Estep 
Score: -12240866.000000 Penalty: 5805.003906
	Iteration 27Q: 3 clusters Score -1.224087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 119140 members 
Entering Unmasked Estep 
Score: -12240872.000000 Penalty: 5805.003906
	Iteration 28Q: 3 clusters Score -1.224087e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 119153 members 
Entering Unmasked Estep 
Score: -12240878.000000 Penalty: 5805.003906
	Iteration 29Q: 3 clusters Score -1.224088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 119165 members 
Entering Unmasked Estep 
Score: -12240881.000000 Penalty: 5805.003906
	Iteration 30Q: 3 clusters Score -1.224088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 119181 members 
Entering Unmasked Estep 
Score: -12240883.000000 Penalty: 5805.003906
	Iteration 31Q: 3 clusters Score -1.224088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 119195 members 
Entering Unmasked Estep 
Score: -12240892.000000 Penalty: 5805.003906
	Iteration 32Q: 3 clusters Score -1.224089e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 119212 members 
Entering Unmasked Estep 
Score: -12240910.000000 Penalty: 5805.003906
	Iteration 33Q: 3 clusters Score -1.224091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 119223 members 
Entering Unmasked Estep 
Score: -12240923.000000 Penalty: 5805.003906
	Iteration 34Q: 3 clusters Score -1.224092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 119234 members 
Entering Unmasked Estep 
Score: -12240908.000000 Penalty: 5805.003906
	Iteration 35Q: 3 clusters Score -1.224091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 119249 members 
Entering Unmasked Estep 
Score: -12240922.000000 Penalty: 5805.003906
	Iteration 36Q: 3 clusters Score -1.224092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 119255 members 
Entering Unmasked Estep 
Score: -12240925.000000 Penalty: 5805.003906
	Iteration 37Q: 3 clusters Score -1.224092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 119259 members 
Entering Unmasked Estep 
Score: -12240919.000000 Penalty: 5805.003906
	Iteration 38Q: 3 clusters Score -1.224092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 119261 members 
Entering Unmasked Estep 
Score: -12240929.000000 Penalty: 5805.003906
	Iteration 39Q: 3 clusters Score -1.224093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 119267 members 
Entering Unmasked Estep 
Score: -12240926.000000 Penalty: 5805.003906
	Iteration 40F: 3 clusters Score -1.224093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 119268 members 
Entering Unmasked Estep 
Score: -12240927.000000 Penalty: 5805.003906
	Iteration 41Q: 3 clusters Score -1.224093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 119271 members 
Entering Unmasked Estep 
Score: -12240925.000000 Penalty: 5805.003906
	Iteration 42Q: 3 clusters Score -1.224092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 119275 members 
Entering Unmasked Estep 
Score: -12240933.000000 Penalty: 5805.003906
	Iteration 43Q: 3 clusters Score -1.224093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 119281 members 
Entering Unmasked Estep 
Score: -12240938.000000 Penalty: 5805.003906
	Iteration 44Q: 3 clusters Score -1.224094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 119284 members 
Entering Unmasked Estep 
Score: -12240927.000000 Penalty: 5805.003906
	Iteration 45Q: 3 clusters Score -1.224093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 119285 members 
Entering Unmasked Estep 
Score: -12240929.000000 Penalty: 5805.003906
	Iteration 46Q: 3 clusters Score -1.224093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 119284 members 
Entering Unmasked Estep 
Score: -12240931.000000 Penalty: 5805.003906
	Iteration 47Q: 3 clusters Score -1.224093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 119285 members 
Entering Unmasked Estep 
Score: -12240931.000000 Penalty: 5805.003906
	Iteration 48Q: 3 clusters Score -1.224093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 119286 members 
Entering Unmasked Estep 
Score: -12240935.000000 Penalty: 5805.003906
	Iteration 49Q: 3 clusters Score -1.224094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 119288 members 
Entering Unmasked Estep 
Score: -12240927.000000 Penalty: 5805.003906
	Iteration 50Q: 3 clusters Score -1.224093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 119293 members 
Entering Unmasked Estep 
Score: -12240935.000000 Penalty: 5805.003906
	Iteration 51Q: 3 clusters Score -1.224094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 119299 members 
Entering Unmasked Estep 
Score: -12240935.000000 Penalty: 5805.003906
	Iteration 52Q: 3 clusters Score -1.224094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 119305 members 
Entering Unmasked Estep 
Score: -12240927.000000 Penalty: 5805.003906
	Iteration 53Q: 3 clusters Score -1.224093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 119314 members 
Entering Unmasked Estep 
Score: -12240933.000000 Penalty: 5805.003906
	Iteration 54Q: 3 clusters Score -1.224093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 119323 members 
Entering Unmasked Estep 
Score: -12240931.000000 Penalty: 5805.003906
	Iteration 55Q: 3 clusters Score -1.224093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 119324 members 
Entering Unmasked Estep 
Score: -12240933.000000 Penalty: 5805.003906
	Iteration 56Q: 3 clusters Score -1.224093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 119330 members 
Entering Unmasked Estep 
Score: -12240935.000000 Penalty: 5805.003906
	Iteration 57Q: 3 clusters Score -1.224094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 119330 members 
Entering Unmasked Estep 
Score: -12240931.000000 Penalty: 5805.003906
	Iteration 58Q: 3 clusters Score -1.224093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 119331 members 
Entering Unmasked Estep 
Score: -12240924.000000 Penalty: 5805.003906
	Iteration 59Q: 3 clusters Score -1.224092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 119332 members 
Entering Unmasked Estep 
Score: -12240923.000000 Penalty: 5805.003906
	Iteration 60F: 3 clusters Score -1.224092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Entering Unmasked Estep 
Score: -2056423.500000 Penalty: 2466.838623
	Iteration 0F: 2 clusters Score -2056424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2041814.250000 Penalty: 4933.677246
	Iteration 0F: 3 clusters Score -2041814 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2046791.500000 Penalty: 4933.677246
	Iteration 1F: 3 clusters Score -2046792 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2047170.500000 Penalty: 4933.677246
	Iteration 2Q: 3 clusters Score -2047170 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2047491.500000 Penalty: 4933.677246
	Iteration 3Q: 3 clusters Score -2047492 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2047767.625000 Penalty: 4933.677246
	Iteration 4Q: 3 clusters Score -2047768 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2047997.375000 Penalty: 4933.677246
	Iteration 5Q: 3 clusters Score -2047997 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2048219.375000 Penalty: 4933.677246
	Iteration 6Q: 3 clusters Score -2048219 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2048423.500000 Penalty: 4933.677246
	Iteration 7Q: 3 clusters Score -2048424 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2048672.250000 Penalty: 4933.677246
	Iteration 8Q: 3 clusters Score -2048672 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2048959.875000 Penalty: 4933.677246
	Iteration 9Q: 3 clusters Score -2048960 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2049307.500000 Penalty: 4933.677246
	Iteration 10Q: 3 clusters Score -2049308 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2049723.125000 Penalty: 4933.677246
	Iteration 11Q: 3 clusters Score -2049723 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2050227.625000 Penalty: 4933.677246
	Iteration 12Q: 3 clusters Score -2050228 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2050834.750000 Penalty: 4933.677246
	Iteration 13Q: 3 clusters Score -2050835 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2051445.000000 Penalty: 4933.677246
	Iteration 14Q: 3 clusters Score -2051445 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2051999.000000 Penalty: 4933.677246
	Iteration 15Q: 3 clusters Score -2051999 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2052505.625000 Penalty: 4933.677246
	Iteration 16Q: 3 clusters Score -2052506 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2052894.000000 Penalty: 4933.677246
	Iteration 17Q: 3 clusters Score -2052894 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2053209.875000 Penalty: 4933.677246
	Iteration 18Q: 3 clusters Score -2053210 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2053437.250000 Penalty: 4933.677246
	Iteration 19Q: 3 clusters Score -2053437 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2053603.125000 Penalty: 4933.677246
	Iteration 20F: 3 clusters Score -2053603 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2053726.500000 Penalty: 4933.677246
	Iteration 21Q: 3 clusters Score -2053726 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2053838.500000 Penalty: 4933.677246
	Iteration 22Q: 3 clusters Score -2053838 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2053916.000000 Penalty: 4933.677246
	Iteration 23Q: 3 clusters Score -2053916 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2053987.375000 Penalty: 4933.677246
	Iteration 24Q: 3 clusters Score -2053987 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2054044.500000 Penalty: 4933.677246
	Iteration 25Q: 3 clusters Score -2054044 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2054098.500000 Penalty: 4933.677246
	Iteration 26Q: 3 clusters Score -2054098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2054151.625000 Penalty: 4933.677246
	Iteration 27Q: 3 clusters Score -2054152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2054185.375000 Penalty: 4933.677246
	Iteration 28Q: 3 clusters Score -2054185 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2054210.625000 Penalty: 4933.677246
	Iteration 29Q: 3 clusters Score -2054211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2054238.000000 Penalty: 4933.677246
	Iteration 30Q: 3 clusters Score -2054238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2054255.500000 Penalty: 4933.677246
	Iteration 31Q: 3 clusters Score -2054256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2054265.750000 Penalty: 4933.677246
	Iteration 32Q: 3 clusters Score -2054266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2054276.250000 Penalty: 4933.677246
	Iteration 33Q: 3 clusters Score -2054276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2054283.625000 Penalty: 4933.677246
	Iteration 34Q: 3 clusters Score -2054284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2054288.375000 Penalty: 4933.677246
	Iteration 35Q: 3 clusters Score -2054288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2054294.125000 Penalty: 4933.677246
	Iteration 36Q: 3 clusters Score -2054294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2054299.000000 Penalty: 4933.677246
	Iteration 37Q: 3 clusters Score -2054299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2054304.625000 Penalty: 4933.677246
	Iteration 38Q: 3 clusters Score -2054305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2054309.375000 Penalty: 4933.677246
	Iteration 39Q: 3 clusters Score -2054309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2054311.875000 Penalty: 4933.677246
	Iteration 40F: 3 clusters Score -2054312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2054314.000000 Penalty: 4933.677246
	Iteration 41Q: 3 clusters Score -2054314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2054313.750000 Penalty: 4933.677246
	Iteration 42Q: 3 clusters Score -2054314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2054313.125000 Penalty: 4933.677246
	Iteration 43Q: 3 clusters Score -2054313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2054314.000000 Penalty: 4933.677246
	Iteration 44Q: 3 clusters Score -2054314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2054314.000000 Penalty: 4933.677246
	Iteration 45F: 3 clusters Score -2054314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Entering Unmasked Estep 
Score: -4354906.500000 Penalty: 2644.518555
	Iteration 0F: 2 clusters Score -4354906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4325905.500000 Penalty: 5289.037109
	Iteration 0F: 3 clusters Score -4325906 nChanged 19639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -4337009.500000 Penalty: 5289.037109
	Iteration 1F: 3 clusters Score -4337010 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -4337702.000000 Penalty: 5289.037109
	Iteration 2Q: 3 clusters Score -4337702 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -4338406.000000 Penalty: 5289.037109
	Iteration 3Q: 3 clusters Score -4338406 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -4339209.500000 Penalty: 5289.037109
	Iteration 4Q: 3 clusters Score -4339210 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4340220.500000 Penalty: 5289.037109
	Iteration 5Q: 3 clusters Score -4340220 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -4341516.500000 Penalty: 5289.037109
	Iteration 6F: 3 clusters Score -4341516 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -4343140.500000 Penalty: 5289.037109
	Iteration 7F: 3 clusters Score -4343140 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -4345084.000000 Penalty: 5289.037109
	Iteration 8F: 3 clusters Score -4345084 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -4347194.500000 Penalty: 5289.037109
	Iteration 9F: 3 clusters Score -4347194 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -4349004.000000 Penalty: 5289.037109
	Iteration 10Q: 3 clusters Score -4349004 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4350434.500000 Penalty: 5289.037109
	Iteration 11Q: 3 clusters Score -4350434 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4351325.000000 Penalty: 5289.037109
	Iteration 12Q: 3 clusters Score -4351325 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4351859.500000 Penalty: 5289.037109
	Iteration 13Q: 3 clusters Score -4351860 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4352117.000000 Penalty: 5289.037109
	Iteration 14Q: 3 clusters Score -4352117 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4352269.000000 Penalty: 5289.037109
	Iteration 15Q: 3 clusters Score -4352269 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4352356.000000 Penalty: 5289.037109
	Iteration 16Q: 3 clusters Score -4352356 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4352427.500000 Penalty: 5289.037109
	Iteration 17Q: 3 clusters Score -4352428 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4352497.500000 Penalty: 5289.037109
	Iteration 18Q: 3 clusters Score -4352498 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4352536.000000 Penalty: 5289.037109
	Iteration 19Q: 3 clusters Score -4352536 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4352560.000000 Penalty: 5289.037109
	Iteration 20F: 3 clusters Score -4352560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4352568.500000 Penalty: 5289.037109
	Iteration 21Q: 3 clusters Score -4352568 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4352597.000000 Penalty: 5289.037109
	Iteration 22Q: 3 clusters Score -4352597 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4352624.000000 Penalty: 5289.037109
	Iteration 23Q: 3 clusters Score -4352624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4352653.500000 Penalty: 5289.037109
	Iteration 24Q: 3 clusters Score -4352654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4352687.500000 Penalty: 5289.037109
	Iteration 25Q: 3 clusters Score -4352688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4352697.000000 Penalty: 5289.037109
	Iteration 26Q: 3 clusters Score -4352697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4352706.500000 Penalty: 5289.037109
	Iteration 27Q: 3 clusters Score -4352706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4352717.500000 Penalty: 5289.037109
	Iteration 28Q: 3 clusters Score -4352718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4352730.000000 Penalty: 5289.037109
	Iteration 29Q: 3 clusters Score -4352730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4352736.000000 Penalty: 5289.037109
	Iteration 30Q: 3 clusters Score -4352736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4352747.500000 Penalty: 5289.037109
	Iteration 31Q: 3 clusters Score -4352748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4352747.500000 Penalty: 5289.037109
	Iteration 32Q: 3 clusters Score -4352748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4352759.000000 Penalty: 5289.037109
	Iteration 33Q: 3 clusters Score -4352759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4352752.500000 Penalty: 5289.037109
	Iteration 34Q: 3 clusters Score -4352752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4352754.000000 Penalty: 5289.037109
	Iteration 35Q: 3 clusters Score -4352754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4352751.500000 Penalty: 5289.037109
	Iteration 36Q: 3 clusters Score -4352752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4352753.500000 Penalty: 5289.037109
	Iteration 37Q: 3 clusters Score -4352754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4352757.000000 Penalty: 5289.037109
	Iteration 38Q: 3 clusters Score -4352757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4352751.500000 Penalty: 5289.037109
	Iteration 39Q: 3 clusters Score -4352752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4352755.000000 Penalty: 5289.037109
	Iteration 40F: 3 clusters Score -4352755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4352762.500000 Penalty: 5289.037109
	Iteration 41Q: 3 clusters Score -4352762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4352761.500000 Penalty: 5289.037109
	Iteration 42Q: 3 clusters Score -4352762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4352759.500000 Penalty: 5289.037109
	Iteration 43Q: 3 clusters Score -4352760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4352762.500000 Penalty: 5289.037109
	Iteration 44Q: 3 clusters Score -4352762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4352763.000000 Penalty: 5289.037109
	Iteration 45Q: 3 clusters Score -4352763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4352763.500000 Penalty: 5289.037109
	Iteration 46Q: 3 clusters Score -4352764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4352768.500000 Penalty: 5289.037109
	Iteration 47Q: 3 clusters Score -4352768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4352768.500000 Penalty: 5289.037109
	Iteration 48Q: 3 clusters Score -4352768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4352779.000000 Penalty: 5289.037109
	Iteration 49Q: 3 clusters Score -4352779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4352776.500000 Penalty: 5289.037109
	Iteration 50Q: 3 clusters Score -4352776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4352777.500000 Penalty: 5289.037109
	Iteration 51Q: 3 clusters Score -4352778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4352778.000000 Penalty: 5289.037109
	Iteration 52Q: 3 clusters Score -4352778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4352778.000000 Penalty: 5289.037109
	Iteration 53F: 3 clusters Score -4352778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Entering Unmasked Estep 
Score: -3144052.000000 Penalty: 2591.015137
	Iteration 0F: 2 clusters Score -3144052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -3120586.000000 Penalty: 5182.030273
	Iteration 0F: 3 clusters Score -3120586 nChanged 15613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3129452.000000 Penalty: 5182.030273
	Iteration 1F: 3 clusters Score -3129452 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3130266.500000 Penalty: 5182.030273
	Iteration 2F: 3 clusters Score -3130266 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3131104.250000 Penalty: 5182.030273
	Iteration 3F: 3 clusters Score -3131104 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3132029.500000 Penalty: 5182.030273
	Iteration 4F: 3 clusters Score -3132030 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -3133106.750000 Penalty: 5182.030273
	Iteration 5F: 3 clusters Score -3133107 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3134407.000000 Penalty: 5182.030273
	Iteration 6F: 3 clusters Score -3134407 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -3135819.750000 Penalty: 5182.030273
	Iteration 7F: 3 clusters Score -3135820 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3137054.000000 Penalty: 5182.030273
	Iteration 8F: 3 clusters Score -3137054 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -3137914.750000 Penalty: 5182.030273
	Iteration 9Q: 3 clusters Score -3137915 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3138377.000000 Penalty: 5182.030273
	Iteration 10Q: 3 clusters Score -3138377 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3138624.750000 Penalty: 5182.030273
	Iteration 11Q: 3 clusters Score -3138625 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3138807.000000 Penalty: 5182.030273
	Iteration 12Q: 3 clusters Score -3138807 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3138939.500000 Penalty: 5182.030273
	Iteration 13Q: 3 clusters Score -3138940 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3139053.000000 Penalty: 5182.030273
	Iteration 14Q: 3 clusters Score -3139053 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3139123.000000 Penalty: 5182.030273
	Iteration 15Q: 3 clusters Score -3139123 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3139204.250000 Penalty: 5182.030273
	Iteration 16Q: 3 clusters Score -3139204 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3139262.250000 Penalty: 5182.030273
	Iteration 17Q: 3 clusters Score -3139262 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3139326.750000 Penalty: 5182.030273
	Iteration 18Q: 3 clusters Score -3139327 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3139379.750000 Penalty: 5182.030273
	Iteration 19Q: 3 clusters Score -3139380 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -3139440.750000 Penalty: 5182.030273
	Iteration 20F: 3 clusters Score -3139441 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3139528.500000 Penalty: 5182.030273
	Iteration 21Q: 3 clusters Score -3139528 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -3139608.250000 Penalty: 5182.030273
	Iteration 22Q: 3 clusters Score -3139608 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3139667.500000 Penalty: 5182.030273
	Iteration 23Q: 3 clusters Score -3139668 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -3139762.250000 Penalty: 5182.030273
	Iteration 24Q: 3 clusters Score -3139762 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3139851.500000 Penalty: 5182.030273
	Iteration 25Q: 3 clusters Score -3139852 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3139934.750000 Penalty: 5182.030273
	Iteration 26Q: 3 clusters Score -3139935 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3140039.000000 Penalty: 5182.030273
	Iteration 27Q: 3 clusters Score -3140039 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -3140127.750000 Penalty: 5182.030273
	Iteration 28Q: 3 clusters Score -3140128 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3140265.000000 Penalty: 5182.030273
	Iteration 29Q: 3 clusters Score -3140265 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3140423.000000 Penalty: 5182.030273
	Iteration 30Q: 3 clusters Score -3140423 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3140592.250000 Penalty: 5182.030273
	Iteration 31Q: 3 clusters Score -3140592 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3140723.500000 Penalty: 5182.030273
	Iteration 32Q: 3 clusters Score -3140724 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3140859.750000 Penalty: 5182.030273
	Iteration 33Q: 3 clusters Score -3140860 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3140995.500000 Penalty: 5182.030273
	Iteration 34Q: 3 clusters Score -3140996 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3141107.250000 Penalty: 5182.030273
	Iteration 35Q: 3 clusters Score -3141107 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3141217.500000 Penalty: 5182.030273
	Iteration 36Q: 3 clusters Score -3141218 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -3141312.500000 Penalty: 5182.030273
	Iteration 37Q: 3 clusters Score -3141312 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3141426.250000 Penalty: 5182.030273
	Iteration 38Q: 3 clusters Score -3141426 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3141534.500000 Penalty: 5182.030273
	Iteration 39Q: 3 clusters Score -3141534 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3141644.250000 Penalty: 5182.030273
	Iteration 40F: 3 clusters Score -3141644 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3141746.500000 Penalty: 5182.030273
	Iteration 41Q: 3 clusters Score -3141746 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3141806.250000 Penalty: 5182.030273
	Iteration 42Q: 3 clusters Score -3141806 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3141865.250000 Penalty: 5182.030273
	Iteration 43Q: 3 clusters Score -3141865 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3141910.750000 Penalty: 5182.030273
	Iteration 44Q: 3 clusters Score -3141911 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3141962.750000 Penalty: 5182.030273
	Iteration 45Q: 3 clusters Score -3141963 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3141999.500000 Penalty: 5182.030273
	Iteration 46Q: 3 clusters Score -3142000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3142020.000000 Penalty: 5182.030273
	Iteration 47Q: 3 clusters Score -3142020 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3142049.750000 Penalty: 5182.030273
	Iteration 48Q: 3 clusters Score -3142050 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3142094.000000 Penalty: 5182.030273
	Iteration 49Q: 3 clusters Score -3142094 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3142113.500000 Penalty: 5182.030273
	Iteration 50Q: 3 clusters Score -3142114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3142134.500000 Penalty: 5182.030273
	Iteration 51Q: 3 clusters Score -3142134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3142151.000000 Penalty: 5182.030273
	Iteration 52Q: 3 clusters Score -3142151 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3142177.500000 Penalty: 5182.030273
	Iteration 53Q: 3 clusters Score -3142178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3142182.500000 Penalty: 5182.030273
	Iteration 54Q: 3 clusters Score -3142182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3142200.500000 Penalty: 5182.030273
	Iteration 55Q: 3 clusters Score -3142200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3142207.000000 Penalty: 5182.030273
	Iteration 56Q: 3 clusters Score -3142207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3142213.250000 Penalty: 5182.030273
	Iteration 57Q: 3 clusters Score -3142213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3142229.500000 Penalty: 5182.030273
	Iteration 58Q: 3 clusters Score -3142230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3142229.750000 Penalty: 5182.030273
	Iteration 59Q: 3 clusters Score -3142230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3142239.500000 Penalty: 5182.030273
	Iteration 60F: 3 clusters Score -3142240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3142244.250000 Penalty: 5182.030273
	Iteration 61Q: 3 clusters Score -3142244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3142259.250000 Penalty: 5182.030273
	Iteration 62Q: 3 clusters Score -3142259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3142256.500000 Penalty: 5182.030273
	Iteration 63Q: 3 clusters Score -3142256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3142270.000000 Penalty: 5182.030273
	Iteration 64Q: 3 clusters Score -3142270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3142273.500000 Penalty: 5182.030273
	Iteration 65Q: 3 clusters Score -3142274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3142279.750000 Penalty: 5182.030273
	Iteration 66Q: 3 clusters Score -3142280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3142274.750000 Penalty: 5182.030273
	Iteration 67Q: 3 clusters Score -3142275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3142283.500000 Penalty: 5182.030273
	Iteration 68Q: 3 clusters Score -3142284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3142285.250000 Penalty: 5182.030273
	Iteration 69Q: 3 clusters Score -3142285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3142289.000000 Penalty: 5182.030273
	Iteration 70Q: 3 clusters Score -3142289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3142293.750000 Penalty: 5182.030273
	Iteration 71Q: 3 clusters Score -3142294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3142293.250000 Penalty: 5182.030273
	Iteration 72Q: 3 clusters Score -3142293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3142294.000000 Penalty: 5182.030273
	Iteration 73Q: 3 clusters Score -3142294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3142295.750000 Penalty: 5182.030273
	Iteration 74Q: 3 clusters Score -3142296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3142300.250000 Penalty: 5182.030273
	Iteration 75Q: 3 clusters Score -3142300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3142299.750000 Penalty: 5182.030273
	Iteration 76Q: 3 clusters Score -3142300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3142300.250000 Penalty: 5182.030273
	Iteration 77Q: 3 clusters Score -3142300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3142299.500000 Penalty: 5182.030273
	Iteration 78Q: 3 clusters Score -3142300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3142301.000000 Penalty: 5182.030273
	Iteration 79Q: 3 clusters Score -3142301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3142302.500000 Penalty: 5182.030273
	Iteration 80F: 3 clusters Score -3142302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3142310.250000 Penalty: 5182.030273
	Iteration 81Q: 3 clusters Score -3142310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3142314.750000 Penalty: 5182.030273
	Iteration 82Q: 3 clusters Score -3142315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3142313.500000 Penalty: 5182.030273
	Iteration 83Q: 3 clusters Score -3142314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3142315.750000 Penalty: 5182.030273
	Iteration 84Q: 3 clusters Score -3142316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3142314.500000 Penalty: 5182.030273
	Iteration 85Q: 3 clusters Score -3142314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3142316.750000 Penalty: 5182.030273
	Iteration 86Q: 3 clusters Score -3142317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3142319.000000 Penalty: 5182.030273
	Iteration 87Q: 3 clusters Score -3142319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3142318.000000 Penalty: 5182.030273
	Iteration 88Q: 3 clusters Score -3142318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3142318.000000 Penalty: 5182.030273
	Iteration 89F: 3 clusters Score -3142318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Entering Unmasked Estep 
Score: -1053464.875000 Penalty: 2306.581055
	Iteration 0F: 2 clusters Score -1053465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1045189.437500 Penalty: 4613.162109
	Iteration 0F: 3 clusters Score -1045189 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1047716.687500 Penalty: 4613.162109
	Iteration 1F: 3 clusters Score -1047717 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1048078.437500 Penalty: 4613.162109
	Iteration 2F: 3 clusters Score -1048078 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1048376.625000 Penalty: 4613.162109
	Iteration 3F: 3 clusters Score -1048377 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1048682.000000 Penalty: 4613.162109
	Iteration 4Q: 3 clusters Score -1048682 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1049044.000000 Penalty: 4613.162109
	Iteration 5Q: 3 clusters Score -1049044 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1049447.250000 Penalty: 4613.162109
	Iteration 6F: 3 clusters Score -1049447 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1049842.500000 Penalty: 4613.162109
	Iteration 7F: 3 clusters Score -1049842 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1050217.750000 Penalty: 4613.162109
	Iteration 8Q: 3 clusters Score -1050218 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1050554.875000 Penalty: 4613.162109
	Iteration 9Q: 3 clusters Score -1050555 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1050839.750000 Penalty: 4613.162109
	Iteration 10Q: 3 clusters Score -1050840 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1051101.500000 Penalty: 4613.162109
	Iteration 11Q: 3 clusters Score -1051102 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1051337.000000 Penalty: 4613.162109
	Iteration 12Q: 3 clusters Score -1051337 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1051524.750000 Penalty: 4613.162109
	Iteration 13Q: 3 clusters Score -1051525 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1051640.000000 Penalty: 4613.162109
	Iteration 14Q: 3 clusters Score -1051640 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1051734.750000 Penalty: 4613.162109
	Iteration 15Q: 3 clusters Score -1051735 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1051852.375000 Penalty: 4613.162109
	Iteration 16Q: 3 clusters Score -1051852 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1052019.875000 Penalty: 4613.162109
	Iteration 17Q: 3 clusters Score -1052020 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1052181.375000 Penalty: 4613.162109
	Iteration 18Q: 3 clusters Score -1052181 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1052283.500000 Penalty: 4613.162109
	Iteration 19Q: 3 clusters Score -1052284 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1052330.500000 Penalty: 4613.162109
	Iteration 20F: 3 clusters Score -1052330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1052357.125000 Penalty: 4613.162109
	Iteration 21Q: 3 clusters Score -1052357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1052374.250000 Penalty: 4613.162109
	Iteration 22Q: 3 clusters Score -1052374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1052395.000000 Penalty: 4613.162109
	Iteration 23Q: 3 clusters Score -1052395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1052402.500000 Penalty: 4613.162109
	Iteration 24Q: 3 clusters Score -1052402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1052407.875000 Penalty: 4613.162109
	Iteration 25Q: 3 clusters Score -1052408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1052408.500000 Penalty: 4613.162109
	Iteration 26Q: 3 clusters Score -1052408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1052414.500000 Penalty: 4613.162109
	Iteration 27Q: 3 clusters Score -1052414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1052419.875000 Penalty: 4613.162109
	Iteration 28Q: 3 clusters Score -1052420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1052421.375000 Penalty: 4613.162109
	Iteration 29Q: 3 clusters Score -1052421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1052423.875000 Penalty: 4613.162109
	Iteration 30Q: 3 clusters Score -1052424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1052424.000000 Penalty: 4613.162109
	Iteration 31Q: 3 clusters Score -1052424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1052425.250000 Penalty: 4613.162109
	Iteration 32Q: 3 clusters Score -1052425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1052426.000000 Penalty: 4613.162109
	Iteration 33Q: 3 clusters Score -1052426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1052426.000000 Penalty: 4613.162109
	Iteration 34Q: 3 clusters Score -1052426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1052426.375000 Penalty: 4613.162109
	Iteration 35Q: 3 clusters Score -1052426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1052427.000000 Penalty: 4613.162109
	Iteration 36Q: 3 clusters Score -1052427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1052427.000000 Penalty: 4613.162109
	Iteration 37F: 3 clusters Score -1052427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Entering Unmasked Estep 
Score: -919484.312500 Penalty: 2264.910400
	Iteration 0F: 2 clusters Score -919484.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -912227.125000 Penalty: 4529.820801
	Iteration 0F: 3 clusters Score -912227.1 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -914370.375000 Penalty: 4529.820801
	Iteration 1F: 3 clusters Score -914370.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -914747.625000 Penalty: 4529.820801
	Iteration 2F: 3 clusters Score -914747.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -915123.000000 Penalty: 4529.820801
	Iteration 3F: 3 clusters Score -915123 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -915486.937500 Penalty: 4529.820801
	Iteration 4F: 3 clusters Score -915486.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -915821.937500 Penalty: 4529.820801
	Iteration 5F: 3 clusters Score -915821.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -916060.937500 Penalty: 4529.820801
	Iteration 6Q: 3 clusters Score -916060.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -916231.625000 Penalty: 4529.820801
	Iteration 7Q: 3 clusters Score -916231.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -916369.250000 Penalty: 4529.820801
	Iteration 8Q: 3 clusters Score -916369.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -916486.750000 Penalty: 4529.820801
	Iteration 9Q: 3 clusters Score -916486.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -916583.937500 Penalty: 4529.820801
	Iteration 10Q: 3 clusters Score -916583.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -916647.937500 Penalty: 4529.820801
	Iteration 11Q: 3 clusters Score -916647.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -916707.875000 Penalty: 4529.820801
	Iteration 12Q: 3 clusters Score -916707.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -916755.562500 Penalty: 4529.820801
	Iteration 13Q: 3 clusters Score -916755.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -916795.250000 Penalty: 4529.820801
	Iteration 14Q: 3 clusters Score -916795.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -916834.750000 Penalty: 4529.820801
	Iteration 15Q: 3 clusters Score -916834.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -916877.937500 Penalty: 4529.820801
	Iteration 16Q: 3 clusters Score -916877.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -916920.625000 Penalty: 4529.820801
	Iteration 17Q: 3 clusters Score -916920.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -916983.000000 Penalty: 4529.820801
	Iteration 18Q: 3 clusters Score -916983 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -917051.125000 Penalty: 4529.820801
	Iteration 19Q: 3 clusters Score -917051.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -917141.562500 Penalty: 4529.820801
	Iteration 20F: 3 clusters Score -917141.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -917266.000000 Penalty: 4529.820801
	Iteration 21Q: 3 clusters Score -917266 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -917430.312500 Penalty: 4529.820801
	Iteration 22Q: 3 clusters Score -917430.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -917631.375000 Penalty: 4529.820801
	Iteration 23Q: 3 clusters Score -917631.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -917862.250000 Penalty: 4529.820801
	Iteration 24Q: 3 clusters Score -917862.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -918031.437500 Penalty: 4529.820801
	Iteration 25Q: 3 clusters Score -918031.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -918138.875000 Penalty: 4529.820801
	Iteration 26Q: 3 clusters Score -918138.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -918208.000000 Penalty: 4529.820801
	Iteration 27Q: 3 clusters Score -918208 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -918247.812500 Penalty: 4529.820801
	Iteration 28Q: 3 clusters Score -918247.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -918266.000000 Penalty: 4529.820801
	Iteration 29Q: 3 clusters Score -918266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -918277.062500 Penalty: 4529.820801
	Iteration 30Q: 3 clusters Score -918277.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -918286.375000 Penalty: 4529.820801
	Iteration 31Q: 3 clusters Score -918286.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -918295.250000 Penalty: 4529.820801
	Iteration 32Q: 3 clusters Score -918295.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -918296.875000 Penalty: 4529.820801
	Iteration 33Q: 3 clusters Score -918296.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -918297.562500 Penalty: 4529.820801
	Iteration 34Q: 3 clusters Score -918297.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -918298.687500 Penalty: 4529.820801
	Iteration 35Q: 3 clusters Score -918298.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -918298.375000 Penalty: 4529.820801
	Iteration 36Q: 3 clusters Score -918298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -918298.562500 Penalty: 4529.820801
	Iteration 37Q: 3 clusters Score -918298.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -918299.437500 Penalty: 4529.820801
	Iteration 38Q: 3 clusters Score -918299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -918299.437500 Penalty: 4529.820801
	Iteration 39Q: 3 clusters Score -918299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -918299.750000 Penalty: 4529.820801
	Iteration 40F: 3 clusters Score -918299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -918302.062500 Penalty: 4529.820801
	Iteration 41Q: 3 clusters Score -918302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -918303.687500 Penalty: 4529.820801
	Iteration 42Q: 3 clusters Score -918303.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -918302.562500 Penalty: 4529.820801
	Iteration 43Q: 3 clusters Score -918302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -918303.812500 Penalty: 4529.820801
	Iteration 44Q: 3 clusters Score -918303.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -918302.750000 Penalty: 4529.820801
	Iteration 45Q: 3 clusters Score -918302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -918302.687500 Penalty: 4529.820801
	Iteration 46Q: 3 clusters Score -918302.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -918303.375000 Penalty: 4529.820801
	Iteration 47Q: 3 clusters Score -918303.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -918303.375000 Penalty: 4529.820801
	Iteration 48F: 3 clusters Score -918303.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Entering Unmasked Estep 
Score: -1252630.500000 Penalty: 2336.309082
	Iteration 0F: 2 clusters Score -1252630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1243441.000000 Penalty: 4672.618164
	Iteration 0F: 3 clusters Score -1243441 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1246321.875000 Penalty: 4672.618164
	Iteration 1F: 3 clusters Score -1246322 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1246703.250000 Penalty: 4672.618164
	Iteration 2F: 3 clusters Score -1246703 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1247012.125000 Penalty: 4672.618164
	Iteration 3F: 3 clusters Score -1247012 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1247317.375000 Penalty: 4672.618164
	Iteration 4Q: 3 clusters Score -1247317 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1247649.500000 Penalty: 4672.618164
	Iteration 5Q: 3 clusters Score -1247650 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1248009.375000 Penalty: 4672.618164
	Iteration 6Q: 3 clusters Score -1248009 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1248382.125000 Penalty: 4672.618164
	Iteration 7F: 3 clusters Score -1248382 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1248771.375000 Penalty: 4672.618164
	Iteration 8F: 3 clusters Score -1248771 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1249206.125000 Penalty: 4672.618164
	Iteration 9F: 3 clusters Score -1249206 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1249685.625000 Penalty: 4672.618164
	Iteration 10Q: 3 clusters Score -1249686 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1250165.875000 Penalty: 4672.618164
	Iteration 11Q: 3 clusters Score -1250166 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1250528.500000 Penalty: 4672.618164
	Iteration 12Q: 3 clusters Score -1250528 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1250779.000000 Penalty: 4672.618164
	Iteration 13Q: 3 clusters Score -1250779 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1250921.125000 Penalty: 4672.618164
	Iteration 14Q: 3 clusters Score -1250921 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1251005.125000 Penalty: 4672.618164
	Iteration 15Q: 3 clusters Score -1251005 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1251064.375000 Penalty: 4672.618164
	Iteration 16Q: 3 clusters Score -1251064 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1251119.500000 Penalty: 4672.618164
	Iteration 17Q: 3 clusters Score -1251120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1251165.750000 Penalty: 4672.618164
	Iteration 18Q: 3 clusters Score -1251166 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1251208.375000 Penalty: 4672.618164
	Iteration 19Q: 3 clusters Score -1251208 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1251244.625000 Penalty: 4672.618164
	Iteration 20F: 3 clusters Score -1251245 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1251281.625000 Penalty: 4672.618164
	Iteration 21Q: 3 clusters Score -1251282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1251308.500000 Penalty: 4672.618164
	Iteration 22Q: 3 clusters Score -1251308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1251335.625000 Penalty: 4672.618164
	Iteration 23Q: 3 clusters Score -1251336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1251360.125000 Penalty: 4672.618164
	Iteration 24Q: 3 clusters Score -1251360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1251389.250000 Penalty: 4672.618164
	Iteration 25Q: 3 clusters Score -1251389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1251404.875000 Penalty: 4672.618164
	Iteration 26Q: 3 clusters Score -1251405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1251410.750000 Penalty: 4672.618164
	Iteration 27Q: 3 clusters Score -1251411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1251417.375000 Penalty: 4672.618164
	Iteration 28Q: 3 clusters Score -1251417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1251422.125000 Penalty: 4672.618164
	Iteration 29Q: 3 clusters Score -1251422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1251427.500000 Penalty: 4672.618164
	Iteration 30Q: 3 clusters Score -1251428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1251432.500000 Penalty: 4672.618164
	Iteration 31Q: 3 clusters Score -1251432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1251436.750000 Penalty: 4672.618164
	Iteration 32Q: 3 clusters Score -1251437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1251440.500000 Penalty: 4672.618164
	Iteration 33Q: 3 clusters Score -1251440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1251438.750000 Penalty: 4672.618164
	Iteration 34Q: 3 clusters Score -1251439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1251439.750000 Penalty: 4672.618164
	Iteration 35Q: 3 clusters Score -1251440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1251441.125000 Penalty: 4672.618164
	Iteration 36Q: 3 clusters Score -1251441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1251447.125000 Penalty: 4672.618164
	Iteration 37Q: 3 clusters Score -1251447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1251449.500000 Penalty: 4672.618164
	Iteration 38Q: 3 clusters Score -1251450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1251447.500000 Penalty: 4672.618164
	Iteration 39Q: 3 clusters Score -1251448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1251446.500000 Penalty: 4672.618164
	Iteration 40F: 3 clusters Score -1251446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Entering Unmasked Estep 
Score: -721344.375000 Penalty: 2214.959473
	Iteration 0F: 2 clusters Score -721344.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -715186.625000 Penalty: 4429.918945
	Iteration 0F: 3 clusters Score -715186.6 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -716797.187500 Penalty: 4429.918945
	Iteration 1F: 3 clusters Score -716797.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -717100.812500 Penalty: 4429.918945
	Iteration 2F: 3 clusters Score -717100.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -717412.625000 Penalty: 4429.918945
	Iteration 3F: 3 clusters Score -717412.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -717699.437500 Penalty: 4429.918945
	Iteration 4F: 3 clusters Score -717699.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -717993.000000 Penalty: 4429.918945
	Iteration 5F: 3 clusters Score -717993 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -718375.187500 Penalty: 4429.918945
	Iteration 6F: 3 clusters Score -718375.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -718777.437500 Penalty: 4429.918945
	Iteration 7F: 3 clusters Score -718777.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -719224.500000 Penalty: 4429.918945
	Iteration 8F: 3 clusters Score -719224.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -719647.437500 Penalty: 4429.918945
	Iteration 9F: 3 clusters Score -719647.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -719983.125000 Penalty: 4429.918945
	Iteration 10F: 3 clusters Score -719983.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -720183.250000 Penalty: 4429.918945
	Iteration 11Q: 3 clusters Score -720183.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -720303.437500 Penalty: 4429.918945
	Iteration 12Q: 3 clusters Score -720303.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -720397.125000 Penalty: 4429.918945
	Iteration 13Q: 3 clusters Score -720397.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -720481.812500 Penalty: 4429.918945
	Iteration 14Q: 3 clusters Score -720481.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -720544.437500 Penalty: 4429.918945
	Iteration 15Q: 3 clusters Score -720544.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -720604.687500 Penalty: 4429.918945
	Iteration 16Q: 3 clusters Score -720604.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -720678.062500 Penalty: 4429.918945
	Iteration 17Q: 3 clusters Score -720678.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -720738.750000 Penalty: 4429.918945
	Iteration 18Q: 3 clusters Score -720738.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -720791.312500 Penalty: 4429.918945
	Iteration 19Q: 3 clusters Score -720791.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -720828.000000 Penalty: 4429.918945
	Iteration 20F: 3 clusters Score -720828 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -720871.250000 Penalty: 4429.918945
	Iteration 21Q: 3 clusters Score -720871.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -720905.875000 Penalty: 4429.918945
	Iteration 22Q: 3 clusters Score -720905.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -720926.062500 Penalty: 4429.918945
	Iteration 23Q: 3 clusters Score -720926.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -720938.812500 Penalty: 4429.918945
	Iteration 24Q: 3 clusters Score -720938.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -720946.687500 Penalty: 4429.918945
	Iteration 25Q: 3 clusters Score -720946.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -720954.250000 Penalty: 4429.918945
	Iteration 26Q: 3 clusters Score -720954.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -720960.000000 Penalty: 4429.918945
	Iteration 27Q: 3 clusters Score -720960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -720964.812500 Penalty: 4429.918945
	Iteration 28Q: 3 clusters Score -720964.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -720971.500000 Penalty: 4429.918945
	Iteration 29Q: 3 clusters Score -720971.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -720978.187500 Penalty: 4429.918945
	Iteration 30Q: 3 clusters Score -720978.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -720987.062500 Penalty: 4429.918945
	Iteration 31Q: 3 clusters Score -720987.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -720994.000000 Penalty: 4429.918945
	Iteration 32Q: 3 clusters Score -720994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -720996.500000 Penalty: 4429.918945
	Iteration 33Q: 3 clusters Score -720996.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -721000.687500 Penalty: 4429.918945
	Iteration 34Q: 3 clusters Score -721000.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -721001.375000 Penalty: 4429.918945
	Iteration 35Q: 3 clusters Score -721001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -721004.250000 Penalty: 4429.918945
	Iteration 36Q: 3 clusters Score -721004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -721006.500000 Penalty: 4429.918945
	Iteration 37Q: 3 clusters Score -721006.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -721006.500000 Penalty: 4429.918945
	Iteration 38F: 3 clusters Score -721006.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Entering Unmasked Estep 
Score: -1583977.625000 Penalty: 2405.651611
	Iteration 0F: 2 clusters Score -1583978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1572231.125000 Penalty: 4811.303223
	Iteration 0F: 3 clusters Score -1572231 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1576103.875000 Penalty: 4811.303223
	Iteration 1F: 3 clusters Score -1576104 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1576494.375000 Penalty: 4811.303223
	Iteration 2F: 3 clusters Score -1576494 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1576810.625000 Penalty: 4811.303223
	Iteration 3Q: 3 clusters Score -1576811 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1577107.250000 Penalty: 4811.303223
	Iteration 4Q: 3 clusters Score -1577107 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1577437.875000 Penalty: 4811.303223
	Iteration 5Q: 3 clusters Score -1577438 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1577829.500000 Penalty: 4811.303223
	Iteration 6Q: 3 clusters Score -1577830 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1578380.375000 Penalty: 4811.303223
	Iteration 7F: 3 clusters Score -1578380 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1578959.500000 Penalty: 4811.303223
	Iteration 8F: 3 clusters Score -1578960 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1579572.625000 Penalty: 4811.303223
	Iteration 9F: 3 clusters Score -1579573 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1580179.125000 Penalty: 4811.303223
	Iteration 10Q: 3 clusters Score -1580179 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1580731.625000 Penalty: 4811.303223
	Iteration 11Q: 3 clusters Score -1580732 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1581162.875000 Penalty: 4811.303223
	Iteration 12Q: 3 clusters Score -1581163 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1581454.500000 Penalty: 4811.303223
	Iteration 13Q: 3 clusters Score -1581454 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1581647.750000 Penalty: 4811.303223
	Iteration 14Q: 3 clusters Score -1581648 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1581767.875000 Penalty: 4811.303223
	Iteration 15Q: 3 clusters Score -1581768 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1581842.125000 Penalty: 4811.303223
	Iteration 16Q: 3 clusters Score -1581842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1581898.500000 Penalty: 4811.303223
	Iteration 17Q: 3 clusters Score -1581898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1581933.750000 Penalty: 4811.303223
	Iteration 18Q: 3 clusters Score -1581934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1581959.500000 Penalty: 4811.303223
	Iteration 19Q: 3 clusters Score -1581960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1581980.750000 Penalty: 4811.303223
	Iteration 20F: 3 clusters Score -1581981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1581994.875000 Penalty: 4811.303223
	Iteration 21Q: 3 clusters Score -1581995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1582003.875000 Penalty: 4811.303223
	Iteration 22Q: 3 clusters Score -1582004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1582009.375000 Penalty: 4811.303223
	Iteration 23Q: 3 clusters Score -1582009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1582012.750000 Penalty: 4811.303223
	Iteration 24Q: 3 clusters Score -1582013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1582017.000000 Penalty: 4811.303223
	Iteration 25Q: 3 clusters Score -1582017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1582019.875000 Penalty: 4811.303223
	Iteration 26Q: 3 clusters Score -1582020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1582025.125000 Penalty: 4811.303223
	Iteration 27Q: 3 clusters Score -1582025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1582025.875000 Penalty: 4811.303223
	Iteration 28Q: 3 clusters Score -1582026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1582026.875000 Penalty: 4811.303223
	Iteration 29Q: 3 clusters Score -1582027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1582026.875000 Penalty: 4811.303223
	Iteration 30F: 3 clusters Score -1582027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Entering Unmasked Estep 
Score: -915489.937500 Penalty: 2261.781738
	Iteration 0F: 2 clusters Score -915489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -908352.562500 Penalty: 4523.563477
	Iteration 0F: 3 clusters Score -908352.6 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -910383.125000 Penalty: 4523.563477
	Iteration 1F: 3 clusters Score -910383.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -910663.937500 Penalty: 4523.563477
	Iteration 2F: 3 clusters Score -910663.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -910870.625000 Penalty: 4523.563477
	Iteration 3Q: 3 clusters Score -910870.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -911044.625000 Penalty: 4523.563477
	Iteration 4Q: 3 clusters Score -911044.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -911180.187500 Penalty: 4523.563477
	Iteration 5Q: 3 clusters Score -911180.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -911310.375000 Penalty: 4523.563477
	Iteration 6Q: 3 clusters Score -911310.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -911436.125000 Penalty: 4523.563477
	Iteration 7Q: 3 clusters Score -911436.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -911565.312500 Penalty: 4523.563477
	Iteration 8Q: 3 clusters Score -911565.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -911702.562500 Penalty: 4523.563477
	Iteration 9Q: 3 clusters Score -911702.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -911820.562500 Penalty: 4523.563477
	Iteration 10Q: 3 clusters Score -911820.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -911928.375000 Penalty: 4523.563477
	Iteration 11Q: 3 clusters Score -911928.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -912025.312500 Penalty: 4523.563477
	Iteration 12Q: 3 clusters Score -912025.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -912121.312500 Penalty: 4523.563477
	Iteration 13Q: 3 clusters Score -912121.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -912228.812500 Penalty: 4523.563477
	Iteration 14Q: 3 clusters Score -912228.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -912327.125000 Penalty: 4523.563477
	Iteration 15Q: 3 clusters Score -912327.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -912425.875000 Penalty: 4523.563477
	Iteration 16Q: 3 clusters Score -912425.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -912542.187500 Penalty: 4523.563477
	Iteration 17Q: 3 clusters Score -912542.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -912657.125000 Penalty: 4523.563477
	Iteration 18Q: 3 clusters Score -912657.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -912783.812500 Penalty: 4523.563477
	Iteration 19Q: 3 clusters Score -912783.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -912914.437500 Penalty: 4523.563477
	Iteration 20F: 3 clusters Score -912914.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -913021.562500 Penalty: 4523.563477
	Iteration 21Q: 3 clusters Score -913021.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -913125.500000 Penalty: 4523.563477
	Iteration 22Q: 3 clusters Score -913125.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -913214.000000 Penalty: 4523.563477
	Iteration 23Q: 3 clusters Score -913214 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -913297.812500 Penalty: 4523.563477
	Iteration 24Q: 3 clusters Score -913297.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -913383.750000 Penalty: 4523.563477
	Iteration 25Q: 3 clusters Score -913383.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -913447.312500 Penalty: 4523.563477
	Iteration 26Q: 3 clusters Score -913447.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -913507.875000 Penalty: 4523.563477
	Iteration 27Q: 3 clusters Score -913507.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -913552.062500 Penalty: 4523.563477
	Iteration 28Q: 3 clusters Score -913552.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -913594.937500 Penalty: 4523.563477
	Iteration 29Q: 3 clusters Score -913594.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -913634.562500 Penalty: 4523.563477
	Iteration 30Q: 3 clusters Score -913634.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -913661.562500 Penalty: 4523.563477
	Iteration 31Q: 3 clusters Score -913661.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -913683.250000 Penalty: 4523.563477
	Iteration 32Q: 3 clusters Score -913683.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -913695.375000 Penalty: 4523.563477
	Iteration 33Q: 3 clusters Score -913695.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -913702.812500 Penalty: 4523.563477
	Iteration 34Q: 3 clusters Score -913702.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -913709.437500 Penalty: 4523.563477
	Iteration 35Q: 3 clusters Score -913709.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -913715.750000 Penalty: 4523.563477
	Iteration 36Q: 3 clusters Score -913715.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -913719.875000 Penalty: 4523.563477
	Iteration 37Q: 3 clusters Score -913719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -913723.125000 Penalty: 4523.563477
	Iteration 38Q: 3 clusters Score -913723.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -913726.125000 Penalty: 4523.563477
	Iteration 39Q: 3 clusters Score -913726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -913727.750000 Penalty: 4523.563477
	Iteration 40F: 3 clusters Score -913727.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -913734.812500 Penalty: 4523.563477
	Iteration 41Q: 3 clusters Score -913734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -913741.250000 Penalty: 4523.563477
	Iteration 42Q: 3 clusters Score -913741.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -913745.312500 Penalty: 4523.563477
	Iteration 43Q: 3 clusters Score -913745.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -913749.000000 Penalty: 4523.563477
	Iteration 44Q: 3 clusters Score -913749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -913753.437500 Penalty: 4523.563477
	Iteration 45Q: 3 clusters Score -913753.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -913757.062500 Penalty: 4523.563477
	Iteration 46Q: 3 clusters Score -913757.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -913758.500000 Penalty: 4523.563477
	Iteration 47Q: 3 clusters Score -913758.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -913763.312500 Penalty: 4523.563477
	Iteration 48Q: 3 clusters Score -913763.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -913765.187500 Penalty: 4523.563477
	Iteration 49Q: 3 clusters Score -913765.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -913765.875000 Penalty: 4523.563477
	Iteration 50Q: 3 clusters Score -913765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -913765.500000 Penalty: 4523.563477
	Iteration 51Q: 3 clusters Score -913765.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -913766.000000 Penalty: 4523.563477
	Iteration 52Q: 3 clusters Score -913766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -913766.000000 Penalty: 4523.563477
	Iteration 53F: 3 clusters Score -913766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (95182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95182 members 
Entering Unmasked Estep 
Score: -9751257.000000 Penalty: 2842.959473
	Iteration 0F: 2 clusters Score -9751257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -9687637.000000 Penalty: 5685.918945
	Iteration 0F: 3 clusters Score -9687637 nChanged 45034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -9713316.000000 Penalty: 5685.918945
	Iteration 1F: 3 clusters Score -9713316 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -9714111.000000 Penalty: 5685.918945
	Iteration 2Q: 3 clusters Score -9714111 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -9714752.000000 Penalty: 5685.918945
	Iteration 3Q: 3 clusters Score -9714752 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -9715513.000000 Penalty: 5685.918945
	Iteration 4Q: 3 clusters Score -9715513 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -9716261.000000 Penalty: 5685.918945
	Iteration 5Q: 3 clusters Score -9716261 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -9717003.000000 Penalty: 5685.918945
	Iteration 6Q: 3 clusters Score -9717003 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -9717944.000000 Penalty: 5685.918945
	Iteration 7Q: 3 clusters Score -9717944 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -9719035.000000 Penalty: 5685.918945
	Iteration 8Q: 3 clusters Score -9719035 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -9720412.000000 Penalty: 5685.918945
	Iteration 9Q: 3 clusters Score -9720412 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -9722286.000000 Penalty: 5685.918945
	Iteration 10Q: 3 clusters Score -9722286 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -9724976.000000 Penalty: 5685.918945
	Iteration 11Q: 3 clusters Score -9724976 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -9728339.000000 Penalty: 5685.918945
	Iteration 12F: 3 clusters Score -9728339 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -9731252.000000 Penalty: 5685.918945
	Iteration 13F: 3 clusters Score -9731252 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -9732958.000000 Penalty: 5685.918945
	Iteration 14Q: 3 clusters Score -9732958 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -9733580.000000 Penalty: 5685.918945
	Iteration 15Q: 3 clusters Score -9733580 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -9733827.000000 Penalty: 5685.918945
	Iteration 16Q: 3 clusters Score -9733827 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -9733972.000000 Penalty: 5685.918945
	Iteration 17Q: 3 clusters Score -9733972 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -9734087.000000 Penalty: 5685.918945
	Iteration 18Q: 3 clusters Score -9734087 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -9734147.000000 Penalty: 5685.918945
	Iteration 19Q: 3 clusters Score -9734147 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -9734275.000000 Penalty: 5685.918945
	Iteration 20F: 3 clusters Score -9734275 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -9734412.000000 Penalty: 5685.918945
	Iteration 21Q: 3 clusters Score -9734412 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -9734547.000000 Penalty: 5685.918945
	Iteration 22Q: 3 clusters Score -9734547 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -9734761.000000 Penalty: 5685.918945
	Iteration 23Q: 3 clusters Score -9734761 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -9734944.000000 Penalty: 5685.918945
	Iteration 24Q: 3 clusters Score -9734944 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -9735163.000000 Penalty: 5685.918945
	Iteration 25Q: 3 clusters Score -9735163 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -9735349.000000 Penalty: 5685.918945
	Iteration 26Q: 3 clusters Score -9735349 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -9735460.000000 Penalty: 5685.918945
	Iteration 27Q: 3 clusters Score -9735460 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -9735702.000000 Penalty: 5685.918945
	Iteration 28Q: 3 clusters Score -9735702 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -9735948.000000 Penalty: 5685.918945
	Iteration 29Q: 3 clusters Score -9735948 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -9736202.000000 Penalty: 5685.918945
	Iteration 30Q: 3 clusters Score -9736202 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -9736608.000000 Penalty: 5685.918945
	Iteration 31Q: 3 clusters Score -9736608 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -9737031.000000 Penalty: 5685.918945
	Iteration 32Q: 3 clusters Score -9737031 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -9737475.000000 Penalty: 5685.918945
	Iteration 33Q: 3 clusters Score -9737475 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -9737985.000000 Penalty: 5685.918945
	Iteration 34Q: 3 clusters Score -9737985 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70106 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -9738506.000000 Penalty: 5685.918945
	Iteration 35Q: 3 clusters Score -9738506 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -9739125.000000 Penalty: 5685.918945
	Iteration 36Q: 3 clusters Score -9739125 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73269 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -9739796.000000 Penalty: 5685.918945
	Iteration 37Q: 3 clusters Score -9739796 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -9740381.000000 Penalty: 5685.918945
	Iteration 38Q: 3 clusters Score -9740381 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76611 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -9741034.000000 Penalty: 5685.918945
	Iteration 39Q: 3 clusters Score -9741034 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78264 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -9741688.000000 Penalty: 5685.918945
	Iteration 40F: 3 clusters Score -9741688 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -9742319.000000 Penalty: 5685.918945
	Iteration 41Q: 3 clusters Score -9742319 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -9742937.000000 Penalty: 5685.918945
	Iteration 42Q: 3 clusters Score -9742937 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82959 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -9743639.000000 Penalty: 5685.918945
	Iteration 43Q: 3 clusters Score -9743639 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84468 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -9744371.000000 Penalty: 5685.918945
	Iteration 44Q: 3 clusters Score -9744371 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -9745010.000000 Penalty: 5685.918945
	Iteration 45Q: 3 clusters Score -9745010 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87168 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -9745617.000000 Penalty: 5685.918945
	Iteration 46Q: 3 clusters Score -9745617 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -9746197.000000 Penalty: 5685.918945
	Iteration 47Q: 3 clusters Score -9746197 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89281 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -9746623.000000 Penalty: 5685.918945
	Iteration 48Q: 3 clusters Score -9746623 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90151 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -9747057.000000 Penalty: 5685.918945
	Iteration 49Q: 3 clusters Score -9747057 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -9747381.000000 Penalty: 5685.918945
	Iteration 50Q: 3 clusters Score -9747381 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -9747626.000000 Penalty: 5685.918945
	Iteration 51Q: 3 clusters Score -9747626 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91936 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -9747861.000000 Penalty: 5685.918945
	Iteration 52Q: 3 clusters Score -9747861 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92344 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -9748114.000000 Penalty: 5685.918945
	Iteration 53Q: 3 clusters Score -9748114 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92672 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -9748237.000000 Penalty: 5685.918945
	Iteration 54Q: 3 clusters Score -9748237 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -9748357.000000 Penalty: 5685.918945
	Iteration 55Q: 3 clusters Score -9748357 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -9748439.000000 Penalty: 5685.918945
	Iteration 56Q: 3 clusters Score -9748439 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93367 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9748529.000000 Penalty: 5685.918945
	Iteration 57Q: 3 clusters Score -9748529 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9748586.000000 Penalty: 5685.918945
	Iteration 58Q: 3 clusters Score -9748586 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93609 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -9748654.000000 Penalty: 5685.918945
	Iteration 59Q: 3 clusters Score -9748654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93697 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9748690.000000 Penalty: 5685.918945
	Iteration 60F: 3 clusters Score -9748690 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93766 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9748714.000000 Penalty: 5685.918945
	Iteration 61Q: 3 clusters Score -9748714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9748737.000000 Penalty: 5685.918945
	Iteration 62Q: 3 clusters Score -9748737 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93857 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9748757.000000 Penalty: 5685.918945
	Iteration 63Q: 3 clusters Score -9748757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93894 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -9748759.000000 Penalty: 5685.918945
	Iteration 64Q: 3 clusters Score -9748759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -9748766.000000 Penalty: 5685.918945
	Iteration 65Q: 3 clusters Score -9748766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9748775.000000 Penalty: 5685.918945
	Iteration 66Q: 3 clusters Score -9748775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9748790.000000 Penalty: 5685.918945
	Iteration 67Q: 3 clusters Score -9748790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93988 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9748791.000000 Penalty: 5685.918945
	Iteration 68Q: 3 clusters Score -9748791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9748801.000000 Penalty: 5685.918945
	Iteration 69Q: 3 clusters Score -9748801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9748799.000000 Penalty: 5685.918945
	Iteration 70Q: 3 clusters Score -9748799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94027 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9748797.000000 Penalty: 5685.918945
	Iteration 71Q: 3 clusters Score -9748797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9748810.000000 Penalty: 5685.918945
	Iteration 72Q: 3 clusters Score -9748810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94045 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9748813.000000 Penalty: 5685.918945
	Iteration 73Q: 3 clusters Score -9748813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9748813.000000 Penalty: 5685.918945
	Iteration 74Q: 3 clusters Score -9748813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9748823.000000 Penalty: 5685.918945
	Iteration 75Q: 3 clusters Score -9748823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94070 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9748826.000000 Penalty: 5685.918945
	Iteration 76Q: 3 clusters Score -9748826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94079 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9748831.000000 Penalty: 5685.918945
	Iteration 77Q: 3 clusters Score -9748831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9748836.000000 Penalty: 5685.918945
	Iteration 78Q: 3 clusters Score -9748836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9748840.000000 Penalty: 5685.918945
	Iteration 79Q: 3 clusters Score -9748840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9748845.000000 Penalty: 5685.918945
	Iteration 80F: 3 clusters Score -9748845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9748852.000000 Penalty: 5685.918945
	Iteration 81Q: 3 clusters Score -9748852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94129 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9748858.000000 Penalty: 5685.918945
	Iteration 82Q: 3 clusters Score -9748858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94143 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9748865.000000 Penalty: 5685.918945
	Iteration 83Q: 3 clusters Score -9748865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94156 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9748872.000000 Penalty: 5685.918945
	Iteration 84Q: 3 clusters Score -9748872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94174 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9748877.000000 Penalty: 5685.918945
	Iteration 85Q: 3 clusters Score -9748877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94191 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9748862.000000 Penalty: 5685.918945
	Iteration 86Q: 3 clusters Score -9748862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9748881.000000 Penalty: 5685.918945
	Iteration 87Q: 3 clusters Score -9748881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9748867.000000 Penalty: 5685.918945
	Iteration 88Q: 3 clusters Score -9748867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9748882.000000 Penalty: 5685.918945
	Iteration 89Q: 3 clusters Score -9748882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94229 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9748876.000000 Penalty: 5685.918945
	Iteration 90Q: 3 clusters Score -9748876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9748884.000000 Penalty: 5685.918945
	Iteration 91Q: 3 clusters Score -9748884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9748889.000000 Penalty: 5685.918945
	Iteration 92Q: 3 clusters Score -9748889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9748898.000000 Penalty: 5685.918945
	Iteration 93Q: 3 clusters Score -9748898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94252 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9748907.000000 Penalty: 5685.918945
	Iteration 94Q: 3 clusters Score -9748907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9748915.000000 Penalty: 5685.918945
	Iteration 95Q: 3 clusters Score -9748915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94262 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9748921.000000 Penalty: 5685.918945
	Iteration 96Q: 3 clusters Score -9748921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94263 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9748913.000000 Penalty: 5685.918945
	Iteration 97Q: 3 clusters Score -9748913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94272 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9748910.000000 Penalty: 5685.918945
	Iteration 98Q: 3 clusters Score -9748910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94279 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9748909.000000 Penalty: 5685.918945
	Iteration 99Q: 3 clusters Score -9748909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94289 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9748910.000000 Penalty: 5685.918945
	Iteration 100F: 3 clusters Score -9748910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94298 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9748909.000000 Penalty: 5685.918945
	Iteration 101Q: 3 clusters Score -9748909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94305 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9748922.000000 Penalty: 5685.918945
	Iteration 102Q: 3 clusters Score -9748922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9748924.000000 Penalty: 5685.918945
	Iteration 103Q: 3 clusters Score -9748924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94314 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9748926.000000 Penalty: 5685.918945
	Iteration 104Q: 3 clusters Score -9748926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9748923.000000 Penalty: 5685.918945
	Iteration 105Q: 3 clusters Score -9748923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94320 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9748930.000000 Penalty: 5685.918945
	Iteration 106Q: 3 clusters Score -9748930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94320 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9748925.000000 Penalty: 5685.918945
	Iteration 107Q: 3 clusters Score -9748925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94322 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9748934.000000 Penalty: 5685.918945
	Iteration 108Q: 3 clusters Score -9748934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94321 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9748936.000000 Penalty: 5685.918945
	Iteration 109Q: 3 clusters Score -9748936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94320 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9748937.000000 Penalty: 5685.918945
	Iteration 110Q: 3 clusters Score -9748937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94321 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9748938.000000 Penalty: 5685.918945
	Iteration 111Q: 3 clusters Score -9748938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94321 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9748938.000000 Penalty: 5685.918945
	Iteration 112F: 3 clusters Score -9748938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (288052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288052 members 
Entering Unmasked Estep 
Score: -28824726.000000 Penalty: 3117.582275
	Iteration 0F: 2 clusters Score -2.882473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143743 members 
Mstep: Class 2 contains 144309 members 
Entering Unmasked Estep 
Score: -28642440.000000 Penalty: 6235.164551
	Iteration 0F: 3 clusters Score -2.864244e+07 nChanged 139620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135311 members 
Mstep: Class 2 contains 152741 members 
Entering Unmasked Estep 
Score: -28725602.000000 Penalty: 6235.164551
	Iteration 1F: 3 clusters Score -2.87256e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129539 members 
Mstep: Class 2 contains 158513 members 
Entering Unmasked Estep 
Score: -28727742.000000 Penalty: 6235.164551
	Iteration 2Q: 3 clusters Score -2.872774e+07 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120554 members 
Mstep: Class 2 contains 167498 members 
Entering Unmasked Estep 
Score: -28731316.000000 Penalty: 6235.164551
	Iteration 3Q: 3 clusters Score -2.873132e+07 nChanged 15137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107155 members 
Mstep: Class 2 contains 180897 members 
Entering Unmasked Estep 
Score: -28738096.000000 Penalty: 6235.164551
	Iteration 4F: 3 clusters Score -2.87381e+07 nChanged 19525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88956 members 
Mstep: Class 2 contains 199096 members 
Entering Unmasked Estep 
Score: -28748222.000000 Penalty: 6235.164551
	Iteration 5F: 3 clusters Score -2.874822e+07 nChanged 22591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 220697 members 
Entering Unmasked Estep 
Score: -28761912.000000 Penalty: 6235.164551
	Iteration 6F: 3 clusters Score -2.876191e+07 nChanged 22464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 242737 members 
Entering Unmasked Estep 
Score: -28778756.000000 Penalty: 6235.164551
	Iteration 7F: 3 clusters Score -2.877876e+07 nChanged 19045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 261606 members 
Entering Unmasked Estep 
Score: -28794980.000000 Penalty: 6235.164551
	Iteration 8F: 3 clusters Score -2.879498e+07 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 274762 members 
Entering Unmasked Estep 
Score: -28808058.000000 Penalty: 6235.164551
	Iteration 9Q: 3 clusters Score -2.880806e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 282202 members 
Entering Unmasked Estep 
Score: -28815850.000000 Penalty: 6235.164551
	Iteration 10Q: 3 clusters Score -2.881585e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 285450 members 
Entering Unmasked Estep 
Score: -28819546.000000 Penalty: 6235.164551
	Iteration 11Q: 3 clusters Score -2.881955e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 286673 members 
Entering Unmasked Estep 
Score: -28820634.000000 Penalty: 6235.164551
	Iteration 12Q: 3 clusters Score -2.882063e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 287143 members 
Entering Unmasked Estep 
Score: -28821200.000000 Penalty: 6235.164551
	Iteration 13Q: 3 clusters Score -2.88212e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 287337 members 
Entering Unmasked Estep 
Score: -28821478.000000 Penalty: 6235.164551
	Iteration 14Q: 3 clusters Score -2.882148e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 287430 members 
Entering Unmasked Estep 
Score: -28821602.000000 Penalty: 6235.164551
	Iteration 15Q: 3 clusters Score -2.88216e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 287464 members 
Entering Unmasked Estep 
Score: -28821694.000000 Penalty: 6235.164551
	Iteration 16Q: 3 clusters Score -2.882169e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 287487 members 
Entering Unmasked Estep 
Score: -28821728.000000 Penalty: 6235.164551
	Iteration 17Q: 3 clusters Score -2.882173e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 287509 members 
Entering Unmasked Estep 
Score: -28821772.000000 Penalty: 6235.164551
	Iteration 18Q: 3 clusters Score -2.882177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 287523 members 
Entering Unmasked Estep 
Score: -28821796.000000 Penalty: 6235.164551
	Iteration 19Q: 3 clusters Score -2.88218e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 287539 members 
Entering Unmasked Estep 
Score: -28821808.000000 Penalty: 6235.164551
	Iteration 20F: 3 clusters Score -2.882181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 287538 members 
Entering Unmasked Estep 
Score: -28821810.000000 Penalty: 6235.164551
	Iteration 21Q: 3 clusters Score -2.882181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 287540 members 
Entering Unmasked Estep 
Score: -28821812.000000 Penalty: 6235.164551
	Iteration 22Q: 3 clusters Score -2.882181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 287542 members 
Entering Unmasked Estep 
Score: -28821818.000000 Penalty: 6235.164551
	Iteration 23Q: 3 clusters Score -2.882182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 287545 members 
Entering Unmasked Estep 
Score: -28821832.000000 Penalty: 6235.164551
	Iteration 24Q: 3 clusters Score -2.882183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 287544 members 
Entering Unmasked Estep 
Score: -28821834.000000 Penalty: 6235.164551
	Iteration 25Q: 3 clusters Score -2.882183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 287544 members 
Entering Unmasked Estep 
Score: -28821834.000000 Penalty: 6235.164551
	Iteration 26F: 3 clusters Score -2.882183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Entering Unmasked Estep 
Score: -492647.531250 Penalty: 2119.787109
	Iteration 0F: 2 clusters Score -492647.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -488072.218750 Penalty: 4239.574219
	Iteration 0F: 3 clusters Score -488072.2 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -489451.937500 Penalty: 4239.574219
	Iteration 1F: 3 clusters Score -489451.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -489840.031250 Penalty: 4239.574219
	Iteration 2F: 3 clusters Score -489840 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -490124.343750 Penalty: 4239.574219
	Iteration 3F: 3 clusters Score -490124.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -490388.906250 Penalty: 4239.574219
	Iteration 4F: 3 clusters Score -490388.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -490637.343750 Penalty: 4239.574219
	Iteration 5F: 3 clusters Score -490637.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -490843.000000 Penalty: 4239.574219
	Iteration 6Q: 3 clusters Score -490843 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -491026.031250 Penalty: 4239.574219
	Iteration 7Q: 3 clusters Score -491026 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -491189.000000 Penalty: 4239.574219
	Iteration 8Q: 3 clusters Score -491189 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -491351.375000 Penalty: 4239.574219
	Iteration 9Q: 3 clusters Score -491351.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -491536.343750 Penalty: 4239.574219
	Iteration 10Q: 3 clusters Score -491536.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -491708.937500 Penalty: 4239.574219
	Iteration 11Q: 3 clusters Score -491708.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -491858.906250 Penalty: 4239.574219
	Iteration 12Q: 3 clusters Score -491858.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -491992.906250 Penalty: 4239.574219
	Iteration 13Q: 3 clusters Score -491992.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -492081.875000 Penalty: 4239.574219
	Iteration 14Q: 3 clusters Score -492081.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -492134.906250 Penalty: 4239.574219
	Iteration 15Q: 3 clusters Score -492134.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -492161.593750 Penalty: 4239.574219
	Iteration 16Q: 3 clusters Score -492161.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -492170.031250 Penalty: 4239.574219
	Iteration 17Q: 3 clusters Score -492170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -492175.312500 Penalty: 4239.574219
	Iteration 18Q: 3 clusters Score -492175.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -492178.500000 Penalty: 4239.574219
	Iteration 19Q: 3 clusters Score -492178.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -492179.781250 Penalty: 4239.574219
	Iteration 20F: 3 clusters Score -492179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -492179.687500 Penalty: 4239.574219
	Iteration 21Q: 3 clusters Score -492179.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -492179.687500 Penalty: 4239.574219
	Iteration 22F: 3 clusters Score -492179.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Entering Unmasked Estep 
Score: -794670.062500 Penalty: 2223.593018
	Iteration 0F: 2 clusters Score -794670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -788420.687500 Penalty: 4447.186035
	Iteration 0F: 3 clusters Score -788420.7 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -790112.500000 Penalty: 4447.186035
	Iteration 1F: 3 clusters Score -790112.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -790351.312500 Penalty: 4447.186035
	Iteration 2F: 3 clusters Score -790351.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -790507.187500 Penalty: 4447.186035
	Iteration 3Q: 3 clusters Score -790507.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -790634.937500 Penalty: 4447.186035
	Iteration 4Q: 3 clusters Score -790634.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -790760.125000 Penalty: 4447.186035
	Iteration 5Q: 3 clusters Score -790760.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -790894.875000 Penalty: 4447.186035
	Iteration 6Q: 3 clusters Score -790894.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -791046.812500 Penalty: 4447.186035
	Iteration 7Q: 3 clusters Score -791046.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -791230.125000 Penalty: 4447.186035
	Iteration 8Q: 3 clusters Score -791230.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -791466.562500 Penalty: 4447.186035
	Iteration 9Q: 3 clusters Score -791466.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -791714.812500 Penalty: 4447.186035
	Iteration 10Q: 3 clusters Score -791714.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -791946.312500 Penalty: 4447.186035
	Iteration 11Q: 3 clusters Score -791946.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -792166.750000 Penalty: 4447.186035
	Iteration 12Q: 3 clusters Score -792166.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -792339.750000 Penalty: 4447.186035
	Iteration 13Q: 3 clusters Score -792339.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -792477.062500 Penalty: 4447.186035
	Iteration 14Q: 3 clusters Score -792477.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -792580.937500 Penalty: 4447.186035
	Iteration 15Q: 3 clusters Score -792580.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -792645.937500 Penalty: 4447.186035
	Iteration 16Q: 3 clusters Score -792645.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -792689.500000 Penalty: 4447.186035
	Iteration 17Q: 3 clusters Score -792689.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -792716.375000 Penalty: 4447.186035
	Iteration 18Q: 3 clusters Score -792716.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -792734.937500 Penalty: 4447.186035
	Iteration 19Q: 3 clusters Score -792734.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -792750.375000 Penalty: 4447.186035
	Iteration 20F: 3 clusters Score -792750.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -792766.437500 Penalty: 4447.186035
	Iteration 21Q: 3 clusters Score -792766.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -792778.312500 Penalty: 4447.186035
	Iteration 22Q: 3 clusters Score -792778.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -792791.937500 Penalty: 4447.186035
	Iteration 23Q: 3 clusters Score -792791.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -792804.750000 Penalty: 4447.186035
	Iteration 24Q: 3 clusters Score -792804.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -792812.625000 Penalty: 4447.186035
	Iteration 25Q: 3 clusters Score -792812.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -792815.562500 Penalty: 4447.186035
	Iteration 26Q: 3 clusters Score -792815.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -792816.500000 Penalty: 4447.186035
	Iteration 27Q: 3 clusters Score -792816.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -792816.500000 Penalty: 4447.186035
	Iteration 28F: 3 clusters Score -792816.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Entering Unmasked Estep 
Score: -190800.781250 Penalty: 1885.271729
	Iteration 0F: 2 clusters Score -190800.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -188185.343750 Penalty: 3770.543457
	Iteration 0F: 3 clusters Score -188185.3 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -188688.218750 Penalty: 3770.543457
	Iteration 1F: 3 clusters Score -188688.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -188847.875000 Penalty: 3770.543457
	Iteration 2F: 3 clusters Score -188847.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -188926.296875 Penalty: 3770.543457
	Iteration 3Q: 3 clusters Score -188926.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -188982.234375 Penalty: 3770.543457
	Iteration 4Q: 3 clusters Score -188982.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -189016.421875 Penalty: 3770.543457
	Iteration 5Q: 3 clusters Score -189016.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -189053.453125 Penalty: 3770.543457
	Iteration 6Q: 3 clusters Score -189053.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -189092.906250 Penalty: 3770.543457
	Iteration 7Q: 3 clusters Score -189092.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -189144.078125 Penalty: 3770.543457
	Iteration 8Q: 3 clusters Score -189144.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -189186.375000 Penalty: 3770.543457
	Iteration 9Q: 3 clusters Score -189186.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -189223.968750 Penalty: 3770.543457
	Iteration 10Q: 3 clusters Score -189224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -189261.109375 Penalty: 3770.543457
	Iteration 11Q: 3 clusters Score -189261.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -189291.296875 Penalty: 3770.543457
	Iteration 12Q: 3 clusters Score -189291.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -189313.406250 Penalty: 3770.543457
	Iteration 13Q: 3 clusters Score -189313.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -189329.796875 Penalty: 3770.543457
	Iteration 14Q: 3 clusters Score -189329.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -189343.703125 Penalty: 3770.543457
	Iteration 15Q: 3 clusters Score -189343.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -189354.609375 Penalty: 3770.543457
	Iteration 16Q: 3 clusters Score -189354.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -189358.906250 Penalty: 3770.543457
	Iteration 17Q: 3 clusters Score -189358.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -189367.078125 Penalty: 3770.543457
	Iteration 18Q: 3 clusters Score -189367.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -189378.578125 Penalty: 3770.543457
	Iteration 19Q: 3 clusters Score -189378.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -189389.125000 Penalty: 3770.543457
	Iteration 20F: 3 clusters Score -189389.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -189399.703125 Penalty: 3770.543457
	Iteration 21Q: 3 clusters Score -189399.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -189408.906250 Penalty: 3770.543457
	Iteration 22Q: 3 clusters Score -189408.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -189416.156250 Penalty: 3770.543457
	Iteration 23Q: 3 clusters Score -189416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -189420.687500 Penalty: 3770.543457
	Iteration 24Q: 3 clusters Score -189420.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -189426.703125 Penalty: 3770.543457
	Iteration 25Q: 3 clusters Score -189426.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -189432.687500 Penalty: 3770.543457
	Iteration 26Q: 3 clusters Score -189432.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -189439.062500 Penalty: 3770.543457
	Iteration 27Q: 3 clusters Score -189439.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -189444.593750 Penalty: 3770.543457
	Iteration 28Q: 3 clusters Score -189444.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -189449.296875 Penalty: 3770.543457
	Iteration 29Q: 3 clusters Score -189449.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -189457.593750 Penalty: 3770.543457
	Iteration 30Q: 3 clusters Score -189457.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -189462.359375 Penalty: 3770.543457
	Iteration 31Q: 3 clusters Score -189462.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -189464.796875 Penalty: 3770.543457
	Iteration 32Q: 3 clusters Score -189464.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -189469.218750 Penalty: 3770.543457
	Iteration 33Q: 3 clusters Score -189469.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -189472.671875 Penalty: 3770.543457
	Iteration 34Q: 3 clusters Score -189472.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -189481.312500 Penalty: 3770.543457
	Iteration 35Q: 3 clusters Score -189481.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -189484.812500 Penalty: 3770.543457
	Iteration 36Q: 3 clusters Score -189484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -189486.578125 Penalty: 3770.543457
	Iteration 37Q: 3 clusters Score -189486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -189488.468750 Penalty: 3770.543457
	Iteration 38Q: 3 clusters Score -189488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -189488.890625 Penalty: 3770.543457
	Iteration 39Q: 3 clusters Score -189488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -189489.656250 Penalty: 3770.543457
	Iteration 40F: 3 clusters Score -189489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -189490.718750 Penalty: 3770.543457
	Iteration 41Q: 3 clusters Score -189490.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -189492.703125 Penalty: 3770.543457
	Iteration 42Q: 3 clusters Score -189492.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -189494.515625 Penalty: 3770.543457
	Iteration 43Q: 3 clusters Score -189494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -189496.265625 Penalty: 3770.543457
	Iteration 44Q: 3 clusters Score -189496.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -189500.671875 Penalty: 3770.543457
	Iteration 45Q: 3 clusters Score -189500.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -189503.546875 Penalty: 3770.543457
	Iteration 46Q: 3 clusters Score -189503.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -189508.156250 Penalty: 3770.543457
	Iteration 47Q: 3 clusters Score -189508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -189511.343750 Penalty: 3770.543457
	Iteration 48Q: 3 clusters Score -189511.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -189516.140625 Penalty: 3770.543457
	Iteration 49Q: 3 clusters Score -189516.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -189521.500000 Penalty: 3770.543457
	Iteration 50Q: 3 clusters Score -189521.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -189523.375000 Penalty: 3770.543457
	Iteration 51Q: 3 clusters Score -189523.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -189525.218750 Penalty: 3770.543457
	Iteration 52Q: 3 clusters Score -189525.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -189525.890625 Penalty: 3770.543457
	Iteration 53Q: 3 clusters Score -189525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -189526.281250 Penalty: 3770.543457
	Iteration 54Q: 3 clusters Score -189526.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -189527.500000 Penalty: 3770.543457
	Iteration 55Q: 3 clusters Score -189527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -189529.343750 Penalty: 3770.543457
	Iteration 56Q: 3 clusters Score -189529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -189530.343750 Penalty: 3770.543457
	Iteration 57Q: 3 clusters Score -189530.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -189530.343750 Penalty: 3770.543457
	Iteration 58F: 3 clusters Score -189530.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -283828.218750 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -283828.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -280563.031250 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -280563 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -281281.937500 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -281281.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -281524.625000 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -281524.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -281750.031250 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -281750 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -281900.843750 Penalty: 3979.031250
	Iteration 4Q: 3 clusters Score -281900.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -282019.718750 Penalty: 3979.031250
	Iteration 5Q: 3 clusters Score -282019.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -282137.031250 Penalty: 3979.031250
	Iteration 6Q: 3 clusters Score -282137 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -282253.718750 Penalty: 3979.031250
	Iteration 7Q: 3 clusters Score -282253.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -282359.593750 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -282359.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -282424.625000 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -282424.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -282472.937500 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -282472.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -282511.812500 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -282511.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -282542.125000 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -282542.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -282570.718750 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -282570.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -282601.031250 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -282601 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -282621.593750 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -282621.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -282637.812500 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -282637.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -282646.656250 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -282646.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -282655.531250 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -282655.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -282660.468750 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -282660.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -282663.718750 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -282663.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -282664.531250 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -282664.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -282664.531250 Penalty: 3979.031250
	Iteration 22F: 3 clusters Score -282664.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4765 members 
Mstep: Class 3 contains 1486 members 
Mstep: Class 4 contains 8445 members 
Mstep: Class 5 contains 65077 members 
Mstep: Class 6 contains 7836 members 
Mstep: Class 7 contains 16785 members 
Mstep: Class 8 contains 41434 members 
Mstep: Class 9 contains 14770 members 
Mstep: Class 10 contains 25251 members 
Mstep: Class 11 contains 64776 members 
Mstep: Class 12 contains 39529 members 
Mstep: Class 13 contains 192682 members 
Mstep: Class 14 contains 19057 members 
Mstep: Class 15 contains 10891 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 59860 members 
Mstep: Class 18 contains 327637 members 
Mstep: Class 19 contains 22281 members 
Mstep: Class 20 contains 121011 members 
Mstep: Class 21 contains 20888 members 
Mstep: Class 22 contains 42761 members 
Mstep: Class 23 contains 34463 members 
Mstep: Class 24 contains 10946 members 
Mstep: Class 25 contains 9253 members 
Mstep: Class 26 contains 12340 members 
Mstep: Class 27 contains 7565 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9137 members 
Mstep: Class 30 contains 95182 members 
Mstep: Class 31 contains 288052 members 
Mstep: Class 32 contains 5154 members 
Mstep: Class 33 contains 7833 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141904.000000 Penalty: 124097.632812
Iteration 199Q: 36 clusters Score -1.571419e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 8447 members 
Mstep: Class 5 contains 65103 members 
Mstep: Class 6 contains 7842 members 
Mstep: Class 7 contains 16785 members 
Mstep: Class 8 contains 41434 members 
Mstep: Class 9 contains 14765 members 
Mstep: Class 10 contains 25240 members 
Mstep: Class 11 contains 64707 members 
Mstep: Class 12 contains 39578 members 
Mstep: Class 13 contains 192589 members 
Mstep: Class 14 contains 19067 members 
Mstep: Class 15 contains 10890 members 
Mstep: Class 16 contains 5507 members 
Mstep: Class 17 contains 59743 members 
Mstep: Class 18 contains 326833 members 
Mstep: Class 19 contains 22281 members 
Mstep: Class 20 contains 121883 members 
Mstep: Class 21 contains 20895 members 
Mstep: Class 22 contains 42771 members 
Mstep: Class 23 contains 34485 members 
Mstep: Class 24 contains 10941 members 
Mstep: Class 25 contains 9252 members 
Mstep: Class 26 contains 12345 members 
Mstep: Class 27 contains 7564 members 
Mstep: Class 28 contains 16320 members 
Mstep: Class 29 contains 9135 members 
Mstep: Class 30 contains 95326 members 
Mstep: Class 31 contains 288010 members 
Mstep: Class 32 contains 5154 members 
Mstep: Class 33 contains 7831 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142112.000000 Penalty: 124097.632812
Iteration 200F: 36 clusters Score -1.571421e+08 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 1479 members 
Mstep: Class 4 contains 8446 members 
Mstep: Class 5 contains 65122 members 
Mstep: Class 6 contains 7845 members 
Mstep: Class 7 contains 16783 members 
Mstep: Class 8 contains 41435 members 
Mstep: Class 9 contains 14766 members 
Mstep: Class 10 contains 25224 members 
Mstep: Class 11 contains 64652 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 192486 members 
Mstep: Class 14 contains 19081 members 
Mstep: Class 15 contains 10890 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 59675 members 
Mstep: Class 18 contains 325966 members 
Mstep: Class 19 contains 22283 members 
Mstep: Class 20 contains 122738 members 
Mstep: Class 21 contains 20905 members 
Mstep: Class 22 contains 42787 members 
Mstep: Class 23 contains 34523 members 
Mstep: Class 24 contains 10943 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12344 members 
Mstep: Class 27 contains 7562 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9134 members 
Mstep: Class 30 contains 95471 members 
Mstep: Class 31 contains 287967 members 
Mstep: Class 32 contains 5155 members 
Mstep: Class 33 contains 7831 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142096.000000 Penalty: 124097.632812
Iteration 201Q: 36 clusters Score -1.571421e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4761 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 8446 members 
Mstep: Class 5 contains 65156 members 
Mstep: Class 6 contains 7850 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 41449 members 
Mstep: Class 9 contains 14767 members 
Mstep: Class 10 contains 25207 members 
Mstep: Class 11 contains 64585 members 
Mstep: Class 12 contains 39676 members 
Mstep: Class 13 contains 192365 members 
Mstep: Class 14 contains 19088 members 
Mstep: Class 15 contains 10892 members 
Mstep: Class 16 contains 5506 members 
Mstep: Class 17 contains 59655 members 
Mstep: Class 18 contains 325081 members 
Mstep: Class 19 contains 22289 members 
Mstep: Class 20 contains 123568 members 
Mstep: Class 21 contains 20916 members 
Mstep: Class 22 contains 42812 members 
Mstep: Class 23 contains 34553 members 
Mstep: Class 24 contains 10938 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12349 members 
Mstep: Class 27 contains 7559 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9133 members 
Mstep: Class 30 contains 95642 members 
Mstep: Class 31 contains 287906 members 
Mstep: Class 32 contains 5157 members 
Mstep: Class 33 contains 7832 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142176.000000 Penalty: 124097.632812
Iteration 202Q: 36 clusters Score -1.571422e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4761 members 
Mstep: Class 3 contains 1478 members 
Mstep: Class 4 contains 8447 members 
Mstep: Class 5 contains 65182 members 
Mstep: Class 6 contains 7856 members 
Mstep: Class 7 contains 16780 members 
Mstep: Class 8 contains 41458 members 
Mstep: Class 9 contains 14766 members 
Mstep: Class 10 contains 25191 members 
Mstep: Class 11 contains 64511 members 
Mstep: Class 12 contains 39735 members 
Mstep: Class 13 contains 192278 members 
Mstep: Class 14 contains 19095 members 
Mstep: Class 15 contains 10892 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 59647 members 
Mstep: Class 18 contains 324047 members 
Mstep: Class 19 contains 22288 members 
Mstep: Class 20 contains 124481 members 
Mstep: Class 21 contains 20921 members 
Mstep: Class 22 contains 42833 members 
Mstep: Class 23 contains 34572 members 
Mstep: Class 24 contains 10939 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12350 members 
Mstep: Class 27 contains 7559 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9133 members 
Mstep: Class 30 contains 95841 members 
Mstep: Class 31 contains 287861 members 
Mstep: Class 32 contains 5158 members 
Mstep: Class 33 contains 7829 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142320.000000 Penalty: 124097.632812
Iteration 203Q: 36 clusters Score -1.571423e+08 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4761 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 5 contains 65194 members 
Mstep: Class 6 contains 7860 members 
Mstep: Class 7 contains 16777 members 
Mstep: Class 8 contains 41470 members 
Mstep: Class 9 contains 14765 members 
Mstep: Class 10 contains 25181 members 
Mstep: Class 11 contains 64449 members 
Mstep: Class 12 contains 39805 members 
Mstep: Class 13 contains 192220 members 
Mstep: Class 14 contains 19107 members 
Mstep: Class 15 contains 10893 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 59688 members 
Mstep: Class 18 contains 322889 members 
Mstep: Class 19 contains 22289 members 
Mstep: Class 20 contains 125487 members 
Mstep: Class 21 contains 20923 members 
Mstep: Class 22 contains 42856 members 
Mstep: Class 23 contains 34589 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12352 members 
Mstep: Class 27 contains 7559 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9131 members 
Mstep: Class 30 contains 96010 members 
Mstep: Class 31 contains 287796 members 
Mstep: Class 32 contains 5158 members 
Mstep: Class 33 contains 7827 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142256.000000 Penalty: 124097.632812
Iteration 204Q: 36 clusters Score -1.571423e+08 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4760 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 8452 members 
Mstep: Class 5 contains 65224 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 16774 members 
Mstep: Class 8 contains 41486 members 
Mstep: Class 9 contains 14765 members 
Mstep: Class 10 contains 25178 members 
Mstep: Class 11 contains 64370 members 
Mstep: Class 12 contains 39921 members 
Mstep: Class 13 contains 192212 members 
Mstep: Class 14 contains 19119 members 
Mstep: Class 15 contains 10893 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 59789 members 
Mstep: Class 18 contains 321541 members 
Mstep: Class 19 contains 22295 members 
Mstep: Class 20 contains 126478 members 
Mstep: Class 21 contains 20933 members 
Mstep: Class 22 contains 42882 members 
Mstep: Class 23 contains 34613 members 
Mstep: Class 24 contains 10938 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12354 members 
Mstep: Class 27 contains 7558 members 
Mstep: Class 28 contains 16321 members 
Mstep: Class 29 contains 9124 members 
Mstep: Class 30 contains 96204 members 
Mstep: Class 31 contains 287712 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 7824 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142176.000000 Penalty: 124097.632812
Iteration 205Q: 36 clusters Score -1.571422e+08 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 1453 members 
Mstep: Class 4 contains 8446 members 
Mstep: Class 5 contains 65268 members 
Mstep: Class 6 contains 7883 members 
Mstep: Class 7 contains 16769 members 
Mstep: Class 8 contains 41488 members 
Mstep: Class 9 contains 14766 members 
Mstep: Class 10 contains 25167 members 
Mstep: Class 11 contains 64280 members 
Mstep: Class 12 contains 40033 members 
Mstep: Class 13 contains 192215 members 
Mstep: Class 14 contains 19131 members 
Mstep: Class 15 contains 10894 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 59943 members 
Mstep: Class 18 contains 320037 members 
Mstep: Class 19 contains 22296 members 
Mstep: Class 20 contains 127564 members 
Mstep: Class 21 contains 20939 members 
Mstep: Class 22 contains 42907 members 
Mstep: Class 23 contains 34642 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12362 members 
Mstep: Class 27 contains 7558 members 
Mstep: Class 28 contains 16323 members 
Mstep: Class 29 contains 9115 members 
Mstep: Class 30 contains 96423 members 
Mstep: Class 31 contains 287638 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 7816 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142080.000000 Penalty: 124097.632812
Iteration 206Q: 36 clusters Score -1.571421e+08 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 8448 members 
Mstep: Class 5 contains 65275 members 
Mstep: Class 6 contains 7896 members 
Mstep: Class 7 contains 16770 members 
Mstep: Class 8 contains 41492 members 
Mstep: Class 9 contains 14764 members 
Mstep: Class 10 contains 25152 members 
Mstep: Class 11 contains 64196 members 
Mstep: Class 12 contains 40145 members 
Mstep: Class 13 contains 192257 members 
Mstep: Class 14 contains 19139 members 
Mstep: Class 15 contains 10893 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 60097 members 
Mstep: Class 18 contains 318423 members 
Mstep: Class 19 contains 22300 members 
Mstep: Class 20 contains 128687 members 
Mstep: Class 21 contains 20950 members 
Mstep: Class 22 contains 42924 members 
Mstep: Class 23 contains 34699 members 
Mstep: Class 24 contains 10939 members 
Mstep: Class 25 contains 9243 members 
Mstep: Class 26 contains 12369 members 
Mstep: Class 27 contains 7556 members 
Mstep: Class 28 contains 16324 members 
Mstep: Class 29 contains 9112 members 
Mstep: Class 30 contains 96624 members 
Mstep: Class 31 contains 287600 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 7819 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141984.000000 Penalty: 124097.632812
Iteration 207Q: 36 clusters Score -1.57142e+08 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4761 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 8450 members 
Mstep: Class 5 contains 65311 members 
Mstep: Class 6 contains 7903 members 
Mstep: Class 7 contains 16768 members 
Mstep: Class 8 contains 41507 members 
Mstep: Class 9 contains 14762 members 
Mstep: Class 10 contains 25135 members 
Mstep: Class 11 contains 64099 members 
Mstep: Class 12 contains 40233 members 
Mstep: Class 13 contains 192347 members 
Mstep: Class 14 contains 19138 members 
Mstep: Class 15 contains 10893 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 60299 members 
Mstep: Class 18 contains 316606 members 
Mstep: Class 19 contains 22303 members 
Mstep: Class 20 contains 129902 members 
Mstep: Class 21 contains 20961 members 
Mstep: Class 22 contains 42951 members 
Mstep: Class 23 contains 34766 members 
Mstep: Class 24 contains 10939 members 
Mstep: Class 25 contains 9241 members 
Mstep: Class 26 contains 12372 members 
Mstep: Class 27 contains 7556 members 
Mstep: Class 28 contains 16325 members 
Mstep: Class 29 contains 9109 members 
Mstep: Class 30 contains 96841 members 
Mstep: Class 31 contains 287561 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 7822 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141600.000000 Penalty: 124097.632812
Iteration 208Q: 36 clusters Score -1.571416e+08 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 8453 members 
Mstep: Class 5 contains 65343 members 
Mstep: Class 6 contains 7912 members 
Mstep: Class 7 contains 16765 members 
Mstep: Class 8 contains 41532 members 
Mstep: Class 9 contains 14764 members 
Mstep: Class 10 contains 25113 members 
Mstep: Class 11 contains 64022 members 
Mstep: Class 12 contains 40359 members 
Mstep: Class 13 contains 192422 members 
Mstep: Class 14 contains 19143 members 
Mstep: Class 15 contains 10894 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 60534 members 
Mstep: Class 18 contains 314622 members 
Mstep: Class 19 contains 22317 members 
Mstep: Class 20 contains 131226 members 
Mstep: Class 21 contains 20968 members 
Mstep: Class 22 contains 42977 members 
Mstep: Class 23 contains 34842 members 
Mstep: Class 24 contains 10942 members 
Mstep: Class 25 contains 9242 members 
Mstep: Class 26 contains 12376 members 
Mstep: Class 27 contains 7554 members 
Mstep: Class 28 contains 16325 members 
Mstep: Class 29 contains 9103 members 
Mstep: Class 30 contains 97018 members 
Mstep: Class 31 contains 287514 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 7824 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141392.000000 Penalty: 124097.632812
Iteration 209Q: 36 clusters Score -1.571414e+08 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 8460 members 
Mstep: Class 5 contains 65377 members 
Mstep: Class 6 contains 7918 members 
Mstep: Class 7 contains 16762 members 
Mstep: Class 8 contains 41555 members 
Mstep: Class 9 contains 14765 members 
Mstep: Class 10 contains 25103 members 
Mstep: Class 11 contains 63952 members 
Mstep: Class 12 contains 40500 members 
Mstep: Class 13 contains 192556 members 
Mstep: Class 14 contains 19151 members 
Mstep: Class 15 contains 10893 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 60773 members 
Mstep: Class 18 contains 312514 members 
Mstep: Class 19 contains 22326 members 
Mstep: Class 20 contains 132603 members 
Mstep: Class 21 contains 20976 members 
Mstep: Class 22 contains 42998 members 
Mstep: Class 23 contains 34908 members 
Mstep: Class 24 contains 10934 members 
Mstep: Class 25 contains 9242 members 
Mstep: Class 26 contains 12370 members 
Mstep: Class 27 contains 7552 members 
Mstep: Class 28 contains 16324 members 
Mstep: Class 29 contains 9099 members 
Mstep: Class 30 contains 97188 members 
Mstep: Class 31 contains 287486 members 
Mstep: Class 32 contains 5160 members 
Mstep: Class 33 contains 7826 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141872.000000 Penalty: 124097.632812
Iteration 210Q: 36 clusters Score -1.571419e+08 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4761 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 8464 members 
Mstep: Class 5 contains 65408 members 
Mstep: Class 6 contains 7922 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 41572 members 
Mstep: Class 9 contains 14763 members 
Mstep: Class 10 contains 25074 members 
Mstep: Class 11 contains 63900 members 
Mstep: Class 12 contains 40637 members 
Mstep: Class 13 contains 192679 members 
Mstep: Class 14 contains 19155 members 
Mstep: Class 15 contains 10891 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 61030 members 
Mstep: Class 18 contains 310394 members 
Mstep: Class 19 contains 22329 members 
Mstep: Class 20 contains 133992 members 
Mstep: Class 21 contains 20972 members 
Mstep: Class 22 contains 43018 members 
Mstep: Class 23 contains 34955 members 
Mstep: Class 24 contains 10931 members 
Mstep: Class 25 contains 9241 members 
Mstep: Class 26 contains 12375 members 
Mstep: Class 27 contains 7550 members 
Mstep: Class 28 contains 16325 members 
Mstep: Class 29 contains 9097 members 
Mstep: Class 30 contains 97383 members 
Mstep: Class 31 contains 287467 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 7828 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142672.000000 Penalty: 124097.632812
Iteration 211Q: 36 clusters Score -1.571427e+08 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 8468 members 
Mstep: Class 5 contains 65442 members 
Mstep: Class 6 contains 7929 members 
Mstep: Class 7 contains 16758 members 
Mstep: Class 8 contains 41579 members 
Mstep: Class 9 contains 14760 members 
Mstep: Class 10 contains 25050 members 
Mstep: Class 11 contains 63873 members 
Mstep: Class 12 contains 40751 members 
Mstep: Class 13 contains 192842 members 
Mstep: Class 14 contains 19165 members 
Mstep: Class 15 contains 10890 members 
Mstep: Class 16 contains 5518 members 
Mstep: Class 17 contains 61324 members 
Mstep: Class 18 contains 308202 members 
Mstep: Class 19 contains 22342 members 
Mstep: Class 20 contains 135374 members 
Mstep: Class 21 contains 20961 members 
Mstep: Class 22 contains 43037 members 
Mstep: Class 23 contains 34997 members 
Mstep: Class 24 contains 10928 members 
Mstep: Class 25 contains 9242 members 
Mstep: Class 26 contains 12379 members 
Mstep: Class 27 contains 7550 members 
Mstep: Class 28 contains 16324 members 
Mstep: Class 29 contains 9092 members 
Mstep: Class 30 contains 97560 members 
Mstep: Class 31 contains 287466 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142752.000000 Penalty: 124097.632812
Iteration 212Q: 36 clusters Score -1.571428e+08 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 8467 members 
Mstep: Class 5 contains 65466 members 
Mstep: Class 6 contains 7938 members 
Mstep: Class 7 contains 16754 members 
Mstep: Class 8 contains 41578 members 
Mstep: Class 9 contains 14759 members 
Mstep: Class 10 contains 25019 members 
Mstep: Class 11 contains 63862 members 
Mstep: Class 12 contains 40856 members 
Mstep: Class 13 contains 193027 members 
Mstep: Class 14 contains 19163 members 
Mstep: Class 15 contains 10890 members 
Mstep: Class 16 contains 5518 members 
Mstep: Class 17 contains 61650 members 
Mstep: Class 18 contains 306025 members 
Mstep: Class 19 contains 22346 members 
Mstep: Class 20 contains 136750 members 
Mstep: Class 21 contains 20962 members 
Mstep: Class 22 contains 43045 members 
Mstep: Class 23 contains 35071 members 
Mstep: Class 24 contains 10916 members 
Mstep: Class 25 contains 9241 members 
Mstep: Class 26 contains 12383 members 
Mstep: Class 27 contains 7551 members 
Mstep: Class 28 contains 16325 members 
Mstep: Class 29 contains 9090 members 
Mstep: Class 30 contains 97696 members 
Mstep: Class 31 contains 287460 members 
Mstep: Class 32 contains 5157 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142880.000000 Penalty: 124097.632812
Iteration 213Q: 36 clusters Score -1.571429e+08 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 8470 members 
Mstep: Class 5 contains 65504 members 
Mstep: Class 6 contains 7944 members 
Mstep: Class 7 contains 16750 members 
Mstep: Class 8 contains 41591 members 
Mstep: Class 9 contains 14758 members 
Mstep: Class 10 contains 24991 members 
Mstep: Class 11 contains 63867 members 
Mstep: Class 12 contains 40943 members 
Mstep: Class 13 contains 193210 members 
Mstep: Class 14 contains 19172 members 
Mstep: Class 15 contains 10889 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 62018 members 
Mstep: Class 18 contains 303831 members 
Mstep: Class 19 contains 22354 members 
Mstep: Class 20 contains 138130 members 
Mstep: Class 21 contains 20956 members 
Mstep: Class 22 contains 43051 members 
Mstep: Class 23 contains 35148 members 
Mstep: Class 24 contains 10906 members 
Mstep: Class 25 contains 9244 members 
Mstep: Class 26 contains 12387 members 
Mstep: Class 27 contains 7550 members 
Mstep: Class 28 contains 16325 members 
Mstep: Class 29 contains 9088 members 
Mstep: Class 30 contains 97820 members 
Mstep: Class 31 contains 287399 members 
Mstep: Class 32 contains 5157 members 
Mstep: Class 33 contains 7818 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157143584.000000 Penalty: 124097.632812
Iteration 214Q: 36 clusters Score -1.571436e+08 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 8470 members 
Mstep: Class 5 contains 65513 members 
Mstep: Class 6 contains 7949 members 
Mstep: Class 7 contains 16747 members 
Mstep: Class 8 contains 41594 members 
Mstep: Class 9 contains 14756 members 
Mstep: Class 10 contains 24956 members 
Mstep: Class 11 contains 63868 members 
Mstep: Class 12 contains 41051 members 
Mstep: Class 13 contains 193368 members 
Mstep: Class 14 contains 19181 members 
Mstep: Class 15 contains 10891 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 62389 members 
Mstep: Class 18 contains 301661 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 139536 members 
Mstep: Class 21 contains 20957 members 
Mstep: Class 22 contains 43061 members 
Mstep: Class 23 contains 35234 members 
Mstep: Class 24 contains 10897 members 
Mstep: Class 25 contains 9245 members 
Mstep: Class 26 contains 12391 members 
Mstep: Class 27 contains 7550 members 
Mstep: Class 28 contains 16325 members 
Mstep: Class 29 contains 9087 members 
Mstep: Class 30 contains 97933 members 
Mstep: Class 31 contains 287332 members 
Mstep: Class 32 contains 5158 members 
Mstep: Class 33 contains 7816 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157143696.000000 Penalty: 124097.632812
Iteration 215Q: 36 clusters Score -1.571437e+08 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 8469 members 
Mstep: Class 5 contains 65537 members 
Mstep: Class 6 contains 7949 members 
Mstep: Class 7 contains 16743 members 
Mstep: Class 8 contains 41614 members 
Mstep: Class 9 contains 14757 members 
Mstep: Class 10 contains 24900 members 
Mstep: Class 11 contains 63878 members 
Mstep: Class 12 contains 41155 members 
Mstep: Class 13 contains 193508 members 
Mstep: Class 14 contains 19183 members 
Mstep: Class 15 contains 10891 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 62757 members 
Mstep: Class 18 contains 299572 members 
Mstep: Class 19 contains 22354 members 
Mstep: Class 20 contains 140879 members 
Mstep: Class 21 contains 20944 members 
Mstep: Class 22 contains 43082 members 
Mstep: Class 23 contains 35307 members 
Mstep: Class 24 contains 10885 members 
Mstep: Class 25 contains 9245 members 
Mstep: Class 26 contains 12394 members 
Mstep: Class 27 contains 7551 members 
Mstep: Class 28 contains 16325 members 
Mstep: Class 29 contains 9083 members 
Mstep: Class 30 contains 98022 members 
Mstep: Class 31 contains 287313 members 
Mstep: Class 32 contains 5161 members 
Mstep: Class 33 contains 7811 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157144192.000000 Penalty: 124097.632812
Iteration 216Q: 36 clusters Score -1.571442e+08 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 8468 members 
Mstep: Class 5 contains 65555 members 
Mstep: Class 6 contains 7952 members 
Mstep: Class 7 contains 16742 members 
Mstep: Class 8 contains 41629 members 
Mstep: Class 9 contains 14759 members 
Mstep: Class 10 contains 24858 members 
Mstep: Class 11 contains 63908 members 
Mstep: Class 12 contains 41269 members 
Mstep: Class 13 contains 193642 members 
Mstep: Class 14 contains 19186 members 
Mstep: Class 15 contains 10892 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 63143 members 
Mstep: Class 18 contains 297500 members 
Mstep: Class 19 contains 22352 members 
Mstep: Class 20 contains 142167 members 
Mstep: Class 21 contains 20940 members 
Mstep: Class 22 contains 43102 members 
Mstep: Class 23 contains 35374 members 
Mstep: Class 24 contains 10880 members 
Mstep: Class 25 contains 9249 members 
Mstep: Class 26 contains 12401 members 
Mstep: Class 27 contains 7551 members 
Mstep: Class 28 contains 16325 members 
Mstep: Class 29 contains 9078 members 
Mstep: Class 30 contains 98111 members 
Mstep: Class 31 contains 287271 members 
Mstep: Class 32 contains 5164 members 
Mstep: Class 33 contains 7801 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157144016.000000 Penalty: 124097.632812
Iteration 217Q: 36 clusters Score -1.57144e+08 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 8464 members 
Mstep: Class 5 contains 65578 members 
Mstep: Class 6 contains 7956 members 
Mstep: Class 7 contains 16741 members 
Mstep: Class 8 contains 41637 members 
Mstep: Class 9 contains 14758 members 
Mstep: Class 10 contains 24820 members 
Mstep: Class 11 contains 63936 members 
Mstep: Class 12 contains 41390 members 
Mstep: Class 13 contains 193793 members 
Mstep: Class 14 contains 19187 members 
Mstep: Class 15 contains 10894 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 63500 members 
Mstep: Class 18 contains 295405 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 143465 members 
Mstep: Class 21 contains 20947 members 
Mstep: Class 22 contains 43115 members 
Mstep: Class 23 contains 35434 members 
Mstep: Class 24 contains 10867 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12405 members 
Mstep: Class 27 contains 7552 members 
Mstep: Class 28 contains 16326 members 
Mstep: Class 29 contains 9075 members 
Mstep: Class 30 contains 98218 members 
Mstep: Class 31 contains 287240 members 
Mstep: Class 32 contains 5165 members 
Mstep: Class 33 contains 7796 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157144080.000000 Penalty: 124097.632812
Iteration 218Q: 36 clusters Score -1.571441e+08 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 8463 members 
Mstep: Class 5 contains 65598 members 
Mstep: Class 6 contains 7957 members 
Mstep: Class 7 contains 16736 members 
Mstep: Class 8 contains 41641 members 
Mstep: Class 9 contains 14757 members 
Mstep: Class 10 contains 24788 members 
Mstep: Class 11 contains 63948 members 
Mstep: Class 12 contains 41513 members 
Mstep: Class 13 contains 193970 members 
Mstep: Class 14 contains 19194 members 
Mstep: Class 15 contains 10896 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 63884 members 
Mstep: Class 18 contains 293339 members 
Mstep: Class 19 contains 22360 members 
Mstep: Class 20 contains 144742 members 
Mstep: Class 21 contains 20943 members 
Mstep: Class 22 contains 43131 members 
Mstep: Class 23 contains 35496 members 
Mstep: Class 24 contains 10869 members 
Mstep: Class 25 contains 9249 members 
Mstep: Class 26 contains 12406 members 
Mstep: Class 27 contains 7549 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9074 members 
Mstep: Class 30 contains 98295 members 
Mstep: Class 31 contains 287188 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 7789 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157144448.000000 Penalty: 124097.632812
Iteration 219Q: 36 clusters Score -1.571444e+08 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 8460 members 
Mstep: Class 5 contains 65624 members 
Mstep: Class 6 contains 7960 members 
Mstep: Class 7 contains 16732 members 
Mstep: Class 8 contains 41653 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 24757 members 
Mstep: Class 11 contains 63970 members 
Mstep: Class 12 contains 41642 members 
Mstep: Class 13 contains 194133 members 
Mstep: Class 14 contains 19201 members 
Mstep: Class 15 contains 10896 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 64247 members 
Mstep: Class 18 contains 291311 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 146036 members 
Mstep: Class 21 contains 20926 members 
Mstep: Class 22 contains 43143 members 
Mstep: Class 23 contains 35549 members 
Mstep: Class 24 contains 10871 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12410 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 16326 members 
Mstep: Class 29 contains 9069 members 
Mstep: Class 30 contains 98380 members 
Mstep: Class 31 contains 287094 members 
Mstep: Class 32 contains 5171 members 
Mstep: Class 33 contains 7792 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157144640.000000 Penalty: 124097.632812
Iteration 220F: 36 clusters Score -1.571446e+08 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 8462 members 
Mstep: Class 5 contains 65660 members 
Mstep: Class 6 contains 7961 members 
Mstep: Class 7 contains 16728 members 
Mstep: Class 8 contains 41668 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 24731 members 
Mstep: Class 11 contains 64002 members 
Mstep: Class 12 contains 41774 members 
Mstep: Class 13 contains 194311 members 
Mstep: Class 14 contains 19205 members 
Mstep: Class 15 contains 10895 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 64609 members 
Mstep: Class 18 contains 289315 members 
Mstep: Class 19 contains 22367 members 
Mstep: Class 20 contains 147268 members 
Mstep: Class 21 contains 20906 members 
Mstep: Class 22 contains 43147 members 
Mstep: Class 23 contains 35587 members 
Mstep: Class 24 contains 10874 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12414 members 
Mstep: Class 27 contains 7544 members 
Mstep: Class 28 contains 16326 members 
Mstep: Class 29 contains 9065 members 
Mstep: Class 30 contains 98490 members 
Mstep: Class 31 contains 287006 members 
Mstep: Class 32 contains 5174 members 
Mstep: Class 33 contains 7778 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157144464.000000 Penalty: 124097.632812
Iteration 221Q: 36 clusters Score -1.571445e+08 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 65697 members 
Mstep: Class 6 contains 7959 members 
Mstep: Class 7 contains 16726 members 
Mstep: Class 8 contains 41675 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 24704 members 
Mstep: Class 11 contains 64065 members 
Mstep: Class 12 contains 41893 members 
Mstep: Class 13 contains 194493 members 
Mstep: Class 14 contains 19204 members 
Mstep: Class 15 contains 10894 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 64953 members 
Mstep: Class 18 contains 287316 members 
Mstep: Class 19 contains 22367 members 
Mstep: Class 20 contains 148433 members 
Mstep: Class 21 contains 20892 members 
Mstep: Class 22 contains 43157 members 
Mstep: Class 23 contains 35652 members 
Mstep: Class 24 contains 10871 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12421 members 
Mstep: Class 27 contains 7541 members 
Mstep: Class 28 contains 16326 members 
Mstep: Class 29 contains 9066 members 
Mstep: Class 30 contains 98605 members 
Mstep: Class 31 contains 286951 members 
Mstep: Class 32 contains 5178 members 
Mstep: Class 33 contains 7769 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157144624.000000 Penalty: 124097.632812
Iteration 222Q: 36 clusters Score -1.571446e+08 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 8456 members 
Mstep: Class 5 contains 65717 members 
Mstep: Class 6 contains 7960 members 
Mstep: Class 7 contains 16721 members 
Mstep: Class 8 contains 41681 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 24683 members 
Mstep: Class 11 contains 64132 members 
Mstep: Class 12 contains 41987 members 
Mstep: Class 13 contains 194695 members 
Mstep: Class 14 contains 19200 members 
Mstep: Class 15 contains 10894 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 65319 members 
Mstep: Class 18 contains 285328 members 
Mstep: Class 19 contains 22364 members 
Mstep: Class 20 contains 149614 members 
Mstep: Class 21 contains 20881 members 
Mstep: Class 22 contains 43157 members 
Mstep: Class 23 contains 35728 members 
Mstep: Class 24 contains 10866 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12422 members 
Mstep: Class 27 contains 7541 members 
Mstep: Class 28 contains 16326 members 
Mstep: Class 29 contains 9066 members 
Mstep: Class 30 contains 98700 members 
Mstep: Class 31 contains 286880 members 
Mstep: Class 32 contains 5179 members 
Mstep: Class 33 contains 7769 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145056.000000 Penalty: 124097.632812
Iteration 223Q: 36 clusters Score -1.571451e+08 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 8454 members 
Mstep: Class 5 contains 65753 members 
Mstep: Class 6 contains 7960 members 
Mstep: Class 7 contains 16717 members 
Mstep: Class 8 contains 41684 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 24657 members 
Mstep: Class 11 contains 64183 members 
Mstep: Class 12 contains 42050 members 
Mstep: Class 13 contains 194888 members 
Mstep: Class 14 contains 19204 members 
Mstep: Class 15 contains 10894 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 65690 members 
Mstep: Class 18 contains 283389 members 
Mstep: Class 19 contains 22370 members 
Mstep: Class 20 contains 150771 members 
Mstep: Class 21 contains 20867 members 
Mstep: Class 22 contains 43157 members 
Mstep: Class 23 contains 35794 members 
Mstep: Class 24 contains 10858 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12423 members 
Mstep: Class 27 contains 7540 members 
Mstep: Class 28 contains 16326 members 
Mstep: Class 29 contains 9061 members 
Mstep: Class 30 contains 98785 members 
Mstep: Class 31 contains 286840 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 7768 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145248.000000 Penalty: 124097.632812
Iteration 224Q: 36 clusters Score -1.571452e+08 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4766 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 8455 members 
Mstep: Class 5 contains 65783 members 
Mstep: Class 6 contains 7962 members 
Mstep: Class 7 contains 16712 members 
Mstep: Class 8 contains 41688 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 24635 members 
Mstep: Class 11 contains 64233 members 
Mstep: Class 12 contains 42096 members 
Mstep: Class 13 contains 195065 members 
Mstep: Class 14 contains 19202 members 
Mstep: Class 15 contains 10895 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 66041 members 
Mstep: Class 18 contains 281525 members 
Mstep: Class 19 contains 22379 members 
Mstep: Class 20 contains 151918 members 
Mstep: Class 21 contains 20834 members 
Mstep: Class 22 contains 43158 members 
Mstep: Class 23 contains 35859 members 
Mstep: Class 24 contains 10857 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12424 members 
Mstep: Class 27 contains 7539 members 
Mstep: Class 28 contains 16326 members 
Mstep: Class 29 contains 9058 members 
Mstep: Class 30 contains 98876 members 
Mstep: Class 31 contains 286798 members 
Mstep: Class 32 contains 5180 members 
Mstep: Class 33 contains 7765 members 
Mstep: Class 34 contains 2004 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145456.000000 Penalty: 124097.632812
Iteration 225Q: 36 clusters Score -1.571455e+08 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4765 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 8455 members 
Mstep: Class 5 contains 65812 members 
Mstep: Class 6 contains 7964 members 
Mstep: Class 7 contains 16707 members 
Mstep: Class 8 contains 41688 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 24618 members 
Mstep: Class 11 contains 64266 members 
Mstep: Class 12 contains 42141 members 
Mstep: Class 13 contains 195229 members 
Mstep: Class 14 contains 19213 members 
Mstep: Class 15 contains 10895 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 66397 members 
Mstep: Class 18 contains 279654 members 
Mstep: Class 19 contains 22386 members 
Mstep: Class 20 contains 153097 members 
Mstep: Class 21 contains 20807 members 
Mstep: Class 22 contains 43161 members 
Mstep: Class 23 contains 35931 members 
Mstep: Class 24 contains 10849 members 
Mstep: Class 25 contains 9245 members 
Mstep: Class 26 contains 12425 members 
Mstep: Class 27 contains 7538 members 
Mstep: Class 28 contains 16326 members 
Mstep: Class 29 contains 9057 members 
Mstep: Class 30 contains 98953 members 
Mstep: Class 31 contains 286748 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 7762 members 
Mstep: Class 34 contains 2006 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145200.000000 Penalty: 124097.632812
Iteration 226Q: 36 clusters Score -1.571452e+08 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 8453 members 
Mstep: Class 5 contains 65839 members 
Mstep: Class 6 contains 7963 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 8 contains 41691 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 24596 members 
Mstep: Class 11 contains 64304 members 
Mstep: Class 12 contains 42189 members 
Mstep: Class 13 contains 195361 members 
Mstep: Class 14 contains 19218 members 
Mstep: Class 15 contains 10892 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 66788 members 
Mstep: Class 18 contains 277869 members 
Mstep: Class 19 contains 22391 members 
Mstep: Class 20 contains 154262 members 
Mstep: Class 21 contains 20783 members 
Mstep: Class 22 contains 43161 members 
Mstep: Class 23 contains 35977 members 
Mstep: Class 24 contains 10845 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12421 members 
Mstep: Class 27 contains 7535 members 
Mstep: Class 28 contains 16324 members 
Mstep: Class 29 contains 9055 members 
Mstep: Class 30 contains 99012 members 
Mstep: Class 31 contains 286677 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 7760 members 
Mstep: Class 34 contains 2010 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145360.000000 Penalty: 124097.632812
Iteration 227Q: 36 clusters Score -1.571454e+08 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 8451 members 
Mstep: Class 5 contains 65874 members 
Mstep: Class 6 contains 7964 members 
Mstep: Class 7 contains 16703 members 
Mstep: Class 8 contains 41691 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 24572 members 
Mstep: Class 11 contains 64351 members 
Mstep: Class 12 contains 42245 members 
Mstep: Class 13 contains 195495 members 
Mstep: Class 14 contains 19218 members 
Mstep: Class 15 contains 10893 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 67160 members 
Mstep: Class 18 contains 276065 members 
Mstep: Class 19 contains 22392 members 
Mstep: Class 20 contains 155424 members 
Mstep: Class 21 contains 20758 members 
Mstep: Class 22 contains 43168 members 
Mstep: Class 23 contains 36027 members 
Mstep: Class 24 contains 10850 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12424 members 
Mstep: Class 27 contains 7534 members 
Mstep: Class 28 contains 16326 members 
Mstep: Class 29 contains 9054 members 
Mstep: Class 30 contains 99058 members 
Mstep: Class 31 contains 286610 members 
Mstep: Class 32 contains 5183 members 
Mstep: Class 33 contains 7762 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145424.000000 Penalty: 124097.632812
Iteration 228Q: 36 clusters Score -1.571454e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 8454 members 
Mstep: Class 5 contains 65889 members 
Mstep: Class 6 contains 7968 members 
Mstep: Class 7 contains 16702 members 
Mstep: Class 8 contains 41699 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 24553 members 
Mstep: Class 11 contains 64399 members 
Mstep: Class 12 contains 42317 members 
Mstep: Class 13 contains 195609 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 10893 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 67555 members 
Mstep: Class 18 contains 274358 members 
Mstep: Class 19 contains 22392 members 
Mstep: Class 20 contains 156516 members 
Mstep: Class 21 contains 20738 members 
Mstep: Class 22 contains 43168 members 
Mstep: Class 23 contains 36060 members 
Mstep: Class 24 contains 10845 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12424 members 
Mstep: Class 27 contains 7534 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9052 members 
Mstep: Class 30 contains 99097 members 
Mstep: Class 31 contains 286542 members 
Mstep: Class 32 contains 5183 members 
Mstep: Class 33 contains 7765 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145248.000000 Penalty: 124097.632812
Iteration 229Q: 36 clusters Score -1.571452e+08 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 8451 members 
Mstep: Class 5 contains 65911 members 
Mstep: Class 6 contains 7969 members 
Mstep: Class 7 contains 16700 members 
Mstep: Class 8 contains 41702 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 24529 members 
Mstep: Class 11 contains 64448 members 
Mstep: Class 12 contains 42384 members 
Mstep: Class 13 contains 195743 members 
Mstep: Class 14 contains 19219 members 
Mstep: Class 15 contains 10894 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 67946 members 
Mstep: Class 18 contains 272660 members 
Mstep: Class 19 contains 22399 members 
Mstep: Class 20 contains 157566 members 
Mstep: Class 21 contains 20729 members 
Mstep: Class 22 contains 43155 members 
Mstep: Class 23 contains 36119 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12423 members 
Mstep: Class 27 contains 7532 members 
Mstep: Class 28 contains 16326 members 
Mstep: Class 29 contains 9049 members 
Mstep: Class 30 contains 99127 members 
Mstep: Class 31 contains 286478 members 
Mstep: Class 32 contains 5183 members 
Mstep: Class 33 contains 7764 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145520.000000 Penalty: 124097.632812
Iteration 230Q: 36 clusters Score -1.571455e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 8450 members 
Mstep: Class 5 contains 65916 members 
Mstep: Class 6 contains 7969 members 
Mstep: Class 7 contains 16698 members 
Mstep: Class 8 contains 41710 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 24492 members 
Mstep: Class 11 contains 64499 members 
Mstep: Class 12 contains 42452 members 
Mstep: Class 13 contains 195859 members 
Mstep: Class 14 contains 19228 members 
Mstep: Class 15 contains 10894 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 68351 members 
Mstep: Class 18 contains 270997 members 
Mstep: Class 19 contains 22406 members 
Mstep: Class 20 contains 158609 members 
Mstep: Class 21 contains 20727 members 
Mstep: Class 22 contains 43156 members 
Mstep: Class 23 contains 36158 members 
Mstep: Class 24 contains 10849 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12426 members 
Mstep: Class 27 contains 7533 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 99166 members 
Mstep: Class 31 contains 286395 members 
Mstep: Class 32 contains 5185 members 
Mstep: Class 33 contains 7759 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145904.000000 Penalty: 124097.632812
Iteration 231Q: 36 clusters Score -1.571459e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 8451 members 
Mstep: Class 5 contains 65922 members 
Mstep: Class 6 contains 7970 members 
Mstep: Class 7 contains 16697 members 
Mstep: Class 8 contains 41717 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 24450 members 
Mstep: Class 11 contains 64532 members 
Mstep: Class 12 contains 42510 members 
Mstep: Class 13 contains 195982 members 
Mstep: Class 14 contains 19231 members 
Mstep: Class 15 contains 10893 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 68710 members 
Mstep: Class 18 contains 269438 members 
Mstep: Class 19 contains 22406 members 
Mstep: Class 20 contains 159645 members 
Mstep: Class 21 contains 20714 members 
Mstep: Class 22 contains 43159 members 
Mstep: Class 23 contains 36204 members 
Mstep: Class 24 contains 10846 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12431 members 
Mstep: Class 27 contains 7533 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9046 members 
Mstep: Class 30 contains 99205 members 
Mstep: Class 31 contains 286301 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 7754 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145856.000000 Penalty: 124097.632812
Iteration 232Q: 36 clusters Score -1.571459e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 8452 members 
Mstep: Class 5 contains 65934 members 
Mstep: Class 6 contains 7968 members 
Mstep: Class 7 contains 16697 members 
Mstep: Class 8 contains 41728 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 24416 members 
Mstep: Class 11 contains 64570 members 
Mstep: Class 12 contains 42545 members 
Mstep: Class 13 contains 196115 members 
Mstep: Class 14 contains 19239 members 
Mstep: Class 15 contains 10894 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 69058 members 
Mstep: Class 18 contains 267883 members 
Mstep: Class 19 contains 22409 members 
Mstep: Class 20 contains 160652 members 
Mstep: Class 21 contains 20706 members 
Mstep: Class 22 contains 43167 members 
Mstep: Class 23 contains 36271 members 
Mstep: Class 24 contains 10842 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12433 members 
Mstep: Class 27 contains 7530 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 99238 members 
Mstep: Class 31 contains 286209 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7747 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157146576.000000 Penalty: 124097.632812
Iteration 233Q: 36 clusters Score -1.571466e+08 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 1403 members 
Mstep: Class 4 contains 8454 members 
Mstep: Class 5 contains 65951 members 
Mstep: Class 6 contains 7966 members 
Mstep: Class 7 contains 16697 members 
Mstep: Class 8 contains 41727 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 24379 members 
Mstep: Class 11 contains 64604 members 
Mstep: Class 12 contains 42566 members 
Mstep: Class 13 contains 196180 members 
Mstep: Class 14 contains 19248 members 
Mstep: Class 15 contains 10896 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 69414 members 
Mstep: Class 18 contains 266415 members 
Mstep: Class 19 contains 22409 members 
Mstep: Class 20 contains 161667 members 
Mstep: Class 21 contains 20695 members 
Mstep: Class 22 contains 43177 members 
Mstep: Class 23 contains 36318 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9044 members 
Mstep: Class 30 contains 99268 members 
Mstep: Class 31 contains 286127 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7740 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157146800.000000 Penalty: 124097.632812
Iteration 234Q: 36 clusters Score -1.571468e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 1402 members 
Mstep: Class 4 contains 8451 members 
Mstep: Class 5 contains 65967 members 
Mstep: Class 6 contains 7968 members 
Mstep: Class 7 contains 16696 members 
Mstep: Class 8 contains 41726 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 24332 members 
Mstep: Class 11 contains 64627 members 
Mstep: Class 12 contains 42598 members 
Mstep: Class 13 contains 196247 members 
Mstep: Class 14 contains 19260 members 
Mstep: Class 15 contains 10897 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 69739 members 
Mstep: Class 18 contains 265001 members 
Mstep: Class 19 contains 22408 members 
Mstep: Class 20 contains 162668 members 
Mstep: Class 21 contains 20680 members 
Mstep: Class 22 contains 43186 members 
Mstep: Class 23 contains 36374 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9044 members 
Mstep: Class 30 contains 99294 members 
Mstep: Class 31 contains 286048 members 
Mstep: Class 32 contains 5192 members 
Mstep: Class 33 contains 7737 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147200.000000 Penalty: 124097.632812
Iteration 235Q: 36 clusters Score -1.571472e+08 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 8448 members 
Mstep: Class 5 contains 65985 members 
Mstep: Class 6 contains 7970 members 
Mstep: Class 7 contains 16692 members 
Mstep: Class 8 contains 41725 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 24287 members 
Mstep: Class 11 contains 64653 members 
Mstep: Class 12 contains 42612 members 
Mstep: Class 13 contains 196323 members 
Mstep: Class 14 contains 19257 members 
Mstep: Class 15 contains 10897 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 70063 members 
Mstep: Class 18 contains 263654 members 
Mstep: Class 19 contains 22406 members 
Mstep: Class 20 contains 163617 members 
Mstep: Class 21 contains 20671 members 
Mstep: Class 22 contains 43185 members 
Mstep: Class 23 contains 36423 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 9245 members 
Mstep: Class 26 contains 12447 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9042 members 
Mstep: Class 30 contains 99312 members 
Mstep: Class 31 contains 285985 members 
Mstep: Class 32 contains 5192 members 
Mstep: Class 33 contains 7735 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147184.000000 Penalty: 124097.632812
Iteration 236Q: 36 clusters Score -1.571472e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4775 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8450 members 
Mstep: Class 5 contains 66011 members 
Mstep: Class 6 contains 7968 members 
Mstep: Class 7 contains 16692 members 
Mstep: Class 8 contains 41726 members 
Mstep: Class 9 contains 14748 members 
Mstep: Class 10 contains 24257 members 
Mstep: Class 11 contains 64695 members 
Mstep: Class 12 contains 42631 members 
Mstep: Class 13 contains 196372 members 
Mstep: Class 14 contains 19257 members 
Mstep: Class 15 contains 10896 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 70413 members 
Mstep: Class 18 contains 262343 members 
Mstep: Class 19 contains 22401 members 
Mstep: Class 20 contains 164497 members 
Mstep: Class 21 contains 20663 members 
Mstep: Class 22 contains 43187 members 
Mstep: Class 23 contains 36461 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 9245 members 
Mstep: Class 26 contains 12448 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9038 members 
Mstep: Class 30 contains 99332 members 
Mstep: Class 31 contains 285918 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7737 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147568.000000 Penalty: 124097.632812
Iteration 237Q: 36 clusters Score -1.571476e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4777 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8451 members 
Mstep: Class 5 contains 66035 members 
Mstep: Class 6 contains 7967 members 
Mstep: Class 7 contains 16691 members 
Mstep: Class 8 contains 41742 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 24230 members 
Mstep: Class 11 contains 64743 members 
Mstep: Class 12 contains 42655 members 
Mstep: Class 13 contains 196410 members 
Mstep: Class 14 contains 19266 members 
Mstep: Class 15 contains 10896 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 70747 members 
Mstep: Class 18 contains 261017 members 
Mstep: Class 19 contains 22400 members 
Mstep: Class 20 contains 165376 members 
Mstep: Class 21 contains 20649 members 
Mstep: Class 22 contains 43197 members 
Mstep: Class 23 contains 36504 members 
Mstep: Class 24 contains 10822 members 
Mstep: Class 25 contains 9244 members 
Mstep: Class 26 contains 12448 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9034 members 
Mstep: Class 30 contains 99362 members 
Mstep: Class 31 contains 285845 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7738 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147888.000000 Penalty: 124097.632812
Iteration 238Q: 36 clusters Score -1.571479e+08 nChanged 2053
Entering ConstructFrom: 
Score: -157147888.000000 Penalty: 124097.632812
Entering ConstructFrom: 
Trying to split cluster 1 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -417700.000000 Penalty: 2079.544678
	Iteration 0F: 2 clusters Score -417700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -413584.062500 Penalty: 4159.089355
	Iteration 0F: 3 clusters Score -413584.1 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -414643.031250 Penalty: 4159.089355
	Iteration 1F: 3 clusters Score -414643 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -414909.375000 Penalty: 4159.089355
	Iteration 2F: 3 clusters Score -414909.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -415079.906250 Penalty: 4159.089355
	Iteration 3F: 3 clusters Score -415079.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -415225.468750 Penalty: 4159.089355
	Iteration 4Q: 3 clusters Score -415225.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -415366.187500 Penalty: 4159.089355
	Iteration 5Q: 3 clusters Score -415366.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -415513.000000 Penalty: 4159.089355
	Iteration 6Q: 3 clusters Score -415513 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -415613.843750 Penalty: 4159.089355
	Iteration 7Q: 3 clusters Score -415613.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -415721.625000 Penalty: 4159.089355
	Iteration 8Q: 3 clusters Score -415721.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -415846.437500 Penalty: 4159.089355
	Iteration 9Q: 3 clusters Score -415846.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -415967.968750 Penalty: 4159.089355
	Iteration 10Q: 3 clusters Score -415968 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -416063.218750 Penalty: 4159.089355
	Iteration 11Q: 3 clusters Score -416063.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -416140.781250 Penalty: 4159.089355
	Iteration 12Q: 3 clusters Score -416140.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -416216.625000 Penalty: 4159.089355
	Iteration 13Q: 3 clusters Score -416216.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -416270.218750 Penalty: 4159.089355
	Iteration 14Q: 3 clusters Score -416270.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -416320.375000 Penalty: 4159.089355
	Iteration 15Q: 3 clusters Score -416320.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -416343.187500 Penalty: 4159.089355
	Iteration 16Q: 3 clusters Score -416343.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -416364.031250 Penalty: 4159.089355
	Iteration 17Q: 3 clusters Score -416364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -416386.875000 Penalty: 4159.089355
	Iteration 18Q: 3 clusters Score -416386.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -416407.062500 Penalty: 4159.089355
	Iteration 19Q: 3 clusters Score -416407.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -416418.843750 Penalty: 4159.089355
	Iteration 20F: 3 clusters Score -416418.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -416432.968750 Penalty: 4159.089355
	Iteration 21Q: 3 clusters Score -416433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -416447.062500 Penalty: 4159.089355
	Iteration 22Q: 3 clusters Score -416447.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -416456.031250 Penalty: 4159.089355
	Iteration 23Q: 3 clusters Score -416456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -416459.968750 Penalty: 4159.089355
	Iteration 24Q: 3 clusters Score -416460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -416462.406250 Penalty: 4159.089355
	Iteration 25Q: 3 clusters Score -416462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -416463.906250 Penalty: 4159.089355
	Iteration 26Q: 3 clusters Score -416463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -416463.406250 Penalty: 4159.089355
	Iteration 27Q: 3 clusters Score -416463.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -416464.843750 Penalty: 4159.089355
	Iteration 28Q: 3 clusters Score -416464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -416466.468750 Penalty: 4159.089355
	Iteration 29Q: 3 clusters Score -416466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -416467.500000 Penalty: 4159.089355
	Iteration 30Q: 3 clusters Score -416467.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -416469.125000 Penalty: 4159.089355
	Iteration 31Q: 3 clusters Score -416469.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -416469.437500 Penalty: 4159.089355
	Iteration 32Q: 3 clusters Score -416469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -416469.437500 Penalty: 4159.089355
	Iteration 33F: 3 clusters Score -416469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Entering Unmasked Estep 
Score: -399607.906250 Penalty: 2101.052734
	Iteration 0F: 2 clusters Score -399607.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -395319.531250 Penalty: 4202.105469
	Iteration 0F: 3 clusters Score -395319.5 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -396493.937500 Penalty: 4202.105469
	Iteration 1F: 3 clusters Score -396493.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -396841.500000 Penalty: 4202.105469
	Iteration 2F: 3 clusters Score -396841.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -397085.250000 Penalty: 4202.105469
	Iteration 3F: 3 clusters Score -397085.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -397259.062500 Penalty: 4202.105469
	Iteration 4Q: 3 clusters Score -397259.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -397417.156250 Penalty: 4202.105469
	Iteration 5Q: 3 clusters Score -397417.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -397548.062500 Penalty: 4202.105469
	Iteration 6Q: 3 clusters Score -397548.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -397683.437500 Penalty: 4202.105469
	Iteration 7Q: 3 clusters Score -397683.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -397856.468750 Penalty: 4202.105469
	Iteration 8Q: 3 clusters Score -397856.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -398047.968750 Penalty: 4202.105469
	Iteration 9Q: 3 clusters Score -398048 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -398197.406250 Penalty: 4202.105469
	Iteration 10Q: 3 clusters Score -398197.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -398310.343750 Penalty: 4202.105469
	Iteration 11Q: 3 clusters Score -398310.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -398408.937500 Penalty: 4202.105469
	Iteration 12Q: 3 clusters Score -398408.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -398488.125000 Penalty: 4202.105469
	Iteration 13Q: 3 clusters Score -398488.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -398543.093750 Penalty: 4202.105469
	Iteration 14Q: 3 clusters Score -398543.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -398580.843750 Penalty: 4202.105469
	Iteration 15Q: 3 clusters Score -398580.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -398622.406250 Penalty: 4202.105469
	Iteration 16Q: 3 clusters Score -398622.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -398643.968750 Penalty: 4202.105469
	Iteration 17Q: 3 clusters Score -398644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -398656.531250 Penalty: 4202.105469
	Iteration 18Q: 3 clusters Score -398656.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -398665.531250 Penalty: 4202.105469
	Iteration 19Q: 3 clusters Score -398665.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -398675.218750 Penalty: 4202.105469
	Iteration 20F: 3 clusters Score -398675.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -398685.500000 Penalty: 4202.105469
	Iteration 21Q: 3 clusters Score -398685.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -398693.218750 Penalty: 4202.105469
	Iteration 22Q: 3 clusters Score -398693.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -398700.062500 Penalty: 4202.105469
	Iteration 23Q: 3 clusters Score -398700.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -398704.218750 Penalty: 4202.105469
	Iteration 24Q: 3 clusters Score -398704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -398706.406250 Penalty: 4202.105469
	Iteration 25Q: 3 clusters Score -398706.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -398706.406250 Penalty: 4202.105469
	Iteration 26F: 3 clusters Score -398706.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -129686.671875 Penalty: 1796.213867
	Iteration 0F: 2 clusters Score -129686.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -127499.828125 Penalty: 3592.427734
	Iteration 0F: 3 clusters Score -127499.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -127859.226562 Penalty: 3592.427734
	Iteration 1F: 3 clusters Score -127859.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127954.382812 Penalty: 3592.427734
	Iteration 2F: 3 clusters Score -127954.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -128007.625000 Penalty: 3592.427734
	Iteration 3Q: 3 clusters Score -128007.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -128052.070312 Penalty: 3592.427734
	Iteration 4Q: 3 clusters Score -128052.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -128105.226562 Penalty: 3592.427734
	Iteration 5Q: 3 clusters Score -128105.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -128165.570312 Penalty: 3592.427734
	Iteration 6Q: 3 clusters Score -128165.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -128199.390625 Penalty: 3592.427734
	Iteration 7Q: 3 clusters Score -128199.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -128237.320312 Penalty: 3592.427734
	Iteration 8Q: 3 clusters Score -128237.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -128264.132812 Penalty: 3592.427734
	Iteration 9Q: 3 clusters Score -128264.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -128285.984375 Penalty: 3592.427734
	Iteration 10Q: 3 clusters Score -128286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -128298.492188 Penalty: 3592.427734
	Iteration 11Q: 3 clusters Score -128298.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -128303.273438 Penalty: 3592.427734
	Iteration 12Q: 3 clusters Score -128303.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -128308.937500 Penalty: 3592.427734
	Iteration 13Q: 3 clusters Score -128308.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -128323.210938 Penalty: 3592.427734
	Iteration 14Q: 3 clusters Score -128323.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -128334.523438 Penalty: 3592.427734
	Iteration 15Q: 3 clusters Score -128334.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -128345.148438 Penalty: 3592.427734
	Iteration 16Q: 3 clusters Score -128345.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -128360.773438 Penalty: 3592.427734
	Iteration 17Q: 3 clusters Score -128360.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -128370.406250 Penalty: 3592.427734
	Iteration 18Q: 3 clusters Score -128370.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -128377.406250 Penalty: 3592.427734
	Iteration 19Q: 3 clusters Score -128377.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -128382.070312 Penalty: 3592.427734
	Iteration 20F: 3 clusters Score -128382.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -128386.507812 Penalty: 3592.427734
	Iteration 21Q: 3 clusters Score -128386.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -128391.445312 Penalty: 3592.427734
	Iteration 22Q: 3 clusters Score -128391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -128391.937500 Penalty: 3592.427734
	Iteration 23Q: 3 clusters Score -128391.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -128391.937500 Penalty: 3592.427734
	Iteration 24F: 3 clusters Score -128391.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Entering Unmasked Estep 
Score: -845387.937500 Penalty: 2242.455322
	Iteration 0F: 2 clusters Score -845387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -838746.375000 Penalty: 4484.910645
	Iteration 0F: 3 clusters Score -838746.4 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -840630.687500 Penalty: 4484.910645
	Iteration 1F: 3 clusters Score -840630.7 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -840962.875000 Penalty: 4484.910645
	Iteration 2F: 3 clusters Score -840962.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -841175.500000 Penalty: 4484.910645
	Iteration 3F: 3 clusters Score -841175.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -841361.000000 Penalty: 4484.910645
	Iteration 4Q: 3 clusters Score -841361 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -841529.687500 Penalty: 4484.910645
	Iteration 5Q: 3 clusters Score -841529.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -841695.812500 Penalty: 4484.910645
	Iteration 6Q: 3 clusters Score -841695.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -841867.000000 Penalty: 4484.910645
	Iteration 7Q: 3 clusters Score -841867 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -842055.187500 Penalty: 4484.910645
	Iteration 8Q: 3 clusters Score -842055.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -842261.187500 Penalty: 4484.910645
	Iteration 9Q: 3 clusters Score -842261.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -842455.312500 Penalty: 4484.910645
	Iteration 10Q: 3 clusters Score -842455.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -842654.625000 Penalty: 4484.910645
	Iteration 11Q: 3 clusters Score -842654.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -842834.500000 Penalty: 4484.910645
	Iteration 12Q: 3 clusters Score -842834.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -843000.187500 Penalty: 4484.910645
	Iteration 13Q: 3 clusters Score -843000.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -843140.250000 Penalty: 4484.910645
	Iteration 14Q: 3 clusters Score -843140.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -843249.875000 Penalty: 4484.910645
	Iteration 15Q: 3 clusters Score -843249.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -843324.500000 Penalty: 4484.910645
	Iteration 16Q: 3 clusters Score -843324.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -843393.875000 Penalty: 4484.910645
	Iteration 17Q: 3 clusters Score -843393.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -843452.812500 Penalty: 4484.910645
	Iteration 18Q: 3 clusters Score -843452.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -843492.562500 Penalty: 4484.910645
	Iteration 19Q: 3 clusters Score -843492.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -843531.937500 Penalty: 4484.910645
	Iteration 20F: 3 clusters Score -843531.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -843576.312500 Penalty: 4484.910645
	Iteration 21Q: 3 clusters Score -843576.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -843612.750000 Penalty: 4484.910645
	Iteration 22Q: 3 clusters Score -843612.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -843654.875000 Penalty: 4484.910645
	Iteration 23Q: 3 clusters Score -843654.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -843694.937500 Penalty: 4484.910645
	Iteration 24Q: 3 clusters Score -843694.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -843735.250000 Penalty: 4484.910645
	Iteration 25Q: 3 clusters Score -843735.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -843775.875000 Penalty: 4484.910645
	Iteration 26Q: 3 clusters Score -843775.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -843813.562500 Penalty: 4484.910645
	Iteration 27Q: 3 clusters Score -843813.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -843856.062500 Penalty: 4484.910645
	Iteration 28Q: 3 clusters Score -843856.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -843892.062500 Penalty: 4484.910645
	Iteration 29Q: 3 clusters Score -843892.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -843927.437500 Penalty: 4484.910645
	Iteration 30Q: 3 clusters Score -843927.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -843956.062500 Penalty: 4484.910645
	Iteration 31Q: 3 clusters Score -843956.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -843980.937500 Penalty: 4484.910645
	Iteration 32Q: 3 clusters Score -843980.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -844006.062500 Penalty: 4484.910645
	Iteration 33Q: 3 clusters Score -844006.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -844025.062500 Penalty: 4484.910645
	Iteration 34Q: 3 clusters Score -844025.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -844040.000000 Penalty: 4484.910645
	Iteration 35Q: 3 clusters Score -844040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -844052.500000 Penalty: 4484.910645
	Iteration 36Q: 3 clusters Score -844052.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -844058.625000 Penalty: 4484.910645
	Iteration 37Q: 3 clusters Score -844058.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -844065.937500 Penalty: 4484.910645
	Iteration 38Q: 3 clusters Score -844065.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -844070.312500 Penalty: 4484.910645
	Iteration 39Q: 3 clusters Score -844070.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -844073.500000 Penalty: 4484.910645
	Iteration 40F: 3 clusters Score -844073.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -844075.062500 Penalty: 4484.910645
	Iteration 41Q: 3 clusters Score -844075.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -844078.750000 Penalty: 4484.910645
	Iteration 42Q: 3 clusters Score -844078.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -844081.625000 Penalty: 4484.910645
	Iteration 43Q: 3 clusters Score -844081.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -844084.437500 Penalty: 4484.910645
	Iteration 44Q: 3 clusters Score -844084.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -844088.812500 Penalty: 4484.910645
	Iteration 45Q: 3 clusters Score -844088.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -844091.125000 Penalty: 4484.910645
	Iteration 46Q: 3 clusters Score -844091.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -844095.625000 Penalty: 4484.910645
	Iteration 47Q: 3 clusters Score -844095.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -844096.500000 Penalty: 4484.910645
	Iteration 48Q: 3 clusters Score -844096.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -844097.937500 Penalty: 4484.910645
	Iteration 49Q: 3 clusters Score -844097.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -844101.562500 Penalty: 4484.910645
	Iteration 50Q: 3 clusters Score -844101.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -844102.062500 Penalty: 4484.910645
	Iteration 51Q: 3 clusters Score -844102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -844103.062500 Penalty: 4484.910645
	Iteration 52Q: 3 clusters Score -844103.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -844103.312500 Penalty: 4484.910645
	Iteration 53Q: 3 clusters Score -844103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -844103.312500 Penalty: 4484.910645
	Iteration 54F: 3 clusters Score -844103.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Entering Unmasked Estep 
Score: -6717082.000000 Penalty: 2752.401855
	Iteration 0F: 2 clusters Score -6717082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -6672698.000000 Penalty: 5504.803711
	Iteration 0F: 3 clusters Score -6672698 nChanged 30928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -6689842.000000 Penalty: 5504.803711
	Iteration 1F: 3 clusters Score -6689842 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -6690390.500000 Penalty: 5504.803711
	Iteration 2Q: 3 clusters Score -6690390 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -6690895.000000 Penalty: 5504.803711
	Iteration 3Q: 3 clusters Score -6690895 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -6691426.000000 Penalty: 5504.803711
	Iteration 4Q: 3 clusters Score -6691426 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -6691857.000000 Penalty: 5504.803711
	Iteration 5Q: 3 clusters Score -6691857 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -6692411.500000 Penalty: 5504.803711
	Iteration 6Q: 3 clusters Score -6692412 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -6693057.500000 Penalty: 5504.803711
	Iteration 7Q: 3 clusters Score -6693058 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -6693767.500000 Penalty: 5504.803711
	Iteration 8Q: 3 clusters Score -6693768 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -6694891.500000 Penalty: 5504.803711
	Iteration 9Q: 3 clusters Score -6694892 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -6696554.000000 Penalty: 5504.803711
	Iteration 10Q: 3 clusters Score -6696554 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -6698742.000000 Penalty: 5504.803711
	Iteration 11F: 3 clusters Score -6698742 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -6701466.500000 Penalty: 5504.803711
	Iteration 12F: 3 clusters Score -6701466 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -6704227.000000 Penalty: 5504.803711
	Iteration 13F: 3 clusters Score -6704227 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -6706733.500000 Penalty: 5504.803711
	Iteration 14Q: 3 clusters Score -6706734 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -6708650.500000 Penalty: 5504.803711
	Iteration 15Q: 3 clusters Score -6708650 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -6710168.500000 Penalty: 5504.803711
	Iteration 16Q: 3 clusters Score -6710168 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -6711240.500000 Penalty: 5504.803711
	Iteration 17Q: 3 clusters Score -6711240 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -6712083.000000 Penalty: 5504.803711
	Iteration 18Q: 3 clusters Score -6712083 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -6712689.500000 Penalty: 5504.803711
	Iteration 19Q: 3 clusters Score -6712690 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -6713219.000000 Penalty: 5504.803711
	Iteration 20F: 3 clusters Score -6713219 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -6713630.500000 Penalty: 5504.803711
	Iteration 21Q: 3 clusters Score -6713630 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -6713939.000000 Penalty: 5504.803711
	Iteration 22Q: 3 clusters Score -6713939 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -6714191.500000 Penalty: 5504.803711
	Iteration 23Q: 3 clusters Score -6714192 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -6714345.000000 Penalty: 5504.803711
	Iteration 24Q: 3 clusters Score -6714345 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -6714484.500000 Penalty: 5504.803711
	Iteration 25Q: 3 clusters Score -6714484 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -6714586.000000 Penalty: 5504.803711
	Iteration 26Q: 3 clusters Score -6714586 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -6714674.000000 Penalty: 5504.803711
	Iteration 27Q: 3 clusters Score -6714674 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -6714735.500000 Penalty: 5504.803711
	Iteration 28Q: 3 clusters Score -6714736 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -6714788.500000 Penalty: 5504.803711
	Iteration 29Q: 3 clusters Score -6714788 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -6714825.000000 Penalty: 5504.803711
	Iteration 30Q: 3 clusters Score -6714825 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -6714835.500000 Penalty: 5504.803711
	Iteration 31Q: 3 clusters Score -6714836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -6714871.500000 Penalty: 5504.803711
	Iteration 32Q: 3 clusters Score -6714872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -6714889.500000 Penalty: 5504.803711
	Iteration 33Q: 3 clusters Score -6714890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -6714910.500000 Penalty: 5504.803711
	Iteration 34Q: 3 clusters Score -6714910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64968 members 
Entering Unmasked Estep 
Score: -6714909.000000 Penalty: 5504.803711
	Iteration 35Q: 3 clusters Score -6714909 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -6714923.000000 Penalty: 5504.803711
	Iteration 36Q: 3 clusters Score -6714923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -6714922.500000 Penalty: 5504.803711
	Iteration 37Q: 3 clusters Score -6714922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 65033 members 
Entering Unmasked Estep 
Score: -6714942.000000 Penalty: 5504.803711
	Iteration 38Q: 3 clusters Score -6714942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -6714948.000000 Penalty: 5504.803711
	Iteration 39Q: 3 clusters Score -6714948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 65051 members 
Entering Unmasked Estep 
Score: -6714958.500000 Penalty: 5504.803711
	Iteration 40F: 3 clusters Score -6714958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -6714958.000000 Penalty: 5504.803711
	Iteration 41Q: 3 clusters Score -6714958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -6714956.500000 Penalty: 5504.803711
	Iteration 42Q: 3 clusters Score -6714956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -6714965.000000 Penalty: 5504.803711
	Iteration 43Q: 3 clusters Score -6714965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -6714965.500000 Penalty: 5504.803711
	Iteration 44Q: 3 clusters Score -6714966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -6714969.500000 Penalty: 5504.803711
	Iteration 45Q: 3 clusters Score -6714970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -6714970.000000 Penalty: 5504.803711
	Iteration 46Q: 3 clusters Score -6714970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -6714977.500000 Penalty: 5504.803711
	Iteration 47Q: 3 clusters Score -6714978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -6714977.000000 Penalty: 5504.803711
	Iteration 48Q: 3 clusters Score -6714977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -6714971.500000 Penalty: 5504.803711
	Iteration 49Q: 3 clusters Score -6714972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 65096 members 
Entering Unmasked Estep 
Score: -6714971.500000 Penalty: 5504.803711
	Iteration 50Q: 3 clusters Score -6714972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -6714978.000000 Penalty: 5504.803711
	Iteration 51Q: 3 clusters Score -6714978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -6714976.500000 Penalty: 5504.803711
	Iteration 52Q: 3 clusters Score -6714976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -6714980.000000 Penalty: 5504.803711
	Iteration 53Q: 3 clusters Score -6714980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -6714979.500000 Penalty: 5504.803711
	Iteration 54Q: 3 clusters Score -6714980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -6714979.000000 Penalty: 5504.803711
	Iteration 55Q: 3 clusters Score -6714979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -6714981.500000 Penalty: 5504.803711
	Iteration 56Q: 3 clusters Score -6714982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -6714977.500000 Penalty: 5504.803711
	Iteration 57Q: 3 clusters Score -6714978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -6714979.000000 Penalty: 5504.803711
	Iteration 58Q: 3 clusters Score -6714979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -6714984.500000 Penalty: 5504.803711
	Iteration 59Q: 3 clusters Score -6714984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -6714986.000000 Penalty: 5504.803711
	Iteration 60F: 3 clusters Score -6714986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -6714985.000000 Penalty: 5504.803711
	Iteration 61Q: 3 clusters Score -6714985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -6714988.000000 Penalty: 5504.803711
	Iteration 62Q: 3 clusters Score -6714988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -6714990.500000 Penalty: 5504.803711
	Iteration 63Q: 3 clusters Score -6714990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -6714990.500000 Penalty: 5504.803711
	Iteration 64F: 3 clusters Score -6714990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Entering Unmasked Estep 
Score: -693152.687500 Penalty: 2227.737305
	Iteration 0F: 2 clusters Score -693152.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -686902.062500 Penalty: 4455.474609
	Iteration 0F: 3 clusters Score -686902.1 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -689170.500000 Penalty: 4455.474609
	Iteration 1F: 3 clusters Score -689170.5 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -689967.437500 Penalty: 4455.474609
	Iteration 2F: 3 clusters Score -689967.4 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -690698.562500 Penalty: 4455.474609
	Iteration 3F: 3 clusters Score -690698.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -691313.562500 Penalty: 4455.474609
	Iteration 4F: 3 clusters Score -691313.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -691735.875000 Penalty: 4455.474609
	Iteration 5F: 3 clusters Score -691735.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -692025.687500 Penalty: 4455.474609
	Iteration 6Q: 3 clusters Score -692025.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -692220.562500 Penalty: 4455.474609
	Iteration 7Q: 3 clusters Score -692220.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -692337.062500 Penalty: 4455.474609
	Iteration 8Q: 3 clusters Score -692337.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -692393.187500 Penalty: 4455.474609
	Iteration 9Q: 3 clusters Score -692393.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -692431.750000 Penalty: 4455.474609
	Iteration 10Q: 3 clusters Score -692431.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -692462.937500 Penalty: 4455.474609
	Iteration 11Q: 3 clusters Score -692462.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -692487.375000 Penalty: 4455.474609
	Iteration 12Q: 3 clusters Score -692487.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -692504.187500 Penalty: 4455.474609
	Iteration 13Q: 3 clusters Score -692504.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -692516.187500 Penalty: 4455.474609
	Iteration 14Q: 3 clusters Score -692516.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -692531.750000 Penalty: 4455.474609
	Iteration 15Q: 3 clusters Score -692531.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -692539.562500 Penalty: 4455.474609
	Iteration 16Q: 3 clusters Score -692539.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -692544.812500 Penalty: 4455.474609
	Iteration 17Q: 3 clusters Score -692544.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -692548.062500 Penalty: 4455.474609
	Iteration 18Q: 3 clusters Score -692548.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -692551.375000 Penalty: 4455.474609
	Iteration 19Q: 3 clusters Score -692551.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -692553.062500 Penalty: 4455.474609
	Iteration 20F: 3 clusters Score -692553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -692551.437500 Penalty: 4455.474609
	Iteration 21Q: 3 clusters Score -692551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -692551.875000 Penalty: 4455.474609
	Iteration 22Q: 3 clusters Score -692551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -692554.250000 Penalty: 4455.474609
	Iteration 23Q: 3 clusters Score -692554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -692556.875000 Penalty: 4455.474609
	Iteration 24Q: 3 clusters Score -692556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -692558.187500 Penalty: 4455.474609
	Iteration 25Q: 3 clusters Score -692558.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -692559.937500 Penalty: 4455.474609
	Iteration 26Q: 3 clusters Score -692559.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -692559.000000 Penalty: 4455.474609
	Iteration 27Q: 3 clusters Score -692559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -692559.000000 Penalty: 4455.474609
	Iteration 28F: 3 clusters Score -692559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Entering Unmasked Estep 
Score: -1627758.500000 Penalty: 2411.181396
	Iteration 0F: 2 clusters Score -1627758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1615838.375000 Penalty: 4822.362793
	Iteration 0F: 3 clusters Score -1615838 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1619892.500000 Penalty: 4822.362793
	Iteration 1F: 3 clusters Score -1619892 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1620400.000000 Penalty: 4822.362793
	Iteration 2F: 3 clusters Score -1620400 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1620940.000000 Penalty: 4822.362793
	Iteration 3F: 3 clusters Score -1620940 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1621501.125000 Penalty: 4822.362793
	Iteration 4F: 3 clusters Score -1621501 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1622091.375000 Penalty: 4822.362793
	Iteration 5F: 3 clusters Score -1622091 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1622736.875000 Penalty: 4822.362793
	Iteration 6F: 3 clusters Score -1622737 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1623380.875000 Penalty: 4822.362793
	Iteration 7F: 3 clusters Score -1623381 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1623978.250000 Penalty: 4822.362793
	Iteration 8F: 3 clusters Score -1623978 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1624442.750000 Penalty: 4822.362793
	Iteration 9Q: 3 clusters Score -1624443 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1624778.125000 Penalty: 4822.362793
	Iteration 10Q: 3 clusters Score -1624778 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1624962.500000 Penalty: 4822.362793
	Iteration 11Q: 3 clusters Score -1624962 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1625089.000000 Penalty: 4822.362793
	Iteration 12Q: 3 clusters Score -1625089 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1625177.000000 Penalty: 4822.362793
	Iteration 13Q: 3 clusters Score -1625177 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1625239.750000 Penalty: 4822.362793
	Iteration 14Q: 3 clusters Score -1625240 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1625278.250000 Penalty: 4822.362793
	Iteration 15Q: 3 clusters Score -1625278 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1625313.625000 Penalty: 4822.362793
	Iteration 16Q: 3 clusters Score -1625314 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1625352.125000 Penalty: 4822.362793
	Iteration 17Q: 3 clusters Score -1625352 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1625372.625000 Penalty: 4822.362793
	Iteration 18Q: 3 clusters Score -1625373 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1625398.125000 Penalty: 4822.362793
	Iteration 19Q: 3 clusters Score -1625398 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1625429.875000 Penalty: 4822.362793
	Iteration 20F: 3 clusters Score -1625430 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1625464.625000 Penalty: 4822.362793
	Iteration 21Q: 3 clusters Score -1625465 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1625487.500000 Penalty: 4822.362793
	Iteration 22Q: 3 clusters Score -1625488 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1625517.875000 Penalty: 4822.362793
	Iteration 23Q: 3 clusters Score -1625518 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1625547.625000 Penalty: 4822.362793
	Iteration 24Q: 3 clusters Score -1625548 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1625583.125000 Penalty: 4822.362793
	Iteration 25Q: 3 clusters Score -1625583 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1625607.750000 Penalty: 4822.362793
	Iteration 26Q: 3 clusters Score -1625608 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1625643.625000 Penalty: 4822.362793
	Iteration 27Q: 3 clusters Score -1625644 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1625692.500000 Penalty: 4822.362793
	Iteration 28Q: 3 clusters Score -1625692 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1625738.000000 Penalty: 4822.362793
	Iteration 29Q: 3 clusters Score -1625738 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1625784.750000 Penalty: 4822.362793
	Iteration 30Q: 3 clusters Score -1625785 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1625818.500000 Penalty: 4822.362793
	Iteration 31Q: 3 clusters Score -1625818 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1625864.625000 Penalty: 4822.362793
	Iteration 32Q: 3 clusters Score -1625865 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1625900.375000 Penalty: 4822.362793
	Iteration 33Q: 3 clusters Score -1625900 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1625935.375000 Penalty: 4822.362793
	Iteration 34Q: 3 clusters Score -1625935 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1625967.250000 Penalty: 4822.362793
	Iteration 35Q: 3 clusters Score -1625967 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1625999.625000 Penalty: 4822.362793
	Iteration 36Q: 3 clusters Score -1626000 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1626014.125000 Penalty: 4822.362793
	Iteration 37Q: 3 clusters Score -1626014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1626034.250000 Penalty: 4822.362793
	Iteration 38Q: 3 clusters Score -1626034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1626041.250000 Penalty: 4822.362793
	Iteration 39Q: 3 clusters Score -1626041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1626055.125000 Penalty: 4822.362793
	Iteration 40F: 3 clusters Score -1626055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1626063.625000 Penalty: 4822.362793
	Iteration 41Q: 3 clusters Score -1626064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1626068.125000 Penalty: 4822.362793
	Iteration 42Q: 3 clusters Score -1626068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1626078.250000 Penalty: 4822.362793
	Iteration 43Q: 3 clusters Score -1626078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1626083.625000 Penalty: 4822.362793
	Iteration 44Q: 3 clusters Score -1626084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1626085.000000 Penalty: 4822.362793
	Iteration 45Q: 3 clusters Score -1626085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1626096.625000 Penalty: 4822.362793
	Iteration 46Q: 3 clusters Score -1626097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1626096.625000 Penalty: 4822.362793
	Iteration 47Q: 3 clusters Score -1626097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1626105.625000 Penalty: 4822.362793
	Iteration 48Q: 3 clusters Score -1626106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1626110.125000 Penalty: 4822.362793
	Iteration 49Q: 3 clusters Score -1626110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1626118.625000 Penalty: 4822.362793
	Iteration 50Q: 3 clusters Score -1626119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1626127.875000 Penalty: 4822.362793
	Iteration 51Q: 3 clusters Score -1626128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1626131.500000 Penalty: 4822.362793
	Iteration 52Q: 3 clusters Score -1626132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1626141.250000 Penalty: 4822.362793
	Iteration 53Q: 3 clusters Score -1626141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1626148.375000 Penalty: 4822.362793
	Iteration 54Q: 3 clusters Score -1626148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1626153.375000 Penalty: 4822.362793
	Iteration 55Q: 3 clusters Score -1626153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1626155.625000 Penalty: 4822.362793
	Iteration 56Q: 3 clusters Score -1626156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1626154.625000 Penalty: 4822.362793
	Iteration 57Q: 3 clusters Score -1626155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1626160.750000 Penalty: 4822.362793
	Iteration 58Q: 3 clusters Score -1626161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1626162.500000 Penalty: 4822.362793
	Iteration 59Q: 3 clusters Score -1626162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1626160.875000 Penalty: 4822.362793
	Iteration 60F: 3 clusters Score -1626161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1626172.375000 Penalty: 4822.362793
	Iteration 61Q: 3 clusters Score -1626172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1626176.125000 Penalty: 4822.362793
	Iteration 62Q: 3 clusters Score -1626176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1626178.125000 Penalty: 4822.362793
	Iteration 63Q: 3 clusters Score -1626178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1626189.375000 Penalty: 4822.362793
	Iteration 64Q: 3 clusters Score -1626189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1626193.375000 Penalty: 4822.362793
	Iteration 65Q: 3 clusters Score -1626193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1626206.875000 Penalty: 4822.362793
	Iteration 66Q: 3 clusters Score -1626207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1626211.875000 Penalty: 4822.362793
	Iteration 67Q: 3 clusters Score -1626212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1626230.625000 Penalty: 4822.362793
	Iteration 68Q: 3 clusters Score -1626231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1626243.375000 Penalty: 4822.362793
	Iteration 69Q: 3 clusters Score -1626243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1626253.500000 Penalty: 4822.362793
	Iteration 70Q: 3 clusters Score -1626254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1626253.875000 Penalty: 4822.362793
	Iteration 71Q: 3 clusters Score -1626254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1626256.625000 Penalty: 4822.362793
	Iteration 72Q: 3 clusters Score -1626257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1626262.125000 Penalty: 4822.362793
	Iteration 73Q: 3 clusters Score -1626262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1626266.875000 Penalty: 4822.362793
	Iteration 74Q: 3 clusters Score -1626267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1626271.875000 Penalty: 4822.362793
	Iteration 75Q: 3 clusters Score -1626272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1626273.125000 Penalty: 4822.362793
	Iteration 76Q: 3 clusters Score -1626273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1626275.750000 Penalty: 4822.362793
	Iteration 77Q: 3 clusters Score -1626276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1626276.625000 Penalty: 4822.362793
	Iteration 78Q: 3 clusters Score -1626277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1626275.500000 Penalty: 4822.362793
	Iteration 79Q: 3 clusters Score -1626276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1626277.500000 Penalty: 4822.362793
	Iteration 80F: 3 clusters Score -1626278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1626273.500000 Penalty: 4822.362793
	Iteration 81Q: 3 clusters Score -1626274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1626277.125000 Penalty: 4822.362793
	Iteration 82Q: 3 clusters Score -1626277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1626278.250000 Penalty: 4822.362793
	Iteration 83Q: 3 clusters Score -1626278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1626279.750000 Penalty: 4822.362793
	Iteration 84Q: 3 clusters Score -1626280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1626278.750000 Penalty: 4822.362793
	Iteration 85Q: 3 clusters Score -1626279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1626277.250000 Penalty: 4822.362793
	Iteration 86Q: 3 clusters Score -1626277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1626278.125000 Penalty: 4822.362793
	Iteration 87Q: 3 clusters Score -1626278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1626278.125000 Penalty: 4822.362793
	Iteration 88F: 3 clusters Score -1626278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Entering Unmasked Estep 
Score: -4125179.750000 Penalty: 2638.614258
	Iteration 0F: 2 clusters Score -4125180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -4096913.000000 Penalty: 5277.228516
	Iteration 0F: 3 clusters Score -4096913 nChanged 19276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -4107243.500000 Penalty: 5277.228516
	Iteration 1F: 3 clusters Score -4107244 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -4107735.000000 Penalty: 5277.228516
	Iteration 2Q: 3 clusters Score -4107735 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -4108199.000000 Penalty: 5277.228516
	Iteration 3Q: 3 clusters Score -4108199 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -4108664.250000 Penalty: 5277.228516
	Iteration 4Q: 3 clusters Score -4108664 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -4109269.250000 Penalty: 5277.228516
	Iteration 5Q: 3 clusters Score -4109269 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -4110043.750000 Penalty: 5277.228516
	Iteration 6Q: 3 clusters Score -4110044 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -4111169.500000 Penalty: 5277.228516
	Iteration 7F: 3 clusters Score -4111170 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -4112796.500000 Penalty: 5277.228516
	Iteration 8F: 3 clusters Score -4112796 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -4114842.250000 Penalty: 5277.228516
	Iteration 9F: 3 clusters Score -4114842 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -4117054.000000 Penalty: 5277.228516
	Iteration 10F: 3 clusters Score -4117054 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -4118949.750000 Penalty: 5277.228516
	Iteration 11F: 3 clusters Score -4118950 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -4120285.750000 Penalty: 5277.228516
	Iteration 12Q: 3 clusters Score -4120286 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -4121095.250000 Penalty: 5277.228516
	Iteration 13Q: 3 clusters Score -4121095 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -4121588.500000 Penalty: 5277.228516
	Iteration 14Q: 3 clusters Score -4121588 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -4121951.000000 Penalty: 5277.228516
	Iteration 15Q: 3 clusters Score -4121951 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -4122219.000000 Penalty: 5277.228516
	Iteration 16Q: 3 clusters Score -4122219 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -4122408.250000 Penalty: 5277.228516
	Iteration 17Q: 3 clusters Score -4122408 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -4122571.000000 Penalty: 5277.228516
	Iteration 18Q: 3 clusters Score -4122571 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -4122689.000000 Penalty: 5277.228516
	Iteration 19Q: 3 clusters Score -4122689 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -4122771.250000 Penalty: 5277.228516
	Iteration 20F: 3 clusters Score -4122771 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -4122851.250000 Penalty: 5277.228516
	Iteration 21Q: 3 clusters Score -4122851 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -4122918.000000 Penalty: 5277.228516
	Iteration 22Q: 3 clusters Score -4122918 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -4122995.250000 Penalty: 5277.228516
	Iteration 23Q: 3 clusters Score -4122995 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -4123052.000000 Penalty: 5277.228516
	Iteration 24Q: 3 clusters Score -4123052 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -4123099.250000 Penalty: 5277.228516
	Iteration 25Q: 3 clusters Score -4123099 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -4123116.500000 Penalty: 5277.228516
	Iteration 26Q: 3 clusters Score -4123116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -4123129.750000 Penalty: 5277.228516
	Iteration 27Q: 3 clusters Score -4123130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -4123142.250000 Penalty: 5277.228516
	Iteration 28Q: 3 clusters Score -4123142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -4123147.500000 Penalty: 5277.228516
	Iteration 29Q: 3 clusters Score -4123148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -4123156.000000 Penalty: 5277.228516
	Iteration 30Q: 3 clusters Score -4123156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -4123164.750000 Penalty: 5277.228516
	Iteration 31Q: 3 clusters Score -4123165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -4123170.250000 Penalty: 5277.228516
	Iteration 32Q: 3 clusters Score -4123170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -4123175.500000 Penalty: 5277.228516
	Iteration 33Q: 3 clusters Score -4123176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -4123172.000000 Penalty: 5277.228516
	Iteration 34Q: 3 clusters Score -4123172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -4123175.500000 Penalty: 5277.228516
	Iteration 35Q: 3 clusters Score -4123176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -4123174.500000 Penalty: 5277.228516
	Iteration 36Q: 3 clusters Score -4123174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -4123171.750000 Penalty: 5277.228516
	Iteration 37Q: 3 clusters Score -4123172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -4123182.250000 Penalty: 5277.228516
	Iteration 38Q: 3 clusters Score -4123182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -4123186.000000 Penalty: 5277.228516
	Iteration 39Q: 3 clusters Score -4123186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -4123187.250000 Penalty: 5277.228516
	Iteration 40F: 3 clusters Score -4123187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -4123189.750000 Penalty: 5277.228516
	Iteration 41Q: 3 clusters Score -4123190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -4123189.000000 Penalty: 5277.228516
	Iteration 42Q: 3 clusters Score -4123189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -4123186.750000 Penalty: 5277.228516
	Iteration 43Q: 3 clusters Score -4123187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -4123189.000000 Penalty: 5277.228516
	Iteration 44Q: 3 clusters Score -4123189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -4123189.000000 Penalty: 5277.228516
	Iteration 45Q: 3 clusters Score -4123189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -4123190.500000 Penalty: 5277.228516
	Iteration 46Q: 3 clusters Score -4123190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -4123189.750000 Penalty: 5277.228516
	Iteration 47Q: 3 clusters Score -4123190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -4123189.750000 Penalty: 5277.228516
	Iteration 48Q: 3 clusters Score -4123190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -4123194.750000 Penalty: 5277.228516
	Iteration 49Q: 3 clusters Score -4123195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -4123191.500000 Penalty: 5277.228516
	Iteration 50Q: 3 clusters Score -4123192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -4123198.500000 Penalty: 5277.228516
	Iteration 51Q: 3 clusters Score -4123198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -4123204.250000 Penalty: 5277.228516
	Iteration 52Q: 3 clusters Score -4123204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -4123201.500000 Penalty: 5277.228516
	Iteration 53Q: 3 clusters Score -4123202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -4123202.250000 Penalty: 5277.228516
	Iteration 54Q: 3 clusters Score -4123202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -4123208.250000 Penalty: 5277.228516
	Iteration 55Q: 3 clusters Score -4123208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -4123207.500000 Penalty: 5277.228516
	Iteration 56Q: 3 clusters Score -4123208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -4123211.000000 Penalty: 5277.228516
	Iteration 57Q: 3 clusters Score -4123211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -4123210.000000 Penalty: 5277.228516
	Iteration 58Q: 3 clusters Score -4123210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -4123210.000000 Penalty: 5277.228516
	Iteration 59F: 3 clusters Score -4123210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Entering Unmasked Estep 
Score: -1450697.375000 Penalty: 2380.534668
	Iteration 0F: 2 clusters Score -1450697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1439977.250000 Penalty: 4761.069336
	Iteration 0F: 3 clusters Score -1439977 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1443407.125000 Penalty: 4761.069336
	Iteration 1F: 3 clusters Score -1443407 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1443803.750000 Penalty: 4761.069336
	Iteration 2F: 3 clusters Score -1443804 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1444096.625000 Penalty: 4761.069336
	Iteration 3Q: 3 clusters Score -1444097 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1444331.250000 Penalty: 4761.069336
	Iteration 4Q: 3 clusters Score -1444331 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1444520.500000 Penalty: 4761.069336
	Iteration 5Q: 3 clusters Score -1444520 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1444705.500000 Penalty: 4761.069336
	Iteration 6Q: 3 clusters Score -1444706 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1444889.125000 Penalty: 4761.069336
	Iteration 7Q: 3 clusters Score -1444889 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1445062.625000 Penalty: 4761.069336
	Iteration 8Q: 3 clusters Score -1445063 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1445234.625000 Penalty: 4761.069336
	Iteration 9Q: 3 clusters Score -1445235 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1445456.750000 Penalty: 4761.069336
	Iteration 10Q: 3 clusters Score -1445457 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1445724.625000 Penalty: 4761.069336
	Iteration 11Q: 3 clusters Score -1445725 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1446030.750000 Penalty: 4761.069336
	Iteration 12Q: 3 clusters Score -1446031 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1446347.125000 Penalty: 4761.069336
	Iteration 13Q: 3 clusters Score -1446347 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1446670.500000 Penalty: 4761.069336
	Iteration 14Q: 3 clusters Score -1446670 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1446976.375000 Penalty: 4761.069336
	Iteration 15Q: 3 clusters Score -1446976 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1447232.500000 Penalty: 4761.069336
	Iteration 16Q: 3 clusters Score -1447232 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1447448.625000 Penalty: 4761.069336
	Iteration 17Q: 3 clusters Score -1447449 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1447632.125000 Penalty: 4761.069336
	Iteration 18Q: 3 clusters Score -1447632 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1447786.875000 Penalty: 4761.069336
	Iteration 19Q: 3 clusters Score -1447787 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1447944.250000 Penalty: 4761.069336
	Iteration 20F: 3 clusters Score -1447944 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1448096.875000 Penalty: 4761.069336
	Iteration 21Q: 3 clusters Score -1448097 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1448247.375000 Penalty: 4761.069336
	Iteration 22Q: 3 clusters Score -1448247 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1448409.875000 Penalty: 4761.069336
	Iteration 23Q: 3 clusters Score -1448410 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1448613.750000 Penalty: 4761.069336
	Iteration 24Q: 3 clusters Score -1448614 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1448866.250000 Penalty: 4761.069336
	Iteration 25Q: 3 clusters Score -1448866 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1449257.250000 Penalty: 4761.069336
	Iteration 26Q: 3 clusters Score -1449257 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1449720.000000 Penalty: 4761.069336
	Iteration 27Q: 3 clusters Score -1449720 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1449961.750000 Penalty: 4761.069336
	Iteration 28Q: 3 clusters Score -1449962 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1450044.500000 Penalty: 4761.069336
	Iteration 29Q: 3 clusters Score -1450044 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1450080.375000 Penalty: 4761.069336
	Iteration 30Q: 3 clusters Score -1450080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1450090.375000 Penalty: 4761.069336
	Iteration 31Q: 3 clusters Score -1450090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1450098.375000 Penalty: 4761.069336
	Iteration 32Q: 3 clusters Score -1450098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1450100.875000 Penalty: 4761.069336
	Iteration 33Q: 3 clusters Score -1450101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1450098.625000 Penalty: 4761.069336
	Iteration 34Q: 3 clusters Score -1450099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1450100.625000 Penalty: 4761.069336
	Iteration 35Q: 3 clusters Score -1450101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1450101.125000 Penalty: 4761.069336
	Iteration 36Q: 3 clusters Score -1450101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1450102.375000 Penalty: 4761.069336
	Iteration 37F: 3 clusters Score -1450102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1450100.875000 Penalty: 4761.069336
	Iteration 38Q: 3 clusters Score -1450101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1450102.000000 Penalty: 4761.069336
	Iteration 39Q: 3 clusters Score -1450102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1450101.000000 Penalty: 4761.069336
	Iteration 40F: 3 clusters Score -1450101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1450099.750000 Penalty: 4761.069336
	Iteration 41Q: 3 clusters Score -1450100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1450099.750000 Penalty: 4761.069336
	Iteration 42F: 3 clusters Score -1450100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Entering Unmasked Estep 
Score: -2387033.000000 Penalty: 2503.349121
	Iteration 0F: 2 clusters Score -2387033 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 12174 members 
Entering Unmasked Estep 
Score: -2370334.250000 Penalty: 5006.698242
	Iteration 0F: 3 clusters Score -2370334 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2376057.500000 Penalty: 5006.698242
	Iteration 1F: 3 clusters Score -2376058 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2376519.000000 Penalty: 5006.698242
	Iteration 2F: 3 clusters Score -2376519 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2377014.000000 Penalty: 5006.698242
	Iteration 3Q: 3 clusters Score -2377014 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2377522.500000 Penalty: 5006.698242
	Iteration 4Q: 3 clusters Score -2377522 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2378024.500000 Penalty: 5006.698242
	Iteration 5Q: 3 clusters Score -2378024 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2378611.250000 Penalty: 5006.698242
	Iteration 6Q: 3 clusters Score -2378611 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2379285.250000 Penalty: 5006.698242
	Iteration 7Q: 3 clusters Score -2379285 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2380076.250000 Penalty: 5006.698242
	Iteration 8Q: 3 clusters Score -2380076 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2380845.250000 Penalty: 5006.698242
	Iteration 9F: 3 clusters Score -2380845 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2381536.750000 Penalty: 5006.698242
	Iteration 10Q: 3 clusters Score -2381537 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2382058.750000 Penalty: 5006.698242
	Iteration 11Q: 3 clusters Score -2382059 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2382422.500000 Penalty: 5006.698242
	Iteration 12Q: 3 clusters Score -2382422 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2382676.250000 Penalty: 5006.698242
	Iteration 13Q: 3 clusters Score -2382676 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2382894.500000 Penalty: 5006.698242
	Iteration 14Q: 3 clusters Score -2382894 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2383068.500000 Penalty: 5006.698242
	Iteration 15Q: 3 clusters Score -2383068 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2383208.000000 Penalty: 5006.698242
	Iteration 16Q: 3 clusters Score -2383208 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2383344.250000 Penalty: 5006.698242
	Iteration 17Q: 3 clusters Score -2383344 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2383467.750000 Penalty: 5006.698242
	Iteration 18Q: 3 clusters Score -2383468 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2383585.000000 Penalty: 5006.698242
	Iteration 19Q: 3 clusters Score -2383585 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2383700.750000 Penalty: 5006.698242
	Iteration 20F: 3 clusters Score -2383701 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2383798.750000 Penalty: 5006.698242
	Iteration 21Q: 3 clusters Score -2383799 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2383897.250000 Penalty: 5006.698242
	Iteration 22Q: 3 clusters Score -2383897 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2384014.750000 Penalty: 5006.698242
	Iteration 23Q: 3 clusters Score -2384015 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2384088.750000 Penalty: 5006.698242
	Iteration 24Q: 3 clusters Score -2384089 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2384157.750000 Penalty: 5006.698242
	Iteration 25Q: 3 clusters Score -2384158 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2384248.000000 Penalty: 5006.698242
	Iteration 26Q: 3 clusters Score -2384248 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2384346.750000 Penalty: 5006.698242
	Iteration 27Q: 3 clusters Score -2384347 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2384457.000000 Penalty: 5006.698242
	Iteration 28Q: 3 clusters Score -2384457 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2384580.250000 Penalty: 5006.698242
	Iteration 29Q: 3 clusters Score -2384580 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2384716.500000 Penalty: 5006.698242
	Iteration 30Q: 3 clusters Score -2384716 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2384893.500000 Penalty: 5006.698242
	Iteration 31Q: 3 clusters Score -2384894 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2385065.250000 Penalty: 5006.698242
	Iteration 32Q: 3 clusters Score -2385065 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2385237.250000 Penalty: 5006.698242
	Iteration 33Q: 3 clusters Score -2385237 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2385379.250000 Penalty: 5006.698242
	Iteration 34Q: 3 clusters Score -2385379 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2385460.750000 Penalty: 5006.698242
	Iteration 35Q: 3 clusters Score -2385461 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2385504.500000 Penalty: 5006.698242
	Iteration 36Q: 3 clusters Score -2385504 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2385540.000000 Penalty: 5006.698242
	Iteration 37Q: 3 clusters Score -2385540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2385569.500000 Penalty: 5006.698242
	Iteration 38Q: 3 clusters Score -2385570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -2385594.250000 Penalty: 5006.698242
	Iteration 39Q: 3 clusters Score -2385594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2385610.250000 Penalty: 5006.698242
	Iteration 40F: 3 clusters Score -2385610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2385618.500000 Penalty: 5006.698242
	Iteration 41Q: 3 clusters Score -2385618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2385624.250000 Penalty: 5006.698242
	Iteration 42Q: 3 clusters Score -2385624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2385627.750000 Penalty: 5006.698242
	Iteration 43Q: 3 clusters Score -2385628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2385635.500000 Penalty: 5006.698242
	Iteration 44Q: 3 clusters Score -2385636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2385648.250000 Penalty: 5006.698242
	Iteration 45Q: 3 clusters Score -2385648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2385657.000000 Penalty: 5006.698242
	Iteration 46Q: 3 clusters Score -2385657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2385658.250000 Penalty: 5006.698242
	Iteration 47Q: 3 clusters Score -2385658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2385667.000000 Penalty: 5006.698242
	Iteration 48Q: 3 clusters Score -2385667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2385666.500000 Penalty: 5006.698242
	Iteration 49Q: 3 clusters Score -2385666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2385669.000000 Penalty: 5006.698242
	Iteration 50Q: 3 clusters Score -2385669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2385661.500000 Penalty: 5006.698242
	Iteration 51Q: 3 clusters Score -2385662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2385665.000000 Penalty: 5006.698242
	Iteration 52Q: 3 clusters Score -2385665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2385673.500000 Penalty: 5006.698242
	Iteration 53Q: 3 clusters Score -2385674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2385672.500000 Penalty: 5006.698242
	Iteration 54Q: 3 clusters Score -2385672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2385674.000000 Penalty: 5006.698242
	Iteration 55Q: 3 clusters Score -2385674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2385674.000000 Penalty: 5006.698242
	Iteration 56Q: 3 clusters Score -2385674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2385674.000000 Penalty: 5006.698242
	Iteration 57Q: 3 clusters Score -2385674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2385678.000000 Penalty: 5006.698242
	Iteration 58Q: 3 clusters Score -2385678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2385676.250000 Penalty: 5006.698242
	Iteration 59Q: 3 clusters Score -2385676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2385676.250000 Penalty: 5006.698242
	Iteration 60F: 3 clusters Score -2385676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (64796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Entering Unmasked Estep 
Score: -6499255.500000 Penalty: 2747.591797
	Iteration 0F: 2 clusters Score -6499256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -6455693.000000 Penalty: 5495.183594
	Iteration 0F: 3 clusters Score -6455693 nChanged 30306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -6472809.000000 Penalty: 5495.183594
	Iteration 1F: 3 clusters Score -6472809 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -6473761.500000 Penalty: 5495.183594
	Iteration 2Q: 3 clusters Score -6473762 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -6475038.500000 Penalty: 5495.183594
	Iteration 3Q: 3 clusters Score -6475038 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -6476905.500000 Penalty: 5495.183594
	Iteration 4Q: 3 clusters Score -6476906 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -6479243.000000 Penalty: 5495.183594
	Iteration 5F: 3 clusters Score -6479243 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -6481882.000000 Penalty: 5495.183594
	Iteration 6F: 3 clusters Score -6481882 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -6484352.000000 Penalty: 5495.183594
	Iteration 7F: 3 clusters Score -6484352 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -6486480.000000 Penalty: 5495.183594
	Iteration 8F: 3 clusters Score -6486480 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -6488329.500000 Penalty: 5495.183594
	Iteration 9F: 3 clusters Score -6488330 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -6490143.500000 Penalty: 5495.183594
	Iteration 10Q: 3 clusters Score -6490144 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -6492068.500000 Penalty: 5495.183594
	Iteration 11Q: 3 clusters Score -6492068 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -6493926.500000 Penalty: 5495.183594
	Iteration 12Q: 3 clusters Score -6493926 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -6495086.500000 Penalty: 5495.183594
	Iteration 13Q: 3 clusters Score -6495086 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -6495677.500000 Penalty: 5495.183594
	Iteration 14Q: 3 clusters Score -6495678 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -6496013.500000 Penalty: 5495.183594
	Iteration 15Q: 3 clusters Score -6496014 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -6496162.000000 Penalty: 5495.183594
	Iteration 16Q: 3 clusters Score -6496162 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -6496276.500000 Penalty: 5495.183594
	Iteration 17Q: 3 clusters Score -6496276 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -6496328.500000 Penalty: 5495.183594
	Iteration 18Q: 3 clusters Score -6496328 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -6496332.500000 Penalty: 5495.183594
	Iteration 19Q: 3 clusters Score -6496332 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -6496376.000000 Penalty: 5495.183594
	Iteration 20F: 3 clusters Score -6496376 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -6496360.000000 Penalty: 5495.183594
	Iteration 21Q: 3 clusters Score -6496360 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -6496381.000000 Penalty: 5495.183594
	Iteration 22Q: 3 clusters Score -6496381 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -6496370.500000 Penalty: 5495.183594
	Iteration 23Q: 3 clusters Score -6496370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -6496374.500000 Penalty: 5495.183594
	Iteration 24Q: 3 clusters Score -6496374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -6496384.500000 Penalty: 5495.183594
	Iteration 25Q: 3 clusters Score -6496384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -6496393.500000 Penalty: 5495.183594
	Iteration 26Q: 3 clusters Score -6496394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -6496391.500000 Penalty: 5495.183594
	Iteration 27Q: 3 clusters Score -6496392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -6496399.500000 Penalty: 5495.183594
	Iteration 28Q: 3 clusters Score -6496400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -6496396.500000 Penalty: 5495.183594
	Iteration 29Q: 3 clusters Score -6496396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -6496394.500000 Penalty: 5495.183594
	Iteration 30Q: 3 clusters Score -6496394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -6496390.000000 Penalty: 5495.183594
	Iteration 31Q: 3 clusters Score -6496390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -6496397.500000 Penalty: 5495.183594
	Iteration 32Q: 3 clusters Score -6496398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -6496395.000000 Penalty: 5495.183594
	Iteration 33Q: 3 clusters Score -6496395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -6496395.000000 Penalty: 5495.183594
	Iteration 34Q: 3 clusters Score -6496395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -6496388.500000 Penalty: 5495.183594
	Iteration 35Q: 3 clusters Score -6496388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -6496381.500000 Penalty: 5495.183594
	Iteration 36Q: 3 clusters Score -6496382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -6496385.500000 Penalty: 5495.183594
	Iteration 37Q: 3 clusters Score -6496386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -6496386.500000 Penalty: 5495.183594
	Iteration 38Q: 3 clusters Score -6496386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -6496385.000000 Penalty: 5495.183594
	Iteration 39Q: 3 clusters Score -6496385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -6496379.500000 Penalty: 5495.183594
	Iteration 40F: 3 clusters Score -6496380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -6496380.000000 Penalty: 5495.183594
	Iteration 41Q: 3 clusters Score -6496380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -6496381.000000 Penalty: 5495.183594
	Iteration 42Q: 3 clusters Score -6496381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -6496379.500000 Penalty: 5495.183594
	Iteration 43Q: 3 clusters Score -6496380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -6496382.500000 Penalty: 5495.183594
	Iteration 44Q: 3 clusters Score -6496382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -6496385.500000 Penalty: 5495.183594
	Iteration 45Q: 3 clusters Score -6496386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -6496385.500000 Penalty: 5495.183594
	Iteration 46F: 3 clusters Score -6496386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Entering Unmasked Estep 
Score: -4328134.500000 Penalty: 2644.025391
	Iteration 0F: 2 clusters Score -4328134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -4299290.500000 Penalty: 5288.050781
	Iteration 0F: 3 clusters Score -4299290 nChanged 19634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -4310088.500000 Penalty: 5288.050781
	Iteration 1F: 3 clusters Score -4310088 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -4310672.000000 Penalty: 5288.050781
	Iteration 2Q: 3 clusters Score -4310672 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4311345.500000 Penalty: 5288.050781
	Iteration 3Q: 3 clusters Score -4311346 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -4312009.500000 Penalty: 5288.050781
	Iteration 4Q: 3 clusters Score -4312010 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -4312823.000000 Penalty: 5288.050781
	Iteration 5Q: 3 clusters Score -4312823 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -4313908.000000 Penalty: 5288.050781
	Iteration 6Q: 3 clusters Score -4313908 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -4315397.500000 Penalty: 5288.050781
	Iteration 7F: 3 clusters Score -4315398 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -4317366.500000 Penalty: 5288.050781
	Iteration 8F: 3 clusters Score -4317366 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -4319185.000000 Penalty: 5288.050781
	Iteration 9F: 3 clusters Score -4319185 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -4320344.000000 Penalty: 5288.050781
	Iteration 10Q: 3 clusters Score -4320344 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -4320896.500000 Penalty: 5288.050781
	Iteration 11Q: 3 clusters Score -4320896 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -4321252.500000 Penalty: 5288.050781
	Iteration 12Q: 3 clusters Score -4321252 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4321529.500000 Penalty: 5288.050781
	Iteration 13Q: 3 clusters Score -4321530 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -4321810.500000 Penalty: 5288.050781
	Iteration 14Q: 3 clusters Score -4321810 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -4322086.000000 Penalty: 5288.050781
	Iteration 15Q: 3 clusters Score -4322086 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -4322356.000000 Penalty: 5288.050781
	Iteration 16Q: 3 clusters Score -4322356 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -4322618.500000 Penalty: 5288.050781
	Iteration 17Q: 3 clusters Score -4322618 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -4322871.000000 Penalty: 5288.050781
	Iteration 18Q: 3 clusters Score -4322871 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4323099.500000 Penalty: 5288.050781
	Iteration 19Q: 3 clusters Score -4323100 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4323302.500000 Penalty: 5288.050781
	Iteration 20F: 3 clusters Score -4323302 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -4323491.000000 Penalty: 5288.050781
	Iteration 21Q: 3 clusters Score -4323491 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4323675.000000 Penalty: 5288.050781
	Iteration 22Q: 3 clusters Score -4323675 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4323874.000000 Penalty: 5288.050781
	Iteration 23Q: 3 clusters Score -4323874 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -4324037.500000 Penalty: 5288.050781
	Iteration 24Q: 3 clusters Score -4324038 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -4324221.500000 Penalty: 5288.050781
	Iteration 25Q: 3 clusters Score -4324222 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -4324359.000000 Penalty: 5288.050781
	Iteration 26Q: 3 clusters Score -4324359 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -4324472.500000 Penalty: 5288.050781
	Iteration 27Q: 3 clusters Score -4324472 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -4324572.000000 Penalty: 5288.050781
	Iteration 28Q: 3 clusters Score -4324572 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -4324644.500000 Penalty: 5288.050781
	Iteration 29Q: 3 clusters Score -4324644 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -4324711.500000 Penalty: 5288.050781
	Iteration 30Q: 3 clusters Score -4324712 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -4324784.500000 Penalty: 5288.050781
	Iteration 31Q: 3 clusters Score -4324784 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -4324869.500000 Penalty: 5288.050781
	Iteration 32Q: 3 clusters Score -4324870 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -4324935.000000 Penalty: 5288.050781
	Iteration 33Q: 3 clusters Score -4324935 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -4324995.500000 Penalty: 5288.050781
	Iteration 34Q: 3 clusters Score -4324996 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -4325053.000000 Penalty: 5288.050781
	Iteration 35Q: 3 clusters Score -4325053 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -4325095.000000 Penalty: 5288.050781
	Iteration 36Q: 3 clusters Score -4325095 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -4325144.000000 Penalty: 5288.050781
	Iteration 37Q: 3 clusters Score -4325144 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -4325182.000000 Penalty: 5288.050781
	Iteration 38Q: 3 clusters Score -4325182 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -4325222.500000 Penalty: 5288.050781
	Iteration 39Q: 3 clusters Score -4325222 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -4325263.500000 Penalty: 5288.050781
	Iteration 40F: 3 clusters Score -4325264 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -4325304.500000 Penalty: 5288.050781
	Iteration 41Q: 3 clusters Score -4325304 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -4325335.000000 Penalty: 5288.050781
	Iteration 42Q: 3 clusters Score -4325335 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -4325366.000000 Penalty: 5288.050781
	Iteration 43Q: 3 clusters Score -4325366 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -4325408.000000 Penalty: 5288.050781
	Iteration 44Q: 3 clusters Score -4325408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -4325442.000000 Penalty: 5288.050781
	Iteration 45Q: 3 clusters Score -4325442 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -4325481.500000 Penalty: 5288.050781
	Iteration 46Q: 3 clusters Score -4325482 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -4325501.500000 Penalty: 5288.050781
	Iteration 47Q: 3 clusters Score -4325502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -4325527.000000 Penalty: 5288.050781
	Iteration 48Q: 3 clusters Score -4325527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -4325554.000000 Penalty: 5288.050781
	Iteration 49Q: 3 clusters Score -4325554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -4325582.000000 Penalty: 5288.050781
	Iteration 50Q: 3 clusters Score -4325582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -4325596.000000 Penalty: 5288.050781
	Iteration 51Q: 3 clusters Score -4325596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -4325602.500000 Penalty: 5288.050781
	Iteration 52Q: 3 clusters Score -4325602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -4325616.500000 Penalty: 5288.050781
	Iteration 53Q: 3 clusters Score -4325616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -4325636.500000 Penalty: 5288.050781
	Iteration 54Q: 3 clusters Score -4325636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -4325641.000000 Penalty: 5288.050781
	Iteration 55Q: 3 clusters Score -4325641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -4325652.000000 Penalty: 5288.050781
	Iteration 56Q: 3 clusters Score -4325652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -4325660.500000 Penalty: 5288.050781
	Iteration 57Q: 3 clusters Score -4325660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -4325662.500000 Penalty: 5288.050781
	Iteration 58Q: 3 clusters Score -4325662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -4325681.500000 Penalty: 5288.050781
	Iteration 59Q: 3 clusters Score -4325682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -4325691.000000 Penalty: 5288.050781
	Iteration 60F: 3 clusters Score -4325691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -4325699.500000 Penalty: 5288.050781
	Iteration 61Q: 3 clusters Score -4325700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -4325727.500000 Penalty: 5288.050781
	Iteration 62Q: 3 clusters Score -4325728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -4325733.500000 Penalty: 5288.050781
	Iteration 63Q: 3 clusters Score -4325734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -4325753.000000 Penalty: 5288.050781
	Iteration 64Q: 3 clusters Score -4325753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -4325775.000000 Penalty: 5288.050781
	Iteration 65Q: 3 clusters Score -4325775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -4325776.500000 Penalty: 5288.050781
	Iteration 66Q: 3 clusters Score -4325776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -4325787.000000 Penalty: 5288.050781
	Iteration 67Q: 3 clusters Score -4325787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -4325792.000000 Penalty: 5288.050781
	Iteration 68Q: 3 clusters Score -4325792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -4325794.500000 Penalty: 5288.050781
	Iteration 69Q: 3 clusters Score -4325794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -4325797.000000 Penalty: 5288.050781
	Iteration 70Q: 3 clusters Score -4325797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -4325796.500000 Penalty: 5288.050781
	Iteration 71Q: 3 clusters Score -4325796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -4325795.000000 Penalty: 5288.050781
	Iteration 72Q: 3 clusters Score -4325795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -4325804.000000 Penalty: 5288.050781
	Iteration 73Q: 3 clusters Score -4325804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -4325805.500000 Penalty: 5288.050781
	Iteration 74Q: 3 clusters Score -4325806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -4325805.000000 Penalty: 5288.050781
	Iteration 75Q: 3 clusters Score -4325805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -4325802.000000 Penalty: 5288.050781
	Iteration 76Q: 3 clusters Score -4325802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -4325805.500000 Penalty: 5288.050781
	Iteration 77Q: 3 clusters Score -4325806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -4325812.000000 Penalty: 5288.050781
	Iteration 78Q: 3 clusters Score -4325812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -4325813.500000 Penalty: 5288.050781
	Iteration 79Q: 3 clusters Score -4325814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -4325813.500000 Penalty: 5288.050781
	Iteration 80F: 3 clusters Score -4325814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -4325816.000000 Penalty: 5288.050781
	Iteration 81Q: 3 clusters Score -4325816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -4325813.000000 Penalty: 5288.050781
	Iteration 82Q: 3 clusters Score -4325813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -4325813.000000 Penalty: 5288.050781
	Iteration 83F: 3 clusters Score -4325813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (196472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196472 members 
Entering Unmasked Estep 
Score: -19822638.000000 Penalty: 3022.692383
	Iteration 0F: 2 clusters Score -1.982264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98397 members 
Mstep: Class 2 contains 98075 members 
Entering Unmasked Estep 
Score: -19691294.000000 Penalty: 6045.384766
	Iteration 0F: 3 clusters Score -1.969129e+07 nChanged 94320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100477 members 
Mstep: Class 2 contains 95995 members 
Entering Unmasked Estep 
Score: -19746456.000000 Penalty: 6045.384766
	Iteration 1F: 3 clusters Score -1.974646e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101922 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -19747470.000000 Penalty: 6045.384766
	Iteration 2Q: 3 clusters Score -1.974747e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104215 members 
Mstep: Class 2 contains 92257 members 
Entering Unmasked Estep 
Score: -19748332.000000 Penalty: 6045.384766
	Iteration 3Q: 3 clusters Score -1.974833e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107885 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
Score: -19749766.000000 Penalty: 6045.384766
	Iteration 4Q: 3 clusters Score -1.974977e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113468 members 
Mstep: Class 2 contains 83004 members 
Entering Unmasked Estep 
Score: -19752136.000000 Penalty: 6045.384766
	Iteration 5Q: 3 clusters Score -1.975214e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121648 members 
Mstep: Class 2 contains 74824 members 
Entering Unmasked Estep 
Score: -19756434.000000 Penalty: 6045.384766
	Iteration 6Q: 3 clusters Score -1.975643e+07 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -19763422.000000 Penalty: 6045.384766
	Iteration 7F: 3 clusters Score -1.976342e+07 nChanged 14978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147963 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -19774960.000000 Penalty: 6045.384766
	Iteration 8F: 3 clusters Score -1.977496e+07 nChanged 16399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164326 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -19789490.000000 Penalty: 6045.384766
	Iteration 9F: 3 clusters Score -1.978949e+07 nChanged 14305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178627 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -19803034.000000 Penalty: 6045.384766
	Iteration 10F: 3 clusters Score -1.980303e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188471 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -19812514.000000 Penalty: 6045.384766
	Iteration 11F: 3 clusters Score -1.981251e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193502 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -19817288.000000 Penalty: 6045.384766
	Iteration 12Q: 3 clusters Score -1.981729e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195427 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -19819026.000000 Penalty: 6045.384766
	Iteration 13Q: 3 clusters Score -1.981903e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195994 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -19819526.000000 Penalty: 6045.384766
	Iteration 14Q: 3 clusters Score -1.981953e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196141 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19819742.000000 Penalty: 6045.384766
	Iteration 15Q: 3 clusters Score -1.981974e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196187 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19819834.000000 Penalty: 6045.384766
	Iteration 16Q: 3 clusters Score -1.981983e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196213 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19819882.000000 Penalty: 6045.384766
	Iteration 17Q: 3 clusters Score -1.981988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196229 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19819898.000000 Penalty: 6045.384766
	Iteration 18Q: 3 clusters Score -1.98199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196241 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19819916.000000 Penalty: 6045.384766
	Iteration 19Q: 3 clusters Score -1.981992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196249 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19819958.000000 Penalty: 6045.384766
	Iteration 20F: 3 clusters Score -1.981996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196255 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19819970.000000 Penalty: 6045.384766
	Iteration 21Q: 3 clusters Score -1.981997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196256 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19819964.000000 Penalty: 6045.384766
	Iteration 22Q: 3 clusters Score -1.981996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196257 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19819968.000000 Penalty: 6045.384766
	Iteration 23Q: 3 clusters Score -1.981997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196259 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19819982.000000 Penalty: 6045.384766
	Iteration 24Q: 3 clusters Score -1.981998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196260 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19819988.000000 Penalty: 6045.384766
	Iteration 25Q: 3 clusters Score -1.981999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196260 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19820002.000000 Penalty: 6045.384766
	Iteration 26Q: 3 clusters Score -1.982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196260 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19820002.000000 Penalty: 6045.384766
	Iteration 27F: 3 clusters Score -1.982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Entering Unmasked Estep 
Score: -1912684.750000 Penalty: 2446.843506
	Iteration 0F: 2 clusters Score -1912685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1898953.625000 Penalty: 4893.687012
	Iteration 0F: 3 clusters Score -1898954 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1903517.500000 Penalty: 4893.687012
	Iteration 1F: 3 clusters Score -1903518 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1904047.750000 Penalty: 4893.687012
	Iteration 2F: 3 clusters Score -1904048 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1904571.500000 Penalty: 4893.687012
	Iteration 3F: 3 clusters Score -1904572 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1905197.000000 Penalty: 4893.687012
	Iteration 4F: 3 clusters Score -1905197 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1905895.125000 Penalty: 4893.687012
	Iteration 5F: 3 clusters Score -1905895 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1906653.125000 Penalty: 4893.687012
	Iteration 6F: 3 clusters Score -1906653 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1907447.750000 Penalty: 4893.687012
	Iteration 7F: 3 clusters Score -1907448 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1908278.500000 Penalty: 4893.687012
	Iteration 8F: 3 clusters Score -1908278 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1908997.125000 Penalty: 4893.687012
	Iteration 9Q: 3 clusters Score -1908997 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1909552.500000 Penalty: 4893.687012
	Iteration 10Q: 3 clusters Score -1909552 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1909942.875000 Penalty: 4893.687012
	Iteration 11Q: 3 clusters Score -1909943 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -1910236.625000 Penalty: 4893.687012
	Iteration 12Q: 3 clusters Score -1910237 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1910445.375000 Penalty: 4893.687012
	Iteration 13Q: 3 clusters Score -1910445 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -1910589.125000 Penalty: 4893.687012
	Iteration 14Q: 3 clusters Score -1910589 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -1910716.875000 Penalty: 4893.687012
	Iteration 15Q: 3 clusters Score -1910717 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -1910802.750000 Penalty: 4893.687012
	Iteration 16Q: 3 clusters Score -1910803 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1910895.625000 Penalty: 4893.687012
	Iteration 17Q: 3 clusters Score -1910896 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1910981.875000 Penalty: 4893.687012
	Iteration 18Q: 3 clusters Score -1910982 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1911039.875000 Penalty: 4893.687012
	Iteration 19Q: 3 clusters Score -1911040 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1911132.250000 Penalty: 4893.687012
	Iteration 20F: 3 clusters Score -1911132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -1911265.000000 Penalty: 4893.687012
	Iteration 21Q: 3 clusters Score -1911265 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -1911386.250000 Penalty: 4893.687012
	Iteration 22Q: 3 clusters Score -1911386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -1911523.500000 Penalty: 4893.687012
	Iteration 23Q: 3 clusters Score -1911524 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1911647.125000 Penalty: 4893.687012
	Iteration 24Q: 3 clusters Score -1911647 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1911755.500000 Penalty: 4893.687012
	Iteration 25Q: 3 clusters Score -1911756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1911813.125000 Penalty: 4893.687012
	Iteration 26Q: 3 clusters Score -1911813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -1911830.500000 Penalty: 4893.687012
	Iteration 27Q: 3 clusters Score -1911830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1911846.875000 Penalty: 4893.687012
	Iteration 28Q: 3 clusters Score -1911847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -1911856.750000 Penalty: 4893.687012
	Iteration 29Q: 3 clusters Score -1911857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -1911855.875000 Penalty: 4893.687012
	Iteration 30Q: 3 clusters Score -1911856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -1911856.250000 Penalty: 4893.687012
	Iteration 31Q: 3 clusters Score -1911856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -1911857.000000 Penalty: 4893.687012
	Iteration 32Q: 3 clusters Score -1911857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -1911859.250000 Penalty: 4893.687012
	Iteration 33Q: 3 clusters Score -1911859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -1911859.250000 Penalty: 4893.687012
	Iteration 34F: 3 clusters Score -1911859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Entering Unmasked Estep 
Score: -1063425.250000 Penalty: 2305.445557
	Iteration 0F: 2 clusters Score -1063425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1055189.375000 Penalty: 4610.891113
	Iteration 0F: 3 clusters Score -1055189 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1057647.750000 Penalty: 4610.891113
	Iteration 1F: 3 clusters Score -1057648 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1057977.875000 Penalty: 4610.891113
	Iteration 2F: 3 clusters Score -1057978 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1058192.750000 Penalty: 4610.891113
	Iteration 3Q: 3 clusters Score -1058193 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1058362.000000 Penalty: 4610.891113
	Iteration 4Q: 3 clusters Score -1058362 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1058501.750000 Penalty: 4610.891113
	Iteration 5Q: 3 clusters Score -1058502 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1058622.750000 Penalty: 4610.891113
	Iteration 6Q: 3 clusters Score -1058623 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1058728.375000 Penalty: 4610.891113
	Iteration 7Q: 3 clusters Score -1058728 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1058840.750000 Penalty: 4610.891113
	Iteration 8Q: 3 clusters Score -1058841 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1058945.875000 Penalty: 4610.891113
	Iteration 9Q: 3 clusters Score -1058946 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1059064.500000 Penalty: 4610.891113
	Iteration 10Q: 3 clusters Score -1059064 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1059194.750000 Penalty: 4610.891113
	Iteration 11Q: 3 clusters Score -1059195 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1059307.500000 Penalty: 4610.891113
	Iteration 12Q: 3 clusters Score -1059308 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1059422.000000 Penalty: 4610.891113
	Iteration 13Q: 3 clusters Score -1059422 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1059532.625000 Penalty: 4610.891113
	Iteration 14Q: 3 clusters Score -1059533 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1059643.875000 Penalty: 4610.891113
	Iteration 15Q: 3 clusters Score -1059644 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1059792.000000 Penalty: 4610.891113
	Iteration 16Q: 3 clusters Score -1059792 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1059951.750000 Penalty: 4610.891113
	Iteration 17Q: 3 clusters Score -1059952 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1060130.125000 Penalty: 4610.891113
	Iteration 18Q: 3 clusters Score -1060130 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1060303.250000 Penalty: 4610.891113
	Iteration 19Q: 3 clusters Score -1060303 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1060438.000000 Penalty: 4610.891113
	Iteration 20F: 3 clusters Score -1060438 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1060519.375000 Penalty: 4610.891113
	Iteration 21Q: 3 clusters Score -1060519 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1060585.500000 Penalty: 4610.891113
	Iteration 22Q: 3 clusters Score -1060586 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1060621.375000 Penalty: 4610.891113
	Iteration 23Q: 3 clusters Score -1060621 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1060644.875000 Penalty: 4610.891113
	Iteration 24Q: 3 clusters Score -1060645 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1060660.750000 Penalty: 4610.891113
	Iteration 25Q: 3 clusters Score -1060661 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1060679.250000 Penalty: 4610.891113
	Iteration 26Q: 3 clusters Score -1060679 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1060700.625000 Penalty: 4610.891113
	Iteration 27Q: 3 clusters Score -1060701 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1060711.125000 Penalty: 4610.891113
	Iteration 28Q: 3 clusters Score -1060711 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1060726.875000 Penalty: 4610.891113
	Iteration 29Q: 3 clusters Score -1060727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1060732.250000 Penalty: 4610.891113
	Iteration 30Q: 3 clusters Score -1060732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1060737.125000 Penalty: 4610.891113
	Iteration 31Q: 3 clusters Score -1060737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1060743.250000 Penalty: 4610.891113
	Iteration 32Q: 3 clusters Score -1060743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1060749.125000 Penalty: 4610.891113
	Iteration 33Q: 3 clusters Score -1060749 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1060758.875000 Penalty: 4610.891113
	Iteration 34Q: 3 clusters Score -1060759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1060763.125000 Penalty: 4610.891113
	Iteration 35Q: 3 clusters Score -1060763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1060769.500000 Penalty: 4610.891113
	Iteration 36Q: 3 clusters Score -1060770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1060774.750000 Penalty: 4610.891113
	Iteration 37Q: 3 clusters Score -1060775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1060780.625000 Penalty: 4610.891113
	Iteration 38Q: 3 clusters Score -1060781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1060783.375000 Penalty: 4610.891113
	Iteration 39Q: 3 clusters Score -1060783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1060787.625000 Penalty: 4610.891113
	Iteration 40F: 3 clusters Score -1060788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1060789.500000 Penalty: 4610.891113
	Iteration 41Q: 3 clusters Score -1060790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1060791.625000 Penalty: 4610.891113
	Iteration 42Q: 3 clusters Score -1060792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1060792.750000 Penalty: 4610.891113
	Iteration 43Q: 3 clusters Score -1060793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1060794.375000 Penalty: 4610.891113
	Iteration 44Q: 3 clusters Score -1060794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1060794.750000 Penalty: 4610.891113
	Iteration 45Q: 3 clusters Score -1060795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1060796.750000 Penalty: 4610.891113
	Iteration 46Q: 3 clusters Score -1060797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1060796.375000 Penalty: 4610.891113
	Iteration 47Q: 3 clusters Score -1060796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1060795.750000 Penalty: 4610.891113
	Iteration 48Q: 3 clusters Score -1060796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1060795.000000 Penalty: 4610.891113
	Iteration 49Q: 3 clusters Score -1060795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1060795.000000 Penalty: 4610.891113
	Iteration 50F: 3 clusters Score -1060795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Entering Unmasked Estep 
Score: -537162.250000 Penalty: 2137.205078
	Iteration 0F: 2 clusters Score -537162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -532293.750000 Penalty: 4274.410156
	Iteration 0F: 3 clusters Score -532293.8 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -533525.687500 Penalty: 4274.410156
	Iteration 1F: 3 clusters Score -533525.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -533798.062500 Penalty: 4274.410156
	Iteration 2F: 3 clusters Score -533798.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -533999.875000 Penalty: 4274.410156
	Iteration 3F: 3 clusters Score -533999.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -534172.000000 Penalty: 4274.410156
	Iteration 4F: 3 clusters Score -534172 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -534338.000000 Penalty: 4274.410156
	Iteration 5Q: 3 clusters Score -534338 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -534507.750000 Penalty: 4274.410156
	Iteration 6Q: 3 clusters Score -534507.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -534687.000000 Penalty: 4274.410156
	Iteration 7Q: 3 clusters Score -534687 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -534844.437500 Penalty: 4274.410156
	Iteration 8Q: 3 clusters Score -534844.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -534975.625000 Penalty: 4274.410156
	Iteration 9Q: 3 clusters Score -534975.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -535113.937500 Penalty: 4274.410156
	Iteration 10Q: 3 clusters Score -535113.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -535240.625000 Penalty: 4274.410156
	Iteration 11Q: 3 clusters Score -535240.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -535343.937500 Penalty: 4274.410156
	Iteration 12Q: 3 clusters Score -535343.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -535429.812500 Penalty: 4274.410156
	Iteration 13Q: 3 clusters Score -535429.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -535512.250000 Penalty: 4274.410156
	Iteration 14Q: 3 clusters Score -535512.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -535586.250000 Penalty: 4274.410156
	Iteration 15Q: 3 clusters Score -535586.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -535651.125000 Penalty: 4274.410156
	Iteration 16Q: 3 clusters Score -535651.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -535680.687500 Penalty: 4274.410156
	Iteration 17Q: 3 clusters Score -535680.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -535704.187500 Penalty: 4274.410156
	Iteration 18Q: 3 clusters Score -535704.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -535724.187500 Penalty: 4274.410156
	Iteration 19Q: 3 clusters Score -535724.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -535735.812500 Penalty: 4274.410156
	Iteration 20F: 3 clusters Score -535735.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -535745.000000 Penalty: 4274.410156
	Iteration 21Q: 3 clusters Score -535745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -535746.937500 Penalty: 4274.410156
	Iteration 22Q: 3 clusters Score -535746.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -535753.625000 Penalty: 4274.410156
	Iteration 23Q: 3 clusters Score -535753.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -535756.000000 Penalty: 4274.410156
	Iteration 24Q: 3 clusters Score -535756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -535757.062500 Penalty: 4274.410156
	Iteration 25Q: 3 clusters Score -535757.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -535758.937500 Penalty: 4274.410156
	Iteration 26Q: 3 clusters Score -535758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -535759.062500 Penalty: 4274.410156
	Iteration 27Q: 3 clusters Score -535759.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -535760.812500 Penalty: 4274.410156
	Iteration 28Q: 3 clusters Score -535760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -535762.375000 Penalty: 4274.410156
	Iteration 29Q: 3 clusters Score -535762.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -535764.312500 Penalty: 4274.410156
	Iteration 30Q: 3 clusters Score -535764.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -535764.312500 Penalty: 4274.410156
	Iteration 31F: 3 clusters Score -535764.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (71063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Entering Unmasked Estep 
Score: -7213215.500000 Penalty: 2770.487793
	Iteration 0F: 2 clusters Score -7213216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -7165494.500000 Penalty: 5540.975586
	Iteration 0F: 3 clusters Score -7165494 nChanged 33299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -7184103.000000 Penalty: 5540.975586
	Iteration 1F: 3 clusters Score -7184103 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -7184850.500000 Penalty: 5540.975586
	Iteration 2Q: 3 clusters Score -7184850 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -7185670.500000 Penalty: 5540.975586
	Iteration 3Q: 3 clusters Score -7185670 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -7186711.500000 Penalty: 5540.975586
	Iteration 4Q: 3 clusters Score -7186712 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -7188343.000000 Penalty: 5540.975586
	Iteration 5Q: 3 clusters Score -7188343 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -7190935.500000 Penalty: 5540.975586
	Iteration 6F: 3 clusters Score -7190936 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -7194857.000000 Penalty: 5540.975586
	Iteration 7F: 3 clusters Score -7194857 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 57238 members 
Entering Unmasked Estep 
Score: -7199643.000000 Penalty: 5540.975586
	Iteration 8F: 3 clusters Score -7199643 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 61464 members 
Entering Unmasked Estep 
Score: -7203894.000000 Penalty: 5540.975586
	Iteration 9F: 3 clusters Score -7203894 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -7206831.000000 Penalty: 5540.975586
	Iteration 10Q: 3 clusters Score -7206831 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 65699 members 
Entering Unmasked Estep 
Score: -7208266.000000 Penalty: 5540.975586
	Iteration 11Q: 3 clusters Score -7208266 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 66574 members 
Entering Unmasked Estep 
Score: -7208987.000000 Penalty: 5540.975586
	Iteration 12Q: 3 clusters Score -7208987 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -7209435.500000 Penalty: 5540.975586
	Iteration 13Q: 3 clusters Score -7209436 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -7209714.500000 Penalty: 5540.975586
	Iteration 14Q: 3 clusters Score -7209714 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -7209891.000000 Penalty: 5540.975586
	Iteration 15Q: 3 clusters Score -7209891 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -7210053.000000 Penalty: 5540.975586
	Iteration 16Q: 3 clusters Score -7210053 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 68604 members 
Entering Unmasked Estep 
Score: -7210165.500000 Penalty: 5540.975586
	Iteration 17Q: 3 clusters Score -7210166 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -7210269.000000 Penalty: 5540.975586
	Iteration 18Q: 3 clusters Score -7210269 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -7210334.500000 Penalty: 5540.975586
	Iteration 19Q: 3 clusters Score -7210334 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 69172 members 
Entering Unmasked Estep 
Score: -7210370.000000 Penalty: 5540.975586
	Iteration 20F: 3 clusters Score -7210370 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -7210440.000000 Penalty: 5540.975586
	Iteration 21Q: 3 clusters Score -7210440 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -7210490.500000 Penalty: 5540.975586
	Iteration 22Q: 3 clusters Score -7210490 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -7210532.500000 Penalty: 5540.975586
	Iteration 23Q: 3 clusters Score -7210532 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -7210568.000000 Penalty: 5540.975586
	Iteration 24Q: 3 clusters Score -7210568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -7210603.500000 Penalty: 5540.975586
	Iteration 25Q: 3 clusters Score -7210604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -7210624.500000 Penalty: 5540.975586
	Iteration 26Q: 3 clusters Score -7210624 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -7210670.500000 Penalty: 5540.975586
	Iteration 27Q: 3 clusters Score -7210670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 69833 members 
Entering Unmasked Estep 
Score: -7210685.000000 Penalty: 5540.975586
	Iteration 28Q: 3 clusters Score -7210685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -7210701.500000 Penalty: 5540.975586
	Iteration 29Q: 3 clusters Score -7210702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -7210707.000000 Penalty: 5540.975586
	Iteration 30Q: 3 clusters Score -7210707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -7210724.000000 Penalty: 5540.975586
	Iteration 31Q: 3 clusters Score -7210724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -7210732.500000 Penalty: 5540.975586
	Iteration 32Q: 3 clusters Score -7210732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -7210741.000000 Penalty: 5540.975586
	Iteration 33Q: 3 clusters Score -7210741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -7210752.500000 Penalty: 5540.975586
	Iteration 34Q: 3 clusters Score -7210752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 70011 members 
Entering Unmasked Estep 
Score: -7210765.500000 Penalty: 5540.975586
	Iteration 35Q: 3 clusters Score -7210766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -7210778.000000 Penalty: 5540.975586
	Iteration 36Q: 3 clusters Score -7210778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -7210795.000000 Penalty: 5540.975586
	Iteration 37Q: 3 clusters Score -7210795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 70063 members 
Entering Unmasked Estep 
Score: -7210786.500000 Penalty: 5540.975586
	Iteration 38Q: 3 clusters Score -7210786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 70076 members 
Entering Unmasked Estep 
Score: -7210782.000000 Penalty: 5540.975586
	Iteration 39Q: 3 clusters Score -7210782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -7210793.000000 Penalty: 5540.975586
	Iteration 40F: 3 clusters Score -7210793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 70101 members 
Entering Unmasked Estep 
Score: -7210798.500000 Penalty: 5540.975586
	Iteration 41Q: 3 clusters Score -7210798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -7210803.000000 Penalty: 5540.975586
	Iteration 42Q: 3 clusters Score -7210803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -7210799.000000 Penalty: 5540.975586
	Iteration 43Q: 3 clusters Score -7210799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 70128 members 
Entering Unmasked Estep 
Score: -7210788.500000 Penalty: 5540.975586
	Iteration 44Q: 3 clusters Score -7210788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -7210794.000000 Penalty: 5540.975586
	Iteration 45Q: 3 clusters Score -7210794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -7210805.500000 Penalty: 5540.975586
	Iteration 46Q: 3 clusters Score -7210806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -7210805.000000 Penalty: 5540.975586
	Iteration 47Q: 3 clusters Score -7210805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -7210802.000000 Penalty: 5540.975586
	Iteration 48Q: 3 clusters Score -7210802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 70158 members 
Entering Unmasked Estep 
Score: -7210804.500000 Penalty: 5540.975586
	Iteration 49Q: 3 clusters Score -7210804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
Score: -7210806.000000 Penalty: 5540.975586
	Iteration 50Q: 3 clusters Score -7210806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 70165 members 
Entering Unmasked Estep 
Score: -7210813.000000 Penalty: 5540.975586
	Iteration 51Q: 3 clusters Score -7210813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -7210816.000000 Penalty: 5540.975586
	Iteration 52Q: 3 clusters Score -7210816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 70173 members 
Entering Unmasked Estep 
Score: -7210816.000000 Penalty: 5540.975586
	Iteration 53Q: 3 clusters Score -7210816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 70174 members 
Entering Unmasked Estep 
Score: -7210817.500000 Penalty: 5540.975586
	Iteration 54Q: 3 clusters Score -7210818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 70174 members 
Entering Unmasked Estep 
Score: -7210817.500000 Penalty: 5540.975586
	Iteration 55F: 3 clusters Score -7210818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (259697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259697 members 
Entering Unmasked Estep 
Score: -26078958.000000 Penalty: 3091.883057
	Iteration 0F: 2 clusters Score -2.607896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129854 members 
Mstep: Class 2 contains 129843 members 
Entering Unmasked Estep 
Score: -25909710.000000 Penalty: 6183.766113
	Iteration 0F: 3 clusters Score -2.590971e+07 nChanged 124962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128792 members 
Mstep: Class 2 contains 130905 members 
Entering Unmasked Estep 
Score: -25983266.000000 Penalty: 6183.766113
	Iteration 1F: 3 clusters Score -2.598327e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128275 members 
Mstep: Class 2 contains 131422 members 
Entering Unmasked Estep 
Score: -25984122.000000 Penalty: 6183.766113
	Iteration 2Q: 3 clusters Score -2.598412e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127548 members 
Mstep: Class 2 contains 132149 members 
Entering Unmasked Estep 
Score: -25984834.000000 Penalty: 6183.766113
	Iteration 3Q: 3 clusters Score -2.598483e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126551 members 
Mstep: Class 2 contains 133146 members 
Entering Unmasked Estep 
Score: -25985758.000000 Penalty: 6183.766113
	Iteration 4Q: 3 clusters Score -2.598576e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125096 members 
Mstep: Class 2 contains 134601 members 
Entering Unmasked Estep 
Score: -25986798.000000 Penalty: 6183.766113
	Iteration 5Q: 3 clusters Score -2.59868e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122870 members 
Mstep: Class 2 contains 136827 members 
Entering Unmasked Estep 
Score: -25988274.000000 Penalty: 6183.766113
	Iteration 6Q: 3 clusters Score -2.598827e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119584 members 
Mstep: Class 2 contains 140113 members 
Entering Unmasked Estep 
Score: -25990374.000000 Penalty: 6183.766113
	Iteration 7Q: 3 clusters Score -2.599037e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114488 members 
Mstep: Class 2 contains 145209 members 
Entering Unmasked Estep 
Score: -25993144.000000 Penalty: 6183.766113
	Iteration 8Q: 3 clusters Score -2.599314e+07 nChanged 11052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106758 members 
Mstep: Class 2 contains 152939 members 
Entering Unmasked Estep 
Score: -25997264.000000 Penalty: 6183.766113
	Iteration 9Q: 3 clusters Score -2.599726e+07 nChanged 13456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95790 members 
Mstep: Class 2 contains 163907 members 
Entering Unmasked Estep 
Score: -26003572.000000 Penalty: 6183.766113
	Iteration 10F: 3 clusters Score -2.600357e+07 nChanged 16137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 178316 members 
Entering Unmasked Estep 
Score: -26013384.000000 Penalty: 6183.766113
	Iteration 11F: 3 clusters Score -2.601338e+07 nChanged 18454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 196000 members 
Entering Unmasked Estep 
Score: -26026032.000000 Penalty: 6183.766113
	Iteration 12F: 3 clusters Score -2.602603e+07 nChanged 18759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 214521 members 
Entering Unmasked Estep 
Score: -26039924.000000 Penalty: 6183.766113
	Iteration 13F: 3 clusters Score -2.603992e+07 nChanged 16093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 230548 members 
Entering Unmasked Estep 
Score: -26053054.000000 Penalty: 6183.766113
	Iteration 14F: 3 clusters Score -2.605305e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 242105 members 
Entering Unmasked Estep 
Score: -26063458.000000 Penalty: 6183.766113
	Iteration 15Q: 3 clusters Score -2.606346e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 248863 members 
Entering Unmasked Estep 
Score: -26069984.000000 Penalty: 6183.766113
	Iteration 16Q: 3 clusters Score -2.606998e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 252317 members 
Entering Unmasked Estep 
Score: -26073178.000000 Penalty: 6183.766113
	Iteration 17Q: 3 clusters Score -2.607318e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 253988 members 
Entering Unmasked Estep 
Score: -26074878.000000 Penalty: 6183.766113
	Iteration 18Q: 3 clusters Score -2.607488e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 254936 members 
Entering Unmasked Estep 
Score: -26075698.000000 Penalty: 6183.766113
	Iteration 19Q: 3 clusters Score -2.60757e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 255536 members 
Entering Unmasked Estep 
Score: -26076038.000000 Penalty: 6183.766113
	Iteration 20F: 3 clusters Score -2.607604e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 255959 members 
Entering Unmasked Estep 
Score: -26076348.000000 Penalty: 6183.766113
	Iteration 21Q: 3 clusters Score -2.607635e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 256265 members 
Entering Unmasked Estep 
Score: -26076462.000000 Penalty: 6183.766113
	Iteration 22Q: 3 clusters Score -2.607646e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 256503 members 
Entering Unmasked Estep 
Score: -26076610.000000 Penalty: 6183.766113
	Iteration 23Q: 3 clusters Score -2.607661e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 256690 members 
Entering Unmasked Estep 
Score: -26076692.000000 Penalty: 6183.766113
	Iteration 24Q: 3 clusters Score -2.607669e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 256842 members 
Entering Unmasked Estep 
Score: -26076690.000000 Penalty: 6183.766113
	Iteration 25Q: 3 clusters Score -2.607669e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 256953 members 
Entering Unmasked Estep 
Score: -26076744.000000 Penalty: 6183.766113
	Iteration 26Q: 3 clusters Score -2.607674e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 257053 members 
Entering Unmasked Estep 
Score: -26076784.000000 Penalty: 6183.766113
	Iteration 27Q: 3 clusters Score -2.607678e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 257133 members 
Entering Unmasked Estep 
Score: -26076852.000000 Penalty: 6183.766113
	Iteration 28Q: 3 clusters Score -2.607685e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 257197 members 
Entering Unmasked Estep 
Score: -26076886.000000 Penalty: 6183.766113
	Iteration 29Q: 3 clusters Score -2.607689e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 257250 members 
Entering Unmasked Estep 
Score: -26076864.000000 Penalty: 6183.766113
	Iteration 30Q: 3 clusters Score -2.607686e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 257293 members 
Entering Unmasked Estep 
Score: -26076876.000000 Penalty: 6183.766113
	Iteration 31Q: 3 clusters Score -2.607688e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 257328 members 
Entering Unmasked Estep 
Score: -26076864.000000 Penalty: 6183.766113
	Iteration 32Q: 3 clusters Score -2.607686e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 257370 members 
Entering Unmasked Estep 
Score: -26076874.000000 Penalty: 6183.766113
	Iteration 33Q: 3 clusters Score -2.607687e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 257402 members 
Entering Unmasked Estep 
Score: -26076888.000000 Penalty: 6183.766113
	Iteration 34Q: 3 clusters Score -2.607689e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 257430 members 
Entering Unmasked Estep 
Score: -26076878.000000 Penalty: 6183.766113
	Iteration 35Q: 3 clusters Score -2.607688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 257451 members 
Entering Unmasked Estep 
Score: -26076880.000000 Penalty: 6183.766113
	Iteration 36Q: 3 clusters Score -2.607688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 257469 members 
Entering Unmasked Estep 
Score: -26076884.000000 Penalty: 6183.766113
	Iteration 37Q: 3 clusters Score -2.607688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 257485 members 
Entering Unmasked Estep 
Score: -26076884.000000 Penalty: 6183.766113
	Iteration 38Q: 3 clusters Score -2.607688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 257506 members 
Entering Unmasked Estep 
Score: -26076886.000000 Penalty: 6183.766113
	Iteration 39Q: 3 clusters Score -2.607689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 257520 members 
Entering Unmasked Estep 
Score: -26076880.000000 Penalty: 6183.766113
	Iteration 40F: 3 clusters Score -2.607688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 257537 members 
Entering Unmasked Estep 
Score: -26076868.000000 Penalty: 6183.766113
	Iteration 41Q: 3 clusters Score -2.607687e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 257554 members 
Entering Unmasked Estep 
Score: -26076876.000000 Penalty: 6183.766113
	Iteration 42Q: 3 clusters Score -2.607688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 257567 members 
Entering Unmasked Estep 
Score: -26076874.000000 Penalty: 6183.766113
	Iteration 43Q: 3 clusters Score -2.607687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 257576 members 
Entering Unmasked Estep 
Score: -26076870.000000 Penalty: 6183.766113
	Iteration 44Q: 3 clusters Score -2.607687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 257586 members 
Entering Unmasked Estep 
Score: -26076850.000000 Penalty: 6183.766113
	Iteration 45Q: 3 clusters Score -2.607685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 257597 members 
Entering Unmasked Estep 
Score: -26076854.000000 Penalty: 6183.766113
	Iteration 46Q: 3 clusters Score -2.607685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 257604 members 
Entering Unmasked Estep 
Score: -26076854.000000 Penalty: 6183.766113
	Iteration 47Q: 3 clusters Score -2.607685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 257614 members 
Entering Unmasked Estep 
Score: -26076870.000000 Penalty: 6183.766113
	Iteration 48Q: 3 clusters Score -2.607687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 257624 members 
Entering Unmasked Estep 
Score: -26076878.000000 Penalty: 6183.766113
	Iteration 49Q: 3 clusters Score -2.607688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 257640 members 
Entering Unmasked Estep 
Score: -26076886.000000 Penalty: 6183.766113
	Iteration 50Q: 3 clusters Score -2.607689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 257652 members 
Entering Unmasked Estep 
Score: -26076874.000000 Penalty: 6183.766113
	Iteration 51Q: 3 clusters Score -2.607687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 257664 members 
Entering Unmasked Estep 
Score: -26076878.000000 Penalty: 6183.766113
	Iteration 52Q: 3 clusters Score -2.607688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 257672 members 
Entering Unmasked Estep 
Score: -26076896.000000 Penalty: 6183.766113
	Iteration 53Q: 3 clusters Score -2.60769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 257678 members 
Entering Unmasked Estep 
Score: -26076926.000000 Penalty: 6183.766113
	Iteration 54Q: 3 clusters Score -2.607693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 257686 members 
Entering Unmasked Estep 
Score: -26076914.000000 Penalty: 6183.766113
	Iteration 55Q: 3 clusters Score -2.607691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 257688 members 
Entering Unmasked Estep 
Score: -26076922.000000 Penalty: 6183.766113
	Iteration 56Q: 3 clusters Score -2.607692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 257694 members 
Entering Unmasked Estep 
Score: -26076922.000000 Penalty: 6183.766113
	Iteration 57Q: 3 clusters Score -2.607692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 257699 members 
Entering Unmasked Estep 
Score: -26076934.000000 Penalty: 6183.766113
	Iteration 58Q: 3 clusters Score -2.607693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 257704 members 
Entering Unmasked Estep 
Score: -26076938.000000 Penalty: 6183.766113
	Iteration 59Q: 3 clusters Score -2.607694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 257711 members 
Entering Unmasked Estep 
Score: -26076902.000000 Penalty: 6183.766113
	Iteration 60F: 3 clusters Score -2.60769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 257719 members 
Entering Unmasked Estep 
Score: -26076892.000000 Penalty: 6183.766113
	Iteration 61Q: 3 clusters Score -2.607689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 257727 members 
Entering Unmasked Estep 
Score: -26076930.000000 Penalty: 6183.766113
	Iteration 62Q: 3 clusters Score -2.607693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 257731 members 
Entering Unmasked Estep 
Score: -26076914.000000 Penalty: 6183.766113
	Iteration 63Q: 3 clusters Score -2.607691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 257733 members 
Entering Unmasked Estep 
Score: -26076910.000000 Penalty: 6183.766113
	Iteration 64Q: 3 clusters Score -2.607691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 257735 members 
Entering Unmasked Estep 
Score: -26076920.000000 Penalty: 6183.766113
	Iteration 65Q: 3 clusters Score -2.607692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 257737 members 
Entering Unmasked Estep 
Score: -26076920.000000 Penalty: 6183.766113
	Iteration 66Q: 3 clusters Score -2.607692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 257738 members 
Entering Unmasked Estep 
Score: -26076916.000000 Penalty: 6183.766113
	Iteration 67Q: 3 clusters Score -2.607692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 257738 members 
Entering Unmasked Estep 
Score: -26076916.000000 Penalty: 6183.766113
	Iteration 68F: 3 clusters Score -2.607692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Entering Unmasked Estep 
Score: -2202793.750000 Penalty: 2484.170410
	Iteration 0F: 2 clusters Score -2202794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2186942.500000 Penalty: 4968.340820
	Iteration 0F: 3 clusters Score -2186942 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2192407.250000 Penalty: 4968.340820
	Iteration 1F: 3 clusters Score -2192407 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2192908.750000 Penalty: 4968.340820
	Iteration 2F: 3 clusters Score -2192909 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2193404.500000 Penalty: 4968.340820
	Iteration 3F: 3 clusters Score -2193404 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2193944.750000 Penalty: 4968.340820
	Iteration 4F: 3 clusters Score -2193945 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2194591.250000 Penalty: 4968.340820
	Iteration 5F: 3 clusters Score -2194591 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2195361.250000 Penalty: 4968.340820
	Iteration 6F: 3 clusters Score -2195361 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2196225.500000 Penalty: 4968.340820
	Iteration 7F: 3 clusters Score -2196226 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2197196.750000 Penalty: 4968.340820
	Iteration 8F: 3 clusters Score -2197197 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2198100.750000 Penalty: 4968.340820
	Iteration 9F: 3 clusters Score -2198101 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2198794.250000 Penalty: 4968.340820
	Iteration 10Q: 3 clusters Score -2198794 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2199326.000000 Penalty: 4968.340820
	Iteration 11Q: 3 clusters Score -2199326 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2199748.000000 Penalty: 4968.340820
	Iteration 12Q: 3 clusters Score -2199748 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2200018.500000 Penalty: 4968.340820
	Iteration 13Q: 3 clusters Score -2200018 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2200183.000000 Penalty: 4968.340820
	Iteration 14Q: 3 clusters Score -2200183 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2200313.250000 Penalty: 4968.340820
	Iteration 15Q: 3 clusters Score -2200313 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2200419.000000 Penalty: 4968.340820
	Iteration 16Q: 3 clusters Score -2200419 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2200496.500000 Penalty: 4968.340820
	Iteration 17Q: 3 clusters Score -2200496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2200545.750000 Penalty: 4968.340820
	Iteration 18Q: 3 clusters Score -2200546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2200588.000000 Penalty: 4968.340820
	Iteration 19Q: 3 clusters Score -2200588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2200628.500000 Penalty: 4968.340820
	Iteration 20F: 3 clusters Score -2200628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2200662.000000 Penalty: 4968.340820
	Iteration 21Q: 3 clusters Score -2200662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2200685.000000 Penalty: 4968.340820
	Iteration 22Q: 3 clusters Score -2200685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2200700.500000 Penalty: 4968.340820
	Iteration 23Q: 3 clusters Score -2200700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2200708.250000 Penalty: 4968.340820
	Iteration 24Q: 3 clusters Score -2200708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2200728.750000 Penalty: 4968.340820
	Iteration 25Q: 3 clusters Score -2200729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2200733.250000 Penalty: 4968.340820
	Iteration 26Q: 3 clusters Score -2200733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2200737.250000 Penalty: 4968.340820
	Iteration 27Q: 3 clusters Score -2200737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2200741.500000 Penalty: 4968.340820
	Iteration 28Q: 3 clusters Score -2200742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2200749.750000 Penalty: 4968.340820
	Iteration 29Q: 3 clusters Score -2200750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2200752.750000 Penalty: 4968.340820
	Iteration 30Q: 3 clusters Score -2200753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2200755.000000 Penalty: 4968.340820
	Iteration 31Q: 3 clusters Score -2200755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2200756.750000 Penalty: 4968.340820
	Iteration 32Q: 3 clusters Score -2200757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2200756.750000 Penalty: 4968.340820
	Iteration 33F: 3 clusters Score -2200757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (166217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166217 members 
Entering Unmasked Estep 
Score: -16741623.000000 Penalty: 2981.220215
	Iteration 0F: 2 clusters Score -1.674162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 83319 members 
Entering Unmasked Estep 
Score: -16630333.000000 Penalty: 5962.440430
	Iteration 0F: 3 clusters Score -1.663033e+07 nChanged 79737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -16676241.000000 Penalty: 5962.440430
	Iteration 1F: 3 clusters Score -1.667624e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77585 members 
Mstep: Class 2 contains 88632 members 
Entering Unmasked Estep 
Score: -16677126.000000 Penalty: 5962.440430
	Iteration 2Q: 3 clusters Score -1.667713e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74366 members 
Mstep: Class 2 contains 91851 members 
Entering Unmasked Estep 
Score: -16678340.000000 Penalty: 5962.440430
	Iteration 3Q: 3 clusters Score -1.667834e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69475 members 
Mstep: Class 2 contains 96742 members 
Entering Unmasked Estep 
Score: -16680338.000000 Penalty: 5962.440430
	Iteration 4Q: 3 clusters Score -1.668034e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 104043 members 
Entering Unmasked Estep 
Score: -16683722.000000 Penalty: 5962.440430
	Iteration 5Q: 3 clusters Score -1.668372e+07 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 114714 members 
Entering Unmasked Estep 
Score: -16690251.000000 Penalty: 5962.440430
	Iteration 6F: 3 clusters Score -1.669025e+07 nChanged 14277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 128985 members 
Entering Unmasked Estep 
Score: -16701788.000000 Penalty: 5962.440430
	Iteration 7F: 3 clusters Score -1.670179e+07 nChanged 15800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 144785 members 
Entering Unmasked Estep 
Score: -16717412.000000 Penalty: 5962.440430
	Iteration 8F: 3 clusters Score -1.671741e+07 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 157341 members 
Entering Unmasked Estep 
Score: -16730382.000000 Penalty: 5962.440430
	Iteration 9F: 3 clusters Score -1.673038e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 163482 members 
Entering Unmasked Estep 
Score: -16736433.000000 Penalty: 5962.440430
	Iteration 10Q: 3 clusters Score -1.673643e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 165369 members 
Entering Unmasked Estep 
Score: -16738217.000000 Penalty: 5962.440430
	Iteration 11Q: 3 clusters Score -1.673822e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 165809 members 
Entering Unmasked Estep 
Score: -16738625.000000 Penalty: 5962.440430
	Iteration 12Q: 3 clusters Score -1.673862e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 165909 members 
Entering Unmasked Estep 
Score: -16738764.000000 Penalty: 5962.440430
	Iteration 13Q: 3 clusters Score -1.673876e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 165960 members 
Entering Unmasked Estep 
Score: -16738843.000000 Penalty: 5962.440430
	Iteration 14Q: 3 clusters Score -1.673884e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 165980 members 
Entering Unmasked Estep 
Score: -16738887.000000 Penalty: 5962.440430
	Iteration 15Q: 3 clusters Score -1.673889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 165991 members 
Entering Unmasked Estep 
Score: -16738900.000000 Penalty: 5962.440430
	Iteration 16Q: 3 clusters Score -1.67389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 165997 members 
Entering Unmasked Estep 
Score: -16738935.000000 Penalty: 5962.440430
	Iteration 17Q: 3 clusters Score -1.673894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 166000 members 
Entering Unmasked Estep 
Score: -16738941.000000 Penalty: 5962.440430
	Iteration 18Q: 3 clusters Score -1.673894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 165999 members 
Entering Unmasked Estep 
Score: -16738947.000000 Penalty: 5962.440430
	Iteration 19Q: 3 clusters Score -1.673895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 165999 members 
Entering Unmasked Estep 
Score: -16738947.000000 Penalty: 5962.440430
	Iteration 20F: 3 clusters Score -1.673895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Entering Unmasked Estep 
Score: -2030953.500000 Penalty: 2463.864502
	Iteration 0F: 2 clusters Score -2030954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2016441.500000 Penalty: 4927.729004
	Iteration 0F: 3 clusters Score -2016442 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2021231.875000 Penalty: 4927.729004
	Iteration 1F: 3 clusters Score -2021232 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2021553.500000 Penalty: 4927.729004
	Iteration 2Q: 3 clusters Score -2021554 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2021800.750000 Penalty: 4927.729004
	Iteration 3Q: 3 clusters Score -2021801 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2022000.500000 Penalty: 4927.729004
	Iteration 4Q: 3 clusters Score -2022000 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2022197.375000 Penalty: 4927.729004
	Iteration 5Q: 3 clusters Score -2022197 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2022403.625000 Penalty: 4927.729004
	Iteration 6Q: 3 clusters Score -2022404 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2022581.750000 Penalty: 4927.729004
	Iteration 7Q: 3 clusters Score -2022582 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2022761.375000 Penalty: 4927.729004
	Iteration 8Q: 3 clusters Score -2022761 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2022966.125000 Penalty: 4927.729004
	Iteration 9Q: 3 clusters Score -2022966 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2023166.375000 Penalty: 4927.729004
	Iteration 10Q: 3 clusters Score -2023166 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2023405.000000 Penalty: 4927.729004
	Iteration 11Q: 3 clusters Score -2023405 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2023687.250000 Penalty: 4927.729004
	Iteration 12Q: 3 clusters Score -2023687 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2024016.250000 Penalty: 4927.729004
	Iteration 13Q: 3 clusters Score -2024016 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2024384.000000 Penalty: 4927.729004
	Iteration 14Q: 3 clusters Score -2024384 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2024772.875000 Penalty: 4927.729004
	Iteration 15Q: 3 clusters Score -2024773 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2025141.250000 Penalty: 4927.729004
	Iteration 16Q: 3 clusters Score -2025141 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2025456.750000 Penalty: 4927.729004
	Iteration 17Q: 3 clusters Score -2025457 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2025688.375000 Penalty: 4927.729004
	Iteration 18Q: 3 clusters Score -2025688 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2025832.125000 Penalty: 4927.729004
	Iteration 19Q: 3 clusters Score -2025832 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2025921.625000 Penalty: 4927.729004
	Iteration 20F: 3 clusters Score -2025922 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2025982.250000 Penalty: 4927.729004
	Iteration 21Q: 3 clusters Score -2025982 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2026025.000000 Penalty: 4927.729004
	Iteration 22Q: 3 clusters Score -2026025 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2026072.375000 Penalty: 4927.729004
	Iteration 23Q: 3 clusters Score -2026072 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2026107.500000 Penalty: 4927.729004
	Iteration 24Q: 3 clusters Score -2026108 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2026147.500000 Penalty: 4927.729004
	Iteration 25Q: 3 clusters Score -2026148 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2026185.125000 Penalty: 4927.729004
	Iteration 26Q: 3 clusters Score -2026185 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2026234.375000 Penalty: 4927.729004
	Iteration 27Q: 3 clusters Score -2026234 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2026277.250000 Penalty: 4927.729004
	Iteration 28Q: 3 clusters Score -2026277 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2026333.500000 Penalty: 4927.729004
	Iteration 29Q: 3 clusters Score -2026334 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2026402.875000 Penalty: 4927.729004
	Iteration 30Q: 3 clusters Score -2026403 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2026472.875000 Penalty: 4927.729004
	Iteration 31Q: 3 clusters Score -2026473 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2026554.125000 Penalty: 4927.729004
	Iteration 32Q: 3 clusters Score -2026554 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2026664.500000 Penalty: 4927.729004
	Iteration 33Q: 3 clusters Score -2026664 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2026773.625000 Penalty: 4927.729004
	Iteration 34Q: 3 clusters Score -2026774 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2026897.875000 Penalty: 4927.729004
	Iteration 35Q: 3 clusters Score -2026898 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2027065.125000 Penalty: 4927.729004
	Iteration 36Q: 3 clusters Score -2027065 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2027263.750000 Penalty: 4927.729004
	Iteration 37Q: 3 clusters Score -2027264 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2027500.250000 Penalty: 4927.729004
	Iteration 38Q: 3 clusters Score -2027500 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2027735.750000 Penalty: 4927.729004
	Iteration 39Q: 3 clusters Score -2027736 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2027935.000000 Penalty: 4927.729004
	Iteration 40F: 3 clusters Score -2027935 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2028109.250000 Penalty: 4927.729004
	Iteration 41Q: 3 clusters Score -2028109 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2028233.125000 Penalty: 4927.729004
	Iteration 42Q: 3 clusters Score -2028233 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2028342.375000 Penalty: 4927.729004
	Iteration 43Q: 3 clusters Score -2028342 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2028433.125000 Penalty: 4927.729004
	Iteration 44Q: 3 clusters Score -2028433 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2028516.375000 Penalty: 4927.729004
	Iteration 45Q: 3 clusters Score -2028516 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2028571.375000 Penalty: 4927.729004
	Iteration 46Q: 3 clusters Score -2028571 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2028608.750000 Penalty: 4927.729004
	Iteration 47Q: 3 clusters Score -2028609 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2028638.250000 Penalty: 4927.729004
	Iteration 48Q: 3 clusters Score -2028638 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2028658.750000 Penalty: 4927.729004
	Iteration 49Q: 3 clusters Score -2028659 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2028676.250000 Penalty: 4927.729004
	Iteration 50Q: 3 clusters Score -2028676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2028686.250000 Penalty: 4927.729004
	Iteration 51Q: 3 clusters Score -2028686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2028707.875000 Penalty: 4927.729004
	Iteration 52Q: 3 clusters Score -2028708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2028712.625000 Penalty: 4927.729004
	Iteration 53Q: 3 clusters Score -2028713 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2028731.875000 Penalty: 4927.729004
	Iteration 54Q: 3 clusters Score -2028732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2028749.125000 Penalty: 4927.729004
	Iteration 55Q: 3 clusters Score -2028749 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2028761.000000 Penalty: 4927.729004
	Iteration 56Q: 3 clusters Score -2028761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2028775.125000 Penalty: 4927.729004
	Iteration 57Q: 3 clusters Score -2028775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2028779.250000 Penalty: 4927.729004
	Iteration 58Q: 3 clusters Score -2028779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2028791.125000 Penalty: 4927.729004
	Iteration 59Q: 3 clusters Score -2028791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2028802.250000 Penalty: 4927.729004
	Iteration 60F: 3 clusters Score -2028802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2028813.000000 Penalty: 4927.729004
	Iteration 61Q: 3 clusters Score -2028813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2028818.875000 Penalty: 4927.729004
	Iteration 62Q: 3 clusters Score -2028819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2028825.125000 Penalty: 4927.729004
	Iteration 63Q: 3 clusters Score -2028825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2028829.125000 Penalty: 4927.729004
	Iteration 64Q: 3 clusters Score -2028829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2028830.000000 Penalty: 4927.729004
	Iteration 65Q: 3 clusters Score -2028830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2028834.625000 Penalty: 4927.729004
	Iteration 66Q: 3 clusters Score -2028835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2028842.875000 Penalty: 4927.729004
	Iteration 67Q: 3 clusters Score -2028843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2028843.875000 Penalty: 4927.729004
	Iteration 68Q: 3 clusters Score -2028844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2028851.625000 Penalty: 4927.729004
	Iteration 69Q: 3 clusters Score -2028852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2028851.375000 Penalty: 4927.729004
	Iteration 70Q: 3 clusters Score -2028851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2028851.000000 Penalty: 4927.729004
	Iteration 71Q: 3 clusters Score -2028851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2028850.000000 Penalty: 4927.729004
	Iteration 72Q: 3 clusters Score -2028850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2028853.375000 Penalty: 4927.729004
	Iteration 73Q: 3 clusters Score -2028853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2028857.875000 Penalty: 4927.729004
	Iteration 74Q: 3 clusters Score -2028858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2028854.125000 Penalty: 4927.729004
	Iteration 75Q: 3 clusters Score -2028854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2028856.250000 Penalty: 4927.729004
	Iteration 76Q: 3 clusters Score -2028856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2028862.500000 Penalty: 4927.729004
	Iteration 77Q: 3 clusters Score -2028862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2028867.500000 Penalty: 4927.729004
	Iteration 78Q: 3 clusters Score -2028868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2028870.125000 Penalty: 4927.729004
	Iteration 79Q: 3 clusters Score -2028870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2028867.500000 Penalty: 4927.729004
	Iteration 80F: 3 clusters Score -2028868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2028870.875000 Penalty: 4927.729004
	Iteration 81Q: 3 clusters Score -2028871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2028869.625000 Penalty: 4927.729004
	Iteration 82Q: 3 clusters Score -2028870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2028877.250000 Penalty: 4927.729004
	Iteration 83Q: 3 clusters Score -2028877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2028875.000000 Penalty: 4927.729004
	Iteration 84Q: 3 clusters Score -2028875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2028876.000000 Penalty: 4927.729004
	Iteration 85Q: 3 clusters Score -2028876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2028878.875000 Penalty: 4927.729004
	Iteration 86Q: 3 clusters Score -2028879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2028878.375000 Penalty: 4927.729004
	Iteration 87Q: 3 clusters Score -2028878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2028876.750000 Penalty: 4927.729004
	Iteration 88Q: 3 clusters Score -2028877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2028876.875000 Penalty: 4927.729004
	Iteration 89Q: 3 clusters Score -2028877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2028877.000000 Penalty: 4927.729004
	Iteration 90Q: 3 clusters Score -2028877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2028877.500000 Penalty: 4927.729004
	Iteration 91Q: 3 clusters Score -2028878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2028878.500000 Penalty: 4927.729004
	Iteration 92Q: 3 clusters Score -2028878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2028878.500000 Penalty: 4927.729004
	Iteration 93Q: 3 clusters Score -2028878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2028877.875000 Penalty: 4927.729004
	Iteration 94Q: 3 clusters Score -2028878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2028880.500000 Penalty: 4927.729004
	Iteration 95Q: 3 clusters Score -2028880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2028882.375000 Penalty: 4927.729004
	Iteration 96Q: 3 clusters Score -2028882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2028882.375000 Penalty: 4927.729004
	Iteration 97F: 3 clusters Score -2028882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Entering Unmasked Estep 
Score: -4398890.500000 Penalty: 2647.063232
	Iteration 0F: 2 clusters Score -4398890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -4369536.500000 Penalty: 5294.126465
	Iteration 0F: 3 clusters Score -4369536 nChanged 19987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -4380690.500000 Penalty: 5294.126465
	Iteration 1F: 3 clusters Score -4380690 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4381317.000000 Penalty: 5294.126465
	Iteration 2Q: 3 clusters Score -4381317 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -4381928.000000 Penalty: 5294.126465
	Iteration 3Q: 3 clusters Score -4381928 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -4382635.500000 Penalty: 5294.126465
	Iteration 4Q: 3 clusters Score -4382636 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4383649.500000 Penalty: 5294.126465
	Iteration 5Q: 3 clusters Score -4383650 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -4384995.000000 Penalty: 5294.126465
	Iteration 6F: 3 clusters Score -4384995 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4386833.000000 Penalty: 5294.126465
	Iteration 7F: 3 clusters Score -4386833 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -4389158.500000 Penalty: 5294.126465
	Iteration 8F: 3 clusters Score -4389158 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -4391668.500000 Penalty: 5294.126465
	Iteration 9F: 3 clusters Score -4391668 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -4393714.000000 Penalty: 5294.126465
	Iteration 10F: 3 clusters Score -4393714 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4394983.000000 Penalty: 5294.126465
	Iteration 11Q: 3 clusters Score -4394983 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4395671.000000 Penalty: 5294.126465
	Iteration 12Q: 3 clusters Score -4395671 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4396037.000000 Penalty: 5294.126465
	Iteration 13Q: 3 clusters Score -4396037 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4396270.000000 Penalty: 5294.126465
	Iteration 14Q: 3 clusters Score -4396270 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4396386.500000 Penalty: 5294.126465
	Iteration 15Q: 3 clusters Score -4396386 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4396448.000000 Penalty: 5294.126465
	Iteration 16Q: 3 clusters Score -4396448 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4396500.500000 Penalty: 5294.126465
	Iteration 17Q: 3 clusters Score -4396500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4396536.500000 Penalty: 5294.126465
	Iteration 18Q: 3 clusters Score -4396536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4396555.000000 Penalty: 5294.126465
	Iteration 19Q: 3 clusters Score -4396555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4396571.000000 Penalty: 5294.126465
	Iteration 20F: 3 clusters Score -4396571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4396584.000000 Penalty: 5294.126465
	Iteration 21Q: 3 clusters Score -4396584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4396593.000000 Penalty: 5294.126465
	Iteration 22Q: 3 clusters Score -4396593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4396604.000000 Penalty: 5294.126465
	Iteration 23Q: 3 clusters Score -4396604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4396619.000000 Penalty: 5294.126465
	Iteration 24Q: 3 clusters Score -4396619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4396618.000000 Penalty: 5294.126465
	Iteration 25Q: 3 clusters Score -4396618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4396621.000000 Penalty: 5294.126465
	Iteration 26Q: 3 clusters Score -4396621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4396631.000000 Penalty: 5294.126465
	Iteration 27Q: 3 clusters Score -4396631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4396631.000000 Penalty: 5294.126465
	Iteration 28Q: 3 clusters Score -4396631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4396632.500000 Penalty: 5294.126465
	Iteration 29Q: 3 clusters Score -4396632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4396638.500000 Penalty: 5294.126465
	Iteration 30Q: 3 clusters Score -4396638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4396638.500000 Penalty: 5294.126465
	Iteration 31Q: 3 clusters Score -4396638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4396641.500000 Penalty: 5294.126465
	Iteration 32Q: 3 clusters Score -4396642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4396647.000000 Penalty: 5294.126465
	Iteration 33Q: 3 clusters Score -4396647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4396646.000000 Penalty: 5294.126465
	Iteration 34Q: 3 clusters Score -4396646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4396651.000000 Penalty: 5294.126465
	Iteration 35Q: 3 clusters Score -4396651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4396652.500000 Penalty: 5294.126465
	Iteration 36Q: 3 clusters Score -4396652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4396653.500000 Penalty: 5294.126465
	Iteration 37Q: 3 clusters Score -4396654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4396657.000000 Penalty: 5294.126465
	Iteration 38Q: 3 clusters Score -4396657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4396657.500000 Penalty: 5294.126465
	Iteration 39Q: 3 clusters Score -4396658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4396658.500000 Penalty: 5294.126465
	Iteration 40F: 3 clusters Score -4396658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Entering Unmasked Estep 
Score: -3341459.000000 Penalty: 2605.596191
	Iteration 0F: 2 clusters Score -3341459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3316611.250000 Penalty: 5211.192383
	Iteration 0F: 3 clusters Score -3316611 nChanged 16572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -3325869.750000 Penalty: 5211.192383
	Iteration 1F: 3 clusters Score -3325870 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3326531.500000 Penalty: 5211.192383
	Iteration 2Q: 3 clusters Score -3326532 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -3327337.000000 Penalty: 5211.192383
	Iteration 3Q: 3 clusters Score -3327337 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -3328442.750000 Penalty: 5211.192383
	Iteration 4F: 3 clusters Score -3328443 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3330173.500000 Penalty: 5211.192383
	Iteration 5F: 3 clusters Score -3330174 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -3332410.250000 Penalty: 5211.192383
	Iteration 6F: 3 clusters Score -3332410 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -3334769.250000 Penalty: 5211.192383
	Iteration 7F: 3 clusters Score -3334769 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -3336858.250000 Penalty: 5211.192383
	Iteration 8F: 3 clusters Score -3336858 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -3338084.750000 Penalty: 5211.192383
	Iteration 9Q: 3 clusters Score -3338085 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -3338681.750000 Penalty: 5211.192383
	Iteration 10Q: 3 clusters Score -3338682 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -3338963.750000 Penalty: 5211.192383
	Iteration 11Q: 3 clusters Score -3338964 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -3339113.500000 Penalty: 5211.192383
	Iteration 12Q: 3 clusters Score -3339114 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -3339177.500000 Penalty: 5211.192383
	Iteration 13Q: 3 clusters Score -3339178 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -3339232.750000 Penalty: 5211.192383
	Iteration 14Q: 3 clusters Score -3339233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -3339266.750000 Penalty: 5211.192383
	Iteration 15Q: 3 clusters Score -3339267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -3339283.250000 Penalty: 5211.192383
	Iteration 16Q: 3 clusters Score -3339283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -3339300.500000 Penalty: 5211.192383
	Iteration 17Q: 3 clusters Score -3339300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -3339313.250000 Penalty: 5211.192383
	Iteration 18Q: 3 clusters Score -3339313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -3339327.000000 Penalty: 5211.192383
	Iteration 19Q: 3 clusters Score -3339327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -3339341.500000 Penalty: 5211.192383
	Iteration 20F: 3 clusters Score -3339342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -3339358.000000 Penalty: 5211.192383
	Iteration 21Q: 3 clusters Score -3339358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -3339366.250000 Penalty: 5211.192383
	Iteration 22Q: 3 clusters Score -3339366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -3339373.500000 Penalty: 5211.192383
	Iteration 23Q: 3 clusters Score -3339374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -3339383.500000 Penalty: 5211.192383
	Iteration 24Q: 3 clusters Score -3339384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -3339388.000000 Penalty: 5211.192383
	Iteration 25Q: 3 clusters Score -3339388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -3339397.000000 Penalty: 5211.192383
	Iteration 26Q: 3 clusters Score -3339397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -3339405.250000 Penalty: 5211.192383
	Iteration 27Q: 3 clusters Score -3339405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -3339416.500000 Penalty: 5211.192383
	Iteration 28Q: 3 clusters Score -3339416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -3339424.000000 Penalty: 5211.192383
	Iteration 29Q: 3 clusters Score -3339424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -3339425.750000 Penalty: 5211.192383
	Iteration 30Q: 3 clusters Score -3339426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -3339427.250000 Penalty: 5211.192383
	Iteration 31Q: 3 clusters Score -3339427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -3339432.250000 Penalty: 5211.192383
	Iteration 32Q: 3 clusters Score -3339432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -3339436.500000 Penalty: 5211.192383
	Iteration 33Q: 3 clusters Score -3339436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -3339448.000000 Penalty: 5211.192383
	Iteration 34Q: 3 clusters Score -3339448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -3339457.250000 Penalty: 5211.192383
	Iteration 35Q: 3 clusters Score -3339457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -3339459.500000 Penalty: 5211.192383
	Iteration 36Q: 3 clusters Score -3339460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -3339463.000000 Penalty: 5211.192383
	Iteration 37Q: 3 clusters Score -3339463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -3339466.500000 Penalty: 5211.192383
	Iteration 38Q: 3 clusters Score -3339466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -3339473.750000 Penalty: 5211.192383
	Iteration 39Q: 3 clusters Score -3339474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -3339474.750000 Penalty: 5211.192383
	Iteration 40F: 3 clusters Score -3339475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -3339476.250000 Penalty: 5211.192383
	Iteration 41Q: 3 clusters Score -3339476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -3339479.500000 Penalty: 5211.192383
	Iteration 42Q: 3 clusters Score -3339480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -3339479.500000 Penalty: 5211.192383
	Iteration 43F: 3 clusters Score -3339480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Entering Unmasked Estep 
Score: -1041506.875000 Penalty: 2303.686523
	Iteration 0F: 2 clusters Score -1041507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1033294.625000 Penalty: 4607.373047
	Iteration 0F: 3 clusters Score -1033295 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1035712.687500 Penalty: 4607.373047
	Iteration 1F: 3 clusters Score -1035713 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1036048.250000 Penalty: 4607.373047
	Iteration 2F: 3 clusters Score -1036048 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1036311.937500 Penalty: 4607.373047
	Iteration 3F: 3 clusters Score -1036312 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1036541.812500 Penalty: 4607.373047
	Iteration 4Q: 3 clusters Score -1036542 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1036812.187500 Penalty: 4607.373047
	Iteration 5Q: 3 clusters Score -1036812 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1037123.625000 Penalty: 4607.373047
	Iteration 6Q: 3 clusters Score -1037124 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1037463.625000 Penalty: 4607.373047
	Iteration 7Q: 3 clusters Score -1037464 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1037877.000000 Penalty: 4607.373047
	Iteration 8F: 3 clusters Score -1037877 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1038292.750000 Penalty: 4607.373047
	Iteration 9F: 3 clusters Score -1038293 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1038710.625000 Penalty: 4607.373047
	Iteration 10Q: 3 clusters Score -1038711 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1039044.687500 Penalty: 4607.373047
	Iteration 11Q: 3 clusters Score -1039045 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1039343.937500 Penalty: 4607.373047
	Iteration 12Q: 3 clusters Score -1039344 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1039575.187500 Penalty: 4607.373047
	Iteration 13Q: 3 clusters Score -1039575 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1039747.062500 Penalty: 4607.373047
	Iteration 14Q: 3 clusters Score -1039747 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1039871.687500 Penalty: 4607.373047
	Iteration 15Q: 3 clusters Score -1039872 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1039954.937500 Penalty: 4607.373047
	Iteration 16Q: 3 clusters Score -1039955 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1040015.375000 Penalty: 4607.373047
	Iteration 17Q: 3 clusters Score -1040015 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1040061.687500 Penalty: 4607.373047
	Iteration 18Q: 3 clusters Score -1040062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1040116.625000 Penalty: 4607.373047
	Iteration 19Q: 3 clusters Score -1040117 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1040147.437500 Penalty: 4607.373047
	Iteration 20F: 3 clusters Score -1040147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1040174.250000 Penalty: 4607.373047
	Iteration 21Q: 3 clusters Score -1040174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1040199.375000 Penalty: 4607.373047
	Iteration 22Q: 3 clusters Score -1040199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1040216.250000 Penalty: 4607.373047
	Iteration 23Q: 3 clusters Score -1040216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1040231.125000 Penalty: 4607.373047
	Iteration 24Q: 3 clusters Score -1040231 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1040246.875000 Penalty: 4607.373047
	Iteration 25Q: 3 clusters Score -1040247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1040256.562500 Penalty: 4607.373047
	Iteration 26Q: 3 clusters Score -1040257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1040269.312500 Penalty: 4607.373047
	Iteration 27Q: 3 clusters Score -1040269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1040279.562500 Penalty: 4607.373047
	Iteration 28Q: 3 clusters Score -1040280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1040284.750000 Penalty: 4607.373047
	Iteration 29Q: 3 clusters Score -1040285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1040287.750000 Penalty: 4607.373047
	Iteration 30Q: 3 clusters Score -1040288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1040286.875000 Penalty: 4607.373047
	Iteration 31Q: 3 clusters Score -1040287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1040290.812500 Penalty: 4607.373047
	Iteration 32Q: 3 clusters Score -1040291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1040292.562500 Penalty: 4607.373047
	Iteration 33Q: 3 clusters Score -1040293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1040296.250000 Penalty: 4607.373047
	Iteration 34Q: 3 clusters Score -1040296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1040295.937500 Penalty: 4607.373047
	Iteration 35Q: 3 clusters Score -1040296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1040300.062500 Penalty: 4607.373047
	Iteration 36Q: 3 clusters Score -1040300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1040305.125000 Penalty: 4607.373047
	Iteration 37Q: 3 clusters Score -1040305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1040313.562500 Penalty: 4607.373047
	Iteration 38Q: 3 clusters Score -1040314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1040320.937500 Penalty: 4607.373047
	Iteration 39Q: 3 clusters Score -1040321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1040324.375000 Penalty: 4607.373047
	Iteration 40F: 3 clusters Score -1040324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1040328.125000 Penalty: 4607.373047
	Iteration 41Q: 3 clusters Score -1040328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1040332.625000 Penalty: 4607.373047
	Iteration 42Q: 3 clusters Score -1040333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1040339.687500 Penalty: 4607.373047
	Iteration 43Q: 3 clusters Score -1040340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1040343.312500 Penalty: 4607.373047
	Iteration 44Q: 3 clusters Score -1040343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1040346.875000 Penalty: 4607.373047
	Iteration 45Q: 3 clusters Score -1040347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1040350.562500 Penalty: 4607.373047
	Iteration 46Q: 3 clusters Score -1040351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1040361.500000 Penalty: 4607.373047
	Iteration 47Q: 3 clusters Score -1040362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1040368.375000 Penalty: 4607.373047
	Iteration 48Q: 3 clusters Score -1040368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1040373.500000 Penalty: 4607.373047
	Iteration 49Q: 3 clusters Score -1040374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1040380.437500 Penalty: 4607.373047
	Iteration 50Q: 3 clusters Score -1040380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1040389.125000 Penalty: 4607.373047
	Iteration 51Q: 3 clusters Score -1040389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1040398.562500 Penalty: 4607.373047
	Iteration 52Q: 3 clusters Score -1040399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1040403.375000 Penalty: 4607.373047
	Iteration 53Q: 3 clusters Score -1040403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1040409.000000 Penalty: 4607.373047
	Iteration 54Q: 3 clusters Score -1040409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1040409.500000 Penalty: 4607.373047
	Iteration 55Q: 3 clusters Score -1040410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1040413.000000 Penalty: 4607.373047
	Iteration 56Q: 3 clusters Score -1040413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1040417.187500 Penalty: 4607.373047
	Iteration 57Q: 3 clusters Score -1040417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1040420.312500 Penalty: 4607.373047
	Iteration 58Q: 3 clusters Score -1040420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1040420.812500 Penalty: 4607.373047
	Iteration 59Q: 3 clusters Score -1040421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1040420.687500 Penalty: 4607.373047
	Iteration 60F: 3 clusters Score -1040421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1040422.312500 Penalty: 4607.373047
	Iteration 61Q: 3 clusters Score -1040422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1040425.937500 Penalty: 4607.373047
	Iteration 62Q: 3 clusters Score -1040426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1040426.875000 Penalty: 4607.373047
	Iteration 63Q: 3 clusters Score -1040427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1040428.812500 Penalty: 4607.373047
	Iteration 64Q: 3 clusters Score -1040429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1040430.687500 Penalty: 4607.373047
	Iteration 65Q: 3 clusters Score -1040431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1040432.062500 Penalty: 4607.373047
	Iteration 66Q: 3 clusters Score -1040432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1040433.125000 Penalty: 4607.373047
	Iteration 67Q: 3 clusters Score -1040433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1040433.500000 Penalty: 4607.373047
	Iteration 68Q: 3 clusters Score -1040434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1040432.250000 Penalty: 4607.373047
	Iteration 69Q: 3 clusters Score -1040432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1040431.937500 Penalty: 4607.373047
	Iteration 70Q: 3 clusters Score -1040432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1040432.437500 Penalty: 4607.373047
	Iteration 71Q: 3 clusters Score -1040432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1040432.437500 Penalty: 4607.373047
	Iteration 72F: 3 clusters Score -1040432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Entering Unmasked Estep 
Score: -918566.937500 Penalty: 2264.642090
	Iteration 0F: 2 clusters Score -918566.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -911378.437500 Penalty: 4529.284180
	Iteration 0F: 3 clusters Score -911378.4 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -913430.812500 Penalty: 4529.284180
	Iteration 1F: 3 clusters Score -913430.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -913749.500000 Penalty: 4529.284180
	Iteration 2F: 3 clusters Score -913749.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -914056.437500 Penalty: 4529.284180
	Iteration 3F: 3 clusters Score -914056.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -914337.500000 Penalty: 4529.284180
	Iteration 4F: 3 clusters Score -914337.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -914647.500000 Penalty: 4529.284180
	Iteration 5F: 3 clusters Score -914647.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -915011.437500 Penalty: 4529.284180
	Iteration 6F: 3 clusters Score -915011.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -915407.687500 Penalty: 4529.284180
	Iteration 7F: 3 clusters Score -915407.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -915740.250000 Penalty: 4529.284180
	Iteration 8F: 3 clusters Score -915740.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -916032.562500 Penalty: 4529.284180
	Iteration 9Q: 3 clusters Score -916032.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -916261.312500 Penalty: 4529.284180
	Iteration 10Q: 3 clusters Score -916261.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -916422.875000 Penalty: 4529.284180
	Iteration 11Q: 3 clusters Score -916422.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -916564.250000 Penalty: 4529.284180
	Iteration 12Q: 3 clusters Score -916564.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -916649.437500 Penalty: 4529.284180
	Iteration 13Q: 3 clusters Score -916649.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -916714.500000 Penalty: 4529.284180
	Iteration 14Q: 3 clusters Score -916714.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -916766.750000 Penalty: 4529.284180
	Iteration 15Q: 3 clusters Score -916766.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -916808.125000 Penalty: 4529.284180
	Iteration 16Q: 3 clusters Score -916808.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -916837.500000 Penalty: 4529.284180
	Iteration 17Q: 3 clusters Score -916837.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -916865.500000 Penalty: 4529.284180
	Iteration 18Q: 3 clusters Score -916865.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -916874.562500 Penalty: 4529.284180
	Iteration 19Q: 3 clusters Score -916874.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -916887.250000 Penalty: 4529.284180
	Iteration 20F: 3 clusters Score -916887.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -916894.437500 Penalty: 4529.284180
	Iteration 21Q: 3 clusters Score -916894.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -916895.687500 Penalty: 4529.284180
	Iteration 22Q: 3 clusters Score -916895.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -916898.875000 Penalty: 4529.284180
	Iteration 23Q: 3 clusters Score -916898.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -916903.750000 Penalty: 4529.284180
	Iteration 24Q: 3 clusters Score -916903.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -916906.437500 Penalty: 4529.284180
	Iteration 25Q: 3 clusters Score -916906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -916912.375000 Penalty: 4529.284180
	Iteration 26Q: 3 clusters Score -916912.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -916914.875000 Penalty: 4529.284180
	Iteration 27Q: 3 clusters Score -916914.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -916918.062500 Penalty: 4529.284180
	Iteration 28Q: 3 clusters Score -916918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -916917.687500 Penalty: 4529.284180
	Iteration 29Q: 3 clusters Score -916917.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -916917.687500 Penalty: 4529.284180
	Iteration 30Q: 3 clusters Score -916917.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -916917.687500 Penalty: 4529.284180
	Iteration 31F: 3 clusters Score -916917.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Entering Unmasked Estep 
Score: -1263673.000000 Penalty: 2338.490234
	Iteration 0F: 2 clusters Score -1263673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1254457.125000 Penalty: 4676.980469
	Iteration 0F: 3 clusters Score -1254457 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1257163.000000 Penalty: 4676.980469
	Iteration 1F: 3 clusters Score -1257163 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1257466.250000 Penalty: 4676.980469
	Iteration 2F: 3 clusters Score -1257466 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1257705.875000 Penalty: 4676.980469
	Iteration 3Q: 3 clusters Score -1257706 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1257881.000000 Penalty: 4676.980469
	Iteration 4Q: 3 clusters Score -1257881 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1258040.625000 Penalty: 4676.980469
	Iteration 5Q: 3 clusters Score -1258041 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1258210.000000 Penalty: 4676.980469
	Iteration 6Q: 3 clusters Score -1258210 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1258426.875000 Penalty: 4676.980469
	Iteration 7Q: 3 clusters Score -1258427 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1258697.625000 Penalty: 4676.980469
	Iteration 8Q: 3 clusters Score -1258698 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1258982.250000 Penalty: 4676.980469
	Iteration 9Q: 3 clusters Score -1258982 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1259322.500000 Penalty: 4676.980469
	Iteration 10Q: 3 clusters Score -1259322 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1259828.500000 Penalty: 4676.980469
	Iteration 11F: 3 clusters Score -1259828 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1260399.000000 Penalty: 4676.980469
	Iteration 12F: 3 clusters Score -1260399 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1260971.750000 Penalty: 4676.980469
	Iteration 13F: 3 clusters Score -1260972 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1261469.875000 Penalty: 4676.980469
	Iteration 14Q: 3 clusters Score -1261470 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1261853.750000 Penalty: 4676.980469
	Iteration 15Q: 3 clusters Score -1261854 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1262070.875000 Penalty: 4676.980469
	Iteration 16Q: 3 clusters Score -1262071 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1262190.375000 Penalty: 4676.980469
	Iteration 17Q: 3 clusters Score -1262190 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1262275.500000 Penalty: 4676.980469
	Iteration 18Q: 3 clusters Score -1262276 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1262321.375000 Penalty: 4676.980469
	Iteration 19Q: 3 clusters Score -1262321 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1262361.000000 Penalty: 4676.980469
	Iteration 20F: 3 clusters Score -1262361 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1262401.250000 Penalty: 4676.980469
	Iteration 21Q: 3 clusters Score -1262401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1262434.750000 Penalty: 4676.980469
	Iteration 22Q: 3 clusters Score -1262435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1262456.500000 Penalty: 4676.980469
	Iteration 23Q: 3 clusters Score -1262456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1262467.375000 Penalty: 4676.980469
	Iteration 24Q: 3 clusters Score -1262467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1262469.875000 Penalty: 4676.980469
	Iteration 25Q: 3 clusters Score -1262470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1262479.125000 Penalty: 4676.980469
	Iteration 26Q: 3 clusters Score -1262479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1262487.375000 Penalty: 4676.980469
	Iteration 27Q: 3 clusters Score -1262487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1262491.375000 Penalty: 4676.980469
	Iteration 28Q: 3 clusters Score -1262491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1262493.375000 Penalty: 4676.980469
	Iteration 29Q: 3 clusters Score -1262493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1262499.250000 Penalty: 4676.980469
	Iteration 30Q: 3 clusters Score -1262499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1262501.625000 Penalty: 4676.980469
	Iteration 31Q: 3 clusters Score -1262502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1262507.375000 Penalty: 4676.980469
	Iteration 32Q: 3 clusters Score -1262507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1262511.625000 Penalty: 4676.980469
	Iteration 33Q: 3 clusters Score -1262512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1262511.500000 Penalty: 4676.980469
	Iteration 34Q: 3 clusters Score -1262512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1262510.375000 Penalty: 4676.980469
	Iteration 35Q: 3 clusters Score -1262510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1262510.375000 Penalty: 4676.980469
	Iteration 36F: 3 clusters Score -1262510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Entering Unmasked Estep 
Score: -717293.875000 Penalty: 2213.545654
	Iteration 0F: 2 clusters Score -717293.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -711195.750000 Penalty: 4427.091309
	Iteration 0F: 3 clusters Score -711195.8 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -712928.125000 Penalty: 4427.091309
	Iteration 1F: 3 clusters Score -712928.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -713344.750000 Penalty: 4427.091309
	Iteration 2F: 3 clusters Score -713344.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -713747.062500 Penalty: 4427.091309
	Iteration 3F: 3 clusters Score -713747.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -714181.937500 Penalty: 4427.091309
	Iteration 4F: 3 clusters Score -714181.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -714635.750000 Penalty: 4427.091309
	Iteration 5F: 3 clusters Score -714635.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -715027.500000 Penalty: 4427.091309
	Iteration 6F: 3 clusters Score -715027.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -715340.187500 Penalty: 4427.091309
	Iteration 7F: 3 clusters Score -715340.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -715536.312500 Penalty: 4427.091309
	Iteration 8Q: 3 clusters Score -715536.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -715662.687500 Penalty: 4427.091309
	Iteration 9Q: 3 clusters Score -715662.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -715770.562500 Penalty: 4427.091309
	Iteration 10Q: 3 clusters Score -715770.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -715846.562500 Penalty: 4427.091309
	Iteration 11Q: 3 clusters Score -715846.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -715907.000000 Penalty: 4427.091309
	Iteration 12Q: 3 clusters Score -715907 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -715952.125000 Penalty: 4427.091309
	Iteration 13Q: 3 clusters Score -715952.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -715981.687500 Penalty: 4427.091309
	Iteration 14Q: 3 clusters Score -715981.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -716004.125000 Penalty: 4427.091309
	Iteration 15Q: 3 clusters Score -716004.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -716019.437500 Penalty: 4427.091309
	Iteration 16Q: 3 clusters Score -716019.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -716032.687500 Penalty: 4427.091309
	Iteration 17Q: 3 clusters Score -716032.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -716045.000000 Penalty: 4427.091309
	Iteration 18Q: 3 clusters Score -716045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -716050.312500 Penalty: 4427.091309
	Iteration 19Q: 3 clusters Score -716050.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -716056.187500 Penalty: 4427.091309
	Iteration 20F: 3 clusters Score -716056.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -716058.875000 Penalty: 4427.091309
	Iteration 21Q: 3 clusters Score -716058.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -716063.250000 Penalty: 4427.091309
	Iteration 22Q: 3 clusters Score -716063.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -716065.500000 Penalty: 4427.091309
	Iteration 23Q: 3 clusters Score -716065.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -716066.750000 Penalty: 4427.091309
	Iteration 24Q: 3 clusters Score -716066.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -716069.000000 Penalty: 4427.091309
	Iteration 25Q: 3 clusters Score -716069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -716071.625000 Penalty: 4427.091309
	Iteration 26Q: 3 clusters Score -716071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -716073.000000 Penalty: 4427.091309
	Iteration 27Q: 3 clusters Score -716073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -716073.125000 Penalty: 4427.091309
	Iteration 28Q: 3 clusters Score -716073.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -716072.937500 Penalty: 4427.091309
	Iteration 29Q: 3 clusters Score -716072.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -716077.000000 Penalty: 4427.091309
	Iteration 30Q: 3 clusters Score -716077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -716079.687500 Penalty: 4427.091309
	Iteration 31Q: 3 clusters Score -716079.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -716080.750000 Penalty: 4427.091309
	Iteration 32Q: 3 clusters Score -716080.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -716084.125000 Penalty: 4427.091309
	Iteration 33Q: 3 clusters Score -716084.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -716085.062500 Penalty: 4427.091309
	Iteration 34Q: 3 clusters Score -716085.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -716084.562500 Penalty: 4427.091309
	Iteration 35Q: 3 clusters Score -716084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -716084.000000 Penalty: 4427.091309
	Iteration 36Q: 3 clusters Score -716084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -716084.000000 Penalty: 4427.091309
	Iteration 37F: 3 clusters Score -716084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Entering Unmasked Estep 
Score: -1584637.500000 Penalty: 2405.758057
	Iteration 0F: 2 clusters Score -1584638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1572805.375000 Penalty: 4811.516113
	Iteration 0F: 3 clusters Score -1572805 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1576739.750000 Penalty: 4811.516113
	Iteration 1F: 3 clusters Score -1576740 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1577180.250000 Penalty: 4811.516113
	Iteration 2F: 3 clusters Score -1577180 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1577538.500000 Penalty: 4811.516113
	Iteration 3F: 3 clusters Score -1577538 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1577868.000000 Penalty: 4811.516113
	Iteration 4Q: 3 clusters Score -1577868 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1578201.375000 Penalty: 4811.516113
	Iteration 5Q: 3 clusters Score -1578201 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1578598.125000 Penalty: 4811.516113
	Iteration 6Q: 3 clusters Score -1578598 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1579054.250000 Penalty: 4811.516113
	Iteration 7Q: 3 clusters Score -1579054 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1579482.750000 Penalty: 4811.516113
	Iteration 8Q: 3 clusters Score -1579483 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1579914.375000 Penalty: 4811.516113
	Iteration 9Q: 3 clusters Score -1579914 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1580246.000000 Penalty: 4811.516113
	Iteration 10Q: 3 clusters Score -1580246 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1580517.000000 Penalty: 4811.516113
	Iteration 11Q: 3 clusters Score -1580517 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1580709.500000 Penalty: 4811.516113
	Iteration 12Q: 3 clusters Score -1580710 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1580865.375000 Penalty: 4811.516113
	Iteration 13Q: 3 clusters Score -1580865 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1580966.625000 Penalty: 4811.516113
	Iteration 14Q: 3 clusters Score -1580967 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1581065.375000 Penalty: 4811.516113
	Iteration 15Q: 3 clusters Score -1581065 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1581142.250000 Penalty: 4811.516113
	Iteration 16Q: 3 clusters Score -1581142 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1581214.375000 Penalty: 4811.516113
	Iteration 17Q: 3 clusters Score -1581214 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1581268.750000 Penalty: 4811.516113
	Iteration 18Q: 3 clusters Score -1581269 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1581314.375000 Penalty: 4811.516113
	Iteration 19Q: 3 clusters Score -1581314 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1581360.750000 Penalty: 4811.516113
	Iteration 20F: 3 clusters Score -1581361 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1581398.750000 Penalty: 4811.516113
	Iteration 21Q: 3 clusters Score -1581399 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1581436.500000 Penalty: 4811.516113
	Iteration 22Q: 3 clusters Score -1581436 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1581464.750000 Penalty: 4811.516113
	Iteration 23Q: 3 clusters Score -1581465 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1581502.750000 Penalty: 4811.516113
	Iteration 24Q: 3 clusters Score -1581503 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1581533.250000 Penalty: 4811.516113
	Iteration 25Q: 3 clusters Score -1581533 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1581549.125000 Penalty: 4811.516113
	Iteration 26Q: 3 clusters Score -1581549 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1581586.000000 Penalty: 4811.516113
	Iteration 27Q: 3 clusters Score -1581586 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1581611.000000 Penalty: 4811.516113
	Iteration 28Q: 3 clusters Score -1581611 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1581634.125000 Penalty: 4811.516113
	Iteration 29Q: 3 clusters Score -1581634 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1581657.125000 Penalty: 4811.516113
	Iteration 30Q: 3 clusters Score -1581657 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1581679.750000 Penalty: 4811.516113
	Iteration 31Q: 3 clusters Score -1581680 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1581696.500000 Penalty: 4811.516113
	Iteration 32Q: 3 clusters Score -1581696 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1581713.375000 Penalty: 4811.516113
	Iteration 33Q: 3 clusters Score -1581713 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1581738.500000 Penalty: 4811.516113
	Iteration 34Q: 3 clusters Score -1581738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1581760.250000 Penalty: 4811.516113
	Iteration 35Q: 3 clusters Score -1581760 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1581781.875000 Penalty: 4811.516113
	Iteration 36Q: 3 clusters Score -1581782 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1581804.500000 Penalty: 4811.516113
	Iteration 37Q: 3 clusters Score -1581804 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1581830.000000 Penalty: 4811.516113
	Iteration 38Q: 3 clusters Score -1581830 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1581853.375000 Penalty: 4811.516113
	Iteration 39Q: 3 clusters Score -1581853 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1581886.250000 Penalty: 4811.516113
	Iteration 40F: 3 clusters Score -1581886 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1581924.000000 Penalty: 4811.516113
	Iteration 41Q: 3 clusters Score -1581924 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1581955.125000 Penalty: 4811.516113
	Iteration 42Q: 3 clusters Score -1581955 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1581995.875000 Penalty: 4811.516113
	Iteration 43Q: 3 clusters Score -1581996 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1582038.375000 Penalty: 4811.516113
	Iteration 44Q: 3 clusters Score -1582038 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1582084.375000 Penalty: 4811.516113
	Iteration 45Q: 3 clusters Score -1582084 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1582132.125000 Penalty: 4811.516113
	Iteration 46Q: 3 clusters Score -1582132 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1582184.375000 Penalty: 4811.516113
	Iteration 47Q: 3 clusters Score -1582184 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1582226.000000 Penalty: 4811.516113
	Iteration 48Q: 3 clusters Score -1582226 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1582279.500000 Penalty: 4811.516113
	Iteration 49Q: 3 clusters Score -1582280 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1582316.250000 Penalty: 4811.516113
	Iteration 50Q: 3 clusters Score -1582316 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1582358.000000 Penalty: 4811.516113
	Iteration 51Q: 3 clusters Score -1582358 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1582395.750000 Penalty: 4811.516113
	Iteration 52Q: 3 clusters Score -1582396 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1582427.250000 Penalty: 4811.516113
	Iteration 53Q: 3 clusters Score -1582427 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1582447.000000 Penalty: 4811.516113
	Iteration 54Q: 3 clusters Score -1582447 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1582460.625000 Penalty: 4811.516113
	Iteration 55Q: 3 clusters Score -1582461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1582480.125000 Penalty: 4811.516113
	Iteration 56Q: 3 clusters Score -1582480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1582498.750000 Penalty: 4811.516113
	Iteration 57Q: 3 clusters Score -1582499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1582517.125000 Penalty: 4811.516113
	Iteration 58Q: 3 clusters Score -1582517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1582528.750000 Penalty: 4811.516113
	Iteration 59Q: 3 clusters Score -1582529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1582539.250000 Penalty: 4811.516113
	Iteration 60F: 3 clusters Score -1582539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1582548.250000 Penalty: 4811.516113
	Iteration 61Q: 3 clusters Score -1582548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1582552.875000 Penalty: 4811.516113
	Iteration 62Q: 3 clusters Score -1582553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1582557.375000 Penalty: 4811.516113
	Iteration 63Q: 3 clusters Score -1582557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1582570.875000 Penalty: 4811.516113
	Iteration 64Q: 3 clusters Score -1582571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1582579.375000 Penalty: 4811.516113
	Iteration 65Q: 3 clusters Score -1582579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1582590.500000 Penalty: 4811.516113
	Iteration 66Q: 3 clusters Score -1582590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1582593.750000 Penalty: 4811.516113
	Iteration 67Q: 3 clusters Score -1582594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1582598.500000 Penalty: 4811.516113
	Iteration 68Q: 3 clusters Score -1582598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1582606.375000 Penalty: 4811.516113
	Iteration 69Q: 3 clusters Score -1582606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1582614.250000 Penalty: 4811.516113
	Iteration 70Q: 3 clusters Score -1582614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1582619.750000 Penalty: 4811.516113
	Iteration 71Q: 3 clusters Score -1582620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1582623.375000 Penalty: 4811.516113
	Iteration 72Q: 3 clusters Score -1582623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1582632.625000 Penalty: 4811.516113
	Iteration 73Q: 3 clusters Score -1582633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1582632.625000 Penalty: 4811.516113
	Iteration 74Q: 3 clusters Score -1582633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1582635.500000 Penalty: 4811.516113
	Iteration 75Q: 3 clusters Score -1582636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1582636.375000 Penalty: 4811.516113
	Iteration 76Q: 3 clusters Score -1582636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1582641.250000 Penalty: 4811.516113
	Iteration 77Q: 3 clusters Score -1582641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1582642.500000 Penalty: 4811.516113
	Iteration 78Q: 3 clusters Score -1582642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1582642.250000 Penalty: 4811.516113
	Iteration 79Q: 3 clusters Score -1582642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1582643.875000 Penalty: 4811.516113
	Iteration 80F: 3 clusters Score -1582644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1582646.250000 Penalty: 4811.516113
	Iteration 81Q: 3 clusters Score -1582646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1582646.750000 Penalty: 4811.516113
	Iteration 82Q: 3 clusters Score -1582647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1582647.750000 Penalty: 4811.516113
	Iteration 83Q: 3 clusters Score -1582648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1582647.625000 Penalty: 4811.516113
	Iteration 84Q: 3 clusters Score -1582648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1582649.000000 Penalty: 4811.516113
	Iteration 85Q: 3 clusters Score -1582649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1582650.000000 Penalty: 4811.516113
	Iteration 86Q: 3 clusters Score -1582650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1582650.000000 Penalty: 4811.516113
	Iteration 87F: 3 clusters Score -1582650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Entering Unmasked Estep 
Score: -905105.250000 Penalty: 2258.942627
	Iteration 0F: 2 clusters Score -905105.2 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 4518 members 
Entering Unmasked Estep 
Score: -898060.750000 Penalty: 4517.885254
	Iteration 0F: 3 clusters Score -898060.8 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -900032.562500 Penalty: 4517.885254
	Iteration 1F: 3 clusters Score -900032.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -900339.062500 Penalty: 4517.885254
	Iteration 2F: 3 clusters Score -900339.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -900556.062500 Penalty: 4517.885254
	Iteration 3F: 3 clusters Score -900556.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -900723.812500 Penalty: 4517.885254
	Iteration 4Q: 3 clusters Score -900723.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -900868.562500 Penalty: 4517.885254
	Iteration 5Q: 3 clusters Score -900868.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -900996.875000 Penalty: 4517.885254
	Iteration 6Q: 3 clusters Score -900996.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -901131.750000 Penalty: 4517.885254
	Iteration 7Q: 3 clusters Score -901131.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -901257.750000 Penalty: 4517.885254
	Iteration 8Q: 3 clusters Score -901257.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -901375.750000 Penalty: 4517.885254
	Iteration 9Q: 3 clusters Score -901375.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -901510.875000 Penalty: 4517.885254
	Iteration 10Q: 3 clusters Score -901510.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -901675.062500 Penalty: 4517.885254
	Iteration 11Q: 3 clusters Score -901675.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -901865.375000 Penalty: 4517.885254
	Iteration 12Q: 3 clusters Score -901865.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -902080.625000 Penalty: 4517.885254
	Iteration 13Q: 3 clusters Score -902080.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -902330.500000 Penalty: 4517.885254
	Iteration 14Q: 3 clusters Score -902330.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -902555.500000 Penalty: 4517.885254
	Iteration 15Q: 3 clusters Score -902555.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -902741.125000 Penalty: 4517.885254
	Iteration 16Q: 3 clusters Score -902741.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -902882.312500 Penalty: 4517.885254
	Iteration 17Q: 3 clusters Score -902882.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -902978.750000 Penalty: 4517.885254
	Iteration 18Q: 3 clusters Score -902978.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -903064.000000 Penalty: 4517.885254
	Iteration 19Q: 3 clusters Score -903064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -903137.562500 Penalty: 4517.885254
	Iteration 20F: 3 clusters Score -903137.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -903201.437500 Penalty: 4517.885254
	Iteration 21Q: 3 clusters Score -903201.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -903262.125000 Penalty: 4517.885254
	Iteration 22Q: 3 clusters Score -903262.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -903310.875000 Penalty: 4517.885254
	Iteration 23Q: 3 clusters Score -903310.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -903351.187500 Penalty: 4517.885254
	Iteration 24Q: 3 clusters Score -903351.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -903373.125000 Penalty: 4517.885254
	Iteration 25Q: 3 clusters Score -903373.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -903385.500000 Penalty: 4517.885254
	Iteration 26Q: 3 clusters Score -903385.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -903393.062500 Penalty: 4517.885254
	Iteration 27Q: 3 clusters Score -903393.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -903399.437500 Penalty: 4517.885254
	Iteration 28Q: 3 clusters Score -903399.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -903407.250000 Penalty: 4517.885254
	Iteration 29Q: 3 clusters Score -903407.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -903414.750000 Penalty: 4517.885254
	Iteration 30Q: 3 clusters Score -903414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -903415.500000 Penalty: 4517.885254
	Iteration 31Q: 3 clusters Score -903415.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -903417.062500 Penalty: 4517.885254
	Iteration 32Q: 3 clusters Score -903417.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -903418.687500 Penalty: 4517.885254
	Iteration 33Q: 3 clusters Score -903418.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -903422.125000 Penalty: 4517.885254
	Iteration 34Q: 3 clusters Score -903422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -903424.250000 Penalty: 4517.885254
	Iteration 35Q: 3 clusters Score -903424.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -903428.375000 Penalty: 4517.885254
	Iteration 36Q: 3 clusters Score -903428.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -903432.500000 Penalty: 4517.885254
	Iteration 37Q: 3 clusters Score -903432.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -903434.437500 Penalty: 4517.885254
	Iteration 38Q: 3 clusters Score -903434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -903433.687500 Penalty: 4517.885254
	Iteration 39Q: 3 clusters Score -903433.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -903433.687500 Penalty: 4517.885254
	Iteration 40F: 3 clusters Score -903433.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (99392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99392 members 
Entering Unmasked Estep 
Score: -10172261.000000 Penalty: 2853.693115
	Iteration 0F: 2 clusters Score -1.017226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -10105661.000000 Penalty: 5707.386230
	Iteration 0F: 3 clusters Score -1.010566e+07 nChanged 46979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -10132510.000000 Penalty: 5707.386230
	Iteration 1F: 3 clusters Score -1.013251e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -10133066.000000 Penalty: 5707.386230
	Iteration 2Q: 3 clusters Score -1.013307e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -10133609.000000 Penalty: 5707.386230
	Iteration 3Q: 3 clusters Score -1.013361e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -10134301.000000 Penalty: 5707.386230
	Iteration 4Q: 3 clusters Score -1.01343e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -10135025.000000 Penalty: 5707.386230
	Iteration 5Q: 3 clusters Score -1.013502e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -10136144.000000 Penalty: 5707.386230
	Iteration 6Q: 3 clusters Score -1.013614e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -10138037.000000 Penalty: 5707.386230
	Iteration 7Q: 3 clusters Score -1.013804e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -10141004.000000 Penalty: 5707.386230
	Iteration 8F: 3 clusters Score -1.0141e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72191 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -10145877.000000 Penalty: 5707.386230
	Iteration 9F: 3 clusters Score -1.014588e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -10152438.000000 Penalty: 5707.386230
	Iteration 10F: 3 clusters Score -1.015244e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87395 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -10159115.000000 Penalty: 5707.386230
	Iteration 11F: 3 clusters Score -1.015912e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92917 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -10164355.000000 Penalty: 5707.386230
	Iteration 12F: 3 clusters Score -1.016436e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96198 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -10167259.000000 Penalty: 5707.386230
	Iteration 13Q: 3 clusters Score -1.016726e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97741 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -10168634.000000 Penalty: 5707.386230
	Iteration 14Q: 3 clusters Score -1.016863e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10169231.000000 Penalty: 5707.386230
	Iteration 15Q: 3 clusters Score -1.016923e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10169499.000000 Penalty: 5707.386230
	Iteration 16Q: 3 clusters Score -1.01695e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98821 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10169644.000000 Penalty: 5707.386230
	Iteration 17Q: 3 clusters Score -1.016964e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98883 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10169746.000000 Penalty: 5707.386230
	Iteration 18Q: 3 clusters Score -1.016975e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98918 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10169791.000000 Penalty: 5707.386230
	Iteration 19Q: 3 clusters Score -1.016979e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98945 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10169845.000000 Penalty: 5707.386230
	Iteration 20F: 3 clusters Score -1.016984e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98964 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10169868.000000 Penalty: 5707.386230
	Iteration 21Q: 3 clusters Score -1.016987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -10169896.000000 Penalty: 5707.386230
	Iteration 22Q: 3 clusters Score -1.01699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10169908.000000 Penalty: 5707.386230
	Iteration 23Q: 3 clusters Score -1.016991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10169917.000000 Penalty: 5707.386230
	Iteration 24Q: 3 clusters Score -1.016992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98983 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10169917.000000 Penalty: 5707.386230
	Iteration 25Q: 3 clusters Score -1.016992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98982 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10169912.000000 Penalty: 5707.386230
	Iteration 26Q: 3 clusters Score -1.016991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98983 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10169913.000000 Penalty: 5707.386230
	Iteration 27Q: 3 clusters Score -1.016991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10169914.000000 Penalty: 5707.386230
	Iteration 28Q: 3 clusters Score -1.016991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98983 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10169914.000000 Penalty: 5707.386230
	Iteration 29Q: 3 clusters Score -1.016991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98982 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10169918.000000 Penalty: 5707.386230
	Iteration 30Q: 3 clusters Score -1.016992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98982 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10169918.000000 Penalty: 5707.386230
	Iteration 31F: 3 clusters Score -1.016992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (285791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285791 members 
Entering Unmasked Estep 
Score: -28603776.000000 Penalty: 3115.627930
	Iteration 0F: 2 clusters Score -2.860378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142741 members 
Mstep: Class 2 contains 143050 members 
Entering Unmasked Estep 
Score: -28422908.000000 Penalty: 6231.255859
	Iteration 0F: 3 clusters Score -2.842291e+07 nChanged 138279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139290 members 
Mstep: Class 2 contains 146501 members 
Entering Unmasked Estep 
Score: -28505258.000000 Penalty: 6231.255859
	Iteration 1F: 3 clusters Score -2.850526e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136594 members 
Mstep: Class 2 contains 149197 members 
Entering Unmasked Estep 
Score: -28507004.000000 Penalty: 6231.255859
	Iteration 2Q: 3 clusters Score -2.8507e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132158 members 
Mstep: Class 2 contains 153633 members 
Entering Unmasked Estep 
Score: -28509852.000000 Penalty: 6231.255859
	Iteration 3Q: 3 clusters Score -2.850985e+07 nChanged 12222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125372 members 
Mstep: Class 2 contains 160419 members 
Entering Unmasked Estep 
Score: -28514558.000000 Penalty: 6231.255859
	Iteration 4Q: 3 clusters Score -2.851456e+07 nChanged 15657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115011 members 
Mstep: Class 2 contains 170780 members 
Entering Unmasked Estep 
Score: -28521874.000000 Penalty: 6231.255859
	Iteration 5F: 3 clusters Score -2.852187e+07 nChanged 18689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 184703 members 
Entering Unmasked Estep 
Score: -28532040.000000 Penalty: 6231.255859
	Iteration 6F: 3 clusters Score -2.853204e+07 nChanged 20436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84286 members 
Mstep: Class 2 contains 201505 members 
Entering Unmasked Estep 
Score: -28543124.000000 Penalty: 6231.255859
	Iteration 7F: 3 clusters Score -2.854312e+07 nChanged 20087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 219296 members 
Entering Unmasked Estep 
Score: -28554678.000000 Penalty: 6231.255859
	Iteration 8F: 3 clusters Score -2.855468e+07 nChanged 17934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 236322 members 
Entering Unmasked Estep 
Score: -28565704.000000 Penalty: 6231.255859
	Iteration 9F: 3 clusters Score -2.85657e+07 nChanged 14659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 250761 members 
Entering Unmasked Estep 
Score: -28575594.000000 Penalty: 6231.255859
	Iteration 10F: 3 clusters Score -2.857559e+07 nChanged 11274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 261979 members 
Entering Unmasked Estep 
Score: -28583454.000000 Penalty: 6231.255859
	Iteration 11Q: 3 clusters Score -2.858345e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 270072 members 
Entering Unmasked Estep 
Score: -28589744.000000 Penalty: 6231.255859
	Iteration 12Q: 3 clusters Score -2.858974e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 275468 members 
Entering Unmasked Estep 
Score: -28594198.000000 Penalty: 6231.255859
	Iteration 13Q: 3 clusters Score -2.85942e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 278703 members 
Entering Unmasked Estep 
Score: -28596904.000000 Penalty: 6231.255859
	Iteration 14Q: 3 clusters Score -2.85969e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 280630 members 
Entering Unmasked Estep 
Score: -28598580.000000 Penalty: 6231.255859
	Iteration 15Q: 3 clusters Score -2.859858e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 281758 members 
Entering Unmasked Estep 
Score: -28599560.000000 Penalty: 6231.255859
	Iteration 16Q: 3 clusters Score -2.859956e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 282387 members 
Entering Unmasked Estep 
Score: -28600130.000000 Penalty: 6231.255859
	Iteration 17Q: 3 clusters Score -2.860013e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 282809 members 
Entering Unmasked Estep 
Score: -28600512.000000 Penalty: 6231.255859
	Iteration 18Q: 3 clusters Score -2.860051e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 283098 members 
Entering Unmasked Estep 
Score: -28600832.000000 Penalty: 6231.255859
	Iteration 19Q: 3 clusters Score -2.860083e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 283324 members 
Entering Unmasked Estep 
Score: -28601036.000000 Penalty: 6231.255859
	Iteration 20F: 3 clusters Score -2.860104e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 283492 members 
Entering Unmasked Estep 
Score: -28601250.000000 Penalty: 6231.255859
	Iteration 21Q: 3 clusters Score -2.860125e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 283612 members 
Entering Unmasked Estep 
Score: -28601310.000000 Penalty: 6231.255859
	Iteration 22Q: 3 clusters Score -2.860131e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 283674 members 
Entering Unmasked Estep 
Score: -28601342.000000 Penalty: 6231.255859
	Iteration 23Q: 3 clusters Score -2.860134e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 283732 members 
Entering Unmasked Estep 
Score: -28601460.000000 Penalty: 6231.255859
	Iteration 24Q: 3 clusters Score -2.860146e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 283778 members 
Entering Unmasked Estep 
Score: -28601510.000000 Penalty: 6231.255859
	Iteration 25Q: 3 clusters Score -2.860151e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 283825 members 
Entering Unmasked Estep 
Score: -28601522.000000 Penalty: 6231.255859
	Iteration 26Q: 3 clusters Score -2.860152e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 283868 members 
Entering Unmasked Estep 
Score: -28601536.000000 Penalty: 6231.255859
	Iteration 27Q: 3 clusters Score -2.860154e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 283893 members 
Entering Unmasked Estep 
Score: -28601582.000000 Penalty: 6231.255859
	Iteration 28Q: 3 clusters Score -2.860158e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 283921 members 
Entering Unmasked Estep 
Score: -28601562.000000 Penalty: 6231.255859
	Iteration 29Q: 3 clusters Score -2.860156e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 283945 members 
Entering Unmasked Estep 
Score: -28601562.000000 Penalty: 6231.255859
	Iteration 30Q: 3 clusters Score -2.860156e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 283968 members 
Entering Unmasked Estep 
Score: -28601570.000000 Penalty: 6231.255859
	Iteration 31Q: 3 clusters Score -2.860157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 283981 members 
Entering Unmasked Estep 
Score: -28601556.000000 Penalty: 6231.255859
	Iteration 32Q: 3 clusters Score -2.860156e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 283987 members 
Entering Unmasked Estep 
Score: -28601588.000000 Penalty: 6231.255859
	Iteration 33Q: 3 clusters Score -2.860159e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 284004 members 
Entering Unmasked Estep 
Score: -28601604.000000 Penalty: 6231.255859
	Iteration 34Q: 3 clusters Score -2.86016e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 284023 members 
Entering Unmasked Estep 
Score: -28601598.000000 Penalty: 6231.255859
	Iteration 35Q: 3 clusters Score -2.86016e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 284041 members 
Entering Unmasked Estep 
Score: -28601624.000000 Penalty: 6231.255859
	Iteration 36Q: 3 clusters Score -2.860162e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 284060 members 
Entering Unmasked Estep 
Score: -28601632.000000 Penalty: 6231.255859
	Iteration 37Q: 3 clusters Score -2.860163e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 284076 members 
Entering Unmasked Estep 
Score: -28601614.000000 Penalty: 6231.255859
	Iteration 38Q: 3 clusters Score -2.860161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 284093 members 
Entering Unmasked Estep 
Score: -28601618.000000 Penalty: 6231.255859
	Iteration 39Q: 3 clusters Score -2.860162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 284106 members 
Entering Unmasked Estep 
Score: -28601656.000000 Penalty: 6231.255859
	Iteration 40F: 3 clusters Score -2.860166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 284119 members 
Entering Unmasked Estep 
Score: -28601654.000000 Penalty: 6231.255859
	Iteration 41Q: 3 clusters Score -2.860165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 284125 members 
Entering Unmasked Estep 
Score: -28601652.000000 Penalty: 6231.255859
	Iteration 42Q: 3 clusters Score -2.860165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 284141 members 
Entering Unmasked Estep 
Score: -28601656.000000 Penalty: 6231.255859
	Iteration 43Q: 3 clusters Score -2.860166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 284144 members 
Entering Unmasked Estep 
Score: -28601648.000000 Penalty: 6231.255859
	Iteration 44Q: 3 clusters Score -2.860165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 284150 members 
Entering Unmasked Estep 
Score: -28601648.000000 Penalty: 6231.255859
	Iteration 45Q: 3 clusters Score -2.860165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 284151 members 
Entering Unmasked Estep 
Score: -28601626.000000 Penalty: 6231.255859
	Iteration 46Q: 3 clusters Score -2.860163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 284153 members 
Entering Unmasked Estep 
Score: -28601626.000000 Penalty: 6231.255859
	Iteration 47Q: 3 clusters Score -2.860163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 284155 members 
Entering Unmasked Estep 
Score: -28601634.000000 Penalty: 6231.255859
	Iteration 48Q: 3 clusters Score -2.860163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 284155 members 
Entering Unmasked Estep 
Score: -28601634.000000 Penalty: 6231.255859
	Iteration 49F: 3 clusters Score -2.860163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Entering Unmasked Estep 
Score: -496101.125000 Penalty: 2121.513184
	Iteration 0F: 2 clusters Score -496101.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -491503.125000 Penalty: 4243.026367
	Iteration 0F: 3 clusters Score -491503.1 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -492776.031250 Penalty: 4243.026367
	Iteration 1F: 3 clusters Score -492776 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -493104.218750 Penalty: 4243.026367
	Iteration 2F: 3 clusters Score -493104.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -493314.343750 Penalty: 4243.026367
	Iteration 3F: 3 clusters Score -493314.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -493469.968750 Penalty: 4243.026367
	Iteration 4Q: 3 clusters Score -493470 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -493605.843750 Penalty: 4243.026367
	Iteration 5Q: 3 clusters Score -493605.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -493726.281250 Penalty: 4243.026367
	Iteration 6Q: 3 clusters Score -493726.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -493862.843750 Penalty: 4243.026367
	Iteration 7Q: 3 clusters Score -493862.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -493987.812500 Penalty: 4243.026367
	Iteration 8Q: 3 clusters Score -493987.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -494083.000000 Penalty: 4243.026367
	Iteration 9Q: 3 clusters Score -494083 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -494157.250000 Penalty: 4243.026367
	Iteration 10Q: 3 clusters Score -494157.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -494227.312500 Penalty: 4243.026367
	Iteration 11Q: 3 clusters Score -494227.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -494309.875000 Penalty: 4243.026367
	Iteration 12Q: 3 clusters Score -494309.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -494384.125000 Penalty: 4243.026367
	Iteration 13Q: 3 clusters Score -494384.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -494469.218750 Penalty: 4243.026367
	Iteration 14Q: 3 clusters Score -494469.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -494566.093750 Penalty: 4243.026367
	Iteration 15Q: 3 clusters Score -494566.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -494671.843750 Penalty: 4243.026367
	Iteration 16Q: 3 clusters Score -494671.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -494774.468750 Penalty: 4243.026367
	Iteration 17Q: 3 clusters Score -494774.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -494882.781250 Penalty: 4243.026367
	Iteration 18Q: 3 clusters Score -494882.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -494988.343750 Penalty: 4243.026367
	Iteration 19Q: 3 clusters Score -494988.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -495076.500000 Penalty: 4243.026367
	Iteration 20F: 3 clusters Score -495076.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -495159.218750 Penalty: 4243.026367
	Iteration 21Q: 3 clusters Score -495159.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -495220.718750 Penalty: 4243.026367
	Iteration 22Q: 3 clusters Score -495220.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -495271.656250 Penalty: 4243.026367
	Iteration 23Q: 3 clusters Score -495271.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -495308.937500 Penalty: 4243.026367
	Iteration 24Q: 3 clusters Score -495308.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -495343.593750 Penalty: 4243.026367
	Iteration 25Q: 3 clusters Score -495343.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -495364.750000 Penalty: 4243.026367
	Iteration 26Q: 3 clusters Score -495364.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -495388.031250 Penalty: 4243.026367
	Iteration 27Q: 3 clusters Score -495388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -495417.093750 Penalty: 4243.026367
	Iteration 28Q: 3 clusters Score -495417.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -495438.468750 Penalty: 4243.026367
	Iteration 29Q: 3 clusters Score -495438.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -495448.250000 Penalty: 4243.026367
	Iteration 30Q: 3 clusters Score -495448.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -495452.218750 Penalty: 4243.026367
	Iteration 31Q: 3 clusters Score -495452.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -495454.281250 Penalty: 4243.026367
	Iteration 32Q: 3 clusters Score -495454.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -495455.718750 Penalty: 4243.026367
	Iteration 33Q: 3 clusters Score -495455.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -495457.031250 Penalty: 4243.026367
	Iteration 34Q: 3 clusters Score -495457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -495457.437500 Penalty: 4243.026367
	Iteration 35Q: 3 clusters Score -495457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -495456.687500 Penalty: 4243.026367
	Iteration 36Q: 3 clusters Score -495456.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -495458.406250 Penalty: 4243.026367
	Iteration 37Q: 3 clusters Score -495458.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -495462.093750 Penalty: 4243.026367
	Iteration 38Q: 3 clusters Score -495462.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -495463.468750 Penalty: 4243.026367
	Iteration 39Q: 3 clusters Score -495463.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -495463.875000 Penalty: 4243.026367
	Iteration 40F: 3 clusters Score -495463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -495464.156250 Penalty: 4243.026367
	Iteration 41Q: 3 clusters Score -495464.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -495464.156250 Penalty: 4243.026367
	Iteration 42F: 3 clusters Score -495464.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Entering Unmasked Estep 
Score: -785031.000000 Penalty: 2220.502686
	Iteration 0F: 2 clusters Score -785031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -778744.125000 Penalty: 4441.005371
	Iteration 0F: 3 clusters Score -778744.1 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -780429.187500 Penalty: 4441.005371
	Iteration 1F: 3 clusters Score -780429.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -780694.437500 Penalty: 4441.005371
	Iteration 2F: 3 clusters Score -780694.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -780865.375000 Penalty: 4441.005371
	Iteration 3F: 3 clusters Score -780865.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -780962.250000 Penalty: 4441.005371
	Iteration 4Q: 3 clusters Score -780962.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -781023.875000 Penalty: 4441.005371
	Iteration 5Q: 3 clusters Score -781023.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -781067.062500 Penalty: 4441.005371
	Iteration 6Q: 3 clusters Score -781067.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -781098.562500 Penalty: 4441.005371
	Iteration 7Q: 3 clusters Score -781098.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -781128.187500 Penalty: 4441.005371
	Iteration 8Q: 3 clusters Score -781128.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -781152.875000 Penalty: 4441.005371
	Iteration 9Q: 3 clusters Score -781152.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -781175.625000 Penalty: 4441.005371
	Iteration 10Q: 3 clusters Score -781175.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -781202.625000 Penalty: 4441.005371
	Iteration 11Q: 3 clusters Score -781202.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -781229.625000 Penalty: 4441.005371
	Iteration 12Q: 3 clusters Score -781229.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -781263.625000 Penalty: 4441.005371
	Iteration 13Q: 3 clusters Score -781263.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -781305.500000 Penalty: 4441.005371
	Iteration 14Q: 3 clusters Score -781305.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -781350.500000 Penalty: 4441.005371
	Iteration 15Q: 3 clusters Score -781350.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -781400.562500 Penalty: 4441.005371
	Iteration 16Q: 3 clusters Score -781400.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -781460.062500 Penalty: 4441.005371
	Iteration 17Q: 3 clusters Score -781460.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -781529.750000 Penalty: 4441.005371
	Iteration 18Q: 3 clusters Score -781529.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -781623.937500 Penalty: 4441.005371
	Iteration 19Q: 3 clusters Score -781623.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -781738.375000 Penalty: 4441.005371
	Iteration 20F: 3 clusters Score -781738.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -781866.187500 Penalty: 4441.005371
	Iteration 21Q: 3 clusters Score -781866.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -781991.062500 Penalty: 4441.005371
	Iteration 22Q: 3 clusters Score -781991.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -782131.562500 Penalty: 4441.005371
	Iteration 23Q: 3 clusters Score -782131.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -782308.437500 Penalty: 4441.005371
	Iteration 24Q: 3 clusters Score -782308.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -782485.750000 Penalty: 4441.005371
	Iteration 25Q: 3 clusters Score -782485.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -782617.250000 Penalty: 4441.005371
	Iteration 26Q: 3 clusters Score -782617.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -782729.062500 Penalty: 4441.005371
	Iteration 27Q: 3 clusters Score -782729.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -782819.812500 Penalty: 4441.005371
	Iteration 28Q: 3 clusters Score -782819.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -782892.250000 Penalty: 4441.005371
	Iteration 29Q: 3 clusters Score -782892.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -782947.937500 Penalty: 4441.005371
	Iteration 30Q: 3 clusters Score -782947.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -782985.312500 Penalty: 4441.005371
	Iteration 31Q: 3 clusters Score -782985.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -783025.375000 Penalty: 4441.005371
	Iteration 32Q: 3 clusters Score -783025.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -783066.750000 Penalty: 4441.005371
	Iteration 33Q: 3 clusters Score -783066.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -783088.812500 Penalty: 4441.005371
	Iteration 34Q: 3 clusters Score -783088.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -783116.062500 Penalty: 4441.005371
	Iteration 35Q: 3 clusters Score -783116.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -783133.937500 Penalty: 4441.005371
	Iteration 36Q: 3 clusters Score -783133.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -783148.062500 Penalty: 4441.005371
	Iteration 37Q: 3 clusters Score -783148.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -783159.875000 Penalty: 4441.005371
	Iteration 38Q: 3 clusters Score -783159.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -783167.250000 Penalty: 4441.005371
	Iteration 39Q: 3 clusters Score -783167.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -783173.437500 Penalty: 4441.005371
	Iteration 40F: 3 clusters Score -783173.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -783180.687500 Penalty: 4441.005371
	Iteration 41Q: 3 clusters Score -783180.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -783193.375000 Penalty: 4441.005371
	Iteration 42Q: 3 clusters Score -783193.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -783198.562500 Penalty: 4441.005371
	Iteration 43Q: 3 clusters Score -783198.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -783201.937500 Penalty: 4441.005371
	Iteration 44Q: 3 clusters Score -783201.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -783204.062500 Penalty: 4441.005371
	Iteration 45Q: 3 clusters Score -783204.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -783205.500000 Penalty: 4441.005371
	Iteration 46Q: 3 clusters Score -783205.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -783206.125000 Penalty: 4441.005371
	Iteration 47Q: 3 clusters Score -783206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -783206.375000 Penalty: 4441.005371
	Iteration 48Q: 3 clusters Score -783206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -783206.687500 Penalty: 4441.005371
	Iteration 49Q: 3 clusters Score -783206.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -783206.687500 Penalty: 4441.005371
	Iteration 50F: 3 clusters Score -783206.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -191639.359375 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -191639.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -189047.078125 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -189047.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -189526.625000 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -189526.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -189660.890625 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -189660.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -189768.531250 Penalty: 3772.768311
	Iteration 3Q: 3 clusters Score -189768.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -189853.906250 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -189853.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -189942.546875 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -189942.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -190042.453125 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -190042.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -190131.843750 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -190131.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -190207.906250 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -190207.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -190265.328125 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -190265.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -190336.109375 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -190336.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -190406.109375 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -190406.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -190444.875000 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -190444.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -190472.812500 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -190472.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -190490.921875 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -190490.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -190505.093750 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -190505.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -190518.125000 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -190518.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -190526.500000 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -190526.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -190533.531250 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -190533.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -190537.484375 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -190537.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -190542.671875 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -190542.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -190546.031250 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -190546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -190546.953125 Penalty: 3772.768311
	Iteration 22Q: 3 clusters Score -190547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -190549.390625 Penalty: 3772.768311
	Iteration 23Q: 3 clusters Score -190549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -190551.875000 Penalty: 3772.768311
	Iteration 24Q: 3 clusters Score -190551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -190553.781250 Penalty: 3772.768311
	Iteration 25Q: 3 clusters Score -190553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -190557.921875 Penalty: 3772.768311
	Iteration 26Q: 3 clusters Score -190557.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -190560.140625 Penalty: 3772.768311
	Iteration 27Q: 3 clusters Score -190560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -190563.312500 Penalty: 3772.768311
	Iteration 28Q: 3 clusters Score -190563.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -190565.062500 Penalty: 3772.768311
	Iteration 29Q: 3 clusters Score -190565.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -190567.656250 Penalty: 3772.768311
	Iteration 30Q: 3 clusters Score -190567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -190569.859375 Penalty: 3772.768311
	Iteration 31Q: 3 clusters Score -190569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -190572.078125 Penalty: 3772.768311
	Iteration 32Q: 3 clusters Score -190572.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -190573.500000 Penalty: 3772.768311
	Iteration 33Q: 3 clusters Score -190573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -190577.250000 Penalty: 3772.768311
	Iteration 34Q: 3 clusters Score -190577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -190581.359375 Penalty: 3772.768311
	Iteration 35Q: 3 clusters Score -190581.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -190585.968750 Penalty: 3772.768311
	Iteration 36Q: 3 clusters Score -190586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -190590.265625 Penalty: 3772.768311
	Iteration 37Q: 3 clusters Score -190590.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -190595.187500 Penalty: 3772.768311
	Iteration 38Q: 3 clusters Score -190595.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -190599.328125 Penalty: 3772.768311
	Iteration 39Q: 3 clusters Score -190599.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -190602.187500 Penalty: 3772.768311
	Iteration 40F: 3 clusters Score -190602.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -190609.468750 Penalty: 3772.768311
	Iteration 41Q: 3 clusters Score -190609.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -190618.437500 Penalty: 3772.768311
	Iteration 42Q: 3 clusters Score -190618.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -190622.750000 Penalty: 3772.768311
	Iteration 43Q: 3 clusters Score -190622.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -190624.421875 Penalty: 3772.768311
	Iteration 44Q: 3 clusters Score -190624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -190626.218750 Penalty: 3772.768311
	Iteration 45Q: 3 clusters Score -190626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -190628.203125 Penalty: 3772.768311
	Iteration 46Q: 3 clusters Score -190628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -190628.859375 Penalty: 3772.768311
	Iteration 47Q: 3 clusters Score -190628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -190629.015625 Penalty: 3772.768311
	Iteration 48Q: 3 clusters Score -190629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -190629.015625 Penalty: 3772.768311
	Iteration 49F: 3 clusters Score -190629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Entering Unmasked Estep 
Score: -284037.062500 Penalty: 1989.759766
	Iteration 0F: 2 clusters Score -284037.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -280763.531250 Penalty: 3979.519531
	Iteration 0F: 3 clusters Score -280763.5 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -281515.656250 Penalty: 3979.519531
	Iteration 1F: 3 clusters Score -281515.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -281774.937500 Penalty: 3979.519531
	Iteration 2F: 3 clusters Score -281774.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -281970.656250 Penalty: 3979.519531
	Iteration 3F: 3 clusters Score -281970.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -282147.343750 Penalty: 3979.519531
	Iteration 4Q: 3 clusters Score -282147.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -282297.468750 Penalty: 3979.519531
	Iteration 5Q: 3 clusters Score -282297.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -282425.000000 Penalty: 3979.519531
	Iteration 6Q: 3 clusters Score -282425 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -282498.718750 Penalty: 3979.519531
	Iteration 7Q: 3 clusters Score -282498.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -282533.406250 Penalty: 3979.519531
	Iteration 8Q: 3 clusters Score -282533.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -282562.750000 Penalty: 3979.519531
	Iteration 9Q: 3 clusters Score -282562.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -282589.843750 Penalty: 3979.519531
	Iteration 10Q: 3 clusters Score -282589.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -282629.375000 Penalty: 3979.519531
	Iteration 11Q: 3 clusters Score -282629.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -282658.250000 Penalty: 3979.519531
	Iteration 12Q: 3 clusters Score -282658.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -282681.968750 Penalty: 3979.519531
	Iteration 13Q: 3 clusters Score -282682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -282699.562500 Penalty: 3979.519531
	Iteration 14Q: 3 clusters Score -282699.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -282722.437500 Penalty: 3979.519531
	Iteration 15Q: 3 clusters Score -282722.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -282744.875000 Penalty: 3979.519531
	Iteration 16Q: 3 clusters Score -282744.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -282771.937500 Penalty: 3979.519531
	Iteration 17Q: 3 clusters Score -282771.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -282793.843750 Penalty: 3979.519531
	Iteration 18Q: 3 clusters Score -282793.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -282811.843750 Penalty: 3979.519531
	Iteration 19Q: 3 clusters Score -282811.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -282829.500000 Penalty: 3979.519531
	Iteration 20F: 3 clusters Score -282829.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -282848.093750 Penalty: 3979.519531
	Iteration 21Q: 3 clusters Score -282848.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -282869.000000 Penalty: 3979.519531
	Iteration 22Q: 3 clusters Score -282869 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -282892.250000 Penalty: 3979.519531
	Iteration 23Q: 3 clusters Score -282892.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -282919.343750 Penalty: 3979.519531
	Iteration 24Q: 3 clusters Score -282919.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -282947.562500 Penalty: 3979.519531
	Iteration 25Q: 3 clusters Score -282947.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -282978.218750 Penalty: 3979.519531
	Iteration 26Q: 3 clusters Score -282978.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -283003.156250 Penalty: 3979.519531
	Iteration 27Q: 3 clusters Score -283003.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -283027.000000 Penalty: 3979.519531
	Iteration 28Q: 3 clusters Score -283027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -283056.468750 Penalty: 3979.519531
	Iteration 29Q: 3 clusters Score -283056.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -283086.750000 Penalty: 3979.519531
	Iteration 30Q: 3 clusters Score -283086.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -283124.375000 Penalty: 3979.519531
	Iteration 31Q: 3 clusters Score -283124.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -283153.218750 Penalty: 3979.519531
	Iteration 32Q: 3 clusters Score -283153.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -283162.281250 Penalty: 3979.519531
	Iteration 33Q: 3 clusters Score -283162.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -283168.187500 Penalty: 3979.519531
	Iteration 34Q: 3 clusters Score -283168.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -283174.968750 Penalty: 3979.519531
	Iteration 35Q: 3 clusters Score -283175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -283180.250000 Penalty: 3979.519531
	Iteration 36Q: 3 clusters Score -283180.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -283186.125000 Penalty: 3979.519531
	Iteration 37Q: 3 clusters Score -283186.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -283194.656250 Penalty: 3979.519531
	Iteration 38Q: 3 clusters Score -283194.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -283201.250000 Penalty: 3979.519531
	Iteration 39Q: 3 clusters Score -283201.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -283208.031250 Penalty: 3979.519531
	Iteration 40F: 3 clusters Score -283208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -283210.843750 Penalty: 3979.519531
	Iteration 41Q: 3 clusters Score -283210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -283213.750000 Penalty: 3979.519531
	Iteration 42Q: 3 clusters Score -283213.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -283220.125000 Penalty: 3979.519531
	Iteration 43Q: 3 clusters Score -283220.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -283224.718750 Penalty: 3979.519531
	Iteration 44Q: 3 clusters Score -283224.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -283228.937500 Penalty: 3979.519531
	Iteration 45Q: 3 clusters Score -283228.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -283230.437500 Penalty: 3979.519531
	Iteration 46Q: 3 clusters Score -283230.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -283230.718750 Penalty: 3979.519531
	Iteration 47Q: 3 clusters Score -283230.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -283230.718750 Penalty: 3979.519531
	Iteration 48Q: 3 clusters Score -283230.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -283230.718750 Penalty: 3979.519531
	Iteration 49F: 3 clusters Score -283230.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4779 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8452 members 
Mstep: Class 5 contains 66065 members 
Mstep: Class 6 contains 7965 members 
Mstep: Class 7 contains 16689 members 
Mstep: Class 8 contains 41755 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 24201 members 
Mstep: Class 11 contains 64796 members 
Mstep: Class 12 contains 42676 members 
Mstep: Class 13 contains 196472 members 
Mstep: Class 14 contains 19270 members 
Mstep: Class 15 contains 10896 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 71063 members 
Mstep: Class 18 contains 259697 members 
Mstep: Class 19 contains 22400 members 
Mstep: Class 20 contains 166217 members 
Mstep: Class 21 contains 20639 members 
Mstep: Class 22 contains 43202 members 
Mstep: Class 23 contains 36550 members 
Mstep: Class 24 contains 10819 members 
Mstep: Class 25 contains 9243 members 
Mstep: Class 26 contains 12449 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9033 members 
Mstep: Class 30 contains 99392 members 
Mstep: Class 31 contains 285791 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7736 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148544.000000 Penalty: 124097.632812
Iteration 239Q: 36 clusters Score -1.571485e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4780 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8452 members 
Mstep: Class 5 contains 66100 members 
Mstep: Class 6 contains 7963 members 
Mstep: Class 7 contains 16689 members 
Mstep: Class 8 contains 41766 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 24176 members 
Mstep: Class 11 contains 64852 members 
Mstep: Class 12 contains 42692 members 
Mstep: Class 13 contains 196512 members 
Mstep: Class 14 contains 19294 members 
Mstep: Class 15 contains 10898 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 71384 members 
Mstep: Class 18 contains 258477 members 
Mstep: Class 19 contains 22405 members 
Mstep: Class 20 contains 166969 members 
Mstep: Class 21 contains 20639 members 
Mstep: Class 22 contains 43204 members 
Mstep: Class 23 contains 36590 members 
Mstep: Class 24 contains 10821 members 
Mstep: Class 25 contains 9243 members 
Mstep: Class 26 contains 12449 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9033 members 
Mstep: Class 30 contains 99410 members 
Mstep: Class 31 contains 285716 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148160.000000 Penalty: 124097.632812
Iteration 240F: 36 clusters Score -1.571482e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4781 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 5 contains 66137 members 
Mstep: Class 6 contains 7963 members 
Mstep: Class 7 contains 16688 members 
Mstep: Class 8 contains 41773 members 
Mstep: Class 9 contains 14748 members 
Mstep: Class 10 contains 24148 members 
Mstep: Class 11 contains 64911 members 
Mstep: Class 12 contains 42714 members 
Mstep: Class 13 contains 196535 members 
Mstep: Class 14 contains 19320 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 71676 members 
Mstep: Class 18 contains 257364 members 
Mstep: Class 19 contains 22404 members 
Mstep: Class 20 contains 167665 members 
Mstep: Class 21 contains 20633 members 
Mstep: Class 22 contains 43209 members 
Mstep: Class 23 contains 36637 members 
Mstep: Class 24 contains 10820 members 
Mstep: Class 25 contains 9243 members 
Mstep: Class 26 contains 12453 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9034 members 
Mstep: Class 30 contains 99431 members 
Mstep: Class 31 contains 285630 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7729 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148288.000000 Penalty: 124097.632812
Iteration 241Q: 36 clusters Score -1.571483e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4782 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 5 contains 66163 members 
Mstep: Class 6 contains 7963 members 
Mstep: Class 7 contains 16686 members 
Mstep: Class 8 contains 41781 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 24123 members 
Mstep: Class 11 contains 64983 members 
Mstep: Class 12 contains 42745 members 
Mstep: Class 13 contains 196551 members 
Mstep: Class 14 contains 19333 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 71980 members 
Mstep: Class 18 contains 256259 members 
Mstep: Class 19 contains 22402 members 
Mstep: Class 20 contains 168376 members 
Mstep: Class 21 contains 20625 members 
Mstep: Class 22 contains 43213 members 
Mstep: Class 23 contains 36678 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9244 members 
Mstep: Class 26 contains 12460 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9034 members 
Mstep: Class 30 contains 99442 members 
Mstep: Class 31 contains 285531 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 7728 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148528.000000 Penalty: 124097.632812
Iteration 242Q: 36 clusters Score -1.571485e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4782 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8450 members 
Mstep: Class 5 contains 66186 members 
Mstep: Class 6 contains 7965 members 
Mstep: Class 7 contains 16685 members 
Mstep: Class 8 contains 41792 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 24107 members 
Mstep: Class 11 contains 65054 members 
Mstep: Class 12 contains 42785 members 
Mstep: Class 13 contains 196587 members 
Mstep: Class 14 contains 19344 members 
Mstep: Class 15 contains 10898 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 72269 members 
Mstep: Class 18 contains 255194 members 
Mstep: Class 19 contains 22404 members 
Mstep: Class 20 contains 169043 members 
Mstep: Class 21 contains 20618 members 
Mstep: Class 22 contains 43209 members 
Mstep: Class 23 contains 36710 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12465 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9033 members 
Mstep: Class 30 contains 99449 members 
Mstep: Class 31 contains 285436 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 7727 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148304.000000 Penalty: 124097.632812
Iteration 243Q: 36 clusters Score -1.571483e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4782 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8450 members 
Mstep: Class 5 contains 66201 members 
Mstep: Class 6 contains 7967 members 
Mstep: Class 7 contains 16684 members 
Mstep: Class 8 contains 41801 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 24093 members 
Mstep: Class 11 contains 65126 members 
Mstep: Class 12 contains 42806 members 
Mstep: Class 13 contains 196644 members 
Mstep: Class 14 contains 19357 members 
Mstep: Class 15 contains 10898 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 72530 members 
Mstep: Class 18 contains 254184 members 
Mstep: Class 19 contains 22398 members 
Mstep: Class 20 contains 169665 members 
Mstep: Class 21 contains 20614 members 
Mstep: Class 22 contains 43212 members 
Mstep: Class 23 contains 36721 members 
Mstep: Class 24 contains 10800 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12473 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9033 members 
Mstep: Class 30 contains 99475 members 
Mstep: Class 31 contains 285358 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148640.000000 Penalty: 124097.632812
Iteration 244Q: 36 clusters Score -1.571486e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4786 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 5 contains 66215 members 
Mstep: Class 6 contains 7966 members 
Mstep: Class 7 contains 16684 members 
Mstep: Class 8 contains 41807 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 24079 members 
Mstep: Class 11 contains 65188 members 
Mstep: Class 12 contains 42824 members 
Mstep: Class 13 contains 196709 members 
Mstep: Class 14 contains 19378 members 
Mstep: Class 15 contains 10898 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 72775 members 
Mstep: Class 18 contains 253210 members 
Mstep: Class 19 contains 22396 members 
Mstep: Class 20 contains 170301 members 
Mstep: Class 21 contains 20607 members 
Mstep: Class 22 contains 43212 members 
Mstep: Class 23 contains 36745 members 
Mstep: Class 24 contains 10793 members 
Mstep: Class 25 contains 9249 members 
Mstep: Class 26 contains 12473 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9034 members 
Mstep: Class 30 contains 99481 members 
Mstep: Class 31 contains 285259 members 
Mstep: Class 32 contains 5189 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148752.000000 Penalty: 124097.632812
Iteration 245Q: 36 clusters Score -1.571488e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8446 members 
Mstep: Class 5 contains 66240 members 
Mstep: Class 6 contains 7964 members 
Mstep: Class 7 contains 16685 members 
Mstep: Class 8 contains 41810 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 24068 members 
Mstep: Class 11 contains 65253 members 
Mstep: Class 12 contains 42841 members 
Mstep: Class 13 contains 196796 members 
Mstep: Class 14 contains 19391 members 
Mstep: Class 15 contains 10898 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 73007 members 
Mstep: Class 18 contains 252255 members 
Mstep: Class 19 contains 22395 members 
Mstep: Class 20 contains 170916 members 
Mstep: Class 21 contains 20597 members 
Mstep: Class 22 contains 43209 members 
Mstep: Class 23 contains 36766 members 
Mstep: Class 24 contains 10787 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12474 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9032 members 
Mstep: Class 30 contains 99497 members 
Mstep: Class 31 contains 285153 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7725 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148592.000000 Penalty: 124097.632812
Iteration 246Q: 36 clusters Score -1.571486e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8446 members 
Mstep: Class 5 contains 66259 members 
Mstep: Class 6 contains 7963 members 
Mstep: Class 7 contains 16685 members 
Mstep: Class 8 contains 41821 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 24056 members 
Mstep: Class 11 contains 65310 members 
Mstep: Class 12 contains 42853 members 
Mstep: Class 13 contains 196877 members 
Mstep: Class 14 contains 19396 members 
Mstep: Class 15 contains 10898 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 73203 members 
Mstep: Class 18 contains 251383 members 
Mstep: Class 19 contains 22393 members 
Mstep: Class 20 contains 171470 members 
Mstep: Class 21 contains 20589 members 
Mstep: Class 22 contains 43214 members 
Mstep: Class 23 contains 36788 members 
Mstep: Class 24 contains 10787 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12474 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 16331 members 
Mstep: Class 29 contains 9031 members 
Mstep: Class 30 contains 99514 members 
Mstep: Class 31 contains 285066 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7727 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148528.000000 Penalty: 124097.632812
Iteration 247Q: 36 clusters Score -1.571485e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8448 members 
Mstep: Class 5 contains 66269 members 
Mstep: Class 6 contains 7962 members 
Mstep: Class 7 contains 16685 members 
Mstep: Class 8 contains 41827 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 24049 members 
Mstep: Class 11 contains 65360 members 
Mstep: Class 12 contains 42885 members 
Mstep: Class 13 contains 196945 members 
Mstep: Class 14 contains 19393 members 
Mstep: Class 15 contains 10898 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 73411 members 
Mstep: Class 18 contains 250546 members 
Mstep: Class 19 contains 22388 members 
Mstep: Class 20 contains 172006 members 
Mstep: Class 21 contains 20578 members 
Mstep: Class 22 contains 43216 members 
Mstep: Class 23 contains 36819 members 
Mstep: Class 24 contains 10791 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12475 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16331 members 
Mstep: Class 29 contains 9031 members 
Mstep: Class 30 contains 99523 members 
Mstep: Class 31 contains 284968 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7728 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148768.000000 Penalty: 124097.632812
Iteration 248Q: 36 clusters Score -1.571488e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 5 contains 66270 members 
Mstep: Class 6 contains 7963 members 
Mstep: Class 7 contains 16685 members 
Mstep: Class 8 contains 41822 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 24043 members 
Mstep: Class 11 contains 65415 members 
Mstep: Class 12 contains 42914 members 
Mstep: Class 13 contains 197005 members 
Mstep: Class 14 contains 19397 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 73617 members 
Mstep: Class 18 contains 249713 members 
Mstep: Class 19 contains 22385 members 
Mstep: Class 20 contains 172575 members 
Mstep: Class 21 contains 20571 members 
Mstep: Class 22 contains 43215 members 
Mstep: Class 23 contains 36838 members 
Mstep: Class 24 contains 10787 members 
Mstep: Class 25 contains 9249 members 
Mstep: Class 26 contains 12477 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16331 members 
Mstep: Class 29 contains 9031 members 
Mstep: Class 30 contains 99534 members 
Mstep: Class 31 contains 284867 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7728 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148976.000000 Penalty: 124097.632812
Iteration 249Q: 36 clusters Score -1.57149e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4791 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 5 contains 66272 members 
Mstep: Class 6 contains 7965 members 
Mstep: Class 7 contains 16684 members 
Mstep: Class 8 contains 41817 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 24038 members 
Mstep: Class 11 contains 65482 members 
Mstep: Class 12 contains 42925 members 
Mstep: Class 13 contains 197064 members 
Mstep: Class 14 contains 19407 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 73830 members 
Mstep: Class 18 contains 248889 members 
Mstep: Class 19 contains 22385 members 
Mstep: Class 20 contains 173133 members 
Mstep: Class 21 contains 20560 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 36860 members 
Mstep: Class 24 contains 10789 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12480 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16331 members 
Mstep: Class 29 contains 9028 members 
Mstep: Class 30 contains 99531 members 
Mstep: Class 31 contains 284764 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149200.000000 Penalty: 124097.632812
Iteration 250Q: 36 clusters Score -1.571492e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 5 contains 66274 members 
Mstep: Class 6 contains 7967 members 
Mstep: Class 7 contains 16683 members 
Mstep: Class 8 contains 41809 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 24025 members 
Mstep: Class 11 contains 65536 members 
Mstep: Class 12 contains 42928 members 
Mstep: Class 13 contains 197151 members 
Mstep: Class 14 contains 19410 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 74007 members 
Mstep: Class 18 contains 248102 members 
Mstep: Class 19 contains 22385 members 
Mstep: Class 20 contains 173655 members 
Mstep: Class 21 contains 20555 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 36905 members 
Mstep: Class 24 contains 10787 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12486 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16331 members 
Mstep: Class 29 contains 9027 members 
Mstep: Class 30 contains 99523 members 
Mstep: Class 31 contains 284691 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149184.000000 Penalty: 124097.632812
Iteration 251Q: 36 clusters Score -1.571492e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 5 contains 66273 members 
Mstep: Class 6 contains 7969 members 
Mstep: Class 7 contains 16684 members 
Mstep: Class 8 contains 41806 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 24022 members 
Mstep: Class 11 contains 65575 members 
Mstep: Class 12 contains 42953 members 
Mstep: Class 13 contains 197239 members 
Mstep: Class 14 contains 19413 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 74196 members 
Mstep: Class 18 contains 247352 members 
Mstep: Class 19 contains 22385 members 
Mstep: Class 20 contains 174158 members 
Mstep: Class 21 contains 20544 members 
Mstep: Class 22 contains 43221 members 
Mstep: Class 23 contains 36921 members 
Mstep: Class 24 contains 10788 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12487 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9028 members 
Mstep: Class 30 contains 99514 members 
Mstep: Class 31 contains 284598 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7721 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149152.000000 Penalty: 124097.632812
Iteration 252Q: 36 clusters Score -1.571492e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4791 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 5 contains 66286 members 
Mstep: Class 6 contains 7969 members 
Mstep: Class 7 contains 16684 members 
Mstep: Class 8 contains 41810 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 24015 members 
Mstep: Class 11 contains 65616 members 
Mstep: Class 12 contains 42979 members 
Mstep: Class 13 contains 197328 members 
Mstep: Class 14 contains 19410 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 74364 members 
Mstep: Class 18 contains 246612 members 
Mstep: Class 19 contains 22380 members 
Mstep: Class 20 contains 174606 members 
Mstep: Class 21 contains 20539 members 
Mstep: Class 22 contains 43227 members 
Mstep: Class 23 contains 36938 members 
Mstep: Class 24 contains 10794 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12490 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9026 members 
Mstep: Class 30 contains 99521 members 
Mstep: Class 31 contains 284533 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149344.000000 Penalty: 124097.632812
Iteration 253Q: 36 clusters Score -1.571493e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 8447 members 
Mstep: Class 5 contains 66291 members 
Mstep: Class 6 contains 7970 members 
Mstep: Class 7 contains 16684 members 
Mstep: Class 8 contains 41815 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 24007 members 
Mstep: Class 11 contains 65658 members 
Mstep: Class 12 contains 42992 members 
Mstep: Class 13 contains 197398 members 
Mstep: Class 14 contains 19413 members 
Mstep: Class 15 contains 10901 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 74541 members 
Mstep: Class 18 contains 245923 members 
Mstep: Class 19 contains 22378 members 
Mstep: Class 20 contains 175051 members 
Mstep: Class 21 contains 20541 members 
Mstep: Class 22 contains 43231 members 
Mstep: Class 23 contains 36949 members 
Mstep: Class 24 contains 10795 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12490 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9024 members 
Mstep: Class 30 contains 99521 members 
Mstep: Class 31 contains 284460 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7720 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149296.000000 Penalty: 124097.632812
Iteration 254Q: 36 clusters Score -1.571493e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 8451 members 
Mstep: Class 5 contains 66285 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 16682 members 
Mstep: Class 8 contains 41816 members 
Mstep: Class 9 contains 14747 members 
Mstep: Class 10 contains 24000 members 
Mstep: Class 11 contains 65708 members 
Mstep: Class 12 contains 42992 members 
Mstep: Class 13 contains 197443 members 
Mstep: Class 14 contains 19415 members 
Mstep: Class 15 contains 10901 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 74731 members 
Mstep: Class 18 contains 245282 members 
Mstep: Class 19 contains 22375 members 
Mstep: Class 20 contains 175463 members 
Mstep: Class 21 contains 20538 members 
Mstep: Class 22 contains 43239 members 
Mstep: Class 23 contains 36961 members 
Mstep: Class 24 contains 10798 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12491 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9024 members 
Mstep: Class 30 contains 99524 members 
Mstep: Class 31 contains 284390 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149344.000000 Penalty: 124097.632812
Iteration 255Q: 36 clusters Score -1.571493e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4791 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 8453 members 
Mstep: Class 5 contains 66281 members 
Mstep: Class 6 contains 7971 members 
Mstep: Class 7 contains 16681 members 
Mstep: Class 8 contains 41819 members 
Mstep: Class 9 contains 14747 members 
Mstep: Class 10 contains 23995 members 
Mstep: Class 11 contains 65748 members 
Mstep: Class 12 contains 42998 members 
Mstep: Class 13 contains 197479 members 
Mstep: Class 14 contains 19415 members 
Mstep: Class 15 contains 10901 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 74918 members 
Mstep: Class 18 contains 244648 members 
Mstep: Class 19 contains 22371 members 
Mstep: Class 20 contains 175885 members 
Mstep: Class 21 contains 20536 members 
Mstep: Class 22 contains 43247 members 
Mstep: Class 23 contains 36979 members 
Mstep: Class 24 contains 10801 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12491 members 
Mstep: Class 27 contains 7525 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9023 members 
Mstep: Class 30 contains 99524 members 
Mstep: Class 31 contains 284314 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149328.000000 Penalty: 124097.632812
Iteration 256Q: 36 clusters Score -1.571493e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 8452 members 
Mstep: Class 5 contains 66273 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 16678 members 
Mstep: Class 8 contains 41827 members 
Mstep: Class 9 contains 14747 members 
Mstep: Class 10 contains 23990 members 
Mstep: Class 11 contains 65773 members 
Mstep: Class 12 contains 43008 members 
Mstep: Class 13 contains 197539 members 
Mstep: Class 14 contains 19420 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 75097 members 
Mstep: Class 18 contains 244038 members 
Mstep: Class 19 contains 22367 members 
Mstep: Class 20 contains 176274 members 
Mstep: Class 21 contains 20530 members 
Mstep: Class 22 contains 43245 members 
Mstep: Class 23 contains 37000 members 
Mstep: Class 24 contains 10804 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12490 members 
Mstep: Class 27 contains 7525 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9023 members 
Mstep: Class 30 contains 99525 members 
Mstep: Class 31 contains 284252 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7721 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149296.000000 Penalty: 124097.632812
Iteration 257Q: 36 clusters Score -1.571493e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 8451 members 
Mstep: Class 5 contains 66279 members 
Mstep: Class 6 contains 7973 members 
Mstep: Class 7 contains 16676 members 
Mstep: Class 8 contains 41833 members 
Mstep: Class 9 contains 14746 members 
Mstep: Class 10 contains 23984 members 
Mstep: Class 11 contains 65811 members 
Mstep: Class 12 contains 43014 members 
Mstep: Class 13 contains 197554 members 
Mstep: Class 14 contains 19424 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 75293 members 
Mstep: Class 18 contains 243467 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 176652 members 
Mstep: Class 21 contains 20523 members 
Mstep: Class 22 contains 43256 members 
Mstep: Class 23 contains 37017 members 
Mstep: Class 24 contains 10804 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12489 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9022 members 
Mstep: Class 30 contains 99502 members 
Mstep: Class 31 contains 284187 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149376.000000 Penalty: 124097.632812
Iteration 258Q: 36 clusters Score -1.571494e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4795 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 8451 members 
Mstep: Class 5 contains 66280 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 16673 members 
Mstep: Class 8 contains 41832 members 
Mstep: Class 9 contains 14748 members 
Mstep: Class 10 contains 23976 members 
Mstep: Class 11 contains 65854 members 
Mstep: Class 12 contains 43030 members 
Mstep: Class 13 contains 197593 members 
Mstep: Class 14 contains 19427 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 75483 members 
Mstep: Class 18 contains 242883 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 177025 members 
Mstep: Class 21 contains 20515 members 
Mstep: Class 22 contains 43260 members 
Mstep: Class 23 contains 37031 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12488 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9022 members 
Mstep: Class 30 contains 99478 members 
Mstep: Class 31 contains 284121 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149520.000000 Penalty: 124097.632812
Iteration 259Q: 36 clusters Score -1.571495e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4795 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 8451 members 
Mstep: Class 5 contains 66271 members 
Mstep: Class 6 contains 7975 members 
Mstep: Class 7 contains 16669 members 
Mstep: Class 8 contains 41832 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 23967 members 
Mstep: Class 11 contains 65892 members 
Mstep: Class 12 contains 43043 members 
Mstep: Class 13 contains 197620 members 
Mstep: Class 14 contains 19439 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 75677 members 
Mstep: Class 18 contains 242369 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 177338 members 
Mstep: Class 21 contains 20510 members 
Mstep: Class 22 contains 43255 members 
Mstep: Class 23 contains 37039 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12488 members 
Mstep: Class 27 contains 7525 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9021 members 
Mstep: Class 30 contains 99470 members 
Mstep: Class 31 contains 284070 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149392.000000 Penalty: 124097.632812
Iteration 260F: 36 clusters Score -1.571494e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4795 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 8452 members 
Mstep: Class 5 contains 66266 members 
Mstep: Class 6 contains 7975 members 
Mstep: Class 7 contains 16669 members 
Mstep: Class 8 contains 41835 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23961 members 
Mstep: Class 11 contains 65931 members 
Mstep: Class 12 contains 43053 members 
Mstep: Class 13 contains 197666 members 
Mstep: Class 14 contains 19449 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 75834 members 
Mstep: Class 18 contains 241864 members 
Mstep: Class 19 contains 22362 members 
Mstep: Class 20 contains 177666 members 
Mstep: Class 21 contains 20505 members 
Mstep: Class 22 contains 43248 members 
Mstep: Class 23 contains 37036 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 9252 members 
Mstep: Class 26 contains 12487 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9021 members 
Mstep: Class 30 contains 99467 members 
Mstep: Class 31 contains 284015 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149616.000000 Penalty: 124097.632812
Iteration 261Q: 36 clusters Score -1.571496e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4795 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 8453 members 
Mstep: Class 5 contains 66259 members 
Mstep: Class 6 contains 7975 members 
Mstep: Class 7 contains 16669 members 
Mstep: Class 8 contains 41839 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23957 members 
Mstep: Class 11 contains 65959 members 
Mstep: Class 12 contains 43054 members 
Mstep: Class 13 contains 197699 members 
Mstep: Class 14 contains 19450 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 76007 members 
Mstep: Class 18 contains 241374 members 
Mstep: Class 19 contains 22360 members 
Mstep: Class 20 contains 177987 members 
Mstep: Class 21 contains 20505 members 
Mstep: Class 22 contains 43249 members 
Mstep: Class 23 contains 37037 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 9253 members 
Mstep: Class 26 contains 12489 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9021 members 
Mstep: Class 30 contains 99460 members 
Mstep: Class 31 contains 283957 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7723 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149888.000000 Penalty: 124097.632812
Iteration 262Q: 36 clusters Score -1.571499e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4795 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8452 members 
Mstep: Class 5 contains 66254 members 
Mstep: Class 6 contains 7975 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 41840 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23957 members 
Mstep: Class 11 contains 65981 members 
Mstep: Class 12 contains 43049 members 
Mstep: Class 13 contains 197742 members 
Mstep: Class 14 contains 19449 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 76172 members 
Mstep: Class 18 contains 240903 members 
Mstep: Class 19 contains 22354 members 
Mstep: Class 20 contains 178279 members 
Mstep: Class 21 contains 20504 members 
Mstep: Class 22 contains 43247 members 
Mstep: Class 23 contains 37057 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 9253 members 
Mstep: Class 26 contains 12491 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9021 members 
Mstep: Class 30 contains 99463 members 
Mstep: Class 31 contains 283899 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7724 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150096.000000 Penalty: 124097.632812
Iteration 263Q: 36 clusters Score -1.571501e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4795 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8451 members 
Mstep: Class 5 contains 66253 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 16669 members 
Mstep: Class 8 contains 41844 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23958 members 
Mstep: Class 11 contains 66015 members 
Mstep: Class 12 contains 43061 members 
Mstep: Class 13 contains 197755 members 
Mstep: Class 14 contains 19454 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 76342 members 
Mstep: Class 18 contains 240412 members 
Mstep: Class 19 contains 22347 members 
Mstep: Class 20 contains 178573 members 
Mstep: Class 21 contains 20500 members 
Mstep: Class 22 contains 43248 members 
Mstep: Class 23 contains 37068 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9253 members 
Mstep: Class 26 contains 12492 members 
Mstep: Class 27 contains 7527 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9022 members 
Mstep: Class 30 contains 99464 members 
Mstep: Class 31 contains 283853 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7721 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150224.000000 Penalty: 124097.632812
Iteration 264Q: 36 clusters Score -1.571502e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4795 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8450 members 
Mstep: Class 5 contains 66251 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 41841 members 
Mstep: Class 9 contains 14753 members 
Mstep: Class 10 contains 23954 members 
Mstep: Class 11 contains 66036 members 
Mstep: Class 12 contains 43068 members 
Mstep: Class 13 contains 197753 members 
Mstep: Class 14 contains 19456 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 76492 members 
Mstep: Class 18 contains 240009 members 
Mstep: Class 19 contains 22345 members 
Mstep: Class 20 contains 178862 members 
Mstep: Class 21 contains 20497 members 
Mstep: Class 22 contains 43252 members 
Mstep: Class 23 contains 37071 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9254 members 
Mstep: Class 26 contains 12498 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16330 members 
Mstep: Class 29 contains 9022 members 
Mstep: Class 30 contains 99464 members 
Mstep: Class 31 contains 283787 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150192.000000 Penalty: 124097.632812
Iteration 265Q: 36 clusters Score -1.571502e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4796 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 5 contains 66249 members 
Mstep: Class 6 contains 7973 members 
Mstep: Class 7 contains 16667 members 
Mstep: Class 8 contains 41844 members 
Mstep: Class 9 contains 14753 members 
Mstep: Class 10 contains 23949 members 
Mstep: Class 11 contains 66059 members 
Mstep: Class 12 contains 43063 members 
Mstep: Class 13 contains 197753 members 
Mstep: Class 14 contains 19461 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 76646 members 
Mstep: Class 18 contains 239623 members 
Mstep: Class 19 contains 22344 members 
Mstep: Class 20 contains 179148 members 
Mstep: Class 21 contains 20489 members 
Mstep: Class 22 contains 43254 members 
Mstep: Class 23 contains 37071 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12507 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99451 members 
Mstep: Class 31 contains 283729 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7723 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150128.000000 Penalty: 124097.632812
Iteration 266Q: 36 clusters Score -1.571501e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4798 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8451 members 
Mstep: Class 5 contains 66242 members 
Mstep: Class 6 contains 7971 members 
Mstep: Class 7 contains 16666 members 
Mstep: Class 8 contains 41845 members 
Mstep: Class 9 contains 14753 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 66079 members 
Mstep: Class 12 contains 43072 members 
Mstep: Class 13 contains 197767 members 
Mstep: Class 14 contains 19468 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 76798 members 
Mstep: Class 18 contains 239225 members 
Mstep: Class 19 contains 22342 members 
Mstep: Class 20 contains 179424 members 
Mstep: Class 21 contains 20485 members 
Mstep: Class 22 contains 43255 members 
Mstep: Class 23 contains 37083 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12511 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99436 members 
Mstep: Class 31 contains 283661 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7723 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149904.000000 Penalty: 124097.632812
Iteration 267Q: 36 clusters Score -1.571499e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8452 members 
Mstep: Class 5 contains 66238 members 
Mstep: Class 6 contains 7971 members 
Mstep: Class 7 contains 16665 members 
Mstep: Class 8 contains 41848 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23946 members 
Mstep: Class 11 contains 66088 members 
Mstep: Class 12 contains 43090 members 
Mstep: Class 13 contains 197783 members 
Mstep: Class 14 contains 19474 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 76923 members 
Mstep: Class 18 contains 238863 members 
Mstep: Class 19 contains 22345 members 
Mstep: Class 20 contains 179690 members 
Mstep: Class 21 contains 20478 members 
Mstep: Class 22 contains 43257 members 
Mstep: Class 23 contains 37086 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12516 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99424 members 
Mstep: Class 31 contains 283594 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149776.000000 Penalty: 124097.632812
Iteration 268Q: 36 clusters Score -1.571498e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8448 members 
Mstep: Class 5 contains 66236 members 
Mstep: Class 6 contains 7970 members 
Mstep: Class 7 contains 16664 members 
Mstep: Class 8 contains 41847 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23945 members 
Mstep: Class 11 contains 66106 members 
Mstep: Class 12 contains 43096 members 
Mstep: Class 13 contains 197830 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 77038 members 
Mstep: Class 18 contains 238484 members 
Mstep: Class 19 contains 22347 members 
Mstep: Class 20 contains 179938 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 43254 members 
Mstep: Class 23 contains 37102 members 
Mstep: Class 24 contains 10806 members 
Mstep: Class 25 contains 9257 members 
Mstep: Class 26 contains 12522 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9021 members 
Mstep: Class 30 contains 99420 members 
Mstep: Class 31 contains 283531 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7723 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149680.000000 Penalty: 124097.632812
Iteration 269Q: 36 clusters Score -1.571497e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 5 contains 66234 members 
Mstep: Class 6 contains 7969 members 
Mstep: Class 7 contains 16664 members 
Mstep: Class 8 contains 41848 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23945 members 
Mstep: Class 11 contains 66135 members 
Mstep: Class 12 contains 43103 members 
Mstep: Class 13 contains 197859 members 
Mstep: Class 14 contains 19497 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 77151 members 
Mstep: Class 18 contains 238096 members 
Mstep: Class 19 contains 22349 members 
Mstep: Class 20 contains 180183 members 
Mstep: Class 21 contains 20466 members 
Mstep: Class 22 contains 43254 members 
Mstep: Class 23 contains 37102 members 
Mstep: Class 24 contains 10806 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12526 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99413 members 
Mstep: Class 31 contains 283489 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149760.000000 Penalty: 124097.632812
Iteration 270Q: 36 clusters Score -1.571498e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 5 contains 66235 members 
Mstep: Class 6 contains 7968 members 
Mstep: Class 7 contains 16663 members 
Mstep: Class 8 contains 41851 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 66163 members 
Mstep: Class 12 contains 43113 members 
Mstep: Class 13 contains 197884 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 77252 members 
Mstep: Class 18 contains 237749 members 
Mstep: Class 19 contains 22352 members 
Mstep: Class 20 contains 180421 members 
Mstep: Class 21 contains 20460 members 
Mstep: Class 22 contains 43248 members 
Mstep: Class 23 contains 37084 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12532 members 
Mstep: Class 27 contains 7529 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99394 members 
Mstep: Class 31 contains 283454 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149872.000000 Penalty: 124097.632812
Iteration 271Q: 36 clusters Score -1.571499e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8447 members 
Mstep: Class 5 contains 66249 members 
Mstep: Class 6 contains 7967 members 
Mstep: Class 7 contains 16662 members 
Mstep: Class 8 contains 41851 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23940 members 
Mstep: Class 11 contains 66183 members 
Mstep: Class 12 contains 43115 members 
Mstep: Class 13 contains 197922 members 
Mstep: Class 14 contains 19520 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 77344 members 
Mstep: Class 18 contains 237392 members 
Mstep: Class 19 contains 22359 members 
Mstep: Class 20 contains 180682 members 
Mstep: Class 21 contains 20455 members 
Mstep: Class 22 contains 43247 members 
Mstep: Class 23 contains 37077 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12535 members 
Mstep: Class 27 contains 7530 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9021 members 
Mstep: Class 30 contains 99367 members 
Mstep: Class 31 contains 283411 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7723 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149888.000000 Penalty: 124097.632812
Iteration 272Q: 36 clusters Score -1.571499e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8444 members 
Mstep: Class 5 contains 66256 members 
Mstep: Class 6 contains 7967 members 
Mstep: Class 7 contains 16662 members 
Mstep: Class 8 contains 41852 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23941 members 
Mstep: Class 11 contains 66204 members 
Mstep: Class 12 contains 43123 members 
Mstep: Class 13 contains 197939 members 
Mstep: Class 14 contains 19530 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 77453 members 
Mstep: Class 18 contains 237062 members 
Mstep: Class 19 contains 22361 members 
Mstep: Class 20 contains 180924 members 
Mstep: Class 21 contains 20447 members 
Mstep: Class 22 contains 43246 members 
Mstep: Class 23 contains 37071 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12538 members 
Mstep: Class 27 contains 7530 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99337 members 
Mstep: Class 31 contains 283366 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7723 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149840.000000 Penalty: 124097.632812
Iteration 273Q: 36 clusters Score -1.571498e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8444 members 
Mstep: Class 5 contains 66257 members 
Mstep: Class 6 contains 7966 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 41851 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 66223 members 
Mstep: Class 12 contains 43129 members 
Mstep: Class 13 contains 197944 members 
Mstep: Class 14 contains 19539 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 77576 members 
Mstep: Class 18 contains 236734 members 
Mstep: Class 19 contains 22362 members 
Mstep: Class 20 contains 181160 members 
Mstep: Class 21 contains 20439 members 
Mstep: Class 22 contains 43250 members 
Mstep: Class 23 contains 37072 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12540 members 
Mstep: Class 27 contains 7530 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99314 members 
Mstep: Class 31 contains 283322 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149904.000000 Penalty: 124097.632812
Iteration 274Q: 36 clusters Score -1.571499e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8444 members 
Mstep: Class 5 contains 66268 members 
Mstep: Class 6 contains 7965 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 41854 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23938 members 
Mstep: Class 11 contains 66244 members 
Mstep: Class 12 contains 43138 members 
Mstep: Class 13 contains 197951 members 
Mstep: Class 14 contains 19546 members 
Mstep: Class 15 contains 10898 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 77688 members 
Mstep: Class 18 contains 236412 members 
Mstep: Class 19 contains 22361 members 
Mstep: Class 20 contains 181404 members 
Mstep: Class 21 contains 20434 members 
Mstep: Class 22 contains 43253 members 
Mstep: Class 23 contains 37068 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12542 members 
Mstep: Class 27 contains 7530 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99295 members 
Mstep: Class 31 contains 283261 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7723 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149920.000000 Penalty: 124097.632812
Iteration 275Q: 36 clusters Score -1.571499e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8445 members 
Mstep: Class 5 contains 66266 members 
Mstep: Class 6 contains 7965 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 41853 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23936 members 
Mstep: Class 11 contains 66263 members 
Mstep: Class 12 contains 43150 members 
Mstep: Class 13 contains 197964 members 
Mstep: Class 14 contains 19551 members 
Mstep: Class 15 contains 10898 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 77785 members 
Mstep: Class 18 contains 236103 members 
Mstep: Class 19 contains 22360 members 
Mstep: Class 20 contains 181624 members 
Mstep: Class 21 contains 20433 members 
Mstep: Class 22 contains 43257 members 
Mstep: Class 23 contains 37065 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12542 members 
Mstep: Class 27 contains 7530 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99295 members 
Mstep: Class 31 contains 283207 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7723 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150016.000000 Penalty: 124097.632812
Iteration 276Q: 36 clusters Score -1.5715e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8446 members 
Mstep: Class 5 contains 66262 members 
Mstep: Class 6 contains 7965 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 41856 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23934 members 
Mstep: Class 11 contains 66278 members 
Mstep: Class 12 contains 43143 members 
Mstep: Class 13 contains 197959 members 
Mstep: Class 14 contains 19558 members 
Mstep: Class 15 contains 10898 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 77896 members 
Mstep: Class 18 contains 235826 members 
Mstep: Class 19 contains 22361 members 
Mstep: Class 20 contains 181842 members 
Mstep: Class 21 contains 20430 members 
Mstep: Class 22 contains 43262 members 
Mstep: Class 23 contains 37064 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12545 members 
Mstep: Class 27 contains 7530 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99281 members 
Mstep: Class 31 contains 283156 members 
Mstep: Class 32 contains 5190 members 
Mstep: Class 33 contains 7723 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149904.000000 Penalty: 124097.632812
Iteration 277Q: 36 clusters Score -1.571499e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8447 members 
Mstep: Class 5 contains 66256 members 
Mstep: Class 6 contains 7964 members 
Mstep: Class 7 contains 16662 members 
Mstep: Class 8 contains 41855 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23927 members 
Mstep: Class 11 contains 66295 members 
Mstep: Class 12 contains 43138 members 
Mstep: Class 13 contains 197936 members 
Mstep: Class 14 contains 19564 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 78022 members 
Mstep: Class 18 contains 235567 members 
Mstep: Class 19 contains 22363 members 
Mstep: Class 20 contains 182052 members 
Mstep: Class 21 contains 20427 members 
Mstep: Class 22 contains 43259 members 
Mstep: Class 23 contains 37056 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12544 members 
Mstep: Class 27 contains 7530 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99277 members 
Mstep: Class 31 contains 283112 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7723 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150032.000000 Penalty: 124097.632812
Iteration 278Q: 36 clusters Score -1.5715e+08 nChanged 489
Entering ConstructFrom: 
Score: -157150032.000000 Penalty: 124097.632812
Entering ConstructFrom: 
Trying to split cluster 1 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -417700.000000 Penalty: 2079.544678
	Iteration 0F: 2 clusters Score -417700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -413609.875000 Penalty: 4159.089355
	Iteration 0F: 3 clusters Score -413609.9 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -414600.156250 Penalty: 4159.089355
	Iteration 1F: 3 clusters Score -414600.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -414838.218750 Penalty: 4159.089355
	Iteration 2F: 3 clusters Score -414838.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -415025.031250 Penalty: 4159.089355
	Iteration 3F: 3 clusters Score -415025 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -415214.875000 Penalty: 4159.089355
	Iteration 4Q: 3 clusters Score -415214.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -415468.406250 Penalty: 4159.089355
	Iteration 5F: 3 clusters Score -415468.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -415721.406250 Penalty: 4159.089355
	Iteration 6F: 3 clusters Score -415721.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -416025.625000 Penalty: 4159.089355
	Iteration 7F: 3 clusters Score -416025.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -416268.031250 Penalty: 4159.089355
	Iteration 8F: 3 clusters Score -416268 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -416449.625000 Penalty: 4159.089355
	Iteration 9Q: 3 clusters Score -416449.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -416556.843750 Penalty: 4159.089355
	Iteration 10Q: 3 clusters Score -416556.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -416610.875000 Penalty: 4159.089355
	Iteration 11Q: 3 clusters Score -416610.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -416648.562500 Penalty: 4159.089355
	Iteration 12Q: 3 clusters Score -416648.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -416677.218750 Penalty: 4159.089355
	Iteration 13Q: 3 clusters Score -416677.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -416691.031250 Penalty: 4159.089355
	Iteration 14Q: 3 clusters Score -416691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -416699.875000 Penalty: 4159.089355
	Iteration 15Q: 3 clusters Score -416699.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -416702.468750 Penalty: 4159.089355
	Iteration 16Q: 3 clusters Score -416702.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -416703.750000 Penalty: 4159.089355
	Iteration 17Q: 3 clusters Score -416703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -416705.125000 Penalty: 4159.089355
	Iteration 18Q: 3 clusters Score -416705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -416706.406250 Penalty: 4159.089355
	Iteration 19Q: 3 clusters Score -416706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -416707.687500 Penalty: 4159.089355
	Iteration 20F: 3 clusters Score -416707.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -416709.062500 Penalty: 4159.089355
	Iteration 21Q: 3 clusters Score -416709.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -416710.750000 Penalty: 4159.089355
	Iteration 22Q: 3 clusters Score -416710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -416712.000000 Penalty: 4159.089355
	Iteration 23Q: 3 clusters Score -416712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -416712.906250 Penalty: 4159.089355
	Iteration 24Q: 3 clusters Score -416712.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -416714.031250 Penalty: 4159.089355
	Iteration 25Q: 3 clusters Score -416714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -416715.218750 Penalty: 4159.089355
	Iteration 26Q: 3 clusters Score -416715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -416716.312500 Penalty: 4159.089355
	Iteration 27Q: 3 clusters Score -416716.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -416716.312500 Penalty: 4159.089355
	Iteration 28F: 3 clusters Score -416716.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Entering Unmasked Estep 
Score: -401701.562500 Penalty: 2102.346680
	Iteration 0F: 2 clusters Score -401701.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -397367.937500 Penalty: 4204.693359
	Iteration 0F: 3 clusters Score -397367.9 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -398655.250000 Penalty: 4204.693359
	Iteration 1F: 3 clusters Score -398655.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -399048.125000 Penalty: 4204.693359
	Iteration 2F: 3 clusters Score -399048.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -399394.875000 Penalty: 4204.693359
	Iteration 3F: 3 clusters Score -399394.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -399679.406250 Penalty: 4204.693359
	Iteration 4F: 3 clusters Score -399679.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -399932.000000 Penalty: 4204.693359
	Iteration 5F: 3 clusters Score -399932 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -400113.437500 Penalty: 4204.693359
	Iteration 6Q: 3 clusters Score -400113.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -400255.406250 Penalty: 4204.693359
	Iteration 7Q: 3 clusters Score -400255.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -400343.531250 Penalty: 4204.693359
	Iteration 8Q: 3 clusters Score -400343.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -400393.968750 Penalty: 4204.693359
	Iteration 9Q: 3 clusters Score -400394 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -400424.812500 Penalty: 4204.693359
	Iteration 10Q: 3 clusters Score -400424.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -400460.593750 Penalty: 4204.693359
	Iteration 11Q: 3 clusters Score -400460.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -400491.406250 Penalty: 4204.693359
	Iteration 12Q: 3 clusters Score -400491.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -400513.312500 Penalty: 4204.693359
	Iteration 13Q: 3 clusters Score -400513.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -400539.562500 Penalty: 4204.693359
	Iteration 14Q: 3 clusters Score -400539.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -400549.937500 Penalty: 4204.693359
	Iteration 15Q: 3 clusters Score -400549.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -400554.000000 Penalty: 4204.693359
	Iteration 16Q: 3 clusters Score -400554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -400555.906250 Penalty: 4204.693359
	Iteration 17Q: 3 clusters Score -400555.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -400558.312500 Penalty: 4204.693359
	Iteration 18Q: 3 clusters Score -400558.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -400558.968750 Penalty: 4204.693359
	Iteration 19Q: 3 clusters Score -400559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -400558.906250 Penalty: 4204.693359
	Iteration 20F: 3 clusters Score -400558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -400559.187500 Penalty: 4204.693359
	Iteration 21Q: 3 clusters Score -400559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -400560.437500 Penalty: 4204.693359
	Iteration 22Q: 3 clusters Score -400560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -400559.875000 Penalty: 4204.693359
	Iteration 23Q: 3 clusters Score -400559.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -400562.062500 Penalty: 4204.693359
	Iteration 24Q: 3 clusters Score -400562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -400561.531250 Penalty: 4204.693359
	Iteration 25Q: 3 clusters Score -400561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -400561.843750 Penalty: 4204.693359
	Iteration 26Q: 3 clusters Score -400561.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -400562.437500 Penalty: 4204.693359
	Iteration 27Q: 3 clusters Score -400562.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -400562.437500 Penalty: 4204.693359
	Iteration 28F: 3 clusters Score -400562.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -129668.906250 Penalty: 1796.213867
	Iteration 0F: 2 clusters Score -129668.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -127502.593750 Penalty: 3592.427734
	Iteration 0F: 3 clusters Score -127502.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -127887.789062 Penalty: 3592.427734
	Iteration 1F: 3 clusters Score -127887.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -128052.093750 Penalty: 3592.427734
	Iteration 2F: 3 clusters Score -128052.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -128149.203125 Penalty: 3592.427734
	Iteration 3F: 3 clusters Score -128149.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -128214.523438 Penalty: 3592.427734
	Iteration 4Q: 3 clusters Score -128214.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -128273.218750 Penalty: 3592.427734
	Iteration 5Q: 3 clusters Score -128273.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -128338.875000 Penalty: 3592.427734
	Iteration 6Q: 3 clusters Score -128338.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -128374.414062 Penalty: 3592.427734
	Iteration 7Q: 3 clusters Score -128374.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -128394.234375 Penalty: 3592.427734
	Iteration 8Q: 3 clusters Score -128394.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -128407.101562 Penalty: 3592.427734
	Iteration 9Q: 3 clusters Score -128407.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -128413.898438 Penalty: 3592.427734
	Iteration 10Q: 3 clusters Score -128413.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -128424.039062 Penalty: 3592.427734
	Iteration 11Q: 3 clusters Score -128424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -128427.421875 Penalty: 3592.427734
	Iteration 12Q: 3 clusters Score -128427.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -128430.710938 Penalty: 3592.427734
	Iteration 13Q: 3 clusters Score -128430.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -128433.976562 Penalty: 3592.427734
	Iteration 14Q: 3 clusters Score -128434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -128438.312500 Penalty: 3592.427734
	Iteration 15Q: 3 clusters Score -128438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -128441.671875 Penalty: 3592.427734
	Iteration 16Q: 3 clusters Score -128441.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -128450.296875 Penalty: 3592.427734
	Iteration 17Q: 3 clusters Score -128450.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -128454.789062 Penalty: 3592.427734
	Iteration 18Q: 3 clusters Score -128454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -128460.937500 Penalty: 3592.427734
	Iteration 19Q: 3 clusters Score -128460.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -128472.609375 Penalty: 3592.427734
	Iteration 20F: 3 clusters Score -128472.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -128493.953125 Penalty: 3592.427734
	Iteration 21Q: 3 clusters Score -128494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -128543.921875 Penalty: 3592.427734
	Iteration 22Q: 3 clusters Score -128543.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -128563.335938 Penalty: 3592.427734
	Iteration 23Q: 3 clusters Score -128563.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -128581.734375 Penalty: 3592.427734
	Iteration 24Q: 3 clusters Score -128581.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -128603.898438 Penalty: 3592.427734
	Iteration 25Q: 3 clusters Score -128603.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -128623.046875 Penalty: 3592.427734
	Iteration 26Q: 3 clusters Score -128623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -128634.765625 Penalty: 3592.427734
	Iteration 27Q: 3 clusters Score -128634.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -128644.210938 Penalty: 3592.427734
	Iteration 28Q: 3 clusters Score -128644.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -128657.140625 Penalty: 3592.427734
	Iteration 29Q: 3 clusters Score -128657.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -128662.562500 Penalty: 3592.427734
	Iteration 30Q: 3 clusters Score -128662.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -128666.109375 Penalty: 3592.427734
	Iteration 31Q: 3 clusters Score -128666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -128668.000000 Penalty: 3592.427734
	Iteration 32Q: 3 clusters Score -128668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -128668.812500 Penalty: 3592.427734
	Iteration 33Q: 3 clusters Score -128668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -128669.515625 Penalty: 3592.427734
	Iteration 34Q: 3 clusters Score -128669.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -128669.515625 Penalty: 3592.427734
	Iteration 35F: 3 clusters Score -128669.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Entering Unmasked Estep 
Score: -844921.437500 Penalty: 2242.308594
	Iteration 0F: 2 clusters Score -844921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -838214.562500 Penalty: 4484.617188
	Iteration 0F: 3 clusters Score -838214.6 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -840033.625000 Penalty: 4484.617188
	Iteration 1F: 3 clusters Score -840033.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -840370.687500 Penalty: 4484.617188
	Iteration 2F: 3 clusters Score -840370.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -840680.562500 Penalty: 4484.617188
	Iteration 3F: 3 clusters Score -840680.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -840935.937500 Penalty: 4484.617188
	Iteration 4F: 3 clusters Score -840935.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -841134.625000 Penalty: 4484.617188
	Iteration 5Q: 3 clusters Score -841134.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -841323.312500 Penalty: 4484.617188
	Iteration 6Q: 3 clusters Score -841323.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -841506.562500 Penalty: 4484.617188
	Iteration 7Q: 3 clusters Score -841506.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -841736.625000 Penalty: 4484.617188
	Iteration 8Q: 3 clusters Score -841736.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -841969.375000 Penalty: 4484.617188
	Iteration 9Q: 3 clusters Score -841969.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -842205.687500 Penalty: 4484.617188
	Iteration 10Q: 3 clusters Score -842205.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -842414.125000 Penalty: 4484.617188
	Iteration 11Q: 3 clusters Score -842414.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -842606.812500 Penalty: 4484.617188
	Iteration 12Q: 3 clusters Score -842606.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -842812.125000 Penalty: 4484.617188
	Iteration 13Q: 3 clusters Score -842812.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -842972.875000 Penalty: 4484.617188
	Iteration 14Q: 3 clusters Score -842972.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -843129.500000 Penalty: 4484.617188
	Iteration 15Q: 3 clusters Score -843129.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -843289.000000 Penalty: 4484.617188
	Iteration 16Q: 3 clusters Score -843289 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -843412.187500 Penalty: 4484.617188
	Iteration 17Q: 3 clusters Score -843412.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -843491.500000 Penalty: 4484.617188
	Iteration 18Q: 3 clusters Score -843491.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -843545.250000 Penalty: 4484.617188
	Iteration 19Q: 3 clusters Score -843545.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -843562.875000 Penalty: 4484.617188
	Iteration 20F: 3 clusters Score -843562.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -843576.000000 Penalty: 4484.617188
	Iteration 21Q: 3 clusters Score -843576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -843585.000000 Penalty: 4484.617188
	Iteration 22Q: 3 clusters Score -843585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -843591.750000 Penalty: 4484.617188
	Iteration 23Q: 3 clusters Score -843591.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -843593.250000 Penalty: 4484.617188
	Iteration 24Q: 3 clusters Score -843593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -843593.812500 Penalty: 4484.617188
	Iteration 25Q: 3 clusters Score -843593.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -843597.625000 Penalty: 4484.617188
	Iteration 26Q: 3 clusters Score -843597.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -843601.312500 Penalty: 4484.617188
	Iteration 27Q: 3 clusters Score -843601.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -843604.062500 Penalty: 4484.617188
	Iteration 28Q: 3 clusters Score -843604.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -843605.000000 Penalty: 4484.617188
	Iteration 29Q: 3 clusters Score -843605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -843606.000000 Penalty: 4484.617188
	Iteration 30Q: 3 clusters Score -843606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -843604.750000 Penalty: 4484.617188
	Iteration 31Q: 3 clusters Score -843604.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -843605.125000 Penalty: 4484.617188
	Iteration 32Q: 3 clusters Score -843605.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -843604.875000 Penalty: 4484.617188
	Iteration 33Q: 3 clusters Score -843604.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -843607.625000 Penalty: 4484.617188
	Iteration 34Q: 3 clusters Score -843607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -843608.750000 Penalty: 4484.617188
	Iteration 35Q: 3 clusters Score -843608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -843610.562500 Penalty: 4484.617188
	Iteration 36Q: 3 clusters Score -843610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -843613.437500 Penalty: 4484.617188
	Iteration 37Q: 3 clusters Score -843613.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -843617.437500 Penalty: 4484.617188
	Iteration 38Q: 3 clusters Score -843617.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -843617.375000 Penalty: 4484.617188
	Iteration 39Q: 3 clusters Score -843617.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -843616.937500 Penalty: 4484.617188
	Iteration 40F: 3 clusters Score -843616.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -843618.875000 Penalty: 4484.617188
	Iteration 41Q: 3 clusters Score -843618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -843618.500000 Penalty: 4484.617188
	Iteration 42Q: 3 clusters Score -843618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -843618.500000 Penalty: 4484.617188
	Iteration 43F: 3 clusters Score -843618.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Entering Unmasked Estep 
Score: -6735794.000000 Penalty: 2753.106689
	Iteration 0F: 2 clusters Score -6735794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -6691324.500000 Penalty: 5506.213379
	Iteration 0F: 3 clusters Score -6691324 nChanged 30924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -6708660.500000 Penalty: 5506.213379
	Iteration 1F: 3 clusters Score -6708660 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -6709211.000000 Penalty: 5506.213379
	Iteration 2Q: 3 clusters Score -6709211 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -6709739.500000 Penalty: 5506.213379
	Iteration 3Q: 3 clusters Score -6709740 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -6710339.000000 Penalty: 5506.213379
	Iteration 4Q: 3 clusters Score -6710339 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -6711215.500000 Penalty: 5506.213379
	Iteration 5Q: 3 clusters Score -6711216 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -6712518.000000 Penalty: 5506.213379
	Iteration 6Q: 3 clusters Score -6712518 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -6714463.500000 Penalty: 5506.213379
	Iteration 7F: 3 clusters Score -6714464 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -6717498.000000 Penalty: 5506.213379
	Iteration 8F: 3 clusters Score -6717498 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -6721497.000000 Penalty: 5506.213379
	Iteration 9F: 3 clusters Score -6721497 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -6725670.500000 Penalty: 5506.213379
	Iteration 10F: 3 clusters Score -6725670 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -6729045.000000 Penalty: 5506.213379
	Iteration 11F: 3 clusters Score -6729045 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -6731241.000000 Penalty: 5506.213379
	Iteration 12Q: 3 clusters Score -6731241 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6732357.500000 Penalty: 5506.213379
	Iteration 13Q: 3 clusters Score -6732358 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6732868.500000 Penalty: 5506.213379
	Iteration 14Q: 3 clusters Score -6732868 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6733137.000000 Penalty: 5506.213379
	Iteration 15Q: 3 clusters Score -6733137 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6733250.500000 Penalty: 5506.213379
	Iteration 16Q: 3 clusters Score -6733250 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6733328.000000 Penalty: 5506.213379
	Iteration 17Q: 3 clusters Score -6733328 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6733386.000000 Penalty: 5506.213379
	Iteration 18Q: 3 clusters Score -6733386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6733420.000000 Penalty: 5506.213379
	Iteration 19Q: 3 clusters Score -6733420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6733436.000000 Penalty: 5506.213379
	Iteration 20F: 3 clusters Score -6733436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6733448.000000 Penalty: 5506.213379
	Iteration 21Q: 3 clusters Score -6733448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6733464.500000 Penalty: 5506.213379
	Iteration 22Q: 3 clusters Score -6733464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6733478.000000 Penalty: 5506.213379
	Iteration 23Q: 3 clusters Score -6733478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6733481.500000 Penalty: 5506.213379
	Iteration 24Q: 3 clusters Score -6733482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6733491.000000 Penalty: 5506.213379
	Iteration 25Q: 3 clusters Score -6733491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6733491.000000 Penalty: 5506.213379
	Iteration 26Q: 3 clusters Score -6733491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6733492.000000 Penalty: 5506.213379
	Iteration 27Q: 3 clusters Score -6733492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6733498.500000 Penalty: 5506.213379
	Iteration 28Q: 3 clusters Score -6733498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65903 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6733513.000000 Penalty: 5506.213379
	Iteration 29Q: 3 clusters Score -6733513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6733511.000000 Penalty: 5506.213379
	Iteration 30Q: 3 clusters Score -6733511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6733516.500000 Penalty: 5506.213379
	Iteration 31Q: 3 clusters Score -6733516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6733512.000000 Penalty: 5506.213379
	Iteration 32Q: 3 clusters Score -6733512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6733510.000000 Penalty: 5506.213379
	Iteration 33Q: 3 clusters Score -6733510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6733517.000000 Penalty: 5506.213379
	Iteration 34Q: 3 clusters Score -6733517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6733522.000000 Penalty: 5506.213379
	Iteration 35Q: 3 clusters Score -6733522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6733521.500000 Penalty: 5506.213379
	Iteration 36Q: 3 clusters Score -6733522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6733521.500000 Penalty: 5506.213379
	Iteration 37F: 3 clusters Score -6733522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Entering Unmasked Estep 
Score: -692915.312500 Penalty: 2227.644043
	Iteration 0F: 2 clusters Score -692915.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -686532.125000 Penalty: 4455.288086
	Iteration 0F: 3 clusters Score -686532.1 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -688587.312500 Penalty: 4455.288086
	Iteration 1F: 3 clusters Score -688587.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -689112.250000 Penalty: 4455.288086
	Iteration 2F: 3 clusters Score -689112.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -689574.625000 Penalty: 4455.288086
	Iteration 3F: 3 clusters Score -689574.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -689959.937500 Penalty: 4455.288086
	Iteration 4F: 3 clusters Score -689959.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -690233.312500 Penalty: 4455.288086
	Iteration 5F: 3 clusters Score -690233.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -690414.375000 Penalty: 4455.288086
	Iteration 6Q: 3 clusters Score -690414.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -690577.250000 Penalty: 4455.288086
	Iteration 7Q: 3 clusters Score -690577.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -690707.437500 Penalty: 4455.288086
	Iteration 8Q: 3 clusters Score -690707.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -690809.562500 Penalty: 4455.288086
	Iteration 9Q: 3 clusters Score -690809.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -690879.937500 Penalty: 4455.288086
	Iteration 10Q: 3 clusters Score -690879.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -690937.000000 Penalty: 4455.288086
	Iteration 11Q: 3 clusters Score -690937 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -690988.312500 Penalty: 4455.288086
	Iteration 12Q: 3 clusters Score -690988.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -691027.750000 Penalty: 4455.288086
	Iteration 13Q: 3 clusters Score -691027.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -691068.250000 Penalty: 4455.288086
	Iteration 14Q: 3 clusters Score -691068.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -691103.875000 Penalty: 4455.288086
	Iteration 15Q: 3 clusters Score -691103.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -691140.187500 Penalty: 4455.288086
	Iteration 16Q: 3 clusters Score -691140.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -691166.687500 Penalty: 4455.288086
	Iteration 17Q: 3 clusters Score -691166.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -691191.937500 Penalty: 4455.288086
	Iteration 18Q: 3 clusters Score -691191.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -691222.000000 Penalty: 4455.288086
	Iteration 19Q: 3 clusters Score -691222 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -691271.000000 Penalty: 4455.288086
	Iteration 20F: 3 clusters Score -691271 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -691339.312500 Penalty: 4455.288086
	Iteration 21Q: 3 clusters Score -691339.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -691423.250000 Penalty: 4455.288086
	Iteration 22Q: 3 clusters Score -691423.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -691531.687500 Penalty: 4455.288086
	Iteration 23Q: 3 clusters Score -691531.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -691668.000000 Penalty: 4455.288086
	Iteration 24Q: 3 clusters Score -691668 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -691781.312500 Penalty: 4455.288086
	Iteration 25Q: 3 clusters Score -691781.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -691871.937500 Penalty: 4455.288086
	Iteration 26Q: 3 clusters Score -691871.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -691954.000000 Penalty: 4455.288086
	Iteration 27Q: 3 clusters Score -691954 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -692008.500000 Penalty: 4455.288086
	Iteration 28Q: 3 clusters Score -692008.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -692042.187500 Penalty: 4455.288086
	Iteration 29Q: 3 clusters Score -692042.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -692060.437500 Penalty: 4455.288086
	Iteration 30Q: 3 clusters Score -692060.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -692086.250000 Penalty: 4455.288086
	Iteration 31Q: 3 clusters Score -692086.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -692102.125000 Penalty: 4455.288086
	Iteration 32Q: 3 clusters Score -692102.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -692112.500000 Penalty: 4455.288086
	Iteration 33Q: 3 clusters Score -692112.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -692118.437500 Penalty: 4455.288086
	Iteration 34Q: 3 clusters Score -692118.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -692120.812500 Penalty: 4455.288086
	Iteration 35Q: 3 clusters Score -692120.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -692124.625000 Penalty: 4455.288086
	Iteration 36Q: 3 clusters Score -692124.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -692126.625000 Penalty: 4455.288086
	Iteration 37Q: 3 clusters Score -692126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -692129.375000 Penalty: 4455.288086
	Iteration 38Q: 3 clusters Score -692129.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -692130.875000 Penalty: 4455.288086
	Iteration 39Q: 3 clusters Score -692130.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -692136.687500 Penalty: 4455.288086
	Iteration 40F: 3 clusters Score -692136.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -692138.812500 Penalty: 4455.288086
	Iteration 41Q: 3 clusters Score -692138.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -692145.125000 Penalty: 4455.288086
	Iteration 42Q: 3 clusters Score -692145.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -692151.437500 Penalty: 4455.288086
	Iteration 43Q: 3 clusters Score -692151.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -692153.750000 Penalty: 4455.288086
	Iteration 44Q: 3 clusters Score -692153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -692154.187500 Penalty: 4455.288086
	Iteration 45Q: 3 clusters Score -692154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -692153.812500 Penalty: 4455.288086
	Iteration 46Q: 3 clusters Score -692153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -692158.062500 Penalty: 4455.288086
	Iteration 47Q: 3 clusters Score -692158.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -692156.812500 Penalty: 4455.288086
	Iteration 48Q: 3 clusters Score -692156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -692158.500000 Penalty: 4455.288086
	Iteration 49Q: 3 clusters Score -692158.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -692158.125000 Penalty: 4455.288086
	Iteration 50Q: 3 clusters Score -692158.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -692158.625000 Penalty: 4455.288086
	Iteration 51Q: 3 clusters Score -692158.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -692158.625000 Penalty: 4455.288086
	Iteration 52F: 3 clusters Score -692158.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Entering Unmasked Estep 
Score: -1625141.125000 Penalty: 2410.764893
	Iteration 0F: 2 clusters Score -1625141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1613194.375000 Penalty: 4821.529785
	Iteration 0F: 3 clusters Score -1613194 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1617380.875000 Penalty: 4821.529785
	Iteration 1F: 3 clusters Score -1617381 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1618001.625000 Penalty: 4821.529785
	Iteration 2F: 3 clusters Score -1618002 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1618654.375000 Penalty: 4821.529785
	Iteration 3F: 3 clusters Score -1618654 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1619377.750000 Penalty: 4821.529785
	Iteration 4F: 3 clusters Score -1619378 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1620065.375000 Penalty: 4821.529785
	Iteration 5F: 3 clusters Score -1620065 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1620721.000000 Penalty: 4821.529785
	Iteration 6F: 3 clusters Score -1620721 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1621249.500000 Penalty: 4821.529785
	Iteration 7F: 3 clusters Score -1621250 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1621691.125000 Penalty: 4821.529785
	Iteration 8Q: 3 clusters Score -1621691 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1622106.750000 Penalty: 4821.529785
	Iteration 9Q: 3 clusters Score -1622107 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1622469.250000 Penalty: 4821.529785
	Iteration 10Q: 3 clusters Score -1622469 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1622791.000000 Penalty: 4821.529785
	Iteration 11Q: 3 clusters Score -1622791 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1623053.500000 Penalty: 4821.529785
	Iteration 12Q: 3 clusters Score -1623054 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1623245.375000 Penalty: 4821.529785
	Iteration 13Q: 3 clusters Score -1623245 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1623380.250000 Penalty: 4821.529785
	Iteration 14Q: 3 clusters Score -1623380 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1623466.250000 Penalty: 4821.529785
	Iteration 15Q: 3 clusters Score -1623466 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1623516.625000 Penalty: 4821.529785
	Iteration 16Q: 3 clusters Score -1623517 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1623546.750000 Penalty: 4821.529785
	Iteration 17Q: 3 clusters Score -1623547 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1623577.500000 Penalty: 4821.529785
	Iteration 18Q: 3 clusters Score -1623578 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1623594.375000 Penalty: 4821.529785
	Iteration 19Q: 3 clusters Score -1623594 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1623620.250000 Penalty: 4821.529785
	Iteration 20F: 3 clusters Score -1623620 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1623633.500000 Penalty: 4821.529785
	Iteration 21Q: 3 clusters Score -1623634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1623651.875000 Penalty: 4821.529785
	Iteration 22Q: 3 clusters Score -1623652 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1623662.375000 Penalty: 4821.529785
	Iteration 23Q: 3 clusters Score -1623662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1623670.875000 Penalty: 4821.529785
	Iteration 24Q: 3 clusters Score -1623671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1623679.375000 Penalty: 4821.529785
	Iteration 25Q: 3 clusters Score -1623679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1623688.375000 Penalty: 4821.529785
	Iteration 26Q: 3 clusters Score -1623688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1623698.875000 Penalty: 4821.529785
	Iteration 27Q: 3 clusters Score -1623699 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1623703.000000 Penalty: 4821.529785
	Iteration 28Q: 3 clusters Score -1623703 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1623697.875000 Penalty: 4821.529785
	Iteration 29Q: 3 clusters Score -1623698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1623704.875000 Penalty: 4821.529785
	Iteration 30Q: 3 clusters Score -1623705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1623709.125000 Penalty: 4821.529785
	Iteration 31Q: 3 clusters Score -1623709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1623716.250000 Penalty: 4821.529785
	Iteration 32Q: 3 clusters Score -1623716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1623716.375000 Penalty: 4821.529785
	Iteration 33Q: 3 clusters Score -1623716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1623723.125000 Penalty: 4821.529785
	Iteration 34Q: 3 clusters Score -1623723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1623728.000000 Penalty: 4821.529785
	Iteration 35Q: 3 clusters Score -1623728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1623726.500000 Penalty: 4821.529785
	Iteration 36Q: 3 clusters Score -1623726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1623727.750000 Penalty: 4821.529785
	Iteration 37Q: 3 clusters Score -1623728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1623728.250000 Penalty: 4821.529785
	Iteration 38Q: 3 clusters Score -1623728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1623732.750000 Penalty: 4821.529785
	Iteration 39Q: 3 clusters Score -1623733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1623733.625000 Penalty: 4821.529785
	Iteration 40F: 3 clusters Score -1623734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1623735.625000 Penalty: 4821.529785
	Iteration 41Q: 3 clusters Score -1623736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1623735.500000 Penalty: 4821.529785
	Iteration 42Q: 3 clusters Score -1623736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1623735.250000 Penalty: 4821.529785
	Iteration 43Q: 3 clusters Score -1623735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1623735.250000 Penalty: 4821.529785
	Iteration 44F: 3 clusters Score -1623735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Entering Unmasked Estep 
Score: -4135437.250000 Penalty: 2639.237305
	Iteration 0F: 2 clusters Score -4135437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -4107087.250000 Penalty: 5278.474609
	Iteration 0F: 3 clusters Score -4107087 nChanged 19055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -4117571.250000 Penalty: 5278.474609
	Iteration 1F: 3 clusters Score -4117571 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -4118157.500000 Penalty: 5278.474609
	Iteration 2Q: 3 clusters Score -4118158 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -4118898.500000 Penalty: 5278.474609
	Iteration 3Q: 3 clusters Score -4118898 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -4119877.500000 Penalty: 5278.474609
	Iteration 4F: 3 clusters Score -4119878 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -4121315.250000 Penalty: 5278.474609
	Iteration 5F: 3 clusters Score -4121315 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -4123267.000000 Penalty: 5278.474609
	Iteration 6F: 3 clusters Score -4123267 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -4125724.000000 Penalty: 5278.474609
	Iteration 7F: 3 clusters Score -4125724 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -4128223.500000 Penalty: 5278.474609
	Iteration 8F: 3 clusters Score -4128224 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -4130251.500000 Penalty: 5278.474609
	Iteration 9F: 3 clusters Score -4130252 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -4131603.500000 Penalty: 5278.474609
	Iteration 10Q: 3 clusters Score -4131604 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -4132355.750000 Penalty: 5278.474609
	Iteration 11Q: 3 clusters Score -4132356 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -4132749.000000 Penalty: 5278.474609
	Iteration 12Q: 3 clusters Score -4132749 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -4132951.000000 Penalty: 5278.474609
	Iteration 13Q: 3 clusters Score -4132951 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -4133078.000000 Penalty: 5278.474609
	Iteration 14Q: 3 clusters Score -4133078 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -4133143.500000 Penalty: 5278.474609
	Iteration 15Q: 3 clusters Score -4133144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -4133187.500000 Penalty: 5278.474609
	Iteration 16Q: 3 clusters Score -4133188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -4133221.750000 Penalty: 5278.474609
	Iteration 17Q: 3 clusters Score -4133222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -4133251.250000 Penalty: 5278.474609
	Iteration 18Q: 3 clusters Score -4133251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -4133264.500000 Penalty: 5278.474609
	Iteration 19Q: 3 clusters Score -4133264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -4133289.250000 Penalty: 5278.474609
	Iteration 20F: 3 clusters Score -4133289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -4133303.500000 Penalty: 5278.474609
	Iteration 21Q: 3 clusters Score -4133304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -4133304.500000 Penalty: 5278.474609
	Iteration 22Q: 3 clusters Score -4133304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -4133304.750000 Penalty: 5278.474609
	Iteration 23Q: 3 clusters Score -4133305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -4133309.500000 Penalty: 5278.474609
	Iteration 24Q: 3 clusters Score -4133310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -4133328.250000 Penalty: 5278.474609
	Iteration 25Q: 3 clusters Score -4133328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -4133328.500000 Penalty: 5278.474609
	Iteration 26Q: 3 clusters Score -4133328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -4133331.250000 Penalty: 5278.474609
	Iteration 27Q: 3 clusters Score -4133331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -4133342.000000 Penalty: 5278.474609
	Iteration 28Q: 3 clusters Score -4133342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -4133351.750000 Penalty: 5278.474609
	Iteration 29Q: 3 clusters Score -4133352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -4133366.000000 Penalty: 5278.474609
	Iteration 30Q: 3 clusters Score -4133366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -4133374.750000 Penalty: 5278.474609
	Iteration 31Q: 3 clusters Score -4133375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -4133384.250000 Penalty: 5278.474609
	Iteration 32Q: 3 clusters Score -4133384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -4133384.250000 Penalty: 5278.474609
	Iteration 33Q: 3 clusters Score -4133384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -4133383.500000 Penalty: 5278.474609
	Iteration 34Q: 3 clusters Score -4133384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -4133385.500000 Penalty: 5278.474609
	Iteration 35Q: 3 clusters Score -4133386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -4133388.250000 Penalty: 5278.474609
	Iteration 36Q: 3 clusters Score -4133388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -4133388.750000 Penalty: 5278.474609
	Iteration 37Q: 3 clusters Score -4133389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -4133390.250000 Penalty: 5278.474609
	Iteration 38Q: 3 clusters Score -4133390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -4133390.250000 Penalty: 5278.474609
	Iteration 39F: 3 clusters Score -4133390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Entering Unmasked Estep 
Score: -1450808.125000 Penalty: 2380.551514
	Iteration 0F: 2 clusters Score -1450808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1440125.125000 Penalty: 4761.103027
	Iteration 0F: 3 clusters Score -1440125 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1443458.750000 Penalty: 4761.103027
	Iteration 1F: 3 clusters Score -1443459 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1443756.625000 Penalty: 4761.103027
	Iteration 2F: 3 clusters Score -1443757 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1444010.750000 Penalty: 4761.103027
	Iteration 3Q: 3 clusters Score -1444011 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1444229.750000 Penalty: 4761.103027
	Iteration 4Q: 3 clusters Score -1444230 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1444444.125000 Penalty: 4761.103027
	Iteration 5Q: 3 clusters Score -1444444 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1444642.750000 Penalty: 4761.103027
	Iteration 6Q: 3 clusters Score -1444643 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1444860.625000 Penalty: 4761.103027
	Iteration 7Q: 3 clusters Score -1444861 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1445118.250000 Penalty: 4761.103027
	Iteration 8Q: 3 clusters Score -1445118 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1445455.875000 Penalty: 4761.103027
	Iteration 9Q: 3 clusters Score -1445456 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1445862.250000 Penalty: 4761.103027
	Iteration 10Q: 3 clusters Score -1445862 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1446341.250000 Penalty: 4761.103027
	Iteration 11Q: 3 clusters Score -1446341 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1446890.750000 Penalty: 4761.103027
	Iteration 12F: 3 clusters Score -1446891 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1447418.750000 Penalty: 4761.103027
	Iteration 13Q: 3 clusters Score -1447419 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1447831.750000 Penalty: 4761.103027
	Iteration 14Q: 3 clusters Score -1447832 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1448129.375000 Penalty: 4761.103027
	Iteration 15Q: 3 clusters Score -1448129 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1448321.125000 Penalty: 4761.103027
	Iteration 16Q: 3 clusters Score -1448321 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1448464.375000 Penalty: 4761.103027
	Iteration 17Q: 3 clusters Score -1448464 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1448526.500000 Penalty: 4761.103027
	Iteration 18Q: 3 clusters Score -1448526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1448575.250000 Penalty: 4761.103027
	Iteration 19Q: 3 clusters Score -1448575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1448608.875000 Penalty: 4761.103027
	Iteration 20F: 3 clusters Score -1448609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1448634.875000 Penalty: 4761.103027
	Iteration 21Q: 3 clusters Score -1448635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1448656.000000 Penalty: 4761.103027
	Iteration 22Q: 3 clusters Score -1448656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1448677.750000 Penalty: 4761.103027
	Iteration 23Q: 3 clusters Score -1448678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1448685.125000 Penalty: 4761.103027
	Iteration 24Q: 3 clusters Score -1448685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1448693.750000 Penalty: 4761.103027
	Iteration 25Q: 3 clusters Score -1448694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1448694.500000 Penalty: 4761.103027
	Iteration 26Q: 3 clusters Score -1448694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1448700.625000 Penalty: 4761.103027
	Iteration 27Q: 3 clusters Score -1448701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1448710.625000 Penalty: 4761.103027
	Iteration 28Q: 3 clusters Score -1448711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1448716.875000 Penalty: 4761.103027
	Iteration 29Q: 3 clusters Score -1448717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1448718.875000 Penalty: 4761.103027
	Iteration 30Q: 3 clusters Score -1448719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1448720.750000 Penalty: 4761.103027
	Iteration 31Q: 3 clusters Score -1448721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1448725.750000 Penalty: 4761.103027
	Iteration 32Q: 3 clusters Score -1448726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1448728.375000 Penalty: 4761.103027
	Iteration 33Q: 3 clusters Score -1448728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1448731.000000 Penalty: 4761.103027
	Iteration 34Q: 3 clusters Score -1448731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1448735.250000 Penalty: 4761.103027
	Iteration 35Q: 3 clusters Score -1448735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1448736.375000 Penalty: 4761.103027
	Iteration 36Q: 3 clusters Score -1448736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1448740.375000 Penalty: 4761.103027
	Iteration 37Q: 3 clusters Score -1448740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1448743.000000 Penalty: 4761.103027
	Iteration 38Q: 3 clusters Score -1448743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1448744.875000 Penalty: 4761.103027
	Iteration 39Q: 3 clusters Score -1448745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1448744.875000 Penalty: 4761.103027
	Iteration 40F: 3 clusters Score -1448745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Entering Unmasked Estep 
Score: -2360418.000000 Penalty: 2500.525146
	Iteration 0F: 2 clusters Score -2360418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2343808.250000 Penalty: 5001.050293
	Iteration 0F: 3 clusters Score -2343808 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2349484.750000 Penalty: 5001.050293
	Iteration 1F: 3 clusters Score -2349485 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2349858.250000 Penalty: 5001.050293
	Iteration 2Q: 3 clusters Score -2349858 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2350198.000000 Penalty: 5001.050293
	Iteration 3Q: 3 clusters Score -2350198 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2350515.000000 Penalty: 5001.050293
	Iteration 4Q: 3 clusters Score -2350515 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2350824.250000 Penalty: 5001.050293
	Iteration 5Q: 3 clusters Score -2350824 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2351113.000000 Penalty: 5001.050293
	Iteration 6Q: 3 clusters Score -2351113 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2351409.250000 Penalty: 5001.050293
	Iteration 7Q: 3 clusters Score -2351409 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2351741.250000 Penalty: 5001.050293
	Iteration 8Q: 3 clusters Score -2351741 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2352085.500000 Penalty: 5001.050293
	Iteration 9Q: 3 clusters Score -2352086 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2352444.250000 Penalty: 5001.050293
	Iteration 10Q: 3 clusters Score -2352444 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2352857.000000 Penalty: 5001.050293
	Iteration 11Q: 3 clusters Score -2352857 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2353392.750000 Penalty: 5001.050293
	Iteration 12Q: 3 clusters Score -2353393 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2354144.750000 Penalty: 5001.050293
	Iteration 13Q: 3 clusters Score -2354145 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2355227.000000 Penalty: 5001.050293
	Iteration 14F: 3 clusters Score -2355227 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2356393.250000 Penalty: 5001.050293
	Iteration 15F: 3 clusters Score -2356393 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2357232.500000 Penalty: 5001.050293
	Iteration 16Q: 3 clusters Score -2357232 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2357699.250000 Penalty: 5001.050293
	Iteration 17Q: 3 clusters Score -2357699 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2357968.250000 Penalty: 5001.050293
	Iteration 18Q: 3 clusters Score -2357968 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2358168.250000 Penalty: 5001.050293
	Iteration 19Q: 3 clusters Score -2358168 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2358383.000000 Penalty: 5001.050293
	Iteration 20F: 3 clusters Score -2358383 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2358567.500000 Penalty: 5001.050293
	Iteration 21Q: 3 clusters Score -2358568 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2358754.250000 Penalty: 5001.050293
	Iteration 22Q: 3 clusters Score -2358754 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2358914.500000 Penalty: 5001.050293
	Iteration 23Q: 3 clusters Score -2358914 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2359059.500000 Penalty: 5001.050293
	Iteration 24Q: 3 clusters Score -2359060 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2359167.500000 Penalty: 5001.050293
	Iteration 25Q: 3 clusters Score -2359168 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2359232.000000 Penalty: 5001.050293
	Iteration 26Q: 3 clusters Score -2359232 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2359288.500000 Penalty: 5001.050293
	Iteration 27Q: 3 clusters Score -2359288 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2359333.500000 Penalty: 5001.050293
	Iteration 28Q: 3 clusters Score -2359334 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2359361.500000 Penalty: 5001.050293
	Iteration 29Q: 3 clusters Score -2359362 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2359387.750000 Penalty: 5001.050293
	Iteration 30Q: 3 clusters Score -2359388 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2359412.750000 Penalty: 5001.050293
	Iteration 31Q: 3 clusters Score -2359413 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2359422.750000 Penalty: 5001.050293
	Iteration 32Q: 3 clusters Score -2359423 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2359428.750000 Penalty: 5001.050293
	Iteration 33Q: 3 clusters Score -2359429 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2359437.000000 Penalty: 5001.050293
	Iteration 34Q: 3 clusters Score -2359437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2359444.250000 Penalty: 5001.050293
	Iteration 35Q: 3 clusters Score -2359444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2359440.000000 Penalty: 5001.050293
	Iteration 36Q: 3 clusters Score -2359440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2359437.250000 Penalty: 5001.050293
	Iteration 37Q: 3 clusters Score -2359437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2359443.250000 Penalty: 5001.050293
	Iteration 38Q: 3 clusters Score -2359443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2359454.000000 Penalty: 5001.050293
	Iteration 39Q: 3 clusters Score -2359454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2359452.000000 Penalty: 5001.050293
	Iteration 40F: 3 clusters Score -2359452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2359458.750000 Penalty: 5001.050293
	Iteration 41Q: 3 clusters Score -2359459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2359454.250000 Penalty: 5001.050293
	Iteration 42Q: 3 clusters Score -2359454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2359459.750000 Penalty: 5001.050293
	Iteration 43Q: 3 clusters Score -2359460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2359459.250000 Penalty: 5001.050293
	Iteration 44Q: 3 clusters Score -2359459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2359461.250000 Penalty: 5001.050293
	Iteration 45Q: 3 clusters Score -2359461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2359461.750000 Penalty: 5001.050293
	Iteration 46Q: 3 clusters Score -2359462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2359463.250000 Penalty: 5001.050293
	Iteration 47Q: 3 clusters Score -2359463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2359460.250000 Penalty: 5001.050293
	Iteration 48Q: 3 clusters Score -2359460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2359460.500000 Penalty: 5001.050293
	Iteration 49Q: 3 clusters Score -2359460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2359460.000000 Penalty: 5001.050293
	Iteration 50Q: 3 clusters Score -2359460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2359463.500000 Penalty: 5001.050293
	Iteration 51Q: 3 clusters Score -2359464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2359470.000000 Penalty: 5001.050293
	Iteration 52Q: 3 clusters Score -2359470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2359461.500000 Penalty: 5001.050293
	Iteration 53Q: 3 clusters Score -2359462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2359462.500000 Penalty: 5001.050293
	Iteration 54Q: 3 clusters Score -2359462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2359464.000000 Penalty: 5001.050293
	Iteration 55Q: 3 clusters Score -2359464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2359467.750000 Penalty: 5001.050293
	Iteration 56Q: 3 clusters Score -2359468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2359470.750000 Penalty: 5001.050293
	Iteration 57Q: 3 clusters Score -2359471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2359469.250000 Penalty: 5001.050293
	Iteration 58Q: 3 clusters Score -2359469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2359468.500000 Penalty: 5001.050293
	Iteration 59Q: 3 clusters Score -2359468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2359469.750000 Penalty: 5001.050293
	Iteration 60F: 3 clusters Score -2359470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2359472.250000 Penalty: 5001.050293
	Iteration 61Q: 3 clusters Score -2359472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2359472.000000 Penalty: 5001.050293
	Iteration 62Q: 3 clusters Score -2359472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2359469.500000 Penalty: 5001.050293
	Iteration 63Q: 3 clusters Score -2359470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2359470.000000 Penalty: 5001.050293
	Iteration 64Q: 3 clusters Score -2359470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2359470.750000 Penalty: 5001.050293
	Iteration 65Q: 3 clusters Score -2359471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2359471.250000 Penalty: 5001.050293
	Iteration 66Q: 3 clusters Score -2359471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2359473.250000 Penalty: 5001.050293
	Iteration 67Q: 3 clusters Score -2359473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2359473.250000 Penalty: 5001.050293
	Iteration 68F: 3 clusters Score -2359473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (66306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Entering Unmasked Estep 
Score: -6650360.500000 Penalty: 2753.304688
	Iteration 0F: 2 clusters Score -6650360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -6606084.000000 Penalty: 5506.609375
	Iteration 0F: 3 clusters Score -6606084 nChanged 30825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -6623212.500000 Penalty: 5506.609375
	Iteration 1F: 3 clusters Score -6623212 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -6623749.500000 Penalty: 5506.609375
	Iteration 2Q: 3 clusters Score -6623750 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -6624263.500000 Penalty: 5506.609375
	Iteration 3Q: 3 clusters Score -6624264 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -6624857.000000 Penalty: 5506.609375
	Iteration 4Q: 3 clusters Score -6624857 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -6625614.500000 Penalty: 5506.609375
	Iteration 5Q: 3 clusters Score -6625614 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -6626583.000000 Penalty: 5506.609375
	Iteration 6Q: 3 clusters Score -6626583 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -6627970.000000 Penalty: 5506.609375
	Iteration 7Q: 3 clusters Score -6627970 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -6630268.500000 Penalty: 5506.609375
	Iteration 8F: 3 clusters Score -6630268 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -6633552.000000 Penalty: 5506.609375
	Iteration 9F: 3 clusters Score -6633552 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -6637626.500000 Penalty: 5506.609375
	Iteration 10F: 3 clusters Score -6637626 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -6641112.000000 Penalty: 5506.609375
	Iteration 11F: 3 clusters Score -6641112 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -6643388.000000 Penalty: 5506.609375
	Iteration 12F: 3 clusters Score -6643388 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -6644555.500000 Penalty: 5506.609375
	Iteration 13Q: 3 clusters Score -6644556 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -6645140.000000 Penalty: 5506.609375
	Iteration 14Q: 3 clusters Score -6645140 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -6645559.000000 Penalty: 5506.609375
	Iteration 15Q: 3 clusters Score -6645559 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -6645906.000000 Penalty: 5506.609375
	Iteration 16Q: 3 clusters Score -6645906 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -6646266.500000 Penalty: 5506.609375
	Iteration 17Q: 3 clusters Score -6646266 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -6646624.500000 Penalty: 5506.609375
	Iteration 18Q: 3 clusters Score -6646624 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -6646976.000000 Penalty: 5506.609375
	Iteration 19Q: 3 clusters Score -6646976 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -6647349.000000 Penalty: 5506.609375
	Iteration 20F: 3 clusters Score -6647349 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -6647614.500000 Penalty: 5506.609375
	Iteration 21Q: 3 clusters Score -6647614 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56183 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -6647827.500000 Penalty: 5506.609375
	Iteration 22Q: 3 clusters Score -6647828 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -6647964.500000 Penalty: 5506.609375
	Iteration 23Q: 3 clusters Score -6647964 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -6648071.000000 Penalty: 5506.609375
	Iteration 24Q: 3 clusters Score -6648071 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -6648170.000000 Penalty: 5506.609375
	Iteration 25Q: 3 clusters Score -6648170 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -6648267.500000 Penalty: 5506.609375
	Iteration 26Q: 3 clusters Score -6648268 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -6648363.500000 Penalty: 5506.609375
	Iteration 27Q: 3 clusters Score -6648364 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -6648401.500000 Penalty: 5506.609375
	Iteration 28Q: 3 clusters Score -6648402 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -6648460.500000 Penalty: 5506.609375
	Iteration 29Q: 3 clusters Score -6648460 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -6648508.500000 Penalty: 5506.609375
	Iteration 30Q: 3 clusters Score -6648508 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -6648599.500000 Penalty: 5506.609375
	Iteration 31Q: 3 clusters Score -6648600 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -6648628.500000 Penalty: 5506.609375
	Iteration 32Q: 3 clusters Score -6648628 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -6648667.000000 Penalty: 5506.609375
	Iteration 33Q: 3 clusters Score -6648667 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -6648712.500000 Penalty: 5506.609375
	Iteration 34Q: 3 clusters Score -6648712 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60057 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -6648745.000000 Penalty: 5506.609375
	Iteration 35Q: 3 clusters Score -6648745 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -6648741.500000 Penalty: 5506.609375
	Iteration 36Q: 3 clusters Score -6648742 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -6648773.000000 Penalty: 5506.609375
	Iteration 37Q: 3 clusters Score -6648773 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60501 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -6648818.000000 Penalty: 5506.609375
	Iteration 38Q: 3 clusters Score -6648818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -6648813.500000 Penalty: 5506.609375
	Iteration 39Q: 3 clusters Score -6648814 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -6648839.000000 Penalty: 5506.609375
	Iteration 40F: 3 clusters Score -6648839 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -6648859.000000 Penalty: 5506.609375
	Iteration 41Q: 3 clusters Score -6648859 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -6648898.500000 Penalty: 5506.609375
	Iteration 42Q: 3 clusters Score -6648898 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -6648927.000000 Penalty: 5506.609375
	Iteration 43Q: 3 clusters Score -6648927 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -6648941.000000 Penalty: 5506.609375
	Iteration 44Q: 3 clusters Score -6648941 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -6648969.500000 Penalty: 5506.609375
	Iteration 45Q: 3 clusters Score -6648970 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -6648984.000000 Penalty: 5506.609375
	Iteration 46Q: 3 clusters Score -6648984 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -6648997.000000 Penalty: 5506.609375
	Iteration 47Q: 3 clusters Score -6648997 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -6649000.000000 Penalty: 5506.609375
	Iteration 48Q: 3 clusters Score -6649000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -6649018.000000 Penalty: 5506.609375
	Iteration 49Q: 3 clusters Score -6649018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -6649024.000000 Penalty: 5506.609375
	Iteration 50Q: 3 clusters Score -6649024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -6649054.000000 Penalty: 5506.609375
	Iteration 51Q: 3 clusters Score -6649054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -6649053.500000 Penalty: 5506.609375
	Iteration 52Q: 3 clusters Score -6649054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -6649047.000000 Penalty: 5506.609375
	Iteration 53Q: 3 clusters Score -6649047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -6649052.500000 Penalty: 5506.609375
	Iteration 54Q: 3 clusters Score -6649052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -6649054.500000 Penalty: 5506.609375
	Iteration 55Q: 3 clusters Score -6649054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -6649056.000000 Penalty: 5506.609375
	Iteration 56Q: 3 clusters Score -6649056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -6649049.500000 Penalty: 5506.609375
	Iteration 57Q: 3 clusters Score -6649050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -6649072.500000 Penalty: 5506.609375
	Iteration 58Q: 3 clusters Score -6649072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -6649077.500000 Penalty: 5506.609375
	Iteration 59Q: 3 clusters Score -6649078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -6649091.500000 Penalty: 5506.609375
	Iteration 60F: 3 clusters Score -6649092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -6649096.000000 Penalty: 5506.609375
	Iteration 61Q: 3 clusters Score -6649096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -6649094.000000 Penalty: 5506.609375
	Iteration 62Q: 3 clusters Score -6649094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -6649101.500000 Penalty: 5506.609375
	Iteration 63Q: 3 clusters Score -6649102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -6649099.500000 Penalty: 5506.609375
	Iteration 64Q: 3 clusters Score -6649100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -6649103.500000 Penalty: 5506.609375
	Iteration 65Q: 3 clusters Score -6649104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -6649105.000000 Penalty: 5506.609375
	Iteration 66Q: 3 clusters Score -6649105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -6649105.500000 Penalty: 5506.609375
	Iteration 67Q: 3 clusters Score -6649106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -6649109.500000 Penalty: 5506.609375
	Iteration 68Q: 3 clusters Score -6649110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -6649116.000000 Penalty: 5506.609375
	Iteration 69Q: 3 clusters Score -6649116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -6649120.500000 Penalty: 5506.609375
	Iteration 70Q: 3 clusters Score -6649120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -6649119.500000 Penalty: 5506.609375
	Iteration 71Q: 3 clusters Score -6649120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -6649121.500000 Penalty: 5506.609375
	Iteration 72Q: 3 clusters Score -6649122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -6649125.500000 Penalty: 5506.609375
	Iteration 73Q: 3 clusters Score -6649126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -6649124.500000 Penalty: 5506.609375
	Iteration 74Q: 3 clusters Score -6649124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -6649135.500000 Penalty: 5506.609375
	Iteration 75Q: 3 clusters Score -6649136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -6649133.500000 Penalty: 5506.609375
	Iteration 76Q: 3 clusters Score -6649134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -6649132.500000 Penalty: 5506.609375
	Iteration 77Q: 3 clusters Score -6649132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -6649124.000000 Penalty: 5506.609375
	Iteration 78Q: 3 clusters Score -6649124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -6649124.000000 Penalty: 5506.609375
	Iteration 79Q: 3 clusters Score -6649124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -6649124.000000 Penalty: 5506.609375
	Iteration 80F: 3 clusters Score -6649124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Entering Unmasked Estep 
Score: -4374670.000000 Penalty: 2646.695557
	Iteration 0F: 2 clusters Score -4374670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -4345626.000000 Penalty: 5293.391113
	Iteration 0F: 3 clusters Score -4345626 nChanged 19704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -4356357.500000 Penalty: 5293.391113
	Iteration 1F: 3 clusters Score -4356358 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -4356804.000000 Penalty: 5293.391113
	Iteration 2Q: 3 clusters Score -4356804 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4357249.500000 Penalty: 5293.391113
	Iteration 3Q: 3 clusters Score -4357250 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4357689.500000 Penalty: 5293.391113
	Iteration 4Q: 3 clusters Score -4357690 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -4358262.000000 Penalty: 5293.391113
	Iteration 5Q: 3 clusters Score -4358262 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -4358989.000000 Penalty: 5293.391113
	Iteration 6Q: 3 clusters Score -4358989 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -4360054.000000 Penalty: 5293.391113
	Iteration 7Q: 3 clusters Score -4360054 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -4361523.000000 Penalty: 5293.391113
	Iteration 8F: 3 clusters Score -4361523 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -4363414.500000 Penalty: 5293.391113
	Iteration 9F: 3 clusters Score -4363414 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -4365623.000000 Penalty: 5293.391113
	Iteration 10F: 3 clusters Score -4365623 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -4367792.000000 Penalty: 5293.391113
	Iteration 11F: 3 clusters Score -4367792 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -4369435.000000 Penalty: 5293.391113
	Iteration 12Q: 3 clusters Score -4369435 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4370523.500000 Penalty: 5293.391113
	Iteration 13Q: 3 clusters Score -4370524 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4371270.500000 Penalty: 5293.391113
	Iteration 14Q: 3 clusters Score -4371270 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4371719.000000 Penalty: 5293.391113
	Iteration 15Q: 3 clusters Score -4371719 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4371935.000000 Penalty: 5293.391113
	Iteration 16Q: 3 clusters Score -4371935 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4372072.500000 Penalty: 5293.391113
	Iteration 17Q: 3 clusters Score -4372072 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4372176.000000 Penalty: 5293.391113
	Iteration 18Q: 3 clusters Score -4372176 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4372231.500000 Penalty: 5293.391113
	Iteration 19Q: 3 clusters Score -4372232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4372251.500000 Penalty: 5293.391113
	Iteration 20F: 3 clusters Score -4372252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4372281.000000 Penalty: 5293.391113
	Iteration 21Q: 3 clusters Score -4372281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4372303.500000 Penalty: 5293.391113
	Iteration 22Q: 3 clusters Score -4372304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4372323.500000 Penalty: 5293.391113
	Iteration 23Q: 3 clusters Score -4372324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4372338.500000 Penalty: 5293.391113
	Iteration 24Q: 3 clusters Score -4372338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4372346.500000 Penalty: 5293.391113
	Iteration 25Q: 3 clusters Score -4372346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4372346.000000 Penalty: 5293.391113
	Iteration 26Q: 3 clusters Score -4372346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4372360.000000 Penalty: 5293.391113
	Iteration 27Q: 3 clusters Score -4372360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4372357.500000 Penalty: 5293.391113
	Iteration 28Q: 3 clusters Score -4372358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4372369.000000 Penalty: 5293.391113
	Iteration 29Q: 3 clusters Score -4372369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4372370.500000 Penalty: 5293.391113
	Iteration 30Q: 3 clusters Score -4372370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4372378.000000 Penalty: 5293.391113
	Iteration 31Q: 3 clusters Score -4372378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4372380.000000 Penalty: 5293.391113
	Iteration 32Q: 3 clusters Score -4372380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4372383.500000 Penalty: 5293.391113
	Iteration 33Q: 3 clusters Score -4372384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4372383.000000 Penalty: 5293.391113
	Iteration 34Q: 3 clusters Score -4372383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4372383.000000 Penalty: 5293.391113
	Iteration 35F: 3 clusters Score -4372383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (197935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197935 members 
Entering Unmasked Estep 
Score: -19968128.000000 Penalty: 3024.532227
	Iteration 0F: 2 clusters Score -1.996813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99179 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -19835602.000000 Penalty: 6049.064453
	Iteration 0F: 3 clusters Score -1.98356e+07 nChanged 95095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102218 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -19891334.000000 Penalty: 6049.064453
	Iteration 1F: 3 clusters Score -1.989133e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104473 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -19892344.000000 Penalty: 6049.064453
	Iteration 2Q: 3 clusters Score -1.989234e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 90006 members 
Entering Unmasked Estep 
Score: -19893416.000000 Penalty: 6049.064453
	Iteration 3Q: 3 clusters Score -1.989342e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113259 members 
Mstep: Class 2 contains 84676 members 
Entering Unmasked Estep 
Score: -19895500.000000 Penalty: 6049.064453
	Iteration 4Q: 3 clusters Score -1.98955e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121303 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
Score: -19899128.000000 Penalty: 6049.064453
	Iteration 5Q: 3 clusters Score -1.989913e+07 nChanged 11771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132930 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -19906268.000000 Penalty: 6049.064453
	Iteration 6F: 3 clusters Score -1.990627e+07 nChanged 15887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148793 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -19918310.000000 Penalty: 6049.064453
	Iteration 7F: 3 clusters Score -1.991831e+07 nChanged 18410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167201 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -19935212.000000 Penalty: 6049.064453
	Iteration 8F: 3 clusters Score -1.993521e+07 nChanged 16065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183266 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -19951124.000000 Penalty: 6049.064453
	Iteration 9F: 3 clusters Score -1.995112e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192800 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -19960502.000000 Penalty: 6049.064453
	Iteration 10Q: 3 clusters Score -1.99605e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196469 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -19964024.000000 Penalty: 6049.064453
	Iteration 11Q: 3 clusters Score -1.996402e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197419 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -19964986.000000 Penalty: 6049.064453
	Iteration 12Q: 3 clusters Score -1.996499e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197619 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -19965232.000000 Penalty: 6049.064453
	Iteration 13Q: 3 clusters Score -1.996523e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197671 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -19965336.000000 Penalty: 6049.064453
	Iteration 14Q: 3 clusters Score -1.996534e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197693 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19965398.000000 Penalty: 6049.064453
	Iteration 15Q: 3 clusters Score -1.99654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197698 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19965422.000000 Penalty: 6049.064453
	Iteration 16Q: 3 clusters Score -1.996542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197695 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19965426.000000 Penalty: 6049.064453
	Iteration 17Q: 3 clusters Score -1.996543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197700 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -19965440.000000 Penalty: 6049.064453
	Iteration 18Q: 3 clusters Score -1.996544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197702 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19965442.000000 Penalty: 6049.064453
	Iteration 19Q: 3 clusters Score -1.996544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197704 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19965460.000000 Penalty: 6049.064453
	Iteration 20F: 3 clusters Score -1.996546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197706 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19965476.000000 Penalty: 6049.064453
	Iteration 21Q: 3 clusters Score -1.996548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197708 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19965472.000000 Penalty: 6049.064453
	Iteration 22Q: 3 clusters Score -1.996547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197710 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19965476.000000 Penalty: 6049.064453
	Iteration 23Q: 3 clusters Score -1.996548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197710 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19965476.000000 Penalty: 6049.064453
	Iteration 24F: 3 clusters Score -1.996548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Entering Unmasked Estep 
Score: -1942252.000000 Penalty: 2450.611328
	Iteration 0F: 2 clusters Score -1942252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1928444.625000 Penalty: 4901.222656
	Iteration 0F: 3 clusters Score -1928445 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1933184.625000 Penalty: 4901.222656
	Iteration 1F: 3 clusters Score -1933185 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1933781.500000 Penalty: 4901.222656
	Iteration 2F: 3 clusters Score -1933782 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1934312.875000 Penalty: 4901.222656
	Iteration 3F: 3 clusters Score -1934313 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1934804.875000 Penalty: 4901.222656
	Iteration 4Q: 3 clusters Score -1934805 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1935254.875000 Penalty: 4901.222656
	Iteration 5Q: 3 clusters Score -1935255 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1935709.125000 Penalty: 4901.222656
	Iteration 6Q: 3 clusters Score -1935709 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1936133.000000 Penalty: 4901.222656
	Iteration 7Q: 3 clusters Score -1936133 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1936483.875000 Penalty: 4901.222656
	Iteration 8Q: 3 clusters Score -1936484 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1936787.250000 Penalty: 4901.222656
	Iteration 9Q: 3 clusters Score -1936787 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1937097.625000 Penalty: 4901.222656
	Iteration 10Q: 3 clusters Score -1937098 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1937397.375000 Penalty: 4901.222656
	Iteration 11Q: 3 clusters Score -1937397 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1937692.875000 Penalty: 4901.222656
	Iteration 12Q: 3 clusters Score -1937693 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1937958.250000 Penalty: 4901.222656
	Iteration 13Q: 3 clusters Score -1937958 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1938208.250000 Penalty: 4901.222656
	Iteration 14Q: 3 clusters Score -1938208 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1938398.750000 Penalty: 4901.222656
	Iteration 15Q: 3 clusters Score -1938399 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1938534.500000 Penalty: 4901.222656
	Iteration 16Q: 3 clusters Score -1938534 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1938616.000000 Penalty: 4901.222656
	Iteration 17Q: 3 clusters Score -1938616 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1938700.250000 Penalty: 4901.222656
	Iteration 18Q: 3 clusters Score -1938700 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1938765.375000 Penalty: 4901.222656
	Iteration 19Q: 3 clusters Score -1938765 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1938823.500000 Penalty: 4901.222656
	Iteration 20F: 3 clusters Score -1938824 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1938875.625000 Penalty: 4901.222656
	Iteration 21Q: 3 clusters Score -1938876 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1938927.875000 Penalty: 4901.222656
	Iteration 22Q: 3 clusters Score -1938928 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1938979.375000 Penalty: 4901.222656
	Iteration 23Q: 3 clusters Score -1938979 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1939006.750000 Penalty: 4901.222656
	Iteration 24Q: 3 clusters Score -1939007 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1939027.500000 Penalty: 4901.222656
	Iteration 25Q: 3 clusters Score -1939028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1939051.375000 Penalty: 4901.222656
	Iteration 26Q: 3 clusters Score -1939051 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1939073.125000 Penalty: 4901.222656
	Iteration 27Q: 3 clusters Score -1939073 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1939089.375000 Penalty: 4901.222656
	Iteration 28Q: 3 clusters Score -1939089 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1939098.000000 Penalty: 4901.222656
	Iteration 29Q: 3 clusters Score -1939098 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1939112.875000 Penalty: 4901.222656
	Iteration 30Q: 3 clusters Score -1939113 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1939120.625000 Penalty: 4901.222656
	Iteration 31Q: 3 clusters Score -1939121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1939128.125000 Penalty: 4901.222656
	Iteration 32Q: 3 clusters Score -1939128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1939128.000000 Penalty: 4901.222656
	Iteration 33Q: 3 clusters Score -1939128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1939133.000000 Penalty: 4901.222656
	Iteration 34Q: 3 clusters Score -1939133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1939137.125000 Penalty: 4901.222656
	Iteration 35Q: 3 clusters Score -1939137 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1939150.875000 Penalty: 4901.222656
	Iteration 36Q: 3 clusters Score -1939151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1939152.000000 Penalty: 4901.222656
	Iteration 37Q: 3 clusters Score -1939152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1939153.750000 Penalty: 4901.222656
	Iteration 38Q: 3 clusters Score -1939154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1939164.500000 Penalty: 4901.222656
	Iteration 39Q: 3 clusters Score -1939164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1939169.375000 Penalty: 4901.222656
	Iteration 40F: 3 clusters Score -1939169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1939168.250000 Penalty: 4901.222656
	Iteration 41Q: 3 clusters Score -1939168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1939176.500000 Penalty: 4901.222656
	Iteration 42Q: 3 clusters Score -1939176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1939184.375000 Penalty: 4901.222656
	Iteration 43Q: 3 clusters Score -1939184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1939195.875000 Penalty: 4901.222656
	Iteration 44Q: 3 clusters Score -1939196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1939203.750000 Penalty: 4901.222656
	Iteration 45Q: 3 clusters Score -1939204 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1939207.500000 Penalty: 4901.222656
	Iteration 46Q: 3 clusters Score -1939208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1939225.250000 Penalty: 4901.222656
	Iteration 47Q: 3 clusters Score -1939225 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1939234.875000 Penalty: 4901.222656
	Iteration 48Q: 3 clusters Score -1939235 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1939237.750000 Penalty: 4901.222656
	Iteration 49Q: 3 clusters Score -1939238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1939244.375000 Penalty: 4901.222656
	Iteration 50Q: 3 clusters Score -1939244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1939257.625000 Penalty: 4901.222656
	Iteration 51Q: 3 clusters Score -1939258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1939264.375000 Penalty: 4901.222656
	Iteration 52Q: 3 clusters Score -1939264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1939273.625000 Penalty: 4901.222656
	Iteration 53Q: 3 clusters Score -1939274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1939288.875000 Penalty: 4901.222656
	Iteration 54Q: 3 clusters Score -1939289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1939285.625000 Penalty: 4901.222656
	Iteration 55Q: 3 clusters Score -1939286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1939296.500000 Penalty: 4901.222656
	Iteration 56Q: 3 clusters Score -1939296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1939297.625000 Penalty: 4901.222656
	Iteration 57Q: 3 clusters Score -1939298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1939300.250000 Penalty: 4901.222656
	Iteration 58Q: 3 clusters Score -1939300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1939305.875000 Penalty: 4901.222656
	Iteration 59Q: 3 clusters Score -1939306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1939308.875000 Penalty: 4901.222656
	Iteration 60F: 3 clusters Score -1939309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1939318.375000 Penalty: 4901.222656
	Iteration 61Q: 3 clusters Score -1939318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1939322.875000 Penalty: 4901.222656
	Iteration 62Q: 3 clusters Score -1939323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1939322.750000 Penalty: 4901.222656
	Iteration 63Q: 3 clusters Score -1939323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1939328.750000 Penalty: 4901.222656
	Iteration 64Q: 3 clusters Score -1939329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1939328.250000 Penalty: 4901.222656
	Iteration 65Q: 3 clusters Score -1939328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1939330.250000 Penalty: 4901.222656
	Iteration 66Q: 3 clusters Score -1939330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1939331.500000 Penalty: 4901.222656
	Iteration 67Q: 3 clusters Score -1939332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1939333.500000 Penalty: 4901.222656
	Iteration 68Q: 3 clusters Score -1939334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1939331.875000 Penalty: 4901.222656
	Iteration 69Q: 3 clusters Score -1939332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1939331.250000 Penalty: 4901.222656
	Iteration 70Q: 3 clusters Score -1939331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1939331.000000 Penalty: 4901.222656
	Iteration 71Q: 3 clusters Score -1939331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1939335.000000 Penalty: 4901.222656
	Iteration 72Q: 3 clusters Score -1939335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1939332.500000 Penalty: 4901.222656
	Iteration 73Q: 3 clusters Score -1939332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1939333.125000 Penalty: 4901.222656
	Iteration 74Q: 3 clusters Score -1939333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1939337.250000 Penalty: 4901.222656
	Iteration 75Q: 3 clusters Score -1939337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1939341.000000 Penalty: 4901.222656
	Iteration 76Q: 3 clusters Score -1939341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1939343.000000 Penalty: 4901.222656
	Iteration 77Q: 3 clusters Score -1939343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1939339.125000 Penalty: 4901.222656
	Iteration 78Q: 3 clusters Score -1939339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1939341.125000 Penalty: 4901.222656
	Iteration 79Q: 3 clusters Score -1939341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1939343.125000 Penalty: 4901.222656
	Iteration 80F: 3 clusters Score -1939343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1939341.000000 Penalty: 4901.222656
	Iteration 81Q: 3 clusters Score -1939341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1939344.000000 Penalty: 4901.222656
	Iteration 82Q: 3 clusters Score -1939344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1939346.375000 Penalty: 4901.222656
	Iteration 83Q: 3 clusters Score -1939346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1939342.375000 Penalty: 4901.222656
	Iteration 84Q: 3 clusters Score -1939342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1939342.750000 Penalty: 4901.222656
	Iteration 85Q: 3 clusters Score -1939343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1939342.250000 Penalty: 4901.222656
	Iteration 86Q: 3 clusters Score -1939342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1939341.750000 Penalty: 4901.222656
	Iteration 87Q: 3 clusters Score -1939342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1939340.750000 Penalty: 4901.222656
	Iteration 88Q: 3 clusters Score -1939341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1939347.625000 Penalty: 4901.222656
	Iteration 89Q: 3 clusters Score -1939348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1939347.875000 Penalty: 4901.222656
	Iteration 90Q: 3 clusters Score -1939348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1939350.125000 Penalty: 4901.222656
	Iteration 91Q: 3 clusters Score -1939350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1939351.000000 Penalty: 4901.222656
	Iteration 92Q: 3 clusters Score -1939351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1939355.875000 Penalty: 4901.222656
	Iteration 93Q: 3 clusters Score -1939356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1939351.375000 Penalty: 4901.222656
	Iteration 94Q: 3 clusters Score -1939351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1939355.000000 Penalty: 4901.222656
	Iteration 95Q: 3 clusters Score -1939355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1939355.125000 Penalty: 4901.222656
	Iteration 96Q: 3 clusters Score -1939355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1939357.375000 Penalty: 4901.222656
	Iteration 97Q: 3 clusters Score -1939357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1939360.875000 Penalty: 4901.222656
	Iteration 98Q: 3 clusters Score -1939361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1939360.625000 Penalty: 4901.222656
	Iteration 99Q: 3 clusters Score -1939361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1939359.125000 Penalty: 4901.222656
	Iteration 100F: 3 clusters Score -1939359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1939359.000000 Penalty: 4901.222656
	Iteration 101Q: 3 clusters Score -1939359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1939360.000000 Penalty: 4901.222656
	Iteration 102Q: 3 clusters Score -1939360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1939362.500000 Penalty: 4901.222656
	Iteration 103Q: 3 clusters Score -1939362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1939359.375000 Penalty: 4901.222656
	Iteration 104Q: 3 clusters Score -1939359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1939355.500000 Penalty: 4901.222656
	Iteration 105Q: 3 clusters Score -1939356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1939359.625000 Penalty: 4901.222656
	Iteration 106Q: 3 clusters Score -1939360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1939356.000000 Penalty: 4901.222656
	Iteration 107Q: 3 clusters Score -1939356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1939358.625000 Penalty: 4901.222656
	Iteration 108Q: 3 clusters Score -1939359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1939361.375000 Penalty: 4901.222656
	Iteration 109Q: 3 clusters Score -1939361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1939364.375000 Penalty: 4901.222656
	Iteration 110Q: 3 clusters Score -1939364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1939363.000000 Penalty: 4901.222656
	Iteration 111Q: 3 clusters Score -1939363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1939367.250000 Penalty: 4901.222656
	Iteration 112Q: 3 clusters Score -1939367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1939366.875000 Penalty: 4901.222656
	Iteration 113Q: 3 clusters Score -1939367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1939366.375000 Penalty: 4901.222656
	Iteration 114Q: 3 clusters Score -1939366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1939366.125000 Penalty: 4901.222656
	Iteration 115Q: 3 clusters Score -1939366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1939366.750000 Penalty: 4901.222656
	Iteration 116Q: 3 clusters Score -1939367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1939371.375000 Penalty: 4901.222656
	Iteration 117Q: 3 clusters Score -1939371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1939372.250000 Penalty: 4901.222656
	Iteration 118Q: 3 clusters Score -1939372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1939370.500000 Penalty: 4901.222656
	Iteration 119Q: 3 clusters Score -1939370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1939367.000000 Penalty: 4901.222656
	Iteration 120F: 3 clusters Score -1939367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1939368.750000 Penalty: 4901.222656
	Iteration 121Q: 3 clusters Score -1939369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1939369.000000 Penalty: 4901.222656
	Iteration 122Q: 3 clusters Score -1939369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1939370.625000 Penalty: 4901.222656
	Iteration 123Q: 3 clusters Score -1939371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1939370.250000 Penalty: 4901.222656
	Iteration 124Q: 3 clusters Score -1939370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1939370.250000 Penalty: 4901.222656
	Iteration 125Q: 3 clusters Score -1939370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1939372.000000 Penalty: 4901.222656
	Iteration 126Q: 3 clusters Score -1939372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1939372.000000 Penalty: 4901.222656
	Iteration 127F: 3 clusters Score -1939372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Entering Unmasked Estep 
Score: -1063728.500000 Penalty: 2305.513916
	Iteration 0F: 2 clusters Score -1063728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1055434.500000 Penalty: 4611.027832
	Iteration 0F: 3 clusters Score -1055434 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1057848.125000 Penalty: 4611.027832
	Iteration 1F: 3 clusters Score -1057848 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1058188.500000 Penalty: 4611.027832
	Iteration 2F: 3 clusters Score -1058188 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1058471.500000 Penalty: 4611.027832
	Iteration 3F: 3 clusters Score -1058472 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1058696.000000 Penalty: 4611.027832
	Iteration 4Q: 3 clusters Score -1058696 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1058918.250000 Penalty: 4611.027832
	Iteration 5Q: 3 clusters Score -1058918 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1059132.250000 Penalty: 4611.027832
	Iteration 6Q: 3 clusters Score -1059132 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1059340.625000 Penalty: 4611.027832
	Iteration 7Q: 3 clusters Score -1059341 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1059543.750000 Penalty: 4611.027832
	Iteration 8Q: 3 clusters Score -1059544 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1059744.125000 Penalty: 4611.027832
	Iteration 9Q: 3 clusters Score -1059744 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1059994.875000 Penalty: 4611.027832
	Iteration 10Q: 3 clusters Score -1059995 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1060296.375000 Penalty: 4611.027832
	Iteration 11Q: 3 clusters Score -1060296 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1060576.000000 Penalty: 4611.027832
	Iteration 12Q: 3 clusters Score -1060576 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1060818.750000 Penalty: 4611.027832
	Iteration 13Q: 3 clusters Score -1060819 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1061032.875000 Penalty: 4611.027832
	Iteration 14Q: 3 clusters Score -1061033 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1061185.000000 Penalty: 4611.027832
	Iteration 15Q: 3 clusters Score -1061185 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1061284.250000 Penalty: 4611.027832
	Iteration 16Q: 3 clusters Score -1061284 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1061386.625000 Penalty: 4611.027832
	Iteration 17Q: 3 clusters Score -1061387 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1061478.125000 Penalty: 4611.027832
	Iteration 18Q: 3 clusters Score -1061478 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1061544.750000 Penalty: 4611.027832
	Iteration 19Q: 3 clusters Score -1061545 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1061585.125000 Penalty: 4611.027832
	Iteration 20F: 3 clusters Score -1061585 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1061632.875000 Penalty: 4611.027832
	Iteration 21Q: 3 clusters Score -1061633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1061683.000000 Penalty: 4611.027832
	Iteration 22Q: 3 clusters Score -1061683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1061714.125000 Penalty: 4611.027832
	Iteration 23Q: 3 clusters Score -1061714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1061743.375000 Penalty: 4611.027832
	Iteration 24Q: 3 clusters Score -1061743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1061763.625000 Penalty: 4611.027832
	Iteration 25Q: 3 clusters Score -1061764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1061777.875000 Penalty: 4611.027832
	Iteration 26Q: 3 clusters Score -1061778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1061788.625000 Penalty: 4611.027832
	Iteration 27Q: 3 clusters Score -1061789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1061797.375000 Penalty: 4611.027832
	Iteration 28Q: 3 clusters Score -1061797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1061803.125000 Penalty: 4611.027832
	Iteration 29Q: 3 clusters Score -1061803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1061803.375000 Penalty: 4611.027832
	Iteration 30Q: 3 clusters Score -1061803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1061808.625000 Penalty: 4611.027832
	Iteration 31Q: 3 clusters Score -1061809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1061811.000000 Penalty: 4611.027832
	Iteration 32Q: 3 clusters Score -1061811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1061811.250000 Penalty: 4611.027832
	Iteration 33Q: 3 clusters Score -1061811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1061811.000000 Penalty: 4611.027832
	Iteration 34Q: 3 clusters Score -1061811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1061812.500000 Penalty: 4611.027832
	Iteration 35Q: 3 clusters Score -1061812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1061812.500000 Penalty: 4611.027832
	Iteration 36Q: 3 clusters Score -1061812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1061814.125000 Penalty: 4611.027832
	Iteration 37Q: 3 clusters Score -1061814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1061815.625000 Penalty: 4611.027832
	Iteration 38Q: 3 clusters Score -1061816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1061818.375000 Penalty: 4611.027832
	Iteration 39Q: 3 clusters Score -1061818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1061819.000000 Penalty: 4611.027832
	Iteration 40F: 3 clusters Score -1061819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1061819.875000 Penalty: 4611.027832
	Iteration 41Q: 3 clusters Score -1061820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1061821.875000 Penalty: 4611.027832
	Iteration 42Q: 3 clusters Score -1061822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1061822.500000 Penalty: 4611.027832
	Iteration 43Q: 3 clusters Score -1061822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1061822.375000 Penalty: 4611.027832
	Iteration 44Q: 3 clusters Score -1061822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1061823.750000 Penalty: 4611.027832
	Iteration 45Q: 3 clusters Score -1061824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1061823.750000 Penalty: 4611.027832
	Iteration 46F: 3 clusters Score -1061824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Entering Unmasked Estep 
Score: -537802.000000 Penalty: 2137.474121
	Iteration 0F: 2 clusters Score -537802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -532944.187500 Penalty: 4274.948242
	Iteration 0F: 3 clusters Score -532944.2 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -534170.375000 Penalty: 4274.948242
	Iteration 1F: 3 clusters Score -534170.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -534443.750000 Penalty: 4274.948242
	Iteration 2F: 3 clusters Score -534443.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -534643.875000 Penalty: 4274.948242
	Iteration 3F: 3 clusters Score -534643.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -534803.562500 Penalty: 4274.948242
	Iteration 4Q: 3 clusters Score -534803.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -534909.750000 Penalty: 4274.948242
	Iteration 5Q: 3 clusters Score -534909.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -534991.437500 Penalty: 4274.948242
	Iteration 6Q: 3 clusters Score -534991.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -535053.437500 Penalty: 4274.948242
	Iteration 7Q: 3 clusters Score -535053.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -535113.125000 Penalty: 4274.948242
	Iteration 8Q: 3 clusters Score -535113.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -535156.812500 Penalty: 4274.948242
	Iteration 9Q: 3 clusters Score -535156.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -535201.437500 Penalty: 4274.948242
	Iteration 10Q: 3 clusters Score -535201.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -535236.250000 Penalty: 4274.948242
	Iteration 11Q: 3 clusters Score -535236.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -535260.000000 Penalty: 4274.948242
	Iteration 12Q: 3 clusters Score -535260 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -535285.937500 Penalty: 4274.948242
	Iteration 13Q: 3 clusters Score -535285.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -535308.625000 Penalty: 4274.948242
	Iteration 14Q: 3 clusters Score -535308.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -535332.000000 Penalty: 4274.948242
	Iteration 15Q: 3 clusters Score -535332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -535358.312500 Penalty: 4274.948242
	Iteration 16Q: 3 clusters Score -535358.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -535389.437500 Penalty: 4274.948242
	Iteration 17Q: 3 clusters Score -535389.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -535415.375000 Penalty: 4274.948242
	Iteration 18Q: 3 clusters Score -535415.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -535452.687500 Penalty: 4274.948242
	Iteration 19Q: 3 clusters Score -535452.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -535484.375000 Penalty: 4274.948242
	Iteration 20F: 3 clusters Score -535484.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -535519.187500 Penalty: 4274.948242
	Iteration 21Q: 3 clusters Score -535519.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -535549.750000 Penalty: 4274.948242
	Iteration 22Q: 3 clusters Score -535549.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -535579.562500 Penalty: 4274.948242
	Iteration 23Q: 3 clusters Score -535579.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -535619.437500 Penalty: 4274.948242
	Iteration 24Q: 3 clusters Score -535619.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -535649.312500 Penalty: 4274.948242
	Iteration 25Q: 3 clusters Score -535649.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -535677.625000 Penalty: 4274.948242
	Iteration 26Q: 3 clusters Score -535677.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -535703.687500 Penalty: 4274.948242
	Iteration 27Q: 3 clusters Score -535703.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -535729.250000 Penalty: 4274.948242
	Iteration 28Q: 3 clusters Score -535729.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -535749.937500 Penalty: 4274.948242
	Iteration 29Q: 3 clusters Score -535749.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -535770.875000 Penalty: 4274.948242
	Iteration 30Q: 3 clusters Score -535770.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -535785.750000 Penalty: 4274.948242
	Iteration 31Q: 3 clusters Score -535785.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -535801.187500 Penalty: 4274.948242
	Iteration 32Q: 3 clusters Score -535801.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -535813.437500 Penalty: 4274.948242
	Iteration 33Q: 3 clusters Score -535813.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -535825.187500 Penalty: 4274.948242
	Iteration 34Q: 3 clusters Score -535825.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -535839.625000 Penalty: 4274.948242
	Iteration 35Q: 3 clusters Score -535839.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -535854.625000 Penalty: 4274.948242
	Iteration 36Q: 3 clusters Score -535854.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -535869.625000 Penalty: 4274.948242
	Iteration 37Q: 3 clusters Score -535869.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -535881.187500 Penalty: 4274.948242
	Iteration 38Q: 3 clusters Score -535881.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -535888.500000 Penalty: 4274.948242
	Iteration 39Q: 3 clusters Score -535888.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -535890.875000 Penalty: 4274.948242
	Iteration 40F: 3 clusters Score -535890.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -535895.187500 Penalty: 4274.948242
	Iteration 41Q: 3 clusters Score -535895.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -535900.000000 Penalty: 4274.948242
	Iteration 42Q: 3 clusters Score -535900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -535904.000000 Penalty: 4274.948242
	Iteration 43Q: 3 clusters Score -535904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -535908.062500 Penalty: 4274.948242
	Iteration 44Q: 3 clusters Score -535908.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -535913.187500 Penalty: 4274.948242
	Iteration 45Q: 3 clusters Score -535913.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -535920.750000 Penalty: 4274.948242
	Iteration 46Q: 3 clusters Score -535920.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -535927.562500 Penalty: 4274.948242
	Iteration 47Q: 3 clusters Score -535927.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -535932.312500 Penalty: 4274.948242
	Iteration 48Q: 3 clusters Score -535932.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -535939.937500 Penalty: 4274.948242
	Iteration 49Q: 3 clusters Score -535939.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -535949.187500 Penalty: 4274.948242
	Iteration 50Q: 3 clusters Score -535949.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -535955.812500 Penalty: 4274.948242
	Iteration 51Q: 3 clusters Score -535955.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -535961.125000 Penalty: 4274.948242
	Iteration 52Q: 3 clusters Score -535961.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -535964.937500 Penalty: 4274.948242
	Iteration 53Q: 3 clusters Score -535964.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -535969.000000 Penalty: 4274.948242
	Iteration 54Q: 3 clusters Score -535969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -535971.500000 Penalty: 4274.948242
	Iteration 55Q: 3 clusters Score -535971.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -535971.875000 Penalty: 4274.948242
	Iteration 56Q: 3 clusters Score -535971.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -535973.187500 Penalty: 4274.948242
	Iteration 57Q: 3 clusters Score -535973.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -535974.812500 Penalty: 4274.948242
	Iteration 58Q: 3 clusters Score -535974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -535974.500000 Penalty: 4274.948242
	Iteration 59Q: 3 clusters Score -535974.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -535975.812500 Penalty: 4274.948242
	Iteration 60F: 3 clusters Score -535975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -535976.375000 Penalty: 4274.948242
	Iteration 61Q: 3 clusters Score -535976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -535977.125000 Penalty: 4274.948242
	Iteration 62Q: 3 clusters Score -535977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -535977.625000 Penalty: 4274.948242
	Iteration 63Q: 3 clusters Score -535977.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -535977.625000 Penalty: 4274.948242
	Iteration 64F: 3 clusters Score -535977.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (78137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Entering Unmasked Estep 
Score: -7921314.000000 Penalty: 2794.022461
	Iteration 0F: 2 clusters Score -7921314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -7868873.500000 Penalty: 5588.044922
	Iteration 0F: 3 clusters Score -7868874 nChanged 36840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -7889997.000000 Penalty: 5588.044922
	Iteration 1F: 3 clusters Score -7889997 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -7891114.500000 Penalty: 5588.044922
	Iteration 2Q: 3 clusters Score -7891114 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -7892888.000000 Penalty: 5588.044922
	Iteration 3F: 3 clusters Score -7892888 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -7895413.000000 Penalty: 5588.044922
	Iteration 4F: 3 clusters Score -7895413 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -7899143.000000 Penalty: 5588.044922
	Iteration 5F: 3 clusters Score -7899143 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -7904030.500000 Penalty: 5588.044922
	Iteration 6F: 3 clusters Score -7904030 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -7909526.500000 Penalty: 5588.044922
	Iteration 7F: 3 clusters Score -7909526 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -7914283.500000 Penalty: 5588.044922
	Iteration 8F: 3 clusters Score -7914284 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 75937 members 
Entering Unmasked Estep 
Score: -7916894.000000 Penalty: 5588.044922
	Iteration 9Q: 3 clusters Score -7916894 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -7918028.500000 Penalty: 5588.044922
	Iteration 10Q: 3 clusters Score -7918028 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 77601 members 
Entering Unmasked Estep 
Score: -7918489.500000 Penalty: 5588.044922
	Iteration 11Q: 3 clusters Score -7918490 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -7918650.500000 Penalty: 5588.044922
	Iteration 12Q: 3 clusters Score -7918650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -7918711.000000 Penalty: 5588.044922
	Iteration 13Q: 3 clusters Score -7918711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -7918738.000000 Penalty: 5588.044922
	Iteration 14Q: 3 clusters Score -7918738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -7918756.500000 Penalty: 5588.044922
	Iteration 15Q: 3 clusters Score -7918756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 77829 members 
Entering Unmasked Estep 
Score: -7918775.000000 Penalty: 5588.044922
	Iteration 16Q: 3 clusters Score -7918775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -7918779.000000 Penalty: 5588.044922
	Iteration 17Q: 3 clusters Score -7918779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -7918784.000000 Penalty: 5588.044922
	Iteration 18Q: 3 clusters Score -7918784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 77837 members 
Entering Unmasked Estep 
Score: -7918787.000000 Penalty: 5588.044922
	Iteration 19Q: 3 clusters Score -7918787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 77838 members 
Entering Unmasked Estep 
Score: -7918786.000000 Penalty: 5588.044922
	Iteration 20F: 3 clusters Score -7918786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 77842 members 
Entering Unmasked Estep 
Score: -7918799.500000 Penalty: 5588.044922
	Iteration 21Q: 3 clusters Score -7918800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -7918805.000000 Penalty: 5588.044922
	Iteration 22Q: 3 clusters Score -7918805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -7918798.000000 Penalty: 5588.044922
	Iteration 23Q: 3 clusters Score -7918798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -7918807.000000 Penalty: 5588.044922
	Iteration 24Q: 3 clusters Score -7918807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -7918808.000000 Penalty: 5588.044922
	Iteration 25Q: 3 clusters Score -7918808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -7918808.000000 Penalty: 5588.044922
	Iteration 26F: 3 clusters Score -7918808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (235320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235320 members 
Entering Unmasked Estep 
Score: -23671944.000000 Penalty: 3067.437988
	Iteration 0F: 2 clusters Score -2.367194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117601 members 
Mstep: Class 2 contains 117719 members 
Entering Unmasked Estep 
Score: -23518242.000000 Penalty: 6134.875977
	Iteration 0F: 3 clusters Score -2.351824e+07 nChanged 113119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115970 members 
Mstep: Class 2 contains 119350 members 
Entering Unmasked Estep 
Score: -23583978.000000 Penalty: 6134.875977
	Iteration 1F: 3 clusters Score -2.358398e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114857 members 
Mstep: Class 2 contains 120463 members 
Entering Unmasked Estep 
Score: -23584908.000000 Penalty: 6134.875977
	Iteration 2Q: 3 clusters Score -2.358491e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112900 members 
Mstep: Class 2 contains 122420 members 
Entering Unmasked Estep 
Score: -23586248.000000 Penalty: 6134.875977
	Iteration 3Q: 3 clusters Score -2.358625e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109874 members 
Mstep: Class 2 contains 125446 members 
Entering Unmasked Estep 
Score: -23587936.000000 Penalty: 6134.875977
	Iteration 4Q: 3 clusters Score -2.358794e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105085 members 
Mstep: Class 2 contains 130235 members 
Entering Unmasked Estep 
Score: -23590542.000000 Penalty: 6134.875977
	Iteration 5Q: 3 clusters Score -2.359054e+07 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97575 members 
Mstep: Class 2 contains 137745 members 
Entering Unmasked Estep 
Score: -23594596.000000 Penalty: 6134.875977
	Iteration 6Q: 3 clusters Score -2.35946e+07 nChanged 13382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86517 members 
Mstep: Class 2 contains 148803 members 
Entering Unmasked Estep 
Score: -23601210.000000 Penalty: 6134.875977
	Iteration 7F: 3 clusters Score -2.360121e+07 nChanged 16314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Mstep: Class 2 contains 163729 members 
Entering Unmasked Estep 
Score: -23611628.000000 Penalty: 6134.875977
	Iteration 8F: 3 clusters Score -2.361163e+07 nChanged 18546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 181675 members 
Entering Unmasked Estep 
Score: -23625446.000000 Penalty: 6134.875977
	Iteration 9F: 3 clusters Score -2.362545e+07 nChanged 17926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 199445 members 
Entering Unmasked Estep 
Score: -23639896.000000 Penalty: 6134.875977
	Iteration 10F: 3 clusters Score -2.36399e+07 nChanged 14413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 213826 members 
Entering Unmasked Estep 
Score: -23652068.000000 Penalty: 6134.875977
	Iteration 11F: 3 clusters Score -2.365207e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 223381 members 
Entering Unmasked Estep 
Score: -23660796.000000 Penalty: 6134.875977
	Iteration 12Q: 3 clusters Score -2.36608e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 228548 members 
Entering Unmasked Estep 
Score: -23665460.000000 Penalty: 6134.875977
	Iteration 13Q: 3 clusters Score -2.366546e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 230980 members 
Entering Unmasked Estep 
Score: -23667680.000000 Penalty: 6134.875977
	Iteration 14Q: 3 clusters Score -2.366768e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 232040 members 
Entering Unmasked Estep 
Score: -23668760.000000 Penalty: 6134.875977
	Iteration 15Q: 3 clusters Score -2.366876e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 232549 members 
Entering Unmasked Estep 
Score: -23669222.000000 Penalty: 6134.875977
	Iteration 16Q: 3 clusters Score -2.366922e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 232834 members 
Entering Unmasked Estep 
Score: -23669498.000000 Penalty: 6134.875977
	Iteration 17Q: 3 clusters Score -2.36695e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 233057 members 
Entering Unmasked Estep 
Score: -23669588.000000 Penalty: 6134.875977
	Iteration 18Q: 3 clusters Score -2.366959e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 233204 members 
Entering Unmasked Estep 
Score: -23669648.000000 Penalty: 6134.875977
	Iteration 19Q: 3 clusters Score -2.366965e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 233298 members 
Entering Unmasked Estep 
Score: -23669692.000000 Penalty: 6134.875977
	Iteration 20F: 3 clusters Score -2.366969e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 233364 members 
Entering Unmasked Estep 
Score: -23669744.000000 Penalty: 6134.875977
	Iteration 21Q: 3 clusters Score -2.366974e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 233405 members 
Entering Unmasked Estep 
Score: -23669756.000000 Penalty: 6134.875977
	Iteration 22Q: 3 clusters Score -2.366976e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 233441 members 
Entering Unmasked Estep 
Score: -23669766.000000 Penalty: 6134.875977
	Iteration 23Q: 3 clusters Score -2.366977e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 233469 members 
Entering Unmasked Estep 
Score: -23669810.000000 Penalty: 6134.875977
	Iteration 24Q: 3 clusters Score -2.366981e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 233484 members 
Entering Unmasked Estep 
Score: -23669800.000000 Penalty: 6134.875977
	Iteration 25Q: 3 clusters Score -2.36698e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 233502 members 
Entering Unmasked Estep 
Score: -23669816.000000 Penalty: 6134.875977
	Iteration 26Q: 3 clusters Score -2.366982e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 233517 members 
Entering Unmasked Estep 
Score: -23669798.000000 Penalty: 6134.875977
	Iteration 27Q: 3 clusters Score -2.36698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 233532 members 
Entering Unmasked Estep 
Score: -23669818.000000 Penalty: 6134.875977
	Iteration 28Q: 3 clusters Score -2.366982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 233545 members 
Entering Unmasked Estep 
Score: -23669830.000000 Penalty: 6134.875977
	Iteration 29Q: 3 clusters Score -2.366983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 233558 members 
Entering Unmasked Estep 
Score: -23669820.000000 Penalty: 6134.875977
	Iteration 30Q: 3 clusters Score -2.366982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 233564 members 
Entering Unmasked Estep 
Score: -23669832.000000 Penalty: 6134.875977
	Iteration 31Q: 3 clusters Score -2.366983e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 233576 members 
Entering Unmasked Estep 
Score: -23669834.000000 Penalty: 6134.875977
	Iteration 32Q: 3 clusters Score -2.366983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 233589 members 
Entering Unmasked Estep 
Score: -23669822.000000 Penalty: 6134.875977
	Iteration 33Q: 3 clusters Score -2.366982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 233597 members 
Entering Unmasked Estep 
Score: -23669834.000000 Penalty: 6134.875977
	Iteration 34Q: 3 clusters Score -2.366983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 233602 members 
Entering Unmasked Estep 
Score: -23669842.000000 Penalty: 6134.875977
	Iteration 35Q: 3 clusters Score -2.366984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 233607 members 
Entering Unmasked Estep 
Score: -23669866.000000 Penalty: 6134.875977
	Iteration 36Q: 3 clusters Score -2.366987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 233610 members 
Entering Unmasked Estep 
Score: -23669868.000000 Penalty: 6134.875977
	Iteration 37Q: 3 clusters Score -2.366987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 233614 members 
Entering Unmasked Estep 
Score: -23669878.000000 Penalty: 6134.875977
	Iteration 38Q: 3 clusters Score -2.366988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 233617 members 
Entering Unmasked Estep 
Score: -23669878.000000 Penalty: 6134.875977
	Iteration 39Q: 3 clusters Score -2.366988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 233619 members 
Entering Unmasked Estep 
Score: -23669880.000000 Penalty: 6134.875977
	Iteration 40F: 3 clusters Score -2.366988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 233620 members 
Entering Unmasked Estep 
Score: -23669874.000000 Penalty: 6134.875977
	Iteration 41Q: 3 clusters Score -2.366987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 233623 members 
Entering Unmasked Estep 
Score: -23669878.000000 Penalty: 6134.875977
	Iteration 42Q: 3 clusters Score -2.366988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 233624 members 
Entering Unmasked Estep 
Score: -23669874.000000 Penalty: 6134.875977
	Iteration 43Q: 3 clusters Score -2.366987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 233627 members 
Entering Unmasked Estep 
Score: -23669878.000000 Penalty: 6134.875977
	Iteration 44Q: 3 clusters Score -2.366988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 233629 members 
Entering Unmasked Estep 
Score: -23669866.000000 Penalty: 6134.875977
	Iteration 45Q: 3 clusters Score -2.366987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 233633 members 
Entering Unmasked Estep 
Score: -23669882.000000 Penalty: 6134.875977
	Iteration 46Q: 3 clusters Score -2.366988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 233635 members 
Entering Unmasked Estep 
Score: -23669872.000000 Penalty: 6134.875977
	Iteration 47Q: 3 clusters Score -2.366987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 233635 members 
Entering Unmasked Estep 
Score: -23669864.000000 Penalty: 6134.875977
	Iteration 48Q: 3 clusters Score -2.366986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 233635 members 
Entering Unmasked Estep 
Score: -23669864.000000 Penalty: 6134.875977
	Iteration 49F: 3 clusters Score -2.366986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Entering Unmasked Estep 
Score: -2199292.000000 Penalty: 2483.793701
	Iteration 0F: 2 clusters Score -2199292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2183737.250000 Penalty: 4967.587402
	Iteration 0F: 3 clusters Score -2183737 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2188904.500000 Penalty: 4967.587402
	Iteration 1F: 3 clusters Score -2188904 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2189356.000000 Penalty: 4967.587402
	Iteration 2F: 3 clusters Score -2189356 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2189808.000000 Penalty: 4967.587402
	Iteration 3Q: 3 clusters Score -2189808 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2190273.250000 Penalty: 4967.587402
	Iteration 4Q: 3 clusters Score -2190273 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2190741.500000 Penalty: 4967.587402
	Iteration 5Q: 3 clusters Score -2190742 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2191279.250000 Penalty: 4967.587402
	Iteration 6Q: 3 clusters Score -2191279 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2191868.750000 Penalty: 4967.587402
	Iteration 7F: 3 clusters Score -2191869 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2192554.750000 Penalty: 4967.587402
	Iteration 8F: 3 clusters Score -2192555 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2193305.750000 Penalty: 4967.587402
	Iteration 9F: 3 clusters Score -2193306 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2194103.750000 Penalty: 4967.587402
	Iteration 10Q: 3 clusters Score -2194104 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2194846.250000 Penalty: 4967.587402
	Iteration 11Q: 3 clusters Score -2194846 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2195510.500000 Penalty: 4967.587402
	Iteration 12Q: 3 clusters Score -2195510 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2196028.750000 Penalty: 4967.587402
	Iteration 13Q: 3 clusters Score -2196029 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2196377.000000 Penalty: 4967.587402
	Iteration 14Q: 3 clusters Score -2196377 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2196642.500000 Penalty: 4967.587402
	Iteration 15Q: 3 clusters Score -2196642 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2196799.750000 Penalty: 4967.587402
	Iteration 16Q: 3 clusters Score -2196800 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2196926.500000 Penalty: 4967.587402
	Iteration 17Q: 3 clusters Score -2196926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2196999.000000 Penalty: 4967.587402
	Iteration 18Q: 3 clusters Score -2196999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2197053.000000 Penalty: 4967.587402
	Iteration 19Q: 3 clusters Score -2197053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2197083.250000 Penalty: 4967.587402
	Iteration 20F: 3 clusters Score -2197083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2197104.750000 Penalty: 4967.587402
	Iteration 21Q: 3 clusters Score -2197105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2197119.750000 Penalty: 4967.587402
	Iteration 22Q: 3 clusters Score -2197120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2197134.500000 Penalty: 4967.587402
	Iteration 23Q: 3 clusters Score -2197134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2197145.000000 Penalty: 4967.587402
	Iteration 24Q: 3 clusters Score -2197145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2197156.500000 Penalty: 4967.587402
	Iteration 25Q: 3 clusters Score -2197156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2197159.250000 Penalty: 4967.587402
	Iteration 26Q: 3 clusters Score -2197159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2197166.000000 Penalty: 4967.587402
	Iteration 27Q: 3 clusters Score -2197166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2197172.250000 Penalty: 4967.587402
	Iteration 28Q: 3 clusters Score -2197172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2197176.000000 Penalty: 4967.587402
	Iteration 29Q: 3 clusters Score -2197176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2197176.000000 Penalty: 4967.587402
	Iteration 30F: 3 clusters Score -2197176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (182220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182220 members 
Entering Unmasked Estep 
Score: -18329156.000000 Penalty: 3004.016602
	Iteration 0F: 2 clusters Score -1.832916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90930 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -18207456.000000 Penalty: 6008.033203
	Iteration 0F: 3 clusters Score -1.820746e+07 nChanged 87557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 95117 members 
Entering Unmasked Estep 
Score: -18259062.000000 Penalty: 6008.033203
	Iteration 1F: 3 clusters Score -1.825906e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84704 members 
Mstep: Class 2 contains 97516 members 
Entering Unmasked Estep 
Score: -18260016.000000 Penalty: 6008.033203
	Iteration 2Q: 3 clusters Score -1.826002e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 101007 members 
Entering Unmasked Estep 
Score: -18261364.000000 Penalty: 6008.033203
	Iteration 3Q: 3 clusters Score -1.826136e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 106372 members 
Entering Unmasked Estep 
Score: -18263340.000000 Penalty: 6008.033203
	Iteration 4Q: 3 clusters Score -1.826334e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 114314 members 
Entering Unmasked Estep 
Score: -18267116.000000 Penalty: 6008.033203
	Iteration 5Q: 3 clusters Score -1.826712e+07 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 125808 members 
Entering Unmasked Estep 
Score: -18274206.000000 Penalty: 6008.033203
	Iteration 6F: 3 clusters Score -1.827421e+07 nChanged 14936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 140704 members 
Entering Unmasked Estep 
Score: -18286064.000000 Penalty: 6008.033203
	Iteration 7F: 3 clusters Score -1.828606e+07 nChanged 16434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 157134 members 
Entering Unmasked Estep 
Score: -18301726.000000 Penalty: 6008.033203
	Iteration 8F: 3 clusters Score -1.830173e+07 nChanged 13699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 170833 members 
Entering Unmasked Estep 
Score: -18315462.000000 Penalty: 6008.033203
	Iteration 9F: 3 clusters Score -1.831546e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 178325 members 
Entering Unmasked Estep 
Score: -18322820.000000 Penalty: 6008.033203
	Iteration 10Q: 3 clusters Score -1.832282e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 181081 members 
Entering Unmasked Estep 
Score: -18325412.000000 Penalty: 6008.033203
	Iteration 11Q: 3 clusters Score -1.832541e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 181763 members 
Entering Unmasked Estep 
Score: -18326096.000000 Penalty: 6008.033203
	Iteration 12Q: 3 clusters Score -1.83261e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 181923 members 
Entering Unmasked Estep 
Score: -18326328.000000 Penalty: 6008.033203
	Iteration 13Q: 3 clusters Score -1.832633e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 181967 members 
Entering Unmasked Estep 
Score: -18326422.000000 Penalty: 6008.033203
	Iteration 14Q: 3 clusters Score -1.832642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 181987 members 
Entering Unmasked Estep 
Score: -18326450.000000 Penalty: 6008.033203
	Iteration 15Q: 3 clusters Score -1.832645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 181999 members 
Entering Unmasked Estep 
Score: -18326466.000000 Penalty: 6008.033203
	Iteration 16Q: 3 clusters Score -1.832647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 182005 members 
Entering Unmasked Estep 
Score: -18326500.000000 Penalty: 6008.033203
	Iteration 17Q: 3 clusters Score -1.83265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 182006 members 
Entering Unmasked Estep 
Score: -18326498.000000 Penalty: 6008.033203
	Iteration 18Q: 3 clusters Score -1.83265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 182009 members 
Entering Unmasked Estep 
Score: -18326524.000000 Penalty: 6008.033203
	Iteration 19Q: 3 clusters Score -1.832652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 182011 members 
Entering Unmasked Estep 
Score: -18326538.000000 Penalty: 6008.033203
	Iteration 20F: 3 clusters Score -1.832654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 182011 members 
Entering Unmasked Estep 
Score: -18326536.000000 Penalty: 6008.033203
	Iteration 21Q: 3 clusters Score -1.832654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 182011 members 
Entering Unmasked Estep 
Score: -18326536.000000 Penalty: 6008.033203
	Iteration 22F: 3 clusters Score -1.832654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Entering Unmasked Estep 
Score: -2009712.750000 Penalty: 2461.255371
	Iteration 0F: 2 clusters Score -2009713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1995264.250000 Penalty: 4922.510742
	Iteration 0F: 3 clusters Score -1995264 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2000065.750000 Penalty: 4922.510742
	Iteration 1F: 3 clusters Score -2000066 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2000396.875000 Penalty: 4922.510742
	Iteration 2F: 3 clusters Score -2000397 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2000657.250000 Penalty: 4922.510742
	Iteration 3Q: 3 clusters Score -2000657 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2000870.000000 Penalty: 4922.510742
	Iteration 4Q: 3 clusters Score -2000870 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2001020.625000 Penalty: 4922.510742
	Iteration 5Q: 3 clusters Score -2001021 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2001141.750000 Penalty: 4922.510742
	Iteration 6Q: 3 clusters Score -2001142 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2001262.750000 Penalty: 4922.510742
	Iteration 7Q: 3 clusters Score -2001263 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2001391.875000 Penalty: 4922.510742
	Iteration 8Q: 3 clusters Score -2001392 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2001540.625000 Penalty: 4922.510742
	Iteration 9Q: 3 clusters Score -2001541 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2001717.875000 Penalty: 4922.510742
	Iteration 10Q: 3 clusters Score -2001718 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2001963.250000 Penalty: 4922.510742
	Iteration 11Q: 3 clusters Score -2001963 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2002308.750000 Penalty: 4922.510742
	Iteration 12Q: 3 clusters Score -2002309 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2002796.875000 Penalty: 4922.510742
	Iteration 13Q: 3 clusters Score -2002797 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2003466.250000 Penalty: 4922.510742
	Iteration 14F: 3 clusters Score -2003466 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2004314.250000 Penalty: 4922.510742
	Iteration 15F: 3 clusters Score -2004314 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2005230.250000 Penalty: 4922.510742
	Iteration 16F: 3 clusters Score -2005230 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2006057.125000 Penalty: 4922.510742
	Iteration 17Q: 3 clusters Score -2006057 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2006615.625000 Penalty: 4922.510742
	Iteration 18Q: 3 clusters Score -2006616 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2006969.375000 Penalty: 4922.510742
	Iteration 19Q: 3 clusters Score -2006969 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2007193.750000 Penalty: 4922.510742
	Iteration 20F: 3 clusters Score -2007194 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2007315.750000 Penalty: 4922.510742
	Iteration 21Q: 3 clusters Score -2007316 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2007390.000000 Penalty: 4922.510742
	Iteration 22Q: 3 clusters Score -2007390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2007437.125000 Penalty: 4922.510742
	Iteration 23Q: 3 clusters Score -2007437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2007482.500000 Penalty: 4922.510742
	Iteration 24Q: 3 clusters Score -2007482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2007508.750000 Penalty: 4922.510742
	Iteration 25Q: 3 clusters Score -2007509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2007534.375000 Penalty: 4922.510742
	Iteration 26Q: 3 clusters Score -2007534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2007545.500000 Penalty: 4922.510742
	Iteration 27Q: 3 clusters Score -2007546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2007554.125000 Penalty: 4922.510742
	Iteration 28Q: 3 clusters Score -2007554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2007574.000000 Penalty: 4922.510742
	Iteration 29Q: 3 clusters Score -2007574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2007583.625000 Penalty: 4922.510742
	Iteration 30Q: 3 clusters Score -2007584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2007587.750000 Penalty: 4922.510742
	Iteration 31Q: 3 clusters Score -2007588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2007589.750000 Penalty: 4922.510742
	Iteration 32Q: 3 clusters Score -2007590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2007592.000000 Penalty: 4922.510742
	Iteration 33Q: 3 clusters Score -2007592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2007592.000000 Penalty: 4922.510742
	Iteration 34F: 3 clusters Score -2007592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Entering Unmasked Estep 
Score: -4404510.500000 Penalty: 2647.373047
	Iteration 0F: 2 clusters Score -4404510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -4375193.000000 Penalty: 5294.746094
	Iteration 0F: 3 clusters Score -4375193 nChanged 19966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -4386075.500000 Penalty: 5294.746094
	Iteration 1F: 3 clusters Score -4386076 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -4386568.000000 Penalty: 5294.746094
	Iteration 2Q: 3 clusters Score -4386568 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -4387022.500000 Penalty: 5294.746094
	Iteration 3Q: 3 clusters Score -4387022 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -4387477.500000 Penalty: 5294.746094
	Iteration 4Q: 3 clusters Score -4387478 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -4388051.500000 Penalty: 5294.746094
	Iteration 5Q: 3 clusters Score -4388052 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -4388678.500000 Penalty: 5294.746094
	Iteration 6Q: 3 clusters Score -4388678 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -4389566.000000 Penalty: 5294.746094
	Iteration 7Q: 3 clusters Score -4389566 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -4390766.500000 Penalty: 5294.746094
	Iteration 8F: 3 clusters Score -4390766 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4392562.000000 Penalty: 5294.746094
	Iteration 9F: 3 clusters Score -4392562 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -4394837.000000 Penalty: 5294.746094
	Iteration 10F: 3 clusters Score -4394837 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -4397231.500000 Penalty: 5294.746094
	Iteration 11F: 3 clusters Score -4397232 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -4399143.000000 Penalty: 5294.746094
	Iteration 12Q: 3 clusters Score -4399143 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -4400456.500000 Penalty: 5294.746094
	Iteration 13Q: 3 clusters Score -4400456 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -4401192.500000 Penalty: 5294.746094
	Iteration 14Q: 3 clusters Score -4401192 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -4401564.000000 Penalty: 5294.746094
	Iteration 15Q: 3 clusters Score -4401564 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -4401820.500000 Penalty: 5294.746094
	Iteration 16Q: 3 clusters Score -4401820 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -4401942.500000 Penalty: 5294.746094
	Iteration 17Q: 3 clusters Score -4401942 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -4402039.500000 Penalty: 5294.746094
	Iteration 18Q: 3 clusters Score -4402040 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -4402093.000000 Penalty: 5294.746094
	Iteration 19Q: 3 clusters Score -4402093 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -4402142.000000 Penalty: 5294.746094
	Iteration 20F: 3 clusters Score -4402142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -4402169.500000 Penalty: 5294.746094
	Iteration 21Q: 3 clusters Score -4402170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -4402192.000000 Penalty: 5294.746094
	Iteration 22Q: 3 clusters Score -4402192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -4402213.500000 Penalty: 5294.746094
	Iteration 23Q: 3 clusters Score -4402214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -4402229.500000 Penalty: 5294.746094
	Iteration 24Q: 3 clusters Score -4402230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -4402240.500000 Penalty: 5294.746094
	Iteration 25Q: 3 clusters Score -4402240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -4402259.000000 Penalty: 5294.746094
	Iteration 26Q: 3 clusters Score -4402259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -4402272.500000 Penalty: 5294.746094
	Iteration 27Q: 3 clusters Score -4402272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -4402279.000000 Penalty: 5294.746094
	Iteration 28Q: 3 clusters Score -4402279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -4402283.500000 Penalty: 5294.746094
	Iteration 29Q: 3 clusters Score -4402284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -4402294.500000 Penalty: 5294.746094
	Iteration 30Q: 3 clusters Score -4402294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -4402295.000000 Penalty: 5294.746094
	Iteration 31Q: 3 clusters Score -4402295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -4402294.000000 Penalty: 5294.746094
	Iteration 32Q: 3 clusters Score -4402294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -4402298.000000 Penalty: 5294.746094
	Iteration 33Q: 3 clusters Score -4402298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -4402297.000000 Penalty: 5294.746094
	Iteration 34Q: 3 clusters Score -4402297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -4402295.500000 Penalty: 5294.746094
	Iteration 35Q: 3 clusters Score -4402296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -4402296.000000 Penalty: 5294.746094
	Iteration 36Q: 3 clusters Score -4402296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -4402302.000000 Penalty: 5294.746094
	Iteration 37Q: 3 clusters Score -4402302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -4402302.000000 Penalty: 5294.746094
	Iteration 38Q: 3 clusters Score -4402302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -4402305.500000 Penalty: 5294.746094
	Iteration 39Q: 3 clusters Score -4402306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -4402309.000000 Penalty: 5294.746094
	Iteration 40F: 3 clusters Score -4402309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -4402302.500000 Penalty: 5294.746094
	Iteration 41Q: 3 clusters Score -4402302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -4402310.500000 Penalty: 5294.746094
	Iteration 42Q: 3 clusters Score -4402310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -4402321.000000 Penalty: 5294.746094
	Iteration 43Q: 3 clusters Score -4402321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -4402319.500000 Penalty: 5294.746094
	Iteration 44Q: 3 clusters Score -4402320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -4402320.000000 Penalty: 5294.746094
	Iteration 45Q: 3 clusters Score -4402320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -4402323.500000 Penalty: 5294.746094
	Iteration 46Q: 3 clusters Score -4402324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -4402321.000000 Penalty: 5294.746094
	Iteration 47Q: 3 clusters Score -4402321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -4402328.500000 Penalty: 5294.746094
	Iteration 48Q: 3 clusters Score -4402328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -4402327.500000 Penalty: 5294.746094
	Iteration 49Q: 3 clusters Score -4402328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -4402332.000000 Penalty: 5294.746094
	Iteration 50Q: 3 clusters Score -4402332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -4402332.000000 Penalty: 5294.746094
	Iteration 51F: 3 clusters Score -4402332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Entering Unmasked Estep 
Score: -3389399.000000 Penalty: 2609.026123
	Iteration 0F: 2 clusters Score -3389399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3364228.750000 Penalty: 5218.052246
	Iteration 0F: 3 clusters Score -3364229 nChanged 16878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3373728.250000 Penalty: 5218.052246
	Iteration 1F: 3 clusters Score -3373728 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3374412.750000 Penalty: 5218.052246
	Iteration 2Q: 3 clusters Score -3374413 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3375255.500000 Penalty: 5218.052246
	Iteration 3Q: 3 clusters Score -3375256 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3376363.750000 Penalty: 5218.052246
	Iteration 4F: 3 clusters Score -3376364 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3377988.750000 Penalty: 5218.052246
	Iteration 5F: 3 clusters Score -3377989 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -3380029.750000 Penalty: 5218.052246
	Iteration 6F: 3 clusters Score -3380030 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -3382300.250000 Penalty: 5218.052246
	Iteration 7F: 3 clusters Score -3382300 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -3384244.250000 Penalty: 5218.052246
	Iteration 8F: 3 clusters Score -3384244 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -3385644.500000 Penalty: 5218.052246
	Iteration 9Q: 3 clusters Score -3385644 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -3386479.500000 Penalty: 5218.052246
	Iteration 10Q: 3 clusters Score -3386480 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -3386876.250000 Penalty: 5218.052246
	Iteration 11Q: 3 clusters Score -3386876 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -3387104.500000 Penalty: 5218.052246
	Iteration 12Q: 3 clusters Score -3387104 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -3387252.000000 Penalty: 5218.052246
	Iteration 13Q: 3 clusters Score -3387252 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -3387338.250000 Penalty: 5218.052246
	Iteration 14Q: 3 clusters Score -3387338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -3387408.500000 Penalty: 5218.052246
	Iteration 15Q: 3 clusters Score -3387408 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -3387471.500000 Penalty: 5218.052246
	Iteration 16Q: 3 clusters Score -3387472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -3387527.500000 Penalty: 5218.052246
	Iteration 17Q: 3 clusters Score -3387528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -3387562.500000 Penalty: 5218.052246
	Iteration 18Q: 3 clusters Score -3387562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -3387590.500000 Penalty: 5218.052246
	Iteration 19Q: 3 clusters Score -3387590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -3387607.000000 Penalty: 5218.052246
	Iteration 20F: 3 clusters Score -3387607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -3387621.000000 Penalty: 5218.052246
	Iteration 21Q: 3 clusters Score -3387621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -3387629.250000 Penalty: 5218.052246
	Iteration 22Q: 3 clusters Score -3387629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -3387635.250000 Penalty: 5218.052246
	Iteration 23Q: 3 clusters Score -3387635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -3387646.250000 Penalty: 5218.052246
	Iteration 24Q: 3 clusters Score -3387646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -3387649.500000 Penalty: 5218.052246
	Iteration 25Q: 3 clusters Score -3387650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -3387651.750000 Penalty: 5218.052246
	Iteration 26Q: 3 clusters Score -3387652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -3387652.250000 Penalty: 5218.052246
	Iteration 27Q: 3 clusters Score -3387652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -3387652.250000 Penalty: 5218.052246
	Iteration 28Q: 3 clusters Score -3387652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -3387652.250000 Penalty: 5218.052246
	Iteration 29F: 3 clusters Score -3387652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Entering Unmasked Estep 
Score: -1040699.875000 Penalty: 2303.480225
	Iteration 0F: 2 clusters Score -1040700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1032538.750000 Penalty: 4606.960449
	Iteration 0F: 3 clusters Score -1032539 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1035143.687500 Penalty: 4606.960449
	Iteration 1F: 3 clusters Score -1035144 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1035539.875000 Penalty: 4606.960449
	Iteration 2F: 3 clusters Score -1035540 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1035854.687500 Penalty: 4606.960449
	Iteration 3F: 3 clusters Score -1035855 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1036127.375000 Penalty: 4606.960449
	Iteration 4Q: 3 clusters Score -1036127 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1036366.625000 Penalty: 4606.960449
	Iteration 5Q: 3 clusters Score -1036367 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1036578.937500 Penalty: 4606.960449
	Iteration 6Q: 3 clusters Score -1036579 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1036791.750000 Penalty: 4606.960449
	Iteration 7Q: 3 clusters Score -1036792 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1037000.062500 Penalty: 4606.960449
	Iteration 8Q: 3 clusters Score -1037000 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1037232.875000 Penalty: 4606.960449
	Iteration 9Q: 3 clusters Score -1037233 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1037480.062500 Penalty: 4606.960449
	Iteration 10Q: 3 clusters Score -1037480 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1037718.187500 Penalty: 4606.960449
	Iteration 11Q: 3 clusters Score -1037718 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1037883.437500 Penalty: 4606.960449
	Iteration 12Q: 3 clusters Score -1037883 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1038043.125000 Penalty: 4606.960449
	Iteration 13Q: 3 clusters Score -1038043 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1038175.125000 Penalty: 4606.960449
	Iteration 14Q: 3 clusters Score -1038175 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1038270.187500 Penalty: 4606.960449
	Iteration 15Q: 3 clusters Score -1038270 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1038342.250000 Penalty: 4606.960449
	Iteration 16Q: 3 clusters Score -1038342 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1038398.375000 Penalty: 4606.960449
	Iteration 17Q: 3 clusters Score -1038398 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1038430.687500 Penalty: 4606.960449
	Iteration 18Q: 3 clusters Score -1038431 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1038456.187500 Penalty: 4606.960449
	Iteration 19Q: 3 clusters Score -1038456 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1038479.062500 Penalty: 4606.960449
	Iteration 20F: 3 clusters Score -1038479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1038500.437500 Penalty: 4606.960449
	Iteration 21Q: 3 clusters Score -1038500 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1038526.250000 Penalty: 4606.960449
	Iteration 22Q: 3 clusters Score -1038526 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1038548.437500 Penalty: 4606.960449
	Iteration 23Q: 3 clusters Score -1038548 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1038578.375000 Penalty: 4606.960449
	Iteration 24Q: 3 clusters Score -1038578 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1038612.500000 Penalty: 4606.960449
	Iteration 25Q: 3 clusters Score -1038612 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1038652.562500 Penalty: 4606.960449
	Iteration 26Q: 3 clusters Score -1038653 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1038688.250000 Penalty: 4606.960449
	Iteration 27Q: 3 clusters Score -1038688 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1038722.937500 Penalty: 4606.960449
	Iteration 28Q: 3 clusters Score -1038723 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1038772.875000 Penalty: 4606.960449
	Iteration 29Q: 3 clusters Score -1038773 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1038834.312500 Penalty: 4606.960449
	Iteration 30Q: 3 clusters Score -1038834 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1038889.812500 Penalty: 4606.960449
	Iteration 31Q: 3 clusters Score -1038890 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1038949.062500 Penalty: 4606.960449
	Iteration 32Q: 3 clusters Score -1038949 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1039005.250000 Penalty: 4606.960449
	Iteration 33Q: 3 clusters Score -1039005 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1039057.500000 Penalty: 4606.960449
	Iteration 34Q: 3 clusters Score -1039058 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1039098.062500 Penalty: 4606.960449
	Iteration 35Q: 3 clusters Score -1039098 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1039136.562500 Penalty: 4606.960449
	Iteration 36Q: 3 clusters Score -1039137 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1039171.562500 Penalty: 4606.960449
	Iteration 37Q: 3 clusters Score -1039172 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1039198.562500 Penalty: 4606.960449
	Iteration 38Q: 3 clusters Score -1039199 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1039223.250000 Penalty: 4606.960449
	Iteration 39Q: 3 clusters Score -1039223 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1039239.812500 Penalty: 4606.960449
	Iteration 40F: 3 clusters Score -1039240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1039250.312500 Penalty: 4606.960449
	Iteration 41Q: 3 clusters Score -1039250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1039264.625000 Penalty: 4606.960449
	Iteration 42Q: 3 clusters Score -1039265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1039275.375000 Penalty: 4606.960449
	Iteration 43Q: 3 clusters Score -1039275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1039287.562500 Penalty: 4606.960449
	Iteration 44Q: 3 clusters Score -1039288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1039293.500000 Penalty: 4606.960449
	Iteration 45Q: 3 clusters Score -1039294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1039303.125000 Penalty: 4606.960449
	Iteration 46Q: 3 clusters Score -1039303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1039307.375000 Penalty: 4606.960449
	Iteration 47Q: 3 clusters Score -1039307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1039312.250000 Penalty: 4606.960449
	Iteration 48Q: 3 clusters Score -1039312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1039319.437500 Penalty: 4606.960449
	Iteration 49Q: 3 clusters Score -1039319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1039322.750000 Penalty: 4606.960449
	Iteration 50Q: 3 clusters Score -1039323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1039327.437500 Penalty: 4606.960449
	Iteration 51Q: 3 clusters Score -1039327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1039329.562500 Penalty: 4606.960449
	Iteration 52Q: 3 clusters Score -1039330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1039333.437500 Penalty: 4606.960449
	Iteration 53Q: 3 clusters Score -1039333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1039336.500000 Penalty: 4606.960449
	Iteration 54Q: 3 clusters Score -1039336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1039337.312500 Penalty: 4606.960449
	Iteration 55Q: 3 clusters Score -1039337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1039339.875000 Penalty: 4606.960449
	Iteration 56Q: 3 clusters Score -1039340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1039342.437500 Penalty: 4606.960449
	Iteration 57Q: 3 clusters Score -1039342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1039342.812500 Penalty: 4606.960449
	Iteration 58Q: 3 clusters Score -1039343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1039344.812500 Penalty: 4606.960449
	Iteration 59Q: 3 clusters Score -1039345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1039345.625000 Penalty: 4606.960449
	Iteration 60F: 3 clusters Score -1039346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1039345.062500 Penalty: 4606.960449
	Iteration 61Q: 3 clusters Score -1039345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1039346.187500 Penalty: 4606.960449
	Iteration 62Q: 3 clusters Score -1039346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1039345.937500 Penalty: 4606.960449
	Iteration 63Q: 3 clusters Score -1039346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1039347.375000 Penalty: 4606.960449
	Iteration 64Q: 3 clusters Score -1039347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1039347.375000 Penalty: 4606.960449
	Iteration 65F: 3 clusters Score -1039347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Entering Unmasked Estep 
Score: -919874.875000 Penalty: 2265.017334
	Iteration 0F: 2 clusters Score -919874.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -912677.625000 Penalty: 4530.034668
	Iteration 0F: 3 clusters Score -912677.6 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -914760.062500 Penalty: 4530.034668
	Iteration 1F: 3 clusters Score -914760.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -915096.562500 Penalty: 4530.034668
	Iteration 2F: 3 clusters Score -915096.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -915421.125000 Penalty: 4530.034668
	Iteration 3F: 3 clusters Score -915421.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -915753.562500 Penalty: 4530.034668
	Iteration 4Q: 3 clusters Score -915753.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -916122.312500 Penalty: 4530.034668
	Iteration 5F: 3 clusters Score -916122.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -916454.375000 Penalty: 4530.034668
	Iteration 6F: 3 clusters Score -916454.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -916749.250000 Penalty: 4530.034668
	Iteration 7Q: 3 clusters Score -916749.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -917082.562500 Penalty: 4530.034668
	Iteration 8F: 3 clusters Score -917082.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -917443.812500 Penalty: 4530.034668
	Iteration 9F: 3 clusters Score -917443.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -917858.625000 Penalty: 4530.034668
	Iteration 10F: 3 clusters Score -917858.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -918163.312500 Penalty: 4530.034668
	Iteration 11Q: 3 clusters Score -918163.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -918366.562500 Penalty: 4530.034668
	Iteration 12Q: 3 clusters Score -918366.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -918481.937500 Penalty: 4530.034668
	Iteration 13Q: 3 clusters Score -918481.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -918549.750000 Penalty: 4530.034668
	Iteration 14Q: 3 clusters Score -918549.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -918584.625000 Penalty: 4530.034668
	Iteration 15Q: 3 clusters Score -918584.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -918610.812500 Penalty: 4530.034668
	Iteration 16Q: 3 clusters Score -918610.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -918631.250000 Penalty: 4530.034668
	Iteration 17Q: 3 clusters Score -918631.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -918646.250000 Penalty: 4530.034668
	Iteration 18Q: 3 clusters Score -918646.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -918653.062500 Penalty: 4530.034668
	Iteration 19Q: 3 clusters Score -918653.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -918662.687500 Penalty: 4530.034668
	Iteration 20F: 3 clusters Score -918662.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -918663.500000 Penalty: 4530.034668
	Iteration 21Q: 3 clusters Score -918663.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -918668.187500 Penalty: 4530.034668
	Iteration 22Q: 3 clusters Score -918668.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -918669.562500 Penalty: 4530.034668
	Iteration 23Q: 3 clusters Score -918669.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -918671.437500 Penalty: 4530.034668
	Iteration 24Q: 3 clusters Score -918671.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -918672.812500 Penalty: 4530.034668
	Iteration 25Q: 3 clusters Score -918672.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -918675.250000 Penalty: 4530.034668
	Iteration 26Q: 3 clusters Score -918675.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -918679.375000 Penalty: 4530.034668
	Iteration 27Q: 3 clusters Score -918679.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -918680.125000 Penalty: 4530.034668
	Iteration 28Q: 3 clusters Score -918680.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -918681.562500 Penalty: 4530.034668
	Iteration 29Q: 3 clusters Score -918681.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -918685.312500 Penalty: 4530.034668
	Iteration 30Q: 3 clusters Score -918685.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -918686.812500 Penalty: 4530.034668
	Iteration 31Q: 3 clusters Score -918686.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -918688.562500 Penalty: 4530.034668
	Iteration 32Q: 3 clusters Score -918688.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -918691.125000 Penalty: 4530.034668
	Iteration 33Q: 3 clusters Score -918691.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -918694.250000 Penalty: 4530.034668
	Iteration 34Q: 3 clusters Score -918694.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -918699.687500 Penalty: 4530.034668
	Iteration 35Q: 3 clusters Score -918699.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -918698.812500 Penalty: 4530.034668
	Iteration 36Q: 3 clusters Score -918698.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -918704.562500 Penalty: 4530.034668
	Iteration 37Q: 3 clusters Score -918704.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -918708.437500 Penalty: 4530.034668
	Iteration 38Q: 3 clusters Score -918708.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -918715.500000 Penalty: 4530.034668
	Iteration 39Q: 3 clusters Score -918715.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -918720.937500 Penalty: 4530.034668
	Iteration 40F: 3 clusters Score -918720.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -918733.375000 Penalty: 4530.034668
	Iteration 41Q: 3 clusters Score -918733.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -918741.875000 Penalty: 4530.034668
	Iteration 42Q: 3 clusters Score -918741.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -918759.812500 Penalty: 4530.034668
	Iteration 43Q: 3 clusters Score -918759.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -918780.625000 Penalty: 4530.034668
	Iteration 44Q: 3 clusters Score -918780.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -918814.437500 Penalty: 4530.034668
	Iteration 45Q: 3 clusters Score -918814.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -918867.187500 Penalty: 4530.034668
	Iteration 46Q: 3 clusters Score -918867.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -918907.312500 Penalty: 4530.034668
	Iteration 47Q: 3 clusters Score -918907.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -918937.562500 Penalty: 4530.034668
	Iteration 48Q: 3 clusters Score -918937.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -918959.125000 Penalty: 4530.034668
	Iteration 49Q: 3 clusters Score -918959.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -918983.000000 Penalty: 4530.034668
	Iteration 50Q: 3 clusters Score -918983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -918997.375000 Penalty: 4530.034668
	Iteration 51Q: 3 clusters Score -918997.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -919002.937500 Penalty: 4530.034668
	Iteration 52Q: 3 clusters Score -919002.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -919005.500000 Penalty: 4530.034668
	Iteration 53Q: 3 clusters Score -919005.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -919006.375000 Penalty: 4530.034668
	Iteration 54Q: 3 clusters Score -919006.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -919006.375000 Penalty: 4530.034668
	Iteration 55F: 3 clusters Score -919006.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Entering Unmasked Estep 
Score: -1273477.500000 Penalty: 2340.414795
	Iteration 0F: 2 clusters Score -1273478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1264158.875000 Penalty: 4680.829590
	Iteration 0F: 3 clusters Score -1264159 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1267027.625000 Penalty: 4680.829590
	Iteration 1F: 3 clusters Score -1267028 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1267412.750000 Penalty: 4680.829590
	Iteration 2F: 3 clusters Score -1267413 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1267700.375000 Penalty: 4680.829590
	Iteration 3F: 3 clusters Score -1267700 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1267930.375000 Penalty: 4680.829590
	Iteration 4Q: 3 clusters Score -1267930 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1268121.250000 Penalty: 4680.829590
	Iteration 5Q: 3 clusters Score -1268121 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1268304.375000 Penalty: 4680.829590
	Iteration 6Q: 3 clusters Score -1268304 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1268510.500000 Penalty: 4680.829590
	Iteration 7Q: 3 clusters Score -1268510 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1268775.625000 Penalty: 4680.829590
	Iteration 8Q: 3 clusters Score -1268776 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1269109.875000 Penalty: 4680.829590
	Iteration 9Q: 3 clusters Score -1269110 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1269492.875000 Penalty: 4680.829590
	Iteration 10Q: 3 clusters Score -1269493 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1269895.500000 Penalty: 4680.829590
	Iteration 11Q: 3 clusters Score -1269896 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1270301.250000 Penalty: 4680.829590
	Iteration 12Q: 3 clusters Score -1270301 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1270653.000000 Penalty: 4680.829590
	Iteration 13Q: 3 clusters Score -1270653 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1270923.250000 Penalty: 4680.829590
	Iteration 14Q: 3 clusters Score -1270923 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1271100.250000 Penalty: 4680.829590
	Iteration 15Q: 3 clusters Score -1271100 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1271218.375000 Penalty: 4680.829590
	Iteration 16Q: 3 clusters Score -1271218 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1271304.250000 Penalty: 4680.829590
	Iteration 17Q: 3 clusters Score -1271304 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1271362.250000 Penalty: 4680.829590
	Iteration 18Q: 3 clusters Score -1271362 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1271410.375000 Penalty: 4680.829590
	Iteration 19Q: 3 clusters Score -1271410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1271445.875000 Penalty: 4680.829590
	Iteration 20F: 3 clusters Score -1271446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1271475.250000 Penalty: 4680.829590
	Iteration 21Q: 3 clusters Score -1271475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1271522.000000 Penalty: 4680.829590
	Iteration 22Q: 3 clusters Score -1271522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1271578.875000 Penalty: 4680.829590
	Iteration 23Q: 3 clusters Score -1271579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1271616.875000 Penalty: 4680.829590
	Iteration 24Q: 3 clusters Score -1271617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1271651.250000 Penalty: 4680.829590
	Iteration 25Q: 3 clusters Score -1271651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1271682.500000 Penalty: 4680.829590
	Iteration 26Q: 3 clusters Score -1271682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1271698.750000 Penalty: 4680.829590
	Iteration 27Q: 3 clusters Score -1271699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1271708.625000 Penalty: 4680.829590
	Iteration 28Q: 3 clusters Score -1271709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1271716.500000 Penalty: 4680.829590
	Iteration 29Q: 3 clusters Score -1271716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1271725.125000 Penalty: 4680.829590
	Iteration 30Q: 3 clusters Score -1271725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1271730.125000 Penalty: 4680.829590
	Iteration 31Q: 3 clusters Score -1271730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1271734.375000 Penalty: 4680.829590
	Iteration 32Q: 3 clusters Score -1271734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1271739.375000 Penalty: 4680.829590
	Iteration 33Q: 3 clusters Score -1271739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1271739.375000 Penalty: 4680.829590
	Iteration 34F: 3 clusters Score -1271739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Entering Unmasked Estep 
Score: -718039.625000 Penalty: 2213.809326
	Iteration 0F: 2 clusters Score -718039.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -711833.312500 Penalty: 4427.618652
	Iteration 0F: 3 clusters Score -711833.3 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -713622.562500 Penalty: 4427.618652
	Iteration 1F: 3 clusters Score -713622.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -714013.562500 Penalty: 4427.618652
	Iteration 2F: 3 clusters Score -714013.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -714348.937500 Penalty: 4427.618652
	Iteration 3F: 3 clusters Score -714348.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -714667.187500 Penalty: 4427.618652
	Iteration 4F: 3 clusters Score -714667.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -714999.437500 Penalty: 4427.618652
	Iteration 5F: 3 clusters Score -714999.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -715308.687500 Penalty: 4427.618652
	Iteration 6F: 3 clusters Score -715308.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -715649.125000 Penalty: 4427.618652
	Iteration 7Q: 3 clusters Score -715649.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -716113.187500 Penalty: 4427.618652
	Iteration 8F: 3 clusters Score -716113.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -716597.125000 Penalty: 4427.618652
	Iteration 9F: 3 clusters Score -716597.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -716924.937500 Penalty: 4427.618652
	Iteration 10F: 3 clusters Score -716924.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -717103.562500 Penalty: 4427.618652
	Iteration 11Q: 3 clusters Score -717103.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -717205.000000 Penalty: 4427.618652
	Iteration 12Q: 3 clusters Score -717205 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -717255.687500 Penalty: 4427.618652
	Iteration 13Q: 3 clusters Score -717255.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -717280.812500 Penalty: 4427.618652
	Iteration 14Q: 3 clusters Score -717280.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -717295.000000 Penalty: 4427.618652
	Iteration 15Q: 3 clusters Score -717295 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -717306.062500 Penalty: 4427.618652
	Iteration 16Q: 3 clusters Score -717306.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -717316.312500 Penalty: 4427.618652
	Iteration 17Q: 3 clusters Score -717316.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -717328.812500 Penalty: 4427.618652
	Iteration 18Q: 3 clusters Score -717328.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -717341.062500 Penalty: 4427.618652
	Iteration 19Q: 3 clusters Score -717341.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -717358.500000 Penalty: 4427.618652
	Iteration 20F: 3 clusters Score -717358.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -717377.187500 Penalty: 4427.618652
	Iteration 21Q: 3 clusters Score -717377.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -717389.062500 Penalty: 4427.618652
	Iteration 22Q: 3 clusters Score -717389.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -717405.562500 Penalty: 4427.618652
	Iteration 23Q: 3 clusters Score -717405.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -717414.875000 Penalty: 4427.618652
	Iteration 24Q: 3 clusters Score -717414.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -717425.812500 Penalty: 4427.618652
	Iteration 25Q: 3 clusters Score -717425.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -717441.812500 Penalty: 4427.618652
	Iteration 26Q: 3 clusters Score -717441.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -717459.000000 Penalty: 4427.618652
	Iteration 27Q: 3 clusters Score -717459 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -717472.875000 Penalty: 4427.618652
	Iteration 28Q: 3 clusters Score -717472.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -717487.437500 Penalty: 4427.618652
	Iteration 29Q: 3 clusters Score -717487.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -717500.937500 Penalty: 4427.618652
	Iteration 30Q: 3 clusters Score -717500.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -717508.500000 Penalty: 4427.618652
	Iteration 31Q: 3 clusters Score -717508.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -717521.250000 Penalty: 4427.618652
	Iteration 32Q: 3 clusters Score -717521.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -717529.250000 Penalty: 4427.618652
	Iteration 33Q: 3 clusters Score -717529.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -717541.625000 Penalty: 4427.618652
	Iteration 34Q: 3 clusters Score -717541.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -717550.625000 Penalty: 4427.618652
	Iteration 35Q: 3 clusters Score -717550.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -717561.750000 Penalty: 4427.618652
	Iteration 36Q: 3 clusters Score -717561.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -717582.187500 Penalty: 4427.618652
	Iteration 37Q: 3 clusters Score -717582.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -717595.000000 Penalty: 4427.618652
	Iteration 38Q: 3 clusters Score -717595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -717615.437500 Penalty: 4427.618652
	Iteration 39Q: 3 clusters Score -717615.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -717626.437500 Penalty: 4427.618652
	Iteration 40F: 3 clusters Score -717626.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -717639.375000 Penalty: 4427.618652
	Iteration 41Q: 3 clusters Score -717639.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -717648.312500 Penalty: 4427.618652
	Iteration 42Q: 3 clusters Score -717648.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -717659.187500 Penalty: 4427.618652
	Iteration 43Q: 3 clusters Score -717659.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -717668.062500 Penalty: 4427.618652
	Iteration 44Q: 3 clusters Score -717668.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -717670.375000 Penalty: 4427.618652
	Iteration 45Q: 3 clusters Score -717670.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -717676.250000 Penalty: 4427.618652
	Iteration 46Q: 3 clusters Score -717676.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -717686.937500 Penalty: 4427.618652
	Iteration 47Q: 3 clusters Score -717686.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -717690.125000 Penalty: 4427.618652
	Iteration 48Q: 3 clusters Score -717690.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -717697.375000 Penalty: 4427.618652
	Iteration 49Q: 3 clusters Score -717697.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -717703.875000 Penalty: 4427.618652
	Iteration 50Q: 3 clusters Score -717703.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -717709.125000 Penalty: 4427.618652
	Iteration 51Q: 3 clusters Score -717709.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -717713.062500 Penalty: 4427.618652
	Iteration 52Q: 3 clusters Score -717713.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -717718.250000 Penalty: 4427.618652
	Iteration 53Q: 3 clusters Score -717718.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -717721.812500 Penalty: 4427.618652
	Iteration 54Q: 3 clusters Score -717721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -717722.375000 Penalty: 4427.618652
	Iteration 55Q: 3 clusters Score -717722.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -717721.937500 Penalty: 4427.618652
	Iteration 56Q: 3 clusters Score -717721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -717722.187500 Penalty: 4427.618652
	Iteration 57Q: 3 clusters Score -717722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -717722.187500 Penalty: 4427.618652
	Iteration 58F: 3 clusters Score -717722.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Entering Unmasked Estep 
Score: -1584737.000000 Penalty: 2405.773193
	Iteration 0F: 2 clusters Score -1584737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1573034.500000 Penalty: 4811.546387
	Iteration 0F: 3 clusters Score -1573034 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1576675.500000 Penalty: 4811.546387
	Iteration 1F: 3 clusters Score -1576676 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1577158.625000 Penalty: 4811.546387
	Iteration 2F: 3 clusters Score -1577159 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1577704.375000 Penalty: 4811.546387
	Iteration 3F: 3 clusters Score -1577704 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1578321.625000 Penalty: 4811.546387
	Iteration 4F: 3 clusters Score -1578322 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1579043.375000 Penalty: 4811.546387
	Iteration 5F: 3 clusters Score -1579043 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1579871.250000 Penalty: 4811.546387
	Iteration 6F: 3 clusters Score -1579871 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1580727.375000 Penalty: 4811.546387
	Iteration 7F: 3 clusters Score -1580727 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1581386.500000 Penalty: 4811.546387
	Iteration 8F: 3 clusters Score -1581386 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1581829.125000 Penalty: 4811.546387
	Iteration 9Q: 3 clusters Score -1581829 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1582117.625000 Penalty: 4811.546387
	Iteration 10Q: 3 clusters Score -1582118 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1582304.875000 Penalty: 4811.546387
	Iteration 11Q: 3 clusters Score -1582305 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1582411.375000 Penalty: 4811.546387
	Iteration 12Q: 3 clusters Score -1582411 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1582486.250000 Penalty: 4811.546387
	Iteration 13Q: 3 clusters Score -1582486 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1582548.375000 Penalty: 4811.546387
	Iteration 14Q: 3 clusters Score -1582548 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1582608.375000 Penalty: 4811.546387
	Iteration 15Q: 3 clusters Score -1582608 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1582660.875000 Penalty: 4811.546387
	Iteration 16Q: 3 clusters Score -1582661 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1582695.125000 Penalty: 4811.546387
	Iteration 17Q: 3 clusters Score -1582695 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1582715.500000 Penalty: 4811.546387
	Iteration 18Q: 3 clusters Score -1582716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1582734.500000 Penalty: 4811.546387
	Iteration 19Q: 3 clusters Score -1582734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1582751.875000 Penalty: 4811.546387
	Iteration 20F: 3 clusters Score -1582752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1582760.250000 Penalty: 4811.546387
	Iteration 21Q: 3 clusters Score -1582760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1582763.750000 Penalty: 4811.546387
	Iteration 22Q: 3 clusters Score -1582764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1582768.125000 Penalty: 4811.546387
	Iteration 23Q: 3 clusters Score -1582768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1582772.875000 Penalty: 4811.546387
	Iteration 24Q: 3 clusters Score -1582773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1582776.125000 Penalty: 4811.546387
	Iteration 25Q: 3 clusters Score -1582776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1582780.375000 Penalty: 4811.546387
	Iteration 26Q: 3 clusters Score -1582780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1582784.125000 Penalty: 4811.546387
	Iteration 27Q: 3 clusters Score -1582784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1582791.875000 Penalty: 4811.546387
	Iteration 28Q: 3 clusters Score -1582792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1582792.500000 Penalty: 4811.546387
	Iteration 29Q: 3 clusters Score -1582792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1582795.500000 Penalty: 4811.546387
	Iteration 30Q: 3 clusters Score -1582796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1582797.875000 Penalty: 4811.546387
	Iteration 31Q: 3 clusters Score -1582798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1582799.500000 Penalty: 4811.546387
	Iteration 32Q: 3 clusters Score -1582800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1582799.125000 Penalty: 4811.546387
	Iteration 33Q: 3 clusters Score -1582799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1582799.500000 Penalty: 4811.546387
	Iteration 34Q: 3 clusters Score -1582800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1582801.875000 Penalty: 4811.546387
	Iteration 35Q: 3 clusters Score -1582802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1582802.000000 Penalty: 4811.546387
	Iteration 36Q: 3 clusters Score -1582802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1582806.375000 Penalty: 4811.546387
	Iteration 37Q: 3 clusters Score -1582806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1582811.375000 Penalty: 4811.546387
	Iteration 38Q: 3 clusters Score -1582811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1582812.625000 Penalty: 4811.546387
	Iteration 39Q: 3 clusters Score -1582813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1582813.625000 Penalty: 4811.546387
	Iteration 40F: 3 clusters Score -1582814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1582814.500000 Penalty: 4811.546387
	Iteration 41Q: 3 clusters Score -1582814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1582816.000000 Penalty: 4811.546387
	Iteration 42Q: 3 clusters Score -1582816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1582819.500000 Penalty: 4811.546387
	Iteration 43Q: 3 clusters Score -1582820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1582824.250000 Penalty: 4811.546387
	Iteration 44Q: 3 clusters Score -1582824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1582826.125000 Penalty: 4811.546387
	Iteration 45Q: 3 clusters Score -1582826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1582830.500000 Penalty: 4811.546387
	Iteration 46Q: 3 clusters Score -1582830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1582831.625000 Penalty: 4811.546387
	Iteration 47Q: 3 clusters Score -1582832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1582831.625000 Penalty: 4811.546387
	Iteration 48F: 3 clusters Score -1582832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Entering Unmasked Estep 
Score: -903528.625000 Penalty: 2258.502930
	Iteration 0F: 2 clusters Score -903528.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -896435.250000 Penalty: 4517.005859
	Iteration 0F: 3 clusters Score -896435.2 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -898431.000000 Penalty: 4517.005859
	Iteration 1F: 3 clusters Score -898431 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -898754.812500 Penalty: 4517.005859
	Iteration 2F: 3 clusters Score -898754.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -899011.750000 Penalty: 4517.005859
	Iteration 3F: 3 clusters Score -899011.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -899202.812500 Penalty: 4517.005859
	Iteration 4Q: 3 clusters Score -899202.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -899381.375000 Penalty: 4517.005859
	Iteration 5Q: 3 clusters Score -899381.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -899552.812500 Penalty: 4517.005859
	Iteration 6Q: 3 clusters Score -899552.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -899693.000000 Penalty: 4517.005859
	Iteration 7Q: 3 clusters Score -899693 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -899814.562500 Penalty: 4517.005859
	Iteration 8Q: 3 clusters Score -899814.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -899925.562500 Penalty: 4517.005859
	Iteration 9Q: 3 clusters Score -899925.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -900043.500000 Penalty: 4517.005859
	Iteration 10Q: 3 clusters Score -900043.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -900156.250000 Penalty: 4517.005859
	Iteration 11Q: 3 clusters Score -900156.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -900289.000000 Penalty: 4517.005859
	Iteration 12Q: 3 clusters Score -900289 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -900436.000000 Penalty: 4517.005859
	Iteration 13Q: 3 clusters Score -900436 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -900580.437500 Penalty: 4517.005859
	Iteration 14Q: 3 clusters Score -900580.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -900747.875000 Penalty: 4517.005859
	Iteration 15Q: 3 clusters Score -900747.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -900908.687500 Penalty: 4517.005859
	Iteration 16Q: 3 clusters Score -900908.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -901094.250000 Penalty: 4517.005859
	Iteration 17Q: 3 clusters Score -901094.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -901263.187500 Penalty: 4517.005859
	Iteration 18Q: 3 clusters Score -901263.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -901395.500000 Penalty: 4517.005859
	Iteration 19Q: 3 clusters Score -901395.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -901488.500000 Penalty: 4517.005859
	Iteration 20F: 3 clusters Score -901488.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -901547.687500 Penalty: 4517.005859
	Iteration 21Q: 3 clusters Score -901547.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -901597.062500 Penalty: 4517.005859
	Iteration 22Q: 3 clusters Score -901597.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -901630.562500 Penalty: 4517.005859
	Iteration 23Q: 3 clusters Score -901630.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -901655.250000 Penalty: 4517.005859
	Iteration 24Q: 3 clusters Score -901655.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -901674.250000 Penalty: 4517.005859
	Iteration 25Q: 3 clusters Score -901674.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -901686.062500 Penalty: 4517.005859
	Iteration 26Q: 3 clusters Score -901686.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -901694.375000 Penalty: 4517.005859
	Iteration 27Q: 3 clusters Score -901694.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -901702.562500 Penalty: 4517.005859
	Iteration 28Q: 3 clusters Score -901702.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -901710.625000 Penalty: 4517.005859
	Iteration 29Q: 3 clusters Score -901710.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -901715.250000 Penalty: 4517.005859
	Iteration 30Q: 3 clusters Score -901715.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -901719.312500 Penalty: 4517.005859
	Iteration 31Q: 3 clusters Score -901719.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -901723.187500 Penalty: 4517.005859
	Iteration 32Q: 3 clusters Score -901723.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -901728.437500 Penalty: 4517.005859
	Iteration 33Q: 3 clusters Score -901728.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -901732.625000 Penalty: 4517.005859
	Iteration 34Q: 3 clusters Score -901732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -901739.125000 Penalty: 4517.005859
	Iteration 35Q: 3 clusters Score -901739.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -901741.812500 Penalty: 4517.005859
	Iteration 36Q: 3 clusters Score -901741.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -901744.375000 Penalty: 4517.005859
	Iteration 37Q: 3 clusters Score -901744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -901745.750000 Penalty: 4517.005859
	Iteration 38Q: 3 clusters Score -901745.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -901745.750000 Penalty: 4517.005859
	Iteration 39F: 3 clusters Score -901745.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (99261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99261 members 
Entering Unmasked Estep 
Score: -10158614.000000 Penalty: 2853.366211
	Iteration 0F: 2 clusters Score -1.015861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -10092075.000000 Penalty: 5706.732422
	Iteration 0F: 3 clusters Score -1.009208e+07 nChanged 46873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -10118757.000000 Penalty: 5706.732422
	Iteration 1F: 3 clusters Score -1.011876e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -10119634.000000 Penalty: 5706.732422
	Iteration 2Q: 3 clusters Score -1.011963e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -10120561.000000 Penalty: 5706.732422
	Iteration 3Q: 3 clusters Score -1.012056e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -10121653.000000 Penalty: 5706.732422
	Iteration 4Q: 3 clusters Score -1.012165e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -10122919.000000 Penalty: 5706.732422
	Iteration 5Q: 3 clusters Score -1.012292e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -10124590.000000 Penalty: 5706.732422
	Iteration 6Q: 3 clusters Score -1.012459e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -10126862.000000 Penalty: 5706.732422
	Iteration 7Q: 3 clusters Score -1.012686e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -10129666.000000 Penalty: 5706.732422
	Iteration 8F: 3 clusters Score -1.012967e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -10132865.000000 Penalty: 5706.732422
	Iteration 9F: 3 clusters Score -1.013286e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -10136372.000000 Penalty: 5706.732422
	Iteration 10F: 3 clusters Score -1.013637e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -10139954.000000 Penalty: 5706.732422
	Iteration 11F: 3 clusters Score -1.013995e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -10143096.000000 Penalty: 5706.732422
	Iteration 12Q: 3 clusters Score -1.01431e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80243 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -10145598.000000 Penalty: 5706.732422
	Iteration 13Q: 3 clusters Score -1.01456e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -10147426.000000 Penalty: 5706.732422
	Iteration 14Q: 3 clusters Score -1.014743e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -10148661.000000 Penalty: 5706.732422
	Iteration 15Q: 3 clusters Score -1.014866e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -10149579.000000 Penalty: 5706.732422
	Iteration 16Q: 3 clusters Score -1.014958e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -10150426.000000 Penalty: 5706.732422
	Iteration 17Q: 3 clusters Score -1.015043e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88641 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -10151132.000000 Penalty: 5706.732422
	Iteration 18Q: 3 clusters Score -1.015113e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89823 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -10151755.000000 Penalty: 5706.732422
	Iteration 19Q: 3 clusters Score -1.015176e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -10152286.000000 Penalty: 5706.732422
	Iteration 20F: 3 clusters Score -1.015229e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -10152734.000000 Penalty: 5706.732422
	Iteration 21Q: 3 clusters Score -1.015273e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92552 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -10153148.000000 Penalty: 5706.732422
	Iteration 22Q: 3 clusters Score -1.015315e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -10153482.000000 Penalty: 5706.732422
	Iteration 23Q: 3 clusters Score -1.015348e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -10153775.000000 Penalty: 5706.732422
	Iteration 24Q: 3 clusters Score -1.015378e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94328 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -10154033.000000 Penalty: 5706.732422
	Iteration 25Q: 3 clusters Score -1.015403e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94760 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -10154250.000000 Penalty: 5706.732422
	Iteration 26Q: 3 clusters Score -1.015425e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95134 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -10154414.000000 Penalty: 5706.732422
	Iteration 27Q: 3 clusters Score -1.015441e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95498 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -10154581.000000 Penalty: 5706.732422
	Iteration 28Q: 3 clusters Score -1.015458e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -10154740.000000 Penalty: 5706.732422
	Iteration 29Q: 3 clusters Score -1.015474e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96060 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -10154873.000000 Penalty: 5706.732422
	Iteration 30Q: 3 clusters Score -1.015487e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96310 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -10154985.000000 Penalty: 5706.732422
	Iteration 31Q: 3 clusters Score -1.015498e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96526 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -10155109.000000 Penalty: 5706.732422
	Iteration 32Q: 3 clusters Score -1.015511e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96767 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -10155259.000000 Penalty: 5706.732422
	Iteration 33Q: 3 clusters Score -1.015526e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96959 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -10155370.000000 Penalty: 5706.732422
	Iteration 34Q: 3 clusters Score -1.015537e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97142 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -10155453.000000 Penalty: 5706.732422
	Iteration 35Q: 3 clusters Score -1.015545e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -10155508.000000 Penalty: 5706.732422
	Iteration 36Q: 3 clusters Score -1.015551e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97440 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -10155575.000000 Penalty: 5706.732422
	Iteration 37Q: 3 clusters Score -1.015558e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97574 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -10155660.000000 Penalty: 5706.732422
	Iteration 38Q: 3 clusters Score -1.015566e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97694 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -10155691.000000 Penalty: 5706.732422
	Iteration 39Q: 3 clusters Score -1.015569e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97792 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -10155723.000000 Penalty: 5706.732422
	Iteration 40F: 3 clusters Score -1.015572e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97872 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -10155794.000000 Penalty: 5706.732422
	Iteration 41Q: 3 clusters Score -1.015579e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97943 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -10155799.000000 Penalty: 5706.732422
	Iteration 42Q: 3 clusters Score -1.01558e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -10155830.000000 Penalty: 5706.732422
	Iteration 43Q: 3 clusters Score -1.015583e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98077 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -10155859.000000 Penalty: 5706.732422
	Iteration 44Q: 3 clusters Score -1.015586e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98131 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -10155881.000000 Penalty: 5706.732422
	Iteration 45Q: 3 clusters Score -1.015588e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98183 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10155923.000000 Penalty: 5706.732422
	Iteration 46Q: 3 clusters Score -1.015592e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -10155933.000000 Penalty: 5706.732422
	Iteration 47Q: 3 clusters Score -1.015593e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98285 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10155961.000000 Penalty: 5706.732422
	Iteration 48Q: 3 clusters Score -1.015596e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98328 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10155986.000000 Penalty: 5706.732422
	Iteration 49Q: 3 clusters Score -1.015599e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10156011.000000 Penalty: 5706.732422
	Iteration 50Q: 3 clusters Score -1.015601e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98406 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10156051.000000 Penalty: 5706.732422
	Iteration 51Q: 3 clusters Score -1.015605e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10156067.000000 Penalty: 5706.732422
	Iteration 52Q: 3 clusters Score -1.015607e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -10156084.000000 Penalty: 5706.732422
	Iteration 53Q: 3 clusters Score -1.015608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98494 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10156109.000000 Penalty: 5706.732422
	Iteration 54Q: 3 clusters Score -1.015611e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -10156127.000000 Penalty: 5706.732422
	Iteration 55Q: 3 clusters Score -1.015613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98539 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10156128.000000 Penalty: 5706.732422
	Iteration 56Q: 3 clusters Score -1.015613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98555 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10156139.000000 Penalty: 5706.732422
	Iteration 57Q: 3 clusters Score -1.015614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10156142.000000 Penalty: 5706.732422
	Iteration 58Q: 3 clusters Score -1.015614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -10156154.000000 Penalty: 5706.732422
	Iteration 59Q: 3 clusters Score -1.015615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98575 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10156155.000000 Penalty: 5706.732422
	Iteration 60F: 3 clusters Score -1.015616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98581 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10156150.000000 Penalty: 5706.732422
	Iteration 61Q: 3 clusters Score -1.015615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98582 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10156149.000000 Penalty: 5706.732422
	Iteration 62Q: 3 clusters Score -1.015615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98584 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10156156.000000 Penalty: 5706.732422
	Iteration 63Q: 3 clusters Score -1.015616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98588 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10156154.000000 Penalty: 5706.732422
	Iteration 64Q: 3 clusters Score -1.015615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98591 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10156156.000000 Penalty: 5706.732422
	Iteration 65Q: 3 clusters Score -1.015616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10156150.000000 Penalty: 5706.732422
	Iteration 66Q: 3 clusters Score -1.015615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98596 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -10156147.000000 Penalty: 5706.732422
	Iteration 67Q: 3 clusters Score -1.015615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98598 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10156152.000000 Penalty: 5706.732422
	Iteration 68Q: 3 clusters Score -1.015615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98601 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10156151.000000 Penalty: 5706.732422
	Iteration 69Q: 3 clusters Score -1.015615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10156155.000000 Penalty: 5706.732422
	Iteration 70Q: 3 clusters Score -1.015616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10156149.000000 Penalty: 5706.732422
	Iteration 71Q: 3 clusters Score -1.015615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98619 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10156153.000000 Penalty: 5706.732422
	Iteration 72Q: 3 clusters Score -1.015615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98624 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10156159.000000 Penalty: 5706.732422
	Iteration 73Q: 3 clusters Score -1.015616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10156169.000000 Penalty: 5706.732422
	Iteration 74Q: 3 clusters Score -1.015617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98635 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10156175.000000 Penalty: 5706.732422
	Iteration 75Q: 3 clusters Score -1.015618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98637 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -10156174.000000 Penalty: 5706.732422
	Iteration 76Q: 3 clusters Score -1.015617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98638 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10156170.000000 Penalty: 5706.732422
	Iteration 77Q: 3 clusters Score -1.015617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98639 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10156179.000000 Penalty: 5706.732422
	Iteration 78Q: 3 clusters Score -1.015618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98642 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10156180.000000 Penalty: 5706.732422
	Iteration 79Q: 3 clusters Score -1.015618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98644 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10156179.000000 Penalty: 5706.732422
	Iteration 80F: 3 clusters Score -1.015618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98647 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10156177.000000 Penalty: 5706.732422
	Iteration 81Q: 3 clusters Score -1.015618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98648 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10156175.000000 Penalty: 5706.732422
	Iteration 82Q: 3 clusters Score -1.015618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98648 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10156175.000000 Penalty: 5706.732422
	Iteration 83F: 3 clusters Score -1.015618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (283082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283082 members 
Entering Unmasked Estep 
Score: -28337710.000000 Penalty: 3113.265869
	Iteration 0F: 2 clusters Score -2.833771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141132 members 
Mstep: Class 2 contains 141950 members 
Entering Unmasked Estep 
Score: -28157888.000000 Penalty: 6226.531738
	Iteration 0F: 3 clusters Score -2.815789e+07 nChanged 137138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132604 members 
Mstep: Class 2 contains 150478 members 
Entering Unmasked Estep 
Score: -28239430.000000 Penalty: 6226.531738
	Iteration 1F: 3 clusters Score -2.823943e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126970 members 
Mstep: Class 2 contains 156112 members 
Entering Unmasked Estep 
Score: -28241366.000000 Penalty: 6226.531738
	Iteration 2Q: 3 clusters Score -2.824137e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118154 members 
Mstep: Class 2 contains 164928 members 
Entering Unmasked Estep 
Score: -28244904.000000 Penalty: 6226.531738
	Iteration 3Q: 3 clusters Score -2.82449e+07 nChanged 14170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104924 members 
Mstep: Class 2 contains 178158 members 
Entering Unmasked Estep 
Score: -28251058.000000 Penalty: 6226.531738
	Iteration 4F: 3 clusters Score -2.825106e+07 nChanged 19139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86443 members 
Mstep: Class 2 contains 196639 members 
Entering Unmasked Estep 
Score: -28262616.000000 Penalty: 6226.531738
	Iteration 5F: 3 clusters Score -2.826262e+07 nChanged 23276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63639 members 
Mstep: Class 2 contains 219443 members 
Entering Unmasked Estep 
Score: -28280058.000000 Penalty: 6226.531738
	Iteration 6F: 3 clusters Score -2.828006e+07 nChanged 22774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 241889 members 
Entering Unmasked Estep 
Score: -28299340.000000 Penalty: 6226.531738
	Iteration 7F: 3 clusters Score -2.829934e+07 nChanged 16352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 257983 members 
Entering Unmasked Estep 
Score: -28314368.000000 Penalty: 6226.531738
	Iteration 8F: 3 clusters Score -2.831437e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 266904 members 
Entering Unmasked Estep 
Score: -28323500.000000 Penalty: 6226.531738
	Iteration 9Q: 3 clusters Score -2.83235e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 271463 members 
Entering Unmasked Estep 
Score: -28327796.000000 Penalty: 6226.531738
	Iteration 10Q: 3 clusters Score -2.83278e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 273973 members 
Entering Unmasked Estep 
Score: -28329962.000000 Penalty: 6226.531738
	Iteration 11Q: 3 clusters Score -2.832996e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 275550 members 
Entering Unmasked Estep 
Score: -28331392.000000 Penalty: 6226.531738
	Iteration 12Q: 3 clusters Score -2.833139e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 276604 members 
Entering Unmasked Estep 
Score: -28332124.000000 Penalty: 6226.531738
	Iteration 13Q: 3 clusters Score -2.833212e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 277390 members 
Entering Unmasked Estep 
Score: -28332672.000000 Penalty: 6226.531738
	Iteration 14Q: 3 clusters Score -2.833267e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 278004 members 
Entering Unmasked Estep 
Score: -28333138.000000 Penalty: 6226.531738
	Iteration 15Q: 3 clusters Score -2.833314e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 278464 members 
Entering Unmasked Estep 
Score: -28333328.000000 Penalty: 6226.531738
	Iteration 16Q: 3 clusters Score -2.833333e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 278852 members 
Entering Unmasked Estep 
Score: -28333530.000000 Penalty: 6226.531738
	Iteration 17Q: 3 clusters Score -2.833353e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 279178 members 
Entering Unmasked Estep 
Score: -28333672.000000 Penalty: 6226.531738
	Iteration 18Q: 3 clusters Score -2.833367e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 279461 members 
Entering Unmasked Estep 
Score: -28333854.000000 Penalty: 6226.531738
	Iteration 19Q: 3 clusters Score -2.833385e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 279709 members 
Entering Unmasked Estep 
Score: -28334016.000000 Penalty: 6226.531738
	Iteration 20F: 3 clusters Score -2.833402e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 279918 members 
Entering Unmasked Estep 
Score: -28334126.000000 Penalty: 6226.531738
	Iteration 21Q: 3 clusters Score -2.833413e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 280087 members 
Entering Unmasked Estep 
Score: -28334250.000000 Penalty: 6226.531738
	Iteration 22Q: 3 clusters Score -2.833425e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 280234 members 
Entering Unmasked Estep 
Score: -28334286.000000 Penalty: 6226.531738
	Iteration 23Q: 3 clusters Score -2.833429e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 280343 members 
Entering Unmasked Estep 
Score: -28334338.000000 Penalty: 6226.531738
	Iteration 24Q: 3 clusters Score -2.833434e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 280465 members 
Entering Unmasked Estep 
Score: -28334362.000000 Penalty: 6226.531738
	Iteration 25Q: 3 clusters Score -2.833436e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 280554 members 
Entering Unmasked Estep 
Score: -28334430.000000 Penalty: 6226.531738
	Iteration 26Q: 3 clusters Score -2.833443e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 280637 members 
Entering Unmasked Estep 
Score: -28334448.000000 Penalty: 6226.531738
	Iteration 27Q: 3 clusters Score -2.833445e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 280687 members 
Entering Unmasked Estep 
Score: -28334472.000000 Penalty: 6226.531738
	Iteration 28Q: 3 clusters Score -2.833447e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 280748 members 
Entering Unmasked Estep 
Score: -28334496.000000 Penalty: 6226.531738
	Iteration 29Q: 3 clusters Score -2.83345e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 280797 members 
Entering Unmasked Estep 
Score: -28334528.000000 Penalty: 6226.531738
	Iteration 30Q: 3 clusters Score -2.833453e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 280836 members 
Entering Unmasked Estep 
Score: -28334544.000000 Penalty: 6226.531738
	Iteration 31Q: 3 clusters Score -2.833454e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 280884 members 
Entering Unmasked Estep 
Score: -28334558.000000 Penalty: 6226.531738
	Iteration 32Q: 3 clusters Score -2.833456e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 280927 members 
Entering Unmasked Estep 
Score: -28334582.000000 Penalty: 6226.531738
	Iteration 33Q: 3 clusters Score -2.833458e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 280969 members 
Entering Unmasked Estep 
Score: -28334564.000000 Penalty: 6226.531738
	Iteration 34Q: 3 clusters Score -2.833456e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 281015 members 
Entering Unmasked Estep 
Score: -28334586.000000 Penalty: 6226.531738
	Iteration 35Q: 3 clusters Score -2.833459e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 281047 members 
Entering Unmasked Estep 
Score: -28334634.000000 Penalty: 6226.531738
	Iteration 36Q: 3 clusters Score -2.833463e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 281072 members 
Entering Unmasked Estep 
Score: -28334644.000000 Penalty: 6226.531738
	Iteration 37Q: 3 clusters Score -2.833464e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 281094 members 
Entering Unmasked Estep 
Score: -28334688.000000 Penalty: 6226.531738
	Iteration 38Q: 3 clusters Score -2.833469e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 281107 members 
Entering Unmasked Estep 
Score: -28334680.000000 Penalty: 6226.531738
	Iteration 39Q: 3 clusters Score -2.833468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 281121 members 
Entering Unmasked Estep 
Score: -28334660.000000 Penalty: 6226.531738
	Iteration 40F: 3 clusters Score -2.833466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 281124 members 
Entering Unmasked Estep 
Score: -28334662.000000 Penalty: 6226.531738
	Iteration 41Q: 3 clusters Score -2.833466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 281128 members 
Entering Unmasked Estep 
Score: -28334666.000000 Penalty: 6226.531738
	Iteration 42Q: 3 clusters Score -2.833467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 281137 members 
Entering Unmasked Estep 
Score: -28334668.000000 Penalty: 6226.531738
	Iteration 43Q: 3 clusters Score -2.833467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 281143 members 
Entering Unmasked Estep 
Score: -28334664.000000 Penalty: 6226.531738
	Iteration 44Q: 3 clusters Score -2.833466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 281153 members 
Entering Unmasked Estep 
Score: -28334678.000000 Penalty: 6226.531738
	Iteration 45Q: 3 clusters Score -2.833468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 281164 members 
Entering Unmasked Estep 
Score: -28334674.000000 Penalty: 6226.531738
	Iteration 46Q: 3 clusters Score -2.833467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 281169 members 
Entering Unmasked Estep 
Score: -28334648.000000 Penalty: 6226.531738
	Iteration 47Q: 3 clusters Score -2.833465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 281180 members 
Entering Unmasked Estep 
Score: -28334656.000000 Penalty: 6226.531738
	Iteration 48Q: 3 clusters Score -2.833466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 281187 members 
Entering Unmasked Estep 
Score: -28334658.000000 Penalty: 6226.531738
	Iteration 49Q: 3 clusters Score -2.833466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 281195 members 
Entering Unmasked Estep 
Score: -28334658.000000 Penalty: 6226.531738
	Iteration 50Q: 3 clusters Score -2.833466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 281200 members 
Entering Unmasked Estep 
Score: -28334668.000000 Penalty: 6226.531738
	Iteration 51Q: 3 clusters Score -2.833467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 281205 members 
Entering Unmasked Estep 
Score: -28334668.000000 Penalty: 6226.531738
	Iteration 52Q: 3 clusters Score -2.833467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 281212 members 
Entering Unmasked Estep 
Score: -28334688.000000 Penalty: 6226.531738
	Iteration 53Q: 3 clusters Score -2.833469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 281216 members 
Entering Unmasked Estep 
Score: -28334674.000000 Penalty: 6226.531738
	Iteration 54Q: 3 clusters Score -2.833467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 281218 members 
Entering Unmasked Estep 
Score: -28334696.000000 Penalty: 6226.531738
	Iteration 55Q: 3 clusters Score -2.83347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 281220 members 
Entering Unmasked Estep 
Score: -28334692.000000 Penalty: 6226.531738
	Iteration 56Q: 3 clusters Score -2.833469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 281224 members 
Entering Unmasked Estep 
Score: -28334698.000000 Penalty: 6226.531738
	Iteration 57Q: 3 clusters Score -2.83347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 281226 members 
Entering Unmasked Estep 
Score: -28334706.000000 Penalty: 6226.531738
	Iteration 58Q: 3 clusters Score -2.833471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 281227 members 
Entering Unmasked Estep 
Score: -28334708.000000 Penalty: 6226.531738
	Iteration 59Q: 3 clusters Score -2.833471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 281227 members 
Entering Unmasked Estep 
Score: -28334708.000000 Penalty: 6226.531738
	Iteration 60F: 3 clusters Score -2.833471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Entering Unmasked Estep 
Score: -496132.875000 Penalty: 2121.561035
	Iteration 0F: 2 clusters Score -496132.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -491451.625000 Penalty: 4243.122070
	Iteration 0F: 3 clusters Score -491451.6 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -492592.562500 Penalty: 4243.122070
	Iteration 1F: 3 clusters Score -492592.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -492898.000000 Penalty: 4243.122070
	Iteration 2F: 3 clusters Score -492898 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -493269.468750 Penalty: 4243.122070
	Iteration 3F: 3 clusters Score -493269.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -493575.218750 Penalty: 4243.122070
	Iteration 4F: 3 clusters Score -493575.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -493842.593750 Penalty: 4243.122070
	Iteration 5F: 3 clusters Score -493842.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -494058.968750 Penalty: 4243.122070
	Iteration 6F: 3 clusters Score -494059 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -494228.500000 Penalty: 4243.122070
	Iteration 7Q: 3 clusters Score -494228.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -494359.218750 Penalty: 4243.122070
	Iteration 8Q: 3 clusters Score -494359.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -494485.687500 Penalty: 4243.122070
	Iteration 9Q: 3 clusters Score -494485.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -494578.843750 Penalty: 4243.122070
	Iteration 10Q: 3 clusters Score -494578.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -494666.718750 Penalty: 4243.122070
	Iteration 11Q: 3 clusters Score -494666.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -494746.593750 Penalty: 4243.122070
	Iteration 12Q: 3 clusters Score -494746.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -494835.937500 Penalty: 4243.122070
	Iteration 13Q: 3 clusters Score -494835.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -494929.781250 Penalty: 4243.122070
	Iteration 14Q: 3 clusters Score -494929.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -495000.781250 Penalty: 4243.122070
	Iteration 15Q: 3 clusters Score -495000.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -495042.812500 Penalty: 4243.122070
	Iteration 16Q: 3 clusters Score -495042.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -495078.937500 Penalty: 4243.122070
	Iteration 17Q: 3 clusters Score -495078.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -495101.093750 Penalty: 4243.122070
	Iteration 18Q: 3 clusters Score -495101.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -495116.437500 Penalty: 4243.122070
	Iteration 19Q: 3 clusters Score -495116.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -495124.250000 Penalty: 4243.122070
	Iteration 20F: 3 clusters Score -495124.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -495134.312500 Penalty: 4243.122070
	Iteration 21Q: 3 clusters Score -495134.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -495139.937500 Penalty: 4243.122070
	Iteration 22Q: 3 clusters Score -495139.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -495142.468750 Penalty: 4243.122070
	Iteration 23Q: 3 clusters Score -495142.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -495149.031250 Penalty: 4243.122070
	Iteration 24Q: 3 clusters Score -495149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -495156.500000 Penalty: 4243.122070
	Iteration 25Q: 3 clusters Score -495156.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -495161.468750 Penalty: 4243.122070
	Iteration 26Q: 3 clusters Score -495161.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -495167.843750 Penalty: 4243.122070
	Iteration 27Q: 3 clusters Score -495167.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -495169.593750 Penalty: 4243.122070
	Iteration 28Q: 3 clusters Score -495169.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -495172.218750 Penalty: 4243.122070
	Iteration 29Q: 3 clusters Score -495172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -495174.812500 Penalty: 4243.122070
	Iteration 30Q: 3 clusters Score -495174.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -495174.875000 Penalty: 4243.122070
	Iteration 31Q: 3 clusters Score -495174.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -495174.875000 Penalty: 4243.122070
	Iteration 32F: 3 clusters Score -495174.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Entering Unmasked Estep 
Score: -783685.312500 Penalty: 2220.053467
	Iteration 0F: 2 clusters Score -783685.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -777521.000000 Penalty: 4440.106934
	Iteration 0F: 3 clusters Score -777521 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -779203.750000 Penalty: 4440.106934
	Iteration 1F: 3 clusters Score -779203.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -779440.375000 Penalty: 4440.106934
	Iteration 2F: 3 clusters Score -779440.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -779581.250000 Penalty: 4440.106934
	Iteration 3Q: 3 clusters Score -779581.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -779653.500000 Penalty: 4440.106934
	Iteration 4Q: 3 clusters Score -779653.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -779708.875000 Penalty: 4440.106934
	Iteration 5Q: 3 clusters Score -779708.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -779762.187500 Penalty: 4440.106934
	Iteration 6Q: 3 clusters Score -779762.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -779807.375000 Penalty: 4440.106934
	Iteration 7Q: 3 clusters Score -779807.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -779835.062500 Penalty: 4440.106934
	Iteration 8Q: 3 clusters Score -779835.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -779871.812500 Penalty: 4440.106934
	Iteration 9Q: 3 clusters Score -779871.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -779907.750000 Penalty: 4440.106934
	Iteration 10Q: 3 clusters Score -779907.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -779951.937500 Penalty: 4440.106934
	Iteration 11Q: 3 clusters Score -779951.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -779992.875000 Penalty: 4440.106934
	Iteration 12Q: 3 clusters Score -779992.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -780036.812500 Penalty: 4440.106934
	Iteration 13Q: 3 clusters Score -780036.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -780082.500000 Penalty: 4440.106934
	Iteration 14Q: 3 clusters Score -780082.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -780141.187500 Penalty: 4440.106934
	Iteration 15Q: 3 clusters Score -780141.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -780215.187500 Penalty: 4440.106934
	Iteration 16Q: 3 clusters Score -780215.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -780302.562500 Penalty: 4440.106934
	Iteration 17Q: 3 clusters Score -780302.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -780396.687500 Penalty: 4440.106934
	Iteration 18Q: 3 clusters Score -780396.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -780502.125000 Penalty: 4440.106934
	Iteration 19Q: 3 clusters Score -780502.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -780652.437500 Penalty: 4440.106934
	Iteration 20F: 3 clusters Score -780652.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -780829.375000 Penalty: 4440.106934
	Iteration 21Q: 3 clusters Score -780829.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -781013.937500 Penalty: 4440.106934
	Iteration 22Q: 3 clusters Score -781013.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -781196.812500 Penalty: 4440.106934
	Iteration 23Q: 3 clusters Score -781196.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -781350.625000 Penalty: 4440.106934
	Iteration 24Q: 3 clusters Score -781350.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -781476.062500 Penalty: 4440.106934
	Iteration 25Q: 3 clusters Score -781476.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -781568.375000 Penalty: 4440.106934
	Iteration 26Q: 3 clusters Score -781568.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -781646.875000 Penalty: 4440.106934
	Iteration 27Q: 3 clusters Score -781646.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -781698.187500 Penalty: 4440.106934
	Iteration 28Q: 3 clusters Score -781698.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -781736.687500 Penalty: 4440.106934
	Iteration 29Q: 3 clusters Score -781736.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -781762.937500 Penalty: 4440.106934
	Iteration 30Q: 3 clusters Score -781762.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -781778.062500 Penalty: 4440.106934
	Iteration 31Q: 3 clusters Score -781778.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -781787.937500 Penalty: 4440.106934
	Iteration 32Q: 3 clusters Score -781787.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -781794.500000 Penalty: 4440.106934
	Iteration 33Q: 3 clusters Score -781794.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -781799.437500 Penalty: 4440.106934
	Iteration 34Q: 3 clusters Score -781799.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -781807.250000 Penalty: 4440.106934
	Iteration 35Q: 3 clusters Score -781807.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -781816.250000 Penalty: 4440.106934
	Iteration 36Q: 3 clusters Score -781816.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -781825.375000 Penalty: 4440.106934
	Iteration 37Q: 3 clusters Score -781825.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -781829.625000 Penalty: 4440.106934
	Iteration 38Q: 3 clusters Score -781829.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -781836.125000 Penalty: 4440.106934
	Iteration 39Q: 3 clusters Score -781836.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -781844.250000 Penalty: 4440.106934
	Iteration 40F: 3 clusters Score -781844.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -781851.250000 Penalty: 4440.106934
	Iteration 41Q: 3 clusters Score -781851.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -781857.875000 Penalty: 4440.106934
	Iteration 42Q: 3 clusters Score -781857.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -781863.437500 Penalty: 4440.106934
	Iteration 43Q: 3 clusters Score -781863.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -781870.687500 Penalty: 4440.106934
	Iteration 44Q: 3 clusters Score -781870.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -781875.687500 Penalty: 4440.106934
	Iteration 45Q: 3 clusters Score -781875.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -781884.375000 Penalty: 4440.106934
	Iteration 46Q: 3 clusters Score -781884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -781886.562500 Penalty: 4440.106934
	Iteration 47Q: 3 clusters Score -781886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -781886.312500 Penalty: 4440.106934
	Iteration 48Q: 3 clusters Score -781886.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -781887.125000 Penalty: 4440.106934
	Iteration 49Q: 3 clusters Score -781887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -781888.062500 Penalty: 4440.106934
	Iteration 50Q: 3 clusters Score -781888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -781888.062500 Penalty: 4440.106934
	Iteration 51F: 3 clusters Score -781888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -191639.359375 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -191639.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -189006.625000 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -189006.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -189472.359375 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -189472.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -189610.671875 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -189610.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -189706.484375 Penalty: 3772.768311
	Iteration 3Q: 3 clusters Score -189706.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -189778.375000 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -189778.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -189842.875000 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -189842.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -189881.796875 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -189881.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -189919.109375 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -189919.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -189972.156250 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -189972.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -190021.421875 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -190021.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -190060.859375 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -190060.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -190097.953125 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -190098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -190125.343750 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -190125.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -190152.484375 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -190152.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -190177.593750 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -190177.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -190203.968750 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -190204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -190224.984375 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -190225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -190240.140625 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -190240.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -190253.140625 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -190253.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -190271.312500 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -190271.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -190287.015625 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -190287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -190298.890625 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -190298.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -190312.468750 Penalty: 3772.768311
	Iteration 22Q: 3 clusters Score -190312.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -190324.296875 Penalty: 3772.768311
	Iteration 23Q: 3 clusters Score -190324.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -190331.171875 Penalty: 3772.768311
	Iteration 24Q: 3 clusters Score -190331.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -190346.390625 Penalty: 3772.768311
	Iteration 25Q: 3 clusters Score -190346.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -190358.578125 Penalty: 3772.768311
	Iteration 26Q: 3 clusters Score -190358.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -190374.406250 Penalty: 3772.768311
	Iteration 27Q: 3 clusters Score -190374.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -190383.578125 Penalty: 3772.768311
	Iteration 28Q: 3 clusters Score -190383.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -190391.734375 Penalty: 3772.768311
	Iteration 29Q: 3 clusters Score -190391.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -190399.484375 Penalty: 3772.768311
	Iteration 30Q: 3 clusters Score -190399.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -190405.609375 Penalty: 3772.768311
	Iteration 31Q: 3 clusters Score -190405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -190416.640625 Penalty: 3772.768311
	Iteration 32Q: 3 clusters Score -190416.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190438.593750 Penalty: 3772.768311
	Iteration 33Q: 3 clusters Score -190438.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -190459.359375 Penalty: 3772.768311
	Iteration 34Q: 3 clusters Score -190459.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -190497.093750 Penalty: 3772.768311
	Iteration 35Q: 3 clusters Score -190497.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -190558.859375 Penalty: 3772.768311
	Iteration 36Q: 3 clusters Score -190558.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -190614.984375 Penalty: 3772.768311
	Iteration 37Q: 3 clusters Score -190615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -190672.000000 Penalty: 3772.768311
	Iteration 38Q: 3 clusters Score -190672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -190715.625000 Penalty: 3772.768311
	Iteration 39Q: 3 clusters Score -190715.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -190753.265625 Penalty: 3772.768311
	Iteration 40F: 3 clusters Score -190753.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -190793.250000 Penalty: 3772.768311
	Iteration 41Q: 3 clusters Score -190793.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -190811.859375 Penalty: 3772.768311
	Iteration 42Q: 3 clusters Score -190811.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -190822.718750 Penalty: 3772.768311
	Iteration 43Q: 3 clusters Score -190822.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -190828.109375 Penalty: 3772.768311
	Iteration 44Q: 3 clusters Score -190828.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -190836.765625 Penalty: 3772.768311
	Iteration 45Q: 3 clusters Score -190836.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -190841.703125 Penalty: 3772.768311
	Iteration 46Q: 3 clusters Score -190841.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -190845.750000 Penalty: 3772.768311
	Iteration 47Q: 3 clusters Score -190845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -190849.500000 Penalty: 3772.768311
	Iteration 48Q: 3 clusters Score -190849.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -190854.218750 Penalty: 3772.768311
	Iteration 49Q: 3 clusters Score -190854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -190857.484375 Penalty: 3772.768311
	Iteration 50Q: 3 clusters Score -190857.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -190859.843750 Penalty: 3772.768311
	Iteration 51Q: 3 clusters Score -190859.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -190866.000000 Penalty: 3772.768311
	Iteration 52Q: 3 clusters Score -190866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -190871.234375 Penalty: 3772.768311
	Iteration 53Q: 3 clusters Score -190871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -190873.390625 Penalty: 3772.768311
	Iteration 54Q: 3 clusters Score -190873.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -190874.781250 Penalty: 3772.768311
	Iteration 55Q: 3 clusters Score -190874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -190874.781250 Penalty: 3772.768311
	Iteration 56F: 3 clusters Score -190874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -283756.093750 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -283756.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -280459.406250 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -280459.4 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -281099.843750 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -281099.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -281285.468750 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -281285.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -281417.531250 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -281417.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -281591.375000 Penalty: 3979.031250
	Iteration 4Q: 3 clusters Score -281591.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -281786.937500 Penalty: 3979.031250
	Iteration 5Q: 3 clusters Score -281786.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -281966.250000 Penalty: 3979.031250
	Iteration 6Q: 3 clusters Score -281966.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -282082.531250 Penalty: 3979.031250
	Iteration 7Q: 3 clusters Score -282082.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -282158.687500 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -282158.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -282228.218750 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -282228.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -282280.125000 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -282280.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -282331.906250 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -282331.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -282391.031250 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -282391 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -282458.812500 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -282458.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -282531.843750 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -282531.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -282634.000000 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -282634 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -282789.437500 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -282789.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -282905.343750 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -282905.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -282993.937500 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -282993.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -283075.406250 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -283075.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -283166.031250 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -283166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -283229.125000 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -283229.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -283278.937500 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -283278.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -283306.937500 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -283306.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -283332.843750 Penalty: 3979.031250
	Iteration 24Q: 3 clusters Score -283332.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -283352.031250 Penalty: 3979.031250
	Iteration 25Q: 3 clusters Score -283352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -283363.312500 Penalty: 3979.031250
	Iteration 26Q: 3 clusters Score -283363.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -283370.656250 Penalty: 3979.031250
	Iteration 27Q: 3 clusters Score -283370.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -283375.031250 Penalty: 3979.031250
	Iteration 28Q: 3 clusters Score -283375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -283379.687500 Penalty: 3979.031250
	Iteration 29Q: 3 clusters Score -283379.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -283384.062500 Penalty: 3979.031250
	Iteration 30Q: 3 clusters Score -283384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -283385.812500 Penalty: 3979.031250
	Iteration 31Q: 3 clusters Score -283385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -283385.437500 Penalty: 3979.031250
	Iteration 32Q: 3 clusters Score -283385.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -283385.437500 Penalty: 3979.031250
	Iteration 33F: 3 clusters Score -283385.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8447 members 
Mstep: Class 5 contains 66253 members 
Mstep: Class 6 contains 7962 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 41860 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23927 members 
Mstep: Class 11 contains 66306 members 
Mstep: Class 12 contains 43138 members 
Mstep: Class 13 contains 197935 members 
Mstep: Class 14 contains 19565 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 78137 members 
Mstep: Class 18 contains 235320 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 182220 members 
Mstep: Class 21 contains 20423 members 
Mstep: Class 22 contains 43256 members 
Mstep: Class 23 contains 37059 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 9257 members 
Mstep: Class 26 contains 12546 members 
Mstep: Class 27 contains 7530 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 99261 members 
Mstep: Class 31 contains 283082 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149952.000000 Penalty: 124097.632812
Iteration 279Q: 36 clusters Score -1.5715e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8450 members 
Mstep: Class 5 contains 66256 members 
Mstep: Class 6 contains 7959 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 41864 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23920 members 
Mstep: Class 11 contains 66313 members 
Mstep: Class 12 contains 43139 members 
Mstep: Class 13 contains 197922 members 
Mstep: Class 14 contains 19574 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 78246 members 
Mstep: Class 18 contains 235122 members 
Mstep: Class 19 contains 22367 members 
Mstep: Class 20 contains 182356 members 
Mstep: Class 21 contains 20423 members 
Mstep: Class 22 contains 43261 members 
Mstep: Class 23 contains 37060 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9257 members 
Mstep: Class 26 contains 12546 members 
Mstep: Class 27 contains 7530 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 99238 members 
Mstep: Class 31 contains 283045 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7721 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150144.000000 Penalty: 124097.632812
Iteration 280F: 36 clusters Score -1.571501e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8454 members 
Mstep: Class 5 contains 66255 members 
Mstep: Class 6 contains 7957 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41862 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23916 members 
Mstep: Class 11 contains 66327 members 
Mstep: Class 12 contains 43146 members 
Mstep: Class 13 contains 197922 members 
Mstep: Class 14 contains 19577 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 78357 members 
Mstep: Class 18 contains 234920 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 182470 members 
Mstep: Class 21 contains 20422 members 
Mstep: Class 22 contains 43261 members 
Mstep: Class 23 contains 37054 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9258 members 
Mstep: Class 26 contains 12544 members 
Mstep: Class 27 contains 7530 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 99222 members 
Mstep: Class 31 contains 283025 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7720 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150112.000000 Penalty: 124097.632812
Iteration 281Q: 36 clusters Score -1.571501e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8455 members 
Mstep: Class 5 contains 66248 members 
Mstep: Class 6 contains 7957 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41864 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23912 members 
Mstep: Class 11 contains 66332 members 
Mstep: Class 12 contains 43148 members 
Mstep: Class 13 contains 197923 members 
Mstep: Class 14 contains 19581 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 78463 members 
Mstep: Class 18 contains 234753 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 182569 members 
Mstep: Class 21 contains 20420 members 
Mstep: Class 22 contains 43263 members 
Mstep: Class 23 contains 37060 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9258 members 
Mstep: Class 26 contains 12545 members 
Mstep: Class 27 contains 7530 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 99203 members 
Mstep: Class 31 contains 282996 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7719 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149840.000000 Penalty: 124097.632812
Iteration 282Q: 36 clusters Score -1.571498e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 66241 members 
Mstep: Class 6 contains 7957 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41865 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23910 members 
Mstep: Class 11 contains 66340 members 
Mstep: Class 12 contains 43159 members 
Mstep: Class 13 contains 197936 members 
Mstep: Class 14 contains 19582 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 78536 members 
Mstep: Class 18 contains 234589 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 182668 members 
Mstep: Class 21 contains 20418 members 
Mstep: Class 22 contains 43264 members 
Mstep: Class 23 contains 37062 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9258 members 
Mstep: Class 26 contains 12544 members 
Mstep: Class 27 contains 7527 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 99186 members 
Mstep: Class 31 contains 282978 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7719 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149856.000000 Penalty: 124097.632812
Iteration 283Q: 36 clusters Score -1.571499e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8461 members 
Mstep: Class 5 contains 66231 members 
Mstep: Class 6 contains 7957 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41863 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23907 members 
Mstep: Class 11 contains 66353 members 
Mstep: Class 12 contains 43166 members 
Mstep: Class 13 contains 197944 members 
Mstep: Class 14 contains 19579 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 78603 members 
Mstep: Class 18 contains 234453 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 182745 members 
Mstep: Class 21 contains 20417 members 
Mstep: Class 22 contains 43264 members 
Mstep: Class 23 contains 37068 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9258 members 
Mstep: Class 26 contains 12544 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 99178 members 
Mstep: Class 31 contains 282963 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7719 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149968.000000 Penalty: 124097.632812
Iteration 284Q: 36 clusters Score -1.5715e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8461 members 
Mstep: Class 5 contains 66225 members 
Mstep: Class 6 contains 7957 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41861 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23902 members 
Mstep: Class 11 contains 66363 members 
Mstep: Class 12 contains 43169 members 
Mstep: Class 13 contains 197945 members 
Mstep: Class 14 contains 19578 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 78674 members 
Mstep: Class 18 contains 234336 members 
Mstep: Class 19 contains 22367 members 
Mstep: Class 20 contains 182812 members 
Mstep: Class 21 contains 20416 members 
Mstep: Class 22 contains 43259 members 
Mstep: Class 23 contains 37068 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9257 members 
Mstep: Class 26 contains 12545 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 99175 members 
Mstep: Class 31 contains 282951 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7720 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150032.000000 Penalty: 124097.632812
Iteration 285Q: 36 clusters Score -1.5715e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 66215 members 
Mstep: Class 6 contains 7957 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41859 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23903 members 
Mstep: Class 11 contains 66371 members 
Mstep: Class 12 contains 43176 members 
Mstep: Class 13 contains 197950 members 
Mstep: Class 14 contains 19580 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 78747 members 
Mstep: Class 18 contains 234210 members 
Mstep: Class 19 contains 22367 members 
Mstep: Class 20 contains 182880 members 
Mstep: Class 21 contains 20414 members 
Mstep: Class 22 contains 43258 members 
Mstep: Class 23 contains 37066 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12545 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99173 members 
Mstep: Class 31 contains 282935 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150256.000000 Penalty: 124097.632812
Iteration 286Q: 36 clusters Score -1.571503e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8460 members 
Mstep: Class 5 contains 66215 members 
Mstep: Class 6 contains 7957 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41859 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23902 members 
Mstep: Class 11 contains 66378 members 
Mstep: Class 12 contains 43182 members 
Mstep: Class 13 contains 197947 members 
Mstep: Class 14 contains 19582 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 78800 members 
Mstep: Class 18 contains 234102 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 182943 members 
Mstep: Class 21 contains 20410 members 
Mstep: Class 22 contains 43259 members 
Mstep: Class 23 contains 37067 members 
Mstep: Class 24 contains 10817 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12546 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99164 members 
Mstep: Class 31 contains 282924 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150304.000000 Penalty: 124097.632812
Iteration 287Q: 36 clusters Score -1.571503e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 66216 members 
Mstep: Class 6 contains 7958 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41858 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23900 members 
Mstep: Class 11 contains 66383 members 
Mstep: Class 12 contains 43183 members 
Mstep: Class 13 contains 197932 members 
Mstep: Class 14 contains 19584 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 78866 members 
Mstep: Class 18 contains 233990 members 
Mstep: Class 19 contains 22370 members 
Mstep: Class 20 contains 183015 members 
Mstep: Class 21 contains 20407 members 
Mstep: Class 22 contains 43262 members 
Mstep: Class 23 contains 37060 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12548 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99153 members 
Mstep: Class 31 contains 282924 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150144.000000 Penalty: 124097.632812
Iteration 288Q: 36 clusters Score -1.571501e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8458 members 
Mstep: Class 5 contains 66213 members 
Mstep: Class 6 contains 7960 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41858 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23896 members 
Mstep: Class 11 contains 66393 members 
Mstep: Class 12 contains 43189 members 
Mstep: Class 13 contains 197933 members 
Mstep: Class 14 contains 19589 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 78928 members 
Mstep: Class 18 contains 233890 members 
Mstep: Class 19 contains 22370 members 
Mstep: Class 20 contains 183070 members 
Mstep: Class 21 contains 20408 members 
Mstep: Class 22 contains 43258 members 
Mstep: Class 23 contains 37049 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12547 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99147 members 
Mstep: Class 31 contains 282914 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150240.000000 Penalty: 124097.632812
Iteration 289Q: 36 clusters Score -1.571502e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8458 members 
Mstep: Class 5 contains 66213 members 
Mstep: Class 6 contains 7959 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41859 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23894 members 
Mstep: Class 11 contains 66398 members 
Mstep: Class 12 contains 43195 members 
Mstep: Class 13 contains 197921 members 
Mstep: Class 14 contains 19590 members 
Mstep: Class 15 contains 10898 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 78985 members 
Mstep: Class 18 contains 233805 members 
Mstep: Class 19 contains 22370 members 
Mstep: Class 20 contains 183111 members 
Mstep: Class 21 contains 20410 members 
Mstep: Class 22 contains 43261 members 
Mstep: Class 23 contains 37048 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12546 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 99144 members 
Mstep: Class 31 contains 282905 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150288.000000 Penalty: 124097.632812
Iteration 290Q: 36 clusters Score -1.571503e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8458 members 
Mstep: Class 5 contains 66220 members 
Mstep: Class 6 contains 7957 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41859 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23890 members 
Mstep: Class 11 contains 66407 members 
Mstep: Class 12 contains 43197 members 
Mstep: Class 13 contains 197916 members 
Mstep: Class 14 contains 19593 members 
Mstep: Class 15 contains 10898 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 79026 members 
Mstep: Class 18 contains 233719 members 
Mstep: Class 19 contains 22370 members 
Mstep: Class 20 contains 183153 members 
Mstep: Class 21 contains 20408 members 
Mstep: Class 22 contains 43261 members 
Mstep: Class 23 contains 37054 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12546 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 99134 members 
Mstep: Class 31 contains 282904 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150304.000000 Penalty: 124097.632812
Iteration 291Q: 36 clusters Score -1.571503e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8458 members 
Mstep: Class 5 contains 66217 members 
Mstep: Class 6 contains 7957 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41861 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23888 members 
Mstep: Class 11 contains 66415 members 
Mstep: Class 12 contains 43199 members 
Mstep: Class 13 contains 197930 members 
Mstep: Class 14 contains 19597 members 
Mstep: Class 15 contains 10898 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 79068 members 
Mstep: Class 18 contains 233637 members 
Mstep: Class 19 contains 22370 members 
Mstep: Class 20 contains 183190 members 
Mstep: Class 21 contains 20406 members 
Mstep: Class 22 contains 43259 members 
Mstep: Class 23 contains 37053 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12546 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 99123 members 
Mstep: Class 31 contains 282899 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150320.000000 Penalty: 124097.632812
Iteration 292Q: 36 clusters Score -1.571503e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8458 members 
Mstep: Class 5 contains 66218 members 
Mstep: Class 6 contains 7957 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41860 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23885 members 
Mstep: Class 11 contains 66425 members 
Mstep: Class 12 contains 43203 members 
Mstep: Class 13 contains 197926 members 
Mstep: Class 14 contains 19599 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 79120 members 
Mstep: Class 18 contains 233548 members 
Mstep: Class 19 contains 22370 members 
Mstep: Class 20 contains 183234 members 
Mstep: Class 21 contains 20405 members 
Mstep: Class 22 contains 43261 members 
Mstep: Class 23 contains 37054 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12546 members 
Mstep: Class 27 contains 7527 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 99118 members 
Mstep: Class 31 contains 282884 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150224.000000 Penalty: 124097.632812
Iteration 293Q: 36 clusters Score -1.571502e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8458 members 
Mstep: Class 5 contains 66220 members 
Mstep: Class 6 contains 7956 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41862 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23884 members 
Mstep: Class 11 contains 66434 members 
Mstep: Class 12 contains 43206 members 
Mstep: Class 13 contains 197920 members 
Mstep: Class 14 contains 19597 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 79165 members 
Mstep: Class 18 contains 233468 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 183280 members 
Mstep: Class 21 contains 20406 members 
Mstep: Class 22 contains 43263 members 
Mstep: Class 23 contains 37057 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12546 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 99112 members 
Mstep: Class 31 contains 282867 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150160.000000 Penalty: 124097.632812
Iteration 294Q: 36 clusters Score -1.571502e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 66216 members 
Mstep: Class 6 contains 7956 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41863 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23882 members 
Mstep: Class 11 contains 66438 members 
Mstep: Class 12 contains 43206 members 
Mstep: Class 13 contains 197928 members 
Mstep: Class 14 contains 19601 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 79202 members 
Mstep: Class 18 contains 233393 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 183316 members 
Mstep: Class 21 contains 20404 members 
Mstep: Class 22 contains 43262 members 
Mstep: Class 23 contains 37063 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12547 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99108 members 
Mstep: Class 31 contains 282856 members 
Mstep: Class 32 contains 5192 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150304.000000 Penalty: 124097.632812
Iteration 295Q: 36 clusters Score -1.571503e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 66215 members 
Mstep: Class 6 contains 7956 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 41864 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23881 members 
Mstep: Class 11 contains 66445 members 
Mstep: Class 12 contains 43209 members 
Mstep: Class 13 contains 197932 members 
Mstep: Class 14 contains 19605 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 79230 members 
Mstep: Class 18 contains 233317 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 183360 members 
Mstep: Class 21 contains 20403 members 
Mstep: Class 22 contains 43259 members 
Mstep: Class 23 contains 37062 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12546 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99107 members 
Mstep: Class 31 contains 282847 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7724 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150320.000000 Penalty: 124097.632812
Iteration 296Q: 36 clusters Score -1.571503e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8458 members 
Mstep: Class 5 contains 66215 members 
Mstep: Class 6 contains 7956 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41865 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23882 members 
Mstep: Class 11 contains 66453 members 
Mstep: Class 12 contains 43210 members 
Mstep: Class 13 contains 197928 members 
Mstep: Class 14 contains 19608 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 79253 members 
Mstep: Class 18 contains 233261 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 183387 members 
Mstep: Class 21 contains 20403 members 
Mstep: Class 22 contains 43258 members 
Mstep: Class 23 contains 37068 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12547 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99106 members 
Mstep: Class 31 contains 282840 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150384.000000 Penalty: 124097.632812
Iteration 297Q: 36 clusters Score -1.571504e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 66216 members 
Mstep: Class 6 contains 7956 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41866 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23882 members 
Mstep: Class 11 contains 66460 members 
Mstep: Class 12 contains 43214 members 
Mstep: Class 13 contains 197918 members 
Mstep: Class 14 contains 19608 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 79275 members 
Mstep: Class 18 contains 233218 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 183411 members 
Mstep: Class 21 contains 20404 members 
Mstep: Class 22 contains 43257 members 
Mstep: Class 23 contains 37066 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12548 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99101 members 
Mstep: Class 31 contains 282837 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7727 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150352.000000 Penalty: 124097.632812
Iteration 298Q: 36 clusters Score -1.571504e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 66214 members 
Mstep: Class 6 contains 7956 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41867 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23882 members 
Mstep: Class 11 contains 66471 members 
Mstep: Class 12 contains 43216 members 
Mstep: Class 13 contains 197906 members 
Mstep: Class 14 contains 19609 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79298 members 
Mstep: Class 18 contains 233172 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 183441 members 
Mstep: Class 21 contains 20403 members 
Mstep: Class 22 contains 43257 members 
Mstep: Class 23 contains 37067 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 12552 members 
Mstep: Class 27 contains 7529 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99097 members 
Mstep: Class 31 contains 282830 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150448.000000 Penalty: 124097.632812
Iteration 299Q: 36 clusters Score -1.571504e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 66211 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41864 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23881 members 
Mstep: Class 11 contains 66477 members 
Mstep: Class 12 contains 43217 members 
Mstep: Class 13 contains 197902 members 
Mstep: Class 14 contains 19613 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79330 members 
Mstep: Class 18 contains 233126 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 183469 members 
Mstep: Class 21 contains 20398 members 
Mstep: Class 22 contains 43257 members 
Mstep: Class 23 contains 37070 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12553 members 
Mstep: Class 27 contains 7529 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99093 members 
Mstep: Class 31 contains 282822 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150464.000000 Penalty: 124097.632812
Iteration 300F: 36 clusters Score -1.571505e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8460 members 
Mstep: Class 5 contains 66210 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41865 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23880 members 
Mstep: Class 11 contains 66484 members 
Mstep: Class 12 contains 43218 members 
Mstep: Class 13 contains 197909 members 
Mstep: Class 14 contains 19618 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79356 members 
Mstep: Class 18 contains 233074 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 183491 members 
Mstep: Class 21 contains 20393 members 
Mstep: Class 22 contains 43256 members 
Mstep: Class 23 contains 37071 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 9254 members 
Mstep: Class 26 contains 12554 members 
Mstep: Class 27 contains 7529 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99089 members 
Mstep: Class 31 contains 282815 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150432.000000 Penalty: 124097.632812
Iteration 301Q: 36 clusters Score -1.571504e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8460 members 
Mstep: Class 5 contains 66212 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41867 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23879 members 
Mstep: Class 11 contains 66484 members 
Mstep: Class 12 contains 43220 members 
Mstep: Class 13 contains 197902 members 
Mstep: Class 14 contains 19627 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79373 members 
Mstep: Class 18 contains 233038 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 183514 members 
Mstep: Class 21 contains 20390 members 
Mstep: Class 22 contains 43255 members 
Mstep: Class 23 contains 37070 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 9252 members 
Mstep: Class 26 contains 12554 members 
Mstep: Class 27 contains 7529 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99086 members 
Mstep: Class 31 contains 282815 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150432.000000 Penalty: 124097.632812
Iteration 302Q: 36 clusters Score -1.571504e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8460 members 
Mstep: Class 5 contains 66212 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41869 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23878 members 
Mstep: Class 11 contains 66487 members 
Mstep: Class 12 contains 43222 members 
Mstep: Class 13 contains 197900 members 
Mstep: Class 14 contains 19631 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79389 members 
Mstep: Class 18 contains 233002 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 183538 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 43251 members 
Mstep: Class 23 contains 37072 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12554 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99082 members 
Mstep: Class 31 contains 282813 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150400.000000 Penalty: 124097.632812
Iteration 303Q: 36 clusters Score -1.571504e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8461 members 
Mstep: Class 5 contains 66210 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41869 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23879 members 
Mstep: Class 11 contains 66493 members 
Mstep: Class 12 contains 43220 members 
Mstep: Class 13 contains 197904 members 
Mstep: Class 14 contains 19635 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79403 members 
Mstep: Class 18 contains 232976 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 183559 members 
Mstep: Class 21 contains 20382 members 
Mstep: Class 22 contains 43248 members 
Mstep: Class 23 contains 37071 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12555 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99079 members 
Mstep: Class 31 contains 282804 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150352.000000 Penalty: 124097.632812
Iteration 304Q: 36 clusters Score -1.571504e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8460 members 
Mstep: Class 5 contains 66208 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41869 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23879 members 
Mstep: Class 11 contains 66501 members 
Mstep: Class 12 contains 43218 members 
Mstep: Class 13 contains 197902 members 
Mstep: Class 14 contains 19639 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79418 members 
Mstep: Class 18 contains 232950 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 183583 members 
Mstep: Class 21 contains 20380 members 
Mstep: Class 22 contains 43247 members 
Mstep: Class 23 contains 37068 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12555 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99075 members 
Mstep: Class 31 contains 282796 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150352.000000 Penalty: 124097.632812
Iteration 305Q: 36 clusters Score -1.571504e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 66205 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41869 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23878 members 
Mstep: Class 11 contains 66504 members 
Mstep: Class 12 contains 43218 members 
Mstep: Class 13 contains 197904 members 
Mstep: Class 14 contains 19643 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79431 members 
Mstep: Class 18 contains 232924 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 183609 members 
Mstep: Class 21 contains 20377 members 
Mstep: Class 22 contains 43247 members 
Mstep: Class 23 contains 37065 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12556 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99071 members 
Mstep: Class 31 contains 282787 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150256.000000 Penalty: 124097.632812
Iteration 306Q: 36 clusters Score -1.571503e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8462 members 
Mstep: Class 5 contains 66203 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41871 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23878 members 
Mstep: Class 11 contains 66508 members 
Mstep: Class 12 contains 43220 members 
Mstep: Class 13 contains 197905 members 
Mstep: Class 14 contains 19644 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79453 members 
Mstep: Class 18 contains 232897 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 183624 members 
Mstep: Class 21 contains 20377 members 
Mstep: Class 22 contains 43245 members 
Mstep: Class 23 contains 37061 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12556 members 
Mstep: Class 27 contains 7528 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 99064 members 
Mstep: Class 31 contains 282780 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150416.000000 Penalty: 124097.632812
Iteration 307Q: 36 clusters Score -1.571504e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8465 members 
Mstep: Class 5 contains 66202 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41872 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23878 members 
Mstep: Class 11 contains 66514 members 
Mstep: Class 12 contains 43223 members 
Mstep: Class 13 contains 197907 members 
Mstep: Class 14 contains 19646 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79478 members 
Mstep: Class 18 contains 232862 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183639 members 
Mstep: Class 21 contains 20376 members 
Mstep: Class 22 contains 43246 members 
Mstep: Class 23 contains 37057 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 9251 members 
Mstep: Class 26 contains 12556 members 
Mstep: Class 27 contains 7527 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99059 members 
Mstep: Class 31 contains 282769 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150432.000000 Penalty: 124097.632812
Iteration 308Q: 36 clusters Score -1.571504e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8467 members 
Mstep: Class 5 contains 66202 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41872 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23878 members 
Mstep: Class 11 contains 66514 members 
Mstep: Class 12 contains 43224 members 
Mstep: Class 13 contains 197910 members 
Mstep: Class 14 contains 19646 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79501 members 
Mstep: Class 18 contains 232837 members 
Mstep: Class 19 contains 22364 members 
Mstep: Class 20 contains 183648 members 
Mstep: Class 21 contains 20376 members 
Mstep: Class 22 contains 43250 members 
Mstep: Class 23 contains 37060 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12556 members 
Mstep: Class 27 contains 7527 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99050 members 
Mstep: Class 31 contains 282761 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150608.000000 Penalty: 124097.632812
Iteration 309Q: 36 clusters Score -1.571506e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8467 members 
Mstep: Class 5 contains 66204 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41872 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23878 members 
Mstep: Class 11 contains 66517 members 
Mstep: Class 12 contains 43224 members 
Mstep: Class 13 contains 197911 members 
Mstep: Class 14 contains 19646 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79514 members 
Mstep: Class 18 contains 232803 members 
Mstep: Class 19 contains 22364 members 
Mstep: Class 20 contains 183663 members 
Mstep: Class 21 contains 20375 members 
Mstep: Class 22 contains 43252 members 
Mstep: Class 23 contains 37061 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12556 members 
Mstep: Class 27 contains 7527 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99047 members 
Mstep: Class 31 contains 282762 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150592.000000 Penalty: 124097.632812
Iteration 310Q: 36 clusters Score -1.571506e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8467 members 
Mstep: Class 5 contains 66206 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41873 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23878 members 
Mstep: Class 11 contains 66526 members 
Mstep: Class 12 contains 43224 members 
Mstep: Class 13 contains 197904 members 
Mstep: Class 14 contains 19648 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79531 members 
Mstep: Class 18 contains 232765 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183676 members 
Mstep: Class 21 contains 20375 members 
Mstep: Class 22 contains 43254 members 
Mstep: Class 23 contains 37061 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12556 members 
Mstep: Class 27 contains 7527 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99045 members 
Mstep: Class 31 contains 282762 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150544.000000 Penalty: 124097.632812
Iteration 311Q: 36 clusters Score -1.571505e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8467 members 
Mstep: Class 5 contains 66205 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41873 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23878 members 
Mstep: Class 11 contains 66528 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 197896 members 
Mstep: Class 14 contains 19650 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79548 members 
Mstep: Class 18 contains 232744 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183690 members 
Mstep: Class 21 contains 20375 members 
Mstep: Class 22 contains 43253 members 
Mstep: Class 23 contains 37064 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12556 members 
Mstep: Class 27 contains 7527 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99041 members 
Mstep: Class 31 contains 282757 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150544.000000 Penalty: 124097.632812
Iteration 312Q: 36 clusters Score -1.571505e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8468 members 
Mstep: Class 5 contains 66205 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41873 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23878 members 
Mstep: Class 11 contains 66529 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 197896 members 
Mstep: Class 14 contains 19650 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79561 members 
Mstep: Class 18 contains 232725 members 
Mstep: Class 19 contains 22364 members 
Mstep: Class 20 contains 183699 members 
Mstep: Class 21 contains 20374 members 
Mstep: Class 22 contains 43255 members 
Mstep: Class 23 contains 37064 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12556 members 
Mstep: Class 27 contains 7527 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99040 members 
Mstep: Class 31 contains 282754 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150528.000000 Penalty: 124097.632812
Iteration 313Q: 36 clusters Score -1.571505e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8468 members 
Mstep: Class 5 contains 66207 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41873 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23877 members 
Mstep: Class 11 contains 66530 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 197894 members 
Mstep: Class 14 contains 19650 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79569 members 
Mstep: Class 18 contains 232712 members 
Mstep: Class 19 contains 22362 members 
Mstep: Class 20 contains 183702 members 
Mstep: Class 21 contains 20374 members 
Mstep: Class 22 contains 43256 members 
Mstep: Class 23 contains 37065 members 
Mstep: Class 24 contains 10806 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12557 members 
Mstep: Class 27 contains 7527 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99038 members 
Mstep: Class 31 contains 282756 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150592.000000 Penalty: 124097.632812
Iteration 314Q: 36 clusters Score -1.571506e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8468 members 
Mstep: Class 5 contains 66206 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41873 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23877 members 
Mstep: Class 11 contains 66530 members 
Mstep: Class 12 contains 43226 members 
Mstep: Class 13 contains 197896 members 
Mstep: Class 14 contains 19649 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79573 members 
Mstep: Class 18 contains 232704 members 
Mstep: Class 19 contains 22362 members 
Mstep: Class 20 contains 183704 members 
Mstep: Class 21 contains 20374 members 
Mstep: Class 22 contains 43257 members 
Mstep: Class 23 contains 37065 members 
Mstep: Class 24 contains 10806 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12558 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99039 members 
Mstep: Class 31 contains 282756 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150688.000000 Penalty: 124097.632812
Iteration 315Q: 36 clusters Score -1.571507e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8468 members 
Mstep: Class 5 contains 66206 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41873 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23876 members 
Mstep: Class 11 contains 66530 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 197894 members 
Mstep: Class 14 contains 19649 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79576 members 
Mstep: Class 18 contains 232696 members 
Mstep: Class 19 contains 22362 members 
Mstep: Class 20 contains 183709 members 
Mstep: Class 21 contains 20374 members 
Mstep: Class 22 contains 43257 members 
Mstep: Class 23 contains 37066 members 
Mstep: Class 24 contains 10806 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12559 members 
Mstep: Class 27 contains 7525 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99038 members 
Mstep: Class 31 contains 282758 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150736.000000 Penalty: 124097.632812
Iteration 316Q: 36 clusters Score -1.571507e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8468 members 
Mstep: Class 5 contains 66206 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41874 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23876 members 
Mstep: Class 11 contains 66532 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 197892 members 
Mstep: Class 14 contains 19649 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79576 members 
Mstep: Class 18 contains 232693 members 
Mstep: Class 19 contains 22362 members 
Mstep: Class 20 contains 183711 members 
Mstep: Class 21 contains 20375 members 
Mstep: Class 22 contains 43258 members 
Mstep: Class 23 contains 37069 members 
Mstep: Class 24 contains 10806 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12560 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99037 members 
Mstep: Class 31 contains 282755 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150720.000000 Penalty: 124097.632812
Iteration 317Q: 36 clusters Score -1.571507e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8468 members 
Mstep: Class 5 contains 66205 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41875 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23877 members 
Mstep: Class 11 contains 66533 members 
Mstep: Class 12 contains 43224 members 
Mstep: Class 13 contains 197892 members 
Mstep: Class 14 contains 19649 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79575 members 
Mstep: Class 18 contains 232690 members 
Mstep: Class 19 contains 22362 members 
Mstep: Class 20 contains 183716 members 
Mstep: Class 21 contains 20376 members 
Mstep: Class 22 contains 43258 members 
Mstep: Class 23 contains 37066 members 
Mstep: Class 24 contains 10806 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12560 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99037 members 
Mstep: Class 31 contains 282758 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150736.000000 Penalty: 124097.632812
Iteration 318Q: 36 clusters Score -1.571507e+08 nChanged 13
Entering ConstructFrom: 
Score: -157150736.000000 Penalty: 124097.632812
Entering ConstructFrom: 
Trying to split cluster 1 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -417700.000000 Penalty: 2079.544678
	Iteration 0F: 2 clusters Score -417700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -413608.375000 Penalty: 4159.089355
	Iteration 0F: 3 clusters Score -413608.4 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -414677.687500 Penalty: 4159.089355
	Iteration 1F: 3 clusters Score -414677.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -415046.125000 Penalty: 4159.089355
	Iteration 2F: 3 clusters Score -415046.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -415423.656250 Penalty: 4159.089355
	Iteration 3F: 3 clusters Score -415423.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -415827.625000 Penalty: 4159.089355
	Iteration 4F: 3 clusters Score -415827.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -416151.375000 Penalty: 4159.089355
	Iteration 5F: 3 clusters Score -416151.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -416361.968750 Penalty: 4159.089355
	Iteration 6Q: 3 clusters Score -416362 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -416501.625000 Penalty: 4159.089355
	Iteration 7Q: 3 clusters Score -416501.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -416579.781250 Penalty: 4159.089355
	Iteration 8Q: 3 clusters Score -416579.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -416633.968750 Penalty: 4159.089355
	Iteration 9Q: 3 clusters Score -416634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -416664.593750 Penalty: 4159.089355
	Iteration 10Q: 3 clusters Score -416664.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -416681.750000 Penalty: 4159.089355
	Iteration 11Q: 3 clusters Score -416681.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -416695.781250 Penalty: 4159.089355
	Iteration 12Q: 3 clusters Score -416695.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -416709.625000 Penalty: 4159.089355
	Iteration 13Q: 3 clusters Score -416709.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -416718.593750 Penalty: 4159.089355
	Iteration 14Q: 3 clusters Score -416718.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -416723.781250 Penalty: 4159.089355
	Iteration 15Q: 3 clusters Score -416723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -416725.343750 Penalty: 4159.089355
	Iteration 16Q: 3 clusters Score -416725.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -416726.375000 Penalty: 4159.089355
	Iteration 17Q: 3 clusters Score -416726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -416727.718750 Penalty: 4159.089355
	Iteration 18Q: 3 clusters Score -416727.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -416727.781250 Penalty: 4159.089355
	Iteration 19Q: 3 clusters Score -416727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -416729.781250 Penalty: 4159.089355
	Iteration 20F: 3 clusters Score -416729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -416733.250000 Penalty: 4159.089355
	Iteration 21Q: 3 clusters Score -416733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -416734.843750 Penalty: 4159.089355
	Iteration 22Q: 3 clusters Score -416734.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -416736.781250 Penalty: 4159.089355
	Iteration 23Q: 3 clusters Score -416736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -416737.375000 Penalty: 4159.089355
	Iteration 24Q: 3 clusters Score -416737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -416737.375000 Penalty: 4159.089355
	Iteration 25F: 3 clusters Score -416737.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Entering Unmasked Estep 
Score: -402129.000000 Penalty: 2102.604736
	Iteration 0F: 2 clusters Score -402129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -397809.125000 Penalty: 4205.209473
	Iteration 0F: 3 clusters Score -397809.1 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -398987.093750 Penalty: 4205.209473
	Iteration 1F: 3 clusters Score -398987.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -399368.656250 Penalty: 4205.209473
	Iteration 2F: 3 clusters Score -399368.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -399683.500000 Penalty: 4205.209473
	Iteration 3F: 3 clusters Score -399683.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -399926.906250 Penalty: 4205.209473
	Iteration 4F: 3 clusters Score -399926.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -400095.375000 Penalty: 4205.209473
	Iteration 5Q: 3 clusters Score -400095.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -400246.062500 Penalty: 4205.209473
	Iteration 6Q: 3 clusters Score -400246.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -400367.343750 Penalty: 4205.209473
	Iteration 7Q: 3 clusters Score -400367.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -400455.687500 Penalty: 4205.209473
	Iteration 8Q: 3 clusters Score -400455.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -400526.656250 Penalty: 4205.209473
	Iteration 9Q: 3 clusters Score -400526.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -400564.406250 Penalty: 4205.209473
	Iteration 10Q: 3 clusters Score -400564.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -400588.562500 Penalty: 4205.209473
	Iteration 11Q: 3 clusters Score -400588.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -400609.031250 Penalty: 4205.209473
	Iteration 12Q: 3 clusters Score -400609 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -400627.468750 Penalty: 4205.209473
	Iteration 13Q: 3 clusters Score -400627.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -400642.437500 Penalty: 4205.209473
	Iteration 14Q: 3 clusters Score -400642.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -400656.406250 Penalty: 4205.209473
	Iteration 15Q: 3 clusters Score -400656.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -400669.250000 Penalty: 4205.209473
	Iteration 16Q: 3 clusters Score -400669.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -400686.843750 Penalty: 4205.209473
	Iteration 17Q: 3 clusters Score -400686.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -400712.062500 Penalty: 4205.209473
	Iteration 18Q: 3 clusters Score -400712.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -400742.937500 Penalty: 4205.209473
	Iteration 19Q: 3 clusters Score -400742.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -400770.750000 Penalty: 4205.209473
	Iteration 20F: 3 clusters Score -400770.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -400796.156250 Penalty: 4205.209473
	Iteration 21Q: 3 clusters Score -400796.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -400821.468750 Penalty: 4205.209473
	Iteration 22Q: 3 clusters Score -400821.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -400846.375000 Penalty: 4205.209473
	Iteration 23Q: 3 clusters Score -400846.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -400863.375000 Penalty: 4205.209473
	Iteration 24Q: 3 clusters Score -400863.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -400878.312500 Penalty: 4205.209473
	Iteration 25Q: 3 clusters Score -400878.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -400891.375000 Penalty: 4205.209473
	Iteration 26Q: 3 clusters Score -400891.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -400904.156250 Penalty: 4205.209473
	Iteration 27Q: 3 clusters Score -400904.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -400922.187500 Penalty: 4205.209473
	Iteration 28Q: 3 clusters Score -400922.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -400943.687500 Penalty: 4205.209473
	Iteration 29Q: 3 clusters Score -400943.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -400969.062500 Penalty: 4205.209473
	Iteration 30Q: 3 clusters Score -400969.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -400992.031250 Penalty: 4205.209473
	Iteration 31Q: 3 clusters Score -400992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -401020.031250 Penalty: 4205.209473
	Iteration 32Q: 3 clusters Score -401020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -401060.687500 Penalty: 4205.209473
	Iteration 33Q: 3 clusters Score -401060.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -401090.125000 Penalty: 4205.209473
	Iteration 34Q: 3 clusters Score -401090.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -401122.312500 Penalty: 4205.209473
	Iteration 35Q: 3 clusters Score -401122.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -401157.187500 Penalty: 4205.209473
	Iteration 36Q: 3 clusters Score -401157.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -401193.375000 Penalty: 4205.209473
	Iteration 37Q: 3 clusters Score -401193.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -401217.343750 Penalty: 4205.209473
	Iteration 38Q: 3 clusters Score -401217.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -401233.531250 Penalty: 4205.209473
	Iteration 39Q: 3 clusters Score -401233.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -401243.718750 Penalty: 4205.209473
	Iteration 40F: 3 clusters Score -401243.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -401249.843750 Penalty: 4205.209473
	Iteration 41Q: 3 clusters Score -401249.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -401257.937500 Penalty: 4205.209473
	Iteration 42Q: 3 clusters Score -401257.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -401267.281250 Penalty: 4205.209473
	Iteration 43Q: 3 clusters Score -401267.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -401274.250000 Penalty: 4205.209473
	Iteration 44Q: 3 clusters Score -401274.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -401277.906250 Penalty: 4205.209473
	Iteration 45Q: 3 clusters Score -401277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -401279.937500 Penalty: 4205.209473
	Iteration 46Q: 3 clusters Score -401279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -401280.531250 Penalty: 4205.209473
	Iteration 47Q: 3 clusters Score -401280.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -401280.656250 Penalty: 4205.209473
	Iteration 48Q: 3 clusters Score -401280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -401280.656250 Penalty: 4205.209473
	Iteration 49F: 3 clusters Score -401280.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -129754.343750 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -129754.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -127618.140625 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -127618.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -128002.570312 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -128002.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -128121.281250 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -128121.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -128187.140625 Penalty: 3592.782471
	Iteration 3Q: 3 clusters Score -128187.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -128246.875000 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -128246.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -128279.023438 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -128279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128316.671875 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -128316.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128354.851562 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -128354.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128392.656250 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -128392.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128426.218750 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -128426.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -128457.148438 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -128457.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -128485.000000 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -128485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -128504.812500 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -128504.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -128521.421875 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -128521.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -128530.804688 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -128530.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -128539.890625 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -128539.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -128546.390625 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -128546.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -128552.617188 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -128552.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -128559.500000 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -128559.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -128569.218750 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -128569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -128572.960938 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -128573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -128580.218750 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -128580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -128583.179688 Penalty: 3592.782471
	Iteration 22Q: 3 clusters Score -128583.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -128586.625000 Penalty: 3592.782471
	Iteration 23Q: 3 clusters Score -128586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -128591.210938 Penalty: 3592.782471
	Iteration 24Q: 3 clusters Score -128591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -128593.265625 Penalty: 3592.782471
	Iteration 25Q: 3 clusters Score -128593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -128595.000000 Penalty: 3592.782471
	Iteration 26Q: 3 clusters Score -128595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -128598.023438 Penalty: 3592.782471
	Iteration 27Q: 3 clusters Score -128598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -128600.195312 Penalty: 3592.782471
	Iteration 28Q: 3 clusters Score -128600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -128600.664062 Penalty: 3592.782471
	Iteration 29Q: 3 clusters Score -128600.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -128600.664062 Penalty: 3592.782471
	Iteration 30F: 3 clusters Score -128600.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Entering Unmasked Estep 
Score: -846952.687500 Penalty: 2242.924316
	Iteration 0F: 2 clusters Score -846952.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -840197.062500 Penalty: 4485.848633
	Iteration 0F: 3 clusters Score -840197.1 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -842035.875000 Penalty: 4485.848633
	Iteration 1F: 3 clusters Score -842035.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -842298.187500 Penalty: 4485.848633
	Iteration 2F: 3 clusters Score -842298.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -842495.437500 Penalty: 4485.848633
	Iteration 3F: 3 clusters Score -842495.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -842678.437500 Penalty: 4485.848633
	Iteration 4Q: 3 clusters Score -842678.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -842856.687500 Penalty: 4485.848633
	Iteration 5Q: 3 clusters Score -842856.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -843037.750000 Penalty: 4485.848633
	Iteration 6Q: 3 clusters Score -843037.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -843236.250000 Penalty: 4485.848633
	Iteration 7Q: 3 clusters Score -843236.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -843454.250000 Penalty: 4485.848633
	Iteration 8Q: 3 clusters Score -843454.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -843700.625000 Penalty: 4485.848633
	Iteration 9Q: 3 clusters Score -843700.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -843956.000000 Penalty: 4485.848633
	Iteration 10Q: 3 clusters Score -843956 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -844223.437500 Penalty: 4485.848633
	Iteration 11Q: 3 clusters Score -844223.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -844463.625000 Penalty: 4485.848633
	Iteration 12Q: 3 clusters Score -844463.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -844650.562500 Penalty: 4485.848633
	Iteration 13Q: 3 clusters Score -844650.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -844778.187500 Penalty: 4485.848633
	Iteration 14Q: 3 clusters Score -844778.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -844885.187500 Penalty: 4485.848633
	Iteration 15Q: 3 clusters Score -844885.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -844956.250000 Penalty: 4485.848633
	Iteration 16Q: 3 clusters Score -844956.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -845021.562500 Penalty: 4485.848633
	Iteration 17Q: 3 clusters Score -845021.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -845063.125000 Penalty: 4485.848633
	Iteration 18Q: 3 clusters Score -845063.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -845097.562500 Penalty: 4485.848633
	Iteration 19Q: 3 clusters Score -845097.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -845134.125000 Penalty: 4485.848633
	Iteration 20F: 3 clusters Score -845134.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -845162.250000 Penalty: 4485.848633
	Iteration 21Q: 3 clusters Score -845162.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -845178.250000 Penalty: 4485.848633
	Iteration 22Q: 3 clusters Score -845178.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -845194.500000 Penalty: 4485.848633
	Iteration 23Q: 3 clusters Score -845194.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -845207.062500 Penalty: 4485.848633
	Iteration 24Q: 3 clusters Score -845207.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -845222.375000 Penalty: 4485.848633
	Iteration 25Q: 3 clusters Score -845222.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -845234.500000 Penalty: 4485.848633
	Iteration 26Q: 3 clusters Score -845234.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -845245.000000 Penalty: 4485.848633
	Iteration 27Q: 3 clusters Score -845245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -845257.437500 Penalty: 4485.848633
	Iteration 28Q: 3 clusters Score -845257.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -845267.687500 Penalty: 4485.848633
	Iteration 29Q: 3 clusters Score -845267.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -845268.687500 Penalty: 4485.848633
	Iteration 30Q: 3 clusters Score -845268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -845268.875000 Penalty: 4485.848633
	Iteration 31Q: 3 clusters Score -845268.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -845270.687500 Penalty: 4485.848633
	Iteration 32Q: 3 clusters Score -845270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -845271.437500 Penalty: 4485.848633
	Iteration 33Q: 3 clusters Score -845271.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -845271.437500 Penalty: 4485.848633
	Iteration 34F: 3 clusters Score -845271.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Entering Unmasked Estep 
Score: -6730886.500000 Penalty: 2752.919189
	Iteration 0F: 2 clusters Score -6730886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -6686318.000000 Penalty: 5505.838379
	Iteration 0F: 3 clusters Score -6686318 nChanged 30952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -6703746.500000 Penalty: 5505.838379
	Iteration 1F: 3 clusters Score -6703746 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -6704359.000000 Penalty: 5505.838379
	Iteration 2Q: 3 clusters Score -6704359 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -6704988.000000 Penalty: 5505.838379
	Iteration 3Q: 3 clusters Score -6704988 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -6705644.000000 Penalty: 5505.838379
	Iteration 4Q: 3 clusters Score -6705644 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -6706506.000000 Penalty: 5505.838379
	Iteration 5Q: 3 clusters Score -6706506 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -6707812.500000 Penalty: 5505.838379
	Iteration 6Q: 3 clusters Score -6707812 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -6709783.000000 Penalty: 5505.838379
	Iteration 7F: 3 clusters Score -6709783 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -6713001.000000 Penalty: 5505.838379
	Iteration 8F: 3 clusters Score -6713001 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -6717209.000000 Penalty: 5505.838379
	Iteration 9F: 3 clusters Score -6717209 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -6721659.500000 Penalty: 5505.838379
	Iteration 10F: 3 clusters Score -6721660 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -6725106.500000 Penalty: 5505.838379
	Iteration 11F: 3 clusters Score -6725106 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -6727021.500000 Penalty: 5505.838379
	Iteration 12Q: 3 clusters Score -6727022 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -6727870.500000 Penalty: 5505.838379
	Iteration 13Q: 3 clusters Score -6727870 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -6728258.000000 Penalty: 5505.838379
	Iteration 14Q: 3 clusters Score -6728258 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 65410 members 
Entering Unmasked Estep 
Score: -6728425.500000 Penalty: 5505.838379
	Iteration 15Q: 3 clusters Score -6728426 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -6728495.500000 Penalty: 5505.838379
	Iteration 16Q: 3 clusters Score -6728496 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -6728539.000000 Penalty: 5505.838379
	Iteration 17Q: 3 clusters Score -6728539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 65590 members 
Entering Unmasked Estep 
Score: -6728562.000000 Penalty: 5505.838379
	Iteration 18Q: 3 clusters Score -6728562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -6728585.500000 Penalty: 5505.838379
	Iteration 19Q: 3 clusters Score -6728586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
Score: -6728606.000000 Penalty: 5505.838379
	Iteration 20F: 3 clusters Score -6728606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -6728620.000000 Penalty: 5505.838379
	Iteration 21Q: 3 clusters Score -6728620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 65641 members 
Entering Unmasked Estep 
Score: -6728621.000000 Penalty: 5505.838379
	Iteration 22Q: 3 clusters Score -6728621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -6728621.000000 Penalty: 5505.838379
	Iteration 23Q: 3 clusters Score -6728621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -6728629.500000 Penalty: 5505.838379
	Iteration 24Q: 3 clusters Score -6728630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -6728621.500000 Penalty: 5505.838379
	Iteration 25Q: 3 clusters Score -6728622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -6728632.000000 Penalty: 5505.838379
	Iteration 26Q: 3 clusters Score -6728632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -6728628.500000 Penalty: 5505.838379
	Iteration 27Q: 3 clusters Score -6728628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -6728629.000000 Penalty: 5505.838379
	Iteration 28Q: 3 clusters Score -6728629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -6728624.500000 Penalty: 5505.838379
	Iteration 29Q: 3 clusters Score -6728624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -6728626.500000 Penalty: 5505.838379
	Iteration 30Q: 3 clusters Score -6728626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -6728626.000000 Penalty: 5505.838379
	Iteration 31Q: 3 clusters Score -6728626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -6728631.500000 Penalty: 5505.838379
	Iteration 32Q: 3 clusters Score -6728632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -6728643.000000 Penalty: 5505.838379
	Iteration 33Q: 3 clusters Score -6728643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -6728642.000000 Penalty: 5505.838379
	Iteration 34Q: 3 clusters Score -6728642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -6728655.500000 Penalty: 5505.838379
	Iteration 35Q: 3 clusters Score -6728656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 65674 members 
Entering Unmasked Estep 
Score: -6728658.000000 Penalty: 5505.838379
	Iteration 36Q: 3 clusters Score -6728658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -6728661.500000 Penalty: 5505.838379
	Iteration 37Q: 3 clusters Score -6728662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -6728667.000000 Penalty: 5505.838379
	Iteration 38Q: 3 clusters Score -6728667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -6728667.000000 Penalty: 5505.838379
	Iteration 39F: 3 clusters Score -6728667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Entering Unmasked Estep 
Score: -692288.937500 Penalty: 2227.425781
	Iteration 0F: 2 clusters Score -692288.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -685983.250000 Penalty: 4454.851562
	Iteration 0F: 3 clusters Score -685983.2 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -688336.000000 Penalty: 4454.851562
	Iteration 1F: 3 clusters Score -688336 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -689002.062500 Penalty: 4454.851562
	Iteration 2F: 3 clusters Score -689002.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -689514.000000 Penalty: 4454.851562
	Iteration 3F: 3 clusters Score -689514 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -689932.625000 Penalty: 4454.851562
	Iteration 4F: 3 clusters Score -689932.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -690292.125000 Penalty: 4454.851562
	Iteration 5F: 3 clusters Score -690292.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -690540.187500 Penalty: 4454.851562
	Iteration 6Q: 3 clusters Score -690540.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -690747.312500 Penalty: 4454.851562
	Iteration 7Q: 3 clusters Score -690747.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -690922.187500 Penalty: 4454.851562
	Iteration 8Q: 3 clusters Score -690922.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -691079.375000 Penalty: 4454.851562
	Iteration 9Q: 3 clusters Score -691079.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -691225.875000 Penalty: 4454.851562
	Iteration 10Q: 3 clusters Score -691225.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -691348.312500 Penalty: 4454.851562
	Iteration 11Q: 3 clusters Score -691348.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -691412.375000 Penalty: 4454.851562
	Iteration 12Q: 3 clusters Score -691412.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -691461.937500 Penalty: 4454.851562
	Iteration 13Q: 3 clusters Score -691461.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -691496.437500 Penalty: 4454.851562
	Iteration 14Q: 3 clusters Score -691496.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -691524.625000 Penalty: 4454.851562
	Iteration 15Q: 3 clusters Score -691524.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -691543.562500 Penalty: 4454.851562
	Iteration 16Q: 3 clusters Score -691543.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -691555.625000 Penalty: 4454.851562
	Iteration 17Q: 3 clusters Score -691555.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -691564.500000 Penalty: 4454.851562
	Iteration 18Q: 3 clusters Score -691564.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -691570.687500 Penalty: 4454.851562
	Iteration 19Q: 3 clusters Score -691570.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -691576.250000 Penalty: 4454.851562
	Iteration 20F: 3 clusters Score -691576.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -691581.312500 Penalty: 4454.851562
	Iteration 21Q: 3 clusters Score -691581.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -691587.250000 Penalty: 4454.851562
	Iteration 22Q: 3 clusters Score -691587.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -691588.375000 Penalty: 4454.851562
	Iteration 23Q: 3 clusters Score -691588.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -691591.375000 Penalty: 4454.851562
	Iteration 24Q: 3 clusters Score -691591.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -691597.125000 Penalty: 4454.851562
	Iteration 25Q: 3 clusters Score -691597.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -691598.187500 Penalty: 4454.851562
	Iteration 26Q: 3 clusters Score -691598.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -691603.500000 Penalty: 4454.851562
	Iteration 27Q: 3 clusters Score -691603.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -691603.187500 Penalty: 4454.851562
	Iteration 28Q: 3 clusters Score -691603.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -691605.500000 Penalty: 4454.851562
	Iteration 29Q: 3 clusters Score -691605.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -691608.125000 Penalty: 4454.851562
	Iteration 30Q: 3 clusters Score -691608.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -691609.250000 Penalty: 4454.851562
	Iteration 31Q: 3 clusters Score -691609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -691609.312500 Penalty: 4454.851562
	Iteration 32Q: 3 clusters Score -691609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -691609.875000 Penalty: 4454.851562
	Iteration 33Q: 3 clusters Score -691609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -691611.125000 Penalty: 4454.851562
	Iteration 34Q: 3 clusters Score -691611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -691610.312500 Penalty: 4454.851562
	Iteration 35Q: 3 clusters Score -691610.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -691613.125000 Penalty: 4454.851562
	Iteration 36Q: 3 clusters Score -691613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -691616.375000 Penalty: 4454.851562
	Iteration 37Q: 3 clusters Score -691616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -691612.875000 Penalty: 4454.851562
	Iteration 38Q: 3 clusters Score -691612.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -691612.312500 Penalty: 4454.851562
	Iteration 39Q: 3 clusters Score -691612.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -691613.687500 Penalty: 4454.851562
	Iteration 40F: 3 clusters Score -691613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -691614.062500 Penalty: 4454.851562
	Iteration 41Q: 3 clusters Score -691614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -691615.500000 Penalty: 4454.851562
	Iteration 42Q: 3 clusters Score -691615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -691615.500000 Penalty: 4454.851562
	Iteration 43F: 3 clusters Score -691615.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Entering Unmasked Estep 
Score: -1624952.750000 Penalty: 2410.735107
	Iteration 0F: 2 clusters Score -1624953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1613082.375000 Penalty: 4821.470215
	Iteration 0F: 3 clusters Score -1613082 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1616873.375000 Penalty: 4821.470215
	Iteration 1F: 3 clusters Score -1616873 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1617312.375000 Penalty: 4821.470215
	Iteration 2F: 3 clusters Score -1617312 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1617726.125000 Penalty: 4821.470215
	Iteration 3F: 3 clusters Score -1617726 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1618110.750000 Penalty: 4821.470215
	Iteration 4Q: 3 clusters Score -1618111 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1618440.250000 Penalty: 4821.470215
	Iteration 5Q: 3 clusters Score -1618440 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1618748.500000 Penalty: 4821.470215
	Iteration 6Q: 3 clusters Score -1618748 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1619060.875000 Penalty: 4821.470215
	Iteration 7Q: 3 clusters Score -1619061 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1619381.625000 Penalty: 4821.470215
	Iteration 8Q: 3 clusters Score -1619382 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1619738.750000 Penalty: 4821.470215
	Iteration 9Q: 3 clusters Score -1619739 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1620122.125000 Penalty: 4821.470215
	Iteration 10Q: 3 clusters Score -1620122 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1620574.500000 Penalty: 4821.470215
	Iteration 11Q: 3 clusters Score -1620574 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1620955.500000 Penalty: 4821.470215
	Iteration 12Q: 3 clusters Score -1620956 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1621273.750000 Penalty: 4821.470215
	Iteration 13Q: 3 clusters Score -1621274 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1621473.750000 Penalty: 4821.470215
	Iteration 14Q: 3 clusters Score -1621474 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1621652.875000 Penalty: 4821.470215
	Iteration 15Q: 3 clusters Score -1621653 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1621772.875000 Penalty: 4821.470215
	Iteration 16Q: 3 clusters Score -1621773 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1621876.375000 Penalty: 4821.470215
	Iteration 17Q: 3 clusters Score -1621876 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1621958.000000 Penalty: 4821.470215
	Iteration 18Q: 3 clusters Score -1621958 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1622024.000000 Penalty: 4821.470215
	Iteration 19Q: 3 clusters Score -1622024 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1622093.125000 Penalty: 4821.470215
	Iteration 20F: 3 clusters Score -1622093 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1622149.375000 Penalty: 4821.470215
	Iteration 21Q: 3 clusters Score -1622149 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1622207.500000 Penalty: 4821.470215
	Iteration 22Q: 3 clusters Score -1622208 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1622267.875000 Penalty: 4821.470215
	Iteration 23Q: 3 clusters Score -1622268 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1622323.000000 Penalty: 4821.470215
	Iteration 24Q: 3 clusters Score -1622323 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1622377.875000 Penalty: 4821.470215
	Iteration 25Q: 3 clusters Score -1622378 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1622451.250000 Penalty: 4821.470215
	Iteration 26Q: 3 clusters Score -1622451 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1622537.625000 Penalty: 4821.470215
	Iteration 27Q: 3 clusters Score -1622538 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1622651.375000 Penalty: 4821.470215
	Iteration 28Q: 3 clusters Score -1622651 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1622724.625000 Penalty: 4821.470215
	Iteration 29Q: 3 clusters Score -1622725 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1622821.000000 Penalty: 4821.470215
	Iteration 30Q: 3 clusters Score -1622821 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1622903.250000 Penalty: 4821.470215
	Iteration 31Q: 3 clusters Score -1622903 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1623002.125000 Penalty: 4821.470215
	Iteration 32Q: 3 clusters Score -1623002 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1623092.375000 Penalty: 4821.470215
	Iteration 33Q: 3 clusters Score -1623092 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1623170.125000 Penalty: 4821.470215
	Iteration 34Q: 3 clusters Score -1623170 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1623249.875000 Penalty: 4821.470215
	Iteration 35Q: 3 clusters Score -1623250 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1623308.500000 Penalty: 4821.470215
	Iteration 36Q: 3 clusters Score -1623308 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1623359.500000 Penalty: 4821.470215
	Iteration 37Q: 3 clusters Score -1623360 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1623387.500000 Penalty: 4821.470215
	Iteration 38Q: 3 clusters Score -1623388 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1623416.750000 Penalty: 4821.470215
	Iteration 39Q: 3 clusters Score -1623417 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1623440.000000 Penalty: 4821.470215
	Iteration 40F: 3 clusters Score -1623440 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1623455.875000 Penalty: 4821.470215
	Iteration 41Q: 3 clusters Score -1623456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1623467.375000 Penalty: 4821.470215
	Iteration 42Q: 3 clusters Score -1623467 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1623476.125000 Penalty: 4821.470215
	Iteration 43Q: 3 clusters Score -1623476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1623484.375000 Penalty: 4821.470215
	Iteration 44Q: 3 clusters Score -1623484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1623492.750000 Penalty: 4821.470215
	Iteration 45Q: 3 clusters Score -1623493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1623497.625000 Penalty: 4821.470215
	Iteration 46Q: 3 clusters Score -1623498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1623506.000000 Penalty: 4821.470215
	Iteration 47Q: 3 clusters Score -1623506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1623516.125000 Penalty: 4821.470215
	Iteration 48Q: 3 clusters Score -1623516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1623523.875000 Penalty: 4821.470215
	Iteration 49Q: 3 clusters Score -1623524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1623524.375000 Penalty: 4821.470215
	Iteration 50Q: 3 clusters Score -1623524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1623537.625000 Penalty: 4821.470215
	Iteration 51Q: 3 clusters Score -1623538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1623545.500000 Penalty: 4821.470215
	Iteration 52Q: 3 clusters Score -1623546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1623551.000000 Penalty: 4821.470215
	Iteration 53Q: 3 clusters Score -1623551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1623562.250000 Penalty: 4821.470215
	Iteration 54Q: 3 clusters Score -1623562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1623561.000000 Penalty: 4821.470215
	Iteration 55Q: 3 clusters Score -1623561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1623568.750000 Penalty: 4821.470215
	Iteration 56Q: 3 clusters Score -1623569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1623570.750000 Penalty: 4821.470215
	Iteration 57Q: 3 clusters Score -1623571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1623579.500000 Penalty: 4821.470215
	Iteration 58Q: 3 clusters Score -1623580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1623585.500000 Penalty: 4821.470215
	Iteration 59Q: 3 clusters Score -1623586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1623583.750000 Penalty: 4821.470215
	Iteration 60F: 3 clusters Score -1623584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1623581.500000 Penalty: 4821.470215
	Iteration 61Q: 3 clusters Score -1623582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1623583.125000 Penalty: 4821.470215
	Iteration 62Q: 3 clusters Score -1623583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1623587.500000 Penalty: 4821.470215
	Iteration 63Q: 3 clusters Score -1623588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1623590.750000 Penalty: 4821.470215
	Iteration 64Q: 3 clusters Score -1623591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1623591.000000 Penalty: 4821.470215
	Iteration 65Q: 3 clusters Score -1623591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1623594.375000 Penalty: 4821.470215
	Iteration 66Q: 3 clusters Score -1623594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1623593.000000 Penalty: 4821.470215
	Iteration 67Q: 3 clusters Score -1623593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1623592.250000 Penalty: 4821.470215
	Iteration 68Q: 3 clusters Score -1623592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1623594.000000 Penalty: 4821.470215
	Iteration 69Q: 3 clusters Score -1623594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1623594.750000 Penalty: 4821.470215
	Iteration 70Q: 3 clusters Score -1623595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1623594.375000 Penalty: 4821.470215
	Iteration 71Q: 3 clusters Score -1623594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1623594.750000 Penalty: 4821.470215
	Iteration 72Q: 3 clusters Score -1623595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1623596.125000 Penalty: 4821.470215
	Iteration 73Q: 3 clusters Score -1623596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1623594.875000 Penalty: 4821.470215
	Iteration 74Q: 3 clusters Score -1623595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1623595.375000 Penalty: 4821.470215
	Iteration 75Q: 3 clusters Score -1623595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1623594.875000 Penalty: 4821.470215
	Iteration 76Q: 3 clusters Score -1623595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1623597.750000 Penalty: 4821.470215
	Iteration 77Q: 3 clusters Score -1623598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1623601.375000 Penalty: 4821.470215
	Iteration 78Q: 3 clusters Score -1623601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1623601.000000 Penalty: 4821.470215
	Iteration 79Q: 3 clusters Score -1623601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1623598.125000 Penalty: 4821.470215
	Iteration 80F: 3 clusters Score -1623598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1623597.750000 Penalty: 4821.470215
	Iteration 81Q: 3 clusters Score -1623598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1623597.750000 Penalty: 4821.470215
	Iteration 82Q: 3 clusters Score -1623598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1623599.375000 Penalty: 4821.470215
	Iteration 83Q: 3 clusters Score -1623599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1623598.000000 Penalty: 4821.470215
	Iteration 84Q: 3 clusters Score -1623598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1623599.500000 Penalty: 4821.470215
	Iteration 85Q: 3 clusters Score -1623600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1623602.875000 Penalty: 4821.470215
	Iteration 86Q: 3 clusters Score -1623603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1623602.750000 Penalty: 4821.470215
	Iteration 87Q: 3 clusters Score -1623603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1623600.750000 Penalty: 4821.470215
	Iteration 88Q: 3 clusters Score -1623601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1623602.625000 Penalty: 4821.470215
	Iteration 89Q: 3 clusters Score -1623603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1623601.750000 Penalty: 4821.470215
	Iteration 90Q: 3 clusters Score -1623602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1623600.750000 Penalty: 4821.470215
	Iteration 91Q: 3 clusters Score -1623601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1623600.625000 Penalty: 4821.470215
	Iteration 92Q: 3 clusters Score -1623601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1623604.125000 Penalty: 4821.470215
	Iteration 93Q: 3 clusters Score -1623604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1623602.500000 Penalty: 4821.470215
	Iteration 94Q: 3 clusters Score -1623602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1623601.250000 Penalty: 4821.470215
	Iteration 95Q: 3 clusters Score -1623601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1623600.625000 Penalty: 4821.470215
	Iteration 96Q: 3 clusters Score -1623601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1623600.375000 Penalty: 4821.470215
	Iteration 97Q: 3 clusters Score -1623600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1623600.375000 Penalty: 4821.470215
	Iteration 98F: 3 clusters Score -1623600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Entering Unmasked Estep 
Score: -4136886.750000 Penalty: 2639.326172
	Iteration 0F: 2 clusters Score -4136887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -4108407.750000 Penalty: 5278.652344
	Iteration 0F: 3 clusters Score -4108408 nChanged 19198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -4119065.000000 Penalty: 5278.652344
	Iteration 1F: 3 clusters Score -4119065 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -4119519.750000 Penalty: 5278.652344
	Iteration 2Q: 3 clusters Score -4119520 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -4119992.750000 Penalty: 5278.652344
	Iteration 3Q: 3 clusters Score -4119993 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4120603.500000 Penalty: 5278.652344
	Iteration 4Q: 3 clusters Score -4120604 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -4121473.000000 Penalty: 5278.652344
	Iteration 5Q: 3 clusters Score -4121473 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -4122763.250000 Penalty: 5278.652344
	Iteration 6F: 3 clusters Score -4122763 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -4124767.750000 Penalty: 5278.652344
	Iteration 7F: 3 clusters Score -4124768 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -4127523.500000 Penalty: 5278.652344
	Iteration 8F: 3 clusters Score -4127524 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -4130497.500000 Penalty: 5278.652344
	Iteration 9F: 3 clusters Score -4130498 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4132525.750000 Penalty: 5278.652344
	Iteration 10F: 3 clusters Score -4132526 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4133661.000000 Penalty: 5278.652344
	Iteration 11Q: 3 clusters Score -4133661 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4134123.250000 Penalty: 5278.652344
	Iteration 12Q: 3 clusters Score -4134123 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4134338.000000 Penalty: 5278.652344
	Iteration 13Q: 3 clusters Score -4134338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4134428.250000 Penalty: 5278.652344
	Iteration 14Q: 3 clusters Score -4134428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4134462.250000 Penalty: 5278.652344
	Iteration 15Q: 3 clusters Score -4134462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4134505.000000 Penalty: 5278.652344
	Iteration 16Q: 3 clusters Score -4134505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4134519.500000 Penalty: 5278.652344
	Iteration 17Q: 3 clusters Score -4134520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4134529.500000 Penalty: 5278.652344
	Iteration 18Q: 3 clusters Score -4134530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4134538.250000 Penalty: 5278.652344
	Iteration 19Q: 3 clusters Score -4134538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4134546.250000 Penalty: 5278.652344
	Iteration 20F: 3 clusters Score -4134546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4134556.000000 Penalty: 5278.652344
	Iteration 21Q: 3 clusters Score -4134556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4134562.750000 Penalty: 5278.652344
	Iteration 22Q: 3 clusters Score -4134563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4134567.500000 Penalty: 5278.652344
	Iteration 23Q: 3 clusters Score -4134568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4134568.250000 Penalty: 5278.652344
	Iteration 24Q: 3 clusters Score -4134568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4134568.250000 Penalty: 5278.652344
	Iteration 25F: 3 clusters Score -4134568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Entering Unmasked Estep 
Score: -1451001.500000 Penalty: 2380.585205
	Iteration 0F: 2 clusters Score -1451002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1440256.875000 Penalty: 4761.170410
	Iteration 0F: 3 clusters Score -1440257 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1443838.625000 Penalty: 4761.170410
	Iteration 1F: 3 clusters Score -1443839 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1444233.500000 Penalty: 4761.170410
	Iteration 2F: 3 clusters Score -1444234 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1444540.625000 Penalty: 4761.170410
	Iteration 3Q: 3 clusters Score -1444541 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1444817.250000 Penalty: 4761.170410
	Iteration 4Q: 3 clusters Score -1444817 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1445075.750000 Penalty: 4761.170410
	Iteration 5Q: 3 clusters Score -1445076 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1445363.625000 Penalty: 4761.170410
	Iteration 6Q: 3 clusters Score -1445364 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1445672.000000 Penalty: 4761.170410
	Iteration 7Q: 3 clusters Score -1445672 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1445984.625000 Penalty: 4761.170410
	Iteration 8Q: 3 clusters Score -1445985 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1446316.750000 Penalty: 4761.170410
	Iteration 9Q: 3 clusters Score -1446317 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1446644.500000 Penalty: 4761.170410
	Iteration 10Q: 3 clusters Score -1446644 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1446985.500000 Penalty: 4761.170410
	Iteration 11Q: 3 clusters Score -1446986 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1447324.625000 Penalty: 4761.170410
	Iteration 12Q: 3 clusters Score -1447325 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1447636.625000 Penalty: 4761.170410
	Iteration 13Q: 3 clusters Score -1447637 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1447914.625000 Penalty: 4761.170410
	Iteration 14Q: 3 clusters Score -1447915 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1448145.375000 Penalty: 4761.170410
	Iteration 15Q: 3 clusters Score -1448145 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1448335.625000 Penalty: 4761.170410
	Iteration 16Q: 3 clusters Score -1448336 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1448488.375000 Penalty: 4761.170410
	Iteration 17Q: 3 clusters Score -1448488 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1448635.500000 Penalty: 4761.170410
	Iteration 18Q: 3 clusters Score -1448636 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1448766.625000 Penalty: 4761.170410
	Iteration 19Q: 3 clusters Score -1448767 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1448877.750000 Penalty: 4761.170410
	Iteration 20F: 3 clusters Score -1448878 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1448947.125000 Penalty: 4761.170410
	Iteration 21Q: 3 clusters Score -1448947 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1449001.375000 Penalty: 4761.170410
	Iteration 22Q: 3 clusters Score -1449001 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1449043.375000 Penalty: 4761.170410
	Iteration 23Q: 3 clusters Score -1449043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1449074.000000 Penalty: 4761.170410
	Iteration 24Q: 3 clusters Score -1449074 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1449097.875000 Penalty: 4761.170410
	Iteration 25Q: 3 clusters Score -1449098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1449120.500000 Penalty: 4761.170410
	Iteration 26Q: 3 clusters Score -1449120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1449143.250000 Penalty: 4761.170410
	Iteration 27Q: 3 clusters Score -1449143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1449150.750000 Penalty: 4761.170410
	Iteration 28Q: 3 clusters Score -1449151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1449153.875000 Penalty: 4761.170410
	Iteration 29Q: 3 clusters Score -1449154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1449161.375000 Penalty: 4761.170410
	Iteration 30Q: 3 clusters Score -1449161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1449174.375000 Penalty: 4761.170410
	Iteration 31Q: 3 clusters Score -1449174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1449189.875000 Penalty: 4761.170410
	Iteration 32Q: 3 clusters Score -1449190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1449195.500000 Penalty: 4761.170410
	Iteration 33Q: 3 clusters Score -1449196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1449203.125000 Penalty: 4761.170410
	Iteration 34Q: 3 clusters Score -1449203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1449200.125000 Penalty: 4761.170410
	Iteration 35Q: 3 clusters Score -1449200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1449205.750000 Penalty: 4761.170410
	Iteration 36Q: 3 clusters Score -1449206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1449210.000000 Penalty: 4761.170410
	Iteration 37Q: 3 clusters Score -1449210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1449208.375000 Penalty: 4761.170410
	Iteration 38Q: 3 clusters Score -1449208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1449209.375000 Penalty: 4761.170410
	Iteration 39Q: 3 clusters Score -1449209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1449209.625000 Penalty: 4761.170410
	Iteration 40F: 3 clusters Score -1449210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1449209.625000 Penalty: 4761.170410
	Iteration 41Q: 3 clusters Score -1449210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1449211.500000 Penalty: 4761.170410
	Iteration 42Q: 3 clusters Score -1449212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1449211.000000 Penalty: 4761.170410
	Iteration 43Q: 3 clusters Score -1449211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1449215.250000 Penalty: 4761.170410
	Iteration 44Q: 3 clusters Score -1449215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1449222.625000 Penalty: 4761.170410
	Iteration 45Q: 3 clusters Score -1449223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1449227.750000 Penalty: 4761.170410
	Iteration 46Q: 3 clusters Score -1449228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1449231.000000 Penalty: 4761.170410
	Iteration 47Q: 3 clusters Score -1449231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1449233.250000 Penalty: 4761.170410
	Iteration 48Q: 3 clusters Score -1449233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1449232.500000 Penalty: 4761.170410
	Iteration 49Q: 3 clusters Score -1449232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1449237.875000 Penalty: 4761.170410
	Iteration 50Q: 3 clusters Score -1449238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1449236.875000 Penalty: 4761.170410
	Iteration 51Q: 3 clusters Score -1449237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1449235.750000 Penalty: 4761.170410
	Iteration 52Q: 3 clusters Score -1449236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1449235.375000 Penalty: 4761.170410
	Iteration 53Q: 3 clusters Score -1449235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1449235.625000 Penalty: 4761.170410
	Iteration 54Q: 3 clusters Score -1449236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1449235.375000 Penalty: 4761.170410
	Iteration 55Q: 3 clusters Score -1449235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1449235.375000 Penalty: 4761.170410
	Iteration 56F: 3 clusters Score -1449235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Entering Unmasked Estep 
Score: -2355534.250000 Penalty: 2500.006592
	Iteration 0F: 2 clusters Score -2355534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2339011.750000 Penalty: 5000.013184
	Iteration 0F: 3 clusters Score -2339012 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2345112.750000 Penalty: 5000.013184
	Iteration 1F: 3 clusters Score -2345113 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2346027.000000 Penalty: 5000.013184
	Iteration 2F: 3 clusters Score -2346027 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2347238.750000 Penalty: 5000.013184
	Iteration 3F: 3 clusters Score -2347239 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2348544.750000 Penalty: 5000.013184
	Iteration 4F: 3 clusters Score -2348545 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2349866.750000 Penalty: 5000.013184
	Iteration 5F: 3 clusters Score -2349867 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2351077.750000 Penalty: 5000.013184
	Iteration 6F: 3 clusters Score -2351078 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2352033.500000 Penalty: 5000.013184
	Iteration 7F: 3 clusters Score -2352034 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2352794.250000 Penalty: 5000.013184
	Iteration 8Q: 3 clusters Score -2352794 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2353357.750000 Penalty: 5000.013184
	Iteration 9Q: 3 clusters Score -2353358 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2353736.500000 Penalty: 5000.013184
	Iteration 10Q: 3 clusters Score -2353736 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2353970.000000 Penalty: 5000.013184
	Iteration 11Q: 3 clusters Score -2353970 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2354122.250000 Penalty: 5000.013184
	Iteration 12Q: 3 clusters Score -2354122 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2354232.250000 Penalty: 5000.013184
	Iteration 13Q: 3 clusters Score -2354232 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2354306.750000 Penalty: 5000.013184
	Iteration 14Q: 3 clusters Score -2354307 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2354365.000000 Penalty: 5000.013184
	Iteration 15Q: 3 clusters Score -2354365 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2354403.750000 Penalty: 5000.013184
	Iteration 16Q: 3 clusters Score -2354404 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2354443.250000 Penalty: 5000.013184
	Iteration 17Q: 3 clusters Score -2354443 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2354472.750000 Penalty: 5000.013184
	Iteration 18Q: 3 clusters Score -2354473 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2354502.000000 Penalty: 5000.013184
	Iteration 19Q: 3 clusters Score -2354502 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2354508.500000 Penalty: 5000.013184
	Iteration 20F: 3 clusters Score -2354508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2354523.250000 Penalty: 5000.013184
	Iteration 21Q: 3 clusters Score -2354523 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2354533.750000 Penalty: 5000.013184
	Iteration 22Q: 3 clusters Score -2354534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2354544.250000 Penalty: 5000.013184
	Iteration 23Q: 3 clusters Score -2354544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2354552.250000 Penalty: 5000.013184
	Iteration 24Q: 3 clusters Score -2354552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2354556.500000 Penalty: 5000.013184
	Iteration 25Q: 3 clusters Score -2354556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2354560.750000 Penalty: 5000.013184
	Iteration 26Q: 3 clusters Score -2354561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2354558.250000 Penalty: 5000.013184
	Iteration 27Q: 3 clusters Score -2354558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2354559.250000 Penalty: 5000.013184
	Iteration 28Q: 3 clusters Score -2354559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2354563.000000 Penalty: 5000.013184
	Iteration 29Q: 3 clusters Score -2354563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2354563.000000 Penalty: 5000.013184
	Iteration 30Q: 3 clusters Score -2354563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2354568.250000 Penalty: 5000.013184
	Iteration 31Q: 3 clusters Score -2354568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2354569.750000 Penalty: 5000.013184
	Iteration 32Q: 3 clusters Score -2354570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2354564.250000 Penalty: 5000.013184
	Iteration 33Q: 3 clusters Score -2354564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2354562.000000 Penalty: 5000.013184
	Iteration 34Q: 3 clusters Score -2354562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2354568.250000 Penalty: 5000.013184
	Iteration 35Q: 3 clusters Score -2354568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2354566.000000 Penalty: 5000.013184
	Iteration 36Q: 3 clusters Score -2354566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2354565.500000 Penalty: 5000.013184
	Iteration 37Q: 3 clusters Score -2354566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2354565.500000 Penalty: 5000.013184
	Iteration 38F: 3 clusters Score -2354566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (66534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Entering Unmasked Estep 
Score: -6673218.500000 Penalty: 2754.156250
	Iteration 0F: 2 clusters Score -6673218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -6628684.500000 Penalty: 5508.312500
	Iteration 0F: 3 clusters Score -6628684 nChanged 30977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -6646149.500000 Penalty: 5508.312500
	Iteration 1F: 3 clusters Score -6646150 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -6646836.000000 Penalty: 5508.312500
	Iteration 2Q: 3 clusters Score -6646836 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -6647766.000000 Penalty: 5508.312500
	Iteration 3Q: 3 clusters Score -6647766 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -6649034.500000 Penalty: 5508.312500
	Iteration 4Q: 3 clusters Score -6649034 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -6650974.500000 Penalty: 5508.312500
	Iteration 5F: 3 clusters Score -6650974 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -6653644.500000 Penalty: 5508.312500
	Iteration 6F: 3 clusters Score -6653644 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -6657183.500000 Penalty: 5508.312500
	Iteration 7F: 3 clusters Score -6657184 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -6660844.500000 Penalty: 5508.312500
	Iteration 8F: 3 clusters Score -6660844 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -6664022.500000 Penalty: 5508.312500
	Iteration 9F: 3 clusters Score -6664022 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -6666543.500000 Penalty: 5508.312500
	Iteration 10Q: 3 clusters Score -6666544 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -6668284.000000 Penalty: 5508.312500
	Iteration 11Q: 3 clusters Score -6668284 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -6669406.500000 Penalty: 5508.312500
	Iteration 12Q: 3 clusters Score -6669406 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -6670082.000000 Penalty: 5508.312500
	Iteration 13Q: 3 clusters Score -6670082 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -6670511.500000 Penalty: 5508.312500
	Iteration 14Q: 3 clusters Score -6670512 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6670752.500000 Penalty: 5508.312500
	Iteration 15Q: 3 clusters Score -6670752 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63647 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -6671018.500000 Penalty: 5508.312500
	Iteration 16Q: 3 clusters Score -6671018 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6671239.500000 Penalty: 5508.312500
	Iteration 17Q: 3 clusters Score -6671240 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6671362.500000 Penalty: 5508.312500
	Iteration 18Q: 3 clusters Score -6671362 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6671478.500000 Penalty: 5508.312500
	Iteration 19Q: 3 clusters Score -6671478 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6671574.500000 Penalty: 5508.312500
	Iteration 20F: 3 clusters Score -6671574 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6671615.500000 Penalty: 5508.312500
	Iteration 21Q: 3 clusters Score -6671616 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6671685.000000 Penalty: 5508.312500
	Iteration 22Q: 3 clusters Score -6671685 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6671717.500000 Penalty: 5508.312500
	Iteration 23Q: 3 clusters Score -6671718 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64444 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6671748.500000 Penalty: 5508.312500
	Iteration 24Q: 3 clusters Score -6671748 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64444 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6671763.500000 Penalty: 5508.312500
	Iteration 25Q: 3 clusters Score -6671764 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6671787.500000 Penalty: 5508.312500
	Iteration 26Q: 3 clusters Score -6671788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6671805.500000 Penalty: 5508.312500
	Iteration 27Q: 3 clusters Score -6671806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6671817.000000 Penalty: 5508.312500
	Iteration 28Q: 3 clusters Score -6671817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6671825.000000 Penalty: 5508.312500
	Iteration 29Q: 3 clusters Score -6671825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6671844.500000 Penalty: 5508.312500
	Iteration 30Q: 3 clusters Score -6671844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -6671849.000000 Penalty: 5508.312500
	Iteration 31Q: 3 clusters Score -6671849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6671870.500000 Penalty: 5508.312500
	Iteration 32Q: 3 clusters Score -6671870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6671874.000000 Penalty: 5508.312500
	Iteration 33Q: 3 clusters Score -6671874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6671886.000000 Penalty: 5508.312500
	Iteration 34Q: 3 clusters Score -6671886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -6671892.500000 Penalty: 5508.312500
	Iteration 35Q: 3 clusters Score -6671892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6671899.500000 Penalty: 5508.312500
	Iteration 36Q: 3 clusters Score -6671900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6671901.500000 Penalty: 5508.312500
	Iteration 37Q: 3 clusters Score -6671902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64425 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6671912.500000 Penalty: 5508.312500
	Iteration 38Q: 3 clusters Score -6671912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6671916.000000 Penalty: 5508.312500
	Iteration 39Q: 3 clusters Score -6671916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6671919.500000 Penalty: 5508.312500
	Iteration 40F: 3 clusters Score -6671920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6671925.500000 Penalty: 5508.312500
	Iteration 41Q: 3 clusters Score -6671926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6671923.500000 Penalty: 5508.312500
	Iteration 42Q: 3 clusters Score -6671924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6671924.000000 Penalty: 5508.312500
	Iteration 43Q: 3 clusters Score -6671924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6671917.000000 Penalty: 5508.312500
	Iteration 44Q: 3 clusters Score -6671917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6671918.000000 Penalty: 5508.312500
	Iteration 45Q: 3 clusters Score -6671918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6671921.000000 Penalty: 5508.312500
	Iteration 46Q: 3 clusters Score -6671921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6671923.500000 Penalty: 5508.312500
	Iteration 47Q: 3 clusters Score -6671924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6671924.000000 Penalty: 5508.312500
	Iteration 48Q: 3 clusters Score -6671924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6671924.500000 Penalty: 5508.312500
	Iteration 49Q: 3 clusters Score -6671924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6671929.500000 Penalty: 5508.312500
	Iteration 50Q: 3 clusters Score -6671930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6671935.500000 Penalty: 5508.312500
	Iteration 51Q: 3 clusters Score -6671936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64375 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6671947.500000 Penalty: 5508.312500
	Iteration 52Q: 3 clusters Score -6671948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6671949.000000 Penalty: 5508.312500
	Iteration 53Q: 3 clusters Score -6671949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6671947.000000 Penalty: 5508.312500
	Iteration 54Q: 3 clusters Score -6671947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -6671951.500000 Penalty: 5508.312500
	Iteration 55Q: 3 clusters Score -6671952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -6671944.000000 Penalty: 5508.312500
	Iteration 56Q: 3 clusters Score -6671944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6671946.500000 Penalty: 5508.312500
	Iteration 57Q: 3 clusters Score -6671946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6671943.000000 Penalty: 5508.312500
	Iteration 58Q: 3 clusters Score -6671943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6671945.000000 Penalty: 5508.312500
	Iteration 59Q: 3 clusters Score -6671945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -6671946.000000 Penalty: 5508.312500
	Iteration 60F: 3 clusters Score -6671946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6671954.000000 Penalty: 5508.312500
	Iteration 61Q: 3 clusters Score -6671954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -6671958.000000 Penalty: 5508.312500
	Iteration 62Q: 3 clusters Score -6671958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6671956.000000 Penalty: 5508.312500
	Iteration 63Q: 3 clusters Score -6671956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6671957.000000 Penalty: 5508.312500
	Iteration 64Q: 3 clusters Score -6671957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -6671948.000000 Penalty: 5508.312500
	Iteration 65Q: 3 clusters Score -6671948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6671944.000000 Penalty: 5508.312500
	Iteration 66Q: 3 clusters Score -6671944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6671942.500000 Penalty: 5508.312500
	Iteration 67Q: 3 clusters Score -6671942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6671941.000000 Penalty: 5508.312500
	Iteration 68Q: 3 clusters Score -6671941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6671940.000000 Penalty: 5508.312500
	Iteration 69Q: 3 clusters Score -6671940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6671945.500000 Penalty: 5508.312500
	Iteration 70Q: 3 clusters Score -6671946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -6671949.000000 Penalty: 5508.312500
	Iteration 71Q: 3 clusters Score -6671949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6671949.500000 Penalty: 5508.312500
	Iteration 72Q: 3 clusters Score -6671950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6671942.000000 Penalty: 5508.312500
	Iteration 73Q: 3 clusters Score -6671942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -6671938.500000 Penalty: 5508.312500
	Iteration 74Q: 3 clusters Score -6671938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6671942.000000 Penalty: 5508.312500
	Iteration 75Q: 3 clusters Score -6671942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64339 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6671943.000000 Penalty: 5508.312500
	Iteration 76Q: 3 clusters Score -6671943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6671950.500000 Penalty: 5508.312500
	Iteration 77Q: 3 clusters Score -6671950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6671953.500000 Penalty: 5508.312500
	Iteration 78Q: 3 clusters Score -6671954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6671952.500000 Penalty: 5508.312500
	Iteration 79Q: 3 clusters Score -6671952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6671952.500000 Penalty: 5508.312500
	Iteration 80F: 3 clusters Score -6671952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6671956.500000 Penalty: 5508.312500
	Iteration 81Q: 3 clusters Score -6671956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6671953.500000 Penalty: 5508.312500
	Iteration 82Q: 3 clusters Score -6671954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6671953.500000 Penalty: 5508.312500
	Iteration 83F: 3 clusters Score -6671954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Entering Unmasked Estep 
Score: -4383197.500000 Penalty: 2647.177979
	Iteration 0F: 2 clusters Score -4383198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -4353951.000000 Penalty: 5294.355957
	Iteration 0F: 3 clusters Score -4353951 nChanged 19936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4365102.000000 Penalty: 5294.355957
	Iteration 1F: 3 clusters Score -4365102 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -4365625.500000 Penalty: 5294.355957
	Iteration 2Q: 3 clusters Score -4365626 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4366155.000000 Penalty: 5294.355957
	Iteration 3Q: 3 clusters Score -4366155 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -4366691.500000 Penalty: 5294.355957
	Iteration 4Q: 3 clusters Score -4366692 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -4367279.000000 Penalty: 5294.355957
	Iteration 5Q: 3 clusters Score -4367279 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4367974.000000 Penalty: 5294.355957
	Iteration 6Q: 3 clusters Score -4367974 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -4368902.500000 Penalty: 5294.355957
	Iteration 7Q: 3 clusters Score -4368902 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4370073.000000 Penalty: 5294.355957
	Iteration 8Q: 3 clusters Score -4370073 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -4371501.500000 Penalty: 5294.355957
	Iteration 9Q: 3 clusters Score -4371502 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -4373098.500000 Penalty: 5294.355957
	Iteration 10F: 3 clusters Score -4373098 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -4374535.000000 Penalty: 5294.355957
	Iteration 11F: 3 clusters Score -4374535 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -4375536.000000 Penalty: 5294.355957
	Iteration 12Q: 3 clusters Score -4375536 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -4376166.000000 Penalty: 5294.355957
	Iteration 13Q: 3 clusters Score -4376166 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -4376459.500000 Penalty: 5294.355957
	Iteration 14Q: 3 clusters Score -4376460 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -4376606.500000 Penalty: 5294.355957
	Iteration 15Q: 3 clusters Score -4376606 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -4376732.500000 Penalty: 5294.355957
	Iteration 16Q: 3 clusters Score -4376732 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -4376820.000000 Penalty: 5294.355957
	Iteration 17Q: 3 clusters Score -4376820 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -4376932.000000 Penalty: 5294.355957
	Iteration 18Q: 3 clusters Score -4376932 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -4377018.500000 Penalty: 5294.355957
	Iteration 19Q: 3 clusters Score -4377018 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -4377112.000000 Penalty: 5294.355957
	Iteration 20F: 3 clusters Score -4377112 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -4377210.000000 Penalty: 5294.355957
	Iteration 21Q: 3 clusters Score -4377210 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4377320.000000 Penalty: 5294.355957
	Iteration 22Q: 3 clusters Score -4377320 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -4377423.000000 Penalty: 5294.355957
	Iteration 23Q: 3 clusters Score -4377423 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -4377531.000000 Penalty: 5294.355957
	Iteration 24Q: 3 clusters Score -4377531 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -4377663.500000 Penalty: 5294.355957
	Iteration 25Q: 3 clusters Score -4377664 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -4377759.500000 Penalty: 5294.355957
	Iteration 26Q: 3 clusters Score -4377760 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -4377909.000000 Penalty: 5294.355957
	Iteration 27Q: 3 clusters Score -4377909 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -4378050.000000 Penalty: 5294.355957
	Iteration 28Q: 3 clusters Score -4378050 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -4378210.500000 Penalty: 5294.355957
	Iteration 29Q: 3 clusters Score -4378210 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -4378384.000000 Penalty: 5294.355957
	Iteration 30Q: 3 clusters Score -4378384 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -4378586.000000 Penalty: 5294.355957
	Iteration 31Q: 3 clusters Score -4378586 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -4378731.000000 Penalty: 5294.355957
	Iteration 32Q: 3 clusters Score -4378731 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -4378915.500000 Penalty: 5294.355957
	Iteration 33Q: 3 clusters Score -4378916 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -4379103.000000 Penalty: 5294.355957
	Iteration 34Q: 3 clusters Score -4379103 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4379268.500000 Penalty: 5294.355957
	Iteration 35Q: 3 clusters Score -4379268 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -4379408.000000 Penalty: 5294.355957
	Iteration 36Q: 3 clusters Score -4379408 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -4379560.500000 Penalty: 5294.355957
	Iteration 37Q: 3 clusters Score -4379560 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -4379678.500000 Penalty: 5294.355957
	Iteration 38Q: 3 clusters Score -4379678 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -4379801.500000 Penalty: 5294.355957
	Iteration 39Q: 3 clusters Score -4379802 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4379897.000000 Penalty: 5294.355957
	Iteration 40F: 3 clusters Score -4379897 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4379991.500000 Penalty: 5294.355957
	Iteration 41Q: 3 clusters Score -4379992 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4380100.500000 Penalty: 5294.355957
	Iteration 42Q: 3 clusters Score -4380100 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4380176.500000 Penalty: 5294.355957
	Iteration 43Q: 3 clusters Score -4380176 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4380275.500000 Penalty: 5294.355957
	Iteration 44Q: 3 clusters Score -4380276 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4380382.000000 Penalty: 5294.355957
	Iteration 45Q: 3 clusters Score -4380382 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4380443.000000 Penalty: 5294.355957
	Iteration 46Q: 3 clusters Score -4380443 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4380503.000000 Penalty: 5294.355957
	Iteration 47Q: 3 clusters Score -4380503 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4380579.000000 Penalty: 5294.355957
	Iteration 48Q: 3 clusters Score -4380579 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4380614.500000 Penalty: 5294.355957
	Iteration 49Q: 3 clusters Score -4380614 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4380643.500000 Penalty: 5294.355957
	Iteration 50Q: 3 clusters Score -4380644 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4380673.500000 Penalty: 5294.355957
	Iteration 51Q: 3 clusters Score -4380674 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4380709.500000 Penalty: 5294.355957
	Iteration 52Q: 3 clusters Score -4380710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4380734.000000 Penalty: 5294.355957
	Iteration 53Q: 3 clusters Score -4380734 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4380758.000000 Penalty: 5294.355957
	Iteration 54Q: 3 clusters Score -4380758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4380778.000000 Penalty: 5294.355957
	Iteration 55Q: 3 clusters Score -4380778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4380785.000000 Penalty: 5294.355957
	Iteration 56Q: 3 clusters Score -4380785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4380811.000000 Penalty: 5294.355957
	Iteration 57Q: 3 clusters Score -4380811 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4380828.500000 Penalty: 5294.355957
	Iteration 58Q: 3 clusters Score -4380828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4380847.500000 Penalty: 5294.355957
	Iteration 59Q: 3 clusters Score -4380848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4380855.000000 Penalty: 5294.355957
	Iteration 60F: 3 clusters Score -4380855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4380868.500000 Penalty: 5294.355957
	Iteration 61Q: 3 clusters Score -4380868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4380875.500000 Penalty: 5294.355957
	Iteration 62Q: 3 clusters Score -4380876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4380888.500000 Penalty: 5294.355957
	Iteration 63Q: 3 clusters Score -4380888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4380894.000000 Penalty: 5294.355957
	Iteration 64Q: 3 clusters Score -4380894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4380909.500000 Penalty: 5294.355957
	Iteration 65Q: 3 clusters Score -4380910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4380910.500000 Penalty: 5294.355957
	Iteration 66Q: 3 clusters Score -4380910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4380914.000000 Penalty: 5294.355957
	Iteration 67Q: 3 clusters Score -4380914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4380930.000000 Penalty: 5294.355957
	Iteration 68Q: 3 clusters Score -4380930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4380936.000000 Penalty: 5294.355957
	Iteration 69Q: 3 clusters Score -4380936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4380936.500000 Penalty: 5294.355957
	Iteration 70Q: 3 clusters Score -4380936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4380936.500000 Penalty: 5294.355957
	Iteration 71Q: 3 clusters Score -4380936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4380943.000000 Penalty: 5294.355957
	Iteration 72Q: 3 clusters Score -4380943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4380949.000000 Penalty: 5294.355957
	Iteration 73Q: 3 clusters Score -4380949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4380950.000000 Penalty: 5294.355957
	Iteration 74Q: 3 clusters Score -4380950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4380952.000000 Penalty: 5294.355957
	Iteration 75Q: 3 clusters Score -4380952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4380950.000000 Penalty: 5294.355957
	Iteration 76Q: 3 clusters Score -4380950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4380951.000000 Penalty: 5294.355957
	Iteration 77Q: 3 clusters Score -4380951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4380953.000000 Penalty: 5294.355957
	Iteration 78Q: 3 clusters Score -4380953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4380953.000000 Penalty: 5294.355957
	Iteration 79Q: 3 clusters Score -4380953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4380955.000000 Penalty: 5294.355957
	Iteration 80F: 3 clusters Score -4380955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (197891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197891 members 
Entering Unmasked Estep 
Score: -19963292.000000 Penalty: 3024.477051
	Iteration 0F: 2 clusters Score -1.996329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99261 members 
Mstep: Class 2 contains 98630 members 
Entering Unmasked Estep 
Score: -19830642.000000 Penalty: 6048.954102
	Iteration 0F: 3 clusters Score -1.983064e+07 nChanged 95128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 95342 members 
Entering Unmasked Estep 
Score: -19885860.000000 Penalty: 6048.954102
	Iteration 1F: 3 clusters Score -1.988586e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104871 members 
Mstep: Class 2 contains 93020 members 
Entering Unmasked Estep 
Score: -19887044.000000 Penalty: 6048.954102
	Iteration 2Q: 3 clusters Score -1.988704e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -19888484.000000 Penalty: 6048.954102
	Iteration 3Q: 3 clusters Score -1.988848e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114100 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -19890876.000000 Penalty: 6048.954102
	Iteration 4Q: 3 clusters Score -1.989088e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122645 members 
Mstep: Class 2 contains 75246 members 
Entering Unmasked Estep 
Score: -19894610.000000 Penalty: 6048.954102
	Iteration 5Q: 3 clusters Score -1.989461e+07 nChanged 12421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134982 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -19901918.000000 Penalty: 6048.954102
	Iteration 6F: 3 clusters Score -1.990192e+07 nChanged 16688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151662 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -19915024.000000 Penalty: 6048.954102
	Iteration 7F: 3 clusters Score -1.991502e+07 nChanged 18931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170593 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -19932754.000000 Penalty: 6048.954102
	Iteration 8F: 3 clusters Score -1.993275e+07 nChanged 15834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186427 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -19949068.000000 Penalty: 6048.954102
	Iteration 9F: 3 clusters Score -1.994907e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194711 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -19957404.000000 Penalty: 6048.954102
	Iteration 10Q: 3 clusters Score -1.99574e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197162 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -19959786.000000 Penalty: 6048.954102
	Iteration 11Q: 3 clusters Score -1.995979e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197612 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19960254.000000 Penalty: 6048.954102
	Iteration 12Q: 3 clusters Score -1.996025e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197687 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19960400.000000 Penalty: 6048.954102
	Iteration 13Q: 3 clusters Score -1.99604e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197709 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19960462.000000 Penalty: 6048.954102
	Iteration 14Q: 3 clusters Score -1.996046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197723 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19960540.000000 Penalty: 6048.954102
	Iteration 15Q: 3 clusters Score -1.996054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197726 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19960558.000000 Penalty: 6048.954102
	Iteration 16Q: 3 clusters Score -1.996056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197726 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19960566.000000 Penalty: 6048.954102
	Iteration 17Q: 3 clusters Score -1.996057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197725 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19960566.000000 Penalty: 6048.954102
	Iteration 18Q: 3 clusters Score -1.996057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197728 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19960584.000000 Penalty: 6048.954102
	Iteration 19Q: 3 clusters Score -1.996058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197731 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19960578.000000 Penalty: 6048.954102
	Iteration 20F: 3 clusters Score -1.996058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Entering Unmasked Estep 
Score: -1950649.500000 Penalty: 2451.673828
	Iteration 0F: 2 clusters Score -1950650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1936746.875000 Penalty: 4903.347656
	Iteration 0F: 3 clusters Score -1936747 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1941318.750000 Penalty: 4903.347656
	Iteration 1F: 3 clusters Score -1941319 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1941693.250000 Penalty: 4903.347656
	Iteration 2F: 3 clusters Score -1941693 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1942027.000000 Penalty: 4903.347656
	Iteration 3Q: 3 clusters Score -1942027 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1942359.500000 Penalty: 4903.347656
	Iteration 4Q: 3 clusters Score -1942360 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1942787.875000 Penalty: 4903.347656
	Iteration 5Q: 3 clusters Score -1942788 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1943318.125000 Penalty: 4903.347656
	Iteration 6Q: 3 clusters Score -1943318 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1944017.000000 Penalty: 4903.347656
	Iteration 7F: 3 clusters Score -1944017 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1944781.250000 Penalty: 4903.347656
	Iteration 8F: 3 clusters Score -1944781 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1945509.250000 Penalty: 4903.347656
	Iteration 9F: 3 clusters Score -1945509 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1946247.625000 Penalty: 4903.347656
	Iteration 10Q: 3 clusters Score -1946248 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1946890.750000 Penalty: 4903.347656
	Iteration 11Q: 3 clusters Score -1946891 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1947385.500000 Penalty: 4903.347656
	Iteration 12Q: 3 clusters Score -1947386 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1947797.125000 Penalty: 4903.347656
	Iteration 13Q: 3 clusters Score -1947797 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1948084.625000 Penalty: 4903.347656
	Iteration 14Q: 3 clusters Score -1948085 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1948237.875000 Penalty: 4903.347656
	Iteration 15Q: 3 clusters Score -1948238 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1948358.625000 Penalty: 4903.347656
	Iteration 16Q: 3 clusters Score -1948359 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1948438.000000 Penalty: 4903.347656
	Iteration 17Q: 3 clusters Score -1948438 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1948492.125000 Penalty: 4903.347656
	Iteration 18Q: 3 clusters Score -1948492 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1948533.500000 Penalty: 4903.347656
	Iteration 19Q: 3 clusters Score -1948534 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1948567.125000 Penalty: 4903.347656
	Iteration 20F: 3 clusters Score -1948567 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1948589.750000 Penalty: 4903.347656
	Iteration 21Q: 3 clusters Score -1948590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1948608.125000 Penalty: 4903.347656
	Iteration 22Q: 3 clusters Score -1948608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1948620.500000 Penalty: 4903.347656
	Iteration 23Q: 3 clusters Score -1948620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1948649.625000 Penalty: 4903.347656
	Iteration 24Q: 3 clusters Score -1948650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1948675.500000 Penalty: 4903.347656
	Iteration 25Q: 3 clusters Score -1948676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1948688.750000 Penalty: 4903.347656
	Iteration 26Q: 3 clusters Score -1948689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1948691.500000 Penalty: 4903.347656
	Iteration 27Q: 3 clusters Score -1948692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1948696.375000 Penalty: 4903.347656
	Iteration 28Q: 3 clusters Score -1948696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1948701.500000 Penalty: 4903.347656
	Iteration 29Q: 3 clusters Score -1948702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1948709.125000 Penalty: 4903.347656
	Iteration 30Q: 3 clusters Score -1948709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1948715.750000 Penalty: 4903.347656
	Iteration 31Q: 3 clusters Score -1948716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1948725.375000 Penalty: 4903.347656
	Iteration 32Q: 3 clusters Score -1948725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1948738.125000 Penalty: 4903.347656
	Iteration 33Q: 3 clusters Score -1948738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1948742.625000 Penalty: 4903.347656
	Iteration 34Q: 3 clusters Score -1948743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1948745.375000 Penalty: 4903.347656
	Iteration 35Q: 3 clusters Score -1948745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1948749.125000 Penalty: 4903.347656
	Iteration 36Q: 3 clusters Score -1948749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1948751.500000 Penalty: 4903.347656
	Iteration 37Q: 3 clusters Score -1948752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1948753.125000 Penalty: 4903.347656
	Iteration 38Q: 3 clusters Score -1948753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1948752.000000 Penalty: 4903.347656
	Iteration 39Q: 3 clusters Score -1948752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1948751.000000 Penalty: 4903.347656
	Iteration 40F: 3 clusters Score -1948751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1948754.875000 Penalty: 4903.347656
	Iteration 41Q: 3 clusters Score -1948755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1948756.500000 Penalty: 4903.347656
	Iteration 42Q: 3 clusters Score -1948756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1948755.500000 Penalty: 4903.347656
	Iteration 43Q: 3 clusters Score -1948756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1948757.000000 Penalty: 4903.347656
	Iteration 44Q: 3 clusters Score -1948757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1948758.125000 Penalty: 4903.347656
	Iteration 45Q: 3 clusters Score -1948758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1948756.500000 Penalty: 4903.347656
	Iteration 46Q: 3 clusters Score -1948756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1948756.500000 Penalty: 4903.347656
	Iteration 47F: 3 clusters Score -1948756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Entering Unmasked Estep 
Score: -1063915.875000 Penalty: 2305.559326
	Iteration 0F: 2 clusters Score -1063916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1055737.375000 Penalty: 4611.118652
	Iteration 0F: 3 clusters Score -1055737 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1058100.000000 Penalty: 4611.118652
	Iteration 1F: 3 clusters Score -1058100 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1058419.250000 Penalty: 4611.118652
	Iteration 2F: 3 clusters Score -1058419 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1058634.875000 Penalty: 4611.118652
	Iteration 3Q: 3 clusters Score -1058635 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1058829.875000 Penalty: 4611.118652
	Iteration 4Q: 3 clusters Score -1058830 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1058990.750000 Penalty: 4611.118652
	Iteration 5Q: 3 clusters Score -1058991 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1059131.375000 Penalty: 4611.118652
	Iteration 6Q: 3 clusters Score -1059131 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1059265.875000 Penalty: 4611.118652
	Iteration 7Q: 3 clusters Score -1059266 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1059423.000000 Penalty: 4611.118652
	Iteration 8Q: 3 clusters Score -1059423 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1059572.750000 Penalty: 4611.118652
	Iteration 9Q: 3 clusters Score -1059573 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1059716.375000 Penalty: 4611.118652
	Iteration 10Q: 3 clusters Score -1059716 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1059859.875000 Penalty: 4611.118652
	Iteration 11Q: 3 clusters Score -1059860 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1060018.875000 Penalty: 4611.118652
	Iteration 12Q: 3 clusters Score -1060019 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1060177.625000 Penalty: 4611.118652
	Iteration 13Q: 3 clusters Score -1060178 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1060345.000000 Penalty: 4611.118652
	Iteration 14Q: 3 clusters Score -1060345 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1060499.375000 Penalty: 4611.118652
	Iteration 15Q: 3 clusters Score -1060499 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1060640.000000 Penalty: 4611.118652
	Iteration 16Q: 3 clusters Score -1060640 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1060784.625000 Penalty: 4611.118652
	Iteration 17Q: 3 clusters Score -1060785 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1060924.375000 Penalty: 4611.118652
	Iteration 18Q: 3 clusters Score -1060924 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1061060.000000 Penalty: 4611.118652
	Iteration 19Q: 3 clusters Score -1061060 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1061176.375000 Penalty: 4611.118652
	Iteration 20F: 3 clusters Score -1061176 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1061285.250000 Penalty: 4611.118652
	Iteration 21Q: 3 clusters Score -1061285 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1061378.000000 Penalty: 4611.118652
	Iteration 22Q: 3 clusters Score -1061378 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1061451.125000 Penalty: 4611.118652
	Iteration 23Q: 3 clusters Score -1061451 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1061512.750000 Penalty: 4611.118652
	Iteration 24Q: 3 clusters Score -1061513 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1061561.500000 Penalty: 4611.118652
	Iteration 25Q: 3 clusters Score -1061562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1061606.875000 Penalty: 4611.118652
	Iteration 26Q: 3 clusters Score -1061607 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1061646.000000 Penalty: 4611.118652
	Iteration 27Q: 3 clusters Score -1061646 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1061691.125000 Penalty: 4611.118652
	Iteration 28Q: 3 clusters Score -1061691 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1061737.750000 Penalty: 4611.118652
	Iteration 29Q: 3 clusters Score -1061738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1061766.750000 Penalty: 4611.118652
	Iteration 30Q: 3 clusters Score -1061767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1061796.875000 Penalty: 4611.118652
	Iteration 31Q: 3 clusters Score -1061797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1061819.875000 Penalty: 4611.118652
	Iteration 32Q: 3 clusters Score -1061820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1061836.500000 Penalty: 4611.118652
	Iteration 33Q: 3 clusters Score -1061836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1061855.750000 Penalty: 4611.118652
	Iteration 34Q: 3 clusters Score -1061856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1061868.000000 Penalty: 4611.118652
	Iteration 35Q: 3 clusters Score -1061868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1061874.250000 Penalty: 4611.118652
	Iteration 36Q: 3 clusters Score -1061874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1061880.125000 Penalty: 4611.118652
	Iteration 37Q: 3 clusters Score -1061880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1061883.250000 Penalty: 4611.118652
	Iteration 38Q: 3 clusters Score -1061883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1061887.125000 Penalty: 4611.118652
	Iteration 39Q: 3 clusters Score -1061887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1061892.500000 Penalty: 4611.118652
	Iteration 40F: 3 clusters Score -1061892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1061893.500000 Penalty: 4611.118652
	Iteration 41Q: 3 clusters Score -1061894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1061896.750000 Penalty: 4611.118652
	Iteration 42Q: 3 clusters Score -1061897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1061900.125000 Penalty: 4611.118652
	Iteration 43Q: 3 clusters Score -1061900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1061902.750000 Penalty: 4611.118652
	Iteration 44Q: 3 clusters Score -1061903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1061903.625000 Penalty: 4611.118652
	Iteration 45Q: 3 clusters Score -1061904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1061906.750000 Penalty: 4611.118652
	Iteration 46Q: 3 clusters Score -1061907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1061907.250000 Penalty: 4611.118652
	Iteration 47Q: 3 clusters Score -1061907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1061908.250000 Penalty: 4611.118652
	Iteration 48Q: 3 clusters Score -1061908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1061908.250000 Penalty: 4611.118652
	Iteration 49F: 3 clusters Score -1061908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Entering Unmasked Estep 
Score: -536816.625000 Penalty: 2137.025635
	Iteration 0F: 2 clusters Score -536816.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -531976.812500 Penalty: 4274.051270
	Iteration 0F: 3 clusters Score -531976.8 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -533279.062500 Penalty: 4274.051270
	Iteration 1F: 3 clusters Score -533279.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -533574.812500 Penalty: 4274.051270
	Iteration 2F: 3 clusters Score -533574.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -533770.812500 Penalty: 4274.051270
	Iteration 3F: 3 clusters Score -533770.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -533919.750000 Penalty: 4274.051270
	Iteration 4Q: 3 clusters Score -533919.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -534056.187500 Penalty: 4274.051270
	Iteration 5Q: 3 clusters Score -534056.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -534179.375000 Penalty: 4274.051270
	Iteration 6Q: 3 clusters Score -534179.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -534282.562500 Penalty: 4274.051270
	Iteration 7Q: 3 clusters Score -534282.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -534378.812500 Penalty: 4274.051270
	Iteration 8Q: 3 clusters Score -534378.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -534472.500000 Penalty: 4274.051270
	Iteration 9Q: 3 clusters Score -534472.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -534552.062500 Penalty: 4274.051270
	Iteration 10Q: 3 clusters Score -534552.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -534611.687500 Penalty: 4274.051270
	Iteration 11Q: 3 clusters Score -534611.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -534667.125000 Penalty: 4274.051270
	Iteration 12Q: 3 clusters Score -534667.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -534712.000000 Penalty: 4274.051270
	Iteration 13Q: 3 clusters Score -534712 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -534753.812500 Penalty: 4274.051270
	Iteration 14Q: 3 clusters Score -534753.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -534788.437500 Penalty: 4274.051270
	Iteration 15Q: 3 clusters Score -534788.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -534814.437500 Penalty: 4274.051270
	Iteration 16Q: 3 clusters Score -534814.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -534840.000000 Penalty: 4274.051270
	Iteration 17Q: 3 clusters Score -534840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -534864.125000 Penalty: 4274.051270
	Iteration 18Q: 3 clusters Score -534864.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -534884.812500 Penalty: 4274.051270
	Iteration 19Q: 3 clusters Score -534884.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -534903.687500 Penalty: 4274.051270
	Iteration 20F: 3 clusters Score -534903.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -534919.187500 Penalty: 4274.051270
	Iteration 21Q: 3 clusters Score -534919.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -534931.625000 Penalty: 4274.051270
	Iteration 22Q: 3 clusters Score -534931.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -534942.750000 Penalty: 4274.051270
	Iteration 23Q: 3 clusters Score -534942.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -534953.562500 Penalty: 4274.051270
	Iteration 24Q: 3 clusters Score -534953.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -534965.312500 Penalty: 4274.051270
	Iteration 25Q: 3 clusters Score -534965.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -534979.375000 Penalty: 4274.051270
	Iteration 26Q: 3 clusters Score -534979.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -535001.500000 Penalty: 4274.051270
	Iteration 27Q: 3 clusters Score -535001.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -535017.625000 Penalty: 4274.051270
	Iteration 28Q: 3 clusters Score -535017.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -535033.687500 Penalty: 4274.051270
	Iteration 29Q: 3 clusters Score -535033.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -535049.125000 Penalty: 4274.051270
	Iteration 30Q: 3 clusters Score -535049.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -535066.062500 Penalty: 4274.051270
	Iteration 31Q: 3 clusters Score -535066.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -535079.875000 Penalty: 4274.051270
	Iteration 32Q: 3 clusters Score -535079.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -535091.187500 Penalty: 4274.051270
	Iteration 33Q: 3 clusters Score -535091.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -535105.125000 Penalty: 4274.051270
	Iteration 34Q: 3 clusters Score -535105.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -535125.687500 Penalty: 4274.051270
	Iteration 35Q: 3 clusters Score -535125.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -535158.000000 Penalty: 4274.051270
	Iteration 36Q: 3 clusters Score -535158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -535201.625000 Penalty: 4274.051270
	Iteration 37Q: 3 clusters Score -535201.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -535257.125000 Penalty: 4274.051270
	Iteration 38Q: 3 clusters Score -535257.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -535305.687500 Penalty: 4274.051270
	Iteration 39Q: 3 clusters Score -535305.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -535340.000000 Penalty: 4274.051270
	Iteration 40F: 3 clusters Score -535340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -535362.562500 Penalty: 4274.051270
	Iteration 41Q: 3 clusters Score -535362.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -535376.625000 Penalty: 4274.051270
	Iteration 42Q: 3 clusters Score -535376.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -535387.062500 Penalty: 4274.051270
	Iteration 43Q: 3 clusters Score -535387.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -535401.375000 Penalty: 4274.051270
	Iteration 44Q: 3 clusters Score -535401.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -535414.312500 Penalty: 4274.051270
	Iteration 45Q: 3 clusters Score -535414.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -535422.062500 Penalty: 4274.051270
	Iteration 46Q: 3 clusters Score -535422.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -535425.812500 Penalty: 4274.051270
	Iteration 47Q: 3 clusters Score -535425.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -535429.625000 Penalty: 4274.051270
	Iteration 48Q: 3 clusters Score -535429.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -535431.125000 Penalty: 4274.051270
	Iteration 49Q: 3 clusters Score -535431.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -535433.062500 Penalty: 4274.051270
	Iteration 50Q: 3 clusters Score -535433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -535434.500000 Penalty: 4274.051270
	Iteration 51Q: 3 clusters Score -535434.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -535435.750000 Penalty: 4274.051270
	Iteration 52Q: 3 clusters Score -535435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -535435.062500 Penalty: 4274.051270
	Iteration 53Q: 3 clusters Score -535435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -535435.062500 Penalty: 4274.051270
	Iteration 54F: 3 clusters Score -535435.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (79577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Entering Unmasked Estep 
Score: -8064342.500000 Penalty: 2798.551025
	Iteration 0F: 2 clusters Score -8064342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -8010771.500000 Penalty: 5597.102051
	Iteration 0F: 3 clusters Score -8010772 nChanged 37683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -8032303.000000 Penalty: 5597.102051
	Iteration 1F: 3 clusters Score -8032303 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -8032944.000000 Penalty: 5597.102051
	Iteration 2Q: 3 clusters Score -8032944 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -8033657.500000 Penalty: 5597.102051
	Iteration 3Q: 3 clusters Score -8033658 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -8034302.500000 Penalty: 5597.102051
	Iteration 4Q: 3 clusters Score -8034302 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -8035117.000000 Penalty: 5597.102051
	Iteration 5Q: 3 clusters Score -8035117 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -8036155.000000 Penalty: 5597.102051
	Iteration 6Q: 3 clusters Score -8036155 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -8037851.000000 Penalty: 5597.102051
	Iteration 7Q: 3 clusters Score -8037851 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -8040509.000000 Penalty: 5597.102051
	Iteration 8F: 3 clusters Score -8040509 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -8044198.000000 Penalty: 5597.102051
	Iteration 9F: 3 clusters Score -8044198 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -8048547.000000 Penalty: 5597.102051
	Iteration 10F: 3 clusters Score -8048547 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -8051841.500000 Penalty: 5597.102051
	Iteration 11F: 3 clusters Score -8051842 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -8053540.000000 Penalty: 5597.102051
	Iteration 12Q: 3 clusters Score -8053540 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -8054412.000000 Penalty: 5597.102051
	Iteration 13Q: 3 clusters Score -8054412 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -8055039.500000 Penalty: 5597.102051
	Iteration 14Q: 3 clusters Score -8055040 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -8055572.500000 Penalty: 5597.102051
	Iteration 15Q: 3 clusters Score -8055572 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -8056079.500000 Penalty: 5597.102051
	Iteration 16Q: 3 clusters Score -8056080 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -8056560.000000 Penalty: 5597.102051
	Iteration 17Q: 3 clusters Score -8056560 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -8057101.000000 Penalty: 5597.102051
	Iteration 18Q: 3 clusters Score -8057101 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -8057581.500000 Penalty: 5597.102051
	Iteration 19Q: 3 clusters Score -8057582 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -8058010.000000 Penalty: 5597.102051
	Iteration 20F: 3 clusters Score -8058010 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -8058457.500000 Penalty: 5597.102051
	Iteration 21Q: 3 clusters Score -8058458 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72538 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -8058893.000000 Penalty: 5597.102051
	Iteration 22Q: 3 clusters Score -8058893 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -8059306.500000 Penalty: 5597.102051
	Iteration 23Q: 3 clusters Score -8059306 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -8059694.500000 Penalty: 5597.102051
	Iteration 24Q: 3 clusters Score -8059694 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -8060004.500000 Penalty: 5597.102051
	Iteration 25Q: 3 clusters Score -8060004 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -8060277.000000 Penalty: 5597.102051
	Iteration 26Q: 3 clusters Score -8060277 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -8060545.500000 Penalty: 5597.102051
	Iteration 27Q: 3 clusters Score -8060546 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -8060733.000000 Penalty: 5597.102051
	Iteration 28Q: 3 clusters Score -8060733 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76543 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8060901.000000 Penalty: 5597.102051
	Iteration 29Q: 3 clusters Score -8060901 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8061065.500000 Penalty: 5597.102051
	Iteration 30Q: 3 clusters Score -8061066 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77147 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8061171.500000 Penalty: 5597.102051
	Iteration 31Q: 3 clusters Score -8061172 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8061242.500000 Penalty: 5597.102051
	Iteration 32Q: 3 clusters Score -8061242 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8061323.500000 Penalty: 5597.102051
	Iteration 33Q: 3 clusters Score -8061324 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8061407.000000 Penalty: 5597.102051
	Iteration 34Q: 3 clusters Score -8061407 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8061437.500000 Penalty: 5597.102051
	Iteration 35Q: 3 clusters Score -8061438 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8061493.000000 Penalty: 5597.102051
	Iteration 36Q: 3 clusters Score -8061493 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78053 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8061537.000000 Penalty: 5597.102051
	Iteration 37Q: 3 clusters Score -8061537 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8061566.500000 Penalty: 5597.102051
	Iteration 38Q: 3 clusters Score -8061566 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8061596.500000 Penalty: 5597.102051
	Iteration 39Q: 3 clusters Score -8061596 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8061624.000000 Penalty: 5597.102051
	Iteration 40F: 3 clusters Score -8061624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8061654.000000 Penalty: 5597.102051
	Iteration 41Q: 3 clusters Score -8061654 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8061692.000000 Penalty: 5597.102051
	Iteration 42Q: 3 clusters Score -8061692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78468 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8061708.500000 Penalty: 5597.102051
	Iteration 43Q: 3 clusters Score -8061708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78509 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8061719.500000 Penalty: 5597.102051
	Iteration 44Q: 3 clusters Score -8061720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78556 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8061735.500000 Penalty: 5597.102051
	Iteration 45Q: 3 clusters Score -8061736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78588 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8061748.000000 Penalty: 5597.102051
	Iteration 46Q: 3 clusters Score -8061748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8061762.500000 Penalty: 5597.102051
	Iteration 47Q: 3 clusters Score -8061762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8061779.500000 Penalty: 5597.102051
	Iteration 48Q: 3 clusters Score -8061780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78672 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8061794.000000 Penalty: 5597.102051
	Iteration 49Q: 3 clusters Score -8061794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78693 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8061809.500000 Penalty: 5597.102051
	Iteration 50Q: 3 clusters Score -8061810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78711 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8061811.500000 Penalty: 5597.102051
	Iteration 51Q: 3 clusters Score -8061812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8061823.000000 Penalty: 5597.102051
	Iteration 52Q: 3 clusters Score -8061823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78742 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8061828.000000 Penalty: 5597.102051
	Iteration 53Q: 3 clusters Score -8061828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8061841.500000 Penalty: 5597.102051
	Iteration 54Q: 3 clusters Score -8061842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8061844.000000 Penalty: 5597.102051
	Iteration 55Q: 3 clusters Score -8061844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8061839.500000 Penalty: 5597.102051
	Iteration 56Q: 3 clusters Score -8061840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8061844.000000 Penalty: 5597.102051
	Iteration 57Q: 3 clusters Score -8061844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8061846.000000 Penalty: 5597.102051
	Iteration 58Q: 3 clusters Score -8061846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8061839.500000 Penalty: 5597.102051
	Iteration 59Q: 3 clusters Score -8061840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78767 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8061846.500000 Penalty: 5597.102051
	Iteration 60F: 3 clusters Score -8061846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8061840.500000 Penalty: 5597.102051
	Iteration 61Q: 3 clusters Score -8061840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8061840.500000 Penalty: 5597.102051
	Iteration 62F: 3 clusters Score -8061840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (232687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232687 members 
Entering Unmasked Estep 
Score: -23412322.000000 Penalty: 3064.647461
	Iteration 0F: 2 clusters Score -2.341232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116209 members 
Mstep: Class 2 contains 116478 members 
Entering Unmasked Estep 
Score: -23259230.000000 Penalty: 6129.294922
	Iteration 0F: 3 clusters Score -2.325923e+07 nChanged 112185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114648 members 
Mstep: Class 2 contains 118039 members 
Entering Unmasked Estep 
Score: -23325102.000000 Penalty: 6129.294922
	Iteration 1F: 3 clusters Score -2.33251e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113669 members 
Mstep: Class 2 contains 119018 members 
Entering Unmasked Estep 
Score: -23326000.000000 Penalty: 6129.294922
	Iteration 2Q: 3 clusters Score -2.3326e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112240 members 
Mstep: Class 2 contains 120447 members 
Entering Unmasked Estep 
Score: -23327010.000000 Penalty: 6129.294922
	Iteration 3Q: 3 clusters Score -2.332701e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109905 members 
Mstep: Class 2 contains 122782 members 
Entering Unmasked Estep 
Score: -23328276.000000 Penalty: 6129.294922
	Iteration 4Q: 3 clusters Score -2.332828e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106332 members 
Mstep: Class 2 contains 126355 members 
Entering Unmasked Estep 
Score: -23330294.000000 Penalty: 6129.294922
	Iteration 5Q: 3 clusters Score -2.333029e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100796 members 
Mstep: Class 2 contains 131891 members 
Entering Unmasked Estep 
Score: -23333038.000000 Penalty: 6129.294922
	Iteration 6Q: 3 clusters Score -2.333304e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92691 members 
Mstep: Class 2 contains 139996 members 
Entering Unmasked Estep 
Score: -23337688.000000 Penalty: 6129.294922
	Iteration 7Q: 3 clusters Score -2.333769e+07 nChanged 13142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 151242 members 
Entering Unmasked Estep 
Score: -23345532.000000 Penalty: 6129.294922
	Iteration 8F: 3 clusters Score -2.334553e+07 nChanged 15516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67559 members 
Mstep: Class 2 contains 165128 members 
Entering Unmasked Estep 
Score: -23357430.000000 Penalty: 6129.294922
	Iteration 9F: 3 clusters Score -2.335743e+07 nChanged 15937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 179537 members 
Entering Unmasked Estep 
Score: -23371028.000000 Penalty: 6129.294922
	Iteration 10F: 3 clusters Score -2.337103e+07 nChanged 13759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 192038 members 
Entering Unmasked Estep 
Score: -23382552.000000 Penalty: 6129.294922
	Iteration 11F: 3 clusters Score -2.338255e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 201413 members 
Entering Unmasked Estep 
Score: -23390126.000000 Penalty: 6129.294922
	Iteration 12Q: 3 clusters Score -2.339013e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 208317 members 
Entering Unmasked Estep 
Score: -23394972.000000 Penalty: 6129.294922
	Iteration 13Q: 3 clusters Score -2.339497e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 213905 members 
Entering Unmasked Estep 
Score: -23398708.000000 Penalty: 6129.294922
	Iteration 14Q: 3 clusters Score -2.339871e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 218532 members 
Entering Unmasked Estep 
Score: -23401540.000000 Penalty: 6129.294922
	Iteration 15Q: 3 clusters Score -2.340154e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 222258 members 
Entering Unmasked Estep 
Score: -23403944.000000 Penalty: 6129.294922
	Iteration 16Q: 3 clusters Score -2.340394e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 225185 members 
Entering Unmasked Estep 
Score: -23405668.000000 Penalty: 6129.294922
	Iteration 17Q: 3 clusters Score -2.340567e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 227350 members 
Entering Unmasked Estep 
Score: -23406916.000000 Penalty: 6129.294922
	Iteration 18Q: 3 clusters Score -2.340692e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 228953 members 
Entering Unmasked Estep 
Score: -23407890.000000 Penalty: 6129.294922
	Iteration 19Q: 3 clusters Score -2.340789e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 230090 members 
Entering Unmasked Estep 
Score: -23408658.000000 Penalty: 6129.294922
	Iteration 20F: 3 clusters Score -2.340866e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 230838 members 
Entering Unmasked Estep 
Score: -23409056.000000 Penalty: 6129.294922
	Iteration 21Q: 3 clusters Score -2.340906e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 231303 members 
Entering Unmasked Estep 
Score: -23409290.000000 Penalty: 6129.294922
	Iteration 22Q: 3 clusters Score -2.340929e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 231586 members 
Entering Unmasked Estep 
Score: -23409440.000000 Penalty: 6129.294922
	Iteration 23Q: 3 clusters Score -2.340944e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 231769 members 
Entering Unmasked Estep 
Score: -23409550.000000 Penalty: 6129.294922
	Iteration 24Q: 3 clusters Score -2.340955e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 231890 members 
Entering Unmasked Estep 
Score: -23409582.000000 Penalty: 6129.294922
	Iteration 25Q: 3 clusters Score -2.340958e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 231951 members 
Entering Unmasked Estep 
Score: -23409628.000000 Penalty: 6129.294922
	Iteration 26Q: 3 clusters Score -2.340963e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 232009 members 
Entering Unmasked Estep 
Score: -23409706.000000 Penalty: 6129.294922
	Iteration 27Q: 3 clusters Score -2.340971e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 232050 members 
Entering Unmasked Estep 
Score: -23409764.000000 Penalty: 6129.294922
	Iteration 28Q: 3 clusters Score -2.340976e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 232075 members 
Entering Unmasked Estep 
Score: -23409756.000000 Penalty: 6129.294922
	Iteration 29Q: 3 clusters Score -2.340976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 232096 members 
Entering Unmasked Estep 
Score: -23409756.000000 Penalty: 6129.294922
	Iteration 30Q: 3 clusters Score -2.340976e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 232116 members 
Entering Unmasked Estep 
Score: -23409768.000000 Penalty: 6129.294922
	Iteration 31Q: 3 clusters Score -2.340977e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 232127 members 
Entering Unmasked Estep 
Score: -23409768.000000 Penalty: 6129.294922
	Iteration 32Q: 3 clusters Score -2.340977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 232137 members 
Entering Unmasked Estep 
Score: -23409782.000000 Penalty: 6129.294922
	Iteration 33Q: 3 clusters Score -2.340978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 232141 members 
Entering Unmasked Estep 
Score: -23409772.000000 Penalty: 6129.294922
	Iteration 34Q: 3 clusters Score -2.340977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 232145 members 
Entering Unmasked Estep 
Score: -23409786.000000 Penalty: 6129.294922
	Iteration 35Q: 3 clusters Score -2.340979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 232147 members 
Entering Unmasked Estep 
Score: -23409792.000000 Penalty: 6129.294922
	Iteration 36Q: 3 clusters Score -2.340979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 232149 members 
Entering Unmasked Estep 
Score: -23409788.000000 Penalty: 6129.294922
	Iteration 37Q: 3 clusters Score -2.340979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 232149 members 
Entering Unmasked Estep 
Score: -23409790.000000 Penalty: 6129.294922
	Iteration 38Q: 3 clusters Score -2.340979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 232150 members 
Entering Unmasked Estep 
Score: -23409796.000000 Penalty: 6129.294922
	Iteration 39Q: 3 clusters Score -2.34098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 232152 members 
Entering Unmasked Estep 
Score: -23409796.000000 Penalty: 6129.294922
	Iteration 40F: 3 clusters Score -2.34098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 232155 members 
Entering Unmasked Estep 
Score: -23409804.000000 Penalty: 6129.294922
	Iteration 41Q: 3 clusters Score -2.34098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 232156 members 
Entering Unmasked Estep 
Score: -23409792.000000 Penalty: 6129.294922
	Iteration 42Q: 3 clusters Score -2.340979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 232157 members 
Entering Unmasked Estep 
Score: -23409798.000000 Penalty: 6129.294922
	Iteration 43Q: 3 clusters Score -2.34098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 232158 members 
Entering Unmasked Estep 
Score: -23409798.000000 Penalty: 6129.294922
	Iteration 44Q: 3 clusters Score -2.34098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 232159 members 
Entering Unmasked Estep 
Score: -23409800.000000 Penalty: 6129.294922
	Iteration 45Q: 3 clusters Score -2.34098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 232159 members 
Entering Unmasked Estep 
Score: -23409800.000000 Penalty: 6129.294922
	Iteration 46F: 3 clusters Score -2.34098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Entering Unmasked Estep 
Score: -2198839.750000 Penalty: 2483.749512
	Iteration 0F: 2 clusters Score -2198840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2183185.750000 Penalty: 4967.499023
	Iteration 0F: 3 clusters Score -2183186 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2188631.500000 Penalty: 4967.499023
	Iteration 1F: 3 clusters Score -2188632 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2189033.750000 Penalty: 4967.499023
	Iteration 2F: 3 clusters Score -2189034 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2189367.250000 Penalty: 4967.499023
	Iteration 3Q: 3 clusters Score -2189367 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2189711.750000 Penalty: 4967.499023
	Iteration 4Q: 3 clusters Score -2189712 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2190047.500000 Penalty: 4967.499023
	Iteration 5Q: 3 clusters Score -2190048 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2190386.750000 Penalty: 4967.499023
	Iteration 6Q: 3 clusters Score -2190387 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2190819.500000 Penalty: 4967.499023
	Iteration 7Q: 3 clusters Score -2190820 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2191377.500000 Penalty: 4967.499023
	Iteration 8Q: 3 clusters Score -2191378 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2192021.000000 Penalty: 4967.499023
	Iteration 9Q: 3 clusters Score -2192021 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2192685.750000 Penalty: 4967.499023
	Iteration 10Q: 3 clusters Score -2192686 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2193359.750000 Penalty: 4967.499023
	Iteration 11Q: 3 clusters Score -2193360 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2193999.250000 Penalty: 4967.499023
	Iteration 12Q: 3 clusters Score -2193999 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2194615.500000 Penalty: 4967.499023
	Iteration 13Q: 3 clusters Score -2194616 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2195143.000000 Penalty: 4967.499023
	Iteration 14Q: 3 clusters Score -2195143 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2195563.500000 Penalty: 4967.499023
	Iteration 15Q: 3 clusters Score -2195564 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2195815.500000 Penalty: 4967.499023
	Iteration 16Q: 3 clusters Score -2195816 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2195984.500000 Penalty: 4967.499023
	Iteration 17Q: 3 clusters Score -2195984 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2196123.750000 Penalty: 4967.499023
	Iteration 18Q: 3 clusters Score -2196124 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2196223.750000 Penalty: 4967.499023
	Iteration 19Q: 3 clusters Score -2196224 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2196296.500000 Penalty: 4967.499023
	Iteration 20F: 3 clusters Score -2196296 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2196346.500000 Penalty: 4967.499023
	Iteration 21Q: 3 clusters Score -2196346 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2196408.500000 Penalty: 4967.499023
	Iteration 22Q: 3 clusters Score -2196408 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2196439.250000 Penalty: 4967.499023
	Iteration 23Q: 3 clusters Score -2196439 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2196483.250000 Penalty: 4967.499023
	Iteration 24Q: 3 clusters Score -2196483 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2196500.750000 Penalty: 4967.499023
	Iteration 25Q: 3 clusters Score -2196501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2196513.250000 Penalty: 4967.499023
	Iteration 26Q: 3 clusters Score -2196513 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2196533.750000 Penalty: 4967.499023
	Iteration 27Q: 3 clusters Score -2196534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2196545.000000 Penalty: 4967.499023
	Iteration 28Q: 3 clusters Score -2196545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2196567.250000 Penalty: 4967.499023
	Iteration 29Q: 3 clusters Score -2196567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2196580.750000 Penalty: 4967.499023
	Iteration 30Q: 3 clusters Score -2196581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2196590.250000 Penalty: 4967.499023
	Iteration 31Q: 3 clusters Score -2196590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2196595.500000 Penalty: 4967.499023
	Iteration 32Q: 3 clusters Score -2196596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2196606.750000 Penalty: 4967.499023
	Iteration 33Q: 3 clusters Score -2196607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2196621.750000 Penalty: 4967.499023
	Iteration 34Q: 3 clusters Score -2196622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2196626.000000 Penalty: 4967.499023
	Iteration 35Q: 3 clusters Score -2196626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2196641.750000 Penalty: 4967.499023
	Iteration 36Q: 3 clusters Score -2196642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2196652.750000 Penalty: 4967.499023
	Iteration 37Q: 3 clusters Score -2196653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2196661.750000 Penalty: 4967.499023
	Iteration 38Q: 3 clusters Score -2196662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2196664.500000 Penalty: 4967.499023
	Iteration 39Q: 3 clusters Score -2196664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2196673.750000 Penalty: 4967.499023
	Iteration 40F: 3 clusters Score -2196674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2196683.000000 Penalty: 4967.499023
	Iteration 41Q: 3 clusters Score -2196683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2196693.250000 Penalty: 4967.499023
	Iteration 42Q: 3 clusters Score -2196693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2196695.000000 Penalty: 4967.499023
	Iteration 43Q: 3 clusters Score -2196695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2196702.750000 Penalty: 4967.499023
	Iteration 44Q: 3 clusters Score -2196703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2196707.750000 Penalty: 4967.499023
	Iteration 45Q: 3 clusters Score -2196708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2196710.250000 Penalty: 4967.499023
	Iteration 46Q: 3 clusters Score -2196710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2196714.000000 Penalty: 4967.499023
	Iteration 47Q: 3 clusters Score -2196714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2196712.250000 Penalty: 4967.499023
	Iteration 48Q: 3 clusters Score -2196712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2196711.750000 Penalty: 4967.499023
	Iteration 49Q: 3 clusters Score -2196712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2196712.500000 Penalty: 4967.499023
	Iteration 50Q: 3 clusters Score -2196712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2196712.250000 Penalty: 4967.499023
	Iteration 51Q: 3 clusters Score -2196712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2196711.750000 Penalty: 4967.499023
	Iteration 52Q: 3 clusters Score -2196712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2196713.750000 Penalty: 4967.499023
	Iteration 53Q: 3 clusters Score -2196714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2196713.500000 Penalty: 4967.499023
	Iteration 54Q: 3 clusters Score -2196714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2196712.250000 Penalty: 4967.499023
	Iteration 55Q: 3 clusters Score -2196712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2196712.750000 Penalty: 4967.499023
	Iteration 56Q: 3 clusters Score -2196713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2196712.750000 Penalty: 4967.499023
	Iteration 57F: 3 clusters Score -2196713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (183722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183722 members 
Entering Unmasked Estep 
Score: -18477872.000000 Penalty: 3006.052246
	Iteration 0F: 2 clusters Score -1.847787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91876 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -18354944.000000 Penalty: 6012.104492
	Iteration 0F: 3 clusters Score -1.835494e+07 nChanged 88223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90789 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -18406700.000000 Penalty: 6012.104492
	Iteration 1F: 3 clusters Score -1.84067e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -18407598.000000 Penalty: 6012.104492
	Iteration 2Q: 3 clusters Score -1.84076e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89216 members 
Mstep: Class 2 contains 94506 members 
Entering Unmasked Estep 
Score: -18408424.000000 Penalty: 6012.104492
	Iteration 3Q: 3 clusters Score -1.840842e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -18409224.000000 Penalty: 6012.104492
	Iteration 4Q: 3 clusters Score -1.840922e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85199 members 
Mstep: Class 2 contains 98523 members 
Entering Unmasked Estep 
Score: -18410376.000000 Penalty: 6012.104492
	Iteration 5Q: 3 clusters Score -1.841038e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 101980 members 
Entering Unmasked Estep 
Score: -18411846.000000 Penalty: 6012.104492
	Iteration 6Q: 3 clusters Score -1.841185e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 107092 members 
Entering Unmasked Estep 
Score: -18414032.000000 Penalty: 6012.104492
	Iteration 7Q: 3 clusters Score -1.841403e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 114206 members 
Entering Unmasked Estep 
Score: -18417590.000000 Penalty: 6012.104492
	Iteration 8Q: 3 clusters Score -1.841759e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 123929 members 
Entering Unmasked Estep 
Score: -18423540.000000 Penalty: 6012.104492
	Iteration 9F: 3 clusters Score -1.842354e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 136380 members 
Entering Unmasked Estep 
Score: -18432164.000000 Penalty: 6012.104492
	Iteration 10F: 3 clusters Score -1.843216e+07 nChanged 14269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 150621 members 
Entering Unmasked Estep 
Score: -18443980.000000 Penalty: 6012.104492
	Iteration 11F: 3 clusters Score -1.844398e+07 nChanged 13913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 164530 members 
Entering Unmasked Estep 
Score: -18457030.000000 Penalty: 6012.104492
	Iteration 12F: 3 clusters Score -1.845703e+07 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 175045 members 
Entering Unmasked Estep 
Score: -18467262.000000 Penalty: 6012.104492
	Iteration 13F: 3 clusters Score -1.846726e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 180562 members 
Entering Unmasked Estep 
Score: -18472346.000000 Penalty: 6012.104492
	Iteration 14Q: 3 clusters Score -1.847235e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 182598 members 
Entering Unmasked Estep 
Score: -18474152.000000 Penalty: 6012.104492
	Iteration 15Q: 3 clusters Score -1.847415e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 183184 members 
Entering Unmasked Estep 
Score: -18474796.000000 Penalty: 6012.104492
	Iteration 16Q: 3 clusters Score -1.84748e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 183324 members 
Entering Unmasked Estep 
Score: -18475004.000000 Penalty: 6012.104492
	Iteration 17Q: 3 clusters Score -1.8475e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 183353 members 
Entering Unmasked Estep 
Score: -18475100.000000 Penalty: 6012.104492
	Iteration 18Q: 3 clusters Score -1.84751e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 183369 members 
Entering Unmasked Estep 
Score: -18475144.000000 Penalty: 6012.104492
	Iteration 19Q: 3 clusters Score -1.847514e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 183375 members 
Entering Unmasked Estep 
Score: -18475172.000000 Penalty: 6012.104492
	Iteration 20F: 3 clusters Score -1.847517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 183378 members 
Entering Unmasked Estep 
Score: -18475178.000000 Penalty: 6012.104492
	Iteration 21Q: 3 clusters Score -1.847518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 183380 members 
Entering Unmasked Estep 
Score: -18475174.000000 Penalty: 6012.104492
	Iteration 22Q: 3 clusters Score -1.847517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 183380 members 
Entering Unmasked Estep 
Score: -18475192.000000 Penalty: 6012.104492
	Iteration 23Q: 3 clusters Score -1.847519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 183384 members 
Entering Unmasked Estep 
Score: -18475196.000000 Penalty: 6012.104492
	Iteration 24Q: 3 clusters Score -1.84752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 183390 members 
Entering Unmasked Estep 
Score: -18475234.000000 Penalty: 6012.104492
	Iteration 25Q: 3 clusters Score -1.847523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 183390 members 
Entering Unmasked Estep 
Score: -18475234.000000 Penalty: 6012.104492
	Iteration 26Q: 3 clusters Score -1.847523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 183392 members 
Entering Unmasked Estep 
Score: -18475228.000000 Penalty: 6012.104492
	Iteration 27Q: 3 clusters Score -1.847523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 183393 members 
Entering Unmasked Estep 
Score: -18475236.000000 Penalty: 6012.104492
	Iteration 28Q: 3 clusters Score -1.847524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 183394 members 
Entering Unmasked Estep 
Score: -18475252.000000 Penalty: 6012.104492
	Iteration 29Q: 3 clusters Score -1.847525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 183398 members 
Entering Unmasked Estep 
Score: -18475260.000000 Penalty: 6012.104492
	Iteration 30Q: 3 clusters Score -1.847526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 183402 members 
Entering Unmasked Estep 
Score: -18475274.000000 Penalty: 6012.104492
	Iteration 31Q: 3 clusters Score -1.847527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 183404 members 
Entering Unmasked Estep 
Score: -18475264.000000 Penalty: 6012.104492
	Iteration 32Q: 3 clusters Score -1.847526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 183405 members 
Entering Unmasked Estep 
Score: -18475266.000000 Penalty: 6012.104492
	Iteration 33Q: 3 clusters Score -1.847527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 183405 members 
Entering Unmasked Estep 
Score: -18475266.000000 Penalty: 6012.104492
	Iteration 34F: 3 clusters Score -1.847527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Entering Unmasked Estep 
Score: -2005170.000000 Penalty: 2460.684082
	Iteration 0F: 2 clusters Score -2005170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1990803.500000 Penalty: 4921.368164
	Iteration 0F: 3 clusters Score -1990804 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1995690.750000 Penalty: 4921.368164
	Iteration 1F: 3 clusters Score -1995691 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1996187.125000 Penalty: 4921.368164
	Iteration 2F: 3 clusters Score -1996187 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1996625.250000 Penalty: 4921.368164
	Iteration 3Q: 3 clusters Score -1996625 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1997041.000000 Penalty: 4921.368164
	Iteration 4Q: 3 clusters Score -1997041 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1997419.500000 Penalty: 4921.368164
	Iteration 5Q: 3 clusters Score -1997420 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1997760.875000 Penalty: 4921.368164
	Iteration 6Q: 3 clusters Score -1997761 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1998028.000000 Penalty: 4921.368164
	Iteration 7Q: 3 clusters Score -1998028 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1998276.625000 Penalty: 4921.368164
	Iteration 8Q: 3 clusters Score -1998277 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1998514.375000 Penalty: 4921.368164
	Iteration 9Q: 3 clusters Score -1998514 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1998737.750000 Penalty: 4921.368164
	Iteration 10Q: 3 clusters Score -1998738 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1998960.625000 Penalty: 4921.368164
	Iteration 11Q: 3 clusters Score -1998961 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1999167.500000 Penalty: 4921.368164
	Iteration 12Q: 3 clusters Score -1999168 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1999359.750000 Penalty: 4921.368164
	Iteration 13Q: 3 clusters Score -1999360 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1999539.875000 Penalty: 4921.368164
	Iteration 14Q: 3 clusters Score -1999540 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1999705.500000 Penalty: 4921.368164
	Iteration 15Q: 3 clusters Score -1999706 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1999860.625000 Penalty: 4921.368164
	Iteration 16Q: 3 clusters Score -1999861 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1999980.125000 Penalty: 4921.368164
	Iteration 17Q: 3 clusters Score -1999980 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2000108.875000 Penalty: 4921.368164
	Iteration 18Q: 3 clusters Score -2000109 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2000218.250000 Penalty: 4921.368164
	Iteration 19Q: 3 clusters Score -2000218 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2000328.625000 Penalty: 4921.368164
	Iteration 20F: 3 clusters Score -2000329 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2000423.250000 Penalty: 4921.368164
	Iteration 21Q: 3 clusters Score -2000423 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2000515.625000 Penalty: 4921.368164
	Iteration 22Q: 3 clusters Score -2000516 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2000610.750000 Penalty: 4921.368164
	Iteration 23Q: 3 clusters Score -2000611 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2000713.250000 Penalty: 4921.368164
	Iteration 24Q: 3 clusters Score -2000713 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2000823.250000 Penalty: 4921.368164
	Iteration 25Q: 3 clusters Score -2000823 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2000936.250000 Penalty: 4921.368164
	Iteration 26Q: 3 clusters Score -2000936 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2001078.125000 Penalty: 4921.368164
	Iteration 27Q: 3 clusters Score -2001078 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2001213.375000 Penalty: 4921.368164
	Iteration 28Q: 3 clusters Score -2001213 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2001339.625000 Penalty: 4921.368164
	Iteration 29Q: 3 clusters Score -2001340 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2001465.125000 Penalty: 4921.368164
	Iteration 30Q: 3 clusters Score -2001465 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2001595.375000 Penalty: 4921.368164
	Iteration 31Q: 3 clusters Score -2001595 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2001704.875000 Penalty: 4921.368164
	Iteration 32Q: 3 clusters Score -2001705 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2001799.500000 Penalty: 4921.368164
	Iteration 33Q: 3 clusters Score -2001800 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2001887.375000 Penalty: 4921.368164
	Iteration 34Q: 3 clusters Score -2001887 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2001991.500000 Penalty: 4921.368164
	Iteration 35Q: 3 clusters Score -2001992 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2002086.250000 Penalty: 4921.368164
	Iteration 36Q: 3 clusters Score -2002086 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2002197.375000 Penalty: 4921.368164
	Iteration 37Q: 3 clusters Score -2002197 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2002309.125000 Penalty: 4921.368164
	Iteration 38Q: 3 clusters Score -2002309 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2002402.625000 Penalty: 4921.368164
	Iteration 39Q: 3 clusters Score -2002403 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2002501.000000 Penalty: 4921.368164
	Iteration 40F: 3 clusters Score -2002501 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2002567.500000 Penalty: 4921.368164
	Iteration 41Q: 3 clusters Score -2002568 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2002624.875000 Penalty: 4921.368164
	Iteration 42Q: 3 clusters Score -2002625 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2002667.625000 Penalty: 4921.368164
	Iteration 43Q: 3 clusters Score -2002668 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2002689.000000 Penalty: 4921.368164
	Iteration 44Q: 3 clusters Score -2002689 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2002714.125000 Penalty: 4921.368164
	Iteration 45Q: 3 clusters Score -2002714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2002739.250000 Penalty: 4921.368164
	Iteration 46Q: 3 clusters Score -2002739 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2002765.000000 Penalty: 4921.368164
	Iteration 47Q: 3 clusters Score -2002765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2002787.500000 Penalty: 4921.368164
	Iteration 48Q: 3 clusters Score -2002788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2002802.625000 Penalty: 4921.368164
	Iteration 49Q: 3 clusters Score -2002803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2002818.625000 Penalty: 4921.368164
	Iteration 50Q: 3 clusters Score -2002819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2002825.500000 Penalty: 4921.368164
	Iteration 51Q: 3 clusters Score -2002826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2002836.250000 Penalty: 4921.368164
	Iteration 52Q: 3 clusters Score -2002836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2002846.625000 Penalty: 4921.368164
	Iteration 53Q: 3 clusters Score -2002847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2002863.125000 Penalty: 4921.368164
	Iteration 54Q: 3 clusters Score -2002863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2002870.250000 Penalty: 4921.368164
	Iteration 55Q: 3 clusters Score -2002870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2002876.875000 Penalty: 4921.368164
	Iteration 56Q: 3 clusters Score -2002877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2002888.875000 Penalty: 4921.368164
	Iteration 57Q: 3 clusters Score -2002889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2002895.625000 Penalty: 4921.368164
	Iteration 58Q: 3 clusters Score -2002896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2002900.875000 Penalty: 4921.368164
	Iteration 59Q: 3 clusters Score -2002901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2002905.500000 Penalty: 4921.368164
	Iteration 60F: 3 clusters Score -2002906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2002912.375000 Penalty: 4921.368164
	Iteration 61Q: 3 clusters Score -2002912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2002912.375000 Penalty: 4921.368164
	Iteration 62Q: 3 clusters Score -2002912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2002919.875000 Penalty: 4921.368164
	Iteration 63Q: 3 clusters Score -2002920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2002927.000000 Penalty: 4921.368164
	Iteration 64Q: 3 clusters Score -2002927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2002934.500000 Penalty: 4921.368164
	Iteration 65Q: 3 clusters Score -2002934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2002939.000000 Penalty: 4921.368164
	Iteration 66Q: 3 clusters Score -2002939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2002942.875000 Penalty: 4921.368164
	Iteration 67Q: 3 clusters Score -2002943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2002955.250000 Penalty: 4921.368164
	Iteration 68Q: 3 clusters Score -2002955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2002955.375000 Penalty: 4921.368164
	Iteration 69Q: 3 clusters Score -2002955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2002958.375000 Penalty: 4921.368164
	Iteration 70Q: 3 clusters Score -2002958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2002959.625000 Penalty: 4921.368164
	Iteration 71Q: 3 clusters Score -2002960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2002959.750000 Penalty: 4921.368164
	Iteration 72Q: 3 clusters Score -2002960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2002961.000000 Penalty: 4921.368164
	Iteration 73Q: 3 clusters Score -2002961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2002965.000000 Penalty: 4921.368164
	Iteration 74Q: 3 clusters Score -2002965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2002962.000000 Penalty: 4921.368164
	Iteration 75Q: 3 clusters Score -2002962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2002963.500000 Penalty: 4921.368164
	Iteration 76Q: 3 clusters Score -2002964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2002964.500000 Penalty: 4921.368164
	Iteration 77Q: 3 clusters Score -2002964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2002967.375000 Penalty: 4921.368164
	Iteration 78Q: 3 clusters Score -2002967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2002970.000000 Penalty: 4921.368164
	Iteration 79Q: 3 clusters Score -2002970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2002970.625000 Penalty: 4921.368164
	Iteration 80F: 3 clusters Score -2002971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2002971.125000 Penalty: 4921.368164
	Iteration 81Q: 3 clusters Score -2002971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2002972.750000 Penalty: 4921.368164
	Iteration 82Q: 3 clusters Score -2002973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2002972.625000 Penalty: 4921.368164
	Iteration 83Q: 3 clusters Score -2002973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2002974.125000 Penalty: 4921.368164
	Iteration 84Q: 3 clusters Score -2002974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2002973.375000 Penalty: 4921.368164
	Iteration 85Q: 3 clusters Score -2002973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2002974.000000 Penalty: 4921.368164
	Iteration 86Q: 3 clusters Score -2002974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2002974.000000 Penalty: 4921.368164
	Iteration 87F: 3 clusters Score -2002974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Entering Unmasked Estep 
Score: -4404924.000000 Penalty: 2647.384521
	Iteration 0F: 2 clusters Score -4404924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -4375804.500000 Penalty: 5294.769043
	Iteration 0F: 3 clusters Score -4375804 nChanged 19802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -4386709.000000 Penalty: 5294.769043
	Iteration 1F: 3 clusters Score -4386709 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -4387252.500000 Penalty: 5294.769043
	Iteration 2Q: 3 clusters Score -4387252 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -4387746.000000 Penalty: 5294.769043
	Iteration 3Q: 3 clusters Score -4387746 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -4388254.000000 Penalty: 5294.769043
	Iteration 4Q: 3 clusters Score -4388254 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -4388815.000000 Penalty: 5294.769043
	Iteration 5Q: 3 clusters Score -4388815 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -4389409.000000 Penalty: 5294.769043
	Iteration 6Q: 3 clusters Score -4389409 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -4390182.000000 Penalty: 5294.769043
	Iteration 7Q: 3 clusters Score -4390182 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -4391138.500000 Penalty: 5294.769043
	Iteration 8Q: 3 clusters Score -4391138 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4392368.000000 Penalty: 5294.769043
	Iteration 9Q: 3 clusters Score -4392368 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -4393815.500000 Penalty: 5294.769043
	Iteration 10F: 3 clusters Score -4393816 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4395352.500000 Penalty: 5294.769043
	Iteration 11F: 3 clusters Score -4395352 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -4396710.000000 Penalty: 5294.769043
	Iteration 12Q: 3 clusters Score -4396710 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -4397826.500000 Penalty: 5294.769043
	Iteration 13Q: 3 clusters Score -4397826 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -4398845.500000 Penalty: 5294.769043
	Iteration 14Q: 3 clusters Score -4398846 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4399824.000000 Penalty: 5294.769043
	Iteration 15Q: 3 clusters Score -4399824 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -4400598.500000 Penalty: 5294.769043
	Iteration 16Q: 3 clusters Score -4400598 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -4401064.000000 Penalty: 5294.769043
	Iteration 17Q: 3 clusters Score -4401064 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -4401371.500000 Penalty: 5294.769043
	Iteration 18Q: 3 clusters Score -4401372 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -4401524.500000 Penalty: 5294.769043
	Iteration 19Q: 3 clusters Score -4401524 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -4401634.500000 Penalty: 5294.769043
	Iteration 20F: 3 clusters Score -4401634 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -4401709.000000 Penalty: 5294.769043
	Iteration 21Q: 3 clusters Score -4401709 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4401800.000000 Penalty: 5294.769043
	Iteration 22Q: 3 clusters Score -4401800 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -4401848.500000 Penalty: 5294.769043
	Iteration 23Q: 3 clusters Score -4401848 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -4401878.000000 Penalty: 5294.769043
	Iteration 24Q: 3 clusters Score -4401878 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -4401931.500000 Penalty: 5294.769043
	Iteration 25Q: 3 clusters Score -4401932 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -4401972.000000 Penalty: 5294.769043
	Iteration 26Q: 3 clusters Score -4401972 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -4401985.500000 Penalty: 5294.769043
	Iteration 27Q: 3 clusters Score -4401986 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -4402006.000000 Penalty: 5294.769043
	Iteration 28Q: 3 clusters Score -4402006 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -4402022.000000 Penalty: 5294.769043
	Iteration 29Q: 3 clusters Score -4402022 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4402027.000000 Penalty: 5294.769043
	Iteration 30Q: 3 clusters Score -4402027 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -4402048.000000 Penalty: 5294.769043
	Iteration 31Q: 3 clusters Score -4402048 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -4402060.500000 Penalty: 5294.769043
	Iteration 32Q: 3 clusters Score -4402060 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -4402072.500000 Penalty: 5294.769043
	Iteration 33Q: 3 clusters Score -4402072 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -4402089.500000 Penalty: 5294.769043
	Iteration 34Q: 3 clusters Score -4402090 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -4402127.000000 Penalty: 5294.769043
	Iteration 35Q: 3 clusters Score -4402127 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -4402146.500000 Penalty: 5294.769043
	Iteration 36Q: 3 clusters Score -4402146 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -4402156.500000 Penalty: 5294.769043
	Iteration 37Q: 3 clusters Score -4402156 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -4402189.000000 Penalty: 5294.769043
	Iteration 38Q: 3 clusters Score -4402189 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -4402226.500000 Penalty: 5294.769043
	Iteration 39Q: 3 clusters Score -4402226 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -4402252.000000 Penalty: 5294.769043
	Iteration 40F: 3 clusters Score -4402252 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -4402281.500000 Penalty: 5294.769043
	Iteration 41Q: 3 clusters Score -4402282 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -4402310.000000 Penalty: 5294.769043
	Iteration 42Q: 3 clusters Score -4402310 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -4402323.500000 Penalty: 5294.769043
	Iteration 43Q: 3 clusters Score -4402324 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -4402362.500000 Penalty: 5294.769043
	Iteration 44Q: 3 clusters Score -4402362 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4402397.000000 Penalty: 5294.769043
	Iteration 45Q: 3 clusters Score -4402397 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -4402424.000000 Penalty: 5294.769043
	Iteration 46Q: 3 clusters Score -4402424 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -4402471.500000 Penalty: 5294.769043
	Iteration 47Q: 3 clusters Score -4402472 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -4402544.500000 Penalty: 5294.769043
	Iteration 48Q: 3 clusters Score -4402544 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -4402593.500000 Penalty: 5294.769043
	Iteration 49Q: 3 clusters Score -4402594 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -4402643.000000 Penalty: 5294.769043
	Iteration 50Q: 3 clusters Score -4402643 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4402746.000000 Penalty: 5294.769043
	Iteration 51Q: 3 clusters Score -4402746 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -4402844.500000 Penalty: 5294.769043
	Iteration 52Q: 3 clusters Score -4402844 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4402971.000000 Penalty: 5294.769043
	Iteration 53Q: 3 clusters Score -4402971 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -4403094.000000 Penalty: 5294.769043
	Iteration 54Q: 3 clusters Score -4403094 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -4403257.500000 Penalty: 5294.769043
	Iteration 55Q: 3 clusters Score -4403258 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4403560.000000 Penalty: 5294.769043
	Iteration 56Q: 3 clusters Score -4403560 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -4403929.500000 Penalty: 5294.769043
	Iteration 57Q: 3 clusters Score -4403930 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -4404383.500000 Penalty: 5294.769043
	Iteration 58Q: 3 clusters Score -4404384 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -4404795.500000 Penalty: 5294.769043
	Iteration 59Q: 3 clusters Score -4404796 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -4405314.500000 Penalty: 5294.769043
	Iteration 60F: 3 clusters Score -4405314 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -4405853.500000 Penalty: 5294.769043
	Iteration 61Q: 3 clusters Score -4405854 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -4406053.500000 Penalty: 5294.769043
	Iteration 62Q: 3 clusters Score -4406054 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -4406192.000000 Penalty: 5294.769043
	Iteration 63Q: 3 clusters Score -4406192 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -4406280.500000 Penalty: 5294.769043
	Iteration 64Q: 3 clusters Score -4406280 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -4406343.500000 Penalty: 5294.769043
	Iteration 65Q: 3 clusters Score -4406344 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -4406383.500000 Penalty: 5294.769043
	Iteration 66Q: 3 clusters Score -4406384 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -4406411.000000 Penalty: 5294.769043
	Iteration 67Q: 3 clusters Score -4406411 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -4406414.500000 Penalty: 5294.769043
	Iteration 68Q: 3 clusters Score -4406414 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -4406435.000000 Penalty: 5294.769043
	Iteration 69Q: 3 clusters Score -4406435 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -4406447.500000 Penalty: 5294.769043
	Iteration 70Q: 3 clusters Score -4406448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -4406466.000000 Penalty: 5294.769043
	Iteration 71Q: 3 clusters Score -4406466 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -4406472.500000 Penalty: 5294.769043
	Iteration 72Q: 3 clusters Score -4406472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -4406469.000000 Penalty: 5294.769043
	Iteration 73Q: 3 clusters Score -4406469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -4406471.500000 Penalty: 5294.769043
	Iteration 74Q: 3 clusters Score -4406472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -4406476.000000 Penalty: 5294.769043
	Iteration 75Q: 3 clusters Score -4406476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -4406481.000000 Penalty: 5294.769043
	Iteration 76Q: 3 clusters Score -4406481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -4406483.500000 Penalty: 5294.769043
	Iteration 77Q: 3 clusters Score -4406484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -4406484.500000 Penalty: 5294.769043
	Iteration 78Q: 3 clusters Score -4406484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -4406484.000000 Penalty: 5294.769043
	Iteration 79Q: 3 clusters Score -4406484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -4406483.500000 Penalty: 5294.769043
	Iteration 80F: 3 clusters Score -4406484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -4406476.000000 Penalty: 5294.769043
	Iteration 81Q: 3 clusters Score -4406476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -4406468.000000 Penalty: 5294.769043
	Iteration 82Q: 3 clusters Score -4406468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -4406467.500000 Penalty: 5294.769043
	Iteration 83Q: 3 clusters Score -4406468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -4406467.500000 Penalty: 5294.769043
	Iteration 84F: 3 clusters Score -4406468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8468 members 
Mstep: Class 5 contains 66203 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41875 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23877 members 
Mstep: Class 11 contains 66534 members 
Mstep: Class 12 contains 43222 members 
Mstep: Class 13 contains 197891 members 
Mstep: Class 14 contains 19649 members 
Mstep: Class 15 contains 10901 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79577 members 
Mstep: Class 18 contains 232687 members 
Mstep: Class 19 contains 22362 members 
Mstep: Class 20 contains 183722 members 
Mstep: Class 21 contains 20376 members 
Mstep: Class 22 contains 17439 members 
Mstep: Class 23 contains 37066 members 
Mstep: Class 24 contains 10806 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12560 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99035 members 
Mstep: Class 31 contains 282758 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 25819 members 
Entering Unmasked Estep 
Score: -157151616.000000 Penalty: 127643.281250
Splitting cluster 22 changes total score from -157150736.000000 to -157151616.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (37066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Entering Unmasked Estep 
Score: -3390222.250000 Penalty: 2609.072998
	Iteration 0F: 2 clusters Score -3390222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3365131.250000 Penalty: 5218.145996
	Iteration 0F: 3 clusters Score -3365131 nChanged 16807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3374758.250000 Penalty: 5218.145996
	Iteration 1F: 3 clusters Score -3374758 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -3375589.750000 Penalty: 5218.145996
	Iteration 2F: 3 clusters Score -3375590 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3376390.500000 Penalty: 5218.145996
	Iteration 3F: 3 clusters Score -3376390 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3377109.000000 Penalty: 5218.145996
	Iteration 4Q: 3 clusters Score -3377109 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3377841.250000 Penalty: 5218.145996
	Iteration 5Q: 3 clusters Score -3377841 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3378571.250000 Penalty: 5218.145996
	Iteration 6Q: 3 clusters Score -3378571 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3379371.250000 Penalty: 5218.145996
	Iteration 7Q: 3 clusters Score -3379371 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -3380159.750000 Penalty: 5218.145996
	Iteration 8Q: 3 clusters Score -3380160 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3380959.250000 Penalty: 5218.145996
	Iteration 9Q: 3 clusters Score -3380959 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3381748.000000 Penalty: 5218.145996
	Iteration 10Q: 3 clusters Score -3381748 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3382453.000000 Penalty: 5218.145996
	Iteration 11Q: 3 clusters Score -3382453 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -3383005.500000 Penalty: 5218.145996
	Iteration 12Q: 3 clusters Score -3383006 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3383425.250000 Penalty: 5218.145996
	Iteration 13Q: 3 clusters Score -3383425 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3383660.000000 Penalty: 5218.145996
	Iteration 14Q: 3 clusters Score -3383660 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3383801.750000 Penalty: 5218.145996
	Iteration 15Q: 3 clusters Score -3383802 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3383897.250000 Penalty: 5218.145996
	Iteration 16Q: 3 clusters Score -3383897 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3383998.500000 Penalty: 5218.145996
	Iteration 17Q: 3 clusters Score -3383998 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3384068.750000 Penalty: 5218.145996
	Iteration 18Q: 3 clusters Score -3384069 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3384118.000000 Penalty: 5218.145996
	Iteration 19Q: 3 clusters Score -3384118 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3384153.250000 Penalty: 5218.145996
	Iteration 20F: 3 clusters Score -3384153 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3384211.250000 Penalty: 5218.145996
	Iteration 21Q: 3 clusters Score -3384211 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3384275.000000 Penalty: 5218.145996
	Iteration 22Q: 3 clusters Score -3384275 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3384335.750000 Penalty: 5218.145996
	Iteration 23Q: 3 clusters Score -3384336 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3384399.500000 Penalty: 5218.145996
	Iteration 24Q: 3 clusters Score -3384400 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3384450.750000 Penalty: 5218.145996
	Iteration 25Q: 3 clusters Score -3384451 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3384489.000000 Penalty: 5218.145996
	Iteration 26Q: 3 clusters Score -3384489 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3384549.500000 Penalty: 5218.145996
	Iteration 27Q: 3 clusters Score -3384550 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3384625.750000 Penalty: 5218.145996
	Iteration 28Q: 3 clusters Score -3384626 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3384687.250000 Penalty: 5218.145996
	Iteration 29Q: 3 clusters Score -3384687 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3384769.500000 Penalty: 5218.145996
	Iteration 30Q: 3 clusters Score -3384770 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3384833.000000 Penalty: 5218.145996
	Iteration 31Q: 3 clusters Score -3384833 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3384914.000000 Penalty: 5218.145996
	Iteration 32Q: 3 clusters Score -3384914 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3384986.250000 Penalty: 5218.145996
	Iteration 33Q: 3 clusters Score -3384986 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3385057.750000 Penalty: 5218.145996
	Iteration 34Q: 3 clusters Score -3385058 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3385132.000000 Penalty: 5218.145996
	Iteration 35Q: 3 clusters Score -3385132 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3385230.750000 Penalty: 5218.145996
	Iteration 36Q: 3 clusters Score -3385231 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3385314.000000 Penalty: 5218.145996
	Iteration 37Q: 3 clusters Score -3385314 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3385404.000000 Penalty: 5218.145996
	Iteration 38Q: 3 clusters Score -3385404 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3385504.250000 Penalty: 5218.145996
	Iteration 39Q: 3 clusters Score -3385504 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -3385588.500000 Penalty: 5218.145996
	Iteration 40F: 3 clusters Score -3385588 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -3385661.000000 Penalty: 5218.145996
	Iteration 41Q: 3 clusters Score -3385661 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3385767.750000 Penalty: 5218.145996
	Iteration 42Q: 3 clusters Score -3385768 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -3385867.000000 Penalty: 5218.145996
	Iteration 43Q: 3 clusters Score -3385867 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3385978.500000 Penalty: 5218.145996
	Iteration 44Q: 3 clusters Score -3385978 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -3386071.000000 Penalty: 5218.145996
	Iteration 45Q: 3 clusters Score -3386071 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3386154.000000 Penalty: 5218.145996
	Iteration 46Q: 3 clusters Score -3386154 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -3386270.000000 Penalty: 5218.145996
	Iteration 47Q: 3 clusters Score -3386270 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -3386373.250000 Penalty: 5218.145996
	Iteration 48Q: 3 clusters Score -3386373 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3386510.750000 Penalty: 5218.145996
	Iteration 49Q: 3 clusters Score -3386511 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -3386653.750000 Penalty: 5218.145996
	Iteration 50Q: 3 clusters Score -3386654 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -3386782.750000 Penalty: 5218.145996
	Iteration 51Q: 3 clusters Score -3386783 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3386900.000000 Penalty: 5218.145996
	Iteration 52Q: 3 clusters Score -3386900 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -3387000.000000 Penalty: 5218.145996
	Iteration 53Q: 3 clusters Score -3387000 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -3387104.250000 Penalty: 5218.145996
	Iteration 54Q: 3 clusters Score -3387104 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -3387195.000000 Penalty: 5218.145996
	Iteration 55Q: 3 clusters Score -3387195 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3387279.750000 Penalty: 5218.145996
	Iteration 56Q: 3 clusters Score -3387280 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3387367.500000 Penalty: 5218.145996
	Iteration 57Q: 3 clusters Score -3387368 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3387452.500000 Penalty: 5218.145996
	Iteration 58Q: 3 clusters Score -3387452 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3387546.250000 Penalty: 5218.145996
	Iteration 59Q: 3 clusters Score -3387546 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3387630.750000 Penalty: 5218.145996
	Iteration 60F: 3 clusters Score -3387631 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3387677.250000 Penalty: 5218.145996
	Iteration 61Q: 3 clusters Score -3387677 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3387730.000000 Penalty: 5218.145996
	Iteration 62Q: 3 clusters Score -3387730 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3387814.000000 Penalty: 5218.145996
	Iteration 63Q: 3 clusters Score -3387814 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3387886.000000 Penalty: 5218.145996
	Iteration 64Q: 3 clusters Score -3387886 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3387962.000000 Penalty: 5218.145996
	Iteration 65Q: 3 clusters Score -3387962 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3388037.500000 Penalty: 5218.145996
	Iteration 66Q: 3 clusters Score -3388038 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3388093.500000 Penalty: 5218.145996
	Iteration 67Q: 3 clusters Score -3388094 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3388136.750000 Penalty: 5218.145996
	Iteration 68Q: 3 clusters Score -3388137 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3388217.000000 Penalty: 5218.145996
	Iteration 69Q: 3 clusters Score -3388217 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3388276.500000 Penalty: 5218.145996
	Iteration 70Q: 3 clusters Score -3388276 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -3388332.750000 Penalty: 5218.145996
	Iteration 71Q: 3 clusters Score -3388333 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3388376.250000 Penalty: 5218.145996
	Iteration 72Q: 3 clusters Score -3388376 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3388422.750000 Penalty: 5218.145996
	Iteration 73Q: 3 clusters Score -3388423 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3388463.500000 Penalty: 5218.145996
	Iteration 74Q: 3 clusters Score -3388464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3388500.500000 Penalty: 5218.145996
	Iteration 75Q: 3 clusters Score -3388500 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3388528.500000 Penalty: 5218.145996
	Iteration 76Q: 3 clusters Score -3388528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3388548.000000 Penalty: 5218.145996
	Iteration 77Q: 3 clusters Score -3388548 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3388568.500000 Penalty: 5218.145996
	Iteration 78Q: 3 clusters Score -3388568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3388575.750000 Penalty: 5218.145996
	Iteration 79Q: 3 clusters Score -3388576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3388598.000000 Penalty: 5218.145996
	Iteration 80F: 3 clusters Score -3388598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3388615.000000 Penalty: 5218.145996
	Iteration 81Q: 3 clusters Score -3388615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3388632.000000 Penalty: 5218.145996
	Iteration 82Q: 3 clusters Score -3388632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3388632.000000 Penalty: 5218.145996
	Iteration 83Q: 3 clusters Score -3388632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3388638.750000 Penalty: 5218.145996
	Iteration 84Q: 3 clusters Score -3388639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3388654.750000 Penalty: 5218.145996
	Iteration 85Q: 3 clusters Score -3388655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3388654.000000 Penalty: 5218.145996
	Iteration 86Q: 3 clusters Score -3388654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3388658.250000 Penalty: 5218.145996
	Iteration 87Q: 3 clusters Score -3388658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3388660.750000 Penalty: 5218.145996
	Iteration 88Q: 3 clusters Score -3388661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3388669.500000 Penalty: 5218.145996
	Iteration 89Q: 3 clusters Score -3388670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3388675.500000 Penalty: 5218.145996
	Iteration 90Q: 3 clusters Score -3388676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3388689.750000 Penalty: 5218.145996
	Iteration 91Q: 3 clusters Score -3388690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3388695.000000 Penalty: 5218.145996
	Iteration 92Q: 3 clusters Score -3388695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3388700.000000 Penalty: 5218.145996
	Iteration 93Q: 3 clusters Score -3388700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3388703.000000 Penalty: 5218.145996
	Iteration 94Q: 3 clusters Score -3388703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3388709.250000 Penalty: 5218.145996
	Iteration 95Q: 3 clusters Score -3388709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3388705.250000 Penalty: 5218.145996
	Iteration 96Q: 3 clusters Score -3388705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3388706.500000 Penalty: 5218.145996
	Iteration 97Q: 3 clusters Score -3388706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3388711.250000 Penalty: 5218.145996
	Iteration 98Q: 3 clusters Score -3388711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3388710.000000 Penalty: 5218.145996
	Iteration 99Q: 3 clusters Score -3388710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3388715.250000 Penalty: 5218.145996
	Iteration 100F: 3 clusters Score -3388715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3388711.750000 Penalty: 5218.145996
	Iteration 101Q: 3 clusters Score -3388712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3388712.000000 Penalty: 5218.145996
	Iteration 102Q: 3 clusters Score -3388712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3388717.000000 Penalty: 5218.145996
	Iteration 103Q: 3 clusters Score -3388717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3388716.500000 Penalty: 5218.145996
	Iteration 104Q: 3 clusters Score -3388716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3388715.250000 Penalty: 5218.145996
	Iteration 105Q: 3 clusters Score -3388715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3388715.000000 Penalty: 5218.145996
	Iteration 106Q: 3 clusters Score -3388715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3388715.000000 Penalty: 5218.145996
	Iteration 107F: 3 clusters Score -3388715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Entering Unmasked Estep 
Score: -1040282.375000 Penalty: 2303.388672
	Iteration 0F: 2 clusters Score -1040282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1032068.750000 Penalty: 4606.777344
	Iteration 0F: 3 clusters Score -1032069 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1034600.687500 Penalty: 4606.777344
	Iteration 1F: 3 clusters Score -1034601 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1034980.875000 Penalty: 4606.777344
	Iteration 2F: 3 clusters Score -1034981 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1035291.000000 Penalty: 4606.777344
	Iteration 3F: 3 clusters Score -1035291 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1035597.437500 Penalty: 4606.777344
	Iteration 4Q: 3 clusters Score -1035597 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1035938.375000 Penalty: 4606.777344
	Iteration 5F: 3 clusters Score -1035938 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1036309.875000 Penalty: 4606.777344
	Iteration 6Q: 3 clusters Score -1036310 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1036659.750000 Penalty: 4606.777344
	Iteration 7Q: 3 clusters Score -1036660 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1036950.187500 Penalty: 4606.777344
	Iteration 8Q: 3 clusters Score -1036950 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1037219.187500 Penalty: 4606.777344
	Iteration 9Q: 3 clusters Score -1037219 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1037455.000000 Penalty: 4606.777344
	Iteration 10Q: 3 clusters Score -1037455 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1037664.000000 Penalty: 4606.777344
	Iteration 11Q: 3 clusters Score -1037664 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1037840.812500 Penalty: 4606.777344
	Iteration 12Q: 3 clusters Score -1037841 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1037965.000000 Penalty: 4606.777344
	Iteration 13Q: 3 clusters Score -1037965 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1038056.312500 Penalty: 4606.777344
	Iteration 14Q: 3 clusters Score -1038056 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1038127.750000 Penalty: 4606.777344
	Iteration 15Q: 3 clusters Score -1038128 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1038197.250000 Penalty: 4606.777344
	Iteration 16Q: 3 clusters Score -1038197 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1038264.437500 Penalty: 4606.777344
	Iteration 17Q: 3 clusters Score -1038264 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1038347.687500 Penalty: 4606.777344
	Iteration 18Q: 3 clusters Score -1038348 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1038464.062500 Penalty: 4606.777344
	Iteration 19Q: 3 clusters Score -1038464 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1038596.062500 Penalty: 4606.777344
	Iteration 20F: 3 clusters Score -1038596 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1038674.500000 Penalty: 4606.777344
	Iteration 21Q: 3 clusters Score -1038674 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1038732.125000 Penalty: 4606.777344
	Iteration 22Q: 3 clusters Score -1038732 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1038782.187500 Penalty: 4606.777344
	Iteration 23Q: 3 clusters Score -1038782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1038807.562500 Penalty: 4606.777344
	Iteration 24Q: 3 clusters Score -1038808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1038827.937500 Penalty: 4606.777344
	Iteration 25Q: 3 clusters Score -1038828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1038844.187500 Penalty: 4606.777344
	Iteration 26Q: 3 clusters Score -1038844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1038851.125000 Penalty: 4606.777344
	Iteration 27Q: 3 clusters Score -1038851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1038857.312500 Penalty: 4606.777344
	Iteration 28Q: 3 clusters Score -1038857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1038862.687500 Penalty: 4606.777344
	Iteration 29Q: 3 clusters Score -1038863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1038866.125000 Penalty: 4606.777344
	Iteration 30Q: 3 clusters Score -1038866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1038865.500000 Penalty: 4606.777344
	Iteration 31Q: 3 clusters Score -1038866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1038869.812500 Penalty: 4606.777344
	Iteration 32Q: 3 clusters Score -1038870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1038878.062500 Penalty: 4606.777344
	Iteration 33Q: 3 clusters Score -1038878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1038881.312500 Penalty: 4606.777344
	Iteration 34Q: 3 clusters Score -1038881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1038887.937500 Penalty: 4606.777344
	Iteration 35Q: 3 clusters Score -1038888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1038896.812500 Penalty: 4606.777344
	Iteration 36Q: 3 clusters Score -1038897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1038903.812500 Penalty: 4606.777344
	Iteration 37Q: 3 clusters Score -1038904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1038910.500000 Penalty: 4606.777344
	Iteration 38Q: 3 clusters Score -1038910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1038917.062500 Penalty: 4606.777344
	Iteration 39Q: 3 clusters Score -1038917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1038923.312500 Penalty: 4606.777344
	Iteration 40F: 3 clusters Score -1038923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1038928.562500 Penalty: 4606.777344
	Iteration 41Q: 3 clusters Score -1038929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1038936.312500 Penalty: 4606.777344
	Iteration 42Q: 3 clusters Score -1038936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1038939.687500 Penalty: 4606.777344
	Iteration 43Q: 3 clusters Score -1038940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1038941.187500 Penalty: 4606.777344
	Iteration 44Q: 3 clusters Score -1038941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1038946.187500 Penalty: 4606.777344
	Iteration 45Q: 3 clusters Score -1038946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1038948.187500 Penalty: 4606.777344
	Iteration 46Q: 3 clusters Score -1038948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1038952.750000 Penalty: 4606.777344
	Iteration 47Q: 3 clusters Score -1038953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1038955.312500 Penalty: 4606.777344
	Iteration 48Q: 3 clusters Score -1038955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1038958.250000 Penalty: 4606.777344
	Iteration 49Q: 3 clusters Score -1038958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1038961.687500 Penalty: 4606.777344
	Iteration 50Q: 3 clusters Score -1038962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1038961.562500 Penalty: 4606.777344
	Iteration 51Q: 3 clusters Score -1038962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1038966.562500 Penalty: 4606.777344
	Iteration 52Q: 3 clusters Score -1038967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1038965.125000 Penalty: 4606.777344
	Iteration 53Q: 3 clusters Score -1038965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1038972.250000 Penalty: 4606.777344
	Iteration 54Q: 3 clusters Score -1038972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1038972.062500 Penalty: 4606.777344
	Iteration 55Q: 3 clusters Score -1038972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1038974.937500 Penalty: 4606.777344
	Iteration 56Q: 3 clusters Score -1038975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1038973.875000 Penalty: 4606.777344
	Iteration 57Q: 3 clusters Score -1038974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1038973.125000 Penalty: 4606.777344
	Iteration 58Q: 3 clusters Score -1038973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1038974.625000 Penalty: 4606.777344
	Iteration 59Q: 3 clusters Score -1038975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1038978.875000 Penalty: 4606.777344
	Iteration 60F: 3 clusters Score -1038979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1038979.000000 Penalty: 4606.777344
	Iteration 61Q: 3 clusters Score -1038979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1038980.500000 Penalty: 4606.777344
	Iteration 62Q: 3 clusters Score -1038980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1038980.750000 Penalty: 4606.777344
	Iteration 63Q: 3 clusters Score -1038981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1038981.125000 Penalty: 4606.777344
	Iteration 64Q: 3 clusters Score -1038981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1038980.000000 Penalty: 4606.777344
	Iteration 65Q: 3 clusters Score -1038980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1038980.437500 Penalty: 4606.777344
	Iteration 66Q: 3 clusters Score -1038980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1038980.437500 Penalty: 4606.777344
	Iteration 67F: 3 clusters Score -1038980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Entering Unmasked Estep 
Score: -919189.062500 Penalty: 2264.829834
	Iteration 0F: 2 clusters Score -919189.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -911945.187500 Penalty: 4529.659668
	Iteration 0F: 3 clusters Score -911945.2 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -913919.625000 Penalty: 4529.659668
	Iteration 1F: 3 clusters Score -913919.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -914217.937500 Penalty: 4529.659668
	Iteration 2F: 3 clusters Score -914217.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -914485.562500 Penalty: 4529.659668
	Iteration 3F: 3 clusters Score -914485.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -914793.562500 Penalty: 4529.659668
	Iteration 4Q: 3 clusters Score -914793.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -915169.562500 Penalty: 4529.659668
	Iteration 5Q: 3 clusters Score -915169.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -915578.437500 Penalty: 4529.659668
	Iteration 6F: 3 clusters Score -915578.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -916018.812500 Penalty: 4529.659668
	Iteration 7F: 3 clusters Score -916018.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -916450.437500 Penalty: 4529.659668
	Iteration 8F: 3 clusters Score -916450.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -916877.875000 Penalty: 4529.659668
	Iteration 9F: 3 clusters Score -916877.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -917220.000000 Penalty: 4529.659668
	Iteration 10Q: 3 clusters Score -917220 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -917437.750000 Penalty: 4529.659668
	Iteration 11Q: 3 clusters Score -917437.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -917558.562500 Penalty: 4529.659668
	Iteration 12Q: 3 clusters Score -917558.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -917668.750000 Penalty: 4529.659668
	Iteration 13Q: 3 clusters Score -917668.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -917762.687500 Penalty: 4529.659668
	Iteration 14Q: 3 clusters Score -917762.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -917845.437500 Penalty: 4529.659668
	Iteration 15Q: 3 clusters Score -917845.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -917916.750000 Penalty: 4529.659668
	Iteration 16Q: 3 clusters Score -917916.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -917975.562500 Penalty: 4529.659668
	Iteration 17Q: 3 clusters Score -917975.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -918044.437500 Penalty: 4529.659668
	Iteration 18Q: 3 clusters Score -918044.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -918092.500000 Penalty: 4529.659668
	Iteration 19Q: 3 clusters Score -918092.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -918123.812500 Penalty: 4529.659668
	Iteration 20F: 3 clusters Score -918123.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -918148.125000 Penalty: 4529.659668
	Iteration 21Q: 3 clusters Score -918148.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -918170.062500 Penalty: 4529.659668
	Iteration 22Q: 3 clusters Score -918170.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -918190.500000 Penalty: 4529.659668
	Iteration 23Q: 3 clusters Score -918190.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -918209.750000 Penalty: 4529.659668
	Iteration 24Q: 3 clusters Score -918209.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -918234.625000 Penalty: 4529.659668
	Iteration 25Q: 3 clusters Score -918234.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -918251.750000 Penalty: 4529.659668
	Iteration 26Q: 3 clusters Score -918251.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -918260.562500 Penalty: 4529.659668
	Iteration 27Q: 3 clusters Score -918260.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -918270.000000 Penalty: 4529.659668
	Iteration 28Q: 3 clusters Score -918270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -918276.375000 Penalty: 4529.659668
	Iteration 29Q: 3 clusters Score -918276.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -918280.687500 Penalty: 4529.659668
	Iteration 30Q: 3 clusters Score -918280.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -918285.562500 Penalty: 4529.659668
	Iteration 31Q: 3 clusters Score -918285.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -918288.187500 Penalty: 4529.659668
	Iteration 32Q: 3 clusters Score -918288.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -918292.375000 Penalty: 4529.659668
	Iteration 33Q: 3 clusters Score -918292.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -918296.875000 Penalty: 4529.659668
	Iteration 34Q: 3 clusters Score -918296.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -918301.625000 Penalty: 4529.659668
	Iteration 35Q: 3 clusters Score -918301.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -918302.625000 Penalty: 4529.659668
	Iteration 36Q: 3 clusters Score -918302.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -918300.750000 Penalty: 4529.659668
	Iteration 37Q: 3 clusters Score -918300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -918301.625000 Penalty: 4529.659668
	Iteration 38Q: 3 clusters Score -918301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -918303.625000 Penalty: 4529.659668
	Iteration 39Q: 3 clusters Score -918303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -918304.062500 Penalty: 4529.659668
	Iteration 40F: 3 clusters Score -918304.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -918304.562500 Penalty: 4529.659668
	Iteration 41Q: 3 clusters Score -918304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -918306.687500 Penalty: 4529.659668
	Iteration 42Q: 3 clusters Score -918306.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -918306.187500 Penalty: 4529.659668
	Iteration 43Q: 3 clusters Score -918306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -918306.187500 Penalty: 4529.659668
	Iteration 44Q: 3 clusters Score -918306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -918306.375000 Penalty: 4529.659668
	Iteration 45Q: 3 clusters Score -918306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -918308.875000 Penalty: 4529.659668
	Iteration 46Q: 3 clusters Score -918308.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -918310.000000 Penalty: 4529.659668
	Iteration 47Q: 3 clusters Score -918310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -918310.625000 Penalty: 4529.659668
	Iteration 48Q: 3 clusters Score -918310.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -918309.750000 Penalty: 4529.659668
	Iteration 49Q: 3 clusters Score -918309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -918309.125000 Penalty: 4529.659668
	Iteration 50Q: 3 clusters Score -918309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -918311.687500 Penalty: 4529.659668
	Iteration 51Q: 3 clusters Score -918311.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -918313.812500 Penalty: 4529.659668
	Iteration 52Q: 3 clusters Score -918313.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -918314.375000 Penalty: 4529.659668
	Iteration 53Q: 3 clusters Score -918314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -918314.312500 Penalty: 4529.659668
	Iteration 54Q: 3 clusters Score -918314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -918314.937500 Penalty: 4529.659668
	Iteration 55Q: 3 clusters Score -918314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -918317.437500 Penalty: 4529.659668
	Iteration 56Q: 3 clusters Score -918317.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -918316.875000 Penalty: 4529.659668
	Iteration 57Q: 3 clusters Score -918316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -918319.500000 Penalty: 4529.659668
	Iteration 58Q: 3 clusters Score -918319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -918318.750000 Penalty: 4529.659668
	Iteration 59Q: 3 clusters Score -918318.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -918318.750000 Penalty: 4529.659668
	Iteration 60F: 3 clusters Score -918318.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Entering Unmasked Estep 
Score: -1274853.125000 Penalty: 2340.691650
	Iteration 0F: 2 clusters Score -1274853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1265453.000000 Penalty: 4681.383301
	Iteration 0F: 3 clusters Score -1265453 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1268288.000000 Penalty: 4681.383301
	Iteration 1F: 3 clusters Score -1268288 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1268674.750000 Penalty: 4681.383301
	Iteration 2F: 3 clusters Score -1268675 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1269002.500000 Penalty: 4681.383301
	Iteration 3F: 3 clusters Score -1269002 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1269281.000000 Penalty: 4681.383301
	Iteration 4Q: 3 clusters Score -1269281 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1269576.000000 Penalty: 4681.383301
	Iteration 5Q: 3 clusters Score -1269576 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1269872.250000 Penalty: 4681.383301
	Iteration 6Q: 3 clusters Score -1269872 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1270153.875000 Penalty: 4681.383301
	Iteration 7Q: 3 clusters Score -1270154 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1270406.500000 Penalty: 4681.383301
	Iteration 8Q: 3 clusters Score -1270406 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1270668.500000 Penalty: 4681.383301
	Iteration 9Q: 3 clusters Score -1270668 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1270959.000000 Penalty: 4681.383301
	Iteration 10Q: 3 clusters Score -1270959 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1271261.500000 Penalty: 4681.383301
	Iteration 11Q: 3 clusters Score -1271262 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1271578.750000 Penalty: 4681.383301
	Iteration 12Q: 3 clusters Score -1271579 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1271871.375000 Penalty: 4681.383301
	Iteration 13Q: 3 clusters Score -1271871 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1272113.125000 Penalty: 4681.383301
	Iteration 14Q: 3 clusters Score -1272113 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1272295.375000 Penalty: 4681.383301
	Iteration 15Q: 3 clusters Score -1272295 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1272408.000000 Penalty: 4681.383301
	Iteration 16Q: 3 clusters Score -1272408 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1272518.125000 Penalty: 4681.383301
	Iteration 17Q: 3 clusters Score -1272518 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1272602.875000 Penalty: 4681.383301
	Iteration 18Q: 3 clusters Score -1272603 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1272665.000000 Penalty: 4681.383301
	Iteration 19Q: 3 clusters Score -1272665 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1272721.375000 Penalty: 4681.383301
	Iteration 20F: 3 clusters Score -1272721 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1272767.000000 Penalty: 4681.383301
	Iteration 21Q: 3 clusters Score -1272767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1272804.750000 Penalty: 4681.383301
	Iteration 22Q: 3 clusters Score -1272805 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1272836.000000 Penalty: 4681.383301
	Iteration 23Q: 3 clusters Score -1272836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1272855.125000 Penalty: 4681.383301
	Iteration 24Q: 3 clusters Score -1272855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1272869.000000 Penalty: 4681.383301
	Iteration 25Q: 3 clusters Score -1272869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1272886.875000 Penalty: 4681.383301
	Iteration 26Q: 3 clusters Score -1272887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1272895.500000 Penalty: 4681.383301
	Iteration 27Q: 3 clusters Score -1272896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1272904.375000 Penalty: 4681.383301
	Iteration 28Q: 3 clusters Score -1272904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1272909.250000 Penalty: 4681.383301
	Iteration 29Q: 3 clusters Score -1272909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1272910.500000 Penalty: 4681.383301
	Iteration 30Q: 3 clusters Score -1272910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1272910.875000 Penalty: 4681.383301
	Iteration 31Q: 3 clusters Score -1272911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1272913.500000 Penalty: 4681.383301
	Iteration 32Q: 3 clusters Score -1272914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1272914.000000 Penalty: 4681.383301
	Iteration 33Q: 3 clusters Score -1272914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1272913.250000 Penalty: 4681.383301
	Iteration 34Q: 3 clusters Score -1272913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1272917.125000 Penalty: 4681.383301
	Iteration 35Q: 3 clusters Score -1272917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1272917.125000 Penalty: 4681.383301
	Iteration 36F: 3 clusters Score -1272917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Entering Unmasked Estep 
Score: -717291.625000 Penalty: 2213.545654
	Iteration 0F: 2 clusters Score -717291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -711149.187500 Penalty: 4427.091309
	Iteration 0F: 3 clusters Score -711149.2 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -712910.750000 Penalty: 4427.091309
	Iteration 1F: 3 clusters Score -712910.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -713345.375000 Penalty: 4427.091309
	Iteration 2F: 3 clusters Score -713345.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -713749.500000 Penalty: 4427.091309
	Iteration 3F: 3 clusters Score -713749.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -714156.375000 Penalty: 4427.091309
	Iteration 4F: 3 clusters Score -714156.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -714569.625000 Penalty: 4427.091309
	Iteration 5F: 3 clusters Score -714569.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -714908.812500 Penalty: 4427.091309
	Iteration 6F: 3 clusters Score -714908.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -715160.000000 Penalty: 4427.091309
	Iteration 7Q: 3 clusters Score -715160 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -715331.750000 Penalty: 4427.091309
	Iteration 8Q: 3 clusters Score -715331.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -715438.500000 Penalty: 4427.091309
	Iteration 9Q: 3 clusters Score -715438.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -715501.937500 Penalty: 4427.091309
	Iteration 10Q: 3 clusters Score -715501.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -715547.312500 Penalty: 4427.091309
	Iteration 11Q: 3 clusters Score -715547.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -715584.375000 Penalty: 4427.091309
	Iteration 12Q: 3 clusters Score -715584.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -715611.062500 Penalty: 4427.091309
	Iteration 13Q: 3 clusters Score -715611.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -715647.437500 Penalty: 4427.091309
	Iteration 14Q: 3 clusters Score -715647.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -715692.375000 Penalty: 4427.091309
	Iteration 15Q: 3 clusters Score -715692.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -715729.687500 Penalty: 4427.091309
	Iteration 16Q: 3 clusters Score -715729.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -715756.750000 Penalty: 4427.091309
	Iteration 17Q: 3 clusters Score -715756.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -715787.875000 Penalty: 4427.091309
	Iteration 18Q: 3 clusters Score -715787.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -715810.625000 Penalty: 4427.091309
	Iteration 19Q: 3 clusters Score -715810.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -715832.062500 Penalty: 4427.091309
	Iteration 20F: 3 clusters Score -715832.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -715843.875000 Penalty: 4427.091309
	Iteration 21Q: 3 clusters Score -715843.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -715852.187500 Penalty: 4427.091309
	Iteration 22Q: 3 clusters Score -715852.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -715858.500000 Penalty: 4427.091309
	Iteration 23Q: 3 clusters Score -715858.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -715869.250000 Penalty: 4427.091309
	Iteration 24Q: 3 clusters Score -715869.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -715884.500000 Penalty: 4427.091309
	Iteration 25Q: 3 clusters Score -715884.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -715899.187500 Penalty: 4427.091309
	Iteration 26Q: 3 clusters Score -715899.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -715911.500000 Penalty: 4427.091309
	Iteration 27Q: 3 clusters Score -715911.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -715924.750000 Penalty: 4427.091309
	Iteration 28Q: 3 clusters Score -715924.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -715936.937500 Penalty: 4427.091309
	Iteration 29Q: 3 clusters Score -715936.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -715952.437500 Penalty: 4427.091309
	Iteration 30Q: 3 clusters Score -715952.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -715964.750000 Penalty: 4427.091309
	Iteration 31Q: 3 clusters Score -715964.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -715970.812500 Penalty: 4427.091309
	Iteration 32Q: 3 clusters Score -715970.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -715975.437500 Penalty: 4427.091309
	Iteration 33Q: 3 clusters Score -715975.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -715978.687500 Penalty: 4427.091309
	Iteration 34Q: 3 clusters Score -715978.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -715979.625000 Penalty: 4427.091309
	Iteration 35Q: 3 clusters Score -715979.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -715982.437500 Penalty: 4427.091309
	Iteration 36Q: 3 clusters Score -715982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -715987.250000 Penalty: 4427.091309
	Iteration 37Q: 3 clusters Score -715987.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -715988.812500 Penalty: 4427.091309
	Iteration 38Q: 3 clusters Score -715988.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -715991.437500 Penalty: 4427.091309
	Iteration 39Q: 3 clusters Score -715991.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -715992.375000 Penalty: 4427.091309
	Iteration 40F: 3 clusters Score -715992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -715991.812500 Penalty: 4427.091309
	Iteration 41Q: 3 clusters Score -715991.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -715991.812500 Penalty: 4427.091309
	Iteration 42F: 3 clusters Score -715991.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Entering Unmasked Estep 
Score: -1584737.875000 Penalty: 2405.773193
	Iteration 0F: 2 clusters Score -1584738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1573047.375000 Penalty: 4811.546387
	Iteration 0F: 3 clusters Score -1573047 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1576748.375000 Penalty: 4811.546387
	Iteration 1F: 3 clusters Score -1576748 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1577115.000000 Penalty: 4811.546387
	Iteration 2F: 3 clusters Score -1577115 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1577409.500000 Penalty: 4811.546387
	Iteration 3Q: 3 clusters Score -1577410 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1577686.750000 Penalty: 4811.546387
	Iteration 4Q: 3 clusters Score -1577687 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1577966.875000 Penalty: 4811.546387
	Iteration 5Q: 3 clusters Score -1577967 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1578280.375000 Penalty: 4811.546387
	Iteration 6Q: 3 clusters Score -1578280 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1578692.125000 Penalty: 4811.546387
	Iteration 7Q: 3 clusters Score -1578692 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1579260.000000 Penalty: 4811.546387
	Iteration 8F: 3 clusters Score -1579260 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1579910.750000 Penalty: 4811.546387
	Iteration 9F: 3 clusters Score -1579911 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1580596.750000 Penalty: 4811.546387
	Iteration 10F: 3 clusters Score -1580597 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1581208.625000 Penalty: 4811.546387
	Iteration 11F: 3 clusters Score -1581209 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1581667.875000 Penalty: 4811.546387
	Iteration 12Q: 3 clusters Score -1581668 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1581976.750000 Penalty: 4811.546387
	Iteration 13Q: 3 clusters Score -1581977 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1582169.375000 Penalty: 4811.546387
	Iteration 14Q: 3 clusters Score -1582169 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1582309.000000 Penalty: 4811.546387
	Iteration 15Q: 3 clusters Score -1582309 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1582394.625000 Penalty: 4811.546387
	Iteration 16Q: 3 clusters Score -1582395 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1582457.625000 Penalty: 4811.546387
	Iteration 17Q: 3 clusters Score -1582458 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1582505.750000 Penalty: 4811.546387
	Iteration 18Q: 3 clusters Score -1582506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1582537.625000 Penalty: 4811.546387
	Iteration 19Q: 3 clusters Score -1582538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1582565.250000 Penalty: 4811.546387
	Iteration 20F: 3 clusters Score -1582565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1582590.000000 Penalty: 4811.546387
	Iteration 21Q: 3 clusters Score -1582590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1582610.500000 Penalty: 4811.546387
	Iteration 22Q: 3 clusters Score -1582610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1582624.125000 Penalty: 4811.546387
	Iteration 23Q: 3 clusters Score -1582624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1582639.750000 Penalty: 4811.546387
	Iteration 24Q: 3 clusters Score -1582640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1582657.625000 Penalty: 4811.546387
	Iteration 25Q: 3 clusters Score -1582658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1582671.750000 Penalty: 4811.546387
	Iteration 26Q: 3 clusters Score -1582672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1582687.875000 Penalty: 4811.546387
	Iteration 27Q: 3 clusters Score -1582688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1582695.000000 Penalty: 4811.546387
	Iteration 28Q: 3 clusters Score -1582695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1582703.875000 Penalty: 4811.546387
	Iteration 29Q: 3 clusters Score -1582704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1582705.875000 Penalty: 4811.546387
	Iteration 30Q: 3 clusters Score -1582706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1582717.750000 Penalty: 4811.546387
	Iteration 31Q: 3 clusters Score -1582718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1582722.000000 Penalty: 4811.546387
	Iteration 32Q: 3 clusters Score -1582722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1582723.750000 Penalty: 4811.546387
	Iteration 33Q: 3 clusters Score -1582724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1582726.875000 Penalty: 4811.546387
	Iteration 34Q: 3 clusters Score -1582727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1582726.250000 Penalty: 4811.546387
	Iteration 35Q: 3 clusters Score -1582726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1582731.750000 Penalty: 4811.546387
	Iteration 36Q: 3 clusters Score -1582732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1582732.750000 Penalty: 4811.546387
	Iteration 37Q: 3 clusters Score -1582733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1582736.875000 Penalty: 4811.546387
	Iteration 38Q: 3 clusters Score -1582737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1582736.625000 Penalty: 4811.546387
	Iteration 39Q: 3 clusters Score -1582737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1582740.750000 Penalty: 4811.546387
	Iteration 40F: 3 clusters Score -1582741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1582743.000000 Penalty: 4811.546387
	Iteration 41Q: 3 clusters Score -1582743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1582746.750000 Penalty: 4811.546387
	Iteration 42Q: 3 clusters Score -1582747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1582747.125000 Penalty: 4811.546387
	Iteration 43Q: 3 clusters Score -1582747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1582747.750000 Penalty: 4811.546387
	Iteration 44Q: 3 clusters Score -1582748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1582747.750000 Penalty: 4811.546387
	Iteration 45F: 3 clusters Score -1582748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Entering Unmasked Estep 
Score: -903839.937500 Penalty: 2258.585449
	Iteration 0F: 2 clusters Score -903839.9 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 4479 members 
Entering Unmasked Estep 
Score: -896734.937500 Penalty: 4517.170898
	Iteration 0F: 3 clusters Score -896734.9 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -898685.312500 Penalty: 4517.170898
	Iteration 1F: 3 clusters Score -898685.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -898937.187500 Penalty: 4517.170898
	Iteration 2F: 3 clusters Score -898937.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -899155.250000 Penalty: 4517.170898
	Iteration 3Q: 3 clusters Score -899155.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -899334.562500 Penalty: 4517.170898
	Iteration 4Q: 3 clusters Score -899334.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -899502.625000 Penalty: 4517.170898
	Iteration 5Q: 3 clusters Score -899502.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -899651.500000 Penalty: 4517.170898
	Iteration 6Q: 3 clusters Score -899651.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -899798.625000 Penalty: 4517.170898
	Iteration 7Q: 3 clusters Score -899798.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -899967.125000 Penalty: 4517.170898
	Iteration 8Q: 3 clusters Score -899967.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -900160.875000 Penalty: 4517.170898
	Iteration 9Q: 3 clusters Score -900160.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -900366.687500 Penalty: 4517.170898
	Iteration 10Q: 3 clusters Score -900366.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -900594.562500 Penalty: 4517.170898
	Iteration 11Q: 3 clusters Score -900594.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -900818.750000 Penalty: 4517.170898
	Iteration 12Q: 3 clusters Score -900818.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -901037.375000 Penalty: 4517.170898
	Iteration 13Q: 3 clusters Score -901037.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -901257.062500 Penalty: 4517.170898
	Iteration 14Q: 3 clusters Score -901257.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -901458.187500 Penalty: 4517.170898
	Iteration 15Q: 3 clusters Score -901458.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -901619.687500 Penalty: 4517.170898
	Iteration 16Q: 3 clusters Score -901619.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -901748.875000 Penalty: 4517.170898
	Iteration 17Q: 3 clusters Score -901748.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -901855.875000 Penalty: 4517.170898
	Iteration 18Q: 3 clusters Score -901855.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -901930.000000 Penalty: 4517.170898
	Iteration 19Q: 3 clusters Score -901930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -901972.375000 Penalty: 4517.170898
	Iteration 20F: 3 clusters Score -901972.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -902003.625000 Penalty: 4517.170898
	Iteration 21Q: 3 clusters Score -902003.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -902028.812500 Penalty: 4517.170898
	Iteration 22Q: 3 clusters Score -902028.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -902041.500000 Penalty: 4517.170898
	Iteration 23Q: 3 clusters Score -902041.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -902051.687500 Penalty: 4517.170898
	Iteration 24Q: 3 clusters Score -902051.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -902057.437500 Penalty: 4517.170898
	Iteration 25Q: 3 clusters Score -902057.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -902060.187500 Penalty: 4517.170898
	Iteration 26Q: 3 clusters Score -902060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -902064.250000 Penalty: 4517.170898
	Iteration 27Q: 3 clusters Score -902064.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -902069.250000 Penalty: 4517.170898
	Iteration 28Q: 3 clusters Score -902069.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -902071.625000 Penalty: 4517.170898
	Iteration 29Q: 3 clusters Score -902071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -902075.062500 Penalty: 4517.170898
	Iteration 30Q: 3 clusters Score -902075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -902076.500000 Penalty: 4517.170898
	Iteration 31Q: 3 clusters Score -902076.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -902078.687500 Penalty: 4517.170898
	Iteration 32Q: 3 clusters Score -902078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -902079.625000 Penalty: 4517.170898
	Iteration 33Q: 3 clusters Score -902079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -902081.437500 Penalty: 4517.170898
	Iteration 34Q: 3 clusters Score -902081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -902080.562500 Penalty: 4517.170898
	Iteration 35Q: 3 clusters Score -902080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -902083.250000 Penalty: 4517.170898
	Iteration 36Q: 3 clusters Score -902083.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -902083.250000 Penalty: 4517.170898
	Iteration 37F: 3 clusters Score -902083.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (99035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99035 members 
Entering Unmasked Estep 
Score: -10136278.000000 Penalty: 2852.800537
	Iteration 0F: 2 clusters Score -1.013628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -10069742.000000 Penalty: 5705.601074
	Iteration 0F: 3 clusters Score -1.006974e+07 nChanged 47111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -10097061.000000 Penalty: 5705.601074
	Iteration 1F: 3 clusters Score -1.009706e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -10098500.000000 Penalty: 5705.601074
	Iteration 2Q: 3 clusters Score -1.00985e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -10100765.000000 Penalty: 5705.601074
	Iteration 3Q: 3 clusters Score -1.010076e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -10104678.000000 Penalty: 5705.601074
	Iteration 4F: 3 clusters Score -1.010468e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 74177 members 
Entering Unmasked Estep 
Score: -10111160.000000 Penalty: 5705.601074
	Iteration 5F: 3 clusters Score -1.011116e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -10119486.000000 Penalty: 5705.601074
	Iteration 6F: 3 clusters Score -1.011949e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -10126796.000000 Penalty: 5705.601074
	Iteration 7F: 3 clusters Score -1.01268e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 94308 members 
Entering Unmasked Estep 
Score: -10130895.000000 Penalty: 5705.601074
	Iteration 8Q: 3 clusters Score -1.01309e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -10132848.000000 Penalty: 5705.601074
	Iteration 9Q: 3 clusters Score -1.013285e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 97317 members 
Entering Unmasked Estep 
Score: -10133614.000000 Penalty: 5705.601074
	Iteration 10Q: 3 clusters Score -1.013361e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 97688 members 
Entering Unmasked Estep 
Score: -10133971.000000 Penalty: 5705.601074
	Iteration 11Q: 3 clusters Score -1.013397e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 97844 members 
Entering Unmasked Estep 
Score: -10134168.000000 Penalty: 5705.601074
	Iteration 12Q: 3 clusters Score -1.013417e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 97927 members 
Entering Unmasked Estep 
Score: -10134279.000000 Penalty: 5705.601074
	Iteration 13Q: 3 clusters Score -1.013428e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 97978 members 
Entering Unmasked Estep 
Score: -10134336.000000 Penalty: 5705.601074
	Iteration 14Q: 3 clusters Score -1.013434e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 98002 members 
Entering Unmasked Estep 
Score: -10134383.000000 Penalty: 5705.601074
	Iteration 15Q: 3 clusters Score -1.013438e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -10134410.000000 Penalty: 5705.601074
	Iteration 16Q: 3 clusters Score -1.013441e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 98038 members 
Entering Unmasked Estep 
Score: -10134444.000000 Penalty: 5705.601074
	Iteration 17Q: 3 clusters Score -1.013444e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 98067 members 
Entering Unmasked Estep 
Score: -10134494.000000 Penalty: 5705.601074
	Iteration 18Q: 3 clusters Score -1.013449e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 98071 members 
Entering Unmasked Estep 
Score: -10134491.000000 Penalty: 5705.601074
	Iteration 19Q: 3 clusters Score -1.013449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 98082 members 
Entering Unmasked Estep 
Score: -10134490.000000 Penalty: 5705.601074
	Iteration 20F: 3 clusters Score -1.013449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 98094 members 
Entering Unmasked Estep 
Score: -10134501.000000 Penalty: 5705.601074
	Iteration 21Q: 3 clusters Score -1.01345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 98103 members 
Entering Unmasked Estep 
Score: -10134506.000000 Penalty: 5705.601074
	Iteration 22Q: 3 clusters Score -1.013451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 98113 members 
Entering Unmasked Estep 
Score: -10134510.000000 Penalty: 5705.601074
	Iteration 23Q: 3 clusters Score -1.013451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 98119 members 
Entering Unmasked Estep 
Score: -10134511.000000 Penalty: 5705.601074
	Iteration 24Q: 3 clusters Score -1.013451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -10134516.000000 Penalty: 5705.601074
	Iteration 25Q: 3 clusters Score -1.013452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
Score: -10134527.000000 Penalty: 5705.601074
	Iteration 26Q: 3 clusters Score -1.013453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 98137 members 
Entering Unmasked Estep 
Score: -10134537.000000 Penalty: 5705.601074
	Iteration 27Q: 3 clusters Score -1.013454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 98141 members 
Entering Unmasked Estep 
Score: -10134554.000000 Penalty: 5705.601074
	Iteration 28Q: 3 clusters Score -1.013455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 98147 members 
Entering Unmasked Estep 
Score: -10134546.000000 Penalty: 5705.601074
	Iteration 29Q: 3 clusters Score -1.013455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 98150 members 
Entering Unmasked Estep 
Score: -10134551.000000 Penalty: 5705.601074
	Iteration 30Q: 3 clusters Score -1.013455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 98155 members 
Entering Unmasked Estep 
Score: -10134557.000000 Penalty: 5705.601074
	Iteration 31Q: 3 clusters Score -1.013456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 98156 members 
Entering Unmasked Estep 
Score: -10134549.000000 Penalty: 5705.601074
	Iteration 32Q: 3 clusters Score -1.013455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 98156 members 
Entering Unmasked Estep 
Score: -10134557.000000 Penalty: 5705.601074
	Iteration 33Q: 3 clusters Score -1.013456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -10134561.000000 Penalty: 5705.601074
	Iteration 34Q: 3 clusters Score -1.013456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 98162 members 
Entering Unmasked Estep 
Score: -10134552.000000 Penalty: 5705.601074
	Iteration 35Q: 3 clusters Score -1.013455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 98166 members 
Entering Unmasked Estep 
Score: -10134559.000000 Penalty: 5705.601074
	Iteration 36Q: 3 clusters Score -1.013456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 98167 members 
Entering Unmasked Estep 
Score: -10134552.000000 Penalty: 5705.601074
	Iteration 37Q: 3 clusters Score -1.013455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 98170 members 
Entering Unmasked Estep 
Score: -10134555.000000 Penalty: 5705.601074
	Iteration 38Q: 3 clusters Score -1.013456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 98172 members 
Entering Unmasked Estep 
Score: -10134549.000000 Penalty: 5705.601074
	Iteration 39Q: 3 clusters Score -1.013455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 98171 members 
Entering Unmasked Estep 
Score: -10134552.000000 Penalty: 5705.601074
	Iteration 40F: 3 clusters Score -1.013455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (282758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282758 members 
Entering Unmasked Estep 
Score: -28306186.000000 Penalty: 3112.981934
	Iteration 0F: 2 clusters Score -2.830619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141600 members 
Mstep: Class 2 contains 141158 members 
Entering Unmasked Estep 
Score: -28126420.000000 Penalty: 6225.963867
	Iteration 0F: 3 clusters Score -2.812642e+07 nChanged 136928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147840 members 
Mstep: Class 2 contains 134918 members 
Entering Unmasked Estep 
Score: -28208996.000000 Penalty: 6225.963867
	Iteration 1F: 3 clusters Score -2.8209e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151861 members 
Mstep: Class 2 contains 130897 members 
Entering Unmasked Estep 
Score: -28211342.000000 Penalty: 6225.963867
	Iteration 2Q: 3 clusters Score -2.821134e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157889 members 
Mstep: Class 2 contains 124869 members 
Entering Unmasked Estep 
Score: -28214714.000000 Penalty: 6225.963867
	Iteration 3Q: 3 clusters Score -2.821471e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166756 members 
Mstep: Class 2 contains 116002 members 
Entering Unmasked Estep 
Score: -28219994.000000 Penalty: 6225.963867
	Iteration 4Q: 3 clusters Score -2.821999e+07 nChanged 15885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178731 members 
Mstep: Class 2 contains 104027 members 
Entering Unmasked Estep 
Score: -28228432.000000 Penalty: 6225.963867
	Iteration 5F: 3 clusters Score -2.822843e+07 nChanged 19049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193688 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -28240268.000000 Penalty: 6225.963867
	Iteration 6F: 3 clusters Score -2.824027e+07 nChanged 20107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209155 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -28255334.000000 Penalty: 6225.963867
	Iteration 7F: 3 clusters Score -2.825533e+07 nChanged 17798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221339 members 
Mstep: Class 2 contains 61419 members 
Entering Unmasked Estep 
Score: -28270072.000000 Penalty: 6225.963867
	Iteration 8F: 3 clusters Score -2.827007e+07 nChanged 14216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228251 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -28281442.000000 Penalty: 6225.963867
	Iteration 9F: 3 clusters Score -2.828144e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231494 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -28287368.000000 Penalty: 6225.963867
	Iteration 10Q: 3 clusters Score -2.828737e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233693 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -28290046.000000 Penalty: 6225.963867
	Iteration 11Q: 3 clusters Score -2.829005e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235723 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -28291928.000000 Penalty: 6225.963867
	Iteration 12Q: 3 clusters Score -2.829193e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237650 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -28293444.000000 Penalty: 6225.963867
	Iteration 13Q: 3 clusters Score -2.829344e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239546 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -28294888.000000 Penalty: 6225.963867
	Iteration 14Q: 3 clusters Score -2.829489e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241368 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -28296412.000000 Penalty: 6225.963867
	Iteration 15Q: 3 clusters Score -2.829641e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243069 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -28297982.000000 Penalty: 6225.963867
	Iteration 16Q: 3 clusters Score -2.829798e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244655 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -28299210.000000 Penalty: 6225.963867
	Iteration 17Q: 3 clusters Score -2.829921e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246054 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -28300144.000000 Penalty: 6225.963867
	Iteration 18Q: 3 clusters Score -2.830014e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247343 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -28300758.000000 Penalty: 6225.963867
	Iteration 19Q: 3 clusters Score -2.830076e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248509 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -28301414.000000 Penalty: 6225.963867
	Iteration 20F: 3 clusters Score -2.830141e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249530 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -28301712.000000 Penalty: 6225.963867
	Iteration 21Q: 3 clusters Score -2.830171e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250488 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -28301948.000000 Penalty: 6225.963867
	Iteration 22Q: 3 clusters Score -2.830195e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251400 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -28302022.000000 Penalty: 6225.963867
	Iteration 23Q: 3 clusters Score -2.830202e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252252 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -28302230.000000 Penalty: 6225.963867
	Iteration 24Q: 3 clusters Score -2.830223e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253101 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -28302402.000000 Penalty: 6225.963867
	Iteration 25Q: 3 clusters Score -2.83024e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253860 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -28302468.000000 Penalty: 6225.963867
	Iteration 26Q: 3 clusters Score -2.830247e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254546 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -28302526.000000 Penalty: 6225.963867
	Iteration 27Q: 3 clusters Score -2.830253e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255157 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -28302698.000000 Penalty: 6225.963867
	Iteration 28Q: 3 clusters Score -2.83027e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255746 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -28302728.000000 Penalty: 6225.963867
	Iteration 29Q: 3 clusters Score -2.830273e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256244 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -28302714.000000 Penalty: 6225.963867
	Iteration 30Q: 3 clusters Score -2.830271e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256755 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -28302646.000000 Penalty: 6225.963867
	Iteration 31Q: 3 clusters Score -2.830265e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257243 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -28302754.000000 Penalty: 6225.963867
	Iteration 32Q: 3 clusters Score -2.830275e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257721 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -28302728.000000 Penalty: 6225.963867
	Iteration 33Q: 3 clusters Score -2.830273e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258189 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -28302736.000000 Penalty: 6225.963867
	Iteration 34Q: 3 clusters Score -2.830274e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258630 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -28302756.000000 Penalty: 6225.963867
	Iteration 35Q: 3 clusters Score -2.830276e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259066 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -28302818.000000 Penalty: 6225.963867
	Iteration 36Q: 3 clusters Score -2.830282e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259491 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -28302806.000000 Penalty: 6225.963867
	Iteration 37Q: 3 clusters Score -2.830281e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259928 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -28302724.000000 Penalty: 6225.963867
	Iteration 38Q: 3 clusters Score -2.830272e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260332 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -28302706.000000 Penalty: 6225.963867
	Iteration 39Q: 3 clusters Score -2.830271e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260728 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -28302764.000000 Penalty: 6225.963867
	Iteration 40F: 3 clusters Score -2.830276e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261132 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -28302744.000000 Penalty: 6225.963867
	Iteration 41Q: 3 clusters Score -2.830274e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261510 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -28302788.000000 Penalty: 6225.963867
	Iteration 42Q: 3 clusters Score -2.830279e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261888 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -28302874.000000 Penalty: 6225.963867
	Iteration 43Q: 3 clusters Score -2.830287e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262280 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -28302874.000000 Penalty: 6225.963867
	Iteration 44Q: 3 clusters Score -2.830287e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262651 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -28302912.000000 Penalty: 6225.963867
	Iteration 45Q: 3 clusters Score -2.830291e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263018 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -28302962.000000 Penalty: 6225.963867
	Iteration 46Q: 3 clusters Score -2.830296e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263363 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -28303028.000000 Penalty: 6225.963867
	Iteration 47Q: 3 clusters Score -2.830303e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263673 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -28303016.000000 Penalty: 6225.963867
	Iteration 48Q: 3 clusters Score -2.830302e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263991 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -28303120.000000 Penalty: 6225.963867
	Iteration 49Q: 3 clusters Score -2.830312e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264316 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -28303098.000000 Penalty: 6225.963867
	Iteration 50Q: 3 clusters Score -2.83031e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264617 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -28303158.000000 Penalty: 6225.963867
	Iteration 51Q: 3 clusters Score -2.830316e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264912 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -28303190.000000 Penalty: 6225.963867
	Iteration 52Q: 3 clusters Score -2.830319e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265193 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -28303138.000000 Penalty: 6225.963867
	Iteration 53Q: 3 clusters Score -2.830314e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265484 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -28303148.000000 Penalty: 6225.963867
	Iteration 54Q: 3 clusters Score -2.830315e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265799 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -28303148.000000 Penalty: 6225.963867
	Iteration 55Q: 3 clusters Score -2.830315e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266090 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -28303256.000000 Penalty: 6225.963867
	Iteration 56Q: 3 clusters Score -2.830326e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266384 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -28303324.000000 Penalty: 6225.963867
	Iteration 57Q: 3 clusters Score -2.830332e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266682 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -28303298.000000 Penalty: 6225.963867
	Iteration 58Q: 3 clusters Score -2.83033e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266986 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -28303402.000000 Penalty: 6225.963867
	Iteration 59Q: 3 clusters Score -2.83034e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267281 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -28303442.000000 Penalty: 6225.963867
	Iteration 60F: 3 clusters Score -2.830344e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267562 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -28303532.000000 Penalty: 6225.963867
	Iteration 61Q: 3 clusters Score -2.830353e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267836 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -28303498.000000 Penalty: 6225.963867
	Iteration 62Q: 3 clusters Score -2.83035e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268107 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -28303576.000000 Penalty: 6225.963867
	Iteration 63Q: 3 clusters Score -2.830358e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268337 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -28303606.000000 Penalty: 6225.963867
	Iteration 64Q: 3 clusters Score -2.830361e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268558 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -28303636.000000 Penalty: 6225.963867
	Iteration 65Q: 3 clusters Score -2.830364e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268764 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -28303658.000000 Penalty: 6225.963867
	Iteration 66Q: 3 clusters Score -2.830366e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268953 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -28303670.000000 Penalty: 6225.963867
	Iteration 67Q: 3 clusters Score -2.830367e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269123 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -28303674.000000 Penalty: 6225.963867
	Iteration 68Q: 3 clusters Score -2.830367e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269283 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -28303674.000000 Penalty: 6225.963867
	Iteration 69Q: 3 clusters Score -2.830367e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269430 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -28303682.000000 Penalty: 6225.963867
	Iteration 70Q: 3 clusters Score -2.830368e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269587 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -28303714.000000 Penalty: 6225.963867
	Iteration 71Q: 3 clusters Score -2.830371e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269738 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -28303712.000000 Penalty: 6225.963867
	Iteration 72Q: 3 clusters Score -2.830371e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269905 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -28303706.000000 Penalty: 6225.963867
	Iteration 73Q: 3 clusters Score -2.830371e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270071 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -28303758.000000 Penalty: 6225.963867
	Iteration 74Q: 3 clusters Score -2.830376e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270234 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -28303788.000000 Penalty: 6225.963867
	Iteration 75Q: 3 clusters Score -2.830379e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270391 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -28303828.000000 Penalty: 6225.963867
	Iteration 76Q: 3 clusters Score -2.830383e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270519 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -28303892.000000 Penalty: 6225.963867
	Iteration 77Q: 3 clusters Score -2.830389e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270660 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -28303908.000000 Penalty: 6225.963867
	Iteration 78Q: 3 clusters Score -2.830391e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270803 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -28303926.000000 Penalty: 6225.963867
	Iteration 79Q: 3 clusters Score -2.830393e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270915 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -28303906.000000 Penalty: 6225.963867
	Iteration 80F: 3 clusters Score -2.830391e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271010 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -28303906.000000 Penalty: 6225.963867
	Iteration 81Q: 3 clusters Score -2.830391e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271100 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -28303916.000000 Penalty: 6225.963867
	Iteration 82Q: 3 clusters Score -2.830392e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271185 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -28303898.000000 Penalty: 6225.963867
	Iteration 83Q: 3 clusters Score -2.83039e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271245 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -28303892.000000 Penalty: 6225.963867
	Iteration 84Q: 3 clusters Score -2.830389e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271311 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -28303958.000000 Penalty: 6225.963867
	Iteration 85Q: 3 clusters Score -2.830396e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271371 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -28303974.000000 Penalty: 6225.963867
	Iteration 86Q: 3 clusters Score -2.830397e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271428 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -28303982.000000 Penalty: 6225.963867
	Iteration 87Q: 3 clusters Score -2.830398e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271482 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -28304004.000000 Penalty: 6225.963867
	Iteration 88Q: 3 clusters Score -2.8304e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271534 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -28303976.000000 Penalty: 6225.963867
	Iteration 89Q: 3 clusters Score -2.830398e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271598 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -28303994.000000 Penalty: 6225.963867
	Iteration 90Q: 3 clusters Score -2.830399e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271656 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -28303986.000000 Penalty: 6225.963867
	Iteration 91Q: 3 clusters Score -2.830399e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271705 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -28304022.000000 Penalty: 6225.963867
	Iteration 92Q: 3 clusters Score -2.830402e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271757 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -28304002.000000 Penalty: 6225.963867
	Iteration 93Q: 3 clusters Score -2.8304e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271822 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -28304012.000000 Penalty: 6225.963867
	Iteration 94Q: 3 clusters Score -2.830401e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271888 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -28304002.000000 Penalty: 6225.963867
	Iteration 95Q: 3 clusters Score -2.8304e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271951 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -28304038.000000 Penalty: 6225.963867
	Iteration 96Q: 3 clusters Score -2.830404e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272019 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -28304050.000000 Penalty: 6225.963867
	Iteration 97Q: 3 clusters Score -2.830405e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272093 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -28304054.000000 Penalty: 6225.963867
	Iteration 98Q: 3 clusters Score -2.830405e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272183 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -28304042.000000 Penalty: 6225.963867
	Iteration 99Q: 3 clusters Score -2.830404e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272256 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -28304072.000000 Penalty: 6225.963867
	Iteration 100F: 3 clusters Score -2.830407e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272348 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -28304128.000000 Penalty: 6225.963867
	Iteration 101Q: 3 clusters Score -2.830413e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272436 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -28304108.000000 Penalty: 6225.963867
	Iteration 102Q: 3 clusters Score -2.830411e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272524 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -28304084.000000 Penalty: 6225.963867
	Iteration 103Q: 3 clusters Score -2.830408e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272617 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -28304120.000000 Penalty: 6225.963867
	Iteration 104Q: 3 clusters Score -2.830412e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272693 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -28304166.000000 Penalty: 6225.963867
	Iteration 105Q: 3 clusters Score -2.830417e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272776 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -28304176.000000 Penalty: 6225.963867
	Iteration 106Q: 3 clusters Score -2.830418e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272866 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -28304182.000000 Penalty: 6225.963867
	Iteration 107Q: 3 clusters Score -2.830418e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272937 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -28304122.000000 Penalty: 6225.963867
	Iteration 108Q: 3 clusters Score -2.830412e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272997 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -28304170.000000 Penalty: 6225.963867
	Iteration 109Q: 3 clusters Score -2.830417e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273048 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -28304160.000000 Penalty: 6225.963867
	Iteration 110Q: 3 clusters Score -2.830416e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273102 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -28304184.000000 Penalty: 6225.963867
	Iteration 111Q: 3 clusters Score -2.830418e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273158 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -28304152.000000 Penalty: 6225.963867
	Iteration 112Q: 3 clusters Score -2.830415e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273211 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -28304158.000000 Penalty: 6225.963867
	Iteration 113Q: 3 clusters Score -2.830416e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273256 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -28304170.000000 Penalty: 6225.963867
	Iteration 114Q: 3 clusters Score -2.830417e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273291 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -28304170.000000 Penalty: 6225.963867
	Iteration 115Q: 3 clusters Score -2.830417e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273326 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -28304198.000000 Penalty: 6225.963867
	Iteration 116Q: 3 clusters Score -2.83042e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273365 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -28304180.000000 Penalty: 6225.963867
	Iteration 117Q: 3 clusters Score -2.830418e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273404 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -28304186.000000 Penalty: 6225.963867
	Iteration 118Q: 3 clusters Score -2.830419e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273443 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -28304194.000000 Penalty: 6225.963867
	Iteration 119Q: 3 clusters Score -2.830419e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273486 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -28304222.000000 Penalty: 6225.963867
	Iteration 120F: 3 clusters Score -2.830422e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273521 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -28304222.000000 Penalty: 6225.963867
	Iteration 121Q: 3 clusters Score -2.830422e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273556 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -28304224.000000 Penalty: 6225.963867
	Iteration 122Q: 3 clusters Score -2.830422e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273585 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -28304264.000000 Penalty: 6225.963867
	Iteration 123Q: 3 clusters Score -2.830426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273615 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -28304256.000000 Penalty: 6225.963867
	Iteration 124Q: 3 clusters Score -2.830426e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273649 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -28304248.000000 Penalty: 6225.963867
	Iteration 125Q: 3 clusters Score -2.830425e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273681 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -28304226.000000 Penalty: 6225.963867
	Iteration 126Q: 3 clusters Score -2.830423e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273712 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -28304218.000000 Penalty: 6225.963867
	Iteration 127Q: 3 clusters Score -2.830422e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273741 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -28304218.000000 Penalty: 6225.963867
	Iteration 128Q: 3 clusters Score -2.830422e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273773 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -28304226.000000 Penalty: 6225.963867
	Iteration 129Q: 3 clusters Score -2.830423e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273809 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -28304220.000000 Penalty: 6225.963867
	Iteration 130Q: 3 clusters Score -2.830422e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273840 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -28304226.000000 Penalty: 6225.963867
	Iteration 131Q: 3 clusters Score -2.830423e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273871 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -28304228.000000 Penalty: 6225.963867
	Iteration 132Q: 3 clusters Score -2.830423e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273900 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -28304252.000000 Penalty: 6225.963867
	Iteration 133Q: 3 clusters Score -2.830425e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273927 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -28304266.000000 Penalty: 6225.963867
	Iteration 134Q: 3 clusters Score -2.830427e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273957 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -28304242.000000 Penalty: 6225.963867
	Iteration 135Q: 3 clusters Score -2.830424e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273980 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -28304246.000000 Penalty: 6225.963867
	Iteration 136Q: 3 clusters Score -2.830425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273995 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -28304238.000000 Penalty: 6225.963867
	Iteration 137Q: 3 clusters Score -2.830424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274003 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -28304254.000000 Penalty: 6225.963867
	Iteration 138Q: 3 clusters Score -2.830425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274012 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -28304238.000000 Penalty: 6225.963867
	Iteration 139Q: 3 clusters Score -2.830424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274020 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -28304252.000000 Penalty: 6225.963867
	Iteration 140F: 3 clusters Score -2.830425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274031 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -28304250.000000 Penalty: 6225.963867
	Iteration 141Q: 3 clusters Score -2.830425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274044 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -28304226.000000 Penalty: 6225.963867
	Iteration 142Q: 3 clusters Score -2.830423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274058 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -28304260.000000 Penalty: 6225.963867
	Iteration 143Q: 3 clusters Score -2.830426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274069 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -28304258.000000 Penalty: 6225.963867
	Iteration 144Q: 3 clusters Score -2.830426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274075 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -28304260.000000 Penalty: 6225.963867
	Iteration 145Q: 3 clusters Score -2.830426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274080 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -28304266.000000 Penalty: 6225.963867
	Iteration 146Q: 3 clusters Score -2.830427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274085 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -28304266.000000 Penalty: 6225.963867
	Iteration 147Q: 3 clusters Score -2.830427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274088 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -28304266.000000 Penalty: 6225.963867
	Iteration 148Q: 3 clusters Score -2.830427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274088 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -28304266.000000 Penalty: 6225.963867
	Iteration 149F: 3 clusters Score -2.830427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Entering Unmasked Estep 
Score: -496321.531250 Penalty: 2121.656738
	Iteration 0F: 2 clusters Score -496321.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -491779.875000 Penalty: 4243.313477
	Iteration 0F: 3 clusters Score -491779.9 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -493154.125000 Penalty: 4243.313477
	Iteration 1F: 3 clusters Score -493154.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -493567.468750 Penalty: 4243.313477
	Iteration 2F: 3 clusters Score -493567.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -493821.500000 Penalty: 4243.313477
	Iteration 3F: 3 clusters Score -493821.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -494028.937500 Penalty: 4243.313477
	Iteration 4F: 3 clusters Score -494028.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -494200.031250 Penalty: 4243.313477
	Iteration 5Q: 3 clusters Score -494200 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -494363.562500 Penalty: 4243.313477
	Iteration 6Q: 3 clusters Score -494363.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -494533.625000 Penalty: 4243.313477
	Iteration 7Q: 3 clusters Score -494533.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -494706.250000 Penalty: 4243.313477
	Iteration 8Q: 3 clusters Score -494706.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -494878.062500 Penalty: 4243.313477
	Iteration 9Q: 3 clusters Score -494878.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -495042.125000 Penalty: 4243.313477
	Iteration 10Q: 3 clusters Score -495042.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -495163.031250 Penalty: 4243.313477
	Iteration 11Q: 3 clusters Score -495163 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -495237.625000 Penalty: 4243.313477
	Iteration 12Q: 3 clusters Score -495237.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -495295.687500 Penalty: 4243.313477
	Iteration 13Q: 3 clusters Score -495295.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -495335.937500 Penalty: 4243.313477
	Iteration 14Q: 3 clusters Score -495335.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -495368.343750 Penalty: 4243.313477
	Iteration 15Q: 3 clusters Score -495368.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -495395.656250 Penalty: 4243.313477
	Iteration 16Q: 3 clusters Score -495395.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -495415.500000 Penalty: 4243.313477
	Iteration 17Q: 3 clusters Score -495415.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -495431.687500 Penalty: 4243.313477
	Iteration 18Q: 3 clusters Score -495431.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -495447.468750 Penalty: 4243.313477
	Iteration 19Q: 3 clusters Score -495447.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -495457.000000 Penalty: 4243.313477
	Iteration 20F: 3 clusters Score -495457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -495466.375000 Penalty: 4243.313477
	Iteration 21Q: 3 clusters Score -495466.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -495471.593750 Penalty: 4243.313477
	Iteration 22Q: 3 clusters Score -495471.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -495475.500000 Penalty: 4243.313477
	Iteration 23Q: 3 clusters Score -495475.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -495478.875000 Penalty: 4243.313477
	Iteration 24Q: 3 clusters Score -495478.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -495482.156250 Penalty: 4243.313477
	Iteration 25Q: 3 clusters Score -495482.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -495485.062500 Penalty: 4243.313477
	Iteration 26Q: 3 clusters Score -495485.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -495486.968750 Penalty: 4243.313477
	Iteration 27Q: 3 clusters Score -495487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -495487.937500 Penalty: 4243.313477
	Iteration 28Q: 3 clusters Score -495487.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -495490.531250 Penalty: 4243.313477
	Iteration 29Q: 3 clusters Score -495490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -495492.281250 Penalty: 4243.313477
	Iteration 30Q: 3 clusters Score -495492.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -495492.937500 Penalty: 4243.313477
	Iteration 31Q: 3 clusters Score -495492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -495493.218750 Penalty: 4243.313477
	Iteration 32Q: 3 clusters Score -495493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -495492.750000 Penalty: 4243.313477
	Iteration 33Q: 3 clusters Score -495492.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -495492.750000 Penalty: 4243.313477
	Iteration 34F: 3 clusters Score -495492.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Entering Unmasked Estep 
Score: -784078.562500 Penalty: 2220.182129
	Iteration 0F: 2 clusters Score -784078.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -777847.000000 Penalty: 4440.364258
	Iteration 0F: 3 clusters Score -777847 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -779544.562500 Penalty: 4440.364258
	Iteration 1F: 3 clusters Score -779544.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -779759.937500 Penalty: 4440.364258
	Iteration 2F: 3 clusters Score -779759.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -779894.437500 Penalty: 4440.364258
	Iteration 3Q: 3 clusters Score -779894.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -779991.687500 Penalty: 4440.364258
	Iteration 4Q: 3 clusters Score -779991.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -780058.437500 Penalty: 4440.364258
	Iteration 5Q: 3 clusters Score -780058.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -780099.562500 Penalty: 4440.364258
	Iteration 6Q: 3 clusters Score -780099.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -780129.187500 Penalty: 4440.364258
	Iteration 7Q: 3 clusters Score -780129.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -780151.187500 Penalty: 4440.364258
	Iteration 8Q: 3 clusters Score -780151.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -780170.625000 Penalty: 4440.364258
	Iteration 9Q: 3 clusters Score -780170.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -780181.625000 Penalty: 4440.364258
	Iteration 10Q: 3 clusters Score -780181.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -780191.437500 Penalty: 4440.364258
	Iteration 11Q: 3 clusters Score -780191.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -780198.562500 Penalty: 4440.364258
	Iteration 12Q: 3 clusters Score -780198.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -780209.562500 Penalty: 4440.364258
	Iteration 13Q: 3 clusters Score -780209.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -780215.562500 Penalty: 4440.364258
	Iteration 14Q: 3 clusters Score -780215.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -780225.812500 Penalty: 4440.364258
	Iteration 15Q: 3 clusters Score -780225.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -780234.000000 Penalty: 4440.364258
	Iteration 16Q: 3 clusters Score -780234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -780240.937500 Penalty: 4440.364258
	Iteration 17Q: 3 clusters Score -780240.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -780248.687500 Penalty: 4440.364258
	Iteration 18Q: 3 clusters Score -780248.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -780255.500000 Penalty: 4440.364258
	Iteration 19Q: 3 clusters Score -780255.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -780258.875000 Penalty: 4440.364258
	Iteration 20F: 3 clusters Score -780258.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -780265.562500 Penalty: 4440.364258
	Iteration 21Q: 3 clusters Score -780265.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -780268.000000 Penalty: 4440.364258
	Iteration 22Q: 3 clusters Score -780268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -780274.750000 Penalty: 4440.364258
	Iteration 23Q: 3 clusters Score -780274.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -780279.125000 Penalty: 4440.364258
	Iteration 24Q: 3 clusters Score -780279.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -780282.187500 Penalty: 4440.364258
	Iteration 25Q: 3 clusters Score -780282.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -780286.687500 Penalty: 4440.364258
	Iteration 26Q: 3 clusters Score -780286.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -780289.687500 Penalty: 4440.364258
	Iteration 27Q: 3 clusters Score -780289.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -780292.437500 Penalty: 4440.364258
	Iteration 28Q: 3 clusters Score -780292.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -780292.312500 Penalty: 4440.364258
	Iteration 29Q: 3 clusters Score -780292.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -780293.000000 Penalty: 4440.364258
	Iteration 30Q: 3 clusters Score -780293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -780293.812500 Penalty: 4440.364258
	Iteration 31Q: 3 clusters Score -780293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -780295.312500 Penalty: 4440.364258
	Iteration 32Q: 3 clusters Score -780295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -780296.375000 Penalty: 4440.364258
	Iteration 33Q: 3 clusters Score -780296.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -780297.937500 Penalty: 4440.364258
	Iteration 34Q: 3 clusters Score -780297.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -780298.000000 Penalty: 4440.364258
	Iteration 35Q: 3 clusters Score -780298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -780298.875000 Penalty: 4440.364258
	Iteration 36Q: 3 clusters Score -780298.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -780301.562500 Penalty: 4440.364258
	Iteration 37Q: 3 clusters Score -780301.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -780303.375000 Penalty: 4440.364258
	Iteration 38Q: 3 clusters Score -780303.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -780305.375000 Penalty: 4440.364258
	Iteration 39Q: 3 clusters Score -780305.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -780307.500000 Penalty: 4440.364258
	Iteration 40F: 3 clusters Score -780307.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -780311.812500 Penalty: 4440.364258
	Iteration 41Q: 3 clusters Score -780311.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -780317.125000 Penalty: 4440.364258
	Iteration 42Q: 3 clusters Score -780317.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -780320.312500 Penalty: 4440.364258
	Iteration 43Q: 3 clusters Score -780320.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -780325.000000 Penalty: 4440.364258
	Iteration 44Q: 3 clusters Score -780325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -780324.375000 Penalty: 4440.364258
	Iteration 45Q: 3 clusters Score -780324.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -780326.187500 Penalty: 4440.364258
	Iteration 46Q: 3 clusters Score -780326.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -780329.125000 Penalty: 4440.364258
	Iteration 47Q: 3 clusters Score -780329.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -780330.750000 Penalty: 4440.364258
	Iteration 48Q: 3 clusters Score -780330.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -780332.625000 Penalty: 4440.364258
	Iteration 49Q: 3 clusters Score -780332.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -780332.312500 Penalty: 4440.364258
	Iteration 50Q: 3 clusters Score -780332.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -780331.250000 Penalty: 4440.364258
	Iteration 51Q: 3 clusters Score -780331.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -780332.062500 Penalty: 4440.364258
	Iteration 52Q: 3 clusters Score -780332.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -780334.625000 Penalty: 4440.364258
	Iteration 53Q: 3 clusters Score -780334.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -780335.687500 Penalty: 4440.364258
	Iteration 54Q: 3 clusters Score -780335.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -780335.437500 Penalty: 4440.364258
	Iteration 55Q: 3 clusters Score -780335.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -780338.500000 Penalty: 4440.364258
	Iteration 56Q: 3 clusters Score -780338.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -780341.312500 Penalty: 4440.364258
	Iteration 57Q: 3 clusters Score -780341.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -780344.437500 Penalty: 4440.364258
	Iteration 58Q: 3 clusters Score -780344.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -780346.250000 Penalty: 4440.364258
	Iteration 59Q: 3 clusters Score -780346.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -780349.250000 Penalty: 4440.364258
	Iteration 60F: 3 clusters Score -780349.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -780349.062500 Penalty: 4440.364258
	Iteration 61Q: 3 clusters Score -780349.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -780351.562500 Penalty: 4440.364258
	Iteration 62Q: 3 clusters Score -780351.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -780355.500000 Penalty: 4440.364258
	Iteration 63Q: 3 clusters Score -780355.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -780355.625000 Penalty: 4440.364258
	Iteration 64Q: 3 clusters Score -780355.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -780356.250000 Penalty: 4440.364258
	Iteration 65Q: 3 clusters Score -780356.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -780357.250000 Penalty: 4440.364258
	Iteration 66Q: 3 clusters Score -780357.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -780358.875000 Penalty: 4440.364258
	Iteration 67Q: 3 clusters Score -780358.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -780361.750000 Penalty: 4440.364258
	Iteration 68Q: 3 clusters Score -780361.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -780365.000000 Penalty: 4440.364258
	Iteration 69Q: 3 clusters Score -780365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -780366.125000 Penalty: 4440.364258
	Iteration 70Q: 3 clusters Score -780366.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -780365.687500 Penalty: 4440.364258
	Iteration 71Q: 3 clusters Score -780365.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -780365.687500 Penalty: 4440.364258
	Iteration 72Q: 3 clusters Score -780365.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -780368.062500 Penalty: 4440.364258
	Iteration 73Q: 3 clusters Score -780368.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -780370.437500 Penalty: 4440.364258
	Iteration 74Q: 3 clusters Score -780370.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -780373.187500 Penalty: 4440.364258
	Iteration 75Q: 3 clusters Score -780373.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -780374.125000 Penalty: 4440.364258
	Iteration 76Q: 3 clusters Score -780374.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -780378.500000 Penalty: 4440.364258
	Iteration 77Q: 3 clusters Score -780378.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -780380.375000 Penalty: 4440.364258
	Iteration 78Q: 3 clusters Score -780380.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -780384.250000 Penalty: 4440.364258
	Iteration 79Q: 3 clusters Score -780384.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -780390.437500 Penalty: 4440.364258
	Iteration 80F: 3 clusters Score -780390.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -780396.125000 Penalty: 4440.364258
	Iteration 81Q: 3 clusters Score -780396.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -780404.687500 Penalty: 4440.364258
	Iteration 82Q: 3 clusters Score -780404.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -780408.250000 Penalty: 4440.364258
	Iteration 83Q: 3 clusters Score -780408.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -780423.500000 Penalty: 4440.364258
	Iteration 84Q: 3 clusters Score -780423.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -780431.937500 Penalty: 4440.364258
	Iteration 85Q: 3 clusters Score -780431.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -780445.812500 Penalty: 4440.364258
	Iteration 86Q: 3 clusters Score -780445.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -780466.187500 Penalty: 4440.364258
	Iteration 87Q: 3 clusters Score -780466.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -780482.375000 Penalty: 4440.364258
	Iteration 88Q: 3 clusters Score -780482.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -780501.125000 Penalty: 4440.364258
	Iteration 89Q: 3 clusters Score -780501.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -780526.687500 Penalty: 4440.364258
	Iteration 90Q: 3 clusters Score -780526.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -780552.062500 Penalty: 4440.364258
	Iteration 91Q: 3 clusters Score -780552.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -780581.500000 Penalty: 4440.364258
	Iteration 92Q: 3 clusters Score -780581.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -780634.312500 Penalty: 4440.364258
	Iteration 93Q: 3 clusters Score -780634.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -780694.875000 Penalty: 4440.364258
	Iteration 94Q: 3 clusters Score -780694.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -780778.375000 Penalty: 4440.364258
	Iteration 95Q: 3 clusters Score -780778.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -780890.687500 Penalty: 4440.364258
	Iteration 96Q: 3 clusters Score -780890.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -781046.500000 Penalty: 4440.364258
	Iteration 97Q: 3 clusters Score -781046.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -781212.687500 Penalty: 4440.364258
	Iteration 98Q: 3 clusters Score -781212.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -781389.125000 Penalty: 4440.364258
	Iteration 99Q: 3 clusters Score -781389.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -781565.625000 Penalty: 4440.364258
	Iteration 100F: 3 clusters Score -781565.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -781707.750000 Penalty: 4440.364258
	Iteration 101Q: 3 clusters Score -781707.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -781830.500000 Penalty: 4440.364258
	Iteration 102Q: 3 clusters Score -781830.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -781919.125000 Penalty: 4440.364258
	Iteration 103Q: 3 clusters Score -781919.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -781993.375000 Penalty: 4440.364258
	Iteration 104Q: 3 clusters Score -781993.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -782067.875000 Penalty: 4440.364258
	Iteration 105Q: 3 clusters Score -782067.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -782112.437500 Penalty: 4440.364258
	Iteration 106Q: 3 clusters Score -782112.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -782142.562500 Penalty: 4440.364258
	Iteration 107Q: 3 clusters Score -782142.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -782169.562500 Penalty: 4440.364258
	Iteration 108Q: 3 clusters Score -782169.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -782185.375000 Penalty: 4440.364258
	Iteration 109Q: 3 clusters Score -782185.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -782193.625000 Penalty: 4440.364258
	Iteration 110Q: 3 clusters Score -782193.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -782198.937500 Penalty: 4440.364258
	Iteration 111Q: 3 clusters Score -782198.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -782204.625000 Penalty: 4440.364258
	Iteration 112Q: 3 clusters Score -782204.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -782212.250000 Penalty: 4440.364258
	Iteration 113Q: 3 clusters Score -782212.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -782214.625000 Penalty: 4440.364258
	Iteration 114Q: 3 clusters Score -782214.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -782220.062500 Penalty: 4440.364258
	Iteration 115Q: 3 clusters Score -782220.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -782227.812500 Penalty: 4440.364258
	Iteration 116Q: 3 clusters Score -782227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -782233.187500 Penalty: 4440.364258
	Iteration 117Q: 3 clusters Score -782233.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -782235.875000 Penalty: 4440.364258
	Iteration 118Q: 3 clusters Score -782235.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -782240.062500 Penalty: 4440.364258
	Iteration 119Q: 3 clusters Score -782240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -782238.812500 Penalty: 4440.364258
	Iteration 120F: 3 clusters Score -782238.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -191639.359375 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -191639.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -188999.718750 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -188999.7 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -189481.781250 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -189481.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -189652.515625 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -189652.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -189760.765625 Penalty: 3772.768311
	Iteration 3F: 3 clusters Score -189760.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -189872.640625 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -189872.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -189988.234375 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -189988.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -190114.531250 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -190114.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -190277.296875 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -190277.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -190444.609375 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -190444.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -190614.078125 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -190614.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -190715.250000 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -190715.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -190776.421875 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -190776.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -190815.968750 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -190816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -190828.687500 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -190828.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -190834.250000 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -190834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -190838.812500 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -190838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -190842.828125 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -190842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -190845.531250 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -190845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -190846.109375 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -190846.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -190846.703125 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -190846.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -190846.703125 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -190846.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -283756.093750 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -283756.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -280455.000000 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -280455 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -281237.312500 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -281237.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -281570.031250 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -281570 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -281797.093750 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -281797.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -281995.375000 Penalty: 3979.031250
	Iteration 4F: 3 clusters Score -281995.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -282150.687500 Penalty: 3979.031250
	Iteration 5Q: 3 clusters Score -282150.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -282287.750000 Penalty: 3979.031250
	Iteration 6Q: 3 clusters Score -282287.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -282388.375000 Penalty: 3979.031250
	Iteration 7Q: 3 clusters Score -282388.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -282455.500000 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -282455.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -282519.968750 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -282520 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -282583.375000 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -282583.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -282631.531250 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -282631.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -282671.718750 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -282671.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -282714.687500 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -282714.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -282750.687500 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -282750.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -282775.218750 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -282775.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -282804.093750 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -282804.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -282829.968750 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -282830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -282847.250000 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -282847.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -282859.906250 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -282859.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -282870.656250 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -282870.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -282883.218750 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -282883.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -282902.843750 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -282902.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -282915.156250 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -282915.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -282925.718750 Penalty: 3979.031250
	Iteration 24Q: 3 clusters Score -282925.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -282944.812500 Penalty: 3979.031250
	Iteration 25Q: 3 clusters Score -282944.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -282967.187500 Penalty: 3979.031250
	Iteration 26Q: 3 clusters Score -282967.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -282987.031250 Penalty: 3979.031250
	Iteration 27Q: 3 clusters Score -282987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -283008.375000 Penalty: 3979.031250
	Iteration 28Q: 3 clusters Score -283008.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -283036.062500 Penalty: 3979.031250
	Iteration 29Q: 3 clusters Score -283036.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -283084.843750 Penalty: 3979.031250
	Iteration 30Q: 3 clusters Score -283084.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -283127.781250 Penalty: 3979.031250
	Iteration 31Q: 3 clusters Score -283127.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -283155.218750 Penalty: 3979.031250
	Iteration 32Q: 3 clusters Score -283155.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -283165.843750 Penalty: 3979.031250
	Iteration 33Q: 3 clusters Score -283165.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -283176.343750 Penalty: 3979.031250
	Iteration 34Q: 3 clusters Score -283176.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -283182.843750 Penalty: 3979.031250
	Iteration 35Q: 3 clusters Score -283182.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -283188.906250 Penalty: 3979.031250
	Iteration 36Q: 3 clusters Score -283188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -283194.656250 Penalty: 3979.031250
	Iteration 37Q: 3 clusters Score -283194.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -283200.781250 Penalty: 3979.031250
	Iteration 38Q: 3 clusters Score -283200.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -283205.718750 Penalty: 3979.031250
	Iteration 39Q: 3 clusters Score -283205.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -283207.343750 Penalty: 3979.031250
	Iteration 40F: 3 clusters Score -283207.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8468 members 
Mstep: Class 5 contains 66203 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41875 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23877 members 
Mstep: Class 11 contains 66534 members 
Mstep: Class 12 contains 43222 members 
Mstep: Class 13 contains 197891 members 
Mstep: Class 14 contains 19649 members 
Mstep: Class 15 contains 10901 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79577 members 
Mstep: Class 18 contains 232687 members 
Mstep: Class 19 contains 22362 members 
Mstep: Class 20 contains 183722 members 
Mstep: Class 21 contains 20376 members 
Mstep: Class 22 contains 17439 members 
Mstep: Class 23 contains 37066 members 
Mstep: Class 24 contains 10806 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12560 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99035 members 
Mstep: Class 31 contains 282758 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153824.000000 Penalty: 127643.281250
Iteration 319Q: 37 clusters Score -1.571538e+08 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8495 members 
Mstep: Class 5 contains 66278 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41874 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23877 members 
Mstep: Class 11 contains 66578 members 
Mstep: Class 12 contains 43271 members 
Mstep: Class 13 contains 199132 members 
Mstep: Class 14 contains 19656 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79625 members 
Mstep: Class 18 contains 232815 members 
Mstep: Class 19 contains 22362 members 
Mstep: Class 20 contains 183812 members 
Mstep: Class 21 contains 20376 members 
Mstep: Class 22 contains 17156 members 
Mstep: Class 23 contains 37070 members 
Mstep: Class 24 contains 10806 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12619 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99035 members 
Mstep: Class 31 contains 283005 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156096.000000 Penalty: 127643.281250
Iteration 320F: 37 clusters Score -1.571561e+08 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4810 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8482 members 
Mstep: Class 5 contains 66256 members 
Mstep: Class 6 contains 7954 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41873 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23875 members 
Mstep: Class 11 contains 66589 members 
Mstep: Class 12 contains 43273 members 
Mstep: Class 13 contains 199410 members 
Mstep: Class 14 contains 19642 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 79648 members 
Mstep: Class 18 contains 232727 members 
Mstep: Class 19 contains 22362 members 
Mstep: Class 20 contains 183774 members 
Mstep: Class 21 contains 20357 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 37056 members 
Mstep: Class 24 contains 10804 members 
Mstep: Class 25 contains 9249 members 
Mstep: Class 26 contains 12624 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99029 members 
Mstep: Class 31 contains 282684 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7727 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156704.000000 Penalty: 127643.281250
Iteration 321Q: 37 clusters Score -1.571567e+08 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4810 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 8474 members 
Mstep: Class 5 contains 66243 members 
Mstep: Class 6 contains 7954 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41875 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23873 members 
Mstep: Class 11 contains 66591 members 
Mstep: Class 12 contains 43295 members 
Mstep: Class 13 contains 199756 members 
Mstep: Class 14 contains 19649 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 79678 members 
Mstep: Class 18 contains 232624 members 
Mstep: Class 19 contains 22359 members 
Mstep: Class 20 contains 183771 members 
Mstep: Class 21 contains 20289 members 
Mstep: Class 22 contains 16990 members 
Mstep: Class 23 contains 37051 members 
Mstep: Class 24 contains 10804 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12627 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99016 members 
Mstep: Class 31 contains 282402 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7728 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157008.000000 Penalty: 127643.281250
Iteration 322Q: 37 clusters Score -1.57157e+08 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4810 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8475 members 
Mstep: Class 5 contains 66213 members 
Mstep: Class 6 contains 7952 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 41878 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23869 members 
Mstep: Class 11 contains 66593 members 
Mstep: Class 12 contains 43311 members 
Mstep: Class 13 contains 200143 members 
Mstep: Class 14 contains 19652 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 79691 members 
Mstep: Class 18 contains 232539 members 
Mstep: Class 19 contains 22357 members 
Mstep: Class 20 contains 183780 members 
Mstep: Class 21 contains 20182 members 
Mstep: Class 22 contains 16978 members 
Mstep: Class 23 contains 37049 members 
Mstep: Class 24 contains 10806 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12622 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 99007 members 
Mstep: Class 31 contains 282169 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7729 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156992.000000 Penalty: 127643.281250
Iteration 323Q: 37 clusters Score -1.57157e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4810 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 8476 members 
Mstep: Class 5 contains 66186 members 
Mstep: Class 6 contains 7951 members 
Mstep: Class 7 contains 16658 members 
Mstep: Class 8 contains 41879 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23866 members 
Mstep: Class 11 contains 66586 members 
Mstep: Class 12 contains 43334 members 
Mstep: Class 13 contains 200557 members 
Mstep: Class 14 contains 19662 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 79715 members 
Mstep: Class 18 contains 232414 members 
Mstep: Class 19 contains 22359 members 
Mstep: Class 20 contains 183784 members 
Mstep: Class 21 contains 20067 members 
Mstep: Class 22 contains 16971 members 
Mstep: Class 23 contains 37059 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12615 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 98999 members 
Mstep: Class 31 contains 281980 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7729 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157168.000000 Penalty: 127643.281250
Iteration 324Q: 37 clusters Score -1.571572e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4810 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 8473 members 
Mstep: Class 5 contains 66168 members 
Mstep: Class 6 contains 7952 members 
Mstep: Class 7 contains 16658 members 
Mstep: Class 8 contains 41877 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23866 members 
Mstep: Class 11 contains 66571 members 
Mstep: Class 12 contains 43342 members 
Mstep: Class 13 contains 200935 members 
Mstep: Class 14 contains 19667 members 
Mstep: Class 15 contains 10901 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 79750 members 
Mstep: Class 18 contains 232305 members 
Mstep: Class 19 contains 22359 members 
Mstep: Class 20 contains 183806 members 
Mstep: Class 21 contains 19982 members 
Mstep: Class 22 contains 16946 members 
Mstep: Class 23 contains 37067 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12606 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 98988 members 
Mstep: Class 31 contains 281815 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7728 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157440.000000 Penalty: 127643.281250
Iteration 325Q: 37 clusters Score -1.571574e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 1385 members 
Mstep: Class 4 contains 8472 members 
Mstep: Class 5 contains 66146 members 
Mstep: Class 6 contains 7951 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41881 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23865 members 
Mstep: Class 11 contains 66561 members 
Mstep: Class 12 contains 43341 members 
Mstep: Class 13 contains 201311 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 10901 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 79785 members 
Mstep: Class 18 contains 232198 members 
Mstep: Class 19 contains 22361 members 
Mstep: Class 20 contains 183808 members 
Mstep: Class 21 contains 19916 members 
Mstep: Class 22 contains 16904 members 
Mstep: Class 23 contains 37077 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12608 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 98970 members 
Mstep: Class 31 contains 281662 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7729 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157776.000000 Penalty: 127643.281250
Iteration 326Q: 37 clusters Score -1.571578e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 1383 members 
Mstep: Class 4 contains 8475 members 
Mstep: Class 5 contains 66122 members 
Mstep: Class 6 contains 7951 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41883 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23863 members 
Mstep: Class 11 contains 66549 members 
Mstep: Class 12 contains 43327 members 
Mstep: Class 13 contains 201735 members 
Mstep: Class 14 contains 19668 members 
Mstep: Class 15 contains 10902 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 79803 members 
Mstep: Class 18 contains 232101 members 
Mstep: Class 19 contains 22359 members 
Mstep: Class 20 contains 183813 members 
Mstep: Class 21 contains 19831 members 
Mstep: Class 22 contains 16866 members 
Mstep: Class 23 contains 37090 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12601 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 98955 members 
Mstep: Class 31 contains 281499 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7727 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157856.000000 Penalty: 127643.281250
Iteration 327Q: 37 clusters Score -1.571579e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 1382 members 
Mstep: Class 4 contains 8474 members 
Mstep: Class 5 contains 66100 members 
Mstep: Class 6 contains 7951 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41886 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23865 members 
Mstep: Class 11 contains 66539 members 
Mstep: Class 12 contains 43315 members 
Mstep: Class 13 contains 202112 members 
Mstep: Class 14 contains 19676 members 
Mstep: Class 15 contains 10901 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 79821 members 
Mstep: Class 18 contains 231985 members 
Mstep: Class 19 contains 22358 members 
Mstep: Class 20 contains 183813 members 
Mstep: Class 21 contains 19773 members 
Mstep: Class 22 contains 16835 members 
Mstep: Class 23 contains 37093 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9249 members 
Mstep: Class 26 contains 12592 members 
Mstep: Class 27 contains 7525 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 98954 members 
Mstep: Class 31 contains 281365 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7727 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158240.000000 Penalty: 127643.281250
Iteration 328Q: 37 clusters Score -1.571582e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 8477 members 
Mstep: Class 5 contains 66075 members 
Mstep: Class 6 contains 7950 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41886 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23865 members 
Mstep: Class 11 contains 66531 members 
Mstep: Class 12 contains 43304 members 
Mstep: Class 13 contains 202464 members 
Mstep: Class 14 contains 19689 members 
Mstep: Class 15 contains 10902 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 79846 members 
Mstep: Class 18 contains 231872 members 
Mstep: Class 19 contains 22358 members 
Mstep: Class 20 contains 183805 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 37096 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9249 members 
Mstep: Class 26 contains 12583 members 
Mstep: Class 27 contains 7525 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98954 members 
Mstep: Class 31 contains 281248 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7727 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157968.000000 Penalty: 127643.281250
Iteration 329Q: 37 clusters Score -1.57158e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 8479 members 
Mstep: Class 5 contains 66051 members 
Mstep: Class 6 contains 7948 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41887 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23865 members 
Mstep: Class 11 contains 66525 members 
Mstep: Class 12 contains 43283 members 
Mstep: Class 13 contains 202767 members 
Mstep: Class 14 contains 19701 members 
Mstep: Class 15 contains 10903 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 79872 members 
Mstep: Class 18 contains 231783 members 
Mstep: Class 19 contains 22358 members 
Mstep: Class 20 contains 183801 members 
Mstep: Class 21 contains 19693 members 
Mstep: Class 22 contains 16759 members 
Mstep: Class 23 contains 37094 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9249 members 
Mstep: Class 26 contains 12577 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98949 members 
Mstep: Class 31 contains 281162 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158080.000000 Penalty: 127643.281250
Iteration 330Q: 37 clusters Score -1.571581e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4813 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 66017 members 
Mstep: Class 6 contains 7947 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41888 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23864 members 
Mstep: Class 11 contains 66506 members 
Mstep: Class 12 contains 43281 members 
Mstep: Class 13 contains 203060 members 
Mstep: Class 14 contains 19705 members 
Mstep: Class 15 contains 10903 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 79893 members 
Mstep: Class 18 contains 231707 members 
Mstep: Class 19 contains 22357 members 
Mstep: Class 20 contains 183789 members 
Mstep: Class 21 contains 19666 members 
Mstep: Class 22 contains 16720 members 
Mstep: Class 23 contains 37093 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12565 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98948 members 
Mstep: Class 31 contains 281081 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158064.000000 Penalty: 127643.281250
Iteration 331Q: 37 clusters Score -1.571581e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 8486 members 
Mstep: Class 5 contains 65996 members 
Mstep: Class 6 contains 7946 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14750 members 
Mstep: Class 10 contains 23865 members 
Mstep: Class 11 contains 66491 members 
Mstep: Class 12 contains 43285 members 
Mstep: Class 13 contains 203297 members 
Mstep: Class 14 contains 19706 members 
Mstep: Class 15 contains 10903 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 79907 members 
Mstep: Class 18 contains 231648 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 183782 members 
Mstep: Class 21 contains 19654 members 
Mstep: Class 22 contains 16686 members 
Mstep: Class 23 contains 37096 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12553 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98943 members 
Mstep: Class 31 contains 280987 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158176.000000 Penalty: 127643.281250
Iteration 332Q: 37 clusters Score -1.571582e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 8486 members 
Mstep: Class 5 contains 65980 members 
Mstep: Class 6 contains 7946 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23864 members 
Mstep: Class 11 contains 66477 members 
Mstep: Class 12 contains 43282 members 
Mstep: Class 13 contains 203500 members 
Mstep: Class 14 contains 19709 members 
Mstep: Class 15 contains 10903 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 79930 members 
Mstep: Class 18 contains 231597 members 
Mstep: Class 19 contains 22357 members 
Mstep: Class 20 contains 183770 members 
Mstep: Class 21 contains 19650 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 37096 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9249 members 
Mstep: Class 26 contains 12539 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98935 members 
Mstep: Class 31 contains 280911 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158304.000000 Penalty: 127643.281250
Iteration 333Q: 37 clusters Score -1.571583e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 8493 members 
Mstep: Class 5 contains 65963 members 
Mstep: Class 6 contains 7945 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23864 members 
Mstep: Class 11 contains 66469 members 
Mstep: Class 12 contains 43276 members 
Mstep: Class 13 contains 203690 members 
Mstep: Class 14 contains 19712 members 
Mstep: Class 15 contains 10903 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 79950 members 
Mstep: Class 18 contains 231534 members 
Mstep: Class 19 contains 22358 members 
Mstep: Class 20 contains 183758 members 
Mstep: Class 21 contains 19640 members 
Mstep: Class 22 contains 16630 members 
Mstep: Class 23 contains 37102 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12534 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98929 members 
Mstep: Class 31 contains 280843 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158192.000000 Penalty: 127643.281250
Iteration 334Q: 37 clusters Score -1.571582e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 8494 members 
Mstep: Class 5 contains 65948 members 
Mstep: Class 6 contains 7944 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41888 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23864 members 
Mstep: Class 11 contains 66463 members 
Mstep: Class 12 contains 43256 members 
Mstep: Class 13 contains 203875 members 
Mstep: Class 14 contains 19719 members 
Mstep: Class 15 contains 10903 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 79975 members 
Mstep: Class 18 contains 231465 members 
Mstep: Class 19 contains 22361 members 
Mstep: Class 20 contains 183746 members 
Mstep: Class 21 contains 19636 members 
Mstep: Class 22 contains 16612 members 
Mstep: Class 23 contains 37109 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12526 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98920 members 
Mstep: Class 31 contains 280798 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158224.000000 Penalty: 127643.281250
Iteration 335Q: 37 clusters Score -1.571582e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4816 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 8497 members 
Mstep: Class 5 contains 65939 members 
Mstep: Class 6 contains 7942 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41888 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23864 members 
Mstep: Class 11 contains 66455 members 
Mstep: Class 12 contains 43250 members 
Mstep: Class 13 contains 204069 members 
Mstep: Class 14 contains 19728 members 
Mstep: Class 15 contains 10902 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 79984 members 
Mstep: Class 18 contains 231403 members 
Mstep: Class 19 contains 22362 members 
Mstep: Class 20 contains 183737 members 
Mstep: Class 21 contains 19627 members 
Mstep: Class 22 contains 16578 members 
Mstep: Class 23 contains 37104 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12515 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98918 members 
Mstep: Class 31 contains 280747 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158384.000000 Penalty: 127643.281250
Iteration 336Q: 37 clusters Score -1.571584e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4819 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 8501 members 
Mstep: Class 5 contains 65929 members 
Mstep: Class 6 contains 7940 members 
Mstep: Class 7 contains 16655 members 
Mstep: Class 8 contains 41886 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23864 members 
Mstep: Class 11 contains 66448 members 
Mstep: Class 12 contains 43247 members 
Mstep: Class 13 contains 204246 members 
Mstep: Class 14 contains 19737 members 
Mstep: Class 15 contains 10902 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 79988 members 
Mstep: Class 18 contains 231344 members 
Mstep: Class 19 contains 22364 members 
Mstep: Class 20 contains 183737 members 
Mstep: Class 21 contains 19617 members 
Mstep: Class 22 contains 16558 members 
Mstep: Class 23 contains 37102 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12507 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 98915 members 
Mstep: Class 31 contains 280684 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158544.000000 Penalty: 127643.281250
Iteration 337Q: 37 clusters Score -1.571585e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4822 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 65924 members 
Mstep: Class 6 contains 7939 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41885 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23865 members 
Mstep: Class 11 contains 66445 members 
Mstep: Class 12 contains 43242 members 
Mstep: Class 13 contains 204397 members 
Mstep: Class 14 contains 19750 members 
Mstep: Class 15 contains 10901 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80000 members 
Mstep: Class 18 contains 231297 members 
Mstep: Class 19 contains 22364 members 
Mstep: Class 20 contains 183733 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 16546 members 
Mstep: Class 23 contains 37103 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12500 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 98910 members 
Mstep: Class 31 contains 280620 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158480.000000 Penalty: 127643.281250
Iteration 338Q: 37 clusters Score -1.571585e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 65917 members 
Mstep: Class 6 contains 7938 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41885 members 
Mstep: Class 9 contains 14751 members 
Mstep: Class 10 contains 23865 members 
Mstep: Class 11 contains 66442 members 
Mstep: Class 12 contains 43234 members 
Mstep: Class 13 contains 204537 members 
Mstep: Class 14 contains 19757 members 
Mstep: Class 15 contains 10903 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80019 members 
Mstep: Class 18 contains 231253 members 
Mstep: Class 19 contains 22363 members 
Mstep: Class 20 contains 183742 members 
Mstep: Class 21 contains 19597 members 
Mstep: Class 22 contains 16537 members 
Mstep: Class 23 contains 37101 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12493 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98905 members 
Mstep: Class 31 contains 280559 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158416.000000 Penalty: 127643.281250
Iteration 339Q: 37 clusters Score -1.571584e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 65907 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23865 members 
Mstep: Class 11 contains 66439 members 
Mstep: Class 12 contains 43232 members 
Mstep: Class 13 contains 204677 members 
Mstep: Class 14 contains 19762 members 
Mstep: Class 15 contains 10902 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80032 members 
Mstep: Class 18 contains 231204 members 
Mstep: Class 19 contains 22363 members 
Mstep: Class 20 contains 183745 members 
Mstep: Class 21 contains 19586 members 
Mstep: Class 22 contains 16521 members 
Mstep: Class 23 contains 37101 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12487 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98900 members 
Mstep: Class 31 contains 280503 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158592.000000 Penalty: 127643.281250
Iteration 340F: 37 clusters Score -1.571586e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 8501 members 
Mstep: Class 5 contains 65895 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41883 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23865 members 
Mstep: Class 11 contains 66436 members 
Mstep: Class 12 contains 43235 members 
Mstep: Class 13 contains 204823 members 
Mstep: Class 14 contains 19769 members 
Mstep: Class 15 contains 10902 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80040 members 
Mstep: Class 18 contains 231157 members 
Mstep: Class 19 contains 22363 members 
Mstep: Class 20 contains 183747 members 
Mstep: Class 21 contains 19582 members 
Mstep: Class 22 contains 16502 members 
Mstep: Class 23 contains 37100 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12479 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98891 members 
Mstep: Class 31 contains 280449 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158544.000000 Penalty: 127643.281250
Iteration 341Q: 37 clusters Score -1.571585e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 8500 members 
Mstep: Class 5 contains 65885 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41883 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23864 members 
Mstep: Class 11 contains 66438 members 
Mstep: Class 12 contains 43232 members 
Mstep: Class 13 contains 204914 members 
Mstep: Class 14 contains 19769 members 
Mstep: Class 15 contains 10902 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80050 members 
Mstep: Class 18 contains 231127 members 
Mstep: Class 19 contains 22363 members 
Mstep: Class 20 contains 183749 members 
Mstep: Class 21 contains 19587 members 
Mstep: Class 22 contains 16493 members 
Mstep: Class 23 contains 37098 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12476 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98877 members 
Mstep: Class 31 contains 280410 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158560.000000 Penalty: 127643.281250
Iteration 342Q: 37 clusters Score -1.571586e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 8500 members 
Mstep: Class 5 contains 65877 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41883 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23864 members 
Mstep: Class 11 contains 66434 members 
Mstep: Class 12 contains 43232 members 
Mstep: Class 13 contains 205002 members 
Mstep: Class 14 contains 19773 members 
Mstep: Class 15 contains 10902 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80067 members 
Mstep: Class 18 contains 231091 members 
Mstep: Class 19 contains 22363 members 
Mstep: Class 20 contains 183747 members 
Mstep: Class 21 contains 19583 members 
Mstep: Class 22 contains 16482 members 
Mstep: Class 23 contains 37099 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12473 members 
Mstep: Class 27 contains 7525 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 98866 members 
Mstep: Class 31 contains 280377 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158656.000000 Penalty: 127643.281250
Iteration 343Q: 37 clusters Score -1.571587e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 8499 members 
Mstep: Class 5 contains 65871 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41883 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23864 members 
Mstep: Class 11 contains 66430 members 
Mstep: Class 12 contains 43228 members 
Mstep: Class 13 contains 205062 members 
Mstep: Class 14 contains 19777 members 
Mstep: Class 15 contains 10903 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80083 members 
Mstep: Class 18 contains 231069 members 
Mstep: Class 19 contains 22363 members 
Mstep: Class 20 contains 183745 members 
Mstep: Class 21 contains 19579 members 
Mstep: Class 22 contains 16482 members 
Mstep: Class 23 contains 37096 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12473 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 98860 members 
Mstep: Class 31 contains 280348 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158608.000000 Penalty: 127643.281250
Iteration 344Q: 37 clusters Score -1.571586e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 8498 members 
Mstep: Class 5 contains 65862 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41883 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23864 members 
Mstep: Class 11 contains 66431 members 
Mstep: Class 12 contains 43230 members 
Mstep: Class 13 contains 205130 members 
Mstep: Class 14 contains 19785 members 
Mstep: Class 15 contains 10903 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80091 members 
Mstep: Class 18 contains 231046 members 
Mstep: Class 19 contains 22363 members 
Mstep: Class 20 contains 183746 members 
Mstep: Class 21 contains 19573 members 
Mstep: Class 22 contains 16474 members 
Mstep: Class 23 contains 37098 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12472 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 98852 members 
Mstep: Class 31 contains 280316 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158592.000000 Penalty: 127643.281250
Iteration 345Q: 37 clusters Score -1.571586e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 8497 members 
Mstep: Class 5 contains 65860 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41883 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23863 members 
Mstep: Class 11 contains 66429 members 
Mstep: Class 12 contains 43230 members 
Mstep: Class 13 contains 205187 members 
Mstep: Class 14 contains 19790 members 
Mstep: Class 15 contains 10903 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80099 members 
Mstep: Class 18 contains 231023 members 
Mstep: Class 19 contains 22363 members 
Mstep: Class 20 contains 183749 members 
Mstep: Class 21 contains 19572 members 
Mstep: Class 22 contains 16466 members 
Mstep: Class 23 contains 37100 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12470 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16329 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 98846 members 
Mstep: Class 31 contains 280293 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158576.000000 Penalty: 127643.281250
Iteration 346Q: 37 clusters Score -1.571586e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 8498 members 
Mstep: Class 5 contains 65857 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41883 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23862 members 
Mstep: Class 11 contains 66430 members 
Mstep: Class 12 contains 43232 members 
Mstep: Class 13 contains 205215 members 
Mstep: Class 14 contains 19790 members 
Mstep: Class 15 contains 10905 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80106 members 
Mstep: Class 18 contains 230993 members 
Mstep: Class 19 contains 22364 members 
Mstep: Class 20 contains 183757 members 
Mstep: Class 21 contains 19580 members 
Mstep: Class 22 contains 16472 members 
Mstep: Class 23 contains 37101 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12467 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 98843 members 
Mstep: Class 31 contains 280271 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158544.000000 Penalty: 127643.281250
Iteration 347Q: 37 clusters Score -1.571585e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8500 members 
Mstep: Class 5 contains 65854 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41883 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23861 members 
Mstep: Class 11 contains 66431 members 
Mstep: Class 12 contains 43231 members 
Mstep: Class 13 contains 205265 members 
Mstep: Class 14 contains 19791 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80111 members 
Mstep: Class 18 contains 230964 members 
Mstep: Class 19 contains 22364 members 
Mstep: Class 20 contains 183766 members 
Mstep: Class 21 contains 19577 members 
Mstep: Class 22 contains 16472 members 
Mstep: Class 23 contains 37101 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12463 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 98840 members 
Mstep: Class 31 contains 280251 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158608.000000 Penalty: 127643.281250
Iteration 348Q: 37 clusters Score -1.571586e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8501 members 
Mstep: Class 5 contains 65852 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41883 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23860 members 
Mstep: Class 11 contains 66432 members 
Mstep: Class 12 contains 43228 members 
Mstep: Class 13 contains 205308 members 
Mstep: Class 14 contains 19793 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80117 members 
Mstep: Class 18 contains 230942 members 
Mstep: Class 19 contains 22364 members 
Mstep: Class 20 contains 183772 members 
Mstep: Class 21 contains 19580 members 
Mstep: Class 22 contains 16468 members 
Mstep: Class 23 contains 37105 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12461 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 98833 members 
Mstep: Class 31 contains 280230 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7727 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 127643.281250
Iteration 349Q: 37 clusters Score -1.571587e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8501 members 
Mstep: Class 5 contains 65842 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41883 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23860 members 
Mstep: Class 11 contains 66437 members 
Mstep: Class 12 contains 43229 members 
Mstep: Class 13 contains 205351 members 
Mstep: Class 14 contains 19793 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80122 members 
Mstep: Class 18 contains 230932 members 
Mstep: Class 19 contains 22364 members 
Mstep: Class 20 contains 183768 members 
Mstep: Class 21 contains 19576 members 
Mstep: Class 22 contains 16463 members 
Mstep: Class 23 contains 37107 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12456 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 98830 members 
Mstep: Class 31 contains 280211 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7729 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158624.000000 Penalty: 127643.281250
Iteration 350Q: 37 clusters Score -1.571586e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8501 members 
Mstep: Class 5 contains 65835 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23860 members 
Mstep: Class 11 contains 66438 members 
Mstep: Class 12 contains 43226 members 
Mstep: Class 13 contains 205400 members 
Mstep: Class 14 contains 19795 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80129 members 
Mstep: Class 18 contains 230918 members 
Mstep: Class 19 contains 22364 members 
Mstep: Class 20 contains 183763 members 
Mstep: Class 21 contains 19572 members 
Mstep: Class 22 contains 16452 members 
Mstep: Class 23 contains 37111 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12450 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98828 members 
Mstep: Class 31 contains 280199 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7732 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158608.000000 Penalty: 127643.281250
Iteration 351Q: 37 clusters Score -1.571586e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8501 members 
Mstep: Class 5 contains 65831 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41885 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23859 members 
Mstep: Class 11 contains 66439 members 
Mstep: Class 12 contains 43222 members 
Mstep: Class 13 contains 205441 members 
Mstep: Class 14 contains 19797 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80134 members 
Mstep: Class 18 contains 230901 members 
Mstep: Class 19 contains 22364 members 
Mstep: Class 20 contains 183763 members 
Mstep: Class 21 contains 19570 members 
Mstep: Class 22 contains 16446 members 
Mstep: Class 23 contains 37117 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12451 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98823 members 
Mstep: Class 31 contains 280180 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7732 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158544.000000 Penalty: 127643.281250
Iteration 352Q: 37 clusters Score -1.571585e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 65829 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 66437 members 
Mstep: Class 12 contains 43221 members 
Mstep: Class 13 contains 205471 members 
Mstep: Class 14 contains 19802 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80140 members 
Mstep: Class 18 contains 230896 members 
Mstep: Class 19 contains 22364 members 
Mstep: Class 20 contains 183764 members 
Mstep: Class 21 contains 19570 members 
Mstep: Class 22 contains 16442 members 
Mstep: Class 23 contains 37119 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12449 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98818 members 
Mstep: Class 31 contains 280160 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7732 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158496.000000 Penalty: 127643.281250
Iteration 353Q: 37 clusters Score -1.571585e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8503 members 
Mstep: Class 5 contains 65824 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 66437 members 
Mstep: Class 12 contains 43217 members 
Mstep: Class 13 contains 205493 members 
Mstep: Class 14 contains 19803 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80145 members 
Mstep: Class 18 contains 230892 members 
Mstep: Class 19 contains 22364 members 
Mstep: Class 20 contains 183767 members 
Mstep: Class 21 contains 19568 members 
Mstep: Class 22 contains 16441 members 
Mstep: Class 23 contains 37122 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12448 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98816 members 
Mstep: Class 31 contains 280146 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7732 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158496.000000 Penalty: 127643.281250
Iteration 354Q: 37 clusters Score -1.571585e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 65821 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 66437 members 
Mstep: Class 12 contains 43218 members 
Mstep: Class 13 contains 205524 members 
Mstep: Class 14 contains 19803 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80153 members 
Mstep: Class 18 contains 230879 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183771 members 
Mstep: Class 21 contains 19564 members 
Mstep: Class 22 contains 16437 members 
Mstep: Class 23 contains 37124 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12446 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98807 members 
Mstep: Class 31 contains 280137 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158464.000000 Penalty: 127643.281250
Iteration 355Q: 37 clusters Score -1.571585e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8501 members 
Mstep: Class 5 contains 65817 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 66438 members 
Mstep: Class 12 contains 43219 members 
Mstep: Class 13 contains 205537 members 
Mstep: Class 14 contains 19804 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80165 members 
Mstep: Class 18 contains 230864 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183770 members 
Mstep: Class 21 contains 19564 members 
Mstep: Class 22 contains 16436 members 
Mstep: Class 23 contains 37125 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12446 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98804 members 
Mstep: Class 31 contains 280133 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158384.000000 Penalty: 127643.281250
Iteration 356Q: 37 clusters Score -1.571584e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8501 members 
Mstep: Class 5 contains 65814 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 66438 members 
Mstep: Class 12 contains 43220 members 
Mstep: Class 13 contains 205549 members 
Mstep: Class 14 contains 19803 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80168 members 
Mstep: Class 18 contains 230859 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183768 members 
Mstep: Class 21 contains 19563 members 
Mstep: Class 22 contains 16436 members 
Mstep: Class 23 contains 37125 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12446 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98804 members 
Mstep: Class 31 contains 280131 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158464.000000 Penalty: 127643.281250
Iteration 357Q: 37 clusters Score -1.571585e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8501 members 
Mstep: Class 5 contains 65812 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 66440 members 
Mstep: Class 12 contains 43220 members 
Mstep: Class 13 contains 205562 members 
Mstep: Class 14 contains 19807 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80168 members 
Mstep: Class 18 contains 230855 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183769 members 
Mstep: Class 21 contains 19564 members 
Mstep: Class 22 contains 16436 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12446 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98803 members 
Mstep: Class 31 contains 280122 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158592.000000 Penalty: 127643.281250
Iteration 358Q: 37 clusters Score -1.571586e+08 nChanged 29
Entering ConstructFrom: 
Score: -157158592.000000 Penalty: 127643.281250
Entering ConstructFrom: 
Trying to split cluster 1 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -417700.000000 Penalty: 2079.544678
	Iteration 0F: 2 clusters Score -417700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -413588.187500 Penalty: 4159.089355
	Iteration 0F: 3 clusters Score -413588.2 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -414528.687500 Penalty: 4159.089355
	Iteration 1F: 3 clusters Score -414528.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -414730.531250 Penalty: 4159.089355
	Iteration 2F: 3 clusters Score -414730.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -414909.437500 Penalty: 4159.089355
	Iteration 3F: 3 clusters Score -414909.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -415080.125000 Penalty: 4159.089355
	Iteration 4F: 3 clusters Score -415080.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -415274.875000 Penalty: 4159.089355
	Iteration 5F: 3 clusters Score -415274.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -415509.437500 Penalty: 4159.089355
	Iteration 6F: 3 clusters Score -415509.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -415729.906250 Penalty: 4159.089355
	Iteration 7F: 3 clusters Score -415729.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -415998.906250 Penalty: 4159.089355
	Iteration 8F: 3 clusters Score -415998.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -416237.062500 Penalty: 4159.089355
	Iteration 9F: 3 clusters Score -416237.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -416406.156250 Penalty: 4159.089355
	Iteration 10Q: 3 clusters Score -416406.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -416497.218750 Penalty: 4159.089355
	Iteration 11Q: 3 clusters Score -416497.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -416560.625000 Penalty: 4159.089355
	Iteration 12Q: 3 clusters Score -416560.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -416609.687500 Penalty: 4159.089355
	Iteration 13Q: 3 clusters Score -416609.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -416635.468750 Penalty: 4159.089355
	Iteration 14Q: 3 clusters Score -416635.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -416655.250000 Penalty: 4159.089355
	Iteration 15Q: 3 clusters Score -416655.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -416674.312500 Penalty: 4159.089355
	Iteration 16Q: 3 clusters Score -416674.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -416691.125000 Penalty: 4159.089355
	Iteration 17Q: 3 clusters Score -416691.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -416705.250000 Penalty: 4159.089355
	Iteration 18Q: 3 clusters Score -416705.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -416718.812500 Penalty: 4159.089355
	Iteration 19Q: 3 clusters Score -416718.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -416735.437500 Penalty: 4159.089355
	Iteration 20F: 3 clusters Score -416735.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -416746.125000 Penalty: 4159.089355
	Iteration 21Q: 3 clusters Score -416746.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -416754.812500 Penalty: 4159.089355
	Iteration 22Q: 3 clusters Score -416754.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -416764.406250 Penalty: 4159.089355
	Iteration 23Q: 3 clusters Score -416764.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -416767.656250 Penalty: 4159.089355
	Iteration 24Q: 3 clusters Score -416767.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -416772.875000 Penalty: 4159.089355
	Iteration 25Q: 3 clusters Score -416772.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -416774.625000 Penalty: 4159.089355
	Iteration 26Q: 3 clusters Score -416774.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -416777.281250 Penalty: 4159.089355
	Iteration 27Q: 3 clusters Score -416777.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -416779.375000 Penalty: 4159.089355
	Iteration 28Q: 3 clusters Score -416779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -416780.968750 Penalty: 4159.089355
	Iteration 29Q: 3 clusters Score -416781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -416781.531250 Penalty: 4159.089355
	Iteration 30Q: 3 clusters Score -416781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -416781.375000 Penalty: 4159.089355
	Iteration 31Q: 3 clusters Score -416781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -416781.375000 Penalty: 4159.089355
	Iteration 32F: 3 clusters Score -416781.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Entering Unmasked Estep 
Score: -403284.093750 Penalty: 2103.325684
	Iteration 0F: 2 clusters Score -403284.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -398920.093750 Penalty: 4206.651367
	Iteration 0F: 3 clusters Score -398920.1 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -400206.750000 Penalty: 4206.651367
	Iteration 1F: 3 clusters Score -400206.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -400665.906250 Penalty: 4206.651367
	Iteration 2F: 3 clusters Score -400665.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -401012.062500 Penalty: 4206.651367
	Iteration 3F: 3 clusters Score -401012.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -401268.125000 Penalty: 4206.651367
	Iteration 4F: 3 clusters Score -401268.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -401457.843750 Penalty: 4206.651367
	Iteration 5F: 3 clusters Score -401457.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -401608.531250 Penalty: 4206.651367
	Iteration 6Q: 3 clusters Score -401608.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -401723.718750 Penalty: 4206.651367
	Iteration 7Q: 3 clusters Score -401723.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -401807.000000 Penalty: 4206.651367
	Iteration 8Q: 3 clusters Score -401807 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -401888.500000 Penalty: 4206.651367
	Iteration 9Q: 3 clusters Score -401888.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -401971.843750 Penalty: 4206.651367
	Iteration 10Q: 3 clusters Score -401971.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -402036.062500 Penalty: 4206.651367
	Iteration 11Q: 3 clusters Score -402036.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -402067.875000 Penalty: 4206.651367
	Iteration 12Q: 3 clusters Score -402067.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -402085.125000 Penalty: 4206.651367
	Iteration 13Q: 3 clusters Score -402085.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -402098.781250 Penalty: 4206.651367
	Iteration 14Q: 3 clusters Score -402098.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -402106.062500 Penalty: 4206.651367
	Iteration 15Q: 3 clusters Score -402106.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -402115.093750 Penalty: 4206.651367
	Iteration 16Q: 3 clusters Score -402115.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -402119.875000 Penalty: 4206.651367
	Iteration 17Q: 3 clusters Score -402119.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -402125.250000 Penalty: 4206.651367
	Iteration 18Q: 3 clusters Score -402125.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -402130.343750 Penalty: 4206.651367
	Iteration 19Q: 3 clusters Score -402130.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -402131.312500 Penalty: 4206.651367
	Iteration 20F: 3 clusters Score -402131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -402131.968750 Penalty: 4206.651367
	Iteration 21Q: 3 clusters Score -402132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -402133.875000 Penalty: 4206.651367
	Iteration 22Q: 3 clusters Score -402133.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -402134.843750 Penalty: 4206.651367
	Iteration 23Q: 3 clusters Score -402134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -402135.937500 Penalty: 4206.651367
	Iteration 24Q: 3 clusters Score -402135.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -402135.937500 Penalty: 4206.651367
	Iteration 25Q: 3 clusters Score -402135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -402136.875000 Penalty: 4206.651367
	Iteration 26Q: 3 clusters Score -402136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -402136.875000 Penalty: 4206.651367
	Iteration 27F: 3 clusters Score -402136.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -126136.429688 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -126136.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -123976.750000 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -123976.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -124329.687500 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -124329.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -124457.421875 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -124457.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -124558.710938 Penalty: 3579.123535
	Iteration 3F: 3 clusters Score -124558.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -124621.640625 Penalty: 3579.123535
	Iteration 4Q: 3 clusters Score -124621.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -124673.742188 Penalty: 3579.123535
	Iteration 5Q: 3 clusters Score -124673.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -124718.500000 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -124718.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -124767.242188 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -124767.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -124805.609375 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -124805.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -124844.625000 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -124844.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -124872.039062 Penalty: 3579.123535
	Iteration 10Q: 3 clusters Score -124872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -124899.523438 Penalty: 3579.123535
	Iteration 11Q: 3 clusters Score -124899.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -124914.132812 Penalty: 3579.123535
	Iteration 12Q: 3 clusters Score -124914.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -124927.968750 Penalty: 3579.123535
	Iteration 13Q: 3 clusters Score -124928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -124947.968750 Penalty: 3579.123535
	Iteration 14Q: 3 clusters Score -124948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -124959.468750 Penalty: 3579.123535
	Iteration 15Q: 3 clusters Score -124959.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -124966.296875 Penalty: 3579.123535
	Iteration 16Q: 3 clusters Score -124966.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -124973.101562 Penalty: 3579.123535
	Iteration 17Q: 3 clusters Score -124973.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -124979.507812 Penalty: 3579.123535
	Iteration 18Q: 3 clusters Score -124979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -124992.906250 Penalty: 3579.123535
	Iteration 19Q: 3 clusters Score -124992.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -125001.148438 Penalty: 3579.123535
	Iteration 20F: 3 clusters Score -125001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -125004.164062 Penalty: 3579.123535
	Iteration 21Q: 3 clusters Score -125004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -125005.296875 Penalty: 3579.123535
	Iteration 22Q: 3 clusters Score -125005.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -125007.531250 Penalty: 3579.123535
	Iteration 23Q: 3 clusters Score -125007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -125007.531250 Penalty: 3579.123535
	Iteration 24F: 3 clusters Score -125007.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Entering Unmasked Estep 
Score: -849950.875000 Penalty: 2243.859619
	Iteration 0F: 2 clusters Score -849950.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -843185.812500 Penalty: 4487.719238
	Iteration 0F: 3 clusters Score -843185.8 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -845078.437500 Penalty: 4487.719238
	Iteration 1F: 3 clusters Score -845078.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -845404.500000 Penalty: 4487.719238
	Iteration 2F: 3 clusters Score -845404.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -845621.750000 Penalty: 4487.719238
	Iteration 3F: 3 clusters Score -845621.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -845803.875000 Penalty: 4487.719238
	Iteration 4Q: 3 clusters Score -845803.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -845978.375000 Penalty: 4487.719238
	Iteration 5Q: 3 clusters Score -845978.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -846152.250000 Penalty: 4487.719238
	Iteration 6Q: 3 clusters Score -846152.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -846346.125000 Penalty: 4487.719238
	Iteration 7Q: 3 clusters Score -846346.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -846578.187500 Penalty: 4487.719238
	Iteration 8Q: 3 clusters Score -846578.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -846861.125000 Penalty: 4487.719238
	Iteration 9Q: 3 clusters Score -846861.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -847169.250000 Penalty: 4487.719238
	Iteration 10Q: 3 clusters Score -847169.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -847436.562500 Penalty: 4487.719238
	Iteration 11Q: 3 clusters Score -847436.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -847644.812500 Penalty: 4487.719238
	Iteration 12Q: 3 clusters Score -847644.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -847789.812500 Penalty: 4487.719238
	Iteration 13Q: 3 clusters Score -847789.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -847900.125000 Penalty: 4487.719238
	Iteration 14Q: 3 clusters Score -847900.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -847979.187500 Penalty: 4487.719238
	Iteration 15Q: 3 clusters Score -847979.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -848030.750000 Penalty: 4487.719238
	Iteration 16Q: 3 clusters Score -848030.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -848060.687500 Penalty: 4487.719238
	Iteration 17Q: 3 clusters Score -848060.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -848084.187500 Penalty: 4487.719238
	Iteration 18Q: 3 clusters Score -848084.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -848108.187500 Penalty: 4487.719238
	Iteration 19Q: 3 clusters Score -848108.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -848124.625000 Penalty: 4487.719238
	Iteration 20F: 3 clusters Score -848124.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -848142.500000 Penalty: 4487.719238
	Iteration 21Q: 3 clusters Score -848142.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -848160.187500 Penalty: 4487.719238
	Iteration 22Q: 3 clusters Score -848160.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -848178.625000 Penalty: 4487.719238
	Iteration 23Q: 3 clusters Score -848178.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -848193.625000 Penalty: 4487.719238
	Iteration 24Q: 3 clusters Score -848193.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -848210.750000 Penalty: 4487.719238
	Iteration 25Q: 3 clusters Score -848210.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -848226.687500 Penalty: 4487.719238
	Iteration 26Q: 3 clusters Score -848226.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -848232.500000 Penalty: 4487.719238
	Iteration 27Q: 3 clusters Score -848232.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -848237.500000 Penalty: 4487.719238
	Iteration 28Q: 3 clusters Score -848237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -848240.937500 Penalty: 4487.719238
	Iteration 29Q: 3 clusters Score -848240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -848243.625000 Penalty: 4487.719238
	Iteration 30Q: 3 clusters Score -848243.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -848246.250000 Penalty: 4487.719238
	Iteration 31Q: 3 clusters Score -848246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -848250.500000 Penalty: 4487.719238
	Iteration 32Q: 3 clusters Score -848250.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -848251.625000 Penalty: 4487.719238
	Iteration 33Q: 3 clusters Score -848251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -848253.125000 Penalty: 4487.719238
	Iteration 34Q: 3 clusters Score -848253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -848254.562500 Penalty: 4487.719238
	Iteration 35Q: 3 clusters Score -848254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -848254.875000 Penalty: 4487.719238
	Iteration 36Q: 3 clusters Score -848254.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -848254.875000 Penalty: 4487.719238
	Iteration 37F: 3 clusters Score -848254.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Entering Unmasked Estep 
Score: -6691387.000000 Penalty: 2751.450439
	Iteration 0F: 2 clusters Score -6691387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -6647482.500000 Penalty: 5502.900879
	Iteration 0F: 3 clusters Score -6647482 nChanged 30664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -6664377.000000 Penalty: 5502.900879
	Iteration 1F: 3 clusters Score -6664377 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -6664931.000000 Penalty: 5502.900879
	Iteration 2Q: 3 clusters Score -6664931 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -6665524.500000 Penalty: 5502.900879
	Iteration 3Q: 3 clusters Score -6665524 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -6666141.000000 Penalty: 5502.900879
	Iteration 4Q: 3 clusters Score -6666141 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -6666768.000000 Penalty: 5502.900879
	Iteration 5Q: 3 clusters Score -6666768 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -6667542.000000 Penalty: 5502.900879
	Iteration 6Q: 3 clusters Score -6667542 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -6668506.500000 Penalty: 5502.900879
	Iteration 7Q: 3 clusters Score -6668506 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -6669732.500000 Penalty: 5502.900879
	Iteration 8Q: 3 clusters Score -6669732 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -6671084.000000 Penalty: 5502.900879
	Iteration 9Q: 3 clusters Score -6671084 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -6672540.000000 Penalty: 5502.900879
	Iteration 10Q: 3 clusters Score -6672540 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -6674467.500000 Penalty: 5502.900879
	Iteration 11Q: 3 clusters Score -6674468 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -6676653.500000 Penalty: 5502.900879
	Iteration 12F: 3 clusters Score -6676654 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -6678697.000000 Penalty: 5502.900879
	Iteration 13F: 3 clusters Score -6678697 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -6679930.000000 Penalty: 5502.900879
	Iteration 14Q: 3 clusters Score -6679930 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -6680474.000000 Penalty: 5502.900879
	Iteration 15Q: 3 clusters Score -6680474 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -6680735.500000 Penalty: 5502.900879
	Iteration 16Q: 3 clusters Score -6680736 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -6680890.500000 Penalty: 5502.900879
	Iteration 17Q: 3 clusters Score -6680890 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -6680988.000000 Penalty: 5502.900879
	Iteration 18Q: 3 clusters Score -6680988 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -6681084.500000 Penalty: 5502.900879
	Iteration 19Q: 3 clusters Score -6681084 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -6681205.500000 Penalty: 5502.900879
	Iteration 20F: 3 clusters Score -6681206 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -6681359.000000 Penalty: 5502.900879
	Iteration 21Q: 3 clusters Score -6681359 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -6681454.500000 Penalty: 5502.900879
	Iteration 22Q: 3 clusters Score -6681454 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -6681601.500000 Penalty: 5502.900879
	Iteration 23Q: 3 clusters Score -6681602 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -6681764.000000 Penalty: 5502.900879
	Iteration 24Q: 3 clusters Score -6681764 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -6681871.000000 Penalty: 5502.900879
	Iteration 25Q: 3 clusters Score -6681871 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -6682007.500000 Penalty: 5502.900879
	Iteration 26Q: 3 clusters Score -6682008 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -6682133.500000 Penalty: 5502.900879
	Iteration 27Q: 3 clusters Score -6682134 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -6682247.500000 Penalty: 5502.900879
	Iteration 28Q: 3 clusters Score -6682248 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -6682376.500000 Penalty: 5502.900879
	Iteration 29Q: 3 clusters Score -6682376 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -6682500.500000 Penalty: 5502.900879
	Iteration 30Q: 3 clusters Score -6682500 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -6682660.500000 Penalty: 5502.900879
	Iteration 31Q: 3 clusters Score -6682660 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -6682758.000000 Penalty: 5502.900879
	Iteration 32Q: 3 clusters Score -6682758 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -6682904.500000 Penalty: 5502.900879
	Iteration 33Q: 3 clusters Score -6682904 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -6683072.000000 Penalty: 5502.900879
	Iteration 34Q: 3 clusters Score -6683072 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -6683234.000000 Penalty: 5502.900879
	Iteration 35Q: 3 clusters Score -6683234 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -6683408.500000 Penalty: 5502.900879
	Iteration 36Q: 3 clusters Score -6683408 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -6683599.000000 Penalty: 5502.900879
	Iteration 37Q: 3 clusters Score -6683599 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -6683795.500000 Penalty: 5502.900879
	Iteration 38Q: 3 clusters Score -6683796 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -6684064.500000 Penalty: 5502.900879
	Iteration 39Q: 3 clusters Score -6684064 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -6684289.000000 Penalty: 5502.900879
	Iteration 40F: 3 clusters Score -6684289 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -6684585.500000 Penalty: 5502.900879
	Iteration 41Q: 3 clusters Score -6684586 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -6684913.000000 Penalty: 5502.900879
	Iteration 42Q: 3 clusters Score -6684913 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -6685152.500000 Penalty: 5502.900879
	Iteration 43Q: 3 clusters Score -6685152 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -6685503.000000 Penalty: 5502.900879
	Iteration 44Q: 3 clusters Score -6685503 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -6685765.500000 Penalty: 5502.900879
	Iteration 45Q: 3 clusters Score -6685766 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -6686045.500000 Penalty: 5502.900879
	Iteration 46Q: 3 clusters Score -6686046 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -6686309.000000 Penalty: 5502.900879
	Iteration 47Q: 3 clusters Score -6686309 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -6686545.500000 Penalty: 5502.900879
	Iteration 48Q: 3 clusters Score -6686546 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -6686805.500000 Penalty: 5502.900879
	Iteration 49Q: 3 clusters Score -6686806 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -6687077.000000 Penalty: 5502.900879
	Iteration 50Q: 3 clusters Score -6687077 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -6687368.500000 Penalty: 5502.900879
	Iteration 51Q: 3 clusters Score -6687368 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61265 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -6687598.500000 Penalty: 5502.900879
	Iteration 52Q: 3 clusters Score -6687598 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -6687870.000000 Penalty: 5502.900879
	Iteration 53Q: 3 clusters Score -6687870 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -6688108.500000 Penalty: 5502.900879
	Iteration 54Q: 3 clusters Score -6688108 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -6688261.500000 Penalty: 5502.900879
	Iteration 55Q: 3 clusters Score -6688262 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -6688422.500000 Penalty: 5502.900879
	Iteration 56Q: 3 clusters Score -6688422 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6688552.500000 Penalty: 5502.900879
	Iteration 57Q: 3 clusters Score -6688552 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6688645.500000 Penalty: 5502.900879
	Iteration 58Q: 3 clusters Score -6688646 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6688734.000000 Penalty: 5502.900879
	Iteration 59Q: 3 clusters Score -6688734 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6688830.000000 Penalty: 5502.900879
	Iteration 60F: 3 clusters Score -6688830 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6688907.500000 Penalty: 5502.900879
	Iteration 61Q: 3 clusters Score -6688908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6688992.000000 Penalty: 5502.900879
	Iteration 62Q: 3 clusters Score -6688992 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6689037.000000 Penalty: 5502.900879
	Iteration 63Q: 3 clusters Score -6689037 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6689064.000000 Penalty: 5502.900879
	Iteration 64Q: 3 clusters Score -6689064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6689101.500000 Penalty: 5502.900879
	Iteration 65Q: 3 clusters Score -6689102 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6689132.500000 Penalty: 5502.900879
	Iteration 66Q: 3 clusters Score -6689132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6689162.000000 Penalty: 5502.900879
	Iteration 67Q: 3 clusters Score -6689162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6689181.000000 Penalty: 5502.900879
	Iteration 68Q: 3 clusters Score -6689181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64595 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6689207.000000 Penalty: 5502.900879
	Iteration 69Q: 3 clusters Score -6689207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6689215.000000 Penalty: 5502.900879
	Iteration 70Q: 3 clusters Score -6689215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6689232.500000 Penalty: 5502.900879
	Iteration 71Q: 3 clusters Score -6689232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6689259.500000 Penalty: 5502.900879
	Iteration 72Q: 3 clusters Score -6689260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64697 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6689258.500000 Penalty: 5502.900879
	Iteration 73Q: 3 clusters Score -6689258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6689270.500000 Penalty: 5502.900879
	Iteration 74Q: 3 clusters Score -6689270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6689279.500000 Penalty: 5502.900879
	Iteration 75Q: 3 clusters Score -6689280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6689274.000000 Penalty: 5502.900879
	Iteration 76Q: 3 clusters Score -6689274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6689276.000000 Penalty: 5502.900879
	Iteration 77Q: 3 clusters Score -6689276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6689287.500000 Penalty: 5502.900879
	Iteration 78Q: 3 clusters Score -6689288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6689280.500000 Penalty: 5502.900879
	Iteration 79Q: 3 clusters Score -6689280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6689283.500000 Penalty: 5502.900879
	Iteration 80F: 3 clusters Score -6689284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6689287.000000 Penalty: 5502.900879
	Iteration 81Q: 3 clusters Score -6689287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6689286.500000 Penalty: 5502.900879
	Iteration 82Q: 3 clusters Score -6689286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6689283.500000 Penalty: 5502.900879
	Iteration 83Q: 3 clusters Score -6689284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6689288.500000 Penalty: 5502.900879
	Iteration 84Q: 3 clusters Score -6689288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6689289.000000 Penalty: 5502.900879
	Iteration 85Q: 3 clusters Score -6689289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64794 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6689290.500000 Penalty: 5502.900879
	Iteration 86Q: 3 clusters Score -6689290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6689297.500000 Penalty: 5502.900879
	Iteration 87Q: 3 clusters Score -6689298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6689288.000000 Penalty: 5502.900879
	Iteration 88Q: 3 clusters Score -6689288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6689294.500000 Penalty: 5502.900879
	Iteration 89Q: 3 clusters Score -6689294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6689293.500000 Penalty: 5502.900879
	Iteration 90Q: 3 clusters Score -6689294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6689292.000000 Penalty: 5502.900879
	Iteration 91Q: 3 clusters Score -6689292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6689293.000000 Penalty: 5502.900879
	Iteration 92Q: 3 clusters Score -6689293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64822 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6689295.000000 Penalty: 5502.900879
	Iteration 93Q: 3 clusters Score -6689295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6689298.500000 Penalty: 5502.900879
	Iteration 94Q: 3 clusters Score -6689298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6689299.500000 Penalty: 5502.900879
	Iteration 95Q: 3 clusters Score -6689300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6689314.500000 Penalty: 5502.900879
	Iteration 96Q: 3 clusters Score -6689314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6689314.000000 Penalty: 5502.900879
	Iteration 97Q: 3 clusters Score -6689314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6689314.500000 Penalty: 5502.900879
	Iteration 98Q: 3 clusters Score -6689314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6689315.000000 Penalty: 5502.900879
	Iteration 99Q: 3 clusters Score -6689315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6689308.000000 Penalty: 5502.900879
	Iteration 100F: 3 clusters Score -6689308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6689310.500000 Penalty: 5502.900879
	Iteration 101Q: 3 clusters Score -6689310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6689314.500000 Penalty: 5502.900879
	Iteration 102Q: 3 clusters Score -6689314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6689313.000000 Penalty: 5502.900879
	Iteration 103Q: 3 clusters Score -6689313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6689310.000000 Penalty: 5502.900879
	Iteration 104Q: 3 clusters Score -6689310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64877 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6689309.500000 Penalty: 5502.900879
	Iteration 105Q: 3 clusters Score -6689310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6689317.500000 Penalty: 5502.900879
	Iteration 106Q: 3 clusters Score -6689318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6689317.500000 Penalty: 5502.900879
	Iteration 107F: 3 clusters Score -6689318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Entering Unmasked Estep 
Score: -690777.250000 Penalty: 2226.864258
	Iteration 0F: 2 clusters Score -690777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -684431.062500 Penalty: 4453.728516
	Iteration 0F: 3 clusters Score -684431.1 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -686604.187500 Penalty: 4453.728516
	Iteration 1F: 3 clusters Score -686604.2 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -687300.312500 Penalty: 4453.728516
	Iteration 2F: 3 clusters Score -687300.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -687846.750000 Penalty: 4453.728516
	Iteration 3F: 3 clusters Score -687846.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -688238.937500 Penalty: 4453.728516
	Iteration 4F: 3 clusters Score -688238.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -688581.937500 Penalty: 4453.728516
	Iteration 5F: 3 clusters Score -688581.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -688866.000000 Penalty: 4453.728516
	Iteration 6Q: 3 clusters Score -688866 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -689097.437500 Penalty: 4453.728516
	Iteration 7Q: 3 clusters Score -689097.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -689263.312500 Penalty: 4453.728516
	Iteration 8Q: 3 clusters Score -689263.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -689367.312500 Penalty: 4453.728516
	Iteration 9Q: 3 clusters Score -689367.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -689456.500000 Penalty: 4453.728516
	Iteration 10Q: 3 clusters Score -689456.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -689547.500000 Penalty: 4453.728516
	Iteration 11Q: 3 clusters Score -689547.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -689626.812500 Penalty: 4453.728516
	Iteration 12Q: 3 clusters Score -689626.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -689698.312500 Penalty: 4453.728516
	Iteration 13Q: 3 clusters Score -689698.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -689759.750000 Penalty: 4453.728516
	Iteration 14Q: 3 clusters Score -689759.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -689805.437500 Penalty: 4453.728516
	Iteration 15Q: 3 clusters Score -689805.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -689847.062500 Penalty: 4453.728516
	Iteration 16Q: 3 clusters Score -689847.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -689890.312500 Penalty: 4453.728516
	Iteration 17Q: 3 clusters Score -689890.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -689920.062500 Penalty: 4453.728516
	Iteration 18Q: 3 clusters Score -689920.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -689945.562500 Penalty: 4453.728516
	Iteration 19Q: 3 clusters Score -689945.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -689960.125000 Penalty: 4453.728516
	Iteration 20F: 3 clusters Score -689960.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -689972.000000 Penalty: 4453.728516
	Iteration 21Q: 3 clusters Score -689972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -689981.312500 Penalty: 4453.728516
	Iteration 22Q: 3 clusters Score -689981.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -689985.750000 Penalty: 4453.728516
	Iteration 23Q: 3 clusters Score -689985.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -689988.750000 Penalty: 4453.728516
	Iteration 24Q: 3 clusters Score -689988.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -689992.625000 Penalty: 4453.728516
	Iteration 25Q: 3 clusters Score -689992.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -689995.500000 Penalty: 4453.728516
	Iteration 26Q: 3 clusters Score -689995.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -689999.250000 Penalty: 4453.728516
	Iteration 27Q: 3 clusters Score -689999.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -689999.187500 Penalty: 4453.728516
	Iteration 28Q: 3 clusters Score -689999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -690000.437500 Penalty: 4453.728516
	Iteration 29Q: 3 clusters Score -690000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -690000.125000 Penalty: 4453.728516
	Iteration 30Q: 3 clusters Score -690000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -690001.750000 Penalty: 4453.728516
	Iteration 31Q: 3 clusters Score -690001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -690002.250000 Penalty: 4453.728516
	Iteration 32Q: 3 clusters Score -690002.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -690003.375000 Penalty: 4453.728516
	Iteration 33Q: 3 clusters Score -690003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -690005.437500 Penalty: 4453.728516
	Iteration 34Q: 3 clusters Score -690005.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -690008.750000 Penalty: 4453.728516
	Iteration 35Q: 3 clusters Score -690008.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -690013.000000 Penalty: 4453.728516
	Iteration 36Q: 3 clusters Score -690013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -690015.812500 Penalty: 4453.728516
	Iteration 37Q: 3 clusters Score -690015.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -690017.250000 Penalty: 4453.728516
	Iteration 38Q: 3 clusters Score -690017.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -690017.562500 Penalty: 4453.728516
	Iteration 39Q: 3 clusters Score -690017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -690021.000000 Penalty: 4453.728516
	Iteration 40F: 3 clusters Score -690021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -690022.312500 Penalty: 4453.728516
	Iteration 41Q: 3 clusters Score -690022.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -690021.500000 Penalty: 4453.728516
	Iteration 42Q: 3 clusters Score -690021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -690022.500000 Penalty: 4453.728516
	Iteration 43Q: 3 clusters Score -690022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -690021.250000 Penalty: 4453.728516
	Iteration 44Q: 3 clusters Score -690021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -690021.250000 Penalty: 4453.728516
	Iteration 45F: 3 clusters Score -690021.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Entering Unmasked Estep 
Score: -1624790.750000 Penalty: 2410.705322
	Iteration 0F: 2 clusters Score -1624791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1612834.125000 Penalty: 4821.410645
	Iteration 0F: 3 clusters Score -1612834 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1616732.375000 Penalty: 4821.410645
	Iteration 1F: 3 clusters Score -1616732 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1617411.625000 Penalty: 4821.410645
	Iteration 2F: 3 clusters Score -1617412 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1618185.000000 Penalty: 4821.410645
	Iteration 3F: 3 clusters Score -1618185 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1619038.125000 Penalty: 4821.410645
	Iteration 4F: 3 clusters Score -1619038 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1619838.750000 Penalty: 4821.410645
	Iteration 5F: 3 clusters Score -1619839 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1620551.375000 Penalty: 4821.410645
	Iteration 6F: 3 clusters Score -1620551 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1621131.000000 Penalty: 4821.410645
	Iteration 7F: 3 clusters Score -1621131 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1621646.375000 Penalty: 4821.410645
	Iteration 8Q: 3 clusters Score -1621646 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1622116.500000 Penalty: 4821.410645
	Iteration 9Q: 3 clusters Score -1622116 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1622522.250000 Penalty: 4821.410645
	Iteration 10Q: 3 clusters Score -1622522 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1622819.625000 Penalty: 4821.410645
	Iteration 11Q: 3 clusters Score -1622820 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1622984.875000 Penalty: 4821.410645
	Iteration 12Q: 3 clusters Score -1622985 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1623054.875000 Penalty: 4821.410645
	Iteration 13Q: 3 clusters Score -1623055 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1623088.500000 Penalty: 4821.410645
	Iteration 14Q: 3 clusters Score -1623088 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1623118.375000 Penalty: 4821.410645
	Iteration 15Q: 3 clusters Score -1623118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1623122.750000 Penalty: 4821.410645
	Iteration 16Q: 3 clusters Score -1623123 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1623131.125000 Penalty: 4821.410645
	Iteration 17Q: 3 clusters Score -1623131 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1623135.750000 Penalty: 4821.410645
	Iteration 18Q: 3 clusters Score -1623136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1623150.750000 Penalty: 4821.410645
	Iteration 19Q: 3 clusters Score -1623151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1623147.625000 Penalty: 4821.410645
	Iteration 20F: 3 clusters Score -1623148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1623146.750000 Penalty: 4821.410645
	Iteration 21Q: 3 clusters Score -1623147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1623149.250000 Penalty: 4821.410645
	Iteration 22Q: 3 clusters Score -1623149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1623155.750000 Penalty: 4821.410645
	Iteration 23Q: 3 clusters Score -1623156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1623153.875000 Penalty: 4821.410645
	Iteration 24Q: 3 clusters Score -1623154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1623156.000000 Penalty: 4821.410645
	Iteration 25Q: 3 clusters Score -1623156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1623149.875000 Penalty: 4821.410645
	Iteration 26Q: 3 clusters Score -1623150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1623152.000000 Penalty: 4821.410645
	Iteration 27Q: 3 clusters Score -1623152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1623152.750000 Penalty: 4821.410645
	Iteration 28Q: 3 clusters Score -1623153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1623153.000000 Penalty: 4821.410645
	Iteration 29Q: 3 clusters Score -1623153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1623153.875000 Penalty: 4821.410645
	Iteration 30Q: 3 clusters Score -1623154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1623154.750000 Penalty: 4821.410645
	Iteration 31Q: 3 clusters Score -1623155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1623153.250000 Penalty: 4821.410645
	Iteration 32Q: 3 clusters Score -1623153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1623151.500000 Penalty: 4821.410645
	Iteration 33Q: 3 clusters Score -1623152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1623151.500000 Penalty: 4821.410645
	Iteration 34F: 3 clusters Score -1623152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Entering Unmasked Estep 
Score: -4137765.250000 Penalty: 2639.379395
	Iteration 0F: 2 clusters Score -4137765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4109477.250000 Penalty: 5278.758789
	Iteration 0F: 3 clusters Score -4109477 nChanged 19186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -4120214.500000 Penalty: 5278.758789
	Iteration 1F: 3 clusters Score -4120214 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -4120981.000000 Penalty: 5278.758789
	Iteration 2Q: 3 clusters Score -4120981 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -4121981.500000 Penalty: 5278.758789
	Iteration 3F: 3 clusters Score -4121982 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -4123356.750000 Penalty: 5278.758789
	Iteration 4F: 3 clusters Score -4123357 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -4125319.500000 Penalty: 5278.758789
	Iteration 5F: 3 clusters Score -4125320 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -4127746.500000 Penalty: 5278.758789
	Iteration 6F: 3 clusters Score -4127746 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -4130376.750000 Penalty: 5278.758789
	Iteration 7F: 3 clusters Score -4130377 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -4132589.000000 Penalty: 5278.758789
	Iteration 8F: 3 clusters Score -4132589 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -4133937.250000 Penalty: 5278.758789
	Iteration 9Q: 3 clusters Score -4133937 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -4134629.750000 Penalty: 5278.758789
	Iteration 10Q: 3 clusters Score -4134630 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -4135048.500000 Penalty: 5278.758789
	Iteration 11Q: 3 clusters Score -4135048 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -4135306.250000 Penalty: 5278.758789
	Iteration 12Q: 3 clusters Score -4135306 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -4135453.750000 Penalty: 5278.758789
	Iteration 13Q: 3 clusters Score -4135454 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -4135529.250000 Penalty: 5278.758789
	Iteration 14Q: 3 clusters Score -4135529 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -4135565.750000 Penalty: 5278.758789
	Iteration 15Q: 3 clusters Score -4135566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -4135608.750000 Penalty: 5278.758789
	Iteration 16Q: 3 clusters Score -4135609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -4135623.250000 Penalty: 5278.758789
	Iteration 17Q: 3 clusters Score -4135623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -4135637.750000 Penalty: 5278.758789
	Iteration 18Q: 3 clusters Score -4135638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -4135641.750000 Penalty: 5278.758789
	Iteration 19Q: 3 clusters Score -4135642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -4135647.250000 Penalty: 5278.758789
	Iteration 20F: 3 clusters Score -4135647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -4135649.250000 Penalty: 5278.758789
	Iteration 21Q: 3 clusters Score -4135649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -4135648.000000 Penalty: 5278.758789
	Iteration 22Q: 3 clusters Score -4135648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -4135645.750000 Penalty: 5278.758789
	Iteration 23Q: 3 clusters Score -4135646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -4135647.000000 Penalty: 5278.758789
	Iteration 24Q: 3 clusters Score -4135647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -4135647.250000 Penalty: 5278.758789
	Iteration 25Q: 3 clusters Score -4135647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -4135655.250000 Penalty: 5278.758789
	Iteration 26Q: 3 clusters Score -4135655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -4135653.000000 Penalty: 5278.758789
	Iteration 27Q: 3 clusters Score -4135653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -4135653.000000 Penalty: 5278.758789
	Iteration 28F: 3 clusters Score -4135653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Entering Unmasked Estep 
Score: -1451009.500000 Penalty: 2380.585205
	Iteration 0F: 2 clusters Score -1451010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1440172.875000 Penalty: 4761.170410
	Iteration 0F: 3 clusters Score -1440173 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1443515.375000 Penalty: 4761.170410
	Iteration 1F: 3 clusters Score -1443515 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1443877.500000 Penalty: 4761.170410
	Iteration 2F: 3 clusters Score -1443878 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1444150.250000 Penalty: 4761.170410
	Iteration 3Q: 3 clusters Score -1444150 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1444416.125000 Penalty: 4761.170410
	Iteration 4Q: 3 clusters Score -1444416 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1444661.000000 Penalty: 4761.170410
	Iteration 5Q: 3 clusters Score -1444661 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1444901.500000 Penalty: 4761.170410
	Iteration 6Q: 3 clusters Score -1444902 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1445133.500000 Penalty: 4761.170410
	Iteration 7Q: 3 clusters Score -1445134 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1445420.500000 Penalty: 4761.170410
	Iteration 8Q: 3 clusters Score -1445420 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1445783.875000 Penalty: 4761.170410
	Iteration 9Q: 3 clusters Score -1445784 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1446249.875000 Penalty: 4761.170410
	Iteration 10Q: 3 clusters Score -1446250 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1446801.875000 Penalty: 4761.170410
	Iteration 11Q: 3 clusters Score -1446802 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1447383.000000 Penalty: 4761.170410
	Iteration 12Q: 3 clusters Score -1447383 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1447876.875000 Penalty: 4761.170410
	Iteration 13Q: 3 clusters Score -1447877 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1448266.875000 Penalty: 4761.170410
	Iteration 14Q: 3 clusters Score -1448267 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1448509.000000 Penalty: 4761.170410
	Iteration 15Q: 3 clusters Score -1448509 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1448693.125000 Penalty: 4761.170410
	Iteration 16Q: 3 clusters Score -1448693 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1448826.250000 Penalty: 4761.170410
	Iteration 17Q: 3 clusters Score -1448826 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1448915.750000 Penalty: 4761.170410
	Iteration 18Q: 3 clusters Score -1448916 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1448985.000000 Penalty: 4761.170410
	Iteration 19Q: 3 clusters Score -1448985 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1449033.875000 Penalty: 4761.170410
	Iteration 20F: 3 clusters Score -1449034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1449065.625000 Penalty: 4761.170410
	Iteration 21Q: 3 clusters Score -1449066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1449088.625000 Penalty: 4761.170410
	Iteration 22Q: 3 clusters Score -1449089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1449110.375000 Penalty: 4761.170410
	Iteration 23Q: 3 clusters Score -1449110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1449134.750000 Penalty: 4761.170410
	Iteration 24Q: 3 clusters Score -1449135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1449160.500000 Penalty: 4761.170410
	Iteration 25Q: 3 clusters Score -1449160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1449173.625000 Penalty: 4761.170410
	Iteration 26Q: 3 clusters Score -1449174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1449181.000000 Penalty: 4761.170410
	Iteration 27Q: 3 clusters Score -1449181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1449188.375000 Penalty: 4761.170410
	Iteration 28Q: 3 clusters Score -1449188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1449189.125000 Penalty: 4761.170410
	Iteration 29Q: 3 clusters Score -1449189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1449195.000000 Penalty: 4761.170410
	Iteration 30Q: 3 clusters Score -1449195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1449195.125000 Penalty: 4761.170410
	Iteration 31Q: 3 clusters Score -1449195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1449198.000000 Penalty: 4761.170410
	Iteration 32Q: 3 clusters Score -1449198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1449196.875000 Penalty: 4761.170410
	Iteration 33Q: 3 clusters Score -1449197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1449197.125000 Penalty: 4761.170410
	Iteration 34Q: 3 clusters Score -1449197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1449203.875000 Penalty: 4761.170410
	Iteration 35Q: 3 clusters Score -1449204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1449204.000000 Penalty: 4761.170410
	Iteration 36Q: 3 clusters Score -1449204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1449206.625000 Penalty: 4761.170410
	Iteration 37Q: 3 clusters Score -1449207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1449206.375000 Penalty: 4761.170410
	Iteration 38Q: 3 clusters Score -1449206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1449209.875000 Penalty: 4761.170410
	Iteration 39Q: 3 clusters Score -1449210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1449212.125000 Penalty: 4761.170410
	Iteration 40F: 3 clusters Score -1449212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1449212.750000 Penalty: 4761.170410
	Iteration 41Q: 3 clusters Score -1449213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1449215.500000 Penalty: 4761.170410
	Iteration 42Q: 3 clusters Score -1449216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1449217.875000 Penalty: 4761.170410
	Iteration 43Q: 3 clusters Score -1449218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1449218.875000 Penalty: 4761.170410
	Iteration 44Q: 3 clusters Score -1449219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1449217.625000 Penalty: 4761.170410
	Iteration 45Q: 3 clusters Score -1449218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1449219.000000 Penalty: 4761.170410
	Iteration 46Q: 3 clusters Score -1449219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1449218.500000 Penalty: 4761.170410
	Iteration 47Q: 3 clusters Score -1449218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1449218.750000 Penalty: 4761.170410
	Iteration 48Q: 3 clusters Score -1449219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1449219.125000 Penalty: 4761.170410
	Iteration 49Q: 3 clusters Score -1449219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1449220.125000 Penalty: 4761.170410
	Iteration 50Q: 3 clusters Score -1449220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1449221.000000 Penalty: 4761.170410
	Iteration 51Q: 3 clusters Score -1449221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1449219.125000 Penalty: 4761.170410
	Iteration 52Q: 3 clusters Score -1449219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1449218.625000 Penalty: 4761.170410
	Iteration 53Q: 3 clusters Score -1449219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1449219.000000 Penalty: 4761.170410
	Iteration 54Q: 3 clusters Score -1449219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1449219.750000 Penalty: 4761.170410
	Iteration 55Q: 3 clusters Score -1449220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1449219.750000 Penalty: 4761.170410
	Iteration 56F: 3 clusters Score -1449220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Entering Unmasked Estep 
Score: -2353674.500000 Penalty: 2499.809082
	Iteration 0F: 2 clusters Score -2353674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2337212.250000 Penalty: 4999.618164
	Iteration 0F: 3 clusters Score -2337212 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2342934.500000 Penalty: 4999.618164
	Iteration 1F: 3 clusters Score -2342934 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2343451.000000 Penalty: 4999.618164
	Iteration 2F: 3 clusters Score -2343451 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2343995.000000 Penalty: 4999.618164
	Iteration 3Q: 3 clusters Score -2343995 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2344570.000000 Penalty: 4999.618164
	Iteration 4Q: 3 clusters Score -2344570 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2345233.500000 Penalty: 4999.618164
	Iteration 5Q: 3 clusters Score -2345234 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2345926.500000 Penalty: 4999.618164
	Iteration 6F: 3 clusters Score -2345926 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2346596.750000 Penalty: 4999.618164
	Iteration 7F: 3 clusters Score -2346597 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2347249.500000 Penalty: 4999.618164
	Iteration 8Q: 3 clusters Score -2347250 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2347830.000000 Penalty: 4999.618164
	Iteration 9Q: 3 clusters Score -2347830 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2348356.500000 Penalty: 4999.618164
	Iteration 10Q: 3 clusters Score -2348356 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2348846.250000 Penalty: 4999.618164
	Iteration 11Q: 3 clusters Score -2348846 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2349358.250000 Penalty: 4999.618164
	Iteration 12Q: 3 clusters Score -2349358 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2349909.000000 Penalty: 4999.618164
	Iteration 13Q: 3 clusters Score -2349909 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2350382.250000 Penalty: 4999.618164
	Iteration 14Q: 3 clusters Score -2350382 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2350719.500000 Penalty: 4999.618164
	Iteration 15Q: 3 clusters Score -2350720 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2350979.500000 Penalty: 4999.618164
	Iteration 16Q: 3 clusters Score -2350980 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2351182.750000 Penalty: 4999.618164
	Iteration 17Q: 3 clusters Score -2351183 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2351302.750000 Penalty: 4999.618164
	Iteration 18Q: 3 clusters Score -2351303 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2351404.000000 Penalty: 4999.618164
	Iteration 19Q: 3 clusters Score -2351404 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2351469.750000 Penalty: 4999.618164
	Iteration 20F: 3 clusters Score -2351470 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2351522.750000 Penalty: 4999.618164
	Iteration 21Q: 3 clusters Score -2351523 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2351563.500000 Penalty: 4999.618164
	Iteration 22Q: 3 clusters Score -2351564 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2351591.250000 Penalty: 4999.618164
	Iteration 23Q: 3 clusters Score -2351591 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2351604.250000 Penalty: 4999.618164
	Iteration 24Q: 3 clusters Score -2351604 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2351625.000000 Penalty: 4999.618164
	Iteration 25Q: 3 clusters Score -2351625 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2351634.500000 Penalty: 4999.618164
	Iteration 26Q: 3 clusters Score -2351634 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2351647.750000 Penalty: 4999.618164
	Iteration 27Q: 3 clusters Score -2351648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2351658.250000 Penalty: 4999.618164
	Iteration 28Q: 3 clusters Score -2351658 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2351673.750000 Penalty: 4999.618164
	Iteration 29Q: 3 clusters Score -2351674 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2351689.250000 Penalty: 4999.618164
	Iteration 30Q: 3 clusters Score -2351689 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2351713.500000 Penalty: 4999.618164
	Iteration 31Q: 3 clusters Score -2351714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2351723.250000 Penalty: 4999.618164
	Iteration 32Q: 3 clusters Score -2351723 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2351727.500000 Penalty: 4999.618164
	Iteration 33Q: 3 clusters Score -2351728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2351729.000000 Penalty: 4999.618164
	Iteration 34Q: 3 clusters Score -2351729 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2351734.250000 Penalty: 4999.618164
	Iteration 35Q: 3 clusters Score -2351734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2351743.250000 Penalty: 4999.618164
	Iteration 36Q: 3 clusters Score -2351743 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2351753.750000 Penalty: 4999.618164
	Iteration 37Q: 3 clusters Score -2351754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2351754.750000 Penalty: 4999.618164
	Iteration 38Q: 3 clusters Score -2351755 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2351759.500000 Penalty: 4999.618164
	Iteration 39Q: 3 clusters Score -2351760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2351763.250000 Penalty: 4999.618164
	Iteration 40F: 3 clusters Score -2351763 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2351774.500000 Penalty: 4999.618164
	Iteration 41Q: 3 clusters Score -2351774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2351779.000000 Penalty: 4999.618164
	Iteration 42Q: 3 clusters Score -2351779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2351779.250000 Penalty: 4999.618164
	Iteration 43Q: 3 clusters Score -2351779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2351790.500000 Penalty: 4999.618164
	Iteration 44Q: 3 clusters Score -2351790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2351795.750000 Penalty: 4999.618164
	Iteration 45Q: 3 clusters Score -2351796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2351808.000000 Penalty: 4999.618164
	Iteration 46Q: 3 clusters Score -2351808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2351810.250000 Penalty: 4999.618164
	Iteration 47Q: 3 clusters Score -2351810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2351817.250000 Penalty: 4999.618164
	Iteration 48Q: 3 clusters Score -2351817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2351818.750000 Penalty: 4999.618164
	Iteration 49Q: 3 clusters Score -2351819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2351821.750000 Penalty: 4999.618164
	Iteration 50Q: 3 clusters Score -2351822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2351824.250000 Penalty: 4999.618164
	Iteration 51Q: 3 clusters Score -2351824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2351834.000000 Penalty: 4999.618164
	Iteration 52Q: 3 clusters Score -2351834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2351833.500000 Penalty: 4999.618164
	Iteration 53Q: 3 clusters Score -2351834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2351829.000000 Penalty: 4999.618164
	Iteration 54Q: 3 clusters Score -2351829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2351830.500000 Penalty: 4999.618164
	Iteration 55Q: 3 clusters Score -2351830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2351839.500000 Penalty: 4999.618164
	Iteration 56Q: 3 clusters Score -2351840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2351844.750000 Penalty: 4999.618164
	Iteration 57Q: 3 clusters Score -2351845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2351848.250000 Penalty: 4999.618164
	Iteration 58Q: 3 clusters Score -2351848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2351851.250000 Penalty: 4999.618164
	Iteration 59Q: 3 clusters Score -2351851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2351860.500000 Penalty: 4999.618164
	Iteration 60F: 3 clusters Score -2351860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2351861.750000 Penalty: 4999.618164
	Iteration 61Q: 3 clusters Score -2351862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2351869.500000 Penalty: 4999.618164
	Iteration 62Q: 3 clusters Score -2351870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2351870.250000 Penalty: 4999.618164
	Iteration 63Q: 3 clusters Score -2351870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2351876.000000 Penalty: 4999.618164
	Iteration 64Q: 3 clusters Score -2351876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2351876.000000 Penalty: 4999.618164
	Iteration 65Q: 3 clusters Score -2351876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2351871.000000 Penalty: 4999.618164
	Iteration 66Q: 3 clusters Score -2351871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2351867.750000 Penalty: 4999.618164
	Iteration 67Q: 3 clusters Score -2351868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2351878.750000 Penalty: 4999.618164
	Iteration 68Q: 3 clusters Score -2351879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2351876.000000 Penalty: 4999.618164
	Iteration 69Q: 3 clusters Score -2351876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2351883.500000 Penalty: 4999.618164
	Iteration 70Q: 3 clusters Score -2351884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2351887.750000 Penalty: 4999.618164
	Iteration 71Q: 3 clusters Score -2351888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2351886.250000 Penalty: 4999.618164
	Iteration 72Q: 3 clusters Score -2351886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2351887.750000 Penalty: 4999.618164
	Iteration 73Q: 3 clusters Score -2351888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2351888.500000 Penalty: 4999.618164
	Iteration 74Q: 3 clusters Score -2351888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2351883.750000 Penalty: 4999.618164
	Iteration 75Q: 3 clusters Score -2351884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2351884.250000 Penalty: 4999.618164
	Iteration 76Q: 3 clusters Score -2351884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2351890.000000 Penalty: 4999.618164
	Iteration 77Q: 3 clusters Score -2351890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2351899.750000 Penalty: 4999.618164
	Iteration 78Q: 3 clusters Score -2351900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2351905.250000 Penalty: 4999.618164
	Iteration 79Q: 3 clusters Score -2351905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2351914.500000 Penalty: 4999.618164
	Iteration 80F: 3 clusters Score -2351914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2351916.500000 Penalty: 4999.618164
	Iteration 81Q: 3 clusters Score -2351916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2351918.000000 Penalty: 4999.618164
	Iteration 82Q: 3 clusters Score -2351918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2351915.250000 Penalty: 4999.618164
	Iteration 83Q: 3 clusters Score -2351915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2351920.750000 Penalty: 4999.618164
	Iteration 84Q: 3 clusters Score -2351921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2351919.000000 Penalty: 4999.618164
	Iteration 85Q: 3 clusters Score -2351919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2351923.750000 Penalty: 4999.618164
	Iteration 86Q: 3 clusters Score -2351924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2351923.000000 Penalty: 4999.618164
	Iteration 87Q: 3 clusters Score -2351923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2351923.000000 Penalty: 4999.618164
	Iteration 88Q: 3 clusters Score -2351923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2351924.500000 Penalty: 4999.618164
	Iteration 89Q: 3 clusters Score -2351924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2351923.250000 Penalty: 4999.618164
	Iteration 90Q: 3 clusters Score -2351923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2351923.250000 Penalty: 4999.618164
	Iteration 91F: 3 clusters Score -2351923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (66439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Entering Unmasked Estep 
Score: -6663295.000000 Penalty: 2753.801758
	Iteration 0F: 2 clusters Score -6663295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -6618802.000000 Penalty: 5507.603516
	Iteration 0F: 3 clusters Score -6618802 nChanged 30901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -6635848.000000 Penalty: 5507.603516
	Iteration 1F: 3 clusters Score -6635848 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -6636441.000000 Penalty: 5507.603516
	Iteration 2Q: 3 clusters Score -6636441 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -6636990.000000 Penalty: 5507.603516
	Iteration 3Q: 3 clusters Score -6636990 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -6637596.500000 Penalty: 5507.603516
	Iteration 4Q: 3 clusters Score -6637596 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -6638441.500000 Penalty: 5507.603516
	Iteration 5Q: 3 clusters Score -6638442 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -6639774.500000 Penalty: 5507.603516
	Iteration 6Q: 3 clusters Score -6639774 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -6642022.500000 Penalty: 5507.603516
	Iteration 7F: 3 clusters Score -6642022 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -6645184.500000 Penalty: 5507.603516
	Iteration 8F: 3 clusters Score -6645184 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -6648877.000000 Penalty: 5507.603516
	Iteration 9F: 3 clusters Score -6648877 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -6652314.000000 Penalty: 5507.603516
	Iteration 10F: 3 clusters Score -6652314 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -6654677.500000 Penalty: 5507.603516
	Iteration 11F: 3 clusters Score -6654678 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -6656332.000000 Penalty: 5507.603516
	Iteration 12Q: 3 clusters Score -6656332 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -6657399.500000 Penalty: 5507.603516
	Iteration 13Q: 3 clusters Score -6657400 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -6658043.000000 Penalty: 5507.603516
	Iteration 14Q: 3 clusters Score -6658043 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -6658459.000000 Penalty: 5507.603516
	Iteration 15Q: 3 clusters Score -6658459 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -6658746.000000 Penalty: 5507.603516
	Iteration 16Q: 3 clusters Score -6658746 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -6659031.500000 Penalty: 5507.603516
	Iteration 17Q: 3 clusters Score -6659032 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -6659308.000000 Penalty: 5507.603516
	Iteration 18Q: 3 clusters Score -6659308 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -6659611.000000 Penalty: 5507.603516
	Iteration 19Q: 3 clusters Score -6659611 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -6659950.500000 Penalty: 5507.603516
	Iteration 20F: 3 clusters Score -6659950 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -6660289.000000 Penalty: 5507.603516
	Iteration 21Q: 3 clusters Score -6660289 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -6660578.000000 Penalty: 5507.603516
	Iteration 22Q: 3 clusters Score -6660578 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -6660862.000000 Penalty: 5507.603516
	Iteration 23Q: 3 clusters Score -6660862 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -6661041.000000 Penalty: 5507.603516
	Iteration 24Q: 3 clusters Score -6661041 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -6661183.500000 Penalty: 5507.603516
	Iteration 25Q: 3 clusters Score -6661184 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -6661302.000000 Penalty: 5507.603516
	Iteration 26Q: 3 clusters Score -6661302 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -6661387.000000 Penalty: 5507.603516
	Iteration 27Q: 3 clusters Score -6661387 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -6661462.500000 Penalty: 5507.603516
	Iteration 28Q: 3 clusters Score -6661462 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -6661529.000000 Penalty: 5507.603516
	Iteration 29Q: 3 clusters Score -6661529 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -6661583.000000 Penalty: 5507.603516
	Iteration 30Q: 3 clusters Score -6661583 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -6661598.500000 Penalty: 5507.603516
	Iteration 31Q: 3 clusters Score -6661598 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -6661655.000000 Penalty: 5507.603516
	Iteration 32Q: 3 clusters Score -6661655 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -6661688.500000 Penalty: 5507.603516
	Iteration 33Q: 3 clusters Score -6661688 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -6661729.500000 Penalty: 5507.603516
	Iteration 34Q: 3 clusters Score -6661730 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -6661752.500000 Penalty: 5507.603516
	Iteration 35Q: 3 clusters Score -6661752 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -6661780.000000 Penalty: 5507.603516
	Iteration 36Q: 3 clusters Score -6661780 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -6661798.000000 Penalty: 5507.603516
	Iteration 37Q: 3 clusters Score -6661798 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -6661821.000000 Penalty: 5507.603516
	Iteration 38Q: 3 clusters Score -6661821 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61097 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -6661828.500000 Penalty: 5507.603516
	Iteration 39Q: 3 clusters Score -6661828 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -6661846.500000 Penalty: 5507.603516
	Iteration 40F: 3 clusters Score -6661846 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -6661865.500000 Penalty: 5507.603516
	Iteration 41Q: 3 clusters Score -6661866 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -6661889.500000 Penalty: 5507.603516
	Iteration 42Q: 3 clusters Score -6661890 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -6661915.000000 Penalty: 5507.603516
	Iteration 43Q: 3 clusters Score -6661915 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -6661902.500000 Penalty: 5507.603516
	Iteration 44Q: 3 clusters Score -6661902 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61716 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -6661948.500000 Penalty: 5507.603516
	Iteration 45Q: 3 clusters Score -6661948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -6661966.000000 Penalty: 5507.603516
	Iteration 46Q: 3 clusters Score -6661966 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -6661993.000000 Penalty: 5507.603516
	Iteration 47Q: 3 clusters Score -6661993 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -6661995.000000 Penalty: 5507.603516
	Iteration 48Q: 3 clusters Score -6661995 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -6661985.000000 Penalty: 5507.603516
	Iteration 49Q: 3 clusters Score -6661985 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -6662010.500000 Penalty: 5507.603516
	Iteration 50Q: 3 clusters Score -6662010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -6662020.000000 Penalty: 5507.603516
	Iteration 51Q: 3 clusters Score -6662020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -6662006.500000 Penalty: 5507.603516
	Iteration 52Q: 3 clusters Score -6662006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -6662038.500000 Penalty: 5507.603516
	Iteration 53Q: 3 clusters Score -6662038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -6662046.500000 Penalty: 5507.603516
	Iteration 54Q: 3 clusters Score -6662046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -6662059.500000 Penalty: 5507.603516
	Iteration 55Q: 3 clusters Score -6662060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -6662068.000000 Penalty: 5507.603516
	Iteration 56Q: 3 clusters Score -6662068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -6662078.500000 Penalty: 5507.603516
	Iteration 57Q: 3 clusters Score -6662078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -6662070.000000 Penalty: 5507.603516
	Iteration 58Q: 3 clusters Score -6662070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -6662068.500000 Penalty: 5507.603516
	Iteration 59Q: 3 clusters Score -6662068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62444 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -6662070.000000 Penalty: 5507.603516
	Iteration 60F: 3 clusters Score -6662070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -6662069.500000 Penalty: 5507.603516
	Iteration 61Q: 3 clusters Score -6662070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -6662064.500000 Penalty: 5507.603516
	Iteration 62Q: 3 clusters Score -6662064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -6662081.000000 Penalty: 5507.603516
	Iteration 63Q: 3 clusters Score -6662081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -6662086.000000 Penalty: 5507.603516
	Iteration 64Q: 3 clusters Score -6662086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -6662077.500000 Penalty: 5507.603516
	Iteration 65Q: 3 clusters Score -6662078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -6662086.000000 Penalty: 5507.603516
	Iteration 66Q: 3 clusters Score -6662086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -6662083.000000 Penalty: 5507.603516
	Iteration 67Q: 3 clusters Score -6662083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -6662080.500000 Penalty: 5507.603516
	Iteration 68Q: 3 clusters Score -6662080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -6662091.000000 Penalty: 5507.603516
	Iteration 69Q: 3 clusters Score -6662091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62531 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -6662093.000000 Penalty: 5507.603516
	Iteration 70Q: 3 clusters Score -6662093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -6662092.500000 Penalty: 5507.603516
	Iteration 71Q: 3 clusters Score -6662092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -6662089.000000 Penalty: 5507.603516
	Iteration 72Q: 3 clusters Score -6662089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -6662090.000000 Penalty: 5507.603516
	Iteration 73Q: 3 clusters Score -6662090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62542 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -6662097.500000 Penalty: 5507.603516
	Iteration 74Q: 3 clusters Score -6662098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -6662098.500000 Penalty: 5507.603516
	Iteration 75Q: 3 clusters Score -6662098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -6662098.000000 Penalty: 5507.603516
	Iteration 76Q: 3 clusters Score -6662098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -6662097.000000 Penalty: 5507.603516
	Iteration 77Q: 3 clusters Score -6662097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -6662097.000000 Penalty: 5507.603516
	Iteration 78F: 3 clusters Score -6662097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Entering Unmasked Estep 
Score: -4382759.000000 Penalty: 2647.166504
	Iteration 0F: 2 clusters Score -4382759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -4353644.000000 Penalty: 5294.333008
	Iteration 0F: 3 clusters Score -4353644 nChanged 19787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -4364502.500000 Penalty: 5294.333008
	Iteration 1F: 3 clusters Score -4364502 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -4365113.000000 Penalty: 5294.333008
	Iteration 2Q: 3 clusters Score -4365113 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -4365701.000000 Penalty: 5294.333008
	Iteration 3Q: 3 clusters Score -4365701 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4366357.500000 Penalty: 5294.333008
	Iteration 4Q: 3 clusters Score -4366358 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -4367165.500000 Penalty: 5294.333008
	Iteration 5Q: 3 clusters Score -4367166 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -4368324.000000 Penalty: 5294.333008
	Iteration 6F: 3 clusters Score -4368324 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4369857.500000 Penalty: 5294.333008
	Iteration 7F: 3 clusters Score -4369858 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -4371725.000000 Penalty: 5294.333008
	Iteration 8F: 3 clusters Score -4371725 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -4373757.500000 Penalty: 5294.333008
	Iteration 9F: 3 clusters Score -4373758 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -4375531.000000 Penalty: 5294.333008
	Iteration 10F: 3 clusters Score -4375531 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -4376596.500000 Penalty: 5294.333008
	Iteration 11Q: 3 clusters Score -4376596 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -4377150.000000 Penalty: 5294.333008
	Iteration 12Q: 3 clusters Score -4377150 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -4377479.500000 Penalty: 5294.333008
	Iteration 13Q: 3 clusters Score -4377480 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -4377738.000000 Penalty: 5294.333008
	Iteration 14Q: 3 clusters Score -4377738 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -4377964.000000 Penalty: 5294.333008
	Iteration 15Q: 3 clusters Score -4377964 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -4378193.500000 Penalty: 5294.333008
	Iteration 16Q: 3 clusters Score -4378194 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -4378424.500000 Penalty: 5294.333008
	Iteration 17Q: 3 clusters Score -4378424 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -4378664.500000 Penalty: 5294.333008
	Iteration 18Q: 3 clusters Score -4378664 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -4378870.500000 Penalty: 5294.333008
	Iteration 19Q: 3 clusters Score -4378870 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -4379027.000000 Penalty: 5294.333008
	Iteration 20F: 3 clusters Score -4379027 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -4379145.000000 Penalty: 5294.333008
	Iteration 21Q: 3 clusters Score -4379145 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -4379264.500000 Penalty: 5294.333008
	Iteration 22Q: 3 clusters Score -4379264 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -4379365.500000 Penalty: 5294.333008
	Iteration 23Q: 3 clusters Score -4379366 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -4379450.500000 Penalty: 5294.333008
	Iteration 24Q: 3 clusters Score -4379450 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -4379547.500000 Penalty: 5294.333008
	Iteration 25Q: 3 clusters Score -4379548 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -4379621.000000 Penalty: 5294.333008
	Iteration 26Q: 3 clusters Score -4379621 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -4379696.500000 Penalty: 5294.333008
	Iteration 27Q: 3 clusters Score -4379696 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -4379751.000000 Penalty: 5294.333008
	Iteration 28Q: 3 clusters Score -4379751 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -4379793.000000 Penalty: 5294.333008
	Iteration 29Q: 3 clusters Score -4379793 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -4379834.000000 Penalty: 5294.333008
	Iteration 30Q: 3 clusters Score -4379834 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -4379875.500000 Penalty: 5294.333008
	Iteration 31Q: 3 clusters Score -4379876 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -4379929.000000 Penalty: 5294.333008
	Iteration 32Q: 3 clusters Score -4379929 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -4379980.500000 Penalty: 5294.333008
	Iteration 33Q: 3 clusters Score -4379980 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -4380013.500000 Penalty: 5294.333008
	Iteration 34Q: 3 clusters Score -4380014 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -4380042.000000 Penalty: 5294.333008
	Iteration 35Q: 3 clusters Score -4380042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -4380076.500000 Penalty: 5294.333008
	Iteration 36Q: 3 clusters Score -4380076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -4380113.500000 Penalty: 5294.333008
	Iteration 37Q: 3 clusters Score -4380114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -4380123.000000 Penalty: 5294.333008
	Iteration 38Q: 3 clusters Score -4380123 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -4380152.500000 Penalty: 5294.333008
	Iteration 39Q: 3 clusters Score -4380152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -4380177.500000 Penalty: 5294.333008
	Iteration 40F: 3 clusters Score -4380178 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -4380212.000000 Penalty: 5294.333008
	Iteration 41Q: 3 clusters Score -4380212 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -4380241.000000 Penalty: 5294.333008
	Iteration 42Q: 3 clusters Score -4380241 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -4380264.500000 Penalty: 5294.333008
	Iteration 43Q: 3 clusters Score -4380264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -4380285.000000 Penalty: 5294.333008
	Iteration 44Q: 3 clusters Score -4380285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -4380312.000000 Penalty: 5294.333008
	Iteration 45Q: 3 clusters Score -4380312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -4380327.500000 Penalty: 5294.333008
	Iteration 46Q: 3 clusters Score -4380328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -4380345.000000 Penalty: 5294.333008
	Iteration 47Q: 3 clusters Score -4380345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -4380357.000000 Penalty: 5294.333008
	Iteration 48Q: 3 clusters Score -4380357 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -4380386.000000 Penalty: 5294.333008
	Iteration 49Q: 3 clusters Score -4380386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -4380399.500000 Penalty: 5294.333008
	Iteration 50Q: 3 clusters Score -4380400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -4380414.000000 Penalty: 5294.333008
	Iteration 51Q: 3 clusters Score -4380414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -4380424.000000 Penalty: 5294.333008
	Iteration 52Q: 3 clusters Score -4380424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -4380431.500000 Penalty: 5294.333008
	Iteration 53Q: 3 clusters Score -4380432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -4380434.500000 Penalty: 5294.333008
	Iteration 54Q: 3 clusters Score -4380434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -4380441.500000 Penalty: 5294.333008
	Iteration 55Q: 3 clusters Score -4380442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -4380440.000000 Penalty: 5294.333008
	Iteration 56Q: 3 clusters Score -4380440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -4380442.500000 Penalty: 5294.333008
	Iteration 57Q: 3 clusters Score -4380442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -4380447.500000 Penalty: 5294.333008
	Iteration 58Q: 3 clusters Score -4380448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -4380453.500000 Penalty: 5294.333008
	Iteration 59Q: 3 clusters Score -4380454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -4380458.500000 Penalty: 5294.333008
	Iteration 60F: 3 clusters Score -4380458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -4380464.500000 Penalty: 5294.333008
	Iteration 61Q: 3 clusters Score -4380464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -4380469.500000 Penalty: 5294.333008
	Iteration 62Q: 3 clusters Score -4380470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -4380471.500000 Penalty: 5294.333008
	Iteration 63Q: 3 clusters Score -4380472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -4380480.500000 Penalty: 5294.333008
	Iteration 64Q: 3 clusters Score -4380480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -4380478.500000 Penalty: 5294.333008
	Iteration 65Q: 3 clusters Score -4380478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -4380485.000000 Penalty: 5294.333008
	Iteration 66Q: 3 clusters Score -4380485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -4380485.500000 Penalty: 5294.333008
	Iteration 67Q: 3 clusters Score -4380486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -4380490.500000 Penalty: 5294.333008
	Iteration 68Q: 3 clusters Score -4380490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -4380496.500000 Penalty: 5294.333008
	Iteration 69Q: 3 clusters Score -4380496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -4380495.000000 Penalty: 5294.333008
	Iteration 70Q: 3 clusters Score -4380495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -4380497.000000 Penalty: 5294.333008
	Iteration 71Q: 3 clusters Score -4380497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -4380502.000000 Penalty: 5294.333008
	Iteration 72Q: 3 clusters Score -4380502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -4380503.500000 Penalty: 5294.333008
	Iteration 73Q: 3 clusters Score -4380504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -4380503.000000 Penalty: 5294.333008
	Iteration 74Q: 3 clusters Score -4380503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -4380505.500000 Penalty: 5294.333008
	Iteration 75Q: 3 clusters Score -4380506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -4380503.500000 Penalty: 5294.333008
	Iteration 76Q: 3 clusters Score -4380504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -4380505.000000 Penalty: 5294.333008
	Iteration 77Q: 3 clusters Score -4380505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -4380506.000000 Penalty: 5294.333008
	Iteration 78Q: 3 clusters Score -4380506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -4380508.000000 Penalty: 5294.333008
	Iteration 79Q: 3 clusters Score -4380508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -4380507.000000 Penalty: 5294.333008
	Iteration 80F: 3 clusters Score -4380507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -4380505.500000 Penalty: 5294.333008
	Iteration 81Q: 3 clusters Score -4380506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -4380510.000000 Penalty: 5294.333008
	Iteration 82Q: 3 clusters Score -4380510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -4380504.000000 Penalty: 5294.333008
	Iteration 83Q: 3 clusters Score -4380504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -4380503.500000 Penalty: 5294.333008
	Iteration 84Q: 3 clusters Score -4380504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -4380509.500000 Penalty: 5294.333008
	Iteration 85Q: 3 clusters Score -4380510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -4380513.500000 Penalty: 5294.333008
	Iteration 86Q: 3 clusters Score -4380514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -4380511.000000 Penalty: 5294.333008
	Iteration 87Q: 3 clusters Score -4380511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -4380511.000000 Penalty: 5294.333008
	Iteration 88F: 3 clusters Score -4380511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (205579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205579 members 
Entering Unmasked Estep 
Score: -20729934.000000 Penalty: 3033.929199
	Iteration 0F: 2 clusters Score -2.072993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102556 members 
Mstep: Class 2 contains 103023 members 
Entering Unmasked Estep 
Score: -20592498.000000 Penalty: 6067.858398
	Iteration 0F: 3 clusters Score -2.05925e+07 nChanged 98820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99728 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -20649960.000000 Penalty: 6067.858398
	Iteration 1F: 3 clusters Score -2.064996e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97831 members 
Mstep: Class 2 contains 107748 members 
Entering Unmasked Estep 
Score: -20650964.000000 Penalty: 6067.858398
	Iteration 2Q: 3 clusters Score -2.065096e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 110723 members 
Entering Unmasked Estep 
Score: -20652280.000000 Penalty: 6067.858398
	Iteration 3Q: 3 clusters Score -2.065228e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90209 members 
Mstep: Class 2 contains 115370 members 
Entering Unmasked Estep 
Score: -20654444.000000 Penalty: 6067.858398
	Iteration 4Q: 3 clusters Score -2.065444e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Mstep: Class 2 contains 122408 members 
Entering Unmasked Estep 
Score: -20657440.000000 Penalty: 6067.858398
	Iteration 5Q: 3 clusters Score -2.065744e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 132616 members 
Entering Unmasked Estep 
Score: -20663494.000000 Penalty: 6067.858398
	Iteration 6F: 3 clusters Score -2.066349e+07 nChanged 14317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 146649 members 
Entering Unmasked Estep 
Score: -20673860.000000 Penalty: 6067.858398
	Iteration 7F: 3 clusters Score -2.067386e+07 nChanged 17126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 163681 members 
Entering Unmasked Estep 
Score: -20688920.000000 Penalty: 6067.858398
	Iteration 8F: 3 clusters Score -2.068892e+07 nChanged 16262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 179905 members 
Entering Unmasked Estep 
Score: -20704938.000000 Penalty: 6067.858398
	Iteration 9F: 3 clusters Score -2.070494e+07 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 191579 members 
Entering Unmasked Estep 
Score: -20716290.000000 Penalty: 6067.858398
	Iteration 10F: 3 clusters Score -2.071629e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 198165 members 
Entering Unmasked Estep 
Score: -20722192.000000 Penalty: 6067.858398
	Iteration 11Q: 3 clusters Score -2.072219e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 201383 members 
Entering Unmasked Estep 
Score: -20725048.000000 Penalty: 6067.858398
	Iteration 12Q: 3 clusters Score -2.072505e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 202898 members 
Entering Unmasked Estep 
Score: -20726292.000000 Penalty: 6067.858398
	Iteration 13Q: 3 clusters Score -2.072629e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 203654 members 
Entering Unmasked Estep 
Score: -20726918.000000 Penalty: 6067.858398
	Iteration 14Q: 3 clusters Score -2.072692e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 204043 members 
Entering Unmasked Estep 
Score: -20727208.000000 Penalty: 6067.858398
	Iteration 15Q: 3 clusters Score -2.072721e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 204280 members 
Entering Unmasked Estep 
Score: -20727384.000000 Penalty: 6067.858398
	Iteration 16Q: 3 clusters Score -2.072738e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 204412 members 
Entering Unmasked Estep 
Score: -20727520.000000 Penalty: 6067.858398
	Iteration 17Q: 3 clusters Score -2.072752e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 204505 members 
Entering Unmasked Estep 
Score: -20727620.000000 Penalty: 6067.858398
	Iteration 18Q: 3 clusters Score -2.072762e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 204564 members 
Entering Unmasked Estep 
Score: -20727692.000000 Penalty: 6067.858398
	Iteration 19Q: 3 clusters Score -2.072769e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 204612 members 
Entering Unmasked Estep 
Score: -20727772.000000 Penalty: 6067.858398
	Iteration 20F: 3 clusters Score -2.072777e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 204642 members 
Entering Unmasked Estep 
Score: -20727808.000000 Penalty: 6067.858398
	Iteration 21Q: 3 clusters Score -2.072781e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 204660 members 
Entering Unmasked Estep 
Score: -20727832.000000 Penalty: 6067.858398
	Iteration 22Q: 3 clusters Score -2.072783e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 204676 members 
Entering Unmasked Estep 
Score: -20727842.000000 Penalty: 6067.858398
	Iteration 23Q: 3 clusters Score -2.072784e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 204684 members 
Entering Unmasked Estep 
Score: -20727870.000000 Penalty: 6067.858398
	Iteration 24Q: 3 clusters Score -2.072787e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 204696 members 
Entering Unmasked Estep 
Score: -20727896.000000 Penalty: 6067.858398
	Iteration 25Q: 3 clusters Score -2.07279e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 204703 members 
Entering Unmasked Estep 
Score: -20727896.000000 Penalty: 6067.858398
	Iteration 26Q: 3 clusters Score -2.07279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 204706 members 
Entering Unmasked Estep 
Score: -20727900.000000 Penalty: 6067.858398
	Iteration 27Q: 3 clusters Score -2.07279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 204712 members 
Entering Unmasked Estep 
Score: -20727916.000000 Penalty: 6067.858398
	Iteration 28Q: 3 clusters Score -2.072792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 204713 members 
Entering Unmasked Estep 
Score: -20727912.000000 Penalty: 6067.858398
	Iteration 29Q: 3 clusters Score -2.072791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 204717 members 
Entering Unmasked Estep 
Score: -20727922.000000 Penalty: 6067.858398
	Iteration 30Q: 3 clusters Score -2.072792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 204722 members 
Entering Unmasked Estep 
Score: -20727914.000000 Penalty: 6067.858398
	Iteration 31Q: 3 clusters Score -2.072791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 204721 members 
Entering Unmasked Estep 
Score: -20727928.000000 Penalty: 6067.858398
	Iteration 32Q: 3 clusters Score -2.072793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 204727 members 
Entering Unmasked Estep 
Score: -20727934.000000 Penalty: 6067.858398
	Iteration 33Q: 3 clusters Score -2.072793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 204736 members 
Entering Unmasked Estep 
Score: -20727938.000000 Penalty: 6067.858398
	Iteration 34Q: 3 clusters Score -2.072794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 204737 members 
Entering Unmasked Estep 
Score: -20727942.000000 Penalty: 6067.858398
	Iteration 35Q: 3 clusters Score -2.072794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 204742 members 
Entering Unmasked Estep 
Score: -20727948.000000 Penalty: 6067.858398
	Iteration 36Q: 3 clusters Score -2.072795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 204740 members 
Entering Unmasked Estep 
Score: -20727962.000000 Penalty: 6067.858398
	Iteration 37Q: 3 clusters Score -2.072796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 204744 members 
Entering Unmasked Estep 
Score: -20727970.000000 Penalty: 6067.858398
	Iteration 38Q: 3 clusters Score -2.072797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 204740 members 
Entering Unmasked Estep 
Score: -20727984.000000 Penalty: 6067.858398
	Iteration 39Q: 3 clusters Score -2.072798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 204738 members 
Entering Unmasked Estep 
Score: -20727976.000000 Penalty: 6067.858398
	Iteration 40F: 3 clusters Score -2.072798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 204739 members 
Entering Unmasked Estep 
Score: -20727966.000000 Penalty: 6067.858398
	Iteration 41Q: 3 clusters Score -2.072797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 204744 members 
Entering Unmasked Estep 
Score: -20727954.000000 Penalty: 6067.858398
	Iteration 42Q: 3 clusters Score -2.072795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 204743 members 
Entering Unmasked Estep 
Score: -20727952.000000 Penalty: 6067.858398
	Iteration 43Q: 3 clusters Score -2.072795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 204741 members 
Entering Unmasked Estep 
Score: -20727964.000000 Penalty: 6067.858398
	Iteration 44Q: 3 clusters Score -2.072796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 204741 members 
Entering Unmasked Estep 
Score: -20727966.000000 Penalty: 6067.858398
	Iteration 45Q: 3 clusters Score -2.072797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 204743 members 
Entering Unmasked Estep 
Score: -20727948.000000 Penalty: 6067.858398
	Iteration 46Q: 3 clusters Score -2.072795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 204744 members 
Entering Unmasked Estep 
Score: -20727960.000000 Penalty: 6067.858398
	Iteration 47Q: 3 clusters Score -2.072796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 204744 members 
Entering Unmasked Estep 
Score: -20727960.000000 Penalty: 6067.858398
	Iteration 48F: 3 clusters Score -2.072796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Entering Unmasked Estep 
Score: -1966649.875000 Penalty: 2453.672607
	Iteration 0F: 2 clusters Score -1966650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1952871.125000 Penalty: 4907.345215
	Iteration 0F: 3 clusters Score -1952871 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1957413.500000 Penalty: 4907.345215
	Iteration 1F: 3 clusters Score -1957414 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1957902.250000 Penalty: 4907.345215
	Iteration 2F: 3 clusters Score -1957902 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1958323.375000 Penalty: 4907.345215
	Iteration 3Q: 3 clusters Score -1958323 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1958673.875000 Penalty: 4907.345215
	Iteration 4Q: 3 clusters Score -1958674 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1959006.750000 Penalty: 4907.345215
	Iteration 5Q: 3 clusters Score -1959007 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1959283.375000 Penalty: 4907.345215
	Iteration 6Q: 3 clusters Score -1959283 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1959580.500000 Penalty: 4907.345215
	Iteration 7Q: 3 clusters Score -1959580 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1959885.250000 Penalty: 4907.345215
	Iteration 8Q: 3 clusters Score -1959885 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1960185.750000 Penalty: 4907.345215
	Iteration 9Q: 3 clusters Score -1960186 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1960434.000000 Penalty: 4907.345215
	Iteration 10Q: 3 clusters Score -1960434 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1960672.625000 Penalty: 4907.345215
	Iteration 11Q: 3 clusters Score -1960673 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1960902.500000 Penalty: 4907.345215
	Iteration 12Q: 3 clusters Score -1960902 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1961109.500000 Penalty: 4907.345215
	Iteration 13Q: 3 clusters Score -1961110 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1961338.750000 Penalty: 4907.345215
	Iteration 14Q: 3 clusters Score -1961339 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1961588.250000 Penalty: 4907.345215
	Iteration 15Q: 3 clusters Score -1961588 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1961853.000000 Penalty: 4907.345215
	Iteration 16Q: 3 clusters Score -1961853 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1962144.125000 Penalty: 4907.345215
	Iteration 17Q: 3 clusters Score -1962144 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1962419.375000 Penalty: 4907.345215
	Iteration 18Q: 3 clusters Score -1962419 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1962680.875000 Penalty: 4907.345215
	Iteration 19Q: 3 clusters Score -1962681 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1962903.875000 Penalty: 4907.345215
	Iteration 20F: 3 clusters Score -1962904 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1963074.625000 Penalty: 4907.345215
	Iteration 21Q: 3 clusters Score -1963075 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1963174.375000 Penalty: 4907.345215
	Iteration 22Q: 3 clusters Score -1963174 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1963243.875000 Penalty: 4907.345215
	Iteration 23Q: 3 clusters Score -1963244 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1963302.125000 Penalty: 4907.345215
	Iteration 24Q: 3 clusters Score -1963302 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1963345.500000 Penalty: 4907.345215
	Iteration 25Q: 3 clusters Score -1963346 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1963380.375000 Penalty: 4907.345215
	Iteration 26Q: 3 clusters Score -1963380 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1963410.375000 Penalty: 4907.345215
	Iteration 27Q: 3 clusters Score -1963410 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1963431.500000 Penalty: 4907.345215
	Iteration 28Q: 3 clusters Score -1963432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1963454.000000 Penalty: 4907.345215
	Iteration 29Q: 3 clusters Score -1963454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1963462.375000 Penalty: 4907.345215
	Iteration 30Q: 3 clusters Score -1963462 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1963474.875000 Penalty: 4907.345215
	Iteration 31Q: 3 clusters Score -1963475 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1963477.750000 Penalty: 4907.345215
	Iteration 32Q: 3 clusters Score -1963478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1963485.250000 Penalty: 4907.345215
	Iteration 33Q: 3 clusters Score -1963485 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1963491.250000 Penalty: 4907.345215
	Iteration 34Q: 3 clusters Score -1963491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1963496.125000 Penalty: 4907.345215
	Iteration 35Q: 3 clusters Score -1963496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1963500.750000 Penalty: 4907.345215
	Iteration 36Q: 3 clusters Score -1963501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1963505.625000 Penalty: 4907.345215
	Iteration 37Q: 3 clusters Score -1963506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1963507.625000 Penalty: 4907.345215
	Iteration 38Q: 3 clusters Score -1963508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1963508.250000 Penalty: 4907.345215
	Iteration 39Q: 3 clusters Score -1963508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1963512.125000 Penalty: 4907.345215
	Iteration 40F: 3 clusters Score -1963512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1963509.875000 Penalty: 4907.345215
	Iteration 41Q: 3 clusters Score -1963510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1963511.375000 Penalty: 4907.345215
	Iteration 42Q: 3 clusters Score -1963511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1963509.750000 Penalty: 4907.345215
	Iteration 43Q: 3 clusters Score -1963510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1963512.875000 Penalty: 4907.345215
	Iteration 44Q: 3 clusters Score -1963513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1963512.000000 Penalty: 4907.345215
	Iteration 45Q: 3 clusters Score -1963512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1963515.625000 Penalty: 4907.345215
	Iteration 46Q: 3 clusters Score -1963516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1963513.125000 Penalty: 4907.345215
	Iteration 47Q: 3 clusters Score -1963513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1963517.750000 Penalty: 4907.345215
	Iteration 48Q: 3 clusters Score -1963518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1963515.375000 Penalty: 4907.345215
	Iteration 49Q: 3 clusters Score -1963515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1963517.875000 Penalty: 4907.345215
	Iteration 50Q: 3 clusters Score -1963518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1963518.125000 Penalty: 4907.345215
	Iteration 51Q: 3 clusters Score -1963518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1963519.500000 Penalty: 4907.345215
	Iteration 52Q: 3 clusters Score -1963520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1963516.500000 Penalty: 4907.345215
	Iteration 53Q: 3 clusters Score -1963516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1963519.625000 Penalty: 4907.345215
	Iteration 54Q: 3 clusters Score -1963520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1963521.375000 Penalty: 4907.345215
	Iteration 55Q: 3 clusters Score -1963521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1963522.625000 Penalty: 4907.345215
	Iteration 56Q: 3 clusters Score -1963523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1963522.875000 Penalty: 4907.345215
	Iteration 57Q: 3 clusters Score -1963523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1963521.625000 Penalty: 4907.345215
	Iteration 58Q: 3 clusters Score -1963522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1963521.500000 Penalty: 4907.345215
	Iteration 59Q: 3 clusters Score -1963522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1963521.750000 Penalty: 4907.345215
	Iteration 60F: 3 clusters Score -1963522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1963525.125000 Penalty: 4907.345215
	Iteration 61Q: 3 clusters Score -1963525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1963523.875000 Penalty: 4907.345215
	Iteration 62Q: 3 clusters Score -1963524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1963524.500000 Penalty: 4907.345215
	Iteration 63Q: 3 clusters Score -1963524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1963525.875000 Penalty: 4907.345215
	Iteration 64Q: 3 clusters Score -1963526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1963526.250000 Penalty: 4907.345215
	Iteration 65Q: 3 clusters Score -1963526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1963525.625000 Penalty: 4907.345215
	Iteration 66Q: 3 clusters Score -1963526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1963524.625000 Penalty: 4907.345215
	Iteration 67Q: 3 clusters Score -1963525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1963529.125000 Penalty: 4907.345215
	Iteration 68Q: 3 clusters Score -1963529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1963526.000000 Penalty: 4907.345215
	Iteration 69Q: 3 clusters Score -1963526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1963524.000000 Penalty: 4907.345215
	Iteration 70Q: 3 clusters Score -1963524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1963524.500000 Penalty: 4907.345215
	Iteration 71Q: 3 clusters Score -1963524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1963530.375000 Penalty: 4907.345215
	Iteration 72Q: 3 clusters Score -1963530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1963527.000000 Penalty: 4907.345215
	Iteration 73Q: 3 clusters Score -1963527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1963526.250000 Penalty: 4907.345215
	Iteration 74Q: 3 clusters Score -1963526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1963526.250000 Penalty: 4907.345215
	Iteration 75F: 3 clusters Score -1963526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Entering Unmasked Estep 
Score: -1064398.625000 Penalty: 2305.673096
	Iteration 0F: 2 clusters Score -1064399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1056126.500000 Penalty: 4611.346191
	Iteration 0F: 3 clusters Score -1056126 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1058567.750000 Penalty: 4611.346191
	Iteration 1F: 3 clusters Score -1058568 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1058892.125000 Penalty: 4611.346191
	Iteration 2F: 3 clusters Score -1058892 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1059128.750000 Penalty: 4611.346191
	Iteration 3F: 3 clusters Score -1059129 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1059307.750000 Penalty: 4611.346191
	Iteration 4Q: 3 clusters Score -1059308 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1059473.250000 Penalty: 4611.346191
	Iteration 5Q: 3 clusters Score -1059473 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1059630.750000 Penalty: 4611.346191
	Iteration 6Q: 3 clusters Score -1059631 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1059785.500000 Penalty: 4611.346191
	Iteration 7Q: 3 clusters Score -1059786 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1059919.500000 Penalty: 4611.346191
	Iteration 8Q: 3 clusters Score -1059920 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1060056.750000 Penalty: 4611.346191
	Iteration 9Q: 3 clusters Score -1060057 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1060200.875000 Penalty: 4611.346191
	Iteration 10Q: 3 clusters Score -1060201 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1060359.375000 Penalty: 4611.346191
	Iteration 11Q: 3 clusters Score -1060359 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1060523.625000 Penalty: 4611.346191
	Iteration 12Q: 3 clusters Score -1060524 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1060708.750000 Penalty: 4611.346191
	Iteration 13Q: 3 clusters Score -1060709 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1060884.750000 Penalty: 4611.346191
	Iteration 14Q: 3 clusters Score -1060885 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1061043.750000 Penalty: 4611.346191
	Iteration 15Q: 3 clusters Score -1061044 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1061217.625000 Penalty: 4611.346191
	Iteration 16Q: 3 clusters Score -1061218 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1061363.500000 Penalty: 4611.346191
	Iteration 17Q: 3 clusters Score -1061364 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1061482.125000 Penalty: 4611.346191
	Iteration 18Q: 3 clusters Score -1061482 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1061572.500000 Penalty: 4611.346191
	Iteration 19Q: 3 clusters Score -1061572 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1061642.250000 Penalty: 4611.346191
	Iteration 20F: 3 clusters Score -1061642 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1061685.375000 Penalty: 4611.346191
	Iteration 21Q: 3 clusters Score -1061685 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1061715.750000 Penalty: 4611.346191
	Iteration 22Q: 3 clusters Score -1061716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1061736.500000 Penalty: 4611.346191
	Iteration 23Q: 3 clusters Score -1061736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1061754.375000 Penalty: 4611.346191
	Iteration 24Q: 3 clusters Score -1061754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1061761.625000 Penalty: 4611.346191
	Iteration 25Q: 3 clusters Score -1061762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1061775.750000 Penalty: 4611.346191
	Iteration 26Q: 3 clusters Score -1061776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1061784.750000 Penalty: 4611.346191
	Iteration 27Q: 3 clusters Score -1061785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1061788.625000 Penalty: 4611.346191
	Iteration 28Q: 3 clusters Score -1061789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1061796.250000 Penalty: 4611.346191
	Iteration 29Q: 3 clusters Score -1061796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1061800.125000 Penalty: 4611.346191
	Iteration 30Q: 3 clusters Score -1061800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1061803.500000 Penalty: 4611.346191
	Iteration 31Q: 3 clusters Score -1061804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1061808.500000 Penalty: 4611.346191
	Iteration 32Q: 3 clusters Score -1061808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1061810.625000 Penalty: 4611.346191
	Iteration 33Q: 3 clusters Score -1061811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1061815.875000 Penalty: 4611.346191
	Iteration 34Q: 3 clusters Score -1061816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1061817.625000 Penalty: 4611.346191
	Iteration 35Q: 3 clusters Score -1061818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1061816.500000 Penalty: 4611.346191
	Iteration 36Q: 3 clusters Score -1061816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1061820.375000 Penalty: 4611.346191
	Iteration 37Q: 3 clusters Score -1061820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1061822.875000 Penalty: 4611.346191
	Iteration 38Q: 3 clusters Score -1061823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1061822.750000 Penalty: 4611.346191
	Iteration 39Q: 3 clusters Score -1061823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1061823.000000 Penalty: 4611.346191
	Iteration 40F: 3 clusters Score -1061823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1061825.250000 Penalty: 4611.346191
	Iteration 41Q: 3 clusters Score -1061825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1061824.250000 Penalty: 4611.346191
	Iteration 42Q: 3 clusters Score -1061824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1061823.875000 Penalty: 4611.346191
	Iteration 43Q: 3 clusters Score -1061824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1061821.375000 Penalty: 4611.346191
	Iteration 44Q: 3 clusters Score -1061821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1061822.250000 Penalty: 4611.346191
	Iteration 45Q: 3 clusters Score -1061822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1061822.500000 Penalty: 4611.346191
	Iteration 46Q: 3 clusters Score -1061822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1061822.500000 Penalty: 4611.346191
	Iteration 47F: 3 clusters Score -1061822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Entering Unmasked Estep 
Score: -536517.312500 Penalty: 2136.890869
	Iteration 0F: 2 clusters Score -536517.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -531677.625000 Penalty: 4273.781738
	Iteration 0F: 3 clusters Score -531677.6 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -533035.687500 Penalty: 4273.781738
	Iteration 1F: 3 clusters Score -533035.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -533490.625000 Penalty: 4273.781738
	Iteration 2F: 3 clusters Score -533490.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -533896.312500 Penalty: 4273.781738
	Iteration 3F: 3 clusters Score -533896.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -534253.312500 Penalty: 4273.781738
	Iteration 4F: 3 clusters Score -534253.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -534535.375000 Penalty: 4273.781738
	Iteration 5F: 3 clusters Score -534535.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -534743.125000 Penalty: 4273.781738
	Iteration 6Q: 3 clusters Score -534743.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -534870.937500 Penalty: 4273.781738
	Iteration 7Q: 3 clusters Score -534870.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -534953.125000 Penalty: 4273.781738
	Iteration 8Q: 3 clusters Score -534953.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -534995.937500 Penalty: 4273.781738
	Iteration 9Q: 3 clusters Score -534995.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -535023.250000 Penalty: 4273.781738
	Iteration 10Q: 3 clusters Score -535023.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -535043.625000 Penalty: 4273.781738
	Iteration 11Q: 3 clusters Score -535043.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -535070.750000 Penalty: 4273.781738
	Iteration 12Q: 3 clusters Score -535070.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -535094.125000 Penalty: 4273.781738
	Iteration 13Q: 3 clusters Score -535094.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -535109.562500 Penalty: 4273.781738
	Iteration 14Q: 3 clusters Score -535109.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -535122.437500 Penalty: 4273.781738
	Iteration 15Q: 3 clusters Score -535122.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -535129.000000 Penalty: 4273.781738
	Iteration 16Q: 3 clusters Score -535129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -535133.937500 Penalty: 4273.781738
	Iteration 17Q: 3 clusters Score -535133.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -535139.625000 Penalty: 4273.781738
	Iteration 18Q: 3 clusters Score -535139.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -535142.812500 Penalty: 4273.781738
	Iteration 19Q: 3 clusters Score -535142.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -535146.812500 Penalty: 4273.781738
	Iteration 20F: 3 clusters Score -535146.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -535150.437500 Penalty: 4273.781738
	Iteration 21Q: 3 clusters Score -535150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -535152.750000 Penalty: 4273.781738
	Iteration 22Q: 3 clusters Score -535152.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -535156.250000 Penalty: 4273.781738
	Iteration 23Q: 3 clusters Score -535156.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -535157.250000 Penalty: 4273.781738
	Iteration 24Q: 3 clusters Score -535157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -535158.625000 Penalty: 4273.781738
	Iteration 25Q: 3 clusters Score -535158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -535159.375000 Penalty: 4273.781738
	Iteration 26Q: 3 clusters Score -535159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -535161.000000 Penalty: 4273.781738
	Iteration 27Q: 3 clusters Score -535161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -535161.875000 Penalty: 4273.781738
	Iteration 28Q: 3 clusters Score -535161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -535163.125000 Penalty: 4273.781738
	Iteration 29Q: 3 clusters Score -535163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -535163.125000 Penalty: 4273.781738
	Iteration 30Q: 3 clusters Score -535163.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -535163.125000 Penalty: 4273.781738
	Iteration 31F: 3 clusters Score -535163.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Entering Unmasked Estep 
Score: -8123475.000000 Penalty: 2800.392334
	Iteration 0F: 2 clusters Score -8123475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -8069874.500000 Penalty: 5600.784668
	Iteration 0F: 3 clusters Score -8069874 nChanged 37566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -8091297.000000 Penalty: 5600.784668
	Iteration 1F: 3 clusters Score -8091297 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -8092165.500000 Penalty: 5600.784668
	Iteration 2Q: 3 clusters Score -8092166 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -8093107.000000 Penalty: 5600.784668
	Iteration 3Q: 3 clusters Score -8093107 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -8094319.500000 Penalty: 5600.784668
	Iteration 4Q: 3 clusters Score -8094320 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -8096033.000000 Penalty: 5600.784668
	Iteration 5Q: 3 clusters Score -8096033 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -8098555.500000 Penalty: 5600.784668
	Iteration 6F: 3 clusters Score -8098556 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -8102072.000000 Penalty: 5600.784668
	Iteration 7F: 3 clusters Score -8102072 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64164 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -8106653.000000 Penalty: 5600.784668
	Iteration 8F: 3 clusters Score -8106653 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -8111462.000000 Penalty: 5600.784668
	Iteration 9F: 3 clusters Score -8111462 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -8115786.500000 Penalty: 5600.784668
	Iteration 10F: 3 clusters Score -8115786 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77434 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8118641.000000 Penalty: 5600.784668
	Iteration 11Q: 3 clusters Score -8118641 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8120016.000000 Penalty: 5600.784668
	Iteration 12Q: 3 clusters Score -8120016 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79517 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8120493.500000 Penalty: 5600.784668
	Iteration 13Q: 3 clusters Score -8120494 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79720 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8120751.000000 Penalty: 5600.784668
	Iteration 14Q: 3 clusters Score -8120751 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79796 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8120821.500000 Penalty: 5600.784668
	Iteration 15Q: 3 clusters Score -8120822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8120861.500000 Penalty: 5600.784668
	Iteration 16Q: 3 clusters Score -8120862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8120885.500000 Penalty: 5600.784668
	Iteration 17Q: 3 clusters Score -8120886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8120902.000000 Penalty: 5600.784668
	Iteration 18Q: 3 clusters Score -8120902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79873 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8120916.000000 Penalty: 5600.784668
	Iteration 19Q: 3 clusters Score -8120916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79874 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8120926.500000 Penalty: 5600.784668
	Iteration 20F: 3 clusters Score -8120926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8120930.500000 Penalty: 5600.784668
	Iteration 21Q: 3 clusters Score -8120930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79880 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8120929.500000 Penalty: 5600.784668
	Iteration 22Q: 3 clusters Score -8120930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79882 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8120933.000000 Penalty: 5600.784668
	Iteration 23Q: 3 clusters Score -8120933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8120938.500000 Penalty: 5600.784668
	Iteration 24Q: 3 clusters Score -8120938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79884 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8120938.000000 Penalty: 5600.784668
	Iteration 25Q: 3 clusters Score -8120938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8120938.500000 Penalty: 5600.784668
	Iteration 26Q: 3 clusters Score -8120938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8120938.500000 Penalty: 5600.784668
	Iteration 27F: 3 clusters Score -8120938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (230849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230849 members 
Entering Unmasked Estep 
Score: -23230598.000000 Penalty: 3062.680664
	Iteration 0F: 2 clusters Score -2.32306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115380 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -23079140.000000 Penalty: 6125.361328
	Iteration 0F: 3 clusters Score -2.307914e+07 nChanged 111300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115414 members 
Mstep: Class 2 contains 115435 members 
Entering Unmasked Estep 
Score: -23143938.000000 Penalty: 6125.361328
	Iteration 1F: 3 clusters Score -2.314394e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115272 members 
Mstep: Class 2 contains 115577 members 
Entering Unmasked Estep 
Score: -23144594.000000 Penalty: 6125.361328
	Iteration 2Q: 3 clusters Score -2.314459e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115099 members 
Mstep: Class 2 contains 115750 members 
Entering Unmasked Estep 
Score: -23145374.000000 Penalty: 6125.361328
	Iteration 3Q: 3 clusters Score -2.314537e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114827 members 
Mstep: Class 2 contains 116022 members 
Entering Unmasked Estep 
Score: -23146206.000000 Penalty: 6125.361328
	Iteration 4Q: 3 clusters Score -2.314621e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114407 members 
Mstep: Class 2 contains 116442 members 
Entering Unmasked Estep 
Score: -23147226.000000 Penalty: 6125.361328
	Iteration 5Q: 3 clusters Score -2.314723e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113841 members 
Mstep: Class 2 contains 117008 members 
Entering Unmasked Estep 
Score: -23148564.000000 Penalty: 6125.361328
	Iteration 6Q: 3 clusters Score -2.314856e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112910 members 
Mstep: Class 2 contains 117939 members 
Entering Unmasked Estep 
Score: -23150446.000000 Penalty: 6125.361328
	Iteration 7Q: 3 clusters Score -2.315045e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111566 members 
Mstep: Class 2 contains 119283 members 
Entering Unmasked Estep 
Score: -23153216.000000 Penalty: 6125.361328
	Iteration 8Q: 3 clusters Score -2.315322e+07 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109828 members 
Mstep: Class 2 contains 121021 members 
Entering Unmasked Estep 
Score: -23157150.000000 Penalty: 6125.361328
	Iteration 9Q: 3 clusters Score -2.315715e+07 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107547 members 
Mstep: Class 2 contains 123302 members 
Entering Unmasked Estep 
Score: -23163356.000000 Penalty: 6125.361328
	Iteration 10Q: 3 clusters Score -2.316336e+07 nChanged 13364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105089 members 
Mstep: Class 2 contains 125760 members 
Entering Unmasked Estep 
Score: -23172280.000000 Penalty: 6125.361328
	Iteration 11F: 3 clusters Score -2.317228e+07 nChanged 14512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102907 members 
Mstep: Class 2 contains 127942 members 
Entering Unmasked Estep 
Score: -23182736.000000 Penalty: 6125.361328
	Iteration 12F: 3 clusters Score -2.318274e+07 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101266 members 
Mstep: Class 2 contains 129583 members 
Entering Unmasked Estep 
Score: -23189712.000000 Penalty: 6125.361328
	Iteration 13F: 3 clusters Score -2.318971e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99856 members 
Mstep: Class 2 contains 130993 members 
Entering Unmasked Estep 
Score: -23192452.000000 Penalty: 6125.361328
	Iteration 14Q: 3 clusters Score -2.319245e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98327 members 
Mstep: Class 2 contains 132522 members 
Entering Unmasked Estep 
Score: -23193236.000000 Penalty: 6125.361328
	Iteration 15Q: 3 clusters Score -2.319324e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96739 members 
Mstep: Class 2 contains 134110 members 
Entering Unmasked Estep 
Score: -23193632.000000 Penalty: 6125.361328
	Iteration 16Q: 3 clusters Score -2.319363e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 135774 members 
Entering Unmasked Estep 
Score: -23194086.000000 Penalty: 6125.361328
	Iteration 17Q: 3 clusters Score -2.319409e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93294 members 
Mstep: Class 2 contains 137555 members 
Entering Unmasked Estep 
Score: -23194438.000000 Penalty: 6125.361328
	Iteration 18Q: 3 clusters Score -2.319444e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91435 members 
Mstep: Class 2 contains 139414 members 
Entering Unmasked Estep 
Score: -23194904.000000 Penalty: 6125.361328
	Iteration 19Q: 3 clusters Score -2.31949e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Mstep: Class 2 contains 141388 members 
Entering Unmasked Estep 
Score: -23195200.000000 Penalty: 6125.361328
	Iteration 20F: 3 clusters Score -2.31952e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87340 members 
Mstep: Class 2 contains 143509 members 
Entering Unmasked Estep 
Score: -23195654.000000 Penalty: 6125.361328
	Iteration 21Q: 3 clusters Score -2.319565e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85094 members 
Mstep: Class 2 contains 145755 members 
Entering Unmasked Estep 
Score: -23196048.000000 Penalty: 6125.361328
	Iteration 22Q: 3 clusters Score -2.319605e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 148160 members 
Entering Unmasked Estep 
Score: -23196466.000000 Penalty: 6125.361328
	Iteration 23Q: 3 clusters Score -2.319647e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 150780 members 
Entering Unmasked Estep 
Score: -23197100.000000 Penalty: 6125.361328
	Iteration 24Q: 3 clusters Score -2.31971e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 153578 members 
Entering Unmasked Estep 
Score: -23197694.000000 Penalty: 6125.361328
	Iteration 25Q: 3 clusters Score -2.319769e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 156503 members 
Entering Unmasked Estep 
Score: -23198362.000000 Penalty: 6125.361328
	Iteration 26Q: 3 clusters Score -2.319836e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 159677 members 
Entering Unmasked Estep 
Score: -23199238.000000 Penalty: 6125.361328
	Iteration 27Q: 3 clusters Score -2.319924e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 162963 members 
Entering Unmasked Estep 
Score: -23200038.000000 Penalty: 6125.361328
	Iteration 28Q: 3 clusters Score -2.320004e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 166375 members 
Entering Unmasked Estep 
Score: -23200878.000000 Penalty: 6125.361328
	Iteration 29Q: 3 clusters Score -2.320088e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 169871 members 
Entering Unmasked Estep 
Score: -23201886.000000 Penalty: 6125.361328
	Iteration 30Q: 3 clusters Score -2.320189e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 173428 members 
Entering Unmasked Estep 
Score: -23202888.000000 Penalty: 6125.361328
	Iteration 31Q: 3 clusters Score -2.320289e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 177111 members 
Entering Unmasked Estep 
Score: -23204004.000000 Penalty: 6125.361328
	Iteration 32Q: 3 clusters Score -2.3204e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 180843 members 
Entering Unmasked Estep 
Score: -23205194.000000 Penalty: 6125.361328
	Iteration 33Q: 3 clusters Score -2.320519e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 184523 members 
Entering Unmasked Estep 
Score: -23206232.000000 Penalty: 6125.361328
	Iteration 34Q: 3 clusters Score -2.320623e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 188239 members 
Entering Unmasked Estep 
Score: -23207522.000000 Penalty: 6125.361328
	Iteration 35Q: 3 clusters Score -2.320752e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 191889 members 
Entering Unmasked Estep 
Score: -23208612.000000 Penalty: 6125.361328
	Iteration 36Q: 3 clusters Score -2.320861e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 195573 members 
Entering Unmasked Estep 
Score: -23210134.000000 Penalty: 6125.361328
	Iteration 37Q: 3 clusters Score -2.321013e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 199070 members 
Entering Unmasked Estep 
Score: -23211622.000000 Penalty: 6125.361328
	Iteration 38Q: 3 clusters Score -2.321162e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 202504 members 
Entering Unmasked Estep 
Score: -23212808.000000 Penalty: 6125.361328
	Iteration 39Q: 3 clusters Score -2.321281e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 205806 members 
Entering Unmasked Estep 
Score: -23214350.000000 Penalty: 6125.361328
	Iteration 40F: 3 clusters Score -2.321435e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 209137 members 
Entering Unmasked Estep 
Score: -23215758.000000 Penalty: 6125.361328
	Iteration 41Q: 3 clusters Score -2.321576e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 212228 members 
Entering Unmasked Estep 
Score: -23217218.000000 Penalty: 6125.361328
	Iteration 42Q: 3 clusters Score -2.321722e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 215039 members 
Entering Unmasked Estep 
Score: -23218532.000000 Penalty: 6125.361328
	Iteration 43Q: 3 clusters Score -2.321853e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 217617 members 
Entering Unmasked Estep 
Score: -23219934.000000 Penalty: 6125.361328
	Iteration 44Q: 3 clusters Score -2.321993e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 219990 members 
Entering Unmasked Estep 
Score: -23221276.000000 Penalty: 6125.361328
	Iteration 45Q: 3 clusters Score -2.322128e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 222158 members 
Entering Unmasked Estep 
Score: -23222594.000000 Penalty: 6125.361328
	Iteration 46Q: 3 clusters Score -2.322259e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 224030 members 
Entering Unmasked Estep 
Score: -23223674.000000 Penalty: 6125.361328
	Iteration 47Q: 3 clusters Score -2.322367e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 225593 members 
Entering Unmasked Estep 
Score: -23224734.000000 Penalty: 6125.361328
	Iteration 48Q: 3 clusters Score -2.322473e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 226835 members 
Entering Unmasked Estep 
Score: -23225640.000000 Penalty: 6125.361328
	Iteration 49Q: 3 clusters Score -2.322564e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 227760 members 
Entering Unmasked Estep 
Score: -23226260.000000 Penalty: 6125.361328
	Iteration 50Q: 3 clusters Score -2.322626e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 228423 members 
Entering Unmasked Estep 
Score: -23226702.000000 Penalty: 6125.361328
	Iteration 51Q: 3 clusters Score -2.32267e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 228906 members 
Entering Unmasked Estep 
Score: -23227014.000000 Penalty: 6125.361328
	Iteration 52Q: 3 clusters Score -2.322701e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 229264 members 
Entering Unmasked Estep 
Score: -23227236.000000 Penalty: 6125.361328
	Iteration 53Q: 3 clusters Score -2.322724e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 229512 members 
Entering Unmasked Estep 
Score: -23227406.000000 Penalty: 6125.361328
	Iteration 54Q: 3 clusters Score -2.322741e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 229691 members 
Entering Unmasked Estep 
Score: -23227504.000000 Penalty: 6125.361328
	Iteration 55Q: 3 clusters Score -2.32275e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 229808 members 
Entering Unmasked Estep 
Score: -23227624.000000 Penalty: 6125.361328
	Iteration 56Q: 3 clusters Score -2.322762e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 229900 members 
Entering Unmasked Estep 
Score: -23227682.000000 Penalty: 6125.361328
	Iteration 57Q: 3 clusters Score -2.322768e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 229963 members 
Entering Unmasked Estep 
Score: -23227704.000000 Penalty: 6125.361328
	Iteration 58Q: 3 clusters Score -2.32277e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 230006 members 
Entering Unmasked Estep 
Score: -23227738.000000 Penalty: 6125.361328
	Iteration 59Q: 3 clusters Score -2.322774e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 230029 members 
Entering Unmasked Estep 
Score: -23227752.000000 Penalty: 6125.361328
	Iteration 60F: 3 clusters Score -2.322775e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 230048 members 
Entering Unmasked Estep 
Score: -23227762.000000 Penalty: 6125.361328
	Iteration 61Q: 3 clusters Score -2.322776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 230060 members 
Entering Unmasked Estep 
Score: -23227748.000000 Penalty: 6125.361328
	Iteration 62Q: 3 clusters Score -2.322775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 230071 members 
Entering Unmasked Estep 
Score: -23227764.000000 Penalty: 6125.361328
	Iteration 63Q: 3 clusters Score -2.322776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 230081 members 
Entering Unmasked Estep 
Score: -23227780.000000 Penalty: 6125.361328
	Iteration 64Q: 3 clusters Score -2.322778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 230090 members 
Entering Unmasked Estep 
Score: -23227790.000000 Penalty: 6125.361328
	Iteration 65Q: 3 clusters Score -2.322779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 230099 members 
Entering Unmasked Estep 
Score: -23227790.000000 Penalty: 6125.361328
	Iteration 66Q: 3 clusters Score -2.322779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 230104 members 
Entering Unmasked Estep 
Score: -23227798.000000 Penalty: 6125.361328
	Iteration 67Q: 3 clusters Score -2.32278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 230109 members 
Entering Unmasked Estep 
Score: -23227804.000000 Penalty: 6125.361328
	Iteration 68Q: 3 clusters Score -2.32278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 230110 members 
Entering Unmasked Estep 
Score: -23227804.000000 Penalty: 6125.361328
	Iteration 69Q: 3 clusters Score -2.32278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 230111 members 
Entering Unmasked Estep 
Score: -23227790.000000 Penalty: 6125.361328
	Iteration 70Q: 3 clusters Score -2.322779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 230116 members 
Entering Unmasked Estep 
Score: -23227802.000000 Penalty: 6125.361328
	Iteration 71Q: 3 clusters Score -2.32278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 230119 members 
Entering Unmasked Estep 
Score: -23227804.000000 Penalty: 6125.361328
	Iteration 72Q: 3 clusters Score -2.32278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 230124 members 
Entering Unmasked Estep 
Score: -23227810.000000 Penalty: 6125.361328
	Iteration 73Q: 3 clusters Score -2.322781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 230128 members 
Entering Unmasked Estep 
Score: -23227822.000000 Penalty: 6125.361328
	Iteration 74Q: 3 clusters Score -2.322782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 230134 members 
Entering Unmasked Estep 
Score: -23227826.000000 Penalty: 6125.361328
	Iteration 75Q: 3 clusters Score -2.322783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 230135 members 
Entering Unmasked Estep 
Score: -23227834.000000 Penalty: 6125.361328
	Iteration 76Q: 3 clusters Score -2.322783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 230135 members 
Entering Unmasked Estep 
Score: -23227820.000000 Penalty: 6125.361328
	Iteration 77Q: 3 clusters Score -2.322782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 230138 members 
Entering Unmasked Estep 
Score: -23227828.000000 Penalty: 6125.361328
	Iteration 78Q: 3 clusters Score -2.322783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 230142 members 
Entering Unmasked Estep 
Score: -23227818.000000 Penalty: 6125.361328
	Iteration 79Q: 3 clusters Score -2.322782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 230141 members 
Entering Unmasked Estep 
Score: -23227816.000000 Penalty: 6125.361328
	Iteration 80F: 3 clusters Score -2.322782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 230144 members 
Entering Unmasked Estep 
Score: -23227808.000000 Penalty: 6125.361328
	Iteration 81Q: 3 clusters Score -2.322781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 230144 members 
Entering Unmasked Estep 
Score: -23227818.000000 Penalty: 6125.361328
	Iteration 82Q: 3 clusters Score -2.322782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 230146 members 
Entering Unmasked Estep 
Score: -23227822.000000 Penalty: 6125.361328
	Iteration 83Q: 3 clusters Score -2.322782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 230148 members 
Entering Unmasked Estep 
Score: -23227828.000000 Penalty: 6125.361328
	Iteration 84Q: 3 clusters Score -2.322783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 230153 members 
Entering Unmasked Estep 
Score: -23227816.000000 Penalty: 6125.361328
	Iteration 85Q: 3 clusters Score -2.322782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 230162 members 
Entering Unmasked Estep 
Score: -23227826.000000 Penalty: 6125.361328
	Iteration 86Q: 3 clusters Score -2.322783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 230171 members 
Entering Unmasked Estep 
Score: -23227844.000000 Penalty: 6125.361328
	Iteration 87Q: 3 clusters Score -2.322784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 230176 members 
Entering Unmasked Estep 
Score: -23227848.000000 Penalty: 6125.361328
	Iteration 88Q: 3 clusters Score -2.322785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 230177 members 
Entering Unmasked Estep 
Score: -23227854.000000 Penalty: 6125.361328
	Iteration 89Q: 3 clusters Score -2.322785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 230180 members 
Entering Unmasked Estep 
Score: -23227864.000000 Penalty: 6125.361328
	Iteration 90Q: 3 clusters Score -2.322786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 230182 members 
Entering Unmasked Estep 
Score: -23227862.000000 Penalty: 6125.361328
	Iteration 91Q: 3 clusters Score -2.322786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 230183 members 
Entering Unmasked Estep 
Score: -23227856.000000 Penalty: 6125.361328
	Iteration 92Q: 3 clusters Score -2.322786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 230183 members 
Entering Unmasked Estep 
Score: -23227856.000000 Penalty: 6125.361328
	Iteration 93F: 3 clusters Score -2.322786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Entering Unmasked Estep 
Score: -2199237.500000 Penalty: 2483.793701
	Iteration 0F: 2 clusters Score -2199238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2183716.750000 Penalty: 4967.587402
	Iteration 0F: 3 clusters Score -2183717 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2189024.000000 Penalty: 4967.587402
	Iteration 1F: 3 clusters Score -2189024 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2189525.250000 Penalty: 4967.587402
	Iteration 2F: 3 clusters Score -2189525 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2189952.750000 Penalty: 4967.587402
	Iteration 3Q: 3 clusters Score -2189953 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2190376.500000 Penalty: 4967.587402
	Iteration 4Q: 3 clusters Score -2190376 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2190805.750000 Penalty: 4967.587402
	Iteration 5Q: 3 clusters Score -2190806 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2191269.500000 Penalty: 4967.587402
	Iteration 6Q: 3 clusters Score -2191270 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2191757.000000 Penalty: 4967.587402
	Iteration 7Q: 3 clusters Score -2191757 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2192216.750000 Penalty: 4967.587402
	Iteration 8Q: 3 clusters Score -2192217 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2192719.250000 Penalty: 4967.587402
	Iteration 9Q: 3 clusters Score -2192719 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2193237.000000 Penalty: 4967.587402
	Iteration 10Q: 3 clusters Score -2193237 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2193789.750000 Penalty: 4967.587402
	Iteration 11Q: 3 clusters Score -2193790 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2194362.500000 Penalty: 4967.587402
	Iteration 12Q: 3 clusters Score -2194362 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2194913.000000 Penalty: 4967.587402
	Iteration 13Q: 3 clusters Score -2194913 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2195388.750000 Penalty: 4967.587402
	Iteration 14Q: 3 clusters Score -2195389 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2195819.500000 Penalty: 4967.587402
	Iteration 15Q: 3 clusters Score -2195820 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2196153.250000 Penalty: 4967.587402
	Iteration 16Q: 3 clusters Score -2196153 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2196389.000000 Penalty: 4967.587402
	Iteration 17Q: 3 clusters Score -2196389 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2196535.750000 Penalty: 4967.587402
	Iteration 18Q: 3 clusters Score -2196536 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2196652.750000 Penalty: 4967.587402
	Iteration 19Q: 3 clusters Score -2196653 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2196727.250000 Penalty: 4967.587402
	Iteration 20F: 3 clusters Score -2196727 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2196800.750000 Penalty: 4967.587402
	Iteration 21Q: 3 clusters Score -2196801 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2196856.750000 Penalty: 4967.587402
	Iteration 22Q: 3 clusters Score -2196857 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2196901.250000 Penalty: 4967.587402
	Iteration 23Q: 3 clusters Score -2196901 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2196930.750000 Penalty: 4967.587402
	Iteration 24Q: 3 clusters Score -2196931 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2196952.500000 Penalty: 4967.587402
	Iteration 25Q: 3 clusters Score -2196952 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2196974.250000 Penalty: 4967.587402
	Iteration 26Q: 3 clusters Score -2196974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2197001.250000 Penalty: 4967.587402
	Iteration 27Q: 3 clusters Score -2197001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2197014.000000 Penalty: 4967.587402
	Iteration 28Q: 3 clusters Score -2197014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2197024.750000 Penalty: 4967.587402
	Iteration 29Q: 3 clusters Score -2197025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2197030.250000 Penalty: 4967.587402
	Iteration 30Q: 3 clusters Score -2197030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2197039.000000 Penalty: 4967.587402
	Iteration 31Q: 3 clusters Score -2197039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2197044.750000 Penalty: 4967.587402
	Iteration 32Q: 3 clusters Score -2197045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2197040.500000 Penalty: 4967.587402
	Iteration 33Q: 3 clusters Score -2197040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2197047.500000 Penalty: 4967.587402
	Iteration 34Q: 3 clusters Score -2197048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2197052.000000 Penalty: 4967.587402
	Iteration 35Q: 3 clusters Score -2197052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2197054.000000 Penalty: 4967.587402
	Iteration 36Q: 3 clusters Score -2197054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2197055.500000 Penalty: 4967.587402
	Iteration 37Q: 3 clusters Score -2197056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2197059.500000 Penalty: 4967.587402
	Iteration 38Q: 3 clusters Score -2197060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2197061.500000 Penalty: 4967.587402
	Iteration 39Q: 3 clusters Score -2197062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2197073.000000 Penalty: 4967.587402
	Iteration 40F: 3 clusters Score -2197073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2197075.250000 Penalty: 4967.587402
	Iteration 41Q: 3 clusters Score -2197075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2197079.000000 Penalty: 4967.587402
	Iteration 42Q: 3 clusters Score -2197079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2197081.000000 Penalty: 4967.587402
	Iteration 43Q: 3 clusters Score -2197081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2197081.750000 Penalty: 4967.587402
	Iteration 44Q: 3 clusters Score -2197082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2197077.000000 Penalty: 4967.587402
	Iteration 45Q: 3 clusters Score -2197077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2197080.500000 Penalty: 4967.587402
	Iteration 46Q: 3 clusters Score -2197080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2197080.750000 Penalty: 4967.587402
	Iteration 47Q: 3 clusters Score -2197081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2197080.750000 Penalty: 4967.587402
	Iteration 48F: 3 clusters Score -2197081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (183770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183770 members 
Entering Unmasked Estep 
Score: -18482478.000000 Penalty: 3006.117188
	Iteration 0F: 2 clusters Score -1.848248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 91764 members 
Entering Unmasked Estep 
Score: -18359732.000000 Penalty: 6012.234375
	Iteration 0F: 3 clusters Score -1.835973e+07 nChanged 88275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94927 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -18411782.000000 Penalty: 6012.234375
	Iteration 1F: 3 clusters Score -1.841178e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96751 members 
Mstep: Class 2 contains 87019 members 
Entering Unmasked Estep 
Score: -18413052.000000 Penalty: 6012.234375
	Iteration 2Q: 3 clusters Score -1.841305e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99466 members 
Mstep: Class 2 contains 84304 members 
Entering Unmasked Estep 
Score: -18414758.000000 Penalty: 6012.234375
	Iteration 3Q: 3 clusters Score -1.841476e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103601 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -18417260.000000 Penalty: 6012.234375
	Iteration 4Q: 3 clusters Score -1.841726e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109715 members 
Mstep: Class 2 contains 74055 members 
Entering Unmasked Estep 
Score: -18421014.000000 Penalty: 6012.234375
	Iteration 5Q: 3 clusters Score -1.842101e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118352 members 
Mstep: Class 2 contains 65418 members 
Entering Unmasked Estep 
Score: -18427204.000000 Penalty: 6012.234375
	Iteration 6F: 3 clusters Score -1.84272e+07 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129092 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -18435926.000000 Penalty: 6012.234375
	Iteration 7F: 3 clusters Score -1.843593e+07 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140529 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -18446252.000000 Penalty: 6012.234375
	Iteration 8F: 3 clusters Score -1.844625e+07 nChanged 10994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150811 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -18455686.000000 Penalty: 6012.234375
	Iteration 9F: 3 clusters Score -1.845569e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158479 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -18462832.000000 Penalty: 6012.234375
	Iteration 10Q: 3 clusters Score -1.846283e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163871 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -18467166.000000 Penalty: 6012.234375
	Iteration 11Q: 3 clusters Score -1.846717e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167983 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -18470168.000000 Penalty: 6012.234375
	Iteration 12Q: 3 clusters Score -1.847017e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171310 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -18472538.000000 Penalty: 6012.234375
	Iteration 13Q: 3 clusters Score -1.847254e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173957 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -18474210.000000 Penalty: 6012.234375
	Iteration 14Q: 3 clusters Score -1.847421e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176084 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -18475580.000000 Penalty: 6012.234375
	Iteration 15Q: 3 clusters Score -1.847558e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177854 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -18476560.000000 Penalty: 6012.234375
	Iteration 16Q: 3 clusters Score -1.847656e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179265 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -18477628.000000 Penalty: 6012.234375
	Iteration 17Q: 3 clusters Score -1.847763e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180373 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -18478390.000000 Penalty: 6012.234375
	Iteration 18Q: 3 clusters Score -1.847839e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181186 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -18478884.000000 Penalty: 6012.234375
	Iteration 19Q: 3 clusters Score -1.847888e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181754 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -18479184.000000 Penalty: 6012.234375
	Iteration 20F: 3 clusters Score -1.847918e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182165 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -18479454.000000 Penalty: 6012.234375
	Iteration 21Q: 3 clusters Score -1.847945e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182429 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -18479578.000000 Penalty: 6012.234375
	Iteration 22Q: 3 clusters Score -1.847958e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182617 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -18479626.000000 Penalty: 6012.234375
	Iteration 23Q: 3 clusters Score -1.847963e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182728 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -18479702.000000 Penalty: 6012.234375
	Iteration 24Q: 3 clusters Score -1.84797e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182813 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -18479772.000000 Penalty: 6012.234375
	Iteration 25Q: 3 clusters Score -1.847977e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182871 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -18479824.000000 Penalty: 6012.234375
	Iteration 26Q: 3 clusters Score -1.847982e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182923 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -18479846.000000 Penalty: 6012.234375
	Iteration 27Q: 3 clusters Score -1.847985e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182953 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -18479860.000000 Penalty: 6012.234375
	Iteration 28Q: 3 clusters Score -1.847986e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182976 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -18479870.000000 Penalty: 6012.234375
	Iteration 29Q: 3 clusters Score -1.847987e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183000 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -18479894.000000 Penalty: 6012.234375
	Iteration 30Q: 3 clusters Score -1.847989e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183019 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -18479890.000000 Penalty: 6012.234375
	Iteration 31Q: 3 clusters Score -1.847989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183034 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -18479906.000000 Penalty: 6012.234375
	Iteration 32Q: 3 clusters Score -1.847991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183043 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -18479898.000000 Penalty: 6012.234375
	Iteration 33Q: 3 clusters Score -1.84799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183051 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -18479916.000000 Penalty: 6012.234375
	Iteration 34Q: 3 clusters Score -1.847992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183059 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -18479904.000000 Penalty: 6012.234375
	Iteration 35Q: 3 clusters Score -1.84799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183065 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -18479902.000000 Penalty: 6012.234375
	Iteration 36Q: 3 clusters Score -1.84799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183069 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -18479908.000000 Penalty: 6012.234375
	Iteration 37Q: 3 clusters Score -1.847991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183073 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -18479922.000000 Penalty: 6012.234375
	Iteration 38Q: 3 clusters Score -1.847992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183075 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -18479930.000000 Penalty: 6012.234375
	Iteration 39Q: 3 clusters Score -1.847993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183076 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -18479928.000000 Penalty: 6012.234375
	Iteration 40F: 3 clusters Score -1.847993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183076 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -18479922.000000 Penalty: 6012.234375
	Iteration 41Q: 3 clusters Score -1.847992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183079 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -18479930.000000 Penalty: 6012.234375
	Iteration 42Q: 3 clusters Score -1.847993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183081 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -18479932.000000 Penalty: 6012.234375
	Iteration 43Q: 3 clusters Score -1.847993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183084 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -18479936.000000 Penalty: 6012.234375
	Iteration 44Q: 3 clusters Score -1.847994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183088 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -18479930.000000 Penalty: 6012.234375
	Iteration 45Q: 3 clusters Score -1.847993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183091 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -18479932.000000 Penalty: 6012.234375
	Iteration 46Q: 3 clusters Score -1.847993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183093 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18479932.000000 Penalty: 6012.234375
	Iteration 47Q: 3 clusters Score -1.847993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183093 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18479932.000000 Penalty: 6012.234375
	Iteration 48F: 3 clusters Score -1.847993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Entering Unmasked Estep 
Score: -1923729.375000 Penalty: 2450.560791
	Iteration 0F: 2 clusters Score -1923729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1910032.500000 Penalty: 4901.121582
	Iteration 0F: 3 clusters Score -1910032 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1914480.125000 Penalty: 4901.121582
	Iteration 1F: 3 clusters Score -1914480 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1914810.750000 Penalty: 4901.121582
	Iteration 2F: 3 clusters Score -1914811 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1915078.750000 Penalty: 4901.121582
	Iteration 3Q: 3 clusters Score -1915079 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1915272.125000 Penalty: 4901.121582
	Iteration 4Q: 3 clusters Score -1915272 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1915412.125000 Penalty: 4901.121582
	Iteration 5Q: 3 clusters Score -1915412 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1915550.250000 Penalty: 4901.121582
	Iteration 6Q: 3 clusters Score -1915550 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1915699.500000 Penalty: 4901.121582
	Iteration 7Q: 3 clusters Score -1915700 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1915895.250000 Penalty: 4901.121582
	Iteration 8Q: 3 clusters Score -1915895 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1916152.125000 Penalty: 4901.121582
	Iteration 9Q: 3 clusters Score -1916152 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1916511.250000 Penalty: 4901.121582
	Iteration 10Q: 3 clusters Score -1916511 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1917027.500000 Penalty: 4901.121582
	Iteration 11Q: 3 clusters Score -1917028 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1917655.750000 Penalty: 4901.121582
	Iteration 12F: 3 clusters Score -1917656 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1918442.625000 Penalty: 4901.121582
	Iteration 13F: 3 clusters Score -1918443 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1919306.375000 Penalty: 4901.121582
	Iteration 14F: 3 clusters Score -1919306 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1920071.125000 Penalty: 4901.121582
	Iteration 15Q: 3 clusters Score -1920071 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1920620.750000 Penalty: 4901.121582
	Iteration 16Q: 3 clusters Score -1920621 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1920980.000000 Penalty: 4901.121582
	Iteration 17Q: 3 clusters Score -1920980 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1921200.125000 Penalty: 4901.121582
	Iteration 18Q: 3 clusters Score -1921200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1921332.625000 Penalty: 4901.121582
	Iteration 19Q: 3 clusters Score -1921333 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1921439.875000 Penalty: 4901.121582
	Iteration 20F: 3 clusters Score -1921440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1921516.375000 Penalty: 4901.121582
	Iteration 21Q: 3 clusters Score -1921516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1921548.750000 Penalty: 4901.121582
	Iteration 22Q: 3 clusters Score -1921549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1921579.000000 Penalty: 4901.121582
	Iteration 23Q: 3 clusters Score -1921579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1921598.375000 Penalty: 4901.121582
	Iteration 24Q: 3 clusters Score -1921598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1921612.250000 Penalty: 4901.121582
	Iteration 25Q: 3 clusters Score -1921612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1921620.125000 Penalty: 4901.121582
	Iteration 26Q: 3 clusters Score -1921620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1921628.500000 Penalty: 4901.121582
	Iteration 27Q: 3 clusters Score -1921628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1921639.250000 Penalty: 4901.121582
	Iteration 28Q: 3 clusters Score -1921639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1921646.250000 Penalty: 4901.121582
	Iteration 29Q: 3 clusters Score -1921646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1921653.250000 Penalty: 4901.121582
	Iteration 30Q: 3 clusters Score -1921653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1921659.625000 Penalty: 4901.121582
	Iteration 31Q: 3 clusters Score -1921660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1921660.875000 Penalty: 4901.121582
	Iteration 32Q: 3 clusters Score -1921661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1921663.500000 Penalty: 4901.121582
	Iteration 33Q: 3 clusters Score -1921664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1921663.625000 Penalty: 4901.121582
	Iteration 34Q: 3 clusters Score -1921664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1921666.125000 Penalty: 4901.121582
	Iteration 35Q: 3 clusters Score -1921666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1921670.375000 Penalty: 4901.121582
	Iteration 36Q: 3 clusters Score -1921670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1921673.750000 Penalty: 4901.121582
	Iteration 37Q: 3 clusters Score -1921674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1921674.125000 Penalty: 4901.121582
	Iteration 38Q: 3 clusters Score -1921674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1921676.625000 Penalty: 4901.121582
	Iteration 39Q: 3 clusters Score -1921677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1921678.000000 Penalty: 4901.121582
	Iteration 40F: 3 clusters Score -1921678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Entering Unmasked Estep 
Score: -1685790.875000 Penalty: 2407.393066
	Iteration 0F: 2 clusters Score -1685791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1673998.250000 Penalty: 4814.786133
	Iteration 0F: 3 clusters Score -1673998 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1677734.375000 Penalty: 4814.786133
	Iteration 1F: 3 clusters Score -1677734 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1678113.125000 Penalty: 4814.786133
	Iteration 2F: 3 clusters Score -1678113 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1678415.750000 Penalty: 4814.786133
	Iteration 3Q: 3 clusters Score -1678416 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1678656.250000 Penalty: 4814.786133
	Iteration 4Q: 3 clusters Score -1678656 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1678873.250000 Penalty: 4814.786133
	Iteration 5Q: 3 clusters Score -1678873 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1679102.625000 Penalty: 4814.786133
	Iteration 6Q: 3 clusters Score -1679103 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1679359.750000 Penalty: 4814.786133
	Iteration 7Q: 3 clusters Score -1679360 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1679656.875000 Penalty: 4814.786133
	Iteration 8Q: 3 clusters Score -1679657 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1680066.500000 Penalty: 4814.786133
	Iteration 9Q: 3 clusters Score -1680066 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1680511.125000 Penalty: 4814.786133
	Iteration 10Q: 3 clusters Score -1680511 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1681053.750000 Penalty: 4814.786133
	Iteration 11Q: 3 clusters Score -1681054 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1681700.125000 Penalty: 4814.786133
	Iteration 12F: 3 clusters Score -1681700 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1682271.000000 Penalty: 4814.786133
	Iteration 13Q: 3 clusters Score -1682271 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1682748.125000 Penalty: 4814.786133
	Iteration 14Q: 3 clusters Score -1682748 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1683070.375000 Penalty: 4814.786133
	Iteration 15Q: 3 clusters Score -1683070 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1683289.625000 Penalty: 4814.786133
	Iteration 16Q: 3 clusters Score -1683290 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1683433.875000 Penalty: 4814.786133
	Iteration 17Q: 3 clusters Score -1683434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1683540.750000 Penalty: 4814.786133
	Iteration 18Q: 3 clusters Score -1683541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1683585.500000 Penalty: 4814.786133
	Iteration 19Q: 3 clusters Score -1683586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1683630.125000 Penalty: 4814.786133
	Iteration 20F: 3 clusters Score -1683630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1683655.750000 Penalty: 4814.786133
	Iteration 21Q: 3 clusters Score -1683656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1683672.250000 Penalty: 4814.786133
	Iteration 22Q: 3 clusters Score -1683672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1683674.375000 Penalty: 4814.786133
	Iteration 23Q: 3 clusters Score -1683674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1683681.250000 Penalty: 4814.786133
	Iteration 24Q: 3 clusters Score -1683681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1683682.125000 Penalty: 4814.786133
	Iteration 25Q: 3 clusters Score -1683682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1683682.125000 Penalty: 4814.786133
	Iteration 26F: 3 clusters Score -1683682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Entering Unmasked Estep 
Score: -3395856.250000 Penalty: 2609.453857
	Iteration 0F: 2 clusters Score -3395856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3370718.250000 Penalty: 5218.907715
	Iteration 0F: 3 clusters Score -3370718 nChanged 16815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3380093.750000 Penalty: 5218.907715
	Iteration 1F: 3 clusters Score -3380094 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3380725.750000 Penalty: 5218.907715
	Iteration 2Q: 3 clusters Score -3380726 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3381328.250000 Penalty: 5218.907715
	Iteration 3Q: 3 clusters Score -3381328 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3381992.500000 Penalty: 5218.907715
	Iteration 4Q: 3 clusters Score -3381992 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -3382756.750000 Penalty: 5218.907715
	Iteration 5Q: 3 clusters Score -3382757 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3383563.000000 Penalty: 5218.907715
	Iteration 6Q: 3 clusters Score -3383563 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3384477.500000 Penalty: 5218.907715
	Iteration 7Q: 3 clusters Score -3384478 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3385437.000000 Penalty: 5218.907715
	Iteration 8F: 3 clusters Score -3385437 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3386332.500000 Penalty: 5218.907715
	Iteration 9Q: 3 clusters Score -3386332 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3387248.250000 Penalty: 5218.907715
	Iteration 10Q: 3 clusters Score -3387248 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3388136.250000 Penalty: 5218.907715
	Iteration 11Q: 3 clusters Score -3388136 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -3388932.250000 Penalty: 5218.907715
	Iteration 12Q: 3 clusters Score -3388932 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3389587.000000 Penalty: 5218.907715
	Iteration 13Q: 3 clusters Score -3389587 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3390024.250000 Penalty: 5218.907715
	Iteration 14Q: 3 clusters Score -3390024 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3390339.250000 Penalty: 5218.907715
	Iteration 15Q: 3 clusters Score -3390339 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3390548.000000 Penalty: 5218.907715
	Iteration 16Q: 3 clusters Score -3390548 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -3390675.750000 Penalty: 5218.907715
	Iteration 17Q: 3 clusters Score -3390676 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3390787.250000 Penalty: 5218.907715
	Iteration 18Q: 3 clusters Score -3390787 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -3390891.000000 Penalty: 5218.907715
	Iteration 19Q: 3 clusters Score -3390891 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3390982.250000 Penalty: 5218.907715
	Iteration 20F: 3 clusters Score -3390982 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3391107.750000 Penalty: 5218.907715
	Iteration 21Q: 3 clusters Score -3391108 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -3391216.000000 Penalty: 5218.907715
	Iteration 22Q: 3 clusters Score -3391216 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3391329.500000 Penalty: 5218.907715
	Iteration 23Q: 3 clusters Score -3391330 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3391471.750000 Penalty: 5218.907715
	Iteration 24Q: 3 clusters Score -3391472 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3391553.000000 Penalty: 5218.907715
	Iteration 25Q: 3 clusters Score -3391553 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -3391666.250000 Penalty: 5218.907715
	Iteration 26Q: 3 clusters Score -3391666 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3391785.000000 Penalty: 5218.907715
	Iteration 27Q: 3 clusters Score -3391785 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3391908.750000 Penalty: 5218.907715
	Iteration 28Q: 3 clusters Score -3391909 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -3392035.250000 Penalty: 5218.907715
	Iteration 29Q: 3 clusters Score -3392035 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -3392128.250000 Penalty: 5218.907715
	Iteration 30Q: 3 clusters Score -3392128 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3392213.000000 Penalty: 5218.907715
	Iteration 31Q: 3 clusters Score -3392213 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3392295.250000 Penalty: 5218.907715
	Iteration 32Q: 3 clusters Score -3392295 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3392386.750000 Penalty: 5218.907715
	Iteration 33Q: 3 clusters Score -3392387 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3392492.250000 Penalty: 5218.907715
	Iteration 34Q: 3 clusters Score -3392492 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3392587.250000 Penalty: 5218.907715
	Iteration 35Q: 3 clusters Score -3392587 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3392686.750000 Penalty: 5218.907715
	Iteration 36Q: 3 clusters Score -3392687 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3392777.750000 Penalty: 5218.907715
	Iteration 37Q: 3 clusters Score -3392778 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3392855.000000 Penalty: 5218.907715
	Iteration 38Q: 3 clusters Score -3392855 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3392914.000000 Penalty: 5218.907715
	Iteration 39Q: 3 clusters Score -3392914 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -3393007.250000 Penalty: 5218.907715
	Iteration 40F: 3 clusters Score -3393007 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3393092.750000 Penalty: 5218.907715
	Iteration 41Q: 3 clusters Score -3393093 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3393194.750000 Penalty: 5218.907715
	Iteration 42Q: 3 clusters Score -3393195 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3393307.250000 Penalty: 5218.907715
	Iteration 43Q: 3 clusters Score -3393307 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3393412.500000 Penalty: 5218.907715
	Iteration 44Q: 3 clusters Score -3393412 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3393486.500000 Penalty: 5218.907715
	Iteration 45Q: 3 clusters Score -3393486 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3393563.250000 Penalty: 5218.907715
	Iteration 46Q: 3 clusters Score -3393563 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3393659.500000 Penalty: 5218.907715
	Iteration 47Q: 3 clusters Score -3393660 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3393735.750000 Penalty: 5218.907715
	Iteration 48Q: 3 clusters Score -3393736 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3393820.000000 Penalty: 5218.907715
	Iteration 49Q: 3 clusters Score -3393820 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3393893.250000 Penalty: 5218.907715
	Iteration 50Q: 3 clusters Score -3393893 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3393962.500000 Penalty: 5218.907715
	Iteration 51Q: 3 clusters Score -3393962 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3394022.750000 Penalty: 5218.907715
	Iteration 52Q: 3 clusters Score -3394023 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3394086.500000 Penalty: 5218.907715
	Iteration 53Q: 3 clusters Score -3394086 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3394133.750000 Penalty: 5218.907715
	Iteration 54Q: 3 clusters Score -3394134 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3394147.750000 Penalty: 5218.907715
	Iteration 55Q: 3 clusters Score -3394148 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3394196.750000 Penalty: 5218.907715
	Iteration 56Q: 3 clusters Score -3394197 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3394225.750000 Penalty: 5218.907715
	Iteration 57Q: 3 clusters Score -3394226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3394246.750000 Penalty: 5218.907715
	Iteration 58Q: 3 clusters Score -3394247 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3394251.750000 Penalty: 5218.907715
	Iteration 59Q: 3 clusters Score -3394252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3394285.750000 Penalty: 5218.907715
	Iteration 60F: 3 clusters Score -3394286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3394298.000000 Penalty: 5218.907715
	Iteration 61Q: 3 clusters Score -3394298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3394315.250000 Penalty: 5218.907715
	Iteration 62Q: 3 clusters Score -3394315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3394328.500000 Penalty: 5218.907715
	Iteration 63Q: 3 clusters Score -3394328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3394330.250000 Penalty: 5218.907715
	Iteration 64Q: 3 clusters Score -3394330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3394336.250000 Penalty: 5218.907715
	Iteration 65Q: 3 clusters Score -3394336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3394338.000000 Penalty: 5218.907715
	Iteration 66Q: 3 clusters Score -3394338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3394341.000000 Penalty: 5218.907715
	Iteration 67Q: 3 clusters Score -3394341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3394340.000000 Penalty: 5218.907715
	Iteration 68Q: 3 clusters Score -3394340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3394340.750000 Penalty: 5218.907715
	Iteration 69Q: 3 clusters Score -3394341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3394341.250000 Penalty: 5218.907715
	Iteration 70Q: 3 clusters Score -3394341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3394341.250000 Penalty: 5218.907715
	Iteration 71Q: 3 clusters Score -3394341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3394342.250000 Penalty: 5218.907715
	Iteration 72Q: 3 clusters Score -3394342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3394342.250000 Penalty: 5218.907715
	Iteration 73F: 3 clusters Score -3394342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Entering Unmasked Estep 
Score: -1040883.062500 Penalty: 2303.526123
	Iteration 0F: 2 clusters Score -1040883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1032804.562500 Penalty: 4607.052246
	Iteration 0F: 3 clusters Score -1032805 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1035263.375000 Penalty: 4607.052246
	Iteration 1F: 3 clusters Score -1035263 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1035563.250000 Penalty: 4607.052246
	Iteration 2F: 3 clusters Score -1035563 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1035769.062500 Penalty: 4607.052246
	Iteration 3Q: 3 clusters Score -1035769 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1035967.812500 Penalty: 4607.052246
	Iteration 4Q: 3 clusters Score -1035968 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1036204.750000 Penalty: 4607.052246
	Iteration 5Q: 3 clusters Score -1036205 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1036541.000000 Penalty: 4607.052246
	Iteration 6Q: 3 clusters Score -1036541 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1036890.812500 Penalty: 4607.052246
	Iteration 7Q: 3 clusters Score -1036891 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1037247.375000 Penalty: 4607.052246
	Iteration 8Q: 3 clusters Score -1037247 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1037572.187500 Penalty: 4607.052246
	Iteration 9Q: 3 clusters Score -1037572 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1037841.437500 Penalty: 4607.052246
	Iteration 10Q: 3 clusters Score -1037841 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1038080.562500 Penalty: 4607.052246
	Iteration 11Q: 3 clusters Score -1038081 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1038268.000000 Penalty: 4607.052246
	Iteration 12Q: 3 clusters Score -1038268 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1038425.812500 Penalty: 4607.052246
	Iteration 13Q: 3 clusters Score -1038426 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1038549.062500 Penalty: 4607.052246
	Iteration 14Q: 3 clusters Score -1038549 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1038643.250000 Penalty: 4607.052246
	Iteration 15Q: 3 clusters Score -1038643 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1038725.562500 Penalty: 4607.052246
	Iteration 16Q: 3 clusters Score -1038726 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1038791.437500 Penalty: 4607.052246
	Iteration 17Q: 3 clusters Score -1038791 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1038843.312500 Penalty: 4607.052246
	Iteration 18Q: 3 clusters Score -1038843 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1038899.000000 Penalty: 4607.052246
	Iteration 19Q: 3 clusters Score -1038899 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1038952.312500 Penalty: 4607.052246
	Iteration 20F: 3 clusters Score -1038952 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1038989.875000 Penalty: 4607.052246
	Iteration 21Q: 3 clusters Score -1038990 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1039034.187500 Penalty: 4607.052246
	Iteration 22Q: 3 clusters Score -1039034 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1039077.812500 Penalty: 4607.052246
	Iteration 23Q: 3 clusters Score -1039078 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1039111.250000 Penalty: 4607.052246
	Iteration 24Q: 3 clusters Score -1039111 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1039142.000000 Penalty: 4607.052246
	Iteration 25Q: 3 clusters Score -1039142 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1039169.125000 Penalty: 4607.052246
	Iteration 26Q: 3 clusters Score -1039169 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1039201.062500 Penalty: 4607.052246
	Iteration 27Q: 3 clusters Score -1039201 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1039229.812500 Penalty: 4607.052246
	Iteration 28Q: 3 clusters Score -1039230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1039264.125000 Penalty: 4607.052246
	Iteration 29Q: 3 clusters Score -1039264 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1039289.062500 Penalty: 4607.052246
	Iteration 30Q: 3 clusters Score -1039289 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1039322.000000 Penalty: 4607.052246
	Iteration 31Q: 3 clusters Score -1039322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1039347.812500 Penalty: 4607.052246
	Iteration 32Q: 3 clusters Score -1039348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1039368.812500 Penalty: 4607.052246
	Iteration 33Q: 3 clusters Score -1039369 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1039384.500000 Penalty: 4607.052246
	Iteration 34Q: 3 clusters Score -1039384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1039398.500000 Penalty: 4607.052246
	Iteration 35Q: 3 clusters Score -1039398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1039408.187500 Penalty: 4607.052246
	Iteration 36Q: 3 clusters Score -1039408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1039415.187500 Penalty: 4607.052246
	Iteration 37Q: 3 clusters Score -1039415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1039423.125000 Penalty: 4607.052246
	Iteration 38Q: 3 clusters Score -1039423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1039425.437500 Penalty: 4607.052246
	Iteration 39Q: 3 clusters Score -1039425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1039428.687500 Penalty: 4607.052246
	Iteration 40F: 3 clusters Score -1039429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1039433.062500 Penalty: 4607.052246
	Iteration 41Q: 3 clusters Score -1039433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1039437.812500 Penalty: 4607.052246
	Iteration 42Q: 3 clusters Score -1039438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1039440.062500 Penalty: 4607.052246
	Iteration 43Q: 3 clusters Score -1039440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1039440.125000 Penalty: 4607.052246
	Iteration 44Q: 3 clusters Score -1039440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1039446.375000 Penalty: 4607.052246
	Iteration 45Q: 3 clusters Score -1039446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1039445.562500 Penalty: 4607.052246
	Iteration 46Q: 3 clusters Score -1039446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1039446.312500 Penalty: 4607.052246
	Iteration 47Q: 3 clusters Score -1039446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1039447.875000 Penalty: 4607.052246
	Iteration 48Q: 3 clusters Score -1039448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1039446.250000 Penalty: 4607.052246
	Iteration 49Q: 3 clusters Score -1039446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1039446.812500 Penalty: 4607.052246
	Iteration 50Q: 3 clusters Score -1039447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1039447.125000 Penalty: 4607.052246
	Iteration 51Q: 3 clusters Score -1039447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1039450.625000 Penalty: 4607.052246
	Iteration 52Q: 3 clusters Score -1039451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1039452.000000 Penalty: 4607.052246
	Iteration 53Q: 3 clusters Score -1039452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1039454.562500 Penalty: 4607.052246
	Iteration 54Q: 3 clusters Score -1039455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1039455.562500 Penalty: 4607.052246
	Iteration 55Q: 3 clusters Score -1039456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1039456.875000 Penalty: 4607.052246
	Iteration 56Q: 3 clusters Score -1039457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1039457.437500 Penalty: 4607.052246
	Iteration 57Q: 3 clusters Score -1039457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1039458.750000 Penalty: 4607.052246
	Iteration 58Q: 3 clusters Score -1039459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1039460.062500 Penalty: 4607.052246
	Iteration 59Q: 3 clusters Score -1039460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1039462.000000 Penalty: 4607.052246
	Iteration 60F: 3 clusters Score -1039462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1039466.125000 Penalty: 4607.052246
	Iteration 61Q: 3 clusters Score -1039466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1039466.812500 Penalty: 4607.052246
	Iteration 62Q: 3 clusters Score -1039467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1039466.562500 Penalty: 4607.052246
	Iteration 63Q: 3 clusters Score -1039467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1039466.000000 Penalty: 4607.052246
	Iteration 64Q: 3 clusters Score -1039466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1039470.250000 Penalty: 4607.052246
	Iteration 65Q: 3 clusters Score -1039470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1039472.687500 Penalty: 4607.052246
	Iteration 66Q: 3 clusters Score -1039473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1039471.250000 Penalty: 4607.052246
	Iteration 67Q: 3 clusters Score -1039471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1039473.937500 Penalty: 4607.052246
	Iteration 68Q: 3 clusters Score -1039474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1039473.375000 Penalty: 4607.052246
	Iteration 69Q: 3 clusters Score -1039473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1039473.250000 Penalty: 4607.052246
	Iteration 70Q: 3 clusters Score -1039473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1039474.750000 Penalty: 4607.052246
	Iteration 71Q: 3 clusters Score -1039475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1039477.375000 Penalty: 4607.052246
	Iteration 72Q: 3 clusters Score -1039477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1039480.312500 Penalty: 4607.052246
	Iteration 73Q: 3 clusters Score -1039480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1039481.875000 Penalty: 4607.052246
	Iteration 74Q: 3 clusters Score -1039482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1039483.375000 Penalty: 4607.052246
	Iteration 75Q: 3 clusters Score -1039483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1039486.812500 Penalty: 4607.052246
	Iteration 76Q: 3 clusters Score -1039487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1039488.500000 Penalty: 4607.052246
	Iteration 77Q: 3 clusters Score -1039488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1039490.187500 Penalty: 4607.052246
	Iteration 78Q: 3 clusters Score -1039490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1039491.250000 Penalty: 4607.052246
	Iteration 79Q: 3 clusters Score -1039491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1039490.687500 Penalty: 4607.052246
	Iteration 80F: 3 clusters Score -1039491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1039491.187500 Penalty: 4607.052246
	Iteration 81Q: 3 clusters Score -1039491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1039492.125000 Penalty: 4607.052246
	Iteration 82Q: 3 clusters Score -1039492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1039492.312500 Penalty: 4607.052246
	Iteration 83Q: 3 clusters Score -1039492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1039492.437500 Penalty: 4607.052246
	Iteration 84Q: 3 clusters Score -1039492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1039492.312500 Penalty: 4607.052246
	Iteration 85Q: 3 clusters Score -1039492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1039493.687500 Penalty: 4607.052246
	Iteration 86Q: 3 clusters Score -1039494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1039494.437500 Penalty: 4607.052246
	Iteration 87Q: 3 clusters Score -1039494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1039494.312500 Penalty: 4607.052246
	Iteration 88Q: 3 clusters Score -1039494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1039494.312500 Penalty: 4607.052246
	Iteration 89F: 3 clusters Score -1039494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Entering Unmasked Estep 
Score: -918900.562500 Penalty: 2264.749512
	Iteration 0F: 2 clusters Score -918900.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -911728.375000 Penalty: 4529.499023
	Iteration 0F: 3 clusters Score -911728.4 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -913727.437500 Penalty: 4529.499023
	Iteration 1F: 3 clusters Score -913727.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -914015.500000 Penalty: 4529.499023
	Iteration 2F: 3 clusters Score -914015.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -914220.000000 Penalty: 4529.499023
	Iteration 3Q: 3 clusters Score -914220 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -914407.312500 Penalty: 4529.499023
	Iteration 4Q: 3 clusters Score -914407.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -914608.000000 Penalty: 4529.499023
	Iteration 5Q: 3 clusters Score -914608 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -914866.875000 Penalty: 4529.499023
	Iteration 6Q: 3 clusters Score -914866.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -915177.500000 Penalty: 4529.499023
	Iteration 7Q: 3 clusters Score -915177.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -915535.125000 Penalty: 4529.499023
	Iteration 8F: 3 clusters Score -915535.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -915924.812500 Penalty: 4529.499023
	Iteration 9F: 3 clusters Score -915924.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -916347.000000 Penalty: 4529.499023
	Iteration 10F: 3 clusters Score -916347 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -916756.625000 Penalty: 4529.499023
	Iteration 11Q: 3 clusters Score -916756.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -917022.312500 Penalty: 4529.499023
	Iteration 12Q: 3 clusters Score -917022.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -917220.750000 Penalty: 4529.499023
	Iteration 13Q: 3 clusters Score -917220.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -917370.500000 Penalty: 4529.499023
	Iteration 14Q: 3 clusters Score -917370.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -917498.875000 Penalty: 4529.499023
	Iteration 15Q: 3 clusters Score -917498.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -917599.125000 Penalty: 4529.499023
	Iteration 16Q: 3 clusters Score -917599.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -917676.500000 Penalty: 4529.499023
	Iteration 17Q: 3 clusters Score -917676.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -917748.625000 Penalty: 4529.499023
	Iteration 18Q: 3 clusters Score -917748.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -917822.250000 Penalty: 4529.499023
	Iteration 19Q: 3 clusters Score -917822.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -917879.125000 Penalty: 4529.499023
	Iteration 20F: 3 clusters Score -917879.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -917951.187500 Penalty: 4529.499023
	Iteration 21Q: 3 clusters Score -917951.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -917994.500000 Penalty: 4529.499023
	Iteration 22Q: 3 clusters Score -917994.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -918018.562500 Penalty: 4529.499023
	Iteration 23Q: 3 clusters Score -918018.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -918038.750000 Penalty: 4529.499023
	Iteration 24Q: 3 clusters Score -918038.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -918050.125000 Penalty: 4529.499023
	Iteration 25Q: 3 clusters Score -918050.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -918054.750000 Penalty: 4529.499023
	Iteration 26Q: 3 clusters Score -918054.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -918057.187500 Penalty: 4529.499023
	Iteration 27Q: 3 clusters Score -918057.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -918059.312500 Penalty: 4529.499023
	Iteration 28Q: 3 clusters Score -918059.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -918061.062500 Penalty: 4529.499023
	Iteration 29Q: 3 clusters Score -918061.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -918064.187500 Penalty: 4529.499023
	Iteration 30Q: 3 clusters Score -918064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -918065.000000 Penalty: 4529.499023
	Iteration 31Q: 3 clusters Score -918065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -918065.062500 Penalty: 4529.499023
	Iteration 32Q: 3 clusters Score -918065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -918065.312500 Penalty: 4529.499023
	Iteration 33Q: 3 clusters Score -918065.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -918065.312500 Penalty: 4529.499023
	Iteration 34F: 3 clusters Score -918065.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Entering Unmasked Estep 
Score: -1262978.000000 Penalty: 2338.390625
	Iteration 0F: 2 clusters Score -1262978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1253825.000000 Penalty: 4676.781250
	Iteration 0F: 3 clusters Score -1253825 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1256569.750000 Penalty: 4676.781250
	Iteration 1F: 3 clusters Score -1256570 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1256910.250000 Penalty: 4676.781250
	Iteration 2F: 3 clusters Score -1256910 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1257154.375000 Penalty: 4676.781250
	Iteration 3Q: 3 clusters Score -1257154 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1257354.625000 Penalty: 4676.781250
	Iteration 4Q: 3 clusters Score -1257355 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1257534.000000 Penalty: 4676.781250
	Iteration 5Q: 3 clusters Score -1257534 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1257701.875000 Penalty: 4676.781250
	Iteration 6Q: 3 clusters Score -1257702 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1257856.125000 Penalty: 4676.781250
	Iteration 7Q: 3 clusters Score -1257856 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1258019.250000 Penalty: 4676.781250
	Iteration 8Q: 3 clusters Score -1258019 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1258225.250000 Penalty: 4676.781250
	Iteration 9Q: 3 clusters Score -1258225 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1258527.875000 Penalty: 4676.781250
	Iteration 10Q: 3 clusters Score -1258528 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1258872.250000 Penalty: 4676.781250
	Iteration 11Q: 3 clusters Score -1258872 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1259258.750000 Penalty: 4676.781250
	Iteration 12Q: 3 clusters Score -1259259 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1259632.500000 Penalty: 4676.781250
	Iteration 13Q: 3 clusters Score -1259632 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1259989.250000 Penalty: 4676.781250
	Iteration 14Q: 3 clusters Score -1259989 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1260248.750000 Penalty: 4676.781250
	Iteration 15Q: 3 clusters Score -1260249 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1260439.250000 Penalty: 4676.781250
	Iteration 16Q: 3 clusters Score -1260439 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1260594.625000 Penalty: 4676.781250
	Iteration 17Q: 3 clusters Score -1260595 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1260698.250000 Penalty: 4676.781250
	Iteration 18Q: 3 clusters Score -1260698 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1260774.000000 Penalty: 4676.781250
	Iteration 19Q: 3 clusters Score -1260774 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1260841.875000 Penalty: 4676.781250
	Iteration 20F: 3 clusters Score -1260842 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1260898.125000 Penalty: 4676.781250
	Iteration 21Q: 3 clusters Score -1260898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1260943.375000 Penalty: 4676.781250
	Iteration 22Q: 3 clusters Score -1260943 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1260983.875000 Penalty: 4676.781250
	Iteration 23Q: 3 clusters Score -1260984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1261007.125000 Penalty: 4676.781250
	Iteration 24Q: 3 clusters Score -1261007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1261024.000000 Penalty: 4676.781250
	Iteration 25Q: 3 clusters Score -1261024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1261033.750000 Penalty: 4676.781250
	Iteration 26Q: 3 clusters Score -1261034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1261036.625000 Penalty: 4676.781250
	Iteration 27Q: 3 clusters Score -1261037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1261048.625000 Penalty: 4676.781250
	Iteration 28Q: 3 clusters Score -1261049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1261055.625000 Penalty: 4676.781250
	Iteration 29Q: 3 clusters Score -1261056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1261060.500000 Penalty: 4676.781250
	Iteration 30Q: 3 clusters Score -1261060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1261072.875000 Penalty: 4676.781250
	Iteration 31Q: 3 clusters Score -1261073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1261078.750000 Penalty: 4676.781250
	Iteration 32Q: 3 clusters Score -1261079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1261082.125000 Penalty: 4676.781250
	Iteration 33Q: 3 clusters Score -1261082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1261089.500000 Penalty: 4676.781250
	Iteration 34Q: 3 clusters Score -1261090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1261096.500000 Penalty: 4676.781250
	Iteration 35Q: 3 clusters Score -1261096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1261110.875000 Penalty: 4676.781250
	Iteration 36Q: 3 clusters Score -1261111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1261118.625000 Penalty: 4676.781250
	Iteration 37Q: 3 clusters Score -1261119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1261126.500000 Penalty: 4676.781250
	Iteration 38Q: 3 clusters Score -1261126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1261132.500000 Penalty: 4676.781250
	Iteration 39Q: 3 clusters Score -1261132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1261137.750000 Penalty: 4676.781250
	Iteration 40F: 3 clusters Score -1261138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1261141.875000 Penalty: 4676.781250
	Iteration 41Q: 3 clusters Score -1261142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1261146.000000 Penalty: 4676.781250
	Iteration 42Q: 3 clusters Score -1261146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1261153.250000 Penalty: 4676.781250
	Iteration 43Q: 3 clusters Score -1261153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1261155.500000 Penalty: 4676.781250
	Iteration 44Q: 3 clusters Score -1261156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1261163.125000 Penalty: 4676.781250
	Iteration 45Q: 3 clusters Score -1261163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1261166.125000 Penalty: 4676.781250
	Iteration 46Q: 3 clusters Score -1261166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1261169.375000 Penalty: 4676.781250
	Iteration 47Q: 3 clusters Score -1261169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1261175.500000 Penalty: 4676.781250
	Iteration 48Q: 3 clusters Score -1261176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1261185.000000 Penalty: 4676.781250
	Iteration 49Q: 3 clusters Score -1261185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1261191.375000 Penalty: 4676.781250
	Iteration 50Q: 3 clusters Score -1261191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1261200.125000 Penalty: 4676.781250
	Iteration 51Q: 3 clusters Score -1261200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1261204.375000 Penalty: 4676.781250
	Iteration 52Q: 3 clusters Score -1261204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1261206.000000 Penalty: 4676.781250
	Iteration 53Q: 3 clusters Score -1261206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1261208.000000 Penalty: 4676.781250
	Iteration 54Q: 3 clusters Score -1261208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1261210.125000 Penalty: 4676.781250
	Iteration 55Q: 3 clusters Score -1261210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1261210.000000 Penalty: 4676.781250
	Iteration 56Q: 3 clusters Score -1261210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1261210.000000 Penalty: 4676.781250
	Iteration 57F: 3 clusters Score -1261210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Entering Unmasked Estep 
Score: -717204.812500 Penalty: 2213.512695
	Iteration 0F: 2 clusters Score -717204.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -711118.562500 Penalty: 4427.025391
	Iteration 0F: 3 clusters Score -711118.6 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -712837.625000 Penalty: 4427.025391
	Iteration 1F: 3 clusters Score -712837.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -713230.250000 Penalty: 4427.025391
	Iteration 2F: 3 clusters Score -713230.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -713646.187500 Penalty: 4427.025391
	Iteration 3F: 3 clusters Score -713646.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -714117.687500 Penalty: 4427.025391
	Iteration 4F: 3 clusters Score -714117.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -714596.437500 Penalty: 4427.025391
	Iteration 5F: 3 clusters Score -714596.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -715089.687500 Penalty: 4427.025391
	Iteration 6F: 3 clusters Score -715089.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -715548.750000 Penalty: 4427.025391
	Iteration 7F: 3 clusters Score -715548.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -715907.187500 Penalty: 4427.025391
	Iteration 8F: 3 clusters Score -715907.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -716138.437500 Penalty: 4427.025391
	Iteration 9Q: 3 clusters Score -716138.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -716305.125000 Penalty: 4427.025391
	Iteration 10Q: 3 clusters Score -716305.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -716433.000000 Penalty: 4427.025391
	Iteration 11Q: 3 clusters Score -716433 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -716520.875000 Penalty: 4427.025391
	Iteration 12Q: 3 clusters Score -716520.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -716595.500000 Penalty: 4427.025391
	Iteration 13Q: 3 clusters Score -716595.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -716650.812500 Penalty: 4427.025391
	Iteration 14Q: 3 clusters Score -716650.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -716701.875000 Penalty: 4427.025391
	Iteration 15Q: 3 clusters Score -716701.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -716740.250000 Penalty: 4427.025391
	Iteration 16Q: 3 clusters Score -716740.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -716772.437500 Penalty: 4427.025391
	Iteration 17Q: 3 clusters Score -716772.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -716794.875000 Penalty: 4427.025391
	Iteration 18Q: 3 clusters Score -716794.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -716805.250000 Penalty: 4427.025391
	Iteration 19Q: 3 clusters Score -716805.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -716816.437500 Penalty: 4427.025391
	Iteration 20F: 3 clusters Score -716816.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -716824.625000 Penalty: 4427.025391
	Iteration 21Q: 3 clusters Score -716824.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -716833.812500 Penalty: 4427.025391
	Iteration 22Q: 3 clusters Score -716833.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -716837.687500 Penalty: 4427.025391
	Iteration 23Q: 3 clusters Score -716837.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -716837.625000 Penalty: 4427.025391
	Iteration 24Q: 3 clusters Score -716837.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -716844.500000 Penalty: 4427.025391
	Iteration 25Q: 3 clusters Score -716844.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -716852.750000 Penalty: 4427.025391
	Iteration 26Q: 3 clusters Score -716852.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -716858.937500 Penalty: 4427.025391
	Iteration 27Q: 3 clusters Score -716858.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -716866.250000 Penalty: 4427.025391
	Iteration 28Q: 3 clusters Score -716866.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -716872.125000 Penalty: 4427.025391
	Iteration 29Q: 3 clusters Score -716872.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -716873.562500 Penalty: 4427.025391
	Iteration 30Q: 3 clusters Score -716873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -716873.937500 Penalty: 4427.025391
	Iteration 31Q: 3 clusters Score -716873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -716876.000000 Penalty: 4427.025391
	Iteration 32Q: 3 clusters Score -716876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -716875.812500 Penalty: 4427.025391
	Iteration 33Q: 3 clusters Score -716875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -716875.812500 Penalty: 4427.025391
	Iteration 34F: 3 clusters Score -716875.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Entering Unmasked Estep 
Score: -1584550.875000 Penalty: 2405.742920
	Iteration 0F: 2 clusters Score -1584551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1572817.000000 Penalty: 4811.485840
	Iteration 0F: 3 clusters Score -1572817 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1576581.375000 Penalty: 4811.485840
	Iteration 1F: 3 clusters Score -1576581 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1576980.750000 Penalty: 4811.485840
	Iteration 2F: 3 clusters Score -1576981 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1577397.625000 Penalty: 4811.485840
	Iteration 3F: 3 clusters Score -1577398 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1577837.375000 Penalty: 4811.485840
	Iteration 4F: 3 clusters Score -1577837 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1578340.000000 Penalty: 4811.485840
	Iteration 5F: 3 clusters Score -1578340 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1578939.375000 Penalty: 4811.485840
	Iteration 6F: 3 clusters Score -1578939 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1579601.625000 Penalty: 4811.485840
	Iteration 7F: 3 clusters Score -1579602 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1580177.875000 Penalty: 4811.485840
	Iteration 8F: 3 clusters Score -1580178 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1580602.500000 Penalty: 4811.485840
	Iteration 9Q: 3 clusters Score -1580602 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1580869.250000 Penalty: 4811.485840
	Iteration 10Q: 3 clusters Score -1580869 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1581041.625000 Penalty: 4811.485840
	Iteration 11Q: 3 clusters Score -1581042 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1581160.500000 Penalty: 4811.485840
	Iteration 12Q: 3 clusters Score -1581160 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1581245.500000 Penalty: 4811.485840
	Iteration 13Q: 3 clusters Score -1581246 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1581294.375000 Penalty: 4811.485840
	Iteration 14Q: 3 clusters Score -1581294 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1581327.750000 Penalty: 4811.485840
	Iteration 15Q: 3 clusters Score -1581328 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1581358.875000 Penalty: 4811.485840
	Iteration 16Q: 3 clusters Score -1581359 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1581385.375000 Penalty: 4811.485840
	Iteration 17Q: 3 clusters Score -1581385 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1581404.250000 Penalty: 4811.485840
	Iteration 18Q: 3 clusters Score -1581404 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1581421.375000 Penalty: 4811.485840
	Iteration 19Q: 3 clusters Score -1581421 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1581439.625000 Penalty: 4811.485840
	Iteration 20F: 3 clusters Score -1581440 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1581449.125000 Penalty: 4811.485840
	Iteration 21Q: 3 clusters Score -1581449 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1581468.250000 Penalty: 4811.485840
	Iteration 22Q: 3 clusters Score -1581468 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1581486.125000 Penalty: 4811.485840
	Iteration 23Q: 3 clusters Score -1581486 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1581500.375000 Penalty: 4811.485840
	Iteration 24Q: 3 clusters Score -1581500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1581506.000000 Penalty: 4811.485840
	Iteration 25Q: 3 clusters Score -1581506 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1581520.500000 Penalty: 4811.485840
	Iteration 26Q: 3 clusters Score -1581520 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1581529.250000 Penalty: 4811.485840
	Iteration 27Q: 3 clusters Score -1581529 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1581548.750000 Penalty: 4811.485840
	Iteration 28Q: 3 clusters Score -1581549 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1581561.875000 Penalty: 4811.485840
	Iteration 29Q: 3 clusters Score -1581562 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1581574.375000 Penalty: 4811.485840
	Iteration 30Q: 3 clusters Score -1581574 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1581580.750000 Penalty: 4811.485840
	Iteration 31Q: 3 clusters Score -1581581 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1581590.125000 Penalty: 4811.485840
	Iteration 32Q: 3 clusters Score -1581590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1581608.000000 Penalty: 4811.485840
	Iteration 33Q: 3 clusters Score -1581608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1581628.375000 Penalty: 4811.485840
	Iteration 34Q: 3 clusters Score -1581628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1581637.250000 Penalty: 4811.485840
	Iteration 35Q: 3 clusters Score -1581637 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1581651.250000 Penalty: 4811.485840
	Iteration 36Q: 3 clusters Score -1581651 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1581668.500000 Penalty: 4811.485840
	Iteration 37Q: 3 clusters Score -1581668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1581674.125000 Penalty: 4811.485840
	Iteration 38Q: 3 clusters Score -1581674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1581686.500000 Penalty: 4811.485840
	Iteration 39Q: 3 clusters Score -1581686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1581702.250000 Penalty: 4811.485840
	Iteration 40F: 3 clusters Score -1581702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1581715.625000 Penalty: 4811.485840
	Iteration 41Q: 3 clusters Score -1581716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1581723.000000 Penalty: 4811.485840
	Iteration 42Q: 3 clusters Score -1581723 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1581738.750000 Penalty: 4811.485840
	Iteration 43Q: 3 clusters Score -1581739 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1581758.250000 Penalty: 4811.485840
	Iteration 44Q: 3 clusters Score -1581758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1581768.125000 Penalty: 4811.485840
	Iteration 45Q: 3 clusters Score -1581768 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1581785.375000 Penalty: 4811.485840
	Iteration 46Q: 3 clusters Score -1581785 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1581808.875000 Penalty: 4811.485840
	Iteration 47Q: 3 clusters Score -1581809 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1581825.750000 Penalty: 4811.485840
	Iteration 48Q: 3 clusters Score -1581826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1581850.875000 Penalty: 4811.485840
	Iteration 49Q: 3 clusters Score -1581851 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1581873.875000 Penalty: 4811.485840
	Iteration 50Q: 3 clusters Score -1581874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1581908.250000 Penalty: 4811.485840
	Iteration 51Q: 3 clusters Score -1581908 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1581939.750000 Penalty: 4811.485840
	Iteration 52Q: 3 clusters Score -1581940 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1581981.000000 Penalty: 4811.485840
	Iteration 53Q: 3 clusters Score -1581981 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1582016.625000 Penalty: 4811.485840
	Iteration 54Q: 3 clusters Score -1582017 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1582072.500000 Penalty: 4811.485840
	Iteration 55Q: 3 clusters Score -1582072 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1582140.250000 Penalty: 4811.485840
	Iteration 56Q: 3 clusters Score -1582140 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1582197.250000 Penalty: 4811.485840
	Iteration 57Q: 3 clusters Score -1582197 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1582270.125000 Penalty: 4811.485840
	Iteration 58Q: 3 clusters Score -1582270 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1582337.875000 Penalty: 4811.485840
	Iteration 59Q: 3 clusters Score -1582338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1582398.625000 Penalty: 4811.485840
	Iteration 60F: 3 clusters Score -1582399 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1582432.250000 Penalty: 4811.485840
	Iteration 61Q: 3 clusters Score -1582432 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1582476.500000 Penalty: 4811.485840
	Iteration 62Q: 3 clusters Score -1582476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1582515.125000 Penalty: 4811.485840
	Iteration 63Q: 3 clusters Score -1582515 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1582556.625000 Penalty: 4811.485840
	Iteration 64Q: 3 clusters Score -1582557 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1582595.250000 Penalty: 4811.485840
	Iteration 65Q: 3 clusters Score -1582595 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1582639.000000 Penalty: 4811.485840
	Iteration 66Q: 3 clusters Score -1582639 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1582681.125000 Penalty: 4811.485840
	Iteration 67Q: 3 clusters Score -1582681 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1582713.875000 Penalty: 4811.485840
	Iteration 68Q: 3 clusters Score -1582714 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1582758.625000 Penalty: 4811.485840
	Iteration 69Q: 3 clusters Score -1582759 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1582800.750000 Penalty: 4811.485840
	Iteration 70Q: 3 clusters Score -1582801 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1582831.625000 Penalty: 4811.485840
	Iteration 71Q: 3 clusters Score -1582832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1582852.375000 Penalty: 4811.485840
	Iteration 72Q: 3 clusters Score -1582852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1582869.750000 Penalty: 4811.485840
	Iteration 73Q: 3 clusters Score -1582870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1582882.500000 Penalty: 4811.485840
	Iteration 74Q: 3 clusters Score -1582882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1582893.875000 Penalty: 4811.485840
	Iteration 75Q: 3 clusters Score -1582894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1582898.875000 Penalty: 4811.485840
	Iteration 76Q: 3 clusters Score -1582899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1582905.500000 Penalty: 4811.485840
	Iteration 77Q: 3 clusters Score -1582906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1582909.375000 Penalty: 4811.485840
	Iteration 78Q: 3 clusters Score -1582909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1582912.750000 Penalty: 4811.485840
	Iteration 79Q: 3 clusters Score -1582913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1582910.125000 Penalty: 4811.485840
	Iteration 80F: 3 clusters Score -1582910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1582911.375000 Penalty: 4811.485840
	Iteration 81Q: 3 clusters Score -1582911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1582914.000000 Penalty: 4811.485840
	Iteration 82Q: 3 clusters Score -1582914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1582918.375000 Penalty: 4811.485840
	Iteration 83Q: 3 clusters Score -1582918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1582920.500000 Penalty: 4811.485840
	Iteration 84Q: 3 clusters Score -1582920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1582920.000000 Penalty: 4811.485840
	Iteration 85Q: 3 clusters Score -1582920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1582918.125000 Penalty: 4811.485840
	Iteration 86Q: 3 clusters Score -1582918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1582918.125000 Penalty: 4811.485840
	Iteration 87F: 3 clusters Score -1582918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Entering Unmasked Estep 
Score: -903655.125000 Penalty: 2258.530518
	Iteration 0F: 2 clusters Score -903655.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -896647.562500 Penalty: 4517.061035
	Iteration 0F: 3 clusters Score -896647.6 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -898590.437500 Penalty: 4517.061035
	Iteration 1F: 3 clusters Score -898590.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -898851.937500 Penalty: 4517.061035
	Iteration 2F: 3 clusters Score -898851.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -899051.375000 Penalty: 4517.061035
	Iteration 3Q: 3 clusters Score -899051.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -899223.000000 Penalty: 4517.061035
	Iteration 4Q: 3 clusters Score -899223 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -899400.250000 Penalty: 4517.061035
	Iteration 5Q: 3 clusters Score -899400.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -899559.062500 Penalty: 4517.061035
	Iteration 6Q: 3 clusters Score -899559.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -899718.937500 Penalty: 4517.061035
	Iteration 7Q: 3 clusters Score -899718.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -899887.125000 Penalty: 4517.061035
	Iteration 8Q: 3 clusters Score -899887.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -900067.750000 Penalty: 4517.061035
	Iteration 9Q: 3 clusters Score -900067.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -900264.125000 Penalty: 4517.061035
	Iteration 10Q: 3 clusters Score -900264.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -900459.312500 Penalty: 4517.061035
	Iteration 11Q: 3 clusters Score -900459.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -900682.687500 Penalty: 4517.061035
	Iteration 12Q: 3 clusters Score -900682.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -900921.937500 Penalty: 4517.061035
	Iteration 13Q: 3 clusters Score -900921.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -901153.187500 Penalty: 4517.061035
	Iteration 14Q: 3 clusters Score -901153.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -901364.312500 Penalty: 4517.061035
	Iteration 15Q: 3 clusters Score -901364.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -901515.125000 Penalty: 4517.061035
	Iteration 16Q: 3 clusters Score -901515.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -901617.312500 Penalty: 4517.061035
	Iteration 17Q: 3 clusters Score -901617.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -901693.062500 Penalty: 4517.061035
	Iteration 18Q: 3 clusters Score -901693.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -901750.125000 Penalty: 4517.061035
	Iteration 19Q: 3 clusters Score -901750.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -901803.375000 Penalty: 4517.061035
	Iteration 20F: 3 clusters Score -901803.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -901830.500000 Penalty: 4517.061035
	Iteration 21Q: 3 clusters Score -901830.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -901853.625000 Penalty: 4517.061035
	Iteration 22Q: 3 clusters Score -901853.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -901875.687500 Penalty: 4517.061035
	Iteration 23Q: 3 clusters Score -901875.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -901889.312500 Penalty: 4517.061035
	Iteration 24Q: 3 clusters Score -901889.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -901898.250000 Penalty: 4517.061035
	Iteration 25Q: 3 clusters Score -901898.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -901905.125000 Penalty: 4517.061035
	Iteration 26Q: 3 clusters Score -901905.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -901912.250000 Penalty: 4517.061035
	Iteration 27Q: 3 clusters Score -901912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -901914.562500 Penalty: 4517.061035
	Iteration 28Q: 3 clusters Score -901914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -901919.812500 Penalty: 4517.061035
	Iteration 29Q: 3 clusters Score -901919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -901920.937500 Penalty: 4517.061035
	Iteration 30Q: 3 clusters Score -901920.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -901926.250000 Penalty: 4517.061035
	Iteration 31Q: 3 clusters Score -901926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -901929.375000 Penalty: 4517.061035
	Iteration 32Q: 3 clusters Score -901929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -901933.250000 Penalty: 4517.061035
	Iteration 33Q: 3 clusters Score -901933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -901932.750000 Penalty: 4517.061035
	Iteration 34Q: 3 clusters Score -901932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -901934.500000 Penalty: 4517.061035
	Iteration 35Q: 3 clusters Score -901934.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -901934.500000 Penalty: 4517.061035
	Iteration 36F: 3 clusters Score -901934.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (98802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98802 members 
Entering Unmasked Estep 
Score: -10112892.000000 Penalty: 2852.216553
	Iteration 0F: 2 clusters Score -1.011289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -10046956.000000 Penalty: 5704.433105
	Iteration 0F: 3 clusters Score -1.004696e+07 nChanged 46534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -10073423.000000 Penalty: 5704.433105
	Iteration 1F: 3 clusters Score -1.007342e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -10074302.000000 Penalty: 5704.433105
	Iteration 2Q: 3 clusters Score -1.00743e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -10075322.000000 Penalty: 5704.433105
	Iteration 3Q: 3 clusters Score -1.007532e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -10076589.000000 Penalty: 5704.433105
	Iteration 4Q: 3 clusters Score -1.007659e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -10078243.000000 Penalty: 5704.433105
	Iteration 5Q: 3 clusters Score -1.007824e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -10080100.000000 Penalty: 5704.433105
	Iteration 6Q: 3 clusters Score -1.00801e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -10082258.000000 Penalty: 5704.433105
	Iteration 7Q: 3 clusters Score -1.008226e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -10084724.000000 Penalty: 5704.433105
	Iteration 8Q: 3 clusters Score -1.008472e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -10087321.000000 Penalty: 5704.433105
	Iteration 9F: 3 clusters Score -1.008732e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -10089840.000000 Penalty: 5704.433105
	Iteration 10Q: 3 clusters Score -1.008984e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -10092069.000000 Penalty: 5704.433105
	Iteration 11Q: 3 clusters Score -1.009207e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -10094037.000000 Penalty: 5704.433105
	Iteration 12Q: 3 clusters Score -1.009404e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67296 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -10095744.000000 Penalty: 5704.433105
	Iteration 13Q: 3 clusters Score -1.009574e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -10097147.000000 Penalty: 5704.433105
	Iteration 14Q: 3 clusters Score -1.009715e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -10098642.000000 Penalty: 5704.433105
	Iteration 15Q: 3 clusters Score -1.009864e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76188 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -10100052.000000 Penalty: 5704.433105
	Iteration 16Q: 3 clusters Score -1.010005e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79181 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -10101420.000000 Penalty: 5704.433105
	Iteration 17Q: 3 clusters Score -1.010142e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -10102803.000000 Penalty: 5704.433105
	Iteration 18Q: 3 clusters Score -1.01028e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -10104048.000000 Penalty: 5704.433105
	Iteration 19Q: 3 clusters Score -1.010405e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87079 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -10105289.000000 Penalty: 5704.433105
	Iteration 20F: 3 clusters Score -1.010529e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89238 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -10106506.000000 Penalty: 5704.433105
	Iteration 21Q: 3 clusters Score -1.010651e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -10107390.000000 Penalty: 5704.433105
	Iteration 22Q: 3 clusters Score -1.010739e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -10108203.000000 Penalty: 5704.433105
	Iteration 23Q: 3 clusters Score -1.01082e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93801 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -10108761.000000 Penalty: 5704.433105
	Iteration 24Q: 3 clusters Score -1.010876e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94663 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -10109201.000000 Penalty: 5704.433105
	Iteration 25Q: 3 clusters Score -1.01092e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95344 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -10109567.000000 Penalty: 5704.433105
	Iteration 26Q: 3 clusters Score -1.010957e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -10109825.000000 Penalty: 5704.433105
	Iteration 27Q: 3 clusters Score -1.010982e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96256 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -10110056.000000 Penalty: 5704.433105
	Iteration 28Q: 3 clusters Score -1.011006e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96526 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -10110176.000000 Penalty: 5704.433105
	Iteration 29Q: 3 clusters Score -1.011018e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96727 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -10110268.000000 Penalty: 5704.433105
	Iteration 30Q: 3 clusters Score -1.011027e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96895 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -10110361.000000 Penalty: 5704.433105
	Iteration 31Q: 3 clusters Score -1.011036e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97013 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -10110433.000000 Penalty: 5704.433105
	Iteration 32Q: 3 clusters Score -1.011043e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97111 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -10110465.000000 Penalty: 5704.433105
	Iteration 33Q: 3 clusters Score -1.011046e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97197 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -10110513.000000 Penalty: 5704.433105
	Iteration 34Q: 3 clusters Score -1.011051e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -10110543.000000 Penalty: 5704.433105
	Iteration 35Q: 3 clusters Score -1.011054e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97291 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -10110563.000000 Penalty: 5704.433105
	Iteration 36Q: 3 clusters Score -1.011056e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97318 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -10110593.000000 Penalty: 5704.433105
	Iteration 37Q: 3 clusters Score -1.011059e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97343 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -10110598.000000 Penalty: 5704.433105
	Iteration 38Q: 3 clusters Score -1.01106e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -10110612.000000 Penalty: 5704.433105
	Iteration 39Q: 3 clusters Score -1.011061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97381 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -10110612.000000 Penalty: 5704.433105
	Iteration 40F: 3 clusters Score -1.011061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97393 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -10110609.000000 Penalty: 5704.433105
	Iteration 41Q: 3 clusters Score -1.011061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10110615.000000 Penalty: 5704.433105
	Iteration 42Q: 3 clusters Score -1.011062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -10110623.000000 Penalty: 5704.433105
	Iteration 43Q: 3 clusters Score -1.011062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -10110633.000000 Penalty: 5704.433105
	Iteration 44Q: 3 clusters Score -1.011063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97446 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -10110635.000000 Penalty: 5704.433105
	Iteration 45Q: 3 clusters Score -1.011064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -10110625.000000 Penalty: 5704.433105
	Iteration 46Q: 3 clusters Score -1.011062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -10110646.000000 Penalty: 5704.433105
	Iteration 47Q: 3 clusters Score -1.011065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97473 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -10110646.000000 Penalty: 5704.433105
	Iteration 48Q: 3 clusters Score -1.011065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97486 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -10110651.000000 Penalty: 5704.433105
	Iteration 49Q: 3 clusters Score -1.011065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97500 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -10110660.000000 Penalty: 5704.433105
	Iteration 50Q: 3 clusters Score -1.011066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97507 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10110659.000000 Penalty: 5704.433105
	Iteration 51Q: 3 clusters Score -1.011066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97507 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10110664.000000 Penalty: 5704.433105
	Iteration 52Q: 3 clusters Score -1.011066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97507 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10110670.000000 Penalty: 5704.433105
	Iteration 53Q: 3 clusters Score -1.011067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97508 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -10110675.000000 Penalty: 5704.433105
	Iteration 54Q: 3 clusters Score -1.011068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -10110675.000000 Penalty: 5704.433105
	Iteration 55Q: 3 clusters Score -1.011068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -10110675.000000 Penalty: 5704.433105
	Iteration 56F: 3 clusters Score -1.011068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (280117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280117 members 
Entering Unmasked Estep 
Score: -28046972.000000 Penalty: 3110.654785
	Iteration 0F: 2 clusters Score -2.804697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140041 members 
Mstep: Class 2 contains 140076 members 
Entering Unmasked Estep 
Score: -27869688.000000 Penalty: 6221.309570
	Iteration 0F: 3 clusters Score -2.786969e+07 nChanged 135136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135837 members 
Mstep: Class 2 contains 144280 members 
Entering Unmasked Estep 
Score: -27949916.000000 Penalty: 6221.309570
	Iteration 1F: 3 clusters Score -2.794992e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133293 members 
Mstep: Class 2 contains 146824 members 
Entering Unmasked Estep 
Score: -27951552.000000 Penalty: 6221.309570
	Iteration 2Q: 3 clusters Score -2.795155e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129233 members 
Mstep: Class 2 contains 150884 members 
Entering Unmasked Estep 
Score: -27954544.000000 Penalty: 6221.309570
	Iteration 3Q: 3 clusters Score -2.795454e+07 nChanged 12076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123105 members 
Mstep: Class 2 contains 157012 members 
Entering Unmasked Estep 
Score: -27958958.000000 Penalty: 6221.309570
	Iteration 4Q: 3 clusters Score -2.795896e+07 nChanged 15138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 165820 members 
Entering Unmasked Estep 
Score: -27966486.000000 Penalty: 6221.309570
	Iteration 5F: 3 clusters Score -2.796649e+07 nChanged 17900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102331 members 
Mstep: Class 2 contains 177786 members 
Entering Unmasked Estep 
Score: -27975950.000000 Penalty: 6221.309570
	Iteration 6F: 3 clusters Score -2.797595e+07 nChanged 19358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 192298 members 
Entering Unmasked Estep 
Score: -27986170.000000 Penalty: 6221.309570
	Iteration 7F: 3 clusters Score -2.798617e+07 nChanged 18882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 208202 members 
Entering Unmasked Estep 
Score: -27996300.000000 Penalty: 6221.309570
	Iteration 8F: 3 clusters Score -2.79963e+07 nChanged 16879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 223755 members 
Entering Unmasked Estep 
Score: -28005258.000000 Penalty: 6221.309570
	Iteration 9F: 3 clusters Score -2.800526e+07 nChanged 14492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 237867 members 
Entering Unmasked Estep 
Score: -28013936.000000 Penalty: 6221.309570
	Iteration 10F: 3 clusters Score -2.801394e+07 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 249948 members 
Entering Unmasked Estep 
Score: -28022362.000000 Penalty: 6221.309570
	Iteration 11Q: 3 clusters Score -2.802236e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 259279 members 
Entering Unmasked Estep 
Score: -28029254.000000 Penalty: 6221.309570
	Iteration 12Q: 3 clusters Score -2.802925e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 265936 members 
Entering Unmasked Estep 
Score: -28034252.000000 Penalty: 6221.309570
	Iteration 13Q: 3 clusters Score -2.803425e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 270226 members 
Entering Unmasked Estep 
Score: -28037728.000000 Penalty: 6221.309570
	Iteration 14Q: 3 clusters Score -2.803773e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 272952 members 
Entering Unmasked Estep 
Score: -28040254.000000 Penalty: 6221.309570
	Iteration 15Q: 3 clusters Score -2.804025e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 274569 members 
Entering Unmasked Estep 
Score: -28041702.000000 Penalty: 6221.309570
	Iteration 16Q: 3 clusters Score -2.80417e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 275517 members 
Entering Unmasked Estep 
Score: -28042554.000000 Penalty: 6221.309570
	Iteration 17Q: 3 clusters Score -2.804255e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 276062 members 
Entering Unmasked Estep 
Score: -28043104.000000 Penalty: 6221.309570
	Iteration 18Q: 3 clusters Score -2.80431e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 276492 members 
Entering Unmasked Estep 
Score: -28043544.000000 Penalty: 6221.309570
	Iteration 19Q: 3 clusters Score -2.804354e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 276777 members 
Entering Unmasked Estep 
Score: -28043810.000000 Penalty: 6221.309570
	Iteration 20F: 3 clusters Score -2.804381e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 276991 members 
Entering Unmasked Estep 
Score: -28044052.000000 Penalty: 6221.309570
	Iteration 21Q: 3 clusters Score -2.804405e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 277156 members 
Entering Unmasked Estep 
Score: -28044162.000000 Penalty: 6221.309570
	Iteration 22Q: 3 clusters Score -2.804416e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 277304 members 
Entering Unmasked Estep 
Score: -28044298.000000 Penalty: 6221.309570
	Iteration 23Q: 3 clusters Score -2.80443e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 277420 members 
Entering Unmasked Estep 
Score: -28044384.000000 Penalty: 6221.309570
	Iteration 24Q: 3 clusters Score -2.804438e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 277511 members 
Entering Unmasked Estep 
Score: -28044418.000000 Penalty: 6221.309570
	Iteration 25Q: 3 clusters Score -2.804442e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 277579 members 
Entering Unmasked Estep 
Score: -28044444.000000 Penalty: 6221.309570
	Iteration 26Q: 3 clusters Score -2.804444e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 277641 members 
Entering Unmasked Estep 
Score: -28044434.000000 Penalty: 6221.309570
	Iteration 27Q: 3 clusters Score -2.804443e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 277704 members 
Entering Unmasked Estep 
Score: -28044474.000000 Penalty: 6221.309570
	Iteration 28Q: 3 clusters Score -2.804447e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 277753 members 
Entering Unmasked Estep 
Score: -28044482.000000 Penalty: 6221.309570
	Iteration 29Q: 3 clusters Score -2.804448e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 277789 members 
Entering Unmasked Estep 
Score: -28044496.000000 Penalty: 6221.309570
	Iteration 30Q: 3 clusters Score -2.80445e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 277812 members 
Entering Unmasked Estep 
Score: -28044510.000000 Penalty: 6221.309570
	Iteration 31Q: 3 clusters Score -2.804451e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 277836 members 
Entering Unmasked Estep 
Score: -28044522.000000 Penalty: 6221.309570
	Iteration 32Q: 3 clusters Score -2.804452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 277850 members 
Entering Unmasked Estep 
Score: -28044524.000000 Penalty: 6221.309570
	Iteration 33Q: 3 clusters Score -2.804452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 277863 members 
Entering Unmasked Estep 
Score: -28044534.000000 Penalty: 6221.309570
	Iteration 34Q: 3 clusters Score -2.804453e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 277885 members 
Entering Unmasked Estep 
Score: -28044546.000000 Penalty: 6221.309570
	Iteration 35Q: 3 clusters Score -2.804455e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 277905 members 
Entering Unmasked Estep 
Score: -28044550.000000 Penalty: 6221.309570
	Iteration 36Q: 3 clusters Score -2.804455e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 277936 members 
Entering Unmasked Estep 
Score: -28044534.000000 Penalty: 6221.309570
	Iteration 37Q: 3 clusters Score -2.804453e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 277975 members 
Entering Unmasked Estep 
Score: -28044528.000000 Penalty: 6221.309570
	Iteration 38Q: 3 clusters Score -2.804453e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 278004 members 
Entering Unmasked Estep 
Score: -28044532.000000 Penalty: 6221.309570
	Iteration 39Q: 3 clusters Score -2.804453e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 278031 members 
Entering Unmasked Estep 
Score: -28044576.000000 Penalty: 6221.309570
	Iteration 40F: 3 clusters Score -2.804458e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 278049 members 
Entering Unmasked Estep 
Score: -28044588.000000 Penalty: 6221.309570
	Iteration 41Q: 3 clusters Score -2.804459e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 278076 members 
Entering Unmasked Estep 
Score: -28044602.000000 Penalty: 6221.309570
	Iteration 42Q: 3 clusters Score -2.80446e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 278104 members 
Entering Unmasked Estep 
Score: -28044636.000000 Penalty: 6221.309570
	Iteration 43Q: 3 clusters Score -2.804464e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 278133 members 
Entering Unmasked Estep 
Score: -28044666.000000 Penalty: 6221.309570
	Iteration 44Q: 3 clusters Score -2.804467e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 278157 members 
Entering Unmasked Estep 
Score: -28044700.000000 Penalty: 6221.309570
	Iteration 45Q: 3 clusters Score -2.80447e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 278174 members 
Entering Unmasked Estep 
Score: -28044692.000000 Penalty: 6221.309570
	Iteration 46Q: 3 clusters Score -2.804469e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 278188 members 
Entering Unmasked Estep 
Score: -28044690.000000 Penalty: 6221.309570
	Iteration 47Q: 3 clusters Score -2.804469e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 278200 members 
Entering Unmasked Estep 
Score: -28044702.000000 Penalty: 6221.309570
	Iteration 48Q: 3 clusters Score -2.80447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 278210 members 
Entering Unmasked Estep 
Score: -28044712.000000 Penalty: 6221.309570
	Iteration 49Q: 3 clusters Score -2.804471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 278219 members 
Entering Unmasked Estep 
Score: -28044730.000000 Penalty: 6221.309570
	Iteration 50Q: 3 clusters Score -2.804473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 278226 members 
Entering Unmasked Estep 
Score: -28044734.000000 Penalty: 6221.309570
	Iteration 51Q: 3 clusters Score -2.804473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 278230 members 
Entering Unmasked Estep 
Score: -28044744.000000 Penalty: 6221.309570
	Iteration 52Q: 3 clusters Score -2.804474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 278235 members 
Entering Unmasked Estep 
Score: -28044742.000000 Penalty: 6221.309570
	Iteration 53Q: 3 clusters Score -2.804474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 278243 members 
Entering Unmasked Estep 
Score: -28044744.000000 Penalty: 6221.309570
	Iteration 54Q: 3 clusters Score -2.804474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 278252 members 
Entering Unmasked Estep 
Score: -28044744.000000 Penalty: 6221.309570
	Iteration 55Q: 3 clusters Score -2.804474e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 278258 members 
Entering Unmasked Estep 
Score: -28044736.000000 Penalty: 6221.309570
	Iteration 56Q: 3 clusters Score -2.804474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 278260 members 
Entering Unmasked Estep 
Score: -28044732.000000 Penalty: 6221.309570
	Iteration 57Q: 3 clusters Score -2.804473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 278266 members 
Entering Unmasked Estep 
Score: -28044756.000000 Penalty: 6221.309570
	Iteration 58Q: 3 clusters Score -2.804476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 278270 members 
Entering Unmasked Estep 
Score: -28044778.000000 Penalty: 6221.309570
	Iteration 59Q: 3 clusters Score -2.804478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 278275 members 
Entering Unmasked Estep 
Score: -28044770.000000 Penalty: 6221.309570
	Iteration 60F: 3 clusters Score -2.804477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 278278 members 
Entering Unmasked Estep 
Score: -28044796.000000 Penalty: 6221.309570
	Iteration 61Q: 3 clusters Score -2.80448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 278281 members 
Entering Unmasked Estep 
Score: -28044784.000000 Penalty: 6221.309570
	Iteration 62Q: 3 clusters Score -2.804478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 278284 members 
Entering Unmasked Estep 
Score: -28044786.000000 Penalty: 6221.309570
	Iteration 63Q: 3 clusters Score -2.804479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 278284 members 
Entering Unmasked Estep 
Score: -28044784.000000 Penalty: 6221.309570
	Iteration 64Q: 3 clusters Score -2.804478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 278286 members 
Entering Unmasked Estep 
Score: -28044802.000000 Penalty: 6221.309570
	Iteration 65Q: 3 clusters Score -2.80448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 278289 members 
Entering Unmasked Estep 
Score: -28044782.000000 Penalty: 6221.309570
	Iteration 66Q: 3 clusters Score -2.804478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 278289 members 
Entering Unmasked Estep 
Score: -28044782.000000 Penalty: 6221.309570
	Iteration 67F: 3 clusters Score -2.804478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Entering Unmasked Estep 
Score: -496321.531250 Penalty: 2121.656738
	Iteration 0F: 2 clusters Score -496321.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -491690.843750 Penalty: 4243.313477
	Iteration 0F: 3 clusters Score -491690.8 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -492857.343750 Penalty: 4243.313477
	Iteration 1F: 3 clusters Score -492857.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -493183.031250 Penalty: 4243.313477
	Iteration 2F: 3 clusters Score -493183 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -493430.343750 Penalty: 4243.313477
	Iteration 3F: 3 clusters Score -493430.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -493635.468750 Penalty: 4243.313477
	Iteration 4F: 3 clusters Score -493635.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -493804.593750 Penalty: 4243.313477
	Iteration 5Q: 3 clusters Score -493804.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -493944.968750 Penalty: 4243.313477
	Iteration 6Q: 3 clusters Score -493945 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -494061.656250 Penalty: 4243.313477
	Iteration 7Q: 3 clusters Score -494061.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -494163.625000 Penalty: 4243.313477
	Iteration 8Q: 3 clusters Score -494163.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -494252.062500 Penalty: 4243.313477
	Iteration 9Q: 3 clusters Score -494252.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -494327.875000 Penalty: 4243.313477
	Iteration 10Q: 3 clusters Score -494327.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -494404.625000 Penalty: 4243.313477
	Iteration 11Q: 3 clusters Score -494404.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -494470.218750 Penalty: 4243.313477
	Iteration 12Q: 3 clusters Score -494470.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -494524.000000 Penalty: 4243.313477
	Iteration 13Q: 3 clusters Score -494524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -494565.156250 Penalty: 4243.313477
	Iteration 14Q: 3 clusters Score -494565.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -494598.593750 Penalty: 4243.313477
	Iteration 15Q: 3 clusters Score -494598.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -494622.843750 Penalty: 4243.313477
	Iteration 16Q: 3 clusters Score -494622.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -494638.937500 Penalty: 4243.313477
	Iteration 17Q: 3 clusters Score -494638.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -494646.281250 Penalty: 4243.313477
	Iteration 18Q: 3 clusters Score -494646.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -494650.906250 Penalty: 4243.313477
	Iteration 19Q: 3 clusters Score -494650.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -494655.781250 Penalty: 4243.313477
	Iteration 20F: 3 clusters Score -494655.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -494659.562500 Penalty: 4243.313477
	Iteration 21Q: 3 clusters Score -494659.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -494661.625000 Penalty: 4243.313477
	Iteration 22Q: 3 clusters Score -494661.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -494664.968750 Penalty: 4243.313477
	Iteration 23Q: 3 clusters Score -494665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -494667.531250 Penalty: 4243.313477
	Iteration 24Q: 3 clusters Score -494667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -494668.843750 Penalty: 4243.313477
	Iteration 25Q: 3 clusters Score -494668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -494670.562500 Penalty: 4243.313477
	Iteration 26Q: 3 clusters Score -494670.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -494670.562500 Penalty: 4243.313477
	Iteration 27F: 3 clusters Score -494670.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Entering Unmasked Estep 
Score: -784613.937500 Penalty: 2220.342285
	Iteration 0F: 2 clusters Score -784613.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -778396.687500 Penalty: 4440.684570
	Iteration 0F: 3 clusters Score -778396.7 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -779985.312500 Penalty: 4440.684570
	Iteration 1F: 3 clusters Score -779985.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -780227.187500 Penalty: 4440.684570
	Iteration 2F: 3 clusters Score -780227.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -780390.937500 Penalty: 4440.684570
	Iteration 3Q: 3 clusters Score -780390.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -780509.500000 Penalty: 4440.684570
	Iteration 4Q: 3 clusters Score -780509.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -780601.125000 Penalty: 4440.684570
	Iteration 5Q: 3 clusters Score -780601.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -780681.000000 Penalty: 4440.684570
	Iteration 6Q: 3 clusters Score -780681 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -780762.437500 Penalty: 4440.684570
	Iteration 7Q: 3 clusters Score -780762.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -780859.062500 Penalty: 4440.684570
	Iteration 8Q: 3 clusters Score -780859.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -780978.750000 Penalty: 4440.684570
	Iteration 9Q: 3 clusters Score -780978.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -781106.812500 Penalty: 4440.684570
	Iteration 10Q: 3 clusters Score -781106.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -781258.625000 Penalty: 4440.684570
	Iteration 11Q: 3 clusters Score -781258.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -781437.500000 Penalty: 4440.684570
	Iteration 12Q: 3 clusters Score -781437.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -781622.500000 Penalty: 4440.684570
	Iteration 13Q: 3 clusters Score -781622.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -781820.937500 Penalty: 4440.684570
	Iteration 14Q: 3 clusters Score -781820.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -782021.562500 Penalty: 4440.684570
	Iteration 15Q: 3 clusters Score -782021.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -782191.125000 Penalty: 4440.684570
	Iteration 16Q: 3 clusters Score -782191.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -782331.187500 Penalty: 4440.684570
	Iteration 17Q: 3 clusters Score -782331.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -782442.562500 Penalty: 4440.684570
	Iteration 18Q: 3 clusters Score -782442.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -782525.750000 Penalty: 4440.684570
	Iteration 19Q: 3 clusters Score -782525.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -782594.437500 Penalty: 4440.684570
	Iteration 20F: 3 clusters Score -782594.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -782651.187500 Penalty: 4440.684570
	Iteration 21Q: 3 clusters Score -782651.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -782693.562500 Penalty: 4440.684570
	Iteration 22Q: 3 clusters Score -782693.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -782716.062500 Penalty: 4440.684570
	Iteration 23Q: 3 clusters Score -782716.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -782741.500000 Penalty: 4440.684570
	Iteration 24Q: 3 clusters Score -782741.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -782758.250000 Penalty: 4440.684570
	Iteration 25Q: 3 clusters Score -782758.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -782769.812500 Penalty: 4440.684570
	Iteration 26Q: 3 clusters Score -782769.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -782783.750000 Penalty: 4440.684570
	Iteration 27Q: 3 clusters Score -782783.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -782793.187500 Penalty: 4440.684570
	Iteration 28Q: 3 clusters Score -782793.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -782799.187500 Penalty: 4440.684570
	Iteration 29Q: 3 clusters Score -782799.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -782803.937500 Penalty: 4440.684570
	Iteration 30Q: 3 clusters Score -782803.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -782809.562500 Penalty: 4440.684570
	Iteration 31Q: 3 clusters Score -782809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -782813.937500 Penalty: 4440.684570
	Iteration 32Q: 3 clusters Score -782813.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -782818.625000 Penalty: 4440.684570
	Iteration 33Q: 3 clusters Score -782818.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -782822.375000 Penalty: 4440.684570
	Iteration 34Q: 3 clusters Score -782822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -782826.375000 Penalty: 4440.684570
	Iteration 35Q: 3 clusters Score -782826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -782829.875000 Penalty: 4440.684570
	Iteration 36Q: 3 clusters Score -782829.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -782831.562500 Penalty: 4440.684570
	Iteration 37Q: 3 clusters Score -782831.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -782832.875000 Penalty: 4440.684570
	Iteration 38Q: 3 clusters Score -782832.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -782832.875000 Penalty: 4440.684570
	Iteration 39F: 3 clusters Score -782832.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -191639.359375 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -191639.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -188990.750000 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -188990.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -189514.312500 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -189514.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -189706.875000 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -189706.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -189877.203125 Penalty: 3772.768311
	Iteration 3F: 3 clusters Score -189877.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -190028.890625 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -190028.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -190187.859375 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -190187.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -190333.718750 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -190333.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -190427.656250 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -190427.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -190487.406250 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -190487.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -190532.250000 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -190532.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -190556.921875 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -190556.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -190580.250000 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -190580.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -190599.671875 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -190599.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -190613.093750 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -190613.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -190620.031250 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -190620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -190625.937500 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -190625.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -190631.484375 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -190631.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -190637.500000 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -190637.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -190640.953125 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -190641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -190644.796875 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -190644.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -190647.250000 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -190647.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -190653.171875 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -190653.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -190656.828125 Penalty: 3772.768311
	Iteration 22Q: 3 clusters Score -190656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -190658.671875 Penalty: 3772.768311
	Iteration 23Q: 3 clusters Score -190658.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -190660.390625 Penalty: 3772.768311
	Iteration 24Q: 3 clusters Score -190660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -190661.437500 Penalty: 3772.768311
	Iteration 25Q: 3 clusters Score -190661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -190664.546875 Penalty: 3772.768311
	Iteration 26Q: 3 clusters Score -190664.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -190667.000000 Penalty: 3772.768311
	Iteration 27Q: 3 clusters Score -190667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -190671.406250 Penalty: 3772.768311
	Iteration 28Q: 3 clusters Score -190671.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -190679.343750 Penalty: 3772.768311
	Iteration 29Q: 3 clusters Score -190679.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -190683.046875 Penalty: 3772.768311
	Iteration 30Q: 3 clusters Score -190683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -190685.640625 Penalty: 3772.768311
	Iteration 31Q: 3 clusters Score -190685.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -190691.140625 Penalty: 3772.768311
	Iteration 32Q: 3 clusters Score -190691.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -190699.046875 Penalty: 3772.768311
	Iteration 33Q: 3 clusters Score -190699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -190706.562500 Penalty: 3772.768311
	Iteration 34Q: 3 clusters Score -190706.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -190713.765625 Penalty: 3772.768311
	Iteration 35Q: 3 clusters Score -190713.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -190718.500000 Penalty: 3772.768311
	Iteration 36Q: 3 clusters Score -190718.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -190722.750000 Penalty: 3772.768311
	Iteration 37Q: 3 clusters Score -190722.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -190725.687500 Penalty: 3772.768311
	Iteration 38Q: 3 clusters Score -190725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -190727.046875 Penalty: 3772.768311
	Iteration 39Q: 3 clusters Score -190727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -190731.421875 Penalty: 3772.768311
	Iteration 40F: 3 clusters Score -190731.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -190737.421875 Penalty: 3772.768311
	Iteration 41Q: 3 clusters Score -190737.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -190742.015625 Penalty: 3772.768311
	Iteration 42Q: 3 clusters Score -190742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -190746.859375 Penalty: 3772.768311
	Iteration 43Q: 3 clusters Score -190746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -190749.625000 Penalty: 3772.768311
	Iteration 44Q: 3 clusters Score -190749.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -190756.265625 Penalty: 3772.768311
	Iteration 45Q: 3 clusters Score -190756.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -190762.250000 Penalty: 3772.768311
	Iteration 46Q: 3 clusters Score -190762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -190767.296875 Penalty: 3772.768311
	Iteration 47Q: 3 clusters Score -190767.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -190771.750000 Penalty: 3772.768311
	Iteration 48Q: 3 clusters Score -190771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -190772.906250 Penalty: 3772.768311
	Iteration 49Q: 3 clusters Score -190772.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -190774.265625 Penalty: 3772.768311
	Iteration 50Q: 3 clusters Score -190774.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -190774.265625 Penalty: 3772.768311
	Iteration 51F: 3 clusters Score -190774.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -283756.093750 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -283756.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -280485.906250 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -280485.9 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -281335.937500 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -281335.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -281695.531250 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -281695.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -281983.062500 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -281983.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -282194.218750 Penalty: 3979.031250
	Iteration 4F: 3 clusters Score -282194.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -282351.687500 Penalty: 3979.031250
	Iteration 5F: 3 clusters Score -282351.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -282452.468750 Penalty: 3979.031250
	Iteration 6Q: 3 clusters Score -282452.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -282518.062500 Penalty: 3979.031250
	Iteration 7Q: 3 clusters Score -282518.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -282577.687500 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -282577.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -282615.812500 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -282615.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -282648.750000 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -282648.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -282671.750000 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -282671.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -282686.468750 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -282686.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -282702.500000 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -282702.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -282722.250000 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -282722.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -282736.812500 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -282736.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -282756.531250 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -282756.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -282785.906250 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -282785.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -282815.812500 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -282815.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -282839.187500 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -282839.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -282863.750000 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -282863.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -282877.687500 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -282877.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -282889.687500 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -282889.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -282898.000000 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -282898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -282921.343750 Penalty: 3979.031250
	Iteration 24Q: 3 clusters Score -282921.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -282937.968750 Penalty: 3979.031250
	Iteration 25Q: 3 clusters Score -282938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -282946.437500 Penalty: 3979.031250
	Iteration 26Q: 3 clusters Score -282946.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -282957.250000 Penalty: 3979.031250
	Iteration 27Q: 3 clusters Score -282957.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -282962.937500 Penalty: 3979.031250
	Iteration 28Q: 3 clusters Score -282962.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -282967.687500 Penalty: 3979.031250
	Iteration 29Q: 3 clusters Score -282967.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -282976.812500 Penalty: 3979.031250
	Iteration 30Q: 3 clusters Score -282976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -282983.500000 Penalty: 3979.031250
	Iteration 31Q: 3 clusters Score -282983.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -282992.093750 Penalty: 3979.031250
	Iteration 32Q: 3 clusters Score -282992.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -283004.562500 Penalty: 3979.031250
	Iteration 33Q: 3 clusters Score -283004.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -283013.031250 Penalty: 3979.031250
	Iteration 34Q: 3 clusters Score -283013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -283030.562500 Penalty: 3979.031250
	Iteration 35Q: 3 clusters Score -283030.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -283047.656250 Penalty: 3979.031250
	Iteration 36Q: 3 clusters Score -283047.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -283083.843750 Penalty: 3979.031250
	Iteration 37Q: 3 clusters Score -283083.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -283115.000000 Penalty: 3979.031250
	Iteration 38Q: 3 clusters Score -283115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -283141.843750 Penalty: 3979.031250
	Iteration 39Q: 3 clusters Score -283141.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -283152.218750 Penalty: 3979.031250
	Iteration 40F: 3 clusters Score -283152.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -283164.125000 Penalty: 3979.031250
	Iteration 41Q: 3 clusters Score -283164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -283170.343750 Penalty: 3979.031250
	Iteration 42Q: 3 clusters Score -283170.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -283176.062500 Penalty: 3979.031250
	Iteration 43Q: 3 clusters Score -283176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -283181.250000 Penalty: 3979.031250
	Iteration 44Q: 3 clusters Score -283181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -283186.593750 Penalty: 3979.031250
	Iteration 45Q: 3 clusters Score -283186.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -283191.312500 Penalty: 3979.031250
	Iteration 46Q: 3 clusters Score -283191.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -283196.187500 Penalty: 3979.031250
	Iteration 47Q: 3 clusters Score -283196.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -283197.937500 Penalty: 3979.031250
	Iteration 48Q: 3 clusters Score -283197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -283199.343750 Penalty: 3979.031250
	Iteration 49Q: 3 clusters Score -283199.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -283199.656250 Penalty: 3979.031250
	Iteration 50Q: 3 clusters Score -283199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -283200.906250 Penalty: 3979.031250
	Iteration 51Q: 3 clusters Score -283200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -283203.156250 Penalty: 3979.031250
	Iteration 52Q: 3 clusters Score -283203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -283204.500000 Penalty: 3979.031250
	Iteration 53Q: 3 clusters Score -283204.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -283207.312500 Penalty: 3979.031250
	Iteration 54Q: 3 clusters Score -283207.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -283207.312500 Penalty: 3979.031250
	Iteration 55F: 3 clusters Score -283207.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (24421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Entering Unmasked Estep 
Score: -2507560.000000 Penalty: 2505.593262
	Iteration 0F: 2 clusters Score -2507560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2490589.250000 Penalty: 5011.186523
	Iteration 0F: 3 clusters Score -2490589 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2496479.500000 Penalty: 5011.186523
	Iteration 1F: 3 clusters Score -2496480 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2496878.000000 Penalty: 5011.186523
	Iteration 2Q: 3 clusters Score -2496878 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2497174.250000 Penalty: 5011.186523
	Iteration 3Q: 3 clusters Score -2497174 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2497450.250000 Penalty: 5011.186523
	Iteration 4Q: 3 clusters Score -2497450 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2497700.500000 Penalty: 5011.186523
	Iteration 5Q: 3 clusters Score -2497700 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2497958.000000 Penalty: 5011.186523
	Iteration 6Q: 3 clusters Score -2497958 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2498285.000000 Penalty: 5011.186523
	Iteration 7Q: 3 clusters Score -2498285 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2498725.250000 Penalty: 5011.186523
	Iteration 8Q: 3 clusters Score -2498725 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2499330.500000 Penalty: 5011.186523
	Iteration 9Q: 3 clusters Score -2499330 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2500143.750000 Penalty: 5011.186523
	Iteration 10F: 3 clusters Score -2500144 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2501089.250000 Penalty: 5011.186523
	Iteration 11F: 3 clusters Score -2501089 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2502083.500000 Penalty: 5011.186523
	Iteration 12F: 3 clusters Score -2502084 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2502900.000000 Penalty: 5011.186523
	Iteration 13Q: 3 clusters Score -2502900 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2503538.750000 Penalty: 5011.186523
	Iteration 14Q: 3 clusters Score -2503539 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2503977.750000 Penalty: 5011.186523
	Iteration 15Q: 3 clusters Score -2503978 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2504353.500000 Penalty: 5011.186523
	Iteration 16Q: 3 clusters Score -2504354 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2504626.750000 Penalty: 5011.186523
	Iteration 17Q: 3 clusters Score -2504627 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -2504819.000000 Penalty: 5011.186523
	Iteration 18Q: 3 clusters Score -2504819 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -2504955.750000 Penalty: 5011.186523
	Iteration 19Q: 3 clusters Score -2504956 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2505072.250000 Penalty: 5011.186523
	Iteration 20F: 3 clusters Score -2505072 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2505161.250000 Penalty: 5011.186523
	Iteration 21Q: 3 clusters Score -2505161 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2505225.000000 Penalty: 5011.186523
	Iteration 22Q: 3 clusters Score -2505225 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2505272.000000 Penalty: 5011.186523
	Iteration 23Q: 3 clusters Score -2505272 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2505324.500000 Penalty: 5011.186523
	Iteration 24Q: 3 clusters Score -2505324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2505357.000000 Penalty: 5011.186523
	Iteration 25Q: 3 clusters Score -2505357 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2505386.250000 Penalty: 5011.186523
	Iteration 26Q: 3 clusters Score -2505386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2505405.750000 Penalty: 5011.186523
	Iteration 27Q: 3 clusters Score -2505406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -2505417.500000 Penalty: 5011.186523
	Iteration 28Q: 3 clusters Score -2505418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -2505431.250000 Penalty: 5011.186523
	Iteration 29Q: 3 clusters Score -2505431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2505443.750000 Penalty: 5011.186523
	Iteration 30Q: 3 clusters Score -2505444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2505451.500000 Penalty: 5011.186523
	Iteration 31Q: 3 clusters Score -2505452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -2505459.500000 Penalty: 5011.186523
	Iteration 32Q: 3 clusters Score -2505460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2505462.250000 Penalty: 5011.186523
	Iteration 33Q: 3 clusters Score -2505462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2505471.000000 Penalty: 5011.186523
	Iteration 34Q: 3 clusters Score -2505471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -2505475.250000 Penalty: 5011.186523
	Iteration 35Q: 3 clusters Score -2505475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -2505473.500000 Penalty: 5011.186523
	Iteration 36Q: 3 clusters Score -2505474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -2505477.000000 Penalty: 5011.186523
	Iteration 37Q: 3 clusters Score -2505477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -2505477.000000 Penalty: 5011.186523
	Iteration 38F: 3 clusters Score -2505477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8500 members 
Mstep: Class 5 contains 65812 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 66439 members 
Mstep: Class 12 contains 43220 members 
Mstep: Class 13 contains 205579 members 
Mstep: Class 14 contains 19808 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80170 members 
Mstep: Class 18 contains 230849 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183770 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16436 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12444 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98802 members 
Mstep: Class 31 contains 280117 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158512.000000 Penalty: 127643.281250
Iteration 359Q: 37 clusters Score -1.571585e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8500 members 
Mstep: Class 5 contains 65811 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 66438 members 
Mstep: Class 12 contains 43221 members 
Mstep: Class 13 contains 205597 members 
Mstep: Class 14 contains 19809 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80172 members 
Mstep: Class 18 contains 230844 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183770 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16434 members 
Mstep: Class 23 contains 37122 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98802 members 
Mstep: Class 31 contains 280110 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158496.000000 Penalty: 127643.281250
Iteration 360F: 37 clusters Score -1.571585e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8500 members 
Mstep: Class 5 contains 65811 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 66437 members 
Mstep: Class 12 contains 43222 members 
Mstep: Class 13 contains 205611 members 
Mstep: Class 14 contains 19812 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80173 members 
Mstep: Class 18 contains 230839 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183767 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16431 members 
Mstep: Class 23 contains 37122 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12443 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98800 members 
Mstep: Class 31 contains 280106 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158416.000000 Penalty: 127643.281250
Iteration 361Q: 37 clusters Score -1.571584e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8500 members 
Mstep: Class 5 contains 65809 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 66440 members 
Mstep: Class 12 contains 43224 members 
Mstep: Class 13 contains 205619 members 
Mstep: Class 14 contains 19815 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80176 members 
Mstep: Class 18 contains 230834 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183769 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16427 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9247 members 
Mstep: Class 26 contains 12443 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98797 members 
Mstep: Class 31 contains 280100 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158432.000000 Penalty: 127643.281250
Iteration 362Q: 37 clusters Score -1.571584e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8499 members 
Mstep: Class 5 contains 65807 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 66441 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 205629 members 
Mstep: Class 14 contains 19821 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80179 members 
Mstep: Class 18 contains 230824 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183770 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16424 members 
Mstep: Class 23 contains 37122 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98797 members 
Mstep: Class 31 contains 280094 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158320.000000 Penalty: 127643.281250
Iteration 363Q: 37 clusters Score -1.571583e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8499 members 
Mstep: Class 5 contains 65807 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 66439 members 
Mstep: Class 12 contains 43226 members 
Mstep: Class 13 contains 205641 members 
Mstep: Class 14 contains 19823 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80182 members 
Mstep: Class 18 contains 230813 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183777 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16418 members 
Mstep: Class 23 contains 37122 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98797 members 
Mstep: Class 31 contains 280089 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158240.000000 Penalty: 127643.281250
Iteration 364Q: 37 clusters Score -1.571582e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8499 members 
Mstep: Class 5 contains 65808 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 66439 members 
Mstep: Class 12 contains 43226 members 
Mstep: Class 13 contains 205652 members 
Mstep: Class 14 contains 19825 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80184 members 
Mstep: Class 18 contains 230804 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183782 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16416 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98796 members 
Mstep: Class 31 contains 280081 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158256.000000 Penalty: 127643.281250
Iteration 365Q: 37 clusters Score -1.571583e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8499 members 
Mstep: Class 5 contains 65807 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 66440 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 205659 members 
Mstep: Class 14 contains 19829 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80186 members 
Mstep: Class 18 contains 230796 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183785 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16415 members 
Mstep: Class 23 contains 37124 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98794 members 
Mstep: Class 31 contains 280073 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158256.000000 Penalty: 127643.281250
Iteration 366Q: 37 clusters Score -1.571583e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8499 members 
Mstep: Class 5 contains 65807 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23856 members 
Mstep: Class 11 contains 66440 members 
Mstep: Class 12 contains 43228 members 
Mstep: Class 13 contains 205670 members 
Mstep: Class 14 contains 19836 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80191 members 
Mstep: Class 18 contains 230784 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183792 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16413 members 
Mstep: Class 23 contains 37124 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 98790 members 
Mstep: Class 31 contains 280061 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158304.000000 Penalty: 127643.281250
Iteration 367Q: 37 clusters Score -1.571583e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8499 members 
Mstep: Class 5 contains 65807 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23854 members 
Mstep: Class 11 contains 66440 members 
Mstep: Class 12 contains 43228 members 
Mstep: Class 13 contains 205683 members 
Mstep: Class 14 contains 19844 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80196 members 
Mstep: Class 18 contains 230777 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183794 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16410 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98789 members 
Mstep: Class 31 contains 280049 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158304.000000 Penalty: 127643.281250
Iteration 368Q: 37 clusters Score -1.571583e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8498 members 
Mstep: Class 5 contains 65806 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23850 members 
Mstep: Class 11 contains 66439 members 
Mstep: Class 12 contains 43229 members 
Mstep: Class 13 contains 205692 members 
Mstep: Class 14 contains 19855 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80201 members 
Mstep: Class 18 contains 230769 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183797 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16409 members 
Mstep: Class 23 contains 37122 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98788 members 
Mstep: Class 31 contains 280039 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158208.000000 Penalty: 127643.281250
Iteration 369Q: 37 clusters Score -1.571582e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8498 members 
Mstep: Class 5 contains 65806 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23848 members 
Mstep: Class 11 contains 66439 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 205707 members 
Mstep: Class 14 contains 19865 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80210 members 
Mstep: Class 18 contains 230750 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183798 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16407 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98789 members 
Mstep: Class 31 contains 280031 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158208.000000 Penalty: 127643.281250
Iteration 370Q: 37 clusters Score -1.571582e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8496 members 
Mstep: Class 5 contains 65806 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23846 members 
Mstep: Class 11 contains 66438 members 
Mstep: Class 12 contains 43223 members 
Mstep: Class 13 contains 205727 members 
Mstep: Class 14 contains 19875 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80214 members 
Mstep: Class 18 contains 230736 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183800 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16408 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98786 members 
Mstep: Class 31 contains 280022 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158208.000000 Penalty: 127643.281250
Iteration 371Q: 37 clusters Score -1.571582e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8497 members 
Mstep: Class 5 contains 65806 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23846 members 
Mstep: Class 11 contains 66436 members 
Mstep: Class 12 contains 43222 members 
Mstep: Class 13 contains 205743 members 
Mstep: Class 14 contains 19879 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80217 members 
Mstep: Class 18 contains 230731 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183803 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16410 members 
Mstep: Class 23 contains 37120 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98781 members 
Mstep: Class 31 contains 280008 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158240.000000 Penalty: 127643.281250
Iteration 372Q: 37 clusters Score -1.571582e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8497 members 
Mstep: Class 5 contains 65803 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23845 members 
Mstep: Class 11 contains 66435 members 
Mstep: Class 12 contains 43222 members 
Mstep: Class 13 contains 205754 members 
Mstep: Class 14 contains 19886 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80221 members 
Mstep: Class 18 contains 230724 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183805 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16411 members 
Mstep: Class 23 contains 37120 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98779 members 
Mstep: Class 31 contains 279994 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158128.000000 Penalty: 127643.281250
Iteration 373Q: 37 clusters Score -1.571581e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8496 members 
Mstep: Class 5 contains 65803 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23844 members 
Mstep: Class 11 contains 66435 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 205764 members 
Mstep: Class 14 contains 19895 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80222 members 
Mstep: Class 18 contains 230719 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183807 members 
Mstep: Class 21 contains 19560 members 
Mstep: Class 22 contains 16409 members 
Mstep: Class 23 contains 37120 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98778 members 
Mstep: Class 31 contains 279978 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158192.000000 Penalty: 127643.281250
Iteration 374Q: 37 clusters Score -1.571582e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8495 members 
Mstep: Class 5 contains 65803 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23841 members 
Mstep: Class 11 contains 66433 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 205780 members 
Mstep: Class 14 contains 19903 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80224 members 
Mstep: Class 18 contains 230712 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183812 members 
Mstep: Class 21 contains 19560 members 
Mstep: Class 22 contains 16407 members 
Mstep: Class 23 contains 37120 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9245 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98778 members 
Mstep: Class 31 contains 279960 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158160.000000 Penalty: 127643.281250
Iteration 375Q: 37 clusters Score -1.571582e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8494 members 
Mstep: Class 5 contains 65803 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23838 members 
Mstep: Class 11 contains 66432 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 205791 members 
Mstep: Class 14 contains 19912 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80226 members 
Mstep: Class 18 contains 230706 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183819 members 
Mstep: Class 21 contains 19560 members 
Mstep: Class 22 contains 16406 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98778 members 
Mstep: Class 31 contains 279943 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158208.000000 Penalty: 127643.281250
Iteration 376Q: 37 clusters Score -1.571582e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8493 members 
Mstep: Class 5 contains 65802 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23833 members 
Mstep: Class 11 contains 66432 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 205802 members 
Mstep: Class 14 contains 19916 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80228 members 
Mstep: Class 18 contains 230703 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183823 members 
Mstep: Class 21 contains 19559 members 
Mstep: Class 22 contains 16404 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98778 members 
Mstep: Class 31 contains 279930 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158112.000000 Penalty: 127643.281250
Iteration 377Q: 37 clusters Score -1.571581e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8491 members 
Mstep: Class 5 contains 65800 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23832 members 
Mstep: Class 11 contains 66434 members 
Mstep: Class 12 contains 43226 members 
Mstep: Class 13 contains 205818 members 
Mstep: Class 14 contains 19921 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80229 members 
Mstep: Class 18 contains 230701 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183827 members 
Mstep: Class 21 contains 19559 members 
Mstep: Class 22 contains 16401 members 
Mstep: Class 23 contains 37124 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9249 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98777 members 
Mstep: Class 31 contains 279913 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158128.000000 Penalty: 127643.281250
Iteration 378Q: 37 clusters Score -1.571581e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8491 members 
Mstep: Class 5 contains 65800 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23832 members 
Mstep: Class 11 contains 66431 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 205839 members 
Mstep: Class 14 contains 19923 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80230 members 
Mstep: Class 18 contains 230700 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183833 members 
Mstep: Class 21 contains 19559 members 
Mstep: Class 22 contains 16397 members 
Mstep: Class 23 contains 37125 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9249 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98775 members 
Mstep: Class 31 contains 279892 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158144.000000 Penalty: 127643.281250
Iteration 379Q: 37 clusters Score -1.571581e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8491 members 
Mstep: Class 5 contains 65797 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23832 members 
Mstep: Class 11 contains 66431 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 205855 members 
Mstep: Class 14 contains 19930 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80233 members 
Mstep: Class 18 contains 230700 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183836 members 
Mstep: Class 21 contains 19559 members 
Mstep: Class 22 contains 16393 members 
Mstep: Class 23 contains 37127 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98773 members 
Mstep: Class 31 contains 279872 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158192.000000 Penalty: 127643.281250
Iteration 380F: 37 clusters Score -1.571582e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8491 members 
Mstep: Class 5 contains 65796 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23832 members 
Mstep: Class 11 contains 66431 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 205881 members 
Mstep: Class 14 contains 19935 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80234 members 
Mstep: Class 18 contains 230696 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183838 members 
Mstep: Class 21 contains 19559 members 
Mstep: Class 22 contains 16388 members 
Mstep: Class 23 contains 37127 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279853 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7732 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158208.000000 Penalty: 127643.281250
Iteration 381Q: 37 clusters Score -1.571582e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65794 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23832 members 
Mstep: Class 11 contains 66431 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 205902 members 
Mstep: Class 14 contains 19941 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80235 members 
Mstep: Class 18 contains 230691 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183837 members 
Mstep: Class 21 contains 19559 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37126 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279837 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158208.000000 Penalty: 127643.281250
Iteration 382Q: 37 clusters Score -1.571582e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65793 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23832 members 
Mstep: Class 11 contains 66431 members 
Mstep: Class 12 contains 43230 members 
Mstep: Class 13 contains 205923 members 
Mstep: Class 14 contains 19944 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80235 members 
Mstep: Class 18 contains 230693 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183835 members 
Mstep: Class 21 contains 19559 members 
Mstep: Class 22 contains 16386 members 
Mstep: Class 23 contains 37125 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12443 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9016 members 
Mstep: Class 30 contains 98770 members 
Mstep: Class 31 contains 279816 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158240.000000 Penalty: 127643.281250
Iteration 383Q: 37 clusters Score -1.571582e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65790 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23832 members 
Mstep: Class 11 contains 66432 members 
Mstep: Class 12 contains 43231 members 
Mstep: Class 13 contains 205938 members 
Mstep: Class 14 contains 19946 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80237 members 
Mstep: Class 18 contains 230689 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183835 members 
Mstep: Class 21 contains 19559 members 
Mstep: Class 22 contains 16388 members 
Mstep: Class 23 contains 37125 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12443 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279798 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158176.000000 Penalty: 127643.281250
Iteration 384Q: 37 clusters Score -1.571582e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65787 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23833 members 
Mstep: Class 11 contains 66432 members 
Mstep: Class 12 contains 43232 members 
Mstep: Class 13 contains 205952 members 
Mstep: Class 14 contains 19951 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80237 members 
Mstep: Class 18 contains 230689 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183837 members 
Mstep: Class 21 contains 19559 members 
Mstep: Class 22 contains 16386 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12443 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279783 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158240.000000 Penalty: 127643.281250
Iteration 385Q: 37 clusters Score -1.571582e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65786 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23832 members 
Mstep: Class 11 contains 66432 members 
Mstep: Class 12 contains 43229 members 
Mstep: Class 13 contains 205969 members 
Mstep: Class 14 contains 19954 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80235 members 
Mstep: Class 18 contains 230686 members 
Mstep: Class 19 contains 22365 members 
Mstep: Class 20 contains 183841 members 
Mstep: Class 21 contains 19560 members 
Mstep: Class 22 contains 16386 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12443 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279768 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158192.000000 Penalty: 127643.281250
Iteration 386Q: 37 clusters Score -1.571582e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65784 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23831 members 
Mstep: Class 11 contains 66432 members 
Mstep: Class 12 contains 43228 members 
Mstep: Class 13 contains 205986 members 
Mstep: Class 14 contains 19957 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80237 members 
Mstep: Class 18 contains 230682 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 183840 members 
Mstep: Class 21 contains 19560 members 
Mstep: Class 22 contains 16386 members 
Mstep: Class 23 contains 37125 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12443 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279752 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158256.000000 Penalty: 127643.281250
Iteration 387Q: 37 clusters Score -1.571583e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65782 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23830 members 
Mstep: Class 11 contains 66431 members 
Mstep: Class 12 contains 43228 members 
Mstep: Class 13 contains 206002 members 
Mstep: Class 14 contains 19961 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80236 members 
Mstep: Class 18 contains 230681 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 183840 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37124 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12443 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279737 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158336.000000 Penalty: 127643.281250
Iteration 388Q: 37 clusters Score -1.571583e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65778 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23829 members 
Mstep: Class 11 contains 66431 members 
Mstep: Class 12 contains 43228 members 
Mstep: Class 13 contains 206020 members 
Mstep: Class 14 contains 19966 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80235 members 
Mstep: Class 18 contains 230682 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 183841 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16383 members 
Mstep: Class 23 contains 37124 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12443 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279722 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158352.000000 Penalty: 127643.281250
Iteration 389Q: 37 clusters Score -1.571584e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65773 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23829 members 
Mstep: Class 11 contains 66431 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 206040 members 
Mstep: Class 14 contains 19972 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80236 members 
Mstep: Class 18 contains 230678 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 183843 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16384 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12443 members 
Mstep: Class 27 contains 7519 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279708 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158336.000000 Penalty: 127643.281250
Iteration 390Q: 37 clusters Score -1.571583e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65767 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23829 members 
Mstep: Class 11 contains 66430 members 
Mstep: Class 12 contains 43223 members 
Mstep: Class 13 contains 206059 members 
Mstep: Class 14 contains 19978 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80235 members 
Mstep: Class 18 contains 230678 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 183843 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 16388 members 
Mstep: Class 23 contains 37122 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12443 members 
Mstep: Class 27 contains 7518 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279692 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158224.000000 Penalty: 127643.281250
Iteration 391Q: 37 clusters Score -1.571582e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65762 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23828 members 
Mstep: Class 11 contains 66429 members 
Mstep: Class 12 contains 43222 members 
Mstep: Class 13 contains 206076 members 
Mstep: Class 14 contains 19980 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80236 members 
Mstep: Class 18 contains 230677 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 183844 members 
Mstep: Class 21 contains 19562 members 
Mstep: Class 22 contains 16389 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12443 members 
Mstep: Class 27 contains 7518 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279682 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158288.000000 Penalty: 127643.281250
Iteration 392Q: 37 clusters Score -1.571583e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65759 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23828 members 
Mstep: Class 11 contains 66429 members 
Mstep: Class 12 contains 43221 members 
Mstep: Class 13 contains 206089 members 
Mstep: Class 14 contains 19984 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80236 members 
Mstep: Class 18 contains 230675 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 183841 members 
Mstep: Class 21 contains 19563 members 
Mstep: Class 22 contains 16392 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12443 members 
Mstep: Class 27 contains 7518 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279673 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158304.000000 Penalty: 127643.281250
Iteration 393Q: 37 clusters Score -1.571583e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65757 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14752 members 
Mstep: Class 10 contains 23827 members 
Mstep: Class 11 contains 66428 members 
Mstep: Class 12 contains 43219 members 
Mstep: Class 13 contains 206094 members 
Mstep: Class 14 contains 19990 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80236 members 
Mstep: Class 18 contains 230675 members 
Mstep: Class 19 contains 22368 members 
Mstep: Class 20 contains 183844 members 
Mstep: Class 21 contains 19565 members 
Mstep: Class 22 contains 16394 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12443 members 
Mstep: Class 27 contains 7518 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279664 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158224.000000 Penalty: 127643.281250
Iteration 394Q: 37 clusters Score -1.571582e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65753 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14753 members 
Mstep: Class 10 contains 23825 members 
Mstep: Class 11 contains 66428 members 
Mstep: Class 12 contains 43219 members 
Mstep: Class 13 contains 206106 members 
Mstep: Class 14 contains 19991 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80235 members 
Mstep: Class 18 contains 230676 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 183846 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16393 members 
Mstep: Class 23 contains 37122 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279659 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158288.000000 Penalty: 127643.281250
Iteration 395Q: 37 clusters Score -1.571583e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8489 members 
Mstep: Class 5 contains 65748 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14753 members 
Mstep: Class 10 contains 23824 members 
Mstep: Class 11 contains 66426 members 
Mstep: Class 12 contains 43217 members 
Mstep: Class 13 contains 206112 members 
Mstep: Class 14 contains 19992 members 
Mstep: Class 15 contains 10908 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80235 members 
Mstep: Class 18 contains 230676 members 
Mstep: Class 19 contains 22370 members 
Mstep: Class 20 contains 183848 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 16396 members 
Mstep: Class 23 contains 37122 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279656 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158192.000000 Penalty: 127643.281250
Iteration 396Q: 37 clusters Score -1.571582e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65747 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14753 members 
Mstep: Class 10 contains 23824 members 
Mstep: Class 11 contains 66425 members 
Mstep: Class 12 contains 43216 members 
Mstep: Class 13 contains 206116 members 
Mstep: Class 14 contains 19994 members 
Mstep: Class 15 contains 10908 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80235 members 
Mstep: Class 18 contains 230676 members 
Mstep: Class 19 contains 22371 members 
Mstep: Class 20 contains 183849 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 16398 members 
Mstep: Class 23 contains 37122 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279649 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158176.000000 Penalty: 127643.281250
Iteration 397Q: 37 clusters Score -1.571582e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65744 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14753 members 
Mstep: Class 10 contains 23823 members 
Mstep: Class 11 contains 66424 members 
Mstep: Class 12 contains 43216 members 
Mstep: Class 13 contains 206127 members 
Mstep: Class 14 contains 19996 members 
Mstep: Class 15 contains 10908 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80235 members 
Mstep: Class 18 contains 230672 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183855 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 16396 members 
Mstep: Class 23 contains 37122 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12442 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279639 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158144.000000 Penalty: 127643.281250
Iteration 398Q: 37 clusters Score -1.571581e+08 nChanged 20
Entering ConstructFrom: 
Score: -157158144.000000 Penalty: 127643.281250
Entering ConstructFrom: 
Trying to split cluster 1 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -417700.000000 Penalty: 2079.544678
	Iteration 0F: 2 clusters Score -417700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -413590.437500 Penalty: 4159.089355
	Iteration 0F: 3 clusters Score -413590.4 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -414575.500000 Penalty: 4159.089355
	Iteration 1F: 3 clusters Score -414575.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -414803.312500 Penalty: 4159.089355
	Iteration 2F: 3 clusters Score -414803.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -414979.218750 Penalty: 4159.089355
	Iteration 3F: 3 clusters Score -414979.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -415140.875000 Penalty: 4159.089355
	Iteration 4Q: 3 clusters Score -415140.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -415281.937500 Penalty: 4159.089355
	Iteration 5Q: 3 clusters Score -415281.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -415444.500000 Penalty: 4159.089355
	Iteration 6Q: 3 clusters Score -415444.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -415647.000000 Penalty: 4159.089355
	Iteration 7Q: 3 clusters Score -415647 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -415844.062500 Penalty: 4159.089355
	Iteration 8Q: 3 clusters Score -415844.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -416050.500000 Penalty: 4159.089355
	Iteration 9Q: 3 clusters Score -416050.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -416285.812500 Penalty: 4159.089355
	Iteration 10Q: 3 clusters Score -416285.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -416480.968750 Penalty: 4159.089355
	Iteration 11Q: 3 clusters Score -416481 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -416581.687500 Penalty: 4159.089355
	Iteration 12Q: 3 clusters Score -416581.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -416618.406250 Penalty: 4159.089355
	Iteration 13Q: 3 clusters Score -416618.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -416637.750000 Penalty: 4159.089355
	Iteration 14Q: 3 clusters Score -416637.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -416651.875000 Penalty: 4159.089355
	Iteration 15Q: 3 clusters Score -416651.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -416656.468750 Penalty: 4159.089355
	Iteration 16Q: 3 clusters Score -416656.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -416663.937500 Penalty: 4159.089355
	Iteration 17Q: 3 clusters Score -416663.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -416674.562500 Penalty: 4159.089355
	Iteration 18Q: 3 clusters Score -416674.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -416683.281250 Penalty: 4159.089355
	Iteration 19Q: 3 clusters Score -416683.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -416692.125000 Penalty: 4159.089355
	Iteration 20F: 3 clusters Score -416692.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -416699.218750 Penalty: 4159.089355
	Iteration 21Q: 3 clusters Score -416699.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -416702.625000 Penalty: 4159.089355
	Iteration 22Q: 3 clusters Score -416702.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -416710.093750 Penalty: 4159.089355
	Iteration 23Q: 3 clusters Score -416710.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -416715.500000 Penalty: 4159.089355
	Iteration 24Q: 3 clusters Score -416715.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -416718.343750 Penalty: 4159.089355
	Iteration 25Q: 3 clusters Score -416718.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -416721.312500 Penalty: 4159.089355
	Iteration 26Q: 3 clusters Score -416721.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -416722.812500 Penalty: 4159.089355
	Iteration 27Q: 3 clusters Score -416722.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -416725.562500 Penalty: 4159.089355
	Iteration 28Q: 3 clusters Score -416725.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -416727.906250 Penalty: 4159.089355
	Iteration 29Q: 3 clusters Score -416727.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -416731.031250 Penalty: 4159.089355
	Iteration 30Q: 3 clusters Score -416731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -416733.062500 Penalty: 4159.089355
	Iteration 31Q: 3 clusters Score -416733.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -416736.843750 Penalty: 4159.089355
	Iteration 32Q: 3 clusters Score -416736.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -416739.312500 Penalty: 4159.089355
	Iteration 33Q: 3 clusters Score -416739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -416740.750000 Penalty: 4159.089355
	Iteration 34Q: 3 clusters Score -416740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -416741.375000 Penalty: 4159.089355
	Iteration 35Q: 3 clusters Score -416741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -416742.156250 Penalty: 4159.089355
	Iteration 36Q: 3 clusters Score -416742.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -416742.156250 Penalty: 4159.089355
	Iteration 37F: 3 clusters Score -416742.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Entering Unmasked Estep 
Score: -403368.406250 Penalty: 2103.376953
	Iteration 0F: 2 clusters Score -403368.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -398892.906250 Penalty: 4206.753906
	Iteration 0F: 3 clusters Score -398892.9 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -400137.281250 Penalty: 4206.753906
	Iteration 1F: 3 clusters Score -400137.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -400477.281250 Penalty: 4206.753906
	Iteration 2F: 3 clusters Score -400477.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -400735.250000 Penalty: 4206.753906
	Iteration 3F: 3 clusters Score -400735.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -400977.531250 Penalty: 4206.753906
	Iteration 4F: 3 clusters Score -400977.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -401164.812500 Penalty: 4206.753906
	Iteration 5Q: 3 clusters Score -401164.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -401350.531250 Penalty: 4206.753906
	Iteration 6Q: 3 clusters Score -401350.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -401506.437500 Penalty: 4206.753906
	Iteration 7Q: 3 clusters Score -401506.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -401636.156250 Penalty: 4206.753906
	Iteration 8Q: 3 clusters Score -401636.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -401758.312500 Penalty: 4206.753906
	Iteration 9Q: 3 clusters Score -401758.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -401863.312500 Penalty: 4206.753906
	Iteration 10Q: 3 clusters Score -401863.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -401955.500000 Penalty: 4206.753906
	Iteration 11Q: 3 clusters Score -401955.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -402022.781250 Penalty: 4206.753906
	Iteration 12Q: 3 clusters Score -402022.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -402081.875000 Penalty: 4206.753906
	Iteration 13Q: 3 clusters Score -402081.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -402133.343750 Penalty: 4206.753906
	Iteration 14Q: 3 clusters Score -402133.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -402185.812500 Penalty: 4206.753906
	Iteration 15Q: 3 clusters Score -402185.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -402226.968750 Penalty: 4206.753906
	Iteration 16Q: 3 clusters Score -402227 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -402250.687500 Penalty: 4206.753906
	Iteration 17Q: 3 clusters Score -402250.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -402273.968750 Penalty: 4206.753906
	Iteration 18Q: 3 clusters Score -402274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -402294.625000 Penalty: 4206.753906
	Iteration 19Q: 3 clusters Score -402294.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -402310.593750 Penalty: 4206.753906
	Iteration 20F: 3 clusters Score -402310.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -402325.218750 Penalty: 4206.753906
	Iteration 21Q: 3 clusters Score -402325.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -402332.375000 Penalty: 4206.753906
	Iteration 22Q: 3 clusters Score -402332.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -402341.187500 Penalty: 4206.753906
	Iteration 23Q: 3 clusters Score -402341.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -402349.187500 Penalty: 4206.753906
	Iteration 24Q: 3 clusters Score -402349.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -402363.968750 Penalty: 4206.753906
	Iteration 25Q: 3 clusters Score -402364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -402391.406250 Penalty: 4206.753906
	Iteration 26Q: 3 clusters Score -402391.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -402416.281250 Penalty: 4206.753906
	Iteration 27Q: 3 clusters Score -402416.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -402434.312500 Penalty: 4206.753906
	Iteration 28Q: 3 clusters Score -402434.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -402448.468750 Penalty: 4206.753906
	Iteration 29Q: 3 clusters Score -402448.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -402459.093750 Penalty: 4206.753906
	Iteration 30Q: 3 clusters Score -402459.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -402470.968750 Penalty: 4206.753906
	Iteration 31Q: 3 clusters Score -402471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -402477.718750 Penalty: 4206.753906
	Iteration 32Q: 3 clusters Score -402477.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -402481.750000 Penalty: 4206.753906
	Iteration 33Q: 3 clusters Score -402481.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -402493.406250 Penalty: 4206.753906
	Iteration 34Q: 3 clusters Score -402493.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -402497.250000 Penalty: 4206.753906
	Iteration 35Q: 3 clusters Score -402497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -402498.437500 Penalty: 4206.753906
	Iteration 36Q: 3 clusters Score -402498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -402499.718750 Penalty: 4206.753906
	Iteration 37Q: 3 clusters Score -402499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -402500.375000 Penalty: 4206.753906
	Iteration 38Q: 3 clusters Score -402500.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -402501.968750 Penalty: 4206.753906
	Iteration 39Q: 3 clusters Score -402502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -402504.406250 Penalty: 4206.753906
	Iteration 40F: 3 clusters Score -402504.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -402507.750000 Penalty: 4206.753906
	Iteration 41Q: 3 clusters Score -402507.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -402509.593750 Penalty: 4206.753906
	Iteration 42Q: 3 clusters Score -402509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -402511.375000 Penalty: 4206.753906
	Iteration 43Q: 3 clusters Score -402511.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -402514.562500 Penalty: 4206.753906
	Iteration 44Q: 3 clusters Score -402514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -402518.062500 Penalty: 4206.753906
	Iteration 45Q: 3 clusters Score -402518.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -402520.218750 Penalty: 4206.753906
	Iteration 46Q: 3 clusters Score -402520.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -402520.218750 Penalty: 4206.753906
	Iteration 47F: 3 clusters Score -402520.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -126136.429688 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -126136.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -124018.187500 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -124018.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -124357.390625 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -124357.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -124443.062500 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -124443.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -124517.421875 Penalty: 3579.123535
	Iteration 3Q: 3 clusters Score -124517.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -124571.273438 Penalty: 3579.123535
	Iteration 4Q: 3 clusters Score -124571.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -124612.453125 Penalty: 3579.123535
	Iteration 5Q: 3 clusters Score -124612.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -124638.242188 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -124638.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -124653.570312 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -124653.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -124666.578125 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -124666.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -124680.125000 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -124680.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -124694.343750 Penalty: 3579.123535
	Iteration 10Q: 3 clusters Score -124694.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124702.492188 Penalty: 3579.123535
	Iteration 11Q: 3 clusters Score -124702.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -124712.359375 Penalty: 3579.123535
	Iteration 12Q: 3 clusters Score -124712.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -124721.125000 Penalty: 3579.123535
	Iteration 13Q: 3 clusters Score -124721.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -124727.867188 Penalty: 3579.123535
	Iteration 14Q: 3 clusters Score -124727.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -124740.218750 Penalty: 3579.123535
	Iteration 15Q: 3 clusters Score -124740.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -124756.390625 Penalty: 3579.123535
	Iteration 16Q: 3 clusters Score -124756.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -124771.671875 Penalty: 3579.123535
	Iteration 17Q: 3 clusters Score -124771.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -124787.429688 Penalty: 3579.123535
	Iteration 18Q: 3 clusters Score -124787.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -124803.296875 Penalty: 3579.123535
	Iteration 19Q: 3 clusters Score -124803.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -124822.007812 Penalty: 3579.123535
	Iteration 20F: 3 clusters Score -124822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -124833.750000 Penalty: 3579.123535
	Iteration 21Q: 3 clusters Score -124833.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -124844.265625 Penalty: 3579.123535
	Iteration 22Q: 3 clusters Score -124844.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -124853.789062 Penalty: 3579.123535
	Iteration 23Q: 3 clusters Score -124853.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -124866.906250 Penalty: 3579.123535
	Iteration 24Q: 3 clusters Score -124866.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -124880.031250 Penalty: 3579.123535
	Iteration 25Q: 3 clusters Score -124880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -124887.671875 Penalty: 3579.123535
	Iteration 26Q: 3 clusters Score -124887.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -124894.171875 Penalty: 3579.123535
	Iteration 27Q: 3 clusters Score -124894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -124898.867188 Penalty: 3579.123535
	Iteration 28Q: 3 clusters Score -124898.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -124907.093750 Penalty: 3579.123535
	Iteration 29Q: 3 clusters Score -124907.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -124913.382812 Penalty: 3579.123535
	Iteration 30Q: 3 clusters Score -124913.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -124921.265625 Penalty: 3579.123535
	Iteration 31Q: 3 clusters Score -124921.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -124929.710938 Penalty: 3579.123535
	Iteration 32Q: 3 clusters Score -124929.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -124935.257812 Penalty: 3579.123535
	Iteration 33Q: 3 clusters Score -124935.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -124935.859375 Penalty: 3579.123535
	Iteration 34Q: 3 clusters Score -124935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -124936.601562 Penalty: 3579.123535
	Iteration 35Q: 3 clusters Score -124936.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -124937.046875 Penalty: 3579.123535
	Iteration 36Q: 3 clusters Score -124937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -124937.046875 Penalty: 3579.123535
	Iteration 37F: 3 clusters Score -124937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Entering Unmasked Estep 
Score: -848963.437500 Penalty: 2243.567871
	Iteration 0F: 2 clusters Score -848963.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -842276.312500 Penalty: 4487.135742
	Iteration 0F: 3 clusters Score -842276.3 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -844103.125000 Penalty: 4487.135742
	Iteration 1F: 3 clusters Score -844103.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -844356.125000 Penalty: 4487.135742
	Iteration 2F: 3 clusters Score -844356.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -844518.687500 Penalty: 4487.135742
	Iteration 3Q: 3 clusters Score -844518.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -844637.625000 Penalty: 4487.135742
	Iteration 4Q: 3 clusters Score -844637.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -844726.687500 Penalty: 4487.135742
	Iteration 5Q: 3 clusters Score -844726.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -844794.062500 Penalty: 4487.135742
	Iteration 6Q: 3 clusters Score -844794.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -844858.062500 Penalty: 4487.135742
	Iteration 7Q: 3 clusters Score -844858.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -844908.062500 Penalty: 4487.135742
	Iteration 8Q: 3 clusters Score -844908.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -844965.312500 Penalty: 4487.135742
	Iteration 9Q: 3 clusters Score -844965.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -845022.562500 Penalty: 4487.135742
	Iteration 10Q: 3 clusters Score -845022.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -845079.375000 Penalty: 4487.135742
	Iteration 11Q: 3 clusters Score -845079.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -845149.812500 Penalty: 4487.135742
	Iteration 12Q: 3 clusters Score -845149.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -845222.000000 Penalty: 4487.135742
	Iteration 13Q: 3 clusters Score -845222 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -845313.875000 Penalty: 4487.135742
	Iteration 14Q: 3 clusters Score -845313.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -845413.500000 Penalty: 4487.135742
	Iteration 15Q: 3 clusters Score -845413.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -845518.187500 Penalty: 4487.135742
	Iteration 16Q: 3 clusters Score -845518.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -845628.687500 Penalty: 4487.135742
	Iteration 17Q: 3 clusters Score -845628.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -845754.312500 Penalty: 4487.135742
	Iteration 18Q: 3 clusters Score -845754.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -845872.625000 Penalty: 4487.135742
	Iteration 19Q: 3 clusters Score -845872.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -846050.187500 Penalty: 4487.135742
	Iteration 20F: 3 clusters Score -846050.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -846227.375000 Penalty: 4487.135742
	Iteration 21Q: 3 clusters Score -846227.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -846396.687500 Penalty: 4487.135742
	Iteration 22Q: 3 clusters Score -846396.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -846558.562500 Penalty: 4487.135742
	Iteration 23Q: 3 clusters Score -846558.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -846735.437500 Penalty: 4487.135742
	Iteration 24Q: 3 clusters Score -846735.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -846906.875000 Penalty: 4487.135742
	Iteration 25Q: 3 clusters Score -846906.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -847067.312500 Penalty: 4487.135742
	Iteration 26Q: 3 clusters Score -847067.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -847231.812500 Penalty: 4487.135742
	Iteration 27Q: 3 clusters Score -847231.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -847374.437500 Penalty: 4487.135742
	Iteration 28Q: 3 clusters Score -847374.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -847485.312500 Penalty: 4487.135742
	Iteration 29Q: 3 clusters Score -847485.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -847555.625000 Penalty: 4487.135742
	Iteration 30Q: 3 clusters Score -847555.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -847588.625000 Penalty: 4487.135742
	Iteration 31Q: 3 clusters Score -847588.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -847608.125000 Penalty: 4487.135742
	Iteration 32Q: 3 clusters Score -847608.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -847623.375000 Penalty: 4487.135742
	Iteration 33Q: 3 clusters Score -847623.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -847629.812500 Penalty: 4487.135742
	Iteration 34Q: 3 clusters Score -847629.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -847634.625000 Penalty: 4487.135742
	Iteration 35Q: 3 clusters Score -847634.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -847634.187500 Penalty: 4487.135742
	Iteration 36Q: 3 clusters Score -847634.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -847635.500000 Penalty: 4487.135742
	Iteration 37Q: 3 clusters Score -847635.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -847638.500000 Penalty: 4487.135742
	Iteration 38Q: 3 clusters Score -847638.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -847640.000000 Penalty: 4487.135742
	Iteration 39Q: 3 clusters Score -847640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -847643.250000 Penalty: 4487.135742
	Iteration 40F: 3 clusters Score -847643.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -847647.437500 Penalty: 4487.135742
	Iteration 41Q: 3 clusters Score -847647.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -847651.062500 Penalty: 4487.135742
	Iteration 42Q: 3 clusters Score -847651.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -847653.625000 Penalty: 4487.135742
	Iteration 43Q: 3 clusters Score -847653.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -847654.125000 Penalty: 4487.135742
	Iteration 44Q: 3 clusters Score -847654.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -847656.375000 Penalty: 4487.135742
	Iteration 45Q: 3 clusters Score -847656.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -847659.437500 Penalty: 4487.135742
	Iteration 46Q: 3 clusters Score -847659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -847660.187500 Penalty: 4487.135742
	Iteration 47Q: 3 clusters Score -847660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -847662.687500 Penalty: 4487.135742
	Iteration 48Q: 3 clusters Score -847662.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -847664.000000 Penalty: 4487.135742
	Iteration 49Q: 3 clusters Score -847664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -847665.125000 Penalty: 4487.135742
	Iteration 50Q: 3 clusters Score -847665.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -847667.687500 Penalty: 4487.135742
	Iteration 51Q: 3 clusters Score -847667.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -847668.812500 Penalty: 4487.135742
	Iteration 52Q: 3 clusters Score -847668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -847669.437500 Penalty: 4487.135742
	Iteration 53Q: 3 clusters Score -847669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -847672.000000 Penalty: 4487.135742
	Iteration 54Q: 3 clusters Score -847672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -847671.875000 Penalty: 4487.135742
	Iteration 55Q: 3 clusters Score -847671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -847671.625000 Penalty: 4487.135742
	Iteration 56Q: 3 clusters Score -847671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -847671.625000 Penalty: 4487.135742
	Iteration 57F: 3 clusters Score -847671.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Entering Unmasked Estep 
Score: -6684338.500000 Penalty: 2751.186279
	Iteration 0F: 2 clusters Score -6684338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -6640232.500000 Penalty: 5502.372559
	Iteration 0F: 3 clusters Score -6640232 nChanged 30597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -6657504.500000 Penalty: 5502.372559
	Iteration 1F: 3 clusters Score -6657504 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -6658045.500000 Penalty: 5502.372559
	Iteration 2Q: 3 clusters Score -6658046 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -6658695.500000 Penalty: 5502.372559
	Iteration 3Q: 3 clusters Score -6658696 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -6659283.500000 Penalty: 5502.372559
	Iteration 4Q: 3 clusters Score -6659284 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -6660005.500000 Penalty: 5502.372559
	Iteration 5Q: 3 clusters Score -6660006 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -6660882.500000 Penalty: 5502.372559
	Iteration 6Q: 3 clusters Score -6660882 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -6662179.500000 Penalty: 5502.372559
	Iteration 7Q: 3 clusters Score -6662180 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -6663954.000000 Penalty: 5502.372559
	Iteration 8F: 3 clusters Score -6663954 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -6666329.500000 Penalty: 5502.372559
	Iteration 9F: 3 clusters Score -6666330 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -6669276.000000 Penalty: 5502.372559
	Iteration 10F: 3 clusters Score -6669276 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -6672684.500000 Penalty: 5502.372559
	Iteration 11F: 3 clusters Score -6672684 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58797 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -6675949.500000 Penalty: 5502.372559
	Iteration 12F: 3 clusters Score -6675950 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -6678622.500000 Penalty: 5502.372559
	Iteration 13Q: 3 clusters Score -6678622 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6680266.500000 Penalty: 5502.372559
	Iteration 14Q: 3 clusters Score -6680266 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6681074.500000 Penalty: 5502.372559
	Iteration 15Q: 3 clusters Score -6681074 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6681462.500000 Penalty: 5502.372559
	Iteration 16Q: 3 clusters Score -6681462 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6681658.000000 Penalty: 5502.372559
	Iteration 17Q: 3 clusters Score -6681658 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6681764.000000 Penalty: 5502.372559
	Iteration 18Q: 3 clusters Score -6681764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6681822.000000 Penalty: 5502.372559
	Iteration 19Q: 3 clusters Score -6681822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6681862.500000 Penalty: 5502.372559
	Iteration 20F: 3 clusters Score -6681862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65428 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6681881.500000 Penalty: 5502.372559
	Iteration 21Q: 3 clusters Score -6681882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6681882.500000 Penalty: 5502.372559
	Iteration 22Q: 3 clusters Score -6681882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6681886.500000 Penalty: 5502.372559
	Iteration 23Q: 3 clusters Score -6681886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6681890.500000 Penalty: 5502.372559
	Iteration 24Q: 3 clusters Score -6681890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6681888.500000 Penalty: 5502.372559
	Iteration 25Q: 3 clusters Score -6681888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6681890.000000 Penalty: 5502.372559
	Iteration 26Q: 3 clusters Score -6681890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6681890.000000 Penalty: 5502.372559
	Iteration 27F: 3 clusters Score -6681890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Entering Unmasked Estep 
Score: -690777.250000 Penalty: 2226.864258
	Iteration 0F: 2 clusters Score -690777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -684475.937500 Penalty: 4453.728516
	Iteration 0F: 3 clusters Score -684475.9 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -686325.625000 Penalty: 4453.728516
	Iteration 1F: 3 clusters Score -686325.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -686865.375000 Penalty: 4453.728516
	Iteration 2F: 3 clusters Score -686865.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -687379.187500 Penalty: 4453.728516
	Iteration 3F: 3 clusters Score -687379.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -687831.000000 Penalty: 4453.728516
	Iteration 4F: 3 clusters Score -687831 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -688108.750000 Penalty: 4453.728516
	Iteration 5F: 3 clusters Score -688108.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -688264.875000 Penalty: 4453.728516
	Iteration 6Q: 3 clusters Score -688264.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -688367.875000 Penalty: 4453.728516
	Iteration 7Q: 3 clusters Score -688367.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -688442.125000 Penalty: 4453.728516
	Iteration 8Q: 3 clusters Score -688442.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -688499.687500 Penalty: 4453.728516
	Iteration 9Q: 3 clusters Score -688499.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -688540.875000 Penalty: 4453.728516
	Iteration 10Q: 3 clusters Score -688540.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -688570.062500 Penalty: 4453.728516
	Iteration 11Q: 3 clusters Score -688570.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -688592.625000 Penalty: 4453.728516
	Iteration 12Q: 3 clusters Score -688592.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -688611.250000 Penalty: 4453.728516
	Iteration 13Q: 3 clusters Score -688611.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -688626.312500 Penalty: 4453.728516
	Iteration 14Q: 3 clusters Score -688626.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -688642.250000 Penalty: 4453.728516
	Iteration 15Q: 3 clusters Score -688642.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -688660.375000 Penalty: 4453.728516
	Iteration 16Q: 3 clusters Score -688660.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -688667.437500 Penalty: 4453.728516
	Iteration 17Q: 3 clusters Score -688667.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -688674.500000 Penalty: 4453.728516
	Iteration 18Q: 3 clusters Score -688674.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -688685.875000 Penalty: 4453.728516
	Iteration 19Q: 3 clusters Score -688685.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -688691.875000 Penalty: 4453.728516
	Iteration 20F: 3 clusters Score -688691.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -688701.562500 Penalty: 4453.728516
	Iteration 21Q: 3 clusters Score -688701.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -688711.500000 Penalty: 4453.728516
	Iteration 22Q: 3 clusters Score -688711.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -688721.062500 Penalty: 4453.728516
	Iteration 23Q: 3 clusters Score -688721.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -688727.562500 Penalty: 4453.728516
	Iteration 24Q: 3 clusters Score -688727.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -688731.125000 Penalty: 4453.728516
	Iteration 25Q: 3 clusters Score -688731.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -688732.687500 Penalty: 4453.728516
	Iteration 26Q: 3 clusters Score -688732.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -688735.312500 Penalty: 4453.728516
	Iteration 27Q: 3 clusters Score -688735.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -688735.937500 Penalty: 4453.728516
	Iteration 28Q: 3 clusters Score -688735.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -688736.937500 Penalty: 4453.728516
	Iteration 29Q: 3 clusters Score -688736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -688737.750000 Penalty: 4453.728516
	Iteration 30Q: 3 clusters Score -688737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -688738.437500 Penalty: 4453.728516
	Iteration 31Q: 3 clusters Score -688738.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -688738.750000 Penalty: 4453.728516
	Iteration 32Q: 3 clusters Score -688738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -688739.000000 Penalty: 4453.728516
	Iteration 33Q: 3 clusters Score -688739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -688738.625000 Penalty: 4453.728516
	Iteration 34Q: 3 clusters Score -688738.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -688739.062500 Penalty: 4453.728516
	Iteration 35Q: 3 clusters Score -688739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -688739.375000 Penalty: 4453.728516
	Iteration 36Q: 3 clusters Score -688739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -688739.687500 Penalty: 4453.728516
	Iteration 37Q: 3 clusters Score -688739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -688739.937500 Penalty: 4453.728516
	Iteration 38Q: 3 clusters Score -688739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -688739.812500 Penalty: 4453.728516
	Iteration 39Q: 3 clusters Score -688739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -688741.125000 Penalty: 4453.728516
	Iteration 40F: 3 clusters Score -688741.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Entering Unmasked Estep 
Score: -1624790.750000 Penalty: 2410.705322
	Iteration 0F: 2 clusters Score -1624791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1612858.000000 Penalty: 4821.410645
	Iteration 0F: 3 clusters Score -1612858 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1616829.625000 Penalty: 4821.410645
	Iteration 1F: 3 clusters Score -1616830 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1617303.500000 Penalty: 4821.410645
	Iteration 2F: 3 clusters Score -1617304 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1617853.750000 Penalty: 4821.410645
	Iteration 3F: 3 clusters Score -1617854 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1618505.875000 Penalty: 4821.410645
	Iteration 4F: 3 clusters Score -1618506 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1619250.375000 Penalty: 4821.410645
	Iteration 5F: 3 clusters Score -1619250 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1619972.875000 Penalty: 4821.410645
	Iteration 6F: 3 clusters Score -1619973 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1620638.750000 Penalty: 4821.410645
	Iteration 7F: 3 clusters Score -1620639 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1621299.875000 Penalty: 4821.410645
	Iteration 8F: 3 clusters Score -1621300 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1621943.000000 Penalty: 4821.410645
	Iteration 9Q: 3 clusters Score -1621943 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1622473.000000 Penalty: 4821.410645
	Iteration 10Q: 3 clusters Score -1622473 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1622834.625000 Penalty: 4821.410645
	Iteration 11Q: 3 clusters Score -1622835 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1623040.625000 Penalty: 4821.410645
	Iteration 12Q: 3 clusters Score -1623041 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1623152.625000 Penalty: 4821.410645
	Iteration 13Q: 3 clusters Score -1623153 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1623218.500000 Penalty: 4821.410645
	Iteration 14Q: 3 clusters Score -1623218 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1623275.625000 Penalty: 4821.410645
	Iteration 15Q: 3 clusters Score -1623276 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1623318.500000 Penalty: 4821.410645
	Iteration 16Q: 3 clusters Score -1623318 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1623340.125000 Penalty: 4821.410645
	Iteration 17Q: 3 clusters Score -1623340 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1623358.250000 Penalty: 4821.410645
	Iteration 18Q: 3 clusters Score -1623358 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1623362.750000 Penalty: 4821.410645
	Iteration 19Q: 3 clusters Score -1623363 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1623375.125000 Penalty: 4821.410645
	Iteration 20F: 3 clusters Score -1623375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1623380.750000 Penalty: 4821.410645
	Iteration 21Q: 3 clusters Score -1623381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1623380.375000 Penalty: 4821.410645
	Iteration 22Q: 3 clusters Score -1623380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1623379.625000 Penalty: 4821.410645
	Iteration 23Q: 3 clusters Score -1623380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1623385.500000 Penalty: 4821.410645
	Iteration 24Q: 3 clusters Score -1623386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1623383.375000 Penalty: 4821.410645
	Iteration 25Q: 3 clusters Score -1623383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1623386.500000 Penalty: 4821.410645
	Iteration 26Q: 3 clusters Score -1623386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1623389.750000 Penalty: 4821.410645
	Iteration 27Q: 3 clusters Score -1623390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1623391.375000 Penalty: 4821.410645
	Iteration 28Q: 3 clusters Score -1623391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1623391.875000 Penalty: 4821.410645
	Iteration 29Q: 3 clusters Score -1623392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1623391.875000 Penalty: 4821.410645
	Iteration 30Q: 3 clusters Score -1623392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1623391.875000 Penalty: 4821.410645
	Iteration 31Q: 3 clusters Score -1623392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1623392.625000 Penalty: 4821.410645
	Iteration 32Q: 3 clusters Score -1623393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1623394.750000 Penalty: 4821.410645
	Iteration 33Q: 3 clusters Score -1623395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1623394.750000 Penalty: 4821.410645
	Iteration 34Q: 3 clusters Score -1623395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1623394.375000 Penalty: 4821.410645
	Iteration 35Q: 3 clusters Score -1623394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1623394.375000 Penalty: 4821.410645
	Iteration 36F: 3 clusters Score -1623394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Entering Unmasked Estep 
Score: -4137765.250000 Penalty: 2639.379395
	Iteration 0F: 2 clusters Score -4137765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4109434.750000 Penalty: 5278.758789
	Iteration 0F: 3 clusters Score -4109435 nChanged 19265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -4120006.500000 Penalty: 5278.758789
	Iteration 1F: 3 clusters Score -4120006 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -4120542.750000 Penalty: 5278.758789
	Iteration 2Q: 3 clusters Score -4120543 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4121017.750000 Penalty: 5278.758789
	Iteration 3Q: 3 clusters Score -4121018 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -4121544.500000 Penalty: 5278.758789
	Iteration 4Q: 3 clusters Score -4121544 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -4122152.250000 Penalty: 5278.758789
	Iteration 5Q: 3 clusters Score -4122152 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4122964.500000 Penalty: 5278.758789
	Iteration 6Q: 3 clusters Score -4122964 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -4124060.250000 Penalty: 5278.758789
	Iteration 7Q: 3 clusters Score -4124060 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -4125599.750000 Penalty: 5278.758789
	Iteration 8F: 3 clusters Score -4125600 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -4127479.250000 Penalty: 5278.758789
	Iteration 9F: 3 clusters Score -4127479 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -4129397.000000 Penalty: 5278.758789
	Iteration 10F: 3 clusters Score -4129397 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -4130896.750000 Penalty: 5278.758789
	Iteration 11Q: 3 clusters Score -4130897 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -4131810.500000 Penalty: 5278.758789
	Iteration 12Q: 3 clusters Score -4131810 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -4132353.750000 Penalty: 5278.758789
	Iteration 13Q: 3 clusters Score -4132354 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -4132675.500000 Penalty: 5278.758789
	Iteration 14Q: 3 clusters Score -4132676 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -4132928.250000 Penalty: 5278.758789
	Iteration 15Q: 3 clusters Score -4132928 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -4133126.500000 Penalty: 5278.758789
	Iteration 16Q: 3 clusters Score -4133126 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -4133345.000000 Penalty: 5278.758789
	Iteration 17Q: 3 clusters Score -4133345 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -4133554.000000 Penalty: 5278.758789
	Iteration 18Q: 3 clusters Score -4133554 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4133750.500000 Penalty: 5278.758789
	Iteration 19Q: 3 clusters Score -4133750 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -4133977.500000 Penalty: 5278.758789
	Iteration 20F: 3 clusters Score -4133978 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -4134192.250000 Penalty: 5278.758789
	Iteration 21Q: 3 clusters Score -4134192 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -4134396.000000 Penalty: 5278.758789
	Iteration 22Q: 3 clusters Score -4134396 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -4134546.000000 Penalty: 5278.758789
	Iteration 23Q: 3 clusters Score -4134546 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -4134682.750000 Penalty: 5278.758789
	Iteration 24Q: 3 clusters Score -4134683 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -4134800.500000 Penalty: 5278.758789
	Iteration 25Q: 3 clusters Score -4134800 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -4134905.750000 Penalty: 5278.758789
	Iteration 26Q: 3 clusters Score -4134906 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4135000.750000 Penalty: 5278.758789
	Iteration 27Q: 3 clusters Score -4135001 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -4135093.750000 Penalty: 5278.758789
	Iteration 28Q: 3 clusters Score -4135094 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -4135164.500000 Penalty: 5278.758789
	Iteration 29Q: 3 clusters Score -4135164 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4135242.500000 Penalty: 5278.758789
	Iteration 30Q: 3 clusters Score -4135242 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4135293.500000 Penalty: 5278.758789
	Iteration 31Q: 3 clusters Score -4135294 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4135350.250000 Penalty: 5278.758789
	Iteration 32Q: 3 clusters Score -4135350 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4135402.250000 Penalty: 5278.758789
	Iteration 33Q: 3 clusters Score -4135402 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4135449.750000 Penalty: 5278.758789
	Iteration 34Q: 3 clusters Score -4135450 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4135502.750000 Penalty: 5278.758789
	Iteration 35Q: 3 clusters Score -4135503 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4135533.000000 Penalty: 5278.758789
	Iteration 36Q: 3 clusters Score -4135533 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4135569.250000 Penalty: 5278.758789
	Iteration 37Q: 3 clusters Score -4135569 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4135595.250000 Penalty: 5278.758789
	Iteration 38Q: 3 clusters Score -4135595 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4135623.500000 Penalty: 5278.758789
	Iteration 39Q: 3 clusters Score -4135624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4135648.500000 Penalty: 5278.758789
	Iteration 40F: 3 clusters Score -4135648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4135677.750000 Penalty: 5278.758789
	Iteration 41Q: 3 clusters Score -4135678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4135699.250000 Penalty: 5278.758789
	Iteration 42Q: 3 clusters Score -4135699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4135712.750000 Penalty: 5278.758789
	Iteration 43Q: 3 clusters Score -4135713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4135734.750000 Penalty: 5278.758789
	Iteration 44Q: 3 clusters Score -4135735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4135745.750000 Penalty: 5278.758789
	Iteration 45Q: 3 clusters Score -4135746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4135750.500000 Penalty: 5278.758789
	Iteration 46Q: 3 clusters Score -4135750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4135755.250000 Penalty: 5278.758789
	Iteration 47Q: 3 clusters Score -4135755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4135757.000000 Penalty: 5278.758789
	Iteration 48Q: 3 clusters Score -4135757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4135757.250000 Penalty: 5278.758789
	Iteration 49Q: 3 clusters Score -4135757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4135754.000000 Penalty: 5278.758789
	Iteration 50Q: 3 clusters Score -4135754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4135754.500000 Penalty: 5278.758789
	Iteration 51Q: 3 clusters Score -4135754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4135754.500000 Penalty: 5278.758789
	Iteration 52F: 3 clusters Score -4135754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Entering Unmasked Estep 
Score: -1451100.000000 Penalty: 2380.602051
	Iteration 0F: 2 clusters Score -1451100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1440357.750000 Penalty: 4761.204102
	Iteration 0F: 3 clusters Score -1440358 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1443731.500000 Penalty: 4761.204102
	Iteration 1F: 3 clusters Score -1443732 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1444076.250000 Penalty: 4761.204102
	Iteration 2F: 3 clusters Score -1444076 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1444367.125000 Penalty: 4761.204102
	Iteration 3Q: 3 clusters Score -1444367 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1444606.250000 Penalty: 4761.204102
	Iteration 4Q: 3 clusters Score -1444606 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1444807.000000 Penalty: 4761.204102
	Iteration 5Q: 3 clusters Score -1444807 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1445008.750000 Penalty: 4761.204102
	Iteration 6Q: 3 clusters Score -1445009 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1445243.375000 Penalty: 4761.204102
	Iteration 7Q: 3 clusters Score -1445243 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1445515.375000 Penalty: 4761.204102
	Iteration 8Q: 3 clusters Score -1445515 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1445843.250000 Penalty: 4761.204102
	Iteration 9Q: 3 clusters Score -1445843 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1446265.750000 Penalty: 4761.204102
	Iteration 10Q: 3 clusters Score -1446266 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1446738.750000 Penalty: 4761.204102
	Iteration 11Q: 3 clusters Score -1446739 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1447245.000000 Penalty: 4761.204102
	Iteration 12Q: 3 clusters Score -1447245 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1447688.125000 Penalty: 4761.204102
	Iteration 13Q: 3 clusters Score -1447688 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1448083.625000 Penalty: 4761.204102
	Iteration 14Q: 3 clusters Score -1448084 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1448368.125000 Penalty: 4761.204102
	Iteration 15Q: 3 clusters Score -1448368 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1448561.000000 Penalty: 4761.204102
	Iteration 16Q: 3 clusters Score -1448561 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1448727.750000 Penalty: 4761.204102
	Iteration 17Q: 3 clusters Score -1448728 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1448850.375000 Penalty: 4761.204102
	Iteration 18Q: 3 clusters Score -1448850 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1448938.625000 Penalty: 4761.204102
	Iteration 19Q: 3 clusters Score -1448939 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1449008.875000 Penalty: 4761.204102
	Iteration 20F: 3 clusters Score -1449009 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1449064.375000 Penalty: 4761.204102
	Iteration 21Q: 3 clusters Score -1449064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1449093.375000 Penalty: 4761.204102
	Iteration 22Q: 3 clusters Score -1449093 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1449125.875000 Penalty: 4761.204102
	Iteration 23Q: 3 clusters Score -1449126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1449145.750000 Penalty: 4761.204102
	Iteration 24Q: 3 clusters Score -1449146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1449164.250000 Penalty: 4761.204102
	Iteration 25Q: 3 clusters Score -1449164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1449191.250000 Penalty: 4761.204102
	Iteration 26Q: 3 clusters Score -1449191 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1449213.750000 Penalty: 4761.204102
	Iteration 27Q: 3 clusters Score -1449214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1449235.125000 Penalty: 4761.204102
	Iteration 28Q: 3 clusters Score -1449235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1449246.875000 Penalty: 4761.204102
	Iteration 29Q: 3 clusters Score -1449247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1449269.375000 Penalty: 4761.204102
	Iteration 30Q: 3 clusters Score -1449269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1449278.625000 Penalty: 4761.204102
	Iteration 31Q: 3 clusters Score -1449279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1449284.750000 Penalty: 4761.204102
	Iteration 32Q: 3 clusters Score -1449285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1449295.000000 Penalty: 4761.204102
	Iteration 33Q: 3 clusters Score -1449295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1449298.250000 Penalty: 4761.204102
	Iteration 34Q: 3 clusters Score -1449298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1449305.875000 Penalty: 4761.204102
	Iteration 35Q: 3 clusters Score -1449306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1449309.750000 Penalty: 4761.204102
	Iteration 36Q: 3 clusters Score -1449310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1449312.750000 Penalty: 4761.204102
	Iteration 37Q: 3 clusters Score -1449313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1449317.750000 Penalty: 4761.204102
	Iteration 38Q: 3 clusters Score -1449318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1449321.500000 Penalty: 4761.204102
	Iteration 39Q: 3 clusters Score -1449322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1449329.500000 Penalty: 4761.204102
	Iteration 40F: 3 clusters Score -1449330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1449334.625000 Penalty: 4761.204102
	Iteration 41Q: 3 clusters Score -1449335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1449336.750000 Penalty: 4761.204102
	Iteration 42Q: 3 clusters Score -1449337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1449339.125000 Penalty: 4761.204102
	Iteration 43Q: 3 clusters Score -1449339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1449339.750000 Penalty: 4761.204102
	Iteration 44Q: 3 clusters Score -1449340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1449340.750000 Penalty: 4761.204102
	Iteration 45Q: 3 clusters Score -1449341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1449340.750000 Penalty: 4761.204102
	Iteration 46F: 3 clusters Score -1449341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Entering Unmasked Estep 
Score: -2350162.500000 Penalty: 2499.434326
	Iteration 0F: 2 clusters Score -2350162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2333620.750000 Penalty: 4998.868652
	Iteration 0F: 3 clusters Score -2333621 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2339160.750000 Penalty: 4998.868652
	Iteration 1F: 3 clusters Score -2339161 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2339660.250000 Penalty: 4998.868652
	Iteration 2F: 3 clusters Score -2339660 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2340231.500000 Penalty: 4998.868652
	Iteration 3F: 3 clusters Score -2340232 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2340910.000000 Penalty: 4998.868652
	Iteration 4F: 3 clusters Score -2340910 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2341883.500000 Penalty: 4998.868652
	Iteration 5F: 3 clusters Score -2341884 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2343006.250000 Penalty: 4998.868652
	Iteration 6F: 3 clusters Score -2343006 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2344187.250000 Penalty: 4998.868652
	Iteration 7F: 3 clusters Score -2344187 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2345285.750000 Penalty: 4998.868652
	Iteration 8F: 3 clusters Score -2345286 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2346225.500000 Penalty: 4998.868652
	Iteration 9Q: 3 clusters Score -2346226 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2346905.250000 Penalty: 4998.868652
	Iteration 10Q: 3 clusters Score -2346905 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2347314.750000 Penalty: 4998.868652
	Iteration 11Q: 3 clusters Score -2347315 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2347590.750000 Penalty: 4998.868652
	Iteration 12Q: 3 clusters Score -2347591 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2347785.500000 Penalty: 4998.868652
	Iteration 13Q: 3 clusters Score -2347786 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2347939.500000 Penalty: 4998.868652
	Iteration 14Q: 3 clusters Score -2347940 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2348063.250000 Penalty: 4998.868652
	Iteration 15Q: 3 clusters Score -2348063 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2348177.000000 Penalty: 4998.868652
	Iteration 16Q: 3 clusters Score -2348177 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2348293.000000 Penalty: 4998.868652
	Iteration 17Q: 3 clusters Score -2348293 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2348389.000000 Penalty: 4998.868652
	Iteration 18Q: 3 clusters Score -2348389 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2348438.500000 Penalty: 4998.868652
	Iteration 19Q: 3 clusters Score -2348438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2348470.000000 Penalty: 4998.868652
	Iteration 20F: 3 clusters Score -2348470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2348490.500000 Penalty: 4998.868652
	Iteration 21Q: 3 clusters Score -2348490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2348502.250000 Penalty: 4998.868652
	Iteration 22Q: 3 clusters Score -2348502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2348506.250000 Penalty: 4998.868652
	Iteration 23Q: 3 clusters Score -2348506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2348508.000000 Penalty: 4998.868652
	Iteration 24Q: 3 clusters Score -2348508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2348510.250000 Penalty: 4998.868652
	Iteration 25Q: 3 clusters Score -2348510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2348514.750000 Penalty: 4998.868652
	Iteration 26Q: 3 clusters Score -2348515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2348520.250000 Penalty: 4998.868652
	Iteration 27Q: 3 clusters Score -2348520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2348518.250000 Penalty: 4998.868652
	Iteration 28Q: 3 clusters Score -2348518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2348521.000000 Penalty: 4998.868652
	Iteration 29Q: 3 clusters Score -2348521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2348526.000000 Penalty: 4998.868652
	Iteration 30Q: 3 clusters Score -2348526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2348525.750000 Penalty: 4998.868652
	Iteration 31Q: 3 clusters Score -2348526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2348526.500000 Penalty: 4998.868652
	Iteration 32Q: 3 clusters Score -2348526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2348529.250000 Penalty: 4998.868652
	Iteration 33Q: 3 clusters Score -2348529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2348534.250000 Penalty: 4998.868652
	Iteration 34Q: 3 clusters Score -2348534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2348533.250000 Penalty: 4998.868652
	Iteration 35Q: 3 clusters Score -2348533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2348533.500000 Penalty: 4998.868652
	Iteration 36Q: 3 clusters Score -2348534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2348532.250000 Penalty: 4998.868652
	Iteration 37Q: 3 clusters Score -2348532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2348533.000000 Penalty: 4998.868652
	Iteration 38Q: 3 clusters Score -2348533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2348536.500000 Penalty: 4998.868652
	Iteration 39Q: 3 clusters Score -2348536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2348537.250000 Penalty: 4998.868652
	Iteration 40F: 3 clusters Score -2348537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2348537.750000 Penalty: 4998.868652
	Iteration 41Q: 3 clusters Score -2348538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2348540.000000 Penalty: 4998.868652
	Iteration 42Q: 3 clusters Score -2348540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2348539.500000 Penalty: 4998.868652
	Iteration 43Q: 3 clusters Score -2348540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2348539.250000 Penalty: 4998.868652
	Iteration 44Q: 3 clusters Score -2348539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2348539.250000 Penalty: 4998.868652
	Iteration 45F: 3 clusters Score -2348539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (66425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Entering Unmasked Estep 
Score: -6661897.000000 Penalty: 2753.749512
	Iteration 0F: 2 clusters Score -6661897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -6617493.500000 Penalty: 5507.499023
	Iteration 0F: 3 clusters Score -6617494 nChanged 30824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -6635149.000000 Penalty: 5507.499023
	Iteration 1F: 3 clusters Score -6635149 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -6636358.000000 Penalty: 5507.499023
	Iteration 2Q: 3 clusters Score -6636358 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -6637933.000000 Penalty: 5507.499023
	Iteration 3Q: 3 clusters Score -6637933 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -6640258.000000 Penalty: 5507.499023
	Iteration 4F: 3 clusters Score -6640258 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -6643478.500000 Penalty: 5507.499023
	Iteration 5F: 3 clusters Score -6643478 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -6647421.000000 Penalty: 5507.499023
	Iteration 6F: 3 clusters Score -6647421 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -6651112.000000 Penalty: 5507.499023
	Iteration 7F: 3 clusters Score -6651112 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -6653715.000000 Penalty: 5507.499023
	Iteration 8F: 3 clusters Score -6653715 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -6655057.000000 Penalty: 5507.499023
	Iteration 9Q: 3 clusters Score -6655057 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -6655702.500000 Penalty: 5507.499023
	Iteration 10Q: 3 clusters Score -6655702 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -6656006.500000 Penalty: 5507.499023
	Iteration 11Q: 3 clusters Score -6656006 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -6656270.500000 Penalty: 5507.499023
	Iteration 12Q: 3 clusters Score -6656270 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6656469.500000 Penalty: 5507.499023
	Iteration 13Q: 3 clusters Score -6656470 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -6656651.000000 Penalty: 5507.499023
	Iteration 14Q: 3 clusters Score -6656651 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -6656754.500000 Penalty: 5507.499023
	Iteration 15Q: 3 clusters Score -6656754 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -6656863.500000 Penalty: 5507.499023
	Iteration 16Q: 3 clusters Score -6656864 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -6656997.500000 Penalty: 5507.499023
	Iteration 17Q: 3 clusters Score -6656998 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -6657189.500000 Penalty: 5507.499023
	Iteration 18Q: 3 clusters Score -6657190 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -6657412.500000 Penalty: 5507.499023
	Iteration 19Q: 3 clusters Score -6657412 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -6657629.500000 Penalty: 5507.499023
	Iteration 20F: 3 clusters Score -6657630 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -6657891.500000 Penalty: 5507.499023
	Iteration 21Q: 3 clusters Score -6657892 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -6658220.500000 Penalty: 5507.499023
	Iteration 22Q: 3 clusters Score -6658220 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 52844 members 
Entering Unmasked Estep 
Score: -6658525.000000 Penalty: 5507.499023
	Iteration 23Q: 3 clusters Score -6658525 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -6658786.000000 Penalty: 5507.499023
	Iteration 24Q: 3 clusters Score -6658786 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -6658956.500000 Penalty: 5507.499023
	Iteration 25Q: 3 clusters Score -6658956 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -6659120.000000 Penalty: 5507.499023
	Iteration 26Q: 3 clusters Score -6659120 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -6659243.000000 Penalty: 5507.499023
	Iteration 27Q: 3 clusters Score -6659243 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -6659357.000000 Penalty: 5507.499023
	Iteration 28Q: 3 clusters Score -6659357 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -6659465.500000 Penalty: 5507.499023
	Iteration 29Q: 3 clusters Score -6659466 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -6659537.500000 Penalty: 5507.499023
	Iteration 30Q: 3 clusters Score -6659538 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -6659644.500000 Penalty: 5507.499023
	Iteration 31Q: 3 clusters Score -6659644 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -6659730.500000 Penalty: 5507.499023
	Iteration 32Q: 3 clusters Score -6659730 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -6659783.000000 Penalty: 5507.499023
	Iteration 33Q: 3 clusters Score -6659783 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -6659837.000000 Penalty: 5507.499023
	Iteration 34Q: 3 clusters Score -6659837 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -6659907.500000 Penalty: 5507.499023
	Iteration 35Q: 3 clusters Score -6659908 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -6659981.500000 Penalty: 5507.499023
	Iteration 36Q: 3 clusters Score -6659982 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -6660041.500000 Penalty: 5507.499023
	Iteration 37Q: 3 clusters Score -6660042 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -6660098.500000 Penalty: 5507.499023
	Iteration 38Q: 3 clusters Score -6660098 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -6660112.500000 Penalty: 5507.499023
	Iteration 39Q: 3 clusters Score -6660112 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -6660177.000000 Penalty: 5507.499023
	Iteration 40F: 3 clusters Score -6660177 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
Score: -6660217.000000 Penalty: 5507.499023
	Iteration 41Q: 3 clusters Score -6660217 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -6660250.500000 Penalty: 5507.499023
	Iteration 42Q: 3 clusters Score -6660250 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -6660276.000000 Penalty: 5507.499023
	Iteration 43Q: 3 clusters Score -6660276 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 60252 members 
Entering Unmasked Estep 
Score: -6660315.500000 Penalty: 5507.499023
	Iteration 44Q: 3 clusters Score -6660316 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -6660342.500000 Penalty: 5507.499023
	Iteration 45Q: 3 clusters Score -6660342 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -6660339.500000 Penalty: 5507.499023
	Iteration 46Q: 3 clusters Score -6660340 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -6660371.500000 Penalty: 5507.499023
	Iteration 47Q: 3 clusters Score -6660372 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -6660381.500000 Penalty: 5507.499023
	Iteration 48Q: 3 clusters Score -6660382 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -6660405.000000 Penalty: 5507.499023
	Iteration 49Q: 3 clusters Score -6660405 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -6660433.000000 Penalty: 5507.499023
	Iteration 50Q: 3 clusters Score -6660433 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -6660470.000000 Penalty: 5507.499023
	Iteration 51Q: 3 clusters Score -6660470 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -6660480.000000 Penalty: 5507.499023
	Iteration 52Q: 3 clusters Score -6660480 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -6660499.000000 Penalty: 5507.499023
	Iteration 53Q: 3 clusters Score -6660499 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -6660531.000000 Penalty: 5507.499023
	Iteration 54Q: 3 clusters Score -6660531 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 61688 members 
Entering Unmasked Estep 
Score: -6660557.500000 Penalty: 5507.499023
	Iteration 55Q: 3 clusters Score -6660558 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -6660568.500000 Penalty: 5507.499023
	Iteration 56Q: 3 clusters Score -6660568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -6660588.500000 Penalty: 5507.499023
	Iteration 57Q: 3 clusters Score -6660588 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 61935 members 
Entering Unmasked Estep 
Score: -6660604.500000 Penalty: 5507.499023
	Iteration 58Q: 3 clusters Score -6660604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -6660609.500000 Penalty: 5507.499023
	Iteration 59Q: 3 clusters Score -6660610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -6660622.000000 Penalty: 5507.499023
	Iteration 60F: 3 clusters Score -6660622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 62119 members 
Entering Unmasked Estep 
Score: -6660618.000000 Penalty: 5507.499023
	Iteration 61Q: 3 clusters Score -6660618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -6660640.000000 Penalty: 5507.499023
	Iteration 62Q: 3 clusters Score -6660640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -6660659.500000 Penalty: 5507.499023
	Iteration 63Q: 3 clusters Score -6660660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -6660660.000000 Penalty: 5507.499023
	Iteration 64Q: 3 clusters Score -6660660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -6660664.000000 Penalty: 5507.499023
	Iteration 65Q: 3 clusters Score -6660664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -6660669.000000 Penalty: 5507.499023
	Iteration 66Q: 3 clusters Score -6660669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -6660673.000000 Penalty: 5507.499023
	Iteration 67Q: 3 clusters Score -6660673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -6660674.000000 Penalty: 5507.499023
	Iteration 68Q: 3 clusters Score -6660674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -6660681.000000 Penalty: 5507.499023
	Iteration 69Q: 3 clusters Score -6660681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 62411 members 
Entering Unmasked Estep 
Score: -6660691.000000 Penalty: 5507.499023
	Iteration 70Q: 3 clusters Score -6660691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -6660694.000000 Penalty: 5507.499023
	Iteration 71Q: 3 clusters Score -6660694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -6660683.500000 Penalty: 5507.499023
	Iteration 72Q: 3 clusters Score -6660684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -6660689.000000 Penalty: 5507.499023
	Iteration 73Q: 3 clusters Score -6660689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -6660680.000000 Penalty: 5507.499023
	Iteration 74Q: 3 clusters Score -6660680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -6660697.000000 Penalty: 5507.499023
	Iteration 75Q: 3 clusters Score -6660697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -6660693.500000 Penalty: 5507.499023
	Iteration 76Q: 3 clusters Score -6660694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -6660697.500000 Penalty: 5507.499023
	Iteration 77Q: 3 clusters Score -6660698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -6660698.500000 Penalty: 5507.499023
	Iteration 78Q: 3 clusters Score -6660698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -6660702.000000 Penalty: 5507.499023
	Iteration 79Q: 3 clusters Score -6660702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -6660704.000000 Penalty: 5507.499023
	Iteration 80F: 3 clusters Score -6660704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -6660709.500000 Penalty: 5507.499023
	Iteration 81Q: 3 clusters Score -6660710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -6660716.500000 Penalty: 5507.499023
	Iteration 82Q: 3 clusters Score -6660716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 62544 members 
Entering Unmasked Estep 
Score: -6660712.000000 Penalty: 5507.499023
	Iteration 83Q: 3 clusters Score -6660712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -6660718.000000 Penalty: 5507.499023
	Iteration 84Q: 3 clusters Score -6660718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -6660720.500000 Penalty: 5507.499023
	Iteration 85Q: 3 clusters Score -6660720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -6660718.000000 Penalty: 5507.499023
	Iteration 86Q: 3 clusters Score -6660718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -6660718.000000 Penalty: 5507.499023
	Iteration 87Q: 3 clusters Score -6660718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -6660718.000000 Penalty: 5507.499023
	Iteration 88F: 3 clusters Score -6660718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Entering Unmasked Estep 
Score: -4382412.000000 Penalty: 2647.143555
	Iteration 0F: 2 clusters Score -4382412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -4353325.000000 Penalty: 5294.287109
	Iteration 0F: 3 clusters Score -4353325 nChanged 19854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -4364102.000000 Penalty: 5294.287109
	Iteration 1F: 3 clusters Score -4364102 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -4364586.500000 Penalty: 5294.287109
	Iteration 2Q: 3 clusters Score -4364586 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4364964.000000 Penalty: 5294.287109
	Iteration 3Q: 3 clusters Score -4364964 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -4365346.500000 Penalty: 5294.287109
	Iteration 4Q: 3 clusters Score -4365346 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4365755.500000 Penalty: 5294.287109
	Iteration 5Q: 3 clusters Score -4365756 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4366196.500000 Penalty: 5294.287109
	Iteration 6Q: 3 clusters Score -4366196 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -4366767.500000 Penalty: 5294.287109
	Iteration 7Q: 3 clusters Score -4366768 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -4367521.000000 Penalty: 5294.287109
	Iteration 8Q: 3 clusters Score -4367521 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -4368466.500000 Penalty: 5294.287109
	Iteration 9Q: 3 clusters Score -4368466 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -4369794.500000 Penalty: 5294.287109
	Iteration 10Q: 3 clusters Score -4369794 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4371529.500000 Penalty: 5294.287109
	Iteration 11F: 3 clusters Score -4371530 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4373221.000000 Penalty: 5294.287109
	Iteration 12F: 3 clusters Score -4373221 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -4374255.500000 Penalty: 5294.287109
	Iteration 13Q: 3 clusters Score -4374256 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -4374726.500000 Penalty: 5294.287109
	Iteration 14Q: 3 clusters Score -4374726 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -4375008.500000 Penalty: 5294.287109
	Iteration 15Q: 3 clusters Score -4375008 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4375211.500000 Penalty: 5294.287109
	Iteration 16Q: 3 clusters Score -4375212 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4375353.000000 Penalty: 5294.287109
	Iteration 17Q: 3 clusters Score -4375353 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -4375475.500000 Penalty: 5294.287109
	Iteration 18Q: 3 clusters Score -4375476 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -4375581.500000 Penalty: 5294.287109
	Iteration 19Q: 3 clusters Score -4375582 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -4375664.500000 Penalty: 5294.287109
	Iteration 20F: 3 clusters Score -4375664 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -4375729.000000 Penalty: 5294.287109
	Iteration 21Q: 3 clusters Score -4375729 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -4375816.000000 Penalty: 5294.287109
	Iteration 22Q: 3 clusters Score -4375816 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4375894.000000 Penalty: 5294.287109
	Iteration 23Q: 3 clusters Score -4375894 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -4375978.000000 Penalty: 5294.287109
	Iteration 24Q: 3 clusters Score -4375978 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -4376047.000000 Penalty: 5294.287109
	Iteration 25Q: 3 clusters Score -4376047 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -4376096.500000 Penalty: 5294.287109
	Iteration 26Q: 3 clusters Score -4376096 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -4376185.000000 Penalty: 5294.287109
	Iteration 27Q: 3 clusters Score -4376185 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -4376265.500000 Penalty: 5294.287109
	Iteration 28Q: 3 clusters Score -4376266 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -4376350.000000 Penalty: 5294.287109
	Iteration 29Q: 3 clusters Score -4376350 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -4376455.500000 Penalty: 5294.287109
	Iteration 30Q: 3 clusters Score -4376456 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -4376568.000000 Penalty: 5294.287109
	Iteration 31Q: 3 clusters Score -4376568 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -4376669.000000 Penalty: 5294.287109
	Iteration 32Q: 3 clusters Score -4376669 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -4376797.500000 Penalty: 5294.287109
	Iteration 33Q: 3 clusters Score -4376798 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4376901.000000 Penalty: 5294.287109
	Iteration 34Q: 3 clusters Score -4376901 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -4377040.000000 Penalty: 5294.287109
	Iteration 35Q: 3 clusters Score -4377040 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -4377207.500000 Penalty: 5294.287109
	Iteration 36Q: 3 clusters Score -4377208 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -4377328.000000 Penalty: 5294.287109
	Iteration 37Q: 3 clusters Score -4377328 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4377411.000000 Penalty: 5294.287109
	Iteration 38Q: 3 clusters Score -4377411 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -4377525.000000 Penalty: 5294.287109
	Iteration 39Q: 3 clusters Score -4377525 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -4377632.500000 Penalty: 5294.287109
	Iteration 40F: 3 clusters Score -4377632 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -4377762.000000 Penalty: 5294.287109
	Iteration 41Q: 3 clusters Score -4377762 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -4377910.000000 Penalty: 5294.287109
	Iteration 42Q: 3 clusters Score -4377910 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -4378032.000000 Penalty: 5294.287109
	Iteration 43Q: 3 clusters Score -4378032 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -4378165.500000 Penalty: 5294.287109
	Iteration 44Q: 3 clusters Score -4378166 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -4378288.000000 Penalty: 5294.287109
	Iteration 45Q: 3 clusters Score -4378288 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -4378433.000000 Penalty: 5294.287109
	Iteration 46Q: 3 clusters Score -4378433 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -4378545.500000 Penalty: 5294.287109
	Iteration 47Q: 3 clusters Score -4378546 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4378656.000000 Penalty: 5294.287109
	Iteration 48Q: 3 clusters Score -4378656 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -4378784.000000 Penalty: 5294.287109
	Iteration 49Q: 3 clusters Score -4378784 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4378883.000000 Penalty: 5294.287109
	Iteration 50Q: 3 clusters Score -4378883 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -4378986.500000 Penalty: 5294.287109
	Iteration 51Q: 3 clusters Score -4378986 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4379040.000000 Penalty: 5294.287109
	Iteration 52Q: 3 clusters Score -4379040 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4379103.500000 Penalty: 5294.287109
	Iteration 53Q: 3 clusters Score -4379104 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4379190.500000 Penalty: 5294.287109
	Iteration 54Q: 3 clusters Score -4379190 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -4379268.500000 Penalty: 5294.287109
	Iteration 55Q: 3 clusters Score -4379268 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -4379330.500000 Penalty: 5294.287109
	Iteration 56Q: 3 clusters Score -4379330 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4379393.000000 Penalty: 5294.287109
	Iteration 57Q: 3 clusters Score -4379393 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4379435.500000 Penalty: 5294.287109
	Iteration 58Q: 3 clusters Score -4379436 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4379474.000000 Penalty: 5294.287109
	Iteration 59Q: 3 clusters Score -4379474 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4379525.000000 Penalty: 5294.287109
	Iteration 60F: 3 clusters Score -4379525 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4379554.500000 Penalty: 5294.287109
	Iteration 61Q: 3 clusters Score -4379554 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4379601.500000 Penalty: 5294.287109
	Iteration 62Q: 3 clusters Score -4379602 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4379638.500000 Penalty: 5294.287109
	Iteration 63Q: 3 clusters Score -4379638 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4379671.000000 Penalty: 5294.287109
	Iteration 64Q: 3 clusters Score -4379671 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4379709.000000 Penalty: 5294.287109
	Iteration 65Q: 3 clusters Score -4379709 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4379736.000000 Penalty: 5294.287109
	Iteration 66Q: 3 clusters Score -4379736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4379768.500000 Penalty: 5294.287109
	Iteration 67Q: 3 clusters Score -4379768 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4379808.000000 Penalty: 5294.287109
	Iteration 68Q: 3 clusters Score -4379808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4379844.000000 Penalty: 5294.287109
	Iteration 69Q: 3 clusters Score -4379844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4379861.500000 Penalty: 5294.287109
	Iteration 70Q: 3 clusters Score -4379862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4379885.000000 Penalty: 5294.287109
	Iteration 71Q: 3 clusters Score -4379885 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4379908.500000 Penalty: 5294.287109
	Iteration 72Q: 3 clusters Score -4379908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4379925.500000 Penalty: 5294.287109
	Iteration 73Q: 3 clusters Score -4379926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4379954.000000 Penalty: 5294.287109
	Iteration 74Q: 3 clusters Score -4379954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4379972.000000 Penalty: 5294.287109
	Iteration 75Q: 3 clusters Score -4379972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4379989.500000 Penalty: 5294.287109
	Iteration 76Q: 3 clusters Score -4379990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4379998.500000 Penalty: 5294.287109
	Iteration 77Q: 3 clusters Score -4379998 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4380015.500000 Penalty: 5294.287109
	Iteration 78Q: 3 clusters Score -4380016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4380033.500000 Penalty: 5294.287109
	Iteration 79Q: 3 clusters Score -4380034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4380047.000000 Penalty: 5294.287109
	Iteration 80F: 3 clusters Score -4380047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4380051.000000 Penalty: 5294.287109
	Iteration 81Q: 3 clusters Score -4380051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4380051.500000 Penalty: 5294.287109
	Iteration 82Q: 3 clusters Score -4380052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4380052.500000 Penalty: 5294.287109
	Iteration 83Q: 3 clusters Score -4380052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4380054.500000 Penalty: 5294.287109
	Iteration 84Q: 3 clusters Score -4380054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4380064.000000 Penalty: 5294.287109
	Iteration 85Q: 3 clusters Score -4380064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4380075.500000 Penalty: 5294.287109
	Iteration 86Q: 3 clusters Score -4380076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4380080.500000 Penalty: 5294.287109
	Iteration 87Q: 3 clusters Score -4380080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4380092.500000 Penalty: 5294.287109
	Iteration 88Q: 3 clusters Score -4380092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4380094.500000 Penalty: 5294.287109
	Iteration 89Q: 3 clusters Score -4380094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4380092.000000 Penalty: 5294.287109
	Iteration 90Q: 3 clusters Score -4380092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4380098.500000 Penalty: 5294.287109
	Iteration 91Q: 3 clusters Score -4380098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4380095.500000 Penalty: 5294.287109
	Iteration 92Q: 3 clusters Score -4380096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4380096.000000 Penalty: 5294.287109
	Iteration 93Q: 3 clusters Score -4380096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4380095.000000 Penalty: 5294.287109
	Iteration 94Q: 3 clusters Score -4380095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4380097.000000 Penalty: 5294.287109
	Iteration 95Q: 3 clusters Score -4380097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4380108.500000 Penalty: 5294.287109
	Iteration 96Q: 3 clusters Score -4380108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4380104.000000 Penalty: 5294.287109
	Iteration 97Q: 3 clusters Score -4380104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4380110.000000 Penalty: 5294.287109
	Iteration 98Q: 3 clusters Score -4380110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4380117.500000 Penalty: 5294.287109
	Iteration 99Q: 3 clusters Score -4380118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4380115.000000 Penalty: 5294.287109
	Iteration 100F: 3 clusters Score -4380115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4380115.000000 Penalty: 5294.287109
	Iteration 101Q: 3 clusters Score -4380115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4380116.000000 Penalty: 5294.287109
	Iteration 102Q: 3 clusters Score -4380116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4380123.500000 Penalty: 5294.287109
	Iteration 103Q: 3 clusters Score -4380124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4380126.500000 Penalty: 5294.287109
	Iteration 104Q: 3 clusters Score -4380126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4380128.000000 Penalty: 5294.287109
	Iteration 105Q: 3 clusters Score -4380128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4380130.000000 Penalty: 5294.287109
	Iteration 106Q: 3 clusters Score -4380130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4380131.000000 Penalty: 5294.287109
	Iteration 107Q: 3 clusters Score -4380131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4380131.500000 Penalty: 5294.287109
	Iteration 108Q: 3 clusters Score -4380132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4380131.500000 Penalty: 5294.287109
	Iteration 109F: 3 clusters Score -4380132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206135 members 
Entering Unmasked Estep 
Score: -20785106.000000 Penalty: 3034.598877
	Iteration 0F: 2 clusters Score -2.078511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102877 members 
Mstep: Class 2 contains 103258 members 
Entering Unmasked Estep 
Score: -20647174.000000 Penalty: 6069.197754
	Iteration 0F: 3 clusters Score -2.064717e+07 nChanged 99308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100553 members 
Mstep: Class 2 contains 105582 members 
Entering Unmasked Estep 
Score: -20704396.000000 Penalty: 6069.197754
	Iteration 1F: 3 clusters Score -2.07044e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99093 members 
Mstep: Class 2 contains 107042 members 
Entering Unmasked Estep 
Score: -20705274.000000 Penalty: 6069.197754
	Iteration 2Q: 3 clusters Score -2.070527e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96780 members 
Mstep: Class 2 contains 109355 members 
Entering Unmasked Estep 
Score: -20706174.000000 Penalty: 6069.197754
	Iteration 3Q: 3 clusters Score -2.070617e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 112966 members 
Entering Unmasked Estep 
Score: -20707504.000000 Penalty: 6069.197754
	Iteration 4Q: 3 clusters Score -2.07075e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 118448 members 
Entering Unmasked Estep 
Score: -20709476.000000 Penalty: 6069.197754
	Iteration 5Q: 3 clusters Score -2.070948e+07 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 126784 members 
Entering Unmasked Estep 
Score: -20713310.000000 Penalty: 6069.197754
	Iteration 6Q: 3 clusters Score -2.071331e+07 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67016 members 
Mstep: Class 2 contains 139119 members 
Entering Unmasked Estep 
Score: -20720654.000000 Penalty: 6069.197754
	Iteration 7F: 3 clusters Score -2.072065e+07 nChanged 16411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 155506 members 
Entering Unmasked Estep 
Score: -20733056.000000 Penalty: 6069.197754
	Iteration 8F: 3 clusters Score -2.073306e+07 nChanged 19106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 174610 members 
Entering Unmasked Estep 
Score: -20750682.000000 Penalty: 6069.197754
	Iteration 9F: 3 clusters Score -2.075068e+07 nChanged 17004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 191614 members 
Entering Unmasked Estep 
Score: -20768040.000000 Penalty: 6069.197754
	Iteration 10F: 3 clusters Score -2.076804e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 201500 members 
Entering Unmasked Estep 
Score: -20777896.000000 Penalty: 6069.197754
	Iteration 11Q: 3 clusters Score -2.07779e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 204926 members 
Entering Unmasked Estep 
Score: -20781146.000000 Penalty: 6069.197754
	Iteration 12Q: 3 clusters Score -2.078115e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 205731 members 
Entering Unmasked Estep 
Score: -20781932.000000 Penalty: 6069.197754
	Iteration 13Q: 3 clusters Score -2.078193e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 205887 members 
Entering Unmasked Estep 
Score: -20782186.000000 Penalty: 6069.197754
	Iteration 14Q: 3 clusters Score -2.078219e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205933 members 
Entering Unmasked Estep 
Score: -20782288.000000 Penalty: 6069.197754
	Iteration 15Q: 3 clusters Score -2.078229e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 205952 members 
Entering Unmasked Estep 
Score: -20782328.000000 Penalty: 6069.197754
	Iteration 16Q: 3 clusters Score -2.078233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 205957 members 
Entering Unmasked Estep 
Score: -20782362.000000 Penalty: 6069.197754
	Iteration 17Q: 3 clusters Score -2.078236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 205962 members 
Entering Unmasked Estep 
Score: -20782368.000000 Penalty: 6069.197754
	Iteration 18Q: 3 clusters Score -2.078237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205964 members 
Entering Unmasked Estep 
Score: -20782368.000000 Penalty: 6069.197754
	Iteration 19Q: 3 clusters Score -2.078237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 205968 members 
Entering Unmasked Estep 
Score: -20782388.000000 Penalty: 6069.197754
	Iteration 20F: 3 clusters Score -2.078239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 205972 members 
Entering Unmasked Estep 
Score: -20782394.000000 Penalty: 6069.197754
	Iteration 21Q: 3 clusters Score -2.078239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 205970 members 
Entering Unmasked Estep 
Score: -20782404.000000 Penalty: 6069.197754
	Iteration 22Q: 3 clusters Score -2.07824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 205968 members 
Entering Unmasked Estep 
Score: -20782406.000000 Penalty: 6069.197754
	Iteration 23Q: 3 clusters Score -2.078241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 205967 members 
Entering Unmasked Estep 
Score: -20782406.000000 Penalty: 6069.197754
	Iteration 24Q: 3 clusters Score -2.078241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 205968 members 
Entering Unmasked Estep 
Score: -20782406.000000 Penalty: 6069.197754
	Iteration 25Q: 3 clusters Score -2.078241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 205968 members 
Entering Unmasked Estep 
Score: -20782406.000000 Penalty: 6069.197754
	Iteration 26F: 3 clusters Score -2.078241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Entering Unmasked Estep 
Score: -1985703.625000 Penalty: 2456.064941
	Iteration 0F: 2 clusters Score -1985704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1971585.875000 Penalty: 4912.129883
	Iteration 0F: 3 clusters Score -1971586 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1976351.000000 Penalty: 4912.129883
	Iteration 1F: 3 clusters Score -1976351 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1976991.375000 Penalty: 4912.129883
	Iteration 2F: 3 clusters Score -1976991 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1977637.250000 Penalty: 4912.129883
	Iteration 3F: 3 clusters Score -1977637 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1978236.625000 Penalty: 4912.129883
	Iteration 4F: 3 clusters Score -1978237 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1978851.375000 Penalty: 4912.129883
	Iteration 5F: 3 clusters Score -1978851 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1979515.625000 Penalty: 4912.129883
	Iteration 6F: 3 clusters Score -1979516 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1980190.375000 Penalty: 4912.129883
	Iteration 7F: 3 clusters Score -1980190 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1980904.125000 Penalty: 4912.129883
	Iteration 8F: 3 clusters Score -1980904 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1981604.750000 Penalty: 4912.129883
	Iteration 9Q: 3 clusters Score -1981605 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1982195.875000 Penalty: 4912.129883
	Iteration 10Q: 3 clusters Score -1982196 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1982641.000000 Penalty: 4912.129883
	Iteration 11Q: 3 clusters Score -1982641 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1982953.000000 Penalty: 4912.129883
	Iteration 12Q: 3 clusters Score -1982953 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1983192.375000 Penalty: 4912.129883
	Iteration 13Q: 3 clusters Score -1983192 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1983336.250000 Penalty: 4912.129883
	Iteration 14Q: 3 clusters Score -1983336 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1983449.625000 Penalty: 4912.129883
	Iteration 15Q: 3 clusters Score -1983450 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1983547.750000 Penalty: 4912.129883
	Iteration 16Q: 3 clusters Score -1983548 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1983603.625000 Penalty: 4912.129883
	Iteration 17Q: 3 clusters Score -1983604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1983656.875000 Penalty: 4912.129883
	Iteration 18Q: 3 clusters Score -1983657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1983692.750000 Penalty: 4912.129883
	Iteration 19Q: 3 clusters Score -1983693 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1983728.375000 Penalty: 4912.129883
	Iteration 20F: 3 clusters Score -1983728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1983763.000000 Penalty: 4912.129883
	Iteration 21Q: 3 clusters Score -1983763 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1983790.750000 Penalty: 4912.129883
	Iteration 22Q: 3 clusters Score -1983791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1983810.750000 Penalty: 4912.129883
	Iteration 23Q: 3 clusters Score -1983811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1983821.375000 Penalty: 4912.129883
	Iteration 24Q: 3 clusters Score -1983821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1983836.250000 Penalty: 4912.129883
	Iteration 25Q: 3 clusters Score -1983836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1983846.750000 Penalty: 4912.129883
	Iteration 26Q: 3 clusters Score -1983847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1983867.250000 Penalty: 4912.129883
	Iteration 27Q: 3 clusters Score -1983867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1983874.625000 Penalty: 4912.129883
	Iteration 28Q: 3 clusters Score -1983875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1983881.375000 Penalty: 4912.129883
	Iteration 29Q: 3 clusters Score -1983881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1983888.375000 Penalty: 4912.129883
	Iteration 30Q: 3 clusters Score -1983888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1983894.875000 Penalty: 4912.129883
	Iteration 31Q: 3 clusters Score -1983895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1983899.250000 Penalty: 4912.129883
	Iteration 32Q: 3 clusters Score -1983899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1983897.375000 Penalty: 4912.129883
	Iteration 33Q: 3 clusters Score -1983897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1983906.375000 Penalty: 4912.129883
	Iteration 34Q: 3 clusters Score -1983906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1983913.875000 Penalty: 4912.129883
	Iteration 35Q: 3 clusters Score -1983914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1983915.625000 Penalty: 4912.129883
	Iteration 36Q: 3 clusters Score -1983916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1983914.625000 Penalty: 4912.129883
	Iteration 37Q: 3 clusters Score -1983915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1983919.000000 Penalty: 4912.129883
	Iteration 38Q: 3 clusters Score -1983919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1983924.375000 Penalty: 4912.129883
	Iteration 39Q: 3 clusters Score -1983924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1983933.625000 Penalty: 4912.129883
	Iteration 40F: 3 clusters Score -1983934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1983931.125000 Penalty: 4912.129883
	Iteration 41Q: 3 clusters Score -1983931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1983931.000000 Penalty: 4912.129883
	Iteration 42Q: 3 clusters Score -1983931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1983932.875000 Penalty: 4912.129883
	Iteration 43Q: 3 clusters Score -1983933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1983933.625000 Penalty: 4912.129883
	Iteration 44Q: 3 clusters Score -1983934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1983932.250000 Penalty: 4912.129883
	Iteration 45Q: 3 clusters Score -1983932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1983932.250000 Penalty: 4912.129883
	Iteration 46F: 3 clusters Score -1983932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Entering Unmasked Estep 
Score: -1064586.125000 Penalty: 2305.718506
	Iteration 0F: 2 clusters Score -1064586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1056287.625000 Penalty: 4611.437012
	Iteration 0F: 3 clusters Score -1056288 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1058748.625000 Penalty: 4611.437012
	Iteration 1F: 3 clusters Score -1058749 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1059087.625000 Penalty: 4611.437012
	Iteration 2F: 3 clusters Score -1059088 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1059344.375000 Penalty: 4611.437012
	Iteration 3F: 3 clusters Score -1059344 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1059529.500000 Penalty: 4611.437012
	Iteration 4Q: 3 clusters Score -1059530 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1059707.000000 Penalty: 4611.437012
	Iteration 5Q: 3 clusters Score -1059707 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1059862.875000 Penalty: 4611.437012
	Iteration 6Q: 3 clusters Score -1059863 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1060005.375000 Penalty: 4611.437012
	Iteration 7Q: 3 clusters Score -1060005 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1060125.000000 Penalty: 4611.437012
	Iteration 8Q: 3 clusters Score -1060125 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1060244.375000 Penalty: 4611.437012
	Iteration 9Q: 3 clusters Score -1060244 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1060378.875000 Penalty: 4611.437012
	Iteration 10Q: 3 clusters Score -1060379 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1060523.375000 Penalty: 4611.437012
	Iteration 11Q: 3 clusters Score -1060523 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1060684.875000 Penalty: 4611.437012
	Iteration 12Q: 3 clusters Score -1060685 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1060857.750000 Penalty: 4611.437012
	Iteration 13Q: 3 clusters Score -1060858 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1061014.500000 Penalty: 4611.437012
	Iteration 14Q: 3 clusters Score -1061014 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1061140.625000 Penalty: 4611.437012
	Iteration 15Q: 3 clusters Score -1061141 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1061234.875000 Penalty: 4611.437012
	Iteration 16Q: 3 clusters Score -1061235 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1061313.875000 Penalty: 4611.437012
	Iteration 17Q: 3 clusters Score -1061314 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1061370.375000 Penalty: 4611.437012
	Iteration 18Q: 3 clusters Score -1061370 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1061408.625000 Penalty: 4611.437012
	Iteration 19Q: 3 clusters Score -1061409 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1061428.750000 Penalty: 4611.437012
	Iteration 20F: 3 clusters Score -1061429 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1061443.375000 Penalty: 4611.437012
	Iteration 21Q: 3 clusters Score -1061443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1061455.000000 Penalty: 4611.437012
	Iteration 22Q: 3 clusters Score -1061455 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1061466.375000 Penalty: 4611.437012
	Iteration 23Q: 3 clusters Score -1061466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1061476.750000 Penalty: 4611.437012
	Iteration 24Q: 3 clusters Score -1061477 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1061483.500000 Penalty: 4611.437012
	Iteration 25Q: 3 clusters Score -1061484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1061497.375000 Penalty: 4611.437012
	Iteration 26Q: 3 clusters Score -1061497 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1061504.500000 Penalty: 4611.437012
	Iteration 27Q: 3 clusters Score -1061504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1061514.875000 Penalty: 4611.437012
	Iteration 28Q: 3 clusters Score -1061515 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1061523.500000 Penalty: 4611.437012
	Iteration 29Q: 3 clusters Score -1061524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1061534.875000 Penalty: 4611.437012
	Iteration 30Q: 3 clusters Score -1061535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1061544.625000 Penalty: 4611.437012
	Iteration 31Q: 3 clusters Score -1061545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1061551.250000 Penalty: 4611.437012
	Iteration 32Q: 3 clusters Score -1061551 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1061561.750000 Penalty: 4611.437012
	Iteration 33Q: 3 clusters Score -1061562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1061570.875000 Penalty: 4611.437012
	Iteration 34Q: 3 clusters Score -1061571 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1061588.250000 Penalty: 4611.437012
	Iteration 35Q: 3 clusters Score -1061588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1061605.125000 Penalty: 4611.437012
	Iteration 36Q: 3 clusters Score -1061605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1061622.625000 Penalty: 4611.437012
	Iteration 37Q: 3 clusters Score -1061623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1061633.625000 Penalty: 4611.437012
	Iteration 38Q: 3 clusters Score -1061634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1061646.875000 Penalty: 4611.437012
	Iteration 39Q: 3 clusters Score -1061647 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1061655.375000 Penalty: 4611.437012
	Iteration 40F: 3 clusters Score -1061655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1061667.625000 Penalty: 4611.437012
	Iteration 41Q: 3 clusters Score -1061668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1061680.375000 Penalty: 4611.437012
	Iteration 42Q: 3 clusters Score -1061680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1061685.625000 Penalty: 4611.437012
	Iteration 43Q: 3 clusters Score -1061686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1061697.375000 Penalty: 4611.437012
	Iteration 44Q: 3 clusters Score -1061697 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1061706.500000 Penalty: 4611.437012
	Iteration 45Q: 3 clusters Score -1061706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1061720.375000 Penalty: 4611.437012
	Iteration 46Q: 3 clusters Score -1061720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1061730.625000 Penalty: 4611.437012
	Iteration 47Q: 3 clusters Score -1061731 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1061741.250000 Penalty: 4611.437012
	Iteration 48Q: 3 clusters Score -1061741 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1061758.750000 Penalty: 4611.437012
	Iteration 49Q: 3 clusters Score -1061759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1061767.625000 Penalty: 4611.437012
	Iteration 50Q: 3 clusters Score -1061768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1061780.375000 Penalty: 4611.437012
	Iteration 51Q: 3 clusters Score -1061780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1061795.875000 Penalty: 4611.437012
	Iteration 52Q: 3 clusters Score -1061796 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1061814.625000 Penalty: 4611.437012
	Iteration 53Q: 3 clusters Score -1061815 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1061832.875000 Penalty: 4611.437012
	Iteration 54Q: 3 clusters Score -1061833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1061850.125000 Penalty: 4611.437012
	Iteration 55Q: 3 clusters Score -1061850 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1061860.250000 Penalty: 4611.437012
	Iteration 56Q: 3 clusters Score -1061860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1061876.750000 Penalty: 4611.437012
	Iteration 57Q: 3 clusters Score -1061877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1061883.875000 Penalty: 4611.437012
	Iteration 58Q: 3 clusters Score -1061884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1061896.625000 Penalty: 4611.437012
	Iteration 59Q: 3 clusters Score -1061897 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1061908.375000 Penalty: 4611.437012
	Iteration 60F: 3 clusters Score -1061908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1061912.500000 Penalty: 4611.437012
	Iteration 61Q: 3 clusters Score -1061912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1061921.500000 Penalty: 4611.437012
	Iteration 62Q: 3 clusters Score -1061922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1061928.125000 Penalty: 4611.437012
	Iteration 63Q: 3 clusters Score -1061928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1061932.000000 Penalty: 4611.437012
	Iteration 64Q: 3 clusters Score -1061932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1061935.625000 Penalty: 4611.437012
	Iteration 65Q: 3 clusters Score -1061936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1061938.125000 Penalty: 4611.437012
	Iteration 66Q: 3 clusters Score -1061938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1061940.250000 Penalty: 4611.437012
	Iteration 67Q: 3 clusters Score -1061940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1061948.500000 Penalty: 4611.437012
	Iteration 68Q: 3 clusters Score -1061948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1061957.375000 Penalty: 4611.437012
	Iteration 69Q: 3 clusters Score -1061957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1061960.250000 Penalty: 4611.437012
	Iteration 70Q: 3 clusters Score -1061960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1061964.000000 Penalty: 4611.437012
	Iteration 71Q: 3 clusters Score -1061964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1061969.500000 Penalty: 4611.437012
	Iteration 72Q: 3 clusters Score -1061970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1061976.000000 Penalty: 4611.437012
	Iteration 73Q: 3 clusters Score -1061976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1061979.500000 Penalty: 4611.437012
	Iteration 74Q: 3 clusters Score -1061980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1061983.750000 Penalty: 4611.437012
	Iteration 75Q: 3 clusters Score -1061984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1061986.000000 Penalty: 4611.437012
	Iteration 76Q: 3 clusters Score -1061986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1061986.500000 Penalty: 4611.437012
	Iteration 77Q: 3 clusters Score -1061986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1061986.875000 Penalty: 4611.437012
	Iteration 78Q: 3 clusters Score -1061987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1061989.500000 Penalty: 4611.437012
	Iteration 79Q: 3 clusters Score -1061990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1061991.250000 Penalty: 4611.437012
	Iteration 80F: 3 clusters Score -1061991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1061990.750000 Penalty: 4611.437012
	Iteration 81Q: 3 clusters Score -1061991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1061993.500000 Penalty: 4611.437012
	Iteration 82Q: 3 clusters Score -1061994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1061994.375000 Penalty: 4611.437012
	Iteration 83Q: 3 clusters Score -1061994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1061998.125000 Penalty: 4611.437012
	Iteration 84Q: 3 clusters Score -1061998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1061997.500000 Penalty: 4611.437012
	Iteration 85Q: 3 clusters Score -1061998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1061999.000000 Penalty: 4611.437012
	Iteration 86Q: 3 clusters Score -1061999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1061999.625000 Penalty: 4611.437012
	Iteration 87Q: 3 clusters Score -1062000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1062001.250000 Penalty: 4611.437012
	Iteration 88Q: 3 clusters Score -1062001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1061998.625000 Penalty: 4611.437012
	Iteration 89Q: 3 clusters Score -1061999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1061998.625000 Penalty: 4611.437012
	Iteration 90F: 3 clusters Score -1061999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Entering Unmasked Estep 
Score: -536612.375000 Penalty: 2136.935791
	Iteration 0F: 2 clusters Score -536612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -531783.500000 Penalty: 4273.871582
	Iteration 0F: 3 clusters Score -531783.5 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -533023.312500 Penalty: 4273.871582
	Iteration 1F: 3 clusters Score -533023.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -533266.875000 Penalty: 4273.871582
	Iteration 2F: 3 clusters Score -533266.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -533419.062500 Penalty: 4273.871582
	Iteration 3F: 3 clusters Score -533419.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -533488.250000 Penalty: 4273.871582
	Iteration 4Q: 3 clusters Score -533488.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -533529.062500 Penalty: 4273.871582
	Iteration 5Q: 3 clusters Score -533529.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -533557.312500 Penalty: 4273.871582
	Iteration 6Q: 3 clusters Score -533557.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -533581.875000 Penalty: 4273.871582
	Iteration 7Q: 3 clusters Score -533581.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -533611.312500 Penalty: 4273.871582
	Iteration 8Q: 3 clusters Score -533611.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -533639.125000 Penalty: 4273.871582
	Iteration 9Q: 3 clusters Score -533639.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -533666.437500 Penalty: 4273.871582
	Iteration 10Q: 3 clusters Score -533666.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -533698.062500 Penalty: 4273.871582
	Iteration 11Q: 3 clusters Score -533698.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -533727.312500 Penalty: 4273.871582
	Iteration 12Q: 3 clusters Score -533727.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -533752.250000 Penalty: 4273.871582
	Iteration 13Q: 3 clusters Score -533752.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -533778.125000 Penalty: 4273.871582
	Iteration 14Q: 3 clusters Score -533778.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -533794.000000 Penalty: 4273.871582
	Iteration 15Q: 3 clusters Score -533794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -533807.750000 Penalty: 4273.871582
	Iteration 16Q: 3 clusters Score -533807.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -533819.750000 Penalty: 4273.871582
	Iteration 17Q: 3 clusters Score -533819.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -533826.312500 Penalty: 4273.871582
	Iteration 18Q: 3 clusters Score -533826.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -533832.250000 Penalty: 4273.871582
	Iteration 19Q: 3 clusters Score -533832.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -533839.250000 Penalty: 4273.871582
	Iteration 20F: 3 clusters Score -533839.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -533849.187500 Penalty: 4273.871582
	Iteration 21Q: 3 clusters Score -533849.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -533862.000000 Penalty: 4273.871582
	Iteration 22Q: 3 clusters Score -533862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -533873.500000 Penalty: 4273.871582
	Iteration 23Q: 3 clusters Score -533873.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -533879.625000 Penalty: 4273.871582
	Iteration 24Q: 3 clusters Score -533879.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -533886.687500 Penalty: 4273.871582
	Iteration 25Q: 3 clusters Score -533886.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -533895.062500 Penalty: 4273.871582
	Iteration 26Q: 3 clusters Score -533895.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -533905.187500 Penalty: 4273.871582
	Iteration 27Q: 3 clusters Score -533905.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -533913.062500 Penalty: 4273.871582
	Iteration 28Q: 3 clusters Score -533913.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -533920.937500 Penalty: 4273.871582
	Iteration 29Q: 3 clusters Score -533920.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -533924.250000 Penalty: 4273.871582
	Iteration 30Q: 3 clusters Score -533924.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -533926.125000 Penalty: 4273.871582
	Iteration 31Q: 3 clusters Score -533926.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -533929.125000 Penalty: 4273.871582
	Iteration 32Q: 3 clusters Score -533929.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -533933.000000 Penalty: 4273.871582
	Iteration 33Q: 3 clusters Score -533933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -533941.375000 Penalty: 4273.871582
	Iteration 34Q: 3 clusters Score -533941.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -533946.125000 Penalty: 4273.871582
	Iteration 35Q: 3 clusters Score -533946.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -533951.812500 Penalty: 4273.871582
	Iteration 36Q: 3 clusters Score -533951.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -533957.562500 Penalty: 4273.871582
	Iteration 37Q: 3 clusters Score -533957.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -533962.937500 Penalty: 4273.871582
	Iteration 38Q: 3 clusters Score -533962.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -533968.375000 Penalty: 4273.871582
	Iteration 39Q: 3 clusters Score -533968.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -533975.687500 Penalty: 4273.871582
	Iteration 40F: 3 clusters Score -533975.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -533982.875000 Penalty: 4273.871582
	Iteration 41Q: 3 clusters Score -533982.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -533986.250000 Penalty: 4273.871582
	Iteration 42Q: 3 clusters Score -533986.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -533989.062500 Penalty: 4273.871582
	Iteration 43Q: 3 clusters Score -533989.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -533992.687500 Penalty: 4273.871582
	Iteration 44Q: 3 clusters Score -533992.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -534001.437500 Penalty: 4273.871582
	Iteration 45Q: 3 clusters Score -534001.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -534008.062500 Penalty: 4273.871582
	Iteration 46Q: 3 clusters Score -534008.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -534015.250000 Penalty: 4273.871582
	Iteration 47Q: 3 clusters Score -534015.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -534022.375000 Penalty: 4273.871582
	Iteration 48Q: 3 clusters Score -534022.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -534030.875000 Penalty: 4273.871582
	Iteration 49Q: 3 clusters Score -534030.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -534040.312500 Penalty: 4273.871582
	Iteration 50Q: 3 clusters Score -534040.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -534045.812500 Penalty: 4273.871582
	Iteration 51Q: 3 clusters Score -534045.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -534051.687500 Penalty: 4273.871582
	Iteration 52Q: 3 clusters Score -534051.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -534054.812500 Penalty: 4273.871582
	Iteration 53Q: 3 clusters Score -534054.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -534057.937500 Penalty: 4273.871582
	Iteration 54Q: 3 clusters Score -534057.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -534062.500000 Penalty: 4273.871582
	Iteration 55Q: 3 clusters Score -534062.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -534065.437500 Penalty: 4273.871582
	Iteration 56Q: 3 clusters Score -534065.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -534071.437500 Penalty: 4273.871582
	Iteration 57Q: 3 clusters Score -534071.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -534074.687500 Penalty: 4273.871582
	Iteration 58Q: 3 clusters Score -534074.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -534081.500000 Penalty: 4273.871582
	Iteration 59Q: 3 clusters Score -534081.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -534089.312500 Penalty: 4273.871582
	Iteration 60F: 3 clusters Score -534089.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -534099.937500 Penalty: 4273.871582
	Iteration 61Q: 3 clusters Score -534099.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -534113.750000 Penalty: 4273.871582
	Iteration 62Q: 3 clusters Score -534113.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -534129.812500 Penalty: 4273.871582
	Iteration 63Q: 3 clusters Score -534129.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -534158.875000 Penalty: 4273.871582
	Iteration 64Q: 3 clusters Score -534158.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -534196.125000 Penalty: 4273.871582
	Iteration 65Q: 3 clusters Score -534196.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -534235.250000 Penalty: 4273.871582
	Iteration 66Q: 3 clusters Score -534235.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -534277.437500 Penalty: 4273.871582
	Iteration 67Q: 3 clusters Score -534277.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -534331.437500 Penalty: 4273.871582
	Iteration 68Q: 3 clusters Score -534331.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -534388.687500 Penalty: 4273.871582
	Iteration 69Q: 3 clusters Score -534388.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -534455.250000 Penalty: 4273.871582
	Iteration 70Q: 3 clusters Score -534455.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -534520.000000 Penalty: 4273.871582
	Iteration 71Q: 3 clusters Score -534520 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -534582.875000 Penalty: 4273.871582
	Iteration 72Q: 3 clusters Score -534582.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -534635.875000 Penalty: 4273.871582
	Iteration 73Q: 3 clusters Score -534635.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -534688.812500 Penalty: 4273.871582
	Iteration 74Q: 3 clusters Score -534688.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -534733.437500 Penalty: 4273.871582
	Iteration 75Q: 3 clusters Score -534733.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -534776.875000 Penalty: 4273.871582
	Iteration 76Q: 3 clusters Score -534776.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -534810.750000 Penalty: 4273.871582
	Iteration 77Q: 3 clusters Score -534810.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -534843.937500 Penalty: 4273.871582
	Iteration 78Q: 3 clusters Score -534843.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -534880.125000 Penalty: 4273.871582
	Iteration 79Q: 3 clusters Score -534880.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -534920.937500 Penalty: 4273.871582
	Iteration 80F: 3 clusters Score -534920.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -534959.750000 Penalty: 4273.871582
	Iteration 81Q: 3 clusters Score -534959.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -534990.250000 Penalty: 4273.871582
	Iteration 82Q: 3 clusters Score -534990.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -535013.000000 Penalty: 4273.871582
	Iteration 83Q: 3 clusters Score -535013 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -535032.500000 Penalty: 4273.871582
	Iteration 84Q: 3 clusters Score -535032.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -535054.312500 Penalty: 4273.871582
	Iteration 85Q: 3 clusters Score -535054.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -535068.375000 Penalty: 4273.871582
	Iteration 86Q: 3 clusters Score -535068.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -535082.000000 Penalty: 4273.871582
	Iteration 87Q: 3 clusters Score -535082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -535097.125000 Penalty: 4273.871582
	Iteration 88Q: 3 clusters Score -535097.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -535106.625000 Penalty: 4273.871582
	Iteration 89Q: 3 clusters Score -535106.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -535112.750000 Penalty: 4273.871582
	Iteration 90Q: 3 clusters Score -535112.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -535118.750000 Penalty: 4273.871582
	Iteration 91Q: 3 clusters Score -535118.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -535121.125000 Penalty: 4273.871582
	Iteration 92Q: 3 clusters Score -535121.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -535121.875000 Penalty: 4273.871582
	Iteration 93Q: 3 clusters Score -535121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -535122.375000 Penalty: 4273.871582
	Iteration 94Q: 3 clusters Score -535122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -535124.625000 Penalty: 4273.871582
	Iteration 95Q: 3 clusters Score -535124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -535124.437500 Penalty: 4273.871582
	Iteration 96Q: 3 clusters Score -535124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -535124.812500 Penalty: 4273.871582
	Iteration 97Q: 3 clusters Score -535124.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -535124.375000 Penalty: 4273.871582
	Iteration 98Q: 3 clusters Score -535124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -535124.375000 Penalty: 4273.871582
	Iteration 99F: 3 clusters Score -535124.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80234 members 
Entering Unmasked Estep 
Score: -8130035.000000 Penalty: 2800.590332
	Iteration 0F: 2 clusters Score -8130035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -8076400.500000 Penalty: 5601.180664
	Iteration 0F: 3 clusters Score -8076400 nChanged 37637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -8097958.000000 Penalty: 5601.180664
	Iteration 1F: 3 clusters Score -8097958 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -8098690.000000 Penalty: 5601.180664
	Iteration 2Q: 3 clusters Score -8098690 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -8099556.000000 Penalty: 5601.180664
	Iteration 3Q: 3 clusters Score -8099556 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -8100380.500000 Penalty: 5601.180664
	Iteration 4Q: 3 clusters Score -8100380 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -8101580.000000 Penalty: 5601.180664
	Iteration 5Q: 3 clusters Score -8101580 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -8103311.500000 Penalty: 5601.180664
	Iteration 6Q: 3 clusters Score -8103312 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -8105915.000000 Penalty: 5601.180664
	Iteration 7F: 3 clusters Score -8105915 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -8109147.500000 Penalty: 5601.180664
	Iteration 8F: 3 clusters Score -8109148 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -8112851.500000 Penalty: 5601.180664
	Iteration 9F: 3 clusters Score -8112852 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -8116341.500000 Penalty: 5601.180664
	Iteration 10F: 3 clusters Score -8116342 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -8118948.000000 Penalty: 5601.180664
	Iteration 11Q: 3 clusters Score -8118948 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -8120620.000000 Penalty: 5601.180664
	Iteration 12Q: 3 clusters Score -8120620 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -8121836.000000 Penalty: 5601.180664
	Iteration 13Q: 3 clusters Score -8121836 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -8122839.000000 Penalty: 5601.180664
	Iteration 14Q: 3 clusters Score -8122839 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -8123731.500000 Penalty: 5601.180664
	Iteration 15Q: 3 clusters Score -8123732 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -8124436.000000 Penalty: 5601.180664
	Iteration 16Q: 3 clusters Score -8124436 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75587 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -8125036.000000 Penalty: 5601.180664
	Iteration 17Q: 3 clusters Score -8125036 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76500 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -8125618.500000 Penalty: 5601.180664
	Iteration 18Q: 3 clusters Score -8125618 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77265 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -8126133.000000 Penalty: 5601.180664
	Iteration 19Q: 3 clusters Score -8126133 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8126528.500000 Penalty: 5601.180664
	Iteration 20F: 3 clusters Score -8126528 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8126796.000000 Penalty: 5601.180664
	Iteration 21Q: 3 clusters Score -8126796 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8127026.500000 Penalty: 5601.180664
	Iteration 22Q: 3 clusters Score -8127026 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8127188.000000 Penalty: 5601.180664
	Iteration 23Q: 3 clusters Score -8127188 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8127286.500000 Penalty: 5601.180664
	Iteration 24Q: 3 clusters Score -8127286 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79207 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8127365.000000 Penalty: 5601.180664
	Iteration 25Q: 3 clusters Score -8127365 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8127417.000000 Penalty: 5601.180664
	Iteration 26Q: 3 clusters Score -8127417 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79375 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8127476.500000 Penalty: 5601.180664
	Iteration 27Q: 3 clusters Score -8127476 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79438 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8127530.500000 Penalty: 5601.180664
	Iteration 28Q: 3 clusters Score -8127530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8127583.000000 Penalty: 5601.180664
	Iteration 29Q: 3 clusters Score -8127583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79513 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8127614.000000 Penalty: 5601.180664
	Iteration 30Q: 3 clusters Score -8127614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79535 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8127644.500000 Penalty: 5601.180664
	Iteration 31Q: 3 clusters Score -8127644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79552 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8127658.500000 Penalty: 5601.180664
	Iteration 32Q: 3 clusters Score -8127658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8127667.500000 Penalty: 5601.180664
	Iteration 33Q: 3 clusters Score -8127668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8127693.500000 Penalty: 5601.180664
	Iteration 34Q: 3 clusters Score -8127694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79590 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8127691.000000 Penalty: 5601.180664
	Iteration 35Q: 3 clusters Score -8127691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8127694.500000 Penalty: 5601.180664
	Iteration 36Q: 3 clusters Score -8127694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8127709.500000 Penalty: 5601.180664
	Iteration 37Q: 3 clusters Score -8127710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79630 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8127720.500000 Penalty: 5601.180664
	Iteration 38Q: 3 clusters Score -8127720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79634 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8127723.500000 Penalty: 5601.180664
	Iteration 39Q: 3 clusters Score -8127724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8127743.000000 Penalty: 5601.180664
	Iteration 40F: 3 clusters Score -8127743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8127756.500000 Penalty: 5601.180664
	Iteration 41Q: 3 clusters Score -8127756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8127745.500000 Penalty: 5601.180664
	Iteration 42Q: 3 clusters Score -8127746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8127750.500000 Penalty: 5601.180664
	Iteration 43Q: 3 clusters Score -8127750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79668 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8127757.500000 Penalty: 5601.180664
	Iteration 44Q: 3 clusters Score -8127758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79668 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8127755.500000 Penalty: 5601.180664
	Iteration 45Q: 3 clusters Score -8127756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79670 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8127752.500000 Penalty: 5601.180664
	Iteration 46Q: 3 clusters Score -8127752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79670 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8127752.500000 Penalty: 5601.180664
	Iteration 47F: 3 clusters Score -8127752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (230665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230665 members 
Entering Unmasked Estep 
Score: -23212426.000000 Penalty: 3062.482910
	Iteration 0F: 2 clusters Score -2.321243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115289 members 
Mstep: Class 2 contains 115376 members 
Entering Unmasked Estep 
Score: -23060920.000000 Penalty: 6124.965820
	Iteration 0F: 3 clusters Score -2.306092e+07 nChanged 111049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115468 members 
Mstep: Class 2 contains 115197 members 
Entering Unmasked Estep 
Score: -23125902.000000 Penalty: 6124.965820
	Iteration 1F: 3 clusters Score -2.31259e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115125 members 
Mstep: Class 2 contains 115540 members 
Entering Unmasked Estep 
Score: -23127036.000000 Penalty: 6124.965820
	Iteration 2Q: 3 clusters Score -2.312704e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114483 members 
Mstep: Class 2 contains 116182 members 
Entering Unmasked Estep 
Score: -23127964.000000 Penalty: 6124.965820
	Iteration 3Q: 3 clusters Score -2.312796e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113330 members 
Mstep: Class 2 contains 117335 members 
Entering Unmasked Estep 
Score: -23129270.000000 Penalty: 6124.965820
	Iteration 4Q: 3 clusters Score -2.312927e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Mstep: Class 2 contains 119215 members 
Entering Unmasked Estep 
Score: -23130816.000000 Penalty: 6124.965820
	Iteration 5Q: 3 clusters Score -2.313082e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108366 members 
Mstep: Class 2 contains 122299 members 
Entering Unmasked Estep 
Score: -23132542.000000 Penalty: 6124.965820
	Iteration 6Q: 3 clusters Score -2.313254e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103563 members 
Mstep: Class 2 contains 127102 members 
Entering Unmasked Estep 
Score: -23135314.000000 Penalty: 6124.965820
	Iteration 7Q: 3 clusters Score -2.313531e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96261 members 
Mstep: Class 2 contains 134404 members 
Entering Unmasked Estep 
Score: -23139264.000000 Penalty: 6124.965820
	Iteration 8Q: 3 clusters Score -2.313926e+07 nChanged 12511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85908 members 
Mstep: Class 2 contains 144757 members 
Entering Unmasked Estep 
Score: -23145546.000000 Penalty: 6124.965820
	Iteration 9F: 3 clusters Score -2.314555e+07 nChanged 14861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 158196 members 
Entering Unmasked Estep 
Score: -23155368.000000 Penalty: 6124.965820
	Iteration 10F: 3 clusters Score -2.315537e+07 nChanged 16172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 173568 members 
Entering Unmasked Estep 
Score: -23167810.000000 Penalty: 6124.965820
	Iteration 11F: 3 clusters Score -2.316781e+07 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 188312 members 
Entering Unmasked Estep 
Score: -23180794.000000 Penalty: 6124.965820
	Iteration 12F: 3 clusters Score -2.318079e+07 nChanged 12002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 200016 members 
Entering Unmasked Estep 
Score: -23191238.000000 Penalty: 6124.965820
	Iteration 13F: 3 clusters Score -2.319124e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 207985 members 
Entering Unmasked Estep 
Score: -23197374.000000 Penalty: 6124.965820
	Iteration 14Q: 3 clusters Score -2.319737e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 213254 members 
Entering Unmasked Estep 
Score: -23201210.000000 Penalty: 6124.965820
	Iteration 15Q: 3 clusters Score -2.320121e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 217016 members 
Entering Unmasked Estep 
Score: -23203792.000000 Penalty: 6124.965820
	Iteration 16Q: 3 clusters Score -2.320379e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 219766 members 
Entering Unmasked Estep 
Score: -23205612.000000 Penalty: 6124.965820
	Iteration 17Q: 3 clusters Score -2.320561e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 221829 members 
Entering Unmasked Estep 
Score: -23206924.000000 Penalty: 6124.965820
	Iteration 18Q: 3 clusters Score -2.320692e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 223359 members 
Entering Unmasked Estep 
Score: -23207968.000000 Penalty: 6124.965820
	Iteration 19Q: 3 clusters Score -2.320797e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 224497 members 
Entering Unmasked Estep 
Score: -23208706.000000 Penalty: 6124.965820
	Iteration 20F: 3 clusters Score -2.320871e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 225314 members 
Entering Unmasked Estep 
Score: -23209158.000000 Penalty: 6124.965820
	Iteration 21Q: 3 clusters Score -2.320916e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 225937 members 
Entering Unmasked Estep 
Score: -23209514.000000 Penalty: 6124.965820
	Iteration 22Q: 3 clusters Score -2.320951e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 226442 members 
Entering Unmasked Estep 
Score: -23209692.000000 Penalty: 6124.965820
	Iteration 23Q: 3 clusters Score -2.320969e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 226835 members 
Entering Unmasked Estep 
Score: -23209876.000000 Penalty: 6124.965820
	Iteration 24Q: 3 clusters Score -2.320988e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 227147 members 
Entering Unmasked Estep 
Score: -23209924.000000 Penalty: 6124.965820
	Iteration 25Q: 3 clusters Score -2.320992e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 227406 members 
Entering Unmasked Estep 
Score: -23210050.000000 Penalty: 6124.965820
	Iteration 26Q: 3 clusters Score -2.321005e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 227635 members 
Entering Unmasked Estep 
Score: -23210144.000000 Penalty: 6124.965820
	Iteration 27Q: 3 clusters Score -2.321014e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 227826 members 
Entering Unmasked Estep 
Score: -23210162.000000 Penalty: 6124.965820
	Iteration 28Q: 3 clusters Score -2.321016e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 227978 members 
Entering Unmasked Estep 
Score: -23210198.000000 Penalty: 6124.965820
	Iteration 29Q: 3 clusters Score -2.32102e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 228114 members 
Entering Unmasked Estep 
Score: -23210226.000000 Penalty: 6124.965820
	Iteration 30Q: 3 clusters Score -2.321023e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 228201 members 
Entering Unmasked Estep 
Score: -23210228.000000 Penalty: 6124.965820
	Iteration 31Q: 3 clusters Score -2.321023e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 228275 members 
Entering Unmasked Estep 
Score: -23210260.000000 Penalty: 6124.965820
	Iteration 32Q: 3 clusters Score -2.321026e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 228323 members 
Entering Unmasked Estep 
Score: -23210258.000000 Penalty: 6124.965820
	Iteration 33Q: 3 clusters Score -2.321026e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 228363 members 
Entering Unmasked Estep 
Score: -23210242.000000 Penalty: 6124.965820
	Iteration 34Q: 3 clusters Score -2.321024e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 228404 members 
Entering Unmasked Estep 
Score: -23210234.000000 Penalty: 6124.965820
	Iteration 35Q: 3 clusters Score -2.321023e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 228434 members 
Entering Unmasked Estep 
Score: -23210224.000000 Penalty: 6124.965820
	Iteration 36Q: 3 clusters Score -2.321022e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 228467 members 
Entering Unmasked Estep 
Score: -23210230.000000 Penalty: 6124.965820
	Iteration 37Q: 3 clusters Score -2.321023e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 228493 members 
Entering Unmasked Estep 
Score: -23210236.000000 Penalty: 6124.965820
	Iteration 38Q: 3 clusters Score -2.321024e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 228517 members 
Entering Unmasked Estep 
Score: -23210248.000000 Penalty: 6124.965820
	Iteration 39Q: 3 clusters Score -2.321025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 228534 members 
Entering Unmasked Estep 
Score: -23210248.000000 Penalty: 6124.965820
	Iteration 40F: 3 clusters Score -2.321025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 228549 members 
Entering Unmasked Estep 
Score: -23210246.000000 Penalty: 6124.965820
	Iteration 41Q: 3 clusters Score -2.321025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 228563 members 
Entering Unmasked Estep 
Score: -23210256.000000 Penalty: 6124.965820
	Iteration 42Q: 3 clusters Score -2.321026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 228577 members 
Entering Unmasked Estep 
Score: -23210260.000000 Penalty: 6124.965820
	Iteration 43Q: 3 clusters Score -2.321026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 228589 members 
Entering Unmasked Estep 
Score: -23210240.000000 Penalty: 6124.965820
	Iteration 44Q: 3 clusters Score -2.321024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 228595 members 
Entering Unmasked Estep 
Score: -23210226.000000 Penalty: 6124.965820
	Iteration 45Q: 3 clusters Score -2.321023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 228597 members 
Entering Unmasked Estep 
Score: -23210242.000000 Penalty: 6124.965820
	Iteration 46Q: 3 clusters Score -2.321024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 228602 members 
Entering Unmasked Estep 
Score: -23210236.000000 Penalty: 6124.965820
	Iteration 47Q: 3 clusters Score -2.321024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 228605 members 
Entering Unmasked Estep 
Score: -23210238.000000 Penalty: 6124.965820
	Iteration 48Q: 3 clusters Score -2.321024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 228614 members 
Entering Unmasked Estep 
Score: -23210218.000000 Penalty: 6124.965820
	Iteration 49Q: 3 clusters Score -2.321022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 228618 members 
Entering Unmasked Estep 
Score: -23210238.000000 Penalty: 6124.965820
	Iteration 50Q: 3 clusters Score -2.321024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 228625 members 
Entering Unmasked Estep 
Score: -23210226.000000 Penalty: 6124.965820
	Iteration 51Q: 3 clusters Score -2.321023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 228636 members 
Entering Unmasked Estep 
Score: -23210212.000000 Penalty: 6124.965820
	Iteration 52Q: 3 clusters Score -2.321021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 228644 members 
Entering Unmasked Estep 
Score: -23210228.000000 Penalty: 6124.965820
	Iteration 53Q: 3 clusters Score -2.321023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 228656 members 
Entering Unmasked Estep 
Score: -23210208.000000 Penalty: 6124.965820
	Iteration 54Q: 3 clusters Score -2.321021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 228663 members 
Entering Unmasked Estep 
Score: -23210226.000000 Penalty: 6124.965820
	Iteration 55Q: 3 clusters Score -2.321023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 228673 members 
Entering Unmasked Estep 
Score: -23210222.000000 Penalty: 6124.965820
	Iteration 56Q: 3 clusters Score -2.321022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 228679 members 
Entering Unmasked Estep 
Score: -23210218.000000 Penalty: 6124.965820
	Iteration 57Q: 3 clusters Score -2.321022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 228684 members 
Entering Unmasked Estep 
Score: -23210210.000000 Penalty: 6124.965820
	Iteration 58Q: 3 clusters Score -2.321021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 228687 members 
Entering Unmasked Estep 
Score: -23210196.000000 Penalty: 6124.965820
	Iteration 59Q: 3 clusters Score -2.32102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 228689 members 
Entering Unmasked Estep 
Score: -23210198.000000 Penalty: 6124.965820
	Iteration 60F: 3 clusters Score -2.32102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 228691 members 
Entering Unmasked Estep 
Score: -23210192.000000 Penalty: 6124.965820
	Iteration 61Q: 3 clusters Score -2.321019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 228692 members 
Entering Unmasked Estep 
Score: -23210176.000000 Penalty: 6124.965820
	Iteration 62Q: 3 clusters Score -2.321018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 228693 members 
Entering Unmasked Estep 
Score: -23210188.000000 Penalty: 6124.965820
	Iteration 63Q: 3 clusters Score -2.321019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 228693 members 
Entering Unmasked Estep 
Score: -23210188.000000 Penalty: 6124.965820
	Iteration 64F: 3 clusters Score -2.321019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Entering Unmasked Estep 
Score: -2200037.250000 Penalty: 2483.882324
	Iteration 0F: 2 clusters Score -2200037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2184519.750000 Penalty: 4967.764648
	Iteration 0F: 3 clusters Score -2184520 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2189951.250000 Penalty: 4967.764648
	Iteration 1F: 3 clusters Score -2189951 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2190475.500000 Penalty: 4967.764648
	Iteration 2F: 3 clusters Score -2190476 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2191002.250000 Penalty: 4967.764648
	Iteration 3Q: 3 clusters Score -2191002 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2191561.750000 Penalty: 4967.764648
	Iteration 4Q: 3 clusters Score -2191562 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2192206.750000 Penalty: 4967.764648
	Iteration 5F: 3 clusters Score -2192207 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2192953.750000 Penalty: 4967.764648
	Iteration 6F: 3 clusters Score -2192954 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2193733.250000 Penalty: 4967.764648
	Iteration 7F: 3 clusters Score -2193733 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2194501.500000 Penalty: 4967.764648
	Iteration 8F: 3 clusters Score -2194502 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2195181.750000 Penalty: 4967.764648
	Iteration 9Q: 3 clusters Score -2195182 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2195806.750000 Penalty: 4967.764648
	Iteration 10Q: 3 clusters Score -2195807 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2196322.250000 Penalty: 4967.764648
	Iteration 11Q: 3 clusters Score -2196322 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2196718.250000 Penalty: 4967.764648
	Iteration 12Q: 3 clusters Score -2196718 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2196978.250000 Penalty: 4967.764648
	Iteration 13Q: 3 clusters Score -2196978 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2197184.500000 Penalty: 4967.764648
	Iteration 14Q: 3 clusters Score -2197184 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2197349.000000 Penalty: 4967.764648
	Iteration 15Q: 3 clusters Score -2197349 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2197472.000000 Penalty: 4967.764648
	Iteration 16Q: 3 clusters Score -2197472 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2197541.500000 Penalty: 4967.764648
	Iteration 17Q: 3 clusters Score -2197542 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2197593.250000 Penalty: 4967.764648
	Iteration 18Q: 3 clusters Score -2197593 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2197633.500000 Penalty: 4967.764648
	Iteration 19Q: 3 clusters Score -2197634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2197659.500000 Penalty: 4967.764648
	Iteration 20F: 3 clusters Score -2197660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2197702.250000 Penalty: 4967.764648
	Iteration 21Q: 3 clusters Score -2197702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2197732.000000 Penalty: 4967.764648
	Iteration 22Q: 3 clusters Score -2197732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2197757.500000 Penalty: 4967.764648
	Iteration 23Q: 3 clusters Score -2197758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2197774.750000 Penalty: 4967.764648
	Iteration 24Q: 3 clusters Score -2197775 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2197792.500000 Penalty: 4967.764648
	Iteration 25Q: 3 clusters Score -2197792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2197807.000000 Penalty: 4967.764648
	Iteration 26Q: 3 clusters Score -2197807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2197816.250000 Penalty: 4967.764648
	Iteration 27Q: 3 clusters Score -2197816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2197828.500000 Penalty: 4967.764648
	Iteration 28Q: 3 clusters Score -2197828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2197839.750000 Penalty: 4967.764648
	Iteration 29Q: 3 clusters Score -2197840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2197844.000000 Penalty: 4967.764648
	Iteration 30Q: 3 clusters Score -2197844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2197850.750000 Penalty: 4967.764648
	Iteration 31Q: 3 clusters Score -2197851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2197852.500000 Penalty: 4967.764648
	Iteration 32Q: 3 clusters Score -2197852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2197855.750000 Penalty: 4967.764648
	Iteration 33Q: 3 clusters Score -2197856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2197861.750000 Penalty: 4967.764648
	Iteration 34Q: 3 clusters Score -2197862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2197866.250000 Penalty: 4967.764648
	Iteration 35Q: 3 clusters Score -2197866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2197873.250000 Penalty: 4967.764648
	Iteration 36Q: 3 clusters Score -2197873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2197877.000000 Penalty: 4967.764648
	Iteration 37Q: 3 clusters Score -2197877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2197881.250000 Penalty: 4967.764648
	Iteration 38Q: 3 clusters Score -2197881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2197884.750000 Penalty: 4967.764648
	Iteration 39Q: 3 clusters Score -2197885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2197885.750000 Penalty: 4967.764648
	Iteration 40F: 3 clusters Score -2197886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2197887.250000 Penalty: 4967.764648
	Iteration 41Q: 3 clusters Score -2197887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2197890.500000 Penalty: 4967.764648
	Iteration 42Q: 3 clusters Score -2197890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2197893.750000 Penalty: 4967.764648
	Iteration 43Q: 3 clusters Score -2197894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2197895.500000 Penalty: 4967.764648
	Iteration 44Q: 3 clusters Score -2197896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2197896.250000 Penalty: 4967.764648
	Iteration 45Q: 3 clusters Score -2197896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2197899.500000 Penalty: 4967.764648
	Iteration 46Q: 3 clusters Score -2197900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2197899.250000 Penalty: 4967.764648
	Iteration 47Q: 3 clusters Score -2197899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2197904.250000 Penalty: 4967.764648
	Iteration 48Q: 3 clusters Score -2197904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2197907.500000 Penalty: 4967.764648
	Iteration 49Q: 3 clusters Score -2197908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2197909.500000 Penalty: 4967.764648
	Iteration 50Q: 3 clusters Score -2197910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2197909.500000 Penalty: 4967.764648
	Iteration 51Q: 3 clusters Score -2197910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2197911.250000 Penalty: 4967.764648
	Iteration 52Q: 3 clusters Score -2197911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2197911.500000 Penalty: 4967.764648
	Iteration 53Q: 3 clusters Score -2197912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2197911.500000 Penalty: 4967.764648
	Iteration 54F: 3 clusters Score -2197912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (183859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183859 members 
Entering Unmasked Estep 
Score: -18491274.000000 Penalty: 3006.237305
	Iteration 0F: 2 clusters Score -1.849127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91772 members 
Mstep: Class 2 contains 92087 members 
Entering Unmasked Estep 
Score: -18368374.000000 Penalty: 6012.474609
	Iteration 0F: 3 clusters Score -1.836837e+07 nChanged 88475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 94332 members 
Entering Unmasked Estep 
Score: -18420038.000000 Penalty: 6012.474609
	Iteration 1F: 3 clusters Score -1.842004e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87752 members 
Mstep: Class 2 contains 96107 members 
Entering Unmasked Estep 
Score: -18421150.000000 Penalty: 6012.474609
	Iteration 2Q: 3 clusters Score -1.842115e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 98884 members 
Entering Unmasked Estep 
Score: -18422634.000000 Penalty: 6012.474609
	Iteration 3Q: 3 clusters Score -1.842263e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80803 members 
Mstep: Class 2 contains 103056 members 
Entering Unmasked Estep 
Score: -18424964.000000 Penalty: 6012.474609
	Iteration 4Q: 3 clusters Score -1.842496e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 109349 members 
Entering Unmasked Estep 
Score: -18428658.000000 Penalty: 6012.474609
	Iteration 5Q: 3 clusters Score -1.842866e+07 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 118238 members 
Entering Unmasked Estep 
Score: -18434700.000000 Penalty: 6012.474609
	Iteration 6F: 3 clusters Score -1.84347e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 129644 members 
Entering Unmasked Estep 
Score: -18443894.000000 Penalty: 6012.474609
	Iteration 7F: 3 clusters Score -1.844389e+07 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 142075 members 
Entering Unmasked Estep 
Score: -18455378.000000 Penalty: 6012.474609
	Iteration 8F: 3 clusters Score -1.845538e+07 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 152866 members 
Entering Unmasked Estep 
Score: -18465770.000000 Penalty: 6012.474609
	Iteration 9F: 3 clusters Score -1.846577e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 160624 members 
Entering Unmasked Estep 
Score: -18473308.000000 Penalty: 6012.474609
	Iteration 10Q: 3 clusters Score -1.847331e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 165828 members 
Entering Unmasked Estep 
Score: -18477704.000000 Penalty: 6012.474609
	Iteration 11Q: 3 clusters Score -1.84777e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 169649 members 
Entering Unmasked Estep 
Score: -18480522.000000 Penalty: 6012.474609
	Iteration 12Q: 3 clusters Score -1.848052e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 172568 members 
Entering Unmasked Estep 
Score: -18482382.000000 Penalty: 6012.474609
	Iteration 13Q: 3 clusters Score -1.848238e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 174986 members 
Entering Unmasked Estep 
Score: -18483968.000000 Penalty: 6012.474609
	Iteration 14Q: 3 clusters Score -1.848397e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 176953 members 
Entering Unmasked Estep 
Score: -18485142.000000 Penalty: 6012.474609
	Iteration 15Q: 3 clusters Score -1.848514e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 178585 members 
Entering Unmasked Estep 
Score: -18486250.000000 Penalty: 6012.474609
	Iteration 16Q: 3 clusters Score -1.848625e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 179802 members 
Entering Unmasked Estep 
Score: -18486954.000000 Penalty: 6012.474609
	Iteration 17Q: 3 clusters Score -1.848695e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 180701 members 
Entering Unmasked Estep 
Score: -18487472.000000 Penalty: 6012.474609
	Iteration 18Q: 3 clusters Score -1.848747e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 181347 members 
Entering Unmasked Estep 
Score: -18487874.000000 Penalty: 6012.474609
	Iteration 19Q: 3 clusters Score -1.848787e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 181784 members 
Entering Unmasked Estep 
Score: -18488128.000000 Penalty: 6012.474609
	Iteration 20F: 3 clusters Score -1.848813e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 182107 members 
Entering Unmasked Estep 
Score: -18488260.000000 Penalty: 6012.474609
	Iteration 21Q: 3 clusters Score -1.848826e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 182333 members 
Entering Unmasked Estep 
Score: -18488350.000000 Penalty: 6012.474609
	Iteration 22Q: 3 clusters Score -1.848835e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 182492 members 
Entering Unmasked Estep 
Score: -18488454.000000 Penalty: 6012.474609
	Iteration 23Q: 3 clusters Score -1.848845e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 182602 members 
Entering Unmasked Estep 
Score: -18488496.000000 Penalty: 6012.474609
	Iteration 24Q: 3 clusters Score -1.84885e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 182696 members 
Entering Unmasked Estep 
Score: -18488522.000000 Penalty: 6012.474609
	Iteration 25Q: 3 clusters Score -1.848852e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 182752 members 
Entering Unmasked Estep 
Score: -18488564.000000 Penalty: 6012.474609
	Iteration 26Q: 3 clusters Score -1.848856e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 182806 members 
Entering Unmasked Estep 
Score: -18488590.000000 Penalty: 6012.474609
	Iteration 27Q: 3 clusters Score -1.848859e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 182837 members 
Entering Unmasked Estep 
Score: -18488608.000000 Penalty: 6012.474609
	Iteration 28Q: 3 clusters Score -1.848861e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 182872 members 
Entering Unmasked Estep 
Score: -18488628.000000 Penalty: 6012.474609
	Iteration 29Q: 3 clusters Score -1.848863e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 182898 members 
Entering Unmasked Estep 
Score: -18488638.000000 Penalty: 6012.474609
	Iteration 30Q: 3 clusters Score -1.848864e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 182924 members 
Entering Unmasked Estep 
Score: -18488652.000000 Penalty: 6012.474609
	Iteration 31Q: 3 clusters Score -1.848865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 182943 members 
Entering Unmasked Estep 
Score: -18488658.000000 Penalty: 6012.474609
	Iteration 32Q: 3 clusters Score -1.848866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 182960 members 
Entering Unmasked Estep 
Score: -18488660.000000 Penalty: 6012.474609
	Iteration 33Q: 3 clusters Score -1.848866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 182978 members 
Entering Unmasked Estep 
Score: -18488662.000000 Penalty: 6012.474609
	Iteration 34Q: 3 clusters Score -1.848866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 182992 members 
Entering Unmasked Estep 
Score: -18488674.000000 Penalty: 6012.474609
	Iteration 35Q: 3 clusters Score -1.848867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 182997 members 
Entering Unmasked Estep 
Score: -18488678.000000 Penalty: 6012.474609
	Iteration 36Q: 3 clusters Score -1.848868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 183004 members 
Entering Unmasked Estep 
Score: -18488670.000000 Penalty: 6012.474609
	Iteration 37Q: 3 clusters Score -1.848867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 183011 members 
Entering Unmasked Estep 
Score: -18488692.000000 Penalty: 6012.474609
	Iteration 38Q: 3 clusters Score -1.848869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 183013 members 
Entering Unmasked Estep 
Score: -18488690.000000 Penalty: 6012.474609
	Iteration 39Q: 3 clusters Score -1.848869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 183017 members 
Entering Unmasked Estep 
Score: -18488694.000000 Penalty: 6012.474609
	Iteration 40F: 3 clusters Score -1.848869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 183022 members 
Entering Unmasked Estep 
Score: -18488690.000000 Penalty: 6012.474609
	Iteration 41Q: 3 clusters Score -1.848869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 183026 members 
Entering Unmasked Estep 
Score: -18488688.000000 Penalty: 6012.474609
	Iteration 42Q: 3 clusters Score -1.848869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 183030 members 
Entering Unmasked Estep 
Score: -18488694.000000 Penalty: 6012.474609
	Iteration 43Q: 3 clusters Score -1.848869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 183034 members 
Entering Unmasked Estep 
Score: -18488702.000000 Penalty: 6012.474609
	Iteration 44Q: 3 clusters Score -1.84887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 183036 members 
Entering Unmasked Estep 
Score: -18488698.000000 Penalty: 6012.474609
	Iteration 45Q: 3 clusters Score -1.84887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 183040 members 
Entering Unmasked Estep 
Score: -18488704.000000 Penalty: 6012.474609
	Iteration 46Q: 3 clusters Score -1.84887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 183046 members 
Entering Unmasked Estep 
Score: -18488708.000000 Penalty: 6012.474609
	Iteration 47Q: 3 clusters Score -1.848871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 183052 members 
Entering Unmasked Estep 
Score: -18488718.000000 Penalty: 6012.474609
	Iteration 48Q: 3 clusters Score -1.848872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 183055 members 
Entering Unmasked Estep 
Score: -18488728.000000 Penalty: 6012.474609
	Iteration 49Q: 3 clusters Score -1.848873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 183060 members 
Entering Unmasked Estep 
Score: -18488732.000000 Penalty: 6012.474609
	Iteration 50Q: 3 clusters Score -1.848873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 183067 members 
Entering Unmasked Estep 
Score: -18488744.000000 Penalty: 6012.474609
	Iteration 51Q: 3 clusters Score -1.848874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 183074 members 
Entering Unmasked Estep 
Score: -18488752.000000 Penalty: 6012.474609
	Iteration 52Q: 3 clusters Score -1.848875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 183079 members 
Entering Unmasked Estep 
Score: -18488746.000000 Penalty: 6012.474609
	Iteration 53Q: 3 clusters Score -1.848875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 183079 members 
Entering Unmasked Estep 
Score: -18488746.000000 Penalty: 6012.474609
	Iteration 54F: 3 clusters Score -1.848875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Entering Unmasked Estep 
Score: -1924333.125000 Penalty: 2450.636719
	Iteration 0F: 2 clusters Score -1924333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1910587.375000 Penalty: 4901.273438
	Iteration 0F: 3 clusters Score -1910587 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1915194.500000 Penalty: 4901.273438
	Iteration 1F: 3 clusters Score -1915194 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1915549.500000 Penalty: 4901.273438
	Iteration 2F: 3 clusters Score -1915550 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1915825.375000 Penalty: 4901.273438
	Iteration 3Q: 3 clusters Score -1915825 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1916067.500000 Penalty: 4901.273438
	Iteration 4Q: 3 clusters Score -1916068 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1916308.000000 Penalty: 4901.273438
	Iteration 5Q: 3 clusters Score -1916308 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1916556.125000 Penalty: 4901.273438
	Iteration 6Q: 3 clusters Score -1916556 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1916853.125000 Penalty: 4901.273438
	Iteration 7Q: 3 clusters Score -1916853 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1917180.125000 Penalty: 4901.273438
	Iteration 8Q: 3 clusters Score -1917180 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1917543.000000 Penalty: 4901.273438
	Iteration 9Q: 3 clusters Score -1917543 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1917950.750000 Penalty: 4901.273438
	Iteration 10Q: 3 clusters Score -1917951 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1918344.875000 Penalty: 4901.273438
	Iteration 11Q: 3 clusters Score -1918345 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1918692.250000 Penalty: 4901.273438
	Iteration 12Q: 3 clusters Score -1918692 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1918976.375000 Penalty: 4901.273438
	Iteration 13Q: 3 clusters Score -1918976 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1919205.000000 Penalty: 4901.273438
	Iteration 14Q: 3 clusters Score -1919205 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1919379.125000 Penalty: 4901.273438
	Iteration 15Q: 3 clusters Score -1919379 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1919518.250000 Penalty: 4901.273438
	Iteration 16Q: 3 clusters Score -1919518 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1919625.750000 Penalty: 4901.273438
	Iteration 17Q: 3 clusters Score -1919626 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1919727.125000 Penalty: 4901.273438
	Iteration 18Q: 3 clusters Score -1919727 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1919817.875000 Penalty: 4901.273438
	Iteration 19Q: 3 clusters Score -1919818 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1919905.000000 Penalty: 4901.273438
	Iteration 20F: 3 clusters Score -1919905 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1919999.250000 Penalty: 4901.273438
	Iteration 21Q: 3 clusters Score -1919999 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1920084.125000 Penalty: 4901.273438
	Iteration 22Q: 3 clusters Score -1920084 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1920166.875000 Penalty: 4901.273438
	Iteration 23Q: 3 clusters Score -1920167 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1920255.500000 Penalty: 4901.273438
	Iteration 24Q: 3 clusters Score -1920256 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1920340.750000 Penalty: 4901.273438
	Iteration 25Q: 3 clusters Score -1920341 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1920453.250000 Penalty: 4901.273438
	Iteration 26Q: 3 clusters Score -1920453 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1920601.875000 Penalty: 4901.273438
	Iteration 27Q: 3 clusters Score -1920602 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1920763.125000 Penalty: 4901.273438
	Iteration 28Q: 3 clusters Score -1920763 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1920934.500000 Penalty: 4901.273438
	Iteration 29Q: 3 clusters Score -1920934 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -1921096.375000 Penalty: 4901.273438
	Iteration 30Q: 3 clusters Score -1921096 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1921245.250000 Penalty: 4901.273438
	Iteration 31Q: 3 clusters Score -1921245 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -1921401.000000 Penalty: 4901.273438
	Iteration 32Q: 3 clusters Score -1921401 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1921564.125000 Penalty: 4901.273438
	Iteration 33Q: 3 clusters Score -1921564 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1921733.125000 Penalty: 4901.273438
	Iteration 34Q: 3 clusters Score -1921733 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -1921885.000000 Penalty: 4901.273438
	Iteration 35Q: 3 clusters Score -1921885 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -1921980.125000 Penalty: 4901.273438
	Iteration 36Q: 3 clusters Score -1921980 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -1922048.375000 Penalty: 4901.273438
	Iteration 37Q: 3 clusters Score -1922048 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -1922100.375000 Penalty: 4901.273438
	Iteration 38Q: 3 clusters Score -1922100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1922146.125000 Penalty: 4901.273438
	Iteration 39Q: 3 clusters Score -1922146 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -1922192.750000 Penalty: 4901.273438
	Iteration 40F: 3 clusters Score -1922193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -1922224.750000 Penalty: 4901.273438
	Iteration 41Q: 3 clusters Score -1922225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -1922242.000000 Penalty: 4901.273438
	Iteration 42Q: 3 clusters Score -1922242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -1922252.000000 Penalty: 4901.273438
	Iteration 43Q: 3 clusters Score -1922252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1922267.625000 Penalty: 4901.273438
	Iteration 44Q: 3 clusters Score -1922268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1922274.250000 Penalty: 4901.273438
	Iteration 45Q: 3 clusters Score -1922274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -1922283.500000 Penalty: 4901.273438
	Iteration 46Q: 3 clusters Score -1922284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -1922293.500000 Penalty: 4901.273438
	Iteration 47Q: 3 clusters Score -1922294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -1922301.375000 Penalty: 4901.273438
	Iteration 48Q: 3 clusters Score -1922301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -1922303.875000 Penalty: 4901.273438
	Iteration 49Q: 3 clusters Score -1922304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -1922304.625000 Penalty: 4901.273438
	Iteration 50Q: 3 clusters Score -1922305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -1922309.250000 Penalty: 4901.273438
	Iteration 51Q: 3 clusters Score -1922309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1922315.250000 Penalty: 4901.273438
	Iteration 52Q: 3 clusters Score -1922315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1922321.375000 Penalty: 4901.273438
	Iteration 53Q: 3 clusters Score -1922321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -1922321.125000 Penalty: 4901.273438
	Iteration 54Q: 3 clusters Score -1922321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -1922320.500000 Penalty: 4901.273438
	Iteration 55Q: 3 clusters Score -1922320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1922317.625000 Penalty: 4901.273438
	Iteration 56Q: 3 clusters Score -1922318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -1922323.250000 Penalty: 4901.273438
	Iteration 57Q: 3 clusters Score -1922323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -1922325.625000 Penalty: 4901.273438
	Iteration 58Q: 3 clusters Score -1922326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -1922324.625000 Penalty: 4901.273438
	Iteration 59Q: 3 clusters Score -1922325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1922328.000000 Penalty: 4901.273438
	Iteration 60F: 3 clusters Score -1922328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -1922331.000000 Penalty: 4901.273438
	Iteration 61Q: 3 clusters Score -1922331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -1922333.250000 Penalty: 4901.273438
	Iteration 62Q: 3 clusters Score -1922333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -1922332.000000 Penalty: 4901.273438
	Iteration 63Q: 3 clusters Score -1922332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -1922332.000000 Penalty: 4901.273438
	Iteration 64F: 3 clusters Score -1922332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Entering Unmasked Estep 
Score: -1681551.000000 Penalty: 2406.773438
	Iteration 0F: 2 clusters Score -1681551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1669790.000000 Penalty: 4813.546875
	Iteration 0F: 3 clusters Score -1669790 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1673484.375000 Penalty: 4813.546875
	Iteration 1F: 3 clusters Score -1673484 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1673829.375000 Penalty: 4813.546875
	Iteration 2F: 3 clusters Score -1673829 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1674161.375000 Penalty: 4813.546875
	Iteration 3Q: 3 clusters Score -1674161 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1674456.125000 Penalty: 4813.546875
	Iteration 4Q: 3 clusters Score -1674456 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1674771.625000 Penalty: 4813.546875
	Iteration 5Q: 3 clusters Score -1674772 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1675172.250000 Penalty: 4813.546875
	Iteration 6Q: 3 clusters Score -1675172 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1675709.000000 Penalty: 4813.546875
	Iteration 7F: 3 clusters Score -1675709 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1676398.125000 Penalty: 4813.546875
	Iteration 8F: 3 clusters Score -1676398 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1677228.500000 Penalty: 4813.546875
	Iteration 9F: 3 clusters Score -1677228 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1677998.750000 Penalty: 4813.546875
	Iteration 10F: 3 clusters Score -1677999 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1678588.250000 Penalty: 4813.546875
	Iteration 11Q: 3 clusters Score -1678588 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1678971.625000 Penalty: 4813.546875
	Iteration 12Q: 3 clusters Score -1678972 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1679178.625000 Penalty: 4813.546875
	Iteration 13Q: 3 clusters Score -1679179 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1679317.750000 Penalty: 4813.546875
	Iteration 14Q: 3 clusters Score -1679318 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1679423.750000 Penalty: 4813.546875
	Iteration 15Q: 3 clusters Score -1679424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1679503.625000 Penalty: 4813.546875
	Iteration 16Q: 3 clusters Score -1679504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1679532.375000 Penalty: 4813.546875
	Iteration 17Q: 3 clusters Score -1679532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1679558.500000 Penalty: 4813.546875
	Iteration 18Q: 3 clusters Score -1679558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1679579.875000 Penalty: 4813.546875
	Iteration 19Q: 3 clusters Score -1679580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1679585.500000 Penalty: 4813.546875
	Iteration 20F: 3 clusters Score -1679586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1679592.375000 Penalty: 4813.546875
	Iteration 21Q: 3 clusters Score -1679592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1679602.375000 Penalty: 4813.546875
	Iteration 22Q: 3 clusters Score -1679602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1679616.875000 Penalty: 4813.546875
	Iteration 23Q: 3 clusters Score -1679617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1679621.500000 Penalty: 4813.546875
	Iteration 24Q: 3 clusters Score -1679622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1679621.000000 Penalty: 4813.546875
	Iteration 25Q: 3 clusters Score -1679621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1679624.875000 Penalty: 4813.546875
	Iteration 26Q: 3 clusters Score -1679625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1679628.750000 Penalty: 4813.546875
	Iteration 27Q: 3 clusters Score -1679629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1679626.250000 Penalty: 4813.546875
	Iteration 28Q: 3 clusters Score -1679626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1679626.125000 Penalty: 4813.546875
	Iteration 29Q: 3 clusters Score -1679626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1679628.000000 Penalty: 4813.546875
	Iteration 30Q: 3 clusters Score -1679628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1679628.000000 Penalty: 4813.546875
	Iteration 31F: 3 clusters Score -1679628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Entering Unmasked Estep 
Score: -3395672.000000 Penalty: 2609.440674
	Iteration 0F: 2 clusters Score -3395672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -3370335.250000 Penalty: 5218.881348
	Iteration 0F: 3 clusters Score -3370335 nChanged 16968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3379805.750000 Penalty: 5218.881348
	Iteration 1F: 3 clusters Score -3379806 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -3380418.500000 Penalty: 5218.881348
	Iteration 2Q: 3 clusters Score -3380418 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3380974.750000 Penalty: 5218.881348
	Iteration 3Q: 3 clusters Score -3380975 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3381569.000000 Penalty: 5218.881348
	Iteration 4Q: 3 clusters Score -3381569 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3382205.750000 Penalty: 5218.881348
	Iteration 5Q: 3 clusters Score -3382206 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -3382788.500000 Penalty: 5218.881348
	Iteration 6Q: 3 clusters Score -3382788 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3383409.750000 Penalty: 5218.881348
	Iteration 7Q: 3 clusters Score -3383410 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3384165.250000 Penalty: 5218.881348
	Iteration 8Q: 3 clusters Score -3384165 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3384975.000000 Penalty: 5218.881348
	Iteration 9Q: 3 clusters Score -3384975 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3385783.000000 Penalty: 5218.881348
	Iteration 10Q: 3 clusters Score -3385783 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3386620.500000 Penalty: 5218.881348
	Iteration 11Q: 3 clusters Score -3386620 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -3387413.000000 Penalty: 5218.881348
	Iteration 12Q: 3 clusters Score -3387413 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3388190.000000 Penalty: 5218.881348
	Iteration 13Q: 3 clusters Score -3388190 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3388909.750000 Penalty: 5218.881348
	Iteration 14Q: 3 clusters Score -3388910 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -3389518.250000 Penalty: 5218.881348
	Iteration 15Q: 3 clusters Score -3389518 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -3390089.750000 Penalty: 5218.881348
	Iteration 16Q: 3 clusters Score -3390090 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -3390579.000000 Penalty: 5218.881348
	Iteration 17Q: 3 clusters Score -3390579 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -3390994.500000 Penalty: 5218.881348
	Iteration 18Q: 3 clusters Score -3390994 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -3391295.250000 Penalty: 5218.881348
	Iteration 19Q: 3 clusters Score -3391295 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -3391551.250000 Penalty: 5218.881348
	Iteration 20F: 3 clusters Score -3391551 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -3391796.750000 Penalty: 5218.881348
	Iteration 21Q: 3 clusters Score -3391797 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -3392012.750000 Penalty: 5218.881348
	Iteration 22Q: 3 clusters Score -3392013 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -3392171.500000 Penalty: 5218.881348
	Iteration 23Q: 3 clusters Score -3392172 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -3392344.000000 Penalty: 5218.881348
	Iteration 24Q: 3 clusters Score -3392344 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -3392464.500000 Penalty: 5218.881348
	Iteration 25Q: 3 clusters Score -3392464 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -3392555.000000 Penalty: 5218.881348
	Iteration 26Q: 3 clusters Score -3392555 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -3392634.750000 Penalty: 5218.881348
	Iteration 27Q: 3 clusters Score -3392635 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -3392741.500000 Penalty: 5218.881348
	Iteration 28Q: 3 clusters Score -3392742 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -3392855.000000 Penalty: 5218.881348
	Iteration 29Q: 3 clusters Score -3392855 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -3392949.750000 Penalty: 5218.881348
	Iteration 30Q: 3 clusters Score -3392950 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -3393041.000000 Penalty: 5218.881348
	Iteration 31Q: 3 clusters Score -3393041 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -3393107.750000 Penalty: 5218.881348
	Iteration 32Q: 3 clusters Score -3393108 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -3393178.250000 Penalty: 5218.881348
	Iteration 33Q: 3 clusters Score -3393178 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -3393248.250000 Penalty: 5218.881348
	Iteration 34Q: 3 clusters Score -3393248 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -3393323.250000 Penalty: 5218.881348
	Iteration 35Q: 3 clusters Score -3393323 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -3393389.500000 Penalty: 5218.881348
	Iteration 36Q: 3 clusters Score -3393390 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -3393431.000000 Penalty: 5218.881348
	Iteration 37Q: 3 clusters Score -3393431 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -3393487.250000 Penalty: 5218.881348
	Iteration 38Q: 3 clusters Score -3393487 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -3393525.750000 Penalty: 5218.881348
	Iteration 39Q: 3 clusters Score -3393526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -3393558.250000 Penalty: 5218.881348
	Iteration 40F: 3 clusters Score -3393558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -3393586.250000 Penalty: 5218.881348
	Iteration 41Q: 3 clusters Score -3393586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -3393612.750000 Penalty: 5218.881348
	Iteration 42Q: 3 clusters Score -3393613 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -3393638.000000 Penalty: 5218.881348
	Iteration 43Q: 3 clusters Score -3393638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -3393655.250000 Penalty: 5218.881348
	Iteration 44Q: 3 clusters Score -3393655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -3393670.000000 Penalty: 5218.881348
	Iteration 45Q: 3 clusters Score -3393670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -3393679.000000 Penalty: 5218.881348
	Iteration 46Q: 3 clusters Score -3393679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -3393691.000000 Penalty: 5218.881348
	Iteration 47Q: 3 clusters Score -3393691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -3393699.750000 Penalty: 5218.881348
	Iteration 48Q: 3 clusters Score -3393700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -3393709.750000 Penalty: 5218.881348
	Iteration 49Q: 3 clusters Score -3393710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -3393719.000000 Penalty: 5218.881348
	Iteration 50Q: 3 clusters Score -3393719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -3393737.500000 Penalty: 5218.881348
	Iteration 51Q: 3 clusters Score -3393738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -3393747.750000 Penalty: 5218.881348
	Iteration 52Q: 3 clusters Score -3393748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -3393742.250000 Penalty: 5218.881348
	Iteration 53Q: 3 clusters Score -3393742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -3393744.750000 Penalty: 5218.881348
	Iteration 54Q: 3 clusters Score -3393745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -3393751.500000 Penalty: 5218.881348
	Iteration 55Q: 3 clusters Score -3393752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -3393755.000000 Penalty: 5218.881348
	Iteration 56Q: 3 clusters Score -3393755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -3393763.500000 Penalty: 5218.881348
	Iteration 57Q: 3 clusters Score -3393764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -3393778.500000 Penalty: 5218.881348
	Iteration 58Q: 3 clusters Score -3393778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -3393784.500000 Penalty: 5218.881348
	Iteration 59Q: 3 clusters Score -3393784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -3393793.250000 Penalty: 5218.881348
	Iteration 60F: 3 clusters Score -3393793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -3393805.500000 Penalty: 5218.881348
	Iteration 61Q: 3 clusters Score -3393806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -3393810.750000 Penalty: 5218.881348
	Iteration 62Q: 3 clusters Score -3393811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -3393818.750000 Penalty: 5218.881348
	Iteration 63Q: 3 clusters Score -3393819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -3393818.250000 Penalty: 5218.881348
	Iteration 64Q: 3 clusters Score -3393818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -3393823.250000 Penalty: 5218.881348
	Iteration 65Q: 3 clusters Score -3393823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -3393832.500000 Penalty: 5218.881348
	Iteration 66Q: 3 clusters Score -3393832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -3393838.500000 Penalty: 5218.881348
	Iteration 67Q: 3 clusters Score -3393838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -3393848.500000 Penalty: 5218.881348
	Iteration 68Q: 3 clusters Score -3393848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -3393861.500000 Penalty: 5218.881348
	Iteration 69Q: 3 clusters Score -3393862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -3393868.000000 Penalty: 5218.881348
	Iteration 70Q: 3 clusters Score -3393868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -3393863.500000 Penalty: 5218.881348
	Iteration 71Q: 3 clusters Score -3393864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -3393877.000000 Penalty: 5218.881348
	Iteration 72Q: 3 clusters Score -3393877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -3393884.250000 Penalty: 5218.881348
	Iteration 73Q: 3 clusters Score -3393884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -3393893.750000 Penalty: 5218.881348
	Iteration 74Q: 3 clusters Score -3393894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -3393891.750000 Penalty: 5218.881348
	Iteration 75Q: 3 clusters Score -3393892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -3393892.000000 Penalty: 5218.881348
	Iteration 76Q: 3 clusters Score -3393892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -3393893.750000 Penalty: 5218.881348
	Iteration 77Q: 3 clusters Score -3393894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -3393892.500000 Penalty: 5218.881348
	Iteration 78Q: 3 clusters Score -3393892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -3393892.750000 Penalty: 5218.881348
	Iteration 79Q: 3 clusters Score -3393893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -3393895.000000 Penalty: 5218.881348
	Iteration 80F: 3 clusters Score -3393895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -3393900.250000 Penalty: 5218.881348
	Iteration 81Q: 3 clusters Score -3393900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -3393898.500000 Penalty: 5218.881348
	Iteration 82Q: 3 clusters Score -3393898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -3393901.250000 Penalty: 5218.881348
	Iteration 83Q: 3 clusters Score -3393901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -3393903.000000 Penalty: 5218.881348
	Iteration 84Q: 3 clusters Score -3393903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -3393906.750000 Penalty: 5218.881348
	Iteration 85Q: 3 clusters Score -3393907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -3393905.500000 Penalty: 5218.881348
	Iteration 86Q: 3 clusters Score -3393906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -3393905.500000 Penalty: 5218.881348
	Iteration 87F: 3 clusters Score -3393906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Entering Unmasked Estep 
Score: -1041092.562500 Penalty: 2303.572021
	Iteration 0F: 2 clusters Score -1041093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1032837.312500 Penalty: 4607.144043
	Iteration 0F: 3 clusters Score -1032837 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1035369.437500 Penalty: 4607.144043
	Iteration 1F: 3 clusters Score -1035369 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1035755.625000 Penalty: 4607.144043
	Iteration 2F: 3 clusters Score -1035756 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1036074.062500 Penalty: 4607.144043
	Iteration 3F: 3 clusters Score -1036074 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1036418.562500 Penalty: 4607.144043
	Iteration 4Q: 3 clusters Score -1036419 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1036787.562500 Penalty: 4607.144043
	Iteration 5F: 3 clusters Score -1036788 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1037119.125000 Penalty: 4607.144043
	Iteration 6F: 3 clusters Score -1037119 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1037388.312500 Penalty: 4607.144043
	Iteration 7Q: 3 clusters Score -1037388 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1037620.750000 Penalty: 4607.144043
	Iteration 8Q: 3 clusters Score -1037621 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1037885.437500 Penalty: 4607.144043
	Iteration 9Q: 3 clusters Score -1037885 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1038140.812500 Penalty: 4607.144043
	Iteration 10Q: 3 clusters Score -1038141 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1038376.437500 Penalty: 4607.144043
	Iteration 11Q: 3 clusters Score -1038376 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1038568.375000 Penalty: 4607.144043
	Iteration 12Q: 3 clusters Score -1038568 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1038753.625000 Penalty: 4607.144043
	Iteration 13Q: 3 clusters Score -1038754 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1038874.937500 Penalty: 4607.144043
	Iteration 14Q: 3 clusters Score -1038875 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1038990.250000 Penalty: 4607.144043
	Iteration 15Q: 3 clusters Score -1038990 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1039096.625000 Penalty: 4607.144043
	Iteration 16Q: 3 clusters Score -1039097 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1039189.250000 Penalty: 4607.144043
	Iteration 17Q: 3 clusters Score -1039189 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1039277.812500 Penalty: 4607.144043
	Iteration 18Q: 3 clusters Score -1039278 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1039341.875000 Penalty: 4607.144043
	Iteration 19Q: 3 clusters Score -1039342 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1039394.625000 Penalty: 4607.144043
	Iteration 20F: 3 clusters Score -1039395 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1039428.125000 Penalty: 4607.144043
	Iteration 21Q: 3 clusters Score -1039428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1039452.750000 Penalty: 4607.144043
	Iteration 22Q: 3 clusters Score -1039453 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1039472.375000 Penalty: 4607.144043
	Iteration 23Q: 3 clusters Score -1039472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1039492.562500 Penalty: 4607.144043
	Iteration 24Q: 3 clusters Score -1039493 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1039514.687500 Penalty: 4607.144043
	Iteration 25Q: 3 clusters Score -1039515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1039540.812500 Penalty: 4607.144043
	Iteration 26Q: 3 clusters Score -1039541 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1039565.437500 Penalty: 4607.144043
	Iteration 27Q: 3 clusters Score -1039565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1039604.125000 Penalty: 4607.144043
	Iteration 28Q: 3 clusters Score -1039604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1039622.250000 Penalty: 4607.144043
	Iteration 29Q: 3 clusters Score -1039622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1039639.875000 Penalty: 4607.144043
	Iteration 30Q: 3 clusters Score -1039640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1039659.375000 Penalty: 4607.144043
	Iteration 31Q: 3 clusters Score -1039659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1039681.187500 Penalty: 4607.144043
	Iteration 32Q: 3 clusters Score -1039681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1039703.937500 Penalty: 4607.144043
	Iteration 33Q: 3 clusters Score -1039704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1039723.625000 Penalty: 4607.144043
	Iteration 34Q: 3 clusters Score -1039724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1039741.375000 Penalty: 4607.144043
	Iteration 35Q: 3 clusters Score -1039741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1039761.250000 Penalty: 4607.144043
	Iteration 36Q: 3 clusters Score -1039761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1039775.375000 Penalty: 4607.144043
	Iteration 37Q: 3 clusters Score -1039775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1039786.062500 Penalty: 4607.144043
	Iteration 38Q: 3 clusters Score -1039786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1039792.562500 Penalty: 4607.144043
	Iteration 39Q: 3 clusters Score -1039793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1039799.375000 Penalty: 4607.144043
	Iteration 40F: 3 clusters Score -1039799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1039800.000000 Penalty: 4607.144043
	Iteration 41Q: 3 clusters Score -1039800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1039800.875000 Penalty: 4607.144043
	Iteration 42Q: 3 clusters Score -1039801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1039803.750000 Penalty: 4607.144043
	Iteration 43Q: 3 clusters Score -1039804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1039805.812500 Penalty: 4607.144043
	Iteration 44Q: 3 clusters Score -1039806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1039804.750000 Penalty: 4607.144043
	Iteration 45Q: 3 clusters Score -1039805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1039806.625000 Penalty: 4607.144043
	Iteration 46Q: 3 clusters Score -1039807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1039808.312500 Penalty: 4607.144043
	Iteration 47Q: 3 clusters Score -1039808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1039812.312500 Penalty: 4607.144043
	Iteration 48Q: 3 clusters Score -1039812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1039817.625000 Penalty: 4607.144043
	Iteration 49Q: 3 clusters Score -1039818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1039825.875000 Penalty: 4607.144043
	Iteration 50Q: 3 clusters Score -1039826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1039837.125000 Penalty: 4607.144043
	Iteration 51Q: 3 clusters Score -1039837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1039845.062500 Penalty: 4607.144043
	Iteration 52Q: 3 clusters Score -1039845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1039853.125000 Penalty: 4607.144043
	Iteration 53Q: 3 clusters Score -1039853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1039860.437500 Penalty: 4607.144043
	Iteration 54Q: 3 clusters Score -1039860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1039865.500000 Penalty: 4607.144043
	Iteration 55Q: 3 clusters Score -1039866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1039868.375000 Penalty: 4607.144043
	Iteration 56Q: 3 clusters Score -1039868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1039873.750000 Penalty: 4607.144043
	Iteration 57Q: 3 clusters Score -1039874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1039883.250000 Penalty: 4607.144043
	Iteration 58Q: 3 clusters Score -1039883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1039891.062500 Penalty: 4607.144043
	Iteration 59Q: 3 clusters Score -1039891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1039892.750000 Penalty: 4607.144043
	Iteration 60F: 3 clusters Score -1039893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1039899.375000 Penalty: 4607.144043
	Iteration 61Q: 3 clusters Score -1039899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1039913.437500 Penalty: 4607.144043
	Iteration 62Q: 3 clusters Score -1039913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1039919.812500 Penalty: 4607.144043
	Iteration 63Q: 3 clusters Score -1039920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1039919.937500 Penalty: 4607.144043
	Iteration 64Q: 3 clusters Score -1039920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1039922.562500 Penalty: 4607.144043
	Iteration 65Q: 3 clusters Score -1039923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1039925.437500 Penalty: 4607.144043
	Iteration 66Q: 3 clusters Score -1039925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1039927.312500 Penalty: 4607.144043
	Iteration 67Q: 3 clusters Score -1039927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1039929.312500 Penalty: 4607.144043
	Iteration 68Q: 3 clusters Score -1039929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1039929.500000 Penalty: 4607.144043
	Iteration 69Q: 3 clusters Score -1039930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1039930.875000 Penalty: 4607.144043
	Iteration 70Q: 3 clusters Score -1039931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1039932.812500 Penalty: 4607.144043
	Iteration 71Q: 3 clusters Score -1039933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1039935.375000 Penalty: 4607.144043
	Iteration 72Q: 3 clusters Score -1039935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1039937.125000 Penalty: 4607.144043
	Iteration 73Q: 3 clusters Score -1039937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1039942.562500 Penalty: 4607.144043
	Iteration 74Q: 3 clusters Score -1039943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1039941.812500 Penalty: 4607.144043
	Iteration 75Q: 3 clusters Score -1039942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1039941.375000 Penalty: 4607.144043
	Iteration 76Q: 3 clusters Score -1039941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1039942.687500 Penalty: 4607.144043
	Iteration 77Q: 3 clusters Score -1039943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1039943.875000 Penalty: 4607.144043
	Iteration 78Q: 3 clusters Score -1039944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1039943.562500 Penalty: 4607.144043
	Iteration 79Q: 3 clusters Score -1039944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1039943.562500 Penalty: 4607.144043
	Iteration 80F: 3 clusters Score -1039944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Entering Unmasked Estep 
Score: -919188.125000 Penalty: 2264.829834
	Iteration 0F: 2 clusters Score -919188.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -912026.937500 Penalty: 4529.659668
	Iteration 0F: 3 clusters Score -912026.9 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -914104.875000 Penalty: 4529.659668
	Iteration 1F: 3 clusters Score -914104.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -914428.187500 Penalty: 4529.659668
	Iteration 2F: 3 clusters Score -914428.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -914744.000000 Penalty: 4529.659668
	Iteration 3F: 3 clusters Score -914744 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -915060.000000 Penalty: 4529.659668
	Iteration 4F: 3 clusters Score -915060 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -915368.000000 Penalty: 4529.659668
	Iteration 5Q: 3 clusters Score -915368 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -915665.625000 Penalty: 4529.659668
	Iteration 6Q: 3 clusters Score -915665.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -915914.000000 Penalty: 4529.659668
	Iteration 7Q: 3 clusters Score -915914 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -916182.187500 Penalty: 4529.659668
	Iteration 8Q: 3 clusters Score -916182.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -916450.000000 Penalty: 4529.659668
	Iteration 9Q: 3 clusters Score -916450 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -916725.000000 Penalty: 4529.659668
	Iteration 10Q: 3 clusters Score -916725 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -916965.750000 Penalty: 4529.659668
	Iteration 11Q: 3 clusters Score -916965.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -917205.000000 Penalty: 4529.659668
	Iteration 12Q: 3 clusters Score -917205 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -917402.000000 Penalty: 4529.659668
	Iteration 13Q: 3 clusters Score -917402 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -917552.375000 Penalty: 4529.659668
	Iteration 14Q: 3 clusters Score -917552.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -917662.000000 Penalty: 4529.659668
	Iteration 15Q: 3 clusters Score -917662 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -917765.312500 Penalty: 4529.659668
	Iteration 16Q: 3 clusters Score -917765.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -917865.375000 Penalty: 4529.659668
	Iteration 17Q: 3 clusters Score -917865.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -917981.437500 Penalty: 4529.659668
	Iteration 18Q: 3 clusters Score -917981.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -918085.437500 Penalty: 4529.659668
	Iteration 19Q: 3 clusters Score -918085.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -918162.562500 Penalty: 4529.659668
	Iteration 20F: 3 clusters Score -918162.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -918223.125000 Penalty: 4529.659668
	Iteration 21Q: 3 clusters Score -918223.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -918262.187500 Penalty: 4529.659668
	Iteration 22Q: 3 clusters Score -918262.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -918274.875000 Penalty: 4529.659668
	Iteration 23Q: 3 clusters Score -918274.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -918291.500000 Penalty: 4529.659668
	Iteration 24Q: 3 clusters Score -918291.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -918297.125000 Penalty: 4529.659668
	Iteration 25Q: 3 clusters Score -918297.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -918303.062500 Penalty: 4529.659668
	Iteration 26Q: 3 clusters Score -918303.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -918304.750000 Penalty: 4529.659668
	Iteration 27Q: 3 clusters Score -918304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -918305.750000 Penalty: 4529.659668
	Iteration 28Q: 3 clusters Score -918305.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -918308.125000 Penalty: 4529.659668
	Iteration 29Q: 3 clusters Score -918308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -918306.500000 Penalty: 4529.659668
	Iteration 30Q: 3 clusters Score -918306.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -918307.375000 Penalty: 4529.659668
	Iteration 31Q: 3 clusters Score -918307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -918307.375000 Penalty: 4529.659668
	Iteration 32F: 3 clusters Score -918307.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Entering Unmasked Estep 
Score: -1262674.250000 Penalty: 2338.330811
	Iteration 0F: 2 clusters Score -1262674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1253415.500000 Penalty: 4676.661621
	Iteration 0F: 3 clusters Score -1253416 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1256300.500000 Penalty: 4676.661621
	Iteration 1F: 3 clusters Score -1256300 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1256683.750000 Penalty: 4676.661621
	Iteration 2F: 3 clusters Score -1256684 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1256975.750000 Penalty: 4676.661621
	Iteration 3F: 3 clusters Score -1256976 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1257219.875000 Penalty: 4676.661621
	Iteration 4Q: 3 clusters Score -1257220 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1257461.375000 Penalty: 4676.661621
	Iteration 5Q: 3 clusters Score -1257461 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1257754.375000 Penalty: 4676.661621
	Iteration 6Q: 3 clusters Score -1257754 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1258090.375000 Penalty: 4676.661621
	Iteration 7Q: 3 clusters Score -1258090 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1258411.750000 Penalty: 4676.661621
	Iteration 8Q: 3 clusters Score -1258412 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1258698.500000 Penalty: 4676.661621
	Iteration 9Q: 3 clusters Score -1258698 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1258989.000000 Penalty: 4676.661621
	Iteration 10Q: 3 clusters Score -1258989 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1259270.375000 Penalty: 4676.661621
	Iteration 11Q: 3 clusters Score -1259270 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1259510.750000 Penalty: 4676.661621
	Iteration 12Q: 3 clusters Score -1259511 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1259723.000000 Penalty: 4676.661621
	Iteration 13Q: 3 clusters Score -1259723 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1259913.250000 Penalty: 4676.661621
	Iteration 14Q: 3 clusters Score -1259913 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1260061.250000 Penalty: 4676.661621
	Iteration 15Q: 3 clusters Score -1260061 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1260179.000000 Penalty: 4676.661621
	Iteration 16Q: 3 clusters Score -1260179 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1260288.500000 Penalty: 4676.661621
	Iteration 17Q: 3 clusters Score -1260288 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1260371.750000 Penalty: 4676.661621
	Iteration 18Q: 3 clusters Score -1260372 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1260431.125000 Penalty: 4676.661621
	Iteration 19Q: 3 clusters Score -1260431 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1260485.000000 Penalty: 4676.661621
	Iteration 20F: 3 clusters Score -1260485 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1260523.000000 Penalty: 4676.661621
	Iteration 21Q: 3 clusters Score -1260523 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1260552.250000 Penalty: 4676.661621
	Iteration 22Q: 3 clusters Score -1260552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1260570.500000 Penalty: 4676.661621
	Iteration 23Q: 3 clusters Score -1260570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1260593.375000 Penalty: 4676.661621
	Iteration 24Q: 3 clusters Score -1260593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1260618.625000 Penalty: 4676.661621
	Iteration 25Q: 3 clusters Score -1260619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1260641.125000 Penalty: 4676.661621
	Iteration 26Q: 3 clusters Score -1260641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1260654.500000 Penalty: 4676.661621
	Iteration 27Q: 3 clusters Score -1260654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1260666.250000 Penalty: 4676.661621
	Iteration 28Q: 3 clusters Score -1260666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1260678.125000 Penalty: 4676.661621
	Iteration 29Q: 3 clusters Score -1260678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1260688.250000 Penalty: 4676.661621
	Iteration 30Q: 3 clusters Score -1260688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1260698.375000 Penalty: 4676.661621
	Iteration 31Q: 3 clusters Score -1260698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1260704.500000 Penalty: 4676.661621
	Iteration 32Q: 3 clusters Score -1260704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1260707.625000 Penalty: 4676.661621
	Iteration 33Q: 3 clusters Score -1260708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1260711.750000 Penalty: 4676.661621
	Iteration 34Q: 3 clusters Score -1260712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1260714.500000 Penalty: 4676.661621
	Iteration 35Q: 3 clusters Score -1260714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1260719.875000 Penalty: 4676.661621
	Iteration 36Q: 3 clusters Score -1260720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1260719.250000 Penalty: 4676.661621
	Iteration 37Q: 3 clusters Score -1260719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1260719.250000 Penalty: 4676.661621
	Iteration 38F: 3 clusters Score -1260719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Entering Unmasked Estep 
Score: -716826.062500 Penalty: 2213.380615
	Iteration 0F: 2 clusters Score -716826.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -710772.125000 Penalty: 4426.761230
	Iteration 0F: 3 clusters Score -710772.1 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -712578.750000 Penalty: 4426.761230
	Iteration 1F: 3 clusters Score -712578.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -712964.812500 Penalty: 4426.761230
	Iteration 2F: 3 clusters Score -712964.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -713279.000000 Penalty: 4426.761230
	Iteration 3F: 3 clusters Score -713279 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -713556.812500 Penalty: 4426.761230
	Iteration 4F: 3 clusters Score -713556.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -713813.937500 Penalty: 4426.761230
	Iteration 5F: 3 clusters Score -713813.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -714053.187500 Penalty: 4426.761230
	Iteration 6Q: 3 clusters Score -714053.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -714278.250000 Penalty: 4426.761230
	Iteration 7Q: 3 clusters Score -714278.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -714456.437500 Penalty: 4426.761230
	Iteration 8Q: 3 clusters Score -714456.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -714602.687500 Penalty: 4426.761230
	Iteration 9Q: 3 clusters Score -714602.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -714705.625000 Penalty: 4426.761230
	Iteration 10Q: 3 clusters Score -714705.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -714777.000000 Penalty: 4426.761230
	Iteration 11Q: 3 clusters Score -714777 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -714821.187500 Penalty: 4426.761230
	Iteration 12Q: 3 clusters Score -714821.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -714863.125000 Penalty: 4426.761230
	Iteration 13Q: 3 clusters Score -714863.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -714907.562500 Penalty: 4426.761230
	Iteration 14Q: 3 clusters Score -714907.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -714947.750000 Penalty: 4426.761230
	Iteration 15Q: 3 clusters Score -714947.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -714989.500000 Penalty: 4426.761230
	Iteration 16Q: 3 clusters Score -714989.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -715028.812500 Penalty: 4426.761230
	Iteration 17Q: 3 clusters Score -715028.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -715061.312500 Penalty: 4426.761230
	Iteration 18Q: 3 clusters Score -715061.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -715081.125000 Penalty: 4426.761230
	Iteration 19Q: 3 clusters Score -715081.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -715106.000000 Penalty: 4426.761230
	Iteration 20F: 3 clusters Score -715106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -715128.562500 Penalty: 4426.761230
	Iteration 21Q: 3 clusters Score -715128.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -715147.750000 Penalty: 4426.761230
	Iteration 22Q: 3 clusters Score -715147.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -715172.812500 Penalty: 4426.761230
	Iteration 23Q: 3 clusters Score -715172.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -715198.750000 Penalty: 4426.761230
	Iteration 24Q: 3 clusters Score -715198.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -715236.812500 Penalty: 4426.761230
	Iteration 25Q: 3 clusters Score -715236.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -715280.062500 Penalty: 4426.761230
	Iteration 26Q: 3 clusters Score -715280.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -715316.312500 Penalty: 4426.761230
	Iteration 27Q: 3 clusters Score -715316.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -715339.812500 Penalty: 4426.761230
	Iteration 28Q: 3 clusters Score -715339.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -715365.062500 Penalty: 4426.761230
	Iteration 29Q: 3 clusters Score -715365.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -715400.187500 Penalty: 4426.761230
	Iteration 30Q: 3 clusters Score -715400.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -715426.187500 Penalty: 4426.761230
	Iteration 31Q: 3 clusters Score -715426.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -715443.875000 Penalty: 4426.761230
	Iteration 32Q: 3 clusters Score -715443.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -715468.937500 Penalty: 4426.761230
	Iteration 33Q: 3 clusters Score -715468.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -715494.875000 Penalty: 4426.761230
	Iteration 34Q: 3 clusters Score -715494.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -715516.937500 Penalty: 4426.761230
	Iteration 35Q: 3 clusters Score -715516.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -715528.250000 Penalty: 4426.761230
	Iteration 36Q: 3 clusters Score -715528.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -715535.000000 Penalty: 4426.761230
	Iteration 37Q: 3 clusters Score -715535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -715541.812500 Penalty: 4426.761230
	Iteration 38Q: 3 clusters Score -715541.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -715545.125000 Penalty: 4426.761230
	Iteration 39Q: 3 clusters Score -715545.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -715550.437500 Penalty: 4426.761230
	Iteration 40F: 3 clusters Score -715550.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -715556.125000 Penalty: 4426.761230
	Iteration 41Q: 3 clusters Score -715556.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -715559.562500 Penalty: 4426.761230
	Iteration 42Q: 3 clusters Score -715559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -715562.687500 Penalty: 4426.761230
	Iteration 43Q: 3 clusters Score -715562.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -715566.937500 Penalty: 4426.761230
	Iteration 44Q: 3 clusters Score -715566.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -715570.125000 Penalty: 4426.761230
	Iteration 45Q: 3 clusters Score -715570.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -715573.687500 Penalty: 4426.761230
	Iteration 46Q: 3 clusters Score -715573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -715574.625000 Penalty: 4426.761230
	Iteration 47Q: 3 clusters Score -715574.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -715576.187500 Penalty: 4426.761230
	Iteration 48Q: 3 clusters Score -715576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -715578.625000 Penalty: 4426.761230
	Iteration 49Q: 3 clusters Score -715578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -715579.312500 Penalty: 4426.761230
	Iteration 50Q: 3 clusters Score -715579.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -715579.312500 Penalty: 4426.761230
	Iteration 51F: 3 clusters Score -715579.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Entering Unmasked Estep 
Score: -1584550.875000 Penalty: 2405.742920
	Iteration 0F: 2 clusters Score -1584551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1572810.500000 Penalty: 4811.485840
	Iteration 0F: 3 clusters Score -1572810 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1576792.000000 Penalty: 4811.485840
	Iteration 1F: 3 clusters Score -1576792 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1577297.375000 Penalty: 4811.485840
	Iteration 2F: 3 clusters Score -1577297 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1577740.000000 Penalty: 4811.485840
	Iteration 3F: 3 clusters Score -1577740 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1578144.250000 Penalty: 4811.485840
	Iteration 4F: 3 clusters Score -1578144 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1578610.750000 Penalty: 4811.485840
	Iteration 5Q: 3 clusters Score -1578611 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1579172.375000 Penalty: 4811.485840
	Iteration 6F: 3 clusters Score -1579172 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1579758.500000 Penalty: 4811.485840
	Iteration 7F: 3 clusters Score -1579758 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1580321.875000 Penalty: 4811.485840
	Iteration 8F: 3 clusters Score -1580322 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1580839.500000 Penalty: 4811.485840
	Iteration 9Q: 3 clusters Score -1580840 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1581268.750000 Penalty: 4811.485840
	Iteration 10Q: 3 clusters Score -1581269 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1581583.250000 Penalty: 4811.485840
	Iteration 11Q: 3 clusters Score -1581583 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1581811.875000 Penalty: 4811.485840
	Iteration 12Q: 3 clusters Score -1581812 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1582018.500000 Penalty: 4811.485840
	Iteration 13Q: 3 clusters Score -1582018 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1582145.375000 Penalty: 4811.485840
	Iteration 14Q: 3 clusters Score -1582145 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1582212.125000 Penalty: 4811.485840
	Iteration 15Q: 3 clusters Score -1582212 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1582252.750000 Penalty: 4811.485840
	Iteration 16Q: 3 clusters Score -1582253 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1582281.750000 Penalty: 4811.485840
	Iteration 17Q: 3 clusters Score -1582282 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1582301.250000 Penalty: 4811.485840
	Iteration 18Q: 3 clusters Score -1582301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1582315.500000 Penalty: 4811.485840
	Iteration 19Q: 3 clusters Score -1582316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1582333.500000 Penalty: 4811.485840
	Iteration 20F: 3 clusters Score -1582334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1582344.875000 Penalty: 4811.485840
	Iteration 21Q: 3 clusters Score -1582345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1582354.500000 Penalty: 4811.485840
	Iteration 22Q: 3 clusters Score -1582354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1582363.375000 Penalty: 4811.485840
	Iteration 23Q: 3 clusters Score -1582363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1582370.125000 Penalty: 4811.485840
	Iteration 24Q: 3 clusters Score -1582370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1582369.750000 Penalty: 4811.485840
	Iteration 25Q: 3 clusters Score -1582370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1582375.875000 Penalty: 4811.485840
	Iteration 26Q: 3 clusters Score -1582376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1582381.625000 Penalty: 4811.485840
	Iteration 27Q: 3 clusters Score -1582382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1582384.375000 Penalty: 4811.485840
	Iteration 28Q: 3 clusters Score -1582384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1582392.875000 Penalty: 4811.485840
	Iteration 29Q: 3 clusters Score -1582393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1582395.375000 Penalty: 4811.485840
	Iteration 30Q: 3 clusters Score -1582395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1582396.750000 Penalty: 4811.485840
	Iteration 31Q: 3 clusters Score -1582397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1582401.125000 Penalty: 4811.485840
	Iteration 32Q: 3 clusters Score -1582401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1582404.250000 Penalty: 4811.485840
	Iteration 33Q: 3 clusters Score -1582404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1582403.250000 Penalty: 4811.485840
	Iteration 34Q: 3 clusters Score -1582403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1582404.875000 Penalty: 4811.485840
	Iteration 35Q: 3 clusters Score -1582405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1582410.750000 Penalty: 4811.485840
	Iteration 36Q: 3 clusters Score -1582411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1582410.375000 Penalty: 4811.485840
	Iteration 37Q: 3 clusters Score -1582410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1582410.250000 Penalty: 4811.485840
	Iteration 38Q: 3 clusters Score -1582410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1582409.125000 Penalty: 4811.485840
	Iteration 39Q: 3 clusters Score -1582409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1582409.500000 Penalty: 4811.485840
	Iteration 40F: 3 clusters Score -1582410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1582409.875000 Penalty: 4811.485840
	Iteration 41Q: 3 clusters Score -1582410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1582412.375000 Penalty: 4811.485840
	Iteration 42Q: 3 clusters Score -1582412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1582412.375000 Penalty: 4811.485840
	Iteration 43F: 3 clusters Score -1582412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Entering Unmasked Estep 
Score: -903363.062500 Penalty: 2258.447998
	Iteration 0F: 2 clusters Score -903363.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -896346.562500 Penalty: 4516.895996
	Iteration 0F: 3 clusters Score -896346.6 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -898438.437500 Penalty: 4516.895996
	Iteration 1F: 3 clusters Score -898438.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -898774.625000 Penalty: 4516.895996
	Iteration 2F: 3 clusters Score -898774.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -899018.000000 Penalty: 4516.895996
	Iteration 3F: 3 clusters Score -899018 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -899256.500000 Penalty: 4516.895996
	Iteration 4Q: 3 clusters Score -899256.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -899460.875000 Penalty: 4516.895996
	Iteration 5Q: 3 clusters Score -899460.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -899692.187500 Penalty: 4516.895996
	Iteration 6Q: 3 clusters Score -899692.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -899946.437500 Penalty: 4516.895996
	Iteration 7Q: 3 clusters Score -899946.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -900225.437500 Penalty: 4516.895996
	Iteration 8Q: 3 clusters Score -900225.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -900474.562500 Penalty: 4516.895996
	Iteration 9Q: 3 clusters Score -900474.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -900704.312500 Penalty: 4516.895996
	Iteration 10Q: 3 clusters Score -900704.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -900880.500000 Penalty: 4516.895996
	Iteration 11Q: 3 clusters Score -900880.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -901035.625000 Penalty: 4516.895996
	Iteration 12Q: 3 clusters Score -901035.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -901157.812500 Penalty: 4516.895996
	Iteration 13Q: 3 clusters Score -901157.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -901242.062500 Penalty: 4516.895996
	Iteration 14Q: 3 clusters Score -901242.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -901321.375000 Penalty: 4516.895996
	Iteration 15Q: 3 clusters Score -901321.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -901404.312500 Penalty: 4516.895996
	Iteration 16Q: 3 clusters Score -901404.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -901453.875000 Penalty: 4516.895996
	Iteration 17Q: 3 clusters Score -901453.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -901489.500000 Penalty: 4516.895996
	Iteration 18Q: 3 clusters Score -901489.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -901509.437500 Penalty: 4516.895996
	Iteration 19Q: 3 clusters Score -901509.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -901523.625000 Penalty: 4516.895996
	Iteration 20F: 3 clusters Score -901523.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -901538.062500 Penalty: 4516.895996
	Iteration 21Q: 3 clusters Score -901538.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -901551.812500 Penalty: 4516.895996
	Iteration 22Q: 3 clusters Score -901551.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -901569.375000 Penalty: 4516.895996
	Iteration 23Q: 3 clusters Score -901569.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -901587.687500 Penalty: 4516.895996
	Iteration 24Q: 3 clusters Score -901587.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -901601.375000 Penalty: 4516.895996
	Iteration 25Q: 3 clusters Score -901601.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -901618.125000 Penalty: 4516.895996
	Iteration 26Q: 3 clusters Score -901618.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -901626.875000 Penalty: 4516.895996
	Iteration 27Q: 3 clusters Score -901626.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -901635.625000 Penalty: 4516.895996
	Iteration 28Q: 3 clusters Score -901635.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -901642.750000 Penalty: 4516.895996
	Iteration 29Q: 3 clusters Score -901642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -901645.625000 Penalty: 4516.895996
	Iteration 30Q: 3 clusters Score -901645.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -901647.250000 Penalty: 4516.895996
	Iteration 31Q: 3 clusters Score -901647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -901647.250000 Penalty: 4516.895996
	Iteration 32Q: 3 clusters Score -901647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -901648.625000 Penalty: 4516.895996
	Iteration 33Q: 3 clusters Score -901648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -901647.500000 Penalty: 4516.895996
	Iteration 34Q: 3 clusters Score -901647.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -901648.937500 Penalty: 4516.895996
	Iteration 35Q: 3 clusters Score -901648.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -901648.937500 Penalty: 4516.895996
	Iteration 36F: 3 clusters Score -901648.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (98771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98771 members 
Entering Unmasked Estep 
Score: -10109796.000000 Penalty: 2852.138672
	Iteration 0F: 2 clusters Score -1.01098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -10043895.000000 Penalty: 5704.277344
	Iteration 0F: 3 clusters Score -1.00439e+07 nChanged 46474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -10070225.000000 Penalty: 5704.277344
	Iteration 1F: 3 clusters Score -1.007022e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -10070870.000000 Penalty: 5704.277344
	Iteration 2Q: 3 clusters Score -1.007087e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -10071782.000000 Penalty: 5704.277344
	Iteration 3Q: 3 clusters Score -1.007178e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -10073249.000000 Penalty: 5704.277344
	Iteration 4Q: 3 clusters Score -1.007325e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -10075493.000000 Penalty: 5704.277344
	Iteration 5Q: 3 clusters Score -1.007549e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -10079167.000000 Penalty: 5704.277344
	Iteration 6F: 3 clusters Score -1.007917e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -10084456.000000 Penalty: 5704.277344
	Iteration 7F: 3 clusters Score -1.008446e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -10090767.000000 Penalty: 5704.277344
	Iteration 8F: 3 clusters Score -1.009077e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84178 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -10096608.000000 Penalty: 5704.277344
	Iteration 9F: 3 clusters Score -1.009661e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89235 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -10100971.000000 Penalty: 5704.277344
	Iteration 10F: 3 clusters Score -1.010097e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92609 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -10103787.000000 Penalty: 5704.277344
	Iteration 11Q: 3 clusters Score -1.010379e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94738 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -10105508.000000 Penalty: 5704.277344
	Iteration 12Q: 3 clusters Score -1.010551e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96066 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -10106582.000000 Penalty: 5704.277344
	Iteration 13Q: 3 clusters Score -1.010658e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96825 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10107116.000000 Penalty: 5704.277344
	Iteration 14Q: 3 clusters Score -1.010712e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -10107449.000000 Penalty: 5704.277344
	Iteration 15Q: 3 clusters Score -1.010745e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -10107579.000000 Penalty: 5704.277344
	Iteration 16Q: 3 clusters Score -1.010758e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97573 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -10107695.000000 Penalty: 5704.277344
	Iteration 17Q: 3 clusters Score -1.01077e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97647 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10107768.000000 Penalty: 5704.277344
	Iteration 18Q: 3 clusters Score -1.010777e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10107832.000000 Penalty: 5704.277344
	Iteration 19Q: 3 clusters Score -1.010783e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97727 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10107892.000000 Penalty: 5704.277344
	Iteration 20F: 3 clusters Score -1.010789e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97750 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10107917.000000 Penalty: 5704.277344
	Iteration 21Q: 3 clusters Score -1.010792e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97770 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -10107941.000000 Penalty: 5704.277344
	Iteration 22Q: 3 clusters Score -1.010794e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97782 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10107948.000000 Penalty: 5704.277344
	Iteration 23Q: 3 clusters Score -1.010795e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97792 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10107965.000000 Penalty: 5704.277344
	Iteration 24Q: 3 clusters Score -1.010796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97799 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -10107969.000000 Penalty: 5704.277344
	Iteration 25Q: 3 clusters Score -1.010797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10107982.000000 Penalty: 5704.277344
	Iteration 26Q: 3 clusters Score -1.010798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97802 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10107964.000000 Penalty: 5704.277344
	Iteration 27Q: 3 clusters Score -1.010796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10107967.000000 Penalty: 5704.277344
	Iteration 28Q: 3 clusters Score -1.010797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10107974.000000 Penalty: 5704.277344
	Iteration 29Q: 3 clusters Score -1.010797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97811 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10107972.000000 Penalty: 5704.277344
	Iteration 30Q: 3 clusters Score -1.010797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97816 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10107979.000000 Penalty: 5704.277344
	Iteration 31Q: 3 clusters Score -1.010798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97820 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10107984.000000 Penalty: 5704.277344
	Iteration 32Q: 3 clusters Score -1.010798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97821 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10107992.000000 Penalty: 5704.277344
	Iteration 33Q: 3 clusters Score -1.010799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97824 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10107991.000000 Penalty: 5704.277344
	Iteration 34Q: 3 clusters Score -1.010799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97827 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10107993.000000 Penalty: 5704.277344
	Iteration 35Q: 3 clusters Score -1.010799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10107997.000000 Penalty: 5704.277344
	Iteration 36Q: 3 clusters Score -1.0108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97827 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10107997.000000 Penalty: 5704.277344
	Iteration 37Q: 3 clusters Score -1.0108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10107989.000000 Penalty: 5704.277344
	Iteration 38Q: 3 clusters Score -1.010799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10107988.000000 Penalty: 5704.277344
	Iteration 39Q: 3 clusters Score -1.010799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10107992.000000 Penalty: 5704.277344
	Iteration 40F: 3 clusters Score -1.010799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10107993.000000 Penalty: 5704.277344
	Iteration 41Q: 3 clusters Score -1.010799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10107993.000000 Penalty: 5704.277344
	Iteration 42Q: 3 clusters Score -1.010799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97827 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10107992.000000 Penalty: 5704.277344
	Iteration 43Q: 3 clusters Score -1.010799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97829 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10107997.000000 Penalty: 5704.277344
	Iteration 44Q: 3 clusters Score -1.0108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97831 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10108005.000000 Penalty: 5704.277344
	Iteration 45Q: 3 clusters Score -1.0108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97833 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10108012.000000 Penalty: 5704.277344
	Iteration 46Q: 3 clusters Score -1.010801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97833 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10108012.000000 Penalty: 5704.277344
	Iteration 47F: 3 clusters Score -1.010801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (279633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279633 members 
Entering Unmasked Estep 
Score: -27999452.000000 Penalty: 3110.225830
	Iteration 0F: 2 clusters Score -2.799945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139749 members 
Mstep: Class 2 contains 139884 members 
Entering Unmasked Estep 
Score: -27821896.000000 Penalty: 6220.451660
	Iteration 0F: 3 clusters Score -2.78219e+07 nChanged 135389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138900 members 
Mstep: Class 2 contains 140733 members 
Entering Unmasked Estep 
Score: -27902244.000000 Penalty: 6220.451660
	Iteration 1F: 3 clusters Score -2.790224e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138112 members 
Mstep: Class 2 contains 141521 members 
Entering Unmasked Estep 
Score: -27903398.000000 Penalty: 6220.451660
	Iteration 2Q: 3 clusters Score -2.79034e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136626 members 
Mstep: Class 2 contains 143007 members 
Entering Unmasked Estep 
Score: -27905154.000000 Penalty: 6220.451660
	Iteration 3Q: 3 clusters Score -2.790515e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134129 members 
Mstep: Class 2 contains 145504 members 
Entering Unmasked Estep 
Score: -27907620.000000 Penalty: 6220.451660
	Iteration 4Q: 3 clusters Score -2.790762e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130142 members 
Mstep: Class 2 contains 149491 members 
Entering Unmasked Estep 
Score: -27911198.000000 Penalty: 6220.451660
	Iteration 5Q: 3 clusters Score -2.79112e+07 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124003 members 
Mstep: Class 2 contains 155630 members 
Entering Unmasked Estep 
Score: -27916464.000000 Penalty: 6220.451660
	Iteration 6Q: 3 clusters Score -2.791646e+07 nChanged 15376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115265 members 
Mstep: Class 2 contains 164368 members 
Entering Unmasked Estep 
Score: -27924380.000000 Penalty: 6220.451660
	Iteration 7F: 3 clusters Score -2.792438e+07 nChanged 17356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104471 members 
Mstep: Class 2 contains 175162 members 
Entering Unmasked Estep 
Score: -27934492.000000 Penalty: 6220.451660
	Iteration 8F: 3 clusters Score -2.793449e+07 nChanged 17999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 187043 members 
Entering Unmasked Estep 
Score: -27946086.000000 Penalty: 6220.451660
	Iteration 9F: 3 clusters Score -2.794609e+07 nChanged 16368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82124 members 
Mstep: Class 2 contains 197509 members 
Entering Unmasked Estep 
Score: -27956794.000000 Penalty: 6220.451660
	Iteration 10F: 3 clusters Score -2.795679e+07 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 205334 members 
Entering Unmasked Estep 
Score: -27965280.000000 Penalty: 6220.451660
	Iteration 11Q: 3 clusters Score -2.796528e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69327 members 
Mstep: Class 2 contains 210306 members 
Entering Unmasked Estep 
Score: -27971356.000000 Penalty: 6220.451660
	Iteration 12Q: 3 clusters Score -2.797136e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 213829 members 
Entering Unmasked Estep 
Score: -27974404.000000 Penalty: 6220.451660
	Iteration 13Q: 3 clusters Score -2.79744e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 216551 members 
Entering Unmasked Estep 
Score: -27975616.000000 Penalty: 6220.451660
	Iteration 14Q: 3 clusters Score -2.797562e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 219108 members 
Entering Unmasked Estep 
Score: -27976210.000000 Penalty: 6220.451660
	Iteration 15Q: 3 clusters Score -2.797621e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 221531 members 
Entering Unmasked Estep 
Score: -27976670.000000 Penalty: 6220.451660
	Iteration 16Q: 3 clusters Score -2.797667e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 223862 members 
Entering Unmasked Estep 
Score: -27977016.000000 Penalty: 6220.451660
	Iteration 17Q: 3 clusters Score -2.797702e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 226114 members 
Entering Unmasked Estep 
Score: -27977372.000000 Penalty: 6220.451660
	Iteration 18Q: 3 clusters Score -2.797737e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 228281 members 
Entering Unmasked Estep 
Score: -27977700.000000 Penalty: 6220.451660
	Iteration 19Q: 3 clusters Score -2.79777e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 230375 members 
Entering Unmasked Estep 
Score: -27978038.000000 Penalty: 6220.451660
	Iteration 20F: 3 clusters Score -2.797804e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 232492 members 
Entering Unmasked Estep 
Score: -27978412.000000 Penalty: 6220.451660
	Iteration 21Q: 3 clusters Score -2.797841e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 234587 members 
Entering Unmasked Estep 
Score: -27978970.000000 Penalty: 6220.451660
	Iteration 22Q: 3 clusters Score -2.797897e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 236693 members 
Entering Unmasked Estep 
Score: -27979396.000000 Penalty: 6220.451660
	Iteration 23Q: 3 clusters Score -2.79794e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 238743 members 
Entering Unmasked Estep 
Score: -27979990.000000 Penalty: 6220.451660
	Iteration 24Q: 3 clusters Score -2.797999e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 240851 members 
Entering Unmasked Estep 
Score: -27980598.000000 Penalty: 6220.451660
	Iteration 25Q: 3 clusters Score -2.79806e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 242941 members 
Entering Unmasked Estep 
Score: -27981198.000000 Penalty: 6220.451660
	Iteration 26Q: 3 clusters Score -2.79812e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 245035 members 
Entering Unmasked Estep 
Score: -27981702.000000 Penalty: 6220.451660
	Iteration 27Q: 3 clusters Score -2.79817e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 247059 members 
Entering Unmasked Estep 
Score: -27982434.000000 Penalty: 6220.451660
	Iteration 28Q: 3 clusters Score -2.798243e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 249134 members 
Entering Unmasked Estep 
Score: -27983064.000000 Penalty: 6220.451660
	Iteration 29Q: 3 clusters Score -2.798306e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 251198 members 
Entering Unmasked Estep 
Score: -27983688.000000 Penalty: 6220.451660
	Iteration 30Q: 3 clusters Score -2.798369e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 253273 members 
Entering Unmasked Estep 
Score: -27984244.000000 Penalty: 6220.451660
	Iteration 31Q: 3 clusters Score -2.798424e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 255347 members 
Entering Unmasked Estep 
Score: -27984936.000000 Penalty: 6220.451660
	Iteration 32Q: 3 clusters Score -2.798494e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 257346 members 
Entering Unmasked Estep 
Score: -27985558.000000 Penalty: 6220.451660
	Iteration 33Q: 3 clusters Score -2.798556e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 259310 members 
Entering Unmasked Estep 
Score: -27986506.000000 Penalty: 6220.451660
	Iteration 34Q: 3 clusters Score -2.798651e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 261293 members 
Entering Unmasked Estep 
Score: -27987514.000000 Penalty: 6220.451660
	Iteration 35Q: 3 clusters Score -2.798751e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 263213 members 
Entering Unmasked Estep 
Score: -27988576.000000 Penalty: 6220.451660
	Iteration 36Q: 3 clusters Score -2.798858e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 264995 members 
Entering Unmasked Estep 
Score: -27989422.000000 Penalty: 6220.451660
	Iteration 37Q: 3 clusters Score -2.798942e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 266660 members 
Entering Unmasked Estep 
Score: -27990222.000000 Penalty: 6220.451660
	Iteration 38Q: 3 clusters Score -2.799022e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 268195 members 
Entering Unmasked Estep 
Score: -27991214.000000 Penalty: 6220.451660
	Iteration 39Q: 3 clusters Score -2.799121e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 269585 members 
Entering Unmasked Estep 
Score: -27992126.000000 Penalty: 6220.451660
	Iteration 40F: 3 clusters Score -2.799213e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 270762 members 
Entering Unmasked Estep 
Score: -27992952.000000 Penalty: 6220.451660
	Iteration 41Q: 3 clusters Score -2.799295e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 271747 members 
Entering Unmasked Estep 
Score: -27993730.000000 Penalty: 6220.451660
	Iteration 42Q: 3 clusters Score -2.799373e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 272576 members 
Entering Unmasked Estep 
Score: -27994496.000000 Penalty: 6220.451660
	Iteration 43Q: 3 clusters Score -2.79945e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 273295 members 
Entering Unmasked Estep 
Score: -27995162.000000 Penalty: 6220.451660
	Iteration 44Q: 3 clusters Score -2.799516e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 273880 members 
Entering Unmasked Estep 
Score: -27995646.000000 Penalty: 6220.451660
	Iteration 45Q: 3 clusters Score -2.799565e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 274341 members 
Entering Unmasked Estep 
Score: -27996070.000000 Penalty: 6220.451660
	Iteration 46Q: 3 clusters Score -2.799607e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 274685 members 
Entering Unmasked Estep 
Score: -27996310.000000 Penalty: 6220.451660
	Iteration 47Q: 3 clusters Score -2.799631e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 274966 members 
Entering Unmasked Estep 
Score: -27996604.000000 Penalty: 6220.451660
	Iteration 48Q: 3 clusters Score -2.79966e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 275196 members 
Entering Unmasked Estep 
Score: -27996788.000000 Penalty: 6220.451660
	Iteration 49Q: 3 clusters Score -2.799679e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 275389 members 
Entering Unmasked Estep 
Score: -27996964.000000 Penalty: 6220.451660
	Iteration 50Q: 3 clusters Score -2.799696e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 275539 members 
Entering Unmasked Estep 
Score: -27997120.000000 Penalty: 6220.451660
	Iteration 51Q: 3 clusters Score -2.799712e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 275642 members 
Entering Unmasked Estep 
Score: -27997204.000000 Penalty: 6220.451660
	Iteration 52Q: 3 clusters Score -2.79972e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 275732 members 
Entering Unmasked Estep 
Score: -27997312.000000 Penalty: 6220.451660
	Iteration 53Q: 3 clusters Score -2.799731e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 275789 members 
Entering Unmasked Estep 
Score: -27997300.000000 Penalty: 6220.451660
	Iteration 54Q: 3 clusters Score -2.79973e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 275848 members 
Entering Unmasked Estep 
Score: -27997322.000000 Penalty: 6220.451660
	Iteration 55Q: 3 clusters Score -2.799732e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 275888 members 
Entering Unmasked Estep 
Score: -27997348.000000 Penalty: 6220.451660
	Iteration 56Q: 3 clusters Score -2.799735e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 275922 members 
Entering Unmasked Estep 
Score: -27997366.000000 Penalty: 6220.451660
	Iteration 57Q: 3 clusters Score -2.799737e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 275958 members 
Entering Unmasked Estep 
Score: -27997366.000000 Penalty: 6220.451660
	Iteration 58Q: 3 clusters Score -2.799737e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 275992 members 
Entering Unmasked Estep 
Score: -27997366.000000 Penalty: 6220.451660
	Iteration 59Q: 3 clusters Score -2.799737e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 276019 members 
Entering Unmasked Estep 
Score: -27997380.000000 Penalty: 6220.451660
	Iteration 60F: 3 clusters Score -2.799738e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 276053 members 
Entering Unmasked Estep 
Score: -27997402.000000 Penalty: 6220.451660
	Iteration 61Q: 3 clusters Score -2.79974e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 276073 members 
Entering Unmasked Estep 
Score: -27997428.000000 Penalty: 6220.451660
	Iteration 62Q: 3 clusters Score -2.799743e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 276095 members 
Entering Unmasked Estep 
Score: -27997416.000000 Penalty: 6220.451660
	Iteration 63Q: 3 clusters Score -2.799742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 276111 members 
Entering Unmasked Estep 
Score: -27997414.000000 Penalty: 6220.451660
	Iteration 64Q: 3 clusters Score -2.799741e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 276126 members 
Entering Unmasked Estep 
Score: -27997422.000000 Penalty: 6220.451660
	Iteration 65Q: 3 clusters Score -2.799742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 276133 members 
Entering Unmasked Estep 
Score: -27997428.000000 Penalty: 6220.451660
	Iteration 66Q: 3 clusters Score -2.799743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 276140 members 
Entering Unmasked Estep 
Score: -27997440.000000 Penalty: 6220.451660
	Iteration 67Q: 3 clusters Score -2.799744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 276146 members 
Entering Unmasked Estep 
Score: -27997442.000000 Penalty: 6220.451660
	Iteration 68Q: 3 clusters Score -2.799744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 276151 members 
Entering Unmasked Estep 
Score: -27997440.000000 Penalty: 6220.451660
	Iteration 69Q: 3 clusters Score -2.799744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 276159 members 
Entering Unmasked Estep 
Score: -27997458.000000 Penalty: 6220.451660
	Iteration 70Q: 3 clusters Score -2.799746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 276166 members 
Entering Unmasked Estep 
Score: -27997456.000000 Penalty: 6220.451660
	Iteration 71Q: 3 clusters Score -2.799746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 276170 members 
Entering Unmasked Estep 
Score: -27997458.000000 Penalty: 6220.451660
	Iteration 72Q: 3 clusters Score -2.799746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 276180 members 
Entering Unmasked Estep 
Score: -27997480.000000 Penalty: 6220.451660
	Iteration 73Q: 3 clusters Score -2.799748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 276189 members 
Entering Unmasked Estep 
Score: -27997488.000000 Penalty: 6220.451660
	Iteration 74Q: 3 clusters Score -2.799749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 276196 members 
Entering Unmasked Estep 
Score: -27997476.000000 Penalty: 6220.451660
	Iteration 75Q: 3 clusters Score -2.799748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 276200 members 
Entering Unmasked Estep 
Score: -27997464.000000 Penalty: 6220.451660
	Iteration 76Q: 3 clusters Score -2.799746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 276202 members 
Entering Unmasked Estep 
Score: -27997474.000000 Penalty: 6220.451660
	Iteration 77Q: 3 clusters Score -2.799747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 276207 members 
Entering Unmasked Estep 
Score: -27997482.000000 Penalty: 6220.451660
	Iteration 78Q: 3 clusters Score -2.799748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 276207 members 
Entering Unmasked Estep 
Score: -27997474.000000 Penalty: 6220.451660
	Iteration 79Q: 3 clusters Score -2.799747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 276210 members 
Entering Unmasked Estep 
Score: -27997484.000000 Penalty: 6220.451660
	Iteration 80F: 3 clusters Score -2.799748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 276215 members 
Entering Unmasked Estep 
Score: -27997482.000000 Penalty: 6220.451660
	Iteration 81Q: 3 clusters Score -2.799748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 276218 members 
Entering Unmasked Estep 
Score: -27997492.000000 Penalty: 6220.451660
	Iteration 82Q: 3 clusters Score -2.799749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 276220 members 
Entering Unmasked Estep 
Score: -27997482.000000 Penalty: 6220.451660
	Iteration 83Q: 3 clusters Score -2.799748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 276223 members 
Entering Unmasked Estep 
Score: -27997486.000000 Penalty: 6220.451660
	Iteration 84Q: 3 clusters Score -2.799749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 276226 members 
Entering Unmasked Estep 
Score: -27997472.000000 Penalty: 6220.451660
	Iteration 85Q: 3 clusters Score -2.799747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 276228 members 
Entering Unmasked Estep 
Score: -27997484.000000 Penalty: 6220.451660
	Iteration 86Q: 3 clusters Score -2.799748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 276228 members 
Entering Unmasked Estep 
Score: -27997484.000000 Penalty: 6220.451660
	Iteration 87F: 3 clusters Score -2.799748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Entering Unmasked Estep 
Score: -496415.625000 Penalty: 2121.704346
	Iteration 0F: 2 clusters Score -496415.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -491789.718750 Penalty: 4243.408691
	Iteration 0F: 3 clusters Score -491789.7 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -492975.343750 Penalty: 4243.408691
	Iteration 1F: 3 clusters Score -492975.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -493288.406250 Penalty: 4243.408691
	Iteration 2F: 3 clusters Score -493288.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -493589.968750 Penalty: 4243.408691
	Iteration 3F: 3 clusters Score -493590 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -493861.406250 Penalty: 4243.408691
	Iteration 4F: 3 clusters Score -493861.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -494099.343750 Penalty: 4243.408691
	Iteration 5F: 3 clusters Score -494099.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -494296.156250 Penalty: 4243.408691
	Iteration 6Q: 3 clusters Score -494296.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -494488.718750 Penalty: 4243.408691
	Iteration 7Q: 3 clusters Score -494488.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -494635.531250 Penalty: 4243.408691
	Iteration 8Q: 3 clusters Score -494635.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -494749.375000 Penalty: 4243.408691
	Iteration 9Q: 3 clusters Score -494749.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -494829.031250 Penalty: 4243.408691
	Iteration 10Q: 3 clusters Score -494829 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -494890.250000 Penalty: 4243.408691
	Iteration 11Q: 3 clusters Score -494890.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -494941.500000 Penalty: 4243.408691
	Iteration 12Q: 3 clusters Score -494941.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -494990.781250 Penalty: 4243.408691
	Iteration 13Q: 3 clusters Score -494990.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -495027.781250 Penalty: 4243.408691
	Iteration 14Q: 3 clusters Score -495027.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -495075.031250 Penalty: 4243.408691
	Iteration 15Q: 3 clusters Score -495075 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -495131.406250 Penalty: 4243.408691
	Iteration 16Q: 3 clusters Score -495131.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -495198.031250 Penalty: 4243.408691
	Iteration 17Q: 3 clusters Score -495198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -495269.156250 Penalty: 4243.408691
	Iteration 18Q: 3 clusters Score -495269.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -495338.187500 Penalty: 4243.408691
	Iteration 19Q: 3 clusters Score -495338.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -495385.718750 Penalty: 4243.408691
	Iteration 20F: 3 clusters Score -495385.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -495414.218750 Penalty: 4243.408691
	Iteration 21Q: 3 clusters Score -495414.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -495446.656250 Penalty: 4243.408691
	Iteration 22Q: 3 clusters Score -495446.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -495472.843750 Penalty: 4243.408691
	Iteration 23Q: 3 clusters Score -495472.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -495493.093750 Penalty: 4243.408691
	Iteration 24Q: 3 clusters Score -495493.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -495511.468750 Penalty: 4243.408691
	Iteration 25Q: 3 clusters Score -495511.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -495521.218750 Penalty: 4243.408691
	Iteration 26Q: 3 clusters Score -495521.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -495527.968750 Penalty: 4243.408691
	Iteration 27Q: 3 clusters Score -495528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -495533.406250 Penalty: 4243.408691
	Iteration 28Q: 3 clusters Score -495533.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -495535.906250 Penalty: 4243.408691
	Iteration 29Q: 3 clusters Score -495535.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -495539.281250 Penalty: 4243.408691
	Iteration 30Q: 3 clusters Score -495539.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -495542.000000 Penalty: 4243.408691
	Iteration 31Q: 3 clusters Score -495542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -495544.156250 Penalty: 4243.408691
	Iteration 32Q: 3 clusters Score -495544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -495543.718750 Penalty: 4243.408691
	Iteration 33Q: 3 clusters Score -495543.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -495543.718750 Penalty: 4243.408691
	Iteration 34F: 3 clusters Score -495543.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Entering Unmasked Estep 
Score: -784807.187500 Penalty: 2220.406494
	Iteration 0F: 2 clusters Score -784807.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -778592.187500 Penalty: 4440.812988
	Iteration 0F: 3 clusters Score -778592.2 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -780186.312500 Penalty: 4440.812988
	Iteration 1F: 3 clusters Score -780186.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -780418.812500 Penalty: 4440.812988
	Iteration 2F: 3 clusters Score -780418.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -780573.375000 Penalty: 4440.812988
	Iteration 3Q: 3 clusters Score -780573.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -780712.562500 Penalty: 4440.812988
	Iteration 4Q: 3 clusters Score -780712.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -780821.500000 Penalty: 4440.812988
	Iteration 5Q: 3 clusters Score -780821.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -780919.625000 Penalty: 4440.812988
	Iteration 6Q: 3 clusters Score -780919.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -781015.375000 Penalty: 4440.812988
	Iteration 7Q: 3 clusters Score -781015.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -781110.437500 Penalty: 4440.812988
	Iteration 8Q: 3 clusters Score -781110.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -781210.000000 Penalty: 4440.812988
	Iteration 9Q: 3 clusters Score -781210 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -781336.875000 Penalty: 4440.812988
	Iteration 10Q: 3 clusters Score -781336.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -781482.500000 Penalty: 4440.812988
	Iteration 11Q: 3 clusters Score -781482.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -781670.000000 Penalty: 4440.812988
	Iteration 12Q: 3 clusters Score -781670 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -781889.062500 Penalty: 4440.812988
	Iteration 13Q: 3 clusters Score -781889.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -782110.000000 Penalty: 4440.812988
	Iteration 14Q: 3 clusters Score -782110 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -782302.187500 Penalty: 4440.812988
	Iteration 15Q: 3 clusters Score -782302.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -782468.875000 Penalty: 4440.812988
	Iteration 16Q: 3 clusters Score -782468.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -782582.437500 Penalty: 4440.812988
	Iteration 17Q: 3 clusters Score -782582.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -782675.750000 Penalty: 4440.812988
	Iteration 18Q: 3 clusters Score -782675.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -782760.562500 Penalty: 4440.812988
	Iteration 19Q: 3 clusters Score -782760.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -782821.000000 Penalty: 4440.812988
	Iteration 20F: 3 clusters Score -782821 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -782861.812500 Penalty: 4440.812988
	Iteration 21Q: 3 clusters Score -782861.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -782893.625000 Penalty: 4440.812988
	Iteration 22Q: 3 clusters Score -782893.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -782910.500000 Penalty: 4440.812988
	Iteration 23Q: 3 clusters Score -782910.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -782927.562500 Penalty: 4440.812988
	Iteration 24Q: 3 clusters Score -782927.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -782932.875000 Penalty: 4440.812988
	Iteration 25Q: 3 clusters Score -782932.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -782944.062500 Penalty: 4440.812988
	Iteration 26Q: 3 clusters Score -782944.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -782952.312500 Penalty: 4440.812988
	Iteration 27Q: 3 clusters Score -782952.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -782955.250000 Penalty: 4440.812988
	Iteration 28Q: 3 clusters Score -782955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -782958.875000 Penalty: 4440.812988
	Iteration 29Q: 3 clusters Score -782958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -782960.500000 Penalty: 4440.812988
	Iteration 30Q: 3 clusters Score -782960.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -782962.125000 Penalty: 4440.812988
	Iteration 31Q: 3 clusters Score -782962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -782964.125000 Penalty: 4440.812988
	Iteration 32Q: 3 clusters Score -782964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -782967.250000 Penalty: 4440.812988
	Iteration 33Q: 3 clusters Score -782967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -782974.312500 Penalty: 4440.812988
	Iteration 34Q: 3 clusters Score -782974.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -782975.625000 Penalty: 4440.812988
	Iteration 35Q: 3 clusters Score -782975.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -782979.562500 Penalty: 4440.812988
	Iteration 36Q: 3 clusters Score -782979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -782983.125000 Penalty: 4440.812988
	Iteration 37Q: 3 clusters Score -782983.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -782985.562500 Penalty: 4440.812988
	Iteration 38Q: 3 clusters Score -782985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -782986.125000 Penalty: 4440.812988
	Iteration 39Q: 3 clusters Score -782986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -782985.312500 Penalty: 4440.812988
	Iteration 40F: 3 clusters Score -782985.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -191639.359375 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -191639.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -189026.140625 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -189026.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -189565.750000 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -189565.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -189724.046875 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -189724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -189819.656250 Penalty: 3772.768311
	Iteration 3F: 3 clusters Score -189819.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -189875.531250 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -189875.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -189908.921875 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -189908.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -189933.937500 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -189933.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -189949.812500 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -189949.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -189962.093750 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -189962.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -189967.062500 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -189967.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -189972.671875 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -189972.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -189977.890625 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -189977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -189981.062500 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -189981.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -189983.765625 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -189983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -189984.015625 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -189984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -189985.281250 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -189985.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -189985.343750 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -189985.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -189985.343750 Penalty: 3772.768311
	Iteration 17F: 3 clusters Score -189985.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -283756.093750 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -283756.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -280510.781250 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -280510.8 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -281221.125000 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -281221.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -281535.468750 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -281535.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -281773.250000 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -281773.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -281959.281250 Penalty: 3979.031250
	Iteration 4F: 3 clusters Score -281959.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -282075.250000 Penalty: 3979.031250
	Iteration 5Q: 3 clusters Score -282075.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -282164.812500 Penalty: 3979.031250
	Iteration 6Q: 3 clusters Score -282164.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -282239.968750 Penalty: 3979.031250
	Iteration 7Q: 3 clusters Score -282240 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -282300.343750 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -282300.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -282344.375000 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -282344.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -282393.156250 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -282393.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -282435.531250 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -282435.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -282465.593750 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -282465.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -282487.125000 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -282487.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -282516.593750 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -282516.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -282546.625000 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -282546.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -282580.968750 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -282581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -282622.593750 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -282622.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -282659.218750 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -282659.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -282693.468750 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -282693.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -282727.468750 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -282727.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -282760.812500 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -282760.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -282791.375000 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -282791.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -282842.468750 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -282842.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -282926.218750 Penalty: 3979.031250
	Iteration 24Q: 3 clusters Score -282926.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -283003.656250 Penalty: 3979.031250
	Iteration 25Q: 3 clusters Score -283003.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -283063.281250 Penalty: 3979.031250
	Iteration 26Q: 3 clusters Score -283063.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -283099.906250 Penalty: 3979.031250
	Iteration 27Q: 3 clusters Score -283099.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -283137.718750 Penalty: 3979.031250
	Iteration 28Q: 3 clusters Score -283137.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -283156.687500 Penalty: 3979.031250
	Iteration 29Q: 3 clusters Score -283156.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -283175.375000 Penalty: 3979.031250
	Iteration 30Q: 3 clusters Score -283175.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -283184.156250 Penalty: 3979.031250
	Iteration 31Q: 3 clusters Score -283184.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -283187.156250 Penalty: 3979.031250
	Iteration 32Q: 3 clusters Score -283187.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -283188.500000 Penalty: 3979.031250
	Iteration 33Q: 3 clusters Score -283188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -283188.937500 Penalty: 3979.031250
	Iteration 34Q: 3 clusters Score -283188.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -283188.937500 Penalty: 3979.031250
	Iteration 35F: 3 clusters Score -283188.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (24379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Entering Unmasked Estep 
Score: -2503261.250000 Penalty: 2505.166504
	Iteration 0F: 2 clusters Score -2503261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2486404.250000 Penalty: 5010.333008
	Iteration 0F: 3 clusters Score -2486404 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2492288.500000 Penalty: 5010.333008
	Iteration 1F: 3 clusters Score -2492288 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2492691.250000 Penalty: 5010.333008
	Iteration 2Q: 3 clusters Score -2492691 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2493006.500000 Penalty: 5010.333008
	Iteration 3Q: 3 clusters Score -2493006 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2493264.000000 Penalty: 5010.333008
	Iteration 4Q: 3 clusters Score -2493264 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2493480.250000 Penalty: 5010.333008
	Iteration 5Q: 3 clusters Score -2493480 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2493721.000000 Penalty: 5010.333008
	Iteration 6Q: 3 clusters Score -2493721 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2494018.500000 Penalty: 5010.333008
	Iteration 7Q: 3 clusters Score -2494018 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2494387.000000 Penalty: 5010.333008
	Iteration 8Q: 3 clusters Score -2494387 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2494896.000000 Penalty: 5010.333008
	Iteration 9Q: 3 clusters Score -2494896 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2495574.000000 Penalty: 5010.333008
	Iteration 10Q: 3 clusters Score -2495574 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2496387.250000 Penalty: 5010.333008
	Iteration 11F: 3 clusters Score -2496387 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2497334.500000 Penalty: 5010.333008
	Iteration 12F: 3 clusters Score -2497334 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2498296.500000 Penalty: 5010.333008
	Iteration 13Q: 3 clusters Score -2498296 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2499137.000000 Penalty: 5010.333008
	Iteration 14Q: 3 clusters Score -2499137 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2499674.000000 Penalty: 5010.333008
	Iteration 15Q: 3 clusters Score -2499674 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2500059.250000 Penalty: 5010.333008
	Iteration 16Q: 3 clusters Score -2500059 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2500312.000000 Penalty: 5010.333008
	Iteration 17Q: 3 clusters Score -2500312 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2500518.250000 Penalty: 5010.333008
	Iteration 18Q: 3 clusters Score -2500518 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2500679.000000 Penalty: 5010.333008
	Iteration 19Q: 3 clusters Score -2500679 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2500776.000000 Penalty: 5010.333008
	Iteration 20F: 3 clusters Score -2500776 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2500848.000000 Penalty: 5010.333008
	Iteration 21Q: 3 clusters Score -2500848 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2500905.250000 Penalty: 5010.333008
	Iteration 22Q: 3 clusters Score -2500905 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2500949.000000 Penalty: 5010.333008
	Iteration 23Q: 3 clusters Score -2500949 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2501000.000000 Penalty: 5010.333008
	Iteration 24Q: 3 clusters Score -2501000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2501025.500000 Penalty: 5010.333008
	Iteration 25Q: 3 clusters Score -2501026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2501040.000000 Penalty: 5010.333008
	Iteration 26Q: 3 clusters Score -2501040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2501052.500000 Penalty: 5010.333008
	Iteration 27Q: 3 clusters Score -2501052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2501065.500000 Penalty: 5010.333008
	Iteration 28Q: 3 clusters Score -2501066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2501073.750000 Penalty: 5010.333008
	Iteration 29Q: 3 clusters Score -2501074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2501098.750000 Penalty: 5010.333008
	Iteration 30Q: 3 clusters Score -2501099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2501111.250000 Penalty: 5010.333008
	Iteration 31Q: 3 clusters Score -2501111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2501120.250000 Penalty: 5010.333008
	Iteration 32Q: 3 clusters Score -2501120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2501131.750000 Penalty: 5010.333008
	Iteration 33Q: 3 clusters Score -2501132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2501145.000000 Penalty: 5010.333008
	Iteration 34Q: 3 clusters Score -2501145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2501149.250000 Penalty: 5010.333008
	Iteration 35Q: 3 clusters Score -2501149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2501150.250000 Penalty: 5010.333008
	Iteration 36Q: 3 clusters Score -2501150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2501149.250000 Penalty: 5010.333008
	Iteration 37Q: 3 clusters Score -2501149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2501149.250000 Penalty: 5010.333008
	Iteration 38Q: 3 clusters Score -2501149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2501149.250000 Penalty: 5010.333008
	Iteration 39F: 3 clusters Score -2501149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65742 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 14753 members 
Mstep: Class 10 contains 23822 members 
Mstep: Class 11 contains 66425 members 
Mstep: Class 12 contains 43216 members 
Mstep: Class 13 contains 206135 members 
Mstep: Class 14 contains 20000 members 
Mstep: Class 15 contains 10908 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80234 members 
Mstep: Class 18 contains 230665 members 
Mstep: Class 19 contains 22374 members 
Mstep: Class 20 contains 183859 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 16395 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279633 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158096.000000 Penalty: 127643.281250
Iteration 399Q: 37 clusters Score -1.571581e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65743 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41885 members 
Mstep: Class 9 contains 14753 members 
Mstep: Class 10 contains 23821 members 
Mstep: Class 11 contains 66425 members 
Mstep: Class 12 contains 43216 members 
Mstep: Class 13 contains 206144 members 
Mstep: Class 14 contains 20004 members 
Mstep: Class 15 contains 10908 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80233 members 
Mstep: Class 18 contains 230662 members 
Mstep: Class 19 contains 22374 members 
Mstep: Class 20 contains 183860 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 16393 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279625 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158128.000000 Penalty: 127643.281250
Iteration 400F: 37 clusters Score -1.571581e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65743 members 
Mstep: Class 6 contains 7936 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41887 members 
Mstep: Class 9 contains 14753 members 
Mstep: Class 10 contains 23819 members 
Mstep: Class 11 contains 66426 members 
Mstep: Class 12 contains 43216 members 
Mstep: Class 13 contains 206153 members 
Mstep: Class 14 contains 20010 members 
Mstep: Class 15 contains 10908 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80234 members 
Mstep: Class 18 contains 230656 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 183861 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16390 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98771 members 
Mstep: Class 31 contains 279618 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158208.000000 Penalty: 127643.281250
Iteration 401Q: 37 clusters Score -1.571582e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65743 members 
Mstep: Class 6 contains 7936 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14753 members 
Mstep: Class 10 contains 23817 members 
Mstep: Class 11 contains 66427 members 
Mstep: Class 12 contains 43216 members 
Mstep: Class 13 contains 206159 members 
Mstep: Class 14 contains 20015 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80235 members 
Mstep: Class 18 contains 230654 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183861 members 
Mstep: Class 21 contains 19565 members 
Mstep: Class 22 contains 16391 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16327 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98770 members 
Mstep: Class 31 contains 279610 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158176.000000 Penalty: 127643.281250
Iteration 402Q: 37 clusters Score -1.571582e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65743 members 
Mstep: Class 6 contains 7936 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23816 members 
Mstep: Class 11 contains 66426 members 
Mstep: Class 12 contains 43216 members 
Mstep: Class 13 contains 206164 members 
Mstep: Class 14 contains 20016 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80239 members 
Mstep: Class 18 contains 230654 members 
Mstep: Class 19 contains 22371 members 
Mstep: Class 20 contains 183863 members 
Mstep: Class 21 contains 19564 members 
Mstep: Class 22 contains 16391 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98767 members 
Mstep: Class 31 contains 279604 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158176.000000 Penalty: 127643.281250
Iteration 403Q: 37 clusters Score -1.571582e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65743 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23815 members 
Mstep: Class 11 contains 66426 members 
Mstep: Class 12 contains 43217 members 
Mstep: Class 13 contains 206164 members 
Mstep: Class 14 contains 20017 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80241 members 
Mstep: Class 18 contains 230655 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 183867 members 
Mstep: Class 21 contains 19565 members 
Mstep: Class 22 contains 16390 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98763 members 
Mstep: Class 31 contains 279601 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158128.000000 Penalty: 127643.281250
Iteration 404Q: 37 clusters Score -1.571581e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65743 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66426 members 
Mstep: Class 12 contains 43219 members 
Mstep: Class 13 contains 206166 members 
Mstep: Class 14 contains 20018 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80241 members 
Mstep: Class 18 contains 230655 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 183871 members 
Mstep: Class 21 contains 19565 members 
Mstep: Class 22 contains 16388 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98763 members 
Mstep: Class 31 contains 279596 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158192.000000 Penalty: 127643.281250
Iteration 405Q: 37 clusters Score -1.571582e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65743 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66426 members 
Mstep: Class 12 contains 43221 members 
Mstep: Class 13 contains 206169 members 
Mstep: Class 14 contains 20019 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80241 members 
Mstep: Class 18 contains 230655 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 183873 members 
Mstep: Class 21 contains 19565 members 
Mstep: Class 22 contains 16386 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98763 members 
Mstep: Class 31 contains 279590 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158224.000000 Penalty: 127643.281250
Iteration 406Q: 37 clusters Score -1.571582e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65742 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66426 members 
Mstep: Class 12 contains 43222 members 
Mstep: Class 13 contains 206174 members 
Mstep: Class 14 contains 20019 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80242 members 
Mstep: Class 18 contains 230654 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 183875 members 
Mstep: Class 21 contains 19565 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98763 members 
Mstep: Class 31 contains 279584 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158176.000000 Penalty: 127643.281250
Iteration 407Q: 37 clusters Score -1.571582e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65740 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66426 members 
Mstep: Class 12 contains 43224 members 
Mstep: Class 13 contains 206181 members 
Mstep: Class 14 contains 20020 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80240 members 
Mstep: Class 18 contains 230652 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 183877 members 
Mstep: Class 21 contains 19565 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98763 members 
Mstep: Class 31 contains 279578 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158208.000000 Penalty: 127643.281250
Iteration 408Q: 37 clusters Score -1.571582e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65739 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66426 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 206185 members 
Mstep: Class 14 contains 20020 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80241 members 
Mstep: Class 18 contains 230650 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 183879 members 
Mstep: Class 21 contains 19565 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37121 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98762 members 
Mstep: Class 31 contains 279574 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158256.000000 Penalty: 127643.281250
Iteration 409Q: 37 clusters Score -1.571583e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65738 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66425 members 
Mstep: Class 12 contains 43226 members 
Mstep: Class 13 contains 206189 members 
Mstep: Class 14 contains 20020 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80242 members 
Mstep: Class 18 contains 230646 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 183883 members 
Mstep: Class 21 contains 19565 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98762 members 
Mstep: Class 31 contains 279568 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158240.000000 Penalty: 127643.281250
Iteration 410Q: 37 clusters Score -1.571582e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65737 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66426 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 206191 members 
Mstep: Class 14 contains 20020 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80244 members 
Mstep: Class 18 contains 230639 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 183886 members 
Mstep: Class 21 contains 19565 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98762 members 
Mstep: Class 31 contains 279567 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158224.000000 Penalty: 127643.281250
Iteration 411Q: 37 clusters Score -1.571582e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65736 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66425 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 206196 members 
Mstep: Class 14 contains 20020 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80247 members 
Mstep: Class 18 contains 230634 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 183887 members 
Mstep: Class 21 contains 19565 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37124 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98761 members 
Mstep: Class 31 contains 279565 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158288.000000 Penalty: 127643.281250
Iteration 412Q: 37 clusters Score -1.571583e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65736 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66424 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 206204 members 
Mstep: Class 14 contains 20020 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80249 members 
Mstep: Class 18 contains 230629 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 183887 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37124 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98761 members 
Mstep: Class 31 contains 279561 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158320.000000 Penalty: 127643.281250
Iteration 413Q: 37 clusters Score -1.571583e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65736 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66423 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 206210 members 
Mstep: Class 14 contains 20020 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80251 members 
Mstep: Class 18 contains 230622 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 183889 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37124 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98761 members 
Mstep: Class 31 contains 279559 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158336.000000 Penalty: 127643.281250
Iteration 414Q: 37 clusters Score -1.571583e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65735 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66421 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 206224 members 
Mstep: Class 14 contains 20020 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80254 members 
Mstep: Class 18 contains 230619 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 183890 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16384 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12440 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98760 members 
Mstep: Class 31 contains 279555 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158304.000000 Penalty: 127643.281250
Iteration 415Q: 37 clusters Score -1.571583e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65734 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66420 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 206233 members 
Mstep: Class 14 contains 20020 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80255 members 
Mstep: Class 18 contains 230616 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183892 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98759 members 
Mstep: Class 31 contains 279554 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158272.000000 Penalty: 127643.281250
Iteration 416Q: 37 clusters Score -1.571583e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65733 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66416 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 206243 members 
Mstep: Class 14 contains 20020 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80256 members 
Mstep: Class 18 contains 230613 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183894 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98759 members 
Mstep: Class 31 contains 279551 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158240.000000 Penalty: 127643.281250
Iteration 417Q: 37 clusters Score -1.571582e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65733 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66413 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 206249 members 
Mstep: Class 14 contains 20020 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80257 members 
Mstep: Class 18 contains 230611 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183895 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98760 members 
Mstep: Class 31 contains 279547 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158208.000000 Penalty: 127643.281250
Iteration 418Q: 37 clusters Score -1.571582e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65732 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 206255 members 
Mstep: Class 14 contains 20020 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80258 members 
Mstep: Class 18 contains 230609 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183895 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37122 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98760 members 
Mstep: Class 31 contains 279546 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158144.000000 Penalty: 127643.281250
Iteration 419Q: 37 clusters Score -1.571581e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65731 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 206256 members 
Mstep: Class 14 contains 20020 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80258 members 
Mstep: Class 18 contains 230610 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183895 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98760 members 
Mstep: Class 31 contains 279542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158112.000000 Penalty: 127643.281250
Iteration 420F: 37 clusters Score -1.571581e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65731 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43226 members 
Mstep: Class 13 contains 206261 members 
Mstep: Class 14 contains 20021 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80257 members 
Mstep: Class 18 contains 230610 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183893 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37124 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98760 members 
Mstep: Class 31 contains 279539 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158128.000000 Penalty: 127643.281250
Iteration 421Q: 37 clusters Score -1.571581e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65731 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43226 members 
Mstep: Class 13 contains 206263 members 
Mstep: Class 14 contains 20025 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80257 members 
Mstep: Class 18 contains 230610 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183891 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37125 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98760 members 
Mstep: Class 31 contains 279535 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158064.000000 Penalty: 127643.281250
Iteration 422Q: 37 clusters Score -1.571581e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65731 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43226 members 
Mstep: Class 13 contains 206264 members 
Mstep: Class 14 contains 20028 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80257 members 
Mstep: Class 18 contains 230610 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183890 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37125 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98760 members 
Mstep: Class 31 contains 279531 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158048.000000 Penalty: 127643.281250
Iteration 423Q: 37 clusters Score -1.57158e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65731 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 206267 members 
Mstep: Class 14 contains 20030 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80257 members 
Mstep: Class 18 contains 230610 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183889 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37125 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98760 members 
Mstep: Class 31 contains 279526 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158080.000000 Penalty: 127643.281250
Iteration 424Q: 37 clusters Score -1.571581e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65731 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 206270 members 
Mstep: Class 14 contains 20031 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80257 members 
Mstep: Class 18 contains 230610 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183889 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37124 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98760 members 
Mstep: Class 31 contains 279523 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158048.000000 Penalty: 127643.281250
Iteration 425Q: 37 clusters Score -1.57158e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65731 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 206275 members 
Mstep: Class 14 contains 20033 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80256 members 
Mstep: Class 18 contains 230609 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183888 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98760 members 
Mstep: Class 31 contains 279521 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158032.000000 Penalty: 127643.281250
Iteration 426Q: 37 clusters Score -1.57158e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65730 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 206277 members 
Mstep: Class 14 contains 20034 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80257 members 
Mstep: Class 18 contains 230609 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183886 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37124 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98760 members 
Mstep: Class 31 contains 279519 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158032.000000 Penalty: 127643.281250
Iteration 427Q: 37 clusters Score -1.57158e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65730 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 206279 members 
Mstep: Class 14 contains 20036 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80257 members 
Mstep: Class 18 contains 230607 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183886 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98760 members 
Mstep: Class 31 contains 279517 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158000.000000 Penalty: 127643.281250
Iteration 428Q: 37 clusters Score -1.57158e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65730 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 206280 members 
Mstep: Class 14 contains 20035 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80257 members 
Mstep: Class 18 contains 230606 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183888 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98760 members 
Mstep: Class 31 contains 279516 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157968.000000 Penalty: 127643.281250
Iteration 429Q: 37 clusters Score -1.57158e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65730 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 206281 members 
Mstep: Class 14 contains 20035 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80257 members 
Mstep: Class 18 contains 230605 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183889 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98760 members 
Mstep: Class 31 contains 279515 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157984.000000 Penalty: 127643.281250
Iteration 430Q: 37 clusters Score -1.57158e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65730 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 206280 members 
Mstep: Class 14 contains 20035 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80257 members 
Mstep: Class 18 contains 230603 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183892 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98760 members 
Mstep: Class 31 contains 279515 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158000.000000 Penalty: 127643.281250
Iteration 431Q: 37 clusters Score -1.57158e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65730 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43227 members 
Mstep: Class 13 contains 206281 members 
Mstep: Class 14 contains 20035 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80257 members 
Mstep: Class 18 contains 230602 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183893 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98759 members 
Mstep: Class 31 contains 279515 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158000.000000 Penalty: 127643.281250
Iteration 432Q: 37 clusters Score -1.57158e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65730 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43226 members 
Mstep: Class 13 contains 206284 members 
Mstep: Class 14 contains 20035 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80258 members 
Mstep: Class 18 contains 230600 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183893 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98759 members 
Mstep: Class 31 contains 279514 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158000.000000 Penalty: 127643.281250
Iteration 433Q: 37 clusters Score -1.57158e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65730 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43226 members 
Mstep: Class 13 contains 206285 members 
Mstep: Class 14 contains 20035 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80258 members 
Mstep: Class 18 contains 230599 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183893 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98759 members 
Mstep: Class 31 contains 279514 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157984.000000 Penalty: 127643.281250
Iteration 434Q: 37 clusters Score -1.57158e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65730 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43226 members 
Mstep: Class 13 contains 206286 members 
Mstep: Class 14 contains 20035 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80258 members 
Mstep: Class 18 contains 230599 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183892 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98759 members 
Mstep: Class 31 contains 279514 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158000.000000 Penalty: 127643.281250
Iteration 435Q: 37 clusters Score -1.57158e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65730 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43226 members 
Mstep: Class 13 contains 206287 members 
Mstep: Class 14 contains 20035 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80258 members 
Mstep: Class 18 contains 230599 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183892 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98759 members 
Mstep: Class 31 contains 279513 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157984.000000 Penalty: 127643.281250
Iteration 436Q: 37 clusters Score -1.57158e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 65730 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 43226 members 
Mstep: Class 13 contains 206287 members 
Mstep: Class 14 contains 20035 members 
Mstep: Class 15 contains 10907 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80258 members 
Mstep: Class 18 contains 230599 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 183892 members 
Mstep: Class 21 contains 19567 members 
Mstep: Class 22 contains 16385 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 9250 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 98759 members 
Mstep: Class 31 contains 279513 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 24367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157984.000000 Penalty: 127643.281250
Iteration 437F: 37 clusters Score -1.57158e+08 nChanged 0
Entering ConstructFrom: 
Score: -157157984.000000 Penalty: 127643.281250
Entering ConstructFrom: 
Trying to split cluster 1 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -417700.000000 Penalty: 2079.544678
	Iteration 0F: 2 clusters Score -417700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -413595.250000 Penalty: 4159.089355
	Iteration 0F: 3 clusters Score -413595.2 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -414540.562500 Penalty: 4159.089355
	Iteration 1F: 3 clusters Score -414540.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -414727.156250 Penalty: 4159.089355
	Iteration 2F: 3 clusters Score -414727.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -414863.812500 Penalty: 4159.089355
	Iteration 3F: 3 clusters Score -414863.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -414980.500000 Penalty: 4159.089355
	Iteration 4Q: 3 clusters Score -414980.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -415121.718750 Penalty: 4159.089355
	Iteration 5Q: 3 clusters Score -415121.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -415252.187500 Penalty: 4159.089355
	Iteration 6Q: 3 clusters Score -415252.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -415380.593750 Penalty: 4159.089355
	Iteration 7Q: 3 clusters Score -415380.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -415528.218750 Penalty: 4159.089355
	Iteration 8Q: 3 clusters Score -415528.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -415720.875000 Penalty: 4159.089355
	Iteration 9Q: 3 clusters Score -415720.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -415964.906250 Penalty: 4159.089355
	Iteration 10Q: 3 clusters Score -415964.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -416194.843750 Penalty: 4159.089355
	Iteration 11F: 3 clusters Score -416194.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -416384.656250 Penalty: 4159.089355
	Iteration 12Q: 3 clusters Score -416384.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -416514.625000 Penalty: 4159.089355
	Iteration 13Q: 3 clusters Score -416514.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -416623.156250 Penalty: 4159.089355
	Iteration 14Q: 3 clusters Score -416623.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -416681.718750 Penalty: 4159.089355
	Iteration 15Q: 3 clusters Score -416681.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -416709.687500 Penalty: 4159.089355
	Iteration 16Q: 3 clusters Score -416709.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -416719.062500 Penalty: 4159.089355
	Iteration 17Q: 3 clusters Score -416719.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -416724.187500 Penalty: 4159.089355
	Iteration 18Q: 3 clusters Score -416724.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -416727.187500 Penalty: 4159.089355
	Iteration 19Q: 3 clusters Score -416727.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -416729.937500 Penalty: 4159.089355
	Iteration 20F: 3 clusters Score -416729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -416729.906250 Penalty: 4159.089355
	Iteration 21Q: 3 clusters Score -416729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -416730.281250 Penalty: 4159.089355
	Iteration 22Q: 3 clusters Score -416730.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -416730.281250 Penalty: 4159.089355
	Iteration 23F: 3 clusters Score -416730.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Entering Unmasked Estep 
Score: -403368.406250 Penalty: 2103.376953
	Iteration 0F: 2 clusters Score -403368.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -399062.000000 Penalty: 4206.753906
	Iteration 0F: 3 clusters Score -399062 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -400389.343750 Penalty: 4206.753906
	Iteration 1F: 3 clusters Score -400389.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -400812.000000 Penalty: 4206.753906
	Iteration 2F: 3 clusters Score -400812 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -401170.906250 Penalty: 4206.753906
	Iteration 3F: 3 clusters Score -401170.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -401502.093750 Penalty: 4206.753906
	Iteration 4F: 3 clusters Score -401502.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -401757.343750 Penalty: 4206.753906
	Iteration 5F: 3 clusters Score -401757.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -401972.843750 Penalty: 4206.753906
	Iteration 6Q: 3 clusters Score -401972.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -402133.968750 Penalty: 4206.753906
	Iteration 7Q: 3 clusters Score -402134 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -402256.437500 Penalty: 4206.753906
	Iteration 8Q: 3 clusters Score -402256.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -402338.937500 Penalty: 4206.753906
	Iteration 9Q: 3 clusters Score -402338.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -402377.906250 Penalty: 4206.753906
	Iteration 10Q: 3 clusters Score -402377.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -402405.031250 Penalty: 4206.753906
	Iteration 11Q: 3 clusters Score -402405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -402422.718750 Penalty: 4206.753906
	Iteration 12Q: 3 clusters Score -402422.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -402433.687500 Penalty: 4206.753906
	Iteration 13Q: 3 clusters Score -402433.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -402443.093750 Penalty: 4206.753906
	Iteration 14Q: 3 clusters Score -402443.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -402450.343750 Penalty: 4206.753906
	Iteration 15Q: 3 clusters Score -402450.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -402454.562500 Penalty: 4206.753906
	Iteration 16Q: 3 clusters Score -402454.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -402458.312500 Penalty: 4206.753906
	Iteration 17Q: 3 clusters Score -402458.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -402461.750000 Penalty: 4206.753906
	Iteration 18Q: 3 clusters Score -402461.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -402466.156250 Penalty: 4206.753906
	Iteration 19Q: 3 clusters Score -402466.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -402470.468750 Penalty: 4206.753906
	Iteration 20F: 3 clusters Score -402470.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -402476.218750 Penalty: 4206.753906
	Iteration 21Q: 3 clusters Score -402476.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -402479.343750 Penalty: 4206.753906
	Iteration 22Q: 3 clusters Score -402479.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -402480.906250 Penalty: 4206.753906
	Iteration 23Q: 3 clusters Score -402480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -402480.843750 Penalty: 4206.753906
	Iteration 24Q: 3 clusters Score -402480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -402480.843750 Penalty: 4206.753906
	Iteration 25F: 3 clusters Score -402480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -126136.429688 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -126136.4 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 683 members 
Entering Unmasked Estep 
Score: -124004.320312 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -124004.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -124346.742188 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -124346.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -124460.179688 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -124460.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -124535.703125 Penalty: 3579.123535
	Iteration 3Q: 3 clusters Score -124535.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -124581.914062 Penalty: 3579.123535
	Iteration 4Q: 3 clusters Score -124581.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -124612.625000 Penalty: 3579.123535
	Iteration 5Q: 3 clusters Score -124612.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -124642.226562 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -124642.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -124655.265625 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -124655.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -124665.789062 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -124665.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -124673.125000 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -124673.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -124681.179688 Penalty: 3579.123535
	Iteration 10Q: 3 clusters Score -124681.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -124687.898438 Penalty: 3579.123535
	Iteration 11Q: 3 clusters Score -124687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -124691.609375 Penalty: 3579.123535
	Iteration 12Q: 3 clusters Score -124691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -124692.835938 Penalty: 3579.123535
	Iteration 13Q: 3 clusters Score -124692.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -124692.835938 Penalty: 3579.123535
	Iteration 14F: 3 clusters Score -124692.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Entering Unmasked Estep 
Score: -848963.437500 Penalty: 2243.567871
	Iteration 0F: 2 clusters Score -848963.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -842286.312500 Penalty: 4487.135742
	Iteration 0F: 3 clusters Score -842286.3 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -844199.562500 Penalty: 4487.135742
	Iteration 1F: 3 clusters Score -844199.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -844505.125000 Penalty: 4487.135742
	Iteration 2F: 3 clusters Score -844505.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -844769.687500 Penalty: 4487.135742
	Iteration 3F: 3 clusters Score -844769.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -845030.812500 Penalty: 4487.135742
	Iteration 4Q: 3 clusters Score -845030.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -845343.312500 Penalty: 4487.135742
	Iteration 5Q: 3 clusters Score -845343.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -845675.187500 Penalty: 4487.135742
	Iteration 6Q: 3 clusters Score -845675.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -845982.062500 Penalty: 4487.135742
	Iteration 7Q: 3 clusters Score -845982.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -846209.812500 Penalty: 4487.135742
	Iteration 8Q: 3 clusters Score -846209.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -846384.875000 Penalty: 4487.135742
	Iteration 9Q: 3 clusters Score -846384.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -846561.187500 Penalty: 4487.135742
	Iteration 10Q: 3 clusters Score -846561.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -846692.000000 Penalty: 4487.135742
	Iteration 11Q: 3 clusters Score -846692 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -846842.375000 Penalty: 4487.135742
	Iteration 12Q: 3 clusters Score -846842.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -847008.937500 Penalty: 4487.135742
	Iteration 13Q: 3 clusters Score -847008.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -847189.812500 Penalty: 4487.135742
	Iteration 14Q: 3 clusters Score -847189.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -847356.437500 Penalty: 4487.135742
	Iteration 15Q: 3 clusters Score -847356.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -847499.000000 Penalty: 4487.135742
	Iteration 16Q: 3 clusters Score -847499 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -847605.187500 Penalty: 4487.135742
	Iteration 17Q: 3 clusters Score -847605.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -847667.937500 Penalty: 4487.135742
	Iteration 18Q: 3 clusters Score -847667.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -847700.375000 Penalty: 4487.135742
	Iteration 19Q: 3 clusters Score -847700.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -847716.437500 Penalty: 4487.135742
	Iteration 20F: 3 clusters Score -847716.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -847728.687500 Penalty: 4487.135742
	Iteration 21Q: 3 clusters Score -847728.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -847733.937500 Penalty: 4487.135742
	Iteration 22Q: 3 clusters Score -847733.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -847735.250000 Penalty: 4487.135742
	Iteration 23Q: 3 clusters Score -847735.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -847735.812500 Penalty: 4487.135742
	Iteration 24Q: 3 clusters Score -847735.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -847738.500000 Penalty: 4487.135742
	Iteration 25Q: 3 clusters Score -847738.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -847740.312500 Penalty: 4487.135742
	Iteration 26Q: 3 clusters Score -847740.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -847740.437500 Penalty: 4487.135742
	Iteration 27Q: 3 clusters Score -847740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -847741.625000 Penalty: 4487.135742
	Iteration 28Q: 3 clusters Score -847741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -847742.500000 Penalty: 4487.135742
	Iteration 29Q: 3 clusters Score -847742.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -847743.062500 Penalty: 4487.135742
	Iteration 30Q: 3 clusters Score -847743.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -847743.062500 Penalty: 4487.135742
	Iteration 31F: 3 clusters Score -847743.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Entering Unmasked Estep 
Score: -6683147.000000 Penalty: 2751.140869
	Iteration 0F: 2 clusters Score -6683147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -6639242.500000 Penalty: 5502.281738
	Iteration 0F: 3 clusters Score -6639242 nChanged 30648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -6656375.500000 Penalty: 5502.281738
	Iteration 1F: 3 clusters Score -6656376 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -6657076.000000 Penalty: 5502.281738
	Iteration 2Q: 3 clusters Score -6657076 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -6657830.500000 Penalty: 5502.281738
	Iteration 3Q: 3 clusters Score -6657830 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -6658813.500000 Penalty: 5502.281738
	Iteration 4Q: 3 clusters Score -6658814 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -6660119.500000 Penalty: 5502.281738
	Iteration 5Q: 3 clusters Score -6660120 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -6662167.500000 Penalty: 5502.281738
	Iteration 6F: 3 clusters Score -6662168 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -6664863.000000 Penalty: 5502.281738
	Iteration 7F: 3 clusters Score -6664863 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -6668447.500000 Penalty: 5502.281738
	Iteration 8F: 3 clusters Score -6668448 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -6672235.500000 Penalty: 5502.281738
	Iteration 9F: 3 clusters Score -6672236 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -6675525.500000 Penalty: 5502.281738
	Iteration 10F: 3 clusters Score -6675526 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -6677836.000000 Penalty: 5502.281738
	Iteration 11Q: 3 clusters Score -6677836 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -6679190.500000 Penalty: 5502.281738
	Iteration 12Q: 3 clusters Score -6679190 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 63979 members 
Entering Unmasked Estep 
Score: -6679928.000000 Penalty: 5502.281738
	Iteration 13Q: 3 clusters Score -6679928 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -6680315.500000 Penalty: 5502.281738
	Iteration 14Q: 3 clusters Score -6680316 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -6680484.000000 Penalty: 5502.281738
	Iteration 15Q: 3 clusters Score -6680484 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 64864 members 
Entering Unmasked Estep 
Score: -6680601.000000 Penalty: 5502.281738
	Iteration 16Q: 3 clusters Score -6680601 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -6680638.000000 Penalty: 5502.281738
	Iteration 17Q: 3 clusters Score -6680638 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -6680689.500000 Penalty: 5502.281738
	Iteration 18Q: 3 clusters Score -6680690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -6680732.000000 Penalty: 5502.281738
	Iteration 19Q: 3 clusters Score -6680732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 65086 members 
Entering Unmasked Estep 
Score: -6680755.000000 Penalty: 5502.281738
	Iteration 20F: 3 clusters Score -6680755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 65106 members 
Entering Unmasked Estep 
Score: -6680770.500000 Penalty: 5502.281738
	Iteration 21Q: 3 clusters Score -6680770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -6680775.000000 Penalty: 5502.281738
	Iteration 22Q: 3 clusters Score -6680775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -6680784.000000 Penalty: 5502.281738
	Iteration 23Q: 3 clusters Score -6680784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -6680797.000000 Penalty: 5502.281738
	Iteration 24Q: 3 clusters Score -6680797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -6680802.000000 Penalty: 5502.281738
	Iteration 25Q: 3 clusters Score -6680802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -6680806.500000 Penalty: 5502.281738
	Iteration 26Q: 3 clusters Score -6680806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 65172 members 
Entering Unmasked Estep 
Score: -6680802.500000 Penalty: 5502.281738
	Iteration 27Q: 3 clusters Score -6680802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -6680815.500000 Penalty: 5502.281738
	Iteration 28Q: 3 clusters Score -6680816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -6680815.500000 Penalty: 5502.281738
	Iteration 29F: 3 clusters Score -6680816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Entering Unmasked Estep 
Score: -690595.437500 Penalty: 2226.801514
	Iteration 0F: 2 clusters Score -690595.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -684327.000000 Penalty: 4453.603027
	Iteration 0F: 3 clusters Score -684327 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -686406.000000 Penalty: 4453.603027
	Iteration 1F: 3 clusters Score -686406 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -687099.500000 Penalty: 4453.603027
	Iteration 2F: 3 clusters Score -687099.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -687662.500000 Penalty: 4453.603027
	Iteration 3F: 3 clusters Score -687662.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -688093.750000 Penalty: 4453.603027
	Iteration 4F: 3 clusters Score -688093.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -688393.625000 Penalty: 4453.603027
	Iteration 5F: 3 clusters Score -688393.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -688590.687500 Penalty: 4453.603027
	Iteration 6Q: 3 clusters Score -688590.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -688700.875000 Penalty: 4453.603027
	Iteration 7Q: 3 clusters Score -688700.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -688764.937500 Penalty: 4453.603027
	Iteration 8Q: 3 clusters Score -688764.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -688811.062500 Penalty: 4453.603027
	Iteration 9Q: 3 clusters Score -688811.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -688844.875000 Penalty: 4453.603027
	Iteration 10Q: 3 clusters Score -688844.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -688876.312500 Penalty: 4453.603027
	Iteration 11Q: 3 clusters Score -688876.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -688901.125000 Penalty: 4453.603027
	Iteration 12Q: 3 clusters Score -688901.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -688923.875000 Penalty: 4453.603027
	Iteration 13Q: 3 clusters Score -688923.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -688941.562500 Penalty: 4453.603027
	Iteration 14Q: 3 clusters Score -688941.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -688956.375000 Penalty: 4453.603027
	Iteration 15Q: 3 clusters Score -688956.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -688970.937500 Penalty: 4453.603027
	Iteration 16Q: 3 clusters Score -688970.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -688983.375000 Penalty: 4453.603027
	Iteration 17Q: 3 clusters Score -688983.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -689000.125000 Penalty: 4453.603027
	Iteration 18Q: 3 clusters Score -689000.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -689015.750000 Penalty: 4453.603027
	Iteration 19Q: 3 clusters Score -689015.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -689030.062500 Penalty: 4453.603027
	Iteration 20F: 3 clusters Score -689030.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -689040.812500 Penalty: 4453.603027
	Iteration 21Q: 3 clusters Score -689040.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -689048.875000 Penalty: 4453.603027
	Iteration 22Q: 3 clusters Score -689048.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -689058.687500 Penalty: 4453.603027
	Iteration 23Q: 3 clusters Score -689058.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -689066.250000 Penalty: 4453.603027
	Iteration 24Q: 3 clusters Score -689066.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -689079.687500 Penalty: 4453.603027
	Iteration 25Q: 3 clusters Score -689079.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -689094.750000 Penalty: 4453.603027
	Iteration 26Q: 3 clusters Score -689094.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -689107.937500 Penalty: 4453.603027
	Iteration 27Q: 3 clusters Score -689107.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -689117.937500 Penalty: 4453.603027
	Iteration 28Q: 3 clusters Score -689117.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -689134.562500 Penalty: 4453.603027
	Iteration 29Q: 3 clusters Score -689134.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -689155.687500 Penalty: 4453.603027
	Iteration 30Q: 3 clusters Score -689155.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -689183.812500 Penalty: 4453.603027
	Iteration 31Q: 3 clusters Score -689183.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -689210.250000 Penalty: 4453.603027
	Iteration 32Q: 3 clusters Score -689210.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -689235.250000 Penalty: 4453.603027
	Iteration 33Q: 3 clusters Score -689235.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -689252.625000 Penalty: 4453.603027
	Iteration 34Q: 3 clusters Score -689252.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -689275.000000 Penalty: 4453.603027
	Iteration 35Q: 3 clusters Score -689275 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -689291.562500 Penalty: 4453.603027
	Iteration 36Q: 3 clusters Score -689291.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -689305.312500 Penalty: 4453.603027
	Iteration 37Q: 3 clusters Score -689305.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -689326.125000 Penalty: 4453.603027
	Iteration 38Q: 3 clusters Score -689326.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -689339.500000 Penalty: 4453.603027
	Iteration 39Q: 3 clusters Score -689339.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -689357.062500 Penalty: 4453.603027
	Iteration 40F: 3 clusters Score -689357.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -689368.250000 Penalty: 4453.603027
	Iteration 41Q: 3 clusters Score -689368.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -689381.062500 Penalty: 4453.603027
	Iteration 42Q: 3 clusters Score -689381.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -689387.875000 Penalty: 4453.603027
	Iteration 43Q: 3 clusters Score -689387.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -689395.000000 Penalty: 4453.603027
	Iteration 44Q: 3 clusters Score -689395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -689404.562500 Penalty: 4453.603027
	Iteration 45Q: 3 clusters Score -689404.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -689418.625000 Penalty: 4453.603027
	Iteration 46Q: 3 clusters Score -689418.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -689436.375000 Penalty: 4453.603027
	Iteration 47Q: 3 clusters Score -689436.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -689454.750000 Penalty: 4453.603027
	Iteration 48Q: 3 clusters Score -689454.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -689473.937500 Penalty: 4453.603027
	Iteration 49Q: 3 clusters Score -689473.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -689496.312500 Penalty: 4453.603027
	Iteration 50Q: 3 clusters Score -689496.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -689522.812500 Penalty: 4453.603027
	Iteration 51Q: 3 clusters Score -689522.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -689544.500000 Penalty: 4453.603027
	Iteration 52Q: 3 clusters Score -689544.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -689563.000000 Penalty: 4453.603027
	Iteration 53Q: 3 clusters Score -689563 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -689584.437500 Penalty: 4453.603027
	Iteration 54Q: 3 clusters Score -689584.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -689603.500000 Penalty: 4453.603027
	Iteration 55Q: 3 clusters Score -689603.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -689617.125000 Penalty: 4453.603027
	Iteration 56Q: 3 clusters Score -689617.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -689631.125000 Penalty: 4453.603027
	Iteration 57Q: 3 clusters Score -689631.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -689647.187500 Penalty: 4453.603027
	Iteration 58Q: 3 clusters Score -689647.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -689661.812500 Penalty: 4453.603027
	Iteration 59Q: 3 clusters Score -689661.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -689676.937500 Penalty: 4453.603027
	Iteration 60F: 3 clusters Score -689676.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -689692.250000 Penalty: 4453.603027
	Iteration 61Q: 3 clusters Score -689692.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -689699.187500 Penalty: 4453.603027
	Iteration 62Q: 3 clusters Score -689699.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -689707.875000 Penalty: 4453.603027
	Iteration 63Q: 3 clusters Score -689707.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -689716.500000 Penalty: 4453.603027
	Iteration 64Q: 3 clusters Score -689716.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -689727.250000 Penalty: 4453.603027
	Iteration 65Q: 3 clusters Score -689727.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -689741.250000 Penalty: 4453.603027
	Iteration 66Q: 3 clusters Score -689741.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -689752.625000 Penalty: 4453.603027
	Iteration 67Q: 3 clusters Score -689752.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -689764.562500 Penalty: 4453.603027
	Iteration 68Q: 3 clusters Score -689764.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -689776.562500 Penalty: 4453.603027
	Iteration 69Q: 3 clusters Score -689776.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -689784.187500 Penalty: 4453.603027
	Iteration 70Q: 3 clusters Score -689784.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -689792.750000 Penalty: 4453.603027
	Iteration 71Q: 3 clusters Score -689792.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -689801.312500 Penalty: 4453.603027
	Iteration 72Q: 3 clusters Score -689801.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -689810.062500 Penalty: 4453.603027
	Iteration 73Q: 3 clusters Score -689810.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -689816.875000 Penalty: 4453.603027
	Iteration 74Q: 3 clusters Score -689816.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -689821.500000 Penalty: 4453.603027
	Iteration 75Q: 3 clusters Score -689821.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -689825.937500 Penalty: 4453.603027
	Iteration 76Q: 3 clusters Score -689825.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -689830.937500 Penalty: 4453.603027
	Iteration 77Q: 3 clusters Score -689830.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -689838.000000 Penalty: 4453.603027
	Iteration 78Q: 3 clusters Score -689838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -689844.187500 Penalty: 4453.603027
	Iteration 79Q: 3 clusters Score -689844.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -689849.187500 Penalty: 4453.603027
	Iteration 80F: 3 clusters Score -689849.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -689859.000000 Penalty: 4453.603027
	Iteration 81Q: 3 clusters Score -689859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -689868.875000 Penalty: 4453.603027
	Iteration 82Q: 3 clusters Score -689868.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -689877.375000 Penalty: 4453.603027
	Iteration 83Q: 3 clusters Score -689877.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -689882.937500 Penalty: 4453.603027
	Iteration 84Q: 3 clusters Score -689882.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -689892.687500 Penalty: 4453.603027
	Iteration 85Q: 3 clusters Score -689892.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -689896.437500 Penalty: 4453.603027
	Iteration 86Q: 3 clusters Score -689896.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -689900.937500 Penalty: 4453.603027
	Iteration 87Q: 3 clusters Score -689900.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -689901.625000 Penalty: 4453.603027
	Iteration 88Q: 3 clusters Score -689901.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -689903.812500 Penalty: 4453.603027
	Iteration 89Q: 3 clusters Score -689903.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -689905.875000 Penalty: 4453.603027
	Iteration 90Q: 3 clusters Score -689905.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -689908.250000 Penalty: 4453.603027
	Iteration 91Q: 3 clusters Score -689908.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -689909.000000 Penalty: 4453.603027
	Iteration 92Q: 3 clusters Score -689909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -689912.875000 Penalty: 4453.603027
	Iteration 93Q: 3 clusters Score -689912.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -689916.312500 Penalty: 4453.603027
	Iteration 94Q: 3 clusters Score -689916.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -689917.875000 Penalty: 4453.603027
	Iteration 95Q: 3 clusters Score -689917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -689918.500000 Penalty: 4453.603027
	Iteration 96Q: 3 clusters Score -689918.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -689917.937500 Penalty: 4453.603027
	Iteration 97Q: 3 clusters Score -689917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -689917.187500 Penalty: 4453.603027
	Iteration 98Q: 3 clusters Score -689917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -689918.562500 Penalty: 4453.603027
	Iteration 99Q: 3 clusters Score -689918.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -689919.875000 Penalty: 4453.603027
	Iteration 100F: 3 clusters Score -689919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -689920.312500 Penalty: 4453.603027
	Iteration 101Q: 3 clusters Score -689920.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -689919.250000 Penalty: 4453.603027
	Iteration 102Q: 3 clusters Score -689919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -689919.437500 Penalty: 4453.603027
	Iteration 103Q: 3 clusters Score -689919.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -689919.437500 Penalty: 4453.603027
	Iteration 104F: 3 clusters Score -689919.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Entering Unmasked Estep 
Score: -1624506.625000 Penalty: 2410.660645
	Iteration 0F: 2 clusters Score -1624507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1612544.750000 Penalty: 4821.321289
	Iteration 0F: 3 clusters Score -1612545 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1616451.375000 Penalty: 4821.321289
	Iteration 1F: 3 clusters Score -1616451 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1617063.750000 Penalty: 4821.321289
	Iteration 2F: 3 clusters Score -1617064 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1617797.000000 Penalty: 4821.321289
	Iteration 3F: 3 clusters Score -1617797 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1618625.125000 Penalty: 4821.321289
	Iteration 4F: 3 clusters Score -1618625 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1619357.250000 Penalty: 4821.321289
	Iteration 5F: 3 clusters Score -1619357 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1619887.500000 Penalty: 4821.321289
	Iteration 6F: 3 clusters Score -1619888 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1620297.125000 Penalty: 4821.321289
	Iteration 7Q: 3 clusters Score -1620297 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1620577.125000 Penalty: 4821.321289
	Iteration 8Q: 3 clusters Score -1620577 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1620800.125000 Penalty: 4821.321289
	Iteration 9Q: 3 clusters Score -1620800 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1620969.625000 Penalty: 4821.321289
	Iteration 10Q: 3 clusters Score -1620970 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1621106.250000 Penalty: 4821.321289
	Iteration 11Q: 3 clusters Score -1621106 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1621230.375000 Penalty: 4821.321289
	Iteration 12Q: 3 clusters Score -1621230 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1621359.750000 Penalty: 4821.321289
	Iteration 13Q: 3 clusters Score -1621360 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1621494.000000 Penalty: 4821.321289
	Iteration 14Q: 3 clusters Score -1621494 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1621623.750000 Penalty: 4821.321289
	Iteration 15Q: 3 clusters Score -1621624 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1621760.500000 Penalty: 4821.321289
	Iteration 16Q: 3 clusters Score -1621760 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1621917.250000 Penalty: 4821.321289
	Iteration 17Q: 3 clusters Score -1621917 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1622061.000000 Penalty: 4821.321289
	Iteration 18Q: 3 clusters Score -1622061 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1622176.750000 Penalty: 4821.321289
	Iteration 19Q: 3 clusters Score -1622177 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1622281.875000 Penalty: 4821.321289
	Iteration 20F: 3 clusters Score -1622282 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1622369.125000 Penalty: 4821.321289
	Iteration 21Q: 3 clusters Score -1622369 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1622427.000000 Penalty: 4821.321289
	Iteration 22Q: 3 clusters Score -1622427 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1622489.375000 Penalty: 4821.321289
	Iteration 23Q: 3 clusters Score -1622489 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1622552.000000 Penalty: 4821.321289
	Iteration 24Q: 3 clusters Score -1622552 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1622617.250000 Penalty: 4821.321289
	Iteration 25Q: 3 clusters Score -1622617 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1622676.625000 Penalty: 4821.321289
	Iteration 26Q: 3 clusters Score -1622677 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1622725.125000 Penalty: 4821.321289
	Iteration 27Q: 3 clusters Score -1622725 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1622759.375000 Penalty: 4821.321289
	Iteration 28Q: 3 clusters Score -1622759 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1622794.000000 Penalty: 4821.321289
	Iteration 29Q: 3 clusters Score -1622794 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1622835.375000 Penalty: 4821.321289
	Iteration 30Q: 3 clusters Score -1622835 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1622861.250000 Penalty: 4821.321289
	Iteration 31Q: 3 clusters Score -1622861 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1622870.875000 Penalty: 4821.321289
	Iteration 32Q: 3 clusters Score -1622871 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1622893.250000 Penalty: 4821.321289
	Iteration 33Q: 3 clusters Score -1622893 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1622908.750000 Penalty: 4821.321289
	Iteration 34Q: 3 clusters Score -1622909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1622916.625000 Penalty: 4821.321289
	Iteration 35Q: 3 clusters Score -1622917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1622929.000000 Penalty: 4821.321289
	Iteration 36Q: 3 clusters Score -1622929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1622934.625000 Penalty: 4821.321289
	Iteration 37Q: 3 clusters Score -1622935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1622937.500000 Penalty: 4821.321289
	Iteration 38Q: 3 clusters Score -1622938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1622941.000000 Penalty: 4821.321289
	Iteration 39Q: 3 clusters Score -1622941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1622943.125000 Penalty: 4821.321289
	Iteration 40F: 3 clusters Score -1622943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1622949.500000 Penalty: 4821.321289
	Iteration 41Q: 3 clusters Score -1622950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1622956.875000 Penalty: 4821.321289
	Iteration 42Q: 3 clusters Score -1622957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1622960.875000 Penalty: 4821.321289
	Iteration 43Q: 3 clusters Score -1622961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1622970.250000 Penalty: 4821.321289
	Iteration 44Q: 3 clusters Score -1622970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1622980.125000 Penalty: 4821.321289
	Iteration 45Q: 3 clusters Score -1622980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1622982.875000 Penalty: 4821.321289
	Iteration 46Q: 3 clusters Score -1622983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1622983.625000 Penalty: 4821.321289
	Iteration 47Q: 3 clusters Score -1622984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1622983.750000 Penalty: 4821.321289
	Iteration 48Q: 3 clusters Score -1622984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1622998.875000 Penalty: 4821.321289
	Iteration 49Q: 3 clusters Score -1622999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1623000.375000 Penalty: 4821.321289
	Iteration 50Q: 3 clusters Score -1623000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1622996.500000 Penalty: 4821.321289
	Iteration 51Q: 3 clusters Score -1622996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1623001.625000 Penalty: 4821.321289
	Iteration 52Q: 3 clusters Score -1623002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1623002.000000 Penalty: 4821.321289
	Iteration 53Q: 3 clusters Score -1623002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1623002.125000 Penalty: 4821.321289
	Iteration 54Q: 3 clusters Score -1623002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1623004.750000 Penalty: 4821.321289
	Iteration 55Q: 3 clusters Score -1623005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1623003.750000 Penalty: 4821.321289
	Iteration 56Q: 3 clusters Score -1623004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1623010.625000 Penalty: 4821.321289
	Iteration 57Q: 3 clusters Score -1623011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1623013.000000 Penalty: 4821.321289
	Iteration 58Q: 3 clusters Score -1623013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1623009.750000 Penalty: 4821.321289
	Iteration 59Q: 3 clusters Score -1623010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1623014.375000 Penalty: 4821.321289
	Iteration 60F: 3 clusters Score -1623014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1623013.875000 Penalty: 4821.321289
	Iteration 61Q: 3 clusters Score -1623014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1623017.750000 Penalty: 4821.321289
	Iteration 62Q: 3 clusters Score -1623018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1623018.750000 Penalty: 4821.321289
	Iteration 63Q: 3 clusters Score -1623019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1623022.000000 Penalty: 4821.321289
	Iteration 64Q: 3 clusters Score -1623022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1623022.000000 Penalty: 4821.321289
	Iteration 65Q: 3 clusters Score -1623022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1623022.625000 Penalty: 4821.321289
	Iteration 66Q: 3 clusters Score -1623023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1623024.500000 Penalty: 4821.321289
	Iteration 67Q: 3 clusters Score -1623024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1623025.125000 Penalty: 4821.321289
	Iteration 68Q: 3 clusters Score -1623025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1623025.250000 Penalty: 4821.321289
	Iteration 69Q: 3 clusters Score -1623025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1623024.250000 Penalty: 4821.321289
	Iteration 70Q: 3 clusters Score -1623024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1623026.125000 Penalty: 4821.321289
	Iteration 71Q: 3 clusters Score -1623026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1623027.875000 Penalty: 4821.321289
	Iteration 72Q: 3 clusters Score -1623028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1623031.750000 Penalty: 4821.321289
	Iteration 73Q: 3 clusters Score -1623032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1623030.875000 Penalty: 4821.321289
	Iteration 74Q: 3 clusters Score -1623031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1623030.750000 Penalty: 4821.321289
	Iteration 75Q: 3 clusters Score -1623031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1623032.000000 Penalty: 4821.321289
	Iteration 76Q: 3 clusters Score -1623032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1623037.500000 Penalty: 4821.321289
	Iteration 77Q: 3 clusters Score -1623038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1623038.250000 Penalty: 4821.321289
	Iteration 78Q: 3 clusters Score -1623038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1623039.125000 Penalty: 4821.321289
	Iteration 79Q: 3 clusters Score -1623039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1623039.125000 Penalty: 4821.321289
	Iteration 80F: 3 clusters Score -1623039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Entering Unmasked Estep 
Score: -4138240.000000 Penalty: 2639.408936
	Iteration 0F: 2 clusters Score -4138240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -4109878.000000 Penalty: 5278.817871
	Iteration 0F: 3 clusters Score -4109878 nChanged 19156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4120404.250000 Penalty: 5278.817871
	Iteration 1F: 3 clusters Score -4120404 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -4120926.250000 Penalty: 5278.817871
	Iteration 2Q: 3 clusters Score -4120926 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -4121574.750000 Penalty: 5278.817871
	Iteration 3Q: 3 clusters Score -4121575 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -4122345.500000 Penalty: 5278.817871
	Iteration 4Q: 3 clusters Score -4122346 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4123518.750000 Penalty: 5278.817871
	Iteration 5F: 3 clusters Score -4123519 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -4125196.750000 Penalty: 5278.817871
	Iteration 6F: 3 clusters Score -4125197 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -4127568.000000 Penalty: 5278.817871
	Iteration 7F: 3 clusters Score -4127568 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -4130321.000000 Penalty: 5278.817871
	Iteration 8F: 3 clusters Score -4130321 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -4132704.750000 Penalty: 5278.817871
	Iteration 9F: 3 clusters Score -4132705 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4134297.000000 Penalty: 5278.817871
	Iteration 10Q: 3 clusters Score -4134297 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -4135100.750000 Penalty: 5278.817871
	Iteration 11Q: 3 clusters Score -4135101 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -4135518.750000 Penalty: 5278.817871
	Iteration 12Q: 3 clusters Score -4135519 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -4135719.750000 Penalty: 5278.817871
	Iteration 13Q: 3 clusters Score -4135720 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -4135838.500000 Penalty: 5278.817871
	Iteration 14Q: 3 clusters Score -4135838 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -4135942.500000 Penalty: 5278.817871
	Iteration 15Q: 3 clusters Score -4135942 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -4136011.250000 Penalty: 5278.817871
	Iteration 16Q: 3 clusters Score -4136011 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -4136072.750000 Penalty: 5278.817871
	Iteration 17Q: 3 clusters Score -4136073 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -4136127.000000 Penalty: 5278.817871
	Iteration 18Q: 3 clusters Score -4136127 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -4136175.750000 Penalty: 5278.817871
	Iteration 19Q: 3 clusters Score -4136176 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -4136203.000000 Penalty: 5278.817871
	Iteration 20F: 3 clusters Score -4136203 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -4136236.000000 Penalty: 5278.817871
	Iteration 21Q: 3 clusters Score -4136236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -4136255.250000 Penalty: 5278.817871
	Iteration 22Q: 3 clusters Score -4136255 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -4136273.000000 Penalty: 5278.817871
	Iteration 23Q: 3 clusters Score -4136273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -4136290.250000 Penalty: 5278.817871
	Iteration 24Q: 3 clusters Score -4136290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -4136304.250000 Penalty: 5278.817871
	Iteration 25Q: 3 clusters Score -4136304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -4136324.750000 Penalty: 5278.817871
	Iteration 26Q: 3 clusters Score -4136325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -4136333.000000 Penalty: 5278.817871
	Iteration 27Q: 3 clusters Score -4136333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -4136342.750000 Penalty: 5278.817871
	Iteration 28Q: 3 clusters Score -4136343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -4136347.000000 Penalty: 5278.817871
	Iteration 29Q: 3 clusters Score -4136347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -4136350.000000 Penalty: 5278.817871
	Iteration 30Q: 3 clusters Score -4136350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -4136359.000000 Penalty: 5278.817871
	Iteration 31Q: 3 clusters Score -4136359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -4136368.000000 Penalty: 5278.817871
	Iteration 32Q: 3 clusters Score -4136368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -4136373.000000 Penalty: 5278.817871
	Iteration 33Q: 3 clusters Score -4136373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -4136381.750000 Penalty: 5278.817871
	Iteration 34Q: 3 clusters Score -4136382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -4136382.750000 Penalty: 5278.817871
	Iteration 35Q: 3 clusters Score -4136383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -4136380.750000 Penalty: 5278.817871
	Iteration 36Q: 3 clusters Score -4136381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -4136382.000000 Penalty: 5278.817871
	Iteration 37Q: 3 clusters Score -4136382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -4136393.000000 Penalty: 5278.817871
	Iteration 38Q: 3 clusters Score -4136393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -4136397.750000 Penalty: 5278.817871
	Iteration 39Q: 3 clusters Score -4136398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -4136395.750000 Penalty: 5278.817871
	Iteration 40F: 3 clusters Score -4136396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -4136394.250000 Penalty: 5278.817871
	Iteration 41Q: 3 clusters Score -4136394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -4136402.500000 Penalty: 5278.817871
	Iteration 42Q: 3 clusters Score -4136402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -4136396.000000 Penalty: 5278.817871
	Iteration 43Q: 3 clusters Score -4136396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -4136405.250000 Penalty: 5278.817871
	Iteration 44Q: 3 clusters Score -4136405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -4136402.500000 Penalty: 5278.817871
	Iteration 45Q: 3 clusters Score -4136402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -4136412.250000 Penalty: 5278.817871
	Iteration 46Q: 3 clusters Score -4136412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -4136413.000000 Penalty: 5278.817871
	Iteration 47Q: 3 clusters Score -4136413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -4136411.500000 Penalty: 5278.817871
	Iteration 48Q: 3 clusters Score -4136412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -4136413.000000 Penalty: 5278.817871
	Iteration 49Q: 3 clusters Score -4136413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -4136414.750000 Penalty: 5278.817871
	Iteration 50Q: 3 clusters Score -4136415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -4136412.500000 Penalty: 5278.817871
	Iteration 51Q: 3 clusters Score -4136412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -4136414.750000 Penalty: 5278.817871
	Iteration 52Q: 3 clusters Score -4136415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -4136416.000000 Penalty: 5278.817871
	Iteration 53Q: 3 clusters Score -4136416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -4136415.250000 Penalty: 5278.817871
	Iteration 54Q: 3 clusters Score -4136415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -4136414.000000 Penalty: 5278.817871
	Iteration 55Q: 3 clusters Score -4136414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -4136414.000000 Penalty: 5278.817871
	Iteration 56F: 3 clusters Score -4136414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Entering Unmasked Estep 
Score: -1451196.000000 Penalty: 2380.618896
	Iteration 0F: 2 clusters Score -1451196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1440426.875000 Penalty: 4761.237793
	Iteration 0F: 3 clusters Score -1440427 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1443885.125000 Penalty: 4761.237793
	Iteration 1F: 3 clusters Score -1443885 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1444346.250000 Penalty: 4761.237793
	Iteration 2F: 3 clusters Score -1444346 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1444759.250000 Penalty: 4761.237793
	Iteration 3F: 3 clusters Score -1444759 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1445188.625000 Penalty: 4761.237793
	Iteration 4F: 3 clusters Score -1445189 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1445599.500000 Penalty: 4761.237793
	Iteration 5F: 3 clusters Score -1445600 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1446059.000000 Penalty: 4761.237793
	Iteration 6F: 3 clusters Score -1446059 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1446591.375000 Penalty: 4761.237793
	Iteration 7Q: 3 clusters Score -1446591 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1447210.250000 Penalty: 4761.237793
	Iteration 8F: 3 clusters Score -1447210 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1447782.500000 Penalty: 4761.237793
	Iteration 9Q: 3 clusters Score -1447782 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1448305.375000 Penalty: 4761.237793
	Iteration 10Q: 3 clusters Score -1448305 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1448758.125000 Penalty: 4761.237793
	Iteration 11Q: 3 clusters Score -1448758 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1449090.875000 Penalty: 4761.237793
	Iteration 12Q: 3 clusters Score -1449091 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1449322.000000 Penalty: 4761.237793
	Iteration 13Q: 3 clusters Score -1449322 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1449507.625000 Penalty: 4761.237793
	Iteration 14Q: 3 clusters Score -1449508 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1449625.500000 Penalty: 4761.237793
	Iteration 15Q: 3 clusters Score -1449626 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1449700.500000 Penalty: 4761.237793
	Iteration 16Q: 3 clusters Score -1449700 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1449741.875000 Penalty: 4761.237793
	Iteration 17Q: 3 clusters Score -1449742 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1449775.500000 Penalty: 4761.237793
	Iteration 18Q: 3 clusters Score -1449776 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1449798.375000 Penalty: 4761.237793
	Iteration 19Q: 3 clusters Score -1449798 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1449809.500000 Penalty: 4761.237793
	Iteration 20F: 3 clusters Score -1449810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1449819.125000 Penalty: 4761.237793
	Iteration 21Q: 3 clusters Score -1449819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1449821.875000 Penalty: 4761.237793
	Iteration 22Q: 3 clusters Score -1449822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1449825.500000 Penalty: 4761.237793
	Iteration 23Q: 3 clusters Score -1449826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1449825.250000 Penalty: 4761.237793
	Iteration 24Q: 3 clusters Score -1449825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1449829.500000 Penalty: 4761.237793
	Iteration 25Q: 3 clusters Score -1449830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1449833.625000 Penalty: 4761.237793
	Iteration 26Q: 3 clusters Score -1449834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1449835.250000 Penalty: 4761.237793
	Iteration 27Q: 3 clusters Score -1449835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1449835.625000 Penalty: 4761.237793
	Iteration 28Q: 3 clusters Score -1449836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1449836.875000 Penalty: 4761.237793
	Iteration 29Q: 3 clusters Score -1449837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1449842.875000 Penalty: 4761.237793
	Iteration 30Q: 3 clusters Score -1449843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1449841.875000 Penalty: 4761.237793
	Iteration 31Q: 3 clusters Score -1449842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1449842.500000 Penalty: 4761.237793
	Iteration 32Q: 3 clusters Score -1449842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1449847.250000 Penalty: 4761.237793
	Iteration 33Q: 3 clusters Score -1449847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1449846.500000 Penalty: 4761.237793
	Iteration 34Q: 3 clusters Score -1449846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1449844.750000 Penalty: 4761.237793
	Iteration 35Q: 3 clusters Score -1449845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1449851.875000 Penalty: 4761.237793
	Iteration 36Q: 3 clusters Score -1449852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1449849.250000 Penalty: 4761.237793
	Iteration 37Q: 3 clusters Score -1449849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1449849.250000 Penalty: 4761.237793
	Iteration 38F: 3 clusters Score -1449849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Entering Unmasked Estep 
Score: -2349283.750000 Penalty: 2499.340820
	Iteration 0F: 2 clusters Score -2349284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2332943.250000 Penalty: 4998.681641
	Iteration 0F: 3 clusters Score -2332943 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2338610.000000 Penalty: 4998.681641
	Iteration 1F: 3 clusters Score -2338610 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2339012.500000 Penalty: 4998.681641
	Iteration 2Q: 3 clusters Score -2339012 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2339363.750000 Penalty: 4998.681641
	Iteration 3Q: 3 clusters Score -2339364 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2339760.500000 Penalty: 4998.681641
	Iteration 4Q: 3 clusters Score -2339760 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2340174.000000 Penalty: 4998.681641
	Iteration 5Q: 3 clusters Score -2340174 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2340736.500000 Penalty: 4998.681641
	Iteration 6Q: 3 clusters Score -2340736 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2341427.500000 Penalty: 4998.681641
	Iteration 7Q: 3 clusters Score -2341428 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2342226.750000 Penalty: 4998.681641
	Iteration 8F: 3 clusters Score -2342227 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2343065.250000 Penalty: 4998.681641
	Iteration 9F: 3 clusters Score -2343065 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2343877.250000 Penalty: 4998.681641
	Iteration 10F: 3 clusters Score -2343877 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2344665.000000 Penalty: 4998.681641
	Iteration 11Q: 3 clusters Score -2344665 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2345349.500000 Penalty: 4998.681641
	Iteration 12Q: 3 clusters Score -2345350 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2345921.000000 Penalty: 4998.681641
	Iteration 13Q: 3 clusters Score -2345921 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2346319.750000 Penalty: 4998.681641
	Iteration 14Q: 3 clusters Score -2346320 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2346634.500000 Penalty: 4998.681641
	Iteration 15Q: 3 clusters Score -2346634 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2346847.000000 Penalty: 4998.681641
	Iteration 16Q: 3 clusters Score -2346847 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2347020.750000 Penalty: 4998.681641
	Iteration 17Q: 3 clusters Score -2347021 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2347129.500000 Penalty: 4998.681641
	Iteration 18Q: 3 clusters Score -2347130 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2347230.250000 Penalty: 4998.681641
	Iteration 19Q: 3 clusters Score -2347230 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2347293.250000 Penalty: 4998.681641
	Iteration 20F: 3 clusters Score -2347293 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2347334.250000 Penalty: 4998.681641
	Iteration 21Q: 3 clusters Score -2347334 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2347369.750000 Penalty: 4998.681641
	Iteration 22Q: 3 clusters Score -2347370 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2347396.250000 Penalty: 4998.681641
	Iteration 23Q: 3 clusters Score -2347396 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2347403.250000 Penalty: 4998.681641
	Iteration 24Q: 3 clusters Score -2347403 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2347422.000000 Penalty: 4998.681641
	Iteration 25Q: 3 clusters Score -2347422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2347431.000000 Penalty: 4998.681641
	Iteration 26Q: 3 clusters Score -2347431 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2347440.000000 Penalty: 4998.681641
	Iteration 27Q: 3 clusters Score -2347440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2347448.500000 Penalty: 4998.681641
	Iteration 28Q: 3 clusters Score -2347448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2347456.750000 Penalty: 4998.681641
	Iteration 29Q: 3 clusters Score -2347457 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2347462.000000 Penalty: 4998.681641
	Iteration 30Q: 3 clusters Score -2347462 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2347472.250000 Penalty: 4998.681641
	Iteration 31Q: 3 clusters Score -2347472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2347470.500000 Penalty: 4998.681641
	Iteration 32Q: 3 clusters Score -2347470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2347485.750000 Penalty: 4998.681641
	Iteration 33Q: 3 clusters Score -2347486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2347491.000000 Penalty: 4998.681641
	Iteration 34Q: 3 clusters Score -2347491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2347492.750000 Penalty: 4998.681641
	Iteration 35Q: 3 clusters Score -2347493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2347495.250000 Penalty: 4998.681641
	Iteration 36Q: 3 clusters Score -2347495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2347501.000000 Penalty: 4998.681641
	Iteration 37Q: 3 clusters Score -2347501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2347501.500000 Penalty: 4998.681641
	Iteration 38Q: 3 clusters Score -2347502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2347502.000000 Penalty: 4998.681641
	Iteration 39Q: 3 clusters Score -2347502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2347500.500000 Penalty: 4998.681641
	Iteration 40F: 3 clusters Score -2347500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2347496.750000 Penalty: 4998.681641
	Iteration 41Q: 3 clusters Score -2347497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2347497.750000 Penalty: 4998.681641
	Iteration 42Q: 3 clusters Score -2347498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2347500.750000 Penalty: 4998.681641
	Iteration 43Q: 3 clusters Score -2347501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2347499.000000 Penalty: 4998.681641
	Iteration 44Q: 3 clusters Score -2347499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2347499.250000 Penalty: 4998.681641
	Iteration 45Q: 3 clusters Score -2347499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2347502.750000 Penalty: 4998.681641
	Iteration 46Q: 3 clusters Score -2347503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2347502.750000 Penalty: 4998.681641
	Iteration 47Q: 3 clusters Score -2347503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2347504.000000 Penalty: 4998.681641
	Iteration 48Q: 3 clusters Score -2347504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2347505.000000 Penalty: 4998.681641
	Iteration 49Q: 3 clusters Score -2347505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2347506.250000 Penalty: 4998.681641
	Iteration 50Q: 3 clusters Score -2347506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2347503.500000 Penalty: 4998.681641
	Iteration 51Q: 3 clusters Score -2347504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2347502.750000 Penalty: 4998.681641
	Iteration 52Q: 3 clusters Score -2347503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2347510.250000 Penalty: 4998.681641
	Iteration 53Q: 3 clusters Score -2347510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2347515.000000 Penalty: 4998.681641
	Iteration 54Q: 3 clusters Score -2347515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2347510.000000 Penalty: 4998.681641
	Iteration 55Q: 3 clusters Score -2347510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2347511.000000 Penalty: 4998.681641
	Iteration 56Q: 3 clusters Score -2347511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2347516.500000 Penalty: 4998.681641
	Iteration 57Q: 3 clusters Score -2347516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2347520.000000 Penalty: 4998.681641
	Iteration 58Q: 3 clusters Score -2347520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2347525.000000 Penalty: 4998.681641
	Iteration 59Q: 3 clusters Score -2347525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2347533.750000 Penalty: 4998.681641
	Iteration 60F: 3 clusters Score -2347534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2347533.750000 Penalty: 4998.681641
	Iteration 61Q: 3 clusters Score -2347534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2347535.250000 Penalty: 4998.681641
	Iteration 62Q: 3 clusters Score -2347535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2347533.000000 Penalty: 4998.681641
	Iteration 63Q: 3 clusters Score -2347533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2347529.500000 Penalty: 4998.681641
	Iteration 64Q: 3 clusters Score -2347530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2347529.250000 Penalty: 4998.681641
	Iteration 65Q: 3 clusters Score -2347529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2347532.000000 Penalty: 4998.681641
	Iteration 66Q: 3 clusters Score -2347532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2347529.000000 Penalty: 4998.681641
	Iteration 67Q: 3 clusters Score -2347529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2347527.000000 Penalty: 4998.681641
	Iteration 68Q: 3 clusters Score -2347527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2347528.000000 Penalty: 4998.681641
	Iteration 69Q: 3 clusters Score -2347528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2347529.250000 Penalty: 4998.681641
	Iteration 70Q: 3 clusters Score -2347529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2347534.000000 Penalty: 4998.681641
	Iteration 71Q: 3 clusters Score -2347534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2347532.250000 Penalty: 4998.681641
	Iteration 72Q: 3 clusters Score -2347532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2347537.000000 Penalty: 4998.681641
	Iteration 73Q: 3 clusters Score -2347537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2347532.000000 Penalty: 4998.681641
	Iteration 74Q: 3 clusters Score -2347532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2347532.250000 Penalty: 4998.681641
	Iteration 75Q: 3 clusters Score -2347532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2347535.250000 Penalty: 4998.681641
	Iteration 76Q: 3 clusters Score -2347535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2347535.250000 Penalty: 4998.681641
	Iteration 77F: 3 clusters Score -2347535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (66412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Entering Unmasked Estep 
Score: -6660581.500000 Penalty: 2753.700928
	Iteration 0F: 2 clusters Score -6660582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -6615982.000000 Penalty: 5507.401855
	Iteration 0F: 3 clusters Score -6615982 nChanged 31177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -6633629.000000 Penalty: 5507.401855
	Iteration 1F: 3 clusters Score -6633629 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -6634562.000000 Penalty: 5507.401855
	Iteration 2Q: 3 clusters Score -6634562 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -6636015.000000 Penalty: 5507.401855
	Iteration 3Q: 3 clusters Score -6636015 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -6638099.500000 Penalty: 5507.401855
	Iteration 4F: 3 clusters Score -6638100 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -6640956.000000 Penalty: 5507.401855
	Iteration 5F: 3 clusters Score -6640956 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -6644915.000000 Penalty: 5507.401855
	Iteration 6F: 3 clusters Score -6644915 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -6649177.500000 Penalty: 5507.401855
	Iteration 7F: 3 clusters Score -6649178 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -6653161.000000 Penalty: 5507.401855
	Iteration 8F: 3 clusters Score -6653161 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -6655996.500000 Penalty: 5507.401855
	Iteration 9Q: 3 clusters Score -6655996 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 55881 members 
Entering Unmasked Estep 
Score: -6657475.500000 Penalty: 5507.401855
	Iteration 10Q: 3 clusters Score -6657476 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -6658062.500000 Penalty: 5507.401855
	Iteration 11Q: 3 clusters Score -6658062 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -6658339.500000 Penalty: 5507.401855
	Iteration 12Q: 3 clusters Score -6658340 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -6658470.500000 Penalty: 5507.401855
	Iteration 13Q: 3 clusters Score -6658470 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -6658544.500000 Penalty: 5507.401855
	Iteration 14Q: 3 clusters Score -6658544 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -6658634.000000 Penalty: 5507.401855
	Iteration 15Q: 3 clusters Score -6658634 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -6658683.000000 Penalty: 5507.401855
	Iteration 16Q: 3 clusters Score -6658683 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 59002 members 
Entering Unmasked Estep 
Score: -6658781.500000 Penalty: 5507.401855
	Iteration 17Q: 3 clusters Score -6658782 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -6658807.500000 Penalty: 5507.401855
	Iteration 18Q: 3 clusters Score -6658808 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -6658855.000000 Penalty: 5507.401855
	Iteration 19Q: 3 clusters Score -6658855 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -6658894.000000 Penalty: 5507.401855
	Iteration 20F: 3 clusters Score -6658894 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -6658909.500000 Penalty: 5507.401855
	Iteration 21Q: 3 clusters Score -6658910 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -6658949.500000 Penalty: 5507.401855
	Iteration 22Q: 3 clusters Score -6658950 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -6658998.000000 Penalty: 5507.401855
	Iteration 23Q: 3 clusters Score -6658998 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
Score: -6659021.000000 Penalty: 5507.401855
	Iteration 24Q: 3 clusters Score -6659021 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -6659042.500000 Penalty: 5507.401855
	Iteration 25Q: 3 clusters Score -6659042 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -6659054.500000 Penalty: 5507.401855
	Iteration 26Q: 3 clusters Score -6659054 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -6659089.000000 Penalty: 5507.401855
	Iteration 27Q: 3 clusters Score -6659089 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -6659114.000000 Penalty: 5507.401855
	Iteration 28Q: 3 clusters Score -6659114 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -6659158.000000 Penalty: 5507.401855
	Iteration 29Q: 3 clusters Score -6659158 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -6659167.500000 Penalty: 5507.401855
	Iteration 30Q: 3 clusters Score -6659168 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -6659196.000000 Penalty: 5507.401855
	Iteration 31Q: 3 clusters Score -6659196 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -6659201.000000 Penalty: 5507.401855
	Iteration 32Q: 3 clusters Score -6659201 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -6659244.000000 Penalty: 5507.401855
	Iteration 33Q: 3 clusters Score -6659244 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 61725 members 
Entering Unmasked Estep 
Score: -6659276.500000 Penalty: 5507.401855
	Iteration 34Q: 3 clusters Score -6659276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -6659273.500000 Penalty: 5507.401855
	Iteration 35Q: 3 clusters Score -6659274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -6659281.000000 Penalty: 5507.401855
	Iteration 36Q: 3 clusters Score -6659281 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -6659283.500000 Penalty: 5507.401855
	Iteration 37Q: 3 clusters Score -6659284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -6659299.500000 Penalty: 5507.401855
	Iteration 38Q: 3 clusters Score -6659300 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -6659317.500000 Penalty: 5507.401855
	Iteration 39Q: 3 clusters Score -6659318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -6659315.500000 Penalty: 5507.401855
	Iteration 40F: 3 clusters Score -6659316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 62182 members 
Entering Unmasked Estep 
Score: -6659335.000000 Penalty: 5507.401855
	Iteration 41Q: 3 clusters Score -6659335 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -6659344.500000 Penalty: 5507.401855
	Iteration 42Q: 3 clusters Score -6659344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 62264 members 
Entering Unmasked Estep 
Score: -6659353.500000 Penalty: 5507.401855
	Iteration 43Q: 3 clusters Score -6659354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -6659360.000000 Penalty: 5507.401855
	Iteration 44Q: 3 clusters Score -6659360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -6659369.500000 Penalty: 5507.401855
	Iteration 45Q: 3 clusters Score -6659370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -6659369.500000 Penalty: 5507.401855
	Iteration 46Q: 3 clusters Score -6659370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
Score: -6659380.500000 Penalty: 5507.401855
	Iteration 47Q: 3 clusters Score -6659380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -6659373.000000 Penalty: 5507.401855
	Iteration 48Q: 3 clusters Score -6659373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -6659372.000000 Penalty: 5507.401855
	Iteration 49Q: 3 clusters Score -6659372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -6659376.000000 Penalty: 5507.401855
	Iteration 50Q: 3 clusters Score -6659376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -6659380.500000 Penalty: 5507.401855
	Iteration 51Q: 3 clusters Score -6659380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -6659382.500000 Penalty: 5507.401855
	Iteration 52Q: 3 clusters Score -6659382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -6659389.000000 Penalty: 5507.401855
	Iteration 53Q: 3 clusters Score -6659389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -6659386.500000 Penalty: 5507.401855
	Iteration 54Q: 3 clusters Score -6659386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -6659395.000000 Penalty: 5507.401855
	Iteration 55Q: 3 clusters Score -6659395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -6659404.000000 Penalty: 5507.401855
	Iteration 56Q: 3 clusters Score -6659404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -6659397.000000 Penalty: 5507.401855
	Iteration 57Q: 3 clusters Score -6659397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -6659393.500000 Penalty: 5507.401855
	Iteration 58Q: 3 clusters Score -6659394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -6659394.500000 Penalty: 5507.401855
	Iteration 59Q: 3 clusters Score -6659394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -6659394.500000 Penalty: 5507.401855
	Iteration 60F: 3 clusters Score -6659394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Entering Unmasked Estep 
Score: -4383396.500000 Penalty: 2647.200928
	Iteration 0F: 2 clusters Score -4383396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -4354017.000000 Penalty: 5294.401855
	Iteration 0F: 3 clusters Score -4354017 nChanged 20044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -4365047.500000 Penalty: 5294.401855
	Iteration 1F: 3 clusters Score -4365048 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -4365577.500000 Penalty: 5294.401855
	Iteration 2Q: 3 clusters Score -4365578 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -4366085.500000 Penalty: 5294.401855
	Iteration 3Q: 3 clusters Score -4366086 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -4366580.500000 Penalty: 5294.401855
	Iteration 4Q: 3 clusters Score -4366580 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4367111.000000 Penalty: 5294.401855
	Iteration 5Q: 3 clusters Score -4367111 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -4367721.000000 Penalty: 5294.401855
	Iteration 6Q: 3 clusters Score -4367721 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -4368430.500000 Penalty: 5294.401855
	Iteration 7Q: 3 clusters Score -4368430 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -4369339.000000 Penalty: 5294.401855
	Iteration 8Q: 3 clusters Score -4369339 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4370626.000000 Penalty: 5294.401855
	Iteration 9Q: 3 clusters Score -4370626 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -4372382.500000 Penalty: 5294.401855
	Iteration 10F: 3 clusters Score -4372382 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4374314.500000 Penalty: 5294.401855
	Iteration 11F: 3 clusters Score -4374314 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -4375643.500000 Penalty: 5294.401855
	Iteration 12Q: 3 clusters Score -4375644 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -4376341.000000 Penalty: 5294.401855
	Iteration 13Q: 3 clusters Score -4376341 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -4376703.500000 Penalty: 5294.401855
	Iteration 14Q: 3 clusters Score -4376704 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -4376969.000000 Penalty: 5294.401855
	Iteration 15Q: 3 clusters Score -4376969 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -4377179.000000 Penalty: 5294.401855
	Iteration 16Q: 3 clusters Score -4377179 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -4377361.000000 Penalty: 5294.401855
	Iteration 17Q: 3 clusters Score -4377361 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -4377582.000000 Penalty: 5294.401855
	Iteration 18Q: 3 clusters Score -4377582 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -4377750.000000 Penalty: 5294.401855
	Iteration 19Q: 3 clusters Score -4377750 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -4377941.500000 Penalty: 5294.401855
	Iteration 20F: 3 clusters Score -4377942 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -4378161.500000 Penalty: 5294.401855
	Iteration 21Q: 3 clusters Score -4378162 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -4378357.000000 Penalty: 5294.401855
	Iteration 22Q: 3 clusters Score -4378357 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -4378548.500000 Penalty: 5294.401855
	Iteration 23Q: 3 clusters Score -4378548 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -4378742.000000 Penalty: 5294.401855
	Iteration 24Q: 3 clusters Score -4378742 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -4378946.000000 Penalty: 5294.401855
	Iteration 25Q: 3 clusters Score -4378946 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -4379115.000000 Penalty: 5294.401855
	Iteration 26Q: 3 clusters Score -4379115 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -4379318.000000 Penalty: 5294.401855
	Iteration 27Q: 3 clusters Score -4379318 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -4379497.500000 Penalty: 5294.401855
	Iteration 28Q: 3 clusters Score -4379498 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -4379652.000000 Penalty: 5294.401855
	Iteration 29Q: 3 clusters Score -4379652 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -4379803.500000 Penalty: 5294.401855
	Iteration 30Q: 3 clusters Score -4379804 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4379955.000000 Penalty: 5294.401855
	Iteration 31Q: 3 clusters Score -4379955 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -4380071.500000 Penalty: 5294.401855
	Iteration 32Q: 3 clusters Score -4380072 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -4380159.000000 Penalty: 5294.401855
	Iteration 33Q: 3 clusters Score -4380159 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4380268.000000 Penalty: 5294.401855
	Iteration 34Q: 3 clusters Score -4380268 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4380349.000000 Penalty: 5294.401855
	Iteration 35Q: 3 clusters Score -4380349 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4380431.000000 Penalty: 5294.401855
	Iteration 36Q: 3 clusters Score -4380431 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4380491.500000 Penalty: 5294.401855
	Iteration 37Q: 3 clusters Score -4380492 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4380563.500000 Penalty: 5294.401855
	Iteration 38Q: 3 clusters Score -4380564 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4380640.000000 Penalty: 5294.401855
	Iteration 39Q: 3 clusters Score -4380640 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4380701.000000 Penalty: 5294.401855
	Iteration 40F: 3 clusters Score -4380701 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4380754.000000 Penalty: 5294.401855
	Iteration 41Q: 3 clusters Score -4380754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4380800.000000 Penalty: 5294.401855
	Iteration 42Q: 3 clusters Score -4380800 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4380819.000000 Penalty: 5294.401855
	Iteration 43Q: 3 clusters Score -4380819 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4380842.000000 Penalty: 5294.401855
	Iteration 44Q: 3 clusters Score -4380842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4380857.000000 Penalty: 5294.401855
	Iteration 45Q: 3 clusters Score -4380857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4380896.500000 Penalty: 5294.401855
	Iteration 46Q: 3 clusters Score -4380896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4380921.500000 Penalty: 5294.401855
	Iteration 47Q: 3 clusters Score -4380922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4380941.000000 Penalty: 5294.401855
	Iteration 48Q: 3 clusters Score -4380941 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4380949.000000 Penalty: 5294.401855
	Iteration 49Q: 3 clusters Score -4380949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4380957.000000 Penalty: 5294.401855
	Iteration 50Q: 3 clusters Score -4380957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4380978.000000 Penalty: 5294.401855
	Iteration 51Q: 3 clusters Score -4380978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4380982.500000 Penalty: 5294.401855
	Iteration 52Q: 3 clusters Score -4380982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4380998.500000 Penalty: 5294.401855
	Iteration 53Q: 3 clusters Score -4380998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4381000.000000 Penalty: 5294.401855
	Iteration 54Q: 3 clusters Score -4381000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4381005.000000 Penalty: 5294.401855
	Iteration 55Q: 3 clusters Score -4381005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4381013.000000 Penalty: 5294.401855
	Iteration 56Q: 3 clusters Score -4381013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4381021.000000 Penalty: 5294.401855
	Iteration 57Q: 3 clusters Score -4381021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4381025.000000 Penalty: 5294.401855
	Iteration 58Q: 3 clusters Score -4381025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4381033.000000 Penalty: 5294.401855
	Iteration 59Q: 3 clusters Score -4381033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4381040.500000 Penalty: 5294.401855
	Iteration 60F: 3 clusters Score -4381040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4381041.500000 Penalty: 5294.401855
	Iteration 61Q: 3 clusters Score -4381042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4381044.000000 Penalty: 5294.401855
	Iteration 62Q: 3 clusters Score -4381044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4381054.000000 Penalty: 5294.401855
	Iteration 63Q: 3 clusters Score -4381054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4381049.000000 Penalty: 5294.401855
	Iteration 64Q: 3 clusters Score -4381049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4381047.000000 Penalty: 5294.401855
	Iteration 65Q: 3 clusters Score -4381047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4381057.500000 Penalty: 5294.401855
	Iteration 66Q: 3 clusters Score -4381058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4381058.000000 Penalty: 5294.401855
	Iteration 67Q: 3 clusters Score -4381058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4381058.000000 Penalty: 5294.401855
	Iteration 68Q: 3 clusters Score -4381058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4381066.000000 Penalty: 5294.401855
	Iteration 69Q: 3 clusters Score -4381066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4381073.500000 Penalty: 5294.401855
	Iteration 70Q: 3 clusters Score -4381074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4381081.000000 Penalty: 5294.401855
	Iteration 71Q: 3 clusters Score -4381081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4381091.000000 Penalty: 5294.401855
	Iteration 72Q: 3 clusters Score -4381091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4381096.500000 Penalty: 5294.401855
	Iteration 73Q: 3 clusters Score -4381096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4381098.500000 Penalty: 5294.401855
	Iteration 74Q: 3 clusters Score -4381098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4381101.500000 Penalty: 5294.401855
	Iteration 75Q: 3 clusters Score -4381102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4381110.500000 Penalty: 5294.401855
	Iteration 76Q: 3 clusters Score -4381110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4381118.000000 Penalty: 5294.401855
	Iteration 77Q: 3 clusters Score -4381118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4381122.500000 Penalty: 5294.401855
	Iteration 78Q: 3 clusters Score -4381122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4381131.000000 Penalty: 5294.401855
	Iteration 79Q: 3 clusters Score -4381131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4381131.500000 Penalty: 5294.401855
	Iteration 80F: 3 clusters Score -4381132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4381132.000000 Penalty: 5294.401855
	Iteration 81Q: 3 clusters Score -4381132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4381136.000000 Penalty: 5294.401855
	Iteration 82Q: 3 clusters Score -4381136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4381136.000000 Penalty: 5294.401855
	Iteration 83Q: 3 clusters Score -4381136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4381139.000000 Penalty: 5294.401855
	Iteration 84Q: 3 clusters Score -4381139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4381138.000000 Penalty: 5294.401855
	Iteration 85Q: 3 clusters Score -4381138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4381136.500000 Penalty: 5294.401855
	Iteration 86Q: 3 clusters Score -4381136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4381132.500000 Penalty: 5294.401855
	Iteration 87Q: 3 clusters Score -4381132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4381133.500000 Penalty: 5294.401855
	Iteration 88Q: 3 clusters Score -4381134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4381133.500000 Penalty: 5294.401855
	Iteration 89Q: 3 clusters Score -4381134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4381136.500000 Penalty: 5294.401855
	Iteration 90Q: 3 clusters Score -4381136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4381135.500000 Penalty: 5294.401855
	Iteration 91Q: 3 clusters Score -4381136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4381138.000000 Penalty: 5294.401855
	Iteration 92Q: 3 clusters Score -4381138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4381138.000000 Penalty: 5294.401855
	Iteration 93Q: 3 clusters Score -4381138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4381138.000000 Penalty: 5294.401855
	Iteration 94F: 3 clusters Score -4381138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206287 members 
Entering Unmasked Estep 
Score: -20800212.000000 Penalty: 3034.781738
	Iteration 0F: 2 clusters Score -2.080021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103552 members 
Mstep: Class 2 contains 102735 members 
Entering Unmasked Estep 
Score: -20662242.000000 Penalty: 6069.563477
	Iteration 0F: 3 clusters Score -2.066224e+07 nChanged 99274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -20720822.000000 Penalty: 6069.563477
	Iteration 1F: 3 clusters Score -2.072082e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115107 members 
Mstep: Class 2 contains 91180 members 
Entering Unmasked Estep 
Score: -20722478.000000 Penalty: 6069.563477
	Iteration 2Q: 3 clusters Score -2.072248e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121778 members 
Mstep: Class 2 contains 84509 members 
Entering Unmasked Estep 
Score: -20725010.000000 Penalty: 6069.563477
	Iteration 3Q: 3 clusters Score -2.072501e+07 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131800 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -20729926.000000 Penalty: 6069.563477
	Iteration 4Q: 3 clusters Score -2.072993e+07 nChanged 14580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146332 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -20739688.000000 Penalty: 6069.563477
	Iteration 5F: 3 clusters Score -2.073969e+07 nChanged 18771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165095 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -20756020.000000 Penalty: 6069.563477
	Iteration 6F: 3 clusters Score -2.075602e+07 nChanged 19305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184400 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -20775468.000000 Penalty: 6069.563477
	Iteration 7F: 3 clusters Score -2.077547e+07 nChanged 13766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198166 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -20789446.000000 Penalty: 6069.563477
	Iteration 8F: 3 clusters Score -2.078945e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204210 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -20795496.000000 Penalty: 6069.563477
	Iteration 9Q: 3 clusters Score -2.07955e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205752 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -20797018.000000 Penalty: 6069.563477
	Iteration 10Q: 3 clusters Score -2.079702e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206013 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20797330.000000 Penalty: 6069.563477
	Iteration 11Q: 3 clusters Score -2.079733e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206065 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20797434.000000 Penalty: 6069.563477
	Iteration 12Q: 3 clusters Score -2.079743e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206084 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20797480.000000 Penalty: 6069.563477
	Iteration 13Q: 3 clusters Score -2.079748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206088 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20797506.000000 Penalty: 6069.563477
	Iteration 14Q: 3 clusters Score -2.079751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206093 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20797512.000000 Penalty: 6069.563477
	Iteration 15Q: 3 clusters Score -2.079751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206095 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20797510.000000 Penalty: 6069.563477
	Iteration 16Q: 3 clusters Score -2.079751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206098 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20797522.000000 Penalty: 6069.563477
	Iteration 17Q: 3 clusters Score -2.079752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206099 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20797520.000000 Penalty: 6069.563477
	Iteration 18Q: 3 clusters Score -2.079752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206099 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20797524.000000 Penalty: 6069.563477
	Iteration 19Q: 3 clusters Score -2.079752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206100 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20797536.000000 Penalty: 6069.563477
	Iteration 20F: 3 clusters Score -2.079754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Entering Unmasked Estep 
Score: -1989158.750000 Penalty: 2456.498535
	Iteration 0F: 2 clusters Score -1989159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1975085.750000 Penalty: 4912.997070
	Iteration 0F: 3 clusters Score -1975086 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1979906.125000 Penalty: 4912.997070
	Iteration 1F: 3 clusters Score -1979906 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1980518.250000 Penalty: 4912.997070
	Iteration 2F: 3 clusters Score -1980518 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1981096.500000 Penalty: 4912.997070
	Iteration 3F: 3 clusters Score -1981096 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1981635.875000 Penalty: 4912.997070
	Iteration 4F: 3 clusters Score -1981636 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1982227.500000 Penalty: 4912.997070
	Iteration 5F: 3 clusters Score -1982228 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1982895.625000 Penalty: 4912.997070
	Iteration 6F: 3 clusters Score -1982896 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1983594.250000 Penalty: 4912.997070
	Iteration 7F: 3 clusters Score -1983594 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1984307.875000 Penalty: 4912.997070
	Iteration 8F: 3 clusters Score -1984308 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -1984940.000000 Penalty: 4912.997070
	Iteration 9Q: 3 clusters Score -1984940 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -1985441.875000 Penalty: 4912.997070
	Iteration 10Q: 3 clusters Score -1985442 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1985842.500000 Penalty: 4912.997070
	Iteration 11Q: 3 clusters Score -1985842 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -1986206.000000 Penalty: 4912.997070
	Iteration 12Q: 3 clusters Score -1986206 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1986526.625000 Penalty: 4912.997070
	Iteration 13Q: 3 clusters Score -1986527 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1986776.125000 Penalty: 4912.997070
	Iteration 14Q: 3 clusters Score -1986776 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -1986943.750000 Penalty: 4912.997070
	Iteration 15Q: 3 clusters Score -1986944 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -1987065.875000 Penalty: 4912.997070
	Iteration 16Q: 3 clusters Score -1987066 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1987157.625000 Penalty: 4912.997070
	Iteration 17Q: 3 clusters Score -1987158 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -1987238.000000 Penalty: 4912.997070
	Iteration 18Q: 3 clusters Score -1987238 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -1987310.750000 Penalty: 4912.997070
	Iteration 19Q: 3 clusters Score -1987311 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -1987368.375000 Penalty: 4912.997070
	Iteration 20F: 3 clusters Score -1987368 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -1987403.250000 Penalty: 4912.997070
	Iteration 21Q: 3 clusters Score -1987403 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -1987440.375000 Penalty: 4912.997070
	Iteration 22Q: 3 clusters Score -1987440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -1987483.500000 Penalty: 4912.997070
	Iteration 23Q: 3 clusters Score -1987484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -1987514.250000 Penalty: 4912.997070
	Iteration 24Q: 3 clusters Score -1987514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1987545.375000 Penalty: 4912.997070
	Iteration 25Q: 3 clusters Score -1987545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -1987575.625000 Penalty: 4912.997070
	Iteration 26Q: 3 clusters Score -1987576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -1987583.125000 Penalty: 4912.997070
	Iteration 27Q: 3 clusters Score -1987583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -1987595.000000 Penalty: 4912.997070
	Iteration 28Q: 3 clusters Score -1987595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -1987604.375000 Penalty: 4912.997070
	Iteration 29Q: 3 clusters Score -1987604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1987616.375000 Penalty: 4912.997070
	Iteration 30Q: 3 clusters Score -1987616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -1987621.750000 Penalty: 4912.997070
	Iteration 31Q: 3 clusters Score -1987622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -1987626.750000 Penalty: 4912.997070
	Iteration 32Q: 3 clusters Score -1987627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -1987631.625000 Penalty: 4912.997070
	Iteration 33Q: 3 clusters Score -1987632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -1987633.625000 Penalty: 4912.997070
	Iteration 34Q: 3 clusters Score -1987634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -1987635.875000 Penalty: 4912.997070
	Iteration 35Q: 3 clusters Score -1987636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -1987638.500000 Penalty: 4912.997070
	Iteration 36Q: 3 clusters Score -1987638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -1987640.625000 Penalty: 4912.997070
	Iteration 37Q: 3 clusters Score -1987641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -1987642.250000 Penalty: 4912.997070
	Iteration 38Q: 3 clusters Score -1987642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -1987642.625000 Penalty: 4912.997070
	Iteration 39Q: 3 clusters Score -1987643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -1987642.625000 Penalty: 4912.997070
	Iteration 40F: 3 clusters Score -1987643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Entering Unmasked Estep 
Score: -1064490.250000 Penalty: 2305.695801
	Iteration 0F: 2 clusters Score -1064490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1056264.375000 Penalty: 4611.391602
	Iteration 0F: 3 clusters Score -1056264 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1058921.125000 Penalty: 4611.391602
	Iteration 1F: 3 clusters Score -1058921 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1059333.500000 Penalty: 4611.391602
	Iteration 2F: 3 clusters Score -1059334 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1059639.750000 Penalty: 4611.391602
	Iteration 3F: 3 clusters Score -1059640 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1059885.250000 Penalty: 4611.391602
	Iteration 4Q: 3 clusters Score -1059885 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1060082.125000 Penalty: 4611.391602
	Iteration 5Q: 3 clusters Score -1060082 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1060247.000000 Penalty: 4611.391602
	Iteration 6Q: 3 clusters Score -1060247 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1060387.625000 Penalty: 4611.391602
	Iteration 7Q: 3 clusters Score -1060388 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1060480.125000 Penalty: 4611.391602
	Iteration 8Q: 3 clusters Score -1060480 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1060569.625000 Penalty: 4611.391602
	Iteration 9Q: 3 clusters Score -1060570 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1060655.875000 Penalty: 4611.391602
	Iteration 10Q: 3 clusters Score -1060656 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1060739.250000 Penalty: 4611.391602
	Iteration 11Q: 3 clusters Score -1060739 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1060798.625000 Penalty: 4611.391602
	Iteration 12Q: 3 clusters Score -1060799 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1060863.375000 Penalty: 4611.391602
	Iteration 13Q: 3 clusters Score -1060863 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1060919.250000 Penalty: 4611.391602
	Iteration 14Q: 3 clusters Score -1060919 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1060968.625000 Penalty: 4611.391602
	Iteration 15Q: 3 clusters Score -1060969 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1061012.375000 Penalty: 4611.391602
	Iteration 16Q: 3 clusters Score -1061012 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1061064.500000 Penalty: 4611.391602
	Iteration 17Q: 3 clusters Score -1061064 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1061103.375000 Penalty: 4611.391602
	Iteration 18Q: 3 clusters Score -1061103 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1061143.000000 Penalty: 4611.391602
	Iteration 19Q: 3 clusters Score -1061143 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1061189.250000 Penalty: 4611.391602
	Iteration 20F: 3 clusters Score -1061189 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1061240.125000 Penalty: 4611.391602
	Iteration 21Q: 3 clusters Score -1061240 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1061302.500000 Penalty: 4611.391602
	Iteration 22Q: 3 clusters Score -1061302 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1061360.375000 Penalty: 4611.391602
	Iteration 23Q: 3 clusters Score -1061360 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1061408.125000 Penalty: 4611.391602
	Iteration 24Q: 3 clusters Score -1061408 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1061453.750000 Penalty: 4611.391602
	Iteration 25Q: 3 clusters Score -1061454 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1061507.750000 Penalty: 4611.391602
	Iteration 26Q: 3 clusters Score -1061508 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1061557.875000 Penalty: 4611.391602
	Iteration 27Q: 3 clusters Score -1061558 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1061616.750000 Penalty: 4611.391602
	Iteration 28Q: 3 clusters Score -1061617 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1061670.500000 Penalty: 4611.391602
	Iteration 29Q: 3 clusters Score -1061670 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1061728.750000 Penalty: 4611.391602
	Iteration 30Q: 3 clusters Score -1061729 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1061793.375000 Penalty: 4611.391602
	Iteration 31Q: 3 clusters Score -1061793 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1061848.125000 Penalty: 4611.391602
	Iteration 32Q: 3 clusters Score -1061848 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1061905.875000 Penalty: 4611.391602
	Iteration 33Q: 3 clusters Score -1061906 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1061958.000000 Penalty: 4611.391602
	Iteration 34Q: 3 clusters Score -1061958 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1062009.375000 Penalty: 4611.391602
	Iteration 35Q: 3 clusters Score -1062009 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1062057.500000 Penalty: 4611.391602
	Iteration 36Q: 3 clusters Score -1062058 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1062104.750000 Penalty: 4611.391602
	Iteration 37Q: 3 clusters Score -1062105 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1062144.250000 Penalty: 4611.391602
	Iteration 38Q: 3 clusters Score -1062144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1062174.750000 Penalty: 4611.391602
	Iteration 39Q: 3 clusters Score -1062175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1062197.125000 Penalty: 4611.391602
	Iteration 40F: 3 clusters Score -1062197 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1062223.125000 Penalty: 4611.391602
	Iteration 41Q: 3 clusters Score -1062223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1062240.375000 Penalty: 4611.391602
	Iteration 42Q: 3 clusters Score -1062240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1062258.250000 Penalty: 4611.391602
	Iteration 43Q: 3 clusters Score -1062258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1062270.250000 Penalty: 4611.391602
	Iteration 44Q: 3 clusters Score -1062270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1062283.625000 Penalty: 4611.391602
	Iteration 45Q: 3 clusters Score -1062284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1062293.625000 Penalty: 4611.391602
	Iteration 46Q: 3 clusters Score -1062294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1062300.375000 Penalty: 4611.391602
	Iteration 47Q: 3 clusters Score -1062300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1062313.500000 Penalty: 4611.391602
	Iteration 48Q: 3 clusters Score -1062314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1062324.625000 Penalty: 4611.391602
	Iteration 49Q: 3 clusters Score -1062325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1062340.250000 Penalty: 4611.391602
	Iteration 50Q: 3 clusters Score -1062340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1062348.125000 Penalty: 4611.391602
	Iteration 51Q: 3 clusters Score -1062348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1062357.875000 Penalty: 4611.391602
	Iteration 52Q: 3 clusters Score -1062358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1062367.500000 Penalty: 4611.391602
	Iteration 53Q: 3 clusters Score -1062368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1062383.625000 Penalty: 4611.391602
	Iteration 54Q: 3 clusters Score -1062384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1062394.750000 Penalty: 4611.391602
	Iteration 55Q: 3 clusters Score -1062395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1062402.750000 Penalty: 4611.391602
	Iteration 56Q: 3 clusters Score -1062403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1062407.875000 Penalty: 4611.391602
	Iteration 57Q: 3 clusters Score -1062408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1062414.125000 Penalty: 4611.391602
	Iteration 58Q: 3 clusters Score -1062414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1062423.250000 Penalty: 4611.391602
	Iteration 59Q: 3 clusters Score -1062423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1062424.250000 Penalty: 4611.391602
	Iteration 60F: 3 clusters Score -1062424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1062426.250000 Penalty: 4611.391602
	Iteration 61Q: 3 clusters Score -1062426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1062433.000000 Penalty: 4611.391602
	Iteration 62Q: 3 clusters Score -1062433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1062439.875000 Penalty: 4611.391602
	Iteration 63Q: 3 clusters Score -1062440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1062446.875000 Penalty: 4611.391602
	Iteration 64Q: 3 clusters Score -1062447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1062449.000000 Penalty: 4611.391602
	Iteration 65Q: 3 clusters Score -1062449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1062449.750000 Penalty: 4611.391602
	Iteration 66Q: 3 clusters Score -1062450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1062453.250000 Penalty: 4611.391602
	Iteration 67Q: 3 clusters Score -1062453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1062455.750000 Penalty: 4611.391602
	Iteration 68Q: 3 clusters Score -1062456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1062455.875000 Penalty: 4611.391602
	Iteration 69Q: 3 clusters Score -1062456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1062458.500000 Penalty: 4611.391602
	Iteration 70Q: 3 clusters Score -1062458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1062464.500000 Penalty: 4611.391602
	Iteration 71Q: 3 clusters Score -1062464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1062466.875000 Penalty: 4611.391602
	Iteration 72Q: 3 clusters Score -1062467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1062471.000000 Penalty: 4611.391602
	Iteration 73Q: 3 clusters Score -1062471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1062475.750000 Penalty: 4611.391602
	Iteration 74Q: 3 clusters Score -1062476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1062480.750000 Penalty: 4611.391602
	Iteration 75Q: 3 clusters Score -1062481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1062488.875000 Penalty: 4611.391602
	Iteration 76Q: 3 clusters Score -1062489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1062494.375000 Penalty: 4611.391602
	Iteration 77Q: 3 clusters Score -1062494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1062501.750000 Penalty: 4611.391602
	Iteration 78Q: 3 clusters Score -1062502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1062513.875000 Penalty: 4611.391602
	Iteration 79Q: 3 clusters Score -1062514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1062522.375000 Penalty: 4611.391602
	Iteration 80F: 3 clusters Score -1062522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1062523.750000 Penalty: 4611.391602
	Iteration 81Q: 3 clusters Score -1062524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1062525.875000 Penalty: 4611.391602
	Iteration 82Q: 3 clusters Score -1062526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1062526.875000 Penalty: 4611.391602
	Iteration 83Q: 3 clusters Score -1062527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1062529.500000 Penalty: 4611.391602
	Iteration 84Q: 3 clusters Score -1062530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1062530.125000 Penalty: 4611.391602
	Iteration 85Q: 3 clusters Score -1062530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1062531.625000 Penalty: 4611.391602
	Iteration 86Q: 3 clusters Score -1062532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1062533.500000 Penalty: 4611.391602
	Iteration 87Q: 3 clusters Score -1062534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1062535.125000 Penalty: 4611.391602
	Iteration 88Q: 3 clusters Score -1062535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1062535.250000 Penalty: 4611.391602
	Iteration 89Q: 3 clusters Score -1062535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1062539.875000 Penalty: 4611.391602
	Iteration 90Q: 3 clusters Score -1062540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1062540.875000 Penalty: 4611.391602
	Iteration 91Q: 3 clusters Score -1062541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1062542.125000 Penalty: 4611.391602
	Iteration 92Q: 3 clusters Score -1062542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1062543.375000 Penalty: 4611.391602
	Iteration 93Q: 3 clusters Score -1062543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1062543.000000 Penalty: 4611.391602
	Iteration 94Q: 3 clusters Score -1062543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1062544.125000 Penalty: 4611.391602
	Iteration 95Q: 3 clusters Score -1062544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1062544.125000 Penalty: 4611.391602
	Iteration 96F: 3 clusters Score -1062544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Entering Unmasked Estep 
Score: -536612.375000 Penalty: 2136.935791
	Iteration 0F: 2 clusters Score -536612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -531761.937500 Penalty: 4273.871582
	Iteration 0F: 3 clusters Score -531761.9 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -532962.437500 Penalty: 4273.871582
	Iteration 1F: 3 clusters Score -532962.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -533195.687500 Penalty: 4273.871582
	Iteration 2F: 3 clusters Score -533195.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -533353.875000 Penalty: 4273.871582
	Iteration 3Q: 3 clusters Score -533353.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -533491.687500 Penalty: 4273.871582
	Iteration 4Q: 3 clusters Score -533491.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -533630.187500 Penalty: 4273.871582
	Iteration 5Q: 3 clusters Score -533630.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -533777.750000 Penalty: 4273.871582
	Iteration 6Q: 3 clusters Score -533777.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -533917.687500 Penalty: 4273.871582
	Iteration 7Q: 3 clusters Score -533917.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -534082.250000 Penalty: 4273.871582
	Iteration 8Q: 3 clusters Score -534082.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -534264.375000 Penalty: 4273.871582
	Iteration 9Q: 3 clusters Score -534264.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -534448.187500 Penalty: 4273.871582
	Iteration 10Q: 3 clusters Score -534448.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -534646.500000 Penalty: 4273.871582
	Iteration 11Q: 3 clusters Score -534646.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -534809.500000 Penalty: 4273.871582
	Iteration 12Q: 3 clusters Score -534809.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -534951.375000 Penalty: 4273.871582
	Iteration 13Q: 3 clusters Score -534951.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -535064.375000 Penalty: 4273.871582
	Iteration 14Q: 3 clusters Score -535064.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -535118.625000 Penalty: 4273.871582
	Iteration 15Q: 3 clusters Score -535118.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -535153.875000 Penalty: 4273.871582
	Iteration 16Q: 3 clusters Score -535153.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -535178.812500 Penalty: 4273.871582
	Iteration 17Q: 3 clusters Score -535178.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -535194.375000 Penalty: 4273.871582
	Iteration 18Q: 3 clusters Score -535194.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -535203.687500 Penalty: 4273.871582
	Iteration 19Q: 3 clusters Score -535203.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -535216.812500 Penalty: 4273.871582
	Iteration 20F: 3 clusters Score -535216.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -535226.937500 Penalty: 4273.871582
	Iteration 21Q: 3 clusters Score -535226.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -535234.250000 Penalty: 4273.871582
	Iteration 22Q: 3 clusters Score -535234.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -535238.375000 Penalty: 4273.871582
	Iteration 23Q: 3 clusters Score -535238.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -535243.062500 Penalty: 4273.871582
	Iteration 24Q: 3 clusters Score -535243.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -535245.562500 Penalty: 4273.871582
	Iteration 25Q: 3 clusters Score -535245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -535246.937500 Penalty: 4273.871582
	Iteration 26Q: 3 clusters Score -535246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -535248.937500 Penalty: 4273.871582
	Iteration 27Q: 3 clusters Score -535248.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -535251.750000 Penalty: 4273.871582
	Iteration 28Q: 3 clusters Score -535251.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -535254.812500 Penalty: 4273.871582
	Iteration 29Q: 3 clusters Score -535254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -535256.625000 Penalty: 4273.871582
	Iteration 30Q: 3 clusters Score -535256.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -535256.625000 Penalty: 4273.871582
	Iteration 31F: 3 clusters Score -535256.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80258 members 
Entering Unmasked Estep 
Score: -8132408.000000 Penalty: 2800.664551
	Iteration 0F: 2 clusters Score -8132408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -8078801.500000 Penalty: 5601.329102
	Iteration 0F: 3 clusters Score -8078802 nChanged 37743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -8099913.000000 Penalty: 5601.329102
	Iteration 1F: 3 clusters Score -8099913 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -8100621.000000 Penalty: 5601.329102
	Iteration 2Q: 3 clusters Score -8100621 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -8101306.500000 Penalty: 5601.329102
	Iteration 3Q: 3 clusters Score -8101306 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -8102205.000000 Penalty: 5601.329102
	Iteration 4Q: 3 clusters Score -8102205 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -8103185.000000 Penalty: 5601.329102
	Iteration 5Q: 3 clusters Score -8103185 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -8104394.500000 Penalty: 5601.329102
	Iteration 6Q: 3 clusters Score -8104394 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -8105745.000000 Penalty: 5601.329102
	Iteration 7Q: 3 clusters Score -8105745 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -8107517.000000 Penalty: 5601.329102
	Iteration 8Q: 3 clusters Score -8107517 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -8109832.500000 Penalty: 5601.329102
	Iteration 9F: 3 clusters Score -8109832 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -8112833.500000 Penalty: 5601.329102
	Iteration 10F: 3 clusters Score -8112834 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -8116664.000000 Penalty: 5601.329102
	Iteration 11F: 3 clusters Score -8116664 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -8120807.000000 Penalty: 5601.329102
	Iteration 12F: 3 clusters Score -8120807 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -8124300.000000 Penalty: 5601.329102
	Iteration 13Q: 3 clusters Score -8124300 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -8126750.000000 Penalty: 5601.329102
	Iteration 14Q: 3 clusters Score -8126750 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77648 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -8128205.000000 Penalty: 5601.329102
	Iteration 15Q: 3 clusters Score -8128205 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8128957.000000 Penalty: 5601.329102
	Iteration 16Q: 3 clusters Score -8128957 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78998 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8129323.500000 Penalty: 5601.329102
	Iteration 17Q: 3 clusters Score -8129324 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79240 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8129532.500000 Penalty: 5601.329102
	Iteration 18Q: 3 clusters Score -8129532 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8129674.000000 Penalty: 5601.329102
	Iteration 19Q: 3 clusters Score -8129674 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8129763.000000 Penalty: 5601.329102
	Iteration 20F: 3 clusters Score -8129763 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79541 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8129817.500000 Penalty: 5601.329102
	Iteration 21Q: 3 clusters Score -8129818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8129847.000000 Penalty: 5601.329102
	Iteration 22Q: 3 clusters Score -8129847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8129868.000000 Penalty: 5601.329102
	Iteration 23Q: 3 clusters Score -8129868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79638 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8129885.000000 Penalty: 5601.329102
	Iteration 24Q: 3 clusters Score -8129885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79649 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8129912.500000 Penalty: 5601.329102
	Iteration 25Q: 3 clusters Score -8129912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8129905.500000 Penalty: 5601.329102
	Iteration 26Q: 3 clusters Score -8129906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8129923.500000 Penalty: 5601.329102
	Iteration 27Q: 3 clusters Score -8129924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79670 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8129923.500000 Penalty: 5601.329102
	Iteration 28Q: 3 clusters Score -8129924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79680 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8129924.000000 Penalty: 5601.329102
	Iteration 29Q: 3 clusters Score -8129924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79689 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8129930.500000 Penalty: 5601.329102
	Iteration 30Q: 3 clusters Score -8129930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8129935.500000 Penalty: 5601.329102
	Iteration 31Q: 3 clusters Score -8129936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79698 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8129931.500000 Penalty: 5601.329102
	Iteration 32Q: 3 clusters Score -8129932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8129940.000000 Penalty: 5601.329102
	Iteration 33Q: 3 clusters Score -8129940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79708 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8129943.500000 Penalty: 5601.329102
	Iteration 34Q: 3 clusters Score -8129944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8129948.500000 Penalty: 5601.329102
	Iteration 35Q: 3 clusters Score -8129948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79717 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8129953.000000 Penalty: 5601.329102
	Iteration 36Q: 3 clusters Score -8129953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79721 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8129965.500000 Penalty: 5601.329102
	Iteration 37Q: 3 clusters Score -8129966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79722 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8129963.000000 Penalty: 5601.329102
	Iteration 38Q: 3 clusters Score -8129963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8129963.000000 Penalty: 5601.329102
	Iteration 39Q: 3 clusters Score -8129963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8129956.500000 Penalty: 5601.329102
	Iteration 40F: 3 clusters Score -8129956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8129961.500000 Penalty: 5601.329102
	Iteration 41Q: 3 clusters Score -8129962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8129963.000000 Penalty: 5601.329102
	Iteration 42Q: 3 clusters Score -8129963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79730 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8129966.000000 Penalty: 5601.329102
	Iteration 43Q: 3 clusters Score -8129966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8129965.000000 Penalty: 5601.329102
	Iteration 44Q: 3 clusters Score -8129965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8129974.500000 Penalty: 5601.329102
	Iteration 45Q: 3 clusters Score -8129974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8129967.000000 Penalty: 5601.329102
	Iteration 46Q: 3 clusters Score -8129967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8129970.000000 Penalty: 5601.329102
	Iteration 47Q: 3 clusters Score -8129970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8129970.000000 Penalty: 5601.329102
	Iteration 48F: 3 clusters Score -8129970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (230599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230599 members 
Entering Unmasked Estep 
Score: -23205866.000000 Penalty: 3062.411865
	Iteration 0F: 2 clusters Score -2.320587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115328 members 
Mstep: Class 2 contains 115271 members 
Entering Unmasked Estep 
Score: -23054500.000000 Penalty: 6124.823730
	Iteration 0F: 3 clusters Score -2.30545e+07 nChanged 111292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118026 members 
Mstep: Class 2 contains 112573 members 
Entering Unmasked Estep 
Score: -23119720.000000 Penalty: 6124.823730
	Iteration 1F: 3 clusters Score -2.311972e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119828 members 
Mstep: Class 2 contains 110771 members 
Entering Unmasked Estep 
Score: -23121284.000000 Penalty: 6124.823730
	Iteration 2Q: 3 clusters Score -2.312128e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122576 members 
Mstep: Class 2 contains 108023 members 
Entering Unmasked Estep 
Score: -23123132.000000 Penalty: 6124.823730
	Iteration 3Q: 3 clusters Score -2.312313e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126764 members 
Mstep: Class 2 contains 103835 members 
Entering Unmasked Estep 
Score: -23125718.000000 Penalty: 6124.823730
	Iteration 4Q: 3 clusters Score -2.312572e+07 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132785 members 
Mstep: Class 2 contains 97814 members 
Entering Unmasked Estep 
Score: -23129654.000000 Penalty: 6124.823730
	Iteration 5Q: 3 clusters Score -2.312965e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141298 members 
Mstep: Class 2 contains 89301 members 
Entering Unmasked Estep 
Score: -23135304.000000 Penalty: 6124.823730
	Iteration 6F: 3 clusters Score -2.31353e+07 nChanged 13866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152548 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
Score: -23143114.000000 Penalty: 6124.823730
	Iteration 7F: 3 clusters Score -2.314311e+07 nChanged 15251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166297 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -23153126.000000 Penalty: 6124.823730
	Iteration 8F: 3 clusters Score -2.315313e+07 nChanged 15424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181131 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -23164756.000000 Penalty: 6124.823730
	Iteration 9F: 3 clusters Score -2.316476e+07 nChanged 14576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195537 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -23176500.000000 Penalty: 6124.823730
	Iteration 10F: 3 clusters Score -2.31765e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207546 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -23186350.000000 Penalty: 6124.823730
	Iteration 11F: 3 clusters Score -2.318635e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215864 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -23193438.000000 Penalty: 6124.823730
	Iteration 12Q: 3 clusters Score -2.319344e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221030 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -23197686.000000 Penalty: 6124.823730
	Iteration 13Q: 3 clusters Score -2.319769e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224028 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -23200190.000000 Penalty: 6124.823730
	Iteration 14Q: 3 clusters Score -2.320019e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225752 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -23201600.000000 Penalty: 6124.823730
	Iteration 15Q: 3 clusters Score -2.32016e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226800 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -23202384.000000 Penalty: 6124.823730
	Iteration 16Q: 3 clusters Score -2.320238e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227458 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -23202894.000000 Penalty: 6124.823730
	Iteration 17Q: 3 clusters Score -2.320289e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227866 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -23203210.000000 Penalty: 6124.823730
	Iteration 18Q: 3 clusters Score -2.320321e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228121 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -23203328.000000 Penalty: 6124.823730
	Iteration 19Q: 3 clusters Score -2.320333e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228304 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -23203374.000000 Penalty: 6124.823730
	Iteration 20F: 3 clusters Score -2.320337e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228440 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -23203458.000000 Penalty: 6124.823730
	Iteration 21Q: 3 clusters Score -2.320346e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228536 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -23203508.000000 Penalty: 6124.823730
	Iteration 22Q: 3 clusters Score -2.320351e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228606 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -23203548.000000 Penalty: 6124.823730
	Iteration 23Q: 3 clusters Score -2.320355e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228656 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -23203526.000000 Penalty: 6124.823730
	Iteration 24Q: 3 clusters Score -2.320353e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228696 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -23203566.000000 Penalty: 6124.823730
	Iteration 25Q: 3 clusters Score -2.320357e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228738 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -23203600.000000 Penalty: 6124.823730
	Iteration 26Q: 3 clusters Score -2.32036e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228779 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -23203634.000000 Penalty: 6124.823730
	Iteration 27Q: 3 clusters Score -2.320363e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228813 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -23203614.000000 Penalty: 6124.823730
	Iteration 28Q: 3 clusters Score -2.320361e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228842 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -23203594.000000 Penalty: 6124.823730
	Iteration 29Q: 3 clusters Score -2.320359e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228858 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -23203626.000000 Penalty: 6124.823730
	Iteration 30Q: 3 clusters Score -2.320363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228870 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -23203630.000000 Penalty: 6124.823730
	Iteration 31Q: 3 clusters Score -2.320363e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228876 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -23203626.000000 Penalty: 6124.823730
	Iteration 32Q: 3 clusters Score -2.320363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228880 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -23203620.000000 Penalty: 6124.823730
	Iteration 33Q: 3 clusters Score -2.320362e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228886 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -23203626.000000 Penalty: 6124.823730
	Iteration 34Q: 3 clusters Score -2.320363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228893 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -23203648.000000 Penalty: 6124.823730
	Iteration 35Q: 3 clusters Score -2.320365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228894 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -23203646.000000 Penalty: 6124.823730
	Iteration 36Q: 3 clusters Score -2.320365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228894 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -23203654.000000 Penalty: 6124.823730
	Iteration 37Q: 3 clusters Score -2.320365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228897 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -23203648.000000 Penalty: 6124.823730
	Iteration 38Q: 3 clusters Score -2.320365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228898 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -23203668.000000 Penalty: 6124.823730
	Iteration 39Q: 3 clusters Score -2.320367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228899 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23203656.000000 Penalty: 6124.823730
	Iteration 40F: 3 clusters Score -2.320366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228900 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -23203654.000000 Penalty: 6124.823730
	Iteration 41Q: 3 clusters Score -2.320365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228899 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23203650.000000 Penalty: 6124.823730
	Iteration 42Q: 3 clusters Score -2.320365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228899 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23203652.000000 Penalty: 6124.823730
	Iteration 43Q: 3 clusters Score -2.320365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228898 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -23203638.000000 Penalty: 6124.823730
	Iteration 44Q: 3 clusters Score -2.320364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228899 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23203650.000000 Penalty: 6124.823730
	Iteration 45Q: 3 clusters Score -2.320365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228900 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -23203642.000000 Penalty: 6124.823730
	Iteration 46Q: 3 clusters Score -2.320364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228900 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -23203642.000000 Penalty: 6124.823730
	Iteration 47F: 3 clusters Score -2.320364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Entering Unmasked Estep 
Score: -2199818.250000 Penalty: 2483.860352
	Iteration 0F: 2 clusters Score -2199818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2184203.000000 Penalty: 4967.720703
	Iteration 0F: 3 clusters Score -2184203 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2189412.500000 Penalty: 4967.720703
	Iteration 1F: 3 clusters Score -2189412 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2189703.500000 Penalty: 4967.720703
	Iteration 2Q: 3 clusters Score -2189704 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2189922.250000 Penalty: 4967.720703
	Iteration 3Q: 3 clusters Score -2189922 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2190118.500000 Penalty: 4967.720703
	Iteration 4Q: 3 clusters Score -2190118 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2190297.750000 Penalty: 4967.720703
	Iteration 5Q: 3 clusters Score -2190298 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2190468.750000 Penalty: 4967.720703
	Iteration 6Q: 3 clusters Score -2190469 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2190655.000000 Penalty: 4967.720703
	Iteration 7Q: 3 clusters Score -2190655 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2190847.750000 Penalty: 4967.720703
	Iteration 8Q: 3 clusters Score -2190848 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2191042.250000 Penalty: 4967.720703
	Iteration 9Q: 3 clusters Score -2191042 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2191270.250000 Penalty: 4967.720703
	Iteration 10Q: 3 clusters Score -2191270 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2191540.000000 Penalty: 4967.720703
	Iteration 11Q: 3 clusters Score -2191540 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2191838.250000 Penalty: 4967.720703
	Iteration 12Q: 3 clusters Score -2191838 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2192179.500000 Penalty: 4967.720703
	Iteration 13Q: 3 clusters Score -2192180 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2192607.000000 Penalty: 4967.720703
	Iteration 14Q: 3 clusters Score -2192607 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2193131.750000 Penalty: 4967.720703
	Iteration 15Q: 3 clusters Score -2193132 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2193736.000000 Penalty: 4967.720703
	Iteration 16Q: 3 clusters Score -2193736 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2194398.250000 Penalty: 4967.720703
	Iteration 17Q: 3 clusters Score -2194398 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2194829.500000 Penalty: 4967.720703
	Iteration 18Q: 3 clusters Score -2194830 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2195077.500000 Penalty: 4967.720703
	Iteration 19Q: 3 clusters Score -2195078 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2195205.250000 Penalty: 4967.720703
	Iteration 20F: 3 clusters Score -2195205 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2195314.250000 Penalty: 4967.720703
	Iteration 21Q: 3 clusters Score -2195314 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2195379.250000 Penalty: 4967.720703
	Iteration 22Q: 3 clusters Score -2195379 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2195431.250000 Penalty: 4967.720703
	Iteration 23Q: 3 clusters Score -2195431 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2195487.750000 Penalty: 4967.720703
	Iteration 24Q: 3 clusters Score -2195488 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2195540.500000 Penalty: 4967.720703
	Iteration 25Q: 3 clusters Score -2195540 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2195580.000000 Penalty: 4967.720703
	Iteration 26Q: 3 clusters Score -2195580 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2195628.750000 Penalty: 4967.720703
	Iteration 27Q: 3 clusters Score -2195629 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2195662.750000 Penalty: 4967.720703
	Iteration 28Q: 3 clusters Score -2195663 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2195707.500000 Penalty: 4967.720703
	Iteration 29Q: 3 clusters Score -2195708 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2195740.250000 Penalty: 4967.720703
	Iteration 30Q: 3 clusters Score -2195740 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2195764.750000 Penalty: 4967.720703
	Iteration 31Q: 3 clusters Score -2195765 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2195783.250000 Penalty: 4967.720703
	Iteration 32Q: 3 clusters Score -2195783 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2195802.500000 Penalty: 4967.720703
	Iteration 33Q: 3 clusters Score -2195802 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2195814.750000 Penalty: 4967.720703
	Iteration 34Q: 3 clusters Score -2195815 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2195831.250000 Penalty: 4967.720703
	Iteration 35Q: 3 clusters Score -2195831 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2195839.500000 Penalty: 4967.720703
	Iteration 36Q: 3 clusters Score -2195840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2195846.250000 Penalty: 4967.720703
	Iteration 37Q: 3 clusters Score -2195846 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2195850.250000 Penalty: 4967.720703
	Iteration 38Q: 3 clusters Score -2195850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2195859.500000 Penalty: 4967.720703
	Iteration 39Q: 3 clusters Score -2195860 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2195866.000000 Penalty: 4967.720703
	Iteration 40F: 3 clusters Score -2195866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2195877.750000 Penalty: 4967.720703
	Iteration 41Q: 3 clusters Score -2195878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2195890.500000 Penalty: 4967.720703
	Iteration 42Q: 3 clusters Score -2195890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2195900.750000 Penalty: 4967.720703
	Iteration 43Q: 3 clusters Score -2195901 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2195903.500000 Penalty: 4967.720703
	Iteration 44Q: 3 clusters Score -2195904 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2195923.000000 Penalty: 4967.720703
	Iteration 45Q: 3 clusters Score -2195923 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2195936.750000 Penalty: 4967.720703
	Iteration 46Q: 3 clusters Score -2195937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2195949.000000 Penalty: 4967.720703
	Iteration 47Q: 3 clusters Score -2195949 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2195965.250000 Penalty: 4967.720703
	Iteration 48Q: 3 clusters Score -2195965 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2195973.250000 Penalty: 4967.720703
	Iteration 49Q: 3 clusters Score -2195973 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2196000.250000 Penalty: 4967.720703
	Iteration 50Q: 3 clusters Score -2196000 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2196019.250000 Penalty: 4967.720703
	Iteration 51Q: 3 clusters Score -2196019 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2196038.750000 Penalty: 4967.720703
	Iteration 52Q: 3 clusters Score -2196039 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2196062.750000 Penalty: 4967.720703
	Iteration 53Q: 3 clusters Score -2196063 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2196085.250000 Penalty: 4967.720703
	Iteration 54Q: 3 clusters Score -2196085 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2196105.250000 Penalty: 4967.720703
	Iteration 55Q: 3 clusters Score -2196105 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2196125.250000 Penalty: 4967.720703
	Iteration 56Q: 3 clusters Score -2196125 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2196150.500000 Penalty: 4967.720703
	Iteration 57Q: 3 clusters Score -2196150 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2196176.500000 Penalty: 4967.720703
	Iteration 58Q: 3 clusters Score -2196176 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2196199.000000 Penalty: 4967.720703
	Iteration 59Q: 3 clusters Score -2196199 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2196210.000000 Penalty: 4967.720703
	Iteration 60F: 3 clusters Score -2196210 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2196238.000000 Penalty: 4967.720703
	Iteration 61Q: 3 clusters Score -2196238 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2196258.750000 Penalty: 4967.720703
	Iteration 62Q: 3 clusters Score -2196259 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2196270.750000 Penalty: 4967.720703
	Iteration 63Q: 3 clusters Score -2196271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2196295.000000 Penalty: 4967.720703
	Iteration 64Q: 3 clusters Score -2196295 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2196311.250000 Penalty: 4967.720703
	Iteration 65Q: 3 clusters Score -2196311 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2196329.500000 Penalty: 4967.720703
	Iteration 66Q: 3 clusters Score -2196330 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2196337.250000 Penalty: 4967.720703
	Iteration 67Q: 3 clusters Score -2196337 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2196352.500000 Penalty: 4967.720703
	Iteration 68Q: 3 clusters Score -2196352 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2196376.000000 Penalty: 4967.720703
	Iteration 69Q: 3 clusters Score -2196376 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2196402.500000 Penalty: 4967.720703
	Iteration 70Q: 3 clusters Score -2196402 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2196430.250000 Penalty: 4967.720703
	Iteration 71Q: 3 clusters Score -2196430 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2196462.500000 Penalty: 4967.720703
	Iteration 72Q: 3 clusters Score -2196462 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2196491.000000 Penalty: 4967.720703
	Iteration 73Q: 3 clusters Score -2196491 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2196519.250000 Penalty: 4967.720703
	Iteration 74Q: 3 clusters Score -2196519 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2196555.250000 Penalty: 4967.720703
	Iteration 75Q: 3 clusters Score -2196555 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2196584.250000 Penalty: 4967.720703
	Iteration 76Q: 3 clusters Score -2196584 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2196620.000000 Penalty: 4967.720703
	Iteration 77Q: 3 clusters Score -2196620 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2196685.000000 Penalty: 4967.720703
	Iteration 78Q: 3 clusters Score -2196685 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2196771.250000 Penalty: 4967.720703
	Iteration 79Q: 3 clusters Score -2196771 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2196887.250000 Penalty: 4967.720703
	Iteration 80F: 3 clusters Score -2196887 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2197006.750000 Penalty: 4967.720703
	Iteration 81Q: 3 clusters Score -2197007 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2197115.000000 Penalty: 4967.720703
	Iteration 82Q: 3 clusters Score -2197115 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2197212.000000 Penalty: 4967.720703
	Iteration 83Q: 3 clusters Score -2197212 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2197282.500000 Penalty: 4967.720703
	Iteration 84Q: 3 clusters Score -2197282 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2197333.500000 Penalty: 4967.720703
	Iteration 85Q: 3 clusters Score -2197334 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2197365.000000 Penalty: 4967.720703
	Iteration 86Q: 3 clusters Score -2197365 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2197402.000000 Penalty: 4967.720703
	Iteration 87Q: 3 clusters Score -2197402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2197423.250000 Penalty: 4967.720703
	Iteration 88Q: 3 clusters Score -2197423 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2197442.000000 Penalty: 4967.720703
	Iteration 89Q: 3 clusters Score -2197442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2197459.250000 Penalty: 4967.720703
	Iteration 90Q: 3 clusters Score -2197459 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2197475.500000 Penalty: 4967.720703
	Iteration 91Q: 3 clusters Score -2197476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2197487.250000 Penalty: 4967.720703
	Iteration 92Q: 3 clusters Score -2197487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2197499.750000 Penalty: 4967.720703
	Iteration 93Q: 3 clusters Score -2197500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2197518.500000 Penalty: 4967.720703
	Iteration 94Q: 3 clusters Score -2197518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2197518.750000 Penalty: 4967.720703
	Iteration 95Q: 3 clusters Score -2197519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2197523.750000 Penalty: 4967.720703
	Iteration 96Q: 3 clusters Score -2197524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2197531.500000 Penalty: 4967.720703
	Iteration 97Q: 3 clusters Score -2197532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2197537.500000 Penalty: 4967.720703
	Iteration 98Q: 3 clusters Score -2197538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2197539.750000 Penalty: 4967.720703
	Iteration 99Q: 3 clusters Score -2197540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2197544.750000 Penalty: 4967.720703
	Iteration 100F: 3 clusters Score -2197545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2197549.000000 Penalty: 4967.720703
	Iteration 101Q: 3 clusters Score -2197549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2197553.500000 Penalty: 4967.720703
	Iteration 102Q: 3 clusters Score -2197554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2197556.750000 Penalty: 4967.720703
	Iteration 103Q: 3 clusters Score -2197557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2197560.000000 Penalty: 4967.720703
	Iteration 104Q: 3 clusters Score -2197560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2197561.000000 Penalty: 4967.720703
	Iteration 105Q: 3 clusters Score -2197561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2197559.500000 Penalty: 4967.720703
	Iteration 106Q: 3 clusters Score -2197560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2197562.500000 Penalty: 4967.720703
	Iteration 107Q: 3 clusters Score -2197562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2197566.250000 Penalty: 4967.720703
	Iteration 108Q: 3 clusters Score -2197566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2197562.500000 Penalty: 4967.720703
	Iteration 109Q: 3 clusters Score -2197562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2197565.500000 Penalty: 4967.720703
	Iteration 110Q: 3 clusters Score -2197566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2197566.250000 Penalty: 4967.720703
	Iteration 111Q: 3 clusters Score -2197566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2197568.750000 Penalty: 4967.720703
	Iteration 112Q: 3 clusters Score -2197569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2197567.750000 Penalty: 4967.720703
	Iteration 113Q: 3 clusters Score -2197568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2197568.250000 Penalty: 4967.720703
	Iteration 114Q: 3 clusters Score -2197568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2197568.250000 Penalty: 4967.720703
	Iteration 115F: 3 clusters Score -2197568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (183892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183892 members 
Entering Unmasked Estep 
Score: -18494516.000000 Penalty: 3006.281738
	Iteration 0F: 2 clusters Score -1.849452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 91897 members 
Entering Unmasked Estep 
Score: -18371470.000000 Penalty: 6012.563477
	Iteration 0F: 3 clusters Score -1.837147e+07 nChanged 88319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 91372 members 
Entering Unmasked Estep 
Score: -18422596.000000 Penalty: 6012.563477
	Iteration 1F: 3 clusters Score -1.84226e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93258 members 
Mstep: Class 2 contains 90634 members 
Entering Unmasked Estep 
Score: -18423436.000000 Penalty: 6012.563477
	Iteration 2Q: 3 clusters Score -1.842344e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94451 members 
Mstep: Class 2 contains 89441 members 
Entering Unmasked Estep 
Score: -18424288.000000 Penalty: 6012.563477
	Iteration 3Q: 3 clusters Score -1.842429e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 87477 members 
Entering Unmasked Estep 
Score: -18425280.000000 Penalty: 6012.563477
	Iteration 4Q: 3 clusters Score -1.842528e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99467 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -18426626.000000 Penalty: 6012.563477
	Iteration 5Q: 3 clusters Score -1.842663e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 79827 members 
Entering Unmasked Estep 
Score: -18428764.000000 Penalty: 6012.563477
	Iteration 6Q: 3 clusters Score -1.842876e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110707 members 
Mstep: Class 2 contains 73185 members 
Entering Unmasked Estep 
Score: -18432284.000000 Penalty: 6012.563477
	Iteration 7Q: 3 clusters Score -1.843228e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119896 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -18437844.000000 Penalty: 6012.563477
	Iteration 8F: 3 clusters Score -1.843784e+07 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131670 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -18446304.000000 Penalty: 6012.563477
	Iteration 9F: 3 clusters Score -1.84463e+07 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145186 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -18457336.000000 Penalty: 6012.563477
	Iteration 10F: 3 clusters Score -1.845734e+07 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -18469132.000000 Penalty: 6012.563477
	Iteration 11F: 3 clusters Score -1.846913e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169346 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -18479120.000000 Penalty: 6012.563477
	Iteration 12F: 3 clusters Score -1.847912e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176601 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -18485650.000000 Penalty: 6012.563477
	Iteration 13Q: 3 clusters Score -1.848565e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180533 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -18489124.000000 Penalty: 6012.563477
	Iteration 14Q: 3 clusters Score -1.848912e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182312 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -18490624.000000 Penalty: 6012.563477
	Iteration 15Q: 3 clusters Score -1.849062e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182991 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -18491252.000000 Penalty: 6012.563477
	Iteration 16Q: 3 clusters Score -1.849125e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183259 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -18491542.000000 Penalty: 6012.563477
	Iteration 17Q: 3 clusters Score -1.849154e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183358 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -18491664.000000 Penalty: 6012.563477
	Iteration 18Q: 3 clusters Score -1.849166e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183402 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -18491748.000000 Penalty: 6012.563477
	Iteration 19Q: 3 clusters Score -1.849175e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183428 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -18491776.000000 Penalty: 6012.563477
	Iteration 20F: 3 clusters Score -1.849178e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183441 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -18491796.000000 Penalty: 6012.563477
	Iteration 21Q: 3 clusters Score -1.84918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183456 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -18491822.000000 Penalty: 6012.563477
	Iteration 22Q: 3 clusters Score -1.849182e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183469 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -18491840.000000 Penalty: 6012.563477
	Iteration 23Q: 3 clusters Score -1.849184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183478 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -18491850.000000 Penalty: 6012.563477
	Iteration 24Q: 3 clusters Score -1.849185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183487 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -18491834.000000 Penalty: 6012.563477
	Iteration 25Q: 3 clusters Score -1.849183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183491 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -18491858.000000 Penalty: 6012.563477
	Iteration 26Q: 3 clusters Score -1.849186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183498 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -18491866.000000 Penalty: 6012.563477
	Iteration 27Q: 3 clusters Score -1.849187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183500 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -18491874.000000 Penalty: 6012.563477
	Iteration 28Q: 3 clusters Score -1.849187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183506 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -18491880.000000 Penalty: 6012.563477
	Iteration 29Q: 3 clusters Score -1.849188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183508 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -18491886.000000 Penalty: 6012.563477
	Iteration 30Q: 3 clusters Score -1.849189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183511 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -18491910.000000 Penalty: 6012.563477
	Iteration 31Q: 3 clusters Score -1.849191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183514 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18491912.000000 Penalty: 6012.563477
	Iteration 32Q: 3 clusters Score -1.849191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183517 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -18491912.000000 Penalty: 6012.563477
	Iteration 33Q: 3 clusters Score -1.849191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183517 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -18491912.000000 Penalty: 6012.563477
	Iteration 34F: 3 clusters Score -1.849191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Entering Unmasked Estep 
Score: -1924351.250000 Penalty: 2450.636719
	Iteration 0F: 2 clusters Score -1924351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1910537.125000 Penalty: 4901.273438
	Iteration 0F: 3 clusters Score -1910537 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1915059.750000 Penalty: 4901.273438
	Iteration 1F: 3 clusters Score -1915060 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1915380.000000 Penalty: 4901.273438
	Iteration 2Q: 3 clusters Score -1915380 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1915636.875000 Penalty: 4901.273438
	Iteration 3Q: 3 clusters Score -1915637 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1915878.500000 Penalty: 4901.273438
	Iteration 4Q: 3 clusters Score -1915878 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1916085.250000 Penalty: 4901.273438
	Iteration 5Q: 3 clusters Score -1916085 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1916291.875000 Penalty: 4901.273438
	Iteration 6Q: 3 clusters Score -1916292 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1916514.500000 Penalty: 4901.273438
	Iteration 7Q: 3 clusters Score -1916514 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1916734.875000 Penalty: 4901.273438
	Iteration 8Q: 3 clusters Score -1916735 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1916937.750000 Penalty: 4901.273438
	Iteration 9Q: 3 clusters Score -1916938 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1917166.500000 Penalty: 4901.273438
	Iteration 10Q: 3 clusters Score -1917166 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1917387.500000 Penalty: 4901.273438
	Iteration 11Q: 3 clusters Score -1917388 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1917602.625000 Penalty: 4901.273438
	Iteration 12Q: 3 clusters Score -1917603 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1917806.875000 Penalty: 4901.273438
	Iteration 13Q: 3 clusters Score -1917807 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1917990.875000 Penalty: 4901.273438
	Iteration 14Q: 3 clusters Score -1917991 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1918180.375000 Penalty: 4901.273438
	Iteration 15Q: 3 clusters Score -1918180 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1918373.250000 Penalty: 4901.273438
	Iteration 16Q: 3 clusters Score -1918373 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1918568.125000 Penalty: 4901.273438
	Iteration 17Q: 3 clusters Score -1918568 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1918783.125000 Penalty: 4901.273438
	Iteration 18Q: 3 clusters Score -1918783 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1919056.375000 Penalty: 4901.273438
	Iteration 19Q: 3 clusters Score -1919056 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1919439.000000 Penalty: 4901.273438
	Iteration 20F: 3 clusters Score -1919439 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1919847.625000 Penalty: 4901.273438
	Iteration 21Q: 3 clusters Score -1919848 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1920139.000000 Penalty: 4901.273438
	Iteration 22Q: 3 clusters Score -1920139 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1920309.375000 Penalty: 4901.273438
	Iteration 23Q: 3 clusters Score -1920309 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1920406.500000 Penalty: 4901.273438
	Iteration 24Q: 3 clusters Score -1920406 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1920471.375000 Penalty: 4901.273438
	Iteration 25Q: 3 clusters Score -1920471 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1920522.250000 Penalty: 4901.273438
	Iteration 26Q: 3 clusters Score -1920522 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1920567.375000 Penalty: 4901.273438
	Iteration 27Q: 3 clusters Score -1920567 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1920595.875000 Penalty: 4901.273438
	Iteration 28Q: 3 clusters Score -1920596 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1920629.750000 Penalty: 4901.273438
	Iteration 29Q: 3 clusters Score -1920630 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1920658.625000 Penalty: 4901.273438
	Iteration 30Q: 3 clusters Score -1920659 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1920681.750000 Penalty: 4901.273438
	Iteration 31Q: 3 clusters Score -1920682 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1920718.875000 Penalty: 4901.273438
	Iteration 32Q: 3 clusters Score -1920719 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1920746.000000 Penalty: 4901.273438
	Iteration 33Q: 3 clusters Score -1920746 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1920773.000000 Penalty: 4901.273438
	Iteration 34Q: 3 clusters Score -1920773 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1920799.875000 Penalty: 4901.273438
	Iteration 35Q: 3 clusters Score -1920800 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1920823.750000 Penalty: 4901.273438
	Iteration 36Q: 3 clusters Score -1920824 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1920846.250000 Penalty: 4901.273438
	Iteration 37Q: 3 clusters Score -1920846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1920864.000000 Penalty: 4901.273438
	Iteration 38Q: 3 clusters Score -1920864 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1920875.875000 Penalty: 4901.273438
	Iteration 39Q: 3 clusters Score -1920876 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1920889.625000 Penalty: 4901.273438
	Iteration 40F: 3 clusters Score -1920890 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1920904.875000 Penalty: 4901.273438
	Iteration 41Q: 3 clusters Score -1920905 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1920934.125000 Penalty: 4901.273438
	Iteration 42Q: 3 clusters Score -1920934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1920960.500000 Penalty: 4901.273438
	Iteration 43Q: 3 clusters Score -1920960 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1920976.500000 Penalty: 4901.273438
	Iteration 44Q: 3 clusters Score -1920976 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1921003.375000 Penalty: 4901.273438
	Iteration 45Q: 3 clusters Score -1921003 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1921020.500000 Penalty: 4901.273438
	Iteration 46Q: 3 clusters Score -1921020 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1921045.125000 Penalty: 4901.273438
	Iteration 47Q: 3 clusters Score -1921045 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1921065.750000 Penalty: 4901.273438
	Iteration 48Q: 3 clusters Score -1921066 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1921107.375000 Penalty: 4901.273438
	Iteration 49Q: 3 clusters Score -1921107 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1921144.625000 Penalty: 4901.273438
	Iteration 50Q: 3 clusters Score -1921145 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1921169.000000 Penalty: 4901.273438
	Iteration 51Q: 3 clusters Score -1921169 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1921200.750000 Penalty: 4901.273438
	Iteration 52Q: 3 clusters Score -1921201 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1921242.500000 Penalty: 4901.273438
	Iteration 53Q: 3 clusters Score -1921242 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1921285.250000 Penalty: 4901.273438
	Iteration 54Q: 3 clusters Score -1921285 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1921327.625000 Penalty: 4901.273438
	Iteration 55Q: 3 clusters Score -1921328 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1921359.625000 Penalty: 4901.273438
	Iteration 56Q: 3 clusters Score -1921360 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -1921385.125000 Penalty: 4901.273438
	Iteration 57Q: 3 clusters Score -1921385 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1921421.625000 Penalty: 4901.273438
	Iteration 58Q: 3 clusters Score -1921422 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1921462.125000 Penalty: 4901.273438
	Iteration 59Q: 3 clusters Score -1921462 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1921511.250000 Penalty: 4901.273438
	Iteration 60F: 3 clusters Score -1921511 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1921557.625000 Penalty: 4901.273438
	Iteration 61Q: 3 clusters Score -1921558 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1921620.875000 Penalty: 4901.273438
	Iteration 62Q: 3 clusters Score -1921621 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1921680.125000 Penalty: 4901.273438
	Iteration 63Q: 3 clusters Score -1921680 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -1921749.250000 Penalty: 4901.273438
	Iteration 64Q: 3 clusters Score -1921749 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -1921797.250000 Penalty: 4901.273438
	Iteration 65Q: 3 clusters Score -1921797 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1921844.125000 Penalty: 4901.273438
	Iteration 66Q: 3 clusters Score -1921844 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1921880.250000 Penalty: 4901.273438
	Iteration 67Q: 3 clusters Score -1921880 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -1921902.750000 Penalty: 4901.273438
	Iteration 68Q: 3 clusters Score -1921903 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -1921936.125000 Penalty: 4901.273438
	Iteration 69Q: 3 clusters Score -1921936 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -1921951.750000 Penalty: 4901.273438
	Iteration 70Q: 3 clusters Score -1921952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1921977.875000 Penalty: 4901.273438
	Iteration 71Q: 3 clusters Score -1921978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -1921995.625000 Penalty: 4901.273438
	Iteration 72Q: 3 clusters Score -1921996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -1922011.875000 Penalty: 4901.273438
	Iteration 73Q: 3 clusters Score -1922012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1922029.375000 Penalty: 4901.273438
	Iteration 74Q: 3 clusters Score -1922029 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1922043.375000 Penalty: 4901.273438
	Iteration 75Q: 3 clusters Score -1922043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -1922060.250000 Penalty: 4901.273438
	Iteration 76Q: 3 clusters Score -1922060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1922064.750000 Penalty: 4901.273438
	Iteration 77Q: 3 clusters Score -1922065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1922073.750000 Penalty: 4901.273438
	Iteration 78Q: 3 clusters Score -1922074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1922085.250000 Penalty: 4901.273438
	Iteration 79Q: 3 clusters Score -1922085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1922092.500000 Penalty: 4901.273438
	Iteration 80F: 3 clusters Score -1922092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -1922103.750000 Penalty: 4901.273438
	Iteration 81Q: 3 clusters Score -1922104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1922099.750000 Penalty: 4901.273438
	Iteration 82Q: 3 clusters Score -1922100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1922101.375000 Penalty: 4901.273438
	Iteration 83Q: 3 clusters Score -1922101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -1922105.250000 Penalty: 4901.273438
	Iteration 84Q: 3 clusters Score -1922105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -1922107.750000 Penalty: 4901.273438
	Iteration 85Q: 3 clusters Score -1922108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -1922115.000000 Penalty: 4901.273438
	Iteration 86Q: 3 clusters Score -1922115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -1922116.500000 Penalty: 4901.273438
	Iteration 87Q: 3 clusters Score -1922116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -1922117.875000 Penalty: 4901.273438
	Iteration 88Q: 3 clusters Score -1922118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -1922119.750000 Penalty: 4901.273438
	Iteration 89Q: 3 clusters Score -1922120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -1922128.125000 Penalty: 4901.273438
	Iteration 90Q: 3 clusters Score -1922128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -1922130.750000 Penalty: 4901.273438
	Iteration 91Q: 3 clusters Score -1922131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1922135.125000 Penalty: 4901.273438
	Iteration 92Q: 3 clusters Score -1922135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -1922144.250000 Penalty: 4901.273438
	Iteration 93Q: 3 clusters Score -1922144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -1922147.250000 Penalty: 4901.273438
	Iteration 94Q: 3 clusters Score -1922147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -1922153.000000 Penalty: 4901.273438
	Iteration 95Q: 3 clusters Score -1922153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -1922162.000000 Penalty: 4901.273438
	Iteration 96Q: 3 clusters Score -1922162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -1922163.500000 Penalty: 4901.273438
	Iteration 97Q: 3 clusters Score -1922164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -1922164.375000 Penalty: 4901.273438
	Iteration 98Q: 3 clusters Score -1922164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -1922172.500000 Penalty: 4901.273438
	Iteration 99Q: 3 clusters Score -1922172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1922175.750000 Penalty: 4901.273438
	Iteration 100F: 3 clusters Score -1922176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1922175.125000 Penalty: 4901.273438
	Iteration 101Q: 3 clusters Score -1922175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1922175.125000 Penalty: 4901.273438
	Iteration 102F: 3 clusters Score -1922175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Entering Unmasked Estep 
Score: -1680547.250000 Penalty: 2406.622070
	Iteration 0F: 2 clusters Score -1680547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1668723.875000 Penalty: 4813.244141
	Iteration 0F: 3 clusters Score -1668724 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1672551.125000 Penalty: 4813.244141
	Iteration 1F: 3 clusters Score -1672551 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1672952.500000 Penalty: 4813.244141
	Iteration 2F: 3 clusters Score -1672952 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1673299.750000 Penalty: 4813.244141
	Iteration 3F: 3 clusters Score -1673300 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1673680.000000 Penalty: 4813.244141
	Iteration 4Q: 3 clusters Score -1673680 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1674110.875000 Penalty: 4813.244141
	Iteration 5Q: 3 clusters Score -1674111 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1674619.125000 Penalty: 4813.244141
	Iteration 6F: 3 clusters Score -1674619 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1675271.750000 Penalty: 4813.244141
	Iteration 7F: 3 clusters Score -1675272 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1675988.750000 Penalty: 4813.244141
	Iteration 8F: 3 clusters Score -1675989 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1676705.750000 Penalty: 4813.244141
	Iteration 9F: 3 clusters Score -1676706 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1677341.625000 Penalty: 4813.244141
	Iteration 10Q: 3 clusters Score -1677342 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1677781.875000 Penalty: 4813.244141
	Iteration 11Q: 3 clusters Score -1677782 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1678021.750000 Penalty: 4813.244141
	Iteration 12Q: 3 clusters Score -1678022 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1678177.500000 Penalty: 4813.244141
	Iteration 13Q: 3 clusters Score -1678178 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1678284.375000 Penalty: 4813.244141
	Iteration 14Q: 3 clusters Score -1678284 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1678365.625000 Penalty: 4813.244141
	Iteration 15Q: 3 clusters Score -1678366 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1678424.750000 Penalty: 4813.244141
	Iteration 16Q: 3 clusters Score -1678425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1678454.250000 Penalty: 4813.244141
	Iteration 17Q: 3 clusters Score -1678454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1678478.375000 Penalty: 4813.244141
	Iteration 18Q: 3 clusters Score -1678478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1678507.625000 Penalty: 4813.244141
	Iteration 19Q: 3 clusters Score -1678508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1678522.375000 Penalty: 4813.244141
	Iteration 20F: 3 clusters Score -1678522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1678531.875000 Penalty: 4813.244141
	Iteration 21Q: 3 clusters Score -1678532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1678538.875000 Penalty: 4813.244141
	Iteration 22Q: 3 clusters Score -1678539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1678546.250000 Penalty: 4813.244141
	Iteration 23Q: 3 clusters Score -1678546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1678549.375000 Penalty: 4813.244141
	Iteration 24Q: 3 clusters Score -1678549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1678550.000000 Penalty: 4813.244141
	Iteration 25Q: 3 clusters Score -1678550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1678553.000000 Penalty: 4813.244141
	Iteration 26Q: 3 clusters Score -1678553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1678560.625000 Penalty: 4813.244141
	Iteration 27Q: 3 clusters Score -1678561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1678562.750000 Penalty: 4813.244141
	Iteration 28Q: 3 clusters Score -1678563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1678563.500000 Penalty: 4813.244141
	Iteration 29Q: 3 clusters Score -1678564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1678565.125000 Penalty: 4813.244141
	Iteration 30Q: 3 clusters Score -1678565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1678570.125000 Penalty: 4813.244141
	Iteration 31Q: 3 clusters Score -1678570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1678572.750000 Penalty: 4813.244141
	Iteration 32Q: 3 clusters Score -1678573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1678574.125000 Penalty: 4813.244141
	Iteration 33Q: 3 clusters Score -1678574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1678576.375000 Penalty: 4813.244141
	Iteration 34Q: 3 clusters Score -1678576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1678579.750000 Penalty: 4813.244141
	Iteration 35Q: 3 clusters Score -1678580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1678578.125000 Penalty: 4813.244141
	Iteration 36Q: 3 clusters Score -1678578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1678577.375000 Penalty: 4813.244141
	Iteration 37Q: 3 clusters Score -1678577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1678577.375000 Penalty: 4813.244141
	Iteration 38F: 3 clusters Score -1678577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Entering Unmasked Estep 
Score: -3395847.250000 Penalty: 2609.453857
	Iteration 0F: 2 clusters Score -3395847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3370653.500000 Penalty: 5218.907715
	Iteration 0F: 3 clusters Score -3370654 nChanged 16975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3380059.500000 Penalty: 5218.907715
	Iteration 1F: 3 clusters Score -3380060 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -3380658.500000 Penalty: 5218.907715
	Iteration 2Q: 3 clusters Score -3380658 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3381322.250000 Penalty: 5218.907715
	Iteration 3Q: 3 clusters Score -3381322 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3382022.750000 Penalty: 5218.907715
	Iteration 4Q: 3 clusters Score -3382023 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3382908.500000 Penalty: 5218.907715
	Iteration 5Q: 3 clusters Score -3382908 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3384083.000000 Penalty: 5218.907715
	Iteration 6F: 3 clusters Score -3384083 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3385652.000000 Penalty: 5218.907715
	Iteration 7F: 3 clusters Score -3385652 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3387375.250000 Penalty: 5218.907715
	Iteration 8F: 3 clusters Score -3387375 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3389086.750000 Penalty: 5218.907715
	Iteration 9F: 3 clusters Score -3389087 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3390517.250000 Penalty: 5218.907715
	Iteration 10Q: 3 clusters Score -3390517 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3391435.500000 Penalty: 5218.907715
	Iteration 11Q: 3 clusters Score -3391436 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3392064.000000 Penalty: 5218.907715
	Iteration 12Q: 3 clusters Score -3392064 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3392571.250000 Penalty: 5218.907715
	Iteration 13Q: 3 clusters Score -3392571 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3392985.000000 Penalty: 5218.907715
	Iteration 14Q: 3 clusters Score -3392985 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3393277.250000 Penalty: 5218.907715
	Iteration 15Q: 3 clusters Score -3393277 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3393504.000000 Penalty: 5218.907715
	Iteration 16Q: 3 clusters Score -3393504 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3393634.750000 Penalty: 5218.907715
	Iteration 17Q: 3 clusters Score -3393635 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3393727.500000 Penalty: 5218.907715
	Iteration 18Q: 3 clusters Score -3393728 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3393789.500000 Penalty: 5218.907715
	Iteration 19Q: 3 clusters Score -3393790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3393853.750000 Penalty: 5218.907715
	Iteration 20F: 3 clusters Score -3393854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3393901.500000 Penalty: 5218.907715
	Iteration 21Q: 3 clusters Score -3393902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3393923.000000 Penalty: 5218.907715
	Iteration 22Q: 3 clusters Score -3393923 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3393954.750000 Penalty: 5218.907715
	Iteration 23Q: 3 clusters Score -3393955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3393982.000000 Penalty: 5218.907715
	Iteration 24Q: 3 clusters Score -3393982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3393988.250000 Penalty: 5218.907715
	Iteration 25Q: 3 clusters Score -3393988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3393997.000000 Penalty: 5218.907715
	Iteration 26Q: 3 clusters Score -3393997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3394017.000000 Penalty: 5218.907715
	Iteration 27Q: 3 clusters Score -3394017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3394026.000000 Penalty: 5218.907715
	Iteration 28Q: 3 clusters Score -3394026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3394044.000000 Penalty: 5218.907715
	Iteration 29Q: 3 clusters Score -3394044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3394053.250000 Penalty: 5218.907715
	Iteration 30Q: 3 clusters Score -3394053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3394065.500000 Penalty: 5218.907715
	Iteration 31Q: 3 clusters Score -3394066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3394067.000000 Penalty: 5218.907715
	Iteration 32Q: 3 clusters Score -3394067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3394073.500000 Penalty: 5218.907715
	Iteration 33Q: 3 clusters Score -3394074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3394081.500000 Penalty: 5218.907715
	Iteration 34Q: 3 clusters Score -3394082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3394079.500000 Penalty: 5218.907715
	Iteration 35Q: 3 clusters Score -3394080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3394075.000000 Penalty: 5218.907715
	Iteration 36Q: 3 clusters Score -3394075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3394074.250000 Penalty: 5218.907715
	Iteration 37Q: 3 clusters Score -3394074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3394074.250000 Penalty: 5218.907715
	Iteration 38F: 3 clusters Score -3394074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Entering Unmasked Estep 
Score: -1041187.812500 Penalty: 2303.594971
	Iteration 0F: 2 clusters Score -1041188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1033022.500000 Penalty: 4607.189941
	Iteration 0F: 3 clusters Score -1033022 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1035468.312500 Penalty: 4607.189941
	Iteration 1F: 3 clusters Score -1035468 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1035881.562500 Penalty: 4607.189941
	Iteration 2F: 3 clusters Score -1035882 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1036307.812500 Penalty: 4607.189941
	Iteration 3F: 3 clusters Score -1036308 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1036712.062500 Penalty: 4607.189941
	Iteration 4F: 3 clusters Score -1036712 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1037088.875000 Penalty: 4607.189941
	Iteration 5F: 3 clusters Score -1037089 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1037409.187500 Penalty: 4607.189941
	Iteration 6Q: 3 clusters Score -1037409 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1037696.312500 Penalty: 4607.189941
	Iteration 7Q: 3 clusters Score -1037696 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1037933.437500 Penalty: 4607.189941
	Iteration 8Q: 3 clusters Score -1037933 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1038107.312500 Penalty: 4607.189941
	Iteration 9Q: 3 clusters Score -1038107 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1038245.625000 Penalty: 4607.189941
	Iteration 10Q: 3 clusters Score -1038246 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1038384.000000 Penalty: 4607.189941
	Iteration 11Q: 3 clusters Score -1038384 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1038528.750000 Penalty: 4607.189941
	Iteration 12Q: 3 clusters Score -1038529 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1038677.312500 Penalty: 4607.189941
	Iteration 13Q: 3 clusters Score -1038677 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1038812.187500 Penalty: 4607.189941
	Iteration 14Q: 3 clusters Score -1038812 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1038944.875000 Penalty: 4607.189941
	Iteration 15Q: 3 clusters Score -1038945 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1039101.375000 Penalty: 4607.189941
	Iteration 16Q: 3 clusters Score -1039101 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1039238.687500 Penalty: 4607.189941
	Iteration 17Q: 3 clusters Score -1039239 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1039406.937500 Penalty: 4607.189941
	Iteration 18Q: 3 clusters Score -1039407 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1039547.625000 Penalty: 4607.189941
	Iteration 19Q: 3 clusters Score -1039548 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1039652.125000 Penalty: 4607.189941
	Iteration 20F: 3 clusters Score -1039652 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1039749.000000 Penalty: 4607.189941
	Iteration 21Q: 3 clusters Score -1039749 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1039842.250000 Penalty: 4607.189941
	Iteration 22Q: 3 clusters Score -1039842 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1039916.562500 Penalty: 4607.189941
	Iteration 23Q: 3 clusters Score -1039917 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1039962.375000 Penalty: 4607.189941
	Iteration 24Q: 3 clusters Score -1039962 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1039998.875000 Penalty: 4607.189941
	Iteration 25Q: 3 clusters Score -1039999 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1040020.687500 Penalty: 4607.189941
	Iteration 26Q: 3 clusters Score -1040021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1040031.750000 Penalty: 4607.189941
	Iteration 27Q: 3 clusters Score -1040032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1040037.750000 Penalty: 4607.189941
	Iteration 28Q: 3 clusters Score -1040038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1040046.937500 Penalty: 4607.189941
	Iteration 29Q: 3 clusters Score -1040047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1040052.375000 Penalty: 4607.189941
	Iteration 30Q: 3 clusters Score -1040052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1040059.500000 Penalty: 4607.189941
	Iteration 31Q: 3 clusters Score -1040060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1040063.687500 Penalty: 4607.189941
	Iteration 32Q: 3 clusters Score -1040064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1040072.937500 Penalty: 4607.189941
	Iteration 33Q: 3 clusters Score -1040073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1040080.562500 Penalty: 4607.189941
	Iteration 34Q: 3 clusters Score -1040081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1040086.000000 Penalty: 4607.189941
	Iteration 35Q: 3 clusters Score -1040086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1040097.187500 Penalty: 4607.189941
	Iteration 36Q: 3 clusters Score -1040097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1040100.437500 Penalty: 4607.189941
	Iteration 37Q: 3 clusters Score -1040100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1040106.625000 Penalty: 4607.189941
	Iteration 38Q: 3 clusters Score -1040107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1040107.750000 Penalty: 4607.189941
	Iteration 39Q: 3 clusters Score -1040108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1040109.062500 Penalty: 4607.189941
	Iteration 40F: 3 clusters Score -1040109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1040111.375000 Penalty: 4607.189941
	Iteration 41Q: 3 clusters Score -1040111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1040113.437500 Penalty: 4607.189941
	Iteration 42Q: 3 clusters Score -1040113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1040112.187500 Penalty: 4607.189941
	Iteration 43Q: 3 clusters Score -1040112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1040114.625000 Penalty: 4607.189941
	Iteration 44Q: 3 clusters Score -1040115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1040116.125000 Penalty: 4607.189941
	Iteration 45Q: 3 clusters Score -1040116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1040116.250000 Penalty: 4607.189941
	Iteration 46Q: 3 clusters Score -1040116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1040114.437500 Penalty: 4607.189941
	Iteration 47Q: 3 clusters Score -1040114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1040116.375000 Penalty: 4607.189941
	Iteration 48Q: 3 clusters Score -1040116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1040118.687500 Penalty: 4607.189941
	Iteration 49Q: 3 clusters Score -1040119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1040118.000000 Penalty: 4607.189941
	Iteration 50Q: 3 clusters Score -1040118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1040120.187500 Penalty: 4607.189941
	Iteration 51Q: 3 clusters Score -1040120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1040119.875000 Penalty: 4607.189941
	Iteration 52Q: 3 clusters Score -1040120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1040121.500000 Penalty: 4607.189941
	Iteration 53Q: 3 clusters Score -1040122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1040121.500000 Penalty: 4607.189941
	Iteration 54Q: 3 clusters Score -1040122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1040121.187500 Penalty: 4607.189941
	Iteration 55Q: 3 clusters Score -1040121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1040121.187500 Penalty: 4607.189941
	Iteration 56F: 3 clusters Score -1040121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Entering Unmasked Estep 
Score: -919188.125000 Penalty: 2264.829834
	Iteration 0F: 2 clusters Score -919188.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -911929.625000 Penalty: 4529.659668
	Iteration 0F: 3 clusters Score -911929.6 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -914015.937500 Penalty: 4529.659668
	Iteration 1F: 3 clusters Score -914015.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -914294.125000 Penalty: 4529.659668
	Iteration 2F: 3 clusters Score -914294.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -914517.125000 Penalty: 4529.659668
	Iteration 3Q: 3 clusters Score -914517.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -914739.062500 Penalty: 4529.659668
	Iteration 4Q: 3 clusters Score -914739.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -914964.562500 Penalty: 4529.659668
	Iteration 5Q: 3 clusters Score -914964.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -915286.375000 Penalty: 4529.659668
	Iteration 6Q: 3 clusters Score -915286.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -915601.187500 Penalty: 4529.659668
	Iteration 7Q: 3 clusters Score -915601.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -915915.937500 Penalty: 4529.659668
	Iteration 8Q: 3 clusters Score -915915.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -916199.500000 Penalty: 4529.659668
	Iteration 9Q: 3 clusters Score -916199.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -916395.625000 Penalty: 4529.659668
	Iteration 10Q: 3 clusters Score -916395.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -916537.875000 Penalty: 4529.659668
	Iteration 11Q: 3 clusters Score -916537.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -916649.625000 Penalty: 4529.659668
	Iteration 12Q: 3 clusters Score -916649.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -916732.437500 Penalty: 4529.659668
	Iteration 13Q: 3 clusters Score -916732.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -916795.562500 Penalty: 4529.659668
	Iteration 14Q: 3 clusters Score -916795.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -916847.000000 Penalty: 4529.659668
	Iteration 15Q: 3 clusters Score -916847 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -916888.312500 Penalty: 4529.659668
	Iteration 16Q: 3 clusters Score -916888.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -916916.500000 Penalty: 4529.659668
	Iteration 17Q: 3 clusters Score -916916.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -916944.250000 Penalty: 4529.659668
	Iteration 18Q: 3 clusters Score -916944.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -916968.687500 Penalty: 4529.659668
	Iteration 19Q: 3 clusters Score -916968.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -916998.500000 Penalty: 4529.659668
	Iteration 20F: 3 clusters Score -916998.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -917027.312500 Penalty: 4529.659668
	Iteration 21Q: 3 clusters Score -917027.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -917053.312500 Penalty: 4529.659668
	Iteration 22Q: 3 clusters Score -917053.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -917082.937500 Penalty: 4529.659668
	Iteration 23Q: 3 clusters Score -917082.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -917112.875000 Penalty: 4529.659668
	Iteration 24Q: 3 clusters Score -917112.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -917138.187500 Penalty: 4529.659668
	Iteration 25Q: 3 clusters Score -917138.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -917157.250000 Penalty: 4529.659668
	Iteration 26Q: 3 clusters Score -917157.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -917173.625000 Penalty: 4529.659668
	Iteration 27Q: 3 clusters Score -917173.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -917190.125000 Penalty: 4529.659668
	Iteration 28Q: 3 clusters Score -917190.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -917208.375000 Penalty: 4529.659668
	Iteration 29Q: 3 clusters Score -917208.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -917222.312500 Penalty: 4529.659668
	Iteration 30Q: 3 clusters Score -917222.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -917239.875000 Penalty: 4529.659668
	Iteration 31Q: 3 clusters Score -917239.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -917247.125000 Penalty: 4529.659668
	Iteration 32Q: 3 clusters Score -917247.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -917260.062500 Penalty: 4529.659668
	Iteration 33Q: 3 clusters Score -917260.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -917271.625000 Penalty: 4529.659668
	Iteration 34Q: 3 clusters Score -917271.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -917277.062500 Penalty: 4529.659668
	Iteration 35Q: 3 clusters Score -917277.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -917285.750000 Penalty: 4529.659668
	Iteration 36Q: 3 clusters Score -917285.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -917289.375000 Penalty: 4529.659668
	Iteration 37Q: 3 clusters Score -917289.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -917291.562500 Penalty: 4529.659668
	Iteration 38Q: 3 clusters Score -917291.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -917293.875000 Penalty: 4529.659668
	Iteration 39Q: 3 clusters Score -917293.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -917294.375000 Penalty: 4529.659668
	Iteration 40F: 3 clusters Score -917294.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -917297.687500 Penalty: 4529.659668
	Iteration 41Q: 3 clusters Score -917297.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -917299.687500 Penalty: 4529.659668
	Iteration 42Q: 3 clusters Score -917299.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -917300.500000 Penalty: 4529.659668
	Iteration 43Q: 3 clusters Score -917300.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -917302.375000 Penalty: 4529.659668
	Iteration 44Q: 3 clusters Score -917302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -917302.375000 Penalty: 4529.659668
	Iteration 45Q: 3 clusters Score -917302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -917303.750000 Penalty: 4529.659668
	Iteration 46Q: 3 clusters Score -917303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -917305.812500 Penalty: 4529.659668
	Iteration 47Q: 3 clusters Score -917305.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -917304.437500 Penalty: 4529.659668
	Iteration 48Q: 3 clusters Score -917304.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -917310.875000 Penalty: 4529.659668
	Iteration 49Q: 3 clusters Score -917310.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -917313.062500 Penalty: 4529.659668
	Iteration 50Q: 3 clusters Score -917313.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -917319.437500 Penalty: 4529.659668
	Iteration 51Q: 3 clusters Score -917319.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -917319.312500 Penalty: 4529.659668
	Iteration 52Q: 3 clusters Score -917319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -917320.625000 Penalty: 4529.659668
	Iteration 53Q: 3 clusters Score -917320.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -917321.375000 Penalty: 4529.659668
	Iteration 54Q: 3 clusters Score -917321.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -917325.312500 Penalty: 4529.659668
	Iteration 55Q: 3 clusters Score -917325.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -917325.875000 Penalty: 4529.659668
	Iteration 56Q: 3 clusters Score -917325.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -917326.000000 Penalty: 4529.659668
	Iteration 57Q: 3 clusters Score -917326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -917328.812500 Penalty: 4529.659668
	Iteration 58Q: 3 clusters Score -917328.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -917329.875000 Penalty: 4529.659668
	Iteration 59Q: 3 clusters Score -917329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -917330.500000 Penalty: 4529.659668
	Iteration 60F: 3 clusters Score -917330.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -917331.937500 Penalty: 4529.659668
	Iteration 61Q: 3 clusters Score -917331.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -917333.625000 Penalty: 4529.659668
	Iteration 62Q: 3 clusters Score -917333.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -917333.625000 Penalty: 4529.659668
	Iteration 63F: 3 clusters Score -917333.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Entering Unmasked Estep 
Score: -1262466.375000 Penalty: 2338.290771
	Iteration 0F: 2 clusters Score -1262466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1253216.750000 Penalty: 4676.581543
	Iteration 0F: 3 clusters Score -1253217 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1256085.000000 Penalty: 4676.581543
	Iteration 1F: 3 clusters Score -1256085 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1256441.875000 Penalty: 4676.581543
	Iteration 2F: 3 clusters Score -1256442 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1256742.250000 Penalty: 4676.581543
	Iteration 3F: 3 clusters Score -1256742 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1257009.250000 Penalty: 4676.581543
	Iteration 4Q: 3 clusters Score -1257009 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1257265.500000 Penalty: 4676.581543
	Iteration 5Q: 3 clusters Score -1257266 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1257527.875000 Penalty: 4676.581543
	Iteration 6Q: 3 clusters Score -1257528 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1257808.000000 Penalty: 4676.581543
	Iteration 7Q: 3 clusters Score -1257808 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1258068.250000 Penalty: 4676.581543
	Iteration 8Q: 3 clusters Score -1258068 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1258282.750000 Penalty: 4676.581543
	Iteration 9Q: 3 clusters Score -1258283 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1258482.875000 Penalty: 4676.581543
	Iteration 10Q: 3 clusters Score -1258483 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1258659.000000 Penalty: 4676.581543
	Iteration 11Q: 3 clusters Score -1258659 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1258811.125000 Penalty: 4676.581543
	Iteration 12Q: 3 clusters Score -1258811 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1258942.000000 Penalty: 4676.581543
	Iteration 13Q: 3 clusters Score -1258942 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1259065.375000 Penalty: 4676.581543
	Iteration 14Q: 3 clusters Score -1259065 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1259168.000000 Penalty: 4676.581543
	Iteration 15Q: 3 clusters Score -1259168 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1259260.250000 Penalty: 4676.581543
	Iteration 16Q: 3 clusters Score -1259260 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1259345.875000 Penalty: 4676.581543
	Iteration 17Q: 3 clusters Score -1259346 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1259423.500000 Penalty: 4676.581543
	Iteration 18Q: 3 clusters Score -1259424 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1259490.250000 Penalty: 4676.581543
	Iteration 19Q: 3 clusters Score -1259490 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1259542.250000 Penalty: 4676.581543
	Iteration 20F: 3 clusters Score -1259542 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1259581.375000 Penalty: 4676.581543
	Iteration 21Q: 3 clusters Score -1259581 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1259611.875000 Penalty: 4676.581543
	Iteration 22Q: 3 clusters Score -1259612 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1259635.625000 Penalty: 4676.581543
	Iteration 23Q: 3 clusters Score -1259636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1259658.375000 Penalty: 4676.581543
	Iteration 24Q: 3 clusters Score -1259658 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1259681.500000 Penalty: 4676.581543
	Iteration 25Q: 3 clusters Score -1259682 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1259708.875000 Penalty: 4676.581543
	Iteration 26Q: 3 clusters Score -1259709 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1259739.000000 Penalty: 4676.581543
	Iteration 27Q: 3 clusters Score -1259739 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1259764.625000 Penalty: 4676.581543
	Iteration 28Q: 3 clusters Score -1259765 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1259788.875000 Penalty: 4676.581543
	Iteration 29Q: 3 clusters Score -1259789 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1259811.250000 Penalty: 4676.581543
	Iteration 30Q: 3 clusters Score -1259811 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1259833.750000 Penalty: 4676.581543
	Iteration 31Q: 3 clusters Score -1259834 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1259855.500000 Penalty: 4676.581543
	Iteration 32Q: 3 clusters Score -1259856 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1259889.750000 Penalty: 4676.581543
	Iteration 33Q: 3 clusters Score -1259890 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1259927.875000 Penalty: 4676.581543
	Iteration 34Q: 3 clusters Score -1259928 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1259969.250000 Penalty: 4676.581543
	Iteration 35Q: 3 clusters Score -1259969 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1260003.500000 Penalty: 4676.581543
	Iteration 36Q: 3 clusters Score -1260004 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1260030.250000 Penalty: 4676.581543
	Iteration 37Q: 3 clusters Score -1260030 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1260052.125000 Penalty: 4676.581543
	Iteration 38Q: 3 clusters Score -1260052 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1260083.625000 Penalty: 4676.581543
	Iteration 39Q: 3 clusters Score -1260084 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1260120.500000 Penalty: 4676.581543
	Iteration 40F: 3 clusters Score -1260120 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1260154.000000 Penalty: 4676.581543
	Iteration 41Q: 3 clusters Score -1260154 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1260168.000000 Penalty: 4676.581543
	Iteration 42Q: 3 clusters Score -1260168 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1260198.375000 Penalty: 4676.581543
	Iteration 43Q: 3 clusters Score -1260198 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1260223.375000 Penalty: 4676.581543
	Iteration 44Q: 3 clusters Score -1260223 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1260248.875000 Penalty: 4676.581543
	Iteration 45Q: 3 clusters Score -1260249 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1260268.375000 Penalty: 4676.581543
	Iteration 46Q: 3 clusters Score -1260268 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1260293.750000 Penalty: 4676.581543
	Iteration 47Q: 3 clusters Score -1260294 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1260318.000000 Penalty: 4676.581543
	Iteration 48Q: 3 clusters Score -1260318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1260326.625000 Penalty: 4676.581543
	Iteration 49Q: 3 clusters Score -1260327 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1260349.375000 Penalty: 4676.581543
	Iteration 50Q: 3 clusters Score -1260349 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1260368.125000 Penalty: 4676.581543
	Iteration 51Q: 3 clusters Score -1260368 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1260388.625000 Penalty: 4676.581543
	Iteration 52Q: 3 clusters Score -1260389 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1260403.500000 Penalty: 4676.581543
	Iteration 53Q: 3 clusters Score -1260404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1260425.750000 Penalty: 4676.581543
	Iteration 54Q: 3 clusters Score -1260426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1260439.375000 Penalty: 4676.581543
	Iteration 55Q: 3 clusters Score -1260439 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1260455.125000 Penalty: 4676.581543
	Iteration 56Q: 3 clusters Score -1260455 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1260475.250000 Penalty: 4676.581543
	Iteration 57Q: 3 clusters Score -1260475 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1260496.000000 Penalty: 4676.581543
	Iteration 58Q: 3 clusters Score -1260496 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1260517.250000 Penalty: 4676.581543
	Iteration 59Q: 3 clusters Score -1260517 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1260546.250000 Penalty: 4676.581543
	Iteration 60F: 3 clusters Score -1260546 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1260566.500000 Penalty: 4676.581543
	Iteration 61Q: 3 clusters Score -1260566 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1260597.500000 Penalty: 4676.581543
	Iteration 62Q: 3 clusters Score -1260598 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1260624.250000 Penalty: 4676.581543
	Iteration 63Q: 3 clusters Score -1260624 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1260656.375000 Penalty: 4676.581543
	Iteration 64Q: 3 clusters Score -1260656 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1260696.250000 Penalty: 4676.581543
	Iteration 65Q: 3 clusters Score -1260696 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1260730.125000 Penalty: 4676.581543
	Iteration 66Q: 3 clusters Score -1260730 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1260759.875000 Penalty: 4676.581543
	Iteration 67Q: 3 clusters Score -1260760 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1260793.250000 Penalty: 4676.581543
	Iteration 68Q: 3 clusters Score -1260793 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1260824.250000 Penalty: 4676.581543
	Iteration 69Q: 3 clusters Score -1260824 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1260851.625000 Penalty: 4676.581543
	Iteration 70Q: 3 clusters Score -1260852 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1260870.125000 Penalty: 4676.581543
	Iteration 71Q: 3 clusters Score -1260870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1260885.750000 Penalty: 4676.581543
	Iteration 72Q: 3 clusters Score -1260886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1260903.625000 Penalty: 4676.581543
	Iteration 73Q: 3 clusters Score -1260904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1260930.750000 Penalty: 4676.581543
	Iteration 74Q: 3 clusters Score -1260931 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1260961.625000 Penalty: 4676.581543
	Iteration 75Q: 3 clusters Score -1260962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1260984.125000 Penalty: 4676.581543
	Iteration 76Q: 3 clusters Score -1260984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1261019.125000 Penalty: 4676.581543
	Iteration 77Q: 3 clusters Score -1261019 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1261047.375000 Penalty: 4676.581543
	Iteration 78Q: 3 clusters Score -1261047 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1261077.125000 Penalty: 4676.581543
	Iteration 79Q: 3 clusters Score -1261077 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1261108.875000 Penalty: 4676.581543
	Iteration 80F: 3 clusters Score -1261109 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1261142.875000 Penalty: 4676.581543
	Iteration 81Q: 3 clusters Score -1261143 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1261166.125000 Penalty: 4676.581543
	Iteration 82Q: 3 clusters Score -1261166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1261176.625000 Penalty: 4676.581543
	Iteration 83Q: 3 clusters Score -1261177 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1261187.750000 Penalty: 4676.581543
	Iteration 84Q: 3 clusters Score -1261188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1261195.875000 Penalty: 4676.581543
	Iteration 85Q: 3 clusters Score -1261196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1261201.750000 Penalty: 4676.581543
	Iteration 86Q: 3 clusters Score -1261202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1261204.875000 Penalty: 4676.581543
	Iteration 87Q: 3 clusters Score -1261205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1261208.125000 Penalty: 4676.581543
	Iteration 88Q: 3 clusters Score -1261208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1261209.250000 Penalty: 4676.581543
	Iteration 89Q: 3 clusters Score -1261209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1261217.500000 Penalty: 4676.581543
	Iteration 90Q: 3 clusters Score -1261218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1261222.375000 Penalty: 4676.581543
	Iteration 91Q: 3 clusters Score -1261222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1261229.000000 Penalty: 4676.581543
	Iteration 92Q: 3 clusters Score -1261229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1261234.125000 Penalty: 4676.581543
	Iteration 93Q: 3 clusters Score -1261234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1261240.875000 Penalty: 4676.581543
	Iteration 94Q: 3 clusters Score -1261241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1261240.625000 Penalty: 4676.581543
	Iteration 95Q: 3 clusters Score -1261241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1261244.500000 Penalty: 4676.581543
	Iteration 96Q: 3 clusters Score -1261244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1261245.000000 Penalty: 4676.581543
	Iteration 97Q: 3 clusters Score -1261245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1261246.250000 Penalty: 4676.581543
	Iteration 98Q: 3 clusters Score -1261246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1261251.250000 Penalty: 4676.581543
	Iteration 99Q: 3 clusters Score -1261251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1261254.500000 Penalty: 4676.581543
	Iteration 100F: 3 clusters Score -1261254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1261254.500000 Penalty: 4676.581543
	Iteration 101Q: 3 clusters Score -1261254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1261255.375000 Penalty: 4676.581543
	Iteration 102Q: 3 clusters Score -1261255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1261256.000000 Penalty: 4676.581543
	Iteration 103Q: 3 clusters Score -1261256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1261256.625000 Penalty: 4676.581543
	Iteration 104Q: 3 clusters Score -1261257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1261256.625000 Penalty: 4676.581543
	Iteration 105F: 3 clusters Score -1261257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Entering Unmasked Estep 
Score: -716826.062500 Penalty: 2213.380615
	Iteration 0F: 2 clusters Score -716826.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -710731.062500 Penalty: 4426.761230
	Iteration 0F: 3 clusters Score -710731.1 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -712532.687500 Penalty: 4426.761230
	Iteration 1F: 3 clusters Score -712532.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -712927.062500 Penalty: 4426.761230
	Iteration 2F: 3 clusters Score -712927.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -713286.062500 Penalty: 4426.761230
	Iteration 3F: 3 clusters Score -713286.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -713713.812500 Penalty: 4426.761230
	Iteration 4F: 3 clusters Score -713713.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -714235.187500 Penalty: 4426.761230
	Iteration 5F: 3 clusters Score -714235.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -714787.375000 Penalty: 4426.761230
	Iteration 6F: 3 clusters Score -714787.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -715308.812500 Penalty: 4426.761230
	Iteration 7F: 3 clusters Score -715308.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -715643.875000 Penalty: 4426.761230
	Iteration 8F: 3 clusters Score -715643.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -715866.937500 Penalty: 4426.761230
	Iteration 9Q: 3 clusters Score -715866.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -716011.937500 Penalty: 4426.761230
	Iteration 10Q: 3 clusters Score -716011.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -716119.250000 Penalty: 4426.761230
	Iteration 11Q: 3 clusters Score -716119.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -716195.250000 Penalty: 4426.761230
	Iteration 12Q: 3 clusters Score -716195.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -716256.375000 Penalty: 4426.761230
	Iteration 13Q: 3 clusters Score -716256.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -716310.250000 Penalty: 4426.761230
	Iteration 14Q: 3 clusters Score -716310.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -716346.250000 Penalty: 4426.761230
	Iteration 15Q: 3 clusters Score -716346.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -716376.312500 Penalty: 4426.761230
	Iteration 16Q: 3 clusters Score -716376.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -716399.812500 Penalty: 4426.761230
	Iteration 17Q: 3 clusters Score -716399.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -716414.812500 Penalty: 4426.761230
	Iteration 18Q: 3 clusters Score -716414.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -716425.875000 Penalty: 4426.761230
	Iteration 19Q: 3 clusters Score -716425.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -716439.687500 Penalty: 4426.761230
	Iteration 20F: 3 clusters Score -716439.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -716448.437500 Penalty: 4426.761230
	Iteration 21Q: 3 clusters Score -716448.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -716458.875000 Penalty: 4426.761230
	Iteration 22Q: 3 clusters Score -716458.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -716466.875000 Penalty: 4426.761230
	Iteration 23Q: 3 clusters Score -716466.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -716474.125000 Penalty: 4426.761230
	Iteration 24Q: 3 clusters Score -716474.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -716478.750000 Penalty: 4426.761230
	Iteration 25Q: 3 clusters Score -716478.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -716486.750000 Penalty: 4426.761230
	Iteration 26Q: 3 clusters Score -716486.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -716492.562500 Penalty: 4426.761230
	Iteration 27Q: 3 clusters Score -716492.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -716495.625000 Penalty: 4426.761230
	Iteration 28Q: 3 clusters Score -716495.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -716495.000000 Penalty: 4426.761230
	Iteration 29Q: 3 clusters Score -716495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -716497.562500 Penalty: 4426.761230
	Iteration 30Q: 3 clusters Score -716497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -716498.125000 Penalty: 4426.761230
	Iteration 31Q: 3 clusters Score -716498.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -716499.500000 Penalty: 4426.761230
	Iteration 32Q: 3 clusters Score -716499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -716500.250000 Penalty: 4426.761230
	Iteration 33Q: 3 clusters Score -716500.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -716503.125000 Penalty: 4426.761230
	Iteration 34Q: 3 clusters Score -716503.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -716505.875000 Penalty: 4426.761230
	Iteration 35Q: 3 clusters Score -716505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -716505.812500 Penalty: 4426.761230
	Iteration 36Q: 3 clusters Score -716505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -716507.250000 Penalty: 4426.761230
	Iteration 37Q: 3 clusters Score -716507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -716506.437500 Penalty: 4426.761230
	Iteration 38Q: 3 clusters Score -716506.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -716506.437500 Penalty: 4426.761230
	Iteration 39F: 3 clusters Score -716506.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Entering Unmasked Estep 
Score: -1584651.250000 Penalty: 2405.758057
	Iteration 0F: 2 clusters Score -1584651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1572931.875000 Penalty: 4811.516113
	Iteration 0F: 3 clusters Score -1572932 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1576763.500000 Penalty: 4811.516113
	Iteration 1F: 3 clusters Score -1576764 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1577159.125000 Penalty: 4811.516113
	Iteration 2F: 3 clusters Score -1577159 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1577483.750000 Penalty: 4811.516113
	Iteration 3Q: 3 clusters Score -1577484 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1577755.625000 Penalty: 4811.516113
	Iteration 4Q: 3 clusters Score -1577756 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1578010.000000 Penalty: 4811.516113
	Iteration 5Q: 3 clusters Score -1578010 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1578263.375000 Penalty: 4811.516113
	Iteration 6Q: 3 clusters Score -1578263 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1578513.250000 Penalty: 4811.516113
	Iteration 7Q: 3 clusters Score -1578513 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1578761.375000 Penalty: 4811.516113
	Iteration 8Q: 3 clusters Score -1578761 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1578997.250000 Penalty: 4811.516113
	Iteration 9Q: 3 clusters Score -1578997 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1579214.125000 Penalty: 4811.516113
	Iteration 10Q: 3 clusters Score -1579214 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1579437.125000 Penalty: 4811.516113
	Iteration 11Q: 3 clusters Score -1579437 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1579646.500000 Penalty: 4811.516113
	Iteration 12Q: 3 clusters Score -1579646 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1579888.375000 Penalty: 4811.516113
	Iteration 13Q: 3 clusters Score -1579888 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1580112.250000 Penalty: 4811.516113
	Iteration 14Q: 3 clusters Score -1580112 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1580280.000000 Penalty: 4811.516113
	Iteration 15Q: 3 clusters Score -1580280 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1580429.375000 Penalty: 4811.516113
	Iteration 16Q: 3 clusters Score -1580429 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1580541.375000 Penalty: 4811.516113
	Iteration 17Q: 3 clusters Score -1580541 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1580637.125000 Penalty: 4811.516113
	Iteration 18Q: 3 clusters Score -1580637 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1580712.125000 Penalty: 4811.516113
	Iteration 19Q: 3 clusters Score -1580712 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1580778.500000 Penalty: 4811.516113
	Iteration 20F: 3 clusters Score -1580778 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1580862.375000 Penalty: 4811.516113
	Iteration 21Q: 3 clusters Score -1580862 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1580951.875000 Penalty: 4811.516113
	Iteration 22Q: 3 clusters Score -1580952 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1581075.000000 Penalty: 4811.516113
	Iteration 23Q: 3 clusters Score -1581075 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1581176.875000 Penalty: 4811.516113
	Iteration 24Q: 3 clusters Score -1581177 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1581275.250000 Penalty: 4811.516113
	Iteration 25Q: 3 clusters Score -1581275 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1581363.875000 Penalty: 4811.516113
	Iteration 26Q: 3 clusters Score -1581364 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1581462.250000 Penalty: 4811.516113
	Iteration 27Q: 3 clusters Score -1581462 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1581531.375000 Penalty: 4811.516113
	Iteration 28Q: 3 clusters Score -1581531 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1581613.875000 Penalty: 4811.516113
	Iteration 29Q: 3 clusters Score -1581614 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1581712.125000 Penalty: 4811.516113
	Iteration 30Q: 3 clusters Score -1581712 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1581819.500000 Penalty: 4811.516113
	Iteration 31Q: 3 clusters Score -1581820 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1581913.625000 Penalty: 4811.516113
	Iteration 32Q: 3 clusters Score -1581914 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1582009.500000 Penalty: 4811.516113
	Iteration 33Q: 3 clusters Score -1582010 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1582109.375000 Penalty: 4811.516113
	Iteration 34Q: 3 clusters Score -1582109 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1582179.875000 Penalty: 4811.516113
	Iteration 35Q: 3 clusters Score -1582180 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1582229.625000 Penalty: 4811.516113
	Iteration 36Q: 3 clusters Score -1582230 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1582272.000000 Penalty: 4811.516113
	Iteration 37Q: 3 clusters Score -1582272 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1582317.125000 Penalty: 4811.516113
	Iteration 38Q: 3 clusters Score -1582317 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1582356.375000 Penalty: 4811.516113
	Iteration 39Q: 3 clusters Score -1582356 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1582373.500000 Penalty: 4811.516113
	Iteration 40F: 3 clusters Score -1582374 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1582393.000000 Penalty: 4811.516113
	Iteration 41Q: 3 clusters Score -1582393 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1582395.875000 Penalty: 4811.516113
	Iteration 42Q: 3 clusters Score -1582396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1582397.875000 Penalty: 4811.516113
	Iteration 43Q: 3 clusters Score -1582398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1582406.125000 Penalty: 4811.516113
	Iteration 44Q: 3 clusters Score -1582406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1582408.875000 Penalty: 4811.516113
	Iteration 45Q: 3 clusters Score -1582409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1582409.625000 Penalty: 4811.516113
	Iteration 46Q: 3 clusters Score -1582410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1582413.875000 Penalty: 4811.516113
	Iteration 47Q: 3 clusters Score -1582414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1582416.125000 Penalty: 4811.516113
	Iteration 48Q: 3 clusters Score -1582416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1582424.000000 Penalty: 4811.516113
	Iteration 49Q: 3 clusters Score -1582424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1582421.500000 Penalty: 4811.516113
	Iteration 50Q: 3 clusters Score -1582422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1582419.625000 Penalty: 4811.516113
	Iteration 51Q: 3 clusters Score -1582420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1582419.250000 Penalty: 4811.516113
	Iteration 52Q: 3 clusters Score -1582419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1582420.250000 Penalty: 4811.516113
	Iteration 53Q: 3 clusters Score -1582420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1582423.875000 Penalty: 4811.516113
	Iteration 54Q: 3 clusters Score -1582424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1582422.875000 Penalty: 4811.516113
	Iteration 55Q: 3 clusters Score -1582423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1582421.500000 Penalty: 4811.516113
	Iteration 56Q: 3 clusters Score -1582422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1582420.625000 Penalty: 4811.516113
	Iteration 57Q: 3 clusters Score -1582421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1582421.625000 Penalty: 4811.516113
	Iteration 58Q: 3 clusters Score -1582422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1582422.625000 Penalty: 4811.516113
	Iteration 59Q: 3 clusters Score -1582423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1582422.375000 Penalty: 4811.516113
	Iteration 60F: 3 clusters Score -1582422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Entering Unmasked Estep 
Score: -903363.062500 Penalty: 2258.447998
	Iteration 0F: 2 clusters Score -903363.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -896290.937500 Penalty: 4516.895996
	Iteration 0F: 3 clusters Score -896290.9 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -898329.500000 Penalty: 4516.895996
	Iteration 1F: 3 clusters Score -898329.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -898635.562500 Penalty: 4516.895996
	Iteration 2F: 3 clusters Score -898635.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -898863.687500 Penalty: 4516.895996
	Iteration 3F: 3 clusters Score -898863.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -899023.250000 Penalty: 4516.895996
	Iteration 4Q: 3 clusters Score -899023.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -899163.375000 Penalty: 4516.895996
	Iteration 5Q: 3 clusters Score -899163.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -899295.812500 Penalty: 4516.895996
	Iteration 6Q: 3 clusters Score -899295.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -899402.437500 Penalty: 4516.895996
	Iteration 7Q: 3 clusters Score -899402.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -899510.312500 Penalty: 4516.895996
	Iteration 8Q: 3 clusters Score -899510.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -899621.812500 Penalty: 4516.895996
	Iteration 9Q: 3 clusters Score -899621.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -899731.000000 Penalty: 4516.895996
	Iteration 10Q: 3 clusters Score -899731 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -899857.687500 Penalty: 4516.895996
	Iteration 11Q: 3 clusters Score -899857.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -899993.312500 Penalty: 4516.895996
	Iteration 12Q: 3 clusters Score -899993.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -900134.437500 Penalty: 4516.895996
	Iteration 13Q: 3 clusters Score -900134.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -900277.125000 Penalty: 4516.895996
	Iteration 14Q: 3 clusters Score -900277.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -900402.375000 Penalty: 4516.895996
	Iteration 15Q: 3 clusters Score -900402.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -900518.062500 Penalty: 4516.895996
	Iteration 16Q: 3 clusters Score -900518.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -900614.437500 Penalty: 4516.895996
	Iteration 17Q: 3 clusters Score -900614.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -900689.937500 Penalty: 4516.895996
	Iteration 18Q: 3 clusters Score -900689.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -900763.875000 Penalty: 4516.895996
	Iteration 19Q: 3 clusters Score -900763.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -900840.062500 Penalty: 4516.895996
	Iteration 20F: 3 clusters Score -900840.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -900909.062500 Penalty: 4516.895996
	Iteration 21Q: 3 clusters Score -900909.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -900973.750000 Penalty: 4516.895996
	Iteration 22Q: 3 clusters Score -900973.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -901034.000000 Penalty: 4516.895996
	Iteration 23Q: 3 clusters Score -901034 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -901082.875000 Penalty: 4516.895996
	Iteration 24Q: 3 clusters Score -901082.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -901122.437500 Penalty: 4516.895996
	Iteration 25Q: 3 clusters Score -901122.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -901163.062500 Penalty: 4516.895996
	Iteration 26Q: 3 clusters Score -901163.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -901202.625000 Penalty: 4516.895996
	Iteration 27Q: 3 clusters Score -901202.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -901236.125000 Penalty: 4516.895996
	Iteration 28Q: 3 clusters Score -901236.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -901271.250000 Penalty: 4516.895996
	Iteration 29Q: 3 clusters Score -901271.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -901308.062500 Penalty: 4516.895996
	Iteration 30Q: 3 clusters Score -901308.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -901336.125000 Penalty: 4516.895996
	Iteration 31Q: 3 clusters Score -901336.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -901374.312500 Penalty: 4516.895996
	Iteration 32Q: 3 clusters Score -901374.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -901400.312500 Penalty: 4516.895996
	Iteration 33Q: 3 clusters Score -901400.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -901426.250000 Penalty: 4516.895996
	Iteration 34Q: 3 clusters Score -901426.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -901447.875000 Penalty: 4516.895996
	Iteration 35Q: 3 clusters Score -901447.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -901470.312500 Penalty: 4516.895996
	Iteration 36Q: 3 clusters Score -901470.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -901492.375000 Penalty: 4516.895996
	Iteration 37Q: 3 clusters Score -901492.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -901511.750000 Penalty: 4516.895996
	Iteration 38Q: 3 clusters Score -901511.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -901528.312500 Penalty: 4516.895996
	Iteration 39Q: 3 clusters Score -901528.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -901544.875000 Penalty: 4516.895996
	Iteration 40F: 3 clusters Score -901544.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -901554.125000 Penalty: 4516.895996
	Iteration 41Q: 3 clusters Score -901554.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -901562.937500 Penalty: 4516.895996
	Iteration 42Q: 3 clusters Score -901562.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -901568.750000 Penalty: 4516.895996
	Iteration 43Q: 3 clusters Score -901568.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -901575.312500 Penalty: 4516.895996
	Iteration 44Q: 3 clusters Score -901575.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -901580.562500 Penalty: 4516.895996
	Iteration 45Q: 3 clusters Score -901580.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -901581.937500 Penalty: 4516.895996
	Iteration 46Q: 3 clusters Score -901581.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -901587.312500 Penalty: 4516.895996
	Iteration 47Q: 3 clusters Score -901587.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -901592.562500 Penalty: 4516.895996
	Iteration 48Q: 3 clusters Score -901592.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -901597.562500 Penalty: 4516.895996
	Iteration 49Q: 3 clusters Score -901597.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -901601.000000 Penalty: 4516.895996
	Iteration 50Q: 3 clusters Score -901601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -901602.687500 Penalty: 4516.895996
	Iteration 51Q: 3 clusters Score -901602.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -901602.687500 Penalty: 4516.895996
	Iteration 52F: 3 clusters Score -901602.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (98759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98759 members 
Entering Unmasked Estep 
Score: -10108590.000000 Penalty: 2852.108643
	Iteration 0F: 2 clusters Score -1.010859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -10042358.000000 Penalty: 5704.217285
	Iteration 0F: 3 clusters Score -1.004236e+07 nChanged 46705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -10069200.000000 Penalty: 5704.217285
	Iteration 1F: 3 clusters Score -1.00692e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -10070261.000000 Penalty: 5704.217285
	Iteration 2Q: 3 clusters Score -1.007026e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -10071534.000000 Penalty: 5704.217285
	Iteration 3Q: 3 clusters Score -1.007153e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -10073355.000000 Penalty: 5704.217285
	Iteration 4Q: 3 clusters Score -1.007336e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -10076057.000000 Penalty: 5704.217285
	Iteration 5F: 3 clusters Score -1.007606e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -10079749.000000 Penalty: 5704.217285
	Iteration 6F: 3 clusters Score -1.007975e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -10084246.000000 Penalty: 5704.217285
	Iteration 7F: 3 clusters Score -1.008425e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71301 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -10088772.000000 Penalty: 5704.217285
	Iteration 8F: 3 clusters Score -1.008877e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -10092536.000000 Penalty: 5704.217285
	Iteration 9F: 3 clusters Score -1.009254e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78551 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -10095366.000000 Penalty: 5704.217285
	Iteration 10Q: 3 clusters Score -1.009537e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -10097617.000000 Penalty: 5704.217285
	Iteration 11Q: 3 clusters Score -1.009762e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -10099320.000000 Penalty: 5704.217285
	Iteration 12Q: 3 clusters Score -1.009932e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84334 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -10100537.000000 Penalty: 5704.217285
	Iteration 13Q: 3 clusters Score -1.010054e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -10101273.000000 Penalty: 5704.217285
	Iteration 14Q: 3 clusters Score -1.010127e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -10101803.000000 Penalty: 5704.217285
	Iteration 15Q: 3 clusters Score -1.01018e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87298 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -10102171.000000 Penalty: 5704.217285
	Iteration 16Q: 3 clusters Score -1.010217e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88117 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -10102481.000000 Penalty: 5704.217285
	Iteration 17Q: 3 clusters Score -1.010248e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88858 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -10102732.000000 Penalty: 5704.217285
	Iteration 18Q: 3 clusters Score -1.010273e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89576 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -10102990.000000 Penalty: 5704.217285
	Iteration 19Q: 3 clusters Score -1.010299e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90296 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -10103260.000000 Penalty: 5704.217285
	Iteration 20F: 3 clusters Score -1.010326e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90961 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -10103464.000000 Penalty: 5704.217285
	Iteration 21Q: 3 clusters Score -1.010346e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -10103689.000000 Penalty: 5704.217285
	Iteration 22Q: 3 clusters Score -1.010369e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92117 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -10103873.000000 Penalty: 5704.217285
	Iteration 23Q: 3 clusters Score -1.010387e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92628 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -10104004.000000 Penalty: 5704.217285
	Iteration 24Q: 3 clusters Score -1.0104e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93074 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -10104141.000000 Penalty: 5704.217285
	Iteration 25Q: 3 clusters Score -1.010414e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -10104290.000000 Penalty: 5704.217285
	Iteration 26Q: 3 clusters Score -1.010429e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93878 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -10104398.000000 Penalty: 5704.217285
	Iteration 27Q: 3 clusters Score -1.01044e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -10104526.000000 Penalty: 5704.217285
	Iteration 28Q: 3 clusters Score -1.010453e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94629 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -10104642.000000 Penalty: 5704.217285
	Iteration 29Q: 3 clusters Score -1.010464e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94973 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -10104793.000000 Penalty: 5704.217285
	Iteration 30Q: 3 clusters Score -1.010479e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95274 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -10104915.000000 Penalty: 5704.217285
	Iteration 31Q: 3 clusters Score -1.010492e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95549 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -10105031.000000 Penalty: 5704.217285
	Iteration 32Q: 3 clusters Score -1.010503e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95823 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -10105193.000000 Penalty: 5704.217285
	Iteration 33Q: 3 clusters Score -1.010519e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96068 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -10105287.000000 Penalty: 5704.217285
	Iteration 34Q: 3 clusters Score -1.010529e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96295 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -10105390.000000 Penalty: 5704.217285
	Iteration 35Q: 3 clusters Score -1.010539e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96528 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -10105508.000000 Penalty: 5704.217285
	Iteration 36Q: 3 clusters Score -1.010551e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96729 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -10105601.000000 Penalty: 5704.217285
	Iteration 37Q: 3 clusters Score -1.01056e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96921 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -10105711.000000 Penalty: 5704.217285
	Iteration 38Q: 3 clusters Score -1.010571e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97082 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -10105794.000000 Penalty: 5704.217285
	Iteration 39Q: 3 clusters Score -1.010579e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97225 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10105900.000000 Penalty: 5704.217285
	Iteration 40F: 3 clusters Score -1.01059e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10106009.000000 Penalty: 5704.217285
	Iteration 41Q: 3 clusters Score -1.010601e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97487 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -10106109.000000 Penalty: 5704.217285
	Iteration 42Q: 3 clusters Score -1.010611e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -10106208.000000 Penalty: 5704.217285
	Iteration 43Q: 3 clusters Score -1.010621e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97690 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10106265.000000 Penalty: 5704.217285
	Iteration 44Q: 3 clusters Score -1.010626e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -10106314.000000 Penalty: 5704.217285
	Iteration 45Q: 3 clusters Score -1.010631e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97835 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10106359.000000 Penalty: 5704.217285
	Iteration 46Q: 3 clusters Score -1.010636e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97871 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10106390.000000 Penalty: 5704.217285
	Iteration 47Q: 3 clusters Score -1.010639e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97898 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10106433.000000 Penalty: 5704.217285
	Iteration 48Q: 3 clusters Score -1.010643e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97925 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10106444.000000 Penalty: 5704.217285
	Iteration 49Q: 3 clusters Score -1.010644e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -10106466.000000 Penalty: 5704.217285
	Iteration 50Q: 3 clusters Score -1.010647e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97963 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10106467.000000 Penalty: 5704.217285
	Iteration 51Q: 3 clusters Score -1.010647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97982 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10106473.000000 Penalty: 5704.217285
	Iteration 52Q: 3 clusters Score -1.010647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97990 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10106487.000000 Penalty: 5704.217285
	Iteration 53Q: 3 clusters Score -1.010649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97999 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10106495.000000 Penalty: 5704.217285
	Iteration 54Q: 3 clusters Score -1.01065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98007 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10106506.000000 Penalty: 5704.217285
	Iteration 55Q: 3 clusters Score -1.010651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98015 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10106509.000000 Penalty: 5704.217285
	Iteration 56Q: 3 clusters Score -1.010651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98023 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10106517.000000 Penalty: 5704.217285
	Iteration 57Q: 3 clusters Score -1.010652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98028 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10106519.000000 Penalty: 5704.217285
	Iteration 58Q: 3 clusters Score -1.010652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98038 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10106530.000000 Penalty: 5704.217285
	Iteration 59Q: 3 clusters Score -1.010653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98045 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10106532.000000 Penalty: 5704.217285
	Iteration 60F: 3 clusters Score -1.010653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98045 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10106539.000000 Penalty: 5704.217285
	Iteration 61Q: 3 clusters Score -1.010654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10106545.000000 Penalty: 5704.217285
	Iteration 62Q: 3 clusters Score -1.010654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98047 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10106544.000000 Penalty: 5704.217285
	Iteration 63Q: 3 clusters Score -1.010654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98050 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10106544.000000 Penalty: 5704.217285
	Iteration 64Q: 3 clusters Score -1.010654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10106547.000000 Penalty: 5704.217285
	Iteration 65Q: 3 clusters Score -1.010655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10106546.000000 Penalty: 5704.217285
	Iteration 66Q: 3 clusters Score -1.010655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10106550.000000 Penalty: 5704.217285
	Iteration 67Q: 3 clusters Score -1.010655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98053 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10106548.000000 Penalty: 5704.217285
	Iteration 68Q: 3 clusters Score -1.010655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98053 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10106543.000000 Penalty: 5704.217285
	Iteration 69Q: 3 clusters Score -1.010654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98055 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10106548.000000 Penalty: 5704.217285
	Iteration 70Q: 3 clusters Score -1.010655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98057 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10106545.000000 Penalty: 5704.217285
	Iteration 71Q: 3 clusters Score -1.010654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98060 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10106548.000000 Penalty: 5704.217285
	Iteration 72Q: 3 clusters Score -1.010655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98065 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10106546.000000 Penalty: 5704.217285
	Iteration 73Q: 3 clusters Score -1.010655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98068 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10106549.000000 Penalty: 5704.217285
	Iteration 74Q: 3 clusters Score -1.010655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98071 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10106560.000000 Penalty: 5704.217285
	Iteration 75Q: 3 clusters Score -1.010656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98076 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10106566.000000 Penalty: 5704.217285
	Iteration 76Q: 3 clusters Score -1.010657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10106559.000000 Penalty: 5704.217285
	Iteration 77Q: 3 clusters Score -1.010656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10106568.000000 Penalty: 5704.217285
	Iteration 78Q: 3 clusters Score -1.010657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98079 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10106559.000000 Penalty: 5704.217285
	Iteration 79Q: 3 clusters Score -1.010656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98079 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10106559.000000 Penalty: 5704.217285
	Iteration 80F: 3 clusters Score -1.010656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (279513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279513 members 
Entering Unmasked Estep 
Score: -27987656.000000 Penalty: 3110.119385
	Iteration 0F: 2 clusters Score -2.798766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139668 members 
Mstep: Class 2 contains 139845 members 
Entering Unmasked Estep 
Score: -27810618.000000 Penalty: 6220.238770
	Iteration 0F: 3 clusters Score -2.781062e+07 nChanged 134946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139450 members 
Mstep: Class 2 contains 140063 members 
Entering Unmasked Estep 
Score: -27890292.000000 Penalty: 6220.238770
	Iteration 1F: 3 clusters Score -2.789029e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139120 members 
Mstep: Class 2 contains 140393 members 
Entering Unmasked Estep 
Score: -27891754.000000 Penalty: 6220.238770
	Iteration 2Q: 3 clusters Score -2.789175e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138661 members 
Mstep: Class 2 contains 140852 members 
Entering Unmasked Estep 
Score: -27893834.000000 Penalty: 6220.238770
	Iteration 3Q: 3 clusters Score -2.789383e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137868 members 
Mstep: Class 2 contains 141645 members 
Entering Unmasked Estep 
Score: -27896988.000000 Penalty: 6220.238770
	Iteration 4Q: 3 clusters Score -2.789699e+07 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136434 members 
Mstep: Class 2 contains 143079 members 
Entering Unmasked Estep 
Score: -27902076.000000 Penalty: 6220.238770
	Iteration 5Q: 3 clusters Score -2.790208e+07 nChanged 14007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133763 members 
Mstep: Class 2 contains 145750 members 
Entering Unmasked Estep 
Score: -27909552.000000 Penalty: 6220.238770
	Iteration 6F: 3 clusters Score -2.790955e+07 nChanged 16748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129687 members 
Mstep: Class 2 contains 149826 members 
Entering Unmasked Estep 
Score: -27920856.000000 Penalty: 6220.238770
	Iteration 7F: 3 clusters Score -2.792086e+07 nChanged 19326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123693 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -27936346.000000 Penalty: 6220.238770
	Iteration 8F: 3 clusters Score -2.793635e+07 nChanged 19657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116874 members 
Mstep: Class 2 contains 162639 members 
Entering Unmasked Estep 
Score: -27952112.000000 Penalty: 6220.238770
	Iteration 9F: 3 clusters Score -2.795211e+07 nChanged 16164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111074 members 
Mstep: Class 2 contains 168439 members 
Entering Unmasked Estep 
Score: -27961714.000000 Penalty: 6220.238770
	Iteration 10F: 3 clusters Score -2.796171e+07 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106410 members 
Mstep: Class 2 contains 173103 members 
Entering Unmasked Estep 
Score: -27965722.000000 Penalty: 6220.238770
	Iteration 11Q: 3 clusters Score -2.796572e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102298 members 
Mstep: Class 2 contains 177215 members 
Entering Unmasked Estep 
Score: -27967842.000000 Penalty: 6220.238770
	Iteration 12Q: 3 clusters Score -2.796784e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98403 members 
Mstep: Class 2 contains 181110 members 
Entering Unmasked Estep 
Score: -27968956.000000 Penalty: 6220.238770
	Iteration 13Q: 3 clusters Score -2.796896e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94487 members 
Mstep: Class 2 contains 185026 members 
Entering Unmasked Estep 
Score: -27970184.000000 Penalty: 6220.238770
	Iteration 14Q: 3 clusters Score -2.797018e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 188925 members 
Entering Unmasked Estep 
Score: -27971302.000000 Penalty: 6220.238770
	Iteration 15Q: 3 clusters Score -2.79713e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 192813 members 
Entering Unmasked Estep 
Score: -27972556.000000 Penalty: 6220.238770
	Iteration 16Q: 3 clusters Score -2.797256e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 196707 members 
Entering Unmasked Estep 
Score: -27973844.000000 Penalty: 6220.238770
	Iteration 17Q: 3 clusters Score -2.797384e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 200501 members 
Entering Unmasked Estep 
Score: -27975270.000000 Penalty: 6220.238770
	Iteration 18Q: 3 clusters Score -2.797527e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 204216 members 
Entering Unmasked Estep 
Score: -27976498.000000 Penalty: 6220.238770
	Iteration 19Q: 3 clusters Score -2.79765e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 207799 members 
Entering Unmasked Estep 
Score: -27977772.000000 Penalty: 6220.238770
	Iteration 20F: 3 clusters Score -2.797777e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 211330 members 
Entering Unmasked Estep 
Score: -27979116.000000 Penalty: 6220.238770
	Iteration 21Q: 3 clusters Score -2.797912e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 214731 members 
Entering Unmasked Estep 
Score: -27980122.000000 Penalty: 6220.238770
	Iteration 22Q: 3 clusters Score -2.798012e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 217808 members 
Entering Unmasked Estep 
Score: -27980944.000000 Penalty: 6220.238770
	Iteration 23Q: 3 clusters Score -2.798094e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 220646 members 
Entering Unmasked Estep 
Score: -27981654.000000 Penalty: 6220.238770
	Iteration 24Q: 3 clusters Score -2.798165e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 223208 members 
Entering Unmasked Estep 
Score: -27982082.000000 Penalty: 6220.238770
	Iteration 25Q: 3 clusters Score -2.798208e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 225628 members 
Entering Unmasked Estep 
Score: -27982598.000000 Penalty: 6220.238770
	Iteration 26Q: 3 clusters Score -2.79826e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 227838 members 
Entering Unmasked Estep 
Score: -27983050.000000 Penalty: 6220.238770
	Iteration 27Q: 3 clusters Score -2.798305e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 229896 members 
Entering Unmasked Estep 
Score: -27983410.000000 Penalty: 6220.238770
	Iteration 28Q: 3 clusters Score -2.798341e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 231867 members 
Entering Unmasked Estep 
Score: -27983656.000000 Penalty: 6220.238770
	Iteration 29Q: 3 clusters Score -2.798366e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 233743 members 
Entering Unmasked Estep 
Score: -27983856.000000 Penalty: 6220.238770
	Iteration 30Q: 3 clusters Score -2.798386e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 235510 members 
Entering Unmasked Estep 
Score: -27984000.000000 Penalty: 6220.238770
	Iteration 31Q: 3 clusters Score -2.7984e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 237086 members 
Entering Unmasked Estep 
Score: -27983982.000000 Penalty: 6220.238770
	Iteration 32Q: 3 clusters Score -2.798398e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 238483 members 
Entering Unmasked Estep 
Score: -27984074.000000 Penalty: 6220.238770
	Iteration 33Q: 3 clusters Score -2.798407e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 239761 members 
Entering Unmasked Estep 
Score: -27984216.000000 Penalty: 6220.238770
	Iteration 34Q: 3 clusters Score -2.798422e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 240897 members 
Entering Unmasked Estep 
Score: -27984220.000000 Penalty: 6220.238770
	Iteration 35Q: 3 clusters Score -2.798422e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 241919 members 
Entering Unmasked Estep 
Score: -27984266.000000 Penalty: 6220.238770
	Iteration 36Q: 3 clusters Score -2.798427e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 242878 members 
Entering Unmasked Estep 
Score: -27984316.000000 Penalty: 6220.238770
	Iteration 37Q: 3 clusters Score -2.798432e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 243782 members 
Entering Unmasked Estep 
Score: -27984452.000000 Penalty: 6220.238770
	Iteration 38Q: 3 clusters Score -2.798445e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 244635 members 
Entering Unmasked Estep 
Score: -27984522.000000 Penalty: 6220.238770
	Iteration 39Q: 3 clusters Score -2.798452e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 245478 members 
Entering Unmasked Estep 
Score: -27984532.000000 Penalty: 6220.238770
	Iteration 40F: 3 clusters Score -2.798453e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 246290 members 
Entering Unmasked Estep 
Score: -27984608.000000 Penalty: 6220.238770
	Iteration 41Q: 3 clusters Score -2.798461e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 247050 members 
Entering Unmasked Estep 
Score: -27984556.000000 Penalty: 6220.238770
	Iteration 42Q: 3 clusters Score -2.798456e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 247771 members 
Entering Unmasked Estep 
Score: -27984582.000000 Penalty: 6220.238770
	Iteration 43Q: 3 clusters Score -2.798458e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 248466 members 
Entering Unmasked Estep 
Score: -27984510.000000 Penalty: 6220.238770
	Iteration 44Q: 3 clusters Score -2.798451e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 249134 members 
Entering Unmasked Estep 
Score: -27984414.000000 Penalty: 6220.238770
	Iteration 45Q: 3 clusters Score -2.798441e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 249750 members 
Entering Unmasked Estep 
Score: -27984472.000000 Penalty: 6220.238770
	Iteration 46Q: 3 clusters Score -2.798447e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 250368 members 
Entering Unmasked Estep 
Score: -27984546.000000 Penalty: 6220.238770
	Iteration 47Q: 3 clusters Score -2.798455e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 250980 members 
Entering Unmasked Estep 
Score: -27984544.000000 Penalty: 6220.238770
	Iteration 48Q: 3 clusters Score -2.798454e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 251585 members 
Entering Unmasked Estep 
Score: -27984494.000000 Penalty: 6220.238770
	Iteration 49Q: 3 clusters Score -2.798449e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 252167 members 
Entering Unmasked Estep 
Score: -27984410.000000 Penalty: 6220.238770
	Iteration 50Q: 3 clusters Score -2.798441e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 252725 members 
Entering Unmasked Estep 
Score: -27984368.000000 Penalty: 6220.238770
	Iteration 51Q: 3 clusters Score -2.798437e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 253244 members 
Entering Unmasked Estep 
Score: -27984310.000000 Penalty: 6220.238770
	Iteration 52Q: 3 clusters Score -2.798431e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 253731 members 
Entering Unmasked Estep 
Score: -27984358.000000 Penalty: 6220.238770
	Iteration 53Q: 3 clusters Score -2.798436e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 254209 members 
Entering Unmasked Estep 
Score: -27984388.000000 Penalty: 6220.238770
	Iteration 54Q: 3 clusters Score -2.798439e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 254661 members 
Entering Unmasked Estep 
Score: -27984410.000000 Penalty: 6220.238770
	Iteration 55Q: 3 clusters Score -2.798441e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 255123 members 
Entering Unmasked Estep 
Score: -27984434.000000 Penalty: 6220.238770
	Iteration 56Q: 3 clusters Score -2.798443e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 255527 members 
Entering Unmasked Estep 
Score: -27984486.000000 Penalty: 6220.238770
	Iteration 57Q: 3 clusters Score -2.798449e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 255908 members 
Entering Unmasked Estep 
Score: -27984516.000000 Penalty: 6220.238770
	Iteration 58Q: 3 clusters Score -2.798452e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 256248 members 
Entering Unmasked Estep 
Score: -27984512.000000 Penalty: 6220.238770
	Iteration 59Q: 3 clusters Score -2.798451e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 256610 members 
Entering Unmasked Estep 
Score: -27984508.000000 Penalty: 6220.238770
	Iteration 60F: 3 clusters Score -2.798451e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 257000 members 
Entering Unmasked Estep 
Score: -27984528.000000 Penalty: 6220.238770
	Iteration 61Q: 3 clusters Score -2.798453e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 257388 members 
Entering Unmasked Estep 
Score: -27984538.000000 Penalty: 6220.238770
	Iteration 62Q: 3 clusters Score -2.798454e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 257723 members 
Entering Unmasked Estep 
Score: -27984538.000000 Penalty: 6220.238770
	Iteration 63Q: 3 clusters Score -2.798454e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 258068 members 
Entering Unmasked Estep 
Score: -27984616.000000 Penalty: 6220.238770
	Iteration 64Q: 3 clusters Score -2.798462e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 258399 members 
Entering Unmasked Estep 
Score: -27984606.000000 Penalty: 6220.238770
	Iteration 65Q: 3 clusters Score -2.798461e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 258732 members 
Entering Unmasked Estep 
Score: -27984526.000000 Penalty: 6220.238770
	Iteration 66Q: 3 clusters Score -2.798453e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 259052 members 
Entering Unmasked Estep 
Score: -27984590.000000 Penalty: 6220.238770
	Iteration 67Q: 3 clusters Score -2.798459e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 259355 members 
Entering Unmasked Estep 
Score: -27984648.000000 Penalty: 6220.238770
	Iteration 68Q: 3 clusters Score -2.798465e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 259638 members 
Entering Unmasked Estep 
Score: -27984644.000000 Penalty: 6220.238770
	Iteration 69Q: 3 clusters Score -2.798464e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 259913 members 
Entering Unmasked Estep 
Score: -27984634.000000 Penalty: 6220.238770
	Iteration 70Q: 3 clusters Score -2.798463e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 260187 members 
Entering Unmasked Estep 
Score: -27984720.000000 Penalty: 6220.238770
	Iteration 71Q: 3 clusters Score -2.798472e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 260463 members 
Entering Unmasked Estep 
Score: -27984726.000000 Penalty: 6220.238770
	Iteration 72Q: 3 clusters Score -2.798473e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 260733 members 
Entering Unmasked Estep 
Score: -27984744.000000 Penalty: 6220.238770
	Iteration 73Q: 3 clusters Score -2.798474e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 261006 members 
Entering Unmasked Estep 
Score: -27984716.000000 Penalty: 6220.238770
	Iteration 74Q: 3 clusters Score -2.798472e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 261294 members 
Entering Unmasked Estep 
Score: -27984702.000000 Penalty: 6220.238770
	Iteration 75Q: 3 clusters Score -2.79847e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 261582 members 
Entering Unmasked Estep 
Score: -27984690.000000 Penalty: 6220.238770
	Iteration 76Q: 3 clusters Score -2.798469e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 261868 members 
Entering Unmasked Estep 
Score: -27984726.000000 Penalty: 6220.238770
	Iteration 77Q: 3 clusters Score -2.798473e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 262148 members 
Entering Unmasked Estep 
Score: -27984802.000000 Penalty: 6220.238770
	Iteration 78Q: 3 clusters Score -2.79848e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 262434 members 
Entering Unmasked Estep 
Score: -27984862.000000 Penalty: 6220.238770
	Iteration 79Q: 3 clusters Score -2.798486e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 262714 members 
Entering Unmasked Estep 
Score: -27984902.000000 Penalty: 6220.238770
	Iteration 80F: 3 clusters Score -2.79849e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 262978 members 
Entering Unmasked Estep 
Score: -27984886.000000 Penalty: 6220.238770
	Iteration 81Q: 3 clusters Score -2.798489e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 263223 members 
Entering Unmasked Estep 
Score: -27984880.000000 Penalty: 6220.238770
	Iteration 82Q: 3 clusters Score -2.798488e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 263501 members 
Entering Unmasked Estep 
Score: -27984896.000000 Penalty: 6220.238770
	Iteration 83Q: 3 clusters Score -2.79849e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 263782 members 
Entering Unmasked Estep 
Score: -27984862.000000 Penalty: 6220.238770
	Iteration 84Q: 3 clusters Score -2.798486e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 264047 members 
Entering Unmasked Estep 
Score: -27984912.000000 Penalty: 6220.238770
	Iteration 85Q: 3 clusters Score -2.798491e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 264293 members 
Entering Unmasked Estep 
Score: -27984950.000000 Penalty: 6220.238770
	Iteration 86Q: 3 clusters Score -2.798495e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 264527 members 
Entering Unmasked Estep 
Score: -27984984.000000 Penalty: 6220.238770
	Iteration 87Q: 3 clusters Score -2.798498e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 264775 members 
Entering Unmasked Estep 
Score: -27985064.000000 Penalty: 6220.238770
	Iteration 88Q: 3 clusters Score -2.798506e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 265019 members 
Entering Unmasked Estep 
Score: -27985104.000000 Penalty: 6220.238770
	Iteration 89Q: 3 clusters Score -2.79851e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 265282 members 
Entering Unmasked Estep 
Score: -27985108.000000 Penalty: 6220.238770
	Iteration 90Q: 3 clusters Score -2.798511e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 265524 members 
Entering Unmasked Estep 
Score: -27985146.000000 Penalty: 6220.238770
	Iteration 91Q: 3 clusters Score -2.798515e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 265744 members 
Entering Unmasked Estep 
Score: -27985138.000000 Penalty: 6220.238770
	Iteration 92Q: 3 clusters Score -2.798514e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 265943 members 
Entering Unmasked Estep 
Score: -27985180.000000 Penalty: 6220.238770
	Iteration 93Q: 3 clusters Score -2.798518e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 266117 members 
Entering Unmasked Estep 
Score: -27985218.000000 Penalty: 6220.238770
	Iteration 94Q: 3 clusters Score -2.798522e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 266295 members 
Entering Unmasked Estep 
Score: -27985272.000000 Penalty: 6220.238770
	Iteration 95Q: 3 clusters Score -2.798527e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 266464 members 
Entering Unmasked Estep 
Score: -27985256.000000 Penalty: 6220.238770
	Iteration 96Q: 3 clusters Score -2.798526e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 266626 members 
Entering Unmasked Estep 
Score: -27985280.000000 Penalty: 6220.238770
	Iteration 97Q: 3 clusters Score -2.798528e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 266762 members 
Entering Unmasked Estep 
Score: -27985290.000000 Penalty: 6220.238770
	Iteration 98Q: 3 clusters Score -2.798529e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 266878 members 
Entering Unmasked Estep 
Score: -27985294.000000 Penalty: 6220.238770
	Iteration 99Q: 3 clusters Score -2.798529e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 266988 members 
Entering Unmasked Estep 
Score: -27985276.000000 Penalty: 6220.238770
	Iteration 100F: 3 clusters Score -2.798528e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 267087 members 
Entering Unmasked Estep 
Score: -27985342.000000 Penalty: 6220.238770
	Iteration 101Q: 3 clusters Score -2.798534e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 267195 members 
Entering Unmasked Estep 
Score: -27985328.000000 Penalty: 6220.238770
	Iteration 102Q: 3 clusters Score -2.798533e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 267307 members 
Entering Unmasked Estep 
Score: -27985342.000000 Penalty: 6220.238770
	Iteration 103Q: 3 clusters Score -2.798534e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 267412 members 
Entering Unmasked Estep 
Score: -27985376.000000 Penalty: 6220.238770
	Iteration 104Q: 3 clusters Score -2.798538e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 267527 members 
Entering Unmasked Estep 
Score: -27985360.000000 Penalty: 6220.238770
	Iteration 105Q: 3 clusters Score -2.798536e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 267635 members 
Entering Unmasked Estep 
Score: -27985392.000000 Penalty: 6220.238770
	Iteration 106Q: 3 clusters Score -2.798539e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 267729 members 
Entering Unmasked Estep 
Score: -27985376.000000 Penalty: 6220.238770
	Iteration 107Q: 3 clusters Score -2.798538e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 267800 members 
Entering Unmasked Estep 
Score: -27985356.000000 Penalty: 6220.238770
	Iteration 108Q: 3 clusters Score -2.798536e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 267871 members 
Entering Unmasked Estep 
Score: -27985344.000000 Penalty: 6220.238770
	Iteration 109Q: 3 clusters Score -2.798534e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 267946 members 
Entering Unmasked Estep 
Score: -27985358.000000 Penalty: 6220.238770
	Iteration 110Q: 3 clusters Score -2.798536e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 268017 members 
Entering Unmasked Estep 
Score: -27985380.000000 Penalty: 6220.238770
	Iteration 111Q: 3 clusters Score -2.798538e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 268100 members 
Entering Unmasked Estep 
Score: -27985416.000000 Penalty: 6220.238770
	Iteration 112Q: 3 clusters Score -2.798542e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 268186 members 
Entering Unmasked Estep 
Score: -27985440.000000 Penalty: 6220.238770
	Iteration 113Q: 3 clusters Score -2.798544e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 268269 members 
Entering Unmasked Estep 
Score: -27985454.000000 Penalty: 6220.238770
	Iteration 114Q: 3 clusters Score -2.798545e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 268355 members 
Entering Unmasked Estep 
Score: -27985518.000000 Penalty: 6220.238770
	Iteration 115Q: 3 clusters Score -2.798552e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 268433 members 
Entering Unmasked Estep 
Score: -27985498.000000 Penalty: 6220.238770
	Iteration 116Q: 3 clusters Score -2.79855e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 268523 members 
Entering Unmasked Estep 
Score: -27985484.000000 Penalty: 6220.238770
	Iteration 117Q: 3 clusters Score -2.798548e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 268605 members 
Entering Unmasked Estep 
Score: -27985514.000000 Penalty: 6220.238770
	Iteration 118Q: 3 clusters Score -2.798551e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 268686 members 
Entering Unmasked Estep 
Score: -27985538.000000 Penalty: 6220.238770
	Iteration 119Q: 3 clusters Score -2.798554e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 268774 members 
Entering Unmasked Estep 
Score: -27985500.000000 Penalty: 6220.238770
	Iteration 120F: 3 clusters Score -2.79855e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 268864 members 
Entering Unmasked Estep 
Score: -27985516.000000 Penalty: 6220.238770
	Iteration 121Q: 3 clusters Score -2.798552e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 268957 members 
Entering Unmasked Estep 
Score: -27985516.000000 Penalty: 6220.238770
	Iteration 122Q: 3 clusters Score -2.798552e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 269038 members 
Entering Unmasked Estep 
Score: -27985516.000000 Penalty: 6220.238770
	Iteration 123Q: 3 clusters Score -2.798552e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 269128 members 
Entering Unmasked Estep 
Score: -27985542.000000 Penalty: 6220.238770
	Iteration 124Q: 3 clusters Score -2.798554e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 269229 members 
Entering Unmasked Estep 
Score: -27985556.000000 Penalty: 6220.238770
	Iteration 125Q: 3 clusters Score -2.798556e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 269313 members 
Entering Unmasked Estep 
Score: -27985604.000000 Penalty: 6220.238770
	Iteration 126Q: 3 clusters Score -2.79856e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 269388 members 
Entering Unmasked Estep 
Score: -27985648.000000 Penalty: 6220.238770
	Iteration 127Q: 3 clusters Score -2.798565e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 269460 members 
Entering Unmasked Estep 
Score: -27985660.000000 Penalty: 6220.238770
	Iteration 128Q: 3 clusters Score -2.798566e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 269523 members 
Entering Unmasked Estep 
Score: -27985676.000000 Penalty: 6220.238770
	Iteration 129Q: 3 clusters Score -2.798568e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 269592 members 
Entering Unmasked Estep 
Score: -27985714.000000 Penalty: 6220.238770
	Iteration 130Q: 3 clusters Score -2.798571e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 269658 members 
Entering Unmasked Estep 
Score: -27985720.000000 Penalty: 6220.238770
	Iteration 131Q: 3 clusters Score -2.798572e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 269716 members 
Entering Unmasked Estep 
Score: -27985706.000000 Penalty: 6220.238770
	Iteration 132Q: 3 clusters Score -2.798571e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 269766 members 
Entering Unmasked Estep 
Score: -27985688.000000 Penalty: 6220.238770
	Iteration 133Q: 3 clusters Score -2.798569e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 269797 members 
Entering Unmasked Estep 
Score: -27985698.000000 Penalty: 6220.238770
	Iteration 134Q: 3 clusters Score -2.79857e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 269827 members 
Entering Unmasked Estep 
Score: -27985702.000000 Penalty: 6220.238770
	Iteration 135Q: 3 clusters Score -2.79857e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 269852 members 
Entering Unmasked Estep 
Score: -27985728.000000 Penalty: 6220.238770
	Iteration 136Q: 3 clusters Score -2.798573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 269881 members 
Entering Unmasked Estep 
Score: -27985718.000000 Penalty: 6220.238770
	Iteration 137Q: 3 clusters Score -2.798572e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 269924 members 
Entering Unmasked Estep 
Score: -27985698.000000 Penalty: 6220.238770
	Iteration 138Q: 3 clusters Score -2.79857e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 269974 members 
Entering Unmasked Estep 
Score: -27985740.000000 Penalty: 6220.238770
	Iteration 139Q: 3 clusters Score -2.798574e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 270025 members 
Entering Unmasked Estep 
Score: -27985760.000000 Penalty: 6220.238770
	Iteration 140F: 3 clusters Score -2.798576e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 270075 members 
Entering Unmasked Estep 
Score: -27985790.000000 Penalty: 6220.238770
	Iteration 141Q: 3 clusters Score -2.798579e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 270120 members 
Entering Unmasked Estep 
Score: -27985782.000000 Penalty: 6220.238770
	Iteration 142Q: 3 clusters Score -2.798578e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 270151 members 
Entering Unmasked Estep 
Score: -27985758.000000 Penalty: 6220.238770
	Iteration 143Q: 3 clusters Score -2.798576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 270170 members 
Entering Unmasked Estep 
Score: -27985778.000000 Penalty: 6220.238770
	Iteration 144Q: 3 clusters Score -2.798578e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 270193 members 
Entering Unmasked Estep 
Score: -27985800.000000 Penalty: 6220.238770
	Iteration 145Q: 3 clusters Score -2.79858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 270212 members 
Entering Unmasked Estep 
Score: -27985818.000000 Penalty: 6220.238770
	Iteration 146Q: 3 clusters Score -2.798582e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 270236 members 
Entering Unmasked Estep 
Score: -27985810.000000 Penalty: 6220.238770
	Iteration 147Q: 3 clusters Score -2.798581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 270255 members 
Entering Unmasked Estep 
Score: -27985806.000000 Penalty: 6220.238770
	Iteration 148Q: 3 clusters Score -2.798581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 270274 members 
Entering Unmasked Estep 
Score: -27985806.000000 Penalty: 6220.238770
	Iteration 149Q: 3 clusters Score -2.798581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 270292 members 
Entering Unmasked Estep 
Score: -27985810.000000 Penalty: 6220.238770
	Iteration 150Q: 3 clusters Score -2.798581e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 270316 members 
Entering Unmasked Estep 
Score: -27985824.000000 Penalty: 6220.238770
	Iteration 151Q: 3 clusters Score -2.798582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 270337 members 
Entering Unmasked Estep 
Score: -27985820.000000 Penalty: 6220.238770
	Iteration 152Q: 3 clusters Score -2.798582e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 270366 members 
Entering Unmasked Estep 
Score: -27985826.000000 Penalty: 6220.238770
	Iteration 153Q: 3 clusters Score -2.798583e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 270395 members 
Entering Unmasked Estep 
Score: -27985854.000000 Penalty: 6220.238770
	Iteration 154Q: 3 clusters Score -2.798585e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 270421 members 
Entering Unmasked Estep 
Score: -27985846.000000 Penalty: 6220.238770
	Iteration 155Q: 3 clusters Score -2.798585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 270439 members 
Entering Unmasked Estep 
Score: -27985846.000000 Penalty: 6220.238770
	Iteration 156Q: 3 clusters Score -2.798585e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 270457 members 
Entering Unmasked Estep 
Score: -27985848.000000 Penalty: 6220.238770
	Iteration 157Q: 3 clusters Score -2.798585e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 270478 members 
Entering Unmasked Estep 
Score: -27985834.000000 Penalty: 6220.238770
	Iteration 158Q: 3 clusters Score -2.798583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 270500 members 
Entering Unmasked Estep 
Score: -27985832.000000 Penalty: 6220.238770
	Iteration 159Q: 3 clusters Score -2.798583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 270522 members 
Entering Unmasked Estep 
Score: -27985840.000000 Penalty: 6220.238770
	Iteration 160F: 3 clusters Score -2.798584e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 270545 members 
Entering Unmasked Estep 
Score: -27985846.000000 Penalty: 6220.238770
	Iteration 161Q: 3 clusters Score -2.798585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 270567 members 
Entering Unmasked Estep 
Score: -27985880.000000 Penalty: 6220.238770
	Iteration 162Q: 3 clusters Score -2.798588e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 270590 members 
Entering Unmasked Estep 
Score: -27985888.000000 Penalty: 6220.238770
	Iteration 163Q: 3 clusters Score -2.798589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 270605 members 
Entering Unmasked Estep 
Score: -27985876.000000 Penalty: 6220.238770
	Iteration 164Q: 3 clusters Score -2.798588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 270624 members 
Entering Unmasked Estep 
Score: -27985878.000000 Penalty: 6220.238770
	Iteration 165Q: 3 clusters Score -2.798588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 270641 members 
Entering Unmasked Estep 
Score: -27985882.000000 Penalty: 6220.238770
	Iteration 166Q: 3 clusters Score -2.798588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 270651 members 
Entering Unmasked Estep 
Score: -27985910.000000 Penalty: 6220.238770
	Iteration 167Q: 3 clusters Score -2.798591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 270664 members 
Entering Unmasked Estep 
Score: -27985902.000000 Penalty: 6220.238770
	Iteration 168Q: 3 clusters Score -2.79859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 270675 members 
Entering Unmasked Estep 
Score: -27985898.000000 Penalty: 6220.238770
	Iteration 169Q: 3 clusters Score -2.79859e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 270694 members 
Entering Unmasked Estep 
Score: -27985914.000000 Penalty: 6220.238770
	Iteration 170Q: 3 clusters Score -2.798591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 270710 members 
Entering Unmasked Estep 
Score: -27985926.000000 Penalty: 6220.238770
	Iteration 171Q: 3 clusters Score -2.798593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 270728 members 
Entering Unmasked Estep 
Score: -27985940.000000 Penalty: 6220.238770
	Iteration 172Q: 3 clusters Score -2.798594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 270749 members 
Entering Unmasked Estep 
Score: -27985930.000000 Penalty: 6220.238770
	Iteration 173Q: 3 clusters Score -2.798593e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 270773 members 
Entering Unmasked Estep 
Score: -27985938.000000 Penalty: 6220.238770
	Iteration 174Q: 3 clusters Score -2.798594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 270795 members 
Entering Unmasked Estep 
Score: -27985950.000000 Penalty: 6220.238770
	Iteration 175Q: 3 clusters Score -2.798595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 270804 members 
Entering Unmasked Estep 
Score: -27985964.000000 Penalty: 6220.238770
	Iteration 176Q: 3 clusters Score -2.798596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 270810 members 
Entering Unmasked Estep 
Score: -27985948.000000 Penalty: 6220.238770
	Iteration 177Q: 3 clusters Score -2.798595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 270813 members 
Entering Unmasked Estep 
Score: -27985958.000000 Penalty: 6220.238770
	Iteration 178Q: 3 clusters Score -2.798596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 270817 members 
Entering Unmasked Estep 
Score: -27985964.000000 Penalty: 6220.238770
	Iteration 179Q: 3 clusters Score -2.798596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 270821 members 
Entering Unmasked Estep 
Score: -27985964.000000 Penalty: 6220.238770
	Iteration 180F: 3 clusters Score -2.798596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 270826 members 
Entering Unmasked Estep 
Score: -27985964.000000 Penalty: 6220.238770
	Iteration 181Q: 3 clusters Score -2.798596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 270828 members 
Entering Unmasked Estep 
Score: -27985946.000000 Penalty: 6220.238770
	Iteration 182Q: 3 clusters Score -2.798595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 270832 members 
Entering Unmasked Estep 
Score: -27985950.000000 Penalty: 6220.238770
	Iteration 183Q: 3 clusters Score -2.798595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 270838 members 
Entering Unmasked Estep 
Score: -27985956.000000 Penalty: 6220.238770
	Iteration 184Q: 3 clusters Score -2.798596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 270844 members 
Entering Unmasked Estep 
Score: -27985960.000000 Penalty: 6220.238770
	Iteration 185Q: 3 clusters Score -2.798596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 270853 members 
Entering Unmasked Estep 
Score: -27985948.000000 Penalty: 6220.238770
	Iteration 186Q: 3 clusters Score -2.798595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 270862 members 
Entering Unmasked Estep 
Score: -27985968.000000 Penalty: 6220.238770
	Iteration 187Q: 3 clusters Score -2.798597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 270868 members 
Entering Unmasked Estep 
Score: -27985960.000000 Penalty: 6220.238770
	Iteration 188Q: 3 clusters Score -2.798596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 270872 members 
Entering Unmasked Estep 
Score: -27985966.000000 Penalty: 6220.238770
	Iteration 189Q: 3 clusters Score -2.798597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 270877 members 
Entering Unmasked Estep 
Score: -27985960.000000 Penalty: 6220.238770
	Iteration 190Q: 3 clusters Score -2.798596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 270881 members 
Entering Unmasked Estep 
Score: -27985948.000000 Penalty: 6220.238770
	Iteration 191Q: 3 clusters Score -2.798595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 270890 members 
Entering Unmasked Estep 
Score: -27985974.000000 Penalty: 6220.238770
	Iteration 192Q: 3 clusters Score -2.798597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 270897 members 
Entering Unmasked Estep 
Score: -27985976.000000 Penalty: 6220.238770
	Iteration 193Q: 3 clusters Score -2.798598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 270905 members 
Entering Unmasked Estep 
Score: -27985974.000000 Penalty: 6220.238770
	Iteration 194Q: 3 clusters Score -2.798597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 270908 members 
Entering Unmasked Estep 
Score: -27985964.000000 Penalty: 6220.238770
	Iteration 195Q: 3 clusters Score -2.798596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 270909 members 
Entering Unmasked Estep 
Score: -27985952.000000 Penalty: 6220.238770
	Iteration 196Q: 3 clusters Score -2.798595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 270911 members 
Entering Unmasked Estep 
Score: -27985944.000000 Penalty: 6220.238770
	Iteration 197Q: 3 clusters Score -2.798594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 270912 members 
Entering Unmasked Estep 
Score: -27985964.000000 Penalty: 6220.238770
	Iteration 198Q: 3 clusters Score -2.798596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 270912 members 
Entering Unmasked Estep 
Score: -27985964.000000 Penalty: 6220.238770
	Iteration 199F: 3 clusters Score -2.798596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Entering Unmasked Estep 
Score: -496415.625000 Penalty: 2121.704346
	Iteration 0F: 2 clusters Score -496415.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -491768.343750 Penalty: 4243.408691
	Iteration 0F: 3 clusters Score -491768.3 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -492968.343750 Penalty: 4243.408691
	Iteration 1F: 3 clusters Score -492968.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -493261.500000 Penalty: 4243.408691
	Iteration 2F: 3 clusters Score -493261.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -493517.750000 Penalty: 4243.408691
	Iteration 3F: 3 clusters Score -493517.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -493759.750000 Penalty: 4243.408691
	Iteration 4F: 3 clusters Score -493759.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -494028.218750 Penalty: 4243.408691
	Iteration 5F: 3 clusters Score -494028.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -494340.718750 Penalty: 4243.408691
	Iteration 6F: 3 clusters Score -494340.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -494696.312500 Penalty: 4243.408691
	Iteration 7F: 3 clusters Score -494696.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -495016.656250 Penalty: 4243.408691
	Iteration 8F: 3 clusters Score -495016.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -495278.812500 Penalty: 4243.408691
	Iteration 9Q: 3 clusters Score -495278.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -495537.968750 Penalty: 4243.408691
	Iteration 10Q: 3 clusters Score -495538 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -495725.343750 Penalty: 4243.408691
	Iteration 11Q: 3 clusters Score -495725.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -495812.093750 Penalty: 4243.408691
	Iteration 12Q: 3 clusters Score -495812.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -495838.343750 Penalty: 4243.408691
	Iteration 13Q: 3 clusters Score -495838.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -495847.375000 Penalty: 4243.408691
	Iteration 14Q: 3 clusters Score -495847.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -495856.781250 Penalty: 4243.408691
	Iteration 15Q: 3 clusters Score -495856.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -495862.281250 Penalty: 4243.408691
	Iteration 16Q: 3 clusters Score -495862.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -495863.093750 Penalty: 4243.408691
	Iteration 17Q: 3 clusters Score -495863.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -495862.437500 Penalty: 4243.408691
	Iteration 18Q: 3 clusters Score -495862.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -495863.687500 Penalty: 4243.408691
	Iteration 19Q: 3 clusters Score -495863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -495863.406250 Penalty: 4243.408691
	Iteration 20F: 3 clusters Score -495863.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Entering Unmasked Estep 
Score: -784807.187500 Penalty: 2220.406494
	Iteration 0F: 2 clusters Score -784807.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -778547.937500 Penalty: 4440.812988
	Iteration 0F: 3 clusters Score -778547.9 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -780255.250000 Penalty: 4440.812988
	Iteration 1F: 3 clusters Score -780255.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -780584.250000 Penalty: 4440.812988
	Iteration 2F: 3 clusters Score -780584.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -780800.625000 Penalty: 4440.812988
	Iteration 3F: 3 clusters Score -780800.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -780991.875000 Penalty: 4440.812988
	Iteration 4Q: 3 clusters Score -780991.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -781190.000000 Penalty: 4440.812988
	Iteration 5Q: 3 clusters Score -781190 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -781377.062500 Penalty: 4440.812988
	Iteration 6Q: 3 clusters Score -781377.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -781536.312500 Penalty: 4440.812988
	Iteration 7Q: 3 clusters Score -781536.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -781692.250000 Penalty: 4440.812988
	Iteration 8Q: 3 clusters Score -781692.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -781861.750000 Penalty: 4440.812988
	Iteration 9Q: 3 clusters Score -781861.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -782049.937500 Penalty: 4440.812988
	Iteration 10Q: 3 clusters Score -782049.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -782202.375000 Penalty: 4440.812988
	Iteration 11Q: 3 clusters Score -782202.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -782335.125000 Penalty: 4440.812988
	Iteration 12Q: 3 clusters Score -782335.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -782436.000000 Penalty: 4440.812988
	Iteration 13Q: 3 clusters Score -782436 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -782503.000000 Penalty: 4440.812988
	Iteration 14Q: 3 clusters Score -782503 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -782574.437500 Penalty: 4440.812988
	Iteration 15Q: 3 clusters Score -782574.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -782649.562500 Penalty: 4440.812988
	Iteration 16Q: 3 clusters Score -782649.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -782716.000000 Penalty: 4440.812988
	Iteration 17Q: 3 clusters Score -782716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -782771.250000 Penalty: 4440.812988
	Iteration 18Q: 3 clusters Score -782771.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -782823.500000 Penalty: 4440.812988
	Iteration 19Q: 3 clusters Score -782823.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -782861.187500 Penalty: 4440.812988
	Iteration 20F: 3 clusters Score -782861.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -782882.125000 Penalty: 4440.812988
	Iteration 21Q: 3 clusters Score -782882.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -782898.437500 Penalty: 4440.812988
	Iteration 22Q: 3 clusters Score -782898.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -782912.312500 Penalty: 4440.812988
	Iteration 23Q: 3 clusters Score -782912.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -782931.000000 Penalty: 4440.812988
	Iteration 24Q: 3 clusters Score -782931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -782942.750000 Penalty: 4440.812988
	Iteration 25Q: 3 clusters Score -782942.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -782954.437500 Penalty: 4440.812988
	Iteration 26Q: 3 clusters Score -782954.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -782961.500000 Penalty: 4440.812988
	Iteration 27Q: 3 clusters Score -782961.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -782968.125000 Penalty: 4440.812988
	Iteration 28Q: 3 clusters Score -782968.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -782970.812500 Penalty: 4440.812988
	Iteration 29Q: 3 clusters Score -782970.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -782977.875000 Penalty: 4440.812988
	Iteration 30Q: 3 clusters Score -782977.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -782982.812500 Penalty: 4440.812988
	Iteration 31Q: 3 clusters Score -782982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -782984.937500 Penalty: 4440.812988
	Iteration 32Q: 3 clusters Score -782984.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -782987.750000 Penalty: 4440.812988
	Iteration 33Q: 3 clusters Score -782987.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -782991.437500 Penalty: 4440.812988
	Iteration 34Q: 3 clusters Score -782991.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -782996.187500 Penalty: 4440.812988
	Iteration 35Q: 3 clusters Score -782996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -782998.187500 Penalty: 4440.812988
	Iteration 36Q: 3 clusters Score -782998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -782998.125000 Penalty: 4440.812988
	Iteration 37Q: 3 clusters Score -782998.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -783000.250000 Penalty: 4440.812988
	Iteration 38Q: 3 clusters Score -783000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -783000.062500 Penalty: 4440.812988
	Iteration 39Q: 3 clusters Score -783000.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -783001.437500 Penalty: 4440.812988
	Iteration 40F: 3 clusters Score -783001.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -783003.375000 Penalty: 4440.812988
	Iteration 41Q: 3 clusters Score -783003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -783004.187500 Penalty: 4440.812988
	Iteration 42Q: 3 clusters Score -783004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -783004.250000 Penalty: 4440.812988
	Iteration 43Q: 3 clusters Score -783004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -783007.375000 Penalty: 4440.812988
	Iteration 44Q: 3 clusters Score -783007.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -783010.187500 Penalty: 4440.812988
	Iteration 45Q: 3 clusters Score -783010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -783011.062500 Penalty: 4440.812988
	Iteration 46Q: 3 clusters Score -783011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -783014.125000 Penalty: 4440.812988
	Iteration 47Q: 3 clusters Score -783014.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -783017.375000 Penalty: 4440.812988
	Iteration 48Q: 3 clusters Score -783017.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -783018.437500 Penalty: 4440.812988
	Iteration 49Q: 3 clusters Score -783018.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -783019.062500 Penalty: 4440.812988
	Iteration 50Q: 3 clusters Score -783019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -783020.437500 Penalty: 4440.812988
	Iteration 51Q: 3 clusters Score -783020.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -783021.875000 Penalty: 4440.812988
	Iteration 52Q: 3 clusters Score -783021.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -783022.687500 Penalty: 4440.812988
	Iteration 53Q: 3 clusters Score -783022.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -783022.687500 Penalty: 4440.812988
	Iteration 54F: 3 clusters Score -783022.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -191639.359375 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -191639.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -188995.031250 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -188995 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -189453.156250 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -189453.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -189579.234375 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -189579.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -189697.937500 Penalty: 3772.768311
	Iteration 3Q: 3 clusters Score -189697.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -189836.093750 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -189836.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -189967.718750 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -189967.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -190106.375000 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -190106.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -190306.296875 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -190306.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -190496.500000 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -190496.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -190653.265625 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -190653.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -190734.296875 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -190734.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -190770.781250 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -190770.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -190794.843750 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -190794.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -190814.359375 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -190814.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -190825.265625 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -190825.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -190835.640625 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -190835.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -190848.890625 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -190848.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -190860.968750 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -190861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -190869.125000 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -190869.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -190875.734375 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -190875.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -190885.015625 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -190885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -190889.906250 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -190889.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -190893.625000 Penalty: 3772.768311
	Iteration 22Q: 3 clusters Score -190893.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -190895.328125 Penalty: 3772.768311
	Iteration 23Q: 3 clusters Score -190895.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -190899.109375 Penalty: 3772.768311
	Iteration 24Q: 3 clusters Score -190899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -190900.062500 Penalty: 3772.768311
	Iteration 25Q: 3 clusters Score -190900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190900.328125 Penalty: 3772.768311
	Iteration 26Q: 3 clusters Score -190900.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -190902.671875 Penalty: 3772.768311
	Iteration 27Q: 3 clusters Score -190902.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -190905.609375 Penalty: 3772.768311
	Iteration 28Q: 3 clusters Score -190905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -190907.593750 Penalty: 3772.768311
	Iteration 29Q: 3 clusters Score -190907.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -190911.187500 Penalty: 3772.768311
	Iteration 30Q: 3 clusters Score -190911.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -190917.296875 Penalty: 3772.768311
	Iteration 31Q: 3 clusters Score -190917.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -190922.578125 Penalty: 3772.768311
	Iteration 32Q: 3 clusters Score -190922.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -190926.031250 Penalty: 3772.768311
	Iteration 33Q: 3 clusters Score -190926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -190928.531250 Penalty: 3772.768311
	Iteration 34Q: 3 clusters Score -190928.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -190931.093750 Penalty: 3772.768311
	Iteration 35Q: 3 clusters Score -190931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -190933.937500 Penalty: 3772.768311
	Iteration 36Q: 3 clusters Score -190933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -190937.437500 Penalty: 3772.768311
	Iteration 37Q: 3 clusters Score -190937.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -190941.265625 Penalty: 3772.768311
	Iteration 38Q: 3 clusters Score -190941.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -190943.625000 Penalty: 3772.768311
	Iteration 39Q: 3 clusters Score -190943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -190947.156250 Penalty: 3772.768311
	Iteration 40F: 3 clusters Score -190947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -190951.109375 Penalty: 3772.768311
	Iteration 41Q: 3 clusters Score -190951.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -190960.125000 Penalty: 3772.768311
	Iteration 42Q: 3 clusters Score -190960.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -190968.937500 Penalty: 3772.768311
	Iteration 43Q: 3 clusters Score -190968.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -190975.468750 Penalty: 3772.768311
	Iteration 44Q: 3 clusters Score -190975.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -190979.062500 Penalty: 3772.768311
	Iteration 45Q: 3 clusters Score -190979.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -190982.562500 Penalty: 3772.768311
	Iteration 46Q: 3 clusters Score -190982.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -190989.812500 Penalty: 3772.768311
	Iteration 47Q: 3 clusters Score -190989.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -190993.421875 Penalty: 3772.768311
	Iteration 48Q: 3 clusters Score -190993.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -191000.734375 Penalty: 3772.768311
	Iteration 49Q: 3 clusters Score -191000.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -191006.578125 Penalty: 3772.768311
	Iteration 50Q: 3 clusters Score -191006.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -191017.359375 Penalty: 3772.768311
	Iteration 51Q: 3 clusters Score -191017.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -191030.109375 Penalty: 3772.768311
	Iteration 52Q: 3 clusters Score -191030.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -191039.906250 Penalty: 3772.768311
	Iteration 53Q: 3 clusters Score -191039.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -191042.828125 Penalty: 3772.768311
	Iteration 54Q: 3 clusters Score -191042.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -191046.609375 Penalty: 3772.768311
	Iteration 55Q: 3 clusters Score -191046.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -191049.953125 Penalty: 3772.768311
	Iteration 56Q: 3 clusters Score -191050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -191049.953125 Penalty: 3772.768311
	Iteration 57F: 3 clusters Score -191050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -283756.093750 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -283756.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -280473.718750 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -280473.7 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -281206.656250 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -281206.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -281437.875000 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -281437.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -281599.562500 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -281599.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -281744.125000 Penalty: 3979.031250
	Iteration 4Q: 3 clusters Score -281744.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -281879.250000 Penalty: 3979.031250
	Iteration 5Q: 3 clusters Score -281879.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -282046.187500 Penalty: 3979.031250
	Iteration 6Q: 3 clusters Score -282046.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -282186.562500 Penalty: 3979.031250
	Iteration 7Q: 3 clusters Score -282186.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -282319.781250 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -282319.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -282419.156250 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -282419.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -282502.656250 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -282502.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -282579.250000 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -282579.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -282629.218750 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -282629.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -282676.375000 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -282676.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -282711.968750 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -282712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -282738.250000 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -282738.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -282771.750000 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -282771.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -282820.156250 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -282820.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -282878.843750 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -282878.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -282936.187500 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -282936.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -282982.843750 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -282982.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -283048.656250 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -283048.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -283123.093750 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -283123.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -283192.531250 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -283192.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -283232.406250 Penalty: 3979.031250
	Iteration 24Q: 3 clusters Score -283232.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -283257.531250 Penalty: 3979.031250
	Iteration 25Q: 3 clusters Score -283257.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -283275.187500 Penalty: 3979.031250
	Iteration 26Q: 3 clusters Score -283275.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -283287.250000 Penalty: 3979.031250
	Iteration 27Q: 3 clusters Score -283287.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -283297.156250 Penalty: 3979.031250
	Iteration 28Q: 3 clusters Score -283297.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -283309.468750 Penalty: 3979.031250
	Iteration 29Q: 3 clusters Score -283309.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -283318.031250 Penalty: 3979.031250
	Iteration 30Q: 3 clusters Score -283318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -283320.968750 Penalty: 3979.031250
	Iteration 31Q: 3 clusters Score -283321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -283325.062500 Penalty: 3979.031250
	Iteration 32Q: 3 clusters Score -283325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -283326.968750 Penalty: 3979.031250
	Iteration 33Q: 3 clusters Score -283327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -283327.687500 Penalty: 3979.031250
	Iteration 34Q: 3 clusters Score -283327.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -283329.125000 Penalty: 3979.031250
	Iteration 35Q: 3 clusters Score -283329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -283330.437500 Penalty: 3979.031250
	Iteration 36Q: 3 clusters Score -283330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -283334.468750 Penalty: 3979.031250
	Iteration 37Q: 3 clusters Score -283334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -283337.593750 Penalty: 3979.031250
	Iteration 38Q: 3 clusters Score -283337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -283339.062500 Penalty: 3979.031250
	Iteration 39Q: 3 clusters Score -283339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -283340.250000 Penalty: 3979.031250
	Iteration 40F: 3 clusters Score -283340.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -283341.218750 Penalty: 3979.031250
	Iteration 41Q: 3 clusters Score -283341.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -283341.656250 Penalty: 3979.031250
	Iteration 42Q: 3 clusters Score -283341.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -283341.906250 Penalty: 3979.031250
	Iteration 43Q: 3 clusters Score -283341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -283343.562500 Penalty: 3979.031250
	Iteration 44Q: 3 clusters Score -283343.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -283343.562500 Penalty: 3979.031250
	Iteration 45F: 3 clusters Score -283343.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (24367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Entering Unmasked Estep 
Score: -2502107.750000 Penalty: 2505.044189
	Iteration 0F: 2 clusters Score -2502108 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 12239 members 
Entering Unmasked Estep 
Score: -2485103.000000 Penalty: 5010.088379
	Iteration 0F: 3 clusters Score -2485103 nChanged 10878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2491003.500000 Penalty: 5010.088379
	Iteration 1F: 3 clusters Score -2491004 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2491343.000000 Penalty: 5010.088379
	Iteration 2Q: 3 clusters Score -2491343 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2491616.750000 Penalty: 5010.088379
	Iteration 3Q: 3 clusters Score -2491617 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2491860.500000 Penalty: 5010.088379
	Iteration 4Q: 3 clusters Score -2491860 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2492113.000000 Penalty: 5010.088379
	Iteration 5Q: 3 clusters Score -2492113 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2492393.500000 Penalty: 5010.088379
	Iteration 6Q: 3 clusters Score -2492394 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2492743.250000 Penalty: 5010.088379
	Iteration 7Q: 3 clusters Score -2492743 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2493210.000000 Penalty: 5010.088379
	Iteration 8Q: 3 clusters Score -2493210 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2493933.500000 Penalty: 5010.088379
	Iteration 9F: 3 clusters Score -2493934 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2494869.500000 Penalty: 5010.088379
	Iteration 10F: 3 clusters Score -2494870 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2495963.500000 Penalty: 5010.088379
	Iteration 11F: 3 clusters Score -2495964 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2497149.500000 Penalty: 5010.088379
	Iteration 12F: 3 clusters Score -2497150 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2498227.250000 Penalty: 5010.088379
	Iteration 13Q: 3 clusters Score -2498227 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -2499011.500000 Penalty: 5010.088379
	Iteration 14Q: 3 clusters Score -2499012 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2499468.000000 Penalty: 5010.088379
	Iteration 15Q: 3 clusters Score -2499468 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -2499715.500000 Penalty: 5010.088379
	Iteration 16Q: 3 clusters Score -2499716 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2499867.250000 Penalty: 5010.088379
	Iteration 17Q: 3 clusters Score -2499867 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -2499933.250000 Penalty: 5010.088379
	Iteration 18Q: 3 clusters Score -2499933 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2499963.250000 Penalty: 5010.088379
	Iteration 19Q: 3 clusters Score -2499963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -2499991.500000 Penalty: 5010.088379
	Iteration 20F: 3 clusters Score -2499992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2500011.250000 Penalty: 5010.088379
	Iteration 21Q: 3 clusters Score -2500011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -2500020.750000 Penalty: 5010.088379
	Iteration 22Q: 3 clusters Score -2500021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2500027.500000 Penalty: 5010.088379
	Iteration 23Q: 3 clusters Score -2500028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -2500040.250000 Penalty: 5010.088379
	Iteration 24Q: 3 clusters Score -2500040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2500049.000000 Penalty: 5010.088379
	Iteration 25Q: 3 clusters Score -2500049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2500058.000000 Penalty: 5010.088379
	Iteration 26Q: 3 clusters Score -2500058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -2500060.250000 Penalty: 5010.088379
	Iteration 27Q: 3 clusters Score -2500060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -2500064.500000 Penalty: 5010.088379
	Iteration 28Q: 3 clusters Score -2500064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -2500068.000000 Penalty: 5010.088379
	Iteration 29Q: 3 clusters Score -2500068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -2500069.250000 Penalty: 5010.088379
	Iteration 30Q: 3 clusters Score -2500069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2500069.500000 Penalty: 5010.088379
	Iteration 31Q: 3 clusters Score -2500070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2500076.500000 Penalty: 5010.088379
	Iteration 32Q: 3 clusters Score -2500076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -2500078.000000 Penalty: 5010.088379
	Iteration 33Q: 3 clusters Score -2500078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2500074.500000 Penalty: 5010.088379
	Iteration 34Q: 3 clusters Score -2500074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2500074.500000 Penalty: 5010.088379
	Iteration 35F: 3 clusters Score -2500074 nChanged 0
21->37 Clusters: Score -157157984.000000, best is -157153680.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 1618423 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77050 members 
Mstep: Class 2 contains 77292 members 
Mstep: Class 3 contains 76672 members 
Mstep: Class 4 contains 77395 members 
Mstep: Class 5 contains 77088 members 
Mstep: Class 6 contains 77030 members 
Mstep: Class 7 contains 77029 members 
Mstep: Class 8 contains 76715 members 
Mstep: Class 9 contains 77243 members 
Mstep: Class 10 contains 76770 members 
Mstep: Class 11 contains 77171 members 
Mstep: Class 12 contains 77260 members 
Mstep: Class 13 contains 77232 members 
Mstep: Class 14 contains 76967 members 
Mstep: Class 15 contains 77018 members 
Mstep: Class 16 contains 76810 members 
Mstep: Class 17 contains 77273 members 
Mstep: Class 18 contains 76670 members 
Mstep: Class 19 contains 77482 members 
Mstep: Class 20 contains 76785 members 
Mstep: Class 21 contains 77471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1463.377563 but Gain 3545.640625
Score: -150135232.000000 Penalty: 70912.937500
Iteration 0F: 21 clusters Score -1.501352e+08 nChanged 1533184
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 118375 members 
Mstep: Class 2 contains 49508 members 
Mstep: Class 3 contains 115721 members 
Mstep: Class 4 contains 52963 members 
Mstep: Class 5 contains 226573 members 
Mstep: Class 6 contains 58425 members 
Mstep: Class 7 contains 65711 members 
Mstep: Class 8 contains 60508 members 
Mstep: Class 10 contains 65792 members 
Mstep: Class 11 contains 57170 members 
Mstep: Class 12 contains 98729 members 
Mstep: Class 13 contains 71562 members 
Mstep: Class 14 contains 48148 members 
Mstep: Class 15 contains 103941 members 
Mstep: Class 16 contains 66661 members 
Mstep: Class 17 contains 60268 members 
Mstep: Class 18 contains 70560 members 
Mstep: Class 19 contains 61594 members 
Mstep: Class 20 contains 79035 members 
Mstep: Class 21 contains 86910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154313168.000000 Penalty: 70912.937500
Iteration 1F: 21 clusters Score -1.543132e+08 nChanged 557257
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 151320 members 
Mstep: Class 2 contains 27612 members 
Mstep: Class 3 contains 117456 members 
Mstep: Class 4 contains 41994 members 
Mstep: Class 5 contains 244314 members 
Mstep: Class 6 contains 37911 members 
Mstep: Class 7 contains 54953 members 
Mstep: Class 8 contains 41313 members 
Mstep: Class 10 contains 68088 members 
Mstep: Class 11 contains 56352 members 
Mstep: Class 12 contains 148193 members 
Mstep: Class 13 contains 62561 members 
Mstep: Class 14 contains 36395 members 
Mstep: Class 15 contains 114096 members 
Mstep: Class 16 contains 72090 members 
Mstep: Class 17 contains 47917 members 
Mstep: Class 18 contains 80585 members 
Mstep: Class 19 contains 43126 members 
Mstep: Class 20 contains 83871 members 
Mstep: Class 21 contains 88227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155184960.000000 Penalty: 70912.937500
Iteration 2F: 21 clusters Score -1.55185e+08 nChanged 385315
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 169414 members 
Mstep: Class 2 contains 17440 members 
Mstep: Class 3 contains 123265 members 
Mstep: Class 4 contains 44186 members 
Mstep: Class 5 contains 264234 members 
Mstep: Class 6 contains 23740 members 
Mstep: Class 7 contains 53985 members 
Mstep: Class 8 contains 36000 members 
Mstep: Class 10 contains 68545 members 
Mstep: Class 11 contains 62753 members 
Mstep: Class 12 contains 180314 members 
Mstep: Class 13 contains 59851 members 
Mstep: Class 14 contains 26993 members 
Mstep: Class 15 contains 108730 members 
Mstep: Class 16 contains 68091 members 
Mstep: Class 17 contains 37230 members 
Mstep: Class 18 contains 79743 members 
Mstep: Class 19 contains 31477 members 
Mstep: Class 20 contains 79591 members 
Mstep: Class 21 contains 82807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155600608.000000 Penalty: 70912.937500
Iteration 3F: 21 clusters Score -1.556006e+08 nChanged 286753
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 182763 members 
Mstep: Class 2 contains 13224 members 
Mstep: Class 3 contains 128223 members 
Mstep: Class 4 contains 46466 members 
Mstep: Class 5 contains 290183 members 
Mstep: Class 6 contains 16937 members 
Mstep: Class 7 contains 60242 members 
Mstep: Class 8 contains 37130 members 
Mstep: Class 10 contains 66934 members 
Mstep: Class 11 contains 65118 members 
Mstep: Class 12 contains 199117 members 
Mstep: Class 13 contains 57773 members 
Mstep: Class 14 contains 20239 members 
Mstep: Class 15 contains 101350 members 
Mstep: Class 16 contains 59514 members 
Mstep: Class 17 contains 27925 members 
Mstep: Class 18 contains 71075 members 
Mstep: Class 19 contains 26552 members 
Mstep: Class 20 contains 73378 members 
Mstep: Class 21 contains 74248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155844016.000000 Penalty: 70912.937500
Iteration 4F: 21 clusters Score -1.55844e+08 nChanged 233443
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 199604 members 
Mstep: Class 2 contains 11854 members 
Mstep: Class 3 contains 132188 members 
Mstep: Class 4 contains 46669 members 
Mstep: Class 5 contains 315251 members 
Mstep: Class 6 contains 13458 members 
Mstep: Class 7 contains 69128 members 
Mstep: Class 8 contains 39343 members 
Mstep: Class 10 contains 63890 members 
Mstep: Class 11 contains 64720 members 
Mstep: Class 12 contains 208472 members 
Mstep: Class 13 contains 52610 members 
Mstep: Class 14 contains 15996 members 
Mstep: Class 15 contains 95547 members 
Mstep: Class 16 contains 49460 members 
Mstep: Class 17 contains 20650 members 
Mstep: Class 18 contains 59128 members 
Mstep: Class 19 contains 25756 members 
Mstep: Class 20 contains 69166 members 
Mstep: Class 21 contains 65500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156022704.000000 Penalty: 70912.937500
Iteration 5F: 21 clusters Score -1.560227e+08 nChanged 200213
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 221239 members 
Mstep: Class 2 contains 11787 members 
Mstep: Class 3 contains 138142 members 
Mstep: Class 4 contains 45641 members 
Mstep: Class 5 contains 335427 members 
Mstep: Class 6 contains 11656 members 
Mstep: Class 7 contains 77642 members 
Mstep: Class 8 contains 41709 members 
Mstep: Class 10 contains 60173 members 
Mstep: Class 11 contains 63153 members 
Mstep: Class 12 contains 209146 members 
Mstep: Class 13 contains 46649 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 87889 members 
Mstep: Class 16 contains 40598 members 
Mstep: Class 17 contains 15766 members 
Mstep: Class 18 contains 46572 members 
Mstep: Class 19 contains 26486 members 
Mstep: Class 20 contains 67051 members 
Mstep: Class 21 contains 58182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156169248.000000 Penalty: 70912.937500
Iteration 6F: 21 clusters Score -1.561692e+08 nChanged 176797
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 244991 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 149304 members 
Mstep: Class 4 contains 43700 members 
Mstep: Class 5 contains 347854 members 
Mstep: Class 6 contains 10577 members 
Mstep: Class 7 contains 85442 members 
Mstep: Class 8 contains 44192 members 
Mstep: Class 10 contains 56159 members 
Mstep: Class 11 contains 61332 members 
Mstep: Class 12 contains 200752 members 
Mstep: Class 13 contains 45184 members 
Mstep: Class 14 contains 11830 members 
Mstep: Class 15 contains 76849 members 
Mstep: Class 16 contains 34888 members 
Mstep: Class 17 contains 12839 members 
Mstep: Class 18 contains 35237 members 
Mstep: Class 19 contains 26892 members 
Mstep: Class 20 contains 66230 members 
Mstep: Class 21 contains 52396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156281952.000000 Penalty: 70912.937500
Iteration 7F: 21 clusters Score -1.56282e+08 nChanged 160875
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 268778 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 166552 members 
Mstep: Class 4 contains 41292 members 
Mstep: Class 5 contains 352215 members 
Mstep: Class 6 contains 10063 members 
Mstep: Class 7 contains 92313 members 
Mstep: Class 8 contains 46628 members 
Mstep: Class 10 contains 52212 members 
Mstep: Class 11 contains 59518 members 
Mstep: Class 12 contains 185712 members 
Mstep: Class 13 contains 44568 members 
Mstep: Class 14 contains 10805 members 
Mstep: Class 15 contains 64108 members 
Mstep: Class 16 contains 32834 members 
Mstep: Class 17 contains 11284 members 
Mstep: Class 18 contains 26074 members 
Mstep: Class 19 contains 27106 members 
Mstep: Class 20 contains 66550 members 
Mstep: Class 21 contains 47700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156382240.000000 Penalty: 70912.937500
Iteration 8F: 21 clusters Score -1.563822e+08 nChanged 145381
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 290350 members 
Mstep: Class 2 contains 12709 members 
Mstep: Class 3 contains 188662 members 
Mstep: Class 4 contains 38685 members 
Mstep: Class 5 contains 348010 members 
Mstep: Class 6 contains 10414 members 
Mstep: Class 7 contains 98321 members 
Mstep: Class 8 contains 49106 members 
Mstep: Class 10 contains 48475 members 
Mstep: Class 11 contains 57605 members 
Mstep: Class 12 contains 167909 members 
Mstep: Class 13 contains 43746 members 
Mstep: Class 14 contains 10390 members 
Mstep: Class 15 contains 51892 members 
Mstep: Class 16 contains 33226 members 
Mstep: Class 17 contains 10327 members 
Mstep: Class 18 contains 19554 members 
Mstep: Class 19 contains 27316 members 
Mstep: Class 20 contains 68179 members 
Mstep: Class 21 contains 43529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156464848.000000 Penalty: 70912.937500
Iteration 9F: 21 clusters Score -1.564648e+08 nChanged 128215
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 308957 members 
Mstep: Class 2 contains 13223 members 
Mstep: Class 3 contains 211575 members 
Mstep: Class 4 contains 36530 members 
Mstep: Class 5 contains 337676 members 
Mstep: Class 6 contains 11454 members 
Mstep: Class 7 contains 103286 members 
Mstep: Class 8 contains 51369 members 
Mstep: Class 10 contains 45045 members 
Mstep: Class 11 contains 55609 members 
Mstep: Class 12 contains 150946 members 
Mstep: Class 13 contains 43018 members 
Mstep: Class 14 contains 10382 members 
Mstep: Class 15 contains 41330 members 
Mstep: Class 16 contains 34736 members 
Mstep: Class 17 contains 9757 members 
Mstep: Class 18 contains 15533 members 
Mstep: Class 19 contains 27504 members 
Mstep: Class 20 contains 70661 members 
Mstep: Class 21 contains 39814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156531568.000000 Penalty: 70912.937500
Iteration 10F: 21 clusters Score -1.565316e+08 nChanged 108834
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 324648 members 
Mstep: Class 2 contains 13738 members 
Mstep: Class 3 contains 231473 members 
Mstep: Class 4 contains 34729 members 
Mstep: Class 5 contains 323685 members 
Mstep: Class 6 contains 12755 members 
Mstep: Class 7 contains 107551 members 
Mstep: Class 8 contains 53406 members 
Mstep: Class 10 contains 42157 members 
Mstep: Class 11 contains 53741 members 
Mstep: Class 12 contains 137341 members 
Mstep: Class 13 contains 42308 members 
Mstep: Class 14 contains 10533 members 
Mstep: Class 15 contains 32705 members 
Mstep: Class 16 contains 36853 members 
Mstep: Class 17 contains 9321 members 
Mstep: Class 18 contains 13967 members 
Mstep: Class 19 contains 27603 members 
Mstep: Class 20 contains 73268 members 
Mstep: Class 21 contains 36624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156588000.000000 Penalty: 70912.937500
Iteration 11F: 21 clusters Score -1.56588e+08 nChanged 93070
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 340649 members 
Mstep: Class 2 contains 14311 members 
Mstep: Class 3 contains 247046 members 
Mstep: Class 4 contains 33346 members 
Mstep: Class 5 contains 306796 members 
Mstep: Class 6 contains 14204 members 
Mstep: Class 7 contains 111097 members 
Mstep: Class 8 contains 55125 members 
Mstep: Class 10 contains 39752 members 
Mstep: Class 11 contains 52039 members 
Mstep: Class 12 contains 125892 members 
Mstep: Class 13 contains 41711 members 
Mstep: Class 14 contains 10709 members 
Mstep: Class 15 contains 25976 members 
Mstep: Class 16 contains 39484 members 
Mstep: Class 17 contains 9013 members 
Mstep: Class 18 contains 14235 members 
Mstep: Class 19 contains 27689 members 
Mstep: Class 20 contains 75369 members 
Mstep: Class 21 contains 33963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156631600.000000 Penalty: 70912.937500
Iteration 12F: 21 clusters Score -1.566316e+08 nChanged 86970
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 360199 members 
Mstep: Class 2 contains 14841 members 
Mstep: Class 3 contains 259357 members 
Mstep: Class 4 contains 32244 members 
Mstep: Class 5 contains 285659 members 
Mstep: Class 6 contains 15572 members 
Mstep: Class 7 contains 114199 members 
Mstep: Class 8 contains 56449 members 
Mstep: Class 10 contains 37674 members 
Mstep: Class 11 contains 50526 members 
Mstep: Class 12 contains 114763 members 
Mstep: Class 13 contains 41248 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 20886 members 
Mstep: Class 16 contains 42813 members 
Mstep: Class 17 contains 8609 members 
Mstep: Class 18 contains 16030 members 
Mstep: Class 19 contains 27610 members 
Mstep: Class 20 contains 77199 members 
Mstep: Class 21 contains 31659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156665248.000000 Penalty: 70912.937500
Iteration 13F: 21 clusters Score -1.566652e+08 nChanged 85278
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 380293 members 
Mstep: Class 2 contains 15220 members 
Mstep: Class 3 contains 269628 members 
Mstep: Class 4 contains 31329 members 
Mstep: Class 5 contains 262087 members 
Mstep: Class 6 contains 16848 members 
Mstep: Class 7 contains 117371 members 
Mstep: Class 8 contains 57362 members 
Mstep: Class 10 contains 35849 members 
Mstep: Class 11 contains 49337 members 
Mstep: Class 12 contains 103712 members 
Mstep: Class 13 contains 40865 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 16955 members 
Mstep: Class 16 contains 47064 members 
Mstep: Class 17 contains 8122 members 
Mstep: Class 18 contains 18992 members 
Mstep: Class 19 contains 27445 members 
Mstep: Class 20 contains 79229 members 
Mstep: Class 21 contains 29738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156689920.000000 Penalty: 70912.937500
Iteration 14F: 21 clusters Score -1.566899e+08 nChanged 82243
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 395910 members 
Mstep: Class 2 contains 15543 members 
Mstep: Class 3 contains 278530 members 
Mstep: Class 4 contains 30541 members 
Mstep: Class 5 contains 239332 members 
Mstep: Class 6 contains 18085 members 
Mstep: Class 7 contains 121377 members 
Mstep: Class 8 contains 57917 members 
Mstep: Class 10 contains 34327 members 
Mstep: Class 11 contains 48276 members 
Mstep: Class 12 contains 93148 members 
Mstep: Class 13 contains 40570 members 
Mstep: Class 14 contains 11045 members 
Mstep: Class 15 contains 13932 members 
Mstep: Class 16 contains 51986 members 
Mstep: Class 17 contains 7692 members 
Mstep: Class 18 contains 22906 members 
Mstep: Class 19 contains 27316 members 
Mstep: Class 20 contains 81859 members 
Mstep: Class 21 contains 28114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156708720.000000 Penalty: 70912.937500
Iteration 15F: 21 clusters Score -1.567087e+08 nChanged 75894
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 403321 members 
Mstep: Class 2 contains 15790 members 
Mstep: Class 3 contains 286590 members 
Mstep: Class 4 contains 29942 members 
Mstep: Class 5 contains 220186 members 
Mstep: Class 6 contains 19302 members 
Mstep: Class 7 contains 126842 members 
Mstep: Class 8 contains 58265 members 
Mstep: Class 10 contains 32878 members 
Mstep: Class 11 contains 47331 members 
Mstep: Class 12 contains 84383 members 
Mstep: Class 13 contains 40338 members 
Mstep: Class 14 contains 11167 members 
Mstep: Class 15 contains 11475 members 
Mstep: Class 16 contains 57321 members 
Mstep: Class 17 contains 7412 members 
Mstep: Class 18 contains 27296 members 
Mstep: Class 19 contains 27131 members 
Mstep: Class 20 contains 84774 members 
Mstep: Class 21 contains 26662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156726528.000000 Penalty: 70912.937500
Iteration 16Q: 21 clusters Score -1.567265e+08 nChanged 67805
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 403924 members 
Mstep: Class 2 contains 15997 members 
Mstep: Class 3 contains 294013 members 
Mstep: Class 4 contains 29444 members 
Mstep: Class 5 contains 204774 members 
Mstep: Class 6 contains 20384 members 
Mstep: Class 7 contains 133456 members 
Mstep: Class 8 contains 58525 members 
Mstep: Class 10 contains 31392 members 
Mstep: Class 11 contains 46480 members 
Mstep: Class 12 contains 77409 members 
Mstep: Class 13 contains 40083 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 9614 members 
Mstep: Class 16 contains 62931 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 31708 members 
Mstep: Class 19 contains 26909 members 
Mstep: Class 20 contains 87561 members 
Mstep: Class 21 contains 25229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156745040.000000 Penalty: 70912.937500
Iteration 17Q: 21 clusters Score -1.56745e+08 nChanged 60627
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 400369 members 
Mstep: Class 2 contains 16095 members 
Mstep: Class 3 contains 301098 members 
Mstep: Class 4 contains 29040 members 
Mstep: Class 5 contains 191922 members 
Mstep: Class 6 contains 21425 members 
Mstep: Class 7 contains 140843 members 
Mstep: Class 8 contains 58853 members 
Mstep: Class 10 contains 29988 members 
Mstep: Class 11 contains 45688 members 
Mstep: Class 12 contains 71885 members 
Mstep: Class 13 contains 39722 members 
Mstep: Class 14 contains 11768 members 
Mstep: Class 15 contains 8219 members 
Mstep: Class 16 contains 68343 members 
Mstep: Class 17 contains 6939 members 
Mstep: Class 18 contains 35701 members 
Mstep: Class 19 contains 26548 members 
Mstep: Class 20 contains 89947 members 
Mstep: Class 21 contains 24013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156765120.000000 Penalty: 70912.937500
Iteration 18Q: 21 clusters Score -1.567651e+08 nChanged 54477
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 394754 members 
Mstep: Class 2 contains 16153 members 
Mstep: Class 3 contains 307343 members 
Mstep: Class 4 contains 28648 members 
Mstep: Class 5 contains 180930 members 
Mstep: Class 6 contains 22404 members 
Mstep: Class 7 contains 148878 members 
Mstep: Class 8 contains 59153 members 
Mstep: Class 10 contains 28692 members 
Mstep: Class 11 contains 44885 members 
Mstep: Class 12 contains 67484 members 
Mstep: Class 13 contains 39235 members 
Mstep: Class 14 contains 12218 members 
Mstep: Class 15 contains 7237 members 
Mstep: Class 16 contains 73263 members 
Mstep: Class 17 contains 6690 members 
Mstep: Class 18 contains 39392 members 
Mstep: Class 19 contains 26160 members 
Mstep: Class 20 contains 91951 members 
Mstep: Class 21 contains 22936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156786592.000000 Penalty: 70912.937500
Iteration 19Q: 21 clusters Score -1.567866e+08 nChanged 49438
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 388150 members 
Mstep: Class 2 contains 16240 members 
Mstep: Class 3 contains 312836 members 
Mstep: Class 4 contains 28339 members 
Mstep: Class 5 contains 171363 members 
Mstep: Class 6 contains 23306 members 
Mstep: Class 7 contains 157335 members 
Mstep: Class 8 contains 59336 members 
Mstep: Class 10 contains 27487 members 
Mstep: Class 11 contains 44060 members 
Mstep: Class 12 contains 63872 members 
Mstep: Class 13 contains 38729 members 
Mstep: Class 14 contains 12724 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 77618 members 
Mstep: Class 17 contains 6361 members 
Mstep: Class 18 contains 42730 members 
Mstep: Class 19 contains 25664 members 
Mstep: Class 20 contains 93485 members 
Mstep: Class 21 contains 22064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156805504.000000 Penalty: 70912.937500
Iteration 20F: 21 clusters Score -1.568055e+08 nChanged 45273
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 380860 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 317542 members 
Mstep: Class 4 contains 28044 members 
Mstep: Class 5 contains 163331 members 
Mstep: Class 6 contains 24092 members 
Mstep: Class 7 contains 166369 members 
Mstep: Class 8 contains 59451 members 
Mstep: Class 10 contains 26405 members 
Mstep: Class 11 contains 43241 members 
Mstep: Class 12 contains 60765 members 
Mstep: Class 13 contains 38201 members 
Mstep: Class 14 contains 13216 members 
Mstep: Class 15 contains 6569 members 
Mstep: Class 16 contains 81401 members 
Mstep: Class 17 contains 5882 members 
Mstep: Class 18 contains 45771 members 
Mstep: Class 19 contains 25123 members 
Mstep: Class 20 contains 94635 members 
Mstep: Class 21 contains 21256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156824016.000000 Penalty: 70912.937500
Iteration 21Q: 21 clusters Score -1.56824e+08 nChanged 40876
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 374008 members 
Mstep: Class 2 contains 16223 members 
Mstep: Class 3 contains 321506 members 
Mstep: Class 4 contains 27808 members 
Mstep: Class 5 contains 156718 members 
Mstep: Class 6 contains 24791 members 
Mstep: Class 7 contains 175160 members 
Mstep: Class 8 contains 59493 members 
Mstep: Class 10 contains 25375 members 
Mstep: Class 11 contains 42316 members 
Mstep: Class 12 contains 57914 members 
Mstep: Class 13 contains 37670 members 
Mstep: Class 14 contains 13691 members 
Mstep: Class 15 contains 6921 members 
Mstep: Class 16 contains 84615 members 
Mstep: Class 17 contains 5338 members 
Mstep: Class 18 contains 48372 members 
Mstep: Class 19 contains 24576 members 
Mstep: Class 20 contains 95312 members 
Mstep: Class 21 contains 20599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156844096.000000 Penalty: 70912.937500
Iteration 22Q: 21 clusters Score -1.568441e+08 nChanged 37215
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 367366 members 
Mstep: Class 2 contains 16139 members 
Mstep: Class 3 contains 325458 members 
Mstep: Class 4 contains 27601 members 
Mstep: Class 5 contains 151197 members 
Mstep: Class 6 contains 25494 members 
Mstep: Class 7 contains 183750 members 
Mstep: Class 8 contains 59532 members 
Mstep: Class 10 contains 24321 members 
Mstep: Class 11 contains 41241 members 
Mstep: Class 12 contains 55186 members 
Mstep: Class 13 contains 37173 members 
Mstep: Class 14 contains 14126 members 
Mstep: Class 15 contains 7722 members 
Mstep: Class 16 contains 87277 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 50337 members 
Mstep: Class 19 contains 24034 members 
Mstep: Class 20 contains 95652 members 
Mstep: Class 21 contains 19978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156861136.000000 Penalty: 70912.937500
Iteration 23Q: 21 clusters Score -1.568611e+08 nChanged 34170
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 361442 members 
Mstep: Class 2 contains 16033 members 
Mstep: Class 3 contains 329464 members 
Mstep: Class 4 contains 27413 members 
Mstep: Class 5 contains 146446 members 
Mstep: Class 6 contains 26166 members 
Mstep: Class 7 contains 191724 members 
Mstep: Class 8 contains 59562 members 
Mstep: Class 10 contains 23324 members 
Mstep: Class 11 contains 40039 members 
Mstep: Class 12 contains 52372 members 
Mstep: Class 13 contains 36652 members 
Mstep: Class 14 contains 14522 members 
Mstep: Class 15 contains 8830 members 
Mstep: Class 16 contains 89497 members 
Mstep: Class 17 contains 4300 members 
Mstep: Class 18 contains 51856 members 
Mstep: Class 19 contains 23490 members 
Mstep: Class 20 contains 95817 members 
Mstep: Class 21 contains 19456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156875120.000000 Penalty: 70912.937500
Iteration 24Q: 21 clusters Score -1.568751e+08 nChanged 31652
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 356159 members 
Mstep: Class 2 contains 15828 members 
Mstep: Class 3 contains 333533 members 
Mstep: Class 4 contains 27229 members 
Mstep: Class 5 contains 142364 members 
Mstep: Class 6 contains 26990 members 
Mstep: Class 7 contains 198996 members 
Mstep: Class 8 contains 59591 members 
Mstep: Class 10 contains 22413 members 
Mstep: Class 11 contains 38845 members 
Mstep: Class 12 contains 49455 members 
Mstep: Class 13 contains 36146 members 
Mstep: Class 14 contains 14934 members 
Mstep: Class 15 contains 9974 members 
Mstep: Class 16 contains 91380 members 
Mstep: Class 17 contains 3818 members 
Mstep: Class 18 contains 53036 members 
Mstep: Class 19 contains 22900 members 
Mstep: Class 20 contains 95824 members 
Mstep: Class 21 contains 18990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156887440.000000 Penalty: 70912.937500
Iteration 25Q: 21 clusters Score -1.568874e+08 nChanged 28658
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 351786 members 
Mstep: Class 2 contains 15652 members 
Mstep: Class 3 contains 337282 members 
Mstep: Class 4 contains 27046 members 
Mstep: Class 5 contains 138868 members 
Mstep: Class 6 contains 27867 members 
Mstep: Class 7 contains 205291 members 
Mstep: Class 8 contains 59634 members 
Mstep: Class 10 contains 21744 members 
Mstep: Class 11 contains 37870 members 
Mstep: Class 12 contains 46787 members 
Mstep: Class 13 contains 35740 members 
Mstep: Class 14 contains 15315 members 
Mstep: Class 15 contains 10888 members 
Mstep: Class 16 contains 92811 members 
Mstep: Class 17 contains 3419 members 
Mstep: Class 18 contains 53918 members 
Mstep: Class 19 contains 22333 members 
Mstep: Class 20 contains 95621 members 
Mstep: Class 21 contains 18533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156897760.000000 Penalty: 70912.937500
Iteration 26Q: 21 clusters Score -1.568978e+08 nChanged 25566
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 347913 members 
Mstep: Class 2 contains 15463 members 
Mstep: Class 3 contains 340574 members 
Mstep: Class 4 contains 26859 members 
Mstep: Class 5 contains 135867 members 
Mstep: Class 6 contains 28863 members 
Mstep: Class 7 contains 210625 members 
Mstep: Class 8 contains 59748 members 
Mstep: Class 10 contains 21359 members 
Mstep: Class 11 contains 37188 members 
Mstep: Class 12 contains 44413 members 
Mstep: Class 13 contains 35389 members 
Mstep: Class 14 contains 15703 members 
Mstep: Class 15 contains 11525 members 
Mstep: Class 16 contains 93931 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 54556 members 
Mstep: Class 19 contains 21832 members 
Mstep: Class 20 contains 95367 members 
Mstep: Class 21 contains 18146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156907520.000000 Penalty: 70912.937500
Iteration 27Q: 21 clusters Score -1.569075e+08 nChanged 23545
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 344575 members 
Mstep: Class 2 contains 15333 members 
Mstep: Class 3 contains 343289 members 
Mstep: Class 4 contains 26694 members 
Mstep: Class 5 contains 133279 members 
Mstep: Class 6 contains 29997 members 
Mstep: Class 7 contains 215114 members 
Mstep: Class 8 contains 59886 members 
Mstep: Class 10 contains 21087 members 
Mstep: Class 11 contains 36812 members 
Mstep: Class 12 contains 42227 members 
Mstep: Class 13 contains 35128 members 
Mstep: Class 14 contains 16071 members 
Mstep: Class 15 contains 11976 members 
Mstep: Class 16 contains 94801 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 54993 members 
Mstep: Class 19 contains 21351 members 
Mstep: Class 20 contains 95196 members 
Mstep: Class 21 contains 17764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3486.329590 but Gain 3545.648438
Score: -156916032.000000 Penalty: 67367.289062
Iteration 28Q: 20 clusters Score -1.56916e+08 nChanged 24409
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 342233 members 
Mstep: Class 2 contains 15359 members 
Mstep: Class 3 contains 345403 members 
Mstep: Class 4 contains 26549 members 
Mstep: Class 5 contains 130934 members 
Mstep: Class 6 contains 31278 members 
Mstep: Class 7 contains 220047 members 
Mstep: Class 8 contains 60024 members 
Mstep: Class 10 contains 20957 members 
Mstep: Class 11 contains 36566 members 
Mstep: Class 12 contains 40381 members 
Mstep: Class 13 contains 34882 members 
Mstep: Class 14 contains 16482 members 
Mstep: Class 15 contains 12314 members 
Mstep: Class 16 contains 95474 members 
Mstep: Class 18 contains 55236 members 
Mstep: Class 19 contains 20925 members 
Mstep: Class 20 contains 95959 members 
Mstep: Class 21 contains 17401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156928464.000000 Penalty: 67367.289062
Iteration 29Q: 20 clusters Score -1.569285e+08 nChanged 20392
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 340021 members 
Mstep: Class 2 contains 15475 members 
Mstep: Class 3 contains 346616 members 
Mstep: Class 4 contains 26444 members 
Mstep: Class 5 contains 128824 members 
Mstep: Class 6 contains 32531 members 
Mstep: Class 7 contains 222863 members 
Mstep: Class 8 contains 60172 members 
Mstep: Class 10 contains 20883 members 
Mstep: Class 11 contains 36443 members 
Mstep: Class 12 contains 38775 members 
Mstep: Class 13 contains 34694 members 
Mstep: Class 14 contains 16880 members 
Mstep: Class 15 contains 12579 members 
Mstep: Class 16 contains 96017 members 
Mstep: Class 18 contains 55324 members 
Mstep: Class 19 contains 20518 members 
Mstep: Class 20 contains 96346 members 
Mstep: Class 21 contains 16999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156937040.000000 Penalty: 67367.289062
Iteration 30Q: 20 clusters Score -1.56937e+08 nChanged 18937
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 338573 members 
Mstep: Class 2 contains 15766 members 
Mstep: Class 3 contains 347132 members 
Mstep: Class 4 contains 26327 members 
Mstep: Class 5 contains 126909 members 
Mstep: Class 6 contains 33493 members 
Mstep: Class 7 contains 224966 members 
Mstep: Class 8 contains 60234 members 
Mstep: Class 10 contains 20845 members 
Mstep: Class 11 contains 36416 members 
Mstep: Class 12 contains 37445 members 
Mstep: Class 13 contains 34567 members 
Mstep: Class 14 contains 17244 members 
Mstep: Class 15 contains 12797 members 
Mstep: Class 16 contains 96440 members 
Mstep: Class 18 contains 55323 members 
Mstep: Class 19 contains 20107 members 
Mstep: Class 20 contains 97098 members 
Mstep: Class 21 contains 16722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156942736.000000 Penalty: 67367.289062
Iteration 31Q: 20 clusters Score -1.569427e+08 nChanged 17440
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 337679 members 
Mstep: Class 2 contains 16137 members 
Mstep: Class 3 contains 347107 members 
Mstep: Class 4 contains 26242 members 
Mstep: Class 5 contains 125276 members 
Mstep: Class 6 contains 34002 members 
Mstep: Class 7 contains 226408 members 
Mstep: Class 8 contains 60274 members 
Mstep: Class 10 contains 20837 members 
Mstep: Class 11 contains 36403 members 
Mstep: Class 12 contains 36365 members 
Mstep: Class 13 contains 34457 members 
Mstep: Class 14 contains 17598 members 
Mstep: Class 15 contains 12982 members 
Mstep: Class 16 contains 96837 members 
Mstep: Class 18 contains 55243 members 
Mstep: Class 19 contains 19734 members 
Mstep: Class 20 contains 98332 members 
Mstep: Class 21 contains 16490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156946576.000000 Penalty: 67367.289062
Iteration 32Q: 20 clusters Score -1.569466e+08 nChanged 15637
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 336882 members 
Mstep: Class 2 contains 16519 members 
Mstep: Class 3 contains 346854 members 
Mstep: Class 4 contains 26137 members 
Mstep: Class 5 contains 123913 members 
Mstep: Class 6 contains 34165 members 
Mstep: Class 7 contains 227539 members 
Mstep: Class 8 contains 60281 members 
Mstep: Class 10 contains 20869 members 
Mstep: Class 11 contains 36385 members 
Mstep: Class 12 contains 35528 members 
Mstep: Class 13 contains 34347 members 
Mstep: Class 14 contains 17901 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 97177 members 
Mstep: Class 18 contains 55136 members 
Mstep: Class 19 contains 19372 members 
Mstep: Class 20 contains 99876 members 
Mstep: Class 21 contains 16335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156950112.000000 Penalty: 67367.289062
Iteration 33Q: 20 clusters Score -1.569501e+08 nChanged 13905
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 336250 members 
Mstep: Class 2 contains 16918 members 
Mstep: Class 3 contains 346351 members 
Mstep: Class 4 contains 26047 members 
Mstep: Class 5 contains 122756 members 
Mstep: Class 6 contains 34149 members 
Mstep: Class 7 contains 228364 members 
Mstep: Class 8 contains 60267 members 
Mstep: Class 10 contains 20922 members 
Mstep: Class 11 contains 36348 members 
Mstep: Class 12 contains 34869 members 
Mstep: Class 13 contains 34232 members 
Mstep: Class 14 contains 18158 members 
Mstep: Class 15 contains 13379 members 
Mstep: Class 16 contains 97503 members 
Mstep: Class 18 contains 55020 members 
Mstep: Class 19 contains 19066 members 
Mstep: Class 20 contains 101549 members 
Mstep: Class 21 contains 16252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156953648.000000 Penalty: 67367.289062
Iteration 34Q: 20 clusters Score -1.569536e+08 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 335599 members 
Mstep: Class 2 contains 17328 members 
Mstep: Class 3 contains 345685 members 
Mstep: Class 4 contains 25935 members 
Mstep: Class 5 contains 121739 members 
Mstep: Class 6 contains 34001 members 
Mstep: Class 7 contains 229078 members 
Mstep: Class 8 contains 60258 members 
Mstep: Class 10 contains 20966 members 
Mstep: Class 11 contains 36321 members 
Mstep: Class 12 contains 34391 members 
Mstep: Class 13 contains 34103 members 
Mstep: Class 14 contains 18415 members 
Mstep: Class 15 contains 13570 members 
Mstep: Class 16 contains 97800 members 
Mstep: Class 18 contains 54909 members 
Mstep: Class 19 contains 18803 members 
Mstep: Class 20 contains 103269 members 
Mstep: Class 21 contains 16230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156957152.000000 Penalty: 67367.289062
Iteration 35Q: 20 clusters Score -1.569572e+08 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 334990 members 
Mstep: Class 2 contains 17756 members 
Mstep: Class 3 contains 344991 members 
Mstep: Class 4 contains 25822 members 
Mstep: Class 5 contains 120861 members 
Mstep: Class 6 contains 33718 members 
Mstep: Class 7 contains 229688 members 
Mstep: Class 8 contains 60253 members 
Mstep: Class 10 contains 21002 members 
Mstep: Class 11 contains 36304 members 
Mstep: Class 12 contains 34077 members 
Mstep: Class 13 contains 33984 members 
Mstep: Class 14 contains 18619 members 
Mstep: Class 15 contains 13737 members 
Mstep: Class 16 contains 98046 members 
Mstep: Class 18 contains 54772 members 
Mstep: Class 19 contains 18567 members 
Mstep: Class 20 contains 104977 members 
Mstep: Class 21 contains 16237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156959488.000000 Penalty: 67367.289062
Iteration 36Q: 20 clusters Score -1.569595e+08 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 334508 members 
Mstep: Class 2 contains 18175 members 
Mstep: Class 3 contains 344172 members 
Mstep: Class 4 contains 25652 members 
Mstep: Class 5 contains 120078 members 
Mstep: Class 6 contains 33457 members 
Mstep: Class 7 contains 230251 members 
Mstep: Class 8 contains 60212 members 
Mstep: Class 10 contains 21054 members 
Mstep: Class 11 contains 36281 members 
Mstep: Class 12 contains 33897 members 
Mstep: Class 13 contains 33889 members 
Mstep: Class 14 contains 18802 members 
Mstep: Class 15 contains 13894 members 
Mstep: Class 16 contains 98239 members 
Mstep: Class 18 contains 54651 members 
Mstep: Class 19 contains 18320 members 
Mstep: Class 20 contains 106542 members 
Mstep: Class 21 contains 16326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156960816.000000 Penalty: 67367.289062
Iteration 37Q: 20 clusters Score -1.569608e+08 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 333985 members 
Mstep: Class 2 contains 18571 members 
Mstep: Class 3 contains 343311 members 
Mstep: Class 4 contains 25491 members 
Mstep: Class 5 contains 119395 members 
Mstep: Class 6 contains 33150 members 
Mstep: Class 7 contains 230783 members 
Mstep: Class 8 contains 60154 members 
Mstep: Class 10 contains 21111 members 
Mstep: Class 11 contains 36274 members 
Mstep: Class 12 contains 33854 members 
Mstep: Class 13 contains 33809 members 
Mstep: Class 14 contains 18956 members 
Mstep: Class 15 contains 14040 members 
Mstep: Class 16 contains 98379 members 
Mstep: Class 18 contains 54548 members 
Mstep: Class 19 contains 18083 members 
Mstep: Class 20 contains 108050 members 
Mstep: Class 21 contains 16456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156962752.000000 Penalty: 67367.289062
Iteration 38Q: 20 clusters Score -1.569628e+08 nChanged 9248
Entering ConstructFrom: 
Score: -156962752.000000 Penalty: 67367.289062
Entering ConstructFrom: 
Trying to split cluster 1 (333460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333460 members 
Entering Unmasked Estep 
Score: -33271392.000000 Penalty: 3153.885010
	Iteration 0F: 2 clusters Score -3.327139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166227 members 
Mstep: Class 2 contains 167233 members 
Entering Unmasked Estep 
Score: -33053004.000000 Penalty: 6307.770020
	Iteration 0F: 3 clusters Score -3.3053e+07 nChanged 162192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151717 members 
Mstep: Class 2 contains 181743 members 
Entering Unmasked Estep 
Score: -33149694.000000 Penalty: 6307.770020
	Iteration 1F: 3 clusters Score -3.314969e+07 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142246 members 
Mstep: Class 2 contains 191214 members 
Entering Unmasked Estep 
Score: -33152860.000000 Penalty: 6307.770020
	Iteration 2Q: 3 clusters Score -3.315286e+07 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127670 members 
Mstep: Class 2 contains 205790 members 
Entering Unmasked Estep 
Score: -33159848.000000 Penalty: 6307.770020
	Iteration 3Q: 3 clusters Score -3.315985e+07 nChanged 22242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106554 members 
Mstep: Class 2 contains 226906 members 
Entering Unmasked Estep 
Score: -33172764.000000 Penalty: 6307.770020
	Iteration 4F: 3 clusters Score -3.317276e+07 nChanged 28263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 254487 members 
Entering Unmasked Estep 
Score: -33194108.000000 Penalty: 6307.770020
	Iteration 5F: 3 clusters Score -3.319411e+07 nChanged 30246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 284409 members 
Entering Unmasked Estep 
Score: -33221592.000000 Penalty: 6307.770020
	Iteration 6F: 3 clusters Score -3.322159e+07 nChanged 24710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 308997 members 
Entering Unmasked Estep 
Score: -33246840.000000 Penalty: 6307.770020
	Iteration 7F: 3 clusters Score -3.324684e+07 nChanged 14145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 323074 members 
Entering Unmasked Estep 
Score: -33262100.000000 Penalty: 6307.770020
	Iteration 8Q: 3 clusters Score -3.32621e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 329114 members 
Entering Unmasked Estep 
Score: -33267214.000000 Penalty: 6307.770020
	Iteration 9Q: 3 clusters Score -3.326721e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 331377 members 
Entering Unmasked Estep 
Score: -33268394.000000 Penalty: 6307.770020
	Iteration 10Q: 3 clusters Score -3.326839e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 332171 members 
Entering Unmasked Estep 
Score: -33268798.000000 Penalty: 6307.770020
	Iteration 11Q: 3 clusters Score -3.32688e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 332452 members 
Entering Unmasked Estep 
Score: -33268962.000000 Penalty: 6307.770020
	Iteration 12Q: 3 clusters Score -3.326896e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 332575 members 
Entering Unmasked Estep 
Score: -33269106.000000 Penalty: 6307.770020
	Iteration 13Q: 3 clusters Score -3.326911e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 332622 members 
Entering Unmasked Estep 
Score: -33269216.000000 Penalty: 6307.770020
	Iteration 14Q: 3 clusters Score -3.326922e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 332657 members 
Entering Unmasked Estep 
Score: -33269288.000000 Penalty: 6307.770020
	Iteration 15Q: 3 clusters Score -3.326929e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 332667 members 
Entering Unmasked Estep 
Score: -33269370.000000 Penalty: 6307.770020
	Iteration 16Q: 3 clusters Score -3.326937e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 332662 members 
Entering Unmasked Estep 
Score: -33269392.000000 Penalty: 6307.770020
	Iteration 17Q: 3 clusters Score -3.326939e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 332668 members 
Entering Unmasked Estep 
Score: -33269448.000000 Penalty: 6307.770020
	Iteration 18Q: 3 clusters Score -3.326945e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 332657 members 
Entering Unmasked Estep 
Score: -33269514.000000 Penalty: 6307.770020
	Iteration 19Q: 3 clusters Score -3.326951e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 332647 members 
Entering Unmasked Estep 
Score: -33269556.000000 Penalty: 6307.770020
	Iteration 20F: 3 clusters Score -3.326956e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 332628 members 
Entering Unmasked Estep 
Score: -33269572.000000 Penalty: 6307.770020
	Iteration 21Q: 3 clusters Score -3.326957e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 332618 members 
Entering Unmasked Estep 
Score: -33269592.000000 Penalty: 6307.770020
	Iteration 22Q: 3 clusters Score -3.326959e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 332613 members 
Entering Unmasked Estep 
Score: -33269614.000000 Penalty: 6307.770020
	Iteration 23Q: 3 clusters Score -3.326961e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 332601 members 
Entering Unmasked Estep 
Score: -33269656.000000 Penalty: 6307.770020
	Iteration 24Q: 3 clusters Score -3.326966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 332598 members 
Entering Unmasked Estep 
Score: -33269662.000000 Penalty: 6307.770020
	Iteration 25Q: 3 clusters Score -3.326966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 332598 members 
Entering Unmasked Estep 
Score: -33269652.000000 Penalty: 6307.770020
	Iteration 26Q: 3 clusters Score -3.326965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 332601 members 
Entering Unmasked Estep 
Score: -33269652.000000 Penalty: 6307.770020
	Iteration 27Q: 3 clusters Score -3.326965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 332602 members 
Entering Unmasked Estep 
Score: -33269702.000000 Penalty: 6307.770020
	Iteration 28Q: 3 clusters Score -3.32697e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 332598 members 
Entering Unmasked Estep 
Score: -33269684.000000 Penalty: 6307.770020
	Iteration 29Q: 3 clusters Score -3.326968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 332596 members 
Entering Unmasked Estep 
Score: -33269710.000000 Penalty: 6307.770020
	Iteration 30Q: 3 clusters Score -3.326971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 332589 members 
Entering Unmasked Estep 
Score: -33269752.000000 Penalty: 6307.770020
	Iteration 31Q: 3 clusters Score -3.326975e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 332576 members 
Entering Unmasked Estep 
Score: -33269764.000000 Penalty: 6307.770020
	Iteration 32Q: 3 clusters Score -3.326976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 332569 members 
Entering Unmasked Estep 
Score: -33269780.000000 Penalty: 6307.770020
	Iteration 33Q: 3 clusters Score -3.326978e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 332566 members 
Entering Unmasked Estep 
Score: -33269772.000000 Penalty: 6307.770020
	Iteration 34Q: 3 clusters Score -3.326977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 332558 members 
Entering Unmasked Estep 
Score: -33269792.000000 Penalty: 6307.770020
	Iteration 35Q: 3 clusters Score -3.326979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 332553 members 
Entering Unmasked Estep 
Score: -33269800.000000 Penalty: 6307.770020
	Iteration 36Q: 3 clusters Score -3.32698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 332549 members 
Entering Unmasked Estep 
Score: -33269798.000000 Penalty: 6307.770020
	Iteration 37Q: 3 clusters Score -3.32698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 332546 members 
Entering Unmasked Estep 
Score: -33269808.000000 Penalty: 6307.770020
	Iteration 38Q: 3 clusters Score -3.326981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 332541 members 
Entering Unmasked Estep 
Score: -33269830.000000 Penalty: 6307.770020
	Iteration 39Q: 3 clusters Score -3.326983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 332541 members 
Entering Unmasked Estep 
Score: -33269836.000000 Penalty: 6307.770020
	Iteration 40F: 3 clusters Score -3.326984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 332540 members 
Entering Unmasked Estep 
Score: -33269832.000000 Penalty: 6307.770020
	Iteration 41Q: 3 clusters Score -3.326983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 332539 members 
Entering Unmasked Estep 
Score: -33269836.000000 Penalty: 6307.770020
	Iteration 42Q: 3 clusters Score -3.326984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 332537 members 
Entering Unmasked Estep 
Score: -33269816.000000 Penalty: 6307.770020
	Iteration 43Q: 3 clusters Score -3.326982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 332538 members 
Entering Unmasked Estep 
Score: -33269808.000000 Penalty: 6307.770020
	Iteration 44Q: 3 clusters Score -3.326981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 332537 members 
Entering Unmasked Estep 
Score: -33269812.000000 Penalty: 6307.770020
	Iteration 45Q: 3 clusters Score -3.326981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 332537 members 
Entering Unmasked Estep 
Score: -33269812.000000 Penalty: 6307.770020
	Iteration 46F: 3 clusters Score -3.326981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Entering Unmasked Estep 
Score: -1611000.500000 Penalty: 2443.122314
	Iteration 0F: 2 clusters Score -1611000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1597779.625000 Penalty: 4886.244629
	Iteration 0F: 3 clusters Score -1597780 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1605691.750000 Penalty: 4886.244629
	Iteration 1F: 3 clusters Score -1605692 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1610639.750000 Penalty: 4886.244629
	Iteration 2F: 3 clusters Score -1610640 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1614197.375000 Penalty: 4886.244629
	Iteration 3F: 3 clusters Score -1614197 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1615841.750000 Penalty: 4886.244629
	Iteration 4F: 3 clusters Score -1615842 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1616579.375000 Penalty: 4886.244629
	Iteration 5Q: 3 clusters Score -1616579 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1616861.125000 Penalty: 4886.244629
	Iteration 6Q: 3 clusters Score -1616861 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1616999.500000 Penalty: 4886.244629
	Iteration 7Q: 3 clusters Score -1617000 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1617065.625000 Penalty: 4886.244629
	Iteration 8Q: 3 clusters Score -1617066 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1617105.625000 Penalty: 4886.244629
	Iteration 9Q: 3 clusters Score -1617106 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1617117.250000 Penalty: 4886.244629
	Iteration 10Q: 3 clusters Score -1617117 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1617138.500000 Penalty: 4886.244629
	Iteration 11Q: 3 clusters Score -1617138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1617143.750000 Penalty: 4886.244629
	Iteration 12Q: 3 clusters Score -1617144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1617156.250000 Penalty: 4886.244629
	Iteration 13Q: 3 clusters Score -1617156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1617167.750000 Penalty: 4886.244629
	Iteration 14Q: 3 clusters Score -1617168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1617174.500000 Penalty: 4886.244629
	Iteration 15Q: 3 clusters Score -1617174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1617177.250000 Penalty: 4886.244629
	Iteration 16Q: 3 clusters Score -1617177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1617186.000000 Penalty: 4886.244629
	Iteration 17Q: 3 clusters Score -1617186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1617188.875000 Penalty: 4886.244629
	Iteration 18Q: 3 clusters Score -1617189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1617194.250000 Penalty: 4886.244629
	Iteration 19Q: 3 clusters Score -1617194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1617195.500000 Penalty: 4886.244629
	Iteration 20F: 3 clusters Score -1617196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1617196.750000 Penalty: 4886.244629
	Iteration 21Q: 3 clusters Score -1617197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1617192.875000 Penalty: 4886.244629
	Iteration 22Q: 3 clusters Score -1617193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1617199.625000 Penalty: 4886.244629
	Iteration 23Q: 3 clusters Score -1617200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1617201.125000 Penalty: 4886.244629
	Iteration 24Q: 3 clusters Score -1617201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1617207.875000 Penalty: 4886.244629
	Iteration 25Q: 3 clusters Score -1617208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1617215.875000 Penalty: 4886.244629
	Iteration 26Q: 3 clusters Score -1617216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1617220.875000 Penalty: 4886.244629
	Iteration 27Q: 3 clusters Score -1617221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1617231.000000 Penalty: 4886.244629
	Iteration 28Q: 3 clusters Score -1617231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1617242.500000 Penalty: 4886.244629
	Iteration 29Q: 3 clusters Score -1617242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1617245.500000 Penalty: 4886.244629
	Iteration 30Q: 3 clusters Score -1617246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1617249.250000 Penalty: 4886.244629
	Iteration 31Q: 3 clusters Score -1617249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1617256.000000 Penalty: 4886.244629
	Iteration 32Q: 3 clusters Score -1617256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1617250.875000 Penalty: 4886.244629
	Iteration 33Q: 3 clusters Score -1617251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1617252.625000 Penalty: 4886.244629
	Iteration 34Q: 3 clusters Score -1617253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1617254.125000 Penalty: 4886.244629
	Iteration 35Q: 3 clusters Score -1617254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1617255.375000 Penalty: 4886.244629
	Iteration 36Q: 3 clusters Score -1617255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1617256.000000 Penalty: 4886.244629
	Iteration 37Q: 3 clusters Score -1617256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1617257.250000 Penalty: 4886.244629
	Iteration 38Q: 3 clusters Score -1617257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1617257.250000 Penalty: 4886.244629
	Iteration 39F: 3 clusters Score -1617257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 333460 members 
Mstep: Class 2 contains 12140 members 
Mstep: Class 3 contains 342326 members 
Mstep: Class 4 contains 25379 members 
Mstep: Class 5 contains 118812 members 
Mstep: Class 6 contains 32790 members 
Mstep: Class 7 contains 231287 members 
Mstep: Class 8 contains 60087 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 21161 members 
Mstep: Class 11 contains 36253 members 
Mstep: Class 12 contains 33955 members 
Mstep: Class 13 contains 33740 members 
Mstep: Class 14 contains 19072 members 
Mstep: Class 15 contains 14207 members 
Mstep: Class 16 contains 98463 members 
Mstep: Class 18 contains 54463 members 
Mstep: Class 19 contains 17880 members 
Mstep: Class 20 contains 109484 members 
Mstep: Class 21 contains 16598 members 
Entering Unmasked Estep 
Score: -156969568.000000 Penalty: 70912.937500
Splitting cluster 2 changes total score from -156962752.000000 to -156969568.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 3 (342326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342326 members 
Entering Unmasked Estep 
Score: -34142276.000000 Penalty: 3160.392578
	Iteration 0F: 2 clusters Score -3.414228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170807 members 
Mstep: Class 2 contains 171519 members 
Entering Unmasked Estep 
Score: -33912616.000000 Penalty: 6320.785156
	Iteration 0F: 3 clusters Score -3.391262e+07 nChanged 166344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164527 members 
Mstep: Class 2 contains 177799 members 
Entering Unmasked Estep 
Score: -34010652.000000 Penalty: 6320.785156
	Iteration 1F: 3 clusters Score -3.401065e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160454 members 
Mstep: Class 2 contains 181872 members 
Entering Unmasked Estep 
Score: -34011968.000000 Penalty: 6320.785156
	Iteration 2Q: 3 clusters Score -3.401197e+07 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154119 members 
Mstep: Class 2 contains 188207 members 
Entering Unmasked Estep 
Score: -34013848.000000 Penalty: 6320.785156
	Iteration 3Q: 3 clusters Score -3.401385e+07 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144464 members 
Mstep: Class 2 contains 197862 members 
Entering Unmasked Estep 
Score: -34016740.000000 Penalty: 6320.785156
	Iteration 4Q: 3 clusters Score -3.401674e+07 nChanged 16437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130533 members 
Mstep: Class 2 contains 211793 members 
Entering Unmasked Estep 
Score: -34021708.000000 Penalty: 6320.785156
	Iteration 5Q: 3 clusters Score -3.402171e+07 nChanged 20400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 230343 members 
Entering Unmasked Estep 
Score: -34030968.000000 Penalty: 6320.785156
	Iteration 6F: 3 clusters Score -3.403097e+07 nChanged 23600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90023 members 
Mstep: Class 2 contains 252303 members 
Entering Unmasked Estep 
Score: -34044844.000000 Penalty: 6320.785156
	Iteration 7F: 3 clusters Score -3.404484e+07 nChanged 23406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 274101 members 
Entering Unmasked Estep 
Score: -34061192.000000 Penalty: 6320.785156
	Iteration 8F: 3 clusters Score -3.406119e+07 nChanged 19519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 291716 members 
Entering Unmasked Estep 
Score: -34076760.000000 Penalty: 6320.785156
	Iteration 9F: 3 clusters Score -3.407676e+07 nChanged 14542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 304042 members 
Entering Unmasked Estep 
Score: -34089020.000000 Penalty: 6320.785156
	Iteration 10Q: 3 clusters Score -3.408902e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 312071 members 
Entering Unmasked Estep 
Score: -34097636.000000 Penalty: 6320.785156
	Iteration 11Q: 3 clusters Score -3.409764e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 317327 members 
Entering Unmasked Estep 
Score: -34104588.000000 Penalty: 6320.785156
	Iteration 12Q: 3 clusters Score -3.410459e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 321030 members 
Entering Unmasked Estep 
Score: -34112284.000000 Penalty: 6320.785156
	Iteration 13Q: 3 clusters Score -3.411228e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 324293 members 
Entering Unmasked Estep 
Score: -34119044.000000 Penalty: 6320.785156
	Iteration 14Q: 3 clusters Score -3.411904e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 327443 members 
Entering Unmasked Estep 
Score: -34125000.000000 Penalty: 6320.785156
	Iteration 15Q: 3 clusters Score -3.4125e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 330403 members 
Entering Unmasked Estep 
Score: -34129812.000000 Penalty: 6320.785156
	Iteration 16Q: 3 clusters Score -3.412981e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 333051 members 
Entering Unmasked Estep 
Score: -34133708.000000 Penalty: 6320.785156
	Iteration 17Q: 3 clusters Score -3.413371e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 335151 members 
Entering Unmasked Estep 
Score: -34136540.000000 Penalty: 6320.785156
	Iteration 18Q: 3 clusters Score -3.413654e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 336738 members 
Entering Unmasked Estep 
Score: -34138428.000000 Penalty: 6320.785156
	Iteration 19Q: 3 clusters Score -3.413843e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 337698 members 
Entering Unmasked Estep 
Score: -34139572.000000 Penalty: 6320.785156
	Iteration 20F: 3 clusters Score -3.413957e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 338260 members 
Entering Unmasked Estep 
Score: -34140088.000000 Penalty: 6320.785156
	Iteration 21Q: 3 clusters Score -3.414009e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 338578 members 
Entering Unmasked Estep 
Score: -34140408.000000 Penalty: 6320.785156
	Iteration 22Q: 3 clusters Score -3.414041e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 338735 members 
Entering Unmasked Estep 
Score: -34140748.000000 Penalty: 6320.785156
	Iteration 23Q: 3 clusters Score -3.414075e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 338827 members 
Entering Unmasked Estep 
Score: -34140924.000000 Penalty: 6320.785156
	Iteration 24Q: 3 clusters Score -3.414092e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 338855 members 
Entering Unmasked Estep 
Score: -34141004.000000 Penalty: 6320.785156
	Iteration 25Q: 3 clusters Score -3.4141e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 338834 members 
Entering Unmasked Estep 
Score: -34141088.000000 Penalty: 6320.785156
	Iteration 26Q: 3 clusters Score -3.414109e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 338829 members 
Entering Unmasked Estep 
Score: -34141120.000000 Penalty: 6320.785156
	Iteration 27Q: 3 clusters Score -3.414112e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 338804 members 
Entering Unmasked Estep 
Score: -34141176.000000 Penalty: 6320.785156
	Iteration 28Q: 3 clusters Score -3.414118e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 338788 members 
Entering Unmasked Estep 
Score: -34141196.000000 Penalty: 6320.785156
	Iteration 29Q: 3 clusters Score -3.41412e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 338781 members 
Entering Unmasked Estep 
Score: -34141200.000000 Penalty: 6320.785156
	Iteration 30Q: 3 clusters Score -3.41412e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 338769 members 
Entering Unmasked Estep 
Score: -34141268.000000 Penalty: 6320.785156
	Iteration 31Q: 3 clusters Score -3.414127e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 338761 members 
Entering Unmasked Estep 
Score: -34141312.000000 Penalty: 6320.785156
	Iteration 32Q: 3 clusters Score -3.414131e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 338776 members 
Entering Unmasked Estep 
Score: -34141284.000000 Penalty: 6320.785156
	Iteration 33Q: 3 clusters Score -3.414128e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 338772 members 
Entering Unmasked Estep 
Score: -34141272.000000 Penalty: 6320.785156
	Iteration 34Q: 3 clusters Score -3.414127e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 338762 members 
Entering Unmasked Estep 
Score: -34141288.000000 Penalty: 6320.785156
	Iteration 35Q: 3 clusters Score -3.414129e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 338761 members 
Entering Unmasked Estep 
Score: -34141296.000000 Penalty: 6320.785156
	Iteration 36Q: 3 clusters Score -3.41413e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 338760 members 
Entering Unmasked Estep 
Score: -34141332.000000 Penalty: 6320.785156
	Iteration 37Q: 3 clusters Score -3.414133e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 338761 members 
Entering Unmasked Estep 
Score: -34141320.000000 Penalty: 6320.785156
	Iteration 38Q: 3 clusters Score -3.414132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 338758 members 
Entering Unmasked Estep 
Score: -34141312.000000 Penalty: 6320.785156
	Iteration 39Q: 3 clusters Score -3.414131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 338754 members 
Entering Unmasked Estep 
Score: -34141376.000000 Penalty: 6320.785156
	Iteration 40F: 3 clusters Score -3.414138e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 338716 members 
Entering Unmasked Estep 
Score: -34141328.000000 Penalty: 6320.785156
	Iteration 41Q: 3 clusters Score -3.414133e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 338688 members 
Entering Unmasked Estep 
Score: -34141352.000000 Penalty: 6320.785156
	Iteration 42Q: 3 clusters Score -3.414135e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 338669 members 
Entering Unmasked Estep 
Score: -34141296.000000 Penalty: 6320.785156
	Iteration 43Q: 3 clusters Score -3.41413e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 338654 members 
Entering Unmasked Estep 
Score: -34141312.000000 Penalty: 6320.785156
	Iteration 44Q: 3 clusters Score -3.414131e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 338634 members 
Entering Unmasked Estep 
Score: -34141312.000000 Penalty: 6320.785156
	Iteration 45Q: 3 clusters Score -3.414131e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 338616 members 
Entering Unmasked Estep 
Score: -34141296.000000 Penalty: 6320.785156
	Iteration 46Q: 3 clusters Score -3.41413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 338597 members 
Entering Unmasked Estep 
Score: -34141320.000000 Penalty: 6320.785156
	Iteration 47Q: 3 clusters Score -3.414132e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 338576 members 
Entering Unmasked Estep 
Score: -34141320.000000 Penalty: 6320.785156
	Iteration 48Q: 3 clusters Score -3.414132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 338566 members 
Entering Unmasked Estep 
Score: -34141332.000000 Penalty: 6320.785156
	Iteration 49Q: 3 clusters Score -3.414133e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 338553 members 
Entering Unmasked Estep 
Score: -34141344.000000 Penalty: 6320.785156
	Iteration 50Q: 3 clusters Score -3.414134e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 338537 members 
Entering Unmasked Estep 
Score: -34141360.000000 Penalty: 6320.785156
	Iteration 51Q: 3 clusters Score -3.414136e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 338514 members 
Entering Unmasked Estep 
Score: -34141360.000000 Penalty: 6320.785156
	Iteration 52Q: 3 clusters Score -3.414136e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 338488 members 
Entering Unmasked Estep 
Score: -34141360.000000 Penalty: 6320.785156
	Iteration 53Q: 3 clusters Score -3.414136e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 338471 members 
Entering Unmasked Estep 
Score: -34141360.000000 Penalty: 6320.785156
	Iteration 54Q: 3 clusters Score -3.414136e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 338449 members 
Entering Unmasked Estep 
Score: -34141368.000000 Penalty: 6320.785156
	Iteration 55Q: 3 clusters Score -3.414137e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 338421 members 
Entering Unmasked Estep 
Score: -34141388.000000 Penalty: 6320.785156
	Iteration 56Q: 3 clusters Score -3.414139e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 338407 members 
Entering Unmasked Estep 
Score: -34141380.000000 Penalty: 6320.785156
	Iteration 57Q: 3 clusters Score -3.414138e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 338391 members 
Entering Unmasked Estep 
Score: -34141408.000000 Penalty: 6320.785156
	Iteration 58Q: 3 clusters Score -3.414141e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 338379 members 
Entering Unmasked Estep 
Score: -34141380.000000 Penalty: 6320.785156
	Iteration 59Q: 3 clusters Score -3.414138e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 338362 members 
Entering Unmasked Estep 
Score: -34141388.000000 Penalty: 6320.785156
	Iteration 60F: 3 clusters Score -3.414139e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 338347 members 
Entering Unmasked Estep 
Score: -34141360.000000 Penalty: 6320.785156
	Iteration 61Q: 3 clusters Score -3.414136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 338336 members 
Entering Unmasked Estep 
Score: -34141336.000000 Penalty: 6320.785156
	Iteration 62Q: 3 clusters Score -3.414134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 338326 members 
Entering Unmasked Estep 
Score: -34141324.000000 Penalty: 6320.785156
	Iteration 63Q: 3 clusters Score -3.414132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 338317 members 
Entering Unmasked Estep 
Score: -34141316.000000 Penalty: 6320.785156
	Iteration 64Q: 3 clusters Score -3.414132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 338309 members 
Entering Unmasked Estep 
Score: -34141320.000000 Penalty: 6320.785156
	Iteration 65Q: 3 clusters Score -3.414132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 338296 members 
Entering Unmasked Estep 
Score: -34141308.000000 Penalty: 6320.785156
	Iteration 66Q: 3 clusters Score -3.414131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 338289 members 
Entering Unmasked Estep 
Score: -34141320.000000 Penalty: 6320.785156
	Iteration 67Q: 3 clusters Score -3.414132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 338285 members 
Entering Unmasked Estep 
Score: -34141336.000000 Penalty: 6320.785156
	Iteration 68Q: 3 clusters Score -3.414134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 338284 members 
Entering Unmasked Estep 
Score: -34141328.000000 Penalty: 6320.785156
	Iteration 69Q: 3 clusters Score -3.414133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 338284 members 
Entering Unmasked Estep 
Score: -34141348.000000 Penalty: 6320.785156
	Iteration 70Q: 3 clusters Score -3.414135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 338286 members 
Entering Unmasked Estep 
Score: -34141336.000000 Penalty: 6320.785156
	Iteration 71Q: 3 clusters Score -3.414134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 338284 members 
Entering Unmasked Estep 
Score: -34141332.000000 Penalty: 6320.785156
	Iteration 72Q: 3 clusters Score -3.414133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 338282 members 
Entering Unmasked Estep 
Score: -34141352.000000 Penalty: 6320.785156
	Iteration 73Q: 3 clusters Score -3.414135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 338279 members 
Entering Unmasked Estep 
Score: -34141356.000000 Penalty: 6320.785156
	Iteration 74Q: 3 clusters Score -3.414136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 338276 members 
Entering Unmasked Estep 
Score: -34141356.000000 Penalty: 6320.785156
	Iteration 75Q: 3 clusters Score -3.414136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 338275 members 
Entering Unmasked Estep 
Score: -34141352.000000 Penalty: 6320.785156
	Iteration 76Q: 3 clusters Score -3.414135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 338274 members 
Entering Unmasked Estep 
Score: -34141368.000000 Penalty: 6320.785156
	Iteration 77Q: 3 clusters Score -3.414137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 338273 members 
Entering Unmasked Estep 
Score: -34141364.000000 Penalty: 6320.785156
	Iteration 78Q: 3 clusters Score -3.414136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 338272 members 
Entering Unmasked Estep 
Score: -34141360.000000 Penalty: 6320.785156
	Iteration 79Q: 3 clusters Score -3.414136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 338272 members 
Entering Unmasked Estep 
Score: -34141360.000000 Penalty: 6320.785156
	Iteration 80F: 3 clusters Score -3.414136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Entering Unmasked Estep 
Score: -2432730.500000 Penalty: 2515.135986
	Iteration 0F: 2 clusters Score -2432730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2415245.000000 Penalty: 5030.271973
	Iteration 0F: 3 clusters Score -2415245 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2423005.250000 Penalty: 5030.271973
	Iteration 1F: 3 clusters Score -2423005 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2425118.250000 Penalty: 5030.271973
	Iteration 2F: 3 clusters Score -2425118 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2427651.250000 Penalty: 5030.271973
	Iteration 3F: 3 clusters Score -2427651 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2430431.500000 Penalty: 5030.271973
	Iteration 4F: 3 clusters Score -2430432 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2433067.250000 Penalty: 5030.271973
	Iteration 5F: 3 clusters Score -2433067 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2435378.250000 Penalty: 5030.271973
	Iteration 6F: 3 clusters Score -2435378 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2437576.750000 Penalty: 5030.271973
	Iteration 7F: 3 clusters Score -2437577 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2439628.500000 Penalty: 5030.271973
	Iteration 8Q: 3 clusters Score -2439628 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2440682.000000 Penalty: 5030.271973
	Iteration 9Q: 3 clusters Score -2440682 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2441116.000000 Penalty: 5030.271973
	Iteration 10Q: 3 clusters Score -2441116 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2441391.500000 Penalty: 5030.271973
	Iteration 11Q: 3 clusters Score -2441392 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2441606.250000 Penalty: 5030.271973
	Iteration 12Q: 3 clusters Score -2441606 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2441874.250000 Penalty: 5030.271973
	Iteration 13Q: 3 clusters Score -2441874 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2442086.500000 Penalty: 5030.271973
	Iteration 14Q: 3 clusters Score -2442086 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2442253.500000 Penalty: 5030.271973
	Iteration 15Q: 3 clusters Score -2442254 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2442398.750000 Penalty: 5030.271973
	Iteration 16Q: 3 clusters Score -2442399 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2442508.750000 Penalty: 5030.271973
	Iteration 17Q: 3 clusters Score -2442509 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2442605.500000 Penalty: 5030.271973
	Iteration 18Q: 3 clusters Score -2442606 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2442674.000000 Penalty: 5030.271973
	Iteration 19Q: 3 clusters Score -2442674 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2442712.750000 Penalty: 5030.271973
	Iteration 20F: 3 clusters Score -2442713 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2442756.250000 Penalty: 5030.271973
	Iteration 21Q: 3 clusters Score -2442756 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2442775.250000 Penalty: 5030.271973
	Iteration 22Q: 3 clusters Score -2442775 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2442793.250000 Penalty: 5030.271973
	Iteration 23Q: 3 clusters Score -2442793 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2442809.250000 Penalty: 5030.271973
	Iteration 24Q: 3 clusters Score -2442809 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2442816.250000 Penalty: 5030.271973
	Iteration 25Q: 3 clusters Score -2442816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2442808.250000 Penalty: 5030.271973
	Iteration 26Q: 3 clusters Score -2442808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2442818.500000 Penalty: 5030.271973
	Iteration 27Q: 3 clusters Score -2442818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2442822.000000 Penalty: 5030.271973
	Iteration 28Q: 3 clusters Score -2442822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2442824.000000 Penalty: 5030.271973
	Iteration 29Q: 3 clusters Score -2442824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2442823.500000 Penalty: 5030.271973
	Iteration 30Q: 3 clusters Score -2442824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2442828.500000 Penalty: 5030.271973
	Iteration 31Q: 3 clusters Score -2442828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2442828.500000 Penalty: 5030.271973
	Iteration 32F: 3 clusters Score -2442828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 333460 members 
Mstep: Class 2 contains 12140 members 
Mstep: Class 3 contains 342326 members 
Mstep: Class 4 contains 14395 members 
Mstep: Class 5 contains 118812 members 
Mstep: Class 6 contains 32790 members 
Mstep: Class 7 contains 231287 members 
Mstep: Class 8 contains 60087 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 21161 members 
Mstep: Class 11 contains 36253 members 
Mstep: Class 12 contains 33955 members 
Mstep: Class 13 contains 33740 members 
Mstep: Class 14 contains 19072 members 
Mstep: Class 15 contains 14207 members 
Mstep: Class 16 contains 98463 members 
Mstep: Class 17 contains 10984 members 
Mstep: Class 18 contains 54463 members 
Mstep: Class 19 contains 17880 members 
Mstep: Class 20 contains 109484 members 
Mstep: Class 21 contains 16598 members 
Entering Unmasked Estep 
Score: -156977920.000000 Penalty: 74458.578125
Splitting cluster 4 changes total score from -156962752.000000 to -156977920.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 5 (118812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118812 members 
Entering Unmasked Estep 
Score: -11860360.000000 Penalty: 2897.953857
	Iteration 0F: 2 clusters Score -1.186036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -11780727.000000 Penalty: 5795.907715
	Iteration 0F: 3 clusters Score -1.178073e+07 nChanged 56542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -11814938.000000 Penalty: 5795.907715
	Iteration 1F: 3 clusters Score -1.181494e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -11821002.000000 Penalty: 5795.907715
	Iteration 2F: 3 clusters Score -1.1821e+07 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -11834307.000000 Penalty: 5795.907715
	Iteration 3F: 3 clusters Score -1.183431e+07 nChanged 14734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 90594 members 
Entering Unmasked Estep 
Score: -11852405.000000 Penalty: 5795.907715
	Iteration 4F: 3 clusters Score -1.18524e+07 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 99056 members 
Entering Unmasked Estep 
Score: -11864572.000000 Penalty: 5795.907715
	Iteration 5F: 3 clusters Score -1.186457e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 103043 members 
Entering Unmasked Estep 
Score: -11869115.000000 Penalty: 5795.907715
	Iteration 6Q: 3 clusters Score -1.186912e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 105136 members 
Entering Unmasked Estep 
Score: -11870846.000000 Penalty: 5795.907715
	Iteration 7Q: 3 clusters Score -1.187085e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 106491 members 
Entering Unmasked Estep 
Score: -11871432.000000 Penalty: 5795.907715
	Iteration 8Q: 3 clusters Score -1.187143e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -11871680.000000 Penalty: 5795.907715
	Iteration 9Q: 3 clusters Score -1.187168e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 108115 members 
Entering Unmasked Estep 
Score: -11871900.000000 Penalty: 5795.907715
	Iteration 10Q: 3 clusters Score -1.18719e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 108646 members 
Entering Unmasked Estep 
Score: -11871998.000000 Penalty: 5795.907715
	Iteration 11Q: 3 clusters Score -1.1872e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 109032 members 
Entering Unmasked Estep 
Score: -11872112.000000 Penalty: 5795.907715
	Iteration 12Q: 3 clusters Score -1.187211e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 109340 members 
Entering Unmasked Estep 
Score: -11872157.000000 Penalty: 5795.907715
	Iteration 13Q: 3 clusters Score -1.187216e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 109576 members 
Entering Unmasked Estep 
Score: -11872178.000000 Penalty: 5795.907715
	Iteration 14Q: 3 clusters Score -1.187218e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 109749 members 
Entering Unmasked Estep 
Score: -11872168.000000 Penalty: 5795.907715
	Iteration 15Q: 3 clusters Score -1.187217e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 109900 members 
Entering Unmasked Estep 
Score: -11872189.000000 Penalty: 5795.907715
	Iteration 16Q: 3 clusters Score -1.187219e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 110010 members 
Entering Unmasked Estep 
Score: -11872214.000000 Penalty: 5795.907715
	Iteration 17Q: 3 clusters Score -1.187221e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 110102 members 
Entering Unmasked Estep 
Score: -11872200.000000 Penalty: 5795.907715
	Iteration 18Q: 3 clusters Score -1.18722e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 110174 members 
Entering Unmasked Estep 
Score: -11872207.000000 Penalty: 5795.907715
	Iteration 19Q: 3 clusters Score -1.187221e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 110223 members 
Entering Unmasked Estep 
Score: -11872216.000000 Penalty: 5795.907715
	Iteration 20F: 3 clusters Score -1.187222e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 110265 members 
Entering Unmasked Estep 
Score: -11872205.000000 Penalty: 5795.907715
	Iteration 21Q: 3 clusters Score -1.18722e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 110307 members 
Entering Unmasked Estep 
Score: -11872206.000000 Penalty: 5795.907715
	Iteration 22Q: 3 clusters Score -1.187221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 110328 members 
Entering Unmasked Estep 
Score: -11872218.000000 Penalty: 5795.907715
	Iteration 23Q: 3 clusters Score -1.187222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 110341 members 
Entering Unmasked Estep 
Score: -11872224.000000 Penalty: 5795.907715
	Iteration 24Q: 3 clusters Score -1.187222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 110354 members 
Entering Unmasked Estep 
Score: -11872217.000000 Penalty: 5795.907715
	Iteration 25Q: 3 clusters Score -1.187222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 110364 members 
Entering Unmasked Estep 
Score: -11872201.000000 Penalty: 5795.907715
	Iteration 26Q: 3 clusters Score -1.18722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 110374 members 
Entering Unmasked Estep 
Score: -11872225.000000 Penalty: 5795.907715
	Iteration 27Q: 3 clusters Score -1.187222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 110388 members 
Entering Unmasked Estep 
Score: -11872227.000000 Penalty: 5795.907715
	Iteration 28Q: 3 clusters Score -1.187223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 110398 members 
Entering Unmasked Estep 
Score: -11872224.000000 Penalty: 5795.907715
	Iteration 29Q: 3 clusters Score -1.187222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 110412 members 
Entering Unmasked Estep 
Score: -11872215.000000 Penalty: 5795.907715
	Iteration 30Q: 3 clusters Score -1.187222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 110427 members 
Entering Unmasked Estep 
Score: -11872225.000000 Penalty: 5795.907715
	Iteration 31Q: 3 clusters Score -1.187222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 110437 members 
Entering Unmasked Estep 
Score: -11872217.000000 Penalty: 5795.907715
	Iteration 32Q: 3 clusters Score -1.187222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 110443 members 
Entering Unmasked Estep 
Score: -11872226.000000 Penalty: 5795.907715
	Iteration 33Q: 3 clusters Score -1.187223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 110448 members 
Entering Unmasked Estep 
Score: -11872216.000000 Penalty: 5795.907715
	Iteration 34Q: 3 clusters Score -1.187222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 110457 members 
Entering Unmasked Estep 
Score: -11872222.000000 Penalty: 5795.907715
	Iteration 35Q: 3 clusters Score -1.187222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 110464 members 
Entering Unmasked Estep 
Score: -11872216.000000 Penalty: 5795.907715
	Iteration 36Q: 3 clusters Score -1.187222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 110469 members 
Entering Unmasked Estep 
Score: -11872216.000000 Penalty: 5795.907715
	Iteration 37Q: 3 clusters Score -1.187222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 110472 members 
Entering Unmasked Estep 
Score: -11872223.000000 Penalty: 5795.907715
	Iteration 38Q: 3 clusters Score -1.187222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 110473 members 
Entering Unmasked Estep 
Score: -11872218.000000 Penalty: 5795.907715
	Iteration 39Q: 3 clusters Score -1.187222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 110475 members 
Entering Unmasked Estep 
Score: -11872219.000000 Penalty: 5795.907715
	Iteration 40F: 3 clusters Score -1.187222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 333460 members 
Mstep: Class 2 contains 12140 members 
Mstep: Class 3 contains 342326 members 
Mstep: Class 4 contains 14395 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 32790 members 
Mstep: Class 7 contains 231287 members 
Mstep: Class 8 contains 60087 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 21161 members 
Mstep: Class 11 contains 36253 members 
Mstep: Class 12 contains 33955 members 
Mstep: Class 13 contains 33740 members 
Mstep: Class 14 contains 19072 members 
Mstep: Class 15 contains 14207 members 
Mstep: Class 16 contains 98463 members 
Mstep: Class 17 contains 10984 members 
Mstep: Class 18 contains 54463 members 
Mstep: Class 19 contains 17880 members 
Mstep: Class 20 contains 109484 members 
Mstep: Class 21 contains 16598 members 
Mstep: Class 22 contains 110475 members 
Entering Unmasked Estep 
Score: -156993280.000000 Penalty: 78004.226562
Splitting cluster 5 changes total score from -156962752.000000 to -156993280.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (32790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Entering Unmasked Estep 
Score: -3065885.750000 Penalty: 2578.673828
	Iteration 0F: 2 clusters Score -3065886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3043447.000000 Penalty: 5157.347656
	Iteration 0F: 3 clusters Score -3043447 nChanged 14940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3052021.500000 Penalty: 5157.347656
	Iteration 1F: 3 clusters Score -3052022 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3054400.750000 Penalty: 5157.347656
	Iteration 2F: 3 clusters Score -3054401 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3060206.250000 Penalty: 5157.347656
	Iteration 3F: 3 clusters Score -3060206 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3066538.500000 Penalty: 5157.347656
	Iteration 4F: 3 clusters Score -3066538 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3070145.000000 Penalty: 5157.347656
	Iteration 5F: 3 clusters Score -3070145 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -3072224.000000 Penalty: 5157.347656
	Iteration 6F: 3 clusters Score -3072224 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3073710.000000 Penalty: 5157.347656
	Iteration 7Q: 3 clusters Score -3073710 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3074882.750000 Penalty: 5157.347656
	Iteration 8Q: 3 clusters Score -3074883 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3076099.500000 Penalty: 5157.347656
	Iteration 9Q: 3 clusters Score -3076100 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -3077357.750000 Penalty: 5157.347656
	Iteration 10Q: 3 clusters Score -3077358 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3078453.250000 Penalty: 5157.347656
	Iteration 11Q: 3 clusters Score -3078453 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3079280.750000 Penalty: 5157.347656
	Iteration 12Q: 3 clusters Score -3079281 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3079664.000000 Penalty: 5157.347656
	Iteration 13Q: 3 clusters Score -3079664 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3079854.000000 Penalty: 5157.347656
	Iteration 14Q: 3 clusters Score -3079854 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3079937.250000 Penalty: 5157.347656
	Iteration 15Q: 3 clusters Score -3079937 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3079994.500000 Penalty: 5157.347656
	Iteration 16Q: 3 clusters Score -3079994 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3080017.000000 Penalty: 5157.347656
	Iteration 17Q: 3 clusters Score -3080017 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3080035.500000 Penalty: 5157.347656
	Iteration 18Q: 3 clusters Score -3080036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3080055.500000 Penalty: 5157.347656
	Iteration 19Q: 3 clusters Score -3080056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3080054.500000 Penalty: 5157.347656
	Iteration 20F: 3 clusters Score -3080054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -3080056.500000 Penalty: 5157.347656
	Iteration 21Q: 3 clusters Score -3080056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3080067.750000 Penalty: 5157.347656
	Iteration 22Q: 3 clusters Score -3080068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3080071.500000 Penalty: 5157.347656
	Iteration 23Q: 3 clusters Score -3080072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3080062.750000 Penalty: 5157.347656
	Iteration 24Q: 3 clusters Score -3080063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3080065.500000 Penalty: 5157.347656
	Iteration 25Q: 3 clusters Score -3080066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3080063.750000 Penalty: 5157.347656
	Iteration 26Q: 3 clusters Score -3080064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3080063.750000 Penalty: 5157.347656
	Iteration 27F: 3 clusters Score -3080064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 333460 members 
Mstep: Class 2 contains 12140 members 
Mstep: Class 3 contains 342326 members 
Mstep: Class 4 contains 14395 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 7 contains 231287 members 
Mstep: Class 8 contains 60087 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 21161 members 
Mstep: Class 11 contains 36253 members 
Mstep: Class 12 contains 33955 members 
Mstep: Class 13 contains 33740 members 
Mstep: Class 14 contains 19072 members 
Mstep: Class 15 contains 14207 members 
Mstep: Class 16 contains 98463 members 
Mstep: Class 17 contains 10984 members 
Mstep: Class 18 contains 54463 members 
Mstep: Class 19 contains 17880 members 
Mstep: Class 20 contains 109484 members 
Mstep: Class 21 contains 16598 members 
Mstep: Class 22 contains 110475 members 
Mstep: Class 23 contains 26260 members 
Entering Unmasked Estep 
Score: -157004560.000000 Penalty: 81549.875000
Splitting cluster 6 changes total score from -156962752.000000 to -157004560.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (231287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231287 members 
Entering Unmasked Estep 
Score: -23163264.000000 Penalty: 3063.150879
	Iteration 0F: 2 clusters Score -2.316326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115969 members 
Mstep: Class 2 contains 115318 members 
Entering Unmasked Estep 
Score: -23012780.000000 Penalty: 6126.301758
	Iteration 0F: 3 clusters Score -2.301278e+07 nChanged 111506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122173 members 
Mstep: Class 2 contains 109114 members 
Entering Unmasked Estep 
Score: -23078628.000000 Penalty: 6126.301758
	Iteration 1F: 3 clusters Score -2.307863e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125973 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -23082006.000000 Penalty: 6126.301758
	Iteration 2Q: 3 clusters Score -2.308201e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131325 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -23088002.000000 Penalty: 6126.301758
	Iteration 3Q: 3 clusters Score -2.3088e+07 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137355 members 
Mstep: Class 2 contains 93932 members 
Entering Unmasked Estep 
Score: -23097080.000000 Penalty: 6126.301758
	Iteration 4Q: 3 clusters Score -2.309708e+07 nChanged 13754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142959 members 
Mstep: Class 2 contains 88328 members 
Entering Unmasked Estep 
Score: -23108232.000000 Penalty: 6126.301758
	Iteration 5F: 3 clusters Score -2.310823e+07 nChanged 15476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146783 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -23120402.000000 Penalty: 6126.301758
	Iteration 6F: 3 clusters Score -2.31204e+07 nChanged 15864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147885 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -23132578.000000 Penalty: 6126.301758
	Iteration 7F: 3 clusters Score -2.313258e+07 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146393 members 
Mstep: Class 2 contains 84894 members 
Entering Unmasked Estep 
Score: -23143448.000000 Penalty: 6126.301758
	Iteration 8F: 3 clusters Score -2.314345e+07 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143577 members 
Mstep: Class 2 contains 87710 members 
Entering Unmasked Estep 
Score: -23151100.000000 Penalty: 6126.301758
	Iteration 9F: 3 clusters Score -2.31511e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140701 members 
Mstep: Class 2 contains 90586 members 
Entering Unmasked Estep 
Score: -23155322.000000 Penalty: 6126.301758
	Iteration 10Q: 3 clusters Score -2.315532e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137828 members 
Mstep: Class 2 contains 93459 members 
Entering Unmasked Estep 
Score: -23157480.000000 Penalty: 6126.301758
	Iteration 11Q: 3 clusters Score -2.315748e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134891 members 
Mstep: Class 2 contains 96396 members 
Entering Unmasked Estep 
Score: -23159036.000000 Penalty: 6126.301758
	Iteration 12Q: 3 clusters Score -2.315904e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131765 members 
Mstep: Class 2 contains 99522 members 
Entering Unmasked Estep 
Score: -23160218.000000 Penalty: 6126.301758
	Iteration 13Q: 3 clusters Score -2.316022e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128375 members 
Mstep: Class 2 contains 102912 members 
Entering Unmasked Estep 
Score: -23161500.000000 Penalty: 6126.301758
	Iteration 14Q: 3 clusters Score -2.31615e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124625 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -23163000.000000 Penalty: 6126.301758
	Iteration 15Q: 3 clusters Score -2.3163e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120628 members 
Mstep: Class 2 contains 110659 members 
Entering Unmasked Estep 
Score: -23164556.000000 Penalty: 6126.301758
	Iteration 16Q: 3 clusters Score -2.316456e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116464 members 
Mstep: Class 2 contains 114823 members 
Entering Unmasked Estep 
Score: -23166252.000000 Penalty: 6126.301758
	Iteration 17Q: 3 clusters Score -2.316625e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112016 members 
Mstep: Class 2 contains 119271 members 
Entering Unmasked Estep 
Score: -23168276.000000 Penalty: 6126.301758
	Iteration 18Q: 3 clusters Score -2.316828e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107472 members 
Mstep: Class 2 contains 123815 members 
Entering Unmasked Estep 
Score: -23170352.000000 Penalty: 6126.301758
	Iteration 19Q: 3 clusters Score -2.317035e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102963 members 
Mstep: Class 2 contains 128324 members 
Entering Unmasked Estep 
Score: -23172254.000000 Penalty: 6126.301758
	Iteration 20F: 3 clusters Score -2.317225e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98672 members 
Mstep: Class 2 contains 132615 members 
Entering Unmasked Estep 
Score: -23174004.000000 Penalty: 6126.301758
	Iteration 21Q: 3 clusters Score -2.3174e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94775 members 
Mstep: Class 2 contains 136512 members 
Entering Unmasked Estep 
Score: -23175420.000000 Penalty: 6126.301758
	Iteration 22Q: 3 clusters Score -2.317542e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91337 members 
Mstep: Class 2 contains 139950 members 
Entering Unmasked Estep 
Score: -23176528.000000 Penalty: 6126.301758
	Iteration 23Q: 3 clusters Score -2.317653e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 142919 members 
Entering Unmasked Estep 
Score: -23177442.000000 Penalty: 6126.301758
	Iteration 24Q: 3 clusters Score -2.317744e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85856 members 
Mstep: Class 2 contains 145431 members 
Entering Unmasked Estep 
Score: -23178044.000000 Penalty: 6126.301758
	Iteration 25Q: 3 clusters Score -2.317804e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 147574 members 
Entering Unmasked Estep 
Score: -23178504.000000 Penalty: 6126.301758
	Iteration 26Q: 3 clusters Score -2.31785e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81862 members 
Mstep: Class 2 contains 149425 members 
Entering Unmasked Estep 
Score: -23178702.000000 Penalty: 6126.301758
	Iteration 27Q: 3 clusters Score -2.31787e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 151051 members 
Entering Unmasked Estep 
Score: -23179020.000000 Penalty: 6126.301758
	Iteration 28Q: 3 clusters Score -2.317902e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78790 members 
Mstep: Class 2 contains 152497 members 
Entering Unmasked Estep 
Score: -23179192.000000 Penalty: 6126.301758
	Iteration 29Q: 3 clusters Score -2.317919e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 153712 members 
Entering Unmasked Estep 
Score: -23179278.000000 Penalty: 6126.301758
	Iteration 30Q: 3 clusters Score -2.317928e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76554 members 
Mstep: Class 2 contains 154733 members 
Entering Unmasked Estep 
Score: -23179378.000000 Penalty: 6126.301758
	Iteration 31Q: 3 clusters Score -2.317938e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 155549 members 
Entering Unmasked Estep 
Score: -23179382.000000 Penalty: 6126.301758
	Iteration 32Q: 3 clusters Score -2.317938e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 156277 members 
Entering Unmasked Estep 
Score: -23179488.000000 Penalty: 6126.301758
	Iteration 33Q: 3 clusters Score -2.317949e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 156934 members 
Entering Unmasked Estep 
Score: -23179496.000000 Penalty: 6126.301758
	Iteration 34Q: 3 clusters Score -2.31795e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 157471 members 
Entering Unmasked Estep 
Score: -23179492.000000 Penalty: 6126.301758
	Iteration 35Q: 3 clusters Score -2.317949e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 157882 members 
Entering Unmasked Estep 
Score: -23179552.000000 Penalty: 6126.301758
	Iteration 36Q: 3 clusters Score -2.317955e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 158231 members 
Entering Unmasked Estep 
Score: -23179528.000000 Penalty: 6126.301758
	Iteration 37Q: 3 clusters Score -2.317953e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 158558 members 
Entering Unmasked Estep 
Score: -23179588.000000 Penalty: 6126.301758
	Iteration 38Q: 3 clusters Score -2.317959e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 158825 members 
Entering Unmasked Estep 
Score: -23179634.000000 Penalty: 6126.301758
	Iteration 39Q: 3 clusters Score -2.317963e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72231 members 
Mstep: Class 2 contains 159056 members 
Entering Unmasked Estep 
Score: -23179632.000000 Penalty: 6126.301758
	Iteration 40F: 3 clusters Score -2.317963e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72015 members 
Mstep: Class 2 contains 159272 members 
Entering Unmasked Estep 
Score: -23179634.000000 Penalty: 6126.301758
	Iteration 41Q: 3 clusters Score -2.317963e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 159484 members 
Entering Unmasked Estep 
Score: -23179594.000000 Penalty: 6126.301758
	Iteration 42Q: 3 clusters Score -2.317959e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 159632 members 
Entering Unmasked Estep 
Score: -23179588.000000 Penalty: 6126.301758
	Iteration 43Q: 3 clusters Score -2.317959e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71524 members 
Mstep: Class 2 contains 159763 members 
Entering Unmasked Estep 
Score: -23179570.000000 Penalty: 6126.301758
	Iteration 44Q: 3 clusters Score -2.317957e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 159880 members 
Entering Unmasked Estep 
Score: -23179588.000000 Penalty: 6126.301758
	Iteration 45Q: 3 clusters Score -2.317959e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71321 members 
Mstep: Class 2 contains 159966 members 
Entering Unmasked Estep 
Score: -23179570.000000 Penalty: 6126.301758
	Iteration 46Q: 3 clusters Score -2.317957e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71241 members 
Mstep: Class 2 contains 160046 members 
Entering Unmasked Estep 
Score: -23179616.000000 Penalty: 6126.301758
	Iteration 47Q: 3 clusters Score -2.317962e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Mstep: Class 2 contains 160116 members 
Entering Unmasked Estep 
Score: -23179622.000000 Penalty: 6126.301758
	Iteration 48Q: 3 clusters Score -2.317962e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 160190 members 
Entering Unmasked Estep 
Score: -23179608.000000 Penalty: 6126.301758
	Iteration 49Q: 3 clusters Score -2.317961e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 160254 members 
Entering Unmasked Estep 
Score: -23179592.000000 Penalty: 6126.301758
	Iteration 50Q: 3 clusters Score -2.317959e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 160301 members 
Entering Unmasked Estep 
Score: -23179626.000000 Penalty: 6126.301758
	Iteration 51Q: 3 clusters Score -2.317963e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 160358 members 
Entering Unmasked Estep 
Score: -23179618.000000 Penalty: 6126.301758
	Iteration 52Q: 3 clusters Score -2.317962e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 160416 members 
Entering Unmasked Estep 
Score: -23179608.000000 Penalty: 6126.301758
	Iteration 53Q: 3 clusters Score -2.317961e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70816 members 
Mstep: Class 2 contains 160471 members 
Entering Unmasked Estep 
Score: -23179604.000000 Penalty: 6126.301758
	Iteration 54Q: 3 clusters Score -2.31796e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70769 members 
Mstep: Class 2 contains 160518 members 
Entering Unmasked Estep 
Score: -23179616.000000 Penalty: 6126.301758
	Iteration 55Q: 3 clusters Score -2.317962e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 160561 members 
Entering Unmasked Estep 
Score: -23179628.000000 Penalty: 6126.301758
	Iteration 56Q: 3 clusters Score -2.317963e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 160607 members 
Entering Unmasked Estep 
Score: -23179638.000000 Penalty: 6126.301758
	Iteration 57Q: 3 clusters Score -2.317964e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70647 members 
Mstep: Class 2 contains 160640 members 
Entering Unmasked Estep 
Score: -23179636.000000 Penalty: 6126.301758
	Iteration 58Q: 3 clusters Score -2.317964e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70613 members 
Mstep: Class 2 contains 160674 members 
Entering Unmasked Estep 
Score: -23179650.000000 Penalty: 6126.301758
	Iteration 59Q: 3 clusters Score -2.317965e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 160700 members 
Entering Unmasked Estep 
Score: -23179658.000000 Penalty: 6126.301758
	Iteration 60F: 3 clusters Score -2.317966e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Mstep: Class 2 contains 160728 members 
Entering Unmasked Estep 
Score: -23179634.000000 Penalty: 6126.301758
	Iteration 61Q: 3 clusters Score -2.317963e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70534 members 
Mstep: Class 2 contains 160753 members 
Entering Unmasked Estep 
Score: -23179630.000000 Penalty: 6126.301758
	Iteration 62Q: 3 clusters Score -2.317963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 160769 members 
Entering Unmasked Estep 
Score: -23179624.000000 Penalty: 6126.301758
	Iteration 63Q: 3 clusters Score -2.317962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 160785 members 
Entering Unmasked Estep 
Score: -23179644.000000 Penalty: 6126.301758
	Iteration 64Q: 3 clusters Score -2.317964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70485 members 
Mstep: Class 2 contains 160802 members 
Entering Unmasked Estep 
Score: -23179640.000000 Penalty: 6126.301758
	Iteration 65Q: 3 clusters Score -2.317964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70467 members 
Mstep: Class 2 contains 160820 members 
Entering Unmasked Estep 
Score: -23179644.000000 Penalty: 6126.301758
	Iteration 66Q: 3 clusters Score -2.317964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70456 members 
Mstep: Class 2 contains 160831 members 
Entering Unmasked Estep 
Score: -23179642.000000 Penalty: 6126.301758
	Iteration 67Q: 3 clusters Score -2.317964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 160843 members 
Entering Unmasked Estep 
Score: -23179636.000000 Penalty: 6126.301758
	Iteration 68Q: 3 clusters Score -2.317964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 160854 members 
Entering Unmasked Estep 
Score: -23179650.000000 Penalty: 6126.301758
	Iteration 69Q: 3 clusters Score -2.317965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70424 members 
Mstep: Class 2 contains 160863 members 
Entering Unmasked Estep 
Score: -23179654.000000 Penalty: 6126.301758
	Iteration 70Q: 3 clusters Score -2.317965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 160869 members 
Entering Unmasked Estep 
Score: -23179648.000000 Penalty: 6126.301758
	Iteration 71Q: 3 clusters Score -2.317965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 160873 members 
Entering Unmasked Estep 
Score: -23179654.000000 Penalty: 6126.301758
	Iteration 72Q: 3 clusters Score -2.317965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 160874 members 
Entering Unmasked Estep 
Score: -23179658.000000 Penalty: 6126.301758
	Iteration 73Q: 3 clusters Score -2.317966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 160874 members 
Entering Unmasked Estep 
Score: -23179658.000000 Penalty: 6126.301758
	Iteration 74F: 3 clusters Score -2.317966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 333460 members 
Mstep: Class 2 contains 12140 members 
Mstep: Class 3 contains 342326 members 
Mstep: Class 4 contains 14395 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 7 contains 70413 members 
Mstep: Class 8 contains 60087 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 21161 members 
Mstep: Class 11 contains 36253 members 
Mstep: Class 12 contains 33955 members 
Mstep: Class 13 contains 33740 members 
Mstep: Class 14 contains 19072 members 
Mstep: Class 15 contains 14207 members 
Mstep: Class 16 contains 98463 members 
Mstep: Class 17 contains 10984 members 
Mstep: Class 18 contains 54463 members 
Mstep: Class 19 contains 17880 members 
Mstep: Class 20 contains 109484 members 
Mstep: Class 21 contains 16598 members 
Mstep: Class 22 contains 110475 members 
Mstep: Class 23 contains 26260 members 
Mstep: Class 24 contains 160874 members 
Entering Unmasked Estep 
Score: -157021856.000000 Penalty: 85095.523438
Splitting cluster 7 changes total score from -156962752.000000 to -157021856.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (60087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Entering Unmasked Estep 
Score: -5847482.000000 Penalty: 2728.880127
	Iteration 0F: 2 clusters Score -5847482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -5807089.000000 Penalty: 5457.760254
	Iteration 0F: 3 clusters Score -5807089 nChanged 27975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -5823119.000000 Penalty: 5457.760254
	Iteration 1F: 3 clusters Score -5823119 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -5824331.000000 Penalty: 5457.760254
	Iteration 2Q: 3 clusters Score -5824331 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -5825926.000000 Penalty: 5457.760254
	Iteration 3F: 3 clusters Score -5825926 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -5827763.000000 Penalty: 5457.760254
	Iteration 4F: 3 clusters Score -5827763 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -5829832.000000 Penalty: 5457.760254
	Iteration 5F: 3 clusters Score -5829832 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -5831887.500000 Penalty: 5457.760254
	Iteration 6F: 3 clusters Score -5831888 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -5833819.000000 Penalty: 5457.760254
	Iteration 7F: 3 clusters Score -5833819 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -5835625.500000 Penalty: 5457.760254
	Iteration 8F: 3 clusters Score -5835626 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -5837123.000000 Penalty: 5457.760254
	Iteration 9Q: 3 clusters Score -5837123 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -5838525.000000 Penalty: 5457.760254
	Iteration 10Q: 3 clusters Score -5838525 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -5839810.500000 Penalty: 5457.760254
	Iteration 11Q: 3 clusters Score -5839810 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -5841192.000000 Penalty: 5457.760254
	Iteration 12Q: 3 clusters Score -5841192 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -5842703.000000 Penalty: 5457.760254
	Iteration 13Q: 3 clusters Score -5842703 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -5844303.000000 Penalty: 5457.760254
	Iteration 14Q: 3 clusters Score -5844303 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -5846094.500000 Penalty: 5457.760254
	Iteration 15Q: 3 clusters Score -5846094 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -5848066.500000 Penalty: 5457.760254
	Iteration 16Q: 3 clusters Score -5848066 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -5850486.500000 Penalty: 5457.760254
	Iteration 17Q: 3 clusters Score -5850486 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -5853097.500000 Penalty: 5457.760254
	Iteration 18Q: 3 clusters Score -5853098 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -5854427.000000 Penalty: 5457.760254
	Iteration 19Q: 3 clusters Score -5854427 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -5854866.500000 Penalty: 5457.760254
	Iteration 20F: 3 clusters Score -5854866 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -5855069.500000 Penalty: 5457.760254
	Iteration 21Q: 3 clusters Score -5855070 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -5855215.000000 Penalty: 5457.760254
	Iteration 22Q: 3 clusters Score -5855215 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -5855327.500000 Penalty: 5457.760254
	Iteration 23Q: 3 clusters Score -5855328 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -5855447.500000 Penalty: 5457.760254
	Iteration 24Q: 3 clusters Score -5855448 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -5855597.500000 Penalty: 5457.760254
	Iteration 25Q: 3 clusters Score -5855598 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -5855752.000000 Penalty: 5457.760254
	Iteration 26Q: 3 clusters Score -5855752 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -5856056.500000 Penalty: 5457.760254
	Iteration 27Q: 3 clusters Score -5856056 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -5856481.000000 Penalty: 5457.760254
	Iteration 28Q: 3 clusters Score -5856481 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -5856954.500000 Penalty: 5457.760254
	Iteration 29Q: 3 clusters Score -5856954 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -5857496.000000 Penalty: 5457.760254
	Iteration 30Q: 3 clusters Score -5857496 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -5857900.000000 Penalty: 5457.760254
	Iteration 31Q: 3 clusters Score -5857900 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -5858161.500000 Penalty: 5457.760254
	Iteration 32Q: 3 clusters Score -5858162 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -5858246.000000 Penalty: 5457.760254
	Iteration 33Q: 3 clusters Score -5858246 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -5858279.000000 Penalty: 5457.760254
	Iteration 34Q: 3 clusters Score -5858279 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -5858332.000000 Penalty: 5457.760254
	Iteration 35Q: 3 clusters Score -5858332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -5858349.500000 Penalty: 5457.760254
	Iteration 36Q: 3 clusters Score -5858350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -5858366.000000 Penalty: 5457.760254
	Iteration 37Q: 3 clusters Score -5858366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -5858372.500000 Penalty: 5457.760254
	Iteration 38Q: 3 clusters Score -5858372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -5858372.500000 Penalty: 5457.760254
	Iteration 39Q: 3 clusters Score -5858372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -5858772.500000 Penalty: 5457.760254
	Iteration 40F: 3 clusters Score -5858772 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -5858963.500000 Penalty: 5457.760254
	Iteration 41Q: 3 clusters Score -5858964 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -5859004.500000 Penalty: 5457.760254
	Iteration 42Q: 3 clusters Score -5859004 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -5859017.000000 Penalty: 5457.760254
	Iteration 43Q: 3 clusters Score -5859017 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -5859004.000000 Penalty: 5457.760254
	Iteration 44Q: 3 clusters Score -5859004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -5859019.500000 Penalty: 5457.760254
	Iteration 45Q: 3 clusters Score -5859020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -5859013.000000 Penalty: 5457.760254
	Iteration 46Q: 3 clusters Score -5859013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -5859016.500000 Penalty: 5457.760254
	Iteration 47Q: 3 clusters Score -5859016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -5859017.500000 Penalty: 5457.760254
	Iteration 48Q: 3 clusters Score -5859018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -5859016.000000 Penalty: 5457.760254
	Iteration 49Q: 3 clusters Score -5859016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -5859016.000000 Penalty: 5457.760254
	Iteration 50F: 3 clusters Score -5859016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 333460 members 
Mstep: Class 2 contains 12140 members 
Mstep: Class 3 contains 342326 members 
Mstep: Class 4 contains 14395 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 7 contains 70413 members 
Mstep: Class 8 contains 43803 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 21161 members 
Mstep: Class 11 contains 36253 members 
Mstep: Class 12 contains 33955 members 
Mstep: Class 13 contains 33740 members 
Mstep: Class 14 contains 19072 members 
Mstep: Class 15 contains 14207 members 
Mstep: Class 16 contains 98463 members 
Mstep: Class 17 contains 10984 members 
Mstep: Class 18 contains 54463 members 
Mstep: Class 19 contains 17880 members 
Mstep: Class 20 contains 109484 members 
Mstep: Class 21 contains 16598 members 
Mstep: Class 22 contains 110475 members 
Mstep: Class 23 contains 26260 members 
Mstep: Class 24 contains 160874 members 
Mstep: Class 25 contains 16284 members 
Entering Unmasked Estep 
Score: -157030128.000000 Penalty: 88641.171875
Splitting cluster 8 changes total score from -156962752.000000 to -157030128.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (21161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Entering Unmasked Estep 
Score: -2173236.000000 Penalty: 2470.059082
	Iteration 0F: 2 clusters Score -2173236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2158471.500000 Penalty: 4940.118164
	Iteration 0F: 3 clusters Score -2158472 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2163509.750000 Penalty: 4940.118164
	Iteration 1F: 3 clusters Score -2163510 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2163953.000000 Penalty: 4940.118164
	Iteration 2F: 3 clusters Score -2163953 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2164326.500000 Penalty: 4940.118164
	Iteration 3Q: 3 clusters Score -2164326 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2164707.000000 Penalty: 4940.118164
	Iteration 4Q: 3 clusters Score -2164707 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2165141.250000 Penalty: 4940.118164
	Iteration 5Q: 3 clusters Score -2165141 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2165640.000000 Penalty: 4940.118164
	Iteration 6Q: 3 clusters Score -2165640 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2166288.500000 Penalty: 4940.118164
	Iteration 7F: 3 clusters Score -2166288 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2167039.000000 Penalty: 4940.118164
	Iteration 8F: 3 clusters Score -2167039 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2167771.250000 Penalty: 4940.118164
	Iteration 9F: 3 clusters Score -2167771 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2168361.250000 Penalty: 4940.118164
	Iteration 10Q: 3 clusters Score -2168361 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2168738.000000 Penalty: 4940.118164
	Iteration 11Q: 3 clusters Score -2168738 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2168975.500000 Penalty: 4940.118164
	Iteration 12Q: 3 clusters Score -2168976 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2169141.000000 Penalty: 4940.118164
	Iteration 13Q: 3 clusters Score -2169141 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2169251.750000 Penalty: 4940.118164
	Iteration 14Q: 3 clusters Score -2169252 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2169360.750000 Penalty: 4940.118164
	Iteration 15Q: 3 clusters Score -2169361 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2169435.000000 Penalty: 4940.118164
	Iteration 16Q: 3 clusters Score -2169435 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2169504.000000 Penalty: 4940.118164
	Iteration 17Q: 3 clusters Score -2169504 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2169577.250000 Penalty: 4940.118164
	Iteration 18Q: 3 clusters Score -2169577 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2169654.250000 Penalty: 4940.118164
	Iteration 19Q: 3 clusters Score -2169654 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2169727.500000 Penalty: 4940.118164
	Iteration 20F: 3 clusters Score -2169728 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2169810.000000 Penalty: 4940.118164
	Iteration 21Q: 3 clusters Score -2169810 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2169877.750000 Penalty: 4940.118164
	Iteration 22Q: 3 clusters Score -2169878 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2169953.750000 Penalty: 4940.118164
	Iteration 23Q: 3 clusters Score -2169954 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2170021.250000 Penalty: 4940.118164
	Iteration 24Q: 3 clusters Score -2170021 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2170079.750000 Penalty: 4940.118164
	Iteration 25Q: 3 clusters Score -2170080 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2170132.750000 Penalty: 4940.118164
	Iteration 26Q: 3 clusters Score -2170133 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2170176.250000 Penalty: 4940.118164
	Iteration 27Q: 3 clusters Score -2170176 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2170225.500000 Penalty: 4940.118164
	Iteration 28Q: 3 clusters Score -2170226 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2170276.500000 Penalty: 4940.118164
	Iteration 29Q: 3 clusters Score -2170276 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2170338.750000 Penalty: 4940.118164
	Iteration 30Q: 3 clusters Score -2170339 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2170392.750000 Penalty: 4940.118164
	Iteration 31Q: 3 clusters Score -2170393 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2170453.750000 Penalty: 4940.118164
	Iteration 32Q: 3 clusters Score -2170454 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2170503.000000 Penalty: 4940.118164
	Iteration 33Q: 3 clusters Score -2170503 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2170550.750000 Penalty: 4940.118164
	Iteration 34Q: 3 clusters Score -2170551 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2170590.750000 Penalty: 4940.118164
	Iteration 35Q: 3 clusters Score -2170591 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2170625.000000 Penalty: 4940.118164
	Iteration 36Q: 3 clusters Score -2170625 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2170657.000000 Penalty: 4940.118164
	Iteration 37Q: 3 clusters Score -2170657 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2170703.000000 Penalty: 4940.118164
	Iteration 38Q: 3 clusters Score -2170703 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2170729.500000 Penalty: 4940.118164
	Iteration 39Q: 3 clusters Score -2170730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2170761.500000 Penalty: 4940.118164
	Iteration 40F: 3 clusters Score -2170762 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2170781.250000 Penalty: 4940.118164
	Iteration 41Q: 3 clusters Score -2170781 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2170806.750000 Penalty: 4940.118164
	Iteration 42Q: 3 clusters Score -2170807 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2170831.000000 Penalty: 4940.118164
	Iteration 43Q: 3 clusters Score -2170831 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2170855.250000 Penalty: 4940.118164
	Iteration 44Q: 3 clusters Score -2170855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2170876.250000 Penalty: 4940.118164
	Iteration 45Q: 3 clusters Score -2170876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2170909.000000 Penalty: 4940.118164
	Iteration 46Q: 3 clusters Score -2170909 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2170935.750000 Penalty: 4940.118164
	Iteration 47Q: 3 clusters Score -2170936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2170950.750000 Penalty: 4940.118164
	Iteration 48Q: 3 clusters Score -2170951 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2170960.250000 Penalty: 4940.118164
	Iteration 49Q: 3 clusters Score -2170960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2170977.750000 Penalty: 4940.118164
	Iteration 50Q: 3 clusters Score -2170978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2170990.250000 Penalty: 4940.118164
	Iteration 51Q: 3 clusters Score -2170990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2171000.500000 Penalty: 4940.118164
	Iteration 52Q: 3 clusters Score -2171000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2171016.500000 Penalty: 4940.118164
	Iteration 53Q: 3 clusters Score -2171016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2171029.000000 Penalty: 4940.118164
	Iteration 54Q: 3 clusters Score -2171029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2171035.000000 Penalty: 4940.118164
	Iteration 55Q: 3 clusters Score -2171035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2171042.500000 Penalty: 4940.118164
	Iteration 56Q: 3 clusters Score -2171042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2171055.750000 Penalty: 4940.118164
	Iteration 57Q: 3 clusters Score -2171056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2171069.750000 Penalty: 4940.118164
	Iteration 58Q: 3 clusters Score -2171070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2171077.250000 Penalty: 4940.118164
	Iteration 59Q: 3 clusters Score -2171077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2171078.750000 Penalty: 4940.118164
	Iteration 60F: 3 clusters Score -2171079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2171086.500000 Penalty: 4940.118164
	Iteration 61Q: 3 clusters Score -2171086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2171090.000000 Penalty: 4940.118164
	Iteration 62Q: 3 clusters Score -2171090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2171094.000000 Penalty: 4940.118164
	Iteration 63Q: 3 clusters Score -2171094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2171102.250000 Penalty: 4940.118164
	Iteration 64Q: 3 clusters Score -2171102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2171101.500000 Penalty: 4940.118164
	Iteration 65Q: 3 clusters Score -2171102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2171106.250000 Penalty: 4940.118164
	Iteration 66Q: 3 clusters Score -2171106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2171108.500000 Penalty: 4940.118164
	Iteration 67Q: 3 clusters Score -2171108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2171112.250000 Penalty: 4940.118164
	Iteration 68Q: 3 clusters Score -2171112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2171115.500000 Penalty: 4940.118164
	Iteration 69Q: 3 clusters Score -2171116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2171123.000000 Penalty: 4940.118164
	Iteration 70Q: 3 clusters Score -2171123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2171126.750000 Penalty: 4940.118164
	Iteration 71Q: 3 clusters Score -2171127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2171136.750000 Penalty: 4940.118164
	Iteration 72Q: 3 clusters Score -2171137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2171143.250000 Penalty: 4940.118164
	Iteration 73Q: 3 clusters Score -2171143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2171142.500000 Penalty: 4940.118164
	Iteration 74Q: 3 clusters Score -2171142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2171147.250000 Penalty: 4940.118164
	Iteration 75Q: 3 clusters Score -2171147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2171145.250000 Penalty: 4940.118164
	Iteration 76Q: 3 clusters Score -2171145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2171147.500000 Penalty: 4940.118164
	Iteration 77Q: 3 clusters Score -2171148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2171155.500000 Penalty: 4940.118164
	Iteration 78Q: 3 clusters Score -2171156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2171155.250000 Penalty: 4940.118164
	Iteration 79Q: 3 clusters Score -2171155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2171162.000000 Penalty: 4940.118164
	Iteration 80F: 3 clusters Score -2171162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2171166.250000 Penalty: 4940.118164
	Iteration 81Q: 3 clusters Score -2171166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2171168.000000 Penalty: 4940.118164
	Iteration 82Q: 3 clusters Score -2171168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2171168.750000 Penalty: 4940.118164
	Iteration 83Q: 3 clusters Score -2171169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2171169.250000 Penalty: 4940.118164
	Iteration 84Q: 3 clusters Score -2171169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2171170.750000 Penalty: 4940.118164
	Iteration 85Q: 3 clusters Score -2171171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2171174.250000 Penalty: 4940.118164
	Iteration 86Q: 3 clusters Score -2171174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2171172.750000 Penalty: 4940.118164
	Iteration 87Q: 3 clusters Score -2171173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2171178.000000 Penalty: 4940.118164
	Iteration 88Q: 3 clusters Score -2171178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2171181.000000 Penalty: 4940.118164
	Iteration 89Q: 3 clusters Score -2171181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2171180.750000 Penalty: 4940.118164
	Iteration 90Q: 3 clusters Score -2171181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2171184.000000 Penalty: 4940.118164
	Iteration 91Q: 3 clusters Score -2171184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2171187.000000 Penalty: 4940.118164
	Iteration 92Q: 3 clusters Score -2171187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2171191.250000 Penalty: 4940.118164
	Iteration 93Q: 3 clusters Score -2171191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2171198.500000 Penalty: 4940.118164
	Iteration 94Q: 3 clusters Score -2171198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2171199.500000 Penalty: 4940.118164
	Iteration 95Q: 3 clusters Score -2171200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2171199.500000 Penalty: 4940.118164
	Iteration 96Q: 3 clusters Score -2171200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2171196.250000 Penalty: 4940.118164
	Iteration 97Q: 3 clusters Score -2171196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2171198.750000 Penalty: 4940.118164
	Iteration 98Q: 3 clusters Score -2171199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2171198.750000 Penalty: 4940.118164
	Iteration 99F: 3 clusters Score -2171199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Entering Unmasked Estep 
Score: -3462551.000000 Penalty: 2603.572754
	Iteration 0F: 2 clusters Score -3462551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3438400.750000 Penalty: 5207.145508
	Iteration 0F: 3 clusters Score -3438401 nChanged 16394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3451998.000000 Penalty: 5207.145508
	Iteration 1F: 3 clusters Score -3451998 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3454311.000000 Penalty: 5207.145508
	Iteration 2F: 3 clusters Score -3454311 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -3456012.250000 Penalty: 5207.145508
	Iteration 3F: 3 clusters Score -3456012 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3457746.750000 Penalty: 5207.145508
	Iteration 4F: 3 clusters Score -3457747 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -3459160.500000 Penalty: 5207.145508
	Iteration 5F: 3 clusters Score -3459160 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -3460363.750000 Penalty: 5207.145508
	Iteration 6F: 3 clusters Score -3460364 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3461573.250000 Penalty: 5207.145508
	Iteration 7Q: 3 clusters Score -3461573 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3463151.000000 Penalty: 5207.145508
	Iteration 8F: 3 clusters Score -3463151 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3465140.500000 Penalty: 5207.145508
	Iteration 9F: 3 clusters Score -3465140 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3467598.750000 Penalty: 5207.145508
	Iteration 10F: 3 clusters Score -3467599 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3472144.500000 Penalty: 5207.145508
	Iteration 11F: 3 clusters Score -3472144 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -3481656.250000 Penalty: 5207.145508
	Iteration 12F: 3 clusters Score -3481656 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3485010.750000 Penalty: 5207.145508
	Iteration 13F: 3 clusters Score -3485011 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -3486355.000000 Penalty: 5207.145508
	Iteration 14Q: 3 clusters Score -3486355 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -3487218.250000 Penalty: 5207.145508
	Iteration 15Q: 3 clusters Score -3487218 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -3487728.750000 Penalty: 5207.145508
	Iteration 16Q: 3 clusters Score -3487729 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -3488044.000000 Penalty: 5207.145508
	Iteration 17Q: 3 clusters Score -3488044 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -3488226.750000 Penalty: 5207.145508
	Iteration 18Q: 3 clusters Score -3488227 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -3488378.000000 Penalty: 5207.145508
	Iteration 19Q: 3 clusters Score -3488378 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -3488495.000000 Penalty: 5207.145508
	Iteration 20F: 3 clusters Score -3488495 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -3488582.250000 Penalty: 5207.145508
	Iteration 21Q: 3 clusters Score -3488582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -3488632.750000 Penalty: 5207.145508
	Iteration 22Q: 3 clusters Score -3488633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -3488649.250000 Penalty: 5207.145508
	Iteration 23Q: 3 clusters Score -3488649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -3488658.000000 Penalty: 5207.145508
	Iteration 24Q: 3 clusters Score -3488658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -3488658.000000 Penalty: 5207.145508
	Iteration 25Q: 3 clusters Score -3488658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -3488662.500000 Penalty: 5207.145508
	Iteration 26Q: 3 clusters Score -3488662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -3488656.250000 Penalty: 5207.145508
	Iteration 27Q: 3 clusters Score -3488656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -3488654.250000 Penalty: 5207.145508
	Iteration 28Q: 3 clusters Score -3488654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -3488657.750000 Penalty: 5207.145508
	Iteration 29Q: 3 clusters Score -3488658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -3488657.750000 Penalty: 5207.145508
	Iteration 30F: 3 clusters Score -3488658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 333460 members 
Mstep: Class 2 contains 12140 members 
Mstep: Class 3 contains 342326 members 
Mstep: Class 4 contains 14395 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 7 contains 70413 members 
Mstep: Class 8 contains 43803 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 21161 members 
Mstep: Class 11 contains 4243 members 
Mstep: Class 12 contains 33955 members 
Mstep: Class 13 contains 33740 members 
Mstep: Class 14 contains 19072 members 
Mstep: Class 15 contains 14207 members 
Mstep: Class 16 contains 98463 members 
Mstep: Class 17 contains 10984 members 
Mstep: Class 18 contains 54463 members 
Mstep: Class 19 contains 17880 members 
Mstep: Class 20 contains 109484 members 
Mstep: Class 21 contains 16598 members 
Mstep: Class 22 contains 110475 members 
Mstep: Class 23 contains 26260 members 
Mstep: Class 24 contains 160874 members 
Mstep: Class 25 contains 16284 members 
Mstep: Class 26 contains 32010 members 
Entering Unmasked Estep 
Score: -157053552.000000 Penalty: 92186.812500
Splitting cluster 11 changes total score from -156962752.000000 to -157053552.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (33955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Entering Unmasked Estep 
Score: -3481009.000000 Penalty: 2587.332275
	Iteration 0F: 2 clusters Score -3481009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -3457824.000000 Penalty: 5174.664551
	Iteration 0F: 3 clusters Score -3457824 nChanged 15404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3466218.000000 Penalty: 5174.664551
	Iteration 1F: 3 clusters Score -3466218 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3466699.500000 Penalty: 5174.664551
	Iteration 2Q: 3 clusters Score -3466700 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3467174.250000 Penalty: 5174.664551
	Iteration 3Q: 3 clusters Score -3467174 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3467730.250000 Penalty: 5174.664551
	Iteration 4Q: 3 clusters Score -3467730 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -3468478.750000 Penalty: 5174.664551
	Iteration 5Q: 3 clusters Score -3468479 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3469566.500000 Penalty: 5174.664551
	Iteration 6F: 3 clusters Score -3469566 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -3471044.750000 Penalty: 5174.664551
	Iteration 7F: 3 clusters Score -3471045 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -3472981.750000 Penalty: 5174.664551
	Iteration 8F: 3 clusters Score -3472982 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -3475149.750000 Penalty: 5174.664551
	Iteration 9F: 3 clusters Score -3475150 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -3476847.750000 Penalty: 5174.664551
	Iteration 10F: 3 clusters Score -3476848 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -3477822.750000 Penalty: 5174.664551
	Iteration 11Q: 3 clusters Score -3477823 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -3478268.750000 Penalty: 5174.664551
	Iteration 12Q: 3 clusters Score -3478269 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -3478511.500000 Penalty: 5174.664551
	Iteration 13Q: 3 clusters Score -3478512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -3478616.750000 Penalty: 5174.664551
	Iteration 14Q: 3 clusters Score -3478617 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -3478680.000000 Penalty: 5174.664551
	Iteration 15Q: 3 clusters Score -3478680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -3478708.000000 Penalty: 5174.664551
	Iteration 16Q: 3 clusters Score -3478708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -3478735.750000 Penalty: 5174.664551
	Iteration 17Q: 3 clusters Score -3478736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -3478738.250000 Penalty: 5174.664551
	Iteration 18Q: 3 clusters Score -3478738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -3478746.250000 Penalty: 5174.664551
	Iteration 19Q: 3 clusters Score -3478746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -3478758.750000 Penalty: 5174.664551
	Iteration 20F: 3 clusters Score -3478759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -3478765.000000 Penalty: 5174.664551
	Iteration 21Q: 3 clusters Score -3478765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -3478769.750000 Penalty: 5174.664551
	Iteration 22Q: 3 clusters Score -3478770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -3478774.500000 Penalty: 5174.664551
	Iteration 23Q: 3 clusters Score -3478774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -3478778.000000 Penalty: 5174.664551
	Iteration 24Q: 3 clusters Score -3478778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -3478781.500000 Penalty: 5174.664551
	Iteration 25Q: 3 clusters Score -3478782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -3478785.500000 Penalty: 5174.664551
	Iteration 26Q: 3 clusters Score -3478786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -3478789.250000 Penalty: 5174.664551
	Iteration 27Q: 3 clusters Score -3478789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -3478789.250000 Penalty: 5174.664551
	Iteration 28F: 3 clusters Score -3478789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Entering Unmasked Estep 
Score: -3261263.500000 Penalty: 2585.756836
	Iteration 0F: 2 clusters Score -3261264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3238443.000000 Penalty: 5171.513672
	Iteration 0F: 3 clusters Score -3238443 nChanged 15232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3248018.250000 Penalty: 5171.513672
	Iteration 1F: 3 clusters Score -3248018 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -3250206.500000 Penalty: 5171.513672
	Iteration 2F: 3 clusters Score -3250206 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -3252734.500000 Penalty: 5171.513672
	Iteration 3F: 3 clusters Score -3252734 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -3255705.250000 Penalty: 5171.513672
	Iteration 4F: 3 clusters Score -3255705 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -3258616.250000 Penalty: 5171.513672
	Iteration 5F: 3 clusters Score -3258616 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3260542.250000 Penalty: 5171.513672
	Iteration 6F: 3 clusters Score -3260542 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3261686.500000 Penalty: 5171.513672
	Iteration 7Q: 3 clusters Score -3261686 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3262495.500000 Penalty: 5171.513672
	Iteration 8Q: 3 clusters Score -3262496 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3263048.750000 Penalty: 5171.513672
	Iteration 9Q: 3 clusters Score -3263049 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3263436.000000 Penalty: 5171.513672
	Iteration 10Q: 3 clusters Score -3263436 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -3263683.000000 Penalty: 5171.513672
	Iteration 11Q: 3 clusters Score -3263683 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3263791.000000 Penalty: 5171.513672
	Iteration 12Q: 3 clusters Score -3263791 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3263897.250000 Penalty: 5171.513672
	Iteration 13Q: 3 clusters Score -3263897 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3263950.750000 Penalty: 5171.513672
	Iteration 14Q: 3 clusters Score -3263951 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3264022.750000 Penalty: 5171.513672
	Iteration 15Q: 3 clusters Score -3264023 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3264082.500000 Penalty: 5171.513672
	Iteration 16Q: 3 clusters Score -3264082 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3264147.750000 Penalty: 5171.513672
	Iteration 17Q: 3 clusters Score -3264148 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3264186.750000 Penalty: 5171.513672
	Iteration 18Q: 3 clusters Score -3264187 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3264213.750000 Penalty: 5171.513672
	Iteration 19Q: 3 clusters Score -3264214 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3264267.000000 Penalty: 5171.513672
	Iteration 20F: 3 clusters Score -3264267 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -3264332.750000 Penalty: 5171.513672
	Iteration 21Q: 3 clusters Score -3264333 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -3264378.500000 Penalty: 5171.513672
	Iteration 22Q: 3 clusters Score -3264378 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3264447.750000 Penalty: 5171.513672
	Iteration 23Q: 3 clusters Score -3264448 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3264531.750000 Penalty: 5171.513672
	Iteration 24Q: 3 clusters Score -3264532 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -3264585.500000 Penalty: 5171.513672
	Iteration 25Q: 3 clusters Score -3264586 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -3264661.750000 Penalty: 5171.513672
	Iteration 26Q: 3 clusters Score -3264662 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3264741.250000 Penalty: 5171.513672
	Iteration 27Q: 3 clusters Score -3264741 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3264840.500000 Penalty: 5171.513672
	Iteration 28Q: 3 clusters Score -3264840 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3264937.000000 Penalty: 5171.513672
	Iteration 29Q: 3 clusters Score -3264937 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3265037.500000 Penalty: 5171.513672
	Iteration 30Q: 3 clusters Score -3265038 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3265136.250000 Penalty: 5171.513672
	Iteration 31Q: 3 clusters Score -3265136 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3265219.000000 Penalty: 5171.513672
	Iteration 32Q: 3 clusters Score -3265219 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3265290.000000 Penalty: 5171.513672
	Iteration 33Q: 3 clusters Score -3265290 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -3265366.500000 Penalty: 5171.513672
	Iteration 34Q: 3 clusters Score -3265366 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -3265459.000000 Penalty: 5171.513672
	Iteration 35Q: 3 clusters Score -3265459 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -3265529.000000 Penalty: 5171.513672
	Iteration 36Q: 3 clusters Score -3265529 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3265592.750000 Penalty: 5171.513672
	Iteration 37Q: 3 clusters Score -3265593 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3265632.000000 Penalty: 5171.513672
	Iteration 38Q: 3 clusters Score -3265632 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -3265690.250000 Penalty: 5171.513672
	Iteration 39Q: 3 clusters Score -3265690 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3265729.750000 Penalty: 5171.513672
	Iteration 40F: 3 clusters Score -3265730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3265754.000000 Penalty: 5171.513672
	Iteration 41Q: 3 clusters Score -3265754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -3265766.750000 Penalty: 5171.513672
	Iteration 42Q: 3 clusters Score -3265767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -3265774.500000 Penalty: 5171.513672
	Iteration 43Q: 3 clusters Score -3265774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -3265783.750000 Penalty: 5171.513672
	Iteration 44Q: 3 clusters Score -3265784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -3265791.000000 Penalty: 5171.513672
	Iteration 45Q: 3 clusters Score -3265791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3265796.000000 Penalty: 5171.513672
	Iteration 46Q: 3 clusters Score -3265796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -3265793.500000 Penalty: 5171.513672
	Iteration 47Q: 3 clusters Score -3265794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3265792.750000 Penalty: 5171.513672
	Iteration 48Q: 3 clusters Score -3265793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -3265797.000000 Penalty: 5171.513672
	Iteration 49Q: 3 clusters Score -3265797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -3265802.500000 Penalty: 5171.513672
	Iteration 50Q: 3 clusters Score -3265802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -3265804.750000 Penalty: 5171.513672
	Iteration 51Q: 3 clusters Score -3265805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -3265796.750000 Penalty: 5171.513672
	Iteration 52Q: 3 clusters Score -3265797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3265803.250000 Penalty: 5171.513672
	Iteration 53Q: 3 clusters Score -3265803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3265800.500000 Penalty: 5171.513672
	Iteration 54Q: 3 clusters Score -3265800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3265805.000000 Penalty: 5171.513672
	Iteration 55Q: 3 clusters Score -3265805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -3265802.750000 Penalty: 5171.513672
	Iteration 56Q: 3 clusters Score -3265803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -3265803.500000 Penalty: 5171.513672
	Iteration 57Q: 3 clusters Score -3265804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -3265801.000000 Penalty: 5171.513672
	Iteration 58Q: 3 clusters Score -3265801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3265799.000000 Penalty: 5171.513672
	Iteration 59Q: 3 clusters Score -3265799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -3265801.000000 Penalty: 5171.513672
	Iteration 60F: 3 clusters Score -3265801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -3265798.500000 Penalty: 5171.513672
	Iteration 61Q: 3 clusters Score -3265798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3265798.500000 Penalty: 5171.513672
	Iteration 62Q: 3 clusters Score -3265798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -3265804.750000 Penalty: 5171.513672
	Iteration 63Q: 3 clusters Score -3265805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3265800.250000 Penalty: 5171.513672
	Iteration 64Q: 3 clusters Score -3265800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -3265801.500000 Penalty: 5171.513672
	Iteration 65Q: 3 clusters Score -3265802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -3265806.000000 Penalty: 5171.513672
	Iteration 66Q: 3 clusters Score -3265806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -3265805.750000 Penalty: 5171.513672
	Iteration 67Q: 3 clusters Score -3265806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -3265806.750000 Penalty: 5171.513672
	Iteration 68Q: 3 clusters Score -3265807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3265804.750000 Penalty: 5171.513672
	Iteration 69Q: 3 clusters Score -3265805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -3265803.750000 Penalty: 5171.513672
	Iteration 70Q: 3 clusters Score -3265804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3265804.750000 Penalty: 5171.513672
	Iteration 71Q: 3 clusters Score -3265805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3265807.250000 Penalty: 5171.513672
	Iteration 72Q: 3 clusters Score -3265807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3265805.000000 Penalty: 5171.513672
	Iteration 73Q: 3 clusters Score -3265805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3265805.000000 Penalty: 5171.513672
	Iteration 74F: 3 clusters Score -3265805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 333460 members 
Mstep: Class 2 contains 12140 members 
Mstep: Class 3 contains 342326 members 
Mstep: Class 4 contains 14395 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 7 contains 70413 members 
Mstep: Class 8 contains 43803 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 21161 members 
Mstep: Class 11 contains 4243 members 
Mstep: Class 12 contains 33955 members 
Mstep: Class 13 contains 4529 members 
Mstep: Class 14 contains 19072 members 
Mstep: Class 15 contains 14207 members 
Mstep: Class 16 contains 98463 members 
Mstep: Class 17 contains 10984 members 
Mstep: Class 18 contains 54463 members 
Mstep: Class 19 contains 17880 members 
Mstep: Class 20 contains 109484 members 
Mstep: Class 21 contains 16598 members 
Mstep: Class 22 contains 110475 members 
Mstep: Class 23 contains 26260 members 
Mstep: Class 24 contains 160874 members 
Mstep: Class 25 contains 16284 members 
Mstep: Class 26 contains 32010 members 
Mstep: Class 27 contains 29211 members 
Entering Unmasked Estep 
Score: -157056192.000000 Penalty: 95732.460938
Splitting cluster 13 changes total score from -156962752.000000 to -157056192.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (19072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Entering Unmasked Estep 
Score: -1937189.125000 Penalty: 2444.281982
	Iteration 0F: 2 clusters Score -1937189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1923665.875000 Penalty: 4888.563965
	Iteration 0F: 3 clusters Score -1923666 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1928279.000000 Penalty: 4888.563965
	Iteration 1F: 3 clusters Score -1928279 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1928833.375000 Penalty: 4888.563965
	Iteration 2F: 3 clusters Score -1928833 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1929409.250000 Penalty: 4888.563965
	Iteration 3F: 3 clusters Score -1929409 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1930013.625000 Penalty: 4888.563965
	Iteration 4F: 3 clusters Score -1930014 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1930612.000000 Penalty: 4888.563965
	Iteration 5F: 3 clusters Score -1930612 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1931251.125000 Penalty: 4888.563965
	Iteration 6F: 3 clusters Score -1931251 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1931970.750000 Penalty: 4888.563965
	Iteration 7F: 3 clusters Score -1931971 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1932683.000000 Penalty: 4888.563965
	Iteration 8F: 3 clusters Score -1932683 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1933332.750000 Penalty: 4888.563965
	Iteration 9Q: 3 clusters Score -1933333 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1933831.875000 Penalty: 4888.563965
	Iteration 10Q: 3 clusters Score -1933832 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1934204.500000 Penalty: 4888.563965
	Iteration 11Q: 3 clusters Score -1934204 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1934523.875000 Penalty: 4888.563965
	Iteration 12Q: 3 clusters Score -1934524 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1934774.250000 Penalty: 4888.563965
	Iteration 13Q: 3 clusters Score -1934774 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1934987.500000 Penalty: 4888.563965
	Iteration 14Q: 3 clusters Score -1934988 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1935148.500000 Penalty: 4888.563965
	Iteration 15Q: 3 clusters Score -1935148 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1935258.250000 Penalty: 4888.563965
	Iteration 16Q: 3 clusters Score -1935258 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1935342.750000 Penalty: 4888.563965
	Iteration 17Q: 3 clusters Score -1935343 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1935431.750000 Penalty: 4888.563965
	Iteration 18Q: 3 clusters Score -1935432 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1935522.625000 Penalty: 4888.563965
	Iteration 19Q: 3 clusters Score -1935523 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1935601.750000 Penalty: 4888.563965
	Iteration 20F: 3 clusters Score -1935602 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1935677.000000 Penalty: 4888.563965
	Iteration 21Q: 3 clusters Score -1935677 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1935745.625000 Penalty: 4888.563965
	Iteration 22Q: 3 clusters Score -1935746 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1935812.125000 Penalty: 4888.563965
	Iteration 23Q: 3 clusters Score -1935812 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1935856.125000 Penalty: 4888.563965
	Iteration 24Q: 3 clusters Score -1935856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1935891.000000 Penalty: 4888.563965
	Iteration 25Q: 3 clusters Score -1935891 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1935929.875000 Penalty: 4888.563965
	Iteration 26Q: 3 clusters Score -1935930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1935963.625000 Penalty: 4888.563965
	Iteration 27Q: 3 clusters Score -1935964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1935982.875000 Penalty: 4888.563965
	Iteration 28Q: 3 clusters Score -1935983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1936006.125000 Penalty: 4888.563965
	Iteration 29Q: 3 clusters Score -1936006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1936015.250000 Penalty: 4888.563965
	Iteration 30Q: 3 clusters Score -1936015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1936020.625000 Penalty: 4888.563965
	Iteration 31Q: 3 clusters Score -1936021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1936023.625000 Penalty: 4888.563965
	Iteration 32Q: 3 clusters Score -1936024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1936030.000000 Penalty: 4888.563965
	Iteration 33Q: 3 clusters Score -1936030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1936042.625000 Penalty: 4888.563965
	Iteration 34Q: 3 clusters Score -1936043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1936044.625000 Penalty: 4888.563965
	Iteration 35Q: 3 clusters Score -1936045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1936051.000000 Penalty: 4888.563965
	Iteration 36Q: 3 clusters Score -1936051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1936052.875000 Penalty: 4888.563965
	Iteration 37Q: 3 clusters Score -1936053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1936058.375000 Penalty: 4888.563965
	Iteration 38Q: 3 clusters Score -1936058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1936065.625000 Penalty: 4888.563965
	Iteration 39Q: 3 clusters Score -1936066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1936062.750000 Penalty: 4888.563965
	Iteration 40F: 3 clusters Score -1936063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1936065.875000 Penalty: 4888.563965
	Iteration 41Q: 3 clusters Score -1936066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1936068.750000 Penalty: 4888.563965
	Iteration 42Q: 3 clusters Score -1936069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1936068.000000 Penalty: 4888.563965
	Iteration 43Q: 3 clusters Score -1936068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1936070.125000 Penalty: 4888.563965
	Iteration 44Q: 3 clusters Score -1936070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1936074.875000 Penalty: 4888.563965
	Iteration 45Q: 3 clusters Score -1936075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1936076.875000 Penalty: 4888.563965
	Iteration 46Q: 3 clusters Score -1936077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1936074.625000 Penalty: 4888.563965
	Iteration 47Q: 3 clusters Score -1936075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1936073.500000 Penalty: 4888.563965
	Iteration 48Q: 3 clusters Score -1936074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1936075.125000 Penalty: 4888.563965
	Iteration 49Q: 3 clusters Score -1936075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1936074.375000 Penalty: 4888.563965
	Iteration 50Q: 3 clusters Score -1936074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1936074.375000 Penalty: 4888.563965
	Iteration 51F: 3 clusters Score -1936074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Entering Unmasked Estep 
Score: -1385078.250000 Penalty: 2371.249512
	Iteration 0F: 2 clusters Score -1385078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1374774.750000 Penalty: 4742.499023
	Iteration 0F: 3 clusters Score -1374775 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1378439.625000 Penalty: 4742.499023
	Iteration 1F: 3 clusters Score -1378440 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1379342.500000 Penalty: 4742.499023
	Iteration 2F: 3 clusters Score -1379342 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1380532.125000 Penalty: 4742.499023
	Iteration 3F: 3 clusters Score -1380532 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1381782.250000 Penalty: 4742.499023
	Iteration 4F: 3 clusters Score -1381782 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1382864.000000 Penalty: 4742.499023
	Iteration 5F: 3 clusters Score -1382864 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1383506.000000 Penalty: 4742.499023
	Iteration 6F: 3 clusters Score -1383506 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1383892.000000 Penalty: 4742.499023
	Iteration 7Q: 3 clusters Score -1383892 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1384085.750000 Penalty: 4742.499023
	Iteration 8Q: 3 clusters Score -1384086 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1384215.375000 Penalty: 4742.499023
	Iteration 9Q: 3 clusters Score -1384215 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1384300.875000 Penalty: 4742.499023
	Iteration 10Q: 3 clusters Score -1384301 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1384371.750000 Penalty: 4742.499023
	Iteration 11Q: 3 clusters Score -1384372 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1384422.125000 Penalty: 4742.499023
	Iteration 12Q: 3 clusters Score -1384422 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1384454.625000 Penalty: 4742.499023
	Iteration 13Q: 3 clusters Score -1384455 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1384486.750000 Penalty: 4742.499023
	Iteration 14Q: 3 clusters Score -1384487 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1384508.250000 Penalty: 4742.499023
	Iteration 15Q: 3 clusters Score -1384508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1384525.625000 Penalty: 4742.499023
	Iteration 16Q: 3 clusters Score -1384526 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1384538.875000 Penalty: 4742.499023
	Iteration 17Q: 3 clusters Score -1384539 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1384548.750000 Penalty: 4742.499023
	Iteration 18Q: 3 clusters Score -1384549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1384562.125000 Penalty: 4742.499023
	Iteration 19Q: 3 clusters Score -1384562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1384573.125000 Penalty: 4742.499023
	Iteration 20F: 3 clusters Score -1384573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1384578.250000 Penalty: 4742.499023
	Iteration 21Q: 3 clusters Score -1384578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1384578.625000 Penalty: 4742.499023
	Iteration 22Q: 3 clusters Score -1384579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1384589.000000 Penalty: 4742.499023
	Iteration 23Q: 3 clusters Score -1384589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1384588.250000 Penalty: 4742.499023
	Iteration 24Q: 3 clusters Score -1384588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1384595.375000 Penalty: 4742.499023
	Iteration 25Q: 3 clusters Score -1384595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1384600.625000 Penalty: 4742.499023
	Iteration 26Q: 3 clusters Score -1384601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1384605.750000 Penalty: 4742.499023
	Iteration 27Q: 3 clusters Score -1384606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1384606.625000 Penalty: 4742.499023
	Iteration 28Q: 3 clusters Score -1384607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1384610.375000 Penalty: 4742.499023
	Iteration 29Q: 3 clusters Score -1384610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1384614.375000 Penalty: 4742.499023
	Iteration 30Q: 3 clusters Score -1384614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1384615.875000 Penalty: 4742.499023
	Iteration 31Q: 3 clusters Score -1384616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1384617.625000 Penalty: 4742.499023
	Iteration 32Q: 3 clusters Score -1384618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1384627.500000 Penalty: 4742.499023
	Iteration 33Q: 3 clusters Score -1384628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1384632.500000 Penalty: 4742.499023
	Iteration 34Q: 3 clusters Score -1384632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1384637.875000 Penalty: 4742.499023
	Iteration 35Q: 3 clusters Score -1384638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1384645.500000 Penalty: 4742.499023
	Iteration 36Q: 3 clusters Score -1384646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1384644.125000 Penalty: 4742.499023
	Iteration 37Q: 3 clusters Score -1384644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1384646.250000 Penalty: 4742.499023
	Iteration 38Q: 3 clusters Score -1384646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1384651.750000 Penalty: 4742.499023
	Iteration 39Q: 3 clusters Score -1384652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1384655.875000 Penalty: 4742.499023
	Iteration 40F: 3 clusters Score -1384656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1384657.625000 Penalty: 4742.499023
	Iteration 41Q: 3 clusters Score -1384658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1384660.375000 Penalty: 4742.499023
	Iteration 42Q: 3 clusters Score -1384660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1384661.750000 Penalty: 4742.499023
	Iteration 43Q: 3 clusters Score -1384662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1384665.125000 Penalty: 4742.499023
	Iteration 44Q: 3 clusters Score -1384665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1384667.375000 Penalty: 4742.499023
	Iteration 45Q: 3 clusters Score -1384667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1384667.500000 Penalty: 4742.499023
	Iteration 46Q: 3 clusters Score -1384668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1384669.000000 Penalty: 4742.499023
	Iteration 47Q: 3 clusters Score -1384669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1384670.750000 Penalty: 4742.499023
	Iteration 48Q: 3 clusters Score -1384671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1384673.875000 Penalty: 4742.499023
	Iteration 49Q: 3 clusters Score -1384674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1384674.500000 Penalty: 4742.499023
	Iteration 50Q: 3 clusters Score -1384674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1384676.125000 Penalty: 4742.499023
	Iteration 51Q: 3 clusters Score -1384676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1384676.000000 Penalty: 4742.499023
	Iteration 52Q: 3 clusters Score -1384676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1384679.250000 Penalty: 4742.499023
	Iteration 53Q: 3 clusters Score -1384679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1384681.875000 Penalty: 4742.499023
	Iteration 54Q: 3 clusters Score -1384682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1384682.375000 Penalty: 4742.499023
	Iteration 55Q: 3 clusters Score -1384682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1384689.000000 Penalty: 4742.499023
	Iteration 56Q: 3 clusters Score -1384689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1384692.000000 Penalty: 4742.499023
	Iteration 57Q: 3 clusters Score -1384692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1384694.125000 Penalty: 4742.499023
	Iteration 58Q: 3 clusters Score -1384694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1384697.750000 Penalty: 4742.499023
	Iteration 59Q: 3 clusters Score -1384698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1384704.500000 Penalty: 4742.499023
	Iteration 60F: 3 clusters Score -1384704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1384703.625000 Penalty: 4742.499023
	Iteration 61Q: 3 clusters Score -1384704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1384704.500000 Penalty: 4742.499023
	Iteration 62Q: 3 clusters Score -1384704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1384709.875000 Penalty: 4742.499023
	Iteration 63Q: 3 clusters Score -1384710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1384712.625000 Penalty: 4742.499023
	Iteration 64Q: 3 clusters Score -1384713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1384714.625000 Penalty: 4742.499023
	Iteration 65Q: 3 clusters Score -1384715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1384712.375000 Penalty: 4742.499023
	Iteration 66Q: 3 clusters Score -1384712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1384715.125000 Penalty: 4742.499023
	Iteration 67Q: 3 clusters Score -1384715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1384715.125000 Penalty: 4742.499023
	Iteration 68F: 3 clusters Score -1384715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (98463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98463 members 
Entering Unmasked Estep 
Score: -10076892.000000 Penalty: 2851.364258
	Iteration 0F: 2 clusters Score -1.007689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -10010748.000000 Penalty: 5702.728516
	Iteration 0F: 3 clusters Score -1.001075e+07 nChanged 46600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -10037512.000000 Penalty: 5702.728516
	Iteration 1F: 3 clusters Score -1.003751e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -10038573.000000 Penalty: 5702.728516
	Iteration 2Q: 3 clusters Score -1.003857e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -10039995.000000 Penalty: 5702.728516
	Iteration 3Q: 3 clusters Score -1.004e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -10042088.000000 Penalty: 5702.728516
	Iteration 4Q: 3 clusters Score -1.004209e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -10045274.000000 Penalty: 5702.728516
	Iteration 5F: 3 clusters Score -1.004527e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -10050023.000000 Penalty: 5702.728516
	Iteration 6F: 3 clusters Score -1.005002e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -10055714.000000 Penalty: 5702.728516
	Iteration 7F: 3 clusters Score -1.005571e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -10061234.000000 Penalty: 5702.728516
	Iteration 8F: 3 clusters Score -1.006123e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80803 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -10065495.000000 Penalty: 5702.728516
	Iteration 9F: 3 clusters Score -1.00655e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -10068306.000000 Penalty: 5702.728516
	Iteration 10Q: 3 clusters Score -1.006831e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -10070025.000000 Penalty: 5702.728516
	Iteration 11Q: 3 clusters Score -1.007002e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87520 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -10071173.000000 Penalty: 5702.728516
	Iteration 12Q: 3 clusters Score -1.007117e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -10071950.000000 Penalty: 5702.728516
	Iteration 13Q: 3 clusters Score -1.007195e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89720 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -10072494.000000 Penalty: 5702.728516
	Iteration 14Q: 3 clusters Score -1.007249e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90562 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -10072951.000000 Penalty: 5702.728516
	Iteration 15Q: 3 clusters Score -1.007295e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91294 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -10073253.000000 Penalty: 5702.728516
	Iteration 16Q: 3 clusters Score -1.007325e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -10073497.000000 Penalty: 5702.728516
	Iteration 17Q: 3 clusters Score -1.00735e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92429 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -10073692.000000 Penalty: 5702.728516
	Iteration 18Q: 3 clusters Score -1.007369e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92913 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -10073932.000000 Penalty: 5702.728516
	Iteration 19Q: 3 clusters Score -1.007393e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93342 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -10074042.000000 Penalty: 5702.728516
	Iteration 20F: 3 clusters Score -1.007404e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -10074164.000000 Penalty: 5702.728516
	Iteration 21Q: 3 clusters Score -1.007416e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93995 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -10074259.000000 Penalty: 5702.728516
	Iteration 22Q: 3 clusters Score -1.007426e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94269 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -10074371.000000 Penalty: 5702.728516
	Iteration 23Q: 3 clusters Score -1.007437e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94510 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -10074446.000000 Penalty: 5702.728516
	Iteration 24Q: 3 clusters Score -1.007445e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94752 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -10074504.000000 Penalty: 5702.728516
	Iteration 25Q: 3 clusters Score -1.00745e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94961 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -10074583.000000 Penalty: 5702.728516
	Iteration 26Q: 3 clusters Score -1.007458e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95154 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -10074654.000000 Penalty: 5702.728516
	Iteration 27Q: 3 clusters Score -1.007465e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95317 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -10074698.000000 Penalty: 5702.728516
	Iteration 28Q: 3 clusters Score -1.00747e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95457 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -10074763.000000 Penalty: 5702.728516
	Iteration 29Q: 3 clusters Score -1.007476e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95589 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -10074822.000000 Penalty: 5702.728516
	Iteration 30Q: 3 clusters Score -1.007482e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -10074876.000000 Penalty: 5702.728516
	Iteration 31Q: 3 clusters Score -1.007488e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95825 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -10074922.000000 Penalty: 5702.728516
	Iteration 32Q: 3 clusters Score -1.007492e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95953 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -10074996.000000 Penalty: 5702.728516
	Iteration 33Q: 3 clusters Score -1.0075e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -10075074.000000 Penalty: 5702.728516
	Iteration 34Q: 3 clusters Score -1.007507e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96162 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -10075128.000000 Penalty: 5702.728516
	Iteration 35Q: 3 clusters Score -1.007513e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96226 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -10075161.000000 Penalty: 5702.728516
	Iteration 36Q: 3 clusters Score -1.007516e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -10075187.000000 Penalty: 5702.728516
	Iteration 37Q: 3 clusters Score -1.007519e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -10075246.000000 Penalty: 5702.728516
	Iteration 38Q: 3 clusters Score -1.007525e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96421 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -10075263.000000 Penalty: 5702.728516
	Iteration 39Q: 3 clusters Score -1.007526e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96463 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -10075310.000000 Penalty: 5702.728516
	Iteration 40F: 3 clusters Score -1.007531e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -10075300.000000 Penalty: 5702.728516
	Iteration 41Q: 3 clusters Score -1.00753e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -10075332.000000 Penalty: 5702.728516
	Iteration 42Q: 3 clusters Score -1.007533e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96533 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -10075343.000000 Penalty: 5702.728516
	Iteration 43Q: 3 clusters Score -1.007534e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -10075338.000000 Penalty: 5702.728516
	Iteration 44Q: 3 clusters Score -1.007534e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -10075349.000000 Penalty: 5702.728516
	Iteration 45Q: 3 clusters Score -1.007535e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -10075365.000000 Penalty: 5702.728516
	Iteration 46Q: 3 clusters Score -1.007536e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96614 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -10075367.000000 Penalty: 5702.728516
	Iteration 47Q: 3 clusters Score -1.007537e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96637 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -10075372.000000 Penalty: 5702.728516
	Iteration 48Q: 3 clusters Score -1.007537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -10075385.000000 Penalty: 5702.728516
	Iteration 49Q: 3 clusters Score -1.007538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96655 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -10075382.000000 Penalty: 5702.728516
	Iteration 50Q: 3 clusters Score -1.007538e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -10075411.000000 Penalty: 5702.728516
	Iteration 51Q: 3 clusters Score -1.007541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -10075406.000000 Penalty: 5702.728516
	Iteration 52Q: 3 clusters Score -1.007541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -10075411.000000 Penalty: 5702.728516
	Iteration 53Q: 3 clusters Score -1.007541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96679 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -10075421.000000 Penalty: 5702.728516
	Iteration 54Q: 3 clusters Score -1.007542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -10075420.000000 Penalty: 5702.728516
	Iteration 55Q: 3 clusters Score -1.007542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -10075420.000000 Penalty: 5702.728516
	Iteration 56Q: 3 clusters Score -1.007542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -10075429.000000 Penalty: 5702.728516
	Iteration 57Q: 3 clusters Score -1.007543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96702 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -10075405.000000 Penalty: 5702.728516
	Iteration 58Q: 3 clusters Score -1.00754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96711 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -10075424.000000 Penalty: 5702.728516
	Iteration 59Q: 3 clusters Score -1.007542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -10075426.000000 Penalty: 5702.728516
	Iteration 60F: 3 clusters Score -1.007543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -10075435.000000 Penalty: 5702.728516
	Iteration 61Q: 3 clusters Score -1.007544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -10075438.000000 Penalty: 5702.728516
	Iteration 62Q: 3 clusters Score -1.007544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -10075452.000000 Penalty: 5702.728516
	Iteration 63Q: 3 clusters Score -1.007545e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -10075452.000000 Penalty: 5702.728516
	Iteration 64Q: 3 clusters Score -1.007545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -10075475.000000 Penalty: 5702.728516
	Iteration 65Q: 3 clusters Score -1.007548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96796 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -10075475.000000 Penalty: 5702.728516
	Iteration 66Q: 3 clusters Score -1.007548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96807 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -10075470.000000 Penalty: 5702.728516
	Iteration 67Q: 3 clusters Score -1.007547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96812 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -10075475.000000 Penalty: 5702.728516
	Iteration 68Q: 3 clusters Score -1.007548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96816 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -10075470.000000 Penalty: 5702.728516
	Iteration 69Q: 3 clusters Score -1.007547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96816 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -10075477.000000 Penalty: 5702.728516
	Iteration 70Q: 3 clusters Score -1.007548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -10075471.000000 Penalty: 5702.728516
	Iteration 71Q: 3 clusters Score -1.007547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -10075475.000000 Penalty: 5702.728516
	Iteration 72Q: 3 clusters Score -1.007548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -10075474.000000 Penalty: 5702.728516
	Iteration 73Q: 3 clusters Score -1.007547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -10075474.000000 Penalty: 5702.728516
	Iteration 74F: 3 clusters Score -1.007547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Entering Unmasked Estep 
Score: -5496729.500000 Penalty: 2704.508789
	Iteration 0F: 2 clusters Score -5496730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -5459923.000000 Penalty: 5409.017578
	Iteration 0F: 3 clusters Score -5459923 nChanged 25543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -5473969.000000 Penalty: 5409.017578
	Iteration 1F: 3 clusters Score -5473969 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -5474689.500000 Penalty: 5409.017578
	Iteration 2Q: 3 clusters Score -5474690 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -5475622.000000 Penalty: 5409.017578
	Iteration 3Q: 3 clusters Score -5475622 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -5476947.500000 Penalty: 5409.017578
	Iteration 4Q: 3 clusters Score -5476948 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -5479176.000000 Penalty: 5409.017578
	Iteration 5F: 3 clusters Score -5479176 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -5482506.000000 Penalty: 5409.017578
	Iteration 6F: 3 clusters Score -5482506 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -5486448.500000 Penalty: 5409.017578
	Iteration 7F: 3 clusters Score -5486448 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5490149.500000 Penalty: 5409.017578
	Iteration 8F: 3 clusters Score -5490150 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5492566.000000 Penalty: 5409.017578
	Iteration 9Q: 3 clusters Score -5492566 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5493596.500000 Penalty: 5409.017578
	Iteration 10Q: 3 clusters Score -5493596 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5494001.500000 Penalty: 5409.017578
	Iteration 11Q: 3 clusters Score -5494002 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5494176.500000 Penalty: 5409.017578
	Iteration 12Q: 3 clusters Score -5494176 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5494266.500000 Penalty: 5409.017578
	Iteration 13Q: 3 clusters Score -5494266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5494298.500000 Penalty: 5409.017578
	Iteration 14Q: 3 clusters Score -5494298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5494326.500000 Penalty: 5409.017578
	Iteration 15Q: 3 clusters Score -5494326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5494330.000000 Penalty: 5409.017578
	Iteration 16Q: 3 clusters Score -5494330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5494332.500000 Penalty: 5409.017578
	Iteration 17Q: 3 clusters Score -5494332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5494339.500000 Penalty: 5409.017578
	Iteration 18Q: 3 clusters Score -5494340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5494344.500000 Penalty: 5409.017578
	Iteration 19Q: 3 clusters Score -5494344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5494345.500000 Penalty: 5409.017578
	Iteration 20F: 3 clusters Score -5494346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5494347.000000 Penalty: 5409.017578
	Iteration 21Q: 3 clusters Score -5494347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5494350.500000 Penalty: 5409.017578
	Iteration 22Q: 3 clusters Score -5494350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5494353.500000 Penalty: 5409.017578
	Iteration 23Q: 3 clusters Score -5494354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5494358.000000 Penalty: 5409.017578
	Iteration 24Q: 3 clusters Score -5494358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5494371.000000 Penalty: 5409.017578
	Iteration 25Q: 3 clusters Score -5494371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5494382.500000 Penalty: 5409.017578
	Iteration 26Q: 3 clusters Score -5494382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5494399.500000 Penalty: 5409.017578
	Iteration 27Q: 3 clusters Score -5494400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5494401.000000 Penalty: 5409.017578
	Iteration 28Q: 3 clusters Score -5494401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5494397.500000 Penalty: 5409.017578
	Iteration 29Q: 3 clusters Score -5494398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5494405.500000 Penalty: 5409.017578
	Iteration 30Q: 3 clusters Score -5494406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5494402.000000 Penalty: 5409.017578
	Iteration 31Q: 3 clusters Score -5494402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5494402.000000 Penalty: 5409.017578
	Iteration 32Q: 3 clusters Score -5494402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5494402.000000 Penalty: 5409.017578
	Iteration 33F: 3 clusters Score -5494402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Entering Unmasked Estep 
Score: -1758334.750000 Penalty: 2428.276611
	Iteration 0F: 2 clusters Score -1758335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1745541.375000 Penalty: 4856.553223
	Iteration 0F: 3 clusters Score -1745541 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1749781.625000 Penalty: 4856.553223
	Iteration 1F: 3 clusters Score -1749782 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1750224.875000 Penalty: 4856.553223
	Iteration 2F: 3 clusters Score -1750225 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1750631.875000 Penalty: 4856.553223
	Iteration 3F: 3 clusters Score -1750632 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1751100.125000 Penalty: 4856.553223
	Iteration 4F: 3 clusters Score -1751100 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1751685.250000 Penalty: 4856.553223
	Iteration 5F: 3 clusters Score -1751685 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1752456.875000 Penalty: 4856.553223
	Iteration 6F: 3 clusters Score -1752457 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1753421.750000 Penalty: 4856.553223
	Iteration 7F: 3 clusters Score -1753422 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1754534.875000 Penalty: 4856.553223
	Iteration 8F: 3 clusters Score -1754535 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1755893.375000 Penalty: 4856.553223
	Iteration 9F: 3 clusters Score -1755893 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1757180.875000 Penalty: 4856.553223
	Iteration 10F: 3 clusters Score -1757181 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1757860.500000 Penalty: 4856.553223
	Iteration 11Q: 3 clusters Score -1757860 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1758170.875000 Penalty: 4856.553223
	Iteration 12Q: 3 clusters Score -1758171 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1758344.000000 Penalty: 4856.553223
	Iteration 13Q: 3 clusters Score -1758344 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1758464.125000 Penalty: 4856.553223
	Iteration 14Q: 3 clusters Score -1758464 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1758554.125000 Penalty: 4856.553223
	Iteration 15Q: 3 clusters Score -1758554 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1758630.125000 Penalty: 4856.553223
	Iteration 16Q: 3 clusters Score -1758630 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1758713.125000 Penalty: 4856.553223
	Iteration 17Q: 3 clusters Score -1758713 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1758810.500000 Penalty: 4856.553223
	Iteration 18Q: 3 clusters Score -1758810 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1758935.500000 Penalty: 4856.553223
	Iteration 19Q: 3 clusters Score -1758936 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1759078.875000 Penalty: 4856.553223
	Iteration 20F: 3 clusters Score -1759079 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1759204.750000 Penalty: 4856.553223
	Iteration 21Q: 3 clusters Score -1759205 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1759332.875000 Penalty: 4856.553223
	Iteration 22Q: 3 clusters Score -1759333 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1759449.000000 Penalty: 4856.553223
	Iteration 23Q: 3 clusters Score -1759449 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1759549.625000 Penalty: 4856.553223
	Iteration 24Q: 3 clusters Score -1759550 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1759662.250000 Penalty: 4856.553223
	Iteration 25Q: 3 clusters Score -1759662 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1759729.250000 Penalty: 4856.553223
	Iteration 26Q: 3 clusters Score -1759729 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1759787.125000 Penalty: 4856.553223
	Iteration 27Q: 3 clusters Score -1759787 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1759821.875000 Penalty: 4856.553223
	Iteration 28Q: 3 clusters Score -1759822 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1759833.875000 Penalty: 4856.553223
	Iteration 29Q: 3 clusters Score -1759834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1759849.000000 Penalty: 4856.553223
	Iteration 30Q: 3 clusters Score -1759849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1759852.000000 Penalty: 4856.553223
	Iteration 31Q: 3 clusters Score -1759852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1759862.875000 Penalty: 4856.553223
	Iteration 32Q: 3 clusters Score -1759863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1759873.000000 Penalty: 4856.553223
	Iteration 33Q: 3 clusters Score -1759873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1759878.875000 Penalty: 4856.553223
	Iteration 34Q: 3 clusters Score -1759879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1759881.125000 Penalty: 4856.553223
	Iteration 35Q: 3 clusters Score -1759881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1759887.375000 Penalty: 4856.553223
	Iteration 36Q: 3 clusters Score -1759887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1759889.125000 Penalty: 4856.553223
	Iteration 37Q: 3 clusters Score -1759889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1759888.625000 Penalty: 4856.553223
	Iteration 38Q: 3 clusters Score -1759889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1759887.875000 Penalty: 4856.553223
	Iteration 39Q: 3 clusters Score -1759888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1759885.625000 Penalty: 4856.553223
	Iteration 40F: 3 clusters Score -1759886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1759888.625000 Penalty: 4856.553223
	Iteration 41Q: 3 clusters Score -1759889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1759888.125000 Penalty: 4856.553223
	Iteration 42Q: 3 clusters Score -1759888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1759886.125000 Penalty: 4856.553223
	Iteration 43Q: 3 clusters Score -1759886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1759888.250000 Penalty: 4856.553223
	Iteration 44Q: 3 clusters Score -1759888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1759889.750000 Penalty: 4856.553223
	Iteration 45Q: 3 clusters Score -1759890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1759895.125000 Penalty: 4856.553223
	Iteration 46Q: 3 clusters Score -1759895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1759894.375000 Penalty: 4856.553223
	Iteration 47Q: 3 clusters Score -1759894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1759894.375000 Penalty: 4856.553223
	Iteration 48Q: 3 clusters Score -1759894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1759893.500000 Penalty: 4856.553223
	Iteration 49Q: 3 clusters Score -1759894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1759893.375000 Penalty: 4856.553223
	Iteration 50Q: 3 clusters Score -1759893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1759892.250000 Penalty: 4856.553223
	Iteration 51Q: 3 clusters Score -1759892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1759892.750000 Penalty: 4856.553223
	Iteration 52Q: 3 clusters Score -1759893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1759892.750000 Penalty: 4856.553223
	Iteration 53F: 3 clusters Score -1759893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 333460 members 
Mstep: Class 2 contains 12140 members 
Mstep: Class 3 contains 342326 members 
Mstep: Class 4 contains 14395 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 7 contains 70413 members 
Mstep: Class 8 contains 43803 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 21161 members 
Mstep: Class 11 contains 4243 members 
Mstep: Class 12 contains 33955 members 
Mstep: Class 13 contains 4529 members 
Mstep: Class 14 contains 19072 members 
Mstep: Class 15 contains 14207 members 
Mstep: Class 16 contains 98463 members 
Mstep: Class 17 contains 10984 members 
Mstep: Class 18 contains 54463 members 
Mstep: Class 19 contains 10487 members 
Mstep: Class 20 contains 109484 members 
Mstep: Class 21 contains 16598 members 
Mstep: Class 22 contains 110475 members 
Mstep: Class 23 contains 26260 members 
Mstep: Class 24 contains 160874 members 
Mstep: Class 25 contains 16284 members 
Mstep: Class 26 contains 32010 members 
Mstep: Class 27 contains 29211 members 
Mstep: Class 28 contains 7393 members 
Entering Unmasked Estep 
Score: -157056448.000000 Penalty: 99278.109375
Splitting cluster 19 changes total score from -156962752.000000 to -157056448.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (109484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109484 members 
Entering Unmasked Estep 
Score: -11103100.000000 Penalty: 2877.676270
	Iteration 0F: 2 clusters Score -1.11031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -11029883.000000 Penalty: 5755.352539
	Iteration 0F: 3 clusters Score -1.102988e+07 nChanged 51872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -11059978.000000 Penalty: 5755.352539
	Iteration 1F: 3 clusters Score -1.105998e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -11060927.000000 Penalty: 5755.352539
	Iteration 2Q: 3 clusters Score -1.106093e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -11061918.000000 Penalty: 5755.352539
	Iteration 3Q: 3 clusters Score -1.106192e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -11063318.000000 Penalty: 5755.352539
	Iteration 4Q: 3 clusters Score -1.106332e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -11065418.000000 Penalty: 5755.352539
	Iteration 5Q: 3 clusters Score -1.106542e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -11068775.000000 Penalty: 5755.352539
	Iteration 6F: 3 clusters Score -1.106878e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -11074325.000000 Penalty: 5755.352539
	Iteration 7F: 3 clusters Score -1.107432e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82644 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -11081948.000000 Penalty: 5755.352539
	Iteration 8F: 3 clusters Score -1.108195e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -11089361.000000 Penalty: 5755.352539
	Iteration 9F: 3 clusters Score -1.108936e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90493 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -11094011.000000 Penalty: 5755.352539
	Iteration 10Q: 3 clusters Score -1.109401e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -11096216.000000 Penalty: 5755.352539
	Iteration 11Q: 3 clusters Score -1.109622e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92311 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -11096946.000000 Penalty: 5755.352539
	Iteration 12Q: 3 clusters Score -1.109695e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -11097380.000000 Penalty: 5755.352539
	Iteration 13Q: 3 clusters Score -1.109738e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93335 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -11097577.000000 Penalty: 5755.352539
	Iteration 14Q: 3 clusters Score -1.109758e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93807 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -11097707.000000 Penalty: 5755.352539
	Iteration 15Q: 3 clusters Score -1.109771e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -11097851.000000 Penalty: 5755.352539
	Iteration 16Q: 3 clusters Score -1.109785e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94733 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -11097970.000000 Penalty: 5755.352539
	Iteration 17Q: 3 clusters Score -1.109797e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95194 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -11098049.000000 Penalty: 5755.352539
	Iteration 18Q: 3 clusters Score -1.109805e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95641 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -11098156.000000 Penalty: 5755.352539
	Iteration 19Q: 3 clusters Score -1.109816e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96109 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -11098229.000000 Penalty: 5755.352539
	Iteration 20F: 3 clusters Score -1.109823e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96580 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -11098322.000000 Penalty: 5755.352539
	Iteration 21Q: 3 clusters Score -1.109832e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -11098417.000000 Penalty: 5755.352539
	Iteration 22Q: 3 clusters Score -1.109842e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97424 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -11098541.000000 Penalty: 5755.352539
	Iteration 23Q: 3 clusters Score -1.109854e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97822 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -11098597.000000 Penalty: 5755.352539
	Iteration 24Q: 3 clusters Score -1.10986e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -11098655.000000 Penalty: 5755.352539
	Iteration 25Q: 3 clusters Score -1.109866e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98611 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -11098761.000000 Penalty: 5755.352539
	Iteration 26Q: 3 clusters Score -1.109876e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99029 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -11098883.000000 Penalty: 5755.352539
	Iteration 27Q: 3 clusters Score -1.109888e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -11098926.000000 Penalty: 5755.352539
	Iteration 28Q: 3 clusters Score -1.109893e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99760 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -11099049.000000 Penalty: 5755.352539
	Iteration 29Q: 3 clusters Score -1.109905e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100150 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -11099106.000000 Penalty: 5755.352539
	Iteration 30Q: 3 clusters Score -1.109911e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100549 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -11099205.000000 Penalty: 5755.352539
	Iteration 31Q: 3 clusters Score -1.10992e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100955 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -11099288.000000 Penalty: 5755.352539
	Iteration 32Q: 3 clusters Score -1.109929e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101361 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -11099411.000000 Penalty: 5755.352539
	Iteration 33Q: 3 clusters Score -1.109941e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101795 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -11099545.000000 Penalty: 5755.352539
	Iteration 34Q: 3 clusters Score -1.109954e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102201 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -11099625.000000 Penalty: 5755.352539
	Iteration 35Q: 3 clusters Score -1.109962e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -11099693.000000 Penalty: 5755.352539
	Iteration 36Q: 3 clusters Score -1.109969e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102950 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -11099777.000000 Penalty: 5755.352539
	Iteration 37Q: 3 clusters Score -1.109978e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103305 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -11099851.000000 Penalty: 5755.352539
	Iteration 38Q: 3 clusters Score -1.109985e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103643 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -11099942.000000 Penalty: 5755.352539
	Iteration 39Q: 3 clusters Score -1.109994e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103968 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -11100030.000000 Penalty: 5755.352539
	Iteration 40F: 3 clusters Score -1.110003e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104263 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -11100105.000000 Penalty: 5755.352539
	Iteration 41Q: 3 clusters Score -1.11001e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104546 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -11100160.000000 Penalty: 5755.352539
	Iteration 42Q: 3 clusters Score -1.110016e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104808 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -11100233.000000 Penalty: 5755.352539
	Iteration 43Q: 3 clusters Score -1.110023e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105058 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -11100289.000000 Penalty: 5755.352539
	Iteration 44Q: 3 clusters Score -1.110029e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105287 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -11100330.000000 Penalty: 5755.352539
	Iteration 45Q: 3 clusters Score -1.110033e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105487 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -11100390.000000 Penalty: 5755.352539
	Iteration 46Q: 3 clusters Score -1.110039e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -11100451.000000 Penalty: 5755.352539
	Iteration 47Q: 3 clusters Score -1.110045e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105839 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -11100490.000000 Penalty: 5755.352539
	Iteration 48Q: 3 clusters Score -1.110049e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105999 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -11100499.000000 Penalty: 5755.352539
	Iteration 49Q: 3 clusters Score -1.11005e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106161 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -11100544.000000 Penalty: 5755.352539
	Iteration 50Q: 3 clusters Score -1.110054e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106325 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -11100609.000000 Penalty: 5755.352539
	Iteration 51Q: 3 clusters Score -1.110061e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106462 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -11100635.000000 Penalty: 5755.352539
	Iteration 52Q: 3 clusters Score -1.110064e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106586 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -11100662.000000 Penalty: 5755.352539
	Iteration 53Q: 3 clusters Score -1.110066e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -11100668.000000 Penalty: 5755.352539
	Iteration 54Q: 3 clusters Score -1.110067e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106786 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -11100689.000000 Penalty: 5755.352539
	Iteration 55Q: 3 clusters Score -1.110069e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106874 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -11100718.000000 Penalty: 5755.352539
	Iteration 56Q: 3 clusters Score -1.110072e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106949 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -11100730.000000 Penalty: 5755.352539
	Iteration 57Q: 3 clusters Score -1.110073e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107002 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -11100722.000000 Penalty: 5755.352539
	Iteration 58Q: 3 clusters Score -1.110072e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107059 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -11100716.000000 Penalty: 5755.352539
	Iteration 59Q: 3 clusters Score -1.110072e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107116 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -11100719.000000 Penalty: 5755.352539
	Iteration 60F: 3 clusters Score -1.110072e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107176 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -11100731.000000 Penalty: 5755.352539
	Iteration 61Q: 3 clusters Score -1.110073e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107222 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -11100736.000000 Penalty: 5755.352539
	Iteration 62Q: 3 clusters Score -1.110074e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107260 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -11100768.000000 Penalty: 5755.352539
	Iteration 63Q: 3 clusters Score -1.110077e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107290 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -11100774.000000 Penalty: 5755.352539
	Iteration 64Q: 3 clusters Score -1.110077e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107317 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -11100791.000000 Penalty: 5755.352539
	Iteration 65Q: 3 clusters Score -1.110079e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107341 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -11100791.000000 Penalty: 5755.352539
	Iteration 66Q: 3 clusters Score -1.110079e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107362 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -11100788.000000 Penalty: 5755.352539
	Iteration 67Q: 3 clusters Score -1.110079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107379 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -11100784.000000 Penalty: 5755.352539
	Iteration 68Q: 3 clusters Score -1.110078e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107398 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -11100769.000000 Penalty: 5755.352539
	Iteration 69Q: 3 clusters Score -1.110077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107409 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -11100768.000000 Penalty: 5755.352539
	Iteration 70Q: 3 clusters Score -1.110077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107419 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -11100783.000000 Penalty: 5755.352539
	Iteration 71Q: 3 clusters Score -1.110078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107435 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -11100780.000000 Penalty: 5755.352539
	Iteration 72Q: 3 clusters Score -1.110078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107444 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -11100779.000000 Penalty: 5755.352539
	Iteration 73Q: 3 clusters Score -1.110078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107449 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -11100776.000000 Penalty: 5755.352539
	Iteration 74Q: 3 clusters Score -1.110078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107460 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -11100766.000000 Penalty: 5755.352539
	Iteration 75Q: 3 clusters Score -1.110077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107466 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -11100774.000000 Penalty: 5755.352539
	Iteration 76Q: 3 clusters Score -1.110077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107475 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11100787.000000 Penalty: 5755.352539
	Iteration 77Q: 3 clusters Score -1.110079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107482 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -11100791.000000 Penalty: 5755.352539
	Iteration 78Q: 3 clusters Score -1.110079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107493 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -11100795.000000 Penalty: 5755.352539
	Iteration 79Q: 3 clusters Score -1.11008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107499 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -11100796.000000 Penalty: 5755.352539
	Iteration 80F: 3 clusters Score -1.11008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107503 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -11100787.000000 Penalty: 5755.352539
	Iteration 81Q: 3 clusters Score -1.110079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107507 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -11100794.000000 Penalty: 5755.352539
	Iteration 82Q: 3 clusters Score -1.110079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107510 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -11100794.000000 Penalty: 5755.352539
	Iteration 83Q: 3 clusters Score -1.110079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107513 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -11100793.000000 Penalty: 5755.352539
	Iteration 84Q: 3 clusters Score -1.110079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107516 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -11100795.000000 Penalty: 5755.352539
	Iteration 85Q: 3 clusters Score -1.11008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107516 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -11100795.000000 Penalty: 5755.352539
	Iteration 86F: 3 clusters Score -1.11008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Entering Unmasked Estep 
Score: -1606937.250000 Penalty: 2409.825195
	Iteration 0F: 2 clusters Score -1606937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1595246.000000 Penalty: 4819.650391
	Iteration 0F: 3 clusters Score -1595246 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1599107.250000 Penalty: 4819.650391
	Iteration 1F: 3 clusters Score -1599107 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1599761.750000 Penalty: 4819.650391
	Iteration 2F: 3 clusters Score -1599762 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1600560.375000 Penalty: 4819.650391
	Iteration 3F: 3 clusters Score -1600560 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1601603.875000 Penalty: 4819.650391
	Iteration 4F: 3 clusters Score -1601604 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1602861.750000 Penalty: 4819.650391
	Iteration 5F: 3 clusters Score -1602862 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1603943.500000 Penalty: 4819.650391
	Iteration 6F: 3 clusters Score -1603944 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1604681.250000 Penalty: 4819.650391
	Iteration 7F: 3 clusters Score -1604681 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1605108.125000 Penalty: 4819.650391
	Iteration 8Q: 3 clusters Score -1605108 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1605352.625000 Penalty: 4819.650391
	Iteration 9Q: 3 clusters Score -1605353 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1605509.375000 Penalty: 4819.650391
	Iteration 10Q: 3 clusters Score -1605509 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1605613.000000 Penalty: 4819.650391
	Iteration 11Q: 3 clusters Score -1605613 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1605709.625000 Penalty: 4819.650391
	Iteration 12Q: 3 clusters Score -1605710 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1605789.500000 Penalty: 4819.650391
	Iteration 13Q: 3 clusters Score -1605790 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1605870.875000 Penalty: 4819.650391
	Iteration 14Q: 3 clusters Score -1605871 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1605937.250000 Penalty: 4819.650391
	Iteration 15Q: 3 clusters Score -1605937 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1605985.500000 Penalty: 4819.650391
	Iteration 16Q: 3 clusters Score -1605986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1606018.625000 Penalty: 4819.650391
	Iteration 17Q: 3 clusters Score -1606019 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1606048.250000 Penalty: 4819.650391
	Iteration 18Q: 3 clusters Score -1606048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1606074.875000 Penalty: 4819.650391
	Iteration 19Q: 3 clusters Score -1606075 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1606103.875000 Penalty: 4819.650391
	Iteration 20F: 3 clusters Score -1606104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1606127.375000 Penalty: 4819.650391
	Iteration 21Q: 3 clusters Score -1606127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1606150.250000 Penalty: 4819.650391
	Iteration 22Q: 3 clusters Score -1606150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1606166.250000 Penalty: 4819.650391
	Iteration 23Q: 3 clusters Score -1606166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1606180.500000 Penalty: 4819.650391
	Iteration 24Q: 3 clusters Score -1606180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1606194.000000 Penalty: 4819.650391
	Iteration 25Q: 3 clusters Score -1606194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1606198.250000 Penalty: 4819.650391
	Iteration 26Q: 3 clusters Score -1606198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1606217.500000 Penalty: 4819.650391
	Iteration 27Q: 3 clusters Score -1606218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1606226.500000 Penalty: 4819.650391
	Iteration 28Q: 3 clusters Score -1606226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1606239.000000 Penalty: 4819.650391
	Iteration 29Q: 3 clusters Score -1606239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1606251.125000 Penalty: 4819.650391
	Iteration 30Q: 3 clusters Score -1606251 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1606276.875000 Penalty: 4819.650391
	Iteration 31Q: 3 clusters Score -1606277 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1606304.750000 Penalty: 4819.650391
	Iteration 32Q: 3 clusters Score -1606305 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1606331.875000 Penalty: 4819.650391
	Iteration 33Q: 3 clusters Score -1606332 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1606380.500000 Penalty: 4819.650391
	Iteration 34Q: 3 clusters Score -1606380 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1606430.750000 Penalty: 4819.650391
	Iteration 35Q: 3 clusters Score -1606431 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1606506.250000 Penalty: 4819.650391
	Iteration 36Q: 3 clusters Score -1606506 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1606581.375000 Penalty: 4819.650391
	Iteration 37Q: 3 clusters Score -1606581 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1606658.375000 Penalty: 4819.650391
	Iteration 38Q: 3 clusters Score -1606658 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1606712.750000 Penalty: 4819.650391
	Iteration 39Q: 3 clusters Score -1606713 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1606748.000000 Penalty: 4819.650391
	Iteration 40F: 3 clusters Score -1606748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1606768.750000 Penalty: 4819.650391
	Iteration 41Q: 3 clusters Score -1606769 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1606777.125000 Penalty: 4819.650391
	Iteration 42Q: 3 clusters Score -1606777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1606785.750000 Penalty: 4819.650391
	Iteration 43Q: 3 clusters Score -1606786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1606788.625000 Penalty: 4819.650391
	Iteration 44Q: 3 clusters Score -1606789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1606795.375000 Penalty: 4819.650391
	Iteration 45Q: 3 clusters Score -1606795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1606807.000000 Penalty: 4819.650391
	Iteration 46Q: 3 clusters Score -1606807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1606807.375000 Penalty: 4819.650391
	Iteration 47Q: 3 clusters Score -1606807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1606809.000000 Penalty: 4819.650391
	Iteration 48Q: 3 clusters Score -1606809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1606805.125000 Penalty: 4819.650391
	Iteration 49Q: 3 clusters Score -1606805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1606806.000000 Penalty: 4819.650391
	Iteration 50Q: 3 clusters Score -1606806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1606805.875000 Penalty: 4819.650391
	Iteration 51Q: 3 clusters Score -1606806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1606805.750000 Penalty: 4819.650391
	Iteration 52Q: 3 clusters Score -1606806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1606805.750000 Penalty: 4819.650391
	Iteration 53F: 3 clusters Score -1606806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 333460 members 
Mstep: Class 2 contains 12140 members 
Mstep: Class 3 contains 342326 members 
Mstep: Class 4 contains 14395 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 7 contains 70413 members 
Mstep: Class 8 contains 43803 members 
Mstep: Class 10 contains 21161 members 
Mstep: Class 11 contains 4243 members 
Mstep: Class 12 contains 33955 members 
Mstep: Class 13 contains 4529 members 
Mstep: Class 14 contains 19072 members 
Mstep: Class 15 contains 14207 members 
Mstep: Class 16 contains 98463 members 
Mstep: Class 18 contains 54463 members 
Mstep: Class 19 contains 10487 members 
Mstep: Class 20 contains 109484 members 
Mstep: Class 21 contains 16598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157078720.000000 Penalty: 99278.109375
Iteration 39Q: 29 clusters Score -1.570787e+08 nChanged 40672
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 335240 members 
Mstep: Class 2 contains 12933 members 
Mstep: Class 3 contains 342006 members 
Mstep: Class 4 contains 15177 members 
Mstep: Class 5 contains 8555 members 
Mstep: Class 6 contains 7232 members 
Mstep: Class 7 contains 70250 members 
Mstep: Class 8 contains 44617 members 
Mstep: Class 9 contains 6559 members 
Mstep: Class 10 contains 21076 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 34507 members 
Mstep: Class 13 contains 4678 members 
Mstep: Class 14 contains 19365 members 
Mstep: Class 15 contains 14717 members 
Mstep: Class 16 contains 98687 members 
Mstep: Class 17 contains 10649 members 
Mstep: Class 18 contains 54917 members 
Mstep: Class 19 contains 10527 members 
Mstep: Class 20 contains 111945 members 
Mstep: Class 21 contains 16275 members 
Mstep: Class 22 contains 110694 members 
Mstep: Class 23 contains 26106 members 
Mstep: Class 24 contains 153894 members 
Mstep: Class 25 contains 16291 members 
Mstep: Class 26 contains 31177 members 
Mstep: Class 27 contains 28659 members 
Mstep: Class 28 contains 7285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157094688.000000 Penalty: 99278.109375
Iteration 40F: 29 clusters Score -1.570947e+08 nChanged 35954
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 328519 members 
Mstep: Class 2 contains 13003 members 
Mstep: Class 3 contains 339631 members 
Mstep: Class 4 contains 15548 members 
Mstep: Class 5 contains 8938 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 69800 members 
Mstep: Class 8 contains 43961 members 
Mstep: Class 9 contains 6634 members 
Mstep: Class 10 contains 20851 members 
Mstep: Class 11 contains 4407 members 
Mstep: Class 12 contains 34547 members 
Mstep: Class 13 contains 4738 members 
Mstep: Class 14 contains 19432 members 
Mstep: Class 15 contains 14797 members 
Mstep: Class 16 contains 98522 members 
Mstep: Class 17 contains 10676 members 
Mstep: Class 18 contains 54157 members 
Mstep: Class 19 contains 10379 members 
Mstep: Class 20 contains 112403 members 
Mstep: Class 21 contains 15884 members 
Mstep: Class 22 contains 115205 members 
Mstep: Class 23 contains 26247 members 
Mstep: Class 24 contains 158191 members 
Mstep: Class 25 contains 16394 members 
Mstep: Class 26 contains 31496 members 
Mstep: Class 27 contains 29136 members 
Mstep: Class 28 contains 7294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157103520.000000 Penalty: 99278.109375
Iteration 41Q: 29 clusters Score -1.571035e+08 nChanged 24404
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 324257 members 
Mstep: Class 2 contains 13111 members 
Mstep: Class 3 contains 337300 members 
Mstep: Class 4 contains 15759 members 
Mstep: Class 5 contains 9452 members 
Mstep: Class 6 contains 7880 members 
Mstep: Class 7 contains 69755 members 
Mstep: Class 8 contains 43565 members 
Mstep: Class 9 contains 6723 members 
Mstep: Class 10 contains 20664 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 34733 members 
Mstep: Class 13 contains 4802 members 
Mstep: Class 14 contains 19465 members 
Mstep: Class 15 contains 14827 members 
Mstep: Class 16 contains 98473 members 
Mstep: Class 17 contains 10705 members 
Mstep: Class 18 contains 53586 members 
Mstep: Class 19 contains 10316 members 
Mstep: Class 20 contains 112711 members 
Mstep: Class 21 contains 15575 members 
Mstep: Class 22 contains 118171 members 
Mstep: Class 23 contains 26421 members 
Mstep: Class 24 contains 160995 members 
Mstep: Class 25 contains 16455 members 
Mstep: Class 26 contains 31722 members 
Mstep: Class 27 contains 29252 members 
Mstep: Class 28 contains 7304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157108000.000000 Penalty: 99278.109375
Iteration 42Q: 29 clusters Score -1.57108e+08 nChanged 20443
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 321159 members 
Mstep: Class 2 contains 13195 members 
Mstep: Class 3 contains 334948 members 
Mstep: Class 4 contains 15873 members 
Mstep: Class 5 contains 10012 members 
Mstep: Class 6 contains 8114 members 
Mstep: Class 7 contains 69699 members 
Mstep: Class 8 contains 43268 members 
Mstep: Class 9 contains 6809 members 
Mstep: Class 10 contains 20492 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 35047 members 
Mstep: Class 13 contains 4855 members 
Mstep: Class 14 contains 19471 members 
Mstep: Class 15 contains 14840 members 
Mstep: Class 16 contains 98543 members 
Mstep: Class 17 contains 10766 members 
Mstep: Class 18 contains 53106 members 
Mstep: Class 19 contains 10268 members 
Mstep: Class 20 contains 112869 members 
Mstep: Class 21 contains 15386 members 
Mstep: Class 22 contains 120310 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 163370 members 
Mstep: Class 25 contains 16513 members 
Mstep: Class 26 contains 31876 members 
Mstep: Class 27 contains 29265 members 
Mstep: Class 28 contains 7326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157111472.000000 Penalty: 99278.109375
Iteration 43Q: 29 clusters Score -1.571115e+08 nChanged 17951
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 318708 members 
Mstep: Class 2 contains 13230 members 
Mstep: Class 3 contains 332506 members 
Mstep: Class 4 contains 15945 members 
Mstep: Class 5 contains 10537 members 
Mstep: Class 6 contains 8303 members 
Mstep: Class 7 contains 69654 members 
Mstep: Class 8 contains 43100 members 
Mstep: Class 9 contains 6873 members 
Mstep: Class 10 contains 20371 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 35480 members 
Mstep: Class 13 contains 4896 members 
Mstep: Class 14 contains 19425 members 
Mstep: Class 15 contains 14831 members 
Mstep: Class 16 contains 98688 members 
Mstep: Class 17 contains 10848 members 
Mstep: Class 18 contains 52677 members 
Mstep: Class 19 contains 10241 members 
Mstep: Class 20 contains 112857 members 
Mstep: Class 21 contains 15220 members 
Mstep: Class 22 contains 122086 members 
Mstep: Class 23 contains 26805 members 
Mstep: Class 24 contains 165526 members 
Mstep: Class 25 contains 16551 members 
Mstep: Class 26 contains 32007 members 
Mstep: Class 27 contains 29240 members 
Mstep: Class 28 contains 7357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157113376.000000 Penalty: 99278.109375
Iteration 44Q: 29 clusters Score -1.571134e+08 nChanged 15905
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 316239 members 
Mstep: Class 2 contains 13204 members 
Mstep: Class 3 contains 330159 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 11054 members 
Mstep: Class 6 contains 8458 members 
Mstep: Class 7 contains 69597 members 
Mstep: Class 8 contains 42996 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 10 contains 20241 members 
Mstep: Class 11 contains 4444 members 
Mstep: Class 12 contains 35935 members 
Mstep: Class 13 contains 4937 members 
Mstep: Class 14 contains 19375 members 
Mstep: Class 15 contains 14793 members 
Mstep: Class 16 contains 98859 members 
Mstep: Class 17 contains 10935 members 
Mstep: Class 18 contains 52298 members 
Mstep: Class 19 contains 10244 members 
Mstep: Class 20 contains 112861 members 
Mstep: Class 21 contains 15127 members 
Mstep: Class 22 contains 123586 members 
Mstep: Class 23 contains 27032 members 
Mstep: Class 24 contains 167848 members 
Mstep: Class 25 contains 16594 members 
Mstep: Class 26 contains 32147 members 
Mstep: Class 27 contains 29184 members 
Mstep: Class 28 contains 7385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157113696.000000 Penalty: 99278.109375
Iteration 45Q: 29 clusters Score -1.571137e+08 nChanged 14607
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 313479 members 
Mstep: Class 2 contains 13162 members 
Mstep: Class 3 contains 327830 members 
Mstep: Class 4 contains 15998 members 
Mstep: Class 5 contains 11531 members 
Mstep: Class 6 contains 8593 members 
Mstep: Class 7 contains 69521 members 
Mstep: Class 8 contains 42939 members 
Mstep: Class 9 contains 6894 members 
Mstep: Class 10 contains 20144 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 36519 members 
Mstep: Class 13 contains 4982 members 
Mstep: Class 14 contains 19326 members 
Mstep: Class 15 contains 14728 members 
Mstep: Class 16 contains 99022 members 
Mstep: Class 17 contains 11006 members 
Mstep: Class 18 contains 51974 members 
Mstep: Class 19 contains 10251 members 
Mstep: Class 20 contains 112953 members 
Mstep: Class 21 contains 15063 members 
Mstep: Class 22 contains 125037 members 
Mstep: Class 23 contains 27307 members 
Mstep: Class 24 contains 170289 members 
Mstep: Class 25 contains 16625 members 
Mstep: Class 26 contains 32261 members 
Mstep: Class 27 contains 29103 members 
Mstep: Class 28 contains 7418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157114176.000000 Penalty: 99278.109375
Iteration 46Q: 29 clusters Score -1.571142e+08 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 310588 members 
Mstep: Class 2 contains 13083 members 
Mstep: Class 3 contains 325551 members 
Mstep: Class 4 contains 15983 members 
Mstep: Class 5 contains 11953 members 
Mstep: Class 6 contains 8699 members 
Mstep: Class 7 contains 69437 members 
Mstep: Class 8 contains 42935 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 20047 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 37190 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 19283 members 
Mstep: Class 15 contains 14664 members 
Mstep: Class 16 contains 99189 members 
Mstep: Class 17 contains 11081 members 
Mstep: Class 18 contains 51768 members 
Mstep: Class 19 contains 10261 members 
Mstep: Class 20 contains 113051 members 
Mstep: Class 21 contains 15050 members 
Mstep: Class 22 contains 126418 members 
Mstep: Class 23 contains 27594 members 
Mstep: Class 24 contains 172720 members 
Mstep: Class 25 contains 16642 members 
Mstep: Class 26 contains 32380 members 
Mstep: Class 27 contains 29000 members 
Mstep: Class 28 contains 7454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157114016.000000 Penalty: 99278.109375
Iteration 47Q: 29 clusters Score -1.57114e+08 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 307688 members 
Mstep: Class 2 contains 13027 members 
Mstep: Class 3 contains 323168 members 
Mstep: Class 4 contains 15969 members 
Mstep: Class 5 contains 12310 members 
Mstep: Class 6 contains 8794 members 
Mstep: Class 7 contains 69397 members 
Mstep: Class 8 contains 42933 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 19994 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 37920 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 19258 members 
Mstep: Class 15 contains 14602 members 
Mstep: Class 16 contains 99341 members 
Mstep: Class 17 contains 11162 members 
Mstep: Class 18 contains 51618 members 
Mstep: Class 19 contains 10290 members 
Mstep: Class 20 contains 113138 members 
Mstep: Class 21 contains 15067 members 
Mstep: Class 22 contains 127695 members 
Mstep: Class 23 contains 27938 members 
Mstep: Class 24 contains 175170 members 
Mstep: Class 25 contains 16653 members 
Mstep: Class 26 contains 32470 members 
Mstep: Class 27 contains 28930 members 
Mstep: Class 28 contains 7485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157113088.000000 Penalty: 99278.109375
Iteration 48Q: 29 clusters Score -1.571131e+08 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 304695 members 
Mstep: Class 2 contains 12933 members 
Mstep: Class 3 contains 320753 members 
Mstep: Class 4 contains 15982 members 
Mstep: Class 5 contains 12654 members 
Mstep: Class 6 contains 8861 members 
Mstep: Class 7 contains 69375 members 
Mstep: Class 8 contains 42940 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 19974 members 
Mstep: Class 11 contains 4444 members 
Mstep: Class 12 contains 38636 members 
Mstep: Class 13 contains 5095 members 
Mstep: Class 14 contains 19217 members 
Mstep: Class 15 contains 14525 members 
Mstep: Class 16 contains 99481 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 51554 members 
Mstep: Class 19 contains 10367 members 
Mstep: Class 20 contains 113284 members 
Mstep: Class 21 contains 15099 members 
Mstep: Class 22 contains 128840 members 
Mstep: Class 23 contains 28293 members 
Mstep: Class 24 contains 177724 members 
Mstep: Class 25 contains 16665 members 
Mstep: Class 26 contains 32560 members 
Mstep: Class 27 contains 28863 members 
Mstep: Class 28 contains 7513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157111840.000000 Penalty: 99278.109375
Iteration 49Q: 29 clusters Score -1.571118e+08 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 301686 members 
Mstep: Class 2 contains 12865 members 
Mstep: Class 3 contains 318307 members 
Mstep: Class 4 contains 15995 members 
Mstep: Class 5 contains 12945 members 
Mstep: Class 6 contains 8920 members 
Mstep: Class 7 contains 69353 members 
Mstep: Class 8 contains 42941 members 
Mstep: Class 9 contains 6789 members 
Mstep: Class 10 contains 19975 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 39427 members 
Mstep: Class 13 contains 5122 members 
Mstep: Class 14 contains 19201 members 
Mstep: Class 15 contains 14473 members 
Mstep: Class 16 contains 99600 members 
Mstep: Class 17 contains 11330 members 
Mstep: Class 18 contains 51514 members 
Mstep: Class 19 contains 10437 members 
Mstep: Class 20 contains 113410 members 
Mstep: Class 21 contains 15161 members 
Mstep: Class 22 contains 129990 members 
Mstep: Class 23 contains 28641 members 
Mstep: Class 24 contains 180292 members 
Mstep: Class 25 contains 16664 members 
Mstep: Class 26 contains 32586 members 
Mstep: Class 27 contains 28795 members 
Mstep: Class 28 contains 7542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157110432.000000 Penalty: 99278.109375
Iteration 50Q: 29 clusters Score -1.571104e+08 nChanged 10974
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298754 members 
Mstep: Class 2 contains 12761 members 
Mstep: Class 3 contains 315674 members 
Mstep: Class 4 contains 16005 members 
Mstep: Class 5 contains 13234 members 
Mstep: Class 6 contains 8961 members 
Mstep: Class 7 contains 69333 members 
Mstep: Class 8 contains 42948 members 
Mstep: Class 9 contains 6734 members 
Mstep: Class 10 contains 19978 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 40279 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 19172 members 
Mstep: Class 15 contains 14417 members 
Mstep: Class 16 contains 99728 members 
Mstep: Class 17 contains 11434 members 
Mstep: Class 18 contains 51499 members 
Mstep: Class 19 contains 10557 members 
Mstep: Class 20 contains 113548 members 
Mstep: Class 21 contains 15235 members 
Mstep: Class 22 contains 131090 members 
Mstep: Class 23 contains 29005 members 
Mstep: Class 24 contains 182906 members 
Mstep: Class 25 contains 16677 members 
Mstep: Class 26 contains 32612 members 
Mstep: Class 27 contains 28706 members 
Mstep: Class 28 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157109472.000000 Penalty: 99278.109375
Iteration 51Q: 29 clusters Score -1.571095e+08 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 295675 members 
Mstep: Class 2 contains 12634 members 
Mstep: Class 3 contains 313360 members 
Mstep: Class 4 contains 16020 members 
Mstep: Class 5 contains 13508 members 
Mstep: Class 6 contains 9009 members 
Mstep: Class 7 contains 69347 members 
Mstep: Class 8 contains 42958 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 19979 members 
Mstep: Class 11 contains 4441 members 
Mstep: Class 12 contains 41173 members 
Mstep: Class 13 contains 5169 members 
Mstep: Class 14 contains 19106 members 
Mstep: Class 15 contains 14393 members 
Mstep: Class 16 contains 99801 members 
Mstep: Class 17 contains 11532 members 
Mstep: Class 18 contains 51521 members 
Mstep: Class 19 contains 10667 members 
Mstep: Class 20 contains 113780 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 132087 members 
Mstep: Class 23 contains 29403 members 
Mstep: Class 24 contains 185363 members 
Mstep: Class 25 contains 16689 members 
Mstep: Class 26 contains 32606 members 
Mstep: Class 27 contains 28637 members 
Mstep: Class 28 contains 7586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157110176.000000 Penalty: 99278.109375
Iteration 52Q: 29 clusters Score -1.571102e+08 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 292510 members 
Mstep: Class 2 contains 12517 members 
Mstep: Class 3 contains 311313 members 
Mstep: Class 4 contains 16038 members 
Mstep: Class 5 contains 13774 members 
Mstep: Class 6 contains 9054 members 
Mstep: Class 7 contains 69354 members 
Mstep: Class 8 contains 42955 members 
Mstep: Class 9 contains 6563 members 
Mstep: Class 10 contains 19976 members 
Mstep: Class 11 contains 4441 members 
Mstep: Class 12 contains 42063 members 
Mstep: Class 13 contains 5195 members 
Mstep: Class 14 contains 19056 members 
Mstep: Class 15 contains 14373 members 
Mstep: Class 16 contains 99908 members 
Mstep: Class 17 contains 11608 members 
Mstep: Class 18 contains 51519 members 
Mstep: Class 19 contains 10759 members 
Mstep: Class 20 contains 113992 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 133010 members 
Mstep: Class 23 contains 29809 members 
Mstep: Class 24 contains 187743 members 
Mstep: Class 25 contains 16701 members 
Mstep: Class 26 contains 32633 members 
Mstep: Class 27 contains 28563 members 
Mstep: Class 28 contains 7612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157111248.000000 Penalty: 99278.109375
Iteration 53Q: 29 clusters Score -1.571112e+08 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 289296 members 
Mstep: Class 2 contains 12404 members 
Mstep: Class 3 contains 309615 members 
Mstep: Class 4 contains 16044 members 
Mstep: Class 5 contains 14026 members 
Mstep: Class 6 contains 9101 members 
Mstep: Class 7 contains 69404 members 
Mstep: Class 8 contains 42945 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 19976 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 43007 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 18999 members 
Mstep: Class 15 contains 14340 members 
Mstep: Class 16 contains 100055 members 
Mstep: Class 17 contains 11702 members 
Mstep: Class 18 contains 51485 members 
Mstep: Class 19 contains 10828 members 
Mstep: Class 20 contains 114131 members 
Mstep: Class 21 contains 15433 members 
Mstep: Class 22 contains 133876 members 
Mstep: Class 23 contains 30213 members 
Mstep: Class 24 contains 189902 members 
Mstep: Class 25 contains 16721 members 
Mstep: Class 26 contains 32662 members 
Mstep: Class 27 contains 28495 members 
Mstep: Class 28 contains 7642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157112976.000000 Penalty: 99278.109375
Iteration 54Q: 29 clusters Score -1.57113e+08 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 286044 members 
Mstep: Class 2 contains 12256 members 
Mstep: Class 3 contains 308208 members 
Mstep: Class 4 contains 16051 members 
Mstep: Class 5 contains 14273 members 
Mstep: Class 6 contains 9139 members 
Mstep: Class 7 contains 69445 members 
Mstep: Class 8 contains 42937 members 
Mstep: Class 9 contains 6325 members 
Mstep: Class 10 contains 19952 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 43999 members 
Mstep: Class 13 contains 5245 members 
Mstep: Class 14 contains 18956 members 
Mstep: Class 15 contains 14324 members 
Mstep: Class 16 contains 100223 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 51437 members 
Mstep: Class 19 contains 10903 members 
Mstep: Class 20 contains 114265 members 
Mstep: Class 21 contains 15476 members 
Mstep: Class 22 contains 134663 members 
Mstep: Class 23 contains 30622 members 
Mstep: Class 24 contains 191964 members 
Mstep: Class 25 contains 16733 members 
Mstep: Class 26 contains 32665 members 
Mstep: Class 27 contains 28419 members 
Mstep: Class 28 contains 7652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157112928.000000 Penalty: 99278.109375
Iteration 55Q: 29 clusters Score -1.571129e+08 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 282827 members 
Mstep: Class 2 contains 12082 members 
Mstep: Class 3 contains 306941 members 
Mstep: Class 4 contains 16052 members 
Mstep: Class 5 contains 14489 members 
Mstep: Class 6 contains 9165 members 
Mstep: Class 7 contains 69467 members 
Mstep: Class 8 contains 42958 members 
Mstep: Class 9 contains 6221 members 
Mstep: Class 10 contains 19898 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 44954 members 
Mstep: Class 13 contains 5261 members 
Mstep: Class 14 contains 18887 members 
Mstep: Class 15 contains 14310 members 
Mstep: Class 16 contains 100355 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 51402 members 
Mstep: Class 19 contains 10983 members 
Mstep: Class 20 contains 114382 members 
Mstep: Class 21 contains 15520 members 
Mstep: Class 22 contains 135406 members 
Mstep: Class 23 contains 31138 members 
Mstep: Class 24 contains 193972 members 
Mstep: Class 25 contains 16742 members 
Mstep: Class 26 contains 32666 members 
Mstep: Class 27 contains 28344 members 
Mstep: Class 28 contains 7667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157113920.000000 Penalty: 99278.109375
Iteration 56Q: 29 clusters Score -1.571139e+08 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 279648 members 
Mstep: Class 2 contains 11883 members 
Mstep: Class 3 contains 305826 members 
Mstep: Class 4 contains 16028 members 
Mstep: Class 5 contains 14672 members 
Mstep: Class 6 contains 9194 members 
Mstep: Class 7 contains 69492 members 
Mstep: Class 8 contains 42963 members 
Mstep: Class 9 contains 6133 members 
Mstep: Class 10 contains 19864 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 45998 members 
Mstep: Class 13 contains 5282 members 
Mstep: Class 14 contains 18820 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 100431 members 
Mstep: Class 17 contains 11979 members 
Mstep: Class 18 contains 51362 members 
Mstep: Class 19 contains 11069 members 
Mstep: Class 20 contains 114449 members 
Mstep: Class 21 contains 15543 members 
Mstep: Class 22 contains 136098 members 
Mstep: Class 23 contains 31700 members 
Mstep: Class 24 contains 195879 members 
Mstep: Class 25 contains 16771 members 
Mstep: Class 26 contains 32662 members 
Mstep: Class 27 contains 28268 members 
Mstep: Class 28 contains 7681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157114608.000000 Penalty: 99278.109375
Iteration 57Q: 29 clusters Score -1.571146e+08 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 276371 members 
Mstep: Class 2 contains 11706 members 
Mstep: Class 3 contains 304866 members 
Mstep: Class 4 contains 16028 members 
Mstep: Class 5 contains 14837 members 
Mstep: Class 6 contains 9224 members 
Mstep: Class 7 contains 69553 members 
Mstep: Class 8 contains 42974 members 
Mstep: Class 9 contains 6056 members 
Mstep: Class 10 contains 19819 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 47036 members 
Mstep: Class 13 contains 5300 members 
Mstep: Class 14 contains 18769 members 
Mstep: Class 15 contains 14274 members 
Mstep: Class 16 contains 100539 members 
Mstep: Class 17 contains 12053 members 
Mstep: Class 18 contains 51299 members 
Mstep: Class 19 contains 11147 members 
Mstep: Class 20 contains 114513 members 
Mstep: Class 21 contains 15545 members 
Mstep: Class 22 contains 136782 members 
Mstep: Class 23 contains 32238 members 
Mstep: Class 24 contains 197712 members 
Mstep: Class 25 contains 16781 members 
Mstep: Class 26 contains 32672 members 
Mstep: Class 27 contains 28194 members 
Mstep: Class 28 contains 7694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157115376.000000 Penalty: 99278.109375
Iteration 58Q: 29 clusters Score -1.571154e+08 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 273082 members 
Mstep: Class 2 contains 11536 members 
Mstep: Class 3 contains 304023 members 
Mstep: Class 4 contains 16016 members 
Mstep: Class 5 contains 15006 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 69586 members 
Mstep: Class 8 contains 42972 members 
Mstep: Class 9 contains 5985 members 
Mstep: Class 10 contains 19779 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 48079 members 
Mstep: Class 13 contains 5318 members 
Mstep: Class 14 contains 18711 members 
Mstep: Class 15 contains 14268 members 
Mstep: Class 16 contains 100648 members 
Mstep: Class 17 contains 12130 members 
Mstep: Class 18 contains 51239 members 
Mstep: Class 19 contains 11216 members 
Mstep: Class 20 contains 114572 members 
Mstep: Class 21 contains 15561 members 
Mstep: Class 22 contains 137430 members 
Mstep: Class 23 contains 32739 members 
Mstep: Class 24 contains 199546 members 
Mstep: Class 25 contains 16779 members 
Mstep: Class 26 contains 32681 members 
Mstep: Class 27 contains 28128 members 
Mstep: Class 28 contains 7710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157116048.000000 Penalty: 99278.109375
Iteration 59Q: 29 clusters Score -1.57116e+08 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 269933 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 303230 members 
Mstep: Class 4 contains 16009 members 
Mstep: Class 5 contains 15140 members 
Mstep: Class 6 contains 9264 members 
Mstep: Class 7 contains 69625 members 
Mstep: Class 8 contains 42963 members 
Mstep: Class 9 contains 5907 members 
Mstep: Class 10 contains 19756 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 49104 members 
Mstep: Class 13 contains 5335 members 
Mstep: Class 14 contains 18649 members 
Mstep: Class 15 contains 14273 members 
Mstep: Class 16 contains 100754 members 
Mstep: Class 17 contains 12204 members 
Mstep: Class 18 contains 51197 members 
Mstep: Class 19 contains 11271 members 
Mstep: Class 20 contains 114618 members 
Mstep: Class 21 contains 15565 members 
Mstep: Class 22 contains 138069 members 
Mstep: Class 23 contains 33218 members 
Mstep: Class 24 contains 201243 members 
Mstep: Class 25 contains 16796 members 
Mstep: Class 26 contains 32695 members 
Mstep: Class 27 contains 28058 members 
Mstep: Class 28 contains 7728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157116512.000000 Penalty: 99278.109375
Iteration 60F: 29 clusters Score -1.571165e+08 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 266545 members 
Mstep: Class 2 contains 11238 members 
Mstep: Class 3 contains 302564 members 
Mstep: Class 4 contains 16009 members 
Mstep: Class 5 contains 15260 members 
Mstep: Class 6 contains 9280 members 
Mstep: Class 7 contains 69672 members 
Mstep: Class 8 contains 42963 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 19719 members 
Mstep: Class 11 contains 4411 members 
Mstep: Class 12 contains 50374 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 18595 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 100888 members 
Mstep: Class 17 contains 12270 members 
Mstep: Class 18 contains 51132 members 
Mstep: Class 19 contains 11310 members 
Mstep: Class 20 contains 114637 members 
Mstep: Class 21 contains 15584 members 
Mstep: Class 22 contains 138684 members 
Mstep: Class 23 contains 33699 members 
Mstep: Class 24 contains 202891 members 
Mstep: Class 25 contains 16790 members 
Mstep: Class 26 contains 32706 members 
Mstep: Class 27 contains 28013 members 
Mstep: Class 28 contains 7741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157117056.000000 Penalty: 99278.109375
Iteration 61Q: 29 clusters Score -1.571171e+08 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 263156 members 
Mstep: Class 2 contains 11042 members 
Mstep: Class 3 contains 301962 members 
Mstep: Class 4 contains 16030 members 
Mstep: Class 5 contains 15355 members 
Mstep: Class 6 contains 9294 members 
Mstep: Class 7 contains 69708 members 
Mstep: Class 8 contains 42962 members 
Mstep: Class 9 contains 5702 members 
Mstep: Class 10 contains 19688 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 51705 members 
Mstep: Class 13 contains 5362 members 
Mstep: Class 14 contains 18548 members 
Mstep: Class 15 contains 14307 members 
Mstep: Class 16 contains 101009 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 51065 members 
Mstep: Class 19 contains 11340 members 
Mstep: Class 20 contains 114700 members 
Mstep: Class 21 contains 15592 members 
Mstep: Class 22 contains 139270 members 
Mstep: Class 23 contains 34185 members 
Mstep: Class 24 contains 204431 members 
Mstep: Class 25 contains 16792 members 
Mstep: Class 26 contains 32725 members 
Mstep: Class 27 contains 27982 members 
Mstep: Class 28 contains 7761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157118016.000000 Penalty: 99278.109375
Iteration 62Q: 29 clusters Score -1.57118e+08 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 259851 members 
Mstep: Class 2 contains 10829 members 
Mstep: Class 3 contains 301325 members 
Mstep: Class 4 contains 16029 members 
Mstep: Class 5 contains 15438 members 
Mstep: Class 6 contains 9308 members 
Mstep: Class 7 contains 69768 members 
Mstep: Class 8 contains 42969 members 
Mstep: Class 9 contains 5640 members 
Mstep: Class 10 contains 19658 members 
Mstep: Class 11 contains 4392 members 
Mstep: Class 12 contains 53063 members 
Mstep: Class 13 contains 5376 members 
Mstep: Class 14 contains 18507 members 
Mstep: Class 15 contains 14327 members 
Mstep: Class 16 contains 101099 members 
Mstep: Class 17 contains 12397 members 
Mstep: Class 18 contains 51017 members 
Mstep: Class 19 contains 11351 members 
Mstep: Class 20 contains 114731 members 
Mstep: Class 21 contains 15586 members 
Mstep: Class 22 contains 139898 members 
Mstep: Class 23 contains 34683 members 
Mstep: Class 24 contains 205881 members 
Mstep: Class 25 contains 16793 members 
Mstep: Class 26 contains 32754 members 
Mstep: Class 27 contains 27954 members 
Mstep: Class 28 contains 7780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157118512.000000 Penalty: 99278.109375
Iteration 63Q: 29 clusters Score -1.571185e+08 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 256614 members 
Mstep: Class 2 contains 10661 members 
Mstep: Class 3 contains 300708 members 
Mstep: Class 4 contains 16044 members 
Mstep: Class 5 contains 15503 members 
Mstep: Class 6 contains 9330 members 
Mstep: Class 7 contains 69814 members 
Mstep: Class 8 contains 42973 members 
Mstep: Class 9 contains 5562 members 
Mstep: Class 10 contains 19636 members 
Mstep: Class 11 contains 4387 members 
Mstep: Class 12 contains 54419 members 
Mstep: Class 13 contains 5392 members 
Mstep: Class 14 contains 18476 members 
Mstep: Class 15 contains 14356 members 
Mstep: Class 16 contains 101198 members 
Mstep: Class 17 contains 12453 members 
Mstep: Class 18 contains 50958 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 114760 members 
Mstep: Class 21 contains 15575 members 
Mstep: Class 22 contains 140506 members 
Mstep: Class 23 contains 35166 members 
Mstep: Class 24 contains 207261 members 
Mstep: Class 25 contains 16804 members 
Mstep: Class 26 contains 32769 members 
Mstep: Class 27 contains 27915 members 
Mstep: Class 28 contains 7790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157119232.000000 Penalty: 99278.109375
Iteration 64Q: 29 clusters Score -1.571192e+08 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 253457 members 
Mstep: Class 2 contains 10488 members 
Mstep: Class 3 contains 300146 members 
Mstep: Class 4 contains 16052 members 
Mstep: Class 5 contains 15567 members 
Mstep: Class 6 contains 9344 members 
Mstep: Class 7 contains 69845 members 
Mstep: Class 8 contains 42966 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 19606 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 55770 members 
Mstep: Class 13 contains 5400 members 
Mstep: Class 14 contains 18433 members 
Mstep: Class 15 contains 14382 members 
Mstep: Class 16 contains 101282 members 
Mstep: Class 17 contains 12506 members 
Mstep: Class 18 contains 50931 members 
Mstep: Class 19 contains 11399 members 
Mstep: Class 20 contains 114788 members 
Mstep: Class 21 contains 15576 members 
Mstep: Class 22 contains 141045 members 
Mstep: Class 23 contains 35637 members 
Mstep: Class 24 contains 208622 members 
Mstep: Class 25 contains 16819 members 
Mstep: Class 26 contains 32798 members 
Mstep: Class 27 contains 27865 members 
Mstep: Class 28 contains 7797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157119424.000000 Penalty: 99278.109375
Iteration 65Q: 29 clusters Score -1.571194e+08 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 250385 members 
Mstep: Class 2 contains 10368 members 
Mstep: Class 3 contains 299604 members 
Mstep: Class 4 contains 16056 members 
Mstep: Class 5 contains 15606 members 
Mstep: Class 6 contains 9356 members 
Mstep: Class 7 contains 69870 members 
Mstep: Class 8 contains 42944 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 19580 members 
Mstep: Class 11 contains 4379 members 
Mstep: Class 12 contains 57161 members 
Mstep: Class 13 contains 5407 members 
Mstep: Class 14 contains 18394 members 
Mstep: Class 15 contains 14424 members 
Mstep: Class 16 contains 101372 members 
Mstep: Class 17 contains 12543 members 
Mstep: Class 18 contains 50907 members 
Mstep: Class 19 contains 11410 members 
Mstep: Class 20 contains 114774 members 
Mstep: Class 21 contains 15570 members 
Mstep: Class 22 contains 141590 members 
Mstep: Class 23 contains 36064 members 
Mstep: Class 24 contains 209917 members 
Mstep: Class 25 contains 16830 members 
Mstep: Class 26 contains 32832 members 
Mstep: Class 27 contains 27814 members 
Mstep: Class 28 contains 7805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157120112.000000 Penalty: 99278.109375
Iteration 66Q: 29 clusters Score -1.571201e+08 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 247300 members 
Mstep: Class 2 contains 10234 members 
Mstep: Class 3 contains 299065 members 
Mstep: Class 4 contains 16060 members 
Mstep: Class 5 contains 15627 members 
Mstep: Class 6 contains 9364 members 
Mstep: Class 7 contains 69920 members 
Mstep: Class 8 contains 42916 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 19558 members 
Mstep: Class 11 contains 4376 members 
Mstep: Class 12 contains 58563 members 
Mstep: Class 13 contains 5416 members 
Mstep: Class 14 contains 18361 members 
Mstep: Class 15 contains 14469 members 
Mstep: Class 16 contains 101458 members 
Mstep: Class 17 contains 12582 members 
Mstep: Class 18 contains 50891 members 
Mstep: Class 19 contains 11431 members 
Mstep: Class 20 contains 114749 members 
Mstep: Class 21 contains 15562 members 
Mstep: Class 22 contains 142104 members 
Mstep: Class 23 contains 36526 members 
Mstep: Class 24 contains 211185 members 
Mstep: Class 25 contains 16835 members 
Mstep: Class 26 contains 32852 members 
Mstep: Class 27 contains 27771 members 
Mstep: Class 28 contains 7811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157121280.000000 Penalty: 99278.109375
Iteration 67Q: 29 clusters Score -1.571213e+08 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 244310 members 
Mstep: Class 2 contains 10122 members 
Mstep: Class 3 contains 298638 members 
Mstep: Class 4 contains 16060 members 
Mstep: Class 5 contains 15633 members 
Mstep: Class 6 contains 9374 members 
Mstep: Class 7 contains 69942 members 
Mstep: Class 8 contains 42910 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 19545 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 60012 members 
Mstep: Class 13 contains 5427 members 
Mstep: Class 14 contains 18322 members 
Mstep: Class 15 contains 14515 members 
Mstep: Class 16 contains 101491 members 
Mstep: Class 17 contains 12609 members 
Mstep: Class 18 contains 50876 members 
Mstep: Class 19 contains 11451 members 
Mstep: Class 20 contains 114662 members 
Mstep: Class 21 contains 15555 members 
Mstep: Class 22 contains 142624 members 
Mstep: Class 23 contains 36904 members 
Mstep: Class 24 contains 212380 members 
Mstep: Class 25 contains 16835 members 
Mstep: Class 26 contains 32873 members 
Mstep: Class 27 contains 27744 members 
Mstep: Class 28 contains 7817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157122736.000000 Penalty: 99278.109375
Iteration 68Q: 29 clusters Score -1.571227e+08 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 241359 members 
Mstep: Class 2 contains 10034 members 
Mstep: Class 3 contains 298230 members 
Mstep: Class 4 contains 16072 members 
Mstep: Class 5 contains 15629 members 
Mstep: Class 6 contains 9379 members 
Mstep: Class 7 contains 69969 members 
Mstep: Class 8 contains 42900 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 19524 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 12 contains 61402 members 
Mstep: Class 13 contains 5435 members 
Mstep: Class 14 contains 18289 members 
Mstep: Class 15 contains 14540 members 
Mstep: Class 16 contains 101533 members 
Mstep: Class 17 contains 12648 members 
Mstep: Class 18 contains 50847 members 
Mstep: Class 19 contains 11473 members 
Mstep: Class 20 contains 114580 members 
Mstep: Class 21 contains 15541 members 
Mstep: Class 22 contains 143175 members 
Mstep: Class 23 contains 37290 members 
Mstep: Class 24 contains 213556 members 
Mstep: Class 25 contains 16836 members 
Mstep: Class 26 contains 32882 members 
Mstep: Class 27 contains 27708 members 
Mstep: Class 28 contains 7809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157123232.000000 Penalty: 99278.109375
Iteration 69Q: 29 clusters Score -1.571232e+08 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 238514 members 
Mstep: Class 2 contains 9966 members 
Mstep: Class 3 contains 297839 members 
Mstep: Class 4 contains 16076 members 
Mstep: Class 5 contains 15638 members 
Mstep: Class 6 contains 9383 members 
Mstep: Class 7 contains 70003 members 
Mstep: Class 8 contains 42890 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 10 contains 19498 members 
Mstep: Class 11 contains 4368 members 
Mstep: Class 12 contains 62869 members 
Mstep: Class 13 contains 5443 members 
Mstep: Class 14 contains 18260 members 
Mstep: Class 15 contains 14558 members 
Mstep: Class 16 contains 101529 members 
Mstep: Class 17 contains 12672 members 
Mstep: Class 18 contains 50850 members 
Mstep: Class 19 contains 11501 members 
Mstep: Class 20 contains 114507 members 
Mstep: Class 21 contains 15529 members 
Mstep: Class 22 contains 143701 members 
Mstep: Class 23 contains 37565 members 
Mstep: Class 24 contains 214653 members 
Mstep: Class 25 contains 16835 members 
Mstep: Class 26 contains 32909 members 
Mstep: Class 27 contains 27657 members 
Mstep: Class 28 contains 7805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157123392.000000 Penalty: 99278.109375
Iteration 70Q: 29 clusters Score -1.571234e+08 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 235707 members 
Mstep: Class 2 contains 9887 members 
Mstep: Class 3 contains 297504 members 
Mstep: Class 4 contains 16082 members 
Mstep: Class 5 contains 15650 members 
Mstep: Class 6 contains 9383 members 
Mstep: Class 7 contains 70012 members 
Mstep: Class 8 contains 42891 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 10 contains 19475 members 
Mstep: Class 11 contains 4368 members 
Mstep: Class 12 contains 64281 members 
Mstep: Class 13 contains 5451 members 
Mstep: Class 14 contains 18238 members 
Mstep: Class 15 contains 14571 members 
Mstep: Class 16 contains 101518 members 
Mstep: Class 17 contains 12696 members 
Mstep: Class 18 contains 50852 members 
Mstep: Class 19 contains 11519 members 
Mstep: Class 20 contains 114443 members 
Mstep: Class 21 contains 15521 members 
Mstep: Class 22 contains 144234 members 
Mstep: Class 23 contains 37797 members 
Mstep: Class 24 contains 215740 members 
Mstep: Class 25 contains 16840 members 
Mstep: Class 26 contains 32930 members 
Mstep: Class 27 contains 27632 members 
Mstep: Class 28 contains 7807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157123600.000000 Penalty: 99278.109375
Iteration 71Q: 29 clusters Score -1.571236e+08 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 232864 members 
Mstep: Class 2 contains 9830 members 
Mstep: Class 3 contains 297209 members 
Mstep: Class 4 contains 16097 members 
Mstep: Class 5 contains 15668 members 
Mstep: Class 6 contains 9388 members 
Mstep: Class 7 contains 70009 members 
Mstep: Class 8 contains 42883 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 19449 members 
Mstep: Class 11 contains 4368 members 
Mstep: Class 12 contains 65761 members 
Mstep: Class 13 contains 5454 members 
Mstep: Class 14 contains 18215 members 
Mstep: Class 15 contains 14579 members 
Mstep: Class 16 contains 101515 members 
Mstep: Class 17 contains 12719 members 
Mstep: Class 18 contains 50833 members 
Mstep: Class 19 contains 11537 members 
Mstep: Class 20 contains 114381 members 
Mstep: Class 21 contains 15506 members 
Mstep: Class 22 contains 144745 members 
Mstep: Class 23 contains 38039 members 
Mstep: Class 24 contains 216792 members 
Mstep: Class 25 contains 16840 members 
Mstep: Class 26 contains 32940 members 
Mstep: Class 27 contains 27607 members 
Mstep: Class 28 contains 7809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157124016.000000 Penalty: 99278.109375
Iteration 72Q: 29 clusters Score -1.57124e+08 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 230151 members 
Mstep: Class 2 contains 9788 members 
Mstep: Class 3 contains 296956 members 
Mstep: Class 4 contains 16100 members 
Mstep: Class 5 contains 15699 members 
Mstep: Class 6 contains 9385 members 
Mstep: Class 7 contains 70007 members 
Mstep: Class 8 contains 42861 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 19434 members 
Mstep: Class 11 contains 4368 members 
Mstep: Class 12 contains 67231 members 
Mstep: Class 13 contains 5459 members 
Mstep: Class 14 contains 18190 members 
Mstep: Class 15 contains 14585 members 
Mstep: Class 16 contains 101522 members 
Mstep: Class 17 contains 12736 members 
Mstep: Class 18 contains 50814 members 
Mstep: Class 19 contains 11550 members 
Mstep: Class 20 contains 114314 members 
Mstep: Class 21 contains 15493 members 
Mstep: Class 22 contains 145190 members 
Mstep: Class 23 contains 38214 members 
Mstep: Class 24 contains 217786 members 
Mstep: Class 25 contains 16838 members 
Mstep: Class 26 contains 32965 members 
Mstep: Class 27 contains 27594 members 
Mstep: Class 28 contains 7810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157124400.000000 Penalty: 99278.109375
Iteration 73Q: 29 clusters Score -1.571244e+08 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 227455 members 
Mstep: Class 2 contains 9758 members 
Mstep: Class 3 contains 296760 members 
Mstep: Class 4 contains 16100 members 
Mstep: Class 5 contains 15718 members 
Mstep: Class 6 contains 9388 members 
Mstep: Class 7 contains 70009 members 
Mstep: Class 8 contains 42850 members 
Mstep: Class 9 contains 5360 members 
Mstep: Class 10 contains 19407 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 12 contains 68692 members 
Mstep: Class 13 contains 5465 members 
Mstep: Class 14 contains 18159 members 
Mstep: Class 15 contains 14601 members 
Mstep: Class 16 contains 101535 members 
Mstep: Class 17 contains 12752 members 
Mstep: Class 18 contains 50796 members 
Mstep: Class 19 contains 11546 members 
Mstep: Class 20 contains 114244 members 
Mstep: Class 21 contains 15495 members 
Mstep: Class 22 contains 145604 members 
Mstep: Class 23 contains 38369 members 
Mstep: Class 24 contains 218756 members 
Mstep: Class 25 contains 16836 members 
Mstep: Class 26 contains 32995 members 
Mstep: Class 27 contains 27568 members 
Mstep: Class 28 contains 7816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157125168.000000 Penalty: 99278.109375
Iteration 74Q: 29 clusters Score -1.571252e+08 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 224740 members 
Mstep: Class 2 contains 9729 members 
Mstep: Class 3 contains 296613 members 
Mstep: Class 4 contains 16100 members 
Mstep: Class 5 contains 15730 members 
Mstep: Class 6 contains 9390 members 
Mstep: Class 7 contains 70010 members 
Mstep: Class 8 contains 42833 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 19386 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 12 contains 70119 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 18136 members 
Mstep: Class 15 contains 14621 members 
Mstep: Class 16 contains 101556 members 
Mstep: Class 17 contains 12772 members 
Mstep: Class 18 contains 50790 members 
Mstep: Class 19 contains 11561 members 
Mstep: Class 20 contains 114155 members 
Mstep: Class 21 contains 15484 members 
Mstep: Class 22 contains 146013 members 
Mstep: Class 23 contains 38488 members 
Mstep: Class 24 contains 219756 members 
Mstep: Class 25 contains 16835 members 
Mstep: Class 26 contains 33019 members 
Mstep: Class 27 contains 27549 members 
Mstep: Class 28 contains 7820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157125872.000000 Penalty: 99278.109375
Iteration 75Q: 29 clusters Score -1.571259e+08 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 222145 members 
Mstep: Class 2 contains 9697 members 
Mstep: Class 3 contains 296501 members 
Mstep: Class 4 contains 16102 members 
Mstep: Class 5 contains 15730 members 
Mstep: Class 6 contains 9394 members 
Mstep: Class 7 contains 69993 members 
Mstep: Class 8 contains 42824 members 
Mstep: Class 9 contains 5358 members 
Mstep: Class 10 contains 19356 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 71521 members 
Mstep: Class 13 contains 5473 members 
Mstep: Class 14 contains 18124 members 
Mstep: Class 15 contains 14629 members 
Mstep: Class 16 contains 101500 members 
Mstep: Class 17 contains 12797 members 
Mstep: Class 18 contains 50793 members 
Mstep: Class 19 contains 11573 members 
Mstep: Class 20 contains 114041 members 
Mstep: Class 21 contains 15492 members 
Mstep: Class 22 contains 146439 members 
Mstep: Class 23 contains 38592 members 
Mstep: Class 24 contains 220727 members 
Mstep: Class 25 contains 16833 members 
Mstep: Class 26 contains 33041 members 
Mstep: Class 27 contains 27533 members 
Mstep: Class 28 contains 7824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157126640.000000 Penalty: 99278.109375
Iteration 76Q: 29 clusters Score -1.571266e+08 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 219748 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 296377 members 
Mstep: Class 4 contains 16102 members 
Mstep: Class 5 contains 15737 members 
Mstep: Class 6 contains 9395 members 
Mstep: Class 7 contains 69995 members 
Mstep: Class 8 contains 42819 members 
Mstep: Class 9 contains 5357 members 
Mstep: Class 10 contains 19334 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 72901 members 
Mstep: Class 13 contains 5471 members 
Mstep: Class 14 contains 18117 members 
Mstep: Class 15 contains 14635 members 
Mstep: Class 16 contains 101395 members 
Mstep: Class 17 contains 12817 members 
Mstep: Class 18 contains 50797 members 
Mstep: Class 19 contains 11580 members 
Mstep: Class 20 contains 113857 members 
Mstep: Class 21 contains 15501 members 
Mstep: Class 22 contains 146836 members 
Mstep: Class 23 contains 38653 members 
Mstep: Class 24 contains 221683 members 
Mstep: Class 25 contains 16835 members 
Mstep: Class 26 contains 33062 members 
Mstep: Class 27 contains 27526 members 
Mstep: Class 28 contains 7830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157126848.000000 Penalty: 99278.109375
Iteration 77Q: 29 clusters Score -1.571268e+08 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 217419 members 
Mstep: Class 2 contains 9666 members 
Mstep: Class 3 contains 296270 members 
Mstep: Class 4 contains 16101 members 
Mstep: Class 5 contains 15745 members 
Mstep: Class 6 contains 9396 members 
Mstep: Class 7 contains 69986 members 
Mstep: Class 8 contains 42807 members 
Mstep: Class 9 contains 5354 members 
Mstep: Class 10 contains 19313 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 74244 members 
Mstep: Class 13 contains 5470 members 
Mstep: Class 14 contains 18105 members 
Mstep: Class 15 contains 14647 members 
Mstep: Class 16 contains 101278 members 
Mstep: Class 17 contains 12834 members 
Mstep: Class 18 contains 50816 members 
Mstep: Class 19 contains 11586 members 
Mstep: Class 20 contains 113713 members 
Mstep: Class 21 contains 15503 members 
Mstep: Class 22 contains 147244 members 
Mstep: Class 23 contains 38718 members 
Mstep: Class 24 contains 222548 members 
Mstep: Class 25 contains 16835 members 
Mstep: Class 26 contains 33071 members 
Mstep: Class 27 contains 27529 members 
Mstep: Class 28 contains 7834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157127024.000000 Penalty: 99278.109375
Iteration 78Q: 29 clusters Score -1.57127e+08 nChanged 4024
Entering ConstructFrom: 
Score: -157127024.000000 Penalty: 99278.109375
Entering ConstructFrom: 
Trying to split cluster 1 (215160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215160 members 
Entering Unmasked Estep 
Score: -21588836.000000 Penalty: 3045.226074
	Iteration 0F: 2 clusters Score -2.158884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107422 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -21445644.000000 Penalty: 6090.452148
	Iteration 0F: 3 clusters Score -2.144564e+07 nChanged 103520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105488 members 
Mstep: Class 2 contains 109672 members 
Entering Unmasked Estep 
Score: -21505944.000000 Penalty: 6090.452148
	Iteration 1F: 3 clusters Score -2.150594e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103994 members 
Mstep: Class 2 contains 111166 members 
Entering Unmasked Estep 
Score: -21506946.000000 Penalty: 6090.452148
	Iteration 2Q: 3 clusters Score -2.150695e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101763 members 
Mstep: Class 2 contains 113397 members 
Entering Unmasked Estep 
Score: -21507968.000000 Penalty: 6090.452148
	Iteration 3Q: 3 clusters Score -2.150797e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98308 members 
Mstep: Class 2 contains 116852 members 
Entering Unmasked Estep 
Score: -21509352.000000 Penalty: 6090.452148
	Iteration 4Q: 3 clusters Score -2.150935e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93009 members 
Mstep: Class 2 contains 122151 members 
Entering Unmasked Estep 
Score: -21511502.000000 Penalty: 6090.452148
	Iteration 5Q: 3 clusters Score -2.15115e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85007 members 
Mstep: Class 2 contains 130153 members 
Entering Unmasked Estep 
Score: -21515216.000000 Penalty: 6090.452148
	Iteration 6Q: 3 clusters Score -2.151522e+07 nChanged 11848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 141645 members 
Entering Unmasked Estep 
Score: -21521572.000000 Penalty: 6090.452148
	Iteration 7F: 3 clusters Score -2.152157e+07 nChanged 15785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 157352 members 
Entering Unmasked Estep 
Score: -21532566.000000 Penalty: 6090.452148
	Iteration 8F: 3 clusters Score -2.153257e+07 nChanged 18828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 176168 members 
Entering Unmasked Estep 
Score: -21548860.000000 Penalty: 6090.452148
	Iteration 9F: 3 clusters Score -2.154886e+07 nChanged 18207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 194375 members 
Entering Unmasked Estep 
Score: -21566000.000000 Penalty: 6090.452148
	Iteration 10F: 3 clusters Score -2.1566e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 206831 members 
Entering Unmasked Estep 
Score: -21578132.000000 Penalty: 6090.452148
	Iteration 11F: 3 clusters Score -2.157813e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 212558 members 
Entering Unmasked Estep 
Score: -21583520.000000 Penalty: 6090.452148
	Iteration 12Q: 3 clusters Score -2.158352e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 214394 members 
Entering Unmasked Estep 
Score: -21585288.000000 Penalty: 6090.452148
	Iteration 13Q: 3 clusters Score -2.158529e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 214806 members 
Entering Unmasked Estep 
Score: -21585742.000000 Penalty: 6090.452148
	Iteration 14Q: 3 clusters Score -2.158574e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 214906 members 
Entering Unmasked Estep 
Score: -21585934.000000 Penalty: 6090.452148
	Iteration 15Q: 3 clusters Score -2.158593e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 214941 members 
Entering Unmasked Estep 
Score: -21586000.000000 Penalty: 6090.452148
	Iteration 16Q: 3 clusters Score -2.1586e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 214946 members 
Entering Unmasked Estep 
Score: -21586026.000000 Penalty: 6090.452148
	Iteration 17Q: 3 clusters Score -2.158603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 214952 members 
Entering Unmasked Estep 
Score: -21586062.000000 Penalty: 6090.452148
	Iteration 18Q: 3 clusters Score -2.158606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 214957 members 
Entering Unmasked Estep 
Score: -21586058.000000 Penalty: 6090.452148
	Iteration 19Q: 3 clusters Score -2.158606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 214960 members 
Entering Unmasked Estep 
Score: -21586066.000000 Penalty: 6090.452148
	Iteration 20F: 3 clusters Score -2.158607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 214964 members 
Entering Unmasked Estep 
Score: -21586076.000000 Penalty: 6090.452148
	Iteration 21Q: 3 clusters Score -2.158608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 214965 members 
Entering Unmasked Estep 
Score: -21586080.000000 Penalty: 6090.452148
	Iteration 22Q: 3 clusters Score -2.158608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214966 members 
Entering Unmasked Estep 
Score: -21586084.000000 Penalty: 6090.452148
	Iteration 23Q: 3 clusters Score -2.158608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 214968 members 
Entering Unmasked Estep 
Score: -21586098.000000 Penalty: 6090.452148
	Iteration 24Q: 3 clusters Score -2.15861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 214968 members 
Entering Unmasked Estep 
Score: -21586090.000000 Penalty: 6090.452148
	Iteration 25Q: 3 clusters Score -2.158609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 214969 members 
Entering Unmasked Estep 
Score: -21586100.000000 Penalty: 6090.452148
	Iteration 26Q: 3 clusters Score -2.15861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 214970 members 
Entering Unmasked Estep 
Score: -21586094.000000 Penalty: 6090.452148
	Iteration 27Q: 3 clusters Score -2.158609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 214970 members 
Entering Unmasked Estep 
Score: -21586094.000000 Penalty: 6090.452148
	Iteration 28F: 3 clusters Score -2.158609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Entering Unmasked Estep 
Score: -810575.687500 Penalty: 2275.560059
	Iteration 0F: 2 clusters Score -810575.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -803166.937500 Penalty: 4551.120117
	Iteration 0F: 3 clusters Score -803166.9 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -805953.875000 Penalty: 4551.120117
	Iteration 1F: 3 clusters Score -805953.9 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -806902.750000 Penalty: 4551.120117
	Iteration 2F: 3 clusters Score -806902.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -807668.687500 Penalty: 4551.120117
	Iteration 3F: 3 clusters Score -807668.7 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -808297.125000 Penalty: 4551.120117
	Iteration 4F: 3 clusters Score -808297.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -808737.687500 Penalty: 4551.120117
	Iteration 5F: 3 clusters Score -808737.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -809051.375000 Penalty: 4551.120117
	Iteration 6F: 3 clusters Score -809051.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -809332.500000 Penalty: 4551.120117
	Iteration 7Q: 3 clusters Score -809332.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -809603.250000 Penalty: 4551.120117
	Iteration 8Q: 3 clusters Score -809603.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -809851.812500 Penalty: 4551.120117
	Iteration 9Q: 3 clusters Score -809851.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -810035.000000 Penalty: 4551.120117
	Iteration 10Q: 3 clusters Score -810035 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -810180.875000 Penalty: 4551.120117
	Iteration 11Q: 3 clusters Score -810180.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -810337.250000 Penalty: 4551.120117
	Iteration 12Q: 3 clusters Score -810337.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -810520.875000 Penalty: 4551.120117
	Iteration 13Q: 3 clusters Score -810520.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -810699.125000 Penalty: 4551.120117
	Iteration 14Q: 3 clusters Score -810699.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -810827.375000 Penalty: 4551.120117
	Iteration 15Q: 3 clusters Score -810827.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -810914.812500 Penalty: 4551.120117
	Iteration 16Q: 3 clusters Score -810914.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -810969.000000 Penalty: 4551.120117
	Iteration 17Q: 3 clusters Score -810969 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -811039.250000 Penalty: 4551.120117
	Iteration 18Q: 3 clusters Score -811039.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -811146.375000 Penalty: 4551.120117
	Iteration 19Q: 3 clusters Score -811146.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -811306.625000 Penalty: 4551.120117
	Iteration 20F: 3 clusters Score -811306.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -811465.750000 Penalty: 4551.120117
	Iteration 21Q: 3 clusters Score -811465.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -811552.000000 Penalty: 4551.120117
	Iteration 22Q: 3 clusters Score -811552 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -811612.062500 Penalty: 4551.120117
	Iteration 23Q: 3 clusters Score -811612.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -811640.937500 Penalty: 4551.120117
	Iteration 24Q: 3 clusters Score -811640.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -811667.312500 Penalty: 4551.120117
	Iteration 25Q: 3 clusters Score -811667.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -811691.812500 Penalty: 4551.120117
	Iteration 26Q: 3 clusters Score -811691.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -811711.312500 Penalty: 4551.120117
	Iteration 27Q: 3 clusters Score -811711.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -811722.687500 Penalty: 4551.120117
	Iteration 28Q: 3 clusters Score -811722.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -811731.937500 Penalty: 4551.120117
	Iteration 29Q: 3 clusters Score -811731.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -811736.000000 Penalty: 4551.120117
	Iteration 30Q: 3 clusters Score -811736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -811738.312500 Penalty: 4551.120117
	Iteration 31Q: 3 clusters Score -811738.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -811736.750000 Penalty: 4551.120117
	Iteration 32Q: 3 clusters Score -811736.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -811739.062500 Penalty: 4551.120117
	Iteration 33Q: 3 clusters Score -811739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -811739.625000 Penalty: 4551.120117
	Iteration 34Q: 3 clusters Score -811739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -811738.875000 Penalty: 4551.120117
	Iteration 35Q: 3 clusters Score -811738.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -811738.437500 Penalty: 4551.120117
	Iteration 36Q: 3 clusters Score -811738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -811738.937500 Penalty: 4551.120117
	Iteration 37Q: 3 clusters Score -811738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -811740.250000 Penalty: 4551.120117
	Iteration 38Q: 3 clusters Score -811740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -811741.312500 Penalty: 4551.120117
	Iteration 39Q: 3 clusters Score -811741.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -811740.187500 Penalty: 4551.120117
	Iteration 40F: 3 clusters Score -811740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -811740.750000 Penalty: 4551.120117
	Iteration 41Q: 3 clusters Score -811740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -811740.750000 Penalty: 4551.120117
	Iteration 42F: 3 clusters Score -811740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 215160 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 296217 members 
Mstep: Class 4 contains 16100 members 
Mstep: Class 5 contains 15755 members 
Mstep: Class 6 contains 9397 members 
Mstep: Class 7 contains 69979 members 
Mstep: Class 8 contains 42810 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 19279 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 5472 members 
Mstep: Class 14 contains 18088 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 101151 members 
Mstep: Class 17 contains 12849 members 
Mstep: Class 18 contains 50827 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 113588 members 
Mstep: Class 21 contains 15506 members 
Mstep: Class 22 contains 147597 members 
Mstep: Class 23 contains 38782 members 
Mstep: Class 24 contains 223406 members 
Mstep: Class 25 contains 16838 members 
Mstep: Class 26 contains 33081 members 
Mstep: Class 27 contains 27529 members 
Mstep: Class 28 contains 7837 members 
Mstep: Class 29 contains 3647 members 
Entering Unmasked Estep 
Score: -157127232.000000 Penalty: 102823.757812
Splitting cluster 2 changes total score from -157127024.000000 to -157127232.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 3 (296217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296217 members 
Entering Unmasked Estep 
Score: -29625484.000000 Penalty: 3124.514160
	Iteration 0F: 2 clusters Score -2.962548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148238 members 
Mstep: Class 2 contains 147979 members 
Entering Unmasked Estep 
Score: -29437788.000000 Penalty: 6249.028320
	Iteration 0F: 3 clusters Score -2.943779e+07 nChanged 143500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151176 members 
Mstep: Class 2 contains 145041 members 
Entering Unmasked Estep 
Score: -29523400.000000 Penalty: 6249.028320
	Iteration 1F: 3 clusters Score -2.95234e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152870 members 
Mstep: Class 2 contains 143347 members 
Entering Unmasked Estep 
Score: -29524878.000000 Penalty: 6249.028320
	Iteration 2Q: 3 clusters Score -2.952488e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155363 members 
Mstep: Class 2 contains 140854 members 
Entering Unmasked Estep 
Score: -29527224.000000 Penalty: 6249.028320
	Iteration 3Q: 3 clusters Score -2.952722e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158997 members 
Mstep: Class 2 contains 137220 members 
Entering Unmasked Estep 
Score: -29530046.000000 Penalty: 6249.028320
	Iteration 4Q: 3 clusters Score -2.953005e+07 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164378 members 
Mstep: Class 2 contains 131839 members 
Entering Unmasked Estep 
Score: -29534280.000000 Penalty: 6249.028320
	Iteration 5Q: 3 clusters Score -2.953428e+07 nChanged 13087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171621 members 
Mstep: Class 2 contains 124596 members 
Entering Unmasked Estep 
Score: -29540372.000000 Penalty: 6249.028320
	Iteration 6Q: 3 clusters Score -2.954037e+07 nChanged 15775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180748 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -29549928.000000 Penalty: 6249.028320
	Iteration 7F: 3 clusters Score -2.954993e+07 nChanged 18331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190687 members 
Mstep: Class 2 contains 105530 members 
Entering Unmasked Estep 
Score: -29562708.000000 Penalty: 6249.028320
	Iteration 8F: 3 clusters Score -2.956271e+07 nChanged 19383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199184 members 
Mstep: Class 2 contains 97033 members 
Entering Unmasked Estep 
Score: -29576920.000000 Penalty: 6249.028320
	Iteration 9F: 3 clusters Score -2.957692e+07 nChanged 17503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204559 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -29587910.000000 Penalty: 6249.028320
	Iteration 10F: 3 clusters Score -2.958791e+07 nChanged 12927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207784 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -29593420.000000 Penalty: 6249.028320
	Iteration 11Q: 3 clusters Score -2.959342e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210149 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -29595820.000000 Penalty: 6249.028320
	Iteration 12Q: 3 clusters Score -2.959582e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212370 members 
Mstep: Class 2 contains 83847 members 
Entering Unmasked Estep 
Score: -29597514.000000 Penalty: 6249.028320
	Iteration 13Q: 3 clusters Score -2.959751e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214331 members 
Mstep: Class 2 contains 81886 members 
Entering Unmasked Estep 
Score: -29599262.000000 Penalty: 6249.028320
	Iteration 14Q: 3 clusters Score -2.959926e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216237 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -29600608.000000 Penalty: 6249.028320
	Iteration 15Q: 3 clusters Score -2.960061e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218075 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -29602008.000000 Penalty: 6249.028320
	Iteration 16Q: 3 clusters Score -2.960201e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219958 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -29603496.000000 Penalty: 6249.028320
	Iteration 17Q: 3 clusters Score -2.96035e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221875 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -29605036.000000 Penalty: 6249.028320
	Iteration 18Q: 3 clusters Score -2.960504e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223780 members 
Mstep: Class 2 contains 72437 members 
Entering Unmasked Estep 
Score: -29606742.000000 Penalty: 6249.028320
	Iteration 19Q: 3 clusters Score -2.960674e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225740 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -29608494.000000 Penalty: 6249.028320
	Iteration 20F: 3 clusters Score -2.960849e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227664 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -29610160.000000 Penalty: 6249.028320
	Iteration 21Q: 3 clusters Score -2.961016e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229525 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -29611790.000000 Penalty: 6249.028320
	Iteration 22Q: 3 clusters Score -2.961179e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231421 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -29613348.000000 Penalty: 6249.028320
	Iteration 23Q: 3 clusters Score -2.961335e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233271 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -29614786.000000 Penalty: 6249.028320
	Iteration 24Q: 3 clusters Score -2.961479e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235083 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -29616092.000000 Penalty: 6249.028320
	Iteration 25Q: 3 clusters Score -2.961609e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236841 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -29616944.000000 Penalty: 6249.028320
	Iteration 26Q: 3 clusters Score -2.961694e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238542 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -29617894.000000 Penalty: 6249.028320
	Iteration 27Q: 3 clusters Score -2.961789e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240110 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -29618458.000000 Penalty: 6249.028320
	Iteration 28Q: 3 clusters Score -2.961846e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241551 members 
Mstep: Class 2 contains 54666 members 
Entering Unmasked Estep 
Score: -29619068.000000 Penalty: 6249.028320
	Iteration 29Q: 3 clusters Score -2.961907e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242939 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -29619472.000000 Penalty: 6249.028320
	Iteration 30Q: 3 clusters Score -2.961947e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244274 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -29619934.000000 Penalty: 6249.028320
	Iteration 31Q: 3 clusters Score -2.961993e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245558 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -29620148.000000 Penalty: 6249.028320
	Iteration 32Q: 3 clusters Score -2.962015e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246750 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -29620318.000000 Penalty: 6249.028320
	Iteration 33Q: 3 clusters Score -2.962032e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247804 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -29620516.000000 Penalty: 6249.028320
	Iteration 34Q: 3 clusters Score -2.962052e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248794 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -29620606.000000 Penalty: 6249.028320
	Iteration 35Q: 3 clusters Score -2.962061e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249667 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -29620690.000000 Penalty: 6249.028320
	Iteration 36Q: 3 clusters Score -2.962069e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250505 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -29620788.000000 Penalty: 6249.028320
	Iteration 37Q: 3 clusters Score -2.962079e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251299 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -29620874.000000 Penalty: 6249.028320
	Iteration 38Q: 3 clusters Score -2.962087e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252014 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -29620852.000000 Penalty: 6249.028320
	Iteration 39Q: 3 clusters Score -2.962085e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252753 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -29620796.000000 Penalty: 6249.028320
	Iteration 40F: 3 clusters Score -2.96208e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253467 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -29620746.000000 Penalty: 6249.028320
	Iteration 41Q: 3 clusters Score -2.962075e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254148 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -29620822.000000 Penalty: 6249.028320
	Iteration 42Q: 3 clusters Score -2.962082e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254781 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -29620810.000000 Penalty: 6249.028320
	Iteration 43Q: 3 clusters Score -2.962081e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255412 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -29620868.000000 Penalty: 6249.028320
	Iteration 44Q: 3 clusters Score -2.962087e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256056 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -29620822.000000 Penalty: 6249.028320
	Iteration 45Q: 3 clusters Score -2.962082e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256709 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -29620790.000000 Penalty: 6249.028320
	Iteration 46Q: 3 clusters Score -2.962079e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257377 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -29620768.000000 Penalty: 6249.028320
	Iteration 47Q: 3 clusters Score -2.962077e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258007 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -29620846.000000 Penalty: 6249.028320
	Iteration 48Q: 3 clusters Score -2.962085e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258606 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -29620884.000000 Penalty: 6249.028320
	Iteration 49Q: 3 clusters Score -2.962088e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259169 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -29620822.000000 Penalty: 6249.028320
	Iteration 50Q: 3 clusters Score -2.962082e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259736 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -29620826.000000 Penalty: 6249.028320
	Iteration 51Q: 3 clusters Score -2.962083e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260286 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -29620956.000000 Penalty: 6249.028320
	Iteration 52Q: 3 clusters Score -2.962096e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260816 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -29620860.000000 Penalty: 6249.028320
	Iteration 53Q: 3 clusters Score -2.962086e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261344 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -29620820.000000 Penalty: 6249.028320
	Iteration 54Q: 3 clusters Score -2.962082e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261848 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -29620832.000000 Penalty: 6249.028320
	Iteration 55Q: 3 clusters Score -2.962083e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262349 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -29620900.000000 Penalty: 6249.028320
	Iteration 56Q: 3 clusters Score -2.96209e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262807 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -29620846.000000 Penalty: 6249.028320
	Iteration 57Q: 3 clusters Score -2.962085e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263271 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -29620858.000000 Penalty: 6249.028320
	Iteration 58Q: 3 clusters Score -2.962086e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263696 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -29620858.000000 Penalty: 6249.028320
	Iteration 59Q: 3 clusters Score -2.962086e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264104 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -29620956.000000 Penalty: 6249.028320
	Iteration 60F: 3 clusters Score -2.962096e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264520 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -29621000.000000 Penalty: 6249.028320
	Iteration 61Q: 3 clusters Score -2.9621e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264905 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -29620984.000000 Penalty: 6249.028320
	Iteration 62Q: 3 clusters Score -2.962098e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265321 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -29620986.000000 Penalty: 6249.028320
	Iteration 63Q: 3 clusters Score -2.962099e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265750 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -29621014.000000 Penalty: 6249.028320
	Iteration 64Q: 3 clusters Score -2.962101e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266163 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -29621090.000000 Penalty: 6249.028320
	Iteration 65Q: 3 clusters Score -2.962109e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266573 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -29621062.000000 Penalty: 6249.028320
	Iteration 66Q: 3 clusters Score -2.962106e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266993 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -29621070.000000 Penalty: 6249.028320
	Iteration 67Q: 3 clusters Score -2.962107e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267410 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -29621068.000000 Penalty: 6249.028320
	Iteration 68Q: 3 clusters Score -2.962107e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267808 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -29621116.000000 Penalty: 6249.028320
	Iteration 69Q: 3 clusters Score -2.962112e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268192 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -29621148.000000 Penalty: 6249.028320
	Iteration 70Q: 3 clusters Score -2.962115e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268568 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -29621188.000000 Penalty: 6249.028320
	Iteration 71Q: 3 clusters Score -2.962119e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268935 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -29621102.000000 Penalty: 6249.028320
	Iteration 72Q: 3 clusters Score -2.96211e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269286 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -29621210.000000 Penalty: 6249.028320
	Iteration 73Q: 3 clusters Score -2.962121e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269634 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -29621312.000000 Penalty: 6249.028320
	Iteration 74Q: 3 clusters Score -2.962131e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269986 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -29621258.000000 Penalty: 6249.028320
	Iteration 75Q: 3 clusters Score -2.962126e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270295 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -29621348.000000 Penalty: 6249.028320
	Iteration 76Q: 3 clusters Score -2.962135e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270638 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -29621372.000000 Penalty: 6249.028320
	Iteration 77Q: 3 clusters Score -2.962137e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270965 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -29621370.000000 Penalty: 6249.028320
	Iteration 78Q: 3 clusters Score -2.962137e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271262 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -29621358.000000 Penalty: 6249.028320
	Iteration 79Q: 3 clusters Score -2.962136e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271564 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -29621456.000000 Penalty: 6249.028320
	Iteration 80F: 3 clusters Score -2.962146e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271864 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -29621512.000000 Penalty: 6249.028320
	Iteration 81Q: 3 clusters Score -2.962151e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272186 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -29621588.000000 Penalty: 6249.028320
	Iteration 82Q: 3 clusters Score -2.962159e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272487 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -29621746.000000 Penalty: 6249.028320
	Iteration 83Q: 3 clusters Score -2.962175e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272779 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -29621752.000000 Penalty: 6249.028320
	Iteration 84Q: 3 clusters Score -2.962175e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273068 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -29621778.000000 Penalty: 6249.028320
	Iteration 85Q: 3 clusters Score -2.962178e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273333 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -29621766.000000 Penalty: 6249.028320
	Iteration 86Q: 3 clusters Score -2.962177e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273575 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -29621712.000000 Penalty: 6249.028320
	Iteration 87Q: 3 clusters Score -2.962171e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273794 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -29621774.000000 Penalty: 6249.028320
	Iteration 88Q: 3 clusters Score -2.962177e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274019 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -29621786.000000 Penalty: 6249.028320
	Iteration 89Q: 3 clusters Score -2.962179e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274265 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -29621806.000000 Penalty: 6249.028320
	Iteration 90Q: 3 clusters Score -2.962181e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274508 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -29621848.000000 Penalty: 6249.028320
	Iteration 91Q: 3 clusters Score -2.962185e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274763 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -29621936.000000 Penalty: 6249.028320
	Iteration 92Q: 3 clusters Score -2.962194e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275023 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -29621948.000000 Penalty: 6249.028320
	Iteration 93Q: 3 clusters Score -2.962195e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275316 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -29621994.000000 Penalty: 6249.028320
	Iteration 94Q: 3 clusters Score -2.962199e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275623 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -29622102.000000 Penalty: 6249.028320
	Iteration 95Q: 3 clusters Score -2.96221e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275916 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -29622084.000000 Penalty: 6249.028320
	Iteration 96Q: 3 clusters Score -2.962208e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276193 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -29622136.000000 Penalty: 6249.028320
	Iteration 97Q: 3 clusters Score -2.962214e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276475 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -29622204.000000 Penalty: 6249.028320
	Iteration 98Q: 3 clusters Score -2.96222e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276749 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -29622304.000000 Penalty: 6249.028320
	Iteration 99Q: 3 clusters Score -2.96223e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277005 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -29622304.000000 Penalty: 6249.028320
	Iteration 100F: 3 clusters Score -2.96223e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277268 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -29622268.000000 Penalty: 6249.028320
	Iteration 101Q: 3 clusters Score -2.962227e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277524 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -29622304.000000 Penalty: 6249.028320
	Iteration 102Q: 3 clusters Score -2.96223e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277794 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -29622310.000000 Penalty: 6249.028320
	Iteration 103Q: 3 clusters Score -2.962231e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278025 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -29622362.000000 Penalty: 6249.028320
	Iteration 104Q: 3 clusters Score -2.962236e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278257 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -29622402.000000 Penalty: 6249.028320
	Iteration 105Q: 3 clusters Score -2.96224e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278478 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -29622408.000000 Penalty: 6249.028320
	Iteration 106Q: 3 clusters Score -2.962241e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278709 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -29622480.000000 Penalty: 6249.028320
	Iteration 107Q: 3 clusters Score -2.962248e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278910 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -29622506.000000 Penalty: 6249.028320
	Iteration 108Q: 3 clusters Score -2.962251e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279099 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -29622508.000000 Penalty: 6249.028320
	Iteration 109Q: 3 clusters Score -2.962251e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279269 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -29622524.000000 Penalty: 6249.028320
	Iteration 110Q: 3 clusters Score -2.962252e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279424 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -29622510.000000 Penalty: 6249.028320
	Iteration 111Q: 3 clusters Score -2.962251e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279556 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -29622506.000000 Penalty: 6249.028320
	Iteration 112Q: 3 clusters Score -2.962251e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279678 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -29622478.000000 Penalty: 6249.028320
	Iteration 113Q: 3 clusters Score -2.962248e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279818 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -29622476.000000 Penalty: 6249.028320
	Iteration 114Q: 3 clusters Score -2.962248e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279936 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -29622522.000000 Penalty: 6249.028320
	Iteration 115Q: 3 clusters Score -2.962252e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280049 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -29622498.000000 Penalty: 6249.028320
	Iteration 116Q: 3 clusters Score -2.96225e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280162 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -29622538.000000 Penalty: 6249.028320
	Iteration 117Q: 3 clusters Score -2.962254e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280268 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -29622570.000000 Penalty: 6249.028320
	Iteration 118Q: 3 clusters Score -2.962257e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280377 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -29622558.000000 Penalty: 6249.028320
	Iteration 119Q: 3 clusters Score -2.962256e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280482 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -29622560.000000 Penalty: 6249.028320
	Iteration 120F: 3 clusters Score -2.962256e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280596 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -29622588.000000 Penalty: 6249.028320
	Iteration 121Q: 3 clusters Score -2.962259e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280700 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -29622612.000000 Penalty: 6249.028320
	Iteration 122Q: 3 clusters Score -2.962261e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280809 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -29622650.000000 Penalty: 6249.028320
	Iteration 123Q: 3 clusters Score -2.962265e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280920 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -29622650.000000 Penalty: 6249.028320
	Iteration 124Q: 3 clusters Score -2.962265e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281029 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -29622668.000000 Penalty: 6249.028320
	Iteration 125Q: 3 clusters Score -2.962267e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281131 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -29622682.000000 Penalty: 6249.028320
	Iteration 126Q: 3 clusters Score -2.962268e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281243 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -29622666.000000 Penalty: 6249.028320
	Iteration 127Q: 3 clusters Score -2.962267e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281357 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -29622628.000000 Penalty: 6249.028320
	Iteration 128Q: 3 clusters Score -2.962263e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281485 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -29622672.000000 Penalty: 6249.028320
	Iteration 129Q: 3 clusters Score -2.962267e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281600 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -29622674.000000 Penalty: 6249.028320
	Iteration 130Q: 3 clusters Score -2.962267e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281720 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -29622746.000000 Penalty: 6249.028320
	Iteration 131Q: 3 clusters Score -2.962275e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281832 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -29622718.000000 Penalty: 6249.028320
	Iteration 132Q: 3 clusters Score -2.962272e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281927 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -29622740.000000 Penalty: 6249.028320
	Iteration 133Q: 3 clusters Score -2.962274e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282011 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -29622772.000000 Penalty: 6249.028320
	Iteration 134Q: 3 clusters Score -2.962277e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282107 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -29622834.000000 Penalty: 6249.028320
	Iteration 135Q: 3 clusters Score -2.962283e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282205 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -29622864.000000 Penalty: 6249.028320
	Iteration 136Q: 3 clusters Score -2.962286e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282297 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -29622890.000000 Penalty: 6249.028320
	Iteration 137Q: 3 clusters Score -2.962289e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282403 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -29622876.000000 Penalty: 6249.028320
	Iteration 138Q: 3 clusters Score -2.962288e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282521 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -29622944.000000 Penalty: 6249.028320
	Iteration 139Q: 3 clusters Score -2.962294e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282636 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -29622988.000000 Penalty: 6249.028320
	Iteration 140F: 3 clusters Score -2.962299e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282731 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -29622974.000000 Penalty: 6249.028320
	Iteration 141Q: 3 clusters Score -2.962297e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282826 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -29623014.000000 Penalty: 6249.028320
	Iteration 142Q: 3 clusters Score -2.962301e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282906 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -29623046.000000 Penalty: 6249.028320
	Iteration 143Q: 3 clusters Score -2.962305e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282982 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -29623016.000000 Penalty: 6249.028320
	Iteration 144Q: 3 clusters Score -2.962302e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283062 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -29623044.000000 Penalty: 6249.028320
	Iteration 145Q: 3 clusters Score -2.962304e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283150 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -29623020.000000 Penalty: 6249.028320
	Iteration 146Q: 3 clusters Score -2.962302e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283234 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -29623000.000000 Penalty: 6249.028320
	Iteration 147Q: 3 clusters Score -2.9623e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283306 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -29623038.000000 Penalty: 6249.028320
	Iteration 148Q: 3 clusters Score -2.962304e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283386 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -29623068.000000 Penalty: 6249.028320
	Iteration 149Q: 3 clusters Score -2.962307e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283444 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -29623052.000000 Penalty: 6249.028320
	Iteration 150Q: 3 clusters Score -2.962305e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283510 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -29623088.000000 Penalty: 6249.028320
	Iteration 151Q: 3 clusters Score -2.962309e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283582 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -29623090.000000 Penalty: 6249.028320
	Iteration 152Q: 3 clusters Score -2.962309e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283652 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -29623100.000000 Penalty: 6249.028320
	Iteration 153Q: 3 clusters Score -2.96231e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283739 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -29623120.000000 Penalty: 6249.028320
	Iteration 154Q: 3 clusters Score -2.962312e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283839 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -29623128.000000 Penalty: 6249.028320
	Iteration 155Q: 3 clusters Score -2.962313e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283926 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -29623146.000000 Penalty: 6249.028320
	Iteration 156Q: 3 clusters Score -2.962315e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283995 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -29623154.000000 Penalty: 6249.028320
	Iteration 157Q: 3 clusters Score -2.962315e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284056 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -29623206.000000 Penalty: 6249.028320
	Iteration 158Q: 3 clusters Score -2.962321e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284120 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -29623216.000000 Penalty: 6249.028320
	Iteration 159Q: 3 clusters Score -2.962322e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284175 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -29623246.000000 Penalty: 6249.028320
	Iteration 160F: 3 clusters Score -2.962325e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284229 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -29623222.000000 Penalty: 6249.028320
	Iteration 161Q: 3 clusters Score -2.962322e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284280 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -29623210.000000 Penalty: 6249.028320
	Iteration 162Q: 3 clusters Score -2.962321e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284330 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -29623262.000000 Penalty: 6249.028320
	Iteration 163Q: 3 clusters Score -2.962326e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284379 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -29623270.000000 Penalty: 6249.028320
	Iteration 164Q: 3 clusters Score -2.962327e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284441 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -29623256.000000 Penalty: 6249.028320
	Iteration 165Q: 3 clusters Score -2.962326e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284497 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -29623280.000000 Penalty: 6249.028320
	Iteration 166Q: 3 clusters Score -2.962328e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284551 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -29623270.000000 Penalty: 6249.028320
	Iteration 167Q: 3 clusters Score -2.962327e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284604 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -29623252.000000 Penalty: 6249.028320
	Iteration 168Q: 3 clusters Score -2.962325e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284651 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -29623290.000000 Penalty: 6249.028320
	Iteration 169Q: 3 clusters Score -2.962329e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284702 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -29623284.000000 Penalty: 6249.028320
	Iteration 170Q: 3 clusters Score -2.962328e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284756 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -29623236.000000 Penalty: 6249.028320
	Iteration 171Q: 3 clusters Score -2.962324e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284804 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -29623210.000000 Penalty: 6249.028320
	Iteration 172Q: 3 clusters Score -2.962321e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284846 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -29623230.000000 Penalty: 6249.028320
	Iteration 173Q: 3 clusters Score -2.962323e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284889 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -29623210.000000 Penalty: 6249.028320
	Iteration 174Q: 3 clusters Score -2.962321e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284933 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -29623194.000000 Penalty: 6249.028320
	Iteration 175Q: 3 clusters Score -2.962319e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284970 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -29623226.000000 Penalty: 6249.028320
	Iteration 176Q: 3 clusters Score -2.962323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285007 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -29623218.000000 Penalty: 6249.028320
	Iteration 177Q: 3 clusters Score -2.962322e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285042 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -29623232.000000 Penalty: 6249.028320
	Iteration 178Q: 3 clusters Score -2.962323e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285072 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -29623200.000000 Penalty: 6249.028320
	Iteration 179Q: 3 clusters Score -2.96232e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285097 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -29623196.000000 Penalty: 6249.028320
	Iteration 180F: 3 clusters Score -2.96232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285114 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -29623192.000000 Penalty: 6249.028320
	Iteration 181Q: 3 clusters Score -2.962319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285139 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -29623182.000000 Penalty: 6249.028320
	Iteration 182Q: 3 clusters Score -2.962318e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285160 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -29623178.000000 Penalty: 6249.028320
	Iteration 183Q: 3 clusters Score -2.962318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285183 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -29623204.000000 Penalty: 6249.028320
	Iteration 184Q: 3 clusters Score -2.96232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285205 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -29623230.000000 Penalty: 6249.028320
	Iteration 185Q: 3 clusters Score -2.962323e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285225 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -29623224.000000 Penalty: 6249.028320
	Iteration 186Q: 3 clusters Score -2.962322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285242 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -29623232.000000 Penalty: 6249.028320
	Iteration 187Q: 3 clusters Score -2.962323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285254 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -29623222.000000 Penalty: 6249.028320
	Iteration 188Q: 3 clusters Score -2.962322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285268 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -29623240.000000 Penalty: 6249.028320
	Iteration 189Q: 3 clusters Score -2.962324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285282 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -29623232.000000 Penalty: 6249.028320
	Iteration 190Q: 3 clusters Score -2.962323e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285301 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -29623226.000000 Penalty: 6249.028320
	Iteration 191Q: 3 clusters Score -2.962323e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285326 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -29623198.000000 Penalty: 6249.028320
	Iteration 192Q: 3 clusters Score -2.96232e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285346 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -29623208.000000 Penalty: 6249.028320
	Iteration 193Q: 3 clusters Score -2.962321e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285365 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -29623190.000000 Penalty: 6249.028320
	Iteration 194Q: 3 clusters Score -2.962319e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285400 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -29623224.000000 Penalty: 6249.028320
	Iteration 195Q: 3 clusters Score -2.962322e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285428 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -29623220.000000 Penalty: 6249.028320
	Iteration 196Q: 3 clusters Score -2.962322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285448 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -29623224.000000 Penalty: 6249.028320
	Iteration 197Q: 3 clusters Score -2.962322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285468 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -29623204.000000 Penalty: 6249.028320
	Iteration 198Q: 3 clusters Score -2.96232e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285496 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -29623236.000000 Penalty: 6249.028320
	Iteration 199Q: 3 clusters Score -2.962324e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285530 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -29623252.000000 Penalty: 6249.028320
	Iteration 200F: 3 clusters Score -2.962325e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285558 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -29623268.000000 Penalty: 6249.028320
	Iteration 201Q: 3 clusters Score -2.962327e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285576 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -29623228.000000 Penalty: 6249.028320
	Iteration 202Q: 3 clusters Score -2.962323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285592 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -29623218.000000 Penalty: 6249.028320
	Iteration 203Q: 3 clusters Score -2.962322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285607 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -29623206.000000 Penalty: 6249.028320
	Iteration 204Q: 3 clusters Score -2.962321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285622 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -29623220.000000 Penalty: 6249.028320
	Iteration 205Q: 3 clusters Score -2.962322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285632 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -29623242.000000 Penalty: 6249.028320
	Iteration 206Q: 3 clusters Score -2.962324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285638 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -29623248.000000 Penalty: 6249.028320
	Iteration 207Q: 3 clusters Score -2.962325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285649 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -29623272.000000 Penalty: 6249.028320
	Iteration 208Q: 3 clusters Score -2.962327e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285663 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -29623260.000000 Penalty: 6249.028320
	Iteration 209Q: 3 clusters Score -2.962326e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285683 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -29623304.000000 Penalty: 6249.028320
	Iteration 210Q: 3 clusters Score -2.96233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285708 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -29623334.000000 Penalty: 6249.028320
	Iteration 211Q: 3 clusters Score -2.962333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285734 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -29623310.000000 Penalty: 6249.028320
	Iteration 212Q: 3 clusters Score -2.962331e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285759 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -29623300.000000 Penalty: 6249.028320
	Iteration 213Q: 3 clusters Score -2.96233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285776 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -29623286.000000 Penalty: 6249.028320
	Iteration 214Q: 3 clusters Score -2.962329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285791 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -29623302.000000 Penalty: 6249.028320
	Iteration 215Q: 3 clusters Score -2.96233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285805 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -29623260.000000 Penalty: 6249.028320
	Iteration 216Q: 3 clusters Score -2.962326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285816 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -29623266.000000 Penalty: 6249.028320
	Iteration 217Q: 3 clusters Score -2.962327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285820 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -29623262.000000 Penalty: 6249.028320
	Iteration 218Q: 3 clusters Score -2.962326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285828 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -29623254.000000 Penalty: 6249.028320
	Iteration 219Q: 3 clusters Score -2.962325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285834 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -29623236.000000 Penalty: 6249.028320
	Iteration 220F: 3 clusters Score -2.962324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285842 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -29623246.000000 Penalty: 6249.028320
	Iteration 221Q: 3 clusters Score -2.962325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285849 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -29623200.000000 Penalty: 6249.028320
	Iteration 222Q: 3 clusters Score -2.96232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285853 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -29623242.000000 Penalty: 6249.028320
	Iteration 223Q: 3 clusters Score -2.962324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285857 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -29623242.000000 Penalty: 6249.028320
	Iteration 224Q: 3 clusters Score -2.962324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285858 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -29623228.000000 Penalty: 6249.028320
	Iteration 225Q: 3 clusters Score -2.962323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285861 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -29623246.000000 Penalty: 6249.028320
	Iteration 226Q: 3 clusters Score -2.962325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285867 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -29623230.000000 Penalty: 6249.028320
	Iteration 227Q: 3 clusters Score -2.962323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285872 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -29623240.000000 Penalty: 6249.028320
	Iteration 228Q: 3 clusters Score -2.962324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285878 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -29623256.000000 Penalty: 6249.028320
	Iteration 229Q: 3 clusters Score -2.962326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285887 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -29623268.000000 Penalty: 6249.028320
	Iteration 230Q: 3 clusters Score -2.962327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285892 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -29623268.000000 Penalty: 6249.028320
	Iteration 231Q: 3 clusters Score -2.962327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285896 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -29623280.000000 Penalty: 6249.028320
	Iteration 232Q: 3 clusters Score -2.962328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285900 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -29623268.000000 Penalty: 6249.028320
	Iteration 233Q: 3 clusters Score -2.962327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285904 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -29623276.000000 Penalty: 6249.028320
	Iteration 234Q: 3 clusters Score -2.962328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285905 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -29623268.000000 Penalty: 6249.028320
	Iteration 235Q: 3 clusters Score -2.962327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285907 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -29623276.000000 Penalty: 6249.028320
	Iteration 236Q: 3 clusters Score -2.962328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285908 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -29623274.000000 Penalty: 6249.028320
	Iteration 237Q: 3 clusters Score -2.962327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285909 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -29623278.000000 Penalty: 6249.028320
	Iteration 238Q: 3 clusters Score -2.962328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285913 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -29623274.000000 Penalty: 6249.028320
	Iteration 239Q: 3 clusters Score -2.962327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285919 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -29623274.000000 Penalty: 6249.028320
	Iteration 240F: 3 clusters Score -2.962327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285920 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -29623260.000000 Penalty: 6249.028320
	Iteration 241Q: 3 clusters Score -2.962326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285920 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -29623260.000000 Penalty: 6249.028320
	Iteration 242F: 3 clusters Score -2.962326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Entering Unmasked Estep 
Score: -1552342.750000 Penalty: 2402.270508
	Iteration 0F: 2 clusters Score -1552343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1540837.875000 Penalty: 4804.541016
	Iteration 0F: 3 clusters Score -1540838 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1544617.375000 Penalty: 4804.541016
	Iteration 1F: 3 clusters Score -1544617 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1545094.125000 Penalty: 4804.541016
	Iteration 2F: 3 clusters Score -1545094 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1545483.250000 Penalty: 4804.541016
	Iteration 3F: 3 clusters Score -1545483 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1545813.875000 Penalty: 4804.541016
	Iteration 4Q: 3 clusters Score -1545814 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1546193.750000 Penalty: 4804.541016
	Iteration 5Q: 3 clusters Score -1546194 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1546629.875000 Penalty: 4804.541016
	Iteration 6Q: 3 clusters Score -1546630 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1547138.375000 Penalty: 4804.541016
	Iteration 7Q: 3 clusters Score -1547138 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1547744.625000 Penalty: 4804.541016
	Iteration 8F: 3 clusters Score -1547745 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1548436.125000 Penalty: 4804.541016
	Iteration 9F: 3 clusters Score -1548436 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1549018.750000 Penalty: 4804.541016
	Iteration 10Q: 3 clusters Score -1549019 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1549408.125000 Penalty: 4804.541016
	Iteration 11Q: 3 clusters Score -1549408 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1549715.625000 Penalty: 4804.541016
	Iteration 12Q: 3 clusters Score -1549716 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1549958.000000 Penalty: 4804.541016
	Iteration 13Q: 3 clusters Score -1549958 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1550149.000000 Penalty: 4804.541016
	Iteration 14Q: 3 clusters Score -1550149 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1550301.125000 Penalty: 4804.541016
	Iteration 15Q: 3 clusters Score -1550301 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1550435.750000 Penalty: 4804.541016
	Iteration 16Q: 3 clusters Score -1550436 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1550571.625000 Penalty: 4804.541016
	Iteration 17Q: 3 clusters Score -1550572 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1550651.625000 Penalty: 4804.541016
	Iteration 18Q: 3 clusters Score -1550652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1550691.375000 Penalty: 4804.541016
	Iteration 19Q: 3 clusters Score -1550691 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1550750.000000 Penalty: 4804.541016
	Iteration 20F: 3 clusters Score -1550750 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1550795.375000 Penalty: 4804.541016
	Iteration 21Q: 3 clusters Score -1550795 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1550832.500000 Penalty: 4804.541016
	Iteration 22Q: 3 clusters Score -1550832 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1550864.875000 Penalty: 4804.541016
	Iteration 23Q: 3 clusters Score -1550865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1550887.875000 Penalty: 4804.541016
	Iteration 24Q: 3 clusters Score -1550888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1550915.875000 Penalty: 4804.541016
	Iteration 25Q: 3 clusters Score -1550916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1550942.125000 Penalty: 4804.541016
	Iteration 26Q: 3 clusters Score -1550942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1550963.125000 Penalty: 4804.541016
	Iteration 27Q: 3 clusters Score -1550963 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1550981.500000 Penalty: 4804.541016
	Iteration 28Q: 3 clusters Score -1550982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1550999.000000 Penalty: 4804.541016
	Iteration 29Q: 3 clusters Score -1550999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1551015.875000 Penalty: 4804.541016
	Iteration 30Q: 3 clusters Score -1551016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1551022.250000 Penalty: 4804.541016
	Iteration 31Q: 3 clusters Score -1551022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1551033.250000 Penalty: 4804.541016
	Iteration 32Q: 3 clusters Score -1551033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1551037.750000 Penalty: 4804.541016
	Iteration 33Q: 3 clusters Score -1551038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1551041.000000 Penalty: 4804.541016
	Iteration 34Q: 3 clusters Score -1551041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1551044.750000 Penalty: 4804.541016
	Iteration 35Q: 3 clusters Score -1551045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1551047.500000 Penalty: 4804.541016
	Iteration 36Q: 3 clusters Score -1551048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1551049.750000 Penalty: 4804.541016
	Iteration 37Q: 3 clusters Score -1551050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1551053.125000 Penalty: 4804.541016
	Iteration 38Q: 3 clusters Score -1551053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1551051.875000 Penalty: 4804.541016
	Iteration 39Q: 3 clusters Score -1551052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1551054.250000 Penalty: 4804.541016
	Iteration 40F: 3 clusters Score -1551054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1551059.875000 Penalty: 4804.541016
	Iteration 41Q: 3 clusters Score -1551060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1551059.125000 Penalty: 4804.541016
	Iteration 42Q: 3 clusters Score -1551059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1551060.875000 Penalty: 4804.541016
	Iteration 43Q: 3 clusters Score -1551061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1551057.375000 Penalty: 4804.541016
	Iteration 44Q: 3 clusters Score -1551057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1551063.000000 Penalty: 4804.541016
	Iteration 45Q: 3 clusters Score -1551063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1551062.875000 Penalty: 4804.541016
	Iteration 46Q: 3 clusters Score -1551063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1551065.000000 Penalty: 4804.541016
	Iteration 47Q: 3 clusters Score -1551065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1551062.875000 Penalty: 4804.541016
	Iteration 48Q: 3 clusters Score -1551063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1551064.000000 Penalty: 4804.541016
	Iteration 49Q: 3 clusters Score -1551064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1551064.000000 Penalty: 4804.541016
	Iteration 50F: 3 clusters Score -1551064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Entering Unmasked Estep 
Score: -1530981.375000 Penalty: 2396.898438
	Iteration 0F: 2 clusters Score -1530981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1519805.125000 Penalty: 4793.796875
	Iteration 0F: 3 clusters Score -1519805 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1523332.000000 Penalty: 4793.796875
	Iteration 1F: 3 clusters Score -1523332 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1523844.000000 Penalty: 4793.796875
	Iteration 2F: 3 clusters Score -1523844 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1524605.875000 Penalty: 4793.796875
	Iteration 3F: 3 clusters Score -1524606 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1525797.250000 Penalty: 4793.796875
	Iteration 4F: 3 clusters Score -1525797 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1527264.375000 Penalty: 4793.796875
	Iteration 5F: 3 clusters Score -1527264 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1528675.625000 Penalty: 4793.796875
	Iteration 6F: 3 clusters Score -1528676 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1529715.000000 Penalty: 4793.796875
	Iteration 7F: 3 clusters Score -1529715 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1530310.875000 Penalty: 4793.796875
	Iteration 8Q: 3 clusters Score -1530311 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1530636.750000 Penalty: 4793.796875
	Iteration 9Q: 3 clusters Score -1530637 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1530812.625000 Penalty: 4793.796875
	Iteration 10Q: 3 clusters Score -1530813 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1530899.375000 Penalty: 4793.796875
	Iteration 11Q: 3 clusters Score -1530899 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1530955.125000 Penalty: 4793.796875
	Iteration 12Q: 3 clusters Score -1530955 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1530994.375000 Penalty: 4793.796875
	Iteration 13Q: 3 clusters Score -1530994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1531028.750000 Penalty: 4793.796875
	Iteration 14Q: 3 clusters Score -1531029 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1531051.875000 Penalty: 4793.796875
	Iteration 15Q: 3 clusters Score -1531052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1531084.250000 Penalty: 4793.796875
	Iteration 16Q: 3 clusters Score -1531084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1531110.500000 Penalty: 4793.796875
	Iteration 17Q: 3 clusters Score -1531110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1531135.500000 Penalty: 4793.796875
	Iteration 18Q: 3 clusters Score -1531136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1531149.750000 Penalty: 4793.796875
	Iteration 19Q: 3 clusters Score -1531150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1531157.250000 Penalty: 4793.796875
	Iteration 20F: 3 clusters Score -1531157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1531157.250000 Penalty: 4793.796875
	Iteration 21Q: 3 clusters Score -1531157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1531161.125000 Penalty: 4793.796875
	Iteration 22Q: 3 clusters Score -1531161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1531162.125000 Penalty: 4793.796875
	Iteration 23Q: 3 clusters Score -1531162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1531162.250000 Penalty: 4793.796875
	Iteration 24Q: 3 clusters Score -1531162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1531162.500000 Penalty: 4793.796875
	Iteration 25Q: 3 clusters Score -1531162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1531162.875000 Penalty: 4793.796875
	Iteration 26Q: 3 clusters Score -1531163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1531164.500000 Penalty: 4793.796875
	Iteration 27Q: 3 clusters Score -1531164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1531165.750000 Penalty: 4793.796875
	Iteration 28Q: 3 clusters Score -1531166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1531169.750000 Penalty: 4793.796875
	Iteration 29Q: 3 clusters Score -1531170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1531170.750000 Penalty: 4793.796875
	Iteration 30Q: 3 clusters Score -1531171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1531171.125000 Penalty: 4793.796875
	Iteration 31Q: 3 clusters Score -1531171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1531173.750000 Penalty: 4793.796875
	Iteration 32Q: 3 clusters Score -1531174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1531174.750000 Penalty: 4793.796875
	Iteration 33Q: 3 clusters Score -1531175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1531176.750000 Penalty: 4793.796875
	Iteration 34Q: 3 clusters Score -1531177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1531177.625000 Penalty: 4793.796875
	Iteration 35Q: 3 clusters Score -1531178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1531179.250000 Penalty: 4793.796875
	Iteration 36Q: 3 clusters Score -1531179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1531179.625000 Penalty: 4793.796875
	Iteration 37Q: 3 clusters Score -1531180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1531179.625000 Penalty: 4793.796875
	Iteration 38F: 3 clusters Score -1531180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 215160 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 296217 members 
Mstep: Class 4 contains 16100 members 
Mstep: Class 5 contains 995 members 
Mstep: Class 6 contains 9397 members 
Mstep: Class 7 contains 69979 members 
Mstep: Class 8 contains 42810 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 19279 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 5472 members 
Mstep: Class 14 contains 18088 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 101151 members 
Mstep: Class 17 contains 12849 members 
Mstep: Class 18 contains 50827 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 113588 members 
Mstep: Class 21 contains 15506 members 
Mstep: Class 22 contains 147597 members 
Mstep: Class 23 contains 38782 members 
Mstep: Class 24 contains 223406 members 
Mstep: Class 25 contains 16838 members 
Mstep: Class 26 contains 33081 members 
Mstep: Class 27 contains 27529 members 
Mstep: Class 28 contains 7837 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 14760 members 
Entering Unmasked Estep 
Score: -157125664.000000 Penalty: 106369.406250
Splitting cluster 5 changes total score from -157127024.000000 to -157125664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (9397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Entering Unmasked Estep 
Score: -940870.812500 Penalty: 2268.740234
	Iteration 0F: 2 clusters Score -940870.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -933652.187500 Penalty: 4537.480469
	Iteration 0F: 3 clusters Score -933652.2 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -935672.000000 Penalty: 4537.480469
	Iteration 1F: 3 clusters Score -935672 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -935972.812500 Penalty: 4537.480469
	Iteration 2F: 3 clusters Score -935972.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -936200.125000 Penalty: 4537.480469
	Iteration 3F: 3 clusters Score -936200.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -936416.750000 Penalty: 4537.480469
	Iteration 4Q: 3 clusters Score -936416.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -936677.750000 Penalty: 4537.480469
	Iteration 5Q: 3 clusters Score -936677.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -936993.437500 Penalty: 4537.480469
	Iteration 6F: 3 clusters Score -936993.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -937351.312500 Penalty: 4537.480469
	Iteration 7F: 3 clusters Score -937351.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -937709.250000 Penalty: 4537.480469
	Iteration 8F: 3 clusters Score -937709.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -938005.562500 Penalty: 4537.480469
	Iteration 9Q: 3 clusters Score -938005.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -938262.687500 Penalty: 4537.480469
	Iteration 10Q: 3 clusters Score -938262.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -938465.000000 Penalty: 4537.480469
	Iteration 11Q: 3 clusters Score -938465 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -938606.500000 Penalty: 4537.480469
	Iteration 12Q: 3 clusters Score -938606.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -938720.250000 Penalty: 4537.480469
	Iteration 13Q: 3 clusters Score -938720.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -938798.062500 Penalty: 4537.480469
	Iteration 14Q: 3 clusters Score -938798.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -938853.125000 Penalty: 4537.480469
	Iteration 15Q: 3 clusters Score -938853.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -938895.062500 Penalty: 4537.480469
	Iteration 16Q: 3 clusters Score -938895.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -938930.687500 Penalty: 4537.480469
	Iteration 17Q: 3 clusters Score -938930.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -938965.562500 Penalty: 4537.480469
	Iteration 18Q: 3 clusters Score -938965.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -938992.312500 Penalty: 4537.480469
	Iteration 19Q: 3 clusters Score -938992.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -939006.875000 Penalty: 4537.480469
	Iteration 20F: 3 clusters Score -939006.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -939020.812500 Penalty: 4537.480469
	Iteration 21Q: 3 clusters Score -939020.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -939030.312500 Penalty: 4537.480469
	Iteration 22Q: 3 clusters Score -939030.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -939038.687500 Penalty: 4537.480469
	Iteration 23Q: 3 clusters Score -939038.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -939050.250000 Penalty: 4537.480469
	Iteration 24Q: 3 clusters Score -939050.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -939056.500000 Penalty: 4537.480469
	Iteration 25Q: 3 clusters Score -939056.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -939063.250000 Penalty: 4537.480469
	Iteration 26Q: 3 clusters Score -939063.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -939069.375000 Penalty: 4537.480469
	Iteration 27Q: 3 clusters Score -939069.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -939075.500000 Penalty: 4537.480469
	Iteration 28Q: 3 clusters Score -939075.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -939080.750000 Penalty: 4537.480469
	Iteration 29Q: 3 clusters Score -939080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -939083.500000 Penalty: 4537.480469
	Iteration 30Q: 3 clusters Score -939083.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -939085.750000 Penalty: 4537.480469
	Iteration 31Q: 3 clusters Score -939085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -939087.750000 Penalty: 4537.480469
	Iteration 32Q: 3 clusters Score -939087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -939089.562500 Penalty: 4537.480469
	Iteration 33Q: 3 clusters Score -939089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -939088.625000 Penalty: 4537.480469
	Iteration 34Q: 3 clusters Score -939088.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -939088.625000 Penalty: 4537.480469
	Iteration 35F: 3 clusters Score -939088.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Entering Unmasked Estep 
Score: -7021458.500000 Penalty: 2766.675781
	Iteration 0F: 2 clusters Score -7021458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -6974762.500000 Penalty: 5533.351562
	Iteration 0F: 3 clusters Score -6974762 nChanged 32595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -6993598.500000 Penalty: 5533.351562
	Iteration 1F: 3 clusters Score -6993598 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -6995237.500000 Penalty: 5533.351562
	Iteration 2Q: 3 clusters Score -6995238 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -6997742.500000 Penalty: 5533.351562
	Iteration 3F: 3 clusters Score -6997742 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -7001235.500000 Penalty: 5533.351562
	Iteration 4F: 3 clusters Score -7001236 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -7005460.000000 Penalty: 5533.351562
	Iteration 5F: 3 clusters Score -7005460 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -7009854.000000 Penalty: 5533.351562
	Iteration 6F: 3 clusters Score -7009854 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -7013797.000000 Penalty: 5533.351562
	Iteration 7F: 3 clusters Score -7013797 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -7016426.000000 Penalty: 5533.351562
	Iteration 8Q: 3 clusters Score -7016426 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -7017741.000000 Penalty: 5533.351562
	Iteration 9Q: 3 clusters Score -7017741 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -7018295.500000 Penalty: 5533.351562
	Iteration 10Q: 3 clusters Score -7018296 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -7018586.000000 Penalty: 5533.351562
	Iteration 11Q: 3 clusters Score -7018586 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -7018768.000000 Penalty: 5533.351562
	Iteration 12Q: 3 clusters Score -7018768 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -7018913.500000 Penalty: 5533.351562
	Iteration 13Q: 3 clusters Score -7018914 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -7019029.000000 Penalty: 5533.351562
	Iteration 14Q: 3 clusters Score -7019029 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -7019127.500000 Penalty: 5533.351562
	Iteration 15Q: 3 clusters Score -7019128 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -7019206.500000 Penalty: 5533.351562
	Iteration 16Q: 3 clusters Score -7019206 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -7019272.000000 Penalty: 5533.351562
	Iteration 17Q: 3 clusters Score -7019272 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -7019348.500000 Penalty: 5533.351562
	Iteration 18Q: 3 clusters Score -7019348 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -7019434.000000 Penalty: 5533.351562
	Iteration 19Q: 3 clusters Score -7019434 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61624 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -7019478.000000 Penalty: 5533.351562
	Iteration 20F: 3 clusters Score -7019478 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61930 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -7019525.000000 Penalty: 5533.351562
	Iteration 21Q: 3 clusters Score -7019525 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -7019581.000000 Penalty: 5533.351562
	Iteration 22Q: 3 clusters Score -7019581 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -7019656.000000 Penalty: 5533.351562
	Iteration 23Q: 3 clusters Score -7019656 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -7019715.000000 Penalty: 5533.351562
	Iteration 24Q: 3 clusters Score -7019715 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -7019770.000000 Penalty: 5533.351562
	Iteration 25Q: 3 clusters Score -7019770 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -7019831.000000 Penalty: 5533.351562
	Iteration 26Q: 3 clusters Score -7019831 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -7019852.500000 Penalty: 5533.351562
	Iteration 27Q: 3 clusters Score -7019852 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -7019878.000000 Penalty: 5533.351562
	Iteration 28Q: 3 clusters Score -7019878 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -7019911.500000 Penalty: 5533.351562
	Iteration 29Q: 3 clusters Score -7019912 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -7019935.500000 Penalty: 5533.351562
	Iteration 30Q: 3 clusters Score -7019936 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -7019947.000000 Penalty: 5533.351562
	Iteration 31Q: 3 clusters Score -7019947 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -7019967.500000 Penalty: 5533.351562
	Iteration 32Q: 3 clusters Score -7019968 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -7019983.000000 Penalty: 5533.351562
	Iteration 33Q: 3 clusters Score -7019983 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -7020021.500000 Penalty: 5533.351562
	Iteration 34Q: 3 clusters Score -7020022 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -7020049.000000 Penalty: 5533.351562
	Iteration 35Q: 3 clusters Score -7020049 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -7020068.000000 Penalty: 5533.351562
	Iteration 36Q: 3 clusters Score -7020068 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64877 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -7020066.500000 Penalty: 5533.351562
	Iteration 37Q: 3 clusters Score -7020066 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64976 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -7020094.000000 Penalty: 5533.351562
	Iteration 38Q: 3 clusters Score -7020094 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -7020118.000000 Penalty: 5533.351562
	Iteration 39Q: 3 clusters Score -7020118 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -7020107.500000 Penalty: 5533.351562
	Iteration 40F: 3 clusters Score -7020108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -7020135.000000 Penalty: 5533.351562
	Iteration 41Q: 3 clusters Score -7020135 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -7020149.500000 Penalty: 5533.351562
	Iteration 42Q: 3 clusters Score -7020150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -7020141.500000 Penalty: 5533.351562
	Iteration 43Q: 3 clusters Score -7020142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -7020141.500000 Penalty: 5533.351562
	Iteration 44Q: 3 clusters Score -7020142 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -7020140.500000 Penalty: 5533.351562
	Iteration 45Q: 3 clusters Score -7020140 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -7020163.500000 Penalty: 5533.351562
	Iteration 46Q: 3 clusters Score -7020164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -7020168.000000 Penalty: 5533.351562
	Iteration 47Q: 3 clusters Score -7020168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -7020203.500000 Penalty: 5533.351562
	Iteration 48Q: 3 clusters Score -7020204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -7020215.500000 Penalty: 5533.351562
	Iteration 49Q: 3 clusters Score -7020216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -7020220.500000 Penalty: 5533.351562
	Iteration 50Q: 3 clusters Score -7020220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -7020217.500000 Penalty: 5533.351562
	Iteration 51Q: 3 clusters Score -7020218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -7020222.000000 Penalty: 5533.351562
	Iteration 52Q: 3 clusters Score -7020222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -7020247.000000 Penalty: 5533.351562
	Iteration 53Q: 3 clusters Score -7020247 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -7020246.000000 Penalty: 5533.351562
	Iteration 54Q: 3 clusters Score -7020246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -7020249.500000 Penalty: 5533.351562
	Iteration 55Q: 3 clusters Score -7020250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66137 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -7020254.000000 Penalty: 5533.351562
	Iteration 56Q: 3 clusters Score -7020254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -7020274.500000 Penalty: 5533.351562
	Iteration 57Q: 3 clusters Score -7020274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66235 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -7020281.500000 Penalty: 5533.351562
	Iteration 58Q: 3 clusters Score -7020282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66276 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -7020293.000000 Penalty: 5533.351562
	Iteration 59Q: 3 clusters Score -7020293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -7020305.500000 Penalty: 5533.351562
	Iteration 60F: 3 clusters Score -7020306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66351 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7020313.500000 Penalty: 5533.351562
	Iteration 61Q: 3 clusters Score -7020314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -7020324.000000 Penalty: 5533.351562
	Iteration 62Q: 3 clusters Score -7020324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -7020316.500000 Penalty: 5533.351562
	Iteration 63Q: 3 clusters Score -7020316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -7020313.500000 Penalty: 5533.351562
	Iteration 64Q: 3 clusters Score -7020314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -7020312.000000 Penalty: 5533.351562
	Iteration 65Q: 3 clusters Score -7020312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -7020318.500000 Penalty: 5533.351562
	Iteration 66Q: 3 clusters Score -7020318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66506 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -7020321.500000 Penalty: 5533.351562
	Iteration 67Q: 3 clusters Score -7020322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -7020318.000000 Penalty: 5533.351562
	Iteration 68Q: 3 clusters Score -7020318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -7020320.500000 Penalty: 5533.351562
	Iteration 69Q: 3 clusters Score -7020320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -7020318.500000 Penalty: 5533.351562
	Iteration 70Q: 3 clusters Score -7020318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -7020320.000000 Penalty: 5533.351562
	Iteration 71Q: 3 clusters Score -7020320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -7020322.000000 Penalty: 5533.351562
	Iteration 72Q: 3 clusters Score -7020322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -7020318.000000 Penalty: 5533.351562
	Iteration 73Q: 3 clusters Score -7020318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66542 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -7020319.000000 Penalty: 5533.351562
	Iteration 74Q: 3 clusters Score -7020319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66544 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -7020325.000000 Penalty: 5533.351562
	Iteration 75Q: 3 clusters Score -7020325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66544 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -7020325.000000 Penalty: 5533.351562
	Iteration 76F: 3 clusters Score -7020325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Entering Unmasked Estep 
Score: -4223740.500000 Penalty: 2644.802734
	Iteration 0F: 2 clusters Score -4223740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -4194815.000000 Penalty: 5289.605469
	Iteration 0F: 3 clusters Score -4194815 nChanged 19652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -4205930.000000 Penalty: 5289.605469
	Iteration 1F: 3 clusters Score -4205930 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -4206710.500000 Penalty: 5289.605469
	Iteration 2Q: 3 clusters Score -4206710 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -4207660.500000 Penalty: 5289.605469
	Iteration 3Q: 3 clusters Score -4207660 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -4208778.500000 Penalty: 5289.605469
	Iteration 4F: 3 clusters Score -4208778 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -4210095.500000 Penalty: 5289.605469
	Iteration 5F: 3 clusters Score -4210096 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -4211732.500000 Penalty: 5289.605469
	Iteration 6F: 3 clusters Score -4211732 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4213550.000000 Penalty: 5289.605469
	Iteration 7F: 3 clusters Score -4213550 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -4215389.000000 Penalty: 5289.605469
	Iteration 8F: 3 clusters Score -4215389 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -4217019.000000 Penalty: 5289.605469
	Iteration 9Q: 3 clusters Score -4217019 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -4218323.500000 Penalty: 5289.605469
	Iteration 10Q: 3 clusters Score -4218324 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -4219139.500000 Penalty: 5289.605469
	Iteration 11Q: 3 clusters Score -4219140 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -4219701.000000 Penalty: 5289.605469
	Iteration 12Q: 3 clusters Score -4219701 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -4220113.500000 Penalty: 5289.605469
	Iteration 13Q: 3 clusters Score -4220114 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -4220442.000000 Penalty: 5289.605469
	Iteration 14Q: 3 clusters Score -4220442 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -4220711.500000 Penalty: 5289.605469
	Iteration 15Q: 3 clusters Score -4220712 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -4220940.000000 Penalty: 5289.605469
	Iteration 16Q: 3 clusters Score -4220940 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -4221124.000000 Penalty: 5289.605469
	Iteration 17Q: 3 clusters Score -4221124 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -4221252.500000 Penalty: 5289.605469
	Iteration 18Q: 3 clusters Score -4221252 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -4221360.000000 Penalty: 5289.605469
	Iteration 19Q: 3 clusters Score -4221360 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -4221460.000000 Penalty: 5289.605469
	Iteration 20F: 3 clusters Score -4221460 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -4221545.500000 Penalty: 5289.605469
	Iteration 21Q: 3 clusters Score -4221546 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -4221609.500000 Penalty: 5289.605469
	Iteration 22Q: 3 clusters Score -4221610 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -4221687.500000 Penalty: 5289.605469
	Iteration 23Q: 3 clusters Score -4221688 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -4221733.000000 Penalty: 5289.605469
	Iteration 24Q: 3 clusters Score -4221733 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -4221788.000000 Penalty: 5289.605469
	Iteration 25Q: 3 clusters Score -4221788 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -4221835.500000 Penalty: 5289.605469
	Iteration 26Q: 3 clusters Score -4221836 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -4221856.500000 Penalty: 5289.605469
	Iteration 27Q: 3 clusters Score -4221856 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -4221890.000000 Penalty: 5289.605469
	Iteration 28Q: 3 clusters Score -4221890 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -4221910.000000 Penalty: 5289.605469
	Iteration 29Q: 3 clusters Score -4221910 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -4221931.500000 Penalty: 5289.605469
	Iteration 30Q: 3 clusters Score -4221932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -4221947.000000 Penalty: 5289.605469
	Iteration 31Q: 3 clusters Score -4221947 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -4221961.500000 Penalty: 5289.605469
	Iteration 32Q: 3 clusters Score -4221962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -4221972.000000 Penalty: 5289.605469
	Iteration 33Q: 3 clusters Score -4221972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -4221994.000000 Penalty: 5289.605469
	Iteration 34Q: 3 clusters Score -4221994 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -4222016.000000 Penalty: 5289.605469
	Iteration 35Q: 3 clusters Score -4222016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -4222022.000000 Penalty: 5289.605469
	Iteration 36Q: 3 clusters Score -4222022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -4222043.000000 Penalty: 5289.605469
	Iteration 37Q: 3 clusters Score -4222043 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -4222050.000000 Penalty: 5289.605469
	Iteration 38Q: 3 clusters Score -4222050 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -4222063.500000 Penalty: 5289.605469
	Iteration 39Q: 3 clusters Score -4222064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -4222083.000000 Penalty: 5289.605469
	Iteration 40F: 3 clusters Score -4222083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -4222094.000000 Penalty: 5289.605469
	Iteration 41Q: 3 clusters Score -4222094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -4222103.500000 Penalty: 5289.605469
	Iteration 42Q: 3 clusters Score -4222104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -4222115.500000 Penalty: 5289.605469
	Iteration 43Q: 3 clusters Score -4222116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -4222115.000000 Penalty: 5289.605469
	Iteration 44Q: 3 clusters Score -4222115 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -4222126.500000 Penalty: 5289.605469
	Iteration 45Q: 3 clusters Score -4222126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -4222136.000000 Penalty: 5289.605469
	Iteration 46Q: 3 clusters Score -4222136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -4222143.000000 Penalty: 5289.605469
	Iteration 47Q: 3 clusters Score -4222143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -4222159.000000 Penalty: 5289.605469
	Iteration 48Q: 3 clusters Score -4222159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -4222174.500000 Penalty: 5289.605469
	Iteration 49Q: 3 clusters Score -4222174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -4222187.500000 Penalty: 5289.605469
	Iteration 50Q: 3 clusters Score -4222188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -4222209.000000 Penalty: 5289.605469
	Iteration 51Q: 3 clusters Score -4222209 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -4222224.500000 Penalty: 5289.605469
	Iteration 52Q: 3 clusters Score -4222224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -4222227.000000 Penalty: 5289.605469
	Iteration 53Q: 3 clusters Score -4222227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -4222257.000000 Penalty: 5289.605469
	Iteration 54Q: 3 clusters Score -4222257 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -4222265.000000 Penalty: 5289.605469
	Iteration 55Q: 3 clusters Score -4222265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -4222268.500000 Penalty: 5289.605469
	Iteration 56Q: 3 clusters Score -4222268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -4222287.000000 Penalty: 5289.605469
	Iteration 57Q: 3 clusters Score -4222287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -4222319.000000 Penalty: 5289.605469
	Iteration 58Q: 3 clusters Score -4222319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -4222325.500000 Penalty: 5289.605469
	Iteration 59Q: 3 clusters Score -4222326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -4222339.000000 Penalty: 5289.605469
	Iteration 60F: 3 clusters Score -4222339 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -4222352.000000 Penalty: 5289.605469
	Iteration 61Q: 3 clusters Score -4222352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -4222371.500000 Penalty: 5289.605469
	Iteration 62Q: 3 clusters Score -4222372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -4222406.000000 Penalty: 5289.605469
	Iteration 63Q: 3 clusters Score -4222406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -4222452.500000 Penalty: 5289.605469
	Iteration 64Q: 3 clusters Score -4222452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -4222479.500000 Penalty: 5289.605469
	Iteration 65Q: 3 clusters Score -4222480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -4222489.500000 Penalty: 5289.605469
	Iteration 66Q: 3 clusters Score -4222490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -4222510.500000 Penalty: 5289.605469
	Iteration 67Q: 3 clusters Score -4222510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -4222544.500000 Penalty: 5289.605469
	Iteration 68Q: 3 clusters Score -4222544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -4222565.500000 Penalty: 5289.605469
	Iteration 69Q: 3 clusters Score -4222566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -4222578.500000 Penalty: 5289.605469
	Iteration 70Q: 3 clusters Score -4222578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -4222590.500000 Penalty: 5289.605469
	Iteration 71Q: 3 clusters Score -4222590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -4222592.500000 Penalty: 5289.605469
	Iteration 72Q: 3 clusters Score -4222592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -4222601.500000 Penalty: 5289.605469
	Iteration 73Q: 3 clusters Score -4222602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -4222616.000000 Penalty: 5289.605469
	Iteration 74Q: 3 clusters Score -4222616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -4222623.000000 Penalty: 5289.605469
	Iteration 75Q: 3 clusters Score -4222623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -4222624.000000 Penalty: 5289.605469
	Iteration 76Q: 3 clusters Score -4222624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -4222624.000000 Penalty: 5289.605469
	Iteration 77Q: 3 clusters Score -4222624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -4222621.500000 Penalty: 5289.605469
	Iteration 78Q: 3 clusters Score -4222622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -4222632.500000 Penalty: 5289.605469
	Iteration 79Q: 3 clusters Score -4222632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -4222633.000000 Penalty: 5289.605469
	Iteration 80F: 3 clusters Score -4222633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -4222632.500000 Penalty: 5289.605469
	Iteration 81Q: 3 clusters Score -4222632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -4222632.000000 Penalty: 5289.605469
	Iteration 82Q: 3 clusters Score -4222632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -4222632.000000 Penalty: 5289.605469
	Iteration 83F: 3 clusters Score -4222632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Entering Unmasked Estep 
Score: -491017.531250 Penalty: 2129.043457
	Iteration 0F: 2 clusters Score -491017.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -486381.187500 Penalty: 4258.086914
	Iteration 0F: 3 clusters Score -486381.2 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -487993.968750 Penalty: 4258.086914
	Iteration 1F: 3 clusters Score -487994 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -488880.937500 Penalty: 4258.086914
	Iteration 2F: 3 clusters Score -488880.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -489580.250000 Penalty: 4258.086914
	Iteration 3F: 3 clusters Score -489580.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -489971.437500 Penalty: 4258.086914
	Iteration 4F: 3 clusters Score -489971.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -490140.843750 Penalty: 4258.086914
	Iteration 5Q: 3 clusters Score -490140.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -490240.531250 Penalty: 4258.086914
	Iteration 6Q: 3 clusters Score -490240.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -490320.156250 Penalty: 4258.086914
	Iteration 7Q: 3 clusters Score -490320.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -490383.781250 Penalty: 4258.086914
	Iteration 8Q: 3 clusters Score -490383.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -490435.031250 Penalty: 4258.086914
	Iteration 9Q: 3 clusters Score -490435 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -490481.531250 Penalty: 4258.086914
	Iteration 10Q: 3 clusters Score -490481.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -490541.062500 Penalty: 4258.086914
	Iteration 11Q: 3 clusters Score -490541.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -490594.656250 Penalty: 4258.086914
	Iteration 12Q: 3 clusters Score -490594.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -490713.312500 Penalty: 4258.086914
	Iteration 13Q: 3 clusters Score -490713.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -490938.625000 Penalty: 4258.086914
	Iteration 14Q: 3 clusters Score -490938.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -491139.187500 Penalty: 4258.086914
	Iteration 15Q: 3 clusters Score -491139.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -491245.031250 Penalty: 4258.086914
	Iteration 16Q: 3 clusters Score -491245 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -491295.312500 Penalty: 4258.086914
	Iteration 17Q: 3 clusters Score -491295.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -491322.875000 Penalty: 4258.086914
	Iteration 18Q: 3 clusters Score -491322.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -491349.468750 Penalty: 4258.086914
	Iteration 19Q: 3 clusters Score -491349.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -491366.500000 Penalty: 4258.086914
	Iteration 20F: 3 clusters Score -491366.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -491376.281250 Penalty: 4258.086914
	Iteration 21Q: 3 clusters Score -491376.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -491386.031250 Penalty: 4258.086914
	Iteration 22Q: 3 clusters Score -491386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -491393.687500 Penalty: 4258.086914
	Iteration 23Q: 3 clusters Score -491393.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -491395.343750 Penalty: 4258.086914
	Iteration 24Q: 3 clusters Score -491395.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -491398.000000 Penalty: 4258.086914
	Iteration 25Q: 3 clusters Score -491398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -491402.218750 Penalty: 4258.086914
	Iteration 26Q: 3 clusters Score -491402.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -491403.156250 Penalty: 4258.086914
	Iteration 27Q: 3 clusters Score -491403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -491404.125000 Penalty: 4258.086914
	Iteration 28Q: 3 clusters Score -491404.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -491405.093750 Penalty: 4258.086914
	Iteration 29Q: 3 clusters Score -491405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -491406.031250 Penalty: 4258.086914
	Iteration 30Q: 3 clusters Score -491406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -491405.062500 Penalty: 4258.086914
	Iteration 31Q: 3 clusters Score -491405.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -491405.062500 Penalty: 4258.086914
	Iteration 32F: 3 clusters Score -491405.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 215160 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 296217 members 
Mstep: Class 4 contains 16100 members 
Mstep: Class 5 contains 15755 members 
Mstep: Class 6 contains 9397 members 
Mstep: Class 7 contains 69979 members 
Mstep: Class 8 contains 42810 members 
Mstep: Class 9 contains 2602 members 
Mstep: Class 10 contains 19279 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 5472 members 
Mstep: Class 14 contains 18088 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 101151 members 
Mstep: Class 17 contains 12849 members 
Mstep: Class 18 contains 50827 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 113588 members 
Mstep: Class 21 contains 15506 members 
Mstep: Class 22 contains 147597 members 
Mstep: Class 23 contains 38782 members 
Mstep: Class 24 contains 223406 members 
Mstep: Class 25 contains 16838 members 
Mstep: Class 26 contains 33081 members 
Mstep: Class 27 contains 27529 members 
Mstep: Class 28 contains 7837 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 2748 members 
Entering Unmasked Estep 
Score: -157126288.000000 Penalty: 106369.406250
Splitting cluster 9 changes total score from -157127024.000000 to -157126288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (19279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Entering Unmasked Estep 
Score: -1976556.625000 Penalty: 2446.959473
	Iteration 0F: 2 clusters Score -1976557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1963016.125000 Penalty: 4893.918945
	Iteration 0F: 3 clusters Score -1963016 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1967580.750000 Penalty: 4893.918945
	Iteration 1F: 3 clusters Score -1967581 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1968068.250000 Penalty: 4893.918945
	Iteration 2F: 3 clusters Score -1968068 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1968527.500000 Penalty: 4893.918945
	Iteration 3F: 3 clusters Score -1968528 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1968995.500000 Penalty: 4893.918945
	Iteration 4F: 3 clusters Score -1968996 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1969453.375000 Penalty: 4893.918945
	Iteration 5Q: 3 clusters Score -1969453 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1970020.000000 Penalty: 4893.918945
	Iteration 6Q: 3 clusters Score -1970020 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1970656.500000 Penalty: 4893.918945
	Iteration 7F: 3 clusters Score -1970656 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1971513.625000 Penalty: 4893.918945
	Iteration 8F: 3 clusters Score -1971514 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1972376.000000 Penalty: 4893.918945
	Iteration 9F: 3 clusters Score -1972376 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1972957.000000 Penalty: 4893.918945
	Iteration 10Q: 3 clusters Score -1972957 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1973190.625000 Penalty: 4893.918945
	Iteration 11Q: 3 clusters Score -1973191 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1973315.375000 Penalty: 4893.918945
	Iteration 12Q: 3 clusters Score -1973315 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1973383.750000 Penalty: 4893.918945
	Iteration 13Q: 3 clusters Score -1973384 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1973442.000000 Penalty: 4893.918945
	Iteration 14Q: 3 clusters Score -1973442 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1973488.250000 Penalty: 4893.918945
	Iteration 15Q: 3 clusters Score -1973488 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1973532.125000 Penalty: 4893.918945
	Iteration 16Q: 3 clusters Score -1973532 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1973576.000000 Penalty: 4893.918945
	Iteration 17Q: 3 clusters Score -1973576 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1973617.250000 Penalty: 4893.918945
	Iteration 18Q: 3 clusters Score -1973617 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1973649.875000 Penalty: 4893.918945
	Iteration 19Q: 3 clusters Score -1973650 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1973681.125000 Penalty: 4893.918945
	Iteration 20F: 3 clusters Score -1973681 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1973719.625000 Penalty: 4893.918945
	Iteration 21Q: 3 clusters Score -1973720 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1973756.500000 Penalty: 4893.918945
	Iteration 22Q: 3 clusters Score -1973756 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1973785.875000 Penalty: 4893.918945
	Iteration 23Q: 3 clusters Score -1973786 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1973818.125000 Penalty: 4893.918945
	Iteration 24Q: 3 clusters Score -1973818 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1973843.500000 Penalty: 4893.918945
	Iteration 25Q: 3 clusters Score -1973844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1973872.500000 Penalty: 4893.918945
	Iteration 26Q: 3 clusters Score -1973872 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1973890.625000 Penalty: 4893.918945
	Iteration 27Q: 3 clusters Score -1973891 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1973913.000000 Penalty: 4893.918945
	Iteration 28Q: 3 clusters Score -1973913 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1973929.500000 Penalty: 4893.918945
	Iteration 29Q: 3 clusters Score -1973930 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1973938.250000 Penalty: 4893.918945
	Iteration 30Q: 3 clusters Score -1973938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1973955.750000 Penalty: 4893.918945
	Iteration 31Q: 3 clusters Score -1973956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1973964.500000 Penalty: 4893.918945
	Iteration 32Q: 3 clusters Score -1973964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1973972.750000 Penalty: 4893.918945
	Iteration 33Q: 3 clusters Score -1973973 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1973976.500000 Penalty: 4893.918945
	Iteration 34Q: 3 clusters Score -1973976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1973982.375000 Penalty: 4893.918945
	Iteration 35Q: 3 clusters Score -1973982 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1973996.500000 Penalty: 4893.918945
	Iteration 36Q: 3 clusters Score -1973996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1974004.750000 Penalty: 4893.918945
	Iteration 37Q: 3 clusters Score -1974005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1974013.500000 Penalty: 4893.918945
	Iteration 38Q: 3 clusters Score -1974014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1974024.250000 Penalty: 4893.918945
	Iteration 39Q: 3 clusters Score -1974024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1974037.250000 Penalty: 4893.918945
	Iteration 40F: 3 clusters Score -1974037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1974044.250000 Penalty: 4893.918945
	Iteration 41Q: 3 clusters Score -1974044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1974054.750000 Penalty: 4893.918945
	Iteration 42Q: 3 clusters Score -1974055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1974064.875000 Penalty: 4893.918945
	Iteration 43Q: 3 clusters Score -1974065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1974071.500000 Penalty: 4893.918945
	Iteration 44Q: 3 clusters Score -1974072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1974076.250000 Penalty: 4893.918945
	Iteration 45Q: 3 clusters Score -1974076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1974083.000000 Penalty: 4893.918945
	Iteration 46Q: 3 clusters Score -1974083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1974089.875000 Penalty: 4893.918945
	Iteration 47Q: 3 clusters Score -1974090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1974102.500000 Penalty: 4893.918945
	Iteration 48Q: 3 clusters Score -1974102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1974105.625000 Penalty: 4893.918945
	Iteration 49Q: 3 clusters Score -1974106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1974116.750000 Penalty: 4893.918945
	Iteration 50Q: 3 clusters Score -1974117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1974126.500000 Penalty: 4893.918945
	Iteration 51Q: 3 clusters Score -1974126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1974132.625000 Penalty: 4893.918945
	Iteration 52Q: 3 clusters Score -1974133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1974138.750000 Penalty: 4893.918945
	Iteration 53Q: 3 clusters Score -1974139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1974144.375000 Penalty: 4893.918945
	Iteration 54Q: 3 clusters Score -1974144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1974160.625000 Penalty: 4893.918945
	Iteration 55Q: 3 clusters Score -1974161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1974171.375000 Penalty: 4893.918945
	Iteration 56Q: 3 clusters Score -1974171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1974191.500000 Penalty: 4893.918945
	Iteration 57Q: 3 clusters Score -1974192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1974205.500000 Penalty: 4893.918945
	Iteration 58Q: 3 clusters Score -1974206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1974212.500000 Penalty: 4893.918945
	Iteration 59Q: 3 clusters Score -1974212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1974220.625000 Penalty: 4893.918945
	Iteration 60F: 3 clusters Score -1974221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1974234.625000 Penalty: 4893.918945
	Iteration 61Q: 3 clusters Score -1974235 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1974249.875000 Penalty: 4893.918945
	Iteration 62Q: 3 clusters Score -1974250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1974261.000000 Penalty: 4893.918945
	Iteration 63Q: 3 clusters Score -1974261 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1974264.750000 Penalty: 4893.918945
	Iteration 64Q: 3 clusters Score -1974265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1974275.875000 Penalty: 4893.918945
	Iteration 65Q: 3 clusters Score -1974276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1974283.000000 Penalty: 4893.918945
	Iteration 66Q: 3 clusters Score -1974283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1974287.250000 Penalty: 4893.918945
	Iteration 67Q: 3 clusters Score -1974287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1974294.500000 Penalty: 4893.918945
	Iteration 68Q: 3 clusters Score -1974294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1974299.625000 Penalty: 4893.918945
	Iteration 69Q: 3 clusters Score -1974300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1974302.875000 Penalty: 4893.918945
	Iteration 70Q: 3 clusters Score -1974303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1974312.000000 Penalty: 4893.918945
	Iteration 71Q: 3 clusters Score -1974312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1974325.625000 Penalty: 4893.918945
	Iteration 72Q: 3 clusters Score -1974326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1974330.625000 Penalty: 4893.918945
	Iteration 73Q: 3 clusters Score -1974331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1974341.250000 Penalty: 4893.918945
	Iteration 74Q: 3 clusters Score -1974341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1974347.625000 Penalty: 4893.918945
	Iteration 75Q: 3 clusters Score -1974348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1974355.500000 Penalty: 4893.918945
	Iteration 76Q: 3 clusters Score -1974356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1974366.125000 Penalty: 4893.918945
	Iteration 77Q: 3 clusters Score -1974366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1974377.125000 Penalty: 4893.918945
	Iteration 78Q: 3 clusters Score -1974377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1974385.250000 Penalty: 4893.918945
	Iteration 79Q: 3 clusters Score -1974385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1974397.375000 Penalty: 4893.918945
	Iteration 80F: 3 clusters Score -1974397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1974401.750000 Penalty: 4893.918945
	Iteration 81Q: 3 clusters Score -1974402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1974403.000000 Penalty: 4893.918945
	Iteration 82Q: 3 clusters Score -1974403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1974413.750000 Penalty: 4893.918945
	Iteration 83Q: 3 clusters Score -1974414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1974417.625000 Penalty: 4893.918945
	Iteration 84Q: 3 clusters Score -1974418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1974425.250000 Penalty: 4893.918945
	Iteration 85Q: 3 clusters Score -1974425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1974427.250000 Penalty: 4893.918945
	Iteration 86Q: 3 clusters Score -1974427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1974432.750000 Penalty: 4893.918945
	Iteration 87Q: 3 clusters Score -1974433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1974437.375000 Penalty: 4893.918945
	Iteration 88Q: 3 clusters Score -1974437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1974446.000000 Penalty: 4893.918945
	Iteration 89Q: 3 clusters Score -1974446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1974451.625000 Penalty: 4893.918945
	Iteration 90Q: 3 clusters Score -1974452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1974460.625000 Penalty: 4893.918945
	Iteration 91Q: 3 clusters Score -1974461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1974458.250000 Penalty: 4893.918945
	Iteration 92Q: 3 clusters Score -1974458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1974466.000000 Penalty: 4893.918945
	Iteration 93Q: 3 clusters Score -1974466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1974474.000000 Penalty: 4893.918945
	Iteration 94Q: 3 clusters Score -1974474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1974482.125000 Penalty: 4893.918945
	Iteration 95Q: 3 clusters Score -1974482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1974485.000000 Penalty: 4893.918945
	Iteration 96Q: 3 clusters Score -1974485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1974491.000000 Penalty: 4893.918945
	Iteration 97Q: 3 clusters Score -1974491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1974498.500000 Penalty: 4893.918945
	Iteration 98Q: 3 clusters Score -1974498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1974501.750000 Penalty: 4893.918945
	Iteration 99Q: 3 clusters Score -1974502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1974508.500000 Penalty: 4893.918945
	Iteration 100F: 3 clusters Score -1974508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1974517.125000 Penalty: 4893.918945
	Iteration 101Q: 3 clusters Score -1974517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1974524.625000 Penalty: 4893.918945
	Iteration 102Q: 3 clusters Score -1974525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1974532.750000 Penalty: 4893.918945
	Iteration 103Q: 3 clusters Score -1974533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1974536.125000 Penalty: 4893.918945
	Iteration 104Q: 3 clusters Score -1974536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1974533.375000 Penalty: 4893.918945
	Iteration 105Q: 3 clusters Score -1974533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1974533.125000 Penalty: 4893.918945
	Iteration 106Q: 3 clusters Score -1974533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1974538.250000 Penalty: 4893.918945
	Iteration 107Q: 3 clusters Score -1974538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1974541.000000 Penalty: 4893.918945
	Iteration 108Q: 3 clusters Score -1974541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1974544.125000 Penalty: 4893.918945
	Iteration 109Q: 3 clusters Score -1974544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1974543.250000 Penalty: 4893.918945
	Iteration 110Q: 3 clusters Score -1974543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1974543.250000 Penalty: 4893.918945
	Iteration 111F: 3 clusters Score -1974543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Entering Unmasked Estep 
Score: -417128.437500 Penalty: 2078.978027
	Iteration 0F: 2 clusters Score -417128.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -413031.156250 Penalty: 4157.956055
	Iteration 0F: 3 clusters Score -413031.2 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -414082.875000 Penalty: 4157.956055
	Iteration 1F: 3 clusters Score -414082.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -414392.312500 Penalty: 4157.956055
	Iteration 2F: 3 clusters Score -414392.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -414634.812500 Penalty: 4157.956055
	Iteration 3F: 3 clusters Score -414634.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -414892.843750 Penalty: 4157.956055
	Iteration 4F: 3 clusters Score -414892.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -415081.218750 Penalty: 4157.956055
	Iteration 5F: 3 clusters Score -415081.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -415258.156250 Penalty: 4157.956055
	Iteration 6Q: 3 clusters Score -415258.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -415422.406250 Penalty: 4157.956055
	Iteration 7Q: 3 clusters Score -415422.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -415568.093750 Penalty: 4157.956055
	Iteration 8Q: 3 clusters Score -415568.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -415672.531250 Penalty: 4157.956055
	Iteration 9Q: 3 clusters Score -415672.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -415736.187500 Penalty: 4157.956055
	Iteration 10Q: 3 clusters Score -415736.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -415774.656250 Penalty: 4157.956055
	Iteration 11Q: 3 clusters Score -415774.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -415794.937500 Penalty: 4157.956055
	Iteration 12Q: 3 clusters Score -415794.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -415815.406250 Penalty: 4157.956055
	Iteration 13Q: 3 clusters Score -415815.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -415832.000000 Penalty: 4157.956055
	Iteration 14Q: 3 clusters Score -415832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -415846.000000 Penalty: 4157.956055
	Iteration 15Q: 3 clusters Score -415846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -415853.718750 Penalty: 4157.956055
	Iteration 16Q: 3 clusters Score -415853.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -415858.468750 Penalty: 4157.956055
	Iteration 17Q: 3 clusters Score -415858.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -415865.562500 Penalty: 4157.956055
	Iteration 18Q: 3 clusters Score -415865.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -415874.593750 Penalty: 4157.956055
	Iteration 19Q: 3 clusters Score -415874.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -415880.906250 Penalty: 4157.956055
	Iteration 20F: 3 clusters Score -415880.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -415890.500000 Penalty: 4157.956055
	Iteration 21Q: 3 clusters Score -415890.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -415901.125000 Penalty: 4157.956055
	Iteration 22Q: 3 clusters Score -415901.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -415911.718750 Penalty: 4157.956055
	Iteration 23Q: 3 clusters Score -415911.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -415914.000000 Penalty: 4157.956055
	Iteration 24Q: 3 clusters Score -415914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -415917.562500 Penalty: 4157.956055
	Iteration 25Q: 3 clusters Score -415917.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -415921.156250 Penalty: 4157.956055
	Iteration 26Q: 3 clusters Score -415921.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -415924.031250 Penalty: 4157.956055
	Iteration 27Q: 3 clusters Score -415924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -415926.031250 Penalty: 4157.956055
	Iteration 28Q: 3 clusters Score -415926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -415927.187500 Penalty: 4157.956055
	Iteration 29Q: 3 clusters Score -415927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -415927.187500 Penalty: 4157.956055
	Iteration 30Q: 3 clusters Score -415927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -415927.687500 Penalty: 4157.956055
	Iteration 31Q: 3 clusters Score -415927.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -415928.187500 Penalty: 4157.956055
	Iteration 32Q: 3 clusters Score -415928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -415929.656250 Penalty: 4157.956055
	Iteration 33Q: 3 clusters Score -415929.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -415930.812500 Penalty: 4157.956055
	Iteration 34Q: 3 clusters Score -415930.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -415932.406250 Penalty: 4157.956055
	Iteration 35Q: 3 clusters Score -415932.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -415933.250000 Penalty: 4157.956055
	Iteration 36Q: 3 clusters Score -415933.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -415933.250000 Penalty: 4157.956055
	Iteration 37F: 3 clusters Score -415933.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Entering Unmasked Estep 
Score: -7662688.500000 Penalty: 2785.577148
	Iteration 0F: 2 clusters Score -7662688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -7612161.500000 Penalty: 5571.154297
	Iteration 0F: 3 clusters Score -7612162 nChanged 35434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -7631836.500000 Penalty: 5571.154297
	Iteration 1F: 3 clusters Score -7631836 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -7632636.500000 Penalty: 5571.154297
	Iteration 2Q: 3 clusters Score -7632636 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -7633565.000000 Penalty: 5571.154297
	Iteration 3Q: 3 clusters Score -7633565 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -7634953.000000 Penalty: 5571.154297
	Iteration 4Q: 3 clusters Score -7634953 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -7637184.000000 Penalty: 5571.154297
	Iteration 5F: 3 clusters Score -7637184 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -7641002.500000 Penalty: 5571.154297
	Iteration 6F: 3 clusters Score -7641002 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -7646697.000000 Penalty: 5571.154297
	Iteration 7F: 3 clusters Score -7646697 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -7652908.000000 Penalty: 5571.154297
	Iteration 8F: 3 clusters Score -7652908 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -7657272.500000 Penalty: 5571.154297
	Iteration 9F: 3 clusters Score -7657272 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 74353 members 
Entering Unmasked Estep 
Score: -7659195.000000 Penalty: 5571.154297
	Iteration 10Q: 3 clusters Score -7659195 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 74965 members 
Entering Unmasked Estep 
Score: -7659795.500000 Penalty: 5571.154297
	Iteration 11Q: 3 clusters Score -7659796 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -7660031.500000 Penalty: 5571.154297
	Iteration 12Q: 3 clusters Score -7660032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
Score: -7660117.500000 Penalty: 5571.154297
	Iteration 13Q: 3 clusters Score -7660118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -7660163.500000 Penalty: 5571.154297
	Iteration 14Q: 3 clusters Score -7660164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -7660179.500000 Penalty: 5571.154297
	Iteration 15Q: 3 clusters Score -7660180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -7660186.500000 Penalty: 5571.154297
	Iteration 16Q: 3 clusters Score -7660186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -7660204.000000 Penalty: 5571.154297
	Iteration 17Q: 3 clusters Score -7660204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 75253 members 
Entering Unmasked Estep 
Score: -7660209.000000 Penalty: 5571.154297
	Iteration 18Q: 3 clusters Score -7660209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 75253 members 
Entering Unmasked Estep 
Score: -7660216.000000 Penalty: 5571.154297
	Iteration 19Q: 3 clusters Score -7660216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -7660223.500000 Penalty: 5571.154297
	Iteration 20F: 3 clusters Score -7660224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -7660225.000000 Penalty: 5571.154297
	Iteration 21Q: 3 clusters Score -7660225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -7660231.500000 Penalty: 5571.154297
	Iteration 22Q: 3 clusters Score -7660232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -7660230.500000 Penalty: 5571.154297
	Iteration 23Q: 3 clusters Score -7660230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -7660230.500000 Penalty: 5571.154297
	Iteration 24F: 3 clusters Score -7660230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Entering Unmasked Estep 
Score: -522142.906250 Penalty: 2134.635010
	Iteration 0F: 2 clusters Score -522142.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -517389.187500 Penalty: 4269.270020
	Iteration 0F: 3 clusters Score -517389.2 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -518585.687500 Penalty: 4269.270020
	Iteration 1F: 3 clusters Score -518585.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -518862.093750 Penalty: 4269.270020
	Iteration 2F: 3 clusters Score -518862.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -519132.718750 Penalty: 4269.270020
	Iteration 3F: 3 clusters Score -519132.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -519388.343750 Penalty: 4269.270020
	Iteration 4F: 3 clusters Score -519388.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -519663.093750 Penalty: 4269.270020
	Iteration 5F: 3 clusters Score -519663.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -519967.562500 Penalty: 4269.270020
	Iteration 6F: 3 clusters Score -519967.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -520263.406250 Penalty: 4269.270020
	Iteration 7F: 3 clusters Score -520263.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -520472.312500 Penalty: 4269.270020
	Iteration 8Q: 3 clusters Score -520472.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -520627.250000 Penalty: 4269.270020
	Iteration 9Q: 3 clusters Score -520627.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -520749.375000 Penalty: 4269.270020
	Iteration 10Q: 3 clusters Score -520749.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -520834.906250 Penalty: 4269.270020
	Iteration 11Q: 3 clusters Score -520834.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -520884.343750 Penalty: 4269.270020
	Iteration 12Q: 3 clusters Score -520884.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -520917.312500 Penalty: 4269.270020
	Iteration 13Q: 3 clusters Score -520917.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -520939.531250 Penalty: 4269.270020
	Iteration 14Q: 3 clusters Score -520939.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -520963.562500 Penalty: 4269.270020
	Iteration 15Q: 3 clusters Score -520963.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -520984.375000 Penalty: 4269.270020
	Iteration 16Q: 3 clusters Score -520984.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -521005.218750 Penalty: 4269.270020
	Iteration 17Q: 3 clusters Score -521005.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -521026.281250 Penalty: 4269.270020
	Iteration 18Q: 3 clusters Score -521026.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -521041.750000 Penalty: 4269.270020
	Iteration 19Q: 3 clusters Score -521041.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -521062.937500 Penalty: 4269.270020
	Iteration 20F: 3 clusters Score -521062.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -521086.125000 Penalty: 4269.270020
	Iteration 21Q: 3 clusters Score -521086.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -521101.593750 Penalty: 4269.270020
	Iteration 22Q: 3 clusters Score -521101.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -521117.125000 Penalty: 4269.270020
	Iteration 23Q: 3 clusters Score -521117.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -521131.500000 Penalty: 4269.270020
	Iteration 24Q: 3 clusters Score -521131.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -521146.187500 Penalty: 4269.270020
	Iteration 25Q: 3 clusters Score -521146.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -521161.093750 Penalty: 4269.270020
	Iteration 26Q: 3 clusters Score -521161.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -521176.656250 Penalty: 4269.270020
	Iteration 27Q: 3 clusters Score -521176.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -521195.062500 Penalty: 4269.270020
	Iteration 28Q: 3 clusters Score -521195.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -521216.843750 Penalty: 4269.270020
	Iteration 29Q: 3 clusters Score -521216.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -521250.156250 Penalty: 4269.270020
	Iteration 30Q: 3 clusters Score -521250.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -521285.531250 Penalty: 4269.270020
	Iteration 31Q: 3 clusters Score -521285.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -521343.375000 Penalty: 4269.270020
	Iteration 32Q: 3 clusters Score -521343.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -521404.468750 Penalty: 4269.270020
	Iteration 33Q: 3 clusters Score -521404.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -521490.968750 Penalty: 4269.270020
	Iteration 34Q: 3 clusters Score -521491 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -521583.656250 Penalty: 4269.270020
	Iteration 35Q: 3 clusters Score -521583.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -521652.875000 Penalty: 4269.270020
	Iteration 36Q: 3 clusters Score -521652.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -521697.281250 Penalty: 4269.270020
	Iteration 37Q: 3 clusters Score -521697.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -521720.031250 Penalty: 4269.270020
	Iteration 38Q: 3 clusters Score -521720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -521733.031250 Penalty: 4269.270020
	Iteration 39Q: 3 clusters Score -521733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -521740.156250 Penalty: 4269.270020
	Iteration 40F: 3 clusters Score -521740.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -521741.531250 Penalty: 4269.270020
	Iteration 41Q: 3 clusters Score -521741.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -521745.531250 Penalty: 4269.270020
	Iteration 42Q: 3 clusters Score -521745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -521746.625000 Penalty: 4269.270020
	Iteration 43Q: 3 clusters Score -521746.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -521746.718750 Penalty: 4269.270020
	Iteration 44Q: 3 clusters Score -521746.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -521747.187500 Penalty: 4269.270020
	Iteration 45Q: 3 clusters Score -521747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -521748.156250 Penalty: 4269.270020
	Iteration 46Q: 3 clusters Score -521748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -521748.750000 Penalty: 4269.270020
	Iteration 47Q: 3 clusters Score -521748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -521749.250000 Penalty: 4269.270020
	Iteration 48Q: 3 clusters Score -521749.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -521750.281250 Penalty: 4269.270020
	Iteration 49Q: 3 clusters Score -521750.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -521750.281250 Penalty: 4269.270020
	Iteration 50F: 3 clusters Score -521750.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Entering Unmasked Estep 
Score: -1832289.000000 Penalty: 2431.145020
	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 8966 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1819476.375000 Penalty: 4862.290039
	Iteration 0F: 3 clusters Score -1819476 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1823661.875000 Penalty: 4862.290039
	Iteration 1F: 3 clusters Score -1823662 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1824104.625000 Penalty: 4862.290039
	Iteration 2F: 3 clusters Score -1824105 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1824505.125000 Penalty: 4862.290039
	Iteration 3F: 3 clusters Score -1824505 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1824879.625000 Penalty: 4862.290039
	Iteration 4Q: 3 clusters Score -1824880 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1825198.500000 Penalty: 4862.290039
	Iteration 5Q: 3 clusters Score -1825198 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1825485.125000 Penalty: 4862.290039
	Iteration 6Q: 3 clusters Score -1825485 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1825745.750000 Penalty: 4862.290039
	Iteration 7Q: 3 clusters Score -1825746 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1826012.375000 Penalty: 4862.290039
	Iteration 8Q: 3 clusters Score -1826012 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1826296.250000 Penalty: 4862.290039
	Iteration 9Q: 3 clusters Score -1826296 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1826588.125000 Penalty: 4862.290039
	Iteration 10Q: 3 clusters Score -1826588 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1826941.875000 Penalty: 4862.290039
	Iteration 11Q: 3 clusters Score -1826942 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1827278.750000 Penalty: 4862.290039
	Iteration 12Q: 3 clusters Score -1827279 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1827668.875000 Penalty: 4862.290039
	Iteration 13Q: 3 clusters Score -1827669 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1828060.625000 Penalty: 4862.290039
	Iteration 14Q: 3 clusters Score -1828061 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1828395.875000 Penalty: 4862.290039
	Iteration 15Q: 3 clusters Score -1828396 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1828651.125000 Penalty: 4862.290039
	Iteration 16Q: 3 clusters Score -1828651 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1828864.000000 Penalty: 4862.290039
	Iteration 17Q: 3 clusters Score -1828864 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1829080.125000 Penalty: 4862.290039
	Iteration 18Q: 3 clusters Score -1829080 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1829279.875000 Penalty: 4862.290039
	Iteration 19Q: 3 clusters Score -1829280 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1829443.500000 Penalty: 4862.290039
	Iteration 20F: 3 clusters Score -1829444 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1829581.875000 Penalty: 4862.290039
	Iteration 21Q: 3 clusters Score -1829582 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1829686.000000 Penalty: 4862.290039
	Iteration 22Q: 3 clusters Score -1829686 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1829770.750000 Penalty: 4862.290039
	Iteration 23Q: 3 clusters Score -1829771 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1829842.500000 Penalty: 4862.290039
	Iteration 24Q: 3 clusters Score -1829842 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1829909.250000 Penalty: 4862.290039
	Iteration 25Q: 3 clusters Score -1829909 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1829959.375000 Penalty: 4862.290039
	Iteration 26Q: 3 clusters Score -1829959 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -1829998.750000 Penalty: 4862.290039
	Iteration 27Q: 3 clusters Score -1829999 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1830038.750000 Penalty: 4862.290039
	Iteration 28Q: 3 clusters Score -1830039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1830065.750000 Penalty: 4862.290039
	Iteration 29Q: 3 clusters Score -1830066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1830088.125000 Penalty: 4862.290039
	Iteration 30Q: 3 clusters Score -1830088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1830103.875000 Penalty: 4862.290039
	Iteration 31Q: 3 clusters Score -1830104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1830116.500000 Penalty: 4862.290039
	Iteration 32Q: 3 clusters Score -1830116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -1830137.875000 Penalty: 4862.290039
	Iteration 33Q: 3 clusters Score -1830138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1830154.875000 Penalty: 4862.290039
	Iteration 34Q: 3 clusters Score -1830155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -1830179.000000 Penalty: 4862.290039
	Iteration 35Q: 3 clusters Score -1830179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1830193.000000 Penalty: 4862.290039
	Iteration 36Q: 3 clusters Score -1830193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1830205.625000 Penalty: 4862.290039
	Iteration 37Q: 3 clusters Score -1830206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1830213.500000 Penalty: 4862.290039
	Iteration 38Q: 3 clusters Score -1830214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -1830216.500000 Penalty: 4862.290039
	Iteration 39Q: 3 clusters Score -1830216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1830220.125000 Penalty: 4862.290039
	Iteration 40F: 3 clusters Score -1830220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -1830225.250000 Penalty: 4862.290039
	Iteration 41Q: 3 clusters Score -1830225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1830232.125000 Penalty: 4862.290039
	Iteration 42Q: 3 clusters Score -1830232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1830237.750000 Penalty: 4862.290039
	Iteration 43Q: 3 clusters Score -1830238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1830243.125000 Penalty: 4862.290039
	Iteration 44Q: 3 clusters Score -1830243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1830251.750000 Penalty: 4862.290039
	Iteration 45Q: 3 clusters Score -1830252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1830253.875000 Penalty: 4862.290039
	Iteration 46Q: 3 clusters Score -1830254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1830253.125000 Penalty: 4862.290039
	Iteration 47Q: 3 clusters Score -1830253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1830252.375000 Penalty: 4862.290039
	Iteration 48Q: 3 clusters Score -1830252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1830252.375000 Penalty: 4862.290039
	Iteration 49F: 3 clusters Score -1830252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Entering Unmasked Estep 
Score: -1423169.125000 Penalty: 2379.118164
	Iteration 0F: 2 clusters Score -1423169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1412546.125000 Penalty: 4758.236328
	Iteration 0F: 3 clusters Score -1412546 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1416344.250000 Penalty: 4758.236328
	Iteration 1F: 3 clusters Score -1416344 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1417264.500000 Penalty: 4758.236328
	Iteration 2F: 3 clusters Score -1417264 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1418409.875000 Penalty: 4758.236328
	Iteration 3F: 3 clusters Score -1418410 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1419833.125000 Penalty: 4758.236328
	Iteration 4F: 3 clusters Score -1419833 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1421045.750000 Penalty: 4758.236328
	Iteration 5F: 3 clusters Score -1421046 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1421752.500000 Penalty: 4758.236328
	Iteration 6F: 3 clusters Score -1421752 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1422089.250000 Penalty: 4758.236328
	Iteration 7Q: 3 clusters Score -1422089 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1422300.750000 Penalty: 4758.236328
	Iteration 8Q: 3 clusters Score -1422301 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1422462.000000 Penalty: 4758.236328
	Iteration 9Q: 3 clusters Score -1422462 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1422565.750000 Penalty: 4758.236328
	Iteration 10Q: 3 clusters Score -1422566 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1422654.250000 Penalty: 4758.236328
	Iteration 11Q: 3 clusters Score -1422654 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1422714.000000 Penalty: 4758.236328
	Iteration 12Q: 3 clusters Score -1422714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1422748.500000 Penalty: 4758.236328
	Iteration 13Q: 3 clusters Score -1422748 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1422771.125000 Penalty: 4758.236328
	Iteration 14Q: 3 clusters Score -1422771 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1422798.250000 Penalty: 4758.236328
	Iteration 15Q: 3 clusters Score -1422798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1422821.875000 Penalty: 4758.236328
	Iteration 16Q: 3 clusters Score -1422822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1422830.875000 Penalty: 4758.236328
	Iteration 17Q: 3 clusters Score -1422831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1422835.125000 Penalty: 4758.236328
	Iteration 18Q: 3 clusters Score -1422835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1422840.750000 Penalty: 4758.236328
	Iteration 19Q: 3 clusters Score -1422841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1422841.500000 Penalty: 4758.236328
	Iteration 20F: 3 clusters Score -1422842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1422846.375000 Penalty: 4758.236328
	Iteration 21Q: 3 clusters Score -1422846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1422852.375000 Penalty: 4758.236328
	Iteration 22Q: 3 clusters Score -1422852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1422852.375000 Penalty: 4758.236328
	Iteration 23Q: 3 clusters Score -1422852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1422853.750000 Penalty: 4758.236328
	Iteration 24Q: 3 clusters Score -1422854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1422856.875000 Penalty: 4758.236328
	Iteration 25Q: 3 clusters Score -1422857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1422856.625000 Penalty: 4758.236328
	Iteration 26Q: 3 clusters Score -1422857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1422855.875000 Penalty: 4758.236328
	Iteration 27Q: 3 clusters Score -1422856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1422858.000000 Penalty: 4758.236328
	Iteration 28Q: 3 clusters Score -1422858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1422861.250000 Penalty: 4758.236328
	Iteration 29Q: 3 clusters Score -1422861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1422861.500000 Penalty: 4758.236328
	Iteration 30Q: 3 clusters Score -1422862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1422861.500000 Penalty: 4758.236328
	Iteration 31Q: 3 clusters Score -1422862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1422861.625000 Penalty: 4758.236328
	Iteration 32Q: 3 clusters Score -1422862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1422859.500000 Penalty: 4758.236328
	Iteration 33Q: 3 clusters Score -1422860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1422860.875000 Penalty: 4758.236328
	Iteration 34Q: 3 clusters Score -1422861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1422860.875000 Penalty: 4758.236328
	Iteration 35F: 3 clusters Score -1422861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (101151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101151 members 
Entering Unmasked Estep 
Score: -10344587.000000 Penalty: 2858.043701
	Iteration 0F: 2 clusters Score -1.034459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -10276745.000000 Penalty: 5716.087402
	Iteration 0F: 3 clusters Score -1.027674e+07 nChanged 47835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -10304063.000000 Penalty: 5716.087402
	Iteration 1F: 3 clusters Score -1.030406e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -10304873.000000 Penalty: 5716.087402
	Iteration 2Q: 3 clusters Score -1.030487e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -10305915.000000 Penalty: 5716.087402
	Iteration 3Q: 3 clusters Score -1.030592e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -10307385.000000 Penalty: 5716.087402
	Iteration 4Q: 3 clusters Score -1.030738e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -10309827.000000 Penalty: 5716.087402
	Iteration 5F: 3 clusters Score -1.030983e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -10314211.000000 Penalty: 5716.087402
	Iteration 6F: 3 clusters Score -1.031421e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -10321012.000000 Penalty: 5716.087402
	Iteration 7F: 3 clusters Score -1.032101e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -10329201.000000 Penalty: 5716.087402
	Iteration 8F: 3 clusters Score -1.03292e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -10335672.000000 Penalty: 5716.087402
	Iteration 9F: 3 clusters Score -1.033567e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -10339320.000000 Penalty: 5716.087402
	Iteration 10Q: 3 clusters Score -1.033932e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -10341082.000000 Penalty: 5716.087402
	Iteration 11Q: 3 clusters Score -1.034108e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99699 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -10341841.000000 Penalty: 5716.087402
	Iteration 12Q: 3 clusters Score -1.034184e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100090 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10342237.000000 Penalty: 5716.087402
	Iteration 13Q: 3 clusters Score -1.034224e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100257 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10342434.000000 Penalty: 5716.087402
	Iteration 14Q: 3 clusters Score -1.034243e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100326 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10342546.000000 Penalty: 5716.087402
	Iteration 15Q: 3 clusters Score -1.034255e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100358 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -10342621.000000 Penalty: 5716.087402
	Iteration 16Q: 3 clusters Score -1.034262e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100392 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10342686.000000 Penalty: 5716.087402
	Iteration 17Q: 3 clusters Score -1.034269e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10342703.000000 Penalty: 5716.087402
	Iteration 18Q: 3 clusters Score -1.03427e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100425 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10342742.000000 Penalty: 5716.087402
	Iteration 19Q: 3 clusters Score -1.034274e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100422 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10342783.000000 Penalty: 5716.087402
	Iteration 20F: 3 clusters Score -1.034278e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100422 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10342807.000000 Penalty: 5716.087402
	Iteration 21Q: 3 clusters Score -1.034281e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100422 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10342820.000000 Penalty: 5716.087402
	Iteration 22Q: 3 clusters Score -1.034282e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100432 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10342837.000000 Penalty: 5716.087402
	Iteration 23Q: 3 clusters Score -1.034284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100444 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10342861.000000 Penalty: 5716.087402
	Iteration 24Q: 3 clusters Score -1.034286e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10342884.000000 Penalty: 5716.087402
	Iteration 25Q: 3 clusters Score -1.034288e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100463 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10342914.000000 Penalty: 5716.087402
	Iteration 26Q: 3 clusters Score -1.034291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10342935.000000 Penalty: 5716.087402
	Iteration 27Q: 3 clusters Score -1.034294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10342928.000000 Penalty: 5716.087402
	Iteration 28Q: 3 clusters Score -1.034293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100472 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10342926.000000 Penalty: 5716.087402
	Iteration 29Q: 3 clusters Score -1.034293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100478 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10342933.000000 Penalty: 5716.087402
	Iteration 30Q: 3 clusters Score -1.034293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100477 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -10342942.000000 Penalty: 5716.087402
	Iteration 31Q: 3 clusters Score -1.034294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10342950.000000 Penalty: 5716.087402
	Iteration 32Q: 3 clusters Score -1.034295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100476 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -10342950.000000 Penalty: 5716.087402
	Iteration 33Q: 3 clusters Score -1.034295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100472 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10342950.000000 Penalty: 5716.087402
	Iteration 34Q: 3 clusters Score -1.034295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100470 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10342954.000000 Penalty: 5716.087402
	Iteration 35Q: 3 clusters Score -1.034295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100471 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10342958.000000 Penalty: 5716.087402
	Iteration 36Q: 3 clusters Score -1.034296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100475 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10342961.000000 Penalty: 5716.087402
	Iteration 37Q: 3 clusters Score -1.034296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100470 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10342959.000000 Penalty: 5716.087402
	Iteration 38Q: 3 clusters Score -1.034296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100465 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10342959.000000 Penalty: 5716.087402
	Iteration 39Q: 3 clusters Score -1.034296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100465 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10342960.000000 Penalty: 5716.087402
	Iteration 40F: 3 clusters Score -1.034296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10342978.000000 Penalty: 5716.087402
	Iteration 41Q: 3 clusters Score -1.034298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10342973.000000 Penalty: 5716.087402
	Iteration 42Q: 3 clusters Score -1.034297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100467 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10342970.000000 Penalty: 5716.087402
	Iteration 43Q: 3 clusters Score -1.034297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100470 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10342984.000000 Penalty: 5716.087402
	Iteration 44Q: 3 clusters Score -1.034298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100470 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10342984.000000 Penalty: 5716.087402
	Iteration 45F: 3 clusters Score -1.034298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Entering Unmasked Estep 
Score: -1260342.500000 Penalty: 2346.333252
	Iteration 0F: 2 clusters Score -1260342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1250848.250000 Penalty: 4692.666504
	Iteration 0F: 3 clusters Score -1250848 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1253829.875000 Penalty: 4692.666504
	Iteration 1F: 3 clusters Score -1253830 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1254283.000000 Penalty: 4692.666504
	Iteration 2F: 3 clusters Score -1254283 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1254708.625000 Penalty: 4692.666504
	Iteration 3F: 3 clusters Score -1254709 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1255209.375000 Penalty: 4692.666504
	Iteration 4F: 3 clusters Score -1255209 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1255766.500000 Penalty: 4692.666504
	Iteration 5F: 3 clusters Score -1255766 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1256334.875000 Penalty: 4692.666504
	Iteration 6F: 3 clusters Score -1256335 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1256782.000000 Penalty: 4692.666504
	Iteration 7F: 3 clusters Score -1256782 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1257128.000000 Penalty: 4692.666504
	Iteration 8Q: 3 clusters Score -1257128 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1257343.375000 Penalty: 4692.666504
	Iteration 9Q: 3 clusters Score -1257343 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1257484.875000 Penalty: 4692.666504
	Iteration 10Q: 3 clusters Score -1257485 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1257592.625000 Penalty: 4692.666504
	Iteration 11Q: 3 clusters Score -1257593 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1257675.500000 Penalty: 4692.666504
	Iteration 12Q: 3 clusters Score -1257676 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1257740.250000 Penalty: 4692.666504
	Iteration 13Q: 3 clusters Score -1257740 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1257803.625000 Penalty: 4692.666504
	Iteration 14Q: 3 clusters Score -1257804 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1257855.250000 Penalty: 4692.666504
	Iteration 15Q: 3 clusters Score -1257855 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1257898.125000 Penalty: 4692.666504
	Iteration 16Q: 3 clusters Score -1257898 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1257928.125000 Penalty: 4692.666504
	Iteration 17Q: 3 clusters Score -1257928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1257958.000000 Penalty: 4692.666504
	Iteration 18Q: 3 clusters Score -1257958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1257984.625000 Penalty: 4692.666504
	Iteration 19Q: 3 clusters Score -1257985 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1258002.375000 Penalty: 4692.666504
	Iteration 20F: 3 clusters Score -1258002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1258022.625000 Penalty: 4692.666504
	Iteration 21Q: 3 clusters Score -1258023 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1258042.500000 Penalty: 4692.666504
	Iteration 22Q: 3 clusters Score -1258042 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1258066.000000 Penalty: 4692.666504
	Iteration 23Q: 3 clusters Score -1258066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1258081.125000 Penalty: 4692.666504
	Iteration 24Q: 3 clusters Score -1258081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1258088.125000 Penalty: 4692.666504
	Iteration 25Q: 3 clusters Score -1258088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1258101.000000 Penalty: 4692.666504
	Iteration 26Q: 3 clusters Score -1258101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1258111.125000 Penalty: 4692.666504
	Iteration 27Q: 3 clusters Score -1258111 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1258124.375000 Penalty: 4692.666504
	Iteration 28Q: 3 clusters Score -1258124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1258142.875000 Penalty: 4692.666504
	Iteration 29Q: 3 clusters Score -1258143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1258148.625000 Penalty: 4692.666504
	Iteration 30Q: 3 clusters Score -1258149 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1258158.000000 Penalty: 4692.666504
	Iteration 31Q: 3 clusters Score -1258158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1258166.000000 Penalty: 4692.666504
	Iteration 32Q: 3 clusters Score -1258166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1258175.250000 Penalty: 4692.666504
	Iteration 33Q: 3 clusters Score -1258175 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1258192.125000 Penalty: 4692.666504
	Iteration 34Q: 3 clusters Score -1258192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1258197.750000 Penalty: 4692.666504
	Iteration 35Q: 3 clusters Score -1258198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1258206.500000 Penalty: 4692.666504
	Iteration 36Q: 3 clusters Score -1258206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1258221.500000 Penalty: 4692.666504
	Iteration 37Q: 3 clusters Score -1258222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1258239.375000 Penalty: 4692.666504
	Iteration 38Q: 3 clusters Score -1258239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1258253.625000 Penalty: 4692.666504
	Iteration 39Q: 3 clusters Score -1258254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1258265.375000 Penalty: 4692.666504
	Iteration 40F: 3 clusters Score -1258265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1258270.875000 Penalty: 4692.666504
	Iteration 41Q: 3 clusters Score -1258271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1258281.750000 Penalty: 4692.666504
	Iteration 42Q: 3 clusters Score -1258282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1258287.750000 Penalty: 4692.666504
	Iteration 43Q: 3 clusters Score -1258288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1258295.250000 Penalty: 4692.666504
	Iteration 44Q: 3 clusters Score -1258295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1258295.000000 Penalty: 4692.666504
	Iteration 45Q: 3 clusters Score -1258295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1258299.875000 Penalty: 4692.666504
	Iteration 46Q: 3 clusters Score -1258300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1258303.625000 Penalty: 4692.666504
	Iteration 47Q: 3 clusters Score -1258304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1258308.500000 Penalty: 4692.666504
	Iteration 48Q: 3 clusters Score -1258308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1258309.875000 Penalty: 4692.666504
	Iteration 49Q: 3 clusters Score -1258310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1258321.125000 Penalty: 4692.666504
	Iteration 50Q: 3 clusters Score -1258321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1258328.625000 Penalty: 4692.666504
	Iteration 51Q: 3 clusters Score -1258329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1258336.125000 Penalty: 4692.666504
	Iteration 52Q: 3 clusters Score -1258336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1258343.375000 Penalty: 4692.666504
	Iteration 53Q: 3 clusters Score -1258343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1258349.750000 Penalty: 4692.666504
	Iteration 54Q: 3 clusters Score -1258350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1258350.500000 Penalty: 4692.666504
	Iteration 55Q: 3 clusters Score -1258350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1258358.375000 Penalty: 4692.666504
	Iteration 56Q: 3 clusters Score -1258358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1258364.625000 Penalty: 4692.666504
	Iteration 57Q: 3 clusters Score -1258365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1258372.625000 Penalty: 4692.666504
	Iteration 58Q: 3 clusters Score -1258373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1258382.250000 Penalty: 4692.666504
	Iteration 59Q: 3 clusters Score -1258382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1258386.750000 Penalty: 4692.666504
	Iteration 60F: 3 clusters Score -1258387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1258392.500000 Penalty: 4692.666504
	Iteration 61Q: 3 clusters Score -1258392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1258406.750000 Penalty: 4692.666504
	Iteration 62Q: 3 clusters Score -1258407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1258413.250000 Penalty: 4692.666504
	Iteration 63Q: 3 clusters Score -1258413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1258422.500000 Penalty: 4692.666504
	Iteration 64Q: 3 clusters Score -1258422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1258434.125000 Penalty: 4692.666504
	Iteration 65Q: 3 clusters Score -1258434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1258441.250000 Penalty: 4692.666504
	Iteration 66Q: 3 clusters Score -1258441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1258444.250000 Penalty: 4692.666504
	Iteration 67Q: 3 clusters Score -1258444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1258448.500000 Penalty: 4692.666504
	Iteration 68Q: 3 clusters Score -1258448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1258455.250000 Penalty: 4692.666504
	Iteration 69Q: 3 clusters Score -1258455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1258455.375000 Penalty: 4692.666504
	Iteration 70Q: 3 clusters Score -1258455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1258471.000000 Penalty: 4692.666504
	Iteration 71Q: 3 clusters Score -1258471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1258498.375000 Penalty: 4692.666504
	Iteration 72Q: 3 clusters Score -1258498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1258532.750000 Penalty: 4692.666504
	Iteration 73Q: 3 clusters Score -1258533 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1258566.500000 Penalty: 4692.666504
	Iteration 74Q: 3 clusters Score -1258566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1258612.125000 Penalty: 4692.666504
	Iteration 75Q: 3 clusters Score -1258612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1258644.125000 Penalty: 4692.666504
	Iteration 76Q: 3 clusters Score -1258644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1258682.250000 Penalty: 4692.666504
	Iteration 77Q: 3 clusters Score -1258682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1258721.250000 Penalty: 4692.666504
	Iteration 78Q: 3 clusters Score -1258721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1258759.125000 Penalty: 4692.666504
	Iteration 79Q: 3 clusters Score -1258759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1258790.875000 Penalty: 4692.666504
	Iteration 80F: 3 clusters Score -1258791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1258825.875000 Penalty: 4692.666504
	Iteration 81Q: 3 clusters Score -1258826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1258851.000000 Penalty: 4692.666504
	Iteration 82Q: 3 clusters Score -1258851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1258870.250000 Penalty: 4692.666504
	Iteration 83Q: 3 clusters Score -1258870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1258878.750000 Penalty: 4692.666504
	Iteration 84Q: 3 clusters Score -1258879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1258894.375000 Penalty: 4692.666504
	Iteration 85Q: 3 clusters Score -1258894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1258905.750000 Penalty: 4692.666504
	Iteration 86Q: 3 clusters Score -1258906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1258917.875000 Penalty: 4692.666504
	Iteration 87Q: 3 clusters Score -1258918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1258924.375000 Penalty: 4692.666504
	Iteration 88Q: 3 clusters Score -1258924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1258930.000000 Penalty: 4692.666504
	Iteration 89Q: 3 clusters Score -1258930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1258930.625000 Penalty: 4692.666504
	Iteration 90Q: 3 clusters Score -1258931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1258933.000000 Penalty: 4692.666504
	Iteration 91Q: 3 clusters Score -1258933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1258936.750000 Penalty: 4692.666504
	Iteration 92Q: 3 clusters Score -1258937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1258935.000000 Penalty: 4692.666504
	Iteration 93Q: 3 clusters Score -1258935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1258934.750000 Penalty: 4692.666504
	Iteration 94Q: 3 clusters Score -1258935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1258935.375000 Penalty: 4692.666504
	Iteration 95Q: 3 clusters Score -1258935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1258936.375000 Penalty: 4692.666504
	Iteration 96Q: 3 clusters Score -1258936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1258936.375000 Penalty: 4692.666504
	Iteration 97F: 3 clusters Score -1258936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Entering Unmasked Estep 
Score: -5129910.000000 Penalty: 2687.373291
	Iteration 0F: 2 clusters Score -5129910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -5095702.500000 Penalty: 5374.746582
	Iteration 0F: 3 clusters Score -5095702 nChanged 23373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -5109306.000000 Penalty: 5374.746582
	Iteration 1F: 3 clusters Score -5109306 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -5110431.000000 Penalty: 5374.746582
	Iteration 2F: 3 clusters Score -5110431 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -5111712.500000 Penalty: 5374.746582
	Iteration 3F: 3 clusters Score -5111712 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -5113459.000000 Penalty: 5374.746582
	Iteration 4F: 3 clusters Score -5113459 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -5115892.500000 Penalty: 5374.746582
	Iteration 5F: 3 clusters Score -5115892 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -5119259.000000 Penalty: 5374.746582
	Iteration 6F: 3 clusters Score -5119259 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -5123231.000000 Penalty: 5374.746582
	Iteration 7F: 3 clusters Score -5123231 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -5127100.000000 Penalty: 5374.746582
	Iteration 8F: 3 clusters Score -5127100 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -5129401.000000 Penalty: 5374.746582
	Iteration 9Q: 3 clusters Score -5129401 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -5130145.500000 Penalty: 5374.746582
	Iteration 10Q: 3 clusters Score -5130146 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -5130369.500000 Penalty: 5374.746582
	Iteration 11Q: 3 clusters Score -5130370 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -5130465.500000 Penalty: 5374.746582
	Iteration 12Q: 3 clusters Score -5130466 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -5130501.000000 Penalty: 5374.746582
	Iteration 13Q: 3 clusters Score -5130501 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -5130525.000000 Penalty: 5374.746582
	Iteration 14Q: 3 clusters Score -5130525 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -5130548.500000 Penalty: 5374.746582
	Iteration 15Q: 3 clusters Score -5130548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -5130554.500000 Penalty: 5374.746582
	Iteration 16Q: 3 clusters Score -5130554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -5130562.500000 Penalty: 5374.746582
	Iteration 17Q: 3 clusters Score -5130562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -5130564.500000 Penalty: 5374.746582
	Iteration 18Q: 3 clusters Score -5130564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -5130567.500000 Penalty: 5374.746582
	Iteration 19Q: 3 clusters Score -5130568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -5130571.500000 Penalty: 5374.746582
	Iteration 20F: 3 clusters Score -5130572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -5130568.500000 Penalty: 5374.746582
	Iteration 21Q: 3 clusters Score -5130568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -5130564.500000 Penalty: 5374.746582
	Iteration 22Q: 3 clusters Score -5130564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -5130559.500000 Penalty: 5374.746582
	Iteration 23Q: 3 clusters Score -5130560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -5130558.500000 Penalty: 5374.746582
	Iteration 24Q: 3 clusters Score -5130558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -5130563.500000 Penalty: 5374.746582
	Iteration 25Q: 3 clusters Score -5130564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -5130561.500000 Penalty: 5374.746582
	Iteration 26Q: 3 clusters Score -5130562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -5130562.500000 Penalty: 5374.746582
	Iteration 27Q: 3 clusters Score -5130562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -5130564.500000 Penalty: 5374.746582
	Iteration 28Q: 3 clusters Score -5130564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -5130562.000000 Penalty: 5374.746582
	Iteration 29Q: 3 clusters Score -5130562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -5130565.500000 Penalty: 5374.746582
	Iteration 30Q: 3 clusters Score -5130566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -5130563.000000 Penalty: 5374.746582
	Iteration 31Q: 3 clusters Score -5130563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -5130561.000000 Penalty: 5374.746582
	Iteration 32Q: 3 clusters Score -5130561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -5130562.500000 Penalty: 5374.746582
	Iteration 33Q: 3 clusters Score -5130562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -5130562.500000 Penalty: 5374.746582
	Iteration 34F: 3 clusters Score -5130562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 215160 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 296217 members 
Mstep: Class 4 contains 16100 members 
Mstep: Class 5 contains 15755 members 
Mstep: Class 6 contains 9397 members 
Mstep: Class 7 contains 69979 members 
Mstep: Class 8 contains 42810 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 19279 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 5472 members 
Mstep: Class 14 contains 18088 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 101151 members 
Mstep: Class 17 contains 12849 members 
Mstep: Class 18 contains 44953 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 113588 members 
Mstep: Class 21 contains 15506 members 
Mstep: Class 22 contains 147597 members 
Mstep: Class 23 contains 38782 members 
Mstep: Class 24 contains 223406 members 
Mstep: Class 25 contains 16838 members 
Mstep: Class 26 contains 33081 members 
Mstep: Class 27 contains 27529 members 
Mstep: Class 28 contains 7837 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 5874 members 
Entering Unmasked Estep 
Score: -157126736.000000 Penalty: 106369.406250
Splitting cluster 18 changes total score from -157127024.000000 to -157126736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (11589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Entering Unmasked Estep 
Score: -1157538.625000 Penalty: 2320.737305
	Iteration 0F: 2 clusters Score -1157539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1148827.750000 Penalty: 4641.474609
	Iteration 0F: 3 clusters Score -1148828 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1151356.375000 Penalty: 4641.474609
	Iteration 1F: 3 clusters Score -1151356 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1151755.375000 Penalty: 4641.474609
	Iteration 2F: 3 clusters Score -1151755 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1152145.375000 Penalty: 4641.474609
	Iteration 3F: 3 clusters Score -1152145 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1152578.750000 Penalty: 4641.474609
	Iteration 4F: 3 clusters Score -1152579 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1153115.875000 Penalty: 4641.474609
	Iteration 5F: 3 clusters Score -1153116 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1153782.125000 Penalty: 4641.474609
	Iteration 6F: 3 clusters Score -1153782 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1154510.625000 Penalty: 4641.474609
	Iteration 7F: 3 clusters Score -1154511 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1155303.500000 Penalty: 4641.474609
	Iteration 8F: 3 clusters Score -1155304 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1156029.250000 Penalty: 4641.474609
	Iteration 9Q: 3 clusters Score -1156029 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1156521.000000 Penalty: 4641.474609
	Iteration 10Q: 3 clusters Score -1156521 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1156855.375000 Penalty: 4641.474609
	Iteration 11Q: 3 clusters Score -1156855 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1157010.375000 Penalty: 4641.474609
	Iteration 12Q: 3 clusters Score -1157010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1157059.625000 Penalty: 4641.474609
	Iteration 13Q: 3 clusters Score -1157060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1157079.750000 Penalty: 4641.474609
	Iteration 14Q: 3 clusters Score -1157080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1157092.625000 Penalty: 4641.474609
	Iteration 15Q: 3 clusters Score -1157093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1157099.125000 Penalty: 4641.474609
	Iteration 16Q: 3 clusters Score -1157099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1157104.625000 Penalty: 4641.474609
	Iteration 17Q: 3 clusters Score -1157105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1157104.000000 Penalty: 4641.474609
	Iteration 18Q: 3 clusters Score -1157104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1157106.875000 Penalty: 4641.474609
	Iteration 19Q: 3 clusters Score -1157107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1157111.375000 Penalty: 4641.474609
	Iteration 20F: 3 clusters Score -1157111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1157114.250000 Penalty: 4641.474609
	Iteration 21Q: 3 clusters Score -1157114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1157114.875000 Penalty: 4641.474609
	Iteration 22Q: 3 clusters Score -1157115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1157111.625000 Penalty: 4641.474609
	Iteration 23Q: 3 clusters Score -1157112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1157111.625000 Penalty: 4641.474609
	Iteration 24F: 3 clusters Score -1157112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (113588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113588 members 
Entering Unmasked Estep 
Score: -11484661.000000 Penalty: 2886.802734
	Iteration 0F: 2 clusters Score -1.148466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -11408724.000000 Penalty: 5773.605469
	Iteration 0F: 3 clusters Score -1.140872e+07 nChanged 53622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61004 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -11439478.000000 Penalty: 5773.605469
	Iteration 1F: 3 clusters Score -1.143948e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -11440667.000000 Penalty: 5773.605469
	Iteration 2Q: 3 clusters Score -1.144067e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -11442665.000000 Penalty: 5773.605469
	Iteration 3Q: 3 clusters Score -1.144266e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -11446059.000000 Penalty: 5773.605469
	Iteration 4F: 3 clusters Score -1.144606e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80011 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -11452120.000000 Penalty: 5773.605469
	Iteration 5F: 3 clusters Score -1.145212e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88640 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -11460861.000000 Penalty: 5773.605469
	Iteration 6F: 3 clusters Score -1.146086e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96515 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -11469374.000000 Penalty: 5773.605469
	Iteration 7F: 3 clusters Score -1.146937e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102125 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -11475217.000000 Penalty: 5773.605469
	Iteration 8F: 3 clusters Score -1.147522e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105603 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -11478218.000000 Penalty: 5773.605469
	Iteration 9Q: 3 clusters Score -1.147822e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107745 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -11479983.000000 Penalty: 5773.605469
	Iteration 10Q: 3 clusters Score -1.147998e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109033 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -11480864.000000 Penalty: 5773.605469
	Iteration 11Q: 3 clusters Score -1.148086e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109801 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -11481348.000000 Penalty: 5773.605469
	Iteration 12Q: 3 clusters Score -1.148135e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110324 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -11481684.000000 Penalty: 5773.605469
	Iteration 13Q: 3 clusters Score -1.148168e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110700 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -11481850.000000 Penalty: 5773.605469
	Iteration 14Q: 3 clusters Score -1.148185e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110965 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -11482001.000000 Penalty: 5773.605469
	Iteration 15Q: 3 clusters Score -1.1482e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111170 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -11482132.000000 Penalty: 5773.605469
	Iteration 16Q: 3 clusters Score -1.148213e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111327 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -11482209.000000 Penalty: 5773.605469
	Iteration 17Q: 3 clusters Score -1.148221e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111438 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -11482277.000000 Penalty: 5773.605469
	Iteration 18Q: 3 clusters Score -1.148228e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111544 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -11482314.000000 Penalty: 5773.605469
	Iteration 19Q: 3 clusters Score -1.148231e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111630 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -11482324.000000 Penalty: 5773.605469
	Iteration 20F: 3 clusters Score -1.148232e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111699 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -11482343.000000 Penalty: 5773.605469
	Iteration 21Q: 3 clusters Score -1.148234e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111753 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -11482385.000000 Penalty: 5773.605469
	Iteration 22Q: 3 clusters Score -1.148238e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111774 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11482365.000000 Penalty: 5773.605469
	Iteration 23Q: 3 clusters Score -1.148236e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111798 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -11482365.000000 Penalty: 5773.605469
	Iteration 24Q: 3 clusters Score -1.148236e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111815 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -11482369.000000 Penalty: 5773.605469
	Iteration 25Q: 3 clusters Score -1.148237e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111842 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -11482386.000000 Penalty: 5773.605469
	Iteration 26Q: 3 clusters Score -1.148239e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111872 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -11482393.000000 Penalty: 5773.605469
	Iteration 27Q: 3 clusters Score -1.148239e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111901 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -11482409.000000 Penalty: 5773.605469
	Iteration 28Q: 3 clusters Score -1.148241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111917 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -11482410.000000 Penalty: 5773.605469
	Iteration 29Q: 3 clusters Score -1.148241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111927 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -11482412.000000 Penalty: 5773.605469
	Iteration 30Q: 3 clusters Score -1.148241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111929 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -11482405.000000 Penalty: 5773.605469
	Iteration 31Q: 3 clusters Score -1.14824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111930 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -11482411.000000 Penalty: 5773.605469
	Iteration 32Q: 3 clusters Score -1.148241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111935 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -11482417.000000 Penalty: 5773.605469
	Iteration 33Q: 3 clusters Score -1.148242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111936 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -11482420.000000 Penalty: 5773.605469
	Iteration 34Q: 3 clusters Score -1.148242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111937 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -11482414.000000 Penalty: 5773.605469
	Iteration 35Q: 3 clusters Score -1.148241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111939 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -11482416.000000 Penalty: 5773.605469
	Iteration 36Q: 3 clusters Score -1.148242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111939 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -11482418.000000 Penalty: 5773.605469
	Iteration 37Q: 3 clusters Score -1.148242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111941 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -11482414.000000 Penalty: 5773.605469
	Iteration 38Q: 3 clusters Score -1.148241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111941 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -11482414.000000 Penalty: 5773.605469
	Iteration 39F: 3 clusters Score -1.148241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Entering Unmasked Estep 
Score: -1512941.375000 Penalty: 2392.947510
	Iteration 0F: 2 clusters Score -1512941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1501683.250000 Penalty: 4785.895020
	Iteration 0F: 3 clusters Score -1501683 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1505272.125000 Penalty: 4785.895020
	Iteration 1F: 3 clusters Score -1505272 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1505671.000000 Penalty: 4785.895020
	Iteration 2F: 3 clusters Score -1505671 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1506063.250000 Penalty: 4785.895020
	Iteration 3F: 3 clusters Score -1506063 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1506436.625000 Penalty: 4785.895020
	Iteration 4F: 3 clusters Score -1506437 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1506789.250000 Penalty: 4785.895020
	Iteration 5Q: 3 clusters Score -1506789 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1507159.000000 Penalty: 4785.895020
	Iteration 6Q: 3 clusters Score -1507159 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1507561.000000 Penalty: 4785.895020
	Iteration 7Q: 3 clusters Score -1507561 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1508053.500000 Penalty: 4785.895020
	Iteration 8Q: 3 clusters Score -1508054 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1508678.000000 Penalty: 4785.895020
	Iteration 9F: 3 clusters Score -1508678 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1509364.875000 Penalty: 4785.895020
	Iteration 10F: 3 clusters Score -1509365 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1510024.000000 Penalty: 4785.895020
	Iteration 11F: 3 clusters Score -1510024 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1510586.000000 Penalty: 4785.895020
	Iteration 12Q: 3 clusters Score -1510586 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1511013.625000 Penalty: 4785.895020
	Iteration 13Q: 3 clusters Score -1511014 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1511291.750000 Penalty: 4785.895020
	Iteration 14Q: 3 clusters Score -1511292 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1511475.250000 Penalty: 4785.895020
	Iteration 15Q: 3 clusters Score -1511475 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1511614.750000 Penalty: 4785.895020
	Iteration 16Q: 3 clusters Score -1511615 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1511734.125000 Penalty: 4785.895020
	Iteration 17Q: 3 clusters Score -1511734 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1511817.750000 Penalty: 4785.895020
	Iteration 18Q: 3 clusters Score -1511818 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1511866.250000 Penalty: 4785.895020
	Iteration 19Q: 3 clusters Score -1511866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1511904.000000 Penalty: 4785.895020
	Iteration 20F: 3 clusters Score -1511904 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1511946.250000 Penalty: 4785.895020
	Iteration 21Q: 3 clusters Score -1511946 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1511984.625000 Penalty: 4785.895020
	Iteration 22Q: 3 clusters Score -1511985 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1512025.250000 Penalty: 4785.895020
	Iteration 23Q: 3 clusters Score -1512025 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1512043.125000 Penalty: 4785.895020
	Iteration 24Q: 3 clusters Score -1512043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1512061.625000 Penalty: 4785.895020
	Iteration 25Q: 3 clusters Score -1512062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1512077.625000 Penalty: 4785.895020
	Iteration 26Q: 3 clusters Score -1512078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1512086.750000 Penalty: 4785.895020
	Iteration 27Q: 3 clusters Score -1512087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1512092.750000 Penalty: 4785.895020
	Iteration 28Q: 3 clusters Score -1512093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1512099.750000 Penalty: 4785.895020
	Iteration 29Q: 3 clusters Score -1512100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1512100.000000 Penalty: 4785.895020
	Iteration 30Q: 3 clusters Score -1512100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1512105.125000 Penalty: 4785.895020
	Iteration 31Q: 3 clusters Score -1512105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1512103.875000 Penalty: 4785.895020
	Iteration 32Q: 3 clusters Score -1512104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1512106.750000 Penalty: 4785.895020
	Iteration 33Q: 3 clusters Score -1512107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1512105.375000 Penalty: 4785.895020
	Iteration 34Q: 3 clusters Score -1512105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1512105.000000 Penalty: 4785.895020
	Iteration 35Q: 3 clusters Score -1512105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1512106.375000 Penalty: 4785.895020
	Iteration 36Q: 3 clusters Score -1512106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1512107.500000 Penalty: 4785.895020
	Iteration 37Q: 3 clusters Score -1512108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1512112.250000 Penalty: 4785.895020
	Iteration 38Q: 3 clusters Score -1512112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1512111.125000 Penalty: 4785.895020
	Iteration 39Q: 3 clusters Score -1512111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1512117.250000 Penalty: 4785.895020
	Iteration 40F: 3 clusters Score -1512117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1512118.375000 Penalty: 4785.895020
	Iteration 41Q: 3 clusters Score -1512118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1512119.500000 Penalty: 4785.895020
	Iteration 42Q: 3 clusters Score -1512120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1512121.500000 Penalty: 4785.895020
	Iteration 43Q: 3 clusters Score -1512122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1512121.000000 Penalty: 4785.895020
	Iteration 44Q: 3 clusters Score -1512121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1512119.625000 Penalty: 4785.895020
	Iteration 45Q: 3 clusters Score -1512120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1512120.875000 Penalty: 4785.895020
	Iteration 46Q: 3 clusters Score -1512121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1512121.250000 Penalty: 4785.895020
	Iteration 47Q: 3 clusters Score -1512121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1512125.750000 Penalty: 4785.895020
	Iteration 48Q: 3 clusters Score -1512126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1512125.125000 Penalty: 4785.895020
	Iteration 49Q: 3 clusters Score -1512125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1512122.875000 Penalty: 4785.895020
	Iteration 50Q: 3 clusters Score -1512123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1512122.875000 Penalty: 4785.895020
	Iteration 51F: 3 clusters Score -1512123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (147597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147597 members 
Entering Unmasked Estep 
Score: -14910886.000000 Penalty: 2951.755615
	Iteration 0F: 2 clusters Score -1.491089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73825 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -14812025.000000 Penalty: 5903.511230
	Iteration 0F: 3 clusters Score -1.481202e+07 nChanged 70753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74914 members 
Mstep: Class 2 contains 72683 members 
Entering Unmasked Estep 
Score: -14852304.000000 Penalty: 5903.511230
	Iteration 1F: 3 clusters Score -1.48523e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -14852887.000000 Penalty: 5903.511230
	Iteration 2Q: 3 clusters Score -1.485289e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76136 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -14853521.000000 Penalty: 5903.511230
	Iteration 3Q: 3 clusters Score -1.485352e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -14854119.000000 Penalty: 5903.511230
	Iteration 4Q: 3 clusters Score -1.485412e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78883 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -14854754.000000 Penalty: 5903.511230
	Iteration 5Q: 3 clusters Score -1.485475e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
Score: -14855571.000000 Penalty: 5903.511230
	Iteration 6Q: 3 clusters Score -1.485557e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -14856905.000000 Penalty: 5903.511230
	Iteration 7Q: 3 clusters Score -1.48569e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91104 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -14859383.000000 Penalty: 5903.511230
	Iteration 8Q: 3 clusters Score -1.485938e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99426 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -14863935.000000 Penalty: 5903.511230
	Iteration 9F: 3 clusters Score -1.486394e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110879 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -14872443.000000 Penalty: 5903.511230
	Iteration 10F: 3 clusters Score -1.487244e+07 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124538 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -14885042.000000 Penalty: 5903.511230
	Iteration 11F: 3 clusters Score -1.488504e+07 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136827 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -14897509.000000 Penalty: 5903.511230
	Iteration 12F: 3 clusters Score -1.489751e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144110 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -14904882.000000 Penalty: 5903.511230
	Iteration 13Q: 3 clusters Score -1.490488e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146637 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -14907302.000000 Penalty: 5903.511230
	Iteration 14Q: 3 clusters Score -1.49073e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147212 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -14907878.000000 Penalty: 5903.511230
	Iteration 15Q: 3 clusters Score -1.490788e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147350 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -14908065.000000 Penalty: 5903.511230
	Iteration 16Q: 3 clusters Score -1.490806e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147401 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14908164.000000 Penalty: 5903.511230
	Iteration 17Q: 3 clusters Score -1.490816e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147417 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14908216.000000 Penalty: 5903.511230
	Iteration 18Q: 3 clusters Score -1.490822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147422 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14908234.000000 Penalty: 5903.511230
	Iteration 19Q: 3 clusters Score -1.490823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147425 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14908243.000000 Penalty: 5903.511230
	Iteration 20F: 3 clusters Score -1.490824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147426 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14908244.000000 Penalty: 5903.511230
	Iteration 21Q: 3 clusters Score -1.490824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147425 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14908249.000000 Penalty: 5903.511230
	Iteration 22Q: 3 clusters Score -1.490825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147424 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14908246.000000 Penalty: 5903.511230
	Iteration 23Q: 3 clusters Score -1.490825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147426 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14908247.000000 Penalty: 5903.511230
	Iteration 24Q: 3 clusters Score -1.490825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147424 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14908260.000000 Penalty: 5903.511230
	Iteration 25Q: 3 clusters Score -1.490826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147424 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14908274.000000 Penalty: 5903.511230
	Iteration 26Q: 3 clusters Score -1.490827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147423 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14908279.000000 Penalty: 5903.511230
	Iteration 27Q: 3 clusters Score -1.490828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147425 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14908284.000000 Penalty: 5903.511230
	Iteration 28Q: 3 clusters Score -1.490828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147424 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14908284.000000 Penalty: 5903.511230
	Iteration 29Q: 3 clusters Score -1.490828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147424 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14908284.000000 Penalty: 5903.511230
	Iteration 30F: 3 clusters Score -1.490828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Entering Unmasked Estep 
Score: -3544394.250000 Penalty: 2620.296631
	Iteration 0F: 2 clusters Score -3544394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3518224.500000 Penalty: 5240.593262
	Iteration 0F: 3 clusters Score -3518224 nChanged 17576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -3528341.000000 Penalty: 5240.593262
	Iteration 1F: 3 clusters Score -3528341 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3529265.500000 Penalty: 5240.593262
	Iteration 2F: 3 clusters Score -3529266 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -3530183.000000 Penalty: 5240.593262
	Iteration 3F: 3 clusters Score -3530183 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3531078.250000 Penalty: 5240.593262
	Iteration 4Q: 3 clusters Score -3531078 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -3531933.500000 Penalty: 5240.593262
	Iteration 5Q: 3 clusters Score -3531934 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3532875.500000 Penalty: 5240.593262
	Iteration 6Q: 3 clusters Score -3532876 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3533890.500000 Penalty: 5240.593262
	Iteration 7Q: 3 clusters Score -3533890 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3534993.000000 Penalty: 5240.593262
	Iteration 8Q: 3 clusters Score -3534993 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3536185.500000 Penalty: 5240.593262
	Iteration 9Q: 3 clusters Score -3536186 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3537342.750000 Penalty: 5240.593262
	Iteration 10Q: 3 clusters Score -3537343 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -3538444.250000 Penalty: 5240.593262
	Iteration 11Q: 3 clusters Score -3538444 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3539345.250000 Penalty: 5240.593262
	Iteration 12Q: 3 clusters Score -3539345 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3539998.500000 Penalty: 5240.593262
	Iteration 13Q: 3 clusters Score -3539998 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3540442.500000 Penalty: 5240.593262
	Iteration 14Q: 3 clusters Score -3540442 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3540809.750000 Penalty: 5240.593262
	Iteration 15Q: 3 clusters Score -3540810 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3541124.250000 Penalty: 5240.593262
	Iteration 16Q: 3 clusters Score -3541124 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3541341.500000 Penalty: 5240.593262
	Iteration 17Q: 3 clusters Score -3541342 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3541523.250000 Penalty: 5240.593262
	Iteration 18Q: 3 clusters Score -3541523 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3541671.750000 Penalty: 5240.593262
	Iteration 19Q: 3 clusters Score -3541672 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3541780.750000 Penalty: 5240.593262
	Iteration 20F: 3 clusters Score -3541781 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3541873.500000 Penalty: 5240.593262
	Iteration 21Q: 3 clusters Score -3541874 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3541947.750000 Penalty: 5240.593262
	Iteration 22Q: 3 clusters Score -3541948 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3542022.500000 Penalty: 5240.593262
	Iteration 23Q: 3 clusters Score -3542022 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3542075.500000 Penalty: 5240.593262
	Iteration 24Q: 3 clusters Score -3542076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3542129.000000 Penalty: 5240.593262
	Iteration 25Q: 3 clusters Score -3542129 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3542181.750000 Penalty: 5240.593262
	Iteration 26Q: 3 clusters Score -3542182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3542217.250000 Penalty: 5240.593262
	Iteration 27Q: 3 clusters Score -3542217 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3542237.500000 Penalty: 5240.593262
	Iteration 28Q: 3 clusters Score -3542238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3542266.500000 Penalty: 5240.593262
	Iteration 29Q: 3 clusters Score -3542266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3542289.250000 Penalty: 5240.593262
	Iteration 30Q: 3 clusters Score -3542289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3542309.500000 Penalty: 5240.593262
	Iteration 31Q: 3 clusters Score -3542310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3542325.000000 Penalty: 5240.593262
	Iteration 32Q: 3 clusters Score -3542325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3542352.500000 Penalty: 5240.593262
	Iteration 33Q: 3 clusters Score -3542352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3542371.500000 Penalty: 5240.593262
	Iteration 34Q: 3 clusters Score -3542372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3542393.500000 Penalty: 5240.593262
	Iteration 35Q: 3 clusters Score -3542394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3542398.000000 Penalty: 5240.593262
	Iteration 36Q: 3 clusters Score -3542398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3542410.500000 Penalty: 5240.593262
	Iteration 37Q: 3 clusters Score -3542410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3542412.500000 Penalty: 5240.593262
	Iteration 38Q: 3 clusters Score -3542412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3542417.000000 Penalty: 5240.593262
	Iteration 39Q: 3 clusters Score -3542417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3542424.250000 Penalty: 5240.593262
	Iteration 40F: 3 clusters Score -3542424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3542427.250000 Penalty: 5240.593262
	Iteration 41Q: 3 clusters Score -3542427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3542426.750000 Penalty: 5240.593262
	Iteration 42Q: 3 clusters Score -3542427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3542432.000000 Penalty: 5240.593262
	Iteration 43Q: 3 clusters Score -3542432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3542433.750000 Penalty: 5240.593262
	Iteration 44Q: 3 clusters Score -3542434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3542433.750000 Penalty: 5240.593262
	Iteration 45F: 3 clusters Score -3542434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (223406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223406 members 
Entering Unmasked Estep 
Score: -22501316.000000 Penalty: 3054.552979
	Iteration 0F: 2 clusters Score -2.250132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111951 members 
Mstep: Class 2 contains 111455 members 
Entering Unmasked Estep 
Score: -22354084.000000 Penalty: 6109.105957
	Iteration 0F: 3 clusters Score -2.235408e+07 nChanged 107617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115628 members 
Mstep: Class 2 contains 107778 members 
Entering Unmasked Estep 
Score: -22417396.000000 Penalty: 6109.105957
	Iteration 1F: 3 clusters Score -2.24174e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118359 members 
Mstep: Class 2 contains 105047 members 
Entering Unmasked Estep 
Score: -22418718.000000 Penalty: 6109.105957
	Iteration 2Q: 3 clusters Score -2.241872e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122631 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -22420568.000000 Penalty: 6109.105957
	Iteration 3Q: 3 clusters Score -2.242057e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129228 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -22423666.000000 Penalty: 6109.105957
	Iteration 4Q: 3 clusters Score -2.242367e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139213 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -22428996.000000 Penalty: 6109.105957
	Iteration 5F: 3 clusters Score -2.2429e+07 nChanged 14397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152898 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -22438418.000000 Penalty: 6109.105957
	Iteration 6F: 3 clusters Score -2.243842e+07 nChanged 17295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169793 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -22452260.000000 Penalty: 6109.105957
	Iteration 7F: 3 clusters Score -2.245226e+07 nChanged 17825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187458 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -22468202.000000 Penalty: 6109.105957
	Iteration 8F: 3 clusters Score -2.24682e+07 nChanged 14813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202199 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -22481318.000000 Penalty: 6109.105957
	Iteration 9F: 3 clusters Score -2.248132e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212089 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -22489850.000000 Penalty: 6109.105957
	Iteration 10Q: 3 clusters Score -2.248985e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217775 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -22494624.000000 Penalty: 6109.105957
	Iteration 11Q: 3 clusters Score -2.249462e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220594 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -22496878.000000 Penalty: 6109.105957
	Iteration 12Q: 3 clusters Score -2.249688e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221858 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -22497932.000000 Penalty: 6109.105957
	Iteration 13Q: 3 clusters Score -2.249793e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222322 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -22498362.000000 Penalty: 6109.105957
	Iteration 14Q: 3 clusters Score -2.249836e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222519 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -22498618.000000 Penalty: 6109.105957
	Iteration 15Q: 3 clusters Score -2.249862e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222614 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -22498736.000000 Penalty: 6109.105957
	Iteration 16Q: 3 clusters Score -2.249874e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222657 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -22498828.000000 Penalty: 6109.105957
	Iteration 17Q: 3 clusters Score -2.249883e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222664 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -22498858.000000 Penalty: 6109.105957
	Iteration 18Q: 3 clusters Score -2.249886e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222686 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -22498890.000000 Penalty: 6109.105957
	Iteration 19Q: 3 clusters Score -2.249889e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222699 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -22498912.000000 Penalty: 6109.105957
	Iteration 20F: 3 clusters Score -2.249891e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222700 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -22498968.000000 Penalty: 6109.105957
	Iteration 21Q: 3 clusters Score -2.249897e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222712 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -22498980.000000 Penalty: 6109.105957
	Iteration 22Q: 3 clusters Score -2.249898e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222721 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -22499012.000000 Penalty: 6109.105957
	Iteration 23Q: 3 clusters Score -2.249901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222728 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -22499040.000000 Penalty: 6109.105957
	Iteration 24Q: 3 clusters Score -2.249904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222728 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -22499042.000000 Penalty: 6109.105957
	Iteration 25Q: 3 clusters Score -2.249904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222728 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -22499056.000000 Penalty: 6109.105957
	Iteration 26Q: 3 clusters Score -2.249906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222734 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -22499080.000000 Penalty: 6109.105957
	Iteration 27Q: 3 clusters Score -2.249908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222739 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -22499100.000000 Penalty: 6109.105957
	Iteration 28Q: 3 clusters Score -2.24991e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222740 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -22499118.000000 Penalty: 6109.105957
	Iteration 29Q: 3 clusters Score -2.249912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222743 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -22499132.000000 Penalty: 6109.105957
	Iteration 30Q: 3 clusters Score -2.249913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222743 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -22499134.000000 Penalty: 6109.105957
	Iteration 31Q: 3 clusters Score -2.249913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222746 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -22499122.000000 Penalty: 6109.105957
	Iteration 32Q: 3 clusters Score -2.249912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222748 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -22499120.000000 Penalty: 6109.105957
	Iteration 33Q: 3 clusters Score -2.249912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222751 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -22499120.000000 Penalty: 6109.105957
	Iteration 34Q: 3 clusters Score -2.249912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222750 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -22499140.000000 Penalty: 6109.105957
	Iteration 35Q: 3 clusters Score -2.249914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222746 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -22499136.000000 Penalty: 6109.105957
	Iteration 36Q: 3 clusters Score -2.249914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222746 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -22499164.000000 Penalty: 6109.105957
	Iteration 37Q: 3 clusters Score -2.249916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222744 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -22499154.000000 Penalty: 6109.105957
	Iteration 38Q: 3 clusters Score -2.249915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222742 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -22499164.000000 Penalty: 6109.105957
	Iteration 39Q: 3 clusters Score -2.249916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222740 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -22499168.000000 Penalty: 6109.105957
	Iteration 40F: 3 clusters Score -2.249917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222739 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -22499162.000000 Penalty: 6109.105957
	Iteration 41Q: 3 clusters Score -2.249916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222739 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -22499162.000000 Penalty: 6109.105957
	Iteration 42F: 3 clusters Score -2.249916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Entering Unmasked Estep 
Score: -1632956.375000 Penalty: 2413.385742
	Iteration 0F: 2 clusters Score -1632956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1620925.125000 Penalty: 4826.771484
	Iteration 0F: 3 clusters Score -1620925 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1624885.500000 Penalty: 4826.771484
	Iteration 1F: 3 clusters Score -1624886 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1625293.000000 Penalty: 4826.771484
	Iteration 2F: 3 clusters Score -1625293 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1625695.500000 Penalty: 4826.771484
	Iteration 3F: 3 clusters Score -1625696 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1626139.625000 Penalty: 4826.771484
	Iteration 4F: 3 clusters Score -1626140 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1626593.125000 Penalty: 4826.771484
	Iteration 5Q: 3 clusters Score -1626593 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1627085.375000 Penalty: 4826.771484
	Iteration 6Q: 3 clusters Score -1627085 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1627673.875000 Penalty: 4826.771484
	Iteration 7F: 3 clusters Score -1627674 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1628316.750000 Penalty: 4826.771484
	Iteration 8F: 3 clusters Score -1628317 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1628905.500000 Penalty: 4826.771484
	Iteration 9Q: 3 clusters Score -1628906 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1629361.875000 Penalty: 4826.771484
	Iteration 10Q: 3 clusters Score -1629362 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1629735.500000 Penalty: 4826.771484
	Iteration 11Q: 3 clusters Score -1629736 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1630009.500000 Penalty: 4826.771484
	Iteration 12Q: 3 clusters Score -1630010 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1630241.125000 Penalty: 4826.771484
	Iteration 13Q: 3 clusters Score -1630241 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1630416.000000 Penalty: 4826.771484
	Iteration 14Q: 3 clusters Score -1630416 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1630568.500000 Penalty: 4826.771484
	Iteration 15Q: 3 clusters Score -1630568 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1630694.500000 Penalty: 4826.771484
	Iteration 16Q: 3 clusters Score -1630694 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1630796.000000 Penalty: 4826.771484
	Iteration 17Q: 3 clusters Score -1630796 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1630866.250000 Penalty: 4826.771484
	Iteration 18Q: 3 clusters Score -1630866 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1630898.000000 Penalty: 4826.771484
	Iteration 19Q: 3 clusters Score -1630898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1630919.125000 Penalty: 4826.771484
	Iteration 20F: 3 clusters Score -1630919 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1630931.750000 Penalty: 4826.771484
	Iteration 21Q: 3 clusters Score -1630932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1630940.375000 Penalty: 4826.771484
	Iteration 22Q: 3 clusters Score -1630940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1630949.000000 Penalty: 4826.771484
	Iteration 23Q: 3 clusters Score -1630949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1630956.375000 Penalty: 4826.771484
	Iteration 24Q: 3 clusters Score -1630956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1630959.500000 Penalty: 4826.771484
	Iteration 25Q: 3 clusters Score -1630960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1630955.250000 Penalty: 4826.771484
	Iteration 26Q: 3 clusters Score -1630955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1630958.375000 Penalty: 4826.771484
	Iteration 27Q: 3 clusters Score -1630958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1630961.625000 Penalty: 4826.771484
	Iteration 28Q: 3 clusters Score -1630962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1630962.875000 Penalty: 4826.771484
	Iteration 29Q: 3 clusters Score -1630963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1630963.125000 Penalty: 4826.771484
	Iteration 30Q: 3 clusters Score -1630963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1630964.000000 Penalty: 4826.771484
	Iteration 31Q: 3 clusters Score -1630964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1630962.375000 Penalty: 4826.771484
	Iteration 32Q: 3 clusters Score -1630962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1630962.125000 Penalty: 4826.771484
	Iteration 33Q: 3 clusters Score -1630962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1630962.625000 Penalty: 4826.771484
	Iteration 34Q: 3 clusters Score -1630963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1630962.625000 Penalty: 4826.771484
	Iteration 35F: 3 clusters Score -1630963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (33081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Entering Unmasked Estep 
Score: -3216140.500000 Penalty: 2580.865234
	Iteration 0F: 2 clusters Score -3216140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3193606.500000 Penalty: 5161.730469
	Iteration 0F: 3 clusters Score -3193606 nChanged 15022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3202111.750000 Penalty: 5161.730469
	Iteration 1F: 3 clusters Score -3202112 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -3202945.250000 Penalty: 5161.730469
	Iteration 2F: 3 clusters Score -3202945 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3204122.500000 Penalty: 5161.730469
	Iteration 3F: 3 clusters Score -3204122 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -3205768.000000 Penalty: 5161.730469
	Iteration 4F: 3 clusters Score -3205768 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3208009.500000 Penalty: 5161.730469
	Iteration 5F: 3 clusters Score -3208010 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3210577.750000 Penalty: 5161.730469
	Iteration 6F: 3 clusters Score -3210578 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3212864.250000 Penalty: 5161.730469
	Iteration 7F: 3 clusters Score -3212864 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3214317.000000 Penalty: 5161.730469
	Iteration 8Q: 3 clusters Score -3214317 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -3214923.500000 Penalty: 5161.730469
	Iteration 9Q: 3 clusters Score -3214924 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3215246.000000 Penalty: 5161.730469
	Iteration 10Q: 3 clusters Score -3215246 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3215416.000000 Penalty: 5161.730469
	Iteration 11Q: 3 clusters Score -3215416 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -3215510.000000 Penalty: 5161.730469
	Iteration 12Q: 3 clusters Score -3215510 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3215580.000000 Penalty: 5161.730469
	Iteration 13Q: 3 clusters Score -3215580 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3215610.750000 Penalty: 5161.730469
	Iteration 14Q: 3 clusters Score -3215611 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -3215629.500000 Penalty: 5161.730469
	Iteration 15Q: 3 clusters Score -3215630 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3215646.500000 Penalty: 5161.730469
	Iteration 16Q: 3 clusters Score -3215646 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -3215648.250000 Penalty: 5161.730469
	Iteration 17Q: 3 clusters Score -3215648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3215664.000000 Penalty: 5161.730469
	Iteration 18Q: 3 clusters Score -3215664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3215666.000000 Penalty: 5161.730469
	Iteration 19Q: 3 clusters Score -3215666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -3215668.500000 Penalty: 5161.730469
	Iteration 20F: 3 clusters Score -3215668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3215664.000000 Penalty: 5161.730469
	Iteration 21Q: 3 clusters Score -3215664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3215674.500000 Penalty: 5161.730469
	Iteration 22Q: 3 clusters Score -3215674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3215665.500000 Penalty: 5161.730469
	Iteration 23Q: 3 clusters Score -3215666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3215678.000000 Penalty: 5161.730469
	Iteration 24Q: 3 clusters Score -3215678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3215685.000000 Penalty: 5161.730469
	Iteration 25Q: 3 clusters Score -3215685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3215683.750000 Penalty: 5161.730469
	Iteration 26Q: 3 clusters Score -3215684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3215680.000000 Penalty: 5161.730469
	Iteration 27Q: 3 clusters Score -3215680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -3215694.750000 Penalty: 5161.730469
	Iteration 28Q: 3 clusters Score -3215695 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -3215708.750000 Penalty: 5161.730469
	Iteration 29Q: 3 clusters Score -3215709 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3215713.500000 Penalty: 5161.730469
	Iteration 30Q: 3 clusters Score -3215714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3215739.250000 Penalty: 5161.730469
	Iteration 31Q: 3 clusters Score -3215739 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -3215729.000000 Penalty: 5161.730469
	Iteration 32Q: 3 clusters Score -3215729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3215737.750000 Penalty: 5161.730469
	Iteration 33Q: 3 clusters Score -3215738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3215738.250000 Penalty: 5161.730469
	Iteration 34Q: 3 clusters Score -3215738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -3215751.750000 Penalty: 5161.730469
	Iteration 35Q: 3 clusters Score -3215752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -3215759.500000 Penalty: 5161.730469
	Iteration 36Q: 3 clusters Score -3215760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3215754.500000 Penalty: 5161.730469
	Iteration 37Q: 3 clusters Score -3215754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3215758.000000 Penalty: 5161.730469
	Iteration 38Q: 3 clusters Score -3215758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3215766.250000 Penalty: 5161.730469
	Iteration 39Q: 3 clusters Score -3215766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -3215771.250000 Penalty: 5161.730469
	Iteration 40F: 3 clusters Score -3215771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3215781.250000 Penalty: 5161.730469
	Iteration 41Q: 3 clusters Score -3215781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3215777.500000 Penalty: 5161.730469
	Iteration 42Q: 3 clusters Score -3215778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -3215779.500000 Penalty: 5161.730469
	Iteration 43Q: 3 clusters Score -3215780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3215776.250000 Penalty: 5161.730469
	Iteration 44Q: 3 clusters Score -3215776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3215774.500000 Penalty: 5161.730469
	Iteration 45Q: 3 clusters Score -3215774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3215772.500000 Penalty: 5161.730469
	Iteration 46Q: 3 clusters Score -3215772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -3215772.000000 Penalty: 5161.730469
	Iteration 47Q: 3 clusters Score -3215772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3215777.000000 Penalty: 5161.730469
	Iteration 48Q: 3 clusters Score -3215777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3215778.000000 Penalty: 5161.730469
	Iteration 49Q: 3 clusters Score -3215778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3215779.750000 Penalty: 5161.730469
	Iteration 50Q: 3 clusters Score -3215780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3215786.500000 Penalty: 5161.730469
	Iteration 51Q: 3 clusters Score -3215786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3215785.500000 Penalty: 5161.730469
	Iteration 52Q: 3 clusters Score -3215786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3215779.500000 Penalty: 5161.730469
	Iteration 53Q: 3 clusters Score -3215780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -3215779.750000 Penalty: 5161.730469
	Iteration 54Q: 3 clusters Score -3215780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3215778.250000 Penalty: 5161.730469
	Iteration 55Q: 3 clusters Score -3215778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3215778.250000 Penalty: 5161.730469
	Iteration 56F: 3 clusters Score -3215778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (27529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Entering Unmasked Estep 
Score: -2690353.250000 Penalty: 2535.302979
	Iteration 0F: 2 clusters Score -2690353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2671472.750000 Penalty: 5070.605957
	Iteration 0F: 3 clusters Score -2671473 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2678668.750000 Penalty: 5070.605957
	Iteration 1F: 3 clusters Score -2678669 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2680006.250000 Penalty: 5070.605957
	Iteration 2F: 3 clusters Score -2680006 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2682292.250000 Penalty: 5070.605957
	Iteration 3F: 3 clusters Score -2682292 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2684965.250000 Penalty: 5070.605957
	Iteration 4F: 3 clusters Score -2684965 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2687084.750000 Penalty: 5070.605957
	Iteration 5F: 3 clusters Score -2687085 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2688533.000000 Penalty: 5070.605957
	Iteration 6F: 3 clusters Score -2688533 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2689612.500000 Penalty: 5070.605957
	Iteration 7Q: 3 clusters Score -2689612 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2690462.500000 Penalty: 5070.605957
	Iteration 8Q: 3 clusters Score -2690462 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2691179.250000 Penalty: 5070.605957
	Iteration 9Q: 3 clusters Score -2691179 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2691615.000000 Penalty: 5070.605957
	Iteration 10Q: 3 clusters Score -2691615 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2691873.500000 Penalty: 5070.605957
	Iteration 11Q: 3 clusters Score -2691874 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2692020.750000 Penalty: 5070.605957
	Iteration 12Q: 3 clusters Score -2692021 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2692129.250000 Penalty: 5070.605957
	Iteration 13Q: 3 clusters Score -2692129 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2692219.250000 Penalty: 5070.605957
	Iteration 14Q: 3 clusters Score -2692219 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2692247.250000 Penalty: 5070.605957
	Iteration 15Q: 3 clusters Score -2692247 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2692276.250000 Penalty: 5070.605957
	Iteration 16Q: 3 clusters Score -2692276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2692296.250000 Penalty: 5070.605957
	Iteration 17Q: 3 clusters Score -2692296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2692307.250000 Penalty: 5070.605957
	Iteration 18Q: 3 clusters Score -2692307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2692310.750000 Penalty: 5070.605957
	Iteration 19Q: 3 clusters Score -2692311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2692319.500000 Penalty: 5070.605957
	Iteration 20F: 3 clusters Score -2692320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2692322.000000 Penalty: 5070.605957
	Iteration 21Q: 3 clusters Score -2692322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2692322.750000 Penalty: 5070.605957
	Iteration 22Q: 3 clusters Score -2692323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2692322.000000 Penalty: 5070.605957
	Iteration 23Q: 3 clusters Score -2692322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2692321.000000 Penalty: 5070.605957
	Iteration 24Q: 3 clusters Score -2692321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2692325.750000 Penalty: 5070.605957
	Iteration 25Q: 3 clusters Score -2692326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2692331.000000 Penalty: 5070.605957
	Iteration 26Q: 3 clusters Score -2692331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2692331.000000 Penalty: 5070.605957
	Iteration 27F: 3 clusters Score -2692331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 215160 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 296217 members 
Mstep: Class 4 contains 16100 members 
Mstep: Class 5 contains 15755 members 
Mstep: Class 6 contains 9397 members 
Mstep: Class 7 contains 69979 members 
Mstep: Class 8 contains 42810 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 19279 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 5472 members 
Mstep: Class 14 contains 18088 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 101151 members 
Mstep: Class 17 contains 12849 members 
Mstep: Class 18 contains 50827 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 113588 members 
Mstep: Class 21 contains 15506 members 
Mstep: Class 22 contains 147597 members 
Mstep: Class 23 contains 38782 members 
Mstep: Class 24 contains 223406 members 
Mstep: Class 25 contains 16838 members 
Mstep: Class 26 contains 33081 members 
Mstep: Class 27 contains 22595 members 
Mstep: Class 28 contains 7837 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 4934 members 
Entering Unmasked Estep 
Score: -157127120.000000 Penalty: 106369.406250
Splitting cluster 27 changes total score from -157127024.000000 to -157127120.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 28 (7837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Entering Unmasked Estep 
Score: -780470.750000 Penalty: 2223.719727
	Iteration 0F: 2 clusters Score -780470.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -774145.937500 Penalty: 4447.439453
	Iteration 0F: 3 clusters Score -774145.9 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -775765.937500 Penalty: 4447.439453
	Iteration 1F: 3 clusters Score -775765.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -776050.687500 Penalty: 4447.439453
	Iteration 2F: 3 clusters Score -776050.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -776270.250000 Penalty: 4447.439453
	Iteration 3F: 3 clusters Score -776270.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -776457.625000 Penalty: 4447.439453
	Iteration 4Q: 3 clusters Score -776457.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -776641.875000 Penalty: 4447.439453
	Iteration 5Q: 3 clusters Score -776641.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -776850.875000 Penalty: 4447.439453
	Iteration 6Q: 3 clusters Score -776850.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -777125.500000 Penalty: 4447.439453
	Iteration 7Q: 3 clusters Score -777125.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -777495.000000 Penalty: 4447.439453
	Iteration 8F: 3 clusters Score -777495 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -777879.437500 Penalty: 4447.439453
	Iteration 9F: 3 clusters Score -777879.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -778203.000000 Penalty: 4447.439453
	Iteration 10F: 3 clusters Score -778203 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -778424.687500 Penalty: 4447.439453
	Iteration 11Q: 3 clusters Score -778424.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -778576.375000 Penalty: 4447.439453
	Iteration 12Q: 3 clusters Score -778576.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -778697.000000 Penalty: 4447.439453
	Iteration 13Q: 3 clusters Score -778697 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -778769.500000 Penalty: 4447.439453
	Iteration 14Q: 3 clusters Score -778769.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -778821.562500 Penalty: 4447.439453
	Iteration 15Q: 3 clusters Score -778821.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -778852.187500 Penalty: 4447.439453
	Iteration 16Q: 3 clusters Score -778852.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -778878.812500 Penalty: 4447.439453
	Iteration 17Q: 3 clusters Score -778878.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -778899.312500 Penalty: 4447.439453
	Iteration 18Q: 3 clusters Score -778899.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -778909.625000 Penalty: 4447.439453
	Iteration 19Q: 3 clusters Score -778909.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -778918.562500 Penalty: 4447.439453
	Iteration 20F: 3 clusters Score -778918.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -778924.000000 Penalty: 4447.439453
	Iteration 21Q: 3 clusters Score -778924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -778924.437500 Penalty: 4447.439453
	Iteration 22Q: 3 clusters Score -778924.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -778931.187500 Penalty: 4447.439453
	Iteration 23Q: 3 clusters Score -778931.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -778936.000000 Penalty: 4447.439453
	Iteration 24Q: 3 clusters Score -778936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -778938.625000 Penalty: 4447.439453
	Iteration 25Q: 3 clusters Score -778938.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -778940.875000 Penalty: 4447.439453
	Iteration 26Q: 3 clusters Score -778940.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -778941.000000 Penalty: 4447.439453
	Iteration 27Q: 3 clusters Score -778941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -778941.375000 Penalty: 4447.439453
	Iteration 28Q: 3 clusters Score -778941.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -778941.500000 Penalty: 4447.439453
	Iteration 29Q: 3 clusters Score -778941.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -778941.500000 Penalty: 4447.439453
	Iteration 30F: 3 clusters Score -778941.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 215160 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 296217 members 
Mstep: Class 4 contains 16100 members 
Mstep: Class 5 contains 15755 members 
Mstep: Class 6 contains 9397 members 
Mstep: Class 7 contains 69979 members 
Mstep: Class 8 contains 42810 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 19279 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 5472 members 
Mstep: Class 14 contains 18088 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 101151 members 
Mstep: Class 17 contains 12849 members 
Mstep: Class 18 contains 50827 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 113588 members 
Mstep: Class 21 contains 15506 members 
Mstep: Class 22 contains 147597 members 
Mstep: Class 23 contains 38782 members 
Mstep: Class 24 contains 223406 members 
Mstep: Class 25 contains 16838 members 
Mstep: Class 26 contains 33081 members 
Mstep: Class 27 contains 22595 members 
Mstep: Class 28 contains 7837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128992.000000 Penalty: 106369.406250
Iteration 79Q: 31 clusters Score -1.57129e+08 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 212904 members 
Mstep: Class 2 contains 6388 members 
Mstep: Class 3 contains 296130 members 
Mstep: Class 4 contains 16141 members 
Mstep: Class 5 contains 15763 members 
Mstep: Class 6 contains 9363 members 
Mstep: Class 7 contains 69947 members 
Mstep: Class 8 contains 42854 members 
Mstep: Class 9 contains 5391 members 
Mstep: Class 10 contains 19251 members 
Mstep: Class 11 contains 4356 members 
Mstep: Class 12 contains 76672 members 
Mstep: Class 13 contains 5418 members 
Mstep: Class 14 contains 18078 members 
Mstep: Class 15 contains 14566 members 
Mstep: Class 16 contains 101285 members 
Mstep: Class 17 contains 12844 members 
Mstep: Class 18 contains 50846 members 
Mstep: Class 19 contains 11462 members 
Mstep: Class 20 contains 113437 members 
Mstep: Class 21 contains 15504 members 
Mstep: Class 22 contains 147948 members 
Mstep: Class 23 contains 38953 members 
Mstep: Class 24 contains 224262 members 
Mstep: Class 25 contains 16891 members 
Mstep: Class 26 contains 32849 members 
Mstep: Class 27 contains 22629 members 
Mstep: Class 28 contains 7850 members 
Mstep: Class 29 contains 3439 members 
Mstep: Class 30 contains 4983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129904.000000 Penalty: 106369.406250
Iteration 80F: 31 clusters Score -1.571299e+08 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 210875 members 
Mstep: Class 2 contains 6626 members 
Mstep: Class 3 contains 296059 members 
Mstep: Class 4 contains 16062 members 
Mstep: Class 5 contains 15763 members 
Mstep: Class 6 contains 9344 members 
Mstep: Class 7 contains 69912 members 
Mstep: Class 8 contains 42834 members 
Mstep: Class 9 contains 5307 members 
Mstep: Class 10 contains 19235 members 
Mstep: Class 11 contains 4351 members 
Mstep: Class 12 contains 77766 members 
Mstep: Class 13 contains 5322 members 
Mstep: Class 14 contains 18060 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 101214 members 
Mstep: Class 17 contains 12867 members 
Mstep: Class 18 contains 50845 members 
Mstep: Class 19 contains 11368 members 
Mstep: Class 20 contains 113321 members 
Mstep: Class 21 contains 15422 members 
Mstep: Class 22 contains 148232 members 
Mstep: Class 23 contains 38929 members 
Mstep: Class 24 contains 225008 members 
Mstep: Class 25 contains 16816 members 
Mstep: Class 26 contains 32709 members 
Mstep: Class 27 contains 22654 members 
Mstep: Class 28 contains 7834 members 
Mstep: Class 29 contains 3910 members 
Mstep: Class 30 contains 5298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157130976.000000 Penalty: 106369.406250
Iteration 81Q: 31 clusters Score -1.57131e+08 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 208905 members 
Mstep: Class 2 contains 6777 members 
Mstep: Class 3 contains 295996 members 
Mstep: Class 4 contains 16005 members 
Mstep: Class 5 contains 15756 members 
Mstep: Class 6 contains 9324 members 
Mstep: Class 7 contains 69883 members 
Mstep: Class 8 contains 42821 members 
Mstep: Class 9 contains 5261 members 
Mstep: Class 10 contains 19218 members 
Mstep: Class 11 contains 4350 members 
Mstep: Class 12 contains 78803 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 18042 members 
Mstep: Class 15 contains 14404 members 
Mstep: Class 16 contains 101158 members 
Mstep: Class 17 contains 12898 members 
Mstep: Class 18 contains 50845 members 
Mstep: Class 19 contains 11310 members 
Mstep: Class 20 contains 113180 members 
Mstep: Class 21 contains 15367 members 
Mstep: Class 22 contains 148505 members 
Mstep: Class 23 contains 38964 members 
Mstep: Class 24 contains 225704 members 
Mstep: Class 25 contains 16787 members 
Mstep: Class 26 contains 32642 members 
Mstep: Class 27 contains 22681 members 
Mstep: Class 28 contains 7834 members 
Mstep: Class 29 contains 4191 members 
Mstep: Class 30 contains 5528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131152.000000 Penalty: 106369.406250
Iteration 82Q: 31 clusters Score -1.571312e+08 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 207045 members 
Mstep: Class 2 contains 6880 members 
Mstep: Class 3 contains 295946 members 
Mstep: Class 4 contains 15944 members 
Mstep: Class 5 contains 15740 members 
Mstep: Class 6 contains 9310 members 
Mstep: Class 7 contains 69833 members 
Mstep: Class 8 contains 42795 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 19201 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 79788 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 18018 members 
Mstep: Class 15 contains 14354 members 
Mstep: Class 16 contains 101073 members 
Mstep: Class 17 contains 12943 members 
Mstep: Class 18 contains 50844 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 113059 members 
Mstep: Class 21 contains 15353 members 
Mstep: Class 22 contains 148774 members 
Mstep: Class 23 contains 39032 members 
Mstep: Class 24 contains 226407 members 
Mstep: Class 25 contains 16773 members 
Mstep: Class 26 contains 32578 members 
Mstep: Class 27 contains 22707 members 
Mstep: Class 28 contains 7830 members 
Mstep: Class 29 contains 4377 members 
Mstep: Class 30 contains 5723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131216.000000 Penalty: 106369.406250
Iteration 83Q: 31 clusters Score -1.571312e+08 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 205326 members 
Mstep: Class 2 contains 6959 members 
Mstep: Class 3 contains 295919 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 15723 members 
Mstep: Class 6 contains 9302 members 
Mstep: Class 7 contains 69769 members 
Mstep: Class 8 contains 42784 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 19186 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 80707 members 
Mstep: Class 13 contains 5220 members 
Mstep: Class 14 contains 17999 members 
Mstep: Class 15 contains 14334 members 
Mstep: Class 16 contains 100997 members 
Mstep: Class 17 contains 12979 members 
Mstep: Class 18 contains 50833 members 
Mstep: Class 19 contains 11230 members 
Mstep: Class 20 contains 112921 members 
Mstep: Class 21 contains 15344 members 
Mstep: Class 22 contains 149043 members 
Mstep: Class 23 contains 39076 members 
Mstep: Class 24 contains 227056 members 
Mstep: Class 25 contains 16761 members 
Mstep: Class 26 contains 32526 members 
Mstep: Class 27 contains 22722 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 4504 members 
Mstep: Class 30 contains 5886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132080.000000 Penalty: 106369.406250
Iteration 84Q: 31 clusters Score -1.571321e+08 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 203695 members 
Mstep: Class 2 contains 7036 members 
Mstep: Class 3 contains 295905 members 
Mstep: Class 4 contains 15873 members 
Mstep: Class 5 contains 15720 members 
Mstep: Class 6 contains 9295 members 
Mstep: Class 7 contains 69677 members 
Mstep: Class 8 contains 42768 members 
Mstep: Class 9 contains 5179 members 
Mstep: Class 10 contains 19181 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 81588 members 
Mstep: Class 13 contains 5195 members 
Mstep: Class 14 contains 17979 members 
Mstep: Class 15 contains 14337 members 
Mstep: Class 16 contains 100906 members 
Mstep: Class 17 contains 13022 members 
Mstep: Class 18 contains 50848 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 112739 members 
Mstep: Class 21 contains 15349 members 
Mstep: Class 22 contains 149313 members 
Mstep: Class 23 contains 39089 members 
Mstep: Class 24 contains 227695 members 
Mstep: Class 25 contains 16760 members 
Mstep: Class 26 contains 32489 members 
Mstep: Class 27 contains 22747 members 
Mstep: Class 28 contains 7829 members 
Mstep: Class 29 contains 4593 members 
Mstep: Class 30 contains 6046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132096.000000 Penalty: 106369.406250
Iteration 85Q: 31 clusters Score -1.571321e+08 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 202171 members 
Mstep: Class 2 contains 7097 members 
Mstep: Class 3 contains 295900 members 
Mstep: Class 4 contains 15847 members 
Mstep: Class 5 contains 15715 members 
Mstep: Class 6 contains 9287 members 
Mstep: Class 7 contains 69611 members 
Mstep: Class 8 contains 42760 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 19173 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 82418 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 17965 members 
Mstep: Class 15 contains 14360 members 
Mstep: Class 16 contains 100811 members 
Mstep: Class 17 contains 13075 members 
Mstep: Class 18 contains 50866 members 
Mstep: Class 19 contains 11164 members 
Mstep: Class 20 contains 112562 members 
Mstep: Class 21 contains 15357 members 
Mstep: Class 22 contains 149558 members 
Mstep: Class 23 contains 39129 members 
Mstep: Class 24 contains 228270 members 
Mstep: Class 25 contains 16754 members 
Mstep: Class 26 contains 32445 members 
Mstep: Class 27 contains 22759 members 
Mstep: Class 28 contains 7835 members 
Mstep: Class 29 contains 4659 members 
Mstep: Class 30 contains 6171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132768.000000 Penalty: 106369.406250
Iteration 86Q: 31 clusters Score -1.571328e+08 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 200796 members 
Mstep: Class 2 contains 7132 members 
Mstep: Class 3 contains 295875 members 
Mstep: Class 4 contains 15829 members 
Mstep: Class 5 contains 15718 members 
Mstep: Class 6 contains 9282 members 
Mstep: Class 7 contains 69553 members 
Mstep: Class 8 contains 42759 members 
Mstep: Class 9 contains 5144 members 
Mstep: Class 10 contains 19158 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 83232 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 17947 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 100717 members 
Mstep: Class 17 contains 13125 members 
Mstep: Class 18 contains 50889 members 
Mstep: Class 19 contains 11155 members 
Mstep: Class 20 contains 112368 members 
Mstep: Class 21 contains 15349 members 
Mstep: Class 22 contains 149748 members 
Mstep: Class 23 contains 39192 members 
Mstep: Class 24 contains 228838 members 
Mstep: Class 25 contains 16745 members 
Mstep: Class 26 contains 32393 members 
Mstep: Class 27 contains 22766 members 
Mstep: Class 28 contains 7837 members 
Mstep: Class 29 contains 4716 members 
Mstep: Class 30 contains 6254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132496.000000 Penalty: 106369.406250
Iteration 87Q: 31 clusters Score -1.571325e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 199523 members 
Mstep: Class 2 contains 7175 members 
Mstep: Class 3 contains 295869 members 
Mstep: Class 4 contains 15812 members 
Mstep: Class 5 contains 15729 members 
Mstep: Class 6 contains 9275 members 
Mstep: Class 7 contains 69506 members 
Mstep: Class 8 contains 42750 members 
Mstep: Class 9 contains 5129 members 
Mstep: Class 10 contains 19153 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 84003 members 
Mstep: Class 13 contains 5168 members 
Mstep: Class 14 contains 17931 members 
Mstep: Class 15 contains 14362 members 
Mstep: Class 16 contains 100638 members 
Mstep: Class 17 contains 13170 members 
Mstep: Class 18 contains 50905 members 
Mstep: Class 19 contains 11136 members 
Mstep: Class 20 contains 112227 members 
Mstep: Class 21 contains 15348 members 
Mstep: Class 22 contains 149891 members 
Mstep: Class 23 contains 39203 members 
Mstep: Class 24 contains 229353 members 
Mstep: Class 25 contains 16744 members 
Mstep: Class 26 contains 32344 members 
Mstep: Class 27 contains 22762 members 
Mstep: Class 28 contains 7839 members 
Mstep: Class 29 contains 4769 members 
Mstep: Class 30 contains 6337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132528.000000 Penalty: 106369.406250
Iteration 88Q: 31 clusters Score -1.571325e+08 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 198382 members 
Mstep: Class 2 contains 7205 members 
Mstep: Class 3 contains 295871 members 
Mstep: Class 4 contains 15807 members 
Mstep: Class 5 contains 15739 members 
Mstep: Class 6 contains 9266 members 
Mstep: Class 7 contains 69462 members 
Mstep: Class 8 contains 42740 members 
Mstep: Class 9 contains 5118 members 
Mstep: Class 10 contains 19144 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 84712 members 
Mstep: Class 13 contains 5168 members 
Mstep: Class 14 contains 17918 members 
Mstep: Class 15 contains 14363 members 
Mstep: Class 16 contains 100559 members 
Mstep: Class 17 contains 13214 members 
Mstep: Class 18 contains 50915 members 
Mstep: Class 19 contains 11115 members 
Mstep: Class 20 contains 112083 members 
Mstep: Class 21 contains 15351 members 
Mstep: Class 22 contains 150053 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 229787 members 
Mstep: Class 25 contains 16742 members 
Mstep: Class 26 contains 32302 members 
Mstep: Class 27 contains 22756 members 
Mstep: Class 28 contains 7837 members 
Mstep: Class 29 contains 4804 members 
Mstep: Class 30 contains 6412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132848.000000 Penalty: 106369.406250
Iteration 89Q: 31 clusters Score -1.571328e+08 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 197327 members 
Mstep: Class 2 contains 7231 members 
Mstep: Class 3 contains 295886 members 
Mstep: Class 4 contains 15801 members 
Mstep: Class 5 contains 15750 members 
Mstep: Class 6 contains 9260 members 
Mstep: Class 7 contains 69421 members 
Mstep: Class 8 contains 42732 members 
Mstep: Class 9 contains 5105 members 
Mstep: Class 10 contains 19136 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 85405 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 17906 members 
Mstep: Class 15 contains 14365 members 
Mstep: Class 16 contains 100483 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 50930 members 
Mstep: Class 19 contains 11093 members 
Mstep: Class 20 contains 111941 members 
Mstep: Class 21 contains 15355 members 
Mstep: Class 22 contains 150169 members 
Mstep: Class 23 contains 39241 members 
Mstep: Class 24 contains 230192 members 
Mstep: Class 25 contains 16741 members 
Mstep: Class 26 contains 32269 members 
Mstep: Class 27 contains 22755 members 
Mstep: Class 28 contains 7837 members 
Mstep: Class 29 contains 4840 members 
Mstep: Class 30 contains 6469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133520.000000 Penalty: 106369.406250
Iteration 90Q: 31 clusters Score -1.571335e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 196410 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 295905 members 
Mstep: Class 4 contains 15796 members 
Mstep: Class 5 contains 15756 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 69362 members 
Mstep: Class 8 contains 42730 members 
Mstep: Class 9 contains 5092 members 
Mstep: Class 10 contains 19121 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 86039 members 
Mstep: Class 13 contains 5162 members 
Mstep: Class 14 contains 17900 members 
Mstep: Class 15 contains 14362 members 
Mstep: Class 16 contains 100385 members 
Mstep: Class 17 contains 13270 members 
Mstep: Class 18 contains 50933 members 
Mstep: Class 19 contains 11079 members 
Mstep: Class 20 contains 111779 members 
Mstep: Class 21 contains 15360 members 
Mstep: Class 22 contains 150298 members 
Mstep: Class 23 contains 39252 members 
Mstep: Class 24 contains 230565 members 
Mstep: Class 25 contains 16740 members 
Mstep: Class 26 contains 32242 members 
Mstep: Class 27 contains 22754 members 
Mstep: Class 28 contains 7836 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133760.000000 Penalty: 106369.406250
Iteration 91Q: 31 clusters Score -1.571338e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 195554 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 295921 members 
Mstep: Class 4 contains 15793 members 
Mstep: Class 5 contains 15763 members 
Mstep: Class 6 contains 9242 members 
Mstep: Class 7 contains 69321 members 
Mstep: Class 8 contains 42731 members 
Mstep: Class 9 contains 5073 members 
Mstep: Class 10 contains 19112 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 86650 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 17882 members 
Mstep: Class 15 contains 14361 members 
Mstep: Class 16 contains 100279 members 
Mstep: Class 17 contains 13313 members 
Mstep: Class 18 contains 50929 members 
Mstep: Class 19 contains 11067 members 
Mstep: Class 20 contains 111623 members 
Mstep: Class 21 contains 15364 members 
Mstep: Class 22 contains 150421 members 
Mstep: Class 23 contains 39262 members 
Mstep: Class 24 contains 230930 members 
Mstep: Class 25 contains 16734 members 
Mstep: Class 26 contains 32203 members 
Mstep: Class 27 contains 22754 members 
Mstep: Class 28 contains 7835 members 
Mstep: Class 29 contains 4886 members 
Mstep: Class 30 contains 6583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133824.000000 Penalty: 106369.406250
Iteration 92Q: 31 clusters Score -1.571338e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 194733 members 
Mstep: Class 2 contains 7317 members 
Mstep: Class 3 contains 295934 members 
Mstep: Class 4 contains 15791 members 
Mstep: Class 5 contains 15765 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 69305 members 
Mstep: Class 8 contains 42739 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 10 contains 19109 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 87198 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 17870 members 
Mstep: Class 15 contains 14356 members 
Mstep: Class 16 contains 100178 members 
Mstep: Class 17 contains 13350 members 
Mstep: Class 18 contains 50910 members 
Mstep: Class 19 contains 11053 members 
Mstep: Class 20 contains 111476 members 
Mstep: Class 21 contains 15366 members 
Mstep: Class 22 contains 150549 members 
Mstep: Class 23 contains 39276 members 
Mstep: Class 24 contains 231278 members 
Mstep: Class 25 contains 16727 members 
Mstep: Class 26 contains 32175 members 
Mstep: Class 27 contains 22765 members 
Mstep: Class 28 contains 7834 members 
Mstep: Class 29 contains 4906 members 
Mstep: Class 30 contains 6629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133600.000000 Penalty: 106369.406250
Iteration 93Q: 31 clusters Score -1.571336e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 194021 members 
Mstep: Class 2 contains 7330 members 
Mstep: Class 3 contains 295937 members 
Mstep: Class 4 contains 15789 members 
Mstep: Class 5 contains 15769 members 
Mstep: Class 6 contains 9229 members 
Mstep: Class 7 contains 69271 members 
Mstep: Class 8 contains 42740 members 
Mstep: Class 9 contains 5049 members 
Mstep: Class 10 contains 19101 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 87717 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 17862 members 
Mstep: Class 15 contains 14356 members 
Mstep: Class 16 contains 100089 members 
Mstep: Class 17 contains 13383 members 
Mstep: Class 18 contains 50901 members 
Mstep: Class 19 contains 11039 members 
Mstep: Class 20 contains 111347 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 150629 members 
Mstep: Class 23 contains 39288 members 
Mstep: Class 24 contains 231586 members 
Mstep: Class 25 contains 16724 members 
Mstep: Class 26 contains 32153 members 
Mstep: Class 27 contains 22771 members 
Mstep: Class 28 contains 7834 members 
Mstep: Class 29 contains 4929 members 
Mstep: Class 30 contains 6668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133232.000000 Penalty: 106369.406250
Iteration 94Q: 31 clusters Score -1.571332e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 193370 members 
Mstep: Class 2 contains 7338 members 
Mstep: Class 3 contains 295964 members 
Mstep: Class 4 contains 15790 members 
Mstep: Class 5 contains 15773 members 
Mstep: Class 6 contains 9225 members 
Mstep: Class 7 contains 69238 members 
Mstep: Class 8 contains 42755 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 19091 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 88230 members 
Mstep: Class 13 contains 5161 members 
Mstep: Class 14 contains 17847 members 
Mstep: Class 15 contains 14343 members 
Mstep: Class 16 contains 100004 members 
Mstep: Class 17 contains 13409 members 
Mstep: Class 18 contains 50885 members 
Mstep: Class 19 contains 11031 members 
Mstep: Class 20 contains 111208 members 
Mstep: Class 21 contains 15382 members 
Mstep: Class 22 contains 150687 members 
Mstep: Class 23 contains 39291 members 
Mstep: Class 24 contains 231858 members 
Mstep: Class 25 contains 16718 members 
Mstep: Class 26 contains 32146 members 
Mstep: Class 27 contains 22773 members 
Mstep: Class 28 contains 7834 members 
Mstep: Class 29 contains 4954 members 
Mstep: Class 30 contains 6709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133536.000000 Penalty: 106369.406250
Iteration 95Q: 31 clusters Score -1.571335e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 192773 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 3 contains 295994 members 
Mstep: Class 4 contains 15780 members 
Mstep: Class 5 contains 15784 members 
Mstep: Class 6 contains 9217 members 
Mstep: Class 7 contains 69199 members 
Mstep: Class 8 contains 42751 members 
Mstep: Class 9 contains 5028 members 
Mstep: Class 10 contains 19084 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 88705 members 
Mstep: Class 13 contains 5159 members 
Mstep: Class 14 contains 17843 members 
Mstep: Class 15 contains 14341 members 
Mstep: Class 16 contains 99941 members 
Mstep: Class 17 contains 13440 members 
Mstep: Class 18 contains 50871 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 111056 members 
Mstep: Class 21 contains 15387 members 
Mstep: Class 22 contains 150763 members 
Mstep: Class 23 contains 39290 members 
Mstep: Class 24 contains 232101 members 
Mstep: Class 25 contains 16714 members 
Mstep: Class 26 contains 32127 members 
Mstep: Class 27 contains 22779 members 
Mstep: Class 28 contains 7833 members 
Mstep: Class 29 contains 4973 members 
Mstep: Class 30 contains 6748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133904.000000 Penalty: 106369.406250
Iteration 96Q: 31 clusters Score -1.571339e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 192269 members 
Mstep: Class 2 contains 7356 members 
Mstep: Class 3 contains 296011 members 
Mstep: Class 4 contains 15775 members 
Mstep: Class 5 contains 15794 members 
Mstep: Class 6 contains 9211 members 
Mstep: Class 7 contains 69163 members 
Mstep: Class 8 contains 42752 members 
Mstep: Class 9 contains 5022 members 
Mstep: Class 10 contains 19080 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 89113 members 
Mstep: Class 13 contains 5153 members 
Mstep: Class 14 contains 17829 members 
Mstep: Class 15 contains 14336 members 
Mstep: Class 16 contains 99885 members 
Mstep: Class 17 contains 13468 members 
Mstep: Class 18 contains 50855 members 
Mstep: Class 19 contains 11003 members 
Mstep: Class 20 contains 110908 members 
Mstep: Class 21 contains 15397 members 
Mstep: Class 22 contains 150843 members 
Mstep: Class 23 contains 39305 members 
Mstep: Class 24 contains 232298 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 32113 members 
Mstep: Class 27 contains 22787 members 
Mstep: Class 28 contains 7835 members 
Mstep: Class 29 contains 4984 members 
Mstep: Class 30 contains 6788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134000.000000 Penalty: 106369.406250
Iteration 97Q: 31 clusters Score -1.57134e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 191845 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 296033 members 
Mstep: Class 4 contains 15769 members 
Mstep: Class 5 contains 15801 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 69123 members 
Mstep: Class 8 contains 42751 members 
Mstep: Class 9 contains 5013 members 
Mstep: Class 10 contains 19073 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 89496 members 
Mstep: Class 13 contains 5150 members 
Mstep: Class 14 contains 17818 members 
Mstep: Class 15 contains 14324 members 
Mstep: Class 16 contains 99825 members 
Mstep: Class 17 contains 13490 members 
Mstep: Class 18 contains 50844 members 
Mstep: Class 19 contains 10990 members 
Mstep: Class 20 contains 110763 members 
Mstep: Class 21 contains 15405 members 
Mstep: Class 22 contains 150898 members 
Mstep: Class 23 contains 39324 members 
Mstep: Class 24 contains 232474 members 
Mstep: Class 25 contains 16718 members 
Mstep: Class 26 contains 32100 members 
Mstep: Class 27 contains 22794 members 
Mstep: Class 28 contains 7837 members 
Mstep: Class 29 contains 5001 members 
Mstep: Class 30 contains 6823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134048.000000 Penalty: 106369.406250
Iteration 98Q: 31 clusters Score -1.57134e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 191458 members 
Mstep: Class 2 contains 7367 members 
Mstep: Class 3 contains 296056 members 
Mstep: Class 4 contains 15770 members 
Mstep: Class 5 contains 15808 members 
Mstep: Class 6 contains 9193 members 
Mstep: Class 7 contains 69097 members 
Mstep: Class 8 contains 42750 members 
Mstep: Class 9 contains 5005 members 
Mstep: Class 10 contains 19068 members 
Mstep: Class 11 contains 4356 members 
Mstep: Class 12 contains 89859 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 17808 members 
Mstep: Class 15 contains 14321 members 
Mstep: Class 16 contains 99750 members 
Mstep: Class 17 contains 13515 members 
Mstep: Class 18 contains 50836 members 
Mstep: Class 19 contains 10983 members 
Mstep: Class 20 contains 110612 members 
Mstep: Class 21 contains 15402 members 
Mstep: Class 22 contains 150941 members 
Mstep: Class 23 contains 39340 members 
Mstep: Class 24 contains 232652 members 
Mstep: Class 25 contains 16718 members 
Mstep: Class 26 contains 32087 members 
Mstep: Class 27 contains 22798 members 
Mstep: Class 28 contains 7838 members 
Mstep: Class 29 contains 5013 members 
Mstep: Class 30 contains 6854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134128.000000 Penalty: 106369.406250
Iteration 99Q: 31 clusters Score -1.571341e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 191123 members 
Mstep: Class 2 contains 7368 members 
Mstep: Class 3 contains 296082 members 
Mstep: Class 4 contains 15773 members 
Mstep: Class 5 contains 15813 members 
Mstep: Class 6 contains 9195 members 
Mstep: Class 7 contains 69058 members 
Mstep: Class 8 contains 42744 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 19065 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 90165 members 
Mstep: Class 13 contains 5150 members 
Mstep: Class 14 contains 17790 members 
Mstep: Class 15 contains 14317 members 
Mstep: Class 16 contains 99689 members 
Mstep: Class 17 contains 13539 members 
Mstep: Class 18 contains 50827 members 
Mstep: Class 19 contains 10975 members 
Mstep: Class 20 contains 110487 members 
Mstep: Class 21 contains 15403 members 
Mstep: Class 22 contains 150989 members 
Mstep: Class 23 contains 39339 members 
Mstep: Class 24 contains 232817 members 
Mstep: Class 25 contains 16717 members 
Mstep: Class 26 contains 32070 members 
Mstep: Class 27 contains 22804 members 
Mstep: Class 28 contains 7839 members 
Mstep: Class 29 contains 5024 members 
Mstep: Class 30 contains 6886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134160.000000 Penalty: 106369.406250
Iteration 100F: 31 clusters Score -1.571342e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 190814 members 
Mstep: Class 2 contains 7365 members 
Mstep: Class 3 contains 296117 members 
Mstep: Class 4 contains 15777 members 
Mstep: Class 5 contains 15817 members 
Mstep: Class 6 contains 9192 members 
Mstep: Class 7 contains 69017 members 
Mstep: Class 8 contains 42744 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 19062 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 90433 members 
Mstep: Class 13 contains 5150 members 
Mstep: Class 14 contains 17773 members 
Mstep: Class 15 contains 14314 members 
Mstep: Class 16 contains 99644 members 
Mstep: Class 17 contains 13565 members 
Mstep: Class 18 contains 50821 members 
Mstep: Class 19 contains 10967 members 
Mstep: Class 20 contains 110369 members 
Mstep: Class 21 contains 15405 members 
Mstep: Class 22 contains 151046 members 
Mstep: Class 23 contains 39341 members 
Mstep: Class 24 contains 232953 members 
Mstep: Class 25 contains 16713 members 
Mstep: Class 26 contains 32051 members 
Mstep: Class 27 contains 22803 members 
Mstep: Class 28 contains 7842 members 
Mstep: Class 29 contains 5032 members 
Mstep: Class 30 contains 6923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134448.000000 Penalty: 106369.406250
Iteration 101Q: 31 clusters Score -1.571344e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 190522 members 
Mstep: Class 2 contains 7369 members 
Mstep: Class 3 contains 296139 members 
Mstep: Class 4 contains 15778 members 
Mstep: Class 5 contains 15817 members 
Mstep: Class 6 contains 9191 members 
Mstep: Class 7 contains 68986 members 
Mstep: Class 8 contains 42737 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 19060 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 90683 members 
Mstep: Class 13 contains 5150 members 
Mstep: Class 14 contains 17759 members 
Mstep: Class 15 contains 14309 members 
Mstep: Class 16 contains 99608 members 
Mstep: Class 17 contains 13589 members 
Mstep: Class 18 contains 50810 members 
Mstep: Class 19 contains 10964 members 
Mstep: Class 20 contains 110265 members 
Mstep: Class 21 contains 15406 members 
Mstep: Class 22 contains 151101 members 
Mstep: Class 23 contains 39345 members 
Mstep: Class 24 contains 233081 members 
Mstep: Class 25 contains 16710 members 
Mstep: Class 26 contains 32034 members 
Mstep: Class 27 contains 22808 members 
Mstep: Class 28 contains 7846 members 
Mstep: Class 29 contains 5037 members 
Mstep: Class 30 contains 6946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134048.000000 Penalty: 106369.406250
Iteration 102Q: 31 clusters Score -1.57134e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 190262 members 
Mstep: Class 2 contains 7369 members 
Mstep: Class 3 contains 296161 members 
Mstep: Class 4 contains 15777 members 
Mstep: Class 5 contains 15820 members 
Mstep: Class 6 contains 9192 members 
Mstep: Class 7 contains 68957 members 
Mstep: Class 8 contains 42736 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 19059 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 90899 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 17747 members 
Mstep: Class 15 contains 14303 members 
Mstep: Class 16 contains 99562 members 
Mstep: Class 17 contains 13611 members 
Mstep: Class 18 contains 50809 members 
Mstep: Class 19 contains 10964 members 
Mstep: Class 20 contains 110186 members 
Mstep: Class 21 contains 15403 members 
Mstep: Class 22 contains 151143 members 
Mstep: Class 23 contains 39346 members 
Mstep: Class 24 contains 233198 members 
Mstep: Class 25 contains 16711 members 
Mstep: Class 26 contains 32026 members 
Mstep: Class 27 contains 22807 members 
Mstep: Class 28 contains 7846 members 
Mstep: Class 29 contains 5039 members 
Mstep: Class 30 contains 6967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134160.000000 Penalty: 106369.406250
Iteration 103Q: 31 clusters Score -1.571342e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 189999 members 
Mstep: Class 2 contains 7371 members 
Mstep: Class 3 contains 296175 members 
Mstep: Class 4 contains 15773 members 
Mstep: Class 5 contains 15821 members 
Mstep: Class 6 contains 9192 members 
Mstep: Class 7 contains 68933 members 
Mstep: Class 8 contains 42732 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 19062 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 91116 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 17737 members 
Mstep: Class 15 contains 14302 members 
Mstep: Class 16 contains 99519 members 
Mstep: Class 17 contains 13634 members 
Mstep: Class 18 contains 50805 members 
Mstep: Class 19 contains 10963 members 
Mstep: Class 20 contains 110109 members 
Mstep: Class 21 contains 15406 members 
Mstep: Class 22 contains 151203 members 
Mstep: Class 23 contains 39347 members 
Mstep: Class 24 contains 233298 members 
Mstep: Class 25 contains 16712 members 
Mstep: Class 26 contains 32010 members 
Mstep: Class 27 contains 22804 members 
Mstep: Class 28 contains 7847 members 
Mstep: Class 29 contains 5043 members 
Mstep: Class 30 contains 6988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133968.000000 Penalty: 106369.406250
Iteration 104Q: 31 clusters Score -1.57134e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 189736 members 
Mstep: Class 2 contains 7374 members 
Mstep: Class 3 contains 296192 members 
Mstep: Class 4 contains 15770 members 
Mstep: Class 5 contains 15819 members 
Mstep: Class 6 contains 9190 members 
Mstep: Class 7 contains 68918 members 
Mstep: Class 8 contains 42731 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 19059 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 91302 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 17731 members 
Mstep: Class 15 contains 14299 members 
Mstep: Class 16 contains 99492 members 
Mstep: Class 17 contains 13653 members 
Mstep: Class 18 contains 50800 members 
Mstep: Class 19 contains 10956 members 
Mstep: Class 20 contains 110036 members 
Mstep: Class 21 contains 15407 members 
Mstep: Class 22 contains 151269 members 
Mstep: Class 23 contains 39351 members 
Mstep: Class 24 contains 233400 members 
Mstep: Class 25 contains 16714 members 
Mstep: Class 26 contains 31993 members 
Mstep: Class 27 contains 22800 members 
Mstep: Class 28 contains 7849 members 
Mstep: Class 29 contains 5047 members 
Mstep: Class 30 contains 7013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134096.000000 Penalty: 106369.406250
Iteration 105Q: 31 clusters Score -1.571341e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 189503 members 
Mstep: Class 2 contains 7379 members 
Mstep: Class 3 contains 296209 members 
Mstep: Class 4 contains 15769 members 
Mstep: Class 5 contains 15814 members 
Mstep: Class 6 contains 9190 members 
Mstep: Class 7 contains 68892 members 
Mstep: Class 8 contains 42735 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 19055 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 91474 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 14293 members 
Mstep: Class 16 contains 99462 members 
Mstep: Class 17 contains 13672 members 
Mstep: Class 18 contains 50795 members 
Mstep: Class 19 contains 10954 members 
Mstep: Class 20 contains 109978 members 
Mstep: Class 21 contains 15402 members 
Mstep: Class 22 contains 151330 members 
Mstep: Class 23 contains 39345 members 
Mstep: Class 24 contains 233499 members 
Mstep: Class 25 contains 16714 members 
Mstep: Class 26 contains 31982 members 
Mstep: Class 27 contains 22797 members 
Mstep: Class 28 contains 7850 members 
Mstep: Class 29 contains 5045 members 
Mstep: Class 30 contains 7038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134016.000000 Penalty: 106369.406250
Iteration 106Q: 31 clusters Score -1.57134e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 189286 members 
Mstep: Class 2 contains 7381 members 
Mstep: Class 3 contains 296218 members 
Mstep: Class 4 contains 15765 members 
Mstep: Class 5 contains 15814 members 
Mstep: Class 6 contains 9187 members 
Mstep: Class 7 contains 68876 members 
Mstep: Class 8 contains 42739 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 19050 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 91635 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 17722 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 99433 members 
Mstep: Class 17 contains 13696 members 
Mstep: Class 18 contains 50796 members 
Mstep: Class 19 contains 10948 members 
Mstep: Class 20 contains 109921 members 
Mstep: Class 21 contains 15397 members 
Mstep: Class 22 contains 151373 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 233595 members 
Mstep: Class 25 contains 16717 members 
Mstep: Class 26 contains 31970 members 
Mstep: Class 27 contains 22792 members 
Mstep: Class 28 contains 7852 members 
Mstep: Class 29 contains 5046 members 
Mstep: Class 30 contains 7055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133952.000000 Penalty: 106369.406250
Iteration 107Q: 31 clusters Score -1.57134e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 189080 members 
Mstep: Class 2 contains 7381 members 
Mstep: Class 3 contains 296216 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 15813 members 
Mstep: Class 6 contains 9185 members 
Mstep: Class 7 contains 68861 members 
Mstep: Class 8 contains 42741 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 19049 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 91800 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 17718 members 
Mstep: Class 15 contains 14285 members 
Mstep: Class 16 contains 99404 members 
Mstep: Class 17 contains 13718 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 10948 members 
Mstep: Class 20 contains 109871 members 
Mstep: Class 21 contains 15400 members 
Mstep: Class 22 contains 151407 members 
Mstep: Class 23 contains 39356 members 
Mstep: Class 24 contains 233693 members 
Mstep: Class 25 contains 16719 members 
Mstep: Class 26 contains 31948 members 
Mstep: Class 27 contains 22790 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 5046 members 
Mstep: Class 30 contains 7069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133824.000000 Penalty: 106369.406250
Iteration 108Q: 31 clusters Score -1.571338e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 188906 members 
Mstep: Class 2 contains 7384 members 
Mstep: Class 3 contains 296228 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 15810 members 
Mstep: Class 6 contains 9184 members 
Mstep: Class 7 contains 68845 members 
Mstep: Class 8 contains 42749 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 19045 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 91968 members 
Mstep: Class 13 contains 5147 members 
Mstep: Class 14 contains 17712 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 99385 members 
Mstep: Class 17 contains 13738 members 
Mstep: Class 18 contains 50789 members 
Mstep: Class 19 contains 10946 members 
Mstep: Class 20 contains 109806 members 
Mstep: Class 21 contains 15407 members 
Mstep: Class 22 contains 151429 members 
Mstep: Class 23 contains 39365 members 
Mstep: Class 24 contains 233760 members 
Mstep: Class 25 contains 16720 members 
Mstep: Class 26 contains 31923 members 
Mstep: Class 27 contains 22788 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 5046 members 
Mstep: Class 30 contains 7079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133632.000000 Penalty: 106369.406250
Iteration 109Q: 31 clusters Score -1.571336e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 188721 members 
Mstep: Class 2 contains 7385 members 
Mstep: Class 3 contains 296236 members 
Mstep: Class 4 contains 15754 members 
Mstep: Class 5 contains 15809 members 
Mstep: Class 6 contains 9184 members 
Mstep: Class 7 contains 68834 members 
Mstep: Class 8 contains 42761 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 19045 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 92162 members 
Mstep: Class 13 contains 5144 members 
Mstep: Class 14 contains 17707 members 
Mstep: Class 15 contains 14279 members 
Mstep: Class 16 contains 99353 members 
Mstep: Class 17 contains 13751 members 
Mstep: Class 18 contains 50790 members 
Mstep: Class 19 contains 10944 members 
Mstep: Class 20 contains 109747 members 
Mstep: Class 21 contains 15409 members 
Mstep: Class 22 contains 151459 members 
Mstep: Class 23 contains 39364 members 
Mstep: Class 24 contains 233812 members 
Mstep: Class 25 contains 16719 members 
Mstep: Class 26 contains 31908 members 
Mstep: Class 27 contains 22789 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 5049 members 
Mstep: Class 30 contains 7083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133600.000000 Penalty: 106369.406250
Iteration 110Q: 31 clusters Score -1.571336e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 188548 members 
Mstep: Class 2 contains 7385 members 
Mstep: Class 3 contains 296234 members 
Mstep: Class 4 contains 15754 members 
Mstep: Class 5 contains 15813 members 
Mstep: Class 6 contains 9185 members 
Mstep: Class 7 contains 68827 members 
Mstep: Class 8 contains 42768 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 19044 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 92339 members 
Mstep: Class 13 contains 5144 members 
Mstep: Class 14 contains 17704 members 
Mstep: Class 15 contains 14275 members 
Mstep: Class 16 contains 99314 members 
Mstep: Class 17 contains 13759 members 
Mstep: Class 18 contains 50794 members 
Mstep: Class 19 contains 10942 members 
Mstep: Class 20 contains 109685 members 
Mstep: Class 21 contains 15410 members 
Mstep: Class 22 contains 151473 members 
Mstep: Class 23 contains 39364 members 
Mstep: Class 24 contains 233886 members 
Mstep: Class 25 contains 16719 members 
Mstep: Class 26 contains 31900 members 
Mstep: Class 27 contains 22791 members 
Mstep: Class 28 contains 7854 members 
Mstep: Class 29 contains 5050 members 
Mstep: Class 30 contains 7088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133760.000000 Penalty: 106369.406250
Iteration 111Q: 31 clusters Score -1.571338e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 188369 members 
Mstep: Class 2 contains 7384 members 
Mstep: Class 3 contains 296239 members 
Mstep: Class 4 contains 15753 members 
Mstep: Class 5 contains 15815 members 
Mstep: Class 6 contains 9184 members 
Mstep: Class 7 contains 68824 members 
Mstep: Class 8 contains 42771 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 92484 members 
Mstep: Class 13 contains 5142 members 
Mstep: Class 14 contains 17698 members 
Mstep: Class 15 contains 14268 members 
Mstep: Class 16 contains 99290 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 50786 members 
Mstep: Class 19 contains 10939 members 
Mstep: Class 20 contains 109644 members 
Mstep: Class 21 contains 15410 members 
Mstep: Class 22 contains 151496 members 
Mstep: Class 23 contains 39373 members 
Mstep: Class 24 contains 233961 members 
Mstep: Class 25 contains 16720 members 
Mstep: Class 26 contains 31903 members 
Mstep: Class 27 contains 22791 members 
Mstep: Class 28 contains 7855 members 
Mstep: Class 29 contains 5051 members 
Mstep: Class 30 contains 7094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134000.000000 Penalty: 106369.406250
Iteration 112Q: 31 clusters Score -1.57134e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 188194 members 
Mstep: Class 2 contains 7386 members 
Mstep: Class 3 contains 296246 members 
Mstep: Class 4 contains 15753 members 
Mstep: Class 5 contains 15815 members 
Mstep: Class 6 contains 9181 members 
Mstep: Class 7 contains 68824 members 
Mstep: Class 8 contains 42775 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 19038 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 92623 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 17691 members 
Mstep: Class 15 contains 14262 members 
Mstep: Class 16 contains 99256 members 
Mstep: Class 17 contains 13766 members 
Mstep: Class 18 contains 50779 members 
Mstep: Class 19 contains 10940 members 
Mstep: Class 20 contains 109602 members 
Mstep: Class 21 contains 15413 members 
Mstep: Class 22 contains 151529 members 
Mstep: Class 23 contains 39384 members 
Mstep: Class 24 contains 234031 members 
Mstep: Class 25 contains 16720 members 
Mstep: Class 26 contains 31908 members 
Mstep: Class 27 contains 22789 members 
Mstep: Class 28 contains 7854 members 
Mstep: Class 29 contains 5051 members 
Mstep: Class 30 contains 7100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133920.000000 Penalty: 106369.406250
Iteration 113Q: 31 clusters Score -1.571339e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 188051 members 
Mstep: Class 2 contains 7390 members 
Mstep: Class 3 contains 296258 members 
Mstep: Class 4 contains 15753 members 
Mstep: Class 5 contains 15816 members 
Mstep: Class 6 contains 9179 members 
Mstep: Class 7 contains 68823 members 
Mstep: Class 8 contains 42778 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 19033 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 92764 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 17688 members 
Mstep: Class 15 contains 14259 members 
Mstep: Class 16 contains 99211 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 50772 members 
Mstep: Class 19 contains 10937 members 
Mstep: Class 20 contains 109557 members 
Mstep: Class 21 contains 15414 members 
Mstep: Class 22 contains 151561 members 
Mstep: Class 23 contains 39391 members 
Mstep: Class 24 contains 234088 members 
Mstep: Class 25 contains 16720 members 
Mstep: Class 26 contains 31908 members 
Mstep: Class 27 contains 22780 members 
Mstep: Class 28 contains 7854 members 
Mstep: Class 29 contains 5051 members 
Mstep: Class 30 contains 7105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134128.000000 Penalty: 106369.406250
Iteration 114Q: 31 clusters Score -1.571341e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187925 members 
Mstep: Class 2 contains 7392 members 
Mstep: Class 3 contains 296283 members 
Mstep: Class 4 contains 15753 members 
Mstep: Class 5 contains 15818 members 
Mstep: Class 6 contains 9180 members 
Mstep: Class 7 contains 68820 members 
Mstep: Class 8 contains 42780 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 19026 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 92912 members 
Mstep: Class 13 contains 5136 members 
Mstep: Class 14 contains 17683 members 
Mstep: Class 15 contains 14256 members 
Mstep: Class 16 contains 99158 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 18 contains 50767 members 
Mstep: Class 19 contains 10935 members 
Mstep: Class 20 contains 109507 members 
Mstep: Class 21 contains 15416 members 
Mstep: Class 22 contains 151581 members 
Mstep: Class 23 contains 39393 members 
Mstep: Class 24 contains 234131 members 
Mstep: Class 25 contains 16720 members 
Mstep: Class 26 contains 31911 members 
Mstep: Class 27 contains 22777 members 
Mstep: Class 28 contains 7854 members 
Mstep: Class 29 contains 5052 members 
Mstep: Class 30 contains 7112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133952.000000 Penalty: 106369.406250
Iteration 115Q: 31 clusters Score -1.57134e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187818 members 
Mstep: Class 2 contains 7393 members 
Mstep: Class 3 contains 296303 members 
Mstep: Class 4 contains 15753 members 
Mstep: Class 5 contains 15818 members 
Mstep: Class 6 contains 9180 members 
Mstep: Class 7 contains 68814 members 
Mstep: Class 8 contains 42783 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 19026 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 93057 members 
Mstep: Class 13 contains 5135 members 
Mstep: Class 14 contains 17681 members 
Mstep: Class 15 contains 14254 members 
Mstep: Class 16 contains 99100 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 50767 members 
Mstep: Class 19 contains 10931 members 
Mstep: Class 20 contains 109465 members 
Mstep: Class 21 contains 15416 members 
Mstep: Class 22 contains 151602 members 
Mstep: Class 23 contains 39389 members 
Mstep: Class 24 contains 234162 members 
Mstep: Class 25 contains 16720 members 
Mstep: Class 26 contains 31909 members 
Mstep: Class 27 contains 22776 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134064.000000 Penalty: 106369.406250
Iteration 116Q: 31 clusters Score -1.571341e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187712 members 
Mstep: Class 2 contains 7393 members 
Mstep: Class 3 contains 296311 members 
Mstep: Class 4 contains 15754 members 
Mstep: Class 5 contains 15820 members 
Mstep: Class 6 contains 9179 members 
Mstep: Class 7 contains 68809 members 
Mstep: Class 8 contains 42787 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 93208 members 
Mstep: Class 13 contains 5134 members 
Mstep: Class 14 contains 17680 members 
Mstep: Class 15 contains 14250 members 
Mstep: Class 16 contains 99048 members 
Mstep: Class 17 contains 13775 members 
Mstep: Class 18 contains 50766 members 
Mstep: Class 19 contains 10930 members 
Mstep: Class 20 contains 109411 members 
Mstep: Class 21 contains 15416 members 
Mstep: Class 22 contains 151633 members 
Mstep: Class 23 contains 39383 members 
Mstep: Class 24 contains 234195 members 
Mstep: Class 25 contains 16719 members 
Mstep: Class 26 contains 31910 members 
Mstep: Class 27 contains 22770 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133984.000000 Penalty: 106369.406250
Iteration 117Q: 31 clusters Score -1.57134e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187615 members 
Mstep: Class 2 contains 7393 members 
Mstep: Class 3 contains 296319 members 
Mstep: Class 4 contains 15754 members 
Mstep: Class 5 contains 15819 members 
Mstep: Class 6 contains 9177 members 
Mstep: Class 7 contains 68802 members 
Mstep: Class 8 contains 42790 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 19027 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 93345 members 
Mstep: Class 13 contains 5134 members 
Mstep: Class 14 contains 17678 members 
Mstep: Class 15 contains 14250 members 
Mstep: Class 16 contains 98998 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 50763 members 
Mstep: Class 19 contains 10929 members 
Mstep: Class 20 contains 109354 members 
Mstep: Class 21 contains 15415 members 
Mstep: Class 22 contains 151667 members 
Mstep: Class 23 contains 39386 members 
Mstep: Class 24 contains 234223 members 
Mstep: Class 25 contains 16719 members 
Mstep: Class 26 contains 31910 members 
Mstep: Class 27 contains 22771 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 7129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133952.000000 Penalty: 106369.406250
Iteration 118Q: 31 clusters Score -1.57134e+08 nChanged 300
Entering ConstructFrom: 
Score: -157133952.000000 Penalty: 106369.406250
Entering ConstructFrom: 
Trying to split cluster 1 (187540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187540 members 
Entering Unmasked Estep 
Score: -18860498.000000 Penalty: 3011.153320
	Iteration 0F: 2 clusters Score -1.88605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93805 members 
Mstep: Class 2 contains 93735 members 
Entering Unmasked Estep 
Score: -18735364.000000 Penalty: 6022.306641
	Iteration 0F: 3 clusters Score -1.873536e+07 nChanged 90319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94798 members 
Mstep: Class 2 contains 92742 members 
Entering Unmasked Estep 
Score: -18788210.000000 Penalty: 6022.306641
	Iteration 1F: 3 clusters Score -1.878821e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95243 members 
Mstep: Class 2 contains 92297 members 
Entering Unmasked Estep 
Score: -18789012.000000 Penalty: 6022.306641
	Iteration 2Q: 3 clusters Score -1.878901e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -18789930.000000 Penalty: 6022.306641
	Iteration 3Q: 3 clusters Score -1.878993e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97040 members 
Mstep: Class 2 contains 90500 members 
Entering Unmasked Estep 
Score: -18791196.000000 Penalty: 6022.306641
	Iteration 4Q: 3 clusters Score -1.87912e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98762 members 
Mstep: Class 2 contains 88778 members 
Entering Unmasked Estep 
Score: -18792890.000000 Penalty: 6022.306641
	Iteration 5Q: 3 clusters Score -1.879289e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101366 members 
Mstep: Class 2 contains 86174 members 
Entering Unmasked Estep 
Score: -18794874.000000 Penalty: 6022.306641
	Iteration 6Q: 3 clusters Score -1.879487e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105098 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -18798040.000000 Penalty: 6022.306641
	Iteration 7Q: 3 clusters Score -1.879804e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110148 members 
Mstep: Class 2 contains 77392 members 
Entering Unmasked Estep 
Score: -18803142.000000 Penalty: 6022.306641
	Iteration 8Q: 3 clusters Score -1.880314e+07 nChanged 10825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116549 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -18810474.000000 Penalty: 6022.306641
	Iteration 9F: 3 clusters Score -1.881047e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123370 members 
Mstep: Class 2 contains 64170 members 
Entering Unmasked Estep 
Score: -18819598.000000 Penalty: 6022.306641
	Iteration 10F: 3 clusters Score -1.88196e+07 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128879 members 
Mstep: Class 2 contains 58661 members 
Entering Unmasked Estep 
Score: -18827752.000000 Penalty: 6022.306641
	Iteration 11F: 3 clusters Score -1.882775e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132999 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -18832322.000000 Penalty: 6022.306641
	Iteration 12Q: 3 clusters Score -1.883232e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136468 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -18834440.000000 Penalty: 6022.306641
	Iteration 13Q: 3 clusters Score -1.883444e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139773 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -18835924.000000 Penalty: 6022.306641
	Iteration 14Q: 3 clusters Score -1.883592e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143145 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -18837256.000000 Penalty: 6022.306641
	Iteration 15Q: 3 clusters Score -1.883726e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146461 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -18838744.000000 Penalty: 6022.306641
	Iteration 16Q: 3 clusters Score -1.883874e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149806 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -18840176.000000 Penalty: 6022.306641
	Iteration 17Q: 3 clusters Score -1.884018e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153164 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -18841742.000000 Penalty: 6022.306641
	Iteration 18Q: 3 clusters Score -1.884174e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156418 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -18843324.000000 Penalty: 6022.306641
	Iteration 19Q: 3 clusters Score -1.884332e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159519 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -18844602.000000 Penalty: 6022.306641
	Iteration 20F: 3 clusters Score -1.88446e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162525 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -18845886.000000 Penalty: 6022.306641
	Iteration 21Q: 3 clusters Score -1.884589e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165340 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -18847322.000000 Penalty: 6022.306641
	Iteration 22Q: 3 clusters Score -1.884732e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168096 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -18848660.000000 Penalty: 6022.306641
	Iteration 23Q: 3 clusters Score -1.884866e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170649 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -18850042.000000 Penalty: 6022.306641
	Iteration 24Q: 3 clusters Score -1.885004e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172966 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -18851108.000000 Penalty: 6022.306641
	Iteration 25Q: 3 clusters Score -1.885111e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175100 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -18852222.000000 Penalty: 6022.306641
	Iteration 26Q: 3 clusters Score -1.885222e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177031 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -18853216.000000 Penalty: 6022.306641
	Iteration 27Q: 3 clusters Score -1.885322e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178695 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -18854098.000000 Penalty: 6022.306641
	Iteration 28Q: 3 clusters Score -1.88541e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180118 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -18854768.000000 Penalty: 6022.306641
	Iteration 29Q: 3 clusters Score -1.885477e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181324 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -18855366.000000 Penalty: 6022.306641
	Iteration 30Q: 3 clusters Score -1.885537e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182377 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -18855876.000000 Penalty: 6022.306641
	Iteration 31Q: 3 clusters Score -1.885588e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183209 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -18856312.000000 Penalty: 6022.306641
	Iteration 32Q: 3 clusters Score -1.885631e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183887 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -18856640.000000 Penalty: 6022.306641
	Iteration 33Q: 3 clusters Score -1.885664e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184447 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -18856938.000000 Penalty: 6022.306641
	Iteration 34Q: 3 clusters Score -1.885694e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184896 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -18857160.000000 Penalty: 6022.306641
	Iteration 35Q: 3 clusters Score -1.885716e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185242 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -18857312.000000 Penalty: 6022.306641
	Iteration 36Q: 3 clusters Score -1.885731e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185490 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -18857448.000000 Penalty: 6022.306641
	Iteration 37Q: 3 clusters Score -1.885745e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185697 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -18857544.000000 Penalty: 6022.306641
	Iteration 38Q: 3 clusters Score -1.885754e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185875 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -18857586.000000 Penalty: 6022.306641
	Iteration 39Q: 3 clusters Score -1.885759e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186024 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -18857656.000000 Penalty: 6022.306641
	Iteration 40F: 3 clusters Score -1.885766e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186154 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -18857712.000000 Penalty: 6022.306641
	Iteration 41Q: 3 clusters Score -1.885771e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186267 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -18857780.000000 Penalty: 6022.306641
	Iteration 42Q: 3 clusters Score -1.885778e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186343 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -18857810.000000 Penalty: 6022.306641
	Iteration 43Q: 3 clusters Score -1.885781e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186390 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -18857826.000000 Penalty: 6022.306641
	Iteration 44Q: 3 clusters Score -1.885783e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186420 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -18857828.000000 Penalty: 6022.306641
	Iteration 45Q: 3 clusters Score -1.885783e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186449 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -18857858.000000 Penalty: 6022.306641
	Iteration 46Q: 3 clusters Score -1.885786e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186486 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -18857882.000000 Penalty: 6022.306641
	Iteration 47Q: 3 clusters Score -1.885788e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186522 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -18857908.000000 Penalty: 6022.306641
	Iteration 48Q: 3 clusters Score -1.885791e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186556 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -18857930.000000 Penalty: 6022.306641
	Iteration 49Q: 3 clusters Score -1.885793e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186578 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -18857928.000000 Penalty: 6022.306641
	Iteration 50Q: 3 clusters Score -1.885793e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186599 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -18857944.000000 Penalty: 6022.306641
	Iteration 51Q: 3 clusters Score -1.885794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186615 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -18857958.000000 Penalty: 6022.306641
	Iteration 52Q: 3 clusters Score -1.885796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186633 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -18857982.000000 Penalty: 6022.306641
	Iteration 53Q: 3 clusters Score -1.885798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186647 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -18857966.000000 Penalty: 6022.306641
	Iteration 54Q: 3 clusters Score -1.885797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186652 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -18857988.000000 Penalty: 6022.306641
	Iteration 55Q: 3 clusters Score -1.885799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186655 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -18857986.000000 Penalty: 6022.306641
	Iteration 56Q: 3 clusters Score -1.885799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186667 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -18857970.000000 Penalty: 6022.306641
	Iteration 57Q: 3 clusters Score -1.885797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186679 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -18857980.000000 Penalty: 6022.306641
	Iteration 58Q: 3 clusters Score -1.885798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186691 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -18857990.000000 Penalty: 6022.306641
	Iteration 59Q: 3 clusters Score -1.885799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186701 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -18858004.000000 Penalty: 6022.306641
	Iteration 60F: 3 clusters Score -1.8858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186713 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -18857994.000000 Penalty: 6022.306641
	Iteration 61Q: 3 clusters Score -1.885799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186723 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -18857994.000000 Penalty: 6022.306641
	Iteration 62Q: 3 clusters Score -1.885799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186732 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -18858004.000000 Penalty: 6022.306641
	Iteration 63Q: 3 clusters Score -1.8858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186741 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -18858004.000000 Penalty: 6022.306641
	Iteration 64Q: 3 clusters Score -1.8858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186746 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -18858020.000000 Penalty: 6022.306641
	Iteration 65Q: 3 clusters Score -1.885802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186752 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -18858032.000000 Penalty: 6022.306641
	Iteration 66Q: 3 clusters Score -1.885803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186754 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -18858022.000000 Penalty: 6022.306641
	Iteration 67Q: 3 clusters Score -1.885802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186755 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -18858016.000000 Penalty: 6022.306641
	Iteration 68Q: 3 clusters Score -1.885802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186758 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -18858024.000000 Penalty: 6022.306641
	Iteration 69Q: 3 clusters Score -1.885802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186760 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -18858026.000000 Penalty: 6022.306641
	Iteration 70Q: 3 clusters Score -1.885803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186763 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -18858040.000000 Penalty: 6022.306641
	Iteration 71Q: 3 clusters Score -1.885804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186766 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -18858028.000000 Penalty: 6022.306641
	Iteration 72Q: 3 clusters Score -1.885803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186766 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -18858028.000000 Penalty: 6022.306641
	Iteration 73F: 3 clusters Score -1.885803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Entering Unmasked Estep 
Score: -633967.562500 Penalty: 2209.255615
	Iteration 0F: 2 clusters Score -633967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -628002.687500 Penalty: 4418.511230
	Iteration 0F: 3 clusters Score -628002.7 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -630199.562500 Penalty: 4418.511230
	Iteration 1F: 3 clusters Score -630199.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -630985.312500 Penalty: 4418.511230
	Iteration 2F: 3 clusters Score -630985.3 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -631730.875000 Penalty: 4418.511230
	Iteration 3F: 3 clusters Score -631730.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -632365.562500 Penalty: 4418.511230
	Iteration 4F: 3 clusters Score -632365.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -632779.750000 Penalty: 4418.511230
	Iteration 5F: 3 clusters Score -632779.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -633094.125000 Penalty: 4418.511230
	Iteration 6Q: 3 clusters Score -633094.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -633304.250000 Penalty: 4418.511230
	Iteration 7Q: 3 clusters Score -633304.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -633454.500000 Penalty: 4418.511230
	Iteration 8Q: 3 clusters Score -633454.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -633564.562500 Penalty: 4418.511230
	Iteration 9Q: 3 clusters Score -633564.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -633634.000000 Penalty: 4418.511230
	Iteration 10Q: 3 clusters Score -633634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -633675.375000 Penalty: 4418.511230
	Iteration 11Q: 3 clusters Score -633675.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -633719.500000 Penalty: 4418.511230
	Iteration 12Q: 3 clusters Score -633719.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -633747.187500 Penalty: 4418.511230
	Iteration 13Q: 3 clusters Score -633747.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -633765.812500 Penalty: 4418.511230
	Iteration 14Q: 3 clusters Score -633765.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -633784.062500 Penalty: 4418.511230
	Iteration 15Q: 3 clusters Score -633784.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -633797.562500 Penalty: 4418.511230
	Iteration 16Q: 3 clusters Score -633797.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -633811.125000 Penalty: 4418.511230
	Iteration 17Q: 3 clusters Score -633811.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -633821.687500 Penalty: 4418.511230
	Iteration 18Q: 3 clusters Score -633821.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -633828.312500 Penalty: 4418.511230
	Iteration 19Q: 3 clusters Score -633828.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -633835.937500 Penalty: 4418.511230
	Iteration 20F: 3 clusters Score -633835.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -633839.437500 Penalty: 4418.511230
	Iteration 21Q: 3 clusters Score -633839.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -633844.125000 Penalty: 4418.511230
	Iteration 22Q: 3 clusters Score -633844.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -633844.312500 Penalty: 4418.511230
	Iteration 23Q: 3 clusters Score -633844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -633846.500000 Penalty: 4418.511230
	Iteration 24Q: 3 clusters Score -633846.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -633846.500000 Penalty: 4418.511230
	Iteration 25Q: 3 clusters Score -633846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -633848.375000 Penalty: 4418.511230
	Iteration 26Q: 3 clusters Score -633848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -633848.250000 Penalty: 4418.511230
	Iteration 27Q: 3 clusters Score -633848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -633846.875000 Penalty: 4418.511230
	Iteration 28Q: 3 clusters Score -633846.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -633847.625000 Penalty: 4418.511230
	Iteration 29Q: 3 clusters Score -633847.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -633847.625000 Penalty: 4418.511230
	Iteration 30F: 3 clusters Score -633847.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (296327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296327 members 
Entering Unmasked Estep 
Score: -29639550.000000 Penalty: 3124.606445
	Iteration 0F: 2 clusters Score -2.963955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148004 members 
Mstep: Class 2 contains 148323 members 
Entering Unmasked Estep 
Score: -29451820.000000 Penalty: 6249.212891
	Iteration 0F: 3 clusters Score -2.945182e+07 nChanged 143813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143291 members 
Mstep: Class 2 contains 153036 members 
Entering Unmasked Estep 
Score: -29538070.000000 Penalty: 6249.212891
	Iteration 1F: 3 clusters Score -2.953807e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139823 members 
Mstep: Class 2 contains 156504 members 
Entering Unmasked Estep 
Score: -29540106.000000 Penalty: 6249.212891
	Iteration 2Q: 3 clusters Score -2.954011e+07 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134354 members 
Mstep: Class 2 contains 161973 members 
Entering Unmasked Estep 
Score: -29543192.000000 Penalty: 6249.212891
	Iteration 3Q: 3 clusters Score -2.954319e+07 nChanged 12860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126096 members 
Mstep: Class 2 contains 170231 members 
Entering Unmasked Estep 
Score: -29548258.000000 Penalty: 6249.212891
	Iteration 4Q: 3 clusters Score -2.954826e+07 nChanged 16278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113974 members 
Mstep: Class 2 contains 182353 members 
Entering Unmasked Estep 
Score: -29555768.000000 Penalty: 6249.212891
	Iteration 5F: 3 clusters Score -2.955577e+07 nChanged 19481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98021 members 
Mstep: Class 2 contains 198306 members 
Entering Unmasked Estep 
Score: -29566038.000000 Penalty: 6249.212891
	Iteration 6F: 3 clusters Score -2.956604e+07 nChanged 21630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 217174 members 
Entering Unmasked Estep 
Score: -29578198.000000 Penalty: 6249.212891
	Iteration 7F: 3 clusters Score -2.95782e+07 nChanged 20650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 236070 members 
Entering Unmasked Estep 
Score: -29590688.000000 Penalty: 6249.212891
	Iteration 8F: 3 clusters Score -2.959069e+07 nChanged 17341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 252533 members 
Entering Unmasked Estep 
Score: -29602082.000000 Penalty: 6249.212891
	Iteration 9F: 3 clusters Score -2.960208e+07 nChanged 13555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 265686 members 
Entering Unmasked Estep 
Score: -29612172.000000 Penalty: 6249.212891
	Iteration 10Q: 3 clusters Score -2.961217e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 275451 members 
Entering Unmasked Estep 
Score: -29620242.000000 Penalty: 6249.212891
	Iteration 11Q: 3 clusters Score -2.962024e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 282372 members 
Entering Unmasked Estep 
Score: -29626394.000000 Penalty: 6249.212891
	Iteration 12Q: 3 clusters Score -2.962639e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 286558 members 
Entering Unmasked Estep 
Score: -29630828.000000 Penalty: 6249.212891
	Iteration 13Q: 3 clusters Score -2.963083e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 288679 members 
Entering Unmasked Estep 
Score: -29633686.000000 Penalty: 6249.212891
	Iteration 14Q: 3 clusters Score -2.963369e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 289585 members 
Entering Unmasked Estep 
Score: -29635222.000000 Penalty: 6249.212891
	Iteration 15Q: 3 clusters Score -2.963522e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 289953 members 
Entering Unmasked Estep 
Score: -29636122.000000 Penalty: 6249.212891
	Iteration 16Q: 3 clusters Score -2.963612e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 290093 members 
Entering Unmasked Estep 
Score: -29636470.000000 Penalty: 6249.212891
	Iteration 17Q: 3 clusters Score -2.963647e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 290178 members 
Entering Unmasked Estep 
Score: -29636630.000000 Penalty: 6249.212891
	Iteration 18Q: 3 clusters Score -2.963663e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 290216 members 
Entering Unmasked Estep 
Score: -29636798.000000 Penalty: 6249.212891
	Iteration 19Q: 3 clusters Score -2.96368e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 290264 members 
Entering Unmasked Estep 
Score: -29636944.000000 Penalty: 6249.212891
	Iteration 20F: 3 clusters Score -2.963694e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 290277 members 
Entering Unmasked Estep 
Score: -29636980.000000 Penalty: 6249.212891
	Iteration 21Q: 3 clusters Score -2.963698e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 290272 members 
Entering Unmasked Estep 
Score: -29637064.000000 Penalty: 6249.212891
	Iteration 22Q: 3 clusters Score -2.963706e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 290253 members 
Entering Unmasked Estep 
Score: -29637140.000000 Penalty: 6249.212891
	Iteration 23Q: 3 clusters Score -2.963714e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 290238 members 
Entering Unmasked Estep 
Score: -29637220.000000 Penalty: 6249.212891
	Iteration 24Q: 3 clusters Score -2.963722e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 290247 members 
Entering Unmasked Estep 
Score: -29637238.000000 Penalty: 6249.212891
	Iteration 25Q: 3 clusters Score -2.963724e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 290245 members 
Entering Unmasked Estep 
Score: -29637276.000000 Penalty: 6249.212891
	Iteration 26Q: 3 clusters Score -2.963728e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 290238 members 
Entering Unmasked Estep 
Score: -29637312.000000 Penalty: 6249.212891
	Iteration 27Q: 3 clusters Score -2.963731e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 290230 members 
Entering Unmasked Estep 
Score: -29637336.000000 Penalty: 6249.212891
	Iteration 28Q: 3 clusters Score -2.963734e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 290233 members 
Entering Unmasked Estep 
Score: -29637336.000000 Penalty: 6249.212891
	Iteration 29Q: 3 clusters Score -2.963734e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 290245 members 
Entering Unmasked Estep 
Score: -29637334.000000 Penalty: 6249.212891
	Iteration 30Q: 3 clusters Score -2.963733e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 290246 members 
Entering Unmasked Estep 
Score: -29637332.000000 Penalty: 6249.212891
	Iteration 31Q: 3 clusters Score -2.963733e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 290251 members 
Entering Unmasked Estep 
Score: -29637308.000000 Penalty: 6249.212891
	Iteration 32Q: 3 clusters Score -2.963731e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 290255 members 
Entering Unmasked Estep 
Score: -29637308.000000 Penalty: 6249.212891
	Iteration 33Q: 3 clusters Score -2.963731e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 290247 members 
Entering Unmasked Estep 
Score: -29637338.000000 Penalty: 6249.212891
	Iteration 34Q: 3 clusters Score -2.963734e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 290232 members 
Entering Unmasked Estep 
Score: -29637368.000000 Penalty: 6249.212891
	Iteration 35Q: 3 clusters Score -2.963737e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 290225 members 
Entering Unmasked Estep 
Score: -29637378.000000 Penalty: 6249.212891
	Iteration 36Q: 3 clusters Score -2.963738e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 290216 members 
Entering Unmasked Estep 
Score: -29637380.000000 Penalty: 6249.212891
	Iteration 37Q: 3 clusters Score -2.963738e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 290197 members 
Entering Unmasked Estep 
Score: -29637404.000000 Penalty: 6249.212891
	Iteration 38Q: 3 clusters Score -2.96374e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 290184 members 
Entering Unmasked Estep 
Score: -29637400.000000 Penalty: 6249.212891
	Iteration 39Q: 3 clusters Score -2.96374e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 290165 members 
Entering Unmasked Estep 
Score: -29637438.000000 Penalty: 6249.212891
	Iteration 40F: 3 clusters Score -2.963744e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 290146 members 
Entering Unmasked Estep 
Score: -29637434.000000 Penalty: 6249.212891
	Iteration 41Q: 3 clusters Score -2.963743e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 290121 members 
Entering Unmasked Estep 
Score: -29637462.000000 Penalty: 6249.212891
	Iteration 42Q: 3 clusters Score -2.963746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 290107 members 
Entering Unmasked Estep 
Score: -29637458.000000 Penalty: 6249.212891
	Iteration 43Q: 3 clusters Score -2.963746e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 290096 members 
Entering Unmasked Estep 
Score: -29637470.000000 Penalty: 6249.212891
	Iteration 44Q: 3 clusters Score -2.963747e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 290086 members 
Entering Unmasked Estep 
Score: -29637456.000000 Penalty: 6249.212891
	Iteration 45Q: 3 clusters Score -2.963746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 290081 members 
Entering Unmasked Estep 
Score: -29637446.000000 Penalty: 6249.212891
	Iteration 46Q: 3 clusters Score -2.963745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 290080 members 
Entering Unmasked Estep 
Score: -29637458.000000 Penalty: 6249.212891
	Iteration 47Q: 3 clusters Score -2.963746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 290076 members 
Entering Unmasked Estep 
Score: -29637454.000000 Penalty: 6249.212891
	Iteration 48Q: 3 clusters Score -2.963745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 290074 members 
Entering Unmasked Estep 
Score: -29637444.000000 Penalty: 6249.212891
	Iteration 49Q: 3 clusters Score -2.963744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 290072 members 
Entering Unmasked Estep 
Score: -29637432.000000 Penalty: 6249.212891
	Iteration 50Q: 3 clusters Score -2.963743e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 290072 members 
Entering Unmasked Estep 
Score: -29637438.000000 Penalty: 6249.212891
	Iteration 51Q: 3 clusters Score -2.963744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 290063 members 
Entering Unmasked Estep 
Score: -29637440.000000 Penalty: 6249.212891
	Iteration 52Q: 3 clusters Score -2.963744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 290055 members 
Entering Unmasked Estep 
Score: -29637436.000000 Penalty: 6249.212891
	Iteration 53Q: 3 clusters Score -2.963744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 290049 members 
Entering Unmasked Estep 
Score: -29637440.000000 Penalty: 6249.212891
	Iteration 54Q: 3 clusters Score -2.963744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 290043 members 
Entering Unmasked Estep 
Score: -29637452.000000 Penalty: 6249.212891
	Iteration 55Q: 3 clusters Score -2.963745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 290038 members 
Entering Unmasked Estep 
Score: -29637434.000000 Penalty: 6249.212891
	Iteration 56Q: 3 clusters Score -2.963743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 290034 members 
Entering Unmasked Estep 
Score: -29637444.000000 Penalty: 6249.212891
	Iteration 57Q: 3 clusters Score -2.963744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 290036 members 
Entering Unmasked Estep 
Score: -29637434.000000 Penalty: 6249.212891
	Iteration 58Q: 3 clusters Score -2.963743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 290037 members 
Entering Unmasked Estep 
Score: -29637450.000000 Penalty: 6249.212891
	Iteration 59Q: 3 clusters Score -2.963745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 290036 members 
Entering Unmasked Estep 
Score: -29637450.000000 Penalty: 6249.212891
	Iteration 60F: 3 clusters Score -2.963745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 290038 members 
Entering Unmasked Estep 
Score: -29637448.000000 Penalty: 6249.212891
	Iteration 61Q: 3 clusters Score -2.963745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 290043 members 
Entering Unmasked Estep 
Score: -29637470.000000 Penalty: 6249.212891
	Iteration 62Q: 3 clusters Score -2.963747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 290047 members 
Entering Unmasked Estep 
Score: -29637470.000000 Penalty: 6249.212891
	Iteration 63Q: 3 clusters Score -2.963747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 290053 members 
Entering Unmasked Estep 
Score: -29637442.000000 Penalty: 6249.212891
	Iteration 64Q: 3 clusters Score -2.963744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 290055 members 
Entering Unmasked Estep 
Score: -29637466.000000 Penalty: 6249.212891
	Iteration 65Q: 3 clusters Score -2.963747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 290058 members 
Entering Unmasked Estep 
Score: -29637468.000000 Penalty: 6249.212891
	Iteration 66Q: 3 clusters Score -2.963747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 290061 members 
Entering Unmasked Estep 
Score: -29637476.000000 Penalty: 6249.212891
	Iteration 67Q: 3 clusters Score -2.963748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 290063 members 
Entering Unmasked Estep 
Score: -29637468.000000 Penalty: 6249.212891
	Iteration 68Q: 3 clusters Score -2.963747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 290065 members 
Entering Unmasked Estep 
Score: -29637478.000000 Penalty: 6249.212891
	Iteration 69Q: 3 clusters Score -2.963748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 290064 members 
Entering Unmasked Estep 
Score: -29637482.000000 Penalty: 6249.212891
	Iteration 70Q: 3 clusters Score -2.963748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 290061 members 
Entering Unmasked Estep 
Score: -29637498.000000 Penalty: 6249.212891
	Iteration 71Q: 3 clusters Score -2.96375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 290060 members 
Entering Unmasked Estep 
Score: -29637488.000000 Penalty: 6249.212891
	Iteration 72Q: 3 clusters Score -2.963749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 290059 members 
Entering Unmasked Estep 
Score: -29637496.000000 Penalty: 6249.212891
	Iteration 73Q: 3 clusters Score -2.96375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 290059 members 
Entering Unmasked Estep 
Score: -29637514.000000 Penalty: 6249.212891
	Iteration 74Q: 3 clusters Score -2.963751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 290059 members 
Entering Unmasked Estep 
Score: -29637514.000000 Penalty: 6249.212891
	Iteration 75F: 3 clusters Score -2.963751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Entering Unmasked Estep 
Score: -1522797.875000 Penalty: 2396.898438
	Iteration 0F: 2 clusters Score -1522798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1511411.000000 Penalty: 4793.796875
	Iteration 0F: 3 clusters Score -1511411 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1515273.875000 Penalty: 4793.796875
	Iteration 1F: 3 clusters Score -1515274 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1515891.875000 Penalty: 4793.796875
	Iteration 2F: 3 clusters Score -1515892 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1516519.625000 Penalty: 4793.796875
	Iteration 3F: 3 clusters Score -1516520 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1517240.875000 Penalty: 4793.796875
	Iteration 4F: 3 clusters Score -1517241 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1518105.375000 Penalty: 4793.796875
	Iteration 5F: 3 clusters Score -1518105 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1519062.125000 Penalty: 4793.796875
	Iteration 6F: 3 clusters Score -1519062 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1519806.125000 Penalty: 4793.796875
	Iteration 7F: 3 clusters Score -1519806 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1520340.625000 Penalty: 4793.796875
	Iteration 8F: 3 clusters Score -1520341 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1520696.625000 Penalty: 4793.796875
	Iteration 9Q: 3 clusters Score -1520697 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1520941.750000 Penalty: 4793.796875
	Iteration 10Q: 3 clusters Score -1520942 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1521138.125000 Penalty: 4793.796875
	Iteration 11Q: 3 clusters Score -1521138 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1521330.375000 Penalty: 4793.796875
	Iteration 12Q: 3 clusters Score -1521330 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1521488.875000 Penalty: 4793.796875
	Iteration 13Q: 3 clusters Score -1521489 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1521604.000000 Penalty: 4793.796875
	Iteration 14Q: 3 clusters Score -1521604 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1521687.250000 Penalty: 4793.796875
	Iteration 15Q: 3 clusters Score -1521687 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1521758.625000 Penalty: 4793.796875
	Iteration 16Q: 3 clusters Score -1521759 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1521818.500000 Penalty: 4793.796875
	Iteration 17Q: 3 clusters Score -1521818 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1521859.000000 Penalty: 4793.796875
	Iteration 18Q: 3 clusters Score -1521859 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1521891.625000 Penalty: 4793.796875
	Iteration 19Q: 3 clusters Score -1521892 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1521928.125000 Penalty: 4793.796875
	Iteration 20F: 3 clusters Score -1521928 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1521954.500000 Penalty: 4793.796875
	Iteration 21Q: 3 clusters Score -1521954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1521987.375000 Penalty: 4793.796875
	Iteration 22Q: 3 clusters Score -1521987 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1522010.125000 Penalty: 4793.796875
	Iteration 23Q: 3 clusters Score -1522010 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1522037.750000 Penalty: 4793.796875
	Iteration 24Q: 3 clusters Score -1522038 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1522072.250000 Penalty: 4793.796875
	Iteration 25Q: 3 clusters Score -1522072 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1522093.125000 Penalty: 4793.796875
	Iteration 26Q: 3 clusters Score -1522093 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1522116.250000 Penalty: 4793.796875
	Iteration 27Q: 3 clusters Score -1522116 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1522132.500000 Penalty: 4793.796875
	Iteration 28Q: 3 clusters Score -1522132 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1522152.625000 Penalty: 4793.796875
	Iteration 29Q: 3 clusters Score -1522153 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1522166.625000 Penalty: 4793.796875
	Iteration 30Q: 3 clusters Score -1522167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1522178.000000 Penalty: 4793.796875
	Iteration 31Q: 3 clusters Score -1522178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1522183.500000 Penalty: 4793.796875
	Iteration 32Q: 3 clusters Score -1522184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1522185.625000 Penalty: 4793.796875
	Iteration 33Q: 3 clusters Score -1522186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1522195.625000 Penalty: 4793.796875
	Iteration 34Q: 3 clusters Score -1522196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1522204.500000 Penalty: 4793.796875
	Iteration 35Q: 3 clusters Score -1522204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1522210.000000 Penalty: 4793.796875
	Iteration 36Q: 3 clusters Score -1522210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1522215.500000 Penalty: 4793.796875
	Iteration 37Q: 3 clusters Score -1522216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1522226.250000 Penalty: 4793.796875
	Iteration 38Q: 3 clusters Score -1522226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1522226.375000 Penalty: 4793.796875
	Iteration 39Q: 3 clusters Score -1522226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1522231.375000 Penalty: 4793.796875
	Iteration 40F: 3 clusters Score -1522231 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1522237.250000 Penalty: 4793.796875
	Iteration 41Q: 3 clusters Score -1522237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1522239.125000 Penalty: 4793.796875
	Iteration 42Q: 3 clusters Score -1522239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1522249.250000 Penalty: 4793.796875
	Iteration 43Q: 3 clusters Score -1522249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1522262.375000 Penalty: 4793.796875
	Iteration 44Q: 3 clusters Score -1522262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1522268.000000 Penalty: 4793.796875
	Iteration 45Q: 3 clusters Score -1522268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1522276.000000 Penalty: 4793.796875
	Iteration 46Q: 3 clusters Score -1522276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1522283.375000 Penalty: 4793.796875
	Iteration 47Q: 3 clusters Score -1522283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1522292.375000 Penalty: 4793.796875
	Iteration 48Q: 3 clusters Score -1522292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1522295.750000 Penalty: 4793.796875
	Iteration 49Q: 3 clusters Score -1522296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1522299.625000 Penalty: 4793.796875
	Iteration 50Q: 3 clusters Score -1522300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1522313.500000 Penalty: 4793.796875
	Iteration 51Q: 3 clusters Score -1522314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1522328.625000 Penalty: 4793.796875
	Iteration 52Q: 3 clusters Score -1522329 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1522335.875000 Penalty: 4793.796875
	Iteration 53Q: 3 clusters Score -1522336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1522353.250000 Penalty: 4793.796875
	Iteration 54Q: 3 clusters Score -1522353 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1522364.250000 Penalty: 4793.796875
	Iteration 55Q: 3 clusters Score -1522364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1522376.000000 Penalty: 4793.796875
	Iteration 56Q: 3 clusters Score -1522376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1522389.375000 Penalty: 4793.796875
	Iteration 57Q: 3 clusters Score -1522389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1522401.750000 Penalty: 4793.796875
	Iteration 58Q: 3 clusters Score -1522402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1522421.375000 Penalty: 4793.796875
	Iteration 59Q: 3 clusters Score -1522421 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1522437.500000 Penalty: 4793.796875
	Iteration 60F: 3 clusters Score -1522438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1522452.125000 Penalty: 4793.796875
	Iteration 61Q: 3 clusters Score -1522452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1522458.375000 Penalty: 4793.796875
	Iteration 62Q: 3 clusters Score -1522458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1522475.625000 Penalty: 4793.796875
	Iteration 63Q: 3 clusters Score -1522476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1522482.000000 Penalty: 4793.796875
	Iteration 64Q: 3 clusters Score -1522482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1522491.000000 Penalty: 4793.796875
	Iteration 65Q: 3 clusters Score -1522491 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1522499.000000 Penalty: 4793.796875
	Iteration 66Q: 3 clusters Score -1522499 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1522507.250000 Penalty: 4793.796875
	Iteration 67Q: 3 clusters Score -1522507 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1522517.250000 Penalty: 4793.796875
	Iteration 68Q: 3 clusters Score -1522517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1522526.625000 Penalty: 4793.796875
	Iteration 69Q: 3 clusters Score -1522527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1522532.000000 Penalty: 4793.796875
	Iteration 70Q: 3 clusters Score -1522532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1522535.875000 Penalty: 4793.796875
	Iteration 71Q: 3 clusters Score -1522536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1522535.250000 Penalty: 4793.796875
	Iteration 72Q: 3 clusters Score -1522535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1522548.625000 Penalty: 4793.796875
	Iteration 73Q: 3 clusters Score -1522549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1522556.875000 Penalty: 4793.796875
	Iteration 74Q: 3 clusters Score -1522557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1522562.125000 Penalty: 4793.796875
	Iteration 75Q: 3 clusters Score -1522562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1522566.500000 Penalty: 4793.796875
	Iteration 76Q: 3 clusters Score -1522566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1522564.000000 Penalty: 4793.796875
	Iteration 77Q: 3 clusters Score -1522564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1522568.500000 Penalty: 4793.796875
	Iteration 78Q: 3 clusters Score -1522568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1522571.250000 Penalty: 4793.796875
	Iteration 79Q: 3 clusters Score -1522571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1522574.000000 Penalty: 4793.796875
	Iteration 80F: 3 clusters Score -1522574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1522575.875000 Penalty: 4793.796875
	Iteration 81Q: 3 clusters Score -1522576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1522573.625000 Penalty: 4793.796875
	Iteration 82Q: 3 clusters Score -1522574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1522569.750000 Penalty: 4793.796875
	Iteration 83Q: 3 clusters Score -1522570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1522571.375000 Penalty: 4793.796875
	Iteration 84Q: 3 clusters Score -1522571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1522574.125000 Penalty: 4793.796875
	Iteration 85Q: 3 clusters Score -1522574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1522573.625000 Penalty: 4793.796875
	Iteration 86Q: 3 clusters Score -1522574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1522575.000000 Penalty: 4793.796875
	Iteration 87Q: 3 clusters Score -1522575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1522576.875000 Penalty: 4793.796875
	Iteration 88Q: 3 clusters Score -1522577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1522576.250000 Penalty: 4793.796875
	Iteration 89Q: 3 clusters Score -1522576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1522573.500000 Penalty: 4793.796875
	Iteration 90Q: 3 clusters Score -1522574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1522573.625000 Penalty: 4793.796875
	Iteration 91Q: 3 clusters Score -1522574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1522573.625000 Penalty: 4793.796875
	Iteration 92F: 3 clusters Score -1522574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Entering Unmasked Estep 
Score: -1538418.125000 Penalty: 2397.935059
	Iteration 0F: 2 clusters Score -1538418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1527047.750000 Penalty: 4795.870117
	Iteration 0F: 3 clusters Score -1527048 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1530708.750000 Penalty: 4795.870117
	Iteration 1F: 3 clusters Score -1530709 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1531118.500000 Penalty: 4795.870117
	Iteration 2F: 3 clusters Score -1531118 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1531481.125000 Penalty: 4795.870117
	Iteration 3Q: 3 clusters Score -1531481 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1531946.625000 Penalty: 4795.870117
	Iteration 4F: 3 clusters Score -1531947 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1532681.875000 Penalty: 4795.870117
	Iteration 5F: 3 clusters Score -1532682 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1533896.250000 Penalty: 4795.870117
	Iteration 6F: 3 clusters Score -1533896 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1535492.500000 Penalty: 4795.870117
	Iteration 7F: 3 clusters Score -1535492 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1536881.000000 Penalty: 4795.870117
	Iteration 8F: 3 clusters Score -1536881 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1537713.625000 Penalty: 4795.870117
	Iteration 9F: 3 clusters Score -1537714 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1538099.625000 Penalty: 4795.870117
	Iteration 10Q: 3 clusters Score -1538100 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1538263.125000 Penalty: 4795.870117
	Iteration 11Q: 3 clusters Score -1538263 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1538366.625000 Penalty: 4795.870117
	Iteration 12Q: 3 clusters Score -1538367 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1538428.500000 Penalty: 4795.870117
	Iteration 13Q: 3 clusters Score -1538428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1538477.250000 Penalty: 4795.870117
	Iteration 14Q: 3 clusters Score -1538477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1538503.000000 Penalty: 4795.870117
	Iteration 15Q: 3 clusters Score -1538503 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1538547.375000 Penalty: 4795.870117
	Iteration 16Q: 3 clusters Score -1538547 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1538575.750000 Penalty: 4795.870117
	Iteration 17Q: 3 clusters Score -1538576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1538600.500000 Penalty: 4795.870117
	Iteration 18Q: 3 clusters Score -1538600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1538615.125000 Penalty: 4795.870117
	Iteration 19Q: 3 clusters Score -1538615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1538618.875000 Penalty: 4795.870117
	Iteration 20F: 3 clusters Score -1538619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1538622.000000 Penalty: 4795.870117
	Iteration 21Q: 3 clusters Score -1538622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1538623.250000 Penalty: 4795.870117
	Iteration 22Q: 3 clusters Score -1538623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1538625.750000 Penalty: 4795.870117
	Iteration 23Q: 3 clusters Score -1538626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1538626.625000 Penalty: 4795.870117
	Iteration 24Q: 3 clusters Score -1538627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1538626.750000 Penalty: 4795.870117
	Iteration 25Q: 3 clusters Score -1538627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1538626.750000 Penalty: 4795.870117
	Iteration 26F: 3 clusters Score -1538627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187540 members 
Mstep: Class 2 contains 7393 members 
Mstep: Class 3 contains 296327 members 
Mstep: Class 4 contains 15755 members 
Mstep: Class 5 contains 1011 members 
Mstep: Class 6 contains 9177 members 
Mstep: Class 7 contains 68805 members 
Mstep: Class 8 contains 42791 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 93488 members 
Mstep: Class 13 contains 5134 members 
Mstep: Class 14 contains 17678 members 
Mstep: Class 15 contains 14250 members 
Mstep: Class 16 contains 98937 members 
Mstep: Class 17 contains 13777 members 
Mstep: Class 18 contains 50760 members 
Mstep: Class 19 contains 10927 members 
Mstep: Class 20 contains 109301 members 
Mstep: Class 21 contains 15413 members 
Mstep: Class 22 contains 151681 members 
Mstep: Class 23 contains 39383 members 
Mstep: Class 24 contains 234248 members 
Mstep: Class 25 contains 16719 members 
Mstep: Class 26 contains 31909 members 
Mstep: Class 27 contains 22767 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 7136 members 
Mstep: Class 31 contains 14810 members 
Entering Unmasked Estep 
Score: -157132672.000000 Penalty: 109915.046875
Splitting cluster 5 changes total score from -157133952.000000 to -157132672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (9177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Entering Unmasked Estep 
Score: -919572.312500 Penalty: 2262.864990
	Iteration 0F: 2 clusters Score -919572.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -912431.937500 Penalty: 4525.729980
	Iteration 0F: 3 clusters Score -912431.9 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -914542.625000 Penalty: 4525.729980
	Iteration 1F: 3 clusters Score -914542.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -914892.250000 Penalty: 4525.729980
	Iteration 2F: 3 clusters Score -914892.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -915162.625000 Penalty: 4525.729980
	Iteration 3F: 3 clusters Score -915162.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -915366.562500 Penalty: 4525.729980
	Iteration 4Q: 3 clusters Score -915366.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -915534.187500 Penalty: 4525.729980
	Iteration 5Q: 3 clusters Score -915534.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -915671.062500 Penalty: 4525.729980
	Iteration 6Q: 3 clusters Score -915671.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -915790.625000 Penalty: 4525.729980
	Iteration 7Q: 3 clusters Score -915790.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -915910.562500 Penalty: 4525.729980
	Iteration 8Q: 3 clusters Score -915910.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -916042.562500 Penalty: 4525.729980
	Iteration 9Q: 3 clusters Score -916042.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -916173.687500 Penalty: 4525.729980
	Iteration 10Q: 3 clusters Score -916173.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -916331.125000 Penalty: 4525.729980
	Iteration 11Q: 3 clusters Score -916331.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -916500.187500 Penalty: 4525.729980
	Iteration 12Q: 3 clusters Score -916500.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -916682.000000 Penalty: 4525.729980
	Iteration 13Q: 3 clusters Score -916682 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -916849.000000 Penalty: 4525.729980
	Iteration 14Q: 3 clusters Score -916849 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -917001.187500 Penalty: 4525.729980
	Iteration 15Q: 3 clusters Score -917001.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -917127.750000 Penalty: 4525.729980
	Iteration 16Q: 3 clusters Score -917127.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -917237.250000 Penalty: 4525.729980
	Iteration 17Q: 3 clusters Score -917237.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -917350.125000 Penalty: 4525.729980
	Iteration 18Q: 3 clusters Score -917350.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -917429.812500 Penalty: 4525.729980
	Iteration 19Q: 3 clusters Score -917429.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -917502.937500 Penalty: 4525.729980
	Iteration 20F: 3 clusters Score -917502.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -917558.250000 Penalty: 4525.729980
	Iteration 21Q: 3 clusters Score -917558.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -917618.875000 Penalty: 4525.729980
	Iteration 22Q: 3 clusters Score -917618.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -917679.437500 Penalty: 4525.729980
	Iteration 23Q: 3 clusters Score -917679.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -917743.937500 Penalty: 4525.729980
	Iteration 24Q: 3 clusters Score -917743.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -917788.687500 Penalty: 4525.729980
	Iteration 25Q: 3 clusters Score -917788.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -917822.625000 Penalty: 4525.729980
	Iteration 26Q: 3 clusters Score -917822.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -917848.375000 Penalty: 4525.729980
	Iteration 27Q: 3 clusters Score -917848.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -917868.312500 Penalty: 4525.729980
	Iteration 28Q: 3 clusters Score -917868.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -917893.312500 Penalty: 4525.729980
	Iteration 29Q: 3 clusters Score -917893.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -917904.875000 Penalty: 4525.729980
	Iteration 30Q: 3 clusters Score -917904.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -917914.000000 Penalty: 4525.729980
	Iteration 31Q: 3 clusters Score -917914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -917925.125000 Penalty: 4525.729980
	Iteration 32Q: 3 clusters Score -917925.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -917928.937500 Penalty: 4525.729980
	Iteration 33Q: 3 clusters Score -917928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -917934.437500 Penalty: 4525.729980
	Iteration 34Q: 3 clusters Score -917934.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -917944.312500 Penalty: 4525.729980
	Iteration 35Q: 3 clusters Score -917944.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -917951.625000 Penalty: 4525.729980
	Iteration 36Q: 3 clusters Score -917951.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -917961.125000 Penalty: 4525.729980
	Iteration 37Q: 3 clusters Score -917961.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -917966.812500 Penalty: 4525.729980
	Iteration 38Q: 3 clusters Score -917966.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -917971.750000 Penalty: 4525.729980
	Iteration 39Q: 3 clusters Score -917971.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -917974.625000 Penalty: 4525.729980
	Iteration 40F: 3 clusters Score -917974.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -917976.875000 Penalty: 4525.729980
	Iteration 41Q: 3 clusters Score -917976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -917976.937500 Penalty: 4525.729980
	Iteration 42Q: 3 clusters Score -917976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -917977.062500 Penalty: 4525.729980
	Iteration 43Q: 3 clusters Score -917977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -917977.062500 Penalty: 4525.729980
	Iteration 44F: 3 clusters Score -917977.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (68805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Entering Unmasked Estep 
Score: -6903228.000000 Penalty: 2762.479736
	Iteration 0F: 2 clusters Score -6903228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -6857096.500000 Penalty: 5524.959473
	Iteration 0F: 3 clusters Score -6857096 nChanged 32140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -6875481.000000 Penalty: 5524.959473
	Iteration 1F: 3 clusters Score -6875481 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -6876355.000000 Penalty: 5524.959473
	Iteration 2Q: 3 clusters Score -6876355 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -6877549.500000 Penalty: 5524.959473
	Iteration 3Q: 3 clusters Score -6877550 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -6879085.000000 Penalty: 5524.959473
	Iteration 4Q: 3 clusters Score -6879085 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -6881145.000000 Penalty: 5524.959473
	Iteration 5Q: 3 clusters Score -6881145 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -6883696.500000 Penalty: 5524.959473
	Iteration 6F: 3 clusters Score -6883696 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -6886834.000000 Penalty: 5524.959473
	Iteration 7F: 3 clusters Score -6886834 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -6890620.500000 Penalty: 5524.959473
	Iteration 8F: 3 clusters Score -6890620 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -6894337.500000 Penalty: 5524.959473
	Iteration 9F: 3 clusters Score -6894338 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -6897131.000000 Penalty: 5524.959473
	Iteration 10Q: 3 clusters Score -6897131 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -6898810.000000 Penalty: 5524.959473
	Iteration 11Q: 3 clusters Score -6898810 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6899704.500000 Penalty: 5524.959473
	Iteration 12Q: 3 clusters Score -6899704 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67548 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6900137.000000 Penalty: 5524.959473
	Iteration 13Q: 3 clusters Score -6900137 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6900389.500000 Penalty: 5524.959473
	Iteration 14Q: 3 clusters Score -6900390 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6900593.000000 Penalty: 5524.959473
	Iteration 15Q: 3 clusters Score -6900593 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6900716.500000 Penalty: 5524.959473
	Iteration 16Q: 3 clusters Score -6900716 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6900778.000000 Penalty: 5524.959473
	Iteration 17Q: 3 clusters Score -6900778 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68283 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6900826.000000 Penalty: 5524.959473
	Iteration 18Q: 3 clusters Score -6900826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6900865.500000 Penalty: 5524.959473
	Iteration 19Q: 3 clusters Score -6900866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6900889.000000 Penalty: 5524.959473
	Iteration 20F: 3 clusters Score -6900889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6900891.500000 Penalty: 5524.959473
	Iteration 21Q: 3 clusters Score -6900892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6900897.500000 Penalty: 5524.959473
	Iteration 22Q: 3 clusters Score -6900898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6900902.500000 Penalty: 5524.959473
	Iteration 23Q: 3 clusters Score -6900902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6900904.000000 Penalty: 5524.959473
	Iteration 24Q: 3 clusters Score -6900904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68333 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6900904.500000 Penalty: 5524.959473
	Iteration 25Q: 3 clusters Score -6900904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6900900.000000 Penalty: 5524.959473
	Iteration 26Q: 3 clusters Score -6900900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6900897.500000 Penalty: 5524.959473
	Iteration 27Q: 3 clusters Score -6900898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6900903.500000 Penalty: 5524.959473
	Iteration 28Q: 3 clusters Score -6900904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6900904.000000 Penalty: 5524.959473
	Iteration 29Q: 3 clusters Score -6900904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6900901.500000 Penalty: 5524.959473
	Iteration 30Q: 3 clusters Score -6900902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6900904.500000 Penalty: 5524.959473
	Iteration 31Q: 3 clusters Score -6900904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6900913.500000 Penalty: 5524.959473
	Iteration 32Q: 3 clusters Score -6900914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6900913.000000 Penalty: 5524.959473
	Iteration 33Q: 3 clusters Score -6900913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6900914.500000 Penalty: 5524.959473
	Iteration 34Q: 3 clusters Score -6900914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6900921.500000 Penalty: 5524.959473
	Iteration 35Q: 3 clusters Score -6900922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6900921.500000 Penalty: 5524.959473
	Iteration 36F: 3 clusters Score -6900922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Entering Unmasked Estep 
Score: -4222284.500000 Penalty: 2644.692627
	Iteration 0F: 2 clusters Score -4222284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -4193306.500000 Penalty: 5289.385254
	Iteration 0F: 3 clusters Score -4193306 nChanged 19583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4204132.000000 Penalty: 5289.385254
	Iteration 1F: 3 clusters Score -4204132 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4204742.500000 Penalty: 5289.385254
	Iteration 2Q: 3 clusters Score -4204742 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -4205417.500000 Penalty: 5289.385254
	Iteration 3Q: 3 clusters Score -4205418 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -4206257.000000 Penalty: 5289.385254
	Iteration 4Q: 3 clusters Score -4206257 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -4207261.500000 Penalty: 5289.385254
	Iteration 5Q: 3 clusters Score -4207262 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4208684.500000 Penalty: 5289.385254
	Iteration 6F: 3 clusters Score -4208684 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -4210616.500000 Penalty: 5289.385254
	Iteration 7F: 3 clusters Score -4210616 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -4213027.000000 Penalty: 5289.385254
	Iteration 8F: 3 clusters Score -4213027 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -4215684.000000 Penalty: 5289.385254
	Iteration 9F: 3 clusters Score -4215684 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -4217899.000000 Penalty: 5289.385254
	Iteration 10F: 3 clusters Score -4217899 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -4219245.000000 Penalty: 5289.385254
	Iteration 11Q: 3 clusters Score -4219245 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -4219893.500000 Penalty: 5289.385254
	Iteration 12Q: 3 clusters Score -4219894 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -4220280.500000 Penalty: 5289.385254
	Iteration 13Q: 3 clusters Score -4220280 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -4220505.500000 Penalty: 5289.385254
	Iteration 14Q: 3 clusters Score -4220506 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -4220656.500000 Penalty: 5289.385254
	Iteration 15Q: 3 clusters Score -4220656 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -4220785.500000 Penalty: 5289.385254
	Iteration 16Q: 3 clusters Score -4220786 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -4220846.500000 Penalty: 5289.385254
	Iteration 17Q: 3 clusters Score -4220846 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -4220891.000000 Penalty: 5289.385254
	Iteration 18Q: 3 clusters Score -4220891 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4220939.000000 Penalty: 5289.385254
	Iteration 19Q: 3 clusters Score -4220939 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -4220955.500000 Penalty: 5289.385254
	Iteration 20F: 3 clusters Score -4220956 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4220985.500000 Penalty: 5289.385254
	Iteration 21Q: 3 clusters Score -4220986 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4221000.500000 Penalty: 5289.385254
	Iteration 22Q: 3 clusters Score -4221000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4221024.500000 Penalty: 5289.385254
	Iteration 23Q: 3 clusters Score -4221024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4221030.000000 Penalty: 5289.385254
	Iteration 24Q: 3 clusters Score -4221030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4221044.000000 Penalty: 5289.385254
	Iteration 25Q: 3 clusters Score -4221044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4221041.500000 Penalty: 5289.385254
	Iteration 26Q: 3 clusters Score -4221042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4221042.500000 Penalty: 5289.385254
	Iteration 27Q: 3 clusters Score -4221042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4221048.000000 Penalty: 5289.385254
	Iteration 28Q: 3 clusters Score -4221048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4221058.000000 Penalty: 5289.385254
	Iteration 29Q: 3 clusters Score -4221058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4221059.000000 Penalty: 5289.385254
	Iteration 30Q: 3 clusters Score -4221059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4221062.500000 Penalty: 5289.385254
	Iteration 31Q: 3 clusters Score -4221062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4221064.500000 Penalty: 5289.385254
	Iteration 32Q: 3 clusters Score -4221064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4221064.500000 Penalty: 5289.385254
	Iteration 33Q: 3 clusters Score -4221064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4221069.000000 Penalty: 5289.385254
	Iteration 34Q: 3 clusters Score -4221069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4221073.000000 Penalty: 5289.385254
	Iteration 35Q: 3 clusters Score -4221073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4221080.500000 Penalty: 5289.385254
	Iteration 36Q: 3 clusters Score -4221080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4221084.000000 Penalty: 5289.385254
	Iteration 37Q: 3 clusters Score -4221084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4221095.000000 Penalty: 5289.385254
	Iteration 38Q: 3 clusters Score -4221095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4221099.000000 Penalty: 5289.385254
	Iteration 39Q: 3 clusters Score -4221099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4221105.500000 Penalty: 5289.385254
	Iteration 40F: 3 clusters Score -4221106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4221110.000000 Penalty: 5289.385254
	Iteration 41Q: 3 clusters Score -4221110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4221107.000000 Penalty: 5289.385254
	Iteration 42Q: 3 clusters Score -4221107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4221111.000000 Penalty: 5289.385254
	Iteration 43Q: 3 clusters Score -4221111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4221110.500000 Penalty: 5289.385254
	Iteration 44Q: 3 clusters Score -4221110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4221109.000000 Penalty: 5289.385254
	Iteration 45Q: 3 clusters Score -4221109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4221112.500000 Penalty: 5289.385254
	Iteration 46Q: 3 clusters Score -4221112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4221106.500000 Penalty: 5289.385254
	Iteration 47Q: 3 clusters Score -4221106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4221111.000000 Penalty: 5289.385254
	Iteration 48Q: 3 clusters Score -4221111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4221116.500000 Penalty: 5289.385254
	Iteration 49Q: 3 clusters Score -4221116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4221114.500000 Penalty: 5289.385254
	Iteration 50Q: 3 clusters Score -4221114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4221116.000000 Penalty: 5289.385254
	Iteration 51Q: 3 clusters Score -4221116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4221117.500000 Penalty: 5289.385254
	Iteration 52Q: 3 clusters Score -4221118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4221117.500000 Penalty: 5289.385254
	Iteration 53Q: 3 clusters Score -4221118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4221117.000000 Penalty: 5289.385254
	Iteration 54Q: 3 clusters Score -4221117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4221117.000000 Penalty: 5289.385254
	Iteration 55F: 3 clusters Score -4221117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -462856.468750 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -462856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -458303.593750 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -458303.6 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -459587.531250 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -459587.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -460383.500000 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -460383.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -461085.625000 Penalty: 4224.626953
	Iteration 3F: 3 clusters Score -461085.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -461595.531250 Penalty: 4224.626953
	Iteration 4F: 3 clusters Score -461595.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -461923.906250 Penalty: 4224.626953
	Iteration 5F: 3 clusters Score -461923.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -462172.937500 Penalty: 4224.626953
	Iteration 6Q: 3 clusters Score -462172.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -462429.531250 Penalty: 4224.626953
	Iteration 7Q: 3 clusters Score -462429.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -462733.000000 Penalty: 4224.626953
	Iteration 8Q: 3 clusters Score -462733 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -463188.562500 Penalty: 4224.626953
	Iteration 9Q: 3 clusters Score -463188.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -463837.656250 Penalty: 4224.626953
	Iteration 10F: 3 clusters Score -463837.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -464262.968750 Penalty: 4224.626953
	Iteration 11Q: 3 clusters Score -464263 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -464429.906250 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -464429.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -464514.031250 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -464514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -464551.656250 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -464551.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -464572.937500 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -464572.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -464590.312500 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -464590.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -464603.125000 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -464603.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -464613.687500 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -464613.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -464619.687500 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -464619.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -464625.593750 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -464625.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -464630.593750 Penalty: 4224.626953
	Iteration 21Q: 3 clusters Score -464630.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -464634.687500 Penalty: 4224.626953
	Iteration 22Q: 3 clusters Score -464634.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -464636.593750 Penalty: 4224.626953
	Iteration 23Q: 3 clusters Score -464636.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -464641.656250 Penalty: 4224.626953
	Iteration 24Q: 3 clusters Score -464641.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -464643.250000 Penalty: 4224.626953
	Iteration 25Q: 3 clusters Score -464643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -464644.875000 Penalty: 4224.626953
	Iteration 26Q: 3 clusters Score -464644.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -464646.687500 Penalty: 4224.626953
	Iteration 27Q: 3 clusters Score -464646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -464646.593750 Penalty: 4224.626953
	Iteration 28Q: 3 clusters Score -464646.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -464646.875000 Penalty: 4224.626953
	Iteration 29Q: 3 clusters Score -464646.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -464646.875000 Penalty: 4224.626953
	Iteration 30F: 3 clusters Score -464646.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187540 members 
Mstep: Class 2 contains 7393 members 
Mstep: Class 3 contains 296327 members 
Mstep: Class 4 contains 15755 members 
Mstep: Class 5 contains 15821 members 
Mstep: Class 6 contains 9177 members 
Mstep: Class 7 contains 68805 members 
Mstep: Class 8 contains 42791 members 
Mstep: Class 9 contains 1609 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 93488 members 
Mstep: Class 13 contains 5134 members 
Mstep: Class 14 contains 17678 members 
Mstep: Class 15 contains 14250 members 
Mstep: Class 16 contains 98937 members 
Mstep: Class 17 contains 13777 members 
Mstep: Class 18 contains 50760 members 
Mstep: Class 19 contains 10927 members 
Mstep: Class 20 contains 109301 members 
Mstep: Class 21 contains 15413 members 
Mstep: Class 22 contains 151681 members 
Mstep: Class 23 contains 39383 members 
Mstep: Class 24 contains 234248 members 
Mstep: Class 25 contains 16719 members 
Mstep: Class 26 contains 31909 members 
Mstep: Class 27 contains 22767 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 7136 members 
Mstep: Class 31 contains 3392 members 
Entering Unmasked Estep 
Score: -157134864.000000 Penalty: 109915.046875
Splitting cluster 9 changes total score from -157133952.000000 to -157134864.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 10 (19025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Entering Unmasked Estep 
Score: -1950570.500000 Penalty: 2443.670166
	Iteration 0F: 2 clusters Score -1950570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1937230.250000 Penalty: 4887.340332
	Iteration 0F: 3 clusters Score -1937230 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1941666.875000 Penalty: 4887.340332
	Iteration 1F: 3 clusters Score -1941667 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1942122.625000 Penalty: 4887.340332
	Iteration 2F: 3 clusters Score -1942123 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1942553.125000 Penalty: 4887.340332
	Iteration 3Q: 3 clusters Score -1942553 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1942988.375000 Penalty: 4887.340332
	Iteration 4Q: 3 clusters Score -1942988 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1943445.000000 Penalty: 4887.340332
	Iteration 5Q: 3 clusters Score -1943445 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1943933.625000 Penalty: 4887.340332
	Iteration 6Q: 3 clusters Score -1943934 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1944465.625000 Penalty: 4887.340332
	Iteration 7Q: 3 clusters Score -1944466 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1945099.625000 Penalty: 4887.340332
	Iteration 8F: 3 clusters Score -1945100 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1945772.750000 Penalty: 4887.340332
	Iteration 9F: 3 clusters Score -1945773 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1946351.250000 Penalty: 4887.340332
	Iteration 10Q: 3 clusters Score -1946351 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1946694.250000 Penalty: 4887.340332
	Iteration 11Q: 3 clusters Score -1946694 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1946863.125000 Penalty: 4887.340332
	Iteration 12Q: 3 clusters Score -1946863 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1946981.000000 Penalty: 4887.340332
	Iteration 13Q: 3 clusters Score -1946981 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1947077.375000 Penalty: 4887.340332
	Iteration 14Q: 3 clusters Score -1947077 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1947150.125000 Penalty: 4887.340332
	Iteration 15Q: 3 clusters Score -1947150 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1947221.500000 Penalty: 4887.340332
	Iteration 16Q: 3 clusters Score -1947222 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1947286.625000 Penalty: 4887.340332
	Iteration 17Q: 3 clusters Score -1947287 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1947338.875000 Penalty: 4887.340332
	Iteration 18Q: 3 clusters Score -1947339 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1947369.625000 Penalty: 4887.340332
	Iteration 19Q: 3 clusters Score -1947370 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1947415.000000 Penalty: 4887.340332
	Iteration 20F: 3 clusters Score -1947415 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1947453.875000 Penalty: 4887.340332
	Iteration 21Q: 3 clusters Score -1947454 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1947484.375000 Penalty: 4887.340332
	Iteration 22Q: 3 clusters Score -1947484 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1947527.250000 Penalty: 4887.340332
	Iteration 23Q: 3 clusters Score -1947527 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1947556.875000 Penalty: 4887.340332
	Iteration 24Q: 3 clusters Score -1947557 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1947590.500000 Penalty: 4887.340332
	Iteration 25Q: 3 clusters Score -1947590 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1947626.500000 Penalty: 4887.340332
	Iteration 26Q: 3 clusters Score -1947626 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1947660.750000 Penalty: 4887.340332
	Iteration 27Q: 3 clusters Score -1947661 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1947685.375000 Penalty: 4887.340332
	Iteration 28Q: 3 clusters Score -1947685 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1947712.125000 Penalty: 4887.340332
	Iteration 29Q: 3 clusters Score -1947712 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1947737.750000 Penalty: 4887.340332
	Iteration 30Q: 3 clusters Score -1947738 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1947754.625000 Penalty: 4887.340332
	Iteration 31Q: 3 clusters Score -1947755 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1947772.125000 Penalty: 4887.340332
	Iteration 32Q: 3 clusters Score -1947772 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1947788.125000 Penalty: 4887.340332
	Iteration 33Q: 3 clusters Score -1947788 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1947813.125000 Penalty: 4887.340332
	Iteration 34Q: 3 clusters Score -1947813 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1947822.500000 Penalty: 4887.340332
	Iteration 35Q: 3 clusters Score -1947822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1947835.375000 Penalty: 4887.340332
	Iteration 36Q: 3 clusters Score -1947835 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1947848.250000 Penalty: 4887.340332
	Iteration 37Q: 3 clusters Score -1947848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1947865.625000 Penalty: 4887.340332
	Iteration 38Q: 3 clusters Score -1947866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1947879.500000 Penalty: 4887.340332
	Iteration 39Q: 3 clusters Score -1947880 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1947893.625000 Penalty: 4887.340332
	Iteration 40F: 3 clusters Score -1947894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1947903.500000 Penalty: 4887.340332
	Iteration 41Q: 3 clusters Score -1947904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1947904.625000 Penalty: 4887.340332
	Iteration 42Q: 3 clusters Score -1947905 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1947916.500000 Penalty: 4887.340332
	Iteration 43Q: 3 clusters Score -1947916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1947926.875000 Penalty: 4887.340332
	Iteration 44Q: 3 clusters Score -1947927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1947928.875000 Penalty: 4887.340332
	Iteration 45Q: 3 clusters Score -1947929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1947934.375000 Penalty: 4887.340332
	Iteration 46Q: 3 clusters Score -1947934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1947944.625000 Penalty: 4887.340332
	Iteration 47Q: 3 clusters Score -1947945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1947948.125000 Penalty: 4887.340332
	Iteration 48Q: 3 clusters Score -1947948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1947949.500000 Penalty: 4887.340332
	Iteration 49Q: 3 clusters Score -1947950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1947964.750000 Penalty: 4887.340332
	Iteration 50Q: 3 clusters Score -1947965 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1947979.250000 Penalty: 4887.340332
	Iteration 51Q: 3 clusters Score -1947979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1947983.500000 Penalty: 4887.340332
	Iteration 52Q: 3 clusters Score -1947984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1947996.375000 Penalty: 4887.340332
	Iteration 53Q: 3 clusters Score -1947996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1948006.000000 Penalty: 4887.340332
	Iteration 54Q: 3 clusters Score -1948006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1948011.625000 Penalty: 4887.340332
	Iteration 55Q: 3 clusters Score -1948012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1948022.625000 Penalty: 4887.340332
	Iteration 56Q: 3 clusters Score -1948023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1948033.000000 Penalty: 4887.340332
	Iteration 57Q: 3 clusters Score -1948033 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1948039.500000 Penalty: 4887.340332
	Iteration 58Q: 3 clusters Score -1948040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1948047.000000 Penalty: 4887.340332
	Iteration 59Q: 3 clusters Score -1948047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1948058.625000 Penalty: 4887.340332
	Iteration 60F: 3 clusters Score -1948059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1948061.750000 Penalty: 4887.340332
	Iteration 61Q: 3 clusters Score -1948062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1948072.500000 Penalty: 4887.340332
	Iteration 62Q: 3 clusters Score -1948072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1948081.000000 Penalty: 4887.340332
	Iteration 63Q: 3 clusters Score -1948081 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1948092.375000 Penalty: 4887.340332
	Iteration 64Q: 3 clusters Score -1948092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1948099.750000 Penalty: 4887.340332
	Iteration 65Q: 3 clusters Score -1948100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1948108.375000 Penalty: 4887.340332
	Iteration 66Q: 3 clusters Score -1948108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1948117.375000 Penalty: 4887.340332
	Iteration 67Q: 3 clusters Score -1948117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1948123.125000 Penalty: 4887.340332
	Iteration 68Q: 3 clusters Score -1948123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -1948128.000000 Penalty: 4887.340332
	Iteration 69Q: 3 clusters Score -1948128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1948127.250000 Penalty: 4887.340332
	Iteration 70Q: 3 clusters Score -1948127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1948129.500000 Penalty: 4887.340332
	Iteration 71Q: 3 clusters Score -1948130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1948130.000000 Penalty: 4887.340332
	Iteration 72Q: 3 clusters Score -1948130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -1948135.625000 Penalty: 4887.340332
	Iteration 73Q: 3 clusters Score -1948136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -1948133.375000 Penalty: 4887.340332
	Iteration 74Q: 3 clusters Score -1948133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1948139.625000 Penalty: 4887.340332
	Iteration 75Q: 3 clusters Score -1948140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1948149.125000 Penalty: 4887.340332
	Iteration 76Q: 3 clusters Score -1948149 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1948160.625000 Penalty: 4887.340332
	Iteration 77Q: 3 clusters Score -1948161 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1948177.875000 Penalty: 4887.340332
	Iteration 78Q: 3 clusters Score -1948178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1948182.125000 Penalty: 4887.340332
	Iteration 79Q: 3 clusters Score -1948182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1948202.125000 Penalty: 4887.340332
	Iteration 80F: 3 clusters Score -1948202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1948210.375000 Penalty: 4887.340332
	Iteration 81Q: 3 clusters Score -1948210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1948220.750000 Penalty: 4887.340332
	Iteration 82Q: 3 clusters Score -1948221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1948225.500000 Penalty: 4887.340332
	Iteration 83Q: 3 clusters Score -1948226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1948230.250000 Penalty: 4887.340332
	Iteration 84Q: 3 clusters Score -1948230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1948248.750000 Penalty: 4887.340332
	Iteration 85Q: 3 clusters Score -1948249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1948257.750000 Penalty: 4887.340332
	Iteration 86Q: 3 clusters Score -1948258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1948266.375000 Penalty: 4887.340332
	Iteration 87Q: 3 clusters Score -1948266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1948264.250000 Penalty: 4887.340332
	Iteration 88Q: 3 clusters Score -1948264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1948272.500000 Penalty: 4887.340332
	Iteration 89Q: 3 clusters Score -1948272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1948279.500000 Penalty: 4887.340332
	Iteration 90Q: 3 clusters Score -1948280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1948287.125000 Penalty: 4887.340332
	Iteration 91Q: 3 clusters Score -1948287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1948282.625000 Penalty: 4887.340332
	Iteration 92Q: 3 clusters Score -1948283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1948290.125000 Penalty: 4887.340332
	Iteration 93Q: 3 clusters Score -1948290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1948298.375000 Penalty: 4887.340332
	Iteration 94Q: 3 clusters Score -1948298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1948308.250000 Penalty: 4887.340332
	Iteration 95Q: 3 clusters Score -1948308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -1948322.875000 Penalty: 4887.340332
	Iteration 96Q: 3 clusters Score -1948323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1948325.500000 Penalty: 4887.340332
	Iteration 97Q: 3 clusters Score -1948326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -1948337.250000 Penalty: 4887.340332
	Iteration 98Q: 3 clusters Score -1948337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1948344.000000 Penalty: 4887.340332
	Iteration 99Q: 3 clusters Score -1948344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1948351.500000 Penalty: 4887.340332
	Iteration 100F: 3 clusters Score -1948352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1948357.875000 Penalty: 4887.340332
	Iteration 101Q: 3 clusters Score -1948358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1948361.000000 Penalty: 4887.340332
	Iteration 102Q: 3 clusters Score -1948361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1948368.250000 Penalty: 4887.340332
	Iteration 103Q: 3 clusters Score -1948368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1948377.250000 Penalty: 4887.340332
	Iteration 104Q: 3 clusters Score -1948377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1948382.375000 Penalty: 4887.340332
	Iteration 105Q: 3 clusters Score -1948382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1948386.500000 Penalty: 4887.340332
	Iteration 106Q: 3 clusters Score -1948386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1948397.875000 Penalty: 4887.340332
	Iteration 107Q: 3 clusters Score -1948398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -1948397.000000 Penalty: 4887.340332
	Iteration 108Q: 3 clusters Score -1948397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1948403.000000 Penalty: 4887.340332
	Iteration 109Q: 3 clusters Score -1948403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1948408.000000 Penalty: 4887.340332
	Iteration 110Q: 3 clusters Score -1948408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1948412.250000 Penalty: 4887.340332
	Iteration 111Q: 3 clusters Score -1948412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -1948415.875000 Penalty: 4887.340332
	Iteration 112Q: 3 clusters Score -1948416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -1948420.250000 Penalty: 4887.340332
	Iteration 113Q: 3 clusters Score -1948420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1948423.375000 Penalty: 4887.340332
	Iteration 114Q: 3 clusters Score -1948423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1948431.125000 Penalty: 4887.340332
	Iteration 115Q: 3 clusters Score -1948431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1948438.500000 Penalty: 4887.340332
	Iteration 116Q: 3 clusters Score -1948438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1948442.125000 Penalty: 4887.340332
	Iteration 117Q: 3 clusters Score -1948442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -1948447.125000 Penalty: 4887.340332
	Iteration 118Q: 3 clusters Score -1948447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -1948465.125000 Penalty: 4887.340332
	Iteration 119Q: 3 clusters Score -1948465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1948470.875000 Penalty: 4887.340332
	Iteration 120F: 3 clusters Score -1948471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1948474.625000 Penalty: 4887.340332
	Iteration 121Q: 3 clusters Score -1948475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -1948479.000000 Penalty: 4887.340332
	Iteration 122Q: 3 clusters Score -1948479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1948483.625000 Penalty: 4887.340332
	Iteration 123Q: 3 clusters Score -1948484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -1948494.500000 Penalty: 4887.340332
	Iteration 124Q: 3 clusters Score -1948494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1948502.875000 Penalty: 4887.340332
	Iteration 125Q: 3 clusters Score -1948503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1948501.625000 Penalty: 4887.340332
	Iteration 126Q: 3 clusters Score -1948502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1948505.875000 Penalty: 4887.340332
	Iteration 127Q: 3 clusters Score -1948506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -1948506.250000 Penalty: 4887.340332
	Iteration 128Q: 3 clusters Score -1948506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1948508.000000 Penalty: 4887.340332
	Iteration 129Q: 3 clusters Score -1948508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1948512.875000 Penalty: 4887.340332
	Iteration 130Q: 3 clusters Score -1948513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1948506.875000 Penalty: 4887.340332
	Iteration 131Q: 3 clusters Score -1948507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -1948510.250000 Penalty: 4887.340332
	Iteration 132Q: 3 clusters Score -1948510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1948514.750000 Penalty: 4887.340332
	Iteration 133Q: 3 clusters Score -1948515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1948523.375000 Penalty: 4887.340332
	Iteration 134Q: 3 clusters Score -1948523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1948530.000000 Penalty: 4887.340332
	Iteration 135Q: 3 clusters Score -1948530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1948533.750000 Penalty: 4887.340332
	Iteration 136Q: 3 clusters Score -1948534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1948535.375000 Penalty: 4887.340332
	Iteration 137Q: 3 clusters Score -1948535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -1948536.875000 Penalty: 4887.340332
	Iteration 138Q: 3 clusters Score -1948537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -1948539.125000 Penalty: 4887.340332
	Iteration 139Q: 3 clusters Score -1948539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1948544.125000 Penalty: 4887.340332
	Iteration 140F: 3 clusters Score -1948544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1948548.000000 Penalty: 4887.340332
	Iteration 141Q: 3 clusters Score -1948548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -1948553.250000 Penalty: 4887.340332
	Iteration 142Q: 3 clusters Score -1948553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -1948551.000000 Penalty: 4887.340332
	Iteration 143Q: 3 clusters Score -1948551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1948550.625000 Penalty: 4887.340332
	Iteration 144Q: 3 clusters Score -1948551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1948551.875000 Penalty: 4887.340332
	Iteration 145Q: 3 clusters Score -1948552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1948554.125000 Penalty: 4887.340332
	Iteration 146Q: 3 clusters Score -1948554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1948557.875000 Penalty: 4887.340332
	Iteration 147Q: 3 clusters Score -1948558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1948558.625000 Penalty: 4887.340332
	Iteration 148Q: 3 clusters Score -1948559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1948564.750000 Penalty: 4887.340332
	Iteration 149Q: 3 clusters Score -1948565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -1948562.250000 Penalty: 4887.340332
	Iteration 150Q: 3 clusters Score -1948562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -1948562.250000 Penalty: 4887.340332
	Iteration 151Q: 3 clusters Score -1948562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -1948565.500000 Penalty: 4887.340332
	Iteration 152Q: 3 clusters Score -1948566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1948569.375000 Penalty: 4887.340332
	Iteration 153Q: 3 clusters Score -1948569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1948566.000000 Penalty: 4887.340332
	Iteration 154Q: 3 clusters Score -1948566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -1948564.875000 Penalty: 4887.340332
	Iteration 155Q: 3 clusters Score -1948565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -1948564.875000 Penalty: 4887.340332
	Iteration 156F: 3 clusters Score -1948565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Entering Unmasked Estep 
Score: -415427.125000 Penalty: 2077.954834
	Iteration 0F: 2 clusters Score -415427.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -411363.125000 Penalty: 4155.909668
	Iteration 0F: 3 clusters Score -411363.1 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -412323.218750 Penalty: 4155.909668
	Iteration 1F: 3 clusters Score -412323.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -412566.218750 Penalty: 4155.909668
	Iteration 2F: 3 clusters Score -412566.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -412778.718750 Penalty: 4155.909668
	Iteration 3F: 3 clusters Score -412778.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -412963.968750 Penalty: 4155.909668
	Iteration 4Q: 3 clusters Score -412964 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -413173.531250 Penalty: 4155.909668
	Iteration 5F: 3 clusters Score -413173.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -413353.031250 Penalty: 4155.909668
	Iteration 6Q: 3 clusters Score -413353 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -413505.125000 Penalty: 4155.909668
	Iteration 7Q: 3 clusters Score -413505.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -413637.187500 Penalty: 4155.909668
	Iteration 8Q: 3 clusters Score -413637.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -413744.906250 Penalty: 4155.909668
	Iteration 9Q: 3 clusters Score -413744.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -413834.843750 Penalty: 4155.909668
	Iteration 10Q: 3 clusters Score -413834.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -413894.343750 Penalty: 4155.909668
	Iteration 11Q: 3 clusters Score -413894.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -413937.062500 Penalty: 4155.909668
	Iteration 12Q: 3 clusters Score -413937.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -413974.250000 Penalty: 4155.909668
	Iteration 13Q: 3 clusters Score -413974.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -414007.468750 Penalty: 4155.909668
	Iteration 14Q: 3 clusters Score -414007.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -414032.687500 Penalty: 4155.909668
	Iteration 15Q: 3 clusters Score -414032.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -414054.125000 Penalty: 4155.909668
	Iteration 16Q: 3 clusters Score -414054.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -414069.343750 Penalty: 4155.909668
	Iteration 17Q: 3 clusters Score -414069.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -414079.750000 Penalty: 4155.909668
	Iteration 18Q: 3 clusters Score -414079.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -414084.968750 Penalty: 4155.909668
	Iteration 19Q: 3 clusters Score -414085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -414088.437500 Penalty: 4155.909668
	Iteration 20F: 3 clusters Score -414088.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -414090.875000 Penalty: 4155.909668
	Iteration 21Q: 3 clusters Score -414090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -414093.156250 Penalty: 4155.909668
	Iteration 22Q: 3 clusters Score -414093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -414094.125000 Penalty: 4155.909668
	Iteration 23Q: 3 clusters Score -414094.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -414094.437500 Penalty: 4155.909668
	Iteration 24Q: 3 clusters Score -414094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -414094.437500 Penalty: 4155.909668
	Iteration 25F: 3 clusters Score -414094.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (93488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Entering Unmasked Estep 
Score: -9459128.000000 Penalty: 2838.505859
	Iteration 0F: 2 clusters Score -9459128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -9396492.000000 Penalty: 5677.011719
	Iteration 0F: 3 clusters Score -9396492 nChanged 44080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -9421458.000000 Penalty: 5677.011719
	Iteration 1F: 3 clusters Score -9421458 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -9422120.000000 Penalty: 5677.011719
	Iteration 2Q: 3 clusters Score -9422120 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -9422871.000000 Penalty: 5677.011719
	Iteration 3Q: 3 clusters Score -9422871 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -9423938.000000 Penalty: 5677.011719
	Iteration 4Q: 3 clusters Score -9423938 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -9425903.000000 Penalty: 5677.011719
	Iteration 5Q: 3 clusters Score -9425903 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -9429181.000000 Penalty: 5677.011719
	Iteration 6F: 3 clusters Score -9429181 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -9434533.000000 Penalty: 5677.011719
	Iteration 7F: 3 clusters Score -9434533 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -9441539.000000 Penalty: 5677.011719
	Iteration 8F: 3 clusters Score -9441539 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 85184 members 
Entering Unmasked Estep 
Score: -9448788.000000 Penalty: 5677.011719
	Iteration 9F: 3 clusters Score -9448788 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 89970 members 
Entering Unmasked Estep 
Score: -9453425.000000 Penalty: 5677.011719
	Iteration 10F: 3 clusters Score -9453425 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 92125 members 
Entering Unmasked Estep 
Score: -9455406.000000 Penalty: 5677.011719
	Iteration 11Q: 3 clusters Score -9455406 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 92863 members 
Entering Unmasked Estep 
Score: -9456148.000000 Penalty: 5677.011719
	Iteration 12Q: 3 clusters Score -9456148 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 93068 members 
Entering Unmasked Estep 
Score: -9456377.000000 Penalty: 5677.011719
	Iteration 13Q: 3 clusters Score -9456377 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -9456470.000000 Penalty: 5677.011719
	Iteration 14Q: 3 clusters Score -9456470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 93164 members 
Entering Unmasked Estep 
Score: -9456549.000000 Penalty: 5677.011719
	Iteration 15Q: 3 clusters Score -9456549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 93185 members 
Entering Unmasked Estep 
Score: -9456589.000000 Penalty: 5677.011719
	Iteration 16Q: 3 clusters Score -9456589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -9456612.000000 Penalty: 5677.011719
	Iteration 17Q: 3 clusters Score -9456612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -9456627.000000 Penalty: 5677.011719
	Iteration 18Q: 3 clusters Score -9456627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -9456637.000000 Penalty: 5677.011719
	Iteration 19Q: 3 clusters Score -9456637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 93205 members 
Entering Unmasked Estep 
Score: -9456631.000000 Penalty: 5677.011719
	Iteration 20F: 3 clusters Score -9456631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Entering Unmasked Estep 
Score: -490056.875000 Penalty: 2118.822754
	Iteration 0F: 2 clusters Score -490056.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -485399.875000 Penalty: 4237.645508
	Iteration 0F: 3 clusters Score -485399.9 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -486480.125000 Penalty: 4237.645508
	Iteration 1F: 3 clusters Score -486480.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -486725.437500 Penalty: 4237.645508
	Iteration 2F: 3 clusters Score -486725.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -486951.968750 Penalty: 4237.645508
	Iteration 3F: 3 clusters Score -486952 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -487177.593750 Penalty: 4237.645508
	Iteration 4Q: 3 clusters Score -487177.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -487342.843750 Penalty: 4237.645508
	Iteration 5Q: 3 clusters Score -487342.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -487487.687500 Penalty: 4237.645508
	Iteration 6Q: 3 clusters Score -487487.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -487609.812500 Penalty: 4237.645508
	Iteration 7Q: 3 clusters Score -487609.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -487699.062500 Penalty: 4237.645508
	Iteration 8Q: 3 clusters Score -487699.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -487768.312500 Penalty: 4237.645508
	Iteration 9Q: 3 clusters Score -487768.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -487835.187500 Penalty: 4237.645508
	Iteration 10Q: 3 clusters Score -487835.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -487914.312500 Penalty: 4237.645508
	Iteration 11Q: 3 clusters Score -487914.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -488039.281250 Penalty: 4237.645508
	Iteration 12Q: 3 clusters Score -488039.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -488220.875000 Penalty: 4237.645508
	Iteration 13Q: 3 clusters Score -488220.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -488442.687500 Penalty: 4237.645508
	Iteration 14Q: 3 clusters Score -488442.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -488666.562500 Penalty: 4237.645508
	Iteration 15Q: 3 clusters Score -488666.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -488845.656250 Penalty: 4237.645508
	Iteration 16Q: 3 clusters Score -488845.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -488964.093750 Penalty: 4237.645508
	Iteration 17Q: 3 clusters Score -488964.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -489056.843750 Penalty: 4237.645508
	Iteration 18Q: 3 clusters Score -489056.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -489116.906250 Penalty: 4237.645508
	Iteration 19Q: 3 clusters Score -489116.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -489161.468750 Penalty: 4237.645508
	Iteration 20F: 3 clusters Score -489161.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -489185.343750 Penalty: 4237.645508
	Iteration 21Q: 3 clusters Score -489185.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -489203.093750 Penalty: 4237.645508
	Iteration 22Q: 3 clusters Score -489203.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -489214.437500 Penalty: 4237.645508
	Iteration 23Q: 3 clusters Score -489214.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -489227.000000 Penalty: 4237.645508
	Iteration 24Q: 3 clusters Score -489227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -489237.687500 Penalty: 4237.645508
	Iteration 25Q: 3 clusters Score -489237.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -489247.437500 Penalty: 4237.645508
	Iteration 26Q: 3 clusters Score -489247.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -489258.250000 Penalty: 4237.645508
	Iteration 27Q: 3 clusters Score -489258.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -489269.156250 Penalty: 4237.645508
	Iteration 28Q: 3 clusters Score -489269.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -489274.375000 Penalty: 4237.645508
	Iteration 29Q: 3 clusters Score -489274.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -489278.593750 Penalty: 4237.645508
	Iteration 30Q: 3 clusters Score -489278.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -489281.375000 Penalty: 4237.645508
	Iteration 31Q: 3 clusters Score -489281.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -489282.781250 Penalty: 4237.645508
	Iteration 32Q: 3 clusters Score -489282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -489283.218750 Penalty: 4237.645508
	Iteration 33Q: 3 clusters Score -489283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -489284.625000 Penalty: 4237.645508
	Iteration 34Q: 3 clusters Score -489284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -489285.375000 Penalty: 4237.645508
	Iteration 35Q: 3 clusters Score -489285.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -489285.375000 Penalty: 4237.645508
	Iteration 36F: 3 clusters Score -489285.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Entering Unmasked Estep 
Score: -1790691.250000 Penalty: 2425.458740
	Iteration 0F: 2 clusters Score -1790691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1778139.250000 Penalty: 4850.917480
	Iteration 0F: 3 clusters Score -1778139 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1782193.500000 Penalty: 4850.917480
	Iteration 1F: 3 clusters Score -1782194 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1782591.000000 Penalty: 4850.917480
	Iteration 2F: 3 clusters Score -1782591 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1782907.250000 Penalty: 4850.917480
	Iteration 3Q: 3 clusters Score -1782907 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1783140.875000 Penalty: 4850.917480
	Iteration 4Q: 3 clusters Score -1783141 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1783340.500000 Penalty: 4850.917480
	Iteration 5Q: 3 clusters Score -1783340 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1783540.750000 Penalty: 4850.917480
	Iteration 6Q: 3 clusters Score -1783541 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1783761.250000 Penalty: 4850.917480
	Iteration 7Q: 3 clusters Score -1783761 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1784031.000000 Penalty: 4850.917480
	Iteration 8Q: 3 clusters Score -1784031 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1784372.250000 Penalty: 4850.917480
	Iteration 9Q: 3 clusters Score -1784372 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1784798.750000 Penalty: 4850.917480
	Iteration 10Q: 3 clusters Score -1784799 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1785322.375000 Penalty: 4850.917480
	Iteration 11Q: 3 clusters Score -1785322 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1785869.875000 Penalty: 4850.917480
	Iteration 12Q: 3 clusters Score -1785870 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1786410.250000 Penalty: 4850.917480
	Iteration 13Q: 3 clusters Score -1786410 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1786889.875000 Penalty: 4850.917480
	Iteration 14Q: 3 clusters Score -1786890 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1787337.500000 Penalty: 4850.917480
	Iteration 15Q: 3 clusters Score -1787338 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1787693.875000 Penalty: 4850.917480
	Iteration 16Q: 3 clusters Score -1787694 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1787972.125000 Penalty: 4850.917480
	Iteration 17Q: 3 clusters Score -1787972 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1788159.125000 Penalty: 4850.917480
	Iteration 18Q: 3 clusters Score -1788159 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1788299.000000 Penalty: 4850.917480
	Iteration 19Q: 3 clusters Score -1788299 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1788413.000000 Penalty: 4850.917480
	Iteration 20F: 3 clusters Score -1788413 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1788496.500000 Penalty: 4850.917480
	Iteration 21Q: 3 clusters Score -1788496 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1788587.125000 Penalty: 4850.917480
	Iteration 22Q: 3 clusters Score -1788587 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1788685.375000 Penalty: 4850.917480
	Iteration 23Q: 3 clusters Score -1788685 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1788774.250000 Penalty: 4850.917480
	Iteration 24Q: 3 clusters Score -1788774 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1788917.875000 Penalty: 4850.917480
	Iteration 25Q: 3 clusters Score -1788918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1789164.500000 Penalty: 4850.917480
	Iteration 26Q: 3 clusters Score -1789164 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -1789271.000000 Penalty: 4850.917480
	Iteration 27Q: 3 clusters Score -1789271 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1789309.375000 Penalty: 4850.917480
	Iteration 28Q: 3 clusters Score -1789309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1789328.500000 Penalty: 4850.917480
	Iteration 29Q: 3 clusters Score -1789328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1789342.125000 Penalty: 4850.917480
	Iteration 30Q: 3 clusters Score -1789342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1789353.250000 Penalty: 4850.917480
	Iteration 31Q: 3 clusters Score -1789353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -1789360.000000 Penalty: 4850.917480
	Iteration 32Q: 3 clusters Score -1789360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1789364.875000 Penalty: 4850.917480
	Iteration 33Q: 3 clusters Score -1789365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1789364.875000 Penalty: 4850.917480
	Iteration 34Q: 3 clusters Score -1789365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1789367.750000 Penalty: 4850.917480
	Iteration 35Q: 3 clusters Score -1789368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -1789371.250000 Penalty: 4850.917480
	Iteration 36Q: 3 clusters Score -1789371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1789373.125000 Penalty: 4850.917480
	Iteration 37Q: 3 clusters Score -1789373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1789376.750000 Penalty: 4850.917480
	Iteration 38Q: 3 clusters Score -1789377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1789379.125000 Penalty: 4850.917480
	Iteration 39Q: 3 clusters Score -1789379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1789381.000000 Penalty: 4850.917480
	Iteration 40F: 3 clusters Score -1789381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1789382.250000 Penalty: 4850.917480
	Iteration 41Q: 3 clusters Score -1789382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1789384.875000 Penalty: 4850.917480
	Iteration 42Q: 3 clusters Score -1789385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1789390.000000 Penalty: 4850.917480
	Iteration 43Q: 3 clusters Score -1789390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1789388.875000 Penalty: 4850.917480
	Iteration 44Q: 3 clusters Score -1789389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1789395.000000 Penalty: 4850.917480
	Iteration 45Q: 3 clusters Score -1789395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -1789395.000000 Penalty: 4850.917480
	Iteration 46Q: 3 clusters Score -1789395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1789394.875000 Penalty: 4850.917480
	Iteration 47Q: 3 clusters Score -1789395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1789396.125000 Penalty: 4850.917480
	Iteration 48Q: 3 clusters Score -1789396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1789394.875000 Penalty: 4850.917480
	Iteration 49Q: 3 clusters Score -1789395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1789394.875000 Penalty: 4850.917480
	Iteration 50F: 3 clusters Score -1789395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Entering Unmasked Estep 
Score: -1384409.375000 Penalty: 2371.999023
	Iteration 0F: 2 clusters Score -1384409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1374014.250000 Penalty: 4743.998047
	Iteration 0F: 3 clusters Score -1374014 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1377259.875000 Penalty: 4743.998047
	Iteration 1F: 3 clusters Score -1377260 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1377770.125000 Penalty: 4743.998047
	Iteration 2F: 3 clusters Score -1377770 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1378343.375000 Penalty: 4743.998047
	Iteration 3F: 3 clusters Score -1378343 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1379030.750000 Penalty: 4743.998047
	Iteration 4F: 3 clusters Score -1379031 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1379698.875000 Penalty: 4743.998047
	Iteration 5F: 3 clusters Score -1379699 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1380277.625000 Penalty: 4743.998047
	Iteration 6F: 3 clusters Score -1380278 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1380666.750000 Penalty: 4743.998047
	Iteration 7F: 3 clusters Score -1380667 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1380987.875000 Penalty: 4743.998047
	Iteration 8Q: 3 clusters Score -1380988 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1381287.125000 Penalty: 4743.998047
	Iteration 9Q: 3 clusters Score -1381287 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1381566.125000 Penalty: 4743.998047
	Iteration 10Q: 3 clusters Score -1381566 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1381844.625000 Penalty: 4743.998047
	Iteration 11Q: 3 clusters Score -1381845 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1382106.000000 Penalty: 4743.998047
	Iteration 12Q: 3 clusters Score -1382106 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1382358.625000 Penalty: 4743.998047
	Iteration 13Q: 3 clusters Score -1382359 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1382609.500000 Penalty: 4743.998047
	Iteration 14Q: 3 clusters Score -1382610 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1382816.125000 Penalty: 4743.998047
	Iteration 15Q: 3 clusters Score -1382816 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1382975.625000 Penalty: 4743.998047
	Iteration 16Q: 3 clusters Score -1382976 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1383092.875000 Penalty: 4743.998047
	Iteration 17Q: 3 clusters Score -1383093 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1383162.625000 Penalty: 4743.998047
	Iteration 18Q: 3 clusters Score -1383163 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1383216.000000 Penalty: 4743.998047
	Iteration 19Q: 3 clusters Score -1383216 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1383258.500000 Penalty: 4743.998047
	Iteration 20F: 3 clusters Score -1383258 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1383291.875000 Penalty: 4743.998047
	Iteration 21Q: 3 clusters Score -1383292 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1383321.500000 Penalty: 4743.998047
	Iteration 22Q: 3 clusters Score -1383322 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1383357.250000 Penalty: 4743.998047
	Iteration 23Q: 3 clusters Score -1383357 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1383415.875000 Penalty: 4743.998047
	Iteration 24Q: 3 clusters Score -1383416 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1383521.000000 Penalty: 4743.998047
	Iteration 25Q: 3 clusters Score -1383521 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1383659.250000 Penalty: 4743.998047
	Iteration 26Q: 3 clusters Score -1383659 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1383806.750000 Penalty: 4743.998047
	Iteration 27Q: 3 clusters Score -1383807 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1383901.250000 Penalty: 4743.998047
	Iteration 28Q: 3 clusters Score -1383901 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1383945.125000 Penalty: 4743.998047
	Iteration 29Q: 3 clusters Score -1383945 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1383962.250000 Penalty: 4743.998047
	Iteration 30Q: 3 clusters Score -1383962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1383976.000000 Penalty: 4743.998047
	Iteration 31Q: 3 clusters Score -1383976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1383979.125000 Penalty: 4743.998047
	Iteration 32Q: 3 clusters Score -1383979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1383981.875000 Penalty: 4743.998047
	Iteration 33Q: 3 clusters Score -1383982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1383982.250000 Penalty: 4743.998047
	Iteration 34Q: 3 clusters Score -1383982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1383985.375000 Penalty: 4743.998047
	Iteration 35Q: 3 clusters Score -1383985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1383983.125000 Penalty: 4743.998047
	Iteration 36Q: 3 clusters Score -1383983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1383985.000000 Penalty: 4743.998047
	Iteration 37Q: 3 clusters Score -1383985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1383984.750000 Penalty: 4743.998047
	Iteration 38Q: 3 clusters Score -1383985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1383986.375000 Penalty: 4743.998047
	Iteration 39Q: 3 clusters Score -1383986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1383987.000000 Penalty: 4743.998047
	Iteration 40F: 3 clusters Score -1383987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1383986.250000 Penalty: 4743.998047
	Iteration 41Q: 3 clusters Score -1383986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1383986.625000 Penalty: 4743.998047
	Iteration 42Q: 3 clusters Score -1383987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1383990.750000 Penalty: 4743.998047
	Iteration 43Q: 3 clusters Score -1383991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1383988.125000 Penalty: 4743.998047
	Iteration 44Q: 3 clusters Score -1383988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1383986.625000 Penalty: 4743.998047
	Iteration 45Q: 3 clusters Score -1383987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1383988.000000 Penalty: 4743.998047
	Iteration 46Q: 3 clusters Score -1383988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1383988.625000 Penalty: 4743.998047
	Iteration 47Q: 3 clusters Score -1383989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1383988.625000 Penalty: 4743.998047
	Iteration 48F: 3 clusters Score -1383989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (98937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98937 members 
Entering Unmasked Estep 
Score: -10121399.000000 Penalty: 2852.555176
	Iteration 0F: 2 clusters Score -1.01214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -10055177.000000 Penalty: 5705.110352
	Iteration 0F: 3 clusters Score -1.005518e+07 nChanged 46810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -10081824.000000 Penalty: 5705.110352
	Iteration 1F: 3 clusters Score -1.008182e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -10082811.000000 Penalty: 5705.110352
	Iteration 2Q: 3 clusters Score -1.008281e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -10084206.000000 Penalty: 5705.110352
	Iteration 3Q: 3 clusters Score -1.008421e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -10085955.000000 Penalty: 5705.110352
	Iteration 4Q: 3 clusters Score -1.008596e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -10088033.000000 Penalty: 5705.110352
	Iteration 5Q: 3 clusters Score -1.008803e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -10090562.000000 Penalty: 5705.110352
	Iteration 6F: 3 clusters Score -1.009056e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -10092981.000000 Penalty: 5705.110352
	Iteration 7F: 3 clusters Score -1.009298e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -10095145.000000 Penalty: 5705.110352
	Iteration 8F: 3 clusters Score -1.009514e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -10096877.000000 Penalty: 5705.110352
	Iteration 9Q: 3 clusters Score -1.009688e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -10098288.000000 Penalty: 5705.110352
	Iteration 10Q: 3 clusters Score -1.009829e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -10099405.000000 Penalty: 5705.110352
	Iteration 11Q: 3 clusters Score -1.00994e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -10100354.000000 Penalty: 5705.110352
	Iteration 12Q: 3 clusters Score -1.010035e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -10101130.000000 Penalty: 5705.110352
	Iteration 13Q: 3 clusters Score -1.010113e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -10101830.000000 Penalty: 5705.110352
	Iteration 14Q: 3 clusters Score -1.010183e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -10102626.000000 Penalty: 5705.110352
	Iteration 15Q: 3 clusters Score -1.010263e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -10103391.000000 Penalty: 5705.110352
	Iteration 16Q: 3 clusters Score -1.010339e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -10104355.000000 Penalty: 5705.110352
	Iteration 17Q: 3 clusters Score -1.010436e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -10105281.000000 Penalty: 5705.110352
	Iteration 18Q: 3 clusters Score -1.010528e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -10106185.000000 Penalty: 5705.110352
	Iteration 19Q: 3 clusters Score -1.010618e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -10106939.000000 Penalty: 5705.110352
	Iteration 20F: 3 clusters Score -1.010694e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -10107555.000000 Penalty: 5705.110352
	Iteration 21Q: 3 clusters Score -1.010756e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -10107985.000000 Penalty: 5705.110352
	Iteration 22Q: 3 clusters Score -1.010798e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -10108256.000000 Penalty: 5705.110352
	Iteration 23Q: 3 clusters Score -1.010826e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -10108479.000000 Penalty: 5705.110352
	Iteration 24Q: 3 clusters Score -1.010848e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -10108775.000000 Penalty: 5705.110352
	Iteration 25Q: 3 clusters Score -1.010878e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -10108954.000000 Penalty: 5705.110352
	Iteration 26Q: 3 clusters Score -1.010895e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -10109082.000000 Penalty: 5705.110352
	Iteration 27Q: 3 clusters Score -1.010908e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -10109275.000000 Penalty: 5705.110352
	Iteration 28Q: 3 clusters Score -1.010928e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -10109470.000000 Penalty: 5705.110352
	Iteration 29Q: 3 clusters Score -1.010947e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -10109664.000000 Penalty: 5705.110352
	Iteration 30Q: 3 clusters Score -1.010966e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -10109822.000000 Penalty: 5705.110352
	Iteration 31Q: 3 clusters Score -1.010982e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -10110041.000000 Penalty: 5705.110352
	Iteration 32Q: 3 clusters Score -1.011004e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -10110222.000000 Penalty: 5705.110352
	Iteration 33Q: 3 clusters Score -1.011022e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -10110430.000000 Penalty: 5705.110352
	Iteration 34Q: 3 clusters Score -1.011043e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -10110611.000000 Penalty: 5705.110352
	Iteration 35Q: 3 clusters Score -1.011061e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -10110861.000000 Penalty: 5705.110352
	Iteration 36Q: 3 clusters Score -1.011086e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -10111118.000000 Penalty: 5705.110352
	Iteration 37Q: 3 clusters Score -1.011112e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -10111304.000000 Penalty: 5705.110352
	Iteration 38Q: 3 clusters Score -1.01113e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -10111498.000000 Penalty: 5705.110352
	Iteration 39Q: 3 clusters Score -1.01115e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -10111669.000000 Penalty: 5705.110352
	Iteration 40F: 3 clusters Score -1.011167e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -10111835.000000 Penalty: 5705.110352
	Iteration 41Q: 3 clusters Score -1.011184e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -10111999.000000 Penalty: 5705.110352
	Iteration 42Q: 3 clusters Score -1.0112e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -10112236.000000 Penalty: 5705.110352
	Iteration 43Q: 3 clusters Score -1.011224e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -10112451.000000 Penalty: 5705.110352
	Iteration 44Q: 3 clusters Score -1.011245e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75257 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -10112618.000000 Penalty: 5705.110352
	Iteration 45Q: 3 clusters Score -1.011262e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -10112825.000000 Penalty: 5705.110352
	Iteration 46Q: 3 clusters Score -1.011282e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -10113060.000000 Penalty: 5705.110352
	Iteration 47Q: 3 clusters Score -1.011306e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -10113296.000000 Penalty: 5705.110352
	Iteration 48Q: 3 clusters Score -1.01133e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79205 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -10113544.000000 Penalty: 5705.110352
	Iteration 49Q: 3 clusters Score -1.011354e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80171 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -10113785.000000 Penalty: 5705.110352
	Iteration 50Q: 3 clusters Score -1.011378e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -10114011.000000 Penalty: 5705.110352
	Iteration 51Q: 3 clusters Score -1.011401e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82046 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -10114315.000000 Penalty: 5705.110352
	Iteration 52Q: 3 clusters Score -1.011432e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -10114499.000000 Penalty: 5705.110352
	Iteration 53Q: 3 clusters Score -1.01145e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83715 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -10114656.000000 Penalty: 5705.110352
	Iteration 54Q: 3 clusters Score -1.011466e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -10114833.000000 Penalty: 5705.110352
	Iteration 55Q: 3 clusters Score -1.011483e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85313 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -10115076.000000 Penalty: 5705.110352
	Iteration 56Q: 3 clusters Score -1.011508e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86087 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -10115298.000000 Penalty: 5705.110352
	Iteration 57Q: 3 clusters Score -1.01153e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -10115483.000000 Penalty: 5705.110352
	Iteration 58Q: 3 clusters Score -1.011548e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -10115607.000000 Penalty: 5705.110352
	Iteration 59Q: 3 clusters Score -1.011561e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -10115735.000000 Penalty: 5705.110352
	Iteration 60F: 3 clusters Score -1.011574e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -10115877.000000 Penalty: 5705.110352
	Iteration 61Q: 3 clusters Score -1.011588e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89252 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -10115998.000000 Penalty: 5705.110352
	Iteration 62Q: 3 clusters Score -1.0116e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89755 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -10116133.000000 Penalty: 5705.110352
	Iteration 63Q: 3 clusters Score -1.011613e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -10116288.000000 Penalty: 5705.110352
	Iteration 64Q: 3 clusters Score -1.011629e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90733 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -10116399.000000 Penalty: 5705.110352
	Iteration 65Q: 3 clusters Score -1.01164e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -10116532.000000 Penalty: 5705.110352
	Iteration 66Q: 3 clusters Score -1.011653e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91654 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -10116664.000000 Penalty: 5705.110352
	Iteration 67Q: 3 clusters Score -1.011666e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92084 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -10116790.000000 Penalty: 5705.110352
	Iteration 68Q: 3 clusters Score -1.011679e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92476 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -10116891.000000 Penalty: 5705.110352
	Iteration 69Q: 3 clusters Score -1.011689e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92819 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -10116982.000000 Penalty: 5705.110352
	Iteration 70Q: 3 clusters Score -1.011698e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -10117054.000000 Penalty: 5705.110352
	Iteration 71Q: 3 clusters Score -1.011705e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -10117116.000000 Penalty: 5705.110352
	Iteration 72Q: 3 clusters Score -1.011712e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93734 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -10117221.000000 Penalty: 5705.110352
	Iteration 73Q: 3 clusters Score -1.011722e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94035 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -10117299.000000 Penalty: 5705.110352
	Iteration 74Q: 3 clusters Score -1.01173e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94313 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -10117383.000000 Penalty: 5705.110352
	Iteration 75Q: 3 clusters Score -1.011738e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94560 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -10117450.000000 Penalty: 5705.110352
	Iteration 76Q: 3 clusters Score -1.011745e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94823 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -10117558.000000 Penalty: 5705.110352
	Iteration 77Q: 3 clusters Score -1.011756e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95092 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -10117631.000000 Penalty: 5705.110352
	Iteration 78Q: 3 clusters Score -1.011763e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95342 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -10117733.000000 Penalty: 5705.110352
	Iteration 79Q: 3 clusters Score -1.011773e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95574 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -10117807.000000 Penalty: 5705.110352
	Iteration 80F: 3 clusters Score -1.011781e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95789 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -10117886.000000 Penalty: 5705.110352
	Iteration 81Q: 3 clusters Score -1.011789e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -10117977.000000 Penalty: 5705.110352
	Iteration 82Q: 3 clusters Score -1.011798e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96182 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -10118027.000000 Penalty: 5705.110352
	Iteration 83Q: 3 clusters Score -1.011803e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96348 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -10118103.000000 Penalty: 5705.110352
	Iteration 84Q: 3 clusters Score -1.01181e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96501 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -10118187.000000 Penalty: 5705.110352
	Iteration 85Q: 3 clusters Score -1.011819e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -10118273.000000 Penalty: 5705.110352
	Iteration 86Q: 3 clusters Score -1.011827e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96841 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -10118331.000000 Penalty: 5705.110352
	Iteration 87Q: 3 clusters Score -1.011833e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96986 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -10118379.000000 Penalty: 5705.110352
	Iteration 88Q: 3 clusters Score -1.011838e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97117 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -10118462.000000 Penalty: 5705.110352
	Iteration 89Q: 3 clusters Score -1.011846e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -10118526.000000 Penalty: 5705.110352
	Iteration 90Q: 3 clusters Score -1.011853e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97325 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10118576.000000 Penalty: 5705.110352
	Iteration 91Q: 3 clusters Score -1.011858e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -10118605.000000 Penalty: 5705.110352
	Iteration 92Q: 3 clusters Score -1.01186e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97514 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -10118651.000000 Penalty: 5705.110352
	Iteration 93Q: 3 clusters Score -1.011865e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97588 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10118692.000000 Penalty: 5705.110352
	Iteration 94Q: 3 clusters Score -1.011869e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97637 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -10118718.000000 Penalty: 5705.110352
	Iteration 95Q: 3 clusters Score -1.011872e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97674 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -10118729.000000 Penalty: 5705.110352
	Iteration 96Q: 3 clusters Score -1.011873e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -10118743.000000 Penalty: 5705.110352
	Iteration 97Q: 3 clusters Score -1.011874e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -10118754.000000 Penalty: 5705.110352
	Iteration 98Q: 3 clusters Score -1.011875e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97749 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -10118765.000000 Penalty: 5705.110352
	Iteration 99Q: 3 clusters Score -1.011876e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97772 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -10118774.000000 Penalty: 5705.110352
	Iteration 100F: 3 clusters Score -1.011877e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97789 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -10118786.000000 Penalty: 5705.110352
	Iteration 101Q: 3 clusters Score -1.011879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97801 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10118791.000000 Penalty: 5705.110352
	Iteration 102Q: 3 clusters Score -1.011879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97814 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10118796.000000 Penalty: 5705.110352
	Iteration 103Q: 3 clusters Score -1.01188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97822 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -10118802.000000 Penalty: 5705.110352
	Iteration 104Q: 3 clusters Score -1.01188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97827 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -10118804.000000 Penalty: 5705.110352
	Iteration 105Q: 3 clusters Score -1.01188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -10118808.000000 Penalty: 5705.110352
	Iteration 106Q: 3 clusters Score -1.011881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97842 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10118807.000000 Penalty: 5705.110352
	Iteration 107Q: 3 clusters Score -1.011881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -10118811.000000 Penalty: 5705.110352
	Iteration 108Q: 3 clusters Score -1.011881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10118809.000000 Penalty: 5705.110352
	Iteration 109Q: 3 clusters Score -1.011881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97860 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -10118812.000000 Penalty: 5705.110352
	Iteration 110Q: 3 clusters Score -1.011881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97874 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -10118815.000000 Penalty: 5705.110352
	Iteration 111Q: 3 clusters Score -1.011882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97887 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10118826.000000 Penalty: 5705.110352
	Iteration 112Q: 3 clusters Score -1.011883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97902 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10118826.000000 Penalty: 5705.110352
	Iteration 113Q: 3 clusters Score -1.011883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97912 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -10118826.000000 Penalty: 5705.110352
	Iteration 114Q: 3 clusters Score -1.011883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97921 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -10118821.000000 Penalty: 5705.110352
	Iteration 115Q: 3 clusters Score -1.011882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10118836.000000 Penalty: 5705.110352
	Iteration 116Q: 3 clusters Score -1.011884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10118834.000000 Penalty: 5705.110352
	Iteration 117Q: 3 clusters Score -1.011883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97942 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10118826.000000 Penalty: 5705.110352
	Iteration 118Q: 3 clusters Score -1.011883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97949 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10118837.000000 Penalty: 5705.110352
	Iteration 119Q: 3 clusters Score -1.011884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97956 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10118840.000000 Penalty: 5705.110352
	Iteration 120F: 3 clusters Score -1.011884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10118854.000000 Penalty: 5705.110352
	Iteration 121Q: 3 clusters Score -1.011885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97964 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10118851.000000 Penalty: 5705.110352
	Iteration 122Q: 3 clusters Score -1.011885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97968 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10118854.000000 Penalty: 5705.110352
	Iteration 123Q: 3 clusters Score -1.011885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -10118861.000000 Penalty: 5705.110352
	Iteration 124Q: 3 clusters Score -1.011886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10118865.000000 Penalty: 5705.110352
	Iteration 125Q: 3 clusters Score -1.011886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97972 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10118861.000000 Penalty: 5705.110352
	Iteration 126Q: 3 clusters Score -1.011886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97973 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10118851.000000 Penalty: 5705.110352
	Iteration 127Q: 3 clusters Score -1.011885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -10118854.000000 Penalty: 5705.110352
	Iteration 128Q: 3 clusters Score -1.011885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -10118854.000000 Penalty: 5705.110352
	Iteration 129F: 3 clusters Score -1.011885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Entering Unmasked Estep 
Score: -1349065.625000 Penalty: 2363.627441
	Iteration 0F: 2 clusters Score -1349066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1339108.625000 Penalty: 4727.254883
	Iteration 0F: 3 clusters Score -1339109 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1342248.750000 Penalty: 4727.254883
	Iteration 1F: 3 clusters Score -1342249 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1342737.750000 Penalty: 4727.254883
	Iteration 2F: 3 clusters Score -1342738 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1343180.875000 Penalty: 4727.254883
	Iteration 3F: 3 clusters Score -1343181 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1343584.500000 Penalty: 4727.254883
	Iteration 4F: 3 clusters Score -1343584 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1343985.125000 Penalty: 4727.254883
	Iteration 5F: 3 clusters Score -1343985 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1344352.375000 Penalty: 4727.254883
	Iteration 6Q: 3 clusters Score -1344352 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1344755.250000 Penalty: 4727.254883
	Iteration 7Q: 3 clusters Score -1344755 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1345157.000000 Penalty: 4727.254883
	Iteration 8Q: 3 clusters Score -1345157 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1345523.250000 Penalty: 4727.254883
	Iteration 9Q: 3 clusters Score -1345523 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1345808.875000 Penalty: 4727.254883
	Iteration 10Q: 3 clusters Score -1345809 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1345982.500000 Penalty: 4727.254883
	Iteration 11Q: 3 clusters Score -1345982 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1346099.875000 Penalty: 4727.254883
	Iteration 12Q: 3 clusters Score -1346100 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1346178.500000 Penalty: 4727.254883
	Iteration 13Q: 3 clusters Score -1346178 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1346225.750000 Penalty: 4727.254883
	Iteration 14Q: 3 clusters Score -1346226 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1346266.750000 Penalty: 4727.254883
	Iteration 15Q: 3 clusters Score -1346267 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1346315.000000 Penalty: 4727.254883
	Iteration 16Q: 3 clusters Score -1346315 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1346348.500000 Penalty: 4727.254883
	Iteration 17Q: 3 clusters Score -1346348 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1346381.625000 Penalty: 4727.254883
	Iteration 18Q: 3 clusters Score -1346382 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1346408.625000 Penalty: 4727.254883
	Iteration 19Q: 3 clusters Score -1346409 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1346423.125000 Penalty: 4727.254883
	Iteration 20F: 3 clusters Score -1346423 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1346439.125000 Penalty: 4727.254883
	Iteration 21Q: 3 clusters Score -1346439 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1346448.500000 Penalty: 4727.254883
	Iteration 22Q: 3 clusters Score -1346448 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1346456.375000 Penalty: 4727.254883
	Iteration 23Q: 3 clusters Score -1346456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1346466.250000 Penalty: 4727.254883
	Iteration 24Q: 3 clusters Score -1346466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1346478.125000 Penalty: 4727.254883
	Iteration 25Q: 3 clusters Score -1346478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1346485.250000 Penalty: 4727.254883
	Iteration 26Q: 3 clusters Score -1346485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1346488.250000 Penalty: 4727.254883
	Iteration 27Q: 3 clusters Score -1346488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1346493.625000 Penalty: 4727.254883
	Iteration 28Q: 3 clusters Score -1346494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1346496.250000 Penalty: 4727.254883
	Iteration 29Q: 3 clusters Score -1346496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1346499.375000 Penalty: 4727.254883
	Iteration 30Q: 3 clusters Score -1346499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1346502.250000 Penalty: 4727.254883
	Iteration 31Q: 3 clusters Score -1346502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1346506.000000 Penalty: 4727.254883
	Iteration 32Q: 3 clusters Score -1346506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1346512.375000 Penalty: 4727.254883
	Iteration 33Q: 3 clusters Score -1346512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1346513.625000 Penalty: 4727.254883
	Iteration 34Q: 3 clusters Score -1346514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1346511.250000 Penalty: 4727.254883
	Iteration 35Q: 3 clusters Score -1346511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1346517.750000 Penalty: 4727.254883
	Iteration 36Q: 3 clusters Score -1346518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1346517.875000 Penalty: 4727.254883
	Iteration 37Q: 3 clusters Score -1346518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1346516.750000 Penalty: 4727.254883
	Iteration 38Q: 3 clusters Score -1346517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1346516.750000 Penalty: 4727.254883
	Iteration 39F: 3 clusters Score -1346517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Entering Unmasked Estep 
Score: -5122600.000000 Penalty: 2687.046143
	Iteration 0F: 2 clusters Score -5122600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -5088343.000000 Penalty: 5374.092285
	Iteration 0F: 3 clusters Score -5088343 nChanged 23473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -5101739.000000 Penalty: 5374.092285
	Iteration 1F: 3 clusters Score -5101739 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -5102984.500000 Penalty: 5374.092285
	Iteration 2F: 3 clusters Score -5102984 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -5104948.500000 Penalty: 5374.092285
	Iteration 3F: 3 clusters Score -5104948 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -5107829.000000 Penalty: 5374.092285
	Iteration 4F: 3 clusters Score -5107829 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5111802.500000 Penalty: 5374.092285
	Iteration 5F: 3 clusters Score -5111802 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -5116064.500000 Penalty: 5374.092285
	Iteration 6F: 3 clusters Score -5116064 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -5119147.500000 Penalty: 5374.092285
	Iteration 7F: 3 clusters Score -5119148 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -5120687.000000 Penalty: 5374.092285
	Iteration 8Q: 3 clusters Score -5120687 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -5121342.000000 Penalty: 5374.092285
	Iteration 9Q: 3 clusters Score -5121342 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -5121697.000000 Penalty: 5374.092285
	Iteration 10Q: 3 clusters Score -5121697 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -5122007.000000 Penalty: 5374.092285
	Iteration 11Q: 3 clusters Score -5122007 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -5122286.000000 Penalty: 5374.092285
	Iteration 12Q: 3 clusters Score -5122286 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -5122552.500000 Penalty: 5374.092285
	Iteration 13Q: 3 clusters Score -5122552 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -5122753.000000 Penalty: 5374.092285
	Iteration 14Q: 3 clusters Score -5122753 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -5122903.000000 Penalty: 5374.092285
	Iteration 15Q: 3 clusters Score -5122903 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -5123031.000000 Penalty: 5374.092285
	Iteration 16Q: 3 clusters Score -5123031 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -5123092.500000 Penalty: 5374.092285
	Iteration 17Q: 3 clusters Score -5123092 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -5123111.500000 Penalty: 5374.092285
	Iteration 18Q: 3 clusters Score -5123112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -5123139.500000 Penalty: 5374.092285
	Iteration 19Q: 3 clusters Score -5123140 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -5123143.000000 Penalty: 5374.092285
	Iteration 20F: 3 clusters Score -5123143 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -5123142.500000 Penalty: 5374.092285
	Iteration 21Q: 3 clusters Score -5123142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -5123165.500000 Penalty: 5374.092285
	Iteration 22Q: 3 clusters Score -5123166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -5123171.000000 Penalty: 5374.092285
	Iteration 23Q: 3 clusters Score -5123171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -5123183.500000 Penalty: 5374.092285
	Iteration 24Q: 3 clusters Score -5123184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -5123188.000000 Penalty: 5374.092285
	Iteration 25Q: 3 clusters Score -5123188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -5123184.000000 Penalty: 5374.092285
	Iteration 26Q: 3 clusters Score -5123184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -5123184.000000 Penalty: 5374.092285
	Iteration 27Q: 3 clusters Score -5123184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -5123178.500000 Penalty: 5374.092285
	Iteration 28Q: 3 clusters Score -5123178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -5123184.500000 Penalty: 5374.092285
	Iteration 29Q: 3 clusters Score -5123184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -5123180.000000 Penalty: 5374.092285
	Iteration 30Q: 3 clusters Score -5123180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -5123184.000000 Penalty: 5374.092285
	Iteration 31Q: 3 clusters Score -5123184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -5123193.500000 Penalty: 5374.092285
	Iteration 32Q: 3 clusters Score -5123194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -5123194.500000 Penalty: 5374.092285
	Iteration 33Q: 3 clusters Score -5123194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -5123194.500000 Penalty: 5374.092285
	Iteration 34F: 3 clusters Score -5123194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187540 members 
Mstep: Class 2 contains 7393 members 
Mstep: Class 3 contains 296327 members 
Mstep: Class 4 contains 15755 members 
Mstep: Class 5 contains 15821 members 
Mstep: Class 6 contains 9177 members 
Mstep: Class 7 contains 68805 members 
Mstep: Class 8 contains 42791 members 
Mstep: Class 9 contains 1609 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 93488 members 
Mstep: Class 13 contains 5134 members 
Mstep: Class 14 contains 17678 members 
Mstep: Class 15 contains 14250 members 
Mstep: Class 16 contains 98937 members 
Mstep: Class 17 contains 13777 members 
Mstep: Class 18 contains 44964 members 
Mstep: Class 19 contains 10927 members 
Mstep: Class 20 contains 109301 members 
Mstep: Class 21 contains 15413 members 
Mstep: Class 22 contains 151681 members 
Mstep: Class 23 contains 39383 members 
Mstep: Class 24 contains 234248 members 
Mstep: Class 25 contains 16719 members 
Mstep: Class 26 contains 31909 members 
Mstep: Class 27 contains 22767 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 7136 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 5796 members 
Entering Unmasked Estep 
Score: -157134080.000000 Penalty: 113460.695312
Splitting cluster 18 changes total score from -157133952.000000 to -157134080.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (10927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Entering Unmasked Estep 
Score: -1091920.500000 Penalty: 2306.150146
	Iteration 0F: 2 clusters Score -1091920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1083707.125000 Penalty: 4612.300293
	Iteration 0F: 3 clusters Score -1083707 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1086169.750000 Penalty: 4612.300293
	Iteration 1F: 3 clusters Score -1086170 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1086467.125000 Penalty: 4612.300293
	Iteration 2F: 3 clusters Score -1086467 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1086689.250000 Penalty: 4612.300293
	Iteration 3Q: 3 clusters Score -1086689 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1086893.875000 Penalty: 4612.300293
	Iteration 4Q: 3 clusters Score -1086894 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1087079.500000 Penalty: 4612.300293
	Iteration 5Q: 3 clusters Score -1087080 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1087265.625000 Penalty: 4612.300293
	Iteration 6Q: 3 clusters Score -1087266 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1087511.875000 Penalty: 4612.300293
	Iteration 7Q: 3 clusters Score -1087512 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1087841.250000 Penalty: 4612.300293
	Iteration 8Q: 3 clusters Score -1087841 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1088177.875000 Penalty: 4612.300293
	Iteration 9Q: 3 clusters Score -1088178 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1088520.875000 Penalty: 4612.300293
	Iteration 10Q: 3 clusters Score -1088521 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1088899.250000 Penalty: 4612.300293
	Iteration 11Q: 3 clusters Score -1088899 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1089296.375000 Penalty: 4612.300293
	Iteration 12Q: 3 clusters Score -1089296 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1089640.250000 Penalty: 4612.300293
	Iteration 13Q: 3 clusters Score -1089640 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1089871.125000 Penalty: 4612.300293
	Iteration 14Q: 3 clusters Score -1089871 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1090044.500000 Penalty: 4612.300293
	Iteration 15Q: 3 clusters Score -1090044 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1090189.250000 Penalty: 4612.300293
	Iteration 16Q: 3 clusters Score -1090189 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1090286.125000 Penalty: 4612.300293
	Iteration 17Q: 3 clusters Score -1090286 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1090365.625000 Penalty: 4612.300293
	Iteration 18Q: 3 clusters Score -1090366 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1090404.375000 Penalty: 4612.300293
	Iteration 19Q: 3 clusters Score -1090404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1090424.000000 Penalty: 4612.300293
	Iteration 20F: 3 clusters Score -1090424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1090434.250000 Penalty: 4612.300293
	Iteration 21Q: 3 clusters Score -1090434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1090442.375000 Penalty: 4612.300293
	Iteration 22Q: 3 clusters Score -1090442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1090450.500000 Penalty: 4612.300293
	Iteration 23Q: 3 clusters Score -1090450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1090454.000000 Penalty: 4612.300293
	Iteration 24Q: 3 clusters Score -1090454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1090460.125000 Penalty: 4612.300293
	Iteration 25Q: 3 clusters Score -1090460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1090463.875000 Penalty: 4612.300293
	Iteration 26Q: 3 clusters Score -1090464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1090467.250000 Penalty: 4612.300293
	Iteration 27Q: 3 clusters Score -1090467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1090468.250000 Penalty: 4612.300293
	Iteration 28Q: 3 clusters Score -1090468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1090469.250000 Penalty: 4612.300293
	Iteration 29Q: 3 clusters Score -1090469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1090469.500000 Penalty: 4612.300293
	Iteration 30Q: 3 clusters Score -1090470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1090472.625000 Penalty: 4612.300293
	Iteration 31Q: 3 clusters Score -1090473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1090474.500000 Penalty: 4612.300293
	Iteration 32Q: 3 clusters Score -1090474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1090477.625000 Penalty: 4612.300293
	Iteration 33Q: 3 clusters Score -1090478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1090475.250000 Penalty: 4612.300293
	Iteration 34Q: 3 clusters Score -1090475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1090477.250000 Penalty: 4612.300293
	Iteration 35Q: 3 clusters Score -1090477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1090477.250000 Penalty: 4612.300293
	Iteration 36Q: 3 clusters Score -1090477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1090477.500000 Penalty: 4612.300293
	Iteration 37Q: 3 clusters Score -1090478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1090477.375000 Penalty: 4612.300293
	Iteration 38Q: 3 clusters Score -1090477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1090478.875000 Penalty: 4612.300293
	Iteration 39Q: 3 clusters Score -1090479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1090481.250000 Penalty: 4612.300293
	Iteration 40F: 3 clusters Score -1090481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1090483.750000 Penalty: 4612.300293
	Iteration 41Q: 3 clusters Score -1090484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1090483.250000 Penalty: 4612.300293
	Iteration 42Q: 3 clusters Score -1090483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1090485.500000 Penalty: 4612.300293
	Iteration 43Q: 3 clusters Score -1090486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1090487.000000 Penalty: 4612.300293
	Iteration 44Q: 3 clusters Score -1090487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1090488.000000 Penalty: 4612.300293
	Iteration 45Q: 3 clusters Score -1090488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1090489.000000 Penalty: 4612.300293
	Iteration 46Q: 3 clusters Score -1090489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1090488.125000 Penalty: 4612.300293
	Iteration 47Q: 3 clusters Score -1090488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1090489.750000 Penalty: 4612.300293
	Iteration 48Q: 3 clusters Score -1090490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1090490.375000 Penalty: 4612.300293
	Iteration 49Q: 3 clusters Score -1090490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1090490.750000 Penalty: 4612.300293
	Iteration 50Q: 3 clusters Score -1090491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1090488.625000 Penalty: 4612.300293
	Iteration 51Q: 3 clusters Score -1090489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1090488.875000 Penalty: 4612.300293
	Iteration 52Q: 3 clusters Score -1090489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1090490.375000 Penalty: 4612.300293
	Iteration 53Q: 3 clusters Score -1090490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1090490.375000 Penalty: 4612.300293
	Iteration 54F: 3 clusters Score -1090490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (109301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Entering Unmasked Estep 
Score: -11057014.000000 Penalty: 2877.261475
	Iteration 0F: 2 clusters Score -1.105701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -10983656.000000 Penalty: 5754.522949
	Iteration 0F: 3 clusters Score -1.098366e+07 nChanged 51750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -11013495.000000 Penalty: 5754.522949
	Iteration 1F: 3 clusters Score -1.10135e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -11014157.000000 Penalty: 5754.522949
	Iteration 2Q: 3 clusters Score -1.101416e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -11014911.000000 Penalty: 5754.522949
	Iteration 3Q: 3 clusters Score -1.101491e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -11015833.000000 Penalty: 5754.522949
	Iteration 4Q: 3 clusters Score -1.101583e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -11017036.000000 Penalty: 5754.522949
	Iteration 5Q: 3 clusters Score -1.101704e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -11018779.000000 Penalty: 5754.522949
	Iteration 6Q: 3 clusters Score -1.101878e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -11021467.000000 Penalty: 5754.522949
	Iteration 7Q: 3 clusters Score -1.102147e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -11025807.000000 Penalty: 5754.522949
	Iteration 8F: 3 clusters Score -1.102581e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -11032349.000000 Penalty: 5754.522949
	Iteration 9F: 3 clusters Score -1.103235e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -11040688.000000 Penalty: 5754.522949
	Iteration 10F: 3 clusters Score -1.104069e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -11047497.000000 Penalty: 5754.522949
	Iteration 11F: 3 clusters Score -1.10475e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -11050747.000000 Penalty: 5754.522949
	Iteration 12F: 3 clusters Score -1.105075e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -11052397.000000 Penalty: 5754.522949
	Iteration 13Q: 3 clusters Score -1.10524e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -11053642.000000 Penalty: 5754.522949
	Iteration 14Q: 3 clusters Score -1.105364e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -11054880.000000 Penalty: 5754.522949
	Iteration 15Q: 3 clusters Score -1.105488e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -11056255.000000 Penalty: 5754.522949
	Iteration 16Q: 3 clusters Score -1.105626e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -11057458.000000 Penalty: 5754.522949
	Iteration 17Q: 3 clusters Score -1.105746e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -11058420.000000 Penalty: 5754.522949
	Iteration 18Q: 3 clusters Score -1.105842e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -11058986.000000 Penalty: 5754.522949
	Iteration 19Q: 3 clusters Score -1.105899e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -11059525.000000 Penalty: 5754.522949
	Iteration 20F: 3 clusters Score -1.105952e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -11059861.000000 Penalty: 5754.522949
	Iteration 21Q: 3 clusters Score -1.105986e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -11060105.000000 Penalty: 5754.522949
	Iteration 22Q: 3 clusters Score -1.10601e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -11060316.000000 Penalty: 5754.522949
	Iteration 23Q: 3 clusters Score -1.106032e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -11060483.000000 Penalty: 5754.522949
	Iteration 24Q: 3 clusters Score -1.106048e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -11060637.000000 Penalty: 5754.522949
	Iteration 25Q: 3 clusters Score -1.106064e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -11060705.000000 Penalty: 5754.522949
	Iteration 26Q: 3 clusters Score -1.10607e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -11060870.000000 Penalty: 5754.522949
	Iteration 27Q: 3 clusters Score -1.106087e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -11060957.000000 Penalty: 5754.522949
	Iteration 28Q: 3 clusters Score -1.106096e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -11061021.000000 Penalty: 5754.522949
	Iteration 29Q: 3 clusters Score -1.106102e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 69529 members 
Entering Unmasked Estep 
Score: -11061094.000000 Penalty: 5754.522949
	Iteration 30Q: 3 clusters Score -1.106109e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 69901 members 
Entering Unmasked Estep 
Score: -11061146.000000 Penalty: 5754.522949
	Iteration 31Q: 3 clusters Score -1.106115e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
Score: -11061163.000000 Penalty: 5754.522949
	Iteration 32Q: 3 clusters Score -1.106116e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -11061220.000000 Penalty: 5754.522949
	Iteration 33Q: 3 clusters Score -1.106122e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -11061182.000000 Penalty: 5754.522949
	Iteration 34Q: 3 clusters Score -1.106118e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -11061188.000000 Penalty: 5754.522949
	Iteration 35Q: 3 clusters Score -1.106119e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -11061220.000000 Penalty: 5754.522949
	Iteration 36Q: 3 clusters Score -1.106122e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
Score: -11061255.000000 Penalty: 5754.522949
	Iteration 37Q: 3 clusters Score -1.106126e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
Score: -11061268.000000 Penalty: 5754.522949
	Iteration 38Q: 3 clusters Score -1.106127e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 71500 members 
Entering Unmasked Estep 
Score: -11061235.000000 Penalty: 5754.522949
	Iteration 39Q: 3 clusters Score -1.106124e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -11061231.000000 Penalty: 5754.522949
	Iteration 40F: 3 clusters Score -1.106123e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
Score: -11061232.000000 Penalty: 5754.522949
	Iteration 41Q: 3 clusters Score -1.106123e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -11061234.000000 Penalty: 5754.522949
	Iteration 42Q: 3 clusters Score -1.106123e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
Score: -11061228.000000 Penalty: 5754.522949
	Iteration 43Q: 3 clusters Score -1.106123e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 71876 members 
Entering Unmasked Estep 
Score: -11061236.000000 Penalty: 5754.522949
	Iteration 44Q: 3 clusters Score -1.106124e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -11061216.000000 Penalty: 5754.522949
	Iteration 45Q: 3 clusters Score -1.106122e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 71984 members 
Entering Unmasked Estep 
Score: -11061234.000000 Penalty: 5754.522949
	Iteration 46Q: 3 clusters Score -1.106123e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -11061238.000000 Penalty: 5754.522949
	Iteration 47Q: 3 clusters Score -1.106124e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -11061236.000000 Penalty: 5754.522949
	Iteration 48Q: 3 clusters Score -1.106124e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -11061242.000000 Penalty: 5754.522949
	Iteration 49Q: 3 clusters Score -1.106124e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 72113 members 
Entering Unmasked Estep 
Score: -11061229.000000 Penalty: 5754.522949
	Iteration 50Q: 3 clusters Score -1.106123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 72123 members 
Entering Unmasked Estep 
Score: -11061241.000000 Penalty: 5754.522949
	Iteration 51Q: 3 clusters Score -1.106124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -11061225.000000 Penalty: 5754.522949
	Iteration 52Q: 3 clusters Score -1.106122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -11061233.000000 Penalty: 5754.522949
	Iteration 53Q: 3 clusters Score -1.106123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 72140 members 
Entering Unmasked Estep 
Score: -11061234.000000 Penalty: 5754.522949
	Iteration 54Q: 3 clusters Score -1.106123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -11061228.000000 Penalty: 5754.522949
	Iteration 55Q: 3 clusters Score -1.106123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
Score: -11061233.000000 Penalty: 5754.522949
	Iteration 56Q: 3 clusters Score -1.106123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -11061235.000000 Penalty: 5754.522949
	Iteration 57Q: 3 clusters Score -1.106124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 72153 members 
Entering Unmasked Estep 
Score: -11061235.000000 Penalty: 5754.522949
	Iteration 58Q: 3 clusters Score -1.106124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -11061236.000000 Penalty: 5754.522949
	Iteration 59Q: 3 clusters Score -1.106124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 72157 members 
Entering Unmasked Estep 
Score: -11061240.000000 Penalty: 5754.522949
	Iteration 60F: 3 clusters Score -1.106124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 72161 members 
Entering Unmasked Estep 
Score: -11061240.000000 Penalty: 5754.522949
	Iteration 61Q: 3 clusters Score -1.106124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -11061232.000000 Penalty: 5754.522949
	Iteration 62Q: 3 clusters Score -1.106123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 72168 members 
Entering Unmasked Estep 
Score: -11061233.000000 Penalty: 5754.522949
	Iteration 63Q: 3 clusters Score -1.106123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -11061236.000000 Penalty: 5754.522949
	Iteration 64Q: 3 clusters Score -1.106124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -11061227.000000 Penalty: 5754.522949
	Iteration 65Q: 3 clusters Score -1.106123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -11061221.000000 Penalty: 5754.522949
	Iteration 66Q: 3 clusters Score -1.106122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -11061227.000000 Penalty: 5754.522949
	Iteration 67Q: 3 clusters Score -1.106123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -11061218.000000 Penalty: 5754.522949
	Iteration 68Q: 3 clusters Score -1.106122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 72201 members 
Entering Unmasked Estep 
Score: -11061218.000000 Penalty: 5754.522949
	Iteration 69Q: 3 clusters Score -1.106122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 72208 members 
Entering Unmasked Estep 
Score: -11061215.000000 Penalty: 5754.522949
	Iteration 70Q: 3 clusters Score -1.106122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -11061217.000000 Penalty: 5754.522949
	Iteration 71Q: 3 clusters Score -1.106122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 72223 members 
Entering Unmasked Estep 
Score: -11061224.000000 Penalty: 5754.522949
	Iteration 72Q: 3 clusters Score -1.106122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -11061230.000000 Penalty: 5754.522949
	Iteration 73Q: 3 clusters Score -1.106123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -11061217.000000 Penalty: 5754.522949
	Iteration 74Q: 3 clusters Score -1.106122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 72240 members 
Entering Unmasked Estep 
Score: -11061217.000000 Penalty: 5754.522949
	Iteration 75Q: 3 clusters Score -1.106122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -11061223.000000 Penalty: 5754.522949
	Iteration 76Q: 3 clusters Score -1.106122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -11061209.000000 Penalty: 5754.522949
	Iteration 77Q: 3 clusters Score -1.106121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -11061210.000000 Penalty: 5754.522949
	Iteration 78Q: 3 clusters Score -1.106121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 72259 members 
Entering Unmasked Estep 
Score: -11061215.000000 Penalty: 5754.522949
	Iteration 79Q: 3 clusters Score -1.106122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -11061215.000000 Penalty: 5754.522949
	Iteration 80F: 3 clusters Score -1.106122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 72266 members 
Entering Unmasked Estep 
Score: -11061214.000000 Penalty: 5754.522949
	Iteration 81Q: 3 clusters Score -1.106121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -11061212.000000 Penalty: 5754.522949
	Iteration 82Q: 3 clusters Score -1.106121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -11061217.000000 Penalty: 5754.522949
	Iteration 83Q: 3 clusters Score -1.106122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -11061217.000000 Penalty: 5754.522949
	Iteration 84F: 3 clusters Score -1.106122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187540 members 
Mstep: Class 2 contains 7393 members 
Mstep: Class 3 contains 296327 members 
Mstep: Class 4 contains 15755 members 
Mstep: Class 5 contains 15821 members 
Mstep: Class 6 contains 9177 members 
Mstep: Class 7 contains 68805 members 
Mstep: Class 8 contains 42791 members 
Mstep: Class 9 contains 1609 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 93488 members 
Mstep: Class 13 contains 5134 members 
Mstep: Class 14 contains 17678 members 
Mstep: Class 15 contains 14250 members 
Mstep: Class 16 contains 98937 members 
Mstep: Class 17 contains 13777 members 
Mstep: Class 18 contains 44964 members 
Mstep: Class 19 contains 10927 members 
Mstep: Class 20 contains 37031 members 
Mstep: Class 21 contains 15413 members 
Mstep: Class 22 contains 151681 members 
Mstep: Class 23 contains 39383 members 
Mstep: Class 24 contains 234248 members 
Mstep: Class 25 contains 16719 members 
Mstep: Class 26 contains 31909 members 
Mstep: Class 27 contains 22767 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 7136 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 5796 members 
Mstep: Class 33 contains 72270 members 
Entering Unmasked Estep 
Score: -157137552.000000 Penalty: 117006.343750
Splitting cluster 20 changes total score from -157133952.000000 to -157137552.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (15413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Entering Unmasked Estep 
Score: -1510263.250000 Penalty: 2391.455566
	Iteration 0F: 2 clusters Score -1510263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1499125.875000 Penalty: 4782.911133
	Iteration 0F: 3 clusters Score -1499126 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1502712.875000 Penalty: 4782.911133
	Iteration 1F: 3 clusters Score -1502713 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1503125.875000 Penalty: 4782.911133
	Iteration 2F: 3 clusters Score -1503126 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1503485.375000 Penalty: 4782.911133
	Iteration 3F: 3 clusters Score -1503485 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1503883.875000 Penalty: 4782.911133
	Iteration 4F: 3 clusters Score -1503884 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1504317.500000 Penalty: 4782.911133
	Iteration 5F: 3 clusters Score -1504318 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1504892.500000 Penalty: 4782.911133
	Iteration 6F: 3 clusters Score -1504892 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1505582.375000 Penalty: 4782.911133
	Iteration 7F: 3 clusters Score -1505582 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1506268.375000 Penalty: 4782.911133
	Iteration 8F: 3 clusters Score -1506268 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1506796.125000 Penalty: 4782.911133
	Iteration 9F: 3 clusters Score -1506796 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1507168.875000 Penalty: 4782.911133
	Iteration 10Q: 3 clusters Score -1507169 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1507455.250000 Penalty: 4782.911133
	Iteration 11Q: 3 clusters Score -1507455 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1507678.000000 Penalty: 4782.911133
	Iteration 12Q: 3 clusters Score -1507678 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1507891.375000 Penalty: 4782.911133
	Iteration 13Q: 3 clusters Score -1507891 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1508055.500000 Penalty: 4782.911133
	Iteration 14Q: 3 clusters Score -1508056 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1508202.875000 Penalty: 4782.911133
	Iteration 15Q: 3 clusters Score -1508203 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1508340.125000 Penalty: 4782.911133
	Iteration 16Q: 3 clusters Score -1508340 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1508458.875000 Penalty: 4782.911133
	Iteration 17Q: 3 clusters Score -1508459 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1508544.875000 Penalty: 4782.911133
	Iteration 18Q: 3 clusters Score -1508545 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1508589.500000 Penalty: 4782.911133
	Iteration 19Q: 3 clusters Score -1508590 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1508624.125000 Penalty: 4782.911133
	Iteration 20F: 3 clusters Score -1508624 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1508660.500000 Penalty: 4782.911133
	Iteration 21Q: 3 clusters Score -1508660 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1508691.250000 Penalty: 4782.911133
	Iteration 22Q: 3 clusters Score -1508691 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1508710.375000 Penalty: 4782.911133
	Iteration 23Q: 3 clusters Score -1508710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1508721.625000 Penalty: 4782.911133
	Iteration 24Q: 3 clusters Score -1508722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1508732.750000 Penalty: 4782.911133
	Iteration 25Q: 3 clusters Score -1508733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1508742.625000 Penalty: 4782.911133
	Iteration 26Q: 3 clusters Score -1508743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1508745.125000 Penalty: 4782.911133
	Iteration 27Q: 3 clusters Score -1508745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1508751.000000 Penalty: 4782.911133
	Iteration 28Q: 3 clusters Score -1508751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1508756.375000 Penalty: 4782.911133
	Iteration 29Q: 3 clusters Score -1508756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1508760.500000 Penalty: 4782.911133
	Iteration 30Q: 3 clusters Score -1508760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1508766.750000 Penalty: 4782.911133
	Iteration 31Q: 3 clusters Score -1508767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1508770.500000 Penalty: 4782.911133
	Iteration 32Q: 3 clusters Score -1508770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1508771.500000 Penalty: 4782.911133
	Iteration 33Q: 3 clusters Score -1508772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1508776.375000 Penalty: 4782.911133
	Iteration 34Q: 3 clusters Score -1508776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1508778.875000 Penalty: 4782.911133
	Iteration 35Q: 3 clusters Score -1508779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1508780.625000 Penalty: 4782.911133
	Iteration 36Q: 3 clusters Score -1508781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1508782.625000 Penalty: 4782.911133
	Iteration 37Q: 3 clusters Score -1508783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1508783.125000 Penalty: 4782.911133
	Iteration 38Q: 3 clusters Score -1508783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1508786.750000 Penalty: 4782.911133
	Iteration 39Q: 3 clusters Score -1508787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1508788.250000 Penalty: 4782.911133
	Iteration 40F: 3 clusters Score -1508788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1508786.500000 Penalty: 4782.911133
	Iteration 41Q: 3 clusters Score -1508786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1508787.750000 Penalty: 4782.911133
	Iteration 42Q: 3 clusters Score -1508788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1508788.625000 Penalty: 4782.911133
	Iteration 43Q: 3 clusters Score -1508789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1508789.750000 Penalty: 4782.911133
	Iteration 44Q: 3 clusters Score -1508790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1508788.375000 Penalty: 4782.911133
	Iteration 45Q: 3 clusters Score -1508788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1508791.250000 Penalty: 4782.911133
	Iteration 46Q: 3 clusters Score -1508791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1508791.750000 Penalty: 4782.911133
	Iteration 47Q: 3 clusters Score -1508792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1508792.625000 Penalty: 4782.911133
	Iteration 48Q: 3 clusters Score -1508793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1508792.625000 Penalty: 4782.911133
	Iteration 49F: 3 clusters Score -1508793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (151681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151681 members 
Entering Unmasked Estep 
Score: -15321113.000000 Penalty: 2958.524658
	Iteration 0F: 2 clusters Score -1.532111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75993 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -15219522.000000 Penalty: 5917.049316
	Iteration 0F: 3 clusters Score -1.521952e+07 nChanged 72408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 73242 members 
Entering Unmasked Estep 
Score: -15261237.000000 Penalty: 5917.049316
	Iteration 1F: 3 clusters Score -1.526124e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 71747 members 
Entering Unmasked Estep 
Score: -15262038.000000 Penalty: 5917.049316
	Iteration 2Q: 3 clusters Score -1.526204e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -15263035.000000 Penalty: 5917.049316
	Iteration 3Q: 3 clusters Score -1.526304e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 65811 members 
Entering Unmasked Estep 
Score: -15264561.000000 Penalty: 5917.049316
	Iteration 4Q: 3 clusters Score -1.526456e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91102 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -15267077.000000 Penalty: 5917.049316
	Iteration 5Q: 3 clusters Score -1.526708e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98838 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -15271479.000000 Penalty: 5917.049316
	Iteration 6F: 3 clusters Score -1.527148e+07 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109034 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -15278502.000000 Penalty: 5917.049316
	Iteration 7F: 3 clusters Score -1.52785e+07 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121273 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -15289006.000000 Penalty: 5917.049316
	Iteration 8F: 3 clusters Score -1.528901e+07 nChanged 12160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133429 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -15300527.000000 Penalty: 5917.049316
	Iteration 9F: 3 clusters Score -1.530053e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142703 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -15309827.000000 Penalty: 5917.049316
	Iteration 10F: 3 clusters Score -1.530983e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148081 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -15315033.000000 Penalty: 5917.049316
	Iteration 11Q: 3 clusters Score -1.531503e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150460 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -15317298.000000 Penalty: 5917.049316
	Iteration 12Q: 3 clusters Score -1.53173e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151206 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -15318109.000000 Penalty: 5917.049316
	Iteration 13Q: 3 clusters Score -1.531811e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151383 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15318307.000000 Penalty: 5917.049316
	Iteration 14Q: 3 clusters Score -1.531831e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151435 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15318385.000000 Penalty: 5917.049316
	Iteration 15Q: 3 clusters Score -1.531838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151447 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15318422.000000 Penalty: 5917.049316
	Iteration 16Q: 3 clusters Score -1.531842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151460 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15318446.000000 Penalty: 5917.049316
	Iteration 17Q: 3 clusters Score -1.531845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151465 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15318458.000000 Penalty: 5917.049316
	Iteration 18Q: 3 clusters Score -1.531846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151467 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15318466.000000 Penalty: 5917.049316
	Iteration 19Q: 3 clusters Score -1.531847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151469 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15318480.000000 Penalty: 5917.049316
	Iteration 20F: 3 clusters Score -1.531848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151470 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15318486.000000 Penalty: 5917.049316
	Iteration 21Q: 3 clusters Score -1.531849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151472 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15318483.000000 Penalty: 5917.049316
	Iteration 22Q: 3 clusters Score -1.531848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15318482.000000 Penalty: 5917.049316
	Iteration 23Q: 3 clusters Score -1.531848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15318482.000000 Penalty: 5917.049316
	Iteration 24F: 3 clusters Score -1.531848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Entering Unmasked Estep 
Score: -3608101.250000 Penalty: 2624.110352
	Iteration 0F: 2 clusters Score -3608101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -3581668.750000 Penalty: 5248.220703
	Iteration 0F: 3 clusters Score -3581669 nChanged 17825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3591508.500000 Penalty: 5248.220703
	Iteration 1F: 3 clusters Score -3591508 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -3592232.250000 Penalty: 5248.220703
	Iteration 2Q: 3 clusters Score -3592232 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -3592991.000000 Penalty: 5248.220703
	Iteration 3Q: 3 clusters Score -3592991 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3593801.750000 Penalty: 5248.220703
	Iteration 4Q: 3 clusters Score -3593802 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -3594603.250000 Penalty: 5248.220703
	Iteration 5Q: 3 clusters Score -3594603 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3595405.500000 Penalty: 5248.220703
	Iteration 6Q: 3 clusters Score -3595406 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3596331.500000 Penalty: 5248.220703
	Iteration 7Q: 3 clusters Score -3596332 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -3597382.250000 Penalty: 5248.220703
	Iteration 8Q: 3 clusters Score -3597382 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3598540.500000 Penalty: 5248.220703
	Iteration 9Q: 3 clusters Score -3598540 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -3599776.500000 Penalty: 5248.220703
	Iteration 10Q: 3 clusters Score -3599776 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -3601021.500000 Penalty: 5248.220703
	Iteration 11Q: 3 clusters Score -3601022 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -3602273.500000 Penalty: 5248.220703
	Iteration 12Q: 3 clusters Score -3602274 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -3603298.750000 Penalty: 5248.220703
	Iteration 13Q: 3 clusters Score -3603299 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -3604095.000000 Penalty: 5248.220703
	Iteration 14Q: 3 clusters Score -3604095 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -3604626.500000 Penalty: 5248.220703
	Iteration 15Q: 3 clusters Score -3604626 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -3605017.000000 Penalty: 5248.220703
	Iteration 16Q: 3 clusters Score -3605017 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -3605317.000000 Penalty: 5248.220703
	Iteration 17Q: 3 clusters Score -3605317 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -3605500.750000 Penalty: 5248.220703
	Iteration 18Q: 3 clusters Score -3605501 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -3605612.750000 Penalty: 5248.220703
	Iteration 19Q: 3 clusters Score -3605613 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -3605705.000000 Penalty: 5248.220703
	Iteration 20F: 3 clusters Score -3605705 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -3605776.000000 Penalty: 5248.220703
	Iteration 21Q: 3 clusters Score -3605776 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -3605821.750000 Penalty: 5248.220703
	Iteration 22Q: 3 clusters Score -3605822 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -3605850.750000 Penalty: 5248.220703
	Iteration 23Q: 3 clusters Score -3605851 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -3605899.000000 Penalty: 5248.220703
	Iteration 24Q: 3 clusters Score -3605899 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -3605928.500000 Penalty: 5248.220703
	Iteration 25Q: 3 clusters Score -3605928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -3605970.500000 Penalty: 5248.220703
	Iteration 26Q: 3 clusters Score -3605970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -3606002.250000 Penalty: 5248.220703
	Iteration 27Q: 3 clusters Score -3606002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -3606027.250000 Penalty: 5248.220703
	Iteration 28Q: 3 clusters Score -3606027 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -3606045.750000 Penalty: 5248.220703
	Iteration 29Q: 3 clusters Score -3606046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -3606062.000000 Penalty: 5248.220703
	Iteration 30Q: 3 clusters Score -3606062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -3606094.000000 Penalty: 5248.220703
	Iteration 31Q: 3 clusters Score -3606094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -3606102.500000 Penalty: 5248.220703
	Iteration 32Q: 3 clusters Score -3606102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -3606126.000000 Penalty: 5248.220703
	Iteration 33Q: 3 clusters Score -3606126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -3606137.500000 Penalty: 5248.220703
	Iteration 34Q: 3 clusters Score -3606138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -3606145.750000 Penalty: 5248.220703
	Iteration 35Q: 3 clusters Score -3606146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -3606166.000000 Penalty: 5248.220703
	Iteration 36Q: 3 clusters Score -3606166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -3606167.500000 Penalty: 5248.220703
	Iteration 37Q: 3 clusters Score -3606168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -3606178.500000 Penalty: 5248.220703
	Iteration 38Q: 3 clusters Score -3606178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -3606174.000000 Penalty: 5248.220703
	Iteration 39Q: 3 clusters Score -3606174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -3606173.500000 Penalty: 5248.220703
	Iteration 40F: 3 clusters Score -3606174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -3606174.250000 Penalty: 5248.220703
	Iteration 41Q: 3 clusters Score -3606174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -3606176.000000 Penalty: 5248.220703
	Iteration 42Q: 3 clusters Score -3606176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -3606177.750000 Penalty: 5248.220703
	Iteration 43Q: 3 clusters Score -3606178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -3606182.000000 Penalty: 5248.220703
	Iteration 44Q: 3 clusters Score -3606182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -3606183.000000 Penalty: 5248.220703
	Iteration 45Q: 3 clusters Score -3606183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -3606183.250000 Penalty: 5248.220703
	Iteration 46Q: 3 clusters Score -3606183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -3606181.000000 Penalty: 5248.220703
	Iteration 47Q: 3 clusters Score -3606181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -3606181.000000 Penalty: 5248.220703
	Iteration 48F: 3 clusters Score -3606181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (234248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234248 members 
Entering Unmasked Estep 
Score: -23576474.000000 Penalty: 3066.305664
	Iteration 0F: 2 clusters Score -2.357647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117093 members 
Mstep: Class 2 contains 117155 members 
Entering Unmasked Estep 
Score: -23422954.000000 Penalty: 6132.611328
	Iteration 0F: 3 clusters Score -2.342295e+07 nChanged 112881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116244 members 
Mstep: Class 2 contains 118004 members 
Entering Unmasked Estep 
Score: -23489878.000000 Penalty: 6132.611328
	Iteration 1F: 3 clusters Score -2.348988e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115654 members 
Mstep: Class 2 contains 118594 members 
Entering Unmasked Estep 
Score: -23491412.000000 Penalty: 6132.611328
	Iteration 2Q: 3 clusters Score -2.349141e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114804 members 
Mstep: Class 2 contains 119444 members 
Entering Unmasked Estep 
Score: -23493234.000000 Penalty: 6132.611328
	Iteration 3Q: 3 clusters Score -2.349323e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113484 members 
Mstep: Class 2 contains 120764 members 
Entering Unmasked Estep 
Score: -23495710.000000 Penalty: 6132.611328
	Iteration 4Q: 3 clusters Score -2.349571e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 122517 members 
Entering Unmasked Estep 
Score: -23498736.000000 Penalty: 6132.611328
	Iteration 5Q: 3 clusters Score -2.349874e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109355 members 
Mstep: Class 2 contains 124893 members 
Entering Unmasked Estep 
Score: -23503510.000000 Penalty: 6132.611328
	Iteration 6Q: 3 clusters Score -2.350351e+07 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106493 members 
Mstep: Class 2 contains 127755 members 
Entering Unmasked Estep 
Score: -23510732.000000 Penalty: 6132.611328
	Iteration 7F: 3 clusters Score -2.351073e+07 nChanged 13833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103538 members 
Mstep: Class 2 contains 130710 members 
Entering Unmasked Estep 
Score: -23520600.000000 Penalty: 6132.611328
	Iteration 8F: 3 clusters Score -2.35206e+07 nChanged 14473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100963 members 
Mstep: Class 2 contains 133285 members 
Entering Unmasked Estep 
Score: -23530150.000000 Penalty: 6132.611328
	Iteration 9F: 3 clusters Score -2.353015e+07 nChanged 11630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98837 members 
Mstep: Class 2 contains 135411 members 
Entering Unmasked Estep 
Score: -23535144.000000 Penalty: 6132.611328
	Iteration 10Q: 3 clusters Score -2.353514e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96821 members 
Mstep: Class 2 contains 137427 members 
Entering Unmasked Estep 
Score: -23536908.000000 Penalty: 6132.611328
	Iteration 11Q: 3 clusters Score -2.353691e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 139435 members 
Entering Unmasked Estep 
Score: -23537638.000000 Penalty: 6132.611328
	Iteration 12Q: 3 clusters Score -2.353764e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92774 members 
Mstep: Class 2 contains 141474 members 
Entering Unmasked Estep 
Score: -23538214.000000 Penalty: 6132.611328
	Iteration 13Q: 3 clusters Score -2.353821e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90625 members 
Mstep: Class 2 contains 143623 members 
Entering Unmasked Estep 
Score: -23538840.000000 Penalty: 6132.611328
	Iteration 14Q: 3 clusters Score -2.353884e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88375 members 
Mstep: Class 2 contains 145873 members 
Entering Unmasked Estep 
Score: -23539376.000000 Penalty: 6132.611328
	Iteration 15Q: 3 clusters Score -2.353938e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 148328 members 
Entering Unmasked Estep 
Score: -23539880.000000 Penalty: 6132.611328
	Iteration 16Q: 3 clusters Score -2.353988e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 151002 members 
Entering Unmasked Estep 
Score: -23540520.000000 Penalty: 6132.611328
	Iteration 17Q: 3 clusters Score -2.354052e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80363 members 
Mstep: Class 2 contains 153885 members 
Entering Unmasked Estep 
Score: -23541264.000000 Penalty: 6132.611328
	Iteration 18Q: 3 clusters Score -2.354126e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 156966 members 
Entering Unmasked Estep 
Score: -23542092.000000 Penalty: 6132.611328
	Iteration 19Q: 3 clusters Score -2.354209e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 160279 members 
Entering Unmasked Estep 
Score: -23542938.000000 Penalty: 6132.611328
	Iteration 20F: 3 clusters Score -2.354294e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 163943 members 
Entering Unmasked Estep 
Score: -23543912.000000 Penalty: 6132.611328
	Iteration 21Q: 3 clusters Score -2.354391e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66360 members 
Mstep: Class 2 contains 167888 members 
Entering Unmasked Estep 
Score: -23545056.000000 Penalty: 6132.611328
	Iteration 22Q: 3 clusters Score -2.354506e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 171931 members 
Entering Unmasked Estep 
Score: -23546414.000000 Penalty: 6132.611328
	Iteration 23Q: 3 clusters Score -2.354641e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 176260 members 
Entering Unmasked Estep 
Score: -23547938.000000 Penalty: 6132.611328
	Iteration 24Q: 3 clusters Score -2.354794e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 180591 members 
Entering Unmasked Estep 
Score: -23549500.000000 Penalty: 6132.611328
	Iteration 25Q: 3 clusters Score -2.35495e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 185054 members 
Entering Unmasked Estep 
Score: -23550878.000000 Penalty: 6132.611328
	Iteration 26Q: 3 clusters Score -2.355088e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 189493 members 
Entering Unmasked Estep 
Score: -23552310.000000 Penalty: 6132.611328
	Iteration 27Q: 3 clusters Score -2.355231e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 193758 members 
Entering Unmasked Estep 
Score: -23553882.000000 Penalty: 6132.611328
	Iteration 28Q: 3 clusters Score -2.355388e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 198070 members 
Entering Unmasked Estep 
Score: -23555528.000000 Penalty: 6132.611328
	Iteration 29Q: 3 clusters Score -2.355553e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 202179 members 
Entering Unmasked Estep 
Score: -23557280.000000 Penalty: 6132.611328
	Iteration 30Q: 3 clusters Score -2.355728e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 206169 members 
Entering Unmasked Estep 
Score: -23558882.000000 Penalty: 6132.611328
	Iteration 31Q: 3 clusters Score -2.355888e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 209987 members 
Entering Unmasked Estep 
Score: -23560406.000000 Penalty: 6132.611328
	Iteration 32Q: 3 clusters Score -2.356041e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 213586 members 
Entering Unmasked Estep 
Score: -23562184.000000 Penalty: 6132.611328
	Iteration 33Q: 3 clusters Score -2.356218e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 216954 members 
Entering Unmasked Estep 
Score: -23563934.000000 Penalty: 6132.611328
	Iteration 34Q: 3 clusters Score -2.356393e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 219916 members 
Entering Unmasked Estep 
Score: -23565658.000000 Penalty: 6132.611328
	Iteration 35Q: 3 clusters Score -2.356566e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 222592 members 
Entering Unmasked Estep 
Score: -23567104.000000 Penalty: 6132.611328
	Iteration 36Q: 3 clusters Score -2.35671e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 224964 members 
Entering Unmasked Estep 
Score: -23568604.000000 Penalty: 6132.611328
	Iteration 37Q: 3 clusters Score -2.35686e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 226999 members 
Entering Unmasked Estep 
Score: -23569718.000000 Penalty: 6132.611328
	Iteration 38Q: 3 clusters Score -2.356972e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 228704 members 
Entering Unmasked Estep 
Score: -23570728.000000 Penalty: 6132.611328
	Iteration 39Q: 3 clusters Score -2.357073e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 230042 members 
Entering Unmasked Estep 
Score: -23571468.000000 Penalty: 6132.611328
	Iteration 40F: 3 clusters Score -2.357147e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 231043 members 
Entering Unmasked Estep 
Score: -23572056.000000 Penalty: 6132.611328
	Iteration 41Q: 3 clusters Score -2.357206e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 231814 members 
Entering Unmasked Estep 
Score: -23572482.000000 Penalty: 6132.611328
	Iteration 42Q: 3 clusters Score -2.357248e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 232402 members 
Entering Unmasked Estep 
Score: -23572884.000000 Penalty: 6132.611328
	Iteration 43Q: 3 clusters Score -2.357288e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 232795 members 
Entering Unmasked Estep 
Score: -23573180.000000 Penalty: 6132.611328
	Iteration 44Q: 3 clusters Score -2.357318e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 233057 members 
Entering Unmasked Estep 
Score: -23573412.000000 Penalty: 6132.611328
	Iteration 45Q: 3 clusters Score -2.357341e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 233246 members 
Entering Unmasked Estep 
Score: -23573534.000000 Penalty: 6132.611328
	Iteration 46Q: 3 clusters Score -2.357353e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 233369 members 
Entering Unmasked Estep 
Score: -23573662.000000 Penalty: 6132.611328
	Iteration 47Q: 3 clusters Score -2.357366e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 233438 members 
Entering Unmasked Estep 
Score: -23573712.000000 Penalty: 6132.611328
	Iteration 48Q: 3 clusters Score -2.357371e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 233492 members 
Entering Unmasked Estep 
Score: -23573742.000000 Penalty: 6132.611328
	Iteration 49Q: 3 clusters Score -2.357374e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 233536 members 
Entering Unmasked Estep 
Score: -23573780.000000 Penalty: 6132.611328
	Iteration 50Q: 3 clusters Score -2.357378e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 233567 members 
Entering Unmasked Estep 
Score: -23573824.000000 Penalty: 6132.611328
	Iteration 51Q: 3 clusters Score -2.357382e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 233594 members 
Entering Unmasked Estep 
Score: -23573842.000000 Penalty: 6132.611328
	Iteration 52Q: 3 clusters Score -2.357384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 233613 members 
Entering Unmasked Estep 
Score: -23573866.000000 Penalty: 6132.611328
	Iteration 53Q: 3 clusters Score -2.357387e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 233627 members 
Entering Unmasked Estep 
Score: -23573872.000000 Penalty: 6132.611328
	Iteration 54Q: 3 clusters Score -2.357387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 233633 members 
Entering Unmasked Estep 
Score: -23573882.000000 Penalty: 6132.611328
	Iteration 55Q: 3 clusters Score -2.357388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 233638 members 
Entering Unmasked Estep 
Score: -23573874.000000 Penalty: 6132.611328
	Iteration 56Q: 3 clusters Score -2.357387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 233644 members 
Entering Unmasked Estep 
Score: -23573878.000000 Penalty: 6132.611328
	Iteration 57Q: 3 clusters Score -2.357388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 233650 members 
Entering Unmasked Estep 
Score: -23573878.000000 Penalty: 6132.611328
	Iteration 58Q: 3 clusters Score -2.357388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 233653 members 
Entering Unmasked Estep 
Score: -23573872.000000 Penalty: 6132.611328
	Iteration 59Q: 3 clusters Score -2.357387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 233654 members 
Entering Unmasked Estep 
Score: -23573870.000000 Penalty: 6132.611328
	Iteration 60F: 3 clusters Score -2.357387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 233655 members 
Entering Unmasked Estep 
Score: -23573870.000000 Penalty: 6132.611328
	Iteration 61Q: 3 clusters Score -2.357387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 233655 members 
Entering Unmasked Estep 
Score: -23573884.000000 Penalty: 6132.611328
	Iteration 62Q: 3 clusters Score -2.357388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 233655 members 
Entering Unmasked Estep 
Score: -23573884.000000 Penalty: 6132.611328
	Iteration 63F: 3 clusters Score -2.357388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Entering Unmasked Estep 
Score: -1622959.250000 Penalty: 2411.626709
	Iteration 0F: 2 clusters Score -1622959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1611004.375000 Penalty: 4823.253418
	Iteration 0F: 3 clusters Score -1611004 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1614995.500000 Penalty: 4823.253418
	Iteration 1F: 3 clusters Score -1614996 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1615574.375000 Penalty: 4823.253418
	Iteration 2F: 3 clusters Score -1615574 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1616203.875000 Penalty: 4823.253418
	Iteration 3F: 3 clusters Score -1616204 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1617051.625000 Penalty: 4823.253418
	Iteration 4F: 3 clusters Score -1617052 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1617951.125000 Penalty: 4823.253418
	Iteration 5F: 3 clusters Score -1617951 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1618729.125000 Penalty: 4823.253418
	Iteration 6F: 3 clusters Score -1618729 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1619289.500000 Penalty: 4823.253418
	Iteration 7F: 3 clusters Score -1619290 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1619605.875000 Penalty: 4823.253418
	Iteration 8Q: 3 clusters Score -1619606 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1619772.500000 Penalty: 4823.253418
	Iteration 9Q: 3 clusters Score -1619772 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1619888.375000 Penalty: 4823.253418
	Iteration 10Q: 3 clusters Score -1619888 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1619968.750000 Penalty: 4823.253418
	Iteration 11Q: 3 clusters Score -1619969 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1620045.250000 Penalty: 4823.253418
	Iteration 12Q: 3 clusters Score -1620045 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1620086.625000 Penalty: 4823.253418
	Iteration 13Q: 3 clusters Score -1620087 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1620131.250000 Penalty: 4823.253418
	Iteration 14Q: 3 clusters Score -1620131 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1620171.375000 Penalty: 4823.253418
	Iteration 15Q: 3 clusters Score -1620171 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1620221.375000 Penalty: 4823.253418
	Iteration 16Q: 3 clusters Score -1620221 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1620256.375000 Penalty: 4823.253418
	Iteration 17Q: 3 clusters Score -1620256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1620291.500000 Penalty: 4823.253418
	Iteration 18Q: 3 clusters Score -1620292 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1620332.375000 Penalty: 4823.253418
	Iteration 19Q: 3 clusters Score -1620332 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1620372.500000 Penalty: 4823.253418
	Iteration 20F: 3 clusters Score -1620372 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1620405.000000 Penalty: 4823.253418
	Iteration 21Q: 3 clusters Score -1620405 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1620435.375000 Penalty: 4823.253418
	Iteration 22Q: 3 clusters Score -1620435 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1620476.250000 Penalty: 4823.253418
	Iteration 23Q: 3 clusters Score -1620476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1620529.125000 Penalty: 4823.253418
	Iteration 24Q: 3 clusters Score -1620529 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1620574.500000 Penalty: 4823.253418
	Iteration 25Q: 3 clusters Score -1620574 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1620616.000000 Penalty: 4823.253418
	Iteration 26Q: 3 clusters Score -1620616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1620647.500000 Penalty: 4823.253418
	Iteration 27Q: 3 clusters Score -1620648 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1620672.625000 Penalty: 4823.253418
	Iteration 28Q: 3 clusters Score -1620673 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1620700.875000 Penalty: 4823.253418
	Iteration 29Q: 3 clusters Score -1620701 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1620731.625000 Penalty: 4823.253418
	Iteration 30Q: 3 clusters Score -1620732 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1620751.750000 Penalty: 4823.253418
	Iteration 31Q: 3 clusters Score -1620752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1620776.750000 Penalty: 4823.253418
	Iteration 32Q: 3 clusters Score -1620777 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1620792.375000 Penalty: 4823.253418
	Iteration 33Q: 3 clusters Score -1620792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1620811.875000 Penalty: 4823.253418
	Iteration 34Q: 3 clusters Score -1620812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1620831.625000 Penalty: 4823.253418
	Iteration 35Q: 3 clusters Score -1620832 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1620853.125000 Penalty: 4823.253418
	Iteration 36Q: 3 clusters Score -1620853 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1620861.625000 Penalty: 4823.253418
	Iteration 37Q: 3 clusters Score -1620862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1620874.500000 Penalty: 4823.253418
	Iteration 38Q: 3 clusters Score -1620874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1620883.000000 Penalty: 4823.253418
	Iteration 39Q: 3 clusters Score -1620883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1620894.125000 Penalty: 4823.253418
	Iteration 40F: 3 clusters Score -1620894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1620895.750000 Penalty: 4823.253418
	Iteration 41Q: 3 clusters Score -1620896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1620904.875000 Penalty: 4823.253418
	Iteration 42Q: 3 clusters Score -1620905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1620918.500000 Penalty: 4823.253418
	Iteration 43Q: 3 clusters Score -1620918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1620924.250000 Penalty: 4823.253418
	Iteration 44Q: 3 clusters Score -1620924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1620933.125000 Penalty: 4823.253418
	Iteration 45Q: 3 clusters Score -1620933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1620937.500000 Penalty: 4823.253418
	Iteration 46Q: 3 clusters Score -1620938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1620942.750000 Penalty: 4823.253418
	Iteration 47Q: 3 clusters Score -1620943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1620952.750000 Penalty: 4823.253418
	Iteration 48Q: 3 clusters Score -1620953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1620956.875000 Penalty: 4823.253418
	Iteration 49Q: 3 clusters Score -1620957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1620959.125000 Penalty: 4823.253418
	Iteration 50Q: 3 clusters Score -1620959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1620961.500000 Penalty: 4823.253418
	Iteration 51Q: 3 clusters Score -1620962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1620966.625000 Penalty: 4823.253418
	Iteration 52Q: 3 clusters Score -1620967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1620965.250000 Penalty: 4823.253418
	Iteration 53Q: 3 clusters Score -1620965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1620966.625000 Penalty: 4823.253418
	Iteration 54Q: 3 clusters Score -1620967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1620969.125000 Penalty: 4823.253418
	Iteration 55Q: 3 clusters Score -1620969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1620970.125000 Penalty: 4823.253418
	Iteration 56Q: 3 clusters Score -1620970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1620968.875000 Penalty: 4823.253418
	Iteration 57Q: 3 clusters Score -1620969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1620973.625000 Penalty: 4823.253418
	Iteration 58Q: 3 clusters Score -1620974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1620971.625000 Penalty: 4823.253418
	Iteration 59Q: 3 clusters Score -1620972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1620975.875000 Penalty: 4823.253418
	Iteration 60F: 3 clusters Score -1620976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1620976.125000 Penalty: 4823.253418
	Iteration 61Q: 3 clusters Score -1620976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1620975.875000 Penalty: 4823.253418
	Iteration 62Q: 3 clusters Score -1620976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1620978.000000 Penalty: 4823.253418
	Iteration 63Q: 3 clusters Score -1620978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1620977.375000 Penalty: 4823.253418
	Iteration 64Q: 3 clusters Score -1620977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1620977.625000 Penalty: 4823.253418
	Iteration 65Q: 3 clusters Score -1620978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1620977.625000 Penalty: 4823.253418
	Iteration 66F: 3 clusters Score -1620978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Entering Unmasked Estep 
Score: -3111530.250000 Penalty: 2571.919678
	Iteration 0F: 2 clusters Score -3111530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3089703.500000 Penalty: 5143.839355
	Iteration 0F: 3 clusters Score -3089704 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3097726.750000 Penalty: 5143.839355
	Iteration 1F: 3 clusters Score -3097727 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3098285.250000 Penalty: 5143.839355
	Iteration 2Q: 3 clusters Score -3098285 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3098889.750000 Penalty: 5143.839355
	Iteration 3Q: 3 clusters Score -3098890 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3099548.500000 Penalty: 5143.839355
	Iteration 4Q: 3 clusters Score -3099548 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3100297.500000 Penalty: 5143.839355
	Iteration 5Q: 3 clusters Score -3100298 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3101104.500000 Penalty: 5143.839355
	Iteration 6F: 3 clusters Score -3101104 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3101940.750000 Penalty: 5143.839355
	Iteration 7F: 3 clusters Score -3101941 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3102844.750000 Penalty: 5143.839355
	Iteration 8Q: 3 clusters Score -3102845 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -3103795.000000 Penalty: 5143.839355
	Iteration 9Q: 3 clusters Score -3103795 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3104742.750000 Penalty: 5143.839355
	Iteration 10Q: 3 clusters Score -3104743 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3105631.500000 Penalty: 5143.839355
	Iteration 11Q: 3 clusters Score -3105632 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -3106335.000000 Penalty: 5143.839355
	Iteration 12Q: 3 clusters Score -3106335 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3106957.250000 Penalty: 5143.839355
	Iteration 13Q: 3 clusters Score -3106957 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3107535.750000 Penalty: 5143.839355
	Iteration 14Q: 3 clusters Score -3107536 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3107994.500000 Penalty: 5143.839355
	Iteration 15Q: 3 clusters Score -3107994 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -3108335.750000 Penalty: 5143.839355
	Iteration 16Q: 3 clusters Score -3108336 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3108587.250000 Penalty: 5143.839355
	Iteration 17Q: 3 clusters Score -3108587 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3108787.750000 Penalty: 5143.839355
	Iteration 18Q: 3 clusters Score -3108788 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3108923.250000 Penalty: 5143.839355
	Iteration 19Q: 3 clusters Score -3108923 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3109048.750000 Penalty: 5143.839355
	Iteration 20F: 3 clusters Score -3109049 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3109155.500000 Penalty: 5143.839355
	Iteration 21Q: 3 clusters Score -3109156 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3109253.250000 Penalty: 5143.839355
	Iteration 22Q: 3 clusters Score -3109253 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3109318.250000 Penalty: 5143.839355
	Iteration 23Q: 3 clusters Score -3109318 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3109364.000000 Penalty: 5143.839355
	Iteration 24Q: 3 clusters Score -3109364 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3109419.750000 Penalty: 5143.839355
	Iteration 25Q: 3 clusters Score -3109420 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3109476.750000 Penalty: 5143.839355
	Iteration 26Q: 3 clusters Score -3109477 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3109531.000000 Penalty: 5143.839355
	Iteration 27Q: 3 clusters Score -3109531 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3109602.750000 Penalty: 5143.839355
	Iteration 28Q: 3 clusters Score -3109603 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3109669.000000 Penalty: 5143.839355
	Iteration 29Q: 3 clusters Score -3109669 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3109711.500000 Penalty: 5143.839355
	Iteration 30Q: 3 clusters Score -3109712 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3109754.500000 Penalty: 5143.839355
	Iteration 31Q: 3 clusters Score -3109754 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3109788.250000 Penalty: 5143.839355
	Iteration 32Q: 3 clusters Score -3109788 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3109820.000000 Penalty: 5143.839355
	Iteration 33Q: 3 clusters Score -3109820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3109842.750000 Penalty: 5143.839355
	Iteration 34Q: 3 clusters Score -3109843 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3109864.750000 Penalty: 5143.839355
	Iteration 35Q: 3 clusters Score -3109865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3109879.500000 Penalty: 5143.839355
	Iteration 36Q: 3 clusters Score -3109880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3109898.000000 Penalty: 5143.839355
	Iteration 37Q: 3 clusters Score -3109898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3109923.500000 Penalty: 5143.839355
	Iteration 38Q: 3 clusters Score -3109924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3109946.500000 Penalty: 5143.839355
	Iteration 39Q: 3 clusters Score -3109946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3109957.750000 Penalty: 5143.839355
	Iteration 40F: 3 clusters Score -3109958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3109962.750000 Penalty: 5143.839355
	Iteration 41Q: 3 clusters Score -3109963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3109975.250000 Penalty: 5143.839355
	Iteration 42Q: 3 clusters Score -3109975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3109995.750000 Penalty: 5143.839355
	Iteration 43Q: 3 clusters Score -3109996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3110018.000000 Penalty: 5143.839355
	Iteration 44Q: 3 clusters Score -3110018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3110045.250000 Penalty: 5143.839355
	Iteration 45Q: 3 clusters Score -3110045 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3110083.250000 Penalty: 5143.839355
	Iteration 46Q: 3 clusters Score -3110083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3110112.250000 Penalty: 5143.839355
	Iteration 47Q: 3 clusters Score -3110112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3110124.250000 Penalty: 5143.839355
	Iteration 48Q: 3 clusters Score -3110124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3110153.000000 Penalty: 5143.839355
	Iteration 49Q: 3 clusters Score -3110153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3110171.750000 Penalty: 5143.839355
	Iteration 50Q: 3 clusters Score -3110172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3110198.500000 Penalty: 5143.839355
	Iteration 51Q: 3 clusters Score -3110198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3110211.250000 Penalty: 5143.839355
	Iteration 52Q: 3 clusters Score -3110211 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3110238.250000 Penalty: 5143.839355
	Iteration 53Q: 3 clusters Score -3110238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3110257.500000 Penalty: 5143.839355
	Iteration 54Q: 3 clusters Score -3110258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3110273.250000 Penalty: 5143.839355
	Iteration 55Q: 3 clusters Score -3110273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3110284.500000 Penalty: 5143.839355
	Iteration 56Q: 3 clusters Score -3110284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3110288.000000 Penalty: 5143.839355
	Iteration 57Q: 3 clusters Score -3110288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3110295.250000 Penalty: 5143.839355
	Iteration 58Q: 3 clusters Score -3110295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3110300.500000 Penalty: 5143.839355
	Iteration 59Q: 3 clusters Score -3110300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3110296.500000 Penalty: 5143.839355
	Iteration 60F: 3 clusters Score -3110296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3110299.250000 Penalty: 5143.839355
	Iteration 61Q: 3 clusters Score -3110299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3110303.000000 Penalty: 5143.839355
	Iteration 62Q: 3 clusters Score -3110303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3110301.750000 Penalty: 5143.839355
	Iteration 63Q: 3 clusters Score -3110302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3110305.000000 Penalty: 5143.839355
	Iteration 64Q: 3 clusters Score -3110305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3110305.000000 Penalty: 5143.839355
	Iteration 65F: 3 clusters Score -3110305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Entering Unmasked Estep 
Score: -2247634.000000 Penalty: 2488.200684
	Iteration 0F: 2 clusters Score -2247634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2231759.000000 Penalty: 4976.401367
	Iteration 0F: 3 clusters Score -2231759 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2237252.250000 Penalty: 4976.401367
	Iteration 1F: 3 clusters Score -2237252 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2237669.250000 Penalty: 4976.401367
	Iteration 2F: 3 clusters Score -2237669 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2238063.250000 Penalty: 4976.401367
	Iteration 3Q: 3 clusters Score -2238063 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2238470.750000 Penalty: 4976.401367
	Iteration 4Q: 3 clusters Score -2238471 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2238968.000000 Penalty: 4976.401367
	Iteration 5Q: 3 clusters Score -2238968 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2239598.250000 Penalty: 4976.401367
	Iteration 6Q: 3 clusters Score -2239598 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2240449.500000 Penalty: 4976.401367
	Iteration 7F: 3 clusters Score -2240450 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2241675.750000 Penalty: 4976.401367
	Iteration 8F: 3 clusters Score -2241676 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2243169.750000 Penalty: 4976.401367
	Iteration 9F: 3 clusters Score -2243170 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2244502.500000 Penalty: 4976.401367
	Iteration 10F: 3 clusters Score -2244502 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2245447.500000 Penalty: 4976.401367
	Iteration 11F: 3 clusters Score -2245448 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2245995.000000 Penalty: 4976.401367
	Iteration 12Q: 3 clusters Score -2245995 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2246316.250000 Penalty: 4976.401367
	Iteration 13Q: 3 clusters Score -2246316 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2246466.500000 Penalty: 4976.401367
	Iteration 14Q: 3 clusters Score -2246466 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2246560.500000 Penalty: 4976.401367
	Iteration 15Q: 3 clusters Score -2246560 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2246598.750000 Penalty: 4976.401367
	Iteration 16Q: 3 clusters Score -2246599 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2246615.000000 Penalty: 4976.401367
	Iteration 17Q: 3 clusters Score -2246615 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2246633.000000 Penalty: 4976.401367
	Iteration 18Q: 3 clusters Score -2246633 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2246635.750000 Penalty: 4976.401367
	Iteration 19Q: 3 clusters Score -2246636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2246639.750000 Penalty: 4976.401367
	Iteration 20F: 3 clusters Score -2246640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2246643.500000 Penalty: 4976.401367
	Iteration 21Q: 3 clusters Score -2246644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2246642.000000 Penalty: 4976.401367
	Iteration 22Q: 3 clusters Score -2246642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2246645.250000 Penalty: 4976.401367
	Iteration 23Q: 3 clusters Score -2246645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2246643.750000 Penalty: 4976.401367
	Iteration 24Q: 3 clusters Score -2246644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2246649.750000 Penalty: 4976.401367
	Iteration 25Q: 3 clusters Score -2246650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2246643.000000 Penalty: 4976.401367
	Iteration 26Q: 3 clusters Score -2246643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2246649.500000 Penalty: 4976.401367
	Iteration 27Q: 3 clusters Score -2246650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2246653.750000 Penalty: 4976.401367
	Iteration 28Q: 3 clusters Score -2246654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2246657.500000 Penalty: 4976.401367
	Iteration 29Q: 3 clusters Score -2246658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2246665.500000 Penalty: 4976.401367
	Iteration 30Q: 3 clusters Score -2246666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2246660.750000 Penalty: 4976.401367
	Iteration 31Q: 3 clusters Score -2246661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2246663.000000 Penalty: 4976.401367
	Iteration 32Q: 3 clusters Score -2246663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2246666.000000 Penalty: 4976.401367
	Iteration 33Q: 3 clusters Score -2246666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2246662.000000 Penalty: 4976.401367
	Iteration 34Q: 3 clusters Score -2246662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2246659.250000 Penalty: 4976.401367
	Iteration 35Q: 3 clusters Score -2246659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2246664.000000 Penalty: 4976.401367
	Iteration 36Q: 3 clusters Score -2246664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2246663.750000 Penalty: 4976.401367
	Iteration 37Q: 3 clusters Score -2246664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2246663.500000 Penalty: 4976.401367
	Iteration 38Q: 3 clusters Score -2246664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2246662.750000 Penalty: 4976.401367
	Iteration 39Q: 3 clusters Score -2246663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2246657.000000 Penalty: 4976.401367
	Iteration 40F: 3 clusters Score -2246657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2246664.250000 Penalty: 4976.401367
	Iteration 41Q: 3 clusters Score -2246664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2246662.750000 Penalty: 4976.401367
	Iteration 42Q: 3 clusters Score -2246663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2246662.750000 Penalty: 4976.401367
	Iteration 43Q: 3 clusters Score -2246663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2246661.250000 Penalty: 4976.401367
	Iteration 44Q: 3 clusters Score -2246661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2246659.750000 Penalty: 4976.401367
	Iteration 45Q: 3 clusters Score -2246660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2246661.750000 Penalty: 4976.401367
	Iteration 46Q: 3 clusters Score -2246662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2246663.750000 Penalty: 4976.401367
	Iteration 47Q: 3 clusters Score -2246664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2246660.750000 Penalty: 4976.401367
	Iteration 48Q: 3 clusters Score -2246661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2246660.750000 Penalty: 4976.401367
	Iteration 49F: 3 clusters Score -2246661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Entering Unmasked Estep 
Score: -782846.437500 Penalty: 2224.225342
	Iteration 0F: 2 clusters Score -782846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -776517.812500 Penalty: 4448.450684
	Iteration 0F: 3 clusters Score -776517.8 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -778144.687500 Penalty: 4448.450684
	Iteration 1F: 3 clusters Score -778144.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -778395.250000 Penalty: 4448.450684
	Iteration 2F: 3 clusters Score -778395.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -778612.875000 Penalty: 4448.450684
	Iteration 3F: 3 clusters Score -778612.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -778873.437500 Penalty: 4448.450684
	Iteration 4F: 3 clusters Score -778873.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -779154.625000 Penalty: 4448.450684
	Iteration 5F: 3 clusters Score -779154.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -779487.062500 Penalty: 4448.450684
	Iteration 6F: 3 clusters Score -779487.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -779873.750000 Penalty: 4448.450684
	Iteration 7F: 3 clusters Score -779873.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -780236.125000 Penalty: 4448.450684
	Iteration 8F: 3 clusters Score -780236.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -780502.062500 Penalty: 4448.450684
	Iteration 9Q: 3 clusters Score -780502.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -780676.250000 Penalty: 4448.450684
	Iteration 10Q: 3 clusters Score -780676.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -780821.625000 Penalty: 4448.450684
	Iteration 11Q: 3 clusters Score -780821.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -780922.062500 Penalty: 4448.450684
	Iteration 12Q: 3 clusters Score -780922.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -780991.125000 Penalty: 4448.450684
	Iteration 13Q: 3 clusters Score -780991.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -781044.312500 Penalty: 4448.450684
	Iteration 14Q: 3 clusters Score -781044.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -781072.625000 Penalty: 4448.450684
	Iteration 15Q: 3 clusters Score -781072.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -781091.000000 Penalty: 4448.450684
	Iteration 16Q: 3 clusters Score -781091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -781106.375000 Penalty: 4448.450684
	Iteration 17Q: 3 clusters Score -781106.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -781127.562500 Penalty: 4448.450684
	Iteration 18Q: 3 clusters Score -781127.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -781136.125000 Penalty: 4448.450684
	Iteration 19Q: 3 clusters Score -781136.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -781142.875000 Penalty: 4448.450684
	Iteration 20F: 3 clusters Score -781142.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -781143.875000 Penalty: 4448.450684
	Iteration 21Q: 3 clusters Score -781143.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -781145.375000 Penalty: 4448.450684
	Iteration 22Q: 3 clusters Score -781145.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -781147.687500 Penalty: 4448.450684
	Iteration 23Q: 3 clusters Score -781147.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -781147.437500 Penalty: 4448.450684
	Iteration 24Q: 3 clusters Score -781147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -781149.000000 Penalty: 4448.450684
	Iteration 25Q: 3 clusters Score -781149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -781150.687500 Penalty: 4448.450684
	Iteration 26Q: 3 clusters Score -781150.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -781150.812500 Penalty: 4448.450684
	Iteration 27Q: 3 clusters Score -781150.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -781150.812500 Penalty: 4448.450684
	Iteration 28F: 3 clusters Score -781150.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Entering Unmasked Estep 
Score: -427587.062500 Penalty: 2114.927979
	Iteration 0F: 2 clusters Score -427587.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -423076.843750 Penalty: 4229.855957
	Iteration 0F: 3 clusters Score -423076.8 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -424393.218750 Penalty: 4229.855957
	Iteration 1F: 3 clusters Score -424393.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -424879.375000 Penalty: 4229.855957
	Iteration 2F: 3 clusters Score -424879.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -425333.125000 Penalty: 4229.855957
	Iteration 3F: 3 clusters Score -425333.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -425771.531250 Penalty: 4229.855957
	Iteration 4F: 3 clusters Score -425771.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -426138.906250 Penalty: 4229.855957
	Iteration 5F: 3 clusters Score -426138.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -426459.781250 Penalty: 4229.855957
	Iteration 6F: 3 clusters Score -426459.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -426706.593750 Penalty: 4229.855957
	Iteration 7Q: 3 clusters Score -426706.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -426833.968750 Penalty: 4229.855957
	Iteration 8Q: 3 clusters Score -426834 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -426899.906250 Penalty: 4229.855957
	Iteration 9Q: 3 clusters Score -426899.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -426932.593750 Penalty: 4229.855957
	Iteration 10Q: 3 clusters Score -426932.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -426955.062500 Penalty: 4229.855957
	Iteration 11Q: 3 clusters Score -426955.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -426971.437500 Penalty: 4229.855957
	Iteration 12Q: 3 clusters Score -426971.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -426980.937500 Penalty: 4229.855957
	Iteration 13Q: 3 clusters Score -426980.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -426987.500000 Penalty: 4229.855957
	Iteration 14Q: 3 clusters Score -426987.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -426994.656250 Penalty: 4229.855957
	Iteration 15Q: 3 clusters Score -426994.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -426999.187500 Penalty: 4229.855957
	Iteration 16Q: 3 clusters Score -426999.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -427001.125000 Penalty: 4229.855957
	Iteration 17Q: 3 clusters Score -427001.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -427002.375000 Penalty: 4229.855957
	Iteration 18Q: 3 clusters Score -427002.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -427002.968750 Penalty: 4229.855957
	Iteration 19Q: 3 clusters Score -427003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -427004.375000 Penalty: 4229.855957
	Iteration 20F: 3 clusters Score -427004.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -427004.406250 Penalty: 4229.855957
	Iteration 21Q: 3 clusters Score -427004.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -427004.031250 Penalty: 4229.855957
	Iteration 22Q: 3 clusters Score -427004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -427004.781250 Penalty: 4229.855957
	Iteration 23Q: 3 clusters Score -427004.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -427005.812500 Penalty: 4229.855957
	Iteration 24Q: 3 clusters Score -427005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -427004.937500 Penalty: 4229.855957
	Iteration 25Q: 3 clusters Score -427004.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -427004.937500 Penalty: 4229.855957
	Iteration 26F: 3 clusters Score -427004.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Entering Unmasked Estep 
Score: -693629.125000 Penalty: 2200.481201
	Iteration 0F: 2 clusters Score -693629.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -687790.062500 Penalty: 4400.962402
	Iteration 0F: 3 clusters Score -687790.1 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -689462.875000 Penalty: 4400.962402
	Iteration 1F: 3 clusters Score -689462.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -689805.187500 Penalty: 4400.962402
	Iteration 2F: 3 clusters Score -689805.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -690066.812500 Penalty: 4400.962402
	Iteration 3F: 3 clusters Score -690066.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -690239.875000 Penalty: 4400.962402
	Iteration 4Q: 3 clusters Score -690239.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -690387.125000 Penalty: 4400.962402
	Iteration 5Q: 3 clusters Score -690387.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -690528.937500 Penalty: 4400.962402
	Iteration 6Q: 3 clusters Score -690528.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -690650.437500 Penalty: 4400.962402
	Iteration 7Q: 3 clusters Score -690650.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -690761.000000 Penalty: 4400.962402
	Iteration 8Q: 3 clusters Score -690761 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -690865.687500 Penalty: 4400.962402
	Iteration 9Q: 3 clusters Score -690865.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -690949.437500 Penalty: 4400.962402
	Iteration 10Q: 3 clusters Score -690949.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -691035.187500 Penalty: 4400.962402
	Iteration 11Q: 3 clusters Score -691035.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -691115.187500 Penalty: 4400.962402
	Iteration 12Q: 3 clusters Score -691115.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -691179.000000 Penalty: 4400.962402
	Iteration 13Q: 3 clusters Score -691179 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -691221.875000 Penalty: 4400.962402
	Iteration 14Q: 3 clusters Score -691221.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -691252.562500 Penalty: 4400.962402
	Iteration 15Q: 3 clusters Score -691252.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -691278.125000 Penalty: 4400.962402
	Iteration 16Q: 3 clusters Score -691278.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -691301.312500 Penalty: 4400.962402
	Iteration 17Q: 3 clusters Score -691301.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -691330.125000 Penalty: 4400.962402
	Iteration 18Q: 3 clusters Score -691330.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -691345.937500 Penalty: 4400.962402
	Iteration 19Q: 3 clusters Score -691345.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -691369.312500 Penalty: 4400.962402
	Iteration 20F: 3 clusters Score -691369.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -691390.500000 Penalty: 4400.962402
	Iteration 21Q: 3 clusters Score -691390.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -691412.437500 Penalty: 4400.962402
	Iteration 22Q: 3 clusters Score -691412.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -691426.125000 Penalty: 4400.962402
	Iteration 23Q: 3 clusters Score -691426.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -691440.375000 Penalty: 4400.962402
	Iteration 24Q: 3 clusters Score -691440.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -691454.125000 Penalty: 4400.962402
	Iteration 25Q: 3 clusters Score -691454.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -691465.375000 Penalty: 4400.962402
	Iteration 26Q: 3 clusters Score -691465.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -691475.562500 Penalty: 4400.962402
	Iteration 27Q: 3 clusters Score -691475.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -691487.437500 Penalty: 4400.962402
	Iteration 28Q: 3 clusters Score -691487.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -691502.375000 Penalty: 4400.962402
	Iteration 29Q: 3 clusters Score -691502.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -691515.875000 Penalty: 4400.962402
	Iteration 30Q: 3 clusters Score -691515.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -691523.937500 Penalty: 4400.962402
	Iteration 31Q: 3 clusters Score -691523.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -691535.750000 Penalty: 4400.962402
	Iteration 32Q: 3 clusters Score -691535.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -691547.375000 Penalty: 4400.962402
	Iteration 33Q: 3 clusters Score -691547.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -691559.500000 Penalty: 4400.962402
	Iteration 34Q: 3 clusters Score -691559.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -691571.000000 Penalty: 4400.962402
	Iteration 35Q: 3 clusters Score -691571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -691580.625000 Penalty: 4400.962402
	Iteration 36Q: 3 clusters Score -691580.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -691592.875000 Penalty: 4400.962402
	Iteration 37Q: 3 clusters Score -691592.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -691604.812500 Penalty: 4400.962402
	Iteration 38Q: 3 clusters Score -691604.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -691617.875000 Penalty: 4400.962402
	Iteration 39Q: 3 clusters Score -691617.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -691634.750000 Penalty: 4400.962402
	Iteration 40F: 3 clusters Score -691634.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -691645.437500 Penalty: 4400.962402
	Iteration 41Q: 3 clusters Score -691645.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -691655.375000 Penalty: 4400.962402
	Iteration 42Q: 3 clusters Score -691655.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -691660.937500 Penalty: 4400.962402
	Iteration 43Q: 3 clusters Score -691660.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -691668.750000 Penalty: 4400.962402
	Iteration 44Q: 3 clusters Score -691668.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -691681.062500 Penalty: 4400.962402
	Iteration 45Q: 3 clusters Score -691681.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -691694.812500 Penalty: 4400.962402
	Iteration 46Q: 3 clusters Score -691694.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -691705.937500 Penalty: 4400.962402
	Iteration 47Q: 3 clusters Score -691705.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -691717.062500 Penalty: 4400.962402
	Iteration 48Q: 3 clusters Score -691717.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -691725.187500 Penalty: 4400.962402
	Iteration 49Q: 3 clusters Score -691725.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -691735.000000 Penalty: 4400.962402
	Iteration 50Q: 3 clusters Score -691735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -691741.625000 Penalty: 4400.962402
	Iteration 51Q: 3 clusters Score -691741.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -691750.625000 Penalty: 4400.962402
	Iteration 52Q: 3 clusters Score -691750.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -691763.375000 Penalty: 4400.962402
	Iteration 53Q: 3 clusters Score -691763.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -691772.687500 Penalty: 4400.962402
	Iteration 54Q: 3 clusters Score -691772.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -691781.812500 Penalty: 4400.962402
	Iteration 55Q: 3 clusters Score -691781.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -691790.062500 Penalty: 4400.962402
	Iteration 56Q: 3 clusters Score -691790.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -691798.375000 Penalty: 4400.962402
	Iteration 57Q: 3 clusters Score -691798.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -691805.375000 Penalty: 4400.962402
	Iteration 58Q: 3 clusters Score -691805.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -691813.375000 Penalty: 4400.962402
	Iteration 59Q: 3 clusters Score -691813.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -691819.875000 Penalty: 4400.962402
	Iteration 60F: 3 clusters Score -691819.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -691825.312500 Penalty: 4400.962402
	Iteration 61Q: 3 clusters Score -691825.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -691830.500000 Penalty: 4400.962402
	Iteration 62Q: 3 clusters Score -691830.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -691838.125000 Penalty: 4400.962402
	Iteration 63Q: 3 clusters Score -691838.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -691840.187500 Penalty: 4400.962402
	Iteration 64Q: 3 clusters Score -691840.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -691845.687500 Penalty: 4400.962402
	Iteration 65Q: 3 clusters Score -691845.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -691851.437500 Penalty: 4400.962402
	Iteration 66Q: 3 clusters Score -691851.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -691857.000000 Penalty: 4400.962402
	Iteration 67Q: 3 clusters Score -691857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -691861.375000 Penalty: 4400.962402
	Iteration 68Q: 3 clusters Score -691861.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -691866.125000 Penalty: 4400.962402
	Iteration 69Q: 3 clusters Score -691866.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -691868.187500 Penalty: 4400.962402
	Iteration 70Q: 3 clusters Score -691868.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -691871.250000 Penalty: 4400.962402
	Iteration 71Q: 3 clusters Score -691871.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -691874.812500 Penalty: 4400.962402
	Iteration 72Q: 3 clusters Score -691874.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -691881.375000 Penalty: 4400.962402
	Iteration 73Q: 3 clusters Score -691881.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -691885.687500 Penalty: 4400.962402
	Iteration 74Q: 3 clusters Score -691885.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -691888.062500 Penalty: 4400.962402
	Iteration 75Q: 3 clusters Score -691888.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -691890.625000 Penalty: 4400.962402
	Iteration 76Q: 3 clusters Score -691890.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -691894.312500 Penalty: 4400.962402
	Iteration 77Q: 3 clusters Score -691894.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -691898.187500 Penalty: 4400.962402
	Iteration 78Q: 3 clusters Score -691898.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -691904.687500 Penalty: 4400.962402
	Iteration 79Q: 3 clusters Score -691904.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -691909.500000 Penalty: 4400.962402
	Iteration 80F: 3 clusters Score -691909.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -691912.500000 Penalty: 4400.962402
	Iteration 81Q: 3 clusters Score -691912.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -691917.875000 Penalty: 4400.962402
	Iteration 82Q: 3 clusters Score -691917.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -691918.687500 Penalty: 4400.962402
	Iteration 83Q: 3 clusters Score -691918.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -691923.812500 Penalty: 4400.962402
	Iteration 84Q: 3 clusters Score -691923.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -691925.437500 Penalty: 4400.962402
	Iteration 85Q: 3 clusters Score -691925.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -691930.562500 Penalty: 4400.962402
	Iteration 86Q: 3 clusters Score -691930.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -691933.312500 Penalty: 4400.962402
	Iteration 87Q: 3 clusters Score -691933.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -691936.312500 Penalty: 4400.962402
	Iteration 88Q: 3 clusters Score -691936.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -691939.625000 Penalty: 4400.962402
	Iteration 89Q: 3 clusters Score -691939.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -691942.312500 Penalty: 4400.962402
	Iteration 90Q: 3 clusters Score -691942.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -691945.125000 Penalty: 4400.962402
	Iteration 91Q: 3 clusters Score -691945.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -691946.437500 Penalty: 4400.962402
	Iteration 92Q: 3 clusters Score -691946.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -691950.500000 Penalty: 4400.962402
	Iteration 93Q: 3 clusters Score -691950.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -691952.437500 Penalty: 4400.962402
	Iteration 94Q: 3 clusters Score -691952.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -691956.562500 Penalty: 4400.962402
	Iteration 95Q: 3 clusters Score -691956.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -691957.875000 Penalty: 4400.962402
	Iteration 96Q: 3 clusters Score -691957.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -691960.437500 Penalty: 4400.962402
	Iteration 97Q: 3 clusters Score -691960.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -691962.312500 Penalty: 4400.962402
	Iteration 98Q: 3 clusters Score -691962.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -691965.312500 Penalty: 4400.962402
	Iteration 99Q: 3 clusters Score -691965.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -691967.500000 Penalty: 4400.962402
	Iteration 100F: 3 clusters Score -691967.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -691971.875000 Penalty: 4400.962402
	Iteration 101Q: 3 clusters Score -691971.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -691974.625000 Penalty: 4400.962402
	Iteration 102Q: 3 clusters Score -691974.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -691978.875000 Penalty: 4400.962402
	Iteration 103Q: 3 clusters Score -691978.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -691984.812500 Penalty: 4400.962402
	Iteration 104Q: 3 clusters Score -691984.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -691993.500000 Penalty: 4400.962402
	Iteration 105Q: 3 clusters Score -691993.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -692001.187500 Penalty: 4400.962402
	Iteration 106Q: 3 clusters Score -692001.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -692009.625000 Penalty: 4400.962402
	Iteration 107Q: 3 clusters Score -692009.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -692016.562500 Penalty: 4400.962402
	Iteration 108Q: 3 clusters Score -692016.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -692021.812500 Penalty: 4400.962402
	Iteration 109Q: 3 clusters Score -692021.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -692032.625000 Penalty: 4400.962402
	Iteration 110Q: 3 clusters Score -692032.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -692038.312500 Penalty: 4400.962402
	Iteration 111Q: 3 clusters Score -692038.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -692042.875000 Penalty: 4400.962402
	Iteration 112Q: 3 clusters Score -692042.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -692045.437500 Penalty: 4400.962402
	Iteration 113Q: 3 clusters Score -692045.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -692051.000000 Penalty: 4400.962402
	Iteration 114Q: 3 clusters Score -692051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -692059.437500 Penalty: 4400.962402
	Iteration 115Q: 3 clusters Score -692059.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -692065.437500 Penalty: 4400.962402
	Iteration 116Q: 3 clusters Score -692065.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -692075.750000 Penalty: 4400.962402
	Iteration 117Q: 3 clusters Score -692075.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -692083.875000 Penalty: 4400.962402
	Iteration 118Q: 3 clusters Score -692083.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -692091.937500 Penalty: 4400.962402
	Iteration 119Q: 3 clusters Score -692091.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -692101.375000 Penalty: 4400.962402
	Iteration 120F: 3 clusters Score -692101.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -692106.875000 Penalty: 4400.962402
	Iteration 121Q: 3 clusters Score -692106.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -692114.875000 Penalty: 4400.962402
	Iteration 122Q: 3 clusters Score -692114.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -692118.375000 Penalty: 4400.962402
	Iteration 123Q: 3 clusters Score -692118.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -692126.687500 Penalty: 4400.962402
	Iteration 124Q: 3 clusters Score -692126.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -692130.687500 Penalty: 4400.962402
	Iteration 125Q: 3 clusters Score -692130.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -692135.750000 Penalty: 4400.962402
	Iteration 126Q: 3 clusters Score -692135.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -692145.562500 Penalty: 4400.962402
	Iteration 127Q: 3 clusters Score -692145.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -692151.812500 Penalty: 4400.962402
	Iteration 128Q: 3 clusters Score -692151.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -692159.812500 Penalty: 4400.962402
	Iteration 129Q: 3 clusters Score -692159.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -692169.062500 Penalty: 4400.962402
	Iteration 130Q: 3 clusters Score -692169.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -692173.312500 Penalty: 4400.962402
	Iteration 131Q: 3 clusters Score -692173.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -692183.812500 Penalty: 4400.962402
	Iteration 132Q: 3 clusters Score -692183.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -692187.062500 Penalty: 4400.962402
	Iteration 133Q: 3 clusters Score -692187.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -692190.687500 Penalty: 4400.962402
	Iteration 134Q: 3 clusters Score -692190.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -692196.250000 Penalty: 4400.962402
	Iteration 135Q: 3 clusters Score -692196.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -692196.937500 Penalty: 4400.962402
	Iteration 136Q: 3 clusters Score -692196.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -692200.375000 Penalty: 4400.962402
	Iteration 137Q: 3 clusters Score -692200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -692199.062500 Penalty: 4400.962402
	Iteration 138Q: 3 clusters Score -692199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -692199.562500 Penalty: 4400.962402
	Iteration 139Q: 3 clusters Score -692199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -692199.375000 Penalty: 4400.962402
	Iteration 140F: 3 clusters Score -692199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -692199.125000 Penalty: 4400.962402
	Iteration 141Q: 3 clusters Score -692199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -692199.000000 Penalty: 4400.962402
	Iteration 142Q: 3 clusters Score -692199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -692200.625000 Penalty: 4400.962402
	Iteration 143Q: 3 clusters Score -692200.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -692203.000000 Penalty: 4400.962402
	Iteration 144Q: 3 clusters Score -692203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -692202.875000 Penalty: 4400.962402
	Iteration 145Q: 3 clusters Score -692202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -692203.062500 Penalty: 4400.962402
	Iteration 146Q: 3 clusters Score -692203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -692205.125000 Penalty: 4400.962402
	Iteration 147Q: 3 clusters Score -692205.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -692204.937500 Penalty: 4400.962402
	Iteration 148Q: 3 clusters Score -692204.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -692204.375000 Penalty: 4400.962402
	Iteration 149Q: 3 clusters Score -692204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -692205.875000 Penalty: 4400.962402
	Iteration 150Q: 3 clusters Score -692205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -692206.937500 Penalty: 4400.962402
	Iteration 151Q: 3 clusters Score -692206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -692207.562500 Penalty: 4400.962402
	Iteration 152Q: 3 clusters Score -692207.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -692207.562500 Penalty: 4400.962402
	Iteration 153F: 3 clusters Score -692207.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187540 members 
Mstep: Class 2 contains 7393 members 
Mstep: Class 3 contains 296327 members 
Mstep: Class 4 contains 15755 members 
Mstep: Class 5 contains 15821 members 
Mstep: Class 6 contains 9177 members 
Mstep: Class 7 contains 68805 members 
Mstep: Class 8 contains 42791 members 
Mstep: Class 9 contains 1609 members 
Mstep: Class 10 contains 19025 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 93488 members 
Mstep: Class 13 contains 5134 members 
Mstep: Class 14 contains 17678 members 
Mstep: Class 15 contains 14250 members 
Mstep: Class 16 contains 98937 members 
Mstep: Class 17 contains 13777 members 
Mstep: Class 18 contains 44964 members 
Mstep: Class 19 contains 10927 members 
Mstep: Class 20 contains 37031 members 
Mstep: Class 21 contains 15413 members 
Mstep: Class 22 contains 151681 members 
Mstep: Class 23 contains 39383 members 
Mstep: Class 24 contains 234248 members 
Mstep: Class 25 contains 16719 members 
Mstep: Class 26 contains 31909 members 
Mstep: Class 27 contains 22767 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 7136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157143664.000000 Penalty: 117006.343750
Iteration 119Q: 34 clusters Score -1.571437e+08 nChanged 14211
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 188383 members 
Mstep: Class 2 contains 7400 members 
Mstep: Class 3 contains 296854 members 
Mstep: Class 4 contains 15843 members 
Mstep: Class 5 contains 15820 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 69248 members 
Mstep: Class 8 contains 42973 members 
Mstep: Class 9 contains 1601 members 
Mstep: Class 10 contains 19208 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 94251 members 
Mstep: Class 13 contains 5130 members 
Mstep: Class 14 contains 17803 members 
Mstep: Class 15 contains 14251 members 
Mstep: Class 16 contains 98913 members 
Mstep: Class 17 contains 13778 members 
Mstep: Class 18 contains 45313 members 
Mstep: Class 19 contains 10935 members 
Mstep: Class 20 contains 35277 members 
Mstep: Class 21 contains 15403 members 
Mstep: Class 22 contains 153810 members 
Mstep: Class 23 contains 39430 members 
Mstep: Class 24 contains 234937 members 
Mstep: Class 25 contains 16750 members 
Mstep: Class 26 contains 31912 members 
Mstep: Class 27 contains 22701 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 5162 members 
Mstep: Class 30 contains 7140 members 
Mstep: Class 31 contains 3180 members 
Mstep: Class 32 contains 5761 members 
Mstep: Class 33 contains 67817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148864.000000 Penalty: 117006.343750
Iteration 120F: 34 clusters Score -1.571489e+08 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 188424 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 3 contains 296915 members 
Mstep: Class 4 contains 15828 members 
Mstep: Class 5 contains 15816 members 
Mstep: Class 6 contains 9121 members 
Mstep: Class 7 contains 69270 members 
Mstep: Class 8 contains 42910 members 
Mstep: Class 9 contains 1588 members 
Mstep: Class 10 contains 19290 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 93893 members 
Mstep: Class 13 contains 5130 members 
Mstep: Class 14 contains 17830 members 
Mstep: Class 15 contains 14240 members 
Mstep: Class 16 contains 98862 members 
Mstep: Class 17 contains 13762 members 
Mstep: Class 18 contains 45387 members 
Mstep: Class 19 contains 10927 members 
Mstep: Class 20 contains 33923 members 
Mstep: Class 21 contains 15403 members 
Mstep: Class 22 contains 155180 members 
Mstep: Class 23 contains 39305 members 
Mstep: Class 24 contains 234711 members 
Mstep: Class 25 contains 16721 members 
Mstep: Class 26 contains 31879 members 
Mstep: Class 27 contains 22638 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 5209 members 
Mstep: Class 30 contains 7143 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 6129 members 
Mstep: Class 33 contains 68128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157151648.000000 Penalty: 117006.343750
Iteration 121Q: 34 clusters Score -1.571516e+08 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 188376 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 296877 members 
Mstep: Class 4 contains 15823 members 
Mstep: Class 5 contains 15766 members 
Mstep: Class 6 contains 9070 members 
Mstep: Class 7 contains 69260 members 
Mstep: Class 8 contains 42880 members 
Mstep: Class 9 contains 1580 members 
Mstep: Class 10 contains 19361 members 
Mstep: Class 11 contains 4349 members 
Mstep: Class 12 contains 93548 members 
Mstep: Class 13 contains 5128 members 
Mstep: Class 14 contains 17806 members 
Mstep: Class 15 contains 14230 members 
Mstep: Class 16 contains 98787 members 
Mstep: Class 17 contains 13763 members 
Mstep: Class 18 contains 45449 members 
Mstep: Class 19 contains 10926 members 
Mstep: Class 20 contains 32935 members 
Mstep: Class 21 contains 15390 members 
Mstep: Class 22 contains 156715 members 
Mstep: Class 23 contains 39216 members 
Mstep: Class 24 contains 234542 members 
Mstep: Class 25 contains 16709 members 
Mstep: Class 26 contains 31859 members 
Mstep: Class 27 contains 22611 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 5256 members 
Mstep: Class 30 contains 7150 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 6354 members 
Mstep: Class 33 contains 68183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152528.000000 Penalty: 117006.343750
Iteration 122Q: 34 clusters Score -1.571525e+08 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 188276 members 
Mstep: Class 2 contains 7220 members 
Mstep: Class 3 contains 296793 members 
Mstep: Class 4 contains 15827 members 
Mstep: Class 5 contains 15693 members 
Mstep: Class 6 contains 9040 members 
Mstep: Class 7 contains 69209 members 
Mstep: Class 8 contains 42870 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 19393 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 93239 members 
Mstep: Class 13 contains 5126 members 
Mstep: Class 14 contains 17784 members 
Mstep: Class 15 contains 14218 members 
Mstep: Class 16 contains 98688 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 45455 members 
Mstep: Class 19 contains 10922 members 
Mstep: Class 20 contains 32097 members 
Mstep: Class 21 contains 15373 members 
Mstep: Class 22 contains 158292 members 
Mstep: Class 23 contains 39162 members 
Mstep: Class 24 contains 234348 members 
Mstep: Class 25 contains 16705 members 
Mstep: Class 26 contains 31843 members 
Mstep: Class 27 contains 22590 members 
Mstep: Class 28 contains 7853 members 
Mstep: Class 29 contains 5310 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 3426 members 
Mstep: Class 32 contains 6532 members 
Mstep: Class 33 contains 68268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153120.000000 Penalty: 117006.343750
Iteration 123Q: 34 clusters Score -1.571531e+08 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 188193 members 
Mstep: Class 2 contains 7196 members 
Mstep: Class 3 contains 296663 members 
Mstep: Class 4 contains 15822 members 
Mstep: Class 5 contains 15610 members 
Mstep: Class 6 contains 9023 members 
Mstep: Class 7 contains 69146 members 
Mstep: Class 8 contains 42870 members 
Mstep: Class 9 contains 1569 members 
Mstep: Class 10 contains 19397 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 92886 members 
Mstep: Class 13 contains 5128 members 
Mstep: Class 14 contains 17738 members 
Mstep: Class 15 contains 14204 members 
Mstep: Class 16 contains 98608 members 
Mstep: Class 17 contains 13762 members 
Mstep: Class 18 contains 45418 members 
Mstep: Class 19 contains 10917 members 
Mstep: Class 20 contains 31426 members 
Mstep: Class 21 contains 15382 members 
Mstep: Class 22 contains 159881 members 
Mstep: Class 23 contains 39112 members 
Mstep: Class 24 contains 234132 members 
Mstep: Class 25 contains 16705 members 
Mstep: Class 26 contains 31833 members 
Mstep: Class 27 contains 22558 members 
Mstep: Class 28 contains 7854 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 7179 members 
Mstep: Class 31 contains 3462 members 
Mstep: Class 32 contains 6684 members 
Mstep: Class 33 contains 68362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153744.000000 Penalty: 117006.343750
Iteration 124Q: 34 clusters Score -1.571537e+08 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 188129 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 296494 members 
Mstep: Class 4 contains 15821 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 9009 members 
Mstep: Class 7 contains 69076 members 
Mstep: Class 8 contains 42865 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 19358 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 92536 members 
Mstep: Class 13 contains 5125 members 
Mstep: Class 14 contains 17694 members 
Mstep: Class 15 contains 14194 members 
Mstep: Class 16 contains 98544 members 
Mstep: Class 17 contains 13765 members 
Mstep: Class 18 contains 45380 members 
Mstep: Class 19 contains 10908 members 
Mstep: Class 20 contains 30806 members 
Mstep: Class 21 contains 15387 members 
Mstep: Class 22 contains 161603 members 
Mstep: Class 23 contains 39089 members 
Mstep: Class 24 contains 233864 members 
Mstep: Class 25 contains 16707 members 
Mstep: Class 26 contains 31832 members 
Mstep: Class 27 contains 22543 members 
Mstep: Class 28 contains 7855 members 
Mstep: Class 29 contains 5362 members 
Mstep: Class 30 contains 7185 members 
Mstep: Class 31 contains 3486 members 
Mstep: Class 32 contains 6787 members 
Mstep: Class 33 contains 68414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157154560.000000 Penalty: 117006.343750
Iteration 125Q: 34 clusters Score -1.571546e+08 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 188015 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 296276 members 
Mstep: Class 4 contains 15821 members 
Mstep: Class 5 contains 15427 members 
Mstep: Class 6 contains 8992 members 
Mstep: Class 7 contains 68988 members 
Mstep: Class 8 contains 42863 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 19312 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 92229 members 
Mstep: Class 13 contains 5122 members 
Mstep: Class 14 contains 17620 members 
Mstep: Class 15 contains 14190 members 
Mstep: Class 16 contains 98466 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 45323 members 
Mstep: Class 19 contains 10901 members 
Mstep: Class 20 contains 30283 members 
Mstep: Class 21 contains 15393 members 
Mstep: Class 22 contains 163302 members 
Mstep: Class 23 contains 39058 members 
Mstep: Class 24 contains 233575 members 
Mstep: Class 25 contains 16708 members 
Mstep: Class 26 contains 31833 members 
Mstep: Class 27 contains 22533 members 
Mstep: Class 28 contains 7857 members 
Mstep: Class 29 contains 5388 members 
Mstep: Class 30 contains 7190 members 
Mstep: Class 31 contains 3507 members 
Mstep: Class 32 contains 6887 members 
Mstep: Class 33 contains 68531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157154560.000000 Penalty: 117006.343750
Iteration 126Q: 34 clusters Score -1.571546e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187900 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 296029 members 
Mstep: Class 4 contains 15816 members 
Mstep: Class 5 contains 15362 members 
Mstep: Class 6 contains 8984 members 
Mstep: Class 7 contains 68890 members 
Mstep: Class 8 contains 42858 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 19248 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 91958 members 
Mstep: Class 13 contains 5122 members 
Mstep: Class 14 contains 17562 members 
Mstep: Class 15 contains 14181 members 
Mstep: Class 16 contains 98391 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 18 contains 45263 members 
Mstep: Class 19 contains 10901 members 
Mstep: Class 20 contains 29826 members 
Mstep: Class 21 contains 15395 members 
Mstep: Class 22 contains 164894 members 
Mstep: Class 23 contains 39020 members 
Mstep: Class 24 contains 233335 members 
Mstep: Class 25 contains 16704 members 
Mstep: Class 26 contains 31836 members 
Mstep: Class 27 contains 22525 members 
Mstep: Class 28 contains 7858 members 
Mstep: Class 29 contains 5404 members 
Mstep: Class 30 contains 7199 members 
Mstep: Class 31 contains 3527 members 
Mstep: Class 32 contains 6976 members 
Mstep: Class 33 contains 68641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157154592.000000 Penalty: 117006.343750
Iteration 127Q: 34 clusters Score -1.571546e+08 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187765 members 
Mstep: Class 2 contains 7117 members 
Mstep: Class 3 contains 295760 members 
Mstep: Class 4 contains 15809 members 
Mstep: Class 5 contains 15309 members 
Mstep: Class 6 contains 8974 members 
Mstep: Class 7 contains 68814 members 
Mstep: Class 8 contains 42861 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 19167 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 91687 members 
Mstep: Class 13 contains 5120 members 
Mstep: Class 14 contains 17510 members 
Mstep: Class 15 contains 14172 members 
Mstep: Class 16 contains 98313 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 45206 members 
Mstep: Class 19 contains 10899 members 
Mstep: Class 20 contains 29422 members 
Mstep: Class 21 contains 15401 members 
Mstep: Class 22 contains 166448 members 
Mstep: Class 23 contains 38996 members 
Mstep: Class 24 contains 233088 members 
Mstep: Class 25 contains 16704 members 
Mstep: Class 26 contains 31845 members 
Mstep: Class 27 contains 22526 members 
Mstep: Class 28 contains 7858 members 
Mstep: Class 29 contains 5411 members 
Mstep: Class 30 contains 7206 members 
Mstep: Class 31 contains 3541 members 
Mstep: Class 32 contains 7040 members 
Mstep: Class 33 contains 68757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155008.000000 Penalty: 117006.343750
Iteration 128Q: 34 clusters Score -1.57155e+08 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187641 members 
Mstep: Class 2 contains 7106 members 
Mstep: Class 3 contains 295476 members 
Mstep: Class 4 contains 15810 members 
Mstep: Class 5 contains 15279 members 
Mstep: Class 6 contains 8972 members 
Mstep: Class 7 contains 68723 members 
Mstep: Class 8 contains 42869 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 19091 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 91422 members 
Mstep: Class 13 contains 5117 members 
Mstep: Class 14 contains 17457 members 
Mstep: Class 15 contains 14161 members 
Mstep: Class 16 contains 98238 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 45163 members 
Mstep: Class 19 contains 10894 members 
Mstep: Class 20 contains 29056 members 
Mstep: Class 21 contains 15405 members 
Mstep: Class 22 contains 168001 members 
Mstep: Class 23 contains 38965 members 
Mstep: Class 24 contains 232864 members 
Mstep: Class 25 contains 16704 members 
Mstep: Class 26 contains 31850 members 
Mstep: Class 27 contains 22527 members 
Mstep: Class 28 contains 7858 members 
Mstep: Class 29 contains 5424 members 
Mstep: Class 30 contains 7210 members 
Mstep: Class 31 contains 3546 members 
Mstep: Class 32 contains 7100 members 
Mstep: Class 33 contains 68794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155072.000000 Penalty: 117006.343750
Iteration 129Q: 34 clusters Score -1.571551e+08 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187466 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 295202 members 
Mstep: Class 4 contains 15807 members 
Mstep: Class 5 contains 15255 members 
Mstep: Class 6 contains 8981 members 
Mstep: Class 7 contains 68629 members 
Mstep: Class 8 contains 42873 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 19002 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 91154 members 
Mstep: Class 13 contains 5118 members 
Mstep: Class 14 contains 17404 members 
Mstep: Class 15 contains 14148 members 
Mstep: Class 16 contains 98163 members 
Mstep: Class 17 contains 13783 members 
Mstep: Class 18 contains 45139 members 
Mstep: Class 19 contains 10890 members 
Mstep: Class 20 contains 28729 members 
Mstep: Class 21 contains 15413 members 
Mstep: Class 22 contains 169548 members 
Mstep: Class 23 contains 38950 members 
Mstep: Class 24 contains 232638 members 
Mstep: Class 25 contains 16702 members 
Mstep: Class 26 contains 31853 members 
Mstep: Class 27 contains 22521 members 
Mstep: Class 28 contains 7858 members 
Mstep: Class 29 contains 5443 members 
Mstep: Class 30 contains 7216 members 
Mstep: Class 31 contains 3551 members 
Mstep: Class 32 contains 7148 members 
Mstep: Class 33 contains 68822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155408.000000 Penalty: 117006.343750
Iteration 130Q: 34 clusters Score -1.571554e+08 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187302 members 
Mstep: Class 2 contains 7079 members 
Mstep: Class 3 contains 294946 members 
Mstep: Class 4 contains 15807 members 
Mstep: Class 5 contains 15235 members 
Mstep: Class 6 contains 8981 members 
Mstep: Class 7 contains 68550 members 
Mstep: Class 8 contains 42873 members 
Mstep: Class 9 contains 1562 members 
Mstep: Class 10 contains 18911 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 90906 members 
Mstep: Class 13 contains 5119 members 
Mstep: Class 14 contains 17354 members 
Mstep: Class 15 contains 14140 members 
Mstep: Class 16 contains 98103 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 45100 members 
Mstep: Class 19 contains 10884 members 
Mstep: Class 20 contains 28438 members 
Mstep: Class 21 contains 15415 members 
Mstep: Class 22 contains 171031 members 
Mstep: Class 23 contains 38941 members 
Mstep: Class 24 contains 232389 members 
Mstep: Class 25 contains 16700 members 
Mstep: Class 26 contains 31850 members 
Mstep: Class 27 contains 22524 members 
Mstep: Class 28 contains 7856 members 
Mstep: Class 29 contains 5462 members 
Mstep: Class 30 contains 7219 members 
Mstep: Class 31 contains 3554 members 
Mstep: Class 32 contains 7191 members 
Mstep: Class 33 contains 68848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155712.000000 Penalty: 117006.343750
Iteration 131Q: 34 clusters Score -1.571557e+08 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187189 members 
Mstep: Class 2 contains 7068 members 
Mstep: Class 3 contains 294694 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 15222 members 
Mstep: Class 6 contains 8981 members 
Mstep: Class 7 contains 68458 members 
Mstep: Class 8 contains 42869 members 
Mstep: Class 9 contains 1562 members 
Mstep: Class 10 contains 18817 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 90688 members 
Mstep: Class 13 contains 5118 members 
Mstep: Class 14 contains 17324 members 
Mstep: Class 15 contains 14132 members 
Mstep: Class 16 contains 98037 members 
Mstep: Class 17 contains 13793 members 
Mstep: Class 18 contains 45058 members 
Mstep: Class 19 contains 10882 members 
Mstep: Class 20 contains 28183 members 
Mstep: Class 21 contains 15414 members 
Mstep: Class 22 contains 172455 members 
Mstep: Class 23 contains 38942 members 
Mstep: Class 24 contains 232124 members 
Mstep: Class 25 contains 16696 members 
Mstep: Class 26 contains 31854 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 7855 members 
Mstep: Class 29 contains 5473 members 
Mstep: Class 30 contains 7225 members 
Mstep: Class 31 contains 3555 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 68839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155872.000000 Penalty: 117006.343750
Iteration 132Q: 34 clusters Score -1.571559e+08 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 187047 members 
Mstep: Class 2 contains 7057 members 
Mstep: Class 3 contains 294411 members 
Mstep: Class 4 contains 15803 members 
Mstep: Class 5 contains 15203 members 
Mstep: Class 6 contains 8975 members 
Mstep: Class 7 contains 68360 members 
Mstep: Class 8 contains 42869 members 
Mstep: Class 9 contains 1562 members 
Mstep: Class 10 contains 18722 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 90487 members 
Mstep: Class 13 contains 5118 members 
Mstep: Class 14 contains 17284 members 
Mstep: Class 15 contains 14123 members 
Mstep: Class 16 contains 97978 members 
Mstep: Class 17 contains 13799 members 
Mstep: Class 18 contains 45032 members 
Mstep: Class 19 contains 10880 members 
Mstep: Class 20 contains 27978 members 
Mstep: Class 21 contains 15417 members 
Mstep: Class 22 contains 173886 members 
Mstep: Class 23 contains 38942 members 
Mstep: Class 24 contains 231865 members 
Mstep: Class 25 contains 16694 members 
Mstep: Class 26 contains 31852 members 
Mstep: Class 27 contains 22521 members 
Mstep: Class 28 contains 7855 members 
Mstep: Class 29 contains 5488 members 
Mstep: Class 30 contains 7233 members 
Mstep: Class 31 contains 3557 members 
Mstep: Class 32 contains 7241 members 
Mstep: Class 33 contains 68818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156320.000000 Penalty: 117006.343750
Iteration 133Q: 34 clusters Score -1.571563e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 186931 members 
Mstep: Class 2 contains 7044 members 
Mstep: Class 3 contains 294152 members 
Mstep: Class 4 contains 15804 members 
Mstep: Class 5 contains 15205 members 
Mstep: Class 6 contains 8974 members 
Mstep: Class 7 contains 68292 members 
Mstep: Class 8 contains 42863 members 
Mstep: Class 9 contains 1563 members 
Mstep: Class 10 contains 18637 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 90268 members 
Mstep: Class 13 contains 5118 members 
Mstep: Class 14 contains 17250 members 
Mstep: Class 15 contains 14119 members 
Mstep: Class 16 contains 97928 members 
Mstep: Class 17 contains 13803 members 
Mstep: Class 18 contains 44986 members 
Mstep: Class 19 contains 10881 members 
Mstep: Class 20 contains 27771 members 
Mstep: Class 21 contains 15417 members 
Mstep: Class 22 contains 175231 members 
Mstep: Class 23 contains 38942 members 
Mstep: Class 24 contains 231632 members 
Mstep: Class 25 contains 16689 members 
Mstep: Class 26 contains 31847 members 
Mstep: Class 27 contains 22516 members 
Mstep: Class 28 contains 7856 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 7239 members 
Mstep: Class 31 contains 3560 members 
Mstep: Class 32 contains 7263 members 
Mstep: Class 33 contains 68772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156464.000000 Penalty: 117006.343750
Iteration 134Q: 34 clusters Score -1.571565e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 186770 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 293907 members 
Mstep: Class 4 contains 15800 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 8976 members 
Mstep: Class 7 contains 68224 members 
Mstep: Class 8 contains 42867 members 
Mstep: Class 9 contains 1563 members 
Mstep: Class 10 contains 18545 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 90051 members 
Mstep: Class 13 contains 5118 members 
Mstep: Class 14 contains 17213 members 
Mstep: Class 15 contains 14114 members 
Mstep: Class 16 contains 97894 members 
Mstep: Class 17 contains 13806 members 
Mstep: Class 18 contains 44963 members 
Mstep: Class 19 contains 10882 members 
Mstep: Class 20 contains 27573 members 
Mstep: Class 21 contains 15423 members 
Mstep: Class 22 contains 176497 members 
Mstep: Class 23 contains 38935 members 
Mstep: Class 24 contains 231456 members 
Mstep: Class 25 contains 16686 members 
Mstep: Class 26 contains 31839 members 
Mstep: Class 27 contains 22512 members 
Mstep: Class 28 contains 7856 members 
Mstep: Class 29 contains 5518 members 
Mstep: Class 30 contains 7241 members 
Mstep: Class 31 contains 3562 members 
Mstep: Class 32 contains 7281 members 
Mstep: Class 33 contains 68726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156096.000000 Penalty: 117006.343750
Iteration 135Q: 34 clusters Score -1.571561e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 186621 members 
Mstep: Class 2 contains 7031 members 
Mstep: Class 3 contains 293647 members 
Mstep: Class 4 contains 15797 members 
Mstep: Class 5 contains 15232 members 
Mstep: Class 6 contains 8969 members 
Mstep: Class 7 contains 68168 members 
Mstep: Class 8 contains 42871 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 18476 members 
Mstep: Class 11 contains 4349 members 
Mstep: Class 12 contains 89847 members 
Mstep: Class 13 contains 5118 members 
Mstep: Class 14 contains 17184 members 
Mstep: Class 15 contains 14114 members 
Mstep: Class 16 contains 97869 members 
Mstep: Class 17 contains 13808 members 
Mstep: Class 18 contains 44936 members 
Mstep: Class 19 contains 10885 members 
Mstep: Class 20 contains 27392 members 
Mstep: Class 21 contains 15422 members 
Mstep: Class 22 contains 177691 members 
Mstep: Class 23 contains 38935 members 
Mstep: Class 24 contains 231302 members 
Mstep: Class 25 contains 16685 members 
Mstep: Class 26 contains 31832 members 
Mstep: Class 27 contains 22510 members 
Mstep: Class 28 contains 7856 members 
Mstep: Class 29 contains 5533 members 
Mstep: Class 30 contains 7241 members 
Mstep: Class 31 contains 3558 members 
Mstep: Class 32 contains 7293 members 
Mstep: Class 33 contains 68668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156144.000000 Penalty: 117006.343750
Iteration 136Q: 34 clusters Score -1.571561e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 186472 members 
Mstep: Class 2 contains 7026 members 
Mstep: Class 3 contains 293399 members 
Mstep: Class 4 contains 15799 members 
Mstep: Class 5 contains 15262 members 
Mstep: Class 6 contains 8970 members 
Mstep: Class 7 contains 68114 members 
Mstep: Class 8 contains 42875 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 18398 members 
Mstep: Class 11 contains 4350 members 
Mstep: Class 12 contains 89641 members 
Mstep: Class 13 contains 5118 members 
Mstep: Class 14 contains 17167 members 
Mstep: Class 15 contains 14112 members 
Mstep: Class 16 contains 97850 members 
Mstep: Class 17 contains 13807 members 
Mstep: Class 18 contains 44916 members 
Mstep: Class 19 contains 10888 members 
Mstep: Class 20 contains 27229 members 
Mstep: Class 21 contains 15425 members 
Mstep: Class 22 contains 178785 members 
Mstep: Class 23 contains 38955 members 
Mstep: Class 24 contains 231158 members 
Mstep: Class 25 contains 16683 members 
Mstep: Class 26 contains 31828 members 
Mstep: Class 27 contains 22509 members 
Mstep: Class 28 contains 7856 members 
Mstep: Class 29 contains 5550 members 
Mstep: Class 30 contains 7241 members 
Mstep: Class 31 contains 3552 members 
Mstep: Class 32 contains 7304 members 
Mstep: Class 33 contains 68601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156752.000000 Penalty: 117006.343750
Iteration 137Q: 34 clusters Score -1.571568e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 186327 members 
Mstep: Class 2 contains 7020 members 
Mstep: Class 3 contains 293157 members 
Mstep: Class 4 contains 15801 members 
Mstep: Class 5 contains 15293 members 
Mstep: Class 6 contains 8969 members 
Mstep: Class 7 contains 68065 members 
Mstep: Class 8 contains 42878 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 18333 members 
Mstep: Class 11 contains 4351 members 
Mstep: Class 12 contains 89453 members 
Mstep: Class 13 contains 5117 members 
Mstep: Class 14 contains 17139 members 
Mstep: Class 15 contains 14110 members 
Mstep: Class 16 contains 97820 members 
Mstep: Class 17 contains 13807 members 
Mstep: Class 18 contains 44902 members 
Mstep: Class 19 contains 10888 members 
Mstep: Class 20 contains 27088 members 
Mstep: Class 21 contains 15430 members 
Mstep: Class 22 contains 179865 members 
Mstep: Class 23 contains 38970 members 
Mstep: Class 24 contains 230991 members 
Mstep: Class 25 contains 16683 members 
Mstep: Class 26 contains 31822 members 
Mstep: Class 27 contains 22508 members 
Mstep: Class 28 contains 7856 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 7242 members 
Mstep: Class 31 contains 3546 members 
Mstep: Class 32 contains 7312 members 
Mstep: Class 33 contains 68532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157232.000000 Penalty: 117006.343750
Iteration 138Q: 34 clusters Score -1.571572e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 186206 members 
Mstep: Class 2 contains 7013 members 
Mstep: Class 3 contains 292916 members 
Mstep: Class 4 contains 15802 members 
Mstep: Class 5 contains 15322 members 
Mstep: Class 6 contains 8971 members 
Mstep: Class 7 contains 68005 members 
Mstep: Class 8 contains 42880 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 18270 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 89270 members 
Mstep: Class 13 contains 5119 members 
Mstep: Class 14 contains 17114 members 
Mstep: Class 15 contains 14108 members 
Mstep: Class 16 contains 97799 members 
Mstep: Class 17 contains 13814 members 
Mstep: Class 18 contains 44886 members 
Mstep: Class 19 contains 10892 members 
Mstep: Class 20 contains 26956 members 
Mstep: Class 21 contains 15433 members 
Mstep: Class 22 contains 180903 members 
Mstep: Class 23 contains 38981 members 
Mstep: Class 24 contains 230830 members 
Mstep: Class 25 contains 16683 members 
Mstep: Class 26 contains 31820 members 
Mstep: Class 27 contains 22506 members 
Mstep: Class 28 contains 7856 members 
Mstep: Class 29 contains 5572 members 
Mstep: Class 30 contains 7243 members 
Mstep: Class 31 contains 3540 members 
Mstep: Class 32 contains 7315 members 
Mstep: Class 33 contains 68463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157392.000000 Penalty: 117006.343750
Iteration 139Q: 34 clusters Score -1.571574e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 186085 members 
Mstep: Class 2 contains 7010 members 
Mstep: Class 3 contains 292707 members 
Mstep: Class 4 contains 15803 members 
Mstep: Class 5 contains 15357 members 
Mstep: Class 6 contains 8972 members 
Mstep: Class 7 contains 67948 members 
Mstep: Class 8 contains 42878 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 18208 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 89109 members 
Mstep: Class 13 contains 5120 members 
Mstep: Class 14 contains 17081 members 
Mstep: Class 15 contains 14106 members 
Mstep: Class 16 contains 97797 members 
Mstep: Class 17 contains 13820 members 
Mstep: Class 18 contains 44865 members 
Mstep: Class 19 contains 10891 members 
Mstep: Class 20 contains 26830 members 
Mstep: Class 21 contains 15437 members 
Mstep: Class 22 contains 181894 members 
Mstep: Class 23 contains 38984 members 
Mstep: Class 24 contains 230672 members 
Mstep: Class 25 contains 16685 members 
Mstep: Class 26 contains 31813 members 
Mstep: Class 27 contains 22504 members 
Mstep: Class 28 contains 7857 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 7243 members 
Mstep: Class 31 contains 3539 members 
Mstep: Class 32 contains 7317 members 
Mstep: Class 33 contains 68377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157440.000000 Penalty: 117006.343750
Iteration 140F: 34 clusters Score -1.571574e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185996 members 
Mstep: Class 2 contains 7010 members 
Mstep: Class 3 contains 292470 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 15393 members 
Mstep: Class 6 contains 8972 members 
Mstep: Class 7 contains 67901 members 
Mstep: Class 8 contains 42876 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 18145 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 88952 members 
Mstep: Class 13 contains 5119 members 
Mstep: Class 14 contains 17052 members 
Mstep: Class 15 contains 14105 members 
Mstep: Class 16 contains 97793 members 
Mstep: Class 17 contains 13824 members 
Mstep: Class 18 contains 44843 members 
Mstep: Class 19 contains 10888 members 
Mstep: Class 20 contains 26707 members 
Mstep: Class 21 contains 15450 members 
Mstep: Class 22 contains 182878 members 
Mstep: Class 23 contains 38990 members 
Mstep: Class 24 contains 230501 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31805 members 
Mstep: Class 27 contains 22502 members 
Mstep: Class 28 contains 7857 members 
Mstep: Class 29 contains 5583 members 
Mstep: Class 30 contains 7244 members 
Mstep: Class 31 contains 3538 members 
Mstep: Class 32 contains 7321 members 
Mstep: Class 33 contains 68277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157216.000000 Penalty: 117006.343750
Iteration 141Q: 34 clusters Score -1.571572e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185926 members 
Mstep: Class 2 contains 7009 members 
Mstep: Class 3 contains 292269 members 
Mstep: Class 4 contains 15812 members 
Mstep: Class 5 contains 15430 members 
Mstep: Class 6 contains 8974 members 
Mstep: Class 7 contains 67859 members 
Mstep: Class 8 contains 42876 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 18087 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 88780 members 
Mstep: Class 13 contains 5119 members 
Mstep: Class 14 contains 17017 members 
Mstep: Class 15 contains 14100 members 
Mstep: Class 16 contains 97786 members 
Mstep: Class 17 contains 13829 members 
Mstep: Class 18 contains 44825 members 
Mstep: Class 19 contains 10886 members 
Mstep: Class 20 contains 26583 members 
Mstep: Class 21 contains 15458 members 
Mstep: Class 22 contains 183766 members 
Mstep: Class 23 contains 38987 members 
Mstep: Class 24 contains 230377 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31803 members 
Mstep: Class 27 contains 22499 members 
Mstep: Class 28 contains 7858 members 
Mstep: Class 29 contains 5585 members 
Mstep: Class 30 contains 7247 members 
Mstep: Class 31 contains 3537 members 
Mstep: Class 32 contains 7324 members 
Mstep: Class 33 contains 68192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157216.000000 Penalty: 117006.343750
Iteration 142Q: 34 clusters Score -1.571572e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185856 members 
Mstep: Class 2 contains 7009 members 
Mstep: Class 3 contains 292068 members 
Mstep: Class 4 contains 15815 members 
Mstep: Class 5 contains 15460 members 
Mstep: Class 6 contains 8973 members 
Mstep: Class 7 contains 67822 members 
Mstep: Class 8 contains 42877 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 18031 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 88604 members 
Mstep: Class 13 contains 5119 members 
Mstep: Class 14 contains 16981 members 
Mstep: Class 15 contains 14097 members 
Mstep: Class 16 contains 97777 members 
Mstep: Class 17 contains 13833 members 
Mstep: Class 18 contains 44801 members 
Mstep: Class 19 contains 10887 members 
Mstep: Class 20 contains 26477 members 
Mstep: Class 21 contains 15471 members 
Mstep: Class 22 contains 184591 members 
Mstep: Class 23 contains 38990 members 
Mstep: Class 24 contains 230273 members 
Mstep: Class 25 contains 16683 members 
Mstep: Class 26 contains 31802 members 
Mstep: Class 27 contains 22499 members 
Mstep: Class 28 contains 7858 members 
Mstep: Class 29 contains 5589 members 
Mstep: Class 30 contains 7249 members 
Mstep: Class 31 contains 3536 members 
Mstep: Class 32 contains 7330 members 
Mstep: Class 33 contains 68129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157280.000000 Penalty: 117006.343750
Iteration 143Q: 34 clusters Score -1.571573e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185784 members 
Mstep: Class 2 contains 7005 members 
Mstep: Class 3 contains 291859 members 
Mstep: Class 4 contains 15814 members 
Mstep: Class 5 contains 15499 members 
Mstep: Class 6 contains 8973 members 
Mstep: Class 7 contains 67789 members 
Mstep: Class 8 contains 42880 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17973 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 88438 members 
Mstep: Class 13 contains 5119 members 
Mstep: Class 14 contains 16943 members 
Mstep: Class 15 contains 14094 members 
Mstep: Class 16 contains 97771 members 
Mstep: Class 17 contains 13835 members 
Mstep: Class 18 contains 44783 members 
Mstep: Class 19 contains 10889 members 
Mstep: Class 20 contains 26393 members 
Mstep: Class 21 contains 15486 members 
Mstep: Class 22 contains 185409 members 
Mstep: Class 23 contains 38990 members 
Mstep: Class 24 contains 230144 members 
Mstep: Class 25 contains 16682 members 
Mstep: Class 26 contains 31799 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 7859 members 
Mstep: Class 29 contains 5594 members 
Mstep: Class 30 contains 7251 members 
Mstep: Class 31 contains 3536 members 
Mstep: Class 32 contains 7338 members 
Mstep: Class 33 contains 68060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157248.000000 Penalty: 117006.343750
Iteration 144Q: 34 clusters Score -1.571572e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185715 members 
Mstep: Class 2 contains 7003 members 
Mstep: Class 3 contains 291628 members 
Mstep: Class 4 contains 15814 members 
Mstep: Class 5 contains 15538 members 
Mstep: Class 6 contains 8971 members 
Mstep: Class 7 contains 67755 members 
Mstep: Class 8 contains 42881 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17933 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 88298 members 
Mstep: Class 13 contains 5120 members 
Mstep: Class 14 contains 16929 members 
Mstep: Class 15 contains 14093 members 
Mstep: Class 16 contains 97751 members 
Mstep: Class 17 contains 13836 members 
Mstep: Class 18 contains 44771 members 
Mstep: Class 19 contains 10895 members 
Mstep: Class 20 contains 26315 members 
Mstep: Class 21 contains 15492 members 
Mstep: Class 22 contains 186153 members 
Mstep: Class 23 contains 38992 members 
Mstep: Class 24 contains 230043 members 
Mstep: Class 25 contains 16682 members 
Mstep: Class 26 contains 31798 members 
Mstep: Class 27 contains 22495 members 
Mstep: Class 28 contains 7861 members 
Mstep: Class 29 contains 5600 members 
Mstep: Class 30 contains 7254 members 
Mstep: Class 31 contains 3536 members 
Mstep: Class 32 contains 7341 members 
Mstep: Class 33 contains 67994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157488.000000 Penalty: 117006.343750
Iteration 145Q: 34 clusters Score -1.571575e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185642 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 291442 members 
Mstep: Class 4 contains 15817 members 
Mstep: Class 5 contains 15561 members 
Mstep: Class 6 contains 8972 members 
Mstep: Class 7 contains 67727 members 
Mstep: Class 8 contains 42882 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17889 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 88126 members 
Mstep: Class 13 contains 5120 members 
Mstep: Class 14 contains 16909 members 
Mstep: Class 15 contains 14093 members 
Mstep: Class 16 contains 97754 members 
Mstep: Class 17 contains 13839 members 
Mstep: Class 18 contains 44765 members 
Mstep: Class 19 contains 10900 members 
Mstep: Class 20 contains 26236 members 
Mstep: Class 21 contains 15491 members 
Mstep: Class 22 contains 186863 members 
Mstep: Class 23 contains 39002 members 
Mstep: Class 24 contains 229944 members 
Mstep: Class 25 contains 16682 members 
Mstep: Class 26 contains 31795 members 
Mstep: Class 27 contains 22493 members 
Mstep: Class 28 contains 7863 members 
Mstep: Class 29 contains 5601 members 
Mstep: Class 30 contains 7255 members 
Mstep: Class 31 contains 3537 members 
Mstep: Class 32 contains 7347 members 
Mstep: Class 33 contains 67938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157760.000000 Penalty: 117006.343750
Iteration 146Q: 34 clusters Score -1.571578e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185587 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 291271 members 
Mstep: Class 4 contains 15817 members 
Mstep: Class 5 contains 15583 members 
Mstep: Class 6 contains 8976 members 
Mstep: Class 7 contains 67695 members 
Mstep: Class 8 contains 42883 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17836 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 87983 members 
Mstep: Class 13 contains 5120 members 
Mstep: Class 14 contains 16879 members 
Mstep: Class 15 contains 14093 members 
Mstep: Class 16 contains 97741 members 
Mstep: Class 17 contains 13843 members 
Mstep: Class 18 contains 44751 members 
Mstep: Class 19 contains 10905 members 
Mstep: Class 20 contains 26178 members 
Mstep: Class 21 contains 15491 members 
Mstep: Class 22 contains 187530 members 
Mstep: Class 23 contains 39004 members 
Mstep: Class 24 contains 229860 members 
Mstep: Class 25 contains 16682 members 
Mstep: Class 26 contains 31788 members 
Mstep: Class 27 contains 22487 members 
Mstep: Class 28 contains 7866 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 7258 members 
Mstep: Class 31 contains 3537 members 
Mstep: Class 32 contains 7353 members 
Mstep: Class 33 contains 67886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157872.000000 Penalty: 117006.343750
Iteration 147Q: 34 clusters Score -1.571579e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185507 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 291126 members 
Mstep: Class 4 contains 15820 members 
Mstep: Class 5 contains 15610 members 
Mstep: Class 6 contains 8981 members 
Mstep: Class 7 contains 67660 members 
Mstep: Class 8 contains 42883 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17799 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 87856 members 
Mstep: Class 13 contains 5119 members 
Mstep: Class 14 contains 16859 members 
Mstep: Class 15 contains 14091 members 
Mstep: Class 16 contains 97732 members 
Mstep: Class 17 contains 13847 members 
Mstep: Class 18 contains 44750 members 
Mstep: Class 19 contains 10909 members 
Mstep: Class 20 contains 26112 members 
Mstep: Class 21 contains 15492 members 
Mstep: Class 22 contains 188129 members 
Mstep: Class 23 contains 39014 members 
Mstep: Class 24 contains 229770 members 
Mstep: Class 25 contains 16682 members 
Mstep: Class 26 contains 31784 members 
Mstep: Class 27 contains 22483 members 
Mstep: Class 28 contains 7867 members 
Mstep: Class 29 contains 5606 members 
Mstep: Class 30 contains 7259 members 
Mstep: Class 31 contains 3537 members 
Mstep: Class 32 contains 7355 members 
Mstep: Class 33 contains 67849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158144.000000 Penalty: 117006.343750
Iteration 148Q: 34 clusters Score -1.571581e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185456 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 290988 members 
Mstep: Class 4 contains 15824 members 
Mstep: Class 5 contains 15643 members 
Mstep: Class 6 contains 8980 members 
Mstep: Class 7 contains 67635 members 
Mstep: Class 8 contains 42884 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17773 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 87748 members 
Mstep: Class 13 contains 5119 members 
Mstep: Class 14 contains 16840 members 
Mstep: Class 15 contains 14087 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 13850 members 
Mstep: Class 18 contains 44747 members 
Mstep: Class 19 contains 10917 members 
Mstep: Class 20 contains 26051 members 
Mstep: Class 21 contains 15497 members 
Mstep: Class 22 contains 188608 members 
Mstep: Class 23 contains 39011 members 
Mstep: Class 24 contains 229711 members 
Mstep: Class 25 contains 16681 members 
Mstep: Class 26 contains 31782 members 
Mstep: Class 27 contains 22480 members 
Mstep: Class 28 contains 7868 members 
Mstep: Class 29 contains 5606 members 
Mstep: Class 30 contains 7262 members 
Mstep: Class 31 contains 3537 members 
Mstep: Class 32 contains 7359 members 
Mstep: Class 33 contains 67821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158032.000000 Penalty: 117006.343750
Iteration 149Q: 34 clusters Score -1.57158e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185426 members 
Mstep: Class 2 contains 7003 members 
Mstep: Class 3 contains 290851 members 
Mstep: Class 4 contains 15825 members 
Mstep: Class 5 contains 15674 members 
Mstep: Class 6 contains 8981 members 
Mstep: Class 7 contains 67611 members 
Mstep: Class 8 contains 42882 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17743 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 87662 members 
Mstep: Class 13 contains 5119 members 
Mstep: Class 14 contains 16823 members 
Mstep: Class 15 contains 14085 members 
Mstep: Class 16 contains 97712 members 
Mstep: Class 17 contains 13853 members 
Mstep: Class 18 contains 44731 members 
Mstep: Class 19 contains 10927 members 
Mstep: Class 20 contains 26001 members 
Mstep: Class 21 contains 15504 members 
Mstep: Class 22 contains 189036 members 
Mstep: Class 23 contains 39012 members 
Mstep: Class 24 contains 229656 members 
Mstep: Class 25 contains 16681 members 
Mstep: Class 26 contains 31783 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 7869 members 
Mstep: Class 29 contains 5606 members 
Mstep: Class 30 contains 7266 members 
Mstep: Class 31 contains 3537 members 
Mstep: Class 32 contains 7360 members 
Mstep: Class 33 contains 67794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157728.000000 Penalty: 117006.343750
Iteration 150Q: 34 clusters Score -1.571577e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185405 members 
Mstep: Class 2 contains 7003 members 
Mstep: Class 3 contains 290695 members 
Mstep: Class 4 contains 15828 members 
Mstep: Class 5 contains 15699 members 
Mstep: Class 6 contains 8985 members 
Mstep: Class 7 contains 67591 members 
Mstep: Class 8 contains 42877 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17707 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 87580 members 
Mstep: Class 13 contains 5118 members 
Mstep: Class 14 contains 16800 members 
Mstep: Class 15 contains 14081 members 
Mstep: Class 16 contains 97711 members 
Mstep: Class 17 contains 13854 members 
Mstep: Class 18 contains 44717 members 
Mstep: Class 19 contains 10942 members 
Mstep: Class 20 contains 25958 members 
Mstep: Class 21 contains 15509 members 
Mstep: Class 22 contains 189475 members 
Mstep: Class 23 contains 39013 members 
Mstep: Class 24 contains 229609 members 
Mstep: Class 25 contains 16681 members 
Mstep: Class 26 contains 31786 members 
Mstep: Class 27 contains 22469 members 
Mstep: Class 28 contains 7870 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3540 members 
Mstep: Class 32 contains 7361 members 
Mstep: Class 33 contains 67748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157776.000000 Penalty: 117006.343750
Iteration 151Q: 34 clusters Score -1.571578e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185387 members 
Mstep: Class 2 contains 7005 members 
Mstep: Class 3 contains 290562 members 
Mstep: Class 4 contains 15827 members 
Mstep: Class 5 contains 15728 members 
Mstep: Class 6 contains 8984 members 
Mstep: Class 7 contains 67574 members 
Mstep: Class 8 contains 42878 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 87497 members 
Mstep: Class 13 contains 5117 members 
Mstep: Class 14 contains 16788 members 
Mstep: Class 15 contains 14079 members 
Mstep: Class 16 contains 97709 members 
Mstep: Class 17 contains 13856 members 
Mstep: Class 18 contains 44716 members 
Mstep: Class 19 contains 10949 members 
Mstep: Class 20 contains 25901 members 
Mstep: Class 21 contains 15514 members 
Mstep: Class 22 contains 189899 members 
Mstep: Class 23 contains 39016 members 
Mstep: Class 24 contains 229555 members 
Mstep: Class 25 contains 16681 members 
Mstep: Class 26 contains 31785 members 
Mstep: Class 27 contains 22466 members 
Mstep: Class 28 contains 7873 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7272 members 
Mstep: Class 31 contains 3541 members 
Mstep: Class 32 contains 7361 members 
Mstep: Class 33 contains 67695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157712.000000 Penalty: 117006.343750
Iteration 152Q: 34 clusters Score -1.571577e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185380 members 
Mstep: Class 2 contains 7005 members 
Mstep: Class 3 contains 290440 members 
Mstep: Class 4 contains 15827 members 
Mstep: Class 5 contains 15769 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67561 members 
Mstep: Class 8 contains 42874 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17624 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 87409 members 
Mstep: Class 13 contains 5116 members 
Mstep: Class 14 contains 16774 members 
Mstep: Class 15 contains 14076 members 
Mstep: Class 16 contains 97697 members 
Mstep: Class 17 contains 13858 members 
Mstep: Class 18 contains 44717 members 
Mstep: Class 19 contains 10957 members 
Mstep: Class 20 contains 25845 members 
Mstep: Class 21 contains 15518 members 
Mstep: Class 22 contains 190298 members 
Mstep: Class 23 contains 39021 members 
Mstep: Class 24 contains 229506 members 
Mstep: Class 25 contains 16681 members 
Mstep: Class 26 contains 31786 members 
Mstep: Class 27 contains 22461 members 
Mstep: Class 28 contains 7874 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7271 members 
Mstep: Class 31 contains 3544 members 
Mstep: Class 32 contains 7361 members 
Mstep: Class 33 contains 67646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157600.000000 Penalty: 117006.343750
Iteration 153Q: 34 clusters Score -1.571576e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185362 members 
Mstep: Class 2 contains 7006 members 
Mstep: Class 3 contains 290339 members 
Mstep: Class 4 contains 15826 members 
Mstep: Class 5 contains 15810 members 
Mstep: Class 6 contains 8985 members 
Mstep: Class 7 contains 67545 members 
Mstep: Class 8 contains 42874 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17580 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 87346 members 
Mstep: Class 13 contains 5116 members 
Mstep: Class 14 contains 16764 members 
Mstep: Class 15 contains 14071 members 
Mstep: Class 16 contains 97692 members 
Mstep: Class 17 contains 13859 members 
Mstep: Class 18 contains 44706 members 
Mstep: Class 19 contains 10960 members 
Mstep: Class 20 contains 25792 members 
Mstep: Class 21 contains 15523 members 
Mstep: Class 22 contains 190667 members 
Mstep: Class 23 contains 39025 members 
Mstep: Class 24 contains 229462 members 
Mstep: Class 25 contains 16681 members 
Mstep: Class 26 contains 31791 members 
Mstep: Class 27 contains 22457 members 
Mstep: Class 28 contains 7874 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3547 members 
Mstep: Class 32 contains 7361 members 
Mstep: Class 33 contains 67591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157504.000000 Penalty: 117006.343750
Iteration 154Q: 34 clusters Score -1.571575e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185342 members 
Mstep: Class 2 contains 7005 members 
Mstep: Class 3 contains 290227 members 
Mstep: Class 4 contains 15826 members 
Mstep: Class 5 contains 15849 members 
Mstep: Class 6 contains 8982 members 
Mstep: Class 7 contains 67527 members 
Mstep: Class 8 contains 42873 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17537 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 87299 members 
Mstep: Class 13 contains 5116 members 
Mstep: Class 14 contains 16751 members 
Mstep: Class 15 contains 14066 members 
Mstep: Class 16 contains 97684 members 
Mstep: Class 17 contains 13859 members 
Mstep: Class 18 contains 44696 members 
Mstep: Class 19 contains 10964 members 
Mstep: Class 20 contains 25751 members 
Mstep: Class 21 contains 15527 members 
Mstep: Class 22 contains 191043 members 
Mstep: Class 23 contains 39029 members 
Mstep: Class 24 contains 229402 members 
Mstep: Class 25 contains 16684 members 
Mstep: Class 26 contains 31796 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 7875 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3547 members 
Mstep: Class 32 contains 7361 members 
Mstep: Class 33 contains 67541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157472.000000 Penalty: 117006.343750
Iteration 155Q: 34 clusters Score -1.571575e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185320 members 
Mstep: Class 2 contains 7005 members 
Mstep: Class 3 contains 290119 members 
Mstep: Class 4 contains 15827 members 
Mstep: Class 5 contains 15877 members 
Mstep: Class 6 contains 8982 members 
Mstep: Class 7 contains 67515 members 
Mstep: Class 8 contains 42873 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17497 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 87234 members 
Mstep: Class 13 contains 5116 members 
Mstep: Class 14 contains 16736 members 
Mstep: Class 15 contains 14063 members 
Mstep: Class 16 contains 97683 members 
Mstep: Class 17 contains 13859 members 
Mstep: Class 18 contains 44677 members 
Mstep: Class 19 contains 10967 members 
Mstep: Class 20 contains 25715 members 
Mstep: Class 21 contains 15526 members 
Mstep: Class 22 contains 191413 members 
Mstep: Class 23 contains 39025 members 
Mstep: Class 24 contains 229353 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31803 members 
Mstep: Class 27 contains 22451 members 
Mstep: Class 28 contains 7875 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3546 members 
Mstep: Class 32 contains 7361 members 
Mstep: Class 33 contains 67507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157424.000000 Penalty: 117006.343750
Iteration 156Q: 34 clusters Score -1.571574e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185287 members 
Mstep: Class 2 contains 7004 members 
Mstep: Class 3 contains 290032 members 
Mstep: Class 4 contains 15827 members 
Mstep: Class 5 contains 15901 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67501 members 
Mstep: Class 8 contains 42874 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17475 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 87182 members 
Mstep: Class 13 contains 5116 members 
Mstep: Class 14 contains 16719 members 
Mstep: Class 15 contains 14062 members 
Mstep: Class 16 contains 97684 members 
Mstep: Class 17 contains 13862 members 
Mstep: Class 18 contains 44659 members 
Mstep: Class 19 contains 10973 members 
Mstep: Class 20 contains 25674 members 
Mstep: Class 21 contains 15530 members 
Mstep: Class 22 contains 191746 members 
Mstep: Class 23 contains 39029 members 
Mstep: Class 24 contains 229298 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31804 members 
Mstep: Class 27 contains 22448 members 
Mstep: Class 28 contains 7875 members 
Mstep: Class 29 contains 5607 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3544 members 
Mstep: Class 32 contains 7362 members 
Mstep: Class 33 contains 67472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157520.000000 Penalty: 117006.343750
Iteration 157Q: 34 clusters Score -1.571575e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185254 members 
Mstep: Class 2 contains 7005 members 
Mstep: Class 3 contains 289943 members 
Mstep: Class 4 contains 15829 members 
Mstep: Class 5 contains 15924 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67493 members 
Mstep: Class 8 contains 42873 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17457 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 87121 members 
Mstep: Class 13 contains 5115 members 
Mstep: Class 14 contains 16707 members 
Mstep: Class 15 contains 14059 members 
Mstep: Class 16 contains 97676 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 44643 members 
Mstep: Class 19 contains 10979 members 
Mstep: Class 20 contains 25648 members 
Mstep: Class 21 contains 15530 members 
Mstep: Class 22 contains 192061 members 
Mstep: Class 23 contains 39039 members 
Mstep: Class 24 contains 229243 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31805 members 
Mstep: Class 27 contains 22448 members 
Mstep: Class 28 contains 7875 members 
Mstep: Class 29 contains 5606 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3543 members 
Mstep: Class 32 contains 7363 members 
Mstep: Class 33 contains 67441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157584.000000 Penalty: 117006.343750
Iteration 158Q: 34 clusters Score -1.571576e+08 nChanged 573
Entering ConstructFrom: 
Score: -157157584.000000 Penalty: 117006.343750
Entering ConstructFrom: 
Trying to split cluster 1 (185213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185213 members 
Entering Unmasked Estep 
Score: -18627522.000000 Penalty: 3008.056885
	Iteration 0F: 2 clusters Score -1.862752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 92525 members 
Entering Unmasked Estep 
Score: -18503862.000000 Penalty: 6016.113770
	Iteration 0F: 3 clusters Score -1.850386e+07 nChanged 89010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -18555200.000000 Penalty: 6016.113770
	Iteration 1F: 3 clusters Score -1.85552e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94479 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -18555998.000000 Penalty: 6016.113770
	Iteration 2Q: 3 clusters Score -1.8556e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95428 members 
Mstep: Class 2 contains 89785 members 
Entering Unmasked Estep 
Score: -18556726.000000 Penalty: 6016.113770
	Iteration 3Q: 3 clusters Score -1.855673e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96807 members 
Mstep: Class 2 contains 88406 members 
Entering Unmasked Estep 
Score: -18557676.000000 Penalty: 6016.113770
	Iteration 4Q: 3 clusters Score -1.855768e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98911 members 
Mstep: Class 2 contains 86302 members 
Entering Unmasked Estep 
Score: -18558982.000000 Penalty: 6016.113770
	Iteration 5Q: 3 clusters Score -1.855898e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102079 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -18560574.000000 Penalty: 6016.113770
	Iteration 6Q: 3 clusters Score -1.856057e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 78434 members 
Entering Unmasked Estep 
Score: -18563310.000000 Penalty: 6016.113770
	Iteration 7Q: 3 clusters Score -1.856331e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113467 members 
Mstep: Class 2 contains 71746 members 
Entering Unmasked Estep 
Score: -18567756.000000 Penalty: 6016.113770
	Iteration 8Q: 3 clusters Score -1.856776e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122305 members 
Mstep: Class 2 contains 62908 members 
Entering Unmasked Estep 
Score: -18574476.000000 Penalty: 6016.113770
	Iteration 9F: 3 clusters Score -1.857448e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132905 members 
Mstep: Class 2 contains 52308 members 
Entering Unmasked Estep 
Score: -18583574.000000 Penalty: 6016.113770
	Iteration 10F: 3 clusters Score -1.858357e+07 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143808 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -18593512.000000 Penalty: 6016.113770
	Iteration 11F: 3 clusters Score -1.859351e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153116 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -18602184.000000 Penalty: 6016.113770
	Iteration 12F: 3 clusters Score -1.860218e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160155 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -18607956.000000 Penalty: 6016.113770
	Iteration 13Q: 3 clusters Score -1.860796e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165710 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -18612196.000000 Penalty: 6016.113770
	Iteration 14Q: 3 clusters Score -1.86122e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170176 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -18615468.000000 Penalty: 6016.113770
	Iteration 15Q: 3 clusters Score -1.861547e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173855 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -18617902.000000 Penalty: 6016.113770
	Iteration 16Q: 3 clusters Score -1.86179e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176774 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -18619934.000000 Penalty: 6016.113770
	Iteration 17Q: 3 clusters Score -1.861993e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179045 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -18621378.000000 Penalty: 6016.113770
	Iteration 18Q: 3 clusters Score -1.862138e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180735 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -18622554.000000 Penalty: 6016.113770
	Iteration 19Q: 3 clusters Score -1.862255e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181964 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -18623326.000000 Penalty: 6016.113770
	Iteration 20F: 3 clusters Score -1.862333e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182799 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -18623832.000000 Penalty: 6016.113770
	Iteration 21Q: 3 clusters Score -1.862383e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183381 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -18624258.000000 Penalty: 6016.113770
	Iteration 22Q: 3 clusters Score -1.862426e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183738 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -18624506.000000 Penalty: 6016.113770
	Iteration 23Q: 3 clusters Score -1.862451e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183976 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -18624688.000000 Penalty: 6016.113770
	Iteration 24Q: 3 clusters Score -1.862469e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184122 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -18624798.000000 Penalty: 6016.113770
	Iteration 25Q: 3 clusters Score -1.86248e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184230 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -18624840.000000 Penalty: 6016.113770
	Iteration 26Q: 3 clusters Score -1.862484e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184315 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -18624874.000000 Penalty: 6016.113770
	Iteration 27Q: 3 clusters Score -1.862487e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184372 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -18624922.000000 Penalty: 6016.113770
	Iteration 28Q: 3 clusters Score -1.862492e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184408 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -18624976.000000 Penalty: 6016.113770
	Iteration 29Q: 3 clusters Score -1.862498e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184434 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -18624980.000000 Penalty: 6016.113770
	Iteration 30Q: 3 clusters Score -1.862498e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184449 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -18624992.000000 Penalty: 6016.113770
	Iteration 31Q: 3 clusters Score -1.862499e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184459 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -18624994.000000 Penalty: 6016.113770
	Iteration 32Q: 3 clusters Score -1.862499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184468 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -18624990.000000 Penalty: 6016.113770
	Iteration 33Q: 3 clusters Score -1.862499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184476 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -18625008.000000 Penalty: 6016.113770
	Iteration 34Q: 3 clusters Score -1.862501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184483 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -18625004.000000 Penalty: 6016.113770
	Iteration 35Q: 3 clusters Score -1.8625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184491 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -18625028.000000 Penalty: 6016.113770
	Iteration 36Q: 3 clusters Score -1.862503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184495 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -18625030.000000 Penalty: 6016.113770
	Iteration 37Q: 3 clusters Score -1.862503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184497 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -18625042.000000 Penalty: 6016.113770
	Iteration 38Q: 3 clusters Score -1.862504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184501 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -18625052.000000 Penalty: 6016.113770
	Iteration 39Q: 3 clusters Score -1.862505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184507 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -18625038.000000 Penalty: 6016.113770
	Iteration 40F: 3 clusters Score -1.862504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184511 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -18625046.000000 Penalty: 6016.113770
	Iteration 41Q: 3 clusters Score -1.862505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184517 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -18625058.000000 Penalty: 6016.113770
	Iteration 42Q: 3 clusters Score -1.862506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184526 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -18625060.000000 Penalty: 6016.113770
	Iteration 43Q: 3 clusters Score -1.862506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184535 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -18625074.000000 Penalty: 6016.113770
	Iteration 44Q: 3 clusters Score -1.862507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184541 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -18625076.000000 Penalty: 6016.113770
	Iteration 45Q: 3 clusters Score -1.862508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184543 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -18625074.000000 Penalty: 6016.113770
	Iteration 46Q: 3 clusters Score -1.862507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184545 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -18625070.000000 Penalty: 6016.113770
	Iteration 47Q: 3 clusters Score -1.862507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184543 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -18625068.000000 Penalty: 6016.113770
	Iteration 48Q: 3 clusters Score -1.862507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184543 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -18625060.000000 Penalty: 6016.113770
	Iteration 49Q: 3 clusters Score -1.862506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184543 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -18625060.000000 Penalty: 6016.113770
	Iteration 50F: 3 clusters Score -1.862506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Entering Unmasked Estep 
Score: -599996.937500 Penalty: 2195.708984
	Iteration 0F: 2 clusters Score -599996.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -594416.687500 Penalty: 4391.417969
	Iteration 0F: 3 clusters Score -594416.7 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -596423.875000 Penalty: 4391.417969
	Iteration 1F: 3 clusters Score -596423.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -597192.062500 Penalty: 4391.417969
	Iteration 2F: 3 clusters Score -597192.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -597813.062500 Penalty: 4391.417969
	Iteration 3F: 3 clusters Score -597813.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -598292.687500 Penalty: 4391.417969
	Iteration 4F: 3 clusters Score -598292.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -598689.312500 Penalty: 4391.417969
	Iteration 5F: 3 clusters Score -598689.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -599006.625000 Penalty: 4391.417969
	Iteration 6F: 3 clusters Score -599006.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -599205.625000 Penalty: 4391.417969
	Iteration 7Q: 3 clusters Score -599205.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -599366.625000 Penalty: 4391.417969
	Iteration 8Q: 3 clusters Score -599366.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -599498.000000 Penalty: 4391.417969
	Iteration 9Q: 3 clusters Score -599498 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -599610.250000 Penalty: 4391.417969
	Iteration 10Q: 3 clusters Score -599610.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -599678.562500 Penalty: 4391.417969
	Iteration 11Q: 3 clusters Score -599678.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -599718.062500 Penalty: 4391.417969
	Iteration 12Q: 3 clusters Score -599718.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -599741.000000 Penalty: 4391.417969
	Iteration 13Q: 3 clusters Score -599741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -599756.437500 Penalty: 4391.417969
	Iteration 14Q: 3 clusters Score -599756.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -599781.562500 Penalty: 4391.417969
	Iteration 15Q: 3 clusters Score -599781.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -599799.625000 Penalty: 4391.417969
	Iteration 16Q: 3 clusters Score -599799.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -599811.375000 Penalty: 4391.417969
	Iteration 17Q: 3 clusters Score -599811.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -599821.875000 Penalty: 4391.417969
	Iteration 18Q: 3 clusters Score -599821.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -599828.937500 Penalty: 4391.417969
	Iteration 19Q: 3 clusters Score -599828.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -599832.500000 Penalty: 4391.417969
	Iteration 20F: 3 clusters Score -599832.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -599835.125000 Penalty: 4391.417969
	Iteration 21Q: 3 clusters Score -599835.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -599839.187500 Penalty: 4391.417969
	Iteration 22Q: 3 clusters Score -599839.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -599840.687500 Penalty: 4391.417969
	Iteration 23Q: 3 clusters Score -599840.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -599846.562500 Penalty: 4391.417969
	Iteration 24Q: 3 clusters Score -599846.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -599852.312500 Penalty: 4391.417969
	Iteration 25Q: 3 clusters Score -599852.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -599858.812500 Penalty: 4391.417969
	Iteration 26Q: 3 clusters Score -599858.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -599864.812500 Penalty: 4391.417969
	Iteration 27Q: 3 clusters Score -599864.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -599873.187500 Penalty: 4391.417969
	Iteration 28Q: 3 clusters Score -599873.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -599881.000000 Penalty: 4391.417969
	Iteration 29Q: 3 clusters Score -599881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -599886.687500 Penalty: 4391.417969
	Iteration 30Q: 3 clusters Score -599886.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -599888.500000 Penalty: 4391.417969
	Iteration 31Q: 3 clusters Score -599888.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -599889.625000 Penalty: 4391.417969
	Iteration 32Q: 3 clusters Score -599889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -599889.187500 Penalty: 4391.417969
	Iteration 33Q: 3 clusters Score -599889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -599891.625000 Penalty: 4391.417969
	Iteration 34Q: 3 clusters Score -599891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -599893.250000 Penalty: 4391.417969
	Iteration 35Q: 3 clusters Score -599893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -599892.562500 Penalty: 4391.417969
	Iteration 36Q: 3 clusters Score -599892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -599895.750000 Penalty: 4391.417969
	Iteration 37Q: 3 clusters Score -599895.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -599897.125000 Penalty: 4391.417969
	Iteration 38Q: 3 clusters Score -599897.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -599899.125000 Penalty: 4391.417969
	Iteration 39Q: 3 clusters Score -599899.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -599899.437500 Penalty: 4391.417969
	Iteration 40F: 3 clusters Score -599899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -599900.250000 Penalty: 4391.417969
	Iteration 41Q: 3 clusters Score -599900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -599900.250000 Penalty: 4391.417969
	Iteration 42F: 3 clusters Score -599900.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (289846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289846 members 
Entering Unmasked Estep 
Score: -28994842.000000 Penalty: 3119.121826
	Iteration 0F: 2 clusters Score -2.899484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145108 members 
Mstep: Class 2 contains 144738 members 
Entering Unmasked Estep 
Score: -28811264.000000 Penalty: 6238.243652
	Iteration 0F: 3 clusters Score -2.881126e+07 nChanged 140118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146432 members 
Mstep: Class 2 contains 143414 members 
Entering Unmasked Estep 
Score: -28895482.000000 Penalty: 6238.243652
	Iteration 1F: 3 clusters Score -2.889548e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147849 members 
Mstep: Class 2 contains 141997 members 
Entering Unmasked Estep 
Score: -28898058.000000 Penalty: 6238.243652
	Iteration 2Q: 3 clusters Score -2.889806e+07 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150033 members 
Mstep: Class 2 contains 139813 members 
Entering Unmasked Estep 
Score: -28902292.000000 Penalty: 6238.243652
	Iteration 3Q: 3 clusters Score -2.890229e+07 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153017 members 
Mstep: Class 2 contains 136829 members 
Entering Unmasked Estep 
Score: -28908438.000000 Penalty: 6238.243652
	Iteration 4Q: 3 clusters Score -2.890844e+07 nChanged 14953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156558 members 
Mstep: Class 2 contains 133288 members 
Entering Unmasked Estep 
Score: -28916744.000000 Penalty: 6238.243652
	Iteration 5F: 3 clusters Score -2.891674e+07 nChanged 16663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159831 members 
Mstep: Class 2 contains 130015 members 
Entering Unmasked Estep 
Score: -28926354.000000 Penalty: 6238.243652
	Iteration 6F: 3 clusters Score -2.892635e+07 nChanged 17173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162336 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -28936254.000000 Penalty: 6238.243652
	Iteration 7F: 3 clusters Score -2.893625e+07 nChanged 16957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163577 members 
Mstep: Class 2 contains 126269 members 
Entering Unmasked Estep 
Score: -28946036.000000 Penalty: 6238.243652
	Iteration 8F: 3 clusters Score -2.894604e+07 nChanged 15993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163324 members 
Mstep: Class 2 contains 126522 members 
Entering Unmasked Estep 
Score: -28955748.000000 Penalty: 6238.243652
	Iteration 9F: 3 clusters Score -2.895575e+07 nChanged 13476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162140 members 
Mstep: Class 2 contains 127706 members 
Entering Unmasked Estep 
Score: -28962638.000000 Penalty: 6238.243652
	Iteration 10Q: 3 clusters Score -2.896264e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160672 members 
Mstep: Class 2 contains 129174 members 
Entering Unmasked Estep 
Score: -28965394.000000 Penalty: 6238.243652
	Iteration 11Q: 3 clusters Score -2.896539e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 130367 members 
Entering Unmasked Estep 
Score: -28966366.000000 Penalty: 6238.243652
	Iteration 12Q: 3 clusters Score -2.896637e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158498 members 
Mstep: Class 2 contains 131348 members 
Entering Unmasked Estep 
Score: -28967174.000000 Penalty: 6238.243652
	Iteration 13Q: 3 clusters Score -2.896717e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157607 members 
Mstep: Class 2 contains 132239 members 
Entering Unmasked Estep 
Score: -28967626.000000 Penalty: 6238.243652
	Iteration 14Q: 3 clusters Score -2.896763e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156748 members 
Mstep: Class 2 contains 133098 members 
Entering Unmasked Estep 
Score: -28968014.000000 Penalty: 6238.243652
	Iteration 15Q: 3 clusters Score -2.896801e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155847 members 
Mstep: Class 2 contains 133999 members 
Entering Unmasked Estep 
Score: -28968424.000000 Penalty: 6238.243652
	Iteration 16Q: 3 clusters Score -2.896842e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154934 members 
Mstep: Class 2 contains 134912 members 
Entering Unmasked Estep 
Score: -28968764.000000 Penalty: 6238.243652
	Iteration 17Q: 3 clusters Score -2.896876e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154072 members 
Mstep: Class 2 contains 135774 members 
Entering Unmasked Estep 
Score: -28968834.000000 Penalty: 6238.243652
	Iteration 18Q: 3 clusters Score -2.896883e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 136613 members 
Entering Unmasked Estep 
Score: -28969154.000000 Penalty: 6238.243652
	Iteration 19Q: 3 clusters Score -2.896915e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152368 members 
Mstep: Class 2 contains 137478 members 
Entering Unmasked Estep 
Score: -28969474.000000 Penalty: 6238.243652
	Iteration 20F: 3 clusters Score -2.896947e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151420 members 
Mstep: Class 2 contains 138426 members 
Entering Unmasked Estep 
Score: -28969748.000000 Penalty: 6238.243652
	Iteration 21Q: 3 clusters Score -2.896975e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150379 members 
Mstep: Class 2 contains 139467 members 
Entering Unmasked Estep 
Score: -28969904.000000 Penalty: 6238.243652
	Iteration 22Q: 3 clusters Score -2.89699e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149254 members 
Mstep: Class 2 contains 140592 members 
Entering Unmasked Estep 
Score: -28970076.000000 Penalty: 6238.243652
	Iteration 23Q: 3 clusters Score -2.897008e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148073 members 
Mstep: Class 2 contains 141773 members 
Entering Unmasked Estep 
Score: -28970264.000000 Penalty: 6238.243652
	Iteration 24Q: 3 clusters Score -2.897026e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146745 members 
Mstep: Class 2 contains 143101 members 
Entering Unmasked Estep 
Score: -28970444.000000 Penalty: 6238.243652
	Iteration 25Q: 3 clusters Score -2.897044e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145401 members 
Mstep: Class 2 contains 144445 members 
Entering Unmasked Estep 
Score: -28970640.000000 Penalty: 6238.243652
	Iteration 26Q: 3 clusters Score -2.897064e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143906 members 
Mstep: Class 2 contains 145940 members 
Entering Unmasked Estep 
Score: -28970880.000000 Penalty: 6238.243652
	Iteration 27Q: 3 clusters Score -2.897088e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142294 members 
Mstep: Class 2 contains 147552 members 
Entering Unmasked Estep 
Score: -28971152.000000 Penalty: 6238.243652
	Iteration 28Q: 3 clusters Score -2.897115e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140599 members 
Mstep: Class 2 contains 149247 members 
Entering Unmasked Estep 
Score: -28971380.000000 Penalty: 6238.243652
	Iteration 29Q: 3 clusters Score -2.897138e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138779 members 
Mstep: Class 2 contains 151067 members 
Entering Unmasked Estep 
Score: -28971796.000000 Penalty: 6238.243652
	Iteration 30Q: 3 clusters Score -2.89718e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136608 members 
Mstep: Class 2 contains 153238 members 
Entering Unmasked Estep 
Score: -28972146.000000 Penalty: 6238.243652
	Iteration 31Q: 3 clusters Score -2.897215e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134158 members 
Mstep: Class 2 contains 155688 members 
Entering Unmasked Estep 
Score: -28972554.000000 Penalty: 6238.243652
	Iteration 32Q: 3 clusters Score -2.897255e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131412 members 
Mstep: Class 2 contains 158434 members 
Entering Unmasked Estep 
Score: -28973180.000000 Penalty: 6238.243652
	Iteration 33Q: 3 clusters Score -2.897318e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128410 members 
Mstep: Class 2 contains 161436 members 
Entering Unmasked Estep 
Score: -28973970.000000 Penalty: 6238.243652
	Iteration 34Q: 3 clusters Score -2.897397e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 164723 members 
Entering Unmasked Estep 
Score: -28974808.000000 Penalty: 6238.243652
	Iteration 35Q: 3 clusters Score -2.897481e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121747 members 
Mstep: Class 2 contains 168099 members 
Entering Unmasked Estep 
Score: -28975552.000000 Penalty: 6238.243652
	Iteration 36Q: 3 clusters Score -2.897555e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118270 members 
Mstep: Class 2 contains 171576 members 
Entering Unmasked Estep 
Score: -28976516.000000 Penalty: 6238.243652
	Iteration 37Q: 3 clusters Score -2.897652e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114586 members 
Mstep: Class 2 contains 175260 members 
Entering Unmasked Estep 
Score: -28977494.000000 Penalty: 6238.243652
	Iteration 38Q: 3 clusters Score -2.897749e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110592 members 
Mstep: Class 2 contains 179254 members 
Entering Unmasked Estep 
Score: -28978634.000000 Penalty: 6238.243652
	Iteration 39Q: 3 clusters Score -2.897863e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106422 members 
Mstep: Class 2 contains 183424 members 
Entering Unmasked Estep 
Score: -28980008.000000 Penalty: 6238.243652
	Iteration 40F: 3 clusters Score -2.898001e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102277 members 
Mstep: Class 2 contains 187569 members 
Entering Unmasked Estep 
Score: -28981176.000000 Penalty: 6238.243652
	Iteration 41Q: 3 clusters Score -2.898118e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98245 members 
Mstep: Class 2 contains 191601 members 
Entering Unmasked Estep 
Score: -28982182.000000 Penalty: 6238.243652
	Iteration 42Q: 3 clusters Score -2.898218e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 195498 members 
Entering Unmasked Estep 
Score: -28982834.000000 Penalty: 6238.243652
	Iteration 43Q: 3 clusters Score -2.898283e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90553 members 
Mstep: Class 2 contains 199293 members 
Entering Unmasked Estep 
Score: -28983514.000000 Penalty: 6238.243652
	Iteration 44Q: 3 clusters Score -2.898351e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 203023 members 
Entering Unmasked Estep 
Score: -28984294.000000 Penalty: 6238.243652
	Iteration 45Q: 3 clusters Score -2.898429e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 206648 members 
Entering Unmasked Estep 
Score: -28985056.000000 Penalty: 6238.243652
	Iteration 46Q: 3 clusters Score -2.898506e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79670 members 
Mstep: Class 2 contains 210176 members 
Entering Unmasked Estep 
Score: -28985812.000000 Penalty: 6238.243652
	Iteration 47Q: 3 clusters Score -2.898581e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76400 members 
Mstep: Class 2 contains 213446 members 
Entering Unmasked Estep 
Score: -28986428.000000 Penalty: 6238.243652
	Iteration 48Q: 3 clusters Score -2.898643e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 216563 members 
Entering Unmasked Estep 
Score: -28987008.000000 Penalty: 6238.243652
	Iteration 49Q: 3 clusters Score -2.898701e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 219477 members 
Entering Unmasked Estep 
Score: -28987578.000000 Penalty: 6238.243652
	Iteration 50Q: 3 clusters Score -2.898758e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 222196 members 
Entering Unmasked Estep 
Score: -28987942.000000 Penalty: 6238.243652
	Iteration 51Q: 3 clusters Score -2.898794e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 224815 members 
Entering Unmasked Estep 
Score: -28988132.000000 Penalty: 6238.243652
	Iteration 52Q: 3 clusters Score -2.898813e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 227222 members 
Entering Unmasked Estep 
Score: -28988394.000000 Penalty: 6238.243652
	Iteration 53Q: 3 clusters Score -2.898839e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 229441 members 
Entering Unmasked Estep 
Score: -28988668.000000 Penalty: 6238.243652
	Iteration 54Q: 3 clusters Score -2.898867e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 231478 members 
Entering Unmasked Estep 
Score: -28989046.000000 Penalty: 6238.243652
	Iteration 55Q: 3 clusters Score -2.898905e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 233434 members 
Entering Unmasked Estep 
Score: -28989402.000000 Penalty: 6238.243652
	Iteration 56Q: 3 clusters Score -2.89894e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 235332 members 
Entering Unmasked Estep 
Score: -28989694.000000 Penalty: 6238.243652
	Iteration 57Q: 3 clusters Score -2.898969e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 237213 members 
Entering Unmasked Estep 
Score: -28989786.000000 Penalty: 6238.243652
	Iteration 58Q: 3 clusters Score -2.898979e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 238945 members 
Entering Unmasked Estep 
Score: -28990038.000000 Penalty: 6238.243652
	Iteration 59Q: 3 clusters Score -2.899004e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 240523 members 
Entering Unmasked Estep 
Score: -28990212.000000 Penalty: 6238.243652
	Iteration 60F: 3 clusters Score -2.899021e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 241901 members 
Entering Unmasked Estep 
Score: -28990290.000000 Penalty: 6238.243652
	Iteration 61Q: 3 clusters Score -2.899029e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 243141 members 
Entering Unmasked Estep 
Score: -28990300.000000 Penalty: 6238.243652
	Iteration 62Q: 3 clusters Score -2.89903e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 244259 members 
Entering Unmasked Estep 
Score: -28990424.000000 Penalty: 6238.243652
	Iteration 63Q: 3 clusters Score -2.899042e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 245306 members 
Entering Unmasked Estep 
Score: -28990514.000000 Penalty: 6238.243652
	Iteration 64Q: 3 clusters Score -2.899051e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 246274 members 
Entering Unmasked Estep 
Score: -28990426.000000 Penalty: 6238.243652
	Iteration 65Q: 3 clusters Score -2.899043e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 247169 members 
Entering Unmasked Estep 
Score: -28990358.000000 Penalty: 6238.243652
	Iteration 66Q: 3 clusters Score -2.899036e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 248001 members 
Entering Unmasked Estep 
Score: -28990528.000000 Penalty: 6238.243652
	Iteration 67Q: 3 clusters Score -2.899053e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 248799 members 
Entering Unmasked Estep 
Score: -28990518.000000 Penalty: 6238.243652
	Iteration 68Q: 3 clusters Score -2.899052e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 249570 members 
Entering Unmasked Estep 
Score: -28990626.000000 Penalty: 6238.243652
	Iteration 69Q: 3 clusters Score -2.899063e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 250295 members 
Entering Unmasked Estep 
Score: -28990548.000000 Penalty: 6238.243652
	Iteration 70Q: 3 clusters Score -2.899055e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 250989 members 
Entering Unmasked Estep 
Score: -28990610.000000 Penalty: 6238.243652
	Iteration 71Q: 3 clusters Score -2.899061e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 251662 members 
Entering Unmasked Estep 
Score: -28990614.000000 Penalty: 6238.243652
	Iteration 72Q: 3 clusters Score -2.899061e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 252283 members 
Entering Unmasked Estep 
Score: -28990564.000000 Penalty: 6238.243652
	Iteration 73Q: 3 clusters Score -2.899056e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 252923 members 
Entering Unmasked Estep 
Score: -28990494.000000 Penalty: 6238.243652
	Iteration 74Q: 3 clusters Score -2.899049e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 253614 members 
Entering Unmasked Estep 
Score: -28990472.000000 Penalty: 6238.243652
	Iteration 75Q: 3 clusters Score -2.899047e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 254279 members 
Entering Unmasked Estep 
Score: -28990540.000000 Penalty: 6238.243652
	Iteration 76Q: 3 clusters Score -2.899054e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 254931 members 
Entering Unmasked Estep 
Score: -28990536.000000 Penalty: 6238.243652
	Iteration 77Q: 3 clusters Score -2.899054e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 255534 members 
Entering Unmasked Estep 
Score: -28990550.000000 Penalty: 6238.243652
	Iteration 78Q: 3 clusters Score -2.899055e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 256173 members 
Entering Unmasked Estep 
Score: -28990520.000000 Penalty: 6238.243652
	Iteration 79Q: 3 clusters Score -2.899052e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 256748 members 
Entering Unmasked Estep 
Score: -28990534.000000 Penalty: 6238.243652
	Iteration 80F: 3 clusters Score -2.899053e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 257295 members 
Entering Unmasked Estep 
Score: -28990532.000000 Penalty: 6238.243652
	Iteration 81Q: 3 clusters Score -2.899053e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 257844 members 
Entering Unmasked Estep 
Score: -28990456.000000 Penalty: 6238.243652
	Iteration 82Q: 3 clusters Score -2.899046e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 258341 members 
Entering Unmasked Estep 
Score: -28990404.000000 Penalty: 6238.243652
	Iteration 83Q: 3 clusters Score -2.89904e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 258876 members 
Entering Unmasked Estep 
Score: -28990452.000000 Penalty: 6238.243652
	Iteration 84Q: 3 clusters Score -2.899045e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 259373 members 
Entering Unmasked Estep 
Score: -28990470.000000 Penalty: 6238.243652
	Iteration 85Q: 3 clusters Score -2.899047e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 259840 members 
Entering Unmasked Estep 
Score: -28990504.000000 Penalty: 6238.243652
	Iteration 86Q: 3 clusters Score -2.89905e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 260294 members 
Entering Unmasked Estep 
Score: -28990466.000000 Penalty: 6238.243652
	Iteration 87Q: 3 clusters Score -2.899047e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 260710 members 
Entering Unmasked Estep 
Score: -28990466.000000 Penalty: 6238.243652
	Iteration 88Q: 3 clusters Score -2.899047e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 261135 members 
Entering Unmasked Estep 
Score: -28990460.000000 Penalty: 6238.243652
	Iteration 89Q: 3 clusters Score -2.899046e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 261544 members 
Entering Unmasked Estep 
Score: -28990456.000000 Penalty: 6238.243652
	Iteration 90Q: 3 clusters Score -2.899046e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 261945 members 
Entering Unmasked Estep 
Score: -28990460.000000 Penalty: 6238.243652
	Iteration 91Q: 3 clusters Score -2.899046e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 262341 members 
Entering Unmasked Estep 
Score: -28990458.000000 Penalty: 6238.243652
	Iteration 92Q: 3 clusters Score -2.899046e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 262732 members 
Entering Unmasked Estep 
Score: -28990468.000000 Penalty: 6238.243652
	Iteration 93Q: 3 clusters Score -2.899047e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 263134 members 
Entering Unmasked Estep 
Score: -28990512.000000 Penalty: 6238.243652
	Iteration 94Q: 3 clusters Score -2.899051e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 263506 members 
Entering Unmasked Estep 
Score: -28990558.000000 Penalty: 6238.243652
	Iteration 95Q: 3 clusters Score -2.899056e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 263884 members 
Entering Unmasked Estep 
Score: -28990568.000000 Penalty: 6238.243652
	Iteration 96Q: 3 clusters Score -2.899057e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 264293 members 
Entering Unmasked Estep 
Score: -28990488.000000 Penalty: 6238.243652
	Iteration 97Q: 3 clusters Score -2.899049e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 264685 members 
Entering Unmasked Estep 
Score: -28990526.000000 Penalty: 6238.243652
	Iteration 98Q: 3 clusters Score -2.899053e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 265054 members 
Entering Unmasked Estep 
Score: -28990598.000000 Penalty: 6238.243652
	Iteration 99Q: 3 clusters Score -2.89906e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 265447 members 
Entering Unmasked Estep 
Score: -28990644.000000 Penalty: 6238.243652
	Iteration 100F: 3 clusters Score -2.899064e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 265853 members 
Entering Unmasked Estep 
Score: -28990676.000000 Penalty: 6238.243652
	Iteration 101Q: 3 clusters Score -2.899068e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 266248 members 
Entering Unmasked Estep 
Score: -28990762.000000 Penalty: 6238.243652
	Iteration 102Q: 3 clusters Score -2.899076e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 266636 members 
Entering Unmasked Estep 
Score: -28990856.000000 Penalty: 6238.243652
	Iteration 103Q: 3 clusters Score -2.899086e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 267006 members 
Entering Unmasked Estep 
Score: -28990918.000000 Penalty: 6238.243652
	Iteration 104Q: 3 clusters Score -2.899092e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 267368 members 
Entering Unmasked Estep 
Score: -28990954.000000 Penalty: 6238.243652
	Iteration 105Q: 3 clusters Score -2.899095e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 267688 members 
Entering Unmasked Estep 
Score: -28991000.000000 Penalty: 6238.243652
	Iteration 106Q: 3 clusters Score -2.8991e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 267982 members 
Entering Unmasked Estep 
Score: -28991034.000000 Penalty: 6238.243652
	Iteration 107Q: 3 clusters Score -2.899103e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 268256 members 
Entering Unmasked Estep 
Score: -28991076.000000 Penalty: 6238.243652
	Iteration 108Q: 3 clusters Score -2.899108e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 268553 members 
Entering Unmasked Estep 
Score: -28991092.000000 Penalty: 6238.243652
	Iteration 109Q: 3 clusters Score -2.899109e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 268872 members 
Entering Unmasked Estep 
Score: -28991128.000000 Penalty: 6238.243652
	Iteration 110Q: 3 clusters Score -2.899113e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 269220 members 
Entering Unmasked Estep 
Score: -28991180.000000 Penalty: 6238.243652
	Iteration 111Q: 3 clusters Score -2.899118e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 269579 members 
Entering Unmasked Estep 
Score: -28991268.000000 Penalty: 6238.243652
	Iteration 112Q: 3 clusters Score -2.899127e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 269922 members 
Entering Unmasked Estep 
Score: -28991344.000000 Penalty: 6238.243652
	Iteration 113Q: 3 clusters Score -2.899134e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 270268 members 
Entering Unmasked Estep 
Score: -28991322.000000 Penalty: 6238.243652
	Iteration 114Q: 3 clusters Score -2.899132e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 270607 members 
Entering Unmasked Estep 
Score: -28991368.000000 Penalty: 6238.243652
	Iteration 115Q: 3 clusters Score -2.899137e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 270946 members 
Entering Unmasked Estep 
Score: -28991378.000000 Penalty: 6238.243652
	Iteration 116Q: 3 clusters Score -2.899138e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 271269 members 
Entering Unmasked Estep 
Score: -28991344.000000 Penalty: 6238.243652
	Iteration 117Q: 3 clusters Score -2.899134e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 271569 members 
Entering Unmasked Estep 
Score: -28991282.000000 Penalty: 6238.243652
	Iteration 118Q: 3 clusters Score -2.899128e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 271852 members 
Entering Unmasked Estep 
Score: -28991264.000000 Penalty: 6238.243652
	Iteration 119Q: 3 clusters Score -2.899126e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 272136 members 
Entering Unmasked Estep 
Score: -28991310.000000 Penalty: 6238.243652
	Iteration 120F: 3 clusters Score -2.899131e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 272413 members 
Entering Unmasked Estep 
Score: -28991332.000000 Penalty: 6238.243652
	Iteration 121Q: 3 clusters Score -2.899133e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 272693 members 
Entering Unmasked Estep 
Score: -28991366.000000 Penalty: 6238.243652
	Iteration 122Q: 3 clusters Score -2.899137e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 272983 members 
Entering Unmasked Estep 
Score: -28991412.000000 Penalty: 6238.243652
	Iteration 123Q: 3 clusters Score -2.899141e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 273252 members 
Entering Unmasked Estep 
Score: -28991414.000000 Penalty: 6238.243652
	Iteration 124Q: 3 clusters Score -2.899141e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 273516 members 
Entering Unmasked Estep 
Score: -28991466.000000 Penalty: 6238.243652
	Iteration 125Q: 3 clusters Score -2.899147e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 273762 members 
Entering Unmasked Estep 
Score: -28991492.000000 Penalty: 6238.243652
	Iteration 126Q: 3 clusters Score -2.899149e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 273999 members 
Entering Unmasked Estep 
Score: -28991562.000000 Penalty: 6238.243652
	Iteration 127Q: 3 clusters Score -2.899156e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 274247 members 
Entering Unmasked Estep 
Score: -28991684.000000 Penalty: 6238.243652
	Iteration 128Q: 3 clusters Score -2.899168e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 274511 members 
Entering Unmasked Estep 
Score: -28991666.000000 Penalty: 6238.243652
	Iteration 129Q: 3 clusters Score -2.899167e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 274754 members 
Entering Unmasked Estep 
Score: -28991738.000000 Penalty: 6238.243652
	Iteration 130Q: 3 clusters Score -2.899174e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 274963 members 
Entering Unmasked Estep 
Score: -28991840.000000 Penalty: 6238.243652
	Iteration 131Q: 3 clusters Score -2.899184e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 275167 members 
Entering Unmasked Estep 
Score: -28991864.000000 Penalty: 6238.243652
	Iteration 132Q: 3 clusters Score -2.899186e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 275375 members 
Entering Unmasked Estep 
Score: -28991890.000000 Penalty: 6238.243652
	Iteration 133Q: 3 clusters Score -2.899189e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 275582 members 
Entering Unmasked Estep 
Score: -28991948.000000 Penalty: 6238.243652
	Iteration 134Q: 3 clusters Score -2.899195e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 275775 members 
Entering Unmasked Estep 
Score: -28991946.000000 Penalty: 6238.243652
	Iteration 135Q: 3 clusters Score -2.899195e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 275963 members 
Entering Unmasked Estep 
Score: -28991960.000000 Penalty: 6238.243652
	Iteration 136Q: 3 clusters Score -2.899196e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 276140 members 
Entering Unmasked Estep 
Score: -28992020.000000 Penalty: 6238.243652
	Iteration 137Q: 3 clusters Score -2.899202e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 276310 members 
Entering Unmasked Estep 
Score: -28992002.000000 Penalty: 6238.243652
	Iteration 138Q: 3 clusters Score -2.8992e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 276494 members 
Entering Unmasked Estep 
Score: -28992024.000000 Penalty: 6238.243652
	Iteration 139Q: 3 clusters Score -2.899202e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 276675 members 
Entering Unmasked Estep 
Score: -28992052.000000 Penalty: 6238.243652
	Iteration 140F: 3 clusters Score -2.899205e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 276867 members 
Entering Unmasked Estep 
Score: -28992114.000000 Penalty: 6238.243652
	Iteration 141Q: 3 clusters Score -2.899211e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 277033 members 
Entering Unmasked Estep 
Score: -28992154.000000 Penalty: 6238.243652
	Iteration 142Q: 3 clusters Score -2.899215e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 277162 members 
Entering Unmasked Estep 
Score: -28992170.000000 Penalty: 6238.243652
	Iteration 143Q: 3 clusters Score -2.899217e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 277266 members 
Entering Unmasked Estep 
Score: -28992170.000000 Penalty: 6238.243652
	Iteration 144Q: 3 clusters Score -2.899217e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 277376 members 
Entering Unmasked Estep 
Score: -28992192.000000 Penalty: 6238.243652
	Iteration 145Q: 3 clusters Score -2.899219e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 277487 members 
Entering Unmasked Estep 
Score: -28992202.000000 Penalty: 6238.243652
	Iteration 146Q: 3 clusters Score -2.89922e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 277594 members 
Entering Unmasked Estep 
Score: -28992212.000000 Penalty: 6238.243652
	Iteration 147Q: 3 clusters Score -2.899221e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 277702 members 
Entering Unmasked Estep 
Score: -28992270.000000 Penalty: 6238.243652
	Iteration 148Q: 3 clusters Score -2.899227e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 277806 members 
Entering Unmasked Estep 
Score: -28992274.000000 Penalty: 6238.243652
	Iteration 149Q: 3 clusters Score -2.899227e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 277912 members 
Entering Unmasked Estep 
Score: -28992304.000000 Penalty: 6238.243652
	Iteration 150Q: 3 clusters Score -2.89923e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 278018 members 
Entering Unmasked Estep 
Score: -28992306.000000 Penalty: 6238.243652
	Iteration 151Q: 3 clusters Score -2.899231e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 278125 members 
Entering Unmasked Estep 
Score: -28992360.000000 Penalty: 6238.243652
	Iteration 152Q: 3 clusters Score -2.899236e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 278232 members 
Entering Unmasked Estep 
Score: -28992382.000000 Penalty: 6238.243652
	Iteration 153Q: 3 clusters Score -2.899238e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 278316 members 
Entering Unmasked Estep 
Score: -28992418.000000 Penalty: 6238.243652
	Iteration 154Q: 3 clusters Score -2.899242e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 278401 members 
Entering Unmasked Estep 
Score: -28992450.000000 Penalty: 6238.243652
	Iteration 155Q: 3 clusters Score -2.899245e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 278475 members 
Entering Unmasked Estep 
Score: -28992442.000000 Penalty: 6238.243652
	Iteration 156Q: 3 clusters Score -2.899244e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 278555 members 
Entering Unmasked Estep 
Score: -28992438.000000 Penalty: 6238.243652
	Iteration 157Q: 3 clusters Score -2.899244e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 278625 members 
Entering Unmasked Estep 
Score: -28992438.000000 Penalty: 6238.243652
	Iteration 158Q: 3 clusters Score -2.899244e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 278693 members 
Entering Unmasked Estep 
Score: -28992438.000000 Penalty: 6238.243652
	Iteration 159Q: 3 clusters Score -2.899244e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 278756 members 
Entering Unmasked Estep 
Score: -28992414.000000 Penalty: 6238.243652
	Iteration 160F: 3 clusters Score -2.899241e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 278816 members 
Entering Unmasked Estep 
Score: -28992398.000000 Penalty: 6238.243652
	Iteration 161Q: 3 clusters Score -2.89924e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 278876 members 
Entering Unmasked Estep 
Score: -28992432.000000 Penalty: 6238.243652
	Iteration 162Q: 3 clusters Score -2.899243e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 278935 members 
Entering Unmasked Estep 
Score: -28992422.000000 Penalty: 6238.243652
	Iteration 163Q: 3 clusters Score -2.899242e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 278989 members 
Entering Unmasked Estep 
Score: -28992456.000000 Penalty: 6238.243652
	Iteration 164Q: 3 clusters Score -2.899246e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 279043 members 
Entering Unmasked Estep 
Score: -28992428.000000 Penalty: 6238.243652
	Iteration 165Q: 3 clusters Score -2.899243e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 279087 members 
Entering Unmasked Estep 
Score: -28992460.000000 Penalty: 6238.243652
	Iteration 166Q: 3 clusters Score -2.899246e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 279129 members 
Entering Unmasked Estep 
Score: -28992436.000000 Penalty: 6238.243652
	Iteration 167Q: 3 clusters Score -2.899244e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 279176 members 
Entering Unmasked Estep 
Score: -28992430.000000 Penalty: 6238.243652
	Iteration 168Q: 3 clusters Score -2.899243e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 279212 members 
Entering Unmasked Estep 
Score: -28992512.000000 Penalty: 6238.243652
	Iteration 169Q: 3 clusters Score -2.899251e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 279246 members 
Entering Unmasked Estep 
Score: -28992482.000000 Penalty: 6238.243652
	Iteration 170Q: 3 clusters Score -2.899248e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 279275 members 
Entering Unmasked Estep 
Score: -28992496.000000 Penalty: 6238.243652
	Iteration 171Q: 3 clusters Score -2.89925e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 279298 members 
Entering Unmasked Estep 
Score: -28992478.000000 Penalty: 6238.243652
	Iteration 172Q: 3 clusters Score -2.899248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 279317 members 
Entering Unmasked Estep 
Score: -28992502.000000 Penalty: 6238.243652
	Iteration 173Q: 3 clusters Score -2.89925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 279334 members 
Entering Unmasked Estep 
Score: -28992512.000000 Penalty: 6238.243652
	Iteration 174Q: 3 clusters Score -2.899251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 279357 members 
Entering Unmasked Estep 
Score: -28992526.000000 Penalty: 6238.243652
	Iteration 175Q: 3 clusters Score -2.899253e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 279381 members 
Entering Unmasked Estep 
Score: -28992526.000000 Penalty: 6238.243652
	Iteration 176Q: 3 clusters Score -2.899253e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 279408 members 
Entering Unmasked Estep 
Score: -28992520.000000 Penalty: 6238.243652
	Iteration 177Q: 3 clusters Score -2.899252e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 279437 members 
Entering Unmasked Estep 
Score: -28992538.000000 Penalty: 6238.243652
	Iteration 178Q: 3 clusters Score -2.899254e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 279471 members 
Entering Unmasked Estep 
Score: -28992524.000000 Penalty: 6238.243652
	Iteration 179Q: 3 clusters Score -2.899252e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 279510 members 
Entering Unmasked Estep 
Score: -28992542.000000 Penalty: 6238.243652
	Iteration 180F: 3 clusters Score -2.899254e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 279563 members 
Entering Unmasked Estep 
Score: -28992554.000000 Penalty: 6238.243652
	Iteration 181Q: 3 clusters Score -2.899255e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 279609 members 
Entering Unmasked Estep 
Score: -28992578.000000 Penalty: 6238.243652
	Iteration 182Q: 3 clusters Score -2.899258e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 279647 members 
Entering Unmasked Estep 
Score: -28992564.000000 Penalty: 6238.243652
	Iteration 183Q: 3 clusters Score -2.899256e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 279687 members 
Entering Unmasked Estep 
Score: -28992588.000000 Penalty: 6238.243652
	Iteration 184Q: 3 clusters Score -2.899259e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 279720 members 
Entering Unmasked Estep 
Score: -28992594.000000 Penalty: 6238.243652
	Iteration 185Q: 3 clusters Score -2.899259e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 279756 members 
Entering Unmasked Estep 
Score: -28992640.000000 Penalty: 6238.243652
	Iteration 186Q: 3 clusters Score -2.899264e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 279795 members 
Entering Unmasked Estep 
Score: -28992646.000000 Penalty: 6238.243652
	Iteration 187Q: 3 clusters Score -2.899265e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 279835 members 
Entering Unmasked Estep 
Score: -28992640.000000 Penalty: 6238.243652
	Iteration 188Q: 3 clusters Score -2.899264e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 279876 members 
Entering Unmasked Estep 
Score: -28992656.000000 Penalty: 6238.243652
	Iteration 189Q: 3 clusters Score -2.899266e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 279919 members 
Entering Unmasked Estep 
Score: -28992680.000000 Penalty: 6238.243652
	Iteration 190Q: 3 clusters Score -2.899268e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 279964 members 
Entering Unmasked Estep 
Score: -28992694.000000 Penalty: 6238.243652
	Iteration 191Q: 3 clusters Score -2.899269e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 280009 members 
Entering Unmasked Estep 
Score: -28992686.000000 Penalty: 6238.243652
	Iteration 192Q: 3 clusters Score -2.899269e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 280053 members 
Entering Unmasked Estep 
Score: -28992668.000000 Penalty: 6238.243652
	Iteration 193Q: 3 clusters Score -2.899267e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 280103 members 
Entering Unmasked Estep 
Score: -28992694.000000 Penalty: 6238.243652
	Iteration 194Q: 3 clusters Score -2.899269e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 280151 members 
Entering Unmasked Estep 
Score: -28992714.000000 Penalty: 6238.243652
	Iteration 195Q: 3 clusters Score -2.899271e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 280187 members 
Entering Unmasked Estep 
Score: -28992682.000000 Penalty: 6238.243652
	Iteration 196Q: 3 clusters Score -2.899268e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 280224 members 
Entering Unmasked Estep 
Score: -28992692.000000 Penalty: 6238.243652
	Iteration 197Q: 3 clusters Score -2.899269e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 280264 members 
Entering Unmasked Estep 
Score: -28992712.000000 Penalty: 6238.243652
	Iteration 198Q: 3 clusters Score -2.899271e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 280306 members 
Entering Unmasked Estep 
Score: -28992670.000000 Penalty: 6238.243652
	Iteration 199Q: 3 clusters Score -2.899267e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 280344 members 
Entering Unmasked Estep 
Score: -28992690.000000 Penalty: 6238.243652
	Iteration 200F: 3 clusters Score -2.899269e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 280382 members 
Entering Unmasked Estep 
Score: -28992702.000000 Penalty: 6238.243652
	Iteration 201Q: 3 clusters Score -2.89927e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 280408 members 
Entering Unmasked Estep 
Score: -28992740.000000 Penalty: 6238.243652
	Iteration 202Q: 3 clusters Score -2.899274e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 280433 members 
Entering Unmasked Estep 
Score: -28992738.000000 Penalty: 6238.243652
	Iteration 203Q: 3 clusters Score -2.899274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 280458 members 
Entering Unmasked Estep 
Score: -28992716.000000 Penalty: 6238.243652
	Iteration 204Q: 3 clusters Score -2.899272e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 280480 members 
Entering Unmasked Estep 
Score: -28992708.000000 Penalty: 6238.243652
	Iteration 205Q: 3 clusters Score -2.899271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 280495 members 
Entering Unmasked Estep 
Score: -28992660.000000 Penalty: 6238.243652
	Iteration 206Q: 3 clusters Score -2.899266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 280511 members 
Entering Unmasked Estep 
Score: -28992682.000000 Penalty: 6238.243652
	Iteration 207Q: 3 clusters Score -2.899268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 280526 members 
Entering Unmasked Estep 
Score: -28992682.000000 Penalty: 6238.243652
	Iteration 208Q: 3 clusters Score -2.899268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 280542 members 
Entering Unmasked Estep 
Score: -28992692.000000 Penalty: 6238.243652
	Iteration 209Q: 3 clusters Score -2.899269e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 280562 members 
Entering Unmasked Estep 
Score: -28992702.000000 Penalty: 6238.243652
	Iteration 210Q: 3 clusters Score -2.89927e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 280581 members 
Entering Unmasked Estep 
Score: -28992682.000000 Penalty: 6238.243652
	Iteration 211Q: 3 clusters Score -2.899268e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 280605 members 
Entering Unmasked Estep 
Score: -28992688.000000 Penalty: 6238.243652
	Iteration 212Q: 3 clusters Score -2.899269e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 280628 members 
Entering Unmasked Estep 
Score: -28992688.000000 Penalty: 6238.243652
	Iteration 213Q: 3 clusters Score -2.899269e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 280655 members 
Entering Unmasked Estep 
Score: -28992724.000000 Penalty: 6238.243652
	Iteration 214Q: 3 clusters Score -2.899272e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 280681 members 
Entering Unmasked Estep 
Score: -28992720.000000 Penalty: 6238.243652
	Iteration 215Q: 3 clusters Score -2.899272e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 280705 members 
Entering Unmasked Estep 
Score: -28992696.000000 Penalty: 6238.243652
	Iteration 216Q: 3 clusters Score -2.89927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 280718 members 
Entering Unmasked Estep 
Score: -28992682.000000 Penalty: 6238.243652
	Iteration 217Q: 3 clusters Score -2.899268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 280725 members 
Entering Unmasked Estep 
Score: -28992704.000000 Penalty: 6238.243652
	Iteration 218Q: 3 clusters Score -2.89927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 280732 members 
Entering Unmasked Estep 
Score: -28992708.000000 Penalty: 6238.243652
	Iteration 219Q: 3 clusters Score -2.899271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 280738 members 
Entering Unmasked Estep 
Score: -28992696.000000 Penalty: 6238.243652
	Iteration 220F: 3 clusters Score -2.89927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 280744 members 
Entering Unmasked Estep 
Score: -28992706.000000 Penalty: 6238.243652
	Iteration 221Q: 3 clusters Score -2.899271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 280752 members 
Entering Unmasked Estep 
Score: -28992694.000000 Penalty: 6238.243652
	Iteration 222Q: 3 clusters Score -2.899269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 280763 members 
Entering Unmasked Estep 
Score: -28992678.000000 Penalty: 6238.243652
	Iteration 223Q: 3 clusters Score -2.899268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 280774 members 
Entering Unmasked Estep 
Score: -28992686.000000 Penalty: 6238.243652
	Iteration 224Q: 3 clusters Score -2.899269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 280780 members 
Entering Unmasked Estep 
Score: -28992698.000000 Penalty: 6238.243652
	Iteration 225Q: 3 clusters Score -2.89927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 280784 members 
Entering Unmasked Estep 
Score: -28992686.000000 Penalty: 6238.243652
	Iteration 226Q: 3 clusters Score -2.899269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 280788 members 
Entering Unmasked Estep 
Score: -28992698.000000 Penalty: 6238.243652
	Iteration 227Q: 3 clusters Score -2.89927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 280792 members 
Entering Unmasked Estep 
Score: -28992694.000000 Penalty: 6238.243652
	Iteration 228Q: 3 clusters Score -2.899269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 280797 members 
Entering Unmasked Estep 
Score: -28992708.000000 Penalty: 6238.243652
	Iteration 229Q: 3 clusters Score -2.899271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 280801 members 
Entering Unmasked Estep 
Score: -28992710.000000 Penalty: 6238.243652
	Iteration 230Q: 3 clusters Score -2.899271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 280811 members 
Entering Unmasked Estep 
Score: -28992698.000000 Penalty: 6238.243652
	Iteration 231Q: 3 clusters Score -2.89927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 280819 members 
Entering Unmasked Estep 
Score: -28992676.000000 Penalty: 6238.243652
	Iteration 232Q: 3 clusters Score -2.899268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 280825 members 
Entering Unmasked Estep 
Score: -28992686.000000 Penalty: 6238.243652
	Iteration 233Q: 3 clusters Score -2.899269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 280826 members 
Entering Unmasked Estep 
Score: -28992686.000000 Penalty: 6238.243652
	Iteration 234Q: 3 clusters Score -2.899269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 280829 members 
Entering Unmasked Estep 
Score: -28992700.000000 Penalty: 6238.243652
	Iteration 235Q: 3 clusters Score -2.89927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 280837 members 
Entering Unmasked Estep 
Score: -28992694.000000 Penalty: 6238.243652
	Iteration 236Q: 3 clusters Score -2.899269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 280845 members 
Entering Unmasked Estep 
Score: -28992706.000000 Penalty: 6238.243652
	Iteration 237Q: 3 clusters Score -2.899271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 280849 members 
Entering Unmasked Estep 
Score: -28992696.000000 Penalty: 6238.243652
	Iteration 238Q: 3 clusters Score -2.89927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 280851 members 
Entering Unmasked Estep 
Score: -28992698.000000 Penalty: 6238.243652
	Iteration 239Q: 3 clusters Score -2.89927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 280853 members 
Entering Unmasked Estep 
Score: -28992706.000000 Penalty: 6238.243652
	Iteration 240F: 3 clusters Score -2.899271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 280856 members 
Entering Unmasked Estep 
Score: -28992700.000000 Penalty: 6238.243652
	Iteration 241Q: 3 clusters Score -2.89927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 280857 members 
Entering Unmasked Estep 
Score: -28992698.000000 Penalty: 6238.243652
	Iteration 242Q: 3 clusters Score -2.89927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 280857 members 
Entering Unmasked Estep 
Score: -28992698.000000 Penalty: 6238.243652
	Iteration 243F: 3 clusters Score -2.89927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Entering Unmasked Estep 
Score: -1530165.625000 Penalty: 2398.060547
	Iteration 0F: 2 clusters Score -1530166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1518681.625000 Penalty: 4796.121094
	Iteration 0F: 3 clusters Score -1518682 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1522340.000000 Penalty: 4796.121094
	Iteration 1F: 3 clusters Score -1522340 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1522805.500000 Penalty: 4796.121094
	Iteration 2F: 3 clusters Score -1522806 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1523288.750000 Penalty: 4796.121094
	Iteration 3F: 3 clusters Score -1523289 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1523766.875000 Penalty: 4796.121094
	Iteration 4F: 3 clusters Score -1523767 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1524244.500000 Penalty: 4796.121094
	Iteration 5F: 3 clusters Score -1524244 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1524805.125000 Penalty: 4796.121094
	Iteration 6F: 3 clusters Score -1524805 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1525409.500000 Penalty: 4796.121094
	Iteration 7F: 3 clusters Score -1525410 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1525961.500000 Penalty: 4796.121094
	Iteration 8F: 3 clusters Score -1525962 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1526453.625000 Penalty: 4796.121094
	Iteration 9Q: 3 clusters Score -1526454 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1526875.500000 Penalty: 4796.121094
	Iteration 10Q: 3 clusters Score -1526876 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1527263.375000 Penalty: 4796.121094
	Iteration 11Q: 3 clusters Score -1527263 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1527569.875000 Penalty: 4796.121094
	Iteration 12Q: 3 clusters Score -1527570 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1527817.750000 Penalty: 4796.121094
	Iteration 13Q: 3 clusters Score -1527818 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1528047.125000 Penalty: 4796.121094
	Iteration 14Q: 3 clusters Score -1528047 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1528224.125000 Penalty: 4796.121094
	Iteration 15Q: 3 clusters Score -1528224 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1528352.125000 Penalty: 4796.121094
	Iteration 16Q: 3 clusters Score -1528352 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1528450.250000 Penalty: 4796.121094
	Iteration 17Q: 3 clusters Score -1528450 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1528510.125000 Penalty: 4796.121094
	Iteration 18Q: 3 clusters Score -1528510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1528553.250000 Penalty: 4796.121094
	Iteration 19Q: 3 clusters Score -1528553 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1528583.875000 Penalty: 4796.121094
	Iteration 20F: 3 clusters Score -1528584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1528598.375000 Penalty: 4796.121094
	Iteration 21Q: 3 clusters Score -1528598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1528610.875000 Penalty: 4796.121094
	Iteration 22Q: 3 clusters Score -1528611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1528618.250000 Penalty: 4796.121094
	Iteration 23Q: 3 clusters Score -1528618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1528628.250000 Penalty: 4796.121094
	Iteration 24Q: 3 clusters Score -1528628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1528633.875000 Penalty: 4796.121094
	Iteration 25Q: 3 clusters Score -1528634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1528635.625000 Penalty: 4796.121094
	Iteration 26Q: 3 clusters Score -1528636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1528640.625000 Penalty: 4796.121094
	Iteration 27Q: 3 clusters Score -1528641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1528643.500000 Penalty: 4796.121094
	Iteration 28Q: 3 clusters Score -1528644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1528646.625000 Penalty: 4796.121094
	Iteration 29Q: 3 clusters Score -1528647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1528647.500000 Penalty: 4796.121094
	Iteration 30Q: 3 clusters Score -1528648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1528648.750000 Penalty: 4796.121094
	Iteration 31Q: 3 clusters Score -1528649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1528648.750000 Penalty: 4796.121094
	Iteration 32Q: 3 clusters Score -1528649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1528651.250000 Penalty: 4796.121094
	Iteration 33Q: 3 clusters Score -1528651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1528651.750000 Penalty: 4796.121094
	Iteration 34Q: 3 clusters Score -1528652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1528651.750000 Penalty: 4796.121094
	Iteration 35F: 3 clusters Score -1528652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Entering Unmasked Estep 
Score: -1549821.000000 Penalty: 2399.964600
	Iteration 0F: 2 clusters Score -1549821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1538343.375000 Penalty: 4799.929199
	Iteration 0F: 3 clusters Score -1538343 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1542211.250000 Penalty: 4799.929199
	Iteration 1F: 3 clusters Score -1542211 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1543205.875000 Penalty: 4799.929199
	Iteration 2F: 3 clusters Score -1543206 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1544212.375000 Penalty: 4799.929199
	Iteration 3F: 3 clusters Score -1544212 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1545228.250000 Penalty: 4799.929199
	Iteration 4F: 3 clusters Score -1545228 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1546075.750000 Penalty: 4799.929199
	Iteration 5F: 3 clusters Score -1546076 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1546811.500000 Penalty: 4799.929199
	Iteration 6F: 3 clusters Score -1546812 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1547389.750000 Penalty: 4799.929199
	Iteration 7F: 3 clusters Score -1547390 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1547827.500000 Penalty: 4799.929199
	Iteration 8Q: 3 clusters Score -1547828 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1548206.750000 Penalty: 4799.929199
	Iteration 9Q: 3 clusters Score -1548207 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1548540.375000 Penalty: 4799.929199
	Iteration 10Q: 3 clusters Score -1548540 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1548813.000000 Penalty: 4799.929199
	Iteration 11Q: 3 clusters Score -1548813 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1549048.625000 Penalty: 4799.929199
	Iteration 12Q: 3 clusters Score -1549049 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1549223.875000 Penalty: 4799.929199
	Iteration 13Q: 3 clusters Score -1549224 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1549349.500000 Penalty: 4799.929199
	Iteration 14Q: 3 clusters Score -1549350 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1549442.250000 Penalty: 4799.929199
	Iteration 15Q: 3 clusters Score -1549442 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1549527.375000 Penalty: 4799.929199
	Iteration 16Q: 3 clusters Score -1549527 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1549596.500000 Penalty: 4799.929199
	Iteration 17Q: 3 clusters Score -1549596 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1549632.500000 Penalty: 4799.929199
	Iteration 18Q: 3 clusters Score -1549632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1549660.625000 Penalty: 4799.929199
	Iteration 19Q: 3 clusters Score -1549661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1549678.875000 Penalty: 4799.929199
	Iteration 20F: 3 clusters Score -1549679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1549692.750000 Penalty: 4799.929199
	Iteration 21Q: 3 clusters Score -1549693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1549696.250000 Penalty: 4799.929199
	Iteration 22Q: 3 clusters Score -1549696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1549704.250000 Penalty: 4799.929199
	Iteration 23Q: 3 clusters Score -1549704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1549709.125000 Penalty: 4799.929199
	Iteration 24Q: 3 clusters Score -1549709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1549712.375000 Penalty: 4799.929199
	Iteration 25Q: 3 clusters Score -1549712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1549715.500000 Penalty: 4799.929199
	Iteration 26Q: 3 clusters Score -1549716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1549715.000000 Penalty: 4799.929199
	Iteration 27Q: 3 clusters Score -1549715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1549715.000000 Penalty: 4799.929199
	Iteration 28F: 3 clusters Score -1549715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Entering Unmasked Estep 
Score: -900323.375000 Penalty: 2257.566162
	Iteration 0F: 2 clusters Score -900323.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -893209.875000 Penalty: 4515.132324
	Iteration 0F: 3 clusters Score -893209.9 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -895256.312500 Penalty: 4515.132324
	Iteration 1F: 3 clusters Score -895256.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -895537.187500 Penalty: 4515.132324
	Iteration 2F: 3 clusters Score -895537.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -895699.187500 Penalty: 4515.132324
	Iteration 3Q: 3 clusters Score -895699.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -895836.375000 Penalty: 4515.132324
	Iteration 4Q: 3 clusters Score -895836.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -895946.250000 Penalty: 4515.132324
	Iteration 5Q: 3 clusters Score -895946.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -896059.312500 Penalty: 4515.132324
	Iteration 6Q: 3 clusters Score -896059.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -896169.500000 Penalty: 4515.132324
	Iteration 7Q: 3 clusters Score -896169.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -896291.500000 Penalty: 4515.132324
	Iteration 8Q: 3 clusters Score -896291.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -896406.000000 Penalty: 4515.132324
	Iteration 9Q: 3 clusters Score -896406 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -896492.500000 Penalty: 4515.132324
	Iteration 10Q: 3 clusters Score -896492.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -896568.250000 Penalty: 4515.132324
	Iteration 11Q: 3 clusters Score -896568.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -896645.062500 Penalty: 4515.132324
	Iteration 12Q: 3 clusters Score -896645.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -896695.562500 Penalty: 4515.132324
	Iteration 13Q: 3 clusters Score -896695.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -896745.062500 Penalty: 4515.132324
	Iteration 14Q: 3 clusters Score -896745.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -896792.625000 Penalty: 4515.132324
	Iteration 15Q: 3 clusters Score -896792.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -896850.125000 Penalty: 4515.132324
	Iteration 16Q: 3 clusters Score -896850.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -896907.750000 Penalty: 4515.132324
	Iteration 17Q: 3 clusters Score -896907.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -896962.687500 Penalty: 4515.132324
	Iteration 18Q: 3 clusters Score -896962.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -896999.937500 Penalty: 4515.132324
	Iteration 19Q: 3 clusters Score -896999.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -897029.500000 Penalty: 4515.132324
	Iteration 20F: 3 clusters Score -897029.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -897051.437500 Penalty: 4515.132324
	Iteration 21Q: 3 clusters Score -897051.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -897066.750000 Penalty: 4515.132324
	Iteration 22Q: 3 clusters Score -897066.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -897081.812500 Penalty: 4515.132324
	Iteration 23Q: 3 clusters Score -897081.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -897091.375000 Penalty: 4515.132324
	Iteration 24Q: 3 clusters Score -897091.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -897097.375000 Penalty: 4515.132324
	Iteration 25Q: 3 clusters Score -897097.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -897106.625000 Penalty: 4515.132324
	Iteration 26Q: 3 clusters Score -897106.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -897112.375000 Penalty: 4515.132324
	Iteration 27Q: 3 clusters Score -897112.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -897118.625000 Penalty: 4515.132324
	Iteration 28Q: 3 clusters Score -897118.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -897126.937500 Penalty: 4515.132324
	Iteration 29Q: 3 clusters Score -897126.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -897135.625000 Penalty: 4515.132324
	Iteration 30Q: 3 clusters Score -897135.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -897143.500000 Penalty: 4515.132324
	Iteration 31Q: 3 clusters Score -897143.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -897152.062500 Penalty: 4515.132324
	Iteration 32Q: 3 clusters Score -897152.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -897162.875000 Penalty: 4515.132324
	Iteration 33Q: 3 clusters Score -897162.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -897175.812500 Penalty: 4515.132324
	Iteration 34Q: 3 clusters Score -897175.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -897190.250000 Penalty: 4515.132324
	Iteration 35Q: 3 clusters Score -897190.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -897201.375000 Penalty: 4515.132324
	Iteration 36Q: 3 clusters Score -897201.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -897207.562500 Penalty: 4515.132324
	Iteration 37Q: 3 clusters Score -897207.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -897219.750000 Penalty: 4515.132324
	Iteration 38Q: 3 clusters Score -897219.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -897235.187500 Penalty: 4515.132324
	Iteration 39Q: 3 clusters Score -897235.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -897249.750000 Penalty: 4515.132324
	Iteration 40F: 3 clusters Score -897249.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -897261.625000 Penalty: 4515.132324
	Iteration 41Q: 3 clusters Score -897261.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -897273.750000 Penalty: 4515.132324
	Iteration 42Q: 3 clusters Score -897273.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -897290.375000 Penalty: 4515.132324
	Iteration 43Q: 3 clusters Score -897290.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -897300.875000 Penalty: 4515.132324
	Iteration 44Q: 3 clusters Score -897300.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -897312.000000 Penalty: 4515.132324
	Iteration 45Q: 3 clusters Score -897312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -897323.000000 Penalty: 4515.132324
	Iteration 46Q: 3 clusters Score -897323 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -897334.375000 Penalty: 4515.132324
	Iteration 47Q: 3 clusters Score -897334.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -897349.187500 Penalty: 4515.132324
	Iteration 48Q: 3 clusters Score -897349.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -897362.750000 Penalty: 4515.132324
	Iteration 49Q: 3 clusters Score -897362.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -897378.437500 Penalty: 4515.132324
	Iteration 50Q: 3 clusters Score -897378.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -897396.687500 Penalty: 4515.132324
	Iteration 51Q: 3 clusters Score -897396.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -897415.000000 Penalty: 4515.132324
	Iteration 52Q: 3 clusters Score -897415 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -897436.500000 Penalty: 4515.132324
	Iteration 53Q: 3 clusters Score -897436.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -897455.375000 Penalty: 4515.132324
	Iteration 54Q: 3 clusters Score -897455.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -897472.375000 Penalty: 4515.132324
	Iteration 55Q: 3 clusters Score -897472.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -897496.187500 Penalty: 4515.132324
	Iteration 56Q: 3 clusters Score -897496.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -897516.562500 Penalty: 4515.132324
	Iteration 57Q: 3 clusters Score -897516.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -897542.500000 Penalty: 4515.132324
	Iteration 58Q: 3 clusters Score -897542.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -897574.187500 Penalty: 4515.132324
	Iteration 59Q: 3 clusters Score -897574.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -897600.687500 Penalty: 4515.132324
	Iteration 60F: 3 clusters Score -897600.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -897636.125000 Penalty: 4515.132324
	Iteration 61Q: 3 clusters Score -897636.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -897673.062500 Penalty: 4515.132324
	Iteration 62Q: 3 clusters Score -897673.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -897720.875000 Penalty: 4515.132324
	Iteration 63Q: 3 clusters Score -897720.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -897771.937500 Penalty: 4515.132324
	Iteration 64Q: 3 clusters Score -897771.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -897832.750000 Penalty: 4515.132324
	Iteration 65Q: 3 clusters Score -897832.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -897895.125000 Penalty: 4515.132324
	Iteration 66Q: 3 clusters Score -897895.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -897959.687500 Penalty: 4515.132324
	Iteration 67Q: 3 clusters Score -897959.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -898031.812500 Penalty: 4515.132324
	Iteration 68Q: 3 clusters Score -898031.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -898122.937500 Penalty: 4515.132324
	Iteration 69Q: 3 clusters Score -898122.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -898179.187500 Penalty: 4515.132324
	Iteration 70Q: 3 clusters Score -898179.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -898235.750000 Penalty: 4515.132324
	Iteration 71Q: 3 clusters Score -898235.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -898287.625000 Penalty: 4515.132324
	Iteration 72Q: 3 clusters Score -898287.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -898335.562500 Penalty: 4515.132324
	Iteration 73Q: 3 clusters Score -898335.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -898381.187500 Penalty: 4515.132324
	Iteration 74Q: 3 clusters Score -898381.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -898414.812500 Penalty: 4515.132324
	Iteration 75Q: 3 clusters Score -898414.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -898435.312500 Penalty: 4515.132324
	Iteration 76Q: 3 clusters Score -898435.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -898447.937500 Penalty: 4515.132324
	Iteration 77Q: 3 clusters Score -898447.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -898461.625000 Penalty: 4515.132324
	Iteration 78Q: 3 clusters Score -898461.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -898481.125000 Penalty: 4515.132324
	Iteration 79Q: 3 clusters Score -898481.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -898491.562500 Penalty: 4515.132324
	Iteration 80F: 3 clusters Score -898491.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -898505.000000 Penalty: 4515.132324
	Iteration 81Q: 3 clusters Score -898505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -898515.500000 Penalty: 4515.132324
	Iteration 82Q: 3 clusters Score -898515.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -898521.937500 Penalty: 4515.132324
	Iteration 83Q: 3 clusters Score -898521.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -898531.625000 Penalty: 4515.132324
	Iteration 84Q: 3 clusters Score -898531.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -898539.062500 Penalty: 4515.132324
	Iteration 85Q: 3 clusters Score -898539.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -898543.375000 Penalty: 4515.132324
	Iteration 86Q: 3 clusters Score -898543.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -898547.187500 Penalty: 4515.132324
	Iteration 87Q: 3 clusters Score -898547.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -898550.187500 Penalty: 4515.132324
	Iteration 88Q: 3 clusters Score -898550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -898551.875000 Penalty: 4515.132324
	Iteration 89Q: 3 clusters Score -898551.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -898555.062500 Penalty: 4515.132324
	Iteration 90Q: 3 clusters Score -898555.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -898560.625000 Penalty: 4515.132324
	Iteration 91Q: 3 clusters Score -898560.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -898563.062500 Penalty: 4515.132324
	Iteration 92Q: 3 clusters Score -898563.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -898565.937500 Penalty: 4515.132324
	Iteration 93Q: 3 clusters Score -898565.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -898568.812500 Penalty: 4515.132324
	Iteration 94Q: 3 clusters Score -898568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -898571.875000 Penalty: 4515.132324
	Iteration 95Q: 3 clusters Score -898571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -898574.875000 Penalty: 4515.132324
	Iteration 96Q: 3 clusters Score -898574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -898576.125000 Penalty: 4515.132324
	Iteration 97Q: 3 clusters Score -898576.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -898575.937500 Penalty: 4515.132324
	Iteration 98Q: 3 clusters Score -898575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -898579.562500 Penalty: 4515.132324
	Iteration 99Q: 3 clusters Score -898579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -898581.750000 Penalty: 4515.132324
	Iteration 100F: 3 clusters Score -898581.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -898583.750000 Penalty: 4515.132324
	Iteration 101Q: 3 clusters Score -898583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -898586.750000 Penalty: 4515.132324
	Iteration 102Q: 3 clusters Score -898586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -898590.500000 Penalty: 4515.132324
	Iteration 103Q: 3 clusters Score -898590.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -898590.812500 Penalty: 4515.132324
	Iteration 104Q: 3 clusters Score -898590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -898596.187500 Penalty: 4515.132324
	Iteration 105Q: 3 clusters Score -898596.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -898601.562500 Penalty: 4515.132324
	Iteration 106Q: 3 clusters Score -898601.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -898605.125000 Penalty: 4515.132324
	Iteration 107Q: 3 clusters Score -898605.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -898607.250000 Penalty: 4515.132324
	Iteration 108Q: 3 clusters Score -898607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -898610.187500 Penalty: 4515.132324
	Iteration 109Q: 3 clusters Score -898610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -898612.562500 Penalty: 4515.132324
	Iteration 110Q: 3 clusters Score -898612.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -898616.937500 Penalty: 4515.132324
	Iteration 111Q: 3 clusters Score -898616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -898620.687500 Penalty: 4515.132324
	Iteration 112Q: 3 clusters Score -898620.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -898622.062500 Penalty: 4515.132324
	Iteration 113Q: 3 clusters Score -898622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -898623.125000 Penalty: 4515.132324
	Iteration 114Q: 3 clusters Score -898623.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -898626.250000 Penalty: 4515.132324
	Iteration 115Q: 3 clusters Score -898626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -898628.000000 Penalty: 4515.132324
	Iteration 116Q: 3 clusters Score -898628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -898630.562500 Penalty: 4515.132324
	Iteration 117Q: 3 clusters Score -898630.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -898631.687500 Penalty: 4515.132324
	Iteration 118Q: 3 clusters Score -898631.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -898633.750000 Penalty: 4515.132324
	Iteration 119Q: 3 clusters Score -898633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -898638.312500 Penalty: 4515.132324
	Iteration 120F: 3 clusters Score -898638.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67478 members 
Entering Unmasked Estep 
Score: -6769269.000000 Penalty: 2757.649902
	Iteration 0F: 2 clusters Score -6769269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -6724226.000000 Penalty: 5515.299805
	Iteration 0F: 3 clusters Score -6724226 nChanged 31445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -6741589.500000 Penalty: 5515.299805
	Iteration 1F: 3 clusters Score -6741590 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -6742706.500000 Penalty: 5515.299805
	Iteration 2Q: 3 clusters Score -6742706 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -6744432.000000 Penalty: 5515.299805
	Iteration 3Q: 3 clusters Score -6744432 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -6747044.500000 Penalty: 5515.299805
	Iteration 4F: 3 clusters Score -6747044 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -6750933.000000 Penalty: 5515.299805
	Iteration 5F: 3 clusters Score -6750933 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -6755228.500000 Penalty: 5515.299805
	Iteration 6F: 3 clusters Score -6755228 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -6759104.000000 Penalty: 5515.299805
	Iteration 7F: 3 clusters Score -6759104 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -6761913.500000 Penalty: 5515.299805
	Iteration 8F: 3 clusters Score -6761914 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -6763836.500000 Penalty: 5515.299805
	Iteration 9Q: 3 clusters Score -6763836 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -6764994.000000 Penalty: 5515.299805
	Iteration 10Q: 3 clusters Score -6764994 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -6765804.000000 Penalty: 5515.299805
	Iteration 11Q: 3 clusters Score -6765804 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -6766472.500000 Penalty: 5515.299805
	Iteration 12Q: 3 clusters Score -6766472 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -6766923.000000 Penalty: 5515.299805
	Iteration 13Q: 3 clusters Score -6766923 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -6767169.000000 Penalty: 5515.299805
	Iteration 14Q: 3 clusters Score -6767169 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -6767309.500000 Penalty: 5515.299805
	Iteration 15Q: 3 clusters Score -6767310 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -6767473.500000 Penalty: 5515.299805
	Iteration 16Q: 3 clusters Score -6767474 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -6767589.500000 Penalty: 5515.299805
	Iteration 17Q: 3 clusters Score -6767590 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -6767651.500000 Penalty: 5515.299805
	Iteration 18Q: 3 clusters Score -6767652 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -6767713.500000 Penalty: 5515.299805
	Iteration 19Q: 3 clusters Score -6767714 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -6767750.500000 Penalty: 5515.299805
	Iteration 20F: 3 clusters Score -6767750 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -6767798.500000 Penalty: 5515.299805
	Iteration 21Q: 3 clusters Score -6767798 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -6767851.000000 Penalty: 5515.299805
	Iteration 22Q: 3 clusters Score -6767851 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -6767897.000000 Penalty: 5515.299805
	Iteration 23Q: 3 clusters Score -6767897 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -6767942.000000 Penalty: 5515.299805
	Iteration 24Q: 3 clusters Score -6767942 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -6767951.000000 Penalty: 5515.299805
	Iteration 25Q: 3 clusters Score -6767951 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -6767991.500000 Penalty: 5515.299805
	Iteration 26Q: 3 clusters Score -6767992 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
Score: -6768020.000000 Penalty: 5515.299805
	Iteration 27Q: 3 clusters Score -6768020 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -6768047.000000 Penalty: 5515.299805
	Iteration 28Q: 3 clusters Score -6768047 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 62626 members 
Entering Unmasked Estep 
Score: -6768050.000000 Penalty: 5515.299805
	Iteration 29Q: 3 clusters Score -6768050 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -6768079.000000 Penalty: 5515.299805
	Iteration 30Q: 3 clusters Score -6768079 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -6768124.500000 Penalty: 5515.299805
	Iteration 31Q: 3 clusters Score -6768124 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -6768124.000000 Penalty: 5515.299805
	Iteration 32Q: 3 clusters Score -6768124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -6768147.500000 Penalty: 5515.299805
	Iteration 33Q: 3 clusters Score -6768148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -6768146.500000 Penalty: 5515.299805
	Iteration 34Q: 3 clusters Score -6768146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -6768162.000000 Penalty: 5515.299805
	Iteration 35Q: 3 clusters Score -6768162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -6768154.500000 Penalty: 5515.299805
	Iteration 36Q: 3 clusters Score -6768154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -6768161.500000 Penalty: 5515.299805
	Iteration 37Q: 3 clusters Score -6768162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -6768161.000000 Penalty: 5515.299805
	Iteration 38Q: 3 clusters Score -6768161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -6768161.500000 Penalty: 5515.299805
	Iteration 39Q: 3 clusters Score -6768162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -6768161.000000 Penalty: 5515.299805
	Iteration 40F: 3 clusters Score -6768161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -6768170.500000 Penalty: 5515.299805
	Iteration 41Q: 3 clusters Score -6768170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
Score: -6768181.500000 Penalty: 5515.299805
	Iteration 42Q: 3 clusters Score -6768182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 63462 members 
Entering Unmasked Estep 
Score: -6768189.000000 Penalty: 5515.299805
	Iteration 43Q: 3 clusters Score -6768189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -6768192.000000 Penalty: 5515.299805
	Iteration 44Q: 3 clusters Score -6768192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 63521 members 
Entering Unmasked Estep 
Score: -6768191.000000 Penalty: 5515.299805
	Iteration 45Q: 3 clusters Score -6768191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -6768191.000000 Penalty: 5515.299805
	Iteration 46Q: 3 clusters Score -6768191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -6768195.000000 Penalty: 5515.299805
	Iteration 47Q: 3 clusters Score -6768195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 63615 members 
Entering Unmasked Estep 
Score: -6768199.500000 Penalty: 5515.299805
	Iteration 48Q: 3 clusters Score -6768200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -6768210.000000 Penalty: 5515.299805
	Iteration 49Q: 3 clusters Score -6768210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -6768210.500000 Penalty: 5515.299805
	Iteration 50Q: 3 clusters Score -6768210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -6768229.000000 Penalty: 5515.299805
	Iteration 51Q: 3 clusters Score -6768229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -6768220.500000 Penalty: 5515.299805
	Iteration 52Q: 3 clusters Score -6768220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -6768218.500000 Penalty: 5515.299805
	Iteration 53Q: 3 clusters Score -6768218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 63700 members 
Entering Unmasked Estep 
Score: -6768233.500000 Penalty: 5515.299805
	Iteration 54Q: 3 clusters Score -6768234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -6768232.000000 Penalty: 5515.299805
	Iteration 55Q: 3 clusters Score -6768232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -6768233.000000 Penalty: 5515.299805
	Iteration 56Q: 3 clusters Score -6768233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -6768232.000000 Penalty: 5515.299805
	Iteration 57Q: 3 clusters Score -6768232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -6768232.000000 Penalty: 5515.299805
	Iteration 58F: 3 clusters Score -6768232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Entering Unmasked Estep 
Score: -4231018.500000 Penalty: 2645.167480
	Iteration 0F: 2 clusters Score -4231018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -4202042.500000 Penalty: 5290.334961
	Iteration 0F: 3 clusters Score -4202042 nChanged 19627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4212928.500000 Penalty: 5290.334961
	Iteration 1F: 3 clusters Score -4212928 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -4213641.500000 Penalty: 5290.334961
	Iteration 2Q: 3 clusters Score -4213642 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4214423.000000 Penalty: 5290.334961
	Iteration 3Q: 3 clusters Score -4214423 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -4215381.000000 Penalty: 5290.334961
	Iteration 4Q: 3 clusters Score -4215381 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -4216552.500000 Penalty: 5290.334961
	Iteration 5Q: 3 clusters Score -4216552 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4217976.500000 Penalty: 5290.334961
	Iteration 6F: 3 clusters Score -4217976 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -4219613.000000 Penalty: 5290.334961
	Iteration 7F: 3 clusters Score -4219613 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -4221326.000000 Penalty: 5290.334961
	Iteration 8F: 3 clusters Score -4221326 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -4222781.500000 Penalty: 5290.334961
	Iteration 9Q: 3 clusters Score -4222782 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -4223966.000000 Penalty: 5290.334961
	Iteration 10Q: 3 clusters Score -4223966 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -4224911.500000 Penalty: 5290.334961
	Iteration 11Q: 3 clusters Score -4224912 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -4225677.500000 Penalty: 5290.334961
	Iteration 12Q: 3 clusters Score -4225678 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -4226292.500000 Penalty: 5290.334961
	Iteration 13Q: 3 clusters Score -4226292 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -4226782.000000 Penalty: 5290.334961
	Iteration 14Q: 3 clusters Score -4226782 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -4227233.000000 Penalty: 5290.334961
	Iteration 15Q: 3 clusters Score -4227233 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4227558.500000 Penalty: 5290.334961
	Iteration 16Q: 3 clusters Score -4227558 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -4227814.500000 Penalty: 5290.334961
	Iteration 17Q: 3 clusters Score -4227814 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4228000.500000 Penalty: 5290.334961
	Iteration 18Q: 3 clusters Score -4228000 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4228181.000000 Penalty: 5290.334961
	Iteration 19Q: 3 clusters Score -4228181 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4228310.500000 Penalty: 5290.334961
	Iteration 20F: 3 clusters Score -4228310 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4228423.500000 Penalty: 5290.334961
	Iteration 21Q: 3 clusters Score -4228424 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4228515.000000 Penalty: 5290.334961
	Iteration 22Q: 3 clusters Score -4228515 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4228576.500000 Penalty: 5290.334961
	Iteration 23Q: 3 clusters Score -4228576 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4228623.000000 Penalty: 5290.334961
	Iteration 24Q: 3 clusters Score -4228623 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4228653.000000 Penalty: 5290.334961
	Iteration 25Q: 3 clusters Score -4228653 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4228695.000000 Penalty: 5290.334961
	Iteration 26Q: 3 clusters Score -4228695 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4228740.000000 Penalty: 5290.334961
	Iteration 27Q: 3 clusters Score -4228740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4228789.500000 Penalty: 5290.334961
	Iteration 28Q: 3 clusters Score -4228790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4228826.500000 Penalty: 5290.334961
	Iteration 29Q: 3 clusters Score -4228826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4228868.500000 Penalty: 5290.334961
	Iteration 30Q: 3 clusters Score -4228868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4228892.000000 Penalty: 5290.334961
	Iteration 31Q: 3 clusters Score -4228892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4228916.000000 Penalty: 5290.334961
	Iteration 32Q: 3 clusters Score -4228916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4228943.500000 Penalty: 5290.334961
	Iteration 33Q: 3 clusters Score -4228944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4228973.000000 Penalty: 5290.334961
	Iteration 34Q: 3 clusters Score -4228973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4228983.500000 Penalty: 5290.334961
	Iteration 35Q: 3 clusters Score -4228984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4228995.000000 Penalty: 5290.334961
	Iteration 36Q: 3 clusters Score -4228995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4228996.000000 Penalty: 5290.334961
	Iteration 37Q: 3 clusters Score -4228996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4229002.500000 Penalty: 5290.334961
	Iteration 38Q: 3 clusters Score -4229002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4229010.000000 Penalty: 5290.334961
	Iteration 39Q: 3 clusters Score -4229010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4229003.000000 Penalty: 5290.334961
	Iteration 40F: 3 clusters Score -4229003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4229010.500000 Penalty: 5290.334961
	Iteration 41Q: 3 clusters Score -4229010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4229008.000000 Penalty: 5290.334961
	Iteration 42Q: 3 clusters Score -4229008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4229013.500000 Penalty: 5290.334961
	Iteration 43Q: 3 clusters Score -4229014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4229013.500000 Penalty: 5290.334961
	Iteration 44Q: 3 clusters Score -4229014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4229022.000000 Penalty: 5290.334961
	Iteration 45Q: 3 clusters Score -4229022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4229020.500000 Penalty: 5290.334961
	Iteration 46Q: 3 clusters Score -4229020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4229024.500000 Penalty: 5290.334961
	Iteration 47Q: 3 clusters Score -4229024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4229030.000000 Penalty: 5290.334961
	Iteration 48Q: 3 clusters Score -4229030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4229029.500000 Penalty: 5290.334961
	Iteration 49Q: 3 clusters Score -4229030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4229033.000000 Penalty: 5290.334961
	Iteration 50Q: 3 clusters Score -4229033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4229041.500000 Penalty: 5290.334961
	Iteration 51Q: 3 clusters Score -4229042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4229044.500000 Penalty: 5290.334961
	Iteration 52Q: 3 clusters Score -4229044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4229041.500000 Penalty: 5290.334961
	Iteration 53Q: 3 clusters Score -4229042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4229054.500000 Penalty: 5290.334961
	Iteration 54Q: 3 clusters Score -4229054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4229063.500000 Penalty: 5290.334961
	Iteration 55Q: 3 clusters Score -4229064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4229063.500000 Penalty: 5290.334961
	Iteration 56Q: 3 clusters Score -4229064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4229064.500000 Penalty: 5290.334961
	Iteration 57Q: 3 clusters Score -4229064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4229064.500000 Penalty: 5290.334961
	Iteration 58F: 3 clusters Score -4229064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -149489.890625 Penalty: 1824.040527
	Iteration 0F: 2 clusters Score -149489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -147180.546875 Penalty: 3648.081055
	Iteration 0F: 3 clusters Score -147180.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -147523.656250 Penalty: 3648.081055
	Iteration 1F: 3 clusters Score -147523.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -147629.812500 Penalty: 3648.081055
	Iteration 2F: 3 clusters Score -147629.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147688.281250 Penalty: 3648.081055
	Iteration 3Q: 3 clusters Score -147688.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147722.484375 Penalty: 3648.081055
	Iteration 4Q: 3 clusters Score -147722.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -147744.515625 Penalty: 3648.081055
	Iteration 5Q: 3 clusters Score -147744.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -147764.656250 Penalty: 3648.081055
	Iteration 6Q: 3 clusters Score -147764.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -147782.265625 Penalty: 3648.081055
	Iteration 7Q: 3 clusters Score -147782.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -147794.156250 Penalty: 3648.081055
	Iteration 8Q: 3 clusters Score -147794.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -147803.437500 Penalty: 3648.081055
	Iteration 9Q: 3 clusters Score -147803.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -147810.218750 Penalty: 3648.081055
	Iteration 10Q: 3 clusters Score -147810.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -147814.000000 Penalty: 3648.081055
	Iteration 11Q: 3 clusters Score -147814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -147816.156250 Penalty: 3648.081055
	Iteration 12Q: 3 clusters Score -147816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -147818.968750 Penalty: 3648.081055
	Iteration 13Q: 3 clusters Score -147819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -147818.968750 Penalty: 3648.081055
	Iteration 14F: 3 clusters Score -147819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Entering Unmasked Estep 
Score: -1787882.875000 Penalty: 2422.068848
	Iteration 0F: 2 clusters Score -1787883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1775364.000000 Penalty: 4844.137695
	Iteration 0F: 3 clusters Score -1775364 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1779497.375000 Penalty: 4844.137695
	Iteration 1F: 3 clusters Score -1779497 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1779901.375000 Penalty: 4844.137695
	Iteration 2F: 3 clusters Score -1779901 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1780244.375000 Penalty: 4844.137695
	Iteration 3Q: 3 clusters Score -1780244 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1780598.500000 Penalty: 4844.137695
	Iteration 4Q: 3 clusters Score -1780598 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1780955.750000 Penalty: 4844.137695
	Iteration 5Q: 3 clusters Score -1780956 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1781362.875000 Penalty: 4844.137695
	Iteration 6Q: 3 clusters Score -1781363 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1781752.000000 Penalty: 4844.137695
	Iteration 7Q: 3 clusters Score -1781752 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1782184.125000 Penalty: 4844.137695
	Iteration 8Q: 3 clusters Score -1782184 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1782651.000000 Penalty: 4844.137695
	Iteration 9Q: 3 clusters Score -1782651 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1783130.875000 Penalty: 4844.137695
	Iteration 10Q: 3 clusters Score -1783131 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1783666.750000 Penalty: 4844.137695
	Iteration 11Q: 3 clusters Score -1783667 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1784177.125000 Penalty: 4844.137695
	Iteration 12Q: 3 clusters Score -1784177 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1784593.500000 Penalty: 4844.137695
	Iteration 13Q: 3 clusters Score -1784594 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1784984.375000 Penalty: 4844.137695
	Iteration 14Q: 3 clusters Score -1784984 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -1785265.500000 Penalty: 4844.137695
	Iteration 15Q: 3 clusters Score -1785266 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1785448.125000 Penalty: 4844.137695
	Iteration 16Q: 3 clusters Score -1785448 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1785566.250000 Penalty: 4844.137695
	Iteration 17Q: 3 clusters Score -1785566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1785634.750000 Penalty: 4844.137695
	Iteration 18Q: 3 clusters Score -1785635 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1785677.875000 Penalty: 4844.137695
	Iteration 19Q: 3 clusters Score -1785678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1785706.750000 Penalty: 4844.137695
	Iteration 20F: 3 clusters Score -1785707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1785726.875000 Penalty: 4844.137695
	Iteration 21Q: 3 clusters Score -1785727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -1785741.625000 Penalty: 4844.137695
	Iteration 22Q: 3 clusters Score -1785742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1785747.625000 Penalty: 4844.137695
	Iteration 23Q: 3 clusters Score -1785748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -1785751.625000 Penalty: 4844.137695
	Iteration 24Q: 3 clusters Score -1785752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -1785755.875000 Penalty: 4844.137695
	Iteration 25Q: 3 clusters Score -1785756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -1785756.000000 Penalty: 4844.137695
	Iteration 26Q: 3 clusters Score -1785756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -1785756.750000 Penalty: 4844.137695
	Iteration 27Q: 3 clusters Score -1785757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -1785758.750000 Penalty: 4844.137695
	Iteration 28Q: 3 clusters Score -1785759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1785762.875000 Penalty: 4844.137695
	Iteration 29Q: 3 clusters Score -1785763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1785762.000000 Penalty: 4844.137695
	Iteration 30Q: 3 clusters Score -1785762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1785764.625000 Penalty: 4844.137695
	Iteration 31Q: 3 clusters Score -1785765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1785764.625000 Penalty: 4844.137695
	Iteration 32F: 3 clusters Score -1785765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -415243.031250 Penalty: 2077.897705
	Iteration 0F: 2 clusters Score -415243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -411121.062500 Penalty: 4155.795410
	Iteration 0F: 3 clusters Score -411121.1 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -412120.625000 Penalty: 4155.795410
	Iteration 1F: 3 clusters Score -412120.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -412429.468750 Penalty: 4155.795410
	Iteration 2F: 3 clusters Score -412429.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -412762.000000 Penalty: 4155.795410
	Iteration 3F: 3 clusters Score -412762 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -413060.125000 Penalty: 4155.795410
	Iteration 4F: 3 clusters Score -413060.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -413320.937500 Penalty: 4155.795410
	Iteration 5F: 3 clusters Score -413320.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -413570.562500 Penalty: 4155.795410
	Iteration 6F: 3 clusters Score -413570.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -413769.875000 Penalty: 4155.795410
	Iteration 7Q: 3 clusters Score -413769.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -413910.250000 Penalty: 4155.795410
	Iteration 8Q: 3 clusters Score -413910.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -413997.718750 Penalty: 4155.795410
	Iteration 9Q: 3 clusters Score -413997.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -414064.593750 Penalty: 4155.795410
	Iteration 10Q: 3 clusters Score -414064.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -414103.437500 Penalty: 4155.795410
	Iteration 11Q: 3 clusters Score -414103.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -414135.562500 Penalty: 4155.795410
	Iteration 12Q: 3 clusters Score -414135.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -414156.250000 Penalty: 4155.795410
	Iteration 13Q: 3 clusters Score -414156.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -414176.000000 Penalty: 4155.795410
	Iteration 14Q: 3 clusters Score -414176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -414185.125000 Penalty: 4155.795410
	Iteration 15Q: 3 clusters Score -414185.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -414192.406250 Penalty: 4155.795410
	Iteration 16Q: 3 clusters Score -414192.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -414198.093750 Penalty: 4155.795410
	Iteration 17Q: 3 clusters Score -414198.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -414203.218750 Penalty: 4155.795410
	Iteration 18Q: 3 clusters Score -414203.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -414207.062500 Penalty: 4155.795410
	Iteration 19Q: 3 clusters Score -414207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -414209.562500 Penalty: 4155.795410
	Iteration 20F: 3 clusters Score -414209.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -414210.562500 Penalty: 4155.795410
	Iteration 21Q: 3 clusters Score -414210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -414213.156250 Penalty: 4155.795410
	Iteration 22Q: 3 clusters Score -414213.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -414214.625000 Penalty: 4155.795410
	Iteration 23Q: 3 clusters Score -414214.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -414214.781250 Penalty: 4155.795410
	Iteration 24Q: 3 clusters Score -414214.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -414214.781250 Penalty: 4155.795410
	Iteration 25F: 3 clusters Score -414214.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (87061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87061 members 
Entering Unmasked Estep 
Score: -8815360.000000 Penalty: 2820.842285
	Iteration 0F: 2 clusters Score -8815360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -8756924.000000 Penalty: 5641.684570
	Iteration 0F: 3 clusters Score -8756924 nChanged 40994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -8780405.000000 Penalty: 5641.684570
	Iteration 1F: 3 clusters Score -8780405 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -8781336.000000 Penalty: 5641.684570
	Iteration 2Q: 3 clusters Score -8781336 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -8782487.000000 Penalty: 5641.684570
	Iteration 3Q: 3 clusters Score -8782487 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -8784649.000000 Penalty: 5641.684570
	Iteration 4F: 3 clusters Score -8784649 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -8788376.000000 Penalty: 5641.684570
	Iteration 5F: 3 clusters Score -8788376 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -8794033.000000 Penalty: 5641.684570
	Iteration 6F: 3 clusters Score -8794033 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -8801052.000000 Penalty: 5641.684570
	Iteration 7F: 3 clusters Score -8801052 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -8807011.000000 Penalty: 5641.684570
	Iteration 8F: 3 clusters Score -8807011 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84447 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8810470.000000 Penalty: 5641.684570
	Iteration 9Q: 3 clusters Score -8810470 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85986 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8811940.000000 Penalty: 5641.684570
	Iteration 10Q: 3 clusters Score -8811940 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8812468.000000 Penalty: 5641.684570
	Iteration 11Q: 3 clusters Score -8812468 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86672 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8812692.000000 Penalty: 5641.684570
	Iteration 12Q: 3 clusters Score -8812692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8812771.000000 Penalty: 5641.684570
	Iteration 13Q: 3 clusters Score -8812771 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8812819.000000 Penalty: 5641.684570
	Iteration 14Q: 3 clusters Score -8812819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86768 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8812845.000000 Penalty: 5641.684570
	Iteration 15Q: 3 clusters Score -8812845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86777 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8812862.000000 Penalty: 5641.684570
	Iteration 16Q: 3 clusters Score -8812862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86783 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8812866.000000 Penalty: 5641.684570
	Iteration 17Q: 3 clusters Score -8812866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8812888.000000 Penalty: 5641.684570
	Iteration 18Q: 3 clusters Score -8812888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8812893.000000 Penalty: 5641.684570
	Iteration 19Q: 3 clusters Score -8812893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86794 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8812915.000000 Penalty: 5641.684570
	Iteration 20F: 3 clusters Score -8812915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8812914.000000 Penalty: 5641.684570
	Iteration 21Q: 3 clusters Score -8812914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8812917.000000 Penalty: 5641.684570
	Iteration 22Q: 3 clusters Score -8812917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8812920.000000 Penalty: 5641.684570
	Iteration 23Q: 3 clusters Score -8812920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86797 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8812919.000000 Penalty: 5641.684570
	Iteration 24Q: 3 clusters Score -8812919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8812923.000000 Penalty: 5641.684570
	Iteration 25Q: 3 clusters Score -8812923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86799 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8812926.000000 Penalty: 5641.684570
	Iteration 26Q: 3 clusters Score -8812926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86799 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8812926.000000 Penalty: 5641.684570
	Iteration 27F: 3 clusters Score -8812926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -488121.500000 Penalty: 2117.854736
	Iteration 0F: 2 clusters Score -488121.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -483485.656250 Penalty: 4235.709473
	Iteration 0F: 3 clusters Score -483485.7 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -484704.343750 Penalty: 4235.709473
	Iteration 1F: 3 clusters Score -484704.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -485110.031250 Penalty: 4235.709473
	Iteration 2F: 3 clusters Score -485110 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -485471.156250 Penalty: 4235.709473
	Iteration 3F: 3 clusters Score -485471.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -485777.281250 Penalty: 4235.709473
	Iteration 4F: 3 clusters Score -485777.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -486052.937500 Penalty: 4235.709473
	Iteration 5F: 3 clusters Score -486052.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -486277.750000 Penalty: 4235.709473
	Iteration 6F: 3 clusters Score -486277.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -486409.406250 Penalty: 4235.709473
	Iteration 7Q: 3 clusters Score -486409.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -486491.312500 Penalty: 4235.709473
	Iteration 8Q: 3 clusters Score -486491.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -486541.687500 Penalty: 4235.709473
	Iteration 9Q: 3 clusters Score -486541.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -486584.625000 Penalty: 4235.709473
	Iteration 10Q: 3 clusters Score -486584.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -486611.281250 Penalty: 4235.709473
	Iteration 11Q: 3 clusters Score -486611.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -486638.968750 Penalty: 4235.709473
	Iteration 12Q: 3 clusters Score -486639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -486664.156250 Penalty: 4235.709473
	Iteration 13Q: 3 clusters Score -486664.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -486687.187500 Penalty: 4235.709473
	Iteration 14Q: 3 clusters Score -486687.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -486708.750000 Penalty: 4235.709473
	Iteration 15Q: 3 clusters Score -486708.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -486723.437500 Penalty: 4235.709473
	Iteration 16Q: 3 clusters Score -486723.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -486734.250000 Penalty: 4235.709473
	Iteration 17Q: 3 clusters Score -486734.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -486738.906250 Penalty: 4235.709473
	Iteration 18Q: 3 clusters Score -486738.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -486743.781250 Penalty: 4235.709473
	Iteration 19Q: 3 clusters Score -486743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -486748.593750 Penalty: 4235.709473
	Iteration 20F: 3 clusters Score -486748.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -486751.687500 Penalty: 4235.709473
	Iteration 21Q: 3 clusters Score -486751.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -486756.562500 Penalty: 4235.709473
	Iteration 22Q: 3 clusters Score -486756.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -486761.875000 Penalty: 4235.709473
	Iteration 23Q: 3 clusters Score -486761.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -486765.843750 Penalty: 4235.709473
	Iteration 24Q: 3 clusters Score -486765.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -486769.156250 Penalty: 4235.709473
	Iteration 25Q: 3 clusters Score -486769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -486771.125000 Penalty: 4235.709473
	Iteration 26Q: 3 clusters Score -486771.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -486773.531250 Penalty: 4235.709473
	Iteration 27Q: 3 clusters Score -486773.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -486775.875000 Penalty: 4235.709473
	Iteration 28Q: 3 clusters Score -486775.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -486782.062500 Penalty: 4235.709473
	Iteration 29Q: 3 clusters Score -486782.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -486787.031250 Penalty: 4235.709473
	Iteration 30Q: 3 clusters Score -486787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -486791.843750 Penalty: 4235.709473
	Iteration 31Q: 3 clusters Score -486791.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -486794.812500 Penalty: 4235.709473
	Iteration 32Q: 3 clusters Score -486794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -486797.968750 Penalty: 4235.709473
	Iteration 33Q: 3 clusters Score -486798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -486802.250000 Penalty: 4235.709473
	Iteration 34Q: 3 clusters Score -486802.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -486804.968750 Penalty: 4235.709473
	Iteration 35Q: 3 clusters Score -486805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -486808.062500 Penalty: 4235.709473
	Iteration 36Q: 3 clusters Score -486808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -486811.187500 Penalty: 4235.709473
	Iteration 37Q: 3 clusters Score -486811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -486812.718750 Penalty: 4235.709473
	Iteration 38Q: 3 clusters Score -486812.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -486813.906250 Penalty: 4235.709473
	Iteration 39Q: 3 clusters Score -486813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -486814.031250 Penalty: 4235.709473
	Iteration 40F: 3 clusters Score -486814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -486815.625000 Penalty: 4235.709473
	Iteration 41Q: 3 clusters Score -486815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -486815.625000 Penalty: 4235.709473
	Iteration 42F: 3 clusters Score -486815.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Entering Unmasked Estep 
Score: -1689920.500000 Penalty: 2411.270264
	Iteration 0F: 2 clusters Score -1689920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1678007.000000 Penalty: 4822.540527
	Iteration 0F: 3 clusters Score -1678007 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1681915.000000 Penalty: 4822.540527
	Iteration 1F: 3 clusters Score -1681915 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1682366.000000 Penalty: 4822.540527
	Iteration 2F: 3 clusters Score -1682366 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1682779.875000 Penalty: 4822.540527
	Iteration 3F: 3 clusters Score -1682780 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1683222.125000 Penalty: 4822.540527
	Iteration 4F: 3 clusters Score -1683222 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1683677.625000 Penalty: 4822.540527
	Iteration 5Q: 3 clusters Score -1683678 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1684162.875000 Penalty: 4822.540527
	Iteration 6Q: 3 clusters Score -1684163 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1684616.750000 Penalty: 4822.540527
	Iteration 7Q: 3 clusters Score -1684617 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1685011.750000 Penalty: 4822.540527
	Iteration 8Q: 3 clusters Score -1685012 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1685357.875000 Penalty: 4822.540527
	Iteration 9Q: 3 clusters Score -1685358 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1685623.375000 Penalty: 4822.540527
	Iteration 10Q: 3 clusters Score -1685623 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1685844.500000 Penalty: 4822.540527
	Iteration 11Q: 3 clusters Score -1685844 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1686013.000000 Penalty: 4822.540527
	Iteration 12Q: 3 clusters Score -1686013 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1686145.500000 Penalty: 4822.540527
	Iteration 13Q: 3 clusters Score -1686146 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1686259.250000 Penalty: 4822.540527
	Iteration 14Q: 3 clusters Score -1686259 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1686368.875000 Penalty: 4822.540527
	Iteration 15Q: 3 clusters Score -1686369 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1686444.875000 Penalty: 4822.540527
	Iteration 16Q: 3 clusters Score -1686445 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1686527.000000 Penalty: 4822.540527
	Iteration 17Q: 3 clusters Score -1686527 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1686595.750000 Penalty: 4822.540527
	Iteration 18Q: 3 clusters Score -1686596 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1686666.750000 Penalty: 4822.540527
	Iteration 19Q: 3 clusters Score -1686667 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1686724.375000 Penalty: 4822.540527
	Iteration 20F: 3 clusters Score -1686724 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1686764.250000 Penalty: 4822.540527
	Iteration 21Q: 3 clusters Score -1686764 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1686805.875000 Penalty: 4822.540527
	Iteration 22Q: 3 clusters Score -1686806 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1686845.250000 Penalty: 4822.540527
	Iteration 23Q: 3 clusters Score -1686845 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1686886.375000 Penalty: 4822.540527
	Iteration 24Q: 3 clusters Score -1686886 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1686926.500000 Penalty: 4822.540527
	Iteration 25Q: 3 clusters Score -1686926 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1686960.500000 Penalty: 4822.540527
	Iteration 26Q: 3 clusters Score -1686960 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1686992.875000 Penalty: 4822.540527
	Iteration 27Q: 3 clusters Score -1686993 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1687025.125000 Penalty: 4822.540527
	Iteration 28Q: 3 clusters Score -1687025 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1687056.125000 Penalty: 4822.540527
	Iteration 29Q: 3 clusters Score -1687056 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1687081.000000 Penalty: 4822.540527
	Iteration 30Q: 3 clusters Score -1687081 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1687114.250000 Penalty: 4822.540527
	Iteration 31Q: 3 clusters Score -1687114 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1687138.250000 Penalty: 4822.540527
	Iteration 32Q: 3 clusters Score -1687138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1687166.000000 Penalty: 4822.540527
	Iteration 33Q: 3 clusters Score -1687166 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1687185.250000 Penalty: 4822.540527
	Iteration 34Q: 3 clusters Score -1687185 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1687203.375000 Penalty: 4822.540527
	Iteration 35Q: 3 clusters Score -1687203 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1687235.625000 Penalty: 4822.540527
	Iteration 36Q: 3 clusters Score -1687236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1687258.125000 Penalty: 4822.540527
	Iteration 37Q: 3 clusters Score -1687258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1687287.500000 Penalty: 4822.540527
	Iteration 38Q: 3 clusters Score -1687288 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1687325.875000 Penalty: 4822.540527
	Iteration 39Q: 3 clusters Score -1687326 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1687363.375000 Penalty: 4822.540527
	Iteration 40F: 3 clusters Score -1687363 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1687393.375000 Penalty: 4822.540527
	Iteration 41Q: 3 clusters Score -1687393 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1687415.875000 Penalty: 4822.540527
	Iteration 42Q: 3 clusters Score -1687416 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1687439.375000 Penalty: 4822.540527
	Iteration 43Q: 3 clusters Score -1687439 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1687453.250000 Penalty: 4822.540527
	Iteration 44Q: 3 clusters Score -1687453 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1687472.125000 Penalty: 4822.540527
	Iteration 45Q: 3 clusters Score -1687472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1687487.500000 Penalty: 4822.540527
	Iteration 46Q: 3 clusters Score -1687488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1687505.250000 Penalty: 4822.540527
	Iteration 47Q: 3 clusters Score -1687505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1687515.750000 Penalty: 4822.540527
	Iteration 48Q: 3 clusters Score -1687516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1687521.625000 Penalty: 4822.540527
	Iteration 49Q: 3 clusters Score -1687522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1687528.875000 Penalty: 4822.540527
	Iteration 50Q: 3 clusters Score -1687529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1687542.500000 Penalty: 4822.540527
	Iteration 51Q: 3 clusters Score -1687542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1687551.125000 Penalty: 4822.540527
	Iteration 52Q: 3 clusters Score -1687551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1687562.000000 Penalty: 4822.540527
	Iteration 53Q: 3 clusters Score -1687562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1687568.625000 Penalty: 4822.540527
	Iteration 54Q: 3 clusters Score -1687569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1687574.875000 Penalty: 4822.540527
	Iteration 55Q: 3 clusters Score -1687575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1687584.375000 Penalty: 4822.540527
	Iteration 56Q: 3 clusters Score -1687584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1687597.250000 Penalty: 4822.540527
	Iteration 57Q: 3 clusters Score -1687597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1687608.250000 Penalty: 4822.540527
	Iteration 58Q: 3 clusters Score -1687608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1687617.750000 Penalty: 4822.540527
	Iteration 59Q: 3 clusters Score -1687618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1687626.875000 Penalty: 4822.540527
	Iteration 60F: 3 clusters Score -1687627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1687633.625000 Penalty: 4822.540527
	Iteration 61Q: 3 clusters Score -1687634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1687644.375000 Penalty: 4822.540527
	Iteration 62Q: 3 clusters Score -1687644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1687656.375000 Penalty: 4822.540527
	Iteration 63Q: 3 clusters Score -1687656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1687656.625000 Penalty: 4822.540527
	Iteration 64Q: 3 clusters Score -1687657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1687662.500000 Penalty: 4822.540527
	Iteration 65Q: 3 clusters Score -1687662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1687671.250000 Penalty: 4822.540527
	Iteration 66Q: 3 clusters Score -1687671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1687676.750000 Penalty: 4822.540527
	Iteration 67Q: 3 clusters Score -1687677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1687675.250000 Penalty: 4822.540527
	Iteration 68Q: 3 clusters Score -1687675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1687685.000000 Penalty: 4822.540527
	Iteration 69Q: 3 clusters Score -1687685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1687688.375000 Penalty: 4822.540527
	Iteration 70Q: 3 clusters Score -1687688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1687692.500000 Penalty: 4822.540527
	Iteration 71Q: 3 clusters Score -1687692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1687694.625000 Penalty: 4822.540527
	Iteration 72Q: 3 clusters Score -1687695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1687695.375000 Penalty: 4822.540527
	Iteration 73Q: 3 clusters Score -1687695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1687697.500000 Penalty: 4822.540527
	Iteration 74Q: 3 clusters Score -1687698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1687700.500000 Penalty: 4822.540527
	Iteration 75Q: 3 clusters Score -1687700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1687704.500000 Penalty: 4822.540527
	Iteration 76Q: 3 clusters Score -1687704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1687709.250000 Penalty: 4822.540527
	Iteration 77Q: 3 clusters Score -1687709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1687709.500000 Penalty: 4822.540527
	Iteration 78Q: 3 clusters Score -1687710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1687712.750000 Penalty: 4822.540527
	Iteration 79Q: 3 clusters Score -1687713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1687717.625000 Penalty: 4822.540527
	Iteration 80F: 3 clusters Score -1687718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1687725.625000 Penalty: 4822.540527
	Iteration 81Q: 3 clusters Score -1687726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1687730.125000 Penalty: 4822.540527
	Iteration 82Q: 3 clusters Score -1687730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1687737.875000 Penalty: 4822.540527
	Iteration 83Q: 3 clusters Score -1687738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1687745.000000 Penalty: 4822.540527
	Iteration 84Q: 3 clusters Score -1687745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1687749.875000 Penalty: 4822.540527
	Iteration 85Q: 3 clusters Score -1687750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1687759.250000 Penalty: 4822.540527
	Iteration 86Q: 3 clusters Score -1687759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1687759.500000 Penalty: 4822.540527
	Iteration 87Q: 3 clusters Score -1687760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1687764.375000 Penalty: 4822.540527
	Iteration 88Q: 3 clusters Score -1687764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1687769.625000 Penalty: 4822.540527
	Iteration 89Q: 3 clusters Score -1687770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1687773.875000 Penalty: 4822.540527
	Iteration 90Q: 3 clusters Score -1687774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1687777.250000 Penalty: 4822.540527
	Iteration 91Q: 3 clusters Score -1687777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1687779.000000 Penalty: 4822.540527
	Iteration 92Q: 3 clusters Score -1687779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1687777.375000 Penalty: 4822.540527
	Iteration 93Q: 3 clusters Score -1687777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1687781.125000 Penalty: 4822.540527
	Iteration 94Q: 3 clusters Score -1687781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1687788.125000 Penalty: 4822.540527
	Iteration 95Q: 3 clusters Score -1687788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1687786.625000 Penalty: 4822.540527
	Iteration 96Q: 3 clusters Score -1687787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1687789.500000 Penalty: 4822.540527
	Iteration 97Q: 3 clusters Score -1687790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1687789.625000 Penalty: 4822.540527
	Iteration 98Q: 3 clusters Score -1687790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1687787.000000 Penalty: 4822.540527
	Iteration 99Q: 3 clusters Score -1687787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1687788.000000 Penalty: 4822.540527
	Iteration 100F: 3 clusters Score -1687788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1687790.000000 Penalty: 4822.540527
	Iteration 101Q: 3 clusters Score -1687790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1687793.625000 Penalty: 4822.540527
	Iteration 102Q: 3 clusters Score -1687794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1687791.625000 Penalty: 4822.540527
	Iteration 103Q: 3 clusters Score -1687792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1687792.625000 Penalty: 4822.540527
	Iteration 104Q: 3 clusters Score -1687793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1687795.750000 Penalty: 4822.540527
	Iteration 105Q: 3 clusters Score -1687796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1687795.875000 Penalty: 4822.540527
	Iteration 106Q: 3 clusters Score -1687796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1687801.000000 Penalty: 4822.540527
	Iteration 107Q: 3 clusters Score -1687801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1687801.375000 Penalty: 4822.540527
	Iteration 108Q: 3 clusters Score -1687801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1687804.500000 Penalty: 4822.540527
	Iteration 109Q: 3 clusters Score -1687804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1687809.250000 Penalty: 4822.540527
	Iteration 110Q: 3 clusters Score -1687809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1687811.625000 Penalty: 4822.540527
	Iteration 111Q: 3 clusters Score -1687812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1687813.500000 Penalty: 4822.540527
	Iteration 112Q: 3 clusters Score -1687814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1687813.875000 Penalty: 4822.540527
	Iteration 113Q: 3 clusters Score -1687814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1687816.500000 Penalty: 4822.540527
	Iteration 114Q: 3 clusters Score -1687816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1687816.750000 Penalty: 4822.540527
	Iteration 115Q: 3 clusters Score -1687817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1687820.000000 Penalty: 4822.540527
	Iteration 116Q: 3 clusters Score -1687820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1687821.625000 Penalty: 4822.540527
	Iteration 117Q: 3 clusters Score -1687822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1687819.125000 Penalty: 4822.540527
	Iteration 118Q: 3 clusters Score -1687819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1687822.250000 Penalty: 4822.540527
	Iteration 119Q: 3 clusters Score -1687822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1687827.000000 Penalty: 4822.540527
	Iteration 120F: 3 clusters Score -1687827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1687831.625000 Penalty: 4822.540527
	Iteration 121Q: 3 clusters Score -1687832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1687831.625000 Penalty: 4822.540527
	Iteration 122Q: 3 clusters Score -1687832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1687830.250000 Penalty: 4822.540527
	Iteration 123Q: 3 clusters Score -1687830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1687830.375000 Penalty: 4822.540527
	Iteration 124Q: 3 clusters Score -1687830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1687834.125000 Penalty: 4822.540527
	Iteration 125Q: 3 clusters Score -1687834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1687833.500000 Penalty: 4822.540527
	Iteration 126Q: 3 clusters Score -1687834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1687835.125000 Penalty: 4822.540527
	Iteration 127Q: 3 clusters Score -1687835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1687839.250000 Penalty: 4822.540527
	Iteration 128Q: 3 clusters Score -1687839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1687841.500000 Penalty: 4822.540527
	Iteration 129Q: 3 clusters Score -1687842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1687841.250000 Penalty: 4822.540527
	Iteration 130Q: 3 clusters Score -1687841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1687843.250000 Penalty: 4822.540527
	Iteration 131Q: 3 clusters Score -1687843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1687843.500000 Penalty: 4822.540527
	Iteration 132Q: 3 clusters Score -1687844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1687844.625000 Penalty: 4822.540527
	Iteration 133Q: 3 clusters Score -1687845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1687844.625000 Penalty: 4822.540527
	Iteration 134F: 3 clusters Score -1687845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Entering Unmasked Estep 
Score: -1365933.500000 Penalty: 2368.599609
	Iteration 0F: 2 clusters Score -1365934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1355707.000000 Penalty: 4737.199219
	Iteration 0F: 3 clusters Score -1355707 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1358885.000000 Penalty: 4737.199219
	Iteration 1F: 3 clusters Score -1358885 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1359345.375000 Penalty: 4737.199219
	Iteration 2F: 3 clusters Score -1359345 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1359668.250000 Penalty: 4737.199219
	Iteration 3F: 3 clusters Score -1359668 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1359916.875000 Penalty: 4737.199219
	Iteration 4Q: 3 clusters Score -1359917 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1360125.750000 Penalty: 4737.199219
	Iteration 5Q: 3 clusters Score -1360126 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1360328.000000 Penalty: 4737.199219
	Iteration 6Q: 3 clusters Score -1360328 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1360541.125000 Penalty: 4737.199219
	Iteration 7Q: 3 clusters Score -1360541 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1360783.125000 Penalty: 4737.199219
	Iteration 8Q: 3 clusters Score -1360783 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1361043.500000 Penalty: 4737.199219
	Iteration 9Q: 3 clusters Score -1361044 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1361402.750000 Penalty: 4737.199219
	Iteration 10Q: 3 clusters Score -1361403 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1361857.625000 Penalty: 4737.199219
	Iteration 11Q: 3 clusters Score -1361858 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1362368.125000 Penalty: 4737.199219
	Iteration 12F: 3 clusters Score -1362368 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1362833.500000 Penalty: 4737.199219
	Iteration 13Q: 3 clusters Score -1362834 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1363268.500000 Penalty: 4737.199219
	Iteration 14Q: 3 clusters Score -1363268 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1363641.250000 Penalty: 4737.199219
	Iteration 15Q: 3 clusters Score -1363641 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1363921.750000 Penalty: 4737.199219
	Iteration 16Q: 3 clusters Score -1363922 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1364134.750000 Penalty: 4737.199219
	Iteration 17Q: 3 clusters Score -1364135 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1364292.750000 Penalty: 4737.199219
	Iteration 18Q: 3 clusters Score -1364293 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1364397.000000 Penalty: 4737.199219
	Iteration 19Q: 3 clusters Score -1364397 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1364465.875000 Penalty: 4737.199219
	Iteration 20F: 3 clusters Score -1364466 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1364509.875000 Penalty: 4737.199219
	Iteration 21Q: 3 clusters Score -1364510 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1364559.375000 Penalty: 4737.199219
	Iteration 22Q: 3 clusters Score -1364559 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1364612.000000 Penalty: 4737.199219
	Iteration 23Q: 3 clusters Score -1364612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1364676.375000 Penalty: 4737.199219
	Iteration 24Q: 3 clusters Score -1364676 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1364738.500000 Penalty: 4737.199219
	Iteration 25Q: 3 clusters Score -1364738 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1364808.000000 Penalty: 4737.199219
	Iteration 26Q: 3 clusters Score -1364808 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1364870.625000 Penalty: 4737.199219
	Iteration 27Q: 3 clusters Score -1364871 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1364903.375000 Penalty: 4737.199219
	Iteration 28Q: 3 clusters Score -1364903 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1364916.500000 Penalty: 4737.199219
	Iteration 29Q: 3 clusters Score -1364916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1364926.750000 Penalty: 4737.199219
	Iteration 30Q: 3 clusters Score -1364927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1364927.125000 Penalty: 4737.199219
	Iteration 31Q: 3 clusters Score -1364927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1364935.875000 Penalty: 4737.199219
	Iteration 32Q: 3 clusters Score -1364936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1364935.375000 Penalty: 4737.199219
	Iteration 33Q: 3 clusters Score -1364935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1364941.750000 Penalty: 4737.199219
	Iteration 34Q: 3 clusters Score -1364942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1364947.125000 Penalty: 4737.199219
	Iteration 35Q: 3 clusters Score -1364947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1364949.375000 Penalty: 4737.199219
	Iteration 36Q: 3 clusters Score -1364949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1364947.750000 Penalty: 4737.199219
	Iteration 37Q: 3 clusters Score -1364948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1364946.875000 Penalty: 4737.199219
	Iteration 38Q: 3 clusters Score -1364947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1364946.875000 Penalty: 4737.199219
	Iteration 39F: 3 clusters Score -1364947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97674 members 
Entering Unmasked Estep 
Score: -9993876.000000 Penalty: 2849.368896
	Iteration 0F: 2 clusters Score -9993876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -9928466.000000 Penalty: 5698.737793
	Iteration 0F: 3 clusters Score -9928466 nChanged 46235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -9954494.000000 Penalty: 5698.737793
	Iteration 1F: 3 clusters Score -9954494 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -9955217.000000 Penalty: 5698.737793
	Iteration 2Q: 3 clusters Score -9955217 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -9956080.000000 Penalty: 5698.737793
	Iteration 3Q: 3 clusters Score -9956080 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -9956863.000000 Penalty: 5698.737793
	Iteration 4Q: 3 clusters Score -9956863 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -9957800.000000 Penalty: 5698.737793
	Iteration 5Q: 3 clusters Score -9957800 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -9958781.000000 Penalty: 5698.737793
	Iteration 6Q: 3 clusters Score -9958781 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -9959884.000000 Penalty: 5698.737793
	Iteration 7Q: 3 clusters Score -9959884 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -9961060.000000 Penalty: 5698.737793
	Iteration 8Q: 3 clusters Score -9961060 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -9962271.000000 Penalty: 5698.737793
	Iteration 9Q: 3 clusters Score -9962271 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -9963540.000000 Penalty: 5698.737793
	Iteration 10Q: 3 clusters Score -9963540 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -9964938.000000 Penalty: 5698.737793
	Iteration 11Q: 3 clusters Score -9964938 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -9966512.000000 Penalty: 5698.737793
	Iteration 12Q: 3 clusters Score -9966512 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -9968424.000000 Penalty: 5698.737793
	Iteration 13Q: 3 clusters Score -9968424 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 66099 members 
Entering Unmasked Estep 
Score: -9970739.000000 Penalty: 5698.737793
	Iteration 14Q: 3 clusters Score -9970739 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -9973562.000000 Penalty: 5698.737793
	Iteration 15F: 3 clusters Score -9973562 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 75157 members 
Entering Unmasked Estep 
Score: -9976535.000000 Penalty: 5698.737793
	Iteration 16F: 3 clusters Score -9976535 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 79787 members 
Entering Unmasked Estep 
Score: -9979678.000000 Penalty: 5698.737793
	Iteration 17Q: 3 clusters Score -9979678 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 84082 members 
Entering Unmasked Estep 
Score: -9982616.000000 Penalty: 5698.737793
	Iteration 18Q: 3 clusters Score -9982616 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 87731 members 
Entering Unmasked Estep 
Score: -9985170.000000 Penalty: 5698.737793
	Iteration 19Q: 3 clusters Score -9985170 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 90613 members 
Entering Unmasked Estep 
Score: -9987290.000000 Penalty: 5698.737793
	Iteration 20F: 3 clusters Score -9987290 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 92759 members 
Entering Unmasked Estep 
Score: -9988824.000000 Penalty: 5698.737793
	Iteration 21Q: 3 clusters Score -9988824 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 94298 members 
Entering Unmasked Estep 
Score: -9989920.000000 Penalty: 5698.737793
	Iteration 22Q: 3 clusters Score -9989920 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 95285 members 
Entering Unmasked Estep 
Score: -9990642.000000 Penalty: 5698.737793
	Iteration 23Q: 3 clusters Score -9990642 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 95905 members 
Entering Unmasked Estep 
Score: -9991128.000000 Penalty: 5698.737793
	Iteration 24Q: 3 clusters Score -9991128 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -9991365.000000 Penalty: 5698.737793
	Iteration 25Q: 3 clusters Score -9991365 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 96471 members 
Entering Unmasked Estep 
Score: -9991574.000000 Penalty: 5698.737793
	Iteration 26Q: 3 clusters Score -9991574 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -9991682.000000 Penalty: 5698.737793
	Iteration 27Q: 3 clusters Score -9991682 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 96668 members 
Entering Unmasked Estep 
Score: -9991778.000000 Penalty: 5698.737793
	Iteration 28Q: 3 clusters Score -9991778 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 96731 members 
Entering Unmasked Estep 
Score: -9991845.000000 Penalty: 5698.737793
	Iteration 29Q: 3 clusters Score -9991845 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -9991916.000000 Penalty: 5698.737793
	Iteration 30Q: 3 clusters Score -9991916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 96824 members 
Entering Unmasked Estep 
Score: -9991967.000000 Penalty: 5698.737793
	Iteration 31Q: 3 clusters Score -9991967 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 96853 members 
Entering Unmasked Estep 
Score: -9991993.000000 Penalty: 5698.737793
	Iteration 32Q: 3 clusters Score -9991993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 96868 members 
Entering Unmasked Estep 
Score: -9992012.000000 Penalty: 5698.737793
	Iteration 33Q: 3 clusters Score -9992012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 96883 members 
Entering Unmasked Estep 
Score: -9992033.000000 Penalty: 5698.737793
	Iteration 34Q: 3 clusters Score -9992033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 96891 members 
Entering Unmasked Estep 
Score: -9992057.000000 Penalty: 5698.737793
	Iteration 35Q: 3 clusters Score -9992057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 96899 members 
Entering Unmasked Estep 
Score: -9992066.000000 Penalty: 5698.737793
	Iteration 36Q: 3 clusters Score -9992066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -9992077.000000 Penalty: 5698.737793
	Iteration 37Q: 3 clusters Score -9992077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -9992088.000000 Penalty: 5698.737793
	Iteration 38Q: 3 clusters Score -9992088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -9992103.000000 Penalty: 5698.737793
	Iteration 39Q: 3 clusters Score -9992103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 96918 members 
Entering Unmasked Estep 
Score: -9992101.000000 Penalty: 5698.737793
	Iteration 40F: 3 clusters Score -9992101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 96915 members 
Entering Unmasked Estep 
Score: -9992095.000000 Penalty: 5698.737793
	Iteration 41Q: 3 clusters Score -9992095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -9992111.000000 Penalty: 5698.737793
	Iteration 42Q: 3 clusters Score -9992111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 96915 members 
Entering Unmasked Estep 
Score: -9992122.000000 Penalty: 5698.737793
	Iteration 43Q: 3 clusters Score -9992122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 96917 members 
Entering Unmasked Estep 
Score: -9992126.000000 Penalty: 5698.737793
	Iteration 44Q: 3 clusters Score -9992126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -9992117.000000 Penalty: 5698.737793
	Iteration 45Q: 3 clusters Score -9992117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 96922 members 
Entering Unmasked Estep 
Score: -9992120.000000 Penalty: 5698.737793
	Iteration 46Q: 3 clusters Score -9992120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 96924 members 
Entering Unmasked Estep 
Score: -9992116.000000 Penalty: 5698.737793
	Iteration 47Q: 3 clusters Score -9992116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -9992122.000000 Penalty: 5698.737793
	Iteration 48Q: 3 clusters Score -9992122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 96932 members 
Entering Unmasked Estep 
Score: -9992127.000000 Penalty: 5698.737793
	Iteration 49Q: 3 clusters Score -9992127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -9992121.000000 Penalty: 5698.737793
	Iteration 50Q: 3 clusters Score -9992121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -9992114.000000 Penalty: 5698.737793
	Iteration 51Q: 3 clusters Score -9992114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -9992107.000000 Penalty: 5698.737793
	Iteration 52Q: 3 clusters Score -9992107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 96941 members 
Entering Unmasked Estep 
Score: -9992112.000000 Penalty: 5698.737793
	Iteration 53Q: 3 clusters Score -9992112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 96942 members 
Entering Unmasked Estep 
Score: -9992111.000000 Penalty: 5698.737793
	Iteration 54Q: 3 clusters Score -9992111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 96943 members 
Entering Unmasked Estep 
Score: -9992122.000000 Penalty: 5698.737793
	Iteration 55Q: 3 clusters Score -9992122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 96944 members 
Entering Unmasked Estep 
Score: -9992124.000000 Penalty: 5698.737793
	Iteration 56Q: 3 clusters Score -9992124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 96942 members 
Entering Unmasked Estep 
Score: -9992133.000000 Penalty: 5698.737793
	Iteration 57Q: 3 clusters Score -9992133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 96942 members 
Entering Unmasked Estep 
Score: -9992133.000000 Penalty: 5698.737793
	Iteration 58F: 3 clusters Score -9992133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Entering Unmasked Estep 
Score: -1358037.875000 Penalty: 2365.313721
	Iteration 0F: 2 clusters Score -1358038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1347775.000000 Penalty: 4730.627441
	Iteration 0F: 3 clusters Score -1347775 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1351052.000000 Penalty: 4730.627441
	Iteration 1F: 3 clusters Score -1351052 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1351475.250000 Penalty: 4730.627441
	Iteration 2F: 3 clusters Score -1351475 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1351883.625000 Penalty: 4730.627441
	Iteration 3F: 3 clusters Score -1351884 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1352322.625000 Penalty: 4730.627441
	Iteration 4F: 3 clusters Score -1352323 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1352829.875000 Penalty: 4730.627441
	Iteration 5F: 3 clusters Score -1352830 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1353310.500000 Penalty: 4730.627441
	Iteration 6F: 3 clusters Score -1353310 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1353751.375000 Penalty: 4730.627441
	Iteration 7F: 3 clusters Score -1353751 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1354132.625000 Penalty: 4730.627441
	Iteration 8Q: 3 clusters Score -1354133 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1354441.750000 Penalty: 4730.627441
	Iteration 9Q: 3 clusters Score -1354442 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1354670.500000 Penalty: 4730.627441
	Iteration 10Q: 3 clusters Score -1354670 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1354851.375000 Penalty: 4730.627441
	Iteration 11Q: 3 clusters Score -1354851 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1354968.000000 Penalty: 4730.627441
	Iteration 12Q: 3 clusters Score -1354968 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1355069.625000 Penalty: 4730.627441
	Iteration 13Q: 3 clusters Score -1355070 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1355162.875000 Penalty: 4730.627441
	Iteration 14Q: 3 clusters Score -1355163 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1355230.500000 Penalty: 4730.627441
	Iteration 15Q: 3 clusters Score -1355230 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1355283.375000 Penalty: 4730.627441
	Iteration 16Q: 3 clusters Score -1355283 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1355332.625000 Penalty: 4730.627441
	Iteration 17Q: 3 clusters Score -1355333 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1355387.875000 Penalty: 4730.627441
	Iteration 18Q: 3 clusters Score -1355388 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1355448.125000 Penalty: 4730.627441
	Iteration 19Q: 3 clusters Score -1355448 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1355507.125000 Penalty: 4730.627441
	Iteration 20F: 3 clusters Score -1355507 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1355582.250000 Penalty: 4730.627441
	Iteration 21Q: 3 clusters Score -1355582 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1355655.500000 Penalty: 4730.627441
	Iteration 22Q: 3 clusters Score -1355656 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1355720.625000 Penalty: 4730.627441
	Iteration 23Q: 3 clusters Score -1355721 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1355773.000000 Penalty: 4730.627441
	Iteration 24Q: 3 clusters Score -1355773 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1355835.250000 Penalty: 4730.627441
	Iteration 25Q: 3 clusters Score -1355835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1355865.000000 Penalty: 4730.627441
	Iteration 26Q: 3 clusters Score -1355865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1355891.875000 Penalty: 4730.627441
	Iteration 27Q: 3 clusters Score -1355892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1355910.250000 Penalty: 4730.627441
	Iteration 28Q: 3 clusters Score -1355910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1355927.250000 Penalty: 4730.627441
	Iteration 29Q: 3 clusters Score -1355927 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1355947.875000 Penalty: 4730.627441
	Iteration 30Q: 3 clusters Score -1355948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1355969.000000 Penalty: 4730.627441
	Iteration 31Q: 3 clusters Score -1355969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1355985.625000 Penalty: 4730.627441
	Iteration 32Q: 3 clusters Score -1355986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1355996.500000 Penalty: 4730.627441
	Iteration 33Q: 3 clusters Score -1355996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1356006.625000 Penalty: 4730.627441
	Iteration 34Q: 3 clusters Score -1356007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1356014.875000 Penalty: 4730.627441
	Iteration 35Q: 3 clusters Score -1356015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1356019.750000 Penalty: 4730.627441
	Iteration 36Q: 3 clusters Score -1356020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1356027.125000 Penalty: 4730.627441
	Iteration 37Q: 3 clusters Score -1356027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1356029.625000 Penalty: 4730.627441
	Iteration 38Q: 3 clusters Score -1356030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1356032.125000 Penalty: 4730.627441
	Iteration 39Q: 3 clusters Score -1356032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1356036.125000 Penalty: 4730.627441
	Iteration 40F: 3 clusters Score -1356036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1356038.875000 Penalty: 4730.627441
	Iteration 41Q: 3 clusters Score -1356039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1356041.625000 Penalty: 4730.627441
	Iteration 42Q: 3 clusters Score -1356042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1356047.500000 Penalty: 4730.627441
	Iteration 43Q: 3 clusters Score -1356048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1356052.125000 Penalty: 4730.627441
	Iteration 44Q: 3 clusters Score -1356052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1356056.750000 Penalty: 4730.627441
	Iteration 45Q: 3 clusters Score -1356057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1356061.625000 Penalty: 4730.627441
	Iteration 46Q: 3 clusters Score -1356062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1356065.000000 Penalty: 4730.627441
	Iteration 47Q: 3 clusters Score -1356065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1356069.000000 Penalty: 4730.627441
	Iteration 48Q: 3 clusters Score -1356069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1356070.125000 Penalty: 4730.627441
	Iteration 49Q: 3 clusters Score -1356070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1356069.750000 Penalty: 4730.627441
	Iteration 50Q: 3 clusters Score -1356070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1356072.125000 Penalty: 4730.627441
	Iteration 51Q: 3 clusters Score -1356072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1356074.125000 Penalty: 4730.627441
	Iteration 52Q: 3 clusters Score -1356074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1356073.000000 Penalty: 4730.627441
	Iteration 53Q: 3 clusters Score -1356073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1356077.875000 Penalty: 4730.627441
	Iteration 54Q: 3 clusters Score -1356078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1356086.250000 Penalty: 4730.627441
	Iteration 55Q: 3 clusters Score -1356086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1356087.875000 Penalty: 4730.627441
	Iteration 56Q: 3 clusters Score -1356088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1356095.875000 Penalty: 4730.627441
	Iteration 57Q: 3 clusters Score -1356096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1356103.500000 Penalty: 4730.627441
	Iteration 58Q: 3 clusters Score -1356104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1356115.750000 Penalty: 4730.627441
	Iteration 59Q: 3 clusters Score -1356116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1356120.500000 Penalty: 4730.627441
	Iteration 60F: 3 clusters Score -1356120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1356125.750000 Penalty: 4730.627441
	Iteration 61Q: 3 clusters Score -1356126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1356136.500000 Penalty: 4730.627441
	Iteration 62Q: 3 clusters Score -1356136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1356141.375000 Penalty: 4730.627441
	Iteration 63Q: 3 clusters Score -1356141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1356146.875000 Penalty: 4730.627441
	Iteration 64Q: 3 clusters Score -1356147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1356148.625000 Penalty: 4730.627441
	Iteration 65Q: 3 clusters Score -1356149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1356152.000000 Penalty: 4730.627441
	Iteration 66Q: 3 clusters Score -1356152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1356154.875000 Penalty: 4730.627441
	Iteration 67Q: 3 clusters Score -1356155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1356154.875000 Penalty: 4730.627441
	Iteration 68F: 3 clusters Score -1356155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Entering Unmasked Estep 
Score: -4523076.000000 Penalty: 2655.105713
	Iteration 0F: 2 clusters Score -4523076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4492922.500000 Penalty: 5310.211426
	Iteration 0F: 3 clusters Score -4492922 nChanged 20498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -4504215.000000 Penalty: 5310.211426
	Iteration 1F: 3 clusters Score -4504215 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -4504708.500000 Penalty: 5310.211426
	Iteration 2Q: 3 clusters Score -4504708 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -4505139.000000 Penalty: 5310.211426
	Iteration 3Q: 3 clusters Score -4505139 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -4505590.000000 Penalty: 5310.211426
	Iteration 4Q: 3 clusters Score -4505590 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -4506057.500000 Penalty: 5310.211426
	Iteration 5Q: 3 clusters Score -4506058 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -4506601.500000 Penalty: 5310.211426
	Iteration 6Q: 3 clusters Score -4506602 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -4507380.000000 Penalty: 5310.211426
	Iteration 7Q: 3 clusters Score -4507380 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -4508615.000000 Penalty: 5310.211426
	Iteration 8Q: 3 clusters Score -4508615 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -4510501.500000 Penalty: 5310.211426
	Iteration 9F: 3 clusters Score -4510502 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -4513073.500000 Penalty: 5310.211426
	Iteration 10F: 3 clusters Score -4513074 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -4515941.000000 Penalty: 5310.211426
	Iteration 11F: 3 clusters Score -4515941 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -4518288.500000 Penalty: 5310.211426
	Iteration 12F: 3 clusters Score -4518288 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -4519624.500000 Penalty: 5310.211426
	Iteration 13Q: 3 clusters Score -4519624 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -4520204.500000 Penalty: 5310.211426
	Iteration 14Q: 3 clusters Score -4520204 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -4520470.500000 Penalty: 5310.211426
	Iteration 15Q: 3 clusters Score -4520470 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -4520583.500000 Penalty: 5310.211426
	Iteration 16Q: 3 clusters Score -4520584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -4520654.000000 Penalty: 5310.211426
	Iteration 17Q: 3 clusters Score -4520654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -4520685.500000 Penalty: 5310.211426
	Iteration 18Q: 3 clusters Score -4520686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -4520717.500000 Penalty: 5310.211426
	Iteration 19Q: 3 clusters Score -4520718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -4520747.000000 Penalty: 5310.211426
	Iteration 20F: 3 clusters Score -4520747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -4520757.000000 Penalty: 5310.211426
	Iteration 21Q: 3 clusters Score -4520757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -4520761.500000 Penalty: 5310.211426
	Iteration 22Q: 3 clusters Score -4520762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -4520764.500000 Penalty: 5310.211426
	Iteration 23Q: 3 clusters Score -4520764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -4520764.500000 Penalty: 5310.211426
	Iteration 24F: 3 clusters Score -4520764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Entering Unmasked Estep 
Score: -1098102.250000 Penalty: 2307.485352
	Iteration 0F: 2 clusters Score -1098102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1089821.000000 Penalty: 4614.970703
	Iteration 0F: 3 clusters Score -1089821 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1092206.000000 Penalty: 4614.970703
	Iteration 1F: 3 clusters Score -1092206 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1092563.125000 Penalty: 4614.970703
	Iteration 2F: 3 clusters Score -1092563 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1092904.125000 Penalty: 4614.970703
	Iteration 3F: 3 clusters Score -1092904 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1093190.500000 Penalty: 4614.970703
	Iteration 4Q: 3 clusters Score -1093190 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1093436.125000 Penalty: 4614.970703
	Iteration 5Q: 3 clusters Score -1093436 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1093691.000000 Penalty: 4614.970703
	Iteration 6Q: 3 clusters Score -1093691 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1093961.500000 Penalty: 4614.970703
	Iteration 7Q: 3 clusters Score -1093962 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1094243.375000 Penalty: 4614.970703
	Iteration 8Q: 3 clusters Score -1094243 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1094576.750000 Penalty: 4614.970703
	Iteration 9Q: 3 clusters Score -1094577 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1094911.250000 Penalty: 4614.970703
	Iteration 10Q: 3 clusters Score -1094911 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1095253.000000 Penalty: 4614.970703
	Iteration 11Q: 3 clusters Score -1095253 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1095593.625000 Penalty: 4614.970703
	Iteration 12Q: 3 clusters Score -1095594 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1095926.000000 Penalty: 4614.970703
	Iteration 13Q: 3 clusters Score -1095926 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1096274.500000 Penalty: 4614.970703
	Iteration 14Q: 3 clusters Score -1096274 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1096567.375000 Penalty: 4614.970703
	Iteration 15Q: 3 clusters Score -1096567 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1096839.625000 Penalty: 4614.970703
	Iteration 16Q: 3 clusters Score -1096840 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1097099.250000 Penalty: 4614.970703
	Iteration 17Q: 3 clusters Score -1097099 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1097331.125000 Penalty: 4614.970703
	Iteration 18Q: 3 clusters Score -1097331 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1097473.875000 Penalty: 4614.970703
	Iteration 19Q: 3 clusters Score -1097474 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1097558.875000 Penalty: 4614.970703
	Iteration 20F: 3 clusters Score -1097559 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1097604.250000 Penalty: 4614.970703
	Iteration 21Q: 3 clusters Score -1097604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1097616.125000 Penalty: 4614.970703
	Iteration 22Q: 3 clusters Score -1097616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1097627.875000 Penalty: 4614.970703
	Iteration 23Q: 3 clusters Score -1097628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1097633.500000 Penalty: 4614.970703
	Iteration 24Q: 3 clusters Score -1097634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1097634.375000 Penalty: 4614.970703
	Iteration 25Q: 3 clusters Score -1097634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1097636.875000 Penalty: 4614.970703
	Iteration 26Q: 3 clusters Score -1097637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1097640.875000 Penalty: 4614.970703
	Iteration 27Q: 3 clusters Score -1097641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1097643.875000 Penalty: 4614.970703
	Iteration 28Q: 3 clusters Score -1097644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1097644.750000 Penalty: 4614.970703
	Iteration 29Q: 3 clusters Score -1097645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1097645.125000 Penalty: 4614.970703
	Iteration 30Q: 3 clusters Score -1097645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1097644.875000 Penalty: 4614.970703
	Iteration 31Q: 3 clusters Score -1097645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1097644.875000 Penalty: 4614.970703
	Iteration 32F: 3 clusters Score -1097645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Entering Unmasked Estep 
Score: -2629464.500000 Penalty: 2517.470215
	Iteration 0F: 2 clusters Score -2629464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2611804.250000 Penalty: 5034.940430
	Iteration 0F: 3 clusters Score -2611804 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2618098.250000 Penalty: 5034.940430
	Iteration 1F: 3 clusters Score -2618098 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2618622.750000 Penalty: 5034.940430
	Iteration 2F: 3 clusters Score -2618623 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2619101.250000 Penalty: 5034.940430
	Iteration 3Q: 3 clusters Score -2619101 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2619548.500000 Penalty: 5034.940430
	Iteration 4Q: 3 clusters Score -2619548 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2619960.250000 Penalty: 5034.940430
	Iteration 5Q: 3 clusters Score -2619960 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2620344.750000 Penalty: 5034.940430
	Iteration 6Q: 3 clusters Score -2620345 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2620758.750000 Penalty: 5034.940430
	Iteration 7Q: 3 clusters Score -2620759 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2621215.250000 Penalty: 5034.940430
	Iteration 8Q: 3 clusters Score -2621215 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2621735.500000 Penalty: 5034.940430
	Iteration 9Q: 3 clusters Score -2621736 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2622386.750000 Penalty: 5034.940430
	Iteration 10Q: 3 clusters Score -2622387 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2623082.250000 Penalty: 5034.940430
	Iteration 11Q: 3 clusters Score -2623082 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2623647.750000 Penalty: 5034.940430
	Iteration 12Q: 3 clusters Score -2623648 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2623982.250000 Penalty: 5034.940430
	Iteration 13Q: 3 clusters Score -2623982 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2624136.750000 Penalty: 5034.940430
	Iteration 14Q: 3 clusters Score -2624137 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2624227.750000 Penalty: 5034.940430
	Iteration 15Q: 3 clusters Score -2624228 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2624291.250000 Penalty: 5034.940430
	Iteration 16Q: 3 clusters Score -2624291 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2624362.250000 Penalty: 5034.940430
	Iteration 17Q: 3 clusters Score -2624362 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2624417.750000 Penalty: 5034.940430
	Iteration 18Q: 3 clusters Score -2624418 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2624481.500000 Penalty: 5034.940430
	Iteration 19Q: 3 clusters Score -2624482 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2624552.750000 Penalty: 5034.940430
	Iteration 20F: 3 clusters Score -2624553 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2624629.750000 Penalty: 5034.940430
	Iteration 21Q: 3 clusters Score -2624630 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2624715.250000 Penalty: 5034.940430
	Iteration 22Q: 3 clusters Score -2624715 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2624789.250000 Penalty: 5034.940430
	Iteration 23Q: 3 clusters Score -2624789 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2624882.250000 Penalty: 5034.940430
	Iteration 24Q: 3 clusters Score -2624882 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2624949.750000 Penalty: 5034.940430
	Iteration 25Q: 3 clusters Score -2624950 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2625021.250000 Penalty: 5034.940430
	Iteration 26Q: 3 clusters Score -2625021 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2625073.250000 Penalty: 5034.940430
	Iteration 27Q: 3 clusters Score -2625073 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2625139.000000 Penalty: 5034.940430
	Iteration 28Q: 3 clusters Score -2625139 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2625198.750000 Penalty: 5034.940430
	Iteration 29Q: 3 clusters Score -2625199 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2625244.250000 Penalty: 5034.940430
	Iteration 30Q: 3 clusters Score -2625244 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2625295.750000 Penalty: 5034.940430
	Iteration 31Q: 3 clusters Score -2625296 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2625345.750000 Penalty: 5034.940430
	Iteration 32Q: 3 clusters Score -2625346 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2625385.250000 Penalty: 5034.940430
	Iteration 33Q: 3 clusters Score -2625385 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2625432.250000 Penalty: 5034.940430
	Iteration 34Q: 3 clusters Score -2625432 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2625475.500000 Penalty: 5034.940430
	Iteration 35Q: 3 clusters Score -2625476 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2625507.750000 Penalty: 5034.940430
	Iteration 36Q: 3 clusters Score -2625508 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2625540.500000 Penalty: 5034.940430
	Iteration 37Q: 3 clusters Score -2625540 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2625601.000000 Penalty: 5034.940430
	Iteration 38Q: 3 clusters Score -2625601 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2625634.250000 Penalty: 5034.940430
	Iteration 39Q: 3 clusters Score -2625634 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2625686.500000 Penalty: 5034.940430
	Iteration 40F: 3 clusters Score -2625686 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2625729.500000 Penalty: 5034.940430
	Iteration 41Q: 3 clusters Score -2625730 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2625770.250000 Penalty: 5034.940430
	Iteration 42Q: 3 clusters Score -2625770 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2625814.750000 Penalty: 5034.940430
	Iteration 43Q: 3 clusters Score -2625815 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2625840.500000 Penalty: 5034.940430
	Iteration 44Q: 3 clusters Score -2625840 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2625890.250000 Penalty: 5034.940430
	Iteration 45Q: 3 clusters Score -2625890 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2625948.500000 Penalty: 5034.940430
	Iteration 46Q: 3 clusters Score -2625948 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2625983.250000 Penalty: 5034.940430
	Iteration 47Q: 3 clusters Score -2625983 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2626022.750000 Penalty: 5034.940430
	Iteration 48Q: 3 clusters Score -2626023 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2626060.250000 Penalty: 5034.940430
	Iteration 49Q: 3 clusters Score -2626060 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2626097.250000 Penalty: 5034.940430
	Iteration 50Q: 3 clusters Score -2626097 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2626153.250000 Penalty: 5034.940430
	Iteration 51Q: 3 clusters Score -2626153 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2626194.000000 Penalty: 5034.940430
	Iteration 52Q: 3 clusters Score -2626194 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2626246.250000 Penalty: 5034.940430
	Iteration 53Q: 3 clusters Score -2626246 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2626285.750000 Penalty: 5034.940430
	Iteration 54Q: 3 clusters Score -2626286 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2626321.500000 Penalty: 5034.940430
	Iteration 55Q: 3 clusters Score -2626322 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2626380.750000 Penalty: 5034.940430
	Iteration 56Q: 3 clusters Score -2626381 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2626421.250000 Penalty: 5034.940430
	Iteration 57Q: 3 clusters Score -2626421 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2626469.500000 Penalty: 5034.940430
	Iteration 58Q: 3 clusters Score -2626470 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2626507.750000 Penalty: 5034.940430
	Iteration 59Q: 3 clusters Score -2626508 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2626549.000000 Penalty: 5034.940430
	Iteration 60F: 3 clusters Score -2626549 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2626605.000000 Penalty: 5034.940430
	Iteration 61Q: 3 clusters Score -2626605 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2626639.500000 Penalty: 5034.940430
	Iteration 62Q: 3 clusters Score -2626640 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2626670.250000 Penalty: 5034.940430
	Iteration 63Q: 3 clusters Score -2626670 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2626701.250000 Penalty: 5034.940430
	Iteration 64Q: 3 clusters Score -2626701 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2626748.000000 Penalty: 5034.940430
	Iteration 65Q: 3 clusters Score -2626748 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2626790.250000 Penalty: 5034.940430
	Iteration 66Q: 3 clusters Score -2626790 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2626815.750000 Penalty: 5034.940430
	Iteration 67Q: 3 clusters Score -2626816 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2626859.500000 Penalty: 5034.940430
	Iteration 68Q: 3 clusters Score -2626860 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2626892.500000 Penalty: 5034.940430
	Iteration 69Q: 3 clusters Score -2626892 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2626923.000000 Penalty: 5034.940430
	Iteration 70Q: 3 clusters Score -2626923 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2626959.000000 Penalty: 5034.940430
	Iteration 71Q: 3 clusters Score -2626959 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2627004.000000 Penalty: 5034.940430
	Iteration 72Q: 3 clusters Score -2627004 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2627046.250000 Penalty: 5034.940430
	Iteration 73Q: 3 clusters Score -2627046 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2627067.750000 Penalty: 5034.940430
	Iteration 74Q: 3 clusters Score -2627068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2627090.750000 Penalty: 5034.940430
	Iteration 75Q: 3 clusters Score -2627091 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2627116.750000 Penalty: 5034.940430
	Iteration 76Q: 3 clusters Score -2627117 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2627139.500000 Penalty: 5034.940430
	Iteration 77Q: 3 clusters Score -2627140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2627156.500000 Penalty: 5034.940430
	Iteration 78Q: 3 clusters Score -2627156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2627168.500000 Penalty: 5034.940430
	Iteration 79Q: 3 clusters Score -2627168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2627173.750000 Penalty: 5034.940430
	Iteration 80F: 3 clusters Score -2627174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2627185.250000 Penalty: 5034.940430
	Iteration 81Q: 3 clusters Score -2627185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2627195.750000 Penalty: 5034.940430
	Iteration 82Q: 3 clusters Score -2627196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2627201.500000 Penalty: 5034.940430
	Iteration 83Q: 3 clusters Score -2627202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2627202.500000 Penalty: 5034.940430
	Iteration 84Q: 3 clusters Score -2627202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2627208.250000 Penalty: 5034.940430
	Iteration 85Q: 3 clusters Score -2627208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2627216.250000 Penalty: 5034.940430
	Iteration 86Q: 3 clusters Score -2627216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2627208.750000 Penalty: 5034.940430
	Iteration 87Q: 3 clusters Score -2627209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2627215.000000 Penalty: 5034.940430
	Iteration 88Q: 3 clusters Score -2627215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2627219.500000 Penalty: 5034.940430
	Iteration 89Q: 3 clusters Score -2627220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2627223.750000 Penalty: 5034.940430
	Iteration 90Q: 3 clusters Score -2627224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2627224.000000 Penalty: 5034.940430
	Iteration 91Q: 3 clusters Score -2627224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2627229.500000 Penalty: 5034.940430
	Iteration 92Q: 3 clusters Score -2627230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2627233.750000 Penalty: 5034.940430
	Iteration 93Q: 3 clusters Score -2627234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2627240.500000 Penalty: 5034.940430
	Iteration 94Q: 3 clusters Score -2627240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2627238.000000 Penalty: 5034.940430
	Iteration 95Q: 3 clusters Score -2627238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2627241.000000 Penalty: 5034.940430
	Iteration 96Q: 3 clusters Score -2627241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2627236.000000 Penalty: 5034.940430
	Iteration 97Q: 3 clusters Score -2627236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2627242.250000 Penalty: 5034.940430
	Iteration 98Q: 3 clusters Score -2627242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2627246.250000 Penalty: 5034.940430
	Iteration 99Q: 3 clusters Score -2627246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2627249.000000 Penalty: 5034.940430
	Iteration 100F: 3 clusters Score -2627249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2627251.750000 Penalty: 5034.940430
	Iteration 101Q: 3 clusters Score -2627252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2627262.000000 Penalty: 5034.940430
	Iteration 102Q: 3 clusters Score -2627262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2627261.500000 Penalty: 5034.940430
	Iteration 103Q: 3 clusters Score -2627262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2627266.000000 Penalty: 5034.940430
	Iteration 104Q: 3 clusters Score -2627266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2627266.250000 Penalty: 5034.940430
	Iteration 105Q: 3 clusters Score -2627266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2627263.500000 Penalty: 5034.940430
	Iteration 106Q: 3 clusters Score -2627264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2627269.250000 Penalty: 5034.940430
	Iteration 107Q: 3 clusters Score -2627269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2627266.250000 Penalty: 5034.940430
	Iteration 108Q: 3 clusters Score -2627266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2627269.250000 Penalty: 5034.940430
	Iteration 109Q: 3 clusters Score -2627269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2627282.500000 Penalty: 5034.940430
	Iteration 110Q: 3 clusters Score -2627282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2627297.500000 Penalty: 5034.940430
	Iteration 111Q: 3 clusters Score -2627298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2627318.750000 Penalty: 5034.940430
	Iteration 112Q: 3 clusters Score -2627319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2627325.250000 Penalty: 5034.940430
	Iteration 113Q: 3 clusters Score -2627325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2627325.500000 Penalty: 5034.940430
	Iteration 114Q: 3 clusters Score -2627326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2627329.500000 Penalty: 5034.940430
	Iteration 115Q: 3 clusters Score -2627330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2627331.000000 Penalty: 5034.940430
	Iteration 116Q: 3 clusters Score -2627331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2627338.500000 Penalty: 5034.940430
	Iteration 117Q: 3 clusters Score -2627338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2627347.500000 Penalty: 5034.940430
	Iteration 118Q: 3 clusters Score -2627348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2627357.250000 Penalty: 5034.940430
	Iteration 119Q: 3 clusters Score -2627357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2627374.500000 Penalty: 5034.940430
	Iteration 120F: 3 clusters Score -2627374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2627373.500000 Penalty: 5034.940430
	Iteration 121Q: 3 clusters Score -2627374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2627378.750000 Penalty: 5034.940430
	Iteration 122Q: 3 clusters Score -2627379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2627384.000000 Penalty: 5034.940430
	Iteration 123Q: 3 clusters Score -2627384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2627384.250000 Penalty: 5034.940430
	Iteration 124Q: 3 clusters Score -2627384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2627384.250000 Penalty: 5034.940430
	Iteration 125Q: 3 clusters Score -2627384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2627385.000000 Penalty: 5034.940430
	Iteration 126Q: 3 clusters Score -2627385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2627384.500000 Penalty: 5034.940430
	Iteration 127Q: 3 clusters Score -2627384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2627384.500000 Penalty: 5034.940430
	Iteration 128F: 3 clusters Score -2627384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Entering Unmasked Estep 
Score: -1522034.625000 Penalty: 2393.283203
	Iteration 0F: 2 clusters Score -1522035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1510838.000000 Penalty: 4786.566406
	Iteration 0F: 3 clusters Score -1510838 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1514401.500000 Penalty: 4786.566406
	Iteration 1F: 3 clusters Score -1514402 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1514787.625000 Penalty: 4786.566406
	Iteration 2F: 3 clusters Score -1514788 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1515093.875000 Penalty: 4786.566406
	Iteration 3Q: 3 clusters Score -1515094 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1515396.750000 Penalty: 4786.566406
	Iteration 4Q: 3 clusters Score -1515397 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1515784.250000 Penalty: 4786.566406
	Iteration 5Q: 3 clusters Score -1515784 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1516293.375000 Penalty: 4786.566406
	Iteration 6F: 3 clusters Score -1516293 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1516978.250000 Penalty: 4786.566406
	Iteration 7F: 3 clusters Score -1516978 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1517832.250000 Penalty: 4786.566406
	Iteration 8F: 3 clusters Score -1517832 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1518740.000000 Penalty: 4786.566406
	Iteration 9F: 3 clusters Score -1518740 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1519431.375000 Penalty: 4786.566406
	Iteration 10Q: 3 clusters Score -1519431 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1519860.375000 Penalty: 4786.566406
	Iteration 11Q: 3 clusters Score -1519860 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1520100.625000 Penalty: 4786.566406
	Iteration 12Q: 3 clusters Score -1520101 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1520253.500000 Penalty: 4786.566406
	Iteration 13Q: 3 clusters Score -1520254 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1520387.125000 Penalty: 4786.566406
	Iteration 14Q: 3 clusters Score -1520387 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1520476.125000 Penalty: 4786.566406
	Iteration 15Q: 3 clusters Score -1520476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1520514.875000 Penalty: 4786.566406
	Iteration 16Q: 3 clusters Score -1520515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1520537.250000 Penalty: 4786.566406
	Iteration 17Q: 3 clusters Score -1520537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1520548.625000 Penalty: 4786.566406
	Iteration 18Q: 3 clusters Score -1520549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1520546.250000 Penalty: 4786.566406
	Iteration 19Q: 3 clusters Score -1520546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1520551.000000 Penalty: 4786.566406
	Iteration 20F: 3 clusters Score -1520551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1520550.375000 Penalty: 4786.566406
	Iteration 21Q: 3 clusters Score -1520550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1520554.000000 Penalty: 4786.566406
	Iteration 22Q: 3 clusters Score -1520554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1520556.125000 Penalty: 4786.566406
	Iteration 23Q: 3 clusters Score -1520556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1520557.500000 Penalty: 4786.566406
	Iteration 24Q: 3 clusters Score -1520558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1520562.125000 Penalty: 4786.566406
	Iteration 25Q: 3 clusters Score -1520562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1520562.500000 Penalty: 4786.566406
	Iteration 26Q: 3 clusters Score -1520562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1520562.500000 Penalty: 4786.566406
	Iteration 27F: 3 clusters Score -1520562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (192409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192409 members 
Entering Unmasked Estep 
Score: -19405670.000000 Penalty: 3017.509766
	Iteration 0F: 2 clusters Score -1.940567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -19277070.000000 Penalty: 6035.019531
	Iteration 0F: 3 clusters Score -1.927707e+07 nChanged 92427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92756 members 
Mstep: Class 2 contains 99653 members 
Entering Unmasked Estep 
Score: -19330526.000000 Penalty: 6035.019531
	Iteration 1F: 3 clusters Score -1.933053e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90410 members 
Mstep: Class 2 contains 101999 members 
Entering Unmasked Estep 
Score: -19331572.000000 Penalty: 6035.019531
	Iteration 2Q: 3 clusters Score -1.933157e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 105625 members 
Entering Unmasked Estep 
Score: -19332962.000000 Penalty: 6035.019531
	Iteration 3Q: 3 clusters Score -1.933296e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81172 members 
Mstep: Class 2 contains 111237 members 
Entering Unmasked Estep 
Score: -19335296.000000 Penalty: 6035.019531
	Iteration 4Q: 3 clusters Score -1.93353e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 119584 members 
Entering Unmasked Estep 
Score: -19339628.000000 Penalty: 6035.019531
	Iteration 5Q: 3 clusters Score -1.933963e+07 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 131561 members 
Entering Unmasked Estep 
Score: -19347772.000000 Penalty: 6035.019531
	Iteration 6F: 3 clusters Score -1.934777e+07 nChanged 15130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 146497 members 
Entering Unmasked Estep 
Score: -19359980.000000 Penalty: 6035.019531
	Iteration 7F: 3 clusters Score -1.935998e+07 nChanged 15661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 162108 members 
Entering Unmasked Estep 
Score: -19374244.000000 Penalty: 6035.019531
	Iteration 8F: 3 clusters Score -1.937424e+07 nChanged 13002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 175100 members 
Entering Unmasked Estep 
Score: -19386806.000000 Penalty: 6035.019531
	Iteration 9F: 3 clusters Score -1.938681e+07 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 183855 members 
Entering Unmasked Estep 
Score: -19395288.000000 Penalty: 6035.019531
	Iteration 10Q: 3 clusters Score -1.939529e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 188619 members 
Entering Unmasked Estep 
Score: -19399704.000000 Penalty: 6035.019531
	Iteration 11Q: 3 clusters Score -1.93997e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 190796 members 
Entering Unmasked Estep 
Score: -19401644.000000 Penalty: 6035.019531
	Iteration 12Q: 3 clusters Score -1.940164e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 191670 members 
Entering Unmasked Estep 
Score: -19402400.000000 Penalty: 6035.019531
	Iteration 13Q: 3 clusters Score -1.94024e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 191948 members 
Entering Unmasked Estep 
Score: -19402678.000000 Penalty: 6035.019531
	Iteration 14Q: 3 clusters Score -1.940268e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 192055 members 
Entering Unmasked Estep 
Score: -19402776.000000 Penalty: 6035.019531
	Iteration 15Q: 3 clusters Score -1.940278e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 192096 members 
Entering Unmasked Estep 
Score: -19402858.000000 Penalty: 6035.019531
	Iteration 16Q: 3 clusters Score -1.940286e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 192119 members 
Entering Unmasked Estep 
Score: -19402890.000000 Penalty: 6035.019531
	Iteration 17Q: 3 clusters Score -1.940289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 192131 members 
Entering Unmasked Estep 
Score: -19402898.000000 Penalty: 6035.019531
	Iteration 18Q: 3 clusters Score -1.94029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 192144 members 
Entering Unmasked Estep 
Score: -19402934.000000 Penalty: 6035.019531
	Iteration 19Q: 3 clusters Score -1.940293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 192148 members 
Entering Unmasked Estep 
Score: -19402944.000000 Penalty: 6035.019531
	Iteration 20F: 3 clusters Score -1.940294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 192154 members 
Entering Unmasked Estep 
Score: -19402944.000000 Penalty: 6035.019531
	Iteration 21Q: 3 clusters Score -1.940294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192160 members 
Entering Unmasked Estep 
Score: -19402978.000000 Penalty: 6035.019531
	Iteration 22Q: 3 clusters Score -1.940298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 192166 members 
Entering Unmasked Estep 
Score: -19402992.000000 Penalty: 6035.019531
	Iteration 23Q: 3 clusters Score -1.940299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 192168 members 
Entering Unmasked Estep 
Score: -19402994.000000 Penalty: 6035.019531
	Iteration 24Q: 3 clusters Score -1.940299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 192169 members 
Entering Unmasked Estep 
Score: -19402994.000000 Penalty: 6035.019531
	Iteration 25Q: 3 clusters Score -1.940299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 192168 members 
Entering Unmasked Estep 
Score: -19402992.000000 Penalty: 6035.019531
	Iteration 26Q: 3 clusters Score -1.940299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 192169 members 
Entering Unmasked Estep 
Score: -19402990.000000 Penalty: 6035.019531
	Iteration 27Q: 3 clusters Score -1.940299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 192169 members 
Entering Unmasked Estep 
Score: -19402990.000000 Penalty: 6035.019531
	Iteration 28F: 3 clusters Score -1.940299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Entering Unmasked Estep 
Score: -3578060.000000 Penalty: 2621.972412
	Iteration 0F: 2 clusters Score -3578060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -3551614.250000 Penalty: 5243.944824
	Iteration 0F: 3 clusters Score -3551614 nChanged 17713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3561955.500000 Penalty: 5243.944824
	Iteration 1F: 3 clusters Score -3561956 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3563118.750000 Penalty: 5243.944824
	Iteration 2F: 3 clusters Score -3563119 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -3564634.000000 Penalty: 5243.944824
	Iteration 3F: 3 clusters Score -3564634 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -3566615.250000 Penalty: 5243.944824
	Iteration 4F: 3 clusters Score -3566615 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -3568869.000000 Penalty: 5243.944824
	Iteration 5F: 3 clusters Score -3568869 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -3571028.250000 Penalty: 5243.944824
	Iteration 6F: 3 clusters Score -3571028 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -3572842.000000 Penalty: 5243.944824
	Iteration 7F: 3 clusters Score -3572842 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -3574038.750000 Penalty: 5243.944824
	Iteration 8Q: 3 clusters Score -3574039 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -3574772.500000 Penalty: 5243.944824
	Iteration 9Q: 3 clusters Score -3574772 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -3575189.250000 Penalty: 5243.944824
	Iteration 10Q: 3 clusters Score -3575189 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -3575431.250000 Penalty: 5243.944824
	Iteration 11Q: 3 clusters Score -3575431 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -3575582.250000 Penalty: 5243.944824
	Iteration 12Q: 3 clusters Score -3575582 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -3575677.750000 Penalty: 5243.944824
	Iteration 13Q: 3 clusters Score -3575678 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -3575738.000000 Penalty: 5243.944824
	Iteration 14Q: 3 clusters Score -3575738 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -3575773.250000 Penalty: 5243.944824
	Iteration 15Q: 3 clusters Score -3575773 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -3575807.750000 Penalty: 5243.944824
	Iteration 16Q: 3 clusters Score -3575808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -3575826.500000 Penalty: 5243.944824
	Iteration 17Q: 3 clusters Score -3575826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -3575841.500000 Penalty: 5243.944824
	Iteration 18Q: 3 clusters Score -3575842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -3575855.500000 Penalty: 5243.944824
	Iteration 19Q: 3 clusters Score -3575856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -3575867.500000 Penalty: 5243.944824
	Iteration 20F: 3 clusters Score -3575868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -3575880.000000 Penalty: 5243.944824
	Iteration 21Q: 3 clusters Score -3575880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -3575883.500000 Penalty: 5243.944824
	Iteration 22Q: 3 clusters Score -3575884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -3575896.500000 Penalty: 5243.944824
	Iteration 23Q: 3 clusters Score -3575896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -3575904.500000 Penalty: 5243.944824
	Iteration 24Q: 3 clusters Score -3575904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -3575904.250000 Penalty: 5243.944824
	Iteration 25Q: 3 clusters Score -3575904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -3575905.000000 Penalty: 5243.944824
	Iteration 26Q: 3 clusters Score -3575905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -3575904.250000 Penalty: 5243.944824
	Iteration 27Q: 3 clusters Score -3575904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -3575907.750000 Penalty: 5243.944824
	Iteration 28Q: 3 clusters Score -3575908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -3575911.500000 Penalty: 5243.944824
	Iteration 29Q: 3 clusters Score -3575912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -3575911.500000 Penalty: 5243.944824
	Iteration 30Q: 3 clusters Score -3575912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -3575914.750000 Penalty: 5243.944824
	Iteration 31Q: 3 clusters Score -3575915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -3575914.750000 Penalty: 5243.944824
	Iteration 32F: 3 clusters Score -3575915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (229182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229182 members 
Entering Unmasked Estep 
Score: -23071210.000000 Penalty: 3060.883301
	Iteration 0F: 2 clusters Score -2.307121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114067 members 
Mstep: Class 2 contains 115115 members 
Entering Unmasked Estep 
Score: -22921138.000000 Penalty: 6121.766602
	Iteration 0F: 3 clusters Score -2.292114e+07 nChanged 110306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106737 members 
Mstep: Class 2 contains 122445 members 
Entering Unmasked Estep 
Score: -22986274.000000 Penalty: 6121.766602
	Iteration 1F: 3 clusters Score -2.298627e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 127405 members 
Entering Unmasked Estep 
Score: -22988342.000000 Penalty: 6121.766602
	Iteration 2Q: 3 clusters Score -2.298834e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 134950 members 
Entering Unmasked Estep 
Score: -22991882.000000 Penalty: 6121.766602
	Iteration 3Q: 3 clusters Score -2.299188e+07 nChanged 12015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 146209 members 
Entering Unmasked Estep 
Score: -22998340.000000 Penalty: 6121.766602
	Iteration 4F: 3 clusters Score -2.299834e+07 nChanged 15786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 161693 members 
Entering Unmasked Estep 
Score: -23009320.000000 Penalty: 6121.766602
	Iteration 5F: 3 clusters Score -2.300932e+07 nChanged 19475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 181098 members 
Entering Unmasked Estep 
Score: -23025180.000000 Penalty: 6121.766602
	Iteration 6F: 3 clusters Score -2.302518e+07 nChanged 19680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 200776 members 
Entering Unmasked Estep 
Score: -23042792.000000 Penalty: 6121.766602
	Iteration 7F: 3 clusters Score -2.304279e+07 nChanged 14838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 215612 members 
Entering Unmasked Estep 
Score: -23056060.000000 Penalty: 6121.766602
	Iteration 8F: 3 clusters Score -2.305606e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 223813 members 
Entering Unmasked Estep 
Score: -23063438.000000 Penalty: 6121.766602
	Iteration 9Q: 3 clusters Score -2.306344e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 227137 members 
Entering Unmasked Estep 
Score: -23066488.000000 Penalty: 6121.766602
	Iteration 10Q: 3 clusters Score -2.306649e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 228292 members 
Entering Unmasked Estep 
Score: -23067596.000000 Penalty: 6121.766602
	Iteration 11Q: 3 clusters Score -2.30676e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 228684 members 
Entering Unmasked Estep 
Score: -23068046.000000 Penalty: 6121.766602
	Iteration 12Q: 3 clusters Score -2.306805e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 228785 members 
Entering Unmasked Estep 
Score: -23068200.000000 Penalty: 6121.766602
	Iteration 13Q: 3 clusters Score -2.30682e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 228844 members 
Entering Unmasked Estep 
Score: -23068360.000000 Penalty: 6121.766602
	Iteration 14Q: 3 clusters Score -2.306836e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 228867 members 
Entering Unmasked Estep 
Score: -23068390.000000 Penalty: 6121.766602
	Iteration 15Q: 3 clusters Score -2.306839e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 228881 members 
Entering Unmasked Estep 
Score: -23068412.000000 Penalty: 6121.766602
	Iteration 16Q: 3 clusters Score -2.306841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 228888 members 
Entering Unmasked Estep 
Score: -23068412.000000 Penalty: 6121.766602
	Iteration 17Q: 3 clusters Score -2.306841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 228887 members 
Entering Unmasked Estep 
Score: -23068430.000000 Penalty: 6121.766602
	Iteration 18Q: 3 clusters Score -2.306843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 228885 members 
Entering Unmasked Estep 
Score: -23068436.000000 Penalty: 6121.766602
	Iteration 19Q: 3 clusters Score -2.306844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 228888 members 
Entering Unmasked Estep 
Score: -23068448.000000 Penalty: 6121.766602
	Iteration 20F: 3 clusters Score -2.306845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 228892 members 
Entering Unmasked Estep 
Score: -23068452.000000 Penalty: 6121.766602
	Iteration 21Q: 3 clusters Score -2.306845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 228893 members 
Entering Unmasked Estep 
Score: -23068458.000000 Penalty: 6121.766602
	Iteration 22Q: 3 clusters Score -2.306846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 228892 members 
Entering Unmasked Estep 
Score: -23068462.000000 Penalty: 6121.766602
	Iteration 23Q: 3 clusters Score -2.306846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 228894 members 
Entering Unmasked Estep 
Score: -23068462.000000 Penalty: 6121.766602
	Iteration 24Q: 3 clusters Score -2.306846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 228893 members 
Entering Unmasked Estep 
Score: -23068470.000000 Penalty: 6121.766602
	Iteration 25Q: 3 clusters Score -2.306847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 228891 members 
Entering Unmasked Estep 
Score: -23068440.000000 Penalty: 6121.766602
	Iteration 26Q: 3 clusters Score -2.306844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 228889 members 
Entering Unmasked Estep 
Score: -23068438.000000 Penalty: 6121.766602
	Iteration 27Q: 3 clusters Score -2.306844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 228889 members 
Entering Unmasked Estep 
Score: -23068438.000000 Penalty: 6121.766602
	Iteration 28F: 3 clusters Score -2.306844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Entering Unmasked Estep 
Score: -1620214.875000 Penalty: 2411.166504
	Iteration 0F: 2 clusters Score -1620215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1608239.875000 Penalty: 4822.333008
	Iteration 0F: 3 clusters Score -1608240 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1612397.250000 Penalty: 4822.333008
	Iteration 1F: 3 clusters Score -1612397 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1613169.375000 Penalty: 4822.333008
	Iteration 2F: 3 clusters Score -1613169 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1614035.750000 Penalty: 4822.333008
	Iteration 3F: 3 clusters Score -1614036 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1614943.125000 Penalty: 4822.333008
	Iteration 4F: 3 clusters Score -1614943 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1615764.250000 Penalty: 4822.333008
	Iteration 5F: 3 clusters Score -1615764 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1616330.500000 Penalty: 4822.333008
	Iteration 6F: 3 clusters Score -1616330 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1616665.875000 Penalty: 4822.333008
	Iteration 7Q: 3 clusters Score -1616666 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1616877.125000 Penalty: 4822.333008
	Iteration 8Q: 3 clusters Score -1616877 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1617023.375000 Penalty: 4822.333008
	Iteration 9Q: 3 clusters Score -1617023 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1617131.875000 Penalty: 4822.333008
	Iteration 10Q: 3 clusters Score -1617132 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1617215.250000 Penalty: 4822.333008
	Iteration 11Q: 3 clusters Score -1617215 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1617277.125000 Penalty: 4822.333008
	Iteration 12Q: 3 clusters Score -1617277 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1617347.625000 Penalty: 4822.333008
	Iteration 13Q: 3 clusters Score -1617348 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1617425.000000 Penalty: 4822.333008
	Iteration 14Q: 3 clusters Score -1617425 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1617501.750000 Penalty: 4822.333008
	Iteration 15Q: 3 clusters Score -1617502 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1617589.125000 Penalty: 4822.333008
	Iteration 16Q: 3 clusters Score -1617589 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1617711.750000 Penalty: 4822.333008
	Iteration 17Q: 3 clusters Score -1617712 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1617874.375000 Penalty: 4822.333008
	Iteration 18Q: 3 clusters Score -1617874 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1618062.750000 Penalty: 4822.333008
	Iteration 19Q: 3 clusters Score -1618063 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1618250.375000 Penalty: 4822.333008
	Iteration 20F: 3 clusters Score -1618250 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1618393.125000 Penalty: 4822.333008
	Iteration 21Q: 3 clusters Score -1618393 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1618488.125000 Penalty: 4822.333008
	Iteration 22Q: 3 clusters Score -1618488 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1618546.250000 Penalty: 4822.333008
	Iteration 23Q: 3 clusters Score -1618546 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1618571.750000 Penalty: 4822.333008
	Iteration 24Q: 3 clusters Score -1618572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1618587.500000 Penalty: 4822.333008
	Iteration 25Q: 3 clusters Score -1618588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1618595.125000 Penalty: 4822.333008
	Iteration 26Q: 3 clusters Score -1618595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1618601.625000 Penalty: 4822.333008
	Iteration 27Q: 3 clusters Score -1618602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1618609.625000 Penalty: 4822.333008
	Iteration 28Q: 3 clusters Score -1618610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1618611.750000 Penalty: 4822.333008
	Iteration 29Q: 3 clusters Score -1618612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1618613.375000 Penalty: 4822.333008
	Iteration 30Q: 3 clusters Score -1618613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1618613.750000 Penalty: 4822.333008
	Iteration 31Q: 3 clusters Score -1618614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1618616.375000 Penalty: 4822.333008
	Iteration 32Q: 3 clusters Score -1618616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1618613.625000 Penalty: 4822.333008
	Iteration 33Q: 3 clusters Score -1618614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1618616.125000 Penalty: 4822.333008
	Iteration 34Q: 3 clusters Score -1618616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1618618.125000 Penalty: 4822.333008
	Iteration 35Q: 3 clusters Score -1618618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1618621.625000 Penalty: 4822.333008
	Iteration 36Q: 3 clusters Score -1618622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1618619.750000 Penalty: 4822.333008
	Iteration 37Q: 3 clusters Score -1618620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1618619.750000 Penalty: 4822.333008
	Iteration 38F: 3 clusters Score -1618620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Entering Unmasked Estep 
Score: -3101912.750000 Penalty: 2571.110107
	Iteration 0F: 2 clusters Score -3101913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3080154.750000 Penalty: 5142.220215
	Iteration 0F: 3 clusters Score -3080155 nChanged 14409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3088266.500000 Penalty: 5142.220215
	Iteration 1F: 3 clusters Score -3088266 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3089050.750000 Penalty: 5142.220215
	Iteration 2F: 3 clusters Score -3089051 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -3090059.000000 Penalty: 5142.220215
	Iteration 3F: 3 clusters Score -3090059 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3091441.500000 Penalty: 5142.220215
	Iteration 4F: 3 clusters Score -3091442 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3093218.000000 Penalty: 5142.220215
	Iteration 5F: 3 clusters Score -3093218 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3095326.250000 Penalty: 5142.220215
	Iteration 6F: 3 clusters Score -3095326 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3097229.500000 Penalty: 5142.220215
	Iteration 7F: 3 clusters Score -3097230 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3098676.500000 Penalty: 5142.220215
	Iteration 8F: 3 clusters Score -3098676 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3099536.500000 Penalty: 5142.220215
	Iteration 9Q: 3 clusters Score -3099536 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3100033.500000 Penalty: 5142.220215
	Iteration 10Q: 3 clusters Score -3100034 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -3100301.500000 Penalty: 5142.220215
	Iteration 11Q: 3 clusters Score -3100302 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3100507.000000 Penalty: 5142.220215
	Iteration 12Q: 3 clusters Score -3100507 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3100626.500000 Penalty: 5142.220215
	Iteration 13Q: 3 clusters Score -3100626 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3100698.500000 Penalty: 5142.220215
	Iteration 14Q: 3 clusters Score -3100698 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -3100741.750000 Penalty: 5142.220215
	Iteration 15Q: 3 clusters Score -3100742 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3100761.000000 Penalty: 5142.220215
	Iteration 16Q: 3 clusters Score -3100761 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -3100783.750000 Penalty: 5142.220215
	Iteration 17Q: 3 clusters Score -3100784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -3100799.000000 Penalty: 5142.220215
	Iteration 18Q: 3 clusters Score -3100799 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3100810.500000 Penalty: 5142.220215
	Iteration 19Q: 3 clusters Score -3100810 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -3100827.500000 Penalty: 5142.220215
	Iteration 20F: 3 clusters Score -3100828 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3100831.750000 Penalty: 5142.220215
	Iteration 21Q: 3 clusters Score -3100832 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -3100845.250000 Penalty: 5142.220215
	Iteration 22Q: 3 clusters Score -3100845 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3100867.250000 Penalty: 5142.220215
	Iteration 23Q: 3 clusters Score -3100867 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -3100887.000000 Penalty: 5142.220215
	Iteration 24Q: 3 clusters Score -3100887 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3100892.250000 Penalty: 5142.220215
	Iteration 25Q: 3 clusters Score -3100892 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -3100903.500000 Penalty: 5142.220215
	Iteration 26Q: 3 clusters Score -3100904 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3100940.000000 Penalty: 5142.220215
	Iteration 27Q: 3 clusters Score -3100940 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -3100994.250000 Penalty: 5142.220215
	Iteration 28Q: 3 clusters Score -3100994 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3101037.750000 Penalty: 5142.220215
	Iteration 29Q: 3 clusters Score -3101038 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3101105.250000 Penalty: 5142.220215
	Iteration 30Q: 3 clusters Score -3101105 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3101175.000000 Penalty: 5142.220215
	Iteration 31Q: 3 clusters Score -3101175 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3101235.750000 Penalty: 5142.220215
	Iteration 32Q: 3 clusters Score -3101236 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3101320.250000 Penalty: 5142.220215
	Iteration 33Q: 3 clusters Score -3101320 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3101422.000000 Penalty: 5142.220215
	Iteration 34Q: 3 clusters Score -3101422 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3101519.750000 Penalty: 5142.220215
	Iteration 35Q: 3 clusters Score -3101520 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3101618.250000 Penalty: 5142.220215
	Iteration 36Q: 3 clusters Score -3101618 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3101712.250000 Penalty: 5142.220215
	Iteration 37Q: 3 clusters Score -3101712 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -3101800.500000 Penalty: 5142.220215
	Iteration 38Q: 3 clusters Score -3101800 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3101879.500000 Penalty: 5142.220215
	Iteration 39Q: 3 clusters Score -3101880 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3101943.000000 Penalty: 5142.220215
	Iteration 40F: 3 clusters Score -3101943 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3102037.750000 Penalty: 5142.220215
	Iteration 41Q: 3 clusters Score -3102038 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3102116.750000 Penalty: 5142.220215
	Iteration 42Q: 3 clusters Score -3102117 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3102165.250000 Penalty: 5142.220215
	Iteration 43Q: 3 clusters Score -3102165 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3102235.750000 Penalty: 5142.220215
	Iteration 44Q: 3 clusters Score -3102236 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3102295.750000 Penalty: 5142.220215
	Iteration 45Q: 3 clusters Score -3102296 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3102350.000000 Penalty: 5142.220215
	Iteration 46Q: 3 clusters Score -3102350 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3102403.500000 Penalty: 5142.220215
	Iteration 47Q: 3 clusters Score -3102404 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3102448.000000 Penalty: 5142.220215
	Iteration 48Q: 3 clusters Score -3102448 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3102472.750000 Penalty: 5142.220215
	Iteration 49Q: 3 clusters Score -3102473 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3102508.250000 Penalty: 5142.220215
	Iteration 50Q: 3 clusters Score -3102508 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -3102527.750000 Penalty: 5142.220215
	Iteration 51Q: 3 clusters Score -3102528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3102536.250000 Penalty: 5142.220215
	Iteration 52Q: 3 clusters Score -3102536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3102536.500000 Penalty: 5142.220215
	Iteration 53Q: 3 clusters Score -3102536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -3102538.250000 Penalty: 5142.220215
	Iteration 54Q: 3 clusters Score -3102538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -3102536.750000 Penalty: 5142.220215
	Iteration 55Q: 3 clusters Score -3102537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3102536.500000 Penalty: 5142.220215
	Iteration 56Q: 3 clusters Score -3102536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3102541.250000 Penalty: 5142.220215
	Iteration 57Q: 3 clusters Score -3102541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -3102536.750000 Penalty: 5142.220215
	Iteration 58Q: 3 clusters Score -3102537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3102541.000000 Penalty: 5142.220215
	Iteration 59Q: 3 clusters Score -3102541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3102541.250000 Penalty: 5142.220215
	Iteration 60F: 3 clusters Score -3102541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3102543.750000 Penalty: 5142.220215
	Iteration 61Q: 3 clusters Score -3102544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -3102542.750000 Penalty: 5142.220215
	Iteration 62Q: 3 clusters Score -3102543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -3102542.750000 Penalty: 5142.220215
	Iteration 63F: 3 clusters Score -3102543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185213 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 289846 members 
Mstep: Class 4 contains 15829 members 
Mstep: Class 5 contains 15951 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67478 members 
Mstep: Class 8 contains 42873 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17438 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 87061 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 16695 members 
Mstep: Class 15 contains 14056 members 
Mstep: Class 16 contains 97674 members 
Mstep: Class 17 contains 13871 members 
Mstep: Class 18 contains 44626 members 
Mstep: Class 19 contains 10986 members 
Mstep: Class 20 contains 25619 members 
Mstep: Class 21 contains 15527 members 
Mstep: Class 22 contains 192409 members 
Mstep: Class 23 contains 39045 members 
Mstep: Class 24 contains 229182 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 5236 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 7876 members 
Mstep: Class 29 contains 5606 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3546 members 
Mstep: Class 32 contains 7365 members 
Mstep: Class 33 contains 67409 members 
Mstep: Class 34 contains 26569 members 
Entering Unmasked Estep 
Score: -157156976.000000 Penalty: 120551.992188
Splitting cluster 26 changes total score from -157157584.000000 to -157156976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (22446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Entering Unmasked Estep 
Score: -2216629.000000 Penalty: 2484.679199
	Iteration 0F: 2 clusters Score -2216629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2201032.500000 Penalty: 4969.358398
	Iteration 0F: 3 clusters Score -2201032 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2206454.750000 Penalty: 4969.358398
	Iteration 1F: 3 clusters Score -2206455 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2207007.250000 Penalty: 4969.358398
	Iteration 2F: 3 clusters Score -2207007 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2207628.250000 Penalty: 4969.358398
	Iteration 3F: 3 clusters Score -2207628 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2208433.250000 Penalty: 4969.358398
	Iteration 4F: 3 clusters Score -2208433 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2209424.750000 Penalty: 4969.358398
	Iteration 5F: 3 clusters Score -2209425 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2210401.750000 Penalty: 4969.358398
	Iteration 6F: 3 clusters Score -2210402 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2211337.500000 Penalty: 4969.358398
	Iteration 7F: 3 clusters Score -2211338 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2212242.500000 Penalty: 4969.358398
	Iteration 8F: 3 clusters Score -2212242 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2213123.000000 Penalty: 4969.358398
	Iteration 9Q: 3 clusters Score -2213123 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2213984.250000 Penalty: 4969.358398
	Iteration 10Q: 3 clusters Score -2213984 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2214660.500000 Penalty: 4969.358398
	Iteration 11Q: 3 clusters Score -2214660 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2214981.750000 Penalty: 4969.358398
	Iteration 12Q: 3 clusters Score -2214982 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2215140.500000 Penalty: 4969.358398
	Iteration 13Q: 3 clusters Score -2215140 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2215234.250000 Penalty: 4969.358398
	Iteration 14Q: 3 clusters Score -2215234 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2215300.000000 Penalty: 4969.358398
	Iteration 15Q: 3 clusters Score -2215300 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2215326.500000 Penalty: 4969.358398
	Iteration 16Q: 3 clusters Score -2215326 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2215356.000000 Penalty: 4969.358398
	Iteration 17Q: 3 clusters Score -2215356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2215374.000000 Penalty: 4969.358398
	Iteration 18Q: 3 clusters Score -2215374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2215393.500000 Penalty: 4969.358398
	Iteration 19Q: 3 clusters Score -2215394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2215402.250000 Penalty: 4969.358398
	Iteration 20F: 3 clusters Score -2215402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2215411.250000 Penalty: 4969.358398
	Iteration 21Q: 3 clusters Score -2215411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2215422.250000 Penalty: 4969.358398
	Iteration 22Q: 3 clusters Score -2215422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2215426.000000 Penalty: 4969.358398
	Iteration 23Q: 3 clusters Score -2215426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2215429.000000 Penalty: 4969.358398
	Iteration 24Q: 3 clusters Score -2215429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2215428.000000 Penalty: 4969.358398
	Iteration 25Q: 3 clusters Score -2215428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2215432.000000 Penalty: 4969.358398
	Iteration 26Q: 3 clusters Score -2215432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2215435.500000 Penalty: 4969.358398
	Iteration 27Q: 3 clusters Score -2215436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2215431.250000 Penalty: 4969.358398
	Iteration 28Q: 3 clusters Score -2215431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2215435.750000 Penalty: 4969.358398
	Iteration 29Q: 3 clusters Score -2215436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2215435.000000 Penalty: 4969.358398
	Iteration 30Q: 3 clusters Score -2215435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2215433.750000 Penalty: 4969.358398
	Iteration 31Q: 3 clusters Score -2215434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2215442.500000 Penalty: 4969.358398
	Iteration 32Q: 3 clusters Score -2215442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2215439.750000 Penalty: 4969.358398
	Iteration 33Q: 3 clusters Score -2215440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2215439.750000 Penalty: 4969.358398
	Iteration 34Q: 3 clusters Score -2215440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2215441.750000 Penalty: 4969.358398
	Iteration 35Q: 3 clusters Score -2215442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2215442.000000 Penalty: 4969.358398
	Iteration 36Q: 3 clusters Score -2215442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2215441.750000 Penalty: 4969.358398
	Iteration 37Q: 3 clusters Score -2215442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2215442.000000 Penalty: 4969.358398
	Iteration 38Q: 3 clusters Score -2215442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2215443.500000 Penalty: 4969.358398
	Iteration 39Q: 3 clusters Score -2215444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2215445.250000 Penalty: 4969.358398
	Iteration 40F: 3 clusters Score -2215445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2215445.250000 Penalty: 4969.358398
	Iteration 41Q: 3 clusters Score -2215445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2215445.750000 Penalty: 4969.358398
	Iteration 42Q: 3 clusters Score -2215446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2215446.750000 Penalty: 4969.358398
	Iteration 43Q: 3 clusters Score -2215447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2215447.750000 Penalty: 4969.358398
	Iteration 44Q: 3 clusters Score -2215448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2215446.250000 Penalty: 4969.358398
	Iteration 45Q: 3 clusters Score -2215446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2215447.250000 Penalty: 4969.358398
	Iteration 46Q: 3 clusters Score -2215447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2215449.500000 Penalty: 4969.358398
	Iteration 47Q: 3 clusters Score -2215450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2215451.250000 Penalty: 4969.358398
	Iteration 48Q: 3 clusters Score -2215451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2215451.500000 Penalty: 4969.358398
	Iteration 49Q: 3 clusters Score -2215452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2215453.000000 Penalty: 4969.358398
	Iteration 50Q: 3 clusters Score -2215453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2215452.250000 Penalty: 4969.358398
	Iteration 51Q: 3 clusters Score -2215452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2215452.250000 Penalty: 4969.358398
	Iteration 52F: 3 clusters Score -2215452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Entering Unmasked Estep 
Score: -785155.375000 Penalty: 2224.950684
	Iteration 0F: 2 clusters Score -785155.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -778805.562500 Penalty: 4449.901367
	Iteration 0F: 3 clusters Score -778805.6 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -780524.687500 Penalty: 4449.901367
	Iteration 1F: 3 clusters Score -780524.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -780850.250000 Penalty: 4449.901367
	Iteration 2F: 3 clusters Score -780850.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -781089.875000 Penalty: 4449.901367
	Iteration 3F: 3 clusters Score -781089.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -781321.562500 Penalty: 4449.901367
	Iteration 4F: 3 clusters Score -781321.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -781584.250000 Penalty: 4449.901367
	Iteration 5Q: 3 clusters Score -781584.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -781899.625000 Penalty: 4449.901367
	Iteration 6F: 3 clusters Score -781899.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -782201.062500 Penalty: 4449.901367
	Iteration 7F: 3 clusters Score -782201.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -782426.500000 Penalty: 4449.901367
	Iteration 8Q: 3 clusters Score -782426.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -782601.000000 Penalty: 4449.901367
	Iteration 9Q: 3 clusters Score -782601 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -782745.500000 Penalty: 4449.901367
	Iteration 10Q: 3 clusters Score -782745.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -782850.687500 Penalty: 4449.901367
	Iteration 11Q: 3 clusters Score -782850.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -782924.312500 Penalty: 4449.901367
	Iteration 12Q: 3 clusters Score -782924.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -782992.187500 Penalty: 4449.901367
	Iteration 13Q: 3 clusters Score -782992.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -783030.562500 Penalty: 4449.901367
	Iteration 14Q: 3 clusters Score -783030.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -783061.875000 Penalty: 4449.901367
	Iteration 15Q: 3 clusters Score -783061.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -783093.750000 Penalty: 4449.901367
	Iteration 16Q: 3 clusters Score -783093.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -783121.937500 Penalty: 4449.901367
	Iteration 17Q: 3 clusters Score -783121.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -783145.937500 Penalty: 4449.901367
	Iteration 18Q: 3 clusters Score -783145.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -783169.250000 Penalty: 4449.901367
	Iteration 19Q: 3 clusters Score -783169.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -783192.062500 Penalty: 4449.901367
	Iteration 20F: 3 clusters Score -783192.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -783217.187500 Penalty: 4449.901367
	Iteration 21Q: 3 clusters Score -783217.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -783236.250000 Penalty: 4449.901367
	Iteration 22Q: 3 clusters Score -783236.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -783255.437500 Penalty: 4449.901367
	Iteration 23Q: 3 clusters Score -783255.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -783270.187500 Penalty: 4449.901367
	Iteration 24Q: 3 clusters Score -783270.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -783282.250000 Penalty: 4449.901367
	Iteration 25Q: 3 clusters Score -783282.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -783298.000000 Penalty: 4449.901367
	Iteration 26Q: 3 clusters Score -783298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -783321.687500 Penalty: 4449.901367
	Iteration 27Q: 3 clusters Score -783321.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -783337.625000 Penalty: 4449.901367
	Iteration 28Q: 3 clusters Score -783337.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -783345.812500 Penalty: 4449.901367
	Iteration 29Q: 3 clusters Score -783345.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -783357.625000 Penalty: 4449.901367
	Iteration 30Q: 3 clusters Score -783357.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -783368.312500 Penalty: 4449.901367
	Iteration 31Q: 3 clusters Score -783368.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -783373.000000 Penalty: 4449.901367
	Iteration 32Q: 3 clusters Score -783373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -783381.812500 Penalty: 4449.901367
	Iteration 33Q: 3 clusters Score -783381.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -783384.812500 Penalty: 4449.901367
	Iteration 34Q: 3 clusters Score -783384.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -783392.062500 Penalty: 4449.901367
	Iteration 35Q: 3 clusters Score -783392.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -783393.062500 Penalty: 4449.901367
	Iteration 36Q: 3 clusters Score -783393.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -783397.375000 Penalty: 4449.901367
	Iteration 37Q: 3 clusters Score -783397.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -783399.062500 Penalty: 4449.901367
	Iteration 38Q: 3 clusters Score -783399.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -783400.812500 Penalty: 4449.901367
	Iteration 39Q: 3 clusters Score -783400.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -783403.500000 Penalty: 4449.901367
	Iteration 40F: 3 clusters Score -783403.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -783405.000000 Penalty: 4449.901367
	Iteration 41Q: 3 clusters Score -783405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -783405.875000 Penalty: 4449.901367
	Iteration 42Q: 3 clusters Score -783405.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -783407.625000 Penalty: 4449.901367
	Iteration 43Q: 3 clusters Score -783407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -783410.625000 Penalty: 4449.901367
	Iteration 44Q: 3 clusters Score -783410.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -783410.437500 Penalty: 4449.901367
	Iteration 45Q: 3 clusters Score -783410.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -783413.000000 Penalty: 4449.901367
	Iteration 46Q: 3 clusters Score -783413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -783413.750000 Penalty: 4449.901367
	Iteration 47Q: 3 clusters Score -783413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -783415.625000 Penalty: 4449.901367
	Iteration 48Q: 3 clusters Score -783415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -783415.750000 Penalty: 4449.901367
	Iteration 49Q: 3 clusters Score -783415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -783415.875000 Penalty: 4449.901367
	Iteration 50Q: 3 clusters Score -783415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -783419.187500 Penalty: 4449.901367
	Iteration 51Q: 3 clusters Score -783419.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -783418.812500 Penalty: 4449.901367
	Iteration 52Q: 3 clusters Score -783418.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -783419.812500 Penalty: 4449.901367
	Iteration 53Q: 3 clusters Score -783419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -783420.750000 Penalty: 4449.901367
	Iteration 54Q: 3 clusters Score -783420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -783420.750000 Penalty: 4449.901367
	Iteration 55F: 3 clusters Score -783420.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -475795.156250 Penalty: 2140.635010
	Iteration 0F: 2 clusters Score -475795.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -470930.312500 Penalty: 4281.270020
	Iteration 0F: 3 clusters Score -470930.3 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -472388.500000 Penalty: 4281.270020
	Iteration 1F: 3 clusters Score -472388.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -472822.093750 Penalty: 4281.270020
	Iteration 2F: 3 clusters Score -472822.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -473156.562500 Penalty: 4281.270020
	Iteration 3F: 3 clusters Score -473156.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -473405.125000 Penalty: 4281.270020
	Iteration 4F: 3 clusters Score -473405.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -473652.437500 Penalty: 4281.270020
	Iteration 5Q: 3 clusters Score -473652.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -473860.468750 Penalty: 4281.270020
	Iteration 6Q: 3 clusters Score -473860.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -474016.968750 Penalty: 4281.270020
	Iteration 7Q: 3 clusters Score -474017 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -474132.500000 Penalty: 4281.270020
	Iteration 8Q: 3 clusters Score -474132.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -474232.437500 Penalty: 4281.270020
	Iteration 9Q: 3 clusters Score -474232.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -474336.312500 Penalty: 4281.270020
	Iteration 10Q: 3 clusters Score -474336.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -474441.437500 Penalty: 4281.270020
	Iteration 11Q: 3 clusters Score -474441.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -474527.406250 Penalty: 4281.270020
	Iteration 12Q: 3 clusters Score -474527.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -474598.937500 Penalty: 4281.270020
	Iteration 13Q: 3 clusters Score -474598.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -474664.375000 Penalty: 4281.270020
	Iteration 14Q: 3 clusters Score -474664.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -474707.750000 Penalty: 4281.270020
	Iteration 15Q: 3 clusters Score -474707.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -474740.718750 Penalty: 4281.270020
	Iteration 16Q: 3 clusters Score -474740.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -474767.968750 Penalty: 4281.270020
	Iteration 17Q: 3 clusters Score -474768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -474786.687500 Penalty: 4281.270020
	Iteration 18Q: 3 clusters Score -474786.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -474806.437500 Penalty: 4281.270020
	Iteration 19Q: 3 clusters Score -474806.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -474833.000000 Penalty: 4281.270020
	Iteration 20F: 3 clusters Score -474833 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -474861.125000 Penalty: 4281.270020
	Iteration 21Q: 3 clusters Score -474861.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -474900.031250 Penalty: 4281.270020
	Iteration 22Q: 3 clusters Score -474900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -474924.718750 Penalty: 4281.270020
	Iteration 23Q: 3 clusters Score -474924.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -474943.531250 Penalty: 4281.270020
	Iteration 24Q: 3 clusters Score -474943.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -474957.375000 Penalty: 4281.270020
	Iteration 25Q: 3 clusters Score -474957.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -474972.781250 Penalty: 4281.270020
	Iteration 26Q: 3 clusters Score -474972.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -474986.875000 Penalty: 4281.270020
	Iteration 27Q: 3 clusters Score -474986.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -474998.375000 Penalty: 4281.270020
	Iteration 28Q: 3 clusters Score -474998.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -475007.000000 Penalty: 4281.270020
	Iteration 29Q: 3 clusters Score -475007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -475009.625000 Penalty: 4281.270020
	Iteration 30Q: 3 clusters Score -475009.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -475015.593750 Penalty: 4281.270020
	Iteration 31Q: 3 clusters Score -475015.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -475022.156250 Penalty: 4281.270020
	Iteration 32Q: 3 clusters Score -475022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -475025.468750 Penalty: 4281.270020
	Iteration 33Q: 3 clusters Score -475025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -475027.906250 Penalty: 4281.270020
	Iteration 34Q: 3 clusters Score -475027.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -475030.656250 Penalty: 4281.270020
	Iteration 35Q: 3 clusters Score -475030.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -475033.375000 Penalty: 4281.270020
	Iteration 36Q: 3 clusters Score -475033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -475032.906250 Penalty: 4281.270020
	Iteration 37Q: 3 clusters Score -475032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -475034.000000 Penalty: 4281.270020
	Iteration 38Q: 3 clusters Score -475034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -475034.000000 Penalty: 4281.270020
	Iteration 39F: 3 clusters Score -475034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Entering Unmasked Estep 
Score: -706670.812500 Penalty: 2205.094971
	Iteration 0F: 2 clusters Score -706670.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -700662.250000 Penalty: 4410.189941
	Iteration 0F: 3 clusters Score -700662.2 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -702353.812500 Penalty: 4410.189941
	Iteration 1F: 3 clusters Score -702353.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -702728.437500 Penalty: 4410.189941
	Iteration 2F: 3 clusters Score -702728.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -703033.187500 Penalty: 4410.189941
	Iteration 3F: 3 clusters Score -703033.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -703307.750000 Penalty: 4410.189941
	Iteration 4F: 3 clusters Score -703307.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -703621.062500 Penalty: 4410.189941
	Iteration 5F: 3 clusters Score -703621.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -703934.062500 Penalty: 4410.189941
	Iteration 6Q: 3 clusters Score -703934.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -704210.500000 Penalty: 4410.189941
	Iteration 7Q: 3 clusters Score -704210.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -704457.437500 Penalty: 4410.189941
	Iteration 8Q: 3 clusters Score -704457.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -704685.625000 Penalty: 4410.189941
	Iteration 9Q: 3 clusters Score -704685.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -704867.812500 Penalty: 4410.189941
	Iteration 10Q: 3 clusters Score -704867.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -705017.375000 Penalty: 4410.189941
	Iteration 11Q: 3 clusters Score -705017.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -705148.375000 Penalty: 4410.189941
	Iteration 12Q: 3 clusters Score -705148.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -705243.437500 Penalty: 4410.189941
	Iteration 13Q: 3 clusters Score -705243.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -705318.375000 Penalty: 4410.189941
	Iteration 14Q: 3 clusters Score -705318.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -705388.000000 Penalty: 4410.189941
	Iteration 15Q: 3 clusters Score -705388 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -705463.500000 Penalty: 4410.189941
	Iteration 16Q: 3 clusters Score -705463.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -705521.312500 Penalty: 4410.189941
	Iteration 17Q: 3 clusters Score -705521.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -705574.875000 Penalty: 4410.189941
	Iteration 18Q: 3 clusters Score -705574.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -705611.500000 Penalty: 4410.189941
	Iteration 19Q: 3 clusters Score -705611.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -705635.750000 Penalty: 4410.189941
	Iteration 20F: 3 clusters Score -705635.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -705649.312500 Penalty: 4410.189941
	Iteration 21Q: 3 clusters Score -705649.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -705660.750000 Penalty: 4410.189941
	Iteration 22Q: 3 clusters Score -705660.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -705666.000000 Penalty: 4410.189941
	Iteration 23Q: 3 clusters Score -705666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -705671.625000 Penalty: 4410.189941
	Iteration 24Q: 3 clusters Score -705671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -705673.812500 Penalty: 4410.189941
	Iteration 25Q: 3 clusters Score -705673.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -705675.625000 Penalty: 4410.189941
	Iteration 26Q: 3 clusters Score -705675.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -705676.375000 Penalty: 4410.189941
	Iteration 27Q: 3 clusters Score -705676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -705676.375000 Penalty: 4410.189941
	Iteration 28Q: 3 clusters Score -705676.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -705676.375000 Penalty: 4410.189941
	Iteration 29F: 3 clusters Score -705676.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Entering Unmasked Estep 
Score: -330066.437500 Penalty: 2027.046753
	Iteration 0F: 2 clusters Score -330066.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -326539.656250 Penalty: 4054.093506
	Iteration 0F: 3 clusters Score -326539.7 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -327301.375000 Penalty: 4054.093506
	Iteration 1F: 3 clusters Score -327301.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -327545.906250 Penalty: 4054.093506
	Iteration 2F: 3 clusters Score -327545.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -327742.000000 Penalty: 4054.093506
	Iteration 3F: 3 clusters Score -327742 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -327909.125000 Penalty: 4054.093506
	Iteration 4Q: 3 clusters Score -327909.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -328052.875000 Penalty: 4054.093506
	Iteration 5Q: 3 clusters Score -328052.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -328166.375000 Penalty: 4054.093506
	Iteration 6Q: 3 clusters Score -328166.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -328269.531250 Penalty: 4054.093506
	Iteration 7Q: 3 clusters Score -328269.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -328337.187500 Penalty: 4054.093506
	Iteration 8Q: 3 clusters Score -328337.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -328374.000000 Penalty: 4054.093506
	Iteration 9Q: 3 clusters Score -328374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -328393.718750 Penalty: 4054.093506
	Iteration 10Q: 3 clusters Score -328393.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -328406.593750 Penalty: 4054.093506
	Iteration 11Q: 3 clusters Score -328406.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -328413.750000 Penalty: 4054.093506
	Iteration 12Q: 3 clusters Score -328413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -328419.593750 Penalty: 4054.093506
	Iteration 13Q: 3 clusters Score -328419.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -328426.843750 Penalty: 4054.093506
	Iteration 14Q: 3 clusters Score -328426.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -328432.343750 Penalty: 4054.093506
	Iteration 15Q: 3 clusters Score -328432.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -328436.375000 Penalty: 4054.093506
	Iteration 16Q: 3 clusters Score -328436.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -328442.031250 Penalty: 4054.093506
	Iteration 17Q: 3 clusters Score -328442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -328445.156250 Penalty: 4054.093506
	Iteration 18Q: 3 clusters Score -328445.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -328447.718750 Penalty: 4054.093506
	Iteration 19Q: 3 clusters Score -328447.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -328448.000000 Penalty: 4054.093506
	Iteration 20F: 3 clusters Score -328448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -328448.281250 Penalty: 4054.093506
	Iteration 21Q: 3 clusters Score -328448.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -328449.343750 Penalty: 4054.093506
	Iteration 22Q: 3 clusters Score -328449.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -328449.000000 Penalty: 4054.093506
	Iteration 23Q: 3 clusters Score -328449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -328449.000000 Penalty: 4054.093506
	Iteration 24F: 3 clusters Score -328449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Entering Unmasked Estep 
Score: -748005.500000 Penalty: 2208.314697
	Iteration 0F: 2 clusters Score -748005.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -742000.000000 Penalty: 4416.629395
	Iteration 0F: 3 clusters Score -742000 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -743580.312500 Penalty: 4416.629395
	Iteration 1F: 3 clusters Score -743580.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -743846.875000 Penalty: 4416.629395
	Iteration 2F: 3 clusters Score -743846.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -744030.875000 Penalty: 4416.629395
	Iteration 3F: 3 clusters Score -744030.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -744188.687500 Penalty: 4416.629395
	Iteration 4Q: 3 clusters Score -744188.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -744315.062500 Penalty: 4416.629395
	Iteration 5Q: 3 clusters Score -744315.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -744433.437500 Penalty: 4416.629395
	Iteration 6Q: 3 clusters Score -744433.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -744585.125000 Penalty: 4416.629395
	Iteration 7Q: 3 clusters Score -744585.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -744764.437500 Penalty: 4416.629395
	Iteration 8Q: 3 clusters Score -744764.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -744954.625000 Penalty: 4416.629395
	Iteration 9Q: 3 clusters Score -744954.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -745154.812500 Penalty: 4416.629395
	Iteration 10Q: 3 clusters Score -745154.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -745338.125000 Penalty: 4416.629395
	Iteration 11Q: 3 clusters Score -745338.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -745504.875000 Penalty: 4416.629395
	Iteration 12Q: 3 clusters Score -745504.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -745650.250000 Penalty: 4416.629395
	Iteration 13Q: 3 clusters Score -745650.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -745781.250000 Penalty: 4416.629395
	Iteration 14Q: 3 clusters Score -745781.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -745869.687500 Penalty: 4416.629395
	Iteration 15Q: 3 clusters Score -745869.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -745944.250000 Penalty: 4416.629395
	Iteration 16Q: 3 clusters Score -745944.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -745996.750000 Penalty: 4416.629395
	Iteration 17Q: 3 clusters Score -745996.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -746036.250000 Penalty: 4416.629395
	Iteration 18Q: 3 clusters Score -746036.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -746062.500000 Penalty: 4416.629395
	Iteration 19Q: 3 clusters Score -746062.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -746077.750000 Penalty: 4416.629395
	Iteration 20F: 3 clusters Score -746077.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -746087.187500 Penalty: 4416.629395
	Iteration 21Q: 3 clusters Score -746087.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -746094.125000 Penalty: 4416.629395
	Iteration 22Q: 3 clusters Score -746094.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -746101.812500 Penalty: 4416.629395
	Iteration 23Q: 3 clusters Score -746101.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -746109.062500 Penalty: 4416.629395
	Iteration 24Q: 3 clusters Score -746109.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -746115.812500 Penalty: 4416.629395
	Iteration 25Q: 3 clusters Score -746115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -746115.750000 Penalty: 4416.629395
	Iteration 26Q: 3 clusters Score -746115.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -746118.812500 Penalty: 4416.629395
	Iteration 27Q: 3 clusters Score -746118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -746124.937500 Penalty: 4416.629395
	Iteration 28Q: 3 clusters Score -746124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -746128.187500 Penalty: 4416.629395
	Iteration 29Q: 3 clusters Score -746128.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -746130.875000 Penalty: 4416.629395
	Iteration 30Q: 3 clusters Score -746130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -746134.625000 Penalty: 4416.629395
	Iteration 31Q: 3 clusters Score -746134.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -746143.000000 Penalty: 4416.629395
	Iteration 32Q: 3 clusters Score -746143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -746148.750000 Penalty: 4416.629395
	Iteration 33Q: 3 clusters Score -746148.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -746152.750000 Penalty: 4416.629395
	Iteration 34Q: 3 clusters Score -746152.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -746159.000000 Penalty: 4416.629395
	Iteration 35Q: 3 clusters Score -746159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -746160.562500 Penalty: 4416.629395
	Iteration 36Q: 3 clusters Score -746160.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -746165.062500 Penalty: 4416.629395
	Iteration 37Q: 3 clusters Score -746165.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -746168.437500 Penalty: 4416.629395
	Iteration 38Q: 3 clusters Score -746168.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -746172.687500 Penalty: 4416.629395
	Iteration 39Q: 3 clusters Score -746172.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -746175.812500 Penalty: 4416.629395
	Iteration 40F: 3 clusters Score -746175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -746181.000000 Penalty: 4416.629395
	Iteration 41Q: 3 clusters Score -746181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -746187.375000 Penalty: 4416.629395
	Iteration 42Q: 3 clusters Score -746187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -746189.375000 Penalty: 4416.629395
	Iteration 43Q: 3 clusters Score -746189.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -746192.062500 Penalty: 4416.629395
	Iteration 44Q: 3 clusters Score -746192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -746193.562500 Penalty: 4416.629395
	Iteration 45Q: 3 clusters Score -746193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -746197.625000 Penalty: 4416.629395
	Iteration 46Q: 3 clusters Score -746197.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -746200.437500 Penalty: 4416.629395
	Iteration 47Q: 3 clusters Score -746200.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -746203.375000 Penalty: 4416.629395
	Iteration 48Q: 3 clusters Score -746203.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -746207.625000 Penalty: 4416.629395
	Iteration 49Q: 3 clusters Score -746207.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -746210.562500 Penalty: 4416.629395
	Iteration 50Q: 3 clusters Score -746210.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -746215.000000 Penalty: 4416.629395
	Iteration 51Q: 3 clusters Score -746215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -746218.125000 Penalty: 4416.629395
	Iteration 52Q: 3 clusters Score -746218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -746220.937500 Penalty: 4416.629395
	Iteration 53Q: 3 clusters Score -746220.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -746224.750000 Penalty: 4416.629395
	Iteration 54Q: 3 clusters Score -746224.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -746225.687500 Penalty: 4416.629395
	Iteration 55Q: 3 clusters Score -746225.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -746227.187500 Penalty: 4416.629395
	Iteration 56Q: 3 clusters Score -746227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -746226.937500 Penalty: 4416.629395
	Iteration 57Q: 3 clusters Score -746226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -746226.937500 Penalty: 4416.629395
	Iteration 58F: 3 clusters Score -746226.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (67409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Entering Unmasked Estep 
Score: -6852418.000000 Penalty: 2757.396484
	Iteration 0F: 2 clusters Score -6852418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -6807138.000000 Penalty: 5514.792969
	Iteration 0F: 3 clusters Score -6807138 nChanged 31576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -6824984.000000 Penalty: 5514.792969
	Iteration 1F: 3 clusters Score -6824984 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -6825546.500000 Penalty: 5514.792969
	Iteration 2Q: 3 clusters Score -6825546 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -6826180.500000 Penalty: 5514.792969
	Iteration 3Q: 3 clusters Score -6826180 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -6826786.000000 Penalty: 5514.792969
	Iteration 4Q: 3 clusters Score -6826786 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -6827500.500000 Penalty: 5514.792969
	Iteration 5Q: 3 clusters Score -6827500 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -6828324.000000 Penalty: 5514.792969
	Iteration 6Q: 3 clusters Score -6828324 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -6829388.500000 Penalty: 5514.792969
	Iteration 7Q: 3 clusters Score -6829388 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -6830669.500000 Penalty: 5514.792969
	Iteration 8Q: 3 clusters Score -6830670 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -6832343.000000 Penalty: 5514.792969
	Iteration 9Q: 3 clusters Score -6832343 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -6834473.500000 Penalty: 5514.792969
	Iteration 10F: 3 clusters Score -6834474 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -6837030.500000 Penalty: 5514.792969
	Iteration 11F: 3 clusters Score -6837030 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -6838951.500000 Penalty: 5514.792969
	Iteration 12F: 3 clusters Score -6838952 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -6839928.500000 Penalty: 5514.792969
	Iteration 13Q: 3 clusters Score -6839928 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -6840256.500000 Penalty: 5514.792969
	Iteration 14Q: 3 clusters Score -6840256 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -6840478.000000 Penalty: 5514.792969
	Iteration 15Q: 3 clusters Score -6840478 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -6840617.500000 Penalty: 5514.792969
	Iteration 16Q: 3 clusters Score -6840618 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -6840728.500000 Penalty: 5514.792969
	Iteration 17Q: 3 clusters Score -6840728 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -6840840.500000 Penalty: 5514.792969
	Iteration 18Q: 3 clusters Score -6840840 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -6840922.500000 Penalty: 5514.792969
	Iteration 19Q: 3 clusters Score -6840922 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -6841010.000000 Penalty: 5514.792969
	Iteration 20F: 3 clusters Score -6841010 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -6841119.000000 Penalty: 5514.792969
	Iteration 21Q: 3 clusters Score -6841119 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -6841183.500000 Penalty: 5514.792969
	Iteration 22Q: 3 clusters Score -6841184 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -6841293.000000 Penalty: 5514.792969
	Iteration 23Q: 3 clusters Score -6841293 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -6841407.500000 Penalty: 5514.792969
	Iteration 24Q: 3 clusters Score -6841408 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -6841519.000000 Penalty: 5514.792969
	Iteration 25Q: 3 clusters Score -6841519 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -6841698.000000 Penalty: 5514.792969
	Iteration 26Q: 3 clusters Score -6841698 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -6841856.000000 Penalty: 5514.792969
	Iteration 27Q: 3 clusters Score -6841856 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -6842041.500000 Penalty: 5514.792969
	Iteration 28Q: 3 clusters Score -6842042 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -6842219.000000 Penalty: 5514.792969
	Iteration 29Q: 3 clusters Score -6842219 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -6842400.500000 Penalty: 5514.792969
	Iteration 30Q: 3 clusters Score -6842400 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -6842577.000000 Penalty: 5514.792969
	Iteration 31Q: 3 clusters Score -6842577 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -6842791.000000 Penalty: 5514.792969
	Iteration 32Q: 3 clusters Score -6842791 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -6842944.500000 Penalty: 5514.792969
	Iteration 33Q: 3 clusters Score -6842944 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -6843070.000000 Penalty: 5514.792969
	Iteration 34Q: 3 clusters Score -6843070 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -6843198.500000 Penalty: 5514.792969
	Iteration 35Q: 3 clusters Score -6843198 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -6843312.500000 Penalty: 5514.792969
	Iteration 36Q: 3 clusters Score -6843312 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -6843376.000000 Penalty: 5514.792969
	Iteration 37Q: 3 clusters Score -6843376 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -6843461.000000 Penalty: 5514.792969
	Iteration 38Q: 3 clusters Score -6843461 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -6843502.000000 Penalty: 5514.792969
	Iteration 39Q: 3 clusters Score -6843502 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -6843557.500000 Penalty: 5514.792969
	Iteration 40F: 3 clusters Score -6843558 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -6843620.000000 Penalty: 5514.792969
	Iteration 41Q: 3 clusters Score -6843620 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -6843682.500000 Penalty: 5514.792969
	Iteration 42Q: 3 clusters Score -6843682 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -6843768.500000 Penalty: 5514.792969
	Iteration 43Q: 3 clusters Score -6843768 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -6843789.500000 Penalty: 5514.792969
	Iteration 44Q: 3 clusters Score -6843790 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -6843818.500000 Penalty: 5514.792969
	Iteration 45Q: 3 clusters Score -6843818 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -6843855.000000 Penalty: 5514.792969
	Iteration 46Q: 3 clusters Score -6843855 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -6843883.500000 Penalty: 5514.792969
	Iteration 47Q: 3 clusters Score -6843884 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -6843916.500000 Penalty: 5514.792969
	Iteration 48Q: 3 clusters Score -6843916 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -6843939.000000 Penalty: 5514.792969
	Iteration 49Q: 3 clusters Score -6843939 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -6843962.500000 Penalty: 5514.792969
	Iteration 50Q: 3 clusters Score -6843962 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -6844002.000000 Penalty: 5514.792969
	Iteration 51Q: 3 clusters Score -6844002 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -6844045.500000 Penalty: 5514.792969
	Iteration 52Q: 3 clusters Score -6844046 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -6844040.500000 Penalty: 5514.792969
	Iteration 53Q: 3 clusters Score -6844040 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -6844080.500000 Penalty: 5514.792969
	Iteration 54Q: 3 clusters Score -6844080 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -6844159.500000 Penalty: 5514.792969
	Iteration 55Q: 3 clusters Score -6844160 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -6844206.500000 Penalty: 5514.792969
	Iteration 56Q: 3 clusters Score -6844206 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -6844299.500000 Penalty: 5514.792969
	Iteration 57Q: 3 clusters Score -6844300 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -6844378.000000 Penalty: 5514.792969
	Iteration 58Q: 3 clusters Score -6844378 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -6844427.500000 Penalty: 5514.792969
	Iteration 59Q: 3 clusters Score -6844428 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -6844504.500000 Penalty: 5514.792969
	Iteration 60F: 3 clusters Score -6844504 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -6844582.500000 Penalty: 5514.792969
	Iteration 61Q: 3 clusters Score -6844582 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -6844671.000000 Penalty: 5514.792969
	Iteration 62Q: 3 clusters Score -6844671 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -6844726.000000 Penalty: 5514.792969
	Iteration 63Q: 3 clusters Score -6844726 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -6844816.500000 Penalty: 5514.792969
	Iteration 64Q: 3 clusters Score -6844816 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -6844882.500000 Penalty: 5514.792969
	Iteration 65Q: 3 clusters Score -6844882 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -6844958.000000 Penalty: 5514.792969
	Iteration 66Q: 3 clusters Score -6844958 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -6845024.000000 Penalty: 5514.792969
	Iteration 67Q: 3 clusters Score -6845024 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -6845114.500000 Penalty: 5514.792969
	Iteration 68Q: 3 clusters Score -6845114 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -6845207.500000 Penalty: 5514.792969
	Iteration 69Q: 3 clusters Score -6845208 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -6845328.500000 Penalty: 5514.792969
	Iteration 70Q: 3 clusters Score -6845328 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -6845428.500000 Penalty: 5514.792969
	Iteration 71Q: 3 clusters Score -6845428 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -6845602.000000 Penalty: 5514.792969
	Iteration 72Q: 3 clusters Score -6845602 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -6845722.000000 Penalty: 5514.792969
	Iteration 73Q: 3 clusters Score -6845722 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -6845875.000000 Penalty: 5514.792969
	Iteration 74Q: 3 clusters Score -6845875 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -6846020.500000 Penalty: 5514.792969
	Iteration 75Q: 3 clusters Score -6846020 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -6846157.000000 Penalty: 5514.792969
	Iteration 76Q: 3 clusters Score -6846157 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -6846331.500000 Penalty: 5514.792969
	Iteration 77Q: 3 clusters Score -6846332 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -6846522.500000 Penalty: 5514.792969
	Iteration 78Q: 3 clusters Score -6846522 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -6846707.000000 Penalty: 5514.792969
	Iteration 79Q: 3 clusters Score -6846707 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -6846913.500000 Penalty: 5514.792969
	Iteration 80F: 3 clusters Score -6846914 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -6847077.500000 Penalty: 5514.792969
	Iteration 81Q: 3 clusters Score -6847078 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -6847265.500000 Penalty: 5514.792969
	Iteration 82Q: 3 clusters Score -6847266 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -6847440.500000 Penalty: 5514.792969
	Iteration 83Q: 3 clusters Score -6847440 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -6847606.000000 Penalty: 5514.792969
	Iteration 84Q: 3 clusters Score -6847606 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -6847812.000000 Penalty: 5514.792969
	Iteration 85Q: 3 clusters Score -6847812 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -6847998.500000 Penalty: 5514.792969
	Iteration 86Q: 3 clusters Score -6847998 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61825 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -6848156.000000 Penalty: 5514.792969
	Iteration 87Q: 3 clusters Score -6848156 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -6848347.500000 Penalty: 5514.792969
	Iteration 88Q: 3 clusters Score -6848348 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -6848514.500000 Penalty: 5514.792969
	Iteration 89Q: 3 clusters Score -6848514 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -6848645.000000 Penalty: 5514.792969
	Iteration 90Q: 3 clusters Score -6848645 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -6848773.000000 Penalty: 5514.792969
	Iteration 91Q: 3 clusters Score -6848773 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -6848901.500000 Penalty: 5514.792969
	Iteration 92Q: 3 clusters Score -6848902 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -6849034.000000 Penalty: 5514.792969
	Iteration 93Q: 3 clusters Score -6849034 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -6849166.000000 Penalty: 5514.792969
	Iteration 94Q: 3 clusters Score -6849166 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -6849277.500000 Penalty: 5514.792969
	Iteration 95Q: 3 clusters Score -6849278 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65046 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6849402.500000 Penalty: 5514.792969
	Iteration 96Q: 3 clusters Score -6849402 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6849484.500000 Penalty: 5514.792969
	Iteration 97Q: 3 clusters Score -6849484 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6849589.000000 Penalty: 5514.792969
	Iteration 98Q: 3 clusters Score -6849589 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6849664.500000 Penalty: 5514.792969
	Iteration 99Q: 3 clusters Score -6849664 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6849750.000000 Penalty: 5514.792969
	Iteration 100F: 3 clusters Score -6849750 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6849847.000000 Penalty: 5514.792969
	Iteration 101Q: 3 clusters Score -6849847 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6849874.000000 Penalty: 5514.792969
	Iteration 102Q: 3 clusters Score -6849874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6849909.500000 Penalty: 5514.792969
	Iteration 103Q: 3 clusters Score -6849910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6849939.000000 Penalty: 5514.792969
	Iteration 104Q: 3 clusters Score -6849939 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6849967.000000 Penalty: 5514.792969
	Iteration 105Q: 3 clusters Score -6849967 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6849998.000000 Penalty: 5514.792969
	Iteration 106Q: 3 clusters Score -6849998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6850031.000000 Penalty: 5514.792969
	Iteration 107Q: 3 clusters Score -6850031 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6850040.000000 Penalty: 5514.792969
	Iteration 108Q: 3 clusters Score -6850040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66459 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6850057.500000 Penalty: 5514.792969
	Iteration 109Q: 3 clusters Score -6850058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6850070.000000 Penalty: 5514.792969
	Iteration 110Q: 3 clusters Score -6850070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6850080.500000 Penalty: 5514.792969
	Iteration 111Q: 3 clusters Score -6850080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6850087.000000 Penalty: 5514.792969
	Iteration 112Q: 3 clusters Score -6850087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6850106.000000 Penalty: 5514.792969
	Iteration 113Q: 3 clusters Score -6850106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6850110.500000 Penalty: 5514.792969
	Iteration 114Q: 3 clusters Score -6850110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6850127.000000 Penalty: 5514.792969
	Iteration 115Q: 3 clusters Score -6850127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6850130.000000 Penalty: 5514.792969
	Iteration 116Q: 3 clusters Score -6850130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6850122.000000 Penalty: 5514.792969
	Iteration 117Q: 3 clusters Score -6850122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6850122.500000 Penalty: 5514.792969
	Iteration 118Q: 3 clusters Score -6850122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6850117.500000 Penalty: 5514.792969
	Iteration 119Q: 3 clusters Score -6850118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66621 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6850124.500000 Penalty: 5514.792969
	Iteration 120F: 3 clusters Score -6850124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6850125.500000 Penalty: 5514.792969
	Iteration 121Q: 3 clusters Score -6850126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6850132.000000 Penalty: 5514.792969
	Iteration 122Q: 3 clusters Score -6850132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6850142.000000 Penalty: 5514.792969
	Iteration 123Q: 3 clusters Score -6850142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6850134.000000 Penalty: 5514.792969
	Iteration 124Q: 3 clusters Score -6850134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6850143.000000 Penalty: 5514.792969
	Iteration 125Q: 3 clusters Score -6850143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6850143.500000 Penalty: 5514.792969
	Iteration 126Q: 3 clusters Score -6850144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6850150.000000 Penalty: 5514.792969
	Iteration 127Q: 3 clusters Score -6850150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6850150.000000 Penalty: 5514.792969
	Iteration 128F: 3 clusters Score -6850150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185213 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 289846 members 
Mstep: Class 4 contains 15829 members 
Mstep: Class 5 contains 15951 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67478 members 
Mstep: Class 8 contains 42873 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17438 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 87061 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 16695 members 
Mstep: Class 15 contains 14056 members 
Mstep: Class 16 contains 97674 members 
Mstep: Class 17 contains 13871 members 
Mstep: Class 18 contains 44626 members 
Mstep: Class 19 contains 10986 members 
Mstep: Class 20 contains 25619 members 
Mstep: Class 21 contains 15527 members 
Mstep: Class 22 contains 192409 members 
Mstep: Class 23 contains 39045 members 
Mstep: Class 24 contains 229182 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31805 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 7876 members 
Mstep: Class 29 contains 5606 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3546 members 
Mstep: Class 32 contains 7365 members 
Mstep: Class 33 contains 67409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157840.000000 Penalty: 117006.343750
Iteration 159Q: 34 clusters Score -1.571578e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185178 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 289753 members 
Mstep: Class 4 contains 15829 members 
Mstep: Class 5 contains 15972 members 
Mstep: Class 6 contains 8982 members 
Mstep: Class 7 contains 67457 members 
Mstep: Class 8 contains 42874 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17419 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 86996 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16685 members 
Mstep: Class 15 contains 14052 members 
Mstep: Class 16 contains 97676 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 44616 members 
Mstep: Class 19 contains 10996 members 
Mstep: Class 20 contains 25581 members 
Mstep: Class 21 contains 15527 members 
Mstep: Class 22 contains 192743 members 
Mstep: Class 23 contains 39054 members 
Mstep: Class 24 contains 229136 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31803 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 7877 members 
Mstep: Class 29 contains 5606 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3547 members 
Mstep: Class 32 contains 7367 members 
Mstep: Class 33 contains 67370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157952.000000 Penalty: 117006.343750
Iteration 160F: 34 clusters Score -1.57158e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185153 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 289665 members 
Mstep: Class 4 contains 15828 members 
Mstep: Class 5 contains 15990 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67450 members 
Mstep: Class 8 contains 42871 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17393 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 86930 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16675 members 
Mstep: Class 15 contains 14051 members 
Mstep: Class 16 contains 97682 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 44606 members 
Mstep: Class 19 contains 11007 members 
Mstep: Class 20 contains 25542 members 
Mstep: Class 21 contains 15527 members 
Mstep: Class 22 contains 193051 members 
Mstep: Class 23 contains 39069 members 
Mstep: Class 24 contains 229081 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31803 members 
Mstep: Class 27 contains 22441 members 
Mstep: Class 28 contains 7877 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3548 members 
Mstep: Class 32 contains 7368 members 
Mstep: Class 33 contains 67341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158016.000000 Penalty: 117006.343750
Iteration 161Q: 34 clusters Score -1.57158e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185136 members 
Mstep: Class 2 contains 7001 members 
Mstep: Class 3 contains 289577 members 
Mstep: Class 4 contains 15827 members 
Mstep: Class 5 contains 16006 members 
Mstep: Class 6 contains 8985 members 
Mstep: Class 7 contains 67431 members 
Mstep: Class 8 contains 42868 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17373 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 86869 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16663 members 
Mstep: Class 15 contains 14047 members 
Mstep: Class 16 contains 97692 members 
Mstep: Class 17 contains 13886 members 
Mstep: Class 18 contains 44596 members 
Mstep: Class 19 contains 11011 members 
Mstep: Class 20 contains 25499 members 
Mstep: Class 21 contains 15529 members 
Mstep: Class 22 contains 193353 members 
Mstep: Class 23 contains 39079 members 
Mstep: Class 24 contains 229033 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31802 members 
Mstep: Class 27 contains 22439 members 
Mstep: Class 28 contains 7877 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3548 members 
Mstep: Class 32 contains 7369 members 
Mstep: Class 33 contains 67316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158096.000000 Penalty: 117006.343750
Iteration 162Q: 34 clusters Score -1.571581e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185114 members 
Mstep: Class 2 contains 7004 members 
Mstep: Class 3 contains 289510 members 
Mstep: Class 4 contains 15826 members 
Mstep: Class 5 contains 16022 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67412 members 
Mstep: Class 8 contains 42865 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17358 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86825 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16645 members 
Mstep: Class 15 contains 14045 members 
Mstep: Class 16 contains 97693 members 
Mstep: Class 17 contains 13888 members 
Mstep: Class 18 contains 44589 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 25464 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 193646 members 
Mstep: Class 23 contains 39082 members 
Mstep: Class 24 contains 228983 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31803 members 
Mstep: Class 27 contains 22434 members 
Mstep: Class 28 contains 7877 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3548 members 
Mstep: Class 32 contains 7369 members 
Mstep: Class 33 contains 67276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158192.000000 Penalty: 117006.343750
Iteration 163Q: 34 clusters Score -1.571582e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185101 members 
Mstep: Class 2 contains 7005 members 
Mstep: Class 3 contains 289435 members 
Mstep: Class 4 contains 15828 members 
Mstep: Class 5 contains 16039 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67392 members 
Mstep: Class 8 contains 42864 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17336 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86792 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16627 members 
Mstep: Class 15 contains 14045 members 
Mstep: Class 16 contains 97699 members 
Mstep: Class 17 contains 13894 members 
Mstep: Class 18 contains 44575 members 
Mstep: Class 19 contains 11019 members 
Mstep: Class 20 contains 25448 members 
Mstep: Class 21 contains 15535 members 
Mstep: Class 22 contains 193900 members 
Mstep: Class 23 contains 39089 members 
Mstep: Class 24 contains 228928 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31797 members 
Mstep: Class 27 contains 22433 members 
Mstep: Class 28 contains 7878 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3548 members 
Mstep: Class 32 contains 7370 members 
Mstep: Class 33 contains 67252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158128.000000 Penalty: 117006.343750
Iteration 164Q: 34 clusters Score -1.571581e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185079 members 
Mstep: Class 2 contains 7007 members 
Mstep: Class 3 contains 289365 members 
Mstep: Class 4 contains 15828 members 
Mstep: Class 5 contains 16058 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67379 members 
Mstep: Class 8 contains 42864 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17311 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86755 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16610 members 
Mstep: Class 15 contains 14045 members 
Mstep: Class 16 contains 97699 members 
Mstep: Class 17 contains 13897 members 
Mstep: Class 18 contains 44564 members 
Mstep: Class 19 contains 11027 members 
Mstep: Class 20 contains 25425 members 
Mstep: Class 21 contains 15540 members 
Mstep: Class 22 contains 194152 members 
Mstep: Class 23 contains 39097 members 
Mstep: Class 24 contains 228880 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31792 members 
Mstep: Class 27 contains 22432 members 
Mstep: Class 28 contains 7879 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7370 members 
Mstep: Class 33 contains 67225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158064.000000 Penalty: 117006.343750
Iteration 165Q: 34 clusters Score -1.571581e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185051 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 3 contains 289285 members 
Mstep: Class 4 contains 15828 members 
Mstep: Class 5 contains 16073 members 
Mstep: Class 6 contains 8982 members 
Mstep: Class 7 contains 67370 members 
Mstep: Class 8 contains 42864 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17282 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86713 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16581 members 
Mstep: Class 15 contains 14044 members 
Mstep: Class 16 contains 97703 members 
Mstep: Class 17 contains 13898 members 
Mstep: Class 18 contains 44547 members 
Mstep: Class 19 contains 11030 members 
Mstep: Class 20 contains 25407 members 
Mstep: Class 21 contains 15550 members 
Mstep: Class 22 contains 194430 members 
Mstep: Class 23 contains 39107 members 
Mstep: Class 24 contains 228835 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31790 members 
Mstep: Class 27 contains 22433 members 
Mstep: Class 28 contains 7879 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7370 members 
Mstep: Class 33 contains 67203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158096.000000 Penalty: 117006.343750
Iteration 166Q: 34 clusters Score -1.571581e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 185020 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 3 contains 289221 members 
Mstep: Class 4 contains 15828 members 
Mstep: Class 5 contains 16089 members 
Mstep: Class 6 contains 8982 members 
Mstep: Class 7 contains 67357 members 
Mstep: Class 8 contains 42864 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17250 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86680 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16565 members 
Mstep: Class 15 contains 14042 members 
Mstep: Class 16 contains 97715 members 
Mstep: Class 17 contains 13902 members 
Mstep: Class 18 contains 44537 members 
Mstep: Class 19 contains 11027 members 
Mstep: Class 20 contains 25384 members 
Mstep: Class 21 contains 15554 members 
Mstep: Class 22 contains 194698 members 
Mstep: Class 23 contains 39109 members 
Mstep: Class 24 contains 228789 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31788 members 
Mstep: Class 27 contains 22429 members 
Mstep: Class 28 contains 7880 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7370 members 
Mstep: Class 33 contains 67175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158176.000000 Penalty: 117006.343750
Iteration 167Q: 34 clusters Score -1.571582e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184996 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 3 contains 289161 members 
Mstep: Class 4 contains 15828 members 
Mstep: Class 5 contains 16107 members 
Mstep: Class 6 contains 8981 members 
Mstep: Class 7 contains 67343 members 
Mstep: Class 8 contains 42866 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17223 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86660 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16544 members 
Mstep: Class 15 contains 14041 members 
Mstep: Class 16 contains 97723 members 
Mstep: Class 17 contains 13907 members 
Mstep: Class 18 contains 44528 members 
Mstep: Class 19 contains 11032 members 
Mstep: Class 20 contains 25364 members 
Mstep: Class 21 contains 15556 members 
Mstep: Class 22 contains 194925 members 
Mstep: Class 23 contains 39116 members 
Mstep: Class 24 contains 228744 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31784 members 
Mstep: Class 27 contains 22427 members 
Mstep: Class 28 contains 7881 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7370 members 
Mstep: Class 33 contains 67148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158048.000000 Penalty: 117006.343750
Iteration 168Q: 34 clusters Score -1.57158e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184957 members 
Mstep: Class 2 contains 7010 members 
Mstep: Class 3 contains 289099 members 
Mstep: Class 4 contains 15828 members 
Mstep: Class 5 contains 16131 members 
Mstep: Class 6 contains 8980 members 
Mstep: Class 7 contains 67329 members 
Mstep: Class 8 contains 42867 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17192 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86633 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16527 members 
Mstep: Class 15 contains 14040 members 
Mstep: Class 16 contains 97727 members 
Mstep: Class 17 contains 13909 members 
Mstep: Class 18 contains 44519 members 
Mstep: Class 19 contains 11036 members 
Mstep: Class 20 contains 25348 members 
Mstep: Class 21 contains 15557 members 
Mstep: Class 22 contains 195154 members 
Mstep: Class 23 contains 39127 members 
Mstep: Class 24 contains 228714 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31779 members 
Mstep: Class 27 contains 22427 members 
Mstep: Class 28 contains 7881 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7370 members 
Mstep: Class 33 contains 67121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158144.000000 Penalty: 117006.343750
Iteration 169Q: 34 clusters Score -1.571581e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184928 members 
Mstep: Class 2 contains 7011 members 
Mstep: Class 3 contains 289035 members 
Mstep: Class 4 contains 15829 members 
Mstep: Class 5 contains 16152 members 
Mstep: Class 6 contains 8980 members 
Mstep: Class 7 contains 67318 members 
Mstep: Class 8 contains 42866 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17161 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86596 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16512 members 
Mstep: Class 15 contains 14040 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 13909 members 
Mstep: Class 18 contains 44515 members 
Mstep: Class 19 contains 11037 members 
Mstep: Class 20 contains 25330 members 
Mstep: Class 21 contains 15560 members 
Mstep: Class 22 contains 195384 members 
Mstep: Class 23 contains 39137 members 
Mstep: Class 24 contains 228674 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31778 members 
Mstep: Class 27 contains 22426 members 
Mstep: Class 28 contains 7882 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7370 members 
Mstep: Class 33 contains 67104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158032.000000 Penalty: 117006.343750
Iteration 170Q: 34 clusters Score -1.57158e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184908 members 
Mstep: Class 2 contains 7012 members 
Mstep: Class 3 contains 288981 members 
Mstep: Class 4 contains 15830 members 
Mstep: Class 5 contains 16170 members 
Mstep: Class 6 contains 8980 members 
Mstep: Class 7 contains 67303 members 
Mstep: Class 8 contains 42863 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17134 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86574 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16494 members 
Mstep: Class 15 contains 14040 members 
Mstep: Class 16 contains 97733 members 
Mstep: Class 17 contains 13909 members 
Mstep: Class 18 contains 44507 members 
Mstep: Class 19 contains 11039 members 
Mstep: Class 20 contains 25312 members 
Mstep: Class 21 contains 15567 members 
Mstep: Class 22 contains 195585 members 
Mstep: Class 23 contains 39144 members 
Mstep: Class 24 contains 228632 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31778 members 
Mstep: Class 27 contains 22425 members 
Mstep: Class 28 contains 7884 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7370 members 
Mstep: Class 33 contains 67088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158128.000000 Penalty: 117006.343750
Iteration 171Q: 34 clusters Score -1.571581e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184886 members 
Mstep: Class 2 contains 7012 members 
Mstep: Class 3 contains 288919 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 16196 members 
Mstep: Class 6 contains 8980 members 
Mstep: Class 7 contains 67292 members 
Mstep: Class 8 contains 42860 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17112 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86553 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16475 members 
Mstep: Class 15 contains 14040 members 
Mstep: Class 16 contains 97735 members 
Mstep: Class 17 contains 13910 members 
Mstep: Class 18 contains 44497 members 
Mstep: Class 19 contains 11046 members 
Mstep: Class 20 contains 25310 members 
Mstep: Class 21 contains 15576 members 
Mstep: Class 22 contains 195761 members 
Mstep: Class 23 contains 39148 members 
Mstep: Class 24 contains 228594 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31778 members 
Mstep: Class 27 contains 22424 members 
Mstep: Class 28 contains 7885 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7370 members 
Mstep: Class 33 contains 67072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158144.000000 Penalty: 117006.343750
Iteration 172Q: 34 clusters Score -1.571581e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184855 members 
Mstep: Class 2 contains 7011 members 
Mstep: Class 3 contains 288857 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 16213 members 
Mstep: Class 6 contains 8980 members 
Mstep: Class 7 contains 67273 members 
Mstep: Class 8 contains 42861 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17090 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86526 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16459 members 
Mstep: Class 15 contains 14038 members 
Mstep: Class 16 contains 97743 members 
Mstep: Class 17 contains 13912 members 
Mstep: Class 18 contains 44493 members 
Mstep: Class 19 contains 11054 members 
Mstep: Class 20 contains 25308 members 
Mstep: Class 21 contains 15582 members 
Mstep: Class 22 contains 195943 members 
Mstep: Class 23 contains 39159 members 
Mstep: Class 24 contains 228557 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31779 members 
Mstep: Class 27 contains 22424 members 
Mstep: Class 28 contains 7885 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7370 members 
Mstep: Class 33 contains 67059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158208.000000 Penalty: 117006.343750
Iteration 173Q: 34 clusters Score -1.571582e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184827 members 
Mstep: Class 2 contains 7011 members 
Mstep: Class 3 contains 288804 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 16231 members 
Mstep: Class 6 contains 8980 members 
Mstep: Class 7 contains 67259 members 
Mstep: Class 8 contains 42861 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17075 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86505 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16447 members 
Mstep: Class 15 contains 14036 members 
Mstep: Class 16 contains 97748 members 
Mstep: Class 17 contains 13914 members 
Mstep: Class 18 contains 44483 members 
Mstep: Class 19 contains 11055 members 
Mstep: Class 20 contains 25299 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 196107 members 
Mstep: Class 23 contains 39168 members 
Mstep: Class 24 contains 228531 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31780 members 
Mstep: Class 27 contains 22423 members 
Mstep: Class 28 contains 7885 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7370 members 
Mstep: Class 33 contains 67044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158272.000000 Penalty: 117006.343750
Iteration 174Q: 34 clusters Score -1.571583e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184811 members 
Mstep: Class 2 contains 7011 members 
Mstep: Class 3 contains 288750 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 16240 members 
Mstep: Class 6 contains 8980 members 
Mstep: Class 7 contains 67255 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17067 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86484 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16446 members 
Mstep: Class 15 contains 14034 members 
Mstep: Class 16 contains 97752 members 
Mstep: Class 17 contains 13916 members 
Mstep: Class 18 contains 44478 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 25295 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 196238 members 
Mstep: Class 23 contains 39177 members 
Mstep: Class 24 contains 228499 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31780 members 
Mstep: Class 27 contains 22423 members 
Mstep: Class 28 contains 7887 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7370 members 
Mstep: Class 33 contains 67029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158176.000000 Penalty: 117006.343750
Iteration 175Q: 34 clusters Score -1.571582e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184804 members 
Mstep: Class 2 contains 7010 members 
Mstep: Class 3 contains 288714 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 16256 members 
Mstep: Class 6 contains 8980 members 
Mstep: Class 7 contains 67246 members 
Mstep: Class 8 contains 42863 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17059 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86464 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16444 members 
Mstep: Class 15 contains 14033 members 
Mstep: Class 16 contains 97753 members 
Mstep: Class 17 contains 13919 members 
Mstep: Class 18 contains 44470 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 25294 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 196347 members 
Mstep: Class 23 contains 39179 members 
Mstep: Class 24 contains 228473 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31780 members 
Mstep: Class 27 contains 22423 members 
Mstep: Class 28 contains 7887 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7370 members 
Mstep: Class 33 contains 67015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158240.000000 Penalty: 117006.343750
Iteration 176Q: 34 clusters Score -1.571582e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184809 members 
Mstep: Class 2 contains 7009 members 
Mstep: Class 3 contains 288674 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 16266 members 
Mstep: Class 6 contains 8980 members 
Mstep: Class 7 contains 67238 members 
Mstep: Class 8 contains 42863 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17055 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86454 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16438 members 
Mstep: Class 15 contains 14033 members 
Mstep: Class 16 contains 97754 members 
Mstep: Class 17 contains 13921 members 
Mstep: Class 18 contains 44470 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 25291 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 196451 members 
Mstep: Class 23 contains 39180 members 
Mstep: Class 24 contains 228439 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31779 members 
Mstep: Class 27 contains 22422 members 
Mstep: Class 28 contains 7887 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158416.000000 Penalty: 117006.343750
Iteration 177Q: 34 clusters Score -1.571584e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184805 members 
Mstep: Class 2 contains 7009 members 
Mstep: Class 3 contains 288641 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 16268 members 
Mstep: Class 6 contains 8980 members 
Mstep: Class 7 contains 67230 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17049 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86440 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16436 members 
Mstep: Class 15 contains 14033 members 
Mstep: Class 16 contains 97757 members 
Mstep: Class 17 contains 13922 members 
Mstep: Class 18 contains 44470 members 
Mstep: Class 19 contains 11061 members 
Mstep: Class 20 contains 25285 members 
Mstep: Class 21 contains 15592 members 
Mstep: Class 22 contains 196553 members 
Mstep: Class 23 contains 39185 members 
Mstep: Class 24 contains 228411 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31777 members 
Mstep: Class 27 contains 22421 members 
Mstep: Class 28 contains 7887 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158448.000000 Penalty: 117006.343750
Iteration 178Q: 34 clusters Score -1.571584e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184802 members 
Mstep: Class 2 contains 7009 members 
Mstep: Class 3 contains 288602 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 16274 members 
Mstep: Class 6 contains 8981 members 
Mstep: Class 7 contains 67224 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17041 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 86416 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16429 members 
Mstep: Class 15 contains 14032 members 
Mstep: Class 16 contains 97760 members 
Mstep: Class 17 contains 13924 members 
Mstep: Class 18 contains 44468 members 
Mstep: Class 19 contains 11070 members 
Mstep: Class 20 contains 25281 members 
Mstep: Class 21 contains 15596 members 
Mstep: Class 22 contains 196658 members 
Mstep: Class 23 contains 39185 members 
Mstep: Class 24 contains 228385 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31776 members 
Mstep: Class 27 contains 22420 members 
Mstep: Class 28 contains 7887 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158416.000000 Penalty: 117006.343750
Iteration 179Q: 34 clusters Score -1.571584e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184799 members 
Mstep: Class 2 contains 7009 members 
Mstep: Class 3 contains 288561 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 16279 members 
Mstep: Class 6 contains 8981 members 
Mstep: Class 7 contains 67219 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17037 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 86401 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16424 members 
Mstep: Class 15 contains 14032 members 
Mstep: Class 16 contains 97760 members 
Mstep: Class 17 contains 13930 members 
Mstep: Class 18 contains 44465 members 
Mstep: Class 19 contains 11076 members 
Mstep: Class 20 contains 25273 members 
Mstep: Class 21 contains 15596 members 
Mstep: Class 22 contains 196753 members 
Mstep: Class 23 contains 39186 members 
Mstep: Class 24 contains 228369 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31772 members 
Mstep: Class 27 contains 22420 members 
Mstep: Class 28 contains 7888 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158528.000000 Penalty: 117006.343750
Iteration 180F: 34 clusters Score -1.571585e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184791 members 
Mstep: Class 2 contains 7007 members 
Mstep: Class 3 contains 288518 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16282 members 
Mstep: Class 6 contains 8981 members 
Mstep: Class 7 contains 67219 members 
Mstep: Class 8 contains 42861 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17034 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 86386 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16421 members 
Mstep: Class 15 contains 14031 members 
Mstep: Class 16 contains 97759 members 
Mstep: Class 17 contains 13937 members 
Mstep: Class 18 contains 44464 members 
Mstep: Class 19 contains 11077 members 
Mstep: Class 20 contains 25269 members 
Mstep: Class 21 contains 15596 members 
Mstep: Class 22 contains 196848 members 
Mstep: Class 23 contains 39187 members 
Mstep: Class 24 contains 228350 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31768 members 
Mstep: Class 27 contains 22419 members 
Mstep: Class 28 contains 7890 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7271 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158448.000000 Penalty: 117006.343750
Iteration 181Q: 34 clusters Score -1.571584e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184779 members 
Mstep: Class 2 contains 7006 members 
Mstep: Class 3 contains 288474 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16285 members 
Mstep: Class 6 contains 8981 members 
Mstep: Class 7 contains 67223 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17032 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 86367 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16415 members 
Mstep: Class 15 contains 14028 members 
Mstep: Class 16 contains 97760 members 
Mstep: Class 17 contains 13944 members 
Mstep: Class 18 contains 44460 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 25263 members 
Mstep: Class 21 contains 15596 members 
Mstep: Class 22 contains 196932 members 
Mstep: Class 23 contains 39192 members 
Mstep: Class 24 contains 228339 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31761 members 
Mstep: Class 27 contains 22419 members 
Mstep: Class 28 contains 7891 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7273 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158528.000000 Penalty: 117006.343750
Iteration 182Q: 34 clusters Score -1.571585e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184771 members 
Mstep: Class 2 contains 7009 members 
Mstep: Class 3 contains 288427 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16286 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67227 members 
Mstep: Class 8 contains 42863 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17028 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 86342 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16415 members 
Mstep: Class 15 contains 14019 members 
Mstep: Class 16 contains 97765 members 
Mstep: Class 17 contains 13949 members 
Mstep: Class 18 contains 44459 members 
Mstep: Class 19 contains 11094 members 
Mstep: Class 20 contains 25253 members 
Mstep: Class 21 contains 15598 members 
Mstep: Class 22 contains 197018 members 
Mstep: Class 23 contains 39195 members 
Mstep: Class 24 contains 228329 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31758 members 
Mstep: Class 27 contains 22419 members 
Mstep: Class 28 contains 7891 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 7276 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158560.000000 Penalty: 117006.343750
Iteration 183Q: 34 clusters Score -1.571586e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184760 members 
Mstep: Class 2 contains 7010 members 
Mstep: Class 3 contains 288390 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 16289 members 
Mstep: Class 6 contains 8982 members 
Mstep: Class 7 contains 67235 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17025 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 86329 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16414 members 
Mstep: Class 15 contains 14011 members 
Mstep: Class 16 contains 97766 members 
Mstep: Class 17 contains 13956 members 
Mstep: Class 18 contains 44457 members 
Mstep: Class 19 contains 11100 members 
Mstep: Class 20 contains 25244 members 
Mstep: Class 21 contains 15599 members 
Mstep: Class 22 contains 197095 members 
Mstep: Class 23 contains 39199 members 
Mstep: Class 24 contains 228323 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31751 members 
Mstep: Class 27 contains 22418 members 
Mstep: Class 28 contains 7891 members 
Mstep: Class 29 contains 5606 members 
Mstep: Class 30 contains 7278 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 184Q: 34 clusters Score -1.571587e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184750 members 
Mstep: Class 2 contains 7011 members 
Mstep: Class 3 contains 288358 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 16295 members 
Mstep: Class 6 contains 8982 members 
Mstep: Class 7 contains 67236 members 
Mstep: Class 8 contains 42860 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17023 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 86313 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16415 members 
Mstep: Class 15 contains 14009 members 
Mstep: Class 16 contains 97768 members 
Mstep: Class 17 contains 13962 members 
Mstep: Class 18 contains 44453 members 
Mstep: Class 19 contains 11105 members 
Mstep: Class 20 contains 25241 members 
Mstep: Class 21 contains 15600 members 
Mstep: Class 22 contains 197152 members 
Mstep: Class 23 contains 39197 members 
Mstep: Class 24 contains 228322 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31746 members 
Mstep: Class 27 contains 22417 members 
Mstep: Class 28 contains 7892 members 
Mstep: Class 29 contains 5606 members 
Mstep: Class 30 contains 7280 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158688.000000 Penalty: 117006.343750
Iteration 185Q: 34 clusters Score -1.571587e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184742 members 
Mstep: Class 2 contains 7011 members 
Mstep: Class 3 contains 288329 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 16297 members 
Mstep: Class 6 contains 8982 members 
Mstep: Class 7 contains 67235 members 
Mstep: Class 8 contains 42859 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17024 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 86292 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16417 members 
Mstep: Class 15 contains 14006 members 
Mstep: Class 16 contains 97773 members 
Mstep: Class 17 contains 13969 members 
Mstep: Class 18 contains 44450 members 
Mstep: Class 19 contains 11104 members 
Mstep: Class 20 contains 25237 members 
Mstep: Class 21 contains 15603 members 
Mstep: Class 22 contains 197216 members 
Mstep: Class 23 contains 39192 members 
Mstep: Class 24 contains 228317 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31744 members 
Mstep: Class 27 contains 22416 members 
Mstep: Class 28 contains 7893 members 
Mstep: Class 29 contains 5607 members 
Mstep: Class 30 contains 7282 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 186Q: 34 clusters Score -1.571587e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184731 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 3 contains 288302 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16299 members 
Mstep: Class 6 contains 8982 members 
Mstep: Class 7 contains 67233 members 
Mstep: Class 8 contains 42855 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17023 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 86279 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16416 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97778 members 
Mstep: Class 17 contains 13980 members 
Mstep: Class 18 contains 44449 members 
Mstep: Class 19 contains 11107 members 
Mstep: Class 20 contains 25234 members 
Mstep: Class 21 contains 15605 members 
Mstep: Class 22 contains 197270 members 
Mstep: Class 23 contains 39193 members 
Mstep: Class 24 contains 228313 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 31742 members 
Mstep: Class 27 contains 22417 members 
Mstep: Class 28 contains 7894 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7282 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 187Q: 34 clusters Score -1.571587e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184720 members 
Mstep: Class 2 contains 7006 members 
Mstep: Class 3 contains 288284 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16304 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67229 members 
Mstep: Class 8 contains 42851 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17019 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 86269 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16417 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97782 members 
Mstep: Class 17 contains 13985 members 
Mstep: Class 18 contains 44451 members 
Mstep: Class 19 contains 11108 members 
Mstep: Class 20 contains 25233 members 
Mstep: Class 21 contains 15605 members 
Mstep: Class 22 contains 197319 members 
Mstep: Class 23 contains 39193 members 
Mstep: Class 24 contains 228305 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31739 members 
Mstep: Class 27 contains 22417 members 
Mstep: Class 28 contains 7896 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7282 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 188Q: 34 clusters Score -1.571587e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184717 members 
Mstep: Class 2 contains 7003 members 
Mstep: Class 3 contains 288256 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16308 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67227 members 
Mstep: Class 8 contains 42851 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17013 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 86263 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16417 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97784 members 
Mstep: Class 17 contains 13991 members 
Mstep: Class 18 contains 44453 members 
Mstep: Class 19 contains 11121 members 
Mstep: Class 20 contains 25230 members 
Mstep: Class 21 contains 15606 members 
Mstep: Class 22 contains 197361 members 
Mstep: Class 23 contains 39189 members 
Mstep: Class 24 contains 228299 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31736 members 
Mstep: Class 27 contains 22415 members 
Mstep: Class 28 contains 7897 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7282 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 189Q: 34 clusters Score -1.571588e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184711 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 288239 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16311 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67226 members 
Mstep: Class 8 contains 42850 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17006 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86257 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16417 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97784 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44451 members 
Mstep: Class 19 contains 11121 members 
Mstep: Class 20 contains 25224 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 197411 members 
Mstep: Class 23 contains 39190 members 
Mstep: Class 24 contains 228299 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22413 members 
Mstep: Class 28 contains 7897 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7282 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 190Q: 34 clusters Score -1.571587e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184705 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 288220 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16312 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67225 members 
Mstep: Class 8 contains 42850 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 17002 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86250 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16415 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97784 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44450 members 
Mstep: Class 19 contains 11122 members 
Mstep: Class 20 contains 25220 members 
Mstep: Class 21 contains 15607 members 
Mstep: Class 22 contains 197456 members 
Mstep: Class 23 contains 39191 members 
Mstep: Class 24 contains 228296 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22413 members 
Mstep: Class 28 contains 7898 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7282 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158640.000000 Penalty: 117006.343750
Iteration 191Q: 34 clusters Score -1.571586e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184700 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 288200 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16313 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67222 members 
Mstep: Class 8 contains 42850 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16997 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86242 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16413 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97784 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44453 members 
Mstep: Class 19 contains 11125 members 
Mstep: Class 20 contains 25214 members 
Mstep: Class 21 contains 15607 members 
Mstep: Class 22 contains 197507 members 
Mstep: Class 23 contains 39192 members 
Mstep: Class 24 contains 228293 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22413 members 
Mstep: Class 28 contains 7899 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7282 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158640.000000 Penalty: 117006.343750
Iteration 192Q: 34 clusters Score -1.571586e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184697 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 288175 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16313 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67221 members 
Mstep: Class 8 contains 42850 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16989 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86236 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16407 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97786 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44454 members 
Mstep: Class 19 contains 11133 members 
Mstep: Class 20 contains 25207 members 
Mstep: Class 21 contains 15606 members 
Mstep: Class 22 contains 197562 members 
Mstep: Class 23 contains 39195 members 
Mstep: Class 24 contains 228286 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22411 members 
Mstep: Class 28 contains 7900 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7282 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 193Q: 34 clusters Score -1.571588e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184698 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 288149 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16314 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67220 members 
Mstep: Class 8 contains 42850 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16985 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86227 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16403 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97788 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44456 members 
Mstep: Class 19 contains 11138 members 
Mstep: Class 20 contains 25202 members 
Mstep: Class 21 contains 15607 members 
Mstep: Class 22 contains 197599 members 
Mstep: Class 23 contains 39202 members 
Mstep: Class 24 contains 228283 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22409 members 
Mstep: Class 28 contains 7901 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7282 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158592.000000 Penalty: 117006.343750
Iteration 194Q: 34 clusters Score -1.571586e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184697 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 288131 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16316 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67221 members 
Mstep: Class 8 contains 42850 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16978 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86215 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16398 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97790 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44454 members 
Mstep: Class 19 contains 11145 members 
Mstep: Class 20 contains 25198 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 197656 members 
Mstep: Class 23 contains 39201 members 
Mstep: Class 24 contains 228275 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22406 members 
Mstep: Class 28 contains 7901 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7282 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 195Q: 34 clusters Score -1.571587e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184693 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 288100 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16318 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67221 members 
Mstep: Class 8 contains 42850 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16975 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86202 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16393 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97790 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44454 members 
Mstep: Class 19 contains 11155 members 
Mstep: Class 20 contains 25192 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 197718 members 
Mstep: Class 23 contains 39206 members 
Mstep: Class 24 contains 228270 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31736 members 
Mstep: Class 27 contains 22404 members 
Mstep: Class 28 contains 7901 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7282 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 66876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158640.000000 Penalty: 117006.343750
Iteration 196Q: 34 clusters Score -1.571586e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184698 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 288078 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16321 members 
Mstep: Class 6 contains 8982 members 
Mstep: Class 7 contains 67219 members 
Mstep: Class 8 contains 42850 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16966 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86191 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16387 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97789 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44452 members 
Mstep: Class 19 contains 11161 members 
Mstep: Class 20 contains 25181 members 
Mstep: Class 21 contains 15606 members 
Mstep: Class 22 contains 197787 members 
Mstep: Class 23 contains 39206 members 
Mstep: Class 24 contains 228260 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31736 members 
Mstep: Class 27 contains 22402 members 
Mstep: Class 28 contains 7901 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 7283 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7372 members 
Mstep: Class 33 contains 66869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158640.000000 Penalty: 117006.343750
Iteration 197Q: 34 clusters Score -1.571586e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184696 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 288061 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16323 members 
Mstep: Class 6 contains 8982 members 
Mstep: Class 7 contains 67217 members 
Mstep: Class 8 contains 42849 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16959 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86169 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16383 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97795 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44452 members 
Mstep: Class 19 contains 11162 members 
Mstep: Class 20 contains 25172 members 
Mstep: Class 21 contains 15607 members 
Mstep: Class 22 contains 197855 members 
Mstep: Class 23 contains 39206 members 
Mstep: Class 24 contains 228246 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31736 members 
Mstep: Class 27 contains 22400 members 
Mstep: Class 28 contains 7901 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 7284 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7372 members 
Mstep: Class 33 contains 66870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158576.000000 Penalty: 117006.343750
Iteration 198Q: 34 clusters Score -1.571586e+08 nChanged 89
Entering ConstructFrom: 
Score: -157158576.000000 Penalty: 117006.343750
Entering ConstructFrom: 
Trying to split cluster 1 (184694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184694 members 
Entering Unmasked Estep 
Score: -18575648.000000 Penalty: 3007.360840
	Iteration 0F: 2 clusters Score -1.857565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92482 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -18452502.000000 Penalty: 6014.721680
	Iteration 0F: 3 clusters Score -1.84525e+07 nChanged 88749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 90945 members 
Entering Unmasked Estep 
Score: -18504472.000000 Penalty: 6014.721680
	Iteration 1F: 3 clusters Score -1.850447e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94586 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -18505288.000000 Penalty: 6014.721680
	Iteration 2Q: 3 clusters Score -1.850529e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95820 members 
Mstep: Class 2 contains 88874 members 
Entering Unmasked Estep 
Score: -18506170.000000 Penalty: 6014.721680
	Iteration 3Q: 3 clusters Score -1.850617e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97754 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -18507240.000000 Penalty: 6014.721680
	Iteration 4Q: 3 clusters Score -1.850724e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 83931 members 
Entering Unmasked Estep 
Score: -18508794.000000 Penalty: 6014.721680
	Iteration 5Q: 3 clusters Score -1.850879e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105460 members 
Mstep: Class 2 contains 79234 members 
Entering Unmasked Estep 
Score: -18511254.000000 Penalty: 6014.721680
	Iteration 6Q: 3 clusters Score -1.851125e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112363 members 
Mstep: Class 2 contains 72331 members 
Entering Unmasked Estep 
Score: -18514822.000000 Penalty: 6014.721680
	Iteration 7Q: 3 clusters Score -1.851482e+07 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121960 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -18521046.000000 Penalty: 6014.721680
	Iteration 8F: 3 clusters Score -1.852105e+07 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134205 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -18530434.000000 Penalty: 6014.721680
	Iteration 9F: 3 clusters Score -1.853043e+07 nChanged 13743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147706 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -18542322.000000 Penalty: 6014.721680
	Iteration 10F: 3 clusters Score -1.854232e+07 nChanged 12083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159625 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -18553142.000000 Penalty: 6014.721680
	Iteration 11F: 3 clusters Score -1.855314e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168273 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -18560948.000000 Penalty: 6014.721680
	Iteration 12Q: 3 clusters Score -1.856095e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173902 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -18565852.000000 Penalty: 6014.721680
	Iteration 13Q: 3 clusters Score -1.856585e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177550 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -18568852.000000 Penalty: 6014.721680
	Iteration 14Q: 3 clusters Score -1.856885e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179799 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -18570580.000000 Penalty: 6014.721680
	Iteration 15Q: 3 clusters Score -1.857058e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181212 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -18571610.000000 Penalty: 6014.721680
	Iteration 16Q: 3 clusters Score -1.857161e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182108 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -18572276.000000 Penalty: 6014.721680
	Iteration 17Q: 3 clusters Score -1.857228e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182702 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -18572686.000000 Penalty: 6014.721680
	Iteration 18Q: 3 clusters Score -1.857269e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183011 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -18572856.000000 Penalty: 6014.721680
	Iteration 19Q: 3 clusters Score -1.857286e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183214 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -18572992.000000 Penalty: 6014.721680
	Iteration 20F: 3 clusters Score -1.857299e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183356 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -18573128.000000 Penalty: 6014.721680
	Iteration 21Q: 3 clusters Score -1.857313e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183460 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -18573208.000000 Penalty: 6014.721680
	Iteration 22Q: 3 clusters Score -1.857321e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183519 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -18573262.000000 Penalty: 6014.721680
	Iteration 23Q: 3 clusters Score -1.857326e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183561 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -18573306.000000 Penalty: 6014.721680
	Iteration 24Q: 3 clusters Score -1.857331e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183610 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -18573306.000000 Penalty: 6014.721680
	Iteration 25Q: 3 clusters Score -1.857331e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183653 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -18573330.000000 Penalty: 6014.721680
	Iteration 26Q: 3 clusters Score -1.857333e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183670 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -18573336.000000 Penalty: 6014.721680
	Iteration 27Q: 3 clusters Score -1.857334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183690 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -18573354.000000 Penalty: 6014.721680
	Iteration 28Q: 3 clusters Score -1.857335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183712 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -18573342.000000 Penalty: 6014.721680
	Iteration 29Q: 3 clusters Score -1.857334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183729 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -18573356.000000 Penalty: 6014.721680
	Iteration 30Q: 3 clusters Score -1.857336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183734 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -18573364.000000 Penalty: 6014.721680
	Iteration 31Q: 3 clusters Score -1.857336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183738 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -18573382.000000 Penalty: 6014.721680
	Iteration 32Q: 3 clusters Score -1.857338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183739 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -18573362.000000 Penalty: 6014.721680
	Iteration 33Q: 3 clusters Score -1.857336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183742 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -18573362.000000 Penalty: 6014.721680
	Iteration 34Q: 3 clusters Score -1.857336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183742 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -18573378.000000 Penalty: 6014.721680
	Iteration 35Q: 3 clusters Score -1.857338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183742 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -18573378.000000 Penalty: 6014.721680
	Iteration 36Q: 3 clusters Score -1.857338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183741 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -18573372.000000 Penalty: 6014.721680
	Iteration 37Q: 3 clusters Score -1.857337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183740 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -18573376.000000 Penalty: 6014.721680
	Iteration 38Q: 3 clusters Score -1.857338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183740 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -18573376.000000 Penalty: 6014.721680
	Iteration 39F: 3 clusters Score -1.857338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Entering Unmasked Estep 
Score: -600197.625000 Penalty: 2195.780029
	Iteration 0F: 2 clusters Score -600197.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -594502.187500 Penalty: 4391.560059
	Iteration 0F: 3 clusters Score -594502.2 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -596414.187500 Penalty: 4391.560059
	Iteration 1F: 3 clusters Score -596414.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -596967.750000 Penalty: 4391.560059
	Iteration 2F: 3 clusters Score -596967.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -597532.875000 Penalty: 4391.560059
	Iteration 3F: 3 clusters Score -597532.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -598116.062500 Penalty: 4391.560059
	Iteration 4F: 3 clusters Score -598116.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -598529.312500 Penalty: 4391.560059
	Iteration 5F: 3 clusters Score -598529.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -598798.250000 Penalty: 4391.560059
	Iteration 6F: 3 clusters Score -598798.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -598995.500000 Penalty: 4391.560059
	Iteration 7Q: 3 clusters Score -598995.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -599157.562500 Penalty: 4391.560059
	Iteration 8Q: 3 clusters Score -599157.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -599304.500000 Penalty: 4391.560059
	Iteration 9Q: 3 clusters Score -599304.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -599408.750000 Penalty: 4391.560059
	Iteration 10Q: 3 clusters Score -599408.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -599480.937500 Penalty: 4391.560059
	Iteration 11Q: 3 clusters Score -599480.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -599558.437500 Penalty: 4391.560059
	Iteration 12Q: 3 clusters Score -599558.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -599630.187500 Penalty: 4391.560059
	Iteration 13Q: 3 clusters Score -599630.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -599688.312500 Penalty: 4391.560059
	Iteration 14Q: 3 clusters Score -599688.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -599733.437500 Penalty: 4391.560059
	Iteration 15Q: 3 clusters Score -599733.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -599773.312500 Penalty: 4391.560059
	Iteration 16Q: 3 clusters Score -599773.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -599805.687500 Penalty: 4391.560059
	Iteration 17Q: 3 clusters Score -599805.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -599830.375000 Penalty: 4391.560059
	Iteration 18Q: 3 clusters Score -599830.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -599851.937500 Penalty: 4391.560059
	Iteration 19Q: 3 clusters Score -599851.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -599866.312500 Penalty: 4391.560059
	Iteration 20F: 3 clusters Score -599866.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -599874.187500 Penalty: 4391.560059
	Iteration 21Q: 3 clusters Score -599874.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -599885.562500 Penalty: 4391.560059
	Iteration 22Q: 3 clusters Score -599885.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -599897.625000 Penalty: 4391.560059
	Iteration 23Q: 3 clusters Score -599897.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -599909.750000 Penalty: 4391.560059
	Iteration 24Q: 3 clusters Score -599909.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -599919.250000 Penalty: 4391.560059
	Iteration 25Q: 3 clusters Score -599919.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -599927.687500 Penalty: 4391.560059
	Iteration 26Q: 3 clusters Score -599927.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -599935.375000 Penalty: 4391.560059
	Iteration 27Q: 3 clusters Score -599935.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -599944.187500 Penalty: 4391.560059
	Iteration 28Q: 3 clusters Score -599944.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -599952.187500 Penalty: 4391.560059
	Iteration 29Q: 3 clusters Score -599952.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -599957.937500 Penalty: 4391.560059
	Iteration 30Q: 3 clusters Score -599957.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -599966.000000 Penalty: 4391.560059
	Iteration 31Q: 3 clusters Score -599966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -599975.750000 Penalty: 4391.560059
	Iteration 32Q: 3 clusters Score -599975.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -599985.312500 Penalty: 4391.560059
	Iteration 33Q: 3 clusters Score -599985.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -599996.250000 Penalty: 4391.560059
	Iteration 34Q: 3 clusters Score -599996.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -600009.687500 Penalty: 4391.560059
	Iteration 35Q: 3 clusters Score -600009.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -600025.000000 Penalty: 4391.560059
	Iteration 36Q: 3 clusters Score -600025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -600035.625000 Penalty: 4391.560059
	Iteration 37Q: 3 clusters Score -600035.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -600044.562500 Penalty: 4391.560059
	Iteration 38Q: 3 clusters Score -600044.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -600049.562500 Penalty: 4391.560059
	Iteration 39Q: 3 clusters Score -600049.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -600054.125000 Penalty: 4391.560059
	Iteration 40F: 3 clusters Score -600054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -600055.375000 Penalty: 4391.560059
	Iteration 41Q: 3 clusters Score -600055.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -600057.625000 Penalty: 4391.560059
	Iteration 42Q: 3 clusters Score -600057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -600058.937500 Penalty: 4391.560059
	Iteration 43Q: 3 clusters Score -600058.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -600059.875000 Penalty: 4391.560059
	Iteration 44Q: 3 clusters Score -600059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -600060.562500 Penalty: 4391.560059
	Iteration 45Q: 3 clusters Score -600060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -600060.562500 Penalty: 4391.560059
	Iteration 46F: 3 clusters Score -600060.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (288045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288045 members 
Entering Unmasked Estep 
Score: -28817280.000000 Penalty: 3117.576416
	Iteration 0F: 2 clusters Score -2.881728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144290 members 
Mstep: Class 2 contains 143755 members 
Entering Unmasked Estep 
Score: -28634652.000000 Penalty: 6235.152832
	Iteration 0F: 3 clusters Score -2.863465e+07 nChanged 139213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146823 members 
Mstep: Class 2 contains 141222 members 
Entering Unmasked Estep 
Score: -28716918.000000 Penalty: 6235.152832
	Iteration 1F: 3 clusters Score -2.871692e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148055 members 
Mstep: Class 2 contains 139990 members 
Entering Unmasked Estep 
Score: -28718530.000000 Penalty: 6235.152832
	Iteration 2Q: 3 clusters Score -2.871853e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149929 members 
Mstep: Class 2 contains 138116 members 
Entering Unmasked Estep 
Score: -28720516.000000 Penalty: 6235.152832
	Iteration 3Q: 3 clusters Score -2.872052e+07 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152659 members 
Mstep: Class 2 contains 135386 members 
Entering Unmasked Estep 
Score: -28724164.000000 Penalty: 6235.152832
	Iteration 4Q: 3 clusters Score -2.872416e+07 nChanged 11776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156625 members 
Mstep: Class 2 contains 131420 members 
Entering Unmasked Estep 
Score: -28729510.000000 Penalty: 6235.152832
	Iteration 5Q: 3 clusters Score -2.872951e+07 nChanged 14029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162726 members 
Mstep: Class 2 contains 125319 members 
Entering Unmasked Estep 
Score: -28736982.000000 Penalty: 6235.152832
	Iteration 6Q: 3 clusters Score -2.873698e+07 nChanged 16087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171185 members 
Mstep: Class 2 contains 116860 members 
Entering Unmasked Estep 
Score: -28746412.000000 Penalty: 6235.152832
	Iteration 7F: 3 clusters Score -2.874641e+07 nChanged 17354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181953 members 
Mstep: Class 2 contains 106092 members 
Entering Unmasked Estep 
Score: -28756950.000000 Penalty: 6235.152832
	Iteration 8F: 3 clusters Score -2.875695e+07 nChanged 17268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194263 members 
Mstep: Class 2 contains 93782 members 
Entering Unmasked Estep 
Score: -28767038.000000 Penalty: 6235.152832
	Iteration 9F: 3 clusters Score -2.876704e+07 nChanged 16183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206914 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -28776104.000000 Penalty: 6235.152832
	Iteration 10F: 3 clusters Score -2.87761e+07 nChanged 14530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218828 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -28784274.000000 Penalty: 6235.152832
	Iteration 11F: 3 clusters Score -2.878427e+07 nChanged 12245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228841 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -28791296.000000 Penalty: 6235.152832
	Iteration 12Q: 3 clusters Score -2.87913e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236618 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -28797228.000000 Penalty: 6235.152832
	Iteration 13Q: 3 clusters Score -2.879723e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242159 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -28801940.000000 Penalty: 6235.152832
	Iteration 14Q: 3 clusters Score -2.880194e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245783 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -28805556.000000 Penalty: 6235.152832
	Iteration 15Q: 3 clusters Score -2.880556e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248224 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -28808010.000000 Penalty: 6235.152832
	Iteration 16Q: 3 clusters Score -2.880801e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249948 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -28809488.000000 Penalty: 6235.152832
	Iteration 17Q: 3 clusters Score -2.880949e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251311 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -28810492.000000 Penalty: 6235.152832
	Iteration 18Q: 3 clusters Score -2.881049e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252425 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -28811180.000000 Penalty: 6235.152832
	Iteration 19Q: 3 clusters Score -2.881118e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253425 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -28811660.000000 Penalty: 6235.152832
	Iteration 20F: 3 clusters Score -2.881166e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254311 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -28811990.000000 Penalty: 6235.152832
	Iteration 21Q: 3 clusters Score -2.881199e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255140 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -28812278.000000 Penalty: 6235.152832
	Iteration 22Q: 3 clusters Score -2.881228e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255951 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -28812510.000000 Penalty: 6235.152832
	Iteration 23Q: 3 clusters Score -2.881251e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256714 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -28812644.000000 Penalty: 6235.152832
	Iteration 24Q: 3 clusters Score -2.881264e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257359 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -28812794.000000 Penalty: 6235.152832
	Iteration 25Q: 3 clusters Score -2.881279e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257946 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -28812894.000000 Penalty: 6235.152832
	Iteration 26Q: 3 clusters Score -2.881289e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258506 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -28812922.000000 Penalty: 6235.152832
	Iteration 27Q: 3 clusters Score -2.881292e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259023 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -28813016.000000 Penalty: 6235.152832
	Iteration 28Q: 3 clusters Score -2.881302e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259514 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -28812978.000000 Penalty: 6235.152832
	Iteration 29Q: 3 clusters Score -2.881298e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259979 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -28813040.000000 Penalty: 6235.152832
	Iteration 30Q: 3 clusters Score -2.881304e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260401 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -28812998.000000 Penalty: 6235.152832
	Iteration 31Q: 3 clusters Score -2.8813e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260815 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -28813002.000000 Penalty: 6235.152832
	Iteration 32Q: 3 clusters Score -2.8813e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261227 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -28813024.000000 Penalty: 6235.152832
	Iteration 33Q: 3 clusters Score -2.881302e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261651 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -28813004.000000 Penalty: 6235.152832
	Iteration 34Q: 3 clusters Score -2.8813e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262039 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -28813020.000000 Penalty: 6235.152832
	Iteration 35Q: 3 clusters Score -2.881302e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262447 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -28813006.000000 Penalty: 6235.152832
	Iteration 36Q: 3 clusters Score -2.881301e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262832 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -28813034.000000 Penalty: 6235.152832
	Iteration 37Q: 3 clusters Score -2.881303e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263243 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -28813072.000000 Penalty: 6235.152832
	Iteration 38Q: 3 clusters Score -2.881307e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263663 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -28813090.000000 Penalty: 6235.152832
	Iteration 39Q: 3 clusters Score -2.881309e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264078 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -28813060.000000 Penalty: 6235.152832
	Iteration 40F: 3 clusters Score -2.881306e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264507 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -28813158.000000 Penalty: 6235.152832
	Iteration 41Q: 3 clusters Score -2.881316e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264915 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -28813204.000000 Penalty: 6235.152832
	Iteration 42Q: 3 clusters Score -2.88132e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265313 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -28813230.000000 Penalty: 6235.152832
	Iteration 43Q: 3 clusters Score -2.881323e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265709 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -28813338.000000 Penalty: 6235.152832
	Iteration 44Q: 3 clusters Score -2.881334e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266084 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -28813366.000000 Penalty: 6235.152832
	Iteration 45Q: 3 clusters Score -2.881337e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266433 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -28813472.000000 Penalty: 6235.152832
	Iteration 46Q: 3 clusters Score -2.881347e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266763 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -28813502.000000 Penalty: 6235.152832
	Iteration 47Q: 3 clusters Score -2.88135e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267086 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -28813496.000000 Penalty: 6235.152832
	Iteration 48Q: 3 clusters Score -2.88135e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267413 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -28813494.000000 Penalty: 6235.152832
	Iteration 49Q: 3 clusters Score -2.881349e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267740 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -28813628.000000 Penalty: 6235.152832
	Iteration 50Q: 3 clusters Score -2.881363e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268056 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -28813676.000000 Penalty: 6235.152832
	Iteration 51Q: 3 clusters Score -2.881368e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268387 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -28813746.000000 Penalty: 6235.152832
	Iteration 52Q: 3 clusters Score -2.881375e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268698 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -28813816.000000 Penalty: 6235.152832
	Iteration 53Q: 3 clusters Score -2.881382e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269038 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -28813848.000000 Penalty: 6235.152832
	Iteration 54Q: 3 clusters Score -2.881385e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269361 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -28813848.000000 Penalty: 6235.152832
	Iteration 55Q: 3 clusters Score -2.881385e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269706 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -28813860.000000 Penalty: 6235.152832
	Iteration 56Q: 3 clusters Score -2.881386e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270052 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -28813838.000000 Penalty: 6235.152832
	Iteration 57Q: 3 clusters Score -2.881384e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270391 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -28813844.000000 Penalty: 6235.152832
	Iteration 58Q: 3 clusters Score -2.881384e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270730 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -28813916.000000 Penalty: 6235.152832
	Iteration 59Q: 3 clusters Score -2.881392e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271037 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -28813844.000000 Penalty: 6235.152832
	Iteration 60F: 3 clusters Score -2.881384e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271339 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -28813868.000000 Penalty: 6235.152832
	Iteration 61Q: 3 clusters Score -2.881387e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271594 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -28813866.000000 Penalty: 6235.152832
	Iteration 62Q: 3 clusters Score -2.881387e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271855 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -28813908.000000 Penalty: 6235.152832
	Iteration 63Q: 3 clusters Score -2.881391e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272147 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -28814006.000000 Penalty: 6235.152832
	Iteration 64Q: 3 clusters Score -2.881401e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272421 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -28813994.000000 Penalty: 6235.152832
	Iteration 65Q: 3 clusters Score -2.881399e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272693 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -28814048.000000 Penalty: 6235.152832
	Iteration 66Q: 3 clusters Score -2.881405e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272970 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -28814116.000000 Penalty: 6235.152832
	Iteration 67Q: 3 clusters Score -2.881412e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273265 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -28814202.000000 Penalty: 6235.152832
	Iteration 68Q: 3 clusters Score -2.88142e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273545 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -28814264.000000 Penalty: 6235.152832
	Iteration 69Q: 3 clusters Score -2.881426e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273792 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -28814280.000000 Penalty: 6235.152832
	Iteration 70Q: 3 clusters Score -2.881428e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274003 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -28814336.000000 Penalty: 6235.152832
	Iteration 71Q: 3 clusters Score -2.881434e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274201 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -28814372.000000 Penalty: 6235.152832
	Iteration 72Q: 3 clusters Score -2.881437e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274381 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -28814424.000000 Penalty: 6235.152832
	Iteration 73Q: 3 clusters Score -2.881442e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274583 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -28814422.000000 Penalty: 6235.152832
	Iteration 74Q: 3 clusters Score -2.881442e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274776 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -28814484.000000 Penalty: 6235.152832
	Iteration 75Q: 3 clusters Score -2.881448e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274966 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -28814490.000000 Penalty: 6235.152832
	Iteration 76Q: 3 clusters Score -2.881449e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275125 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -28814514.000000 Penalty: 6235.152832
	Iteration 77Q: 3 clusters Score -2.881451e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275289 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -28814540.000000 Penalty: 6235.152832
	Iteration 78Q: 3 clusters Score -2.881454e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275449 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -28814596.000000 Penalty: 6235.152832
	Iteration 79Q: 3 clusters Score -2.88146e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275602 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -28814644.000000 Penalty: 6235.152832
	Iteration 80F: 3 clusters Score -2.881464e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275751 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -28814672.000000 Penalty: 6235.152832
	Iteration 81Q: 3 clusters Score -2.881467e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275884 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -28814758.000000 Penalty: 6235.152832
	Iteration 82Q: 3 clusters Score -2.881476e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276019 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -28814800.000000 Penalty: 6235.152832
	Iteration 83Q: 3 clusters Score -2.88148e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276142 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -28814812.000000 Penalty: 6235.152832
	Iteration 84Q: 3 clusters Score -2.881481e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276254 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -28814812.000000 Penalty: 6235.152832
	Iteration 85Q: 3 clusters Score -2.881481e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276352 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -28814874.000000 Penalty: 6235.152832
	Iteration 86Q: 3 clusters Score -2.881487e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276450 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -28814914.000000 Penalty: 6235.152832
	Iteration 87Q: 3 clusters Score -2.881491e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276547 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -28814940.000000 Penalty: 6235.152832
	Iteration 88Q: 3 clusters Score -2.881494e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276648 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -28814936.000000 Penalty: 6235.152832
	Iteration 89Q: 3 clusters Score -2.881494e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276751 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -28814956.000000 Penalty: 6235.152832
	Iteration 90Q: 3 clusters Score -2.881496e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276843 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -28814970.000000 Penalty: 6235.152832
	Iteration 91Q: 3 clusters Score -2.881497e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276926 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -28814966.000000 Penalty: 6235.152832
	Iteration 92Q: 3 clusters Score -2.881497e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277010 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -28814946.000000 Penalty: 6235.152832
	Iteration 93Q: 3 clusters Score -2.881495e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277073 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -28814954.000000 Penalty: 6235.152832
	Iteration 94Q: 3 clusters Score -2.881495e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277140 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -28814940.000000 Penalty: 6235.152832
	Iteration 95Q: 3 clusters Score -2.881494e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277201 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -28814984.000000 Penalty: 6235.152832
	Iteration 96Q: 3 clusters Score -2.881498e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277262 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -28814972.000000 Penalty: 6235.152832
	Iteration 97Q: 3 clusters Score -2.881497e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277319 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -28814964.000000 Penalty: 6235.152832
	Iteration 98Q: 3 clusters Score -2.881496e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277386 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -28814950.000000 Penalty: 6235.152832
	Iteration 99Q: 3 clusters Score -2.881495e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277440 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -28814992.000000 Penalty: 6235.152832
	Iteration 100F: 3 clusters Score -2.881499e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277512 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -28814990.000000 Penalty: 6235.152832
	Iteration 101Q: 3 clusters Score -2.881499e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277581 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -28814984.000000 Penalty: 6235.152832
	Iteration 102Q: 3 clusters Score -2.881498e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277645 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -28814992.000000 Penalty: 6235.152832
	Iteration 103Q: 3 clusters Score -2.881499e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277701 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -28814966.000000 Penalty: 6235.152832
	Iteration 104Q: 3 clusters Score -2.881497e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277778 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -28815022.000000 Penalty: 6235.152832
	Iteration 105Q: 3 clusters Score -2.881502e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277852 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -28814988.000000 Penalty: 6235.152832
	Iteration 106Q: 3 clusters Score -2.881499e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277922 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -28815038.000000 Penalty: 6235.152832
	Iteration 107Q: 3 clusters Score -2.881504e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277986 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -28815056.000000 Penalty: 6235.152832
	Iteration 108Q: 3 clusters Score -2.881506e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278034 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -28815052.000000 Penalty: 6235.152832
	Iteration 109Q: 3 clusters Score -2.881505e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278080 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -28815012.000000 Penalty: 6235.152832
	Iteration 110Q: 3 clusters Score -2.881501e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278120 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -28815008.000000 Penalty: 6235.152832
	Iteration 111Q: 3 clusters Score -2.881501e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278149 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -28815048.000000 Penalty: 6235.152832
	Iteration 112Q: 3 clusters Score -2.881505e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278184 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -28815050.000000 Penalty: 6235.152832
	Iteration 113Q: 3 clusters Score -2.881505e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278224 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -28815092.000000 Penalty: 6235.152832
	Iteration 114Q: 3 clusters Score -2.881509e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278258 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -28815068.000000 Penalty: 6235.152832
	Iteration 115Q: 3 clusters Score -2.881507e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278307 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -28815080.000000 Penalty: 6235.152832
	Iteration 116Q: 3 clusters Score -2.881508e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278355 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -28815110.000000 Penalty: 6235.152832
	Iteration 117Q: 3 clusters Score -2.881511e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278405 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -28815182.000000 Penalty: 6235.152832
	Iteration 118Q: 3 clusters Score -2.881518e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278458 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -28815190.000000 Penalty: 6235.152832
	Iteration 119Q: 3 clusters Score -2.881519e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278516 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -28815224.000000 Penalty: 6235.152832
	Iteration 120F: 3 clusters Score -2.881522e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278563 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -28815286.000000 Penalty: 6235.152832
	Iteration 121Q: 3 clusters Score -2.881529e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278599 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -28815254.000000 Penalty: 6235.152832
	Iteration 122Q: 3 clusters Score -2.881525e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278628 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -28815240.000000 Penalty: 6235.152832
	Iteration 123Q: 3 clusters Score -2.881524e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278657 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -28815234.000000 Penalty: 6235.152832
	Iteration 124Q: 3 clusters Score -2.881523e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278684 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -28815226.000000 Penalty: 6235.152832
	Iteration 125Q: 3 clusters Score -2.881523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278708 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -28815230.000000 Penalty: 6235.152832
	Iteration 126Q: 3 clusters Score -2.881523e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278729 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -28815188.000000 Penalty: 6235.152832
	Iteration 127Q: 3 clusters Score -2.881519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278745 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -28815206.000000 Penalty: 6235.152832
	Iteration 128Q: 3 clusters Score -2.881521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278760 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -28815228.000000 Penalty: 6235.152832
	Iteration 129Q: 3 clusters Score -2.881523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278775 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -28815190.000000 Penalty: 6235.152832
	Iteration 130Q: 3 clusters Score -2.881519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278791 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -28815202.000000 Penalty: 6235.152832
	Iteration 131Q: 3 clusters Score -2.88152e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278812 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -28815200.000000 Penalty: 6235.152832
	Iteration 132Q: 3 clusters Score -2.88152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278829 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -28815212.000000 Penalty: 6235.152832
	Iteration 133Q: 3 clusters Score -2.881521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278846 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -28815196.000000 Penalty: 6235.152832
	Iteration 134Q: 3 clusters Score -2.88152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278860 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -28815196.000000 Penalty: 6235.152832
	Iteration 135Q: 3 clusters Score -2.88152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278874 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -28815210.000000 Penalty: 6235.152832
	Iteration 136Q: 3 clusters Score -2.881521e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278888 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -28815232.000000 Penalty: 6235.152832
	Iteration 137Q: 3 clusters Score -2.881523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278903 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -28815228.000000 Penalty: 6235.152832
	Iteration 138Q: 3 clusters Score -2.881523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278919 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -28815262.000000 Penalty: 6235.152832
	Iteration 139Q: 3 clusters Score -2.881526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278930 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -28815266.000000 Penalty: 6235.152832
	Iteration 140F: 3 clusters Score -2.881527e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278947 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -28815294.000000 Penalty: 6235.152832
	Iteration 141Q: 3 clusters Score -2.881529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278958 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -28815308.000000 Penalty: 6235.152832
	Iteration 142Q: 3 clusters Score -2.881531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278971 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -28815308.000000 Penalty: 6235.152832
	Iteration 143Q: 3 clusters Score -2.881531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278986 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -28815304.000000 Penalty: 6235.152832
	Iteration 144Q: 3 clusters Score -2.88153e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279011 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -28815304.000000 Penalty: 6235.152832
	Iteration 145Q: 3 clusters Score -2.88153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279032 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -28815308.000000 Penalty: 6235.152832
	Iteration 146Q: 3 clusters Score -2.881531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279051 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -28815286.000000 Penalty: 6235.152832
	Iteration 147Q: 3 clusters Score -2.881529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279072 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -28815278.000000 Penalty: 6235.152832
	Iteration 148Q: 3 clusters Score -2.881528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279090 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -28815290.000000 Penalty: 6235.152832
	Iteration 149Q: 3 clusters Score -2.881529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279111 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -28815276.000000 Penalty: 6235.152832
	Iteration 150Q: 3 clusters Score -2.881528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279129 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -28815298.000000 Penalty: 6235.152832
	Iteration 151Q: 3 clusters Score -2.88153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279147 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -28815282.000000 Penalty: 6235.152832
	Iteration 152Q: 3 clusters Score -2.881528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279164 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -28815298.000000 Penalty: 6235.152832
	Iteration 153Q: 3 clusters Score -2.88153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279179 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -28815296.000000 Penalty: 6235.152832
	Iteration 154Q: 3 clusters Score -2.88153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279192 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -28815286.000000 Penalty: 6235.152832
	Iteration 155Q: 3 clusters Score -2.881529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279201 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -28815272.000000 Penalty: 6235.152832
	Iteration 156Q: 3 clusters Score -2.881527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279211 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -28815288.000000 Penalty: 6235.152832
	Iteration 157Q: 3 clusters Score -2.881529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279219 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -28815284.000000 Penalty: 6235.152832
	Iteration 158Q: 3 clusters Score -2.881528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279223 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -28815270.000000 Penalty: 6235.152832
	Iteration 159Q: 3 clusters Score -2.881527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279231 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -28815286.000000 Penalty: 6235.152832
	Iteration 160F: 3 clusters Score -2.881529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279235 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -28815302.000000 Penalty: 6235.152832
	Iteration 161Q: 3 clusters Score -2.88153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279240 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -28815306.000000 Penalty: 6235.152832
	Iteration 162Q: 3 clusters Score -2.881531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279243 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -28815308.000000 Penalty: 6235.152832
	Iteration 163Q: 3 clusters Score -2.881531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279246 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -28815310.000000 Penalty: 6235.152832
	Iteration 164Q: 3 clusters Score -2.881531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279252 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -28815304.000000 Penalty: 6235.152832
	Iteration 165Q: 3 clusters Score -2.88153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279257 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -28815302.000000 Penalty: 6235.152832
	Iteration 166Q: 3 clusters Score -2.88153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279262 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -28815306.000000 Penalty: 6235.152832
	Iteration 167Q: 3 clusters Score -2.881531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279264 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -28815302.000000 Penalty: 6235.152832
	Iteration 168Q: 3 clusters Score -2.88153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279265 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -28815308.000000 Penalty: 6235.152832
	Iteration 169Q: 3 clusters Score -2.881531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279266 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -28815310.000000 Penalty: 6235.152832
	Iteration 170Q: 3 clusters Score -2.881531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279266 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -28815310.000000 Penalty: 6235.152832
	Iteration 171F: 3 clusters Score -2.881531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Entering Unmasked Estep 
Score: -1530451.125000 Penalty: 2398.107422
	Iteration 0F: 2 clusters Score -1530451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1518985.000000 Penalty: 4796.214844
	Iteration 0F: 3 clusters Score -1518985 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1522760.375000 Penalty: 4796.214844
	Iteration 1F: 3 clusters Score -1522760 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1523205.625000 Penalty: 4796.214844
	Iteration 2F: 3 clusters Score -1523206 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1523565.125000 Penalty: 4796.214844
	Iteration 3F: 3 clusters Score -1523565 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1523899.750000 Penalty: 4796.214844
	Iteration 4Q: 3 clusters Score -1523900 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1524262.750000 Penalty: 4796.214844
	Iteration 5Q: 3 clusters Score -1524263 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1524602.500000 Penalty: 4796.214844
	Iteration 6Q: 3 clusters Score -1524602 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1525020.250000 Penalty: 4796.214844
	Iteration 7Q: 3 clusters Score -1525020 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1525529.750000 Penalty: 4796.214844
	Iteration 8Q: 3 clusters Score -1525530 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1526142.500000 Penalty: 4796.214844
	Iteration 9Q: 3 clusters Score -1526142 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1526797.125000 Penalty: 4796.214844
	Iteration 10Q: 3 clusters Score -1526797 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1527473.500000 Penalty: 4796.214844
	Iteration 11Q: 3 clusters Score -1527474 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1528030.125000 Penalty: 4796.214844
	Iteration 12Q: 3 clusters Score -1528030 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1528444.000000 Penalty: 4796.214844
	Iteration 13Q: 3 clusters Score -1528444 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1528761.250000 Penalty: 4796.214844
	Iteration 14Q: 3 clusters Score -1528761 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1528999.375000 Penalty: 4796.214844
	Iteration 15Q: 3 clusters Score -1528999 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1529179.250000 Penalty: 4796.214844
	Iteration 16Q: 3 clusters Score -1529179 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1529303.875000 Penalty: 4796.214844
	Iteration 17Q: 3 clusters Score -1529304 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1529401.375000 Penalty: 4796.214844
	Iteration 18Q: 3 clusters Score -1529401 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1529479.750000 Penalty: 4796.214844
	Iteration 19Q: 3 clusters Score -1529480 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1529562.875000 Penalty: 4796.214844
	Iteration 20F: 3 clusters Score -1529563 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1529643.750000 Penalty: 4796.214844
	Iteration 21Q: 3 clusters Score -1529644 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1529728.875000 Penalty: 4796.214844
	Iteration 22Q: 3 clusters Score -1529729 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1529837.750000 Penalty: 4796.214844
	Iteration 23Q: 3 clusters Score -1529838 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1529971.875000 Penalty: 4796.214844
	Iteration 24Q: 3 clusters Score -1529972 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1530064.250000 Penalty: 4796.214844
	Iteration 25Q: 3 clusters Score -1530064 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1530154.625000 Penalty: 4796.214844
	Iteration 26Q: 3 clusters Score -1530155 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1530220.875000 Penalty: 4796.214844
	Iteration 27Q: 3 clusters Score -1530221 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1530260.250000 Penalty: 4796.214844
	Iteration 28Q: 3 clusters Score -1530260 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1530279.625000 Penalty: 4796.214844
	Iteration 29Q: 3 clusters Score -1530280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1530292.750000 Penalty: 4796.214844
	Iteration 30Q: 3 clusters Score -1530293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1530305.125000 Penalty: 4796.214844
	Iteration 31Q: 3 clusters Score -1530305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1530306.500000 Penalty: 4796.214844
	Iteration 32Q: 3 clusters Score -1530306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1530314.250000 Penalty: 4796.214844
	Iteration 33Q: 3 clusters Score -1530314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1530319.500000 Penalty: 4796.214844
	Iteration 34Q: 3 clusters Score -1530320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1530318.250000 Penalty: 4796.214844
	Iteration 35Q: 3 clusters Score -1530318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1530316.375000 Penalty: 4796.214844
	Iteration 36Q: 3 clusters Score -1530316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1530319.000000 Penalty: 4796.214844
	Iteration 37Q: 3 clusters Score -1530319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1530316.750000 Penalty: 4796.214844
	Iteration 38Q: 3 clusters Score -1530317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1530318.250000 Penalty: 4796.214844
	Iteration 39Q: 3 clusters Score -1530318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1530322.875000 Penalty: 4796.214844
	Iteration 40F: 3 clusters Score -1530323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Entering Unmasked Estep 
Score: -1587254.875000 Penalty: 2405.758057
	Iteration 0F: 2 clusters Score -1587255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1575588.875000 Penalty: 4811.516113
	Iteration 0F: 3 clusters Score -1575589 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1579610.875000 Penalty: 4811.516113
	Iteration 1F: 3 clusters Score -1579611 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1580552.500000 Penalty: 4811.516113
	Iteration 2F: 3 clusters Score -1580552 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1581603.500000 Penalty: 4811.516113
	Iteration 3F: 3 clusters Score -1581604 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1582784.625000 Penalty: 4811.516113
	Iteration 4F: 3 clusters Score -1582785 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1583921.250000 Penalty: 4811.516113
	Iteration 5F: 3 clusters Score -1583921 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1584888.000000 Penalty: 4811.516113
	Iteration 6F: 3 clusters Score -1584888 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1585547.375000 Penalty: 4811.516113
	Iteration 7F: 3 clusters Score -1585547 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1586001.500000 Penalty: 4811.516113
	Iteration 8Q: 3 clusters Score -1586002 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1586333.375000 Penalty: 4811.516113
	Iteration 9Q: 3 clusters Score -1586333 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1586598.875000 Penalty: 4811.516113
	Iteration 10Q: 3 clusters Score -1586599 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1586775.500000 Penalty: 4811.516113
	Iteration 11Q: 3 clusters Score -1586776 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1586903.500000 Penalty: 4811.516113
	Iteration 12Q: 3 clusters Score -1586904 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1586996.000000 Penalty: 4811.516113
	Iteration 13Q: 3 clusters Score -1586996 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1587072.375000 Penalty: 4811.516113
	Iteration 14Q: 3 clusters Score -1587072 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1587112.375000 Penalty: 4811.516113
	Iteration 15Q: 3 clusters Score -1587112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1587136.625000 Penalty: 4811.516113
	Iteration 16Q: 3 clusters Score -1587137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1587147.750000 Penalty: 4811.516113
	Iteration 17Q: 3 clusters Score -1587148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1587152.750000 Penalty: 4811.516113
	Iteration 18Q: 3 clusters Score -1587153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1587157.875000 Penalty: 4811.516113
	Iteration 19Q: 3 clusters Score -1587158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1587161.250000 Penalty: 4811.516113
	Iteration 20F: 3 clusters Score -1587161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1587163.750000 Penalty: 4811.516113
	Iteration 21Q: 3 clusters Score -1587164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1587173.250000 Penalty: 4811.516113
	Iteration 22Q: 3 clusters Score -1587173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1587174.375000 Penalty: 4811.516113
	Iteration 23Q: 3 clusters Score -1587174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1587174.750000 Penalty: 4811.516113
	Iteration 24Q: 3 clusters Score -1587175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1587173.125000 Penalty: 4811.516113
	Iteration 25Q: 3 clusters Score -1587173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1587175.625000 Penalty: 4811.516113
	Iteration 26Q: 3 clusters Score -1587176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1587175.125000 Penalty: 4811.516113
	Iteration 27Q: 3 clusters Score -1587175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1587177.375000 Penalty: 4811.516113
	Iteration 28Q: 3 clusters Score -1587177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1587178.500000 Penalty: 4811.516113
	Iteration 29Q: 3 clusters Score -1587178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1587177.625000 Penalty: 4811.516113
	Iteration 30Q: 3 clusters Score -1587178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1587179.625000 Penalty: 4811.516113
	Iteration 31Q: 3 clusters Score -1587180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1587179.500000 Penalty: 4811.516113
	Iteration 32Q: 3 clusters Score -1587180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1587178.625000 Penalty: 4811.516113
	Iteration 33Q: 3 clusters Score -1587179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1587178.625000 Penalty: 4811.516113
	Iteration 34F: 3 clusters Score -1587179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Entering Unmasked Estep 
Score: -900274.062500 Penalty: 2257.566162
	Iteration 0F: 2 clusters Score -900274.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -893224.562500 Penalty: 4515.132324
	Iteration 0F: 3 clusters Score -893224.6 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -895197.562500 Penalty: 4515.132324
	Iteration 1F: 3 clusters Score -895197.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -895464.687500 Penalty: 4515.132324
	Iteration 2F: 3 clusters Score -895464.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -895622.375000 Penalty: 4515.132324
	Iteration 3Q: 3 clusters Score -895622.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -895749.000000 Penalty: 4515.132324
	Iteration 4Q: 3 clusters Score -895749 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -895857.875000 Penalty: 4515.132324
	Iteration 5Q: 3 clusters Score -895857.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -895952.187500 Penalty: 4515.132324
	Iteration 6Q: 3 clusters Score -895952.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -896029.562500 Penalty: 4515.132324
	Iteration 7Q: 3 clusters Score -896029.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -896107.687500 Penalty: 4515.132324
	Iteration 8Q: 3 clusters Score -896107.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -896207.437500 Penalty: 4515.132324
	Iteration 9Q: 3 clusters Score -896207.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -896316.250000 Penalty: 4515.132324
	Iteration 10Q: 3 clusters Score -896316.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -896432.687500 Penalty: 4515.132324
	Iteration 11Q: 3 clusters Score -896432.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -896542.812500 Penalty: 4515.132324
	Iteration 12Q: 3 clusters Score -896542.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -896650.250000 Penalty: 4515.132324
	Iteration 13Q: 3 clusters Score -896650.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -896743.375000 Penalty: 4515.132324
	Iteration 14Q: 3 clusters Score -896743.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -896852.875000 Penalty: 4515.132324
	Iteration 15Q: 3 clusters Score -896852.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -896970.125000 Penalty: 4515.132324
	Iteration 16Q: 3 clusters Score -896970.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -897103.437500 Penalty: 4515.132324
	Iteration 17Q: 3 clusters Score -897103.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -897229.500000 Penalty: 4515.132324
	Iteration 18Q: 3 clusters Score -897229.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -897349.500000 Penalty: 4515.132324
	Iteration 19Q: 3 clusters Score -897349.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -897471.812500 Penalty: 4515.132324
	Iteration 20F: 3 clusters Score -897471.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -897589.312500 Penalty: 4515.132324
	Iteration 21Q: 3 clusters Score -897589.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -897703.812500 Penalty: 4515.132324
	Iteration 22Q: 3 clusters Score -897703.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -897817.875000 Penalty: 4515.132324
	Iteration 23Q: 3 clusters Score -897817.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -897920.125000 Penalty: 4515.132324
	Iteration 24Q: 3 clusters Score -897920.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -898010.312500 Penalty: 4515.132324
	Iteration 25Q: 3 clusters Score -898010.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -898102.312500 Penalty: 4515.132324
	Iteration 26Q: 3 clusters Score -898102.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -898170.437500 Penalty: 4515.132324
	Iteration 27Q: 3 clusters Score -898170.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -898234.937500 Penalty: 4515.132324
	Iteration 28Q: 3 clusters Score -898234.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -898297.375000 Penalty: 4515.132324
	Iteration 29Q: 3 clusters Score -898297.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -898352.750000 Penalty: 4515.132324
	Iteration 30Q: 3 clusters Score -898352.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -898395.687500 Penalty: 4515.132324
	Iteration 31Q: 3 clusters Score -898395.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -898430.875000 Penalty: 4515.132324
	Iteration 32Q: 3 clusters Score -898430.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -898455.750000 Penalty: 4515.132324
	Iteration 33Q: 3 clusters Score -898455.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -898473.937500 Penalty: 4515.132324
	Iteration 34Q: 3 clusters Score -898473.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -898488.812500 Penalty: 4515.132324
	Iteration 35Q: 3 clusters Score -898488.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -898494.062500 Penalty: 4515.132324
	Iteration 36Q: 3 clusters Score -898494.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -898493.375000 Penalty: 4515.132324
	Iteration 37Q: 3 clusters Score -898493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -898496.375000 Penalty: 4515.132324
	Iteration 38Q: 3 clusters Score -898496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -898500.437500 Penalty: 4515.132324
	Iteration 39Q: 3 clusters Score -898500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -898501.687500 Penalty: 4515.132324
	Iteration 40F: 3 clusters Score -898501.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -898501.562500 Penalty: 4515.132324
	Iteration 41Q: 3 clusters Score -898501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -898502.812500 Penalty: 4515.132324
	Iteration 42Q: 3 clusters Score -898502.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -898505.937500 Penalty: 4515.132324
	Iteration 43Q: 3 clusters Score -898505.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -898509.500000 Penalty: 4515.132324
	Iteration 44Q: 3 clusters Score -898509.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -898512.000000 Penalty: 4515.132324
	Iteration 45Q: 3 clusters Score -898512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -898513.562500 Penalty: 4515.132324
	Iteration 46Q: 3 clusters Score -898513.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -898517.750000 Penalty: 4515.132324
	Iteration 47Q: 3 clusters Score -898517.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -898520.687500 Penalty: 4515.132324
	Iteration 48Q: 3 clusters Score -898520.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -898523.500000 Penalty: 4515.132324
	Iteration 49Q: 3 clusters Score -898523.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -898529.250000 Penalty: 4515.132324
	Iteration 50Q: 3 clusters Score -898529.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -898542.687500 Penalty: 4515.132324
	Iteration 51Q: 3 clusters Score -898542.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -898552.500000 Penalty: 4515.132324
	Iteration 52Q: 3 clusters Score -898552.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -898557.562500 Penalty: 4515.132324
	Iteration 53Q: 3 clusters Score -898557.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -898562.875000 Penalty: 4515.132324
	Iteration 54Q: 3 clusters Score -898562.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -898564.125000 Penalty: 4515.132324
	Iteration 55Q: 3 clusters Score -898564.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -898565.375000 Penalty: 4515.132324
	Iteration 56Q: 3 clusters Score -898565.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -898568.375000 Penalty: 4515.132324
	Iteration 57Q: 3 clusters Score -898568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -898568.937500 Penalty: 4515.132324
	Iteration 58Q: 3 clusters Score -898568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -898568.937500 Penalty: 4515.132324
	Iteration 59F: 3 clusters Score -898568.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67219 members 
Entering Unmasked Estep 
Score: -6743078.000000 Penalty: 2756.696289
	Iteration 0F: 2 clusters Score -6743078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -6698128.000000 Penalty: 5513.392578
	Iteration 0F: 3 clusters Score -6698128 nChanged 31358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -6715770.500000 Penalty: 5513.392578
	Iteration 1F: 3 clusters Score -6715770 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -6716519.000000 Penalty: 5513.392578
	Iteration 2Q: 3 clusters Score -6716519 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -6717309.500000 Penalty: 5513.392578
	Iteration 3Q: 3 clusters Score -6717310 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -6718392.500000 Penalty: 5513.392578
	Iteration 4Q: 3 clusters Score -6718392 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -6719900.500000 Penalty: 5513.392578
	Iteration 5Q: 3 clusters Score -6719900 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -6722107.000000 Penalty: 5513.392578
	Iteration 6F: 3 clusters Score -6722107 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -6725192.000000 Penalty: 5513.392578
	Iteration 7F: 3 clusters Score -6725192 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -6728920.000000 Penalty: 5513.392578
	Iteration 8F: 3 clusters Score -6728920 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -6732908.500000 Penalty: 5513.392578
	Iteration 9F: 3 clusters Score -6732908 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -6736137.000000 Penalty: 5513.392578
	Iteration 10F: 3 clusters Score -6736137 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -6738301.000000 Penalty: 5513.392578
	Iteration 11Q: 3 clusters Score -6738301 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6739505.500000 Penalty: 5513.392578
	Iteration 12Q: 3 clusters Score -6739506 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66282 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6740095.000000 Penalty: 5513.392578
	Iteration 13Q: 3 clusters Score -6740095 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6740337.000000 Penalty: 5513.392578
	Iteration 14Q: 3 clusters Score -6740337 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6740448.000000 Penalty: 5513.392578
	Iteration 15Q: 3 clusters Score -6740448 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6740527.500000 Penalty: 5513.392578
	Iteration 16Q: 3 clusters Score -6740528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6740590.500000 Penalty: 5513.392578
	Iteration 17Q: 3 clusters Score -6740590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6740618.500000 Penalty: 5513.392578
	Iteration 18Q: 3 clusters Score -6740618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6740659.000000 Penalty: 5513.392578
	Iteration 19Q: 3 clusters Score -6740659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66784 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6740682.500000 Penalty: 5513.392578
	Iteration 20F: 3 clusters Score -6740682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6740696.500000 Penalty: 5513.392578
	Iteration 21Q: 3 clusters Score -6740696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6740722.500000 Penalty: 5513.392578
	Iteration 22Q: 3 clusters Score -6740722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6740727.000000 Penalty: 5513.392578
	Iteration 23Q: 3 clusters Score -6740727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6740735.000000 Penalty: 5513.392578
	Iteration 24Q: 3 clusters Score -6740735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66790 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6740739.500000 Penalty: 5513.392578
	Iteration 25Q: 3 clusters Score -6740740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6740752.000000 Penalty: 5513.392578
	Iteration 26Q: 3 clusters Score -6740752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6740760.000000 Penalty: 5513.392578
	Iteration 27Q: 3 clusters Score -6740760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66799 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6740767.500000 Penalty: 5513.392578
	Iteration 28Q: 3 clusters Score -6740768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66806 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6740776.500000 Penalty: 5513.392578
	Iteration 29Q: 3 clusters Score -6740776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6740780.000000 Penalty: 5513.392578
	Iteration 30Q: 3 clusters Score -6740780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66814 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6740786.500000 Penalty: 5513.392578
	Iteration 31Q: 3 clusters Score -6740786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6740796.000000 Penalty: 5513.392578
	Iteration 32Q: 3 clusters Score -6740796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66818 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6740795.500000 Penalty: 5513.392578
	Iteration 33Q: 3 clusters Score -6740796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6740798.000000 Penalty: 5513.392578
	Iteration 34Q: 3 clusters Score -6740798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6740807.500000 Penalty: 5513.392578
	Iteration 35Q: 3 clusters Score -6740808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6740820.000000 Penalty: 5513.392578
	Iteration 36Q: 3 clusters Score -6740820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6740833.500000 Penalty: 5513.392578
	Iteration 37Q: 3 clusters Score -6740834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66828 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6740844.000000 Penalty: 5513.392578
	Iteration 38Q: 3 clusters Score -6740844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6740844.500000 Penalty: 5513.392578
	Iteration 39Q: 3 clusters Score -6740844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6740853.500000 Penalty: 5513.392578
	Iteration 40F: 3 clusters Score -6740854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6740857.500000 Penalty: 5513.392578
	Iteration 41Q: 3 clusters Score -6740858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6740857.000000 Penalty: 5513.392578
	Iteration 42Q: 3 clusters Score -6740857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6740857.000000 Penalty: 5513.392578
	Iteration 43F: 3 clusters Score -6740857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Entering Unmasked Estep 
Score: -4228689.000000 Penalty: 2645.028564
	Iteration 0F: 2 clusters Score -4228689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4199629.000000 Penalty: 5290.057129
	Iteration 0F: 3 clusters Score -4199629 nChanged 19747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -4210466.500000 Penalty: 5290.057129
	Iteration 1F: 3 clusters Score -4210466 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -4211016.500000 Penalty: 5290.057129
	Iteration 2Q: 3 clusters Score -4211016 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -4211623.000000 Penalty: 5290.057129
	Iteration 3Q: 3 clusters Score -4211623 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -4212363.500000 Penalty: 5290.057129
	Iteration 4Q: 3 clusters Score -4212364 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4213446.500000 Penalty: 5290.057129
	Iteration 5F: 3 clusters Score -4213446 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -4215132.000000 Penalty: 5290.057129
	Iteration 6F: 3 clusters Score -4215132 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -4217270.500000 Penalty: 5290.057129
	Iteration 7F: 3 clusters Score -4217270 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -4219627.000000 Penalty: 5290.057129
	Iteration 8F: 3 clusters Score -4219627 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -4221816.000000 Penalty: 5290.057129
	Iteration 9F: 3 clusters Score -4221816 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -4223579.500000 Penalty: 5290.057129
	Iteration 10Q: 3 clusters Score -4223580 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -4224965.500000 Penalty: 5290.057129
	Iteration 11Q: 3 clusters Score -4224966 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -4225867.500000 Penalty: 5290.057129
	Iteration 12Q: 3 clusters Score -4225868 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4226427.000000 Penalty: 5290.057129
	Iteration 13Q: 3 clusters Score -4226427 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4226761.000000 Penalty: 5290.057129
	Iteration 14Q: 3 clusters Score -4226761 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4226980.000000 Penalty: 5290.057129
	Iteration 15Q: 3 clusters Score -4226980 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4227175.000000 Penalty: 5290.057129
	Iteration 16Q: 3 clusters Score -4227175 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4227297.000000 Penalty: 5290.057129
	Iteration 17Q: 3 clusters Score -4227297 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4227371.000000 Penalty: 5290.057129
	Iteration 18Q: 3 clusters Score -4227371 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4227409.500000 Penalty: 5290.057129
	Iteration 19Q: 3 clusters Score -4227410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4227452.000000 Penalty: 5290.057129
	Iteration 20F: 3 clusters Score -4227452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4227476.000000 Penalty: 5290.057129
	Iteration 21Q: 3 clusters Score -4227476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4227495.000000 Penalty: 5290.057129
	Iteration 22Q: 3 clusters Score -4227495 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4227501.000000 Penalty: 5290.057129
	Iteration 23Q: 3 clusters Score -4227501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4227513.500000 Penalty: 5290.057129
	Iteration 24Q: 3 clusters Score -4227514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4227526.500000 Penalty: 5290.057129
	Iteration 25Q: 3 clusters Score -4227526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4227527.500000 Penalty: 5290.057129
	Iteration 26Q: 3 clusters Score -4227528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4227539.000000 Penalty: 5290.057129
	Iteration 27Q: 3 clusters Score -4227539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4227545.500000 Penalty: 5290.057129
	Iteration 28Q: 3 clusters Score -4227546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4227542.500000 Penalty: 5290.057129
	Iteration 29Q: 3 clusters Score -4227542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4227544.000000 Penalty: 5290.057129
	Iteration 30Q: 3 clusters Score -4227544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4227543.500000 Penalty: 5290.057129
	Iteration 31Q: 3 clusters Score -4227544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4227542.000000 Penalty: 5290.057129
	Iteration 32Q: 3 clusters Score -4227542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4227545.500000 Penalty: 5290.057129
	Iteration 33Q: 3 clusters Score -4227546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4227548.500000 Penalty: 5290.057129
	Iteration 34Q: 3 clusters Score -4227548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4227548.000000 Penalty: 5290.057129
	Iteration 35Q: 3 clusters Score -4227548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4227543.500000 Penalty: 5290.057129
	Iteration 36Q: 3 clusters Score -4227544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4227543.500000 Penalty: 5290.057129
	Iteration 37Q: 3 clusters Score -4227544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4227548.000000 Penalty: 5290.057129
	Iteration 38Q: 3 clusters Score -4227548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4227551.000000 Penalty: 5290.057129
	Iteration 39Q: 3 clusters Score -4227551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4227551.000000 Penalty: 5290.057129
	Iteration 40F: 3 clusters Score -4227551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -149489.890625 Penalty: 1824.040527
	Iteration 0F: 2 clusters Score -149489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -147144.140625 Penalty: 3648.081055
	Iteration 0F: 3 clusters Score -147144.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -147542.171875 Penalty: 3648.081055
	Iteration 1F: 3 clusters Score -147542.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -147675.843750 Penalty: 3648.081055
	Iteration 2F: 3 clusters Score -147675.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -147747.265625 Penalty: 3648.081055
	Iteration 3Q: 3 clusters Score -147747.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -147783.281250 Penalty: 3648.081055
	Iteration 4Q: 3 clusters Score -147783.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -147800.234375 Penalty: 3648.081055
	Iteration 5Q: 3 clusters Score -147800.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -147808.968750 Penalty: 3648.081055
	Iteration 6Q: 3 clusters Score -147809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147814.843750 Penalty: 3648.081055
	Iteration 7Q: 3 clusters Score -147814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -147820.796875 Penalty: 3648.081055
	Iteration 8Q: 3 clusters Score -147820.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -147826.812500 Penalty: 3648.081055
	Iteration 9Q: 3 clusters Score -147826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -147826.812500 Penalty: 3648.081055
	Iteration 10F: 3 clusters Score -147826.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Entering Unmasked Estep 
Score: -1738803.000000 Penalty: 2415.117432
	Iteration 0F: 2 clusters Score -1738803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1726671.875000 Penalty: 4830.234863
	Iteration 0F: 3 clusters Score -1726672 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1730461.375000 Penalty: 4830.234863
	Iteration 1F: 3 clusters Score -1730461 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1730814.750000 Penalty: 4830.234863
	Iteration 2F: 3 clusters Score -1730815 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1731127.750000 Penalty: 4830.234863
	Iteration 3Q: 3 clusters Score -1731128 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1731434.250000 Penalty: 4830.234863
	Iteration 4Q: 3 clusters Score -1731434 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1731731.250000 Penalty: 4830.234863
	Iteration 5Q: 3 clusters Score -1731731 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1732042.875000 Penalty: 4830.234863
	Iteration 6Q: 3 clusters Score -1732043 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1732429.625000 Penalty: 4830.234863
	Iteration 7Q: 3 clusters Score -1732430 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1732907.000000 Penalty: 4830.234863
	Iteration 8Q: 3 clusters Score -1732907 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1733504.125000 Penalty: 4830.234863
	Iteration 9F: 3 clusters Score -1733504 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1734219.375000 Penalty: 4830.234863
	Iteration 10F: 3 clusters Score -1734219 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1734897.250000 Penalty: 4830.234863
	Iteration 11Q: 3 clusters Score -1734897 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1735498.875000 Penalty: 4830.234863
	Iteration 12Q: 3 clusters Score -1735499 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1735928.875000 Penalty: 4830.234863
	Iteration 13Q: 3 clusters Score -1735929 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1736177.000000 Penalty: 4830.234863
	Iteration 14Q: 3 clusters Score -1736177 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1736311.000000 Penalty: 4830.234863
	Iteration 15Q: 3 clusters Score -1736311 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1736390.375000 Penalty: 4830.234863
	Iteration 16Q: 3 clusters Score -1736390 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1736436.000000 Penalty: 4830.234863
	Iteration 17Q: 3 clusters Score -1736436 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1736469.375000 Penalty: 4830.234863
	Iteration 18Q: 3 clusters Score -1736469 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1736490.500000 Penalty: 4830.234863
	Iteration 19Q: 3 clusters Score -1736490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1736510.000000 Penalty: 4830.234863
	Iteration 20F: 3 clusters Score -1736510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1736533.125000 Penalty: 4830.234863
	Iteration 21Q: 3 clusters Score -1736533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1736543.125000 Penalty: 4830.234863
	Iteration 22Q: 3 clusters Score -1736543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1736559.750000 Penalty: 4830.234863
	Iteration 23Q: 3 clusters Score -1736560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1736571.250000 Penalty: 4830.234863
	Iteration 24Q: 3 clusters Score -1736571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1736586.000000 Penalty: 4830.234863
	Iteration 25Q: 3 clusters Score -1736586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1736590.750000 Penalty: 4830.234863
	Iteration 26Q: 3 clusters Score -1736591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1736597.375000 Penalty: 4830.234863
	Iteration 27Q: 3 clusters Score -1736597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1736603.125000 Penalty: 4830.234863
	Iteration 28Q: 3 clusters Score -1736603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1736607.375000 Penalty: 4830.234863
	Iteration 29Q: 3 clusters Score -1736607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1736620.250000 Penalty: 4830.234863
	Iteration 30Q: 3 clusters Score -1736620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1736629.875000 Penalty: 4830.234863
	Iteration 31Q: 3 clusters Score -1736630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1736642.375000 Penalty: 4830.234863
	Iteration 32Q: 3 clusters Score -1736642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1736650.500000 Penalty: 4830.234863
	Iteration 33Q: 3 clusters Score -1736650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1736661.000000 Penalty: 4830.234863
	Iteration 34Q: 3 clusters Score -1736661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1736663.875000 Penalty: 4830.234863
	Iteration 35Q: 3 clusters Score -1736664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1736669.375000 Penalty: 4830.234863
	Iteration 36Q: 3 clusters Score -1736669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1736667.875000 Penalty: 4830.234863
	Iteration 37Q: 3 clusters Score -1736668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1736672.125000 Penalty: 4830.234863
	Iteration 38Q: 3 clusters Score -1736672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1736674.250000 Penalty: 4830.234863
	Iteration 39Q: 3 clusters Score -1736674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1736679.750000 Penalty: 4830.234863
	Iteration 40F: 3 clusters Score -1736680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1736681.125000 Penalty: 4830.234863
	Iteration 41Q: 3 clusters Score -1736681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1736679.250000 Penalty: 4830.234863
	Iteration 42Q: 3 clusters Score -1736679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1736685.750000 Penalty: 4830.234863
	Iteration 43Q: 3 clusters Score -1736686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1736688.250000 Penalty: 4830.234863
	Iteration 44Q: 3 clusters Score -1736688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1736693.625000 Penalty: 4830.234863
	Iteration 45Q: 3 clusters Score -1736694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1736696.000000 Penalty: 4830.234863
	Iteration 46Q: 3 clusters Score -1736696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1736698.625000 Penalty: 4830.234863
	Iteration 47Q: 3 clusters Score -1736699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1736700.125000 Penalty: 4830.234863
	Iteration 48Q: 3 clusters Score -1736700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1736700.375000 Penalty: 4830.234863
	Iteration 49Q: 3 clusters Score -1736700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1736704.875000 Penalty: 4830.234863
	Iteration 50Q: 3 clusters Score -1736705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1736712.375000 Penalty: 4830.234863
	Iteration 51Q: 3 clusters Score -1736712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1736715.750000 Penalty: 4830.234863
	Iteration 52Q: 3 clusters Score -1736716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1736718.125000 Penalty: 4830.234863
	Iteration 53Q: 3 clusters Score -1736718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1736721.500000 Penalty: 4830.234863
	Iteration 54Q: 3 clusters Score -1736722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1736722.000000 Penalty: 4830.234863
	Iteration 55Q: 3 clusters Score -1736722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1736723.500000 Penalty: 4830.234863
	Iteration 56Q: 3 clusters Score -1736724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1736723.625000 Penalty: 4830.234863
	Iteration 57Q: 3 clusters Score -1736724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1736729.125000 Penalty: 4830.234863
	Iteration 58Q: 3 clusters Score -1736729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1736734.500000 Penalty: 4830.234863
	Iteration 59Q: 3 clusters Score -1736734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1736736.875000 Penalty: 4830.234863
	Iteration 60F: 3 clusters Score -1736737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1736740.500000 Penalty: 4830.234863
	Iteration 61Q: 3 clusters Score -1736740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1736744.625000 Penalty: 4830.234863
	Iteration 62Q: 3 clusters Score -1736745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1736749.625000 Penalty: 4830.234863
	Iteration 63Q: 3 clusters Score -1736750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1736753.000000 Penalty: 4830.234863
	Iteration 64Q: 3 clusters Score -1736753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1736755.125000 Penalty: 4830.234863
	Iteration 65Q: 3 clusters Score -1736755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1736760.625000 Penalty: 4830.234863
	Iteration 66Q: 3 clusters Score -1736761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1736766.875000 Penalty: 4830.234863
	Iteration 67Q: 3 clusters Score -1736767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1736770.500000 Penalty: 4830.234863
	Iteration 68Q: 3 clusters Score -1736770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1736773.000000 Penalty: 4830.234863
	Iteration 69Q: 3 clusters Score -1736773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -1736777.625000 Penalty: 4830.234863
	Iteration 70Q: 3 clusters Score -1736778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1736777.750000 Penalty: 4830.234863
	Iteration 71Q: 3 clusters Score -1736778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1736780.250000 Penalty: 4830.234863
	Iteration 72Q: 3 clusters Score -1736780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1736779.500000 Penalty: 4830.234863
	Iteration 73Q: 3 clusters Score -1736780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1736784.250000 Penalty: 4830.234863
	Iteration 74Q: 3 clusters Score -1736784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1736784.500000 Penalty: 4830.234863
	Iteration 75Q: 3 clusters Score -1736784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1736785.875000 Penalty: 4830.234863
	Iteration 76Q: 3 clusters Score -1736786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1736786.000000 Penalty: 4830.234863
	Iteration 77Q: 3 clusters Score -1736786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1736790.250000 Penalty: 4830.234863
	Iteration 78Q: 3 clusters Score -1736790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1736791.750000 Penalty: 4830.234863
	Iteration 79Q: 3 clusters Score -1736792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1736791.375000 Penalty: 4830.234863
	Iteration 80F: 3 clusters Score -1736791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1736790.625000 Penalty: 4830.234863
	Iteration 81Q: 3 clusters Score -1736791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1736793.875000 Penalty: 4830.234863
	Iteration 82Q: 3 clusters Score -1736794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1736792.500000 Penalty: 4830.234863
	Iteration 83Q: 3 clusters Score -1736792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1736792.500000 Penalty: 4830.234863
	Iteration 84F: 3 clusters Score -1736792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Entering Unmasked Estep 
Score: -415150.875000 Penalty: 2077.841064
	Iteration 0F: 2 clusters Score -415150.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -411063.281250 Penalty: 4155.682129
	Iteration 0F: 3 clusters Score -411063.3 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -412190.156250 Penalty: 4155.682129
	Iteration 1F: 3 clusters Score -412190.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -412484.093750 Penalty: 4155.682129
	Iteration 2F: 3 clusters Score -412484.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -412679.500000 Penalty: 4155.682129
	Iteration 3F: 3 clusters Score -412679.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -412847.437500 Penalty: 4155.682129
	Iteration 4Q: 3 clusters Score -412847.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -412977.562500 Penalty: 4155.682129
	Iteration 5Q: 3 clusters Score -412977.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -413106.031250 Penalty: 4155.682129
	Iteration 6Q: 3 clusters Score -413106 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -413221.843750 Penalty: 4155.682129
	Iteration 7Q: 3 clusters Score -413221.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -413320.562500 Penalty: 4155.682129
	Iteration 8Q: 3 clusters Score -413320.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -413408.375000 Penalty: 4155.682129
	Iteration 9Q: 3 clusters Score -413408.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -413493.656250 Penalty: 4155.682129
	Iteration 10Q: 3 clusters Score -413493.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -413557.156250 Penalty: 4155.682129
	Iteration 11Q: 3 clusters Score -413557.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -413614.500000 Penalty: 4155.682129
	Iteration 12Q: 3 clusters Score -413614.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -413657.937500 Penalty: 4155.682129
	Iteration 13Q: 3 clusters Score -413657.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -413693.781250 Penalty: 4155.682129
	Iteration 14Q: 3 clusters Score -413693.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -413722.312500 Penalty: 4155.682129
	Iteration 15Q: 3 clusters Score -413722.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -413756.906250 Penalty: 4155.682129
	Iteration 16Q: 3 clusters Score -413756.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -413781.437500 Penalty: 4155.682129
	Iteration 17Q: 3 clusters Score -413781.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -413797.312500 Penalty: 4155.682129
	Iteration 18Q: 3 clusters Score -413797.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -413807.750000 Penalty: 4155.682129
	Iteration 19Q: 3 clusters Score -413807.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -413811.531250 Penalty: 4155.682129
	Iteration 20F: 3 clusters Score -413811.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -413814.156250 Penalty: 4155.682129
	Iteration 21Q: 3 clusters Score -413814.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -413817.218750 Penalty: 4155.682129
	Iteration 22Q: 3 clusters Score -413817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -413818.312500 Penalty: 4155.682129
	Iteration 23Q: 3 clusters Score -413818.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -413818.906250 Penalty: 4155.682129
	Iteration 24Q: 3 clusters Score -413818.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -413819.687500 Penalty: 4155.682129
	Iteration 25Q: 3 clusters Score -413819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -413819.687500 Penalty: 4155.682129
	Iteration 26F: 3 clusters Score -413819.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (86151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86151 members 
Entering Unmasked Estep 
Score: -8725356.000000 Penalty: 2818.236572
	Iteration 0F: 2 clusters Score -8725356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -8667456.000000 Penalty: 5636.473145
	Iteration 0F: 3 clusters Score -8667456 nChanged 40710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -8690921.000000 Penalty: 5636.473145
	Iteration 1F: 3 clusters Score -8690921 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -8691821.000000 Penalty: 5636.473145
	Iteration 2Q: 3 clusters Score -8691821 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -8693018.000000 Penalty: 5636.473145
	Iteration 3Q: 3 clusters Score -8693018 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -8694879.000000 Penalty: 5636.473145
	Iteration 4Q: 3 clusters Score -8694879 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -8697756.000000 Penalty: 5636.473145
	Iteration 5F: 3 clusters Score -8697756 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -8702406.000000 Penalty: 5636.473145
	Iteration 6F: 3 clusters Score -8702406 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -8708805.000000 Penalty: 5636.473145
	Iteration 7F: 3 clusters Score -8708805 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -8714966.000000 Penalty: 5636.473145
	Iteration 8F: 3 clusters Score -8714966 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -8719110.000000 Penalty: 5636.473145
	Iteration 9F: 3 clusters Score -8719110 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84156 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8721329.000000 Penalty: 5636.473145
	Iteration 10Q: 3 clusters Score -8721329 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85048 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8722236.000000 Penalty: 5636.473145
	Iteration 11Q: 3 clusters Score -8722236 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85351 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8722638.000000 Penalty: 5636.473145
	Iteration 12Q: 3 clusters Score -8722638 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85470 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8722787.000000 Penalty: 5636.473145
	Iteration 13Q: 3 clusters Score -8722787 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8722852.000000 Penalty: 5636.473145
	Iteration 14Q: 3 clusters Score -8722852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8722894.000000 Penalty: 5636.473145
	Iteration 15Q: 3 clusters Score -8722894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85542 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8722923.000000 Penalty: 5636.473145
	Iteration 16Q: 3 clusters Score -8722923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8722939.000000 Penalty: 5636.473145
	Iteration 17Q: 3 clusters Score -8722939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8722960.000000 Penalty: 5636.473145
	Iteration 18Q: 3 clusters Score -8722960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8722967.000000 Penalty: 5636.473145
	Iteration 19Q: 3 clusters Score -8722967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85576 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8722968.000000 Penalty: 5636.473145
	Iteration 20F: 3 clusters Score -8722968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8722972.000000 Penalty: 5636.473145
	Iteration 21Q: 3 clusters Score -8722972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8722978.000000 Penalty: 5636.473145
	Iteration 22Q: 3 clusters Score -8722978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8722982.000000 Penalty: 5636.473145
	Iteration 23Q: 3 clusters Score -8722982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8722982.000000 Penalty: 5636.473145
	Iteration 24F: 3 clusters Score -8722982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Entering Unmasked Estep 
Score: -488020.531250 Penalty: 2117.806152
	Iteration 0F: 2 clusters Score -488020.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -483414.656250 Penalty: 4235.612305
	Iteration 0F: 3 clusters Score -483414.7 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -484565.218750 Penalty: 4235.612305
	Iteration 1F: 3 clusters Score -484565.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -484857.593750 Penalty: 4235.612305
	Iteration 2F: 3 clusters Score -484857.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -485134.343750 Penalty: 4235.612305
	Iteration 3F: 3 clusters Score -485134.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -485366.812500 Penalty: 4235.612305
	Iteration 4F: 3 clusters Score -485366.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -485535.000000 Penalty: 4235.612305
	Iteration 5Q: 3 clusters Score -485535 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -485683.187500 Penalty: 4235.612305
	Iteration 6Q: 3 clusters Score -485683.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -485789.812500 Penalty: 4235.612305
	Iteration 7Q: 3 clusters Score -485789.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -485885.781250 Penalty: 4235.612305
	Iteration 8Q: 3 clusters Score -485885.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -485972.531250 Penalty: 4235.612305
	Iteration 9Q: 3 clusters Score -485972.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -486043.718750 Penalty: 4235.612305
	Iteration 10Q: 3 clusters Score -486043.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -486122.687500 Penalty: 4235.612305
	Iteration 11Q: 3 clusters Score -486122.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -486192.906250 Penalty: 4235.612305
	Iteration 12Q: 3 clusters Score -486192.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -486253.625000 Penalty: 4235.612305
	Iteration 13Q: 3 clusters Score -486253.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -486315.937500 Penalty: 4235.612305
	Iteration 14Q: 3 clusters Score -486315.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -486394.781250 Penalty: 4235.612305
	Iteration 15Q: 3 clusters Score -486394.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -486484.093750 Penalty: 4235.612305
	Iteration 16Q: 3 clusters Score -486484.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -486580.718750 Penalty: 4235.612305
	Iteration 17Q: 3 clusters Score -486580.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -486680.000000 Penalty: 4235.612305
	Iteration 18Q: 3 clusters Score -486680 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -486759.937500 Penalty: 4235.612305
	Iteration 19Q: 3 clusters Score -486759.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -486821.781250 Penalty: 4235.612305
	Iteration 20F: 3 clusters Score -486821.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -486855.937500 Penalty: 4235.612305
	Iteration 21Q: 3 clusters Score -486855.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -486887.000000 Penalty: 4235.612305
	Iteration 22Q: 3 clusters Score -486887 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -486908.656250 Penalty: 4235.612305
	Iteration 23Q: 3 clusters Score -486908.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -486940.031250 Penalty: 4235.612305
	Iteration 24Q: 3 clusters Score -486940 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -486984.093750 Penalty: 4235.612305
	Iteration 25Q: 3 clusters Score -486984.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -487021.062500 Penalty: 4235.612305
	Iteration 26Q: 3 clusters Score -487021.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -487049.031250 Penalty: 4235.612305
	Iteration 27Q: 3 clusters Score -487049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -487073.281250 Penalty: 4235.612305
	Iteration 28Q: 3 clusters Score -487073.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -487098.406250 Penalty: 4235.612305
	Iteration 29Q: 3 clusters Score -487098.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -487124.093750 Penalty: 4235.612305
	Iteration 30Q: 3 clusters Score -487124.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -487160.750000 Penalty: 4235.612305
	Iteration 31Q: 3 clusters Score -487160.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -487206.656250 Penalty: 4235.612305
	Iteration 32Q: 3 clusters Score -487206.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -487257.468750 Penalty: 4235.612305
	Iteration 33Q: 3 clusters Score -487257.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -487321.656250 Penalty: 4235.612305
	Iteration 34Q: 3 clusters Score -487321.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -487357.937500 Penalty: 4235.612305
	Iteration 35Q: 3 clusters Score -487357.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -487371.718750 Penalty: 4235.612305
	Iteration 36Q: 3 clusters Score -487371.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -487381.156250 Penalty: 4235.612305
	Iteration 37Q: 3 clusters Score -487381.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -487386.125000 Penalty: 4235.612305
	Iteration 38Q: 3 clusters Score -487386.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -487389.125000 Penalty: 4235.612305
	Iteration 39Q: 3 clusters Score -487389.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -487391.218750 Penalty: 4235.612305
	Iteration 40F: 3 clusters Score -487391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -487393.500000 Penalty: 4235.612305
	Iteration 41Q: 3 clusters Score -487393.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -487394.062500 Penalty: 4235.612305
	Iteration 42Q: 3 clusters Score -487394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -487395.312500 Penalty: 4235.612305
	Iteration 43Q: 3 clusters Score -487395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -487396.906250 Penalty: 4235.612305
	Iteration 44Q: 3 clusters Score -487396.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -487397.687500 Penalty: 4235.612305
	Iteration 45Q: 3 clusters Score -487397.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -487401.031250 Penalty: 4235.612305
	Iteration 46Q: 3 clusters Score -487401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -487402.000000 Penalty: 4235.612305
	Iteration 47Q: 3 clusters Score -487402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -487401.250000 Penalty: 4235.612305
	Iteration 48Q: 3 clusters Score -487401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -487402.875000 Penalty: 4235.612305
	Iteration 49Q: 3 clusters Score -487402.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -487402.875000 Penalty: 4235.612305
	Iteration 50F: 3 clusters Score -487402.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Entering Unmasked Estep 
Score: -1658509.375000 Penalty: 2406.576660
	Iteration 0F: 2 clusters Score -1658509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1646681.375000 Penalty: 4813.153320
	Iteration 0F: 3 clusters Score -1646681 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1650503.500000 Penalty: 4813.153320
	Iteration 1F: 3 clusters Score -1650504 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1650946.375000 Penalty: 4813.153320
	Iteration 2F: 3 clusters Score -1650946 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1651342.250000 Penalty: 4813.153320
	Iteration 3F: 3 clusters Score -1651342 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1651699.750000 Penalty: 4813.153320
	Iteration 4Q: 3 clusters Score -1651700 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1652029.375000 Penalty: 4813.153320
	Iteration 5Q: 3 clusters Score -1652029 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1652323.750000 Penalty: 4813.153320
	Iteration 6Q: 3 clusters Score -1652324 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1652587.750000 Penalty: 4813.153320
	Iteration 7Q: 3 clusters Score -1652588 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1652835.750000 Penalty: 4813.153320
	Iteration 8Q: 3 clusters Score -1652836 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1653052.875000 Penalty: 4813.153320
	Iteration 9Q: 3 clusters Score -1653053 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1653272.250000 Penalty: 4813.153320
	Iteration 10Q: 3 clusters Score -1653272 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1653504.125000 Penalty: 4813.153320
	Iteration 11Q: 3 clusters Score -1653504 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1653736.750000 Penalty: 4813.153320
	Iteration 12Q: 3 clusters Score -1653737 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1653947.625000 Penalty: 4813.153320
	Iteration 13Q: 3 clusters Score -1653948 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1654164.625000 Penalty: 4813.153320
	Iteration 14Q: 3 clusters Score -1654165 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1654345.750000 Penalty: 4813.153320
	Iteration 15Q: 3 clusters Score -1654346 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1654496.875000 Penalty: 4813.153320
	Iteration 16Q: 3 clusters Score -1654497 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1654625.375000 Penalty: 4813.153320
	Iteration 17Q: 3 clusters Score -1654625 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1654735.125000 Penalty: 4813.153320
	Iteration 18Q: 3 clusters Score -1654735 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1654832.500000 Penalty: 4813.153320
	Iteration 19Q: 3 clusters Score -1654832 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1654910.625000 Penalty: 4813.153320
	Iteration 20F: 3 clusters Score -1654911 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1654975.875000 Penalty: 4813.153320
	Iteration 21Q: 3 clusters Score -1654976 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1655031.375000 Penalty: 4813.153320
	Iteration 22Q: 3 clusters Score -1655031 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1655092.750000 Penalty: 4813.153320
	Iteration 23Q: 3 clusters Score -1655093 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1655151.625000 Penalty: 4813.153320
	Iteration 24Q: 3 clusters Score -1655152 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1655195.375000 Penalty: 4813.153320
	Iteration 25Q: 3 clusters Score -1655195 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1655236.125000 Penalty: 4813.153320
	Iteration 26Q: 3 clusters Score -1655236 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1655278.500000 Penalty: 4813.153320
	Iteration 27Q: 3 clusters Score -1655278 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1655331.250000 Penalty: 4813.153320
	Iteration 28Q: 3 clusters Score -1655331 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1655380.875000 Penalty: 4813.153320
	Iteration 29Q: 3 clusters Score -1655381 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1655427.000000 Penalty: 4813.153320
	Iteration 30Q: 3 clusters Score -1655427 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1655470.500000 Penalty: 4813.153320
	Iteration 31Q: 3 clusters Score -1655470 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1655508.875000 Penalty: 4813.153320
	Iteration 32Q: 3 clusters Score -1655509 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1655552.125000 Penalty: 4813.153320
	Iteration 33Q: 3 clusters Score -1655552 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1655581.250000 Penalty: 4813.153320
	Iteration 34Q: 3 clusters Score -1655581 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1655610.625000 Penalty: 4813.153320
	Iteration 35Q: 3 clusters Score -1655611 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1655626.750000 Penalty: 4813.153320
	Iteration 36Q: 3 clusters Score -1655627 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1655642.250000 Penalty: 4813.153320
	Iteration 37Q: 3 clusters Score -1655642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1655653.250000 Penalty: 4813.153320
	Iteration 38Q: 3 clusters Score -1655653 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1655673.875000 Penalty: 4813.153320
	Iteration 39Q: 3 clusters Score -1655674 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1655688.125000 Penalty: 4813.153320
	Iteration 40F: 3 clusters Score -1655688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1655707.250000 Penalty: 4813.153320
	Iteration 41Q: 3 clusters Score -1655707 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1655724.000000 Penalty: 4813.153320
	Iteration 42Q: 3 clusters Score -1655724 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1655745.750000 Penalty: 4813.153320
	Iteration 43Q: 3 clusters Score -1655746 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1655764.500000 Penalty: 4813.153320
	Iteration 44Q: 3 clusters Score -1655764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1655780.000000 Penalty: 4813.153320
	Iteration 45Q: 3 clusters Score -1655780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1655806.000000 Penalty: 4813.153320
	Iteration 46Q: 3 clusters Score -1655806 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1655825.375000 Penalty: 4813.153320
	Iteration 47Q: 3 clusters Score -1655825 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1655846.875000 Penalty: 4813.153320
	Iteration 48Q: 3 clusters Score -1655847 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1655889.125000 Penalty: 4813.153320
	Iteration 49Q: 3 clusters Score -1655889 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1655924.625000 Penalty: 4813.153320
	Iteration 50Q: 3 clusters Score -1655925 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1655958.500000 Penalty: 4813.153320
	Iteration 51Q: 3 clusters Score -1655958 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1655983.500000 Penalty: 4813.153320
	Iteration 52Q: 3 clusters Score -1655984 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1656004.750000 Penalty: 4813.153320
	Iteration 53Q: 3 clusters Score -1656005 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1656032.125000 Penalty: 4813.153320
	Iteration 54Q: 3 clusters Score -1656032 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1656056.375000 Penalty: 4813.153320
	Iteration 55Q: 3 clusters Score -1656056 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1656078.875000 Penalty: 4813.153320
	Iteration 56Q: 3 clusters Score -1656079 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1656099.875000 Penalty: 4813.153320
	Iteration 57Q: 3 clusters Score -1656100 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1656118.500000 Penalty: 4813.153320
	Iteration 58Q: 3 clusters Score -1656118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1656132.250000 Penalty: 4813.153320
	Iteration 59Q: 3 clusters Score -1656132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1656149.125000 Penalty: 4813.153320
	Iteration 60F: 3 clusters Score -1656149 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1656161.250000 Penalty: 4813.153320
	Iteration 61Q: 3 clusters Score -1656161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1656168.500000 Penalty: 4813.153320
	Iteration 62Q: 3 clusters Score -1656168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1656180.500000 Penalty: 4813.153320
	Iteration 63Q: 3 clusters Score -1656180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1656194.500000 Penalty: 4813.153320
	Iteration 64Q: 3 clusters Score -1656194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1656205.375000 Penalty: 4813.153320
	Iteration 65Q: 3 clusters Score -1656205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1656208.625000 Penalty: 4813.153320
	Iteration 66Q: 3 clusters Score -1656209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1656213.375000 Penalty: 4813.153320
	Iteration 67Q: 3 clusters Score -1656213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1656220.750000 Penalty: 4813.153320
	Iteration 68Q: 3 clusters Score -1656221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1656230.625000 Penalty: 4813.153320
	Iteration 69Q: 3 clusters Score -1656231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1656238.500000 Penalty: 4813.153320
	Iteration 70Q: 3 clusters Score -1656238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1656248.125000 Penalty: 4813.153320
	Iteration 71Q: 3 clusters Score -1656248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1656252.625000 Penalty: 4813.153320
	Iteration 72Q: 3 clusters Score -1656253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1656267.875000 Penalty: 4813.153320
	Iteration 73Q: 3 clusters Score -1656268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1656271.750000 Penalty: 4813.153320
	Iteration 74Q: 3 clusters Score -1656272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1656276.750000 Penalty: 4813.153320
	Iteration 75Q: 3 clusters Score -1656277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1656281.125000 Penalty: 4813.153320
	Iteration 76Q: 3 clusters Score -1656281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1656291.125000 Penalty: 4813.153320
	Iteration 77Q: 3 clusters Score -1656291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1656298.250000 Penalty: 4813.153320
	Iteration 78Q: 3 clusters Score -1656298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1656305.625000 Penalty: 4813.153320
	Iteration 79Q: 3 clusters Score -1656306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1656315.375000 Penalty: 4813.153320
	Iteration 80F: 3 clusters Score -1656315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1656321.500000 Penalty: 4813.153320
	Iteration 81Q: 3 clusters Score -1656322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1656331.000000 Penalty: 4813.153320
	Iteration 82Q: 3 clusters Score -1656331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1656336.750000 Penalty: 4813.153320
	Iteration 83Q: 3 clusters Score -1656337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1656342.000000 Penalty: 4813.153320
	Iteration 84Q: 3 clusters Score -1656342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1656345.625000 Penalty: 4813.153320
	Iteration 85Q: 3 clusters Score -1656346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1656347.375000 Penalty: 4813.153320
	Iteration 86Q: 3 clusters Score -1656347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1656348.625000 Penalty: 4813.153320
	Iteration 87Q: 3 clusters Score -1656349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1656358.500000 Penalty: 4813.153320
	Iteration 88Q: 3 clusters Score -1656358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1656361.375000 Penalty: 4813.153320
	Iteration 89Q: 3 clusters Score -1656361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1656364.750000 Penalty: 4813.153320
	Iteration 90Q: 3 clusters Score -1656365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1656369.000000 Penalty: 4813.153320
	Iteration 91Q: 3 clusters Score -1656369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1656369.125000 Penalty: 4813.153320
	Iteration 92Q: 3 clusters Score -1656369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1656369.375000 Penalty: 4813.153320
	Iteration 93Q: 3 clusters Score -1656369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1656372.875000 Penalty: 4813.153320
	Iteration 94Q: 3 clusters Score -1656373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1656371.125000 Penalty: 4813.153320
	Iteration 95Q: 3 clusters Score -1656371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1656373.375000 Penalty: 4813.153320
	Iteration 96Q: 3 clusters Score -1656373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1656378.375000 Penalty: 4813.153320
	Iteration 97Q: 3 clusters Score -1656378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1656385.500000 Penalty: 4813.153320
	Iteration 98Q: 3 clusters Score -1656386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1656391.250000 Penalty: 4813.153320
	Iteration 99Q: 3 clusters Score -1656391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1656398.000000 Penalty: 4813.153320
	Iteration 100F: 3 clusters Score -1656398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1656410.250000 Penalty: 4813.153320
	Iteration 101Q: 3 clusters Score -1656410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1656413.000000 Penalty: 4813.153320
	Iteration 102Q: 3 clusters Score -1656413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1656415.125000 Penalty: 4813.153320
	Iteration 103Q: 3 clusters Score -1656415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1656419.625000 Penalty: 4813.153320
	Iteration 104Q: 3 clusters Score -1656420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1656425.000000 Penalty: 4813.153320
	Iteration 105Q: 3 clusters Score -1656425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1656427.750000 Penalty: 4813.153320
	Iteration 106Q: 3 clusters Score -1656428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1656434.625000 Penalty: 4813.153320
	Iteration 107Q: 3 clusters Score -1656435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1656433.625000 Penalty: 4813.153320
	Iteration 108Q: 3 clusters Score -1656434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1656434.750000 Penalty: 4813.153320
	Iteration 109Q: 3 clusters Score -1656435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1656435.375000 Penalty: 4813.153320
	Iteration 110Q: 3 clusters Score -1656435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1656439.375000 Penalty: 4813.153320
	Iteration 111Q: 3 clusters Score -1656439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1656444.500000 Penalty: 4813.153320
	Iteration 112Q: 3 clusters Score -1656444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1656447.125000 Penalty: 4813.153320
	Iteration 113Q: 3 clusters Score -1656447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1656446.250000 Penalty: 4813.153320
	Iteration 114Q: 3 clusters Score -1656446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1656453.625000 Penalty: 4813.153320
	Iteration 115Q: 3 clusters Score -1656454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1656455.750000 Penalty: 4813.153320
	Iteration 116Q: 3 clusters Score -1656456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1656457.750000 Penalty: 4813.153320
	Iteration 117Q: 3 clusters Score -1656458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1656460.375000 Penalty: 4813.153320
	Iteration 118Q: 3 clusters Score -1656460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1656465.750000 Penalty: 4813.153320
	Iteration 119Q: 3 clusters Score -1656466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1656468.500000 Penalty: 4813.153320
	Iteration 120F: 3 clusters Score -1656468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1656474.750000 Penalty: 4813.153320
	Iteration 121Q: 3 clusters Score -1656475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1656478.250000 Penalty: 4813.153320
	Iteration 122Q: 3 clusters Score -1656478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1656483.125000 Penalty: 4813.153320
	Iteration 123Q: 3 clusters Score -1656483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1656487.625000 Penalty: 4813.153320
	Iteration 124Q: 3 clusters Score -1656488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1656490.375000 Penalty: 4813.153320
	Iteration 125Q: 3 clusters Score -1656490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1656492.750000 Penalty: 4813.153320
	Iteration 126Q: 3 clusters Score -1656493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1656496.875000 Penalty: 4813.153320
	Iteration 127Q: 3 clusters Score -1656497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1656495.250000 Penalty: 4813.153320
	Iteration 128Q: 3 clusters Score -1656495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1656500.375000 Penalty: 4813.153320
	Iteration 129Q: 3 clusters Score -1656500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1656504.250000 Penalty: 4813.153320
	Iteration 130Q: 3 clusters Score -1656504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1656507.250000 Penalty: 4813.153320
	Iteration 131Q: 3 clusters Score -1656507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1656508.875000 Penalty: 4813.153320
	Iteration 132Q: 3 clusters Score -1656509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1656514.250000 Penalty: 4813.153320
	Iteration 133Q: 3 clusters Score -1656514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1656516.875000 Penalty: 4813.153320
	Iteration 134Q: 3 clusters Score -1656517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1656519.750000 Penalty: 4813.153320
	Iteration 135Q: 3 clusters Score -1656520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1656521.875000 Penalty: 4813.153320
	Iteration 136Q: 3 clusters Score -1656522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1656526.625000 Penalty: 4813.153320
	Iteration 137Q: 3 clusters Score -1656527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1656526.625000 Penalty: 4813.153320
	Iteration 138Q: 3 clusters Score -1656527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1656528.875000 Penalty: 4813.153320
	Iteration 139Q: 3 clusters Score -1656529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1656532.750000 Penalty: 4813.153320
	Iteration 140F: 3 clusters Score -1656533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1656532.000000 Penalty: 4813.153320
	Iteration 141Q: 3 clusters Score -1656532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1656531.250000 Penalty: 4813.153320
	Iteration 142Q: 3 clusters Score -1656531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1656534.250000 Penalty: 4813.153320
	Iteration 143Q: 3 clusters Score -1656534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1656534.500000 Penalty: 4813.153320
	Iteration 144Q: 3 clusters Score -1656534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1656532.000000 Penalty: 4813.153320
	Iteration 145Q: 3 clusters Score -1656532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1656535.250000 Penalty: 4813.153320
	Iteration 146Q: 3 clusters Score -1656535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1656538.125000 Penalty: 4813.153320
	Iteration 147Q: 3 clusters Score -1656538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1656539.375000 Penalty: 4813.153320
	Iteration 148Q: 3 clusters Score -1656539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1656539.750000 Penalty: 4813.153320
	Iteration 149Q: 3 clusters Score -1656540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1656539.500000 Penalty: 4813.153320
	Iteration 150Q: 3 clusters Score -1656540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1656545.250000 Penalty: 4813.153320
	Iteration 151Q: 3 clusters Score -1656545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1656544.000000 Penalty: 4813.153320
	Iteration 152Q: 3 clusters Score -1656544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1656544.000000 Penalty: 4813.153320
	Iteration 153F: 3 clusters Score -1656544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Entering Unmasked Estep 
Score: -1360701.000000 Penalty: 2367.662598
	Iteration 0F: 2 clusters Score -1360701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1350436.750000 Penalty: 4735.325195
	Iteration 0F: 3 clusters Score -1350437 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1353855.000000 Penalty: 4735.325195
	Iteration 1F: 3 clusters Score -1353855 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1354431.250000 Penalty: 4735.325195
	Iteration 2F: 3 clusters Score -1354431 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1355004.375000 Penalty: 4735.325195
	Iteration 3F: 3 clusters Score -1355004 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1355616.250000 Penalty: 4735.325195
	Iteration 4F: 3 clusters Score -1355616 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1356296.125000 Penalty: 4735.325195
	Iteration 5F: 3 clusters Score -1356296 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1356964.875000 Penalty: 4735.325195
	Iteration 6F: 3 clusters Score -1356965 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1357541.500000 Penalty: 4735.325195
	Iteration 7F: 3 clusters Score -1357542 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1357972.750000 Penalty: 4735.325195
	Iteration 8F: 3 clusters Score -1357973 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1358303.875000 Penalty: 4735.325195
	Iteration 9Q: 3 clusters Score -1358304 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1358537.375000 Penalty: 4735.325195
	Iteration 10Q: 3 clusters Score -1358537 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1358708.000000 Penalty: 4735.325195
	Iteration 11Q: 3 clusters Score -1358708 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1358854.750000 Penalty: 4735.325195
	Iteration 12Q: 3 clusters Score -1358855 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1358981.375000 Penalty: 4735.325195
	Iteration 13Q: 3 clusters Score -1358981 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1359092.250000 Penalty: 4735.325195
	Iteration 14Q: 3 clusters Score -1359092 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1359168.375000 Penalty: 4735.325195
	Iteration 15Q: 3 clusters Score -1359168 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1359238.500000 Penalty: 4735.325195
	Iteration 16Q: 3 clusters Score -1359238 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1359290.500000 Penalty: 4735.325195
	Iteration 17Q: 3 clusters Score -1359290 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1359329.000000 Penalty: 4735.325195
	Iteration 18Q: 3 clusters Score -1359329 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1359366.250000 Penalty: 4735.325195
	Iteration 19Q: 3 clusters Score -1359366 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1359396.625000 Penalty: 4735.325195
	Iteration 20F: 3 clusters Score -1359397 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1359422.250000 Penalty: 4735.325195
	Iteration 21Q: 3 clusters Score -1359422 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1359445.750000 Penalty: 4735.325195
	Iteration 22Q: 3 clusters Score -1359446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1359480.125000 Penalty: 4735.325195
	Iteration 23Q: 3 clusters Score -1359480 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1359511.250000 Penalty: 4735.325195
	Iteration 24Q: 3 clusters Score -1359511 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1359559.000000 Penalty: 4735.325195
	Iteration 25Q: 3 clusters Score -1359559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1359613.125000 Penalty: 4735.325195
	Iteration 26Q: 3 clusters Score -1359613 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1359692.375000 Penalty: 4735.325195
	Iteration 27Q: 3 clusters Score -1359692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1359736.875000 Penalty: 4735.325195
	Iteration 28Q: 3 clusters Score -1359737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1359784.375000 Penalty: 4735.325195
	Iteration 29Q: 3 clusters Score -1359784 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1359816.875000 Penalty: 4735.325195
	Iteration 30Q: 3 clusters Score -1359817 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1359827.375000 Penalty: 4735.325195
	Iteration 31Q: 3 clusters Score -1359827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1359840.875000 Penalty: 4735.325195
	Iteration 32Q: 3 clusters Score -1359841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1359851.875000 Penalty: 4735.325195
	Iteration 33Q: 3 clusters Score -1359852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1359861.125000 Penalty: 4735.325195
	Iteration 34Q: 3 clusters Score -1359861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1359866.250000 Penalty: 4735.325195
	Iteration 35Q: 3 clusters Score -1359866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1359878.375000 Penalty: 4735.325195
	Iteration 36Q: 3 clusters Score -1359878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1359885.375000 Penalty: 4735.325195
	Iteration 37Q: 3 clusters Score -1359885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1359887.000000 Penalty: 4735.325195
	Iteration 38Q: 3 clusters Score -1359887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1359899.250000 Penalty: 4735.325195
	Iteration 39Q: 3 clusters Score -1359899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1359907.000000 Penalty: 4735.325195
	Iteration 40F: 3 clusters Score -1359907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1359913.375000 Penalty: 4735.325195
	Iteration 41Q: 3 clusters Score -1359913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1359916.000000 Penalty: 4735.325195
	Iteration 42Q: 3 clusters Score -1359916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1359925.000000 Penalty: 4735.325195
	Iteration 43Q: 3 clusters Score -1359925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1359929.500000 Penalty: 4735.325195
	Iteration 44Q: 3 clusters Score -1359930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1359934.250000 Penalty: 4735.325195
	Iteration 45Q: 3 clusters Score -1359934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1359942.625000 Penalty: 4735.325195
	Iteration 46Q: 3 clusters Score -1359943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1359948.250000 Penalty: 4735.325195
	Iteration 47Q: 3 clusters Score -1359948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1359949.000000 Penalty: 4735.325195
	Iteration 48Q: 3 clusters Score -1359949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1359954.125000 Penalty: 4735.325195
	Iteration 49Q: 3 clusters Score -1359954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1359955.875000 Penalty: 4735.325195
	Iteration 50Q: 3 clusters Score -1359956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1359958.625000 Penalty: 4735.325195
	Iteration 51Q: 3 clusters Score -1359959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1359957.875000 Penalty: 4735.325195
	Iteration 52Q: 3 clusters Score -1359958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1359957.875000 Penalty: 4735.325195
	Iteration 53Q: 3 clusters Score -1359958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1359957.875000 Penalty: 4735.325195
	Iteration 54F: 3 clusters Score -1359958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97803 members 
Entering Unmasked Estep 
Score: -10006602.000000 Penalty: 2849.696045
	Iteration 0F: 2 clusters Score -1.00066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -9941114.000000 Penalty: 5699.392090
	Iteration 0F: 3 clusters Score -9941114 nChanged 46232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -9967687.000000 Penalty: 5699.392090
	Iteration 1F: 3 clusters Score -9967687 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -9968651.000000 Penalty: 5699.392090
	Iteration 2Q: 3 clusters Score -9968651 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -9970007.000000 Penalty: 5699.392090
	Iteration 3Q: 3 clusters Score -9970007 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -9972177.000000 Penalty: 5699.392090
	Iteration 4Q: 3 clusters Score -9972177 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -9975340.000000 Penalty: 5699.392090
	Iteration 5F: 3 clusters Score -9975340 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -9980119.000000 Penalty: 5699.392090
	Iteration 6F: 3 clusters Score -9980119 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76820 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -9986105.000000 Penalty: 5699.392090
	Iteration 7F: 3 clusters Score -9986105 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83654 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -9992144.000000 Penalty: 5699.392090
	Iteration 8F: 3 clusters Score -9992144 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89136 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -9996954.000000 Penalty: 5699.392090
	Iteration 9F: 3 clusters Score -9996954 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92863 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -10000290.000000 Penalty: 5699.392090
	Iteration 10Q: 3 clusters Score -1.000029e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -10002176.000000 Penalty: 5699.392090
	Iteration 11Q: 3 clusters Score -1.000218e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96255 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -10003162.000000 Penalty: 5699.392090
	Iteration 12Q: 3 clusters Score -1.000316e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10003605.000000 Penalty: 5699.392090
	Iteration 13Q: 3 clusters Score -1.00036e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10003830.000000 Penalty: 5699.392090
	Iteration 14Q: 3 clusters Score -1.000383e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97180 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10003956.000000 Penalty: 5699.392090
	Iteration 15Q: 3 clusters Score -1.000396e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97242 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10004010.000000 Penalty: 5699.392090
	Iteration 16Q: 3 clusters Score -1.000401e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97278 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10004035.000000 Penalty: 5699.392090
	Iteration 17Q: 3 clusters Score -1.000404e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97299 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10004070.000000 Penalty: 5699.392090
	Iteration 18Q: 3 clusters Score -1.000407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97310 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10004070.000000 Penalty: 5699.392090
	Iteration 19Q: 3 clusters Score -1.000407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97322 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10004097.000000 Penalty: 5699.392090
	Iteration 20F: 3 clusters Score -1.00041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97336 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10004111.000000 Penalty: 5699.392090
	Iteration 21Q: 3 clusters Score -1.000411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97345 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -10004132.000000 Penalty: 5699.392090
	Iteration 22Q: 3 clusters Score -1.000413e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97358 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10004152.000000 Penalty: 5699.392090
	Iteration 23Q: 3 clusters Score -1.000415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97368 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10004163.000000 Penalty: 5699.392090
	Iteration 24Q: 3 clusters Score -1.000416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97377 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10004177.000000 Penalty: 5699.392090
	Iteration 25Q: 3 clusters Score -1.000418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97379 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10004169.000000 Penalty: 5699.392090
	Iteration 26Q: 3 clusters Score -1.000417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10004182.000000 Penalty: 5699.392090
	Iteration 27Q: 3 clusters Score -1.000418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10004183.000000 Penalty: 5699.392090
	Iteration 28Q: 3 clusters Score -1.000418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10004185.000000 Penalty: 5699.392090
	Iteration 29Q: 3 clusters Score -1.000418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10004188.000000 Penalty: 5699.392090
	Iteration 30Q: 3 clusters Score -1.000419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97385 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10004197.000000 Penalty: 5699.392090
	Iteration 31Q: 3 clusters Score -1.00042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97389 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10004203.000000 Penalty: 5699.392090
	Iteration 32Q: 3 clusters Score -1.00042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97390 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10004206.000000 Penalty: 5699.392090
	Iteration 33Q: 3 clusters Score -1.000421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97393 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10004202.000000 Penalty: 5699.392090
	Iteration 34Q: 3 clusters Score -1.00042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97394 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10004205.000000 Penalty: 5699.392090
	Iteration 35Q: 3 clusters Score -1.00042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10004209.000000 Penalty: 5699.392090
	Iteration 36Q: 3 clusters Score -1.000421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97398 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10004213.000000 Penalty: 5699.392090
	Iteration 37Q: 3 clusters Score -1.000421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10004217.000000 Penalty: 5699.392090
	Iteration 38Q: 3 clusters Score -1.000422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97405 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10004214.000000 Penalty: 5699.392090
	Iteration 39Q: 3 clusters Score -1.000421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10004214.000000 Penalty: 5699.392090
	Iteration 40F: 3 clusters Score -1.000421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10004229.000000 Penalty: 5699.392090
	Iteration 41Q: 3 clusters Score -1.000423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10004227.000000 Penalty: 5699.392090
	Iteration 42Q: 3 clusters Score -1.000423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10004229.000000 Penalty: 5699.392090
	Iteration 43Q: 3 clusters Score -1.000423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10004229.000000 Penalty: 5699.392090
	Iteration 44F: 3 clusters Score -1.000423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Entering Unmasked Estep 
Score: -1369934.500000 Penalty: 2367.520996
	Iteration 0F: 2 clusters Score -1369934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1359665.625000 Penalty: 4735.041992
	Iteration 0F: 3 clusters Score -1359666 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1363159.000000 Penalty: 4735.041992
	Iteration 1F: 3 clusters Score -1363159 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1363700.875000 Penalty: 4735.041992
	Iteration 2F: 3 clusters Score -1363701 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1364184.875000 Penalty: 4735.041992
	Iteration 3F: 3 clusters Score -1364185 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1364718.000000 Penalty: 4735.041992
	Iteration 4F: 3 clusters Score -1364718 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1365255.250000 Penalty: 4735.041992
	Iteration 5F: 3 clusters Score -1365255 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1365794.000000 Penalty: 4735.041992
	Iteration 6F: 3 clusters Score -1365794 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1366295.875000 Penalty: 4735.041992
	Iteration 7F: 3 clusters Score -1366296 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1366674.500000 Penalty: 4735.041992
	Iteration 8Q: 3 clusters Score -1366674 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1366959.875000 Penalty: 4735.041992
	Iteration 9Q: 3 clusters Score -1366960 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1367170.875000 Penalty: 4735.041992
	Iteration 10Q: 3 clusters Score -1367171 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1367346.750000 Penalty: 4735.041992
	Iteration 11Q: 3 clusters Score -1367347 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1367482.750000 Penalty: 4735.041992
	Iteration 12Q: 3 clusters Score -1367483 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1367569.125000 Penalty: 4735.041992
	Iteration 13Q: 3 clusters Score -1367569 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1367633.625000 Penalty: 4735.041992
	Iteration 14Q: 3 clusters Score -1367634 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1367692.500000 Penalty: 4735.041992
	Iteration 15Q: 3 clusters Score -1367692 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1367741.750000 Penalty: 4735.041992
	Iteration 16Q: 3 clusters Score -1367742 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1367803.375000 Penalty: 4735.041992
	Iteration 17Q: 3 clusters Score -1367803 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1367881.375000 Penalty: 4735.041992
	Iteration 18Q: 3 clusters Score -1367881 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1367965.000000 Penalty: 4735.041992
	Iteration 19Q: 3 clusters Score -1367965 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1368040.625000 Penalty: 4735.041992
	Iteration 20F: 3 clusters Score -1368041 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1368105.875000 Penalty: 4735.041992
	Iteration 21Q: 3 clusters Score -1368106 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1368170.500000 Penalty: 4735.041992
	Iteration 22Q: 3 clusters Score -1368170 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1368219.125000 Penalty: 4735.041992
	Iteration 23Q: 3 clusters Score -1368219 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1368274.375000 Penalty: 4735.041992
	Iteration 24Q: 3 clusters Score -1368274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1368314.250000 Penalty: 4735.041992
	Iteration 25Q: 3 clusters Score -1368314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1368336.500000 Penalty: 4735.041992
	Iteration 26Q: 3 clusters Score -1368336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1368353.750000 Penalty: 4735.041992
	Iteration 27Q: 3 clusters Score -1368354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1368365.625000 Penalty: 4735.041992
	Iteration 28Q: 3 clusters Score -1368366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1368375.250000 Penalty: 4735.041992
	Iteration 29Q: 3 clusters Score -1368375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1368382.875000 Penalty: 4735.041992
	Iteration 30Q: 3 clusters Score -1368383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1368390.875000 Penalty: 4735.041992
	Iteration 31Q: 3 clusters Score -1368391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1368398.625000 Penalty: 4735.041992
	Iteration 32Q: 3 clusters Score -1368399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1368405.625000 Penalty: 4735.041992
	Iteration 33Q: 3 clusters Score -1368406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1368409.125000 Penalty: 4735.041992
	Iteration 34Q: 3 clusters Score -1368409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1368412.375000 Penalty: 4735.041992
	Iteration 35Q: 3 clusters Score -1368412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1368417.250000 Penalty: 4735.041992
	Iteration 36Q: 3 clusters Score -1368417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1368423.375000 Penalty: 4735.041992
	Iteration 37Q: 3 clusters Score -1368423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1368436.125000 Penalty: 4735.041992
	Iteration 38Q: 3 clusters Score -1368436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1368444.375000 Penalty: 4735.041992
	Iteration 39Q: 3 clusters Score -1368444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1368448.750000 Penalty: 4735.041992
	Iteration 40F: 3 clusters Score -1368449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1368447.375000 Penalty: 4735.041992
	Iteration 41Q: 3 clusters Score -1368447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1368452.500000 Penalty: 4735.041992
	Iteration 42Q: 3 clusters Score -1368452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1368459.125000 Penalty: 4735.041992
	Iteration 43Q: 3 clusters Score -1368459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1368462.875000 Penalty: 4735.041992
	Iteration 44Q: 3 clusters Score -1368463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1368467.375000 Penalty: 4735.041992
	Iteration 45Q: 3 clusters Score -1368467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1368468.750000 Penalty: 4735.041992
	Iteration 46Q: 3 clusters Score -1368469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1368472.750000 Penalty: 4735.041992
	Iteration 47Q: 3 clusters Score -1368473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1368474.125000 Penalty: 4735.041992
	Iteration 48Q: 3 clusters Score -1368474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1368476.500000 Penalty: 4735.041992
	Iteration 49Q: 3 clusters Score -1368476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1368477.250000 Penalty: 4735.041992
	Iteration 50Q: 3 clusters Score -1368477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1368478.500000 Penalty: 4735.041992
	Iteration 51Q: 3 clusters Score -1368478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1368478.875000 Penalty: 4735.041992
	Iteration 52Q: 3 clusters Score -1368479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1368484.125000 Penalty: 4735.041992
	Iteration 53Q: 3 clusters Score -1368484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1368481.375000 Penalty: 4735.041992
	Iteration 54Q: 3 clusters Score -1368481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1368483.500000 Penalty: 4735.041992
	Iteration 55Q: 3 clusters Score -1368484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1368483.625000 Penalty: 4735.041992
	Iteration 56Q: 3 clusters Score -1368484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1368486.000000 Penalty: 4735.041992
	Iteration 57Q: 3 clusters Score -1368486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1368487.375000 Penalty: 4735.041992
	Iteration 58Q: 3 clusters Score -1368487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1368488.500000 Penalty: 4735.041992
	Iteration 59Q: 3 clusters Score -1368488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1368488.500000 Penalty: 4735.041992
	Iteration 60F: 3 clusters Score -1368488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Entering Unmasked Estep 
Score: -4505424.500000 Penalty: 2654.136963
	Iteration 0F: 2 clusters Score -4505424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -4475378.000000 Penalty: 5308.273926
	Iteration 0F: 3 clusters Score -4475378 nChanged 20506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -4486758.000000 Penalty: 5308.273926
	Iteration 1F: 3 clusters Score -4486758 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -4487399.000000 Penalty: 5308.273926
	Iteration 2Q: 3 clusters Score -4487399 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -4488161.000000 Penalty: 5308.273926
	Iteration 3Q: 3 clusters Score -4488161 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -4489214.500000 Penalty: 5308.273926
	Iteration 4F: 3 clusters Score -4489214 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -4490751.500000 Penalty: 5308.273926
	Iteration 5F: 3 clusters Score -4490752 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -4492712.000000 Penalty: 5308.273926
	Iteration 6F: 3 clusters Score -4492712 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -4495125.000000 Penalty: 5308.273926
	Iteration 7F: 3 clusters Score -4495125 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -4497513.000000 Penalty: 5308.273926
	Iteration 8F: 3 clusters Score -4497513 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -4499630.000000 Penalty: 5308.273926
	Iteration 9F: 3 clusters Score -4499630 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -4501054.500000 Penalty: 5308.273926
	Iteration 10Q: 3 clusters Score -4501054 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -4501873.000000 Penalty: 5308.273926
	Iteration 11Q: 3 clusters Score -4501873 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -4502369.000000 Penalty: 5308.273926
	Iteration 12Q: 3 clusters Score -4502369 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -4502611.500000 Penalty: 5308.273926
	Iteration 13Q: 3 clusters Score -4502612 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -4502784.000000 Penalty: 5308.273926
	Iteration 14Q: 3 clusters Score -4502784 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -4502882.000000 Penalty: 5308.273926
	Iteration 15Q: 3 clusters Score -4502882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -4502951.000000 Penalty: 5308.273926
	Iteration 16Q: 3 clusters Score -4502951 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -4502993.500000 Penalty: 5308.273926
	Iteration 17Q: 3 clusters Score -4502994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -4503012.000000 Penalty: 5308.273926
	Iteration 18Q: 3 clusters Score -4503012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -4503030.000000 Penalty: 5308.273926
	Iteration 19Q: 3 clusters Score -4503030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -4503052.000000 Penalty: 5308.273926
	Iteration 20F: 3 clusters Score -4503052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -4503074.000000 Penalty: 5308.273926
	Iteration 21Q: 3 clusters Score -4503074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -4503083.000000 Penalty: 5308.273926
	Iteration 22Q: 3 clusters Score -4503083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -4503080.000000 Penalty: 5308.273926
	Iteration 23Q: 3 clusters Score -4503080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -4503093.000000 Penalty: 5308.273926
	Iteration 24Q: 3 clusters Score -4503093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -4503099.000000 Penalty: 5308.273926
	Iteration 25Q: 3 clusters Score -4503099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -4503112.000000 Penalty: 5308.273926
	Iteration 26Q: 3 clusters Score -4503112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -4503118.500000 Penalty: 5308.273926
	Iteration 27Q: 3 clusters Score -4503118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -4503130.000000 Penalty: 5308.273926
	Iteration 28Q: 3 clusters Score -4503130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -4503136.000000 Penalty: 5308.273926
	Iteration 29Q: 3 clusters Score -4503136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -4503140.500000 Penalty: 5308.273926
	Iteration 30Q: 3 clusters Score -4503140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -4503148.000000 Penalty: 5308.273926
	Iteration 31Q: 3 clusters Score -4503148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -4503148.000000 Penalty: 5308.273926
	Iteration 32F: 3 clusters Score -4503148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Entering Unmasked Estep 
Score: -1116405.000000 Penalty: 2311.516113
	Iteration 0F: 2 clusters Score -1116405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1108002.625000 Penalty: 4623.032227
	Iteration 0F: 3 clusters Score -1108003 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1110626.750000 Penalty: 4623.032227
	Iteration 1F: 3 clusters Score -1110627 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1111094.750000 Penalty: 4623.032227
	Iteration 2F: 3 clusters Score -1111095 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1111493.625000 Penalty: 4623.032227
	Iteration 3F: 3 clusters Score -1111494 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1111823.375000 Penalty: 4623.032227
	Iteration 4F: 3 clusters Score -1111823 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1112094.000000 Penalty: 4623.032227
	Iteration 5Q: 3 clusters Score -1112094 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1112348.375000 Penalty: 4623.032227
	Iteration 6Q: 3 clusters Score -1112348 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1112556.125000 Penalty: 4623.032227
	Iteration 7Q: 3 clusters Score -1112556 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1112727.375000 Penalty: 4623.032227
	Iteration 8Q: 3 clusters Score -1112727 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1112876.125000 Penalty: 4623.032227
	Iteration 9Q: 3 clusters Score -1112876 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1112994.375000 Penalty: 4623.032227
	Iteration 10Q: 3 clusters Score -1112994 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1113094.875000 Penalty: 4623.032227
	Iteration 11Q: 3 clusters Score -1113095 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1113196.000000 Penalty: 4623.032227
	Iteration 12Q: 3 clusters Score -1113196 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1113290.375000 Penalty: 4623.032227
	Iteration 13Q: 3 clusters Score -1113290 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1113395.500000 Penalty: 4623.032227
	Iteration 14Q: 3 clusters Score -1113396 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1113488.125000 Penalty: 4623.032227
	Iteration 15Q: 3 clusters Score -1113488 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1113548.500000 Penalty: 4623.032227
	Iteration 16Q: 3 clusters Score -1113548 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1113610.125000 Penalty: 4623.032227
	Iteration 17Q: 3 clusters Score -1113610 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1113664.750000 Penalty: 4623.032227
	Iteration 18Q: 3 clusters Score -1113665 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1113723.500000 Penalty: 4623.032227
	Iteration 19Q: 3 clusters Score -1113724 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1113755.875000 Penalty: 4623.032227
	Iteration 20F: 3 clusters Score -1113756 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1113786.500000 Penalty: 4623.032227
	Iteration 21Q: 3 clusters Score -1113786 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1113826.125000 Penalty: 4623.032227
	Iteration 22Q: 3 clusters Score -1113826 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1113866.125000 Penalty: 4623.032227
	Iteration 23Q: 3 clusters Score -1113866 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1113912.625000 Penalty: 4623.032227
	Iteration 24Q: 3 clusters Score -1113913 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1113967.000000 Penalty: 4623.032227
	Iteration 25Q: 3 clusters Score -1113967 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1114018.000000 Penalty: 4623.032227
	Iteration 26Q: 3 clusters Score -1114018 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1114061.000000 Penalty: 4623.032227
	Iteration 27Q: 3 clusters Score -1114061 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1114104.000000 Penalty: 4623.032227
	Iteration 28Q: 3 clusters Score -1114104 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1114146.250000 Penalty: 4623.032227
	Iteration 29Q: 3 clusters Score -1114146 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1114188.875000 Penalty: 4623.032227
	Iteration 30Q: 3 clusters Score -1114189 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1114232.625000 Penalty: 4623.032227
	Iteration 31Q: 3 clusters Score -1114233 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1114276.125000 Penalty: 4623.032227
	Iteration 32Q: 3 clusters Score -1114276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1114307.875000 Penalty: 4623.032227
	Iteration 33Q: 3 clusters Score -1114308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1114342.625000 Penalty: 4623.032227
	Iteration 34Q: 3 clusters Score -1114343 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1114396.375000 Penalty: 4623.032227
	Iteration 35Q: 3 clusters Score -1114396 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1114447.000000 Penalty: 4623.032227
	Iteration 36Q: 3 clusters Score -1114447 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1114493.000000 Penalty: 4623.032227
	Iteration 37Q: 3 clusters Score -1114493 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1114537.000000 Penalty: 4623.032227
	Iteration 38Q: 3 clusters Score -1114537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1114582.000000 Penalty: 4623.032227
	Iteration 39Q: 3 clusters Score -1114582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1114614.625000 Penalty: 4623.032227
	Iteration 40F: 3 clusters Score -1114615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1114647.125000 Penalty: 4623.032227
	Iteration 41Q: 3 clusters Score -1114647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1114666.875000 Penalty: 4623.032227
	Iteration 42Q: 3 clusters Score -1114667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1114686.000000 Penalty: 4623.032227
	Iteration 43Q: 3 clusters Score -1114686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1114700.500000 Penalty: 4623.032227
	Iteration 44Q: 3 clusters Score -1114700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1114715.500000 Penalty: 4623.032227
	Iteration 45Q: 3 clusters Score -1114716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1114723.625000 Penalty: 4623.032227
	Iteration 46Q: 3 clusters Score -1114724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1114740.375000 Penalty: 4623.032227
	Iteration 47Q: 3 clusters Score -1114740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1114752.500000 Penalty: 4623.032227
	Iteration 48Q: 3 clusters Score -1114752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1114764.750000 Penalty: 4623.032227
	Iteration 49Q: 3 clusters Score -1114765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1114771.125000 Penalty: 4623.032227
	Iteration 50Q: 3 clusters Score -1114771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1114783.875000 Penalty: 4623.032227
	Iteration 51Q: 3 clusters Score -1114784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1114798.500000 Penalty: 4623.032227
	Iteration 52Q: 3 clusters Score -1114798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1114814.000000 Penalty: 4623.032227
	Iteration 53Q: 3 clusters Score -1114814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1114826.500000 Penalty: 4623.032227
	Iteration 54Q: 3 clusters Score -1114826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1114836.875000 Penalty: 4623.032227
	Iteration 55Q: 3 clusters Score -1114837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1114850.375000 Penalty: 4623.032227
	Iteration 56Q: 3 clusters Score -1114850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1114858.750000 Penalty: 4623.032227
	Iteration 57Q: 3 clusters Score -1114859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1114866.875000 Penalty: 4623.032227
	Iteration 58Q: 3 clusters Score -1114867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1114882.250000 Penalty: 4623.032227
	Iteration 59Q: 3 clusters Score -1114882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1114896.625000 Penalty: 4623.032227
	Iteration 60F: 3 clusters Score -1114897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1114903.625000 Penalty: 4623.032227
	Iteration 61Q: 3 clusters Score -1114904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1114917.250000 Penalty: 4623.032227
	Iteration 62Q: 3 clusters Score -1114917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1114931.125000 Penalty: 4623.032227
	Iteration 63Q: 3 clusters Score -1114931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1114941.500000 Penalty: 4623.032227
	Iteration 64Q: 3 clusters Score -1114942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1114950.000000 Penalty: 4623.032227
	Iteration 65Q: 3 clusters Score -1114950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1114967.250000 Penalty: 4623.032227
	Iteration 66Q: 3 clusters Score -1114967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1114995.125000 Penalty: 4623.032227
	Iteration 67Q: 3 clusters Score -1114995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1115025.000000 Penalty: 4623.032227
	Iteration 68Q: 3 clusters Score -1115025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1115060.500000 Penalty: 4623.032227
	Iteration 69Q: 3 clusters Score -1115060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1115085.000000 Penalty: 4623.032227
	Iteration 70Q: 3 clusters Score -1115085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1115106.750000 Penalty: 4623.032227
	Iteration 71Q: 3 clusters Score -1115107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1115131.375000 Penalty: 4623.032227
	Iteration 72Q: 3 clusters Score -1115131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1115154.500000 Penalty: 4623.032227
	Iteration 73Q: 3 clusters Score -1115154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1115186.500000 Penalty: 4623.032227
	Iteration 74Q: 3 clusters Score -1115186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1115221.250000 Penalty: 4623.032227
	Iteration 75Q: 3 clusters Score -1115221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1115242.375000 Penalty: 4623.032227
	Iteration 76Q: 3 clusters Score -1115242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1115262.125000 Penalty: 4623.032227
	Iteration 77Q: 3 clusters Score -1115262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1115284.625000 Penalty: 4623.032227
	Iteration 78Q: 3 clusters Score -1115285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1115301.375000 Penalty: 4623.032227
	Iteration 79Q: 3 clusters Score -1115301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1115330.750000 Penalty: 4623.032227
	Iteration 80F: 3 clusters Score -1115331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1115357.875000 Penalty: 4623.032227
	Iteration 81Q: 3 clusters Score -1115358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1115382.875000 Penalty: 4623.032227
	Iteration 82Q: 3 clusters Score -1115383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1115417.250000 Penalty: 4623.032227
	Iteration 83Q: 3 clusters Score -1115417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1115442.250000 Penalty: 4623.032227
	Iteration 84Q: 3 clusters Score -1115442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1115459.875000 Penalty: 4623.032227
	Iteration 85Q: 3 clusters Score -1115460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1115476.000000 Penalty: 4623.032227
	Iteration 86Q: 3 clusters Score -1115476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1115493.500000 Penalty: 4623.032227
	Iteration 87Q: 3 clusters Score -1115494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1115505.375000 Penalty: 4623.032227
	Iteration 88Q: 3 clusters Score -1115505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1115513.750000 Penalty: 4623.032227
	Iteration 89Q: 3 clusters Score -1115514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1115525.000000 Penalty: 4623.032227
	Iteration 90Q: 3 clusters Score -1115525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1115527.500000 Penalty: 4623.032227
	Iteration 91Q: 3 clusters Score -1115528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1115534.625000 Penalty: 4623.032227
	Iteration 92Q: 3 clusters Score -1115535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1115538.250000 Penalty: 4623.032227
	Iteration 93Q: 3 clusters Score -1115538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1115545.500000 Penalty: 4623.032227
	Iteration 94Q: 3 clusters Score -1115546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1115548.875000 Penalty: 4623.032227
	Iteration 95Q: 3 clusters Score -1115549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1115556.750000 Penalty: 4623.032227
	Iteration 96Q: 3 clusters Score -1115557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1115557.375000 Penalty: 4623.032227
	Iteration 97Q: 3 clusters Score -1115557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1115561.750000 Penalty: 4623.032227
	Iteration 98Q: 3 clusters Score -1115562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1115565.125000 Penalty: 4623.032227
	Iteration 99Q: 3 clusters Score -1115565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1115568.125000 Penalty: 4623.032227
	Iteration 100F: 3 clusters Score -1115568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1115579.125000 Penalty: 4623.032227
	Iteration 101Q: 3 clusters Score -1115579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1115589.250000 Penalty: 4623.032227
	Iteration 102Q: 3 clusters Score -1115589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1115600.875000 Penalty: 4623.032227
	Iteration 103Q: 3 clusters Score -1115601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1115620.250000 Penalty: 4623.032227
	Iteration 104Q: 3 clusters Score -1115620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1115641.750000 Penalty: 4623.032227
	Iteration 105Q: 3 clusters Score -1115642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1115666.125000 Penalty: 4623.032227
	Iteration 106Q: 3 clusters Score -1115666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1115684.750000 Penalty: 4623.032227
	Iteration 107Q: 3 clusters Score -1115685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1115708.625000 Penalty: 4623.032227
	Iteration 108Q: 3 clusters Score -1115709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1115732.625000 Penalty: 4623.032227
	Iteration 109Q: 3 clusters Score -1115733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1115745.375000 Penalty: 4623.032227
	Iteration 110Q: 3 clusters Score -1115745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1115754.500000 Penalty: 4623.032227
	Iteration 111Q: 3 clusters Score -1115754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1115767.500000 Penalty: 4623.032227
	Iteration 112Q: 3 clusters Score -1115768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1115771.000000 Penalty: 4623.032227
	Iteration 113Q: 3 clusters Score -1115771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1115777.750000 Penalty: 4623.032227
	Iteration 114Q: 3 clusters Score -1115778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1115780.875000 Penalty: 4623.032227
	Iteration 115Q: 3 clusters Score -1115781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1115784.125000 Penalty: 4623.032227
	Iteration 116Q: 3 clusters Score -1115784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1115785.750000 Penalty: 4623.032227
	Iteration 117Q: 3 clusters Score -1115786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1115784.750000 Penalty: 4623.032227
	Iteration 118Q: 3 clusters Score -1115785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1115795.500000 Penalty: 4623.032227
	Iteration 119F: 3 clusters Score -1115796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1115807.750000 Penalty: 4623.032227
	Iteration 120F: 3 clusters Score -1115808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1115819.125000 Penalty: 4623.032227
	Iteration 121Q: 3 clusters Score -1115819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1115830.000000 Penalty: 4623.032227
	Iteration 122Q: 3 clusters Score -1115830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1115843.000000 Penalty: 4623.032227
	Iteration 123Q: 3 clusters Score -1115843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1115855.500000 Penalty: 4623.032227
	Iteration 124Q: 3 clusters Score -1115856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1115867.000000 Penalty: 4623.032227
	Iteration 125Q: 3 clusters Score -1115867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1115878.500000 Penalty: 4623.032227
	Iteration 126Q: 3 clusters Score -1115878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1115890.500000 Penalty: 4623.032227
	Iteration 127Q: 3 clusters Score -1115890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1115898.625000 Penalty: 4623.032227
	Iteration 128Q: 3 clusters Score -1115899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1115903.750000 Penalty: 4623.032227
	Iteration 129Q: 3 clusters Score -1115904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1115908.875000 Penalty: 4623.032227
	Iteration 130Q: 3 clusters Score -1115909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1115910.500000 Penalty: 4623.032227
	Iteration 131Q: 3 clusters Score -1115910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1115912.625000 Penalty: 4623.032227
	Iteration 132Q: 3 clusters Score -1115913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1115914.000000 Penalty: 4623.032227
	Iteration 133Q: 3 clusters Score -1115914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1115915.125000 Penalty: 4623.032227
	Iteration 134Q: 3 clusters Score -1115915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1115916.375000 Penalty: 4623.032227
	Iteration 135Q: 3 clusters Score -1115916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1115917.375000 Penalty: 4623.032227
	Iteration 136Q: 3 clusters Score -1115917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1115917.875000 Penalty: 4623.032227
	Iteration 137Q: 3 clusters Score -1115918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1115918.500000 Penalty: 4623.032227
	Iteration 138Q: 3 clusters Score -1115918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1115918.500000 Penalty: 4623.032227
	Iteration 139F: 3 clusters Score -1115918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Entering Unmasked Estep 
Score: -2583787.000000 Penalty: 2513.065430
	Iteration 0F: 2 clusters Score -2583787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2566323.750000 Penalty: 5026.130859
	Iteration 0F: 3 clusters Score -2566324 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2572495.000000 Penalty: 5026.130859
	Iteration 1F: 3 clusters Score -2572495 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2572939.250000 Penalty: 5026.130859
	Iteration 2F: 3 clusters Score -2572939 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2573303.750000 Penalty: 5026.130859
	Iteration 3Q: 3 clusters Score -2573304 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2573649.000000 Penalty: 5026.130859
	Iteration 4Q: 3 clusters Score -2573649 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2573949.000000 Penalty: 5026.130859
	Iteration 5Q: 3 clusters Score -2573949 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2574176.500000 Penalty: 5026.130859
	Iteration 6Q: 3 clusters Score -2574176 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2574397.750000 Penalty: 5026.130859
	Iteration 7Q: 3 clusters Score -2574398 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2574618.500000 Penalty: 5026.130859
	Iteration 8Q: 3 clusters Score -2574618 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2574862.750000 Penalty: 5026.130859
	Iteration 9Q: 3 clusters Score -2574863 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2575140.250000 Penalty: 5026.130859
	Iteration 10Q: 3 clusters Score -2575140 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2575429.000000 Penalty: 5026.130859
	Iteration 11Q: 3 clusters Score -2575429 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2575795.750000 Penalty: 5026.130859
	Iteration 12Q: 3 clusters Score -2575796 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2576272.500000 Penalty: 5026.130859
	Iteration 13Q: 3 clusters Score -2576272 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2576871.000000 Penalty: 5026.130859
	Iteration 14Q: 3 clusters Score -2576871 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2577495.250000 Penalty: 5026.130859
	Iteration 15Q: 3 clusters Score -2577495 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2577968.750000 Penalty: 5026.130859
	Iteration 16Q: 3 clusters Score -2577969 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2578243.250000 Penalty: 5026.130859
	Iteration 17Q: 3 clusters Score -2578243 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2578395.250000 Penalty: 5026.130859
	Iteration 18Q: 3 clusters Score -2578395 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2578501.750000 Penalty: 5026.130859
	Iteration 19Q: 3 clusters Score -2578502 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2578570.000000 Penalty: 5026.130859
	Iteration 20F: 3 clusters Score -2578570 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2578615.000000 Penalty: 5026.130859
	Iteration 21Q: 3 clusters Score -2578615 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2578679.750000 Penalty: 5026.130859
	Iteration 22Q: 3 clusters Score -2578680 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2578716.250000 Penalty: 5026.130859
	Iteration 23Q: 3 clusters Score -2578716 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2578757.250000 Penalty: 5026.130859
	Iteration 24Q: 3 clusters Score -2578757 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2578790.500000 Penalty: 5026.130859
	Iteration 25Q: 3 clusters Score -2578790 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2578827.000000 Penalty: 5026.130859
	Iteration 26Q: 3 clusters Score -2578827 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2578869.750000 Penalty: 5026.130859
	Iteration 27Q: 3 clusters Score -2578870 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2578888.250000 Penalty: 5026.130859
	Iteration 28Q: 3 clusters Score -2578888 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2578912.250000 Penalty: 5026.130859
	Iteration 29Q: 3 clusters Score -2578912 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2578940.000000 Penalty: 5026.130859
	Iteration 30Q: 3 clusters Score -2578940 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2578968.000000 Penalty: 5026.130859
	Iteration 31Q: 3 clusters Score -2578968 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2578980.250000 Penalty: 5026.130859
	Iteration 32Q: 3 clusters Score -2578980 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2579012.500000 Penalty: 5026.130859
	Iteration 33Q: 3 clusters Score -2579012 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2579031.750000 Penalty: 5026.130859
	Iteration 34Q: 3 clusters Score -2579032 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2579036.250000 Penalty: 5026.130859
	Iteration 35Q: 3 clusters Score -2579036 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2579066.250000 Penalty: 5026.130859
	Iteration 36Q: 3 clusters Score -2579066 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2579084.500000 Penalty: 5026.130859
	Iteration 37Q: 3 clusters Score -2579084 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2579097.750000 Penalty: 5026.130859
	Iteration 38Q: 3 clusters Score -2579098 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2579113.000000 Penalty: 5026.130859
	Iteration 39Q: 3 clusters Score -2579113 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2579124.000000 Penalty: 5026.130859
	Iteration 40F: 3 clusters Score -2579124 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2579145.750000 Penalty: 5026.130859
	Iteration 41Q: 3 clusters Score -2579146 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2579173.000000 Penalty: 5026.130859
	Iteration 42Q: 3 clusters Score -2579173 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2579201.500000 Penalty: 5026.130859
	Iteration 43Q: 3 clusters Score -2579202 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2579208.000000 Penalty: 5026.130859
	Iteration 44Q: 3 clusters Score -2579208 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2579224.250000 Penalty: 5026.130859
	Iteration 45Q: 3 clusters Score -2579224 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2579223.750000 Penalty: 5026.130859
	Iteration 46Q: 3 clusters Score -2579224 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2579246.500000 Penalty: 5026.130859
	Iteration 47Q: 3 clusters Score -2579246 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2579257.500000 Penalty: 5026.130859
	Iteration 48Q: 3 clusters Score -2579258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2579269.500000 Penalty: 5026.130859
	Iteration 49Q: 3 clusters Score -2579270 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2579280.750000 Penalty: 5026.130859
	Iteration 50Q: 3 clusters Score -2579281 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2579290.500000 Penalty: 5026.130859
	Iteration 51Q: 3 clusters Score -2579290 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2579299.250000 Penalty: 5026.130859
	Iteration 52Q: 3 clusters Score -2579299 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2579321.000000 Penalty: 5026.130859
	Iteration 53Q: 3 clusters Score -2579321 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2579333.750000 Penalty: 5026.130859
	Iteration 54Q: 3 clusters Score -2579334 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2579352.500000 Penalty: 5026.130859
	Iteration 55Q: 3 clusters Score -2579352 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2579373.500000 Penalty: 5026.130859
	Iteration 56Q: 3 clusters Score -2579374 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2579392.500000 Penalty: 5026.130859
	Iteration 57Q: 3 clusters Score -2579392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2579418.250000 Penalty: 5026.130859
	Iteration 58Q: 3 clusters Score -2579418 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2579449.500000 Penalty: 5026.130859
	Iteration 59Q: 3 clusters Score -2579450 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2579474.500000 Penalty: 5026.130859
	Iteration 60F: 3 clusters Score -2579474 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2579501.250000 Penalty: 5026.130859
	Iteration 61Q: 3 clusters Score -2579501 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2579530.250000 Penalty: 5026.130859
	Iteration 62Q: 3 clusters Score -2579530 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2579578.500000 Penalty: 5026.130859
	Iteration 63Q: 3 clusters Score -2579578 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2579633.500000 Penalty: 5026.130859
	Iteration 64Q: 3 clusters Score -2579634 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2579690.500000 Penalty: 5026.130859
	Iteration 65Q: 3 clusters Score -2579690 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2579750.750000 Penalty: 5026.130859
	Iteration 66Q: 3 clusters Score -2579751 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2579823.750000 Penalty: 5026.130859
	Iteration 67Q: 3 clusters Score -2579824 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2579881.750000 Penalty: 5026.130859
	Iteration 68Q: 3 clusters Score -2579882 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2579948.250000 Penalty: 5026.130859
	Iteration 69Q: 3 clusters Score -2579948 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2580001.000000 Penalty: 5026.130859
	Iteration 70Q: 3 clusters Score -2580001 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2580065.000000 Penalty: 5026.130859
	Iteration 71Q: 3 clusters Score -2580065 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2580120.500000 Penalty: 5026.130859
	Iteration 72Q: 3 clusters Score -2580120 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2580181.500000 Penalty: 5026.130859
	Iteration 73Q: 3 clusters Score -2580182 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2580243.750000 Penalty: 5026.130859
	Iteration 74Q: 3 clusters Score -2580244 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2580312.000000 Penalty: 5026.130859
	Iteration 75Q: 3 clusters Score -2580312 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2580404.000000 Penalty: 5026.130859
	Iteration 76Q: 3 clusters Score -2580404 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2580467.500000 Penalty: 5026.130859
	Iteration 77Q: 3 clusters Score -2580468 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2580533.250000 Penalty: 5026.130859
	Iteration 78Q: 3 clusters Score -2580533 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2580581.000000 Penalty: 5026.130859
	Iteration 79Q: 3 clusters Score -2580581 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2580625.000000 Penalty: 5026.130859
	Iteration 80F: 3 clusters Score -2580625 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2580672.000000 Penalty: 5026.130859
	Iteration 81Q: 3 clusters Score -2580672 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2580724.500000 Penalty: 5026.130859
	Iteration 82Q: 3 clusters Score -2580724 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2580780.250000 Penalty: 5026.130859
	Iteration 83Q: 3 clusters Score -2580780 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2580822.750000 Penalty: 5026.130859
	Iteration 84Q: 3 clusters Score -2580823 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2580873.000000 Penalty: 5026.130859
	Iteration 85Q: 3 clusters Score -2580873 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2580926.750000 Penalty: 5026.130859
	Iteration 86Q: 3 clusters Score -2580927 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2580988.750000 Penalty: 5026.130859
	Iteration 87Q: 3 clusters Score -2580989 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2581037.250000 Penalty: 5026.130859
	Iteration 88Q: 3 clusters Score -2581037 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2581071.500000 Penalty: 5026.130859
	Iteration 89Q: 3 clusters Score -2581072 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2581114.750000 Penalty: 5026.130859
	Iteration 90Q: 3 clusters Score -2581115 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2581145.750000 Penalty: 5026.130859
	Iteration 91Q: 3 clusters Score -2581146 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2581168.000000 Penalty: 5026.130859
	Iteration 92Q: 3 clusters Score -2581168 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2581206.000000 Penalty: 5026.130859
	Iteration 93Q: 3 clusters Score -2581206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2581247.500000 Penalty: 5026.130859
	Iteration 94Q: 3 clusters Score -2581248 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2581281.750000 Penalty: 5026.130859
	Iteration 95Q: 3 clusters Score -2581282 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2581309.750000 Penalty: 5026.130859
	Iteration 96Q: 3 clusters Score -2581310 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2581352.000000 Penalty: 5026.130859
	Iteration 97Q: 3 clusters Score -2581352 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2581378.000000 Penalty: 5026.130859
	Iteration 98Q: 3 clusters Score -2581378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2581415.250000 Penalty: 5026.130859
	Iteration 99Q: 3 clusters Score -2581415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2581440.500000 Penalty: 5026.130859
	Iteration 100F: 3 clusters Score -2581440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2581467.250000 Penalty: 5026.130859
	Iteration 101Q: 3 clusters Score -2581467 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2581491.250000 Penalty: 5026.130859
	Iteration 102Q: 3 clusters Score -2581491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2581501.500000 Penalty: 5026.130859
	Iteration 103Q: 3 clusters Score -2581502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2581508.000000 Penalty: 5026.130859
	Iteration 104Q: 3 clusters Score -2581508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2581518.750000 Penalty: 5026.130859
	Iteration 105Q: 3 clusters Score -2581519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2581526.000000 Penalty: 5026.130859
	Iteration 106Q: 3 clusters Score -2581526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2581535.500000 Penalty: 5026.130859
	Iteration 107Q: 3 clusters Score -2581536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2581538.000000 Penalty: 5026.130859
	Iteration 108Q: 3 clusters Score -2581538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2581545.500000 Penalty: 5026.130859
	Iteration 109Q: 3 clusters Score -2581546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2581552.750000 Penalty: 5026.130859
	Iteration 110Q: 3 clusters Score -2581553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2581558.500000 Penalty: 5026.130859
	Iteration 111Q: 3 clusters Score -2581558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2581561.000000 Penalty: 5026.130859
	Iteration 112Q: 3 clusters Score -2581561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2581567.500000 Penalty: 5026.130859
	Iteration 113Q: 3 clusters Score -2581568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2581572.000000 Penalty: 5026.130859
	Iteration 114Q: 3 clusters Score -2581572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2581577.750000 Penalty: 5026.130859
	Iteration 115Q: 3 clusters Score -2581578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2581580.000000 Penalty: 5026.130859
	Iteration 116Q: 3 clusters Score -2581580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2581582.500000 Penalty: 5026.130859
	Iteration 117Q: 3 clusters Score -2581582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2581591.250000 Penalty: 5026.130859
	Iteration 118Q: 3 clusters Score -2581591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2581599.500000 Penalty: 5026.130859
	Iteration 119Q: 3 clusters Score -2581600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2581611.000000 Penalty: 5026.130859
	Iteration 120F: 3 clusters Score -2581611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2581618.250000 Penalty: 5026.130859
	Iteration 121Q: 3 clusters Score -2581618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2581631.750000 Penalty: 5026.130859
	Iteration 122Q: 3 clusters Score -2581632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2581635.500000 Penalty: 5026.130859
	Iteration 123Q: 3 clusters Score -2581636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2581636.250000 Penalty: 5026.130859
	Iteration 124Q: 3 clusters Score -2581636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2581634.500000 Penalty: 5026.130859
	Iteration 125Q: 3 clusters Score -2581634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2581639.500000 Penalty: 5026.130859
	Iteration 126Q: 3 clusters Score -2581640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2581636.500000 Penalty: 5026.130859
	Iteration 127Q: 3 clusters Score -2581636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2581638.500000 Penalty: 5026.130859
	Iteration 128Q: 3 clusters Score -2581638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2581639.250000 Penalty: 5026.130859
	Iteration 129Q: 3 clusters Score -2581639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2581642.750000 Penalty: 5026.130859
	Iteration 130Q: 3 clusters Score -2581643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2581644.250000 Penalty: 5026.130859
	Iteration 131Q: 3 clusters Score -2581644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2581647.500000 Penalty: 5026.130859
	Iteration 132Q: 3 clusters Score -2581648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2581647.750000 Penalty: 5026.130859
	Iteration 133Q: 3 clusters Score -2581648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2581645.500000 Penalty: 5026.130859
	Iteration 134Q: 3 clusters Score -2581646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2581648.250000 Penalty: 5026.130859
	Iteration 135Q: 3 clusters Score -2581648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2581645.750000 Penalty: 5026.130859
	Iteration 136Q: 3 clusters Score -2581646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2581645.000000 Penalty: 5026.130859
	Iteration 137Q: 3 clusters Score -2581645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2581651.000000 Penalty: 5026.130859
	Iteration 138Q: 3 clusters Score -2581651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2581649.000000 Penalty: 5026.130859
	Iteration 139Q: 3 clusters Score -2581649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2581649.750000 Penalty: 5026.130859
	Iteration 140F: 3 clusters Score -2581650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2581650.250000 Penalty: 5026.130859
	Iteration 141Q: 3 clusters Score -2581650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2581650.000000 Penalty: 5026.130859
	Iteration 142Q: 3 clusters Score -2581650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2581649.500000 Penalty: 5026.130859
	Iteration 143Q: 3 clusters Score -2581650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2581649.500000 Penalty: 5026.130859
	Iteration 144F: 3 clusters Score -2581650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Entering Unmasked Estep 
Score: -1529964.375000 Penalty: 2394.557617
	Iteration 0F: 2 clusters Score -1529964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1518763.625000 Penalty: 4789.115234
	Iteration 0F: 3 clusters Score -1518764 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1522445.625000 Penalty: 4789.115234
	Iteration 1F: 3 clusters Score -1522446 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1522890.500000 Penalty: 4789.115234
	Iteration 2F: 3 clusters Score -1522890 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1523297.750000 Penalty: 4789.115234
	Iteration 3F: 3 clusters Score -1523298 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1523675.375000 Penalty: 4789.115234
	Iteration 4Q: 3 clusters Score -1523675 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1524033.500000 Penalty: 4789.115234
	Iteration 5Q: 3 clusters Score -1524034 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1524361.875000 Penalty: 4789.115234
	Iteration 6Q: 3 clusters Score -1524362 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1524676.875000 Penalty: 4789.115234
	Iteration 7Q: 3 clusters Score -1524677 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1525031.500000 Penalty: 4789.115234
	Iteration 8Q: 3 clusters Score -1525032 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1525319.375000 Penalty: 4789.115234
	Iteration 9Q: 3 clusters Score -1525319 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1525589.500000 Penalty: 4789.115234
	Iteration 10Q: 3 clusters Score -1525590 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1525854.250000 Penalty: 4789.115234
	Iteration 11Q: 3 clusters Score -1525854 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1526069.125000 Penalty: 4789.115234
	Iteration 12Q: 3 clusters Score -1526069 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1526275.000000 Penalty: 4789.115234
	Iteration 13Q: 3 clusters Score -1526275 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1526470.875000 Penalty: 4789.115234
	Iteration 14Q: 3 clusters Score -1526471 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1526668.500000 Penalty: 4789.115234
	Iteration 15Q: 3 clusters Score -1526668 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1526878.875000 Penalty: 4789.115234
	Iteration 16Q: 3 clusters Score -1526879 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1527043.750000 Penalty: 4789.115234
	Iteration 17Q: 3 clusters Score -1527044 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1527206.750000 Penalty: 4789.115234
	Iteration 18Q: 3 clusters Score -1527207 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1527368.000000 Penalty: 4789.115234
	Iteration 19Q: 3 clusters Score -1527368 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1527515.250000 Penalty: 4789.115234
	Iteration 20F: 3 clusters Score -1527515 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1527634.875000 Penalty: 4789.115234
	Iteration 21Q: 3 clusters Score -1527635 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1527729.750000 Penalty: 4789.115234
	Iteration 22Q: 3 clusters Score -1527730 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1527818.125000 Penalty: 4789.115234
	Iteration 23Q: 3 clusters Score -1527818 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1527871.250000 Penalty: 4789.115234
	Iteration 24Q: 3 clusters Score -1527871 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1527931.875000 Penalty: 4789.115234
	Iteration 25Q: 3 clusters Score -1527932 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1527974.875000 Penalty: 4789.115234
	Iteration 26Q: 3 clusters Score -1527975 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1528009.125000 Penalty: 4789.115234
	Iteration 27Q: 3 clusters Score -1528009 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1528038.500000 Penalty: 4789.115234
	Iteration 28Q: 3 clusters Score -1528038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1528059.500000 Penalty: 4789.115234
	Iteration 29Q: 3 clusters Score -1528060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1528076.875000 Penalty: 4789.115234
	Iteration 30Q: 3 clusters Score -1528077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1528094.125000 Penalty: 4789.115234
	Iteration 31Q: 3 clusters Score -1528094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1528108.375000 Penalty: 4789.115234
	Iteration 32Q: 3 clusters Score -1528108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1528117.250000 Penalty: 4789.115234
	Iteration 33Q: 3 clusters Score -1528117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1528131.500000 Penalty: 4789.115234
	Iteration 34Q: 3 clusters Score -1528132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1528139.000000 Penalty: 4789.115234
	Iteration 35Q: 3 clusters Score -1528139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1528145.250000 Penalty: 4789.115234
	Iteration 36Q: 3 clusters Score -1528145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1528148.500000 Penalty: 4789.115234
	Iteration 37Q: 3 clusters Score -1528148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1528153.375000 Penalty: 4789.115234
	Iteration 38Q: 3 clusters Score -1528153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1528158.500000 Penalty: 4789.115234
	Iteration 39Q: 3 clusters Score -1528158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1528165.375000 Penalty: 4789.115234
	Iteration 40F: 3 clusters Score -1528165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1528175.000000 Penalty: 4789.115234
	Iteration 41Q: 3 clusters Score -1528175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1528180.125000 Penalty: 4789.115234
	Iteration 42Q: 3 clusters Score -1528180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1528188.500000 Penalty: 4789.115234
	Iteration 43Q: 3 clusters Score -1528188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1528193.500000 Penalty: 4789.115234
	Iteration 44Q: 3 clusters Score -1528194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1528199.625000 Penalty: 4789.115234
	Iteration 45Q: 3 clusters Score -1528200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1528199.875000 Penalty: 4789.115234
	Iteration 46Q: 3 clusters Score -1528200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1528204.875000 Penalty: 4789.115234
	Iteration 47Q: 3 clusters Score -1528205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1528210.375000 Penalty: 4789.115234
	Iteration 48Q: 3 clusters Score -1528210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1528212.250000 Penalty: 4789.115234
	Iteration 49Q: 3 clusters Score -1528212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1528211.500000 Penalty: 4789.115234
	Iteration 50Q: 3 clusters Score -1528212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1528211.750000 Penalty: 4789.115234
	Iteration 51Q: 3 clusters Score -1528212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1528211.750000 Penalty: 4789.115234
	Iteration 52F: 3 clusters Score -1528212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (197898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197898 members 
Entering Unmasked Estep 
Score: -19953054.000000 Penalty: 3024.485840
	Iteration 0F: 2 clusters Score -1.995305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 99138 members 
Entering Unmasked Estep 
Score: -19820758.000000 Penalty: 6048.971680
	Iteration 0F: 3 clusters Score -1.982076e+07 nChanged 95217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94641 members 
Mstep: Class 2 contains 103257 members 
Entering Unmasked Estep 
Score: -19876484.000000 Penalty: 6048.971680
	Iteration 1F: 3 clusters Score -1.987648e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Mstep: Class 2 contains 105818 members 
Entering Unmasked Estep 
Score: -19878122.000000 Penalty: 6048.971680
	Iteration 2Q: 3 clusters Score -1.987812e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 109777 members 
Entering Unmasked Estep 
Score: -19880326.000000 Penalty: 6048.971680
	Iteration 3Q: 3 clusters Score -1.988033e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 115733 members 
Entering Unmasked Estep 
Score: -19883862.000000 Penalty: 6048.971680
	Iteration 4Q: 3 clusters Score -1.988386e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 123962 members 
Entering Unmasked Estep 
Score: -19889242.000000 Penalty: 6048.971680
	Iteration 5F: 3 clusters Score -1.988924e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 134787 members 
Entering Unmasked Estep 
Score: -19897518.000000 Penalty: 6048.971680
	Iteration 6F: 3 clusters Score -1.989752e+07 nChanged 13961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 147360 members 
Entering Unmasked Estep 
Score: -19908502.000000 Penalty: 6048.971680
	Iteration 7F: 3 clusters Score -1.99085e+07 nChanged 13292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 159620 members 
Entering Unmasked Estep 
Score: -19919688.000000 Penalty: 6048.971680
	Iteration 8F: 3 clusters Score -1.991969e+07 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 169320 members 
Entering Unmasked Estep 
Score: -19928738.000000 Penalty: 6048.971680
	Iteration 9F: 3 clusters Score -1.992874e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 176025 members 
Entering Unmasked Estep 
Score: -19934856.000000 Penalty: 6048.971680
	Iteration 10Q: 3 clusters Score -1.993486e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 180527 members 
Entering Unmasked Estep 
Score: -19938740.000000 Penalty: 6048.971680
	Iteration 11Q: 3 clusters Score -1.993874e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 183616 members 
Entering Unmasked Estep 
Score: -19941316.000000 Penalty: 6048.971680
	Iteration 12Q: 3 clusters Score -1.994132e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 186048 members 
Entering Unmasked Estep 
Score: -19943272.000000 Penalty: 6048.971680
	Iteration 13Q: 3 clusters Score -1.994327e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 187986 members 
Entering Unmasked Estep 
Score: -19944738.000000 Penalty: 6048.971680
	Iteration 14Q: 3 clusters Score -1.994474e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 189585 members 
Entering Unmasked Estep 
Score: -19945726.000000 Penalty: 6048.971680
	Iteration 15Q: 3 clusters Score -1.994573e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 190929 members 
Entering Unmasked Estep 
Score: -19946606.000000 Penalty: 6048.971680
	Iteration 16Q: 3 clusters Score -1.994661e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 192098 members 
Entering Unmasked Estep 
Score: -19947300.000000 Penalty: 6048.971680
	Iteration 17Q: 3 clusters Score -1.99473e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 193033 members 
Entering Unmasked Estep 
Score: -19947778.000000 Penalty: 6048.971680
	Iteration 18Q: 3 clusters Score -1.994778e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 193900 members 
Entering Unmasked Estep 
Score: -19948320.000000 Penalty: 6048.971680
	Iteration 19Q: 3 clusters Score -1.994832e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 194578 members 
Entering Unmasked Estep 
Score: -19948742.000000 Penalty: 6048.971680
	Iteration 20F: 3 clusters Score -1.994874e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 195156 members 
Entering Unmasked Estep 
Score: -19949102.000000 Penalty: 6048.971680
	Iteration 21Q: 3 clusters Score -1.99491e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 195635 members 
Entering Unmasked Estep 
Score: -19949444.000000 Penalty: 6048.971680
	Iteration 22Q: 3 clusters Score -1.994944e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 196025 members 
Entering Unmasked Estep 
Score: -19949730.000000 Penalty: 6048.971680
	Iteration 23Q: 3 clusters Score -1.994973e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 196315 members 
Entering Unmasked Estep 
Score: -19949896.000000 Penalty: 6048.971680
	Iteration 24Q: 3 clusters Score -1.99499e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 196535 members 
Entering Unmasked Estep 
Score: -19950060.000000 Penalty: 6048.971680
	Iteration 25Q: 3 clusters Score -1.995006e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 196697 members 
Entering Unmasked Estep 
Score: -19950140.000000 Penalty: 6048.971680
	Iteration 26Q: 3 clusters Score -1.995014e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 196811 members 
Entering Unmasked Estep 
Score: -19950228.000000 Penalty: 6048.971680
	Iteration 27Q: 3 clusters Score -1.995023e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 196892 members 
Entering Unmasked Estep 
Score: -19950302.000000 Penalty: 6048.971680
	Iteration 28Q: 3 clusters Score -1.99503e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 196945 members 
Entering Unmasked Estep 
Score: -19950344.000000 Penalty: 6048.971680
	Iteration 29Q: 3 clusters Score -1.995034e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 196979 members 
Entering Unmasked Estep 
Score: -19950368.000000 Penalty: 6048.971680
	Iteration 30Q: 3 clusters Score -1.995037e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 197004 members 
Entering Unmasked Estep 
Score: -19950386.000000 Penalty: 6048.971680
	Iteration 31Q: 3 clusters Score -1.995039e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 197038 members 
Entering Unmasked Estep 
Score: -19950434.000000 Penalty: 6048.971680
	Iteration 32Q: 3 clusters Score -1.995043e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 197056 members 
Entering Unmasked Estep 
Score: -19950416.000000 Penalty: 6048.971680
	Iteration 33Q: 3 clusters Score -1.995042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 197074 members 
Entering Unmasked Estep 
Score: -19950440.000000 Penalty: 6048.971680
	Iteration 34Q: 3 clusters Score -1.995044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 197088 members 
Entering Unmasked Estep 
Score: -19950424.000000 Penalty: 6048.971680
	Iteration 35Q: 3 clusters Score -1.995042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 197106 members 
Entering Unmasked Estep 
Score: -19950442.000000 Penalty: 6048.971680
	Iteration 36Q: 3 clusters Score -1.995044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 197120 members 
Entering Unmasked Estep 
Score: -19950458.000000 Penalty: 6048.971680
	Iteration 37Q: 3 clusters Score -1.995046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 197130 members 
Entering Unmasked Estep 
Score: -19950464.000000 Penalty: 6048.971680
	Iteration 38Q: 3 clusters Score -1.995046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 197139 members 
Entering Unmasked Estep 
Score: -19950466.000000 Penalty: 6048.971680
	Iteration 39Q: 3 clusters Score -1.995047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 197147 members 
Entering Unmasked Estep 
Score: -19950464.000000 Penalty: 6048.971680
	Iteration 40F: 3 clusters Score -1.995046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 197153 members 
Entering Unmasked Estep 
Score: -19950462.000000 Penalty: 6048.971680
	Iteration 41Q: 3 clusters Score -1.995046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 197161 members 
Entering Unmasked Estep 
Score: -19950486.000000 Penalty: 6048.971680
	Iteration 42Q: 3 clusters Score -1.995049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 197175 members 
Entering Unmasked Estep 
Score: -19950494.000000 Penalty: 6048.971680
	Iteration 43Q: 3 clusters Score -1.995049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 197184 members 
Entering Unmasked Estep 
Score: -19950514.000000 Penalty: 6048.971680
	Iteration 44Q: 3 clusters Score -1.995051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 197191 members 
Entering Unmasked Estep 
Score: -19950508.000000 Penalty: 6048.971680
	Iteration 45Q: 3 clusters Score -1.995051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 197193 members 
Entering Unmasked Estep 
Score: -19950516.000000 Penalty: 6048.971680
	Iteration 46Q: 3 clusters Score -1.995052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 197201 members 
Entering Unmasked Estep 
Score: -19950496.000000 Penalty: 6048.971680
	Iteration 47Q: 3 clusters Score -1.99505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 197207 members 
Entering Unmasked Estep 
Score: -19950512.000000 Penalty: 6048.971680
	Iteration 48Q: 3 clusters Score -1.995051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 197211 members 
Entering Unmasked Estep 
Score: -19950516.000000 Penalty: 6048.971680
	Iteration 49Q: 3 clusters Score -1.995052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 197212 members 
Entering Unmasked Estep 
Score: -19950506.000000 Penalty: 6048.971680
	Iteration 50Q: 3 clusters Score -1.995051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 197215 members 
Entering Unmasked Estep 
Score: -19950494.000000 Penalty: 6048.971680
	Iteration 51Q: 3 clusters Score -1.995049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 197218 members 
Entering Unmasked Estep 
Score: -19950496.000000 Penalty: 6048.971680
	Iteration 52Q: 3 clusters Score -1.99505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 197220 members 
Entering Unmasked Estep 
Score: -19950512.000000 Penalty: 6048.971680
	Iteration 53Q: 3 clusters Score -1.995051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 197223 members 
Entering Unmasked Estep 
Score: -19950522.000000 Penalty: 6048.971680
	Iteration 54Q: 3 clusters Score -1.995052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 197226 members 
Entering Unmasked Estep 
Score: -19950528.000000 Penalty: 6048.971680
	Iteration 55Q: 3 clusters Score -1.995053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 197232 members 
Entering Unmasked Estep 
Score: -19950526.000000 Penalty: 6048.971680
	Iteration 56Q: 3 clusters Score -1.995053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 197237 members 
Entering Unmasked Estep 
Score: -19950532.000000 Penalty: 6048.971680
	Iteration 57Q: 3 clusters Score -1.995053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 197239 members 
Entering Unmasked Estep 
Score: -19950526.000000 Penalty: 6048.971680
	Iteration 58Q: 3 clusters Score -1.995053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 197241 members 
Entering Unmasked Estep 
Score: -19950528.000000 Penalty: 6048.971680
	Iteration 59Q: 3 clusters Score -1.995053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 197242 members 
Entering Unmasked Estep 
Score: -19950534.000000 Penalty: 6048.971680
	Iteration 60F: 3 clusters Score -1.995053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Entering Unmasked Estep 
Score: -3593137.250000 Penalty: 2622.992920
	Iteration 0F: 2 clusters Score -3593137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -3566572.500000 Penalty: 5245.985840
	Iteration 0F: 3 clusters Score -3566572 nChanged 17798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3576754.250000 Penalty: 5245.985840
	Iteration 1F: 3 clusters Score -3576754 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -3577814.250000 Penalty: 5245.985840
	Iteration 2F: 3 clusters Score -3577814 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3579223.000000 Penalty: 5245.985840
	Iteration 3F: 3 clusters Score -3579223 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3581217.250000 Penalty: 5245.985840
	Iteration 4F: 3 clusters Score -3581217 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3583680.750000 Penalty: 5245.985840
	Iteration 5F: 3 clusters Score -3583681 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3586226.250000 Penalty: 5245.985840
	Iteration 6F: 3 clusters Score -3586226 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -3588106.000000 Penalty: 5245.985840
	Iteration 7F: 3 clusters Score -3588106 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3589202.000000 Penalty: 5245.985840
	Iteration 8Q: 3 clusters Score -3589202 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3589824.500000 Penalty: 5245.985840
	Iteration 9Q: 3 clusters Score -3589824 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3590197.750000 Penalty: 5245.985840
	Iteration 10Q: 3 clusters Score -3590198 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3590447.250000 Penalty: 5245.985840
	Iteration 11Q: 3 clusters Score -3590447 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3590619.000000 Penalty: 5245.985840
	Iteration 12Q: 3 clusters Score -3590619 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3590709.250000 Penalty: 5245.985840
	Iteration 13Q: 3 clusters Score -3590709 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3590780.000000 Penalty: 5245.985840
	Iteration 14Q: 3 clusters Score -3590780 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3590841.500000 Penalty: 5245.985840
	Iteration 15Q: 3 clusters Score -3590842 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3590879.250000 Penalty: 5245.985840
	Iteration 16Q: 3 clusters Score -3590879 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3590932.000000 Penalty: 5245.985840
	Iteration 17Q: 3 clusters Score -3590932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3590963.500000 Penalty: 5245.985840
	Iteration 18Q: 3 clusters Score -3590964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3590987.000000 Penalty: 5245.985840
	Iteration 19Q: 3 clusters Score -3590987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3591002.250000 Penalty: 5245.985840
	Iteration 20F: 3 clusters Score -3591002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3591009.250000 Penalty: 5245.985840
	Iteration 21Q: 3 clusters Score -3591009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3591019.000000 Penalty: 5245.985840
	Iteration 22Q: 3 clusters Score -3591019 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3591033.500000 Penalty: 5245.985840
	Iteration 23Q: 3 clusters Score -3591034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3591045.000000 Penalty: 5245.985840
	Iteration 24Q: 3 clusters Score -3591045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3591062.750000 Penalty: 5245.985840
	Iteration 25Q: 3 clusters Score -3591063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3591071.750000 Penalty: 5245.985840
	Iteration 26Q: 3 clusters Score -3591072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3591071.000000 Penalty: 5245.985840
	Iteration 27Q: 3 clusters Score -3591071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3591086.750000 Penalty: 5245.985840
	Iteration 28Q: 3 clusters Score -3591087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3591088.750000 Penalty: 5245.985840
	Iteration 29Q: 3 clusters Score -3591089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3591082.250000 Penalty: 5245.985840
	Iteration 30Q: 3 clusters Score -3591082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3591088.500000 Penalty: 5245.985840
	Iteration 31Q: 3 clusters Score -3591088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3591088.000000 Penalty: 5245.985840
	Iteration 32Q: 3 clusters Score -3591088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3591088.000000 Penalty: 5245.985840
	Iteration 33Q: 3 clusters Score -3591088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3591088.250000 Penalty: 5245.985840
	Iteration 34Q: 3 clusters Score -3591088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3591092.500000 Penalty: 5245.985840
	Iteration 35Q: 3 clusters Score -3591092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3591094.250000 Penalty: 5245.985840
	Iteration 36Q: 3 clusters Score -3591094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3591092.500000 Penalty: 5245.985840
	Iteration 37Q: 3 clusters Score -3591092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3591095.250000 Penalty: 5245.985840
	Iteration 38Q: 3 clusters Score -3591095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3591103.500000 Penalty: 5245.985840
	Iteration 39Q: 3 clusters Score -3591104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3591097.250000 Penalty: 5245.985840
	Iteration 40F: 3 clusters Score -3591097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3591107.500000 Penalty: 5245.985840
	Iteration 41Q: 3 clusters Score -3591108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3591107.000000 Penalty: 5245.985840
	Iteration 42Q: 3 clusters Score -3591107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3591104.250000 Penalty: 5245.985840
	Iteration 43Q: 3 clusters Score -3591104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3591106.750000 Penalty: 5245.985840
	Iteration 44Q: 3 clusters Score -3591107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3591105.500000 Penalty: 5245.985840
	Iteration 45Q: 3 clusters Score -3591106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3591104.000000 Penalty: 5245.985840
	Iteration 46Q: 3 clusters Score -3591104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3591109.250000 Penalty: 5245.985840
	Iteration 47Q: 3 clusters Score -3591109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3591109.250000 Penalty: 5245.985840
	Iteration 48F: 3 clusters Score -3591109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (228234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228234 members 
Entering Unmasked Estep 
Score: -22977086.000000 Penalty: 3059.855469
	Iteration 0F: 2 clusters Score -2.297709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114213 members 
Mstep: Class 2 contains 114021 members 
Entering Unmasked Estep 
Score: -22826856.000000 Penalty: 6119.710938
	Iteration 0F: 3 clusters Score -2.282686e+07 nChanged 110406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113397 members 
Mstep: Class 2 contains 114837 members 
Entering Unmasked Estep 
Score: -22891506.000000 Penalty: 6119.710938
	Iteration 1F: 3 clusters Score -2.289151e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113350 members 
Mstep: Class 2 contains 114884 members 
Entering Unmasked Estep 
Score: -22892520.000000 Penalty: 6119.710938
	Iteration 2Q: 3 clusters Score -2.289252e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113347 members 
Mstep: Class 2 contains 114887 members 
Entering Unmasked Estep 
Score: -22893562.000000 Penalty: 6119.710938
	Iteration 3Q: 3 clusters Score -2.289356e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113461 members 
Mstep: Class 2 contains 114773 members 
Entering Unmasked Estep 
Score: -22894496.000000 Penalty: 6119.710938
	Iteration 4Q: 3 clusters Score -2.28945e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113824 members 
Mstep: Class 2 contains 114410 members 
Entering Unmasked Estep 
Score: -22895726.000000 Penalty: 6119.710938
	Iteration 5Q: 3 clusters Score -2.289573e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114582 members 
Mstep: Class 2 contains 113652 members 
Entering Unmasked Estep 
Score: -22897428.000000 Penalty: 6119.710938
	Iteration 6Q: 3 clusters Score -2.289743e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115605 members 
Mstep: Class 2 contains 112629 members 
Entering Unmasked Estep 
Score: -22899404.000000 Penalty: 6119.710938
	Iteration 7Q: 3 clusters Score -2.28994e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117131 members 
Mstep: Class 2 contains 111103 members 
Entering Unmasked Estep 
Score: -22901950.000000 Penalty: 6119.710938
	Iteration 8Q: 3 clusters Score -2.290195e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119283 members 
Mstep: Class 2 contains 108951 members 
Entering Unmasked Estep 
Score: -22905672.000000 Penalty: 6119.710938
	Iteration 9Q: 3 clusters Score -2.290567e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122263 members 
Mstep: Class 2 contains 105971 members 
Entering Unmasked Estep 
Score: -22910838.000000 Penalty: 6119.710938
	Iteration 10Q: 3 clusters Score -2.291084e+07 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125846 members 
Mstep: Class 2 contains 102388 members 
Entering Unmasked Estep 
Score: -22918040.000000 Penalty: 6119.710938
	Iteration 11F: 3 clusters Score -2.291804e+07 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129371 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -22926736.000000 Penalty: 6119.710938
	Iteration 12F: 3 clusters Score -2.292674e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132301 members 
Mstep: Class 2 contains 95933 members 
Entering Unmasked Estep 
Score: -22934004.000000 Penalty: 6119.710938
	Iteration 13F: 3 clusters Score -2.2934e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134720 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -22937604.000000 Penalty: 6119.710938
	Iteration 14Q: 3 clusters Score -2.29376e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137089 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -22939082.000000 Penalty: 6119.710938
	Iteration 15Q: 3 clusters Score -2.293908e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139636 members 
Mstep: Class 2 contains 88598 members 
Entering Unmasked Estep 
Score: -22939854.000000 Penalty: 6119.710938
	Iteration 16Q: 3 clusters Score -2.293985e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142395 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
Score: -22940438.000000 Penalty: 6119.710938
	Iteration 17Q: 3 clusters Score -2.294044e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145342 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -22941056.000000 Penalty: 6119.710938
	Iteration 18Q: 3 clusters Score -2.294106e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148598 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -22941800.000000 Penalty: 6119.710938
	Iteration 19Q: 3 clusters Score -2.29418e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152156 members 
Mstep: Class 2 contains 76078 members 
Entering Unmasked Estep 
Score: -22942830.000000 Penalty: 6119.710938
	Iteration 20F: 3 clusters Score -2.294283e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155954 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -22944010.000000 Penalty: 6119.710938
	Iteration 21Q: 3 clusters Score -2.294401e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159964 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -22945162.000000 Penalty: 6119.710938
	Iteration 22Q: 3 clusters Score -2.294516e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164081 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -22946184.000000 Penalty: 6119.710938
	Iteration 23Q: 3 clusters Score -2.294618e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168392 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -22947470.000000 Penalty: 6119.710938
	Iteration 24Q: 3 clusters Score -2.294747e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173039 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -22949116.000000 Penalty: 6119.710938
	Iteration 25Q: 3 clusters Score -2.294912e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177866 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -22950956.000000 Penalty: 6119.710938
	Iteration 26Q: 3 clusters Score -2.295096e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182789 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -22952720.000000 Penalty: 6119.710938
	Iteration 27Q: 3 clusters Score -2.295272e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187901 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -22954638.000000 Penalty: 6119.710938
	Iteration 28Q: 3 clusters Score -2.295464e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193067 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -22956814.000000 Penalty: 6119.710938
	Iteration 29Q: 3 clusters Score -2.295681e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198179 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -22958834.000000 Penalty: 6119.710938
	Iteration 30Q: 3 clusters Score -2.295883e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203140 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -22961050.000000 Penalty: 6119.710938
	Iteration 31Q: 3 clusters Score -2.296105e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207721 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -22963370.000000 Penalty: 6119.710938
	Iteration 32Q: 3 clusters Score -2.296337e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211857 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -22965498.000000 Penalty: 6119.710938
	Iteration 33Q: 3 clusters Score -2.29655e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215466 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -22967554.000000 Penalty: 6119.710938
	Iteration 34Q: 3 clusters Score -2.296755e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218405 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -22969394.000000 Penalty: 6119.710938
	Iteration 35Q: 3 clusters Score -2.296939e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220744 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -22970654.000000 Penalty: 6119.710938
	Iteration 36Q: 3 clusters Score -2.297065e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222569 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -22971702.000000 Penalty: 6119.710938
	Iteration 37Q: 3 clusters Score -2.29717e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223873 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -22972328.000000 Penalty: 6119.710938
	Iteration 38Q: 3 clusters Score -2.297233e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224747 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -22972798.000000 Penalty: 6119.710938
	Iteration 39Q: 3 clusters Score -2.29728e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225340 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -22973346.000000 Penalty: 6119.710938
	Iteration 40F: 3 clusters Score -2.297335e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226058 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -22973652.000000 Penalty: 6119.710938
	Iteration 41Q: 3 clusters Score -2.297365e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226538 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -22973938.000000 Penalty: 6119.710938
	Iteration 42Q: 3 clusters Score -2.297394e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226854 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -22974094.000000 Penalty: 6119.710938
	Iteration 43Q: 3 clusters Score -2.297409e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227085 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -22974244.000000 Penalty: 6119.710938
	Iteration 44Q: 3 clusters Score -2.297424e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227238 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -22974370.000000 Penalty: 6119.710938
	Iteration 45Q: 3 clusters Score -2.297437e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227345 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -22974432.000000 Penalty: 6119.710938
	Iteration 46Q: 3 clusters Score -2.297443e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227407 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -22974462.000000 Penalty: 6119.710938
	Iteration 47Q: 3 clusters Score -2.297446e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227446 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -22974476.000000 Penalty: 6119.710938
	Iteration 48Q: 3 clusters Score -2.297448e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227482 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -22974494.000000 Penalty: 6119.710938
	Iteration 49Q: 3 clusters Score -2.297449e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227503 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -22974512.000000 Penalty: 6119.710938
	Iteration 50Q: 3 clusters Score -2.297451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227519 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -22974506.000000 Penalty: 6119.710938
	Iteration 51Q: 3 clusters Score -2.297451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227537 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -22974520.000000 Penalty: 6119.710938
	Iteration 52Q: 3 clusters Score -2.297452e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227548 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -22974526.000000 Penalty: 6119.710938
	Iteration 53Q: 3 clusters Score -2.297453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227553 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -22974526.000000 Penalty: 6119.710938
	Iteration 54Q: 3 clusters Score -2.297453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227556 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -22974512.000000 Penalty: 6119.710938
	Iteration 55Q: 3 clusters Score -2.297451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227560 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -22974510.000000 Penalty: 6119.710938
	Iteration 56Q: 3 clusters Score -2.297451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227563 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -22974536.000000 Penalty: 6119.710938
	Iteration 57Q: 3 clusters Score -2.297454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227567 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -22974536.000000 Penalty: 6119.710938
	Iteration 58Q: 3 clusters Score -2.297454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227569 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -22974550.000000 Penalty: 6119.710938
	Iteration 59Q: 3 clusters Score -2.297455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227570 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -22974532.000000 Penalty: 6119.710938
	Iteration 60F: 3 clusters Score -2.297453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Entering Unmasked Estep 
Score: -1620217.750000 Penalty: 2411.166504
	Iteration 0F: 2 clusters Score -1620218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1608279.000000 Penalty: 4822.333008
	Iteration 0F: 3 clusters Score -1608279 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1612532.750000 Penalty: 4822.333008
	Iteration 1F: 3 clusters Score -1612533 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1613531.375000 Penalty: 4822.333008
	Iteration 2F: 3 clusters Score -1613531 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1614702.875000 Penalty: 4822.333008
	Iteration 3F: 3 clusters Score -1614703 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1615686.875000 Penalty: 4822.333008
	Iteration 4F: 3 clusters Score -1615687 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1616386.750000 Penalty: 4822.333008
	Iteration 5F: 3 clusters Score -1616387 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1616787.000000 Penalty: 4822.333008
	Iteration 6Q: 3 clusters Score -1616787 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1616999.500000 Penalty: 4822.333008
	Iteration 7Q: 3 clusters Score -1617000 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1617109.125000 Penalty: 4822.333008
	Iteration 8Q: 3 clusters Score -1617109 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1617192.500000 Penalty: 4822.333008
	Iteration 9Q: 3 clusters Score -1617192 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1617265.000000 Penalty: 4822.333008
	Iteration 10Q: 3 clusters Score -1617265 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1617330.250000 Penalty: 4822.333008
	Iteration 11Q: 3 clusters Score -1617330 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1617398.750000 Penalty: 4822.333008
	Iteration 12Q: 3 clusters Score -1617399 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1617478.875000 Penalty: 4822.333008
	Iteration 13Q: 3 clusters Score -1617479 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1617579.875000 Penalty: 4822.333008
	Iteration 14Q: 3 clusters Score -1617580 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1617707.500000 Penalty: 4822.333008
	Iteration 15Q: 3 clusters Score -1617708 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1617898.250000 Penalty: 4822.333008
	Iteration 16Q: 3 clusters Score -1617898 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1618084.125000 Penalty: 4822.333008
	Iteration 17Q: 3 clusters Score -1618084 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1618255.250000 Penalty: 4822.333008
	Iteration 18Q: 3 clusters Score -1618255 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1618407.625000 Penalty: 4822.333008
	Iteration 19Q: 3 clusters Score -1618408 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1618492.750000 Penalty: 4822.333008
	Iteration 20F: 3 clusters Score -1618493 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1618538.875000 Penalty: 4822.333008
	Iteration 21Q: 3 clusters Score -1618539 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1618559.250000 Penalty: 4822.333008
	Iteration 22Q: 3 clusters Score -1618559 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1618573.500000 Penalty: 4822.333008
	Iteration 23Q: 3 clusters Score -1618574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1618584.500000 Penalty: 4822.333008
	Iteration 24Q: 3 clusters Score -1618584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1618590.625000 Penalty: 4822.333008
	Iteration 25Q: 3 clusters Score -1618591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1618588.625000 Penalty: 4822.333008
	Iteration 26Q: 3 clusters Score -1618589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1618591.000000 Penalty: 4822.333008
	Iteration 27Q: 3 clusters Score -1618591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1618591.250000 Penalty: 4822.333008
	Iteration 28Q: 3 clusters Score -1618591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1618596.250000 Penalty: 4822.333008
	Iteration 29Q: 3 clusters Score -1618596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1618593.500000 Penalty: 4822.333008
	Iteration 30Q: 3 clusters Score -1618594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1618596.875000 Penalty: 4822.333008
	Iteration 31Q: 3 clusters Score -1618597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1618596.875000 Penalty: 4822.333008
	Iteration 32Q: 3 clusters Score -1618597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1618599.875000 Penalty: 4822.333008
	Iteration 33Q: 3 clusters Score -1618600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1618599.125000 Penalty: 4822.333008
	Iteration 34Q: 3 clusters Score -1618599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1618600.750000 Penalty: 4822.333008
	Iteration 35Q: 3 clusters Score -1618601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1618601.125000 Penalty: 4822.333008
	Iteration 36Q: 3 clusters Score -1618601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1618604.375000 Penalty: 4822.333008
	Iteration 37Q: 3 clusters Score -1618604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1618604.375000 Penalty: 4822.333008
	Iteration 38F: 3 clusters Score -1618604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Entering Unmasked Estep 
Score: -3095482.250000 Penalty: 2570.571289
	Iteration 0F: 2 clusters Score -3095482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3073831.000000 Penalty: 5141.142578
	Iteration 0F: 3 clusters Score -3073831 nChanged 14370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3081744.000000 Penalty: 5141.142578
	Iteration 1F: 3 clusters Score -3081744 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3082329.250000 Penalty: 5141.142578
	Iteration 2Q: 3 clusters Score -3082329 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -3082931.500000 Penalty: 5141.142578
	Iteration 3Q: 3 clusters Score -3082932 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3083633.750000 Penalty: 5141.142578
	Iteration 4Q: 3 clusters Score -3083634 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3084499.250000 Penalty: 5141.142578
	Iteration 5Q: 3 clusters Score -3084499 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3085512.750000 Penalty: 5141.142578
	Iteration 6F: 3 clusters Score -3085513 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3086694.000000 Penalty: 5141.142578
	Iteration 7F: 3 clusters Score -3086694 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -3088277.000000 Penalty: 5141.142578
	Iteration 8F: 3 clusters Score -3088277 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3090074.500000 Penalty: 5141.142578
	Iteration 9F: 3 clusters Score -3090074 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3091650.000000 Penalty: 5141.142578
	Iteration 10F: 3 clusters Score -3091650 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3092616.000000 Penalty: 5141.142578
	Iteration 11Q: 3 clusters Score -3092616 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -3093121.500000 Penalty: 5141.142578
	Iteration 12Q: 3 clusters Score -3093122 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3093425.250000 Penalty: 5141.142578
	Iteration 13Q: 3 clusters Score -3093425 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3093609.000000 Penalty: 5141.142578
	Iteration 14Q: 3 clusters Score -3093609 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3093749.250000 Penalty: 5141.142578
	Iteration 15Q: 3 clusters Score -3093749 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3093827.000000 Penalty: 5141.142578
	Iteration 16Q: 3 clusters Score -3093827 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3093864.000000 Penalty: 5141.142578
	Iteration 17Q: 3 clusters Score -3093864 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3093909.250000 Penalty: 5141.142578
	Iteration 18Q: 3 clusters Score -3093909 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3093940.250000 Penalty: 5141.142578
	Iteration 19Q: 3 clusters Score -3093940 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3093974.500000 Penalty: 5141.142578
	Iteration 20F: 3 clusters Score -3093974 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -3093999.500000 Penalty: 5141.142578
	Iteration 21Q: 3 clusters Score -3094000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -3094003.500000 Penalty: 5141.142578
	Iteration 22Q: 3 clusters Score -3094004 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3094013.500000 Penalty: 5141.142578
	Iteration 23Q: 3 clusters Score -3094014 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3094021.750000 Penalty: 5141.142578
	Iteration 24Q: 3 clusters Score -3094022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3094040.750000 Penalty: 5141.142578
	Iteration 25Q: 3 clusters Score -3094041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -3094048.000000 Penalty: 5141.142578
	Iteration 26Q: 3 clusters Score -3094048 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3094050.250000 Penalty: 5141.142578
	Iteration 27Q: 3 clusters Score -3094050 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3094058.000000 Penalty: 5141.142578
	Iteration 28Q: 3 clusters Score -3094058 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3094058.500000 Penalty: 5141.142578
	Iteration 29Q: 3 clusters Score -3094058 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3094072.500000 Penalty: 5141.142578
	Iteration 30Q: 3 clusters Score -3094072 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -3094073.500000 Penalty: 5141.142578
	Iteration 31Q: 3 clusters Score -3094074 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3094081.250000 Penalty: 5141.142578
	Iteration 32Q: 3 clusters Score -3094081 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -3094093.750000 Penalty: 5141.142578
	Iteration 33Q: 3 clusters Score -3094094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3094102.000000 Penalty: 5141.142578
	Iteration 34Q: 3 clusters Score -3094102 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3094108.000000 Penalty: 5141.142578
	Iteration 35Q: 3 clusters Score -3094108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -3094105.250000 Penalty: 5141.142578
	Iteration 36Q: 3 clusters Score -3094105 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3094123.000000 Penalty: 5141.142578
	Iteration 37Q: 3 clusters Score -3094123 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3094128.250000 Penalty: 5141.142578
	Iteration 38Q: 3 clusters Score -3094128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3094117.750000 Penalty: 5141.142578
	Iteration 39Q: 3 clusters Score -3094118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3094120.000000 Penalty: 5141.142578
	Iteration 40F: 3 clusters Score -3094120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3094133.750000 Penalty: 5141.142578
	Iteration 41Q: 3 clusters Score -3094134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3094133.000000 Penalty: 5141.142578
	Iteration 42Q: 3 clusters Score -3094133 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3094134.500000 Penalty: 5141.142578
	Iteration 43Q: 3 clusters Score -3094134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -3094136.250000 Penalty: 5141.142578
	Iteration 44Q: 3 clusters Score -3094136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3094141.750000 Penalty: 5141.142578
	Iteration 45Q: 3 clusters Score -3094142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3094133.250000 Penalty: 5141.142578
	Iteration 46Q: 3 clusters Score -3094133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3094134.000000 Penalty: 5141.142578
	Iteration 47Q: 3 clusters Score -3094134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -3094141.250000 Penalty: 5141.142578
	Iteration 48Q: 3 clusters Score -3094141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -3094139.000000 Penalty: 5141.142578
	Iteration 49Q: 3 clusters Score -3094139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3094144.000000 Penalty: 5141.142578
	Iteration 50Q: 3 clusters Score -3094144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -3094145.250000 Penalty: 5141.142578
	Iteration 51Q: 3 clusters Score -3094145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3094145.250000 Penalty: 5141.142578
	Iteration 52Q: 3 clusters Score -3094145 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3094146.000000 Penalty: 5141.142578
	Iteration 53Q: 3 clusters Score -3094146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -3094141.500000 Penalty: 5141.142578
	Iteration 54Q: 3 clusters Score -3094142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3094154.250000 Penalty: 5141.142578
	Iteration 55Q: 3 clusters Score -3094154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3094159.000000 Penalty: 5141.142578
	Iteration 56Q: 3 clusters Score -3094159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -3094167.500000 Penalty: 5141.142578
	Iteration 57Q: 3 clusters Score -3094168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3094164.750000 Penalty: 5141.142578
	Iteration 58Q: 3 clusters Score -3094165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3094163.250000 Penalty: 5141.142578
	Iteration 59Q: 3 clusters Score -3094163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3094159.750000 Penalty: 5141.142578
	Iteration 60F: 3 clusters Score -3094160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -3094162.250000 Penalty: 5141.142578
	Iteration 61Q: 3 clusters Score -3094162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3094158.500000 Penalty: 5141.142578
	Iteration 62Q: 3 clusters Score -3094158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3094168.750000 Penalty: 5141.142578
	Iteration 63Q: 3 clusters Score -3094169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -3094162.000000 Penalty: 5141.142578
	Iteration 64Q: 3 clusters Score -3094162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -3094164.250000 Penalty: 5141.142578
	Iteration 65Q: 3 clusters Score -3094164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3094159.500000 Penalty: 5141.142578
	Iteration 66Q: 3 clusters Score -3094160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3094169.750000 Penalty: 5141.142578
	Iteration 67Q: 3 clusters Score -3094170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3094158.250000 Penalty: 5141.142578
	Iteration 68Q: 3 clusters Score -3094158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3094163.750000 Penalty: 5141.142578
	Iteration 69Q: 3 clusters Score -3094164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3094171.250000 Penalty: 5141.142578
	Iteration 70Q: 3 clusters Score -3094171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -3094166.000000 Penalty: 5141.142578
	Iteration 71Q: 3 clusters Score -3094166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3094166.500000 Penalty: 5141.142578
	Iteration 72Q: 3 clusters Score -3094166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3094166.000000 Penalty: 5141.142578
	Iteration 73Q: 3 clusters Score -3094166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3094173.000000 Penalty: 5141.142578
	Iteration 74Q: 3 clusters Score -3094173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3094169.000000 Penalty: 5141.142578
	Iteration 75Q: 3 clusters Score -3094169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -3094167.250000 Penalty: 5141.142578
	Iteration 76Q: 3 clusters Score -3094167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -3094171.500000 Penalty: 5141.142578
	Iteration 77Q: 3 clusters Score -3094172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3094171.750000 Penalty: 5141.142578
	Iteration 78Q: 3 clusters Score -3094172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3094175.500000 Penalty: 5141.142578
	Iteration 79Q: 3 clusters Score -3094176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -3094171.250000 Penalty: 5141.142578
	Iteration 80F: 3 clusters Score -3094171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3094176.250000 Penalty: 5141.142578
	Iteration 81Q: 3 clusters Score -3094176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3094173.250000 Penalty: 5141.142578
	Iteration 82Q: 3 clusters Score -3094173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3094178.000000 Penalty: 5141.142578
	Iteration 83Q: 3 clusters Score -3094178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3094175.750000 Penalty: 5141.142578
	Iteration 84Q: 3 clusters Score -3094176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3094172.750000 Penalty: 5141.142578
	Iteration 85Q: 3 clusters Score -3094173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -3094179.500000 Penalty: 5141.142578
	Iteration 86Q: 3 clusters Score -3094180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -3094177.000000 Penalty: 5141.142578
	Iteration 87Q: 3 clusters Score -3094177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3094178.500000 Penalty: 5141.142578
	Iteration 88Q: 3 clusters Score -3094178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3094185.250000 Penalty: 5141.142578
	Iteration 89Q: 3 clusters Score -3094185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3094178.000000 Penalty: 5141.142578
	Iteration 90Q: 3 clusters Score -3094178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3094181.250000 Penalty: 5141.142578
	Iteration 91Q: 3 clusters Score -3094181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3094184.000000 Penalty: 5141.142578
	Iteration 92Q: 3 clusters Score -3094184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -3094181.750000 Penalty: 5141.142578
	Iteration 93Q: 3 clusters Score -3094182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -3094181.250000 Penalty: 5141.142578
	Iteration 94Q: 3 clusters Score -3094181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3094178.000000 Penalty: 5141.142578
	Iteration 95Q: 3 clusters Score -3094178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3094174.000000 Penalty: 5141.142578
	Iteration 96Q: 3 clusters Score -3094174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -3094178.250000 Penalty: 5141.142578
	Iteration 97Q: 3 clusters Score -3094178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3094176.750000 Penalty: 5141.142578
	Iteration 98Q: 3 clusters Score -3094177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -3094176.000000 Penalty: 5141.142578
	Iteration 99Q: 3 clusters Score -3094176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3094175.000000 Penalty: 5141.142578
	Iteration 100F: 3 clusters Score -3094175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3094171.000000 Penalty: 5141.142578
	Iteration 101Q: 3 clusters Score -3094171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -3094173.000000 Penalty: 5141.142578
	Iteration 102Q: 3 clusters Score -3094173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3094173.250000 Penalty: 5141.142578
	Iteration 103Q: 3 clusters Score -3094173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3094171.250000 Penalty: 5141.142578
	Iteration 104Q: 3 clusters Score -3094171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3094174.500000 Penalty: 5141.142578
	Iteration 105Q: 3 clusters Score -3094174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -3094181.250000 Penalty: 5141.142578
	Iteration 106Q: 3 clusters Score -3094181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3094178.500000 Penalty: 5141.142578
	Iteration 107Q: 3 clusters Score -3094178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3094180.000000 Penalty: 5141.142578
	Iteration 108Q: 3 clusters Score -3094180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3094181.750000 Penalty: 5141.142578
	Iteration 109Q: 3 clusters Score -3094182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -3094181.250000 Penalty: 5141.142578
	Iteration 110Q: 3 clusters Score -3094181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -3094179.750000 Penalty: 5141.142578
	Iteration 111Q: 3 clusters Score -3094180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3094180.750000 Penalty: 5141.142578
	Iteration 112Q: 3 clusters Score -3094181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3094176.250000 Penalty: 5141.142578
	Iteration 113Q: 3 clusters Score -3094176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3094180.250000 Penalty: 5141.142578
	Iteration 114Q: 3 clusters Score -3094180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -3094177.500000 Penalty: 5141.142578
	Iteration 115Q: 3 clusters Score -3094178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3094177.250000 Penalty: 5141.142578
	Iteration 116Q: 3 clusters Score -3094177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -3094173.000000 Penalty: 5141.142578
	Iteration 117Q: 3 clusters Score -3094173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -3094176.500000 Penalty: 5141.142578
	Iteration 118Q: 3 clusters Score -3094176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3094172.250000 Penalty: 5141.142578
	Iteration 119Q: 3 clusters Score -3094172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3094172.500000 Penalty: 5141.142578
	Iteration 120F: 3 clusters Score -3094172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -3094174.250000 Penalty: 5141.142578
	Iteration 121Q: 3 clusters Score -3094174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3094177.000000 Penalty: 5141.142578
	Iteration 122Q: 3 clusters Score -3094177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -3094169.500000 Penalty: 5141.142578
	Iteration 123Q: 3 clusters Score -3094170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -3094177.750000 Penalty: 5141.142578
	Iteration 124Q: 3 clusters Score -3094178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3094175.000000 Penalty: 5141.142578
	Iteration 125Q: 3 clusters Score -3094175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3094175.250000 Penalty: 5141.142578
	Iteration 126Q: 3 clusters Score -3094175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3094178.500000 Penalty: 5141.142578
	Iteration 127Q: 3 clusters Score -3094178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3094178.500000 Penalty: 5141.142578
	Iteration 128Q: 3 clusters Score -3094178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3094179.250000 Penalty: 5141.142578
	Iteration 129Q: 3 clusters Score -3094179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3094185.500000 Penalty: 5141.142578
	Iteration 130Q: 3 clusters Score -3094186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3094187.500000 Penalty: 5141.142578
	Iteration 131Q: 3 clusters Score -3094188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3094184.500000 Penalty: 5141.142578
	Iteration 132Q: 3 clusters Score -3094184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3094184.500000 Penalty: 5141.142578
	Iteration 133F: 3 clusters Score -3094184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Entering Unmasked Estep 
Score: -2211912.750000 Penalty: 2484.148193
	Iteration 0F: 2 clusters Score -2211913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2196209.250000 Penalty: 4968.296387
	Iteration 0F: 3 clusters Score -2196209 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2201672.750000 Penalty: 4968.296387
	Iteration 1F: 3 clusters Score -2201673 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2202144.000000 Penalty: 4968.296387
	Iteration 2F: 3 clusters Score -2202144 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2202567.750000 Penalty: 4968.296387
	Iteration 3Q: 3 clusters Score -2202568 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2203012.000000 Penalty: 4968.296387
	Iteration 4Q: 3 clusters Score -2203012 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2203456.000000 Penalty: 4968.296387
	Iteration 5Q: 3 clusters Score -2203456 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2203986.500000 Penalty: 4968.296387
	Iteration 6Q: 3 clusters Score -2203986 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2204705.750000 Penalty: 4968.296387
	Iteration 7F: 3 clusters Score -2204706 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2205655.750000 Penalty: 4968.296387
	Iteration 8F: 3 clusters Score -2205656 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2206668.750000 Penalty: 4968.296387
	Iteration 9F: 3 clusters Score -2206669 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2207643.000000 Penalty: 4968.296387
	Iteration 10F: 3 clusters Score -2207643 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2208352.500000 Penalty: 4968.296387
	Iteration 11Q: 3 clusters Score -2208352 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2208868.500000 Penalty: 4968.296387
	Iteration 12Q: 3 clusters Score -2208868 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2209190.750000 Penalty: 4968.296387
	Iteration 13Q: 3 clusters Score -2209191 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2209413.500000 Penalty: 4968.296387
	Iteration 14Q: 3 clusters Score -2209414 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2209543.000000 Penalty: 4968.296387
	Iteration 15Q: 3 clusters Score -2209543 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -2209611.000000 Penalty: 4968.296387
	Iteration 16Q: 3 clusters Score -2209611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -2209649.750000 Penalty: 4968.296387
	Iteration 17Q: 3 clusters Score -2209650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2209677.750000 Penalty: 4968.296387
	Iteration 18Q: 3 clusters Score -2209678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2209706.000000 Penalty: 4968.296387
	Iteration 19Q: 3 clusters Score -2209706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2209723.000000 Penalty: 4968.296387
	Iteration 20F: 3 clusters Score -2209723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2209738.750000 Penalty: 4968.296387
	Iteration 21Q: 3 clusters Score -2209739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -2209745.750000 Penalty: 4968.296387
	Iteration 22Q: 3 clusters Score -2209746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2209753.750000 Penalty: 4968.296387
	Iteration 23Q: 3 clusters Score -2209754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -2209758.750000 Penalty: 4968.296387
	Iteration 24Q: 3 clusters Score -2209759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -2209759.750000 Penalty: 4968.296387
	Iteration 25Q: 3 clusters Score -2209760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -2209762.500000 Penalty: 4968.296387
	Iteration 26Q: 3 clusters Score -2209762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -2209762.500000 Penalty: 4968.296387
	Iteration 27F: 3 clusters Score -2209762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Entering Unmasked Estep 
Score: -787588.500000 Penalty: 2225.736816
	Iteration 0F: 2 clusters Score -787588.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -781254.500000 Penalty: 4451.473633
	Iteration 0F: 3 clusters Score -781254.5 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -783023.000000 Penalty: 4451.473633
	Iteration 1F: 3 clusters Score -783023 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -783301.937500 Penalty: 4451.473633
	Iteration 2F: 3 clusters Score -783301.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -783525.062500 Penalty: 4451.473633
	Iteration 3F: 3 clusters Score -783525.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -783719.000000 Penalty: 4451.473633
	Iteration 4Q: 3 clusters Score -783719 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -783909.875000 Penalty: 4451.473633
	Iteration 5Q: 3 clusters Score -783909.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -784133.562500 Penalty: 4451.473633
	Iteration 6Q: 3 clusters Score -784133.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -784352.562500 Penalty: 4451.473633
	Iteration 7Q: 3 clusters Score -784352.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -784563.562500 Penalty: 4451.473633
	Iteration 8Q: 3 clusters Score -784563.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -784734.312500 Penalty: 4451.473633
	Iteration 9Q: 3 clusters Score -784734.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -784868.187500 Penalty: 4451.473633
	Iteration 10Q: 3 clusters Score -784868.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -784998.375000 Penalty: 4451.473633
	Iteration 11Q: 3 clusters Score -784998.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -785108.062500 Penalty: 4451.473633
	Iteration 12Q: 3 clusters Score -785108.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -785187.187500 Penalty: 4451.473633
	Iteration 13Q: 3 clusters Score -785187.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -785246.437500 Penalty: 4451.473633
	Iteration 14Q: 3 clusters Score -785246.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -785288.562500 Penalty: 4451.473633
	Iteration 15Q: 3 clusters Score -785288.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -785322.750000 Penalty: 4451.473633
	Iteration 16Q: 3 clusters Score -785322.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -785349.437500 Penalty: 4451.473633
	Iteration 17Q: 3 clusters Score -785349.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -785370.000000 Penalty: 4451.473633
	Iteration 18Q: 3 clusters Score -785370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -785389.687500 Penalty: 4451.473633
	Iteration 19Q: 3 clusters Score -785389.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -785407.625000 Penalty: 4451.473633
	Iteration 20F: 3 clusters Score -785407.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -785424.375000 Penalty: 4451.473633
	Iteration 21Q: 3 clusters Score -785424.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -785439.000000 Penalty: 4451.473633
	Iteration 22Q: 3 clusters Score -785439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -785448.062500 Penalty: 4451.473633
	Iteration 23Q: 3 clusters Score -785448.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -785461.375000 Penalty: 4451.473633
	Iteration 24Q: 3 clusters Score -785461.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -785473.000000 Penalty: 4451.473633
	Iteration 25Q: 3 clusters Score -785473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -785478.750000 Penalty: 4451.473633
	Iteration 26Q: 3 clusters Score -785478.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -785485.812500 Penalty: 4451.473633
	Iteration 27Q: 3 clusters Score -785485.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -785493.000000 Penalty: 4451.473633
	Iteration 28Q: 3 clusters Score -785493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -785497.062500 Penalty: 4451.473633
	Iteration 29Q: 3 clusters Score -785497.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -785501.875000 Penalty: 4451.473633
	Iteration 30Q: 3 clusters Score -785501.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -785509.125000 Penalty: 4451.473633
	Iteration 31Q: 3 clusters Score -785509.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -785516.500000 Penalty: 4451.473633
	Iteration 32Q: 3 clusters Score -785516.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -785523.062500 Penalty: 4451.473633
	Iteration 33Q: 3 clusters Score -785523.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -785532.062500 Penalty: 4451.473633
	Iteration 34Q: 3 clusters Score -785532.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -785536.875000 Penalty: 4451.473633
	Iteration 35Q: 3 clusters Score -785536.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -785544.437500 Penalty: 4451.473633
	Iteration 36Q: 3 clusters Score -785544.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -785550.250000 Penalty: 4451.473633
	Iteration 37Q: 3 clusters Score -785550.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -785558.312500 Penalty: 4451.473633
	Iteration 38Q: 3 clusters Score -785558.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -785568.125000 Penalty: 4451.473633
	Iteration 39Q: 3 clusters Score -785568.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -785580.437500 Penalty: 4451.473633
	Iteration 40F: 3 clusters Score -785580.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -785589.125000 Penalty: 4451.473633
	Iteration 41Q: 3 clusters Score -785589.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -785598.187500 Penalty: 4451.473633
	Iteration 42Q: 3 clusters Score -785598.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -785602.812500 Penalty: 4451.473633
	Iteration 43Q: 3 clusters Score -785602.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -785611.125000 Penalty: 4451.473633
	Iteration 44Q: 3 clusters Score -785611.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -785622.500000 Penalty: 4451.473633
	Iteration 45Q: 3 clusters Score -785622.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -785634.187500 Penalty: 4451.473633
	Iteration 46Q: 3 clusters Score -785634.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -785643.187500 Penalty: 4451.473633
	Iteration 47Q: 3 clusters Score -785643.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -785649.312500 Penalty: 4451.473633
	Iteration 48Q: 3 clusters Score -785649.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -785656.562500 Penalty: 4451.473633
	Iteration 49Q: 3 clusters Score -785656.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -785664.812500 Penalty: 4451.473633
	Iteration 50Q: 3 clusters Score -785664.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -785671.687500 Penalty: 4451.473633
	Iteration 51Q: 3 clusters Score -785671.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -785677.125000 Penalty: 4451.473633
	Iteration 52Q: 3 clusters Score -785677.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -785681.812500 Penalty: 4451.473633
	Iteration 53Q: 3 clusters Score -785681.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -785687.937500 Penalty: 4451.473633
	Iteration 54Q: 3 clusters Score -785687.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -785694.437500 Penalty: 4451.473633
	Iteration 55Q: 3 clusters Score -785694.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -785699.312500 Penalty: 4451.473633
	Iteration 56Q: 3 clusters Score -785699.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -785704.312500 Penalty: 4451.473633
	Iteration 57Q: 3 clusters Score -785704.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -785709.562500 Penalty: 4451.473633
	Iteration 58Q: 3 clusters Score -785709.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -785714.187500 Penalty: 4451.473633
	Iteration 59Q: 3 clusters Score -785714.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -785721.687500 Penalty: 4451.473633
	Iteration 60F: 3 clusters Score -785721.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -785726.937500 Penalty: 4451.473633
	Iteration 61Q: 3 clusters Score -785726.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -785729.750000 Penalty: 4451.473633
	Iteration 62Q: 3 clusters Score -785729.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -785736.000000 Penalty: 4451.473633
	Iteration 63Q: 3 clusters Score -785736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -785740.250000 Penalty: 4451.473633
	Iteration 64Q: 3 clusters Score -785740.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -785743.937500 Penalty: 4451.473633
	Iteration 65Q: 3 clusters Score -785743.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -785746.000000 Penalty: 4451.473633
	Iteration 66Q: 3 clusters Score -785746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -785749.937500 Penalty: 4451.473633
	Iteration 67Q: 3 clusters Score -785749.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -785756.687500 Penalty: 4451.473633
	Iteration 68Q: 3 clusters Score -785756.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -785761.687500 Penalty: 4451.473633
	Iteration 69Q: 3 clusters Score -785761.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -785767.125000 Penalty: 4451.473633
	Iteration 70Q: 3 clusters Score -785767.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -785771.937500 Penalty: 4451.473633
	Iteration 71Q: 3 clusters Score -785771.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -785780.562500 Penalty: 4451.473633
	Iteration 72Q: 3 clusters Score -785780.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -785784.937500 Penalty: 4451.473633
	Iteration 73Q: 3 clusters Score -785784.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -785792.562500 Penalty: 4451.473633
	Iteration 74Q: 3 clusters Score -785792.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -785796.375000 Penalty: 4451.473633
	Iteration 75Q: 3 clusters Score -785796.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -785800.562500 Penalty: 4451.473633
	Iteration 76Q: 3 clusters Score -785800.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -785800.937500 Penalty: 4451.473633
	Iteration 77Q: 3 clusters Score -785800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -785802.562500 Penalty: 4451.473633
	Iteration 78Q: 3 clusters Score -785802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -785803.812500 Penalty: 4451.473633
	Iteration 79Q: 3 clusters Score -785803.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -785804.250000 Penalty: 4451.473633
	Iteration 80F: 3 clusters Score -785804.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -785808.000000 Penalty: 4451.473633
	Iteration 81Q: 3 clusters Score -785808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -785808.125000 Penalty: 4451.473633
	Iteration 82Q: 3 clusters Score -785808.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -785810.812500 Penalty: 4451.473633
	Iteration 83Q: 3 clusters Score -785810.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -785812.937500 Penalty: 4451.473633
	Iteration 84Q: 3 clusters Score -785812.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -785812.625000 Penalty: 4451.473633
	Iteration 85Q: 3 clusters Score -785812.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -785814.312500 Penalty: 4451.473633
	Iteration 86Q: 3 clusters Score -785814.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -785817.437500 Penalty: 4451.473633
	Iteration 87Q: 3 clusters Score -785817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -785820.187500 Penalty: 4451.473633
	Iteration 88Q: 3 clusters Score -785820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -785821.500000 Penalty: 4451.473633
	Iteration 89Q: 3 clusters Score -785821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -785823.187500 Penalty: 4451.473633
	Iteration 90Q: 3 clusters Score -785823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -785823.000000 Penalty: 4451.473633
	Iteration 91Q: 3 clusters Score -785823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -785823.000000 Penalty: 4451.473633
	Iteration 92F: 3 clusters Score -785823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Entering Unmasked Estep 
Score: -476061.718750 Penalty: 2140.767578
	Iteration 0F: 2 clusters Score -476061.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -471236.343750 Penalty: 4281.535156
	Iteration 0F: 3 clusters Score -471236.3 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -472792.281250 Penalty: 4281.535156
	Iteration 1F: 3 clusters Score -472792.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -473219.000000 Penalty: 4281.535156
	Iteration 2F: 3 clusters Score -473219 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -473603.093750 Penalty: 4281.535156
	Iteration 3F: 3 clusters Score -473603.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -474032.437500 Penalty: 4281.535156
	Iteration 4F: 3 clusters Score -474032.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -474357.187500 Penalty: 4281.535156
	Iteration 5F: 3 clusters Score -474357.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -474581.468750 Penalty: 4281.535156
	Iteration 6Q: 3 clusters Score -474581.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -474785.156250 Penalty: 4281.535156
	Iteration 7Q: 3 clusters Score -474785.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -474939.781250 Penalty: 4281.535156
	Iteration 8Q: 3 clusters Score -474939.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -475044.281250 Penalty: 4281.535156
	Iteration 9Q: 3 clusters Score -475044.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -475112.718750 Penalty: 4281.535156
	Iteration 10Q: 3 clusters Score -475112.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -475189.062500 Penalty: 4281.535156
	Iteration 11Q: 3 clusters Score -475189.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -475264.281250 Penalty: 4281.535156
	Iteration 12Q: 3 clusters Score -475264.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -475299.812500 Penalty: 4281.535156
	Iteration 13Q: 3 clusters Score -475299.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -475325.593750 Penalty: 4281.535156
	Iteration 14Q: 3 clusters Score -475325.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -475349.625000 Penalty: 4281.535156
	Iteration 15Q: 3 clusters Score -475349.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -475380.093750 Penalty: 4281.535156
	Iteration 16Q: 3 clusters Score -475380.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -475403.156250 Penalty: 4281.535156
	Iteration 17Q: 3 clusters Score -475403.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -475415.875000 Penalty: 4281.535156
	Iteration 18Q: 3 clusters Score -475415.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -475431.406250 Penalty: 4281.535156
	Iteration 19Q: 3 clusters Score -475431.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -475446.281250 Penalty: 4281.535156
	Iteration 20F: 3 clusters Score -475446.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -475464.062500 Penalty: 4281.535156
	Iteration 21Q: 3 clusters Score -475464.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -475485.843750 Penalty: 4281.535156
	Iteration 22Q: 3 clusters Score -475485.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -475506.875000 Penalty: 4281.535156
	Iteration 23Q: 3 clusters Score -475506.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -475530.093750 Penalty: 4281.535156
	Iteration 24Q: 3 clusters Score -475530.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -475545.718750 Penalty: 4281.535156
	Iteration 25Q: 3 clusters Score -475545.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -475562.843750 Penalty: 4281.535156
	Iteration 26Q: 3 clusters Score -475562.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -475577.812500 Penalty: 4281.535156
	Iteration 27Q: 3 clusters Score -475577.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -475593.281250 Penalty: 4281.535156
	Iteration 28Q: 3 clusters Score -475593.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -475601.125000 Penalty: 4281.535156
	Iteration 29Q: 3 clusters Score -475601.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -475608.031250 Penalty: 4281.535156
	Iteration 30Q: 3 clusters Score -475608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -475612.125000 Penalty: 4281.535156
	Iteration 31Q: 3 clusters Score -475612.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -475615.937500 Penalty: 4281.535156
	Iteration 32Q: 3 clusters Score -475615.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -475617.468750 Penalty: 4281.535156
	Iteration 33Q: 3 clusters Score -475617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -475618.812500 Penalty: 4281.535156
	Iteration 34Q: 3 clusters Score -475618.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -475622.250000 Penalty: 4281.535156
	Iteration 35Q: 3 clusters Score -475622.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -475624.437500 Penalty: 4281.535156
	Iteration 36Q: 3 clusters Score -475624.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -475630.968750 Penalty: 4281.535156
	Iteration 37Q: 3 clusters Score -475631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -475636.781250 Penalty: 4281.535156
	Iteration 38Q: 3 clusters Score -475636.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -475642.593750 Penalty: 4281.535156
	Iteration 39Q: 3 clusters Score -475642.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -475650.437500 Penalty: 4281.535156
	Iteration 40F: 3 clusters Score -475650.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -475658.656250 Penalty: 4281.535156
	Iteration 41Q: 3 clusters Score -475658.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -475663.375000 Penalty: 4281.535156
	Iteration 42Q: 3 clusters Score -475663.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -475669.281250 Penalty: 4281.535156
	Iteration 43Q: 3 clusters Score -475669.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -475672.843750 Penalty: 4281.535156
	Iteration 44Q: 3 clusters Score -475672.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -475675.593750 Penalty: 4281.535156
	Iteration 45Q: 3 clusters Score -475675.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -475680.218750 Penalty: 4281.535156
	Iteration 46Q: 3 clusters Score -475680.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -475682.281250 Penalty: 4281.535156
	Iteration 47Q: 3 clusters Score -475682.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -475684.906250 Penalty: 4281.535156
	Iteration 48Q: 3 clusters Score -475684.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -475686.750000 Penalty: 4281.535156
	Iteration 49Q: 3 clusters Score -475686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -475687.937500 Penalty: 4281.535156
	Iteration 50Q: 3 clusters Score -475687.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -475690.781250 Penalty: 4281.535156
	Iteration 51Q: 3 clusters Score -475690.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -475692.062500 Penalty: 4281.535156
	Iteration 52Q: 3 clusters Score -475692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -475692.718750 Penalty: 4281.535156
	Iteration 53Q: 3 clusters Score -475692.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -475694.812500 Penalty: 4281.535156
	Iteration 54Q: 3 clusters Score -475694.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -475694.906250 Penalty: 4281.535156
	Iteration 55Q: 3 clusters Score -475694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -475695.250000 Penalty: 4281.535156
	Iteration 56Q: 3 clusters Score -475695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -475697.312500 Penalty: 4281.535156
	Iteration 57Q: 3 clusters Score -475697.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -475697.031250 Penalty: 4281.535156
	Iteration 58Q: 3 clusters Score -475697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -475697.031250 Penalty: 4281.535156
	Iteration 59F: 3 clusters Score -475697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Entering Unmasked Estep 
Score: -708135.375000 Penalty: 2205.605957
	Iteration 0F: 2 clusters Score -708135.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -702123.062500 Penalty: 4411.211914
	Iteration 0F: 3 clusters Score -702123.1 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -703777.250000 Penalty: 4411.211914
	Iteration 1F: 3 clusters Score -703777.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -704094.250000 Penalty: 4411.211914
	Iteration 2F: 3 clusters Score -704094.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -704318.187500 Penalty: 4411.211914
	Iteration 3F: 3 clusters Score -704318.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -704510.000000 Penalty: 4411.211914
	Iteration 4Q: 3 clusters Score -704510 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -704693.562500 Penalty: 4411.211914
	Iteration 5Q: 3 clusters Score -704693.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -704862.812500 Penalty: 4411.211914
	Iteration 6Q: 3 clusters Score -704862.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -705001.500000 Penalty: 4411.211914
	Iteration 7Q: 3 clusters Score -705001.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -705124.562500 Penalty: 4411.211914
	Iteration 8Q: 3 clusters Score -705124.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -705241.750000 Penalty: 4411.211914
	Iteration 9Q: 3 clusters Score -705241.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -705343.937500 Penalty: 4411.211914
	Iteration 10Q: 3 clusters Score -705343.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -705447.562500 Penalty: 4411.211914
	Iteration 11Q: 3 clusters Score -705447.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -705533.000000 Penalty: 4411.211914
	Iteration 12Q: 3 clusters Score -705533 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -705598.187500 Penalty: 4411.211914
	Iteration 13Q: 3 clusters Score -705598.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -705658.062500 Penalty: 4411.211914
	Iteration 14Q: 3 clusters Score -705658.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -705718.937500 Penalty: 4411.211914
	Iteration 15Q: 3 clusters Score -705718.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -705765.062500 Penalty: 4411.211914
	Iteration 16Q: 3 clusters Score -705765.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -705804.125000 Penalty: 4411.211914
	Iteration 17Q: 3 clusters Score -705804.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -705853.500000 Penalty: 4411.211914
	Iteration 18Q: 3 clusters Score -705853.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -705889.062500 Penalty: 4411.211914
	Iteration 19Q: 3 clusters Score -705889.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -705926.250000 Penalty: 4411.211914
	Iteration 20F: 3 clusters Score -705926.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -705965.187500 Penalty: 4411.211914
	Iteration 21Q: 3 clusters Score -705965.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -705995.937500 Penalty: 4411.211914
	Iteration 22Q: 3 clusters Score -705995.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -706031.187500 Penalty: 4411.211914
	Iteration 23Q: 3 clusters Score -706031.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -706067.625000 Penalty: 4411.211914
	Iteration 24Q: 3 clusters Score -706067.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -706100.625000 Penalty: 4411.211914
	Iteration 25Q: 3 clusters Score -706100.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -706134.500000 Penalty: 4411.211914
	Iteration 26Q: 3 clusters Score -706134.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -706169.562500 Penalty: 4411.211914
	Iteration 27Q: 3 clusters Score -706169.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -706203.687500 Penalty: 4411.211914
	Iteration 28Q: 3 clusters Score -706203.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -706249.875000 Penalty: 4411.211914
	Iteration 29Q: 3 clusters Score -706249.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -706293.437500 Penalty: 4411.211914
	Iteration 30Q: 3 clusters Score -706293.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -706339.125000 Penalty: 4411.211914
	Iteration 31Q: 3 clusters Score -706339.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -706389.625000 Penalty: 4411.211914
	Iteration 32Q: 3 clusters Score -706389.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -706431.250000 Penalty: 4411.211914
	Iteration 33Q: 3 clusters Score -706431.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -706476.125000 Penalty: 4411.211914
	Iteration 34Q: 3 clusters Score -706476.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -706527.187500 Penalty: 4411.211914
	Iteration 35Q: 3 clusters Score -706527.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -706580.875000 Penalty: 4411.211914
	Iteration 36Q: 3 clusters Score -706580.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -706646.625000 Penalty: 4411.211914
	Iteration 37Q: 3 clusters Score -706646.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -706716.062500 Penalty: 4411.211914
	Iteration 38Q: 3 clusters Score -706716.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -706788.500000 Penalty: 4411.211914
	Iteration 39Q: 3 clusters Score -706788.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -706866.625000 Penalty: 4411.211914
	Iteration 40F: 3 clusters Score -706866.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -706922.687500 Penalty: 4411.211914
	Iteration 41Q: 3 clusters Score -706922.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -706976.437500 Penalty: 4411.211914
	Iteration 42Q: 3 clusters Score -706976.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -707023.937500 Penalty: 4411.211914
	Iteration 43Q: 3 clusters Score -707023.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -707053.687500 Penalty: 4411.211914
	Iteration 44Q: 3 clusters Score -707053.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -707069.062500 Penalty: 4411.211914
	Iteration 45Q: 3 clusters Score -707069.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -707076.437500 Penalty: 4411.211914
	Iteration 46Q: 3 clusters Score -707076.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -707085.937500 Penalty: 4411.211914
	Iteration 47Q: 3 clusters Score -707085.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -707090.562500 Penalty: 4411.211914
	Iteration 48Q: 3 clusters Score -707090.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -707105.062500 Penalty: 4411.211914
	Iteration 49Q: 3 clusters Score -707105.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -707112.187500 Penalty: 4411.211914
	Iteration 50Q: 3 clusters Score -707112.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -707117.750000 Penalty: 4411.211914
	Iteration 51Q: 3 clusters Score -707117.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -707124.812500 Penalty: 4411.211914
	Iteration 52Q: 3 clusters Score -707124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -707129.062500 Penalty: 4411.211914
	Iteration 53Q: 3 clusters Score -707129.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -707131.500000 Penalty: 4411.211914
	Iteration 54Q: 3 clusters Score -707131.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -707133.000000 Penalty: 4411.211914
	Iteration 55Q: 3 clusters Score -707133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -707133.375000 Penalty: 4411.211914
	Iteration 56Q: 3 clusters Score -707133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -707133.937500 Penalty: 4411.211914
	Iteration 57Q: 3 clusters Score -707133.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -707133.937500 Penalty: 4411.211914
	Iteration 58F: 3 clusters Score -707133.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Entering Unmasked Estep 
Score: -330348.718750 Penalty: 2027.256470
	Iteration 0F: 2 clusters Score -330348.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -326739.843750 Penalty: 4054.512939
	Iteration 0F: 3 clusters Score -326739.8 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -327648.750000 Penalty: 4054.512939
	Iteration 1F: 3 clusters Score -327648.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -327965.687500 Penalty: 4054.512939
	Iteration 2F: 3 clusters Score -327965.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -328244.093750 Penalty: 4054.512939
	Iteration 3F: 3 clusters Score -328244.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -328499.812500 Penalty: 4054.512939
	Iteration 4F: 3 clusters Score -328499.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -328744.781250 Penalty: 4054.512939
	Iteration 5F: 3 clusters Score -328744.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -328987.843750 Penalty: 4054.512939
	Iteration 6F: 3 clusters Score -328987.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -329205.156250 Penalty: 4054.512939
	Iteration 7Q: 3 clusters Score -329205.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -329434.718750 Penalty: 4054.512939
	Iteration 8Q: 3 clusters Score -329434.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -329598.843750 Penalty: 4054.512939
	Iteration 9Q: 3 clusters Score -329598.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -329726.468750 Penalty: 4054.512939
	Iteration 10Q: 3 clusters Score -329726.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -329828.625000 Penalty: 4054.512939
	Iteration 11Q: 3 clusters Score -329828.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -329890.968750 Penalty: 4054.512939
	Iteration 12Q: 3 clusters Score -329891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -329913.468750 Penalty: 4054.512939
	Iteration 13Q: 3 clusters Score -329913.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -329922.968750 Penalty: 4054.512939
	Iteration 14Q: 3 clusters Score -329923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -329927.937500 Penalty: 4054.512939
	Iteration 15Q: 3 clusters Score -329927.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -329930.968750 Penalty: 4054.512939
	Iteration 16Q: 3 clusters Score -329931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -329933.000000 Penalty: 4054.512939
	Iteration 17Q: 3 clusters Score -329933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -329933.000000 Penalty: 4054.512939
	Iteration 18F: 3 clusters Score -329933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Entering Unmasked Estep 
Score: -748698.250000 Penalty: 2208.550049
	Iteration 0F: 2 clusters Score -748698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -742672.750000 Penalty: 4417.100098
	Iteration 0F: 3 clusters Score -742672.8 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -744223.187500 Penalty: 4417.100098
	Iteration 1F: 3 clusters Score -744223.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -744406.937500 Penalty: 4417.100098
	Iteration 2F: 3 clusters Score -744406.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -744517.062500 Penalty: 4417.100098
	Iteration 3Q: 3 clusters Score -744517.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -744602.812500 Penalty: 4417.100098
	Iteration 4Q: 3 clusters Score -744602.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -744669.562500 Penalty: 4417.100098
	Iteration 5Q: 3 clusters Score -744669.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -744732.625000 Penalty: 4417.100098
	Iteration 6Q: 3 clusters Score -744732.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -744785.687500 Penalty: 4417.100098
	Iteration 7Q: 3 clusters Score -744785.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -744837.125000 Penalty: 4417.100098
	Iteration 8Q: 3 clusters Score -744837.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -744897.500000 Penalty: 4417.100098
	Iteration 9Q: 3 clusters Score -744897.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -744955.437500 Penalty: 4417.100098
	Iteration 10Q: 3 clusters Score -744955.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -745020.187500 Penalty: 4417.100098
	Iteration 11Q: 3 clusters Score -745020.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -745087.000000 Penalty: 4417.100098
	Iteration 12Q: 3 clusters Score -745087 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -745168.000000 Penalty: 4417.100098
	Iteration 13Q: 3 clusters Score -745168 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -745233.250000 Penalty: 4417.100098
	Iteration 14Q: 3 clusters Score -745233.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -745309.437500 Penalty: 4417.100098
	Iteration 15Q: 3 clusters Score -745309.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -745408.000000 Penalty: 4417.100098
	Iteration 16Q: 3 clusters Score -745408 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -745526.250000 Penalty: 4417.100098
	Iteration 17Q: 3 clusters Score -745526.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -745681.937500 Penalty: 4417.100098
	Iteration 18Q: 3 clusters Score -745681.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -745855.250000 Penalty: 4417.100098
	Iteration 19Q: 3 clusters Score -745855.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -746015.437500 Penalty: 4417.100098
	Iteration 20F: 3 clusters Score -746015.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -746181.437500 Penalty: 4417.100098
	Iteration 21Q: 3 clusters Score -746181.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -746318.750000 Penalty: 4417.100098
	Iteration 22Q: 3 clusters Score -746318.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -746433.187500 Penalty: 4417.100098
	Iteration 23Q: 3 clusters Score -746433.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -746525.125000 Penalty: 4417.100098
	Iteration 24Q: 3 clusters Score -746525.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -746593.000000 Penalty: 4417.100098
	Iteration 25Q: 3 clusters Score -746593 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -746657.062500 Penalty: 4417.100098
	Iteration 26Q: 3 clusters Score -746657.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -746716.750000 Penalty: 4417.100098
	Iteration 27Q: 3 clusters Score -746716.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -746768.125000 Penalty: 4417.100098
	Iteration 28Q: 3 clusters Score -746768.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -746808.250000 Penalty: 4417.100098
	Iteration 29Q: 3 clusters Score -746808.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -746829.000000 Penalty: 4417.100098
	Iteration 30Q: 3 clusters Score -746829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -746849.000000 Penalty: 4417.100098
	Iteration 31Q: 3 clusters Score -746849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -746859.937500 Penalty: 4417.100098
	Iteration 32Q: 3 clusters Score -746859.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -746867.375000 Penalty: 4417.100098
	Iteration 33Q: 3 clusters Score -746867.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -746872.562500 Penalty: 4417.100098
	Iteration 34Q: 3 clusters Score -746872.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -746879.687500 Penalty: 4417.100098
	Iteration 35Q: 3 clusters Score -746879.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -746886.187500 Penalty: 4417.100098
	Iteration 36Q: 3 clusters Score -746886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -746889.875000 Penalty: 4417.100098
	Iteration 37Q: 3 clusters Score -746889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -746890.187500 Penalty: 4417.100098
	Iteration 38Q: 3 clusters Score -746890.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -746890.187500 Penalty: 4417.100098
	Iteration 39F: 3 clusters Score -746890.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (66864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Entering Unmasked Estep 
Score: -6797191.500000 Penalty: 2755.383301
	Iteration 0F: 2 clusters Score -6797192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -6752302.000000 Penalty: 5510.766602
	Iteration 0F: 3 clusters Score -6752302 nChanged 31125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -6770091.000000 Penalty: 5510.766602
	Iteration 1F: 3 clusters Score -6770091 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -6770963.500000 Penalty: 5510.766602
	Iteration 2Q: 3 clusters Score -6770964 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -6772140.000000 Penalty: 5510.766602
	Iteration 3Q: 3 clusters Score -6772140 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -6773673.000000 Penalty: 5510.766602
	Iteration 4F: 3 clusters Score -6773673 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -6775853.500000 Penalty: 5510.766602
	Iteration 5F: 3 clusters Score -6775854 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -6778821.500000 Penalty: 5510.766602
	Iteration 6F: 3 clusters Score -6778822 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -6782227.500000 Penalty: 5510.766602
	Iteration 7F: 3 clusters Score -6782228 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -6785751.500000 Penalty: 5510.766602
	Iteration 8F: 3 clusters Score -6785752 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58394 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -6788761.500000 Penalty: 5510.766602
	Iteration 9F: 3 clusters Score -6788762 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -6791175.000000 Penalty: 5510.766602
	Iteration 10Q: 3 clusters Score -6791175 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -6792679.500000 Penalty: 5510.766602
	Iteration 11Q: 3 clusters Score -6792680 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -6793618.500000 Penalty: 5510.766602
	Iteration 12Q: 3 clusters Score -6793618 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6794230.500000 Penalty: 5510.766602
	Iteration 13Q: 3 clusters Score -6794230 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6794486.000000 Penalty: 5510.766602
	Iteration 14Q: 3 clusters Score -6794486 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6794633.000000 Penalty: 5510.766602
	Iteration 15Q: 3 clusters Score -6794633 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6794738.000000 Penalty: 5510.766602
	Iteration 16Q: 3 clusters Score -6794738 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6794767.000000 Penalty: 5510.766602
	Iteration 17Q: 3 clusters Score -6794767 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6794816.500000 Penalty: 5510.766602
	Iteration 18Q: 3 clusters Score -6794816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6794836.000000 Penalty: 5510.766602
	Iteration 19Q: 3 clusters Score -6794836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6794847.000000 Penalty: 5510.766602
	Iteration 20F: 3 clusters Score -6794847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6794856.500000 Penalty: 5510.766602
	Iteration 21Q: 3 clusters Score -6794856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6794879.000000 Penalty: 5510.766602
	Iteration 22Q: 3 clusters Score -6794879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66153 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6794883.500000 Penalty: 5510.766602
	Iteration 23Q: 3 clusters Score -6794884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6794889.500000 Penalty: 5510.766602
	Iteration 24Q: 3 clusters Score -6794890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6794899.500000 Penalty: 5510.766602
	Iteration 25Q: 3 clusters Score -6794900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6794912.000000 Penalty: 5510.766602
	Iteration 26Q: 3 clusters Score -6794912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6794916.000000 Penalty: 5510.766602
	Iteration 27Q: 3 clusters Score -6794916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6794923.500000 Penalty: 5510.766602
	Iteration 28Q: 3 clusters Score -6794924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6794928.500000 Penalty: 5510.766602
	Iteration 29Q: 3 clusters Score -6794928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6794928.000000 Penalty: 5510.766602
	Iteration 30Q: 3 clusters Score -6794928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6794930.500000 Penalty: 5510.766602
	Iteration 31Q: 3 clusters Score -6794930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6794935.000000 Penalty: 5510.766602
	Iteration 32Q: 3 clusters Score -6794935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6794936.000000 Penalty: 5510.766602
	Iteration 33Q: 3 clusters Score -6794936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6794938.000000 Penalty: 5510.766602
	Iteration 34Q: 3 clusters Score -6794938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6794943.000000 Penalty: 5510.766602
	Iteration 35Q: 3 clusters Score -6794943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6794949.000000 Penalty: 5510.766602
	Iteration 36Q: 3 clusters Score -6794949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6794948.500000 Penalty: 5510.766602
	Iteration 37Q: 3 clusters Score -6794948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6794952.000000 Penalty: 5510.766602
	Iteration 38Q: 3 clusters Score -6794952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6794955.000000 Penalty: 5510.766602
	Iteration 39Q: 3 clusters Score -6794955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6794949.000000 Penalty: 5510.766602
	Iteration 40F: 3 clusters Score -6794949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6794955.500000 Penalty: 5510.766602
	Iteration 41Q: 3 clusters Score -6794956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6794955.500000 Penalty: 5510.766602
	Iteration 42F: 3 clusters Score -6794956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184694 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 288045 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16328 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67219 members 
Mstep: Class 8 contains 42849 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16956 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86151 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16382 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97803 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44452 members 
Mstep: Class 19 contains 11166 members 
Mstep: Class 20 contains 25168 members 
Mstep: Class 21 contains 15607 members 
Mstep: Class 22 contains 197898 members 
Mstep: Class 23 contains 39206 members 
Mstep: Class 24 contains 228234 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31736 members 
Mstep: Class 27 contains 22398 members 
Mstep: Class 28 contains 7901 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 7285 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7372 members 
Mstep: Class 33 contains 66864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158560.000000 Penalty: 117006.343750
Iteration 199Q: 34 clusters Score -1.571586e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184694 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 288038 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16335 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 67222 members 
Mstep: Class 8 contains 42848 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16948 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86141 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16380 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97803 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44451 members 
Mstep: Class 19 contains 11168 members 
Mstep: Class 20 contains 25163 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 197946 members 
Mstep: Class 23 contains 39205 members 
Mstep: Class 24 contains 228217 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22396 members 
Mstep: Class 28 contains 7901 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 7287 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7372 members 
Mstep: Class 33 contains 66855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158496.000000 Penalty: 117006.343750
Iteration 200F: 34 clusters Score -1.571585e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184686 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 288027 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16340 members 
Mstep: Class 6 contains 8985 members 
Mstep: Class 7 contains 67222 members 
Mstep: Class 8 contains 42848 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16939 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86131 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16379 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97801 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44448 members 
Mstep: Class 19 contains 11170 members 
Mstep: Class 20 contains 25157 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198003 members 
Mstep: Class 23 contains 39203 members 
Mstep: Class 24 contains 228207 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7901 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 7288 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7373 members 
Mstep: Class 33 contains 66849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158528.000000 Penalty: 117006.343750
Iteration 201Q: 34 clusters Score -1.571585e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184685 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 288013 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16343 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67220 members 
Mstep: Class 8 contains 42848 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16930 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86113 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16378 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97803 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44443 members 
Mstep: Class 19 contains 11171 members 
Mstep: Class 20 contains 25148 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198058 members 
Mstep: Class 23 contains 39203 members 
Mstep: Class 24 contains 228204 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7902 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 7288 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7374 members 
Mstep: Class 33 contains 66847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158592.000000 Penalty: 117006.343750
Iteration 202Q: 34 clusters Score -1.571586e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184683 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287997 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16346 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67216 members 
Mstep: Class 8 contains 42848 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16925 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86102 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16377 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97801 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44441 members 
Mstep: Class 19 contains 11171 members 
Mstep: Class 20 contains 25138 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198121 members 
Mstep: Class 23 contains 39204 members 
Mstep: Class 24 contains 228191 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7903 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 7288 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158640.000000 Penalty: 117006.343750
Iteration 203Q: 34 clusters Score -1.571586e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184677 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287987 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16350 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67218 members 
Mstep: Class 8 contains 42848 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16916 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86095 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16375 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97799 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44434 members 
Mstep: Class 19 contains 11171 members 
Mstep: Class 20 contains 25132 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198190 members 
Mstep: Class 23 contains 39203 members 
Mstep: Class 24 contains 228175 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7904 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 7288 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158560.000000 Penalty: 117006.343750
Iteration 204Q: 34 clusters Score -1.571586e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184674 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287973 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16352 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67219 members 
Mstep: Class 8 contains 42848 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16916 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86083 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16374 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97802 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44433 members 
Mstep: Class 19 contains 11173 members 
Mstep: Class 20 contains 25128 members 
Mstep: Class 21 contains 15610 members 
Mstep: Class 22 contains 198241 members 
Mstep: Class 23 contains 39206 members 
Mstep: Class 24 contains 228157 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7904 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 7288 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158528.000000 Penalty: 117006.343750
Iteration 205Q: 34 clusters Score -1.571585e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184669 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287957 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16353 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67219 members 
Mstep: Class 8 contains 42849 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16909 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86076 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16374 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97802 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44432 members 
Mstep: Class 19 contains 11173 members 
Mstep: Class 20 contains 25116 members 
Mstep: Class 21 contains 15612 members 
Mstep: Class 22 contains 198298 members 
Mstep: Class 23 contains 39210 members 
Mstep: Class 24 contains 228147 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7288 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158624.000000 Penalty: 117006.343750
Iteration 206Q: 34 clusters Score -1.571586e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184662 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287951 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16360 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67217 members 
Mstep: Class 8 contains 42849 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16907 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86070 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16371 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97802 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44429 members 
Mstep: Class 19 contains 11176 members 
Mstep: Class 20 contains 25104 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198344 members 
Mstep: Class 23 contains 39212 members 
Mstep: Class 24 contains 228142 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7288 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158640.000000 Penalty: 117006.343750
Iteration 207Q: 34 clusters Score -1.571586e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184659 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287941 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16365 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67214 members 
Mstep: Class 8 contains 42850 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16910 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86061 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16365 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97803 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44426 members 
Mstep: Class 19 contains 11179 members 
Mstep: Class 20 contains 25096 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198397 members 
Mstep: Class 23 contains 39208 members 
Mstep: Class 24 contains 228132 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7288 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158640.000000 Penalty: 117006.343750
Iteration 208Q: 34 clusters Score -1.571586e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184657 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287934 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16370 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67209 members 
Mstep: Class 8 contains 42850 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16909 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86055 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16360 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97804 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44424 members 
Mstep: Class 19 contains 11180 members 
Mstep: Class 20 contains 25091 members 
Mstep: Class 21 contains 15610 members 
Mstep: Class 22 contains 198439 members 
Mstep: Class 23 contains 39208 members 
Mstep: Class 24 contains 228125 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158592.000000 Penalty: 117006.343750
Iteration 209Q: 34 clusters Score -1.571586e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184654 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287932 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16375 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67205 members 
Mstep: Class 8 contains 42850 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16908 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86046 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16359 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97808 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44423 members 
Mstep: Class 19 contains 11180 members 
Mstep: Class 20 contains 25087 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198472 members 
Mstep: Class 23 contains 39209 members 
Mstep: Class 24 contains 228120 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3549 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158560.000000 Penalty: 117006.343750
Iteration 210Q: 34 clusters Score -1.571586e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184647 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287932 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16383 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67203 members 
Mstep: Class 8 contains 42850 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16907 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86040 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16357 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97808 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44422 members 
Mstep: Class 19 contains 11180 members 
Mstep: Class 20 contains 25085 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198497 members 
Mstep: Class 23 contains 39207 members 
Mstep: Class 24 contains 228116 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158544.000000 Penalty: 117006.343750
Iteration 211Q: 34 clusters Score -1.571585e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184647 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287931 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16391 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67202 members 
Mstep: Class 8 contains 42849 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16906 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86037 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16356 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97808 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44420 members 
Mstep: Class 19 contains 11180 members 
Mstep: Class 20 contains 25082 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198514 members 
Mstep: Class 23 contains 39207 members 
Mstep: Class 24 contains 228113 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158624.000000 Penalty: 117006.343750
Iteration 212Q: 34 clusters Score -1.571586e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184644 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287927 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16400 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67201 members 
Mstep: Class 8 contains 42849 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16906 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86036 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16356 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97807 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44418 members 
Mstep: Class 19 contains 11180 members 
Mstep: Class 20 contains 25079 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198532 members 
Mstep: Class 23 contains 39207 members 
Mstep: Class 24 contains 228107 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158608.000000 Penalty: 117006.343750
Iteration 213Q: 34 clusters Score -1.571586e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184639 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287921 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16408 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67199 members 
Mstep: Class 8 contains 42849 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16906 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86032 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16355 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97807 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44415 members 
Mstep: Class 19 contains 11180 members 
Mstep: Class 20 contains 25080 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198548 members 
Mstep: Class 23 contains 39207 members 
Mstep: Class 24 contains 228108 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158544.000000 Penalty: 117006.343750
Iteration 214Q: 34 clusters Score -1.571585e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184635 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287919 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16413 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67197 members 
Mstep: Class 8 contains 42849 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16906 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86028 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97806 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44415 members 
Mstep: Class 19 contains 11180 members 
Mstep: Class 20 contains 25080 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198562 members 
Mstep: Class 23 contains 39208 members 
Mstep: Class 24 contains 228104 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158528.000000 Penalty: 117006.343750
Iteration 215Q: 34 clusters Score -1.571585e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184632 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287919 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16415 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42848 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16906 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86023 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97806 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44414 members 
Mstep: Class 19 contains 11180 members 
Mstep: Class 20 contains 25080 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198573 members 
Mstep: Class 23 contains 39210 members 
Mstep: Class 24 contains 228103 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158480.000000 Penalty: 117006.343750
Iteration 216Q: 34 clusters Score -1.571585e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184630 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287919 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16417 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42848 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16906 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86019 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97805 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44413 members 
Mstep: Class 19 contains 11181 members 
Mstep: Class 20 contains 25079 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198584 members 
Mstep: Class 23 contains 39214 members 
Mstep: Class 24 contains 228100 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158560.000000 Penalty: 117006.343750
Iteration 217Q: 34 clusters Score -1.571586e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184632 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287918 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16420 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67196 members 
Mstep: Class 8 contains 42848 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16906 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86013 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97805 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44412 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25078 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198587 members 
Mstep: Class 23 contains 39215 members 
Mstep: Class 24 contains 228098 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 218Q: 34 clusters Score -1.571587e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184632 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287917 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16421 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67196 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16905 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86009 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97805 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44412 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25078 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198597 members 
Mstep: Class 23 contains 39218 members 
Mstep: Class 24 contains 228094 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158640.000000 Penalty: 117006.343750
Iteration 219Q: 34 clusters Score -1.571586e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184632 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287917 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16423 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67196 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16903 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86006 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97806 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44410 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25078 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198602 members 
Mstep: Class 23 contains 39220 members 
Mstep: Class 24 contains 228093 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158576.000000 Penalty: 117006.343750
Iteration 220F: 34 clusters Score -1.571586e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184630 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287917 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16426 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67197 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16901 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86004 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97807 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44410 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25078 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198604 members 
Mstep: Class 23 contains 39220 members 
Mstep: Class 24 contains 228094 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158640.000000 Penalty: 117006.343750
Iteration 221Q: 34 clusters Score -1.571586e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184627 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287916 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16430 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67197 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16900 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86004 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97808 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44410 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25077 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198606 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 228095 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158624.000000 Penalty: 117006.343750
Iteration 222Q: 34 clusters Score -1.571586e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184626 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287916 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16434 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67197 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86004 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16353 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97807 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44410 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25077 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198609 members 
Mstep: Class 23 contains 39218 members 
Mstep: Class 24 contains 228094 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158640.000000 Penalty: 117006.343750
Iteration 223Q: 34 clusters Score -1.571586e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184625 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287916 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16436 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67197 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86003 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16352 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97807 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44410 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25077 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198609 members 
Mstep: Class 23 contains 39217 members 
Mstep: Class 24 contains 228095 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158624.000000 Penalty: 117006.343750
Iteration 224Q: 34 clusters Score -1.571586e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184625 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287917 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16437 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67197 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86002 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16351 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97807 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44410 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25076 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198611 members 
Mstep: Class 23 contains 39216 members 
Mstep: Class 24 contains 228095 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158608.000000 Penalty: 117006.343750
Iteration 225Q: 34 clusters Score -1.571586e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287918 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16440 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 67197 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86002 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16350 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97807 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44410 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25073 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198615 members 
Mstep: Class 23 contains 39218 members 
Mstep: Class 24 contains 228092 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 226Q: 34 clusters Score -1.571587e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287918 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16441 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67196 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86002 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16349 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97808 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44409 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25070 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198620 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 228090 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 227Q: 34 clusters Score -1.571587e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287918 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16443 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86002 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16347 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97808 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25066 members 
Mstep: Class 21 contains 15612 members 
Mstep: Class 22 contains 198625 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 228090 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158656.000000 Penalty: 117006.343750
Iteration 228Q: 34 clusters Score -1.571587e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287918 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16443 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86002 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97808 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25062 members 
Mstep: Class 21 contains 15612 members 
Mstep: Class 22 contains 198630 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 228090 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158656.000000 Penalty: 117006.343750
Iteration 229Q: 34 clusters Score -1.571587e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287919 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16443 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86001 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97808 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25057 members 
Mstep: Class 21 contains 15612 members 
Mstep: Class 22 contains 198636 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 228090 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 230Q: 34 clusters Score -1.571587e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287918 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16443 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 86001 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97807 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25053 members 
Mstep: Class 21 contains 15612 members 
Mstep: Class 22 contains 198646 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 228090 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 231Q: 34 clusters Score -1.571587e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287915 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16443 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85999 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97807 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25049 members 
Mstep: Class 21 contains 15612 members 
Mstep: Class 22 contains 198654 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 228090 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 232Q: 34 clusters Score -1.571587e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287910 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16443 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85993 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97807 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25050 members 
Mstep: Class 21 contains 15612 members 
Mstep: Class 22 contains 198665 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 228089 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 233Q: 34 clusters Score -1.571587e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287907 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16443 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85990 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97808 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25049 members 
Mstep: Class 21 contains 15612 members 
Mstep: Class 22 contains 198672 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 228089 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158656.000000 Penalty: 117006.343750
Iteration 234Q: 34 clusters Score -1.571587e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184620 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287909 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16443 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85988 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97809 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25046 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 198680 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 228088 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 235Q: 34 clusters Score -1.571588e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287908 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85985 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16344 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97810 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25042 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198691 members 
Mstep: Class 23 contains 39220 members 
Mstep: Class 24 contains 228088 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 236Q: 34 clusters Score -1.571588e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287907 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85979 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16344 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97810 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44407 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25041 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198702 members 
Mstep: Class 23 contains 39222 members 
Mstep: Class 24 contains 228087 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 237Q: 34 clusters Score -1.571587e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287907 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85976 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16344 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97810 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25039 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198709 members 
Mstep: Class 23 contains 39223 members 
Mstep: Class 24 contains 228084 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 238Q: 34 clusters Score -1.571588e+08 nChanged 7
Entering ConstructFrom: 
Score: -157158752.000000 Penalty: 117006.343750
Entering ConstructFrom: 
Trying to split cluster 1 (184621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184621 members 
Entering Unmasked Estep 
Score: -18568246.000000 Penalty: 3007.262939
	Iteration 0F: 2 clusters Score -1.856825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92275 members 
Mstep: Class 2 contains 92346 members 
Entering Unmasked Estep 
Score: -18445192.000000 Penalty: 6014.525879
	Iteration 0F: 3 clusters Score -1.844519e+07 nChanged 88541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90004 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -18496320.000000 Penalty: 6014.525879
	Iteration 1F: 3 clusters Score -1.849632e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88437 members 
Mstep: Class 2 contains 96184 members 
Entering Unmasked Estep 
Score: -18497198.000000 Penalty: 6014.525879
	Iteration 2Q: 3 clusters Score -1.84972e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 98463 members 
Entering Unmasked Estep 
Score: -18498078.000000 Penalty: 6014.525879
	Iteration 3Q: 3 clusters Score -1.849808e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 101971 members 
Entering Unmasked Estep 
Score: -18499434.000000 Penalty: 6014.525879
	Iteration 4Q: 3 clusters Score -1.849943e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77267 members 
Mstep: Class 2 contains 107354 members 
Entering Unmasked Estep 
Score: -18501674.000000 Penalty: 6014.525879
	Iteration 5Q: 3 clusters Score -1.850167e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 115175 members 
Entering Unmasked Estep 
Score: -18505818.000000 Penalty: 6014.525879
	Iteration 6Q: 3 clusters Score -1.850582e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 126215 members 
Entering Unmasked Estep 
Score: -18512596.000000 Penalty: 6014.525879
	Iteration 7F: 3 clusters Score -1.85126e+07 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 140650 members 
Entering Unmasked Estep 
Score: -18523882.000000 Penalty: 6014.525879
	Iteration 8F: 3 clusters Score -1.852388e+07 nChanged 15852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 156482 members 
Entering Unmasked Estep 
Score: -18538744.000000 Penalty: 6014.525879
	Iteration 9F: 3 clusters Score -1.853874e+07 nChanged 13577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 170057 members 
Entering Unmasked Estep 
Score: -18552066.000000 Penalty: 6014.525879
	Iteration 10F: 3 clusters Score -1.855207e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 178413 members 
Entering Unmasked Estep 
Score: -18560144.000000 Penalty: 6014.525879
	Iteration 11Q: 3 clusters Score -1.856014e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 182188 members 
Entering Unmasked Estep 
Score: -18563590.000000 Penalty: 6014.525879
	Iteration 12Q: 3 clusters Score -1.856359e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 183554 members 
Entering Unmasked Estep 
Score: -18564760.000000 Penalty: 6014.525879
	Iteration 13Q: 3 clusters Score -1.856476e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 184025 members 
Entering Unmasked Estep 
Score: -18565212.000000 Penalty: 6014.525879
	Iteration 14Q: 3 clusters Score -1.856521e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 184184 members 
Entering Unmasked Estep 
Score: -18565378.000000 Penalty: 6014.525879
	Iteration 15Q: 3 clusters Score -1.856538e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 184225 members 
Entering Unmasked Estep 
Score: -18565462.000000 Penalty: 6014.525879
	Iteration 16Q: 3 clusters Score -1.856546e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 184242 members 
Entering Unmasked Estep 
Score: -18565486.000000 Penalty: 6014.525879
	Iteration 17Q: 3 clusters Score -1.856549e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 184252 members 
Entering Unmasked Estep 
Score: -18565536.000000 Penalty: 6014.525879
	Iteration 18Q: 3 clusters Score -1.856554e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 184260 members 
Entering Unmasked Estep 
Score: -18565552.000000 Penalty: 6014.525879
	Iteration 19Q: 3 clusters Score -1.856555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 184270 members 
Entering Unmasked Estep 
Score: -18565564.000000 Penalty: 6014.525879
	Iteration 20F: 3 clusters Score -1.856556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 184278 members 
Entering Unmasked Estep 
Score: -18565568.000000 Penalty: 6014.525879
	Iteration 21Q: 3 clusters Score -1.856557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 184277 members 
Entering Unmasked Estep 
Score: -18565592.000000 Penalty: 6014.525879
	Iteration 22Q: 3 clusters Score -1.856559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 184278 members 
Entering Unmasked Estep 
Score: -18565612.000000 Penalty: 6014.525879
	Iteration 23Q: 3 clusters Score -1.856561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 184281 members 
Entering Unmasked Estep 
Score: -18565596.000000 Penalty: 6014.525879
	Iteration 24Q: 3 clusters Score -1.85656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 184286 members 
Entering Unmasked Estep 
Score: -18565614.000000 Penalty: 6014.525879
	Iteration 25Q: 3 clusters Score -1.856561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 184288 members 
Entering Unmasked Estep 
Score: -18565624.000000 Penalty: 6014.525879
	Iteration 26Q: 3 clusters Score -1.856562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 184292 members 
Entering Unmasked Estep 
Score: -18565630.000000 Penalty: 6014.525879
	Iteration 27Q: 3 clusters Score -1.856563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 184296 members 
Entering Unmasked Estep 
Score: -18565636.000000 Penalty: 6014.525879
	Iteration 28Q: 3 clusters Score -1.856564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 184302 members 
Entering Unmasked Estep 
Score: -18565656.000000 Penalty: 6014.525879
	Iteration 29Q: 3 clusters Score -1.856566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 184302 members 
Entering Unmasked Estep 
Score: -18565652.000000 Penalty: 6014.525879
	Iteration 30Q: 3 clusters Score -1.856565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 184305 members 
Entering Unmasked Estep 
Score: -18565658.000000 Penalty: 6014.525879
	Iteration 31Q: 3 clusters Score -1.856566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 184303 members 
Entering Unmasked Estep 
Score: -18565658.000000 Penalty: 6014.525879
	Iteration 32Q: 3 clusters Score -1.856566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 184303 members 
Entering Unmasked Estep 
Score: -18565658.000000 Penalty: 6014.525879
	Iteration 33F: 3 clusters Score -1.856566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Entering Unmasked Estep 
Score: -600197.625000 Penalty: 2195.780029
	Iteration 0F: 2 clusters Score -600197.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -594468.750000 Penalty: 4391.560059
	Iteration 0F: 3 clusters Score -594468.8 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -596206.250000 Penalty: 4391.560059
	Iteration 1F: 3 clusters Score -596206.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -596878.125000 Penalty: 4391.560059
	Iteration 2F: 3 clusters Score -596878.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -597560.500000 Penalty: 4391.560059
	Iteration 3F: 3 clusters Score -597560.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -598066.875000 Penalty: 4391.560059
	Iteration 4F: 3 clusters Score -598066.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -598433.312500 Penalty: 4391.560059
	Iteration 5F: 3 clusters Score -598433.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -598707.437500 Penalty: 4391.560059
	Iteration 6F: 3 clusters Score -598707.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -598921.125000 Penalty: 4391.560059
	Iteration 7Q: 3 clusters Score -598921.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -599080.187500 Penalty: 4391.560059
	Iteration 8Q: 3 clusters Score -599080.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -599202.312500 Penalty: 4391.560059
	Iteration 9Q: 3 clusters Score -599202.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -599291.437500 Penalty: 4391.560059
	Iteration 10Q: 3 clusters Score -599291.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -599362.312500 Penalty: 4391.560059
	Iteration 11Q: 3 clusters Score -599362.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -599437.687500 Penalty: 4391.560059
	Iteration 12Q: 3 clusters Score -599437.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -599500.812500 Penalty: 4391.560059
	Iteration 13Q: 3 clusters Score -599500.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -599555.562500 Penalty: 4391.560059
	Iteration 14Q: 3 clusters Score -599555.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -599606.500000 Penalty: 4391.560059
	Iteration 15Q: 3 clusters Score -599606.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -599647.625000 Penalty: 4391.560059
	Iteration 16Q: 3 clusters Score -599647.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -599688.250000 Penalty: 4391.560059
	Iteration 17Q: 3 clusters Score -599688.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -599733.562500 Penalty: 4391.560059
	Iteration 18Q: 3 clusters Score -599733.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -599774.625000 Penalty: 4391.560059
	Iteration 19Q: 3 clusters Score -599774.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -599815.437500 Penalty: 4391.560059
	Iteration 20F: 3 clusters Score -599815.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -599843.562500 Penalty: 4391.560059
	Iteration 21Q: 3 clusters Score -599843.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -599863.625000 Penalty: 4391.560059
	Iteration 22Q: 3 clusters Score -599863.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -599888.062500 Penalty: 4391.560059
	Iteration 23Q: 3 clusters Score -599888.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -599911.312500 Penalty: 4391.560059
	Iteration 24Q: 3 clusters Score -599911.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -599927.812500 Penalty: 4391.560059
	Iteration 25Q: 3 clusters Score -599927.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -599944.812500 Penalty: 4391.560059
	Iteration 26Q: 3 clusters Score -599944.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -599964.312500 Penalty: 4391.560059
	Iteration 27Q: 3 clusters Score -599964.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -599983.687500 Penalty: 4391.560059
	Iteration 28Q: 3 clusters Score -599983.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -600000.875000 Penalty: 4391.560059
	Iteration 29Q: 3 clusters Score -600000.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -600011.562500 Penalty: 4391.560059
	Iteration 30Q: 3 clusters Score -600011.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -600022.187500 Penalty: 4391.560059
	Iteration 31Q: 3 clusters Score -600022.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -600032.812500 Penalty: 4391.560059
	Iteration 32Q: 3 clusters Score -600032.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -600037.312500 Penalty: 4391.560059
	Iteration 33Q: 3 clusters Score -600037.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -600045.062500 Penalty: 4391.560059
	Iteration 34Q: 3 clusters Score -600045.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -600049.750000 Penalty: 4391.560059
	Iteration 35Q: 3 clusters Score -600049.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -600052.062500 Penalty: 4391.560059
	Iteration 36Q: 3 clusters Score -600052.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -600054.312500 Penalty: 4391.560059
	Iteration 37Q: 3 clusters Score -600054.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -600056.750000 Penalty: 4391.560059
	Iteration 38Q: 3 clusters Score -600056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -600056.937500 Penalty: 4391.560059
	Iteration 39Q: 3 clusters Score -600056.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -600057.250000 Penalty: 4391.560059
	Iteration 40F: 3 clusters Score -600057.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -600058.312500 Penalty: 4391.560059
	Iteration 41Q: 3 clusters Score -600058.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -600059.687500 Penalty: 4391.560059
	Iteration 42Q: 3 clusters Score -600059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -600060.250000 Penalty: 4391.560059
	Iteration 43Q: 3 clusters Score -600060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -600060.250000 Penalty: 4391.560059
	Iteration 44F: 3 clusters Score -600060.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (287907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287907 members 
Entering Unmasked Estep 
Score: -28803748.000000 Penalty: 3117.457275
	Iteration 0F: 2 clusters Score -2.880375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143713 members 
Mstep: Class 2 contains 144194 members 
Entering Unmasked Estep 
Score: -28620816.000000 Penalty: 6234.914551
	Iteration 0F: 3 clusters Score -2.862082e+07 nChanged 139227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139354 members 
Mstep: Class 2 contains 148553 members 
Entering Unmasked Estep 
Score: -28702730.000000 Penalty: 6234.914551
	Iteration 1F: 3 clusters Score -2.870273e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136674 members 
Mstep: Class 2 contains 151233 members 
Entering Unmasked Estep 
Score: -28703806.000000 Penalty: 6234.914551
	Iteration 2Q: 3 clusters Score -2.870381e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132370 members 
Mstep: Class 2 contains 155537 members 
Entering Unmasked Estep 
Score: -28705626.000000 Penalty: 6234.914551
	Iteration 3Q: 3 clusters Score -2.870563e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125583 members 
Mstep: Class 2 contains 162324 members 
Entering Unmasked Estep 
Score: -28708498.000000 Penalty: 6234.914551
	Iteration 4Q: 3 clusters Score -2.87085e+07 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115118 members 
Mstep: Class 2 contains 172789 members 
Entering Unmasked Estep 
Score: -28713588.000000 Penalty: 6234.914551
	Iteration 5Q: 3 clusters Score -2.871359e+07 nChanged 16539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99549 members 
Mstep: Class 2 contains 188358 members 
Entering Unmasked Estep 
Score: -28722720.000000 Penalty: 6234.914551
	Iteration 6F: 3 clusters Score -2.872272e+07 nChanged 21455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78992 members 
Mstep: Class 2 contains 208915 members 
Entering Unmasked Estep 
Score: -28736578.000000 Penalty: 6234.914551
	Iteration 7F: 3 clusters Score -2.873658e+07 nChanged 23700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 231885 members 
Entering Unmasked Estep 
Score: -28754200.000000 Penalty: 6234.914551
	Iteration 8F: 3 clusters Score -2.87542e+07 nChanged 20507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 251940 members 
Entering Unmasked Estep 
Score: -28771274.000000 Penalty: 6234.914551
	Iteration 9F: 3 clusters Score -2.877127e+07 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 265165 members 
Entering Unmasked Estep 
Score: -28782960.000000 Penalty: 6234.914551
	Iteration 10Q: 3 clusters Score -2.878296e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 272734 members 
Entering Unmasked Estep 
Score: -28790000.000000 Penalty: 6234.914551
	Iteration 11Q: 3 clusters Score -2.879e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 277068 members 
Entering Unmasked Estep 
Score: -28794040.000000 Penalty: 6234.914551
	Iteration 12Q: 3 clusters Score -2.879404e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 279769 members 
Entering Unmasked Estep 
Score: -28796188.000000 Penalty: 6234.914551
	Iteration 13Q: 3 clusters Score -2.879619e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 281567 members 
Entering Unmasked Estep 
Score: -28797440.000000 Penalty: 6234.914551
	Iteration 14Q: 3 clusters Score -2.879744e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 282787 members 
Entering Unmasked Estep 
Score: -28798326.000000 Penalty: 6234.914551
	Iteration 15Q: 3 clusters Score -2.879833e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 283656 members 
Entering Unmasked Estep 
Score: -28798984.000000 Penalty: 6234.914551
	Iteration 16Q: 3 clusters Score -2.879898e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 284318 members 
Entering Unmasked Estep 
Score: -28799574.000000 Penalty: 6234.914551
	Iteration 17Q: 3 clusters Score -2.879957e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 284811 members 
Entering Unmasked Estep 
Score: -28799980.000000 Penalty: 6234.914551
	Iteration 18Q: 3 clusters Score -2.879998e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 285148 members 
Entering Unmasked Estep 
Score: -28800246.000000 Penalty: 6234.914551
	Iteration 19Q: 3 clusters Score -2.880025e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 285387 members 
Entering Unmasked Estep 
Score: -28800338.000000 Penalty: 6234.914551
	Iteration 20F: 3 clusters Score -2.880034e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 285588 members 
Entering Unmasked Estep 
Score: -28800472.000000 Penalty: 6234.914551
	Iteration 21Q: 3 clusters Score -2.880047e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 285732 members 
Entering Unmasked Estep 
Score: -28800542.000000 Penalty: 6234.914551
	Iteration 22Q: 3 clusters Score -2.880054e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 285846 members 
Entering Unmasked Estep 
Score: -28800646.000000 Penalty: 6234.914551
	Iteration 23Q: 3 clusters Score -2.880065e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 285931 members 
Entering Unmasked Estep 
Score: -28800724.000000 Penalty: 6234.914551
	Iteration 24Q: 3 clusters Score -2.880072e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 285999 members 
Entering Unmasked Estep 
Score: -28800768.000000 Penalty: 6234.914551
	Iteration 25Q: 3 clusters Score -2.880077e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 286056 members 
Entering Unmasked Estep 
Score: -28800828.000000 Penalty: 6234.914551
	Iteration 26Q: 3 clusters Score -2.880083e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 286093 members 
Entering Unmasked Estep 
Score: -28800848.000000 Penalty: 6234.914551
	Iteration 27Q: 3 clusters Score -2.880085e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 286129 members 
Entering Unmasked Estep 
Score: -28800846.000000 Penalty: 6234.914551
	Iteration 28Q: 3 clusters Score -2.880085e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 286157 members 
Entering Unmasked Estep 
Score: -28800868.000000 Penalty: 6234.914551
	Iteration 29Q: 3 clusters Score -2.880087e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 286196 members 
Entering Unmasked Estep 
Score: -28800842.000000 Penalty: 6234.914551
	Iteration 30Q: 3 clusters Score -2.880084e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 286224 members 
Entering Unmasked Estep 
Score: -28800824.000000 Penalty: 6234.914551
	Iteration 31Q: 3 clusters Score -2.880082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 286254 members 
Entering Unmasked Estep 
Score: -28800886.000000 Penalty: 6234.914551
	Iteration 32Q: 3 clusters Score -2.880089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 286270 members 
Entering Unmasked Estep 
Score: -28800888.000000 Penalty: 6234.914551
	Iteration 33Q: 3 clusters Score -2.880089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 286282 members 
Entering Unmasked Estep 
Score: -28800878.000000 Penalty: 6234.914551
	Iteration 34Q: 3 clusters Score -2.880088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 286303 members 
Entering Unmasked Estep 
Score: -28800940.000000 Penalty: 6234.914551
	Iteration 35Q: 3 clusters Score -2.880094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 286319 members 
Entering Unmasked Estep 
Score: -28800946.000000 Penalty: 6234.914551
	Iteration 36Q: 3 clusters Score -2.880095e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 286336 members 
Entering Unmasked Estep 
Score: -28800938.000000 Penalty: 6234.914551
	Iteration 37Q: 3 clusters Score -2.880094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 286348 members 
Entering Unmasked Estep 
Score: -28800928.000000 Penalty: 6234.914551
	Iteration 38Q: 3 clusters Score -2.880093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 286361 members 
Entering Unmasked Estep 
Score: -28800976.000000 Penalty: 6234.914551
	Iteration 39Q: 3 clusters Score -2.880098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 286373 members 
Entering Unmasked Estep 
Score: -28800938.000000 Penalty: 6234.914551
	Iteration 40F: 3 clusters Score -2.880094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 286380 members 
Entering Unmasked Estep 
Score: -28800950.000000 Penalty: 6234.914551
	Iteration 41Q: 3 clusters Score -2.880095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 286387 members 
Entering Unmasked Estep 
Score: -28800988.000000 Penalty: 6234.914551
	Iteration 42Q: 3 clusters Score -2.880099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 286396 members 
Entering Unmasked Estep 
Score: -28800970.000000 Penalty: 6234.914551
	Iteration 43Q: 3 clusters Score -2.880097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 286399 members 
Entering Unmasked Estep 
Score: -28800988.000000 Penalty: 6234.914551
	Iteration 44Q: 3 clusters Score -2.880099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 286405 members 
Entering Unmasked Estep 
Score: -28801010.000000 Penalty: 6234.914551
	Iteration 45Q: 3 clusters Score -2.880101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 286407 members 
Entering Unmasked Estep 
Score: -28800998.000000 Penalty: 6234.914551
	Iteration 46Q: 3 clusters Score -2.8801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 286411 members 
Entering Unmasked Estep 
Score: -28800982.000000 Penalty: 6234.914551
	Iteration 47Q: 3 clusters Score -2.880098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 286416 members 
Entering Unmasked Estep 
Score: -28801014.000000 Penalty: 6234.914551
	Iteration 48Q: 3 clusters Score -2.880101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 286425 members 
Entering Unmasked Estep 
Score: -28801004.000000 Penalty: 6234.914551
	Iteration 49Q: 3 clusters Score -2.8801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 286433 members 
Entering Unmasked Estep 
Score: -28800990.000000 Penalty: 6234.914551
	Iteration 50Q: 3 clusters Score -2.880099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 286439 members 
Entering Unmasked Estep 
Score: -28800990.000000 Penalty: 6234.914551
	Iteration 51Q: 3 clusters Score -2.880099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 286445 members 
Entering Unmasked Estep 
Score: -28801010.000000 Penalty: 6234.914551
	Iteration 52Q: 3 clusters Score -2.880101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 286448 members 
Entering Unmasked Estep 
Score: -28801024.000000 Penalty: 6234.914551
	Iteration 53Q: 3 clusters Score -2.880102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 286449 members 
Entering Unmasked Estep 
Score: -28801028.000000 Penalty: 6234.914551
	Iteration 54Q: 3 clusters Score -2.880103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 286447 members 
Entering Unmasked Estep 
Score: -28801036.000000 Penalty: 6234.914551
	Iteration 55Q: 3 clusters Score -2.880104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 286447 members 
Entering Unmasked Estep 
Score: -28801032.000000 Penalty: 6234.914551
	Iteration 56Q: 3 clusters Score -2.880103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 286451 members 
Entering Unmasked Estep 
Score: -28801034.000000 Penalty: 6234.914551
	Iteration 57Q: 3 clusters Score -2.880103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 286451 members 
Entering Unmasked Estep 
Score: -28801044.000000 Penalty: 6234.914551
	Iteration 58Q: 3 clusters Score -2.880104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 286455 members 
Entering Unmasked Estep 
Score: -28801044.000000 Penalty: 6234.914551
	Iteration 59Q: 3 clusters Score -2.880104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 286460 members 
Entering Unmasked Estep 
Score: -28801050.000000 Penalty: 6234.914551
	Iteration 60F: 3 clusters Score -2.880105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 286470 members 
Entering Unmasked Estep 
Score: -28801066.000000 Penalty: 6234.914551
	Iteration 61Q: 3 clusters Score -2.880107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 286473 members 
Entering Unmasked Estep 
Score: -28801064.000000 Penalty: 6234.914551
	Iteration 62Q: 3 clusters Score -2.880106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 286474 members 
Entering Unmasked Estep 
Score: -28801082.000000 Penalty: 6234.914551
	Iteration 63Q: 3 clusters Score -2.880108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 286475 members 
Entering Unmasked Estep 
Score: -28801082.000000 Penalty: 6234.914551
	Iteration 64Q: 3 clusters Score -2.880108e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 286477 members 
Entering Unmasked Estep 
Score: -28801100.000000 Penalty: 6234.914551
	Iteration 65Q: 3 clusters Score -2.88011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 286481 members 
Entering Unmasked Estep 
Score: -28801100.000000 Penalty: 6234.914551
	Iteration 66Q: 3 clusters Score -2.88011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 286489 members 
Entering Unmasked Estep 
Score: -28801098.000000 Penalty: 6234.914551
	Iteration 67Q: 3 clusters Score -2.88011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 286494 members 
Entering Unmasked Estep 
Score: -28801110.000000 Penalty: 6234.914551
	Iteration 68Q: 3 clusters Score -2.880111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 286499 members 
Entering Unmasked Estep 
Score: -28801148.000000 Penalty: 6234.914551
	Iteration 69Q: 3 clusters Score -2.880115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 286504 members 
Entering Unmasked Estep 
Score: -28801156.000000 Penalty: 6234.914551
	Iteration 70Q: 3 clusters Score -2.880116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 286511 members 
Entering Unmasked Estep 
Score: -28801144.000000 Penalty: 6234.914551
	Iteration 71Q: 3 clusters Score -2.880114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 286516 members 
Entering Unmasked Estep 
Score: -28801152.000000 Penalty: 6234.914551
	Iteration 72Q: 3 clusters Score -2.880115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 286522 members 
Entering Unmasked Estep 
Score: -28801158.000000 Penalty: 6234.914551
	Iteration 73Q: 3 clusters Score -2.880116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 286524 members 
Entering Unmasked Estep 
Score: -28801174.000000 Penalty: 6234.914551
	Iteration 74Q: 3 clusters Score -2.880117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 286524 members 
Entering Unmasked Estep 
Score: -28801172.000000 Penalty: 6234.914551
	Iteration 75Q: 3 clusters Score -2.880117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 286523 members 
Entering Unmasked Estep 
Score: -28801182.000000 Penalty: 6234.914551
	Iteration 76Q: 3 clusters Score -2.880118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 286523 members 
Entering Unmasked Estep 
Score: -28801182.000000 Penalty: 6234.914551
	Iteration 77F: 3 clusters Score -2.880118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Entering Unmasked Estep 
Score: -1530451.125000 Penalty: 2398.107422
	Iteration 0F: 2 clusters Score -1530451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1519056.875000 Penalty: 4796.214844
	Iteration 0F: 3 clusters Score -1519057 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1522974.625000 Penalty: 4796.214844
	Iteration 1F: 3 clusters Score -1522975 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1523465.625000 Penalty: 4796.214844
	Iteration 2F: 3 clusters Score -1523466 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1523938.750000 Penalty: 4796.214844
	Iteration 3F: 3 clusters Score -1523939 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1524485.875000 Penalty: 4796.214844
	Iteration 4F: 3 clusters Score -1524486 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1525177.750000 Penalty: 4796.214844
	Iteration 5F: 3 clusters Score -1525178 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1525909.875000 Penalty: 4796.214844
	Iteration 6F: 3 clusters Score -1525910 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1526659.750000 Penalty: 4796.214844
	Iteration 7F: 3 clusters Score -1526660 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1527397.000000 Penalty: 4796.214844
	Iteration 8F: 3 clusters Score -1527397 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1528128.375000 Penalty: 4796.214844
	Iteration 9Q: 3 clusters Score -1528128 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1528737.125000 Penalty: 4796.214844
	Iteration 10Q: 3 clusters Score -1528737 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1529215.250000 Penalty: 4796.214844
	Iteration 11Q: 3 clusters Score -1529215 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1529501.000000 Penalty: 4796.214844
	Iteration 12Q: 3 clusters Score -1529501 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1529672.000000 Penalty: 4796.214844
	Iteration 13Q: 3 clusters Score -1529672 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1529783.750000 Penalty: 4796.214844
	Iteration 14Q: 3 clusters Score -1529784 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1529852.875000 Penalty: 4796.214844
	Iteration 15Q: 3 clusters Score -1529853 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1529908.375000 Penalty: 4796.214844
	Iteration 16Q: 3 clusters Score -1529908 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1529940.250000 Penalty: 4796.214844
	Iteration 17Q: 3 clusters Score -1529940 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1529973.625000 Penalty: 4796.214844
	Iteration 18Q: 3 clusters Score -1529974 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1529999.000000 Penalty: 4796.214844
	Iteration 19Q: 3 clusters Score -1529999 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1530015.625000 Penalty: 4796.214844
	Iteration 20F: 3 clusters Score -1530016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1530032.500000 Penalty: 4796.214844
	Iteration 21Q: 3 clusters Score -1530032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1530041.125000 Penalty: 4796.214844
	Iteration 22Q: 3 clusters Score -1530041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1530047.250000 Penalty: 4796.214844
	Iteration 23Q: 3 clusters Score -1530047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1530056.500000 Penalty: 4796.214844
	Iteration 24Q: 3 clusters Score -1530056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1530062.625000 Penalty: 4796.214844
	Iteration 25Q: 3 clusters Score -1530063 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1530086.875000 Penalty: 4796.214844
	Iteration 26Q: 3 clusters Score -1530087 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1530100.500000 Penalty: 4796.214844
	Iteration 27Q: 3 clusters Score -1530100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1530124.000000 Penalty: 4796.214844
	Iteration 28Q: 3 clusters Score -1530124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1530152.000000 Penalty: 4796.214844
	Iteration 29Q: 3 clusters Score -1530152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1530177.750000 Penalty: 4796.214844
	Iteration 30Q: 3 clusters Score -1530178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1530196.750000 Penalty: 4796.214844
	Iteration 31Q: 3 clusters Score -1530197 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1530211.875000 Penalty: 4796.214844
	Iteration 32Q: 3 clusters Score -1530212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1530230.000000 Penalty: 4796.214844
	Iteration 33Q: 3 clusters Score -1530230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1530238.250000 Penalty: 4796.214844
	Iteration 34Q: 3 clusters Score -1530238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1530253.000000 Penalty: 4796.214844
	Iteration 35Q: 3 clusters Score -1530253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1530255.625000 Penalty: 4796.214844
	Iteration 36Q: 3 clusters Score -1530256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1530261.000000 Penalty: 4796.214844
	Iteration 37Q: 3 clusters Score -1530261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1530262.875000 Penalty: 4796.214844
	Iteration 38Q: 3 clusters Score -1530263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1530266.500000 Penalty: 4796.214844
	Iteration 39Q: 3 clusters Score -1530266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1530274.500000 Penalty: 4796.214844
	Iteration 40F: 3 clusters Score -1530274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1530287.250000 Penalty: 4796.214844
	Iteration 41Q: 3 clusters Score -1530287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1530284.500000 Penalty: 4796.214844
	Iteration 42Q: 3 clusters Score -1530284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1530291.500000 Penalty: 4796.214844
	Iteration 43Q: 3 clusters Score -1530292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1530296.125000 Penalty: 4796.214844
	Iteration 44Q: 3 clusters Score -1530296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1530296.625000 Penalty: 4796.214844
	Iteration 45Q: 3 clusters Score -1530297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1530298.500000 Penalty: 4796.214844
	Iteration 46Q: 3 clusters Score -1530298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1530297.875000 Penalty: 4796.214844
	Iteration 47Q: 3 clusters Score -1530298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1530301.375000 Penalty: 4796.214844
	Iteration 48Q: 3 clusters Score -1530301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1530299.750000 Penalty: 4796.214844
	Iteration 49Q: 3 clusters Score -1530300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1530303.000000 Penalty: 4796.214844
	Iteration 50Q: 3 clusters Score -1530303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1530301.250000 Penalty: 4796.214844
	Iteration 51Q: 3 clusters Score -1530301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1530298.875000 Penalty: 4796.214844
	Iteration 52Q: 3 clusters Score -1530299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1530299.500000 Penalty: 4796.214844
	Iteration 53Q: 3 clusters Score -1530300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1530300.000000 Penalty: 4796.214844
	Iteration 54Q: 3 clusters Score -1530300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1530300.000000 Penalty: 4796.214844
	Iteration 55Q: 3 clusters Score -1530300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1530300.000000 Penalty: 4796.214844
	Iteration 56F: 3 clusters Score -1530300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Entering Unmasked Estep 
Score: -1598769.875000 Penalty: 2407.513672
	Iteration 0F: 2 clusters Score -1598770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1586998.125000 Penalty: 4815.027344
	Iteration 0F: 3 clusters Score -1586998 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1590827.125000 Penalty: 4815.027344
	Iteration 1F: 3 clusters Score -1590827 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1591256.125000 Penalty: 4815.027344
	Iteration 2F: 3 clusters Score -1591256 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1591600.500000 Penalty: 4815.027344
	Iteration 3Q: 3 clusters Score -1591600 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1591975.375000 Penalty: 4815.027344
	Iteration 4Q: 3 clusters Score -1591975 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1592402.250000 Penalty: 4815.027344
	Iteration 5Q: 3 clusters Score -1592402 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1592870.125000 Penalty: 4815.027344
	Iteration 6Q: 3 clusters Score -1592870 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1593284.125000 Penalty: 4815.027344
	Iteration 7Q: 3 clusters Score -1593284 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1593662.000000 Penalty: 4815.027344
	Iteration 8Q: 3 clusters Score -1593662 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1594051.250000 Penalty: 4815.027344
	Iteration 9Q: 3 clusters Score -1594051 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1594395.750000 Penalty: 4815.027344
	Iteration 10Q: 3 clusters Score -1594396 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1594702.875000 Penalty: 4815.027344
	Iteration 11Q: 3 clusters Score -1594703 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1594975.625000 Penalty: 4815.027344
	Iteration 12Q: 3 clusters Score -1594976 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1595239.875000 Penalty: 4815.027344
	Iteration 13Q: 3 clusters Score -1595240 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1595518.500000 Penalty: 4815.027344
	Iteration 14Q: 3 clusters Score -1595518 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1595817.125000 Penalty: 4815.027344
	Iteration 15Q: 3 clusters Score -1595817 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1596183.500000 Penalty: 4815.027344
	Iteration 16Q: 3 clusters Score -1596184 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1596617.625000 Penalty: 4815.027344
	Iteration 17Q: 3 clusters Score -1596618 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1597043.750000 Penalty: 4815.027344
	Iteration 18Q: 3 clusters Score -1597044 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1597426.750000 Penalty: 4815.027344
	Iteration 19Q: 3 clusters Score -1597427 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1597761.500000 Penalty: 4815.027344
	Iteration 20F: 3 clusters Score -1597762 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1598038.125000 Penalty: 4815.027344
	Iteration 21Q: 3 clusters Score -1598038 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1598252.375000 Penalty: 4815.027344
	Iteration 22Q: 3 clusters Score -1598252 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1598393.000000 Penalty: 4815.027344
	Iteration 23Q: 3 clusters Score -1598393 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1598489.750000 Penalty: 4815.027344
	Iteration 24Q: 3 clusters Score -1598490 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1598559.625000 Penalty: 4815.027344
	Iteration 25Q: 3 clusters Score -1598560 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1598611.875000 Penalty: 4815.027344
	Iteration 26Q: 3 clusters Score -1598612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1598641.250000 Penalty: 4815.027344
	Iteration 27Q: 3 clusters Score -1598641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1598661.375000 Penalty: 4815.027344
	Iteration 28Q: 3 clusters Score -1598661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1598681.000000 Penalty: 4815.027344
	Iteration 29Q: 3 clusters Score -1598681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1598694.375000 Penalty: 4815.027344
	Iteration 30Q: 3 clusters Score -1598694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1598695.125000 Penalty: 4815.027344
	Iteration 31Q: 3 clusters Score -1598695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1598698.375000 Penalty: 4815.027344
	Iteration 32Q: 3 clusters Score -1598698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1598701.750000 Penalty: 4815.027344
	Iteration 33Q: 3 clusters Score -1598702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1598702.875000 Penalty: 4815.027344
	Iteration 34Q: 3 clusters Score -1598703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1598703.125000 Penalty: 4815.027344
	Iteration 35Q: 3 clusters Score -1598703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1598705.875000 Penalty: 4815.027344
	Iteration 36Q: 3 clusters Score -1598706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1598705.875000 Penalty: 4815.027344
	Iteration 37F: 3 clusters Score -1598706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Entering Unmasked Estep 
Score: -900656.812500 Penalty: 2257.676514
	Iteration 0F: 2 clusters Score -900656.8 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 4545 members 
Entering Unmasked Estep 
Score: -893624.937500 Penalty: 4515.353027
	Iteration 0F: 3 clusters Score -893624.9 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -895647.062500 Penalty: 4515.353027
	Iteration 1F: 3 clusters Score -895647.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -895963.562500 Penalty: 4515.353027
	Iteration 2F: 3 clusters Score -895963.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -896207.187500 Penalty: 4515.353027
	Iteration 3F: 3 clusters Score -896207.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -896436.937500 Penalty: 4515.353027
	Iteration 4Q: 3 clusters Score -896436.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -896653.312500 Penalty: 4515.353027
	Iteration 5Q: 3 clusters Score -896653.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -896862.250000 Penalty: 4515.353027
	Iteration 6Q: 3 clusters Score -896862.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -897070.625000 Penalty: 4515.353027
	Iteration 7Q: 3 clusters Score -897070.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -897272.312500 Penalty: 4515.353027
	Iteration 8Q: 3 clusters Score -897272.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -897435.312500 Penalty: 4515.353027
	Iteration 9Q: 3 clusters Score -897435.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -897591.125000 Penalty: 4515.353027
	Iteration 10Q: 3 clusters Score -897591.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -897713.875000 Penalty: 4515.353027
	Iteration 11Q: 3 clusters Score -897713.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -897835.437500 Penalty: 4515.353027
	Iteration 12Q: 3 clusters Score -897835.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -897953.250000 Penalty: 4515.353027
	Iteration 13Q: 3 clusters Score -897953.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -898034.687500 Penalty: 4515.353027
	Iteration 14Q: 3 clusters Score -898034.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -898106.625000 Penalty: 4515.353027
	Iteration 15Q: 3 clusters Score -898106.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -898169.937500 Penalty: 4515.353027
	Iteration 16Q: 3 clusters Score -898169.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -898229.312500 Penalty: 4515.353027
	Iteration 17Q: 3 clusters Score -898229.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -898272.562500 Penalty: 4515.353027
	Iteration 18Q: 3 clusters Score -898272.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -898316.625000 Penalty: 4515.353027
	Iteration 19Q: 3 clusters Score -898316.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -898366.750000 Penalty: 4515.353027
	Iteration 20F: 3 clusters Score -898366.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -898410.937500 Penalty: 4515.353027
	Iteration 21Q: 3 clusters Score -898410.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -898461.687500 Penalty: 4515.353027
	Iteration 22Q: 3 clusters Score -898461.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -898506.312500 Penalty: 4515.353027
	Iteration 23Q: 3 clusters Score -898506.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -898545.562500 Penalty: 4515.353027
	Iteration 24Q: 3 clusters Score -898545.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -898594.625000 Penalty: 4515.353027
	Iteration 25Q: 3 clusters Score -898594.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -898642.500000 Penalty: 4515.353027
	Iteration 26Q: 3 clusters Score -898642.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -898697.812500 Penalty: 4515.353027
	Iteration 27Q: 3 clusters Score -898697.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -898735.812500 Penalty: 4515.353027
	Iteration 28Q: 3 clusters Score -898735.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -898761.875000 Penalty: 4515.353027
	Iteration 29Q: 3 clusters Score -898761.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -898776.187500 Penalty: 4515.353027
	Iteration 30Q: 3 clusters Score -898776.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -898792.750000 Penalty: 4515.353027
	Iteration 31Q: 3 clusters Score -898792.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -898807.562500 Penalty: 4515.353027
	Iteration 32Q: 3 clusters Score -898807.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -898821.000000 Penalty: 4515.353027
	Iteration 33Q: 3 clusters Score -898821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -898832.250000 Penalty: 4515.353027
	Iteration 34Q: 3 clusters Score -898832.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -898845.437500 Penalty: 4515.353027
	Iteration 35Q: 3 clusters Score -898845.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -898853.250000 Penalty: 4515.353027
	Iteration 36Q: 3 clusters Score -898853.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -898858.125000 Penalty: 4515.353027
	Iteration 37Q: 3 clusters Score -898858.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -898865.812500 Penalty: 4515.353027
	Iteration 38Q: 3 clusters Score -898865.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -898872.187500 Penalty: 4515.353027
	Iteration 39Q: 3 clusters Score -898872.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -898874.562500 Penalty: 4515.353027
	Iteration 40F: 3 clusters Score -898874.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -898879.125000 Penalty: 4515.353027
	Iteration 41Q: 3 clusters Score -898879.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -898882.812500 Penalty: 4515.353027
	Iteration 42Q: 3 clusters Score -898882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -898883.062500 Penalty: 4515.353027
	Iteration 43Q: 3 clusters Score -898883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -898882.312500 Penalty: 4515.353027
	Iteration 44Q: 3 clusters Score -898882.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -898884.750000 Penalty: 4515.353027
	Iteration 45Q: 3 clusters Score -898884.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -898886.687500 Penalty: 4515.353027
	Iteration 46Q: 3 clusters Score -898886.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -898885.312500 Penalty: 4515.353027
	Iteration 47Q: 3 clusters Score -898885.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -898891.187500 Penalty: 4515.353027
	Iteration 48Q: 3 clusters Score -898891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -898891.000000 Penalty: 4515.353027
	Iteration 49Q: 3 clusters Score -898891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -898892.437500 Penalty: 4515.353027
	Iteration 50Q: 3 clusters Score -898892.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -898892.437500 Penalty: 4515.353027
	Iteration 51F: 3 clusters Score -898892.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Entering Unmasked Estep 
Score: -6740663.000000 Penalty: 2756.607910
	Iteration 0F: 2 clusters Score -6740663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -6695729.000000 Penalty: 5513.215820
	Iteration 0F: 3 clusters Score -6695729 nChanged 31320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -6713011.500000 Penalty: 5513.215820
	Iteration 1F: 3 clusters Score -6713012 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -6713652.500000 Penalty: 5513.215820
	Iteration 2Q: 3 clusters Score -6713652 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -6714438.000000 Penalty: 5513.215820
	Iteration 3Q: 3 clusters Score -6714438 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -6715537.500000 Penalty: 5513.215820
	Iteration 4Q: 3 clusters Score -6715538 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -6717078.000000 Penalty: 5513.215820
	Iteration 5Q: 3 clusters Score -6717078 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -6719142.500000 Penalty: 5513.215820
	Iteration 6Q: 3 clusters Score -6719142 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -6721673.500000 Penalty: 5513.215820
	Iteration 7F: 3 clusters Score -6721674 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -6724371.500000 Penalty: 5513.215820
	Iteration 8F: 3 clusters Score -6724372 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -6726708.000000 Penalty: 5513.215820
	Iteration 9F: 3 clusters Score -6726708 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -6728726.500000 Penalty: 5513.215820
	Iteration 10F: 3 clusters Score -6728726 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -6730196.000000 Penalty: 5513.215820
	Iteration 11Q: 3 clusters Score -6730196 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -6731298.000000 Penalty: 5513.215820
	Iteration 12Q: 3 clusters Score -6731298 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -6732076.500000 Penalty: 5513.215820
	Iteration 13Q: 3 clusters Score -6732076 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -6732608.500000 Penalty: 5513.215820
	Iteration 14Q: 3 clusters Score -6732608 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -6732933.500000 Penalty: 5513.215820
	Iteration 15Q: 3 clusters Score -6732934 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -6733142.000000 Penalty: 5513.215820
	Iteration 16Q: 3 clusters Score -6733142 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -6733240.500000 Penalty: 5513.215820
	Iteration 17Q: 3 clusters Score -6733240 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -6733339.000000 Penalty: 5513.215820
	Iteration 18Q: 3 clusters Score -6733339 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -6733357.000000 Penalty: 5513.215820
	Iteration 19Q: 3 clusters Score -6733357 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -6733431.000000 Penalty: 5513.215820
	Iteration 20F: 3 clusters Score -6733431 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -6733518.000000 Penalty: 5513.215820
	Iteration 21Q: 3 clusters Score -6733518 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -6733551.500000 Penalty: 5513.215820
	Iteration 22Q: 3 clusters Score -6733552 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -6733587.000000 Penalty: 5513.215820
	Iteration 23Q: 3 clusters Score -6733587 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -6733649.000000 Penalty: 5513.215820
	Iteration 24Q: 3 clusters Score -6733649 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -6733715.000000 Penalty: 5513.215820
	Iteration 25Q: 3 clusters Score -6733715 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -6733867.500000 Penalty: 5513.215820
	Iteration 26Q: 3 clusters Score -6733868 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -6733999.500000 Penalty: 5513.215820
	Iteration 27Q: 3 clusters Score -6734000 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -6734247.500000 Penalty: 5513.215820
	Iteration 28Q: 3 clusters Score -6734248 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -6734547.500000 Penalty: 5513.215820
	Iteration 29Q: 3 clusters Score -6734548 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -6735035.000000 Penalty: 5513.215820
	Iteration 30Q: 3 clusters Score -6735035 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -6735682.500000 Penalty: 5513.215820
	Iteration 31Q: 3 clusters Score -6735682 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -6736261.500000 Penalty: 5513.215820
	Iteration 32Q: 3 clusters Score -6736262 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -6736747.500000 Penalty: 5513.215820
	Iteration 33Q: 3 clusters Score -6736748 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -6737055.500000 Penalty: 5513.215820
	Iteration 34Q: 3 clusters Score -6737056 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -6737243.500000 Penalty: 5513.215820
	Iteration 35Q: 3 clusters Score -6737244 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -6737401.000000 Penalty: 5513.215820
	Iteration 36Q: 3 clusters Score -6737401 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -6737471.500000 Penalty: 5513.215820
	Iteration 37Q: 3 clusters Score -6737472 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -6737498.000000 Penalty: 5513.215820
	Iteration 38Q: 3 clusters Score -6737498 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -6737536.500000 Penalty: 5513.215820
	Iteration 39Q: 3 clusters Score -6737536 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -6737561.500000 Penalty: 5513.215820
	Iteration 40F: 3 clusters Score -6737562 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -6737584.500000 Penalty: 5513.215820
	Iteration 41Q: 3 clusters Score -6737584 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -6737611.000000 Penalty: 5513.215820
	Iteration 42Q: 3 clusters Score -6737611 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -6737629.000000 Penalty: 5513.215820
	Iteration 43Q: 3 clusters Score -6737629 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -6737640.000000 Penalty: 5513.215820
	Iteration 44Q: 3 clusters Score -6737640 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -6737661.000000 Penalty: 5513.215820
	Iteration 45Q: 3 clusters Score -6737661 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -6737655.500000 Penalty: 5513.215820
	Iteration 46Q: 3 clusters Score -6737656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -6737638.000000 Penalty: 5513.215820
	Iteration 47Q: 3 clusters Score -6737638 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -6737647.500000 Penalty: 5513.215820
	Iteration 48Q: 3 clusters Score -6737648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -6737638.000000 Penalty: 5513.215820
	Iteration 49Q: 3 clusters Score -6737638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -6737634.500000 Penalty: 5513.215820
	Iteration 50Q: 3 clusters Score -6737634 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -6737643.000000 Penalty: 5513.215820
	Iteration 51Q: 3 clusters Score -6737643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -6737647.000000 Penalty: 5513.215820
	Iteration 52Q: 3 clusters Score -6737647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -6737637.500000 Penalty: 5513.215820
	Iteration 53Q: 3 clusters Score -6737638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -6737642.000000 Penalty: 5513.215820
	Iteration 54Q: 3 clusters Score -6737642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -6737653.000000 Penalty: 5513.215820
	Iteration 55Q: 3 clusters Score -6737653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -6737656.000000 Penalty: 5513.215820
	Iteration 56Q: 3 clusters Score -6737656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -6737648.500000 Penalty: 5513.215820
	Iteration 57Q: 3 clusters Score -6737648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -6737655.000000 Penalty: 5513.215820
	Iteration 58Q: 3 clusters Score -6737655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -6737657.000000 Penalty: 5513.215820
	Iteration 59Q: 3 clusters Score -6737657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -6737665.000000 Penalty: 5513.215820
	Iteration 60F: 3 clusters Score -6737665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -6737673.500000 Penalty: 5513.215820
	Iteration 61Q: 3 clusters Score -6737674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -6737682.500000 Penalty: 5513.215820
	Iteration 62Q: 3 clusters Score -6737682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -6737695.500000 Penalty: 5513.215820
	Iteration 63Q: 3 clusters Score -6737696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -6737694.000000 Penalty: 5513.215820
	Iteration 64Q: 3 clusters Score -6737694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -6737696.000000 Penalty: 5513.215820
	Iteration 65Q: 3 clusters Score -6737696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -6737698.000000 Penalty: 5513.215820
	Iteration 66Q: 3 clusters Score -6737698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -6737695.500000 Penalty: 5513.215820
	Iteration 67Q: 3 clusters Score -6737696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -6737692.500000 Penalty: 5513.215820
	Iteration 68Q: 3 clusters Score -6737692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -6737686.000000 Penalty: 5513.215820
	Iteration 69Q: 3 clusters Score -6737686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -6737691.500000 Penalty: 5513.215820
	Iteration 70Q: 3 clusters Score -6737692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -6737678.000000 Penalty: 5513.215820
	Iteration 71Q: 3 clusters Score -6737678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -6737677.000000 Penalty: 5513.215820
	Iteration 72Q: 3 clusters Score -6737677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -6737681.000000 Penalty: 5513.215820
	Iteration 73Q: 3 clusters Score -6737681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -6737673.000000 Penalty: 5513.215820
	Iteration 74Q: 3 clusters Score -6737673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -6737673.000000 Penalty: 5513.215820
	Iteration 75Q: 3 clusters Score -6737673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -6737673.000000 Penalty: 5513.215820
	Iteration 76Q: 3 clusters Score -6737673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -6737673.500000 Penalty: 5513.215820
	Iteration 77Q: 3 clusters Score -6737674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -6737676.500000 Penalty: 5513.215820
	Iteration 78Q: 3 clusters Score -6737676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -6737664.500000 Penalty: 5513.215820
	Iteration 79Q: 3 clusters Score -6737664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -6737673.500000 Penalty: 5513.215820
	Iteration 80F: 3 clusters Score -6737674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -6737666.500000 Penalty: 5513.215820
	Iteration 81Q: 3 clusters Score -6737666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -6737666.000000 Penalty: 5513.215820
	Iteration 82Q: 3 clusters Score -6737666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -6737672.500000 Penalty: 5513.215820
	Iteration 83Q: 3 clusters Score -6737672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -6737679.500000 Penalty: 5513.215820
	Iteration 84Q: 3 clusters Score -6737680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -6737689.000000 Penalty: 5513.215820
	Iteration 85Q: 3 clusters Score -6737689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -6737675.000000 Penalty: 5513.215820
	Iteration 86Q: 3 clusters Score -6737675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -6737677.000000 Penalty: 5513.215820
	Iteration 87Q: 3 clusters Score -6737677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -6737676.000000 Penalty: 5513.215820
	Iteration 88Q: 3 clusters Score -6737676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -6737677.000000 Penalty: 5513.215820
	Iteration 89Q: 3 clusters Score -6737677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -6737673.000000 Penalty: 5513.215820
	Iteration 90Q: 3 clusters Score -6737673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -6737674.000000 Penalty: 5513.215820
	Iteration 91Q: 3 clusters Score -6737674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -6737670.000000 Penalty: 5513.215820
	Iteration 92Q: 3 clusters Score -6737670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -6737673.500000 Penalty: 5513.215820
	Iteration 93Q: 3 clusters Score -6737674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -6737674.500000 Penalty: 5513.215820
	Iteration 94Q: 3 clusters Score -6737674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -6737674.500000 Penalty: 5513.215820
	Iteration 95Q: 3 clusters Score -6737674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -6737667.000000 Penalty: 5513.215820
	Iteration 96Q: 3 clusters Score -6737667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -6737665.500000 Penalty: 5513.215820
	Iteration 97Q: 3 clusters Score -6737666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -6737666.500000 Penalty: 5513.215820
	Iteration 98Q: 3 clusters Score -6737666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -6737677.500000 Penalty: 5513.215820
	Iteration 99Q: 3 clusters Score -6737678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -6737683.500000 Penalty: 5513.215820
	Iteration 100F: 3 clusters Score -6737684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -6737680.500000 Penalty: 5513.215820
	Iteration 101Q: 3 clusters Score -6737680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -6737688.500000 Penalty: 5513.215820
	Iteration 102Q: 3 clusters Score -6737688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -6737688.500000 Penalty: 5513.215820
	Iteration 103Q: 3 clusters Score -6737688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -6737693.500000 Penalty: 5513.215820
	Iteration 104Q: 3 clusters Score -6737694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -6737687.500000 Penalty: 5513.215820
	Iteration 105Q: 3 clusters Score -6737688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -6737690.500000 Penalty: 5513.215820
	Iteration 106Q: 3 clusters Score -6737690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -6737690.000000 Penalty: 5513.215820
	Iteration 107Q: 3 clusters Score -6737690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -6737692.500000 Penalty: 5513.215820
	Iteration 108Q: 3 clusters Score -6737692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -6737696.500000 Penalty: 5513.215820
	Iteration 109Q: 3 clusters Score -6737696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -6737697.500000 Penalty: 5513.215820
	Iteration 110Q: 3 clusters Score -6737698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -6737696.500000 Penalty: 5513.215820
	Iteration 111Q: 3 clusters Score -6737696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -6737702.000000 Penalty: 5513.215820
	Iteration 112Q: 3 clusters Score -6737702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -6737703.000000 Penalty: 5513.215820
	Iteration 113Q: 3 clusters Score -6737703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -6737703.000000 Penalty: 5513.215820
	Iteration 114F: 3 clusters Score -6737703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Entering Unmasked Estep 
Score: -4228492.500000 Penalty: 2645.016846
	Iteration 0F: 2 clusters Score -4228492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -4199657.500000 Penalty: 5290.033691
	Iteration 0F: 3 clusters Score -4199658 nChanged 19736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -4210808.000000 Penalty: 5290.033691
	Iteration 1F: 3 clusters Score -4210808 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -4211735.000000 Penalty: 5290.033691
	Iteration 2Q: 3 clusters Score -4211735 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -4212805.000000 Penalty: 5290.033691
	Iteration 3F: 3 clusters Score -4212805 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -4214018.500000 Penalty: 5290.033691
	Iteration 4F: 3 clusters Score -4214018 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -4215412.500000 Penalty: 5290.033691
	Iteration 5F: 3 clusters Score -4215412 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -4217004.500000 Penalty: 5290.033691
	Iteration 6F: 3 clusters Score -4217004 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -4218709.500000 Penalty: 5290.033691
	Iteration 7F: 3 clusters Score -4218710 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -4220373.000000 Penalty: 5290.033691
	Iteration 8F: 3 clusters Score -4220373 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -4221694.500000 Penalty: 5290.033691
	Iteration 9Q: 3 clusters Score -4221694 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -4222639.000000 Penalty: 5290.033691
	Iteration 10Q: 3 clusters Score -4222639 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4223300.000000 Penalty: 5290.033691
	Iteration 11Q: 3 clusters Score -4223300 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -4223889.500000 Penalty: 5290.033691
	Iteration 12Q: 3 clusters Score -4223890 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4224498.000000 Penalty: 5290.033691
	Iteration 13Q: 3 clusters Score -4224498 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -4225040.500000 Penalty: 5290.033691
	Iteration 14Q: 3 clusters Score -4225040 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -4225400.500000 Penalty: 5290.033691
	Iteration 15Q: 3 clusters Score -4225400 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -4225653.500000 Penalty: 5290.033691
	Iteration 16Q: 3 clusters Score -4225654 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -4225853.500000 Penalty: 5290.033691
	Iteration 17Q: 3 clusters Score -4225854 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -4226007.500000 Penalty: 5290.033691
	Iteration 18Q: 3 clusters Score -4226008 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4226101.500000 Penalty: 5290.033691
	Iteration 19Q: 3 clusters Score -4226102 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -4226190.500000 Penalty: 5290.033691
	Iteration 20F: 3 clusters Score -4226190 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -4226279.500000 Penalty: 5290.033691
	Iteration 21Q: 3 clusters Score -4226280 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -4226358.500000 Penalty: 5290.033691
	Iteration 22Q: 3 clusters Score -4226358 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4226402.500000 Penalty: 5290.033691
	Iteration 23Q: 3 clusters Score -4226402 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4226427.000000 Penalty: 5290.033691
	Iteration 24Q: 3 clusters Score -4226427 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -4226446.500000 Penalty: 5290.033691
	Iteration 25Q: 3 clusters Score -4226446 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4226456.500000 Penalty: 5290.033691
	Iteration 26Q: 3 clusters Score -4226456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4226478.500000 Penalty: 5290.033691
	Iteration 27Q: 3 clusters Score -4226478 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -4226508.500000 Penalty: 5290.033691
	Iteration 28Q: 3 clusters Score -4226508 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -4226522.000000 Penalty: 5290.033691
	Iteration 29Q: 3 clusters Score -4226522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4226526.000000 Penalty: 5290.033691
	Iteration 30Q: 3 clusters Score -4226526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -4226520.500000 Penalty: 5290.033691
	Iteration 31Q: 3 clusters Score -4226520 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -4226525.000000 Penalty: 5290.033691
	Iteration 32Q: 3 clusters Score -4226525 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -4226534.500000 Penalty: 5290.033691
	Iteration 33Q: 3 clusters Score -4226534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -4226537.000000 Penalty: 5290.033691
	Iteration 34Q: 3 clusters Score -4226537 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -4226539.500000 Penalty: 5290.033691
	Iteration 35Q: 3 clusters Score -4226540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -4226553.000000 Penalty: 5290.033691
	Iteration 36Q: 3 clusters Score -4226553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -4226560.000000 Penalty: 5290.033691
	Iteration 37Q: 3 clusters Score -4226560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -4226550.500000 Penalty: 5290.033691
	Iteration 38Q: 3 clusters Score -4226550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -4226559.500000 Penalty: 5290.033691
	Iteration 39Q: 3 clusters Score -4226560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -4226555.500000 Penalty: 5290.033691
	Iteration 40F: 3 clusters Score -4226556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -4226547.500000 Penalty: 5290.033691
	Iteration 41Q: 3 clusters Score -4226548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4226554.500000 Penalty: 5290.033691
	Iteration 42Q: 3 clusters Score -4226554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -4226564.500000 Penalty: 5290.033691
	Iteration 43Q: 3 clusters Score -4226564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -4226562.000000 Penalty: 5290.033691
	Iteration 44Q: 3 clusters Score -4226562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -4226573.000000 Penalty: 5290.033691
	Iteration 45Q: 3 clusters Score -4226573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -4226564.000000 Penalty: 5290.033691
	Iteration 46Q: 3 clusters Score -4226564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -4226570.500000 Penalty: 5290.033691
	Iteration 47Q: 3 clusters Score -4226570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -4226579.000000 Penalty: 5290.033691
	Iteration 48Q: 3 clusters Score -4226579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -4226589.000000 Penalty: 5290.033691
	Iteration 49Q: 3 clusters Score -4226589 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -4226598.000000 Penalty: 5290.033691
	Iteration 50Q: 3 clusters Score -4226598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4226606.000000 Penalty: 5290.033691
	Iteration 51Q: 3 clusters Score -4226606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -4226609.500000 Penalty: 5290.033691
	Iteration 52Q: 3 clusters Score -4226610 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -4226608.000000 Penalty: 5290.033691
	Iteration 53Q: 3 clusters Score -4226608 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -4226613.500000 Penalty: 5290.033691
	Iteration 54Q: 3 clusters Score -4226614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -4226612.500000 Penalty: 5290.033691
	Iteration 55Q: 3 clusters Score -4226612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -4226614.500000 Penalty: 5290.033691
	Iteration 56Q: 3 clusters Score -4226614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4226620.000000 Penalty: 5290.033691
	Iteration 57Q: 3 clusters Score -4226620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4226614.000000 Penalty: 5290.033691
	Iteration 58Q: 3 clusters Score -4226614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -4226623.500000 Penalty: 5290.033691
	Iteration 59Q: 3 clusters Score -4226624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -4226633.500000 Penalty: 5290.033691
	Iteration 60F: 3 clusters Score -4226634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -4226644.500000 Penalty: 5290.033691
	Iteration 61Q: 3 clusters Score -4226644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -4226655.000000 Penalty: 5290.033691
	Iteration 62Q: 3 clusters Score -4226655 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4226662.000000 Penalty: 5290.033691
	Iteration 63Q: 3 clusters Score -4226662 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -4226668.500000 Penalty: 5290.033691
	Iteration 64Q: 3 clusters Score -4226668 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4226688.500000 Penalty: 5290.033691
	Iteration 65Q: 3 clusters Score -4226688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4226711.000000 Penalty: 5290.033691
	Iteration 66Q: 3 clusters Score -4226711 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -4226729.000000 Penalty: 5290.033691
	Iteration 67Q: 3 clusters Score -4226729 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -4226747.500000 Penalty: 5290.033691
	Iteration 68Q: 3 clusters Score -4226748 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -4226755.500000 Penalty: 5290.033691
	Iteration 69Q: 3 clusters Score -4226756 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4226759.000000 Penalty: 5290.033691
	Iteration 70Q: 3 clusters Score -4226759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -4226776.000000 Penalty: 5290.033691
	Iteration 71Q: 3 clusters Score -4226776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -4226780.500000 Penalty: 5290.033691
	Iteration 72Q: 3 clusters Score -4226780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -4226788.500000 Penalty: 5290.033691
	Iteration 73Q: 3 clusters Score -4226788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -4226794.000000 Penalty: 5290.033691
	Iteration 74Q: 3 clusters Score -4226794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -4226805.500000 Penalty: 5290.033691
	Iteration 75Q: 3 clusters Score -4226806 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -4226811.500000 Penalty: 5290.033691
	Iteration 76Q: 3 clusters Score -4226812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4226830.500000 Penalty: 5290.033691
	Iteration 77Q: 3 clusters Score -4226830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -4226852.000000 Penalty: 5290.033691
	Iteration 78Q: 3 clusters Score -4226852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -4226852.500000 Penalty: 5290.033691
	Iteration 79Q: 3 clusters Score -4226852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -4226861.500000 Penalty: 5290.033691
	Iteration 80F: 3 clusters Score -4226862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -4226879.000000 Penalty: 5290.033691
	Iteration 81Q: 3 clusters Score -4226879 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -4226882.500000 Penalty: 5290.033691
	Iteration 82Q: 3 clusters Score -4226882 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -4226892.500000 Penalty: 5290.033691
	Iteration 83Q: 3 clusters Score -4226892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -4226905.500000 Penalty: 5290.033691
	Iteration 84Q: 3 clusters Score -4226906 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -4226906.000000 Penalty: 5290.033691
	Iteration 85Q: 3 clusters Score -4226906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -4226929.000000 Penalty: 5290.033691
	Iteration 86Q: 3 clusters Score -4226929 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -4226920.500000 Penalty: 5290.033691
	Iteration 87Q: 3 clusters Score -4226920 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -4226927.500000 Penalty: 5290.033691
	Iteration 88Q: 3 clusters Score -4226928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -4226950.000000 Penalty: 5290.033691
	Iteration 89Q: 3 clusters Score -4226950 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -4226960.000000 Penalty: 5290.033691
	Iteration 90Q: 3 clusters Score -4226960 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -4226981.500000 Penalty: 5290.033691
	Iteration 91Q: 3 clusters Score -4226982 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -4226983.000000 Penalty: 5290.033691
	Iteration 92Q: 3 clusters Score -4226983 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -4227000.500000 Penalty: 5290.033691
	Iteration 93Q: 3 clusters Score -4227000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -4227009.000000 Penalty: 5290.033691
	Iteration 94Q: 3 clusters Score -4227009 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -4227016.500000 Penalty: 5290.033691
	Iteration 95Q: 3 clusters Score -4227016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -4227023.000000 Penalty: 5290.033691
	Iteration 96Q: 3 clusters Score -4227023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -4227035.000000 Penalty: 5290.033691
	Iteration 97Q: 3 clusters Score -4227035 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -4227043.000000 Penalty: 5290.033691
	Iteration 98Q: 3 clusters Score -4227043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -4227046.500000 Penalty: 5290.033691
	Iteration 99Q: 3 clusters Score -4227046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -4227066.500000 Penalty: 5290.033691
	Iteration 100F: 3 clusters Score -4227066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -4227058.000000 Penalty: 5290.033691
	Iteration 101Q: 3 clusters Score -4227058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -4227064.000000 Penalty: 5290.033691
	Iteration 102Q: 3 clusters Score -4227064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -4227073.000000 Penalty: 5290.033691
	Iteration 103Q: 3 clusters Score -4227073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -4227088.000000 Penalty: 5290.033691
	Iteration 104Q: 3 clusters Score -4227088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -4227080.000000 Penalty: 5290.033691
	Iteration 105Q: 3 clusters Score -4227080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -4227076.000000 Penalty: 5290.033691
	Iteration 106Q: 3 clusters Score -4227076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -4227083.000000 Penalty: 5290.033691
	Iteration 107Q: 3 clusters Score -4227083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -4227093.500000 Penalty: 5290.033691
	Iteration 108Q: 3 clusters Score -4227094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -4227095.500000 Penalty: 5290.033691
	Iteration 109Q: 3 clusters Score -4227096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -4227088.500000 Penalty: 5290.033691
	Iteration 110Q: 3 clusters Score -4227088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -4227095.500000 Penalty: 5290.033691
	Iteration 111Q: 3 clusters Score -4227096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -4227101.000000 Penalty: 5290.033691
	Iteration 112Q: 3 clusters Score -4227101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -4227100.500000 Penalty: 5290.033691
	Iteration 113Q: 3 clusters Score -4227100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -4227105.000000 Penalty: 5290.033691
	Iteration 114Q: 3 clusters Score -4227105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -4227110.000000 Penalty: 5290.033691
	Iteration 115Q: 3 clusters Score -4227110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -4227119.000000 Penalty: 5290.033691
	Iteration 116Q: 3 clusters Score -4227119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4227113.000000 Penalty: 5290.033691
	Iteration 117Q: 3 clusters Score -4227113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -4227127.000000 Penalty: 5290.033691
	Iteration 118Q: 3 clusters Score -4227127 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -4227136.500000 Penalty: 5290.033691
	Iteration 119Q: 3 clusters Score -4227136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -4227140.000000 Penalty: 5290.033691
	Iteration 120F: 3 clusters Score -4227140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -4227151.000000 Penalty: 5290.033691
	Iteration 121Q: 3 clusters Score -4227151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -4227154.000000 Penalty: 5290.033691
	Iteration 122Q: 3 clusters Score -4227154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -4227167.000000 Penalty: 5290.033691
	Iteration 123Q: 3 clusters Score -4227167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -4227170.000000 Penalty: 5290.033691
	Iteration 124Q: 3 clusters Score -4227170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -4227167.500000 Penalty: 5290.033691
	Iteration 125Q: 3 clusters Score -4227168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -4227172.000000 Penalty: 5290.033691
	Iteration 126Q: 3 clusters Score -4227172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -4227171.500000 Penalty: 5290.033691
	Iteration 127Q: 3 clusters Score -4227172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -4227176.500000 Penalty: 5290.033691
	Iteration 128Q: 3 clusters Score -4227176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -4227177.500000 Penalty: 5290.033691
	Iteration 129Q: 3 clusters Score -4227178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -4227173.000000 Penalty: 5290.033691
	Iteration 130Q: 3 clusters Score -4227173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -4227169.000000 Penalty: 5290.033691
	Iteration 131Q: 3 clusters Score -4227169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -4227169.500000 Penalty: 5290.033691
	Iteration 132Q: 3 clusters Score -4227170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -4227177.500000 Penalty: 5290.033691
	Iteration 133Q: 3 clusters Score -4227178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -4227181.000000 Penalty: 5290.033691
	Iteration 134Q: 3 clusters Score -4227181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -4227174.000000 Penalty: 5290.033691
	Iteration 135Q: 3 clusters Score -4227174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -4227175.500000 Penalty: 5290.033691
	Iteration 136Q: 3 clusters Score -4227176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -4227181.000000 Penalty: 5290.033691
	Iteration 137Q: 3 clusters Score -4227181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -4227181.000000 Penalty: 5290.033691
	Iteration 138Q: 3 clusters Score -4227181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -4227182.500000 Penalty: 5290.033691
	Iteration 139Q: 3 clusters Score -4227182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -4227178.500000 Penalty: 5290.033691
	Iteration 140F: 3 clusters Score -4227178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -4227182.000000 Penalty: 5290.033691
	Iteration 141Q: 3 clusters Score -4227182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4227179.000000 Penalty: 5290.033691
	Iteration 142Q: 3 clusters Score -4227179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -4227179.000000 Penalty: 5290.033691
	Iteration 143Q: 3 clusters Score -4227179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -4227188.000000 Penalty: 5290.033691
	Iteration 144Q: 3 clusters Score -4227188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -4227190.500000 Penalty: 5290.033691
	Iteration 145Q: 3 clusters Score -4227190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -4227194.000000 Penalty: 5290.033691
	Iteration 146Q: 3 clusters Score -4227194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -4227194.000000 Penalty: 5290.033691
	Iteration 147Q: 3 clusters Score -4227194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -4227201.500000 Penalty: 5290.033691
	Iteration 148Q: 3 clusters Score -4227202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -4227202.000000 Penalty: 5290.033691
	Iteration 149Q: 3 clusters Score -4227202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -4227199.000000 Penalty: 5290.033691
	Iteration 150Q: 3 clusters Score -4227199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -4227204.500000 Penalty: 5290.033691
	Iteration 151Q: 3 clusters Score -4227204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -4227205.000000 Penalty: 5290.033691
	Iteration 152Q: 3 clusters Score -4227205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -4227208.500000 Penalty: 5290.033691
	Iteration 153Q: 3 clusters Score -4227208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -4227201.500000 Penalty: 5290.033691
	Iteration 154Q: 3 clusters Score -4227202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -4227205.500000 Penalty: 5290.033691
	Iteration 155Q: 3 clusters Score -4227206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -4227203.000000 Penalty: 5290.033691
	Iteration 156Q: 3 clusters Score -4227203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -4227210.500000 Penalty: 5290.033691
	Iteration 157Q: 3 clusters Score -4227210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -4227213.000000 Penalty: 5290.033691
	Iteration 158Q: 3 clusters Score -4227213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -4227216.000000 Penalty: 5290.033691
	Iteration 159Q: 3 clusters Score -4227216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -4227223.500000 Penalty: 5290.033691
	Iteration 160F: 3 clusters Score -4227224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -4227230.000000 Penalty: 5290.033691
	Iteration 161Q: 3 clusters Score -4227230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -4227237.000000 Penalty: 5290.033691
	Iteration 162Q: 3 clusters Score -4227237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -4227238.500000 Penalty: 5290.033691
	Iteration 163Q: 3 clusters Score -4227238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -4227247.500000 Penalty: 5290.033691
	Iteration 164Q: 3 clusters Score -4227248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -4227257.500000 Penalty: 5290.033691
	Iteration 165Q: 3 clusters Score -4227258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -4227259.000000 Penalty: 5290.033691
	Iteration 166Q: 3 clusters Score -4227259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -4227261.000000 Penalty: 5290.033691
	Iteration 167Q: 3 clusters Score -4227261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -4227268.000000 Penalty: 5290.033691
	Iteration 168Q: 3 clusters Score -4227268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -4227261.000000 Penalty: 5290.033691
	Iteration 169Q: 3 clusters Score -4227261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -4227262.000000 Penalty: 5290.033691
	Iteration 170Q: 3 clusters Score -4227262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -4227266.500000 Penalty: 5290.033691
	Iteration 171Q: 3 clusters Score -4227266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -4227267.500000 Penalty: 5290.033691
	Iteration 172Q: 3 clusters Score -4227268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -4227282.500000 Penalty: 5290.033691
	Iteration 173Q: 3 clusters Score -4227282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -4227283.000000 Penalty: 5290.033691
	Iteration 174Q: 3 clusters Score -4227283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -4227293.000000 Penalty: 5290.033691
	Iteration 175Q: 3 clusters Score -4227293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -4227303.000000 Penalty: 5290.033691
	Iteration 176Q: 3 clusters Score -4227303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -4227294.000000 Penalty: 5290.033691
	Iteration 177Q: 3 clusters Score -4227294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -4227292.500000 Penalty: 5290.033691
	Iteration 178Q: 3 clusters Score -4227292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -4227289.500000 Penalty: 5290.033691
	Iteration 179Q: 3 clusters Score -4227290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -4227290.000000 Penalty: 5290.033691
	Iteration 180F: 3 clusters Score -4227290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -4227288.000000 Penalty: 5290.033691
	Iteration 181Q: 3 clusters Score -4227288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -4227286.500000 Penalty: 5290.033691
	Iteration 182Q: 3 clusters Score -4227286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -4227285.500000 Penalty: 5290.033691
	Iteration 183Q: 3 clusters Score -4227286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -4227291.000000 Penalty: 5290.033691
	Iteration 184Q: 3 clusters Score -4227291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -4227291.000000 Penalty: 5290.033691
	Iteration 185F: 3 clusters Score -4227291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -149489.890625 Penalty: 1824.040527
	Iteration 0F: 2 clusters Score -149489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -147144.828125 Penalty: 3648.081055
	Iteration 0F: 3 clusters Score -147144.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -147541.312500 Penalty: 3648.081055
	Iteration 1F: 3 clusters Score -147541.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -147639.343750 Penalty: 3648.081055
	Iteration 2F: 3 clusters Score -147639.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -147679.421875 Penalty: 3648.081055
	Iteration 3Q: 3 clusters Score -147679.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -147707.937500 Penalty: 3648.081055
	Iteration 4Q: 3 clusters Score -147707.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -147722.046875 Penalty: 3648.081055
	Iteration 5Q: 3 clusters Score -147722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -147731.031250 Penalty: 3648.081055
	Iteration 6Q: 3 clusters Score -147731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -147736.296875 Penalty: 3648.081055
	Iteration 7Q: 3 clusters Score -147736.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -147741.078125 Penalty: 3648.081055
	Iteration 8Q: 3 clusters Score -147741.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -147742.968750 Penalty: 3648.081055
	Iteration 9Q: 3 clusters Score -147743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -147742.968750 Penalty: 3648.081055
	Iteration 10F: 3 clusters Score -147743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Entering Unmasked Estep 
Score: -1733115.500000 Penalty: 2414.282471
	Iteration 0F: 2 clusters Score -1733116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1721002.625000 Penalty: 4828.564941
	Iteration 0F: 3 clusters Score -1721003 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1725058.375000 Penalty: 4828.564941
	Iteration 1F: 3 clusters Score -1725058 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1725444.500000 Penalty: 4828.564941
	Iteration 2F: 3 clusters Score -1725444 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1725789.250000 Penalty: 4828.564941
	Iteration 3Q: 3 clusters Score -1725789 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1726152.250000 Penalty: 4828.564941
	Iteration 4Q: 3 clusters Score -1726152 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1726533.625000 Penalty: 4828.564941
	Iteration 5Q: 3 clusters Score -1726534 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1726915.625000 Penalty: 4828.564941
	Iteration 6Q: 3 clusters Score -1726916 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1727323.125000 Penalty: 4828.564941
	Iteration 7Q: 3 clusters Score -1727323 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1727810.625000 Penalty: 4828.564941
	Iteration 8Q: 3 clusters Score -1727811 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1728356.125000 Penalty: 4828.564941
	Iteration 9Q: 3 clusters Score -1728356 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1728988.125000 Penalty: 4828.564941
	Iteration 10Q: 3 clusters Score -1728988 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1729583.250000 Penalty: 4828.564941
	Iteration 11Q: 3 clusters Score -1729583 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1730042.000000 Penalty: 4828.564941
	Iteration 12Q: 3 clusters Score -1730042 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1730362.875000 Penalty: 4828.564941
	Iteration 13Q: 3 clusters Score -1730363 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1730563.750000 Penalty: 4828.564941
	Iteration 14Q: 3 clusters Score -1730564 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1730708.625000 Penalty: 4828.564941
	Iteration 15Q: 3 clusters Score -1730709 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1730803.250000 Penalty: 4828.564941
	Iteration 16Q: 3 clusters Score -1730803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1730866.250000 Penalty: 4828.564941
	Iteration 17Q: 3 clusters Score -1730866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1730909.625000 Penalty: 4828.564941
	Iteration 18Q: 3 clusters Score -1730910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1730943.625000 Penalty: 4828.564941
	Iteration 19Q: 3 clusters Score -1730944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1730959.875000 Penalty: 4828.564941
	Iteration 20F: 3 clusters Score -1730960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1730969.375000 Penalty: 4828.564941
	Iteration 21Q: 3 clusters Score -1730969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1730978.625000 Penalty: 4828.564941
	Iteration 22Q: 3 clusters Score -1730979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1730993.250000 Penalty: 4828.564941
	Iteration 23Q: 3 clusters Score -1730993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1730998.250000 Penalty: 4828.564941
	Iteration 24Q: 3 clusters Score -1730998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1731002.750000 Penalty: 4828.564941
	Iteration 25Q: 3 clusters Score -1731003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1731010.125000 Penalty: 4828.564941
	Iteration 26Q: 3 clusters Score -1731010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1731013.000000 Penalty: 4828.564941
	Iteration 27Q: 3 clusters Score -1731013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1731013.625000 Penalty: 4828.564941
	Iteration 28Q: 3 clusters Score -1731014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1731018.375000 Penalty: 4828.564941
	Iteration 29Q: 3 clusters Score -1731018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1731021.375000 Penalty: 4828.564941
	Iteration 30Q: 3 clusters Score -1731021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1731025.000000 Penalty: 4828.564941
	Iteration 31Q: 3 clusters Score -1731025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1731029.375000 Penalty: 4828.564941
	Iteration 32Q: 3 clusters Score -1731029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1731032.250000 Penalty: 4828.564941
	Iteration 33Q: 3 clusters Score -1731032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1731032.250000 Penalty: 4828.564941
	Iteration 34F: 3 clusters Score -1731032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Entering Unmasked Estep 
Score: -415150.875000 Penalty: 2077.841064
	Iteration 0F: 2 clusters Score -415150.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -411102.281250 Penalty: 4155.682129
	Iteration 0F: 3 clusters Score -411102.3 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -412069.156250 Penalty: 4155.682129
	Iteration 1F: 3 clusters Score -412069.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -412323.843750 Penalty: 4155.682129
	Iteration 2F: 3 clusters Score -412323.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -412573.750000 Penalty: 4155.682129
	Iteration 3F: 3 clusters Score -412573.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -412842.187500 Penalty: 4155.682129
	Iteration 4F: 3 clusters Score -412842.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -413147.812500 Penalty: 4155.682129
	Iteration 5F: 3 clusters Score -413147.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -413440.531250 Penalty: 4155.682129
	Iteration 6F: 3 clusters Score -413440.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -413689.687500 Penalty: 4155.682129
	Iteration 7F: 3 clusters Score -413689.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -413855.750000 Penalty: 4155.682129
	Iteration 8Q: 3 clusters Score -413855.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -413965.562500 Penalty: 4155.682129
	Iteration 9Q: 3 clusters Score -413965.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -414043.843750 Penalty: 4155.682129
	Iteration 10Q: 3 clusters Score -414043.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -414081.843750 Penalty: 4155.682129
	Iteration 11Q: 3 clusters Score -414081.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -414107.062500 Penalty: 4155.682129
	Iteration 12Q: 3 clusters Score -414107.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -414120.875000 Penalty: 4155.682129
	Iteration 13Q: 3 clusters Score -414120.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -414131.718750 Penalty: 4155.682129
	Iteration 14Q: 3 clusters Score -414131.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -414138.468750 Penalty: 4155.682129
	Iteration 15Q: 3 clusters Score -414138.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -414143.000000 Penalty: 4155.682129
	Iteration 16Q: 3 clusters Score -414143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -414145.187500 Penalty: 4155.682129
	Iteration 17Q: 3 clusters Score -414145.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -414146.750000 Penalty: 4155.682129
	Iteration 18Q: 3 clusters Score -414146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -414150.343750 Penalty: 4155.682129
	Iteration 19Q: 3 clusters Score -414150.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -414151.593750 Penalty: 4155.682129
	Iteration 20F: 3 clusters Score -414151.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85974 members 
Entering Unmasked Estep 
Score: -8707824.000000 Penalty: 2817.726562
	Iteration 0F: 2 clusters Score -8707824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -8650376.000000 Penalty: 5635.453125
	Iteration 0F: 3 clusters Score -8650376 nChanged 40463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -8673470.000000 Penalty: 5635.453125
	Iteration 1F: 3 clusters Score -8673470 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -8674268.000000 Penalty: 5635.453125
	Iteration 2Q: 3 clusters Score -8674268 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -8675083.000000 Penalty: 5635.453125
	Iteration 3Q: 3 clusters Score -8675083 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -8676115.000000 Penalty: 5635.453125
	Iteration 4Q: 3 clusters Score -8676115 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -8677324.000000 Penalty: 5635.453125
	Iteration 5Q: 3 clusters Score -8677324 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -8679121.000000 Penalty: 5635.453125
	Iteration 6Q: 3 clusters Score -8679121 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -8681483.000000 Penalty: 5635.453125
	Iteration 7Q: 3 clusters Score -8681483 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -8684808.000000 Penalty: 5635.453125
	Iteration 8F: 3 clusters Score -8684808 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -8688690.000000 Penalty: 5635.453125
	Iteration 9F: 3 clusters Score -8688690 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -8691717.000000 Penalty: 5635.453125
	Iteration 10F: 3 clusters Score -8691717 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -8693138.000000 Penalty: 5635.453125
	Iteration 11Q: 3 clusters Score -8693138 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -8693746.000000 Penalty: 5635.453125
	Iteration 12Q: 3 clusters Score -8693746 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -8693936.000000 Penalty: 5635.453125
	Iteration 13Q: 3 clusters Score -8693936 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -8694079.000000 Penalty: 5635.453125
	Iteration 14Q: 3 clusters Score -8694079 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -8694271.000000 Penalty: 5635.453125
	Iteration 15Q: 3 clusters Score -8694271 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -8694365.000000 Penalty: 5635.453125
	Iteration 16Q: 3 clusters Score -8694365 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -8694536.000000 Penalty: 5635.453125
	Iteration 17Q: 3 clusters Score -8694536 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -8694663.000000 Penalty: 5635.453125
	Iteration 18Q: 3 clusters Score -8694663 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -8694805.000000 Penalty: 5635.453125
	Iteration 19Q: 3 clusters Score -8694805 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -8694985.000000 Penalty: 5635.453125
	Iteration 20F: 3 clusters Score -8694985 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -8695112.000000 Penalty: 5635.453125
	Iteration 21Q: 3 clusters Score -8695112 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -8695278.000000 Penalty: 5635.453125
	Iteration 22Q: 3 clusters Score -8695278 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -8695401.000000 Penalty: 5635.453125
	Iteration 23Q: 3 clusters Score -8695401 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -8695543.000000 Penalty: 5635.453125
	Iteration 24Q: 3 clusters Score -8695543 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -8695658.000000 Penalty: 5635.453125
	Iteration 25Q: 3 clusters Score -8695658 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -8695771.000000 Penalty: 5635.453125
	Iteration 26Q: 3 clusters Score -8695771 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -8695848.000000 Penalty: 5635.453125
	Iteration 27Q: 3 clusters Score -8695848 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -8695929.000000 Penalty: 5635.453125
	Iteration 28Q: 3 clusters Score -8695929 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -8696043.000000 Penalty: 5635.453125
	Iteration 29Q: 3 clusters Score -8696043 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -8696150.000000 Penalty: 5635.453125
	Iteration 30Q: 3 clusters Score -8696150 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -8696219.000000 Penalty: 5635.453125
	Iteration 31Q: 3 clusters Score -8696219 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -8696296.000000 Penalty: 5635.453125
	Iteration 32Q: 3 clusters Score -8696296 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -8696369.000000 Penalty: 5635.453125
	Iteration 33Q: 3 clusters Score -8696369 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -8696486.000000 Penalty: 5635.453125
	Iteration 34Q: 3 clusters Score -8696486 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -8696648.000000 Penalty: 5635.453125
	Iteration 35Q: 3 clusters Score -8696648 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -8696738.000000 Penalty: 5635.453125
	Iteration 36Q: 3 clusters Score -8696738 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -8696881.000000 Penalty: 5635.453125
	Iteration 37Q: 3 clusters Score -8696881 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -8697048.000000 Penalty: 5635.453125
	Iteration 38Q: 3 clusters Score -8697048 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 62991 members 
Entering Unmasked Estep 
Score: -8697192.000000 Penalty: 5635.453125
	Iteration 39Q: 3 clusters Score -8697192 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -8697371.000000 Penalty: 5635.453125
	Iteration 40F: 3 clusters Score -8697371 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -8697492.000000 Penalty: 5635.453125
	Iteration 41Q: 3 clusters Score -8697492 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -8697641.000000 Penalty: 5635.453125
	Iteration 42Q: 3 clusters Score -8697641 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -8697856.000000 Penalty: 5635.453125
	Iteration 43Q: 3 clusters Score -8697856 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -8698080.000000 Penalty: 5635.453125
	Iteration 44Q: 3 clusters Score -8698080 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -8698263.000000 Penalty: 5635.453125
	Iteration 45Q: 3 clusters Score -8698263 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 68748 members 
Entering Unmasked Estep 
Score: -8698504.000000 Penalty: 5635.453125
	Iteration 46Q: 3 clusters Score -8698504 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 69658 members 
Entering Unmasked Estep 
Score: -8698747.000000 Penalty: 5635.453125
	Iteration 47Q: 3 clusters Score -8698747 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 70618 members 
Entering Unmasked Estep 
Score: -8698982.000000 Penalty: 5635.453125
	Iteration 48Q: 3 clusters Score -8698982 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 71631 members 
Entering Unmasked Estep 
Score: -8699280.000000 Penalty: 5635.453125
	Iteration 49Q: 3 clusters Score -8699280 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -8699600.000000 Penalty: 5635.453125
	Iteration 50Q: 3 clusters Score -8699600 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 73677 members 
Entering Unmasked Estep 
Score: -8699934.000000 Penalty: 5635.453125
	Iteration 51Q: 3 clusters Score -8699934 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 74769 members 
Entering Unmasked Estep 
Score: -8700365.000000 Penalty: 5635.453125
	Iteration 52Q: 3 clusters Score -8700365 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -8700817.000000 Penalty: 5635.453125
	Iteration 53Q: 3 clusters Score -8700817 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -8701343.000000 Penalty: 5635.453125
	Iteration 54Q: 3 clusters Score -8701343 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -8701896.000000 Penalty: 5635.453125
	Iteration 55Q: 3 clusters Score -8701896 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -8702423.000000 Penalty: 5635.453125
	Iteration 56Q: 3 clusters Score -8702423 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 80254 members 
Entering Unmasked Estep 
Score: -8702847.000000 Penalty: 5635.453125
	Iteration 57Q: 3 clusters Score -8702847 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 81132 members 
Entering Unmasked Estep 
Score: -8703251.000000 Penalty: 5635.453125
	Iteration 58Q: 3 clusters Score -8703251 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -8703615.000000 Penalty: 5635.453125
	Iteration 59Q: 3 clusters Score -8703615 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -8703944.000000 Penalty: 5635.453125
	Iteration 60F: 3 clusters Score -8703944 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 83165 members 
Entering Unmasked Estep 
Score: -8704257.000000 Penalty: 5635.453125
	Iteration 61Q: 3 clusters Score -8704257 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -8704527.000000 Penalty: 5635.453125
	Iteration 62Q: 3 clusters Score -8704527 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 83999 members 
Entering Unmasked Estep 
Score: -8704717.000000 Penalty: 5635.453125
	Iteration 63Q: 3 clusters Score -8704717 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 84290 members 
Entering Unmasked Estep 
Score: -8704864.000000 Penalty: 5635.453125
	Iteration 64Q: 3 clusters Score -8704864 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 84485 members 
Entering Unmasked Estep 
Score: -8704940.000000 Penalty: 5635.453125
	Iteration 65Q: 3 clusters Score -8704940 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 84652 members 
Entering Unmasked Estep 
Score: -8705019.000000 Penalty: 5635.453125
	Iteration 66Q: 3 clusters Score -8705019 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 84771 members 
Entering Unmasked Estep 
Score: -8705077.000000 Penalty: 5635.453125
	Iteration 67Q: 3 clusters Score -8705077 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 84875 members 
Entering Unmasked Estep 
Score: -8705133.000000 Penalty: 5635.453125
	Iteration 68Q: 3 clusters Score -8705133 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 84962 members 
Entering Unmasked Estep 
Score: -8705192.000000 Penalty: 5635.453125
	Iteration 69Q: 3 clusters Score -8705192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 85029 members 
Entering Unmasked Estep 
Score: -8705229.000000 Penalty: 5635.453125
	Iteration 70Q: 3 clusters Score -8705229 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -8705270.000000 Penalty: 5635.453125
	Iteration 71Q: 3 clusters Score -8705270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -8705298.000000 Penalty: 5635.453125
	Iteration 72Q: 3 clusters Score -8705298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 85149 members 
Entering Unmasked Estep 
Score: -8705314.000000 Penalty: 5635.453125
	Iteration 73Q: 3 clusters Score -8705314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 85178 members 
Entering Unmasked Estep 
Score: -8705328.000000 Penalty: 5635.453125
	Iteration 74Q: 3 clusters Score -8705328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -8705344.000000 Penalty: 5635.453125
	Iteration 75Q: 3 clusters Score -8705344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -8705341.000000 Penalty: 5635.453125
	Iteration 76Q: 3 clusters Score -8705341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 85239 members 
Entering Unmasked Estep 
Score: -8705350.000000 Penalty: 5635.453125
	Iteration 77Q: 3 clusters Score -8705350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 85251 members 
Entering Unmasked Estep 
Score: -8705363.000000 Penalty: 5635.453125
	Iteration 78Q: 3 clusters Score -8705363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -8705363.000000 Penalty: 5635.453125
	Iteration 79Q: 3 clusters Score -8705363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -8705366.000000 Penalty: 5635.453125
	Iteration 80F: 3 clusters Score -8705366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 85269 members 
Entering Unmasked Estep 
Score: -8705366.000000 Penalty: 5635.453125
	Iteration 81Q: 3 clusters Score -8705366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 85271 members 
Entering Unmasked Estep 
Score: -8705365.000000 Penalty: 5635.453125
	Iteration 82Q: 3 clusters Score -8705365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -8705365.000000 Penalty: 5635.453125
	Iteration 83Q: 3 clusters Score -8705365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -8705365.000000 Penalty: 5635.453125
	Iteration 84F: 3 clusters Score -8705365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Entering Unmasked Estep 
Score: -488020.531250 Penalty: 2117.806152
	Iteration 0F: 2 clusters Score -488020.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -483479.156250 Penalty: 4235.612305
	Iteration 0F: 3 clusters Score -483479.2 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -484628.093750 Penalty: 4235.612305
	Iteration 1F: 3 clusters Score -484628.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -484920.781250 Penalty: 4235.612305
	Iteration 2F: 3 clusters Score -484920.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -485190.343750 Penalty: 4235.612305
	Iteration 3F: 3 clusters Score -485190.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -485470.812500 Penalty: 4235.612305
	Iteration 4F: 3 clusters Score -485470.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -485755.937500 Penalty: 4235.612305
	Iteration 5F: 3 clusters Score -485755.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -485962.281250 Penalty: 4235.612305
	Iteration 6F: 3 clusters Score -485962.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -486143.312500 Penalty: 4235.612305
	Iteration 7Q: 3 clusters Score -486143.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -486251.500000 Penalty: 4235.612305
	Iteration 8Q: 3 clusters Score -486251.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -486326.500000 Penalty: 4235.612305
	Iteration 9Q: 3 clusters Score -486326.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -486387.218750 Penalty: 4235.612305
	Iteration 10Q: 3 clusters Score -486387.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -486426.437500 Penalty: 4235.612305
	Iteration 11Q: 3 clusters Score -486426.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -486450.656250 Penalty: 4235.612305
	Iteration 12Q: 3 clusters Score -486450.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -486462.781250 Penalty: 4235.612305
	Iteration 13Q: 3 clusters Score -486462.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -486474.812500 Penalty: 4235.612305
	Iteration 14Q: 3 clusters Score -486474.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -486489.562500 Penalty: 4235.612305
	Iteration 15Q: 3 clusters Score -486489.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -486500.062500 Penalty: 4235.612305
	Iteration 16Q: 3 clusters Score -486500.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -486511.750000 Penalty: 4235.612305
	Iteration 17Q: 3 clusters Score -486511.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -486525.187500 Penalty: 4235.612305
	Iteration 18Q: 3 clusters Score -486525.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -486540.312500 Penalty: 4235.612305
	Iteration 19Q: 3 clusters Score -486540.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -486549.156250 Penalty: 4235.612305
	Iteration 20F: 3 clusters Score -486549.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -486556.375000 Penalty: 4235.612305
	Iteration 21Q: 3 clusters Score -486556.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -486566.312500 Penalty: 4235.612305
	Iteration 22Q: 3 clusters Score -486566.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -486573.937500 Penalty: 4235.612305
	Iteration 23Q: 3 clusters Score -486573.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -486578.937500 Penalty: 4235.612305
	Iteration 24Q: 3 clusters Score -486578.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -486581.718750 Penalty: 4235.612305
	Iteration 25Q: 3 clusters Score -486581.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -486583.781250 Penalty: 4235.612305
	Iteration 26Q: 3 clusters Score -486583.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -486583.656250 Penalty: 4235.612305
	Iteration 27Q: 3 clusters Score -486583.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -486584.156250 Penalty: 4235.612305
	Iteration 28Q: 3 clusters Score -486584.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -486584.156250 Penalty: 4235.612305
	Iteration 29F: 3 clusters Score -486584.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Entering Unmasked Estep 
Score: -1654706.000000 Penalty: 2406.000732
	Iteration 0F: 2 clusters Score -1654706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1643038.625000 Penalty: 4812.001465
	Iteration 0F: 3 clusters Score -1643039 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1646795.375000 Penalty: 4812.001465
	Iteration 1F: 3 clusters Score -1646795 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1647260.250000 Penalty: 4812.001465
	Iteration 2F: 3 clusters Score -1647260 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1647761.625000 Penalty: 4812.001465
	Iteration 3F: 3 clusters Score -1647762 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1648342.500000 Penalty: 4812.001465
	Iteration 4F: 3 clusters Score -1648342 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1649036.125000 Penalty: 4812.001465
	Iteration 5F: 3 clusters Score -1649036 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1649796.250000 Penalty: 4812.001465
	Iteration 6F: 3 clusters Score -1649796 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1650581.500000 Penalty: 4812.001465
	Iteration 7F: 3 clusters Score -1650582 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1651237.250000 Penalty: 4812.001465
	Iteration 8Q: 3 clusters Score -1651237 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1651737.750000 Penalty: 4812.001465
	Iteration 9Q: 3 clusters Score -1651738 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1652082.625000 Penalty: 4812.001465
	Iteration 10Q: 3 clusters Score -1652083 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1652329.000000 Penalty: 4812.001465
	Iteration 11Q: 3 clusters Score -1652329 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1652454.000000 Penalty: 4812.001465
	Iteration 12Q: 3 clusters Score -1652454 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1652539.125000 Penalty: 4812.001465
	Iteration 13Q: 3 clusters Score -1652539 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1652602.375000 Penalty: 4812.001465
	Iteration 14Q: 3 clusters Score -1652602 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1652655.250000 Penalty: 4812.001465
	Iteration 15Q: 3 clusters Score -1652655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1652685.500000 Penalty: 4812.001465
	Iteration 16Q: 3 clusters Score -1652686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1652704.000000 Penalty: 4812.001465
	Iteration 17Q: 3 clusters Score -1652704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1652718.125000 Penalty: 4812.001465
	Iteration 18Q: 3 clusters Score -1652718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1652725.500000 Penalty: 4812.001465
	Iteration 19Q: 3 clusters Score -1652726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1652735.125000 Penalty: 4812.001465
	Iteration 20F: 3 clusters Score -1652735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1652748.875000 Penalty: 4812.001465
	Iteration 21Q: 3 clusters Score -1652749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1652758.750000 Penalty: 4812.001465
	Iteration 22Q: 3 clusters Score -1652759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1652763.375000 Penalty: 4812.001465
	Iteration 23Q: 3 clusters Score -1652763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1652764.875000 Penalty: 4812.001465
	Iteration 24Q: 3 clusters Score -1652765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1652766.750000 Penalty: 4812.001465
	Iteration 25Q: 3 clusters Score -1652767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1652771.125000 Penalty: 4812.001465
	Iteration 26Q: 3 clusters Score -1652771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1652777.000000 Penalty: 4812.001465
	Iteration 27Q: 3 clusters Score -1652777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1652777.000000 Penalty: 4812.001465
	Iteration 28Q: 3 clusters Score -1652777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1652781.250000 Penalty: 4812.001465
	Iteration 29Q: 3 clusters Score -1652781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1652787.875000 Penalty: 4812.001465
	Iteration 30Q: 3 clusters Score -1652788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1652789.875000 Penalty: 4812.001465
	Iteration 31Q: 3 clusters Score -1652790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1652792.625000 Penalty: 4812.001465
	Iteration 32Q: 3 clusters Score -1652793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1652796.500000 Penalty: 4812.001465
	Iteration 33Q: 3 clusters Score -1652796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1652797.375000 Penalty: 4812.001465
	Iteration 34Q: 3 clusters Score -1652797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1652798.375000 Penalty: 4812.001465
	Iteration 35Q: 3 clusters Score -1652798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1652800.875000 Penalty: 4812.001465
	Iteration 36Q: 3 clusters Score -1652801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1652799.875000 Penalty: 4812.001465
	Iteration 37Q: 3 clusters Score -1652800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1652801.250000 Penalty: 4812.001465
	Iteration 38Q: 3 clusters Score -1652801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1652801.250000 Penalty: 4812.001465
	Iteration 39F: 3 clusters Score -1652801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Entering Unmasked Estep 
Score: -1360793.500000 Penalty: 2367.680420
	Iteration 0F: 2 clusters Score -1360794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1350497.375000 Penalty: 4735.360840
	Iteration 0F: 3 clusters Score -1350497 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1353775.750000 Penalty: 4735.360840
	Iteration 1F: 3 clusters Score -1353776 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1354458.625000 Penalty: 4735.360840
	Iteration 2F: 3 clusters Score -1354459 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1355078.000000 Penalty: 4735.360840
	Iteration 3F: 3 clusters Score -1355078 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1355653.750000 Penalty: 4735.360840
	Iteration 4F: 3 clusters Score -1355654 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1356178.875000 Penalty: 4735.360840
	Iteration 5F: 3 clusters Score -1356179 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1356635.500000 Penalty: 4735.360840
	Iteration 6F: 3 clusters Score -1356636 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1357069.375000 Penalty: 4735.360840
	Iteration 7Q: 3 clusters Score -1357069 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1357490.625000 Penalty: 4735.360840
	Iteration 8F: 3 clusters Score -1357491 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1357820.250000 Penalty: 4735.360840
	Iteration 9Q: 3 clusters Score -1357820 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1358160.750000 Penalty: 4735.360840
	Iteration 10Q: 3 clusters Score -1358161 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1358558.000000 Penalty: 4735.360840
	Iteration 11Q: 3 clusters Score -1358558 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1358946.875000 Penalty: 4735.360840
	Iteration 12Q: 3 clusters Score -1358947 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1359294.875000 Penalty: 4735.360840
	Iteration 13Q: 3 clusters Score -1359295 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1359557.250000 Penalty: 4735.360840
	Iteration 14Q: 3 clusters Score -1359557 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1359703.375000 Penalty: 4735.360840
	Iteration 15Q: 3 clusters Score -1359703 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1359833.375000 Penalty: 4735.360840
	Iteration 16Q: 3 clusters Score -1359833 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1359923.750000 Penalty: 4735.360840
	Iteration 17Q: 3 clusters Score -1359924 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1359991.250000 Penalty: 4735.360840
	Iteration 18Q: 3 clusters Score -1359991 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1360048.625000 Penalty: 4735.360840
	Iteration 19Q: 3 clusters Score -1360049 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1360115.625000 Penalty: 4735.360840
	Iteration 20F: 3 clusters Score -1360116 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1360223.625000 Penalty: 4735.360840
	Iteration 21Q: 3 clusters Score -1360224 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1360343.875000 Penalty: 4735.360840
	Iteration 22Q: 3 clusters Score -1360344 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1360440.000000 Penalty: 4735.360840
	Iteration 23Q: 3 clusters Score -1360440 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1360529.125000 Penalty: 4735.360840
	Iteration 24Q: 3 clusters Score -1360529 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1360612.625000 Penalty: 4735.360840
	Iteration 25Q: 3 clusters Score -1360613 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1360664.750000 Penalty: 4735.360840
	Iteration 26Q: 3 clusters Score -1360665 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1360688.750000 Penalty: 4735.360840
	Iteration 27Q: 3 clusters Score -1360689 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1360701.625000 Penalty: 4735.360840
	Iteration 28Q: 3 clusters Score -1360702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1360703.750000 Penalty: 4735.360840
	Iteration 29Q: 3 clusters Score -1360704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1360708.125000 Penalty: 4735.360840
	Iteration 30Q: 3 clusters Score -1360708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1360711.375000 Penalty: 4735.360840
	Iteration 31Q: 3 clusters Score -1360711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1360712.125000 Penalty: 4735.360840
	Iteration 32Q: 3 clusters Score -1360712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1360714.625000 Penalty: 4735.360840
	Iteration 33Q: 3 clusters Score -1360715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1360713.750000 Penalty: 4735.360840
	Iteration 34Q: 3 clusters Score -1360714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1360715.250000 Penalty: 4735.360840
	Iteration 35Q: 3 clusters Score -1360715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1360716.500000 Penalty: 4735.360840
	Iteration 36Q: 3 clusters Score -1360716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1360716.500000 Penalty: 4735.360840
	Iteration 37F: 3 clusters Score -1360716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97810 members 
Entering Unmasked Estep 
Score: -10007324.000000 Penalty: 2849.713867
	Iteration 0F: 2 clusters Score -1.000732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -9941630.000000 Penalty: 5699.427734
	Iteration 0F: 3 clusters Score -9941630 nChanged 46290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -9968161.000000 Penalty: 5699.427734
	Iteration 1F: 3 clusters Score -9968161 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -9968946.000000 Penalty: 5699.427734
	Iteration 2Q: 3 clusters Score -9968946 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -9969843.000000 Penalty: 5699.427734
	Iteration 3Q: 3 clusters Score -9969843 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -9971255.000000 Penalty: 5699.427734
	Iteration 4Q: 3 clusters Score -9971255 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -9972989.000000 Penalty: 5699.427734
	Iteration 5Q: 3 clusters Score -9972989 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -9975059.000000 Penalty: 5699.427734
	Iteration 6Q: 3 clusters Score -9975059 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -9977503.000000 Penalty: 5699.427734
	Iteration 7F: 3 clusters Score -9977503 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -9979971.000000 Penalty: 5699.427734
	Iteration 8F: 3 clusters Score -9979971 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -9982035.000000 Penalty: 5699.427734
	Iteration 9Q: 3 clusters Score -9982035 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -9983813.000000 Penalty: 5699.427734
	Iteration 10Q: 3 clusters Score -9983813 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -9985228.000000 Penalty: 5699.427734
	Iteration 11Q: 3 clusters Score -9985228 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -9986514.000000 Penalty: 5699.427734
	Iteration 12Q: 3 clusters Score -9986514 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -9987818.000000 Penalty: 5699.427734
	Iteration 13Q: 3 clusters Score -9987818 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -9989038.000000 Penalty: 5699.427734
	Iteration 14Q: 3 clusters Score -9989038 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -9990322.000000 Penalty: 5699.427734
	Iteration 15Q: 3 clusters Score -9990322 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -9991562.000000 Penalty: 5699.427734
	Iteration 16Q: 3 clusters Score -9991562 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -9992934.000000 Penalty: 5699.427734
	Iteration 17Q: 3 clusters Score -9992934 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -9994302.000000 Penalty: 5699.427734
	Iteration 18Q: 3 clusters Score -9994302 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -9995760.000000 Penalty: 5699.427734
	Iteration 19Q: 3 clusters Score -9995760 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -9997227.000000 Penalty: 5699.427734
	Iteration 20F: 3 clusters Score -9997227 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84826 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -9998700.000000 Penalty: 5699.427734
	Iteration 21Q: 3 clusters Score -9998700 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87452 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -10000021.000000 Penalty: 5699.427734
	Iteration 22Q: 3 clusters Score -1.000002e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89682 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -10001132.000000 Penalty: 5699.427734
	Iteration 23Q: 3 clusters Score -1.000113e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91567 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -10002153.000000 Penalty: 5699.427734
	Iteration 24Q: 3 clusters Score -1.000215e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -10002987.000000 Penalty: 5699.427734
	Iteration 25Q: 3 clusters Score -1.000299e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94081 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -10003516.000000 Penalty: 5699.427734
	Iteration 26Q: 3 clusters Score -1.000352e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94823 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -10003884.000000 Penalty: 5699.427734
	Iteration 27Q: 3 clusters Score -1.000388e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95351 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -10004131.000000 Penalty: 5699.427734
	Iteration 28Q: 3 clusters Score -1.000413e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95708 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -10004319.000000 Penalty: 5699.427734
	Iteration 29Q: 3 clusters Score -1.000432e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95985 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -10004446.000000 Penalty: 5699.427734
	Iteration 30Q: 3 clusters Score -1.000445e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96170 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -10004556.000000 Penalty: 5699.427734
	Iteration 31Q: 3 clusters Score -1.000456e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96322 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -10004664.000000 Penalty: 5699.427734
	Iteration 32Q: 3 clusters Score -1.000466e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96434 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -10004705.000000 Penalty: 5699.427734
	Iteration 33Q: 3 clusters Score -1.00047e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96530 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -10004760.000000 Penalty: 5699.427734
	Iteration 34Q: 3 clusters Score -1.000476e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10004805.000000 Penalty: 5699.427734
	Iteration 35Q: 3 clusters Score -1.00048e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -10004841.000000 Penalty: 5699.427734
	Iteration 36Q: 3 clusters Score -1.000484e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96684 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10004860.000000 Penalty: 5699.427734
	Iteration 37Q: 3 clusters Score -1.000486e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96712 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10004899.000000 Penalty: 5699.427734
	Iteration 38Q: 3 clusters Score -1.00049e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96739 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10004915.000000 Penalty: 5699.427734
	Iteration 39Q: 3 clusters Score -1.000492e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10004940.000000 Penalty: 5699.427734
	Iteration 40F: 3 clusters Score -1.000494e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96797 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10004951.000000 Penalty: 5699.427734
	Iteration 41Q: 3 clusters Score -1.000495e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -10004966.000000 Penalty: 5699.427734
	Iteration 42Q: 3 clusters Score -1.000497e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96828 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -10004966.000000 Penalty: 5699.427734
	Iteration 43Q: 3 clusters Score -1.000497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10004988.000000 Penalty: 5699.427734
	Iteration 44Q: 3 clusters Score -1.000499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96857 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10004996.000000 Penalty: 5699.427734
	Iteration 45Q: 3 clusters Score -1.0005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10004985.000000 Penalty: 5699.427734
	Iteration 46Q: 3 clusters Score -1.000498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96870 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10004993.000000 Penalty: 5699.427734
	Iteration 47Q: 3 clusters Score -1.000499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96880 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10005004.000000 Penalty: 5699.427734
	Iteration 48Q: 3 clusters Score -1.0005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96890 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10005013.000000 Penalty: 5699.427734
	Iteration 49Q: 3 clusters Score -1.000501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96895 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10005018.000000 Penalty: 5699.427734
	Iteration 50Q: 3 clusters Score -1.000502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96897 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10005022.000000 Penalty: 5699.427734
	Iteration 51Q: 3 clusters Score -1.000502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96899 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10005033.000000 Penalty: 5699.427734
	Iteration 52Q: 3 clusters Score -1.000503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96906 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -10005040.000000 Penalty: 5699.427734
	Iteration 53Q: 3 clusters Score -1.000504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10005035.000000 Penalty: 5699.427734
	Iteration 54Q: 3 clusters Score -1.000504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96915 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10005041.000000 Penalty: 5699.427734
	Iteration 55Q: 3 clusters Score -1.000504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96919 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10005039.000000 Penalty: 5699.427734
	Iteration 56Q: 3 clusters Score -1.000504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96921 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10005045.000000 Penalty: 5699.427734
	Iteration 57Q: 3 clusters Score -1.000504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96923 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10005043.000000 Penalty: 5699.427734
	Iteration 58Q: 3 clusters Score -1.000504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10005046.000000 Penalty: 5699.427734
	Iteration 59Q: 3 clusters Score -1.000505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10005052.000000 Penalty: 5699.427734
	Iteration 60F: 3 clusters Score -1.000505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10005047.000000 Penalty: 5699.427734
	Iteration 61Q: 3 clusters Score -1.000505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10005047.000000 Penalty: 5699.427734
	Iteration 62Q: 3 clusters Score -1.000505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96929 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10005050.000000 Penalty: 5699.427734
	Iteration 63Q: 3 clusters Score -1.000505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10005046.000000 Penalty: 5699.427734
	Iteration 64Q: 3 clusters Score -1.000505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96933 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10005048.000000 Penalty: 5699.427734
	Iteration 65Q: 3 clusters Score -1.000505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96934 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10005049.000000 Penalty: 5699.427734
	Iteration 66Q: 3 clusters Score -1.000505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96936 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10005059.000000 Penalty: 5699.427734
	Iteration 67Q: 3 clusters Score -1.000506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96936 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10005059.000000 Penalty: 5699.427734
	Iteration 68F: 3 clusters Score -1.000506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Entering Unmasked Estep 
Score: -1369934.500000 Penalty: 2367.520996
	Iteration 0F: 2 clusters Score -1369934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1359636.875000 Penalty: 4735.041992
	Iteration 0F: 3 clusters Score -1359637 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1362852.250000 Penalty: 4735.041992
	Iteration 1F: 3 clusters Score -1362852 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1363235.875000 Penalty: 4735.041992
	Iteration 2F: 3 clusters Score -1363236 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1363572.750000 Penalty: 4735.041992
	Iteration 3F: 3 clusters Score -1363573 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1363962.500000 Penalty: 4735.041992
	Iteration 4Q: 3 clusters Score -1363962 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1364396.875000 Penalty: 4735.041992
	Iteration 5Q: 3 clusters Score -1364397 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1364868.500000 Penalty: 4735.041992
	Iteration 6F: 3 clusters Score -1364868 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1365303.375000 Penalty: 4735.041992
	Iteration 7F: 3 clusters Score -1365303 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1365722.000000 Penalty: 4735.041992
	Iteration 8Q: 3 clusters Score -1365722 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1366061.375000 Penalty: 4735.041992
	Iteration 9Q: 3 clusters Score -1366061 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1366384.875000 Penalty: 4735.041992
	Iteration 10Q: 3 clusters Score -1366385 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1366616.750000 Penalty: 4735.041992
	Iteration 11Q: 3 clusters Score -1366617 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1366820.250000 Penalty: 4735.041992
	Iteration 12Q: 3 clusters Score -1366820 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1366979.875000 Penalty: 4735.041992
	Iteration 13Q: 3 clusters Score -1366980 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1367087.875000 Penalty: 4735.041992
	Iteration 14Q: 3 clusters Score -1367088 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1367169.375000 Penalty: 4735.041992
	Iteration 15Q: 3 clusters Score -1367169 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1367233.625000 Penalty: 4735.041992
	Iteration 16Q: 3 clusters Score -1367234 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1367287.000000 Penalty: 4735.041992
	Iteration 17Q: 3 clusters Score -1367287 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1367329.375000 Penalty: 4735.041992
	Iteration 18Q: 3 clusters Score -1367329 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1367373.750000 Penalty: 4735.041992
	Iteration 19Q: 3 clusters Score -1367374 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1367414.000000 Penalty: 4735.041992
	Iteration 20F: 3 clusters Score -1367414 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1367458.375000 Penalty: 4735.041992
	Iteration 21Q: 3 clusters Score -1367458 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1367498.375000 Penalty: 4735.041992
	Iteration 22Q: 3 clusters Score -1367498 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1367534.375000 Penalty: 4735.041992
	Iteration 23Q: 3 clusters Score -1367534 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1367569.000000 Penalty: 4735.041992
	Iteration 24Q: 3 clusters Score -1367569 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1367602.250000 Penalty: 4735.041992
	Iteration 25Q: 3 clusters Score -1367602 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1367635.000000 Penalty: 4735.041992
	Iteration 26Q: 3 clusters Score -1367635 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1367678.750000 Penalty: 4735.041992
	Iteration 27Q: 3 clusters Score -1367679 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1367702.250000 Penalty: 4735.041992
	Iteration 28Q: 3 clusters Score -1367702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1367736.125000 Penalty: 4735.041992
	Iteration 29Q: 3 clusters Score -1367736 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1367764.875000 Penalty: 4735.041992
	Iteration 30Q: 3 clusters Score -1367765 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1367790.875000 Penalty: 4735.041992
	Iteration 31Q: 3 clusters Score -1367791 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1367807.375000 Penalty: 4735.041992
	Iteration 32Q: 3 clusters Score -1367807 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1367816.250000 Penalty: 4735.041992
	Iteration 33Q: 3 clusters Score -1367816 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1367831.500000 Penalty: 4735.041992
	Iteration 34Q: 3 clusters Score -1367832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1367839.625000 Penalty: 4735.041992
	Iteration 35Q: 3 clusters Score -1367840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1367848.750000 Penalty: 4735.041992
	Iteration 36Q: 3 clusters Score -1367849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1367859.625000 Penalty: 4735.041992
	Iteration 37Q: 3 clusters Score -1367860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1367870.375000 Penalty: 4735.041992
	Iteration 38Q: 3 clusters Score -1367870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1367872.125000 Penalty: 4735.041992
	Iteration 39Q: 3 clusters Score -1367872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1367870.750000 Penalty: 4735.041992
	Iteration 40F: 3 clusters Score -1367871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1367873.375000 Penalty: 4735.041992
	Iteration 41Q: 3 clusters Score -1367873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1367877.250000 Penalty: 4735.041992
	Iteration 42Q: 3 clusters Score -1367877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1367876.625000 Penalty: 4735.041992
	Iteration 43Q: 3 clusters Score -1367877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1367875.375000 Penalty: 4735.041992
	Iteration 44Q: 3 clusters Score -1367875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1367878.500000 Penalty: 4735.041992
	Iteration 45Q: 3 clusters Score -1367878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1367880.250000 Penalty: 4735.041992
	Iteration 46Q: 3 clusters Score -1367880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1367884.625000 Penalty: 4735.041992
	Iteration 47Q: 3 clusters Score -1367885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1367885.875000 Penalty: 4735.041992
	Iteration 48Q: 3 clusters Score -1367886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1367883.375000 Penalty: 4735.041992
	Iteration 49Q: 3 clusters Score -1367883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1367882.625000 Penalty: 4735.041992
	Iteration 50Q: 3 clusters Score -1367883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1367881.625000 Penalty: 4735.041992
	Iteration 51Q: 3 clusters Score -1367882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1367881.500000 Penalty: 4735.041992
	Iteration 52Q: 3 clusters Score -1367882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1367887.625000 Penalty: 4735.041992
	Iteration 53Q: 3 clusters Score -1367888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1367890.125000 Penalty: 4735.041992
	Iteration 54Q: 3 clusters Score -1367890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1367890.625000 Penalty: 4735.041992
	Iteration 55Q: 3 clusters Score -1367891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1367891.500000 Penalty: 4735.041992
	Iteration 56Q: 3 clusters Score -1367892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1367890.250000 Penalty: 4735.041992
	Iteration 57Q: 3 clusters Score -1367890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1367890.875000 Penalty: 4735.041992
	Iteration 58Q: 3 clusters Score -1367891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1367890.875000 Penalty: 4735.041992
	Iteration 59F: 3 clusters Score -1367891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Entering Unmasked Estep 
Score: -4500914.500000 Penalty: 2653.885986
	Iteration 0F: 2 clusters Score -4500914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -4470772.500000 Penalty: 5307.771973
	Iteration 0F: 3 clusters Score -4470772 nChanged 20595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -4482183.000000 Penalty: 5307.771973
	Iteration 1F: 3 clusters Score -4482183 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -4482711.000000 Penalty: 5307.771973
	Iteration 2Q: 3 clusters Score -4482711 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -4483160.500000 Penalty: 5307.771973
	Iteration 3Q: 3 clusters Score -4483160 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -4483667.500000 Penalty: 5307.771973
	Iteration 4Q: 3 clusters Score -4483668 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -4484301.000000 Penalty: 5307.771973
	Iteration 5Q: 3 clusters Score -4484301 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -4485050.000000 Penalty: 5307.771973
	Iteration 6Q: 3 clusters Score -4485050 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -4486089.000000 Penalty: 5307.771973
	Iteration 7Q: 3 clusters Score -4486089 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -4487593.500000 Penalty: 5307.771973
	Iteration 8F: 3 clusters Score -4487594 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -4489644.500000 Penalty: 5307.771973
	Iteration 9F: 3 clusters Score -4489644 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -4491774.500000 Penalty: 5307.771973
	Iteration 10F: 3 clusters Score -4491774 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -4493056.000000 Penalty: 5307.771973
	Iteration 11F: 3 clusters Score -4493056 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -4493616.500000 Penalty: 5307.771973
	Iteration 12Q: 3 clusters Score -4493616 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -4493897.500000 Penalty: 5307.771973
	Iteration 13Q: 3 clusters Score -4493898 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -4494061.000000 Penalty: 5307.771973
	Iteration 14Q: 3 clusters Score -4494061 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -4494174.500000 Penalty: 5307.771973
	Iteration 15Q: 3 clusters Score -4494174 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -4494279.500000 Penalty: 5307.771973
	Iteration 16Q: 3 clusters Score -4494280 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -4494308.500000 Penalty: 5307.771973
	Iteration 17Q: 3 clusters Score -4494308 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -4494391.500000 Penalty: 5307.771973
	Iteration 18Q: 3 clusters Score -4494392 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -4494460.000000 Penalty: 5307.771973
	Iteration 19Q: 3 clusters Score -4494460 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -4494518.000000 Penalty: 5307.771973
	Iteration 20F: 3 clusters Score -4494518 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -4494594.000000 Penalty: 5307.771973
	Iteration 21Q: 3 clusters Score -4494594 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -4494647.500000 Penalty: 5307.771973
	Iteration 22Q: 3 clusters Score -4494648 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -4494737.000000 Penalty: 5307.771973
	Iteration 23Q: 3 clusters Score -4494737 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -4494817.000000 Penalty: 5307.771973
	Iteration 24Q: 3 clusters Score -4494817 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4494899.000000 Penalty: 5307.771973
	Iteration 25Q: 3 clusters Score -4494899 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -4495012.000000 Penalty: 5307.771973
	Iteration 26Q: 3 clusters Score -4495012 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -4495102.500000 Penalty: 5307.771973
	Iteration 27Q: 3 clusters Score -4495102 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4495222.000000 Penalty: 5307.771973
	Iteration 28Q: 3 clusters Score -4495222 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -4495339.500000 Penalty: 5307.771973
	Iteration 29Q: 3 clusters Score -4495340 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4495467.000000 Penalty: 5307.771973
	Iteration 30Q: 3 clusters Score -4495467 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -4495592.500000 Penalty: 5307.771973
	Iteration 31Q: 3 clusters Score -4495592 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4495745.000000 Penalty: 5307.771973
	Iteration 32Q: 3 clusters Score -4495745 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -4495831.000000 Penalty: 5307.771973
	Iteration 33Q: 3 clusters Score -4495831 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -4495930.000000 Penalty: 5307.771973
	Iteration 34Q: 3 clusters Score -4495930 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -4496052.000000 Penalty: 5307.771973
	Iteration 35Q: 3 clusters Score -4496052 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -4496189.500000 Penalty: 5307.771973
	Iteration 36Q: 3 clusters Score -4496190 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -4496323.500000 Penalty: 5307.771973
	Iteration 37Q: 3 clusters Score -4496324 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -4496448.500000 Penalty: 5307.771973
	Iteration 38Q: 3 clusters Score -4496448 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -4496555.500000 Penalty: 5307.771973
	Iteration 39Q: 3 clusters Score -4496556 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -4496703.500000 Penalty: 5307.771973
	Iteration 40F: 3 clusters Score -4496704 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -4496832.000000 Penalty: 5307.771973
	Iteration 41Q: 3 clusters Score -4496832 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -4496965.000000 Penalty: 5307.771973
	Iteration 42Q: 3 clusters Score -4496965 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -4497083.500000 Penalty: 5307.771973
	Iteration 43Q: 3 clusters Score -4497084 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -4497200.000000 Penalty: 5307.771973
	Iteration 44Q: 3 clusters Score -4497200 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -4497297.000000 Penalty: 5307.771973
	Iteration 45Q: 3 clusters Score -4497297 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -4497394.500000 Penalty: 5307.771973
	Iteration 46Q: 3 clusters Score -4497394 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -4497492.500000 Penalty: 5307.771973
	Iteration 47Q: 3 clusters Score -4497492 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -4497578.000000 Penalty: 5307.771973
	Iteration 48Q: 3 clusters Score -4497578 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -4497665.500000 Penalty: 5307.771973
	Iteration 49Q: 3 clusters Score -4497666 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -4497721.000000 Penalty: 5307.771973
	Iteration 50Q: 3 clusters Score -4497721 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -4497773.500000 Penalty: 5307.771973
	Iteration 51Q: 3 clusters Score -4497774 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -4497834.500000 Penalty: 5307.771973
	Iteration 52Q: 3 clusters Score -4497834 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -4497884.000000 Penalty: 5307.771973
	Iteration 53Q: 3 clusters Score -4497884 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -4497940.000000 Penalty: 5307.771973
	Iteration 54Q: 3 clusters Score -4497940 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -4497978.000000 Penalty: 5307.771973
	Iteration 55Q: 3 clusters Score -4497978 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -4498000.500000 Penalty: 5307.771973
	Iteration 56Q: 3 clusters Score -4498000 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -4498065.500000 Penalty: 5307.771973
	Iteration 57Q: 3 clusters Score -4498066 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -4498070.500000 Penalty: 5307.771973
	Iteration 58Q: 3 clusters Score -4498070 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -4498083.000000 Penalty: 5307.771973
	Iteration 59Q: 3 clusters Score -4498083 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -4498122.000000 Penalty: 5307.771973
	Iteration 60F: 3 clusters Score -4498122 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -4498145.500000 Penalty: 5307.771973
	Iteration 61Q: 3 clusters Score -4498146 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -4498173.500000 Penalty: 5307.771973
	Iteration 62Q: 3 clusters Score -4498174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -4498181.000000 Penalty: 5307.771973
	Iteration 63Q: 3 clusters Score -4498181 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -4498209.000000 Penalty: 5307.771973
	Iteration 64Q: 3 clusters Score -4498209 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -4498241.000000 Penalty: 5307.771973
	Iteration 65Q: 3 clusters Score -4498241 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -4498274.000000 Penalty: 5307.771973
	Iteration 66Q: 3 clusters Score -4498274 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -4498311.000000 Penalty: 5307.771973
	Iteration 67Q: 3 clusters Score -4498311 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -4498340.000000 Penalty: 5307.771973
	Iteration 68Q: 3 clusters Score -4498340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -4498366.000000 Penalty: 5307.771973
	Iteration 69Q: 3 clusters Score -4498366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -4498390.500000 Penalty: 5307.771973
	Iteration 70Q: 3 clusters Score -4498390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -4498413.000000 Penalty: 5307.771973
	Iteration 71Q: 3 clusters Score -4498413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -4498427.500000 Penalty: 5307.771973
	Iteration 72Q: 3 clusters Score -4498428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -4498434.000000 Penalty: 5307.771973
	Iteration 73Q: 3 clusters Score -4498434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -4498448.000000 Penalty: 5307.771973
	Iteration 74Q: 3 clusters Score -4498448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -4498449.500000 Penalty: 5307.771973
	Iteration 75Q: 3 clusters Score -4498450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -4498460.000000 Penalty: 5307.771973
	Iteration 76Q: 3 clusters Score -4498460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -4498477.000000 Penalty: 5307.771973
	Iteration 77Q: 3 clusters Score -4498477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -4498482.500000 Penalty: 5307.771973
	Iteration 78Q: 3 clusters Score -4498482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -4498481.500000 Penalty: 5307.771973
	Iteration 79Q: 3 clusters Score -4498482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -4498493.000000 Penalty: 5307.771973
	Iteration 80F: 3 clusters Score -4498493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -4498504.500000 Penalty: 5307.771973
	Iteration 81Q: 3 clusters Score -4498504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -4498510.000000 Penalty: 5307.771973
	Iteration 82Q: 3 clusters Score -4498510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -4498514.000000 Penalty: 5307.771973
	Iteration 83Q: 3 clusters Score -4498514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -4498516.000000 Penalty: 5307.771973
	Iteration 84Q: 3 clusters Score -4498516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -4498519.500000 Penalty: 5307.771973
	Iteration 85Q: 3 clusters Score -4498520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -4498528.500000 Penalty: 5307.771973
	Iteration 86Q: 3 clusters Score -4498528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -4498529.500000 Penalty: 5307.771973
	Iteration 87Q: 3 clusters Score -4498530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -4498529.500000 Penalty: 5307.771973
	Iteration 88Q: 3 clusters Score -4498530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -4498537.000000 Penalty: 5307.771973
	Iteration 89Q: 3 clusters Score -4498537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -4498542.500000 Penalty: 5307.771973
	Iteration 90Q: 3 clusters Score -4498542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -4498544.500000 Penalty: 5307.771973
	Iteration 91Q: 3 clusters Score -4498544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -4498555.000000 Penalty: 5307.771973
	Iteration 92Q: 3 clusters Score -4498555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -4498572.000000 Penalty: 5307.771973
	Iteration 93Q: 3 clusters Score -4498572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -4498572.000000 Penalty: 5307.771973
	Iteration 94Q: 3 clusters Score -4498572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -4498572.000000 Penalty: 5307.771973
	Iteration 95Q: 3 clusters Score -4498572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -4498573.000000 Penalty: 5307.771973
	Iteration 96Q: 3 clusters Score -4498573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -4498573.500000 Penalty: 5307.771973
	Iteration 97Q: 3 clusters Score -4498574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -4498573.500000 Penalty: 5307.771973
	Iteration 98Q: 3 clusters Score -4498574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -4498573.000000 Penalty: 5307.771973
	Iteration 99Q: 3 clusters Score -4498573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -4498577.000000 Penalty: 5307.771973
	Iteration 100F: 3 clusters Score -4498577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -4498577.000000 Penalty: 5307.771973
	Iteration 101Q: 3 clusters Score -4498577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -4498578.000000 Penalty: 5307.771973
	Iteration 102Q: 3 clusters Score -4498578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -4498574.500000 Penalty: 5307.771973
	Iteration 103Q: 3 clusters Score -4498574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -4498578.000000 Penalty: 5307.771973
	Iteration 104Q: 3 clusters Score -4498578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -4498581.000000 Penalty: 5307.771973
	Iteration 105Q: 3 clusters Score -4498581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -4498579.000000 Penalty: 5307.771973
	Iteration 106Q: 3 clusters Score -4498579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -4498577.500000 Penalty: 5307.771973
	Iteration 107Q: 3 clusters Score -4498578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -4498574.000000 Penalty: 5307.771973
	Iteration 108Q: 3 clusters Score -4498574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -4498579.500000 Penalty: 5307.771973
	Iteration 109Q: 3 clusters Score -4498580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -4498579.000000 Penalty: 5307.771973
	Iteration 110Q: 3 clusters Score -4498579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -4498586.000000 Penalty: 5307.771973
	Iteration 111Q: 3 clusters Score -4498586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -4498593.500000 Penalty: 5307.771973
	Iteration 112Q: 3 clusters Score -4498594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -4498591.500000 Penalty: 5307.771973
	Iteration 113Q: 3 clusters Score -4498592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -4498596.000000 Penalty: 5307.771973
	Iteration 114Q: 3 clusters Score -4498596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -4498604.500000 Penalty: 5307.771973
	Iteration 115Q: 3 clusters Score -4498604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -4498598.000000 Penalty: 5307.771973
	Iteration 116Q: 3 clusters Score -4498598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -4498607.500000 Penalty: 5307.771973
	Iteration 117Q: 3 clusters Score -4498608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -4498606.000000 Penalty: 5307.771973
	Iteration 118Q: 3 clusters Score -4498606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -4498612.500000 Penalty: 5307.771973
	Iteration 119Q: 3 clusters Score -4498612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -4498611.500000 Penalty: 5307.771973
	Iteration 120F: 3 clusters Score -4498612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -4498618.000000 Penalty: 5307.771973
	Iteration 121Q: 3 clusters Score -4498618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -4498620.000000 Penalty: 5307.771973
	Iteration 122Q: 3 clusters Score -4498620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -4498624.000000 Penalty: 5307.771973
	Iteration 123Q: 3 clusters Score -4498624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -4498622.500000 Penalty: 5307.771973
	Iteration 124Q: 3 clusters Score -4498622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -4498626.000000 Penalty: 5307.771973
	Iteration 125Q: 3 clusters Score -4498626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -4498626.000000 Penalty: 5307.771973
	Iteration 126Q: 3 clusters Score -4498626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -4498627.000000 Penalty: 5307.771973
	Iteration 127Q: 3 clusters Score -4498627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -4498628.500000 Penalty: 5307.771973
	Iteration 128Q: 3 clusters Score -4498628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -4498632.000000 Penalty: 5307.771973
	Iteration 129Q: 3 clusters Score -4498632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -4498625.000000 Penalty: 5307.771973
	Iteration 130Q: 3 clusters Score -4498625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -4498625.000000 Penalty: 5307.771973
	Iteration 131F: 3 clusters Score -4498625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Entering Unmasked Estep 
Score: -1118001.625000 Penalty: 2311.871094
	Iteration 0F: 2 clusters Score -1118002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1109589.375000 Penalty: 4623.742188
	Iteration 0F: 3 clusters Score -1109589 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1111963.625000 Penalty: 4623.742188
	Iteration 1F: 3 clusters Score -1111964 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1112254.750000 Penalty: 4623.742188
	Iteration 2F: 3 clusters Score -1112255 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1112513.625000 Penalty: 4623.742188
	Iteration 3Q: 3 clusters Score -1112514 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1112775.875000 Penalty: 4623.742188
	Iteration 4Q: 3 clusters Score -1112776 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1113063.750000 Penalty: 4623.742188
	Iteration 5Q: 3 clusters Score -1113064 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1113381.500000 Penalty: 4623.742188
	Iteration 6Q: 3 clusters Score -1113382 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1113746.625000 Penalty: 4623.742188
	Iteration 7F: 3 clusters Score -1113747 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1114172.500000 Penalty: 4623.742188
	Iteration 8F: 3 clusters Score -1114172 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1114616.375000 Penalty: 4623.742188
	Iteration 9F: 3 clusters Score -1114616 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1114996.375000 Penalty: 4623.742188
	Iteration 10F: 3 clusters Score -1114996 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1115343.250000 Penalty: 4623.742188
	Iteration 11Q: 3 clusters Score -1115343 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1115641.250000 Penalty: 4623.742188
	Iteration 12Q: 3 clusters Score -1115641 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1115879.625000 Penalty: 4623.742188
	Iteration 13Q: 3 clusters Score -1115880 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1116063.125000 Penalty: 4623.742188
	Iteration 14Q: 3 clusters Score -1116063 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1116185.000000 Penalty: 4623.742188
	Iteration 15Q: 3 clusters Score -1116185 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1116272.250000 Penalty: 4623.742188
	Iteration 16Q: 3 clusters Score -1116272 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1116339.125000 Penalty: 4623.742188
	Iteration 17Q: 3 clusters Score -1116339 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1116390.875000 Penalty: 4623.742188
	Iteration 18Q: 3 clusters Score -1116391 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1116426.250000 Penalty: 4623.742188
	Iteration 19Q: 3 clusters Score -1116426 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1116455.875000 Penalty: 4623.742188
	Iteration 20F: 3 clusters Score -1116456 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1116479.500000 Penalty: 4623.742188
	Iteration 21Q: 3 clusters Score -1116480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1116500.375000 Penalty: 4623.742188
	Iteration 22Q: 3 clusters Score -1116500 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1116513.750000 Penalty: 4623.742188
	Iteration 23Q: 3 clusters Score -1116514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1116520.125000 Penalty: 4623.742188
	Iteration 24Q: 3 clusters Score -1116520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1116529.000000 Penalty: 4623.742188
	Iteration 25Q: 3 clusters Score -1116529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1116537.625000 Penalty: 4623.742188
	Iteration 26Q: 3 clusters Score -1116538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1116537.250000 Penalty: 4623.742188
	Iteration 27Q: 3 clusters Score -1116537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1116539.750000 Penalty: 4623.742188
	Iteration 28Q: 3 clusters Score -1116540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1116546.375000 Penalty: 4623.742188
	Iteration 29Q: 3 clusters Score -1116546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1116547.500000 Penalty: 4623.742188
	Iteration 30Q: 3 clusters Score -1116548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1116546.250000 Penalty: 4623.742188
	Iteration 31Q: 3 clusters Score -1116546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1116549.625000 Penalty: 4623.742188
	Iteration 32Q: 3 clusters Score -1116550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1116550.625000 Penalty: 4623.742188
	Iteration 33Q: 3 clusters Score -1116551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1116552.625000 Penalty: 4623.742188
	Iteration 34Q: 3 clusters Score -1116553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1116549.875000 Penalty: 4623.742188
	Iteration 35Q: 3 clusters Score -1116550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1116552.875000 Penalty: 4623.742188
	Iteration 36Q: 3 clusters Score -1116553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1116552.875000 Penalty: 4623.742188
	Iteration 37Q: 3 clusters Score -1116553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1116555.375000 Penalty: 4623.742188
	Iteration 38Q: 3 clusters Score -1116555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1116555.750000 Penalty: 4623.742188
	Iteration 39Q: 3 clusters Score -1116556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1116555.500000 Penalty: 4623.742188
	Iteration 40F: 3 clusters Score -1116556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1116554.500000 Penalty: 4623.742188
	Iteration 41Q: 3 clusters Score -1116554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1116554.375000 Penalty: 4623.742188
	Iteration 42Q: 3 clusters Score -1116554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1116554.250000 Penalty: 4623.742188
	Iteration 43Q: 3 clusters Score -1116554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1116554.875000 Penalty: 4623.742188
	Iteration 44Q: 3 clusters Score -1116555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1116554.875000 Penalty: 4623.742188
	Iteration 45Q: 3 clusters Score -1116555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1116557.125000 Penalty: 4623.742188
	Iteration 46Q: 3 clusters Score -1116557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1116557.375000 Penalty: 4623.742188
	Iteration 47Q: 3 clusters Score -1116557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1116559.375000 Penalty: 4623.742188
	Iteration 48Q: 3 clusters Score -1116559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1116559.000000 Penalty: 4623.742188
	Iteration 49Q: 3 clusters Score -1116559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1116560.625000 Penalty: 4623.742188
	Iteration 50Q: 3 clusters Score -1116561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1116559.375000 Penalty: 4623.742188
	Iteration 51Q: 3 clusters Score -1116559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1116559.500000 Penalty: 4623.742188
	Iteration 52Q: 3 clusters Score -1116560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1116562.875000 Penalty: 4623.742188
	Iteration 53Q: 3 clusters Score -1116563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1116563.875000 Penalty: 4623.742188
	Iteration 54Q: 3 clusters Score -1116564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1116562.875000 Penalty: 4623.742188
	Iteration 55Q: 3 clusters Score -1116563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1116563.125000 Penalty: 4623.742188
	Iteration 56Q: 3 clusters Score -1116563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1116562.250000 Penalty: 4623.742188
	Iteration 57Q: 3 clusters Score -1116562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1116562.250000 Penalty: 4623.742188
	Iteration 58F: 3 clusters Score -1116562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Entering Unmasked Estep 
Score: -2570588.500000 Penalty: 2511.791016
	Iteration 0F: 2 clusters Score -2570588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2553198.250000 Penalty: 5023.582031
	Iteration 0F: 3 clusters Score -2553198 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2559310.000000 Penalty: 5023.582031
	Iteration 1F: 3 clusters Score -2559310 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2559745.500000 Penalty: 5023.582031
	Iteration 2F: 3 clusters Score -2559746 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2560128.000000 Penalty: 5023.582031
	Iteration 3Q: 3 clusters Score -2560128 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2560481.500000 Penalty: 5023.582031
	Iteration 4Q: 3 clusters Score -2560482 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2560918.750000 Penalty: 5023.582031
	Iteration 5Q: 3 clusters Score -2560919 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2561530.500000 Penalty: 5023.582031
	Iteration 6Q: 3 clusters Score -2561530 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2562434.500000 Penalty: 5023.582031
	Iteration 7F: 3 clusters Score -2562434 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2563682.000000 Penalty: 5023.582031
	Iteration 8F: 3 clusters Score -2563682 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2565096.500000 Penalty: 5023.582031
	Iteration 9F: 3 clusters Score -2565096 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2566387.000000 Penalty: 5023.582031
	Iteration 10F: 3 clusters Score -2566387 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2567303.250000 Penalty: 5023.582031
	Iteration 11Q: 3 clusters Score -2567303 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2567852.500000 Penalty: 5023.582031
	Iteration 12Q: 3 clusters Score -2567852 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2568144.000000 Penalty: 5023.582031
	Iteration 13Q: 3 clusters Score -2568144 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2568286.250000 Penalty: 5023.582031
	Iteration 14Q: 3 clusters Score -2568286 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2568364.250000 Penalty: 5023.582031
	Iteration 15Q: 3 clusters Score -2568364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2568403.750000 Penalty: 5023.582031
	Iteration 16Q: 3 clusters Score -2568404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2568434.250000 Penalty: 5023.582031
	Iteration 17Q: 3 clusters Score -2568434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2568450.250000 Penalty: 5023.582031
	Iteration 18Q: 3 clusters Score -2568450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2568465.000000 Penalty: 5023.582031
	Iteration 19Q: 3 clusters Score -2568465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2568469.750000 Penalty: 5023.582031
	Iteration 20F: 3 clusters Score -2568470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2568480.250000 Penalty: 5023.582031
	Iteration 21Q: 3 clusters Score -2568480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2568484.750000 Penalty: 5023.582031
	Iteration 22Q: 3 clusters Score -2568485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2568490.750000 Penalty: 5023.582031
	Iteration 23Q: 3 clusters Score -2568491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2568489.750000 Penalty: 5023.582031
	Iteration 24Q: 3 clusters Score -2568490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2568495.500000 Penalty: 5023.582031
	Iteration 25Q: 3 clusters Score -2568496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2568499.500000 Penalty: 5023.582031
	Iteration 26Q: 3 clusters Score -2568500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2568503.250000 Penalty: 5023.582031
	Iteration 27Q: 3 clusters Score -2568503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2568505.250000 Penalty: 5023.582031
	Iteration 28Q: 3 clusters Score -2568505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2568513.000000 Penalty: 5023.582031
	Iteration 29Q: 3 clusters Score -2568513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2568516.500000 Penalty: 5023.582031
	Iteration 30Q: 3 clusters Score -2568516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2568515.500000 Penalty: 5023.582031
	Iteration 31Q: 3 clusters Score -2568516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2568515.500000 Penalty: 5023.582031
	Iteration 32F: 3 clusters Score -2568516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Entering Unmasked Estep 
Score: -1530170.250000 Penalty: 2394.589600
	Iteration 0F: 2 clusters Score -1530170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1519090.375000 Penalty: 4789.179199
	Iteration 0F: 3 clusters Score -1519090 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1522647.625000 Penalty: 4789.179199
	Iteration 1F: 3 clusters Score -1522648 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1522996.500000 Penalty: 4789.179199
	Iteration 2F: 3 clusters Score -1522996 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1523230.750000 Penalty: 4789.179199
	Iteration 3Q: 3 clusters Score -1523231 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1523414.375000 Penalty: 4789.179199
	Iteration 4Q: 3 clusters Score -1523414 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1523599.500000 Penalty: 4789.179199
	Iteration 5Q: 3 clusters Score -1523600 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1523766.250000 Penalty: 4789.179199
	Iteration 6Q: 3 clusters Score -1523766 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1523916.875000 Penalty: 4789.179199
	Iteration 7Q: 3 clusters Score -1523917 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1524071.750000 Penalty: 4789.179199
	Iteration 8Q: 3 clusters Score -1524072 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1524233.250000 Penalty: 4789.179199
	Iteration 9Q: 3 clusters Score -1524233 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1524419.125000 Penalty: 4789.179199
	Iteration 10Q: 3 clusters Score -1524419 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1524647.125000 Penalty: 4789.179199
	Iteration 11Q: 3 clusters Score -1524647 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1524906.375000 Penalty: 4789.179199
	Iteration 12Q: 3 clusters Score -1524906 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1525225.375000 Penalty: 4789.179199
	Iteration 13Q: 3 clusters Score -1525225 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1525619.125000 Penalty: 4789.179199
	Iteration 14Q: 3 clusters Score -1525619 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1526008.875000 Penalty: 4789.179199
	Iteration 15Q: 3 clusters Score -1526009 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1526300.125000 Penalty: 4789.179199
	Iteration 16Q: 3 clusters Score -1526300 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1526533.375000 Penalty: 4789.179199
	Iteration 17Q: 3 clusters Score -1526533 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1526710.250000 Penalty: 4789.179199
	Iteration 18Q: 3 clusters Score -1526710 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1526828.125000 Penalty: 4789.179199
	Iteration 19Q: 3 clusters Score -1526828 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1526901.625000 Penalty: 4789.179199
	Iteration 20F: 3 clusters Score -1526902 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1526960.625000 Penalty: 4789.179199
	Iteration 21Q: 3 clusters Score -1526961 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1526992.125000 Penalty: 4789.179199
	Iteration 22Q: 3 clusters Score -1526992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1527019.250000 Penalty: 4789.179199
	Iteration 23Q: 3 clusters Score -1527019 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1527043.500000 Penalty: 4789.179199
	Iteration 24Q: 3 clusters Score -1527044 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1527067.125000 Penalty: 4789.179199
	Iteration 25Q: 3 clusters Score -1527067 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1527079.375000 Penalty: 4789.179199
	Iteration 26Q: 3 clusters Score -1527079 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1527092.750000 Penalty: 4789.179199
	Iteration 27Q: 3 clusters Score -1527093 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1527102.375000 Penalty: 4789.179199
	Iteration 28Q: 3 clusters Score -1527102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1527111.375000 Penalty: 4789.179199
	Iteration 29Q: 3 clusters Score -1527111 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1527118.875000 Penalty: 4789.179199
	Iteration 30Q: 3 clusters Score -1527119 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1527125.500000 Penalty: 4789.179199
	Iteration 31Q: 3 clusters Score -1527126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1527131.750000 Penalty: 4789.179199
	Iteration 32Q: 3 clusters Score -1527132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1527132.500000 Penalty: 4789.179199
	Iteration 33Q: 3 clusters Score -1527132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1527140.375000 Penalty: 4789.179199
	Iteration 34Q: 3 clusters Score -1527140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1527141.000000 Penalty: 4789.179199
	Iteration 35Q: 3 clusters Score -1527141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1527139.875000 Penalty: 4789.179199
	Iteration 36Q: 3 clusters Score -1527140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1527142.750000 Penalty: 4789.179199
	Iteration 37Q: 3 clusters Score -1527143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1527144.750000 Penalty: 4789.179199
	Iteration 38Q: 3 clusters Score -1527145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1527151.125000 Penalty: 4789.179199
	Iteration 39Q: 3 clusters Score -1527151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1527151.625000 Penalty: 4789.179199
	Iteration 40F: 3 clusters Score -1527152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1527154.500000 Penalty: 4789.179199
	Iteration 41Q: 3 clusters Score -1527154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1527155.750000 Penalty: 4789.179199
	Iteration 42Q: 3 clusters Score -1527156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1527154.875000 Penalty: 4789.179199
	Iteration 43Q: 3 clusters Score -1527155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1527151.000000 Penalty: 4789.179199
	Iteration 44Q: 3 clusters Score -1527151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1527153.750000 Penalty: 4789.179199
	Iteration 45Q: 3 clusters Score -1527154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1527156.250000 Penalty: 4789.179199
	Iteration 46Q: 3 clusters Score -1527156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1527158.875000 Penalty: 4789.179199
	Iteration 47Q: 3 clusters Score -1527159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1527159.125000 Penalty: 4789.179199
	Iteration 48Q: 3 clusters Score -1527159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1527162.625000 Penalty: 4789.179199
	Iteration 49Q: 3 clusters Score -1527163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1527161.375000 Penalty: 4789.179199
	Iteration 50Q: 3 clusters Score -1527161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1527164.625000 Penalty: 4789.179199
	Iteration 51Q: 3 clusters Score -1527165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1527162.250000 Penalty: 4789.179199
	Iteration 52Q: 3 clusters Score -1527162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1527162.500000 Penalty: 4789.179199
	Iteration 53Q: 3 clusters Score -1527162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1527162.500000 Penalty: 4789.179199
	Iteration 54F: 3 clusters Score -1527162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (198715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198715 members 
Entering Unmasked Estep 
Score: -20034556.000000 Penalty: 3025.507568
	Iteration 0F: 2 clusters Score -2.003456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99329 members 
Mstep: Class 2 contains 99386 members 
Entering Unmasked Estep 
Score: -19901184.000000 Penalty: 6051.015137
	Iteration 0F: 3 clusters Score -1.990118e+07 nChanged 96029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98502 members 
Mstep: Class 2 contains 100213 members 
Entering Unmasked Estep 
Score: -19956798.000000 Penalty: 6051.015137
	Iteration 1F: 3 clusters Score -1.99568e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98066 members 
Mstep: Class 2 contains 100649 members 
Entering Unmasked Estep 
Score: -19957720.000000 Penalty: 6051.015137
	Iteration 2Q: 3 clusters Score -1.995772e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97408 members 
Mstep: Class 2 contains 101307 members 
Entering Unmasked Estep 
Score: -19958508.000000 Penalty: 6051.015137
	Iteration 3Q: 3 clusters Score -1.995851e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96491 members 
Mstep: Class 2 contains 102224 members 
Entering Unmasked Estep 
Score: -19959422.000000 Penalty: 6051.015137
	Iteration 4Q: 3 clusters Score -1.995942e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95079 members 
Mstep: Class 2 contains 103636 members 
Entering Unmasked Estep 
Score: -19960254.000000 Penalty: 6051.015137
	Iteration 5Q: 3 clusters Score -1.996025e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93008 members 
Mstep: Class 2 contains 105707 members 
Entering Unmasked Estep 
Score: -19961348.000000 Penalty: 6051.015137
	Iteration 6Q: 3 clusters Score -1.996135e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 108803 members 
Entering Unmasked Estep 
Score: -19963234.000000 Penalty: 6051.015137
	Iteration 7Q: 3 clusters Score -1.996323e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85620 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -19966078.000000 Penalty: 6051.015137
	Iteration 8Q: 3 clusters Score -1.996608e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79677 members 
Mstep: Class 2 contains 119038 members 
Entering Unmasked Estep 
Score: -19970688.000000 Penalty: 6051.015137
	Iteration 9Q: 3 clusters Score -1.997069e+07 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72039 members 
Mstep: Class 2 contains 126676 members 
Entering Unmasked Estep 
Score: -19978114.000000 Penalty: 6051.015137
	Iteration 10F: 3 clusters Score -1.997811e+07 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 134898 members 
Entering Unmasked Estep 
Score: -19987708.000000 Penalty: 6051.015137
	Iteration 11F: 3 clusters Score -1.998771e+07 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 141845 members 
Entering Unmasked Estep 
Score: -19997098.000000 Penalty: 6051.015137
	Iteration 12F: 3 clusters Score -1.99971e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 146879 members 
Entering Unmasked Estep 
Score: -20002728.000000 Penalty: 6051.015137
	Iteration 13Q: 3 clusters Score -2.000273e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 150970 members 
Entering Unmasked Estep 
Score: -20005294.000000 Penalty: 6051.015137
	Iteration 14Q: 3 clusters Score -2.000529e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 154975 members 
Entering Unmasked Estep 
Score: -20007068.000000 Penalty: 6051.015137
	Iteration 15Q: 3 clusters Score -2.000707e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 159014 members 
Entering Unmasked Estep 
Score: -20008916.000000 Penalty: 6051.015137
	Iteration 16Q: 3 clusters Score -2.000892e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 163135 members 
Entering Unmasked Estep 
Score: -20010754.000000 Penalty: 6051.015137
	Iteration 17Q: 3 clusters Score -2.001075e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 167333 members 
Entering Unmasked Estep 
Score: -20012694.000000 Penalty: 6051.015137
	Iteration 18Q: 3 clusters Score -2.001269e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -20014826.000000 Penalty: 6051.015137
	Iteration 19Q: 3 clusters Score -2.001483e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 175733 members 
Entering Unmasked Estep 
Score: -20017126.000000 Penalty: 6051.015137
	Iteration 20F: 3 clusters Score -2.001713e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 179714 members 
Entering Unmasked Estep 
Score: -20019322.000000 Penalty: 6051.015137
	Iteration 21Q: 3 clusters Score -2.001932e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 183301 members 
Entering Unmasked Estep 
Score: -20021454.000000 Penalty: 6051.015137
	Iteration 22Q: 3 clusters Score -2.002145e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 186498 members 
Entering Unmasked Estep 
Score: -20023440.000000 Penalty: 6051.015137
	Iteration 23Q: 3 clusters Score -2.002344e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 189185 members 
Entering Unmasked Estep 
Score: -20025210.000000 Penalty: 6051.015137
	Iteration 24Q: 3 clusters Score -2.002521e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 191495 members 
Entering Unmasked Estep 
Score: -20026804.000000 Penalty: 6051.015137
	Iteration 25Q: 3 clusters Score -2.00268e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 193319 members 
Entering Unmasked Estep 
Score: -20028204.000000 Penalty: 6051.015137
	Iteration 26Q: 3 clusters Score -2.00282e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 194829 members 
Entering Unmasked Estep 
Score: -20029168.000000 Penalty: 6051.015137
	Iteration 27Q: 3 clusters Score -2.002917e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 195988 members 
Entering Unmasked Estep 
Score: -20030012.000000 Penalty: 6051.015137
	Iteration 28Q: 3 clusters Score -2.003001e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 196816 members 
Entering Unmasked Estep 
Score: -20030644.000000 Penalty: 6051.015137
	Iteration 29Q: 3 clusters Score -2.003064e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 197381 members 
Entering Unmasked Estep 
Score: -20031116.000000 Penalty: 6051.015137
	Iteration 30Q: 3 clusters Score -2.003112e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 197746 members 
Entering Unmasked Estep 
Score: -20031424.000000 Penalty: 6051.015137
	Iteration 31Q: 3 clusters Score -2.003142e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 197976 members 
Entering Unmasked Estep 
Score: -20031594.000000 Penalty: 6051.015137
	Iteration 32Q: 3 clusters Score -2.003159e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 198111 members 
Entering Unmasked Estep 
Score: -20031770.000000 Penalty: 6051.015137
	Iteration 33Q: 3 clusters Score -2.003177e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 198194 members 
Entering Unmasked Estep 
Score: -20031828.000000 Penalty: 6051.015137
	Iteration 34Q: 3 clusters Score -2.003183e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 198238 members 
Entering Unmasked Estep 
Score: -20031856.000000 Penalty: 6051.015137
	Iteration 35Q: 3 clusters Score -2.003186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 198256 members 
Entering Unmasked Estep 
Score: -20031880.000000 Penalty: 6051.015137
	Iteration 36Q: 3 clusters Score -2.003188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 198267 members 
Entering Unmasked Estep 
Score: -20031892.000000 Penalty: 6051.015137
	Iteration 37Q: 3 clusters Score -2.003189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 198277 members 
Entering Unmasked Estep 
Score: -20031906.000000 Penalty: 6051.015137
	Iteration 38Q: 3 clusters Score -2.003191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 198285 members 
Entering Unmasked Estep 
Score: -20031902.000000 Penalty: 6051.015137
	Iteration 39Q: 3 clusters Score -2.00319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 198288 members 
Entering Unmasked Estep 
Score: -20031900.000000 Penalty: 6051.015137
	Iteration 40F: 3 clusters Score -2.00319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Entering Unmasked Estep 
Score: -3594761.750000 Penalty: 2623.100586
	Iteration 0F: 2 clusters Score -3594762 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 19668 members 
Entering Unmasked Estep 
Score: -3568295.500000 Penalty: 5246.201172
	Iteration 0F: 3 clusters Score -3568296 nChanged 17882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -3578056.250000 Penalty: 5246.201172
	Iteration 1F: 3 clusters Score -3578056 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -3578817.000000 Penalty: 5246.201172
	Iteration 2F: 3 clusters Score -3578817 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3579636.750000 Penalty: 5246.201172
	Iteration 3Q: 3 clusters Score -3579637 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -3580438.750000 Penalty: 5246.201172
	Iteration 4Q: 3 clusters Score -3580439 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -3581342.750000 Penalty: 5246.201172
	Iteration 5Q: 3 clusters Score -3581343 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -3582355.500000 Penalty: 5246.201172
	Iteration 6Q: 3 clusters Score -3582356 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3583483.750000 Penalty: 5246.201172
	Iteration 7F: 3 clusters Score -3583484 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -3584649.500000 Penalty: 5246.201172
	Iteration 8Q: 3 clusters Score -3584650 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3585792.750000 Penalty: 5246.201172
	Iteration 9Q: 3 clusters Score -3585793 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3586990.750000 Penalty: 5246.201172
	Iteration 10Q: 3 clusters Score -3586991 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -3588141.750000 Penalty: 5246.201172
	Iteration 11Q: 3 clusters Score -3588142 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -3589150.250000 Penalty: 5246.201172
	Iteration 12Q: 3 clusters Score -3589150 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -3590048.750000 Penalty: 5246.201172
	Iteration 13Q: 3 clusters Score -3590049 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -3590725.500000 Penalty: 5246.201172
	Iteration 14Q: 3 clusters Score -3590726 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -3591230.750000 Penalty: 5246.201172
	Iteration 15Q: 3 clusters Score -3591231 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -3591583.000000 Penalty: 5246.201172
	Iteration 16Q: 3 clusters Score -3591583 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -3591851.750000 Penalty: 5246.201172
	Iteration 17Q: 3 clusters Score -3591852 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -3592034.750000 Penalty: 5246.201172
	Iteration 18Q: 3 clusters Score -3592035 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -3592180.000000 Penalty: 5246.201172
	Iteration 19Q: 3 clusters Score -3592180 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -3592307.250000 Penalty: 5246.201172
	Iteration 20F: 3 clusters Score -3592307 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -3592416.250000 Penalty: 5246.201172
	Iteration 21Q: 3 clusters Score -3592416 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -3592487.750000 Penalty: 5246.201172
	Iteration 22Q: 3 clusters Score -3592488 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -3592520.250000 Penalty: 5246.201172
	Iteration 23Q: 3 clusters Score -3592520 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -3592548.750000 Penalty: 5246.201172
	Iteration 24Q: 3 clusters Score -3592549 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -3592591.750000 Penalty: 5246.201172
	Iteration 25Q: 3 clusters Score -3592592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -3592616.000000 Penalty: 5246.201172
	Iteration 26Q: 3 clusters Score -3592616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -3592636.500000 Penalty: 5246.201172
	Iteration 27Q: 3 clusters Score -3592636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -3592642.000000 Penalty: 5246.201172
	Iteration 28Q: 3 clusters Score -3592642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -3592657.750000 Penalty: 5246.201172
	Iteration 29Q: 3 clusters Score -3592658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -3592667.500000 Penalty: 5246.201172
	Iteration 30Q: 3 clusters Score -3592668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -3592671.750000 Penalty: 5246.201172
	Iteration 31Q: 3 clusters Score -3592672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -3592675.250000 Penalty: 5246.201172
	Iteration 32Q: 3 clusters Score -3592675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -3592680.500000 Penalty: 5246.201172
	Iteration 33Q: 3 clusters Score -3592680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -3592694.250000 Penalty: 5246.201172
	Iteration 34Q: 3 clusters Score -3592694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -3592696.750000 Penalty: 5246.201172
	Iteration 35Q: 3 clusters Score -3592697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -3592702.000000 Penalty: 5246.201172
	Iteration 36Q: 3 clusters Score -3592702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -3592699.000000 Penalty: 5246.201172
	Iteration 37Q: 3 clusters Score -3592699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -3592699.000000 Penalty: 5246.201172
	Iteration 38Q: 3 clusters Score -3592699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -3592702.750000 Penalty: 5246.201172
	Iteration 39Q: 3 clusters Score -3592703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -3592709.250000 Penalty: 5246.201172
	Iteration 40F: 3 clusters Score -3592709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -3592709.500000 Penalty: 5246.201172
	Iteration 41Q: 3 clusters Score -3592710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -3592711.750000 Penalty: 5246.201172
	Iteration 42Q: 3 clusters Score -3592712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -3592708.000000 Penalty: 5246.201172
	Iteration 43Q: 3 clusters Score -3592708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -3592711.500000 Penalty: 5246.201172
	Iteration 44Q: 3 clusters Score -3592712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -3592712.250000 Penalty: 5246.201172
	Iteration 45Q: 3 clusters Score -3592712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -3592716.000000 Penalty: 5246.201172
	Iteration 46Q: 3 clusters Score -3592716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -3592714.750000 Penalty: 5246.201172
	Iteration 47Q: 3 clusters Score -3592715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -3592719.750000 Penalty: 5246.201172
	Iteration 48Q: 3 clusters Score -3592720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -3592717.750000 Penalty: 5246.201172
	Iteration 49Q: 3 clusters Score -3592718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -3592725.250000 Penalty: 5246.201172
	Iteration 50Q: 3 clusters Score -3592725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -3592723.500000 Penalty: 5246.201172
	Iteration 51Q: 3 clusters Score -3592724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -3592724.250000 Penalty: 5246.201172
	Iteration 52Q: 3 clusters Score -3592724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -3592731.000000 Penalty: 5246.201172
	Iteration 53Q: 3 clusters Score -3592731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -3592730.500000 Penalty: 5246.201172
	Iteration 54Q: 3 clusters Score -3592730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -3592726.000000 Penalty: 5246.201172
	Iteration 55Q: 3 clusters Score -3592726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -3592732.500000 Penalty: 5246.201172
	Iteration 56Q: 3 clusters Score -3592732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -3592732.250000 Penalty: 5246.201172
	Iteration 57Q: 3 clusters Score -3592732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -3592737.500000 Penalty: 5246.201172
	Iteration 58Q: 3 clusters Score -3592738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -3592734.250000 Penalty: 5246.201172
	Iteration 59Q: 3 clusters Score -3592734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -3592729.750000 Penalty: 5246.201172
	Iteration 60F: 3 clusters Score -3592730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -3592735.000000 Penalty: 5246.201172
	Iteration 61Q: 3 clusters Score -3592735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -3592738.750000 Penalty: 5246.201172
	Iteration 62Q: 3 clusters Score -3592739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -3592736.500000 Penalty: 5246.201172
	Iteration 63Q: 3 clusters Score -3592736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -3592744.500000 Penalty: 5246.201172
	Iteration 64Q: 3 clusters Score -3592744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -3592746.000000 Penalty: 5246.201172
	Iteration 65Q: 3 clusters Score -3592746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -3592746.750000 Penalty: 5246.201172
	Iteration 66Q: 3 clusters Score -3592747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -3592745.500000 Penalty: 5246.201172
	Iteration 67Q: 3 clusters Score -3592746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -3592746.250000 Penalty: 5246.201172
	Iteration 68Q: 3 clusters Score -3592746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -3592750.250000 Penalty: 5246.201172
	Iteration 69Q: 3 clusters Score -3592750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -3592751.750000 Penalty: 5246.201172
	Iteration 70Q: 3 clusters Score -3592752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -3592753.250000 Penalty: 5246.201172
	Iteration 71Q: 3 clusters Score -3592753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -3592754.250000 Penalty: 5246.201172
	Iteration 72Q: 3 clusters Score -3592754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -3592756.000000 Penalty: 5246.201172
	Iteration 73Q: 3 clusters Score -3592756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -3592756.750000 Penalty: 5246.201172
	Iteration 74Q: 3 clusters Score -3592757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -3592757.500000 Penalty: 5246.201172
	Iteration 75Q: 3 clusters Score -3592758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -3592753.750000 Penalty: 5246.201172
	Iteration 76Q: 3 clusters Score -3592754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -3592754.000000 Penalty: 5246.201172
	Iteration 77Q: 3 clusters Score -3592754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -3592751.250000 Penalty: 5246.201172
	Iteration 78Q: 3 clusters Score -3592751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -3592753.000000 Penalty: 5246.201172
	Iteration 79Q: 3 clusters Score -3592753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -3592753.500000 Penalty: 5246.201172
	Iteration 80F: 3 clusters Score -3592754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -3592758.750000 Penalty: 5246.201172
	Iteration 81Q: 3 clusters Score -3592759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -3592765.750000 Penalty: 5246.201172
	Iteration 82Q: 3 clusters Score -3592766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -3592760.750000 Penalty: 5246.201172
	Iteration 83Q: 3 clusters Score -3592761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -3592762.750000 Penalty: 5246.201172
	Iteration 84Q: 3 clusters Score -3592763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -3592767.750000 Penalty: 5246.201172
	Iteration 85Q: 3 clusters Score -3592768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -3592767.500000 Penalty: 5246.201172
	Iteration 86Q: 3 clusters Score -3592768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -3592773.500000 Penalty: 5246.201172
	Iteration 87Q: 3 clusters Score -3592774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -3592779.250000 Penalty: 5246.201172
	Iteration 88Q: 3 clusters Score -3592779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -3592778.000000 Penalty: 5246.201172
	Iteration 89Q: 3 clusters Score -3592778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -3592778.250000 Penalty: 5246.201172
	Iteration 90Q: 3 clusters Score -3592778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -3592777.000000 Penalty: 5246.201172
	Iteration 91Q: 3 clusters Score -3592777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -3592778.250000 Penalty: 5246.201172
	Iteration 92Q: 3 clusters Score -3592778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -3592778.250000 Penalty: 5246.201172
	Iteration 93F: 3 clusters Score -3592778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (228083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228083 members 
Entering Unmasked Estep 
Score: -22962184.000000 Penalty: 3059.691406
	Iteration 0F: 2 clusters Score -2.296218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114053 members 
Mstep: Class 2 contains 114030 members 
Entering Unmasked Estep 
Score: -22812366.000000 Penalty: 6119.382812
	Iteration 0F: 3 clusters Score -2.281237e+07 nChanged 109894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112095 members 
Mstep: Class 2 contains 115988 members 
Entering Unmasked Estep 
Score: -22877400.000000 Penalty: 6119.382812
	Iteration 1F: 3 clusters Score -2.28774e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111231 members 
Mstep: Class 2 contains 116852 members 
Entering Unmasked Estep 
Score: -22878388.000000 Penalty: 6119.382812
	Iteration 2Q: 3 clusters Score -2.287839e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109929 members 
Mstep: Class 2 contains 118154 members 
Entering Unmasked Estep 
Score: -22879716.000000 Penalty: 6119.382812
	Iteration 3Q: 3 clusters Score -2.287972e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107950 members 
Mstep: Class 2 contains 120133 members 
Entering Unmasked Estep 
Score: -22881180.000000 Penalty: 6119.382812
	Iteration 4Q: 3 clusters Score -2.288118e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105004 members 
Mstep: Class 2 contains 123079 members 
Entering Unmasked Estep 
Score: -22882898.000000 Penalty: 6119.382812
	Iteration 5Q: 3 clusters Score -2.28829e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100718 members 
Mstep: Class 2 contains 127365 members 
Entering Unmasked Estep 
Score: -22885396.000000 Penalty: 6119.382812
	Iteration 6Q: 3 clusters Score -2.28854e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94938 members 
Mstep: Class 2 contains 133145 members 
Entering Unmasked Estep 
Score: -22888322.000000 Penalty: 6119.382812
	Iteration 7Q: 3 clusters Score -2.288832e+07 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87047 members 
Mstep: Class 2 contains 141036 members 
Entering Unmasked Estep 
Score: -22892544.000000 Penalty: 6119.382812
	Iteration 8Q: 3 clusters Score -2.289254e+07 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 151448 members 
Entering Unmasked Estep 
Score: -22898256.000000 Penalty: 6119.382812
	Iteration 9F: 3 clusters Score -2.289826e+07 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 164654 members 
Entering Unmasked Estep 
Score: -22906484.000000 Penalty: 6119.382812
	Iteration 10F: 3 clusters Score -2.290648e+07 nChanged 15734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 180272 members 
Entering Unmasked Estep 
Score: -22917684.000000 Penalty: 6119.382812
	Iteration 11F: 3 clusters Score -2.291768e+07 nChanged 16421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 196685 members 
Entering Unmasked Estep 
Score: -22931334.000000 Penalty: 6119.382812
	Iteration 12F: 3 clusters Score -2.293133e+07 nChanged 14083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 210768 members 
Entering Unmasked Estep 
Score: -22943768.000000 Penalty: 6119.382812
	Iteration 13F: 3 clusters Score -2.294377e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 220104 members 
Entering Unmasked Estep 
Score: -22952386.000000 Penalty: 6119.382812
	Iteration 14Q: 3 clusters Score -2.295239e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 224801 members 
Entering Unmasked Estep 
Score: -22956490.000000 Penalty: 6119.382812
	Iteration 15Q: 3 clusters Score -2.295649e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 226744 members 
Entering Unmasked Estep 
Score: -22958326.000000 Penalty: 6119.382812
	Iteration 16Q: 3 clusters Score -2.295833e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 227413 members 
Entering Unmasked Estep 
Score: -22959010.000000 Penalty: 6119.382812
	Iteration 17Q: 3 clusters Score -2.295901e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 227611 members 
Entering Unmasked Estep 
Score: -22959240.000000 Penalty: 6119.382812
	Iteration 18Q: 3 clusters Score -2.295924e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 227687 members 
Entering Unmasked Estep 
Score: -22959332.000000 Penalty: 6119.382812
	Iteration 19Q: 3 clusters Score -2.295933e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 227717 members 
Entering Unmasked Estep 
Score: -22959396.000000 Penalty: 6119.382812
	Iteration 20F: 3 clusters Score -2.29594e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 227739 members 
Entering Unmasked Estep 
Score: -22959424.000000 Penalty: 6119.382812
	Iteration 21Q: 3 clusters Score -2.295942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 227752 members 
Entering Unmasked Estep 
Score: -22959460.000000 Penalty: 6119.382812
	Iteration 22Q: 3 clusters Score -2.295946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 227767 members 
Entering Unmasked Estep 
Score: -22959474.000000 Penalty: 6119.382812
	Iteration 23Q: 3 clusters Score -2.295947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 227771 members 
Entering Unmasked Estep 
Score: -22959488.000000 Penalty: 6119.382812
	Iteration 24Q: 3 clusters Score -2.295949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 227766 members 
Entering Unmasked Estep 
Score: -22959504.000000 Penalty: 6119.382812
	Iteration 25Q: 3 clusters Score -2.29595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 227770 members 
Entering Unmasked Estep 
Score: -22959500.000000 Penalty: 6119.382812
	Iteration 26Q: 3 clusters Score -2.29595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 227771 members 
Entering Unmasked Estep 
Score: -22959512.000000 Penalty: 6119.382812
	Iteration 27Q: 3 clusters Score -2.295951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 227772 members 
Entering Unmasked Estep 
Score: -22959512.000000 Penalty: 6119.382812
	Iteration 28Q: 3 clusters Score -2.295951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 227773 members 
Entering Unmasked Estep 
Score: -22959526.000000 Penalty: 6119.382812
	Iteration 29Q: 3 clusters Score -2.295953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 227777 members 
Entering Unmasked Estep 
Score: -22959530.000000 Penalty: 6119.382812
	Iteration 30Q: 3 clusters Score -2.295953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 227780 members 
Entering Unmasked Estep 
Score: -22959530.000000 Penalty: 6119.382812
	Iteration 31Q: 3 clusters Score -2.295953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 227780 members 
Entering Unmasked Estep 
Score: -22959530.000000 Penalty: 6119.382812
	Iteration 32F: 3 clusters Score -2.295953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Entering Unmasked Estep 
Score: -1620217.750000 Penalty: 2411.166504
	Iteration 0F: 2 clusters Score -1620218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1608398.750000 Penalty: 4822.333008
	Iteration 0F: 3 clusters Score -1608399 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1612412.375000 Penalty: 4822.333008
	Iteration 1F: 3 clusters Score -1612412 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1613003.625000 Penalty: 4822.333008
	Iteration 2F: 3 clusters Score -1613004 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1613667.125000 Penalty: 4822.333008
	Iteration 3F: 3 clusters Score -1613667 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1614444.750000 Penalty: 4822.333008
	Iteration 4F: 3 clusters Score -1614445 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1615296.625000 Penalty: 4822.333008
	Iteration 5F: 3 clusters Score -1615297 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1616136.500000 Penalty: 4822.333008
	Iteration 6F: 3 clusters Score -1616136 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1616797.250000 Penalty: 4822.333008
	Iteration 7F: 3 clusters Score -1616797 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1617304.250000 Penalty: 4822.333008
	Iteration 8Q: 3 clusters Score -1617304 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1617672.375000 Penalty: 4822.333008
	Iteration 9Q: 3 clusters Score -1617672 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1617933.500000 Penalty: 4822.333008
	Iteration 10Q: 3 clusters Score -1617934 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1618135.125000 Penalty: 4822.333008
	Iteration 11Q: 3 clusters Score -1618135 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1618278.500000 Penalty: 4822.333008
	Iteration 12Q: 3 clusters Score -1618278 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1618360.250000 Penalty: 4822.333008
	Iteration 13Q: 3 clusters Score -1618360 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1618412.875000 Penalty: 4822.333008
	Iteration 14Q: 3 clusters Score -1618413 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1618458.625000 Penalty: 4822.333008
	Iteration 15Q: 3 clusters Score -1618459 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1618479.500000 Penalty: 4822.333008
	Iteration 16Q: 3 clusters Score -1618480 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1618504.625000 Penalty: 4822.333008
	Iteration 17Q: 3 clusters Score -1618505 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1618514.250000 Penalty: 4822.333008
	Iteration 18Q: 3 clusters Score -1618514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1618522.125000 Penalty: 4822.333008
	Iteration 19Q: 3 clusters Score -1618522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1618531.625000 Penalty: 4822.333008
	Iteration 20F: 3 clusters Score -1618532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1618535.625000 Penalty: 4822.333008
	Iteration 21Q: 3 clusters Score -1618536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1618542.000000 Penalty: 4822.333008
	Iteration 22Q: 3 clusters Score -1618542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1618542.625000 Penalty: 4822.333008
	Iteration 23Q: 3 clusters Score -1618543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1618548.375000 Penalty: 4822.333008
	Iteration 24Q: 3 clusters Score -1618548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1618551.125000 Penalty: 4822.333008
	Iteration 25Q: 3 clusters Score -1618551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1618555.625000 Penalty: 4822.333008
	Iteration 26Q: 3 clusters Score -1618556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1618555.875000 Penalty: 4822.333008
	Iteration 27Q: 3 clusters Score -1618556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1618559.625000 Penalty: 4822.333008
	Iteration 28Q: 3 clusters Score -1618560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1618556.625000 Penalty: 4822.333008
	Iteration 29Q: 3 clusters Score -1618557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1618556.125000 Penalty: 4822.333008
	Iteration 30Q: 3 clusters Score -1618556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1618556.375000 Penalty: 4822.333008
	Iteration 31Q: 3 clusters Score -1618556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1618554.125000 Penalty: 4822.333008
	Iteration 32Q: 3 clusters Score -1618554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1618557.625000 Penalty: 4822.333008
	Iteration 33Q: 3 clusters Score -1618558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1618559.750000 Penalty: 4822.333008
	Iteration 34Q: 3 clusters Score -1618560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1618560.500000 Penalty: 4822.333008
	Iteration 35Q: 3 clusters Score -1618560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1618557.250000 Penalty: 4822.333008
	Iteration 36Q: 3 clusters Score -1618557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1618558.375000 Penalty: 4822.333008
	Iteration 37Q: 3 clusters Score -1618558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1618560.000000 Penalty: 4822.333008
	Iteration 38Q: 3 clusters Score -1618560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1618560.000000 Penalty: 4822.333008
	Iteration 39F: 3 clusters Score -1618560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Entering Unmasked Estep 
Score: -3095387.250000 Penalty: 2570.563477
	Iteration 0F: 2 clusters Score -3095387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3073828.750000 Penalty: 5141.126953
	Iteration 0F: 3 clusters Score -3073829 nChanged 14322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3081531.000000 Penalty: 5141.126953
	Iteration 1F: 3 clusters Score -3081531 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -3082121.750000 Penalty: 5141.126953
	Iteration 2Q: 3 clusters Score -3082122 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -3082750.500000 Penalty: 5141.126953
	Iteration 3Q: 3 clusters Score -3082750 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3083529.000000 Penalty: 5141.126953
	Iteration 4F: 3 clusters Score -3083529 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -3084564.250000 Penalty: 5141.126953
	Iteration 5F: 3 clusters Score -3084564 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3085901.750000 Penalty: 5141.126953
	Iteration 6F: 3 clusters Score -3085902 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -3087560.500000 Penalty: 5141.126953
	Iteration 7F: 3 clusters Score -3087560 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3089376.500000 Penalty: 5141.126953
	Iteration 8F: 3 clusters Score -3089376 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3090967.000000 Penalty: 5141.126953
	Iteration 9F: 3 clusters Score -3090967 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3091851.500000 Penalty: 5141.126953
	Iteration 10Q: 3 clusters Score -3091852 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3092366.750000 Penalty: 5141.126953
	Iteration 11Q: 3 clusters Score -3092367 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3092620.750000 Penalty: 5141.126953
	Iteration 12Q: 3 clusters Score -3092621 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3092821.250000 Penalty: 5141.126953
	Iteration 13Q: 3 clusters Score -3092821 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3092945.500000 Penalty: 5141.126953
	Iteration 14Q: 3 clusters Score -3092946 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3093093.750000 Penalty: 5141.126953
	Iteration 15Q: 3 clusters Score -3093094 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3093210.000000 Penalty: 5141.126953
	Iteration 16Q: 3 clusters Score -3093210 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3093363.250000 Penalty: 5141.126953
	Iteration 17Q: 3 clusters Score -3093363 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -3093542.750000 Penalty: 5141.126953
	Iteration 18Q: 3 clusters Score -3093543 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3093720.500000 Penalty: 5141.126953
	Iteration 19Q: 3 clusters Score -3093720 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3093934.500000 Penalty: 5141.126953
	Iteration 20F: 3 clusters Score -3093934 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -3094186.000000 Penalty: 5141.126953
	Iteration 21Q: 3 clusters Score -3094186 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3094462.750000 Penalty: 5141.126953
	Iteration 22Q: 3 clusters Score -3094463 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3094664.250000 Penalty: 5141.126953
	Iteration 23Q: 3 clusters Score -3094664 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3094836.000000 Penalty: 5141.126953
	Iteration 24Q: 3 clusters Score -3094836 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3094939.750000 Penalty: 5141.126953
	Iteration 25Q: 3 clusters Score -3094940 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3094996.500000 Penalty: 5141.126953
	Iteration 26Q: 3 clusters Score -3094996 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3095029.750000 Penalty: 5141.126953
	Iteration 27Q: 3 clusters Score -3095030 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3095049.750000 Penalty: 5141.126953
	Iteration 28Q: 3 clusters Score -3095050 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3095076.500000 Penalty: 5141.126953
	Iteration 29Q: 3 clusters Score -3095076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3095067.500000 Penalty: 5141.126953
	Iteration 30Q: 3 clusters Score -3095068 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3095097.000000 Penalty: 5141.126953
	Iteration 31Q: 3 clusters Score -3095097 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -3095102.750000 Penalty: 5141.126953
	Iteration 32Q: 3 clusters Score -3095103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -3095116.500000 Penalty: 5141.126953
	Iteration 33Q: 3 clusters Score -3095116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3095117.250000 Penalty: 5141.126953
	Iteration 34Q: 3 clusters Score -3095117 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -3095124.250000 Penalty: 5141.126953
	Iteration 35Q: 3 clusters Score -3095124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -3095126.750000 Penalty: 5141.126953
	Iteration 36Q: 3 clusters Score -3095127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -3095135.000000 Penalty: 5141.126953
	Iteration 37Q: 3 clusters Score -3095135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -3095129.250000 Penalty: 5141.126953
	Iteration 38Q: 3 clusters Score -3095129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3095136.000000 Penalty: 5141.126953
	Iteration 39Q: 3 clusters Score -3095136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3095128.250000 Penalty: 5141.126953
	Iteration 40F: 3 clusters Score -3095128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3095133.250000 Penalty: 5141.126953
	Iteration 41Q: 3 clusters Score -3095133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3095143.750000 Penalty: 5141.126953
	Iteration 42Q: 3 clusters Score -3095144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3095148.000000 Penalty: 5141.126953
	Iteration 43Q: 3 clusters Score -3095148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3095149.750000 Penalty: 5141.126953
	Iteration 44Q: 3 clusters Score -3095150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3095145.500000 Penalty: 5141.126953
	Iteration 45Q: 3 clusters Score -3095146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3095147.500000 Penalty: 5141.126953
	Iteration 46Q: 3 clusters Score -3095148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -3095147.250000 Penalty: 5141.126953
	Iteration 47Q: 3 clusters Score -3095147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3095154.500000 Penalty: 5141.126953
	Iteration 48Q: 3 clusters Score -3095154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3095150.250000 Penalty: 5141.126953
	Iteration 49Q: 3 clusters Score -3095150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3095149.250000 Penalty: 5141.126953
	Iteration 50Q: 3 clusters Score -3095149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -3095148.000000 Penalty: 5141.126953
	Iteration 51Q: 3 clusters Score -3095148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3095145.750000 Penalty: 5141.126953
	Iteration 52Q: 3 clusters Score -3095146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -3095159.750000 Penalty: 5141.126953
	Iteration 53Q: 3 clusters Score -3095160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3095157.000000 Penalty: 5141.126953
	Iteration 54Q: 3 clusters Score -3095157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3095163.250000 Penalty: 5141.126953
	Iteration 55Q: 3 clusters Score -3095163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -3095175.000000 Penalty: 5141.126953
	Iteration 56Q: 3 clusters Score -3095175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -3095174.750000 Penalty: 5141.126953
	Iteration 57Q: 3 clusters Score -3095175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3095181.000000 Penalty: 5141.126953
	Iteration 58Q: 3 clusters Score -3095181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3095189.750000 Penalty: 5141.126953
	Iteration 59Q: 3 clusters Score -3095190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -3095192.250000 Penalty: 5141.126953
	Iteration 60F: 3 clusters Score -3095192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -3095193.000000 Penalty: 5141.126953
	Iteration 61Q: 3 clusters Score -3095193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3095195.000000 Penalty: 5141.126953
	Iteration 62Q: 3 clusters Score -3095195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3095198.750000 Penalty: 5141.126953
	Iteration 63Q: 3 clusters Score -3095199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -3095199.750000 Penalty: 5141.126953
	Iteration 64Q: 3 clusters Score -3095200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3095200.750000 Penalty: 5141.126953
	Iteration 65Q: 3 clusters Score -3095201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3095199.750000 Penalty: 5141.126953
	Iteration 66Q: 3 clusters Score -3095200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3095216.000000 Penalty: 5141.126953
	Iteration 67Q: 3 clusters Score -3095216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -3095217.250000 Penalty: 5141.126953
	Iteration 68Q: 3 clusters Score -3095217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3095215.250000 Penalty: 5141.126953
	Iteration 69Q: 3 clusters Score -3095215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -3095211.750000 Penalty: 5141.126953
	Iteration 70Q: 3 clusters Score -3095212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3095229.500000 Penalty: 5141.126953
	Iteration 71Q: 3 clusters Score -3095230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -3095250.000000 Penalty: 5141.126953
	Iteration 72Q: 3 clusters Score -3095250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3095257.500000 Penalty: 5141.126953
	Iteration 73Q: 3 clusters Score -3095258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -3095258.500000 Penalty: 5141.126953
	Iteration 74Q: 3 clusters Score -3095258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3095278.250000 Penalty: 5141.126953
	Iteration 75Q: 3 clusters Score -3095278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3095290.500000 Penalty: 5141.126953
	Iteration 76Q: 3 clusters Score -3095290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3095303.750000 Penalty: 5141.126953
	Iteration 77Q: 3 clusters Score -3095304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3095308.000000 Penalty: 5141.126953
	Iteration 78Q: 3 clusters Score -3095308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3095321.500000 Penalty: 5141.126953
	Iteration 79Q: 3 clusters Score -3095322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -3095341.500000 Penalty: 5141.126953
	Iteration 80F: 3 clusters Score -3095342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -3095357.750000 Penalty: 5141.126953
	Iteration 81Q: 3 clusters Score -3095358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3095367.000000 Penalty: 5141.126953
	Iteration 82Q: 3 clusters Score -3095367 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3095382.000000 Penalty: 5141.126953
	Iteration 83Q: 3 clusters Score -3095382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -3095414.750000 Penalty: 5141.126953
	Iteration 84Q: 3 clusters Score -3095415 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3095427.750000 Penalty: 5141.126953
	Iteration 85Q: 3 clusters Score -3095428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -3095439.500000 Penalty: 5141.126953
	Iteration 86Q: 3 clusters Score -3095440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3095457.500000 Penalty: 5141.126953
	Iteration 87Q: 3 clusters Score -3095458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -3095466.500000 Penalty: 5141.126953
	Iteration 88Q: 3 clusters Score -3095466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3095477.500000 Penalty: 5141.126953
	Iteration 89Q: 3 clusters Score -3095478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -3095510.250000 Penalty: 5141.126953
	Iteration 90Q: 3 clusters Score -3095510 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3095544.500000 Penalty: 5141.126953
	Iteration 91Q: 3 clusters Score -3095544 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -3095580.500000 Penalty: 5141.126953
	Iteration 92Q: 3 clusters Score -3095580 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3095637.000000 Penalty: 5141.126953
	Iteration 93Q: 3 clusters Score -3095637 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3095689.250000 Penalty: 5141.126953
	Iteration 94Q: 3 clusters Score -3095689 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3095745.250000 Penalty: 5141.126953
	Iteration 95Q: 3 clusters Score -3095745 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -3095797.250000 Penalty: 5141.126953
	Iteration 96Q: 3 clusters Score -3095797 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -3095857.250000 Penalty: 5141.126953
	Iteration 97Q: 3 clusters Score -3095857 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3095915.250000 Penalty: 5141.126953
	Iteration 98Q: 3 clusters Score -3095915 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3095951.250000 Penalty: 5141.126953
	Iteration 99Q: 3 clusters Score -3095951 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -3095972.750000 Penalty: 5141.126953
	Iteration 100F: 3 clusters Score -3095973 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3095988.000000 Penalty: 5141.126953
	Iteration 101Q: 3 clusters Score -3095988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3095997.000000 Penalty: 5141.126953
	Iteration 102Q: 3 clusters Score -3095997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3095998.750000 Penalty: 5141.126953
	Iteration 103Q: 3 clusters Score -3095999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3095997.750000 Penalty: 5141.126953
	Iteration 104Q: 3 clusters Score -3095998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3095999.500000 Penalty: 5141.126953
	Iteration 105Q: 3 clusters Score -3096000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3095998.000000 Penalty: 5141.126953
	Iteration 106Q: 3 clusters Score -3095998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3095997.500000 Penalty: 5141.126953
	Iteration 107Q: 3 clusters Score -3095998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3096001.250000 Penalty: 5141.126953
	Iteration 108Q: 3 clusters Score -3096001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3096001.250000 Penalty: 5141.126953
	Iteration 109Q: 3 clusters Score -3096001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3096003.750000 Penalty: 5141.126953
	Iteration 110Q: 3 clusters Score -3096004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3096003.750000 Penalty: 5141.126953
	Iteration 111F: 3 clusters Score -3096004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287907 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85974 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16344 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97810 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44407 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25039 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198715 members 
Mstep: Class 23 contains 39223 members 
Mstep: Class 24 contains 228083 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 26491 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66711 members 
Mstep: Class 34 contains 5244 members 
Entering Unmasked Estep 
Score: -157157760.000000 Penalty: 120551.992188
Splitting cluster 26 changes total score from -157158752.000000 to -157157760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (22395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Entering Unmasked Estep 
Score: -2211612.250000 Penalty: 2484.114990
	Iteration 0F: 2 clusters Score -2211612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2196019.500000 Penalty: 4968.229980
	Iteration 0F: 3 clusters Score -2196020 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2201428.750000 Penalty: 4968.229980
	Iteration 1F: 3 clusters Score -2201429 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2201937.250000 Penalty: 4968.229980
	Iteration 2F: 3 clusters Score -2201937 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2202478.000000 Penalty: 4968.229980
	Iteration 3F: 3 clusters Score -2202478 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2203117.250000 Penalty: 4968.229980
	Iteration 4F: 3 clusters Score -2203117 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2203926.500000 Penalty: 4968.229980
	Iteration 5F: 3 clusters Score -2203926 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2204980.250000 Penalty: 4968.229980
	Iteration 6F: 3 clusters Score -2204980 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2206137.000000 Penalty: 4968.229980
	Iteration 7F: 3 clusters Score -2206137 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2207277.000000 Penalty: 4968.229980
	Iteration 8F: 3 clusters Score -2207277 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2208376.250000 Penalty: 4968.229980
	Iteration 9F: 3 clusters Score -2208376 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2209215.250000 Penalty: 4968.229980
	Iteration 10Q: 3 clusters Score -2209215 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2209748.500000 Penalty: 4968.229980
	Iteration 11Q: 3 clusters Score -2209748 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2210002.500000 Penalty: 4968.229980
	Iteration 12Q: 3 clusters Score -2210002 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2210119.500000 Penalty: 4968.229980
	Iteration 13Q: 3 clusters Score -2210120 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2210197.250000 Penalty: 4968.229980
	Iteration 14Q: 3 clusters Score -2210197 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2210247.250000 Penalty: 4968.229980
	Iteration 15Q: 3 clusters Score -2210247 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2210289.250000 Penalty: 4968.229980
	Iteration 16Q: 3 clusters Score -2210289 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2210313.250000 Penalty: 4968.229980
	Iteration 17Q: 3 clusters Score -2210313 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2210338.250000 Penalty: 4968.229980
	Iteration 18Q: 3 clusters Score -2210338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2210347.500000 Penalty: 4968.229980
	Iteration 19Q: 3 clusters Score -2210348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2210366.500000 Penalty: 4968.229980
	Iteration 20F: 3 clusters Score -2210366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2210384.250000 Penalty: 4968.229980
	Iteration 21Q: 3 clusters Score -2210384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2210398.000000 Penalty: 4968.229980
	Iteration 22Q: 3 clusters Score -2210398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2210401.500000 Penalty: 4968.229980
	Iteration 23Q: 3 clusters Score -2210402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2210407.000000 Penalty: 4968.229980
	Iteration 24Q: 3 clusters Score -2210407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2210411.750000 Penalty: 4968.229980
	Iteration 25Q: 3 clusters Score -2210412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2210409.000000 Penalty: 4968.229980
	Iteration 26Q: 3 clusters Score -2210409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2210410.750000 Penalty: 4968.229980
	Iteration 27Q: 3 clusters Score -2210411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2210414.750000 Penalty: 4968.229980
	Iteration 28Q: 3 clusters Score -2210415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2210415.000000 Penalty: 4968.229980
	Iteration 29Q: 3 clusters Score -2210415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2210417.000000 Penalty: 4968.229980
	Iteration 30Q: 3 clusters Score -2210417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2210421.000000 Penalty: 4968.229980
	Iteration 31Q: 3 clusters Score -2210421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2210423.250000 Penalty: 4968.229980
	Iteration 32Q: 3 clusters Score -2210423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2210427.500000 Penalty: 4968.229980
	Iteration 33Q: 3 clusters Score -2210428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2210429.250000 Penalty: 4968.229980
	Iteration 34Q: 3 clusters Score -2210429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2210429.000000 Penalty: 4968.229980
	Iteration 35Q: 3 clusters Score -2210429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2210429.500000 Penalty: 4968.229980
	Iteration 36Q: 3 clusters Score -2210430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2210430.000000 Penalty: 4968.229980
	Iteration 37Q: 3 clusters Score -2210430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2210433.750000 Penalty: 4968.229980
	Iteration 38Q: 3 clusters Score -2210434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2210432.000000 Penalty: 4968.229980
	Iteration 39Q: 3 clusters Score -2210432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2210434.000000 Penalty: 4968.229980
	Iteration 40F: 3 clusters Score -2210434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2210434.500000 Penalty: 4968.229980
	Iteration 41Q: 3 clusters Score -2210434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2210434.500000 Penalty: 4968.229980
	Iteration 42Q: 3 clusters Score -2210434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2210434.250000 Penalty: 4968.229980
	Iteration 43Q: 3 clusters Score -2210434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2210437.500000 Penalty: 4968.229980
	Iteration 44Q: 3 clusters Score -2210438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2210437.500000 Penalty: 4968.229980
	Iteration 45F: 3 clusters Score -2210438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Entering Unmasked Estep 
Score: -787980.187500 Penalty: 2225.862305
	Iteration 0F: 2 clusters Score -787980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -781652.375000 Penalty: 4451.724609
	Iteration 0F: 3 clusters Score -781652.4 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -783377.187500 Penalty: 4451.724609
	Iteration 1F: 3 clusters Score -783377.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -783699.687500 Penalty: 4451.724609
	Iteration 2F: 3 clusters Score -783699.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -783947.937500 Penalty: 4451.724609
	Iteration 3F: 3 clusters Score -783947.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -784160.500000 Penalty: 4451.724609
	Iteration 4Q: 3 clusters Score -784160.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -784353.125000 Penalty: 4451.724609
	Iteration 5Q: 3 clusters Score -784353.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -784550.562500 Penalty: 4451.724609
	Iteration 6Q: 3 clusters Score -784550.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -784746.062500 Penalty: 4451.724609
	Iteration 7Q: 3 clusters Score -784746.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -784930.187500 Penalty: 4451.724609
	Iteration 8Q: 3 clusters Score -784930.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -785112.437500 Penalty: 4451.724609
	Iteration 9Q: 3 clusters Score -785112.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -785270.937500 Penalty: 4451.724609
	Iteration 10Q: 3 clusters Score -785270.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -785409.687500 Penalty: 4451.724609
	Iteration 11Q: 3 clusters Score -785409.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -785525.125000 Penalty: 4451.724609
	Iteration 12Q: 3 clusters Score -785525.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -785609.437500 Penalty: 4451.724609
	Iteration 13Q: 3 clusters Score -785609.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -785684.187500 Penalty: 4451.724609
	Iteration 14Q: 3 clusters Score -785684.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -785755.437500 Penalty: 4451.724609
	Iteration 15Q: 3 clusters Score -785755.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -785812.937500 Penalty: 4451.724609
	Iteration 16Q: 3 clusters Score -785812.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -785865.312500 Penalty: 4451.724609
	Iteration 17Q: 3 clusters Score -785865.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -785898.125000 Penalty: 4451.724609
	Iteration 18Q: 3 clusters Score -785898.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -785931.125000 Penalty: 4451.724609
	Iteration 19Q: 3 clusters Score -785931.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -785962.812500 Penalty: 4451.724609
	Iteration 20F: 3 clusters Score -785962.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -785987.000000 Penalty: 4451.724609
	Iteration 21Q: 3 clusters Score -785987 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -786008.812500 Penalty: 4451.724609
	Iteration 22Q: 3 clusters Score -786008.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -786034.312500 Penalty: 4451.724609
	Iteration 23Q: 3 clusters Score -786034.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -786053.312500 Penalty: 4451.724609
	Iteration 24Q: 3 clusters Score -786053.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -786068.000000 Penalty: 4451.724609
	Iteration 25Q: 3 clusters Score -786068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -786081.000000 Penalty: 4451.724609
	Iteration 26Q: 3 clusters Score -786081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -786091.375000 Penalty: 4451.724609
	Iteration 27Q: 3 clusters Score -786091.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -786105.125000 Penalty: 4451.724609
	Iteration 28Q: 3 clusters Score -786105.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -786110.125000 Penalty: 4451.724609
	Iteration 29Q: 3 clusters Score -786110.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -786117.125000 Penalty: 4451.724609
	Iteration 30Q: 3 clusters Score -786117.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -786123.187500 Penalty: 4451.724609
	Iteration 31Q: 3 clusters Score -786123.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -786132.750000 Penalty: 4451.724609
	Iteration 32Q: 3 clusters Score -786132.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -786137.000000 Penalty: 4451.724609
	Iteration 33Q: 3 clusters Score -786137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -786144.937500 Penalty: 4451.724609
	Iteration 34Q: 3 clusters Score -786144.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -786149.187500 Penalty: 4451.724609
	Iteration 35Q: 3 clusters Score -786149.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -786156.437500 Penalty: 4451.724609
	Iteration 36Q: 3 clusters Score -786156.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -786159.937500 Penalty: 4451.724609
	Iteration 37Q: 3 clusters Score -786159.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -786166.875000 Penalty: 4451.724609
	Iteration 38Q: 3 clusters Score -786166.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -786175.312500 Penalty: 4451.724609
	Iteration 39Q: 3 clusters Score -786175.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -786177.375000 Penalty: 4451.724609
	Iteration 40F: 3 clusters Score -786177.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -786178.687500 Penalty: 4451.724609
	Iteration 41Q: 3 clusters Score -786178.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -786183.625000 Penalty: 4451.724609
	Iteration 42Q: 3 clusters Score -786183.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -786187.000000 Penalty: 4451.724609
	Iteration 43Q: 3 clusters Score -786187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -786189.500000 Penalty: 4451.724609
	Iteration 44Q: 3 clusters Score -786189.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -786188.500000 Penalty: 4451.724609
	Iteration 45Q: 3 clusters Score -786188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -786189.812500 Penalty: 4451.724609
	Iteration 46Q: 3 clusters Score -786189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -786192.187500 Penalty: 4451.724609
	Iteration 47Q: 3 clusters Score -786192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -786191.562500 Penalty: 4451.724609
	Iteration 48Q: 3 clusters Score -786191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -786192.250000 Penalty: 4451.724609
	Iteration 49Q: 3 clusters Score -786192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -786193.000000 Penalty: 4451.724609
	Iteration 50Q: 3 clusters Score -786193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -786192.250000 Penalty: 4451.724609
	Iteration 51Q: 3 clusters Score -786192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -786192.250000 Penalty: 4451.724609
	Iteration 52F: 3 clusters Score -786192.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Entering Unmasked Estep 
Score: -475974.625000 Penalty: 2140.723389
	Iteration 0F: 2 clusters Score -475974.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -471071.437500 Penalty: 4281.446777
	Iteration 0F: 3 clusters Score -471071.4 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -472525.875000 Penalty: 4281.446777
	Iteration 1F: 3 clusters Score -472525.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -473053.562500 Penalty: 4281.446777
	Iteration 2F: 3 clusters Score -473053.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -473561.593750 Penalty: 4281.446777
	Iteration 3F: 3 clusters Score -473561.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -474012.343750 Penalty: 4281.446777
	Iteration 4F: 3 clusters Score -474012.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -474362.625000 Penalty: 4281.446777
	Iteration 5F: 3 clusters Score -474362.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -474618.500000 Penalty: 4281.446777
	Iteration 6F: 3 clusters Score -474618.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -474808.437500 Penalty: 4281.446777
	Iteration 7Q: 3 clusters Score -474808.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -474970.312500 Penalty: 4281.446777
	Iteration 8Q: 3 clusters Score -474970.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -475074.906250 Penalty: 4281.446777
	Iteration 9Q: 3 clusters Score -475074.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -475176.656250 Penalty: 4281.446777
	Iteration 10Q: 3 clusters Score -475176.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -475271.968750 Penalty: 4281.446777
	Iteration 11Q: 3 clusters Score -475272 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -475348.312500 Penalty: 4281.446777
	Iteration 12Q: 3 clusters Score -475348.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -475398.062500 Penalty: 4281.446777
	Iteration 13Q: 3 clusters Score -475398.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -475433.562500 Penalty: 4281.446777
	Iteration 14Q: 3 clusters Score -475433.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -475469.218750 Penalty: 4281.446777
	Iteration 15Q: 3 clusters Score -475469.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -475511.125000 Penalty: 4281.446777
	Iteration 16Q: 3 clusters Score -475511.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -475553.531250 Penalty: 4281.446777
	Iteration 17Q: 3 clusters Score -475553.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -475593.281250 Penalty: 4281.446777
	Iteration 18Q: 3 clusters Score -475593.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -475635.531250 Penalty: 4281.446777
	Iteration 19Q: 3 clusters Score -475635.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -475678.750000 Penalty: 4281.446777
	Iteration 20F: 3 clusters Score -475678.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -475723.062500 Penalty: 4281.446777
	Iteration 21Q: 3 clusters Score -475723.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -475765.468750 Penalty: 4281.446777
	Iteration 22Q: 3 clusters Score -475765.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -475785.593750 Penalty: 4281.446777
	Iteration 23Q: 3 clusters Score -475785.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -475800.437500 Penalty: 4281.446777
	Iteration 24Q: 3 clusters Score -475800.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -475817.187500 Penalty: 4281.446777
	Iteration 25Q: 3 clusters Score -475817.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -475825.156250 Penalty: 4281.446777
	Iteration 26Q: 3 clusters Score -475825.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -475830.000000 Penalty: 4281.446777
	Iteration 27Q: 3 clusters Score -475830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -475835.000000 Penalty: 4281.446777
	Iteration 28Q: 3 clusters Score -475835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -475838.843750 Penalty: 4281.446777
	Iteration 29Q: 3 clusters Score -475838.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -475842.500000 Penalty: 4281.446777
	Iteration 30Q: 3 clusters Score -475842.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -475843.718750 Penalty: 4281.446777
	Iteration 31Q: 3 clusters Score -475843.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -475846.218750 Penalty: 4281.446777
	Iteration 32Q: 3 clusters Score -475846.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -475846.312500 Penalty: 4281.446777
	Iteration 33Q: 3 clusters Score -475846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -475847.031250 Penalty: 4281.446777
	Iteration 34Q: 3 clusters Score -475847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -475847.500000 Penalty: 4281.446777
	Iteration 35Q: 3 clusters Score -475847.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -475849.125000 Penalty: 4281.446777
	Iteration 36Q: 3 clusters Score -475849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -475849.218750 Penalty: 4281.446777
	Iteration 37Q: 3 clusters Score -475849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -475849.843750 Penalty: 4281.446777
	Iteration 38Q: 3 clusters Score -475849.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -475851.562500 Penalty: 4281.446777
	Iteration 39Q: 3 clusters Score -475851.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -475852.593750 Penalty: 4281.446777
	Iteration 40F: 3 clusters Score -475852.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -475853.812500 Penalty: 4281.446777
	Iteration 41Q: 3 clusters Score -475853.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -475855.218750 Penalty: 4281.446777
	Iteration 42Q: 3 clusters Score -475855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -475857.156250 Penalty: 4281.446777
	Iteration 43Q: 3 clusters Score -475857.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -475858.375000 Penalty: 4281.446777
	Iteration 44Q: 3 clusters Score -475858.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -475860.625000 Penalty: 4281.446777
	Iteration 45Q: 3 clusters Score -475860.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -475862.312500 Penalty: 4281.446777
	Iteration 46Q: 3 clusters Score -475862.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -475863.031250 Penalty: 4281.446777
	Iteration 47Q: 3 clusters Score -475863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -475863.031250 Penalty: 4281.446777
	Iteration 48F: 3 clusters Score -475863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Entering Unmasked Estep 
Score: -708517.312500 Penalty: 2205.741943
	Iteration 0F: 2 clusters Score -708517.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -702581.250000 Penalty: 4411.483887
	Iteration 0F: 3 clusters Score -702581.2 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -704129.187500 Penalty: 4411.483887
	Iteration 1F: 3 clusters Score -704129.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -704421.875000 Penalty: 4411.483887
	Iteration 2F: 3 clusters Score -704421.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -704637.625000 Penalty: 4411.483887
	Iteration 3F: 3 clusters Score -704637.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -704782.812500 Penalty: 4411.483887
	Iteration 4Q: 3 clusters Score -704782.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -704927.500000 Penalty: 4411.483887
	Iteration 5Q: 3 clusters Score -704927.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -705080.437500 Penalty: 4411.483887
	Iteration 6Q: 3 clusters Score -705080.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -705251.875000 Penalty: 4411.483887
	Iteration 7Q: 3 clusters Score -705251.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -705423.437500 Penalty: 4411.483887
	Iteration 8Q: 3 clusters Score -705423.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -705598.125000 Penalty: 4411.483887
	Iteration 9Q: 3 clusters Score -705598.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -705763.937500 Penalty: 4411.483887
	Iteration 10Q: 3 clusters Score -705763.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -705902.125000 Penalty: 4411.483887
	Iteration 11Q: 3 clusters Score -705902.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -706008.375000 Penalty: 4411.483887
	Iteration 12Q: 3 clusters Score -706008.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -706098.312500 Penalty: 4411.483887
	Iteration 13Q: 3 clusters Score -706098.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -706192.437500 Penalty: 4411.483887
	Iteration 14Q: 3 clusters Score -706192.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -706291.437500 Penalty: 4411.483887
	Iteration 15Q: 3 clusters Score -706291.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -706375.562500 Penalty: 4411.483887
	Iteration 16Q: 3 clusters Score -706375.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -706454.187500 Penalty: 4411.483887
	Iteration 17Q: 3 clusters Score -706454.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -706517.750000 Penalty: 4411.483887
	Iteration 18Q: 3 clusters Score -706517.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -706584.187500 Penalty: 4411.483887
	Iteration 19Q: 3 clusters Score -706584.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -706650.187500 Penalty: 4411.483887
	Iteration 20F: 3 clusters Score -706650.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -706745.500000 Penalty: 4411.483887
	Iteration 21Q: 3 clusters Score -706745.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -706839.437500 Penalty: 4411.483887
	Iteration 22Q: 3 clusters Score -706839.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -706919.125000 Penalty: 4411.483887
	Iteration 23Q: 3 clusters Score -706919.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -706982.812500 Penalty: 4411.483887
	Iteration 24Q: 3 clusters Score -706982.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -707019.812500 Penalty: 4411.483887
	Iteration 25Q: 3 clusters Score -707019.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -707038.812500 Penalty: 4411.483887
	Iteration 26Q: 3 clusters Score -707038.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -707050.062500 Penalty: 4411.483887
	Iteration 27Q: 3 clusters Score -707050.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -707065.875000 Penalty: 4411.483887
	Iteration 28Q: 3 clusters Score -707065.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -707076.562500 Penalty: 4411.483887
	Iteration 29Q: 3 clusters Score -707076.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -707085.250000 Penalty: 4411.483887
	Iteration 30Q: 3 clusters Score -707085.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -707092.500000 Penalty: 4411.483887
	Iteration 31Q: 3 clusters Score -707092.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -707100.437500 Penalty: 4411.483887
	Iteration 32Q: 3 clusters Score -707100.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -707109.000000 Penalty: 4411.483887
	Iteration 33Q: 3 clusters Score -707109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -707115.562500 Penalty: 4411.483887
	Iteration 34Q: 3 clusters Score -707115.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -707122.437500 Penalty: 4411.483887
	Iteration 35Q: 3 clusters Score -707122.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -707124.375000 Penalty: 4411.483887
	Iteration 36Q: 3 clusters Score -707124.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -707129.687500 Penalty: 4411.483887
	Iteration 37Q: 3 clusters Score -707129.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -707131.812500 Penalty: 4411.483887
	Iteration 38Q: 3 clusters Score -707131.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -707131.687500 Penalty: 4411.483887
	Iteration 39Q: 3 clusters Score -707131.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -707135.187500 Penalty: 4411.483887
	Iteration 40F: 3 clusters Score -707135.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -707136.437500 Penalty: 4411.483887
	Iteration 41Q: 3 clusters Score -707136.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -707137.500000 Penalty: 4411.483887
	Iteration 42Q: 3 clusters Score -707137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -707141.062500 Penalty: 4411.483887
	Iteration 43Q: 3 clusters Score -707141.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -707144.062500 Penalty: 4411.483887
	Iteration 44Q: 3 clusters Score -707144.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -707144.625000 Penalty: 4411.483887
	Iteration 45Q: 3 clusters Score -707144.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -707147.375000 Penalty: 4411.483887
	Iteration 46Q: 3 clusters Score -707147.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -707151.187500 Penalty: 4411.483887
	Iteration 47Q: 3 clusters Score -707151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -707149.187500 Penalty: 4411.483887
	Iteration 48Q: 3 clusters Score -707149.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -707150.562500 Penalty: 4411.483887
	Iteration 49Q: 3 clusters Score -707150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -707150.875000 Penalty: 4411.483887
	Iteration 50Q: 3 clusters Score -707150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -707150.687500 Penalty: 4411.483887
	Iteration 51Q: 3 clusters Score -707150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -707152.437500 Penalty: 4411.483887
	Iteration 52Q: 3 clusters Score -707152.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -707154.250000 Penalty: 4411.483887
	Iteration 53Q: 3 clusters Score -707154.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -707155.312500 Penalty: 4411.483887
	Iteration 54Q: 3 clusters Score -707155.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -707157.875000 Penalty: 4411.483887
	Iteration 55Q: 3 clusters Score -707157.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -707158.250000 Penalty: 4411.483887
	Iteration 56Q: 3 clusters Score -707158.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -707157.875000 Penalty: 4411.483887
	Iteration 57Q: 3 clusters Score -707157.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -707157.875000 Penalty: 4411.483887
	Iteration 58F: 3 clusters Score -707157.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -330431.281250 Penalty: 2027.326294
	Iteration 0F: 2 clusters Score -330431.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -326816.593750 Penalty: 4054.652588
	Iteration 0F: 3 clusters Score -326816.6 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -327686.250000 Penalty: 4054.652588
	Iteration 1F: 3 clusters Score -327686.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -327956.375000 Penalty: 4054.652588
	Iteration 2F: 3 clusters Score -327956.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -328181.656250 Penalty: 4054.652588
	Iteration 3F: 3 clusters Score -328181.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -328360.750000 Penalty: 4054.652588
	Iteration 4F: 3 clusters Score -328360.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -328522.062500 Penalty: 4054.652588
	Iteration 5Q: 3 clusters Score -328522.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -328681.187500 Penalty: 4054.652588
	Iteration 6Q: 3 clusters Score -328681.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -328826.187500 Penalty: 4054.652588
	Iteration 7Q: 3 clusters Score -328826.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -328975.468750 Penalty: 4054.652588
	Iteration 8Q: 3 clusters Score -328975.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -329189.968750 Penalty: 4054.652588
	Iteration 9Q: 3 clusters Score -329190 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -329354.781250 Penalty: 4054.652588
	Iteration 10Q: 3 clusters Score -329354.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -329488.250000 Penalty: 4054.652588
	Iteration 11Q: 3 clusters Score -329488.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -329616.375000 Penalty: 4054.652588
	Iteration 12Q: 3 clusters Score -329616.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -329727.062500 Penalty: 4054.652588
	Iteration 13Q: 3 clusters Score -329727.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -329822.468750 Penalty: 4054.652588
	Iteration 14Q: 3 clusters Score -329822.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -329873.906250 Penalty: 4054.652588
	Iteration 15Q: 3 clusters Score -329873.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -329912.593750 Penalty: 4054.652588
	Iteration 16Q: 3 clusters Score -329912.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -329941.312500 Penalty: 4054.652588
	Iteration 17Q: 3 clusters Score -329941.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -329958.031250 Penalty: 4054.652588
	Iteration 18Q: 3 clusters Score -329958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -329968.531250 Penalty: 4054.652588
	Iteration 19Q: 3 clusters Score -329968.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -329972.593750 Penalty: 4054.652588
	Iteration 20F: 3 clusters Score -329972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -329975.968750 Penalty: 4054.652588
	Iteration 21Q: 3 clusters Score -329976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -329976.875000 Penalty: 4054.652588
	Iteration 22Q: 3 clusters Score -329976.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -329978.968750 Penalty: 4054.652588
	Iteration 23Q: 3 clusters Score -329979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -329979.062500 Penalty: 4054.652588
	Iteration 24Q: 3 clusters Score -329979.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -329979.468750 Penalty: 4054.652588
	Iteration 25Q: 3 clusters Score -329979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -329981.468750 Penalty: 4054.652588
	Iteration 26Q: 3 clusters Score -329981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -329984.718750 Penalty: 4054.652588
	Iteration 27Q: 3 clusters Score -329984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -329987.500000 Penalty: 4054.652588
	Iteration 28Q: 3 clusters Score -329987.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -329988.562500 Penalty: 4054.652588
	Iteration 29Q: 3 clusters Score -329988.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -329988.750000 Penalty: 4054.652588
	Iteration 30Q: 3 clusters Score -329988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -329991.218750 Penalty: 4054.652588
	Iteration 31Q: 3 clusters Score -329991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -329991.875000 Penalty: 4054.652588
	Iteration 32Q: 3 clusters Score -329991.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -329992.875000 Penalty: 4054.652588
	Iteration 33Q: 3 clusters Score -329992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -329992.750000 Penalty: 4054.652588
	Iteration 34Q: 3 clusters Score -329992.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -329992.750000 Penalty: 4054.652588
	Iteration 35F: 3 clusters Score -329992.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Entering Unmasked Estep 
Score: -749008.687500 Penalty: 2208.651123
	Iteration 0F: 2 clusters Score -749008.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -742992.687500 Penalty: 4417.302246
	Iteration 0F: 3 clusters Score -742992.7 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -744539.312500 Penalty: 4417.302246
	Iteration 1F: 3 clusters Score -744539.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -744811.125000 Penalty: 4417.302246
	Iteration 2F: 3 clusters Score -744811.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -745004.062500 Penalty: 4417.302246
	Iteration 3F: 3 clusters Score -745004.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -745146.187500 Penalty: 4417.302246
	Iteration 4Q: 3 clusters Score -745146.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -745279.125000 Penalty: 4417.302246
	Iteration 5Q: 3 clusters Score -745279.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -745387.750000 Penalty: 4417.302246
	Iteration 6Q: 3 clusters Score -745387.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -745483.375000 Penalty: 4417.302246
	Iteration 7Q: 3 clusters Score -745483.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -745582.937500 Penalty: 4417.302246
	Iteration 8Q: 3 clusters Score -745582.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -745665.750000 Penalty: 4417.302246
	Iteration 9Q: 3 clusters Score -745665.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -745757.187500 Penalty: 4417.302246
	Iteration 10Q: 3 clusters Score -745757.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -745859.562500 Penalty: 4417.302246
	Iteration 11Q: 3 clusters Score -745859.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -745960.812500 Penalty: 4417.302246
	Iteration 12Q: 3 clusters Score -745960.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -746067.625000 Penalty: 4417.302246
	Iteration 13Q: 3 clusters Score -746067.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -746177.375000 Penalty: 4417.302246
	Iteration 14Q: 3 clusters Score -746177.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -746290.500000 Penalty: 4417.302246
	Iteration 15Q: 3 clusters Score -746290.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -746390.687500 Penalty: 4417.302246
	Iteration 16Q: 3 clusters Score -746390.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -746478.000000 Penalty: 4417.302246
	Iteration 17Q: 3 clusters Score -746478 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -746561.750000 Penalty: 4417.302246
	Iteration 18Q: 3 clusters Score -746561.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -746632.250000 Penalty: 4417.302246
	Iteration 19Q: 3 clusters Score -746632.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -746690.812500 Penalty: 4417.302246
	Iteration 20F: 3 clusters Score -746690.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -746734.937500 Penalty: 4417.302246
	Iteration 21Q: 3 clusters Score -746734.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -746773.562500 Penalty: 4417.302246
	Iteration 22Q: 3 clusters Score -746773.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -746806.062500 Penalty: 4417.302246
	Iteration 23Q: 3 clusters Score -746806.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -746829.687500 Penalty: 4417.302246
	Iteration 24Q: 3 clusters Score -746829.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -746842.062500 Penalty: 4417.302246
	Iteration 25Q: 3 clusters Score -746842.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -746854.437500 Penalty: 4417.302246
	Iteration 26Q: 3 clusters Score -746854.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -746868.000000 Penalty: 4417.302246
	Iteration 27Q: 3 clusters Score -746868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -746881.250000 Penalty: 4417.302246
	Iteration 28Q: 3 clusters Score -746881.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -746892.875000 Penalty: 4417.302246
	Iteration 29Q: 3 clusters Score -746892.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -746904.375000 Penalty: 4417.302246
	Iteration 30Q: 3 clusters Score -746904.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -746912.750000 Penalty: 4417.302246
	Iteration 31Q: 3 clusters Score -746912.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -746919.000000 Penalty: 4417.302246
	Iteration 32Q: 3 clusters Score -746919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -746923.500000 Penalty: 4417.302246
	Iteration 33Q: 3 clusters Score -746923.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -746928.500000 Penalty: 4417.302246
	Iteration 34Q: 3 clusters Score -746928.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -746933.125000 Penalty: 4417.302246
	Iteration 35Q: 3 clusters Score -746933.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -746942.687500 Penalty: 4417.302246
	Iteration 36Q: 3 clusters Score -746942.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -746949.562500 Penalty: 4417.302246
	Iteration 37Q: 3 clusters Score -746949.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -746954.562500 Penalty: 4417.302246
	Iteration 38Q: 3 clusters Score -746954.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -746962.125000 Penalty: 4417.302246
	Iteration 39Q: 3 clusters Score -746962.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -746967.000000 Penalty: 4417.302246
	Iteration 40F: 3 clusters Score -746967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -746969.687500 Penalty: 4417.302246
	Iteration 41Q: 3 clusters Score -746969.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -746972.875000 Penalty: 4417.302246
	Iteration 42Q: 3 clusters Score -746972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -746973.937500 Penalty: 4417.302246
	Iteration 43Q: 3 clusters Score -746973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -746975.687500 Penalty: 4417.302246
	Iteration 44Q: 3 clusters Score -746975.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -746977.000000 Penalty: 4417.302246
	Iteration 45Q: 3 clusters Score -746977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -746977.375000 Penalty: 4417.302246
	Iteration 46Q: 3 clusters Score -746977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -746978.000000 Penalty: 4417.302246
	Iteration 47Q: 3 clusters Score -746978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -746979.437500 Penalty: 4417.302246
	Iteration 48Q: 3 clusters Score -746979.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -746980.125000 Penalty: 4417.302246
	Iteration 49Q: 3 clusters Score -746980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -746981.625000 Penalty: 4417.302246
	Iteration 50Q: 3 clusters Score -746981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -746982.000000 Penalty: 4417.302246
	Iteration 51Q: 3 clusters Score -746982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -746984.375000 Penalty: 4417.302246
	Iteration 52Q: 3 clusters Score -746984.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -746983.625000 Penalty: 4417.302246
	Iteration 53Q: 3 clusters Score -746983.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -746989.687500 Penalty: 4417.302246
	Iteration 54Q: 3 clusters Score -746989.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -746993.875000 Penalty: 4417.302246
	Iteration 55Q: 3 clusters Score -746993.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -746994.625000 Penalty: 4417.302246
	Iteration 56Q: 3 clusters Score -746994.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -746995.437500 Penalty: 4417.302246
	Iteration 57Q: 3 clusters Score -746995.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -747001.500000 Penalty: 4417.302246
	Iteration 58Q: 3 clusters Score -747001.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -747001.937500 Penalty: 4417.302246
	Iteration 59Q: 3 clusters Score -747001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -747004.000000 Penalty: 4417.302246
	Iteration 60F: 3 clusters Score -747004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -747004.000000 Penalty: 4417.302246
	Iteration 61Q: 3 clusters Score -747004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -747004.500000 Penalty: 4417.302246
	Iteration 62Q: 3 clusters Score -747004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -747004.750000 Penalty: 4417.302246
	Iteration 63Q: 3 clusters Score -747004.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -747005.250000 Penalty: 4417.302246
	Iteration 64Q: 3 clusters Score -747005.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -747005.250000 Penalty: 4417.302246
	Iteration 65F: 3 clusters Score -747005.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (66711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66711 members 
Entering Unmasked Estep 
Score: -6781598.500000 Penalty: 2754.814941
	Iteration 0F: 2 clusters Score -6781598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -6736749.000000 Penalty: 5509.629883
	Iteration 0F: 3 clusters Score -6736749 nChanged 31260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -6754382.000000 Penalty: 5509.629883
	Iteration 1F: 3 clusters Score -6754382 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -6755280.000000 Penalty: 5509.629883
	Iteration 2Q: 3 clusters Score -6755280 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -6756587.500000 Penalty: 5509.629883
	Iteration 3Q: 3 clusters Score -6756588 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -6758745.500000 Penalty: 5509.629883
	Iteration 4F: 3 clusters Score -6758746 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -6762364.000000 Penalty: 5509.629883
	Iteration 5F: 3 clusters Score -6762364 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -6767373.000000 Penalty: 5509.629883
	Iteration 6F: 3 clusters Score -6767373 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -6772576.000000 Penalty: 5509.629883
	Iteration 7F: 3 clusters Score -6772576 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -6776135.000000 Penalty: 5509.629883
	Iteration 8F: 3 clusters Score -6776135 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -6777924.000000 Penalty: 5509.629883
	Iteration 9Q: 3 clusters Score -6777924 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -6778630.000000 Penalty: 5509.629883
	Iteration 10Q: 3 clusters Score -6778630 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -6778906.500000 Penalty: 5509.629883
	Iteration 11Q: 3 clusters Score -6778906 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -6779068.000000 Penalty: 5509.629883
	Iteration 12Q: 3 clusters Score -6779068 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -6779166.000000 Penalty: 5509.629883
	Iteration 13Q: 3 clusters Score -6779166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -6779214.000000 Penalty: 5509.629883
	Iteration 14Q: 3 clusters Score -6779214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -6779250.000000 Penalty: 5509.629883
	Iteration 15Q: 3 clusters Score -6779250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -6779267.500000 Penalty: 5509.629883
	Iteration 16Q: 3 clusters Score -6779268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -6779274.500000 Penalty: 5509.629883
	Iteration 17Q: 3 clusters Score -6779274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -6779288.000000 Penalty: 5509.629883
	Iteration 18Q: 3 clusters Score -6779288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 66316 members 
Entering Unmasked Estep 
Score: -6779295.000000 Penalty: 5509.629883
	Iteration 19Q: 3 clusters Score -6779295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -6779296.500000 Penalty: 5509.629883
	Iteration 20F: 3 clusters Score -6779296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -6779293.000000 Penalty: 5509.629883
	Iteration 21Q: 3 clusters Score -6779293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -6779302.000000 Penalty: 5509.629883
	Iteration 22Q: 3 clusters Score -6779302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -6779305.000000 Penalty: 5509.629883
	Iteration 23Q: 3 clusters Score -6779305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -6779305.500000 Penalty: 5509.629883
	Iteration 24Q: 3 clusters Score -6779306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -6779305.500000 Penalty: 5509.629883
	Iteration 25Q: 3 clusters Score -6779306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -6779305.500000 Penalty: 5509.629883
	Iteration 26F: 3 clusters Score -6779306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287907 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85974 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16344 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97810 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44407 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25039 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198715 members 
Mstep: Class 23 contains 39223 members 
Mstep: Class 24 contains 228083 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 239Q: 34 clusters Score -1.571587e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287905 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85972 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16344 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97811 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44406 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25038 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198723 members 
Mstep: Class 23 contains 39223 members 
Mstep: Class 24 contains 228082 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 240F: 34 clusters Score -1.571587e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287905 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85968 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16344 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97811 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44406 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25038 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198729 members 
Mstep: Class 23 contains 39223 members 
Mstep: Class 24 contains 228083 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158768.000000 Penalty: 117006.343750
Iteration 241Q: 34 clusters Score -1.571588e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287905 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85964 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16344 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97811 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44406 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25037 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198733 members 
Mstep: Class 23 contains 39223 members 
Mstep: Class 24 contains 228084 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158816.000000 Penalty: 117006.343750
Iteration 242Q: 34 clusters Score -1.571588e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287906 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85962 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16344 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97811 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44406 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25034 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198739 members 
Mstep: Class 23 contains 39223 members 
Mstep: Class 24 contains 228082 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 243Q: 34 clusters Score -1.571588e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287906 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85959 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16344 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97811 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44406 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25031 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198746 members 
Mstep: Class 23 contains 39223 members 
Mstep: Class 24 contains 228081 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158800.000000 Penalty: 117006.343750
Iteration 244Q: 34 clusters Score -1.571588e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287907 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16898 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85953 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16344 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97812 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44406 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25030 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198752 members 
Mstep: Class 23 contains 39223 members 
Mstep: Class 24 contains 228082 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158768.000000 Penalty: 117006.343750
Iteration 245Q: 34 clusters Score -1.571588e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287907 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16895 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85950 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16344 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97812 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44406 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25028 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198760 members 
Mstep: Class 23 contains 39223 members 
Mstep: Class 24 contains 228081 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 246Q: 34 clusters Score -1.571588e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287904 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16445 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16895 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85945 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16343 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97812 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44406 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25027 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198769 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 228081 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 247Q: 34 clusters Score -1.571587e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287901 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16447 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16895 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85941 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16340 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97811 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44404 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25025 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198784 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 228080 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158656.000000 Penalty: 117006.343750
Iteration 248Q: 34 clusters Score -1.571587e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184627 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287897 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16450 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16893 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85935 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16339 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97812 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44403 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25023 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198792 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 228081 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 249Q: 34 clusters Score -1.571587e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287893 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16453 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67196 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16893 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85927 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16340 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97814 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44402 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25021 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198794 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 228081 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 250Q: 34 clusters Score -1.571587e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184634 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287891 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16454 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67197 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16889 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85926 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16339 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97814 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44403 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25020 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 198800 members 
Mstep: Class 23 contains 39223 members 
Mstep: Class 24 contains 228080 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158656.000000 Penalty: 117006.343750
Iteration 251Q: 34 clusters Score -1.571587e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184635 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287888 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16454 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67196 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16885 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85927 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16338 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97814 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44404 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25017 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 198810 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 228079 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 252Q: 34 clusters Score -1.571587e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184635 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287883 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16454 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16884 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85926 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16338 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97814 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44403 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25017 members 
Mstep: Class 21 contains 15607 members 
Mstep: Class 22 contains 198818 members 
Mstep: Class 23 contains 39225 members 
Mstep: Class 24 contains 228080 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158688.000000 Penalty: 117006.343750
Iteration 253Q: 34 clusters Score -1.571587e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184634 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287881 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16454 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85925 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16338 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97814 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44404 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25018 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 198822 members 
Mstep: Class 23 contains 39225 members 
Mstep: Class 24 contains 228078 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 254Q: 34 clusters Score -1.571587e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184634 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287880 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16454 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85923 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16338 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97814 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44403 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25016 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 198828 members 
Mstep: Class 23 contains 39225 members 
Mstep: Class 24 contains 228077 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158784.000000 Penalty: 117006.343750
Iteration 255Q: 34 clusters Score -1.571588e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287880 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16455 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85924 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16338 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97815 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44404 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25013 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 198830 members 
Mstep: Class 23 contains 39225 members 
Mstep: Class 24 contains 228075 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158768.000000 Penalty: 117006.343750
Iteration 256Q: 34 clusters Score -1.571588e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287881 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16456 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85923 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16338 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97816 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44404 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25006 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 198838 members 
Mstep: Class 23 contains 39225 members 
Mstep: Class 24 contains 228072 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 257Q: 34 clusters Score -1.571587e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184634 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287879 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16458 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85922 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16338 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97817 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44403 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25002 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 198848 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 228069 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158640.000000 Penalty: 117006.343750
Iteration 258Q: 34 clusters Score -1.571586e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287877 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16458 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67196 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85917 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16337 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97817 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44402 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 25000 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 198861 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 228068 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158656.000000 Penalty: 117006.343750
Iteration 259Q: 34 clusters Score -1.571587e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287876 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16459 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67198 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85914 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16335 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97818 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44402 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24996 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 198869 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 228067 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158688.000000 Penalty: 117006.343750
Iteration 260F: 34 clusters Score -1.571587e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184632 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287871 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16460 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67198 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85910 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16332 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97819 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44402 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24991 members 
Mstep: Class 21 contains 15607 members 
Mstep: Class 22 contains 198884 members 
Mstep: Class 23 contains 39225 members 
Mstep: Class 24 contains 228068 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158688.000000 Penalty: 117006.343750
Iteration 261Q: 34 clusters Score -1.571587e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184632 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287869 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16461 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67200 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85905 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97819 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44402 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24987 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 198897 members 
Mstep: Class 23 contains 39225 members 
Mstep: Class 24 contains 228067 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158688.000000 Penalty: 117006.343750
Iteration 262Q: 34 clusters Score -1.571587e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184631 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287864 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16462 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67202 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85900 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 97820 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44398 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24984 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 198911 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 228069 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158608.000000 Penalty: 117006.343750
Iteration 263Q: 34 clusters Score -1.571586e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287860 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 16462 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67203 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85896 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97822 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44392 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24979 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 198931 members 
Mstep: Class 23 contains 39225 members 
Mstep: Class 24 contains 228068 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 264Q: 34 clusters Score -1.571587e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287857 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16462 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67202 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85895 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97822 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44389 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24971 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 198950 members 
Mstep: Class 23 contains 39225 members 
Mstep: Class 24 contains 228068 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158656.000000 Penalty: 117006.343750
Iteration 265Q: 34 clusters Score -1.571587e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287853 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16463 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67201 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85895 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97821 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44387 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24966 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 198968 members 
Mstep: Class 23 contains 39225 members 
Mstep: Class 24 contains 228063 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 266Q: 34 clusters Score -1.571587e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287850 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16464 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67202 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85894 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97821 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44385 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24963 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 198979 members 
Mstep: Class 23 contains 39226 members 
Mstep: Class 24 contains 228059 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 267Q: 34 clusters Score -1.571587e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184629 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287849 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16466 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67202 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85892 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97821 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44384 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24961 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 198990 members 
Mstep: Class 23 contains 39226 members 
Mstep: Class 24 contains 228057 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 268Q: 34 clusters Score -1.571587e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184630 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287848 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16467 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67201 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85888 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97821 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44384 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24957 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199002 members 
Mstep: Class 23 contains 39228 members 
Mstep: Class 24 contains 228051 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158640.000000 Penalty: 117006.343750
Iteration 269Q: 34 clusters Score -1.571586e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184631 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287846 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16469 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67201 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85884 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97824 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44384 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24952 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199011 members 
Mstep: Class 23 contains 39228 members 
Mstep: Class 24 contains 228049 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158608.000000 Penalty: 117006.343750
Iteration 270Q: 34 clusters Score -1.571586e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184631 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287846 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16474 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67201 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85880 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97825 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44382 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24943 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199018 members 
Mstep: Class 23 contains 39227 members 
Mstep: Class 24 contains 228049 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31736 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158640.000000 Penalty: 117006.343750
Iteration 271Q: 34 clusters Score -1.571586e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184630 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287846 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16483 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67200 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85876 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97827 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44382 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24936 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199021 members 
Mstep: Class 23 contains 39225 members 
Mstep: Class 24 contains 228050 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31736 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158640.000000 Penalty: 117006.343750
Iteration 272Q: 34 clusters Score -1.571586e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184631 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287845 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16486 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67199 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85873 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44382 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24935 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199025 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 228047 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31736 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 273Q: 34 clusters Score -1.571587e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184630 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287843 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16486 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67199 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85873 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16327 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44382 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24935 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199032 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 228047 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31736 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 274Q: 34 clusters Score -1.571587e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184631 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287840 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16486 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67199 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85873 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16327 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44383 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24935 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199037 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 228045 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31736 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 275Q: 34 clusters Score -1.571587e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184631 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287839 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16486 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67198 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85873 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16327 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44382 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24936 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199041 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 228044 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31736 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 276Q: 34 clusters Score -1.571587e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184631 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287838 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16486 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67197 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85873 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16327 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44382 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24937 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199044 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 228043 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31736 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 277Q: 34 clusters Score -1.571587e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184631 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287839 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16486 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67198 members 
Mstep: Class 8 contains 42848 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85873 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16327 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44381 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24937 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199047 members 
Mstep: Class 23 contains 39224 members 
Mstep: Class 24 contains 228040 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31736 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158688.000000 Penalty: 117006.343750
Iteration 278Q: 34 clusters Score -1.571587e+08 nChanged 9
Entering ConstructFrom: 
Score: -157158688.000000 Penalty: 117006.343750
Entering ConstructFrom: 
Trying to split cluster 1 (184631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184631 members 
Entering Unmasked Estep 
Score: -18569280.000000 Penalty: 3007.276367
	Iteration 0F: 2 clusters Score -1.856928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92085 members 
Mstep: Class 2 contains 92546 members 
Entering Unmasked Estep 
Score: -18446108.000000 Penalty: 6014.552734
	Iteration 0F: 3 clusters Score -1.844611e+07 nChanged 88736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88405 members 
Mstep: Class 2 contains 96226 members 
Entering Unmasked Estep 
Score: -18497828.000000 Penalty: 6014.552734
	Iteration 1F: 3 clusters Score -1.849783e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85947 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -18498916.000000 Penalty: 6014.552734
	Iteration 2Q: 3 clusters Score -1.849892e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -18500432.000000 Penalty: 6014.552734
	Iteration 3Q: 3 clusters Score -1.850043e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 108099 members 
Entering Unmasked Estep 
Score: -18502712.000000 Penalty: 6014.552734
	Iteration 4Q: 3 clusters Score -1.850271e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 116545 members 
Entering Unmasked Estep 
Score: -18506760.000000 Penalty: 6014.552734
	Iteration 5Q: 3 clusters Score -1.850676e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 128752 members 
Entering Unmasked Estep 
Score: -18514534.000000 Penalty: 6014.552734
	Iteration 6F: 3 clusters Score -1.851453e+07 nChanged 15793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 144517 members 
Entering Unmasked Estep 
Score: -18527398.000000 Penalty: 6014.552734
	Iteration 7F: 3 clusters Score -1.85274e+07 nChanged 16898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 161413 members 
Entering Unmasked Estep 
Score: -18543864.000000 Penalty: 6014.552734
	Iteration 8F: 3 clusters Score -1.854386e+07 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 174603 members 
Entering Unmasked Estep 
Score: -18557266.000000 Penalty: 6014.552734
	Iteration 9F: 3 clusters Score -1.855727e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 181402 members 
Entering Unmasked Estep 
Score: -18563740.000000 Penalty: 6014.552734
	Iteration 10Q: 3 clusters Score -1.856374e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 183674 members 
Entering Unmasked Estep 
Score: -18565664.000000 Penalty: 6014.552734
	Iteration 11Q: 3 clusters Score -1.856566e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 184267 members 
Entering Unmasked Estep 
Score: -18566230.000000 Penalty: 6014.552734
	Iteration 12Q: 3 clusters Score -1.856623e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 184388 members 
Entering Unmasked Estep 
Score: -18566394.000000 Penalty: 6014.552734
	Iteration 13Q: 3 clusters Score -1.856639e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 184425 members 
Entering Unmasked Estep 
Score: -18566446.000000 Penalty: 6014.552734
	Iteration 14Q: 3 clusters Score -1.856645e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 184446 members 
Entering Unmasked Estep 
Score: -18566500.000000 Penalty: 6014.552734
	Iteration 15Q: 3 clusters Score -1.85665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 184451 members 
Entering Unmasked Estep 
Score: -18566530.000000 Penalty: 6014.552734
	Iteration 16Q: 3 clusters Score -1.856653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 184453 members 
Entering Unmasked Estep 
Score: -18566544.000000 Penalty: 6014.552734
	Iteration 17Q: 3 clusters Score -1.856654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 184455 members 
Entering Unmasked Estep 
Score: -18566550.000000 Penalty: 6014.552734
	Iteration 18Q: 3 clusters Score -1.856655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 184456 members 
Entering Unmasked Estep 
Score: -18566544.000000 Penalty: 6014.552734
	Iteration 19Q: 3 clusters Score -1.856654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 184456 members 
Entering Unmasked Estep 
Score: -18566544.000000 Penalty: 6014.552734
	Iteration 20F: 3 clusters Score -1.856654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 184455 members 
Entering Unmasked Estep 
Score: -18566554.000000 Penalty: 6014.552734
	Iteration 21Q: 3 clusters Score -1.856655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 184456 members 
Entering Unmasked Estep 
Score: -18566554.000000 Penalty: 6014.552734
	Iteration 22Q: 3 clusters Score -1.856655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 184456 members 
Entering Unmasked Estep 
Score: -18566554.000000 Penalty: 6014.552734
	Iteration 23F: 3 clusters Score -1.856655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Entering Unmasked Estep 
Score: -600197.625000 Penalty: 2195.780029
	Iteration 0F: 2 clusters Score -600197.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -594526.437500 Penalty: 4391.560059
	Iteration 0F: 3 clusters Score -594526.4 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -596503.187500 Penalty: 4391.560059
	Iteration 1F: 3 clusters Score -596503.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -597359.375000 Penalty: 4391.560059
	Iteration 2F: 3 clusters Score -597359.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -598291.437500 Penalty: 4391.560059
	Iteration 3F: 3 clusters Score -598291.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -599029.500000 Penalty: 4391.560059
	Iteration 4F: 3 clusters Score -599029.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -599490.687500 Penalty: 4391.560059
	Iteration 5F: 3 clusters Score -599490.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -599718.437500 Penalty: 4391.560059
	Iteration 6Q: 3 clusters Score -599718.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -599839.375000 Penalty: 4391.560059
	Iteration 7Q: 3 clusters Score -599839.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -599903.125000 Penalty: 4391.560059
	Iteration 8Q: 3 clusters Score -599903.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -599939.812500 Penalty: 4391.560059
	Iteration 9Q: 3 clusters Score -599939.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -599959.312500 Penalty: 4391.560059
	Iteration 10Q: 3 clusters Score -599959.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -599972.687500 Penalty: 4391.560059
	Iteration 11Q: 3 clusters Score -599972.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -599989.000000 Penalty: 4391.560059
	Iteration 12Q: 3 clusters Score -599989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -599997.125000 Penalty: 4391.560059
	Iteration 13Q: 3 clusters Score -599997.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -600003.000000 Penalty: 4391.560059
	Iteration 14Q: 3 clusters Score -600003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -600007.375000 Penalty: 4391.560059
	Iteration 15Q: 3 clusters Score -600007.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -600012.062500 Penalty: 4391.560059
	Iteration 16Q: 3 clusters Score -600012.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -600014.250000 Penalty: 4391.560059
	Iteration 17Q: 3 clusters Score -600014.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -600017.750000 Penalty: 4391.560059
	Iteration 18Q: 3 clusters Score -600017.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -600019.875000 Penalty: 4391.560059
	Iteration 19Q: 3 clusters Score -600019.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -600020.812500 Penalty: 4391.560059
	Iteration 20F: 3 clusters Score -600020.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -600020.687500 Penalty: 4391.560059
	Iteration 21Q: 3 clusters Score -600020.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -600022.562500 Penalty: 4391.560059
	Iteration 22Q: 3 clusters Score -600022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -600024.250000 Penalty: 4391.560059
	Iteration 23Q: 3 clusters Score -600024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -600024.437500 Penalty: 4391.560059
	Iteration 24Q: 3 clusters Score -600024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -600024.375000 Penalty: 4391.560059
	Iteration 25Q: 3 clusters Score -600024.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -600027.062500 Penalty: 4391.560059
	Iteration 26Q: 3 clusters Score -600027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -600027.250000 Penalty: 4391.560059
	Iteration 27Q: 3 clusters Score -600027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -600027.625000 Penalty: 4391.560059
	Iteration 28Q: 3 clusters Score -600027.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -600027.625000 Penalty: 4391.560059
	Iteration 29F: 3 clusters Score -600027.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (287838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287838 members 
Entering Unmasked Estep 
Score: -28796990.000000 Penalty: 3117.397949
	Iteration 0F: 2 clusters Score -2.879699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144144 members 
Mstep: Class 2 contains 143694 members 
Entering Unmasked Estep 
Score: -28614772.000000 Penalty: 6234.795898
	Iteration 0F: 3 clusters Score -2.861477e+07 nChanged 138961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147469 members 
Mstep: Class 2 contains 140369 members 
Entering Unmasked Estep 
Score: -28697092.000000 Penalty: 6234.795898
	Iteration 1F: 3 clusters Score -2.869709e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149920 members 
Mstep: Class 2 contains 137918 members 
Entering Unmasked Estep 
Score: -28698802.000000 Penalty: 6234.795898
	Iteration 2Q: 3 clusters Score -2.86988e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153735 members 
Mstep: Class 2 contains 134103 members 
Entering Unmasked Estep 
Score: -28701108.000000 Penalty: 6234.795898
	Iteration 3Q: 3 clusters Score -2.870111e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159515 members 
Mstep: Class 2 contains 128323 members 
Entering Unmasked Estep 
Score: -28704882.000000 Penalty: 6234.795898
	Iteration 4Q: 3 clusters Score -2.870488e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168203 members 
Mstep: Class 2 contains 119635 members 
Entering Unmasked Estep 
Score: -28711762.000000 Penalty: 6234.795898
	Iteration 5Q: 3 clusters Score -2.871176e+07 nChanged 17154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180177 members 
Mstep: Class 2 contains 107661 members 
Entering Unmasked Estep 
Score: -28721900.000000 Penalty: 6234.795898
	Iteration 6F: 3 clusters Score -2.87219e+07 nChanged 19959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194754 members 
Mstep: Class 2 contains 93084 members 
Entering Unmasked Estep 
Score: -28736608.000000 Penalty: 6234.795898
	Iteration 7F: 3 clusters Score -2.873661e+07 nChanged 20722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208978 members 
Mstep: Class 2 contains 78860 members 
Entering Unmasked Estep 
Score: -28753394.000000 Penalty: 6234.795898
	Iteration 8F: 3 clusters Score -2.875339e+07 nChanged 18194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219064 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -28768374.000000 Penalty: 6234.795898
	Iteration 9F: 3 clusters Score -2.876837e+07 nChanged 13458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224680 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -28776830.000000 Penalty: 6234.795898
	Iteration 10Q: 3 clusters Score -2.877683e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228241 members 
Mstep: Class 2 contains 59597 members 
Entering Unmasked Estep 
Score: -28780806.000000 Penalty: 6234.795898
	Iteration 11Q: 3 clusters Score -2.878081e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231048 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -28783118.000000 Penalty: 6234.795898
	Iteration 12Q: 3 clusters Score -2.878312e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233555 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -28785038.000000 Penalty: 6234.795898
	Iteration 13Q: 3 clusters Score -2.878504e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235725 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -28786624.000000 Penalty: 6234.795898
	Iteration 14Q: 3 clusters Score -2.878662e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237704 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -28788098.000000 Penalty: 6234.795898
	Iteration 15Q: 3 clusters Score -2.87881e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239468 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -28789136.000000 Penalty: 6234.795898
	Iteration 16Q: 3 clusters Score -2.878914e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241076 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -28789836.000000 Penalty: 6234.795898
	Iteration 17Q: 3 clusters Score -2.878984e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242482 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -28790496.000000 Penalty: 6234.795898
	Iteration 18Q: 3 clusters Score -2.87905e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243796 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -28790944.000000 Penalty: 6234.795898
	Iteration 19Q: 3 clusters Score -2.879094e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245037 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -28791418.000000 Penalty: 6234.795898
	Iteration 20F: 3 clusters Score -2.879142e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246141 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -28791820.000000 Penalty: 6234.795898
	Iteration 21Q: 3 clusters Score -2.879182e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247122 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -28792100.000000 Penalty: 6234.795898
	Iteration 22Q: 3 clusters Score -2.87921e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248052 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -28792246.000000 Penalty: 6234.795898
	Iteration 23Q: 3 clusters Score -2.879225e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248951 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -28792446.000000 Penalty: 6234.795898
	Iteration 24Q: 3 clusters Score -2.879245e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249762 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -28792480.000000 Penalty: 6234.795898
	Iteration 25Q: 3 clusters Score -2.879248e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250508 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -28792542.000000 Penalty: 6234.795898
	Iteration 26Q: 3 clusters Score -2.879254e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251266 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -28792638.000000 Penalty: 6234.795898
	Iteration 27Q: 3 clusters Score -2.879264e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252008 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -28792602.000000 Penalty: 6234.795898
	Iteration 28Q: 3 clusters Score -2.87926e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252708 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -28792666.000000 Penalty: 6234.795898
	Iteration 29Q: 3 clusters Score -2.879267e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253380 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -28792724.000000 Penalty: 6234.795898
	Iteration 30Q: 3 clusters Score -2.879272e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254039 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -28792652.000000 Penalty: 6234.795898
	Iteration 31Q: 3 clusters Score -2.879265e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254708 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -28792662.000000 Penalty: 6234.795898
	Iteration 32Q: 3 clusters Score -2.879266e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255329 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -28792780.000000 Penalty: 6234.795898
	Iteration 33Q: 3 clusters Score -2.879278e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255934 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -28792856.000000 Penalty: 6234.795898
	Iteration 34Q: 3 clusters Score -2.879286e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256516 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -28792808.000000 Penalty: 6234.795898
	Iteration 35Q: 3 clusters Score -2.879281e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257081 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -28792824.000000 Penalty: 6234.795898
	Iteration 36Q: 3 clusters Score -2.879282e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257626 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -28792780.000000 Penalty: 6234.795898
	Iteration 37Q: 3 clusters Score -2.879278e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258146 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -28792772.000000 Penalty: 6234.795898
	Iteration 38Q: 3 clusters Score -2.879277e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258637 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -28792702.000000 Penalty: 6234.795898
	Iteration 39Q: 3 clusters Score -2.87927e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259112 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -28792752.000000 Penalty: 6234.795898
	Iteration 40F: 3 clusters Score -2.879275e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259592 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -28792808.000000 Penalty: 6234.795898
	Iteration 41Q: 3 clusters Score -2.879281e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260051 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -28792738.000000 Penalty: 6234.795898
	Iteration 42Q: 3 clusters Score -2.879274e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260475 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -28792700.000000 Penalty: 6234.795898
	Iteration 43Q: 3 clusters Score -2.87927e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260886 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -28792762.000000 Penalty: 6234.795898
	Iteration 44Q: 3 clusters Score -2.879276e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261290 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -28792726.000000 Penalty: 6234.795898
	Iteration 45Q: 3 clusters Score -2.879273e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261710 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -28792706.000000 Penalty: 6234.795898
	Iteration 46Q: 3 clusters Score -2.879271e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262090 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -28792702.000000 Penalty: 6234.795898
	Iteration 47Q: 3 clusters Score -2.87927e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262492 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -28792764.000000 Penalty: 6234.795898
	Iteration 48Q: 3 clusters Score -2.879276e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262866 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -28792788.000000 Penalty: 6234.795898
	Iteration 49Q: 3 clusters Score -2.879279e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263260 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -28792804.000000 Penalty: 6234.795898
	Iteration 50Q: 3 clusters Score -2.87928e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263670 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -28792842.000000 Penalty: 6234.795898
	Iteration 51Q: 3 clusters Score -2.879284e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264093 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -28792818.000000 Penalty: 6234.795898
	Iteration 52Q: 3 clusters Score -2.879282e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264488 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -28792902.000000 Penalty: 6234.795898
	Iteration 53Q: 3 clusters Score -2.87929e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264890 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -28792910.000000 Penalty: 6234.795898
	Iteration 54Q: 3 clusters Score -2.879291e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265273 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -28792978.000000 Penalty: 6234.795898
	Iteration 55Q: 3 clusters Score -2.879298e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265622 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -28793070.000000 Penalty: 6234.795898
	Iteration 56Q: 3 clusters Score -2.879307e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265984 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -28793112.000000 Penalty: 6234.795898
	Iteration 57Q: 3 clusters Score -2.879311e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266326 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -28793170.000000 Penalty: 6234.795898
	Iteration 58Q: 3 clusters Score -2.879317e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266652 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -28793134.000000 Penalty: 6234.795898
	Iteration 59Q: 3 clusters Score -2.879313e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266965 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -28793270.000000 Penalty: 6234.795898
	Iteration 60F: 3 clusters Score -2.879327e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267281 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -28793274.000000 Penalty: 6234.795898
	Iteration 61Q: 3 clusters Score -2.879327e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267594 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -28793332.000000 Penalty: 6234.795898
	Iteration 62Q: 3 clusters Score -2.879333e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267895 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -28793390.000000 Penalty: 6234.795898
	Iteration 63Q: 3 clusters Score -2.879339e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268211 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -28793532.000000 Penalty: 6234.795898
	Iteration 64Q: 3 clusters Score -2.879353e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268543 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -28793552.000000 Penalty: 6234.795898
	Iteration 65Q: 3 clusters Score -2.879355e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268861 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -28793588.000000 Penalty: 6234.795898
	Iteration 66Q: 3 clusters Score -2.879359e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269201 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -28793586.000000 Penalty: 6234.795898
	Iteration 67Q: 3 clusters Score -2.879359e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269536 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -28793570.000000 Penalty: 6234.795898
	Iteration 68Q: 3 clusters Score -2.879357e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269872 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -28793562.000000 Penalty: 6234.795898
	Iteration 69Q: 3 clusters Score -2.879356e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270215 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -28793554.000000 Penalty: 6234.795898
	Iteration 70Q: 3 clusters Score -2.879355e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270534 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -28793642.000000 Penalty: 6234.795898
	Iteration 71Q: 3 clusters Score -2.879364e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270835 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -28793668.000000 Penalty: 6234.795898
	Iteration 72Q: 3 clusters Score -2.879367e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271135 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -28793666.000000 Penalty: 6234.795898
	Iteration 73Q: 3 clusters Score -2.879367e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271400 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -28793594.000000 Penalty: 6234.795898
	Iteration 74Q: 3 clusters Score -2.879359e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271641 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -28793620.000000 Penalty: 6234.795898
	Iteration 75Q: 3 clusters Score -2.879362e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271899 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -28793704.000000 Penalty: 6234.795898
	Iteration 76Q: 3 clusters Score -2.87937e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272176 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -28793734.000000 Penalty: 6234.795898
	Iteration 77Q: 3 clusters Score -2.879373e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272440 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -28793718.000000 Penalty: 6234.795898
	Iteration 78Q: 3 clusters Score -2.879372e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272707 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -28793846.000000 Penalty: 6234.795898
	Iteration 79Q: 3 clusters Score -2.879385e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272965 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -28793916.000000 Penalty: 6234.795898
	Iteration 80F: 3 clusters Score -2.879392e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273236 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -28793940.000000 Penalty: 6234.795898
	Iteration 81Q: 3 clusters Score -2.879394e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273486 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -28794002.000000 Penalty: 6234.795898
	Iteration 82Q: 3 clusters Score -2.8794e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273698 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -28794030.000000 Penalty: 6234.795898
	Iteration 83Q: 3 clusters Score -2.879403e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273895 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -28794068.000000 Penalty: 6234.795898
	Iteration 84Q: 3 clusters Score -2.879407e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274076 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -28794132.000000 Penalty: 6234.795898
	Iteration 85Q: 3 clusters Score -2.879413e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274268 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -28794166.000000 Penalty: 6234.795898
	Iteration 86Q: 3 clusters Score -2.879417e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274444 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -28794200.000000 Penalty: 6234.795898
	Iteration 87Q: 3 clusters Score -2.87942e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274627 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -28794178.000000 Penalty: 6234.795898
	Iteration 88Q: 3 clusters Score -2.879418e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274782 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -28794206.000000 Penalty: 6234.795898
	Iteration 89Q: 3 clusters Score -2.879421e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274927 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -28794182.000000 Penalty: 6234.795898
	Iteration 90Q: 3 clusters Score -2.879418e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275089 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -28794186.000000 Penalty: 6234.795898
	Iteration 91Q: 3 clusters Score -2.879419e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275233 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -28794236.000000 Penalty: 6234.795898
	Iteration 92Q: 3 clusters Score -2.879424e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275397 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -28794318.000000 Penalty: 6234.795898
	Iteration 93Q: 3 clusters Score -2.879432e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275541 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -28794408.000000 Penalty: 6234.795898
	Iteration 94Q: 3 clusters Score -2.879441e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275673 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -28794424.000000 Penalty: 6234.795898
	Iteration 95Q: 3 clusters Score -2.879442e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275802 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -28794468.000000 Penalty: 6234.795898
	Iteration 96Q: 3 clusters Score -2.879447e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275914 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -28794536.000000 Penalty: 6234.795898
	Iteration 97Q: 3 clusters Score -2.879454e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276015 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -28794522.000000 Penalty: 6234.795898
	Iteration 98Q: 3 clusters Score -2.879452e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276116 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -28794534.000000 Penalty: 6234.795898
	Iteration 99Q: 3 clusters Score -2.879453e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276217 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -28794604.000000 Penalty: 6234.795898
	Iteration 100F: 3 clusters Score -2.87946e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276313 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -28794604.000000 Penalty: 6234.795898
	Iteration 101Q: 3 clusters Score -2.87946e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276406 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -28794586.000000 Penalty: 6234.795898
	Iteration 102Q: 3 clusters Score -2.879459e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276497 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -28794628.000000 Penalty: 6234.795898
	Iteration 103Q: 3 clusters Score -2.879463e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276582 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -28794624.000000 Penalty: 6234.795898
	Iteration 104Q: 3 clusters Score -2.879462e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276672 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -28794652.000000 Penalty: 6234.795898
	Iteration 105Q: 3 clusters Score -2.879465e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276750 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -28794666.000000 Penalty: 6234.795898
	Iteration 106Q: 3 clusters Score -2.879467e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276823 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -28794674.000000 Penalty: 6234.795898
	Iteration 107Q: 3 clusters Score -2.879467e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276898 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -28794712.000000 Penalty: 6234.795898
	Iteration 108Q: 3 clusters Score -2.879471e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276970 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -28794698.000000 Penalty: 6234.795898
	Iteration 109Q: 3 clusters Score -2.87947e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277037 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -28794762.000000 Penalty: 6234.795898
	Iteration 110Q: 3 clusters Score -2.879476e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277106 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -28794750.000000 Penalty: 6234.795898
	Iteration 111Q: 3 clusters Score -2.879475e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277188 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -28794732.000000 Penalty: 6234.795898
	Iteration 112Q: 3 clusters Score -2.879473e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277253 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -28794746.000000 Penalty: 6234.795898
	Iteration 113Q: 3 clusters Score -2.879475e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277317 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -28794730.000000 Penalty: 6234.795898
	Iteration 114Q: 3 clusters Score -2.879473e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277377 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -28794752.000000 Penalty: 6234.795898
	Iteration 115Q: 3 clusters Score -2.879475e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277435 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -28794760.000000 Penalty: 6234.795898
	Iteration 116Q: 3 clusters Score -2.879476e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277495 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -28794752.000000 Penalty: 6234.795898
	Iteration 117Q: 3 clusters Score -2.879475e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277570 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -28794750.000000 Penalty: 6234.795898
	Iteration 118Q: 3 clusters Score -2.879475e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277629 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -28794734.000000 Penalty: 6234.795898
	Iteration 119Q: 3 clusters Score -2.879473e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277682 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -28794782.000000 Penalty: 6234.795898
	Iteration 120F: 3 clusters Score -2.879478e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277727 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -28794756.000000 Penalty: 6234.795898
	Iteration 121Q: 3 clusters Score -2.879476e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277771 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -28794816.000000 Penalty: 6234.795898
	Iteration 122Q: 3 clusters Score -2.879482e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277814 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -28794824.000000 Penalty: 6234.795898
	Iteration 123Q: 3 clusters Score -2.879482e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277855 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -28794828.000000 Penalty: 6234.795898
	Iteration 124Q: 3 clusters Score -2.879483e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277889 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -28794828.000000 Penalty: 6234.795898
	Iteration 125Q: 3 clusters Score -2.879483e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277930 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -28794824.000000 Penalty: 6234.795898
	Iteration 126Q: 3 clusters Score -2.879482e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277963 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -28794804.000000 Penalty: 6234.795898
	Iteration 127Q: 3 clusters Score -2.87948e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278002 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -28794810.000000 Penalty: 6234.795898
	Iteration 128Q: 3 clusters Score -2.879481e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278045 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -28794818.000000 Penalty: 6234.795898
	Iteration 129Q: 3 clusters Score -2.879482e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278076 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -28794848.000000 Penalty: 6234.795898
	Iteration 130Q: 3 clusters Score -2.879485e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278108 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -28794872.000000 Penalty: 6234.795898
	Iteration 131Q: 3 clusters Score -2.879487e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278152 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -28794884.000000 Penalty: 6234.795898
	Iteration 132Q: 3 clusters Score -2.879488e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278205 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -28794884.000000 Penalty: 6234.795898
	Iteration 133Q: 3 clusters Score -2.879488e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278261 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -28794900.000000 Penalty: 6234.795898
	Iteration 134Q: 3 clusters Score -2.87949e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278314 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -28794940.000000 Penalty: 6234.795898
	Iteration 135Q: 3 clusters Score -2.879494e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278361 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -28794920.000000 Penalty: 6234.795898
	Iteration 136Q: 3 clusters Score -2.879492e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278402 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -28794950.000000 Penalty: 6234.795898
	Iteration 137Q: 3 clusters Score -2.879495e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278437 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -28794970.000000 Penalty: 6234.795898
	Iteration 138Q: 3 clusters Score -2.879497e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278468 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -28794972.000000 Penalty: 6234.795898
	Iteration 139Q: 3 clusters Score -2.879497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278485 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -28794956.000000 Penalty: 6234.795898
	Iteration 140F: 3 clusters Score -2.879496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278501 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -28794958.000000 Penalty: 6234.795898
	Iteration 141Q: 3 clusters Score -2.879496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278517 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -28794942.000000 Penalty: 6234.795898
	Iteration 142Q: 3 clusters Score -2.879494e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278539 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -28794964.000000 Penalty: 6234.795898
	Iteration 143Q: 3 clusters Score -2.879496e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278567 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -28794952.000000 Penalty: 6234.795898
	Iteration 144Q: 3 clusters Score -2.879495e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278596 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -28794934.000000 Penalty: 6234.795898
	Iteration 145Q: 3 clusters Score -2.879493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278618 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -28794932.000000 Penalty: 6234.795898
	Iteration 146Q: 3 clusters Score -2.879493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278645 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -28794932.000000 Penalty: 6234.795898
	Iteration 147Q: 3 clusters Score -2.879493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278664 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -28794936.000000 Penalty: 6234.795898
	Iteration 148Q: 3 clusters Score -2.879494e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278686 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -28794950.000000 Penalty: 6234.795898
	Iteration 149Q: 3 clusters Score -2.879495e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278704 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -28794932.000000 Penalty: 6234.795898
	Iteration 150Q: 3 clusters Score -2.879493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278717 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -28794938.000000 Penalty: 6234.795898
	Iteration 151Q: 3 clusters Score -2.879494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278735 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -28794944.000000 Penalty: 6234.795898
	Iteration 152Q: 3 clusters Score -2.879494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278751 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -28794958.000000 Penalty: 6234.795898
	Iteration 153Q: 3 clusters Score -2.879496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278762 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -28794956.000000 Penalty: 6234.795898
	Iteration 154Q: 3 clusters Score -2.879496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278775 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -28794954.000000 Penalty: 6234.795898
	Iteration 155Q: 3 clusters Score -2.879495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278787 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -28794952.000000 Penalty: 6234.795898
	Iteration 156Q: 3 clusters Score -2.879495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278800 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -28794960.000000 Penalty: 6234.795898
	Iteration 157Q: 3 clusters Score -2.879496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278808 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -28794956.000000 Penalty: 6234.795898
	Iteration 158Q: 3 clusters Score -2.879496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278819 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -28794980.000000 Penalty: 6234.795898
	Iteration 159Q: 3 clusters Score -2.879498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278831 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -28794976.000000 Penalty: 6234.795898
	Iteration 160F: 3 clusters Score -2.879498e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278848 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -28794984.000000 Penalty: 6234.795898
	Iteration 161Q: 3 clusters Score -2.879498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278857 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -28794974.000000 Penalty: 6234.795898
	Iteration 162Q: 3 clusters Score -2.879497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278868 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -28794988.000000 Penalty: 6234.795898
	Iteration 163Q: 3 clusters Score -2.879499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278872 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -28794972.000000 Penalty: 6234.795898
	Iteration 164Q: 3 clusters Score -2.879497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278873 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -28794966.000000 Penalty: 6234.795898
	Iteration 165Q: 3 clusters Score -2.879497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278876 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -28794984.000000 Penalty: 6234.795898
	Iteration 166Q: 3 clusters Score -2.879498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278880 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -28794982.000000 Penalty: 6234.795898
	Iteration 167Q: 3 clusters Score -2.879498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278884 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -28794976.000000 Penalty: 6234.795898
	Iteration 168Q: 3 clusters Score -2.879498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278889 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -28794984.000000 Penalty: 6234.795898
	Iteration 169Q: 3 clusters Score -2.879498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278898 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -28795000.000000 Penalty: 6234.795898
	Iteration 170Q: 3 clusters Score -2.8795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278908 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -28794990.000000 Penalty: 6234.795898
	Iteration 171Q: 3 clusters Score -2.879499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278919 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -28794994.000000 Penalty: 6234.795898
	Iteration 172Q: 3 clusters Score -2.879499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278925 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -28795010.000000 Penalty: 6234.795898
	Iteration 173Q: 3 clusters Score -2.879501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278929 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -28795008.000000 Penalty: 6234.795898
	Iteration 174Q: 3 clusters Score -2.879501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278937 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -28795004.000000 Penalty: 6234.795898
	Iteration 175Q: 3 clusters Score -2.8795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278946 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -28794998.000000 Penalty: 6234.795898
	Iteration 176Q: 3 clusters Score -2.8795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278959 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -28794998.000000 Penalty: 6234.795898
	Iteration 177Q: 3 clusters Score -2.8795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278972 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -28795002.000000 Penalty: 6234.795898
	Iteration 178Q: 3 clusters Score -2.8795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278983 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -28795008.000000 Penalty: 6234.795898
	Iteration 179Q: 3 clusters Score -2.879501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278994 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -28794992.000000 Penalty: 6234.795898
	Iteration 180F: 3 clusters Score -2.879499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279000 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -28795012.000000 Penalty: 6234.795898
	Iteration 181Q: 3 clusters Score -2.879501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279005 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -28795030.000000 Penalty: 6234.795898
	Iteration 182Q: 3 clusters Score -2.879503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279010 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -28795026.000000 Penalty: 6234.795898
	Iteration 183Q: 3 clusters Score -2.879503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279013 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -28795020.000000 Penalty: 6234.795898
	Iteration 184Q: 3 clusters Score -2.879502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279018 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -28795024.000000 Penalty: 6234.795898
	Iteration 185Q: 3 clusters Score -2.879502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279023 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -28795038.000000 Penalty: 6234.795898
	Iteration 186Q: 3 clusters Score -2.879504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279028 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -28795038.000000 Penalty: 6234.795898
	Iteration 187Q: 3 clusters Score -2.879504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279040 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -28795040.000000 Penalty: 6234.795898
	Iteration 188Q: 3 clusters Score -2.879504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279054 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -28795048.000000 Penalty: 6234.795898
	Iteration 189Q: 3 clusters Score -2.879505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279067 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -28795040.000000 Penalty: 6234.795898
	Iteration 190Q: 3 clusters Score -2.879504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279077 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -28795012.000000 Penalty: 6234.795898
	Iteration 191Q: 3 clusters Score -2.879501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279089 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -28795020.000000 Penalty: 6234.795898
	Iteration 192Q: 3 clusters Score -2.879502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279100 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -28795008.000000 Penalty: 6234.795898
	Iteration 193Q: 3 clusters Score -2.879501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279111 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -28794998.000000 Penalty: 6234.795898
	Iteration 194Q: 3 clusters Score -2.8795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279121 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -28794998.000000 Penalty: 6234.795898
	Iteration 195Q: 3 clusters Score -2.8795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279132 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -28795000.000000 Penalty: 6234.795898
	Iteration 196Q: 3 clusters Score -2.8795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279145 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -28795026.000000 Penalty: 6234.795898
	Iteration 197Q: 3 clusters Score -2.879503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279154 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -28795016.000000 Penalty: 6234.795898
	Iteration 198Q: 3 clusters Score -2.879502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279164 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -28795028.000000 Penalty: 6234.795898
	Iteration 199Q: 3 clusters Score -2.879503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279175 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -28795018.000000 Penalty: 6234.795898
	Iteration 200F: 3 clusters Score -2.879502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279183 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -28795016.000000 Penalty: 6234.795898
	Iteration 201Q: 3 clusters Score -2.879502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279192 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -28795022.000000 Penalty: 6234.795898
	Iteration 202Q: 3 clusters Score -2.879502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279200 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -28795030.000000 Penalty: 6234.795898
	Iteration 203Q: 3 clusters Score -2.879503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279211 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -28795026.000000 Penalty: 6234.795898
	Iteration 204Q: 3 clusters Score -2.879503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279223 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -28795022.000000 Penalty: 6234.795898
	Iteration 205Q: 3 clusters Score -2.879502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279230 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -28795022.000000 Penalty: 6234.795898
	Iteration 206Q: 3 clusters Score -2.879502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279238 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -28795030.000000 Penalty: 6234.795898
	Iteration 207Q: 3 clusters Score -2.879503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279245 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -28795034.000000 Penalty: 6234.795898
	Iteration 208Q: 3 clusters Score -2.879503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279252 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -28795038.000000 Penalty: 6234.795898
	Iteration 209Q: 3 clusters Score -2.879504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279263 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -28795022.000000 Penalty: 6234.795898
	Iteration 210Q: 3 clusters Score -2.879502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279270 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -28795020.000000 Penalty: 6234.795898
	Iteration 211Q: 3 clusters Score -2.879502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279277 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -28795022.000000 Penalty: 6234.795898
	Iteration 212Q: 3 clusters Score -2.879502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279285 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -28795034.000000 Penalty: 6234.795898
	Iteration 213Q: 3 clusters Score -2.879503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279294 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -28795026.000000 Penalty: 6234.795898
	Iteration 214Q: 3 clusters Score -2.879503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279306 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -28795038.000000 Penalty: 6234.795898
	Iteration 215Q: 3 clusters Score -2.879504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279312 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -28795034.000000 Penalty: 6234.795898
	Iteration 216Q: 3 clusters Score -2.879503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279321 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -28795054.000000 Penalty: 6234.795898
	Iteration 217Q: 3 clusters Score -2.879505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279329 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -28795062.000000 Penalty: 6234.795898
	Iteration 218Q: 3 clusters Score -2.879506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279340 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -28795058.000000 Penalty: 6234.795898
	Iteration 219Q: 3 clusters Score -2.879506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279350 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -28795058.000000 Penalty: 6234.795898
	Iteration 220F: 3 clusters Score -2.879506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279356 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -28795062.000000 Penalty: 6234.795898
	Iteration 221Q: 3 clusters Score -2.879506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279364 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -28795064.000000 Penalty: 6234.795898
	Iteration 222Q: 3 clusters Score -2.879506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279367 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -28795052.000000 Penalty: 6234.795898
	Iteration 223Q: 3 clusters Score -2.879505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279369 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -28795068.000000 Penalty: 6234.795898
	Iteration 224Q: 3 clusters Score -2.879507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279375 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -28795080.000000 Penalty: 6234.795898
	Iteration 225Q: 3 clusters Score -2.879508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279385 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -28795068.000000 Penalty: 6234.795898
	Iteration 226Q: 3 clusters Score -2.879507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279391 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -28795064.000000 Penalty: 6234.795898
	Iteration 227Q: 3 clusters Score -2.879506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279397 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -28795054.000000 Penalty: 6234.795898
	Iteration 228Q: 3 clusters Score -2.879505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279405 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -28795042.000000 Penalty: 6234.795898
	Iteration 229Q: 3 clusters Score -2.879504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279412 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -28795026.000000 Penalty: 6234.795898
	Iteration 230Q: 3 clusters Score -2.879503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279419 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -28795052.000000 Penalty: 6234.795898
	Iteration 231Q: 3 clusters Score -2.879505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279425 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -28795048.000000 Penalty: 6234.795898
	Iteration 232Q: 3 clusters Score -2.879505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279428 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -28795044.000000 Penalty: 6234.795898
	Iteration 233Q: 3 clusters Score -2.879504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279432 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -28795056.000000 Penalty: 6234.795898
	Iteration 234Q: 3 clusters Score -2.879506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279433 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -28795056.000000 Penalty: 6234.795898
	Iteration 235Q: 3 clusters Score -2.879506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279435 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -28795038.000000 Penalty: 6234.795898
	Iteration 236Q: 3 clusters Score -2.879504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279436 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -28795048.000000 Penalty: 6234.795898
	Iteration 237Q: 3 clusters Score -2.879505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279438 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -28795046.000000 Penalty: 6234.795898
	Iteration 238Q: 3 clusters Score -2.879505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279440 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -28795044.000000 Penalty: 6234.795898
	Iteration 239Q: 3 clusters Score -2.879504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279441 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -28795046.000000 Penalty: 6234.795898
	Iteration 240F: 3 clusters Score -2.879505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279442 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -28795044.000000 Penalty: 6234.795898
	Iteration 241Q: 3 clusters Score -2.879504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279443 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -28795042.000000 Penalty: 6234.795898
	Iteration 242Q: 3 clusters Score -2.879504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279443 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -28795042.000000 Penalty: 6234.795898
	Iteration 243F: 3 clusters Score -2.879504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Entering Unmasked Estep 
Score: -1530552.375000 Penalty: 2398.123047
	Iteration 0F: 2 clusters Score -1530552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1519099.875000 Penalty: 4796.246094
	Iteration 0F: 3 clusters Score -1519100 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1522782.000000 Penalty: 4796.246094
	Iteration 1F: 3 clusters Score -1522782 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1523213.750000 Penalty: 4796.246094
	Iteration 2F: 3 clusters Score -1523214 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1523678.000000 Penalty: 4796.246094
	Iteration 3F: 3 clusters Score -1523678 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1524225.875000 Penalty: 4796.246094
	Iteration 4F: 3 clusters Score -1524226 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1524755.500000 Penalty: 4796.246094
	Iteration 5F: 3 clusters Score -1524756 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1525287.500000 Penalty: 4796.246094
	Iteration 6Q: 3 clusters Score -1525288 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1525853.625000 Penalty: 4796.246094
	Iteration 7F: 3 clusters Score -1525854 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1526329.625000 Penalty: 4796.246094
	Iteration 8Q: 3 clusters Score -1526330 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1526695.375000 Penalty: 4796.246094
	Iteration 9Q: 3 clusters Score -1526695 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1527015.125000 Penalty: 4796.246094
	Iteration 10Q: 3 clusters Score -1527015 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1527245.875000 Penalty: 4796.246094
	Iteration 11Q: 3 clusters Score -1527246 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1527419.250000 Penalty: 4796.246094
	Iteration 12Q: 3 clusters Score -1527419 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1527555.125000 Penalty: 4796.246094
	Iteration 13Q: 3 clusters Score -1527555 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1527681.750000 Penalty: 4796.246094
	Iteration 14Q: 3 clusters Score -1527682 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1527799.875000 Penalty: 4796.246094
	Iteration 15Q: 3 clusters Score -1527800 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1527906.500000 Penalty: 4796.246094
	Iteration 16Q: 3 clusters Score -1527906 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1528001.875000 Penalty: 4796.246094
	Iteration 17Q: 3 clusters Score -1528002 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1528069.125000 Penalty: 4796.246094
	Iteration 18Q: 3 clusters Score -1528069 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1528123.375000 Penalty: 4796.246094
	Iteration 19Q: 3 clusters Score -1528123 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1528163.875000 Penalty: 4796.246094
	Iteration 20F: 3 clusters Score -1528164 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1528205.000000 Penalty: 4796.246094
	Iteration 21Q: 3 clusters Score -1528205 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1528237.250000 Penalty: 4796.246094
	Iteration 22Q: 3 clusters Score -1528237 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1528264.375000 Penalty: 4796.246094
	Iteration 23Q: 3 clusters Score -1528264 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1528277.250000 Penalty: 4796.246094
	Iteration 24Q: 3 clusters Score -1528277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1528293.500000 Penalty: 4796.246094
	Iteration 25Q: 3 clusters Score -1528294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1528305.500000 Penalty: 4796.246094
	Iteration 26Q: 3 clusters Score -1528306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1528317.125000 Penalty: 4796.246094
	Iteration 27Q: 3 clusters Score -1528317 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1528327.750000 Penalty: 4796.246094
	Iteration 28Q: 3 clusters Score -1528328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1528333.500000 Penalty: 4796.246094
	Iteration 29Q: 3 clusters Score -1528334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1528339.125000 Penalty: 4796.246094
	Iteration 30Q: 3 clusters Score -1528339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1528348.875000 Penalty: 4796.246094
	Iteration 31Q: 3 clusters Score -1528349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1528351.625000 Penalty: 4796.246094
	Iteration 32Q: 3 clusters Score -1528352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1528356.750000 Penalty: 4796.246094
	Iteration 33Q: 3 clusters Score -1528357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1528363.875000 Penalty: 4796.246094
	Iteration 34Q: 3 clusters Score -1528364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1528365.875000 Penalty: 4796.246094
	Iteration 35Q: 3 clusters Score -1528366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1528370.125000 Penalty: 4796.246094
	Iteration 36Q: 3 clusters Score -1528370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1528369.125000 Penalty: 4796.246094
	Iteration 37Q: 3 clusters Score -1528369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1528372.750000 Penalty: 4796.246094
	Iteration 38Q: 3 clusters Score -1528373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1528373.875000 Penalty: 4796.246094
	Iteration 39Q: 3 clusters Score -1528374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1528369.500000 Penalty: 4796.246094
	Iteration 40F: 3 clusters Score -1528370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1528371.500000 Penalty: 4796.246094
	Iteration 41Q: 3 clusters Score -1528372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1528375.625000 Penalty: 4796.246094
	Iteration 42Q: 3 clusters Score -1528376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1528374.000000 Penalty: 4796.246094
	Iteration 43Q: 3 clusters Score -1528374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1528374.125000 Penalty: 4796.246094
	Iteration 44Q: 3 clusters Score -1528374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1528371.875000 Penalty: 4796.246094
	Iteration 45Q: 3 clusters Score -1528372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1528374.750000 Penalty: 4796.246094
	Iteration 46Q: 3 clusters Score -1528375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1528379.125000 Penalty: 4796.246094
	Iteration 47Q: 3 clusters Score -1528379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1528379.375000 Penalty: 4796.246094
	Iteration 48Q: 3 clusters Score -1528379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1528380.375000 Penalty: 4796.246094
	Iteration 49Q: 3 clusters Score -1528380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1528380.500000 Penalty: 4796.246094
	Iteration 50Q: 3 clusters Score -1528380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1528381.125000 Penalty: 4796.246094
	Iteration 51Q: 3 clusters Score -1528381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1528380.500000 Penalty: 4796.246094
	Iteration 52Q: 3 clusters Score -1528380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1528387.000000 Penalty: 4796.246094
	Iteration 53Q: 3 clusters Score -1528387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1528388.125000 Penalty: 4796.246094
	Iteration 54Q: 3 clusters Score -1528388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1528385.500000 Penalty: 4796.246094
	Iteration 55Q: 3 clusters Score -1528386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1528387.125000 Penalty: 4796.246094
	Iteration 56Q: 3 clusters Score -1528387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1528388.750000 Penalty: 4796.246094
	Iteration 57Q: 3 clusters Score -1528389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1528388.375000 Penalty: 4796.246094
	Iteration 58Q: 3 clusters Score -1528388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1528388.875000 Penalty: 4796.246094
	Iteration 59Q: 3 clusters Score -1528389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1528390.500000 Penalty: 4796.246094
	Iteration 60F: 3 clusters Score -1528390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1528390.875000 Penalty: 4796.246094
	Iteration 61Q: 3 clusters Score -1528391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1528395.375000 Penalty: 4796.246094
	Iteration 62Q: 3 clusters Score -1528395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1528396.875000 Penalty: 4796.246094
	Iteration 63Q: 3 clusters Score -1528397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1528392.625000 Penalty: 4796.246094
	Iteration 64Q: 3 clusters Score -1528393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1528394.875000 Penalty: 4796.246094
	Iteration 65Q: 3 clusters Score -1528395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1528393.500000 Penalty: 4796.246094
	Iteration 66Q: 3 clusters Score -1528394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1528393.500000 Penalty: 4796.246094
	Iteration 67F: 3 clusters Score -1528394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Entering Unmasked Estep 
Score: -1602963.500000 Penalty: 2408.146240
	Iteration 0F: 2 clusters Score -1602964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1591109.875000 Penalty: 4816.292480
	Iteration 0F: 3 clusters Score -1591110 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1595174.250000 Penalty: 4816.292480
	Iteration 1F: 3 clusters Score -1595174 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1595833.625000 Penalty: 4816.292480
	Iteration 2F: 3 clusters Score -1595834 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1596490.875000 Penalty: 4816.292480
	Iteration 3F: 3 clusters Score -1596491 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1597043.250000 Penalty: 4816.292480
	Iteration 4F: 3 clusters Score -1597043 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1597494.000000 Penalty: 4816.292480
	Iteration 5F: 3 clusters Score -1597494 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1597846.750000 Penalty: 4816.292480
	Iteration 6Q: 3 clusters Score -1597847 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1598127.750000 Penalty: 4816.292480
	Iteration 7Q: 3 clusters Score -1598128 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1598362.875000 Penalty: 4816.292480
	Iteration 8Q: 3 clusters Score -1598363 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1598609.625000 Penalty: 4816.292480
	Iteration 9Q: 3 clusters Score -1598610 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1598846.125000 Penalty: 4816.292480
	Iteration 10Q: 3 clusters Score -1598846 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1599096.875000 Penalty: 4816.292480
	Iteration 11Q: 3 clusters Score -1599097 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1599342.375000 Penalty: 4816.292480
	Iteration 12Q: 3 clusters Score -1599342 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1599591.125000 Penalty: 4816.292480
	Iteration 13Q: 3 clusters Score -1599591 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1599836.500000 Penalty: 4816.292480
	Iteration 14Q: 3 clusters Score -1599836 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1600064.875000 Penalty: 4816.292480
	Iteration 15Q: 3 clusters Score -1600065 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1600309.000000 Penalty: 4816.292480
	Iteration 16Q: 3 clusters Score -1600309 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1600568.750000 Penalty: 4816.292480
	Iteration 17Q: 3 clusters Score -1600569 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1600820.375000 Penalty: 4816.292480
	Iteration 18Q: 3 clusters Score -1600820 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1601093.500000 Penalty: 4816.292480
	Iteration 19Q: 3 clusters Score -1601094 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1601370.125000 Penalty: 4816.292480
	Iteration 20F: 3 clusters Score -1601370 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1601655.500000 Penalty: 4816.292480
	Iteration 21Q: 3 clusters Score -1601656 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1601929.125000 Penalty: 4816.292480
	Iteration 22Q: 3 clusters Score -1601929 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1602183.625000 Penalty: 4816.292480
	Iteration 23Q: 3 clusters Score -1602184 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1602360.250000 Penalty: 4816.292480
	Iteration 24Q: 3 clusters Score -1602360 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1602493.875000 Penalty: 4816.292480
	Iteration 25Q: 3 clusters Score -1602494 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1602619.000000 Penalty: 4816.292480
	Iteration 26Q: 3 clusters Score -1602619 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1602741.250000 Penalty: 4816.292480
	Iteration 27Q: 3 clusters Score -1602741 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1602790.875000 Penalty: 4816.292480
	Iteration 28Q: 3 clusters Score -1602791 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1602827.250000 Penalty: 4816.292480
	Iteration 29Q: 3 clusters Score -1602827 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1602850.375000 Penalty: 4816.292480
	Iteration 30Q: 3 clusters Score -1602850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1602873.000000 Penalty: 4816.292480
	Iteration 31Q: 3 clusters Score -1602873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1602879.500000 Penalty: 4816.292480
	Iteration 32Q: 3 clusters Score -1602880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1602890.750000 Penalty: 4816.292480
	Iteration 33Q: 3 clusters Score -1602891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1602894.500000 Penalty: 4816.292480
	Iteration 34Q: 3 clusters Score -1602894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1602901.375000 Penalty: 4816.292480
	Iteration 35Q: 3 clusters Score -1602901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1602908.000000 Penalty: 4816.292480
	Iteration 36Q: 3 clusters Score -1602908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1602909.000000 Penalty: 4816.292480
	Iteration 37Q: 3 clusters Score -1602909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1602908.500000 Penalty: 4816.292480
	Iteration 38Q: 3 clusters Score -1602908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1602911.000000 Penalty: 4816.292480
	Iteration 39Q: 3 clusters Score -1602911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1602914.000000 Penalty: 4816.292480
	Iteration 40F: 3 clusters Score -1602914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1602915.000000 Penalty: 4816.292480
	Iteration 41Q: 3 clusters Score -1602915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1602918.000000 Penalty: 4816.292480
	Iteration 42Q: 3 clusters Score -1602918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1602921.125000 Penalty: 4816.292480
	Iteration 43Q: 3 clusters Score -1602921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1602921.250000 Penalty: 4816.292480
	Iteration 44Q: 3 clusters Score -1602921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1602921.625000 Penalty: 4816.292480
	Iteration 45Q: 3 clusters Score -1602922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1602923.375000 Penalty: 4816.292480
	Iteration 46Q: 3 clusters Score -1602923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1602923.375000 Penalty: 4816.292480
	Iteration 47F: 3 clusters Score -1602923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Entering Unmasked Estep 
Score: -900656.812500 Penalty: 2257.676514
	Iteration 0F: 2 clusters Score -900656.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -893563.187500 Penalty: 4515.353027
	Iteration 0F: 3 clusters Score -893563.2 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -895607.562500 Penalty: 4515.353027
	Iteration 1F: 3 clusters Score -895607.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -895940.625000 Penalty: 4515.353027
	Iteration 2F: 3 clusters Score -895940.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -896217.500000 Penalty: 4515.353027
	Iteration 3F: 3 clusters Score -896217.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -896434.812500 Penalty: 4515.353027
	Iteration 4Q: 3 clusters Score -896434.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -896605.375000 Penalty: 4515.353027
	Iteration 5Q: 3 clusters Score -896605.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -896764.750000 Penalty: 4515.353027
	Iteration 6Q: 3 clusters Score -896764.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -896894.812500 Penalty: 4515.353027
	Iteration 7Q: 3 clusters Score -896894.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -897003.062500 Penalty: 4515.353027
	Iteration 8Q: 3 clusters Score -897003.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -897115.937500 Penalty: 4515.353027
	Iteration 9Q: 3 clusters Score -897115.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -897220.812500 Penalty: 4515.353027
	Iteration 10Q: 3 clusters Score -897220.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -897319.437500 Penalty: 4515.353027
	Iteration 11Q: 3 clusters Score -897319.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -897404.937500 Penalty: 4515.353027
	Iteration 12Q: 3 clusters Score -897404.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -897461.187500 Penalty: 4515.353027
	Iteration 13Q: 3 clusters Score -897461.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -897514.875000 Penalty: 4515.353027
	Iteration 14Q: 3 clusters Score -897514.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -897555.562500 Penalty: 4515.353027
	Iteration 15Q: 3 clusters Score -897555.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -897588.875000 Penalty: 4515.353027
	Iteration 16Q: 3 clusters Score -897588.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -897619.187500 Penalty: 4515.353027
	Iteration 17Q: 3 clusters Score -897619.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -897649.875000 Penalty: 4515.353027
	Iteration 18Q: 3 clusters Score -897649.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -897676.062500 Penalty: 4515.353027
	Iteration 19Q: 3 clusters Score -897676.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -897708.250000 Penalty: 4515.353027
	Iteration 20F: 3 clusters Score -897708.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -897739.500000 Penalty: 4515.353027
	Iteration 21Q: 3 clusters Score -897739.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -897762.875000 Penalty: 4515.353027
	Iteration 22Q: 3 clusters Score -897762.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -897789.937500 Penalty: 4515.353027
	Iteration 23Q: 3 clusters Score -897789.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -897816.000000 Penalty: 4515.353027
	Iteration 24Q: 3 clusters Score -897816 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -897839.375000 Penalty: 4515.353027
	Iteration 25Q: 3 clusters Score -897839.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -897861.812500 Penalty: 4515.353027
	Iteration 26Q: 3 clusters Score -897861.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -897883.125000 Penalty: 4515.353027
	Iteration 27Q: 3 clusters Score -897883.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -897898.875000 Penalty: 4515.353027
	Iteration 28Q: 3 clusters Score -897898.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -897915.250000 Penalty: 4515.353027
	Iteration 29Q: 3 clusters Score -897915.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -897926.437500 Penalty: 4515.353027
	Iteration 30Q: 3 clusters Score -897926.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -897939.000000 Penalty: 4515.353027
	Iteration 31Q: 3 clusters Score -897939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -897948.562500 Penalty: 4515.353027
	Iteration 32Q: 3 clusters Score -897948.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -897959.687500 Penalty: 4515.353027
	Iteration 33Q: 3 clusters Score -897959.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -897970.562500 Penalty: 4515.353027
	Iteration 34Q: 3 clusters Score -897970.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -897987.000000 Penalty: 4515.353027
	Iteration 35Q: 3 clusters Score -897987 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -897996.375000 Penalty: 4515.353027
	Iteration 36Q: 3 clusters Score -897996.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -898004.687500 Penalty: 4515.353027
	Iteration 37Q: 3 clusters Score -898004.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -898015.375000 Penalty: 4515.353027
	Iteration 38Q: 3 clusters Score -898015.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -898022.062500 Penalty: 4515.353027
	Iteration 39Q: 3 clusters Score -898022.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -898030.000000 Penalty: 4515.353027
	Iteration 40F: 3 clusters Score -898030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -898042.375000 Penalty: 4515.353027
	Iteration 41Q: 3 clusters Score -898042.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -898055.312500 Penalty: 4515.353027
	Iteration 42Q: 3 clusters Score -898055.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -898065.750000 Penalty: 4515.353027
	Iteration 43Q: 3 clusters Score -898065.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -898077.937500 Penalty: 4515.353027
	Iteration 44Q: 3 clusters Score -898077.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -898089.625000 Penalty: 4515.353027
	Iteration 45Q: 3 clusters Score -898089.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -898104.000000 Penalty: 4515.353027
	Iteration 46Q: 3 clusters Score -898104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -898113.062500 Penalty: 4515.353027
	Iteration 47Q: 3 clusters Score -898113.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -898124.000000 Penalty: 4515.353027
	Iteration 48Q: 3 clusters Score -898124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -898136.937500 Penalty: 4515.353027
	Iteration 49Q: 3 clusters Score -898136.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -898144.500000 Penalty: 4515.353027
	Iteration 50Q: 3 clusters Score -898144.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -898153.312500 Penalty: 4515.353027
	Iteration 51Q: 3 clusters Score -898153.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -898161.687500 Penalty: 4515.353027
	Iteration 52Q: 3 clusters Score -898161.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -898169.687500 Penalty: 4515.353027
	Iteration 53Q: 3 clusters Score -898169.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -898180.250000 Penalty: 4515.353027
	Iteration 54Q: 3 clusters Score -898180.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -898192.375000 Penalty: 4515.353027
	Iteration 55Q: 3 clusters Score -898192.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -898199.062500 Penalty: 4515.353027
	Iteration 56Q: 3 clusters Score -898199.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -898209.625000 Penalty: 4515.353027
	Iteration 57Q: 3 clusters Score -898209.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -898219.437500 Penalty: 4515.353027
	Iteration 58Q: 3 clusters Score -898219.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -898232.125000 Penalty: 4515.353027
	Iteration 59Q: 3 clusters Score -898232.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -898240.375000 Penalty: 4515.353027
	Iteration 60F: 3 clusters Score -898240.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -898257.312500 Penalty: 4515.353027
	Iteration 61Q: 3 clusters Score -898257.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -898274.000000 Penalty: 4515.353027
	Iteration 62Q: 3 clusters Score -898274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -898296.000000 Penalty: 4515.353027
	Iteration 63Q: 3 clusters Score -898296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -898322.187500 Penalty: 4515.353027
	Iteration 64Q: 3 clusters Score -898322.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -898340.937500 Penalty: 4515.353027
	Iteration 65Q: 3 clusters Score -898340.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -898362.937500 Penalty: 4515.353027
	Iteration 66Q: 3 clusters Score -898362.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -898388.375000 Penalty: 4515.353027
	Iteration 67Q: 3 clusters Score -898388.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -898412.312500 Penalty: 4515.353027
	Iteration 68Q: 3 clusters Score -898412.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -898440.062500 Penalty: 4515.353027
	Iteration 69Q: 3 clusters Score -898440.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -898470.750000 Penalty: 4515.353027
	Iteration 70Q: 3 clusters Score -898470.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -898504.750000 Penalty: 4515.353027
	Iteration 71Q: 3 clusters Score -898504.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -898536.250000 Penalty: 4515.353027
	Iteration 72Q: 3 clusters Score -898536.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -898570.062500 Penalty: 4515.353027
	Iteration 73Q: 3 clusters Score -898570.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -898607.687500 Penalty: 4515.353027
	Iteration 74Q: 3 clusters Score -898607.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -898648.687500 Penalty: 4515.353027
	Iteration 75Q: 3 clusters Score -898648.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -898694.312500 Penalty: 4515.353027
	Iteration 76Q: 3 clusters Score -898694.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -898741.687500 Penalty: 4515.353027
	Iteration 77Q: 3 clusters Score -898741.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -898769.875000 Penalty: 4515.353027
	Iteration 78Q: 3 clusters Score -898769.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -898791.187500 Penalty: 4515.353027
	Iteration 79Q: 3 clusters Score -898791.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -898802.812500 Penalty: 4515.353027
	Iteration 80F: 3 clusters Score -898802.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -898815.937500 Penalty: 4515.353027
	Iteration 81Q: 3 clusters Score -898815.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -898833.125000 Penalty: 4515.353027
	Iteration 82Q: 3 clusters Score -898833.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -898842.562500 Penalty: 4515.353027
	Iteration 83Q: 3 clusters Score -898842.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -898849.875000 Penalty: 4515.353027
	Iteration 84Q: 3 clusters Score -898849.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -898855.250000 Penalty: 4515.353027
	Iteration 85Q: 3 clusters Score -898855.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -898856.687500 Penalty: 4515.353027
	Iteration 86Q: 3 clusters Score -898856.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -898864.562500 Penalty: 4515.353027
	Iteration 87Q: 3 clusters Score -898864.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -898868.000000 Penalty: 4515.353027
	Iteration 88Q: 3 clusters Score -898868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -898871.500000 Penalty: 4515.353027
	Iteration 89Q: 3 clusters Score -898871.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -898872.312500 Penalty: 4515.353027
	Iteration 90Q: 3 clusters Score -898872.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -898871.875000 Penalty: 4515.353027
	Iteration 91Q: 3 clusters Score -898871.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -898873.687500 Penalty: 4515.353027
	Iteration 92Q: 3 clusters Score -898873.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -898873.500000 Penalty: 4515.353027
	Iteration 93Q: 3 clusters Score -898873.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -898877.562500 Penalty: 4515.353027
	Iteration 94Q: 3 clusters Score -898877.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -898883.625000 Penalty: 4515.353027
	Iteration 95Q: 3 clusters Score -898883.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -898882.625000 Penalty: 4515.353027
	Iteration 96Q: 3 clusters Score -898882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -898884.250000 Penalty: 4515.353027
	Iteration 97Q: 3 clusters Score -898884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -898885.000000 Penalty: 4515.353027
	Iteration 98Q: 3 clusters Score -898885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -898884.187500 Penalty: 4515.353027
	Iteration 99Q: 3 clusters Score -898884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -898886.000000 Penalty: 4515.353027
	Iteration 100F: 3 clusters Score -898886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -898886.562500 Penalty: 4515.353027
	Iteration 101Q: 3 clusters Score -898886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -898889.250000 Penalty: 4515.353027
	Iteration 102Q: 3 clusters Score -898889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -898891.437500 Penalty: 4515.353027
	Iteration 103Q: 3 clusters Score -898891.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -898890.937500 Penalty: 4515.353027
	Iteration 104Q: 3 clusters Score -898890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -898891.750000 Penalty: 4515.353027
	Iteration 105Q: 3 clusters Score -898891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -898893.562500 Penalty: 4515.353027
	Iteration 106Q: 3 clusters Score -898893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -898896.875000 Penalty: 4515.353027
	Iteration 107Q: 3 clusters Score -898896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -898899.562500 Penalty: 4515.353027
	Iteration 108Q: 3 clusters Score -898899.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -898899.687500 Penalty: 4515.353027
	Iteration 109Q: 3 clusters Score -898899.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -898901.125000 Penalty: 4515.353027
	Iteration 110Q: 3 clusters Score -898901.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -898902.250000 Penalty: 4515.353027
	Iteration 111Q: 3 clusters Score -898902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -898902.875000 Penalty: 4515.353027
	Iteration 112Q: 3 clusters Score -898902.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -898908.062500 Penalty: 4515.353027
	Iteration 113Q: 3 clusters Score -898908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -898909.000000 Penalty: 4515.353027
	Iteration 114Q: 3 clusters Score -898909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -898909.000000 Penalty: 4515.353027
	Iteration 115F: 3 clusters Score -898909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67200 members 
Entering Unmasked Estep 
Score: -6741171.500000 Penalty: 2756.626465
	Iteration 0F: 2 clusters Score -6741172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -6696327.500000 Penalty: 5513.252930
	Iteration 0F: 3 clusters Score -6696328 nChanged 31332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -6713863.000000 Penalty: 5513.252930
	Iteration 1F: 3 clusters Score -6713863 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -6715262.000000 Penalty: 5513.252930
	Iteration 2Q: 3 clusters Score -6715262 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6717771.000000 Penalty: 5513.252930
	Iteration 3F: 3 clusters Score -6717771 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -6721823.500000 Penalty: 5513.252930
	Iteration 4F: 3 clusters Score -6721824 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -6727243.000000 Penalty: 5513.252930
	Iteration 5F: 3 clusters Score -6727243 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -6732465.000000 Penalty: 5513.252930
	Iteration 6F: 3 clusters Score -6732465 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -6736331.500000 Penalty: 5513.252930
	Iteration 7F: 3 clusters Score -6736332 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -6738626.000000 Penalty: 5513.252930
	Iteration 8Q: 3 clusters Score -6738626 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -6739484.500000 Penalty: 5513.252930
	Iteration 9Q: 3 clusters Score -6739484 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63399 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -6739732.000000 Penalty: 5513.252930
	Iteration 10Q: 3 clusters Score -6739732 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -6739839.500000 Penalty: 5513.252930
	Iteration 11Q: 3 clusters Score -6739840 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -6739931.000000 Penalty: 5513.252930
	Iteration 12Q: 3 clusters Score -6739931 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -6739958.000000 Penalty: 5513.252930
	Iteration 13Q: 3 clusters Score -6739958 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -6740007.500000 Penalty: 5513.252930
	Iteration 14Q: 3 clusters Score -6740008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -6740035.000000 Penalty: 5513.252930
	Iteration 15Q: 3 clusters Score -6740035 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -6740047.000000 Penalty: 5513.252930
	Iteration 16Q: 3 clusters Score -6740047 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -6740058.000000 Penalty: 5513.252930
	Iteration 17Q: 3 clusters Score -6740058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -6740053.500000 Penalty: 5513.252930
	Iteration 18Q: 3 clusters Score -6740054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -6740070.500000 Penalty: 5513.252930
	Iteration 19Q: 3 clusters Score -6740070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -6740063.500000 Penalty: 5513.252930
	Iteration 20F: 3 clusters Score -6740064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -6740070.500000 Penalty: 5513.252930
	Iteration 21Q: 3 clusters Score -6740070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -6740074.500000 Penalty: 5513.252930
	Iteration 22Q: 3 clusters Score -6740074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -6740075.000000 Penalty: 5513.252930
	Iteration 23Q: 3 clusters Score -6740075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -6740090.500000 Penalty: 5513.252930
	Iteration 24Q: 3 clusters Score -6740090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -6740086.500000 Penalty: 5513.252930
	Iteration 25Q: 3 clusters Score -6740086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6740094.500000 Penalty: 5513.252930
	Iteration 26Q: 3 clusters Score -6740094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -6740099.000000 Penalty: 5513.252930
	Iteration 27Q: 3 clusters Score -6740099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -6740099.000000 Penalty: 5513.252930
	Iteration 28Q: 3 clusters Score -6740099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6740116.000000 Penalty: 5513.252930
	Iteration 29Q: 3 clusters Score -6740116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6740120.000000 Penalty: 5513.252930
	Iteration 30Q: 3 clusters Score -6740120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -6740118.500000 Penalty: 5513.252930
	Iteration 31Q: 3 clusters Score -6740118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -6740114.000000 Penalty: 5513.252930
	Iteration 32Q: 3 clusters Score -6740114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -6740114.000000 Penalty: 5513.252930
	Iteration 33Q: 3 clusters Score -6740114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -6740110.500000 Penalty: 5513.252930
	Iteration 34Q: 3 clusters Score -6740110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6740113.000000 Penalty: 5513.252930
	Iteration 35Q: 3 clusters Score -6740113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6740126.000000 Penalty: 5513.252930
	Iteration 36Q: 3 clusters Score -6740126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -6740128.500000 Penalty: 5513.252930
	Iteration 37Q: 3 clusters Score -6740128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -6740130.000000 Penalty: 5513.252930
	Iteration 38Q: 3 clusters Score -6740130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -6740135.500000 Penalty: 5513.252930
	Iteration 39Q: 3 clusters Score -6740136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -6740137.500000 Penalty: 5513.252930
	Iteration 40F: 3 clusters Score -6740138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64164 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -6740138.000000 Penalty: 5513.252930
	Iteration 41Q: 3 clusters Score -6740138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -6740135.500000 Penalty: 5513.252930
	Iteration 42Q: 3 clusters Score -6740136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64166 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -6740132.000000 Penalty: 5513.252930
	Iteration 43Q: 3 clusters Score -6740132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -6740128.500000 Penalty: 5513.252930
	Iteration 44Q: 3 clusters Score -6740128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -6740121.000000 Penalty: 5513.252930
	Iteration 45Q: 3 clusters Score -6740121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6740123.500000 Penalty: 5513.252930
	Iteration 46Q: 3 clusters Score -6740124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6740123.500000 Penalty: 5513.252930
	Iteration 47Q: 3 clusters Score -6740124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -6740128.000000 Penalty: 5513.252930
	Iteration 48Q: 3 clusters Score -6740128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -6740131.500000 Penalty: 5513.252930
	Iteration 49Q: 3 clusters Score -6740132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64189 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -6740135.500000 Penalty: 5513.252930
	Iteration 50Q: 3 clusters Score -6740136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -6740133.000000 Penalty: 5513.252930
	Iteration 51Q: 3 clusters Score -6740133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64195 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6740127.000000 Penalty: 5513.252930
	Iteration 52Q: 3 clusters Score -6740127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64198 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6740126.000000 Penalty: 5513.252930
	Iteration 53Q: 3 clusters Score -6740126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -6740125.500000 Penalty: 5513.252930
	Iteration 54Q: 3 clusters Score -6740126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6740132.500000 Penalty: 5513.252930
	Iteration 55Q: 3 clusters Score -6740132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6740129.500000 Penalty: 5513.252930
	Iteration 56Q: 3 clusters Score -6740130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6740132.500000 Penalty: 5513.252930
	Iteration 57Q: 3 clusters Score -6740132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6740136.000000 Penalty: 5513.252930
	Iteration 58Q: 3 clusters Score -6740136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6740136.000000 Penalty: 5513.252930
	Iteration 59F: 3 clusters Score -6740136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Entering Unmasked Estep 
Score: -4228403.000000 Penalty: 2645.010986
	Iteration 0F: 2 clusters Score -4228403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -4199579.000000 Penalty: 5290.021973
	Iteration 0F: 3 clusters Score -4199579 nChanged 19747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4210533.500000 Penalty: 5290.021973
	Iteration 1F: 3 clusters Score -4210534 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -4211146.000000 Penalty: 5290.021973
	Iteration 2Q: 3 clusters Score -4211146 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -4211806.000000 Penalty: 5290.021973
	Iteration 3Q: 3 clusters Score -4211806 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -4212535.000000 Penalty: 5290.021973
	Iteration 4Q: 3 clusters Score -4212535 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -4213356.000000 Penalty: 5290.021973
	Iteration 5Q: 3 clusters Score -4213356 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -4214375.500000 Penalty: 5290.021973
	Iteration 6Q: 3 clusters Score -4214376 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -4215619.500000 Penalty: 5290.021973
	Iteration 7F: 3 clusters Score -4215620 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -4217111.500000 Penalty: 5290.021973
	Iteration 8F: 3 clusters Score -4217112 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -4218830.000000 Penalty: 5290.021973
	Iteration 9F: 3 clusters Score -4218830 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -4220664.500000 Penalty: 5290.021973
	Iteration 10F: 3 clusters Score -4220664 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -4221924.500000 Penalty: 5290.021973
	Iteration 11Q: 3 clusters Score -4221924 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -4222717.000000 Penalty: 5290.021973
	Iteration 12Q: 3 clusters Score -4222717 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4223193.500000 Penalty: 5290.021973
	Iteration 13Q: 3 clusters Score -4223194 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -4223557.000000 Penalty: 5290.021973
	Iteration 14Q: 3 clusters Score -4223557 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -4223911.500000 Penalty: 5290.021973
	Iteration 15Q: 3 clusters Score -4223912 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4224211.500000 Penalty: 5290.021973
	Iteration 16Q: 3 clusters Score -4224212 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -4224481.000000 Penalty: 5290.021973
	Iteration 17Q: 3 clusters Score -4224481 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4224688.000000 Penalty: 5290.021973
	Iteration 18Q: 3 clusters Score -4224688 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4224874.000000 Penalty: 5290.021973
	Iteration 19Q: 3 clusters Score -4224874 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -4224996.500000 Penalty: 5290.021973
	Iteration 20F: 3 clusters Score -4224996 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -4225127.000000 Penalty: 5290.021973
	Iteration 21Q: 3 clusters Score -4225127 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4225207.000000 Penalty: 5290.021973
	Iteration 22Q: 3 clusters Score -4225207 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -4225268.000000 Penalty: 5290.021973
	Iteration 23Q: 3 clusters Score -4225268 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -4225303.000000 Penalty: 5290.021973
	Iteration 24Q: 3 clusters Score -4225303 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -4225347.500000 Penalty: 5290.021973
	Iteration 25Q: 3 clusters Score -4225348 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -4225387.000000 Penalty: 5290.021973
	Iteration 26Q: 3 clusters Score -4225387 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -4225416.000000 Penalty: 5290.021973
	Iteration 27Q: 3 clusters Score -4225416 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4225435.000000 Penalty: 5290.021973
	Iteration 28Q: 3 clusters Score -4225435 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -4225455.000000 Penalty: 5290.021973
	Iteration 29Q: 3 clusters Score -4225455 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4225476.500000 Penalty: 5290.021973
	Iteration 30Q: 3 clusters Score -4225476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -4225473.500000 Penalty: 5290.021973
	Iteration 31Q: 3 clusters Score -4225474 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -4225490.500000 Penalty: 5290.021973
	Iteration 32Q: 3 clusters Score -4225490 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -4225502.500000 Penalty: 5290.021973
	Iteration 33Q: 3 clusters Score -4225502 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -4225519.000000 Penalty: 5290.021973
	Iteration 34Q: 3 clusters Score -4225519 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -4225525.500000 Penalty: 5290.021973
	Iteration 35Q: 3 clusters Score -4225526 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -4225543.500000 Penalty: 5290.021973
	Iteration 36Q: 3 clusters Score -4225544 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4225561.000000 Penalty: 5290.021973
	Iteration 37Q: 3 clusters Score -4225561 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -4225577.000000 Penalty: 5290.021973
	Iteration 38Q: 3 clusters Score -4225577 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -4225595.500000 Penalty: 5290.021973
	Iteration 39Q: 3 clusters Score -4225596 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4225600.500000 Penalty: 5290.021973
	Iteration 40F: 3 clusters Score -4225600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -4225610.500000 Penalty: 5290.021973
	Iteration 41Q: 3 clusters Score -4225610 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -4225623.500000 Penalty: 5290.021973
	Iteration 42Q: 3 clusters Score -4225624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4225632.500000 Penalty: 5290.021973
	Iteration 43Q: 3 clusters Score -4225632 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4225648.500000 Penalty: 5290.021973
	Iteration 44Q: 3 clusters Score -4225648 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -4225668.000000 Penalty: 5290.021973
	Iteration 45Q: 3 clusters Score -4225668 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -4225670.500000 Penalty: 5290.021973
	Iteration 46Q: 3 clusters Score -4225670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4225681.500000 Penalty: 5290.021973
	Iteration 47Q: 3 clusters Score -4225682 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -4225692.500000 Penalty: 5290.021973
	Iteration 48Q: 3 clusters Score -4225692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4225707.500000 Penalty: 5290.021973
	Iteration 49Q: 3 clusters Score -4225708 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4225713.000000 Penalty: 5290.021973
	Iteration 50Q: 3 clusters Score -4225713 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -4225723.000000 Penalty: 5290.021973
	Iteration 51Q: 3 clusters Score -4225723 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -4225737.000000 Penalty: 5290.021973
	Iteration 52Q: 3 clusters Score -4225737 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -4225753.000000 Penalty: 5290.021973
	Iteration 53Q: 3 clusters Score -4225753 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -4225778.500000 Penalty: 5290.021973
	Iteration 54Q: 3 clusters Score -4225778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -4225802.000000 Penalty: 5290.021973
	Iteration 55Q: 3 clusters Score -4225802 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -4225820.000000 Penalty: 5290.021973
	Iteration 56Q: 3 clusters Score -4225820 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -4225826.500000 Penalty: 5290.021973
	Iteration 57Q: 3 clusters Score -4225826 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -4225842.500000 Penalty: 5290.021973
	Iteration 58Q: 3 clusters Score -4225842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -4225855.500000 Penalty: 5290.021973
	Iteration 59Q: 3 clusters Score -4225856 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -4225870.000000 Penalty: 5290.021973
	Iteration 60F: 3 clusters Score -4225870 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -4225888.500000 Penalty: 5290.021973
	Iteration 61Q: 3 clusters Score -4225888 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -4225908.000000 Penalty: 5290.021973
	Iteration 62Q: 3 clusters Score -4225908 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4225918.000000 Penalty: 5290.021973
	Iteration 63Q: 3 clusters Score -4225918 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -4225949.500000 Penalty: 5290.021973
	Iteration 64Q: 3 clusters Score -4225950 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -4225968.500000 Penalty: 5290.021973
	Iteration 65Q: 3 clusters Score -4225968 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -4225998.000000 Penalty: 5290.021973
	Iteration 66Q: 3 clusters Score -4225998 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4226023.500000 Penalty: 5290.021973
	Iteration 67Q: 3 clusters Score -4226024 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -4226055.000000 Penalty: 5290.021973
	Iteration 68Q: 3 clusters Score -4226055 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -4226107.000000 Penalty: 5290.021973
	Iteration 69Q: 3 clusters Score -4226107 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -4226125.000000 Penalty: 5290.021973
	Iteration 70Q: 3 clusters Score -4226125 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -4226180.000000 Penalty: 5290.021973
	Iteration 71Q: 3 clusters Score -4226180 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -4226205.000000 Penalty: 5290.021973
	Iteration 72Q: 3 clusters Score -4226205 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -4226220.500000 Penalty: 5290.021973
	Iteration 73Q: 3 clusters Score -4226220 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -4226247.500000 Penalty: 5290.021973
	Iteration 74Q: 3 clusters Score -4226248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -4226269.000000 Penalty: 5290.021973
	Iteration 75Q: 3 clusters Score -4226269 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -4226294.000000 Penalty: 5290.021973
	Iteration 76Q: 3 clusters Score -4226294 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -4226307.000000 Penalty: 5290.021973
	Iteration 77Q: 3 clusters Score -4226307 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -4226335.500000 Penalty: 5290.021973
	Iteration 78Q: 3 clusters Score -4226336 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -4226350.000000 Penalty: 5290.021973
	Iteration 79Q: 3 clusters Score -4226350 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -4226374.000000 Penalty: 5290.021973
	Iteration 80F: 3 clusters Score -4226374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -4226390.500000 Penalty: 5290.021973
	Iteration 81Q: 3 clusters Score -4226390 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -4226409.000000 Penalty: 5290.021973
	Iteration 82Q: 3 clusters Score -4226409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -4226411.000000 Penalty: 5290.021973
	Iteration 83Q: 3 clusters Score -4226411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -4226432.500000 Penalty: 5290.021973
	Iteration 84Q: 3 clusters Score -4226432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -4226432.000000 Penalty: 5290.021973
	Iteration 85Q: 3 clusters Score -4226432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -4226441.500000 Penalty: 5290.021973
	Iteration 86Q: 3 clusters Score -4226442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -4226442.500000 Penalty: 5290.021973
	Iteration 87Q: 3 clusters Score -4226442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -4226448.500000 Penalty: 5290.021973
	Iteration 88Q: 3 clusters Score -4226448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -4226464.000000 Penalty: 5290.021973
	Iteration 89Q: 3 clusters Score -4226464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -4226461.500000 Penalty: 5290.021973
	Iteration 90Q: 3 clusters Score -4226462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -4226471.500000 Penalty: 5290.021973
	Iteration 91Q: 3 clusters Score -4226472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -4226471.000000 Penalty: 5290.021973
	Iteration 92Q: 3 clusters Score -4226471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -4226467.000000 Penalty: 5290.021973
	Iteration 93Q: 3 clusters Score -4226467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -4226482.500000 Penalty: 5290.021973
	Iteration 94Q: 3 clusters Score -4226482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -4226490.500000 Penalty: 5290.021973
	Iteration 95Q: 3 clusters Score -4226490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -4226498.500000 Penalty: 5290.021973
	Iteration 96Q: 3 clusters Score -4226498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -4226492.500000 Penalty: 5290.021973
	Iteration 97Q: 3 clusters Score -4226492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -4226496.000000 Penalty: 5290.021973
	Iteration 98Q: 3 clusters Score -4226496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -4226502.000000 Penalty: 5290.021973
	Iteration 99Q: 3 clusters Score -4226502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -4226511.500000 Penalty: 5290.021973
	Iteration 100F: 3 clusters Score -4226512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -4226506.500000 Penalty: 5290.021973
	Iteration 101Q: 3 clusters Score -4226506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -4226510.500000 Penalty: 5290.021973
	Iteration 102Q: 3 clusters Score -4226510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -4226511.500000 Penalty: 5290.021973
	Iteration 103Q: 3 clusters Score -4226512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -4226510.000000 Penalty: 5290.021973
	Iteration 104Q: 3 clusters Score -4226510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -4226512.000000 Penalty: 5290.021973
	Iteration 105Q: 3 clusters Score -4226512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -4226516.500000 Penalty: 5290.021973
	Iteration 106Q: 3 clusters Score -4226516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -4226512.000000 Penalty: 5290.021973
	Iteration 107Q: 3 clusters Score -4226512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -4226511.000000 Penalty: 5290.021973
	Iteration 108Q: 3 clusters Score -4226511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -4226514.000000 Penalty: 5290.021973
	Iteration 109Q: 3 clusters Score -4226514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -4226509.500000 Penalty: 5290.021973
	Iteration 110Q: 3 clusters Score -4226510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -4226513.500000 Penalty: 5290.021973
	Iteration 111Q: 3 clusters Score -4226514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -4226516.000000 Penalty: 5290.021973
	Iteration 112Q: 3 clusters Score -4226516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -4226513.000000 Penalty: 5290.021973
	Iteration 113Q: 3 clusters Score -4226513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -4226511.000000 Penalty: 5290.021973
	Iteration 114Q: 3 clusters Score -4226511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -4226510.500000 Penalty: 5290.021973
	Iteration 115Q: 3 clusters Score -4226510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -4226514.500000 Penalty: 5290.021973
	Iteration 116Q: 3 clusters Score -4226514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -4226514.000000 Penalty: 5290.021973
	Iteration 117Q: 3 clusters Score -4226514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -4226523.500000 Penalty: 5290.021973
	Iteration 118Q: 3 clusters Score -4226524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -4226523.500000 Penalty: 5290.021973
	Iteration 119Q: 3 clusters Score -4226524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -4226519.000000 Penalty: 5290.021973
	Iteration 120F: 3 clusters Score -4226519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -4226523.000000 Penalty: 5290.021973
	Iteration 121Q: 3 clusters Score -4226523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -4226522.500000 Penalty: 5290.021973
	Iteration 122Q: 3 clusters Score -4226522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -4226524.000000 Penalty: 5290.021973
	Iteration 123Q: 3 clusters Score -4226524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -4226522.500000 Penalty: 5290.021973
	Iteration 124Q: 3 clusters Score -4226522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -4226526.500000 Penalty: 5290.021973
	Iteration 125Q: 3 clusters Score -4226526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -4226524.500000 Penalty: 5290.021973
	Iteration 126Q: 3 clusters Score -4226524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -4226524.500000 Penalty: 5290.021973
	Iteration 127F: 3 clusters Score -4226524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -149489.890625 Penalty: 1824.040527
	Iteration 0F: 2 clusters Score -149489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -147142.125000 Penalty: 3648.081055
	Iteration 0F: 3 clusters Score -147142.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -147541.203125 Penalty: 3648.081055
	Iteration 1F: 3 clusters Score -147541.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147664.656250 Penalty: 3648.081055
	Iteration 2F: 3 clusters Score -147664.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -147719.484375 Penalty: 3648.081055
	Iteration 3Q: 3 clusters Score -147719.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -147744.687500 Penalty: 3648.081055
	Iteration 4Q: 3 clusters Score -147744.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -147756.031250 Penalty: 3648.081055
	Iteration 5Q: 3 clusters Score -147756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -147764.078125 Penalty: 3648.081055
	Iteration 6Q: 3 clusters Score -147764.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -147774.765625 Penalty: 3648.081055
	Iteration 7Q: 3 clusters Score -147774.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -147785.062500 Penalty: 3648.081055
	Iteration 8Q: 3 clusters Score -147785.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -147800.328125 Penalty: 3648.081055
	Iteration 9Q: 3 clusters Score -147800.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -147816.187500 Penalty: 3648.081055
	Iteration 10Q: 3 clusters Score -147816.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -147820.531250 Penalty: 3648.081055
	Iteration 11Q: 3 clusters Score -147820.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -147824.500000 Penalty: 3648.081055
	Iteration 12Q: 3 clusters Score -147824.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -147828.781250 Penalty: 3648.081055
	Iteration 13Q: 3 clusters Score -147828.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -147831.843750 Penalty: 3648.081055
	Iteration 14Q: 3 clusters Score -147831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -147835.125000 Penalty: 3648.081055
	Iteration 15Q: 3 clusters Score -147835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -147839.671875 Penalty: 3648.081055
	Iteration 16Q: 3 clusters Score -147839.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -147842.375000 Penalty: 3648.081055
	Iteration 17Q: 3 clusters Score -147842.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -147846.562500 Penalty: 3648.081055
	Iteration 18Q: 3 clusters Score -147846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -147848.546875 Penalty: 3648.081055
	Iteration 19Q: 3 clusters Score -147848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -147851.984375 Penalty: 3648.081055
	Iteration 20F: 3 clusters Score -147852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Entering Unmasked Estep 
Score: -1731421.375000 Penalty: 2414.032715
	Iteration 0F: 2 clusters Score -1731421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1719221.625000 Penalty: 4828.065430
	Iteration 0F: 3 clusters Score -1719222 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1723148.625000 Penalty: 4828.065430
	Iteration 1F: 3 clusters Score -1723149 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1723544.125000 Penalty: 4828.065430
	Iteration 2F: 3 clusters Score -1723544 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1723877.000000 Penalty: 4828.065430
	Iteration 3Q: 3 clusters Score -1723877 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1724196.125000 Penalty: 4828.065430
	Iteration 4Q: 3 clusters Score -1724196 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1724488.000000 Penalty: 4828.065430
	Iteration 5Q: 3 clusters Score -1724488 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1724848.750000 Penalty: 4828.065430
	Iteration 6Q: 3 clusters Score -1724849 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1725265.000000 Penalty: 4828.065430
	Iteration 7Q: 3 clusters Score -1725265 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1725771.750000 Penalty: 4828.065430
	Iteration 8Q: 3 clusters Score -1725772 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1726382.500000 Penalty: 4828.065430
	Iteration 9Q: 3 clusters Score -1726382 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1727018.625000 Penalty: 4828.065430
	Iteration 10Q: 3 clusters Score -1727019 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1727550.000000 Penalty: 4828.065430
	Iteration 11Q: 3 clusters Score -1727550 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1728053.250000 Penalty: 4828.065430
	Iteration 12Q: 3 clusters Score -1728053 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1728424.125000 Penalty: 4828.065430
	Iteration 13Q: 3 clusters Score -1728424 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1728658.750000 Penalty: 4828.065430
	Iteration 14Q: 3 clusters Score -1728659 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1728821.000000 Penalty: 4828.065430
	Iteration 15Q: 3 clusters Score -1728821 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1728950.125000 Penalty: 4828.065430
	Iteration 16Q: 3 clusters Score -1728950 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1729038.625000 Penalty: 4828.065430
	Iteration 17Q: 3 clusters Score -1729039 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1729110.625000 Penalty: 4828.065430
	Iteration 18Q: 3 clusters Score -1729111 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1729160.750000 Penalty: 4828.065430
	Iteration 19Q: 3 clusters Score -1729161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1729197.125000 Penalty: 4828.065430
	Iteration 20F: 3 clusters Score -1729197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1729231.500000 Penalty: 4828.065430
	Iteration 21Q: 3 clusters Score -1729232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1729256.375000 Penalty: 4828.065430
	Iteration 22Q: 3 clusters Score -1729256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1729272.500000 Penalty: 4828.065430
	Iteration 23Q: 3 clusters Score -1729272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1729279.875000 Penalty: 4828.065430
	Iteration 24Q: 3 clusters Score -1729280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1729292.875000 Penalty: 4828.065430
	Iteration 25Q: 3 clusters Score -1729293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1729307.875000 Penalty: 4828.065430
	Iteration 26Q: 3 clusters Score -1729308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1729318.375000 Penalty: 4828.065430
	Iteration 27Q: 3 clusters Score -1729318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1729328.375000 Penalty: 4828.065430
	Iteration 28Q: 3 clusters Score -1729328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1729337.125000 Penalty: 4828.065430
	Iteration 29Q: 3 clusters Score -1729337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1729345.250000 Penalty: 4828.065430
	Iteration 30Q: 3 clusters Score -1729345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1729346.625000 Penalty: 4828.065430
	Iteration 31Q: 3 clusters Score -1729347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1729350.375000 Penalty: 4828.065430
	Iteration 32Q: 3 clusters Score -1729350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1729354.375000 Penalty: 4828.065430
	Iteration 33Q: 3 clusters Score -1729354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1729358.125000 Penalty: 4828.065430
	Iteration 34Q: 3 clusters Score -1729358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1729357.875000 Penalty: 4828.065430
	Iteration 35Q: 3 clusters Score -1729358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1729360.625000 Penalty: 4828.065430
	Iteration 36Q: 3 clusters Score -1729361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1729361.125000 Penalty: 4828.065430
	Iteration 37Q: 3 clusters Score -1729361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1729362.750000 Penalty: 4828.065430
	Iteration 38Q: 3 clusters Score -1729363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1729362.750000 Penalty: 4828.065430
	Iteration 39F: 3 clusters Score -1729363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Entering Unmasked Estep 
Score: -415150.875000 Penalty: 2077.841064
	Iteration 0F: 2 clusters Score -415150.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -411068.812500 Penalty: 4155.682129
	Iteration 0F: 3 clusters Score -411068.8 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -411994.593750 Penalty: 4155.682129
	Iteration 1F: 3 clusters Score -411994.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -412197.062500 Penalty: 4155.682129
	Iteration 2F: 3 clusters Score -412197.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -412319.281250 Penalty: 4155.682129
	Iteration 3Q: 3 clusters Score -412319.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -412410.062500 Penalty: 4155.682129
	Iteration 4Q: 3 clusters Score -412410.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -412492.187500 Penalty: 4155.682129
	Iteration 5Q: 3 clusters Score -412492.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -412562.312500 Penalty: 4155.682129
	Iteration 6Q: 3 clusters Score -412562.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -412631.062500 Penalty: 4155.682129
	Iteration 7Q: 3 clusters Score -412631.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -412698.718750 Penalty: 4155.682129
	Iteration 8Q: 3 clusters Score -412698.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -412751.062500 Penalty: 4155.682129
	Iteration 9Q: 3 clusters Score -412751.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -412796.437500 Penalty: 4155.682129
	Iteration 10Q: 3 clusters Score -412796.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -412854.468750 Penalty: 4155.682129
	Iteration 11Q: 3 clusters Score -412854.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -412913.000000 Penalty: 4155.682129
	Iteration 12Q: 3 clusters Score -412913 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -412969.531250 Penalty: 4155.682129
	Iteration 13Q: 3 clusters Score -412969.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -413012.000000 Penalty: 4155.682129
	Iteration 14Q: 3 clusters Score -413012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -413052.312500 Penalty: 4155.682129
	Iteration 15Q: 3 clusters Score -413052.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -413091.062500 Penalty: 4155.682129
	Iteration 16Q: 3 clusters Score -413091.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -413126.781250 Penalty: 4155.682129
	Iteration 17Q: 3 clusters Score -413126.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -413174.718750 Penalty: 4155.682129
	Iteration 18Q: 3 clusters Score -413174.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -413214.468750 Penalty: 4155.682129
	Iteration 19Q: 3 clusters Score -413214.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -413257.375000 Penalty: 4155.682129
	Iteration 20F: 3 clusters Score -413257.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -413293.937500 Penalty: 4155.682129
	Iteration 21Q: 3 clusters Score -413293.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -413316.750000 Penalty: 4155.682129
	Iteration 22Q: 3 clusters Score -413316.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -413345.375000 Penalty: 4155.682129
	Iteration 23Q: 3 clusters Score -413345.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -413370.656250 Penalty: 4155.682129
	Iteration 24Q: 3 clusters Score -413370.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -413394.625000 Penalty: 4155.682129
	Iteration 25Q: 3 clusters Score -413394.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -413415.281250 Penalty: 4155.682129
	Iteration 26Q: 3 clusters Score -413415.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -413437.093750 Penalty: 4155.682129
	Iteration 27Q: 3 clusters Score -413437.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -413454.937500 Penalty: 4155.682129
	Iteration 28Q: 3 clusters Score -413454.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -413471.718750 Penalty: 4155.682129
	Iteration 29Q: 3 clusters Score -413471.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -413493.218750 Penalty: 4155.682129
	Iteration 30Q: 3 clusters Score -413493.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -413509.500000 Penalty: 4155.682129
	Iteration 31Q: 3 clusters Score -413509.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -413528.281250 Penalty: 4155.682129
	Iteration 32Q: 3 clusters Score -413528.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -413552.343750 Penalty: 4155.682129
	Iteration 33Q: 3 clusters Score -413552.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -413574.250000 Penalty: 4155.682129
	Iteration 34Q: 3 clusters Score -413574.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -413597.656250 Penalty: 4155.682129
	Iteration 35Q: 3 clusters Score -413597.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -413612.750000 Penalty: 4155.682129
	Iteration 36Q: 3 clusters Score -413612.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -413628.500000 Penalty: 4155.682129
	Iteration 37Q: 3 clusters Score -413628.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -413643.093750 Penalty: 4155.682129
	Iteration 38Q: 3 clusters Score -413643.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -413657.843750 Penalty: 4155.682129
	Iteration 39Q: 3 clusters Score -413657.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -413672.031250 Penalty: 4155.682129
	Iteration 40F: 3 clusters Score -413672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -413685.125000 Penalty: 4155.682129
	Iteration 41Q: 3 clusters Score -413685.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -413692.625000 Penalty: 4155.682129
	Iteration 42Q: 3 clusters Score -413692.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -413699.562500 Penalty: 4155.682129
	Iteration 43Q: 3 clusters Score -413699.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -413708.062500 Penalty: 4155.682129
	Iteration 44Q: 3 clusters Score -413708.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -413715.906250 Penalty: 4155.682129
	Iteration 45Q: 3 clusters Score -413715.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -413725.531250 Penalty: 4155.682129
	Iteration 46Q: 3 clusters Score -413725.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -413732.093750 Penalty: 4155.682129
	Iteration 47Q: 3 clusters Score -413732.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -413736.906250 Penalty: 4155.682129
	Iteration 48Q: 3 clusters Score -413736.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -413741.406250 Penalty: 4155.682129
	Iteration 49Q: 3 clusters Score -413741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -413742.031250 Penalty: 4155.682129
	Iteration 50Q: 3 clusters Score -413742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -413742.437500 Penalty: 4155.682129
	Iteration 51Q: 3 clusters Score -413742.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -413744.937500 Penalty: 4155.682129
	Iteration 52Q: 3 clusters Score -413744.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -413745.218750 Penalty: 4155.682129
	Iteration 53Q: 3 clusters Score -413745.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -413745.218750 Penalty: 4155.682129
	Iteration 54F: 3 clusters Score -413745.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85873 members 
Entering Unmasked Estep 
Score: -8697762.000000 Penalty: 2817.434814
	Iteration 0F: 2 clusters Score -8697762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -8640041.000000 Penalty: 5634.869629
	Iteration 0F: 3 clusters Score -8640041 nChanged 40534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -8663339.000000 Penalty: 5634.869629
	Iteration 1F: 3 clusters Score -8663339 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -8664194.000000 Penalty: 5634.869629
	Iteration 2Q: 3 clusters Score -8664194 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -8665494.000000 Penalty: 5634.869629
	Iteration 3Q: 3 clusters Score -8665494 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -8667336.000000 Penalty: 5634.869629
	Iteration 4Q: 3 clusters Score -8667336 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -8670061.000000 Penalty: 5634.869629
	Iteration 5F: 3 clusters Score -8670061 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -8674302.000000 Penalty: 5634.869629
	Iteration 6F: 3 clusters Score -8674302 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -8680193.000000 Penalty: 5634.869629
	Iteration 7F: 3 clusters Score -8680193 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 75838 members 
Entering Unmasked Estep 
Score: -8686382.000000 Penalty: 5634.869629
	Iteration 8F: 3 clusters Score -8686382 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -8690915.000000 Penalty: 5634.869629
	Iteration 9F: 3 clusters Score -8690915 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 83430 members 
Entering Unmasked Estep 
Score: -8693317.000000 Penalty: 5634.869629
	Iteration 10Q: 3 clusters Score -8693317 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 84611 members 
Entering Unmasked Estep 
Score: -8694357.000000 Penalty: 5634.869629
	Iteration 11Q: 3 clusters Score -8694357 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -8694791.000000 Penalty: 5634.869629
	Iteration 12Q: 3 clusters Score -8694791 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 85307 members 
Entering Unmasked Estep 
Score: -8694975.000000 Penalty: 5634.869629
	Iteration 13Q: 3 clusters Score -8694975 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -8695103.000000 Penalty: 5634.869629
	Iteration 14Q: 3 clusters Score -8695103 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -8695203.000000 Penalty: 5634.869629
	Iteration 15Q: 3 clusters Score -8695203 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 85501 members 
Entering Unmasked Estep 
Score: -8695273.000000 Penalty: 5634.869629
	Iteration 16Q: 3 clusters Score -8695273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 85517 members 
Entering Unmasked Estep 
Score: -8695310.000000 Penalty: 5634.869629
	Iteration 17Q: 3 clusters Score -8695310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 85526 members 
Entering Unmasked Estep 
Score: -8695339.000000 Penalty: 5634.869629
	Iteration 18Q: 3 clusters Score -8695339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -8695364.000000 Penalty: 5634.869629
	Iteration 19Q: 3 clusters Score -8695364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -8695376.000000 Penalty: 5634.869629
	Iteration 20F: 3 clusters Score -8695376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 85542 members 
Entering Unmasked Estep 
Score: -8695392.000000 Penalty: 5634.869629
	Iteration 21Q: 3 clusters Score -8695392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 85550 members 
Entering Unmasked Estep 
Score: -8695408.000000 Penalty: 5634.869629
	Iteration 22Q: 3 clusters Score -8695408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 85550 members 
Entering Unmasked Estep 
Score: -8695417.000000 Penalty: 5634.869629
	Iteration 23Q: 3 clusters Score -8695417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -8695430.000000 Penalty: 5634.869629
	Iteration 24Q: 3 clusters Score -8695430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 85557 members 
Entering Unmasked Estep 
Score: -8695436.000000 Penalty: 5634.869629
	Iteration 25Q: 3 clusters Score -8695436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 85561 members 
Entering Unmasked Estep 
Score: -8695438.000000 Penalty: 5634.869629
	Iteration 26Q: 3 clusters Score -8695438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 85562 members 
Entering Unmasked Estep 
Score: -8695445.000000 Penalty: 5634.869629
	Iteration 27Q: 3 clusters Score -8695445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 85565 members 
Entering Unmasked Estep 
Score: -8695446.000000 Penalty: 5634.869629
	Iteration 28Q: 3 clusters Score -8695446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 85565 members 
Entering Unmasked Estep 
Score: -8695452.000000 Penalty: 5634.869629
	Iteration 29Q: 3 clusters Score -8695452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 85568 members 
Entering Unmasked Estep 
Score: -8695458.000000 Penalty: 5634.869629
	Iteration 30Q: 3 clusters Score -8695458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 85569 members 
Entering Unmasked Estep 
Score: -8695456.000000 Penalty: 5634.869629
	Iteration 31Q: 3 clusters Score -8695456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 85569 members 
Entering Unmasked Estep 
Score: -8695456.000000 Penalty: 5634.869629
	Iteration 32F: 3 clusters Score -8695456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Entering Unmasked Estep 
Score: -488020.531250 Penalty: 2117.806152
	Iteration 0F: 2 clusters Score -488020.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -483489.781250 Penalty: 4235.612305
	Iteration 0F: 3 clusters Score -483489.8 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -484842.937500 Penalty: 4235.612305
	Iteration 1F: 3 clusters Score -484842.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -485329.375000 Penalty: 4235.612305
	Iteration 2F: 3 clusters Score -485329.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -485663.406250 Penalty: 4235.612305
	Iteration 3F: 3 clusters Score -485663.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -485911.343750 Penalty: 4235.612305
	Iteration 4F: 3 clusters Score -485911.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -486108.281250 Penalty: 4235.612305
	Iteration 5Q: 3 clusters Score -486108.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -486281.375000 Penalty: 4235.612305
	Iteration 6Q: 3 clusters Score -486281.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -486408.031250 Penalty: 4235.612305
	Iteration 7Q: 3 clusters Score -486408 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -486484.343750 Penalty: 4235.612305
	Iteration 8Q: 3 clusters Score -486484.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -486558.062500 Penalty: 4235.612305
	Iteration 9Q: 3 clusters Score -486558.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -486632.093750 Penalty: 4235.612305
	Iteration 10Q: 3 clusters Score -486632.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -486705.468750 Penalty: 4235.612305
	Iteration 11Q: 3 clusters Score -486705.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -486777.687500 Penalty: 4235.612305
	Iteration 12Q: 3 clusters Score -486777.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -486837.000000 Penalty: 4235.612305
	Iteration 13Q: 3 clusters Score -486837 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -486882.718750 Penalty: 4235.612305
	Iteration 14Q: 3 clusters Score -486882.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -486917.750000 Penalty: 4235.612305
	Iteration 15Q: 3 clusters Score -486917.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -486946.562500 Penalty: 4235.612305
	Iteration 16Q: 3 clusters Score -486946.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -486968.531250 Penalty: 4235.612305
	Iteration 17Q: 3 clusters Score -486968.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -486983.812500 Penalty: 4235.612305
	Iteration 18Q: 3 clusters Score -486983.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -486995.312500 Penalty: 4235.612305
	Iteration 19Q: 3 clusters Score -486995.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -487007.406250 Penalty: 4235.612305
	Iteration 20F: 3 clusters Score -487007.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -487013.718750 Penalty: 4235.612305
	Iteration 21Q: 3 clusters Score -487013.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -487018.250000 Penalty: 4235.612305
	Iteration 22Q: 3 clusters Score -487018.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -487021.000000 Penalty: 4235.612305
	Iteration 23Q: 3 clusters Score -487021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -487025.156250 Penalty: 4235.612305
	Iteration 24Q: 3 clusters Score -487025.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -487030.000000 Penalty: 4235.612305
	Iteration 25Q: 3 clusters Score -487030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -487038.000000 Penalty: 4235.612305
	Iteration 26Q: 3 clusters Score -487038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -487039.250000 Penalty: 4235.612305
	Iteration 27Q: 3 clusters Score -487039.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -487042.656250 Penalty: 4235.612305
	Iteration 28Q: 3 clusters Score -487042.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -487044.843750 Penalty: 4235.612305
	Iteration 29Q: 3 clusters Score -487044.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -487050.500000 Penalty: 4235.612305
	Iteration 30Q: 3 clusters Score -487050.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -487053.843750 Penalty: 4235.612305
	Iteration 31Q: 3 clusters Score -487053.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -487056.125000 Penalty: 4235.612305
	Iteration 32Q: 3 clusters Score -487056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -487058.281250 Penalty: 4235.612305
	Iteration 33Q: 3 clusters Score -487058.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -487060.468750 Penalty: 4235.612305
	Iteration 34Q: 3 clusters Score -487060.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -487064.906250 Penalty: 4235.612305
	Iteration 35Q: 3 clusters Score -487064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -487067.531250 Penalty: 4235.612305
	Iteration 36Q: 3 clusters Score -487067.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -487071.406250 Penalty: 4235.612305
	Iteration 37Q: 3 clusters Score -487071.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -487074.625000 Penalty: 4235.612305
	Iteration 38Q: 3 clusters Score -487074.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -487078.781250 Penalty: 4235.612305
	Iteration 39Q: 3 clusters Score -487078.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -487081.593750 Penalty: 4235.612305
	Iteration 40F: 3 clusters Score -487081.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -487084.062500 Penalty: 4235.612305
	Iteration 41Q: 3 clusters Score -487084.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -487086.375000 Penalty: 4235.612305
	Iteration 42Q: 3 clusters Score -487086.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -487090.062500 Penalty: 4235.612305
	Iteration 43Q: 3 clusters Score -487090.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -487094.437500 Penalty: 4235.612305
	Iteration 44Q: 3 clusters Score -487094.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -487095.375000 Penalty: 4235.612305
	Iteration 45Q: 3 clusters Score -487095.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -487098.750000 Penalty: 4235.612305
	Iteration 46Q: 3 clusters Score -487098.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -487101.156250 Penalty: 4235.612305
	Iteration 47Q: 3 clusters Score -487101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -487103.093750 Penalty: 4235.612305
	Iteration 48Q: 3 clusters Score -487103.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -487103.500000 Penalty: 4235.612305
	Iteration 49Q: 3 clusters Score -487103.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -487105.156250 Penalty: 4235.612305
	Iteration 50Q: 3 clusters Score -487105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -487106.187500 Penalty: 4235.612305
	Iteration 51Q: 3 clusters Score -487106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -487106.531250 Penalty: 4235.612305
	Iteration 52Q: 3 clusters Score -487106.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -487107.906250 Penalty: 4235.612305
	Iteration 53Q: 3 clusters Score -487107.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -487111.000000 Penalty: 4235.612305
	Iteration 54Q: 3 clusters Score -487111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -487114.375000 Penalty: 4235.612305
	Iteration 55Q: 3 clusters Score -487114.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -487115.812500 Penalty: 4235.612305
	Iteration 56Q: 3 clusters Score -487115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -487117.156250 Penalty: 4235.612305
	Iteration 57Q: 3 clusters Score -487117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -487117.281250 Penalty: 4235.612305
	Iteration 58Q: 3 clusters Score -487117.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -487118.656250 Penalty: 4235.612305
	Iteration 59Q: 3 clusters Score -487118.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -487118.875000 Penalty: 4235.612305
	Iteration 60F: 3 clusters Score -487118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -487118.625000 Penalty: 4235.612305
	Iteration 61Q: 3 clusters Score -487118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -487119.875000 Penalty: 4235.612305
	Iteration 62Q: 3 clusters Score -487119.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -487119.593750 Penalty: 4235.612305
	Iteration 63Q: 3 clusters Score -487119.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -487120.281250 Penalty: 4235.612305
	Iteration 64Q: 3 clusters Score -487120.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -487121.812500 Penalty: 4235.612305
	Iteration 65Q: 3 clusters Score -487121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -487124.000000 Penalty: 4235.612305
	Iteration 66Q: 3 clusters Score -487124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -487124.750000 Penalty: 4235.612305
	Iteration 67Q: 3 clusters Score -487124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -487125.343750 Penalty: 4235.612305
	Iteration 68Q: 3 clusters Score -487125.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -487128.812500 Penalty: 4235.612305
	Iteration 69Q: 3 clusters Score -487128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -487131.843750 Penalty: 4235.612305
	Iteration 70Q: 3 clusters Score -487131.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -487134.156250 Penalty: 4235.612305
	Iteration 71Q: 3 clusters Score -487134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -487135.781250 Penalty: 4235.612305
	Iteration 72Q: 3 clusters Score -487135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -487135.750000 Penalty: 4235.612305
	Iteration 73Q: 3 clusters Score -487135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -487136.531250 Penalty: 4235.612305
	Iteration 74Q: 3 clusters Score -487136.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -487136.531250 Penalty: 4235.612305
	Iteration 75F: 3 clusters Score -487136.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Entering Unmasked Estep 
Score: -1653015.375000 Penalty: 2405.742920
	Iteration 0F: 2 clusters Score -1653015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1641257.375000 Penalty: 4811.485840
	Iteration 0F: 3 clusters Score -1641257 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1645069.125000 Penalty: 4811.485840
	Iteration 1F: 3 clusters Score -1645069 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1645507.125000 Penalty: 4811.485840
	Iteration 2F: 3 clusters Score -1645507 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1645892.000000 Penalty: 4811.485840
	Iteration 3F: 3 clusters Score -1645892 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1646276.375000 Penalty: 4811.485840
	Iteration 4F: 3 clusters Score -1646276 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1646613.500000 Penalty: 4811.485840
	Iteration 5Q: 3 clusters Score -1646614 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1646933.250000 Penalty: 4811.485840
	Iteration 6Q: 3 clusters Score -1646933 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1647240.875000 Penalty: 4811.485840
	Iteration 7Q: 3 clusters Score -1647241 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1647570.125000 Penalty: 4811.485840
	Iteration 8Q: 3 clusters Score -1647570 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1647911.625000 Penalty: 4811.485840
	Iteration 9Q: 3 clusters Score -1647912 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1648308.875000 Penalty: 4811.485840
	Iteration 10Q: 3 clusters Score -1648309 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1648722.875000 Penalty: 4811.485840
	Iteration 11Q: 3 clusters Score -1648723 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1649072.750000 Penalty: 4811.485840
	Iteration 12Q: 3 clusters Score -1649073 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1649418.875000 Penalty: 4811.485840
	Iteration 13Q: 3 clusters Score -1649419 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1649762.375000 Penalty: 4811.485840
	Iteration 14Q: 3 clusters Score -1649762 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1650153.875000 Penalty: 4811.485840
	Iteration 15Q: 3 clusters Score -1650154 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1650601.875000 Penalty: 4811.485840
	Iteration 16Q: 3 clusters Score -1650602 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1651006.125000 Penalty: 4811.485840
	Iteration 17Q: 3 clusters Score -1651006 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1651256.125000 Penalty: 4811.485840
	Iteration 18Q: 3 clusters Score -1651256 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1651413.125000 Penalty: 4811.485840
	Iteration 19Q: 3 clusters Score -1651413 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1651503.750000 Penalty: 4811.485840
	Iteration 20F: 3 clusters Score -1651504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1651558.125000 Penalty: 4811.485840
	Iteration 21Q: 3 clusters Score -1651558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1651591.625000 Penalty: 4811.485840
	Iteration 22Q: 3 clusters Score -1651592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1651631.000000 Penalty: 4811.485840
	Iteration 23Q: 3 clusters Score -1651631 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1651663.125000 Penalty: 4811.485840
	Iteration 24Q: 3 clusters Score -1651663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1651677.125000 Penalty: 4811.485840
	Iteration 25Q: 3 clusters Score -1651677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1651691.375000 Penalty: 4811.485840
	Iteration 26Q: 3 clusters Score -1651691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1651705.250000 Penalty: 4811.485840
	Iteration 27Q: 3 clusters Score -1651705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1651712.625000 Penalty: 4811.485840
	Iteration 28Q: 3 clusters Score -1651713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1651717.500000 Penalty: 4811.485840
	Iteration 29Q: 3 clusters Score -1651718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1651722.500000 Penalty: 4811.485840
	Iteration 30Q: 3 clusters Score -1651722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1651724.375000 Penalty: 4811.485840
	Iteration 31Q: 3 clusters Score -1651724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1651721.750000 Penalty: 4811.485840
	Iteration 32Q: 3 clusters Score -1651722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1651725.000000 Penalty: 4811.485840
	Iteration 33Q: 3 clusters Score -1651725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1651725.250000 Penalty: 4811.485840
	Iteration 34Q: 3 clusters Score -1651725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1651727.125000 Penalty: 4811.485840
	Iteration 35Q: 3 clusters Score -1651727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1651727.125000 Penalty: 4811.485840
	Iteration 36F: 3 clusters Score -1651727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Entering Unmasked Estep 
Score: -1360699.125000 Penalty: 2367.662598
	Iteration 0F: 2 clusters Score -1360699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1350598.625000 Penalty: 4735.325195
	Iteration 0F: 3 clusters Score -1350599 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1354055.500000 Penalty: 4735.325195
	Iteration 1F: 3 clusters Score -1354056 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1354757.625000 Penalty: 4735.325195
	Iteration 2F: 3 clusters Score -1354758 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1355538.875000 Penalty: 4735.325195
	Iteration 3F: 3 clusters Score -1355539 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1356426.125000 Penalty: 4735.325195
	Iteration 4F: 3 clusters Score -1356426 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1357201.875000 Penalty: 4735.325195
	Iteration 5F: 3 clusters Score -1357202 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1357782.750000 Penalty: 4735.325195
	Iteration 6F: 3 clusters Score -1357783 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1358269.500000 Penalty: 4735.325195
	Iteration 7Q: 3 clusters Score -1358270 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1358600.375000 Penalty: 4735.325195
	Iteration 8Q: 3 clusters Score -1358600 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1358838.000000 Penalty: 4735.325195
	Iteration 9Q: 3 clusters Score -1358838 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1359004.375000 Penalty: 4735.325195
	Iteration 10Q: 3 clusters Score -1359004 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1359140.250000 Penalty: 4735.325195
	Iteration 11Q: 3 clusters Score -1359140 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1359290.750000 Penalty: 4735.325195
	Iteration 12Q: 3 clusters Score -1359291 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1359394.125000 Penalty: 4735.325195
	Iteration 13Q: 3 clusters Score -1359394 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1359453.750000 Penalty: 4735.325195
	Iteration 14Q: 3 clusters Score -1359454 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1359494.625000 Penalty: 4735.325195
	Iteration 15Q: 3 clusters Score -1359495 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1359534.375000 Penalty: 4735.325195
	Iteration 16Q: 3 clusters Score -1359534 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1359553.875000 Penalty: 4735.325195
	Iteration 17Q: 3 clusters Score -1359554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1359570.625000 Penalty: 4735.325195
	Iteration 18Q: 3 clusters Score -1359571 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1359581.500000 Penalty: 4735.325195
	Iteration 19Q: 3 clusters Score -1359582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1359589.500000 Penalty: 4735.325195
	Iteration 20F: 3 clusters Score -1359590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1359593.625000 Penalty: 4735.325195
	Iteration 21Q: 3 clusters Score -1359594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1359600.250000 Penalty: 4735.325195
	Iteration 22Q: 3 clusters Score -1359600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1359610.250000 Penalty: 4735.325195
	Iteration 23Q: 3 clusters Score -1359610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1359612.375000 Penalty: 4735.325195
	Iteration 24Q: 3 clusters Score -1359612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1359625.625000 Penalty: 4735.325195
	Iteration 25Q: 3 clusters Score -1359626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1359627.375000 Penalty: 4735.325195
	Iteration 26Q: 3 clusters Score -1359627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1359636.625000 Penalty: 4735.325195
	Iteration 27Q: 3 clusters Score -1359637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1359637.875000 Penalty: 4735.325195
	Iteration 28Q: 3 clusters Score -1359638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1359642.000000 Penalty: 4735.325195
	Iteration 29Q: 3 clusters Score -1359642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1359649.875000 Penalty: 4735.325195
	Iteration 30Q: 3 clusters Score -1359650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1359649.750000 Penalty: 4735.325195
	Iteration 31Q: 3 clusters Score -1359650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1359645.500000 Penalty: 4735.325195
	Iteration 32Q: 3 clusters Score -1359646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1359647.000000 Penalty: 4735.325195
	Iteration 33Q: 3 clusters Score -1359647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1359646.625000 Penalty: 4735.325195
	Iteration 34Q: 3 clusters Score -1359647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1359646.375000 Penalty: 4735.325195
	Iteration 35Q: 3 clusters Score -1359646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1359648.250000 Penalty: 4735.325195
	Iteration 36Q: 3 clusters Score -1359648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1359650.875000 Penalty: 4735.325195
	Iteration 37Q: 3 clusters Score -1359651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1359650.250000 Penalty: 4735.325195
	Iteration 38Q: 3 clusters Score -1359650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1359650.125000 Penalty: 4735.325195
	Iteration 39Q: 3 clusters Score -1359650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1359650.125000 Penalty: 4735.325195
	Iteration 40F: 3 clusters Score -1359650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97831 members 
Entering Unmasked Estep 
Score: -10009422.000000 Penalty: 2849.767090
	Iteration 0F: 2 clusters Score -1.000942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -9943994.000000 Penalty: 5699.534180
	Iteration 0F: 3 clusters Score -9943994 nChanged 46187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -9970190.000000 Penalty: 5699.534180
	Iteration 1F: 3 clusters Score -9970190 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -9970760.000000 Penalty: 5699.534180
	Iteration 2Q: 3 clusters Score -9970760 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -9971429.000000 Penalty: 5699.534180
	Iteration 3Q: 3 clusters Score -9971429 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -9972143.000000 Penalty: 5699.534180
	Iteration 4Q: 3 clusters Score -9972143 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -9973289.000000 Penalty: 5699.534180
	Iteration 5Q: 3 clusters Score -9973289 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -9974606.000000 Penalty: 5699.534180
	Iteration 6Q: 3 clusters Score -9974606 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -9976360.000000 Penalty: 5699.534180
	Iteration 7Q: 3 clusters Score -9976360 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -9978660.000000 Penalty: 5699.534180
	Iteration 8Q: 3 clusters Score -9978660 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -9982064.000000 Penalty: 5699.534180
	Iteration 9F: 3 clusters Score -9982064 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -9986215.000000 Penalty: 5699.534180
	Iteration 10F: 3 clusters Score -9986215 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -9990266.000000 Penalty: 5699.534180
	Iteration 11F: 3 clusters Score -9990266 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -9993195.000000 Penalty: 5699.534180
	Iteration 12Q: 3 clusters Score -9993195 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 71313 members 
Entering Unmasked Estep 
Score: -9994928.000000 Penalty: 5699.534180
	Iteration 13Q: 3 clusters Score -9994928 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -9996155.000000 Penalty: 5699.534180
	Iteration 14Q: 3 clusters Score -9996155 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 75603 members 
Entering Unmasked Estep 
Score: -9997067.000000 Penalty: 5699.534180
	Iteration 15Q: 3 clusters Score -9997067 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -9997948.000000 Penalty: 5699.534180
	Iteration 16Q: 3 clusters Score -9997948 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 79347 members 
Entering Unmasked Estep 
Score: -9998789.000000 Penalty: 5699.534180
	Iteration 17Q: 3 clusters Score -9998789 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 81117 members 
Entering Unmasked Estep 
Score: -9999641.000000 Penalty: 5699.534180
	Iteration 18Q: 3 clusters Score -9999641 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -10000361.000000 Penalty: 5699.534180
	Iteration 19Q: 3 clusters Score -1.000036e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -10001078.000000 Penalty: 5699.534180
	Iteration 20F: 3 clusters Score -1.000108e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 85847 members 
Entering Unmasked Estep 
Score: -10001727.000000 Penalty: 5699.534180
	Iteration 21Q: 3 clusters Score -1.000173e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -10002356.000000 Penalty: 5699.534180
	Iteration 22Q: 3 clusters Score -1.000236e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 88566 members 
Entering Unmasked Estep 
Score: -10002987.000000 Penalty: 5699.534180
	Iteration 23Q: 3 clusters Score -1.000299e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -10003593.000000 Penalty: 5699.534180
	Iteration 24Q: 3 clusters Score -1.000359e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 90891 members 
Entering Unmasked Estep 
Score: -10004088.000000 Penalty: 5699.534180
	Iteration 25Q: 3 clusters Score -1.000409e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 91918 members 
Entering Unmasked Estep 
Score: -10004626.000000 Penalty: 5699.534180
	Iteration 26Q: 3 clusters Score -1.000463e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 92764 members 
Entering Unmasked Estep 
Score: -10005087.000000 Penalty: 5699.534180
	Iteration 27Q: 3 clusters Score -1.000509e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -10005414.000000 Penalty: 5699.534180
	Iteration 28Q: 3 clusters Score -1.000541e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 94096 members 
Entering Unmasked Estep 
Score: -10005685.000000 Penalty: 5699.534180
	Iteration 29Q: 3 clusters Score -1.000568e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 94556 members 
Entering Unmasked Estep 
Score: -10005860.000000 Penalty: 5699.534180
	Iteration 30Q: 3 clusters Score -1.000586e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 94934 members 
Entering Unmasked Estep 
Score: -10006034.000000 Penalty: 5699.534180
	Iteration 31Q: 3 clusters Score -1.000603e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -10006199.000000 Penalty: 5699.534180
	Iteration 32Q: 3 clusters Score -1.00062e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 95505 members 
Entering Unmasked Estep 
Score: -10006274.000000 Penalty: 5699.534180
	Iteration 33Q: 3 clusters Score -1.000627e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -10006349.000000 Penalty: 5699.534180
	Iteration 34Q: 3 clusters Score -1.000635e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 95924 members 
Entering Unmasked Estep 
Score: -10006449.000000 Penalty: 5699.534180
	Iteration 35Q: 3 clusters Score -1.000645e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 96096 members 
Entering Unmasked Estep 
Score: -10006549.000000 Penalty: 5699.534180
	Iteration 36Q: 3 clusters Score -1.000655e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 96223 members 
Entering Unmasked Estep 
Score: -10006612.000000 Penalty: 5699.534180
	Iteration 37Q: 3 clusters Score -1.000661e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 96322 members 
Entering Unmasked Estep 
Score: -10006670.000000 Penalty: 5699.534180
	Iteration 38Q: 3 clusters Score -1.000667e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 96399 members 
Entering Unmasked Estep 
Score: -10006710.000000 Penalty: 5699.534180
	Iteration 39Q: 3 clusters Score -1.000671e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 96459 members 
Entering Unmasked Estep 
Score: -10006749.000000 Penalty: 5699.534180
	Iteration 40F: 3 clusters Score -1.000675e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 96515 members 
Entering Unmasked Estep 
Score: -10006767.000000 Penalty: 5699.534180
	Iteration 41Q: 3 clusters Score -1.000677e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -10006788.000000 Penalty: 5699.534180
	Iteration 42Q: 3 clusters Score -1.000679e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -10006816.000000 Penalty: 5699.534180
	Iteration 43Q: 3 clusters Score -1.000682e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 96622 members 
Entering Unmasked Estep 
Score: -10006822.000000 Penalty: 5699.534180
	Iteration 44Q: 3 clusters Score -1.000682e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 96655 members 
Entering Unmasked Estep 
Score: -10006839.000000 Penalty: 5699.534180
	Iteration 45Q: 3 clusters Score -1.000684e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 96687 members 
Entering Unmasked Estep 
Score: -10006867.000000 Penalty: 5699.534180
	Iteration 46Q: 3 clusters Score -1.000687e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 96718 members 
Entering Unmasked Estep 
Score: -10006874.000000 Penalty: 5699.534180
	Iteration 47Q: 3 clusters Score -1.000687e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 96751 members 
Entering Unmasked Estep 
Score: -10006893.000000 Penalty: 5699.534180
	Iteration 48Q: 3 clusters Score -1.000689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 96777 members 
Entering Unmasked Estep 
Score: -10006894.000000 Penalty: 5699.534180
	Iteration 49Q: 3 clusters Score -1.000689e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 96797 members 
Entering Unmasked Estep 
Score: -10006908.000000 Penalty: 5699.534180
	Iteration 50Q: 3 clusters Score -1.000691e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 96813 members 
Entering Unmasked Estep 
Score: -10006911.000000 Penalty: 5699.534180
	Iteration 51Q: 3 clusters Score -1.000691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 96829 members 
Entering Unmasked Estep 
Score: -10006917.000000 Penalty: 5699.534180
	Iteration 52Q: 3 clusters Score -1.000692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 96842 members 
Entering Unmasked Estep 
Score: -10006922.000000 Penalty: 5699.534180
	Iteration 53Q: 3 clusters Score -1.000692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 96855 members 
Entering Unmasked Estep 
Score: -10006933.000000 Penalty: 5699.534180
	Iteration 54Q: 3 clusters Score -1.000693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 96869 members 
Entering Unmasked Estep 
Score: -10006932.000000 Penalty: 5699.534180
	Iteration 55Q: 3 clusters Score -1.000693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 96879 members 
Entering Unmasked Estep 
Score: -10006936.000000 Penalty: 5699.534180
	Iteration 56Q: 3 clusters Score -1.000694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 96892 members 
Entering Unmasked Estep 
Score: -10006934.000000 Penalty: 5699.534180
	Iteration 57Q: 3 clusters Score -1.000693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -10006942.000000 Penalty: 5699.534180
	Iteration 58Q: 3 clusters Score -1.000694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -10006944.000000 Penalty: 5699.534180
	Iteration 59Q: 3 clusters Score -1.000694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 96915 members 
Entering Unmasked Estep 
Score: -10006950.000000 Penalty: 5699.534180
	Iteration 60F: 3 clusters Score -1.000695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 96924 members 
Entering Unmasked Estep 
Score: -10006944.000000 Penalty: 5699.534180
	Iteration 61Q: 3 clusters Score -1.000694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 96930 members 
Entering Unmasked Estep 
Score: -10006960.000000 Penalty: 5699.534180
	Iteration 62Q: 3 clusters Score -1.000696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 96933 members 
Entering Unmasked Estep 
Score: -10006966.000000 Penalty: 5699.534180
	Iteration 63Q: 3 clusters Score -1.000697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -10006970.000000 Penalty: 5699.534180
	Iteration 64Q: 3 clusters Score -1.000697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 96940 members 
Entering Unmasked Estep 
Score: -10006971.000000 Penalty: 5699.534180
	Iteration 65Q: 3 clusters Score -1.000697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 96942 members 
Entering Unmasked Estep 
Score: -10006971.000000 Penalty: 5699.534180
	Iteration 66Q: 3 clusters Score -1.000697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 96942 members 
Entering Unmasked Estep 
Score: -10006971.000000 Penalty: 5699.534180
	Iteration 67F: 3 clusters Score -1.000697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Entering Unmasked Estep 
Score: -1369934.500000 Penalty: 2367.520996
	Iteration 0F: 2 clusters Score -1369934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1359737.125000 Penalty: 4735.041992
	Iteration 0F: 3 clusters Score -1359737 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1362944.875000 Penalty: 4735.041992
	Iteration 1F: 3 clusters Score -1362945 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1363345.250000 Penalty: 4735.041992
	Iteration 2F: 3 clusters Score -1363345 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1363727.250000 Penalty: 4735.041992
	Iteration 3F: 3 clusters Score -1363727 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1364113.375000 Penalty: 4735.041992
	Iteration 4Q: 3 clusters Score -1364113 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1364505.375000 Penalty: 4735.041992
	Iteration 5Q: 3 clusters Score -1364505 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1364864.625000 Penalty: 4735.041992
	Iteration 6Q: 3 clusters Score -1364865 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1365210.500000 Penalty: 4735.041992
	Iteration 7Q: 3 clusters Score -1365210 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1365560.500000 Penalty: 4735.041992
	Iteration 8Q: 3 clusters Score -1365560 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1365910.875000 Penalty: 4735.041992
	Iteration 9Q: 3 clusters Score -1365911 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1366228.250000 Penalty: 4735.041992
	Iteration 10Q: 3 clusters Score -1366228 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1366460.750000 Penalty: 4735.041992
	Iteration 11Q: 3 clusters Score -1366461 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1366674.625000 Penalty: 4735.041992
	Iteration 12Q: 3 clusters Score -1366675 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1366850.500000 Penalty: 4735.041992
	Iteration 13Q: 3 clusters Score -1366850 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1367013.625000 Penalty: 4735.041992
	Iteration 14Q: 3 clusters Score -1367014 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1367154.500000 Penalty: 4735.041992
	Iteration 15Q: 3 clusters Score -1367154 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1367265.750000 Penalty: 4735.041992
	Iteration 16Q: 3 clusters Score -1367266 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1367354.375000 Penalty: 4735.041992
	Iteration 17Q: 3 clusters Score -1367354 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1367427.375000 Penalty: 4735.041992
	Iteration 18Q: 3 clusters Score -1367427 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1367495.375000 Penalty: 4735.041992
	Iteration 19Q: 3 clusters Score -1367495 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1367568.125000 Penalty: 4735.041992
	Iteration 20F: 3 clusters Score -1367568 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1367644.000000 Penalty: 4735.041992
	Iteration 21Q: 3 clusters Score -1367644 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1367704.625000 Penalty: 4735.041992
	Iteration 22Q: 3 clusters Score -1367705 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1367770.750000 Penalty: 4735.041992
	Iteration 23Q: 3 clusters Score -1367771 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1367838.125000 Penalty: 4735.041992
	Iteration 24Q: 3 clusters Score -1367838 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1367900.000000 Penalty: 4735.041992
	Iteration 25Q: 3 clusters Score -1367900 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1367966.750000 Penalty: 4735.041992
	Iteration 26Q: 3 clusters Score -1367967 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1368007.250000 Penalty: 4735.041992
	Iteration 27Q: 3 clusters Score -1368007 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1368038.125000 Penalty: 4735.041992
	Iteration 28Q: 3 clusters Score -1368038 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1368081.500000 Penalty: 4735.041992
	Iteration 29Q: 3 clusters Score -1368082 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1368127.375000 Penalty: 4735.041992
	Iteration 30Q: 3 clusters Score -1368127 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1368166.500000 Penalty: 4735.041992
	Iteration 31Q: 3 clusters Score -1368166 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1368209.000000 Penalty: 4735.041992
	Iteration 32Q: 3 clusters Score -1368209 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1368236.875000 Penalty: 4735.041992
	Iteration 33Q: 3 clusters Score -1368237 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1368267.125000 Penalty: 4735.041992
	Iteration 34Q: 3 clusters Score -1368267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1368295.125000 Penalty: 4735.041992
	Iteration 35Q: 3 clusters Score -1368295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1368306.875000 Penalty: 4735.041992
	Iteration 36Q: 3 clusters Score -1368307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1368314.625000 Penalty: 4735.041992
	Iteration 37Q: 3 clusters Score -1368315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1368327.500000 Penalty: 4735.041992
	Iteration 38Q: 3 clusters Score -1368328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1368341.875000 Penalty: 4735.041992
	Iteration 39Q: 3 clusters Score -1368342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1368352.500000 Penalty: 4735.041992
	Iteration 40F: 3 clusters Score -1368352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1368354.625000 Penalty: 4735.041992
	Iteration 41Q: 3 clusters Score -1368355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1368368.250000 Penalty: 4735.041992
	Iteration 42Q: 3 clusters Score -1368368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1368379.375000 Penalty: 4735.041992
	Iteration 43Q: 3 clusters Score -1368379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1368383.375000 Penalty: 4735.041992
	Iteration 44Q: 3 clusters Score -1368383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1368393.000000 Penalty: 4735.041992
	Iteration 45Q: 3 clusters Score -1368393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1368400.875000 Penalty: 4735.041992
	Iteration 46Q: 3 clusters Score -1368401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1368407.500000 Penalty: 4735.041992
	Iteration 47Q: 3 clusters Score -1368408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1368415.750000 Penalty: 4735.041992
	Iteration 48Q: 3 clusters Score -1368416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1368426.625000 Penalty: 4735.041992
	Iteration 49Q: 3 clusters Score -1368427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1368429.875000 Penalty: 4735.041992
	Iteration 50Q: 3 clusters Score -1368430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1368434.750000 Penalty: 4735.041992
	Iteration 51Q: 3 clusters Score -1368435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1368437.500000 Penalty: 4735.041992
	Iteration 52Q: 3 clusters Score -1368438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1368439.250000 Penalty: 4735.041992
	Iteration 53Q: 3 clusters Score -1368439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1368440.375000 Penalty: 4735.041992
	Iteration 54Q: 3 clusters Score -1368440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1368447.500000 Penalty: 4735.041992
	Iteration 55Q: 3 clusters Score -1368448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1368454.125000 Penalty: 4735.041992
	Iteration 56Q: 3 clusters Score -1368454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1368457.250000 Penalty: 4735.041992
	Iteration 57Q: 3 clusters Score -1368457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1368459.125000 Penalty: 4735.041992
	Iteration 58Q: 3 clusters Score -1368459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1368458.750000 Penalty: 4735.041992
	Iteration 59Q: 3 clusters Score -1368459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1368461.500000 Penalty: 4735.041992
	Iteration 60F: 3 clusters Score -1368462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1368465.375000 Penalty: 4735.041992
	Iteration 61Q: 3 clusters Score -1368465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1368465.000000 Penalty: 4735.041992
	Iteration 62Q: 3 clusters Score -1368465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1368464.875000 Penalty: 4735.041992
	Iteration 63Q: 3 clusters Score -1368465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1368464.875000 Penalty: 4735.041992
	Iteration 64F: 3 clusters Score -1368465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Entering Unmasked Estep 
Score: -4498287.500000 Penalty: 2653.740479
	Iteration 0F: 2 clusters Score -4498288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -4468360.500000 Penalty: 5307.480957
	Iteration 0F: 3 clusters Score -4468360 nChanged 20384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4479722.500000 Penalty: 5307.480957
	Iteration 1F: 3 clusters Score -4479722 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -4480343.500000 Penalty: 5307.480957
	Iteration 2Q: 3 clusters Score -4480344 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -4481011.500000 Penalty: 5307.480957
	Iteration 3Q: 3 clusters Score -4481012 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -4481798.500000 Penalty: 5307.480957
	Iteration 4Q: 3 clusters Score -4481798 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -4482882.000000 Penalty: 5307.480957
	Iteration 5Q: 3 clusters Score -4482882 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4484302.500000 Penalty: 5307.480957
	Iteration 6F: 3 clusters Score -4484302 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4486049.000000 Penalty: 5307.480957
	Iteration 7F: 3 clusters Score -4486049 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -4488147.500000 Penalty: 5307.480957
	Iteration 8F: 3 clusters Score -4488148 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -4490065.500000 Penalty: 5307.480957
	Iteration 9F: 3 clusters Score -4490066 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -4491614.500000 Penalty: 5307.480957
	Iteration 10Q: 3 clusters Score -4491614 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4492867.500000 Penalty: 5307.480957
	Iteration 11Q: 3 clusters Score -4492868 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4493852.500000 Penalty: 5307.480957
	Iteration 12Q: 3 clusters Score -4493852 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4494561.500000 Penalty: 5307.480957
	Iteration 13Q: 3 clusters Score -4494562 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4495013.500000 Penalty: 5307.480957
	Iteration 14Q: 3 clusters Score -4495014 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4495314.000000 Penalty: 5307.480957
	Iteration 15Q: 3 clusters Score -4495314 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4495524.500000 Penalty: 5307.480957
	Iteration 16Q: 3 clusters Score -4495524 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4495664.000000 Penalty: 5307.480957
	Iteration 17Q: 3 clusters Score -4495664 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4495747.000000 Penalty: 5307.480957
	Iteration 18Q: 3 clusters Score -4495747 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4495829.500000 Penalty: 5307.480957
	Iteration 19Q: 3 clusters Score -4495830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4495879.500000 Penalty: 5307.480957
	Iteration 20F: 3 clusters Score -4495880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4495913.500000 Penalty: 5307.480957
	Iteration 21Q: 3 clusters Score -4495914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4495936.000000 Penalty: 5307.480957
	Iteration 22Q: 3 clusters Score -4495936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4495940.500000 Penalty: 5307.480957
	Iteration 23Q: 3 clusters Score -4495940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4495948.500000 Penalty: 5307.480957
	Iteration 24Q: 3 clusters Score -4495948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4495957.500000 Penalty: 5307.480957
	Iteration 25Q: 3 clusters Score -4495958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4495961.500000 Penalty: 5307.480957
	Iteration 26Q: 3 clusters Score -4495962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4495962.000000 Penalty: 5307.480957
	Iteration 27Q: 3 clusters Score -4495962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4495964.500000 Penalty: 5307.480957
	Iteration 28Q: 3 clusters Score -4495964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4495968.500000 Penalty: 5307.480957
	Iteration 29Q: 3 clusters Score -4495968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4495968.000000 Penalty: 5307.480957
	Iteration 30Q: 3 clusters Score -4495968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4495970.000000 Penalty: 5307.480957
	Iteration 31Q: 3 clusters Score -4495970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4495970.000000 Penalty: 5307.480957
	Iteration 32F: 3 clusters Score -4495970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Entering Unmasked Estep 
Score: -1118001.625000 Penalty: 2311.871094
	Iteration 0F: 2 clusters Score -1118002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1109595.125000 Penalty: 4623.742188
	Iteration 0F: 3 clusters Score -1109595 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1112244.875000 Penalty: 4623.742188
	Iteration 1F: 3 clusters Score -1112245 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1112632.375000 Penalty: 4623.742188
	Iteration 2F: 3 clusters Score -1112632 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1112974.375000 Penalty: 4623.742188
	Iteration 3F: 3 clusters Score -1112974 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1113279.125000 Penalty: 4623.742188
	Iteration 4Q: 3 clusters Score -1113279 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1113542.750000 Penalty: 4623.742188
	Iteration 5Q: 3 clusters Score -1113543 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1113784.250000 Penalty: 4623.742188
	Iteration 6Q: 3 clusters Score -1113784 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1114035.125000 Penalty: 4623.742188
	Iteration 7Q: 3 clusters Score -1114035 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1114336.000000 Penalty: 4623.742188
	Iteration 8Q: 3 clusters Score -1114336 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1114624.375000 Penalty: 4623.742188
	Iteration 9Q: 3 clusters Score -1114624 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1114908.875000 Penalty: 4623.742188
	Iteration 10Q: 3 clusters Score -1114909 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1115136.375000 Penalty: 4623.742188
	Iteration 11Q: 3 clusters Score -1115136 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1115332.250000 Penalty: 4623.742188
	Iteration 12Q: 3 clusters Score -1115332 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1115520.000000 Penalty: 4623.742188
	Iteration 13Q: 3 clusters Score -1115520 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1115682.750000 Penalty: 4623.742188
	Iteration 14Q: 3 clusters Score -1115683 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1115832.375000 Penalty: 4623.742188
	Iteration 15Q: 3 clusters Score -1115832 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1115959.000000 Penalty: 4623.742188
	Iteration 16Q: 3 clusters Score -1115959 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1116093.500000 Penalty: 4623.742188
	Iteration 17Q: 3 clusters Score -1116094 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1116239.875000 Penalty: 4623.742188
	Iteration 18Q: 3 clusters Score -1116240 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1116364.125000 Penalty: 4623.742188
	Iteration 19Q: 3 clusters Score -1116364 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1116463.750000 Penalty: 4623.742188
	Iteration 20F: 3 clusters Score -1116464 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1116537.250000 Penalty: 4623.742188
	Iteration 21Q: 3 clusters Score -1116537 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1116581.250000 Penalty: 4623.742188
	Iteration 22Q: 3 clusters Score -1116581 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1116602.500000 Penalty: 4623.742188
	Iteration 23Q: 3 clusters Score -1116602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1116626.000000 Penalty: 4623.742188
	Iteration 24Q: 3 clusters Score -1116626 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1116649.750000 Penalty: 4623.742188
	Iteration 25Q: 3 clusters Score -1116650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1116671.375000 Penalty: 4623.742188
	Iteration 26Q: 3 clusters Score -1116671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1116684.000000 Penalty: 4623.742188
	Iteration 27Q: 3 clusters Score -1116684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1116689.375000 Penalty: 4623.742188
	Iteration 28Q: 3 clusters Score -1116689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1116699.500000 Penalty: 4623.742188
	Iteration 29Q: 3 clusters Score -1116700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1116701.875000 Penalty: 4623.742188
	Iteration 30Q: 3 clusters Score -1116702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1116708.875000 Penalty: 4623.742188
	Iteration 31Q: 3 clusters Score -1116709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1116713.875000 Penalty: 4623.742188
	Iteration 32Q: 3 clusters Score -1116714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1116713.625000 Penalty: 4623.742188
	Iteration 33Q: 3 clusters Score -1116714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1116714.375000 Penalty: 4623.742188
	Iteration 34Q: 3 clusters Score -1116714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1116720.000000 Penalty: 4623.742188
	Iteration 35Q: 3 clusters Score -1116720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1116718.375000 Penalty: 4623.742188
	Iteration 36Q: 3 clusters Score -1116718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1116720.125000 Penalty: 4623.742188
	Iteration 37Q: 3 clusters Score -1116720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1116722.375000 Penalty: 4623.742188
	Iteration 38Q: 3 clusters Score -1116722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1116721.000000 Penalty: 4623.742188
	Iteration 39Q: 3 clusters Score -1116721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1116721.500000 Penalty: 4623.742188
	Iteration 40F: 3 clusters Score -1116722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Entering Unmasked Estep 
Score: -2560107.000000 Penalty: 2510.769043
	Iteration 0F: 2 clusters Score -2560107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2542867.000000 Penalty: 5021.538086
	Iteration 0F: 3 clusters Score -2542867 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2548781.000000 Penalty: 5021.538086
	Iteration 1F: 3 clusters Score -2548781 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2549119.250000 Penalty: 5021.538086
	Iteration 2Q: 3 clusters Score -2549119 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2549421.500000 Penalty: 5021.538086
	Iteration 3Q: 3 clusters Score -2549422 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2549677.250000 Penalty: 5021.538086
	Iteration 4Q: 3 clusters Score -2549677 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2549964.750000 Penalty: 5021.538086
	Iteration 5Q: 3 clusters Score -2549965 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2550284.500000 Penalty: 5021.538086
	Iteration 6Q: 3 clusters Score -2550284 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2550707.750000 Penalty: 5021.538086
	Iteration 7Q: 3 clusters Score -2550708 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2551297.750000 Penalty: 5021.538086
	Iteration 8Q: 3 clusters Score -2551298 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2552152.250000 Penalty: 5021.538086
	Iteration 9F: 3 clusters Score -2552152 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2553345.250000 Penalty: 5021.538086
	Iteration 10F: 3 clusters Score -2553345 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2554788.250000 Penalty: 5021.538086
	Iteration 11F: 3 clusters Score -2554788 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2556058.500000 Penalty: 5021.538086
	Iteration 12F: 3 clusters Score -2556058 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -2556918.500000 Penalty: 5021.538086
	Iteration 13Q: 3 clusters Score -2556918 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -2557395.000000 Penalty: 5021.538086
	Iteration 14Q: 3 clusters Score -2557395 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2557651.500000 Penalty: 5021.538086
	Iteration 15Q: 3 clusters Score -2557652 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2557801.750000 Penalty: 5021.538086
	Iteration 16Q: 3 clusters Score -2557802 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2557874.250000 Penalty: 5021.538086
	Iteration 17Q: 3 clusters Score -2557874 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -2557935.500000 Penalty: 5021.538086
	Iteration 18Q: 3 clusters Score -2557936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -2557974.750000 Penalty: 5021.538086
	Iteration 19Q: 3 clusters Score -2557975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -2557989.250000 Penalty: 5021.538086
	Iteration 20F: 3 clusters Score -2557989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -2558006.000000 Penalty: 5021.538086
	Iteration 21Q: 3 clusters Score -2558006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -2558013.000000 Penalty: 5021.538086
	Iteration 22Q: 3 clusters Score -2558013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -2558026.750000 Penalty: 5021.538086
	Iteration 23Q: 3 clusters Score -2558027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2558037.500000 Penalty: 5021.538086
	Iteration 24Q: 3 clusters Score -2558038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -2558042.500000 Penalty: 5021.538086
	Iteration 25Q: 3 clusters Score -2558042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2558045.000000 Penalty: 5021.538086
	Iteration 26Q: 3 clusters Score -2558045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2558046.000000 Penalty: 5021.538086
	Iteration 27Q: 3 clusters Score -2558046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2558050.500000 Penalty: 5021.538086
	Iteration 28Q: 3 clusters Score -2558050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2558051.250000 Penalty: 5021.538086
	Iteration 29Q: 3 clusters Score -2558051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -2558054.500000 Penalty: 5021.538086
	Iteration 30Q: 3 clusters Score -2558054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2558058.000000 Penalty: 5021.538086
	Iteration 31Q: 3 clusters Score -2558058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -2558055.500000 Penalty: 5021.538086
	Iteration 32Q: 3 clusters Score -2558056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -2558060.750000 Penalty: 5021.538086
	Iteration 33Q: 3 clusters Score -2558061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -2558059.250000 Penalty: 5021.538086
	Iteration 34Q: 3 clusters Score -2558059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -2558059.250000 Penalty: 5021.538086
	Iteration 35F: 3 clusters Score -2558059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Entering Unmasked Estep 
Score: -1530082.250000 Penalty: 2394.573486
	Iteration 0F: 2 clusters Score -1530082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1518907.375000 Penalty: 4789.146973
	Iteration 0F: 3 clusters Score -1518907 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1522492.875000 Penalty: 4789.146973
	Iteration 1F: 3 clusters Score -1522493 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1523034.750000 Penalty: 4789.146973
	Iteration 2F: 3 clusters Score -1523035 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1523627.250000 Penalty: 4789.146973
	Iteration 3F: 3 clusters Score -1523627 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1524251.750000 Penalty: 4789.146973
	Iteration 4F: 3 clusters Score -1524252 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1524919.500000 Penalty: 4789.146973
	Iteration 5F: 3 clusters Score -1524920 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1525581.125000 Penalty: 4789.146973
	Iteration 6F: 3 clusters Score -1525581 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1526073.625000 Penalty: 4789.146973
	Iteration 7F: 3 clusters Score -1526074 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1526455.375000 Penalty: 4789.146973
	Iteration 8Q: 3 clusters Score -1526455 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1526749.375000 Penalty: 4789.146973
	Iteration 9Q: 3 clusters Score -1526749 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1526942.125000 Penalty: 4789.146973
	Iteration 10Q: 3 clusters Score -1526942 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1527097.625000 Penalty: 4789.146973
	Iteration 11Q: 3 clusters Score -1527098 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1527244.125000 Penalty: 4789.146973
	Iteration 12Q: 3 clusters Score -1527244 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1527359.000000 Penalty: 4789.146973
	Iteration 13Q: 3 clusters Score -1527359 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1527485.625000 Penalty: 4789.146973
	Iteration 14Q: 3 clusters Score -1527486 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1527589.250000 Penalty: 4789.146973
	Iteration 15Q: 3 clusters Score -1527589 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1527693.375000 Penalty: 4789.146973
	Iteration 16Q: 3 clusters Score -1527693 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1527782.000000 Penalty: 4789.146973
	Iteration 17Q: 3 clusters Score -1527782 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1527886.625000 Penalty: 4789.146973
	Iteration 18Q: 3 clusters Score -1527887 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1527985.625000 Penalty: 4789.146973
	Iteration 19Q: 3 clusters Score -1527986 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1528093.375000 Penalty: 4789.146973
	Iteration 20F: 3 clusters Score -1528093 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1528179.375000 Penalty: 4789.146973
	Iteration 21Q: 3 clusters Score -1528179 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1528250.875000 Penalty: 4789.146973
	Iteration 22Q: 3 clusters Score -1528251 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1528301.125000 Penalty: 4789.146973
	Iteration 23Q: 3 clusters Score -1528301 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1528340.125000 Penalty: 4789.146973
	Iteration 24Q: 3 clusters Score -1528340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1528378.375000 Penalty: 4789.146973
	Iteration 25Q: 3 clusters Score -1528378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1528419.250000 Penalty: 4789.146973
	Iteration 26Q: 3 clusters Score -1528419 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1528442.625000 Penalty: 4789.146973
	Iteration 27Q: 3 clusters Score -1528443 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1528470.500000 Penalty: 4789.146973
	Iteration 28Q: 3 clusters Score -1528470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1528492.875000 Penalty: 4789.146973
	Iteration 29Q: 3 clusters Score -1528493 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1528512.250000 Penalty: 4789.146973
	Iteration 30Q: 3 clusters Score -1528512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1528525.625000 Penalty: 4789.146973
	Iteration 31Q: 3 clusters Score -1528526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1528538.000000 Penalty: 4789.146973
	Iteration 32Q: 3 clusters Score -1528538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1528543.375000 Penalty: 4789.146973
	Iteration 33Q: 3 clusters Score -1528543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1528554.125000 Penalty: 4789.146973
	Iteration 34Q: 3 clusters Score -1528554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1528560.625000 Penalty: 4789.146973
	Iteration 35Q: 3 clusters Score -1528561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1528564.125000 Penalty: 4789.146973
	Iteration 36Q: 3 clusters Score -1528564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1528568.875000 Penalty: 4789.146973
	Iteration 37Q: 3 clusters Score -1528569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1528574.375000 Penalty: 4789.146973
	Iteration 38Q: 3 clusters Score -1528574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1528580.125000 Penalty: 4789.146973
	Iteration 39Q: 3 clusters Score -1528580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1528584.375000 Penalty: 4789.146973
	Iteration 40F: 3 clusters Score -1528584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1528588.500000 Penalty: 4789.146973
	Iteration 41Q: 3 clusters Score -1528588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1528589.500000 Penalty: 4789.146973
	Iteration 42Q: 3 clusters Score -1528590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1528590.500000 Penalty: 4789.146973
	Iteration 43Q: 3 clusters Score -1528590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1528592.000000 Penalty: 4789.146973
	Iteration 44Q: 3 clusters Score -1528592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1528592.625000 Penalty: 4789.146973
	Iteration 45Q: 3 clusters Score -1528593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1528591.750000 Penalty: 4789.146973
	Iteration 46Q: 3 clusters Score -1528592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1528592.250000 Penalty: 4789.146973
	Iteration 47Q: 3 clusters Score -1528592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1528593.875000 Penalty: 4789.146973
	Iteration 48Q: 3 clusters Score -1528594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1528591.625000 Penalty: 4789.146973
	Iteration 49Q: 3 clusters Score -1528592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1528596.125000 Penalty: 4789.146973
	Iteration 50Q: 3 clusters Score -1528596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1528593.375000 Penalty: 4789.146973
	Iteration 51Q: 3 clusters Score -1528593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1528594.375000 Penalty: 4789.146973
	Iteration 52Q: 3 clusters Score -1528594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1528596.500000 Penalty: 4789.146973
	Iteration 53Q: 3 clusters Score -1528596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1528596.000000 Penalty: 4789.146973
	Iteration 54Q: 3 clusters Score -1528596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1528596.000000 Penalty: 4789.146973
	Iteration 55F: 3 clusters Score -1528596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (199052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199052 members 
Entering Unmasked Estep 
Score: -20067912.000000 Penalty: 3025.927734
	Iteration 0F: 2 clusters Score -2.006791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99614 members 
Mstep: Class 2 contains 99438 members 
Entering Unmasked Estep 
Score: -19934684.000000 Penalty: 6051.855469
	Iteration 0F: 3 clusters Score -1.993468e+07 nChanged 95421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101583 members 
Mstep: Class 2 contains 97469 members 
Entering Unmasked Estep 
Score: -19990208.000000 Penalty: 6051.855469
	Iteration 1F: 3 clusters Score -1.999021e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -19991128.000000 Penalty: 6051.855469
	Iteration 2Q: 3 clusters Score -1.999113e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104913 members 
Mstep: Class 2 contains 94139 members 
Entering Unmasked Estep 
Score: -19992056.000000 Penalty: 6051.855469
	Iteration 3Q: 3 clusters Score -1.999206e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108103 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -19993360.000000 Penalty: 6051.855469
	Iteration 4Q: 3 clusters Score -1.999336e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112973 members 
Mstep: Class 2 contains 86079 members 
Entering Unmasked Estep 
Score: -19995234.000000 Penalty: 6051.855469
	Iteration 5Q: 3 clusters Score -1.999523e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120291 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -19998404.000000 Penalty: 6051.855469
	Iteration 6Q: 3 clusters Score -1.99984e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130726 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -20004288.000000 Penalty: 6051.855469
	Iteration 7F: 3 clusters Score -2.000429e+07 nChanged 14269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144823 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -20014182.000000 Penalty: 6051.855469
	Iteration 8F: 3 clusters Score -2.001418e+07 nChanged 17309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162098 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -20029248.000000 Penalty: 6051.855469
	Iteration 9F: 3 clusters Score -2.002925e+07 nChanged 17011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179107 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -20045862.000000 Penalty: 6051.855469
	Iteration 10F: 3 clusters Score -2.004586e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191025 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -20057598.000000 Penalty: 6051.855469
	Iteration 11F: 3 clusters Score -2.00576e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196470 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -20062794.000000 Penalty: 6051.855469
	Iteration 12Q: 3 clusters Score -2.006279e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198203 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -20064274.000000 Penalty: 6051.855469
	Iteration 13Q: 3 clusters Score -2.006427e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198644 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -20064784.000000 Penalty: 6051.855469
	Iteration 14Q: 3 clusters Score -2.006478e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198769 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20065010.000000 Penalty: 6051.855469
	Iteration 15Q: 3 clusters Score -2.006501e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198801 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -20065106.000000 Penalty: 6051.855469
	Iteration 16Q: 3 clusters Score -2.006511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198811 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20065140.000000 Penalty: 6051.855469
	Iteration 17Q: 3 clusters Score -2.006514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198814 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20065166.000000 Penalty: 6051.855469
	Iteration 18Q: 3 clusters Score -2.006517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198818 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20065170.000000 Penalty: 6051.855469
	Iteration 19Q: 3 clusters Score -2.006517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198820 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20065190.000000 Penalty: 6051.855469
	Iteration 20F: 3 clusters Score -2.006519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198821 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20065202.000000 Penalty: 6051.855469
	Iteration 21Q: 3 clusters Score -2.00652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198824 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20065208.000000 Penalty: 6051.855469
	Iteration 22Q: 3 clusters Score -2.006521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198829 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20065218.000000 Penalty: 6051.855469
	Iteration 23Q: 3 clusters Score -2.006522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198832 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20065218.000000 Penalty: 6051.855469
	Iteration 24Q: 3 clusters Score -2.006522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198833 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20065224.000000 Penalty: 6051.855469
	Iteration 25Q: 3 clusters Score -2.006522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198835 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20065246.000000 Penalty: 6051.855469
	Iteration 26Q: 3 clusters Score -2.006525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198834 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20065252.000000 Penalty: 6051.855469
	Iteration 27Q: 3 clusters Score -2.006525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198834 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20065252.000000 Penalty: 6051.855469
	Iteration 28F: 3 clusters Score -2.006525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Entering Unmasked Estep 
Score: -3594943.750000 Penalty: 2623.113281
	Iteration 0F: 2 clusters Score -3594944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3568374.000000 Penalty: 5246.226562
	Iteration 0F: 3 clusters Score -3568374 nChanged 17851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3578274.750000 Penalty: 5246.226562
	Iteration 1F: 3 clusters Score -3578275 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -3578905.250000 Penalty: 5246.226562
	Iteration 2Q: 3 clusters Score -3578905 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3579613.750000 Penalty: 5246.226562
	Iteration 3Q: 3 clusters Score -3579614 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3580391.000000 Penalty: 5246.226562
	Iteration 4Q: 3 clusters Score -3580391 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3581240.000000 Penalty: 5246.226562
	Iteration 5Q: 3 clusters Score -3581240 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3582181.000000 Penalty: 5246.226562
	Iteration 6Q: 3 clusters Score -3582181 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3583240.250000 Penalty: 5246.226562
	Iteration 7F: 3 clusters Score -3583240 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3584339.000000 Penalty: 5246.226562
	Iteration 8F: 3 clusters Score -3584339 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3585452.750000 Penalty: 5246.226562
	Iteration 9Q: 3 clusters Score -3585453 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3586476.750000 Penalty: 5246.226562
	Iteration 10Q: 3 clusters Score -3586477 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3587371.500000 Penalty: 5246.226562
	Iteration 11Q: 3 clusters Score -3587372 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3588164.000000 Penalty: 5246.226562
	Iteration 12Q: 3 clusters Score -3588164 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3588746.250000 Penalty: 5246.226562
	Iteration 13Q: 3 clusters Score -3588746 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -3589148.500000 Penalty: 5246.226562
	Iteration 14Q: 3 clusters Score -3589148 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3589413.500000 Penalty: 5246.226562
	Iteration 15Q: 3 clusters Score -3589414 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3589619.250000 Penalty: 5246.226562
	Iteration 16Q: 3 clusters Score -3589619 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3589768.500000 Penalty: 5246.226562
	Iteration 17Q: 3 clusters Score -3589768 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3589912.500000 Penalty: 5246.226562
	Iteration 18Q: 3 clusters Score -3589912 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -3590047.750000 Penalty: 5246.226562
	Iteration 19Q: 3 clusters Score -3590048 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3590182.750000 Penalty: 5246.226562
	Iteration 20F: 3 clusters Score -3590183 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -3590316.250000 Penalty: 5246.226562
	Iteration 21Q: 3 clusters Score -3590316 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -3590450.750000 Penalty: 5246.226562
	Iteration 22Q: 3 clusters Score -3590451 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -3590546.000000 Penalty: 5246.226562
	Iteration 23Q: 3 clusters Score -3590546 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -3590646.000000 Penalty: 5246.226562
	Iteration 24Q: 3 clusters Score -3590646 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -3590754.750000 Penalty: 5246.226562
	Iteration 25Q: 3 clusters Score -3590755 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -3590861.000000 Penalty: 5246.226562
	Iteration 26Q: 3 clusters Score -3590861 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -3590946.750000 Penalty: 5246.226562
	Iteration 27Q: 3 clusters Score -3590947 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -3591022.500000 Penalty: 5246.226562
	Iteration 28Q: 3 clusters Score -3591022 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -3591113.250000 Penalty: 5246.226562
	Iteration 29Q: 3 clusters Score -3591113 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -3591188.500000 Penalty: 5246.226562
	Iteration 30Q: 3 clusters Score -3591188 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -3591259.750000 Penalty: 5246.226562
	Iteration 31Q: 3 clusters Score -3591260 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -3591351.250000 Penalty: 5246.226562
	Iteration 32Q: 3 clusters Score -3591351 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -3591433.000000 Penalty: 5246.226562
	Iteration 33Q: 3 clusters Score -3591433 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -3591506.250000 Penalty: 5246.226562
	Iteration 34Q: 3 clusters Score -3591506 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -3591579.000000 Penalty: 5246.226562
	Iteration 35Q: 3 clusters Score -3591579 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -3591664.750000 Penalty: 5246.226562
	Iteration 36Q: 3 clusters Score -3591665 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -3591749.000000 Penalty: 5246.226562
	Iteration 37Q: 3 clusters Score -3591749 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -3591811.750000 Penalty: 5246.226562
	Iteration 38Q: 3 clusters Score -3591812 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -3591906.500000 Penalty: 5246.226562
	Iteration 39Q: 3 clusters Score -3591906 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -3591984.250000 Penalty: 5246.226562
	Iteration 40F: 3 clusters Score -3591984 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -3592056.250000 Penalty: 5246.226562
	Iteration 41Q: 3 clusters Score -3592056 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -3592137.750000 Penalty: 5246.226562
	Iteration 42Q: 3 clusters Score -3592138 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -3592217.750000 Penalty: 5246.226562
	Iteration 43Q: 3 clusters Score -3592218 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -3592283.000000 Penalty: 5246.226562
	Iteration 44Q: 3 clusters Score -3592283 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -3592349.000000 Penalty: 5246.226562
	Iteration 45Q: 3 clusters Score -3592349 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -3592432.250000 Penalty: 5246.226562
	Iteration 46Q: 3 clusters Score -3592432 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -3592487.000000 Penalty: 5246.226562
	Iteration 47Q: 3 clusters Score -3592487 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -3592563.250000 Penalty: 5246.226562
	Iteration 48Q: 3 clusters Score -3592563 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -3592640.250000 Penalty: 5246.226562
	Iteration 49Q: 3 clusters Score -3592640 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -3592698.500000 Penalty: 5246.226562
	Iteration 50Q: 3 clusters Score -3592698 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -3592759.750000 Penalty: 5246.226562
	Iteration 51Q: 3 clusters Score -3592760 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -3592800.250000 Penalty: 5246.226562
	Iteration 52Q: 3 clusters Score -3592800 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -3592821.000000 Penalty: 5246.226562
	Iteration 53Q: 3 clusters Score -3592821 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -3592843.750000 Penalty: 5246.226562
	Iteration 54Q: 3 clusters Score -3592844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -3592855.750000 Penalty: 5246.226562
	Iteration 55Q: 3 clusters Score -3592856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -3592864.000000 Penalty: 5246.226562
	Iteration 56Q: 3 clusters Score -3592864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -3592872.500000 Penalty: 5246.226562
	Iteration 57Q: 3 clusters Score -3592872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -3592882.750000 Penalty: 5246.226562
	Iteration 58Q: 3 clusters Score -3592883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -3592883.250000 Penalty: 5246.226562
	Iteration 59Q: 3 clusters Score -3592883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -3592883.750000 Penalty: 5246.226562
	Iteration 60F: 3 clusters Score -3592884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -3592886.750000 Penalty: 5246.226562
	Iteration 61Q: 3 clusters Score -3592887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -3592889.750000 Penalty: 5246.226562
	Iteration 62Q: 3 clusters Score -3592890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -3592895.750000 Penalty: 5246.226562
	Iteration 63Q: 3 clusters Score -3592896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -3592898.250000 Penalty: 5246.226562
	Iteration 64Q: 3 clusters Score -3592898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -3592899.500000 Penalty: 5246.226562
	Iteration 65Q: 3 clusters Score -3592900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -3592905.000000 Penalty: 5246.226562
	Iteration 66Q: 3 clusters Score -3592905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -3592908.750000 Penalty: 5246.226562
	Iteration 67Q: 3 clusters Score -3592909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -3592907.000000 Penalty: 5246.226562
	Iteration 68Q: 3 clusters Score -3592907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -3592915.000000 Penalty: 5246.226562
	Iteration 69Q: 3 clusters Score -3592915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -3592917.250000 Penalty: 5246.226562
	Iteration 70Q: 3 clusters Score -3592917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -3592915.500000 Penalty: 5246.226562
	Iteration 71Q: 3 clusters Score -3592916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -3592917.750000 Penalty: 5246.226562
	Iteration 72Q: 3 clusters Score -3592918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -3592920.500000 Penalty: 5246.226562
	Iteration 73Q: 3 clusters Score -3592920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -3592921.250000 Penalty: 5246.226562
	Iteration 74Q: 3 clusters Score -3592921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -3592921.750000 Penalty: 5246.226562
	Iteration 75Q: 3 clusters Score -3592922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -3592927.500000 Penalty: 5246.226562
	Iteration 76Q: 3 clusters Score -3592928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -3592927.500000 Penalty: 5246.226562
	Iteration 77Q: 3 clusters Score -3592928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -3592931.000000 Penalty: 5246.226562
	Iteration 78Q: 3 clusters Score -3592931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -3592931.500000 Penalty: 5246.226562
	Iteration 79Q: 3 clusters Score -3592932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -3592937.000000 Penalty: 5246.226562
	Iteration 80F: 3 clusters Score -3592937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -3592937.750000 Penalty: 5246.226562
	Iteration 81Q: 3 clusters Score -3592938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -3592940.750000 Penalty: 5246.226562
	Iteration 82Q: 3 clusters Score -3592941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -3592944.500000 Penalty: 5246.226562
	Iteration 83Q: 3 clusters Score -3592944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -3592950.250000 Penalty: 5246.226562
	Iteration 84Q: 3 clusters Score -3592950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -3592946.750000 Penalty: 5246.226562
	Iteration 85Q: 3 clusters Score -3592947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -3592958.750000 Penalty: 5246.226562
	Iteration 86Q: 3 clusters Score -3592959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -3592960.750000 Penalty: 5246.226562
	Iteration 87Q: 3 clusters Score -3592961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -3592962.500000 Penalty: 5246.226562
	Iteration 88Q: 3 clusters Score -3592962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -3592968.500000 Penalty: 5246.226562
	Iteration 89Q: 3 clusters Score -3592968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -3592962.000000 Penalty: 5246.226562
	Iteration 90Q: 3 clusters Score -3592962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -3592965.750000 Penalty: 5246.226562
	Iteration 91Q: 3 clusters Score -3592966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -3592971.500000 Penalty: 5246.226562
	Iteration 92Q: 3 clusters Score -3592972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -3592971.500000 Penalty: 5246.226562
	Iteration 93Q: 3 clusters Score -3592972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -3592972.250000 Penalty: 5246.226562
	Iteration 94Q: 3 clusters Score -3592972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -3592974.000000 Penalty: 5246.226562
	Iteration 95Q: 3 clusters Score -3592974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -3592974.000000 Penalty: 5246.226562
	Iteration 96F: 3 clusters Score -3592974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (228040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228040 members 
Entering Unmasked Estep 
Score: -22957958.000000 Penalty: 3059.644531
	Iteration 0F: 2 clusters Score -2.295796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114200 members 
Mstep: Class 2 contains 113840 members 
Entering Unmasked Estep 
Score: -22808260.000000 Penalty: 6119.289062
	Iteration 0F: 3 clusters Score -2.280826e+07 nChanged 110054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116802 members 
Mstep: Class 2 contains 111238 members 
Entering Unmasked Estep 
Score: -22872874.000000 Penalty: 6119.289062
	Iteration 1F: 3 clusters Score -2.287287e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118212 members 
Mstep: Class 2 contains 109828 members 
Entering Unmasked Estep 
Score: -22874162.000000 Penalty: 6119.289062
	Iteration 2Q: 3 clusters Score -2.287416e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 107779 members 
Entering Unmasked Estep 
Score: -22875620.000000 Penalty: 6119.289062
	Iteration 3Q: 3 clusters Score -2.287562e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123311 members 
Mstep: Class 2 contains 104729 members 
Entering Unmasked Estep 
Score: -22877720.000000 Penalty: 6119.289062
	Iteration 4Q: 3 clusters Score -2.287772e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127931 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -22880698.000000 Penalty: 6119.289062
	Iteration 5Q: 3 clusters Score -2.28807e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134754 members 
Mstep: Class 2 contains 93286 members 
Entering Unmasked Estep 
Score: -22885698.000000 Penalty: 6119.289062
	Iteration 6Q: 3 clusters Score -2.28857e+07 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143753 members 
Mstep: Class 2 contains 84287 members 
Entering Unmasked Estep 
Score: -22893564.000000 Penalty: 6119.289062
	Iteration 7F: 3 clusters Score -2.289356e+07 nChanged 14320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154227 members 
Mstep: Class 2 contains 73813 members 
Entering Unmasked Estep 
Score: -22904482.000000 Penalty: 6119.289062
	Iteration 8F: 3 clusters Score -2.290448e+07 nChanged 14316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164251 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -22915992.000000 Penalty: 6119.289062
	Iteration 9F: 3 clusters Score -2.291599e+07 nChanged 12213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172052 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -22924196.000000 Penalty: 6119.289062
	Iteration 10F: 3 clusters Score -2.29242e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177775 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -22928610.000000 Penalty: 6119.289062
	Iteration 11Q: 3 clusters Score -2.292861e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182648 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -22931486.000000 Penalty: 6119.289062
	Iteration 12Q: 3 clusters Score -2.293149e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187268 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -22933546.000000 Penalty: 6119.289062
	Iteration 13Q: 3 clusters Score -2.293355e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191663 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -22935212.000000 Penalty: 6119.289062
	Iteration 14Q: 3 clusters Score -2.293521e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195963 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -22937160.000000 Penalty: 6119.289062
	Iteration 15Q: 3 clusters Score -2.293716e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200085 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -22938912.000000 Penalty: 6119.289062
	Iteration 16Q: 3 clusters Score -2.293891e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203998 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -22940790.000000 Penalty: 6119.289062
	Iteration 17Q: 3 clusters Score -2.294079e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207781 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -22942798.000000 Penalty: 6119.289062
	Iteration 18Q: 3 clusters Score -2.29428e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211387 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -22944778.000000 Penalty: 6119.289062
	Iteration 19Q: 3 clusters Score -2.294478e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214701 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -22946838.000000 Penalty: 6119.289062
	Iteration 20F: 3 clusters Score -2.294684e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217615 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -22948534.000000 Penalty: 6119.289062
	Iteration 21Q: 3 clusters Score -2.294853e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220057 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -22950048.000000 Penalty: 6119.289062
	Iteration 22Q: 3 clusters Score -2.295005e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222215 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -22951556.000000 Penalty: 6119.289062
	Iteration 23Q: 3 clusters Score -2.295156e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223927 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -22952694.000000 Penalty: 6119.289062
	Iteration 24Q: 3 clusters Score -2.295269e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225128 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -22953474.000000 Penalty: 6119.289062
	Iteration 25Q: 3 clusters Score -2.295347e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225948 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -22954002.000000 Penalty: 6119.289062
	Iteration 26Q: 3 clusters Score -2.2954e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226488 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -22954340.000000 Penalty: 6119.289062
	Iteration 27Q: 3 clusters Score -2.295434e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226870 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -22954632.000000 Penalty: 6119.289062
	Iteration 28Q: 3 clusters Score -2.295463e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227115 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -22954810.000000 Penalty: 6119.289062
	Iteration 29Q: 3 clusters Score -2.295481e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227262 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -22954962.000000 Penalty: 6119.289062
	Iteration 30Q: 3 clusters Score -2.295496e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227354 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -22955048.000000 Penalty: 6119.289062
	Iteration 31Q: 3 clusters Score -2.295505e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227401 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -22955080.000000 Penalty: 6119.289062
	Iteration 32Q: 3 clusters Score -2.295508e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227431 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -22955130.000000 Penalty: 6119.289062
	Iteration 33Q: 3 clusters Score -2.295513e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227458 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -22955116.000000 Penalty: 6119.289062
	Iteration 34Q: 3 clusters Score -2.295512e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227479 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -22955134.000000 Penalty: 6119.289062
	Iteration 35Q: 3 clusters Score -2.295513e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227495 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -22955170.000000 Penalty: 6119.289062
	Iteration 36Q: 3 clusters Score -2.295517e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227508 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -22955188.000000 Penalty: 6119.289062
	Iteration 37Q: 3 clusters Score -2.295519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227520 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -22955192.000000 Penalty: 6119.289062
	Iteration 38Q: 3 clusters Score -2.295519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227527 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -22955196.000000 Penalty: 6119.289062
	Iteration 39Q: 3 clusters Score -2.29552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227533 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -22955206.000000 Penalty: 6119.289062
	Iteration 40F: 3 clusters Score -2.295521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227537 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -22955214.000000 Penalty: 6119.289062
	Iteration 41Q: 3 clusters Score -2.295521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227541 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -22955236.000000 Penalty: 6119.289062
	Iteration 42Q: 3 clusters Score -2.295524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227546 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22955234.000000 Penalty: 6119.289062
	Iteration 43Q: 3 clusters Score -2.295523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227550 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -22955232.000000 Penalty: 6119.289062
	Iteration 44Q: 3 clusters Score -2.295523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227557 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22955230.000000 Penalty: 6119.289062
	Iteration 45Q: 3 clusters Score -2.295523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227557 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22955244.000000 Penalty: 6119.289062
	Iteration 46Q: 3 clusters Score -2.295524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227564 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22955252.000000 Penalty: 6119.289062
	Iteration 47Q: 3 clusters Score -2.295525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227567 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -22955266.000000 Penalty: 6119.289062
	Iteration 48Q: 3 clusters Score -2.295527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227572 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -22955280.000000 Penalty: 6119.289062
	Iteration 49Q: 3 clusters Score -2.295528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227575 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -22955278.000000 Penalty: 6119.289062
	Iteration 50Q: 3 clusters Score -2.295528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227577 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -22955274.000000 Penalty: 6119.289062
	Iteration 51Q: 3 clusters Score -2.295527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227578 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -22955268.000000 Penalty: 6119.289062
	Iteration 52Q: 3 clusters Score -2.295527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227578 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -22955268.000000 Penalty: 6119.289062
	Iteration 53F: 3 clusters Score -2.295527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Entering Unmasked Estep 
Score: -1620217.750000 Penalty: 2411.166504
	Iteration 0F: 2 clusters Score -1620218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1608271.000000 Penalty: 4822.333008
	Iteration 0F: 3 clusters Score -1608271 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1612294.250000 Penalty: 4822.333008
	Iteration 1F: 3 clusters Score -1612294 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1612721.500000 Penalty: 4822.333008
	Iteration 2F: 3 clusters Score -1612722 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1613108.375000 Penalty: 4822.333008
	Iteration 3F: 3 clusters Score -1613108 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1613543.750000 Penalty: 4822.333008
	Iteration 4Q: 3 clusters Score -1613544 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1614027.875000 Penalty: 4822.333008
	Iteration 5Q: 3 clusters Score -1614028 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1614622.750000 Penalty: 4822.333008
	Iteration 6F: 3 clusters Score -1614623 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1615215.750000 Penalty: 4822.333008
	Iteration 7F: 3 clusters Score -1615216 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1615807.750000 Penalty: 4822.333008
	Iteration 8F: 3 clusters Score -1615808 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1616382.000000 Penalty: 4822.333008
	Iteration 9Q: 3 clusters Score -1616382 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1616809.875000 Penalty: 4822.333008
	Iteration 10Q: 3 clusters Score -1616810 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1617067.625000 Penalty: 4822.333008
	Iteration 11Q: 3 clusters Score -1617068 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1617236.250000 Penalty: 4822.333008
	Iteration 12Q: 3 clusters Score -1617236 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1617363.000000 Penalty: 4822.333008
	Iteration 13Q: 3 clusters Score -1617363 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1617479.625000 Penalty: 4822.333008
	Iteration 14Q: 3 clusters Score -1617480 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1617597.000000 Penalty: 4822.333008
	Iteration 15Q: 3 clusters Score -1617597 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1617702.375000 Penalty: 4822.333008
	Iteration 16Q: 3 clusters Score -1617702 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1617784.125000 Penalty: 4822.333008
	Iteration 17Q: 3 clusters Score -1617784 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1617883.500000 Penalty: 4822.333008
	Iteration 18Q: 3 clusters Score -1617884 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1617994.250000 Penalty: 4822.333008
	Iteration 19Q: 3 clusters Score -1617994 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1618113.125000 Penalty: 4822.333008
	Iteration 20F: 3 clusters Score -1618113 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1618217.625000 Penalty: 4822.333008
	Iteration 21Q: 3 clusters Score -1618218 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1618291.125000 Penalty: 4822.333008
	Iteration 22Q: 3 clusters Score -1618291 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1618351.750000 Penalty: 4822.333008
	Iteration 23Q: 3 clusters Score -1618352 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1618411.250000 Penalty: 4822.333008
	Iteration 24Q: 3 clusters Score -1618411 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1618449.875000 Penalty: 4822.333008
	Iteration 25Q: 3 clusters Score -1618450 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1618480.000000 Penalty: 4822.333008
	Iteration 26Q: 3 clusters Score -1618480 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1618502.125000 Penalty: 4822.333008
	Iteration 27Q: 3 clusters Score -1618502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1618517.125000 Penalty: 4822.333008
	Iteration 28Q: 3 clusters Score -1618517 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1618527.125000 Penalty: 4822.333008
	Iteration 29Q: 3 clusters Score -1618527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1618537.375000 Penalty: 4822.333008
	Iteration 30Q: 3 clusters Score -1618537 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1618540.250000 Penalty: 4822.333008
	Iteration 31Q: 3 clusters Score -1618540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1618549.875000 Penalty: 4822.333008
	Iteration 32Q: 3 clusters Score -1618550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1618558.750000 Penalty: 4822.333008
	Iteration 33Q: 3 clusters Score -1618559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1618559.750000 Penalty: 4822.333008
	Iteration 34Q: 3 clusters Score -1618560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1618563.000000 Penalty: 4822.333008
	Iteration 35Q: 3 clusters Score -1618563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1618565.625000 Penalty: 4822.333008
	Iteration 36Q: 3 clusters Score -1618566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1618568.750000 Penalty: 4822.333008
	Iteration 37Q: 3 clusters Score -1618569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1618567.250000 Penalty: 4822.333008
	Iteration 38Q: 3 clusters Score -1618567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1618571.625000 Penalty: 4822.333008
	Iteration 39Q: 3 clusters Score -1618572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1618568.625000 Penalty: 4822.333008
	Iteration 40F: 3 clusters Score -1618569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1618570.500000 Penalty: 4822.333008
	Iteration 41Q: 3 clusters Score -1618570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1618572.125000 Penalty: 4822.333008
	Iteration 42Q: 3 clusters Score -1618572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1618570.625000 Penalty: 4822.333008
	Iteration 43Q: 3 clusters Score -1618571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1618572.750000 Penalty: 4822.333008
	Iteration 44Q: 3 clusters Score -1618573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1618573.000000 Penalty: 4822.333008
	Iteration 45Q: 3 clusters Score -1618573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1618571.875000 Penalty: 4822.333008
	Iteration 46Q: 3 clusters Score -1618572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1618576.750000 Penalty: 4822.333008
	Iteration 47Q: 3 clusters Score -1618577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1618574.750000 Penalty: 4822.333008
	Iteration 48Q: 3 clusters Score -1618575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1618574.375000 Penalty: 4822.333008
	Iteration 49Q: 3 clusters Score -1618574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1618575.000000 Penalty: 4822.333008
	Iteration 50Q: 3 clusters Score -1618575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1618575.000000 Penalty: 4822.333008
	Iteration 51F: 3 clusters Score -1618575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Entering Unmasked Estep 
Score: -3095385.000000 Penalty: 2570.563477
	Iteration 0F: 2 clusters Score -3095385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3073751.000000 Penalty: 5141.126953
	Iteration 0F: 3 clusters Score -3073751 nChanged 14378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3081763.750000 Penalty: 5141.126953
	Iteration 1F: 3 clusters Score -3081764 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3082387.250000 Penalty: 5141.126953
	Iteration 2F: 3 clusters Score -3082387 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3082985.500000 Penalty: 5141.126953
	Iteration 3Q: 3 clusters Score -3082986 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -3083601.250000 Penalty: 5141.126953
	Iteration 4Q: 3 clusters Score -3083601 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -3084429.750000 Penalty: 5141.126953
	Iteration 5F: 3 clusters Score -3084430 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3085523.750000 Penalty: 5141.126953
	Iteration 6F: 3 clusters Score -3085524 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -3086932.250000 Penalty: 5141.126953
	Iteration 7F: 3 clusters Score -3086932 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3088635.000000 Penalty: 5141.126953
	Iteration 8F: 3 clusters Score -3088635 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3090242.250000 Penalty: 5141.126953
	Iteration 9F: 3 clusters Score -3090242 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3091464.750000 Penalty: 5141.126953
	Iteration 10Q: 3 clusters Score -3091465 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3092248.250000 Penalty: 5141.126953
	Iteration 11Q: 3 clusters Score -3092248 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3092683.000000 Penalty: 5141.126953
	Iteration 12Q: 3 clusters Score -3092683 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3092921.500000 Penalty: 5141.126953
	Iteration 13Q: 3 clusters Score -3092922 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -3093081.000000 Penalty: 5141.126953
	Iteration 14Q: 3 clusters Score -3093081 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -3093184.500000 Penalty: 5141.126953
	Iteration 15Q: 3 clusters Score -3093184 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -3093279.500000 Penalty: 5141.126953
	Iteration 16Q: 3 clusters Score -3093280 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -3093347.750000 Penalty: 5141.126953
	Iteration 17Q: 3 clusters Score -3093348 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -3093407.750000 Penalty: 5141.126953
	Iteration 18Q: 3 clusters Score -3093408 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3093469.250000 Penalty: 5141.126953
	Iteration 19Q: 3 clusters Score -3093469 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -3093513.000000 Penalty: 5141.126953
	Iteration 20F: 3 clusters Score -3093513 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3093565.500000 Penalty: 5141.126953
	Iteration 21Q: 3 clusters Score -3093566 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3093602.500000 Penalty: 5141.126953
	Iteration 22Q: 3 clusters Score -3093602 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3093633.500000 Penalty: 5141.126953
	Iteration 23Q: 3 clusters Score -3093634 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -3093671.750000 Penalty: 5141.126953
	Iteration 24Q: 3 clusters Score -3093672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -3093711.500000 Penalty: 5141.126953
	Iteration 25Q: 3 clusters Score -3093712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -3093729.500000 Penalty: 5141.126953
	Iteration 26Q: 3 clusters Score -3093730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -3093751.750000 Penalty: 5141.126953
	Iteration 27Q: 3 clusters Score -3093752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3093761.250000 Penalty: 5141.126953
	Iteration 28Q: 3 clusters Score -3093761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -3093784.750000 Penalty: 5141.126953
	Iteration 29Q: 3 clusters Score -3093785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -3093789.500000 Penalty: 5141.126953
	Iteration 30Q: 3 clusters Score -3093790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3093805.000000 Penalty: 5141.126953
	Iteration 31Q: 3 clusters Score -3093805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -3093810.750000 Penalty: 5141.126953
	Iteration 32Q: 3 clusters Score -3093811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3093825.000000 Penalty: 5141.126953
	Iteration 33Q: 3 clusters Score -3093825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -3093831.250000 Penalty: 5141.126953
	Iteration 34Q: 3 clusters Score -3093831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3093839.750000 Penalty: 5141.126953
	Iteration 35Q: 3 clusters Score -3093840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -3093843.750000 Penalty: 5141.126953
	Iteration 36Q: 3 clusters Score -3093844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -3093850.750000 Penalty: 5141.126953
	Iteration 37Q: 3 clusters Score -3093851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -3093857.500000 Penalty: 5141.126953
	Iteration 38Q: 3 clusters Score -3093858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -3093864.750000 Penalty: 5141.126953
	Iteration 39Q: 3 clusters Score -3093865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -3093869.000000 Penalty: 5141.126953
	Iteration 40F: 3 clusters Score -3093869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -3093875.500000 Penalty: 5141.126953
	Iteration 41Q: 3 clusters Score -3093876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -3093881.750000 Penalty: 5141.126953
	Iteration 42Q: 3 clusters Score -3093882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -3093881.750000 Penalty: 5141.126953
	Iteration 43Q: 3 clusters Score -3093882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -3093882.500000 Penalty: 5141.126953
	Iteration 44Q: 3 clusters Score -3093882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -3093889.750000 Penalty: 5141.126953
	Iteration 45Q: 3 clusters Score -3093890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -3093890.000000 Penalty: 5141.126953
	Iteration 46Q: 3 clusters Score -3093890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -3093888.250000 Penalty: 5141.126953
	Iteration 47Q: 3 clusters Score -3093888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -3093886.500000 Penalty: 5141.126953
	Iteration 48Q: 3 clusters Score -3093886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3093880.500000 Penalty: 5141.126953
	Iteration 49Q: 3 clusters Score -3093880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -3093886.500000 Penalty: 5141.126953
	Iteration 50Q: 3 clusters Score -3093886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -3093883.500000 Penalty: 5141.126953
	Iteration 51Q: 3 clusters Score -3093884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -3093882.750000 Penalty: 5141.126953
	Iteration 52Q: 3 clusters Score -3093883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -3093885.500000 Penalty: 5141.126953
	Iteration 53Q: 3 clusters Score -3093886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -3093887.250000 Penalty: 5141.126953
	Iteration 54Q: 3 clusters Score -3093887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -3093887.250000 Penalty: 5141.126953
	Iteration 55F: 3 clusters Score -3093887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Entering Unmasked Estep 
Score: -2211514.250000 Penalty: 2484.104004
	Iteration 0F: 2 clusters Score -2211514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2195833.250000 Penalty: 4968.208008
	Iteration 0F: 3 clusters Score -2195833 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2201195.500000 Penalty: 4968.208008
	Iteration 1F: 3 clusters Score -2201196 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2201619.000000 Penalty: 4968.208008
	Iteration 2F: 3 clusters Score -2201619 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2202058.250000 Penalty: 4968.208008
	Iteration 3Q: 3 clusters Score -2202058 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2202606.500000 Penalty: 4968.208008
	Iteration 4Q: 3 clusters Score -2202606 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2203362.500000 Penalty: 4968.208008
	Iteration 5F: 3 clusters Score -2203362 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2204415.000000 Penalty: 4968.208008
	Iteration 6F: 3 clusters Score -2204415 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2205780.250000 Penalty: 4968.208008
	Iteration 7F: 3 clusters Score -2205780 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2207422.750000 Penalty: 4968.208008
	Iteration 8F: 3 clusters Score -2207423 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2208982.000000 Penalty: 4968.208008
	Iteration 9F: 3 clusters Score -2208982 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2209880.000000 Penalty: 4968.208008
	Iteration 10F: 3 clusters Score -2209880 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2210221.500000 Penalty: 4968.208008
	Iteration 11Q: 3 clusters Score -2210222 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2210340.750000 Penalty: 4968.208008
	Iteration 12Q: 3 clusters Score -2210341 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2210374.250000 Penalty: 4968.208008
	Iteration 13Q: 3 clusters Score -2210374 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2210406.000000 Penalty: 4968.208008
	Iteration 14Q: 3 clusters Score -2210406 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2210413.750000 Penalty: 4968.208008
	Iteration 15Q: 3 clusters Score -2210414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2210421.000000 Penalty: 4968.208008
	Iteration 16Q: 3 clusters Score -2210421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2210418.750000 Penalty: 4968.208008
	Iteration 17Q: 3 clusters Score -2210419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2210422.500000 Penalty: 4968.208008
	Iteration 18Q: 3 clusters Score -2210422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2210428.250000 Penalty: 4968.208008
	Iteration 19Q: 3 clusters Score -2210428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2210425.000000 Penalty: 4968.208008
	Iteration 20F: 3 clusters Score -2210425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2210428.750000 Penalty: 4968.208008
	Iteration 21Q: 3 clusters Score -2210429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2210426.500000 Penalty: 4968.208008
	Iteration 22Q: 3 clusters Score -2210426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2210433.500000 Penalty: 4968.208008
	Iteration 23Q: 3 clusters Score -2210434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2210435.500000 Penalty: 4968.208008
	Iteration 24Q: 3 clusters Score -2210436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2210434.500000 Penalty: 4968.208008
	Iteration 25Q: 3 clusters Score -2210434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2210441.000000 Penalty: 4968.208008
	Iteration 26Q: 3 clusters Score -2210441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2210442.250000 Penalty: 4968.208008
	Iteration 27Q: 3 clusters Score -2210442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2210438.000000 Penalty: 4968.208008
	Iteration 28Q: 3 clusters Score -2210438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2210440.000000 Penalty: 4968.208008
	Iteration 29Q: 3 clusters Score -2210440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2210438.250000 Penalty: 4968.208008
	Iteration 30Q: 3 clusters Score -2210438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2210440.500000 Penalty: 4968.208008
	Iteration 31Q: 3 clusters Score -2210440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2210440.000000 Penalty: 4968.208008
	Iteration 32Q: 3 clusters Score -2210440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2210445.250000 Penalty: 4968.208008
	Iteration 33Q: 3 clusters Score -2210445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2210442.750000 Penalty: 4968.208008
	Iteration 34Q: 3 clusters Score -2210443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2210446.250000 Penalty: 4968.208008
	Iteration 35Q: 3 clusters Score -2210446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2210449.250000 Penalty: 4968.208008
	Iteration 36Q: 3 clusters Score -2210449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2210448.500000 Penalty: 4968.208008
	Iteration 37Q: 3 clusters Score -2210448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2210446.250000 Penalty: 4968.208008
	Iteration 38Q: 3 clusters Score -2210446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2210446.500000 Penalty: 4968.208008
	Iteration 39Q: 3 clusters Score -2210446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2210448.000000 Penalty: 4968.208008
	Iteration 40F: 3 clusters Score -2210448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2210448.500000 Penalty: 4968.208008
	Iteration 41Q: 3 clusters Score -2210448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2210450.250000 Penalty: 4968.208008
	Iteration 42Q: 3 clusters Score -2210450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2210451.000000 Penalty: 4968.208008
	Iteration 43Q: 3 clusters Score -2210451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2210452.500000 Penalty: 4968.208008
	Iteration 44Q: 3 clusters Score -2210452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2210450.250000 Penalty: 4968.208008
	Iteration 45Q: 3 clusters Score -2210450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2210447.500000 Penalty: 4968.208008
	Iteration 46Q: 3 clusters Score -2210448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2210448.750000 Penalty: 4968.208008
	Iteration 47Q: 3 clusters Score -2210449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2210452.250000 Penalty: 4968.208008
	Iteration 48Q: 3 clusters Score -2210452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2210451.000000 Penalty: 4968.208008
	Iteration 49Q: 3 clusters Score -2210451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2210451.000000 Penalty: 4968.208008
	Iteration 50F: 3 clusters Score -2210451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Entering Unmasked Estep 
Score: -787980.187500 Penalty: 2225.862305
	Iteration 0F: 2 clusters Score -787980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -781571.500000 Penalty: 4451.724609
	Iteration 0F: 3 clusters Score -781571.5 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -783333.187500 Penalty: 4451.724609
	Iteration 1F: 3 clusters Score -783333.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -783603.125000 Penalty: 4451.724609
	Iteration 2F: 3 clusters Score -783603.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -783795.250000 Penalty: 4451.724609
	Iteration 3Q: 3 clusters Score -783795.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -783962.000000 Penalty: 4451.724609
	Iteration 4Q: 3 clusters Score -783962 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -784131.000000 Penalty: 4451.724609
	Iteration 5Q: 3 clusters Score -784131 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -784310.562500 Penalty: 4451.724609
	Iteration 6Q: 3 clusters Score -784310.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -784479.875000 Penalty: 4451.724609
	Iteration 7Q: 3 clusters Score -784479.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -784686.687500 Penalty: 4451.724609
	Iteration 8Q: 3 clusters Score -784686.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -784945.875000 Penalty: 4451.724609
	Iteration 9Q: 3 clusters Score -784945.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -785220.875000 Penalty: 4451.724609
	Iteration 10Q: 3 clusters Score -785220.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -785456.187500 Penalty: 4451.724609
	Iteration 11Q: 3 clusters Score -785456.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -785645.812500 Penalty: 4451.724609
	Iteration 12Q: 3 clusters Score -785645.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -785759.812500 Penalty: 4451.724609
	Iteration 13Q: 3 clusters Score -785759.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -785848.000000 Penalty: 4451.724609
	Iteration 14Q: 3 clusters Score -785848 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -785911.062500 Penalty: 4451.724609
	Iteration 15Q: 3 clusters Score -785911.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -785954.250000 Penalty: 4451.724609
	Iteration 16Q: 3 clusters Score -785954.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -785985.687500 Penalty: 4451.724609
	Iteration 17Q: 3 clusters Score -785985.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -786017.187500 Penalty: 4451.724609
	Iteration 18Q: 3 clusters Score -786017.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -786041.437500 Penalty: 4451.724609
	Iteration 19Q: 3 clusters Score -786041.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -786059.875000 Penalty: 4451.724609
	Iteration 20F: 3 clusters Score -786059.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -786079.625000 Penalty: 4451.724609
	Iteration 21Q: 3 clusters Score -786079.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -786090.250000 Penalty: 4451.724609
	Iteration 22Q: 3 clusters Score -786090.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -786095.250000 Penalty: 4451.724609
	Iteration 23Q: 3 clusters Score -786095.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -786105.375000 Penalty: 4451.724609
	Iteration 24Q: 3 clusters Score -786105.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -786109.437500 Penalty: 4451.724609
	Iteration 25Q: 3 clusters Score -786109.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -786114.937500 Penalty: 4451.724609
	Iteration 26Q: 3 clusters Score -786114.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -786120.375000 Penalty: 4451.724609
	Iteration 27Q: 3 clusters Score -786120.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -786128.750000 Penalty: 4451.724609
	Iteration 28Q: 3 clusters Score -786128.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -786136.000000 Penalty: 4451.724609
	Iteration 29Q: 3 clusters Score -786136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -786143.375000 Penalty: 4451.724609
	Iteration 30Q: 3 clusters Score -786143.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -786145.250000 Penalty: 4451.724609
	Iteration 31Q: 3 clusters Score -786145.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -786152.000000 Penalty: 4451.724609
	Iteration 32Q: 3 clusters Score -786152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -786158.500000 Penalty: 4451.724609
	Iteration 33Q: 3 clusters Score -786158.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -786162.625000 Penalty: 4451.724609
	Iteration 34Q: 3 clusters Score -786162.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -786165.250000 Penalty: 4451.724609
	Iteration 35Q: 3 clusters Score -786165.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -786167.187500 Penalty: 4451.724609
	Iteration 36Q: 3 clusters Score -786167.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -786169.875000 Penalty: 4451.724609
	Iteration 37Q: 3 clusters Score -786169.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -786169.125000 Penalty: 4451.724609
	Iteration 38Q: 3 clusters Score -786169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -786172.750000 Penalty: 4451.724609
	Iteration 39Q: 3 clusters Score -786172.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -786176.312500 Penalty: 4451.724609
	Iteration 40F: 3 clusters Score -786176.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -786176.750000 Penalty: 4451.724609
	Iteration 41Q: 3 clusters Score -786176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -786177.625000 Penalty: 4451.724609
	Iteration 42Q: 3 clusters Score -786177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -786177.937500 Penalty: 4451.724609
	Iteration 43Q: 3 clusters Score -786177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -786179.062500 Penalty: 4451.724609
	Iteration 44Q: 3 clusters Score -786179.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -786179.437500 Penalty: 4451.724609
	Iteration 45Q: 3 clusters Score -786179.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -786179.437500 Penalty: 4451.724609
	Iteration 46F: 3 clusters Score -786179.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Entering Unmasked Estep 
Score: -475974.625000 Penalty: 2140.723389
	Iteration 0F: 2 clusters Score -475974.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -471109.437500 Penalty: 4281.446777
	Iteration 0F: 3 clusters Score -471109.4 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -472562.250000 Penalty: 4281.446777
	Iteration 1F: 3 clusters Score -472562.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -473087.406250 Penalty: 4281.446777
	Iteration 2F: 3 clusters Score -473087.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -473543.093750 Penalty: 4281.446777
	Iteration 3F: 3 clusters Score -473543.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -473905.656250 Penalty: 4281.446777
	Iteration 4F: 3 clusters Score -473905.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -474195.187500 Penalty: 4281.446777
	Iteration 5F: 3 clusters Score -474195.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -474492.375000 Penalty: 4281.446777
	Iteration 6F: 3 clusters Score -474492.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -474731.250000 Penalty: 4281.446777
	Iteration 7Q: 3 clusters Score -474731.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -474898.687500 Penalty: 4281.446777
	Iteration 8Q: 3 clusters Score -474898.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -474989.718750 Penalty: 4281.446777
	Iteration 9Q: 3 clusters Score -474989.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -475060.000000 Penalty: 4281.446777
	Iteration 10Q: 3 clusters Score -475060 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -475131.375000 Penalty: 4281.446777
	Iteration 11Q: 3 clusters Score -475131.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -475194.906250 Penalty: 4281.446777
	Iteration 12Q: 3 clusters Score -475194.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -475240.281250 Penalty: 4281.446777
	Iteration 13Q: 3 clusters Score -475240.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -475287.718750 Penalty: 4281.446777
	Iteration 14Q: 3 clusters Score -475287.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -475349.562500 Penalty: 4281.446777
	Iteration 15Q: 3 clusters Score -475349.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -475396.375000 Penalty: 4281.446777
	Iteration 16Q: 3 clusters Score -475396.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -475436.937500 Penalty: 4281.446777
	Iteration 17Q: 3 clusters Score -475436.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -475464.625000 Penalty: 4281.446777
	Iteration 18Q: 3 clusters Score -475464.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -475481.656250 Penalty: 4281.446777
	Iteration 19Q: 3 clusters Score -475481.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -475493.468750 Penalty: 4281.446777
	Iteration 20F: 3 clusters Score -475493.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -475518.031250 Penalty: 4281.446777
	Iteration 21Q: 3 clusters Score -475518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -475553.031250 Penalty: 4281.446777
	Iteration 22Q: 3 clusters Score -475553 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -475597.468750 Penalty: 4281.446777
	Iteration 23Q: 3 clusters Score -475597.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -475632.406250 Penalty: 4281.446777
	Iteration 24Q: 3 clusters Score -475632.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -475673.156250 Penalty: 4281.446777
	Iteration 25Q: 3 clusters Score -475673.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -475723.062500 Penalty: 4281.446777
	Iteration 26Q: 3 clusters Score -475723.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -475772.718750 Penalty: 4281.446777
	Iteration 27Q: 3 clusters Score -475772.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -475801.187500 Penalty: 4281.446777
	Iteration 28Q: 3 clusters Score -475801.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -475819.687500 Penalty: 4281.446777
	Iteration 29Q: 3 clusters Score -475819.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -475825.250000 Penalty: 4281.446777
	Iteration 30Q: 3 clusters Score -475825.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -475828.531250 Penalty: 4281.446777
	Iteration 31Q: 3 clusters Score -475828.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -475833.562500 Penalty: 4281.446777
	Iteration 32Q: 3 clusters Score -475833.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -475834.406250 Penalty: 4281.446777
	Iteration 33Q: 3 clusters Score -475834.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -475837.875000 Penalty: 4281.446777
	Iteration 34Q: 3 clusters Score -475837.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -475840.968750 Penalty: 4281.446777
	Iteration 35Q: 3 clusters Score -475841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -475849.312500 Penalty: 4281.446777
	Iteration 36Q: 3 clusters Score -475849.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -475853.593750 Penalty: 4281.446777
	Iteration 37Q: 3 clusters Score -475853.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -475858.187500 Penalty: 4281.446777
	Iteration 38Q: 3 clusters Score -475858.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -475859.093750 Penalty: 4281.446777
	Iteration 39Q: 3 clusters Score -475859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -475861.437500 Penalty: 4281.446777
	Iteration 40F: 3 clusters Score -475861.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -475861.500000 Penalty: 4281.446777
	Iteration 41Q: 3 clusters Score -475861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -475862.625000 Penalty: 4281.446777
	Iteration 42Q: 3 clusters Score -475862.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -475862.625000 Penalty: 4281.446777
	Iteration 43F: 3 clusters Score -475862.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Entering Unmasked Estep 
Score: -708517.312500 Penalty: 2205.741943
	Iteration 0F: 2 clusters Score -708517.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -702614.062500 Penalty: 4411.483887
	Iteration 0F: 3 clusters Score -702614.1 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -704150.375000 Penalty: 4411.483887
	Iteration 1F: 3 clusters Score -704150.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -704408.500000 Penalty: 4411.483887
	Iteration 2F: 3 clusters Score -704408.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -704597.812500 Penalty: 4411.483887
	Iteration 3Q: 3 clusters Score -704597.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -704758.062500 Penalty: 4411.483887
	Iteration 4Q: 3 clusters Score -704758.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -704879.125000 Penalty: 4411.483887
	Iteration 5Q: 3 clusters Score -704879.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -705012.187500 Penalty: 4411.483887
	Iteration 6Q: 3 clusters Score -705012.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -705150.000000 Penalty: 4411.483887
	Iteration 7Q: 3 clusters Score -705150 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -705298.375000 Penalty: 4411.483887
	Iteration 8Q: 3 clusters Score -705298.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -705459.500000 Penalty: 4411.483887
	Iteration 9Q: 3 clusters Score -705459.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -705620.187500 Penalty: 4411.483887
	Iteration 10Q: 3 clusters Score -705620.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -705801.000000 Penalty: 4411.483887
	Iteration 11Q: 3 clusters Score -705801 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -705948.500000 Penalty: 4411.483887
	Iteration 12Q: 3 clusters Score -705948.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -706055.312500 Penalty: 4411.483887
	Iteration 13Q: 3 clusters Score -706055.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -706160.250000 Penalty: 4411.483887
	Iteration 14Q: 3 clusters Score -706160.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -706249.875000 Penalty: 4411.483887
	Iteration 15Q: 3 clusters Score -706249.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -706332.250000 Penalty: 4411.483887
	Iteration 16Q: 3 clusters Score -706332.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -706400.000000 Penalty: 4411.483887
	Iteration 17Q: 3 clusters Score -706400 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -706456.750000 Penalty: 4411.483887
	Iteration 18Q: 3 clusters Score -706456.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -706519.625000 Penalty: 4411.483887
	Iteration 19Q: 3 clusters Score -706519.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -706598.250000 Penalty: 4411.483887
	Iteration 20F: 3 clusters Score -706598.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -706696.062500 Penalty: 4411.483887
	Iteration 21Q: 3 clusters Score -706696.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -706777.437500 Penalty: 4411.483887
	Iteration 22Q: 3 clusters Score -706777.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -706860.375000 Penalty: 4411.483887
	Iteration 23Q: 3 clusters Score -706860.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -706942.937500 Penalty: 4411.483887
	Iteration 24Q: 3 clusters Score -706942.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -707015.750000 Penalty: 4411.483887
	Iteration 25Q: 3 clusters Score -707015.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -707097.812500 Penalty: 4411.483887
	Iteration 26Q: 3 clusters Score -707097.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -707174.187500 Penalty: 4411.483887
	Iteration 27Q: 3 clusters Score -707174.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -707249.625000 Penalty: 4411.483887
	Iteration 28Q: 3 clusters Score -707249.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -707321.562500 Penalty: 4411.483887
	Iteration 29Q: 3 clusters Score -707321.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -707376.125000 Penalty: 4411.483887
	Iteration 30Q: 3 clusters Score -707376.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -707424.875000 Penalty: 4411.483887
	Iteration 31Q: 3 clusters Score -707424.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -707456.500000 Penalty: 4411.483887
	Iteration 32Q: 3 clusters Score -707456.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -707478.062500 Penalty: 4411.483887
	Iteration 33Q: 3 clusters Score -707478.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -707496.125000 Penalty: 4411.483887
	Iteration 34Q: 3 clusters Score -707496.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -707505.187500 Penalty: 4411.483887
	Iteration 35Q: 3 clusters Score -707505.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -707508.437500 Penalty: 4411.483887
	Iteration 36Q: 3 clusters Score -707508.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -707513.875000 Penalty: 4411.483887
	Iteration 37Q: 3 clusters Score -707513.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -707517.312500 Penalty: 4411.483887
	Iteration 38Q: 3 clusters Score -707517.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -707519.312500 Penalty: 4411.483887
	Iteration 39Q: 3 clusters Score -707519.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -707522.312500 Penalty: 4411.483887
	Iteration 40F: 3 clusters Score -707522.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -707522.500000 Penalty: 4411.483887
	Iteration 41Q: 3 clusters Score -707522.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -707524.875000 Penalty: 4411.483887
	Iteration 42Q: 3 clusters Score -707524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -707525.812500 Penalty: 4411.483887
	Iteration 43Q: 3 clusters Score -707525.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -707525.812500 Penalty: 4411.483887
	Iteration 44F: 3 clusters Score -707525.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -330431.281250 Penalty: 2027.326294
	Iteration 0F: 2 clusters Score -330431.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -326836.218750 Penalty: 4054.652588
	Iteration 0F: 3 clusters Score -326836.2 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -327664.062500 Penalty: 4054.652588
	Iteration 1F: 3 clusters Score -327664.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -327953.500000 Penalty: 4054.652588
	Iteration 2F: 3 clusters Score -327953.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -328174.375000 Penalty: 4054.652588
	Iteration 3F: 3 clusters Score -328174.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -328391.437500 Penalty: 4054.652588
	Iteration 4F: 3 clusters Score -328391.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -328565.875000 Penalty: 4054.652588
	Iteration 5Q: 3 clusters Score -328565.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -328695.875000 Penalty: 4054.652588
	Iteration 6Q: 3 clusters Score -328695.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -328814.593750 Penalty: 4054.652588
	Iteration 7Q: 3 clusters Score -328814.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -328895.312500 Penalty: 4054.652588
	Iteration 8Q: 3 clusters Score -328895.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -328961.531250 Penalty: 4054.652588
	Iteration 9Q: 3 clusters Score -328961.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -329015.031250 Penalty: 4054.652588
	Iteration 10Q: 3 clusters Score -329015 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -329057.781250 Penalty: 4054.652588
	Iteration 11Q: 3 clusters Score -329057.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -329099.062500 Penalty: 4054.652588
	Iteration 12Q: 3 clusters Score -329099.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -329132.281250 Penalty: 4054.652588
	Iteration 13Q: 3 clusters Score -329132.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -329180.625000 Penalty: 4054.652588
	Iteration 14Q: 3 clusters Score -329180.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -329240.156250 Penalty: 4054.652588
	Iteration 15Q: 3 clusters Score -329240.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -329287.250000 Penalty: 4054.652588
	Iteration 16Q: 3 clusters Score -329287.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -329325.781250 Penalty: 4054.652588
	Iteration 17Q: 3 clusters Score -329325.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -329358.093750 Penalty: 4054.652588
	Iteration 18Q: 3 clusters Score -329358.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -329402.656250 Penalty: 4054.652588
	Iteration 19Q: 3 clusters Score -329402.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -329459.312500 Penalty: 4054.652588
	Iteration 20F: 3 clusters Score -329459.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -329507.875000 Penalty: 4054.652588
	Iteration 21Q: 3 clusters Score -329507.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -329545.500000 Penalty: 4054.652588
	Iteration 22Q: 3 clusters Score -329545.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -329640.375000 Penalty: 4054.652588
	Iteration 23Q: 3 clusters Score -329640.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -329724.656250 Penalty: 4054.652588
	Iteration 24Q: 3 clusters Score -329724.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -329751.718750 Penalty: 4054.652588
	Iteration 25Q: 3 clusters Score -329751.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -329764.218750 Penalty: 4054.652588
	Iteration 26Q: 3 clusters Score -329764.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -329774.625000 Penalty: 4054.652588
	Iteration 27Q: 3 clusters Score -329774.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -329782.875000 Penalty: 4054.652588
	Iteration 28Q: 3 clusters Score -329782.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -329786.250000 Penalty: 4054.652588
	Iteration 29Q: 3 clusters Score -329786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -329787.656250 Penalty: 4054.652588
	Iteration 30Q: 3 clusters Score -329787.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -329789.750000 Penalty: 4054.652588
	Iteration 31Q: 3 clusters Score -329789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -329791.687500 Penalty: 4054.652588
	Iteration 32Q: 3 clusters Score -329791.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -329794.000000 Penalty: 4054.652588
	Iteration 33Q: 3 clusters Score -329794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -329795.375000 Penalty: 4054.652588
	Iteration 34Q: 3 clusters Score -329795.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -329796.531250 Penalty: 4054.652588
	Iteration 35Q: 3 clusters Score -329796.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -329797.312500 Penalty: 4054.652588
	Iteration 36Q: 3 clusters Score -329797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -329797.312500 Penalty: 4054.652588
	Iteration 37F: 3 clusters Score -329797.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Entering Unmasked Estep 
Score: -749008.687500 Penalty: 2208.651123
	Iteration 0F: 2 clusters Score -749008.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -742998.125000 Penalty: 4417.302246
	Iteration 0F: 3 clusters Score -742998.1 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -744578.437500 Penalty: 4417.302246
	Iteration 1F: 3 clusters Score -744578.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -744846.437500 Penalty: 4417.302246
	Iteration 2F: 3 clusters Score -744846.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -745020.187500 Penalty: 4417.302246
	Iteration 3F: 3 clusters Score -745020.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -745143.250000 Penalty: 4417.302246
	Iteration 4Q: 3 clusters Score -745143.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -745253.937500 Penalty: 4417.302246
	Iteration 5Q: 3 clusters Score -745253.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -745343.500000 Penalty: 4417.302246
	Iteration 6Q: 3 clusters Score -745343.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -745418.125000 Penalty: 4417.302246
	Iteration 7Q: 3 clusters Score -745418.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -745483.062500 Penalty: 4417.302246
	Iteration 8Q: 3 clusters Score -745483.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -745540.687500 Penalty: 4417.302246
	Iteration 9Q: 3 clusters Score -745540.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -745604.625000 Penalty: 4417.302246
	Iteration 10Q: 3 clusters Score -745604.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -745665.562500 Penalty: 4417.302246
	Iteration 11Q: 3 clusters Score -745665.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -745721.500000 Penalty: 4417.302246
	Iteration 12Q: 3 clusters Score -745721.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -745778.750000 Penalty: 4417.302246
	Iteration 13Q: 3 clusters Score -745778.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -745832.125000 Penalty: 4417.302246
	Iteration 14Q: 3 clusters Score -745832.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -745874.812500 Penalty: 4417.302246
	Iteration 15Q: 3 clusters Score -745874.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -745917.500000 Penalty: 4417.302246
	Iteration 16Q: 3 clusters Score -745917.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -745958.125000 Penalty: 4417.302246
	Iteration 17Q: 3 clusters Score -745958.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -746005.437500 Penalty: 4417.302246
	Iteration 18Q: 3 clusters Score -746005.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -746053.062500 Penalty: 4417.302246
	Iteration 19Q: 3 clusters Score -746053.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -746096.312500 Penalty: 4417.302246
	Iteration 20F: 3 clusters Score -746096.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -746142.125000 Penalty: 4417.302246
	Iteration 21Q: 3 clusters Score -746142.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -746186.187500 Penalty: 4417.302246
	Iteration 22Q: 3 clusters Score -746186.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -746224.062500 Penalty: 4417.302246
	Iteration 23Q: 3 clusters Score -746224.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -746260.562500 Penalty: 4417.302246
	Iteration 24Q: 3 clusters Score -746260.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -746296.875000 Penalty: 4417.302246
	Iteration 25Q: 3 clusters Score -746296.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -746335.375000 Penalty: 4417.302246
	Iteration 26Q: 3 clusters Score -746335.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -746374.062500 Penalty: 4417.302246
	Iteration 27Q: 3 clusters Score -746374.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -746400.312500 Penalty: 4417.302246
	Iteration 28Q: 3 clusters Score -746400.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -746420.937500 Penalty: 4417.302246
	Iteration 29Q: 3 clusters Score -746420.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -746441.875000 Penalty: 4417.302246
	Iteration 30Q: 3 clusters Score -746441.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -746458.937500 Penalty: 4417.302246
	Iteration 31Q: 3 clusters Score -746458.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -746478.375000 Penalty: 4417.302246
	Iteration 32Q: 3 clusters Score -746478.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -746495.437500 Penalty: 4417.302246
	Iteration 33Q: 3 clusters Score -746495.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -746512.250000 Penalty: 4417.302246
	Iteration 34Q: 3 clusters Score -746512.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -746529.812500 Penalty: 4417.302246
	Iteration 35Q: 3 clusters Score -746529.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -746543.125000 Penalty: 4417.302246
	Iteration 36Q: 3 clusters Score -746543.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -746555.562500 Penalty: 4417.302246
	Iteration 37Q: 3 clusters Score -746555.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -746570.125000 Penalty: 4417.302246
	Iteration 38Q: 3 clusters Score -746570.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -746577.625000 Penalty: 4417.302246
	Iteration 39Q: 3 clusters Score -746577.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -746585.625000 Penalty: 4417.302246
	Iteration 40F: 3 clusters Score -746585.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -746596.062500 Penalty: 4417.302246
	Iteration 41Q: 3 clusters Score -746596.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -746602.625000 Penalty: 4417.302246
	Iteration 42Q: 3 clusters Score -746602.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -746611.125000 Penalty: 4417.302246
	Iteration 43Q: 3 clusters Score -746611.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -746617.750000 Penalty: 4417.302246
	Iteration 44Q: 3 clusters Score -746617.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -746628.062500 Penalty: 4417.302246
	Iteration 45Q: 3 clusters Score -746628.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -746636.250000 Penalty: 4417.302246
	Iteration 46Q: 3 clusters Score -746636.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -746643.562500 Penalty: 4417.302246
	Iteration 47Q: 3 clusters Score -746643.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -746650.062500 Penalty: 4417.302246
	Iteration 48Q: 3 clusters Score -746650.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -746657.437500 Penalty: 4417.302246
	Iteration 49Q: 3 clusters Score -746657.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -746666.812500 Penalty: 4417.302246
	Iteration 50Q: 3 clusters Score -746666.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -746679.375000 Penalty: 4417.302246
	Iteration 51Q: 3 clusters Score -746679.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -746689.250000 Penalty: 4417.302246
	Iteration 52Q: 3 clusters Score -746689.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -746695.687500 Penalty: 4417.302246
	Iteration 53Q: 3 clusters Score -746695.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -746699.875000 Penalty: 4417.302246
	Iteration 54Q: 3 clusters Score -746699.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -746704.625000 Penalty: 4417.302246
	Iteration 55Q: 3 clusters Score -746704.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -746709.375000 Penalty: 4417.302246
	Iteration 56Q: 3 clusters Score -746709.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -746716.500000 Penalty: 4417.302246
	Iteration 57Q: 3 clusters Score -746716.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -746722.875000 Penalty: 4417.302246
	Iteration 58Q: 3 clusters Score -746722.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -746729.437500 Penalty: 4417.302246
	Iteration 59Q: 3 clusters Score -746729.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -746736.750000 Penalty: 4417.302246
	Iteration 60F: 3 clusters Score -746736.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -746742.062500 Penalty: 4417.302246
	Iteration 61Q: 3 clusters Score -746742.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -746748.125000 Penalty: 4417.302246
	Iteration 62Q: 3 clusters Score -746748.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -746754.125000 Penalty: 4417.302246
	Iteration 63Q: 3 clusters Score -746754.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -746761.312500 Penalty: 4417.302246
	Iteration 64Q: 3 clusters Score -746761.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -746766.937500 Penalty: 4417.302246
	Iteration 65Q: 3 clusters Score -746766.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -746772.750000 Penalty: 4417.302246
	Iteration 66Q: 3 clusters Score -746772.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -746780.187500 Penalty: 4417.302246
	Iteration 67Q: 3 clusters Score -746780.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -746783.687500 Penalty: 4417.302246
	Iteration 68Q: 3 clusters Score -746783.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -746788.937500 Penalty: 4417.302246
	Iteration 69Q: 3 clusters Score -746788.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -746796.937500 Penalty: 4417.302246
	Iteration 70Q: 3 clusters Score -746796.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -746801.562500 Penalty: 4417.302246
	Iteration 71Q: 3 clusters Score -746801.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -746804.562500 Penalty: 4417.302246
	Iteration 72Q: 3 clusters Score -746804.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -746805.375000 Penalty: 4417.302246
	Iteration 73Q: 3 clusters Score -746805.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -746809.812500 Penalty: 4417.302246
	Iteration 74Q: 3 clusters Score -746809.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -746812.062500 Penalty: 4417.302246
	Iteration 75Q: 3 clusters Score -746812.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -746816.000000 Penalty: 4417.302246
	Iteration 76Q: 3 clusters Score -746816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -746820.437500 Penalty: 4417.302246
	Iteration 77Q: 3 clusters Score -746820.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -746826.000000 Penalty: 4417.302246
	Iteration 78Q: 3 clusters Score -746826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -746830.750000 Penalty: 4417.302246
	Iteration 79Q: 3 clusters Score -746830.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -746833.875000 Penalty: 4417.302246
	Iteration 80F: 3 clusters Score -746833.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -746839.437500 Penalty: 4417.302246
	Iteration 81Q: 3 clusters Score -746839.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -746842.062500 Penalty: 4417.302246
	Iteration 82Q: 3 clusters Score -746842.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -746845.500000 Penalty: 4417.302246
	Iteration 83Q: 3 clusters Score -746845.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -746849.250000 Penalty: 4417.302246
	Iteration 84Q: 3 clusters Score -746849.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -746855.250000 Penalty: 4417.302246
	Iteration 85Q: 3 clusters Score -746855.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -746868.187500 Penalty: 4417.302246
	Iteration 86Q: 3 clusters Score -746868.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -746878.125000 Penalty: 4417.302246
	Iteration 87Q: 3 clusters Score -746878.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -746888.312500 Penalty: 4417.302246
	Iteration 88Q: 3 clusters Score -746888.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -746902.375000 Penalty: 4417.302246
	Iteration 89Q: 3 clusters Score -746902.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -746918.312500 Penalty: 4417.302246
	Iteration 90Q: 3 clusters Score -746918.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -746930.062500 Penalty: 4417.302246
	Iteration 91Q: 3 clusters Score -746930.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -746942.687500 Penalty: 4417.302246
	Iteration 92Q: 3 clusters Score -746942.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -746950.500000 Penalty: 4417.302246
	Iteration 93Q: 3 clusters Score -746950.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -746961.312500 Penalty: 4417.302246
	Iteration 94Q: 3 clusters Score -746961.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -746963.562500 Penalty: 4417.302246
	Iteration 95Q: 3 clusters Score -746963.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -746970.687500 Penalty: 4417.302246
	Iteration 96Q: 3 clusters Score -746970.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -746977.375000 Penalty: 4417.302246
	Iteration 97Q: 3 clusters Score -746977.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -746982.437500 Penalty: 4417.302246
	Iteration 98Q: 3 clusters Score -746982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -746987.187500 Penalty: 4417.302246
	Iteration 99Q: 3 clusters Score -746987.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -746991.750000 Penalty: 4417.302246
	Iteration 100F: 3 clusters Score -746991.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -746996.187500 Penalty: 4417.302246
	Iteration 101Q: 3 clusters Score -746996.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -747000.375000 Penalty: 4417.302246
	Iteration 102Q: 3 clusters Score -747000.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -747003.437500 Penalty: 4417.302246
	Iteration 103Q: 3 clusters Score -747003.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -747005.437500 Penalty: 4417.302246
	Iteration 104Q: 3 clusters Score -747005.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -747005.187500 Penalty: 4417.302246
	Iteration 105Q: 3 clusters Score -747005.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -747009.250000 Penalty: 4417.302246
	Iteration 106Q: 3 clusters Score -747009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -747010.437500 Penalty: 4417.302246
	Iteration 107Q: 3 clusters Score -747010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -747010.437500 Penalty: 4417.302246
	Iteration 108Q: 3 clusters Score -747010.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -747012.812500 Penalty: 4417.302246
	Iteration 109Q: 3 clusters Score -747012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -747015.937500 Penalty: 4417.302246
	Iteration 110Q: 3 clusters Score -747015.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -747016.875000 Penalty: 4417.302246
	Iteration 111Q: 3 clusters Score -747016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -747017.375000 Penalty: 4417.302246
	Iteration 112Q: 3 clusters Score -747017.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -747020.500000 Penalty: 4417.302246
	Iteration 113Q: 3 clusters Score -747020.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -747021.500000 Penalty: 4417.302246
	Iteration 114Q: 3 clusters Score -747021.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -747021.750000 Penalty: 4417.302246
	Iteration 115Q: 3 clusters Score -747021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -747022.750000 Penalty: 4417.302246
	Iteration 116Q: 3 clusters Score -747022.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -747023.875000 Penalty: 4417.302246
	Iteration 117Q: 3 clusters Score -747023.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -747024.875000 Penalty: 4417.302246
	Iteration 118Q: 3 clusters Score -747024.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -747025.875000 Penalty: 4417.302246
	Iteration 119Q: 3 clusters Score -747025.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -747025.875000 Penalty: 4417.302246
	Iteration 120F: 3 clusters Score -747025.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (66673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Entering Unmasked Estep 
Score: -6777743.000000 Penalty: 2754.673828
	Iteration 0F: 2 clusters Score -6777743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -6733136.000000 Penalty: 5509.347656
	Iteration 0F: 3 clusters Score -6733136 nChanged 30924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -6750702.000000 Penalty: 5509.347656
	Iteration 1F: 3 clusters Score -6750702 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -6751471.000000 Penalty: 5509.347656
	Iteration 2Q: 3 clusters Score -6751471 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -6752312.000000 Penalty: 5509.347656
	Iteration 3Q: 3 clusters Score -6752312 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -6753437.000000 Penalty: 5509.347656
	Iteration 4Q: 3 clusters Score -6753437 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -6755001.500000 Penalty: 5509.347656
	Iteration 5Q: 3 clusters Score -6755002 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -6757238.500000 Penalty: 5509.347656
	Iteration 6F: 3 clusters Score -6757238 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -6760332.000000 Penalty: 5509.347656
	Iteration 7F: 3 clusters Score -6760332 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -6763849.000000 Penalty: 5509.347656
	Iteration 8F: 3 clusters Score -6763849 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -6766559.000000 Penalty: 5509.347656
	Iteration 9F: 3 clusters Score -6766559 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -6768020.500000 Penalty: 5509.347656
	Iteration 10Q: 3 clusters Score -6768020 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -6768730.500000 Penalty: 5509.347656
	Iteration 11Q: 3 clusters Score -6768730 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -6769192.500000 Penalty: 5509.347656
	Iteration 12Q: 3 clusters Score -6769192 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -6769660.000000 Penalty: 5509.347656
	Iteration 13Q: 3 clusters Score -6769660 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -6770136.500000 Penalty: 5509.347656
	Iteration 14Q: 3 clusters Score -6770136 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -6770491.500000 Penalty: 5509.347656
	Iteration 15Q: 3 clusters Score -6770492 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -6770915.000000 Penalty: 5509.347656
	Iteration 16Q: 3 clusters Score -6770915 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -6771226.500000 Penalty: 5509.347656
	Iteration 17Q: 3 clusters Score -6771226 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -6771561.500000 Penalty: 5509.347656
	Iteration 18Q: 3 clusters Score -6771562 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -6771868.500000 Penalty: 5509.347656
	Iteration 19Q: 3 clusters Score -6771868 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -6772178.000000 Penalty: 5509.347656
	Iteration 20F: 3 clusters Score -6772178 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -6772395.000000 Penalty: 5509.347656
	Iteration 21Q: 3 clusters Score -6772395 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -6772612.500000 Penalty: 5509.347656
	Iteration 22Q: 3 clusters Score -6772612 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -6772823.000000 Penalty: 5509.347656
	Iteration 23Q: 3 clusters Score -6772823 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 59636 members 
Entering Unmasked Estep 
Score: -6772989.500000 Penalty: 5509.347656
	Iteration 24Q: 3 clusters Score -6772990 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 60214 members 
Entering Unmasked Estep 
Score: -6773151.500000 Penalty: 5509.347656
	Iteration 25Q: 3 clusters Score -6773152 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -6773352.500000 Penalty: 5509.347656
	Iteration 26Q: 3 clusters Score -6773352 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -6773532.500000 Penalty: 5509.347656
	Iteration 27Q: 3 clusters Score -6773532 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 61725 members 
Entering Unmasked Estep 
Score: -6773692.500000 Penalty: 5509.347656
	Iteration 28Q: 3 clusters Score -6773692 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -6773895.500000 Penalty: 5509.347656
	Iteration 29Q: 3 clusters Score -6773896 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -6774038.500000 Penalty: 5509.347656
	Iteration 30Q: 3 clusters Score -6774038 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -6774170.000000 Penalty: 5509.347656
	Iteration 31Q: 3 clusters Score -6774170 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -6774337.500000 Penalty: 5509.347656
	Iteration 32Q: 3 clusters Score -6774338 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -6774480.500000 Penalty: 5509.347656
	Iteration 33Q: 3 clusters Score -6774480 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -6774631.000000 Penalty: 5509.347656
	Iteration 34Q: 3 clusters Score -6774631 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 64245 members 
Entering Unmasked Estep 
Score: -6774735.000000 Penalty: 5509.347656
	Iteration 35Q: 3 clusters Score -6774735 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -6774813.500000 Penalty: 5509.347656
	Iteration 36Q: 3 clusters Score -6774814 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -6774915.500000 Penalty: 5509.347656
	Iteration 37Q: 3 clusters Score -6774916 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -6774999.000000 Penalty: 5509.347656
	Iteration 38Q: 3 clusters Score -6774999 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 65051 members 
Entering Unmasked Estep 
Score: -6775069.500000 Penalty: 5509.347656
	Iteration 39Q: 3 clusters Score -6775070 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -6775112.500000 Penalty: 5509.347656
	Iteration 40F: 3 clusters Score -6775112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -6775153.500000 Penalty: 5509.347656
	Iteration 41Q: 3 clusters Score -6775154 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -6775187.000000 Penalty: 5509.347656
	Iteration 42Q: 3 clusters Score -6775187 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
Score: -6775207.000000 Penalty: 5509.347656
	Iteration 43Q: 3 clusters Score -6775207 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -6775239.000000 Penalty: 5509.347656
	Iteration 44Q: 3 clusters Score -6775239 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -6775275.000000 Penalty: 5509.347656
	Iteration 45Q: 3 clusters Score -6775275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -6775296.500000 Penalty: 5509.347656
	Iteration 46Q: 3 clusters Score -6775296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -6775313.500000 Penalty: 5509.347656
	Iteration 47Q: 3 clusters Score -6775314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -6775339.500000 Penalty: 5509.347656
	Iteration 48Q: 3 clusters Score -6775340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 65730 members 
Entering Unmasked Estep 
Score: -6775364.500000 Penalty: 5509.347656
	Iteration 49Q: 3 clusters Score -6775364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -6775374.500000 Penalty: 5509.347656
	Iteration 50Q: 3 clusters Score -6775374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -6775374.500000 Penalty: 5509.347656
	Iteration 51Q: 3 clusters Score -6775374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -6775389.500000 Penalty: 5509.347656
	Iteration 52Q: 3 clusters Score -6775390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -6775392.500000 Penalty: 5509.347656
	Iteration 53Q: 3 clusters Score -6775392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -6775402.000000 Penalty: 5509.347656
	Iteration 54Q: 3 clusters Score -6775402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -6775409.500000 Penalty: 5509.347656
	Iteration 55Q: 3 clusters Score -6775410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -6775407.000000 Penalty: 5509.347656
	Iteration 56Q: 3 clusters Score -6775407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -6775402.500000 Penalty: 5509.347656
	Iteration 57Q: 3 clusters Score -6775402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -6775410.000000 Penalty: 5509.347656
	Iteration 58Q: 3 clusters Score -6775410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -6775422.500000 Penalty: 5509.347656
	Iteration 59Q: 3 clusters Score -6775422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -6775425.000000 Penalty: 5509.347656
	Iteration 60F: 3 clusters Score -6775425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -6775421.000000 Penalty: 5509.347656
	Iteration 61Q: 3 clusters Score -6775421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -6775419.500000 Penalty: 5509.347656
	Iteration 62Q: 3 clusters Score -6775420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -6775422.000000 Penalty: 5509.347656
	Iteration 63Q: 3 clusters Score -6775422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -6775427.000000 Penalty: 5509.347656
	Iteration 64Q: 3 clusters Score -6775427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -6775428.000000 Penalty: 5509.347656
	Iteration 65Q: 3 clusters Score -6775428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -6775428.000000 Penalty: 5509.347656
	Iteration 66F: 3 clusters Score -6775428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184631 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287838 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16486 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67200 members 
Mstep: Class 8 contains 42846 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85873 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16327 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44381 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24936 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199052 members 
Mstep: Class 23 contains 39225 members 
Mstep: Class 24 contains 228040 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 279Q: 34 clusters Score -1.571587e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184629 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287837 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16486 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67199 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85873 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16327 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44381 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24934 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199058 members 
Mstep: Class 23 contains 39226 members 
Mstep: Class 24 contains 228040 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31735 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 280F: 34 clusters Score -1.571587e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184627 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287836 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16486 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67200 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16881 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85872 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16327 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44382 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24932 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199064 members 
Mstep: Class 23 contains 39227 members 
Mstep: Class 24 contains 228040 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 281Q: 34 clusters Score -1.571587e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184627 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287835 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16486 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67201 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16879 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85871 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16326 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44381 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199070 members 
Mstep: Class 23 contains 39227 members 
Mstep: Class 24 contains 228040 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158800.000000 Penalty: 117006.343750
Iteration 282Q: 34 clusters Score -1.571588e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184627 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287832 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16486 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67201 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16874 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85870 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16327 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44379 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199081 members 
Mstep: Class 23 contains 39227 members 
Mstep: Class 24 contains 228040 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158784.000000 Penalty: 117006.343750
Iteration 283Q: 34 clusters Score -1.571588e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184626 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287832 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16486 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67201 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16872 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85870 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16327 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44379 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199085 members 
Mstep: Class 23 contains 39227 members 
Mstep: Class 24 contains 228040 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 284Q: 34 clusters Score -1.571587e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287828 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16486 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67201 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16871 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85869 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16327 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44379 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199095 members 
Mstep: Class 23 contains 39227 members 
Mstep: Class 24 contains 228039 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158656.000000 Penalty: 117006.343750
Iteration 285Q: 34 clusters Score -1.571587e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287825 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16487 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67200 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16873 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85868 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16326 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44379 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199098 members 
Mstep: Class 23 contains 39227 members 
Mstep: Class 24 contains 228040 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 286Q: 34 clusters Score -1.571587e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287826 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16488 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67200 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16872 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85866 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16326 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44379 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199102 members 
Mstep: Class 23 contains 39227 members 
Mstep: Class 24 contains 228038 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 287Q: 34 clusters Score -1.571587e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287822 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16491 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67199 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16872 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85863 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16326 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44379 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199110 members 
Mstep: Class 23 contains 39227 members 
Mstep: Class 24 contains 228036 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158784.000000 Penalty: 117006.343750
Iteration 288Q: 34 clusters Score -1.571588e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287822 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16497 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67197 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16872 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85860 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16326 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97832 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44379 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199106 members 
Mstep: Class 23 contains 39228 members 
Mstep: Class 24 contains 228037 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158800.000000 Penalty: 117006.343750
Iteration 289Q: 34 clusters Score -1.571588e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287821 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16501 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67196 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16872 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85858 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16326 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97832 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44379 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199106 members 
Mstep: Class 23 contains 39228 members 
Mstep: Class 24 contains 228037 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 290Q: 34 clusters Score -1.571587e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287821 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16872 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85855 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16326 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97832 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44379 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199105 members 
Mstep: Class 23 contains 39228 members 
Mstep: Class 24 contains 228039 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 291Q: 34 clusters Score -1.571587e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287821 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16872 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85853 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16326 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97833 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44378 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199108 members 
Mstep: Class 23 contains 39227 members 
Mstep: Class 24 contains 228038 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158768.000000 Penalty: 117006.343750
Iteration 292Q: 34 clusters Score -1.571588e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287819 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16872 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85851 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16325 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97833 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44377 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199113 members 
Mstep: Class 23 contains 39227 members 
Mstep: Class 24 contains 228041 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 293Q: 34 clusters Score -1.571588e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287819 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16503 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67191 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16872 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85848 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16324 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97833 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44376 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199116 members 
Mstep: Class 23 contains 39227 members 
Mstep: Class 24 contains 228043 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 294Q: 34 clusters Score -1.571588e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287818 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16504 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67190 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16871 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85845 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16325 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97833 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199122 members 
Mstep: Class 23 contains 39228 members 
Mstep: Class 24 contains 228043 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 295Q: 34 clusters Score -1.571588e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287818 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67191 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16868 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85842 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16323 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199129 members 
Mstep: Class 23 contains 39229 members 
Mstep: Class 24 contains 228043 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 296Q: 34 clusters Score -1.571587e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287818 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67190 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16866 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85839 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16322 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199137 members 
Mstep: Class 23 contains 39230 members 
Mstep: Class 24 contains 228041 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 297Q: 34 clusters Score -1.571587e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287815 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67187 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16864 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85837 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16322 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44373 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199146 members 
Mstep: Class 23 contains 39231 members 
Mstep: Class 24 contains 228043 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 298Q: 34 clusters Score -1.571587e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287814 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67186 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16860 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85834 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16322 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97833 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44373 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199157 members 
Mstep: Class 23 contains 39231 members 
Mstep: Class 24 contains 228042 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 299Q: 34 clusters Score -1.571588e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184625 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287816 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67187 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16859 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85830 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16322 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97833 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44373 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199161 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228039 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 300F: 34 clusters Score -1.571587e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184625 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287814 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 67189 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16857 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85829 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16322 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97833 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44373 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199172 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228036 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 301Q: 34 clusters Score -1.571587e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287813 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 8988 members 
Mstep: Class 7 contains 67189 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16855 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85828 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16322 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97833 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44372 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199180 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228035 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158608.000000 Penalty: 117006.343750
Iteration 302Q: 34 clusters Score -1.571586e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287813 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67189 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16856 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85827 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16321 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97833 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44372 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199184 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228033 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158688.000000 Penalty: 117006.343750
Iteration 303Q: 34 clusters Score -1.571587e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184625 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287812 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67188 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16856 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85825 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16320 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97832 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44372 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199187 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228032 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 304Q: 34 clusters Score -1.571587e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184625 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287813 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67188 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16855 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85823 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16320 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97833 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44372 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199189 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228031 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 305Q: 34 clusters Score -1.571587e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184626 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287812 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67188 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16854 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85822 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16320 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97833 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44373 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199190 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228031 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 306Q: 34 clusters Score -1.571587e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184626 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287812 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67188 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16853 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85820 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16320 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97833 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199191 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228032 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158656.000000 Penalty: 117006.343750
Iteration 307Q: 34 clusters Score -1.571587e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184626 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287811 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67188 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16852 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85816 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16320 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97835 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24931 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199194 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228032 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 308Q: 34 clusters Score -1.571587e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184626 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287810 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67187 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85815 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16320 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97835 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24929 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199199 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228032 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158656.000000 Penalty: 117006.343750
Iteration 309Q: 34 clusters Score -1.571587e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184626 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287810 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16506 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67187 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85814 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16320 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97836 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24927 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199201 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228031 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 310Q: 34 clusters Score -1.571587e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184626 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287810 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16508 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67186 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85814 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16320 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97836 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24924 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199204 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228030 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158640.000000 Penalty: 117006.343750
Iteration 311Q: 34 clusters Score -1.571586e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184627 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287810 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67186 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85812 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16321 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97836 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24920 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199210 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228029 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158656.000000 Penalty: 117006.343750
Iteration 312Q: 34 clusters Score -1.571587e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184627 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287809 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67186 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85808 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16321 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97836 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24920 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199214 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228028 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158656.000000 Penalty: 117006.343750
Iteration 313Q: 34 clusters Score -1.571587e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287809 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67186 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85805 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16321 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97836 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24917 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199219 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228027 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 314Q: 34 clusters Score -1.571587e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184629 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287807 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67187 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85801 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16321 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97836 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24915 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199227 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228026 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 315Q: 34 clusters Score -1.571587e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184629 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287806 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67187 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85799 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16321 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24913 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199230 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228026 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 316Q: 34 clusters Score -1.571587e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287806 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67187 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85799 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16321 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24913 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199231 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228026 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 317Q: 34 clusters Score -1.571587e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287806 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67187 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85799 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16320 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24913 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199233 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228025 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 318Q: 34 clusters Score -1.571587e+08 nChanged 2
Entering ConstructFrom: 
Score: -157158736.000000 Penalty: 117006.343750
Entering ConstructFrom: 
Trying to split cluster 1 (184628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184628 members 
Entering Unmasked Estep 
Score: -18568988.000000 Penalty: 3007.272461
	Iteration 0F: 2 clusters Score -1.856899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92250 members 
Mstep: Class 2 contains 92378 members 
Entering Unmasked Estep 
Score: -18446104.000000 Penalty: 6014.544922
	Iteration 0F: 3 clusters Score -1.84461e+07 nChanged 88770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 93668 members 
Entering Unmasked Estep 
Score: -18497580.000000 Penalty: 6014.544922
	Iteration 1F: 3 clusters Score -1.849758e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90083 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -18498400.000000 Penalty: 6014.544922
	Iteration 2Q: 3 clusters Score -1.84984e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88611 members 
Mstep: Class 2 contains 96017 members 
Entering Unmasked Estep 
Score: -18499086.000000 Penalty: 6014.544922
	Iteration 3Q: 3 clusters Score -1.849909e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86319 members 
Mstep: Class 2 contains 98309 members 
Entering Unmasked Estep 
Score: -18499944.000000 Penalty: 6014.544922
	Iteration 4Q: 3 clusters Score -1.849994e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 101751 members 
Entering Unmasked Estep 
Score: -18501228.000000 Penalty: 6014.544922
	Iteration 5Q: 3 clusters Score -1.850123e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77700 members 
Mstep: Class 2 contains 106928 members 
Entering Unmasked Estep 
Score: -18503460.000000 Penalty: 6014.544922
	Iteration 6Q: 3 clusters Score -1.850346e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 114607 members 
Entering Unmasked Estep 
Score: -18506932.000000 Penalty: 6014.544922
	Iteration 7Q: 3 clusters Score -1.850693e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 125444 members 
Entering Unmasked Estep 
Score: -18513358.000000 Penalty: 6014.544922
	Iteration 8F: 3 clusters Score -1.851336e+07 nChanged 14267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 139571 members 
Entering Unmasked Estep 
Score: -18523830.000000 Penalty: 6014.544922
	Iteration 9F: 3 clusters Score -1.852383e+07 nChanged 15845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 155390 members 
Entering Unmasked Estep 
Score: -18538110.000000 Penalty: 6014.544922
	Iteration 10F: 3 clusters Score -1.853811e+07 nChanged 14176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 169564 members 
Entering Unmasked Estep 
Score: -18552066.000000 Penalty: 6014.544922
	Iteration 11F: 3 clusters Score -1.855207e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 178630 members 
Entering Unmasked Estep 
Score: -18561004.000000 Penalty: 6014.544922
	Iteration 12Q: 3 clusters Score -1.8561e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 182545 members 
Entering Unmasked Estep 
Score: -18564492.000000 Penalty: 6014.544922
	Iteration 13Q: 3 clusters Score -1.856449e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 183802 members 
Entering Unmasked Estep 
Score: -18565644.000000 Penalty: 6014.544922
	Iteration 14Q: 3 clusters Score -1.856564e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 184175 members 
Entering Unmasked Estep 
Score: -18566046.000000 Penalty: 6014.544922
	Iteration 15Q: 3 clusters Score -1.856605e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 184272 members 
Entering Unmasked Estep 
Score: -18566136.000000 Penalty: 6014.544922
	Iteration 16Q: 3 clusters Score -1.856614e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 184315 members 
Entering Unmasked Estep 
Score: -18566224.000000 Penalty: 6014.544922
	Iteration 17Q: 3 clusters Score -1.856622e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 184335 members 
Entering Unmasked Estep 
Score: -18566266.000000 Penalty: 6014.544922
	Iteration 18Q: 3 clusters Score -1.856627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 184350 members 
Entering Unmasked Estep 
Score: -18566290.000000 Penalty: 6014.544922
	Iteration 19Q: 3 clusters Score -1.856629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 184351 members 
Entering Unmasked Estep 
Score: -18566308.000000 Penalty: 6014.544922
	Iteration 20F: 3 clusters Score -1.856631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 184357 members 
Entering Unmasked Estep 
Score: -18566326.000000 Penalty: 6014.544922
	Iteration 21Q: 3 clusters Score -1.856633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 184360 members 
Entering Unmasked Estep 
Score: -18566316.000000 Penalty: 6014.544922
	Iteration 22Q: 3 clusters Score -1.856632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 184359 members 
Entering Unmasked Estep 
Score: -18566322.000000 Penalty: 6014.544922
	Iteration 23Q: 3 clusters Score -1.856632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 184361 members 
Entering Unmasked Estep 
Score: -18566326.000000 Penalty: 6014.544922
	Iteration 24Q: 3 clusters Score -1.856633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 184363 members 
Entering Unmasked Estep 
Score: -18566340.000000 Penalty: 6014.544922
	Iteration 25Q: 3 clusters Score -1.856634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 184368 members 
Entering Unmasked Estep 
Score: -18566346.000000 Penalty: 6014.544922
	Iteration 26Q: 3 clusters Score -1.856635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 184369 members 
Entering Unmasked Estep 
Score: -18566352.000000 Penalty: 6014.544922
	Iteration 27Q: 3 clusters Score -1.856635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 184368 members 
Entering Unmasked Estep 
Score: -18566350.000000 Penalty: 6014.544922
	Iteration 28Q: 3 clusters Score -1.856635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 184367 members 
Entering Unmasked Estep 
Score: -18566348.000000 Penalty: 6014.544922
	Iteration 29Q: 3 clusters Score -1.856635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 184366 members 
Entering Unmasked Estep 
Score: -18566348.000000 Penalty: 6014.544922
	Iteration 30Q: 3 clusters Score -1.856635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 184366 members 
Entering Unmasked Estep 
Score: -18566348.000000 Penalty: 6014.544922
	Iteration 31F: 3 clusters Score -1.856635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Entering Unmasked Estep 
Score: -600197.625000 Penalty: 2195.780029
	Iteration 0F: 2 clusters Score -600197.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -594509.500000 Penalty: 4391.560059
	Iteration 0F: 3 clusters Score -594509.5 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -596416.375000 Penalty: 4391.560059
	Iteration 1F: 3 clusters Score -596416.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -597112.750000 Penalty: 4391.560059
	Iteration 2F: 3 clusters Score -597112.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -597637.187500 Penalty: 4391.560059
	Iteration 3F: 3 clusters Score -597637.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -598023.500000 Penalty: 4391.560059
	Iteration 4F: 3 clusters Score -598023.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -598273.437500 Penalty: 4391.560059
	Iteration 5F: 3 clusters Score -598273.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -598446.125000 Penalty: 4391.560059
	Iteration 6Q: 3 clusters Score -598446.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -598559.625000 Penalty: 4391.560059
	Iteration 7Q: 3 clusters Score -598559.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -598640.437500 Penalty: 4391.560059
	Iteration 8Q: 3 clusters Score -598640.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -598708.500000 Penalty: 4391.560059
	Iteration 9Q: 3 clusters Score -598708.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -598772.187500 Penalty: 4391.560059
	Iteration 10Q: 3 clusters Score -598772.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -598832.812500 Penalty: 4391.560059
	Iteration 11Q: 3 clusters Score -598832.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -598884.125000 Penalty: 4391.560059
	Iteration 12Q: 3 clusters Score -598884.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -598924.125000 Penalty: 4391.560059
	Iteration 13Q: 3 clusters Score -598924.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -598960.937500 Penalty: 4391.560059
	Iteration 14Q: 3 clusters Score -598960.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -598998.812500 Penalty: 4391.560059
	Iteration 15Q: 3 clusters Score -598998.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -599034.625000 Penalty: 4391.560059
	Iteration 16Q: 3 clusters Score -599034.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -599068.875000 Penalty: 4391.560059
	Iteration 17Q: 3 clusters Score -599068.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -599109.187500 Penalty: 4391.560059
	Iteration 18Q: 3 clusters Score -599109.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -599142.750000 Penalty: 4391.560059
	Iteration 19Q: 3 clusters Score -599142.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -599171.250000 Penalty: 4391.560059
	Iteration 20F: 3 clusters Score -599171.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -599198.937500 Penalty: 4391.560059
	Iteration 21Q: 3 clusters Score -599198.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -599228.625000 Penalty: 4391.560059
	Iteration 22Q: 3 clusters Score -599228.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -599262.250000 Penalty: 4391.560059
	Iteration 23Q: 3 clusters Score -599262.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -599300.687500 Penalty: 4391.560059
	Iteration 24Q: 3 clusters Score -599300.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -599335.937500 Penalty: 4391.560059
	Iteration 25Q: 3 clusters Score -599335.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -599367.187500 Penalty: 4391.560059
	Iteration 26Q: 3 clusters Score -599367.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -599401.250000 Penalty: 4391.560059
	Iteration 27Q: 3 clusters Score -599401.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -599437.875000 Penalty: 4391.560059
	Iteration 28Q: 3 clusters Score -599437.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -599488.937500 Penalty: 4391.560059
	Iteration 29Q: 3 clusters Score -599488.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -599534.937500 Penalty: 4391.560059
	Iteration 30Q: 3 clusters Score -599534.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -599577.562500 Penalty: 4391.560059
	Iteration 31Q: 3 clusters Score -599577.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -599627.625000 Penalty: 4391.560059
	Iteration 32Q: 3 clusters Score -599627.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -599673.187500 Penalty: 4391.560059
	Iteration 33Q: 3 clusters Score -599673.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -599708.250000 Penalty: 4391.560059
	Iteration 34Q: 3 clusters Score -599708.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -599747.687500 Penalty: 4391.560059
	Iteration 35Q: 3 clusters Score -599747.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -599776.187500 Penalty: 4391.560059
	Iteration 36Q: 3 clusters Score -599776.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -599804.937500 Penalty: 4391.560059
	Iteration 37Q: 3 clusters Score -599804.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -599822.812500 Penalty: 4391.560059
	Iteration 38Q: 3 clusters Score -599822.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -599837.625000 Penalty: 4391.560059
	Iteration 39Q: 3 clusters Score -599837.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -599855.187500 Penalty: 4391.560059
	Iteration 40F: 3 clusters Score -599855.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -599868.000000 Penalty: 4391.560059
	Iteration 41Q: 3 clusters Score -599868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -599882.937500 Penalty: 4391.560059
	Iteration 42Q: 3 clusters Score -599882.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -599897.500000 Penalty: 4391.560059
	Iteration 43Q: 3 clusters Score -599897.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -599921.187500 Penalty: 4391.560059
	Iteration 44Q: 3 clusters Score -599921.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -599942.250000 Penalty: 4391.560059
	Iteration 45Q: 3 clusters Score -599942.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -599971.125000 Penalty: 4391.560059
	Iteration 46Q: 3 clusters Score -599971.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -599987.562500 Penalty: 4391.560059
	Iteration 47Q: 3 clusters Score -599987.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -600001.062500 Penalty: 4391.560059
	Iteration 48Q: 3 clusters Score -600001.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -600013.687500 Penalty: 4391.560059
	Iteration 49Q: 3 clusters Score -600013.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -600023.312500 Penalty: 4391.560059
	Iteration 50Q: 3 clusters Score -600023.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -600026.875000 Penalty: 4391.560059
	Iteration 51Q: 3 clusters Score -600026.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -600031.187500 Penalty: 4391.560059
	Iteration 52Q: 3 clusters Score -600031.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -600033.812500 Penalty: 4391.560059
	Iteration 53Q: 3 clusters Score -600033.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -600036.437500 Penalty: 4391.560059
	Iteration 54Q: 3 clusters Score -600036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -600037.687500 Penalty: 4391.560059
	Iteration 55Q: 3 clusters Score -600037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -600040.687500 Penalty: 4391.560059
	Iteration 56Q: 3 clusters Score -600040.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -600041.812500 Penalty: 4391.560059
	Iteration 57Q: 3 clusters Score -600041.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -600044.812500 Penalty: 4391.560059
	Iteration 58Q: 3 clusters Score -600044.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -600046.312500 Penalty: 4391.560059
	Iteration 59Q: 3 clusters Score -600046.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -600048.000000 Penalty: 4391.560059
	Iteration 60F: 3 clusters Score -600048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -600048.750000 Penalty: 4391.560059
	Iteration 61Q: 3 clusters Score -600048.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -600050.375000 Penalty: 4391.560059
	Iteration 62Q: 3 clusters Score -600050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -600051.000000 Penalty: 4391.560059
	Iteration 63Q: 3 clusters Score -600051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -600050.812500 Penalty: 4391.560059
	Iteration 64Q: 3 clusters Score -600050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -600051.875000 Penalty: 4391.560059
	Iteration 65Q: 3 clusters Score -600051.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -600054.937500 Penalty: 4391.560059
	Iteration 66Q: 3 clusters Score -600054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -600057.250000 Penalty: 4391.560059
	Iteration 67Q: 3 clusters Score -600057.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -600057.000000 Penalty: 4391.560059
	Iteration 68Q: 3 clusters Score -600057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -600057.000000 Penalty: 4391.560059
	Iteration 69F: 3 clusters Score -600057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (287805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287805 members 
Entering Unmasked Estep 
Score: -28793778.000000 Penalty: 3117.369629
	Iteration 0F: 2 clusters Score -2.879378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143612 members 
Mstep: Class 2 contains 144193 members 
Entering Unmasked Estep 
Score: -28610976.000000 Penalty: 6234.739258
	Iteration 0F: 3 clusters Score -2.861098e+07 nChanged 139831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135107 members 
Mstep: Class 2 contains 152698 members 
Entering Unmasked Estep 
Score: -28694674.000000 Penalty: 6234.739258
	Iteration 1F: 3 clusters Score -2.869467e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129177 members 
Mstep: Class 2 contains 158628 members 
Entering Unmasked Estep 
Score: -28697434.000000 Penalty: 6234.739258
	Iteration 2Q: 3 clusters Score -2.869743e+07 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120087 members 
Mstep: Class 2 contains 167718 members 
Entering Unmasked Estep 
Score: -28702474.000000 Penalty: 6234.739258
	Iteration 3Q: 3 clusters Score -2.870247e+07 nChanged 16789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106448 members 
Mstep: Class 2 contains 181357 members 
Entering Unmasked Estep 
Score: -28711440.000000 Penalty: 6234.739258
	Iteration 4F: 3 clusters Score -2.871144e+07 nChanged 21511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88145 members 
Mstep: Class 2 contains 199660 members 
Entering Unmasked Estep 
Score: -28724536.000000 Penalty: 6234.739258
	Iteration 5F: 3 clusters Score -2.872454e+07 nChanged 23766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 220592 members 
Entering Unmasked Estep 
Score: -28739788.000000 Penalty: 6234.739258
	Iteration 6F: 3 clusters Score -2.873979e+07 nChanged 21211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 240121 members 
Entering Unmasked Estep 
Score: -28754460.000000 Penalty: 6234.739258
	Iteration 7F: 3 clusters Score -2.875446e+07 nChanged 16417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 255910 members 
Entering Unmasked Estep 
Score: -28766180.000000 Penalty: 6234.739258
	Iteration 8F: 3 clusters Score -2.876618e+07 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 267530 members 
Entering Unmasked Estep 
Score: -28775014.000000 Penalty: 6234.739258
	Iteration 9Q: 3 clusters Score -2.877501e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 275380 members 
Entering Unmasked Estep 
Score: -28781640.000000 Penalty: 6234.739258
	Iteration 10Q: 3 clusters Score -2.878164e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 280392 members 
Entering Unmasked Estep 
Score: -28785576.000000 Penalty: 6234.739258
	Iteration 11Q: 3 clusters Score -2.878558e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 283342 members 
Entering Unmasked Estep 
Score: -28788248.000000 Penalty: 6234.739258
	Iteration 12Q: 3 clusters Score -2.878825e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 284958 members 
Entering Unmasked Estep 
Score: -28789496.000000 Penalty: 6234.739258
	Iteration 13Q: 3 clusters Score -2.87895e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 285822 members 
Entering Unmasked Estep 
Score: -28790188.000000 Penalty: 6234.739258
	Iteration 14Q: 3 clusters Score -2.879019e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 286327 members 
Entering Unmasked Estep 
Score: -28790514.000000 Penalty: 6234.739258
	Iteration 15Q: 3 clusters Score -2.879051e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 286606 members 
Entering Unmasked Estep 
Score: -28790724.000000 Penalty: 6234.739258
	Iteration 16Q: 3 clusters Score -2.879072e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 286758 members 
Entering Unmasked Estep 
Score: -28790868.000000 Penalty: 6234.739258
	Iteration 17Q: 3 clusters Score -2.879087e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 286856 members 
Entering Unmasked Estep 
Score: -28790922.000000 Penalty: 6234.739258
	Iteration 18Q: 3 clusters Score -2.879092e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 286918 members 
Entering Unmasked Estep 
Score: -28790936.000000 Penalty: 6234.739258
	Iteration 19Q: 3 clusters Score -2.879094e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 286972 members 
Entering Unmasked Estep 
Score: -28790942.000000 Penalty: 6234.739258
	Iteration 20F: 3 clusters Score -2.879094e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 287001 members 
Entering Unmasked Estep 
Score: -28790986.000000 Penalty: 6234.739258
	Iteration 21Q: 3 clusters Score -2.879099e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 287018 members 
Entering Unmasked Estep 
Score: -28791014.000000 Penalty: 6234.739258
	Iteration 22Q: 3 clusters Score -2.879101e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 287037 members 
Entering Unmasked Estep 
Score: -28791042.000000 Penalty: 6234.739258
	Iteration 23Q: 3 clusters Score -2.879104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 287054 members 
Entering Unmasked Estep 
Score: -28791068.000000 Penalty: 6234.739258
	Iteration 24Q: 3 clusters Score -2.879107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 287080 members 
Entering Unmasked Estep 
Score: -28791086.000000 Penalty: 6234.739258
	Iteration 25Q: 3 clusters Score -2.879109e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 287099 members 
Entering Unmasked Estep 
Score: -28791098.000000 Penalty: 6234.739258
	Iteration 26Q: 3 clusters Score -2.87911e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 287115 members 
Entering Unmasked Estep 
Score: -28791084.000000 Penalty: 6234.739258
	Iteration 27Q: 3 clusters Score -2.879108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 287123 members 
Entering Unmasked Estep 
Score: -28791086.000000 Penalty: 6234.739258
	Iteration 28Q: 3 clusters Score -2.879109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 287134 members 
Entering Unmasked Estep 
Score: -28791086.000000 Penalty: 6234.739258
	Iteration 29Q: 3 clusters Score -2.879109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 287140 members 
Entering Unmasked Estep 
Score: -28791096.000000 Penalty: 6234.739258
	Iteration 30Q: 3 clusters Score -2.87911e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 287146 members 
Entering Unmasked Estep 
Score: -28791112.000000 Penalty: 6234.739258
	Iteration 31Q: 3 clusters Score -2.879111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 287153 members 
Entering Unmasked Estep 
Score: -28791122.000000 Penalty: 6234.739258
	Iteration 32Q: 3 clusters Score -2.879112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 287156 members 
Entering Unmasked Estep 
Score: -28791132.000000 Penalty: 6234.739258
	Iteration 33Q: 3 clusters Score -2.879113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 287164 members 
Entering Unmasked Estep 
Score: -28791134.000000 Penalty: 6234.739258
	Iteration 34Q: 3 clusters Score -2.879113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 287173 members 
Entering Unmasked Estep 
Score: -28791134.000000 Penalty: 6234.739258
	Iteration 35Q: 3 clusters Score -2.879113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 287182 members 
Entering Unmasked Estep 
Score: -28791146.000000 Penalty: 6234.739258
	Iteration 36Q: 3 clusters Score -2.879115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 287186 members 
Entering Unmasked Estep 
Score: -28791156.000000 Penalty: 6234.739258
	Iteration 37Q: 3 clusters Score -2.879116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 287194 members 
Entering Unmasked Estep 
Score: -28791156.000000 Penalty: 6234.739258
	Iteration 38Q: 3 clusters Score -2.879116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 287200 members 
Entering Unmasked Estep 
Score: -28791120.000000 Penalty: 6234.739258
	Iteration 39Q: 3 clusters Score -2.879112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 287200 members 
Entering Unmasked Estep 
Score: -28791158.000000 Penalty: 6234.739258
	Iteration 40F: 3 clusters Score -2.879116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 287204 members 
Entering Unmasked Estep 
Score: -28791144.000000 Penalty: 6234.739258
	Iteration 41Q: 3 clusters Score -2.879114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 287205 members 
Entering Unmasked Estep 
Score: -28791146.000000 Penalty: 6234.739258
	Iteration 42Q: 3 clusters Score -2.879115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 287208 members 
Entering Unmasked Estep 
Score: -28791148.000000 Penalty: 6234.739258
	Iteration 43Q: 3 clusters Score -2.879115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 287211 members 
Entering Unmasked Estep 
Score: -28791160.000000 Penalty: 6234.739258
	Iteration 44Q: 3 clusters Score -2.879116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 287215 members 
Entering Unmasked Estep 
Score: -28791170.000000 Penalty: 6234.739258
	Iteration 45Q: 3 clusters Score -2.879117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 287215 members 
Entering Unmasked Estep 
Score: -28791166.000000 Penalty: 6234.739258
	Iteration 46Q: 3 clusters Score -2.879117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 287213 members 
Entering Unmasked Estep 
Score: -28791174.000000 Penalty: 6234.739258
	Iteration 47Q: 3 clusters Score -2.879117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 287213 members 
Entering Unmasked Estep 
Score: -28791176.000000 Penalty: 6234.739258
	Iteration 48Q: 3 clusters Score -2.879118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 287213 members 
Entering Unmasked Estep 
Score: -28791172.000000 Penalty: 6234.739258
	Iteration 49Q: 3 clusters Score -2.879117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 287216 members 
Entering Unmasked Estep 
Score: -28791170.000000 Penalty: 6234.739258
	Iteration 50Q: 3 clusters Score -2.879117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 287218 members 
Entering Unmasked Estep 
Score: -28791186.000000 Penalty: 6234.739258
	Iteration 51Q: 3 clusters Score -2.879119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 287218 members 
Entering Unmasked Estep 
Score: -28791184.000000 Penalty: 6234.739258
	Iteration 52Q: 3 clusters Score -2.879118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 287221 members 
Entering Unmasked Estep 
Score: -28791176.000000 Penalty: 6234.739258
	Iteration 53Q: 3 clusters Score -2.879118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 287221 members 
Entering Unmasked Estep 
Score: -28791166.000000 Penalty: 6234.739258
	Iteration 54Q: 3 clusters Score -2.879117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 287220 members 
Entering Unmasked Estep 
Score: -28791172.000000 Penalty: 6234.739258
	Iteration 55Q: 3 clusters Score -2.879117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 287220 members 
Entering Unmasked Estep 
Score: -28791172.000000 Penalty: 6234.739258
	Iteration 56F: 3 clusters Score -2.879117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Entering Unmasked Estep 
Score: -1530647.625000 Penalty: 2398.138916
	Iteration 0F: 2 clusters Score -1530648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1519357.250000 Penalty: 4796.277832
	Iteration 0F: 3 clusters Score -1519357 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1523314.000000 Penalty: 4796.277832
	Iteration 1F: 3 clusters Score -1523314 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1524061.375000 Penalty: 4796.277832
	Iteration 2F: 3 clusters Score -1524061 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1524978.875000 Penalty: 4796.277832
	Iteration 3F: 3 clusters Score -1524979 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1526013.250000 Penalty: 4796.277832
	Iteration 4F: 3 clusters Score -1526013 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1527021.250000 Penalty: 4796.277832
	Iteration 5F: 3 clusters Score -1527021 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1527861.000000 Penalty: 4796.277832
	Iteration 6F: 3 clusters Score -1527861 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1528625.500000 Penalty: 4796.277832
	Iteration 7F: 3 clusters Score -1528626 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1529322.750000 Penalty: 4796.277832
	Iteration 8Q: 3 clusters Score -1529323 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1529810.375000 Penalty: 4796.277832
	Iteration 9Q: 3 clusters Score -1529810 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1530040.250000 Penalty: 4796.277832
	Iteration 10Q: 3 clusters Score -1530040 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1530123.000000 Penalty: 4796.277832
	Iteration 11Q: 3 clusters Score -1530123 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1530164.250000 Penalty: 4796.277832
	Iteration 12Q: 3 clusters Score -1530164 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1530186.875000 Penalty: 4796.277832
	Iteration 13Q: 3 clusters Score -1530187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1530193.750000 Penalty: 4796.277832
	Iteration 14Q: 3 clusters Score -1530194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1530208.750000 Penalty: 4796.277832
	Iteration 15Q: 3 clusters Score -1530209 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1530218.875000 Penalty: 4796.277832
	Iteration 16Q: 3 clusters Score -1530219 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1530229.125000 Penalty: 4796.277832
	Iteration 17Q: 3 clusters Score -1530229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1530234.875000 Penalty: 4796.277832
	Iteration 18Q: 3 clusters Score -1530235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1530241.250000 Penalty: 4796.277832
	Iteration 19Q: 3 clusters Score -1530241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1530254.250000 Penalty: 4796.277832
	Iteration 20F: 3 clusters Score -1530254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1530265.625000 Penalty: 4796.277832
	Iteration 21Q: 3 clusters Score -1530266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1530284.250000 Penalty: 4796.277832
	Iteration 22Q: 3 clusters Score -1530284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1530294.500000 Penalty: 4796.277832
	Iteration 23Q: 3 clusters Score -1530294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1530316.625000 Penalty: 4796.277832
	Iteration 24Q: 3 clusters Score -1530317 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1530324.875000 Penalty: 4796.277832
	Iteration 25Q: 3 clusters Score -1530325 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1530339.375000 Penalty: 4796.277832
	Iteration 26Q: 3 clusters Score -1530339 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1530354.500000 Penalty: 4796.277832
	Iteration 27Q: 3 clusters Score -1530354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1530369.000000 Penalty: 4796.277832
	Iteration 28Q: 3 clusters Score -1530369 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1530381.750000 Penalty: 4796.277832
	Iteration 29Q: 3 clusters Score -1530382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1530398.750000 Penalty: 4796.277832
	Iteration 30Q: 3 clusters Score -1530399 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1530412.125000 Penalty: 4796.277832
	Iteration 31Q: 3 clusters Score -1530412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1530427.625000 Penalty: 4796.277832
	Iteration 32Q: 3 clusters Score -1530428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1530436.750000 Penalty: 4796.277832
	Iteration 33Q: 3 clusters Score -1530437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1530441.000000 Penalty: 4796.277832
	Iteration 34Q: 3 clusters Score -1530441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1530445.125000 Penalty: 4796.277832
	Iteration 35Q: 3 clusters Score -1530445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1530447.625000 Penalty: 4796.277832
	Iteration 36Q: 3 clusters Score -1530448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1530454.625000 Penalty: 4796.277832
	Iteration 37Q: 3 clusters Score -1530455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1530457.875000 Penalty: 4796.277832
	Iteration 38Q: 3 clusters Score -1530458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1530466.375000 Penalty: 4796.277832
	Iteration 39Q: 3 clusters Score -1530466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1530471.000000 Penalty: 4796.277832
	Iteration 40F: 3 clusters Score -1530471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1530479.250000 Penalty: 4796.277832
	Iteration 41Q: 3 clusters Score -1530479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1530482.500000 Penalty: 4796.277832
	Iteration 42Q: 3 clusters Score -1530482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1530484.125000 Penalty: 4796.277832
	Iteration 43Q: 3 clusters Score -1530484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1530484.625000 Penalty: 4796.277832
	Iteration 44Q: 3 clusters Score -1530485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1530487.375000 Penalty: 4796.277832
	Iteration 45Q: 3 clusters Score -1530487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1530488.875000 Penalty: 4796.277832
	Iteration 46Q: 3 clusters Score -1530489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1530491.000000 Penalty: 4796.277832
	Iteration 47Q: 3 clusters Score -1530491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1530491.000000 Penalty: 4796.277832
	Iteration 48F: 3 clusters Score -1530491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Entering Unmasked Estep 
Score: -1605029.875000 Penalty: 2408.461914
	Iteration 0F: 2 clusters Score -1605030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1593151.000000 Penalty: 4816.923828
	Iteration 0F: 3 clusters Score -1593151 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1596958.875000 Penalty: 4816.923828
	Iteration 1F: 3 clusters Score -1596959 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1597388.250000 Penalty: 4816.923828
	Iteration 2F: 3 clusters Score -1597388 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1597791.750000 Penalty: 4816.923828
	Iteration 3F: 3 clusters Score -1597792 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1598270.000000 Penalty: 4816.923828
	Iteration 4Q: 3 clusters Score -1598270 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1598829.875000 Penalty: 4816.923828
	Iteration 5F: 3 clusters Score -1598830 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1599549.875000 Penalty: 4816.923828
	Iteration 6F: 3 clusters Score -1599550 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1600412.000000 Penalty: 4816.923828
	Iteration 7F: 3 clusters Score -1600412 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1601275.750000 Penalty: 4816.923828
	Iteration 8F: 3 clusters Score -1601276 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1602158.500000 Penalty: 4816.923828
	Iteration 9F: 3 clusters Score -1602158 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1602878.000000 Penalty: 4816.923828
	Iteration 10F: 3 clusters Score -1602878 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1603421.500000 Penalty: 4816.923828
	Iteration 11Q: 3 clusters Score -1603422 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1603846.000000 Penalty: 4816.923828
	Iteration 12Q: 3 clusters Score -1603846 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1604166.000000 Penalty: 4816.923828
	Iteration 13Q: 3 clusters Score -1604166 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1604395.500000 Penalty: 4816.923828
	Iteration 14Q: 3 clusters Score -1604396 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1604566.750000 Penalty: 4816.923828
	Iteration 15Q: 3 clusters Score -1604567 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1604702.625000 Penalty: 4816.923828
	Iteration 16Q: 3 clusters Score -1604703 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1604791.750000 Penalty: 4816.923828
	Iteration 17Q: 3 clusters Score -1604792 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1604860.375000 Penalty: 4816.923828
	Iteration 18Q: 3 clusters Score -1604860 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1604908.000000 Penalty: 4816.923828
	Iteration 19Q: 3 clusters Score -1604908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1604936.375000 Penalty: 4816.923828
	Iteration 20F: 3 clusters Score -1604936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1604952.250000 Penalty: 4816.923828
	Iteration 21Q: 3 clusters Score -1604952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1604955.625000 Penalty: 4816.923828
	Iteration 22Q: 3 clusters Score -1604956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1604964.375000 Penalty: 4816.923828
	Iteration 23Q: 3 clusters Score -1604964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1604966.125000 Penalty: 4816.923828
	Iteration 24Q: 3 clusters Score -1604966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1604969.625000 Penalty: 4816.923828
	Iteration 25Q: 3 clusters Score -1604970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1604975.750000 Penalty: 4816.923828
	Iteration 26Q: 3 clusters Score -1604976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1604977.250000 Penalty: 4816.923828
	Iteration 27Q: 3 clusters Score -1604977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1604979.750000 Penalty: 4816.923828
	Iteration 28Q: 3 clusters Score -1604980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1604980.875000 Penalty: 4816.923828
	Iteration 29Q: 3 clusters Score -1604981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1604981.750000 Penalty: 4816.923828
	Iteration 30Q: 3 clusters Score -1604982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1604984.000000 Penalty: 4816.923828
	Iteration 31Q: 3 clusters Score -1604984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1604984.000000 Penalty: 4816.923828
	Iteration 32Q: 3 clusters Score -1604984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1604984.000000 Penalty: 4816.923828
	Iteration 33F: 3 clusters Score -1604984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Entering Unmasked Estep 
Score: -900962.000000 Penalty: 2257.759277
	Iteration 0F: 2 clusters Score -900962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -893926.875000 Penalty: 4515.518555
	Iteration 0F: 3 clusters Score -893926.9 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -895933.062500 Penalty: 4515.518555
	Iteration 1F: 3 clusters Score -895933.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -896252.625000 Penalty: 4515.518555
	Iteration 2F: 3 clusters Score -896252.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -896545.687500 Penalty: 4515.518555
	Iteration 3F: 3 clusters Score -896545.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -896780.250000 Penalty: 4515.518555
	Iteration 4F: 3 clusters Score -896780.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -896976.562500 Penalty: 4515.518555
	Iteration 5Q: 3 clusters Score -896976.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -897177.375000 Penalty: 4515.518555
	Iteration 6Q: 3 clusters Score -897177.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -897365.625000 Penalty: 4515.518555
	Iteration 7Q: 3 clusters Score -897365.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -897536.937500 Penalty: 4515.518555
	Iteration 8Q: 3 clusters Score -897536.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -897675.687500 Penalty: 4515.518555
	Iteration 9Q: 3 clusters Score -897675.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -897778.500000 Penalty: 4515.518555
	Iteration 10Q: 3 clusters Score -897778.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -897878.437500 Penalty: 4515.518555
	Iteration 11Q: 3 clusters Score -897878.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -897984.750000 Penalty: 4515.518555
	Iteration 12Q: 3 clusters Score -897984.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -898085.875000 Penalty: 4515.518555
	Iteration 13Q: 3 clusters Score -898085.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -898173.312500 Penalty: 4515.518555
	Iteration 14Q: 3 clusters Score -898173.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -898242.500000 Penalty: 4515.518555
	Iteration 15Q: 3 clusters Score -898242.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -898306.000000 Penalty: 4515.518555
	Iteration 16Q: 3 clusters Score -898306 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -898356.250000 Penalty: 4515.518555
	Iteration 17Q: 3 clusters Score -898356.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -898405.625000 Penalty: 4515.518555
	Iteration 18Q: 3 clusters Score -898405.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -898446.750000 Penalty: 4515.518555
	Iteration 19Q: 3 clusters Score -898446.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -898484.125000 Penalty: 4515.518555
	Iteration 20F: 3 clusters Score -898484.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -898512.437500 Penalty: 4515.518555
	Iteration 21Q: 3 clusters Score -898512.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -898537.937500 Penalty: 4515.518555
	Iteration 22Q: 3 clusters Score -898537.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -898573.750000 Penalty: 4515.518555
	Iteration 23Q: 3 clusters Score -898573.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -898616.437500 Penalty: 4515.518555
	Iteration 24Q: 3 clusters Score -898616.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -898657.375000 Penalty: 4515.518555
	Iteration 25Q: 3 clusters Score -898657.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -898710.812500 Penalty: 4515.518555
	Iteration 26Q: 3 clusters Score -898710.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -898763.500000 Penalty: 4515.518555
	Iteration 27Q: 3 clusters Score -898763.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -898810.812500 Penalty: 4515.518555
	Iteration 28Q: 3 clusters Score -898810.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -898853.375000 Penalty: 4515.518555
	Iteration 29Q: 3 clusters Score -898853.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -898894.687500 Penalty: 4515.518555
	Iteration 30Q: 3 clusters Score -898894.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -898942.000000 Penalty: 4515.518555
	Iteration 31Q: 3 clusters Score -898942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -898992.312500 Penalty: 4515.518555
	Iteration 32Q: 3 clusters Score -898992.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -899029.312500 Penalty: 4515.518555
	Iteration 33Q: 3 clusters Score -899029.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -899058.875000 Penalty: 4515.518555
	Iteration 34Q: 3 clusters Score -899058.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -899080.437500 Penalty: 4515.518555
	Iteration 35Q: 3 clusters Score -899080.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -899095.562500 Penalty: 4515.518555
	Iteration 36Q: 3 clusters Score -899095.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -899109.375000 Penalty: 4515.518555
	Iteration 37Q: 3 clusters Score -899109.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -899129.937500 Penalty: 4515.518555
	Iteration 38Q: 3 clusters Score -899129.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -899145.937500 Penalty: 4515.518555
	Iteration 39Q: 3 clusters Score -899145.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -899157.875000 Penalty: 4515.518555
	Iteration 40F: 3 clusters Score -899157.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -899165.187500 Penalty: 4515.518555
	Iteration 41Q: 3 clusters Score -899165.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -899171.187500 Penalty: 4515.518555
	Iteration 42Q: 3 clusters Score -899171.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -899174.437500 Penalty: 4515.518555
	Iteration 43Q: 3 clusters Score -899174.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -899178.187500 Penalty: 4515.518555
	Iteration 44Q: 3 clusters Score -899178.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -899181.437500 Penalty: 4515.518555
	Iteration 45Q: 3 clusters Score -899181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -899183.062500 Penalty: 4515.518555
	Iteration 46Q: 3 clusters Score -899183.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -899185.187500 Penalty: 4515.518555
	Iteration 47Q: 3 clusters Score -899185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -899185.125000 Penalty: 4515.518555
	Iteration 48Q: 3 clusters Score -899185.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -899188.375000 Penalty: 4515.518555
	Iteration 49Q: 3 clusters Score -899188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -899190.375000 Penalty: 4515.518555
	Iteration 50Q: 3 clusters Score -899190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -899191.625000 Penalty: 4515.518555
	Iteration 51Q: 3 clusters Score -899191.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -899192.062500 Penalty: 4515.518555
	Iteration 52Q: 3 clusters Score -899192.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -899192.062500 Penalty: 4515.518555
	Iteration 53F: 3 clusters Score -899192.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Entering Unmasked Estep 
Score: -6739845.000000 Penalty: 2756.578369
	Iteration 0F: 2 clusters Score -6739845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -6694774.000000 Penalty: 5513.156738
	Iteration 0F: 3 clusters Score -6694774 nChanged 31338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -6712345.500000 Penalty: 5513.156738
	Iteration 1F: 3 clusters Score -6712346 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -6713123.500000 Penalty: 5513.156738
	Iteration 2Q: 3 clusters Score -6713124 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -6714027.500000 Penalty: 5513.156738
	Iteration 3Q: 3 clusters Score -6714028 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -6715315.000000 Penalty: 5513.156738
	Iteration 4Q: 3 clusters Score -6715315 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -6717139.000000 Penalty: 5513.156738
	Iteration 5Q: 3 clusters Score -6717139 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -6719759.500000 Penalty: 5513.156738
	Iteration 6F: 3 clusters Score -6719760 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -6722879.000000 Penalty: 5513.156738
	Iteration 7F: 3 clusters Score -6722879 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -6725783.000000 Penalty: 5513.156738
	Iteration 8F: 3 clusters Score -6725783 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -6728139.000000 Penalty: 5513.156738
	Iteration 9F: 3 clusters Score -6728139 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -6729952.000000 Penalty: 5513.156738
	Iteration 10F: 3 clusters Score -6729952 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -6731410.000000 Penalty: 5513.156738
	Iteration 11Q: 3 clusters Score -6731410 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -6732625.000000 Penalty: 5513.156738
	Iteration 12Q: 3 clusters Score -6732625 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -6733599.500000 Penalty: 5513.156738
	Iteration 13Q: 3 clusters Score -6733600 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -6734371.500000 Penalty: 5513.156738
	Iteration 14Q: 3 clusters Score -6734372 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -6735175.000000 Penalty: 5513.156738
	Iteration 15Q: 3 clusters Score -6735175 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -6735739.500000 Penalty: 5513.156738
	Iteration 16Q: 3 clusters Score -6735740 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -6736148.500000 Penalty: 5513.156738
	Iteration 17Q: 3 clusters Score -6736148 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -6736423.500000 Penalty: 5513.156738
	Iteration 18Q: 3 clusters Score -6736424 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -6736574.000000 Penalty: 5513.156738
	Iteration 19Q: 3 clusters Score -6736574 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -6736673.000000 Penalty: 5513.156738
	Iteration 20F: 3 clusters Score -6736673 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -6736751.000000 Penalty: 5513.156738
	Iteration 21Q: 3 clusters Score -6736751 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -6736811.500000 Penalty: 5513.156738
	Iteration 22Q: 3 clusters Score -6736812 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -6736811.500000 Penalty: 5513.156738
	Iteration 23Q: 3 clusters Score -6736812 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -6736843.000000 Penalty: 5513.156738
	Iteration 24Q: 3 clusters Score -6736843 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -6736857.000000 Penalty: 5513.156738
	Iteration 25Q: 3 clusters Score -6736857 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -6736853.000000 Penalty: 5513.156738
	Iteration 26Q: 3 clusters Score -6736853 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -6736868.500000 Penalty: 5513.156738
	Iteration 27Q: 3 clusters Score -6736868 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -6736873.000000 Penalty: 5513.156738
	Iteration 28Q: 3 clusters Score -6736873 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -6736875.500000 Penalty: 5513.156738
	Iteration 29Q: 3 clusters Score -6736876 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -6736882.000000 Penalty: 5513.156738
	Iteration 30Q: 3 clusters Score -6736882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -6736887.000000 Penalty: 5513.156738
	Iteration 31Q: 3 clusters Score -6736887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -6736889.500000 Penalty: 5513.156738
	Iteration 32Q: 3 clusters Score -6736890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -6736894.000000 Penalty: 5513.156738
	Iteration 33Q: 3 clusters Score -6736894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -6736888.000000 Penalty: 5513.156738
	Iteration 34Q: 3 clusters Score -6736888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -6736888.000000 Penalty: 5513.156738
	Iteration 35Q: 3 clusters Score -6736888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -6736883.500000 Penalty: 5513.156738
	Iteration 36Q: 3 clusters Score -6736884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -6736889.000000 Penalty: 5513.156738
	Iteration 37Q: 3 clusters Score -6736889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -6736892.500000 Penalty: 5513.156738
	Iteration 38Q: 3 clusters Score -6736892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -6736888.000000 Penalty: 5513.156738
	Iteration 39Q: 3 clusters Score -6736888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -6736890.500000 Penalty: 5513.156738
	Iteration 40F: 3 clusters Score -6736890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -6736889.500000 Penalty: 5513.156738
	Iteration 41Q: 3 clusters Score -6736890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -6736895.000000 Penalty: 5513.156738
	Iteration 42Q: 3 clusters Score -6736895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -6736885.500000 Penalty: 5513.156738
	Iteration 43Q: 3 clusters Score -6736886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -6736881.000000 Penalty: 5513.156738
	Iteration 44Q: 3 clusters Score -6736881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -6736880.000000 Penalty: 5513.156738
	Iteration 45Q: 3 clusters Score -6736880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -6736872.500000 Penalty: 5513.156738
	Iteration 46Q: 3 clusters Score -6736872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -6736874.000000 Penalty: 5513.156738
	Iteration 47Q: 3 clusters Score -6736874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -6736882.000000 Penalty: 5513.156738
	Iteration 48Q: 3 clusters Score -6736882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -6736884.000000 Penalty: 5513.156738
	Iteration 49Q: 3 clusters Score -6736884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -6736880.500000 Penalty: 5513.156738
	Iteration 50Q: 3 clusters Score -6736880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -6736887.500000 Penalty: 5513.156738
	Iteration 51Q: 3 clusters Score -6736888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -6736889.000000 Penalty: 5513.156738
	Iteration 52Q: 3 clusters Score -6736889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -6736894.500000 Penalty: 5513.156738
	Iteration 53Q: 3 clusters Score -6736894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -6736896.000000 Penalty: 5513.156738
	Iteration 54Q: 3 clusters Score -6736896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -6736886.500000 Penalty: 5513.156738
	Iteration 55Q: 3 clusters Score -6736886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -6736883.500000 Penalty: 5513.156738
	Iteration 56Q: 3 clusters Score -6736884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -6736874.500000 Penalty: 5513.156738
	Iteration 57Q: 3 clusters Score -6736874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -6736877.000000 Penalty: 5513.156738
	Iteration 58Q: 3 clusters Score -6736877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -6736875.500000 Penalty: 5513.156738
	Iteration 59Q: 3 clusters Score -6736876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -6736874.500000 Penalty: 5513.156738
	Iteration 60F: 3 clusters Score -6736874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -6736877.000000 Penalty: 5513.156738
	Iteration 61Q: 3 clusters Score -6736877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -6736882.500000 Penalty: 5513.156738
	Iteration 62Q: 3 clusters Score -6736882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -6736891.500000 Penalty: 5513.156738
	Iteration 63Q: 3 clusters Score -6736892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -6736890.500000 Penalty: 5513.156738
	Iteration 64Q: 3 clusters Score -6736890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -6736893.000000 Penalty: 5513.156738
	Iteration 65Q: 3 clusters Score -6736893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -6736893.000000 Penalty: 5513.156738
	Iteration 66F: 3 clusters Score -6736893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Entering Unmasked Estep 
Score: -4228304.500000 Penalty: 2645.005371
	Iteration 0F: 2 clusters Score -4228304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -4199356.500000 Penalty: 5290.010742
	Iteration 0F: 3 clusters Score -4199356 nChanged 19615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -4210001.500000 Penalty: 5290.010742
	Iteration 1F: 3 clusters Score -4210002 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -4210579.000000 Penalty: 5290.010742
	Iteration 2Q: 3 clusters Score -4210579 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -4211188.000000 Penalty: 5290.010742
	Iteration 3Q: 3 clusters Score -4211188 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -4211801.500000 Penalty: 5290.010742
	Iteration 4Q: 3 clusters Score -4211802 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -4212458.500000 Penalty: 5290.010742
	Iteration 5Q: 3 clusters Score -4212458 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -4213239.000000 Penalty: 5290.010742
	Iteration 6Q: 3 clusters Score -4213239 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4214150.000000 Penalty: 5290.010742
	Iteration 7Q: 3 clusters Score -4214150 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -4215228.500000 Penalty: 5290.010742
	Iteration 8Q: 3 clusters Score -4215228 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -4216506.500000 Penalty: 5290.010742
	Iteration 9F: 3 clusters Score -4216506 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4217918.500000 Penalty: 5290.010742
	Iteration 10F: 3 clusters Score -4217918 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -4219379.000000 Penalty: 5290.010742
	Iteration 11F: 3 clusters Score -4219379 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4220676.000000 Penalty: 5290.010742
	Iteration 12Q: 3 clusters Score -4220676 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -4221662.000000 Penalty: 5290.010742
	Iteration 13Q: 3 clusters Score -4221662 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -4222272.000000 Penalty: 5290.010742
	Iteration 14Q: 3 clusters Score -4222272 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -4222678.000000 Penalty: 5290.010742
	Iteration 15Q: 3 clusters Score -4222678 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -4223045.000000 Penalty: 5290.010742
	Iteration 16Q: 3 clusters Score -4223045 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -4223419.500000 Penalty: 5290.010742
	Iteration 17Q: 3 clusters Score -4223420 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -4223754.500000 Penalty: 5290.010742
	Iteration 18Q: 3 clusters Score -4223754 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -4224091.000000 Penalty: 5290.010742
	Iteration 19Q: 3 clusters Score -4224091 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -4224386.500000 Penalty: 5290.010742
	Iteration 20F: 3 clusters Score -4224386 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -4224692.000000 Penalty: 5290.010742
	Iteration 21Q: 3 clusters Score -4224692 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -4225028.500000 Penalty: 5290.010742
	Iteration 22Q: 3 clusters Score -4225028 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -4225324.000000 Penalty: 5290.010742
	Iteration 23Q: 3 clusters Score -4225324 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -4225537.500000 Penalty: 5290.010742
	Iteration 24Q: 3 clusters Score -4225538 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4225716.000000 Penalty: 5290.010742
	Iteration 25Q: 3 clusters Score -4225716 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -4225859.000000 Penalty: 5290.010742
	Iteration 26Q: 3 clusters Score -4225859 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -4225986.500000 Penalty: 5290.010742
	Iteration 27Q: 3 clusters Score -4225986 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4226086.500000 Penalty: 5290.010742
	Iteration 28Q: 3 clusters Score -4226086 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4226141.000000 Penalty: 5290.010742
	Iteration 29Q: 3 clusters Score -4226141 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4226185.000000 Penalty: 5290.010742
	Iteration 30Q: 3 clusters Score -4226185 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -4226216.500000 Penalty: 5290.010742
	Iteration 31Q: 3 clusters Score -4226216 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4226265.500000 Penalty: 5290.010742
	Iteration 32Q: 3 clusters Score -4226266 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4226282.500000 Penalty: 5290.010742
	Iteration 33Q: 3 clusters Score -4226282 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -4226303.000000 Penalty: 5290.010742
	Iteration 34Q: 3 clusters Score -4226303 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -4226311.000000 Penalty: 5290.010742
	Iteration 35Q: 3 clusters Score -4226311 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4226333.500000 Penalty: 5290.010742
	Iteration 36Q: 3 clusters Score -4226334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -4226340.000000 Penalty: 5290.010742
	Iteration 37Q: 3 clusters Score -4226340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4226361.000000 Penalty: 5290.010742
	Iteration 38Q: 3 clusters Score -4226361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4226367.000000 Penalty: 5290.010742
	Iteration 39Q: 3 clusters Score -4226367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4226373.000000 Penalty: 5290.010742
	Iteration 40F: 3 clusters Score -4226373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4226378.500000 Penalty: 5290.010742
	Iteration 41Q: 3 clusters Score -4226378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -4226391.000000 Penalty: 5290.010742
	Iteration 42Q: 3 clusters Score -4226391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4226383.500000 Penalty: 5290.010742
	Iteration 43Q: 3 clusters Score -4226384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4226387.500000 Penalty: 5290.010742
	Iteration 44Q: 3 clusters Score -4226388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4226397.500000 Penalty: 5290.010742
	Iteration 45Q: 3 clusters Score -4226398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4226410.000000 Penalty: 5290.010742
	Iteration 46Q: 3 clusters Score -4226410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4226402.500000 Penalty: 5290.010742
	Iteration 47Q: 3 clusters Score -4226402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4226406.500000 Penalty: 5290.010742
	Iteration 48Q: 3 clusters Score -4226406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4226408.000000 Penalty: 5290.010742
	Iteration 49Q: 3 clusters Score -4226408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4226422.500000 Penalty: 5290.010742
	Iteration 50Q: 3 clusters Score -4226422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4226421.000000 Penalty: 5290.010742
	Iteration 51Q: 3 clusters Score -4226421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4226422.000000 Penalty: 5290.010742
	Iteration 52Q: 3 clusters Score -4226422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4226425.000000 Penalty: 5290.010742
	Iteration 53Q: 3 clusters Score -4226425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4226417.500000 Penalty: 5290.010742
	Iteration 54Q: 3 clusters Score -4226418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4226421.500000 Penalty: 5290.010742
	Iteration 55Q: 3 clusters Score -4226422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4226421.000000 Penalty: 5290.010742
	Iteration 56Q: 3 clusters Score -4226421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4226434.500000 Penalty: 5290.010742
	Iteration 57Q: 3 clusters Score -4226434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4226429.500000 Penalty: 5290.010742
	Iteration 58Q: 3 clusters Score -4226430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4226434.000000 Penalty: 5290.010742
	Iteration 59Q: 3 clusters Score -4226434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4226435.000000 Penalty: 5290.010742
	Iteration 60F: 3 clusters Score -4226435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4226433.500000 Penalty: 5290.010742
	Iteration 61Q: 3 clusters Score -4226434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4226441.500000 Penalty: 5290.010742
	Iteration 62Q: 3 clusters Score -4226442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4226435.000000 Penalty: 5290.010742
	Iteration 63Q: 3 clusters Score -4226435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4226440.500000 Penalty: 5290.010742
	Iteration 64Q: 3 clusters Score -4226440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4226439.000000 Penalty: 5290.010742
	Iteration 65Q: 3 clusters Score -4226439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4226438.000000 Penalty: 5290.010742
	Iteration 66Q: 3 clusters Score -4226438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4226438.000000 Penalty: 5290.010742
	Iteration 67F: 3 clusters Score -4226438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -149489.890625 Penalty: 1824.040527
	Iteration 0F: 2 clusters Score -149489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -147144.953125 Penalty: 3648.081055
	Iteration 0F: 3 clusters Score -147145 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -147522.453125 Penalty: 3648.081055
	Iteration 1F: 3 clusters Score -147522.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -147645.843750 Penalty: 3648.081055
	Iteration 2F: 3 clusters Score -147645.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -147718.453125 Penalty: 3648.081055
	Iteration 3Q: 3 clusters Score -147718.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -147757.250000 Penalty: 3648.081055
	Iteration 4Q: 3 clusters Score -147757.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -147772.656250 Penalty: 3648.081055
	Iteration 5Q: 3 clusters Score -147772.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -147783.296875 Penalty: 3648.081055
	Iteration 6Q: 3 clusters Score -147783.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -147791.015625 Penalty: 3648.081055
	Iteration 7Q: 3 clusters Score -147791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -147798.000000 Penalty: 3648.081055
	Iteration 8Q: 3 clusters Score -147798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -147799.109375 Penalty: 3648.081055
	Iteration 9Q: 3 clusters Score -147799.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -147802.765625 Penalty: 3648.081055
	Iteration 10Q: 3 clusters Score -147802.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -147805.968750 Penalty: 3648.081055
	Iteration 11Q: 3 clusters Score -147806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -147808.750000 Penalty: 3648.081055
	Iteration 12Q: 3 clusters Score -147808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -147812.890625 Penalty: 3648.081055
	Iteration 13Q: 3 clusters Score -147812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -147815.718750 Penalty: 3648.081055
	Iteration 14Q: 3 clusters Score -147815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -147821.046875 Penalty: 3648.081055
	Iteration 15Q: 3 clusters Score -147821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -147828.562500 Penalty: 3648.081055
	Iteration 16Q: 3 clusters Score -147828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -147829.250000 Penalty: 3648.081055
	Iteration 17Q: 3 clusters Score -147829.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -147830.343750 Penalty: 3648.081055
	Iteration 18Q: 3 clusters Score -147830.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -147830.343750 Penalty: 3648.081055
	Iteration 19F: 3 clusters Score -147830.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Entering Unmasked Estep 
Score: -1728286.375000 Penalty: 2413.576904
	Iteration 0F: 2 clusters Score -1728286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1716218.750000 Penalty: 4827.153809
	Iteration 0F: 3 clusters Score -1716219 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1720094.250000 Penalty: 4827.153809
	Iteration 1F: 3 clusters Score -1720094 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1720439.750000 Penalty: 4827.153809
	Iteration 2F: 3 clusters Score -1720440 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1720724.625000 Penalty: 4827.153809
	Iteration 3Q: 3 clusters Score -1720725 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1721010.500000 Penalty: 4827.153809
	Iteration 4Q: 3 clusters Score -1721010 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1721325.875000 Penalty: 4827.153809
	Iteration 5Q: 3 clusters Score -1721326 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1721674.875000 Penalty: 4827.153809
	Iteration 6Q: 3 clusters Score -1721675 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1722088.750000 Penalty: 4827.153809
	Iteration 7Q: 3 clusters Score -1722089 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1722576.125000 Penalty: 4827.153809
	Iteration 8F: 3 clusters Score -1722576 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1723182.625000 Penalty: 4827.153809
	Iteration 9F: 3 clusters Score -1723183 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1723865.000000 Penalty: 4827.153809
	Iteration 10F: 3 clusters Score -1723865 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1724559.750000 Penalty: 4827.153809
	Iteration 11Q: 3 clusters Score -1724560 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1725086.625000 Penalty: 4827.153809
	Iteration 12Q: 3 clusters Score -1725087 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1725373.000000 Penalty: 4827.153809
	Iteration 13Q: 3 clusters Score -1725373 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1725495.875000 Penalty: 4827.153809
	Iteration 14Q: 3 clusters Score -1725496 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1725574.750000 Penalty: 4827.153809
	Iteration 15Q: 3 clusters Score -1725575 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1725634.250000 Penalty: 4827.153809
	Iteration 16Q: 3 clusters Score -1725634 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1725675.875000 Penalty: 4827.153809
	Iteration 17Q: 3 clusters Score -1725676 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1725728.750000 Penalty: 4827.153809
	Iteration 18Q: 3 clusters Score -1725729 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1725773.375000 Penalty: 4827.153809
	Iteration 19Q: 3 clusters Score -1725773 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1725826.000000 Penalty: 4827.153809
	Iteration 20F: 3 clusters Score -1725826 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1725868.500000 Penalty: 4827.153809
	Iteration 21Q: 3 clusters Score -1725868 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1725894.625000 Penalty: 4827.153809
	Iteration 22Q: 3 clusters Score -1725895 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1725920.250000 Penalty: 4827.153809
	Iteration 23Q: 3 clusters Score -1725920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1725931.500000 Penalty: 4827.153809
	Iteration 24Q: 3 clusters Score -1725932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1725947.250000 Penalty: 4827.153809
	Iteration 25Q: 3 clusters Score -1725947 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1725962.375000 Penalty: 4827.153809
	Iteration 26Q: 3 clusters Score -1725962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1725975.250000 Penalty: 4827.153809
	Iteration 27Q: 3 clusters Score -1725975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1725984.125000 Penalty: 4827.153809
	Iteration 28Q: 3 clusters Score -1725984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1725988.250000 Penalty: 4827.153809
	Iteration 29Q: 3 clusters Score -1725988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1726001.000000 Penalty: 4827.153809
	Iteration 30Q: 3 clusters Score -1726001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1726014.250000 Penalty: 4827.153809
	Iteration 31Q: 3 clusters Score -1726014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1726022.000000 Penalty: 4827.153809
	Iteration 32Q: 3 clusters Score -1726022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1726024.750000 Penalty: 4827.153809
	Iteration 33Q: 3 clusters Score -1726025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1726031.125000 Penalty: 4827.153809
	Iteration 34Q: 3 clusters Score -1726031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1726041.750000 Penalty: 4827.153809
	Iteration 35Q: 3 clusters Score -1726042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1726047.250000 Penalty: 4827.153809
	Iteration 36Q: 3 clusters Score -1726047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1726050.625000 Penalty: 4827.153809
	Iteration 37Q: 3 clusters Score -1726051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1726055.625000 Penalty: 4827.153809
	Iteration 38Q: 3 clusters Score -1726056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1726066.875000 Penalty: 4827.153809
	Iteration 39Q: 3 clusters Score -1726067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1726080.125000 Penalty: 4827.153809
	Iteration 40F: 3 clusters Score -1726080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1726081.000000 Penalty: 4827.153809
	Iteration 41Q: 3 clusters Score -1726081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1726087.500000 Penalty: 4827.153809
	Iteration 42Q: 3 clusters Score -1726088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1726094.750000 Penalty: 4827.153809
	Iteration 43Q: 3 clusters Score -1726095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1726098.125000 Penalty: 4827.153809
	Iteration 44Q: 3 clusters Score -1726098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1726101.375000 Penalty: 4827.153809
	Iteration 45Q: 3 clusters Score -1726101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1726100.500000 Penalty: 4827.153809
	Iteration 46Q: 3 clusters Score -1726100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1726104.625000 Penalty: 4827.153809
	Iteration 47Q: 3 clusters Score -1726105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1726104.000000 Penalty: 4827.153809
	Iteration 48Q: 3 clusters Score -1726104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1726105.625000 Penalty: 4827.153809
	Iteration 49Q: 3 clusters Score -1726106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1726113.250000 Penalty: 4827.153809
	Iteration 50Q: 3 clusters Score -1726113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1726120.000000 Penalty: 4827.153809
	Iteration 51Q: 3 clusters Score -1726120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1726125.000000 Penalty: 4827.153809
	Iteration 52Q: 3 clusters Score -1726125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1726128.625000 Penalty: 4827.153809
	Iteration 53Q: 3 clusters Score -1726129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1726137.000000 Penalty: 4827.153809
	Iteration 54Q: 3 clusters Score -1726137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1726143.875000 Penalty: 4827.153809
	Iteration 55Q: 3 clusters Score -1726144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1726150.375000 Penalty: 4827.153809
	Iteration 56Q: 3 clusters Score -1726150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1726152.875000 Penalty: 4827.153809
	Iteration 57Q: 3 clusters Score -1726153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1726157.250000 Penalty: 4827.153809
	Iteration 58Q: 3 clusters Score -1726157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1726166.000000 Penalty: 4827.153809
	Iteration 59Q: 3 clusters Score -1726166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1726165.250000 Penalty: 4827.153809
	Iteration 60F: 3 clusters Score -1726165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1726169.375000 Penalty: 4827.153809
	Iteration 61Q: 3 clusters Score -1726169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1726173.125000 Penalty: 4827.153809
	Iteration 62Q: 3 clusters Score -1726173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1726169.625000 Penalty: 4827.153809
	Iteration 63Q: 3 clusters Score -1726170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1726177.500000 Penalty: 4827.153809
	Iteration 64Q: 3 clusters Score -1726178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1726183.000000 Penalty: 4827.153809
	Iteration 65Q: 3 clusters Score -1726183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1726184.500000 Penalty: 4827.153809
	Iteration 66Q: 3 clusters Score -1726184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1726188.125000 Penalty: 4827.153809
	Iteration 67Q: 3 clusters Score -1726188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1726189.125000 Penalty: 4827.153809
	Iteration 68Q: 3 clusters Score -1726189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1726200.500000 Penalty: 4827.153809
	Iteration 69Q: 3 clusters Score -1726200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1726204.000000 Penalty: 4827.153809
	Iteration 70Q: 3 clusters Score -1726204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1726203.000000 Penalty: 4827.153809
	Iteration 71Q: 3 clusters Score -1726203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1726208.625000 Penalty: 4827.153809
	Iteration 72Q: 3 clusters Score -1726209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1726206.625000 Penalty: 4827.153809
	Iteration 73Q: 3 clusters Score -1726207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1726210.375000 Penalty: 4827.153809
	Iteration 74Q: 3 clusters Score -1726210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1726210.000000 Penalty: 4827.153809
	Iteration 75Q: 3 clusters Score -1726210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1726212.000000 Penalty: 4827.153809
	Iteration 76Q: 3 clusters Score -1726212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1726212.250000 Penalty: 4827.153809
	Iteration 77Q: 3 clusters Score -1726212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1726214.875000 Penalty: 4827.153809
	Iteration 78Q: 3 clusters Score -1726215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1726215.750000 Penalty: 4827.153809
	Iteration 79Q: 3 clusters Score -1726216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1726218.125000 Penalty: 4827.153809
	Iteration 80F: 3 clusters Score -1726218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1726216.500000 Penalty: 4827.153809
	Iteration 81Q: 3 clusters Score -1726216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1726217.750000 Penalty: 4827.153809
	Iteration 82Q: 3 clusters Score -1726218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1726219.875000 Penalty: 4827.153809
	Iteration 83Q: 3 clusters Score -1726220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1726220.750000 Penalty: 4827.153809
	Iteration 84Q: 3 clusters Score -1726221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1726219.750000 Penalty: 4827.153809
	Iteration 85Q: 3 clusters Score -1726220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1726219.750000 Penalty: 4827.153809
	Iteration 86F: 3 clusters Score -1726220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Entering Unmasked Estep 
Score: -415150.875000 Penalty: 2077.841064
	Iteration 0F: 2 clusters Score -415150.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -411053.062500 Penalty: 4155.682129
	Iteration 0F: 3 clusters Score -411053.1 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -412118.500000 Penalty: 4155.682129
	Iteration 1F: 3 clusters Score -412118.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -412502.500000 Penalty: 4155.682129
	Iteration 2F: 3 clusters Score -412502.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -412863.218750 Penalty: 4155.682129
	Iteration 3F: 3 clusters Score -412863.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -413331.562500 Penalty: 4155.682129
	Iteration 4F: 3 clusters Score -413331.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -413696.656250 Penalty: 4155.682129
	Iteration 5F: 3 clusters Score -413696.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -413903.093750 Penalty: 4155.682129
	Iteration 6F: 3 clusters Score -413903.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -414025.093750 Penalty: 4155.682129
	Iteration 7Q: 3 clusters Score -414025.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -414097.468750 Penalty: 4155.682129
	Iteration 8Q: 3 clusters Score -414097.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -414131.000000 Penalty: 4155.682129
	Iteration 9Q: 3 clusters Score -414131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -414147.031250 Penalty: 4155.682129
	Iteration 10Q: 3 clusters Score -414147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -414152.468750 Penalty: 4155.682129
	Iteration 11Q: 3 clusters Score -414152.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -414157.562500 Penalty: 4155.682129
	Iteration 12Q: 3 clusters Score -414157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -414159.906250 Penalty: 4155.682129
	Iteration 13Q: 3 clusters Score -414159.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -414163.000000 Penalty: 4155.682129
	Iteration 14Q: 3 clusters Score -414163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -414165.562500 Penalty: 4155.682129
	Iteration 15Q: 3 clusters Score -414165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -414166.187500 Penalty: 4155.682129
	Iteration 16Q: 3 clusters Score -414166.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -414166.906250 Penalty: 4155.682129
	Iteration 17Q: 3 clusters Score -414166.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -414167.750000 Penalty: 4155.682129
	Iteration 18Q: 3 clusters Score -414167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -414167.750000 Penalty: 4155.682129
	Iteration 19Q: 3 clusters Score -414167.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -414169.406250 Penalty: 4155.682129
	Iteration 20F: 3 clusters Score -414169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -414170.250000 Penalty: 4155.682129
	Iteration 21Q: 3 clusters Score -414170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -414169.968750 Penalty: 4155.682129
	Iteration 22Q: 3 clusters Score -414170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -414170.437500 Penalty: 4155.682129
	Iteration 23Q: 3 clusters Score -414170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -414171.437500 Penalty: 4155.682129
	Iteration 24Q: 3 clusters Score -414171.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -414171.687500 Penalty: 4155.682129
	Iteration 25Q: 3 clusters Score -414171.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -414171.718750 Penalty: 4155.682129
	Iteration 26Q: 3 clusters Score -414171.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -414171.718750 Penalty: 4155.682129
	Iteration 27F: 3 clusters Score -414171.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Entering Unmasked Estep 
Score: -8690404.000000 Penalty: 2817.220947
	Iteration 0F: 2 clusters Score -8690404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -8632950.000000 Penalty: 5634.441895
	Iteration 0F: 3 clusters Score -8632950 nChanged 40458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -8655687.000000 Penalty: 5634.441895
	Iteration 1F: 3 clusters Score -8655687 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -8656185.000000 Penalty: 5634.441895
	Iteration 2Q: 3 clusters Score -8656185 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -8656723.000000 Penalty: 5634.441895
	Iteration 3Q: 3 clusters Score -8656723 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -8657225.000000 Penalty: 5634.441895
	Iteration 4Q: 3 clusters Score -8657225 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -8657743.000000 Penalty: 5634.441895
	Iteration 5Q: 3 clusters Score -8657743 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -8658278.000000 Penalty: 5634.441895
	Iteration 6Q: 3 clusters Score -8658278 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -8658925.000000 Penalty: 5634.441895
	Iteration 7Q: 3 clusters Score -8658925 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -8659633.000000 Penalty: 5634.441895
	Iteration 8Q: 3 clusters Score -8659633 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -8660522.000000 Penalty: 5634.441895
	Iteration 9Q: 3 clusters Score -8660522 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -8661945.000000 Penalty: 5634.441895
	Iteration 10Q: 3 clusters Score -8661945 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -8664159.000000 Penalty: 5634.441895
	Iteration 11Q: 3 clusters Score -8664159 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -8667455.000000 Penalty: 5634.441895
	Iteration 12F: 3 clusters Score -8667455 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -8671644.000000 Penalty: 5634.441895
	Iteration 13F: 3 clusters Score -8671644 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -8675248.000000 Penalty: 5634.441895
	Iteration 14F: 3 clusters Score -8675248 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -8677389.000000 Penalty: 5634.441895
	Iteration 15Q: 3 clusters Score -8677389 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -8678468.000000 Penalty: 5634.441895
	Iteration 16Q: 3 clusters Score -8678468 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -8679221.000000 Penalty: 5634.441895
	Iteration 17Q: 3 clusters Score -8679221 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67536 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -8679908.000000 Penalty: 5634.441895
	Iteration 18Q: 3 clusters Score -8679908 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -8680578.000000 Penalty: 5634.441895
	Iteration 19Q: 3 clusters Score -8680578 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70460 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -8681227.000000 Penalty: 5634.441895
	Iteration 20F: 3 clusters Score -8681227 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -8681874.000000 Penalty: 5634.441895
	Iteration 21Q: 3 clusters Score -8681874 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73202 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -8682467.000000 Penalty: 5634.441895
	Iteration 22Q: 3 clusters Score -8682467 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74478 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -8683101.000000 Penalty: 5634.441895
	Iteration 23Q: 3 clusters Score -8683101 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -8683667.000000 Penalty: 5634.441895
	Iteration 24Q: 3 clusters Score -8683667 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76807 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -8684239.000000 Penalty: 5634.441895
	Iteration 25Q: 3 clusters Score -8684239 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -8684722.000000 Penalty: 5634.441895
	Iteration 26Q: 3 clusters Score -8684722 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78668 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -8685169.000000 Penalty: 5634.441895
	Iteration 27Q: 3 clusters Score -8685169 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79500 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -8685561.000000 Penalty: 5634.441895
	Iteration 28Q: 3 clusters Score -8685561 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80213 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -8685903.000000 Penalty: 5634.441895
	Iteration 29Q: 3 clusters Score -8685903 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -8686205.000000 Penalty: 5634.441895
	Iteration 30Q: 3 clusters Score -8686205 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -8686411.000000 Penalty: 5634.441895
	Iteration 31Q: 3 clusters Score -8686411 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81839 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -8686556.000000 Penalty: 5634.441895
	Iteration 32Q: 3 clusters Score -8686556 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -8686666.000000 Penalty: 5634.441895
	Iteration 33Q: 3 clusters Score -8686666 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82608 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -8686854.000000 Penalty: 5634.441895
	Iteration 34Q: 3 clusters Score -8686854 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -8686943.000000 Penalty: 5634.441895
	Iteration 35Q: 3 clusters Score -8686943 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -8687076.000000 Penalty: 5634.441895
	Iteration 36Q: 3 clusters Score -8687076 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83463 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8687176.000000 Penalty: 5634.441895
	Iteration 37Q: 3 clusters Score -8687176 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -8687285.000000 Penalty: 5634.441895
	Iteration 38Q: 3 clusters Score -8687285 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83854 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8687363.000000 Penalty: 5634.441895
	Iteration 39Q: 3 clusters Score -8687363 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8687468.000000 Penalty: 5634.441895
	Iteration 40F: 3 clusters Score -8687468 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8687517.000000 Penalty: 5634.441895
	Iteration 41Q: 3 clusters Score -8687517 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84258 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8687564.000000 Penalty: 5634.441895
	Iteration 42Q: 3 clusters Score -8687564 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8687607.000000 Penalty: 5634.441895
	Iteration 43Q: 3 clusters Score -8687607 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8687662.000000 Penalty: 5634.441895
	Iteration 44Q: 3 clusters Score -8687662 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8687697.000000 Penalty: 5634.441895
	Iteration 45Q: 3 clusters Score -8687697 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84591 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8687731.000000 Penalty: 5634.441895
	Iteration 46Q: 3 clusters Score -8687731 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84642 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8687761.000000 Penalty: 5634.441895
	Iteration 47Q: 3 clusters Score -8687761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84680 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8687772.000000 Penalty: 5634.441895
	Iteration 48Q: 3 clusters Score -8687772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8687771.000000 Penalty: 5634.441895
	Iteration 49Q: 3 clusters Score -8687771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84730 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8687776.000000 Penalty: 5634.441895
	Iteration 50Q: 3 clusters Score -8687776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8687785.000000 Penalty: 5634.441895
	Iteration 51Q: 3 clusters Score -8687785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8687793.000000 Penalty: 5634.441895
	Iteration 52Q: 3 clusters Score -8687793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8687806.000000 Penalty: 5634.441895
	Iteration 53Q: 3 clusters Score -8687806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84819 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8687829.000000 Penalty: 5634.441895
	Iteration 54Q: 3 clusters Score -8687829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84830 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8687827.000000 Penalty: 5634.441895
	Iteration 55Q: 3 clusters Score -8687827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84840 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8687832.000000 Penalty: 5634.441895
	Iteration 56Q: 3 clusters Score -8687832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84856 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8687841.000000 Penalty: 5634.441895
	Iteration 57Q: 3 clusters Score -8687841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84870 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8687852.000000 Penalty: 5634.441895
	Iteration 58Q: 3 clusters Score -8687852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84890 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8687844.000000 Penalty: 5634.441895
	Iteration 59Q: 3 clusters Score -8687844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84905 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8687855.000000 Penalty: 5634.441895
	Iteration 60F: 3 clusters Score -8687855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8687875.000000 Penalty: 5634.441895
	Iteration 61Q: 3 clusters Score -8687875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8687876.000000 Penalty: 5634.441895
	Iteration 62Q: 3 clusters Score -8687876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8687891.000000 Penalty: 5634.441895
	Iteration 63Q: 3 clusters Score -8687891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84970 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8687898.000000 Penalty: 5634.441895
	Iteration 64Q: 3 clusters Score -8687898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84982 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8687897.000000 Penalty: 5634.441895
	Iteration 65Q: 3 clusters Score -8687897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84992 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8687900.000000 Penalty: 5634.441895
	Iteration 66Q: 3 clusters Score -8687900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8687904.000000 Penalty: 5634.441895
	Iteration 67Q: 3 clusters Score -8687904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85012 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8687906.000000 Penalty: 5634.441895
	Iteration 68Q: 3 clusters Score -8687906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85024 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8687912.000000 Penalty: 5634.441895
	Iteration 69Q: 3 clusters Score -8687912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85038 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8687921.000000 Penalty: 5634.441895
	Iteration 70Q: 3 clusters Score -8687921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8687932.000000 Penalty: 5634.441895
	Iteration 71Q: 3 clusters Score -8687932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85058 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8687921.000000 Penalty: 5634.441895
	Iteration 72Q: 3 clusters Score -8687921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85066 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8687930.000000 Penalty: 5634.441895
	Iteration 73Q: 3 clusters Score -8687930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85070 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8687936.000000 Penalty: 5634.441895
	Iteration 74Q: 3 clusters Score -8687936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85078 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8687948.000000 Penalty: 5634.441895
	Iteration 75Q: 3 clusters Score -8687948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85083 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8687956.000000 Penalty: 5634.441895
	Iteration 76Q: 3 clusters Score -8687956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85086 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8687964.000000 Penalty: 5634.441895
	Iteration 77Q: 3 clusters Score -8687964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8687957.000000 Penalty: 5634.441895
	Iteration 78Q: 3 clusters Score -8687957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85092 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8687960.000000 Penalty: 5634.441895
	Iteration 79Q: 3 clusters Score -8687960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8687957.000000 Penalty: 5634.441895
	Iteration 80F: 3 clusters Score -8687957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85099 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8687971.000000 Penalty: 5634.441895
	Iteration 81Q: 3 clusters Score -8687971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8687979.000000 Penalty: 5634.441895
	Iteration 82Q: 3 clusters Score -8687979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8687984.000000 Penalty: 5634.441895
	Iteration 83Q: 3 clusters Score -8687984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85105 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8687983.000000 Penalty: 5634.441895
	Iteration 84Q: 3 clusters Score -8687983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8687990.000000 Penalty: 5634.441895
	Iteration 85Q: 3 clusters Score -8687990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85110 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8687995.000000 Penalty: 5634.441895
	Iteration 86Q: 3 clusters Score -8687995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8687995.000000 Penalty: 5634.441895
	Iteration 87Q: 3 clusters Score -8687995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8687995.000000 Penalty: 5634.441895
	Iteration 88Q: 3 clusters Score -8687995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85120 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8688000.000000 Penalty: 5634.441895
	Iteration 89Q: 3 clusters Score -8688000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85123 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8687999.000000 Penalty: 5634.441895
	Iteration 90Q: 3 clusters Score -8687999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8688001.000000 Penalty: 5634.441895
	Iteration 91Q: 3 clusters Score -8688001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8688001.000000 Penalty: 5634.441895
	Iteration 92F: 3 clusters Score -8688001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Entering Unmasked Estep 
Score: -488020.531250 Penalty: 2117.806152
	Iteration 0F: 2 clusters Score -488020.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -483488.156250 Penalty: 4235.612305
	Iteration 0F: 3 clusters Score -483488.2 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -484772.375000 Penalty: 4235.612305
	Iteration 1F: 3 clusters Score -484772.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -485125.781250 Penalty: 4235.612305
	Iteration 2F: 3 clusters Score -485125.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -485374.187500 Penalty: 4235.612305
	Iteration 3F: 3 clusters Score -485374.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -485563.625000 Penalty: 4235.612305
	Iteration 4Q: 3 clusters Score -485563.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -485683.593750 Penalty: 4235.612305
	Iteration 5Q: 3 clusters Score -485683.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -485781.875000 Penalty: 4235.612305
	Iteration 6Q: 3 clusters Score -485781.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -485860.906250 Penalty: 4235.612305
	Iteration 7Q: 3 clusters Score -485860.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -485945.593750 Penalty: 4235.612305
	Iteration 8Q: 3 clusters Score -485945.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -486042.437500 Penalty: 4235.612305
	Iteration 9Q: 3 clusters Score -486042.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -486168.281250 Penalty: 4235.612305
	Iteration 10Q: 3 clusters Score -486168.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -486298.437500 Penalty: 4235.612305
	Iteration 11Q: 3 clusters Score -486298.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -486414.937500 Penalty: 4235.612305
	Iteration 12Q: 3 clusters Score -486414.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -486539.437500 Penalty: 4235.612305
	Iteration 13Q: 3 clusters Score -486539.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -486652.343750 Penalty: 4235.612305
	Iteration 14Q: 3 clusters Score -486652.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -486752.593750 Penalty: 4235.612305
	Iteration 15Q: 3 clusters Score -486752.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -486900.093750 Penalty: 4235.612305
	Iteration 16Q: 3 clusters Score -486900.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -487049.531250 Penalty: 4235.612305
	Iteration 17Q: 3 clusters Score -487049.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -487143.156250 Penalty: 4235.612305
	Iteration 18Q: 3 clusters Score -487143.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -487197.000000 Penalty: 4235.612305
	Iteration 19Q: 3 clusters Score -487197 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -487225.687500 Penalty: 4235.612305
	Iteration 20F: 3 clusters Score -487225.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -487241.312500 Penalty: 4235.612305
	Iteration 21Q: 3 clusters Score -487241.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -487252.593750 Penalty: 4235.612305
	Iteration 22Q: 3 clusters Score -487252.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -487256.375000 Penalty: 4235.612305
	Iteration 23Q: 3 clusters Score -487256.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -487257.750000 Penalty: 4235.612305
	Iteration 24Q: 3 clusters Score -487257.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -487258.125000 Penalty: 4235.612305
	Iteration 25Q: 3 clusters Score -487258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -487258.125000 Penalty: 4235.612305
	Iteration 26F: 3 clusters Score -487258.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Entering Unmasked Estep 
Score: -1652297.500000 Penalty: 2405.636475
	Iteration 0F: 2 clusters Score -1652298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1640642.125000 Penalty: 4811.272949
	Iteration 0F: 3 clusters Score -1640642 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1644315.625000 Penalty: 4811.272949
	Iteration 1F: 3 clusters Score -1644316 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1644653.000000 Penalty: 4811.272949
	Iteration 2F: 3 clusters Score -1644653 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1644938.250000 Penalty: 4811.272949
	Iteration 3Q: 3 clusters Score -1644938 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1645179.250000 Penalty: 4811.272949
	Iteration 4Q: 3 clusters Score -1645179 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1645396.625000 Penalty: 4811.272949
	Iteration 5Q: 3 clusters Score -1645397 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1645635.000000 Penalty: 4811.272949
	Iteration 6Q: 3 clusters Score -1645635 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1645964.500000 Penalty: 4811.272949
	Iteration 7Q: 3 clusters Score -1645964 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1646420.375000 Penalty: 4811.272949
	Iteration 8Q: 3 clusters Score -1646420 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1647012.750000 Penalty: 4811.272949
	Iteration 9F: 3 clusters Score -1647013 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1647763.250000 Penalty: 4811.272949
	Iteration 10F: 3 clusters Score -1647763 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1648540.000000 Penalty: 4811.272949
	Iteration 11F: 3 clusters Score -1648540 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1649168.500000 Penalty: 4811.272949
	Iteration 12Q: 3 clusters Score -1649168 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1649605.000000 Penalty: 4811.272949
	Iteration 13Q: 3 clusters Score -1649605 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1649881.000000 Penalty: 4811.272949
	Iteration 14Q: 3 clusters Score -1649881 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1650027.375000 Penalty: 4811.272949
	Iteration 15Q: 3 clusters Score -1650027 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1650103.750000 Penalty: 4811.272949
	Iteration 16Q: 3 clusters Score -1650104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1650156.250000 Penalty: 4811.272949
	Iteration 17Q: 3 clusters Score -1650156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1650187.125000 Penalty: 4811.272949
	Iteration 18Q: 3 clusters Score -1650187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1650204.375000 Penalty: 4811.272949
	Iteration 19Q: 3 clusters Score -1650204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1650228.750000 Penalty: 4811.272949
	Iteration 20F: 3 clusters Score -1650229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1650243.875000 Penalty: 4811.272949
	Iteration 21Q: 3 clusters Score -1650244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1650252.750000 Penalty: 4811.272949
	Iteration 22Q: 3 clusters Score -1650253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1650262.875000 Penalty: 4811.272949
	Iteration 23Q: 3 clusters Score -1650263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1650272.375000 Penalty: 4811.272949
	Iteration 24Q: 3 clusters Score -1650272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1650275.250000 Penalty: 4811.272949
	Iteration 25Q: 3 clusters Score -1650275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1650281.625000 Penalty: 4811.272949
	Iteration 26Q: 3 clusters Score -1650282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1650282.000000 Penalty: 4811.272949
	Iteration 27Q: 3 clusters Score -1650282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1650285.125000 Penalty: 4811.272949
	Iteration 28Q: 3 clusters Score -1650285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1650288.375000 Penalty: 4811.272949
	Iteration 29Q: 3 clusters Score -1650288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1650288.375000 Penalty: 4811.272949
	Iteration 30F: 3 clusters Score -1650288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Entering Unmasked Estep 
Score: -1360699.125000 Penalty: 2367.662598
	Iteration 0F: 2 clusters Score -1360699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1350500.875000 Penalty: 4735.325195
	Iteration 0F: 3 clusters Score -1350501 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1353953.875000 Penalty: 4735.325195
	Iteration 1F: 3 clusters Score -1353954 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1354842.625000 Penalty: 4735.325195
	Iteration 2F: 3 clusters Score -1354843 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1355845.000000 Penalty: 4735.325195
	Iteration 3F: 3 clusters Score -1355845 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1356860.875000 Penalty: 4735.325195
	Iteration 4F: 3 clusters Score -1356861 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1357732.250000 Penalty: 4735.325195
	Iteration 5F: 3 clusters Score -1357732 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1358357.750000 Penalty: 4735.325195
	Iteration 6F: 3 clusters Score -1358358 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1358796.875000 Penalty: 4735.325195
	Iteration 7Q: 3 clusters Score -1358797 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1359089.500000 Penalty: 4735.325195
	Iteration 8Q: 3 clusters Score -1359090 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1359301.000000 Penalty: 4735.325195
	Iteration 9Q: 3 clusters Score -1359301 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1359434.250000 Penalty: 4735.325195
	Iteration 10Q: 3 clusters Score -1359434 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1359512.625000 Penalty: 4735.325195
	Iteration 11Q: 3 clusters Score -1359513 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1359569.625000 Penalty: 4735.325195
	Iteration 12Q: 3 clusters Score -1359570 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1359613.000000 Penalty: 4735.325195
	Iteration 13Q: 3 clusters Score -1359613 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1359648.875000 Penalty: 4735.325195
	Iteration 14Q: 3 clusters Score -1359649 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1359674.125000 Penalty: 4735.325195
	Iteration 15Q: 3 clusters Score -1359674 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1359700.125000 Penalty: 4735.325195
	Iteration 16Q: 3 clusters Score -1359700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1359721.125000 Penalty: 4735.325195
	Iteration 17Q: 3 clusters Score -1359721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1359738.500000 Penalty: 4735.325195
	Iteration 18Q: 3 clusters Score -1359738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1359752.875000 Penalty: 4735.325195
	Iteration 19Q: 3 clusters Score -1359753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1359760.375000 Penalty: 4735.325195
	Iteration 20F: 3 clusters Score -1359760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1359764.875000 Penalty: 4735.325195
	Iteration 21Q: 3 clusters Score -1359765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1359770.750000 Penalty: 4735.325195
	Iteration 22Q: 3 clusters Score -1359771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1359775.125000 Penalty: 4735.325195
	Iteration 23Q: 3 clusters Score -1359775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1359779.875000 Penalty: 4735.325195
	Iteration 24Q: 3 clusters Score -1359780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1359782.125000 Penalty: 4735.325195
	Iteration 25Q: 3 clusters Score -1359782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1359790.125000 Penalty: 4735.325195
	Iteration 26Q: 3 clusters Score -1359790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1359790.250000 Penalty: 4735.325195
	Iteration 27Q: 3 clusters Score -1359790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1359794.375000 Penalty: 4735.325195
	Iteration 28Q: 3 clusters Score -1359794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1359796.750000 Penalty: 4735.325195
	Iteration 29Q: 3 clusters Score -1359797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1359804.500000 Penalty: 4735.325195
	Iteration 30Q: 3 clusters Score -1359804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1359810.625000 Penalty: 4735.325195
	Iteration 31Q: 3 clusters Score -1359811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1359811.375000 Penalty: 4735.325195
	Iteration 32Q: 3 clusters Score -1359811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1359812.625000 Penalty: 4735.325195
	Iteration 33Q: 3 clusters Score -1359813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1359816.625000 Penalty: 4735.325195
	Iteration 34Q: 3 clusters Score -1359817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1359817.125000 Penalty: 4735.325195
	Iteration 35Q: 3 clusters Score -1359817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1359824.125000 Penalty: 4735.325195
	Iteration 36Q: 3 clusters Score -1359824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1359827.125000 Penalty: 4735.325195
	Iteration 37Q: 3 clusters Score -1359827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1359831.500000 Penalty: 4735.325195
	Iteration 38Q: 3 clusters Score -1359832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1359833.125000 Penalty: 4735.325195
	Iteration 39Q: 3 clusters Score -1359833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1359835.375000 Penalty: 4735.325195
	Iteration 40F: 3 clusters Score -1359835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1359836.875000 Penalty: 4735.325195
	Iteration 41Q: 3 clusters Score -1359837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1359840.000000 Penalty: 4735.325195
	Iteration 42Q: 3 clusters Score -1359840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1359840.500000 Penalty: 4735.325195
	Iteration 43Q: 3 clusters Score -1359840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1359843.250000 Penalty: 4735.325195
	Iteration 44Q: 3 clusters Score -1359843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1359849.500000 Penalty: 4735.325195
	Iteration 45Q: 3 clusters Score -1359850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1359854.125000 Penalty: 4735.325195
	Iteration 46Q: 3 clusters Score -1359854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1359858.250000 Penalty: 4735.325195
	Iteration 47Q: 3 clusters Score -1359858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1359867.625000 Penalty: 4735.325195
	Iteration 48Q: 3 clusters Score -1359868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1359867.750000 Penalty: 4735.325195
	Iteration 49Q: 3 clusters Score -1359868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1359869.000000 Penalty: 4735.325195
	Iteration 50Q: 3 clusters Score -1359869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1359874.875000 Penalty: 4735.325195
	Iteration 51Q: 3 clusters Score -1359875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1359874.375000 Penalty: 4735.325195
	Iteration 52Q: 3 clusters Score -1359874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1359881.750000 Penalty: 4735.325195
	Iteration 53Q: 3 clusters Score -1359882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1359880.625000 Penalty: 4735.325195
	Iteration 54Q: 3 clusters Score -1359881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1359879.500000 Penalty: 4735.325195
	Iteration 55Q: 3 clusters Score -1359880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1359882.000000 Penalty: 4735.325195
	Iteration 56Q: 3 clusters Score -1359882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1359882.875000 Penalty: 4735.325195
	Iteration 57Q: 3 clusters Score -1359883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1359882.875000 Penalty: 4735.325195
	Iteration 58F: 3 clusters Score -1359883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97838 members 
Entering Unmasked Estep 
Score: -10010118.000000 Penalty: 2849.784912
	Iteration 0F: 2 clusters Score -1.001012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -9944327.000000 Penalty: 5699.569824
	Iteration 0F: 3 clusters Score -9944327 nChanged 46294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -9971379.000000 Penalty: 5699.569824
	Iteration 1F: 3 clusters Score -9971379 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -9972679.000000 Penalty: 5699.569824
	Iteration 2Q: 3 clusters Score -9972679 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -9974700.000000 Penalty: 5699.569824
	Iteration 3Q: 3 clusters Score -9974700 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 61100 members 
Entering Unmasked Estep 
Score: -9977771.000000 Penalty: 5699.569824
	Iteration 4F: 3 clusters Score -9977771 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -9982499.000000 Penalty: 5699.569824
	Iteration 5F: 3 clusters Score -9982499 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -9988376.000000 Penalty: 5699.569824
	Iteration 6F: 3 clusters Score -9988376 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -9994193.000000 Penalty: 5699.569824
	Iteration 7F: 3 clusters Score -9994193 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 85604 members 
Entering Unmasked Estep 
Score: -9998855.000000 Penalty: 5699.569824
	Iteration 8F: 3 clusters Score -9998855 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -10002135.000000 Penalty: 5699.569824
	Iteration 9Q: 3 clusters Score -1.000214e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 92471 members 
Entering Unmasked Estep 
Score: -10004313.000000 Penalty: 5699.569824
	Iteration 10Q: 3 clusters Score -1.000431e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 94341 members 
Entering Unmasked Estep 
Score: -10005837.000000 Penalty: 5699.569824
	Iteration 11Q: 3 clusters Score -1.000584e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -10006799.000000 Penalty: 5699.569824
	Iteration 12Q: 3 clusters Score -1.00068e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 96285 members 
Entering Unmasked Estep 
Score: -10007309.000000 Penalty: 5699.569824
	Iteration 13Q: 3 clusters Score -1.000731e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 96644 members 
Entering Unmasked Estep 
Score: -10007643.000000 Penalty: 5699.569824
	Iteration 14Q: 3 clusters Score -1.000764e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -10007833.000000 Penalty: 5699.569824
	Iteration 15Q: 3 clusters Score -1.000783e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 96989 members 
Entering Unmasked Estep 
Score: -10007967.000000 Penalty: 5699.569824
	Iteration 16Q: 3 clusters Score -1.000797e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -10008053.000000 Penalty: 5699.569824
	Iteration 17Q: 3 clusters Score -1.000805e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 97089 members 
Entering Unmasked Estep 
Score: -10008111.000000 Penalty: 5699.569824
	Iteration 18Q: 3 clusters Score -1.000811e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -10008156.000000 Penalty: 5699.569824
	Iteration 19Q: 3 clusters Score -1.000816e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 97139 members 
Entering Unmasked Estep 
Score: -10008213.000000 Penalty: 5699.569824
	Iteration 20F: 3 clusters Score -1.000821e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 97159 members 
Entering Unmasked Estep 
Score: -10008263.000000 Penalty: 5699.569824
	Iteration 21Q: 3 clusters Score -1.000826e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 97173 members 
Entering Unmasked Estep 
Score: -10008321.000000 Penalty: 5699.569824
	Iteration 22Q: 3 clusters Score -1.000832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 97186 members 
Entering Unmasked Estep 
Score: -10008333.000000 Penalty: 5699.569824
	Iteration 23Q: 3 clusters Score -1.000833e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 97204 members 
Entering Unmasked Estep 
Score: -10008362.000000 Penalty: 5699.569824
	Iteration 24Q: 3 clusters Score -1.000836e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 97210 members 
Entering Unmasked Estep 
Score: -10008387.000000 Penalty: 5699.569824
	Iteration 25Q: 3 clusters Score -1.000839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 97211 members 
Entering Unmasked Estep 
Score: -10008393.000000 Penalty: 5699.569824
	Iteration 26Q: 3 clusters Score -1.000839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 97213 members 
Entering Unmasked Estep 
Score: -10008409.000000 Penalty: 5699.569824
	Iteration 27Q: 3 clusters Score -1.000841e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 97219 members 
Entering Unmasked Estep 
Score: -10008423.000000 Penalty: 5699.569824
	Iteration 28Q: 3 clusters Score -1.000842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 97221 members 
Entering Unmasked Estep 
Score: -10008443.000000 Penalty: 5699.569824
	Iteration 29Q: 3 clusters Score -1.000844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -10008443.000000 Penalty: 5699.569824
	Iteration 30Q: 3 clusters Score -1.000844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 97222 members 
Entering Unmasked Estep 
Score: -10008451.000000 Penalty: 5699.569824
	Iteration 31Q: 3 clusters Score -1.000845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -10008457.000000 Penalty: 5699.569824
	Iteration 32Q: 3 clusters Score -1.000846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -10008468.000000 Penalty: 5699.569824
	Iteration 33Q: 3 clusters Score -1.000847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -10008474.000000 Penalty: 5699.569824
	Iteration 34Q: 3 clusters Score -1.000847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -10008480.000000 Penalty: 5699.569824
	Iteration 35Q: 3 clusters Score -1.000848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 97222 members 
Entering Unmasked Estep 
Score: -10008482.000000 Penalty: 5699.569824
	Iteration 36Q: 3 clusters Score -1.000848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 97226 members 
Entering Unmasked Estep 
Score: -10008496.000000 Penalty: 5699.569824
	Iteration 37Q: 3 clusters Score -1.00085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 97229 members 
Entering Unmasked Estep 
Score: -10008500.000000 Penalty: 5699.569824
	Iteration 38Q: 3 clusters Score -1.00085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 97231 members 
Entering Unmasked Estep 
Score: -10008508.000000 Penalty: 5699.569824
	Iteration 39Q: 3 clusters Score -1.000851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 97229 members 
Entering Unmasked Estep 
Score: -10008516.000000 Penalty: 5699.569824
	Iteration 40F: 3 clusters Score -1.000852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 97230 members 
Entering Unmasked Estep 
Score: -10008520.000000 Penalty: 5699.569824
	Iteration 41Q: 3 clusters Score -1.000852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 97232 members 
Entering Unmasked Estep 
Score: -10008518.000000 Penalty: 5699.569824
	Iteration 42Q: 3 clusters Score -1.000852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 97233 members 
Entering Unmasked Estep 
Score: -10008514.000000 Penalty: 5699.569824
	Iteration 43Q: 3 clusters Score -1.000851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 97233 members 
Entering Unmasked Estep 
Score: -10008510.000000 Penalty: 5699.569824
	Iteration 44Q: 3 clusters Score -1.000851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 97231 members 
Entering Unmasked Estep 
Score: -10008520.000000 Penalty: 5699.569824
	Iteration 45Q: 3 clusters Score -1.000852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 97229 members 
Entering Unmasked Estep 
Score: -10008527.000000 Penalty: 5699.569824
	Iteration 46Q: 3 clusters Score -1.000853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 97227 members 
Entering Unmasked Estep 
Score: -10008522.000000 Penalty: 5699.569824
	Iteration 47Q: 3 clusters Score -1.000852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 97226 members 
Entering Unmasked Estep 
Score: -10008515.000000 Penalty: 5699.569824
	Iteration 48Q: 3 clusters Score -1.000852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 97226 members 
Entering Unmasked Estep 
Score: -10008522.000000 Penalty: 5699.569824
	Iteration 49Q: 3 clusters Score -1.000852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 97221 members 
Entering Unmasked Estep 
Score: -10008542.000000 Penalty: 5699.569824
	Iteration 50Q: 3 clusters Score -1.000854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -10008549.000000 Penalty: 5699.569824
	Iteration 51Q: 3 clusters Score -1.000855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -10008559.000000 Penalty: 5699.569824
	Iteration 52Q: 3 clusters Score -1.000856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -10008579.000000 Penalty: 5699.569824
	Iteration 53Q: 3 clusters Score -1.000858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -10008572.000000 Penalty: 5699.569824
	Iteration 54Q: 3 clusters Score -1.000857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 97216 members 
Entering Unmasked Estep 
Score: -10008572.000000 Penalty: 5699.569824
	Iteration 55Q: 3 clusters Score -1.000857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 97216 members 
Entering Unmasked Estep 
Score: -10008572.000000 Penalty: 5699.569824
	Iteration 56F: 3 clusters Score -1.000857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Entering Unmasked Estep 
Score: -1369934.500000 Penalty: 2367.520996
	Iteration 0F: 2 clusters Score -1369934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1359727.875000 Penalty: 4735.041992
	Iteration 0F: 3 clusters Score -1359728 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1362823.875000 Penalty: 4735.041992
	Iteration 1F: 3 clusters Score -1362824 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1363159.625000 Penalty: 4735.041992
	Iteration 2F: 3 clusters Score -1363160 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1363467.875000 Penalty: 4735.041992
	Iteration 3Q: 3 clusters Score -1363468 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1363775.875000 Penalty: 4735.041992
	Iteration 4Q: 3 clusters Score -1363776 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1364068.375000 Penalty: 4735.041992
	Iteration 5Q: 3 clusters Score -1364068 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1364385.250000 Penalty: 4735.041992
	Iteration 6Q: 3 clusters Score -1364385 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1364743.000000 Penalty: 4735.041992
	Iteration 7Q: 3 clusters Score -1364743 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1365100.750000 Penalty: 4735.041992
	Iteration 8Q: 3 clusters Score -1365101 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1365470.125000 Penalty: 4735.041992
	Iteration 9Q: 3 clusters Score -1365470 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1365780.375000 Penalty: 4735.041992
	Iteration 10Q: 3 clusters Score -1365780 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1366040.375000 Penalty: 4735.041992
	Iteration 11Q: 3 clusters Score -1366040 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1366268.625000 Penalty: 4735.041992
	Iteration 12Q: 3 clusters Score -1366269 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1366436.500000 Penalty: 4735.041992
	Iteration 13Q: 3 clusters Score -1366436 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1366553.875000 Penalty: 4735.041992
	Iteration 14Q: 3 clusters Score -1366554 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1366661.875000 Penalty: 4735.041992
	Iteration 15Q: 3 clusters Score -1366662 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1366750.750000 Penalty: 4735.041992
	Iteration 16Q: 3 clusters Score -1366751 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1366819.125000 Penalty: 4735.041992
	Iteration 17Q: 3 clusters Score -1366819 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1366872.625000 Penalty: 4735.041992
	Iteration 18Q: 3 clusters Score -1366873 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1366923.250000 Penalty: 4735.041992
	Iteration 19Q: 3 clusters Score -1366923 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1366953.250000 Penalty: 4735.041992
	Iteration 20F: 3 clusters Score -1366953 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1366994.125000 Penalty: 4735.041992
	Iteration 21Q: 3 clusters Score -1366994 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1367031.000000 Penalty: 4735.041992
	Iteration 22Q: 3 clusters Score -1367031 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1367064.125000 Penalty: 4735.041992
	Iteration 23Q: 3 clusters Score -1367064 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1367096.125000 Penalty: 4735.041992
	Iteration 24Q: 3 clusters Score -1367096 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1367126.875000 Penalty: 4735.041992
	Iteration 25Q: 3 clusters Score -1367127 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1367148.625000 Penalty: 4735.041992
	Iteration 26Q: 3 clusters Score -1367149 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1367173.750000 Penalty: 4735.041992
	Iteration 27Q: 3 clusters Score -1367174 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1367195.250000 Penalty: 4735.041992
	Iteration 28Q: 3 clusters Score -1367195 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1367217.000000 Penalty: 4735.041992
	Iteration 29Q: 3 clusters Score -1367217 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1367237.000000 Penalty: 4735.041992
	Iteration 30Q: 3 clusters Score -1367237 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1367265.500000 Penalty: 4735.041992
	Iteration 31Q: 3 clusters Score -1367266 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1367289.875000 Penalty: 4735.041992
	Iteration 32Q: 3 clusters Score -1367290 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1367310.500000 Penalty: 4735.041992
	Iteration 33Q: 3 clusters Score -1367310 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1367334.500000 Penalty: 4735.041992
	Iteration 34Q: 3 clusters Score -1367334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1367358.250000 Penalty: 4735.041992
	Iteration 35Q: 3 clusters Score -1367358 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1367377.000000 Penalty: 4735.041992
	Iteration 36Q: 3 clusters Score -1367377 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1367396.625000 Penalty: 4735.041992
	Iteration 37Q: 3 clusters Score -1367397 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1367408.250000 Penalty: 4735.041992
	Iteration 38Q: 3 clusters Score -1367408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1367431.750000 Penalty: 4735.041992
	Iteration 39Q: 3 clusters Score -1367432 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1367449.875000 Penalty: 4735.041992
	Iteration 40F: 3 clusters Score -1367450 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1367473.375000 Penalty: 4735.041992
	Iteration 41Q: 3 clusters Score -1367473 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1367503.250000 Penalty: 4735.041992
	Iteration 42Q: 3 clusters Score -1367503 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1367529.375000 Penalty: 4735.041992
	Iteration 43Q: 3 clusters Score -1367529 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1367551.000000 Penalty: 4735.041992
	Iteration 44Q: 3 clusters Score -1367551 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1367565.250000 Penalty: 4735.041992
	Iteration 45Q: 3 clusters Score -1367565 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1367585.375000 Penalty: 4735.041992
	Iteration 46Q: 3 clusters Score -1367585 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1367609.375000 Penalty: 4735.041992
	Iteration 47Q: 3 clusters Score -1367609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1367622.000000 Penalty: 4735.041992
	Iteration 48Q: 3 clusters Score -1367622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1367643.500000 Penalty: 4735.041992
	Iteration 49Q: 3 clusters Score -1367644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1367663.625000 Penalty: 4735.041992
	Iteration 50Q: 3 clusters Score -1367664 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1367683.375000 Penalty: 4735.041992
	Iteration 51Q: 3 clusters Score -1367683 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1367699.625000 Penalty: 4735.041992
	Iteration 52Q: 3 clusters Score -1367700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1367715.000000 Penalty: 4735.041992
	Iteration 53Q: 3 clusters Score -1367715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1367725.625000 Penalty: 4735.041992
	Iteration 54Q: 3 clusters Score -1367726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1367738.000000 Penalty: 4735.041992
	Iteration 55Q: 3 clusters Score -1367738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1367744.875000 Penalty: 4735.041992
	Iteration 56Q: 3 clusters Score -1367745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1367752.500000 Penalty: 4735.041992
	Iteration 57Q: 3 clusters Score -1367752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1367758.625000 Penalty: 4735.041992
	Iteration 58Q: 3 clusters Score -1367759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1367762.875000 Penalty: 4735.041992
	Iteration 59Q: 3 clusters Score -1367763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1367773.500000 Penalty: 4735.041992
	Iteration 60F: 3 clusters Score -1367774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1367781.875000 Penalty: 4735.041992
	Iteration 61Q: 3 clusters Score -1367782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1367788.625000 Penalty: 4735.041992
	Iteration 62Q: 3 clusters Score -1367789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1367795.500000 Penalty: 4735.041992
	Iteration 63Q: 3 clusters Score -1367796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1367803.125000 Penalty: 4735.041992
	Iteration 64Q: 3 clusters Score -1367803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1367809.250000 Penalty: 4735.041992
	Iteration 65Q: 3 clusters Score -1367809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1367818.125000 Penalty: 4735.041992
	Iteration 66Q: 3 clusters Score -1367818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1367825.375000 Penalty: 4735.041992
	Iteration 67Q: 3 clusters Score -1367825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1367831.000000 Penalty: 4735.041992
	Iteration 68Q: 3 clusters Score -1367831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1367839.500000 Penalty: 4735.041992
	Iteration 69Q: 3 clusters Score -1367840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1367840.875000 Penalty: 4735.041992
	Iteration 70Q: 3 clusters Score -1367841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1367852.375000 Penalty: 4735.041992
	Iteration 71Q: 3 clusters Score -1367852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1367860.500000 Penalty: 4735.041992
	Iteration 72Q: 3 clusters Score -1367860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1367872.500000 Penalty: 4735.041992
	Iteration 73Q: 3 clusters Score -1367872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1367878.625000 Penalty: 4735.041992
	Iteration 74Q: 3 clusters Score -1367879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1367883.250000 Penalty: 4735.041992
	Iteration 75Q: 3 clusters Score -1367883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1367886.500000 Penalty: 4735.041992
	Iteration 76Q: 3 clusters Score -1367886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1367889.500000 Penalty: 4735.041992
	Iteration 77Q: 3 clusters Score -1367890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1367891.375000 Penalty: 4735.041992
	Iteration 78Q: 3 clusters Score -1367891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1367894.750000 Penalty: 4735.041992
	Iteration 79Q: 3 clusters Score -1367895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1367891.875000 Penalty: 4735.041992
	Iteration 80F: 3 clusters Score -1367892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1367894.000000 Penalty: 4735.041992
	Iteration 81Q: 3 clusters Score -1367894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1367896.750000 Penalty: 4735.041992
	Iteration 82Q: 3 clusters Score -1367897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1367897.250000 Penalty: 4735.041992
	Iteration 83Q: 3 clusters Score -1367897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1367897.375000 Penalty: 4735.041992
	Iteration 84Q: 3 clusters Score -1367897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1367897.875000 Penalty: 4735.041992
	Iteration 85Q: 3 clusters Score -1367898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1367899.125000 Penalty: 4735.041992
	Iteration 86Q: 3 clusters Score -1367899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1367899.750000 Penalty: 4735.041992
	Iteration 87Q: 3 clusters Score -1367900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1367902.875000 Penalty: 4735.041992
	Iteration 88Q: 3 clusters Score -1367903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1367906.750000 Penalty: 4735.041992
	Iteration 89Q: 3 clusters Score -1367907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1367908.125000 Penalty: 4735.041992
	Iteration 90Q: 3 clusters Score -1367908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1367912.250000 Penalty: 4735.041992
	Iteration 91Q: 3 clusters Score -1367912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1367917.625000 Penalty: 4735.041992
	Iteration 92Q: 3 clusters Score -1367918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1367921.000000 Penalty: 4735.041992
	Iteration 93Q: 3 clusters Score -1367921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1367926.375000 Penalty: 4735.041992
	Iteration 94Q: 3 clusters Score -1367926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1367929.750000 Penalty: 4735.041992
	Iteration 95Q: 3 clusters Score -1367930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1367934.000000 Penalty: 4735.041992
	Iteration 96Q: 3 clusters Score -1367934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1367939.625000 Penalty: 4735.041992
	Iteration 97Q: 3 clusters Score -1367940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1367945.500000 Penalty: 4735.041992
	Iteration 98Q: 3 clusters Score -1367946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1367948.125000 Penalty: 4735.041992
	Iteration 99Q: 3 clusters Score -1367948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1367958.250000 Penalty: 4735.041992
	Iteration 100F: 3 clusters Score -1367958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1367959.375000 Penalty: 4735.041992
	Iteration 101Q: 3 clusters Score -1367959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1367965.000000 Penalty: 4735.041992
	Iteration 102Q: 3 clusters Score -1367965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1367973.625000 Penalty: 4735.041992
	Iteration 103Q: 3 clusters Score -1367974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1367975.625000 Penalty: 4735.041992
	Iteration 104Q: 3 clusters Score -1367976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1367981.625000 Penalty: 4735.041992
	Iteration 105Q: 3 clusters Score -1367982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1367986.375000 Penalty: 4735.041992
	Iteration 106Q: 3 clusters Score -1367986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1367989.125000 Penalty: 4735.041992
	Iteration 107Q: 3 clusters Score -1367989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1367996.125000 Penalty: 4735.041992
	Iteration 108Q: 3 clusters Score -1367996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1367999.000000 Penalty: 4735.041992
	Iteration 109Q: 3 clusters Score -1367999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1367999.250000 Penalty: 4735.041992
	Iteration 110Q: 3 clusters Score -1367999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1367999.500000 Penalty: 4735.041992
	Iteration 111Q: 3 clusters Score -1368000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1368003.875000 Penalty: 4735.041992
	Iteration 112Q: 3 clusters Score -1368004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1368002.375000 Penalty: 4735.041992
	Iteration 113Q: 3 clusters Score -1368002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1368002.375000 Penalty: 4735.041992
	Iteration 114F: 3 clusters Score -1368002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Entering Unmasked Estep 
Score: -4497554.500000 Penalty: 2653.701416
	Iteration 0F: 2 clusters Score -4497554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -4467452.500000 Penalty: 5307.402832
	Iteration 0F: 3 clusters Score -4467452 nChanged 20483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -4479078.000000 Penalty: 5307.402832
	Iteration 1F: 3 clusters Score -4479078 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -4479670.000000 Penalty: 5307.402832
	Iteration 2Q: 3 clusters Score -4479670 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -4480461.500000 Penalty: 5307.402832
	Iteration 3Q: 3 clusters Score -4480462 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -4481611.000000 Penalty: 5307.402832
	Iteration 4F: 3 clusters Score -4481611 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -4483380.000000 Penalty: 5307.402832
	Iteration 5F: 3 clusters Score -4483380 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -4486013.000000 Penalty: 5307.402832
	Iteration 6F: 3 clusters Score -4486013 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -4489338.500000 Penalty: 5307.402832
	Iteration 7F: 3 clusters Score -4489338 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4492243.500000 Penalty: 5307.402832
	Iteration 8F: 3 clusters Score -4492244 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4494016.000000 Penalty: 5307.402832
	Iteration 9Q: 3 clusters Score -4494016 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4494738.000000 Penalty: 5307.402832
	Iteration 10Q: 3 clusters Score -4494738 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4495003.000000 Penalty: 5307.402832
	Iteration 11Q: 3 clusters Score -4495003 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4495118.500000 Penalty: 5307.402832
	Iteration 12Q: 3 clusters Score -4495118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4495174.000000 Penalty: 5307.402832
	Iteration 13Q: 3 clusters Score -4495174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4495204.500000 Penalty: 5307.402832
	Iteration 14Q: 3 clusters Score -4495204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4495221.500000 Penalty: 5307.402832
	Iteration 15Q: 3 clusters Score -4495222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4495229.500000 Penalty: 5307.402832
	Iteration 16Q: 3 clusters Score -4495230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4495244.500000 Penalty: 5307.402832
	Iteration 17Q: 3 clusters Score -4495244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4495248.000000 Penalty: 5307.402832
	Iteration 18Q: 3 clusters Score -4495248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4495257.500000 Penalty: 5307.402832
	Iteration 19Q: 3 clusters Score -4495258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4495263.000000 Penalty: 5307.402832
	Iteration 20F: 3 clusters Score -4495263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4495267.500000 Penalty: 5307.402832
	Iteration 21Q: 3 clusters Score -4495268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4495269.000000 Penalty: 5307.402832
	Iteration 22Q: 3 clusters Score -4495269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4495270.000000 Penalty: 5307.402832
	Iteration 23Q: 3 clusters Score -4495270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4495283.000000 Penalty: 5307.402832
	Iteration 24Q: 3 clusters Score -4495283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4495287.000000 Penalty: 5307.402832
	Iteration 25Q: 3 clusters Score -4495287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4495287.000000 Penalty: 5307.402832
	Iteration 26F: 3 clusters Score -4495287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Entering Unmasked Estep 
Score: -1118001.625000 Penalty: 2311.871094
	Iteration 0F: 2 clusters Score -1118002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1109604.000000 Penalty: 4623.742188
	Iteration 0F: 3 clusters Score -1109604 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1112219.625000 Penalty: 4623.742188
	Iteration 1F: 3 clusters Score -1112220 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1112691.750000 Penalty: 4623.742188
	Iteration 2F: 3 clusters Score -1112692 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1113161.125000 Penalty: 4623.742188
	Iteration 3F: 3 clusters Score -1113161 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1113658.000000 Penalty: 4623.742188
	Iteration 4F: 3 clusters Score -1113658 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1114140.500000 Penalty: 4623.742188
	Iteration 5F: 3 clusters Score -1114140 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1114580.750000 Penalty: 4623.742188
	Iteration 6F: 3 clusters Score -1114581 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1114912.875000 Penalty: 4623.742188
	Iteration 7Q: 3 clusters Score -1114913 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1115212.750000 Penalty: 4623.742188
	Iteration 8Q: 3 clusters Score -1115213 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1115428.750000 Penalty: 4623.742188
	Iteration 9Q: 3 clusters Score -1115429 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1115592.875000 Penalty: 4623.742188
	Iteration 10Q: 3 clusters Score -1115593 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1115741.750000 Penalty: 4623.742188
	Iteration 11Q: 3 clusters Score -1115742 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1115880.000000 Penalty: 4623.742188
	Iteration 12Q: 3 clusters Score -1115880 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1116004.000000 Penalty: 4623.742188
	Iteration 13Q: 3 clusters Score -1116004 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1116088.000000 Penalty: 4623.742188
	Iteration 14Q: 3 clusters Score -1116088 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1116153.750000 Penalty: 4623.742188
	Iteration 15Q: 3 clusters Score -1116154 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1116202.375000 Penalty: 4623.742188
	Iteration 16Q: 3 clusters Score -1116202 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1116259.375000 Penalty: 4623.742188
	Iteration 17Q: 3 clusters Score -1116259 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1116298.625000 Penalty: 4623.742188
	Iteration 18Q: 3 clusters Score -1116299 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1116339.625000 Penalty: 4623.742188
	Iteration 19Q: 3 clusters Score -1116340 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1116376.875000 Penalty: 4623.742188
	Iteration 20F: 3 clusters Score -1116377 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1116414.375000 Penalty: 4623.742188
	Iteration 21Q: 3 clusters Score -1116414 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1116466.000000 Penalty: 4623.742188
	Iteration 22Q: 3 clusters Score -1116466 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1116523.500000 Penalty: 4623.742188
	Iteration 23Q: 3 clusters Score -1116524 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1116572.125000 Penalty: 4623.742188
	Iteration 24Q: 3 clusters Score -1116572 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1116628.625000 Penalty: 4623.742188
	Iteration 25Q: 3 clusters Score -1116629 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1116672.750000 Penalty: 4623.742188
	Iteration 26Q: 3 clusters Score -1116673 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1116726.625000 Penalty: 4623.742188
	Iteration 27Q: 3 clusters Score -1116727 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1116780.375000 Penalty: 4623.742188
	Iteration 28Q: 3 clusters Score -1116780 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1116840.000000 Penalty: 4623.742188
	Iteration 29Q: 3 clusters Score -1116840 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1116902.875000 Penalty: 4623.742188
	Iteration 30Q: 3 clusters Score -1116903 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1116995.875000 Penalty: 4623.742188
	Iteration 31Q: 3 clusters Score -1116996 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1117111.375000 Penalty: 4623.742188
	Iteration 32Q: 3 clusters Score -1117111 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1117189.875000 Penalty: 4623.742188
	Iteration 33Q: 3 clusters Score -1117190 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1117271.250000 Penalty: 4623.742188
	Iteration 34Q: 3 clusters Score -1117271 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1117337.125000 Penalty: 4623.742188
	Iteration 35Q: 3 clusters Score -1117337 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1117397.500000 Penalty: 4623.742188
	Iteration 36Q: 3 clusters Score -1117398 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1117445.000000 Penalty: 4623.742188
	Iteration 37Q: 3 clusters Score -1117445 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1117485.125000 Penalty: 4623.742188
	Iteration 38Q: 3 clusters Score -1117485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1117508.375000 Penalty: 4623.742188
	Iteration 39Q: 3 clusters Score -1117508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1117523.375000 Penalty: 4623.742188
	Iteration 40F: 3 clusters Score -1117523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1117530.875000 Penalty: 4623.742188
	Iteration 41Q: 3 clusters Score -1117531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1117538.375000 Penalty: 4623.742188
	Iteration 42Q: 3 clusters Score -1117538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1117543.250000 Penalty: 4623.742188
	Iteration 43Q: 3 clusters Score -1117543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1117546.000000 Penalty: 4623.742188
	Iteration 44Q: 3 clusters Score -1117546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1117546.750000 Penalty: 4623.742188
	Iteration 45Q: 3 clusters Score -1117547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1117554.125000 Penalty: 4623.742188
	Iteration 46Q: 3 clusters Score -1117554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1117555.000000 Penalty: 4623.742188
	Iteration 47Q: 3 clusters Score -1117555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1117558.000000 Penalty: 4623.742188
	Iteration 48Q: 3 clusters Score -1117558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1117558.500000 Penalty: 4623.742188
	Iteration 49Q: 3 clusters Score -1117558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1117564.125000 Penalty: 4623.742188
	Iteration 50Q: 3 clusters Score -1117564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1117564.125000 Penalty: 4623.742188
	Iteration 51Q: 3 clusters Score -1117564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1117563.625000 Penalty: 4623.742188
	Iteration 52Q: 3 clusters Score -1117564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1117561.125000 Penalty: 4623.742188
	Iteration 53Q: 3 clusters Score -1117561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1117562.375000 Penalty: 4623.742188
	Iteration 54Q: 3 clusters Score -1117562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1117564.875000 Penalty: 4623.742188
	Iteration 55Q: 3 clusters Score -1117565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1117563.000000 Penalty: 4623.742188
	Iteration 56Q: 3 clusters Score -1117563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1117565.500000 Penalty: 4623.742188
	Iteration 57Q: 3 clusters Score -1117566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1117563.250000 Penalty: 4623.742188
	Iteration 58Q: 3 clusters Score -1117563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1117565.125000 Penalty: 4623.742188
	Iteration 59Q: 3 clusters Score -1117565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1117567.375000 Penalty: 4623.742188
	Iteration 60F: 3 clusters Score -1117567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Entering Unmasked Estep 
Score: -2557812.750000 Penalty: 2510.540039
	Iteration 0F: 2 clusters Score -2557813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2540503.750000 Penalty: 5021.080078
	Iteration 0F: 3 clusters Score -2540504 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2546425.250000 Penalty: 5021.080078
	Iteration 1F: 3 clusters Score -2546425 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2546836.750000 Penalty: 5021.080078
	Iteration 2F: 3 clusters Score -2546837 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2547169.500000 Penalty: 5021.080078
	Iteration 3Q: 3 clusters Score -2547170 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2547493.250000 Penalty: 5021.080078
	Iteration 4Q: 3 clusters Score -2547493 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2547816.000000 Penalty: 5021.080078
	Iteration 5Q: 3 clusters Score -2547816 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2548092.750000 Penalty: 5021.080078
	Iteration 6Q: 3 clusters Score -2548093 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2548391.750000 Penalty: 5021.080078
	Iteration 7Q: 3 clusters Score -2548392 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2548735.750000 Penalty: 5021.080078
	Iteration 8Q: 3 clusters Score -2548736 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2549133.250000 Penalty: 5021.080078
	Iteration 9Q: 3 clusters Score -2549133 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2549708.750000 Penalty: 5021.080078
	Iteration 10Q: 3 clusters Score -2549709 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2550532.250000 Penalty: 5021.080078
	Iteration 11F: 3 clusters Score -2550532 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2551476.750000 Penalty: 5021.080078
	Iteration 12F: 3 clusters Score -2551477 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2552288.500000 Penalty: 5021.080078
	Iteration 13F: 3 clusters Score -2552288 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2552731.750000 Penalty: 5021.080078
	Iteration 14Q: 3 clusters Score -2552732 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2552957.500000 Penalty: 5021.080078
	Iteration 15Q: 3 clusters Score -2552958 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2553063.750000 Penalty: 5021.080078
	Iteration 16Q: 3 clusters Score -2553064 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2553146.500000 Penalty: 5021.080078
	Iteration 17Q: 3 clusters Score -2553146 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2553222.500000 Penalty: 5021.080078
	Iteration 18Q: 3 clusters Score -2553222 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2553306.250000 Penalty: 5021.080078
	Iteration 19Q: 3 clusters Score -2553306 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2553377.750000 Penalty: 5021.080078
	Iteration 20F: 3 clusters Score -2553378 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2553467.250000 Penalty: 5021.080078
	Iteration 21Q: 3 clusters Score -2553467 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2553536.750000 Penalty: 5021.080078
	Iteration 22Q: 3 clusters Score -2553537 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2553623.500000 Penalty: 5021.080078
	Iteration 23Q: 3 clusters Score -2553624 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2553718.500000 Penalty: 5021.080078
	Iteration 24Q: 3 clusters Score -2553718 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2553805.000000 Penalty: 5021.080078
	Iteration 25Q: 3 clusters Score -2553805 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2553888.000000 Penalty: 5021.080078
	Iteration 26Q: 3 clusters Score -2553888 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2553947.000000 Penalty: 5021.080078
	Iteration 27Q: 3 clusters Score -2553947 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2554019.750000 Penalty: 5021.080078
	Iteration 28Q: 3 clusters Score -2554020 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2554083.500000 Penalty: 5021.080078
	Iteration 29Q: 3 clusters Score -2554084 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2554143.500000 Penalty: 5021.080078
	Iteration 30Q: 3 clusters Score -2554144 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2554204.500000 Penalty: 5021.080078
	Iteration 31Q: 3 clusters Score -2554204 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2554271.000000 Penalty: 5021.080078
	Iteration 32Q: 3 clusters Score -2554271 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2554313.000000 Penalty: 5021.080078
	Iteration 33Q: 3 clusters Score -2554313 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2554353.250000 Penalty: 5021.080078
	Iteration 34Q: 3 clusters Score -2554353 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2554391.750000 Penalty: 5021.080078
	Iteration 35Q: 3 clusters Score -2554392 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2554419.500000 Penalty: 5021.080078
	Iteration 36Q: 3 clusters Score -2554420 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2554465.250000 Penalty: 5021.080078
	Iteration 37Q: 3 clusters Score -2554465 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2554516.750000 Penalty: 5021.080078
	Iteration 38Q: 3 clusters Score -2554517 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2554567.500000 Penalty: 5021.080078
	Iteration 39Q: 3 clusters Score -2554568 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2554615.750000 Penalty: 5021.080078
	Iteration 40F: 3 clusters Score -2554616 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2554660.500000 Penalty: 5021.080078
	Iteration 41Q: 3 clusters Score -2554660 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2554700.250000 Penalty: 5021.080078
	Iteration 42Q: 3 clusters Score -2554700 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2554739.500000 Penalty: 5021.080078
	Iteration 43Q: 3 clusters Score -2554740 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2554789.250000 Penalty: 5021.080078
	Iteration 44Q: 3 clusters Score -2554789 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -2554824.750000 Penalty: 5021.080078
	Iteration 45Q: 3 clusters Score -2554825 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2554861.500000 Penalty: 5021.080078
	Iteration 46Q: 3 clusters Score -2554862 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2554898.750000 Penalty: 5021.080078
	Iteration 47Q: 3 clusters Score -2554899 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2554944.000000 Penalty: 5021.080078
	Iteration 48Q: 3 clusters Score -2554944 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2554989.000000 Penalty: 5021.080078
	Iteration 49Q: 3 clusters Score -2554989 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2555019.750000 Penalty: 5021.080078
	Iteration 50Q: 3 clusters Score -2555020 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2555055.000000 Penalty: 5021.080078
	Iteration 51Q: 3 clusters Score -2555055 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -2555090.750000 Penalty: 5021.080078
	Iteration 52Q: 3 clusters Score -2555091 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2555129.750000 Penalty: 5021.080078
	Iteration 53Q: 3 clusters Score -2555130 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2555162.500000 Penalty: 5021.080078
	Iteration 54Q: 3 clusters Score -2555162 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -2555213.750000 Penalty: 5021.080078
	Iteration 55Q: 3 clusters Score -2555214 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -2555263.750000 Penalty: 5021.080078
	Iteration 56Q: 3 clusters Score -2555264 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2555293.500000 Penalty: 5021.080078
	Iteration 57Q: 3 clusters Score -2555294 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -2555329.250000 Penalty: 5021.080078
	Iteration 58Q: 3 clusters Score -2555329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -2555354.000000 Penalty: 5021.080078
	Iteration 59Q: 3 clusters Score -2555354 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -2555375.250000 Penalty: 5021.080078
	Iteration 60F: 3 clusters Score -2555375 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2555407.000000 Penalty: 5021.080078
	Iteration 61Q: 3 clusters Score -2555407 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -2555438.750000 Penalty: 5021.080078
	Iteration 62Q: 3 clusters Score -2555439 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2555460.500000 Penalty: 5021.080078
	Iteration 63Q: 3 clusters Score -2555460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -2555466.500000 Penalty: 5021.080078
	Iteration 64Q: 3 clusters Score -2555466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -2555480.750000 Penalty: 5021.080078
	Iteration 65Q: 3 clusters Score -2555481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2555497.250000 Penalty: 5021.080078
	Iteration 66Q: 3 clusters Score -2555497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2555508.000000 Penalty: 5021.080078
	Iteration 67Q: 3 clusters Score -2555508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2555523.750000 Penalty: 5021.080078
	Iteration 68Q: 3 clusters Score -2555524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2555533.250000 Penalty: 5021.080078
	Iteration 69Q: 3 clusters Score -2555533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -2555541.250000 Penalty: 5021.080078
	Iteration 70Q: 3 clusters Score -2555541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2555549.750000 Penalty: 5021.080078
	Iteration 71Q: 3 clusters Score -2555550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -2555566.500000 Penalty: 5021.080078
	Iteration 72Q: 3 clusters Score -2555566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -2555576.500000 Penalty: 5021.080078
	Iteration 73Q: 3 clusters Score -2555576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -2555586.250000 Penalty: 5021.080078
	Iteration 74Q: 3 clusters Score -2555586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -2555589.500000 Penalty: 5021.080078
	Iteration 75Q: 3 clusters Score -2555590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -2555601.250000 Penalty: 5021.080078
	Iteration 76Q: 3 clusters Score -2555601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2555617.500000 Penalty: 5021.080078
	Iteration 77Q: 3 clusters Score -2555618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -2555616.250000 Penalty: 5021.080078
	Iteration 78Q: 3 clusters Score -2555616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2555627.000000 Penalty: 5021.080078
	Iteration 79Q: 3 clusters Score -2555627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -2555630.500000 Penalty: 5021.080078
	Iteration 80F: 3 clusters Score -2555630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -2555637.750000 Penalty: 5021.080078
	Iteration 81Q: 3 clusters Score -2555638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2555642.500000 Penalty: 5021.080078
	Iteration 82Q: 3 clusters Score -2555642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -2555652.750000 Penalty: 5021.080078
	Iteration 83Q: 3 clusters Score -2555653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -2555648.750000 Penalty: 5021.080078
	Iteration 84Q: 3 clusters Score -2555649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2555653.000000 Penalty: 5021.080078
	Iteration 85Q: 3 clusters Score -2555653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2555658.000000 Penalty: 5021.080078
	Iteration 86Q: 3 clusters Score -2555658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2555659.000000 Penalty: 5021.080078
	Iteration 87Q: 3 clusters Score -2555659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -2555659.750000 Penalty: 5021.080078
	Iteration 88Q: 3 clusters Score -2555660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2555663.000000 Penalty: 5021.080078
	Iteration 89Q: 3 clusters Score -2555663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -2555669.750000 Penalty: 5021.080078
	Iteration 90Q: 3 clusters Score -2555670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -2555673.250000 Penalty: 5021.080078
	Iteration 91Q: 3 clusters Score -2555673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -2555676.000000 Penalty: 5021.080078
	Iteration 92Q: 3 clusters Score -2555676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -2555681.250000 Penalty: 5021.080078
	Iteration 93Q: 3 clusters Score -2555681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -2555686.750000 Penalty: 5021.080078
	Iteration 94Q: 3 clusters Score -2555687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -2555698.250000 Penalty: 5021.080078
	Iteration 95Q: 3 clusters Score -2555698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2555703.500000 Penalty: 5021.080078
	Iteration 96Q: 3 clusters Score -2555704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -2555711.250000 Penalty: 5021.080078
	Iteration 97Q: 3 clusters Score -2555711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -2555714.500000 Penalty: 5021.080078
	Iteration 98Q: 3 clusters Score -2555714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -2555713.750000 Penalty: 5021.080078
	Iteration 99Q: 3 clusters Score -2555714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -2555718.000000 Penalty: 5021.080078
	Iteration 100F: 3 clusters Score -2555718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2555716.750000 Penalty: 5021.080078
	Iteration 101Q: 3 clusters Score -2555717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2555720.250000 Penalty: 5021.080078
	Iteration 102Q: 3 clusters Score -2555720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2555720.750000 Penalty: 5021.080078
	Iteration 103Q: 3 clusters Score -2555721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2555720.750000 Penalty: 5021.080078
	Iteration 104F: 3 clusters Score -2555721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Entering Unmasked Estep 
Score: -1530170.250000 Penalty: 2394.589600
	Iteration 0F: 2 clusters Score -1530170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1518963.750000 Penalty: 4789.179199
	Iteration 0F: 3 clusters Score -1518964 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1522597.250000 Penalty: 4789.179199
	Iteration 1F: 3 clusters Score -1522597 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1523027.250000 Penalty: 4789.179199
	Iteration 2F: 3 clusters Score -1523027 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1523505.125000 Penalty: 4789.179199
	Iteration 3F: 3 clusters Score -1523505 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1524086.875000 Penalty: 4789.179199
	Iteration 4F: 3 clusters Score -1524087 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1524807.875000 Penalty: 4789.179199
	Iteration 5F: 3 clusters Score -1524808 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1525620.000000 Penalty: 4789.179199
	Iteration 6F: 3 clusters Score -1525620 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1526340.375000 Penalty: 4789.179199
	Iteration 7F: 3 clusters Score -1526340 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1526950.000000 Penalty: 4789.179199
	Iteration 8F: 3 clusters Score -1526950 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1527435.375000 Penalty: 4789.179199
	Iteration 9Q: 3 clusters Score -1527435 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1527796.625000 Penalty: 4789.179199
	Iteration 10Q: 3 clusters Score -1527797 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1528065.375000 Penalty: 4789.179199
	Iteration 11Q: 3 clusters Score -1528065 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1528249.875000 Penalty: 4789.179199
	Iteration 12Q: 3 clusters Score -1528250 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1528373.875000 Penalty: 4789.179199
	Iteration 13Q: 3 clusters Score -1528374 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1528465.250000 Penalty: 4789.179199
	Iteration 14Q: 3 clusters Score -1528465 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1528523.500000 Penalty: 4789.179199
	Iteration 15Q: 3 clusters Score -1528524 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1528563.750000 Penalty: 4789.179199
	Iteration 16Q: 3 clusters Score -1528564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1528599.375000 Penalty: 4789.179199
	Iteration 17Q: 3 clusters Score -1528599 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1528617.750000 Penalty: 4789.179199
	Iteration 18Q: 3 clusters Score -1528618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1528636.875000 Penalty: 4789.179199
	Iteration 19Q: 3 clusters Score -1528637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1528646.875000 Penalty: 4789.179199
	Iteration 20F: 3 clusters Score -1528647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1528655.000000 Penalty: 4789.179199
	Iteration 21Q: 3 clusters Score -1528655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1528663.875000 Penalty: 4789.179199
	Iteration 22Q: 3 clusters Score -1528664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1528668.250000 Penalty: 4789.179199
	Iteration 23Q: 3 clusters Score -1528668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1528673.500000 Penalty: 4789.179199
	Iteration 24Q: 3 clusters Score -1528674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1528675.125000 Penalty: 4789.179199
	Iteration 25Q: 3 clusters Score -1528675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1528679.375000 Penalty: 4789.179199
	Iteration 26Q: 3 clusters Score -1528679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1528681.125000 Penalty: 4789.179199
	Iteration 27Q: 3 clusters Score -1528681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1528680.500000 Penalty: 4789.179199
	Iteration 28Q: 3 clusters Score -1528680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1528680.625000 Penalty: 4789.179199
	Iteration 29Q: 3 clusters Score -1528681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1528681.750000 Penalty: 4789.179199
	Iteration 30Q: 3 clusters Score -1528682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1528685.375000 Penalty: 4789.179199
	Iteration 31Q: 3 clusters Score -1528685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1528687.625000 Penalty: 4789.179199
	Iteration 32Q: 3 clusters Score -1528688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1528688.000000 Penalty: 4789.179199
	Iteration 33Q: 3 clusters Score -1528688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1528687.875000 Penalty: 4789.179199
	Iteration 34Q: 3 clusters Score -1528688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1528688.625000 Penalty: 4789.179199
	Iteration 35Q: 3 clusters Score -1528689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1528688.250000 Penalty: 4789.179199
	Iteration 36Q: 3 clusters Score -1528688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1528689.625000 Penalty: 4789.179199
	Iteration 37Q: 3 clusters Score -1528690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1528691.375000 Penalty: 4789.179199
	Iteration 38Q: 3 clusters Score -1528691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1528690.500000 Penalty: 4789.179199
	Iteration 39Q: 3 clusters Score -1528690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1528690.500000 Penalty: 4789.179199
	Iteration 40F: 3 clusters Score -1528690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (199234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199234 members 
Entering Unmasked Estep 
Score: -20085972.000000 Penalty: 3026.154297
	Iteration 0F: 2 clusters Score -2.008597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99668 members 
Mstep: Class 2 contains 99566 members 
Entering Unmasked Estep 
Score: -19952604.000000 Penalty: 6052.308594
	Iteration 0F: 3 clusters Score -1.99526e+07 nChanged 95615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97071 members 
Mstep: Class 2 contains 102163 members 
Entering Unmasked Estep 
Score: -20007764.000000 Penalty: 6052.308594
	Iteration 1F: 3 clusters Score -2.000776e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95919 members 
Mstep: Class 2 contains 103315 members 
Entering Unmasked Estep 
Score: -20008604.000000 Penalty: 6052.308594
	Iteration 2Q: 3 clusters Score -2.00086e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94185 members 
Mstep: Class 2 contains 105049 members 
Entering Unmasked Estep 
Score: -20009430.000000 Penalty: 6052.308594
	Iteration 3Q: 3 clusters Score -2.000943e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 107626 members 
Entering Unmasked Estep 
Score: -20010648.000000 Penalty: 6052.308594
	Iteration 4Q: 3 clusters Score -2.001065e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87724 members 
Mstep: Class 2 contains 111510 members 
Entering Unmasked Estep 
Score: -20012144.000000 Penalty: 6052.308594
	Iteration 5Q: 3 clusters Score -2.001214e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 117227 members 
Entering Unmasked Estep 
Score: -20014534.000000 Penalty: 6052.308594
	Iteration 6Q: 3 clusters Score -2.001453e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73703 members 
Mstep: Class 2 contains 125531 members 
Entering Unmasked Estep 
Score: -20018530.000000 Penalty: 6052.308594
	Iteration 7Q: 3 clusters Score -2.001853e+07 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 137291 members 
Entering Unmasked Estep 
Score: -20025992.000000 Penalty: 6052.308594
	Iteration 8F: 3 clusters Score -2.002599e+07 nChanged 15484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 152649 members 
Entering Unmasked Estep 
Score: -20037894.000000 Penalty: 6052.308594
	Iteration 9F: 3 clusters Score -2.003789e+07 nChanged 17207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 169848 members 
Entering Unmasked Estep 
Score: -20054302.000000 Penalty: 6052.308594
	Iteration 10F: 3 clusters Score -2.00543e+07 nChanged 14728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 184572 members 
Entering Unmasked Estep 
Score: -20069082.000000 Penalty: 6052.308594
	Iteration 11F: 3 clusters Score -2.006908e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 193418 members 
Entering Unmasked Estep 
Score: -20077912.000000 Penalty: 6052.308594
	Iteration 12Q: 3 clusters Score -2.007791e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 197179 members 
Entering Unmasked Estep 
Score: -20081450.000000 Penalty: 6052.308594
	Iteration 13Q: 3 clusters Score -2.008145e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 198465 members 
Entering Unmasked Estep 
Score: -20082588.000000 Penalty: 6052.308594
	Iteration 14Q: 3 clusters Score -2.008259e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 198769 members 
Entering Unmasked Estep 
Score: -20082896.000000 Penalty: 6052.308594
	Iteration 15Q: 3 clusters Score -2.00829e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 198868 members 
Entering Unmasked Estep 
Score: -20083074.000000 Penalty: 6052.308594
	Iteration 16Q: 3 clusters Score -2.008307e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 198912 members 
Entering Unmasked Estep 
Score: -20083160.000000 Penalty: 6052.308594
	Iteration 17Q: 3 clusters Score -2.008316e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 198933 members 
Entering Unmasked Estep 
Score: -20083188.000000 Penalty: 6052.308594
	Iteration 18Q: 3 clusters Score -2.008319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 198947 members 
Entering Unmasked Estep 
Score: -20083218.000000 Penalty: 6052.308594
	Iteration 19Q: 3 clusters Score -2.008322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 198951 members 
Entering Unmasked Estep 
Score: -20083240.000000 Penalty: 6052.308594
	Iteration 20F: 3 clusters Score -2.008324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 198957 members 
Entering Unmasked Estep 
Score: -20083238.000000 Penalty: 6052.308594
	Iteration 21Q: 3 clusters Score -2.008324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 198961 members 
Entering Unmasked Estep 
Score: -20083234.000000 Penalty: 6052.308594
	Iteration 22Q: 3 clusters Score -2.008323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 198972 members 
Entering Unmasked Estep 
Score: -20083274.000000 Penalty: 6052.308594
	Iteration 23Q: 3 clusters Score -2.008327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 198979 members 
Entering Unmasked Estep 
Score: -20083272.000000 Penalty: 6052.308594
	Iteration 24Q: 3 clusters Score -2.008327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 198984 members 
Entering Unmasked Estep 
Score: -20083284.000000 Penalty: 6052.308594
	Iteration 25Q: 3 clusters Score -2.008328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 198986 members 
Entering Unmasked Estep 
Score: -20083288.000000 Penalty: 6052.308594
	Iteration 26Q: 3 clusters Score -2.008329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 198988 members 
Entering Unmasked Estep 
Score: -20083302.000000 Penalty: 6052.308594
	Iteration 27Q: 3 clusters Score -2.00833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 198986 members 
Entering Unmasked Estep 
Score: -20083302.000000 Penalty: 6052.308594
	Iteration 28Q: 3 clusters Score -2.00833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 198985 members 
Entering Unmasked Estep 
Score: -20083304.000000 Penalty: 6052.308594
	Iteration 29Q: 3 clusters Score -2.00833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 198985 members 
Entering Unmasked Estep 
Score: -20083304.000000 Penalty: 6052.308594
	Iteration 30F: 3 clusters Score -2.00833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Entering Unmasked Estep 
Score: -3595791.750000 Penalty: 2623.170166
	Iteration 0F: 2 clusters Score -3595792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -3569109.250000 Penalty: 5246.340332
	Iteration 0F: 3 clusters Score -3569109 nChanged 17940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3579028.750000 Penalty: 5246.340332
	Iteration 1F: 3 clusters Score -3579029 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -3579775.500000 Penalty: 5246.340332
	Iteration 2F: 3 clusters Score -3579776 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3580605.000000 Penalty: 5246.340332
	Iteration 3F: 3 clusters Score -3580605 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3581640.250000 Penalty: 5246.340332
	Iteration 4F: 3 clusters Score -3581640 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -3582850.500000 Penalty: 5246.340332
	Iteration 5F: 3 clusters Score -3582850 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3584395.750000 Penalty: 5246.340332
	Iteration 6F: 3 clusters Score -3584396 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3586224.250000 Penalty: 5246.340332
	Iteration 7F: 3 clusters Score -3586224 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3587871.000000 Penalty: 5246.340332
	Iteration 8F: 3 clusters Score -3587871 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3588964.750000 Penalty: 5246.340332
	Iteration 9Q: 3 clusters Score -3588965 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3589597.000000 Penalty: 5246.340332
	Iteration 10Q: 3 clusters Score -3589597 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3589931.000000 Penalty: 5246.340332
	Iteration 11Q: 3 clusters Score -3589931 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3590145.250000 Penalty: 5246.340332
	Iteration 12Q: 3 clusters Score -3590145 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3590284.250000 Penalty: 5246.340332
	Iteration 13Q: 3 clusters Score -3590284 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -3590412.750000 Penalty: 5246.340332
	Iteration 14Q: 3 clusters Score -3590413 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3590507.000000 Penalty: 5246.340332
	Iteration 15Q: 3 clusters Score -3590507 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3590591.750000 Penalty: 5246.340332
	Iteration 16Q: 3 clusters Score -3590592 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3590733.750000 Penalty: 5246.340332
	Iteration 17Q: 3 clusters Score -3590734 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -3590827.500000 Penalty: 5246.340332
	Iteration 18Q: 3 clusters Score -3590828 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -3590949.500000 Penalty: 5246.340332
	Iteration 19Q: 3 clusters Score -3590950 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -3591037.500000 Penalty: 5246.340332
	Iteration 20F: 3 clusters Score -3591038 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3591155.500000 Penalty: 5246.340332
	Iteration 21Q: 3 clusters Score -3591156 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3591284.750000 Penalty: 5246.340332
	Iteration 22Q: 3 clusters Score -3591285 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -3591410.500000 Penalty: 5246.340332
	Iteration 23Q: 3 clusters Score -3591410 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -3591537.750000 Penalty: 5246.340332
	Iteration 24Q: 3 clusters Score -3591538 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3591680.250000 Penalty: 5246.340332
	Iteration 25Q: 3 clusters Score -3591680 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3591795.750000 Penalty: 5246.340332
	Iteration 26Q: 3 clusters Score -3591796 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3591920.750000 Penalty: 5246.340332
	Iteration 27Q: 3 clusters Score -3591921 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -3592032.000000 Penalty: 5246.340332
	Iteration 28Q: 3 clusters Score -3592032 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3592172.500000 Penalty: 5246.340332
	Iteration 29Q: 3 clusters Score -3592172 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3592287.500000 Penalty: 5246.340332
	Iteration 30Q: 3 clusters Score -3592288 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3592430.500000 Penalty: 5246.340332
	Iteration 31Q: 3 clusters Score -3592430 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3592552.000000 Penalty: 5246.340332
	Iteration 32Q: 3 clusters Score -3592552 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -3592669.250000 Penalty: 5246.340332
	Iteration 33Q: 3 clusters Score -3592669 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3592788.250000 Penalty: 5246.340332
	Iteration 34Q: 3 clusters Score -3592788 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -3592875.250000 Penalty: 5246.340332
	Iteration 35Q: 3 clusters Score -3592875 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3592946.500000 Penalty: 5246.340332
	Iteration 36Q: 3 clusters Score -3592946 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3592999.750000 Penalty: 5246.340332
	Iteration 37Q: 3 clusters Score -3593000 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3593061.500000 Penalty: 5246.340332
	Iteration 38Q: 3 clusters Score -3593062 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3593149.500000 Penalty: 5246.340332
	Iteration 39Q: 3 clusters Score -3593150 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3593210.000000 Penalty: 5246.340332
	Iteration 40F: 3 clusters Score -3593210 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3593277.750000 Penalty: 5246.340332
	Iteration 41Q: 3 clusters Score -3593278 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3593371.250000 Penalty: 5246.340332
	Iteration 42Q: 3 clusters Score -3593371 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3593438.500000 Penalty: 5246.340332
	Iteration 43Q: 3 clusters Score -3593438 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3593479.750000 Penalty: 5246.340332
	Iteration 44Q: 3 clusters Score -3593480 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3593530.500000 Penalty: 5246.340332
	Iteration 45Q: 3 clusters Score -3593530 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3593590.000000 Penalty: 5246.340332
	Iteration 46Q: 3 clusters Score -3593590 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3593626.250000 Penalty: 5246.340332
	Iteration 47Q: 3 clusters Score -3593626 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3593660.750000 Penalty: 5246.340332
	Iteration 48Q: 3 clusters Score -3593661 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3593700.500000 Penalty: 5246.340332
	Iteration 49Q: 3 clusters Score -3593700 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3593724.250000 Penalty: 5246.340332
	Iteration 50Q: 3 clusters Score -3593724 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3593746.750000 Penalty: 5246.340332
	Iteration 51Q: 3 clusters Score -3593747 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3593772.000000 Penalty: 5246.340332
	Iteration 52Q: 3 clusters Score -3593772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3593800.000000 Penalty: 5246.340332
	Iteration 53Q: 3 clusters Score -3593800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3593828.250000 Penalty: 5246.340332
	Iteration 54Q: 3 clusters Score -3593828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3593836.750000 Penalty: 5246.340332
	Iteration 55Q: 3 clusters Score -3593837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3593851.750000 Penalty: 5246.340332
	Iteration 56Q: 3 clusters Score -3593852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3593865.750000 Penalty: 5246.340332
	Iteration 57Q: 3 clusters Score -3593866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3593899.250000 Penalty: 5246.340332
	Iteration 58Q: 3 clusters Score -3593899 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3593920.500000 Penalty: 5246.340332
	Iteration 59Q: 3 clusters Score -3593920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3593949.000000 Penalty: 5246.340332
	Iteration 60F: 3 clusters Score -3593949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3593965.000000 Penalty: 5246.340332
	Iteration 61Q: 3 clusters Score -3593965 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3593981.750000 Penalty: 5246.340332
	Iteration 62Q: 3 clusters Score -3593982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3593999.500000 Penalty: 5246.340332
	Iteration 63Q: 3 clusters Score -3594000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3594010.500000 Penalty: 5246.340332
	Iteration 64Q: 3 clusters Score -3594010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3594022.250000 Penalty: 5246.340332
	Iteration 65Q: 3 clusters Score -3594022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3594030.750000 Penalty: 5246.340332
	Iteration 66Q: 3 clusters Score -3594031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3594042.250000 Penalty: 5246.340332
	Iteration 67Q: 3 clusters Score -3594042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3594049.250000 Penalty: 5246.340332
	Iteration 68Q: 3 clusters Score -3594049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3594054.000000 Penalty: 5246.340332
	Iteration 69Q: 3 clusters Score -3594054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3594063.500000 Penalty: 5246.340332
	Iteration 70Q: 3 clusters Score -3594064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3594065.750000 Penalty: 5246.340332
	Iteration 71Q: 3 clusters Score -3594066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3594070.750000 Penalty: 5246.340332
	Iteration 72Q: 3 clusters Score -3594071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3594071.750000 Penalty: 5246.340332
	Iteration 73Q: 3 clusters Score -3594072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3594073.000000 Penalty: 5246.340332
	Iteration 74Q: 3 clusters Score -3594073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3594078.250000 Penalty: 5246.340332
	Iteration 75Q: 3 clusters Score -3594078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3594076.750000 Penalty: 5246.340332
	Iteration 76Q: 3 clusters Score -3594077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3594076.000000 Penalty: 5246.340332
	Iteration 77Q: 3 clusters Score -3594076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3594075.750000 Penalty: 5246.340332
	Iteration 78Q: 3 clusters Score -3594076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3594075.750000 Penalty: 5246.340332
	Iteration 79F: 3 clusters Score -3594076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (228024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228024 members 
Entering Unmasked Estep 
Score: -22956414.000000 Penalty: 3059.626953
	Iteration 0F: 2 clusters Score -2.295641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113845 members 
Mstep: Class 2 contains 114179 members 
Entering Unmasked Estep 
Score: -22806742.000000 Penalty: 6119.253906
	Iteration 0F: 3 clusters Score -2.280674e+07 nChanged 109928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113563 members 
Mstep: Class 2 contains 114461 members 
Entering Unmasked Estep 
Score: -22870450.000000 Penalty: 6119.253906
	Iteration 1F: 3 clusters Score -2.287045e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113152 members 
Mstep: Class 2 contains 114872 members 
Entering Unmasked Estep 
Score: -22871414.000000 Penalty: 6119.253906
	Iteration 2Q: 3 clusters Score -2.287141e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112602 members 
Mstep: Class 2 contains 115422 members 
Entering Unmasked Estep 
Score: -22872582.000000 Penalty: 6119.253906
	Iteration 3Q: 3 clusters Score -2.287258e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111799 members 
Mstep: Class 2 contains 116225 members 
Entering Unmasked Estep 
Score: -22874112.000000 Penalty: 6119.253906
	Iteration 4Q: 3 clusters Score -2.287411e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110629 members 
Mstep: Class 2 contains 117395 members 
Entering Unmasked Estep 
Score: -22875984.000000 Penalty: 6119.253906
	Iteration 5Q: 3 clusters Score -2.287598e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109040 members 
Mstep: Class 2 contains 118984 members 
Entering Unmasked Estep 
Score: -22878024.000000 Penalty: 6119.253906
	Iteration 6Q: 3 clusters Score -2.287802e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106855 members 
Mstep: Class 2 contains 121169 members 
Entering Unmasked Estep 
Score: -22880842.000000 Penalty: 6119.253906
	Iteration 7Q: 3 clusters Score -2.288084e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103794 members 
Mstep: Class 2 contains 124230 members 
Entering Unmasked Estep 
Score: -22884084.000000 Penalty: 6119.253906
	Iteration 8Q: 3 clusters Score -2.288408e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99500 members 
Mstep: Class 2 contains 128524 members 
Entering Unmasked Estep 
Score: -22888434.000000 Penalty: 6119.253906
	Iteration 9Q: 3 clusters Score -2.288843e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 134271 members 
Entering Unmasked Estep 
Score: -22893594.000000 Penalty: 6119.253906
	Iteration 10Q: 3 clusters Score -2.289359e+07 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 141458 members 
Entering Unmasked Estep 
Score: -22899874.000000 Penalty: 6119.253906
	Iteration 11F: 3 clusters Score -2.289987e+07 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78271 members 
Mstep: Class 2 contains 149753 members 
Entering Unmasked Estep 
Score: -22906874.000000 Penalty: 6119.253906
	Iteration 12F: 3 clusters Score -2.290687e+07 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 158280 members 
Entering Unmasked Estep 
Score: -22913796.000000 Penalty: 6119.253906
	Iteration 13F: 3 clusters Score -2.29138e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 166143 members 
Entering Unmasked Estep 
Score: -22920160.000000 Penalty: 6119.253906
	Iteration 14Q: 3 clusters Score -2.292016e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 173109 members 
Entering Unmasked Estep 
Score: -22925164.000000 Penalty: 6119.253906
	Iteration 15Q: 3 clusters Score -2.292516e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 179020 members 
Entering Unmasked Estep 
Score: -22928902.000000 Penalty: 6119.253906
	Iteration 16Q: 3 clusters Score -2.29289e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 184238 members 
Entering Unmasked Estep 
Score: -22931748.000000 Penalty: 6119.253906
	Iteration 17Q: 3 clusters Score -2.293175e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 188996 members 
Entering Unmasked Estep 
Score: -22934372.000000 Penalty: 6119.253906
	Iteration 18Q: 3 clusters Score -2.293437e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 193524 members 
Entering Unmasked Estep 
Score: -22936582.000000 Penalty: 6119.253906
	Iteration 19Q: 3 clusters Score -2.293658e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 197812 members 
Entering Unmasked Estep 
Score: -22938724.000000 Penalty: 6119.253906
	Iteration 20F: 3 clusters Score -2.293872e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 201812 members 
Entering Unmasked Estep 
Score: -22940798.000000 Penalty: 6119.253906
	Iteration 21Q: 3 clusters Score -2.29408e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 205502 members 
Entering Unmasked Estep 
Score: -22942672.000000 Penalty: 6119.253906
	Iteration 22Q: 3 clusters Score -2.294267e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 208904 members 
Entering Unmasked Estep 
Score: -22944616.000000 Penalty: 6119.253906
	Iteration 23Q: 3 clusters Score -2.294462e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 211917 members 
Entering Unmasked Estep 
Score: -22946216.000000 Penalty: 6119.253906
	Iteration 24Q: 3 clusters Score -2.294622e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 214498 members 
Entering Unmasked Estep 
Score: -22947526.000000 Penalty: 6119.253906
	Iteration 25Q: 3 clusters Score -2.294753e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 216802 members 
Entering Unmasked Estep 
Score: -22948630.000000 Penalty: 6119.253906
	Iteration 26Q: 3 clusters Score -2.294863e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 218702 members 
Entering Unmasked Estep 
Score: -22949536.000000 Penalty: 6119.253906
	Iteration 27Q: 3 clusters Score -2.294954e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 220373 members 
Entering Unmasked Estep 
Score: -22950350.000000 Penalty: 6119.253906
	Iteration 28Q: 3 clusters Score -2.295035e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 221777 members 
Entering Unmasked Estep 
Score: -22951142.000000 Penalty: 6119.253906
	Iteration 29Q: 3 clusters Score -2.295114e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 222976 members 
Entering Unmasked Estep 
Score: -22951642.000000 Penalty: 6119.253906
	Iteration 30Q: 3 clusters Score -2.295164e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 223937 members 
Entering Unmasked Estep 
Score: -22952104.000000 Penalty: 6119.253906
	Iteration 31Q: 3 clusters Score -2.29521e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 224709 members 
Entering Unmasked Estep 
Score: -22952486.000000 Penalty: 6119.253906
	Iteration 32Q: 3 clusters Score -2.295249e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 225328 members 
Entering Unmasked Estep 
Score: -22952806.000000 Penalty: 6119.253906
	Iteration 33Q: 3 clusters Score -2.295281e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 225817 members 
Entering Unmasked Estep 
Score: -22952912.000000 Penalty: 6119.253906
	Iteration 34Q: 3 clusters Score -2.295291e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 226188 members 
Entering Unmasked Estep 
Score: -22953154.000000 Penalty: 6119.253906
	Iteration 35Q: 3 clusters Score -2.295315e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 226511 members 
Entering Unmasked Estep 
Score: -22953296.000000 Penalty: 6119.253906
	Iteration 36Q: 3 clusters Score -2.29533e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 226736 members 
Entering Unmasked Estep 
Score: -22953460.000000 Penalty: 6119.253906
	Iteration 37Q: 3 clusters Score -2.295346e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 226893 members 
Entering Unmasked Estep 
Score: -22953542.000000 Penalty: 6119.253906
	Iteration 38Q: 3 clusters Score -2.295354e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 227011 members 
Entering Unmasked Estep 
Score: -22953610.000000 Penalty: 6119.253906
	Iteration 39Q: 3 clusters Score -2.295361e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 227107 members 
Entering Unmasked Estep 
Score: -22953668.000000 Penalty: 6119.253906
	Iteration 40F: 3 clusters Score -2.295367e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 227168 members 
Entering Unmasked Estep 
Score: -22953682.000000 Penalty: 6119.253906
	Iteration 41Q: 3 clusters Score -2.295368e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 227223 members 
Entering Unmasked Estep 
Score: -22953720.000000 Penalty: 6119.253906
	Iteration 42Q: 3 clusters Score -2.295372e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 227264 members 
Entering Unmasked Estep 
Score: -22953728.000000 Penalty: 6119.253906
	Iteration 43Q: 3 clusters Score -2.295373e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 227289 members 
Entering Unmasked Estep 
Score: -22953746.000000 Penalty: 6119.253906
	Iteration 44Q: 3 clusters Score -2.295375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 227306 members 
Entering Unmasked Estep 
Score: -22953746.000000 Penalty: 6119.253906
	Iteration 45Q: 3 clusters Score -2.295375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 227322 members 
Entering Unmasked Estep 
Score: -22953742.000000 Penalty: 6119.253906
	Iteration 46Q: 3 clusters Score -2.295374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 227330 members 
Entering Unmasked Estep 
Score: -22953748.000000 Penalty: 6119.253906
	Iteration 47Q: 3 clusters Score -2.295375e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 227337 members 
Entering Unmasked Estep 
Score: -22953758.000000 Penalty: 6119.253906
	Iteration 48Q: 3 clusters Score -2.295376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 227347 members 
Entering Unmasked Estep 
Score: -22953748.000000 Penalty: 6119.253906
	Iteration 49Q: 3 clusters Score -2.295375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 227352 members 
Entering Unmasked Estep 
Score: -22953732.000000 Penalty: 6119.253906
	Iteration 50Q: 3 clusters Score -2.295373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 227353 members 
Entering Unmasked Estep 
Score: -22953730.000000 Penalty: 6119.253906
	Iteration 51Q: 3 clusters Score -2.295373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 227355 members 
Entering Unmasked Estep 
Score: -22953746.000000 Penalty: 6119.253906
	Iteration 52Q: 3 clusters Score -2.295375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 227357 members 
Entering Unmasked Estep 
Score: -22953736.000000 Penalty: 6119.253906
	Iteration 53Q: 3 clusters Score -2.295374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 227361 members 
Entering Unmasked Estep 
Score: -22953748.000000 Penalty: 6119.253906
	Iteration 54Q: 3 clusters Score -2.295375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 227368 members 
Entering Unmasked Estep 
Score: -22953740.000000 Penalty: 6119.253906
	Iteration 55Q: 3 clusters Score -2.295374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 227373 members 
Entering Unmasked Estep 
Score: -22953744.000000 Penalty: 6119.253906
	Iteration 56Q: 3 clusters Score -2.295374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 227375 members 
Entering Unmasked Estep 
Score: -22953750.000000 Penalty: 6119.253906
	Iteration 57Q: 3 clusters Score -2.295375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 227376 members 
Entering Unmasked Estep 
Score: -22953748.000000 Penalty: 6119.253906
	Iteration 58Q: 3 clusters Score -2.295375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 227378 members 
Entering Unmasked Estep 
Score: -22953738.000000 Penalty: 6119.253906
	Iteration 59Q: 3 clusters Score -2.295374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 227381 members 
Entering Unmasked Estep 
Score: -22953754.000000 Penalty: 6119.253906
	Iteration 60F: 3 clusters Score -2.295375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 227385 members 
Entering Unmasked Estep 
Score: -22953732.000000 Penalty: 6119.253906
	Iteration 61Q: 3 clusters Score -2.295373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 227385 members 
Entering Unmasked Estep 
Score: -22953748.000000 Penalty: 6119.253906
	Iteration 62Q: 3 clusters Score -2.295375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 227386 members 
Entering Unmasked Estep 
Score: -22953752.000000 Penalty: 6119.253906
	Iteration 63Q: 3 clusters Score -2.295375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 227386 members 
Entering Unmasked Estep 
Score: -22953752.000000 Penalty: 6119.253906
	Iteration 64F: 3 clusters Score -2.295375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Entering Unmasked Estep 
Score: -1620217.750000 Penalty: 2411.166504
	Iteration 0F: 2 clusters Score -1620218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1608432.000000 Penalty: 4822.333008
	Iteration 0F: 3 clusters Score -1608432 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1612222.375000 Penalty: 4822.333008
	Iteration 1F: 3 clusters Score -1612222 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1612688.250000 Penalty: 4822.333008
	Iteration 2F: 3 clusters Score -1612688 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1613111.375000 Penalty: 4822.333008
	Iteration 3F: 3 clusters Score -1613111 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1613522.750000 Penalty: 4822.333008
	Iteration 4F: 3 clusters Score -1613523 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1614017.625000 Penalty: 4822.333008
	Iteration 5F: 3 clusters Score -1614018 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1614614.000000 Penalty: 4822.333008
	Iteration 6F: 3 clusters Score -1614614 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1615310.875000 Penalty: 4822.333008
	Iteration 7F: 3 clusters Score -1615311 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1615990.000000 Penalty: 4822.333008
	Iteration 8F: 3 clusters Score -1615990 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1616498.000000 Penalty: 4822.333008
	Iteration 9Q: 3 clusters Score -1616498 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1616893.125000 Penalty: 4822.333008
	Iteration 10Q: 3 clusters Score -1616893 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1617185.750000 Penalty: 4822.333008
	Iteration 11Q: 3 clusters Score -1617186 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1617391.125000 Penalty: 4822.333008
	Iteration 12Q: 3 clusters Score -1617391 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1617529.750000 Penalty: 4822.333008
	Iteration 13Q: 3 clusters Score -1617530 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1617633.000000 Penalty: 4822.333008
	Iteration 14Q: 3 clusters Score -1617633 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1617716.375000 Penalty: 4822.333008
	Iteration 15Q: 3 clusters Score -1617716 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1617782.875000 Penalty: 4822.333008
	Iteration 16Q: 3 clusters Score -1617783 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1617831.000000 Penalty: 4822.333008
	Iteration 17Q: 3 clusters Score -1617831 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1617864.125000 Penalty: 4822.333008
	Iteration 18Q: 3 clusters Score -1617864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1617901.625000 Penalty: 4822.333008
	Iteration 19Q: 3 clusters Score -1617902 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1617942.375000 Penalty: 4822.333008
	Iteration 20F: 3 clusters Score -1617942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1617972.375000 Penalty: 4822.333008
	Iteration 21Q: 3 clusters Score -1617972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1618009.625000 Penalty: 4822.333008
	Iteration 22Q: 3 clusters Score -1618010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1618022.625000 Penalty: 4822.333008
	Iteration 23Q: 3 clusters Score -1618023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1618049.750000 Penalty: 4822.333008
	Iteration 24Q: 3 clusters Score -1618050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1618062.125000 Penalty: 4822.333008
	Iteration 25Q: 3 clusters Score -1618062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1618077.750000 Penalty: 4822.333008
	Iteration 26Q: 3 clusters Score -1618078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1618100.375000 Penalty: 4822.333008
	Iteration 27Q: 3 clusters Score -1618100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1618120.625000 Penalty: 4822.333008
	Iteration 28Q: 3 clusters Score -1618121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1618129.875000 Penalty: 4822.333008
	Iteration 29Q: 3 clusters Score -1618130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1618146.375000 Penalty: 4822.333008
	Iteration 30Q: 3 clusters Score -1618146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1618155.500000 Penalty: 4822.333008
	Iteration 31Q: 3 clusters Score -1618156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1618155.375000 Penalty: 4822.333008
	Iteration 32Q: 3 clusters Score -1618155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1618160.750000 Penalty: 4822.333008
	Iteration 33Q: 3 clusters Score -1618161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1618169.375000 Penalty: 4822.333008
	Iteration 34Q: 3 clusters Score -1618169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1618169.625000 Penalty: 4822.333008
	Iteration 35Q: 3 clusters Score -1618170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1618170.750000 Penalty: 4822.333008
	Iteration 36Q: 3 clusters Score -1618171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1618170.000000 Penalty: 4822.333008
	Iteration 37Q: 3 clusters Score -1618170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1618172.750000 Penalty: 4822.333008
	Iteration 38Q: 3 clusters Score -1618173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1618171.250000 Penalty: 4822.333008
	Iteration 39Q: 3 clusters Score -1618171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1618169.500000 Penalty: 4822.333008
	Iteration 40F: 3 clusters Score -1618170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1618175.875000 Penalty: 4822.333008
	Iteration 41Q: 3 clusters Score -1618176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1618178.375000 Penalty: 4822.333008
	Iteration 42Q: 3 clusters Score -1618178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1618180.125000 Penalty: 4822.333008
	Iteration 43Q: 3 clusters Score -1618180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1618181.000000 Penalty: 4822.333008
	Iteration 44Q: 3 clusters Score -1618181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1618181.000000 Penalty: 4822.333008
	Iteration 45F: 3 clusters Score -1618181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Entering Unmasked Estep 
Score: -3095096.750000 Penalty: 2570.540039
	Iteration 0F: 2 clusters Score -3095097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3073291.000000 Penalty: 5141.080078
	Iteration 0F: 3 clusters Score -3073291 nChanged 14379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3081184.000000 Penalty: 5141.080078
	Iteration 1F: 3 clusters Score -3081184 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3081821.250000 Penalty: 5141.080078
	Iteration 2F: 3 clusters Score -3081821 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3082546.250000 Penalty: 5141.080078
	Iteration 3F: 3 clusters Score -3082546 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3083461.500000 Penalty: 5141.080078
	Iteration 4F: 3 clusters Score -3083462 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3084653.500000 Penalty: 5141.080078
	Iteration 5F: 3 clusters Score -3084654 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3085996.250000 Penalty: 5141.080078
	Iteration 6F: 3 clusters Score -3085996 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3087512.250000 Penalty: 5141.080078
	Iteration 7F: 3 clusters Score -3087512 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3088959.500000 Penalty: 5141.080078
	Iteration 8F: 3 clusters Score -3088960 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3090234.500000 Penalty: 5141.080078
	Iteration 9F: 3 clusters Score -3090234 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3091250.250000 Penalty: 5141.080078
	Iteration 10Q: 3 clusters Score -3091250 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -3091936.500000 Penalty: 5141.080078
	Iteration 11Q: 3 clusters Score -3091936 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -3092455.000000 Penalty: 5141.080078
	Iteration 12Q: 3 clusters Score -3092455 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -3092802.250000 Penalty: 5141.080078
	Iteration 13Q: 3 clusters Score -3092802 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -3093030.500000 Penalty: 5141.080078
	Iteration 14Q: 3 clusters Score -3093030 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -3093189.250000 Penalty: 5141.080078
	Iteration 15Q: 3 clusters Score -3093189 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -3093287.750000 Penalty: 5141.080078
	Iteration 16Q: 3 clusters Score -3093288 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -3093367.250000 Penalty: 5141.080078
	Iteration 17Q: 3 clusters Score -3093367 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3093405.750000 Penalty: 5141.080078
	Iteration 18Q: 3 clusters Score -3093406 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -3093449.000000 Penalty: 5141.080078
	Iteration 19Q: 3 clusters Score -3093449 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -3093486.750000 Penalty: 5141.080078
	Iteration 20F: 3 clusters Score -3093487 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -3093517.500000 Penalty: 5141.080078
	Iteration 21Q: 3 clusters Score -3093518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -3093528.500000 Penalty: 5141.080078
	Iteration 22Q: 3 clusters Score -3093528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -3093543.500000 Penalty: 5141.080078
	Iteration 23Q: 3 clusters Score -3093544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -3093563.750000 Penalty: 5141.080078
	Iteration 24Q: 3 clusters Score -3093564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -3093571.000000 Penalty: 5141.080078
	Iteration 25Q: 3 clusters Score -3093571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -3093584.000000 Penalty: 5141.080078
	Iteration 26Q: 3 clusters Score -3093584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -3093594.750000 Penalty: 5141.080078
	Iteration 27Q: 3 clusters Score -3093595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -3093599.250000 Penalty: 5141.080078
	Iteration 28Q: 3 clusters Score -3093599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -3093610.000000 Penalty: 5141.080078
	Iteration 29Q: 3 clusters Score -3093610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -3093624.250000 Penalty: 5141.080078
	Iteration 30Q: 3 clusters Score -3093624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -3093632.750000 Penalty: 5141.080078
	Iteration 31Q: 3 clusters Score -3093633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -3093643.000000 Penalty: 5141.080078
	Iteration 32Q: 3 clusters Score -3093643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -3093663.000000 Penalty: 5141.080078
	Iteration 33Q: 3 clusters Score -3093663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -3093676.500000 Penalty: 5141.080078
	Iteration 34Q: 3 clusters Score -3093676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -3093689.250000 Penalty: 5141.080078
	Iteration 35Q: 3 clusters Score -3093689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -3093699.000000 Penalty: 5141.080078
	Iteration 36Q: 3 clusters Score -3093699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -3093705.750000 Penalty: 5141.080078
	Iteration 37Q: 3 clusters Score -3093706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -3093711.000000 Penalty: 5141.080078
	Iteration 38Q: 3 clusters Score -3093711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -3093717.500000 Penalty: 5141.080078
	Iteration 39Q: 3 clusters Score -3093718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -3093726.000000 Penalty: 5141.080078
	Iteration 40F: 3 clusters Score -3093726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -3093735.750000 Penalty: 5141.080078
	Iteration 41Q: 3 clusters Score -3093736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -3093737.000000 Penalty: 5141.080078
	Iteration 42Q: 3 clusters Score -3093737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -3093742.250000 Penalty: 5141.080078
	Iteration 43Q: 3 clusters Score -3093742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -3093748.500000 Penalty: 5141.080078
	Iteration 44Q: 3 clusters Score -3093748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -3093756.250000 Penalty: 5141.080078
	Iteration 45Q: 3 clusters Score -3093756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -3093764.500000 Penalty: 5141.080078
	Iteration 46Q: 3 clusters Score -3093764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -3093770.750000 Penalty: 5141.080078
	Iteration 47Q: 3 clusters Score -3093771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -3093776.750000 Penalty: 5141.080078
	Iteration 48Q: 3 clusters Score -3093777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -3093777.250000 Penalty: 5141.080078
	Iteration 49Q: 3 clusters Score -3093777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -3093781.750000 Penalty: 5141.080078
	Iteration 50Q: 3 clusters Score -3093782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -3093784.500000 Penalty: 5141.080078
	Iteration 51Q: 3 clusters Score -3093784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -3093785.000000 Penalty: 5141.080078
	Iteration 52Q: 3 clusters Score -3093785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -3093786.500000 Penalty: 5141.080078
	Iteration 53Q: 3 clusters Score -3093786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -3093785.250000 Penalty: 5141.080078
	Iteration 54Q: 3 clusters Score -3093785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -3093794.250000 Penalty: 5141.080078
	Iteration 55Q: 3 clusters Score -3093794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -3093791.250000 Penalty: 5141.080078
	Iteration 56Q: 3 clusters Score -3093791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3093792.750000 Penalty: 5141.080078
	Iteration 57Q: 3 clusters Score -3093793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -3093793.250000 Penalty: 5141.080078
	Iteration 58Q: 3 clusters Score -3093793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -3093796.000000 Penalty: 5141.080078
	Iteration 59Q: 3 clusters Score -3093796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -3093798.500000 Penalty: 5141.080078
	Iteration 60F: 3 clusters Score -3093798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -3093797.000000 Penalty: 5141.080078
	Iteration 61Q: 3 clusters Score -3093797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -3093795.000000 Penalty: 5141.080078
	Iteration 62Q: 3 clusters Score -3093795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -3093797.500000 Penalty: 5141.080078
	Iteration 63Q: 3 clusters Score -3093798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -3093799.000000 Penalty: 5141.080078
	Iteration 64Q: 3 clusters Score -3093799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -3093799.000000 Penalty: 5141.080078
	Iteration 65Q: 3 clusters Score -3093799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -3093801.000000 Penalty: 5141.080078
	Iteration 66Q: 3 clusters Score -3093801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -3093799.750000 Penalty: 5141.080078
	Iteration 67Q: 3 clusters Score -3093800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3093799.500000 Penalty: 5141.080078
	Iteration 68Q: 3 clusters Score -3093800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3093799.500000 Penalty: 5141.080078
	Iteration 69F: 3 clusters Score -3093800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Entering Unmasked Estep 
Score: -2211514.250000 Penalty: 2484.104004
	Iteration 0F: 2 clusters Score -2211514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2195867.750000 Penalty: 4968.208008
	Iteration 0F: 3 clusters Score -2195868 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2201291.250000 Penalty: 4968.208008
	Iteration 1F: 3 clusters Score -2201291 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2201856.250000 Penalty: 4968.208008
	Iteration 2F: 3 clusters Score -2201856 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2202431.250000 Penalty: 4968.208008
	Iteration 3F: 3 clusters Score -2202431 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2203146.000000 Penalty: 4968.208008
	Iteration 4F: 3 clusters Score -2203146 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2203977.750000 Penalty: 4968.208008
	Iteration 5F: 3 clusters Score -2203978 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2204886.750000 Penalty: 4968.208008
	Iteration 6F: 3 clusters Score -2204887 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2205826.000000 Penalty: 4968.208008
	Iteration 7F: 3 clusters Score -2205826 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2206662.000000 Penalty: 4968.208008
	Iteration 8F: 3 clusters Score -2206662 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2207360.000000 Penalty: 4968.208008
	Iteration 9Q: 3 clusters Score -2207360 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2207821.750000 Penalty: 4968.208008
	Iteration 10Q: 3 clusters Score -2207822 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2208149.750000 Penalty: 4968.208008
	Iteration 11Q: 3 clusters Score -2208150 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2208397.750000 Penalty: 4968.208008
	Iteration 12Q: 3 clusters Score -2208398 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2208573.250000 Penalty: 4968.208008
	Iteration 13Q: 3 clusters Score -2208573 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2208694.000000 Penalty: 4968.208008
	Iteration 14Q: 3 clusters Score -2208694 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2208783.750000 Penalty: 4968.208008
	Iteration 15Q: 3 clusters Score -2208784 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2208843.000000 Penalty: 4968.208008
	Iteration 16Q: 3 clusters Score -2208843 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2208914.250000 Penalty: 4968.208008
	Iteration 17Q: 3 clusters Score -2208914 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2208978.750000 Penalty: 4968.208008
	Iteration 18Q: 3 clusters Score -2208979 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2209048.500000 Penalty: 4968.208008
	Iteration 19Q: 3 clusters Score -2209048 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2209133.250000 Penalty: 4968.208008
	Iteration 20F: 3 clusters Score -2209133 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2209235.500000 Penalty: 4968.208008
	Iteration 21Q: 3 clusters Score -2209236 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2209334.250000 Penalty: 4968.208008
	Iteration 22Q: 3 clusters Score -2209334 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2209430.500000 Penalty: 4968.208008
	Iteration 23Q: 3 clusters Score -2209430 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2209528.750000 Penalty: 4968.208008
	Iteration 24Q: 3 clusters Score -2209529 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2209633.500000 Penalty: 4968.208008
	Iteration 25Q: 3 clusters Score -2209634 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2209723.000000 Penalty: 4968.208008
	Iteration 26Q: 3 clusters Score -2209723 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2209800.000000 Penalty: 4968.208008
	Iteration 27Q: 3 clusters Score -2209800 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2209843.750000 Penalty: 4968.208008
	Iteration 28Q: 3 clusters Score -2209844 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2209878.750000 Penalty: 4968.208008
	Iteration 29Q: 3 clusters Score -2209879 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2209913.000000 Penalty: 4968.208008
	Iteration 30Q: 3 clusters Score -2209913 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2209943.500000 Penalty: 4968.208008
	Iteration 31Q: 3 clusters Score -2209944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2209969.000000 Penalty: 4968.208008
	Iteration 32Q: 3 clusters Score -2209969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2209980.500000 Penalty: 4968.208008
	Iteration 33Q: 3 clusters Score -2209980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2209988.750000 Penalty: 4968.208008
	Iteration 34Q: 3 clusters Score -2209989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2209996.750000 Penalty: 4968.208008
	Iteration 35Q: 3 clusters Score -2209997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2210009.500000 Penalty: 4968.208008
	Iteration 36Q: 3 clusters Score -2210010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2210017.500000 Penalty: 4968.208008
	Iteration 37Q: 3 clusters Score -2210018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2210023.750000 Penalty: 4968.208008
	Iteration 38Q: 3 clusters Score -2210024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2210031.000000 Penalty: 4968.208008
	Iteration 39Q: 3 clusters Score -2210031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2210037.500000 Penalty: 4968.208008
	Iteration 40F: 3 clusters Score -2210038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2210038.250000 Penalty: 4968.208008
	Iteration 41Q: 3 clusters Score -2210038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2210041.000000 Penalty: 4968.208008
	Iteration 42Q: 3 clusters Score -2210041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2210045.000000 Penalty: 4968.208008
	Iteration 43Q: 3 clusters Score -2210045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2210044.250000 Penalty: 4968.208008
	Iteration 44Q: 3 clusters Score -2210044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2210047.500000 Penalty: 4968.208008
	Iteration 45Q: 3 clusters Score -2210048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2210054.500000 Penalty: 4968.208008
	Iteration 46Q: 3 clusters Score -2210054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2210052.750000 Penalty: 4968.208008
	Iteration 47Q: 3 clusters Score -2210053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2210055.750000 Penalty: 4968.208008
	Iteration 48Q: 3 clusters Score -2210056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2210057.000000 Penalty: 4968.208008
	Iteration 49Q: 3 clusters Score -2210057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2210054.250000 Penalty: 4968.208008
	Iteration 50Q: 3 clusters Score -2210054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2210054.250000 Penalty: 4968.208008
	Iteration 51F: 3 clusters Score -2210054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Entering Unmasked Estep 
Score: -787980.187500 Penalty: 2225.862305
	Iteration 0F: 2 clusters Score -787980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -781645.375000 Penalty: 4451.724609
	Iteration 0F: 3 clusters Score -781645.4 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -783452.812500 Penalty: 4451.724609
	Iteration 1F: 3 clusters Score -783452.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -783769.625000 Penalty: 4451.724609
	Iteration 2F: 3 clusters Score -783769.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -784025.000000 Penalty: 4451.724609
	Iteration 3F: 3 clusters Score -784025 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -784256.187500 Penalty: 4451.724609
	Iteration 4Q: 3 clusters Score -784256.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -784469.937500 Penalty: 4451.724609
	Iteration 5Q: 3 clusters Score -784469.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -784685.750000 Penalty: 4451.724609
	Iteration 6Q: 3 clusters Score -784685.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -784875.250000 Penalty: 4451.724609
	Iteration 7Q: 3 clusters Score -784875.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -785057.625000 Penalty: 4451.724609
	Iteration 8Q: 3 clusters Score -785057.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -785231.687500 Penalty: 4451.724609
	Iteration 9Q: 3 clusters Score -785231.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -785382.500000 Penalty: 4451.724609
	Iteration 10Q: 3 clusters Score -785382.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -785503.875000 Penalty: 4451.724609
	Iteration 11Q: 3 clusters Score -785503.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -785594.750000 Penalty: 4451.724609
	Iteration 12Q: 3 clusters Score -785594.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -785659.625000 Penalty: 4451.724609
	Iteration 13Q: 3 clusters Score -785659.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -785706.562500 Penalty: 4451.724609
	Iteration 14Q: 3 clusters Score -785706.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -785748.125000 Penalty: 4451.724609
	Iteration 15Q: 3 clusters Score -785748.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -785788.625000 Penalty: 4451.724609
	Iteration 16Q: 3 clusters Score -785788.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -785826.187500 Penalty: 4451.724609
	Iteration 17Q: 3 clusters Score -785826.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -785857.812500 Penalty: 4451.724609
	Iteration 18Q: 3 clusters Score -785857.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -785885.937500 Penalty: 4451.724609
	Iteration 19Q: 3 clusters Score -785885.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -785911.812500 Penalty: 4451.724609
	Iteration 20F: 3 clusters Score -785911.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -785936.750000 Penalty: 4451.724609
	Iteration 21Q: 3 clusters Score -785936.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -785958.125000 Penalty: 4451.724609
	Iteration 22Q: 3 clusters Score -785958.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -785977.937500 Penalty: 4451.724609
	Iteration 23Q: 3 clusters Score -785977.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -785991.062500 Penalty: 4451.724609
	Iteration 24Q: 3 clusters Score -785991.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -786002.562500 Penalty: 4451.724609
	Iteration 25Q: 3 clusters Score -786002.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -786015.062500 Penalty: 4451.724609
	Iteration 26Q: 3 clusters Score -786015.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -786030.437500 Penalty: 4451.724609
	Iteration 27Q: 3 clusters Score -786030.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -786045.437500 Penalty: 4451.724609
	Iteration 28Q: 3 clusters Score -786045.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -786061.812500 Penalty: 4451.724609
	Iteration 29Q: 3 clusters Score -786061.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -786075.562500 Penalty: 4451.724609
	Iteration 30Q: 3 clusters Score -786075.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -786085.937500 Penalty: 4451.724609
	Iteration 31Q: 3 clusters Score -786085.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -786094.500000 Penalty: 4451.724609
	Iteration 32Q: 3 clusters Score -786094.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -786106.375000 Penalty: 4451.724609
	Iteration 33Q: 3 clusters Score -786106.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -786118.062500 Penalty: 4451.724609
	Iteration 34Q: 3 clusters Score -786118.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -786129.687500 Penalty: 4451.724609
	Iteration 35Q: 3 clusters Score -786129.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -786139.687500 Penalty: 4451.724609
	Iteration 36Q: 3 clusters Score -786139.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -786144.937500 Penalty: 4451.724609
	Iteration 37Q: 3 clusters Score -786144.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -786148.312500 Penalty: 4451.724609
	Iteration 38Q: 3 clusters Score -786148.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -786152.500000 Penalty: 4451.724609
	Iteration 39Q: 3 clusters Score -786152.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -786160.187500 Penalty: 4451.724609
	Iteration 40F: 3 clusters Score -786160.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -786164.750000 Penalty: 4451.724609
	Iteration 41Q: 3 clusters Score -786164.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -786169.562500 Penalty: 4451.724609
	Iteration 42Q: 3 clusters Score -786169.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -786177.062500 Penalty: 4451.724609
	Iteration 43Q: 3 clusters Score -786177.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -786182.312500 Penalty: 4451.724609
	Iteration 44Q: 3 clusters Score -786182.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -786189.937500 Penalty: 4451.724609
	Iteration 45Q: 3 clusters Score -786189.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -786199.187500 Penalty: 4451.724609
	Iteration 46Q: 3 clusters Score -786199.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -786206.687500 Penalty: 4451.724609
	Iteration 47Q: 3 clusters Score -786206.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -786214.000000 Penalty: 4451.724609
	Iteration 48Q: 3 clusters Score -786214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -786219.062500 Penalty: 4451.724609
	Iteration 49Q: 3 clusters Score -786219.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -786224.187500 Penalty: 4451.724609
	Iteration 50Q: 3 clusters Score -786224.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -786228.937500 Penalty: 4451.724609
	Iteration 51Q: 3 clusters Score -786228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -786231.937500 Penalty: 4451.724609
	Iteration 52Q: 3 clusters Score -786231.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -786238.125000 Penalty: 4451.724609
	Iteration 53Q: 3 clusters Score -786238.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -786237.750000 Penalty: 4451.724609
	Iteration 54Q: 3 clusters Score -786237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -786239.500000 Penalty: 4451.724609
	Iteration 55Q: 3 clusters Score -786239.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -786241.937500 Penalty: 4451.724609
	Iteration 56Q: 3 clusters Score -786241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -786240.937500 Penalty: 4451.724609
	Iteration 57Q: 3 clusters Score -786240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -786242.187500 Penalty: 4451.724609
	Iteration 58Q: 3 clusters Score -786242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -786243.875000 Penalty: 4451.724609
	Iteration 59Q: 3 clusters Score -786243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -786245.250000 Penalty: 4451.724609
	Iteration 60F: 3 clusters Score -786245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -786245.812500 Penalty: 4451.724609
	Iteration 61Q: 3 clusters Score -786245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -786246.812500 Penalty: 4451.724609
	Iteration 62Q: 3 clusters Score -786246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -786247.000000 Penalty: 4451.724609
	Iteration 63Q: 3 clusters Score -786247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -786248.937500 Penalty: 4451.724609
	Iteration 64Q: 3 clusters Score -786248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -786250.875000 Penalty: 4451.724609
	Iteration 65Q: 3 clusters Score -786250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -786248.625000 Penalty: 4451.724609
	Iteration 66Q: 3 clusters Score -786248.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -786250.312500 Penalty: 4451.724609
	Iteration 67Q: 3 clusters Score -786250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -786253.937500 Penalty: 4451.724609
	Iteration 68Q: 3 clusters Score -786253.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -786253.812500 Penalty: 4451.724609
	Iteration 69Q: 3 clusters Score -786253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -786253.312500 Penalty: 4451.724609
	Iteration 70Q: 3 clusters Score -786253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -786253.312500 Penalty: 4451.724609
	Iteration 71F: 3 clusters Score -786253.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Entering Unmasked Estep 
Score: -475974.625000 Penalty: 2140.723389
	Iteration 0F: 2 clusters Score -475974.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -471084.218750 Penalty: 4281.446777
	Iteration 0F: 3 clusters Score -471084.2 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -472501.843750 Penalty: 4281.446777
	Iteration 1F: 3 clusters Score -472501.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -472995.250000 Penalty: 4281.446777
	Iteration 2F: 3 clusters Score -472995.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -473461.812500 Penalty: 4281.446777
	Iteration 3F: 3 clusters Score -473461.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -473863.812500 Penalty: 4281.446777
	Iteration 4F: 3 clusters Score -473863.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -474212.281250 Penalty: 4281.446777
	Iteration 5F: 3 clusters Score -474212.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -474500.500000 Penalty: 4281.446777
	Iteration 6F: 3 clusters Score -474500.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -474699.218750 Penalty: 4281.446777
	Iteration 7Q: 3 clusters Score -474699.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -474860.406250 Penalty: 4281.446777
	Iteration 8Q: 3 clusters Score -474860.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -474999.531250 Penalty: 4281.446777
	Iteration 9Q: 3 clusters Score -474999.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -475123.687500 Penalty: 4281.446777
	Iteration 10Q: 3 clusters Score -475123.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -475202.093750 Penalty: 4281.446777
	Iteration 11Q: 3 clusters Score -475202.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -475268.000000 Penalty: 4281.446777
	Iteration 12Q: 3 clusters Score -475268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -475317.031250 Penalty: 4281.446777
	Iteration 13Q: 3 clusters Score -475317 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -475359.093750 Penalty: 4281.446777
	Iteration 14Q: 3 clusters Score -475359.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -475401.843750 Penalty: 4281.446777
	Iteration 15Q: 3 clusters Score -475401.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -475437.875000 Penalty: 4281.446777
	Iteration 16Q: 3 clusters Score -475437.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -475469.343750 Penalty: 4281.446777
	Iteration 17Q: 3 clusters Score -475469.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -475501.031250 Penalty: 4281.446777
	Iteration 18Q: 3 clusters Score -475501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -475527.687500 Penalty: 4281.446777
	Iteration 19Q: 3 clusters Score -475527.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -475556.875000 Penalty: 4281.446777
	Iteration 20F: 3 clusters Score -475556.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -475590.000000 Penalty: 4281.446777
	Iteration 21Q: 3 clusters Score -475590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -475625.468750 Penalty: 4281.446777
	Iteration 22Q: 3 clusters Score -475625.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -475656.468750 Penalty: 4281.446777
	Iteration 23Q: 3 clusters Score -475656.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -475681.843750 Penalty: 4281.446777
	Iteration 24Q: 3 clusters Score -475681.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -475720.500000 Penalty: 4281.446777
	Iteration 25Q: 3 clusters Score -475720.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -475744.750000 Penalty: 4281.446777
	Iteration 26Q: 3 clusters Score -475744.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -475761.218750 Penalty: 4281.446777
	Iteration 27Q: 3 clusters Score -475761.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -475774.250000 Penalty: 4281.446777
	Iteration 28Q: 3 clusters Score -475774.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -475784.875000 Penalty: 4281.446777
	Iteration 29Q: 3 clusters Score -475784.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -475792.718750 Penalty: 4281.446777
	Iteration 30Q: 3 clusters Score -475792.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -475797.656250 Penalty: 4281.446777
	Iteration 31Q: 3 clusters Score -475797.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -475802.250000 Penalty: 4281.446777
	Iteration 32Q: 3 clusters Score -475802.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -475806.656250 Penalty: 4281.446777
	Iteration 33Q: 3 clusters Score -475806.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -475807.531250 Penalty: 4281.446777
	Iteration 34Q: 3 clusters Score -475807.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -475808.718750 Penalty: 4281.446777
	Iteration 35Q: 3 clusters Score -475808.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -475809.531250 Penalty: 4281.446777
	Iteration 36Q: 3 clusters Score -475809.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -475810.843750 Penalty: 4281.446777
	Iteration 37Q: 3 clusters Score -475810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -475810.937500 Penalty: 4281.446777
	Iteration 38Q: 3 clusters Score -475810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -475810.937500 Penalty: 4281.446777
	Iteration 39F: 3 clusters Score -475810.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Entering Unmasked Estep 
Score: -708517.312500 Penalty: 2205.741943
	Iteration 0F: 2 clusters Score -708517.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -702516.812500 Penalty: 4411.483887
	Iteration 0F: 3 clusters Score -702516.8 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -704120.687500 Penalty: 4411.483887
	Iteration 1F: 3 clusters Score -704120.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -704393.437500 Penalty: 4411.483887
	Iteration 2F: 3 clusters Score -704393.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -704573.312500 Penalty: 4411.483887
	Iteration 3Q: 3 clusters Score -704573.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -704735.250000 Penalty: 4411.483887
	Iteration 4Q: 3 clusters Score -704735.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -704883.562500 Penalty: 4411.483887
	Iteration 5Q: 3 clusters Score -704883.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -705021.250000 Penalty: 4411.483887
	Iteration 6Q: 3 clusters Score -705021.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -705169.875000 Penalty: 4411.483887
	Iteration 7Q: 3 clusters Score -705169.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -705353.125000 Penalty: 4411.483887
	Iteration 8Q: 3 clusters Score -705353.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -705561.062500 Penalty: 4411.483887
	Iteration 9Q: 3 clusters Score -705561.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -705772.500000 Penalty: 4411.483887
	Iteration 10Q: 3 clusters Score -705772.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -705955.000000 Penalty: 4411.483887
	Iteration 11Q: 3 clusters Score -705955 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -706124.000000 Penalty: 4411.483887
	Iteration 12Q: 3 clusters Score -706124 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -706261.812500 Penalty: 4411.483887
	Iteration 13Q: 3 clusters Score -706261.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -706365.250000 Penalty: 4411.483887
	Iteration 14Q: 3 clusters Score -706365.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -706442.062500 Penalty: 4411.483887
	Iteration 15Q: 3 clusters Score -706442.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -706499.937500 Penalty: 4411.483887
	Iteration 16Q: 3 clusters Score -706499.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -706560.000000 Penalty: 4411.483887
	Iteration 17Q: 3 clusters Score -706560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -706598.687500 Penalty: 4411.483887
	Iteration 18Q: 3 clusters Score -706598.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -706628.750000 Penalty: 4411.483887
	Iteration 19Q: 3 clusters Score -706628.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -706651.062500 Penalty: 4411.483887
	Iteration 20F: 3 clusters Score -706651.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -706663.125000 Penalty: 4411.483887
	Iteration 21Q: 3 clusters Score -706663.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -706674.875000 Penalty: 4411.483887
	Iteration 22Q: 3 clusters Score -706674.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -706696.750000 Penalty: 4411.483887
	Iteration 23Q: 3 clusters Score -706696.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -706718.062500 Penalty: 4411.483887
	Iteration 24Q: 3 clusters Score -706718.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -706730.437500 Penalty: 4411.483887
	Iteration 25Q: 3 clusters Score -706730.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -706738.187500 Penalty: 4411.483887
	Iteration 26Q: 3 clusters Score -706738.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -706745.125000 Penalty: 4411.483887
	Iteration 27Q: 3 clusters Score -706745.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -706754.875000 Penalty: 4411.483887
	Iteration 28Q: 3 clusters Score -706754.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -706761.500000 Penalty: 4411.483887
	Iteration 29Q: 3 clusters Score -706761.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -706770.000000 Penalty: 4411.483887
	Iteration 30Q: 3 clusters Score -706770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -706777.625000 Penalty: 4411.483887
	Iteration 31Q: 3 clusters Score -706777.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -706784.875000 Penalty: 4411.483887
	Iteration 32Q: 3 clusters Score -706784.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -706788.312500 Penalty: 4411.483887
	Iteration 33Q: 3 clusters Score -706788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -706791.687500 Penalty: 4411.483887
	Iteration 34Q: 3 clusters Score -706791.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -706794.812500 Penalty: 4411.483887
	Iteration 35Q: 3 clusters Score -706794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -706794.812500 Penalty: 4411.483887
	Iteration 36F: 3 clusters Score -706794.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -330431.281250 Penalty: 2027.326294
	Iteration 0F: 2 clusters Score -330431.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -326851.406250 Penalty: 4054.652588
	Iteration 0F: 3 clusters Score -326851.4 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -327785.906250 Penalty: 4054.652588
	Iteration 1F: 3 clusters Score -327785.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -328178.312500 Penalty: 4054.652588
	Iteration 2F: 3 clusters Score -328178.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -328530.687500 Penalty: 4054.652588
	Iteration 3F: 3 clusters Score -328530.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -328811.187500 Penalty: 4054.652588
	Iteration 4F: 3 clusters Score -328811.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -329081.375000 Penalty: 4054.652588
	Iteration 5F: 3 clusters Score -329081.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -329318.906250 Penalty: 4054.652588
	Iteration 6F: 3 clusters Score -329318.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -329472.750000 Penalty: 4054.652588
	Iteration 7Q: 3 clusters Score -329472.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -329561.625000 Penalty: 4054.652588
	Iteration 8Q: 3 clusters Score -329561.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -329650.625000 Penalty: 4054.652588
	Iteration 9Q: 3 clusters Score -329650.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -329723.312500 Penalty: 4054.652588
	Iteration 10Q: 3 clusters Score -329723.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -329785.687500 Penalty: 4054.652588
	Iteration 11Q: 3 clusters Score -329785.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -329819.593750 Penalty: 4054.652588
	Iteration 12Q: 3 clusters Score -329819.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -329835.531250 Penalty: 4054.652588
	Iteration 13Q: 3 clusters Score -329835.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -329841.406250 Penalty: 4054.652588
	Iteration 14Q: 3 clusters Score -329841.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -329846.968750 Penalty: 4054.652588
	Iteration 15Q: 3 clusters Score -329847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -329854.093750 Penalty: 4054.652588
	Iteration 16Q: 3 clusters Score -329854.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -329871.687500 Penalty: 4054.652588
	Iteration 17Q: 3 clusters Score -329871.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -329893.031250 Penalty: 4054.652588
	Iteration 18Q: 3 clusters Score -329893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -329899.500000 Penalty: 4054.652588
	Iteration 19Q: 3 clusters Score -329899.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -329901.968750 Penalty: 4054.652588
	Iteration 20F: 3 clusters Score -329902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Entering Unmasked Estep 
Score: -749008.687500 Penalty: 2208.651123
	Iteration 0F: 2 clusters Score -749008.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -743027.375000 Penalty: 4417.302246
	Iteration 0F: 3 clusters Score -743027.4 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -744572.437500 Penalty: 4417.302246
	Iteration 1F: 3 clusters Score -744572.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -744859.750000 Penalty: 4417.302246
	Iteration 2F: 3 clusters Score -744859.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -745123.375000 Penalty: 4417.302246
	Iteration 3F: 3 clusters Score -745123.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -745389.312500 Penalty: 4417.302246
	Iteration 4F: 3 clusters Score -745389.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -745651.812500 Penalty: 4417.302246
	Iteration 5F: 3 clusters Score -745651.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -745889.062500 Penalty: 4417.302246
	Iteration 6Q: 3 clusters Score -745889.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -746122.437500 Penalty: 4417.302246
	Iteration 7Q: 3 clusters Score -746122.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -746328.187500 Penalty: 4417.302246
	Iteration 8Q: 3 clusters Score -746328.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -746505.625000 Penalty: 4417.302246
	Iteration 9Q: 3 clusters Score -746505.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -746670.687500 Penalty: 4417.302246
	Iteration 10Q: 3 clusters Score -746670.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -746805.875000 Penalty: 4417.302246
	Iteration 11Q: 3 clusters Score -746805.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -746907.562500 Penalty: 4417.302246
	Iteration 12Q: 3 clusters Score -746907.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -746980.062500 Penalty: 4417.302246
	Iteration 13Q: 3 clusters Score -746980.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -747028.375000 Penalty: 4417.302246
	Iteration 14Q: 3 clusters Score -747028.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -747068.312500 Penalty: 4417.302246
	Iteration 15Q: 3 clusters Score -747068.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -747099.875000 Penalty: 4417.302246
	Iteration 16Q: 3 clusters Score -747099.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -747128.187500 Penalty: 4417.302246
	Iteration 17Q: 3 clusters Score -747128.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -747151.187500 Penalty: 4417.302246
	Iteration 18Q: 3 clusters Score -747151.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -747171.500000 Penalty: 4417.302246
	Iteration 19Q: 3 clusters Score -747171.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -747189.250000 Penalty: 4417.302246
	Iteration 20F: 3 clusters Score -747189.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -747201.750000 Penalty: 4417.302246
	Iteration 21Q: 3 clusters Score -747201.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -747209.625000 Penalty: 4417.302246
	Iteration 22Q: 3 clusters Score -747209.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -747216.812500 Penalty: 4417.302246
	Iteration 23Q: 3 clusters Score -747216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -747224.062500 Penalty: 4417.302246
	Iteration 24Q: 3 clusters Score -747224.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -747229.062500 Penalty: 4417.302246
	Iteration 25Q: 3 clusters Score -747229.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -747230.625000 Penalty: 4417.302246
	Iteration 26Q: 3 clusters Score -747230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -747232.625000 Penalty: 4417.302246
	Iteration 27Q: 3 clusters Score -747232.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -747233.937500 Penalty: 4417.302246
	Iteration 28Q: 3 clusters Score -747233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -747236.875000 Penalty: 4417.302246
	Iteration 29Q: 3 clusters Score -747236.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -747241.937500 Penalty: 4417.302246
	Iteration 30Q: 3 clusters Score -747241.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -747243.250000 Penalty: 4417.302246
	Iteration 31Q: 3 clusters Score -747243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -747243.625000 Penalty: 4417.302246
	Iteration 32Q: 3 clusters Score -747243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -747244.000000 Penalty: 4417.302246
	Iteration 33Q: 3 clusters Score -747244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -747245.125000 Penalty: 4417.302246
	Iteration 34Q: 3 clusters Score -747245.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -747245.125000 Penalty: 4417.302246
	Iteration 35F: 3 clusters Score -747245.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (66660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Entering Unmasked Estep 
Score: -6776441.500000 Penalty: 2754.625244
	Iteration 0F: 2 clusters Score -6776442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -6731837.500000 Penalty: 5509.250488
	Iteration 0F: 3 clusters Score -6731838 nChanged 31014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -6749076.000000 Penalty: 5509.250488
	Iteration 1F: 3 clusters Score -6749076 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -6749932.000000 Penalty: 5509.250488
	Iteration 2Q: 3 clusters Score -6749932 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -6751256.000000 Penalty: 5509.250488
	Iteration 3Q: 3 clusters Score -6751256 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -6753198.500000 Penalty: 5509.250488
	Iteration 4F: 3 clusters Score -6753198 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -6756164.000000 Penalty: 5509.250488
	Iteration 5F: 3 clusters Score -6756164 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -6760139.500000 Penalty: 5509.250488
	Iteration 6F: 3 clusters Score -6760140 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -6764655.000000 Penalty: 5509.250488
	Iteration 7F: 3 clusters Score -6764655 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -6768484.500000 Penalty: 5509.250488
	Iteration 8F: 3 clusters Score -6768484 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -6771084.500000 Penalty: 5509.250488
	Iteration 9Q: 3 clusters Score -6771084 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -6772577.000000 Penalty: 5509.250488
	Iteration 10Q: 3 clusters Score -6772577 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -6773328.500000 Penalty: 5509.250488
	Iteration 11Q: 3 clusters Score -6773328 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 65605 members 
Entering Unmasked Estep 
Score: -6773751.000000 Penalty: 5509.250488
	Iteration 12Q: 3 clusters Score -6773751 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -6773940.000000 Penalty: 5509.250488
	Iteration 13Q: 3 clusters Score -6773940 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 65941 members 
Entering Unmasked Estep 
Score: -6774030.000000 Penalty: 5509.250488
	Iteration 14Q: 3 clusters Score -6774030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -6774072.500000 Penalty: 5509.250488
	Iteration 15Q: 3 clusters Score -6774072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -6774096.000000 Penalty: 5509.250488
	Iteration 16Q: 3 clusters Score -6774096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -6774103.000000 Penalty: 5509.250488
	Iteration 17Q: 3 clusters Score -6774103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -6774121.000000 Penalty: 5509.250488
	Iteration 18Q: 3 clusters Score -6774121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -6774120.000000 Penalty: 5509.250488
	Iteration 19Q: 3 clusters Score -6774120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -6774129.000000 Penalty: 5509.250488
	Iteration 20F: 3 clusters Score -6774129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
Score: -6774137.500000 Penalty: 5509.250488
	Iteration 21Q: 3 clusters Score -6774138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -6774160.500000 Penalty: 5509.250488
	Iteration 22Q: 3 clusters Score -6774160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -6774162.500000 Penalty: 5509.250488
	Iteration 23Q: 3 clusters Score -6774162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -6774163.000000 Penalty: 5509.250488
	Iteration 24Q: 3 clusters Score -6774163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -6774165.000000 Penalty: 5509.250488
	Iteration 25Q: 3 clusters Score -6774165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 66087 members 
Entering Unmasked Estep 
Score: -6774166.500000 Penalty: 5509.250488
	Iteration 26Q: 3 clusters Score -6774166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -6774166.000000 Penalty: 5509.250488
	Iteration 27Q: 3 clusters Score -6774166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -6774171.500000 Penalty: 5509.250488
	Iteration 28Q: 3 clusters Score -6774172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -6774174.500000 Penalty: 5509.250488
	Iteration 29Q: 3 clusters Score -6774174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -6774175.500000 Penalty: 5509.250488
	Iteration 30Q: 3 clusters Score -6774176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -6774175.500000 Penalty: 5509.250488
	Iteration 31F: 3 clusters Score -6774176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287805 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67187 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85799 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16320 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24913 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199234 members 
Mstep: Class 23 contains 39234 members 
Mstep: Class 24 contains 228024 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 319Q: 34 clusters Score -1.571587e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287803 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67187 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85799 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16320 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11182 members 
Mstep: Class 20 contains 24913 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199237 members 
Mstep: Class 23 contains 39234 members 
Mstep: Class 24 contains 228024 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 320F: 34 clusters Score -1.571587e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287802 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67187 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85799 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16320 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11183 members 
Mstep: Class 20 contains 24913 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199239 members 
Mstep: Class 23 contains 39234 members 
Mstep: Class 24 contains 228024 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 321Q: 34 clusters Score -1.571587e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287800 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67186 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85799 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 24913 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199244 members 
Mstep: Class 23 contains 39234 members 
Mstep: Class 24 contains 228023 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 322Q: 34 clusters Score -1.571587e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287798 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67185 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85799 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 24913 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199250 members 
Mstep: Class 23 contains 39234 members 
Mstep: Class 24 contains 228023 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 323Q: 34 clusters Score -1.571587e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287797 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67186 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85798 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 24912 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199256 members 
Mstep: Class 23 contains 39234 members 
Mstep: Class 24 contains 228021 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 324Q: 34 clusters Score -1.571588e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287796 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67186 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85797 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 24913 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199262 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228020 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158688.000000 Penalty: 117006.343750
Iteration 325Q: 34 clusters Score -1.571587e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287795 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67186 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85797 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 24913 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199266 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228018 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 326Q: 34 clusters Score -1.571587e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287795 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67188 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85796 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 24911 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199270 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 228015 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158656.000000 Penalty: 117006.343750
Iteration 327Q: 34 clusters Score -1.571587e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287794 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67191 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85795 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 24908 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199276 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228012 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158672.000000 Penalty: 117006.343750
Iteration 328Q: 34 clusters Score -1.571587e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184627 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287793 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85794 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 24906 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199281 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228011 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158656.000000 Penalty: 117006.343750
Iteration 329Q: 34 clusters Score -1.571587e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184625 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287793 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85794 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 24905 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199284 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228011 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 330Q: 34 clusters Score -1.571587e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184626 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287791 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85794 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 24904 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199288 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228009 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 331Q: 34 clusters Score -1.571587e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184626 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287788 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85794 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24903 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199293 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228009 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 332Q: 34 clusters Score -1.571587e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184625 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287787 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85794 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24900 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199299 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228008 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 333Q: 34 clusters Score -1.571587e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287783 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85794 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44372 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24898 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199309 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228008 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158768.000000 Penalty: 117006.343750
Iteration 334Q: 34 clusters Score -1.571588e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287783 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85794 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44369 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24897 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199317 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228008 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158688.000000 Penalty: 117006.343750
Iteration 335Q: 34 clusters Score -1.571587e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287782 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85794 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44366 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24897 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199328 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228005 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 336Q: 34 clusters Score -1.571587e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287781 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85794 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16318 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44360 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24896 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199340 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228003 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 337Q: 34 clusters Score -1.571587e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287780 members 
Mstep: Class 4 contains 15835 members 
Mstep: Class 5 contains 16507 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85794 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16317 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44353 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24896 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199350 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228002 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 338Q: 34 clusters Score -1.571587e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287779 members 
Mstep: Class 4 contains 15835 members 
Mstep: Class 5 contains 16508 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42844 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85794 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16316 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44350 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24894 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199363 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 228000 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7375 members 
Mstep: Class 33 contains 66632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 339Q: 34 clusters Score -1.571587e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287778 members 
Mstep: Class 4 contains 15835 members 
Mstep: Class 5 contains 16510 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42844 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85790 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16314 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44348 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24891 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199377 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 227998 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7377 members 
Mstep: Class 33 contains 66629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158816.000000 Penalty: 117006.343750
Iteration 340F: 34 clusters Score -1.571588e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287776 members 
Mstep: Class 4 contains 15835 members 
Mstep: Class 5 contains 16511 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42844 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85789 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16311 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44343 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24890 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199391 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 227995 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7377 members 
Mstep: Class 33 contains 66629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158784.000000 Penalty: 117006.343750
Iteration 341Q: 34 clusters Score -1.571588e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184620 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287771 members 
Mstep: Class 4 contains 15835 members 
Mstep: Class 5 contains 16510 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42843 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85786 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16310 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44342 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24890 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199406 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 227991 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7378 members 
Mstep: Class 33 contains 66628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 342Q: 34 clusters Score -1.571587e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287768 members 
Mstep: Class 4 contains 15835 members 
Mstep: Class 5 contains 16510 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42843 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85784 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16309 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44336 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24890 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199419 members 
Mstep: Class 23 contains 39232 members 
Mstep: Class 24 contains 227989 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7380 members 
Mstep: Class 33 contains 66627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158800.000000 Penalty: 117006.343750
Iteration 343Q: 34 clusters Score -1.571588e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287764 members 
Mstep: Class 4 contains 15836 members 
Mstep: Class 5 contains 16510 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42841 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85779 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16309 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 44334 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24889 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199433 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 227989 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158800.000000 Penalty: 117006.343750
Iteration 344Q: 34 clusters Score -1.571588e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287761 members 
Mstep: Class 4 contains 15836 members 
Mstep: Class 5 contains 16510 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42839 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85775 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16309 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97839 members 
Mstep: Class 17 contains 13996 members 
Mstep: Class 18 contains 44330 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24889 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199448 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 227990 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158704.000000 Penalty: 117006.343750
Iteration 345Q: 34 clusters Score -1.571587e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287758 members 
Mstep: Class 4 contains 15836 members 
Mstep: Class 5 contains 16510 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85770 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16309 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97839 members 
Mstep: Class 17 contains 13997 members 
Mstep: Class 18 contains 44329 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24888 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199460 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 227990 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 346Q: 34 clusters Score -1.571588e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287752 members 
Mstep: Class 4 contains 15836 members 
Mstep: Class 5 contains 16510 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85765 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16309 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97839 members 
Mstep: Class 17 contains 13997 members 
Mstep: Class 18 contains 44327 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24887 members 
Mstep: Class 21 contains 15610 members 
Mstep: Class 22 contains 199476 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 227988 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158768.000000 Penalty: 117006.343750
Iteration 347Q: 34 clusters Score -1.571588e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184619 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287746 members 
Mstep: Class 4 contains 15836 members 
Mstep: Class 5 contains 16511 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85761 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 16309 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97839 members 
Mstep: Class 17 contains 13997 members 
Mstep: Class 18 contains 44326 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24885 members 
Mstep: Class 21 contains 15610 members 
Mstep: Class 22 contains 199490 members 
Mstep: Class 23 contains 39233 members 
Mstep: Class 24 contains 227990 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158816.000000 Penalty: 117006.343750
Iteration 348Q: 34 clusters Score -1.571588e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184617 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287741 members 
Mstep: Class 4 contains 15836 members 
Mstep: Class 5 contains 16512 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85753 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 16309 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13997 members 
Mstep: Class 18 contains 44321 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24885 members 
Mstep: Class 21 contains 15610 members 
Mstep: Class 22 contains 199511 members 
Mstep: Class 23 contains 39234 members 
Mstep: Class 24 contains 227993 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158848.000000 Penalty: 117006.343750
Iteration 349Q: 34 clusters Score -1.571588e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184615 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287734 members 
Mstep: Class 4 contains 15836 members 
Mstep: Class 5 contains 16512 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85748 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 16309 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97839 members 
Mstep: Class 17 contains 13997 members 
Mstep: Class 18 contains 44319 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24885 members 
Mstep: Class 21 contains 15610 members 
Mstep: Class 22 contains 199530 members 
Mstep: Class 23 contains 39234 members 
Mstep: Class 24 contains 227991 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22396 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7289 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158816.000000 Penalty: 117006.343750
Iteration 350Q: 34 clusters Score -1.571588e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184612 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287726 members 
Mstep: Class 4 contains 15836 members 
Mstep: Class 5 contains 16512 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85743 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 16309 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97840 members 
Mstep: Class 17 contains 13997 members 
Mstep: Class 18 contains 44315 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 24884 members 
Mstep: Class 21 contains 15610 members 
Mstep: Class 22 contains 199549 members 
Mstep: Class 23 contains 39236 members 
Mstep: Class 24 contains 227989 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7290 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158832.000000 Penalty: 117006.343750
Iteration 351Q: 34 clusters Score -1.571588e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184610 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287716 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16513 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42836 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16852 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85736 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 16309 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 97839 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44312 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 24883 members 
Mstep: Class 21 contains 15610 members 
Mstep: Class 22 contains 199570 members 
Mstep: Class 23 contains 39236 members 
Mstep: Class 24 contains 227992 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158784.000000 Penalty: 117006.343750
Iteration 352Q: 34 clusters Score -1.571588e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184604 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 287710 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16512 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16852 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85728 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 16308 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97840 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44312 members 
Mstep: Class 19 contains 11187 members 
Mstep: Class 20 contains 24881 members 
Mstep: Class 21 contains 15610 members 
Mstep: Class 22 contains 199588 members 
Mstep: Class 23 contains 39238 members 
Mstep: Class 24 contains 227989 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158816.000000 Penalty: 117006.343750
Iteration 353Q: 34 clusters Score -1.571588e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184603 members 
Mstep: Class 2 contains 7001 members 
Mstep: Class 3 contains 287703 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16512 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16852 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85721 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 16307 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97841 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44312 members 
Mstep: Class 19 contains 11189 members 
Mstep: Class 20 contains 24877 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199604 members 
Mstep: Class 23 contains 39239 members 
Mstep: Class 24 contains 227988 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158784.000000 Penalty: 117006.343750
Iteration 354Q: 34 clusters Score -1.571588e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184601 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 287696 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16513 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16852 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85720 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 16307 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97841 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44312 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 24871 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199620 members 
Mstep: Class 23 contains 39239 members 
Mstep: Class 24 contains 227986 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5610 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 355Q: 34 clusters Score -1.571588e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184604 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 287692 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16514 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16852 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85719 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16307 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97840 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44312 members 
Mstep: Class 19 contains 11195 members 
Mstep: Class 20 contains 24865 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199635 members 
Mstep: Class 23 contains 39239 members 
Mstep: Class 24 contains 227980 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5610 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158816.000000 Penalty: 117006.343750
Iteration 356Q: 34 clusters Score -1.571588e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184606 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287685 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16514 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16852 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85712 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16308 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97840 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44312 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 24861 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199648 members 
Mstep: Class 23 contains 39238 members 
Mstep: Class 24 contains 227980 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5610 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158832.000000 Penalty: 117006.343750
Iteration 357Q: 34 clusters Score -1.571588e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184605 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287682 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16514 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16852 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85706 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16309 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97840 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44309 members 
Mstep: Class 19 contains 11202 members 
Mstep: Class 20 contains 24856 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199667 members 
Mstep: Class 23 contains 39237 members 
Mstep: Class 24 contains 227981 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5610 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158832.000000 Penalty: 117006.343750
Iteration 358Q: 34 clusters Score -1.571588e+08 nChanged 32
Entering ConstructFrom: 
Score: -157158832.000000 Penalty: 117006.343750
Entering ConstructFrom: 
Trying to split cluster 1 (184605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184605 members 
Entering Unmasked Estep 
Score: -18566676.000000 Penalty: 3007.241455
	Iteration 0F: 2 clusters Score -1.856668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92408 members 
Mstep: Class 2 contains 92197 members 
Entering Unmasked Estep 
Score: -18443758.000000 Penalty: 6014.482910
	Iteration 0F: 3 clusters Score -1.844376e+07 nChanged 88532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 90853 members 
Entering Unmasked Estep 
Score: -18495792.000000 Penalty: 6014.482910
	Iteration 1F: 3 clusters Score -1.849579e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94506 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -18496832.000000 Penalty: 6014.482910
	Iteration 2Q: 3 clusters Score -1.849683e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95570 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -18497772.000000 Penalty: 6014.482910
	Iteration 3Q: 3 clusters Score -1.849777e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97117 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -18499116.000000 Penalty: 6014.482910
	Iteration 4Q: 3 clusters Score -1.849912e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
Score: -18500706.000000 Penalty: 6014.482910
	Iteration 5Q: 3 clusters Score -1.850071e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 81952 members 
Entering Unmasked Estep 
Score: -18502810.000000 Penalty: 6014.482910
	Iteration 6Q: 3 clusters Score -1.850281e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -18506272.000000 Penalty: 6014.482910
	Iteration 7Q: 3 clusters Score -1.850627e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113712 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
Score: -18511368.000000 Penalty: 6014.482910
	Iteration 8Q: 3 clusters Score -1.851137e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121417 members 
Mstep: Class 2 contains 63188 members 
Entering Unmasked Estep 
Score: -18518282.000000 Penalty: 6014.482910
	Iteration 9F: 3 clusters Score -1.851828e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129660 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -18526056.000000 Penalty: 6014.482910
	Iteration 10F: 3 clusters Score -1.852606e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137182 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -18532916.000000 Penalty: 6014.482910
	Iteration 11F: 3 clusters Score -1.853292e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143670 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -18538220.000000 Penalty: 6014.482910
	Iteration 12Q: 3 clusters Score -1.853822e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149324 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -18542066.000000 Penalty: 6014.482910
	Iteration 13Q: 3 clusters Score -1.854207e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154384 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -18545102.000000 Penalty: 6014.482910
	Iteration 14Q: 3 clusters Score -1.85451e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159085 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -18547708.000000 Penalty: 6014.482910
	Iteration 15Q: 3 clusters Score -1.854771e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163616 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -18550418.000000 Penalty: 6014.482910
	Iteration 16Q: 3 clusters Score -1.855042e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167839 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -18553184.000000 Penalty: 6014.482910
	Iteration 17Q: 3 clusters Score -1.855318e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171633 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -18555610.000000 Penalty: 6014.482910
	Iteration 18Q: 3 clusters Score -1.855561e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174912 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -18557906.000000 Penalty: 6014.482910
	Iteration 19Q: 3 clusters Score -1.855791e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177609 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -18559828.000000 Penalty: 6014.482910
	Iteration 20F: 3 clusters Score -1.855983e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179771 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -18561302.000000 Penalty: 6014.482910
	Iteration 21Q: 3 clusters Score -1.85613e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181306 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -18562362.000000 Penalty: 6014.482910
	Iteration 22Q: 3 clusters Score -1.856236e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182336 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -18563020.000000 Penalty: 6014.482910
	Iteration 23Q: 3 clusters Score -1.856302e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182943 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -18563466.000000 Penalty: 6014.482910
	Iteration 24Q: 3 clusters Score -1.856347e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183312 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -18563668.000000 Penalty: 6014.482910
	Iteration 25Q: 3 clusters Score -1.856367e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183526 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18563842.000000 Penalty: 6014.482910
	Iteration 26Q: 3 clusters Score -1.856384e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183661 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -18563920.000000 Penalty: 6014.482910
	Iteration 27Q: 3 clusters Score -1.856392e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183726 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -18563944.000000 Penalty: 6014.482910
	Iteration 28Q: 3 clusters Score -1.856394e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183779 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -18563990.000000 Penalty: 6014.482910
	Iteration 29Q: 3 clusters Score -1.856399e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183832 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -18564048.000000 Penalty: 6014.482910
	Iteration 30Q: 3 clusters Score -1.856405e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183869 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -18564070.000000 Penalty: 6014.482910
	Iteration 31Q: 3 clusters Score -1.856407e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183889 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -18564080.000000 Penalty: 6014.482910
	Iteration 32Q: 3 clusters Score -1.856408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183905 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -18564112.000000 Penalty: 6014.482910
	Iteration 33Q: 3 clusters Score -1.856411e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183928 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18564102.000000 Penalty: 6014.482910
	Iteration 34Q: 3 clusters Score -1.85641e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183939 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -18564140.000000 Penalty: 6014.482910
	Iteration 35Q: 3 clusters Score -1.856414e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183945 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -18564146.000000 Penalty: 6014.482910
	Iteration 36Q: 3 clusters Score -1.856415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183950 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -18564150.000000 Penalty: 6014.482910
	Iteration 37Q: 3 clusters Score -1.856415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183963 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -18564148.000000 Penalty: 6014.482910
	Iteration 38Q: 3 clusters Score -1.856415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183970 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -18564162.000000 Penalty: 6014.482910
	Iteration 39Q: 3 clusters Score -1.856416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183974 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -18564162.000000 Penalty: 6014.482910
	Iteration 40F: 3 clusters Score -1.856416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183978 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -18564176.000000 Penalty: 6014.482910
	Iteration 41Q: 3 clusters Score -1.856418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183980 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -18564172.000000 Penalty: 6014.482910
	Iteration 42Q: 3 clusters Score -1.856417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183982 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -18564166.000000 Penalty: 6014.482910
	Iteration 43Q: 3 clusters Score -1.856417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183984 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -18564164.000000 Penalty: 6014.482910
	Iteration 44Q: 3 clusters Score -1.856416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183985 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -18564170.000000 Penalty: 6014.482910
	Iteration 45Q: 3 clusters Score -1.856417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183984 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -18564170.000000 Penalty: 6014.482910
	Iteration 46Q: 3 clusters Score -1.856417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183983 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -18564168.000000 Penalty: 6014.482910
	Iteration 47Q: 3 clusters Score -1.856417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183983 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -18564168.000000 Penalty: 6014.482910
	Iteration 48F: 3 clusters Score -1.856417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Entering Unmasked Estep 
Score: -600012.625000 Penalty: 2195.708984
	Iteration 0F: 2 clusters Score -600012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -594256.500000 Penalty: 4391.417969
	Iteration 0F: 3 clusters Score -594256.5 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -596016.562500 Penalty: 4391.417969
	Iteration 1F: 3 clusters Score -596016.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -596510.437500 Penalty: 4391.417969
	Iteration 2F: 3 clusters Score -596510.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -596939.750000 Penalty: 4391.417969
	Iteration 3F: 3 clusters Score -596939.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -597357.875000 Penalty: 4391.417969
	Iteration 4F: 3 clusters Score -597357.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -597775.062500 Penalty: 4391.417969
	Iteration 5F: 3 clusters Score -597775.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -598106.625000 Penalty: 4391.417969
	Iteration 6F: 3 clusters Score -598106.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -598364.750000 Penalty: 4391.417969
	Iteration 7Q: 3 clusters Score -598364.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -598574.687500 Penalty: 4391.417969
	Iteration 8Q: 3 clusters Score -598574.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -598773.000000 Penalty: 4391.417969
	Iteration 9Q: 3 clusters Score -598773 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -598929.187500 Penalty: 4391.417969
	Iteration 10Q: 3 clusters Score -598929.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -599079.625000 Penalty: 4391.417969
	Iteration 11Q: 3 clusters Score -599079.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -599192.937500 Penalty: 4391.417969
	Iteration 12Q: 3 clusters Score -599192.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -599274.000000 Penalty: 4391.417969
	Iteration 13Q: 3 clusters Score -599274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -599341.062500 Penalty: 4391.417969
	Iteration 14Q: 3 clusters Score -599341.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -599396.562500 Penalty: 4391.417969
	Iteration 15Q: 3 clusters Score -599396.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -599415.625000 Penalty: 4391.417969
	Iteration 16Q: 3 clusters Score -599415.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -599431.937500 Penalty: 4391.417969
	Iteration 17Q: 3 clusters Score -599431.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -599442.500000 Penalty: 4391.417969
	Iteration 18Q: 3 clusters Score -599442.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -599454.625000 Penalty: 4391.417969
	Iteration 19Q: 3 clusters Score -599454.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -599474.437500 Penalty: 4391.417969
	Iteration 20F: 3 clusters Score -599474.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -599484.000000 Penalty: 4391.417969
	Iteration 21Q: 3 clusters Score -599484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -599493.187500 Penalty: 4391.417969
	Iteration 22Q: 3 clusters Score -599493.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -599500.125000 Penalty: 4391.417969
	Iteration 23Q: 3 clusters Score -599500.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -599508.062500 Penalty: 4391.417969
	Iteration 24Q: 3 clusters Score -599508.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -599508.250000 Penalty: 4391.417969
	Iteration 25Q: 3 clusters Score -599508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -599509.437500 Penalty: 4391.417969
	Iteration 26Q: 3 clusters Score -599509.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -599509.437500 Penalty: 4391.417969
	Iteration 27F: 3 clusters Score -599509.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (287671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287671 members 
Entering Unmasked Estep 
Score: -28780546.000000 Penalty: 3117.253906
	Iteration 0F: 2 clusters Score -2.878055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144344 members 
Mstep: Class 2 contains 143327 members 
Entering Unmasked Estep 
Score: -28598396.000000 Penalty: 6234.507812
	Iteration 0F: 3 clusters Score -2.85984e+07 nChanged 139103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152689 members 
Mstep: Class 2 contains 134982 members 
Entering Unmasked Estep 
Score: -28682664.000000 Penalty: 6234.507812
	Iteration 1F: 3 clusters Score -2.868266e+07 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158159 members 
Mstep: Class 2 contains 129512 members 
Entering Unmasked Estep 
Score: -28686276.000000 Penalty: 6234.507812
	Iteration 2Q: 3 clusters Score -2.868628e+07 nChanged 12408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166245 members 
Mstep: Class 2 contains 121426 members 
Entering Unmasked Estep 
Score: -28692932.000000 Penalty: 6234.507812
	Iteration 3Q: 3 clusters Score -2.869293e+07 nChanged 15851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177698 members 
Mstep: Class 2 contains 109973 members 
Entering Unmasked Estep 
Score: -28702812.000000 Penalty: 6234.507812
	Iteration 4F: 3 clusters Score -2.870281e+07 nChanged 18556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191730 members 
Mstep: Class 2 contains 95941 members 
Entering Unmasked Estep 
Score: -28714932.000000 Penalty: 6234.507812
	Iteration 5F: 3 clusters Score -2.871493e+07 nChanged 19200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206696 members 
Mstep: Class 2 contains 80975 members 
Entering Unmasked Estep 
Score: -28727460.000000 Penalty: 6234.507812
	Iteration 6F: 3 clusters Score -2.872746e+07 nChanged 17560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220706 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -28737830.000000 Penalty: 6234.507812
	Iteration 7F: 3 clusters Score -2.873783e+07 nChanged 14317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232273 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -28746110.000000 Penalty: 6234.507812
	Iteration 8Q: 3 clusters Score -2.874611e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241141 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -28752636.000000 Penalty: 6234.507812
	Iteration 9Q: 3 clusters Score -2.875264e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247909 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -28757614.000000 Penalty: 6234.507812
	Iteration 10Q: 3 clusters Score -2.875761e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253035 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -28760932.000000 Penalty: 6234.507812
	Iteration 11Q: 3 clusters Score -2.876093e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257129 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -28763774.000000 Penalty: 6234.507812
	Iteration 12Q: 3 clusters Score -2.876377e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260509 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -28765976.000000 Penalty: 6234.507812
	Iteration 13Q: 3 clusters Score -2.876598e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263327 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -28767766.000000 Penalty: 6234.507812
	Iteration 14Q: 3 clusters Score -2.876777e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265725 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -28769114.000000 Penalty: 6234.507812
	Iteration 15Q: 3 clusters Score -2.876911e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267815 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -28770340.000000 Penalty: 6234.507812
	Iteration 16Q: 3 clusters Score -2.877034e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269623 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -28771480.000000 Penalty: 6234.507812
	Iteration 17Q: 3 clusters Score -2.877148e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271224 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -28772380.000000 Penalty: 6234.507812
	Iteration 18Q: 3 clusters Score -2.877238e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272646 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -28773124.000000 Penalty: 6234.507812
	Iteration 19Q: 3 clusters Score -2.877312e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273939 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -28773754.000000 Penalty: 6234.507812
	Iteration 20F: 3 clusters Score -2.877375e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275059 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -28774408.000000 Penalty: 6234.507812
	Iteration 21Q: 3 clusters Score -2.877441e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276095 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -28774876.000000 Penalty: 6234.507812
	Iteration 22Q: 3 clusters Score -2.877488e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277015 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -28775292.000000 Penalty: 6234.507812
	Iteration 23Q: 3 clusters Score -2.877529e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277901 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -28775872.000000 Penalty: 6234.507812
	Iteration 24Q: 3 clusters Score -2.877587e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278665 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -28776246.000000 Penalty: 6234.507812
	Iteration 25Q: 3 clusters Score -2.877625e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279290 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -28776670.000000 Penalty: 6234.507812
	Iteration 26Q: 3 clusters Score -2.877667e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279866 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -28777034.000000 Penalty: 6234.507812
	Iteration 27Q: 3 clusters Score -2.877703e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280385 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -28777286.000000 Penalty: 6234.507812
	Iteration 28Q: 3 clusters Score -2.877729e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280875 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -28777610.000000 Penalty: 6234.507812
	Iteration 29Q: 3 clusters Score -2.877761e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281301 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -28777904.000000 Penalty: 6234.507812
	Iteration 30Q: 3 clusters Score -2.87779e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281671 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -28778062.000000 Penalty: 6234.507812
	Iteration 31Q: 3 clusters Score -2.877806e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281956 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -28778150.000000 Penalty: 6234.507812
	Iteration 32Q: 3 clusters Score -2.877815e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282215 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -28778272.000000 Penalty: 6234.507812
	Iteration 33Q: 3 clusters Score -2.877827e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282435 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -28778392.000000 Penalty: 6234.507812
	Iteration 34Q: 3 clusters Score -2.877839e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282607 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -28778428.000000 Penalty: 6234.507812
	Iteration 35Q: 3 clusters Score -2.877843e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282748 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -28778460.000000 Penalty: 6234.507812
	Iteration 36Q: 3 clusters Score -2.877846e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282865 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -28778522.000000 Penalty: 6234.507812
	Iteration 37Q: 3 clusters Score -2.877852e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282975 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -28778534.000000 Penalty: 6234.507812
	Iteration 38Q: 3 clusters Score -2.877853e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283069 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -28778618.000000 Penalty: 6234.507812
	Iteration 39Q: 3 clusters Score -2.877862e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283140 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -28778602.000000 Penalty: 6234.507812
	Iteration 40F: 3 clusters Score -2.87786e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283211 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -28778626.000000 Penalty: 6234.507812
	Iteration 41Q: 3 clusters Score -2.877863e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283268 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -28778664.000000 Penalty: 6234.507812
	Iteration 42Q: 3 clusters Score -2.877866e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283319 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -28778686.000000 Penalty: 6234.507812
	Iteration 43Q: 3 clusters Score -2.877869e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283364 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -28778656.000000 Penalty: 6234.507812
	Iteration 44Q: 3 clusters Score -2.877866e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283393 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -28778678.000000 Penalty: 6234.507812
	Iteration 45Q: 3 clusters Score -2.877868e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283419 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -28778676.000000 Penalty: 6234.507812
	Iteration 46Q: 3 clusters Score -2.877868e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283443 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -28778698.000000 Penalty: 6234.507812
	Iteration 47Q: 3 clusters Score -2.87787e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283470 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -28778700.000000 Penalty: 6234.507812
	Iteration 48Q: 3 clusters Score -2.87787e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283505 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -28778716.000000 Penalty: 6234.507812
	Iteration 49Q: 3 clusters Score -2.877872e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283537 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -28778702.000000 Penalty: 6234.507812
	Iteration 50Q: 3 clusters Score -2.87787e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283568 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -28778700.000000 Penalty: 6234.507812
	Iteration 51Q: 3 clusters Score -2.87787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283586 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -28778720.000000 Penalty: 6234.507812
	Iteration 52Q: 3 clusters Score -2.877872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283598 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -28778722.000000 Penalty: 6234.507812
	Iteration 53Q: 3 clusters Score -2.877872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283611 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -28778744.000000 Penalty: 6234.507812
	Iteration 54Q: 3 clusters Score -2.877874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283624 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -28778738.000000 Penalty: 6234.507812
	Iteration 55Q: 3 clusters Score -2.877874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283632 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -28778750.000000 Penalty: 6234.507812
	Iteration 56Q: 3 clusters Score -2.877875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283638 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -28778764.000000 Penalty: 6234.507812
	Iteration 57Q: 3 clusters Score -2.877876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283642 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -28778752.000000 Penalty: 6234.507812
	Iteration 58Q: 3 clusters Score -2.877875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283645 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -28778744.000000 Penalty: 6234.507812
	Iteration 59Q: 3 clusters Score -2.877874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283648 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -28778728.000000 Penalty: 6234.507812
	Iteration 60F: 3 clusters Score -2.877873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283653 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -28778734.000000 Penalty: 6234.507812
	Iteration 61Q: 3 clusters Score -2.877873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283657 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -28778736.000000 Penalty: 6234.507812
	Iteration 62Q: 3 clusters Score -2.877874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283661 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -28778722.000000 Penalty: 6234.507812
	Iteration 63Q: 3 clusters Score -2.877872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283668 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -28778746.000000 Penalty: 6234.507812
	Iteration 64Q: 3 clusters Score -2.877875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283671 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -28778748.000000 Penalty: 6234.507812
	Iteration 65Q: 3 clusters Score -2.877875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283674 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -28778760.000000 Penalty: 6234.507812
	Iteration 66Q: 3 clusters Score -2.877876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283680 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -28778730.000000 Penalty: 6234.507812
	Iteration 67Q: 3 clusters Score -2.877873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283684 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -28778738.000000 Penalty: 6234.507812
	Iteration 68Q: 3 clusters Score -2.877874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283685 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -28778730.000000 Penalty: 6234.507812
	Iteration 69Q: 3 clusters Score -2.877873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283687 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -28778734.000000 Penalty: 6234.507812
	Iteration 70Q: 3 clusters Score -2.877873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283691 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -28778726.000000 Penalty: 6234.507812
	Iteration 71Q: 3 clusters Score -2.877873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283696 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -28778746.000000 Penalty: 6234.507812
	Iteration 72Q: 3 clusters Score -2.877875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283697 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -28778744.000000 Penalty: 6234.507812
	Iteration 73Q: 3 clusters Score -2.877874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283696 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -28778750.000000 Penalty: 6234.507812
	Iteration 74Q: 3 clusters Score -2.877875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283696 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -28778750.000000 Penalty: 6234.507812
	Iteration 75F: 3 clusters Score -2.877875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Entering Unmasked Estep 
Score: -1530944.375000 Penalty: 2398.185791
	Iteration 0F: 2 clusters Score -1530944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1519523.000000 Penalty: 4796.371582
	Iteration 0F: 3 clusters Score -1519523 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1523175.750000 Penalty: 4796.371582
	Iteration 1F: 3 clusters Score -1523176 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1523705.500000 Penalty: 4796.371582
	Iteration 2F: 3 clusters Score -1523706 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1524253.500000 Penalty: 4796.371582
	Iteration 3F: 3 clusters Score -1524254 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1524870.250000 Penalty: 4796.371582
	Iteration 4F: 3 clusters Score -1524870 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1525517.750000 Penalty: 4796.371582
	Iteration 5F: 3 clusters Score -1525518 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1526164.125000 Penalty: 4796.371582
	Iteration 6F: 3 clusters Score -1526164 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1526797.500000 Penalty: 4796.371582
	Iteration 7F: 3 clusters Score -1526798 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1527457.250000 Penalty: 4796.371582
	Iteration 8F: 3 clusters Score -1527457 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1528153.375000 Penalty: 4796.371582
	Iteration 9F: 3 clusters Score -1528153 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1528847.375000 Penalty: 4796.371582
	Iteration 10F: 3 clusters Score -1528847 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1529401.125000 Penalty: 4796.371582
	Iteration 11Q: 3 clusters Score -1529401 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1529693.000000 Penalty: 4796.371582
	Iteration 12Q: 3 clusters Score -1529693 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1529823.000000 Penalty: 4796.371582
	Iteration 13Q: 3 clusters Score -1529823 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1529895.625000 Penalty: 4796.371582
	Iteration 14Q: 3 clusters Score -1529896 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1529933.625000 Penalty: 4796.371582
	Iteration 15Q: 3 clusters Score -1529934 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1529956.750000 Penalty: 4796.371582
	Iteration 16Q: 3 clusters Score -1529957 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1529968.500000 Penalty: 4796.371582
	Iteration 17Q: 3 clusters Score -1529968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1529984.375000 Penalty: 4796.371582
	Iteration 18Q: 3 clusters Score -1529984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1529991.500000 Penalty: 4796.371582
	Iteration 19Q: 3 clusters Score -1529992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1530000.000000 Penalty: 4796.371582
	Iteration 20F: 3 clusters Score -1530000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1530003.500000 Penalty: 4796.371582
	Iteration 21Q: 3 clusters Score -1530004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1530002.500000 Penalty: 4796.371582
	Iteration 22Q: 3 clusters Score -1530002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1530003.375000 Penalty: 4796.371582
	Iteration 23Q: 3 clusters Score -1530003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1530003.375000 Penalty: 4796.371582
	Iteration 24Q: 3 clusters Score -1530003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1530002.000000 Penalty: 4796.371582
	Iteration 25Q: 3 clusters Score -1530002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1530009.125000 Penalty: 4796.371582
	Iteration 26Q: 3 clusters Score -1530009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1530008.625000 Penalty: 4796.371582
	Iteration 27Q: 3 clusters Score -1530009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1530006.500000 Penalty: 4796.371582
	Iteration 28Q: 3 clusters Score -1530006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1530008.250000 Penalty: 4796.371582
	Iteration 29Q: 3 clusters Score -1530008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1530008.000000 Penalty: 4796.371582
	Iteration 30Q: 3 clusters Score -1530008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1530007.500000 Penalty: 4796.371582
	Iteration 31Q: 3 clusters Score -1530008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1530008.250000 Penalty: 4796.371582
	Iteration 32Q: 3 clusters Score -1530008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1530005.875000 Penalty: 4796.371582
	Iteration 33Q: 3 clusters Score -1530006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1530001.875000 Penalty: 4796.371582
	Iteration 34Q: 3 clusters Score -1530002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1530003.750000 Penalty: 4796.371582
	Iteration 35Q: 3 clusters Score -1530004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1530003.625000 Penalty: 4796.371582
	Iteration 36Q: 3 clusters Score -1530004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1530005.875000 Penalty: 4796.371582
	Iteration 37Q: 3 clusters Score -1530006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1530005.625000 Penalty: 4796.371582
	Iteration 38Q: 3 clusters Score -1530006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1530005.875000 Penalty: 4796.371582
	Iteration 39Q: 3 clusters Score -1530006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1530007.625000 Penalty: 4796.371582
	Iteration 40F: 3 clusters Score -1530008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Entering Unmasked Estep 
Score: -1605734.375000 Penalty: 2408.566895
	Iteration 0F: 2 clusters Score -1605734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1593973.750000 Penalty: 4817.133789
	Iteration 0F: 3 clusters Score -1593974 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1598136.000000 Penalty: 4817.133789
	Iteration 1F: 3 clusters Score -1598136 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1598975.500000 Penalty: 4817.133789
	Iteration 2F: 3 clusters Score -1598976 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1599961.500000 Penalty: 4817.133789
	Iteration 3F: 3 clusters Score -1599962 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1601117.875000 Penalty: 4817.133789
	Iteration 4F: 3 clusters Score -1601118 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1602344.500000 Penalty: 4817.133789
	Iteration 5F: 3 clusters Score -1602344 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1603471.000000 Penalty: 4817.133789
	Iteration 6F: 3 clusters Score -1603471 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1604320.625000 Penalty: 4817.133789
	Iteration 7F: 3 clusters Score -1604321 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1604852.250000 Penalty: 4817.133789
	Iteration 8Q: 3 clusters Score -1604852 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1605181.875000 Penalty: 4817.133789
	Iteration 9Q: 3 clusters Score -1605182 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1605379.375000 Penalty: 4817.133789
	Iteration 10Q: 3 clusters Score -1605379 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1605508.625000 Penalty: 4817.133789
	Iteration 11Q: 3 clusters Score -1605509 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1605573.500000 Penalty: 4817.133789
	Iteration 12Q: 3 clusters Score -1605574 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1605619.875000 Penalty: 4817.133789
	Iteration 13Q: 3 clusters Score -1605620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1605644.375000 Penalty: 4817.133789
	Iteration 14Q: 3 clusters Score -1605644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1605653.125000 Penalty: 4817.133789
	Iteration 15Q: 3 clusters Score -1605653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1605660.750000 Penalty: 4817.133789
	Iteration 16Q: 3 clusters Score -1605661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1605663.625000 Penalty: 4817.133789
	Iteration 17Q: 3 clusters Score -1605664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1605668.250000 Penalty: 4817.133789
	Iteration 18Q: 3 clusters Score -1605668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1605670.750000 Penalty: 4817.133789
	Iteration 19Q: 3 clusters Score -1605671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1605677.625000 Penalty: 4817.133789
	Iteration 20F: 3 clusters Score -1605678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1605677.625000 Penalty: 4817.133789
	Iteration 21Q: 3 clusters Score -1605678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1605679.750000 Penalty: 4817.133789
	Iteration 22Q: 3 clusters Score -1605680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1605682.000000 Penalty: 4817.133789
	Iteration 23Q: 3 clusters Score -1605682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1605680.625000 Penalty: 4817.133789
	Iteration 24Q: 3 clusters Score -1605681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1605680.875000 Penalty: 4817.133789
	Iteration 25Q: 3 clusters Score -1605681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1605680.875000 Penalty: 4817.133789
	Iteration 26F: 3 clusters Score -1605681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Entering Unmasked Estep 
Score: -901063.812500 Penalty: 2257.786865
	Iteration 0F: 2 clusters Score -901063.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -894030.562500 Penalty: 4515.573730
	Iteration 0F: 3 clusters Score -894030.6 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -896183.937500 Penalty: 4515.573730
	Iteration 1F: 3 clusters Score -896183.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -896532.062500 Penalty: 4515.573730
	Iteration 2F: 3 clusters Score -896532.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -896786.312500 Penalty: 4515.573730
	Iteration 3F: 3 clusters Score -896786.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -896965.187500 Penalty: 4515.573730
	Iteration 4Q: 3 clusters Score -896965.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -897100.437500 Penalty: 4515.573730
	Iteration 5Q: 3 clusters Score -897100.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -897210.250000 Penalty: 4515.573730
	Iteration 6Q: 3 clusters Score -897210.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -897301.562500 Penalty: 4515.573730
	Iteration 7Q: 3 clusters Score -897301.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -897383.125000 Penalty: 4515.573730
	Iteration 8Q: 3 clusters Score -897383.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -897471.000000 Penalty: 4515.573730
	Iteration 9Q: 3 clusters Score -897471 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -897584.250000 Penalty: 4515.573730
	Iteration 10Q: 3 clusters Score -897584.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -897705.875000 Penalty: 4515.573730
	Iteration 11Q: 3 clusters Score -897705.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -897854.312500 Penalty: 4515.573730
	Iteration 12Q: 3 clusters Score -897854.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -898044.000000 Penalty: 4515.573730
	Iteration 13Q: 3 clusters Score -898044 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -898247.125000 Penalty: 4515.573730
	Iteration 14Q: 3 clusters Score -898247.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -898436.375000 Penalty: 4515.573730
	Iteration 15Q: 3 clusters Score -898436.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -898598.937500 Penalty: 4515.573730
	Iteration 16Q: 3 clusters Score -898598.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -898746.187500 Penalty: 4515.573730
	Iteration 17Q: 3 clusters Score -898746.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -898867.500000 Penalty: 4515.573730
	Iteration 18Q: 3 clusters Score -898867.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -898986.250000 Penalty: 4515.573730
	Iteration 19Q: 3 clusters Score -898986.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -899075.375000 Penalty: 4515.573730
	Iteration 20F: 3 clusters Score -899075.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -899141.187500 Penalty: 4515.573730
	Iteration 21Q: 3 clusters Score -899141.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -899187.500000 Penalty: 4515.573730
	Iteration 22Q: 3 clusters Score -899187.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -899229.250000 Penalty: 4515.573730
	Iteration 23Q: 3 clusters Score -899229.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -899254.000000 Penalty: 4515.573730
	Iteration 24Q: 3 clusters Score -899254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -899276.187500 Penalty: 4515.573730
	Iteration 25Q: 3 clusters Score -899276.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -899297.937500 Penalty: 4515.573730
	Iteration 26Q: 3 clusters Score -899297.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -899312.687500 Penalty: 4515.573730
	Iteration 27Q: 3 clusters Score -899312.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -899324.062500 Penalty: 4515.573730
	Iteration 28Q: 3 clusters Score -899324.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -899329.500000 Penalty: 4515.573730
	Iteration 29Q: 3 clusters Score -899329.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -899337.500000 Penalty: 4515.573730
	Iteration 30Q: 3 clusters Score -899337.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -899345.437500 Penalty: 4515.573730
	Iteration 31Q: 3 clusters Score -899345.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -899354.500000 Penalty: 4515.573730
	Iteration 32Q: 3 clusters Score -899354.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -899357.125000 Penalty: 4515.573730
	Iteration 33Q: 3 clusters Score -899357.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -899360.125000 Penalty: 4515.573730
	Iteration 34Q: 3 clusters Score -899360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -899362.812500 Penalty: 4515.573730
	Iteration 35Q: 3 clusters Score -899362.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -899366.125000 Penalty: 4515.573730
	Iteration 36Q: 3 clusters Score -899366.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -899369.812500 Penalty: 4515.573730
	Iteration 37Q: 3 clusters Score -899369.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -899375.750000 Penalty: 4515.573730
	Iteration 38Q: 3 clusters Score -899375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -899378.125000 Penalty: 4515.573730
	Iteration 39Q: 3 clusters Score -899378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -899379.250000 Penalty: 4515.573730
	Iteration 40F: 3 clusters Score -899379.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -899381.375000 Penalty: 4515.573730
	Iteration 41Q: 3 clusters Score -899381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -899384.562500 Penalty: 4515.573730
	Iteration 42Q: 3 clusters Score -899384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -899386.750000 Penalty: 4515.573730
	Iteration 43Q: 3 clusters Score -899386.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -899393.437500 Penalty: 4515.573730
	Iteration 44Q: 3 clusters Score -899393.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -899396.500000 Penalty: 4515.573730
	Iteration 45Q: 3 clusters Score -899396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -899399.500000 Penalty: 4515.573730
	Iteration 46Q: 3 clusters Score -899399.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -899401.187500 Penalty: 4515.573730
	Iteration 47Q: 3 clusters Score -899401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -899401.687500 Penalty: 4515.573730
	Iteration 48Q: 3 clusters Score -899401.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -899402.562500 Penalty: 4515.573730
	Iteration 49Q: 3 clusters Score -899402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -899401.750000 Penalty: 4515.573730
	Iteration 50Q: 3 clusters Score -899401.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -899406.750000 Penalty: 4515.573730
	Iteration 51Q: 3 clusters Score -899406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -899409.687500 Penalty: 4515.573730
	Iteration 52Q: 3 clusters Score -899409.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -899409.500000 Penalty: 4515.573730
	Iteration 53Q: 3 clusters Score -899409.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -899408.687500 Penalty: 4515.573730
	Iteration 54Q: 3 clusters Score -899408.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -899408.687500 Penalty: 4515.573730
	Iteration 55F: 3 clusters Score -899408.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67192 members 
Entering Unmasked Estep 
Score: -6740328.000000 Penalty: 2756.596924
	Iteration 0F: 2 clusters Score -6740328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -6695545.000000 Penalty: 5513.193848
	Iteration 0F: 3 clusters Score -6695545 nChanged 31293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -6713748.000000 Penalty: 5513.193848
	Iteration 1F: 3 clusters Score -6713748 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -6714996.000000 Penalty: 5513.193848
	Iteration 2Q: 3 clusters Score -6714996 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -6716631.000000 Penalty: 5513.193848
	Iteration 3F: 3 clusters Score -6716631 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -6718916.500000 Penalty: 5513.193848
	Iteration 4F: 3 clusters Score -6718916 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -6721726.500000 Penalty: 5513.193848
	Iteration 5F: 3 clusters Score -6721726 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -6725046.500000 Penalty: 5513.193848
	Iteration 6F: 3 clusters Score -6725046 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -6728322.000000 Penalty: 5513.193848
	Iteration 7F: 3 clusters Score -6728322 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -6731040.500000 Penalty: 5513.193848
	Iteration 8F: 3 clusters Score -6731040 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -6733202.500000 Penalty: 5513.193848
	Iteration 9Q: 3 clusters Score -6733202 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -6734776.000000 Penalty: 5513.193848
	Iteration 10Q: 3 clusters Score -6734776 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -6736024.500000 Penalty: 5513.193848
	Iteration 11Q: 3 clusters Score -6736024 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -6737002.500000 Penalty: 5513.193848
	Iteration 12Q: 3 clusters Score -6737002 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -6737755.500000 Penalty: 5513.193848
	Iteration 13Q: 3 clusters Score -6737756 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -6738252.000000 Penalty: 5513.193848
	Iteration 14Q: 3 clusters Score -6738252 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -6738529.500000 Penalty: 5513.193848
	Iteration 15Q: 3 clusters Score -6738530 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -6738738.500000 Penalty: 5513.193848
	Iteration 16Q: 3 clusters Score -6738738 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -6738868.500000 Penalty: 5513.193848
	Iteration 17Q: 3 clusters Score -6738868 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61988 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -6738898.500000 Penalty: 5513.193848
	Iteration 18Q: 3 clusters Score -6738898 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -6738940.500000 Penalty: 5513.193848
	Iteration 19Q: 3 clusters Score -6738940 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -6739002.500000 Penalty: 5513.193848
	Iteration 20F: 3 clusters Score -6739002 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -6739075.000000 Penalty: 5513.193848
	Iteration 21Q: 3 clusters Score -6739075 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -6739091.000000 Penalty: 5513.193848
	Iteration 22Q: 3 clusters Score -6739091 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -6739119.500000 Penalty: 5513.193848
	Iteration 23Q: 3 clusters Score -6739120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -6739145.500000 Penalty: 5513.193848
	Iteration 24Q: 3 clusters Score -6739146 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -6739159.500000 Penalty: 5513.193848
	Iteration 25Q: 3 clusters Score -6739160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -6739165.000000 Penalty: 5513.193848
	Iteration 26Q: 3 clusters Score -6739165 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -6739190.000000 Penalty: 5513.193848
	Iteration 27Q: 3 clusters Score -6739190 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -6739180.000000 Penalty: 5513.193848
	Iteration 28Q: 3 clusters Score -6739180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -6739192.000000 Penalty: 5513.193848
	Iteration 29Q: 3 clusters Score -6739192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -6739187.500000 Penalty: 5513.193848
	Iteration 30Q: 3 clusters Score -6739188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -6739205.500000 Penalty: 5513.193848
	Iteration 31Q: 3 clusters Score -6739206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -6739194.500000 Penalty: 5513.193848
	Iteration 32Q: 3 clusters Score -6739194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63289 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -6739195.500000 Penalty: 5513.193848
	Iteration 33Q: 3 clusters Score -6739196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -6739196.000000 Penalty: 5513.193848
	Iteration 34Q: 3 clusters Score -6739196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -6739196.500000 Penalty: 5513.193848
	Iteration 35Q: 3 clusters Score -6739196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -6739193.500000 Penalty: 5513.193848
	Iteration 36Q: 3 clusters Score -6739194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6739204.500000 Penalty: 5513.193848
	Iteration 37Q: 3 clusters Score -6739204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -6739214.000000 Penalty: 5513.193848
	Iteration 38Q: 3 clusters Score -6739214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -6739207.500000 Penalty: 5513.193848
	Iteration 39Q: 3 clusters Score -6739208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -6739217.500000 Penalty: 5513.193848
	Iteration 40F: 3 clusters Score -6739218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6739229.500000 Penalty: 5513.193848
	Iteration 41Q: 3 clusters Score -6739230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -6739217.000000 Penalty: 5513.193848
	Iteration 42Q: 3 clusters Score -6739217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -6739228.500000 Penalty: 5513.193848
	Iteration 43Q: 3 clusters Score -6739228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -6739236.500000 Penalty: 5513.193848
	Iteration 44Q: 3 clusters Score -6739236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -6739235.500000 Penalty: 5513.193848
	Iteration 45Q: 3 clusters Score -6739236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -6739244.000000 Penalty: 5513.193848
	Iteration 46Q: 3 clusters Score -6739244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -6739243.000000 Penalty: 5513.193848
	Iteration 47Q: 3 clusters Score -6739243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -6739242.500000 Penalty: 5513.193848
	Iteration 48Q: 3 clusters Score -6739242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -6739246.500000 Penalty: 5513.193848
	Iteration 49Q: 3 clusters Score -6739246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -6739253.500000 Penalty: 5513.193848
	Iteration 50Q: 3 clusters Score -6739254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -6739256.500000 Penalty: 5513.193848
	Iteration 51Q: 3 clusters Score -6739256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -6739257.500000 Penalty: 5513.193848
	Iteration 52Q: 3 clusters Score -6739258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -6739259.000000 Penalty: 5513.193848
	Iteration 53Q: 3 clusters Score -6739259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -6739258.000000 Penalty: 5513.193848
	Iteration 54Q: 3 clusters Score -6739258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -6739258.000000 Penalty: 5513.193848
	Iteration 55F: 3 clusters Score -6739258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Entering Unmasked Estep 
Score: -4227603.500000 Penalty: 2644.964844
	Iteration 0F: 2 clusters Score -4227604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -4198677.000000 Penalty: 5289.929688
	Iteration 0F: 3 clusters Score -4198677 nChanged 19625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -4209259.500000 Penalty: 5289.929688
	Iteration 1F: 3 clusters Score -4209260 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -4209836.000000 Penalty: 5289.929688
	Iteration 2Q: 3 clusters Score -4209836 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -4210440.500000 Penalty: 5289.929688
	Iteration 3Q: 3 clusters Score -4210440 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -4211181.500000 Penalty: 5289.929688
	Iteration 4Q: 3 clusters Score -4211182 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -4212269.000000 Penalty: 5289.929688
	Iteration 5F: 3 clusters Score -4212269 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -4213846.000000 Penalty: 5289.929688
	Iteration 6F: 3 clusters Score -4213846 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -4215791.000000 Penalty: 5289.929688
	Iteration 7F: 3 clusters Score -4215791 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -4217985.000000 Penalty: 5289.929688
	Iteration 8F: 3 clusters Score -4217985 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -4220122.000000 Penalty: 5289.929688
	Iteration 9F: 3 clusters Score -4220122 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -4221969.000000 Penalty: 5289.929688
	Iteration 10F: 3 clusters Score -4221969 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4223373.500000 Penalty: 5289.929688
	Iteration 11Q: 3 clusters Score -4223374 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -4224231.500000 Penalty: 5289.929688
	Iteration 12Q: 3 clusters Score -4224232 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -4224736.500000 Penalty: 5289.929688
	Iteration 13Q: 3 clusters Score -4224736 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -4225005.000000 Penalty: 5289.929688
	Iteration 14Q: 3 clusters Score -4225005 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -4225189.500000 Penalty: 5289.929688
	Iteration 15Q: 3 clusters Score -4225190 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4225303.000000 Penalty: 5289.929688
	Iteration 16Q: 3 clusters Score -4225303 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -4225404.500000 Penalty: 5289.929688
	Iteration 17Q: 3 clusters Score -4225404 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -4225466.500000 Penalty: 5289.929688
	Iteration 18Q: 3 clusters Score -4225466 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -4225547.000000 Penalty: 5289.929688
	Iteration 19Q: 3 clusters Score -4225547 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -4225619.000000 Penalty: 5289.929688
	Iteration 20F: 3 clusters Score -4225619 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -4225661.500000 Penalty: 5289.929688
	Iteration 21Q: 3 clusters Score -4225662 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -4225702.000000 Penalty: 5289.929688
	Iteration 22Q: 3 clusters Score -4225702 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -4225732.500000 Penalty: 5289.929688
	Iteration 23Q: 3 clusters Score -4225732 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -4225755.000000 Penalty: 5289.929688
	Iteration 24Q: 3 clusters Score -4225755 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -4225793.000000 Penalty: 5289.929688
	Iteration 25Q: 3 clusters Score -4225793 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -4225827.500000 Penalty: 5289.929688
	Iteration 26Q: 3 clusters Score -4225828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -4225837.000000 Penalty: 5289.929688
	Iteration 27Q: 3 clusters Score -4225837 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -4225855.000000 Penalty: 5289.929688
	Iteration 28Q: 3 clusters Score -4225855 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -4225870.500000 Penalty: 5289.929688
	Iteration 29Q: 3 clusters Score -4225870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -4225884.000000 Penalty: 5289.929688
	Iteration 30Q: 3 clusters Score -4225884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -4225899.000000 Penalty: 5289.929688
	Iteration 31Q: 3 clusters Score -4225899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -4225901.500000 Penalty: 5289.929688
	Iteration 32Q: 3 clusters Score -4225902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -4225915.000000 Penalty: 5289.929688
	Iteration 33Q: 3 clusters Score -4225915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -4225940.500000 Penalty: 5289.929688
	Iteration 34Q: 3 clusters Score -4225940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -4225967.500000 Penalty: 5289.929688
	Iteration 35Q: 3 clusters Score -4225968 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -4226003.000000 Penalty: 5289.929688
	Iteration 36Q: 3 clusters Score -4226003 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -4226021.500000 Penalty: 5289.929688
	Iteration 37Q: 3 clusters Score -4226022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -4226056.000000 Penalty: 5289.929688
	Iteration 38Q: 3 clusters Score -4226056 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -4226097.500000 Penalty: 5289.929688
	Iteration 39Q: 3 clusters Score -4226098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -4226137.500000 Penalty: 5289.929688
	Iteration 40F: 3 clusters Score -4226138 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -4226185.000000 Penalty: 5289.929688
	Iteration 41Q: 3 clusters Score -4226185 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -4226236.000000 Penalty: 5289.929688
	Iteration 42Q: 3 clusters Score -4226236 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -4226266.500000 Penalty: 5289.929688
	Iteration 43Q: 3 clusters Score -4226266 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -4226314.500000 Penalty: 5289.929688
	Iteration 44Q: 3 clusters Score -4226314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -4226334.500000 Penalty: 5289.929688
	Iteration 45Q: 3 clusters Score -4226334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -4226355.000000 Penalty: 5289.929688
	Iteration 46Q: 3 clusters Score -4226355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -4226368.500000 Penalty: 5289.929688
	Iteration 47Q: 3 clusters Score -4226368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -4226379.000000 Penalty: 5289.929688
	Iteration 48Q: 3 clusters Score -4226379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -4226395.500000 Penalty: 5289.929688
	Iteration 49Q: 3 clusters Score -4226396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -4226394.000000 Penalty: 5289.929688
	Iteration 50Q: 3 clusters Score -4226394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -4226408.500000 Penalty: 5289.929688
	Iteration 51Q: 3 clusters Score -4226408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -4226409.500000 Penalty: 5289.929688
	Iteration 52Q: 3 clusters Score -4226410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -4226410.000000 Penalty: 5289.929688
	Iteration 53Q: 3 clusters Score -4226410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -4226417.000000 Penalty: 5289.929688
	Iteration 54Q: 3 clusters Score -4226417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -4226416.000000 Penalty: 5289.929688
	Iteration 55Q: 3 clusters Score -4226416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -4226419.500000 Penalty: 5289.929688
	Iteration 56Q: 3 clusters Score -4226420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -4226419.000000 Penalty: 5289.929688
	Iteration 57Q: 3 clusters Score -4226419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -4226419.500000 Penalty: 5289.929688
	Iteration 58Q: 3 clusters Score -4226420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -4226419.000000 Penalty: 5289.929688
	Iteration 59Q: 3 clusters Score -4226419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -4226419.000000 Penalty: 5289.929688
	Iteration 60F: 3 clusters Score -4226419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -149489.890625 Penalty: 1824.040527
	Iteration 0F: 2 clusters Score -149489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -147166.265625 Penalty: 3648.081055
	Iteration 0F: 3 clusters Score -147166.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -147532.390625 Penalty: 3648.081055
	Iteration 1F: 3 clusters Score -147532.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -147624.031250 Penalty: 3648.081055
	Iteration 2F: 3 clusters Score -147624 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -147689.062500 Penalty: 3648.081055
	Iteration 3Q: 3 clusters Score -147689.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -147743.609375 Penalty: 3648.081055
	Iteration 4Q: 3 clusters Score -147743.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -147785.609375 Penalty: 3648.081055
	Iteration 5Q: 3 clusters Score -147785.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -147813.125000 Penalty: 3648.081055
	Iteration 6Q: 3 clusters Score -147813.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -147841.281250 Penalty: 3648.081055
	Iteration 7Q: 3 clusters Score -147841.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -147869.828125 Penalty: 3648.081055
	Iteration 8Q: 3 clusters Score -147869.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -147893.359375 Penalty: 3648.081055
	Iteration 9Q: 3 clusters Score -147893.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -147915.468750 Penalty: 3648.081055
	Iteration 10Q: 3 clusters Score -147915.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -147935.671875 Penalty: 3648.081055
	Iteration 11Q: 3 clusters Score -147935.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -147951.531250 Penalty: 3648.081055
	Iteration 12Q: 3 clusters Score -147951.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -147969.984375 Penalty: 3648.081055
	Iteration 13Q: 3 clusters Score -147970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -147980.171875 Penalty: 3648.081055
	Iteration 14Q: 3 clusters Score -147980.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -147983.562500 Penalty: 3648.081055
	Iteration 15Q: 3 clusters Score -147983.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -147986.703125 Penalty: 3648.081055
	Iteration 16Q: 3 clusters Score -147986.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -147987.625000 Penalty: 3648.081055
	Iteration 17Q: 3 clusters Score -147987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -147988.343750 Penalty: 3648.081055
	Iteration 18Q: 3 clusters Score -147988.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -147988.796875 Penalty: 3648.081055
	Iteration 19Q: 3 clusters Score -147988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -147988.687500 Penalty: 3648.081055
	Iteration 20F: 3 clusters Score -147988.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Entering Unmasked Estep 
Score: -1728288.250000 Penalty: 2413.576904
	Iteration 0F: 2 clusters Score -1728288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1716207.375000 Penalty: 4827.153809
	Iteration 0F: 3 clusters Score -1716207 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1720114.875000 Penalty: 4827.153809
	Iteration 1F: 3 clusters Score -1720115 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1720547.375000 Penalty: 4827.153809
	Iteration 2F: 3 clusters Score -1720547 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1720885.375000 Penalty: 4827.153809
	Iteration 3Q: 3 clusters Score -1720885 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1721134.625000 Penalty: 4827.153809
	Iteration 4Q: 3 clusters Score -1721135 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1721336.875000 Penalty: 4827.153809
	Iteration 5Q: 3 clusters Score -1721337 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1721519.875000 Penalty: 4827.153809
	Iteration 6Q: 3 clusters Score -1721520 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1721724.125000 Penalty: 4827.153809
	Iteration 7Q: 3 clusters Score -1721724 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1721946.750000 Penalty: 4827.153809
	Iteration 8Q: 3 clusters Score -1721947 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1722153.000000 Penalty: 4827.153809
	Iteration 9Q: 3 clusters Score -1722153 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1722374.500000 Penalty: 4827.153809
	Iteration 10Q: 3 clusters Score -1722374 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1722647.250000 Penalty: 4827.153809
	Iteration 11Q: 3 clusters Score -1722647 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1722941.125000 Penalty: 4827.153809
	Iteration 12Q: 3 clusters Score -1722941 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1723261.250000 Penalty: 4827.153809
	Iteration 13Q: 3 clusters Score -1723261 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1723590.125000 Penalty: 4827.153809
	Iteration 14Q: 3 clusters Score -1723590 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1723860.750000 Penalty: 4827.153809
	Iteration 15Q: 3 clusters Score -1723861 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1724076.875000 Penalty: 4827.153809
	Iteration 16Q: 3 clusters Score -1724077 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1724201.875000 Penalty: 4827.153809
	Iteration 17Q: 3 clusters Score -1724202 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1724283.375000 Penalty: 4827.153809
	Iteration 18Q: 3 clusters Score -1724283 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1724334.250000 Penalty: 4827.153809
	Iteration 19Q: 3 clusters Score -1724334 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1724367.500000 Penalty: 4827.153809
	Iteration 20F: 3 clusters Score -1724368 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1724396.625000 Penalty: 4827.153809
	Iteration 21Q: 3 clusters Score -1724397 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1724421.250000 Penalty: 4827.153809
	Iteration 22Q: 3 clusters Score -1724421 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1724439.000000 Penalty: 4827.153809
	Iteration 23Q: 3 clusters Score -1724439 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1724452.625000 Penalty: 4827.153809
	Iteration 24Q: 3 clusters Score -1724453 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1724460.000000 Penalty: 4827.153809
	Iteration 25Q: 3 clusters Score -1724460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1724476.750000 Penalty: 4827.153809
	Iteration 26Q: 3 clusters Score -1724477 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1724484.750000 Penalty: 4827.153809
	Iteration 27Q: 3 clusters Score -1724485 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1724499.875000 Penalty: 4827.153809
	Iteration 28Q: 3 clusters Score -1724500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1724514.625000 Penalty: 4827.153809
	Iteration 29Q: 3 clusters Score -1724515 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1724521.750000 Penalty: 4827.153809
	Iteration 30Q: 3 clusters Score -1724522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1724529.750000 Penalty: 4827.153809
	Iteration 31Q: 3 clusters Score -1724530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1724548.625000 Penalty: 4827.153809
	Iteration 32Q: 3 clusters Score -1724549 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1724557.500000 Penalty: 4827.153809
	Iteration 33Q: 3 clusters Score -1724558 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1724568.125000 Penalty: 4827.153809
	Iteration 34Q: 3 clusters Score -1724568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1724580.250000 Penalty: 4827.153809
	Iteration 35Q: 3 clusters Score -1724580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1724589.125000 Penalty: 4827.153809
	Iteration 36Q: 3 clusters Score -1724589 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1724607.875000 Penalty: 4827.153809
	Iteration 37Q: 3 clusters Score -1724608 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1724622.125000 Penalty: 4827.153809
	Iteration 38Q: 3 clusters Score -1724622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1724639.625000 Penalty: 4827.153809
	Iteration 39Q: 3 clusters Score -1724640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1724660.000000 Penalty: 4827.153809
	Iteration 40F: 3 clusters Score -1724660 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1724667.375000 Penalty: 4827.153809
	Iteration 41Q: 3 clusters Score -1724667 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1724681.625000 Penalty: 4827.153809
	Iteration 42Q: 3 clusters Score -1724682 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1724702.500000 Penalty: 4827.153809
	Iteration 43Q: 3 clusters Score -1724702 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1724717.750000 Penalty: 4827.153809
	Iteration 44Q: 3 clusters Score -1724718 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1724736.500000 Penalty: 4827.153809
	Iteration 45Q: 3 clusters Score -1724736 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1724756.500000 Penalty: 4827.153809
	Iteration 46Q: 3 clusters Score -1724756 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1724770.750000 Penalty: 4827.153809
	Iteration 47Q: 3 clusters Score -1724771 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1724792.875000 Penalty: 4827.153809
	Iteration 48Q: 3 clusters Score -1724793 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1724805.875000 Penalty: 4827.153809
	Iteration 49Q: 3 clusters Score -1724806 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1724829.250000 Penalty: 4827.153809
	Iteration 50Q: 3 clusters Score -1724829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1724836.750000 Penalty: 4827.153809
	Iteration 51Q: 3 clusters Score -1724837 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1724842.375000 Penalty: 4827.153809
	Iteration 52Q: 3 clusters Score -1724842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1724848.625000 Penalty: 4827.153809
	Iteration 53Q: 3 clusters Score -1724849 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1724858.000000 Penalty: 4827.153809
	Iteration 54Q: 3 clusters Score -1724858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1724866.375000 Penalty: 4827.153809
	Iteration 55Q: 3 clusters Score -1724866 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1724877.625000 Penalty: 4827.153809
	Iteration 56Q: 3 clusters Score -1724878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1724892.000000 Penalty: 4827.153809
	Iteration 57Q: 3 clusters Score -1724892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1724904.875000 Penalty: 4827.153809
	Iteration 58Q: 3 clusters Score -1724905 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1724918.625000 Penalty: 4827.153809
	Iteration 59Q: 3 clusters Score -1724919 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1724919.875000 Penalty: 4827.153809
	Iteration 60F: 3 clusters Score -1724920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1724930.500000 Penalty: 4827.153809
	Iteration 61Q: 3 clusters Score -1724930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1724939.750000 Penalty: 4827.153809
	Iteration 62Q: 3 clusters Score -1724940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1724947.250000 Penalty: 4827.153809
	Iteration 63Q: 3 clusters Score -1724947 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1724966.500000 Penalty: 4827.153809
	Iteration 64Q: 3 clusters Score -1724966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1724976.750000 Penalty: 4827.153809
	Iteration 65Q: 3 clusters Score -1724977 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1724991.875000 Penalty: 4827.153809
	Iteration 66Q: 3 clusters Score -1724992 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1725011.875000 Penalty: 4827.153809
	Iteration 67Q: 3 clusters Score -1725012 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1725022.625000 Penalty: 4827.153809
	Iteration 68Q: 3 clusters Score -1725023 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1725041.875000 Penalty: 4827.153809
	Iteration 69Q: 3 clusters Score -1725042 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1725067.750000 Penalty: 4827.153809
	Iteration 70Q: 3 clusters Score -1725068 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1725088.375000 Penalty: 4827.153809
	Iteration 71Q: 3 clusters Score -1725088 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1725106.500000 Penalty: 4827.153809
	Iteration 72Q: 3 clusters Score -1725106 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1725136.250000 Penalty: 4827.153809
	Iteration 73Q: 3 clusters Score -1725136 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1725165.000000 Penalty: 4827.153809
	Iteration 74Q: 3 clusters Score -1725165 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1725197.875000 Penalty: 4827.153809
	Iteration 75Q: 3 clusters Score -1725198 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1725234.125000 Penalty: 4827.153809
	Iteration 76Q: 3 clusters Score -1725234 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1725255.250000 Penalty: 4827.153809
	Iteration 77Q: 3 clusters Score -1725255 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1725273.875000 Penalty: 4827.153809
	Iteration 78Q: 3 clusters Score -1725274 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1725299.375000 Penalty: 4827.153809
	Iteration 79Q: 3 clusters Score -1725299 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1725319.125000 Penalty: 4827.153809
	Iteration 80F: 3 clusters Score -1725319 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1725329.750000 Penalty: 4827.153809
	Iteration 81Q: 3 clusters Score -1725330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1725348.875000 Penalty: 4827.153809
	Iteration 82Q: 3 clusters Score -1725349 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1725368.375000 Penalty: 4827.153809
	Iteration 83Q: 3 clusters Score -1725368 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1725402.125000 Penalty: 4827.153809
	Iteration 84Q: 3 clusters Score -1725402 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1725434.875000 Penalty: 4827.153809
	Iteration 85Q: 3 clusters Score -1725435 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1725460.250000 Penalty: 4827.153809
	Iteration 86Q: 3 clusters Score -1725460 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1725493.000000 Penalty: 4827.153809
	Iteration 87Q: 3 clusters Score -1725493 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1725523.750000 Penalty: 4827.153809
	Iteration 88Q: 3 clusters Score -1725524 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1725551.875000 Penalty: 4827.153809
	Iteration 89Q: 3 clusters Score -1725552 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1725591.125000 Penalty: 4827.153809
	Iteration 90Q: 3 clusters Score -1725591 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1725627.250000 Penalty: 4827.153809
	Iteration 91Q: 3 clusters Score -1725627 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1725659.500000 Penalty: 4827.153809
	Iteration 92Q: 3 clusters Score -1725660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1725700.000000 Penalty: 4827.153809
	Iteration 93Q: 3 clusters Score -1725700 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1725738.375000 Penalty: 4827.153809
	Iteration 94Q: 3 clusters Score -1725738 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1725785.375000 Penalty: 4827.153809
	Iteration 95Q: 3 clusters Score -1725785 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1725816.125000 Penalty: 4827.153809
	Iteration 96Q: 3 clusters Score -1725816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1725847.375000 Penalty: 4827.153809
	Iteration 97Q: 3 clusters Score -1725847 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1725877.625000 Penalty: 4827.153809
	Iteration 98Q: 3 clusters Score -1725878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1725908.125000 Penalty: 4827.153809
	Iteration 99Q: 3 clusters Score -1725908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1725930.875000 Penalty: 4827.153809
	Iteration 100F: 3 clusters Score -1725931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1725957.250000 Penalty: 4827.153809
	Iteration 101Q: 3 clusters Score -1725957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1725971.000000 Penalty: 4827.153809
	Iteration 102Q: 3 clusters Score -1725971 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1725996.000000 Penalty: 4827.153809
	Iteration 103Q: 3 clusters Score -1725996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1726021.500000 Penalty: 4827.153809
	Iteration 104Q: 3 clusters Score -1726022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1726045.250000 Penalty: 4827.153809
	Iteration 105Q: 3 clusters Score -1726045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1726063.750000 Penalty: 4827.153809
	Iteration 106Q: 3 clusters Score -1726064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1726078.625000 Penalty: 4827.153809
	Iteration 107Q: 3 clusters Score -1726079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1726095.250000 Penalty: 4827.153809
	Iteration 108Q: 3 clusters Score -1726095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1726105.250000 Penalty: 4827.153809
	Iteration 109Q: 3 clusters Score -1726105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1726116.250000 Penalty: 4827.153809
	Iteration 110Q: 3 clusters Score -1726116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1726124.750000 Penalty: 4827.153809
	Iteration 111Q: 3 clusters Score -1726125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -1726138.125000 Penalty: 4827.153809
	Iteration 112Q: 3 clusters Score -1726138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1726144.875000 Penalty: 4827.153809
	Iteration 113Q: 3 clusters Score -1726145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1726152.250000 Penalty: 4827.153809
	Iteration 114Q: 3 clusters Score -1726152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1726161.000000 Penalty: 4827.153809
	Iteration 115Q: 3 clusters Score -1726161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1726169.000000 Penalty: 4827.153809
	Iteration 116Q: 3 clusters Score -1726169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1726177.875000 Penalty: 4827.153809
	Iteration 117Q: 3 clusters Score -1726178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1726183.000000 Penalty: 4827.153809
	Iteration 118Q: 3 clusters Score -1726183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1726190.375000 Penalty: 4827.153809
	Iteration 119Q: 3 clusters Score -1726190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1726198.000000 Penalty: 4827.153809
	Iteration 120F: 3 clusters Score -1726198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1726201.875000 Penalty: 4827.153809
	Iteration 121Q: 3 clusters Score -1726202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1726205.250000 Penalty: 4827.153809
	Iteration 122Q: 3 clusters Score -1726205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1726206.000000 Penalty: 4827.153809
	Iteration 123Q: 3 clusters Score -1726206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1726210.125000 Penalty: 4827.153809
	Iteration 124Q: 3 clusters Score -1726210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1726209.625000 Penalty: 4827.153809
	Iteration 125Q: 3 clusters Score -1726210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1726214.750000 Penalty: 4827.153809
	Iteration 126Q: 3 clusters Score -1726215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1726215.875000 Penalty: 4827.153809
	Iteration 127Q: 3 clusters Score -1726216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1726222.125000 Penalty: 4827.153809
	Iteration 128Q: 3 clusters Score -1726222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1726224.375000 Penalty: 4827.153809
	Iteration 129Q: 3 clusters Score -1726224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1726225.500000 Penalty: 4827.153809
	Iteration 130Q: 3 clusters Score -1726226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1726225.375000 Penalty: 4827.153809
	Iteration 131Q: 3 clusters Score -1726225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1726224.875000 Penalty: 4827.153809
	Iteration 132Q: 3 clusters Score -1726225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1726229.000000 Penalty: 4827.153809
	Iteration 133Q: 3 clusters Score -1726229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1726235.375000 Penalty: 4827.153809
	Iteration 134Q: 3 clusters Score -1726235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1726240.750000 Penalty: 4827.153809
	Iteration 135Q: 3 clusters Score -1726241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1726246.500000 Penalty: 4827.153809
	Iteration 136Q: 3 clusters Score -1726246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1726248.875000 Penalty: 4827.153809
	Iteration 137Q: 3 clusters Score -1726249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1726249.875000 Penalty: 4827.153809
	Iteration 138Q: 3 clusters Score -1726250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1726251.625000 Penalty: 4827.153809
	Iteration 139Q: 3 clusters Score -1726252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1726250.000000 Penalty: 4827.153809
	Iteration 140F: 3 clusters Score -1726250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1726249.000000 Penalty: 4827.153809
	Iteration 141Q: 3 clusters Score -1726249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1726249.500000 Penalty: 4827.153809
	Iteration 142Q: 3 clusters Score -1726250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1726251.625000 Penalty: 4827.153809
	Iteration 143Q: 3 clusters Score -1726252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1726252.000000 Penalty: 4827.153809
	Iteration 144Q: 3 clusters Score -1726252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1726253.875000 Penalty: 4827.153809
	Iteration 145Q: 3 clusters Score -1726254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1726254.375000 Penalty: 4827.153809
	Iteration 146Q: 3 clusters Score -1726254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1726257.375000 Penalty: 4827.153809
	Iteration 147Q: 3 clusters Score -1726257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1726255.750000 Penalty: 4827.153809
	Iteration 148Q: 3 clusters Score -1726256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1726255.500000 Penalty: 4827.153809
	Iteration 149Q: 3 clusters Score -1726256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1726259.500000 Penalty: 4827.153809
	Iteration 150Q: 3 clusters Score -1726260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1726259.250000 Penalty: 4827.153809
	Iteration 151Q: 3 clusters Score -1726259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1726261.625000 Penalty: 4827.153809
	Iteration 152Q: 3 clusters Score -1726262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1726261.625000 Penalty: 4827.153809
	Iteration 153Q: 3 clusters Score -1726262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1726261.625000 Penalty: 4827.153809
	Iteration 154F: 3 clusters Score -1726262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Entering Unmasked Estep 
Score: -415150.875000 Penalty: 2077.841064
	Iteration 0F: 2 clusters Score -415150.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -411073.437500 Penalty: 4155.682129
	Iteration 0F: 3 clusters Score -411073.4 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -412068.093750 Penalty: 4155.682129
	Iteration 1F: 3 clusters Score -412068.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -412321.343750 Penalty: 4155.682129
	Iteration 2F: 3 clusters Score -412321.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -412517.312500 Penalty: 4155.682129
	Iteration 3F: 3 clusters Score -412517.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -412675.937500 Penalty: 4155.682129
	Iteration 4Q: 3 clusters Score -412675.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -412823.718750 Penalty: 4155.682129
	Iteration 5Q: 3 clusters Score -412823.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -412952.250000 Penalty: 4155.682129
	Iteration 6Q: 3 clusters Score -412952.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -413069.625000 Penalty: 4155.682129
	Iteration 7Q: 3 clusters Score -413069.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -413171.968750 Penalty: 4155.682129
	Iteration 8Q: 3 clusters Score -413172 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -413295.218750 Penalty: 4155.682129
	Iteration 9Q: 3 clusters Score -413295.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -413429.125000 Penalty: 4155.682129
	Iteration 10Q: 3 clusters Score -413429.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -413565.218750 Penalty: 4155.682129
	Iteration 11Q: 3 clusters Score -413565.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -413707.250000 Penalty: 4155.682129
	Iteration 12Q: 3 clusters Score -413707.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -413834.250000 Penalty: 4155.682129
	Iteration 13Q: 3 clusters Score -413834.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -413910.937500 Penalty: 4155.682129
	Iteration 14Q: 3 clusters Score -413910.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -413969.156250 Penalty: 4155.682129
	Iteration 15Q: 3 clusters Score -413969.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -414020.906250 Penalty: 4155.682129
	Iteration 16Q: 3 clusters Score -414020.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -414050.250000 Penalty: 4155.682129
	Iteration 17Q: 3 clusters Score -414050.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -414074.781250 Penalty: 4155.682129
	Iteration 18Q: 3 clusters Score -414074.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -414094.281250 Penalty: 4155.682129
	Iteration 19Q: 3 clusters Score -414094.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -414107.000000 Penalty: 4155.682129
	Iteration 20F: 3 clusters Score -414107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -414113.750000 Penalty: 4155.682129
	Iteration 21Q: 3 clusters Score -414113.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -414117.968750 Penalty: 4155.682129
	Iteration 22Q: 3 clusters Score -414118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -414123.187500 Penalty: 4155.682129
	Iteration 23Q: 3 clusters Score -414123.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -414126.750000 Penalty: 4155.682129
	Iteration 24Q: 3 clusters Score -414126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -414130.750000 Penalty: 4155.682129
	Iteration 25Q: 3 clusters Score -414130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -414131.375000 Penalty: 4155.682129
	Iteration 26Q: 3 clusters Score -414131.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -414133.437500 Penalty: 4155.682129
	Iteration 27Q: 3 clusters Score -414133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -414135.531250 Penalty: 4155.682129
	Iteration 28Q: 3 clusters Score -414135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -414135.406250 Penalty: 4155.682129
	Iteration 29Q: 3 clusters Score -414135.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -414136.875000 Penalty: 4155.682129
	Iteration 30Q: 3 clusters Score -414136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -414136.875000 Penalty: 4155.682129
	Iteration 31F: 3 clusters Score -414136.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85702 members 
Entering Unmasked Estep 
Score: -8680815.000000 Penalty: 2816.940430
	Iteration 0F: 2 clusters Score -8680815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -8623425.000000 Penalty: 5633.880859
	Iteration 0F: 3 clusters Score -8623425 nChanged 40509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -8646246.000000 Penalty: 5633.880859
	Iteration 1F: 3 clusters Score -8646246 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8646859.000000 Penalty: 5633.880859
	Iteration 2Q: 3 clusters Score -8646859 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -8647468.000000 Penalty: 5633.880859
	Iteration 3Q: 3 clusters Score -8647468 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -8648260.000000 Penalty: 5633.880859
	Iteration 4Q: 3 clusters Score -8648260 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -8649271.000000 Penalty: 5633.880859
	Iteration 5Q: 3 clusters Score -8649271 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -8650608.000000 Penalty: 5633.880859
	Iteration 6Q: 3 clusters Score -8650608 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -8652681.000000 Penalty: 5633.880859
	Iteration 7Q: 3 clusters Score -8652681 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -8655660.000000 Penalty: 5633.880859
	Iteration 8F: 3 clusters Score -8655660 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -8659739.000000 Penalty: 5633.880859
	Iteration 9F: 3 clusters Score -8659739 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -8664353.000000 Penalty: 5633.880859
	Iteration 10F: 3 clusters Score -8664353 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 70539 members 
Entering Unmasked Estep 
Score: -8668448.000000 Penalty: 5633.880859
	Iteration 11F: 3 clusters Score -8668448 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 73419 members 
Entering Unmasked Estep 
Score: -8671146.000000 Penalty: 5633.880859
	Iteration 12Q: 3 clusters Score -8671146 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -8672883.000000 Penalty: 5633.880859
	Iteration 13Q: 3 clusters Score -8672883 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 76935 members 
Entering Unmasked Estep 
Score: -8673857.000000 Penalty: 5633.880859
	Iteration 14Q: 3 clusters Score -8673857 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -8674640.000000 Penalty: 5633.880859
	Iteration 15Q: 3 clusters Score -8674640 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -8675263.000000 Penalty: 5633.880859
	Iteration 16Q: 3 clusters Score -8675263 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 80251 members 
Entering Unmasked Estep 
Score: -8675833.000000 Penalty: 5633.880859
	Iteration 17Q: 3 clusters Score -8675833 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 81073 members 
Entering Unmasked Estep 
Score: -8676321.000000 Penalty: 5633.880859
	Iteration 18Q: 3 clusters Score -8676321 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 81749 members 
Entering Unmasked Estep 
Score: -8676715.000000 Penalty: 5633.880859
	Iteration 19Q: 3 clusters Score -8676715 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -8677017.000000 Penalty: 5633.880859
	Iteration 20F: 3 clusters Score -8677017 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -8677278.000000 Penalty: 5633.880859
	Iteration 21Q: 3 clusters Score -8677278 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -8677476.000000 Penalty: 5633.880859
	Iteration 22Q: 3 clusters Score -8677476 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 83481 members 
Entering Unmasked Estep 
Score: -8677637.000000 Penalty: 5633.880859
	Iteration 23Q: 3 clusters Score -8677637 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 83718 members 
Entering Unmasked Estep 
Score: -8677763.000000 Penalty: 5633.880859
	Iteration 24Q: 3 clusters Score -8677763 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 83902 members 
Entering Unmasked Estep 
Score: -8677849.000000 Penalty: 5633.880859
	Iteration 25Q: 3 clusters Score -8677849 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 84056 members 
Entering Unmasked Estep 
Score: -8677928.000000 Penalty: 5633.880859
	Iteration 26Q: 3 clusters Score -8677928 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -8677977.000000 Penalty: 5633.880859
	Iteration 27Q: 3 clusters Score -8677977 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -8678020.000000 Penalty: 5633.880859
	Iteration 28Q: 3 clusters Score -8678020 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -8678058.000000 Penalty: 5633.880859
	Iteration 29Q: 3 clusters Score -8678058 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 84483 members 
Entering Unmasked Estep 
Score: -8678124.000000 Penalty: 5633.880859
	Iteration 30Q: 3 clusters Score -8678124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 84540 members 
Entering Unmasked Estep 
Score: -8678147.000000 Penalty: 5633.880859
	Iteration 31Q: 3 clusters Score -8678147 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 84593 members 
Entering Unmasked Estep 
Score: -8678157.000000 Penalty: 5633.880859
	Iteration 32Q: 3 clusters Score -8678157 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -8678181.000000 Penalty: 5633.880859
	Iteration 33Q: 3 clusters Score -8678181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 84679 members 
Entering Unmasked Estep 
Score: -8678185.000000 Penalty: 5633.880859
	Iteration 34Q: 3 clusters Score -8678185 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -8678215.000000 Penalty: 5633.880859
	Iteration 35Q: 3 clusters Score -8678215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -8678229.000000 Penalty: 5633.880859
	Iteration 36Q: 3 clusters Score -8678229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 84809 members 
Entering Unmasked Estep 
Score: -8678267.000000 Penalty: 5633.880859
	Iteration 37Q: 3 clusters Score -8678267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -8678296.000000 Penalty: 5633.880859
	Iteration 38Q: 3 clusters Score -8678296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 84865 members 
Entering Unmasked Estep 
Score: -8678306.000000 Penalty: 5633.880859
	Iteration 39Q: 3 clusters Score -8678306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 84889 members 
Entering Unmasked Estep 
Score: -8678317.000000 Penalty: 5633.880859
	Iteration 40F: 3 clusters Score -8678317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 84909 members 
Entering Unmasked Estep 
Score: -8678340.000000 Penalty: 5633.880859
	Iteration 41Q: 3 clusters Score -8678340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 84930 members 
Entering Unmasked Estep 
Score: -8678349.000000 Penalty: 5633.880859
	Iteration 42Q: 3 clusters Score -8678349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 84951 members 
Entering Unmasked Estep 
Score: -8678353.000000 Penalty: 5633.880859
	Iteration 43Q: 3 clusters Score -8678353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -8678366.000000 Penalty: 5633.880859
	Iteration 44Q: 3 clusters Score -8678366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -8678383.000000 Penalty: 5633.880859
	Iteration 45Q: 3 clusters Score -8678383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 85000 members 
Entering Unmasked Estep 
Score: -8678397.000000 Penalty: 5633.880859
	Iteration 46Q: 3 clusters Score -8678397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 85007 members 
Entering Unmasked Estep 
Score: -8678400.000000 Penalty: 5633.880859
	Iteration 47Q: 3 clusters Score -8678400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -8678411.000000 Penalty: 5633.880859
	Iteration 48Q: 3 clusters Score -8678411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 85028 members 
Entering Unmasked Estep 
Score: -8678402.000000 Penalty: 5633.880859
	Iteration 49Q: 3 clusters Score -8678402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -8678411.000000 Penalty: 5633.880859
	Iteration 50Q: 3 clusters Score -8678411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 85038 members 
Entering Unmasked Estep 
Score: -8678413.000000 Penalty: 5633.880859
	Iteration 51Q: 3 clusters Score -8678413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 85041 members 
Entering Unmasked Estep 
Score: -8678419.000000 Penalty: 5633.880859
	Iteration 52Q: 3 clusters Score -8678419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 85044 members 
Entering Unmasked Estep 
Score: -8678418.000000 Penalty: 5633.880859
	Iteration 53Q: 3 clusters Score -8678418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -8678416.000000 Penalty: 5633.880859
	Iteration 54Q: 3 clusters Score -8678416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -8678410.000000 Penalty: 5633.880859
	Iteration 55Q: 3 clusters Score -8678410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -8678414.000000 Penalty: 5633.880859
	Iteration 56Q: 3 clusters Score -8678414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -8678414.000000 Penalty: 5633.880859
	Iteration 57F: 3 clusters Score -8678414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Entering Unmasked Estep 
Score: -487247.437500 Penalty: 2117.417969
	Iteration 0F: 2 clusters Score -487247.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -482685.406250 Penalty: 4234.835938
	Iteration 0F: 3 clusters Score -482685.4 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -484097.968750 Penalty: 4234.835938
	Iteration 1F: 3 clusters Score -484098 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -484524.250000 Penalty: 4234.835938
	Iteration 2F: 3 clusters Score -484524.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -484832.562500 Penalty: 4234.835938
	Iteration 3F: 3 clusters Score -484832.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -485096.343750 Penalty: 4234.835938
	Iteration 4F: 3 clusters Score -485096.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -485315.843750 Penalty: 4234.835938
	Iteration 5Q: 3 clusters Score -485315.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -485485.562500 Penalty: 4234.835938
	Iteration 6Q: 3 clusters Score -485485.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -485608.187500 Penalty: 4234.835938
	Iteration 7Q: 3 clusters Score -485608.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -485688.531250 Penalty: 4234.835938
	Iteration 8Q: 3 clusters Score -485688.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -485749.906250 Penalty: 4234.835938
	Iteration 9Q: 3 clusters Score -485749.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -485804.593750 Penalty: 4234.835938
	Iteration 10Q: 3 clusters Score -485804.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -485857.093750 Penalty: 4234.835938
	Iteration 11Q: 3 clusters Score -485857.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -485930.625000 Penalty: 4234.835938
	Iteration 12Q: 3 clusters Score -485930.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -486031.343750 Penalty: 4234.835938
	Iteration 13Q: 3 clusters Score -486031.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -486104.812500 Penalty: 4234.835938
	Iteration 14Q: 3 clusters Score -486104.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -486164.250000 Penalty: 4234.835938
	Iteration 15Q: 3 clusters Score -486164.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -486214.812500 Penalty: 4234.835938
	Iteration 16Q: 3 clusters Score -486214.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -486261.000000 Penalty: 4234.835938
	Iteration 17Q: 3 clusters Score -486261 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -486298.000000 Penalty: 4234.835938
	Iteration 18Q: 3 clusters Score -486298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -486336.375000 Penalty: 4234.835938
	Iteration 19Q: 3 clusters Score -486336.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -486370.937500 Penalty: 4234.835938
	Iteration 20F: 3 clusters Score -486370.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -486409.687500 Penalty: 4234.835938
	Iteration 21Q: 3 clusters Score -486409.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -486435.875000 Penalty: 4234.835938
	Iteration 22Q: 3 clusters Score -486435.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -486456.937500 Penalty: 4234.835938
	Iteration 23Q: 3 clusters Score -486456.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -486472.437500 Penalty: 4234.835938
	Iteration 24Q: 3 clusters Score -486472.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -486482.781250 Penalty: 4234.835938
	Iteration 25Q: 3 clusters Score -486482.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -486493.562500 Penalty: 4234.835938
	Iteration 26Q: 3 clusters Score -486493.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -486498.531250 Penalty: 4234.835938
	Iteration 27Q: 3 clusters Score -486498.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -486502.375000 Penalty: 4234.835938
	Iteration 28Q: 3 clusters Score -486502.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -486504.781250 Penalty: 4234.835938
	Iteration 29Q: 3 clusters Score -486504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -486506.281250 Penalty: 4234.835938
	Iteration 30Q: 3 clusters Score -486506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -486506.531250 Penalty: 4234.835938
	Iteration 31Q: 3 clusters Score -486506.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -486506.718750 Penalty: 4234.835938
	Iteration 32Q: 3 clusters Score -486506.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -486506.437500 Penalty: 4234.835938
	Iteration 33Q: 3 clusters Score -486506.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -486506.437500 Penalty: 4234.835938
	Iteration 34F: 3 clusters Score -486506.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Entering Unmasked Estep 
Score: -1651071.500000 Penalty: 2405.454102
	Iteration 0F: 2 clusters Score -1651072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1639403.250000 Penalty: 4810.908203
	Iteration 0F: 3 clusters Score -1639403 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1643125.250000 Penalty: 4810.908203
	Iteration 1F: 3 clusters Score -1643125 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1643557.000000 Penalty: 4810.908203
	Iteration 2F: 3 clusters Score -1643557 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1643913.125000 Penalty: 4810.908203
	Iteration 3F: 3 clusters Score -1643913 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1644217.625000 Penalty: 4810.908203
	Iteration 4Q: 3 clusters Score -1644218 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1644471.500000 Penalty: 4810.908203
	Iteration 5Q: 3 clusters Score -1644472 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1644751.250000 Penalty: 4810.908203
	Iteration 6Q: 3 clusters Score -1644751 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1645162.750000 Penalty: 4810.908203
	Iteration 7Q: 3 clusters Score -1645163 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1645599.750000 Penalty: 4810.908203
	Iteration 8Q: 3 clusters Score -1645600 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1646138.500000 Penalty: 4810.908203
	Iteration 9Q: 3 clusters Score -1646138 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1646752.625000 Penalty: 4810.908203
	Iteration 10F: 3 clusters Score -1646753 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1647385.875000 Penalty: 4810.908203
	Iteration 11Q: 3 clusters Score -1647386 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1647875.750000 Penalty: 4810.908203
	Iteration 12Q: 3 clusters Score -1647876 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1648254.000000 Penalty: 4810.908203
	Iteration 13Q: 3 clusters Score -1648254 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1648503.625000 Penalty: 4810.908203
	Iteration 14Q: 3 clusters Score -1648504 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1648659.375000 Penalty: 4810.908203
	Iteration 15Q: 3 clusters Score -1648659 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1648780.125000 Penalty: 4810.908203
	Iteration 16Q: 3 clusters Score -1648780 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1648863.000000 Penalty: 4810.908203
	Iteration 17Q: 3 clusters Score -1648863 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1648924.500000 Penalty: 4810.908203
	Iteration 18Q: 3 clusters Score -1648924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1648985.875000 Penalty: 4810.908203
	Iteration 19Q: 3 clusters Score -1648986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1649024.000000 Penalty: 4810.908203
	Iteration 20F: 3 clusters Score -1649024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1649064.125000 Penalty: 4810.908203
	Iteration 21Q: 3 clusters Score -1649064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1649089.375000 Penalty: 4810.908203
	Iteration 22Q: 3 clusters Score -1649089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1649102.875000 Penalty: 4810.908203
	Iteration 23Q: 3 clusters Score -1649103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1649117.875000 Penalty: 4810.908203
	Iteration 24Q: 3 clusters Score -1649118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1649126.625000 Penalty: 4810.908203
	Iteration 25Q: 3 clusters Score -1649127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1649135.625000 Penalty: 4810.908203
	Iteration 26Q: 3 clusters Score -1649136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1649143.000000 Penalty: 4810.908203
	Iteration 27Q: 3 clusters Score -1649143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1649147.250000 Penalty: 4810.908203
	Iteration 28Q: 3 clusters Score -1649147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1649148.875000 Penalty: 4810.908203
	Iteration 29Q: 3 clusters Score -1649149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1649147.625000 Penalty: 4810.908203
	Iteration 30Q: 3 clusters Score -1649148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1649146.875000 Penalty: 4810.908203
	Iteration 31Q: 3 clusters Score -1649147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1649146.875000 Penalty: 4810.908203
	Iteration 32F: 3 clusters Score -1649147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Entering Unmasked Estep 
Score: -1360599.875000 Penalty: 2367.644775
	Iteration 0F: 2 clusters Score -1360600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1350410.375000 Penalty: 4735.289551
	Iteration 0F: 3 clusters Score -1350410 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1353703.000000 Penalty: 4735.289551
	Iteration 1F: 3 clusters Score -1353703 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1354162.125000 Penalty: 4735.289551
	Iteration 2F: 3 clusters Score -1354162 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1354596.000000 Penalty: 4735.289551
	Iteration 3F: 3 clusters Score -1354596 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1355036.500000 Penalty: 4735.289551
	Iteration 4F: 3 clusters Score -1355036 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1355636.375000 Penalty: 4735.289551
	Iteration 5F: 3 clusters Score -1355636 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1356364.500000 Penalty: 4735.289551
	Iteration 6F: 3 clusters Score -1356364 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1357114.125000 Penalty: 4735.289551
	Iteration 7F: 3 clusters Score -1357114 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1357769.500000 Penalty: 4735.289551
	Iteration 8F: 3 clusters Score -1357770 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1358241.875000 Penalty: 4735.289551
	Iteration 9Q: 3 clusters Score -1358242 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1358633.625000 Penalty: 4735.289551
	Iteration 10Q: 3 clusters Score -1358634 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1358920.000000 Penalty: 4735.289551
	Iteration 11Q: 3 clusters Score -1358920 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1359104.125000 Penalty: 4735.289551
	Iteration 12Q: 3 clusters Score -1359104 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1359255.875000 Penalty: 4735.289551
	Iteration 13Q: 3 clusters Score -1359256 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1359372.375000 Penalty: 4735.289551
	Iteration 14Q: 3 clusters Score -1359372 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1359447.625000 Penalty: 4735.289551
	Iteration 15Q: 3 clusters Score -1359448 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1359493.000000 Penalty: 4735.289551
	Iteration 16Q: 3 clusters Score -1359493 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1359518.625000 Penalty: 4735.289551
	Iteration 17Q: 3 clusters Score -1359519 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1359537.500000 Penalty: 4735.289551
	Iteration 18Q: 3 clusters Score -1359538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1359556.000000 Penalty: 4735.289551
	Iteration 19Q: 3 clusters Score -1359556 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1359573.500000 Penalty: 4735.289551
	Iteration 20F: 3 clusters Score -1359574 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1359593.375000 Penalty: 4735.289551
	Iteration 21Q: 3 clusters Score -1359593 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1359621.500000 Penalty: 4735.289551
	Iteration 22Q: 3 clusters Score -1359622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1359642.125000 Penalty: 4735.289551
	Iteration 23Q: 3 clusters Score -1359642 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1359663.625000 Penalty: 4735.289551
	Iteration 24Q: 3 clusters Score -1359664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1359684.375000 Penalty: 4735.289551
	Iteration 25Q: 3 clusters Score -1359684 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1359705.875000 Penalty: 4735.289551
	Iteration 26Q: 3 clusters Score -1359706 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1359724.625000 Penalty: 4735.289551
	Iteration 27Q: 3 clusters Score -1359725 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1359752.000000 Penalty: 4735.289551
	Iteration 28Q: 3 clusters Score -1359752 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1359777.250000 Penalty: 4735.289551
	Iteration 29Q: 3 clusters Score -1359777 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1359803.125000 Penalty: 4735.289551
	Iteration 30Q: 3 clusters Score -1359803 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1359834.625000 Penalty: 4735.289551
	Iteration 31Q: 3 clusters Score -1359835 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1359859.125000 Penalty: 4735.289551
	Iteration 32Q: 3 clusters Score -1359859 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1359882.750000 Penalty: 4735.289551
	Iteration 33Q: 3 clusters Score -1359883 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1359894.375000 Penalty: 4735.289551
	Iteration 34Q: 3 clusters Score -1359894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1359902.375000 Penalty: 4735.289551
	Iteration 35Q: 3 clusters Score -1359902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1359912.125000 Penalty: 4735.289551
	Iteration 36Q: 3 clusters Score -1359912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1359923.625000 Penalty: 4735.289551
	Iteration 37Q: 3 clusters Score -1359924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1359935.750000 Penalty: 4735.289551
	Iteration 38Q: 3 clusters Score -1359936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1359944.750000 Penalty: 4735.289551
	Iteration 39Q: 3 clusters Score -1359945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1359950.375000 Penalty: 4735.289551
	Iteration 40F: 3 clusters Score -1359950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1359960.375000 Penalty: 4735.289551
	Iteration 41Q: 3 clusters Score -1359960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1359968.125000 Penalty: 4735.289551
	Iteration 42Q: 3 clusters Score -1359968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1359973.250000 Penalty: 4735.289551
	Iteration 43Q: 3 clusters Score -1359973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1359971.875000 Penalty: 4735.289551
	Iteration 44Q: 3 clusters Score -1359972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1359980.000000 Penalty: 4735.289551
	Iteration 45Q: 3 clusters Score -1359980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1359983.125000 Penalty: 4735.289551
	Iteration 46Q: 3 clusters Score -1359983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1359986.625000 Penalty: 4735.289551
	Iteration 47Q: 3 clusters Score -1359987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1359988.125000 Penalty: 4735.289551
	Iteration 48Q: 3 clusters Score -1359988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1359989.625000 Penalty: 4735.289551
	Iteration 49Q: 3 clusters Score -1359990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1359989.375000 Penalty: 4735.289551
	Iteration 50Q: 3 clusters Score -1359989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1359991.875000 Penalty: 4735.289551
	Iteration 51Q: 3 clusters Score -1359992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1359991.875000 Penalty: 4735.289551
	Iteration 52Q: 3 clusters Score -1359992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1359991.875000 Penalty: 4735.289551
	Iteration 53F: 3 clusters Score -1359992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97841 members 
Entering Unmasked Estep 
Score: -10010407.000000 Penalty: 2849.792725
	Iteration 0F: 2 clusters Score -1.001041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -9944919.000000 Penalty: 5699.585449
	Iteration 0F: 3 clusters Score -9944919 nChanged 46354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -9970835.000000 Penalty: 5699.585449
	Iteration 1F: 3 clusters Score -9970835 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -9971514.000000 Penalty: 5699.585449
	Iteration 2Q: 3 clusters Score -9971514 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -9972348.000000 Penalty: 5699.585449
	Iteration 3Q: 3 clusters Score -9972348 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -9973487.000000 Penalty: 5699.585449
	Iteration 4Q: 3 clusters Score -9973487 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -9975522.000000 Penalty: 5699.585449
	Iteration 5Q: 3 clusters Score -9975522 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -9979229.000000 Penalty: 5699.585449
	Iteration 6F: 3 clusters Score -9979229 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 74392 members 
Entering Unmasked Estep 
Score: -9985363.000000 Penalty: 5699.585449
	Iteration 7F: 3 clusters Score -9985363 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -9993493.000000 Penalty: 5699.585449
	Iteration 8F: 3 clusters Score -9993493 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 90047 members 
Entering Unmasked Estep 
Score: -10000707.000000 Penalty: 5699.585449
	Iteration 9F: 3 clusters Score -1.000071e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 94268 members 
Entering Unmasked Estep 
Score: -10004871.000000 Penalty: 5699.585449
	Iteration 10Q: 3 clusters Score -1.000487e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 96184 members 
Entering Unmasked Estep 
Score: -10006639.000000 Penalty: 5699.585449
	Iteration 11Q: 3 clusters Score -1.000664e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 96969 members 
Entering Unmasked Estep 
Score: -10007411.000000 Penalty: 5699.585449
	Iteration 12Q: 3 clusters Score -1.000741e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 97230 members 
Entering Unmasked Estep 
Score: -10007692.000000 Penalty: 5699.585449
	Iteration 13Q: 3 clusters Score -1.000769e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 97321 members 
Entering Unmasked Estep 
Score: -10007817.000000 Penalty: 5699.585449
	Iteration 14Q: 3 clusters Score -1.000782e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 97371 members 
Entering Unmasked Estep 
Score: -10007887.000000 Penalty: 5699.585449
	Iteration 15Q: 3 clusters Score -1.000789e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 97400 members 
Entering Unmasked Estep 
Score: -10007912.000000 Penalty: 5699.585449
	Iteration 16Q: 3 clusters Score -1.000791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 97411 members 
Entering Unmasked Estep 
Score: -10007930.000000 Penalty: 5699.585449
	Iteration 17Q: 3 clusters Score -1.000793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 97419 members 
Entering Unmasked Estep 
Score: -10007933.000000 Penalty: 5699.585449
	Iteration 18Q: 3 clusters Score -1.000793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 97414 members 
Entering Unmasked Estep 
Score: -10007934.000000 Penalty: 5699.585449
	Iteration 19Q: 3 clusters Score -1.000793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 97413 members 
Entering Unmasked Estep 
Score: -10007937.000000 Penalty: 5699.585449
	Iteration 20F: 3 clusters Score -1.000794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -10007935.000000 Penalty: 5699.585449
	Iteration 21Q: 3 clusters Score -1.000794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -10007940.000000 Penalty: 5699.585449
	Iteration 22Q: 3 clusters Score -1.000794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 97423 members 
Entering Unmasked Estep 
Score: -10007936.000000 Penalty: 5699.585449
	Iteration 23Q: 3 clusters Score -1.000794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -10007939.000000 Penalty: 5699.585449
	Iteration 24Q: 3 clusters Score -1.000794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 97423 members 
Entering Unmasked Estep 
Score: -10007941.000000 Penalty: 5699.585449
	Iteration 25Q: 3 clusters Score -1.000794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -10007938.000000 Penalty: 5699.585449
	Iteration 26Q: 3 clusters Score -1.000794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 97425 members 
Entering Unmasked Estep 
Score: -10007944.000000 Penalty: 5699.585449
	Iteration 27Q: 3 clusters Score -1.000794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 97427 members 
Entering Unmasked Estep 
Score: -10007941.000000 Penalty: 5699.585449
	Iteration 28Q: 3 clusters Score -1.000794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -10007947.000000 Penalty: 5699.585449
	Iteration 29Q: 3 clusters Score -1.000795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -10007950.000000 Penalty: 5699.585449
	Iteration 30Q: 3 clusters Score -1.000795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 97431 members 
Entering Unmasked Estep 
Score: -10007956.000000 Penalty: 5699.585449
	Iteration 31Q: 3 clusters Score -1.000796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 97433 members 
Entering Unmasked Estep 
Score: -10007957.000000 Penalty: 5699.585449
	Iteration 32Q: 3 clusters Score -1.000796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 97435 members 
Entering Unmasked Estep 
Score: -10007961.000000 Penalty: 5699.585449
	Iteration 33Q: 3 clusters Score -1.000796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 97439 members 
Entering Unmasked Estep 
Score: -10007966.000000 Penalty: 5699.585449
	Iteration 34Q: 3 clusters Score -1.000797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 97448 members 
Entering Unmasked Estep 
Score: -10007968.000000 Penalty: 5699.585449
	Iteration 35Q: 3 clusters Score -1.000797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 97452 members 
Entering Unmasked Estep 
Score: -10007978.000000 Penalty: 5699.585449
	Iteration 36Q: 3 clusters Score -1.000798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 97454 members 
Entering Unmasked Estep 
Score: -10007985.000000 Penalty: 5699.585449
	Iteration 37Q: 3 clusters Score -1.000798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -10007982.000000 Penalty: 5699.585449
	Iteration 38Q: 3 clusters Score -1.000798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -10007982.000000 Penalty: 5699.585449
	Iteration 39F: 3 clusters Score -1.000798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Entering Unmasked Estep 
Score: -1370236.375000 Penalty: 2367.574219
	Iteration 0F: 2 clusters Score -1370236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1360066.000000 Penalty: 4735.148438
	Iteration 0F: 3 clusters Score -1360066 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1363302.250000 Penalty: 4735.148438
	Iteration 1F: 3 clusters Score -1363302 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1363706.875000 Penalty: 4735.148438
	Iteration 2F: 3 clusters Score -1363707 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1364098.375000 Penalty: 4735.148438
	Iteration 3F: 3 clusters Score -1364098 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1364461.625000 Penalty: 4735.148438
	Iteration 4Q: 3 clusters Score -1364462 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1364831.875000 Penalty: 4735.148438
	Iteration 5Q: 3 clusters Score -1364832 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1365158.000000 Penalty: 4735.148438
	Iteration 6Q: 3 clusters Score -1365158 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1365481.375000 Penalty: 4735.148438
	Iteration 7Q: 3 clusters Score -1365481 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1365788.250000 Penalty: 4735.148438
	Iteration 8Q: 3 clusters Score -1365788 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1366028.250000 Penalty: 4735.148438
	Iteration 9Q: 3 clusters Score -1366028 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1366273.625000 Penalty: 4735.148438
	Iteration 10Q: 3 clusters Score -1366274 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1366529.625000 Penalty: 4735.148438
	Iteration 11Q: 3 clusters Score -1366530 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1366777.375000 Penalty: 4735.148438
	Iteration 12Q: 3 clusters Score -1366777 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1366995.125000 Penalty: 4735.148438
	Iteration 13Q: 3 clusters Score -1366995 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1367225.000000 Penalty: 4735.148438
	Iteration 14Q: 3 clusters Score -1367225 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1367430.125000 Penalty: 4735.148438
	Iteration 15Q: 3 clusters Score -1367430 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1367603.125000 Penalty: 4735.148438
	Iteration 16Q: 3 clusters Score -1367603 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1367770.250000 Penalty: 4735.148438
	Iteration 17Q: 3 clusters Score -1367770 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1367913.125000 Penalty: 4735.148438
	Iteration 18Q: 3 clusters Score -1367913 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1368026.500000 Penalty: 4735.148438
	Iteration 19Q: 3 clusters Score -1368026 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1368101.000000 Penalty: 4735.148438
	Iteration 20F: 3 clusters Score -1368101 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1368169.500000 Penalty: 4735.148438
	Iteration 21Q: 3 clusters Score -1368170 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1368215.250000 Penalty: 4735.148438
	Iteration 22Q: 3 clusters Score -1368215 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1368254.000000 Penalty: 4735.148438
	Iteration 23Q: 3 clusters Score -1368254 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1368287.875000 Penalty: 4735.148438
	Iteration 24Q: 3 clusters Score -1368288 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1368307.625000 Penalty: 4735.148438
	Iteration 25Q: 3 clusters Score -1368308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1368326.000000 Penalty: 4735.148438
	Iteration 26Q: 3 clusters Score -1368326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1368339.000000 Penalty: 4735.148438
	Iteration 27Q: 3 clusters Score -1368339 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1368361.875000 Penalty: 4735.148438
	Iteration 28Q: 3 clusters Score -1368362 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1368379.375000 Penalty: 4735.148438
	Iteration 29Q: 3 clusters Score -1368379 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1368388.000000 Penalty: 4735.148438
	Iteration 30Q: 3 clusters Score -1368388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1368405.250000 Penalty: 4735.148438
	Iteration 31Q: 3 clusters Score -1368405 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1368417.250000 Penalty: 4735.148438
	Iteration 32Q: 3 clusters Score -1368417 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1368420.625000 Penalty: 4735.148438
	Iteration 33Q: 3 clusters Score -1368421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1368434.250000 Penalty: 4735.148438
	Iteration 34Q: 3 clusters Score -1368434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1368451.875000 Penalty: 4735.148438
	Iteration 35Q: 3 clusters Score -1368452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1368468.875000 Penalty: 4735.148438
	Iteration 36Q: 3 clusters Score -1368469 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1368486.125000 Penalty: 4735.148438
	Iteration 37Q: 3 clusters Score -1368486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1368495.375000 Penalty: 4735.148438
	Iteration 38Q: 3 clusters Score -1368495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1368505.000000 Penalty: 4735.148438
	Iteration 39Q: 3 clusters Score -1368505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1368515.750000 Penalty: 4735.148438
	Iteration 40F: 3 clusters Score -1368516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1368525.750000 Penalty: 4735.148438
	Iteration 41Q: 3 clusters Score -1368526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1368532.250000 Penalty: 4735.148438
	Iteration 42Q: 3 clusters Score -1368532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1368538.250000 Penalty: 4735.148438
	Iteration 43Q: 3 clusters Score -1368538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1368542.750000 Penalty: 4735.148438
	Iteration 44Q: 3 clusters Score -1368543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1368552.625000 Penalty: 4735.148438
	Iteration 45Q: 3 clusters Score -1368553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1368566.375000 Penalty: 4735.148438
	Iteration 46Q: 3 clusters Score -1368566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1368572.500000 Penalty: 4735.148438
	Iteration 47Q: 3 clusters Score -1368572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1368582.875000 Penalty: 4735.148438
	Iteration 48Q: 3 clusters Score -1368583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1368587.750000 Penalty: 4735.148438
	Iteration 49Q: 3 clusters Score -1368588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1368593.500000 Penalty: 4735.148438
	Iteration 50Q: 3 clusters Score -1368594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1368595.875000 Penalty: 4735.148438
	Iteration 51Q: 3 clusters Score -1368596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1368602.625000 Penalty: 4735.148438
	Iteration 52Q: 3 clusters Score -1368603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1368606.750000 Penalty: 4735.148438
	Iteration 53Q: 3 clusters Score -1368607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1368612.125000 Penalty: 4735.148438
	Iteration 54Q: 3 clusters Score -1368612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1368617.875000 Penalty: 4735.148438
	Iteration 55Q: 3 clusters Score -1368618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1368627.250000 Penalty: 4735.148438
	Iteration 56Q: 3 clusters Score -1368627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1368635.000000 Penalty: 4735.148438
	Iteration 57Q: 3 clusters Score -1368635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1368646.125000 Penalty: 4735.148438
	Iteration 58Q: 3 clusters Score -1368646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1368661.625000 Penalty: 4735.148438
	Iteration 59Q: 3 clusters Score -1368662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1368672.500000 Penalty: 4735.148438
	Iteration 60F: 3 clusters Score -1368672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1368685.875000 Penalty: 4735.148438
	Iteration 61Q: 3 clusters Score -1368686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1368700.750000 Penalty: 4735.148438
	Iteration 62Q: 3 clusters Score -1368701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1368710.625000 Penalty: 4735.148438
	Iteration 63Q: 3 clusters Score -1368711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1368721.500000 Penalty: 4735.148438
	Iteration 64Q: 3 clusters Score -1368722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1368727.125000 Penalty: 4735.148438
	Iteration 65Q: 3 clusters Score -1368727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1368737.750000 Penalty: 4735.148438
	Iteration 66Q: 3 clusters Score -1368738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1368744.625000 Penalty: 4735.148438
	Iteration 67Q: 3 clusters Score -1368745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1368742.750000 Penalty: 4735.148438
	Iteration 68Q: 3 clusters Score -1368743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1368748.250000 Penalty: 4735.148438
	Iteration 69Q: 3 clusters Score -1368748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1368755.750000 Penalty: 4735.148438
	Iteration 70Q: 3 clusters Score -1368756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1368759.875000 Penalty: 4735.148438
	Iteration 71Q: 3 clusters Score -1368760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1368763.750000 Penalty: 4735.148438
	Iteration 72Q: 3 clusters Score -1368764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1368766.125000 Penalty: 4735.148438
	Iteration 73Q: 3 clusters Score -1368766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1368765.750000 Penalty: 4735.148438
	Iteration 74Q: 3 clusters Score -1368766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1368770.750000 Penalty: 4735.148438
	Iteration 75Q: 3 clusters Score -1368771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1368771.125000 Penalty: 4735.148438
	Iteration 76Q: 3 clusters Score -1368771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1368771.125000 Penalty: 4735.148438
	Iteration 77Q: 3 clusters Score -1368771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1368771.375000 Penalty: 4735.148438
	Iteration 78Q: 3 clusters Score -1368771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1368774.125000 Penalty: 4735.148438
	Iteration 79Q: 3 clusters Score -1368774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1368773.750000 Penalty: 4735.148438
	Iteration 80F: 3 clusters Score -1368774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1368774.375000 Penalty: 4735.148438
	Iteration 81Q: 3 clusters Score -1368774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1368773.750000 Penalty: 4735.148438
	Iteration 82Q: 3 clusters Score -1368774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1368773.750000 Penalty: 4735.148438
	Iteration 83F: 3 clusters Score -1368774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Entering Unmasked Estep 
Score: -4490368.500000 Penalty: 2653.304199
	Iteration 0F: 2 clusters Score -4490368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -4460278.000000 Penalty: 5306.608398
	Iteration 0F: 3 clusters Score -4460278 nChanged 20399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -4471469.500000 Penalty: 5306.608398
	Iteration 1F: 3 clusters Score -4471470 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -4471949.000000 Penalty: 5306.608398
	Iteration 2Q: 3 clusters Score -4471949 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -4472367.500000 Penalty: 5306.608398
	Iteration 3Q: 3 clusters Score -4472368 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -4472758.000000 Penalty: 5306.608398
	Iteration 4Q: 3 clusters Score -4472758 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -4473048.000000 Penalty: 5306.608398
	Iteration 5Q: 3 clusters Score -4473048 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -4473299.000000 Penalty: 5306.608398
	Iteration 6Q: 3 clusters Score -4473299 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -4473566.000000 Penalty: 5306.608398
	Iteration 7Q: 3 clusters Score -4473566 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -4473822.000000 Penalty: 5306.608398
	Iteration 8Q: 3 clusters Score -4473822 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -4474038.500000 Penalty: 5306.608398
	Iteration 9Q: 3 clusters Score -4474038 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -4474369.500000 Penalty: 5306.608398
	Iteration 10Q: 3 clusters Score -4474370 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -4474733.500000 Penalty: 5306.608398
	Iteration 11Q: 3 clusters Score -4474734 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -4475284.500000 Penalty: 5306.608398
	Iteration 12Q: 3 clusters Score -4475284 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -4476110.500000 Penalty: 5306.608398
	Iteration 13Q: 3 clusters Score -4476110 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -4477249.000000 Penalty: 5306.608398
	Iteration 14Q: 3 clusters Score -4477249 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -4478653.000000 Penalty: 5306.608398
	Iteration 15Q: 3 clusters Score -4478653 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -4479965.000000 Penalty: 5306.608398
	Iteration 16Q: 3 clusters Score -4479965 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -4480816.000000 Penalty: 5306.608398
	Iteration 17Q: 3 clusters Score -4480816 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -4481270.000000 Penalty: 5306.608398
	Iteration 18Q: 3 clusters Score -4481270 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -4481578.000000 Penalty: 5306.608398
	Iteration 19Q: 3 clusters Score -4481578 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -4481802.500000 Penalty: 5306.608398
	Iteration 20F: 3 clusters Score -4481802 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -4482019.000000 Penalty: 5306.608398
	Iteration 21Q: 3 clusters Score -4482019 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -4482213.000000 Penalty: 5306.608398
	Iteration 22Q: 3 clusters Score -4482213 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4482505.500000 Penalty: 5306.608398
	Iteration 23Q: 3 clusters Score -4482506 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4482786.000000 Penalty: 5306.608398
	Iteration 24Q: 3 clusters Score -4482786 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -4483095.000000 Penalty: 5306.608398
	Iteration 25Q: 3 clusters Score -4483095 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -4483441.000000 Penalty: 5306.608398
	Iteration 26Q: 3 clusters Score -4483441 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4483800.000000 Penalty: 5306.608398
	Iteration 27Q: 3 clusters Score -4483800 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -4484183.000000 Penalty: 5306.608398
	Iteration 28Q: 3 clusters Score -4484183 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -4484575.500000 Penalty: 5306.608398
	Iteration 29Q: 3 clusters Score -4484576 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -4485003.500000 Penalty: 5306.608398
	Iteration 30Q: 3 clusters Score -4485004 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -4485424.000000 Penalty: 5306.608398
	Iteration 31Q: 3 clusters Score -4485424 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -4485840.500000 Penalty: 5306.608398
	Iteration 32Q: 3 clusters Score -4485840 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -4486245.000000 Penalty: 5306.608398
	Iteration 33Q: 3 clusters Score -4486245 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -4486619.500000 Penalty: 5306.608398
	Iteration 34Q: 3 clusters Score -4486620 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -4486914.000000 Penalty: 5306.608398
	Iteration 35Q: 3 clusters Score -4486914 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -4487138.000000 Penalty: 5306.608398
	Iteration 36Q: 3 clusters Score -4487138 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -4487317.000000 Penalty: 5306.608398
	Iteration 37Q: 3 clusters Score -4487317 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -4487444.500000 Penalty: 5306.608398
	Iteration 38Q: 3 clusters Score -4487444 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -4487532.000000 Penalty: 5306.608398
	Iteration 39Q: 3 clusters Score -4487532 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -4487612.500000 Penalty: 5306.608398
	Iteration 40F: 3 clusters Score -4487612 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -4487678.000000 Penalty: 5306.608398
	Iteration 41Q: 3 clusters Score -4487678 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -4487717.000000 Penalty: 5306.608398
	Iteration 42Q: 3 clusters Score -4487717 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -4487764.000000 Penalty: 5306.608398
	Iteration 43Q: 3 clusters Score -4487764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -4487806.000000 Penalty: 5306.608398
	Iteration 44Q: 3 clusters Score -4487806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -4487818.500000 Penalty: 5306.608398
	Iteration 45Q: 3 clusters Score -4487818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -4487850.500000 Penalty: 5306.608398
	Iteration 46Q: 3 clusters Score -4487850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -4487882.500000 Penalty: 5306.608398
	Iteration 47Q: 3 clusters Score -4487882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -4487907.500000 Penalty: 5306.608398
	Iteration 48Q: 3 clusters Score -4487908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -4487926.000000 Penalty: 5306.608398
	Iteration 49Q: 3 clusters Score -4487926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -4487929.000000 Penalty: 5306.608398
	Iteration 50Q: 3 clusters Score -4487929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -4487943.000000 Penalty: 5306.608398
	Iteration 51Q: 3 clusters Score -4487943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -4487958.000000 Penalty: 5306.608398
	Iteration 52Q: 3 clusters Score -4487958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -4487968.500000 Penalty: 5306.608398
	Iteration 53Q: 3 clusters Score -4487968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -4487980.000000 Penalty: 5306.608398
	Iteration 54Q: 3 clusters Score -4487980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -4487989.000000 Penalty: 5306.608398
	Iteration 55Q: 3 clusters Score -4487989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -4488005.500000 Penalty: 5306.608398
	Iteration 56Q: 3 clusters Score -4488006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -4488017.500000 Penalty: 5306.608398
	Iteration 57Q: 3 clusters Score -4488018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -4488025.000000 Penalty: 5306.608398
	Iteration 58Q: 3 clusters Score -4488025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -4488031.000000 Penalty: 5306.608398
	Iteration 59Q: 3 clusters Score -4488031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -4488037.000000 Penalty: 5306.608398
	Iteration 60F: 3 clusters Score -4488037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -4488041.000000 Penalty: 5306.608398
	Iteration 61Q: 3 clusters Score -4488041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -4488041.000000 Penalty: 5306.608398
	Iteration 62Q: 3 clusters Score -4488041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -4488042.000000 Penalty: 5306.608398
	Iteration 63Q: 3 clusters Score -4488042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -4488048.500000 Penalty: 5306.608398
	Iteration 64Q: 3 clusters Score -4488048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -4488053.500000 Penalty: 5306.608398
	Iteration 65Q: 3 clusters Score -4488054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -4488062.000000 Penalty: 5306.608398
	Iteration 66Q: 3 clusters Score -4488062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -4488067.500000 Penalty: 5306.608398
	Iteration 67Q: 3 clusters Score -4488068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -4488069.000000 Penalty: 5306.608398
	Iteration 68Q: 3 clusters Score -4488069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -4488075.500000 Penalty: 5306.608398
	Iteration 69Q: 3 clusters Score -4488076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -4488072.500000 Penalty: 5306.608398
	Iteration 70Q: 3 clusters Score -4488072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -4488072.500000 Penalty: 5306.608398
	Iteration 71F: 3 clusters Score -4488072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Entering Unmasked Estep 
Score: -1120308.750000 Penalty: 2312.380615
	Iteration 0F: 2 clusters Score -1120309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1111879.625000 Penalty: 4624.761230
	Iteration 0F: 3 clusters Score -1111880 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1114539.125000 Penalty: 4624.761230
	Iteration 1F: 3 clusters Score -1114539 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1114987.750000 Penalty: 4624.761230
	Iteration 2F: 3 clusters Score -1114988 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1115470.750000 Penalty: 4624.761230
	Iteration 3F: 3 clusters Score -1115471 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1116043.250000 Penalty: 4624.761230
	Iteration 4F: 3 clusters Score -1116043 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1116629.250000 Penalty: 4624.761230
	Iteration 5F: 3 clusters Score -1116629 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1117205.875000 Penalty: 4624.761230
	Iteration 6F: 3 clusters Score -1117206 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1117713.125000 Penalty: 4624.761230
	Iteration 7F: 3 clusters Score -1117713 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1118143.250000 Penalty: 4624.761230
	Iteration 8Q: 3 clusters Score -1118143 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1118467.250000 Penalty: 4624.761230
	Iteration 9Q: 3 clusters Score -1118467 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1118666.875000 Penalty: 4624.761230
	Iteration 10Q: 3 clusters Score -1118667 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1118793.000000 Penalty: 4624.761230
	Iteration 11Q: 3 clusters Score -1118793 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1118840.750000 Penalty: 4624.761230
	Iteration 12Q: 3 clusters Score -1118841 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1118874.000000 Penalty: 4624.761230
	Iteration 13Q: 3 clusters Score -1118874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1118888.375000 Penalty: 4624.761230
	Iteration 14Q: 3 clusters Score -1118888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1118897.000000 Penalty: 4624.761230
	Iteration 15Q: 3 clusters Score -1118897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1118906.250000 Penalty: 4624.761230
	Iteration 16Q: 3 clusters Score -1118906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1118911.000000 Penalty: 4624.761230
	Iteration 17Q: 3 clusters Score -1118911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1118913.750000 Penalty: 4624.761230
	Iteration 18Q: 3 clusters Score -1118914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1118917.500000 Penalty: 4624.761230
	Iteration 19Q: 3 clusters Score -1118918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1118916.250000 Penalty: 4624.761230
	Iteration 20F: 3 clusters Score -1118916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1118922.375000 Penalty: 4624.761230
	Iteration 21Q: 3 clusters Score -1118922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1118924.000000 Penalty: 4624.761230
	Iteration 22Q: 3 clusters Score -1118924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1118929.375000 Penalty: 4624.761230
	Iteration 23Q: 3 clusters Score -1118929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1118930.500000 Penalty: 4624.761230
	Iteration 24Q: 3 clusters Score -1118930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1118932.625000 Penalty: 4624.761230
	Iteration 25Q: 3 clusters Score -1118933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1118933.750000 Penalty: 4624.761230
	Iteration 26Q: 3 clusters Score -1118934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1118935.125000 Penalty: 4624.761230
	Iteration 27Q: 3 clusters Score -1118935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1118934.500000 Penalty: 4624.761230
	Iteration 28Q: 3 clusters Score -1118934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1118934.500000 Penalty: 4624.761230
	Iteration 29F: 3 clusters Score -1118934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Entering Unmasked Estep 
Score: -2551901.750000 Penalty: 2509.951904
	Iteration 0F: 2 clusters Score -2551902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2534593.500000 Penalty: 5019.903809
	Iteration 0F: 3 clusters Score -2534594 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2540646.000000 Penalty: 5019.903809
	Iteration 1F: 3 clusters Score -2540646 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2541079.000000 Penalty: 5019.903809
	Iteration 2F: 3 clusters Score -2541079 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2541504.500000 Penalty: 5019.903809
	Iteration 3Q: 3 clusters Score -2541504 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2541946.500000 Penalty: 5019.903809
	Iteration 4Q: 3 clusters Score -2541946 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2542424.000000 Penalty: 5019.903809
	Iteration 5Q: 3 clusters Score -2542424 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2542911.000000 Penalty: 5019.903809
	Iteration 6Q: 3 clusters Score -2542911 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2543462.000000 Penalty: 5019.903809
	Iteration 7Q: 3 clusters Score -2543462 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2544078.000000 Penalty: 5019.903809
	Iteration 8Q: 3 clusters Score -2544078 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2544844.250000 Penalty: 5019.903809
	Iteration 9Q: 3 clusters Score -2544844 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2545698.750000 Penalty: 5019.903809
	Iteration 10Q: 3 clusters Score -2545699 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2546598.250000 Penalty: 5019.903809
	Iteration 11Q: 3 clusters Score -2546598 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2547265.250000 Penalty: 5019.903809
	Iteration 12Q: 3 clusters Score -2547265 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2547704.500000 Penalty: 5019.903809
	Iteration 13Q: 3 clusters Score -2547704 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2547962.250000 Penalty: 5019.903809
	Iteration 14Q: 3 clusters Score -2547962 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2548103.500000 Penalty: 5019.903809
	Iteration 15Q: 3 clusters Score -2548104 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2548229.500000 Penalty: 5019.903809
	Iteration 16Q: 3 clusters Score -2548230 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2548333.000000 Penalty: 5019.903809
	Iteration 17Q: 3 clusters Score -2548333 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2548419.500000 Penalty: 5019.903809
	Iteration 18Q: 3 clusters Score -2548420 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2548499.250000 Penalty: 5019.903809
	Iteration 19Q: 3 clusters Score -2548499 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2548558.750000 Penalty: 5019.903809
	Iteration 20F: 3 clusters Score -2548559 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2548626.250000 Penalty: 5019.903809
	Iteration 21Q: 3 clusters Score -2548626 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2548700.000000 Penalty: 5019.903809
	Iteration 22Q: 3 clusters Score -2548700 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2548759.250000 Penalty: 5019.903809
	Iteration 23Q: 3 clusters Score -2548759 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2548812.250000 Penalty: 5019.903809
	Iteration 24Q: 3 clusters Score -2548812 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -2548876.000000 Penalty: 5019.903809
	Iteration 25Q: 3 clusters Score -2548876 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2548921.250000 Penalty: 5019.903809
	Iteration 26Q: 3 clusters Score -2548921 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -2548976.500000 Penalty: 5019.903809
	Iteration 27Q: 3 clusters Score -2548976 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2549020.250000 Penalty: 5019.903809
	Iteration 28Q: 3 clusters Score -2549020 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2549060.750000 Penalty: 5019.903809
	Iteration 29Q: 3 clusters Score -2549061 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2549091.000000 Penalty: 5019.903809
	Iteration 30Q: 3 clusters Score -2549091 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2549122.750000 Penalty: 5019.903809
	Iteration 31Q: 3 clusters Score -2549123 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -2549157.500000 Penalty: 5019.903809
	Iteration 32Q: 3 clusters Score -2549158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -2549209.000000 Penalty: 5019.903809
	Iteration 33Q: 3 clusters Score -2549209 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -2549251.500000 Penalty: 5019.903809
	Iteration 34Q: 3 clusters Score -2549252 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -2549300.000000 Penalty: 5019.903809
	Iteration 35Q: 3 clusters Score -2549300 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -2549345.750000 Penalty: 5019.903809
	Iteration 36Q: 3 clusters Score -2549346 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2549389.500000 Penalty: 5019.903809
	Iteration 37Q: 3 clusters Score -2549390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2549427.000000 Penalty: 5019.903809
	Iteration 38Q: 3 clusters Score -2549427 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -2549461.250000 Penalty: 5019.903809
	Iteration 39Q: 3 clusters Score -2549461 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2549483.250000 Penalty: 5019.903809
	Iteration 40F: 3 clusters Score -2549483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -2549510.750000 Penalty: 5019.903809
	Iteration 41Q: 3 clusters Score -2549511 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2549541.750000 Penalty: 5019.903809
	Iteration 42Q: 3 clusters Score -2549542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2549553.750000 Penalty: 5019.903809
	Iteration 43Q: 3 clusters Score -2549554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -2549571.500000 Penalty: 5019.903809
	Iteration 44Q: 3 clusters Score -2549572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -2549578.750000 Penalty: 5019.903809
	Iteration 45Q: 3 clusters Score -2549579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2549589.500000 Penalty: 5019.903809
	Iteration 46Q: 3 clusters Score -2549590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -2549611.250000 Penalty: 5019.903809
	Iteration 47Q: 3 clusters Score -2549611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -2549617.250000 Penalty: 5019.903809
	Iteration 48Q: 3 clusters Score -2549617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2549630.750000 Penalty: 5019.903809
	Iteration 49Q: 3 clusters Score -2549631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2549646.250000 Penalty: 5019.903809
	Iteration 50Q: 3 clusters Score -2549646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -2549655.750000 Penalty: 5019.903809
	Iteration 51Q: 3 clusters Score -2549656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -2549662.750000 Penalty: 5019.903809
	Iteration 52Q: 3 clusters Score -2549663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -2549679.500000 Penalty: 5019.903809
	Iteration 53Q: 3 clusters Score -2549680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2549686.750000 Penalty: 5019.903809
	Iteration 54Q: 3 clusters Score -2549687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2549704.250000 Penalty: 5019.903809
	Iteration 55Q: 3 clusters Score -2549704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -2549720.500000 Penalty: 5019.903809
	Iteration 56Q: 3 clusters Score -2549720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2549734.750000 Penalty: 5019.903809
	Iteration 57Q: 3 clusters Score -2549735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -2549743.500000 Penalty: 5019.903809
	Iteration 58Q: 3 clusters Score -2549744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2549751.750000 Penalty: 5019.903809
	Iteration 59Q: 3 clusters Score -2549752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2549768.500000 Penalty: 5019.903809
	Iteration 60F: 3 clusters Score -2549768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2549773.500000 Penalty: 5019.903809
	Iteration 61Q: 3 clusters Score -2549774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -2549781.250000 Penalty: 5019.903809
	Iteration 62Q: 3 clusters Score -2549781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -2549785.750000 Penalty: 5019.903809
	Iteration 63Q: 3 clusters Score -2549786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -2549788.500000 Penalty: 5019.903809
	Iteration 64Q: 3 clusters Score -2549788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2549786.250000 Penalty: 5019.903809
	Iteration 65Q: 3 clusters Score -2549786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2549795.000000 Penalty: 5019.903809
	Iteration 66Q: 3 clusters Score -2549795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2549797.000000 Penalty: 5019.903809
	Iteration 67Q: 3 clusters Score -2549797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -2549801.250000 Penalty: 5019.903809
	Iteration 68Q: 3 clusters Score -2549801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -2549801.500000 Penalty: 5019.903809
	Iteration 69Q: 3 clusters Score -2549802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -2549802.500000 Penalty: 5019.903809
	Iteration 70Q: 3 clusters Score -2549802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2549802.500000 Penalty: 5019.903809
	Iteration 71Q: 3 clusters Score -2549802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2549802.500000 Penalty: 5019.903809
	Iteration 72F: 3 clusters Score -2549802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Entering Unmasked Estep 
Score: -1530173.625000 Penalty: 2394.589600
	Iteration 0F: 2 clusters Score -1530174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1519021.500000 Penalty: 4789.179199
	Iteration 0F: 3 clusters Score -1519022 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1523069.000000 Penalty: 4789.179199
	Iteration 1F: 3 clusters Score -1523069 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1523924.250000 Penalty: 4789.179199
	Iteration 2F: 3 clusters Score -1523924 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1524827.000000 Penalty: 4789.179199
	Iteration 3F: 3 clusters Score -1524827 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1525731.500000 Penalty: 4789.179199
	Iteration 4F: 3 clusters Score -1525732 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1526501.000000 Penalty: 4789.179199
	Iteration 5F: 3 clusters Score -1526501 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1527096.625000 Penalty: 4789.179199
	Iteration 6F: 3 clusters Score -1527097 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1527534.500000 Penalty: 4789.179199
	Iteration 7Q: 3 clusters Score -1527534 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1527812.250000 Penalty: 4789.179199
	Iteration 8Q: 3 clusters Score -1527812 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1528044.875000 Penalty: 4789.179199
	Iteration 9Q: 3 clusters Score -1528045 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1528175.500000 Penalty: 4789.179199
	Iteration 10Q: 3 clusters Score -1528176 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1528257.375000 Penalty: 4789.179199
	Iteration 11Q: 3 clusters Score -1528257 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1528331.125000 Penalty: 4789.179199
	Iteration 12Q: 3 clusters Score -1528331 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1528380.125000 Penalty: 4789.179199
	Iteration 13Q: 3 clusters Score -1528380 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1528404.625000 Penalty: 4789.179199
	Iteration 14Q: 3 clusters Score -1528405 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1528431.875000 Penalty: 4789.179199
	Iteration 15Q: 3 clusters Score -1528432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1528452.875000 Penalty: 4789.179199
	Iteration 16Q: 3 clusters Score -1528453 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1528471.875000 Penalty: 4789.179199
	Iteration 17Q: 3 clusters Score -1528472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1528483.750000 Penalty: 4789.179199
	Iteration 18Q: 3 clusters Score -1528484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1528501.875000 Penalty: 4789.179199
	Iteration 19Q: 3 clusters Score -1528502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1528519.000000 Penalty: 4789.179199
	Iteration 20F: 3 clusters Score -1528519 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1528528.250000 Penalty: 4789.179199
	Iteration 21Q: 3 clusters Score -1528528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1528545.500000 Penalty: 4789.179199
	Iteration 22Q: 3 clusters Score -1528546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1528561.000000 Penalty: 4789.179199
	Iteration 23Q: 3 clusters Score -1528561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1528568.375000 Penalty: 4789.179199
	Iteration 24Q: 3 clusters Score -1528568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1528573.875000 Penalty: 4789.179199
	Iteration 25Q: 3 clusters Score -1528574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1528575.375000 Penalty: 4789.179199
	Iteration 26Q: 3 clusters Score -1528575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1528578.500000 Penalty: 4789.179199
	Iteration 27Q: 3 clusters Score -1528578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1528576.625000 Penalty: 4789.179199
	Iteration 28Q: 3 clusters Score -1528577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1528580.125000 Penalty: 4789.179199
	Iteration 29Q: 3 clusters Score -1528580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1528578.875000 Penalty: 4789.179199
	Iteration 30Q: 3 clusters Score -1528579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1528582.875000 Penalty: 4789.179199
	Iteration 31Q: 3 clusters Score -1528583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1528588.625000 Penalty: 4789.179199
	Iteration 32Q: 3 clusters Score -1528589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1528593.250000 Penalty: 4789.179199
	Iteration 33Q: 3 clusters Score -1528593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1528590.500000 Penalty: 4789.179199
	Iteration 34Q: 3 clusters Score -1528590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1528592.250000 Penalty: 4789.179199
	Iteration 35Q: 3 clusters Score -1528592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1528592.000000 Penalty: 4789.179199
	Iteration 36Q: 3 clusters Score -1528592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1528589.875000 Penalty: 4789.179199
	Iteration 37Q: 3 clusters Score -1528590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1528591.375000 Penalty: 4789.179199
	Iteration 38Q: 3 clusters Score -1528591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1528596.000000 Penalty: 4789.179199
	Iteration 39Q: 3 clusters Score -1528596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1528597.625000 Penalty: 4789.179199
	Iteration 40F: 3 clusters Score -1528598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1528603.500000 Penalty: 4789.179199
	Iteration 41Q: 3 clusters Score -1528604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1528603.125000 Penalty: 4789.179199
	Iteration 42Q: 3 clusters Score -1528603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1528600.500000 Penalty: 4789.179199
	Iteration 43Q: 3 clusters Score -1528600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1528605.000000 Penalty: 4789.179199
	Iteration 44Q: 3 clusters Score -1528605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1528604.250000 Penalty: 4789.179199
	Iteration 45Q: 3 clusters Score -1528604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1528604.250000 Penalty: 4789.179199
	Iteration 46F: 3 clusters Score -1528604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (199687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199687 members 
Entering Unmasked Estep 
Score: -20130976.000000 Penalty: 3026.717773
	Iteration 0F: 2 clusters Score -2.013098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99773 members 
Mstep: Class 2 contains 99914 members 
Entering Unmasked Estep 
Score: -19997386.000000 Penalty: 6053.435547
	Iteration 0F: 3 clusters Score -1.999739e+07 nChanged 95833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98370 members 
Mstep: Class 2 contains 101317 members 
Entering Unmasked Estep 
Score: -20053738.000000 Penalty: 6053.435547
	Iteration 1F: 3 clusters Score -2.005374e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97642 members 
Mstep: Class 2 contains 102045 members 
Entering Unmasked Estep 
Score: -20054642.000000 Penalty: 6053.435547
	Iteration 2Q: 3 clusters Score -2.005464e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96522 members 
Mstep: Class 2 contains 103165 members 
Entering Unmasked Estep 
Score: -20055728.000000 Penalty: 6053.435547
	Iteration 3Q: 3 clusters Score -2.005573e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94817 members 
Mstep: Class 2 contains 104870 members 
Entering Unmasked Estep 
Score: -20057024.000000 Penalty: 6053.435547
	Iteration 4Q: 3 clusters Score -2.005702e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92295 members 
Mstep: Class 2 contains 107392 members 
Entering Unmasked Estep 
Score: -20058364.000000 Penalty: 6053.435547
	Iteration 5Q: 3 clusters Score -2.005836e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88618 members 
Mstep: Class 2 contains 111069 members 
Entering Unmasked Estep 
Score: -20060360.000000 Penalty: 6053.435547
	Iteration 6Q: 3 clusters Score -2.006036e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83194 members 
Mstep: Class 2 contains 116493 members 
Entering Unmasked Estep 
Score: -20063436.000000 Penalty: 6053.435547
	Iteration 7Q: 3 clusters Score -2.006344e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 124096 members 
Entering Unmasked Estep 
Score: -20068724.000000 Penalty: 6053.435547
	Iteration 8Q: 3 clusters Score -2.006872e+07 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 134071 members 
Entering Unmasked Estep 
Score: -20076732.000000 Penalty: 6053.435547
	Iteration 9F: 3 clusters Score -2.007673e+07 nChanged 12681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 145566 members 
Entering Unmasked Estep 
Score: -20087088.000000 Penalty: 6053.435547
	Iteration 10F: 3 clusters Score -2.008709e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 156633 members 
Entering Unmasked Estep 
Score: -20097086.000000 Penalty: 6053.435547
	Iteration 11F: 3 clusters Score -2.009709e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 165893 members 
Entering Unmasked Estep 
Score: -20105118.000000 Penalty: 6053.435547
	Iteration 12F: 3 clusters Score -2.010512e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 173322 members 
Entering Unmasked Estep 
Score: -20110872.000000 Penalty: 6053.435547
	Iteration 13Q: 3 clusters Score -2.011087e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 179449 members 
Entering Unmasked Estep 
Score: -20115286.000000 Penalty: 6053.435547
	Iteration 14Q: 3 clusters Score -2.011529e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 184508 members 
Entering Unmasked Estep 
Score: -20118948.000000 Penalty: 6053.435547
	Iteration 15Q: 3 clusters Score -2.011895e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 188655 members 
Entering Unmasked Estep 
Score: -20121794.000000 Penalty: 6053.435547
	Iteration 16Q: 3 clusters Score -2.012179e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 191891 members 
Entering Unmasked Estep 
Score: -20124042.000000 Penalty: 6053.435547
	Iteration 17Q: 3 clusters Score -2.012404e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 194267 members 
Entering Unmasked Estep 
Score: -20125758.000000 Penalty: 6053.435547
	Iteration 18Q: 3 clusters Score -2.012576e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 195945 members 
Entering Unmasked Estep 
Score: -20126884.000000 Penalty: 6053.435547
	Iteration 19Q: 3 clusters Score -2.012688e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 196972 members 
Entering Unmasked Estep 
Score: -20127532.000000 Penalty: 6053.435547
	Iteration 20F: 3 clusters Score -2.012753e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 197631 members 
Entering Unmasked Estep 
Score: -20128032.000000 Penalty: 6053.435547
	Iteration 21Q: 3 clusters Score -2.012803e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 198039 members 
Entering Unmasked Estep 
Score: -20128278.000000 Penalty: 6053.435547
	Iteration 22Q: 3 clusters Score -2.012828e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 198275 members 
Entering Unmasked Estep 
Score: -20128446.000000 Penalty: 6053.435547
	Iteration 23Q: 3 clusters Score -2.012845e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 198425 members 
Entering Unmasked Estep 
Score: -20128514.000000 Penalty: 6053.435547
	Iteration 24Q: 3 clusters Score -2.012851e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 198517 members 
Entering Unmasked Estep 
Score: -20128588.000000 Penalty: 6053.435547
	Iteration 25Q: 3 clusters Score -2.012859e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 198585 members 
Entering Unmasked Estep 
Score: -20128690.000000 Penalty: 6053.435547
	Iteration 26Q: 3 clusters Score -2.012869e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 198638 members 
Entering Unmasked Estep 
Score: -20128730.000000 Penalty: 6053.435547
	Iteration 27Q: 3 clusters Score -2.012873e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 198679 members 
Entering Unmasked Estep 
Score: -20128762.000000 Penalty: 6053.435547
	Iteration 28Q: 3 clusters Score -2.012876e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 198717 members 
Entering Unmasked Estep 
Score: -20128784.000000 Penalty: 6053.435547
	Iteration 29Q: 3 clusters Score -2.012878e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 198742 members 
Entering Unmasked Estep 
Score: -20128792.000000 Penalty: 6053.435547
	Iteration 30Q: 3 clusters Score -2.012879e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 198760 members 
Entering Unmasked Estep 
Score: -20128818.000000 Penalty: 6053.435547
	Iteration 31Q: 3 clusters Score -2.012882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 198777 members 
Entering Unmasked Estep 
Score: -20128818.000000 Penalty: 6053.435547
	Iteration 32Q: 3 clusters Score -2.012882e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 198784 members 
Entering Unmasked Estep 
Score: -20128826.000000 Penalty: 6053.435547
	Iteration 33Q: 3 clusters Score -2.012883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 198790 members 
Entering Unmasked Estep 
Score: -20128800.000000 Penalty: 6053.435547
	Iteration 34Q: 3 clusters Score -2.01288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 198801 members 
Entering Unmasked Estep 
Score: -20128820.000000 Penalty: 6053.435547
	Iteration 35Q: 3 clusters Score -2.012882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 198806 members 
Entering Unmasked Estep 
Score: -20128836.000000 Penalty: 6053.435547
	Iteration 36Q: 3 clusters Score -2.012884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 198814 members 
Entering Unmasked Estep 
Score: -20128858.000000 Penalty: 6053.435547
	Iteration 37Q: 3 clusters Score -2.012886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 198824 members 
Entering Unmasked Estep 
Score: -20128856.000000 Penalty: 6053.435547
	Iteration 38Q: 3 clusters Score -2.012886e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 198834 members 
Entering Unmasked Estep 
Score: -20128884.000000 Penalty: 6053.435547
	Iteration 39Q: 3 clusters Score -2.012888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 198838 members 
Entering Unmasked Estep 
Score: -20128892.000000 Penalty: 6053.435547
	Iteration 40F: 3 clusters Score -2.012889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 198841 members 
Entering Unmasked Estep 
Score: -20128902.000000 Penalty: 6053.435547
	Iteration 41Q: 3 clusters Score -2.01289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 198839 members 
Entering Unmasked Estep 
Score: -20128904.000000 Penalty: 6053.435547
	Iteration 42Q: 3 clusters Score -2.01289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 198835 members 
Entering Unmasked Estep 
Score: -20128912.000000 Penalty: 6053.435547
	Iteration 43Q: 3 clusters Score -2.012891e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 198829 members 
Entering Unmasked Estep 
Score: -20128892.000000 Penalty: 6053.435547
	Iteration 44Q: 3 clusters Score -2.012889e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 198832 members 
Entering Unmasked Estep 
Score: -20128902.000000 Penalty: 6053.435547
	Iteration 45Q: 3 clusters Score -2.01289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 198835 members 
Entering Unmasked Estep 
Score: -20128908.000000 Penalty: 6053.435547
	Iteration 46Q: 3 clusters Score -2.012891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 198835 members 
Entering Unmasked Estep 
Score: -20128912.000000 Penalty: 6053.435547
	Iteration 47Q: 3 clusters Score -2.012891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 198843 members 
Entering Unmasked Estep 
Score: -20128924.000000 Penalty: 6053.435547
	Iteration 48Q: 3 clusters Score -2.012892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 198848 members 
Entering Unmasked Estep 
Score: -20128930.000000 Penalty: 6053.435547
	Iteration 49Q: 3 clusters Score -2.012893e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 198850 members 
Entering Unmasked Estep 
Score: -20128920.000000 Penalty: 6053.435547
	Iteration 50Q: 3 clusters Score -2.012892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 198853 members 
Entering Unmasked Estep 
Score: -20128908.000000 Penalty: 6053.435547
	Iteration 51Q: 3 clusters Score -2.012891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 198855 members 
Entering Unmasked Estep 
Score: -20128938.000000 Penalty: 6053.435547
	Iteration 52Q: 3 clusters Score -2.012894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 198856 members 
Entering Unmasked Estep 
Score: -20128946.000000 Penalty: 6053.435547
	Iteration 53Q: 3 clusters Score -2.012895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 198855 members 
Entering Unmasked Estep 
Score: -20128950.000000 Penalty: 6053.435547
	Iteration 54Q: 3 clusters Score -2.012895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 198854 members 
Entering Unmasked Estep 
Score: -20128932.000000 Penalty: 6053.435547
	Iteration 55Q: 3 clusters Score -2.012893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 198853 members 
Entering Unmasked Estep 
Score: -20128944.000000 Penalty: 6053.435547
	Iteration 56Q: 3 clusters Score -2.012894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 198855 members 
Entering Unmasked Estep 
Score: -20128940.000000 Penalty: 6053.435547
	Iteration 57Q: 3 clusters Score -2.012894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 198856 members 
Entering Unmasked Estep 
Score: -20128948.000000 Penalty: 6053.435547
	Iteration 58Q: 3 clusters Score -2.012895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 198858 members 
Entering Unmasked Estep 
Score: -20128952.000000 Penalty: 6053.435547
	Iteration 59Q: 3 clusters Score -2.012895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 198859 members 
Entering Unmasked Estep 
Score: -20128946.000000 Penalty: 6053.435547
	Iteration 60F: 3 clusters Score -2.012895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 198861 members 
Entering Unmasked Estep 
Score: -20128944.000000 Penalty: 6053.435547
	Iteration 61Q: 3 clusters Score -2.012894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 198861 members 
Entering Unmasked Estep 
Score: -20128944.000000 Penalty: 6053.435547
	Iteration 62F: 3 clusters Score -2.012894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Entering Unmasked Estep 
Score: -3596069.000000 Penalty: 2623.189209
	Iteration 0F: 2 clusters Score -3596069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -3569435.500000 Penalty: 5246.378418
	Iteration 0F: 3 clusters Score -3569436 nChanged 17827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3579368.250000 Penalty: 5246.378418
	Iteration 1F: 3 clusters Score -3579368 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3580070.750000 Penalty: 5246.378418
	Iteration 2F: 3 clusters Score -3580071 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3580791.250000 Penalty: 5246.378418
	Iteration 3Q: 3 clusters Score -3580791 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3581550.250000 Penalty: 5246.378418
	Iteration 4Q: 3 clusters Score -3581550 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -3582425.000000 Penalty: 5246.378418
	Iteration 5Q: 3 clusters Score -3582425 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3583332.250000 Penalty: 5246.378418
	Iteration 6Q: 3 clusters Score -3583332 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -3584322.000000 Penalty: 5246.378418
	Iteration 7Q: 3 clusters Score -3584322 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3585296.000000 Penalty: 5246.378418
	Iteration 8Q: 3 clusters Score -3585296 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -3586306.250000 Penalty: 5246.378418
	Iteration 9Q: 3 clusters Score -3586306 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3587258.750000 Penalty: 5246.378418
	Iteration 10Q: 3 clusters Score -3587259 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3588152.500000 Penalty: 5246.378418
	Iteration 11Q: 3 clusters Score -3588152 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3588867.500000 Penalty: 5246.378418
	Iteration 12Q: 3 clusters Score -3588868 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3589266.750000 Penalty: 5246.378418
	Iteration 13Q: 3 clusters Score -3589267 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3589521.250000 Penalty: 5246.378418
	Iteration 14Q: 3 clusters Score -3589521 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3589676.500000 Penalty: 5246.378418
	Iteration 15Q: 3 clusters Score -3589676 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3589790.000000 Penalty: 5246.378418
	Iteration 16Q: 3 clusters Score -3589790 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3589883.250000 Penalty: 5246.378418
	Iteration 17Q: 3 clusters Score -3589883 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3589951.000000 Penalty: 5246.378418
	Iteration 18Q: 3 clusters Score -3589951 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3590064.500000 Penalty: 5246.378418
	Iteration 19Q: 3 clusters Score -3590064 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3590177.250000 Penalty: 5246.378418
	Iteration 20F: 3 clusters Score -3590177 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3590266.000000 Penalty: 5246.378418
	Iteration 21Q: 3 clusters Score -3590266 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3590355.750000 Penalty: 5246.378418
	Iteration 22Q: 3 clusters Score -3590356 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3590441.250000 Penalty: 5246.378418
	Iteration 23Q: 3 clusters Score -3590441 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3590528.500000 Penalty: 5246.378418
	Iteration 24Q: 3 clusters Score -3590528 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3590591.000000 Penalty: 5246.378418
	Iteration 25Q: 3 clusters Score -3590591 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3590676.750000 Penalty: 5246.378418
	Iteration 26Q: 3 clusters Score -3590677 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3590803.250000 Penalty: 5246.378418
	Iteration 27Q: 3 clusters Score -3590803 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -3590907.250000 Penalty: 5246.378418
	Iteration 28Q: 3 clusters Score -3590907 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -3591022.250000 Penalty: 5246.378418
	Iteration 29Q: 3 clusters Score -3591022 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3591132.750000 Penalty: 5246.378418
	Iteration 30Q: 3 clusters Score -3591133 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -3591283.000000 Penalty: 5246.378418
	Iteration 31Q: 3 clusters Score -3591283 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3591438.750000 Penalty: 5246.378418
	Iteration 32Q: 3 clusters Score -3591439 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3591587.500000 Penalty: 5246.378418
	Iteration 33Q: 3 clusters Score -3591588 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3591730.750000 Penalty: 5246.378418
	Iteration 34Q: 3 clusters Score -3591731 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -3591883.500000 Penalty: 5246.378418
	Iteration 35Q: 3 clusters Score -3591884 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3592056.500000 Penalty: 5246.378418
	Iteration 36Q: 3 clusters Score -3592056 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -3592193.750000 Penalty: 5246.378418
	Iteration 37Q: 3 clusters Score -3592194 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -3592300.000000 Penalty: 5246.378418
	Iteration 38Q: 3 clusters Score -3592300 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -3592398.000000 Penalty: 5246.378418
	Iteration 39Q: 3 clusters Score -3592398 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -3592515.500000 Penalty: 5246.378418
	Iteration 40F: 3 clusters Score -3592516 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3592622.500000 Penalty: 5246.378418
	Iteration 41Q: 3 clusters Score -3592622 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3592712.750000 Penalty: 5246.378418
	Iteration 42Q: 3 clusters Score -3592713 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3592796.750000 Penalty: 5246.378418
	Iteration 43Q: 3 clusters Score -3592797 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3592867.000000 Penalty: 5246.378418
	Iteration 44Q: 3 clusters Score -3592867 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3592923.750000 Penalty: 5246.378418
	Iteration 45Q: 3 clusters Score -3592924 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -3592973.000000 Penalty: 5246.378418
	Iteration 46Q: 3 clusters Score -3592973 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3593017.750000 Penalty: 5246.378418
	Iteration 47Q: 3 clusters Score -3593018 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3593054.250000 Penalty: 5246.378418
	Iteration 48Q: 3 clusters Score -3593054 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3593103.500000 Penalty: 5246.378418
	Iteration 49Q: 3 clusters Score -3593104 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3593140.750000 Penalty: 5246.378418
	Iteration 50Q: 3 clusters Score -3593141 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3593189.000000 Penalty: 5246.378418
	Iteration 51Q: 3 clusters Score -3593189 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3593227.000000 Penalty: 5246.378418
	Iteration 52Q: 3 clusters Score -3593227 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3593258.500000 Penalty: 5246.378418
	Iteration 53Q: 3 clusters Score -3593258 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3593286.000000 Penalty: 5246.378418
	Iteration 54Q: 3 clusters Score -3593286 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -3593322.000000 Penalty: 5246.378418
	Iteration 55Q: 3 clusters Score -3593322 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3593367.500000 Penalty: 5246.378418
	Iteration 56Q: 3 clusters Score -3593368 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3593387.500000 Penalty: 5246.378418
	Iteration 57Q: 3 clusters Score -3593388 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3593424.750000 Penalty: 5246.378418
	Iteration 58Q: 3 clusters Score -3593425 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3593450.250000 Penalty: 5246.378418
	Iteration 59Q: 3 clusters Score -3593450 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3593487.250000 Penalty: 5246.378418
	Iteration 60F: 3 clusters Score -3593487 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3593506.250000 Penalty: 5246.378418
	Iteration 61Q: 3 clusters Score -3593506 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3593512.750000 Penalty: 5246.378418
	Iteration 62Q: 3 clusters Score -3593513 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3593532.250000 Penalty: 5246.378418
	Iteration 63Q: 3 clusters Score -3593532 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3593551.250000 Penalty: 5246.378418
	Iteration 64Q: 3 clusters Score -3593551 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3593558.500000 Penalty: 5246.378418
	Iteration 65Q: 3 clusters Score -3593558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3593582.250000 Penalty: 5246.378418
	Iteration 66Q: 3 clusters Score -3593582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3593591.500000 Penalty: 5246.378418
	Iteration 67Q: 3 clusters Score -3593592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3593607.250000 Penalty: 5246.378418
	Iteration 68Q: 3 clusters Score -3593607 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3593619.000000 Penalty: 5246.378418
	Iteration 69Q: 3 clusters Score -3593619 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3593645.750000 Penalty: 5246.378418
	Iteration 70Q: 3 clusters Score -3593646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3593658.500000 Penalty: 5246.378418
	Iteration 71Q: 3 clusters Score -3593658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3593663.750000 Penalty: 5246.378418
	Iteration 72Q: 3 clusters Score -3593664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3593682.750000 Penalty: 5246.378418
	Iteration 73Q: 3 clusters Score -3593683 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3593683.750000 Penalty: 5246.378418
	Iteration 74Q: 3 clusters Score -3593684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3593707.000000 Penalty: 5246.378418
	Iteration 75Q: 3 clusters Score -3593707 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3593726.750000 Penalty: 5246.378418
	Iteration 76Q: 3 clusters Score -3593727 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3593739.750000 Penalty: 5246.378418
	Iteration 77Q: 3 clusters Score -3593740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3593768.000000 Penalty: 5246.378418
	Iteration 78Q: 3 clusters Score -3593768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3593774.500000 Penalty: 5246.378418
	Iteration 79Q: 3 clusters Score -3593774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3593781.500000 Penalty: 5246.378418
	Iteration 80F: 3 clusters Score -3593782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3593784.250000 Penalty: 5246.378418
	Iteration 81Q: 3 clusters Score -3593784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3593787.000000 Penalty: 5246.378418
	Iteration 82Q: 3 clusters Score -3593787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3593800.250000 Penalty: 5246.378418
	Iteration 83Q: 3 clusters Score -3593800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3593801.250000 Penalty: 5246.378418
	Iteration 84Q: 3 clusters Score -3593801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3593801.250000 Penalty: 5246.378418
	Iteration 85Q: 3 clusters Score -3593801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3593801.000000 Penalty: 5246.378418
	Iteration 86Q: 3 clusters Score -3593801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3593807.000000 Penalty: 5246.378418
	Iteration 87Q: 3 clusters Score -3593807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3593802.500000 Penalty: 5246.378418
	Iteration 88Q: 3 clusters Score -3593802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3593808.250000 Penalty: 5246.378418
	Iteration 89Q: 3 clusters Score -3593808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3593807.250000 Penalty: 5246.378418
	Iteration 90Q: 3 clusters Score -3593807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3593818.000000 Penalty: 5246.378418
	Iteration 91Q: 3 clusters Score -3593818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3593823.250000 Penalty: 5246.378418
	Iteration 92Q: 3 clusters Score -3593823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3593825.250000 Penalty: 5246.378418
	Iteration 93Q: 3 clusters Score -3593825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3593831.500000 Penalty: 5246.378418
	Iteration 94Q: 3 clusters Score -3593832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3593832.750000 Penalty: 5246.378418
	Iteration 95Q: 3 clusters Score -3593833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3593837.000000 Penalty: 5246.378418
	Iteration 96Q: 3 clusters Score -3593837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3593841.250000 Penalty: 5246.378418
	Iteration 97Q: 3 clusters Score -3593841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3593842.500000 Penalty: 5246.378418
	Iteration 98Q: 3 clusters Score -3593842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3593841.500000 Penalty: 5246.378418
	Iteration 99Q: 3 clusters Score -3593842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3593840.000000 Penalty: 5246.378418
	Iteration 100F: 3 clusters Score -3593840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3593844.000000 Penalty: 5246.378418
	Iteration 101Q: 3 clusters Score -3593844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3593844.000000 Penalty: 5246.378418
	Iteration 102Q: 3 clusters Score -3593844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3593846.500000 Penalty: 5246.378418
	Iteration 103Q: 3 clusters Score -3593846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3593848.750000 Penalty: 5246.378418
	Iteration 104Q: 3 clusters Score -3593849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3593854.250000 Penalty: 5246.378418
	Iteration 105Q: 3 clusters Score -3593854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3593854.000000 Penalty: 5246.378418
	Iteration 106Q: 3 clusters Score -3593854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3593852.250000 Penalty: 5246.378418
	Iteration 107Q: 3 clusters Score -3593852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3593855.250000 Penalty: 5246.378418
	Iteration 108Q: 3 clusters Score -3593855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3593858.000000 Penalty: 5246.378418
	Iteration 109Q: 3 clusters Score -3593858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3593862.000000 Penalty: 5246.378418
	Iteration 110Q: 3 clusters Score -3593862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3593867.500000 Penalty: 5246.378418
	Iteration 111Q: 3 clusters Score -3593868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3593868.000000 Penalty: 5246.378418
	Iteration 112Q: 3 clusters Score -3593868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3593872.500000 Penalty: 5246.378418
	Iteration 113Q: 3 clusters Score -3593872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3593876.750000 Penalty: 5246.378418
	Iteration 114Q: 3 clusters Score -3593877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3593877.750000 Penalty: 5246.378418
	Iteration 115Q: 3 clusters Score -3593878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3593879.000000 Penalty: 5246.378418
	Iteration 116Q: 3 clusters Score -3593879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3593882.750000 Penalty: 5246.378418
	Iteration 117Q: 3 clusters Score -3593883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3593879.250000 Penalty: 5246.378418
	Iteration 118Q: 3 clusters Score -3593879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3593881.750000 Penalty: 5246.378418
	Iteration 119Q: 3 clusters Score -3593882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3593881.750000 Penalty: 5246.378418
	Iteration 120F: 3 clusters Score -3593882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (227982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227982 members 
Entering Unmasked Estep 
Score: -22952302.000000 Penalty: 3059.581299
	Iteration 0F: 2 clusters Score -2.29523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113925 members 
Mstep: Class 2 contains 114057 members 
Entering Unmasked Estep 
Score: -22802070.000000 Penalty: 6119.162598
	Iteration 0F: 3 clusters Score -2.280207e+07 nChanged 109889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115874 members 
Mstep: Class 2 contains 112108 members 
Entering Unmasked Estep 
Score: -22867052.000000 Penalty: 6119.162598
	Iteration 1F: 3 clusters Score -2.286705e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116948 members 
Mstep: Class 2 contains 111034 members 
Entering Unmasked Estep 
Score: -22868074.000000 Penalty: 6119.162598
	Iteration 2Q: 3 clusters Score -2.286807e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118542 members 
Mstep: Class 2 contains 109440 members 
Entering Unmasked Estep 
Score: -22869042.000000 Penalty: 6119.162598
	Iteration 3Q: 3 clusters Score -2.286904e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120878 members 
Mstep: Class 2 contains 107104 members 
Entering Unmasked Estep 
Score: -22870132.000000 Penalty: 6119.162598
	Iteration 4Q: 3 clusters Score -2.287013e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124438 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
Score: -22871822.000000 Penalty: 6119.162598
	Iteration 5Q: 3 clusters Score -2.287182e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129720 members 
Mstep: Class 2 contains 98262 members 
Entering Unmasked Estep 
Score: -22874048.000000 Penalty: 6119.162598
	Iteration 6Q: 3 clusters Score -2.287405e+07 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137363 members 
Mstep: Class 2 contains 90619 members 
Entering Unmasked Estep 
Score: -22877360.000000 Penalty: 6119.162598
	Iteration 7Q: 3 clusters Score -2.287736e+07 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148160 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -22882578.000000 Penalty: 6119.162598
	Iteration 8F: 3 clusters Score -2.288258e+07 nChanged 15081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162821 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -22892132.000000 Penalty: 6119.162598
	Iteration 9F: 3 clusters Score -2.289213e+07 nChanged 18313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181012 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -22906514.000000 Penalty: 6119.162598
	Iteration 10F: 3 clusters Score -2.290651e+07 nChanged 18900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199896 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -22922966.000000 Penalty: 6119.162598
	Iteration 11F: 3 clusters Score -2.292297e+07 nChanged 14996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214892 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -22936922.000000 Penalty: 6119.162598
	Iteration 12F: 3 clusters Score -2.293692e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223457 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -22945382.000000 Penalty: 6119.162598
	Iteration 13Q: 3 clusters Score -2.294538e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226593 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -22948312.000000 Penalty: 6119.162598
	Iteration 14Q: 3 clusters Score -2.294831e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227432 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -22949166.000000 Penalty: 6119.162598
	Iteration 15Q: 3 clusters Score -2.294917e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227626 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22949390.000000 Penalty: 6119.162598
	Iteration 16Q: 3 clusters Score -2.294939e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227682 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22949486.000000 Penalty: 6119.162598
	Iteration 17Q: 3 clusters Score -2.294949e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227705 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22949540.000000 Penalty: 6119.162598
	Iteration 18Q: 3 clusters Score -2.294954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227716 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22949562.000000 Penalty: 6119.162598
	Iteration 19Q: 3 clusters Score -2.294956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227721 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22949580.000000 Penalty: 6119.162598
	Iteration 20F: 3 clusters Score -2.294958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227723 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -22949580.000000 Penalty: 6119.162598
	Iteration 21Q: 3 clusters Score -2.294958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227720 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22949592.000000 Penalty: 6119.162598
	Iteration 22Q: 3 clusters Score -2.294959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227724 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22949616.000000 Penalty: 6119.162598
	Iteration 23Q: 3 clusters Score -2.294962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227727 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -22949610.000000 Penalty: 6119.162598
	Iteration 24Q: 3 clusters Score -2.294961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227729 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22949608.000000 Penalty: 6119.162598
	Iteration 25Q: 3 clusters Score -2.294961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227730 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22949606.000000 Penalty: 6119.162598
	Iteration 26Q: 3 clusters Score -2.294961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227730 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22949618.000000 Penalty: 6119.162598
	Iteration 27Q: 3 clusters Score -2.294962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227731 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22949614.000000 Penalty: 6119.162598
	Iteration 28Q: 3 clusters Score -2.294961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227731 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22949614.000000 Penalty: 6119.162598
	Iteration 29F: 3 clusters Score -2.294961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Entering Unmasked Estep 
Score: -1620217.750000 Penalty: 2411.166504
	Iteration 0F: 2 clusters Score -1620218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1608317.500000 Penalty: 4822.333008
	Iteration 0F: 3 clusters Score -1608318 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1612216.000000 Penalty: 4822.333008
	Iteration 1F: 3 clusters Score -1612216 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1612559.750000 Penalty: 4822.333008
	Iteration 2F: 3 clusters Score -1612560 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1612825.250000 Penalty: 4822.333008
	Iteration 3Q: 3 clusters Score -1612825 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1613044.000000 Penalty: 4822.333008
	Iteration 4Q: 3 clusters Score -1613044 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1613269.125000 Penalty: 4822.333008
	Iteration 5Q: 3 clusters Score -1613269 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1613502.750000 Penalty: 4822.333008
	Iteration 6Q: 3 clusters Score -1613503 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1613782.875000 Penalty: 4822.333008
	Iteration 7Q: 3 clusters Score -1613783 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1614110.375000 Penalty: 4822.333008
	Iteration 8Q: 3 clusters Score -1614110 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1614515.750000 Penalty: 4822.333008
	Iteration 9Q: 3 clusters Score -1614516 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1614999.375000 Penalty: 4822.333008
	Iteration 10Q: 3 clusters Score -1614999 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1615449.750000 Penalty: 4822.333008
	Iteration 11Q: 3 clusters Score -1615450 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1615808.875000 Penalty: 4822.333008
	Iteration 12Q: 3 clusters Score -1615809 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1616061.000000 Penalty: 4822.333008
	Iteration 13Q: 3 clusters Score -1616061 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1616257.250000 Penalty: 4822.333008
	Iteration 14Q: 3 clusters Score -1616257 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1616388.000000 Penalty: 4822.333008
	Iteration 15Q: 3 clusters Score -1616388 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1616483.500000 Penalty: 4822.333008
	Iteration 16Q: 3 clusters Score -1616484 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1616543.000000 Penalty: 4822.333008
	Iteration 17Q: 3 clusters Score -1616543 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1616587.000000 Penalty: 4822.333008
	Iteration 18Q: 3 clusters Score -1616587 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1616625.625000 Penalty: 4822.333008
	Iteration 19Q: 3 clusters Score -1616626 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1616655.000000 Penalty: 4822.333008
	Iteration 20F: 3 clusters Score -1616655 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1616683.250000 Penalty: 4822.333008
	Iteration 21Q: 3 clusters Score -1616683 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1616704.500000 Penalty: 4822.333008
	Iteration 22Q: 3 clusters Score -1616704 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1616733.625000 Penalty: 4822.333008
	Iteration 23Q: 3 clusters Score -1616734 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1616758.500000 Penalty: 4822.333008
	Iteration 24Q: 3 clusters Score -1616758 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1616793.000000 Penalty: 4822.333008
	Iteration 25Q: 3 clusters Score -1616793 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1616829.625000 Penalty: 4822.333008
	Iteration 26Q: 3 clusters Score -1616830 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1616876.625000 Penalty: 4822.333008
	Iteration 27Q: 3 clusters Score -1616877 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1616911.625000 Penalty: 4822.333008
	Iteration 28Q: 3 clusters Score -1616912 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1616938.750000 Penalty: 4822.333008
	Iteration 29Q: 3 clusters Score -1616939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1616962.125000 Penalty: 4822.333008
	Iteration 30Q: 3 clusters Score -1616962 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1616992.875000 Penalty: 4822.333008
	Iteration 31Q: 3 clusters Score -1616993 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1617026.000000 Penalty: 4822.333008
	Iteration 32Q: 3 clusters Score -1617026 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1617046.875000 Penalty: 4822.333008
	Iteration 33Q: 3 clusters Score -1617047 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1617058.625000 Penalty: 4822.333008
	Iteration 34Q: 3 clusters Score -1617059 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1617075.250000 Penalty: 4822.333008
	Iteration 35Q: 3 clusters Score -1617075 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1617089.750000 Penalty: 4822.333008
	Iteration 36Q: 3 clusters Score -1617090 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1617110.875000 Penalty: 4822.333008
	Iteration 37Q: 3 clusters Score -1617111 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1617129.875000 Penalty: 4822.333008
	Iteration 38Q: 3 clusters Score -1617130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1617133.500000 Penalty: 4822.333008
	Iteration 39Q: 3 clusters Score -1617134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1617147.500000 Penalty: 4822.333008
	Iteration 40F: 3 clusters Score -1617148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1617162.500000 Penalty: 4822.333008
	Iteration 41Q: 3 clusters Score -1617162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1617178.500000 Penalty: 4822.333008
	Iteration 42Q: 3 clusters Score -1617178 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1617189.875000 Penalty: 4822.333008
	Iteration 43Q: 3 clusters Score -1617190 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1617197.875000 Penalty: 4822.333008
	Iteration 44Q: 3 clusters Score -1617198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1617211.000000 Penalty: 4822.333008
	Iteration 45Q: 3 clusters Score -1617211 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1617224.625000 Penalty: 4822.333008
	Iteration 46Q: 3 clusters Score -1617225 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1617238.250000 Penalty: 4822.333008
	Iteration 47Q: 3 clusters Score -1617238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1617249.875000 Penalty: 4822.333008
	Iteration 48Q: 3 clusters Score -1617250 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1617264.750000 Penalty: 4822.333008
	Iteration 49Q: 3 clusters Score -1617265 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1617269.250000 Penalty: 4822.333008
	Iteration 50Q: 3 clusters Score -1617269 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1617282.500000 Penalty: 4822.333008
	Iteration 51Q: 3 clusters Score -1617282 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1617306.250000 Penalty: 4822.333008
	Iteration 52Q: 3 clusters Score -1617306 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1617316.500000 Penalty: 4822.333008
	Iteration 53Q: 3 clusters Score -1617316 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1617331.750000 Penalty: 4822.333008
	Iteration 54Q: 3 clusters Score -1617332 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1617348.375000 Penalty: 4822.333008
	Iteration 55Q: 3 clusters Score -1617348 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1617362.750000 Penalty: 4822.333008
	Iteration 56Q: 3 clusters Score -1617363 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1617376.000000 Penalty: 4822.333008
	Iteration 57Q: 3 clusters Score -1617376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1617387.875000 Penalty: 4822.333008
	Iteration 58Q: 3 clusters Score -1617388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1617397.250000 Penalty: 4822.333008
	Iteration 59Q: 3 clusters Score -1617397 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1617409.000000 Penalty: 4822.333008
	Iteration 60F: 3 clusters Score -1617409 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1617429.750000 Penalty: 4822.333008
	Iteration 61Q: 3 clusters Score -1617430 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1617435.750000 Penalty: 4822.333008
	Iteration 62Q: 3 clusters Score -1617436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1617454.375000 Penalty: 4822.333008
	Iteration 63Q: 3 clusters Score -1617454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1617470.375000 Penalty: 4822.333008
	Iteration 64Q: 3 clusters Score -1617470 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1617492.500000 Penalty: 4822.333008
	Iteration 65Q: 3 clusters Score -1617492 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1617520.875000 Penalty: 4822.333008
	Iteration 66Q: 3 clusters Score -1617521 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1617542.375000 Penalty: 4822.333008
	Iteration 67Q: 3 clusters Score -1617542 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1617567.000000 Penalty: 4822.333008
	Iteration 68Q: 3 clusters Score -1617567 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1617586.625000 Penalty: 4822.333008
	Iteration 69Q: 3 clusters Score -1617587 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1617604.250000 Penalty: 4822.333008
	Iteration 70Q: 3 clusters Score -1617604 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1617618.000000 Penalty: 4822.333008
	Iteration 71Q: 3 clusters Score -1617618 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1617640.500000 Penalty: 4822.333008
	Iteration 72Q: 3 clusters Score -1617640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1617650.625000 Penalty: 4822.333008
	Iteration 73Q: 3 clusters Score -1617651 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1617667.875000 Penalty: 4822.333008
	Iteration 74Q: 3 clusters Score -1617668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1617682.250000 Penalty: 4822.333008
	Iteration 75Q: 3 clusters Score -1617682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1617706.875000 Penalty: 4822.333008
	Iteration 76Q: 3 clusters Score -1617707 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1617725.875000 Penalty: 4822.333008
	Iteration 77Q: 3 clusters Score -1617726 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1617742.125000 Penalty: 4822.333008
	Iteration 78Q: 3 clusters Score -1617742 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1617760.750000 Penalty: 4822.333008
	Iteration 79Q: 3 clusters Score -1617761 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1617792.750000 Penalty: 4822.333008
	Iteration 80F: 3 clusters Score -1617793 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1617809.750000 Penalty: 4822.333008
	Iteration 81Q: 3 clusters Score -1617810 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1617832.250000 Penalty: 4822.333008
	Iteration 82Q: 3 clusters Score -1617832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1617852.000000 Penalty: 4822.333008
	Iteration 83Q: 3 clusters Score -1617852 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1617870.750000 Penalty: 4822.333008
	Iteration 84Q: 3 clusters Score -1617871 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1617886.000000 Penalty: 4822.333008
	Iteration 85Q: 3 clusters Score -1617886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1617899.875000 Penalty: 4822.333008
	Iteration 86Q: 3 clusters Score -1617900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1617915.625000 Penalty: 4822.333008
	Iteration 87Q: 3 clusters Score -1617916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1617926.750000 Penalty: 4822.333008
	Iteration 88Q: 3 clusters Score -1617927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1617939.250000 Penalty: 4822.333008
	Iteration 89Q: 3 clusters Score -1617939 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1617963.750000 Penalty: 4822.333008
	Iteration 90Q: 3 clusters Score -1617964 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1617980.250000 Penalty: 4822.333008
	Iteration 91Q: 3 clusters Score -1617980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1617997.125000 Penalty: 4822.333008
	Iteration 92Q: 3 clusters Score -1617997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1618008.625000 Penalty: 4822.333008
	Iteration 93Q: 3 clusters Score -1618009 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1618022.500000 Penalty: 4822.333008
	Iteration 94Q: 3 clusters Score -1618022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1618039.625000 Penalty: 4822.333008
	Iteration 95Q: 3 clusters Score -1618040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1618054.000000 Penalty: 4822.333008
	Iteration 96Q: 3 clusters Score -1618054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1618057.875000 Penalty: 4822.333008
	Iteration 97Q: 3 clusters Score -1618058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1618073.875000 Penalty: 4822.333008
	Iteration 98Q: 3 clusters Score -1618074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1618079.000000 Penalty: 4822.333008
	Iteration 99Q: 3 clusters Score -1618079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1618089.750000 Penalty: 4822.333008
	Iteration 100F: 3 clusters Score -1618090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1618097.375000 Penalty: 4822.333008
	Iteration 101Q: 3 clusters Score -1618097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1618109.125000 Penalty: 4822.333008
	Iteration 102Q: 3 clusters Score -1618109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1618125.875000 Penalty: 4822.333008
	Iteration 103Q: 3 clusters Score -1618126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1618132.875000 Penalty: 4822.333008
	Iteration 104Q: 3 clusters Score -1618133 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1618144.500000 Penalty: 4822.333008
	Iteration 105Q: 3 clusters Score -1618144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1618154.625000 Penalty: 4822.333008
	Iteration 106Q: 3 clusters Score -1618155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1618165.000000 Penalty: 4822.333008
	Iteration 107Q: 3 clusters Score -1618165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1618177.375000 Penalty: 4822.333008
	Iteration 108Q: 3 clusters Score -1618177 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1618187.000000 Penalty: 4822.333008
	Iteration 109Q: 3 clusters Score -1618187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1618201.375000 Penalty: 4822.333008
	Iteration 110Q: 3 clusters Score -1618201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1618212.250000 Penalty: 4822.333008
	Iteration 111Q: 3 clusters Score -1618212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1618222.000000 Penalty: 4822.333008
	Iteration 112Q: 3 clusters Score -1618222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1618227.750000 Penalty: 4822.333008
	Iteration 113Q: 3 clusters Score -1618228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1618239.500000 Penalty: 4822.333008
	Iteration 114Q: 3 clusters Score -1618240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1618244.250000 Penalty: 4822.333008
	Iteration 115Q: 3 clusters Score -1618244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1618250.125000 Penalty: 4822.333008
	Iteration 116Q: 3 clusters Score -1618250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1618258.125000 Penalty: 4822.333008
	Iteration 117Q: 3 clusters Score -1618258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1618266.375000 Penalty: 4822.333008
	Iteration 118Q: 3 clusters Score -1618266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1618273.375000 Penalty: 4822.333008
	Iteration 119Q: 3 clusters Score -1618273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1618279.750000 Penalty: 4822.333008
	Iteration 120F: 3 clusters Score -1618280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1618285.750000 Penalty: 4822.333008
	Iteration 121Q: 3 clusters Score -1618286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1618285.250000 Penalty: 4822.333008
	Iteration 122Q: 3 clusters Score -1618285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1618288.875000 Penalty: 4822.333008
	Iteration 123Q: 3 clusters Score -1618289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1618294.875000 Penalty: 4822.333008
	Iteration 124Q: 3 clusters Score -1618295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1618297.625000 Penalty: 4822.333008
	Iteration 125Q: 3 clusters Score -1618298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1618304.000000 Penalty: 4822.333008
	Iteration 126Q: 3 clusters Score -1618304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1618305.375000 Penalty: 4822.333008
	Iteration 127Q: 3 clusters Score -1618305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1618306.500000 Penalty: 4822.333008
	Iteration 128Q: 3 clusters Score -1618306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1618310.000000 Penalty: 4822.333008
	Iteration 129Q: 3 clusters Score -1618310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1618306.625000 Penalty: 4822.333008
	Iteration 130Q: 3 clusters Score -1618307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1618306.625000 Penalty: 4822.333008
	Iteration 131F: 3 clusters Score -1618307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Entering Unmasked Estep 
Score: -3095096.750000 Penalty: 2570.540039
	Iteration 0F: 2 clusters Score -3095097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3073407.750000 Penalty: 5141.080078
	Iteration 0F: 3 clusters Score -3073408 nChanged 14312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3081053.500000 Penalty: 5141.080078
	Iteration 1F: 3 clusters Score -3081054 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3081754.500000 Penalty: 5141.080078
	Iteration 2F: 3 clusters Score -3081754 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3082540.750000 Penalty: 5141.080078
	Iteration 3F: 3 clusters Score -3082541 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3083641.750000 Penalty: 5141.080078
	Iteration 4F: 3 clusters Score -3083642 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3085151.000000 Penalty: 5141.080078
	Iteration 5F: 3 clusters Score -3085151 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3086920.000000 Penalty: 5141.080078
	Iteration 6F: 3 clusters Score -3086920 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -3088655.000000 Penalty: 5141.080078
	Iteration 7F: 3 clusters Score -3088655 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3090109.000000 Penalty: 5141.080078
	Iteration 8F: 3 clusters Score -3090109 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3091184.500000 Penalty: 5141.080078
	Iteration 9Q: 3 clusters Score -3091184 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3091965.250000 Penalty: 5141.080078
	Iteration 10Q: 3 clusters Score -3091965 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3092497.250000 Penalty: 5141.080078
	Iteration 11Q: 3 clusters Score -3092497 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3092847.750000 Penalty: 5141.080078
	Iteration 12Q: 3 clusters Score -3092848 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3093106.500000 Penalty: 5141.080078
	Iteration 13Q: 3 clusters Score -3093106 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3093276.750000 Penalty: 5141.080078
	Iteration 14Q: 3 clusters Score -3093277 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3093375.000000 Penalty: 5141.080078
	Iteration 15Q: 3 clusters Score -3093375 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3093474.500000 Penalty: 5141.080078
	Iteration 16Q: 3 clusters Score -3093474 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3093561.500000 Penalty: 5141.080078
	Iteration 17Q: 3 clusters Score -3093562 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3093635.500000 Penalty: 5141.080078
	Iteration 18Q: 3 clusters Score -3093636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3093681.500000 Penalty: 5141.080078
	Iteration 19Q: 3 clusters Score -3093682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3093706.500000 Penalty: 5141.080078
	Iteration 20F: 3 clusters Score -3093706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3093728.750000 Penalty: 5141.080078
	Iteration 21Q: 3 clusters Score -3093729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3093738.250000 Penalty: 5141.080078
	Iteration 22Q: 3 clusters Score -3093738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3093757.750000 Penalty: 5141.080078
	Iteration 23Q: 3 clusters Score -3093758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3093775.000000 Penalty: 5141.080078
	Iteration 24Q: 3 clusters Score -3093775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3093786.250000 Penalty: 5141.080078
	Iteration 25Q: 3 clusters Score -3093786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3093791.750000 Penalty: 5141.080078
	Iteration 26Q: 3 clusters Score -3093792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3093791.500000 Penalty: 5141.080078
	Iteration 27Q: 3 clusters Score -3093792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3093793.000000 Penalty: 5141.080078
	Iteration 28Q: 3 clusters Score -3093793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3093796.500000 Penalty: 5141.080078
	Iteration 29Q: 3 clusters Score -3093796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3093804.000000 Penalty: 5141.080078
	Iteration 30Q: 3 clusters Score -3093804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3093807.500000 Penalty: 5141.080078
	Iteration 31Q: 3 clusters Score -3093808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3093810.250000 Penalty: 5141.080078
	Iteration 32Q: 3 clusters Score -3093810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3093807.250000 Penalty: 5141.080078
	Iteration 33Q: 3 clusters Score -3093807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3093807.000000 Penalty: 5141.080078
	Iteration 34Q: 3 clusters Score -3093807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3093802.750000 Penalty: 5141.080078
	Iteration 35Q: 3 clusters Score -3093803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3093802.750000 Penalty: 5141.080078
	Iteration 36F: 3 clusters Score -3093803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Entering Unmasked Estep 
Score: -2211514.750000 Penalty: 2484.104004
	Iteration 0F: 2 clusters Score -2211515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2195919.750000 Penalty: 4968.208008
	Iteration 0F: 3 clusters Score -2195920 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2201195.250000 Penalty: 4968.208008
	Iteration 1F: 3 clusters Score -2201195 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2201645.250000 Penalty: 4968.208008
	Iteration 2F: 3 clusters Score -2201645 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2202078.750000 Penalty: 4968.208008
	Iteration 3Q: 3 clusters Score -2202079 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2202560.250000 Penalty: 4968.208008
	Iteration 4Q: 3 clusters Score -2202560 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2203170.250000 Penalty: 4968.208008
	Iteration 5Q: 3 clusters Score -2203170 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2203970.500000 Penalty: 4968.208008
	Iteration 6F: 3 clusters Score -2203970 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2204903.500000 Penalty: 4968.208008
	Iteration 7F: 3 clusters Score -2204904 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2205949.250000 Penalty: 4968.208008
	Iteration 8F: 3 clusters Score -2205949 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2207058.750000 Penalty: 4968.208008
	Iteration 9F: 3 clusters Score -2207059 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2207928.000000 Penalty: 4968.208008
	Iteration 10F: 3 clusters Score -2207928 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2208579.000000 Penalty: 4968.208008
	Iteration 11Q: 3 clusters Score -2208579 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2208921.750000 Penalty: 4968.208008
	Iteration 12Q: 3 clusters Score -2208922 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2209099.250000 Penalty: 4968.208008
	Iteration 13Q: 3 clusters Score -2209099 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2209206.500000 Penalty: 4968.208008
	Iteration 14Q: 3 clusters Score -2209206 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2209270.250000 Penalty: 4968.208008
	Iteration 15Q: 3 clusters Score -2209270 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2209314.000000 Penalty: 4968.208008
	Iteration 16Q: 3 clusters Score -2209314 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2209350.250000 Penalty: 4968.208008
	Iteration 17Q: 3 clusters Score -2209350 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2209373.500000 Penalty: 4968.208008
	Iteration 18Q: 3 clusters Score -2209374 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2209392.750000 Penalty: 4968.208008
	Iteration 19Q: 3 clusters Score -2209393 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2209416.250000 Penalty: 4968.208008
	Iteration 20F: 3 clusters Score -2209416 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2209429.000000 Penalty: 4968.208008
	Iteration 21Q: 3 clusters Score -2209429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2209441.000000 Penalty: 4968.208008
	Iteration 22Q: 3 clusters Score -2209441 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2209449.750000 Penalty: 4968.208008
	Iteration 23Q: 3 clusters Score -2209450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2209466.750000 Penalty: 4968.208008
	Iteration 24Q: 3 clusters Score -2209467 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2209472.000000 Penalty: 4968.208008
	Iteration 25Q: 3 clusters Score -2209472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2209485.000000 Penalty: 4968.208008
	Iteration 26Q: 3 clusters Score -2209485 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2209500.250000 Penalty: 4968.208008
	Iteration 27Q: 3 clusters Score -2209500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2209523.500000 Penalty: 4968.208008
	Iteration 28Q: 3 clusters Score -2209524 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2209540.500000 Penalty: 4968.208008
	Iteration 29Q: 3 clusters Score -2209540 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2209578.500000 Penalty: 4968.208008
	Iteration 30Q: 3 clusters Score -2209578 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2209620.750000 Penalty: 4968.208008
	Iteration 31Q: 3 clusters Score -2209621 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2209651.750000 Penalty: 4968.208008
	Iteration 32Q: 3 clusters Score -2209652 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2209682.000000 Penalty: 4968.208008
	Iteration 33Q: 3 clusters Score -2209682 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2209698.750000 Penalty: 4968.208008
	Iteration 34Q: 3 clusters Score -2209699 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2209732.000000 Penalty: 4968.208008
	Iteration 35Q: 3 clusters Score -2209732 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2209764.500000 Penalty: 4968.208008
	Iteration 36Q: 3 clusters Score -2209764 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2209801.750000 Penalty: 4968.208008
	Iteration 37Q: 3 clusters Score -2209802 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2209835.750000 Penalty: 4968.208008
	Iteration 38Q: 3 clusters Score -2209836 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2209865.000000 Penalty: 4968.208008
	Iteration 39Q: 3 clusters Score -2209865 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2209883.500000 Penalty: 4968.208008
	Iteration 40F: 3 clusters Score -2209884 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2209903.500000 Penalty: 4968.208008
	Iteration 41Q: 3 clusters Score -2209904 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2209918.500000 Penalty: 4968.208008
	Iteration 42Q: 3 clusters Score -2209918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2209932.000000 Penalty: 4968.208008
	Iteration 43Q: 3 clusters Score -2209932 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2209943.250000 Penalty: 4968.208008
	Iteration 44Q: 3 clusters Score -2209943 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2209963.500000 Penalty: 4968.208008
	Iteration 45Q: 3 clusters Score -2209964 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2209982.000000 Penalty: 4968.208008
	Iteration 46Q: 3 clusters Score -2209982 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2210001.500000 Penalty: 4968.208008
	Iteration 47Q: 3 clusters Score -2210002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2210013.250000 Penalty: 4968.208008
	Iteration 48Q: 3 clusters Score -2210013 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2210028.250000 Penalty: 4968.208008
	Iteration 49Q: 3 clusters Score -2210028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2210051.750000 Penalty: 4968.208008
	Iteration 50Q: 3 clusters Score -2210052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2210053.750000 Penalty: 4968.208008
	Iteration 51Q: 3 clusters Score -2210054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2210065.250000 Penalty: 4968.208008
	Iteration 52Q: 3 clusters Score -2210065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2210081.000000 Penalty: 4968.208008
	Iteration 53Q: 3 clusters Score -2210081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2210087.500000 Penalty: 4968.208008
	Iteration 54Q: 3 clusters Score -2210088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2210100.500000 Penalty: 4968.208008
	Iteration 55Q: 3 clusters Score -2210100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2210109.000000 Penalty: 4968.208008
	Iteration 56Q: 3 clusters Score -2210109 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2210118.750000 Penalty: 4968.208008
	Iteration 57Q: 3 clusters Score -2210119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2210135.250000 Penalty: 4968.208008
	Iteration 58Q: 3 clusters Score -2210135 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2210150.000000 Penalty: 4968.208008
	Iteration 59Q: 3 clusters Score -2210150 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2210171.000000 Penalty: 4968.208008
	Iteration 60F: 3 clusters Score -2210171 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2210194.250000 Penalty: 4968.208008
	Iteration 61Q: 3 clusters Score -2210194 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2210216.500000 Penalty: 4968.208008
	Iteration 62Q: 3 clusters Score -2210216 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2210236.250000 Penalty: 4968.208008
	Iteration 63Q: 3 clusters Score -2210236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2210260.000000 Penalty: 4968.208008
	Iteration 64Q: 3 clusters Score -2210260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2210273.750000 Penalty: 4968.208008
	Iteration 65Q: 3 clusters Score -2210274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2210286.250000 Penalty: 4968.208008
	Iteration 66Q: 3 clusters Score -2210286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2210297.000000 Penalty: 4968.208008
	Iteration 67Q: 3 clusters Score -2210297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2210304.000000 Penalty: 4968.208008
	Iteration 68Q: 3 clusters Score -2210304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2210312.500000 Penalty: 4968.208008
	Iteration 69Q: 3 clusters Score -2210312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2210325.250000 Penalty: 4968.208008
	Iteration 70Q: 3 clusters Score -2210325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2210330.000000 Penalty: 4968.208008
	Iteration 71Q: 3 clusters Score -2210330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2210330.750000 Penalty: 4968.208008
	Iteration 72Q: 3 clusters Score -2210331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2210332.000000 Penalty: 4968.208008
	Iteration 73Q: 3 clusters Score -2210332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2210329.500000 Penalty: 4968.208008
	Iteration 74Q: 3 clusters Score -2210330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2210331.000000 Penalty: 4968.208008
	Iteration 75Q: 3 clusters Score -2210331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2210334.500000 Penalty: 4968.208008
	Iteration 76Q: 3 clusters Score -2210334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2210337.500000 Penalty: 4968.208008
	Iteration 77Q: 3 clusters Score -2210338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2210335.750000 Penalty: 4968.208008
	Iteration 78Q: 3 clusters Score -2210336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2210343.000000 Penalty: 4968.208008
	Iteration 79Q: 3 clusters Score -2210343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2210340.500000 Penalty: 4968.208008
	Iteration 80F: 3 clusters Score -2210340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2210343.000000 Penalty: 4968.208008
	Iteration 81Q: 3 clusters Score -2210343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2210345.500000 Penalty: 4968.208008
	Iteration 82Q: 3 clusters Score -2210346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2210346.250000 Penalty: 4968.208008
	Iteration 83Q: 3 clusters Score -2210346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2210346.000000 Penalty: 4968.208008
	Iteration 84Q: 3 clusters Score -2210346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2210348.000000 Penalty: 4968.208008
	Iteration 85Q: 3 clusters Score -2210348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2210353.750000 Penalty: 4968.208008
	Iteration 86Q: 3 clusters Score -2210354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2210357.500000 Penalty: 4968.208008
	Iteration 87Q: 3 clusters Score -2210358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2210356.500000 Penalty: 4968.208008
	Iteration 88Q: 3 clusters Score -2210356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2210356.500000 Penalty: 4968.208008
	Iteration 89Q: 3 clusters Score -2210356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2210361.750000 Penalty: 4968.208008
	Iteration 90Q: 3 clusters Score -2210362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2210364.500000 Penalty: 4968.208008
	Iteration 91Q: 3 clusters Score -2210364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2210360.500000 Penalty: 4968.208008
	Iteration 92Q: 3 clusters Score -2210360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2210360.500000 Penalty: 4968.208008
	Iteration 93F: 3 clusters Score -2210360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Entering Unmasked Estep 
Score: -787980.187500 Penalty: 2225.862305
	Iteration 0F: 2 clusters Score -787980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -781702.187500 Penalty: 4451.724609
	Iteration 0F: 3 clusters Score -781702.2 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -783415.875000 Penalty: 4451.724609
	Iteration 1F: 3 clusters Score -783415.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -783733.062500 Penalty: 4451.724609
	Iteration 2F: 3 clusters Score -783733.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -783964.875000 Penalty: 4451.724609
	Iteration 3F: 3 clusters Score -783964.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -784174.625000 Penalty: 4451.724609
	Iteration 4Q: 3 clusters Score -784174.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -784373.562500 Penalty: 4451.724609
	Iteration 5Q: 3 clusters Score -784373.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -784555.500000 Penalty: 4451.724609
	Iteration 6Q: 3 clusters Score -784555.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -784764.250000 Penalty: 4451.724609
	Iteration 7Q: 3 clusters Score -784764.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -784976.312500 Penalty: 4451.724609
	Iteration 8Q: 3 clusters Score -784976.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -785187.125000 Penalty: 4451.724609
	Iteration 9Q: 3 clusters Score -785187.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -785388.312500 Penalty: 4451.724609
	Iteration 10Q: 3 clusters Score -785388.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -785556.812500 Penalty: 4451.724609
	Iteration 11Q: 3 clusters Score -785556.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -785669.000000 Penalty: 4451.724609
	Iteration 12Q: 3 clusters Score -785669 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -785736.500000 Penalty: 4451.724609
	Iteration 13Q: 3 clusters Score -785736.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -785775.812500 Penalty: 4451.724609
	Iteration 14Q: 3 clusters Score -785775.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -785807.187500 Penalty: 4451.724609
	Iteration 15Q: 3 clusters Score -785807.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -785836.750000 Penalty: 4451.724609
	Iteration 16Q: 3 clusters Score -785836.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -785863.125000 Penalty: 4451.724609
	Iteration 17Q: 3 clusters Score -785863.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -785894.187500 Penalty: 4451.724609
	Iteration 18Q: 3 clusters Score -785894.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -785916.000000 Penalty: 4451.724609
	Iteration 19Q: 3 clusters Score -785916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -785938.375000 Penalty: 4451.724609
	Iteration 20F: 3 clusters Score -785938.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -785959.062500 Penalty: 4451.724609
	Iteration 21Q: 3 clusters Score -785959.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -785974.187500 Penalty: 4451.724609
	Iteration 22Q: 3 clusters Score -785974.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -785991.250000 Penalty: 4451.724609
	Iteration 23Q: 3 clusters Score -785991.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -786005.625000 Penalty: 4451.724609
	Iteration 24Q: 3 clusters Score -786005.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -786019.625000 Penalty: 4451.724609
	Iteration 25Q: 3 clusters Score -786019.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -786031.937500 Penalty: 4451.724609
	Iteration 26Q: 3 clusters Score -786031.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -786044.250000 Penalty: 4451.724609
	Iteration 27Q: 3 clusters Score -786044.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -786053.562500 Penalty: 4451.724609
	Iteration 28Q: 3 clusters Score -786053.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -786061.562500 Penalty: 4451.724609
	Iteration 29Q: 3 clusters Score -786061.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -786073.187500 Penalty: 4451.724609
	Iteration 30Q: 3 clusters Score -786073.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -786083.875000 Penalty: 4451.724609
	Iteration 31Q: 3 clusters Score -786083.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -786092.625000 Penalty: 4451.724609
	Iteration 32Q: 3 clusters Score -786092.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -786099.875000 Penalty: 4451.724609
	Iteration 33Q: 3 clusters Score -786099.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -786102.500000 Penalty: 4451.724609
	Iteration 34Q: 3 clusters Score -786102.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -786106.937500 Penalty: 4451.724609
	Iteration 35Q: 3 clusters Score -786106.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -786109.250000 Penalty: 4451.724609
	Iteration 36Q: 3 clusters Score -786109.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -786113.437500 Penalty: 4451.724609
	Iteration 37Q: 3 clusters Score -786113.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -786114.250000 Penalty: 4451.724609
	Iteration 38Q: 3 clusters Score -786114.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -786116.937500 Penalty: 4451.724609
	Iteration 39Q: 3 clusters Score -786116.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -786122.625000 Penalty: 4451.724609
	Iteration 40F: 3 clusters Score -786122.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -786125.437500 Penalty: 4451.724609
	Iteration 41Q: 3 clusters Score -786125.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -786128.625000 Penalty: 4451.724609
	Iteration 42Q: 3 clusters Score -786128.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -786131.500000 Penalty: 4451.724609
	Iteration 43Q: 3 clusters Score -786131.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -786138.562500 Penalty: 4451.724609
	Iteration 44Q: 3 clusters Score -786138.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -786141.562500 Penalty: 4451.724609
	Iteration 45Q: 3 clusters Score -786141.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -786145.562500 Penalty: 4451.724609
	Iteration 46Q: 3 clusters Score -786145.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -786152.812500 Penalty: 4451.724609
	Iteration 47Q: 3 clusters Score -786152.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -786153.625000 Penalty: 4451.724609
	Iteration 48Q: 3 clusters Score -786153.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -786158.750000 Penalty: 4451.724609
	Iteration 49Q: 3 clusters Score -786158.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -786160.687500 Penalty: 4451.724609
	Iteration 50Q: 3 clusters Score -786160.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -786163.437500 Penalty: 4451.724609
	Iteration 51Q: 3 clusters Score -786163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -786163.250000 Penalty: 4451.724609
	Iteration 52Q: 3 clusters Score -786163.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -786163.187500 Penalty: 4451.724609
	Iteration 53Q: 3 clusters Score -786163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -786165.437500 Penalty: 4451.724609
	Iteration 54Q: 3 clusters Score -786165.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -786166.750000 Penalty: 4451.724609
	Iteration 55Q: 3 clusters Score -786166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -786165.937500 Penalty: 4451.724609
	Iteration 56Q: 3 clusters Score -786165.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -786170.812500 Penalty: 4451.724609
	Iteration 57Q: 3 clusters Score -786170.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -786169.875000 Penalty: 4451.724609
	Iteration 58Q: 3 clusters Score -786169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -786171.937500 Penalty: 4451.724609
	Iteration 59Q: 3 clusters Score -786171.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -786173.500000 Penalty: 4451.724609
	Iteration 60F: 3 clusters Score -786173.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -786174.937500 Penalty: 4451.724609
	Iteration 61Q: 3 clusters Score -786174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -786175.937500 Penalty: 4451.724609
	Iteration 62Q: 3 clusters Score -786175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -786176.500000 Penalty: 4451.724609
	Iteration 63Q: 3 clusters Score -786176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -786176.687500 Penalty: 4451.724609
	Iteration 64Q: 3 clusters Score -786176.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -786177.562500 Penalty: 4451.724609
	Iteration 65Q: 3 clusters Score -786177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -786179.375000 Penalty: 4451.724609
	Iteration 66Q: 3 clusters Score -786179.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -786179.937500 Penalty: 4451.724609
	Iteration 67Q: 3 clusters Score -786179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -786179.562500 Penalty: 4451.724609
	Iteration 68Q: 3 clusters Score -786179.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -786179.562500 Penalty: 4451.724609
	Iteration 69F: 3 clusters Score -786179.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Entering Unmasked Estep 
Score: -476146.812500 Penalty: 2140.812012
	Iteration 0F: 2 clusters Score -476146.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -471243.687500 Penalty: 4281.624023
	Iteration 0F: 3 clusters Score -471243.7 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -472732.625000 Penalty: 4281.624023
	Iteration 1F: 3 clusters Score -472732.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -473168.093750 Penalty: 4281.624023
	Iteration 2F: 3 clusters Score -473168.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -473533.312500 Penalty: 4281.624023
	Iteration 3F: 3 clusters Score -473533.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -473949.593750 Penalty: 4281.624023
	Iteration 4F: 3 clusters Score -473949.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -474406.031250 Penalty: 4281.624023
	Iteration 5F: 3 clusters Score -474406 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -474753.562500 Penalty: 4281.624023
	Iteration 6F: 3 clusters Score -474753.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -474960.500000 Penalty: 4281.624023
	Iteration 7Q: 3 clusters Score -474960.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -475081.468750 Penalty: 4281.624023
	Iteration 8Q: 3 clusters Score -475081.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -475164.906250 Penalty: 4281.624023
	Iteration 9Q: 3 clusters Score -475164.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -475224.906250 Penalty: 4281.624023
	Iteration 10Q: 3 clusters Score -475224.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -475262.875000 Penalty: 4281.624023
	Iteration 11Q: 3 clusters Score -475262.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -475289.500000 Penalty: 4281.624023
	Iteration 12Q: 3 clusters Score -475289.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -475317.343750 Penalty: 4281.624023
	Iteration 13Q: 3 clusters Score -475317.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -475336.812500 Penalty: 4281.624023
	Iteration 14Q: 3 clusters Score -475336.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -475349.000000 Penalty: 4281.624023
	Iteration 15Q: 3 clusters Score -475349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -475361.937500 Penalty: 4281.624023
	Iteration 16Q: 3 clusters Score -475361.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -475367.468750 Penalty: 4281.624023
	Iteration 17Q: 3 clusters Score -475367.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -475370.625000 Penalty: 4281.624023
	Iteration 18Q: 3 clusters Score -475370.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -475373.843750 Penalty: 4281.624023
	Iteration 19Q: 3 clusters Score -475373.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -475377.406250 Penalty: 4281.624023
	Iteration 20F: 3 clusters Score -475377.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -475380.937500 Penalty: 4281.624023
	Iteration 21Q: 3 clusters Score -475380.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -475383.906250 Penalty: 4281.624023
	Iteration 22Q: 3 clusters Score -475383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -475383.718750 Penalty: 4281.624023
	Iteration 23Q: 3 clusters Score -475383.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -475386.968750 Penalty: 4281.624023
	Iteration 24Q: 3 clusters Score -475387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -475388.500000 Penalty: 4281.624023
	Iteration 25Q: 3 clusters Score -475388.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -475392.406250 Penalty: 4281.624023
	Iteration 26Q: 3 clusters Score -475392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -475394.937500 Penalty: 4281.624023
	Iteration 27Q: 3 clusters Score -475394.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -475395.343750 Penalty: 4281.624023
	Iteration 28Q: 3 clusters Score -475395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -475395.906250 Penalty: 4281.624023
	Iteration 29Q: 3 clusters Score -475395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -475397.187500 Penalty: 4281.624023
	Iteration 30Q: 3 clusters Score -475397.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -475396.343750 Penalty: 4281.624023
	Iteration 31Q: 3 clusters Score -475396.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -475398.093750 Penalty: 4281.624023
	Iteration 32Q: 3 clusters Score -475398.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -475399.843750 Penalty: 4281.624023
	Iteration 33Q: 3 clusters Score -475399.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -475400.625000 Penalty: 4281.624023
	Iteration 34Q: 3 clusters Score -475400.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -475402.218750 Penalty: 4281.624023
	Iteration 35Q: 3 clusters Score -475402.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -475402.468750 Penalty: 4281.624023
	Iteration 36Q: 3 clusters Score -475402.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -475404.843750 Penalty: 4281.624023
	Iteration 37Q: 3 clusters Score -475404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -475404.281250 Penalty: 4281.624023
	Iteration 38Q: 3 clusters Score -475404.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -475405.125000 Penalty: 4281.624023
	Iteration 39Q: 3 clusters Score -475405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -475405.843750 Penalty: 4281.624023
	Iteration 40F: 3 clusters Score -475405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -475407.750000 Penalty: 4281.624023
	Iteration 41Q: 3 clusters Score -475407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -475409.187500 Penalty: 4281.624023
	Iteration 42Q: 3 clusters Score -475409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -475409.000000 Penalty: 4281.624023
	Iteration 43Q: 3 clusters Score -475409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -475409.156250 Penalty: 4281.624023
	Iteration 44Q: 3 clusters Score -475409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -475409.156250 Penalty: 4281.624023
	Iteration 45F: 3 clusters Score -475409.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Entering Unmasked Estep 
Score: -708702.062500 Penalty: 2205.810059
	Iteration 0F: 2 clusters Score -708702.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -702667.000000 Penalty: 4411.620117
	Iteration 0F: 3 clusters Score -702667 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -704252.812500 Penalty: 4411.620117
	Iteration 1F: 3 clusters Score -704252.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -704607.000000 Penalty: 4411.620117
	Iteration 2F: 3 clusters Score -704607 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -704879.750000 Penalty: 4411.620117
	Iteration 3F: 3 clusters Score -704879.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -705183.750000 Penalty: 4411.620117
	Iteration 4Q: 3 clusters Score -705183.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -705479.375000 Penalty: 4411.620117
	Iteration 5F: 3 clusters Score -705479.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -705757.375000 Penalty: 4411.620117
	Iteration 6F: 3 clusters Score -705757.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -705975.375000 Penalty: 4411.620117
	Iteration 7Q: 3 clusters Score -705975.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -706137.500000 Penalty: 4411.620117
	Iteration 8Q: 3 clusters Score -706137.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -706252.125000 Penalty: 4411.620117
	Iteration 9Q: 3 clusters Score -706252.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -706358.687500 Penalty: 4411.620117
	Iteration 10Q: 3 clusters Score -706358.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -706450.125000 Penalty: 4411.620117
	Iteration 11Q: 3 clusters Score -706450.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -706523.000000 Penalty: 4411.620117
	Iteration 12Q: 3 clusters Score -706523 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -706585.937500 Penalty: 4411.620117
	Iteration 13Q: 3 clusters Score -706585.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -706643.437500 Penalty: 4411.620117
	Iteration 14Q: 3 clusters Score -706643.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -706695.937500 Penalty: 4411.620117
	Iteration 15Q: 3 clusters Score -706695.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -706746.437500 Penalty: 4411.620117
	Iteration 16Q: 3 clusters Score -706746.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -706803.937500 Penalty: 4411.620117
	Iteration 17Q: 3 clusters Score -706803.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -706863.250000 Penalty: 4411.620117
	Iteration 18Q: 3 clusters Score -706863.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -706946.000000 Penalty: 4411.620117
	Iteration 19Q: 3 clusters Score -706946 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -707092.062500 Penalty: 4411.620117
	Iteration 20F: 3 clusters Score -707092.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -707255.312500 Penalty: 4411.620117
	Iteration 21Q: 3 clusters Score -707255.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -707380.875000 Penalty: 4411.620117
	Iteration 22Q: 3 clusters Score -707380.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -707485.562500 Penalty: 4411.620117
	Iteration 23Q: 3 clusters Score -707485.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -707552.562500 Penalty: 4411.620117
	Iteration 24Q: 3 clusters Score -707552.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -707586.437500 Penalty: 4411.620117
	Iteration 25Q: 3 clusters Score -707586.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -707618.375000 Penalty: 4411.620117
	Iteration 26Q: 3 clusters Score -707618.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -707636.500000 Penalty: 4411.620117
	Iteration 27Q: 3 clusters Score -707636.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -707646.937500 Penalty: 4411.620117
	Iteration 28Q: 3 clusters Score -707646.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -707660.312500 Penalty: 4411.620117
	Iteration 29Q: 3 clusters Score -707660.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -707669.312500 Penalty: 4411.620117
	Iteration 30Q: 3 clusters Score -707669.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -707676.312500 Penalty: 4411.620117
	Iteration 31Q: 3 clusters Score -707676.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -707684.250000 Penalty: 4411.620117
	Iteration 32Q: 3 clusters Score -707684.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -707688.312500 Penalty: 4411.620117
	Iteration 33Q: 3 clusters Score -707688.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -707692.562500 Penalty: 4411.620117
	Iteration 34Q: 3 clusters Score -707692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -707694.812500 Penalty: 4411.620117
	Iteration 35Q: 3 clusters Score -707694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -707696.000000 Penalty: 4411.620117
	Iteration 36Q: 3 clusters Score -707696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -707695.875000 Penalty: 4411.620117
	Iteration 37Q: 3 clusters Score -707695.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -707698.375000 Penalty: 4411.620117
	Iteration 38Q: 3 clusters Score -707698.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -707697.875000 Penalty: 4411.620117
	Iteration 39Q: 3 clusters Score -707697.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -707697.875000 Penalty: 4411.620117
	Iteration 40F: 3 clusters Score -707697.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -330431.281250 Penalty: 2027.326294
	Iteration 0F: 2 clusters Score -330431.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -326813.343750 Penalty: 4054.652588
	Iteration 0F: 3 clusters Score -326813.3 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -327551.875000 Penalty: 4054.652588
	Iteration 1F: 3 clusters Score -327551.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -327714.156250 Penalty: 4054.652588
	Iteration 2F: 3 clusters Score -327714.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -327835.218750 Penalty: 4054.652588
	Iteration 3Q: 3 clusters Score -327835.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -327933.843750 Penalty: 4054.652588
	Iteration 4Q: 3 clusters Score -327933.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -328015.500000 Penalty: 4054.652588
	Iteration 5Q: 3 clusters Score -328015.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -328078.375000 Penalty: 4054.652588
	Iteration 6Q: 3 clusters Score -328078.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -328122.312500 Penalty: 4054.652588
	Iteration 7Q: 3 clusters Score -328122.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -328177.968750 Penalty: 4054.652588
	Iteration 8Q: 3 clusters Score -328178 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -328222.343750 Penalty: 4054.652588
	Iteration 9Q: 3 clusters Score -328222.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -328271.156250 Penalty: 4054.652588
	Iteration 10Q: 3 clusters Score -328271.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -328317.906250 Penalty: 4054.652588
	Iteration 11Q: 3 clusters Score -328317.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -328356.656250 Penalty: 4054.652588
	Iteration 12Q: 3 clusters Score -328356.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -328397.875000 Penalty: 4054.652588
	Iteration 13Q: 3 clusters Score -328397.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -328441.437500 Penalty: 4054.652588
	Iteration 14Q: 3 clusters Score -328441.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -328476.750000 Penalty: 4054.652588
	Iteration 15Q: 3 clusters Score -328476.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -328526.031250 Penalty: 4054.652588
	Iteration 16Q: 3 clusters Score -328526 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -328584.062500 Penalty: 4054.652588
	Iteration 17Q: 3 clusters Score -328584.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -328625.562500 Penalty: 4054.652588
	Iteration 18Q: 3 clusters Score -328625.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -328656.937500 Penalty: 4054.652588
	Iteration 19Q: 3 clusters Score -328656.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -328677.906250 Penalty: 4054.652588
	Iteration 20F: 3 clusters Score -328677.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -328697.281250 Penalty: 4054.652588
	Iteration 21Q: 3 clusters Score -328697.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -328716.125000 Penalty: 4054.652588
	Iteration 22Q: 3 clusters Score -328716.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -328736.343750 Penalty: 4054.652588
	Iteration 23Q: 3 clusters Score -328736.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -328756.562500 Penalty: 4054.652588
	Iteration 24Q: 3 clusters Score -328756.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -328774.906250 Penalty: 4054.652588
	Iteration 25Q: 3 clusters Score -328774.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -328791.406250 Penalty: 4054.652588
	Iteration 26Q: 3 clusters Score -328791.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -328805.593750 Penalty: 4054.652588
	Iteration 27Q: 3 clusters Score -328805.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -328815.375000 Penalty: 4054.652588
	Iteration 28Q: 3 clusters Score -328815.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -328823.250000 Penalty: 4054.652588
	Iteration 29Q: 3 clusters Score -328823.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -328827.937500 Penalty: 4054.652588
	Iteration 30Q: 3 clusters Score -328827.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -328831.250000 Penalty: 4054.652588
	Iteration 31Q: 3 clusters Score -328831.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -328834.937500 Penalty: 4054.652588
	Iteration 32Q: 3 clusters Score -328834.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -328837.531250 Penalty: 4054.652588
	Iteration 33Q: 3 clusters Score -328837.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -328840.781250 Penalty: 4054.652588
	Iteration 34Q: 3 clusters Score -328840.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -328844.437500 Penalty: 4054.652588
	Iteration 35Q: 3 clusters Score -328844.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -328845.937500 Penalty: 4054.652588
	Iteration 36Q: 3 clusters Score -328845.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -328848.812500 Penalty: 4054.652588
	Iteration 37Q: 3 clusters Score -328848.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -328851.812500 Penalty: 4054.652588
	Iteration 38Q: 3 clusters Score -328851.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -328854.718750 Penalty: 4054.652588
	Iteration 39Q: 3 clusters Score -328854.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -328857.562500 Penalty: 4054.652588
	Iteration 40F: 3 clusters Score -328857.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -328859.906250 Penalty: 4054.652588
	Iteration 41Q: 3 clusters Score -328859.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -328863.156250 Penalty: 4054.652588
	Iteration 42Q: 3 clusters Score -328863.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -328865.468750 Penalty: 4054.652588
	Iteration 43Q: 3 clusters Score -328865.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -328869.093750 Penalty: 4054.652588
	Iteration 44Q: 3 clusters Score -328869.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -328875.812500 Penalty: 4054.652588
	Iteration 45Q: 3 clusters Score -328875.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -328883.375000 Penalty: 4054.652588
	Iteration 46Q: 3 clusters Score -328883.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -328893.093750 Penalty: 4054.652588
	Iteration 47Q: 3 clusters Score -328893.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -328899.937500 Penalty: 4054.652588
	Iteration 48Q: 3 clusters Score -328899.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -328909.343750 Penalty: 4054.652588
	Iteration 49Q: 3 clusters Score -328909.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -328919.906250 Penalty: 4054.652588
	Iteration 50Q: 3 clusters Score -328919.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -328929.812500 Penalty: 4054.652588
	Iteration 51Q: 3 clusters Score -328929.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -328940.250000 Penalty: 4054.652588
	Iteration 52Q: 3 clusters Score -328940.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -328945.343750 Penalty: 4054.652588
	Iteration 53Q: 3 clusters Score -328945.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -328951.843750 Penalty: 4054.652588
	Iteration 54Q: 3 clusters Score -328951.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -328957.562500 Penalty: 4054.652588
	Iteration 55Q: 3 clusters Score -328957.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -328963.062500 Penalty: 4054.652588
	Iteration 56Q: 3 clusters Score -328963.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -328970.281250 Penalty: 4054.652588
	Iteration 57Q: 3 clusters Score -328970.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -328975.250000 Penalty: 4054.652588
	Iteration 58Q: 3 clusters Score -328975.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -328979.281250 Penalty: 4054.652588
	Iteration 59Q: 3 clusters Score -328979.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -328984.250000 Penalty: 4054.652588
	Iteration 60F: 3 clusters Score -328984.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -328991.156250 Penalty: 4054.652588
	Iteration 61Q: 3 clusters Score -328991.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -328997.437500 Penalty: 4054.652588
	Iteration 62Q: 3 clusters Score -328997.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -329002.343750 Penalty: 4054.652588
	Iteration 63Q: 3 clusters Score -329002.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -329005.531250 Penalty: 4054.652588
	Iteration 64Q: 3 clusters Score -329005.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -329010.593750 Penalty: 4054.652588
	Iteration 65Q: 3 clusters Score -329010.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -329018.843750 Penalty: 4054.652588
	Iteration 66Q: 3 clusters Score -329018.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -329025.625000 Penalty: 4054.652588
	Iteration 67Q: 3 clusters Score -329025.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -329030.031250 Penalty: 4054.652588
	Iteration 68Q: 3 clusters Score -329030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -329036.312500 Penalty: 4054.652588
	Iteration 69Q: 3 clusters Score -329036.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -329042.750000 Penalty: 4054.652588
	Iteration 70Q: 3 clusters Score -329042.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -329050.843750 Penalty: 4054.652588
	Iteration 71Q: 3 clusters Score -329050.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -329059.593750 Penalty: 4054.652588
	Iteration 72Q: 3 clusters Score -329059.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -329072.062500 Penalty: 4054.652588
	Iteration 73Q: 3 clusters Score -329072.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -329081.250000 Penalty: 4054.652588
	Iteration 74Q: 3 clusters Score -329081.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -329090.531250 Penalty: 4054.652588
	Iteration 75Q: 3 clusters Score -329090.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -329095.000000 Penalty: 4054.652588
	Iteration 76Q: 3 clusters Score -329095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -329098.468750 Penalty: 4054.652588
	Iteration 77Q: 3 clusters Score -329098.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -329101.531250 Penalty: 4054.652588
	Iteration 78Q: 3 clusters Score -329101.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -329104.281250 Penalty: 4054.652588
	Iteration 79Q: 3 clusters Score -329104.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -329104.343750 Penalty: 4054.652588
	Iteration 80F: 3 clusters Score -329104.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -329104.343750 Penalty: 4054.652588
	Iteration 81Q: 3 clusters Score -329104.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -329105.062500 Penalty: 4054.652588
	Iteration 82Q: 3 clusters Score -329105.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -329105.062500 Penalty: 4054.652588
	Iteration 83F: 3 clusters Score -329105.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Entering Unmasked Estep 
Score: -749726.562500 Penalty: 2208.886475
	Iteration 0F: 2 clusters Score -749726.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -743736.937500 Penalty: 4417.772949
	Iteration 0F: 3 clusters Score -743736.9 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -745296.562500 Penalty: 4417.772949
	Iteration 1F: 3 clusters Score -745296.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -745541.062500 Penalty: 4417.772949
	Iteration 2F: 3 clusters Score -745541.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -745697.687500 Penalty: 4417.772949
	Iteration 3Q: 3 clusters Score -745697.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -745813.312500 Penalty: 4417.772949
	Iteration 4Q: 3 clusters Score -745813.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -745903.187500 Penalty: 4417.772949
	Iteration 5Q: 3 clusters Score -745903.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -745966.000000 Penalty: 4417.772949
	Iteration 6Q: 3 clusters Score -745966 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -746009.250000 Penalty: 4417.772949
	Iteration 7Q: 3 clusters Score -746009.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -746056.750000 Penalty: 4417.772949
	Iteration 8Q: 3 clusters Score -746056.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -746115.375000 Penalty: 4417.772949
	Iteration 9Q: 3 clusters Score -746115.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -746178.500000 Penalty: 4417.772949
	Iteration 10Q: 3 clusters Score -746178.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -746240.812500 Penalty: 4417.772949
	Iteration 11Q: 3 clusters Score -746240.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -746326.625000 Penalty: 4417.772949
	Iteration 12Q: 3 clusters Score -746326.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -746440.437500 Penalty: 4417.772949
	Iteration 13Q: 3 clusters Score -746440.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -746565.562500 Penalty: 4417.772949
	Iteration 14Q: 3 clusters Score -746565.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -746702.187500 Penalty: 4417.772949
	Iteration 15Q: 3 clusters Score -746702.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -746851.500000 Penalty: 4417.772949
	Iteration 16Q: 3 clusters Score -746851.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -747021.000000 Penalty: 4417.772949
	Iteration 17Q: 3 clusters Score -747021 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -747179.687500 Penalty: 4417.772949
	Iteration 18Q: 3 clusters Score -747179.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -747338.187500 Penalty: 4417.772949
	Iteration 19Q: 3 clusters Score -747338.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -747446.750000 Penalty: 4417.772949
	Iteration 20F: 3 clusters Score -747446.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -747539.000000 Penalty: 4417.772949
	Iteration 21Q: 3 clusters Score -747539 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -747593.812500 Penalty: 4417.772949
	Iteration 22Q: 3 clusters Score -747593.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -747640.750000 Penalty: 4417.772949
	Iteration 23Q: 3 clusters Score -747640.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -747673.437500 Penalty: 4417.772949
	Iteration 24Q: 3 clusters Score -747673.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -747703.250000 Penalty: 4417.772949
	Iteration 25Q: 3 clusters Score -747703.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -747722.437500 Penalty: 4417.772949
	Iteration 26Q: 3 clusters Score -747722.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -747731.500000 Penalty: 4417.772949
	Iteration 27Q: 3 clusters Score -747731.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -747743.937500 Penalty: 4417.772949
	Iteration 28Q: 3 clusters Score -747743.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -747753.437500 Penalty: 4417.772949
	Iteration 29Q: 3 clusters Score -747753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -747760.250000 Penalty: 4417.772949
	Iteration 30Q: 3 clusters Score -747760.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -747766.187500 Penalty: 4417.772949
	Iteration 31Q: 3 clusters Score -747766.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -747771.187500 Penalty: 4417.772949
	Iteration 32Q: 3 clusters Score -747771.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -747778.312500 Penalty: 4417.772949
	Iteration 33Q: 3 clusters Score -747778.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -747786.687500 Penalty: 4417.772949
	Iteration 34Q: 3 clusters Score -747786.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -747792.812500 Penalty: 4417.772949
	Iteration 35Q: 3 clusters Score -747792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -747799.562500 Penalty: 4417.772949
	Iteration 36Q: 3 clusters Score -747799.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -747802.375000 Penalty: 4417.772949
	Iteration 37Q: 3 clusters Score -747802.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -747805.187500 Penalty: 4417.772949
	Iteration 38Q: 3 clusters Score -747805.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -747811.062500 Penalty: 4417.772949
	Iteration 39Q: 3 clusters Score -747811.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -747815.312500 Penalty: 4417.772949
	Iteration 40F: 3 clusters Score -747815.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -747820.062500 Penalty: 4417.772949
	Iteration 41Q: 3 clusters Score -747820.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -747825.312500 Penalty: 4417.772949
	Iteration 42Q: 3 clusters Score -747825.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -747831.500000 Penalty: 4417.772949
	Iteration 43Q: 3 clusters Score -747831.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -747838.750000 Penalty: 4417.772949
	Iteration 44Q: 3 clusters Score -747838.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -747842.437500 Penalty: 4417.772949
	Iteration 45Q: 3 clusters Score -747842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -747843.187500 Penalty: 4417.772949
	Iteration 46Q: 3 clusters Score -747843.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -747843.187500 Penalty: 4417.772949
	Iteration 47F: 3 clusters Score -747843.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (66604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Entering Unmasked Estep 
Score: -6770726.000000 Penalty: 2754.416992
	Iteration 0F: 2 clusters Score -6770726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -6725893.500000 Penalty: 5508.833984
	Iteration 0F: 3 clusters Score -6725894 nChanged 31282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -6743247.500000 Penalty: 5508.833984
	Iteration 1F: 3 clusters Score -6743248 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -6743900.000000 Penalty: 5508.833984
	Iteration 2Q: 3 clusters Score -6743900 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -6744562.000000 Penalty: 5508.833984
	Iteration 3Q: 3 clusters Score -6744562 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -6745304.000000 Penalty: 5508.833984
	Iteration 4Q: 3 clusters Score -6745304 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -6746319.000000 Penalty: 5508.833984
	Iteration 5Q: 3 clusters Score -6746319 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -6747839.500000 Penalty: 5508.833984
	Iteration 6Q: 3 clusters Score -6747840 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -6750196.000000 Penalty: 5508.833984
	Iteration 7F: 3 clusters Score -6750196 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -6753417.000000 Penalty: 5508.833984
	Iteration 8F: 3 clusters Score -6753417 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -6757337.500000 Penalty: 5508.833984
	Iteration 9F: 3 clusters Score -6757338 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -6760948.500000 Penalty: 5508.833984
	Iteration 10F: 3 clusters Score -6760948 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -6763495.000000 Penalty: 5508.833984
	Iteration 11Q: 3 clusters Score -6763495 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -6765042.000000 Penalty: 5508.833984
	Iteration 12Q: 3 clusters Score -6765042 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -6765878.000000 Penalty: 5508.833984
	Iteration 13Q: 3 clusters Score -6765878 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 61655 members 
Entering Unmasked Estep 
Score: -6766366.500000 Penalty: 5508.833984
	Iteration 14Q: 3 clusters Score -6766366 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -6766696.000000 Penalty: 5508.833984
	Iteration 15Q: 3 clusters Score -6766696 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -6766938.500000 Penalty: 5508.833984
	Iteration 16Q: 3 clusters Score -6766938 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -6767205.000000 Penalty: 5508.833984
	Iteration 17Q: 3 clusters Score -6767205 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -6767403.000000 Penalty: 5508.833984
	Iteration 18Q: 3 clusters Score -6767403 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -6767602.000000 Penalty: 5508.833984
	Iteration 19Q: 3 clusters Score -6767602 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -6767719.000000 Penalty: 5508.833984
	Iteration 20F: 3 clusters Score -6767719 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -6767821.000000 Penalty: 5508.833984
	Iteration 21Q: 3 clusters Score -6767821 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -6767950.000000 Penalty: 5508.833984
	Iteration 22Q: 3 clusters Score -6767950 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -6768045.500000 Penalty: 5508.833984
	Iteration 23Q: 3 clusters Score -6768046 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -6768119.000000 Penalty: 5508.833984
	Iteration 24Q: 3 clusters Score -6768119 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 65364 members 
Entering Unmasked Estep 
Score: -6768171.500000 Penalty: 5508.833984
	Iteration 25Q: 3 clusters Score -6768172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -6768217.500000 Penalty: 5508.833984
	Iteration 26Q: 3 clusters Score -6768218 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 65547 members 
Entering Unmasked Estep 
Score: -6768256.000000 Penalty: 5508.833984
	Iteration 27Q: 3 clusters Score -6768256 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -6768272.500000 Penalty: 5508.833984
	Iteration 28Q: 3 clusters Score -6768272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -6768295.000000 Penalty: 5508.833984
	Iteration 29Q: 3 clusters Score -6768295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -6768317.000000 Penalty: 5508.833984
	Iteration 30Q: 3 clusters Score -6768317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 65732 members 
Entering Unmasked Estep 
Score: -6768332.000000 Penalty: 5508.833984
	Iteration 31Q: 3 clusters Score -6768332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 65752 members 
Entering Unmasked Estep 
Score: -6768347.500000 Penalty: 5508.833984
	Iteration 32Q: 3 clusters Score -6768348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 65770 members 
Entering Unmasked Estep 
Score: -6768346.000000 Penalty: 5508.833984
	Iteration 33Q: 3 clusters Score -6768346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -6768357.500000 Penalty: 5508.833984
	Iteration 34Q: 3 clusters Score -6768358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -6768372.000000 Penalty: 5508.833984
	Iteration 35Q: 3 clusters Score -6768372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -6768376.500000 Penalty: 5508.833984
	Iteration 36Q: 3 clusters Score -6768376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -6768396.500000 Penalty: 5508.833984
	Iteration 37Q: 3 clusters Score -6768396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -6768386.500000 Penalty: 5508.833984
	Iteration 38Q: 3 clusters Score -6768386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -6768398.000000 Penalty: 5508.833984
	Iteration 39Q: 3 clusters Score -6768398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -6768410.000000 Penalty: 5508.833984
	Iteration 40F: 3 clusters Score -6768410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
Score: -6768408.500000 Penalty: 5508.833984
	Iteration 41Q: 3 clusters Score -6768408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -6768407.500000 Penalty: 5508.833984
	Iteration 42Q: 3 clusters Score -6768408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 65890 members 
Entering Unmasked Estep 
Score: -6768407.000000 Penalty: 5508.833984
	Iteration 43Q: 3 clusters Score -6768407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -6768417.000000 Penalty: 5508.833984
	Iteration 44Q: 3 clusters Score -6768417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -6768428.500000 Penalty: 5508.833984
	Iteration 45Q: 3 clusters Score -6768428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -6768427.500000 Penalty: 5508.833984
	Iteration 46Q: 3 clusters Score -6768428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 65904 members 
Entering Unmasked Estep 
Score: -6768424.500000 Penalty: 5508.833984
	Iteration 47Q: 3 clusters Score -6768424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -6768425.000000 Penalty: 5508.833984
	Iteration 48Q: 3 clusters Score -6768425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -6768425.000000 Penalty: 5508.833984
	Iteration 49F: 3 clusters Score -6768425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184605 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287671 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16514 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85702 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16308 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97841 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44303 members 
Mstep: Class 19 contains 11205 members 
Mstep: Class 20 contains 24854 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199687 members 
Mstep: Class 23 contains 39237 members 
Mstep: Class 24 contains 227982 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 5610 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158912.000000 Penalty: 117006.343750
Iteration 359Q: 34 clusters Score -1.571589e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184605 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287660 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16514 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16850 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85695 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16307 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97840 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44303 members 
Mstep: Class 19 contains 11207 members 
Mstep: Class 20 contains 24854 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199705 members 
Mstep: Class 23 contains 39237 members 
Mstep: Class 24 contains 227982 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22394 members 
Mstep: Class 28 contains 7906 members 
Mstep: Class 29 contains 5610 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158896.000000 Penalty: 117006.343750
Iteration 360F: 34 clusters Score -1.571589e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184607 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287650 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16514 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16850 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85686 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16304 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97841 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44304 members 
Mstep: Class 19 contains 11215 members 
Mstep: Class 20 contains 24854 members 
Mstep: Class 21 contains 15610 members 
Mstep: Class 22 contains 199719 members 
Mstep: Class 23 contains 39237 members 
Mstep: Class 24 contains 227982 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22392 members 
Mstep: Class 28 contains 7907 members 
Mstep: Class 29 contains 5610 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158912.000000 Penalty: 117006.343750
Iteration 361Q: 34 clusters Score -1.571589e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184610 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287642 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16514 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16850 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85685 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16301 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97839 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44303 members 
Mstep: Class 19 contains 11218 members 
Mstep: Class 20 contains 24854 members 
Mstep: Class 21 contains 15610 members 
Mstep: Class 22 contains 199734 members 
Mstep: Class 23 contains 39237 members 
Mstep: Class 24 contains 227980 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22389 members 
Mstep: Class 28 contains 7907 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158944.000000 Penalty: 117006.343750
Iteration 362Q: 34 clusters Score -1.571589e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184615 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287628 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16515 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16850 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85680 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16299 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44302 members 
Mstep: Class 19 contains 11219 members 
Mstep: Class 20 contains 24853 members 
Mstep: Class 21 contains 15610 members 
Mstep: Class 22 contains 199752 members 
Mstep: Class 23 contains 39238 members 
Mstep: Class 24 contains 227980 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22389 members 
Mstep: Class 28 contains 7907 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158912.000000 Penalty: 117006.343750
Iteration 363Q: 34 clusters Score -1.571589e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184619 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287616 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16515 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16850 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85676 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16297 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44301 members 
Mstep: Class 19 contains 11220 members 
Mstep: Class 20 contains 24852 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199769 members 
Mstep: Class 23 contains 39240 members 
Mstep: Class 24 contains 227980 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22389 members 
Mstep: Class 28 contains 7907 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158912.000000 Penalty: 117006.343750
Iteration 364Q: 34 clusters Score -1.571589e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184619 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287611 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16515 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16850 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85675 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16296 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44300 members 
Mstep: Class 19 contains 11221 members 
Mstep: Class 20 contains 24851 members 
Mstep: Class 21 contains 15610 members 
Mstep: Class 22 contains 199778 members 
Mstep: Class 23 contains 39245 members 
Mstep: Class 24 contains 227976 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22388 members 
Mstep: Class 28 contains 7907 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158976.000000 Penalty: 117006.343750
Iteration 365Q: 34 clusters Score -1.57159e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184620 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287602 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16515 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16849 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85671 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16295 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97839 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44302 members 
Mstep: Class 19 contains 11222 members 
Mstep: Class 20 contains 24851 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199790 members 
Mstep: Class 23 contains 39246 members 
Mstep: Class 24 contains 227975 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22388 members 
Mstep: Class 28 contains 7907 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158960.000000 Penalty: 117006.343750
Iteration 366Q: 34 clusters Score -1.57159e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287599 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16515 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16849 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85667 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16294 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44302 members 
Mstep: Class 19 contains 11223 members 
Mstep: Class 20 contains 24850 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199799 members 
Mstep: Class 23 contains 39246 members 
Mstep: Class 24 contains 227975 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7907 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158960.000000 Penalty: 117006.343750
Iteration 367Q: 34 clusters Score -1.57159e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184625 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287593 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16515 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16850 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85662 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16293 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44302 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24850 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199808 members 
Mstep: Class 23 contains 39246 members 
Mstep: Class 24 contains 227974 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7907 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158992.000000 Penalty: 117006.343750
Iteration 368Q: 34 clusters Score -1.57159e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184629 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287586 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16515 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16849 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85659 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16293 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97839 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44302 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24848 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199818 members 
Mstep: Class 23 contains 39247 members 
Mstep: Class 24 contains 227969 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7907 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158992.000000 Penalty: 117006.343750
Iteration 369Q: 34 clusters Score -1.57159e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184631 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287579 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16516 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16849 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85657 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16291 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44301 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24846 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199830 members 
Mstep: Class 23 contains 39248 members 
Mstep: Class 24 contains 227971 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158976.000000 Penalty: 117006.343750
Iteration 370Q: 34 clusters Score -1.57159e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184630 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287571 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16519 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16849 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85655 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16290 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97839 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24845 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199841 members 
Mstep: Class 23 contains 39249 members 
Mstep: Class 24 contains 227971 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157159040.000000 Penalty: 117006.343750
Iteration 371Q: 34 clusters Score -1.57159e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287563 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16521 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16848 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85654 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16287 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97838 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 11223 members 
Mstep: Class 20 contains 24845 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199849 members 
Mstep: Class 23 contains 39249 members 
Mstep: Class 24 contains 227974 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157159008.000000 Penalty: 117006.343750
Iteration 372Q: 34 clusters Score -1.57159e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184634 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287552 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16522 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16847 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85650 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16286 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97837 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44300 members 
Mstep: Class 19 contains 11223 members 
Mstep: Class 20 contains 24844 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199861 members 
Mstep: Class 23 contains 39250 members 
Mstep: Class 24 contains 227974 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157159008.000000 Penalty: 117006.343750
Iteration 373Q: 34 clusters Score -1.57159e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184634 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287548 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16523 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16846 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85648 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16283 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97836 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44303 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24842 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199868 members 
Mstep: Class 23 contains 39250 members 
Mstep: Class 24 contains 227972 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158992.000000 Penalty: 117006.343750
Iteration 374Q: 34 clusters Score -1.57159e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184636 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287546 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16524 members 
Mstep: Class 6 contains 8992 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16843 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85648 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16282 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97834 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44305 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24839 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 199874 members 
Mstep: Class 23 contains 39251 members 
Mstep: Class 24 contains 227972 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158976.000000 Penalty: 117006.343750
Iteration 375Q: 34 clusters Score -1.57159e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184639 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287545 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16525 members 
Mstep: Class 6 contains 8992 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85647 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16281 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97832 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44304 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24837 members 
Mstep: Class 21 contains 15609 members 
Mstep: Class 22 contains 199881 members 
Mstep: Class 23 contains 39252 members 
Mstep: Class 24 contains 227971 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22386 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157159008.000000 Penalty: 117006.343750
Iteration 376Q: 34 clusters Score -1.57159e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184637 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287542 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16525 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85646 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16279 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44301 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24836 members 
Mstep: Class 21 contains 15610 members 
Mstep: Class 22 contains 199892 members 
Mstep: Class 23 contains 39253 members 
Mstep: Class 24 contains 227970 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158928.000000 Penalty: 117006.343750
Iteration 377Q: 34 clusters Score -1.571589e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184635 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287539 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16525 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85645 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16279 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24835 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199905 members 
Mstep: Class 23 contains 39252 members 
Mstep: Class 24 contains 227967 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158944.000000 Penalty: 117006.343750
Iteration 378Q: 34 clusters Score -1.571589e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287534 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16525 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67196 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85642 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16279 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44297 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24833 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199913 members 
Mstep: Class 23 contains 39254 members 
Mstep: Class 24 contains 227969 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158944.000000 Penalty: 117006.343750
Iteration 379Q: 34 clusters Score -1.571589e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184630 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287532 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16525 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67195 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85641 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16279 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44298 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24831 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199920 members 
Mstep: Class 23 contains 39255 members 
Mstep: Class 24 contains 227969 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158880.000000 Penalty: 117006.343750
Iteration 380F: 34 clusters Score -1.571589e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184629 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287532 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16525 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85638 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16279 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44294 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199928 members 
Mstep: Class 23 contains 39256 members 
Mstep: Class 24 contains 227969 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158960.000000 Penalty: 117006.343750
Iteration 381Q: 34 clusters Score -1.57159e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287529 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16525 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85637 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16279 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44291 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199937 members 
Mstep: Class 23 contains 39257 members 
Mstep: Class 24 contains 227968 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31732 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158944.000000 Penalty: 117006.343750
Iteration 382Q: 34 clusters Score -1.571589e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184627 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287526 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16525 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85636 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16279 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44287 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199946 members 
Mstep: Class 23 contains 39258 members 
Mstep: Class 24 contains 227965 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158976.000000 Penalty: 117006.343750
Iteration 383Q: 34 clusters Score -1.57159e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184626 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287524 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16525 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85636 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16278 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199952 members 
Mstep: Class 23 contains 39258 members 
Mstep: Class 24 contains 227964 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157159008.000000 Penalty: 117006.343750
Iteration 384Q: 34 clusters Score -1.57159e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287524 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16526 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85635 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16278 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199955 members 
Mstep: Class 23 contains 39258 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158976.000000 Penalty: 117006.343750
Iteration 385Q: 34 clusters Score -1.57159e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287522 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16527 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85635 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16278 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199957 members 
Mstep: Class 23 contains 39258 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158864.000000 Penalty: 117006.343750
Iteration 386Q: 34 clusters Score -1.571589e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287519 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85635 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16278 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199959 members 
Mstep: Class 23 contains 39258 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158880.000000 Penalty: 117006.343750
Iteration 387Q: 34 clusters Score -1.571589e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287519 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85635 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16278 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199957 members 
Mstep: Class 23 contains 39258 members 
Mstep: Class 24 contains 227964 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158832.000000 Penalty: 117006.343750
Iteration 388Q: 34 clusters Score -1.571588e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287519 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85635 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16278 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199959 members 
Mstep: Class 23 contains 39258 members 
Mstep: Class 24 contains 227964 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158864.000000 Penalty: 117006.343750
Iteration 389Q: 34 clusters Score -1.571589e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287518 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85634 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16278 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199961 members 
Mstep: Class 23 contains 39258 members 
Mstep: Class 24 contains 227964 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158848.000000 Penalty: 117006.343750
Iteration 390Q: 34 clusters Score -1.571588e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287517 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85633 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16278 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199965 members 
Mstep: Class 23 contains 39258 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158832.000000 Penalty: 117006.343750
Iteration 391Q: 34 clusters Score -1.571588e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287515 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85633 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16277 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199971 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227961 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158848.000000 Penalty: 117006.343750
Iteration 392Q: 34 clusters Score -1.571588e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287515 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85633 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44284 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199977 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158832.000000 Penalty: 117006.343750
Iteration 393Q: 34 clusters Score -1.571588e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287514 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85633 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44285 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199981 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227957 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158912.000000 Penalty: 117006.343750
Iteration 394Q: 34 clusters Score -1.571589e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287513 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85633 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44285 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199983 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227958 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158912.000000 Penalty: 117006.343750
Iteration 395Q: 34 clusters Score -1.571589e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287512 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85633 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44285 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199986 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227958 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158912.000000 Penalty: 117006.343750
Iteration 396Q: 34 clusters Score -1.571589e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287512 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85633 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44284 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199987 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227958 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158928.000000 Penalty: 117006.343750
Iteration 397Q: 34 clusters Score -1.571589e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287511 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85633 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44283 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199988 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158848.000000 Penalty: 117006.343750
Iteration 398Q: 34 clusters Score -1.571588e+08 nChanged 4
Entering ConstructFrom: 
Score: -157158848.000000 Penalty: 117006.343750
Entering ConstructFrom: 
Trying to split cluster 1 (184620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184620 members 
Entering Unmasked Estep 
Score: -18568164.000000 Penalty: 3007.261475
	Iteration 0F: 2 clusters Score -1.856816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92196 members 
Mstep: Class 2 contains 92424 members 
Entering Unmasked Estep 
Score: -18444794.000000 Penalty: 6014.522949
	Iteration 0F: 3 clusters Score -1.844479e+07 nChanged 88814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90710 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -18496232.000000 Penalty: 6014.522949
	Iteration 1F: 3 clusters Score -1.849623e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -18496934.000000 Penalty: 6014.522949
	Iteration 2Q: 3 clusters Score -1.849693e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 96972 members 
Entering Unmasked Estep 
Score: -18498182.000000 Penalty: 6014.522949
	Iteration 3Q: 3 clusters Score -1.849818e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 99880 members 
Entering Unmasked Estep 
Score: -18499342.000000 Penalty: 6014.522949
	Iteration 4Q: 3 clusters Score -1.849934e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 104329 members 
Entering Unmasked Estep 
Score: -18501216.000000 Penalty: 6014.522949
	Iteration 5Q: 3 clusters Score -1.850122e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73573 members 
Mstep: Class 2 contains 111047 members 
Entering Unmasked Estep 
Score: -18504658.000000 Penalty: 6014.522949
	Iteration 6Q: 3 clusters Score -1.850466e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 120722 members 
Entering Unmasked Estep 
Score: -18510848.000000 Penalty: 6014.522949
	Iteration 7F: 3 clusters Score -1.851085e+07 nChanged 13037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 133511 members 
Entering Unmasked Estep 
Score: -18520378.000000 Penalty: 6014.522949
	Iteration 8F: 3 clusters Score -1.852038e+07 nChanged 14911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 148304 members 
Entering Unmasked Estep 
Score: -18533564.000000 Penalty: 6014.522949
	Iteration 9F: 3 clusters Score -1.853356e+07 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 161982 members 
Entering Unmasked Estep 
Score: -18546496.000000 Penalty: 6014.522949
	Iteration 10F: 3 clusters Score -1.85465e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 171683 members 
Entering Unmasked Estep 
Score: -18555442.000000 Penalty: 6014.522949
	Iteration 11F: 3 clusters Score -1.855544e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 177446 members 
Entering Unmasked Estep 
Score: -18560518.000000 Penalty: 6014.522949
	Iteration 12Q: 3 clusters Score -1.856052e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 180466 members 
Entering Unmasked Estep 
Score: -18563094.000000 Penalty: 6014.522949
	Iteration 13Q: 3 clusters Score -1.856309e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 181984 members 
Entering Unmasked Estep 
Score: -18564382.000000 Penalty: 6014.522949
	Iteration 14Q: 3 clusters Score -1.856438e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 182797 members 
Entering Unmasked Estep 
Score: -18564964.000000 Penalty: 6014.522949
	Iteration 15Q: 3 clusters Score -1.856496e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 183171 members 
Entering Unmasked Estep 
Score: -18565274.000000 Penalty: 6014.522949
	Iteration 16Q: 3 clusters Score -1.856527e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 183385 members 
Entering Unmasked Estep 
Score: -18565424.000000 Penalty: 6014.522949
	Iteration 17Q: 3 clusters Score -1.856542e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 183503 members 
Entering Unmasked Estep 
Score: -18565480.000000 Penalty: 6014.522949
	Iteration 18Q: 3 clusters Score -1.856548e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 183567 members 
Entering Unmasked Estep 
Score: -18565546.000000 Penalty: 6014.522949
	Iteration 19Q: 3 clusters Score -1.856555e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 183624 members 
Entering Unmasked Estep 
Score: -18565580.000000 Penalty: 6014.522949
	Iteration 20F: 3 clusters Score -1.856558e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 183665 members 
Entering Unmasked Estep 
Score: -18565626.000000 Penalty: 6014.522949
	Iteration 21Q: 3 clusters Score -1.856563e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 183703 members 
Entering Unmasked Estep 
Score: -18565654.000000 Penalty: 6014.522949
	Iteration 22Q: 3 clusters Score -1.856565e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 183737 members 
Entering Unmasked Estep 
Score: -18565716.000000 Penalty: 6014.522949
	Iteration 23Q: 3 clusters Score -1.856572e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 183765 members 
Entering Unmasked Estep 
Score: -18565732.000000 Penalty: 6014.522949
	Iteration 24Q: 3 clusters Score -1.856573e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 183777 members 
Entering Unmasked Estep 
Score: -18565736.000000 Penalty: 6014.522949
	Iteration 25Q: 3 clusters Score -1.856574e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 183788 members 
Entering Unmasked Estep 
Score: -18565742.000000 Penalty: 6014.522949
	Iteration 26Q: 3 clusters Score -1.856574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 183806 members 
Entering Unmasked Estep 
Score: -18565748.000000 Penalty: 6014.522949
	Iteration 27Q: 3 clusters Score -1.856575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 183818 members 
Entering Unmasked Estep 
Score: -18565740.000000 Penalty: 6014.522949
	Iteration 28Q: 3 clusters Score -1.856574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 183827 members 
Entering Unmasked Estep 
Score: -18565746.000000 Penalty: 6014.522949
	Iteration 29Q: 3 clusters Score -1.856575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 183835 members 
Entering Unmasked Estep 
Score: -18565752.000000 Penalty: 6014.522949
	Iteration 30Q: 3 clusters Score -1.856575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 183836 members 
Entering Unmasked Estep 
Score: -18565750.000000 Penalty: 6014.522949
	Iteration 31Q: 3 clusters Score -1.856575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 183839 members 
Entering Unmasked Estep 
Score: -18565752.000000 Penalty: 6014.522949
	Iteration 32Q: 3 clusters Score -1.856575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 183843 members 
Entering Unmasked Estep 
Score: -18565752.000000 Penalty: 6014.522949
	Iteration 33Q: 3 clusters Score -1.856575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 183847 members 
Entering Unmasked Estep 
Score: -18565752.000000 Penalty: 6014.522949
	Iteration 34Q: 3 clusters Score -1.856575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 183848 members 
Entering Unmasked Estep 
Score: -18565752.000000 Penalty: 6014.522949
	Iteration 35Q: 3 clusters Score -1.856575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 183848 members 
Entering Unmasked Estep 
Score: -18565756.000000 Penalty: 6014.522949
	Iteration 36Q: 3 clusters Score -1.856576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 183846 members 
Entering Unmasked Estep 
Score: -18565754.000000 Penalty: 6014.522949
	Iteration 37Q: 3 clusters Score -1.856575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 183848 members 
Entering Unmasked Estep 
Score: -18565766.000000 Penalty: 6014.522949
	Iteration 38Q: 3 clusters Score -1.856577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 183847 members 
Entering Unmasked Estep 
Score: -18565774.000000 Penalty: 6014.522949
	Iteration 39Q: 3 clusters Score -1.856577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 183847 members 
Entering Unmasked Estep 
Score: -18565778.000000 Penalty: 6014.522949
	Iteration 40F: 3 clusters Score -1.856578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 183848 members 
Entering Unmasked Estep 
Score: -18565778.000000 Penalty: 6014.522949
	Iteration 41Q: 3 clusters Score -1.856578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 183848 members 
Entering Unmasked Estep 
Score: -18565778.000000 Penalty: 6014.522949
	Iteration 42F: 3 clusters Score -1.856578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Entering Unmasked Estep 
Score: -600012.625000 Penalty: 2195.708984
	Iteration 0F: 2 clusters Score -600012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -594255.375000 Penalty: 4391.417969
	Iteration 0F: 3 clusters Score -594255.4 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -595900.250000 Penalty: 4391.417969
	Iteration 1F: 3 clusters Score -595900.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -596557.437500 Penalty: 4391.417969
	Iteration 2F: 3 clusters Score -596557.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -597154.875000 Penalty: 4391.417969
	Iteration 3F: 3 clusters Score -597154.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -597689.562500 Penalty: 4391.417969
	Iteration 4F: 3 clusters Score -597689.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -598217.812500 Penalty: 4391.417969
	Iteration 5F: 3 clusters Score -598217.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -598529.187500 Penalty: 4391.417969
	Iteration 6F: 3 clusters Score -598529.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -598745.375000 Penalty: 4391.417969
	Iteration 7Q: 3 clusters Score -598745.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -598910.437500 Penalty: 4391.417969
	Iteration 8Q: 3 clusters Score -598910.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -599031.125000 Penalty: 4391.417969
	Iteration 9Q: 3 clusters Score -599031.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -599125.000000 Penalty: 4391.417969
	Iteration 10Q: 3 clusters Score -599125 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -599189.187500 Penalty: 4391.417969
	Iteration 11Q: 3 clusters Score -599189.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -599257.937500 Penalty: 4391.417969
	Iteration 12Q: 3 clusters Score -599257.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -599326.000000 Penalty: 4391.417969
	Iteration 13Q: 3 clusters Score -599326 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -599374.875000 Penalty: 4391.417969
	Iteration 14Q: 3 clusters Score -599374.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -599423.000000 Penalty: 4391.417969
	Iteration 15Q: 3 clusters Score -599423 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -599456.812500 Penalty: 4391.417969
	Iteration 16Q: 3 clusters Score -599456.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -599476.187500 Penalty: 4391.417969
	Iteration 17Q: 3 clusters Score -599476.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -599490.000000 Penalty: 4391.417969
	Iteration 18Q: 3 clusters Score -599490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -599498.250000 Penalty: 4391.417969
	Iteration 19Q: 3 clusters Score -599498.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -599506.562500 Penalty: 4391.417969
	Iteration 20F: 3 clusters Score -599506.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -599511.000000 Penalty: 4391.417969
	Iteration 21Q: 3 clusters Score -599511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -599515.687500 Penalty: 4391.417969
	Iteration 22Q: 3 clusters Score -599515.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -599518.687500 Penalty: 4391.417969
	Iteration 23Q: 3 clusters Score -599518.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -599519.562500 Penalty: 4391.417969
	Iteration 24Q: 3 clusters Score -599519.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -599520.250000 Penalty: 4391.417969
	Iteration 25Q: 3 clusters Score -599520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -599519.562500 Penalty: 4391.417969
	Iteration 26Q: 3 clusters Score -599519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -599520.562500 Penalty: 4391.417969
	Iteration 27Q: 3 clusters Score -599520.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -599520.562500 Penalty: 4391.417969
	Iteration 28F: 3 clusters Score -599520.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (287512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287512 members 
Entering Unmasked Estep 
Score: -28764974.000000 Penalty: 3117.116943
	Iteration 0F: 2 clusters Score -2.876497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143614 members 
Mstep: Class 2 contains 143898 members 
Entering Unmasked Estep 
Score: -28582472.000000 Penalty: 6234.233887
	Iteration 0F: 3 clusters Score -2.858247e+07 nChanged 139002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141724 members 
Mstep: Class 2 contains 145788 members 
Entering Unmasked Estep 
Score: -28665240.000000 Penalty: 6234.233887
	Iteration 1F: 3 clusters Score -2.866524e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140575 members 
Mstep: Class 2 contains 146937 members 
Entering Unmasked Estep 
Score: -28667100.000000 Penalty: 6234.233887
	Iteration 2Q: 3 clusters Score -2.86671e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138957 members 
Mstep: Class 2 contains 148555 members 
Entering Unmasked Estep 
Score: -28669650.000000 Penalty: 6234.233887
	Iteration 3Q: 3 clusters Score -2.866965e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136696 members 
Mstep: Class 2 contains 150816 members 
Entering Unmasked Estep 
Score: -28672702.000000 Penalty: 6234.233887
	Iteration 4Q: 3 clusters Score -2.86727e+07 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133685 members 
Mstep: Class 2 contains 153827 members 
Entering Unmasked Estep 
Score: -28676966.000000 Penalty: 6234.233887
	Iteration 5Q: 3 clusters Score -2.867697e+07 nChanged 12829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129534 members 
Mstep: Class 2 contains 157978 members 
Entering Unmasked Estep 
Score: -28682580.000000 Penalty: 6234.233887
	Iteration 6Q: 3 clusters Score -2.868258e+07 nChanged 15134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124160 members 
Mstep: Class 2 contains 163352 members 
Entering Unmasked Estep 
Score: -28691170.000000 Penalty: 6234.233887
	Iteration 7F: 3 clusters Score -2.869117e+07 nChanged 18039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117193 members 
Mstep: Class 2 contains 170319 members 
Entering Unmasked Estep 
Score: -28704292.000000 Penalty: 6234.233887
	Iteration 8F: 3 clusters Score -2.870429e+07 nChanged 19435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109726 members 
Mstep: Class 2 contains 177786 members 
Entering Unmasked Estep 
Score: -28720470.000000 Penalty: 6234.233887
	Iteration 9F: 3 clusters Score -2.872047e+07 nChanged 17808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103338 members 
Mstep: Class 2 contains 184174 members 
Entering Unmasked Estep 
Score: -28733304.000000 Penalty: 6234.233887
	Iteration 10F: 3 clusters Score -2.87333e+07 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98265 members 
Mstep: Class 2 contains 189247 members 
Entering Unmasked Estep 
Score: -28739848.000000 Penalty: 6234.233887
	Iteration 11Q: 3 clusters Score -2.873985e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Mstep: Class 2 contains 193864 members 
Entering Unmasked Estep 
Score: -28743282.000000 Penalty: 6234.233887
	Iteration 12Q: 3 clusters Score -2.874328e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89235 members 
Mstep: Class 2 contains 198277 members 
Entering Unmasked Estep 
Score: -28745626.000000 Penalty: 6234.233887
	Iteration 13Q: 3 clusters Score -2.874563e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84996 members 
Mstep: Class 2 contains 202516 members 
Entering Unmasked Estep 
Score: -28747960.000000 Penalty: 6234.233887
	Iteration 14Q: 3 clusters Score -2.874796e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80831 members 
Mstep: Class 2 contains 206681 members 
Entering Unmasked Estep 
Score: -28750036.000000 Penalty: 6234.233887
	Iteration 15Q: 3 clusters Score -2.875004e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 210535 members 
Entering Unmasked Estep 
Score: -28751924.000000 Penalty: 6234.233887
	Iteration 16Q: 3 clusters Score -2.875192e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 214133 members 
Entering Unmasked Estep 
Score: -28753424.000000 Penalty: 6234.233887
	Iteration 17Q: 3 clusters Score -2.875342e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70029 members 
Mstep: Class 2 contains 217483 members 
Entering Unmasked Estep 
Score: -28754818.000000 Penalty: 6234.233887
	Iteration 18Q: 3 clusters Score -2.875482e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66858 members 
Mstep: Class 2 contains 220654 members 
Entering Unmasked Estep 
Score: -28755888.000000 Penalty: 6234.233887
	Iteration 19Q: 3 clusters Score -2.875589e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 223578 members 
Entering Unmasked Estep 
Score: -28756880.000000 Penalty: 6234.233887
	Iteration 20F: 3 clusters Score -2.875688e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 226319 members 
Entering Unmasked Estep 
Score: -28757816.000000 Penalty: 6234.233887
	Iteration 21Q: 3 clusters Score -2.875782e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 228826 members 
Entering Unmasked Estep 
Score: -28758368.000000 Penalty: 6234.233887
	Iteration 22Q: 3 clusters Score -2.875837e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 231123 members 
Entering Unmasked Estep 
Score: -28758752.000000 Penalty: 6234.233887
	Iteration 23Q: 3 clusters Score -2.875875e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 233198 members 
Entering Unmasked Estep 
Score: -28759264.000000 Penalty: 6234.233887
	Iteration 24Q: 3 clusters Score -2.875926e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 235151 members 
Entering Unmasked Estep 
Score: -28759784.000000 Penalty: 6234.233887
	Iteration 25Q: 3 clusters Score -2.875978e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 237035 members 
Entering Unmasked Estep 
Score: -28760006.000000 Penalty: 6234.233887
	Iteration 26Q: 3 clusters Score -2.876001e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 238752 members 
Entering Unmasked Estep 
Score: -28760198.000000 Penalty: 6234.233887
	Iteration 27Q: 3 clusters Score -2.87602e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 240274 members 
Entering Unmasked Estep 
Score: -28760430.000000 Penalty: 6234.233887
	Iteration 28Q: 3 clusters Score -2.876043e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 241638 members 
Entering Unmasked Estep 
Score: -28760554.000000 Penalty: 6234.233887
	Iteration 29Q: 3 clusters Score -2.876055e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 242877 members 
Entering Unmasked Estep 
Score: -28760614.000000 Penalty: 6234.233887
	Iteration 30Q: 3 clusters Score -2.876061e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 243983 members 
Entering Unmasked Estep 
Score: -28760654.000000 Penalty: 6234.233887
	Iteration 31Q: 3 clusters Score -2.876065e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 245031 members 
Entering Unmasked Estep 
Score: -28760712.000000 Penalty: 6234.233887
	Iteration 32Q: 3 clusters Score -2.876071e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 246009 members 
Entering Unmasked Estep 
Score: -28760736.000000 Penalty: 6234.233887
	Iteration 33Q: 3 clusters Score -2.876074e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 246877 members 
Entering Unmasked Estep 
Score: -28760680.000000 Penalty: 6234.233887
	Iteration 34Q: 3 clusters Score -2.876068e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 247709 members 
Entering Unmasked Estep 
Score: -28760810.000000 Penalty: 6234.233887
	Iteration 35Q: 3 clusters Score -2.876081e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 248503 members 
Entering Unmasked Estep 
Score: -28760818.000000 Penalty: 6234.233887
	Iteration 36Q: 3 clusters Score -2.876082e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 249223 members 
Entering Unmasked Estep 
Score: -28760820.000000 Penalty: 6234.233887
	Iteration 37Q: 3 clusters Score -2.876082e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 249922 members 
Entering Unmasked Estep 
Score: -28760826.000000 Penalty: 6234.233887
	Iteration 38Q: 3 clusters Score -2.876083e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 250640 members 
Entering Unmasked Estep 
Score: -28760864.000000 Penalty: 6234.233887
	Iteration 39Q: 3 clusters Score -2.876086e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 251340 members 
Entering Unmasked Estep 
Score: -28760894.000000 Penalty: 6234.233887
	Iteration 40F: 3 clusters Score -2.876089e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 252065 members 
Entering Unmasked Estep 
Score: -28760830.000000 Penalty: 6234.233887
	Iteration 41Q: 3 clusters Score -2.876083e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 252777 members 
Entering Unmasked Estep 
Score: -28760758.000000 Penalty: 6234.233887
	Iteration 42Q: 3 clusters Score -2.876076e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 253462 members 
Entering Unmasked Estep 
Score: -28760808.000000 Penalty: 6234.233887
	Iteration 43Q: 3 clusters Score -2.876081e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 254118 members 
Entering Unmasked Estep 
Score: -28760822.000000 Penalty: 6234.233887
	Iteration 44Q: 3 clusters Score -2.876082e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 254750 members 
Entering Unmasked Estep 
Score: -28760814.000000 Penalty: 6234.233887
	Iteration 45Q: 3 clusters Score -2.876081e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 255352 members 
Entering Unmasked Estep 
Score: -28760802.000000 Penalty: 6234.233887
	Iteration 46Q: 3 clusters Score -2.87608e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 255905 members 
Entering Unmasked Estep 
Score: -28760852.000000 Penalty: 6234.233887
	Iteration 47Q: 3 clusters Score -2.876085e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 256443 members 
Entering Unmasked Estep 
Score: -28760906.000000 Penalty: 6234.233887
	Iteration 48Q: 3 clusters Score -2.876091e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 256956 members 
Entering Unmasked Estep 
Score: -28760890.000000 Penalty: 6234.233887
	Iteration 49Q: 3 clusters Score -2.876089e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 257472 members 
Entering Unmasked Estep 
Score: -28760764.000000 Penalty: 6234.233887
	Iteration 50Q: 3 clusters Score -2.876076e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 257940 members 
Entering Unmasked Estep 
Score: -28760750.000000 Penalty: 6234.233887
	Iteration 51Q: 3 clusters Score -2.876075e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 258443 members 
Entering Unmasked Estep 
Score: -28760758.000000 Penalty: 6234.233887
	Iteration 52Q: 3 clusters Score -2.876076e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 258904 members 
Entering Unmasked Estep 
Score: -28760728.000000 Penalty: 6234.233887
	Iteration 53Q: 3 clusters Score -2.876073e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 259347 members 
Entering Unmasked Estep 
Score: -28760732.000000 Penalty: 6234.233887
	Iteration 54Q: 3 clusters Score -2.876073e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 259796 members 
Entering Unmasked Estep 
Score: -28760714.000000 Penalty: 6234.233887
	Iteration 55Q: 3 clusters Score -2.876071e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 260227 members 
Entering Unmasked Estep 
Score: -28760776.000000 Penalty: 6234.233887
	Iteration 56Q: 3 clusters Score -2.876078e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 260635 members 
Entering Unmasked Estep 
Score: -28760728.000000 Penalty: 6234.233887
	Iteration 57Q: 3 clusters Score -2.876073e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 261022 members 
Entering Unmasked Estep 
Score: -28760688.000000 Penalty: 6234.233887
	Iteration 58Q: 3 clusters Score -2.876069e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 261432 members 
Entering Unmasked Estep 
Score: -28760758.000000 Penalty: 6234.233887
	Iteration 59Q: 3 clusters Score -2.876076e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 261824 members 
Entering Unmasked Estep 
Score: -28760742.000000 Penalty: 6234.233887
	Iteration 60F: 3 clusters Score -2.876074e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 262215 members 
Entering Unmasked Estep 
Score: -28760780.000000 Penalty: 6234.233887
	Iteration 61Q: 3 clusters Score -2.876078e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 262624 members 
Entering Unmasked Estep 
Score: -28760784.000000 Penalty: 6234.233887
	Iteration 62Q: 3 clusters Score -2.876078e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 263029 members 
Entering Unmasked Estep 
Score: -28760780.000000 Penalty: 6234.233887
	Iteration 63Q: 3 clusters Score -2.876078e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 263423 members 
Entering Unmasked Estep 
Score: -28760826.000000 Penalty: 6234.233887
	Iteration 64Q: 3 clusters Score -2.876083e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 263850 members 
Entering Unmasked Estep 
Score: -28760914.000000 Penalty: 6234.233887
	Iteration 65Q: 3 clusters Score -2.876091e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 264237 members 
Entering Unmasked Estep 
Score: -28760872.000000 Penalty: 6234.233887
	Iteration 66Q: 3 clusters Score -2.876087e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 264640 members 
Entering Unmasked Estep 
Score: -28760908.000000 Penalty: 6234.233887
	Iteration 67Q: 3 clusters Score -2.876091e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 265040 members 
Entering Unmasked Estep 
Score: -28760998.000000 Penalty: 6234.233887
	Iteration 68Q: 3 clusters Score -2.8761e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 265424 members 
Entering Unmasked Estep 
Score: -28761082.000000 Penalty: 6234.233887
	Iteration 69Q: 3 clusters Score -2.876108e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 265797 members 
Entering Unmasked Estep 
Score: -28761114.000000 Penalty: 6234.233887
	Iteration 70Q: 3 clusters Score -2.876111e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 266130 members 
Entering Unmasked Estep 
Score: -28761138.000000 Penalty: 6234.233887
	Iteration 71Q: 3 clusters Score -2.876114e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 266465 members 
Entering Unmasked Estep 
Score: -28761160.000000 Penalty: 6234.233887
	Iteration 72Q: 3 clusters Score -2.876116e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 266792 members 
Entering Unmasked Estep 
Score: -28761272.000000 Penalty: 6234.233887
	Iteration 73Q: 3 clusters Score -2.876127e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 267109 members 
Entering Unmasked Estep 
Score: -28761272.000000 Penalty: 6234.233887
	Iteration 74Q: 3 clusters Score -2.876127e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 267434 members 
Entering Unmasked Estep 
Score: -28761338.000000 Penalty: 6234.233887
	Iteration 75Q: 3 clusters Score -2.876134e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 267732 members 
Entering Unmasked Estep 
Score: -28761384.000000 Penalty: 6234.233887
	Iteration 76Q: 3 clusters Score -2.876138e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 268041 members 
Entering Unmasked Estep 
Score: -28761478.000000 Penalty: 6234.233887
	Iteration 77Q: 3 clusters Score -2.876148e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 268361 members 
Entering Unmasked Estep 
Score: -28761572.000000 Penalty: 6234.233887
	Iteration 78Q: 3 clusters Score -2.876157e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 268681 members 
Entering Unmasked Estep 
Score: -28761560.000000 Penalty: 6234.233887
	Iteration 79Q: 3 clusters Score -2.876156e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 268986 members 
Entering Unmasked Estep 
Score: -28761578.000000 Penalty: 6234.233887
	Iteration 80F: 3 clusters Score -2.876158e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 269313 members 
Entering Unmasked Estep 
Score: -28761618.000000 Penalty: 6234.233887
	Iteration 81Q: 3 clusters Score -2.876162e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 269629 members 
Entering Unmasked Estep 
Score: -28761624.000000 Penalty: 6234.233887
	Iteration 82Q: 3 clusters Score -2.876162e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 269957 members 
Entering Unmasked Estep 
Score: -28761632.000000 Penalty: 6234.233887
	Iteration 83Q: 3 clusters Score -2.876163e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 270264 members 
Entering Unmasked Estep 
Score: -28761608.000000 Penalty: 6234.233887
	Iteration 84Q: 3 clusters Score -2.876161e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 270597 members 
Entering Unmasked Estep 
Score: -28761644.000000 Penalty: 6234.233887
	Iteration 85Q: 3 clusters Score -2.876164e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 270873 members 
Entering Unmasked Estep 
Score: -28761644.000000 Penalty: 6234.233887
	Iteration 86Q: 3 clusters Score -2.876164e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 271155 members 
Entering Unmasked Estep 
Score: -28761712.000000 Penalty: 6234.233887
	Iteration 87Q: 3 clusters Score -2.876171e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 271389 members 
Entering Unmasked Estep 
Score: -28761658.000000 Penalty: 6234.233887
	Iteration 88Q: 3 clusters Score -2.876166e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 271638 members 
Entering Unmasked Estep 
Score: -28761658.000000 Penalty: 6234.233887
	Iteration 89Q: 3 clusters Score -2.876166e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 271891 members 
Entering Unmasked Estep 
Score: -28761732.000000 Penalty: 6234.233887
	Iteration 90Q: 3 clusters Score -2.876173e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 272139 members 
Entering Unmasked Estep 
Score: -28761732.000000 Penalty: 6234.233887
	Iteration 91Q: 3 clusters Score -2.876173e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 272386 members 
Entering Unmasked Estep 
Score: -28761752.000000 Penalty: 6234.233887
	Iteration 92Q: 3 clusters Score -2.876175e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 272633 members 
Entering Unmasked Estep 
Score: -28761846.000000 Penalty: 6234.233887
	Iteration 93Q: 3 clusters Score -2.876185e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 272885 members 
Entering Unmasked Estep 
Score: -28761876.000000 Penalty: 6234.233887
	Iteration 94Q: 3 clusters Score -2.876188e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 273125 members 
Entering Unmasked Estep 
Score: -28761926.000000 Penalty: 6234.233887
	Iteration 95Q: 3 clusters Score -2.876193e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 273343 members 
Entering Unmasked Estep 
Score: -28761972.000000 Penalty: 6234.233887
	Iteration 96Q: 3 clusters Score -2.876197e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 273549 members 
Entering Unmasked Estep 
Score: -28762020.000000 Penalty: 6234.233887
	Iteration 97Q: 3 clusters Score -2.876202e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 273723 members 
Entering Unmasked Estep 
Score: -28762064.000000 Penalty: 6234.233887
	Iteration 98Q: 3 clusters Score -2.876206e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 273907 members 
Entering Unmasked Estep 
Score: -28762134.000000 Penalty: 6234.233887
	Iteration 99Q: 3 clusters Score -2.876213e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 274109 members 
Entering Unmasked Estep 
Score: -28762148.000000 Penalty: 6234.233887
	Iteration 100F: 3 clusters Score -2.876215e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 274290 members 
Entering Unmasked Estep 
Score: -28762188.000000 Penalty: 6234.233887
	Iteration 101Q: 3 clusters Score -2.876219e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 274457 members 
Entering Unmasked Estep 
Score: -28762168.000000 Penalty: 6234.233887
	Iteration 102Q: 3 clusters Score -2.876217e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 274616 members 
Entering Unmasked Estep 
Score: -28762128.000000 Penalty: 6234.233887
	Iteration 103Q: 3 clusters Score -2.876213e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 274767 members 
Entering Unmasked Estep 
Score: -28762172.000000 Penalty: 6234.233887
	Iteration 104Q: 3 clusters Score -2.876217e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 274930 members 
Entering Unmasked Estep 
Score: -28762232.000000 Penalty: 6234.233887
	Iteration 105Q: 3 clusters Score -2.876223e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 275100 members 
Entering Unmasked Estep 
Score: -28762270.000000 Penalty: 6234.233887
	Iteration 106Q: 3 clusters Score -2.876227e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 275268 members 
Entering Unmasked Estep 
Score: -28762310.000000 Penalty: 6234.233887
	Iteration 107Q: 3 clusters Score -2.876231e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 275429 members 
Entering Unmasked Estep 
Score: -28762382.000000 Penalty: 6234.233887
	Iteration 108Q: 3 clusters Score -2.876238e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 275583 members 
Entering Unmasked Estep 
Score: -28762486.000000 Penalty: 6234.233887
	Iteration 109Q: 3 clusters Score -2.876249e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 275711 members 
Entering Unmasked Estep 
Score: -28762484.000000 Penalty: 6234.233887
	Iteration 110Q: 3 clusters Score -2.876248e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 275832 members 
Entering Unmasked Estep 
Score: -28762488.000000 Penalty: 6234.233887
	Iteration 111Q: 3 clusters Score -2.876249e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 275942 members 
Entering Unmasked Estep 
Score: -28762542.000000 Penalty: 6234.233887
	Iteration 112Q: 3 clusters Score -2.876254e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 276062 members 
Entering Unmasked Estep 
Score: -28762572.000000 Penalty: 6234.233887
	Iteration 113Q: 3 clusters Score -2.876257e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 276171 members 
Entering Unmasked Estep 
Score: -28762586.000000 Penalty: 6234.233887
	Iteration 114Q: 3 clusters Score -2.876259e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 276276 members 
Entering Unmasked Estep 
Score: -28762596.000000 Penalty: 6234.233887
	Iteration 115Q: 3 clusters Score -2.87626e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 276360 members 
Entering Unmasked Estep 
Score: -28762586.000000 Penalty: 6234.233887
	Iteration 116Q: 3 clusters Score -2.876259e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 276441 members 
Entering Unmasked Estep 
Score: -28762588.000000 Penalty: 6234.233887
	Iteration 117Q: 3 clusters Score -2.876259e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 276527 members 
Entering Unmasked Estep 
Score: -28762600.000000 Penalty: 6234.233887
	Iteration 118Q: 3 clusters Score -2.87626e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 276607 members 
Entering Unmasked Estep 
Score: -28762666.000000 Penalty: 6234.233887
	Iteration 119Q: 3 clusters Score -2.876267e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 276684 members 
Entering Unmasked Estep 
Score: -28762686.000000 Penalty: 6234.233887
	Iteration 120F: 3 clusters Score -2.876269e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 276756 members 
Entering Unmasked Estep 
Score: -28762688.000000 Penalty: 6234.233887
	Iteration 121Q: 3 clusters Score -2.876269e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 276816 members 
Entering Unmasked Estep 
Score: -28762716.000000 Penalty: 6234.233887
	Iteration 122Q: 3 clusters Score -2.876272e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 276883 members 
Entering Unmasked Estep 
Score: -28762702.000000 Penalty: 6234.233887
	Iteration 123Q: 3 clusters Score -2.87627e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 276937 members 
Entering Unmasked Estep 
Score: -28762714.000000 Penalty: 6234.233887
	Iteration 124Q: 3 clusters Score -2.876271e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 276995 members 
Entering Unmasked Estep 
Score: -28762696.000000 Penalty: 6234.233887
	Iteration 125Q: 3 clusters Score -2.87627e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 277046 members 
Entering Unmasked Estep 
Score: -28762690.000000 Penalty: 6234.233887
	Iteration 126Q: 3 clusters Score -2.876269e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 277085 members 
Entering Unmasked Estep 
Score: -28762674.000000 Penalty: 6234.233887
	Iteration 127Q: 3 clusters Score -2.876267e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 277130 members 
Entering Unmasked Estep 
Score: -28762688.000000 Penalty: 6234.233887
	Iteration 128Q: 3 clusters Score -2.876269e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 277188 members 
Entering Unmasked Estep 
Score: -28762690.000000 Penalty: 6234.233887
	Iteration 129Q: 3 clusters Score -2.876269e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 277243 members 
Entering Unmasked Estep 
Score: -28762714.000000 Penalty: 6234.233887
	Iteration 130Q: 3 clusters Score -2.876271e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 277305 members 
Entering Unmasked Estep 
Score: -28762730.000000 Penalty: 6234.233887
	Iteration 131Q: 3 clusters Score -2.876273e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 277362 members 
Entering Unmasked Estep 
Score: -28762728.000000 Penalty: 6234.233887
	Iteration 132Q: 3 clusters Score -2.876273e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 277423 members 
Entering Unmasked Estep 
Score: -28762746.000000 Penalty: 6234.233887
	Iteration 133Q: 3 clusters Score -2.876275e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 277490 members 
Entering Unmasked Estep 
Score: -28762716.000000 Penalty: 6234.233887
	Iteration 134Q: 3 clusters Score -2.876272e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 277548 members 
Entering Unmasked Estep 
Score: -28762716.000000 Penalty: 6234.233887
	Iteration 135Q: 3 clusters Score -2.876272e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 277611 members 
Entering Unmasked Estep 
Score: -28762700.000000 Penalty: 6234.233887
	Iteration 136Q: 3 clusters Score -2.87627e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 277669 members 
Entering Unmasked Estep 
Score: -28762708.000000 Penalty: 6234.233887
	Iteration 137Q: 3 clusters Score -2.876271e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 277721 members 
Entering Unmasked Estep 
Score: -28762730.000000 Penalty: 6234.233887
	Iteration 138Q: 3 clusters Score -2.876273e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 277767 members 
Entering Unmasked Estep 
Score: -28762722.000000 Penalty: 6234.233887
	Iteration 139Q: 3 clusters Score -2.876272e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 277805 members 
Entering Unmasked Estep 
Score: -28762712.000000 Penalty: 6234.233887
	Iteration 140F: 3 clusters Score -2.876271e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 277846 members 
Entering Unmasked Estep 
Score: -28762706.000000 Penalty: 6234.233887
	Iteration 141Q: 3 clusters Score -2.876271e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 277883 members 
Entering Unmasked Estep 
Score: -28762748.000000 Penalty: 6234.233887
	Iteration 142Q: 3 clusters Score -2.876275e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 277919 members 
Entering Unmasked Estep 
Score: -28762752.000000 Penalty: 6234.233887
	Iteration 143Q: 3 clusters Score -2.876275e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 277961 members 
Entering Unmasked Estep 
Score: -28762772.000000 Penalty: 6234.233887
	Iteration 144Q: 3 clusters Score -2.876277e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 278002 members 
Entering Unmasked Estep 
Score: -28762816.000000 Penalty: 6234.233887
	Iteration 145Q: 3 clusters Score -2.876282e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 278046 members 
Entering Unmasked Estep 
Score: -28762844.000000 Penalty: 6234.233887
	Iteration 146Q: 3 clusters Score -2.876284e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 278085 members 
Entering Unmasked Estep 
Score: -28762846.000000 Penalty: 6234.233887
	Iteration 147Q: 3 clusters Score -2.876285e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 278127 members 
Entering Unmasked Estep 
Score: -28762850.000000 Penalty: 6234.233887
	Iteration 148Q: 3 clusters Score -2.876285e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 278170 members 
Entering Unmasked Estep 
Score: -28762838.000000 Penalty: 6234.233887
	Iteration 149Q: 3 clusters Score -2.876284e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 278216 members 
Entering Unmasked Estep 
Score: -28762832.000000 Penalty: 6234.233887
	Iteration 150Q: 3 clusters Score -2.876283e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 278258 members 
Entering Unmasked Estep 
Score: -28762834.000000 Penalty: 6234.233887
	Iteration 151Q: 3 clusters Score -2.876283e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 278300 members 
Entering Unmasked Estep 
Score: -28762880.000000 Penalty: 6234.233887
	Iteration 152Q: 3 clusters Score -2.876288e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 278346 members 
Entering Unmasked Estep 
Score: -28762940.000000 Penalty: 6234.233887
	Iteration 153Q: 3 clusters Score -2.876294e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 278394 members 
Entering Unmasked Estep 
Score: -28762942.000000 Penalty: 6234.233887
	Iteration 154Q: 3 clusters Score -2.876294e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 278437 members 
Entering Unmasked Estep 
Score: -28762956.000000 Penalty: 6234.233887
	Iteration 155Q: 3 clusters Score -2.876296e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 278471 members 
Entering Unmasked Estep 
Score: -28762964.000000 Penalty: 6234.233887
	Iteration 156Q: 3 clusters Score -2.876296e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 278503 members 
Entering Unmasked Estep 
Score: -28762996.000000 Penalty: 6234.233887
	Iteration 157Q: 3 clusters Score -2.8763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 278524 members 
Entering Unmasked Estep 
Score: -28762984.000000 Penalty: 6234.233887
	Iteration 158Q: 3 clusters Score -2.876298e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 278542 members 
Entering Unmasked Estep 
Score: -28762980.000000 Penalty: 6234.233887
	Iteration 159Q: 3 clusters Score -2.876298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 278562 members 
Entering Unmasked Estep 
Score: -28762990.000000 Penalty: 6234.233887
	Iteration 160F: 3 clusters Score -2.876299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 278580 members 
Entering Unmasked Estep 
Score: -28763002.000000 Penalty: 6234.233887
	Iteration 161Q: 3 clusters Score -2.8763e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 278603 members 
Entering Unmasked Estep 
Score: -28762994.000000 Penalty: 6234.233887
	Iteration 162Q: 3 clusters Score -2.876299e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 278627 members 
Entering Unmasked Estep 
Score: -28763004.000000 Penalty: 6234.233887
	Iteration 163Q: 3 clusters Score -2.8763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 278645 members 
Entering Unmasked Estep 
Score: -28762998.000000 Penalty: 6234.233887
	Iteration 164Q: 3 clusters Score -2.8763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 278665 members 
Entering Unmasked Estep 
Score: -28763008.000000 Penalty: 6234.233887
	Iteration 165Q: 3 clusters Score -2.876301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 278686 members 
Entering Unmasked Estep 
Score: -28762998.000000 Penalty: 6234.233887
	Iteration 166Q: 3 clusters Score -2.8763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 278699 members 
Entering Unmasked Estep 
Score: -28762992.000000 Penalty: 6234.233887
	Iteration 167Q: 3 clusters Score -2.876299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 278708 members 
Entering Unmasked Estep 
Score: -28762996.000000 Penalty: 6234.233887
	Iteration 168Q: 3 clusters Score -2.8763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 278714 members 
Entering Unmasked Estep 
Score: -28762978.000000 Penalty: 6234.233887
	Iteration 169Q: 3 clusters Score -2.876298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 278722 members 
Entering Unmasked Estep 
Score: -28763002.000000 Penalty: 6234.233887
	Iteration 170Q: 3 clusters Score -2.8763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 278730 members 
Entering Unmasked Estep 
Score: -28763008.000000 Penalty: 6234.233887
	Iteration 171Q: 3 clusters Score -2.876301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 278742 members 
Entering Unmasked Estep 
Score: -28763028.000000 Penalty: 6234.233887
	Iteration 172Q: 3 clusters Score -2.876303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 278752 members 
Entering Unmasked Estep 
Score: -28763014.000000 Penalty: 6234.233887
	Iteration 173Q: 3 clusters Score -2.876301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 278762 members 
Entering Unmasked Estep 
Score: -28763024.000000 Penalty: 6234.233887
	Iteration 174Q: 3 clusters Score -2.876302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 278769 members 
Entering Unmasked Estep 
Score: -28763018.000000 Penalty: 6234.233887
	Iteration 175Q: 3 clusters Score -2.876302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 278776 members 
Entering Unmasked Estep 
Score: -28763020.000000 Penalty: 6234.233887
	Iteration 176Q: 3 clusters Score -2.876302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 278786 members 
Entering Unmasked Estep 
Score: -28763038.000000 Penalty: 6234.233887
	Iteration 177Q: 3 clusters Score -2.876304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 278799 members 
Entering Unmasked Estep 
Score: -28763016.000000 Penalty: 6234.233887
	Iteration 178Q: 3 clusters Score -2.876302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 278809 members 
Entering Unmasked Estep 
Score: -28763030.000000 Penalty: 6234.233887
	Iteration 179Q: 3 clusters Score -2.876303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 278818 members 
Entering Unmasked Estep 
Score: -28763004.000000 Penalty: 6234.233887
	Iteration 180F: 3 clusters Score -2.8763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 278822 members 
Entering Unmasked Estep 
Score: -28762992.000000 Penalty: 6234.233887
	Iteration 181Q: 3 clusters Score -2.876299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 278825 members 
Entering Unmasked Estep 
Score: -28762992.000000 Penalty: 6234.233887
	Iteration 182Q: 3 clusters Score -2.876299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 278830 members 
Entering Unmasked Estep 
Score: -28763006.000000 Penalty: 6234.233887
	Iteration 183Q: 3 clusters Score -2.876301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 278836 members 
Entering Unmasked Estep 
Score: -28762994.000000 Penalty: 6234.233887
	Iteration 184Q: 3 clusters Score -2.876299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 278840 members 
Entering Unmasked Estep 
Score: -28762998.000000 Penalty: 6234.233887
	Iteration 185Q: 3 clusters Score -2.8763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 278847 members 
Entering Unmasked Estep 
Score: -28763008.000000 Penalty: 6234.233887
	Iteration 186Q: 3 clusters Score -2.876301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 278853 members 
Entering Unmasked Estep 
Score: -28763010.000000 Penalty: 6234.233887
	Iteration 187Q: 3 clusters Score -2.876301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 278863 members 
Entering Unmasked Estep 
Score: -28763024.000000 Penalty: 6234.233887
	Iteration 188Q: 3 clusters Score -2.876302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 278878 members 
Entering Unmasked Estep 
Score: -28763022.000000 Penalty: 6234.233887
	Iteration 189Q: 3 clusters Score -2.876302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 278888 members 
Entering Unmasked Estep 
Score: -28763040.000000 Penalty: 6234.233887
	Iteration 190Q: 3 clusters Score -2.876304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 278895 members 
Entering Unmasked Estep 
Score: -28763062.000000 Penalty: 6234.233887
	Iteration 191Q: 3 clusters Score -2.876306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 278905 members 
Entering Unmasked Estep 
Score: -28763040.000000 Penalty: 6234.233887
	Iteration 192Q: 3 clusters Score -2.876304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 278913 members 
Entering Unmasked Estep 
Score: -28763046.000000 Penalty: 6234.233887
	Iteration 193Q: 3 clusters Score -2.876305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 278925 members 
Entering Unmasked Estep 
Score: -28763058.000000 Penalty: 6234.233887
	Iteration 194Q: 3 clusters Score -2.876306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 278936 members 
Entering Unmasked Estep 
Score: -28763040.000000 Penalty: 6234.233887
	Iteration 195Q: 3 clusters Score -2.876304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 278949 members 
Entering Unmasked Estep 
Score: -28763028.000000 Penalty: 6234.233887
	Iteration 196Q: 3 clusters Score -2.876303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 278962 members 
Entering Unmasked Estep 
Score: -28763010.000000 Penalty: 6234.233887
	Iteration 197Q: 3 clusters Score -2.876301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 278977 members 
Entering Unmasked Estep 
Score: -28763010.000000 Penalty: 6234.233887
	Iteration 198Q: 3 clusters Score -2.876301e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 278995 members 
Entering Unmasked Estep 
Score: -28763028.000000 Penalty: 6234.233887
	Iteration 199Q: 3 clusters Score -2.876303e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 279018 members 
Entering Unmasked Estep 
Score: -28763026.000000 Penalty: 6234.233887
	Iteration 200F: 3 clusters Score -2.876303e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 279038 members 
Entering Unmasked Estep 
Score: -28763046.000000 Penalty: 6234.233887
	Iteration 201Q: 3 clusters Score -2.876305e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 279059 members 
Entering Unmasked Estep 
Score: -28763060.000000 Penalty: 6234.233887
	Iteration 202Q: 3 clusters Score -2.876306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 279074 members 
Entering Unmasked Estep 
Score: -28763064.000000 Penalty: 6234.233887
	Iteration 203Q: 3 clusters Score -2.876306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 279085 members 
Entering Unmasked Estep 
Score: -28763054.000000 Penalty: 6234.233887
	Iteration 204Q: 3 clusters Score -2.876305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 279101 members 
Entering Unmasked Estep 
Score: -28763042.000000 Penalty: 6234.233887
	Iteration 205Q: 3 clusters Score -2.876304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 279112 members 
Entering Unmasked Estep 
Score: -28763056.000000 Penalty: 6234.233887
	Iteration 206Q: 3 clusters Score -2.876306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 279125 members 
Entering Unmasked Estep 
Score: -28763088.000000 Penalty: 6234.233887
	Iteration 207Q: 3 clusters Score -2.876309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 279136 members 
Entering Unmasked Estep 
Score: -28763076.000000 Penalty: 6234.233887
	Iteration 208Q: 3 clusters Score -2.876308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 279141 members 
Entering Unmasked Estep 
Score: -28763088.000000 Penalty: 6234.233887
	Iteration 209Q: 3 clusters Score -2.876309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 279146 members 
Entering Unmasked Estep 
Score: -28763074.000000 Penalty: 6234.233887
	Iteration 210Q: 3 clusters Score -2.876307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 279151 members 
Entering Unmasked Estep 
Score: -28763078.000000 Penalty: 6234.233887
	Iteration 211Q: 3 clusters Score -2.876308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 279157 members 
Entering Unmasked Estep 
Score: -28763092.000000 Penalty: 6234.233887
	Iteration 212Q: 3 clusters Score -2.876309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 279164 members 
Entering Unmasked Estep 
Score: -28763086.000000 Penalty: 6234.233887
	Iteration 213Q: 3 clusters Score -2.876309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 279170 members 
Entering Unmasked Estep 
Score: -28763078.000000 Penalty: 6234.233887
	Iteration 214Q: 3 clusters Score -2.876308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 279177 members 
Entering Unmasked Estep 
Score: -28763084.000000 Penalty: 6234.233887
	Iteration 215Q: 3 clusters Score -2.876308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 279181 members 
Entering Unmasked Estep 
Score: -28763088.000000 Penalty: 6234.233887
	Iteration 216Q: 3 clusters Score -2.876309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 279184 members 
Entering Unmasked Estep 
Score: -28763082.000000 Penalty: 6234.233887
	Iteration 217Q: 3 clusters Score -2.876308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 279188 members 
Entering Unmasked Estep 
Score: -28763084.000000 Penalty: 6234.233887
	Iteration 218Q: 3 clusters Score -2.876308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 279191 members 
Entering Unmasked Estep 
Score: -28763090.000000 Penalty: 6234.233887
	Iteration 219Q: 3 clusters Score -2.876309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 279192 members 
Entering Unmasked Estep 
Score: -28763100.000000 Penalty: 6234.233887
	Iteration 220F: 3 clusters Score -2.87631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 279197 members 
Entering Unmasked Estep 
Score: -28763078.000000 Penalty: 6234.233887
	Iteration 221Q: 3 clusters Score -2.876308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 279208 members 
Entering Unmasked Estep 
Score: -28763066.000000 Penalty: 6234.233887
	Iteration 222Q: 3 clusters Score -2.876307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 279213 members 
Entering Unmasked Estep 
Score: -28763060.000000 Penalty: 6234.233887
	Iteration 223Q: 3 clusters Score -2.876306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 279222 members 
Entering Unmasked Estep 
Score: -28763050.000000 Penalty: 6234.233887
	Iteration 224Q: 3 clusters Score -2.876305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 279231 members 
Entering Unmasked Estep 
Score: -28763040.000000 Penalty: 6234.233887
	Iteration 225Q: 3 clusters Score -2.876304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 279240 members 
Entering Unmasked Estep 
Score: -28763038.000000 Penalty: 6234.233887
	Iteration 226Q: 3 clusters Score -2.876304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 279248 members 
Entering Unmasked Estep 
Score: -28763044.000000 Penalty: 6234.233887
	Iteration 227Q: 3 clusters Score -2.876304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 279258 members 
Entering Unmasked Estep 
Score: -28763034.000000 Penalty: 6234.233887
	Iteration 228Q: 3 clusters Score -2.876303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 279263 members 
Entering Unmasked Estep 
Score: -28763046.000000 Penalty: 6234.233887
	Iteration 229Q: 3 clusters Score -2.876305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 279267 members 
Entering Unmasked Estep 
Score: -28763062.000000 Penalty: 6234.233887
	Iteration 230Q: 3 clusters Score -2.876306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 279276 members 
Entering Unmasked Estep 
Score: -28763050.000000 Penalty: 6234.233887
	Iteration 231Q: 3 clusters Score -2.876305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 279282 members 
Entering Unmasked Estep 
Score: -28763056.000000 Penalty: 6234.233887
	Iteration 232Q: 3 clusters Score -2.876306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 279290 members 
Entering Unmasked Estep 
Score: -28763038.000000 Penalty: 6234.233887
	Iteration 233Q: 3 clusters Score -2.876304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 279297 members 
Entering Unmasked Estep 
Score: -28763052.000000 Penalty: 6234.233887
	Iteration 234Q: 3 clusters Score -2.876305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 279307 members 
Entering Unmasked Estep 
Score: -28763020.000000 Penalty: 6234.233887
	Iteration 235Q: 3 clusters Score -2.876302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 279317 members 
Entering Unmasked Estep 
Score: -28763018.000000 Penalty: 6234.233887
	Iteration 236Q: 3 clusters Score -2.876302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 279328 members 
Entering Unmasked Estep 
Score: -28763016.000000 Penalty: 6234.233887
	Iteration 237Q: 3 clusters Score -2.876302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 279341 members 
Entering Unmasked Estep 
Score: -28763048.000000 Penalty: 6234.233887
	Iteration 238Q: 3 clusters Score -2.876305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 279350 members 
Entering Unmasked Estep 
Score: -28763062.000000 Penalty: 6234.233887
	Iteration 239Q: 3 clusters Score -2.876306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 279361 members 
Entering Unmasked Estep 
Score: -28763044.000000 Penalty: 6234.233887
	Iteration 240F: 3 clusters Score -2.876304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 279375 members 
Entering Unmasked Estep 
Score: -28763042.000000 Penalty: 6234.233887
	Iteration 241Q: 3 clusters Score -2.876304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 279392 members 
Entering Unmasked Estep 
Score: -28763058.000000 Penalty: 6234.233887
	Iteration 242Q: 3 clusters Score -2.876306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 279409 members 
Entering Unmasked Estep 
Score: -28763052.000000 Penalty: 6234.233887
	Iteration 243Q: 3 clusters Score -2.876305e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 279424 members 
Entering Unmasked Estep 
Score: -28763050.000000 Penalty: 6234.233887
	Iteration 244Q: 3 clusters Score -2.876305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 279434 members 
Entering Unmasked Estep 
Score: -28763024.000000 Penalty: 6234.233887
	Iteration 245Q: 3 clusters Score -2.876302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 279440 members 
Entering Unmasked Estep 
Score: -28763016.000000 Penalty: 6234.233887
	Iteration 246Q: 3 clusters Score -2.876302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 279443 members 
Entering Unmasked Estep 
Score: -28763020.000000 Penalty: 6234.233887
	Iteration 247Q: 3 clusters Score -2.876302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 279445 members 
Entering Unmasked Estep 
Score: -28762996.000000 Penalty: 6234.233887
	Iteration 248Q: 3 clusters Score -2.8763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 279448 members 
Entering Unmasked Estep 
Score: -28763024.000000 Penalty: 6234.233887
	Iteration 249Q: 3 clusters Score -2.876302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 279451 members 
Entering Unmasked Estep 
Score: -28763014.000000 Penalty: 6234.233887
	Iteration 250Q: 3 clusters Score -2.876301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 279454 members 
Entering Unmasked Estep 
Score: -28763032.000000 Penalty: 6234.233887
	Iteration 251Q: 3 clusters Score -2.876303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 279456 members 
Entering Unmasked Estep 
Score: -28763020.000000 Penalty: 6234.233887
	Iteration 252Q: 3 clusters Score -2.876302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 279457 members 
Entering Unmasked Estep 
Score: -28763026.000000 Penalty: 6234.233887
	Iteration 253Q: 3 clusters Score -2.876303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 279460 members 
Entering Unmasked Estep 
Score: -28763012.000000 Penalty: 6234.233887
	Iteration 254Q: 3 clusters Score -2.876301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 279460 members 
Entering Unmasked Estep 
Score: -28763012.000000 Penalty: 6234.233887
	Iteration 255F: 3 clusters Score -2.876301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Entering Unmasked Estep 
Score: -1531042.000000 Penalty: 2398.201416
	Iteration 0F: 2 clusters Score -1531042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1519693.250000 Penalty: 4796.402832
	Iteration 0F: 3 clusters Score -1519693 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1523570.500000 Penalty: 4796.402832
	Iteration 1F: 3 clusters Score -1523570 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1524334.875000 Penalty: 4796.402832
	Iteration 2F: 3 clusters Score -1524335 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1525216.625000 Penalty: 4796.402832
	Iteration 3F: 3 clusters Score -1525217 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1526197.625000 Penalty: 4796.402832
	Iteration 4F: 3 clusters Score -1526198 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1527265.375000 Penalty: 4796.402832
	Iteration 5F: 3 clusters Score -1527265 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1528317.125000 Penalty: 4796.402832
	Iteration 6F: 3 clusters Score -1528317 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1529118.000000 Penalty: 4796.402832
	Iteration 7F: 3 clusters Score -1529118 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1529683.625000 Penalty: 4796.402832
	Iteration 8Q: 3 clusters Score -1529684 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1530082.750000 Penalty: 4796.402832
	Iteration 9Q: 3 clusters Score -1530083 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1530413.750000 Penalty: 4796.402832
	Iteration 10Q: 3 clusters Score -1530414 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1530630.750000 Penalty: 4796.402832
	Iteration 11Q: 3 clusters Score -1530631 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1530726.875000 Penalty: 4796.402832
	Iteration 12Q: 3 clusters Score -1530727 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1530783.750000 Penalty: 4796.402832
	Iteration 13Q: 3 clusters Score -1530784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1530819.125000 Penalty: 4796.402832
	Iteration 14Q: 3 clusters Score -1530819 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1530842.500000 Penalty: 4796.402832
	Iteration 15Q: 3 clusters Score -1530842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1530860.625000 Penalty: 4796.402832
	Iteration 16Q: 3 clusters Score -1530861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1530864.750000 Penalty: 4796.402832
	Iteration 17Q: 3 clusters Score -1530865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1530872.625000 Penalty: 4796.402832
	Iteration 18Q: 3 clusters Score -1530873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1530875.000000 Penalty: 4796.402832
	Iteration 19Q: 3 clusters Score -1530875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1530879.000000 Penalty: 4796.402832
	Iteration 20F: 3 clusters Score -1530879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1530879.000000 Penalty: 4796.402832
	Iteration 21Q: 3 clusters Score -1530879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1530883.000000 Penalty: 4796.402832
	Iteration 22Q: 3 clusters Score -1530883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1530886.750000 Penalty: 4796.402832
	Iteration 23Q: 3 clusters Score -1530887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1530888.250000 Penalty: 4796.402832
	Iteration 24Q: 3 clusters Score -1530888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1530889.250000 Penalty: 4796.402832
	Iteration 25Q: 3 clusters Score -1530889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1530888.750000 Penalty: 4796.402832
	Iteration 26Q: 3 clusters Score -1530889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1530887.875000 Penalty: 4796.402832
	Iteration 27Q: 3 clusters Score -1530888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1530887.625000 Penalty: 4796.402832
	Iteration 28Q: 3 clusters Score -1530888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1530888.500000 Penalty: 4796.402832
	Iteration 29Q: 3 clusters Score -1530888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1530889.625000 Penalty: 4796.402832
	Iteration 30Q: 3 clusters Score -1530890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1530889.625000 Penalty: 4796.402832
	Iteration 31F: 3 clusters Score -1530890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Entering Unmasked Estep 
Score: -1607251.250000 Penalty: 2408.792236
	Iteration 0F: 2 clusters Score -1607251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1595471.500000 Penalty: 4817.584473
	Iteration 0F: 3 clusters Score -1595472 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1600059.500000 Penalty: 4817.584473
	Iteration 1F: 3 clusters Score -1600060 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1601251.250000 Penalty: 4817.584473
	Iteration 2F: 3 clusters Score -1601251 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1602510.000000 Penalty: 4817.584473
	Iteration 3F: 3 clusters Score -1602510 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1603748.625000 Penalty: 4817.584473
	Iteration 4F: 3 clusters Score -1603749 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1604899.500000 Penalty: 4817.584473
	Iteration 5F: 3 clusters Score -1604900 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1605704.125000 Penalty: 4817.584473
	Iteration 6F: 3 clusters Score -1605704 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1606259.500000 Penalty: 4817.584473
	Iteration 7Q: 3 clusters Score -1606260 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1606633.000000 Penalty: 4817.584473
	Iteration 8Q: 3 clusters Score -1606633 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1606844.375000 Penalty: 4817.584473
	Iteration 9Q: 3 clusters Score -1606844 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1606979.500000 Penalty: 4817.584473
	Iteration 10Q: 3 clusters Score -1606980 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1607069.125000 Penalty: 4817.584473
	Iteration 11Q: 3 clusters Score -1607069 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1607120.000000 Penalty: 4817.584473
	Iteration 12Q: 3 clusters Score -1607120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1607146.750000 Penalty: 4817.584473
	Iteration 13Q: 3 clusters Score -1607147 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1607162.625000 Penalty: 4817.584473
	Iteration 14Q: 3 clusters Score -1607163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1607165.625000 Penalty: 4817.584473
	Iteration 15Q: 3 clusters Score -1607166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1607172.625000 Penalty: 4817.584473
	Iteration 16Q: 3 clusters Score -1607173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1607181.375000 Penalty: 4817.584473
	Iteration 17Q: 3 clusters Score -1607181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1607183.875000 Penalty: 4817.584473
	Iteration 18Q: 3 clusters Score -1607184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1607190.125000 Penalty: 4817.584473
	Iteration 19Q: 3 clusters Score -1607190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1607195.000000 Penalty: 4817.584473
	Iteration 20F: 3 clusters Score -1607195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1607194.625000 Penalty: 4817.584473
	Iteration 21Q: 3 clusters Score -1607195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1607196.500000 Penalty: 4817.584473
	Iteration 22Q: 3 clusters Score -1607196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1607194.500000 Penalty: 4817.584473
	Iteration 23Q: 3 clusters Score -1607194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1607194.375000 Penalty: 4817.584473
	Iteration 24Q: 3 clusters Score -1607194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1607195.375000 Penalty: 4817.584473
	Iteration 25Q: 3 clusters Score -1607195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1607198.125000 Penalty: 4817.584473
	Iteration 26Q: 3 clusters Score -1607198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1607201.500000 Penalty: 4817.584473
	Iteration 27Q: 3 clusters Score -1607202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1607204.125000 Penalty: 4817.584473
	Iteration 28Q: 3 clusters Score -1607204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1607203.375000 Penalty: 4817.584473
	Iteration 29Q: 3 clusters Score -1607203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1607203.375000 Penalty: 4817.584473
	Iteration 30F: 3 clusters Score -1607203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Entering Unmasked Estep 
Score: -901258.500000 Penalty: 2257.842041
	Iteration 0F: 2 clusters Score -901258.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -894304.937500 Penalty: 4515.684082
	Iteration 0F: 3 clusters Score -894304.9 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -896332.750000 Penalty: 4515.684082
	Iteration 1F: 3 clusters Score -896332.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -896728.562500 Penalty: 4515.684082
	Iteration 2F: 3 clusters Score -896728.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -897037.812500 Penalty: 4515.684082
	Iteration 3F: 3 clusters Score -897037.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -897319.375000 Penalty: 4515.684082
	Iteration 4F: 3 clusters Score -897319.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -897582.500000 Penalty: 4515.684082
	Iteration 5F: 3 clusters Score -897582.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -897848.312500 Penalty: 4515.684082
	Iteration 6Q: 3 clusters Score -897848.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -898121.000000 Penalty: 4515.684082
	Iteration 7Q: 3 clusters Score -898121 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -898332.937500 Penalty: 4515.684082
	Iteration 8Q: 3 clusters Score -898332.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -898494.250000 Penalty: 4515.684082
	Iteration 9Q: 3 clusters Score -898494.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -898626.000000 Penalty: 4515.684082
	Iteration 10Q: 3 clusters Score -898626 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -898734.312500 Penalty: 4515.684082
	Iteration 11Q: 3 clusters Score -898734.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -898820.187500 Penalty: 4515.684082
	Iteration 12Q: 3 clusters Score -898820.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -898897.562500 Penalty: 4515.684082
	Iteration 13Q: 3 clusters Score -898897.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -898969.500000 Penalty: 4515.684082
	Iteration 14Q: 3 clusters Score -898969.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -899038.187500 Penalty: 4515.684082
	Iteration 15Q: 3 clusters Score -899038.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -899095.000000 Penalty: 4515.684082
	Iteration 16Q: 3 clusters Score -899095 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -899145.875000 Penalty: 4515.684082
	Iteration 17Q: 3 clusters Score -899145.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -899194.125000 Penalty: 4515.684082
	Iteration 18Q: 3 clusters Score -899194.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -899242.937500 Penalty: 4515.684082
	Iteration 19Q: 3 clusters Score -899242.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -899289.875000 Penalty: 4515.684082
	Iteration 20F: 3 clusters Score -899289.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -899328.625000 Penalty: 4515.684082
	Iteration 21Q: 3 clusters Score -899328.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -899350.500000 Penalty: 4515.684082
	Iteration 22Q: 3 clusters Score -899350.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -899370.500000 Penalty: 4515.684082
	Iteration 23Q: 3 clusters Score -899370.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -899393.187500 Penalty: 4515.684082
	Iteration 24Q: 3 clusters Score -899393.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -899425.437500 Penalty: 4515.684082
	Iteration 25Q: 3 clusters Score -899425.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -899440.437500 Penalty: 4515.684082
	Iteration 26Q: 3 clusters Score -899440.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -899453.875000 Penalty: 4515.684082
	Iteration 27Q: 3 clusters Score -899453.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -899458.562500 Penalty: 4515.684082
	Iteration 28Q: 3 clusters Score -899458.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -899466.875000 Penalty: 4515.684082
	Iteration 29Q: 3 clusters Score -899466.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -899469.875000 Penalty: 4515.684082
	Iteration 30Q: 3 clusters Score -899469.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -899471.937500 Penalty: 4515.684082
	Iteration 31Q: 3 clusters Score -899471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -899481.000000 Penalty: 4515.684082
	Iteration 32Q: 3 clusters Score -899481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -899486.687500 Penalty: 4515.684082
	Iteration 33Q: 3 clusters Score -899486.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -899489.187500 Penalty: 4515.684082
	Iteration 34Q: 3 clusters Score -899489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -899496.187500 Penalty: 4515.684082
	Iteration 35Q: 3 clusters Score -899496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -899496.500000 Penalty: 4515.684082
	Iteration 36Q: 3 clusters Score -899496.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -899499.437500 Penalty: 4515.684082
	Iteration 37Q: 3 clusters Score -899499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -899499.500000 Penalty: 4515.684082
	Iteration 38Q: 3 clusters Score -899499.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -899503.000000 Penalty: 4515.684082
	Iteration 39Q: 3 clusters Score -899503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -899504.375000 Penalty: 4515.684082
	Iteration 40F: 3 clusters Score -899504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -899503.375000 Penalty: 4515.684082
	Iteration 41Q: 3 clusters Score -899503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -899504.562500 Penalty: 4515.684082
	Iteration 42Q: 3 clusters Score -899504.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -899507.312500 Penalty: 4515.684082
	Iteration 43Q: 3 clusters Score -899507.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -899509.250000 Penalty: 4515.684082
	Iteration 44Q: 3 clusters Score -899509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -899511.500000 Penalty: 4515.684082
	Iteration 45Q: 3 clusters Score -899511.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -899511.250000 Penalty: 4515.684082
	Iteration 46Q: 3 clusters Score -899511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -899512.125000 Penalty: 4515.684082
	Iteration 47Q: 3 clusters Score -899512.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -899512.125000 Penalty: 4515.684082
	Iteration 48F: 3 clusters Score -899512.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Entering Unmasked Estep 
Score: -6740430.500000 Penalty: 2756.600342
	Iteration 0F: 2 clusters Score -6740430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -6695446.000000 Penalty: 5513.200684
	Iteration 0F: 3 clusters Score -6695446 nChanged 31490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -6713005.500000 Penalty: 5513.200684
	Iteration 1F: 3 clusters Score -6713006 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -6714156.000000 Penalty: 5513.200684
	Iteration 2Q: 3 clusters Score -6714156 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -6715849.500000 Penalty: 5513.200684
	Iteration 3F: 3 clusters Score -6715850 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -6718285.000000 Penalty: 5513.200684
	Iteration 4F: 3 clusters Score -6718285 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -6721584.000000 Penalty: 5513.200684
	Iteration 5F: 3 clusters Score -6721584 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -6725396.500000 Penalty: 5513.200684
	Iteration 6F: 3 clusters Score -6725396 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -6729164.000000 Penalty: 5513.200684
	Iteration 7F: 3 clusters Score -6729164 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -6732142.000000 Penalty: 5513.200684
	Iteration 8F: 3 clusters Score -6732142 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -6734332.500000 Penalty: 5513.200684
	Iteration 9Q: 3 clusters Score -6734332 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -6735645.500000 Penalty: 5513.200684
	Iteration 10Q: 3 clusters Score -6735646 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -6736477.500000 Penalty: 5513.200684
	Iteration 11Q: 3 clusters Score -6736478 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -6737134.500000 Penalty: 5513.200684
	Iteration 12Q: 3 clusters Score -6737134 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -6737671.500000 Penalty: 5513.200684
	Iteration 13Q: 3 clusters Score -6737672 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -6738063.500000 Penalty: 5513.200684
	Iteration 14Q: 3 clusters Score -6738064 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -6738337.500000 Penalty: 5513.200684
	Iteration 15Q: 3 clusters Score -6738338 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -6738505.500000 Penalty: 5513.200684
	Iteration 16Q: 3 clusters Score -6738506 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -6738639.000000 Penalty: 5513.200684
	Iteration 17Q: 3 clusters Score -6738639 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -6738731.000000 Penalty: 5513.200684
	Iteration 18Q: 3 clusters Score -6738731 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -6738792.500000 Penalty: 5513.200684
	Iteration 19Q: 3 clusters Score -6738792 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -6738852.000000 Penalty: 5513.200684
	Iteration 20F: 3 clusters Score -6738852 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -6738905.500000 Penalty: 5513.200684
	Iteration 21Q: 3 clusters Score -6738906 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61252 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -6738984.500000 Penalty: 5513.200684
	Iteration 22Q: 3 clusters Score -6738984 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61464 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -6739052.500000 Penalty: 5513.200684
	Iteration 23Q: 3 clusters Score -6739052 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -6739072.000000 Penalty: 5513.200684
	Iteration 24Q: 3 clusters Score -6739072 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -6739094.000000 Penalty: 5513.200684
	Iteration 25Q: 3 clusters Score -6739094 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -6739136.500000 Penalty: 5513.200684
	Iteration 26Q: 3 clusters Score -6739136 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -6739150.500000 Penalty: 5513.200684
	Iteration 27Q: 3 clusters Score -6739150 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -6739185.500000 Penalty: 5513.200684
	Iteration 28Q: 3 clusters Score -6739186 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -6739213.000000 Penalty: 5513.200684
	Iteration 29Q: 3 clusters Score -6739213 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -6739237.000000 Penalty: 5513.200684
	Iteration 30Q: 3 clusters Score -6739237 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -6739265.500000 Penalty: 5513.200684
	Iteration 31Q: 3 clusters Score -6739266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -6739268.000000 Penalty: 5513.200684
	Iteration 32Q: 3 clusters Score -6739268 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -6739297.000000 Penalty: 5513.200684
	Iteration 33Q: 3 clusters Score -6739297 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -6739282.000000 Penalty: 5513.200684
	Iteration 34Q: 3 clusters Score -6739282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -6739296.000000 Penalty: 5513.200684
	Iteration 35Q: 3 clusters Score -6739296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -6739303.500000 Penalty: 5513.200684
	Iteration 36Q: 3 clusters Score -6739304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -6739316.000000 Penalty: 5513.200684
	Iteration 37Q: 3 clusters Score -6739316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -6739320.000000 Penalty: 5513.200684
	Iteration 38Q: 3 clusters Score -6739320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -6739316.000000 Penalty: 5513.200684
	Iteration 39Q: 3 clusters Score -6739316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -6739316.500000 Penalty: 5513.200684
	Iteration 40F: 3 clusters Score -6739316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63160 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -6739325.500000 Penalty: 5513.200684
	Iteration 41Q: 3 clusters Score -6739326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -6739332.500000 Penalty: 5513.200684
	Iteration 42Q: 3 clusters Score -6739332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -6739333.500000 Penalty: 5513.200684
	Iteration 43Q: 3 clusters Score -6739334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -6739327.000000 Penalty: 5513.200684
	Iteration 44Q: 3 clusters Score -6739327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -6739328.500000 Penalty: 5513.200684
	Iteration 45Q: 3 clusters Score -6739328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -6739332.500000 Penalty: 5513.200684
	Iteration 46Q: 3 clusters Score -6739332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -6739339.000000 Penalty: 5513.200684
	Iteration 47Q: 3 clusters Score -6739339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -6739337.000000 Penalty: 5513.200684
	Iteration 48Q: 3 clusters Score -6739337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -6739329.500000 Penalty: 5513.200684
	Iteration 49Q: 3 clusters Score -6739330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63336 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -6739328.000000 Penalty: 5513.200684
	Iteration 50Q: 3 clusters Score -6739328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -6739325.500000 Penalty: 5513.200684
	Iteration 51Q: 3 clusters Score -6739326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -6739327.000000 Penalty: 5513.200684
	Iteration 52Q: 3 clusters Score -6739327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6739320.000000 Penalty: 5513.200684
	Iteration 53Q: 3 clusters Score -6739320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -6739325.500000 Penalty: 5513.200684
	Iteration 54Q: 3 clusters Score -6739326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -6739326.500000 Penalty: 5513.200684
	Iteration 55Q: 3 clusters Score -6739326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63420 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -6739333.500000 Penalty: 5513.200684
	Iteration 56Q: 3 clusters Score -6739334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63430 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -6739339.500000 Penalty: 5513.200684
	Iteration 57Q: 3 clusters Score -6739340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -6739340.500000 Penalty: 5513.200684
	Iteration 58Q: 3 clusters Score -6739340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -6739339.500000 Penalty: 5513.200684
	Iteration 59Q: 3 clusters Score -6739340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -6739337.500000 Penalty: 5513.200684
	Iteration 60F: 3 clusters Score -6739338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -6739331.000000 Penalty: 5513.200684
	Iteration 61Q: 3 clusters Score -6739331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -6739331.000000 Penalty: 5513.200684
	Iteration 62F: 3 clusters Score -6739331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Entering Unmasked Estep 
Score: -4227603.500000 Penalty: 2644.964844
	Iteration 0F: 2 clusters Score -4227604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -4198622.500000 Penalty: 5289.929688
	Iteration 0F: 3 clusters Score -4198622 nChanged 19586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4209520.000000 Penalty: 5289.929688
	Iteration 1F: 3 clusters Score -4209520 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -4210174.000000 Penalty: 5289.929688
	Iteration 2Q: 3 clusters Score -4210174 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -4210875.000000 Penalty: 5289.929688
	Iteration 3Q: 3 clusters Score -4210875 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -4211769.000000 Penalty: 5289.929688
	Iteration 4Q: 3 clusters Score -4211769 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -4212882.500000 Penalty: 5289.929688
	Iteration 5F: 3 clusters Score -4212882 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4214142.500000 Penalty: 5289.929688
	Iteration 6F: 3 clusters Score -4214142 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -4215596.000000 Penalty: 5289.929688
	Iteration 7F: 3 clusters Score -4215596 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -4217049.000000 Penalty: 5289.929688
	Iteration 8F: 3 clusters Score -4217049 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -4218509.000000 Penalty: 5289.929688
	Iteration 9F: 3 clusters Score -4218509 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -4219821.500000 Penalty: 5289.929688
	Iteration 10Q: 3 clusters Score -4219822 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -4220870.500000 Penalty: 5289.929688
	Iteration 11Q: 3 clusters Score -4220870 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -4221555.500000 Penalty: 5289.929688
	Iteration 12Q: 3 clusters Score -4221556 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -4221986.500000 Penalty: 5289.929688
	Iteration 13Q: 3 clusters Score -4221986 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -4222336.500000 Penalty: 5289.929688
	Iteration 14Q: 3 clusters Score -4222336 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -4222697.000000 Penalty: 5289.929688
	Iteration 15Q: 3 clusters Score -4222697 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -4223027.500000 Penalty: 5289.929688
	Iteration 16Q: 3 clusters Score -4223028 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4223369.500000 Penalty: 5289.929688
	Iteration 17Q: 3 clusters Score -4223370 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -4223674.500000 Penalty: 5289.929688
	Iteration 18Q: 3 clusters Score -4223674 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4223932.500000 Penalty: 5289.929688
	Iteration 19Q: 3 clusters Score -4223932 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4224160.500000 Penalty: 5289.929688
	Iteration 20F: 3 clusters Score -4224160 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -4224330.500000 Penalty: 5289.929688
	Iteration 21Q: 3 clusters Score -4224330 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -4224500.000000 Penalty: 5289.929688
	Iteration 22Q: 3 clusters Score -4224500 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -4224658.000000 Penalty: 5289.929688
	Iteration 23Q: 3 clusters Score -4224658 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -4224790.000000 Penalty: 5289.929688
	Iteration 24Q: 3 clusters Score -4224790 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -4224913.000000 Penalty: 5289.929688
	Iteration 25Q: 3 clusters Score -4224913 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -4225022.000000 Penalty: 5289.929688
	Iteration 26Q: 3 clusters Score -4225022 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -4225089.500000 Penalty: 5289.929688
	Iteration 27Q: 3 clusters Score -4225090 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -4225184.500000 Penalty: 5289.929688
	Iteration 28Q: 3 clusters Score -4225184 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -4225246.000000 Penalty: 5289.929688
	Iteration 29Q: 3 clusters Score -4225246 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -4225314.500000 Penalty: 5289.929688
	Iteration 30Q: 3 clusters Score -4225314 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -4225359.500000 Penalty: 5289.929688
	Iteration 31Q: 3 clusters Score -4225360 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -4225407.000000 Penalty: 5289.929688
	Iteration 32Q: 3 clusters Score -4225407 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -4225454.000000 Penalty: 5289.929688
	Iteration 33Q: 3 clusters Score -4225454 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -4225519.000000 Penalty: 5289.929688
	Iteration 34Q: 3 clusters Score -4225519 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -4225556.000000 Penalty: 5289.929688
	Iteration 35Q: 3 clusters Score -4225556 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -4225600.500000 Penalty: 5289.929688
	Iteration 36Q: 3 clusters Score -4225600 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -4225614.500000 Penalty: 5289.929688
	Iteration 37Q: 3 clusters Score -4225614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -4225645.500000 Penalty: 5289.929688
	Iteration 38Q: 3 clusters Score -4225646 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -4225665.500000 Penalty: 5289.929688
	Iteration 39Q: 3 clusters Score -4225666 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -4225682.000000 Penalty: 5289.929688
	Iteration 40F: 3 clusters Score -4225682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -4225691.000000 Penalty: 5289.929688
	Iteration 41Q: 3 clusters Score -4225691 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -4225730.500000 Penalty: 5289.929688
	Iteration 42Q: 3 clusters Score -4225730 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -4225750.000000 Penalty: 5289.929688
	Iteration 43Q: 3 clusters Score -4225750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -4225782.000000 Penalty: 5289.929688
	Iteration 44Q: 3 clusters Score -4225782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -4225794.000000 Penalty: 5289.929688
	Iteration 45Q: 3 clusters Score -4225794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -4225814.500000 Penalty: 5289.929688
	Iteration 46Q: 3 clusters Score -4225814 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -4225838.000000 Penalty: 5289.929688
	Iteration 47Q: 3 clusters Score -4225838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -4225848.000000 Penalty: 5289.929688
	Iteration 48Q: 3 clusters Score -4225848 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -4225861.000000 Penalty: 5289.929688
	Iteration 49Q: 3 clusters Score -4225861 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -4225880.500000 Penalty: 5289.929688
	Iteration 50Q: 3 clusters Score -4225880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -4225876.500000 Penalty: 5289.929688
	Iteration 51Q: 3 clusters Score -4225876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -4225885.000000 Penalty: 5289.929688
	Iteration 52Q: 3 clusters Score -4225885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -4225885.500000 Penalty: 5289.929688
	Iteration 53Q: 3 clusters Score -4225886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -4225899.000000 Penalty: 5289.929688
	Iteration 54Q: 3 clusters Score -4225899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -4225900.500000 Penalty: 5289.929688
	Iteration 55Q: 3 clusters Score -4225900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -4225919.500000 Penalty: 5289.929688
	Iteration 56Q: 3 clusters Score -4225920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -4225934.000000 Penalty: 5289.929688
	Iteration 57Q: 3 clusters Score -4225934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -4225951.000000 Penalty: 5289.929688
	Iteration 58Q: 3 clusters Score -4225951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -4225956.500000 Penalty: 5289.929688
	Iteration 59Q: 3 clusters Score -4225956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -4225953.500000 Penalty: 5289.929688
	Iteration 60F: 3 clusters Score -4225954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -4225967.500000 Penalty: 5289.929688
	Iteration 61Q: 3 clusters Score -4225968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -4225977.500000 Penalty: 5289.929688
	Iteration 62Q: 3 clusters Score -4225978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -4225980.000000 Penalty: 5289.929688
	Iteration 63Q: 3 clusters Score -4225980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -4225986.000000 Penalty: 5289.929688
	Iteration 64Q: 3 clusters Score -4225986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -4225986.000000 Penalty: 5289.929688
	Iteration 65Q: 3 clusters Score -4225986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -4225992.500000 Penalty: 5289.929688
	Iteration 66Q: 3 clusters Score -4225992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -4226001.000000 Penalty: 5289.929688
	Iteration 67Q: 3 clusters Score -4226001 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -4226018.000000 Penalty: 5289.929688
	Iteration 68Q: 3 clusters Score -4226018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -4226038.000000 Penalty: 5289.929688
	Iteration 69Q: 3 clusters Score -4226038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -4226066.000000 Penalty: 5289.929688
	Iteration 70Q: 3 clusters Score -4226066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -4226089.000000 Penalty: 5289.929688
	Iteration 71Q: 3 clusters Score -4226089 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -4226119.500000 Penalty: 5289.929688
	Iteration 72Q: 3 clusters Score -4226120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -4226156.500000 Penalty: 5289.929688
	Iteration 73Q: 3 clusters Score -4226156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -4226190.000000 Penalty: 5289.929688
	Iteration 74Q: 3 clusters Score -4226190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -4226226.000000 Penalty: 5289.929688
	Iteration 75Q: 3 clusters Score -4226226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -4226247.500000 Penalty: 5289.929688
	Iteration 76Q: 3 clusters Score -4226248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -4226272.500000 Penalty: 5289.929688
	Iteration 77Q: 3 clusters Score -4226272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -4226296.000000 Penalty: 5289.929688
	Iteration 78Q: 3 clusters Score -4226296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -4226310.500000 Penalty: 5289.929688
	Iteration 79Q: 3 clusters Score -4226310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -4226322.500000 Penalty: 5289.929688
	Iteration 80F: 3 clusters Score -4226322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -4226334.500000 Penalty: 5289.929688
	Iteration 81Q: 3 clusters Score -4226334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -4226347.000000 Penalty: 5289.929688
	Iteration 82Q: 3 clusters Score -4226347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -4226354.500000 Penalty: 5289.929688
	Iteration 83Q: 3 clusters Score -4226354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -4226361.500000 Penalty: 5289.929688
	Iteration 84Q: 3 clusters Score -4226362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -4226357.000000 Penalty: 5289.929688
	Iteration 85Q: 3 clusters Score -4226357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -4226362.500000 Penalty: 5289.929688
	Iteration 86Q: 3 clusters Score -4226362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -4226366.000000 Penalty: 5289.929688
	Iteration 87Q: 3 clusters Score -4226366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -4226370.000000 Penalty: 5289.929688
	Iteration 88Q: 3 clusters Score -4226370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -4226374.000000 Penalty: 5289.929688
	Iteration 89Q: 3 clusters Score -4226374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -4226384.500000 Penalty: 5289.929688
	Iteration 90Q: 3 clusters Score -4226384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -4226383.500000 Penalty: 5289.929688
	Iteration 91Q: 3 clusters Score -4226384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -4226391.500000 Penalty: 5289.929688
	Iteration 92Q: 3 clusters Score -4226392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -4226397.000000 Penalty: 5289.929688
	Iteration 93Q: 3 clusters Score -4226397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -4226397.500000 Penalty: 5289.929688
	Iteration 94Q: 3 clusters Score -4226398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -4226398.000000 Penalty: 5289.929688
	Iteration 95Q: 3 clusters Score -4226398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -4226404.000000 Penalty: 5289.929688
	Iteration 96Q: 3 clusters Score -4226404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -4226403.500000 Penalty: 5289.929688
	Iteration 97Q: 3 clusters Score -4226404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -4226399.500000 Penalty: 5289.929688
	Iteration 98Q: 3 clusters Score -4226400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -4226405.500000 Penalty: 5289.929688
	Iteration 99Q: 3 clusters Score -4226406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -4226402.000000 Penalty: 5289.929688
	Iteration 100F: 3 clusters Score -4226402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -4226401.000000 Penalty: 5289.929688
	Iteration 101Q: 3 clusters Score -4226401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -4226408.000000 Penalty: 5289.929688
	Iteration 102Q: 3 clusters Score -4226408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -4226408.000000 Penalty: 5289.929688
	Iteration 103Q: 3 clusters Score -4226408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -4226410.500000 Penalty: 5289.929688
	Iteration 104Q: 3 clusters Score -4226410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -4226410.500000 Penalty: 5289.929688
	Iteration 105Q: 3 clusters Score -4226410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -4226410.000000 Penalty: 5289.929688
	Iteration 106Q: 3 clusters Score -4226410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -4226411.000000 Penalty: 5289.929688
	Iteration 107Q: 3 clusters Score -4226411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -4226407.000000 Penalty: 5289.929688
	Iteration 108Q: 3 clusters Score -4226407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -4226412.500000 Penalty: 5289.929688
	Iteration 109Q: 3 clusters Score -4226412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -4226407.500000 Penalty: 5289.929688
	Iteration 110Q: 3 clusters Score -4226408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -4226409.000000 Penalty: 5289.929688
	Iteration 111Q: 3 clusters Score -4226409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -4226406.000000 Penalty: 5289.929688
	Iteration 112Q: 3 clusters Score -4226406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -4226406.000000 Penalty: 5289.929688
	Iteration 113F: 3 clusters Score -4226406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -149489.890625 Penalty: 1824.040527
	Iteration 0F: 2 clusters Score -149489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -147171.312500 Penalty: 3648.081055
	Iteration 0F: 3 clusters Score -147171.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -147558.656250 Penalty: 3648.081055
	Iteration 1F: 3 clusters Score -147558.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -147681.031250 Penalty: 3648.081055
	Iteration 2F: 3 clusters Score -147681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -147762.421875 Penalty: 3648.081055
	Iteration 3Q: 3 clusters Score -147762.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -147804.750000 Penalty: 3648.081055
	Iteration 4Q: 3 clusters Score -147804.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -147843.687500 Penalty: 3648.081055
	Iteration 5Q: 3 clusters Score -147843.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -147875.421875 Penalty: 3648.081055
	Iteration 6Q: 3 clusters Score -147875.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -147915.671875 Penalty: 3648.081055
	Iteration 7Q: 3 clusters Score -147915.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -147950.421875 Penalty: 3648.081055
	Iteration 8Q: 3 clusters Score -147950.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -147994.343750 Penalty: 3648.081055
	Iteration 9Q: 3 clusters Score -147994.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -148055.656250 Penalty: 3648.081055
	Iteration 10Q: 3 clusters Score -148055.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -148102.640625 Penalty: 3648.081055
	Iteration 11Q: 3 clusters Score -148102.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -148131.546875 Penalty: 3648.081055
	Iteration 12Q: 3 clusters Score -148131.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -148156.656250 Penalty: 3648.081055
	Iteration 13Q: 3 clusters Score -148156.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -148178.093750 Penalty: 3648.081055
	Iteration 14Q: 3 clusters Score -148178.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -148194.546875 Penalty: 3648.081055
	Iteration 15Q: 3 clusters Score -148194.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -148203.093750 Penalty: 3648.081055
	Iteration 16Q: 3 clusters Score -148203.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -148208.781250 Penalty: 3648.081055
	Iteration 17Q: 3 clusters Score -148208.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -148211.171875 Penalty: 3648.081055
	Iteration 18Q: 3 clusters Score -148211.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -148212.656250 Penalty: 3648.081055
	Iteration 19Q: 3 clusters Score -148212.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -148214.484375 Penalty: 3648.081055
	Iteration 20F: 3 clusters Score -148214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -148215.843750 Penalty: 3648.081055
	Iteration 21Q: 3 clusters Score -148215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -148216.484375 Penalty: 3648.081055
	Iteration 22Q: 3 clusters Score -148216.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -148218.468750 Penalty: 3648.081055
	Iteration 23Q: 3 clusters Score -148218.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -148218.468750 Penalty: 3648.081055
	Iteration 24F: 3 clusters Score -148218.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Entering Unmasked Estep 
Score: -1727268.875000 Penalty: 2413.429688
	Iteration 0F: 2 clusters Score -1727269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1715260.250000 Penalty: 4826.859375
	Iteration 0F: 3 clusters Score -1715260 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1719201.875000 Penalty: 4826.859375
	Iteration 1F: 3 clusters Score -1719202 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1719514.250000 Penalty: 4826.859375
	Iteration 2F: 3 clusters Score -1719514 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1719746.625000 Penalty: 4826.859375
	Iteration 3Q: 3 clusters Score -1719747 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1719922.875000 Penalty: 4826.859375
	Iteration 4Q: 3 clusters Score -1719923 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1720082.750000 Penalty: 4826.859375
	Iteration 5Q: 3 clusters Score -1720083 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1720255.375000 Penalty: 4826.859375
	Iteration 6Q: 3 clusters Score -1720255 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1720474.375000 Penalty: 4826.859375
	Iteration 7Q: 3 clusters Score -1720474 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1720737.250000 Penalty: 4826.859375
	Iteration 8Q: 3 clusters Score -1720737 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1721050.625000 Penalty: 4826.859375
	Iteration 9Q: 3 clusters Score -1721051 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1721427.250000 Penalty: 4826.859375
	Iteration 10Q: 3 clusters Score -1721427 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1721870.750000 Penalty: 4826.859375
	Iteration 11Q: 3 clusters Score -1721871 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1722385.875000 Penalty: 4826.859375
	Iteration 12Q: 3 clusters Score -1722386 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1722904.375000 Penalty: 4826.859375
	Iteration 13Q: 3 clusters Score -1722904 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1723441.000000 Penalty: 4826.859375
	Iteration 14Q: 3 clusters Score -1723441 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1723922.500000 Penalty: 4826.859375
	Iteration 15Q: 3 clusters Score -1723922 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1724267.125000 Penalty: 4826.859375
	Iteration 16Q: 3 clusters Score -1724267 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1724538.250000 Penalty: 4826.859375
	Iteration 17Q: 3 clusters Score -1724538 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1724728.500000 Penalty: 4826.859375
	Iteration 18Q: 3 clusters Score -1724728 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1724861.000000 Penalty: 4826.859375
	Iteration 19Q: 3 clusters Score -1724861 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1724946.500000 Penalty: 4826.859375
	Iteration 20F: 3 clusters Score -1724946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1724994.625000 Penalty: 4826.859375
	Iteration 21Q: 3 clusters Score -1724995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1725045.375000 Penalty: 4826.859375
	Iteration 22Q: 3 clusters Score -1725045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1725073.500000 Penalty: 4826.859375
	Iteration 23Q: 3 clusters Score -1725074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1725108.375000 Penalty: 4826.859375
	Iteration 24Q: 3 clusters Score -1725108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1725136.125000 Penalty: 4826.859375
	Iteration 25Q: 3 clusters Score -1725136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1725147.500000 Penalty: 4826.859375
	Iteration 26Q: 3 clusters Score -1725148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1725155.750000 Penalty: 4826.859375
	Iteration 27Q: 3 clusters Score -1725156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1725170.625000 Penalty: 4826.859375
	Iteration 28Q: 3 clusters Score -1725171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1725181.250000 Penalty: 4826.859375
	Iteration 29Q: 3 clusters Score -1725181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1725192.875000 Penalty: 4826.859375
	Iteration 30Q: 3 clusters Score -1725193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1725197.750000 Penalty: 4826.859375
	Iteration 31Q: 3 clusters Score -1725198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1725206.375000 Penalty: 4826.859375
	Iteration 32Q: 3 clusters Score -1725206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1725212.000000 Penalty: 4826.859375
	Iteration 33Q: 3 clusters Score -1725212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1725218.500000 Penalty: 4826.859375
	Iteration 34Q: 3 clusters Score -1725218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1725220.500000 Penalty: 4826.859375
	Iteration 35Q: 3 clusters Score -1725220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1725227.500000 Penalty: 4826.859375
	Iteration 36Q: 3 clusters Score -1725228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1725228.375000 Penalty: 4826.859375
	Iteration 37Q: 3 clusters Score -1725228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1725231.125000 Penalty: 4826.859375
	Iteration 38Q: 3 clusters Score -1725231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1725231.125000 Penalty: 4826.859375
	Iteration 39F: 3 clusters Score -1725231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Entering Unmasked Estep 
Score: -415150.875000 Penalty: 2077.841064
	Iteration 0F: 2 clusters Score -415150.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -411100.875000 Penalty: 4155.682129
	Iteration 0F: 3 clusters Score -411100.9 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -411993.656250 Penalty: 4155.682129
	Iteration 1F: 3 clusters Score -411993.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -412207.281250 Penalty: 4155.682129
	Iteration 2F: 3 clusters Score -412207.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -412398.593750 Penalty: 4155.682129
	Iteration 3F: 3 clusters Score -412398.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -412586.406250 Penalty: 4155.682129
	Iteration 4F: 3 clusters Score -412586.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -412793.656250 Penalty: 4155.682129
	Iteration 5Q: 3 clusters Score -412793.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -413014.468750 Penalty: 4155.682129
	Iteration 6F: 3 clusters Score -413014.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -413248.312500 Penalty: 4155.682129
	Iteration 7F: 3 clusters Score -413248.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -413491.843750 Penalty: 4155.682129
	Iteration 8F: 3 clusters Score -413491.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -413672.312500 Penalty: 4155.682129
	Iteration 9Q: 3 clusters Score -413672.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -413815.875000 Penalty: 4155.682129
	Iteration 10Q: 3 clusters Score -413815.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -413938.781250 Penalty: 4155.682129
	Iteration 11Q: 3 clusters Score -413938.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -414023.531250 Penalty: 4155.682129
	Iteration 12Q: 3 clusters Score -414023.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -414079.843750 Penalty: 4155.682129
	Iteration 13Q: 3 clusters Score -414079.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -414109.093750 Penalty: 4155.682129
	Iteration 14Q: 3 clusters Score -414109.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -414124.593750 Penalty: 4155.682129
	Iteration 15Q: 3 clusters Score -414124.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -414136.843750 Penalty: 4155.682129
	Iteration 16Q: 3 clusters Score -414136.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -414147.500000 Penalty: 4155.682129
	Iteration 17Q: 3 clusters Score -414147.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -414152.593750 Penalty: 4155.682129
	Iteration 18Q: 3 clusters Score -414152.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -414155.125000 Penalty: 4155.682129
	Iteration 19Q: 3 clusters Score -414155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -414156.281250 Penalty: 4155.682129
	Iteration 20F: 3 clusters Score -414156.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -414158.593750 Penalty: 4155.682129
	Iteration 21Q: 3 clusters Score -414158.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -414160.250000 Penalty: 4155.682129
	Iteration 22Q: 3 clusters Score -414160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -414162.812500 Penalty: 4155.682129
	Iteration 23Q: 3 clusters Score -414162.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -414166.375000 Penalty: 4155.682129
	Iteration 24Q: 3 clusters Score -414166.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -414170.000000 Penalty: 4155.682129
	Iteration 25Q: 3 clusters Score -414170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -414172.312500 Penalty: 4155.682129
	Iteration 26Q: 3 clusters Score -414172.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -414171.843750 Penalty: 4155.682129
	Iteration 27Q: 3 clusters Score -414171.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -414171.968750 Penalty: 4155.682129
	Iteration 28Q: 3 clusters Score -414172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -414171.968750 Penalty: 4155.682129
	Iteration 29F: 3 clusters Score -414172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Entering Unmasked Estep 
Score: -8674031.000000 Penalty: 2816.740967
	Iteration 0F: 2 clusters Score -8674031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -8616723.000000 Penalty: 5633.481934
	Iteration 0F: 3 clusters Score -8616723 nChanged 40217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -8639632.000000 Penalty: 5633.481934
	Iteration 1F: 3 clusters Score -8639632 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -8640249.000000 Penalty: 5633.481934
	Iteration 2Q: 3 clusters Score -8640249 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -8640778.000000 Penalty: 5633.481934
	Iteration 3Q: 3 clusters Score -8640778 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -8641326.000000 Penalty: 5633.481934
	Iteration 4Q: 3 clusters Score -8641326 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -8641864.000000 Penalty: 5633.481934
	Iteration 5Q: 3 clusters Score -8641864 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -8642420.000000 Penalty: 5633.481934
	Iteration 6Q: 3 clusters Score -8642420 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -8643141.000000 Penalty: 5633.481934
	Iteration 7Q: 3 clusters Score -8643141 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -8644053.000000 Penalty: 5633.481934
	Iteration 8Q: 3 clusters Score -8644053 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -8645375.000000 Penalty: 5633.481934
	Iteration 9Q: 3 clusters Score -8645375 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -8647536.000000 Penalty: 5633.481934
	Iteration 10Q: 3 clusters Score -8647536 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -8650659.000000 Penalty: 5633.481934
	Iteration 11F: 3 clusters Score -8650659 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -8654605.000000 Penalty: 5633.481934
	Iteration 12F: 3 clusters Score -8654605 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
Score: -8659086.000000 Penalty: 5633.481934
	Iteration 13F: 3 clusters Score -8659086 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -8663082.000000 Penalty: 5633.481934
	Iteration 14F: 3 clusters Score -8663082 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -8666011.000000 Penalty: 5633.481934
	Iteration 15Q: 3 clusters Score -8666011 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -8667918.000000 Penalty: 5633.481934
	Iteration 16Q: 3 clusters Score -8667918 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 80782 members 
Entering Unmasked Estep 
Score: -8669108.000000 Penalty: 5633.481934
	Iteration 17Q: 3 clusters Score -8669108 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 81780 members 
Entering Unmasked Estep 
Score: -8669792.000000 Penalty: 5633.481934
	Iteration 18Q: 3 clusters Score -8669792 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -8670209.000000 Penalty: 5633.481934
	Iteration 19Q: 3 clusters Score -8670209 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -8670490.000000 Penalty: 5633.481934
	Iteration 20F: 3 clusters Score -8670490 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 83372 members 
Entering Unmasked Estep 
Score: -8670736.000000 Penalty: 5633.481934
	Iteration 21Q: 3 clusters Score -8670736 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -8670925.000000 Penalty: 5633.481934
	Iteration 22Q: 3 clusters Score -8670925 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 83935 members 
Entering Unmasked Estep 
Score: -8671054.000000 Penalty: 5633.481934
	Iteration 23Q: 3 clusters Score -8671054 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -8671152.000000 Penalty: 5633.481934
	Iteration 24Q: 3 clusters Score -8671152 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 84258 members 
Entering Unmasked Estep 
Score: -8671236.000000 Penalty: 5633.481934
	Iteration 25Q: 3 clusters Score -8671236 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
Score: -8671283.000000 Penalty: 5633.481934
	Iteration 26Q: 3 clusters Score -8671283 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 84438 members 
Entering Unmasked Estep 
Score: -8671326.000000 Penalty: 5633.481934
	Iteration 27Q: 3 clusters Score -8671326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 84508 members 
Entering Unmasked Estep 
Score: -8671346.000000 Penalty: 5633.481934
	Iteration 28Q: 3 clusters Score -8671346 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 84576 members 
Entering Unmasked Estep 
Score: -8671363.000000 Penalty: 5633.481934
	Iteration 29Q: 3 clusters Score -8671363 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 84625 members 
Entering Unmasked Estep 
Score: -8671393.000000 Penalty: 5633.481934
	Iteration 30Q: 3 clusters Score -8671393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -8671408.000000 Penalty: 5633.481934
	Iteration 31Q: 3 clusters Score -8671408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 84713 members 
Entering Unmasked Estep 
Score: -8671448.000000 Penalty: 5633.481934
	Iteration 32Q: 3 clusters Score -8671448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -8671480.000000 Penalty: 5633.481934
	Iteration 33Q: 3 clusters Score -8671480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 84766 members 
Entering Unmasked Estep 
Score: -8671509.000000 Penalty: 5633.481934
	Iteration 34Q: 3 clusters Score -8671509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -8671511.000000 Penalty: 5633.481934
	Iteration 35Q: 3 clusters Score -8671511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 84793 members 
Entering Unmasked Estep 
Score: -8671520.000000 Penalty: 5633.481934
	Iteration 36Q: 3 clusters Score -8671520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -8671518.000000 Penalty: 5633.481934
	Iteration 37Q: 3 clusters Score -8671518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -8671519.000000 Penalty: 5633.481934
	Iteration 38Q: 3 clusters Score -8671519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 84830 members 
Entering Unmasked Estep 
Score: -8671524.000000 Penalty: 5633.481934
	Iteration 39Q: 3 clusters Score -8671524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 84840 members 
Entering Unmasked Estep 
Score: -8671529.000000 Penalty: 5633.481934
	Iteration 40F: 3 clusters Score -8671529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -8671534.000000 Penalty: 5633.481934
	Iteration 41Q: 3 clusters Score -8671534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -8671534.000000 Penalty: 5633.481934
	Iteration 42Q: 3 clusters Score -8671534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 84876 members 
Entering Unmasked Estep 
Score: -8671538.000000 Penalty: 5633.481934
	Iteration 43Q: 3 clusters Score -8671538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -8671551.000000 Penalty: 5633.481934
	Iteration 44Q: 3 clusters Score -8671551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 84891 members 
Entering Unmasked Estep 
Score: -8671546.000000 Penalty: 5633.481934
	Iteration 45Q: 3 clusters Score -8671546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
Score: -8671545.000000 Penalty: 5633.481934
	Iteration 46Q: 3 clusters Score -8671545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -8671548.000000 Penalty: 5633.481934
	Iteration 47Q: 3 clusters Score -8671548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -8671554.000000 Penalty: 5633.481934
	Iteration 48Q: 3 clusters Score -8671554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -8671550.000000 Penalty: 5633.481934
	Iteration 49Q: 3 clusters Score -8671550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -8671550.000000 Penalty: 5633.481934
	Iteration 50Q: 3 clusters Score -8671550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -8671552.000000 Penalty: 5633.481934
	Iteration 51Q: 3 clusters Score -8671552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -8671552.000000 Penalty: 5633.481934
	Iteration 52F: 3 clusters Score -8671552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Entering Unmasked Estep 
Score: -487145.125000 Penalty: 2117.369385
	Iteration 0F: 2 clusters Score -487145.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -482575.187500 Penalty: 4234.738770
	Iteration 0F: 3 clusters Score -482575.2 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -483683.343750 Penalty: 4234.738770
	Iteration 1F: 3 clusters Score -483683.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -483969.937500 Penalty: 4234.738770
	Iteration 2F: 3 clusters Score -483969.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -484193.062500 Penalty: 4234.738770
	Iteration 3F: 3 clusters Score -484193.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -484406.312500 Penalty: 4234.738770
	Iteration 4F: 3 clusters Score -484406.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -484630.031250 Penalty: 4234.738770
	Iteration 5F: 3 clusters Score -484630 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -484803.406250 Penalty: 4234.738770
	Iteration 6Q: 3 clusters Score -484803.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -484957.750000 Penalty: 4234.738770
	Iteration 7Q: 3 clusters Score -484957.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -485064.406250 Penalty: 4234.738770
	Iteration 8Q: 3 clusters Score -485064.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -485143.406250 Penalty: 4234.738770
	Iteration 9Q: 3 clusters Score -485143.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -485210.593750 Penalty: 4234.738770
	Iteration 10Q: 3 clusters Score -485210.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -485266.687500 Penalty: 4234.738770
	Iteration 11Q: 3 clusters Score -485266.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -485331.250000 Penalty: 4234.738770
	Iteration 12Q: 3 clusters Score -485331.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -485409.281250 Penalty: 4234.738770
	Iteration 13Q: 3 clusters Score -485409.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -485471.500000 Penalty: 4234.738770
	Iteration 14Q: 3 clusters Score -485471.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -485513.375000 Penalty: 4234.738770
	Iteration 15Q: 3 clusters Score -485513.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -485538.281250 Penalty: 4234.738770
	Iteration 16Q: 3 clusters Score -485538.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -485562.125000 Penalty: 4234.738770
	Iteration 17Q: 3 clusters Score -485562.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -485585.781250 Penalty: 4234.738770
	Iteration 18Q: 3 clusters Score -485585.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -485610.875000 Penalty: 4234.738770
	Iteration 19Q: 3 clusters Score -485610.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -485634.125000 Penalty: 4234.738770
	Iteration 20F: 3 clusters Score -485634.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -485651.000000 Penalty: 4234.738770
	Iteration 21Q: 3 clusters Score -485651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -485663.906250 Penalty: 4234.738770
	Iteration 22Q: 3 clusters Score -485663.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -485674.406250 Penalty: 4234.738770
	Iteration 23Q: 3 clusters Score -485674.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -485685.250000 Penalty: 4234.738770
	Iteration 24Q: 3 clusters Score -485685.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -485693.781250 Penalty: 4234.738770
	Iteration 25Q: 3 clusters Score -485693.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -485699.312500 Penalty: 4234.738770
	Iteration 26Q: 3 clusters Score -485699.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -485702.937500 Penalty: 4234.738770
	Iteration 27Q: 3 clusters Score -485702.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -485704.343750 Penalty: 4234.738770
	Iteration 28Q: 3 clusters Score -485704.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -485708.187500 Penalty: 4234.738770
	Iteration 29Q: 3 clusters Score -485708.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -485709.406250 Penalty: 4234.738770
	Iteration 30Q: 3 clusters Score -485709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -485709.812500 Penalty: 4234.738770
	Iteration 31Q: 3 clusters Score -485709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -485710.437500 Penalty: 4234.738770
	Iteration 32Q: 3 clusters Score -485710.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -485710.406250 Penalty: 4234.738770
	Iteration 33Q: 3 clusters Score -485710.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -485712.281250 Penalty: 4234.738770
	Iteration 34Q: 3 clusters Score -485712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -485713.281250 Penalty: 4234.738770
	Iteration 35Q: 3 clusters Score -485713.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -485713.718750 Penalty: 4234.738770
	Iteration 36Q: 3 clusters Score -485713.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -485713.968750 Penalty: 4234.738770
	Iteration 37Q: 3 clusters Score -485714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -485715.437500 Penalty: 4234.738770
	Iteration 38Q: 3 clusters Score -485715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -485715.062500 Penalty: 4234.738770
	Iteration 39Q: 3 clusters Score -485715.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -485715.437500 Penalty: 4234.738770
	Iteration 40F: 3 clusters Score -485715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -485716.125000 Penalty: 4234.738770
	Iteration 41Q: 3 clusters Score -485716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -485716.656250 Penalty: 4234.738770
	Iteration 42Q: 3 clusters Score -485716.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -485716.656250 Penalty: 4234.738770
	Iteration 43F: 3 clusters Score -485716.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Entering Unmasked Estep 
Score: -1647807.625000 Penalty: 2404.966797
	Iteration 0F: 2 clusters Score -1647808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1636079.375000 Penalty: 4809.933594
	Iteration 0F: 3 clusters Score -1636079 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1640022.375000 Penalty: 4809.933594
	Iteration 1F: 3 clusters Score -1640022 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1640437.000000 Penalty: 4809.933594
	Iteration 2F: 3 clusters Score -1640437 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1640839.125000 Penalty: 4809.933594
	Iteration 3F: 3 clusters Score -1640839 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1641243.500000 Penalty: 4809.933594
	Iteration 4Q: 3 clusters Score -1641244 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1641703.125000 Penalty: 4809.933594
	Iteration 5Q: 3 clusters Score -1641703 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1642143.000000 Penalty: 4809.933594
	Iteration 6Q: 3 clusters Score -1642143 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1642566.375000 Penalty: 4809.933594
	Iteration 7Q: 3 clusters Score -1642566 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1642952.750000 Penalty: 4809.933594
	Iteration 8Q: 3 clusters Score -1642953 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1643310.375000 Penalty: 4809.933594
	Iteration 9Q: 3 clusters Score -1643310 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1643592.750000 Penalty: 4809.933594
	Iteration 10Q: 3 clusters Score -1643593 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1643808.500000 Penalty: 4809.933594
	Iteration 11Q: 3 clusters Score -1643808 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1643961.750000 Penalty: 4809.933594
	Iteration 12Q: 3 clusters Score -1643962 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1644063.875000 Penalty: 4809.933594
	Iteration 13Q: 3 clusters Score -1644064 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1644137.750000 Penalty: 4809.933594
	Iteration 14Q: 3 clusters Score -1644138 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1644189.375000 Penalty: 4809.933594
	Iteration 15Q: 3 clusters Score -1644189 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1644235.250000 Penalty: 4809.933594
	Iteration 16Q: 3 clusters Score -1644235 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1644280.750000 Penalty: 4809.933594
	Iteration 17Q: 3 clusters Score -1644281 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1644327.500000 Penalty: 4809.933594
	Iteration 18Q: 3 clusters Score -1644328 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1644370.375000 Penalty: 4809.933594
	Iteration 19Q: 3 clusters Score -1644370 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1644411.000000 Penalty: 4809.933594
	Iteration 20F: 3 clusters Score -1644411 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1644433.375000 Penalty: 4809.933594
	Iteration 21Q: 3 clusters Score -1644433 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1644465.375000 Penalty: 4809.933594
	Iteration 22Q: 3 clusters Score -1644465 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1644499.375000 Penalty: 4809.933594
	Iteration 23Q: 3 clusters Score -1644499 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1644529.625000 Penalty: 4809.933594
	Iteration 24Q: 3 clusters Score -1644530 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1644565.750000 Penalty: 4809.933594
	Iteration 25Q: 3 clusters Score -1644566 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1644589.750000 Penalty: 4809.933594
	Iteration 26Q: 3 clusters Score -1644590 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1644614.125000 Penalty: 4809.933594
	Iteration 27Q: 3 clusters Score -1644614 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1644628.625000 Penalty: 4809.933594
	Iteration 28Q: 3 clusters Score -1644629 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1644653.875000 Penalty: 4809.933594
	Iteration 29Q: 3 clusters Score -1644654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1644678.000000 Penalty: 4809.933594
	Iteration 30Q: 3 clusters Score -1644678 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1644700.250000 Penalty: 4809.933594
	Iteration 31Q: 3 clusters Score -1644700 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1644715.250000 Penalty: 4809.933594
	Iteration 32Q: 3 clusters Score -1644715 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1644738.750000 Penalty: 4809.933594
	Iteration 33Q: 3 clusters Score -1644739 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1644759.750000 Penalty: 4809.933594
	Iteration 34Q: 3 clusters Score -1644760 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1644778.625000 Penalty: 4809.933594
	Iteration 35Q: 3 clusters Score -1644779 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1644797.000000 Penalty: 4809.933594
	Iteration 36Q: 3 clusters Score -1644797 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1644815.500000 Penalty: 4809.933594
	Iteration 37Q: 3 clusters Score -1644816 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1644838.875000 Penalty: 4809.933594
	Iteration 38Q: 3 clusters Score -1644839 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1644850.625000 Penalty: 4809.933594
	Iteration 39Q: 3 clusters Score -1644851 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1644870.125000 Penalty: 4809.933594
	Iteration 40F: 3 clusters Score -1644870 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1644888.000000 Penalty: 4809.933594
	Iteration 41Q: 3 clusters Score -1644888 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1644903.500000 Penalty: 4809.933594
	Iteration 42Q: 3 clusters Score -1644904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1644915.750000 Penalty: 4809.933594
	Iteration 43Q: 3 clusters Score -1644916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1644931.250000 Penalty: 4809.933594
	Iteration 44Q: 3 clusters Score -1644931 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1644946.875000 Penalty: 4809.933594
	Iteration 45Q: 3 clusters Score -1644947 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1644962.000000 Penalty: 4809.933594
	Iteration 46Q: 3 clusters Score -1644962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1644978.875000 Penalty: 4809.933594
	Iteration 47Q: 3 clusters Score -1644979 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1644990.000000 Penalty: 4809.933594
	Iteration 48Q: 3 clusters Score -1644990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1645008.500000 Penalty: 4809.933594
	Iteration 49Q: 3 clusters Score -1645008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1645018.125000 Penalty: 4809.933594
	Iteration 50Q: 3 clusters Score -1645018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1645035.750000 Penalty: 4809.933594
	Iteration 51Q: 3 clusters Score -1645036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1645053.375000 Penalty: 4809.933594
	Iteration 52Q: 3 clusters Score -1645053 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1645071.500000 Penalty: 4809.933594
	Iteration 53Q: 3 clusters Score -1645072 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1645095.500000 Penalty: 4809.933594
	Iteration 54Q: 3 clusters Score -1645096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1645108.625000 Penalty: 4809.933594
	Iteration 55Q: 3 clusters Score -1645109 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1645136.000000 Penalty: 4809.933594
	Iteration 56Q: 3 clusters Score -1645136 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1645158.875000 Penalty: 4809.933594
	Iteration 57Q: 3 clusters Score -1645159 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1645188.750000 Penalty: 4809.933594
	Iteration 58Q: 3 clusters Score -1645189 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1645224.000000 Penalty: 4809.933594
	Iteration 59Q: 3 clusters Score -1645224 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1645244.125000 Penalty: 4809.933594
	Iteration 60F: 3 clusters Score -1645244 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1645271.000000 Penalty: 4809.933594
	Iteration 61Q: 3 clusters Score -1645271 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1645298.500000 Penalty: 4809.933594
	Iteration 62Q: 3 clusters Score -1645298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1645315.250000 Penalty: 4809.933594
	Iteration 63Q: 3 clusters Score -1645315 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1645338.250000 Penalty: 4809.933594
	Iteration 64Q: 3 clusters Score -1645338 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1645353.250000 Penalty: 4809.933594
	Iteration 65Q: 3 clusters Score -1645353 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1645372.500000 Penalty: 4809.933594
	Iteration 66Q: 3 clusters Score -1645372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1645388.250000 Penalty: 4809.933594
	Iteration 67Q: 3 clusters Score -1645388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1645404.625000 Penalty: 4809.933594
	Iteration 68Q: 3 clusters Score -1645405 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1645419.625000 Penalty: 4809.933594
	Iteration 69Q: 3 clusters Score -1645420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1645433.875000 Penalty: 4809.933594
	Iteration 70Q: 3 clusters Score -1645434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1645442.250000 Penalty: 4809.933594
	Iteration 71Q: 3 clusters Score -1645442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1645457.875000 Penalty: 4809.933594
	Iteration 72Q: 3 clusters Score -1645458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1645467.875000 Penalty: 4809.933594
	Iteration 73Q: 3 clusters Score -1645468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1645484.625000 Penalty: 4809.933594
	Iteration 74Q: 3 clusters Score -1645485 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1645494.000000 Penalty: 4809.933594
	Iteration 75Q: 3 clusters Score -1645494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1645507.750000 Penalty: 4809.933594
	Iteration 76Q: 3 clusters Score -1645508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1645511.375000 Penalty: 4809.933594
	Iteration 77Q: 3 clusters Score -1645511 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1645524.250000 Penalty: 4809.933594
	Iteration 78Q: 3 clusters Score -1645524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1645535.250000 Penalty: 4809.933594
	Iteration 79Q: 3 clusters Score -1645535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1645543.000000 Penalty: 4809.933594
	Iteration 80F: 3 clusters Score -1645543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1645554.125000 Penalty: 4809.933594
	Iteration 81Q: 3 clusters Score -1645554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1645561.625000 Penalty: 4809.933594
	Iteration 82Q: 3 clusters Score -1645562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1645571.000000 Penalty: 4809.933594
	Iteration 83Q: 3 clusters Score -1645571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1645576.625000 Penalty: 4809.933594
	Iteration 84Q: 3 clusters Score -1645577 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1645587.375000 Penalty: 4809.933594
	Iteration 85Q: 3 clusters Score -1645587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1645595.375000 Penalty: 4809.933594
	Iteration 86Q: 3 clusters Score -1645595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1645600.500000 Penalty: 4809.933594
	Iteration 87Q: 3 clusters Score -1645600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1645607.875000 Penalty: 4809.933594
	Iteration 88Q: 3 clusters Score -1645608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1645612.625000 Penalty: 4809.933594
	Iteration 89Q: 3 clusters Score -1645613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1645619.000000 Penalty: 4809.933594
	Iteration 90Q: 3 clusters Score -1645619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1645626.750000 Penalty: 4809.933594
	Iteration 91Q: 3 clusters Score -1645627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1645628.000000 Penalty: 4809.933594
	Iteration 92Q: 3 clusters Score -1645628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1645629.375000 Penalty: 4809.933594
	Iteration 93Q: 3 clusters Score -1645629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1645628.750000 Penalty: 4809.933594
	Iteration 94Q: 3 clusters Score -1645629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1645632.125000 Penalty: 4809.933594
	Iteration 95Q: 3 clusters Score -1645632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1645635.000000 Penalty: 4809.933594
	Iteration 96Q: 3 clusters Score -1645635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1645639.500000 Penalty: 4809.933594
	Iteration 97Q: 3 clusters Score -1645640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1645646.000000 Penalty: 4809.933594
	Iteration 98Q: 3 clusters Score -1645646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1645654.750000 Penalty: 4809.933594
	Iteration 99Q: 3 clusters Score -1645655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1645657.375000 Penalty: 4809.933594
	Iteration 100F: 3 clusters Score -1645657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1645658.375000 Penalty: 4809.933594
	Iteration 101Q: 3 clusters Score -1645658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1645664.500000 Penalty: 4809.933594
	Iteration 102Q: 3 clusters Score -1645664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1645669.750000 Penalty: 4809.933594
	Iteration 103Q: 3 clusters Score -1645670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1645670.125000 Penalty: 4809.933594
	Iteration 104Q: 3 clusters Score -1645670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1645673.375000 Penalty: 4809.933594
	Iteration 105Q: 3 clusters Score -1645673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1645678.000000 Penalty: 4809.933594
	Iteration 106Q: 3 clusters Score -1645678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1645677.875000 Penalty: 4809.933594
	Iteration 107Q: 3 clusters Score -1645678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1645679.875000 Penalty: 4809.933594
	Iteration 108Q: 3 clusters Score -1645680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1645684.625000 Penalty: 4809.933594
	Iteration 109Q: 3 clusters Score -1645685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1645685.375000 Penalty: 4809.933594
	Iteration 110Q: 3 clusters Score -1645685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1645688.250000 Penalty: 4809.933594
	Iteration 111Q: 3 clusters Score -1645688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1645687.000000 Penalty: 4809.933594
	Iteration 112Q: 3 clusters Score -1645687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1645686.125000 Penalty: 4809.933594
	Iteration 113Q: 3 clusters Score -1645686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1645687.625000 Penalty: 4809.933594
	Iteration 114Q: 3 clusters Score -1645688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1645692.000000 Penalty: 4809.933594
	Iteration 115Q: 3 clusters Score -1645692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1645698.000000 Penalty: 4809.933594
	Iteration 116Q: 3 clusters Score -1645698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1645699.625000 Penalty: 4809.933594
	Iteration 117Q: 3 clusters Score -1645700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1645700.125000 Penalty: 4809.933594
	Iteration 118Q: 3 clusters Score -1645700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1645699.625000 Penalty: 4809.933594
	Iteration 119Q: 3 clusters Score -1645700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1645699.625000 Penalty: 4809.933594
	Iteration 120F: 3 clusters Score -1645700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Entering Unmasked Estep 
Score: -1360599.875000 Penalty: 2367.644775
	Iteration 0F: 2 clusters Score -1360600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1350428.250000 Penalty: 4735.289551
	Iteration 0F: 3 clusters Score -1350428 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1353874.500000 Penalty: 4735.289551
	Iteration 1F: 3 clusters Score -1353874 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1354585.750000 Penalty: 4735.289551
	Iteration 2F: 3 clusters Score -1354586 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1355351.125000 Penalty: 4735.289551
	Iteration 3F: 3 clusters Score -1355351 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1356228.625000 Penalty: 4735.289551
	Iteration 4F: 3 clusters Score -1356229 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1357234.875000 Penalty: 4735.289551
	Iteration 5F: 3 clusters Score -1357235 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1358029.500000 Penalty: 4735.289551
	Iteration 6F: 3 clusters Score -1358030 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1358565.625000 Penalty: 4735.289551
	Iteration 7Q: 3 clusters Score -1358566 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1358946.625000 Penalty: 4735.289551
	Iteration 8Q: 3 clusters Score -1358947 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1359260.375000 Penalty: 4735.289551
	Iteration 9Q: 3 clusters Score -1359260 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1359518.500000 Penalty: 4735.289551
	Iteration 10Q: 3 clusters Score -1359518 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1359698.875000 Penalty: 4735.289551
	Iteration 11Q: 3 clusters Score -1359699 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1359808.625000 Penalty: 4735.289551
	Iteration 12Q: 3 clusters Score -1359809 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1359886.375000 Penalty: 4735.289551
	Iteration 13Q: 3 clusters Score -1359886 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1359923.000000 Penalty: 4735.289551
	Iteration 14Q: 3 clusters Score -1359923 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1359936.750000 Penalty: 4735.289551
	Iteration 15Q: 3 clusters Score -1359937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1359944.750000 Penalty: 4735.289551
	Iteration 16Q: 3 clusters Score -1359945 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1359949.375000 Penalty: 4735.289551
	Iteration 17Q: 3 clusters Score -1359949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1359959.500000 Penalty: 4735.289551
	Iteration 18Q: 3 clusters Score -1359960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1359965.375000 Penalty: 4735.289551
	Iteration 19Q: 3 clusters Score -1359965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1359963.625000 Penalty: 4735.289551
	Iteration 20F: 3 clusters Score -1359964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1359964.000000 Penalty: 4735.289551
	Iteration 21Q: 3 clusters Score -1359964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1359964.750000 Penalty: 4735.289551
	Iteration 22Q: 3 clusters Score -1359965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1359966.875000 Penalty: 4735.289551
	Iteration 23Q: 3 clusters Score -1359967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1359969.250000 Penalty: 4735.289551
	Iteration 24Q: 3 clusters Score -1359969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1359968.375000 Penalty: 4735.289551
	Iteration 25Q: 3 clusters Score -1359968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1359968.375000 Penalty: 4735.289551
	Iteration 26F: 3 clusters Score -1359968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97830 members 
Entering Unmasked Estep 
Score: -10009306.000000 Penalty: 2849.764648
	Iteration 0F: 2 clusters Score -1.000931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -9944075.000000 Penalty: 5699.529297
	Iteration 0F: 3 clusters Score -9944075 nChanged 46058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -9970688.000000 Penalty: 5699.529297
	Iteration 1F: 3 clusters Score -9970688 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -9972279.000000 Penalty: 5699.529297
	Iteration 2Q: 3 clusters Score -9972279 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -9974977.000000 Penalty: 5699.529297
	Iteration 3F: 3 clusters Score -9974977 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -9979525.000000 Penalty: 5699.529297
	Iteration 4F: 3 clusters Score -9979525 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -9986644.000000 Penalty: 5699.529297
	Iteration 5F: 3 clusters Score -9986644 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -9994939.000000 Penalty: 5699.529297
	Iteration 6F: 3 clusters Score -9994939 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -10001464.000000 Penalty: 5699.529297
	Iteration 7F: 3 clusters Score -1.000146e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 95466 members 
Entering Unmasked Estep 
Score: -10004783.000000 Penalty: 5699.529297
	Iteration 8Q: 3 clusters Score -1.000478e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 96752 members 
Entering Unmasked Estep 
Score: -10005977.000000 Penalty: 5699.529297
	Iteration 9Q: 3 clusters Score -1.000598e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 97181 members 
Entering Unmasked Estep 
Score: -10006431.000000 Penalty: 5699.529297
	Iteration 10Q: 3 clusters Score -1.000643e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 97314 members 
Entering Unmasked Estep 
Score: -10006610.000000 Penalty: 5699.529297
	Iteration 11Q: 3 clusters Score -1.000661e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 97382 members 
Entering Unmasked Estep 
Score: -10006707.000000 Penalty: 5699.529297
	Iteration 12Q: 3 clusters Score -1.000671e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -10006749.000000 Penalty: 5699.529297
	Iteration 13Q: 3 clusters Score -1.000675e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 97438 members 
Entering Unmasked Estep 
Score: -10006763.000000 Penalty: 5699.529297
	Iteration 14Q: 3 clusters Score -1.000676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -10006793.000000 Penalty: 5699.529297
	Iteration 15Q: 3 clusters Score -1.000679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -10006795.000000 Penalty: 5699.529297
	Iteration 16Q: 3 clusters Score -1.00068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -10006796.000000 Penalty: 5699.529297
	Iteration 17Q: 3 clusters Score -1.00068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -10006799.000000 Penalty: 5699.529297
	Iteration 18Q: 3 clusters Score -1.00068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -10006799.000000 Penalty: 5699.529297
	Iteration 19F: 3 clusters Score -1.00068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Entering Unmasked Estep 
Score: -1370236.375000 Penalty: 2367.574219
	Iteration 0F: 2 clusters Score -1370236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1360004.375000 Penalty: 4735.148438
	Iteration 0F: 3 clusters Score -1360004 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1363307.625000 Penalty: 4735.148438
	Iteration 1F: 3 clusters Score -1363308 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1363880.125000 Penalty: 4735.148438
	Iteration 2F: 3 clusters Score -1363880 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1364407.875000 Penalty: 4735.148438
	Iteration 3F: 3 clusters Score -1364408 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1364889.000000 Penalty: 4735.148438
	Iteration 4F: 3 clusters Score -1364889 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1365367.625000 Penalty: 4735.148438
	Iteration 5F: 3 clusters Score -1365368 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1365832.500000 Penalty: 4735.148438
	Iteration 6F: 3 clusters Score -1365832 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1366211.875000 Penalty: 4735.148438
	Iteration 7Q: 3 clusters Score -1366212 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1366483.000000 Penalty: 4735.148438
	Iteration 8Q: 3 clusters Score -1366483 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1366651.375000 Penalty: 4735.148438
	Iteration 9Q: 3 clusters Score -1366651 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1366766.750000 Penalty: 4735.148438
	Iteration 10Q: 3 clusters Score -1366767 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1366853.500000 Penalty: 4735.148438
	Iteration 11Q: 3 clusters Score -1366854 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1366916.625000 Penalty: 4735.148438
	Iteration 12Q: 3 clusters Score -1366917 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1366968.375000 Penalty: 4735.148438
	Iteration 13Q: 3 clusters Score -1366968 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1367004.500000 Penalty: 4735.148438
	Iteration 14Q: 3 clusters Score -1367004 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1367030.875000 Penalty: 4735.148438
	Iteration 15Q: 3 clusters Score -1367031 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1367053.625000 Penalty: 4735.148438
	Iteration 16Q: 3 clusters Score -1367054 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1367071.625000 Penalty: 4735.148438
	Iteration 17Q: 3 clusters Score -1367072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1367085.625000 Penalty: 4735.148438
	Iteration 18Q: 3 clusters Score -1367086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1367096.500000 Penalty: 4735.148438
	Iteration 19Q: 3 clusters Score -1367096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1367114.250000 Penalty: 4735.148438
	Iteration 20F: 3 clusters Score -1367114 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1367134.125000 Penalty: 4735.148438
	Iteration 21Q: 3 clusters Score -1367134 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1367153.875000 Penalty: 4735.148438
	Iteration 22Q: 3 clusters Score -1367154 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1367180.500000 Penalty: 4735.148438
	Iteration 23Q: 3 clusters Score -1367180 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1367203.625000 Penalty: 4735.148438
	Iteration 24Q: 3 clusters Score -1367204 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1367235.250000 Penalty: 4735.148438
	Iteration 25Q: 3 clusters Score -1367235 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1367269.000000 Penalty: 4735.148438
	Iteration 26Q: 3 clusters Score -1367269 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1367307.000000 Penalty: 4735.148438
	Iteration 27Q: 3 clusters Score -1367307 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1367345.375000 Penalty: 4735.148438
	Iteration 28Q: 3 clusters Score -1367345 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1367371.875000 Penalty: 4735.148438
	Iteration 29Q: 3 clusters Score -1367372 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1367404.875000 Penalty: 4735.148438
	Iteration 30Q: 3 clusters Score -1367405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1367420.500000 Penalty: 4735.148438
	Iteration 31Q: 3 clusters Score -1367420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1367439.250000 Penalty: 4735.148438
	Iteration 32Q: 3 clusters Score -1367439 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1367462.750000 Penalty: 4735.148438
	Iteration 33Q: 3 clusters Score -1367463 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1367483.375000 Penalty: 4735.148438
	Iteration 34Q: 3 clusters Score -1367483 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1367500.250000 Penalty: 4735.148438
	Iteration 35Q: 3 clusters Score -1367500 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1367509.500000 Penalty: 4735.148438
	Iteration 36Q: 3 clusters Score -1367510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1367526.000000 Penalty: 4735.148438
	Iteration 37Q: 3 clusters Score -1367526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1367541.625000 Penalty: 4735.148438
	Iteration 38Q: 3 clusters Score -1367542 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1367556.000000 Penalty: 4735.148438
	Iteration 39Q: 3 clusters Score -1367556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1367567.375000 Penalty: 4735.148438
	Iteration 40F: 3 clusters Score -1367567 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1367584.750000 Penalty: 4735.148438
	Iteration 41Q: 3 clusters Score -1367585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1367605.125000 Penalty: 4735.148438
	Iteration 42Q: 3 clusters Score -1367605 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1367615.500000 Penalty: 4735.148438
	Iteration 43Q: 3 clusters Score -1367616 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1367636.250000 Penalty: 4735.148438
	Iteration 44Q: 3 clusters Score -1367636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1367649.750000 Penalty: 4735.148438
	Iteration 45Q: 3 clusters Score -1367650 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1367666.125000 Penalty: 4735.148438
	Iteration 46Q: 3 clusters Score -1367666 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1367679.625000 Penalty: 4735.148438
	Iteration 47Q: 3 clusters Score -1367680 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1367698.750000 Penalty: 4735.148438
	Iteration 48Q: 3 clusters Score -1367699 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1367708.500000 Penalty: 4735.148438
	Iteration 49Q: 3 clusters Score -1367708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1367725.125000 Penalty: 4735.148438
	Iteration 50Q: 3 clusters Score -1367725 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1367742.125000 Penalty: 4735.148438
	Iteration 51Q: 3 clusters Score -1367742 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1367762.125000 Penalty: 4735.148438
	Iteration 52Q: 3 clusters Score -1367762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1367777.500000 Penalty: 4735.148438
	Iteration 53Q: 3 clusters Score -1367778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1367794.500000 Penalty: 4735.148438
	Iteration 54Q: 3 clusters Score -1367794 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1367808.250000 Penalty: 4735.148438
	Iteration 55Q: 3 clusters Score -1367808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1367823.125000 Penalty: 4735.148438
	Iteration 56Q: 3 clusters Score -1367823 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1367832.875000 Penalty: 4735.148438
	Iteration 57Q: 3 clusters Score -1367833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1367851.625000 Penalty: 4735.148438
	Iteration 58Q: 3 clusters Score -1367852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1367862.375000 Penalty: 4735.148438
	Iteration 59Q: 3 clusters Score -1367862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1367871.125000 Penalty: 4735.148438
	Iteration 60F: 3 clusters Score -1367871 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1367889.000000 Penalty: 4735.148438
	Iteration 61Q: 3 clusters Score -1367889 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1367901.125000 Penalty: 4735.148438
	Iteration 62Q: 3 clusters Score -1367901 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1367912.000000 Penalty: 4735.148438
	Iteration 63Q: 3 clusters Score -1367912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1367919.375000 Penalty: 4735.148438
	Iteration 64Q: 3 clusters Score -1367919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1367925.125000 Penalty: 4735.148438
	Iteration 65Q: 3 clusters Score -1367925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1367931.000000 Penalty: 4735.148438
	Iteration 66Q: 3 clusters Score -1367931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1367934.875000 Penalty: 4735.148438
	Iteration 67Q: 3 clusters Score -1367935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1367937.500000 Penalty: 4735.148438
	Iteration 68Q: 3 clusters Score -1367938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1367944.125000 Penalty: 4735.148438
	Iteration 69Q: 3 clusters Score -1367944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1367947.250000 Penalty: 4735.148438
	Iteration 70Q: 3 clusters Score -1367947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1367956.375000 Penalty: 4735.148438
	Iteration 71Q: 3 clusters Score -1367956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1367957.500000 Penalty: 4735.148438
	Iteration 72Q: 3 clusters Score -1367958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1367966.000000 Penalty: 4735.148438
	Iteration 73Q: 3 clusters Score -1367966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1367971.875000 Penalty: 4735.148438
	Iteration 74Q: 3 clusters Score -1367972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1367973.125000 Penalty: 4735.148438
	Iteration 75Q: 3 clusters Score -1367973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1367981.875000 Penalty: 4735.148438
	Iteration 76Q: 3 clusters Score -1367982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1367985.500000 Penalty: 4735.148438
	Iteration 77Q: 3 clusters Score -1367986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1367990.250000 Penalty: 4735.148438
	Iteration 78Q: 3 clusters Score -1367990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1367998.125000 Penalty: 4735.148438
	Iteration 79Q: 3 clusters Score -1367998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1368005.750000 Penalty: 4735.148438
	Iteration 80F: 3 clusters Score -1368006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1368013.750000 Penalty: 4735.148438
	Iteration 81Q: 3 clusters Score -1368014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1368025.125000 Penalty: 4735.148438
	Iteration 82Q: 3 clusters Score -1368025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1368038.250000 Penalty: 4735.148438
	Iteration 83Q: 3 clusters Score -1368038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1368046.500000 Penalty: 4735.148438
	Iteration 84Q: 3 clusters Score -1368046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1368053.625000 Penalty: 4735.148438
	Iteration 85Q: 3 clusters Score -1368054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1368068.375000 Penalty: 4735.148438
	Iteration 86Q: 3 clusters Score -1368068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1368071.500000 Penalty: 4735.148438
	Iteration 87Q: 3 clusters Score -1368072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1368086.375000 Penalty: 4735.148438
	Iteration 88Q: 3 clusters Score -1368086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1368095.125000 Penalty: 4735.148438
	Iteration 89Q: 3 clusters Score -1368095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1368101.500000 Penalty: 4735.148438
	Iteration 90Q: 3 clusters Score -1368102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1368114.875000 Penalty: 4735.148438
	Iteration 91Q: 3 clusters Score -1368115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1368123.000000 Penalty: 4735.148438
	Iteration 92Q: 3 clusters Score -1368123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1368128.875000 Penalty: 4735.148438
	Iteration 93Q: 3 clusters Score -1368129 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1368141.750000 Penalty: 4735.148438
	Iteration 94Q: 3 clusters Score -1368142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1368150.750000 Penalty: 4735.148438
	Iteration 95Q: 3 clusters Score -1368151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1368154.750000 Penalty: 4735.148438
	Iteration 96Q: 3 clusters Score -1368155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1368155.375000 Penalty: 4735.148438
	Iteration 97Q: 3 clusters Score -1368155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1368158.000000 Penalty: 4735.148438
	Iteration 98Q: 3 clusters Score -1368158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1368163.375000 Penalty: 4735.148438
	Iteration 99Q: 3 clusters Score -1368163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1368162.625000 Penalty: 4735.148438
	Iteration 100F: 3 clusters Score -1368163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1368162.750000 Penalty: 4735.148438
	Iteration 101Q: 3 clusters Score -1368163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1368167.125000 Penalty: 4735.148438
	Iteration 102Q: 3 clusters Score -1368167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1368170.750000 Penalty: 4735.148438
	Iteration 103Q: 3 clusters Score -1368171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1368172.125000 Penalty: 4735.148438
	Iteration 104Q: 3 clusters Score -1368172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1368172.750000 Penalty: 4735.148438
	Iteration 105Q: 3 clusters Score -1368173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1368172.750000 Penalty: 4735.148438
	Iteration 106Q: 3 clusters Score -1368173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1368173.500000 Penalty: 4735.148438
	Iteration 107Q: 3 clusters Score -1368174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1368177.625000 Penalty: 4735.148438
	Iteration 108Q: 3 clusters Score -1368178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1368179.250000 Penalty: 4735.148438
	Iteration 109Q: 3 clusters Score -1368179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1368181.375000 Penalty: 4735.148438
	Iteration 110Q: 3 clusters Score -1368181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1368180.000000 Penalty: 4735.148438
	Iteration 111Q: 3 clusters Score -1368180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1368182.875000 Penalty: 4735.148438
	Iteration 112Q: 3 clusters Score -1368183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1368184.000000 Penalty: 4735.148438
	Iteration 113Q: 3 clusters Score -1368184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1368183.625000 Penalty: 4735.148438
	Iteration 114Q: 3 clusters Score -1368184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1368184.875000 Penalty: 4735.148438
	Iteration 115Q: 3 clusters Score -1368185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1368189.625000 Penalty: 4735.148438
	Iteration 116Q: 3 clusters Score -1368190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1368190.250000 Penalty: 4735.148438
	Iteration 117Q: 3 clusters Score -1368190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1368190.375000 Penalty: 4735.148438
	Iteration 118Q: 3 clusters Score -1368190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1368189.125000 Penalty: 4735.148438
	Iteration 119Q: 3 clusters Score -1368189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1368189.125000 Penalty: 4735.148438
	Iteration 120F: 3 clusters Score -1368189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Entering Unmasked Estep 
Score: -4488339.000000 Penalty: 2653.192139
	Iteration 0F: 2 clusters Score -4488339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -4458230.500000 Penalty: 5306.384277
	Iteration 0F: 3 clusters Score -4458230 nChanged 20448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -4469576.500000 Penalty: 5306.384277
	Iteration 1F: 3 clusters Score -4469576 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -4470024.500000 Penalty: 5306.384277
	Iteration 2Q: 3 clusters Score -4470024 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4470513.500000 Penalty: 5306.384277
	Iteration 3Q: 3 clusters Score -4470514 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -4471070.000000 Penalty: 5306.384277
	Iteration 4Q: 3 clusters Score -4471070 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -4471730.500000 Penalty: 5306.384277
	Iteration 5Q: 3 clusters Score -4471730 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -4472825.000000 Penalty: 5306.384277
	Iteration 6F: 3 clusters Score -4472825 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -4474697.500000 Penalty: 5306.384277
	Iteration 7F: 3 clusters Score -4474698 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -4477367.500000 Penalty: 5306.384277
	Iteration 8F: 3 clusters Score -4477368 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -4480622.000000 Penalty: 5306.384277
	Iteration 9F: 3 clusters Score -4480622 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4483272.000000 Penalty: 5306.384277
	Iteration 10F: 3 clusters Score -4483272 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4484772.500000 Penalty: 5306.384277
	Iteration 11Q: 3 clusters Score -4484772 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4485434.000000 Penalty: 5306.384277
	Iteration 12Q: 3 clusters Score -4485434 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4485743.500000 Penalty: 5306.384277
	Iteration 13Q: 3 clusters Score -4485744 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4485887.000000 Penalty: 5306.384277
	Iteration 14Q: 3 clusters Score -4485887 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4485965.000000 Penalty: 5306.384277
	Iteration 15Q: 3 clusters Score -4485965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4485997.500000 Penalty: 5306.384277
	Iteration 16Q: 3 clusters Score -4485998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4486018.500000 Penalty: 5306.384277
	Iteration 17Q: 3 clusters Score -4486018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4486038.500000 Penalty: 5306.384277
	Iteration 18Q: 3 clusters Score -4486038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4486041.500000 Penalty: 5306.384277
	Iteration 19Q: 3 clusters Score -4486042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4486048.500000 Penalty: 5306.384277
	Iteration 20F: 3 clusters Score -4486048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4486056.500000 Penalty: 5306.384277
	Iteration 21Q: 3 clusters Score -4486056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4486062.000000 Penalty: 5306.384277
	Iteration 22Q: 3 clusters Score -4486062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4486071.500000 Penalty: 5306.384277
	Iteration 23Q: 3 clusters Score -4486072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4486074.500000 Penalty: 5306.384277
	Iteration 24Q: 3 clusters Score -4486074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4486074.500000 Penalty: 5306.384277
	Iteration 25Q: 3 clusters Score -4486074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4486074.500000 Penalty: 5306.384277
	Iteration 26F: 3 clusters Score -4486074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Entering Unmasked Estep 
Score: -1122148.500000 Penalty: 2312.800781
	Iteration 0F: 2 clusters Score -1122148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1113763.000000 Penalty: 4625.601562
	Iteration 0F: 3 clusters Score -1113763 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1116193.750000 Penalty: 4625.601562
	Iteration 1F: 3 clusters Score -1116194 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1116566.625000 Penalty: 4625.601562
	Iteration 2F: 3 clusters Score -1116567 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1116960.125000 Penalty: 4625.601562
	Iteration 3F: 3 clusters Score -1116960 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1117371.000000 Penalty: 4625.601562
	Iteration 4F: 3 clusters Score -1117371 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1117869.750000 Penalty: 4625.601562
	Iteration 5F: 3 clusters Score -1117870 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1118402.000000 Penalty: 4625.601562
	Iteration 6F: 3 clusters Score -1118402 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1118868.250000 Penalty: 4625.601562
	Iteration 7F: 3 clusters Score -1118868 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1119314.250000 Penalty: 4625.601562
	Iteration 8F: 3 clusters Score -1119314 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1119723.750000 Penalty: 4625.601562
	Iteration 9Q: 3 clusters Score -1119724 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1120009.250000 Penalty: 4625.601562
	Iteration 10Q: 3 clusters Score -1120009 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1120205.500000 Penalty: 4625.601562
	Iteration 11Q: 3 clusters Score -1120206 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1120347.250000 Penalty: 4625.601562
	Iteration 12Q: 3 clusters Score -1120347 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1120451.250000 Penalty: 4625.601562
	Iteration 13Q: 3 clusters Score -1120451 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1120523.500000 Penalty: 4625.601562
	Iteration 14Q: 3 clusters Score -1120524 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1120567.625000 Penalty: 4625.601562
	Iteration 15Q: 3 clusters Score -1120568 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1120601.750000 Penalty: 4625.601562
	Iteration 16Q: 3 clusters Score -1120602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1120624.250000 Penalty: 4625.601562
	Iteration 17Q: 3 clusters Score -1120624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1120635.875000 Penalty: 4625.601562
	Iteration 18Q: 3 clusters Score -1120636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1120647.125000 Penalty: 4625.601562
	Iteration 19Q: 3 clusters Score -1120647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1120650.625000 Penalty: 4625.601562
	Iteration 20F: 3 clusters Score -1120651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1120656.250000 Penalty: 4625.601562
	Iteration 21Q: 3 clusters Score -1120656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1120662.250000 Penalty: 4625.601562
	Iteration 22Q: 3 clusters Score -1120662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1120669.625000 Penalty: 4625.601562
	Iteration 23Q: 3 clusters Score -1120670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1120673.500000 Penalty: 4625.601562
	Iteration 24Q: 3 clusters Score -1120674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1120681.500000 Penalty: 4625.601562
	Iteration 25Q: 3 clusters Score -1120682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1120686.625000 Penalty: 4625.601562
	Iteration 26Q: 3 clusters Score -1120687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1120690.250000 Penalty: 4625.601562
	Iteration 27Q: 3 clusters Score -1120690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1120693.875000 Penalty: 4625.601562
	Iteration 28Q: 3 clusters Score -1120694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1120696.125000 Penalty: 4625.601562
	Iteration 29Q: 3 clusters Score -1120696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1120698.500000 Penalty: 4625.601562
	Iteration 30Q: 3 clusters Score -1120698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1120702.125000 Penalty: 4625.601562
	Iteration 31Q: 3 clusters Score -1120702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1120706.000000 Penalty: 4625.601562
	Iteration 32Q: 3 clusters Score -1120706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1120710.750000 Penalty: 4625.601562
	Iteration 33Q: 3 clusters Score -1120711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1120714.625000 Penalty: 4625.601562
	Iteration 34Q: 3 clusters Score -1120715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1120716.500000 Penalty: 4625.601562
	Iteration 35Q: 3 clusters Score -1120716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1120717.875000 Penalty: 4625.601562
	Iteration 36Q: 3 clusters Score -1120718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1120719.375000 Penalty: 4625.601562
	Iteration 37Q: 3 clusters Score -1120719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1120720.000000 Penalty: 4625.601562
	Iteration 38Q: 3 clusters Score -1120720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1120720.625000 Penalty: 4625.601562
	Iteration 39Q: 3 clusters Score -1120721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1120720.000000 Penalty: 4625.601562
	Iteration 40F: 3 clusters Score -1120720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1120720.875000 Penalty: 4625.601562
	Iteration 41Q: 3 clusters Score -1120721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1120722.875000 Penalty: 4625.601562
	Iteration 42Q: 3 clusters Score -1120723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1120721.750000 Penalty: 4625.601562
	Iteration 43Q: 3 clusters Score -1120722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1120721.750000 Penalty: 4625.601562
	Iteration 44F: 3 clusters Score -1120722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Entering Unmasked Estep 
Score: -2549503.500000 Penalty: 2509.712402
	Iteration 0F: 2 clusters Score -2549504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2532275.000000 Penalty: 5019.424805
	Iteration 0F: 3 clusters Score -2532275 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2538266.250000 Penalty: 5019.424805
	Iteration 1F: 3 clusters Score -2538266 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2538610.250000 Penalty: 5019.424805
	Iteration 2Q: 3 clusters Score -2538610 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2538887.750000 Penalty: 5019.424805
	Iteration 3Q: 3 clusters Score -2538888 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2539123.000000 Penalty: 5019.424805
	Iteration 4Q: 3 clusters Score -2539123 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2539343.000000 Penalty: 5019.424805
	Iteration 5Q: 3 clusters Score -2539343 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2539591.000000 Penalty: 5019.424805
	Iteration 6Q: 3 clusters Score -2539591 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2539879.750000 Penalty: 5019.424805
	Iteration 7Q: 3 clusters Score -2539880 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2540176.250000 Penalty: 5019.424805
	Iteration 8Q: 3 clusters Score -2540176 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2540594.500000 Penalty: 5019.424805
	Iteration 9Q: 3 clusters Score -2540594 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2541165.250000 Penalty: 5019.424805
	Iteration 10Q: 3 clusters Score -2541165 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2541980.250000 Penalty: 5019.424805
	Iteration 11F: 3 clusters Score -2541980 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2543083.000000 Penalty: 5019.424805
	Iteration 12F: 3 clusters Score -2543083 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2544344.750000 Penalty: 5019.424805
	Iteration 13F: 3 clusters Score -2544345 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2545424.500000 Penalty: 5019.424805
	Iteration 14Q: 3 clusters Score -2545424 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2546187.500000 Penalty: 5019.424805
	Iteration 15Q: 3 clusters Score -2546188 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2546677.000000 Penalty: 5019.424805
	Iteration 16Q: 3 clusters Score -2546677 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2546894.500000 Penalty: 5019.424805
	Iteration 17Q: 3 clusters Score -2546894 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -2547046.750000 Penalty: 5019.424805
	Iteration 18Q: 3 clusters Score -2547047 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -2547134.500000 Penalty: 5019.424805
	Iteration 19Q: 3 clusters Score -2547134 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2547206.750000 Penalty: 5019.424805
	Iteration 20F: 3 clusters Score -2547207 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2547252.750000 Penalty: 5019.424805
	Iteration 21Q: 3 clusters Score -2547253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -2547279.500000 Penalty: 5019.424805
	Iteration 22Q: 3 clusters Score -2547280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -2547301.750000 Penalty: 5019.424805
	Iteration 23Q: 3 clusters Score -2547302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2547324.250000 Penalty: 5019.424805
	Iteration 24Q: 3 clusters Score -2547324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -2547349.250000 Penalty: 5019.424805
	Iteration 25Q: 3 clusters Score -2547349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -2547358.250000 Penalty: 5019.424805
	Iteration 26Q: 3 clusters Score -2547358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -2547374.500000 Penalty: 5019.424805
	Iteration 27Q: 3 clusters Score -2547374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2547388.750000 Penalty: 5019.424805
	Iteration 28Q: 3 clusters Score -2547389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2547395.750000 Penalty: 5019.424805
	Iteration 29Q: 3 clusters Score -2547396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2547397.750000 Penalty: 5019.424805
	Iteration 30Q: 3 clusters Score -2547398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2547398.750000 Penalty: 5019.424805
	Iteration 31Q: 3 clusters Score -2547399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2547401.750000 Penalty: 5019.424805
	Iteration 32Q: 3 clusters Score -2547402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -2547405.750000 Penalty: 5019.424805
	Iteration 33Q: 3 clusters Score -2547406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -2547408.750000 Penalty: 5019.424805
	Iteration 34Q: 3 clusters Score -2547409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2547418.000000 Penalty: 5019.424805
	Iteration 35Q: 3 clusters Score -2547418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2547418.000000 Penalty: 5019.424805
	Iteration 36Q: 3 clusters Score -2547418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -2547421.000000 Penalty: 5019.424805
	Iteration 37Q: 3 clusters Score -2547421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -2547418.000000 Penalty: 5019.424805
	Iteration 38Q: 3 clusters Score -2547418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -2547419.500000 Penalty: 5019.424805
	Iteration 39Q: 3 clusters Score -2547420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -2547419.250000 Penalty: 5019.424805
	Iteration 40F: 3 clusters Score -2547419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2547420.000000 Penalty: 5019.424805
	Iteration 41Q: 3 clusters Score -2547420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -2547422.500000 Penalty: 5019.424805
	Iteration 42Q: 3 clusters Score -2547422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -2547423.250000 Penalty: 5019.424805
	Iteration 43Q: 3 clusters Score -2547423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -2547425.750000 Penalty: 5019.424805
	Iteration 44Q: 3 clusters Score -2547426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -2547426.750000 Penalty: 5019.424805
	Iteration 45Q: 3 clusters Score -2547427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -2547430.750000 Penalty: 5019.424805
	Iteration 46Q: 3 clusters Score -2547431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2547430.250000 Penalty: 5019.424805
	Iteration 47Q: 3 clusters Score -2547430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -2547431.000000 Penalty: 5019.424805
	Iteration 48Q: 3 clusters Score -2547431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -2547434.250000 Penalty: 5019.424805
	Iteration 49Q: 3 clusters Score -2547434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2547432.500000 Penalty: 5019.424805
	Iteration 50Q: 3 clusters Score -2547432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -2547432.750000 Penalty: 5019.424805
	Iteration 51Q: 3 clusters Score -2547433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -2547439.250000 Penalty: 5019.424805
	Iteration 52Q: 3 clusters Score -2547439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2547444.000000 Penalty: 5019.424805
	Iteration 53Q: 3 clusters Score -2547444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2547445.250000 Penalty: 5019.424805
	Iteration 54Q: 3 clusters Score -2547445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -2547449.500000 Penalty: 5019.424805
	Iteration 55Q: 3 clusters Score -2547450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -2547447.250000 Penalty: 5019.424805
	Iteration 56Q: 3 clusters Score -2547447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2547451.500000 Penalty: 5019.424805
	Iteration 57Q: 3 clusters Score -2547452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2547451.250000 Penalty: 5019.424805
	Iteration 58Q: 3 clusters Score -2547451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -2547450.250000 Penalty: 5019.424805
	Iteration 59Q: 3 clusters Score -2547450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2547451.000000 Penalty: 5019.424805
	Iteration 60F: 3 clusters Score -2547451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Entering Unmasked Estep 
Score: -1530394.750000 Penalty: 2394.621338
	Iteration 0F: 2 clusters Score -1530395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1519269.625000 Penalty: 4789.242676
	Iteration 0F: 3 clusters Score -1519270 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1523123.000000 Penalty: 4789.242676
	Iteration 1F: 3 clusters Score -1523123 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1523683.625000 Penalty: 4789.242676
	Iteration 2F: 3 clusters Score -1523684 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1524212.750000 Penalty: 4789.242676
	Iteration 3F: 3 clusters Score -1524213 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1524867.250000 Penalty: 4789.242676
	Iteration 4F: 3 clusters Score -1524867 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1525567.625000 Penalty: 4789.242676
	Iteration 5F: 3 clusters Score -1525568 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1526279.250000 Penalty: 4789.242676
	Iteration 6F: 3 clusters Score -1526279 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1526930.500000 Penalty: 4789.242676
	Iteration 7F: 3 clusters Score -1526930 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1527472.750000 Penalty: 4789.242676
	Iteration 8Q: 3 clusters Score -1527473 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1527906.875000 Penalty: 4789.242676
	Iteration 9Q: 3 clusters Score -1527907 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1528187.125000 Penalty: 4789.242676
	Iteration 10Q: 3 clusters Score -1528187 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1528370.125000 Penalty: 4789.242676
	Iteration 11Q: 3 clusters Score -1528370 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1528496.000000 Penalty: 4789.242676
	Iteration 12Q: 3 clusters Score -1528496 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1528559.750000 Penalty: 4789.242676
	Iteration 13Q: 3 clusters Score -1528560 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1528616.750000 Penalty: 4789.242676
	Iteration 14Q: 3 clusters Score -1528617 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1528667.125000 Penalty: 4789.242676
	Iteration 15Q: 3 clusters Score -1528667 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1528708.875000 Penalty: 4789.242676
	Iteration 16Q: 3 clusters Score -1528709 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1528747.000000 Penalty: 4789.242676
	Iteration 17Q: 3 clusters Score -1528747 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1528776.625000 Penalty: 4789.242676
	Iteration 18Q: 3 clusters Score -1528777 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1528792.875000 Penalty: 4789.242676
	Iteration 19Q: 3 clusters Score -1528793 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1528813.125000 Penalty: 4789.242676
	Iteration 20F: 3 clusters Score -1528813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1528828.000000 Penalty: 4789.242676
	Iteration 21Q: 3 clusters Score -1528828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1528840.250000 Penalty: 4789.242676
	Iteration 22Q: 3 clusters Score -1528840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1528847.000000 Penalty: 4789.242676
	Iteration 23Q: 3 clusters Score -1528847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1528852.500000 Penalty: 4789.242676
	Iteration 24Q: 3 clusters Score -1528852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1528860.250000 Penalty: 4789.242676
	Iteration 25Q: 3 clusters Score -1528860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1528862.750000 Penalty: 4789.242676
	Iteration 26Q: 3 clusters Score -1528863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1528863.000000 Penalty: 4789.242676
	Iteration 27Q: 3 clusters Score -1528863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1528867.000000 Penalty: 4789.242676
	Iteration 28Q: 3 clusters Score -1528867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1528864.875000 Penalty: 4789.242676
	Iteration 29Q: 3 clusters Score -1528865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1528868.000000 Penalty: 4789.242676
	Iteration 30Q: 3 clusters Score -1528868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1528872.750000 Penalty: 4789.242676
	Iteration 31Q: 3 clusters Score -1528873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1528871.250000 Penalty: 4789.242676
	Iteration 32Q: 3 clusters Score -1528871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1528872.375000 Penalty: 4789.242676
	Iteration 33Q: 3 clusters Score -1528872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1528870.250000 Penalty: 4789.242676
	Iteration 34Q: 3 clusters Score -1528870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1528872.500000 Penalty: 4789.242676
	Iteration 35Q: 3 clusters Score -1528872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1528875.000000 Penalty: 4789.242676
	Iteration 36Q: 3 clusters Score -1528875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1528874.125000 Penalty: 4789.242676
	Iteration 37Q: 3 clusters Score -1528874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1528873.750000 Penalty: 4789.242676
	Iteration 38Q: 3 clusters Score -1528874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1528874.000000 Penalty: 4789.242676
	Iteration 39Q: 3 clusters Score -1528874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1528874.250000 Penalty: 4789.242676
	Iteration 40F: 3 clusters Score -1528874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1528874.625000 Penalty: 4789.242676
	Iteration 41Q: 3 clusters Score -1528875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1528878.125000 Penalty: 4789.242676
	Iteration 42Q: 3 clusters Score -1528878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1528876.375000 Penalty: 4789.242676
	Iteration 43Q: 3 clusters Score -1528876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1528880.250000 Penalty: 4789.242676
	Iteration 44Q: 3 clusters Score -1528880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1528885.500000 Penalty: 4789.242676
	Iteration 45Q: 3 clusters Score -1528886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1528886.875000 Penalty: 4789.242676
	Iteration 46Q: 3 clusters Score -1528887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1528887.875000 Penalty: 4789.242676
	Iteration 47Q: 3 clusters Score -1528888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1528889.000000 Penalty: 4789.242676
	Iteration 48Q: 3 clusters Score -1528889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1528886.750000 Penalty: 4789.242676
	Iteration 49Q: 3 clusters Score -1528887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1528888.625000 Penalty: 4789.242676
	Iteration 50Q: 3 clusters Score -1528889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1528888.625000 Penalty: 4789.242676
	Iteration 51F: 3 clusters Score -1528889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (199989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199989 members 
Entering Unmasked Estep 
Score: -20160880.000000 Penalty: 3027.092285
	Iteration 0F: 2 clusters Score -2.016088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100263 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -20027166.000000 Penalty: 6054.184570
	Iteration 0F: 3 clusters Score -2.002717e+07 nChanged 96071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105794 members 
Mstep: Class 2 contains 94195 members 
Entering Unmasked Estep 
Score: -20084232.000000 Penalty: 6054.184570
	Iteration 1F: 3 clusters Score -2.008423e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108933 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -20085434.000000 Penalty: 6054.184570
	Iteration 2Q: 3 clusters Score -2.008543e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113728 members 
Mstep: Class 2 contains 86261 members 
Entering Unmasked Estep 
Score: -20087612.000000 Penalty: 6054.184570
	Iteration 3Q: 3 clusters Score -2.008761e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120824 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -20090826.000000 Penalty: 6054.184570
	Iteration 4Q: 3 clusters Score -2.009083e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131083 members 
Mstep: Class 2 contains 68906 members 
Entering Unmasked Estep 
Score: -20096820.000000 Penalty: 6054.184570
	Iteration 5F: 3 clusters Score -2.009682e+07 nChanged 14247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145192 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -20106728.000000 Penalty: 6054.184570
	Iteration 6F: 3 clusters Score -2.010673e+07 nChanged 16911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162077 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -20121574.000000 Penalty: 6054.184570
	Iteration 7F: 3 clusters Score -2.012157e+07 nChanged 16311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178386 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -20137580.000000 Penalty: 6054.184570
	Iteration 8F: 3 clusters Score -2.013758e+07 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189998 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -20148798.000000 Penalty: 6054.184570
	Iteration 9F: 3 clusters Score -2.01488e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196175 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -20154558.000000 Penalty: 6054.184570
	Iteration 10Q: 3 clusters Score -2.015456e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198597 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -20156864.000000 Penalty: 6054.184570
	Iteration 11Q: 3 clusters Score -2.015686e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199359 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -20157674.000000 Penalty: 6054.184570
	Iteration 12Q: 3 clusters Score -2.015767e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199583 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -20157928.000000 Penalty: 6054.184570
	Iteration 13Q: 3 clusters Score -2.015793e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199643 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -20158058.000000 Penalty: 6054.184570
	Iteration 14Q: 3 clusters Score -2.015806e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199671 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20158104.000000 Penalty: 6054.184570
	Iteration 15Q: 3 clusters Score -2.01581e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199680 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -20158120.000000 Penalty: 6054.184570
	Iteration 16Q: 3 clusters Score -2.015812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199685 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20158146.000000 Penalty: 6054.184570
	Iteration 17Q: 3 clusters Score -2.015815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199689 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20158148.000000 Penalty: 6054.184570
	Iteration 18Q: 3 clusters Score -2.015815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199693 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20158158.000000 Penalty: 6054.184570
	Iteration 19Q: 3 clusters Score -2.015816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199694 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20158158.000000 Penalty: 6054.184570
	Iteration 20F: 3 clusters Score -2.015816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199697 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20158158.000000 Penalty: 6054.184570
	Iteration 21Q: 3 clusters Score -2.015816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199698 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -20158152.000000 Penalty: 6054.184570
	Iteration 22Q: 3 clusters Score -2.015815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199698 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -20158164.000000 Penalty: 6054.184570
	Iteration 23Q: 3 clusters Score -2.015816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199699 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -20158164.000000 Penalty: 6054.184570
	Iteration 24Q: 3 clusters Score -2.015816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199700 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -20158166.000000 Penalty: 6054.184570
	Iteration 25Q: 3 clusters Score -2.015817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199701 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20158168.000000 Penalty: 6054.184570
	Iteration 26Q: 3 clusters Score -2.015817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199701 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20158168.000000 Penalty: 6054.184570
	Iteration 27F: 3 clusters Score -2.015817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Entering Unmasked Estep 
Score: -3598126.750000 Penalty: 2623.328125
	Iteration 0F: 2 clusters Score -3598127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3571568.750000 Penalty: 5246.656250
	Iteration 0F: 3 clusters Score -3571569 nChanged 17912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3581341.500000 Penalty: 5246.656250
	Iteration 1F: 3 clusters Score -3581342 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3582222.500000 Penalty: 5246.656250
	Iteration 2F: 3 clusters Score -3582222 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3583490.500000 Penalty: 5246.656250
	Iteration 3F: 3 clusters Score -3583490 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3585148.500000 Penalty: 5246.656250
	Iteration 4F: 3 clusters Score -3585148 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3587171.250000 Penalty: 5246.656250
	Iteration 5F: 3 clusters Score -3587171 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3589266.000000 Penalty: 5246.656250
	Iteration 6F: 3 clusters Score -3589266 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3591277.000000 Penalty: 5246.656250
	Iteration 7F: 3 clusters Score -3591277 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3592928.250000 Penalty: 5246.656250
	Iteration 8F: 3 clusters Score -3592928 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3594102.500000 Penalty: 5246.656250
	Iteration 9Q: 3 clusters Score -3594102 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3594892.250000 Penalty: 5246.656250
	Iteration 10Q: 3 clusters Score -3594892 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3595323.500000 Penalty: 5246.656250
	Iteration 11Q: 3 clusters Score -3595324 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3595562.250000 Penalty: 5246.656250
	Iteration 12Q: 3 clusters Score -3595562 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3595695.750000 Penalty: 5246.656250
	Iteration 13Q: 3 clusters Score -3595696 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3595786.500000 Penalty: 5246.656250
	Iteration 14Q: 3 clusters Score -3595786 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3595844.250000 Penalty: 5246.656250
	Iteration 15Q: 3 clusters Score -3595844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3595898.750000 Penalty: 5246.656250
	Iteration 16Q: 3 clusters Score -3595899 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3595945.250000 Penalty: 5246.656250
	Iteration 17Q: 3 clusters Score -3595945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3595983.250000 Penalty: 5246.656250
	Iteration 18Q: 3 clusters Score -3595983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3596011.250000 Penalty: 5246.656250
	Iteration 19Q: 3 clusters Score -3596011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3596045.250000 Penalty: 5246.656250
	Iteration 20F: 3 clusters Score -3596045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3596075.250000 Penalty: 5246.656250
	Iteration 21Q: 3 clusters Score -3596075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3596083.500000 Penalty: 5246.656250
	Iteration 22Q: 3 clusters Score -3596084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3596106.000000 Penalty: 5246.656250
	Iteration 23Q: 3 clusters Score -3596106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3596125.750000 Penalty: 5246.656250
	Iteration 24Q: 3 clusters Score -3596126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3596153.250000 Penalty: 5246.656250
	Iteration 25Q: 3 clusters Score -3596153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3596181.500000 Penalty: 5246.656250
	Iteration 26Q: 3 clusters Score -3596182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3596195.250000 Penalty: 5246.656250
	Iteration 27Q: 3 clusters Score -3596195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3596213.250000 Penalty: 5246.656250
	Iteration 28Q: 3 clusters Score -3596213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3596221.250000 Penalty: 5246.656250
	Iteration 29Q: 3 clusters Score -3596221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3596231.000000 Penalty: 5246.656250
	Iteration 30Q: 3 clusters Score -3596231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3596234.000000 Penalty: 5246.656250
	Iteration 31Q: 3 clusters Score -3596234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3596234.000000 Penalty: 5246.656250
	Iteration 32Q: 3 clusters Score -3596234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3596232.750000 Penalty: 5246.656250
	Iteration 33Q: 3 clusters Score -3596233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3596240.250000 Penalty: 5246.656250
	Iteration 34Q: 3 clusters Score -3596240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3596238.250000 Penalty: 5246.656250
	Iteration 35Q: 3 clusters Score -3596238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3596242.000000 Penalty: 5246.656250
	Iteration 36Q: 3 clusters Score -3596242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3596242.000000 Penalty: 5246.656250
	Iteration 37F: 3 clusters Score -3596242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (227959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227959 members 
Entering Unmasked Estep 
Score: -22950096.000000 Penalty: 3059.556396
	Iteration 0F: 2 clusters Score -2.29501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114028 members 
Mstep: Class 2 contains 113931 members 
Entering Unmasked Estep 
Score: -22799800.000000 Penalty: 6119.112793
	Iteration 0F: 3 clusters Score -2.27998e+07 nChanged 109950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115494 members 
Mstep: Class 2 contains 112465 members 
Entering Unmasked Estep 
Score: -22864260.000000 Penalty: 6119.112793
	Iteration 1F: 3 clusters Score -2.286426e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116411 members 
Mstep: Class 2 contains 111548 members 
Entering Unmasked Estep 
Score: -22865154.000000 Penalty: 6119.112793
	Iteration 2Q: 3 clusters Score -2.286515e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117913 members 
Mstep: Class 2 contains 110046 members 
Entering Unmasked Estep 
Score: -22865948.000000 Penalty: 6119.112793
	Iteration 3Q: 3 clusters Score -2.286595e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120362 members 
Mstep: Class 2 contains 107597 members 
Entering Unmasked Estep 
Score: -22867012.000000 Penalty: 6119.112793
	Iteration 4Q: 3 clusters Score -2.286701e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124387 members 
Mstep: Class 2 contains 103572 members 
Entering Unmasked Estep 
Score: -22868376.000000 Penalty: 6119.112793
	Iteration 5Q: 3 clusters Score -2.286838e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130630 members 
Mstep: Class 2 contains 97329 members 
Entering Unmasked Estep 
Score: -22871010.000000 Penalty: 6119.112793
	Iteration 6Q: 3 clusters Score -2.287101e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139989 members 
Mstep: Class 2 contains 87970 members 
Entering Unmasked Estep 
Score: -22875388.000000 Penalty: 6119.112793
	Iteration 7Q: 3 clusters Score -2.287539e+07 nChanged 14140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153137 members 
Mstep: Class 2 contains 74822 members 
Entering Unmasked Estep 
Score: -22883470.000000 Penalty: 6119.112793
	Iteration 8F: 3 clusters Score -2.288347e+07 nChanged 17660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170119 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -22896608.000000 Penalty: 6119.112793
	Iteration 9F: 3 clusters Score -2.289661e+07 nChanged 19504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189235 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -22913022.000000 Penalty: 6119.112793
	Iteration 10F: 3 clusters Score -2.291302e+07 nChanged 17253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206406 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -22928376.000000 Penalty: 6119.112793
	Iteration 11F: 3 clusters Score -2.292838e+07 nChanged 11739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218137 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -22938854.000000 Penalty: 6119.112793
	Iteration 12F: 3 clusters Score -2.293885e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223963 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -22944092.000000 Penalty: 6119.112793
	Iteration 13Q: 3 clusters Score -2.294409e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226240 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -22946198.000000 Penalty: 6119.112793
	Iteration 14Q: 3 clusters Score -2.29462e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227043 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -22946936.000000 Penalty: 6119.112793
	Iteration 15Q: 3 clusters Score -2.294694e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227312 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -22947200.000000 Penalty: 6119.112793
	Iteration 16Q: 3 clusters Score -2.29472e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227411 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -22947406.000000 Penalty: 6119.112793
	Iteration 17Q: 3 clusters Score -2.294741e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227431 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -22947486.000000 Penalty: 6119.112793
	Iteration 18Q: 3 clusters Score -2.294749e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227451 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -22947524.000000 Penalty: 6119.112793
	Iteration 19Q: 3 clusters Score -2.294752e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227460 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -22947544.000000 Penalty: 6119.112793
	Iteration 20F: 3 clusters Score -2.294754e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227466 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -22947560.000000 Penalty: 6119.112793
	Iteration 21Q: 3 clusters Score -2.294756e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227473 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -22947580.000000 Penalty: 6119.112793
	Iteration 22Q: 3 clusters Score -2.294758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227475 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22947588.000000 Penalty: 6119.112793
	Iteration 23Q: 3 clusters Score -2.294759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227476 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22947584.000000 Penalty: 6119.112793
	Iteration 24Q: 3 clusters Score -2.294758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227479 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -22947596.000000 Penalty: 6119.112793
	Iteration 25Q: 3 clusters Score -2.29476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227482 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22947590.000000 Penalty: 6119.112793
	Iteration 26Q: 3 clusters Score -2.294759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227483 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22947594.000000 Penalty: 6119.112793
	Iteration 27Q: 3 clusters Score -2.294759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227484 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -22947596.000000 Penalty: 6119.112793
	Iteration 28Q: 3 clusters Score -2.29476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227484 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -22947602.000000 Penalty: 6119.112793
	Iteration 29Q: 3 clusters Score -2.29476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227485 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -22947608.000000 Penalty: 6119.112793
	Iteration 30Q: 3 clusters Score -2.294761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227486 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -22947596.000000 Penalty: 6119.112793
	Iteration 31Q: 3 clusters Score -2.29476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227486 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -22947596.000000 Penalty: 6119.112793
	Iteration 32F: 3 clusters Score -2.29476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Entering Unmasked Estep 
Score: -1620217.750000 Penalty: 2411.166504
	Iteration 0F: 2 clusters Score -1620218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1608244.000000 Penalty: 4822.333008
	Iteration 0F: 3 clusters Score -1608244 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1612251.875000 Penalty: 4822.333008
	Iteration 1F: 3 clusters Score -1612252 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1612887.875000 Penalty: 4822.333008
	Iteration 2F: 3 clusters Score -1612888 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1613624.125000 Penalty: 4822.333008
	Iteration 3F: 3 clusters Score -1613624 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1614544.500000 Penalty: 4822.333008
	Iteration 4F: 3 clusters Score -1614544 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1615524.625000 Penalty: 4822.333008
	Iteration 5F: 3 clusters Score -1615525 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1616311.500000 Penalty: 4822.333008
	Iteration 6F: 3 clusters Score -1616312 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1616844.375000 Penalty: 4822.333008
	Iteration 7Q: 3 clusters Score -1616844 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1617174.625000 Penalty: 4822.333008
	Iteration 8Q: 3 clusters Score -1617175 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1617375.750000 Penalty: 4822.333008
	Iteration 9Q: 3 clusters Score -1617376 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1617530.250000 Penalty: 4822.333008
	Iteration 10Q: 3 clusters Score -1617530 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1617634.125000 Penalty: 4822.333008
	Iteration 11Q: 3 clusters Score -1617634 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1617725.250000 Penalty: 4822.333008
	Iteration 12Q: 3 clusters Score -1617725 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1617808.125000 Penalty: 4822.333008
	Iteration 13Q: 3 clusters Score -1617808 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1617876.750000 Penalty: 4822.333008
	Iteration 14Q: 3 clusters Score -1617877 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1617932.500000 Penalty: 4822.333008
	Iteration 15Q: 3 clusters Score -1617932 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1617963.625000 Penalty: 4822.333008
	Iteration 16Q: 3 clusters Score -1617964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1617983.875000 Penalty: 4822.333008
	Iteration 17Q: 3 clusters Score -1617984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1618002.250000 Penalty: 4822.333008
	Iteration 18Q: 3 clusters Score -1618002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1618023.500000 Penalty: 4822.333008
	Iteration 19Q: 3 clusters Score -1618024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1618036.750000 Penalty: 4822.333008
	Iteration 20F: 3 clusters Score -1618037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1618053.500000 Penalty: 4822.333008
	Iteration 21Q: 3 clusters Score -1618054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1618065.750000 Penalty: 4822.333008
	Iteration 22Q: 3 clusters Score -1618066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1618072.625000 Penalty: 4822.333008
	Iteration 23Q: 3 clusters Score -1618073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1618081.500000 Penalty: 4822.333008
	Iteration 24Q: 3 clusters Score -1618082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1618094.875000 Penalty: 4822.333008
	Iteration 25Q: 3 clusters Score -1618095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1618103.125000 Penalty: 4822.333008
	Iteration 26Q: 3 clusters Score -1618103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -1618118.000000 Penalty: 4822.333008
	Iteration 27Q: 3 clusters Score -1618118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1618132.375000 Penalty: 4822.333008
	Iteration 28Q: 3 clusters Score -1618132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1618146.250000 Penalty: 4822.333008
	Iteration 29Q: 3 clusters Score -1618146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1618154.875000 Penalty: 4822.333008
	Iteration 30Q: 3 clusters Score -1618155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1618168.375000 Penalty: 4822.333008
	Iteration 31Q: 3 clusters Score -1618168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1618178.250000 Penalty: 4822.333008
	Iteration 32Q: 3 clusters Score -1618178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1618185.875000 Penalty: 4822.333008
	Iteration 33Q: 3 clusters Score -1618186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1618195.375000 Penalty: 4822.333008
	Iteration 34Q: 3 clusters Score -1618195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1618206.250000 Penalty: 4822.333008
	Iteration 35Q: 3 clusters Score -1618206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1618208.875000 Penalty: 4822.333008
	Iteration 36Q: 3 clusters Score -1618209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1618214.750000 Penalty: 4822.333008
	Iteration 37Q: 3 clusters Score -1618215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1618223.375000 Penalty: 4822.333008
	Iteration 38Q: 3 clusters Score -1618223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1618225.000000 Penalty: 4822.333008
	Iteration 39Q: 3 clusters Score -1618225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1618230.625000 Penalty: 4822.333008
	Iteration 40F: 3 clusters Score -1618231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1618240.375000 Penalty: 4822.333008
	Iteration 41Q: 3 clusters Score -1618240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1618242.250000 Penalty: 4822.333008
	Iteration 42Q: 3 clusters Score -1618242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1618243.375000 Penalty: 4822.333008
	Iteration 43Q: 3 clusters Score -1618243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1618242.125000 Penalty: 4822.333008
	Iteration 44Q: 3 clusters Score -1618242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1618243.375000 Penalty: 4822.333008
	Iteration 45Q: 3 clusters Score -1618243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1618243.375000 Penalty: 4822.333008
	Iteration 46Q: 3 clusters Score -1618243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1618243.750000 Penalty: 4822.333008
	Iteration 47Q: 3 clusters Score -1618244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1618244.500000 Penalty: 4822.333008
	Iteration 48Q: 3 clusters Score -1618244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1618245.500000 Penalty: 4822.333008
	Iteration 49Q: 3 clusters Score -1618246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1618245.500000 Penalty: 4822.333008
	Iteration 50F: 3 clusters Score -1618246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Entering Unmasked Estep 
Score: -3095199.500000 Penalty: 2570.547852
	Iteration 0F: 2 clusters Score -3095200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3073509.250000 Penalty: 5141.095703
	Iteration 0F: 3 clusters Score -3073509 nChanged 14267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3081435.000000 Penalty: 5141.095703
	Iteration 1F: 3 clusters Score -3081435 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3082127.750000 Penalty: 5141.095703
	Iteration 2F: 3 clusters Score -3082128 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3082752.750000 Penalty: 5141.095703
	Iteration 3Q: 3 clusters Score -3082753 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3083348.000000 Penalty: 5141.095703
	Iteration 4Q: 3 clusters Score -3083348 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3083944.000000 Penalty: 5141.095703
	Iteration 5Q: 3 clusters Score -3083944 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3084589.500000 Penalty: 5141.095703
	Iteration 6Q: 3 clusters Score -3084590 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3085305.750000 Penalty: 5141.095703
	Iteration 7Q: 3 clusters Score -3085306 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -3086105.250000 Penalty: 5141.095703
	Iteration 8Q: 3 clusters Score -3086105 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -3086986.000000 Penalty: 5141.095703
	Iteration 9Q: 3 clusters Score -3086986 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3087923.500000 Penalty: 5141.095703
	Iteration 10Q: 3 clusters Score -3087924 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -3088846.000000 Penalty: 5141.095703
	Iteration 11Q: 3 clusters Score -3088846 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -3089842.000000 Penalty: 5141.095703
	Iteration 12Q: 3 clusters Score -3089842 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -3090849.500000 Penalty: 5141.095703
	Iteration 13Q: 3 clusters Score -3090850 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3091799.000000 Penalty: 5141.095703
	Iteration 14Q: 3 clusters Score -3091799 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3092466.750000 Penalty: 5141.095703
	Iteration 15Q: 3 clusters Score -3092467 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -3092992.750000 Penalty: 5141.095703
	Iteration 16Q: 3 clusters Score -3092993 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3093408.500000 Penalty: 5141.095703
	Iteration 17Q: 3 clusters Score -3093408 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3093801.500000 Penalty: 5141.095703
	Iteration 18Q: 3 clusters Score -3093802 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3094109.500000 Penalty: 5141.095703
	Iteration 19Q: 3 clusters Score -3094110 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -3094367.750000 Penalty: 5141.095703
	Iteration 20F: 3 clusters Score -3094368 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3094621.250000 Penalty: 5141.095703
	Iteration 21Q: 3 clusters Score -3094621 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3094920.250000 Penalty: 5141.095703
	Iteration 22Q: 3 clusters Score -3094920 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3095297.750000 Penalty: 5141.095703
	Iteration 23Q: 3 clusters Score -3095298 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3095580.500000 Penalty: 5141.095703
	Iteration 24Q: 3 clusters Score -3095580 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3095721.750000 Penalty: 5141.095703
	Iteration 25Q: 3 clusters Score -3095722 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -3095778.750000 Penalty: 5141.095703
	Iteration 26Q: 3 clusters Score -3095779 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -3095794.500000 Penalty: 5141.095703
	Iteration 27Q: 3 clusters Score -3095794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3095791.500000 Penalty: 5141.095703
	Iteration 28Q: 3 clusters Score -3095792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3095812.500000 Penalty: 5141.095703
	Iteration 29Q: 3 clusters Score -3095812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3095810.750000 Penalty: 5141.095703
	Iteration 30Q: 3 clusters Score -3095811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3095804.500000 Penalty: 5141.095703
	Iteration 31Q: 3 clusters Score -3095804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3095805.500000 Penalty: 5141.095703
	Iteration 32Q: 3 clusters Score -3095806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3095808.750000 Penalty: 5141.095703
	Iteration 33Q: 3 clusters Score -3095809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3095810.250000 Penalty: 5141.095703
	Iteration 34Q: 3 clusters Score -3095810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3095811.250000 Penalty: 5141.095703
	Iteration 35Q: 3 clusters Score -3095811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -3095815.500000 Penalty: 5141.095703
	Iteration 36Q: 3 clusters Score -3095816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3095814.750000 Penalty: 5141.095703
	Iteration 37Q: 3 clusters Score -3095815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3095818.000000 Penalty: 5141.095703
	Iteration 38Q: 3 clusters Score -3095818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3095818.000000 Penalty: 5141.095703
	Iteration 39F: 3 clusters Score -3095818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184620 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287512 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85633 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44283 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199989 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 26500 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66576 members 
Mstep: Class 34 contains 5233 members 
Entering Unmasked Estep 
Score: -157157856.000000 Penalty: 120551.992188
Splitting cluster 26 changes total score from -157158848.000000 to -157157856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (22387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Entering Unmasked Estep 
Score: -2210849.000000 Penalty: 2484.026367
	Iteration 0F: 2 clusters Score -2210849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2195215.750000 Penalty: 4968.052734
	Iteration 0F: 3 clusters Score -2195216 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2200533.000000 Penalty: 4968.052734
	Iteration 1F: 3 clusters Score -2200533 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2200973.500000 Penalty: 4968.052734
	Iteration 2F: 3 clusters Score -2200974 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2201504.000000 Penalty: 4968.052734
	Iteration 3F: 3 clusters Score -2201504 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2202134.750000 Penalty: 4968.052734
	Iteration 4F: 3 clusters Score -2202135 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2202956.000000 Penalty: 4968.052734
	Iteration 5F: 3 clusters Score -2202956 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2203936.750000 Penalty: 4968.052734
	Iteration 6F: 3 clusters Score -2203937 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2204914.500000 Penalty: 4968.052734
	Iteration 7F: 3 clusters Score -2204914 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2205896.750000 Penalty: 4968.052734
	Iteration 8F: 3 clusters Score -2205897 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2206916.500000 Penalty: 4968.052734
	Iteration 9F: 3 clusters Score -2206916 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2207792.750000 Penalty: 4968.052734
	Iteration 10Q: 3 clusters Score -2207793 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2208463.250000 Penalty: 4968.052734
	Iteration 11Q: 3 clusters Score -2208463 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2208901.500000 Penalty: 4968.052734
	Iteration 12Q: 3 clusters Score -2208902 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2209153.500000 Penalty: 4968.052734
	Iteration 13Q: 3 clusters Score -2209154 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2209282.500000 Penalty: 4968.052734
	Iteration 14Q: 3 clusters Score -2209282 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2209383.250000 Penalty: 4968.052734
	Iteration 15Q: 3 clusters Score -2209383 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2209459.250000 Penalty: 4968.052734
	Iteration 16Q: 3 clusters Score -2209459 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2209498.500000 Penalty: 4968.052734
	Iteration 17Q: 3 clusters Score -2209498 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2209536.500000 Penalty: 4968.052734
	Iteration 18Q: 3 clusters Score -2209536 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2209558.000000 Penalty: 4968.052734
	Iteration 19Q: 3 clusters Score -2209558 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2209583.750000 Penalty: 4968.052734
	Iteration 20F: 3 clusters Score -2209584 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2209602.500000 Penalty: 4968.052734
	Iteration 21Q: 3 clusters Score -2209602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2209619.750000 Penalty: 4968.052734
	Iteration 22Q: 3 clusters Score -2209620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2209626.000000 Penalty: 4968.052734
	Iteration 23Q: 3 clusters Score -2209626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2209631.250000 Penalty: 4968.052734
	Iteration 24Q: 3 clusters Score -2209631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2209641.250000 Penalty: 4968.052734
	Iteration 25Q: 3 clusters Score -2209641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2209636.250000 Penalty: 4968.052734
	Iteration 26Q: 3 clusters Score -2209636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2209643.250000 Penalty: 4968.052734
	Iteration 27Q: 3 clusters Score -2209643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2209647.250000 Penalty: 4968.052734
	Iteration 28Q: 3 clusters Score -2209647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2209650.250000 Penalty: 4968.052734
	Iteration 29Q: 3 clusters Score -2209650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2209652.000000 Penalty: 4968.052734
	Iteration 30Q: 3 clusters Score -2209652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2209652.000000 Penalty: 4968.052734
	Iteration 31Q: 3 clusters Score -2209652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2209652.000000 Penalty: 4968.052734
	Iteration 32Q: 3 clusters Score -2209652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2209657.250000 Penalty: 4968.052734
	Iteration 33Q: 3 clusters Score -2209657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2209657.000000 Penalty: 4968.052734
	Iteration 34Q: 3 clusters Score -2209657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2209658.500000 Penalty: 4968.052734
	Iteration 35Q: 3 clusters Score -2209658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2209656.750000 Penalty: 4968.052734
	Iteration 36Q: 3 clusters Score -2209657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2209661.250000 Penalty: 4968.052734
	Iteration 37Q: 3 clusters Score -2209661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2209663.500000 Penalty: 4968.052734
	Iteration 38Q: 3 clusters Score -2209664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2209662.750000 Penalty: 4968.052734
	Iteration 39Q: 3 clusters Score -2209663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2209662.750000 Penalty: 4968.052734
	Iteration 40F: 3 clusters Score -2209663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2209664.250000 Penalty: 4968.052734
	Iteration 41Q: 3 clusters Score -2209664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2209666.500000 Penalty: 4968.052734
	Iteration 42Q: 3 clusters Score -2209666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2209666.500000 Penalty: 4968.052734
	Iteration 43F: 3 clusters Score -2209666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Entering Unmasked Estep 
Score: -788275.437500 Penalty: 2225.956299
	Iteration 0F: 2 clusters Score -788275.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -781966.687500 Penalty: 4451.912598
	Iteration 0F: 3 clusters Score -781966.7 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -783748.437500 Penalty: 4451.912598
	Iteration 1F: 3 clusters Score -783748.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -784069.125000 Penalty: 4451.912598
	Iteration 2F: 3 clusters Score -784069.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -784351.125000 Penalty: 4451.912598
	Iteration 3F: 3 clusters Score -784351.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -784622.000000 Penalty: 4451.912598
	Iteration 4F: 3 clusters Score -784622 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -784928.250000 Penalty: 4451.912598
	Iteration 5F: 3 clusters Score -784928.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -785264.187500 Penalty: 4451.912598
	Iteration 6F: 3 clusters Score -785264.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -785589.437500 Penalty: 4451.912598
	Iteration 7F: 3 clusters Score -785589.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -785832.687500 Penalty: 4451.912598
	Iteration 8Q: 3 clusters Score -785832.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -786026.750000 Penalty: 4451.912598
	Iteration 9Q: 3 clusters Score -786026.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -786174.687500 Penalty: 4451.912598
	Iteration 10Q: 3 clusters Score -786174.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -786266.187500 Penalty: 4451.912598
	Iteration 11Q: 3 clusters Score -786266.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -786323.062500 Penalty: 4451.912598
	Iteration 12Q: 3 clusters Score -786323.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -786360.312500 Penalty: 4451.912598
	Iteration 13Q: 3 clusters Score -786360.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -786389.687500 Penalty: 4451.912598
	Iteration 14Q: 3 clusters Score -786389.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -786412.750000 Penalty: 4451.912598
	Iteration 15Q: 3 clusters Score -786412.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -786428.062500 Penalty: 4451.912598
	Iteration 16Q: 3 clusters Score -786428.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -786439.187500 Penalty: 4451.912598
	Iteration 17Q: 3 clusters Score -786439.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -786452.375000 Penalty: 4451.912598
	Iteration 18Q: 3 clusters Score -786452.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -786461.062500 Penalty: 4451.912598
	Iteration 19Q: 3 clusters Score -786461.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -786471.687500 Penalty: 4451.912598
	Iteration 20F: 3 clusters Score -786471.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -786479.312500 Penalty: 4451.912598
	Iteration 21Q: 3 clusters Score -786479.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -786482.500000 Penalty: 4451.912598
	Iteration 22Q: 3 clusters Score -786482.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -786485.687500 Penalty: 4451.912598
	Iteration 23Q: 3 clusters Score -786485.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -786494.937500 Penalty: 4451.912598
	Iteration 24Q: 3 clusters Score -786494.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -786497.812500 Penalty: 4451.912598
	Iteration 25Q: 3 clusters Score -786497.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -786505.375000 Penalty: 4451.912598
	Iteration 26Q: 3 clusters Score -786505.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -786508.625000 Penalty: 4451.912598
	Iteration 27Q: 3 clusters Score -786508.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -786509.375000 Penalty: 4451.912598
	Iteration 28Q: 3 clusters Score -786509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -786511.562500 Penalty: 4451.912598
	Iteration 29Q: 3 clusters Score -786511.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -786514.750000 Penalty: 4451.912598
	Iteration 30Q: 3 clusters Score -786514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -786518.937500 Penalty: 4451.912598
	Iteration 31Q: 3 clusters Score -786518.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -786525.250000 Penalty: 4451.912598
	Iteration 32Q: 3 clusters Score -786525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -786528.375000 Penalty: 4451.912598
	Iteration 33Q: 3 clusters Score -786528.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -786528.375000 Penalty: 4451.912598
	Iteration 34Q: 3 clusters Score -786528.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -786531.062500 Penalty: 4451.912598
	Iteration 35Q: 3 clusters Score -786531.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -786531.812500 Penalty: 4451.912598
	Iteration 36Q: 3 clusters Score -786531.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -786534.625000 Penalty: 4451.912598
	Iteration 37Q: 3 clusters Score -786534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -786536.500000 Penalty: 4451.912598
	Iteration 38Q: 3 clusters Score -786536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -786537.062500 Penalty: 4451.912598
	Iteration 39Q: 3 clusters Score -786537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -786538.562500 Penalty: 4451.912598
	Iteration 40F: 3 clusters Score -786538.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -786540.125000 Penalty: 4451.912598
	Iteration 41Q: 3 clusters Score -786540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -786540.125000 Penalty: 4451.912598
	Iteration 42F: 3 clusters Score -786540.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Entering Unmasked Estep 
Score: -476230.406250 Penalty: 2140.856201
	Iteration 0F: 2 clusters Score -476230.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -471444.250000 Penalty: 4281.712402
	Iteration 0F: 3 clusters Score -471444.2 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -472984.843750 Penalty: 4281.712402
	Iteration 1F: 3 clusters Score -472984.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -473482.031250 Penalty: 4281.712402
	Iteration 2F: 3 clusters Score -473482 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -473883.937500 Penalty: 4281.712402
	Iteration 3F: 3 clusters Score -473883.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -474216.062500 Penalty: 4281.712402
	Iteration 4F: 3 clusters Score -474216.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -474519.062500 Penalty: 4281.712402
	Iteration 5F: 3 clusters Score -474519.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -474809.750000 Penalty: 4281.712402
	Iteration 6Q: 3 clusters Score -474809.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -474990.281250 Penalty: 4281.712402
	Iteration 7Q: 3 clusters Score -474990.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -475097.187500 Penalty: 4281.712402
	Iteration 8Q: 3 clusters Score -475097.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -475168.531250 Penalty: 4281.712402
	Iteration 9Q: 3 clusters Score -475168.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -475206.031250 Penalty: 4281.712402
	Iteration 10Q: 3 clusters Score -475206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -475229.718750 Penalty: 4281.712402
	Iteration 11Q: 3 clusters Score -475229.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -475248.937500 Penalty: 4281.712402
	Iteration 12Q: 3 clusters Score -475248.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -475259.781250 Penalty: 4281.712402
	Iteration 13Q: 3 clusters Score -475259.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -475268.000000 Penalty: 4281.712402
	Iteration 14Q: 3 clusters Score -475268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -475279.156250 Penalty: 4281.712402
	Iteration 15Q: 3 clusters Score -475279.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -475284.125000 Penalty: 4281.712402
	Iteration 16Q: 3 clusters Score -475284.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -475288.437500 Penalty: 4281.712402
	Iteration 17Q: 3 clusters Score -475288.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -475292.031250 Penalty: 4281.712402
	Iteration 18Q: 3 clusters Score -475292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -475294.125000 Penalty: 4281.712402
	Iteration 19Q: 3 clusters Score -475294.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -475297.093750 Penalty: 4281.712402
	Iteration 20F: 3 clusters Score -475297.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -475299.531250 Penalty: 4281.712402
	Iteration 21Q: 3 clusters Score -475299.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -475301.000000 Penalty: 4281.712402
	Iteration 22Q: 3 clusters Score -475301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -475302.937500 Penalty: 4281.712402
	Iteration 23Q: 3 clusters Score -475302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -475305.031250 Penalty: 4281.712402
	Iteration 24Q: 3 clusters Score -475305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -475307.187500 Penalty: 4281.712402
	Iteration 25Q: 3 clusters Score -475307.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -475308.812500 Penalty: 4281.712402
	Iteration 26Q: 3 clusters Score -475308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -475311.593750 Penalty: 4281.712402
	Iteration 27Q: 3 clusters Score -475311.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -475312.343750 Penalty: 4281.712402
	Iteration 28Q: 3 clusters Score -475312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -475311.281250 Penalty: 4281.712402
	Iteration 29Q: 3 clusters Score -475311.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -475314.312500 Penalty: 4281.712402
	Iteration 30Q: 3 clusters Score -475314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -475313.718750 Penalty: 4281.712402
	Iteration 31Q: 3 clusters Score -475313.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -475315.093750 Penalty: 4281.712402
	Iteration 32Q: 3 clusters Score -475315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -475315.062500 Penalty: 4281.712402
	Iteration 33Q: 3 clusters Score -475315.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -475316.343750 Penalty: 4281.712402
	Iteration 34Q: 3 clusters Score -475316.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -475316.343750 Penalty: 4281.712402
	Iteration 35F: 3 clusters Score -475316.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Entering Unmasked Estep 
Score: -708702.062500 Penalty: 2205.810059
	Iteration 0F: 2 clusters Score -708702.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -702788.562500 Penalty: 4411.620117
	Iteration 0F: 3 clusters Score -702788.6 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -704383.625000 Penalty: 4411.620117
	Iteration 1F: 3 clusters Score -704383.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -704780.937500 Penalty: 4411.620117
	Iteration 2F: 3 clusters Score -704780.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -705101.375000 Penalty: 4411.620117
	Iteration 3F: 3 clusters Score -705101.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -705371.312500 Penalty: 4411.620117
	Iteration 4F: 3 clusters Score -705371.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -705622.562500 Penalty: 4411.620117
	Iteration 5Q: 3 clusters Score -705622.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -705909.312500 Penalty: 4411.620117
	Iteration 6F: 3 clusters Score -705909.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -706189.312500 Penalty: 4411.620117
	Iteration 7Q: 3 clusters Score -706189.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -706483.937500 Penalty: 4411.620117
	Iteration 8Q: 3 clusters Score -706483.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -706766.750000 Penalty: 4411.620117
	Iteration 9Q: 3 clusters Score -706766.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -706945.687500 Penalty: 4411.620117
	Iteration 10Q: 3 clusters Score -706945.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -707049.625000 Penalty: 4411.620117
	Iteration 11Q: 3 clusters Score -707049.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -707119.625000 Penalty: 4411.620117
	Iteration 12Q: 3 clusters Score -707119.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -707174.875000 Penalty: 4411.620117
	Iteration 13Q: 3 clusters Score -707174.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -707208.062500 Penalty: 4411.620117
	Iteration 14Q: 3 clusters Score -707208.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -707235.562500 Penalty: 4411.620117
	Iteration 15Q: 3 clusters Score -707235.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -707255.000000 Penalty: 4411.620117
	Iteration 16Q: 3 clusters Score -707255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -707269.562500 Penalty: 4411.620117
	Iteration 17Q: 3 clusters Score -707269.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -707280.312500 Penalty: 4411.620117
	Iteration 18Q: 3 clusters Score -707280.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -707292.937500 Penalty: 4411.620117
	Iteration 19Q: 3 clusters Score -707292.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -707299.625000 Penalty: 4411.620117
	Iteration 20F: 3 clusters Score -707299.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -707313.062500 Penalty: 4411.620117
	Iteration 21Q: 3 clusters Score -707313.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -707323.000000 Penalty: 4411.620117
	Iteration 22Q: 3 clusters Score -707323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -707329.437500 Penalty: 4411.620117
	Iteration 23Q: 3 clusters Score -707329.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -707335.625000 Penalty: 4411.620117
	Iteration 24Q: 3 clusters Score -707335.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -707339.187500 Penalty: 4411.620117
	Iteration 25Q: 3 clusters Score -707339.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -707343.000000 Penalty: 4411.620117
	Iteration 26Q: 3 clusters Score -707343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -707350.187500 Penalty: 4411.620117
	Iteration 27Q: 3 clusters Score -707350.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -707351.500000 Penalty: 4411.620117
	Iteration 28Q: 3 clusters Score -707351.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -707354.625000 Penalty: 4411.620117
	Iteration 29Q: 3 clusters Score -707354.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -707359.375000 Penalty: 4411.620117
	Iteration 30Q: 3 clusters Score -707359.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -707362.500000 Penalty: 4411.620117
	Iteration 31Q: 3 clusters Score -707362.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -707366.625000 Penalty: 4411.620117
	Iteration 32Q: 3 clusters Score -707366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -707370.312500 Penalty: 4411.620117
	Iteration 33Q: 3 clusters Score -707370.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -707370.062500 Penalty: 4411.620117
	Iteration 34Q: 3 clusters Score -707370.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -707372.375000 Penalty: 4411.620117
	Iteration 35Q: 3 clusters Score -707372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -707373.062500 Penalty: 4411.620117
	Iteration 36Q: 3 clusters Score -707373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -707372.312500 Penalty: 4411.620117
	Iteration 37Q: 3 clusters Score -707372.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -707372.312500 Penalty: 4411.620117
	Iteration 38F: 3 clusters Score -707372.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -330431.281250 Penalty: 2027.326294
	Iteration 0F: 2 clusters Score -330431.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -326848.625000 Penalty: 4054.652588
	Iteration 0F: 3 clusters Score -326848.6 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -327669.156250 Penalty: 4054.652588
	Iteration 1F: 3 clusters Score -327669.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -327898.812500 Penalty: 4054.652588
	Iteration 2F: 3 clusters Score -327898.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -328060.781250 Penalty: 4054.652588
	Iteration 3F: 3 clusters Score -328060.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -328210.468750 Penalty: 4054.652588
	Iteration 4Q: 3 clusters Score -328210.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -328349.750000 Penalty: 4054.652588
	Iteration 5Q: 3 clusters Score -328349.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -328463.156250 Penalty: 4054.652588
	Iteration 6Q: 3 clusters Score -328463.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -328549.000000 Penalty: 4054.652588
	Iteration 7Q: 3 clusters Score -328549 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -328618.531250 Penalty: 4054.652588
	Iteration 8Q: 3 clusters Score -328618.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -328700.250000 Penalty: 4054.652588
	Iteration 9Q: 3 clusters Score -328700.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -328778.093750 Penalty: 4054.652588
	Iteration 10Q: 3 clusters Score -328778.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -328856.593750 Penalty: 4054.652588
	Iteration 11Q: 3 clusters Score -328856.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -328926.562500 Penalty: 4054.652588
	Iteration 12Q: 3 clusters Score -328926.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -329007.343750 Penalty: 4054.652588
	Iteration 13Q: 3 clusters Score -329007.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -329078.406250 Penalty: 4054.652588
	Iteration 14Q: 3 clusters Score -329078.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -329135.593750 Penalty: 4054.652588
	Iteration 15Q: 3 clusters Score -329135.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -329178.125000 Penalty: 4054.652588
	Iteration 16Q: 3 clusters Score -329178.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -329216.281250 Penalty: 4054.652588
	Iteration 17Q: 3 clusters Score -329216.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -329255.406250 Penalty: 4054.652588
	Iteration 18Q: 3 clusters Score -329255.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -329290.593750 Penalty: 4054.652588
	Iteration 19Q: 3 clusters Score -329290.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -329331.593750 Penalty: 4054.652588
	Iteration 20F: 3 clusters Score -329331.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -329381.531250 Penalty: 4054.652588
	Iteration 21Q: 3 clusters Score -329381.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -329431.250000 Penalty: 4054.652588
	Iteration 22Q: 3 clusters Score -329431.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -329489.343750 Penalty: 4054.652588
	Iteration 23Q: 3 clusters Score -329489.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -329625.593750 Penalty: 4054.652588
	Iteration 24Q: 3 clusters Score -329625.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -329690.937500 Penalty: 4054.652588
	Iteration 25Q: 3 clusters Score -329690.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -329720.437500 Penalty: 4054.652588
	Iteration 26Q: 3 clusters Score -329720.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -329736.593750 Penalty: 4054.652588
	Iteration 27Q: 3 clusters Score -329736.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -329747.656250 Penalty: 4054.652588
	Iteration 28Q: 3 clusters Score -329747.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -329753.562500 Penalty: 4054.652588
	Iteration 29Q: 3 clusters Score -329753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -329758.000000 Penalty: 4054.652588
	Iteration 30Q: 3 clusters Score -329758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -329761.250000 Penalty: 4054.652588
	Iteration 31Q: 3 clusters Score -329761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -329764.750000 Penalty: 4054.652588
	Iteration 32Q: 3 clusters Score -329764.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -329766.781250 Penalty: 4054.652588
	Iteration 33Q: 3 clusters Score -329766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -329766.781250 Penalty: 4054.652588
	Iteration 34F: 3 clusters Score -329766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Entering Unmasked Estep 
Score: -749726.562500 Penalty: 2208.886475
	Iteration 0F: 2 clusters Score -749726.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -743647.062500 Penalty: 4417.772949
	Iteration 0F: 3 clusters Score -743647.1 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -745246.562500 Penalty: 4417.772949
	Iteration 1F: 3 clusters Score -745246.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -745477.187500 Penalty: 4417.772949
	Iteration 2F: 3 clusters Score -745477.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -745617.687500 Penalty: 4417.772949
	Iteration 3Q: 3 clusters Score -745617.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -745723.250000 Penalty: 4417.772949
	Iteration 4Q: 3 clusters Score -745723.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -745802.562500 Penalty: 4417.772949
	Iteration 5Q: 3 clusters Score -745802.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -745870.937500 Penalty: 4417.772949
	Iteration 6Q: 3 clusters Score -745870.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -745941.562500 Penalty: 4417.772949
	Iteration 7Q: 3 clusters Score -745941.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -746009.437500 Penalty: 4417.772949
	Iteration 8Q: 3 clusters Score -746009.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -746081.562500 Penalty: 4417.772949
	Iteration 9Q: 3 clusters Score -746081.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -746158.062500 Penalty: 4417.772949
	Iteration 10Q: 3 clusters Score -746158.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -746245.875000 Penalty: 4417.772949
	Iteration 11Q: 3 clusters Score -746245.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -746327.875000 Penalty: 4417.772949
	Iteration 12Q: 3 clusters Score -746327.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -746430.375000 Penalty: 4417.772949
	Iteration 13Q: 3 clusters Score -746430.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -746550.937500 Penalty: 4417.772949
	Iteration 14Q: 3 clusters Score -746550.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -746690.375000 Penalty: 4417.772949
	Iteration 15Q: 3 clusters Score -746690.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -746852.875000 Penalty: 4417.772949
	Iteration 16Q: 3 clusters Score -746852.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -747033.187500 Penalty: 4417.772949
	Iteration 17Q: 3 clusters Score -747033.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -747200.625000 Penalty: 4417.772949
	Iteration 18Q: 3 clusters Score -747200.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -747366.625000 Penalty: 4417.772949
	Iteration 19Q: 3 clusters Score -747366.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -747498.062500 Penalty: 4417.772949
	Iteration 20F: 3 clusters Score -747498.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -747613.937500 Penalty: 4417.772949
	Iteration 21Q: 3 clusters Score -747613.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -747700.250000 Penalty: 4417.772949
	Iteration 22Q: 3 clusters Score -747700.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -747756.625000 Penalty: 4417.772949
	Iteration 23Q: 3 clusters Score -747756.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -747800.875000 Penalty: 4417.772949
	Iteration 24Q: 3 clusters Score -747800.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -747829.937500 Penalty: 4417.772949
	Iteration 25Q: 3 clusters Score -747829.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -747852.687500 Penalty: 4417.772949
	Iteration 26Q: 3 clusters Score -747852.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -747868.500000 Penalty: 4417.772949
	Iteration 27Q: 3 clusters Score -747868.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -747880.625000 Penalty: 4417.772949
	Iteration 28Q: 3 clusters Score -747880.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -747890.187500 Penalty: 4417.772949
	Iteration 29Q: 3 clusters Score -747890.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -747895.750000 Penalty: 4417.772949
	Iteration 30Q: 3 clusters Score -747895.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -747905.187500 Penalty: 4417.772949
	Iteration 31Q: 3 clusters Score -747905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -747907.500000 Penalty: 4417.772949
	Iteration 32Q: 3 clusters Score -747907.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -747912.437500 Penalty: 4417.772949
	Iteration 33Q: 3 clusters Score -747912.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -747916.250000 Penalty: 4417.772949
	Iteration 34Q: 3 clusters Score -747916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -747919.437500 Penalty: 4417.772949
	Iteration 35Q: 3 clusters Score -747919.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -747922.437500 Penalty: 4417.772949
	Iteration 36Q: 3 clusters Score -747922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -747924.125000 Penalty: 4417.772949
	Iteration 37Q: 3 clusters Score -747924.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -747927.500000 Penalty: 4417.772949
	Iteration 38Q: 3 clusters Score -747927.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -747930.062500 Penalty: 4417.772949
	Iteration 39Q: 3 clusters Score -747930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -747932.750000 Penalty: 4417.772949
	Iteration 40F: 3 clusters Score -747932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -747934.437500 Penalty: 4417.772949
	Iteration 41Q: 3 clusters Score -747934.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -747934.437500 Penalty: 4417.772949
	Iteration 42F: 3 clusters Score -747934.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (66576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66576 members 
Entering Unmasked Estep 
Score: -6767925.500000 Penalty: 2754.312500
	Iteration 0F: 2 clusters Score -6767926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -6723107.000000 Penalty: 5508.625000
	Iteration 0F: 3 clusters Score -6723107 nChanged 31303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -6740573.500000 Penalty: 5508.625000
	Iteration 1F: 3 clusters Score -6740574 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -6741257.500000 Penalty: 5508.625000
	Iteration 2Q: 3 clusters Score -6741258 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -6741958.500000 Penalty: 5508.625000
	Iteration 3Q: 3 clusters Score -6741958 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -6742775.000000 Penalty: 5508.625000
	Iteration 4Q: 3 clusters Score -6742775 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -6743666.000000 Penalty: 5508.625000
	Iteration 5Q: 3 clusters Score -6743666 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -6744730.000000 Penalty: 5508.625000
	Iteration 6Q: 3 clusters Score -6744730 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -6746040.500000 Penalty: 5508.625000
	Iteration 7Q: 3 clusters Score -6746040 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -6747745.000000 Penalty: 5508.625000
	Iteration 8Q: 3 clusters Score -6747745 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -6749975.000000 Penalty: 5508.625000
	Iteration 9F: 3 clusters Score -6749975 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -6752514.500000 Penalty: 5508.625000
	Iteration 10F: 3 clusters Score -6752514 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -6755122.500000 Penalty: 5508.625000
	Iteration 11F: 3 clusters Score -6755122 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -6757509.500000 Penalty: 5508.625000
	Iteration 12F: 3 clusters Score -6757510 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -6759526.000000 Penalty: 5508.625000
	Iteration 13Q: 3 clusters Score -6759526 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -6761242.500000 Penalty: 5508.625000
	Iteration 14Q: 3 clusters Score -6761242 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -6762512.500000 Penalty: 5508.625000
	Iteration 15Q: 3 clusters Score -6762512 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -6763548.500000 Penalty: 5508.625000
	Iteration 16Q: 3 clusters Score -6763548 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -6764244.000000 Penalty: 5508.625000
	Iteration 17Q: 3 clusters Score -6764244 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -6764758.000000 Penalty: 5508.625000
	Iteration 18Q: 3 clusters Score -6764758 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -6765064.500000 Penalty: 5508.625000
	Iteration 19Q: 3 clusters Score -6765064 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -6765281.500000 Penalty: 5508.625000
	Iteration 20F: 3 clusters Score -6765282 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -6765421.000000 Penalty: 5508.625000
	Iteration 21Q: 3 clusters Score -6765421 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -6765507.500000 Penalty: 5508.625000
	Iteration 22Q: 3 clusters Score -6765508 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -6765570.500000 Penalty: 5508.625000
	Iteration 23Q: 3 clusters Score -6765570 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -6765629.500000 Penalty: 5508.625000
	Iteration 24Q: 3 clusters Score -6765630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -6765650.500000 Penalty: 5508.625000
	Iteration 25Q: 3 clusters Score -6765650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -6765663.500000 Penalty: 5508.625000
	Iteration 26Q: 3 clusters Score -6765664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -6765686.500000 Penalty: 5508.625000
	Iteration 27Q: 3 clusters Score -6765686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -6765709.000000 Penalty: 5508.625000
	Iteration 28Q: 3 clusters Score -6765709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -6765718.000000 Penalty: 5508.625000
	Iteration 29Q: 3 clusters Score -6765718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -6765724.500000 Penalty: 5508.625000
	Iteration 30Q: 3 clusters Score -6765724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 65810 members 
Entering Unmasked Estep 
Score: -6765738.500000 Penalty: 5508.625000
	Iteration 31Q: 3 clusters Score -6765738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -6765736.500000 Penalty: 5508.625000
	Iteration 32Q: 3 clusters Score -6765736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -6765736.500000 Penalty: 5508.625000
	Iteration 33Q: 3 clusters Score -6765736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -6765737.000000 Penalty: 5508.625000
	Iteration 34Q: 3 clusters Score -6765737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -6765734.000000 Penalty: 5508.625000
	Iteration 35Q: 3 clusters Score -6765734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -6765734.500000 Penalty: 5508.625000
	Iteration 36Q: 3 clusters Score -6765734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -6765736.500000 Penalty: 5508.625000
	Iteration 37Q: 3 clusters Score -6765736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -6765743.000000 Penalty: 5508.625000
	Iteration 38Q: 3 clusters Score -6765743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -6765745.500000 Penalty: 5508.625000
	Iteration 39Q: 3 clusters Score -6765746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -6765754.500000 Penalty: 5508.625000
	Iteration 40F: 3 clusters Score -6765754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -6765755.000000 Penalty: 5508.625000
	Iteration 41Q: 3 clusters Score -6765755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -6765753.500000 Penalty: 5508.625000
	Iteration 42Q: 3 clusters Score -6765754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -6765755.000000 Penalty: 5508.625000
	Iteration 43Q: 3 clusters Score -6765755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -6765760.500000 Penalty: 5508.625000
	Iteration 44Q: 3 clusters Score -6765760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -6765762.000000 Penalty: 5508.625000
	Iteration 45Q: 3 clusters Score -6765762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -6765760.000000 Penalty: 5508.625000
	Iteration 46Q: 3 clusters Score -6765760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -6765760.000000 Penalty: 5508.625000
	Iteration 47F: 3 clusters Score -6765760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184620 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287512 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85633 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44283 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199989 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158848.000000 Penalty: 117006.343750
Iteration 399Q: 34 clusters Score -1.571588e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184618 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287512 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85633 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44285 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199990 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227958 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158832.000000 Penalty: 117006.343750
Iteration 400F: 34 clusters Score -1.571588e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184618 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287511 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85633 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44284 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199992 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227958 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158848.000000 Penalty: 117006.343750
Iteration 401Q: 34 clusters Score -1.571588e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184618 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287512 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67193 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85633 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44283 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199994 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227957 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158896.000000 Penalty: 117006.343750
Iteration 402Q: 34 clusters Score -1.571589e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184618 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287512 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85632 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44284 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 199997 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227956 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158864.000000 Penalty: 117006.343750
Iteration 403Q: 34 clusters Score -1.571589e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184618 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287512 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85629 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44285 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15612 members 
Mstep: Class 22 contains 200000 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227954 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158864.000000 Penalty: 117006.343750
Iteration 404Q: 34 clusters Score -1.571589e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184617 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287511 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85627 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44287 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15613 members 
Mstep: Class 22 contains 200003 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227953 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158912.000000 Penalty: 117006.343750
Iteration 405Q: 34 clusters Score -1.571589e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184615 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287509 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67191 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85627 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44288 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24830 members 
Mstep: Class 21 contains 15614 members 
Mstep: Class 22 contains 200007 members 
Mstep: Class 23 contains 39258 members 
Mstep: Class 24 contains 227953 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158912.000000 Penalty: 117006.343750
Iteration 406Q: 34 clusters Score -1.571589e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184615 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287507 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67190 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85627 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44288 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24829 members 
Mstep: Class 21 contains 15615 members 
Mstep: Class 22 contains 200013 members 
Mstep: Class 23 contains 39258 members 
Mstep: Class 24 contains 227953 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158880.000000 Penalty: 117006.343750
Iteration 407Q: 34 clusters Score -1.571589e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184615 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287503 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67189 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85626 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44290 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24828 members 
Mstep: Class 21 contains 15615 members 
Mstep: Class 22 contains 200018 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 227952 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158848.000000 Penalty: 117006.343750
Iteration 408Q: 34 clusters Score -1.571588e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184615 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287499 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16530 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67189 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85625 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44290 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24828 members 
Mstep: Class 21 contains 15615 members 
Mstep: Class 22 contains 200018 members 
Mstep: Class 23 contains 39261 members 
Mstep: Class 24 contains 227953 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158816.000000 Penalty: 117006.343750
Iteration 409Q: 34 clusters Score -1.571588e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184615 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287494 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16532 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67188 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85625 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16277 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44290 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24828 members 
Mstep: Class 21 contains 15616 members 
Mstep: Class 22 contains 200018 members 
Mstep: Class 23 contains 39262 members 
Mstep: Class 24 contains 227954 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158848.000000 Penalty: 117006.343750
Iteration 410Q: 34 clusters Score -1.571588e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184615 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287490 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16536 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67186 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85625 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16277 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44289 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24828 members 
Mstep: Class 21 contains 15617 members 
Mstep: Class 22 contains 200019 members 
Mstep: Class 23 contains 39262 members 
Mstep: Class 24 contains 227954 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158880.000000 Penalty: 117006.343750
Iteration 411Q: 34 clusters Score -1.571589e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184615 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287484 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16538 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67184 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16845 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85625 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44289 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24828 members 
Mstep: Class 21 contains 15616 members 
Mstep: Class 22 contains 200024 members 
Mstep: Class 23 contains 39262 members 
Mstep: Class 24 contains 227954 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158880.000000 Penalty: 117006.343750
Iteration 412Q: 34 clusters Score -1.571589e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184614 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287479 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16545 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67183 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16848 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85625 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44289 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24828 members 
Mstep: Class 21 contains 15616 members 
Mstep: Class 22 contains 200021 members 
Mstep: Class 23 contains 39261 members 
Mstep: Class 24 contains 227955 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158720.000000 Penalty: 117006.343750
Iteration 413Q: 34 clusters Score -1.571587e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184612 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287475 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16548 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67182 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16847 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85622 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97830 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44289 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24827 members 
Mstep: Class 21 contains 15616 members 
Mstep: Class 22 contains 200026 members 
Mstep: Class 23 contains 39262 members 
Mstep: Class 24 contains 227958 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158800.000000 Penalty: 117006.343750
Iteration 414Q: 34 clusters Score -1.571588e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184610 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287473 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16549 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67182 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16846 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85620 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44289 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24826 members 
Mstep: Class 21 contains 15616 members 
Mstep: Class 22 contains 200033 members 
Mstep: Class 23 contains 39261 members 
Mstep: Class 24 contains 227958 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158864.000000 Penalty: 117006.343750
Iteration 415Q: 34 clusters Score -1.571589e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184609 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287470 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16550 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67182 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16844 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85619 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44290 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 15616 members 
Mstep: Class 22 contains 200040 members 
Mstep: Class 23 contains 39262 members 
Mstep: Class 24 contains 227957 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158784.000000 Penalty: 117006.343750
Iteration 416Q: 34 clusters Score -1.571588e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184608 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287467 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16551 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67182 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16844 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85618 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16276 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44290 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 15616 members 
Mstep: Class 22 contains 200042 members 
Mstep: Class 23 contains 39262 members 
Mstep: Class 24 contains 227957 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158800.000000 Penalty: 117006.343750
Iteration 417Q: 34 clusters Score -1.571588e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184607 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287468 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16551 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67182 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16843 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85617 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16275 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44289 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 15616 members 
Mstep: Class 22 contains 200043 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 227958 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158816.000000 Penalty: 117006.343750
Iteration 418Q: 34 clusters Score -1.571588e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184607 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287467 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16550 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67181 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85616 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16275 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44287 members 
Mstep: Class 19 contains 11226 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 15616 members 
Mstep: Class 22 contains 200048 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158784.000000 Penalty: 117006.343750
Iteration 419Q: 34 clusters Score -1.571588e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184608 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287466 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16552 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67180 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85616 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16275 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44287 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 15616 members 
Mstep: Class 22 contains 200049 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 227957 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7909 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158784.000000 Penalty: 117006.343750
Iteration 420F: 34 clusters Score -1.571588e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184608 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287465 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16554 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67179 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85616 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16275 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 15616 members 
Mstep: Class 22 contains 200049 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 227958 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7910 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 421Q: 34 clusters Score -1.571588e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184608 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287465 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 16554 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67178 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85616 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 16275 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11221 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 15616 members 
Mstep: Class 22 contains 200050 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7912 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158784.000000 Penalty: 117006.343750
Iteration 422Q: 34 clusters Score -1.571588e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184609 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287464 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16554 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67178 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85616 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16275 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11219 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 15616 members 
Mstep: Class 22 contains 200050 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 7912 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158784.000000 Penalty: 117006.343750
Iteration 423Q: 34 clusters Score -1.571588e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184609 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287464 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16554 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67177 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85616 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16275 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11222 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 15615 members 
Mstep: Class 22 contains 200050 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22386 members 
Mstep: Class 28 contains 7912 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158784.000000 Penalty: 117006.343750
Iteration 424Q: 34 clusters Score -1.571588e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184607 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287464 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16554 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67177 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85616 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16275 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 15615 members 
Mstep: Class 22 contains 200050 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22386 members 
Mstep: Class 28 contains 7912 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 425Q: 34 clusters Score -1.571587e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184607 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287463 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16554 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67177 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85616 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16275 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11226 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 15615 members 
Mstep: Class 22 contains 200050 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22385 members 
Mstep: Class 28 contains 7912 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 426Q: 34 clusters Score -1.571588e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184607 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287464 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16554 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67177 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85616 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16275 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 15615 members 
Mstep: Class 22 contains 200050 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22385 members 
Mstep: Class 28 contains 7912 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158752.000000 Penalty: 117006.343750
Iteration 427Q: 34 clusters Score -1.571588e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184606 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287464 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16554 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67177 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85616 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16275 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11226 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 15615 members 
Mstep: Class 22 contains 200050 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22385 members 
Mstep: Class 28 contains 7912 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158736.000000 Penalty: 117006.343750
Iteration 428Q: 34 clusters Score -1.571587e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184605 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287464 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16554 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67177 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85616 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16275 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11226 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 15615 members 
Mstep: Class 22 contains 200050 members 
Mstep: Class 23 contains 39264 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22385 members 
Mstep: Class 28 contains 7912 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158768.000000 Penalty: 117006.343750
Iteration 429Q: 34 clusters Score -1.571588e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 184605 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 287464 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 16554 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 67177 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 16842 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 85616 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 16275 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 97831 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 11226 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 15615 members 
Mstep: Class 22 contains 200050 members 
Mstep: Class 23 contains 39264 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 16688 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 22385 members 
Mstep: Class 28 contains 7912 members 
Mstep: Class 29 contains 5611 members 
Mstep: Class 30 contains 7291 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 66575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158768.000000 Penalty: 117006.343750
Iteration 430F: 34 clusters Score -1.571588e+08 nChanged 0
Entering ConstructFrom: 
Score: -157158768.000000 Penalty: 117006.343750
Entering ConstructFrom: 
Trying to split cluster 1 (184605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184605 members 
Entering Unmasked Estep 
Score: -18566692.000000 Penalty: 3007.241455
	Iteration 0F: 2 clusters Score -1.856669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92368 members 
Mstep: Class 2 contains 92237 members 
Entering Unmasked Estep 
Score: -18443818.000000 Penalty: 6014.482910
	Iteration 0F: 3 clusters Score -1.844382e+07 nChanged 88612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92040 members 
Mstep: Class 2 contains 92565 members 
Entering Unmasked Estep 
Score: -18495292.000000 Penalty: 6014.482910
	Iteration 1F: 3 clusters Score -1.849529e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91934 members 
Mstep: Class 2 contains 92671 members 
Entering Unmasked Estep 
Score: -18496320.000000 Penalty: 6014.482910
	Iteration 2Q: 3 clusters Score -1.849632e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91847 members 
Mstep: Class 2 contains 92758 members 
Entering Unmasked Estep 
Score: -18497284.000000 Penalty: 6014.482910
	Iteration 3Q: 3 clusters Score -1.849728e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91700 members 
Mstep: Class 2 contains 92905 members 
Entering Unmasked Estep 
Score: -18498498.000000 Penalty: 6014.482910
	Iteration 4Q: 3 clusters Score -1.84985e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -18499880.000000 Penalty: 6014.482910
	Iteration 5Q: 3 clusters Score -1.849988e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91334 members 
Mstep: Class 2 contains 93271 members 
Entering Unmasked Estep 
Score: -18501548.000000 Penalty: 6014.482910
	Iteration 6Q: 3 clusters Score -1.850155e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91307 members 
Mstep: Class 2 contains 93298 members 
Entering Unmasked Estep 
Score: -18504136.000000 Penalty: 6014.482910
	Iteration 7Q: 3 clusters Score -1.850414e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 93281 members 
Entering Unmasked Estep 
Score: -18507954.000000 Penalty: 6014.482910
	Iteration 8Q: 3 clusters Score -1.850795e+07 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -18514102.000000 Penalty: 6014.482910
	Iteration 9F: 3 clusters Score -1.85141e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91793 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -18522292.000000 Penalty: 6014.482910
	Iteration 10F: 3 clusters Score -1.852229e+07 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92282 members 
Mstep: Class 2 contains 92323 members 
Entering Unmasked Estep 
Score: -18529674.000000 Penalty: 6014.482910
	Iteration 11F: 3 clusters Score -1.852967e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92474 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -18533170.000000 Penalty: 6014.482910
	Iteration 12Q: 3 clusters Score -1.853317e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92524 members 
Mstep: Class 2 contains 92081 members 
Entering Unmasked Estep 
Score: -18534272.000000 Penalty: 6014.482910
	Iteration 13Q: 3 clusters Score -1.853427e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92519 members 
Mstep: Class 2 contains 92086 members 
Entering Unmasked Estep 
Score: -18534700.000000 Penalty: 6014.482910
	Iteration 14Q: 3 clusters Score -1.85347e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92443 members 
Mstep: Class 2 contains 92162 members 
Entering Unmasked Estep 
Score: -18534970.000000 Penalty: 6014.482910
	Iteration 15Q: 3 clusters Score -1.853497e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92402 members 
Mstep: Class 2 contains 92203 members 
Entering Unmasked Estep 
Score: -18535128.000000 Penalty: 6014.482910
	Iteration 16Q: 3 clusters Score -1.853513e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92374 members 
Mstep: Class 2 contains 92231 members 
Entering Unmasked Estep 
Score: -18535260.000000 Penalty: 6014.482910
	Iteration 17Q: 3 clusters Score -1.853526e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92305 members 
Mstep: Class 2 contains 92300 members 
Entering Unmasked Estep 
Score: -18535458.000000 Penalty: 6014.482910
	Iteration 18Q: 3 clusters Score -1.853546e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92176 members 
Mstep: Class 2 contains 92429 members 
Entering Unmasked Estep 
Score: -18535552.000000 Penalty: 6014.482910
	Iteration 19Q: 3 clusters Score -1.853555e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92030 members 
Mstep: Class 2 contains 92575 members 
Entering Unmasked Estep 
Score: -18535738.000000 Penalty: 6014.482910
	Iteration 20F: 3 clusters Score -1.853574e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91834 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -18535820.000000 Penalty: 6014.482910
	Iteration 21Q: 3 clusters Score -1.853582e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91571 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -18535884.000000 Penalty: 6014.482910
	Iteration 22Q: 3 clusters Score -1.853588e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91271 members 
Mstep: Class 2 contains 93334 members 
Entering Unmasked Estep 
Score: -18536034.000000 Penalty: 6014.482910
	Iteration 23Q: 3 clusters Score -1.853603e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -18536164.000000 Penalty: 6014.482910
	Iteration 24Q: 3 clusters Score -1.853616e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -18536284.000000 Penalty: 6014.482910
	Iteration 25Q: 3 clusters Score -1.853628e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 94338 members 
Entering Unmasked Estep 
Score: -18536398.000000 Penalty: 6014.482910
	Iteration 26Q: 3 clusters Score -1.85364e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89941 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -18536554.000000 Penalty: 6014.482910
	Iteration 27Q: 3 clusters Score -1.853655e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89570 members 
Mstep: Class 2 contains 95035 members 
Entering Unmasked Estep 
Score: -18536672.000000 Penalty: 6014.482910
	Iteration 28Q: 3 clusters Score -1.853667e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -18536710.000000 Penalty: 6014.482910
	Iteration 29Q: 3 clusters Score -1.853671e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88727 members 
Mstep: Class 2 contains 95878 members 
Entering Unmasked Estep 
Score: -18536790.000000 Penalty: 6014.482910
	Iteration 30Q: 3 clusters Score -1.853679e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88257 members 
Mstep: Class 2 contains 96348 members 
Entering Unmasked Estep 
Score: -18536828.000000 Penalty: 6014.482910
	Iteration 31Q: 3 clusters Score -1.853683e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87747 members 
Mstep: Class 2 contains 96858 members 
Entering Unmasked Estep 
Score: -18536880.000000 Penalty: 6014.482910
	Iteration 32Q: 3 clusters Score -1.853688e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87106 members 
Mstep: Class 2 contains 97499 members 
Entering Unmasked Estep 
Score: -18536978.000000 Penalty: 6014.482910
	Iteration 33Q: 3 clusters Score -1.853698e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86418 members 
Mstep: Class 2 contains 98187 members 
Entering Unmasked Estep 
Score: -18537014.000000 Penalty: 6014.482910
	Iteration 34Q: 3 clusters Score -1.853701e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 98887 members 
Entering Unmasked Estep 
Score: -18537128.000000 Penalty: 6014.482910
	Iteration 35Q: 3 clusters Score -1.853713e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85002 members 
Mstep: Class 2 contains 99603 members 
Entering Unmasked Estep 
Score: -18537150.000000 Penalty: 6014.482910
	Iteration 36Q: 3 clusters Score -1.853715e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 100365 members 
Entering Unmasked Estep 
Score: -18537250.000000 Penalty: 6014.482910
	Iteration 37Q: 3 clusters Score -1.853725e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 101181 members 
Entering Unmasked Estep 
Score: -18537290.000000 Penalty: 6014.482910
	Iteration 38Q: 3 clusters Score -1.853729e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 102072 members 
Entering Unmasked Estep 
Score: -18537342.000000 Penalty: 6014.482910
	Iteration 39Q: 3 clusters Score -1.853734e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81612 members 
Mstep: Class 2 contains 102993 members 
Entering Unmasked Estep 
Score: -18537462.000000 Penalty: 6014.482910
	Iteration 40F: 3 clusters Score -1.853746e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80582 members 
Mstep: Class 2 contains 104023 members 
Entering Unmasked Estep 
Score: -18537598.000000 Penalty: 6014.482910
	Iteration 41Q: 3 clusters Score -1.85376e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 105147 members 
Entering Unmasked Estep 
Score: -18537736.000000 Penalty: 6014.482910
	Iteration 42Q: 3 clusters Score -1.853774e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78300 members 
Mstep: Class 2 contains 106305 members 
Entering Unmasked Estep 
Score: -18537942.000000 Penalty: 6014.482910
	Iteration 43Q: 3 clusters Score -1.853794e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 107536 members 
Entering Unmasked Estep 
Score: -18538112.000000 Penalty: 6014.482910
	Iteration 44Q: 3 clusters Score -1.853811e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 108889 members 
Entering Unmasked Estep 
Score: -18538252.000000 Penalty: 6014.482910
	Iteration 45Q: 3 clusters Score -1.853825e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 110333 members 
Entering Unmasked Estep 
Score: -18538430.000000 Penalty: 6014.482910
	Iteration 46Q: 3 clusters Score -1.853843e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Mstep: Class 2 contains 111912 members 
Entering Unmasked Estep 
Score: -18538716.000000 Penalty: 6014.482910
	Iteration 47Q: 3 clusters Score -1.853872e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 113649 members 
Entering Unmasked Estep 
Score: -18539028.000000 Penalty: 6014.482910
	Iteration 48Q: 3 clusters Score -1.853903e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 115460 members 
Entering Unmasked Estep 
Score: -18539412.000000 Penalty: 6014.482910
	Iteration 49Q: 3 clusters Score -1.853941e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 117417 members 
Entering Unmasked Estep 
Score: -18539726.000000 Penalty: 6014.482910
	Iteration 50Q: 3 clusters Score -1.853973e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 119481 members 
Entering Unmasked Estep 
Score: -18539970.000000 Penalty: 6014.482910
	Iteration 51Q: 3 clusters Score -1.853997e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 121617 members 
Entering Unmasked Estep 
Score: -18540424.000000 Penalty: 6014.482910
	Iteration 52Q: 3 clusters Score -1.854042e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 123810 members 
Entering Unmasked Estep 
Score: -18540796.000000 Penalty: 6014.482910
	Iteration 53Q: 3 clusters Score -1.85408e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 126200 members 
Entering Unmasked Estep 
Score: -18541284.000000 Penalty: 6014.482910
	Iteration 54Q: 3 clusters Score -1.854128e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 128683 members 
Entering Unmasked Estep 
Score: -18541796.000000 Penalty: 6014.482910
	Iteration 55Q: 3 clusters Score -1.85418e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 131278 members 
Entering Unmasked Estep 
Score: -18542500.000000 Penalty: 6014.482910
	Iteration 56Q: 3 clusters Score -1.85425e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 133925 members 
Entering Unmasked Estep 
Score: -18542990.000000 Penalty: 6014.482910
	Iteration 57Q: 3 clusters Score -1.854299e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 136730 members 
Entering Unmasked Estep 
Score: -18543780.000000 Penalty: 6014.482910
	Iteration 58Q: 3 clusters Score -1.854378e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 139552 members 
Entering Unmasked Estep 
Score: -18544708.000000 Penalty: 6014.482910
	Iteration 59Q: 3 clusters Score -1.854471e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 142503 members 
Entering Unmasked Estep 
Score: -18545624.000000 Penalty: 6014.482910
	Iteration 60F: 3 clusters Score -1.854562e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 145487 members 
Entering Unmasked Estep 
Score: -18546496.000000 Penalty: 6014.482910
	Iteration 61Q: 3 clusters Score -1.85465e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 148561 members 
Entering Unmasked Estep 
Score: -18547386.000000 Penalty: 6014.482910
	Iteration 62Q: 3 clusters Score -1.854739e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 151763 members 
Entering Unmasked Estep 
Score: -18548582.000000 Penalty: 6014.482910
	Iteration 63Q: 3 clusters Score -1.854858e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 154923 members 
Entering Unmasked Estep 
Score: -18549794.000000 Penalty: 6014.482910
	Iteration 64Q: 3 clusters Score -1.854979e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 158037 members 
Entering Unmasked Estep 
Score: -18551126.000000 Penalty: 6014.482910
	Iteration 65Q: 3 clusters Score -1.855113e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 161271 members 
Entering Unmasked Estep 
Score: -18552570.000000 Penalty: 6014.482910
	Iteration 66Q: 3 clusters Score -1.855257e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 164367 members 
Entering Unmasked Estep 
Score: -18553968.000000 Penalty: 6014.482910
	Iteration 67Q: 3 clusters Score -1.855397e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 167329 members 
Entering Unmasked Estep 
Score: -18555406.000000 Penalty: 6014.482910
	Iteration 68Q: 3 clusters Score -1.855541e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 170087 members 
Entering Unmasked Estep 
Score: -18556760.000000 Penalty: 6014.482910
	Iteration 69Q: 3 clusters Score -1.855676e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 172656 members 
Entering Unmasked Estep 
Score: -18558280.000000 Penalty: 6014.482910
	Iteration 70Q: 3 clusters Score -1.855828e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 175004 members 
Entering Unmasked Estep 
Score: -18559532.000000 Penalty: 6014.482910
	Iteration 71Q: 3 clusters Score -1.855953e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 176972 members 
Entering Unmasked Estep 
Score: -18560670.000000 Penalty: 6014.482910
	Iteration 72Q: 3 clusters Score -1.856067e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 178607 members 
Entering Unmasked Estep 
Score: -18561588.000000 Penalty: 6014.482910
	Iteration 73Q: 3 clusters Score -1.856159e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 179875 members 
Entering Unmasked Estep 
Score: -18562284.000000 Penalty: 6014.482910
	Iteration 74Q: 3 clusters Score -1.856228e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 180855 members 
Entering Unmasked Estep 
Score: -18562820.000000 Penalty: 6014.482910
	Iteration 75Q: 3 clusters Score -1.856282e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 181612 members 
Entering Unmasked Estep 
Score: -18563262.000000 Penalty: 6014.482910
	Iteration 76Q: 3 clusters Score -1.856326e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 182176 members 
Entering Unmasked Estep 
Score: -18563548.000000 Penalty: 6014.482910
	Iteration 77Q: 3 clusters Score -1.856355e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 182574 members 
Entering Unmasked Estep 
Score: -18563768.000000 Penalty: 6014.482910
	Iteration 78Q: 3 clusters Score -1.856377e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 182838 members 
Entering Unmasked Estep 
Score: -18563918.000000 Penalty: 6014.482910
	Iteration 79Q: 3 clusters Score -1.856392e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 183041 members 
Entering Unmasked Estep 
Score: -18564012.000000 Penalty: 6014.482910
	Iteration 80F: 3 clusters Score -1.856401e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 183174 members 
Entering Unmasked Estep 
Score: -18564096.000000 Penalty: 6014.482910
	Iteration 81Q: 3 clusters Score -1.85641e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 183281 members 
Entering Unmasked Estep 
Score: -18564124.000000 Penalty: 6014.482910
	Iteration 82Q: 3 clusters Score -1.856412e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 183349 members 
Entering Unmasked Estep 
Score: -18564154.000000 Penalty: 6014.482910
	Iteration 83Q: 3 clusters Score -1.856415e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 183401 members 
Entering Unmasked Estep 
Score: -18564188.000000 Penalty: 6014.482910
	Iteration 84Q: 3 clusters Score -1.856419e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 183441 members 
Entering Unmasked Estep 
Score: -18564208.000000 Penalty: 6014.482910
	Iteration 85Q: 3 clusters Score -1.856421e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 183478 members 
Entering Unmasked Estep 
Score: -18564248.000000 Penalty: 6014.482910
	Iteration 86Q: 3 clusters Score -1.856425e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 183508 members 
Entering Unmasked Estep 
Score: -18564252.000000 Penalty: 6014.482910
	Iteration 87Q: 3 clusters Score -1.856425e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 183527 members 
Entering Unmasked Estep 
Score: -18564274.000000 Penalty: 6014.482910
	Iteration 88Q: 3 clusters Score -1.856427e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 183542 members 
Entering Unmasked Estep 
Score: -18564282.000000 Penalty: 6014.482910
	Iteration 89Q: 3 clusters Score -1.856428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 183559 members 
Entering Unmasked Estep 
Score: -18564286.000000 Penalty: 6014.482910
	Iteration 90Q: 3 clusters Score -1.856429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 183573 members 
Entering Unmasked Estep 
Score: -18564298.000000 Penalty: 6014.482910
	Iteration 91Q: 3 clusters Score -1.85643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 183586 members 
Entering Unmasked Estep 
Score: -18564310.000000 Penalty: 6014.482910
	Iteration 92Q: 3 clusters Score -1.856431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 183600 members 
Entering Unmasked Estep 
Score: -18564314.000000 Penalty: 6014.482910
	Iteration 93Q: 3 clusters Score -1.856431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 183614 members 
Entering Unmasked Estep 
Score: -18564302.000000 Penalty: 6014.482910
	Iteration 94Q: 3 clusters Score -1.85643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 183626 members 
Entering Unmasked Estep 
Score: -18564304.000000 Penalty: 6014.482910
	Iteration 95Q: 3 clusters Score -1.85643e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 183637 members 
Entering Unmasked Estep 
Score: -18564322.000000 Penalty: 6014.482910
	Iteration 96Q: 3 clusters Score -1.856432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 183649 members 
Entering Unmasked Estep 
Score: -18564318.000000 Penalty: 6014.482910
	Iteration 97Q: 3 clusters Score -1.856432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 183657 members 
Entering Unmasked Estep 
Score: -18564330.000000 Penalty: 6014.482910
	Iteration 98Q: 3 clusters Score -1.856433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 183665 members 
Entering Unmasked Estep 
Score: -18564336.000000 Penalty: 6014.482910
	Iteration 99Q: 3 clusters Score -1.856434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 183674 members 
Entering Unmasked Estep 
Score: -18564332.000000 Penalty: 6014.482910
	Iteration 100F: 3 clusters Score -1.856433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 183682 members 
Entering Unmasked Estep 
Score: -18564316.000000 Penalty: 6014.482910
	Iteration 101Q: 3 clusters Score -1.856432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 183691 members 
Entering Unmasked Estep 
Score: -18564342.000000 Penalty: 6014.482910
	Iteration 102Q: 3 clusters Score -1.856434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 183705 members 
Entering Unmasked Estep 
Score: -18564346.000000 Penalty: 6014.482910
	Iteration 103Q: 3 clusters Score -1.856435e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 183715 members 
Entering Unmasked Estep 
Score: -18564350.000000 Penalty: 6014.482910
	Iteration 104Q: 3 clusters Score -1.856435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 183725 members 
Entering Unmasked Estep 
Score: -18564354.000000 Penalty: 6014.482910
	Iteration 105Q: 3 clusters Score -1.856435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 183734 members 
Entering Unmasked Estep 
Score: -18564346.000000 Penalty: 6014.482910
	Iteration 106Q: 3 clusters Score -1.856435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 183743 members 
Entering Unmasked Estep 
Score: -18564356.000000 Penalty: 6014.482910
	Iteration 107Q: 3 clusters Score -1.856436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 183744 members 
Entering Unmasked Estep 
Score: -18564350.000000 Penalty: 6014.482910
	Iteration 108Q: 3 clusters Score -1.856435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 183749 members 
Entering Unmasked Estep 
Score: -18564352.000000 Penalty: 6014.482910
	Iteration 109Q: 3 clusters Score -1.856435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 183750 members 
Entering Unmasked Estep 
Score: -18564350.000000 Penalty: 6014.482910
	Iteration 110Q: 3 clusters Score -1.856435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 183750 members 
Entering Unmasked Estep 
Score: -18564350.000000 Penalty: 6014.482910
	Iteration 111F: 3 clusters Score -1.856435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Entering Unmasked Estep 
Score: -600012.625000 Penalty: 2195.708984
	Iteration 0F: 2 clusters Score -600012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -594260.687500 Penalty: 4391.417969
	Iteration 0F: 3 clusters Score -594260.7 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -596030.375000 Penalty: 4391.417969
	Iteration 1F: 3 clusters Score -596030.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -596526.250000 Penalty: 4391.417969
	Iteration 2F: 3 clusters Score -596526.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -596851.312500 Penalty: 4391.417969
	Iteration 3F: 3 clusters Score -596851.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -597082.625000 Penalty: 4391.417969
	Iteration 4F: 3 clusters Score -597082.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -597271.437500 Penalty: 4391.417969
	Iteration 5Q: 3 clusters Score -597271.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -597425.687500 Penalty: 4391.417969
	Iteration 6Q: 3 clusters Score -597425.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -597536.687500 Penalty: 4391.417969
	Iteration 7Q: 3 clusters Score -597536.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -597658.000000 Penalty: 4391.417969
	Iteration 8Q: 3 clusters Score -597658 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -597787.250000 Penalty: 4391.417969
	Iteration 9Q: 3 clusters Score -597787.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -597901.000000 Penalty: 4391.417969
	Iteration 10Q: 3 clusters Score -597901 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -597989.062500 Penalty: 4391.417969
	Iteration 11Q: 3 clusters Score -597989.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -598055.625000 Penalty: 4391.417969
	Iteration 12Q: 3 clusters Score -598055.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -598102.187500 Penalty: 4391.417969
	Iteration 13Q: 3 clusters Score -598102.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -598154.250000 Penalty: 4391.417969
	Iteration 14Q: 3 clusters Score -598154.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -598212.812500 Penalty: 4391.417969
	Iteration 15Q: 3 clusters Score -598212.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -598306.500000 Penalty: 4391.417969
	Iteration 16Q: 3 clusters Score -598306.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -598456.000000 Penalty: 4391.417969
	Iteration 17Q: 3 clusters Score -598456 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -598639.750000 Penalty: 4391.417969
	Iteration 18Q: 3 clusters Score -598639.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -598779.187500 Penalty: 4391.417969
	Iteration 19Q: 3 clusters Score -598779.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -598903.187500 Penalty: 4391.417969
	Iteration 20F: 3 clusters Score -598903.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -599021.000000 Penalty: 4391.417969
	Iteration 21Q: 3 clusters Score -599021 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -599142.375000 Penalty: 4391.417969
	Iteration 22Q: 3 clusters Score -599142.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -599267.437500 Penalty: 4391.417969
	Iteration 23Q: 3 clusters Score -599267.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -599394.437500 Penalty: 4391.417969
	Iteration 24Q: 3 clusters Score -599394.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -599502.625000 Penalty: 4391.417969
	Iteration 25Q: 3 clusters Score -599502.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -599588.937500 Penalty: 4391.417969
	Iteration 26Q: 3 clusters Score -599588.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -599649.250000 Penalty: 4391.417969
	Iteration 27Q: 3 clusters Score -599649.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -599683.062500 Penalty: 4391.417969
	Iteration 28Q: 3 clusters Score -599683.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -599708.875000 Penalty: 4391.417969
	Iteration 29Q: 3 clusters Score -599708.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -599725.687500 Penalty: 4391.417969
	Iteration 30Q: 3 clusters Score -599725.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -599738.812500 Penalty: 4391.417969
	Iteration 31Q: 3 clusters Score -599738.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -599749.875000 Penalty: 4391.417969
	Iteration 32Q: 3 clusters Score -599749.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -599754.000000 Penalty: 4391.417969
	Iteration 33Q: 3 clusters Score -599754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -599758.812500 Penalty: 4391.417969
	Iteration 34Q: 3 clusters Score -599758.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -599762.312500 Penalty: 4391.417969
	Iteration 35Q: 3 clusters Score -599762.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -599766.437500 Penalty: 4391.417969
	Iteration 36Q: 3 clusters Score -599766.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -599770.562500 Penalty: 4391.417969
	Iteration 37Q: 3 clusters Score -599770.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -599775.812500 Penalty: 4391.417969
	Iteration 38Q: 3 clusters Score -599775.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -599777.125000 Penalty: 4391.417969
	Iteration 39Q: 3 clusters Score -599777.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -599778.375000 Penalty: 4391.417969
	Iteration 40F: 3 clusters Score -599778.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -599778.937500 Penalty: 4391.417969
	Iteration 41Q: 3 clusters Score -599778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -599779.062500 Penalty: 4391.417969
	Iteration 42Q: 3 clusters Score -599779.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -599780.312500 Penalty: 4391.417969
	Iteration 43Q: 3 clusters Score -599780.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -599780.062500 Penalty: 4391.417969
	Iteration 44Q: 3 clusters Score -599780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -599780.937500 Penalty: 4391.417969
	Iteration 45Q: 3 clusters Score -599780.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -599780.937500 Penalty: 4391.417969
	Iteration 46F: 3 clusters Score -599780.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (287464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287464 members 
Entering Unmasked Estep 
Score: -28760256.000000 Penalty: 3117.075684
	Iteration 0F: 2 clusters Score -2.876026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143738 members 
Mstep: Class 2 contains 143726 members 
Entering Unmasked Estep 
Score: -28578524.000000 Penalty: 6234.151367
	Iteration 0F: 3 clusters Score -2.857852e+07 nChanged 138986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146786 members 
Mstep: Class 2 contains 140678 members 
Entering Unmasked Estep 
Score: -28659952.000000 Penalty: 6234.151367
	Iteration 1F: 3 clusters Score -2.865995e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148418 members 
Mstep: Class 2 contains 139046 members 
Entering Unmasked Estep 
Score: -28661016.000000 Penalty: 6234.151367
	Iteration 2Q: 3 clusters Score -2.866102e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151015 members 
Mstep: Class 2 contains 136449 members 
Entering Unmasked Estep 
Score: -28662536.000000 Penalty: 6234.151367
	Iteration 3Q: 3 clusters Score -2.866254e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155098 members 
Mstep: Class 2 contains 132366 members 
Entering Unmasked Estep 
Score: -28664418.000000 Penalty: 6234.151367
	Iteration 4Q: 3 clusters Score -2.866442e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161386 members 
Mstep: Class 2 contains 126078 members 
Entering Unmasked Estep 
Score: -28667202.000000 Penalty: 6234.151367
	Iteration 5Q: 3 clusters Score -2.86672e+07 nChanged 12347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170821 members 
Mstep: Class 2 contains 116643 members 
Entering Unmasked Estep 
Score: -28671832.000000 Penalty: 6234.151367
	Iteration 6Q: 3 clusters Score -2.867183e+07 nChanged 15857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184278 members 
Mstep: Class 2 contains 103186 members 
Entering Unmasked Estep 
Score: -28679402.000000 Penalty: 6234.151367
	Iteration 7F: 3 clusters Score -2.86794e+07 nChanged 19882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202334 members 
Mstep: Class 2 contains 85130 members 
Entering Unmasked Estep 
Score: -28690586.000000 Penalty: 6234.151367
	Iteration 8F: 3 clusters Score -2.869059e+07 nChanged 21982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223012 members 
Mstep: Class 2 contains 64452 members 
Entering Unmasked Estep 
Score: -28704544.000000 Penalty: 6234.151367
	Iteration 9F: 3 clusters Score -2.870454e+07 nChanged 20745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243003 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -28719448.000000 Penalty: 6234.151367
	Iteration 10F: 3 clusters Score -2.871945e+07 nChanged 16836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259585 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -28732622.000000 Penalty: 6234.151367
	Iteration 11F: 3 clusters Score -2.873262e+07 nChanged 11974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271503 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -28742872.000000 Penalty: 6234.151367
	Iteration 12Q: 3 clusters Score -2.874287e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279052 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -28749782.000000 Penalty: 6234.151367
	Iteration 13Q: 3 clusters Score -2.874978e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283304 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -28753878.000000 Penalty: 6234.151367
	Iteration 14Q: 3 clusters Score -2.875388e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285335 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -28755770.000000 Penalty: 6234.151367
	Iteration 15Q: 3 clusters Score -2.875577e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286225 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -28756736.000000 Penalty: 6234.151367
	Iteration 16Q: 3 clusters Score -2.875674e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286607 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -28757146.000000 Penalty: 6234.151367
	Iteration 17Q: 3 clusters Score -2.875715e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286784 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -28757330.000000 Penalty: 6234.151367
	Iteration 18Q: 3 clusters Score -2.875733e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286856 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -28757454.000000 Penalty: 6234.151367
	Iteration 19Q: 3 clusters Score -2.875745e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286900 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -28757490.000000 Penalty: 6234.151367
	Iteration 20F: 3 clusters Score -2.875749e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286922 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -28757532.000000 Penalty: 6234.151367
	Iteration 21Q: 3 clusters Score -2.875753e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286925 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -28757544.000000 Penalty: 6234.151367
	Iteration 22Q: 3 clusters Score -2.875754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286927 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -28757566.000000 Penalty: 6234.151367
	Iteration 23Q: 3 clusters Score -2.875757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286942 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -28757568.000000 Penalty: 6234.151367
	Iteration 24Q: 3 clusters Score -2.875757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286945 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -28757568.000000 Penalty: 6234.151367
	Iteration 25Q: 3 clusters Score -2.875757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286951 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -28757576.000000 Penalty: 6234.151367
	Iteration 26Q: 3 clusters Score -2.875758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286956 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -28757570.000000 Penalty: 6234.151367
	Iteration 27Q: 3 clusters Score -2.875757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286958 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -28757592.000000 Penalty: 6234.151367
	Iteration 28Q: 3 clusters Score -2.875759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286956 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -28757582.000000 Penalty: 6234.151367
	Iteration 29Q: 3 clusters Score -2.875758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286955 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -28757586.000000 Penalty: 6234.151367
	Iteration 30Q: 3 clusters Score -2.875759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286955 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -28757590.000000 Penalty: 6234.151367
	Iteration 31Q: 3 clusters Score -2.875759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286957 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -28757580.000000 Penalty: 6234.151367
	Iteration 32Q: 3 clusters Score -2.875758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286958 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -28757586.000000 Penalty: 6234.151367
	Iteration 33Q: 3 clusters Score -2.875759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286958 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -28757586.000000 Penalty: 6234.151367
	Iteration 34F: 3 clusters Score -2.875759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Entering Unmasked Estep 
Score: -1531038.500000 Penalty: 2398.201416
	Iteration 0F: 2 clusters Score -1531038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1519639.625000 Penalty: 4796.402832
	Iteration 0F: 3 clusters Score -1519640 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1523230.125000 Penalty: 4796.402832
	Iteration 1F: 3 clusters Score -1523230 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1523626.500000 Penalty: 4796.402832
	Iteration 2F: 3 clusters Score -1523626 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1523965.625000 Penalty: 4796.402832
	Iteration 3F: 3 clusters Score -1523966 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1524317.125000 Penalty: 4796.402832
	Iteration 4Q: 3 clusters Score -1524317 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1524706.375000 Penalty: 4796.402832
	Iteration 5Q: 3 clusters Score -1524706 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1525120.875000 Penalty: 4796.402832
	Iteration 6Q: 3 clusters Score -1525121 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1525537.875000 Penalty: 4796.402832
	Iteration 7Q: 3 clusters Score -1525538 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1525994.250000 Penalty: 4796.402832
	Iteration 8Q: 3 clusters Score -1525994 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1526488.500000 Penalty: 4796.402832
	Iteration 9Q: 3 clusters Score -1526488 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1526963.875000 Penalty: 4796.402832
	Iteration 10Q: 3 clusters Score -1526964 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1527390.625000 Penalty: 4796.402832
	Iteration 11Q: 3 clusters Score -1527391 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1527789.875000 Penalty: 4796.402832
	Iteration 12Q: 3 clusters Score -1527790 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1528149.125000 Penalty: 4796.402832
	Iteration 13Q: 3 clusters Score -1528149 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1528531.625000 Penalty: 4796.402832
	Iteration 14Q: 3 clusters Score -1528532 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1528862.750000 Penalty: 4796.402832
	Iteration 15Q: 3 clusters Score -1528863 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1529142.500000 Penalty: 4796.402832
	Iteration 16Q: 3 clusters Score -1529142 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1529367.875000 Penalty: 4796.402832
	Iteration 17Q: 3 clusters Score -1529368 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1529567.250000 Penalty: 4796.402832
	Iteration 18Q: 3 clusters Score -1529567 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1529770.750000 Penalty: 4796.402832
	Iteration 19Q: 3 clusters Score -1529771 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1529964.875000 Penalty: 4796.402832
	Iteration 20F: 3 clusters Score -1529965 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1530153.875000 Penalty: 4796.402832
	Iteration 21Q: 3 clusters Score -1530154 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1530336.250000 Penalty: 4796.402832
	Iteration 22Q: 3 clusters Score -1530336 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1530462.125000 Penalty: 4796.402832
	Iteration 23Q: 3 clusters Score -1530462 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1530573.750000 Penalty: 4796.402832
	Iteration 24Q: 3 clusters Score -1530574 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1530667.625000 Penalty: 4796.402832
	Iteration 25Q: 3 clusters Score -1530668 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1530729.750000 Penalty: 4796.402832
	Iteration 26Q: 3 clusters Score -1530730 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1530772.875000 Penalty: 4796.402832
	Iteration 27Q: 3 clusters Score -1530773 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1530807.875000 Penalty: 4796.402832
	Iteration 28Q: 3 clusters Score -1530808 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1530834.750000 Penalty: 4796.402832
	Iteration 29Q: 3 clusters Score -1530835 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1530846.625000 Penalty: 4796.402832
	Iteration 30Q: 3 clusters Score -1530847 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1530860.250000 Penalty: 4796.402832
	Iteration 31Q: 3 clusters Score -1530860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1530863.250000 Penalty: 4796.402832
	Iteration 32Q: 3 clusters Score -1530863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1530867.625000 Penalty: 4796.402832
	Iteration 33Q: 3 clusters Score -1530868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1530871.375000 Penalty: 4796.402832
	Iteration 34Q: 3 clusters Score -1530871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1530872.000000 Penalty: 4796.402832
	Iteration 35Q: 3 clusters Score -1530872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1530871.375000 Penalty: 4796.402832
	Iteration 36Q: 3 clusters Score -1530871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1530874.250000 Penalty: 4796.402832
	Iteration 37Q: 3 clusters Score -1530874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1530874.750000 Penalty: 4796.402832
	Iteration 38Q: 3 clusters Score -1530875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1530877.250000 Penalty: 4796.402832
	Iteration 39Q: 3 clusters Score -1530877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1530875.750000 Penalty: 4796.402832
	Iteration 40F: 3 clusters Score -1530876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1530876.625000 Penalty: 4796.402832
	Iteration 41Q: 3 clusters Score -1530877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1530877.750000 Penalty: 4796.402832
	Iteration 42Q: 3 clusters Score -1530878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1530879.375000 Penalty: 4796.402832
	Iteration 43Q: 3 clusters Score -1530879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1530878.750000 Penalty: 4796.402832
	Iteration 44Q: 3 clusters Score -1530879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1530880.375000 Penalty: 4796.402832
	Iteration 45Q: 3 clusters Score -1530880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1530881.125000 Penalty: 4796.402832
	Iteration 46Q: 3 clusters Score -1530881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1530881.125000 Penalty: 4796.402832
	Iteration 47F: 3 clusters Score -1530881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Entering Unmasked Estep 
Score: -1609662.500000 Penalty: 2409.166992
	Iteration 0F: 2 clusters Score -1609662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1597769.000000 Penalty: 4818.333984
	Iteration 0F: 3 clusters Score -1597769 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1602127.000000 Penalty: 4818.333984
	Iteration 1F: 3 clusters Score -1602127 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1603301.875000 Penalty: 4818.333984
	Iteration 2F: 3 clusters Score -1603302 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1604516.625000 Penalty: 4818.333984
	Iteration 3F: 3 clusters Score -1604517 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1605645.750000 Penalty: 4818.333984
	Iteration 4F: 3 clusters Score -1605646 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1606625.875000 Penalty: 4818.333984
	Iteration 5F: 3 clusters Score -1606626 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1607445.125000 Penalty: 4818.333984
	Iteration 6F: 3 clusters Score -1607445 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1608028.875000 Penalty: 4818.333984
	Iteration 7Q: 3 clusters Score -1608029 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1608480.250000 Penalty: 4818.333984
	Iteration 8Q: 3 clusters Score -1608480 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1608809.250000 Penalty: 4818.333984
	Iteration 9Q: 3 clusters Score -1608809 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1609051.625000 Penalty: 4818.333984
	Iteration 10Q: 3 clusters Score -1609052 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1609240.750000 Penalty: 4818.333984
	Iteration 11Q: 3 clusters Score -1609241 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1609352.750000 Penalty: 4818.333984
	Iteration 12Q: 3 clusters Score -1609353 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1609446.625000 Penalty: 4818.333984
	Iteration 13Q: 3 clusters Score -1609447 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1609515.250000 Penalty: 4818.333984
	Iteration 14Q: 3 clusters Score -1609515 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1609553.625000 Penalty: 4818.333984
	Iteration 15Q: 3 clusters Score -1609554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1609572.875000 Penalty: 4818.333984
	Iteration 16Q: 3 clusters Score -1609573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1609586.000000 Penalty: 4818.333984
	Iteration 17Q: 3 clusters Score -1609586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1609589.750000 Penalty: 4818.333984
	Iteration 18Q: 3 clusters Score -1609590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1609592.375000 Penalty: 4818.333984
	Iteration 19Q: 3 clusters Score -1609592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1609596.500000 Penalty: 4818.333984
	Iteration 20F: 3 clusters Score -1609596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1609599.500000 Penalty: 4818.333984
	Iteration 21Q: 3 clusters Score -1609600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1609600.500000 Penalty: 4818.333984
	Iteration 22Q: 3 clusters Score -1609600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1609604.375000 Penalty: 4818.333984
	Iteration 23Q: 3 clusters Score -1609604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1609605.625000 Penalty: 4818.333984
	Iteration 24Q: 3 clusters Score -1609606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1609605.625000 Penalty: 4818.333984
	Iteration 25Q: 3 clusters Score -1609606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1609605.625000 Penalty: 4818.333984
	Iteration 26F: 3 clusters Score -1609606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Entering Unmasked Estep 
Score: -901258.500000 Penalty: 2257.842041
	Iteration 0F: 2 clusters Score -901258.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -894225.187500 Penalty: 4515.684082
	Iteration 0F: 3 clusters Score -894225.2 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -896143.000000 Penalty: 4515.684082
	Iteration 1F: 3 clusters Score -896143 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -896417.562500 Penalty: 4515.684082
	Iteration 2F: 3 clusters Score -896417.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -896639.187500 Penalty: 4515.684082
	Iteration 3Q: 3 clusters Score -896639.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -896832.812500 Penalty: 4515.684082
	Iteration 4Q: 3 clusters Score -896832.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -896981.937500 Penalty: 4515.684082
	Iteration 5Q: 3 clusters Score -896981.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -897117.812500 Penalty: 4515.684082
	Iteration 6Q: 3 clusters Score -897117.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -897215.250000 Penalty: 4515.684082
	Iteration 7Q: 3 clusters Score -897215.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -897293.000000 Penalty: 4515.684082
	Iteration 8Q: 3 clusters Score -897293 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -897358.562500 Penalty: 4515.684082
	Iteration 9Q: 3 clusters Score -897358.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -897406.062500 Penalty: 4515.684082
	Iteration 10Q: 3 clusters Score -897406.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -897449.812500 Penalty: 4515.684082
	Iteration 11Q: 3 clusters Score -897449.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -897488.062500 Penalty: 4515.684082
	Iteration 12Q: 3 clusters Score -897488.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -897518.375000 Penalty: 4515.684082
	Iteration 13Q: 3 clusters Score -897518.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -897548.625000 Penalty: 4515.684082
	Iteration 14Q: 3 clusters Score -897548.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -897571.812500 Penalty: 4515.684082
	Iteration 15Q: 3 clusters Score -897571.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -897599.562500 Penalty: 4515.684082
	Iteration 16Q: 3 clusters Score -897599.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -897631.187500 Penalty: 4515.684082
	Iteration 17Q: 3 clusters Score -897631.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -897656.250000 Penalty: 4515.684082
	Iteration 18Q: 3 clusters Score -897656.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -897686.812500 Penalty: 4515.684082
	Iteration 19Q: 3 clusters Score -897686.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -897703.250000 Penalty: 4515.684082
	Iteration 20F: 3 clusters Score -897703.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -897723.750000 Penalty: 4515.684082
	Iteration 21Q: 3 clusters Score -897723.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -897746.812500 Penalty: 4515.684082
	Iteration 22Q: 3 clusters Score -897746.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -897767.875000 Penalty: 4515.684082
	Iteration 23Q: 3 clusters Score -897767.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -897784.125000 Penalty: 4515.684082
	Iteration 24Q: 3 clusters Score -897784.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -897804.750000 Penalty: 4515.684082
	Iteration 25Q: 3 clusters Score -897804.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -897824.062500 Penalty: 4515.684082
	Iteration 26Q: 3 clusters Score -897824.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -897845.937500 Penalty: 4515.684082
	Iteration 27Q: 3 clusters Score -897845.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -897879.937500 Penalty: 4515.684082
	Iteration 28Q: 3 clusters Score -897879.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -897922.062500 Penalty: 4515.684082
	Iteration 29Q: 3 clusters Score -897922.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -897971.875000 Penalty: 4515.684082
	Iteration 30Q: 3 clusters Score -897971.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -898025.937500 Penalty: 4515.684082
	Iteration 31Q: 3 clusters Score -898025.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -898068.812500 Penalty: 4515.684082
	Iteration 32Q: 3 clusters Score -898068.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -898128.250000 Penalty: 4515.684082
	Iteration 33Q: 3 clusters Score -898128.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -898183.500000 Penalty: 4515.684082
	Iteration 34Q: 3 clusters Score -898183.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -898244.125000 Penalty: 4515.684082
	Iteration 35Q: 3 clusters Score -898244.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -898288.125000 Penalty: 4515.684082
	Iteration 36Q: 3 clusters Score -898288.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -898337.187500 Penalty: 4515.684082
	Iteration 37Q: 3 clusters Score -898337.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -898382.500000 Penalty: 4515.684082
	Iteration 38Q: 3 clusters Score -898382.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -898424.562500 Penalty: 4515.684082
	Iteration 39Q: 3 clusters Score -898424.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -898470.937500 Penalty: 4515.684082
	Iteration 40F: 3 clusters Score -898470.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -898510.187500 Penalty: 4515.684082
	Iteration 41Q: 3 clusters Score -898510.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -898549.187500 Penalty: 4515.684082
	Iteration 42Q: 3 clusters Score -898549.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -898592.250000 Penalty: 4515.684082
	Iteration 43Q: 3 clusters Score -898592.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -898634.500000 Penalty: 4515.684082
	Iteration 44Q: 3 clusters Score -898634.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -898677.687500 Penalty: 4515.684082
	Iteration 45Q: 3 clusters Score -898677.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -898732.625000 Penalty: 4515.684082
	Iteration 46Q: 3 clusters Score -898732.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -898776.500000 Penalty: 4515.684082
	Iteration 47Q: 3 clusters Score -898776.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -898806.250000 Penalty: 4515.684082
	Iteration 48Q: 3 clusters Score -898806.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -898834.687500 Penalty: 4515.684082
	Iteration 49Q: 3 clusters Score -898834.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -898858.937500 Penalty: 4515.684082
	Iteration 50Q: 3 clusters Score -898858.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -898883.312500 Penalty: 4515.684082
	Iteration 51Q: 3 clusters Score -898883.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -898904.812500 Penalty: 4515.684082
	Iteration 52Q: 3 clusters Score -898904.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -898922.125000 Penalty: 4515.684082
	Iteration 53Q: 3 clusters Score -898922.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -898939.312500 Penalty: 4515.684082
	Iteration 54Q: 3 clusters Score -898939.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -898957.812500 Penalty: 4515.684082
	Iteration 55Q: 3 clusters Score -898957.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -898972.437500 Penalty: 4515.684082
	Iteration 56Q: 3 clusters Score -898972.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -898984.687500 Penalty: 4515.684082
	Iteration 57Q: 3 clusters Score -898984.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -898996.625000 Penalty: 4515.684082
	Iteration 58Q: 3 clusters Score -898996.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -899005.625000 Penalty: 4515.684082
	Iteration 59Q: 3 clusters Score -899005.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -899016.500000 Penalty: 4515.684082
	Iteration 60F: 3 clusters Score -899016.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -899028.500000 Penalty: 4515.684082
	Iteration 61Q: 3 clusters Score -899028.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -899041.250000 Penalty: 4515.684082
	Iteration 62Q: 3 clusters Score -899041.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -899057.750000 Penalty: 4515.684082
	Iteration 63Q: 3 clusters Score -899057.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -899072.187500 Penalty: 4515.684082
	Iteration 64Q: 3 clusters Score -899072.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -899083.875000 Penalty: 4515.684082
	Iteration 65Q: 3 clusters Score -899083.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -899094.125000 Penalty: 4515.684082
	Iteration 66Q: 3 clusters Score -899094.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -899110.562500 Penalty: 4515.684082
	Iteration 67Q: 3 clusters Score -899110.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -899116.937500 Penalty: 4515.684082
	Iteration 68Q: 3 clusters Score -899116.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -899123.812500 Penalty: 4515.684082
	Iteration 69Q: 3 clusters Score -899123.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -899132.375000 Penalty: 4515.684082
	Iteration 70Q: 3 clusters Score -899132.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -899142.625000 Penalty: 4515.684082
	Iteration 71Q: 3 clusters Score -899142.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -899148.812500 Penalty: 4515.684082
	Iteration 72Q: 3 clusters Score -899148.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -899158.812500 Penalty: 4515.684082
	Iteration 73Q: 3 clusters Score -899158.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -899163.562500 Penalty: 4515.684082
	Iteration 74Q: 3 clusters Score -899163.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -899169.687500 Penalty: 4515.684082
	Iteration 75Q: 3 clusters Score -899169.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -899176.062500 Penalty: 4515.684082
	Iteration 76Q: 3 clusters Score -899176.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -899182.812500 Penalty: 4515.684082
	Iteration 77Q: 3 clusters Score -899182.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -899191.437500 Penalty: 4515.684082
	Iteration 78Q: 3 clusters Score -899191.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -899200.875000 Penalty: 4515.684082
	Iteration 79Q: 3 clusters Score -899200.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -899208.125000 Penalty: 4515.684082
	Iteration 80F: 3 clusters Score -899208.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -899214.437500 Penalty: 4515.684082
	Iteration 81Q: 3 clusters Score -899214.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -899221.312500 Penalty: 4515.684082
	Iteration 82Q: 3 clusters Score -899221.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -899219.937500 Penalty: 4515.684082
	Iteration 83Q: 3 clusters Score -899219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -899222.250000 Penalty: 4515.684082
	Iteration 84Q: 3 clusters Score -899222.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -899224.937500 Penalty: 4515.684082
	Iteration 85Q: 3 clusters Score -899224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -899226.562500 Penalty: 4515.684082
	Iteration 86Q: 3 clusters Score -899226.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -899233.062500 Penalty: 4515.684082
	Iteration 87Q: 3 clusters Score -899233.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -899236.562500 Penalty: 4515.684082
	Iteration 88Q: 3 clusters Score -899236.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -899240.812500 Penalty: 4515.684082
	Iteration 89Q: 3 clusters Score -899240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -899241.687500 Penalty: 4515.684082
	Iteration 90Q: 3 clusters Score -899241.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -899243.750000 Penalty: 4515.684082
	Iteration 91Q: 3 clusters Score -899243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -899244.000000 Penalty: 4515.684082
	Iteration 92Q: 3 clusters Score -899244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -899244.875000 Penalty: 4515.684082
	Iteration 93Q: 3 clusters Score -899244.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -899247.937500 Penalty: 4515.684082
	Iteration 94Q: 3 clusters Score -899247.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -899249.875000 Penalty: 4515.684082
	Iteration 95Q: 3 clusters Score -899249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -899249.937500 Penalty: 4515.684082
	Iteration 96Q: 3 clusters Score -899249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -899251.375000 Penalty: 4515.684082
	Iteration 97Q: 3 clusters Score -899251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -899250.312500 Penalty: 4515.684082
	Iteration 98Q: 3 clusters Score -899250.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -899250.312500 Penalty: 4515.684082
	Iteration 99F: 3 clusters Score -899250.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Entering Unmasked Estep 
Score: -6738829.000000 Penalty: 2756.541504
	Iteration 0F: 2 clusters Score -6738829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -6693747.500000 Penalty: 5513.083008
	Iteration 0F: 3 clusters Score -6693748 nChanged 31369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -6711745.000000 Penalty: 5513.083008
	Iteration 1F: 3 clusters Score -6711745 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -6712950.500000 Penalty: 5513.083008
	Iteration 2Q: 3 clusters Score -6712950 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -6714729.500000 Penalty: 5513.083008
	Iteration 3F: 3 clusters Score -6714730 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -6717303.000000 Penalty: 5513.083008
	Iteration 4F: 3 clusters Score -6717303 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -6720929.500000 Penalty: 5513.083008
	Iteration 5F: 3 clusters Score -6720930 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -6724861.000000 Penalty: 5513.083008
	Iteration 6F: 3 clusters Score -6724861 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -6728569.000000 Penalty: 5513.083008
	Iteration 7F: 3 clusters Score -6728569 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -6731539.500000 Penalty: 5513.083008
	Iteration 8F: 3 clusters Score -6731540 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -6733527.000000 Penalty: 5513.083008
	Iteration 9Q: 3 clusters Score -6733527 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -6734656.500000 Penalty: 5513.083008
	Iteration 10Q: 3 clusters Score -6734656 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -6735537.000000 Penalty: 5513.083008
	Iteration 11Q: 3 clusters Score -6735537 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -6736190.500000 Penalty: 5513.083008
	Iteration 12Q: 3 clusters Score -6736190 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -6736586.000000 Penalty: 5513.083008
	Iteration 13Q: 3 clusters Score -6736586 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -6736807.000000 Penalty: 5513.083008
	Iteration 14Q: 3 clusters Score -6736807 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -6736994.000000 Penalty: 5513.083008
	Iteration 15Q: 3 clusters Score -6736994 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -6737102.000000 Penalty: 5513.083008
	Iteration 16Q: 3 clusters Score -6737102 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -6737185.500000 Penalty: 5513.083008
	Iteration 17Q: 3 clusters Score -6737186 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -6737264.000000 Penalty: 5513.083008
	Iteration 18Q: 3 clusters Score -6737264 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -6737323.000000 Penalty: 5513.083008
	Iteration 19Q: 3 clusters Score -6737323 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -6737402.500000 Penalty: 5513.083008
	Iteration 20F: 3 clusters Score -6737402 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -6737446.500000 Penalty: 5513.083008
	Iteration 21Q: 3 clusters Score -6737446 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -6737491.000000 Penalty: 5513.083008
	Iteration 22Q: 3 clusters Score -6737491 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 61942 members 
Entering Unmasked Estep 
Score: -6737530.000000 Penalty: 5513.083008
	Iteration 23Q: 3 clusters Score -6737530 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -6737565.000000 Penalty: 5513.083008
	Iteration 24Q: 3 clusters Score -6737565 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -6737571.500000 Penalty: 5513.083008
	Iteration 25Q: 3 clusters Score -6737572 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -6737616.500000 Penalty: 5513.083008
	Iteration 26Q: 3 clusters Score -6737616 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -6737626.000000 Penalty: 5513.083008
	Iteration 27Q: 3 clusters Score -6737626 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -6737636.500000 Penalty: 5513.083008
	Iteration 28Q: 3 clusters Score -6737636 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -6737666.500000 Penalty: 5513.083008
	Iteration 29Q: 3 clusters Score -6737666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -6737680.500000 Penalty: 5513.083008
	Iteration 30Q: 3 clusters Score -6737680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 62792 members 
Entering Unmasked Estep 
Score: -6737683.500000 Penalty: 5513.083008
	Iteration 31Q: 3 clusters Score -6737684 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -6737697.500000 Penalty: 5513.083008
	Iteration 32Q: 3 clusters Score -6737698 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 62932 members 
Entering Unmasked Estep 
Score: -6737690.500000 Penalty: 5513.083008
	Iteration 33Q: 3 clusters Score -6737690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -6737711.500000 Penalty: 5513.083008
	Iteration 34Q: 3 clusters Score -6737712 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -6737699.000000 Penalty: 5513.083008
	Iteration 35Q: 3 clusters Score -6737699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -6737717.500000 Penalty: 5513.083008
	Iteration 36Q: 3 clusters Score -6737718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -6737734.000000 Penalty: 5513.083008
	Iteration 37Q: 3 clusters Score -6737734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -6737731.000000 Penalty: 5513.083008
	Iteration 38Q: 3 clusters Score -6737731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -6737721.500000 Penalty: 5513.083008
	Iteration 39Q: 3 clusters Score -6737722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -6737724.000000 Penalty: 5513.083008
	Iteration 40F: 3 clusters Score -6737724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -6737723.500000 Penalty: 5513.083008
	Iteration 41Q: 3 clusters Score -6737724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -6737713.500000 Penalty: 5513.083008
	Iteration 42Q: 3 clusters Score -6737714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -6737716.000000 Penalty: 5513.083008
	Iteration 43Q: 3 clusters Score -6737716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -6737715.000000 Penalty: 5513.083008
	Iteration 44Q: 3 clusters Score -6737715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -6737716.500000 Penalty: 5513.083008
	Iteration 45Q: 3 clusters Score -6737716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -6737715.500000 Penalty: 5513.083008
	Iteration 46Q: 3 clusters Score -6737716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 63315 members 
Entering Unmasked Estep 
Score: -6737732.000000 Penalty: 5513.083008
	Iteration 47Q: 3 clusters Score -6737732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -6737723.000000 Penalty: 5513.083008
	Iteration 48Q: 3 clusters Score -6737723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -6737728.000000 Penalty: 5513.083008
	Iteration 49Q: 3 clusters Score -6737728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -6737724.000000 Penalty: 5513.083008
	Iteration 50Q: 3 clusters Score -6737724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -6737737.500000 Penalty: 5513.083008
	Iteration 51Q: 3 clusters Score -6737738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -6737747.000000 Penalty: 5513.083008
	Iteration 52Q: 3 clusters Score -6737747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -6737734.000000 Penalty: 5513.083008
	Iteration 53Q: 3 clusters Score -6737734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -6737740.000000 Penalty: 5513.083008
	Iteration 54Q: 3 clusters Score -6737740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -6737737.000000 Penalty: 5513.083008
	Iteration 55Q: 3 clusters Score -6737737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -6737726.500000 Penalty: 5513.083008
	Iteration 56Q: 3 clusters Score -6737726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -6737742.500000 Penalty: 5513.083008
	Iteration 57Q: 3 clusters Score -6737742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -6737741.000000 Penalty: 5513.083008
	Iteration 58Q: 3 clusters Score -6737741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -6737741.000000 Penalty: 5513.083008
	Iteration 59Q: 3 clusters Score -6737741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -6737741.000000 Penalty: 5513.083008
	Iteration 60F: 3 clusters Score -6737741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Entering Unmasked Estep 
Score: -4227512.000000 Penalty: 2644.958984
	Iteration 0F: 2 clusters Score -4227512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -4198319.000000 Penalty: 5289.917969
	Iteration 0F: 3 clusters Score -4198319 nChanged 19768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -4209333.500000 Penalty: 5289.917969
	Iteration 1F: 3 clusters Score -4209334 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4210026.500000 Penalty: 5289.917969
	Iteration 2Q: 3 clusters Score -4210026 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -4210918.500000 Penalty: 5289.917969
	Iteration 3Q: 3 clusters Score -4210918 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -4212249.000000 Penalty: 5289.917969
	Iteration 4F: 3 clusters Score -4212249 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4214107.000000 Penalty: 5289.917969
	Iteration 5F: 3 clusters Score -4214107 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -4216458.000000 Penalty: 5289.917969
	Iteration 6F: 3 clusters Score -4216458 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -4219191.500000 Penalty: 5289.917969
	Iteration 7F: 3 clusters Score -4219192 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -4221544.500000 Penalty: 5289.917969
	Iteration 8F: 3 clusters Score -4221544 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -4222836.500000 Penalty: 5289.917969
	Iteration 9Q: 3 clusters Score -4222836 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -4223384.000000 Penalty: 5289.917969
	Iteration 10Q: 3 clusters Score -4223384 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -4223598.000000 Penalty: 5289.917969
	Iteration 11Q: 3 clusters Score -4223598 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -4223705.500000 Penalty: 5289.917969
	Iteration 12Q: 3 clusters Score -4223706 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -4223798.000000 Penalty: 5289.917969
	Iteration 13Q: 3 clusters Score -4223798 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -4223846.500000 Penalty: 5289.917969
	Iteration 14Q: 3 clusters Score -4223846 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -4223891.500000 Penalty: 5289.917969
	Iteration 15Q: 3 clusters Score -4223892 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -4223934.000000 Penalty: 5289.917969
	Iteration 16Q: 3 clusters Score -4223934 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -4224007.500000 Penalty: 5289.917969
	Iteration 17Q: 3 clusters Score -4224008 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -4224058.500000 Penalty: 5289.917969
	Iteration 18Q: 3 clusters Score -4224058 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -4224104.500000 Penalty: 5289.917969
	Iteration 19Q: 3 clusters Score -4224104 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -4224145.000000 Penalty: 5289.917969
	Iteration 20F: 3 clusters Score -4224145 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -4224196.000000 Penalty: 5289.917969
	Iteration 21Q: 3 clusters Score -4224196 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -4224226.000000 Penalty: 5289.917969
	Iteration 22Q: 3 clusters Score -4224226 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -4224267.500000 Penalty: 5289.917969
	Iteration 23Q: 3 clusters Score -4224268 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -4224321.000000 Penalty: 5289.917969
	Iteration 24Q: 3 clusters Score -4224321 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -4224356.000000 Penalty: 5289.917969
	Iteration 25Q: 3 clusters Score -4224356 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -4224388.000000 Penalty: 5289.917969
	Iteration 26Q: 3 clusters Score -4224388 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -4224430.000000 Penalty: 5289.917969
	Iteration 27Q: 3 clusters Score -4224430 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -4224463.000000 Penalty: 5289.917969
	Iteration 28Q: 3 clusters Score -4224463 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -4224508.500000 Penalty: 5289.917969
	Iteration 29Q: 3 clusters Score -4224508 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -4224546.000000 Penalty: 5289.917969
	Iteration 30Q: 3 clusters Score -4224546 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -4224578.000000 Penalty: 5289.917969
	Iteration 31Q: 3 clusters Score -4224578 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -4224602.500000 Penalty: 5289.917969
	Iteration 32Q: 3 clusters Score -4224602 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -4224636.500000 Penalty: 5289.917969
	Iteration 33Q: 3 clusters Score -4224636 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -4224662.500000 Penalty: 5289.917969
	Iteration 34Q: 3 clusters Score -4224662 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -4224700.500000 Penalty: 5289.917969
	Iteration 35Q: 3 clusters Score -4224700 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4224744.000000 Penalty: 5289.917969
	Iteration 36Q: 3 clusters Score -4224744 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -4224795.000000 Penalty: 5289.917969
	Iteration 37Q: 3 clusters Score -4224795 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -4224822.500000 Penalty: 5289.917969
	Iteration 38Q: 3 clusters Score -4224822 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -4224887.000000 Penalty: 5289.917969
	Iteration 39Q: 3 clusters Score -4224887 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -4224950.500000 Penalty: 5289.917969
	Iteration 40F: 3 clusters Score -4224950 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -4225019.500000 Penalty: 5289.917969
	Iteration 41Q: 3 clusters Score -4225020 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -4225089.000000 Penalty: 5289.917969
	Iteration 42Q: 3 clusters Score -4225089 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -4225149.000000 Penalty: 5289.917969
	Iteration 43Q: 3 clusters Score -4225149 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4225222.000000 Penalty: 5289.917969
	Iteration 44Q: 3 clusters Score -4225222 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4225276.000000 Penalty: 5289.917969
	Iteration 45Q: 3 clusters Score -4225276 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4225321.000000 Penalty: 5289.917969
	Iteration 46Q: 3 clusters Score -4225321 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -4225370.000000 Penalty: 5289.917969
	Iteration 47Q: 3 clusters Score -4225370 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -4225418.500000 Penalty: 5289.917969
	Iteration 48Q: 3 clusters Score -4225418 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4225458.000000 Penalty: 5289.917969
	Iteration 49Q: 3 clusters Score -4225458 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -4225508.000000 Penalty: 5289.917969
	Iteration 50Q: 3 clusters Score -4225508 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -4225532.500000 Penalty: 5289.917969
	Iteration 51Q: 3 clusters Score -4225532 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4225566.000000 Penalty: 5289.917969
	Iteration 52Q: 3 clusters Score -4225566 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4225595.500000 Penalty: 5289.917969
	Iteration 53Q: 3 clusters Score -4225596 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4225602.500000 Penalty: 5289.917969
	Iteration 54Q: 3 clusters Score -4225602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4225619.500000 Penalty: 5289.917969
	Iteration 55Q: 3 clusters Score -4225620 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4225631.500000 Penalty: 5289.917969
	Iteration 56Q: 3 clusters Score -4225632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4225648.000000 Penalty: 5289.917969
	Iteration 57Q: 3 clusters Score -4225648 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4225666.000000 Penalty: 5289.917969
	Iteration 58Q: 3 clusters Score -4225666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4225679.000000 Penalty: 5289.917969
	Iteration 59Q: 3 clusters Score -4225679 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4225698.000000 Penalty: 5289.917969
	Iteration 60F: 3 clusters Score -4225698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4225722.000000 Penalty: 5289.917969
	Iteration 61Q: 3 clusters Score -4225722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4225738.000000 Penalty: 5289.917969
	Iteration 62Q: 3 clusters Score -4225738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4225745.000000 Penalty: 5289.917969
	Iteration 63Q: 3 clusters Score -4225745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4225765.000000 Penalty: 5289.917969
	Iteration 64Q: 3 clusters Score -4225765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4225758.500000 Penalty: 5289.917969
	Iteration 65Q: 3 clusters Score -4225758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4225775.000000 Penalty: 5289.917969
	Iteration 66Q: 3 clusters Score -4225775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4225778.500000 Penalty: 5289.917969
	Iteration 67Q: 3 clusters Score -4225778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4225782.500000 Penalty: 5289.917969
	Iteration 68Q: 3 clusters Score -4225782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4225790.000000 Penalty: 5289.917969
	Iteration 69Q: 3 clusters Score -4225790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4225800.000000 Penalty: 5289.917969
	Iteration 70Q: 3 clusters Score -4225800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4225804.500000 Penalty: 5289.917969
	Iteration 71Q: 3 clusters Score -4225804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4225803.500000 Penalty: 5289.917969
	Iteration 72Q: 3 clusters Score -4225804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4225815.000000 Penalty: 5289.917969
	Iteration 73Q: 3 clusters Score -4225815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4225821.000000 Penalty: 5289.917969
	Iteration 74Q: 3 clusters Score -4225821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4225819.500000 Penalty: 5289.917969
	Iteration 75Q: 3 clusters Score -4225820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4225835.500000 Penalty: 5289.917969
	Iteration 76Q: 3 clusters Score -4225836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4225832.000000 Penalty: 5289.917969
	Iteration 77Q: 3 clusters Score -4225832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4225832.000000 Penalty: 5289.917969
	Iteration 78Q: 3 clusters Score -4225832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4225847.000000 Penalty: 5289.917969
	Iteration 79Q: 3 clusters Score -4225847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4225851.500000 Penalty: 5289.917969
	Iteration 80F: 3 clusters Score -4225852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4225861.000000 Penalty: 5289.917969
	Iteration 81Q: 3 clusters Score -4225861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4225873.500000 Penalty: 5289.917969
	Iteration 82Q: 3 clusters Score -4225874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4225870.000000 Penalty: 5289.917969
	Iteration 83Q: 3 clusters Score -4225870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4225885.000000 Penalty: 5289.917969
	Iteration 84Q: 3 clusters Score -4225885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4225893.000000 Penalty: 5289.917969
	Iteration 85Q: 3 clusters Score -4225893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4225900.000000 Penalty: 5289.917969
	Iteration 86Q: 3 clusters Score -4225900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4225909.500000 Penalty: 5289.917969
	Iteration 87Q: 3 clusters Score -4225910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4225915.000000 Penalty: 5289.917969
	Iteration 88Q: 3 clusters Score -4225915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4225922.500000 Penalty: 5289.917969
	Iteration 89Q: 3 clusters Score -4225922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4225925.000000 Penalty: 5289.917969
	Iteration 90Q: 3 clusters Score -4225925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4225944.500000 Penalty: 5289.917969
	Iteration 91Q: 3 clusters Score -4225944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4225966.500000 Penalty: 5289.917969
	Iteration 92Q: 3 clusters Score -4225966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4225978.500000 Penalty: 5289.917969
	Iteration 93Q: 3 clusters Score -4225978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4225992.000000 Penalty: 5289.917969
	Iteration 94Q: 3 clusters Score -4225992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4226017.000000 Penalty: 5289.917969
	Iteration 95Q: 3 clusters Score -4226017 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4226035.500000 Penalty: 5289.917969
	Iteration 96Q: 3 clusters Score -4226036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4226074.500000 Penalty: 5289.917969
	Iteration 97Q: 3 clusters Score -4226074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4226100.500000 Penalty: 5289.917969
	Iteration 98Q: 3 clusters Score -4226100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4226132.500000 Penalty: 5289.917969
	Iteration 99Q: 3 clusters Score -4226132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4226145.500000 Penalty: 5289.917969
	Iteration 100F: 3 clusters Score -4226146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4226161.000000 Penalty: 5289.917969
	Iteration 101Q: 3 clusters Score -4226161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4226191.000000 Penalty: 5289.917969
	Iteration 102Q: 3 clusters Score -4226191 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4226216.500000 Penalty: 5289.917969
	Iteration 103Q: 3 clusters Score -4226216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4226231.000000 Penalty: 5289.917969
	Iteration 104Q: 3 clusters Score -4226231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4226244.500000 Penalty: 5289.917969
	Iteration 105Q: 3 clusters Score -4226244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4226250.500000 Penalty: 5289.917969
	Iteration 106Q: 3 clusters Score -4226250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4226264.500000 Penalty: 5289.917969
	Iteration 107Q: 3 clusters Score -4226264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4226265.500000 Penalty: 5289.917969
	Iteration 108Q: 3 clusters Score -4226266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4226270.500000 Penalty: 5289.917969
	Iteration 109Q: 3 clusters Score -4226270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4226271.500000 Penalty: 5289.917969
	Iteration 110Q: 3 clusters Score -4226272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4226272.500000 Penalty: 5289.917969
	Iteration 111Q: 3 clusters Score -4226272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4226272.500000 Penalty: 5289.917969
	Iteration 112Q: 3 clusters Score -4226272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4226281.000000 Penalty: 5289.917969
	Iteration 113Q: 3 clusters Score -4226281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4226280.500000 Penalty: 5289.917969
	Iteration 114Q: 3 clusters Score -4226280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4226280.500000 Penalty: 5289.917969
	Iteration 115F: 3 clusters Score -4226280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -149489.890625 Penalty: 1824.040527
	Iteration 0F: 2 clusters Score -149489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -147134.593750 Penalty: 3648.081055
	Iteration 0F: 3 clusters Score -147134.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -147530.203125 Penalty: 3648.081055
	Iteration 1F: 3 clusters Score -147530.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -147655.421875 Penalty: 3648.081055
	Iteration 2F: 3 clusters Score -147655.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -147710.140625 Penalty: 3648.081055
	Iteration 3Q: 3 clusters Score -147710.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -147743.437500 Penalty: 3648.081055
	Iteration 4Q: 3 clusters Score -147743.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -147760.640625 Penalty: 3648.081055
	Iteration 5Q: 3 clusters Score -147760.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -147774.968750 Penalty: 3648.081055
	Iteration 6Q: 3 clusters Score -147775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -147787.828125 Penalty: 3648.081055
	Iteration 7Q: 3 clusters Score -147787.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -147802.515625 Penalty: 3648.081055
	Iteration 8Q: 3 clusters Score -147802.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -147813.671875 Penalty: 3648.081055
	Iteration 9Q: 3 clusters Score -147813.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -147826.062500 Penalty: 3648.081055
	Iteration 10Q: 3 clusters Score -147826.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -147835.171875 Penalty: 3648.081055
	Iteration 11Q: 3 clusters Score -147835.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -147841.359375 Penalty: 3648.081055
	Iteration 12Q: 3 clusters Score -147841.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -147844.953125 Penalty: 3648.081055
	Iteration 13Q: 3 clusters Score -147845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -147847.406250 Penalty: 3648.081055
	Iteration 14Q: 3 clusters Score -147847.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -147850.593750 Penalty: 3648.081055
	Iteration 15Q: 3 clusters Score -147850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -147855.078125 Penalty: 3648.081055
	Iteration 16Q: 3 clusters Score -147855.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -147859.359375 Penalty: 3648.081055
	Iteration 17Q: 3 clusters Score -147859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -147861.296875 Penalty: 3648.081055
	Iteration 18Q: 3 clusters Score -147861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -147864.015625 Penalty: 3648.081055
	Iteration 19Q: 3 clusters Score -147864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -147865.937500 Penalty: 3648.081055
	Iteration 20F: 3 clusters Score -147865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -147867.421875 Penalty: 3648.081055
	Iteration 21Q: 3 clusters Score -147867.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -147868.171875 Penalty: 3648.081055
	Iteration 22Q: 3 clusters Score -147868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -147869.453125 Penalty: 3648.081055
	Iteration 23Q: 3 clusters Score -147869.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -147869.453125 Penalty: 3648.081055
	Iteration 24F: 3 clusters Score -147869.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Entering Unmasked Estep 
Score: -1727362.000000 Penalty: 2413.444580
	Iteration 0F: 2 clusters Score -1727362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1715377.750000 Penalty: 4826.889160
	Iteration 0F: 3 clusters Score -1715378 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1719201.125000 Penalty: 4826.889160
	Iteration 1F: 3 clusters Score -1719201 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1719615.750000 Penalty: 4826.889160
	Iteration 2F: 3 clusters Score -1719616 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1719951.375000 Penalty: 4826.889160
	Iteration 3F: 3 clusters Score -1719951 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1720210.625000 Penalty: 4826.889160
	Iteration 4Q: 3 clusters Score -1720211 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1720468.250000 Penalty: 4826.889160
	Iteration 5Q: 3 clusters Score -1720468 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1720705.875000 Penalty: 4826.889160
	Iteration 6Q: 3 clusters Score -1720706 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1720958.125000 Penalty: 4826.889160
	Iteration 7Q: 3 clusters Score -1720958 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1721255.500000 Penalty: 4826.889160
	Iteration 8Q: 3 clusters Score -1721256 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1721609.125000 Penalty: 4826.889160
	Iteration 9Q: 3 clusters Score -1721609 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1722062.875000 Penalty: 4826.889160
	Iteration 10Q: 3 clusters Score -1722063 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1722631.500000 Penalty: 4826.889160
	Iteration 11Q: 3 clusters Score -1722632 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1723228.625000 Penalty: 4826.889160
	Iteration 12Q: 3 clusters Score -1723229 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1723741.625000 Penalty: 4826.889160
	Iteration 13Q: 3 clusters Score -1723742 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1724114.625000 Penalty: 4826.889160
	Iteration 14Q: 3 clusters Score -1724115 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1724323.000000 Penalty: 4826.889160
	Iteration 15Q: 3 clusters Score -1724323 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1724439.500000 Penalty: 4826.889160
	Iteration 16Q: 3 clusters Score -1724440 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1724530.125000 Penalty: 4826.889160
	Iteration 17Q: 3 clusters Score -1724530 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1724608.625000 Penalty: 4826.889160
	Iteration 18Q: 3 clusters Score -1724609 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1724655.750000 Penalty: 4826.889160
	Iteration 19Q: 3 clusters Score -1724656 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1724706.750000 Penalty: 4826.889160
	Iteration 20F: 3 clusters Score -1724707 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1724735.750000 Penalty: 4826.889160
	Iteration 21Q: 3 clusters Score -1724736 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1724777.750000 Penalty: 4826.889160
	Iteration 22Q: 3 clusters Score -1724778 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1724814.875000 Penalty: 4826.889160
	Iteration 23Q: 3 clusters Score -1724815 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1724837.500000 Penalty: 4826.889160
	Iteration 24Q: 3 clusters Score -1724838 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1724869.375000 Penalty: 4826.889160
	Iteration 25Q: 3 clusters Score -1724869 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1724895.750000 Penalty: 4826.889160
	Iteration 26Q: 3 clusters Score -1724896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1724933.875000 Penalty: 4826.889160
	Iteration 27Q: 3 clusters Score -1724934 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1724968.750000 Penalty: 4826.889160
	Iteration 28Q: 3 clusters Score -1724969 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1725011.750000 Penalty: 4826.889160
	Iteration 29Q: 3 clusters Score -1725012 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1725042.500000 Penalty: 4826.889160
	Iteration 30Q: 3 clusters Score -1725042 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1725055.250000 Penalty: 4826.889160
	Iteration 31Q: 3 clusters Score -1725055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1725075.250000 Penalty: 4826.889160
	Iteration 32Q: 3 clusters Score -1725075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1725084.375000 Penalty: 4826.889160
	Iteration 33Q: 3 clusters Score -1725084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1725094.250000 Penalty: 4826.889160
	Iteration 34Q: 3 clusters Score -1725094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1725102.375000 Penalty: 4826.889160
	Iteration 35Q: 3 clusters Score -1725102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1725109.750000 Penalty: 4826.889160
	Iteration 36Q: 3 clusters Score -1725110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1725118.250000 Penalty: 4826.889160
	Iteration 37Q: 3 clusters Score -1725118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1725120.875000 Penalty: 4826.889160
	Iteration 38Q: 3 clusters Score -1725121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1725120.625000 Penalty: 4826.889160
	Iteration 39Q: 3 clusters Score -1725121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1725127.750000 Penalty: 4826.889160
	Iteration 40F: 3 clusters Score -1725128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1725123.750000 Penalty: 4826.889160
	Iteration 41Q: 3 clusters Score -1725124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1725130.875000 Penalty: 4826.889160
	Iteration 42Q: 3 clusters Score -1725131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1725139.250000 Penalty: 4826.889160
	Iteration 43Q: 3 clusters Score -1725139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1725145.000000 Penalty: 4826.889160
	Iteration 44Q: 3 clusters Score -1725145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1725155.750000 Penalty: 4826.889160
	Iteration 45Q: 3 clusters Score -1725156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1725165.125000 Penalty: 4826.889160
	Iteration 46Q: 3 clusters Score -1725165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1725167.625000 Penalty: 4826.889160
	Iteration 47Q: 3 clusters Score -1725168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1725172.875000 Penalty: 4826.889160
	Iteration 48Q: 3 clusters Score -1725173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1725174.000000 Penalty: 4826.889160
	Iteration 49Q: 3 clusters Score -1725174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1725174.500000 Penalty: 4826.889160
	Iteration 50Q: 3 clusters Score -1725174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1725174.250000 Penalty: 4826.889160
	Iteration 51Q: 3 clusters Score -1725174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1725176.750000 Penalty: 4826.889160
	Iteration 52Q: 3 clusters Score -1725177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1725180.500000 Penalty: 4826.889160
	Iteration 53Q: 3 clusters Score -1725180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1725179.375000 Penalty: 4826.889160
	Iteration 54Q: 3 clusters Score -1725179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1725178.625000 Penalty: 4826.889160
	Iteration 55Q: 3 clusters Score -1725179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1725175.500000 Penalty: 4826.889160
	Iteration 56Q: 3 clusters Score -1725176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1725179.125000 Penalty: 4826.889160
	Iteration 57Q: 3 clusters Score -1725179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1725181.125000 Penalty: 4826.889160
	Iteration 58Q: 3 clusters Score -1725181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1725183.750000 Penalty: 4826.889160
	Iteration 59Q: 3 clusters Score -1725184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1725188.125000 Penalty: 4826.889160
	Iteration 60F: 3 clusters Score -1725188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1725194.750000 Penalty: 4826.889160
	Iteration 61Q: 3 clusters Score -1725195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1725196.625000 Penalty: 4826.889160
	Iteration 62Q: 3 clusters Score -1725197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1725202.250000 Penalty: 4826.889160
	Iteration 63Q: 3 clusters Score -1725202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1725200.375000 Penalty: 4826.889160
	Iteration 64Q: 3 clusters Score -1725200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1725203.125000 Penalty: 4826.889160
	Iteration 65Q: 3 clusters Score -1725203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1725209.000000 Penalty: 4826.889160
	Iteration 66Q: 3 clusters Score -1725209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1725211.750000 Penalty: 4826.889160
	Iteration 67Q: 3 clusters Score -1725212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1725212.375000 Penalty: 4826.889160
	Iteration 68Q: 3 clusters Score -1725212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1725214.875000 Penalty: 4826.889160
	Iteration 69Q: 3 clusters Score -1725215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1725220.000000 Penalty: 4826.889160
	Iteration 70Q: 3 clusters Score -1725220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1725221.250000 Penalty: 4826.889160
	Iteration 71Q: 3 clusters Score -1725221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1725220.500000 Penalty: 4826.889160
	Iteration 72Q: 3 clusters Score -1725220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1725224.625000 Penalty: 4826.889160
	Iteration 73Q: 3 clusters Score -1725225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1725223.875000 Penalty: 4826.889160
	Iteration 74Q: 3 clusters Score -1725224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1725225.250000 Penalty: 4826.889160
	Iteration 75Q: 3 clusters Score -1725225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1725225.750000 Penalty: 4826.889160
	Iteration 76Q: 3 clusters Score -1725226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1725227.375000 Penalty: 4826.889160
	Iteration 77Q: 3 clusters Score -1725227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1725230.750000 Penalty: 4826.889160
	Iteration 78Q: 3 clusters Score -1725231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1725236.125000 Penalty: 4826.889160
	Iteration 79Q: 3 clusters Score -1725236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1725240.375000 Penalty: 4826.889160
	Iteration 80F: 3 clusters Score -1725240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1725242.000000 Penalty: 4826.889160
	Iteration 81Q: 3 clusters Score -1725242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1725243.125000 Penalty: 4826.889160
	Iteration 82Q: 3 clusters Score -1725243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1725246.000000 Penalty: 4826.889160
	Iteration 83Q: 3 clusters Score -1725246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1725249.625000 Penalty: 4826.889160
	Iteration 84Q: 3 clusters Score -1725250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1725248.250000 Penalty: 4826.889160
	Iteration 85Q: 3 clusters Score -1725248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1725249.125000 Penalty: 4826.889160
	Iteration 86Q: 3 clusters Score -1725249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1725252.750000 Penalty: 4826.889160
	Iteration 87Q: 3 clusters Score -1725253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1725257.875000 Penalty: 4826.889160
	Iteration 88Q: 3 clusters Score -1725258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1725262.250000 Penalty: 4826.889160
	Iteration 89Q: 3 clusters Score -1725262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1725266.125000 Penalty: 4826.889160
	Iteration 90Q: 3 clusters Score -1725266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1725265.875000 Penalty: 4826.889160
	Iteration 91Q: 3 clusters Score -1725266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1725267.000000 Penalty: 4826.889160
	Iteration 92Q: 3 clusters Score -1725267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1725271.250000 Penalty: 4826.889160
	Iteration 93Q: 3 clusters Score -1725271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1725272.500000 Penalty: 4826.889160
	Iteration 94Q: 3 clusters Score -1725272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1725272.750000 Penalty: 4826.889160
	Iteration 95Q: 3 clusters Score -1725273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1725277.500000 Penalty: 4826.889160
	Iteration 96Q: 3 clusters Score -1725278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1725281.500000 Penalty: 4826.889160
	Iteration 97Q: 3 clusters Score -1725282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1725288.500000 Penalty: 4826.889160
	Iteration 98Q: 3 clusters Score -1725288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1725292.375000 Penalty: 4826.889160
	Iteration 99Q: 3 clusters Score -1725292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1725293.125000 Penalty: 4826.889160
	Iteration 100F: 3 clusters Score -1725293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1725295.500000 Penalty: 4826.889160
	Iteration 101Q: 3 clusters Score -1725296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1725295.000000 Penalty: 4826.889160
	Iteration 102Q: 3 clusters Score -1725295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1725294.750000 Penalty: 4826.889160
	Iteration 103Q: 3 clusters Score -1725295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1725294.750000 Penalty: 4826.889160
	Iteration 104Q: 3 clusters Score -1725295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1725297.000000 Penalty: 4826.889160
	Iteration 105Q: 3 clusters Score -1725297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1725296.000000 Penalty: 4826.889160
	Iteration 106Q: 3 clusters Score -1725296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1725296.000000 Penalty: 4826.889160
	Iteration 107F: 3 clusters Score -1725296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Entering Unmasked Estep 
Score: -415150.875000 Penalty: 2077.841064
	Iteration 0F: 2 clusters Score -415150.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -410990.281250 Penalty: 4155.682129
	Iteration 0F: 3 clusters Score -410990.3 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -411983.406250 Penalty: 4155.682129
	Iteration 1F: 3 clusters Score -411983.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -412395.343750 Penalty: 4155.682129
	Iteration 2F: 3 clusters Score -412395.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -412795.281250 Penalty: 4155.682129
	Iteration 3F: 3 clusters Score -412795.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -413110.125000 Penalty: 4155.682129
	Iteration 4F: 3 clusters Score -413110.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -413346.781250 Penalty: 4155.682129
	Iteration 5F: 3 clusters Score -413346.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -413534.687500 Penalty: 4155.682129
	Iteration 6F: 3 clusters Score -413534.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -413694.093750 Penalty: 4155.682129
	Iteration 7Q: 3 clusters Score -413694.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -413795.062500 Penalty: 4155.682129
	Iteration 8Q: 3 clusters Score -413795.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -413876.531250 Penalty: 4155.682129
	Iteration 9Q: 3 clusters Score -413876.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -413937.343750 Penalty: 4155.682129
	Iteration 10Q: 3 clusters Score -413937.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -413989.312500 Penalty: 4155.682129
	Iteration 11Q: 3 clusters Score -413989.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -414029.406250 Penalty: 4155.682129
	Iteration 12Q: 3 clusters Score -414029.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -414051.375000 Penalty: 4155.682129
	Iteration 13Q: 3 clusters Score -414051.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -414066.093750 Penalty: 4155.682129
	Iteration 14Q: 3 clusters Score -414066.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -414075.875000 Penalty: 4155.682129
	Iteration 15Q: 3 clusters Score -414075.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -414082.375000 Penalty: 4155.682129
	Iteration 16Q: 3 clusters Score -414082.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -414090.000000 Penalty: 4155.682129
	Iteration 17Q: 3 clusters Score -414090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -414096.468750 Penalty: 4155.682129
	Iteration 18Q: 3 clusters Score -414096.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -414099.312500 Penalty: 4155.682129
	Iteration 19Q: 3 clusters Score -414099.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -414100.468750 Penalty: 4155.682129
	Iteration 20F: 3 clusters Score -414100.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -414102.031250 Penalty: 4155.682129
	Iteration 21Q: 3 clusters Score -414102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -414103.031250 Penalty: 4155.682129
	Iteration 22Q: 3 clusters Score -414103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -414103.406250 Penalty: 4155.682129
	Iteration 23Q: 3 clusters Score -414103.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -414103.375000 Penalty: 4155.682129
	Iteration 24Q: 3 clusters Score -414103.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -414104.187500 Penalty: 4155.682129
	Iteration 25Q: 3 clusters Score -414104.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -414104.187500 Penalty: 4155.682129
	Iteration 26F: 3 clusters Score -414104.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85616 members 
Entering Unmasked Estep 
Score: -8672308.000000 Penalty: 2816.691650
	Iteration 0F: 2 clusters Score -8672308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -8614920.000000 Penalty: 5633.383301
	Iteration 0F: 3 clusters Score -8614920 nChanged 40194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -8638091.000000 Penalty: 5633.383301
	Iteration 1F: 3 clusters Score -8638091 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -8638938.000000 Penalty: 5633.383301
	Iteration 2Q: 3 clusters Score -8638938 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -8640162.000000 Penalty: 5633.383301
	Iteration 3Q: 3 clusters Score -8640162 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -8641793.000000 Penalty: 5633.383301
	Iteration 4Q: 3 clusters Score -8641793 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -8644053.000000 Penalty: 5633.383301
	Iteration 5F: 3 clusters Score -8644053 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -8647458.000000 Penalty: 5633.383301
	Iteration 6F: 3 clusters Score -8647458 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63074 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -8652048.000000 Penalty: 5633.383301
	Iteration 7F: 3 clusters Score -8652048 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -8657055.000000 Penalty: 5633.383301
	Iteration 8F: 3 clusters Score -8657055 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72377 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -8661429.000000 Penalty: 5633.383301
	Iteration 9F: 3 clusters Score -8661429 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -8664325.000000 Penalty: 5633.383301
	Iteration 10Q: 3 clusters Score -8664325 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -8665611.000000 Penalty: 5633.383301
	Iteration 11Q: 3 clusters Score -8665611 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77460 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -8666355.000000 Penalty: 5633.383301
	Iteration 12Q: 3 clusters Score -8666355 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -8666850.000000 Penalty: 5633.383301
	Iteration 13Q: 3 clusters Score -8666850 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79246 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -8667231.000000 Penalty: 5633.383301
	Iteration 14Q: 3 clusters Score -8667231 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -8667537.000000 Penalty: 5633.383301
	Iteration 15Q: 3 clusters Score -8667537 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80657 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -8667862.000000 Penalty: 5633.383301
	Iteration 16Q: 3 clusters Score -8667862 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -8668150.000000 Penalty: 5633.383301
	Iteration 17Q: 3 clusters Score -8668150 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81860 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -8668440.000000 Penalty: 5633.383301
	Iteration 18Q: 3 clusters Score -8668440 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82364 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -8668680.000000 Penalty: 5633.383301
	Iteration 19Q: 3 clusters Score -8668680 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82785 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -8668907.000000 Penalty: 5633.383301
	Iteration 20F: 3 clusters Score -8668907 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83143 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -8669088.000000 Penalty: 5633.383301
	Iteration 21Q: 3 clusters Score -8669088 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8669208.000000 Penalty: 5633.383301
	Iteration 22Q: 3 clusters Score -8669208 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -8669320.000000 Penalty: 5633.383301
	Iteration 23Q: 3 clusters Score -8669320 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83852 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8669417.000000 Penalty: 5633.383301
	Iteration 24Q: 3 clusters Score -8669417 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8669484.000000 Penalty: 5633.383301
	Iteration 25Q: 3 clusters Score -8669484 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8669530.000000 Penalty: 5633.383301
	Iteration 26Q: 3 clusters Score -8669530 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8669549.000000 Penalty: 5633.383301
	Iteration 27Q: 3 clusters Score -8669549 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8669590.000000 Penalty: 5633.383301
	Iteration 28Q: 3 clusters Score -8669590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8669604.000000 Penalty: 5633.383301
	Iteration 29Q: 3 clusters Score -8669604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84404 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8669659.000000 Penalty: 5633.383301
	Iteration 30Q: 3 clusters Score -8669659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8669668.000000 Penalty: 5633.383301
	Iteration 31Q: 3 clusters Score -8669668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84486 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8669708.000000 Penalty: 5633.383301
	Iteration 32Q: 3 clusters Score -8669708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8669708.000000 Penalty: 5633.383301
	Iteration 33Q: 3 clusters Score -8669708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8669717.000000 Penalty: 5633.383301
	Iteration 34Q: 3 clusters Score -8669717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84563 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8669733.000000 Penalty: 5633.383301
	Iteration 35Q: 3 clusters Score -8669733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84583 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8669742.000000 Penalty: 5633.383301
	Iteration 36Q: 3 clusters Score -8669742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84608 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8669748.000000 Penalty: 5633.383301
	Iteration 37Q: 3 clusters Score -8669748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84634 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8669756.000000 Penalty: 5633.383301
	Iteration 38Q: 3 clusters Score -8669756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84647 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8669765.000000 Penalty: 5633.383301
	Iteration 39Q: 3 clusters Score -8669765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8669768.000000 Penalty: 5633.383301
	Iteration 40F: 3 clusters Score -8669768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84679 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8669788.000000 Penalty: 5633.383301
	Iteration 41Q: 3 clusters Score -8669788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8669789.000000 Penalty: 5633.383301
	Iteration 42Q: 3 clusters Score -8669789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84699 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8669788.000000 Penalty: 5633.383301
	Iteration 43Q: 3 clusters Score -8669788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8669796.000000 Penalty: 5633.383301
	Iteration 44Q: 3 clusters Score -8669796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8669820.000000 Penalty: 5633.383301
	Iteration 45Q: 3 clusters Score -8669820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8669825.000000 Penalty: 5633.383301
	Iteration 46Q: 3 clusters Score -8669825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84755 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8669829.000000 Penalty: 5633.383301
	Iteration 47Q: 3 clusters Score -8669829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84766 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8669825.000000 Penalty: 5633.383301
	Iteration 48Q: 3 clusters Score -8669825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84776 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8669822.000000 Penalty: 5633.383301
	Iteration 49Q: 3 clusters Score -8669822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8669832.000000 Penalty: 5633.383301
	Iteration 50Q: 3 clusters Score -8669832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84795 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8669838.000000 Penalty: 5633.383301
	Iteration 51Q: 3 clusters Score -8669838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8669836.000000 Penalty: 5633.383301
	Iteration 52Q: 3 clusters Score -8669836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8669848.000000 Penalty: 5633.383301
	Iteration 53Q: 3 clusters Score -8669848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84816 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8669853.000000 Penalty: 5633.383301
	Iteration 54Q: 3 clusters Score -8669853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84820 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8669854.000000 Penalty: 5633.383301
	Iteration 55Q: 3 clusters Score -8669854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8669859.000000 Penalty: 5633.383301
	Iteration 56Q: 3 clusters Score -8669859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84830 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8669860.000000 Penalty: 5633.383301
	Iteration 57Q: 3 clusters Score -8669860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8669856.000000 Penalty: 5633.383301
	Iteration 58Q: 3 clusters Score -8669856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8669855.000000 Penalty: 5633.383301
	Iteration 59Q: 3 clusters Score -8669855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8669861.000000 Penalty: 5633.383301
	Iteration 60F: 3 clusters Score -8669861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84847 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8669856.000000 Penalty: 5633.383301
	Iteration 61Q: 3 clusters Score -8669856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8669857.000000 Penalty: 5633.383301
	Iteration 62Q: 3 clusters Score -8669857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8669857.000000 Penalty: 5633.383301
	Iteration 63F: 3 clusters Score -8669857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Entering Unmasked Estep 
Score: -487244.093750 Penalty: 2117.417969
	Iteration 0F: 2 clusters Score -487244.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -482642.062500 Penalty: 4234.835938
	Iteration 0F: 3 clusters Score -482642.1 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -483739.562500 Penalty: 4234.835938
	Iteration 1F: 3 clusters Score -483739.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -484080.781250 Penalty: 4234.835938
	Iteration 2F: 3 clusters Score -484080.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -484398.343750 Penalty: 4234.835938
	Iteration 3F: 3 clusters Score -484398.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -484635.750000 Penalty: 4234.835938
	Iteration 4F: 3 clusters Score -484635.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -484812.875000 Penalty: 4234.835938
	Iteration 5Q: 3 clusters Score -484812.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -484985.875000 Penalty: 4234.835938
	Iteration 6Q: 3 clusters Score -484985.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -485157.437500 Penalty: 4234.835938
	Iteration 7Q: 3 clusters Score -485157.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -485320.312500 Penalty: 4234.835938
	Iteration 8Q: 3 clusters Score -485320.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -485487.312500 Penalty: 4234.835938
	Iteration 9Q: 3 clusters Score -485487.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -485615.281250 Penalty: 4234.835938
	Iteration 10Q: 3 clusters Score -485615.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -485728.500000 Penalty: 4234.835938
	Iteration 11Q: 3 clusters Score -485728.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -485823.906250 Penalty: 4234.835938
	Iteration 12Q: 3 clusters Score -485823.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -485913.218750 Penalty: 4234.835938
	Iteration 13Q: 3 clusters Score -485913.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -485996.468750 Penalty: 4234.835938
	Iteration 14Q: 3 clusters Score -485996.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -486092.625000 Penalty: 4234.835938
	Iteration 15Q: 3 clusters Score -486092.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -486202.375000 Penalty: 4234.835938
	Iteration 16Q: 3 clusters Score -486202.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -486279.343750 Penalty: 4234.835938
	Iteration 17Q: 3 clusters Score -486279.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -486338.343750 Penalty: 4234.835938
	Iteration 18Q: 3 clusters Score -486338.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -486382.031250 Penalty: 4234.835938
	Iteration 19Q: 3 clusters Score -486382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -486439.062500 Penalty: 4234.835938
	Iteration 20F: 3 clusters Score -486439.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -486499.750000 Penalty: 4234.835938
	Iteration 21Q: 3 clusters Score -486499.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -486531.937500 Penalty: 4234.835938
	Iteration 22Q: 3 clusters Score -486531.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -486548.500000 Penalty: 4234.835938
	Iteration 23Q: 3 clusters Score -486548.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -486560.937500 Penalty: 4234.835938
	Iteration 24Q: 3 clusters Score -486560.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -486564.687500 Penalty: 4234.835938
	Iteration 25Q: 3 clusters Score -486564.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -486568.750000 Penalty: 4234.835938
	Iteration 26Q: 3 clusters Score -486568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -486569.687500 Penalty: 4234.835938
	Iteration 27Q: 3 clusters Score -486569.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -486571.625000 Penalty: 4234.835938
	Iteration 28Q: 3 clusters Score -486571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -486572.125000 Penalty: 4234.835938
	Iteration 29Q: 3 clusters Score -486572.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -486572.781250 Penalty: 4234.835938
	Iteration 30Q: 3 clusters Score -486572.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -486572.781250 Penalty: 4234.835938
	Iteration 31F: 3 clusters Score -486572.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Entering Unmasked Estep 
Score: -1647712.500000 Penalty: 2404.951660
	Iteration 0F: 2 clusters Score -1647712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1636050.250000 Penalty: 4809.903320
	Iteration 0F: 3 clusters Score -1636050 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1639897.625000 Penalty: 4809.903320
	Iteration 1F: 3 clusters Score -1639898 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1640421.500000 Penalty: 4809.903320
	Iteration 2F: 3 clusters Score -1640422 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1640923.500000 Penalty: 4809.903320
	Iteration 3F: 3 clusters Score -1640924 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1641435.750000 Penalty: 4809.903320
	Iteration 4F: 3 clusters Score -1641436 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1641960.875000 Penalty: 4809.903320
	Iteration 5F: 3 clusters Score -1641961 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1642493.625000 Penalty: 4809.903320
	Iteration 6F: 3 clusters Score -1642494 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1643085.000000 Penalty: 4809.903320
	Iteration 7Q: 3 clusters Score -1643085 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1643739.500000 Penalty: 4809.903320
	Iteration 8Q: 3 clusters Score -1643740 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1644269.625000 Penalty: 4809.903320
	Iteration 9Q: 3 clusters Score -1644270 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1644658.750000 Penalty: 4809.903320
	Iteration 10Q: 3 clusters Score -1644659 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1644933.750000 Penalty: 4809.903320
	Iteration 11Q: 3 clusters Score -1644934 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1645098.000000 Penalty: 4809.903320
	Iteration 12Q: 3 clusters Score -1645098 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1645193.500000 Penalty: 4809.903320
	Iteration 13Q: 3 clusters Score -1645194 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1645283.750000 Penalty: 4809.903320
	Iteration 14Q: 3 clusters Score -1645284 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1645354.250000 Penalty: 4809.903320
	Iteration 15Q: 3 clusters Score -1645354 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1645432.000000 Penalty: 4809.903320
	Iteration 16Q: 3 clusters Score -1645432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1645480.750000 Penalty: 4809.903320
	Iteration 17Q: 3 clusters Score -1645481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1645509.125000 Penalty: 4809.903320
	Iteration 18Q: 3 clusters Score -1645509 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1645542.500000 Penalty: 4809.903320
	Iteration 19Q: 3 clusters Score -1645542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1645561.750000 Penalty: 4809.903320
	Iteration 20F: 3 clusters Score -1645562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1645577.000000 Penalty: 4809.903320
	Iteration 21Q: 3 clusters Score -1645577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1645589.500000 Penalty: 4809.903320
	Iteration 22Q: 3 clusters Score -1645590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1645602.875000 Penalty: 4809.903320
	Iteration 23Q: 3 clusters Score -1645603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1645617.375000 Penalty: 4809.903320
	Iteration 24Q: 3 clusters Score -1645617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1645625.125000 Penalty: 4809.903320
	Iteration 25Q: 3 clusters Score -1645625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1645632.375000 Penalty: 4809.903320
	Iteration 26Q: 3 clusters Score -1645632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1645640.750000 Penalty: 4809.903320
	Iteration 27Q: 3 clusters Score -1645641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1645652.750000 Penalty: 4809.903320
	Iteration 28Q: 3 clusters Score -1645653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1645655.500000 Penalty: 4809.903320
	Iteration 29Q: 3 clusters Score -1645656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1645660.875000 Penalty: 4809.903320
	Iteration 30Q: 3 clusters Score -1645661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1645669.625000 Penalty: 4809.903320
	Iteration 31Q: 3 clusters Score -1645670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1645671.375000 Penalty: 4809.903320
	Iteration 32Q: 3 clusters Score -1645671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1645674.750000 Penalty: 4809.903320
	Iteration 33Q: 3 clusters Score -1645675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1645676.500000 Penalty: 4809.903320
	Iteration 34Q: 3 clusters Score -1645676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1645681.500000 Penalty: 4809.903320
	Iteration 35Q: 3 clusters Score -1645682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1645685.250000 Penalty: 4809.903320
	Iteration 36Q: 3 clusters Score -1645685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1645691.125000 Penalty: 4809.903320
	Iteration 37Q: 3 clusters Score -1645691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1645698.125000 Penalty: 4809.903320
	Iteration 38Q: 3 clusters Score -1645698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1645701.750000 Penalty: 4809.903320
	Iteration 39Q: 3 clusters Score -1645702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1645707.000000 Penalty: 4809.903320
	Iteration 40F: 3 clusters Score -1645707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1645712.000000 Penalty: 4809.903320
	Iteration 41Q: 3 clusters Score -1645712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1645715.625000 Penalty: 4809.903320
	Iteration 42Q: 3 clusters Score -1645716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1645719.625000 Penalty: 4809.903320
	Iteration 43Q: 3 clusters Score -1645720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1645719.750000 Penalty: 4809.903320
	Iteration 44Q: 3 clusters Score -1645720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1645721.000000 Penalty: 4809.903320
	Iteration 45Q: 3 clusters Score -1645721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1645720.750000 Penalty: 4809.903320
	Iteration 46Q: 3 clusters Score -1645721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1645719.875000 Penalty: 4809.903320
	Iteration 47Q: 3 clusters Score -1645720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1645721.250000 Penalty: 4809.903320
	Iteration 48Q: 3 clusters Score -1645721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1645724.750000 Penalty: 4809.903320
	Iteration 49Q: 3 clusters Score -1645725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1645724.750000 Penalty: 4809.903320
	Iteration 50F: 3 clusters Score -1645725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Entering Unmasked Estep 
Score: -1360599.875000 Penalty: 2367.644775
	Iteration 0F: 2 clusters Score -1360600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1350291.500000 Penalty: 4735.289551
	Iteration 0F: 3 clusters Score -1350292 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1353776.125000 Penalty: 4735.289551
	Iteration 1F: 3 clusters Score -1353776 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1354489.000000 Penalty: 4735.289551
	Iteration 2F: 3 clusters Score -1354489 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1355187.750000 Penalty: 4735.289551
	Iteration 3F: 3 clusters Score -1355188 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1355939.375000 Penalty: 4735.289551
	Iteration 4F: 3 clusters Score -1355939 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1356719.375000 Penalty: 4735.289551
	Iteration 5F: 3 clusters Score -1356719 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1357355.625000 Penalty: 4735.289551
	Iteration 6F: 3 clusters Score -1357356 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1357825.125000 Penalty: 4735.289551
	Iteration 7F: 3 clusters Score -1357825 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1358139.875000 Penalty: 4735.289551
	Iteration 8Q: 3 clusters Score -1358140 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1358372.375000 Penalty: 4735.289551
	Iteration 9Q: 3 clusters Score -1358372 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1358551.125000 Penalty: 4735.289551
	Iteration 10Q: 3 clusters Score -1358551 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1358696.625000 Penalty: 4735.289551
	Iteration 11Q: 3 clusters Score -1358697 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1358804.625000 Penalty: 4735.289551
	Iteration 12Q: 3 clusters Score -1358805 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1358887.375000 Penalty: 4735.289551
	Iteration 13Q: 3 clusters Score -1358887 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1358950.250000 Penalty: 4735.289551
	Iteration 14Q: 3 clusters Score -1358950 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1358995.250000 Penalty: 4735.289551
	Iteration 15Q: 3 clusters Score -1358995 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1359050.375000 Penalty: 4735.289551
	Iteration 16Q: 3 clusters Score -1359050 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1359108.375000 Penalty: 4735.289551
	Iteration 17Q: 3 clusters Score -1359108 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1359156.625000 Penalty: 4735.289551
	Iteration 18Q: 3 clusters Score -1359157 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1359197.875000 Penalty: 4735.289551
	Iteration 19Q: 3 clusters Score -1359198 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1359233.500000 Penalty: 4735.289551
	Iteration 20F: 3 clusters Score -1359234 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1359258.625000 Penalty: 4735.289551
	Iteration 21Q: 3 clusters Score -1359259 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1359285.875000 Penalty: 4735.289551
	Iteration 22Q: 3 clusters Score -1359286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1359317.250000 Penalty: 4735.289551
	Iteration 23Q: 3 clusters Score -1359317 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1359344.250000 Penalty: 4735.289551
	Iteration 24Q: 3 clusters Score -1359344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1359366.750000 Penalty: 4735.289551
	Iteration 25Q: 3 clusters Score -1359367 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1359400.875000 Penalty: 4735.289551
	Iteration 26Q: 3 clusters Score -1359401 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1359441.750000 Penalty: 4735.289551
	Iteration 27Q: 3 clusters Score -1359442 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1359468.375000 Penalty: 4735.289551
	Iteration 28Q: 3 clusters Score -1359468 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1359490.125000 Penalty: 4735.289551
	Iteration 29Q: 3 clusters Score -1359490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1359511.000000 Penalty: 4735.289551
	Iteration 30Q: 3 clusters Score -1359511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1359536.250000 Penalty: 4735.289551
	Iteration 31Q: 3 clusters Score -1359536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1359553.375000 Penalty: 4735.289551
	Iteration 32Q: 3 clusters Score -1359553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1359570.250000 Penalty: 4735.289551
	Iteration 33Q: 3 clusters Score -1359570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1359579.500000 Penalty: 4735.289551
	Iteration 34Q: 3 clusters Score -1359580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1359594.000000 Penalty: 4735.289551
	Iteration 35Q: 3 clusters Score -1359594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1359613.000000 Penalty: 4735.289551
	Iteration 36Q: 3 clusters Score -1359613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1359636.375000 Penalty: 4735.289551
	Iteration 37Q: 3 clusters Score -1359636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1359650.125000 Penalty: 4735.289551
	Iteration 38Q: 3 clusters Score -1359650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1359654.375000 Penalty: 4735.289551
	Iteration 39Q: 3 clusters Score -1359654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1359666.125000 Penalty: 4735.289551
	Iteration 40F: 3 clusters Score -1359666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1359676.125000 Penalty: 4735.289551
	Iteration 41Q: 3 clusters Score -1359676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1359684.000000 Penalty: 4735.289551
	Iteration 42Q: 3 clusters Score -1359684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1359696.250000 Penalty: 4735.289551
	Iteration 43Q: 3 clusters Score -1359696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1359701.750000 Penalty: 4735.289551
	Iteration 44Q: 3 clusters Score -1359702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1359702.875000 Penalty: 4735.289551
	Iteration 45Q: 3 clusters Score -1359703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1359703.875000 Penalty: 4735.289551
	Iteration 46Q: 3 clusters Score -1359704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1359708.500000 Penalty: 4735.289551
	Iteration 47Q: 3 clusters Score -1359708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1359712.625000 Penalty: 4735.289551
	Iteration 48Q: 3 clusters Score -1359713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1359713.625000 Penalty: 4735.289551
	Iteration 49Q: 3 clusters Score -1359714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1359713.500000 Penalty: 4735.289551
	Iteration 50Q: 3 clusters Score -1359714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1359713.500000 Penalty: 4735.289551
	Iteration 51F: 3 clusters Score -1359714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97831 members 
Entering Unmasked Estep 
Score: -10009412.000000 Penalty: 2849.767090
	Iteration 0F: 2 clusters Score -1.000941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -9943923.000000 Penalty: 5699.534180
	Iteration 0F: 3 clusters Score -9943923 nChanged 46006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -9970542.000000 Penalty: 5699.534180
	Iteration 1F: 3 clusters Score -9970542 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -9971547.000000 Penalty: 5699.534180
	Iteration 2Q: 3 clusters Score -9971547 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -9972805.000000 Penalty: 5699.534180
	Iteration 3Q: 3 clusters Score -9972805 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -9974405.000000 Penalty: 5699.534180
	Iteration 4Q: 3 clusters Score -9974405 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -9976305.000000 Penalty: 5699.534180
	Iteration 5Q: 3 clusters Score -9976305 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -9979017.000000 Penalty: 5699.534180
	Iteration 6F: 3 clusters Score -9979017 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -9982155.000000 Penalty: 5699.534180
	Iteration 7F: 3 clusters Score -9982155 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -9986029.000000 Penalty: 5699.534180
	Iteration 8F: 3 clusters Score -9986029 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 75171 members 
Entering Unmasked Estep 
Score: -9990430.000000 Penalty: 5699.534180
	Iteration 9F: 3 clusters Score -9990430 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
Score: -9994383.000000 Penalty: 5699.534180
	Iteration 10F: 3 clusters Score -9994383 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -9997478.000000 Penalty: 5699.534180
	Iteration 11Q: 3 clusters Score -9997478 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -9999830.000000 Penalty: 5699.534180
	Iteration 12Q: 3 clusters Score -9999830 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 89375 members 
Entering Unmasked Estep 
Score: -10001642.000000 Penalty: 5699.534180
	Iteration 13Q: 3 clusters Score -1.000164e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 91401 members 
Entering Unmasked Estep 
Score: -10003126.000000 Penalty: 5699.534180
	Iteration 14Q: 3 clusters Score -1.000313e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 92984 members 
Entering Unmasked Estep 
Score: -10004246.000000 Penalty: 5699.534180
	Iteration 15Q: 3 clusters Score -1.000425e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 94170 members 
Entering Unmasked Estep 
Score: -10005071.000000 Penalty: 5699.534180
	Iteration 16Q: 3 clusters Score -1.000507e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 95001 members 
Entering Unmasked Estep 
Score: -10005605.000000 Penalty: 5699.534180
	Iteration 17Q: 3 clusters Score -1.00056e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
Score: -10006017.000000 Penalty: 5699.534180
	Iteration 18Q: 3 clusters Score -1.000602e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 96029 members 
Entering Unmasked Estep 
Score: -10006298.000000 Penalty: 5699.534180
	Iteration 19Q: 3 clusters Score -1.00063e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -10006434.000000 Penalty: 5699.534180
	Iteration 20F: 3 clusters Score -1.000643e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 96521 members 
Entering Unmasked Estep 
Score: -10006578.000000 Penalty: 5699.534180
	Iteration 21Q: 3 clusters Score -1.000658e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 96667 members 
Entering Unmasked Estep 
Score: -10006663.000000 Penalty: 5699.534180
	Iteration 22Q: 3 clusters Score -1.000666e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 96779 members 
Entering Unmasked Estep 
Score: -10006725.000000 Penalty: 5699.534180
	Iteration 23Q: 3 clusters Score -1.000672e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 96874 members 
Entering Unmasked Estep 
Score: -10006802.000000 Penalty: 5699.534180
	Iteration 24Q: 3 clusters Score -1.00068e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 96940 members 
Entering Unmasked Estep 
Score: -10006842.000000 Penalty: 5699.534180
	Iteration 25Q: 3 clusters Score -1.000684e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 96991 members 
Entering Unmasked Estep 
Score: -10006879.000000 Penalty: 5699.534180
	Iteration 26Q: 3 clusters Score -1.000688e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 97038 members 
Entering Unmasked Estep 
Score: -10006905.000000 Penalty: 5699.534180
	Iteration 27Q: 3 clusters Score -1.00069e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 97068 members 
Entering Unmasked Estep 
Score: -10006936.000000 Penalty: 5699.534180
	Iteration 28Q: 3 clusters Score -1.000694e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 97091 members 
Entering Unmasked Estep 
Score: -10006941.000000 Penalty: 5699.534180
	Iteration 29Q: 3 clusters Score -1.000694e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 97104 members 
Entering Unmasked Estep 
Score: -10006942.000000 Penalty: 5699.534180
	Iteration 30Q: 3 clusters Score -1.000694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 97111 members 
Entering Unmasked Estep 
Score: -10006956.000000 Penalty: 5699.534180
	Iteration 31Q: 3 clusters Score -1.000696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 97119 members 
Entering Unmasked Estep 
Score: -10006956.000000 Penalty: 5699.534180
	Iteration 32Q: 3 clusters Score -1.000696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 97127 members 
Entering Unmasked Estep 
Score: -10006971.000000 Penalty: 5699.534180
	Iteration 33Q: 3 clusters Score -1.000697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 97137 members 
Entering Unmasked Estep 
Score: -10006970.000000 Penalty: 5699.534180
	Iteration 34Q: 3 clusters Score -1.000697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 97144 members 
Entering Unmasked Estep 
Score: -10006987.000000 Penalty: 5699.534180
	Iteration 35Q: 3 clusters Score -1.000699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 97154 members 
Entering Unmasked Estep 
Score: -10006983.000000 Penalty: 5699.534180
	Iteration 36Q: 3 clusters Score -1.000698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -10006986.000000 Penalty: 5699.534180
	Iteration 37Q: 3 clusters Score -1.000699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 97167 members 
Entering Unmasked Estep 
Score: -10007006.000000 Penalty: 5699.534180
	Iteration 38Q: 3 clusters Score -1.000701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 97168 members 
Entering Unmasked Estep 
Score: -10007003.000000 Penalty: 5699.534180
	Iteration 39Q: 3 clusters Score -1.0007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 97171 members 
Entering Unmasked Estep 
Score: -10007003.000000 Penalty: 5699.534180
	Iteration 40F: 3 clusters Score -1.0007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 97174 members 
Entering Unmasked Estep 
Score: -10007008.000000 Penalty: 5699.534180
	Iteration 41Q: 3 clusters Score -1.000701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 97177 members 
Entering Unmasked Estep 
Score: -10007018.000000 Penalty: 5699.534180
	Iteration 42Q: 3 clusters Score -1.000702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 97177 members 
Entering Unmasked Estep 
Score: -10007018.000000 Penalty: 5699.534180
	Iteration 43F: 3 clusters Score -1.000702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Entering Unmasked Estep 
Score: -1370236.375000 Penalty: 2367.574219
	Iteration 0F: 2 clusters Score -1370236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1359944.750000 Penalty: 4735.148438
	Iteration 0F: 3 clusters Score -1359945 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1363154.000000 Penalty: 4735.148438
	Iteration 1F: 3 clusters Score -1363154 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1363597.750000 Penalty: 4735.148438
	Iteration 2F: 3 clusters Score -1363598 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1363992.875000 Penalty: 4735.148438
	Iteration 3F: 3 clusters Score -1363993 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1364333.875000 Penalty: 4735.148438
	Iteration 4Q: 3 clusters Score -1364334 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1364631.750000 Penalty: 4735.148438
	Iteration 5Q: 3 clusters Score -1364632 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1364863.875000 Penalty: 4735.148438
	Iteration 6Q: 3 clusters Score -1364864 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1365055.375000 Penalty: 4735.148438
	Iteration 7Q: 3 clusters Score -1365055 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1365252.250000 Penalty: 4735.148438
	Iteration 8Q: 3 clusters Score -1365252 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1365467.375000 Penalty: 4735.148438
	Iteration 9Q: 3 clusters Score -1365467 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1365692.375000 Penalty: 4735.148438
	Iteration 10Q: 3 clusters Score -1365692 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1365935.625000 Penalty: 4735.148438
	Iteration 11Q: 3 clusters Score -1365936 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1366201.375000 Penalty: 4735.148438
	Iteration 12Q: 3 clusters Score -1366201 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1366447.125000 Penalty: 4735.148438
	Iteration 13Q: 3 clusters Score -1366447 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1366670.750000 Penalty: 4735.148438
	Iteration 14Q: 3 clusters Score -1366671 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1366863.000000 Penalty: 4735.148438
	Iteration 15Q: 3 clusters Score -1366863 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1367003.875000 Penalty: 4735.148438
	Iteration 16Q: 3 clusters Score -1367004 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1367090.875000 Penalty: 4735.148438
	Iteration 17Q: 3 clusters Score -1367091 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1367146.750000 Penalty: 4735.148438
	Iteration 18Q: 3 clusters Score -1367147 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1367186.375000 Penalty: 4735.148438
	Iteration 19Q: 3 clusters Score -1367186 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1367221.750000 Penalty: 4735.148438
	Iteration 20F: 3 clusters Score -1367222 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1367246.500000 Penalty: 4735.148438
	Iteration 21Q: 3 clusters Score -1367246 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1367271.000000 Penalty: 4735.148438
	Iteration 22Q: 3 clusters Score -1367271 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1367291.875000 Penalty: 4735.148438
	Iteration 23Q: 3 clusters Score -1367292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1367308.125000 Penalty: 4735.148438
	Iteration 24Q: 3 clusters Score -1367308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1367311.500000 Penalty: 4735.148438
	Iteration 25Q: 3 clusters Score -1367312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1367321.500000 Penalty: 4735.148438
	Iteration 26Q: 3 clusters Score -1367322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1367330.000000 Penalty: 4735.148438
	Iteration 27Q: 3 clusters Score -1367330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1367336.250000 Penalty: 4735.148438
	Iteration 28Q: 3 clusters Score -1367336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1367345.500000 Penalty: 4735.148438
	Iteration 29Q: 3 clusters Score -1367346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1367354.125000 Penalty: 4735.148438
	Iteration 30Q: 3 clusters Score -1367354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1367363.500000 Penalty: 4735.148438
	Iteration 31Q: 3 clusters Score -1367364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1367369.375000 Penalty: 4735.148438
	Iteration 32Q: 3 clusters Score -1367369 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1367382.500000 Penalty: 4735.148438
	Iteration 33Q: 3 clusters Score -1367382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1367395.125000 Penalty: 4735.148438
	Iteration 34Q: 3 clusters Score -1367395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1367397.125000 Penalty: 4735.148438
	Iteration 35Q: 3 clusters Score -1367397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1367413.500000 Penalty: 4735.148438
	Iteration 36Q: 3 clusters Score -1367414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1367413.625000 Penalty: 4735.148438
	Iteration 37Q: 3 clusters Score -1367414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1367422.000000 Penalty: 4735.148438
	Iteration 38Q: 3 clusters Score -1367422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1367422.000000 Penalty: 4735.148438
	Iteration 39Q: 3 clusters Score -1367422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1367424.250000 Penalty: 4735.148438
	Iteration 40F: 3 clusters Score -1367424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1367428.875000 Penalty: 4735.148438
	Iteration 41Q: 3 clusters Score -1367429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1367429.500000 Penalty: 4735.148438
	Iteration 42Q: 3 clusters Score -1367430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1367441.625000 Penalty: 4735.148438
	Iteration 43Q: 3 clusters Score -1367442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1367443.000000 Penalty: 4735.148438
	Iteration 44Q: 3 clusters Score -1367443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1367446.625000 Penalty: 4735.148438
	Iteration 45Q: 3 clusters Score -1367447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1367448.875000 Penalty: 4735.148438
	Iteration 46Q: 3 clusters Score -1367449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1367452.375000 Penalty: 4735.148438
	Iteration 47Q: 3 clusters Score -1367452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1367453.750000 Penalty: 4735.148438
	Iteration 48Q: 3 clusters Score -1367454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1367455.500000 Penalty: 4735.148438
	Iteration 49Q: 3 clusters Score -1367456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1367462.875000 Penalty: 4735.148438
	Iteration 50Q: 3 clusters Score -1367463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1367465.875000 Penalty: 4735.148438
	Iteration 51Q: 3 clusters Score -1367466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1367465.500000 Penalty: 4735.148438
	Iteration 52Q: 3 clusters Score -1367466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1367466.750000 Penalty: 4735.148438
	Iteration 53Q: 3 clusters Score -1367467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1367466.375000 Penalty: 4735.148438
	Iteration 54Q: 3 clusters Score -1367466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1367466.750000 Penalty: 4735.148438
	Iteration 55Q: 3 clusters Score -1367467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1367465.250000 Penalty: 4735.148438
	Iteration 56Q: 3 clusters Score -1367465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1367465.250000 Penalty: 4735.148438
	Iteration 57F: 3 clusters Score -1367465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Entering Unmasked Estep 
Score: -4488606.000000 Penalty: 2653.208984
	Iteration 0F: 2 clusters Score -4488606 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 22052 members 
Entering Unmasked Estep 
Score: -4458589.500000 Penalty: 5306.417969
	Iteration 0F: 3 clusters Score -4458590 nChanged 20520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -4469698.000000 Penalty: 5306.417969
	Iteration 1F: 3 clusters Score -4469698 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -4470178.000000 Penalty: 5306.417969
	Iteration 2Q: 3 clusters Score -4470178 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -4470655.000000 Penalty: 5306.417969
	Iteration 3Q: 3 clusters Score -4470655 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -4471135.500000 Penalty: 5306.417969
	Iteration 4Q: 3 clusters Score -4471136 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -4471720.000000 Penalty: 5306.417969
	Iteration 5Q: 3 clusters Score -4471720 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -4472554.500000 Penalty: 5306.417969
	Iteration 6Q: 3 clusters Score -4472554 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -4473837.000000 Penalty: 5306.417969
	Iteration 7F: 3 clusters Score -4473837 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -4475837.500000 Penalty: 5306.417969
	Iteration 8F: 3 clusters Score -4475838 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -4478658.500000 Penalty: 5306.417969
	Iteration 9F: 3 clusters Score -4478658 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4481713.500000 Penalty: 5306.417969
	Iteration 10F: 3 clusters Score -4481714 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4484042.500000 Penalty: 5306.417969
	Iteration 11F: 3 clusters Score -4484042 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4485321.000000 Penalty: 5306.417969
	Iteration 12Q: 3 clusters Score -4485321 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4485834.000000 Penalty: 5306.417969
	Iteration 13Q: 3 clusters Score -4485834 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4486035.000000 Penalty: 5306.417969
	Iteration 14Q: 3 clusters Score -4486035 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4486144.000000 Penalty: 5306.417969
	Iteration 15Q: 3 clusters Score -4486144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4486183.000000 Penalty: 5306.417969
	Iteration 16Q: 3 clusters Score -4486183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4486201.500000 Penalty: 5306.417969
	Iteration 17Q: 3 clusters Score -4486202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4486219.000000 Penalty: 5306.417969
	Iteration 18Q: 3 clusters Score -4486219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4486236.500000 Penalty: 5306.417969
	Iteration 19Q: 3 clusters Score -4486236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4486242.000000 Penalty: 5306.417969
	Iteration 20F: 3 clusters Score -4486242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4486243.500000 Penalty: 5306.417969
	Iteration 21Q: 3 clusters Score -4486244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4486245.000000 Penalty: 5306.417969
	Iteration 22Q: 3 clusters Score -4486245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4486249.000000 Penalty: 5306.417969
	Iteration 23Q: 3 clusters Score -4486249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4486252.000000 Penalty: 5306.417969
	Iteration 24Q: 3 clusters Score -4486252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4486252.000000 Penalty: 5306.417969
	Iteration 25F: 3 clusters Score -4486252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Entering Unmasked Estep 
Score: -1122374.250000 Penalty: 2312.844971
	Iteration 0F: 2 clusters Score -1122374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1113970.375000 Penalty: 4625.689941
	Iteration 0F: 3 clusters Score -1113970 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1116479.125000 Penalty: 4625.689941
	Iteration 1F: 3 clusters Score -1116479 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1116789.625000 Penalty: 4625.689941
	Iteration 2F: 3 clusters Score -1116790 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1117094.375000 Penalty: 4625.689941
	Iteration 3Q: 3 clusters Score -1117094 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1117378.750000 Penalty: 4625.689941
	Iteration 4Q: 3 clusters Score -1117379 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1117628.875000 Penalty: 4625.689941
	Iteration 5Q: 3 clusters Score -1117629 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1117909.250000 Penalty: 4625.689941
	Iteration 6Q: 3 clusters Score -1117909 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1118257.625000 Penalty: 4625.689941
	Iteration 7Q: 3 clusters Score -1118258 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1118597.625000 Penalty: 4625.689941
	Iteration 8Q: 3 clusters Score -1118598 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1118876.625000 Penalty: 4625.689941
	Iteration 9Q: 3 clusters Score -1118877 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1119121.875000 Penalty: 4625.689941
	Iteration 10Q: 3 clusters Score -1119122 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1119363.375000 Penalty: 4625.689941
	Iteration 11Q: 3 clusters Score -1119363 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1119610.500000 Penalty: 4625.689941
	Iteration 12Q: 3 clusters Score -1119610 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1119852.500000 Penalty: 4625.689941
	Iteration 13Q: 3 clusters Score -1119852 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1120048.125000 Penalty: 4625.689941
	Iteration 14Q: 3 clusters Score -1120048 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1120183.875000 Penalty: 4625.689941
	Iteration 15Q: 3 clusters Score -1120184 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1120287.250000 Penalty: 4625.689941
	Iteration 16Q: 3 clusters Score -1120287 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1120370.875000 Penalty: 4625.689941
	Iteration 17Q: 3 clusters Score -1120371 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1120452.500000 Penalty: 4625.689941
	Iteration 18Q: 3 clusters Score -1120452 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1120514.875000 Penalty: 4625.689941
	Iteration 19Q: 3 clusters Score -1120515 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1120566.000000 Penalty: 4625.689941
	Iteration 20F: 3 clusters Score -1120566 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1120604.250000 Penalty: 4625.689941
	Iteration 21Q: 3 clusters Score -1120604 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1120628.625000 Penalty: 4625.689941
	Iteration 22Q: 3 clusters Score -1120629 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1120649.500000 Penalty: 4625.689941
	Iteration 23Q: 3 clusters Score -1120650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1120663.750000 Penalty: 4625.689941
	Iteration 24Q: 3 clusters Score -1120664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1120673.125000 Penalty: 4625.689941
	Iteration 25Q: 3 clusters Score -1120673 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1120684.000000 Penalty: 4625.689941
	Iteration 26Q: 3 clusters Score -1120684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1120690.875000 Penalty: 4625.689941
	Iteration 27Q: 3 clusters Score -1120691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1120703.625000 Penalty: 4625.689941
	Iteration 28Q: 3 clusters Score -1120704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1120707.750000 Penalty: 4625.689941
	Iteration 29Q: 3 clusters Score -1120708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1120717.625000 Penalty: 4625.689941
	Iteration 30Q: 3 clusters Score -1120718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1120726.250000 Penalty: 4625.689941
	Iteration 31Q: 3 clusters Score -1120726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1120740.125000 Penalty: 4625.689941
	Iteration 32Q: 3 clusters Score -1120740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1120749.250000 Penalty: 4625.689941
	Iteration 33Q: 3 clusters Score -1120749 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1120759.875000 Penalty: 4625.689941
	Iteration 34Q: 3 clusters Score -1120760 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1120770.250000 Penalty: 4625.689941
	Iteration 35Q: 3 clusters Score -1120770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1120780.750000 Penalty: 4625.689941
	Iteration 36Q: 3 clusters Score -1120781 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1120792.375000 Penalty: 4625.689941
	Iteration 37Q: 3 clusters Score -1120792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1120802.750000 Penalty: 4625.689941
	Iteration 38Q: 3 clusters Score -1120803 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1120818.375000 Penalty: 4625.689941
	Iteration 39Q: 3 clusters Score -1120818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1120830.500000 Penalty: 4625.689941
	Iteration 40F: 3 clusters Score -1120830 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1120842.875000 Penalty: 4625.689941
	Iteration 41Q: 3 clusters Score -1120843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1120857.875000 Penalty: 4625.689941
	Iteration 42Q: 3 clusters Score -1120858 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1120884.000000 Penalty: 4625.689941
	Iteration 43Q: 3 clusters Score -1120884 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1120901.250000 Penalty: 4625.689941
	Iteration 44Q: 3 clusters Score -1120901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1120922.625000 Penalty: 4625.689941
	Iteration 45Q: 3 clusters Score -1120923 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1120946.500000 Penalty: 4625.689941
	Iteration 46Q: 3 clusters Score -1120946 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1120972.750000 Penalty: 4625.689941
	Iteration 47Q: 3 clusters Score -1120973 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1121009.000000 Penalty: 4625.689941
	Iteration 48Q: 3 clusters Score -1121009 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1121046.625000 Penalty: 4625.689941
	Iteration 49Q: 3 clusters Score -1121047 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1121087.750000 Penalty: 4625.689941
	Iteration 50Q: 3 clusters Score -1121088 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1121131.500000 Penalty: 4625.689941
	Iteration 51Q: 3 clusters Score -1121132 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1121183.625000 Penalty: 4625.689941
	Iteration 52Q: 3 clusters Score -1121184 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1121249.125000 Penalty: 4625.689941
	Iteration 53Q: 3 clusters Score -1121249 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1121321.000000 Penalty: 4625.689941
	Iteration 54Q: 3 clusters Score -1121321 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1121410.625000 Penalty: 4625.689941
	Iteration 55Q: 3 clusters Score -1121411 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1121513.625000 Penalty: 4625.689941
	Iteration 56Q: 3 clusters Score -1121514 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1121594.875000 Penalty: 4625.689941
	Iteration 57Q: 3 clusters Score -1121595 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1121668.625000 Penalty: 4625.689941
	Iteration 58Q: 3 clusters Score -1121669 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1121730.000000 Penalty: 4625.689941
	Iteration 59Q: 3 clusters Score -1121730 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1121776.000000 Penalty: 4625.689941
	Iteration 60F: 3 clusters Score -1121776 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1121825.500000 Penalty: 4625.689941
	Iteration 61Q: 3 clusters Score -1121826 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1121859.750000 Penalty: 4625.689941
	Iteration 62Q: 3 clusters Score -1121860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1121885.625000 Penalty: 4625.689941
	Iteration 63Q: 3 clusters Score -1121886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1121901.000000 Penalty: 4625.689941
	Iteration 64Q: 3 clusters Score -1121901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1121908.000000 Penalty: 4625.689941
	Iteration 65Q: 3 clusters Score -1121908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1121917.000000 Penalty: 4625.689941
	Iteration 66Q: 3 clusters Score -1121917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1121923.250000 Penalty: 4625.689941
	Iteration 67Q: 3 clusters Score -1121923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1121922.625000 Penalty: 4625.689941
	Iteration 68Q: 3 clusters Score -1121923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1121928.000000 Penalty: 4625.689941
	Iteration 69Q: 3 clusters Score -1121928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1121930.750000 Penalty: 4625.689941
	Iteration 70Q: 3 clusters Score -1121931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1121933.750000 Penalty: 4625.689941
	Iteration 71Q: 3 clusters Score -1121934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1121938.750000 Penalty: 4625.689941
	Iteration 72Q: 3 clusters Score -1121939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1121937.250000 Penalty: 4625.689941
	Iteration 73Q: 3 clusters Score -1121937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1121938.875000 Penalty: 4625.689941
	Iteration 74Q: 3 clusters Score -1121939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1121939.000000 Penalty: 4625.689941
	Iteration 75Q: 3 clusters Score -1121939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1121942.000000 Penalty: 4625.689941
	Iteration 76Q: 3 clusters Score -1121942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1121941.625000 Penalty: 4625.689941
	Iteration 77Q: 3 clusters Score -1121942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1121942.375000 Penalty: 4625.689941
	Iteration 78Q: 3 clusters Score -1121942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1121942.625000 Penalty: 4625.689941
	Iteration 79Q: 3 clusters Score -1121943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1121942.500000 Penalty: 4625.689941
	Iteration 80F: 3 clusters Score -1121942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1121942.875000 Penalty: 4625.689941
	Iteration 81Q: 3 clusters Score -1121943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1121942.875000 Penalty: 4625.689941
	Iteration 82F: 3 clusters Score -1121943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Entering Unmasked Estep 
Score: -2548884.250000 Penalty: 2509.652344
	Iteration 0F: 2 clusters Score -2548884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2531616.500000 Penalty: 5019.304688
	Iteration 0F: 3 clusters Score -2531616 nChanged 11073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2537696.750000 Penalty: 5019.304688
	Iteration 1F: 3 clusters Score -2537697 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2538082.250000 Penalty: 5019.304688
	Iteration 2Q: 3 clusters Score -2538082 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2538433.500000 Penalty: 5019.304688
	Iteration 3Q: 3 clusters Score -2538434 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2538764.500000 Penalty: 5019.304688
	Iteration 4Q: 3 clusters Score -2538764 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2539083.500000 Penalty: 5019.304688
	Iteration 5Q: 3 clusters Score -2539084 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2539423.750000 Penalty: 5019.304688
	Iteration 6Q: 3 clusters Score -2539424 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2539757.500000 Penalty: 5019.304688
	Iteration 7Q: 3 clusters Score -2539758 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2540079.500000 Penalty: 5019.304688
	Iteration 8Q: 3 clusters Score -2540080 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2540436.500000 Penalty: 5019.304688
	Iteration 9Q: 3 clusters Score -2540436 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2540803.000000 Penalty: 5019.304688
	Iteration 10Q: 3 clusters Score -2540803 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2541183.750000 Penalty: 5019.304688
	Iteration 11Q: 3 clusters Score -2541184 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2541661.250000 Penalty: 5019.304688
	Iteration 12Q: 3 clusters Score -2541661 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2542257.500000 Penalty: 5019.304688
	Iteration 13Q: 3 clusters Score -2542258 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2542927.750000 Penalty: 5019.304688
	Iteration 14Q: 3 clusters Score -2542928 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2543657.750000 Penalty: 5019.304688
	Iteration 15Q: 3 clusters Score -2543658 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2544387.750000 Penalty: 5019.304688
	Iteration 16Q: 3 clusters Score -2544388 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -2544965.000000 Penalty: 5019.304688
	Iteration 17Q: 3 clusters Score -2544965 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -2545447.500000 Penalty: 5019.304688
	Iteration 18Q: 3 clusters Score -2545448 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2545813.750000 Penalty: 5019.304688
	Iteration 19Q: 3 clusters Score -2545814 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2546057.750000 Penalty: 5019.304688
	Iteration 20F: 3 clusters Score -2546058 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -2546243.250000 Penalty: 5019.304688
	Iteration 21Q: 3 clusters Score -2546243 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -2546386.750000 Penalty: 5019.304688
	Iteration 22Q: 3 clusters Score -2546387 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -2546483.000000 Penalty: 5019.304688
	Iteration 23Q: 3 clusters Score -2546483 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -2546555.000000 Penalty: 5019.304688
	Iteration 24Q: 3 clusters Score -2546555 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2546606.500000 Penalty: 5019.304688
	Iteration 25Q: 3 clusters Score -2546606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -2546644.250000 Penalty: 5019.304688
	Iteration 26Q: 3 clusters Score -2546644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -2546669.500000 Penalty: 5019.304688
	Iteration 27Q: 3 clusters Score -2546670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2546688.750000 Penalty: 5019.304688
	Iteration 28Q: 3 clusters Score -2546689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -2546707.750000 Penalty: 5019.304688
	Iteration 29Q: 3 clusters Score -2546708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -2546720.250000 Penalty: 5019.304688
	Iteration 30Q: 3 clusters Score -2546720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -2546729.000000 Penalty: 5019.304688
	Iteration 31Q: 3 clusters Score -2546729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2546738.250000 Penalty: 5019.304688
	Iteration 32Q: 3 clusters Score -2546738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -2546742.000000 Penalty: 5019.304688
	Iteration 33Q: 3 clusters Score -2546742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -2546746.500000 Penalty: 5019.304688
	Iteration 34Q: 3 clusters Score -2546746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2546748.250000 Penalty: 5019.304688
	Iteration 35Q: 3 clusters Score -2546748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2546748.250000 Penalty: 5019.304688
	Iteration 36F: 3 clusters Score -2546748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Entering Unmasked Estep 
Score: -1530790.500000 Penalty: 2394.685059
	Iteration 0F: 2 clusters Score -1530790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1519512.750000 Penalty: 4789.370117
	Iteration 0F: 3 clusters Score -1519513 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1523189.500000 Penalty: 4789.370117
	Iteration 1F: 3 clusters Score -1523190 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1523723.375000 Penalty: 4789.370117
	Iteration 2F: 3 clusters Score -1523723 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1524177.250000 Penalty: 4789.370117
	Iteration 3F: 3 clusters Score -1524177 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1524575.375000 Penalty: 4789.370117
	Iteration 4F: 3 clusters Score -1524575 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1524936.375000 Penalty: 4789.370117
	Iteration 5Q: 3 clusters Score -1524936 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1525329.250000 Penalty: 4789.370117
	Iteration 6Q: 3 clusters Score -1525329 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1525766.250000 Penalty: 4789.370117
	Iteration 7Q: 3 clusters Score -1525766 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1526274.500000 Penalty: 4789.370117
	Iteration 8Q: 3 clusters Score -1526274 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1526795.125000 Penalty: 4789.370117
	Iteration 9Q: 3 clusters Score -1526795 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1527252.000000 Penalty: 4789.370117
	Iteration 10Q: 3 clusters Score -1527252 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1527593.500000 Penalty: 4789.370117
	Iteration 11Q: 3 clusters Score -1527594 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1527849.875000 Penalty: 4789.370117
	Iteration 12Q: 3 clusters Score -1527850 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1528009.250000 Penalty: 4789.370117
	Iteration 13Q: 3 clusters Score -1528009 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1528110.125000 Penalty: 4789.370117
	Iteration 14Q: 3 clusters Score -1528110 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1528193.125000 Penalty: 4789.370117
	Iteration 15Q: 3 clusters Score -1528193 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1528256.625000 Penalty: 4789.370117
	Iteration 16Q: 3 clusters Score -1528257 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1528302.500000 Penalty: 4789.370117
	Iteration 17Q: 3 clusters Score -1528302 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1528344.375000 Penalty: 4789.370117
	Iteration 18Q: 3 clusters Score -1528344 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1528384.500000 Penalty: 4789.370117
	Iteration 19Q: 3 clusters Score -1528384 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1528407.750000 Penalty: 4789.370117
	Iteration 20F: 3 clusters Score -1528408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1528433.125000 Penalty: 4789.370117
	Iteration 21Q: 3 clusters Score -1528433 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1528453.750000 Penalty: 4789.370117
	Iteration 22Q: 3 clusters Score -1528454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1528476.750000 Penalty: 4789.370117
	Iteration 23Q: 3 clusters Score -1528477 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1528488.875000 Penalty: 4789.370117
	Iteration 24Q: 3 clusters Score -1528489 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1528501.000000 Penalty: 4789.370117
	Iteration 25Q: 3 clusters Score -1528501 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1528524.250000 Penalty: 4789.370117
	Iteration 26Q: 3 clusters Score -1528524 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1528536.500000 Penalty: 4789.370117
	Iteration 27Q: 3 clusters Score -1528536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1528554.875000 Penalty: 4789.370117
	Iteration 28Q: 3 clusters Score -1528555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1528560.125000 Penalty: 4789.370117
	Iteration 29Q: 3 clusters Score -1528560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1528566.250000 Penalty: 4789.370117
	Iteration 30Q: 3 clusters Score -1528566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1528584.250000 Penalty: 4789.370117
	Iteration 31Q: 3 clusters Score -1528584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1528597.000000 Penalty: 4789.370117
	Iteration 32Q: 3 clusters Score -1528597 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1528605.500000 Penalty: 4789.370117
	Iteration 33Q: 3 clusters Score -1528606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1528620.875000 Penalty: 4789.370117
	Iteration 34Q: 3 clusters Score -1528621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1528637.875000 Penalty: 4789.370117
	Iteration 35Q: 3 clusters Score -1528638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1528651.125000 Penalty: 4789.370117
	Iteration 36Q: 3 clusters Score -1528651 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1528657.875000 Penalty: 4789.370117
	Iteration 37Q: 3 clusters Score -1528658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1528671.250000 Penalty: 4789.370117
	Iteration 38Q: 3 clusters Score -1528671 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1528687.500000 Penalty: 4789.370117
	Iteration 39Q: 3 clusters Score -1528688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1528697.875000 Penalty: 4789.370117
	Iteration 40F: 3 clusters Score -1528698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1528702.875000 Penalty: 4789.370117
	Iteration 41Q: 3 clusters Score -1528703 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1528716.750000 Penalty: 4789.370117
	Iteration 42Q: 3 clusters Score -1528717 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1528728.000000 Penalty: 4789.370117
	Iteration 43Q: 3 clusters Score -1528728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1528735.875000 Penalty: 4789.370117
	Iteration 44Q: 3 clusters Score -1528736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1528749.000000 Penalty: 4789.370117
	Iteration 45Q: 3 clusters Score -1528749 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1528766.125000 Penalty: 4789.370117
	Iteration 46Q: 3 clusters Score -1528766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1528773.000000 Penalty: 4789.370117
	Iteration 47Q: 3 clusters Score -1528773 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1528783.125000 Penalty: 4789.370117
	Iteration 48Q: 3 clusters Score -1528783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1528791.875000 Penalty: 4789.370117
	Iteration 49Q: 3 clusters Score -1528792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1528800.375000 Penalty: 4789.370117
	Iteration 50Q: 3 clusters Score -1528800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1528811.750000 Penalty: 4789.370117
	Iteration 51Q: 3 clusters Score -1528812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1528819.000000 Penalty: 4789.370117
	Iteration 52Q: 3 clusters Score -1528819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1528818.375000 Penalty: 4789.370117
	Iteration 53Q: 3 clusters Score -1528818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1528824.000000 Penalty: 4789.370117
	Iteration 54Q: 3 clusters Score -1528824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1528826.625000 Penalty: 4789.370117
	Iteration 55Q: 3 clusters Score -1528827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1528834.625000 Penalty: 4789.370117
	Iteration 56Q: 3 clusters Score -1528835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1528835.625000 Penalty: 4789.370117
	Iteration 57Q: 3 clusters Score -1528836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1528837.375000 Penalty: 4789.370117
	Iteration 58Q: 3 clusters Score -1528837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1528834.750000 Penalty: 4789.370117
	Iteration 59Q: 3 clusters Score -1528835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1528838.125000 Penalty: 4789.370117
	Iteration 60F: 3 clusters Score -1528838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1528840.000000 Penalty: 4789.370117
	Iteration 61Q: 3 clusters Score -1528840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1528841.250000 Penalty: 4789.370117
	Iteration 62Q: 3 clusters Score -1528841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1528840.875000 Penalty: 4789.370117
	Iteration 63Q: 3 clusters Score -1528841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1528839.750000 Penalty: 4789.370117
	Iteration 64Q: 3 clusters Score -1528840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1528842.875000 Penalty: 4789.370117
	Iteration 65Q: 3 clusters Score -1528843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1528841.875000 Penalty: 4789.370117
	Iteration 66Q: 3 clusters Score -1528842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1528842.875000 Penalty: 4789.370117
	Iteration 67Q: 3 clusters Score -1528843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1528842.500000 Penalty: 4789.370117
	Iteration 68Q: 3 clusters Score -1528842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1528842.125000 Penalty: 4789.370117
	Iteration 69Q: 3 clusters Score -1528842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1528845.250000 Penalty: 4789.370117
	Iteration 70Q: 3 clusters Score -1528845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1528846.875000 Penalty: 4789.370117
	Iteration 71Q: 3 clusters Score -1528847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1528849.000000 Penalty: 4789.370117
	Iteration 72Q: 3 clusters Score -1528849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1528851.375000 Penalty: 4789.370117
	Iteration 73Q: 3 clusters Score -1528851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1528850.625000 Penalty: 4789.370117
	Iteration 74Q: 3 clusters Score -1528851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1528849.125000 Penalty: 4789.370117
	Iteration 75Q: 3 clusters Score -1528849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1528849.125000 Penalty: 4789.370117
	Iteration 76F: 3 clusters Score -1528849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (200050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200050 members 
Entering Unmasked Estep 
Score: -20167112.000000 Penalty: 3027.167969
	Iteration 0F: 2 clusters Score -2.016711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100038 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -20032758.000000 Penalty: 6054.335938
	Iteration 0F: 3 clusters Score -2.003276e+07 nChanged 96540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101036 members 
Mstep: Class 2 contains 99014 members 
Entering Unmasked Estep 
Score: -20089512.000000 Penalty: 6054.335938
	Iteration 1F: 3 clusters Score -2.008951e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101709 members 
Mstep: Class 2 contains 98341 members 
Entering Unmasked Estep 
Score: -20090206.000000 Penalty: 6054.335938
	Iteration 2Q: 3 clusters Score -2.009021e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102573 members 
Mstep: Class 2 contains 97477 members 
Entering Unmasked Estep 
Score: -20091176.000000 Penalty: 6054.335938
	Iteration 3Q: 3 clusters Score -2.009118e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103983 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -20092370.000000 Penalty: 6054.335938
	Iteration 4Q: 3 clusters Score -2.009237e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105951 members 
Mstep: Class 2 contains 94099 members 
Entering Unmasked Estep 
Score: -20093934.000000 Penalty: 6054.335938
	Iteration 5Q: 3 clusters Score -2.009393e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109001 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -20096410.000000 Penalty: 6054.335938
	Iteration 6Q: 3 clusters Score -2.009641e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113470 members 
Mstep: Class 2 contains 86580 members 
Entering Unmasked Estep 
Score: -20100004.000000 Penalty: 6054.335938
	Iteration 7Q: 3 clusters Score -2.01e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119617 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -20105628.000000 Penalty: 6054.335938
	Iteration 8F: 3 clusters Score -2.010563e+07 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127140 members 
Mstep: Class 2 contains 72910 members 
Entering Unmasked Estep 
Score: -20113672.000000 Penalty: 6054.335938
	Iteration 9F: 3 clusters Score -2.011367e+07 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134986 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -20123272.000000 Penalty: 6054.335938
	Iteration 10F: 3 clusters Score -2.012327e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141544 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -20131946.000000 Penalty: 6054.335938
	Iteration 11F: 3 clusters Score -2.013195e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146497 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -20137140.000000 Penalty: 6054.335938
	Iteration 12Q: 3 clusters Score -2.013714e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150784 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -20140004.000000 Penalty: 6054.335938
	Iteration 13Q: 3 clusters Score -2.014e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155085 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -20141900.000000 Penalty: 6054.335938
	Iteration 14Q: 3 clusters Score -2.01419e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159499 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -20143916.000000 Penalty: 6054.335938
	Iteration 15Q: 3 clusters Score -2.014392e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163761 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -20145746.000000 Penalty: 6054.335938
	Iteration 16Q: 3 clusters Score -2.014575e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167947 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -20147760.000000 Penalty: 6054.335938
	Iteration 17Q: 3 clusters Score -2.014776e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171913 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -20149850.000000 Penalty: 6054.335938
	Iteration 18Q: 3 clusters Score -2.014985e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175586 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -20151868.000000 Penalty: 6054.335938
	Iteration 19Q: 3 clusters Score -2.015187e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178929 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -20153780.000000 Penalty: 6054.335938
	Iteration 20F: 3 clusters Score -2.015378e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181814 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -20155212.000000 Penalty: 6054.335938
	Iteration 21Q: 3 clusters Score -2.015521e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184396 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -20156716.000000 Penalty: 6054.335938
	Iteration 22Q: 3 clusters Score -2.015672e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186660 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -20157924.000000 Penalty: 6054.335938
	Iteration 23Q: 3 clusters Score -2.015792e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188560 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -20158862.000000 Penalty: 6054.335938
	Iteration 24Q: 3 clusters Score -2.015886e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190200 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -20159842.000000 Penalty: 6054.335938
	Iteration 25Q: 3 clusters Score -2.015984e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191572 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -20160580.000000 Penalty: 6054.335938
	Iteration 26Q: 3 clusters Score -2.016058e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192726 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -20161266.000000 Penalty: 6054.335938
	Iteration 27Q: 3 clusters Score -2.016127e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193705 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -20161836.000000 Penalty: 6054.335938
	Iteration 28Q: 3 clusters Score -2.016184e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194533 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -20162310.000000 Penalty: 6054.335938
	Iteration 29Q: 3 clusters Score -2.016231e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195197 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -20162672.000000 Penalty: 6054.335938
	Iteration 30Q: 3 clusters Score -2.016267e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195781 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -20163032.000000 Penalty: 6054.335938
	Iteration 31Q: 3 clusters Score -2.016303e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196291 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -20163298.000000 Penalty: 6054.335938
	Iteration 32Q: 3 clusters Score -2.01633e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196669 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -20163482.000000 Penalty: 6054.335938
	Iteration 33Q: 3 clusters Score -2.016348e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197029 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -20163612.000000 Penalty: 6054.335938
	Iteration 34Q: 3 clusters Score -2.016361e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197327 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -20163794.000000 Penalty: 6054.335938
	Iteration 35Q: 3 clusters Score -2.016379e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197570 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -20163836.000000 Penalty: 6054.335938
	Iteration 36Q: 3 clusters Score -2.016384e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197762 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -20163934.000000 Penalty: 6054.335938
	Iteration 37Q: 3 clusters Score -2.016393e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197923 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -20164036.000000 Penalty: 6054.335938
	Iteration 38Q: 3 clusters Score -2.016404e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198057 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -20164080.000000 Penalty: 6054.335938
	Iteration 39Q: 3 clusters Score -2.016408e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198168 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -20164146.000000 Penalty: 6054.335938
	Iteration 40F: 3 clusters Score -2.016415e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198259 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -20164218.000000 Penalty: 6054.335938
	Iteration 41Q: 3 clusters Score -2.016422e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198332 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -20164276.000000 Penalty: 6054.335938
	Iteration 42Q: 3 clusters Score -2.016428e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198395 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -20164304.000000 Penalty: 6054.335938
	Iteration 43Q: 3 clusters Score -2.01643e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198453 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -20164284.000000 Penalty: 6054.335938
	Iteration 44Q: 3 clusters Score -2.016428e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198491 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -20164292.000000 Penalty: 6054.335938
	Iteration 45Q: 3 clusters Score -2.016429e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198516 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -20164292.000000 Penalty: 6054.335938
	Iteration 46Q: 3 clusters Score -2.016429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198542 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -20164300.000000 Penalty: 6054.335938
	Iteration 47Q: 3 clusters Score -2.01643e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198577 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -20164320.000000 Penalty: 6054.335938
	Iteration 48Q: 3 clusters Score -2.016432e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198613 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -20164354.000000 Penalty: 6054.335938
	Iteration 49Q: 3 clusters Score -2.016435e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198645 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -20164368.000000 Penalty: 6054.335938
	Iteration 50Q: 3 clusters Score -2.016437e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198679 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -20164392.000000 Penalty: 6054.335938
	Iteration 51Q: 3 clusters Score -2.016439e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198702 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -20164400.000000 Penalty: 6054.335938
	Iteration 52Q: 3 clusters Score -2.01644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198727 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20164398.000000 Penalty: 6054.335938
	Iteration 53Q: 3 clusters Score -2.01644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198748 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -20164378.000000 Penalty: 6054.335938
	Iteration 54Q: 3 clusters Score -2.016438e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198769 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -20164410.000000 Penalty: 6054.335938
	Iteration 55Q: 3 clusters Score -2.016441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198793 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -20164428.000000 Penalty: 6054.335938
	Iteration 56Q: 3 clusters Score -2.016443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198813 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20164440.000000 Penalty: 6054.335938
	Iteration 57Q: 3 clusters Score -2.016444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198834 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -20164436.000000 Penalty: 6054.335938
	Iteration 58Q: 3 clusters Score -2.016444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198853 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -20164460.000000 Penalty: 6054.335938
	Iteration 59Q: 3 clusters Score -2.016446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198867 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -20164456.000000 Penalty: 6054.335938
	Iteration 60F: 3 clusters Score -2.016446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198882 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -20164482.000000 Penalty: 6054.335938
	Iteration 61Q: 3 clusters Score -2.016448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198899 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -20164462.000000 Penalty: 6054.335938
	Iteration 62Q: 3 clusters Score -2.016446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198914 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -20164460.000000 Penalty: 6054.335938
	Iteration 63Q: 3 clusters Score -2.016446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198925 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -20164462.000000 Penalty: 6054.335938
	Iteration 64Q: 3 clusters Score -2.016446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198936 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -20164466.000000 Penalty: 6054.335938
	Iteration 65Q: 3 clusters Score -2.016447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198949 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -20164468.000000 Penalty: 6054.335938
	Iteration 66Q: 3 clusters Score -2.016447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198958 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -20164484.000000 Penalty: 6054.335938
	Iteration 67Q: 3 clusters Score -2.016448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198967 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -20164466.000000 Penalty: 6054.335938
	Iteration 68Q: 3 clusters Score -2.016447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198975 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -20164478.000000 Penalty: 6054.335938
	Iteration 69Q: 3 clusters Score -2.016448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198979 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -20164464.000000 Penalty: 6054.335938
	Iteration 70Q: 3 clusters Score -2.016446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198983 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -20164458.000000 Penalty: 6054.335938
	Iteration 71Q: 3 clusters Score -2.016446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198985 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -20164460.000000 Penalty: 6054.335938
	Iteration 72Q: 3 clusters Score -2.016446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198986 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -20164456.000000 Penalty: 6054.335938
	Iteration 73Q: 3 clusters Score -2.016446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198987 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -20164466.000000 Penalty: 6054.335938
	Iteration 74Q: 3 clusters Score -2.016447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198988 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -20164468.000000 Penalty: 6054.335938
	Iteration 75Q: 3 clusters Score -2.016447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198989 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -20164470.000000 Penalty: 6054.335938
	Iteration 76Q: 3 clusters Score -2.016447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198991 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -20164468.000000 Penalty: 6054.335938
	Iteration 77Q: 3 clusters Score -2.016447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198993 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -20164464.000000 Penalty: 6054.335938
	Iteration 78Q: 3 clusters Score -2.016446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198998 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -20164458.000000 Penalty: 6054.335938
	Iteration 79Q: 3 clusters Score -2.016446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199001 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -20164468.000000 Penalty: 6054.335938
	Iteration 80F: 3 clusters Score -2.016447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199005 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -20164462.000000 Penalty: 6054.335938
	Iteration 81Q: 3 clusters Score -2.016446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199007 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -20164482.000000 Penalty: 6054.335938
	Iteration 82Q: 3 clusters Score -2.016448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199009 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -20164480.000000 Penalty: 6054.335938
	Iteration 83Q: 3 clusters Score -2.016448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199013 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -20164474.000000 Penalty: 6054.335938
	Iteration 84Q: 3 clusters Score -2.016447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199016 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -20164486.000000 Penalty: 6054.335938
	Iteration 85Q: 3 clusters Score -2.016449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199019 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -20164478.000000 Penalty: 6054.335938
	Iteration 86Q: 3 clusters Score -2.016448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199024 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -20164480.000000 Penalty: 6054.335938
	Iteration 87Q: 3 clusters Score -2.016448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199025 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -20164484.000000 Penalty: 6054.335938
	Iteration 88Q: 3 clusters Score -2.016448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199027 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -20164484.000000 Penalty: 6054.335938
	Iteration 89Q: 3 clusters Score -2.016448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199029 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20164486.000000 Penalty: 6054.335938
	Iteration 90Q: 3 clusters Score -2.016449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199032 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -20164482.000000 Penalty: 6054.335938
	Iteration 91Q: 3 clusters Score -2.016448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199033 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -20164472.000000 Penalty: 6054.335938
	Iteration 92Q: 3 clusters Score -2.016447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199039 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -20164476.000000 Penalty: 6054.335938
	Iteration 93Q: 3 clusters Score -2.016448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199046 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20164468.000000 Penalty: 6054.335938
	Iteration 94Q: 3 clusters Score -2.016447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199050 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -20164456.000000 Penalty: 6054.335938
	Iteration 95Q: 3 clusters Score -2.016446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199054 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20164462.000000 Penalty: 6054.335938
	Iteration 96Q: 3 clusters Score -2.016446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199058 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -20164450.000000 Penalty: 6054.335938
	Iteration 97Q: 3 clusters Score -2.016445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199061 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20164466.000000 Penalty: 6054.335938
	Iteration 98Q: 3 clusters Score -2.016447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199064 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -20164450.000000 Penalty: 6054.335938
	Iteration 99Q: 3 clusters Score -2.016445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199066 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -20164458.000000 Penalty: 6054.335938
	Iteration 100F: 3 clusters Score -2.016446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199066 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -20164438.000000 Penalty: 6054.335938
	Iteration 101Q: 3 clusters Score -2.016444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199065 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -20164432.000000 Penalty: 6054.335938
	Iteration 102Q: 3 clusters Score -2.016443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199067 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20164442.000000 Penalty: 6054.335938
	Iteration 103Q: 3 clusters Score -2.016444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199071 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -20164450.000000 Penalty: 6054.335938
	Iteration 104Q: 3 clusters Score -2.016445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199073 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -20164448.000000 Penalty: 6054.335938
	Iteration 105Q: 3 clusters Score -2.016445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199076 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -20164456.000000 Penalty: 6054.335938
	Iteration 106Q: 3 clusters Score -2.016446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199079 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -20164458.000000 Penalty: 6054.335938
	Iteration 107Q: 3 clusters Score -2.016446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199083 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -20164456.000000 Penalty: 6054.335938
	Iteration 108Q: 3 clusters Score -2.016446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199085 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -20164460.000000 Penalty: 6054.335938
	Iteration 109Q: 3 clusters Score -2.016446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199089 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -20164462.000000 Penalty: 6054.335938
	Iteration 110Q: 3 clusters Score -2.016446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199092 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -20164476.000000 Penalty: 6054.335938
	Iteration 111Q: 3 clusters Score -2.016448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199091 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -20164472.000000 Penalty: 6054.335938
	Iteration 112Q: 3 clusters Score -2.016447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199093 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -20164478.000000 Penalty: 6054.335938
	Iteration 113Q: 3 clusters Score -2.016448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199094 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -20164478.000000 Penalty: 6054.335938
	Iteration 114Q: 3 clusters Score -2.016448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199097 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -20164490.000000 Penalty: 6054.335938
	Iteration 115Q: 3 clusters Score -2.016449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199101 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -20164488.000000 Penalty: 6054.335938
	Iteration 116Q: 3 clusters Score -2.016449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199102 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -20164488.000000 Penalty: 6054.335938
	Iteration 117Q: 3 clusters Score -2.016449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199104 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -20164464.000000 Penalty: 6054.335938
	Iteration 118Q: 3 clusters Score -2.016446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199105 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -20164478.000000 Penalty: 6054.335938
	Iteration 119Q: 3 clusters Score -2.016448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199107 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -20164486.000000 Penalty: 6054.335938
	Iteration 120F: 3 clusters Score -2.016449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199109 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -20164482.000000 Penalty: 6054.335938
	Iteration 121Q: 3 clusters Score -2.016448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199111 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -20164484.000000 Penalty: 6054.335938
	Iteration 122Q: 3 clusters Score -2.016448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199114 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -20164476.000000 Penalty: 6054.335938
	Iteration 123Q: 3 clusters Score -2.016448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199115 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -20164478.000000 Penalty: 6054.335938
	Iteration 124Q: 3 clusters Score -2.016448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199117 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -20164490.000000 Penalty: 6054.335938
	Iteration 125Q: 3 clusters Score -2.016449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199117 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -20164492.000000 Penalty: 6054.335938
	Iteration 126Q: 3 clusters Score -2.016449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199119 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -20164496.000000 Penalty: 6054.335938
	Iteration 127Q: 3 clusters Score -2.01645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199121 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -20164490.000000 Penalty: 6054.335938
	Iteration 128Q: 3 clusters Score -2.016449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199123 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -20164486.000000 Penalty: 6054.335938
	Iteration 129Q: 3 clusters Score -2.016449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199125 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -20164492.000000 Penalty: 6054.335938
	Iteration 130Q: 3 clusters Score -2.016449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199127 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -20164496.000000 Penalty: 6054.335938
	Iteration 131Q: 3 clusters Score -2.01645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199129 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -20164470.000000 Penalty: 6054.335938
	Iteration 132Q: 3 clusters Score -2.016447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199129 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -20164470.000000 Penalty: 6054.335938
	Iteration 133F: 3 clusters Score -2.016447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Entering Unmasked Estep 
Score: -3598618.750000 Penalty: 2623.359619
	Iteration 0F: 2 clusters Score -3598619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3571978.000000 Penalty: 5246.719238
	Iteration 0F: 3 clusters Score -3571978 nChanged 17842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -3581884.750000 Penalty: 5246.719238
	Iteration 1F: 3 clusters Score -3581885 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3582607.500000 Penalty: 5246.719238
	Iteration 2F: 3 clusters Score -3582608 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -3583369.750000 Penalty: 5246.719238
	Iteration 3Q: 3 clusters Score -3583370 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3584079.250000 Penalty: 5246.719238
	Iteration 4Q: 3 clusters Score -3584079 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3584864.000000 Penalty: 5246.719238
	Iteration 5Q: 3 clusters Score -3584864 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -3585699.750000 Penalty: 5246.719238
	Iteration 6Q: 3 clusters Score -3585700 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3586571.250000 Penalty: 5246.719238
	Iteration 7Q: 3 clusters Score -3586571 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -3587621.750000 Penalty: 5246.719238
	Iteration 8Q: 3 clusters Score -3587622 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3588811.000000 Penalty: 5246.719238
	Iteration 9Q: 3 clusters Score -3588811 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3590121.250000 Penalty: 5246.719238
	Iteration 10Q: 3 clusters Score -3590121 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -3591350.500000 Penalty: 5246.719238
	Iteration 11Q: 3 clusters Score -3591350 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3592318.000000 Penalty: 5246.719238
	Iteration 12Q: 3 clusters Score -3592318 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -3593045.500000 Penalty: 5246.719238
	Iteration 13Q: 3 clusters Score -3593046 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -3593570.500000 Penalty: 5246.719238
	Iteration 14Q: 3 clusters Score -3593570 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -3593972.500000 Penalty: 5246.719238
	Iteration 15Q: 3 clusters Score -3593972 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -3594277.000000 Penalty: 5246.719238
	Iteration 16Q: 3 clusters Score -3594277 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -3594537.250000 Penalty: 5246.719238
	Iteration 17Q: 3 clusters Score -3594537 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -3594729.000000 Penalty: 5246.719238
	Iteration 18Q: 3 clusters Score -3594729 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -3594928.250000 Penalty: 5246.719238
	Iteration 19Q: 3 clusters Score -3594928 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -3595140.500000 Penalty: 5246.719238
	Iteration 20F: 3 clusters Score -3595140 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -3595321.000000 Penalty: 5246.719238
	Iteration 21Q: 3 clusters Score -3595321 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -3595466.750000 Penalty: 5246.719238
	Iteration 22Q: 3 clusters Score -3595467 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -3595620.750000 Penalty: 5246.719238
	Iteration 23Q: 3 clusters Score -3595621 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -3595768.250000 Penalty: 5246.719238
	Iteration 24Q: 3 clusters Score -3595768 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -3595873.000000 Penalty: 5246.719238
	Iteration 25Q: 3 clusters Score -3595873 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -3595982.000000 Penalty: 5246.719238
	Iteration 26Q: 3 clusters Score -3595982 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -3596098.000000 Penalty: 5246.719238
	Iteration 27Q: 3 clusters Score -3596098 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -3596231.750000 Penalty: 5246.719238
	Iteration 28Q: 3 clusters Score -3596232 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -3596320.250000 Penalty: 5246.719238
	Iteration 29Q: 3 clusters Score -3596320 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -3596385.500000 Penalty: 5246.719238
	Iteration 30Q: 3 clusters Score -3596386 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -3596439.750000 Penalty: 5246.719238
	Iteration 31Q: 3 clusters Score -3596440 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -3596497.500000 Penalty: 5246.719238
	Iteration 32Q: 3 clusters Score -3596498 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -3596542.000000 Penalty: 5246.719238
	Iteration 33Q: 3 clusters Score -3596542 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -3596585.500000 Penalty: 5246.719238
	Iteration 34Q: 3 clusters Score -3596586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -3596620.000000 Penalty: 5246.719238
	Iteration 35Q: 3 clusters Score -3596620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -3596647.000000 Penalty: 5246.719238
	Iteration 36Q: 3 clusters Score -3596647 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -3596681.750000 Penalty: 5246.719238
	Iteration 37Q: 3 clusters Score -3596682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -3596705.000000 Penalty: 5246.719238
	Iteration 38Q: 3 clusters Score -3596705 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -3596735.250000 Penalty: 5246.719238
	Iteration 39Q: 3 clusters Score -3596735 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -3596755.250000 Penalty: 5246.719238
	Iteration 40F: 3 clusters Score -3596755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -3596770.000000 Penalty: 5246.719238
	Iteration 41Q: 3 clusters Score -3596770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -3596777.500000 Penalty: 5246.719238
	Iteration 42Q: 3 clusters Score -3596778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -3596786.000000 Penalty: 5246.719238
	Iteration 43Q: 3 clusters Score -3596786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -3596784.000000 Penalty: 5246.719238
	Iteration 44Q: 3 clusters Score -3596784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -3596787.500000 Penalty: 5246.719238
	Iteration 45Q: 3 clusters Score -3596788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -3596786.750000 Penalty: 5246.719238
	Iteration 46Q: 3 clusters Score -3596787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -3596790.000000 Penalty: 5246.719238
	Iteration 47Q: 3 clusters Score -3596790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -3596792.500000 Penalty: 5246.719238
	Iteration 48Q: 3 clusters Score -3596792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -3596792.250000 Penalty: 5246.719238
	Iteration 49Q: 3 clusters Score -3596792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -3596792.750000 Penalty: 5246.719238
	Iteration 50Q: 3 clusters Score -3596793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -3596792.500000 Penalty: 5246.719238
	Iteration 51Q: 3 clusters Score -3596792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -3596787.250000 Penalty: 5246.719238
	Iteration 52Q: 3 clusters Score -3596787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -3596792.500000 Penalty: 5246.719238
	Iteration 53Q: 3 clusters Score -3596792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -3596795.000000 Penalty: 5246.719238
	Iteration 54Q: 3 clusters Score -3596795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -3596796.250000 Penalty: 5246.719238
	Iteration 55Q: 3 clusters Score -3596796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -3596796.000000 Penalty: 5246.719238
	Iteration 56Q: 3 clusters Score -3596796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -3596795.000000 Penalty: 5246.719238
	Iteration 57Q: 3 clusters Score -3596795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -3596798.500000 Penalty: 5246.719238
	Iteration 58Q: 3 clusters Score -3596798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -3596798.500000 Penalty: 5246.719238
	Iteration 59F: 3 clusters Score -3596798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (227959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227959 members 
Entering Unmasked Estep 
Score: -22950110.000000 Penalty: 3059.556396
	Iteration 0F: 2 clusters Score -2.295011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114059 members 
Mstep: Class 2 contains 113900 members 
Entering Unmasked Estep 
Score: -22800302.000000 Penalty: 6119.112793
	Iteration 0F: 3 clusters Score -2.28003e+07 nChanged 109759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114204 members 
Mstep: Class 2 contains 113755 members 
Entering Unmasked Estep 
Score: -22863970.000000 Penalty: 6119.112793
	Iteration 1F: 3 clusters Score -2.286397e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 113485 members 
Entering Unmasked Estep 
Score: -22864776.000000 Penalty: 6119.112793
	Iteration 2Q: 3 clusters Score -2.286478e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114894 members 
Mstep: Class 2 contains 113065 members 
Entering Unmasked Estep 
Score: -22865758.000000 Penalty: 6119.112793
	Iteration 3Q: 3 clusters Score -2.286576e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115454 members 
Mstep: Class 2 contains 112505 members 
Entering Unmasked Estep 
Score: -22866892.000000 Penalty: 6119.112793
	Iteration 4Q: 3 clusters Score -2.286689e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116306 members 
Mstep: Class 2 contains 111653 members 
Entering Unmasked Estep 
Score: -22868304.000000 Penalty: 6119.112793
	Iteration 5Q: 3 clusters Score -2.28683e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117682 members 
Mstep: Class 2 contains 110277 members 
Entering Unmasked Estep 
Score: -22870228.000000 Penalty: 6119.112793
	Iteration 6Q: 3 clusters Score -2.287023e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119672 members 
Mstep: Class 2 contains 108287 members 
Entering Unmasked Estep 
Score: -22872570.000000 Penalty: 6119.112793
	Iteration 7Q: 3 clusters Score -2.287257e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122586 members 
Mstep: Class 2 contains 105373 members 
Entering Unmasked Estep 
Score: -22875272.000000 Penalty: 6119.112793
	Iteration 8Q: 3 clusters Score -2.287527e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126921 members 
Mstep: Class 2 contains 101038 members 
Entering Unmasked Estep 
Score: -22878792.000000 Penalty: 6119.112793
	Iteration 9Q: 3 clusters Score -2.287879e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133192 members 
Mstep: Class 2 contains 94767 members 
Entering Unmasked Estep 
Score: -22883236.000000 Penalty: 6119.112793
	Iteration 10Q: 3 clusters Score -2.288324e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141818 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
Score: -22888986.000000 Penalty: 6119.112793
	Iteration 11Q: 3 clusters Score -2.288899e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153007 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -22896210.000000 Penalty: 6119.112793
	Iteration 12F: 3 clusters Score -2.289621e+07 nChanged 13929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166652 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -22905356.000000 Penalty: 6119.112793
	Iteration 13F: 3 clusters Score -2.290536e+07 nChanged 15215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181775 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -22915992.000000 Penalty: 6119.112793
	Iteration 14F: 3 clusters Score -2.291599e+07 nChanged 14577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196332 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -22926498.000000 Penalty: 6119.112793
	Iteration 15F: 3 clusters Score -2.29265e+07 nChanged 11767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208085 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -22934874.000000 Penalty: 6119.112793
	Iteration 16F: 3 clusters Score -2.293487e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216134 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -22940566.000000 Penalty: 6119.112793
	Iteration 17Q: 3 clusters Score -2.294057e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221006 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -22943730.000000 Penalty: 6119.112793
	Iteration 18Q: 3 clusters Score -2.294373e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223676 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -22945362.000000 Penalty: 6119.112793
	Iteration 19Q: 3 clusters Score -2.294536e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225113 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -22946186.000000 Penalty: 6119.112793
	Iteration 20F: 3 clusters Score -2.294619e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225888 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -22946734.000000 Penalty: 6119.112793
	Iteration 21Q: 3 clusters Score -2.294673e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226343 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -22946986.000000 Penalty: 6119.112793
	Iteration 22Q: 3 clusters Score -2.294699e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226611 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -22947168.000000 Penalty: 6119.112793
	Iteration 23Q: 3 clusters Score -2.294717e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226770 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -22947276.000000 Penalty: 6119.112793
	Iteration 24Q: 3 clusters Score -2.294728e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226862 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -22947328.000000 Penalty: 6119.112793
	Iteration 25Q: 3 clusters Score -2.294733e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226944 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -22947380.000000 Penalty: 6119.112793
	Iteration 26Q: 3 clusters Score -2.294738e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226995 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -22947436.000000 Penalty: 6119.112793
	Iteration 27Q: 3 clusters Score -2.294744e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227026 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -22947448.000000 Penalty: 6119.112793
	Iteration 28Q: 3 clusters Score -2.294745e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227051 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -22947452.000000 Penalty: 6119.112793
	Iteration 29Q: 3 clusters Score -2.294745e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227065 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -22947466.000000 Penalty: 6119.112793
	Iteration 30Q: 3 clusters Score -2.294747e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227076 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -22947466.000000 Penalty: 6119.112793
	Iteration 31Q: 3 clusters Score -2.294747e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227087 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -22947466.000000 Penalty: 6119.112793
	Iteration 32Q: 3 clusters Score -2.294747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227096 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -22947480.000000 Penalty: 6119.112793
	Iteration 33Q: 3 clusters Score -2.294748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227104 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -22947486.000000 Penalty: 6119.112793
	Iteration 34Q: 3 clusters Score -2.294749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227114 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -22947502.000000 Penalty: 6119.112793
	Iteration 35Q: 3 clusters Score -2.29475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227118 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -22947504.000000 Penalty: 6119.112793
	Iteration 36Q: 3 clusters Score -2.29475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227120 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -22947506.000000 Penalty: 6119.112793
	Iteration 37Q: 3 clusters Score -2.294751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227124 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -22947504.000000 Penalty: 6119.112793
	Iteration 38Q: 3 clusters Score -2.29475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227127 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -22947516.000000 Penalty: 6119.112793
	Iteration 39Q: 3 clusters Score -2.294752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227131 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -22947516.000000 Penalty: 6119.112793
	Iteration 40F: 3 clusters Score -2.294752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227138 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -22947540.000000 Penalty: 6119.112793
	Iteration 41Q: 3 clusters Score -2.294754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227140 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -22947530.000000 Penalty: 6119.112793
	Iteration 42Q: 3 clusters Score -2.294753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227139 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -22947526.000000 Penalty: 6119.112793
	Iteration 43Q: 3 clusters Score -2.294753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227137 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -22947538.000000 Penalty: 6119.112793
	Iteration 44Q: 3 clusters Score -2.294754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227139 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -22947524.000000 Penalty: 6119.112793
	Iteration 45Q: 3 clusters Score -2.294752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227141 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -22947528.000000 Penalty: 6119.112793
	Iteration 46Q: 3 clusters Score -2.294753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227145 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -22947534.000000 Penalty: 6119.112793
	Iteration 47Q: 3 clusters Score -2.294753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227147 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -22947544.000000 Penalty: 6119.112793
	Iteration 48Q: 3 clusters Score -2.294754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227149 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -22947548.000000 Penalty: 6119.112793
	Iteration 49Q: 3 clusters Score -2.294755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227148 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -22947556.000000 Penalty: 6119.112793
	Iteration 50Q: 3 clusters Score -2.294756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227148 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -22947556.000000 Penalty: 6119.112793
	Iteration 51F: 3 clusters Score -2.294756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Entering Unmasked Estep 
Score: -1620217.750000 Penalty: 2411.166504
	Iteration 0F: 2 clusters Score -1620218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1608320.000000 Penalty: 4822.333008
	Iteration 0F: 3 clusters Score -1608320 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1612230.875000 Penalty: 4822.333008
	Iteration 1F: 3 clusters Score -1612231 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1612792.875000 Penalty: 4822.333008
	Iteration 2F: 3 clusters Score -1612793 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1613435.375000 Penalty: 4822.333008
	Iteration 3F: 3 clusters Score -1613435 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1614162.875000 Penalty: 4822.333008
	Iteration 4F: 3 clusters Score -1614163 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1614983.375000 Penalty: 4822.333008
	Iteration 5F: 3 clusters Score -1614983 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1615806.750000 Penalty: 4822.333008
	Iteration 6F: 3 clusters Score -1615807 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1616454.375000 Penalty: 4822.333008
	Iteration 7F: 3 clusters Score -1616454 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1616849.875000 Penalty: 4822.333008
	Iteration 8Q: 3 clusters Score -1616850 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1617073.250000 Penalty: 4822.333008
	Iteration 9Q: 3 clusters Score -1617073 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1617258.625000 Penalty: 4822.333008
	Iteration 10Q: 3 clusters Score -1617259 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1617433.875000 Penalty: 4822.333008
	Iteration 11Q: 3 clusters Score -1617434 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1617612.875000 Penalty: 4822.333008
	Iteration 12Q: 3 clusters Score -1617613 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1617784.375000 Penalty: 4822.333008
	Iteration 13Q: 3 clusters Score -1617784 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1617914.625000 Penalty: 4822.333008
	Iteration 14Q: 3 clusters Score -1617915 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1618035.250000 Penalty: 4822.333008
	Iteration 15Q: 3 clusters Score -1618035 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1618124.750000 Penalty: 4822.333008
	Iteration 16Q: 3 clusters Score -1618125 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1618193.500000 Penalty: 4822.333008
	Iteration 17Q: 3 clusters Score -1618194 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1618240.250000 Penalty: 4822.333008
	Iteration 18Q: 3 clusters Score -1618240 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1618285.000000 Penalty: 4822.333008
	Iteration 19Q: 3 clusters Score -1618285 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1618322.875000 Penalty: 4822.333008
	Iteration 20F: 3 clusters Score -1618323 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1618353.375000 Penalty: 4822.333008
	Iteration 21Q: 3 clusters Score -1618353 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1618381.625000 Penalty: 4822.333008
	Iteration 22Q: 3 clusters Score -1618382 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1618402.750000 Penalty: 4822.333008
	Iteration 23Q: 3 clusters Score -1618403 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1618421.500000 Penalty: 4822.333008
	Iteration 24Q: 3 clusters Score -1618422 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1618432.500000 Penalty: 4822.333008
	Iteration 25Q: 3 clusters Score -1618432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1618457.625000 Penalty: 4822.333008
	Iteration 26Q: 3 clusters Score -1618458 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1618470.625000 Penalty: 4822.333008
	Iteration 27Q: 3 clusters Score -1618471 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1618477.500000 Penalty: 4822.333008
	Iteration 28Q: 3 clusters Score -1618478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1618498.375000 Penalty: 4822.333008
	Iteration 29Q: 3 clusters Score -1618498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1618505.875000 Penalty: 4822.333008
	Iteration 30Q: 3 clusters Score -1618506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1618519.375000 Penalty: 4822.333008
	Iteration 31Q: 3 clusters Score -1618519 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1618527.125000 Penalty: 4822.333008
	Iteration 32Q: 3 clusters Score -1618527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1618533.875000 Penalty: 4822.333008
	Iteration 33Q: 3 clusters Score -1618534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1618543.500000 Penalty: 4822.333008
	Iteration 34Q: 3 clusters Score -1618544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1618549.625000 Penalty: 4822.333008
	Iteration 35Q: 3 clusters Score -1618550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1618551.500000 Penalty: 4822.333008
	Iteration 36Q: 3 clusters Score -1618552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1618551.375000 Penalty: 4822.333008
	Iteration 37Q: 3 clusters Score -1618551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1618549.500000 Penalty: 4822.333008
	Iteration 38Q: 3 clusters Score -1618550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1618554.875000 Penalty: 4822.333008
	Iteration 39Q: 3 clusters Score -1618555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1618556.375000 Penalty: 4822.333008
	Iteration 40F: 3 clusters Score -1618556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1618553.625000 Penalty: 4822.333008
	Iteration 41Q: 3 clusters Score -1618554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1618559.125000 Penalty: 4822.333008
	Iteration 42Q: 3 clusters Score -1618559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1618558.750000 Penalty: 4822.333008
	Iteration 43Q: 3 clusters Score -1618559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1618559.500000 Penalty: 4822.333008
	Iteration 44Q: 3 clusters Score -1618560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1618559.750000 Penalty: 4822.333008
	Iteration 45Q: 3 clusters Score -1618560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1618560.250000 Penalty: 4822.333008
	Iteration 46Q: 3 clusters Score -1618560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1618560.875000 Penalty: 4822.333008
	Iteration 47Q: 3 clusters Score -1618561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1618562.500000 Penalty: 4822.333008
	Iteration 48Q: 3 clusters Score -1618562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1618562.500000 Penalty: 4822.333008
	Iteration 49F: 3 clusters Score -1618562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Entering Unmasked Estep 
Score: -3095199.500000 Penalty: 2570.547852
	Iteration 0F: 2 clusters Score -3095200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3073510.500000 Penalty: 5141.095703
	Iteration 0F: 3 clusters Score -3073510 nChanged 14406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3081430.500000 Penalty: 5141.095703
	Iteration 1F: 3 clusters Score -3081430 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3082148.000000 Penalty: 5141.095703
	Iteration 2F: 3 clusters Score -3082148 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3082776.000000 Penalty: 5141.095703
	Iteration 3F: 3 clusters Score -3082776 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3083369.000000 Penalty: 5141.095703
	Iteration 4Q: 3 clusters Score -3083369 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3083983.500000 Penalty: 5141.095703
	Iteration 5Q: 3 clusters Score -3083984 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3084779.000000 Penalty: 5141.095703
	Iteration 6Q: 3 clusters Score -3084779 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3085780.750000 Penalty: 5141.095703
	Iteration 7Q: 3 clusters Score -3085781 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -3087123.000000 Penalty: 5141.095703
	Iteration 8F: 3 clusters Score -3087123 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3088409.000000 Penalty: 5141.095703
	Iteration 9F: 3 clusters Score -3088409 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -3089408.000000 Penalty: 5141.095703
	Iteration 10F: 3 clusters Score -3089408 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3090067.000000 Penalty: 5141.095703
	Iteration 11Q: 3 clusters Score -3090067 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -3090449.750000 Penalty: 5141.095703
	Iteration 12Q: 3 clusters Score -3090450 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3090681.250000 Penalty: 5141.095703
	Iteration 13Q: 3 clusters Score -3090681 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3090816.000000 Penalty: 5141.095703
	Iteration 14Q: 3 clusters Score -3090816 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3090909.500000 Penalty: 5141.095703
	Iteration 15Q: 3 clusters Score -3090910 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3090984.500000 Penalty: 5141.095703
	Iteration 16Q: 3 clusters Score -3090984 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3091035.500000 Penalty: 5141.095703
	Iteration 17Q: 3 clusters Score -3091036 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3091076.250000 Penalty: 5141.095703
	Iteration 18Q: 3 clusters Score -3091076 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3091117.750000 Penalty: 5141.095703
	Iteration 19Q: 3 clusters Score -3091118 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -3091138.750000 Penalty: 5141.095703
	Iteration 20F: 3 clusters Score -3091139 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3091174.500000 Penalty: 5141.095703
	Iteration 21Q: 3 clusters Score -3091174 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -3091193.000000 Penalty: 5141.095703
	Iteration 22Q: 3 clusters Score -3091193 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3091227.500000 Penalty: 5141.095703
	Iteration 23Q: 3 clusters Score -3091228 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -3091269.750000 Penalty: 5141.095703
	Iteration 24Q: 3 clusters Score -3091270 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3091295.750000 Penalty: 5141.095703
	Iteration 25Q: 3 clusters Score -3091296 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3091336.500000 Penalty: 5141.095703
	Iteration 26Q: 3 clusters Score -3091336 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3091375.250000 Penalty: 5141.095703
	Iteration 27Q: 3 clusters Score -3091375 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3091408.000000 Penalty: 5141.095703
	Iteration 28Q: 3 clusters Score -3091408 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3091452.000000 Penalty: 5141.095703
	Iteration 29Q: 3 clusters Score -3091452 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3091493.000000 Penalty: 5141.095703
	Iteration 30Q: 3 clusters Score -3091493 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3091528.250000 Penalty: 5141.095703
	Iteration 31Q: 3 clusters Score -3091528 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3091558.500000 Penalty: 5141.095703
	Iteration 32Q: 3 clusters Score -3091558 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -3091598.750000 Penalty: 5141.095703
	Iteration 33Q: 3 clusters Score -3091599 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3091625.500000 Penalty: 5141.095703
	Iteration 34Q: 3 clusters Score -3091626 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -3091663.750000 Penalty: 5141.095703
	Iteration 35Q: 3 clusters Score -3091664 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3091695.500000 Penalty: 5141.095703
	Iteration 36Q: 3 clusters Score -3091696 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3091737.750000 Penalty: 5141.095703
	Iteration 37Q: 3 clusters Score -3091738 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3091777.500000 Penalty: 5141.095703
	Iteration 38Q: 3 clusters Score -3091778 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3091830.750000 Penalty: 5141.095703
	Iteration 39Q: 3 clusters Score -3091831 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3091877.750000 Penalty: 5141.095703
	Iteration 40F: 3 clusters Score -3091878 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3091928.000000 Penalty: 5141.095703
	Iteration 41Q: 3 clusters Score -3091928 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -3092005.000000 Penalty: 5141.095703
	Iteration 42Q: 3 clusters Score -3092005 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3092090.250000 Penalty: 5141.095703
	Iteration 43Q: 3 clusters Score -3092090 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -3092168.250000 Penalty: 5141.095703
	Iteration 44Q: 3 clusters Score -3092168 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3092296.750000 Penalty: 5141.095703
	Iteration 45Q: 3 clusters Score -3092297 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3092406.750000 Penalty: 5141.095703
	Iteration 46Q: 3 clusters Score -3092407 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -3092483.750000 Penalty: 5141.095703
	Iteration 47Q: 3 clusters Score -3092484 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3092550.000000 Penalty: 5141.095703
	Iteration 48Q: 3 clusters Score -3092550 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3092580.500000 Penalty: 5141.095703
	Iteration 49Q: 3 clusters Score -3092580 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3092614.250000 Penalty: 5141.095703
	Iteration 50Q: 3 clusters Score -3092614 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3092626.750000 Penalty: 5141.095703
	Iteration 51Q: 3 clusters Score -3092627 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3092645.000000 Penalty: 5141.095703
	Iteration 52Q: 3 clusters Score -3092645 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3092652.500000 Penalty: 5141.095703
	Iteration 53Q: 3 clusters Score -3092652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3092669.000000 Penalty: 5141.095703
	Iteration 54Q: 3 clusters Score -3092669 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3092678.250000 Penalty: 5141.095703
	Iteration 55Q: 3 clusters Score -3092678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3092684.750000 Penalty: 5141.095703
	Iteration 56Q: 3 clusters Score -3092685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3092681.250000 Penalty: 5141.095703
	Iteration 57Q: 3 clusters Score -3092681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3092688.250000 Penalty: 5141.095703
	Iteration 58Q: 3 clusters Score -3092688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3092690.750000 Penalty: 5141.095703
	Iteration 59Q: 3 clusters Score -3092691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -3092689.750000 Penalty: 5141.095703
	Iteration 60F: 3 clusters Score -3092690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3092690.750000 Penalty: 5141.095703
	Iteration 61Q: 3 clusters Score -3092691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3092690.000000 Penalty: 5141.095703
	Iteration 62Q: 3 clusters Score -3092690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -3092689.250000 Penalty: 5141.095703
	Iteration 63Q: 3 clusters Score -3092689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -3092694.750000 Penalty: 5141.095703
	Iteration 64Q: 3 clusters Score -3092695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3092697.500000 Penalty: 5141.095703
	Iteration 65Q: 3 clusters Score -3092698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3092699.500000 Penalty: 5141.095703
	Iteration 66Q: 3 clusters Score -3092700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3092699.500000 Penalty: 5141.095703
	Iteration 67Q: 3 clusters Score -3092700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3092701.750000 Penalty: 5141.095703
	Iteration 68Q: 3 clusters Score -3092702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -3092702.500000 Penalty: 5141.095703
	Iteration 69Q: 3 clusters Score -3092702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3092691.750000 Penalty: 5141.095703
	Iteration 70Q: 3 clusters Score -3092692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3092694.250000 Penalty: 5141.095703
	Iteration 71Q: 3 clusters Score -3092694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -3092697.500000 Penalty: 5141.095703
	Iteration 72Q: 3 clusters Score -3092698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -3092698.250000 Penalty: 5141.095703
	Iteration 73Q: 3 clusters Score -3092698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -3092696.000000 Penalty: 5141.095703
	Iteration 74Q: 3 clusters Score -3092696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -3092698.000000 Penalty: 5141.095703
	Iteration 75Q: 3 clusters Score -3092698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3092708.500000 Penalty: 5141.095703
	Iteration 76Q: 3 clusters Score -3092708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3092710.500000 Penalty: 5141.095703
	Iteration 77Q: 3 clusters Score -3092710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3092713.000000 Penalty: 5141.095703
	Iteration 78Q: 3 clusters Score -3092713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -3092708.750000 Penalty: 5141.095703
	Iteration 79Q: 3 clusters Score -3092709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -3092713.000000 Penalty: 5141.095703
	Iteration 80F: 3 clusters Score -3092713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3092714.500000 Penalty: 5141.095703
	Iteration 81Q: 3 clusters Score -3092714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -3092714.250000 Penalty: 5141.095703
	Iteration 82Q: 3 clusters Score -3092714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3092713.000000 Penalty: 5141.095703
	Iteration 83Q: 3 clusters Score -3092713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3092715.500000 Penalty: 5141.095703
	Iteration 84Q: 3 clusters Score -3092716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3092722.500000 Penalty: 5141.095703
	Iteration 85Q: 3 clusters Score -3092722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -3092721.750000 Penalty: 5141.095703
	Iteration 86Q: 3 clusters Score -3092722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3092720.000000 Penalty: 5141.095703
	Iteration 87Q: 3 clusters Score -3092720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -3092726.250000 Penalty: 5141.095703
	Iteration 88Q: 3 clusters Score -3092726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -3092728.000000 Penalty: 5141.095703
	Iteration 89Q: 3 clusters Score -3092728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -3092726.500000 Penalty: 5141.095703
	Iteration 90Q: 3 clusters Score -3092726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -3092727.750000 Penalty: 5141.095703
	Iteration 91Q: 3 clusters Score -3092728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -3092735.000000 Penalty: 5141.095703
	Iteration 92Q: 3 clusters Score -3092735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3092740.500000 Penalty: 5141.095703
	Iteration 93Q: 3 clusters Score -3092740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3092740.500000 Penalty: 5141.095703
	Iteration 94Q: 3 clusters Score -3092740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3092744.000000 Penalty: 5141.095703
	Iteration 95Q: 3 clusters Score -3092744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3092741.500000 Penalty: 5141.095703
	Iteration 96Q: 3 clusters Score -3092742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3092735.500000 Penalty: 5141.095703
	Iteration 97Q: 3 clusters Score -3092736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3092743.750000 Penalty: 5141.095703
	Iteration 98Q: 3 clusters Score -3092744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -3092739.250000 Penalty: 5141.095703
	Iteration 99Q: 3 clusters Score -3092739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -3092738.750000 Penalty: 5141.095703
	Iteration 100F: 3 clusters Score -3092739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3092737.000000 Penalty: 5141.095703
	Iteration 101Q: 3 clusters Score -3092737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3092736.500000 Penalty: 5141.095703
	Iteration 102Q: 3 clusters Score -3092736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -3092736.000000 Penalty: 5141.095703
	Iteration 103Q: 3 clusters Score -3092736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3092732.000000 Penalty: 5141.095703
	Iteration 104Q: 3 clusters Score -3092732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -3092735.500000 Penalty: 5141.095703
	Iteration 105Q: 3 clusters Score -3092736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -3092736.750000 Penalty: 5141.095703
	Iteration 106Q: 3 clusters Score -3092737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3092740.000000 Penalty: 5141.095703
	Iteration 107Q: 3 clusters Score -3092740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3092734.250000 Penalty: 5141.095703
	Iteration 108Q: 3 clusters Score -3092734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3092739.250000 Penalty: 5141.095703
	Iteration 109Q: 3 clusters Score -3092739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -3092744.000000 Penalty: 5141.095703
	Iteration 110Q: 3 clusters Score -3092744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3092743.500000 Penalty: 5141.095703
	Iteration 111Q: 3 clusters Score -3092744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3092741.250000 Penalty: 5141.095703
	Iteration 112Q: 3 clusters Score -3092741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -3092738.500000 Penalty: 5141.095703
	Iteration 113Q: 3 clusters Score -3092738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -3092740.750000 Penalty: 5141.095703
	Iteration 114Q: 3 clusters Score -3092741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3092739.000000 Penalty: 5141.095703
	Iteration 115Q: 3 clusters Score -3092739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -3092738.750000 Penalty: 5141.095703
	Iteration 116Q: 3 clusters Score -3092739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3092738.500000 Penalty: 5141.095703
	Iteration 117Q: 3 clusters Score -3092738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -3092741.750000 Penalty: 5141.095703
	Iteration 118Q: 3 clusters Score -3092742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3092741.000000 Penalty: 5141.095703
	Iteration 119Q: 3 clusters Score -3092741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3092737.000000 Penalty: 5141.095703
	Iteration 120F: 3 clusters Score -3092737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3092737.750000 Penalty: 5141.095703
	Iteration 121Q: 3 clusters Score -3092738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3092747.000000 Penalty: 5141.095703
	Iteration 122Q: 3 clusters Score -3092747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3092747.000000 Penalty: 5141.095703
	Iteration 123Q: 3 clusters Score -3092747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3092745.000000 Penalty: 5141.095703
	Iteration 124Q: 3 clusters Score -3092745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -3092746.000000 Penalty: 5141.095703
	Iteration 125Q: 3 clusters Score -3092746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3092749.000000 Penalty: 5141.095703
	Iteration 126Q: 3 clusters Score -3092749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3092742.750000 Penalty: 5141.095703
	Iteration 127Q: 3 clusters Score -3092743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -3092742.000000 Penalty: 5141.095703
	Iteration 128Q: 3 clusters Score -3092742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3092744.500000 Penalty: 5141.095703
	Iteration 129Q: 3 clusters Score -3092744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3092744.250000 Penalty: 5141.095703
	Iteration 130Q: 3 clusters Score -3092744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3092744.250000 Penalty: 5141.095703
	Iteration 131F: 3 clusters Score -3092744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Entering Unmasked Estep 
Score: -2210656.250000 Penalty: 2484.004395
	Iteration 0F: 2 clusters Score -2210656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2195002.500000 Penalty: 4968.008789
	Iteration 0F: 3 clusters Score -2195002 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2200254.250000 Penalty: 4968.008789
	Iteration 1F: 3 clusters Score -2200254 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2200637.000000 Penalty: 4968.008789
	Iteration 2Q: 3 clusters Score -2200637 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2200977.000000 Penalty: 4968.008789
	Iteration 3Q: 3 clusters Score -2200977 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2201318.000000 Penalty: 4968.008789
	Iteration 4Q: 3 clusters Score -2201318 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2201703.750000 Penalty: 4968.008789
	Iteration 5Q: 3 clusters Score -2201704 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2202123.250000 Penalty: 4968.008789
	Iteration 6Q: 3 clusters Score -2202123 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2202618.500000 Penalty: 4968.008789
	Iteration 7Q: 3 clusters Score -2202618 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2203158.000000 Penalty: 4968.008789
	Iteration 8Q: 3 clusters Score -2203158 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2203728.000000 Penalty: 4968.008789
	Iteration 9Q: 3 clusters Score -2203728 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2204369.500000 Penalty: 4968.008789
	Iteration 10F: 3 clusters Score -2204370 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2205053.000000 Penalty: 4968.008789
	Iteration 11Q: 3 clusters Score -2205053 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2205708.500000 Penalty: 4968.008789
	Iteration 12Q: 3 clusters Score -2205708 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2206436.500000 Penalty: 4968.008789
	Iteration 13F: 3 clusters Score -2206436 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2207097.000000 Penalty: 4968.008789
	Iteration 14Q: 3 clusters Score -2207097 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2207565.750000 Penalty: 4968.008789
	Iteration 15Q: 3 clusters Score -2207566 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2207913.750000 Penalty: 4968.008789
	Iteration 16Q: 3 clusters Score -2207914 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2208138.500000 Penalty: 4968.008789
	Iteration 17Q: 3 clusters Score -2208138 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2208301.750000 Penalty: 4968.008789
	Iteration 18Q: 3 clusters Score -2208302 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2208436.250000 Penalty: 4968.008789
	Iteration 19Q: 3 clusters Score -2208436 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2208552.750000 Penalty: 4968.008789
	Iteration 20F: 3 clusters Score -2208553 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2208677.500000 Penalty: 4968.008789
	Iteration 21Q: 3 clusters Score -2208678 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2208775.000000 Penalty: 4968.008789
	Iteration 22Q: 3 clusters Score -2208775 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2208851.000000 Penalty: 4968.008789
	Iteration 23Q: 3 clusters Score -2208851 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2208929.750000 Penalty: 4968.008789
	Iteration 24Q: 3 clusters Score -2208930 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2208985.500000 Penalty: 4968.008789
	Iteration 25Q: 3 clusters Score -2208986 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2209046.500000 Penalty: 4968.008789
	Iteration 26Q: 3 clusters Score -2209046 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2209084.500000 Penalty: 4968.008789
	Iteration 27Q: 3 clusters Score -2209084 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2209104.250000 Penalty: 4968.008789
	Iteration 28Q: 3 clusters Score -2209104 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2209135.500000 Penalty: 4968.008789
	Iteration 29Q: 3 clusters Score -2209136 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2209154.750000 Penalty: 4968.008789
	Iteration 30Q: 3 clusters Score -2209155 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2209177.250000 Penalty: 4968.008789
	Iteration 31Q: 3 clusters Score -2209177 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2209196.250000 Penalty: 4968.008789
	Iteration 32Q: 3 clusters Score -2209196 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2209206.250000 Penalty: 4968.008789
	Iteration 33Q: 3 clusters Score -2209206 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2209222.000000 Penalty: 4968.008789
	Iteration 34Q: 3 clusters Score -2209222 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2209248.000000 Penalty: 4968.008789
	Iteration 35Q: 3 clusters Score -2209248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2209272.750000 Penalty: 4968.008789
	Iteration 36Q: 3 clusters Score -2209273 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2209298.000000 Penalty: 4968.008789
	Iteration 37Q: 3 clusters Score -2209298 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2209331.500000 Penalty: 4968.008789
	Iteration 38Q: 3 clusters Score -2209332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2209347.000000 Penalty: 4968.008789
	Iteration 39Q: 3 clusters Score -2209347 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2209367.750000 Penalty: 4968.008789
	Iteration 40F: 3 clusters Score -2209368 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2209378.750000 Penalty: 4968.008789
	Iteration 41Q: 3 clusters Score -2209379 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2209400.000000 Penalty: 4968.008789
	Iteration 42Q: 3 clusters Score -2209400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2209412.000000 Penalty: 4968.008789
	Iteration 43Q: 3 clusters Score -2209412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2209423.000000 Penalty: 4968.008789
	Iteration 44Q: 3 clusters Score -2209423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2209430.750000 Penalty: 4968.008789
	Iteration 45Q: 3 clusters Score -2209431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2209438.250000 Penalty: 4968.008789
	Iteration 46Q: 3 clusters Score -2209438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2209443.750000 Penalty: 4968.008789
	Iteration 47Q: 3 clusters Score -2209444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2209446.250000 Penalty: 4968.008789
	Iteration 48Q: 3 clusters Score -2209446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2209452.500000 Penalty: 4968.008789
	Iteration 49Q: 3 clusters Score -2209452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2209451.750000 Penalty: 4968.008789
	Iteration 50Q: 3 clusters Score -2209452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2209457.000000 Penalty: 4968.008789
	Iteration 51Q: 3 clusters Score -2209457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2209457.000000 Penalty: 4968.008789
	Iteration 52Q: 3 clusters Score -2209457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2209459.500000 Penalty: 4968.008789
	Iteration 53Q: 3 clusters Score -2209460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2209464.250000 Penalty: 4968.008789
	Iteration 54Q: 3 clusters Score -2209464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2209462.500000 Penalty: 4968.008789
	Iteration 55Q: 3 clusters Score -2209462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2209462.000000 Penalty: 4968.008789
	Iteration 56Q: 3 clusters Score -2209462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2209465.000000 Penalty: 4968.008789
	Iteration 57Q: 3 clusters Score -2209465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2209464.500000 Penalty: 4968.008789
	Iteration 58Q: 3 clusters Score -2209464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2209464.750000 Penalty: 4968.008789
	Iteration 59Q: 3 clusters Score -2209465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2209463.000000 Penalty: 4968.008789
	Iteration 60F: 3 clusters Score -2209463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2209463.250000 Penalty: 4968.008789
	Iteration 61Q: 3 clusters Score -2209463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2209463.250000 Penalty: 4968.008789
	Iteration 62F: 3 clusters Score -2209463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Entering Unmasked Estep 
Score: -788668.312500 Penalty: 2226.081787
	Iteration 0F: 2 clusters Score -788668.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -782289.750000 Penalty: 4452.163574
	Iteration 0F: 3 clusters Score -782289.8 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -784067.000000 Penalty: 4452.163574
	Iteration 1F: 3 clusters Score -784067 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -784332.125000 Penalty: 4452.163574
	Iteration 2F: 3 clusters Score -784332.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -784518.437500 Penalty: 4452.163574
	Iteration 3F: 3 clusters Score -784518.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -784657.312500 Penalty: 4452.163574
	Iteration 4Q: 3 clusters Score -784657.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -784755.562500 Penalty: 4452.163574
	Iteration 5Q: 3 clusters Score -784755.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -784851.625000 Penalty: 4452.163574
	Iteration 6Q: 3 clusters Score -784851.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -784940.125000 Penalty: 4452.163574
	Iteration 7Q: 3 clusters Score -784940.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -785027.125000 Penalty: 4452.163574
	Iteration 8Q: 3 clusters Score -785027.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -785099.250000 Penalty: 4452.163574
	Iteration 9Q: 3 clusters Score -785099.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -785172.062500 Penalty: 4452.163574
	Iteration 10Q: 3 clusters Score -785172.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -785247.187500 Penalty: 4452.163574
	Iteration 11Q: 3 clusters Score -785247.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -785324.250000 Penalty: 4452.163574
	Iteration 12Q: 3 clusters Score -785324.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -785396.312500 Penalty: 4452.163574
	Iteration 13Q: 3 clusters Score -785396.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -785454.562500 Penalty: 4452.163574
	Iteration 14Q: 3 clusters Score -785454.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -785526.125000 Penalty: 4452.163574
	Iteration 15Q: 3 clusters Score -785526.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -785607.062500 Penalty: 4452.163574
	Iteration 16Q: 3 clusters Score -785607.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -785683.625000 Penalty: 4452.163574
	Iteration 17Q: 3 clusters Score -785683.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -785777.187500 Penalty: 4452.163574
	Iteration 18Q: 3 clusters Score -785777.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -785870.000000 Penalty: 4452.163574
	Iteration 19Q: 3 clusters Score -785870 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -785981.187500 Penalty: 4452.163574
	Iteration 20F: 3 clusters Score -785981.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -786101.375000 Penalty: 4452.163574
	Iteration 21Q: 3 clusters Score -786101.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -786219.437500 Penalty: 4452.163574
	Iteration 22Q: 3 clusters Score -786219.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -786335.312500 Penalty: 4452.163574
	Iteration 23Q: 3 clusters Score -786335.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -786415.750000 Penalty: 4452.163574
	Iteration 24Q: 3 clusters Score -786415.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -786480.437500 Penalty: 4452.163574
	Iteration 25Q: 3 clusters Score -786480.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -786531.062500 Penalty: 4452.163574
	Iteration 26Q: 3 clusters Score -786531.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -786573.250000 Penalty: 4452.163574
	Iteration 27Q: 3 clusters Score -786573.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -786612.500000 Penalty: 4452.163574
	Iteration 28Q: 3 clusters Score -786612.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -786651.375000 Penalty: 4452.163574
	Iteration 29Q: 3 clusters Score -786651.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -786688.125000 Penalty: 4452.163574
	Iteration 30Q: 3 clusters Score -786688.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -786722.812500 Penalty: 4452.163574
	Iteration 31Q: 3 clusters Score -786722.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -786743.625000 Penalty: 4452.163574
	Iteration 32Q: 3 clusters Score -786743.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -786764.500000 Penalty: 4452.163574
	Iteration 33Q: 3 clusters Score -786764.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -786780.250000 Penalty: 4452.163574
	Iteration 34Q: 3 clusters Score -786780.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -786796.187500 Penalty: 4452.163574
	Iteration 35Q: 3 clusters Score -786796.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -786805.875000 Penalty: 4452.163574
	Iteration 36Q: 3 clusters Score -786805.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -786812.437500 Penalty: 4452.163574
	Iteration 37Q: 3 clusters Score -786812.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -786820.375000 Penalty: 4452.163574
	Iteration 38Q: 3 clusters Score -786820.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -786821.437500 Penalty: 4452.163574
	Iteration 39Q: 3 clusters Score -786821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -786825.125000 Penalty: 4452.163574
	Iteration 40F: 3 clusters Score -786825.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -786827.187500 Penalty: 4452.163574
	Iteration 41Q: 3 clusters Score -786827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -786830.437500 Penalty: 4452.163574
	Iteration 42Q: 3 clusters Score -786830.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -786835.937500 Penalty: 4452.163574
	Iteration 43Q: 3 clusters Score -786835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -786840.562500 Penalty: 4452.163574
	Iteration 44Q: 3 clusters Score -786840.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -786845.875000 Penalty: 4452.163574
	Iteration 45Q: 3 clusters Score -786845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -786848.750000 Penalty: 4452.163574
	Iteration 46Q: 3 clusters Score -786848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -786850.312500 Penalty: 4452.163574
	Iteration 47Q: 3 clusters Score -786850.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -786851.687500 Penalty: 4452.163574
	Iteration 48Q: 3 clusters Score -786851.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -786853.062500 Penalty: 4452.163574
	Iteration 49Q: 3 clusters Score -786853.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -786852.187500 Penalty: 4452.163574
	Iteration 50Q: 3 clusters Score -786852.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -786852.187500 Penalty: 4452.163574
	Iteration 51F: 3 clusters Score -786852.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Entering Unmasked Estep 
Score: -476230.406250 Penalty: 2140.856201
	Iteration 0F: 2 clusters Score -476230.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -471387.000000 Penalty: 4281.712402
	Iteration 0F: 3 clusters Score -471387 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -472726.750000 Penalty: 4281.712402
	Iteration 1F: 3 clusters Score -472726.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -473106.531250 Penalty: 4281.712402
	Iteration 2F: 3 clusters Score -473106.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -473475.500000 Penalty: 4281.712402
	Iteration 3F: 3 clusters Score -473475.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -473901.375000 Penalty: 4281.712402
	Iteration 4F: 3 clusters Score -473901.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -474298.562500 Penalty: 4281.712402
	Iteration 5F: 3 clusters Score -474298.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -474580.656250 Penalty: 4281.712402
	Iteration 6F: 3 clusters Score -474580.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -474801.062500 Penalty: 4281.712402
	Iteration 7Q: 3 clusters Score -474801.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -474976.812500 Penalty: 4281.712402
	Iteration 8Q: 3 clusters Score -474976.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -475080.218750 Penalty: 4281.712402
	Iteration 9Q: 3 clusters Score -475080.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -475140.437500 Penalty: 4281.712402
	Iteration 10Q: 3 clusters Score -475140.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -475187.312500 Penalty: 4281.712402
	Iteration 11Q: 3 clusters Score -475187.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -475231.718750 Penalty: 4281.712402
	Iteration 12Q: 3 clusters Score -475231.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -475265.750000 Penalty: 4281.712402
	Iteration 13Q: 3 clusters Score -475265.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -475296.593750 Penalty: 4281.712402
	Iteration 14Q: 3 clusters Score -475296.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -475322.562500 Penalty: 4281.712402
	Iteration 15Q: 3 clusters Score -475322.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -475354.625000 Penalty: 4281.712402
	Iteration 16Q: 3 clusters Score -475354.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -475386.125000 Penalty: 4281.712402
	Iteration 17Q: 3 clusters Score -475386.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -475417.000000 Penalty: 4281.712402
	Iteration 18Q: 3 clusters Score -475417 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -475449.156250 Penalty: 4281.712402
	Iteration 19Q: 3 clusters Score -475449.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -475483.750000 Penalty: 4281.712402
	Iteration 20F: 3 clusters Score -475483.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -475516.937500 Penalty: 4281.712402
	Iteration 21Q: 3 clusters Score -475516.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -475554.156250 Penalty: 4281.712402
	Iteration 22Q: 3 clusters Score -475554.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -475593.218750 Penalty: 4281.712402
	Iteration 23Q: 3 clusters Score -475593.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -475639.375000 Penalty: 4281.712402
	Iteration 24Q: 3 clusters Score -475639.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -475683.000000 Penalty: 4281.712402
	Iteration 25Q: 3 clusters Score -475683 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -475711.343750 Penalty: 4281.712402
	Iteration 26Q: 3 clusters Score -475711.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -475729.937500 Penalty: 4281.712402
	Iteration 27Q: 3 clusters Score -475729.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -475751.187500 Penalty: 4281.712402
	Iteration 28Q: 3 clusters Score -475751.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -475769.156250 Penalty: 4281.712402
	Iteration 29Q: 3 clusters Score -475769.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -475780.625000 Penalty: 4281.712402
	Iteration 30Q: 3 clusters Score -475780.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -475788.250000 Penalty: 4281.712402
	Iteration 31Q: 3 clusters Score -475788.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -475794.968750 Penalty: 4281.712402
	Iteration 32Q: 3 clusters Score -475795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -475799.843750 Penalty: 4281.712402
	Iteration 33Q: 3 clusters Score -475799.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -475807.906250 Penalty: 4281.712402
	Iteration 34Q: 3 clusters Score -475807.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -475812.312500 Penalty: 4281.712402
	Iteration 35Q: 3 clusters Score -475812.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -475814.500000 Penalty: 4281.712402
	Iteration 36Q: 3 clusters Score -475814.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -475815.718750 Penalty: 4281.712402
	Iteration 37Q: 3 clusters Score -475815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -475816.937500 Penalty: 4281.712402
	Iteration 38Q: 3 clusters Score -475816.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -475818.875000 Penalty: 4281.712402
	Iteration 39Q: 3 clusters Score -475818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -475819.062500 Penalty: 4281.712402
	Iteration 40F: 3 clusters Score -475819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -475819.968750 Penalty: 4281.712402
	Iteration 41Q: 3 clusters Score -475820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -475821.437500 Penalty: 4281.712402
	Iteration 42Q: 3 clusters Score -475821.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -475822.531250 Penalty: 4281.712402
	Iteration 43Q: 3 clusters Score -475822.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -475822.781250 Penalty: 4281.712402
	Iteration 44Q: 3 clusters Score -475822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -475822.781250 Penalty: 4281.712402
	Iteration 45F: 3 clusters Score -475822.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Entering Unmasked Estep 
Score: -708702.062500 Penalty: 2205.810059
	Iteration 0F: 2 clusters Score -708702.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -702742.687500 Penalty: 4411.620117
	Iteration 0F: 3 clusters Score -702742.7 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -704472.625000 Penalty: 4411.620117
	Iteration 1F: 3 clusters Score -704472.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -704886.187500 Penalty: 4411.620117
	Iteration 2F: 3 clusters Score -704886.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -705211.812500 Penalty: 4411.620117
	Iteration 3F: 3 clusters Score -705211.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -705499.375000 Penalty: 4411.620117
	Iteration 4F: 3 clusters Score -705499.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -705763.250000 Penalty: 4411.620117
	Iteration 5Q: 3 clusters Score -705763.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -706025.500000 Penalty: 4411.620117
	Iteration 6Q: 3 clusters Score -706025.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -706258.687500 Penalty: 4411.620117
	Iteration 7Q: 3 clusters Score -706258.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -706461.125000 Penalty: 4411.620117
	Iteration 8Q: 3 clusters Score -706461.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -706643.437500 Penalty: 4411.620117
	Iteration 9Q: 3 clusters Score -706643.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -706813.000000 Penalty: 4411.620117
	Iteration 10Q: 3 clusters Score -706813 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -706977.375000 Penalty: 4411.620117
	Iteration 11Q: 3 clusters Score -706977.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -707143.937500 Penalty: 4411.620117
	Iteration 12Q: 3 clusters Score -707143.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -707309.062500 Penalty: 4411.620117
	Iteration 13Q: 3 clusters Score -707309.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -707454.625000 Penalty: 4411.620117
	Iteration 14Q: 3 clusters Score -707454.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -707556.312500 Penalty: 4411.620117
	Iteration 15Q: 3 clusters Score -707556.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -707627.000000 Penalty: 4411.620117
	Iteration 16Q: 3 clusters Score -707627 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -707670.125000 Penalty: 4411.620117
	Iteration 17Q: 3 clusters Score -707670.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -707690.437500 Penalty: 4411.620117
	Iteration 18Q: 3 clusters Score -707690.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -707695.562500 Penalty: 4411.620117
	Iteration 19Q: 3 clusters Score -707695.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -707704.187500 Penalty: 4411.620117
	Iteration 20F: 3 clusters Score -707704.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -707709.250000 Penalty: 4411.620117
	Iteration 21Q: 3 clusters Score -707709.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -707715.625000 Penalty: 4411.620117
	Iteration 22Q: 3 clusters Score -707715.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -707719.812500 Penalty: 4411.620117
	Iteration 23Q: 3 clusters Score -707719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -707721.562500 Penalty: 4411.620117
	Iteration 24Q: 3 clusters Score -707721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -707722.187500 Penalty: 4411.620117
	Iteration 25Q: 3 clusters Score -707722.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -707722.625000 Penalty: 4411.620117
	Iteration 26Q: 3 clusters Score -707722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -707724.625000 Penalty: 4411.620117
	Iteration 27Q: 3 clusters Score -707724.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -707726.437500 Penalty: 4411.620117
	Iteration 28Q: 3 clusters Score -707726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -707727.562500 Penalty: 4411.620117
	Iteration 29Q: 3 clusters Score -707727.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -707727.562500 Penalty: 4411.620117
	Iteration 30F: 3 clusters Score -707727.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -330431.281250 Penalty: 2027.326294
	Iteration 0F: 2 clusters Score -330431.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -326850.187500 Penalty: 4054.652588
	Iteration 0F: 3 clusters Score -326850.2 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -327675.437500 Penalty: 4054.652588
	Iteration 1F: 3 clusters Score -327675.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -327990.968750 Penalty: 4054.652588
	Iteration 2F: 3 clusters Score -327991 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -328285.281250 Penalty: 4054.652588
	Iteration 3F: 3 clusters Score -328285.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -328596.875000 Penalty: 4054.652588
	Iteration 4F: 3 clusters Score -328596.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -328856.750000 Penalty: 4054.652588
	Iteration 5F: 3 clusters Score -328856.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -329083.343750 Penalty: 4054.652588
	Iteration 6F: 3 clusters Score -329083.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -329287.468750 Penalty: 4054.652588
	Iteration 7Q: 3 clusters Score -329287.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -329457.843750 Penalty: 4054.652588
	Iteration 8Q: 3 clusters Score -329457.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -329579.750000 Penalty: 4054.652588
	Iteration 9Q: 3 clusters Score -329579.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -329656.875000 Penalty: 4054.652588
	Iteration 10Q: 3 clusters Score -329656.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -329715.000000 Penalty: 4054.652588
	Iteration 11Q: 3 clusters Score -329715 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -329777.437500 Penalty: 4054.652588
	Iteration 12Q: 3 clusters Score -329777.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -329833.156250 Penalty: 4054.652588
	Iteration 13Q: 3 clusters Score -329833.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -329891.312500 Penalty: 4054.652588
	Iteration 14Q: 3 clusters Score -329891.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -329928.843750 Penalty: 4054.652588
	Iteration 15Q: 3 clusters Score -329928.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -329962.093750 Penalty: 4054.652588
	Iteration 16Q: 3 clusters Score -329962.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -329987.750000 Penalty: 4054.652588
	Iteration 17Q: 3 clusters Score -329987.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -329998.625000 Penalty: 4054.652588
	Iteration 18Q: 3 clusters Score -329998.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -330002.000000 Penalty: 4054.652588
	Iteration 19Q: 3 clusters Score -330002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -330002.625000 Penalty: 4054.652588
	Iteration 20F: 3 clusters Score -330002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -330002.968750 Penalty: 4054.652588
	Iteration 21Q: 3 clusters Score -330003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -330002.718750 Penalty: 4054.652588
	Iteration 22Q: 3 clusters Score -330002.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -330002.718750 Penalty: 4054.652588
	Iteration 23F: 3 clusters Score -330002.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Entering Unmasked Estep 
Score: -749726.562500 Penalty: 2208.886475
	Iteration 0F: 2 clusters Score -749726.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -743768.187500 Penalty: 4417.772949
	Iteration 0F: 3 clusters Score -743768.2 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -745289.687500 Penalty: 4417.772949
	Iteration 1F: 3 clusters Score -745289.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -745556.312500 Penalty: 4417.772949
	Iteration 2F: 3 clusters Score -745556.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -745737.687500 Penalty: 4417.772949
	Iteration 3F: 3 clusters Score -745737.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -745844.562500 Penalty: 4417.772949
	Iteration 4Q: 3 clusters Score -745844.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -745913.937500 Penalty: 4417.772949
	Iteration 5Q: 3 clusters Score -745913.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -745973.062500 Penalty: 4417.772949
	Iteration 6Q: 3 clusters Score -745973.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -746019.875000 Penalty: 4417.772949
	Iteration 7Q: 3 clusters Score -746019.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -746057.500000 Penalty: 4417.772949
	Iteration 8Q: 3 clusters Score -746057.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -746081.687500 Penalty: 4417.772949
	Iteration 9Q: 3 clusters Score -746081.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -746093.937500 Penalty: 4417.772949
	Iteration 10Q: 3 clusters Score -746093.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -746100.125000 Penalty: 4417.772949
	Iteration 11Q: 3 clusters Score -746100.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -746114.500000 Penalty: 4417.772949
	Iteration 12Q: 3 clusters Score -746114.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -746128.000000 Penalty: 4417.772949
	Iteration 13Q: 3 clusters Score -746128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -746143.125000 Penalty: 4417.772949
	Iteration 14Q: 3 clusters Score -746143.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -746160.062500 Penalty: 4417.772949
	Iteration 15Q: 3 clusters Score -746160.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -746170.937500 Penalty: 4417.772949
	Iteration 16Q: 3 clusters Score -746170.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -746185.187500 Penalty: 4417.772949
	Iteration 17Q: 3 clusters Score -746185.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -746200.750000 Penalty: 4417.772949
	Iteration 18Q: 3 clusters Score -746200.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -746216.625000 Penalty: 4417.772949
	Iteration 19Q: 3 clusters Score -746216.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -746235.312500 Penalty: 4417.772949
	Iteration 20F: 3 clusters Score -746235.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -746254.500000 Penalty: 4417.772949
	Iteration 21Q: 3 clusters Score -746254.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -746273.500000 Penalty: 4417.772949
	Iteration 22Q: 3 clusters Score -746273.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -746304.250000 Penalty: 4417.772949
	Iteration 23Q: 3 clusters Score -746304.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -746339.375000 Penalty: 4417.772949
	Iteration 24Q: 3 clusters Score -746339.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -746381.437500 Penalty: 4417.772949
	Iteration 25Q: 3 clusters Score -746381.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -746430.500000 Penalty: 4417.772949
	Iteration 26Q: 3 clusters Score -746430.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -746485.812500 Penalty: 4417.772949
	Iteration 27Q: 3 clusters Score -746485.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -746543.875000 Penalty: 4417.772949
	Iteration 28Q: 3 clusters Score -746543.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -746612.250000 Penalty: 4417.772949
	Iteration 29Q: 3 clusters Score -746612.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -746693.937500 Penalty: 4417.772949
	Iteration 30Q: 3 clusters Score -746693.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -746789.187500 Penalty: 4417.772949
	Iteration 31Q: 3 clusters Score -746789.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -746879.375000 Penalty: 4417.772949
	Iteration 32Q: 3 clusters Score -746879.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -746975.562500 Penalty: 4417.772949
	Iteration 33Q: 3 clusters Score -746975.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -747080.562500 Penalty: 4417.772949
	Iteration 34Q: 3 clusters Score -747080.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -747176.125000 Penalty: 4417.772949
	Iteration 35Q: 3 clusters Score -747176.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -747263.625000 Penalty: 4417.772949
	Iteration 36Q: 3 clusters Score -747263.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -747342.187500 Penalty: 4417.772949
	Iteration 37Q: 3 clusters Score -747342.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -747419.500000 Penalty: 4417.772949
	Iteration 38Q: 3 clusters Score -747419.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -747508.625000 Penalty: 4417.772949
	Iteration 39Q: 3 clusters Score -747508.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -747590.187500 Penalty: 4417.772949
	Iteration 40F: 3 clusters Score -747590.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -747645.375000 Penalty: 4417.772949
	Iteration 41Q: 3 clusters Score -747645.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -747689.875000 Penalty: 4417.772949
	Iteration 42Q: 3 clusters Score -747689.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -747718.500000 Penalty: 4417.772949
	Iteration 43Q: 3 clusters Score -747718.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -747743.437500 Penalty: 4417.772949
	Iteration 44Q: 3 clusters Score -747743.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -747764.562500 Penalty: 4417.772949
	Iteration 45Q: 3 clusters Score -747764.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -747784.687500 Penalty: 4417.772949
	Iteration 46Q: 3 clusters Score -747784.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -747806.500000 Penalty: 4417.772949
	Iteration 47Q: 3 clusters Score -747806.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -747826.437500 Penalty: 4417.772949
	Iteration 48Q: 3 clusters Score -747826.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -747841.312500 Penalty: 4417.772949
	Iteration 49Q: 3 clusters Score -747841.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -747856.187500 Penalty: 4417.772949
	Iteration 50Q: 3 clusters Score -747856.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -747863.062500 Penalty: 4417.772949
	Iteration 51Q: 3 clusters Score -747863.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -747868.250000 Penalty: 4417.772949
	Iteration 52Q: 3 clusters Score -747868.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -747868.562500 Penalty: 4417.772949
	Iteration 53Q: 3 clusters Score -747868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -747868.437500 Penalty: 4417.772949
	Iteration 54Q: 3 clusters Score -747868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -747869.937500 Penalty: 4417.772949
	Iteration 55Q: 3 clusters Score -747869.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -747870.562500 Penalty: 4417.772949
	Iteration 56Q: 3 clusters Score -747870.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -747872.750000 Penalty: 4417.772949
	Iteration 57Q: 3 clusters Score -747872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -747873.937500 Penalty: 4417.772949
	Iteration 58Q: 3 clusters Score -747873.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -747876.187500 Penalty: 4417.772949
	Iteration 59Q: 3 clusters Score -747876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -747877.750000 Penalty: 4417.772949
	Iteration 60F: 3 clusters Score -747877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -747878.250000 Penalty: 4417.772949
	Iteration 61Q: 3 clusters Score -747878.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -747878.000000 Penalty: 4417.772949
	Iteration 62Q: 3 clusters Score -747878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -747881.125000 Penalty: 4417.772949
	Iteration 63Q: 3 clusters Score -747881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -747881.250000 Penalty: 4417.772949
	Iteration 64Q: 3 clusters Score -747881.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -747881.250000 Penalty: 4417.772949
	Iteration 65F: 3 clusters Score -747881.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (66575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66575 members 
Entering Unmasked Estep 
Score: -6767812.000000 Penalty: 2754.309082
	Iteration 0F: 2 clusters Score -6767812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -6723249.000000 Penalty: 5508.618164
	Iteration 0F: 3 clusters Score -6723249 nChanged 31020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -6740416.000000 Penalty: 5508.618164
	Iteration 1F: 3 clusters Score -6740416 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -6740856.000000 Penalty: 5508.618164
	Iteration 2Q: 3 clusters Score -6740856 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -6741274.000000 Penalty: 5508.618164
	Iteration 3Q: 3 clusters Score -6741274 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -6741639.000000 Penalty: 5508.618164
	Iteration 4Q: 3 clusters Score -6741639 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -6742028.000000 Penalty: 5508.618164
	Iteration 5Q: 3 clusters Score -6742028 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -6742384.000000 Penalty: 5508.618164
	Iteration 6Q: 3 clusters Score -6742384 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -6742930.000000 Penalty: 5508.618164
	Iteration 7Q: 3 clusters Score -6742930 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -6743854.500000 Penalty: 5508.618164
	Iteration 8Q: 3 clusters Score -6743854 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -6745439.500000 Penalty: 5508.618164
	Iteration 9Q: 3 clusters Score -6745440 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -6748271.000000 Penalty: 5508.618164
	Iteration 10F: 3 clusters Score -6748271 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -6752734.000000 Penalty: 5508.618164
	Iteration 11F: 3 clusters Score -6752734 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -6758021.500000 Penalty: 5508.618164
	Iteration 12F: 3 clusters Score -6758022 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -6762306.000000 Penalty: 5508.618164
	Iteration 13F: 3 clusters Score -6762306 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6764310.500000 Penalty: 5508.618164
	Iteration 14Q: 3 clusters Score -6764310 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65956 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6765028.500000 Penalty: 5508.618164
	Iteration 15Q: 3 clusters Score -6765028 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6765257.500000 Penalty: 5508.618164
	Iteration 16Q: 3 clusters Score -6765258 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6765334.000000 Penalty: 5508.618164
	Iteration 17Q: 3 clusters Score -6765334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6765367.000000 Penalty: 5508.618164
	Iteration 18Q: 3 clusters Score -6765367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6765392.500000 Penalty: 5508.618164
	Iteration 19Q: 3 clusters Score -6765392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6765408.000000 Penalty: 5508.618164
	Iteration 20F: 3 clusters Score -6765408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6765426.500000 Penalty: 5508.618164
	Iteration 21Q: 3 clusters Score -6765426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6765432.000000 Penalty: 5508.618164
	Iteration 22Q: 3 clusters Score -6765432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66301 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6765439.000000 Penalty: 5508.618164
	Iteration 23Q: 3 clusters Score -6765439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6765443.500000 Penalty: 5508.618164
	Iteration 24Q: 3 clusters Score -6765444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6765443.500000 Penalty: 5508.618164
	Iteration 25F: 3 clusters Score -6765444 nChanged 0
22->34 Clusters: Score -157158768.000000, best is -157157984.000000
THE BEST YET!

Starting from 23 clusters...
--- Clustering full data set of 1618423 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73184 members 
Mstep: Class 2 contains 73749 members 
Mstep: Class 3 contains 74038 members 
Mstep: Class 4 contains 73162 members 
Mstep: Class 5 contains 74005 members 
Mstep: Class 6 contains 73450 members 
Mstep: Class 7 contains 73588 members 
Mstep: Class 8 contains 73421 members 
Mstep: Class 9 contains 73604 members 
Mstep: Class 10 contains 73601 members 
Mstep: Class 11 contains 72980 members 
Mstep: Class 12 contains 73493 members 
Mstep: Class 13 contains 73633 members 
Mstep: Class 14 contains 73311 members 
Mstep: Class 15 contains 73802 members 
Mstep: Class 16 contains 73373 members 
Mstep: Class 17 contains 73451 members 
Mstep: Class 18 contains 73660 members 
Mstep: Class 19 contains 73542 members 
Mstep: Class 20 contains 73504 members 
Mstep: Class 21 contains 74257 members 
Mstep: Class 22 contains 73615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1166.952026 but Gain 3545.648438
Score: -150071200.000000 Penalty: 74458.578125
Iteration 0F: 22 clusters Score -1.500712e+08 nChanged 1536472
Entering Unmasked Mstep 
Mstep: Class 0 contains 292 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 58474 members 
Mstep: Class 3 contains 75407 members 
Mstep: Class 4 contains 47778 members 
Mstep: Class 5 contains 90036 members 
Mstep: Class 6 contains 72413 members 
Mstep: Class 7 contains 45537 members 
Mstep: Class 8 contains 51970 members 
Mstep: Class 9 contains 50638 members 
Mstep: Class 10 contains 67946 members 
Mstep: Class 12 contains 90249 members 
Mstep: Class 13 contains 46991 members 
Mstep: Class 14 contains 91784 members 
Mstep: Class 15 contains 223975 members 
Mstep: Class 16 contains 66020 members 
Mstep: Class 17 contains 113402 members 
Mstep: Class 18 contains 75991 members 
Mstep: Class 19 contains 57592 members 
Mstep: Class 20 contains 90597 members 
Mstep: Class 21 contains 90894 members 
Mstep: Class 22 contains 67231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154207152.000000 Penalty: 74458.578125
Iteration 1F: 22 clusters Score -1.542072e+08 nChanged 571685
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 57399 members 
Mstep: Class 3 contains 92338 members 
Mstep: Class 4 contains 34069 members 
Mstep: Class 5 contains 116159 members 
Mstep: Class 6 contains 82620 members 
Mstep: Class 7 contains 33708 members 
Mstep: Class 8 contains 48794 members 
Mstep: Class 9 contains 32560 members 
Mstep: Class 10 contains 81455 members 
Mstep: Class 12 contains 123792 members 
Mstep: Class 13 contains 40724 members 
Mstep: Class 14 contains 103925 members 
Mstep: Class 15 contains 252230 members 
Mstep: Class 16 contains 77672 members 
Mstep: Class 17 contains 79726 members 
Mstep: Class 18 contains 67433 members 
Mstep: Class 19 contains 51264 members 
Mstep: Class 20 contains 100587 members 
Mstep: Class 21 contains 76694 members 
Mstep: Class 22 contains 36895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155141888.000000 Penalty: 74458.578125
Iteration 2F: 22 clusters Score -1.551419e+08 nChanged 410241
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 50114 members 
Mstep: Class 3 contains 98249 members 
Mstep: Class 4 contains 33093 members 
Mstep: Class 5 contains 144592 members 
Mstep: Class 6 contains 84234 members 
Mstep: Class 7 contains 27565 members 
Mstep: Class 8 contains 44991 members 
Mstep: Class 9 contains 26142 members 
Mstep: Class 10 contains 79560 members 
Mstep: Class 12 contains 145485 members 
Mstep: Class 13 contains 33096 members 
Mstep: Class 14 contains 105661 members 
Mstep: Class 15 contains 289299 members 
Mstep: Class 16 contains 89583 members 
Mstep: Class 17 contains 56805 members 
Mstep: Class 18 contains 54292 members 
Mstep: Class 19 contains 41764 members 
Mstep: Class 20 contains 98144 members 
Mstep: Class 21 contains 74994 members 
Mstep: Class 22 contains 23135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155620624.000000 Penalty: 74458.578125
Iteration 3F: 22 clusters Score -1.556206e+08 nChanged 312533
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 39863 members 
Mstep: Class 3 contains 94111 members 
Mstep: Class 4 contains 31215 members 
Mstep: Class 5 contains 171459 members 
Mstep: Class 6 contains 76155 members 
Mstep: Class 7 contains 24640 members 
Mstep: Class 8 contains 43568 members 
Mstep: Class 9 contains 27904 members 
Mstep: Class 10 contains 66891 members 
Mstep: Class 12 contains 162907 members 
Mstep: Class 13 contains 25837 members 
Mstep: Class 14 contains 101807 members 
Mstep: Class 15 contains 336353 members 
Mstep: Class 16 contains 98465 members 
Mstep: Class 17 contains 45460 members 
Mstep: Class 18 contains 44411 members 
Mstep: Class 19 contains 32543 members 
Mstep: Class 20 contains 87811 members 
Mstep: Class 21 contains 78313 members 
Mstep: Class 22 contains 17813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155920640.000000 Penalty: 74458.578125
Iteration 4F: 22 clusters Score -1.559206e+08 nChanged 259718
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 30884 members 
Mstep: Class 3 contains 84247 members 
Mstep: Class 4 contains 27135 members 
Mstep: Class 5 contains 200459 members 
Mstep: Class 6 contains 61677 members 
Mstep: Class 7 contains 23787 members 
Mstep: Class 8 contains 46399 members 
Mstep: Class 9 contains 33014 members 
Mstep: Class 10 contains 51481 members 
Mstep: Class 12 contains 179549 members 
Mstep: Class 13 contains 20199 members 
Mstep: Class 14 contains 96811 members 
Mstep: Class 15 contains 382805 members 
Mstep: Class 16 contains 104026 members 
Mstep: Class 17 contains 38915 members 
Mstep: Class 18 contains 38348 members 
Mstep: Class 19 contains 23797 members 
Mstep: Class 20 contains 73239 members 
Mstep: Class 21 contains 79720 members 
Mstep: Class 22 contains 14685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156129536.000000 Penalty: 74458.578125
Iteration 5F: 22 clusters Score -1.561295e+08 nChanged 224208
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 25820 members 
Mstep: Class 3 contains 73939 members 
Mstep: Class 4 contains 23281 members 
Mstep: Class 5 contains 230480 members 
Mstep: Class 6 contains 45214 members 
Mstep: Class 7 contains 25999 members 
Mstep: Class 8 contains 50533 members 
Mstep: Class 9 contains 36721 members 
Mstep: Class 10 contains 38785 members 
Mstep: Class 12 contains 195649 members 
Mstep: Class 13 contains 16524 members 
Mstep: Class 14 contains 92236 members 
Mstep: Class 15 contains 414735 members 
Mstep: Class 16 contains 107813 members 
Mstep: Class 17 contains 34112 members 
Mstep: Class 18 contains 36348 members 
Mstep: Class 19 contains 16423 members 
Mstep: Class 20 contains 57132 members 
Mstep: Class 21 contains 78664 members 
Mstep: Class 22 contains 12391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156269520.000000 Penalty: 74458.578125
Iteration 6F: 22 clusters Score -1.562695e+08 nChanged 189381
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 24982 members 
Mstep: Class 3 contains 66506 members 
Mstep: Class 4 contains 20805 members 
Mstep: Class 5 contains 259070 members 
Mstep: Class 6 contains 30957 members 
Mstep: Class 7 contains 30519 members 
Mstep: Class 8 contains 54729 members 
Mstep: Class 9 contains 37582 members 
Mstep: Class 10 contains 30810 members 
Mstep: Class 12 contains 213639 members 
Mstep: Class 13 contains 14633 members 
Mstep: Class 14 contains 88007 members 
Mstep: Class 15 contains 422130 members 
Mstep: Class 16 contains 110419 members 
Mstep: Class 17 contains 30599 members 
Mstep: Class 18 contains 36376 members 
Mstep: Class 19 contains 11635 members 
Mstep: Class 20 contains 41493 members 
Mstep: Class 21 contains 77053 members 
Mstep: Class 22 contains 11247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156370928.000000 Penalty: 74458.578125
Iteration 7F: 22 clusters Score -1.563709e+08 nChanged 154534
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 25973 members 
Mstep: Class 3 contains 62609 members 
Mstep: Class 4 contains 20385 members 
Mstep: Class 5 contains 282760 members 
Mstep: Class 6 contains 20128 members 
Mstep: Class 7 contains 35568 members 
Mstep: Class 8 contains 58497 members 
Mstep: Class 9 contains 36664 members 
Mstep: Class 10 contains 26972 members 
Mstep: Class 12 contains 233844 members 
Mstep: Class 13 contains 13861 members 
Mstep: Class 14 contains 83791 members 
Mstep: Class 15 contains 412568 members 
Mstep: Class 16 contains 111324 members 
Mstep: Class 17 contains 27911 members 
Mstep: Class 18 contains 36562 members 
Mstep: Class 19 contains 9063 members 
Mstep: Class 20 contains 28324 members 
Mstep: Class 21 contains 75549 members 
Mstep: Class 22 contains 10591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156449552.000000 Penalty: 74458.578125
Iteration 8F: 22 clusters Score -1.564496e+08 nChanged 127551
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 27228 members 
Mstep: Class 3 contains 61743 members 
Mstep: Class 4 contains 20132 members 
Mstep: Class 5 contains 299016 members 
Mstep: Class 6 contains 12894 members 
Mstep: Class 7 contains 40830 members 
Mstep: Class 8 contains 61660 members 
Mstep: Class 9 contains 35491 members 
Mstep: Class 10 contains 25946 members 
Mstep: Class 12 contains 254624 members 
Mstep: Class 13 contains 13835 members 
Mstep: Class 14 contains 79189 members 
Mstep: Class 15 contains 395251 members 
Mstep: Class 16 contains 110253 members 
Mstep: Class 17 contains 25961 members 
Mstep: Class 18 contains 36782 members 
Mstep: Class 19 contains 8202 members 
Mstep: Class 20 contains 18972 members 
Mstep: Class 21 contains 74229 members 
Mstep: Class 22 contains 10260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156511536.000000 Penalty: 74458.578125
Iteration 9F: 22 clusters Score -1.565115e+08 nChanged 107703
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 28298 members 
Mstep: Class 3 contains 62659 members 
Mstep: Class 4 contains 19792 members 
Mstep: Class 5 contains 307807 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 46552 members 
Mstep: Class 8 contains 64475 members 
Mstep: Class 9 contains 34437 members 
Mstep: Class 10 contains 26815 members 
Mstep: Class 12 contains 274223 members 
Mstep: Class 13 contains 14152 members 
Mstep: Class 14 contains 74355 members 
Mstep: Class 15 contains 376201 members 
Mstep: Class 16 contains 107721 members 
Mstep: Class 17 contains 24583 members 
Mstep: Class 18 contains 36993 members 
Mstep: Class 19 contains 8282 members 
Mstep: Class 20 contains 13196 members 
Mstep: Class 21 contains 73082 members 
Mstep: Class 22 contains 10053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156562368.000000 Penalty: 74458.578125
Iteration 10F: 22 clusters Score -1.565624e+08 nChanged 92707
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 29165 members 
Mstep: Class 3 contains 64381 members 
Mstep: Class 4 contains 19415 members 
Mstep: Class 5 contains 310402 members 
Mstep: Class 6 contains 5814 members 
Mstep: Class 7 contains 52611 members 
Mstep: Class 8 contains 67129 members 
Mstep: Class 9 contains 33599 members 
Mstep: Class 10 contains 29312 members 
Mstep: Class 12 contains 291088 members 
Mstep: Class 13 contains 14539 members 
Mstep: Class 14 contains 69482 members 
Mstep: Class 15 contains 359488 members 
Mstep: Class 16 contains 104159 members 
Mstep: Class 17 contains 23574 members 
Mstep: Class 18 contains 37306 members 
Mstep: Class 19 contains 8627 members 
Mstep: Class 20 contains 9628 members 
Mstep: Class 21 contains 71885 members 
Mstep: Class 22 contains 9876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156602240.000000 Penalty: 74458.578125
Iteration 11F: 22 clusters Score -1.566022e+08 nChanged 82984
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 30089 members 
Mstep: Class 3 contains 66350 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 308000 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 58705 members 
Mstep: Class 8 contains 69723 members 
Mstep: Class 9 contains 32916 members 
Mstep: Class 10 contains 33320 members 
Mstep: Class 12 contains 305256 members 
Mstep: Class 13 contains 14859 members 
Mstep: Class 14 contains 65029 members 
Mstep: Class 15 contains 346152 members 
Mstep: Class 16 contains 99943 members 
Mstep: Class 17 contains 22761 members 
Mstep: Class 18 contains 37586 members 
Mstep: Class 19 contains 8906 members 
Mstep: Class 20 contains 7368 members 
Mstep: Class 21 contains 70646 members 
Mstep: Class 22 contains 9700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156636176.000000 Penalty: 74458.578125
Iteration 12F: 22 clusters Score -1.566362e+08 nChanged 76712
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 31084 members 
Mstep: Class 3 contains 68477 members 
Mstep: Class 4 contains 19466 members 
Mstep: Class 5 contains 301384 members 
Mstep: Class 6 contains 3611 members 
Mstep: Class 7 contains 64726 members 
Mstep: Class 8 contains 72135 members 
Mstep: Class 9 contains 32444 members 
Mstep: Class 10 contains 38638 members 
Mstep: Class 12 contains 317474 members 
Mstep: Class 13 contains 15098 members 
Mstep: Class 14 contains 60968 members 
Mstep: Class 15 contains 336040 members 
Mstep: Class 16 contains 95234 members 
Mstep: Class 17 contains 22083 members 
Mstep: Class 18 contains 37843 members 
Mstep: Class 19 contains 8974 members 
Mstep: Class 20 contains 5997 members 
Mstep: Class 21 contains 69439 members 
Mstep: Class 22 contains 9502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3359.443604 but Gain 3545.640625
Score: -156667056.000000 Penalty: 70912.937500
Iteration 13Q: 21 clusters Score -1.566671e+08 nChanged 75591
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 32001 members 
Mstep: Class 3 contains 70411 members 
Mstep: Class 4 contains 19868 members 
Mstep: Class 5 contains 291060 members 
Mstep: Class 7 contains 70704 members 
Mstep: Class 8 contains 74557 members 
Mstep: Class 9 contains 32148 members 
Mstep: Class 10 contains 46051 members 
Mstep: Class 12 contains 329544 members 
Mstep: Class 13 contains 15197 members 
Mstep: Class 14 contains 57570 members 
Mstep: Class 15 contains 329078 members 
Mstep: Class 16 contains 90746 members 
Mstep: Class 17 contains 21413 members 
Mstep: Class 18 contains 38136 members 
Mstep: Class 19 contains 8925 members 
Mstep: Class 20 contains 5134 members 
Mstep: Class 21 contains 68302 members 
Mstep: Class 22 contains 9332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156708848.000000 Penalty: 70912.937500
Iteration 14Q: 21 clusters Score -1.567088e+08 nChanged 67921
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 32541 members 
Mstep: Class 3 contains 72053 members 
Mstep: Class 4 contains 20294 members 
Mstep: Class 5 contains 278871 members 
Mstep: Class 7 contains 76657 members 
Mstep: Class 8 contains 76299 members 
Mstep: Class 9 contains 31997 members 
Mstep: Class 10 contains 54023 members 
Mstep: Class 12 contains 345373 members 
Mstep: Class 13 contains 15663 members 
Mstep: Class 14 contains 54541 members 
Mstep: Class 15 contains 315631 members 
Mstep: Class 16 contains 86904 members 
Mstep: Class 17 contains 20856 members 
Mstep: Class 18 contains 38486 members 
Mstep: Class 19 contains 8531 members 
Mstep: Class 20 contains 4631 members 
Mstep: Class 21 contains 67209 members 
Mstep: Class 22 contains 9170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156739280.000000 Penalty: 70912.937500
Iteration 15Q: 21 clusters Score -1.567393e+08 nChanged 68055
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 32716 members 
Mstep: Class 3 contains 73536 members 
Mstep: Class 4 contains 20735 members 
Mstep: Class 5 contains 266279 members 
Mstep: Class 7 contains 82128 members 
Mstep: Class 8 contains 77910 members 
Mstep: Class 9 contains 31954 members 
Mstep: Class 10 contains 62455 members 
Mstep: Class 12 contains 364632 members 
Mstep: Class 13 contains 16772 members 
Mstep: Class 14 contains 52151 members 
Mstep: Class 15 contains 297250 members 
Mstep: Class 16 contains 83823 members 
Mstep: Class 17 contains 20279 members 
Mstep: Class 18 contains 38877 members 
Mstep: Class 19 contains 8264 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 66174 members 
Mstep: Class 22 contains 9036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156755312.000000 Penalty: 70912.937500
Iteration 16Q: 21 clusters Score -1.567553e+08 nChanged 73142
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 32700 members 
Mstep: Class 3 contains 74943 members 
Mstep: Class 4 contains 21024 members 
Mstep: Class 5 contains 255937 members 
Mstep: Class 7 contains 87777 members 
Mstep: Class 8 contains 79970 members 
Mstep: Class 9 contains 32117 members 
Mstep: Class 10 contains 70875 members 
Mstep: Class 12 contains 387571 members 
Mstep: Class 13 contains 17953 members 
Mstep: Class 14 contains 50464 members 
Mstep: Class 15 contains 269412 members 
Mstep: Class 16 contains 82332 members 
Mstep: Class 17 contains 19635 members 
Mstep: Class 18 contains 39371 members 
Mstep: Class 19 contains 8204 members 
Mstep: Class 20 contains 4045 members 
Mstep: Class 21 contains 65506 members 
Mstep: Class 22 contains 8908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156755504.000000 Penalty: 70912.937500
Iteration 17Q: 21 clusters Score -1.567555e+08 nChanged 76451
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 32550 members 
Mstep: Class 3 contains 76386 members 
Mstep: Class 4 contains 21218 members 
Mstep: Class 5 contains 249603 members 
Mstep: Class 7 contains 94043 members 
Mstep: Class 8 contains 83050 members 
Mstep: Class 9 contains 32402 members 
Mstep: Class 10 contains 78224 members 
Mstep: Class 12 contains 408659 members 
Mstep: Class 13 contains 19080 members 
Mstep: Class 14 contains 49228 members 
Mstep: Class 15 contains 236262 members 
Mstep: Class 16 contains 82373 members 
Mstep: Class 17 contains 18952 members 
Mstep: Class 18 contains 39965 members 
Mstep: Class 19 contains 8289 members 
Mstep: Class 20 contains 3843 members 
Mstep: Class 21 contains 65172 members 
Mstep: Class 22 contains 8800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156746784.000000 Penalty: 70912.937500
Iteration 18Q: 21 clusters Score -1.567468e+08 nChanged 70600
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 32404 members 
Mstep: Class 3 contains 77557 members 
Mstep: Class 4 contains 21364 members 
Mstep: Class 5 contains 245976 members 
Mstep: Class 7 contains 100737 members 
Mstep: Class 8 contains 87124 members 
Mstep: Class 9 contains 32717 members 
Mstep: Class 10 contains 84312 members 
Mstep: Class 12 contains 419460 members 
Mstep: Class 13 contains 20151 members 
Mstep: Class 14 contains 48305 members 
Mstep: Class 15 contains 209174 members 
Mstep: Class 16 contains 83385 members 
Mstep: Class 17 contains 18326 members 
Mstep: Class 18 contains 40558 members 
Mstep: Class 19 contains 8567 members 
Mstep: Class 20 contains 3638 members 
Mstep: Class 21 contains 65015 members 
Mstep: Class 22 contains 8717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156747120.000000 Penalty: 70912.937500
Iteration 19Q: 21 clusters Score -1.567471e+08 nChanged 58460
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 32232 members 
Mstep: Class 3 contains 78303 members 
Mstep: Class 4 contains 21447 members 
Mstep: Class 5 contains 243269 members 
Mstep: Class 7 contains 107077 members 
Mstep: Class 8 contains 91650 members 
Mstep: Class 9 contains 32856 members 
Mstep: Class 10 contains 89568 members 
Mstep: Class 12 contains 419979 members 
Mstep: Class 13 contains 21046 members 
Mstep: Class 14 contains 47685 members 
Mstep: Class 15 contains 192657 members 
Mstep: Class 16 contains 84542 members 
Mstep: Class 17 contains 17786 members 
Mstep: Class 18 contains 41042 members 
Mstep: Class 19 contains 8860 members 
Mstep: Class 20 contains 3460 members 
Mstep: Class 21 contains 64814 members 
Mstep: Class 22 contains 8640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156766752.000000 Penalty: 70912.937500
Iteration 20F: 21 clusters Score -1.567668e+08 nChanged 53131
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 31895 members 
Mstep: Class 3 contains 78470 members 
Mstep: Class 4 contains 21273 members 
Mstep: Class 5 contains 238418 members 
Mstep: Class 7 contains 112889 members 
Mstep: Class 8 contains 95512 members 
Mstep: Class 9 contains 32292 members 
Mstep: Class 10 contains 97917 members 
Mstep: Class 12 contains 417059 members 
Mstep: Class 13 contains 21711 members 
Mstep: Class 14 contains 46980 members 
Mstep: Class 15 contains 181832 members 
Mstep: Class 16 contains 85541 members 
Mstep: Class 17 contains 17263 members 
Mstep: Class 18 contains 41387 members 
Mstep: Class 19 contains 9482 members 
Mstep: Class 20 contains 3410 members 
Mstep: Class 21 contains 64428 members 
Mstep: Class 22 contains 8581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156790640.000000 Penalty: 70912.937500
Iteration 21Q: 21 clusters Score -1.567906e+08 nChanged 47124
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 31530 members 
Mstep: Class 3 contains 77703 members 
Mstep: Class 4 contains 21185 members 
Mstep: Class 5 contains 235590 members 
Mstep: Class 7 contains 118075 members 
Mstep: Class 8 contains 98827 members 
Mstep: Class 9 contains 31563 members 
Mstep: Class 10 contains 104156 members 
Mstep: Class 12 contains 412574 members 
Mstep: Class 13 contains 22202 members 
Mstep: Class 14 contains 46396 members 
Mstep: Class 15 contains 175137 members 
Mstep: Class 16 contains 86439 members 
Mstep: Class 17 contains 16870 members 
Mstep: Class 18 contains 41629 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 3406 members 
Mstep: Class 21 contains 63905 members 
Mstep: Class 22 contains 8522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156807872.000000 Penalty: 70912.937500
Iteration 22Q: 21 clusters Score -1.568079e+08 nChanged 41302
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 31131 members 
Mstep: Class 3 contains 76383 members 
Mstep: Class 4 contains 21073 members 
Mstep: Class 5 contains 233848 members 
Mstep: Class 7 contains 122682 members 
Mstep: Class 8 contains 101543 members 
Mstep: Class 9 contains 30807 members 
Mstep: Class 10 contains 108928 members 
Mstep: Class 12 contains 408179 members 
Mstep: Class 13 contains 22565 members 
Mstep: Class 14 contains 45821 members 
Mstep: Class 15 contains 171093 members 
Mstep: Class 16 contains 87094 members 
Mstep: Class 17 contains 16511 members 
Mstep: Class 18 contains 41763 members 
Mstep: Class 19 contains 10772 members 
Mstep: Class 20 contains 3416 members 
Mstep: Class 21 contains 63343 members 
Mstep: Class 22 contains 8485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156822240.000000 Penalty: 70912.937500
Iteration 23Q: 21 clusters Score -1.568222e+08 nChanged 36027
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 30754 members 
Mstep: Class 3 contains 74692 members 
Mstep: Class 4 contains 20967 members 
Mstep: Class 5 contains 232796 members 
Mstep: Class 7 contains 126630 members 
Mstep: Class 8 contains 103502 members 
Mstep: Class 9 contains 30079 members 
Mstep: Class 10 contains 112645 members 
Mstep: Class 12 contains 404675 members 
Mstep: Class 13 contains 22831 members 
Mstep: Class 14 contains 45308 members 
Mstep: Class 15 contains 168681 members 
Mstep: Class 16 contains 87563 members 
Mstep: Class 17 contains 16205 members 
Mstep: Class 18 contains 41836 members 
Mstep: Class 19 contains 11312 members 
Mstep: Class 20 contains 3456 members 
Mstep: Class 21 contains 62650 members 
Mstep: Class 22 contains 8460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156835264.000000 Penalty: 70912.937500
Iteration 24Q: 21 clusters Score -1.568353e+08 nChanged 32478
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 30398 members 
Mstep: Class 3 contains 72632 members 
Mstep: Class 4 contains 20795 members 
Mstep: Class 5 contains 232359 members 
Mstep: Class 7 contains 130170 members 
Mstep: Class 8 contains 105112 members 
Mstep: Class 9 contains 29389 members 
Mstep: Class 10 contains 115725 members 
Mstep: Class 12 contains 401219 members 
Mstep: Class 13 contains 23047 members 
Mstep: Class 14 contains 44850 members 
Mstep: Class 15 contains 167400 members 
Mstep: Class 16 contains 87900 members 
Mstep: Class 17 contains 15912 members 
Mstep: Class 18 contains 41931 members 
Mstep: Class 19 contains 11909 members 
Mstep: Class 20 contains 3564 members 
Mstep: Class 21 contains 61937 members 
Mstep: Class 22 contains 8442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156846688.000000 Penalty: 70912.937500
Iteration 25Q: 21 clusters Score -1.568467e+08 nChanged 29787
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 30059 members 
Mstep: Class 3 contains 70422 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 232498 members 
Mstep: Class 7 contains 133254 members 
Mstep: Class 8 contains 106124 members 
Mstep: Class 9 contains 28696 members 
Mstep: Class 10 contains 118333 members 
Mstep: Class 12 contains 398309 members 
Mstep: Class 13 contains 23196 members 
Mstep: Class 14 contains 44499 members 
Mstep: Class 15 contains 166759 members 
Mstep: Class 16 contains 88124 members 
Mstep: Class 17 contains 15673 members 
Mstep: Class 18 contains 42000 members 
Mstep: Class 19 contains 12515 members 
Mstep: Class 20 contains 3663 members 
Mstep: Class 21 contains 61293 members 
Mstep: Class 22 contains 8418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156858160.000000 Penalty: 70912.937500
Iteration 26Q: 21 clusters Score -1.568582e+08 nChanged 27324
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 29747 members 
Mstep: Class 3 contains 68253 members 
Mstep: Class 4 contains 20295 members 
Mstep: Class 5 contains 233128 members 
Mstep: Class 7 contains 135976 members 
Mstep: Class 8 contains 106661 members 
Mstep: Class 9 contains 28133 members 
Mstep: Class 10 contains 120583 members 
Mstep: Class 12 contains 395866 members 
Mstep: Class 13 contains 23233 members 
Mstep: Class 14 contains 44207 members 
Mstep: Class 15 contains 166266 members 
Mstep: Class 16 contains 88214 members 
Mstep: Class 17 contains 15401 members 
Mstep: Class 18 contains 42084 members 
Mstep: Class 19 contains 13134 members 
Mstep: Class 20 contains 3847 members 
Mstep: Class 21 contains 60676 members 
Mstep: Class 22 contains 8392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156866576.000000 Penalty: 70912.937500
Iteration 27Q: 21 clusters Score -1.568666e+08 nChanged 25435
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 29443 members 
Mstep: Class 3 contains 65964 members 
Mstep: Class 4 contains 20025 members 
Mstep: Class 5 contains 234282 members 
Mstep: Class 7 contains 138370 members 
Mstep: Class 8 contains 106855 members 
Mstep: Class 9 contains 27656 members 
Mstep: Class 10 contains 122614 members 
Mstep: Class 12 contains 393810 members 
Mstep: Class 13 contains 23263 members 
Mstep: Class 14 contains 43922 members 
Mstep: Class 15 contains 165866 members 
Mstep: Class 16 contains 88226 members 
Mstep: Class 17 contains 15121 members 
Mstep: Class 18 contains 42173 members 
Mstep: Class 19 contains 13735 members 
Mstep: Class 20 contains 4125 members 
Mstep: Class 21 contains 60007 members 
Mstep: Class 22 contains 8369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156876544.000000 Penalty: 70912.937500
Iteration 28Q: 21 clusters Score -1.568765e+08 nChanged 23584
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 29142 members 
Mstep: Class 3 contains 63794 members 
Mstep: Class 4 contains 19775 members 
Mstep: Class 5 contains 235822 members 
Mstep: Class 7 contains 140410 members 
Mstep: Class 8 contains 106807 members 
Mstep: Class 9 contains 27194 members 
Mstep: Class 10 contains 124533 members 
Mstep: Class 12 contains 392035 members 
Mstep: Class 13 contains 23290 members 
Mstep: Class 14 contains 43638 members 
Mstep: Class 15 contains 165283 members 
Mstep: Class 16 contains 88207 members 
Mstep: Class 17 contains 14848 members 
Mstep: Class 18 contains 42291 members 
Mstep: Class 19 contains 14339 members 
Mstep: Class 20 contains 4446 members 
Mstep: Class 21 contains 59359 members 
Mstep: Class 22 contains 8338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156885376.000000 Penalty: 70912.937500
Iteration 29Q: 21 clusters Score -1.568854e+08 nChanged 22215
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 28797 members 
Mstep: Class 3 contains 61641 members 
Mstep: Class 4 contains 19540 members 
Mstep: Class 5 contains 237833 members 
Mstep: Class 7 contains 142299 members 
Mstep: Class 8 contains 106557 members 
Mstep: Class 9 contains 26781 members 
Mstep: Class 10 contains 126343 members 
Mstep: Class 12 contains 390634 members 
Mstep: Class 13 contains 23331 members 
Mstep: Class 14 contains 43352 members 
Mstep: Class 15 contains 164232 members 
Mstep: Class 16 contains 88123 members 
Mstep: Class 17 contains 14593 members 
Mstep: Class 18 contains 42408 members 
Mstep: Class 19 contains 14911 members 
Mstep: Class 20 contains 4772 members 
Mstep: Class 21 contains 58756 members 
Mstep: Class 22 contains 8321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156893520.000000 Penalty: 70912.937500
Iteration 30Q: 21 clusters Score -1.568935e+08 nChanged 20738
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 28448 members 
Mstep: Class 3 contains 59433 members 
Mstep: Class 4 contains 19320 members 
Mstep: Class 5 contains 240291 members 
Mstep: Class 7 contains 143996 members 
Mstep: Class 8 contains 106139 members 
Mstep: Class 9 contains 26415 members 
Mstep: Class 10 contains 128118 members 
Mstep: Class 12 contains 389455 members 
Mstep: Class 13 contains 23361 members 
Mstep: Class 14 contains 43059 members 
Mstep: Class 15 contains 162850 members 
Mstep: Class 16 contains 87955 members 
Mstep: Class 17 contains 14390 members 
Mstep: Class 18 contains 42517 members 
Mstep: Class 19 contains 15477 members 
Mstep: Class 20 contains 5111 members 
Mstep: Class 21 contains 58248 members 
Mstep: Class 22 contains 8299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156900656.000000 Penalty: 70912.937500
Iteration 31Q: 21 clusters Score -1.569007e+08 nChanged 19421
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 28133 members 
Mstep: Class 3 contains 57176 members 
Mstep: Class 4 contains 19157 members 
Mstep: Class 5 contains 243215 members 
Mstep: Class 7 contains 145552 members 
Mstep: Class 8 contains 105481 members 
Mstep: Class 9 contains 26073 members 
Mstep: Class 10 contains 129851 members 
Mstep: Class 12 contains 388410 members 
Mstep: Class 13 contains 23377 members 
Mstep: Class 14 contains 42802 members 
Mstep: Class 15 contains 161158 members 
Mstep: Class 16 contains 87812 members 
Mstep: Class 17 contains 14264 members 
Mstep: Class 18 contains 42603 members 
Mstep: Class 19 contains 15965 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 57799 members 
Mstep: Class 22 contains 8266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156907120.000000 Penalty: 70912.937500
Iteration 32Q: 21 clusters Score -1.569071e+08 nChanged 18028
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 27831 members 
Mstep: Class 3 contains 54953 members 
Mstep: Class 4 contains 19024 members 
Mstep: Class 5 contains 246489 members 
Mstep: Class 7 contains 146923 members 
Mstep: Class 8 contains 104670 members 
Mstep: Class 9 contains 25764 members 
Mstep: Class 10 contains 131480 members 
Mstep: Class 12 contains 387794 members 
Mstep: Class 13 contains 23380 members 
Mstep: Class 14 contains 42584 members 
Mstep: Class 15 contains 159008 members 
Mstep: Class 16 contains 87656 members 
Mstep: Class 17 contains 14202 members 
Mstep: Class 18 contains 42686 members 
Mstep: Class 19 contains 16400 members 
Mstep: Class 20 contains 5745 members 
Mstep: Class 21 contains 57387 members 
Mstep: Class 22 contains 8239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156912640.000000 Penalty: 70912.937500
Iteration 33Q: 21 clusters Score -1.569126e+08 nChanged 17016
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 27583 members 
Mstep: Class 3 contains 52833 members 
Mstep: Class 4 contains 18900 members 
Mstep: Class 5 contains 250072 members 
Mstep: Class 7 contains 148204 members 
Mstep: Class 8 contains 103738 members 
Mstep: Class 9 contains 25503 members 
Mstep: Class 10 contains 133048 members 
Mstep: Class 12 contains 387500 members 
Mstep: Class 13 contains 23392 members 
Mstep: Class 14 contains 42369 members 
Mstep: Class 15 contains 156390 members 
Mstep: Class 16 contains 87494 members 
Mstep: Class 17 contains 14173 members 
Mstep: Class 18 contains 42748 members 
Mstep: Class 19 contains 16736 members 
Mstep: Class 20 contains 6007 members 
Mstep: Class 21 contains 56989 members 
Mstep: Class 22 contains 8222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156917888.000000 Penalty: 70912.937500
Iteration 34Q: 21 clusters Score -1.569179e+08 nChanged 16158
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 27338 members 
Mstep: Class 3 contains 50747 members 
Mstep: Class 4 contains 18822 members 
Mstep: Class 5 contains 253792 members 
Mstep: Class 7 contains 149405 members 
Mstep: Class 8 contains 102720 members 
Mstep: Class 9 contains 25247 members 
Mstep: Class 10 contains 134550 members 
Mstep: Class 12 contains 387286 members 
Mstep: Class 13 contains 23392 members 
Mstep: Class 14 contains 42185 members 
Mstep: Class 15 contains 153608 members 
Mstep: Class 16 contains 87390 members 
Mstep: Class 17 contains 14230 members 
Mstep: Class 18 contains 42802 members 
Mstep: Class 19 contains 17027 members 
Mstep: Class 20 contains 6227 members 
Mstep: Class 21 contains 56616 members 
Mstep: Class 22 contains 8213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156922144.000000 Penalty: 70912.937500
Iteration 35Q: 21 clusters Score -1.569221e+08 nChanged 14781
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 27127 members 
Mstep: Class 3 contains 48811 members 
Mstep: Class 4 contains 18811 members 
Mstep: Class 5 contains 257587 members 
Mstep: Class 7 contains 150537 members 
Mstep: Class 8 contains 101624 members 
Mstep: Class 9 contains 25038 members 
Mstep: Class 10 contains 136002 members 
Mstep: Class 12 contains 387166 members 
Mstep: Class 13 contains 23412 members 
Mstep: Class 14 contains 41996 members 
Mstep: Class 15 contains 150686 members 
Mstep: Class 16 contains 87258 members 
Mstep: Class 17 contains 14341 members 
Mstep: Class 18 contains 42835 members 
Mstep: Class 19 contains 17249 members 
Mstep: Class 20 contains 6418 members 
Mstep: Class 21 contains 56259 members 
Mstep: Class 22 contains 8202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156925600.000000 Penalty: 70912.937500
Iteration 36Q: 21 clusters Score -1.569256e+08 nChanged 14017
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 26932 members 
Mstep: Class 3 contains 46972 members 
Mstep: Class 4 contains 18763 members 
Mstep: Class 5 contains 261546 members 
Mstep: Class 7 contains 151618 members 
Mstep: Class 8 contains 100535 members 
Mstep: Class 9 contains 24850 members 
Mstep: Class 10 contains 137438 members 
Mstep: Class 12 contains 387031 members 
Mstep: Class 13 contains 23415 members 
Mstep: Class 14 contains 41804 members 
Mstep: Class 15 contains 147562 members 
Mstep: Class 16 contains 87107 members 
Mstep: Class 17 contains 14486 members 
Mstep: Class 18 contains 42852 members 
Mstep: Class 19 contains 17466 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 21 contains 55951 members 
Mstep: Class 22 contains 8193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156929376.000000 Penalty: 70912.937500
Iteration 37Q: 21 clusters Score -1.569294e+08 nChanged 13207
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 26760 members 
Mstep: Class 3 contains 45253 members 
Mstep: Class 4 contains 18720 members 
Mstep: Class 5 contains 265415 members 
Mstep: Class 7 contains 152556 members 
Mstep: Class 8 contains 99362 members 
Mstep: Class 9 contains 24688 members 
Mstep: Class 10 contains 138887 members 
Mstep: Class 12 contains 387075 members 
Mstep: Class 13 contains 23404 members 
Mstep: Class 14 contains 41662 members 
Mstep: Class 15 contains 144438 members 
Mstep: Class 16 contains 86946 members 
Mstep: Class 17 contains 14663 members 
Mstep: Class 18 contains 42854 members 
Mstep: Class 19 contains 17636 members 
Mstep: Class 20 contains 6742 members 
Mstep: Class 21 contains 55627 members 
Mstep: Class 22 contains 8191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156932800.000000 Penalty: 70912.937500
Iteration 38Q: 21 clusters Score -1.569328e+08 nChanged 12572
Entering ConstructFrom: 
Score: -156932800.000000 Penalty: 70912.937500
Entering ConstructFrom: 
Trying to split cluster 1 (17729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Entering Unmasked Estep 
Score: -1725662.875000 Penalty: 2426.173340
	Iteration 0F: 2 clusters Score -1725663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1713145.750000 Penalty: 4852.346680
	Iteration 0F: 3 clusters Score -1713146 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1717361.250000 Penalty: 4852.346680
	Iteration 1F: 3 clusters Score -1717361 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1717866.250000 Penalty: 4852.346680
	Iteration 2F: 3 clusters Score -1717866 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1718397.750000 Penalty: 4852.346680
	Iteration 3F: 3 clusters Score -1718398 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1718918.375000 Penalty: 4852.346680
	Iteration 4F: 3 clusters Score -1718918 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1719452.125000 Penalty: 4852.346680
	Iteration 5F: 3 clusters Score -1719452 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1719868.875000 Penalty: 4852.346680
	Iteration 6Q: 3 clusters Score -1719869 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1720202.875000 Penalty: 4852.346680
	Iteration 7Q: 3 clusters Score -1720203 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1720554.625000 Penalty: 4852.346680
	Iteration 8Q: 3 clusters Score -1720555 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1720924.625000 Penalty: 4852.346680
	Iteration 9Q: 3 clusters Score -1720925 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1721329.250000 Penalty: 4852.346680
	Iteration 10Q: 3 clusters Score -1721329 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1721761.625000 Penalty: 4852.346680
	Iteration 11Q: 3 clusters Score -1721762 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1722238.000000 Penalty: 4852.346680
	Iteration 12Q: 3 clusters Score -1722238 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1722722.750000 Penalty: 4852.346680
	Iteration 13Q: 3 clusters Score -1722723 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1723188.250000 Penalty: 4852.346680
	Iteration 14Q: 3 clusters Score -1723188 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1723660.125000 Penalty: 4852.346680
	Iteration 15Q: 3 clusters Score -1723660 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1724167.875000 Penalty: 4852.346680
	Iteration 16Q: 3 clusters Score -1724168 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1724654.250000 Penalty: 4852.346680
	Iteration 17Q: 3 clusters Score -1724654 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1725050.500000 Penalty: 4852.346680
	Iteration 18Q: 3 clusters Score -1725050 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1725382.500000 Penalty: 4852.346680
	Iteration 19Q: 3 clusters Score -1725382 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1725593.500000 Penalty: 4852.346680
	Iteration 20F: 3 clusters Score -1725594 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1725733.250000 Penalty: 4852.346680
	Iteration 21Q: 3 clusters Score -1725733 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1725793.000000 Penalty: 4852.346680
	Iteration 22Q: 3 clusters Score -1725793 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1725838.500000 Penalty: 4852.346680
	Iteration 23Q: 3 clusters Score -1725838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1725855.375000 Penalty: 4852.346680
	Iteration 24Q: 3 clusters Score -1725855 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1725869.500000 Penalty: 4852.346680
	Iteration 25Q: 3 clusters Score -1725870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1725870.000000 Penalty: 4852.346680
	Iteration 26Q: 3 clusters Score -1725870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1725875.750000 Penalty: 4852.346680
	Iteration 27Q: 3 clusters Score -1725876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1725882.875000 Penalty: 4852.346680
	Iteration 28Q: 3 clusters Score -1725883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1725881.750000 Penalty: 4852.346680
	Iteration 29Q: 3 clusters Score -1725882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1725880.750000 Penalty: 4852.346680
	Iteration 30Q: 3 clusters Score -1725881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1725883.375000 Penalty: 4852.346680
	Iteration 31Q: 3 clusters Score -1725883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1725882.875000 Penalty: 4852.346680
	Iteration 32Q: 3 clusters Score -1725883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1725885.625000 Penalty: 4852.346680
	Iteration 33Q: 3 clusters Score -1725886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1725885.250000 Penalty: 4852.346680
	Iteration 34Q: 3 clusters Score -1725885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1725885.250000 Penalty: 4852.346680
	Iteration 35F: 3 clusters Score -1725885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 26617 members 
Mstep: Class 3 contains 43626 members 
Mstep: Class 4 contains 18684 members 
Mstep: Class 5 contains 269448 members 
Mstep: Class 6 contains 12768 members 
Mstep: Class 7 contains 153399 members 
Mstep: Class 8 contains 98184 members 
Mstep: Class 9 contains 24568 members 
Mstep: Class 10 contains 140280 members 
Mstep: Class 12 contains 387124 members 
Mstep: Class 13 contains 23363 members 
Mstep: Class 14 contains 41548 members 
Mstep: Class 15 contains 141142 members 
Mstep: Class 16 contains 86791 members 
Mstep: Class 17 contains 14893 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 17795 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 55281 members 
Mstep: Class 22 contains 8190 members 
Entering Unmasked Estep 
Score: -156932704.000000 Penalty: 74458.578125
Splitting cluster 1 changes total score from -156932800.000000 to -156932704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (26617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Entering Unmasked Estep 
Score: -2668136.000000 Penalty: 2526.947754
	Iteration 0F: 2 clusters Score -2668136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2649653.750000 Penalty: 5053.895508
	Iteration 0F: 3 clusters Score -2649654 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2656314.000000 Penalty: 5053.895508
	Iteration 1F: 3 clusters Score -2656314 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2656840.000000 Penalty: 5053.895508
	Iteration 2F: 3 clusters Score -2656840 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2657428.000000 Penalty: 5053.895508
	Iteration 3Q: 3 clusters Score -2657428 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2658126.500000 Penalty: 5053.895508
	Iteration 4Q: 3 clusters Score -2658126 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2658874.250000 Penalty: 5053.895508
	Iteration 5Q: 3 clusters Score -2658874 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2659698.250000 Penalty: 5053.895508
	Iteration 6F: 3 clusters Score -2659698 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2660575.500000 Penalty: 5053.895508
	Iteration 7Q: 3 clusters Score -2660576 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2661410.250000 Penalty: 5053.895508
	Iteration 8Q: 3 clusters Score -2661410 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2662165.750000 Penalty: 5053.895508
	Iteration 9Q: 3 clusters Score -2662166 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2662771.500000 Penalty: 5053.895508
	Iteration 10Q: 3 clusters Score -2662772 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2663359.500000 Penalty: 5053.895508
	Iteration 11Q: 3 clusters Score -2663360 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2663828.250000 Penalty: 5053.895508
	Iteration 12Q: 3 clusters Score -2663828 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2664216.750000 Penalty: 5053.895508
	Iteration 13Q: 3 clusters Score -2664217 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2664549.500000 Penalty: 5053.895508
	Iteration 14Q: 3 clusters Score -2664550 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2664860.250000 Penalty: 5053.895508
	Iteration 15Q: 3 clusters Score -2664860 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2665159.500000 Penalty: 5053.895508
	Iteration 16Q: 3 clusters Score -2665160 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2665489.000000 Penalty: 5053.895508
	Iteration 17Q: 3 clusters Score -2665489 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2665776.500000 Penalty: 5053.895508
	Iteration 18Q: 3 clusters Score -2665776 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2666061.250000 Penalty: 5053.895508
	Iteration 19Q: 3 clusters Score -2666061 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2666386.500000 Penalty: 5053.895508
	Iteration 20F: 3 clusters Score -2666386 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2666703.000000 Penalty: 5053.895508
	Iteration 21Q: 3 clusters Score -2666703 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2666972.750000 Penalty: 5053.895508
	Iteration 22Q: 3 clusters Score -2666973 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2667172.500000 Penalty: 5053.895508
	Iteration 23Q: 3 clusters Score -2667172 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2667347.500000 Penalty: 5053.895508
	Iteration 24Q: 3 clusters Score -2667348 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2667473.250000 Penalty: 5053.895508
	Iteration 25Q: 3 clusters Score -2667473 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2667586.000000 Penalty: 5053.895508
	Iteration 26Q: 3 clusters Score -2667586 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2667683.500000 Penalty: 5053.895508
	Iteration 27Q: 3 clusters Score -2667684 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2667745.000000 Penalty: 5053.895508
	Iteration 28Q: 3 clusters Score -2667745 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2667818.000000 Penalty: 5053.895508
	Iteration 29Q: 3 clusters Score -2667818 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2667883.000000 Penalty: 5053.895508
	Iteration 30Q: 3 clusters Score -2667883 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2667931.250000 Penalty: 5053.895508
	Iteration 31Q: 3 clusters Score -2667931 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2667972.250000 Penalty: 5053.895508
	Iteration 32Q: 3 clusters Score -2667972 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2667988.750000 Penalty: 5053.895508
	Iteration 33Q: 3 clusters Score -2667989 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2668015.750000 Penalty: 5053.895508
	Iteration 34Q: 3 clusters Score -2668016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2668022.750000 Penalty: 5053.895508
	Iteration 35Q: 3 clusters Score -2668023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2668028.500000 Penalty: 5053.895508
	Iteration 36Q: 3 clusters Score -2668028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2668033.750000 Penalty: 5053.895508
	Iteration 37Q: 3 clusters Score -2668034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2668025.250000 Penalty: 5053.895508
	Iteration 38Q: 3 clusters Score -2668025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2668024.500000 Penalty: 5053.895508
	Iteration 39Q: 3 clusters Score -2668024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2668080.000000 Penalty: 5053.895508
	Iteration 40F: 3 clusters Score -2668080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2668099.500000 Penalty: 5053.895508
	Iteration 41Q: 3 clusters Score -2668100 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2668113.000000 Penalty: 5053.895508
	Iteration 42Q: 3 clusters Score -2668113 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2668123.000000 Penalty: 5053.895508
	Iteration 43Q: 3 clusters Score -2668123 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2668142.500000 Penalty: 5053.895508
	Iteration 44Q: 3 clusters Score -2668142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2668137.750000 Penalty: 5053.895508
	Iteration 45Q: 3 clusters Score -2668138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2668149.000000 Penalty: 5053.895508
	Iteration 46Q: 3 clusters Score -2668149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2668156.250000 Penalty: 5053.895508
	Iteration 47Q: 3 clusters Score -2668156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2668159.500000 Penalty: 5053.895508
	Iteration 48Q: 3 clusters Score -2668160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2668159.000000 Penalty: 5053.895508
	Iteration 49Q: 3 clusters Score -2668159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2668159.500000 Penalty: 5053.895508
	Iteration 50Q: 3 clusters Score -2668160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2668159.500000 Penalty: 5053.895508
	Iteration 51F: 3 clusters Score -2668160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 43626 members 
Mstep: Class 4 contains 18684 members 
Mstep: Class 5 contains 269448 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 153399 members 
Mstep: Class 8 contains 98184 members 
Mstep: Class 9 contains 24568 members 
Mstep: Class 10 contains 140280 members 
Mstep: Class 12 contains 387124 members 
Mstep: Class 13 contains 23363 members 
Mstep: Class 14 contains 41548 members 
Mstep: Class 15 contains 141142 members 
Mstep: Class 16 contains 86791 members 
Mstep: Class 17 contains 14893 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 17795 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 55281 members 
Mstep: Class 22 contains 8190 members 
Entering Unmasked Estep 
Score: -156932944.000000 Penalty: 74458.578125
Splitting cluster 2 changes total score from -156932800.000000 to -156932944.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (43626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Entering Unmasked Estep 
Score: -4440045.000000 Penalty: 2649.485352
	Iteration 0F: 2 clusters Score -4440045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -4410598.000000 Penalty: 5298.970703
	Iteration 0F: 3 clusters Score -4410598 nChanged 19986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -4421547.000000 Penalty: 5298.970703
	Iteration 1F: 3 clusters Score -4421547 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4422168.000000 Penalty: 5298.970703
	Iteration 2Q: 3 clusters Score -4422168 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -4422940.500000 Penalty: 5298.970703
	Iteration 3Q: 3 clusters Score -4422940 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4423912.500000 Penalty: 5298.970703
	Iteration 4Q: 3 clusters Score -4423912 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -4425112.000000 Penalty: 5298.970703
	Iteration 5F: 3 clusters Score -4425112 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -4426753.000000 Penalty: 5298.970703
	Iteration 6F: 3 clusters Score -4426753 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -4428816.500000 Penalty: 5298.970703
	Iteration 7F: 3 clusters Score -4428816 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -4431202.500000 Penalty: 5298.970703
	Iteration 8F: 3 clusters Score -4431202 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -4433935.500000 Penalty: 5298.970703
	Iteration 9F: 3 clusters Score -4433936 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -4436648.000000 Penalty: 5298.970703
	Iteration 10F: 3 clusters Score -4436648 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -4438992.500000 Penalty: 5298.970703
	Iteration 11Q: 3 clusters Score -4438992 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -4440218.000000 Penalty: 5298.970703
	Iteration 12Q: 3 clusters Score -4440218 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -4440758.500000 Penalty: 5298.970703
	Iteration 13Q: 3 clusters Score -4440758 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -4440985.000000 Penalty: 5298.970703
	Iteration 14Q: 3 clusters Score -4440985 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -4441048.000000 Penalty: 5298.970703
	Iteration 15Q: 3 clusters Score -4441048 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4441091.500000 Penalty: 5298.970703
	Iteration 16Q: 3 clusters Score -4441092 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -4441103.500000 Penalty: 5298.970703
	Iteration 17Q: 3 clusters Score -4441104 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -4441108.000000 Penalty: 5298.970703
	Iteration 18Q: 3 clusters Score -4441108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -4441107.000000 Penalty: 5298.970703
	Iteration 19Q: 3 clusters Score -4441107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -4441108.500000 Penalty: 5298.970703
	Iteration 20F: 3 clusters Score -4441108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4441114.500000 Penalty: 5298.970703
	Iteration 21Q: 3 clusters Score -4441114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -4441115.000000 Penalty: 5298.970703
	Iteration 22Q: 3 clusters Score -4441115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -4441113.500000 Penalty: 5298.970703
	Iteration 23Q: 3 clusters Score -4441114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -4441108.500000 Penalty: 5298.970703
	Iteration 24Q: 3 clusters Score -4441108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4441107.500000 Penalty: 5298.970703
	Iteration 25Q: 3 clusters Score -4441108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -4441113.500000 Penalty: 5298.970703
	Iteration 26Q: 3 clusters Score -4441114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4441118.000000 Penalty: 5298.970703
	Iteration 27Q: 3 clusters Score -4441118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4441118.000000 Penalty: 5298.970703
	Iteration 28F: 3 clusters Score -4441118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 18684 members 
Mstep: Class 5 contains 269448 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 153399 members 
Mstep: Class 8 contains 98184 members 
Mstep: Class 9 contains 24568 members 
Mstep: Class 10 contains 140280 members 
Mstep: Class 11 contains 32400 members 
Mstep: Class 12 contains 387124 members 
Mstep: Class 13 contains 23363 members 
Mstep: Class 14 contains 41548 members 
Mstep: Class 15 contains 141142 members 
Mstep: Class 16 contains 86791 members 
Mstep: Class 17 contains 14893 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 17795 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 55281 members 
Mstep: Class 22 contains 8190 members 
Entering Unmasked Estep 
Score: -156933232.000000 Penalty: 78004.226562
Splitting cluster 3 changes total score from -156932800.000000 to -156933232.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (18684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Entering Unmasked Estep 
Score: -1591401.750000 Penalty: 2439.184814
	Iteration 0F: 2 clusters Score -1591402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1578250.500000 Penalty: 4878.369629
	Iteration 0F: 3 clusters Score -1578250 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1584555.000000 Penalty: 4878.369629
	Iteration 1F: 3 clusters Score -1584555 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1586937.625000 Penalty: 4878.369629
	Iteration 2F: 3 clusters Score -1586938 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1589299.625000 Penalty: 4878.369629
	Iteration 3F: 3 clusters Score -1589300 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1591071.625000 Penalty: 4878.369629
	Iteration 4F: 3 clusters Score -1591072 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1592241.875000 Penalty: 4878.369629
	Iteration 5F: 3 clusters Score -1592242 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1593041.000000 Penalty: 4878.369629
	Iteration 6F: 3 clusters Score -1593041 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1593500.125000 Penalty: 4878.369629
	Iteration 7Q: 3 clusters Score -1593500 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1593763.375000 Penalty: 4878.369629
	Iteration 8Q: 3 clusters Score -1593763 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1593912.625000 Penalty: 4878.369629
	Iteration 9Q: 3 clusters Score -1593913 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1593985.125000 Penalty: 4878.369629
	Iteration 10Q: 3 clusters Score -1593985 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1594024.125000 Penalty: 4878.369629
	Iteration 11Q: 3 clusters Score -1594024 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1594042.125000 Penalty: 4878.369629
	Iteration 12Q: 3 clusters Score -1594042 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1594058.125000 Penalty: 4878.369629
	Iteration 13Q: 3 clusters Score -1594058 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1594068.500000 Penalty: 4878.369629
	Iteration 14Q: 3 clusters Score -1594068 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1594073.375000 Penalty: 4878.369629
	Iteration 15Q: 3 clusters Score -1594073 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1594079.625000 Penalty: 4878.369629
	Iteration 16Q: 3 clusters Score -1594080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1594077.875000 Penalty: 4878.369629
	Iteration 17Q: 3 clusters Score -1594078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1594083.375000 Penalty: 4878.369629
	Iteration 18Q: 3 clusters Score -1594083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1594086.000000 Penalty: 4878.369629
	Iteration 19Q: 3 clusters Score -1594086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1594081.750000 Penalty: 4878.369629
	Iteration 20F: 3 clusters Score -1594082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1594080.875000 Penalty: 4878.369629
	Iteration 21Q: 3 clusters Score -1594081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1594084.250000 Penalty: 4878.369629
	Iteration 22Q: 3 clusters Score -1594084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1594083.750000 Penalty: 4878.369629
	Iteration 23Q: 3 clusters Score -1594084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1594086.250000 Penalty: 4878.369629
	Iteration 24Q: 3 clusters Score -1594086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1594087.750000 Penalty: 4878.369629
	Iteration 25Q: 3 clusters Score -1594088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1594091.125000 Penalty: 4878.369629
	Iteration 26Q: 3 clusters Score -1594091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1594096.625000 Penalty: 4878.369629
	Iteration 27Q: 3 clusters Score -1594097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1594097.625000 Penalty: 4878.369629
	Iteration 28Q: 3 clusters Score -1594098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1594097.375000 Penalty: 4878.369629
	Iteration 29Q: 3 clusters Score -1594097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1594099.500000 Penalty: 4878.369629
	Iteration 30Q: 3 clusters Score -1594100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1594099.500000 Penalty: 4878.369629
	Iteration 31Q: 3 clusters Score -1594100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1594102.375000 Penalty: 4878.369629
	Iteration 32Q: 3 clusters Score -1594102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1594101.375000 Penalty: 4878.369629
	Iteration 33Q: 3 clusters Score -1594101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1594099.500000 Penalty: 4878.369629
	Iteration 34Q: 3 clusters Score -1594100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1594102.750000 Penalty: 4878.369629
	Iteration 35Q: 3 clusters Score -1594103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1594110.250000 Penalty: 4878.369629
	Iteration 36Q: 3 clusters Score -1594110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1594108.625000 Penalty: 4878.369629
	Iteration 37Q: 3 clusters Score -1594109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1594125.000000 Penalty: 4878.369629
	Iteration 38Q: 3 clusters Score -1594125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1594136.250000 Penalty: 4878.369629
	Iteration 39Q: 3 clusters Score -1594136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1594148.750000 Penalty: 4878.369629
	Iteration 40F: 3 clusters Score -1594149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1594152.625000 Penalty: 4878.369629
	Iteration 41Q: 3 clusters Score -1594153 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1594159.375000 Penalty: 4878.369629
	Iteration 42Q: 3 clusters Score -1594159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1594166.000000 Penalty: 4878.369629
	Iteration 43Q: 3 clusters Score -1594166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1594178.750000 Penalty: 4878.369629
	Iteration 44Q: 3 clusters Score -1594179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1594178.875000 Penalty: 4878.369629
	Iteration 45Q: 3 clusters Score -1594179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1594184.125000 Penalty: 4878.369629
	Iteration 46Q: 3 clusters Score -1594184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1594187.875000 Penalty: 4878.369629
	Iteration 47Q: 3 clusters Score -1594188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1594189.125000 Penalty: 4878.369629
	Iteration 48Q: 3 clusters Score -1594189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1594191.500000 Penalty: 4878.369629
	Iteration 49Q: 3 clusters Score -1594192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1594200.875000 Penalty: 4878.369629
	Iteration 50Q: 3 clusters Score -1594201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1594205.375000 Penalty: 4878.369629
	Iteration 51Q: 3 clusters Score -1594205 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1594214.125000 Penalty: 4878.369629
	Iteration 52Q: 3 clusters Score -1594214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1594215.375000 Penalty: 4878.369629
	Iteration 53Q: 3 clusters Score -1594215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1594227.125000 Penalty: 4878.369629
	Iteration 54Q: 3 clusters Score -1594227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1594230.000000 Penalty: 4878.369629
	Iteration 55Q: 3 clusters Score -1594230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1594228.500000 Penalty: 4878.369629
	Iteration 56Q: 3 clusters Score -1594228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1594232.625000 Penalty: 4878.369629
	Iteration 57Q: 3 clusters Score -1594233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1594235.500000 Penalty: 4878.369629
	Iteration 58Q: 3 clusters Score -1594236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1594241.750000 Penalty: 4878.369629
	Iteration 59Q: 3 clusters Score -1594242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1594239.750000 Penalty: 4878.369629
	Iteration 60F: 3 clusters Score -1594240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1594241.875000 Penalty: 4878.369629
	Iteration 61Q: 3 clusters Score -1594242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1594241.750000 Penalty: 4878.369629
	Iteration 62Q: 3 clusters Score -1594242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1594242.875000 Penalty: 4878.369629
	Iteration 63Q: 3 clusters Score -1594243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1594243.750000 Penalty: 4878.369629
	Iteration 64Q: 3 clusters Score -1594244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1594248.750000 Penalty: 4878.369629
	Iteration 65Q: 3 clusters Score -1594249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1594249.375000 Penalty: 4878.369629
	Iteration 66Q: 3 clusters Score -1594249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1594247.500000 Penalty: 4878.369629
	Iteration 67Q: 3 clusters Score -1594248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1594247.125000 Penalty: 4878.369629
	Iteration 68Q: 3 clusters Score -1594247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1594247.250000 Penalty: 4878.369629
	Iteration 69Q: 3 clusters Score -1594247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1594250.250000 Penalty: 4878.369629
	Iteration 70Q: 3 clusters Score -1594250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1594250.375000 Penalty: 4878.369629
	Iteration 71Q: 3 clusters Score -1594250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1594250.375000 Penalty: 4878.369629
	Iteration 72F: 3 clusters Score -1594250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 269448 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 153399 members 
Mstep: Class 8 contains 98184 members 
Mstep: Class 9 contains 24568 members 
Mstep: Class 10 contains 140280 members 
Mstep: Class 11 contains 32400 members 
Mstep: Class 12 contains 387124 members 
Mstep: Class 13 contains 23363 members 
Mstep: Class 14 contains 41548 members 
Mstep: Class 15 contains 141142 members 
Mstep: Class 16 contains 86791 members 
Mstep: Class 17 contains 14893 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 17795 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 55281 members 
Mstep: Class 22 contains 8190 members 
Mstep: Class 23 contains 6861 members 
Entering Unmasked Estep 
Score: -156935040.000000 Penalty: 81549.875000
Splitting cluster 4 changes total score from -156932800.000000 to -156935040.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (269448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269448 members 
Entering Unmasked Estep 
Score: -27006758.000000 Penalty: 3101.024414
	Iteration 0F: 2 clusters Score -2.700676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134658 members 
Mstep: Class 2 contains 134790 members 
Entering Unmasked Estep 
Score: -26835184.000000 Penalty: 6202.048828
	Iteration 0F: 3 clusters Score -2.683518e+07 nChanged 130246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133734 members 
Mstep: Class 2 contains 135714 members 
Entering Unmasked Estep 
Score: -26913280.000000 Penalty: 6202.048828
	Iteration 1F: 3 clusters Score -2.691328e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133268 members 
Mstep: Class 2 contains 136180 members 
Entering Unmasked Estep 
Score: -26915008.000000 Penalty: 6202.048828
	Iteration 2Q: 3 clusters Score -2.691501e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132470 members 
Mstep: Class 2 contains 136978 members 
Entering Unmasked Estep 
Score: -26917000.000000 Penalty: 6202.048828
	Iteration 3Q: 3 clusters Score -2.6917e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131438 members 
Mstep: Class 2 contains 138010 members 
Entering Unmasked Estep 
Score: -26920062.000000 Penalty: 6202.048828
	Iteration 4Q: 3 clusters Score -2.692006e+07 nChanged 10889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130095 members 
Mstep: Class 2 contains 139353 members 
Entering Unmasked Estep 
Score: -26924786.000000 Penalty: 6202.048828
	Iteration 5Q: 3 clusters Score -2.692479e+07 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128649 members 
Mstep: Class 2 contains 140799 members 
Entering Unmasked Estep 
Score: -26932020.000000 Penalty: 6202.048828
	Iteration 6Q: 3 clusters Score -2.693202e+07 nChanged 15567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127238 members 
Mstep: Class 2 contains 142210 members 
Entering Unmasked Estep 
Score: -26942476.000000 Penalty: 6202.048828
	Iteration 7F: 3 clusters Score -2.694248e+07 nChanged 17323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126159 members 
Mstep: Class 2 contains 143289 members 
Entering Unmasked Estep 
Score: -26954782.000000 Penalty: 6202.048828
	Iteration 8F: 3 clusters Score -2.695478e+07 nChanged 16884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125479 members 
Mstep: Class 2 contains 143969 members 
Entering Unmasked Estep 
Score: -26965074.000000 Penalty: 6202.048828
	Iteration 9F: 3 clusters Score -2.696507e+07 nChanged 13236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125231 members 
Mstep: Class 2 contains 144217 members 
Entering Unmasked Estep 
Score: -26970282.000000 Penalty: 6202.048828
	Iteration 10Q: 3 clusters Score -2.697028e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125037 members 
Mstep: Class 2 contains 144411 members 
Entering Unmasked Estep 
Score: -26972288.000000 Penalty: 6202.048828
	Iteration 11Q: 3 clusters Score -2.697229e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124835 members 
Mstep: Class 2 contains 144613 members 
Entering Unmasked Estep 
Score: -26972886.000000 Penalty: 6202.048828
	Iteration 12Q: 3 clusters Score -2.697289e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124709 members 
Mstep: Class 2 contains 144739 members 
Entering Unmasked Estep 
Score: -26973248.000000 Penalty: 6202.048828
	Iteration 13Q: 3 clusters Score -2.697325e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124565 members 
Mstep: Class 2 contains 144883 members 
Entering Unmasked Estep 
Score: -26973480.000000 Penalty: 6202.048828
	Iteration 14Q: 3 clusters Score -2.697348e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124405 members 
Mstep: Class 2 contains 145043 members 
Entering Unmasked Estep 
Score: -26973786.000000 Penalty: 6202.048828
	Iteration 15Q: 3 clusters Score -2.697379e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124335 members 
Mstep: Class 2 contains 145113 members 
Entering Unmasked Estep 
Score: -26974088.000000 Penalty: 6202.048828
	Iteration 16Q: 3 clusters Score -2.697409e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124262 members 
Mstep: Class 2 contains 145186 members 
Entering Unmasked Estep 
Score: -26974530.000000 Penalty: 6202.048828
	Iteration 17Q: 3 clusters Score -2.697453e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124299 members 
Mstep: Class 2 contains 145149 members 
Entering Unmasked Estep 
Score: -26974984.000000 Penalty: 6202.048828
	Iteration 18Q: 3 clusters Score -2.697498e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124429 members 
Mstep: Class 2 contains 145019 members 
Entering Unmasked Estep 
Score: -26975366.000000 Penalty: 6202.048828
	Iteration 19Q: 3 clusters Score -2.697537e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 144868 members 
Entering Unmasked Estep 
Score: -26975966.000000 Penalty: 6202.048828
	Iteration 20F: 3 clusters Score -2.697597e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124842 members 
Mstep: Class 2 contains 144606 members 
Entering Unmasked Estep 
Score: -26976550.000000 Penalty: 6202.048828
	Iteration 21Q: 3 clusters Score -2.697655e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125197 members 
Mstep: Class 2 contains 144251 members 
Entering Unmasked Estep 
Score: -26977298.000000 Penalty: 6202.048828
	Iteration 22Q: 3 clusters Score -2.69773e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125585 members 
Mstep: Class 2 contains 143863 members 
Entering Unmasked Estep 
Score: -26978206.000000 Penalty: 6202.048828
	Iteration 23Q: 3 clusters Score -2.697821e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125974 members 
Mstep: Class 2 contains 143474 members 
Entering Unmasked Estep 
Score: -26979128.000000 Penalty: 6202.048828
	Iteration 24Q: 3 clusters Score -2.697913e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126423 members 
Mstep: Class 2 contains 143025 members 
Entering Unmasked Estep 
Score: -26979970.000000 Penalty: 6202.048828
	Iteration 25Q: 3 clusters Score -2.697997e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126889 members 
Mstep: Class 2 contains 142559 members 
Entering Unmasked Estep 
Score: -26980774.000000 Penalty: 6202.048828
	Iteration 26Q: 3 clusters Score -2.698077e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127302 members 
Mstep: Class 2 contains 142146 members 
Entering Unmasked Estep 
Score: -26981804.000000 Penalty: 6202.048828
	Iteration 27Q: 3 clusters Score -2.69818e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127712 members 
Mstep: Class 2 contains 141736 members 
Entering Unmasked Estep 
Score: -26982788.000000 Penalty: 6202.048828
	Iteration 28Q: 3 clusters Score -2.698279e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128001 members 
Mstep: Class 2 contains 141447 members 
Entering Unmasked Estep 
Score: -26983836.000000 Penalty: 6202.048828
	Iteration 29Q: 3 clusters Score -2.698384e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128182 members 
Mstep: Class 2 contains 141266 members 
Entering Unmasked Estep 
Score: -26984644.000000 Penalty: 6202.048828
	Iteration 30Q: 3 clusters Score -2.698464e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128235 members 
Mstep: Class 2 contains 141213 members 
Entering Unmasked Estep 
Score: -26985396.000000 Penalty: 6202.048828
	Iteration 31Q: 3 clusters Score -2.69854e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128132 members 
Mstep: Class 2 contains 141316 members 
Entering Unmasked Estep 
Score: -26986180.000000 Penalty: 6202.048828
	Iteration 32Q: 3 clusters Score -2.698618e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127897 members 
Mstep: Class 2 contains 141551 members 
Entering Unmasked Estep 
Score: -26986758.000000 Penalty: 6202.048828
	Iteration 33Q: 3 clusters Score -2.698676e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127440 members 
Mstep: Class 2 contains 142008 members 
Entering Unmasked Estep 
Score: -26987368.000000 Penalty: 6202.048828
	Iteration 34Q: 3 clusters Score -2.698737e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126824 members 
Mstep: Class 2 contains 142624 members 
Entering Unmasked Estep 
Score: -26987856.000000 Penalty: 6202.048828
	Iteration 35Q: 3 clusters Score -2.698786e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126016 members 
Mstep: Class 2 contains 143432 members 
Entering Unmasked Estep 
Score: -26988142.000000 Penalty: 6202.048828
	Iteration 36Q: 3 clusters Score -2.698814e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125017 members 
Mstep: Class 2 contains 144431 members 
Entering Unmasked Estep 
Score: -26988598.000000 Penalty: 6202.048828
	Iteration 37Q: 3 clusters Score -2.69886e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123810 members 
Mstep: Class 2 contains 145638 members 
Entering Unmasked Estep 
Score: -26989016.000000 Penalty: 6202.048828
	Iteration 38Q: 3 clusters Score -2.698902e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122455 members 
Mstep: Class 2 contains 146993 members 
Entering Unmasked Estep 
Score: -26989438.000000 Penalty: 6202.048828
	Iteration 39Q: 3 clusters Score -2.698944e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120980 members 
Mstep: Class 2 contains 148468 members 
Entering Unmasked Estep 
Score: -26990092.000000 Penalty: 6202.048828
	Iteration 40F: 3 clusters Score -2.699009e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119397 members 
Mstep: Class 2 contains 150051 members 
Entering Unmasked Estep 
Score: -26990332.000000 Penalty: 6202.048828
	Iteration 41Q: 3 clusters Score -2.699033e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117701 members 
Mstep: Class 2 contains 151747 members 
Entering Unmasked Estep 
Score: -26990716.000000 Penalty: 6202.048828
	Iteration 42Q: 3 clusters Score -2.699072e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115795 members 
Mstep: Class 2 contains 153653 members 
Entering Unmasked Estep 
Score: -26991262.000000 Penalty: 6202.048828
	Iteration 43Q: 3 clusters Score -2.699126e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113743 members 
Mstep: Class 2 contains 155705 members 
Entering Unmasked Estep 
Score: -26991902.000000 Penalty: 6202.048828
	Iteration 44Q: 3 clusters Score -2.69919e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111436 members 
Mstep: Class 2 contains 158012 members 
Entering Unmasked Estep 
Score: -26992520.000000 Penalty: 6202.048828
	Iteration 45Q: 3 clusters Score -2.699252e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108995 members 
Mstep: Class 2 contains 160453 members 
Entering Unmasked Estep 
Score: -26993084.000000 Penalty: 6202.048828
	Iteration 46Q: 3 clusters Score -2.699308e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 162933 members 
Entering Unmasked Estep 
Score: -26993790.000000 Penalty: 6202.048828
	Iteration 47Q: 3 clusters Score -2.699379e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103997 members 
Mstep: Class 2 contains 165451 members 
Entering Unmasked Estep 
Score: -26994704.000000 Penalty: 6202.048828
	Iteration 48Q: 3 clusters Score -2.69947e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101596 members 
Mstep: Class 2 contains 167852 members 
Entering Unmasked Estep 
Score: -26995468.000000 Penalty: 6202.048828
	Iteration 49Q: 3 clusters Score -2.699547e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99142 members 
Mstep: Class 2 contains 170306 members 
Entering Unmasked Estep 
Score: -26996330.000000 Penalty: 6202.048828
	Iteration 50Q: 3 clusters Score -2.699633e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 172713 members 
Entering Unmasked Estep 
Score: -26997076.000000 Penalty: 6202.048828
	Iteration 51Q: 3 clusters Score -2.699708e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94355 members 
Mstep: Class 2 contains 175093 members 
Entering Unmasked Estep 
Score: -26997782.000000 Penalty: 6202.048828
	Iteration 52Q: 3 clusters Score -2.699778e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91937 members 
Mstep: Class 2 contains 177511 members 
Entering Unmasked Estep 
Score: -26998752.000000 Penalty: 6202.048828
	Iteration 53Q: 3 clusters Score -2.699875e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89573 members 
Mstep: Class 2 contains 179875 members 
Entering Unmasked Estep 
Score: -26999638.000000 Penalty: 6202.048828
	Iteration 54Q: 3 clusters Score -2.699964e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 182105 members 
Entering Unmasked Estep 
Score: -27000404.000000 Penalty: 6202.048828
	Iteration 55Q: 3 clusters Score -2.70004e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85201 members 
Mstep: Class 2 contains 184247 members 
Entering Unmasked Estep 
Score: -27000890.000000 Penalty: 6202.048828
	Iteration 56Q: 3 clusters Score -2.700089e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 186307 members 
Entering Unmasked Estep 
Score: -27001446.000000 Penalty: 6202.048828
	Iteration 57Q: 3 clusters Score -2.700145e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81170 members 
Mstep: Class 2 contains 188278 members 
Entering Unmasked Estep 
Score: -27001988.000000 Penalty: 6202.048828
	Iteration 58Q: 3 clusters Score -2.700199e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 190061 members 
Entering Unmasked Estep 
Score: -27002344.000000 Penalty: 6202.048828
	Iteration 59Q: 3 clusters Score -2.700234e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 191669 members 
Entering Unmasked Estep 
Score: -27002446.000000 Penalty: 6202.048828
	Iteration 60F: 3 clusters Score -2.700245e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 193133 members 
Entering Unmasked Estep 
Score: -27002612.000000 Penalty: 6202.048828
	Iteration 61Q: 3 clusters Score -2.700261e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 194524 members 
Entering Unmasked Estep 
Score: -27002718.000000 Penalty: 6202.048828
	Iteration 62Q: 3 clusters Score -2.700272e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 195766 members 
Entering Unmasked Estep 
Score: -27002868.000000 Penalty: 6202.048828
	Iteration 63Q: 3 clusters Score -2.700287e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 196966 members 
Entering Unmasked Estep 
Score: -27002882.000000 Penalty: 6202.048828
	Iteration 64Q: 3 clusters Score -2.700288e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71386 members 
Mstep: Class 2 contains 198062 members 
Entering Unmasked Estep 
Score: -27002920.000000 Penalty: 6202.048828
	Iteration 65Q: 3 clusters Score -2.700292e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 199137 members 
Entering Unmasked Estep 
Score: -27003014.000000 Penalty: 6202.048828
	Iteration 66Q: 3 clusters Score -2.700301e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 200123 members 
Entering Unmasked Estep 
Score: -27002952.000000 Penalty: 6202.048828
	Iteration 67Q: 3 clusters Score -2.700295e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68353 members 
Mstep: Class 2 contains 201095 members 
Entering Unmasked Estep 
Score: -27002984.000000 Penalty: 6202.048828
	Iteration 68Q: 3 clusters Score -2.700298e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67391 members 
Mstep: Class 2 contains 202057 members 
Entering Unmasked Estep 
Score: -27003044.000000 Penalty: 6202.048828
	Iteration 69Q: 3 clusters Score -2.700304e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66481 members 
Mstep: Class 2 contains 202967 members 
Entering Unmasked Estep 
Score: -27002970.000000 Penalty: 6202.048828
	Iteration 70Q: 3 clusters Score -2.700297e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 203799 members 
Entering Unmasked Estep 
Score: -27002832.000000 Penalty: 6202.048828
	Iteration 71Q: 3 clusters Score -2.700283e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64912 members 
Mstep: Class 2 contains 204536 members 
Entering Unmasked Estep 
Score: -27002842.000000 Penalty: 6202.048828
	Iteration 72Q: 3 clusters Score -2.700284e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 205225 members 
Entering Unmasked Estep 
Score: -27002778.000000 Penalty: 6202.048828
	Iteration 73Q: 3 clusters Score -2.700278e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 205866 members 
Entering Unmasked Estep 
Score: -27002758.000000 Penalty: 6202.048828
	Iteration 74Q: 3 clusters Score -2.700276e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 206486 members 
Entering Unmasked Estep 
Score: -27002778.000000 Penalty: 6202.048828
	Iteration 75Q: 3 clusters Score -2.700278e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 207054 members 
Entering Unmasked Estep 
Score: -27002648.000000 Penalty: 6202.048828
	Iteration 76Q: 3 clusters Score -2.700265e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 207568 members 
Entering Unmasked Estep 
Score: -27002640.000000 Penalty: 6202.048828
	Iteration 77Q: 3 clusters Score -2.700264e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61382 members 
Mstep: Class 2 contains 208066 members 
Entering Unmasked Estep 
Score: -27002594.000000 Penalty: 6202.048828
	Iteration 78Q: 3 clusters Score -2.700259e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 208570 members 
Entering Unmasked Estep 
Score: -27002568.000000 Penalty: 6202.048828
	Iteration 79Q: 3 clusters Score -2.700257e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 209097 members 
Entering Unmasked Estep 
Score: -27002618.000000 Penalty: 6202.048828
	Iteration 80F: 3 clusters Score -2.700262e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 209639 members 
Entering Unmasked Estep 
Score: -27002586.000000 Penalty: 6202.048828
	Iteration 81Q: 3 clusters Score -2.700259e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 210184 members 
Entering Unmasked Estep 
Score: -27002540.000000 Penalty: 6202.048828
	Iteration 82Q: 3 clusters Score -2.700254e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 210711 members 
Entering Unmasked Estep 
Score: -27002578.000000 Penalty: 6202.048828
	Iteration 83Q: 3 clusters Score -2.700258e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 211238 members 
Entering Unmasked Estep 
Score: -27002516.000000 Penalty: 6202.048828
	Iteration 84Q: 3 clusters Score -2.700252e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 211758 members 
Entering Unmasked Estep 
Score: -27002412.000000 Penalty: 6202.048828
	Iteration 85Q: 3 clusters Score -2.700241e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 212203 members 
Entering Unmasked Estep 
Score: -27002340.000000 Penalty: 6202.048828
	Iteration 86Q: 3 clusters Score -2.700234e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 212602 members 
Entering Unmasked Estep 
Score: -27002266.000000 Penalty: 6202.048828
	Iteration 87Q: 3 clusters Score -2.700227e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 212982 members 
Entering Unmasked Estep 
Score: -27002236.000000 Penalty: 6202.048828
	Iteration 88Q: 3 clusters Score -2.700224e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 213329 members 
Entering Unmasked Estep 
Score: -27002228.000000 Penalty: 6202.048828
	Iteration 89Q: 3 clusters Score -2.700223e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 213679 members 
Entering Unmasked Estep 
Score: -27002118.000000 Penalty: 6202.048828
	Iteration 90Q: 3 clusters Score -2.700212e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 214021 members 
Entering Unmasked Estep 
Score: -27002144.000000 Penalty: 6202.048828
	Iteration 91Q: 3 clusters Score -2.700214e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 214307 members 
Entering Unmasked Estep 
Score: -27002154.000000 Penalty: 6202.048828
	Iteration 92Q: 3 clusters Score -2.700215e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 214597 members 
Entering Unmasked Estep 
Score: -27002150.000000 Penalty: 6202.048828
	Iteration 93Q: 3 clusters Score -2.700215e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 214874 members 
Entering Unmasked Estep 
Score: -27002144.000000 Penalty: 6202.048828
	Iteration 94Q: 3 clusters Score -2.700214e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 215184 members 
Entering Unmasked Estep 
Score: -27002150.000000 Penalty: 6202.048828
	Iteration 95Q: 3 clusters Score -2.700215e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 215489 members 
Entering Unmasked Estep 
Score: -27002146.000000 Penalty: 6202.048828
	Iteration 96Q: 3 clusters Score -2.700215e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 215790 members 
Entering Unmasked Estep 
Score: -27002062.000000 Penalty: 6202.048828
	Iteration 97Q: 3 clusters Score -2.700206e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 216102 members 
Entering Unmasked Estep 
Score: -27002016.000000 Penalty: 6202.048828
	Iteration 98Q: 3 clusters Score -2.700202e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 216418 members 
Entering Unmasked Estep 
Score: -27001994.000000 Penalty: 6202.048828
	Iteration 99Q: 3 clusters Score -2.700199e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 216745 members 
Entering Unmasked Estep 
Score: -27001948.000000 Penalty: 6202.048828
	Iteration 100F: 3 clusters Score -2.700195e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 217063 members 
Entering Unmasked Estep 
Score: -27001934.000000 Penalty: 6202.048828
	Iteration 101Q: 3 clusters Score -2.700193e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 217406 members 
Entering Unmasked Estep 
Score: -27001930.000000 Penalty: 6202.048828
	Iteration 102Q: 3 clusters Score -2.700193e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 217776 members 
Entering Unmasked Estep 
Score: -27001990.000000 Penalty: 6202.048828
	Iteration 103Q: 3 clusters Score -2.700199e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 218125 members 
Entering Unmasked Estep 
Score: -27001904.000000 Penalty: 6202.048828
	Iteration 104Q: 3 clusters Score -2.70019e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 218452 members 
Entering Unmasked Estep 
Score: -27001882.000000 Penalty: 6202.048828
	Iteration 105Q: 3 clusters Score -2.700188e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 218786 members 
Entering Unmasked Estep 
Score: -27001882.000000 Penalty: 6202.048828
	Iteration 106Q: 3 clusters Score -2.700188e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 219109 members 
Entering Unmasked Estep 
Score: -27001816.000000 Penalty: 6202.048828
	Iteration 107Q: 3 clusters Score -2.700182e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 219427 members 
Entering Unmasked Estep 
Score: -27001720.000000 Penalty: 6202.048828
	Iteration 108Q: 3 clusters Score -2.700172e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 219709 members 
Entering Unmasked Estep 
Score: -27001678.000000 Penalty: 6202.048828
	Iteration 109Q: 3 clusters Score -2.700168e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 219973 members 
Entering Unmasked Estep 
Score: -27001668.000000 Penalty: 6202.048828
	Iteration 110Q: 3 clusters Score -2.700167e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 220227 members 
Entering Unmasked Estep 
Score: -27001686.000000 Penalty: 6202.048828
	Iteration 111Q: 3 clusters Score -2.700169e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 220473 members 
Entering Unmasked Estep 
Score: -27001702.000000 Penalty: 6202.048828
	Iteration 112Q: 3 clusters Score -2.70017e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 220736 members 
Entering Unmasked Estep 
Score: -27001678.000000 Penalty: 6202.048828
	Iteration 113Q: 3 clusters Score -2.700168e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 221011 members 
Entering Unmasked Estep 
Score: -27001628.000000 Penalty: 6202.048828
	Iteration 114Q: 3 clusters Score -2.700163e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 221275 members 
Entering Unmasked Estep 
Score: -27001606.000000 Penalty: 6202.048828
	Iteration 115Q: 3 clusters Score -2.700161e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 221550 members 
Entering Unmasked Estep 
Score: -27001610.000000 Penalty: 6202.048828
	Iteration 116Q: 3 clusters Score -2.700161e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 221837 members 
Entering Unmasked Estep 
Score: -27001518.000000 Penalty: 6202.048828
	Iteration 117Q: 3 clusters Score -2.700152e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 222147 members 
Entering Unmasked Estep 
Score: -27001558.000000 Penalty: 6202.048828
	Iteration 118Q: 3 clusters Score -2.700156e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 222487 members 
Entering Unmasked Estep 
Score: -27001526.000000 Penalty: 6202.048828
	Iteration 119Q: 3 clusters Score -2.700153e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 222804 members 
Entering Unmasked Estep 
Score: -27001500.000000 Penalty: 6202.048828
	Iteration 120F: 3 clusters Score -2.70015e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 223130 members 
Entering Unmasked Estep 
Score: -27001522.000000 Penalty: 6202.048828
	Iteration 121Q: 3 clusters Score -2.700152e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 223476 members 
Entering Unmasked Estep 
Score: -27001566.000000 Penalty: 6202.048828
	Iteration 122Q: 3 clusters Score -2.700157e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 223827 members 
Entering Unmasked Estep 
Score: -27001584.000000 Penalty: 6202.048828
	Iteration 123Q: 3 clusters Score -2.700158e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 224170 members 
Entering Unmasked Estep 
Score: -27001558.000000 Penalty: 6202.048828
	Iteration 124Q: 3 clusters Score -2.700156e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 224512 members 
Entering Unmasked Estep 
Score: -27001602.000000 Penalty: 6202.048828
	Iteration 125Q: 3 clusters Score -2.70016e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 224854 members 
Entering Unmasked Estep 
Score: -27001574.000000 Penalty: 6202.048828
	Iteration 126Q: 3 clusters Score -2.700157e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 225224 members 
Entering Unmasked Estep 
Score: -27001634.000000 Penalty: 6202.048828
	Iteration 127Q: 3 clusters Score -2.700163e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 225572 members 
Entering Unmasked Estep 
Score: -27001626.000000 Penalty: 6202.048828
	Iteration 128Q: 3 clusters Score -2.700163e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 225918 members 
Entering Unmasked Estep 
Score: -27001656.000000 Penalty: 6202.048828
	Iteration 129Q: 3 clusters Score -2.700166e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 226278 members 
Entering Unmasked Estep 
Score: -27001662.000000 Penalty: 6202.048828
	Iteration 130Q: 3 clusters Score -2.700166e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 226624 members 
Entering Unmasked Estep 
Score: -27001630.000000 Penalty: 6202.048828
	Iteration 131Q: 3 clusters Score -2.700163e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 226986 members 
Entering Unmasked Estep 
Score: -27001660.000000 Penalty: 6202.048828
	Iteration 132Q: 3 clusters Score -2.700166e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 227345 members 
Entering Unmasked Estep 
Score: -27001620.000000 Penalty: 6202.048828
	Iteration 133Q: 3 clusters Score -2.700162e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 227687 members 
Entering Unmasked Estep 
Score: -27001654.000000 Penalty: 6202.048828
	Iteration 134Q: 3 clusters Score -2.700165e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 228034 members 
Entering Unmasked Estep 
Score: -27001636.000000 Penalty: 6202.048828
	Iteration 135Q: 3 clusters Score -2.700164e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 228363 members 
Entering Unmasked Estep 
Score: -27001652.000000 Penalty: 6202.048828
	Iteration 136Q: 3 clusters Score -2.700165e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 228710 members 
Entering Unmasked Estep 
Score: -27001772.000000 Penalty: 6202.048828
	Iteration 137Q: 3 clusters Score -2.700177e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 229047 members 
Entering Unmasked Estep 
Score: -27001710.000000 Penalty: 6202.048828
	Iteration 138Q: 3 clusters Score -2.700171e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 229405 members 
Entering Unmasked Estep 
Score: -27001684.000000 Penalty: 6202.048828
	Iteration 139Q: 3 clusters Score -2.700168e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 229740 members 
Entering Unmasked Estep 
Score: -27001696.000000 Penalty: 6202.048828
	Iteration 140F: 3 clusters Score -2.70017e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 230077 members 
Entering Unmasked Estep 
Score: -27001648.000000 Penalty: 6202.048828
	Iteration 141Q: 3 clusters Score -2.700165e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 230409 members 
Entering Unmasked Estep 
Score: -27001704.000000 Penalty: 6202.048828
	Iteration 142Q: 3 clusters Score -2.70017e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 230766 members 
Entering Unmasked Estep 
Score: -27001716.000000 Penalty: 6202.048828
	Iteration 143Q: 3 clusters Score -2.700172e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 231117 members 
Entering Unmasked Estep 
Score: -27001684.000000 Penalty: 6202.048828
	Iteration 144Q: 3 clusters Score -2.700168e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 231465 members 
Entering Unmasked Estep 
Score: -27001768.000000 Penalty: 6202.048828
	Iteration 145Q: 3 clusters Score -2.700177e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 231836 members 
Entering Unmasked Estep 
Score: -27001754.000000 Penalty: 6202.048828
	Iteration 146Q: 3 clusters Score -2.700175e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 232206 members 
Entering Unmasked Estep 
Score: -27001684.000000 Penalty: 6202.048828
	Iteration 147Q: 3 clusters Score -2.700168e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 232577 members 
Entering Unmasked Estep 
Score: -27001646.000000 Penalty: 6202.048828
	Iteration 148Q: 3 clusters Score -2.700165e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 232941 members 
Entering Unmasked Estep 
Score: -27001706.000000 Penalty: 6202.048828
	Iteration 149Q: 3 clusters Score -2.700171e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 233294 members 
Entering Unmasked Estep 
Score: -27001758.000000 Penalty: 6202.048828
	Iteration 150Q: 3 clusters Score -2.700176e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 233661 members 
Entering Unmasked Estep 
Score: -27001702.000000 Penalty: 6202.048828
	Iteration 151Q: 3 clusters Score -2.70017e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 234026 members 
Entering Unmasked Estep 
Score: -27001778.000000 Penalty: 6202.048828
	Iteration 152Q: 3 clusters Score -2.700178e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 234377 members 
Entering Unmasked Estep 
Score: -27001792.000000 Penalty: 6202.048828
	Iteration 153Q: 3 clusters Score -2.700179e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 234737 members 
Entering Unmasked Estep 
Score: -27001786.000000 Penalty: 6202.048828
	Iteration 154Q: 3 clusters Score -2.700179e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 235087 members 
Entering Unmasked Estep 
Score: -27001728.000000 Penalty: 6202.048828
	Iteration 155Q: 3 clusters Score -2.700173e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 235447 members 
Entering Unmasked Estep 
Score: -27001798.000000 Penalty: 6202.048828
	Iteration 156Q: 3 clusters Score -2.70018e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 235828 members 
Entering Unmasked Estep 
Score: -27001858.000000 Penalty: 6202.048828
	Iteration 157Q: 3 clusters Score -2.700186e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 236189 members 
Entering Unmasked Estep 
Score: -27001880.000000 Penalty: 6202.048828
	Iteration 158Q: 3 clusters Score -2.700188e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 236551 members 
Entering Unmasked Estep 
Score: -27001932.000000 Penalty: 6202.048828
	Iteration 159Q: 3 clusters Score -2.700193e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 236902 members 
Entering Unmasked Estep 
Score: -27001902.000000 Penalty: 6202.048828
	Iteration 160F: 3 clusters Score -2.70019e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 237234 members 
Entering Unmasked Estep 
Score: -27001946.000000 Penalty: 6202.048828
	Iteration 161Q: 3 clusters Score -2.700195e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 237555 members 
Entering Unmasked Estep 
Score: -27002008.000000 Penalty: 6202.048828
	Iteration 162Q: 3 clusters Score -2.700201e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 237898 members 
Entering Unmasked Estep 
Score: -27001994.000000 Penalty: 6202.048828
	Iteration 163Q: 3 clusters Score -2.700199e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 238227 members 
Entering Unmasked Estep 
Score: -27002022.000000 Penalty: 6202.048828
	Iteration 164Q: 3 clusters Score -2.700202e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 238574 members 
Entering Unmasked Estep 
Score: -27002000.000000 Penalty: 6202.048828
	Iteration 165Q: 3 clusters Score -2.7002e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 238923 members 
Entering Unmasked Estep 
Score: -27002054.000000 Penalty: 6202.048828
	Iteration 166Q: 3 clusters Score -2.700205e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 239290 members 
Entering Unmasked Estep 
Score: -27002078.000000 Penalty: 6202.048828
	Iteration 167Q: 3 clusters Score -2.700208e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 239683 members 
Entering Unmasked Estep 
Score: -27002090.000000 Penalty: 6202.048828
	Iteration 168Q: 3 clusters Score -2.700209e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 240050 members 
Entering Unmasked Estep 
Score: -27002016.000000 Penalty: 6202.048828
	Iteration 169Q: 3 clusters Score -2.700202e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 240423 members 
Entering Unmasked Estep 
Score: -27002088.000000 Penalty: 6202.048828
	Iteration 170Q: 3 clusters Score -2.700209e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 240749 members 
Entering Unmasked Estep 
Score: -27002084.000000 Penalty: 6202.048828
	Iteration 171Q: 3 clusters Score -2.700208e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 241097 members 
Entering Unmasked Estep 
Score: -27002140.000000 Penalty: 6202.048828
	Iteration 172Q: 3 clusters Score -2.700214e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 241439 members 
Entering Unmasked Estep 
Score: -27002150.000000 Penalty: 6202.048828
	Iteration 173Q: 3 clusters Score -2.700215e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 241794 members 
Entering Unmasked Estep 
Score: -27002104.000000 Penalty: 6202.048828
	Iteration 174Q: 3 clusters Score -2.70021e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 242155 members 
Entering Unmasked Estep 
Score: -27002114.000000 Penalty: 6202.048828
	Iteration 175Q: 3 clusters Score -2.700211e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 242512 members 
Entering Unmasked Estep 
Score: -27002146.000000 Penalty: 6202.048828
	Iteration 176Q: 3 clusters Score -2.700215e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 242898 members 
Entering Unmasked Estep 
Score: -27002146.000000 Penalty: 6202.048828
	Iteration 177Q: 3 clusters Score -2.700215e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 243292 members 
Entering Unmasked Estep 
Score: -27002264.000000 Penalty: 6202.048828
	Iteration 178Q: 3 clusters Score -2.700226e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 243663 members 
Entering Unmasked Estep 
Score: -27002252.000000 Penalty: 6202.048828
	Iteration 179Q: 3 clusters Score -2.700225e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 244053 members 
Entering Unmasked Estep 
Score: -27002240.000000 Penalty: 6202.048828
	Iteration 180F: 3 clusters Score -2.700224e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 244396 members 
Entering Unmasked Estep 
Score: -27002258.000000 Penalty: 6202.048828
	Iteration 181Q: 3 clusters Score -2.700226e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 244732 members 
Entering Unmasked Estep 
Score: -27002286.000000 Penalty: 6202.048828
	Iteration 182Q: 3 clusters Score -2.700229e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 245118 members 
Entering Unmasked Estep 
Score: -27002286.000000 Penalty: 6202.048828
	Iteration 183Q: 3 clusters Score -2.700229e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 245483 members 
Entering Unmasked Estep 
Score: -27002276.000000 Penalty: 6202.048828
	Iteration 184Q: 3 clusters Score -2.700228e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 245800 members 
Entering Unmasked Estep 
Score: -27002348.000000 Penalty: 6202.048828
	Iteration 185Q: 3 clusters Score -2.700235e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 246128 members 
Entering Unmasked Estep 
Score: -27002354.000000 Penalty: 6202.048828
	Iteration 186Q: 3 clusters Score -2.700235e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 246463 members 
Entering Unmasked Estep 
Score: -27002344.000000 Penalty: 6202.048828
	Iteration 187Q: 3 clusters Score -2.700234e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 246791 members 
Entering Unmasked Estep 
Score: -27002338.000000 Penalty: 6202.048828
	Iteration 188Q: 3 clusters Score -2.700234e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 247110 members 
Entering Unmasked Estep 
Score: -27002374.000000 Penalty: 6202.048828
	Iteration 189Q: 3 clusters Score -2.700237e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 247417 members 
Entering Unmasked Estep 
Score: -27002480.000000 Penalty: 6202.048828
	Iteration 190Q: 3 clusters Score -2.700248e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 247709 members 
Entering Unmasked Estep 
Score: -27002472.000000 Penalty: 6202.048828
	Iteration 191Q: 3 clusters Score -2.700247e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 247960 members 
Entering Unmasked Estep 
Score: -27002470.000000 Penalty: 6202.048828
	Iteration 192Q: 3 clusters Score -2.700247e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 248212 members 
Entering Unmasked Estep 
Score: -27002472.000000 Penalty: 6202.048828
	Iteration 193Q: 3 clusters Score -2.700247e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 248456 members 
Entering Unmasked Estep 
Score: -27002444.000000 Penalty: 6202.048828
	Iteration 194Q: 3 clusters Score -2.700244e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 248700 members 
Entering Unmasked Estep 
Score: -27002408.000000 Penalty: 6202.048828
	Iteration 195Q: 3 clusters Score -2.700241e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 248947 members 
Entering Unmasked Estep 
Score: -27002412.000000 Penalty: 6202.048828
	Iteration 196Q: 3 clusters Score -2.700241e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 249169 members 
Entering Unmasked Estep 
Score: -27002394.000000 Penalty: 6202.048828
	Iteration 197Q: 3 clusters Score -2.700239e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 249406 members 
Entering Unmasked Estep 
Score: -27002426.000000 Penalty: 6202.048828
	Iteration 198Q: 3 clusters Score -2.700243e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 249640 members 
Entering Unmasked Estep 
Score: -27002424.000000 Penalty: 6202.048828
	Iteration 199Q: 3 clusters Score -2.700242e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 249850 members 
Entering Unmasked Estep 
Score: -27002412.000000 Penalty: 6202.048828
	Iteration 200F: 3 clusters Score -2.700241e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 250053 members 
Entering Unmasked Estep 
Score: -27002506.000000 Penalty: 6202.048828
	Iteration 201Q: 3 clusters Score -2.700251e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 250262 members 
Entering Unmasked Estep 
Score: -27002518.000000 Penalty: 6202.048828
	Iteration 202Q: 3 clusters Score -2.700252e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 250458 members 
Entering Unmasked Estep 
Score: -27002476.000000 Penalty: 6202.048828
	Iteration 203Q: 3 clusters Score -2.700248e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 250652 members 
Entering Unmasked Estep 
Score: -27002490.000000 Penalty: 6202.048828
	Iteration 204Q: 3 clusters Score -2.700249e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 250819 members 
Entering Unmasked Estep 
Score: -27002502.000000 Penalty: 6202.048828
	Iteration 205Q: 3 clusters Score -2.70025e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 250954 members 
Entering Unmasked Estep 
Score: -27002508.000000 Penalty: 6202.048828
	Iteration 206Q: 3 clusters Score -2.700251e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 251109 members 
Entering Unmasked Estep 
Score: -27002578.000000 Penalty: 6202.048828
	Iteration 207Q: 3 clusters Score -2.700258e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 251274 members 
Entering Unmasked Estep 
Score: -27002616.000000 Penalty: 6202.048828
	Iteration 208Q: 3 clusters Score -2.700262e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 251436 members 
Entering Unmasked Estep 
Score: -27002652.000000 Penalty: 6202.048828
	Iteration 209Q: 3 clusters Score -2.700265e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 251608 members 
Entering Unmasked Estep 
Score: -27002670.000000 Penalty: 6202.048828
	Iteration 210Q: 3 clusters Score -2.700267e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 251781 members 
Entering Unmasked Estep 
Score: -27002682.000000 Penalty: 6202.048828
	Iteration 211Q: 3 clusters Score -2.700268e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 251957 members 
Entering Unmasked Estep 
Score: -27002700.000000 Penalty: 6202.048828
	Iteration 212Q: 3 clusters Score -2.70027e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 252110 members 
Entering Unmasked Estep 
Score: -27002734.000000 Penalty: 6202.048828
	Iteration 213Q: 3 clusters Score -2.700273e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 252263 members 
Entering Unmasked Estep 
Score: -27002718.000000 Penalty: 6202.048828
	Iteration 214Q: 3 clusters Score -2.700272e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 252430 members 
Entering Unmasked Estep 
Score: -27002752.000000 Penalty: 6202.048828
	Iteration 215Q: 3 clusters Score -2.700275e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 252584 members 
Entering Unmasked Estep 
Score: -27002764.000000 Penalty: 6202.048828
	Iteration 216Q: 3 clusters Score -2.700276e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 252762 members 
Entering Unmasked Estep 
Score: -27002754.000000 Penalty: 6202.048828
	Iteration 217Q: 3 clusters Score -2.700275e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 252926 members 
Entering Unmasked Estep 
Score: -27002836.000000 Penalty: 6202.048828
	Iteration 218Q: 3 clusters Score -2.700284e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 253073 members 
Entering Unmasked Estep 
Score: -27002882.000000 Penalty: 6202.048828
	Iteration 219Q: 3 clusters Score -2.700288e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 253244 members 
Entering Unmasked Estep 
Score: -27002902.000000 Penalty: 6202.048828
	Iteration 220F: 3 clusters Score -2.70029e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 253408 members 
Entering Unmasked Estep 
Score: -27002966.000000 Penalty: 6202.048828
	Iteration 221Q: 3 clusters Score -2.700297e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 253567 members 
Entering Unmasked Estep 
Score: -27002970.000000 Penalty: 6202.048828
	Iteration 222Q: 3 clusters Score -2.700297e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 253724 members 
Entering Unmasked Estep 
Score: -27002986.000000 Penalty: 6202.048828
	Iteration 223Q: 3 clusters Score -2.700299e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 253880 members 
Entering Unmasked Estep 
Score: -27003036.000000 Penalty: 6202.048828
	Iteration 224Q: 3 clusters Score -2.700304e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 254028 members 
Entering Unmasked Estep 
Score: -27003086.000000 Penalty: 6202.048828
	Iteration 225Q: 3 clusters Score -2.700309e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 254177 members 
Entering Unmasked Estep 
Score: -27003124.000000 Penalty: 6202.048828
	Iteration 226Q: 3 clusters Score -2.700312e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 254317 members 
Entering Unmasked Estep 
Score: -27003144.000000 Penalty: 6202.048828
	Iteration 227Q: 3 clusters Score -2.700314e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 254454 members 
Entering Unmasked Estep 
Score: -27003158.000000 Penalty: 6202.048828
	Iteration 228Q: 3 clusters Score -2.700316e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 254585 members 
Entering Unmasked Estep 
Score: -27003168.000000 Penalty: 6202.048828
	Iteration 229Q: 3 clusters Score -2.700317e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 254721 members 
Entering Unmasked Estep 
Score: -27003164.000000 Penalty: 6202.048828
	Iteration 230Q: 3 clusters Score -2.700316e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 254862 members 
Entering Unmasked Estep 
Score: -27003156.000000 Penalty: 6202.048828
	Iteration 231Q: 3 clusters Score -2.700316e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 255017 members 
Entering Unmasked Estep 
Score: -27003202.000000 Penalty: 6202.048828
	Iteration 232Q: 3 clusters Score -2.70032e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 255161 members 
Entering Unmasked Estep 
Score: -27003174.000000 Penalty: 6202.048828
	Iteration 233Q: 3 clusters Score -2.700317e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 255316 members 
Entering Unmasked Estep 
Score: -27003156.000000 Penalty: 6202.048828
	Iteration 234Q: 3 clusters Score -2.700316e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 255480 members 
Entering Unmasked Estep 
Score: -27003212.000000 Penalty: 6202.048828
	Iteration 235Q: 3 clusters Score -2.700321e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 255614 members 
Entering Unmasked Estep 
Score: -27003210.000000 Penalty: 6202.048828
	Iteration 236Q: 3 clusters Score -2.700321e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 255739 members 
Entering Unmasked Estep 
Score: -27003258.000000 Penalty: 6202.048828
	Iteration 237Q: 3 clusters Score -2.700326e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 255853 members 
Entering Unmasked Estep 
Score: -27003222.000000 Penalty: 6202.048828
	Iteration 238Q: 3 clusters Score -2.700322e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 255949 members 
Entering Unmasked Estep 
Score: -27003244.000000 Penalty: 6202.048828
	Iteration 239Q: 3 clusters Score -2.700324e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 256039 members 
Entering Unmasked Estep 
Score: -27003246.000000 Penalty: 6202.048828
	Iteration 240F: 3 clusters Score -2.700325e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 256120 members 
Entering Unmasked Estep 
Score: -27003276.000000 Penalty: 6202.048828
	Iteration 241Q: 3 clusters Score -2.700328e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 256187 members 
Entering Unmasked Estep 
Score: -27003312.000000 Penalty: 6202.048828
	Iteration 242Q: 3 clusters Score -2.700331e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 256260 members 
Entering Unmasked Estep 
Score: -27003250.000000 Penalty: 6202.048828
	Iteration 243Q: 3 clusters Score -2.700325e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 256329 members 
Entering Unmasked Estep 
Score: -27003248.000000 Penalty: 6202.048828
	Iteration 244Q: 3 clusters Score -2.700325e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 256390 members 
Entering Unmasked Estep 
Score: -27003254.000000 Penalty: 6202.048828
	Iteration 245Q: 3 clusters Score -2.700325e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 256446 members 
Entering Unmasked Estep 
Score: -27003244.000000 Penalty: 6202.048828
	Iteration 246Q: 3 clusters Score -2.700324e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 256491 members 
Entering Unmasked Estep 
Score: -27003238.000000 Penalty: 6202.048828
	Iteration 247Q: 3 clusters Score -2.700324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 256536 members 
Entering Unmasked Estep 
Score: -27003246.000000 Penalty: 6202.048828
	Iteration 248Q: 3 clusters Score -2.700325e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 256577 members 
Entering Unmasked Estep 
Score: -27003248.000000 Penalty: 6202.048828
	Iteration 249Q: 3 clusters Score -2.700325e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 256630 members 
Entering Unmasked Estep 
Score: -27003220.000000 Penalty: 6202.048828
	Iteration 250Q: 3 clusters Score -2.700322e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 256682 members 
Entering Unmasked Estep 
Score: -27003224.000000 Penalty: 6202.048828
	Iteration 251Q: 3 clusters Score -2.700322e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 256741 members 
Entering Unmasked Estep 
Score: -27003216.000000 Penalty: 6202.048828
	Iteration 252Q: 3 clusters Score -2.700322e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 256800 members 
Entering Unmasked Estep 
Score: -27003272.000000 Penalty: 6202.048828
	Iteration 253Q: 3 clusters Score -2.700327e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 256864 members 
Entering Unmasked Estep 
Score: -27003270.000000 Penalty: 6202.048828
	Iteration 254Q: 3 clusters Score -2.700327e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 256918 members 
Entering Unmasked Estep 
Score: -27003316.000000 Penalty: 6202.048828
	Iteration 255Q: 3 clusters Score -2.700332e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 256963 members 
Entering Unmasked Estep 
Score: -27003284.000000 Penalty: 6202.048828
	Iteration 256Q: 3 clusters Score -2.700328e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 257007 members 
Entering Unmasked Estep 
Score: -27003296.000000 Penalty: 6202.048828
	Iteration 257Q: 3 clusters Score -2.70033e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 257058 members 
Entering Unmasked Estep 
Score: -27003308.000000 Penalty: 6202.048828
	Iteration 258Q: 3 clusters Score -2.700331e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 257108 members 
Entering Unmasked Estep 
Score: -27003302.000000 Penalty: 6202.048828
	Iteration 259Q: 3 clusters Score -2.70033e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 257155 members 
Entering Unmasked Estep 
Score: -27003308.000000 Penalty: 6202.048828
	Iteration 260F: 3 clusters Score -2.700331e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 257195 members 
Entering Unmasked Estep 
Score: -27003298.000000 Penalty: 6202.048828
	Iteration 261Q: 3 clusters Score -2.70033e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 257245 members 
Entering Unmasked Estep 
Score: -27003322.000000 Penalty: 6202.048828
	Iteration 262Q: 3 clusters Score -2.700332e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 257289 members 
Entering Unmasked Estep 
Score: -27003334.000000 Penalty: 6202.048828
	Iteration 263Q: 3 clusters Score -2.700333e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 257350 members 
Entering Unmasked Estep 
Score: -27003354.000000 Penalty: 6202.048828
	Iteration 264Q: 3 clusters Score -2.700335e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 257389 members 
Entering Unmasked Estep 
Score: -27003340.000000 Penalty: 6202.048828
	Iteration 265Q: 3 clusters Score -2.700334e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 257431 members 
Entering Unmasked Estep 
Score: -27003370.000000 Penalty: 6202.048828
	Iteration 266Q: 3 clusters Score -2.700337e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 257486 members 
Entering Unmasked Estep 
Score: -27003382.000000 Penalty: 6202.048828
	Iteration 267Q: 3 clusters Score -2.700338e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 257543 members 
Entering Unmasked Estep 
Score: -27003400.000000 Penalty: 6202.048828
	Iteration 268Q: 3 clusters Score -2.70034e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 257593 members 
Entering Unmasked Estep 
Score: -27003408.000000 Penalty: 6202.048828
	Iteration 269Q: 3 clusters Score -2.700341e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 257634 members 
Entering Unmasked Estep 
Score: -27003386.000000 Penalty: 6202.048828
	Iteration 270Q: 3 clusters Score -2.700339e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 257681 members 
Entering Unmasked Estep 
Score: -27003428.000000 Penalty: 6202.048828
	Iteration 271Q: 3 clusters Score -2.700343e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 257728 members 
Entering Unmasked Estep 
Score: -27003432.000000 Penalty: 6202.048828
	Iteration 272Q: 3 clusters Score -2.700343e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 257782 members 
Entering Unmasked Estep 
Score: -27003424.000000 Penalty: 6202.048828
	Iteration 273Q: 3 clusters Score -2.700342e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 257845 members 
Entering Unmasked Estep 
Score: -27003472.000000 Penalty: 6202.048828
	Iteration 274Q: 3 clusters Score -2.700347e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 257907 members 
Entering Unmasked Estep 
Score: -27003458.000000 Penalty: 6202.048828
	Iteration 275Q: 3 clusters Score -2.700346e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 257960 members 
Entering Unmasked Estep 
Score: -27003452.000000 Penalty: 6202.048828
	Iteration 276Q: 3 clusters Score -2.700345e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 258024 members 
Entering Unmasked Estep 
Score: -27003476.000000 Penalty: 6202.048828
	Iteration 277Q: 3 clusters Score -2.700348e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 258082 members 
Entering Unmasked Estep 
Score: -27003498.000000 Penalty: 6202.048828
	Iteration 278Q: 3 clusters Score -2.70035e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 258135 members 
Entering Unmasked Estep 
Score: -27003480.000000 Penalty: 6202.048828
	Iteration 279Q: 3 clusters Score -2.700348e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 258195 members 
Entering Unmasked Estep 
Score: -27003476.000000 Penalty: 6202.048828
	Iteration 280F: 3 clusters Score -2.700348e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 258260 members 
Entering Unmasked Estep 
Score: -27003448.000000 Penalty: 6202.048828
	Iteration 281Q: 3 clusters Score -2.700345e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 258324 members 
Entering Unmasked Estep 
Score: -27003486.000000 Penalty: 6202.048828
	Iteration 282Q: 3 clusters Score -2.700349e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 258376 members 
Entering Unmasked Estep 
Score: -27003506.000000 Penalty: 6202.048828
	Iteration 283Q: 3 clusters Score -2.700351e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 258431 members 
Entering Unmasked Estep 
Score: -27003530.000000 Penalty: 6202.048828
	Iteration 284Q: 3 clusters Score -2.700353e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 258484 members 
Entering Unmasked Estep 
Score: -27003528.000000 Penalty: 6202.048828
	Iteration 285Q: 3 clusters Score -2.700353e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 258538 members 
Entering Unmasked Estep 
Score: -27003516.000000 Penalty: 6202.048828
	Iteration 286Q: 3 clusters Score -2.700352e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 258589 members 
Entering Unmasked Estep 
Score: -27003534.000000 Penalty: 6202.048828
	Iteration 287Q: 3 clusters Score -2.700353e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 258625 members 
Entering Unmasked Estep 
Score: -27003538.000000 Penalty: 6202.048828
	Iteration 288Q: 3 clusters Score -2.700354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 258659 members 
Entering Unmasked Estep 
Score: -27003538.000000 Penalty: 6202.048828
	Iteration 289Q: 3 clusters Score -2.700354e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 258692 members 
Entering Unmasked Estep 
Score: -27003586.000000 Penalty: 6202.048828
	Iteration 290Q: 3 clusters Score -2.700359e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 258722 members 
Entering Unmasked Estep 
Score: -27003568.000000 Penalty: 6202.048828
	Iteration 291Q: 3 clusters Score -2.700357e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 258760 members 
Entering Unmasked Estep 
Score: -27003568.000000 Penalty: 6202.048828
	Iteration 292Q: 3 clusters Score -2.700357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 258789 members 
Entering Unmasked Estep 
Score: -27003568.000000 Penalty: 6202.048828
	Iteration 293Q: 3 clusters Score -2.700357e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 258826 members 
Entering Unmasked Estep 
Score: -27003568.000000 Penalty: 6202.048828
	Iteration 294Q: 3 clusters Score -2.700357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 258853 members 
Entering Unmasked Estep 
Score: -27003538.000000 Penalty: 6202.048828
	Iteration 295Q: 3 clusters Score -2.700354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 258881 members 
Entering Unmasked Estep 
Score: -27003552.000000 Penalty: 6202.048828
	Iteration 296Q: 3 clusters Score -2.700355e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 258913 members 
Entering Unmasked Estep 
Score: -27003550.000000 Penalty: 6202.048828
	Iteration 297Q: 3 clusters Score -2.700355e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 258943 members 
Entering Unmasked Estep 
Score: -27003538.000000 Penalty: 6202.048828
	Iteration 298Q: 3 clusters Score -2.700354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 258967 members 
Entering Unmasked Estep 
Score: -27003564.000000 Penalty: 6202.048828
	Iteration 299Q: 3 clusters Score -2.700356e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 258988 members 
Entering Unmasked Estep 
Score: -27003570.000000 Penalty: 6202.048828
	Iteration 300F: 3 clusters Score -2.700357e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 259011 members 
Entering Unmasked Estep 
Score: -27003588.000000 Penalty: 6202.048828
	Iteration 301Q: 3 clusters Score -2.700359e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 259030 members 
Entering Unmasked Estep 
Score: -27003602.000000 Penalty: 6202.048828
	Iteration 302Q: 3 clusters Score -2.70036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 259050 members 
Entering Unmasked Estep 
Score: -27003608.000000 Penalty: 6202.048828
	Iteration 303Q: 3 clusters Score -2.700361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 259063 members 
Entering Unmasked Estep 
Score: -27003610.000000 Penalty: 6202.048828
	Iteration 304Q: 3 clusters Score -2.700361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 259082 members 
Entering Unmasked Estep 
Score: -27003624.000000 Penalty: 6202.048828
	Iteration 305Q: 3 clusters Score -2.700362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 259091 members 
Entering Unmasked Estep 
Score: -27003616.000000 Penalty: 6202.048828
	Iteration 306Q: 3 clusters Score -2.700362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 259097 members 
Entering Unmasked Estep 
Score: -27003616.000000 Penalty: 6202.048828
	Iteration 307Q: 3 clusters Score -2.700362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 259102 members 
Entering Unmasked Estep 
Score: -27003616.000000 Penalty: 6202.048828
	Iteration 308Q: 3 clusters Score -2.700362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 259104 members 
Entering Unmasked Estep 
Score: -27003622.000000 Penalty: 6202.048828
	Iteration 309Q: 3 clusters Score -2.700362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 259109 members 
Entering Unmasked Estep 
Score: -27003620.000000 Penalty: 6202.048828
	Iteration 310Q: 3 clusters Score -2.700362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 259120 members 
Entering Unmasked Estep 
Score: -27003622.000000 Penalty: 6202.048828
	Iteration 311Q: 3 clusters Score -2.700362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 259126 members 
Entering Unmasked Estep 
Score: -27003616.000000 Penalty: 6202.048828
	Iteration 312Q: 3 clusters Score -2.700362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 259135 members 
Entering Unmasked Estep 
Score: -27003634.000000 Penalty: 6202.048828
	Iteration 313Q: 3 clusters Score -2.700363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 259144 members 
Entering Unmasked Estep 
Score: -27003640.000000 Penalty: 6202.048828
	Iteration 314Q: 3 clusters Score -2.700364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 259147 members 
Entering Unmasked Estep 
Score: -27003638.000000 Penalty: 6202.048828
	Iteration 315Q: 3 clusters Score -2.700364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 259148 members 
Entering Unmasked Estep 
Score: -27003642.000000 Penalty: 6202.048828
	Iteration 316Q: 3 clusters Score -2.700364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 259152 members 
Entering Unmasked Estep 
Score: -27003634.000000 Penalty: 6202.048828
	Iteration 317Q: 3 clusters Score -2.700363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 259154 members 
Entering Unmasked Estep 
Score: -27003638.000000 Penalty: 6202.048828
	Iteration 318Q: 3 clusters Score -2.700364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 259156 members 
Entering Unmasked Estep 
Score: -27003642.000000 Penalty: 6202.048828
	Iteration 319Q: 3 clusters Score -2.700364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 259155 members 
Entering Unmasked Estep 
Score: -27003632.000000 Penalty: 6202.048828
	Iteration 320F: 3 clusters Score -2.700363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 259156 members 
Entering Unmasked Estep 
Score: -27003628.000000 Penalty: 6202.048828
	Iteration 321Q: 3 clusters Score -2.700363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 259158 members 
Entering Unmasked Estep 
Score: -27003636.000000 Penalty: 6202.048828
	Iteration 322Q: 3 clusters Score -2.700364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 259158 members 
Entering Unmasked Estep 
Score: -27003636.000000 Penalty: 6202.048828
	Iteration 323F: 3 clusters Score -2.700364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (153399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153399 members 
Entering Unmasked Estep 
Score: -15361560.000000 Penalty: 2961.317871
	Iteration 0F: 2 clusters Score -1.536156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -15258733.000000 Penalty: 5922.635742
	Iteration 0F: 3 clusters Score -1.525873e+07 nChanged 73555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 81200 members 
Entering Unmasked Estep 
Score: -15303791.000000 Penalty: 5922.635742
	Iteration 1F: 3 clusters Score -1.530379e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70290 members 
Mstep: Class 2 contains 83109 members 
Entering Unmasked Estep 
Score: -15307000.000000 Penalty: 5922.635742
	Iteration 2Q: 3 clusters Score -1.5307e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 84825 members 
Entering Unmasked Estep 
Score: -15311452.000000 Penalty: 5922.635742
	Iteration 3Q: 3 clusters Score -1.531145e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 85665 members 
Entering Unmasked Estep 
Score: -15316926.000000 Penalty: 5922.635742
	Iteration 4F: 3 clusters Score -1.531693e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -15323441.000000 Penalty: 5922.635742
	Iteration 5F: 3 clusters Score -1.532344e+07 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 83101 members 
Entering Unmasked Estep 
Score: -15331034.000000 Penalty: 5922.635742
	Iteration 6F: 3 clusters Score -1.533103e+07 nChanged 11040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -15337431.000000 Penalty: 5922.635742
	Iteration 7F: 3 clusters Score -1.533743e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 74664 members 
Entering Unmasked Estep 
Score: -15342712.000000 Penalty: 5922.635742
	Iteration 8F: 3 clusters Score -1.534271e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -15347190.000000 Penalty: 5922.635742
	Iteration 9F: 3 clusters Score -1.534719e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91010 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -15351184.000000 Penalty: 5922.635742
	Iteration 10F: 3 clusters Score -1.535118e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -15354878.000000 Penalty: 5922.635742
	Iteration 11Q: 3 clusters Score -1.535488e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104931 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -15359112.000000 Penalty: 5922.635742
	Iteration 12Q: 3 clusters Score -1.535911e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111826 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -15363449.000000 Penalty: 5922.635742
	Iteration 13Q: 3 clusters Score -1.536345e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118150 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -15367240.000000 Penalty: 5922.635742
	Iteration 14Q: 3 clusters Score -1.536724e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123374 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -15370137.000000 Penalty: 5922.635742
	Iteration 15Q: 3 clusters Score -1.537014e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127483 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -15372027.000000 Penalty: 5922.635742
	Iteration 16Q: 3 clusters Score -1.537203e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130677 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -15373357.000000 Penalty: 5922.635742
	Iteration 17Q: 3 clusters Score -1.537336e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133084 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -15374263.000000 Penalty: 5922.635742
	Iteration 18Q: 3 clusters Score -1.537426e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134978 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -15374838.000000 Penalty: 5922.635742
	Iteration 19Q: 3 clusters Score -1.537484e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136424 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -15375238.000000 Penalty: 5922.635742
	Iteration 20F: 3 clusters Score -1.537524e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137566 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -15375450.000000 Penalty: 5922.635742
	Iteration 21Q: 3 clusters Score -1.537545e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138497 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -15375600.000000 Penalty: 5922.635742
	Iteration 22Q: 3 clusters Score -1.53756e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139219 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -15375729.000000 Penalty: 5922.635742
	Iteration 23Q: 3 clusters Score -1.537573e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139781 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -15375821.000000 Penalty: 5922.635742
	Iteration 24Q: 3 clusters Score -1.537582e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140195 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -15375946.000000 Penalty: 5922.635742
	Iteration 25Q: 3 clusters Score -1.537595e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140552 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -15376029.000000 Penalty: 5922.635742
	Iteration 26Q: 3 clusters Score -1.537603e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140830 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -15376030.000000 Penalty: 5922.635742
	Iteration 27Q: 3 clusters Score -1.537603e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141049 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -15376051.000000 Penalty: 5922.635742
	Iteration 28Q: 3 clusters Score -1.537605e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141222 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -15376043.000000 Penalty: 5922.635742
	Iteration 29Q: 3 clusters Score -1.537604e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141368 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -15376033.000000 Penalty: 5922.635742
	Iteration 30Q: 3 clusters Score -1.537603e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141488 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -15376047.000000 Penalty: 5922.635742
	Iteration 31Q: 3 clusters Score -1.537605e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141581 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -15376056.000000 Penalty: 5922.635742
	Iteration 32Q: 3 clusters Score -1.537606e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141664 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -15376058.000000 Penalty: 5922.635742
	Iteration 33Q: 3 clusters Score -1.537606e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141715 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -15376046.000000 Penalty: 5922.635742
	Iteration 34Q: 3 clusters Score -1.537605e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141766 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -15376057.000000 Penalty: 5922.635742
	Iteration 35Q: 3 clusters Score -1.537606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141799 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -15376063.000000 Penalty: 5922.635742
	Iteration 36Q: 3 clusters Score -1.537606e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141831 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -15376065.000000 Penalty: 5922.635742
	Iteration 37Q: 3 clusters Score -1.537606e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141852 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -15376070.000000 Penalty: 5922.635742
	Iteration 38Q: 3 clusters Score -1.537607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141866 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -15376081.000000 Penalty: 5922.635742
	Iteration 39Q: 3 clusters Score -1.537608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141882 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -15376075.000000 Penalty: 5922.635742
	Iteration 40F: 3 clusters Score -1.537608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141892 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -15376087.000000 Penalty: 5922.635742
	Iteration 41Q: 3 clusters Score -1.537609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141903 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -15376087.000000 Penalty: 5922.635742
	Iteration 42Q: 3 clusters Score -1.537609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141907 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -15376088.000000 Penalty: 5922.635742
	Iteration 43Q: 3 clusters Score -1.537609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141909 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -15376083.000000 Penalty: 5922.635742
	Iteration 44Q: 3 clusters Score -1.537608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141911 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -15376082.000000 Penalty: 5922.635742
	Iteration 45Q: 3 clusters Score -1.537608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141911 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -15376082.000000 Penalty: 5922.635742
	Iteration 46F: 3 clusters Score -1.537608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 269448 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 141911 members 
Mstep: Class 8 contains 98184 members 
Mstep: Class 9 contains 24568 members 
Mstep: Class 10 contains 140280 members 
Mstep: Class 11 contains 32400 members 
Mstep: Class 12 contains 387124 members 
Mstep: Class 13 contains 23363 members 
Mstep: Class 14 contains 41548 members 
Mstep: Class 15 contains 141142 members 
Mstep: Class 16 contains 86791 members 
Mstep: Class 17 contains 14893 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 17795 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 55281 members 
Mstep: Class 22 contains 8190 members 
Mstep: Class 23 contains 6861 members 
Mstep: Class 24 contains 11488 members 
Entering Unmasked Estep 
Score: -156953904.000000 Penalty: 85095.523438
Splitting cluster 7 changes total score from -156932800.000000 to -156953904.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (98184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98184 members 
Entering Unmasked Estep 
Score: -9879721.000000 Penalty: 2850.660400
	Iteration 0F: 2 clusters Score -9879721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -9814101.000000 Penalty: 5701.320801
	Iteration 0F: 3 clusters Score -9814101 nChanged 46594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -9846305.000000 Penalty: 5701.320801
	Iteration 1F: 3 clusters Score -9846305 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -9854989.000000 Penalty: 5701.320801
	Iteration 2F: 3 clusters Score -9854989 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -9863695.000000 Penalty: 5701.320801
	Iteration 3F: 3 clusters Score -9863695 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 70554 members 
Entering Unmasked Estep 
Score: -9873335.000000 Penalty: 5701.320801
	Iteration 4F: 3 clusters Score -9873335 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -9881734.000000 Penalty: 5701.320801
	Iteration 5F: 3 clusters Score -9881734 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 84947 members 
Entering Unmasked Estep 
Score: -9887270.000000 Penalty: 5701.320801
	Iteration 6F: 3 clusters Score -9887270 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
Score: -9890443.000000 Penalty: 5701.320801
	Iteration 7Q: 3 clusters Score -9890443 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 89651 members 
Entering Unmasked Estep 
Score: -9893070.000000 Penalty: 5701.320801
	Iteration 8Q: 3 clusters Score -9893070 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -9894901.000000 Penalty: 5701.320801
	Iteration 9Q: 3 clusters Score -9894901 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 90717 members 
Entering Unmasked Estep 
Score: -9895190.000000 Penalty: 5701.320801
	Iteration 10Q: 3 clusters Score -9895190 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -9895258.000000 Penalty: 5701.320801
	Iteration 11Q: 3 clusters Score -9895258 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 91040 members 
Entering Unmasked Estep 
Score: -9895315.000000 Penalty: 5701.320801
	Iteration 12Q: 3 clusters Score -9895315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -9895309.000000 Penalty: 5701.320801
	Iteration 13Q: 3 clusters Score -9895309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 91126 members 
Entering Unmasked Estep 
Score: -9895317.000000 Penalty: 5701.320801
	Iteration 14Q: 3 clusters Score -9895317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 91140 members 
Entering Unmasked Estep 
Score: -9895327.000000 Penalty: 5701.320801
	Iteration 15Q: 3 clusters Score -9895327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 91146 members 
Entering Unmasked Estep 
Score: -9895320.000000 Penalty: 5701.320801
	Iteration 16Q: 3 clusters Score -9895320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 91151 members 
Entering Unmasked Estep 
Score: -9895326.000000 Penalty: 5701.320801
	Iteration 17Q: 3 clusters Score -9895326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 91153 members 
Entering Unmasked Estep 
Score: -9895324.000000 Penalty: 5701.320801
	Iteration 18Q: 3 clusters Score -9895324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -9895321.000000 Penalty: 5701.320801
	Iteration 19Q: 3 clusters Score -9895321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 91155 members 
Entering Unmasked Estep 
Score: -9895321.000000 Penalty: 5701.320801
	Iteration 20F: 3 clusters Score -9895321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 269448 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 141911 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 24568 members 
Mstep: Class 10 contains 140280 members 
Mstep: Class 11 contains 32400 members 
Mstep: Class 12 contains 387124 members 
Mstep: Class 13 contains 23363 members 
Mstep: Class 14 contains 41548 members 
Mstep: Class 15 contains 141142 members 
Mstep: Class 16 contains 86791 members 
Mstep: Class 17 contains 14893 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 17795 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 55281 members 
Mstep: Class 22 contains 8190 members 
Mstep: Class 23 contains 6861 members 
Mstep: Class 24 contains 11488 members 
Mstep: Class 25 contains 91155 members 
Entering Unmasked Estep 
Score: -156969280.000000 Penalty: 88641.171875
Splitting cluster 8 changes total score from -156932800.000000 to -156969280.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (24568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Entering Unmasked Estep 
Score: -2371763.500000 Penalty: 2507.081787
	Iteration 0F: 2 clusters Score -2371764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2354818.500000 Penalty: 5014.163574
	Iteration 0F: 3 clusters Score -2354818 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2361782.000000 Penalty: 5014.163574
	Iteration 1F: 3 clusters Score -2361782 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2363642.750000 Penalty: 5014.163574
	Iteration 2F: 3 clusters Score -2363643 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2366220.750000 Penalty: 5014.163574
	Iteration 3F: 3 clusters Score -2366221 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2369028.000000 Penalty: 5014.163574
	Iteration 4F: 3 clusters Score -2369028 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2371167.000000 Penalty: 5014.163574
	Iteration 5F: 3 clusters Score -2371167 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2372438.750000 Penalty: 5014.163574
	Iteration 6F: 3 clusters Score -2372439 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2373014.250000 Penalty: 5014.163574
	Iteration 7Q: 3 clusters Score -2373014 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2373314.750000 Penalty: 5014.163574
	Iteration 8Q: 3 clusters Score -2373315 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2373518.500000 Penalty: 5014.163574
	Iteration 9Q: 3 clusters Score -2373518 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2373634.250000 Penalty: 5014.163574
	Iteration 10Q: 3 clusters Score -2373634 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2373719.250000 Penalty: 5014.163574
	Iteration 11Q: 3 clusters Score -2373719 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2373856.000000 Penalty: 5014.163574
	Iteration 12Q: 3 clusters Score -2373856 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2374007.500000 Penalty: 5014.163574
	Iteration 13Q: 3 clusters Score -2374008 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2374183.000000 Penalty: 5014.163574
	Iteration 14Q: 3 clusters Score -2374183 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2374389.250000 Penalty: 5014.163574
	Iteration 15Q: 3 clusters Score -2374389 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2374600.500000 Penalty: 5014.163574
	Iteration 16Q: 3 clusters Score -2374600 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2374756.250000 Penalty: 5014.163574
	Iteration 17Q: 3 clusters Score -2374756 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2374878.750000 Penalty: 5014.163574
	Iteration 18Q: 3 clusters Score -2374879 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2374945.750000 Penalty: 5014.163574
	Iteration 19Q: 3 clusters Score -2374946 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2374974.000000 Penalty: 5014.163574
	Iteration 20F: 3 clusters Score -2374974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2375010.250000 Penalty: 5014.163574
	Iteration 21Q: 3 clusters Score -2375010 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2375041.250000 Penalty: 5014.163574
	Iteration 22Q: 3 clusters Score -2375041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2375051.750000 Penalty: 5014.163574
	Iteration 23Q: 3 clusters Score -2375052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2375060.000000 Penalty: 5014.163574
	Iteration 24Q: 3 clusters Score -2375060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2375060.250000 Penalty: 5014.163574
	Iteration 25Q: 3 clusters Score -2375060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2375067.250000 Penalty: 5014.163574
	Iteration 26Q: 3 clusters Score -2375067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2375070.250000 Penalty: 5014.163574
	Iteration 27Q: 3 clusters Score -2375070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2375069.250000 Penalty: 5014.163574
	Iteration 28Q: 3 clusters Score -2375069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2375065.000000 Penalty: 5014.163574
	Iteration 29Q: 3 clusters Score -2375065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2375066.000000 Penalty: 5014.163574
	Iteration 30Q: 3 clusters Score -2375066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2375071.250000 Penalty: 5014.163574
	Iteration 31Q: 3 clusters Score -2375071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2375071.250000 Penalty: 5014.163574
	Iteration 32Q: 3 clusters Score -2375071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2375071.500000 Penalty: 5014.163574
	Iteration 33Q: 3 clusters Score -2375072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2375072.750000 Penalty: 5014.163574
	Iteration 34Q: 3 clusters Score -2375073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2375075.000000 Penalty: 5014.163574
	Iteration 35Q: 3 clusters Score -2375075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2375074.250000 Penalty: 5014.163574
	Iteration 36Q: 3 clusters Score -2375074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2375078.750000 Penalty: 5014.163574
	Iteration 37Q: 3 clusters Score -2375079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2375077.000000 Penalty: 5014.163574
	Iteration 38Q: 3 clusters Score -2375077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2375075.750000 Penalty: 5014.163574
	Iteration 39Q: 3 clusters Score -2375076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2375076.750000 Penalty: 5014.163574
	Iteration 40F: 3 clusters Score -2375077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2375076.000000 Penalty: 5014.163574
	Iteration 41Q: 3 clusters Score -2375076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2375078.750000 Penalty: 5014.163574
	Iteration 42Q: 3 clusters Score -2375079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2375077.750000 Penalty: 5014.163574
	Iteration 43Q: 3 clusters Score -2375078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2375077.750000 Penalty: 5014.163574
	Iteration 44Q: 3 clusters Score -2375078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2375077.750000 Penalty: 5014.163574
	Iteration 45F: 3 clusters Score -2375078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 269448 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 141911 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 6803 members 
Mstep: Class 10 contains 140280 members 
Mstep: Class 11 contains 32400 members 
Mstep: Class 12 contains 387124 members 
Mstep: Class 13 contains 23363 members 
Mstep: Class 14 contains 41548 members 
Mstep: Class 15 contains 141142 members 
Mstep: Class 16 contains 86791 members 
Mstep: Class 17 contains 14893 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 17795 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 55281 members 
Mstep: Class 22 contains 8190 members 
Mstep: Class 23 contains 6861 members 
Mstep: Class 24 contains 11488 members 
Mstep: Class 25 contains 91155 members 
Mstep: Class 26 contains 17765 members 
Entering Unmasked Estep 
Score: -156970784.000000 Penalty: 92186.812500
Splitting cluster 9 changes total score from -156932800.000000 to -156970784.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (140280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140280 members 
Entering Unmasked Estep 
Score: -14279210.000000 Penalty: 2939.145996
	Iteration 0F: 2 clusters Score -1.427921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -14185291.000000 Penalty: 5878.291992
	Iteration 0F: 3 clusters Score -1.418529e+07 nChanged 67009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -14224196.000000 Penalty: 5878.291992
	Iteration 1F: 3 clusters Score -1.42242e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 70277 members 
Entering Unmasked Estep 
Score: -14225113.000000 Penalty: 5878.291992
	Iteration 2Q: 3 clusters Score -1.422511e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 70362 members 
Entering Unmasked Estep 
Score: -14226483.000000 Penalty: 5878.291992
	Iteration 3Q: 3 clusters Score -1.422648e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 70418 members 
Entering Unmasked Estep 
Score: -14228473.000000 Penalty: 5878.291992
	Iteration 4Q: 3 clusters Score -1.422847e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69676 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -14231325.000000 Penalty: 5878.291992
	Iteration 5Q: 3 clusters Score -1.423132e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -14234819.000000 Penalty: 5878.291992
	Iteration 6Q: 3 clusters Score -1.423482e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 71382 members 
Entering Unmasked Estep 
Score: -14239137.000000 Penalty: 5878.291992
	Iteration 7F: 3 clusters Score -1.423914e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68039 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -14244007.000000 Penalty: 5878.291992
	Iteration 8F: 3 clusters Score -1.424401e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -14248903.000000 Penalty: 5878.291992
	Iteration 9F: 3 clusters Score -1.42489e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -14253233.000000 Penalty: 5878.291992
	Iteration 10F: 3 clusters Score -1.425323e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62757 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -14257961.000000 Penalty: 5878.291992
	Iteration 11Q: 3 clusters Score -1.425796e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60551 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -14262557.000000 Penalty: 5878.291992
	Iteration 12Q: 3 clusters Score -1.426256e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -14265549.000000 Penalty: 5878.291992
	Iteration 13Q: 3 clusters Score -1.426555e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 84068 members 
Entering Unmasked Estep 
Score: -14267599.000000 Penalty: 5878.291992
	Iteration 14Q: 3 clusters Score -1.42676e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -14268761.000000 Penalty: 5878.291992
	Iteration 15Q: 3 clusters Score -1.426876e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
Score: -14269497.000000 Penalty: 5878.291992
	Iteration 16Q: 3 clusters Score -1.42695e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 89140 members 
Entering Unmasked Estep 
Score: -14270006.000000 Penalty: 5878.291992
	Iteration 17Q: 3 clusters Score -1.427001e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 90509 members 
Entering Unmasked Estep 
Score: -14270359.000000 Penalty: 5878.291992
	Iteration 18Q: 3 clusters Score -1.427036e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 91844 members 
Entering Unmasked Estep 
Score: -14270617.000000 Penalty: 5878.291992
	Iteration 19Q: 3 clusters Score -1.427062e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 93110 members 
Entering Unmasked Estep 
Score: -14270926.000000 Penalty: 5878.291992
	Iteration 20F: 3 clusters Score -1.427093e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 94267 members 
Entering Unmasked Estep 
Score: -14271145.000000 Penalty: 5878.291992
	Iteration 21Q: 3 clusters Score -1.427114e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 95384 members 
Entering Unmasked Estep 
Score: -14271324.000000 Penalty: 5878.291992
	Iteration 22Q: 3 clusters Score -1.427132e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 96428 members 
Entering Unmasked Estep 
Score: -14271502.000000 Penalty: 5878.291992
	Iteration 23Q: 3 clusters Score -1.42715e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -14271645.000000 Penalty: 5878.291992
	Iteration 24Q: 3 clusters Score -1.427164e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 98449 members 
Entering Unmasked Estep 
Score: -14271827.000000 Penalty: 5878.291992
	Iteration 25Q: 3 clusters Score -1.427183e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 99408 members 
Entering Unmasked Estep 
Score: -14271981.000000 Penalty: 5878.291992
	Iteration 26Q: 3 clusters Score -1.427198e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 100312 members 
Entering Unmasked Estep 
Score: -14272131.000000 Penalty: 5878.291992
	Iteration 27Q: 3 clusters Score -1.427213e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 101220 members 
Entering Unmasked Estep 
Score: -14272319.000000 Penalty: 5878.291992
	Iteration 28Q: 3 clusters Score -1.427232e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 102066 members 
Entering Unmasked Estep 
Score: -14272462.000000 Penalty: 5878.291992
	Iteration 29Q: 3 clusters Score -1.427246e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 102890 members 
Entering Unmasked Estep 
Score: -14272547.000000 Penalty: 5878.291992
	Iteration 30Q: 3 clusters Score -1.427255e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 103620 members 
Entering Unmasked Estep 
Score: -14272621.000000 Penalty: 5878.291992
	Iteration 31Q: 3 clusters Score -1.427262e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 104355 members 
Entering Unmasked Estep 
Score: -14272718.000000 Penalty: 5878.291992
	Iteration 32Q: 3 clusters Score -1.427272e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 105086 members 
Entering Unmasked Estep 
Score: -14272754.000000 Penalty: 5878.291992
	Iteration 33Q: 3 clusters Score -1.427275e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
Score: -14272852.000000 Penalty: 5878.291992
	Iteration 34Q: 3 clusters Score -1.427285e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 106443 members 
Entering Unmasked Estep 
Score: -14272962.000000 Penalty: 5878.291992
	Iteration 35Q: 3 clusters Score -1.427296e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 107056 members 
Entering Unmasked Estep 
Score: -14273052.000000 Penalty: 5878.291992
	Iteration 36Q: 3 clusters Score -1.427305e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 107627 members 
Entering Unmasked Estep 
Score: -14273093.000000 Penalty: 5878.291992
	Iteration 37Q: 3 clusters Score -1.427309e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 108167 members 
Entering Unmasked Estep 
Score: -14273137.000000 Penalty: 5878.291992
	Iteration 38Q: 3 clusters Score -1.427314e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 108691 members 
Entering Unmasked Estep 
Score: -14273186.000000 Penalty: 5878.291992
	Iteration 39Q: 3 clusters Score -1.427319e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 109214 members 
Entering Unmasked Estep 
Score: -14273218.000000 Penalty: 5878.291992
	Iteration 40F: 3 clusters Score -1.427322e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 109708 members 
Entering Unmasked Estep 
Score: -14273286.000000 Penalty: 5878.291992
	Iteration 41Q: 3 clusters Score -1.427329e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 110212 members 
Entering Unmasked Estep 
Score: -14273364.000000 Penalty: 5878.291992
	Iteration 42Q: 3 clusters Score -1.427336e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 110706 members 
Entering Unmasked Estep 
Score: -14273427.000000 Penalty: 5878.291992
	Iteration 43Q: 3 clusters Score -1.427343e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 111164 members 
Entering Unmasked Estep 
Score: -14273483.000000 Penalty: 5878.291992
	Iteration 44Q: 3 clusters Score -1.427348e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 111598 members 
Entering Unmasked Estep 
Score: -14273531.000000 Penalty: 5878.291992
	Iteration 45Q: 3 clusters Score -1.427353e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 112025 members 
Entering Unmasked Estep 
Score: -14273613.000000 Penalty: 5878.291992
	Iteration 46Q: 3 clusters Score -1.427361e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 112446 members 
Entering Unmasked Estep 
Score: -14273647.000000 Penalty: 5878.291992
	Iteration 47Q: 3 clusters Score -1.427365e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 112848 members 
Entering Unmasked Estep 
Score: -14273673.000000 Penalty: 5878.291992
	Iteration 48Q: 3 clusters Score -1.427367e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 113259 members 
Entering Unmasked Estep 
Score: -14273702.000000 Penalty: 5878.291992
	Iteration 49Q: 3 clusters Score -1.42737e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 113647 members 
Entering Unmasked Estep 
Score: -14273744.000000 Penalty: 5878.291992
	Iteration 50Q: 3 clusters Score -1.427374e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 114034 members 
Entering Unmasked Estep 
Score: -14273779.000000 Penalty: 5878.291992
	Iteration 51Q: 3 clusters Score -1.427378e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 114410 members 
Entering Unmasked Estep 
Score: -14273862.000000 Penalty: 5878.291992
	Iteration 52Q: 3 clusters Score -1.427386e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 114763 members 
Entering Unmasked Estep 
Score: -14273874.000000 Penalty: 5878.291992
	Iteration 53Q: 3 clusters Score -1.427387e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 115108 members 
Entering Unmasked Estep 
Score: -14273926.000000 Penalty: 5878.291992
	Iteration 54Q: 3 clusters Score -1.427393e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 115431 members 
Entering Unmasked Estep 
Score: -14273982.000000 Penalty: 5878.291992
	Iteration 55Q: 3 clusters Score -1.427398e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 115764 members 
Entering Unmasked Estep 
Score: -14273967.000000 Penalty: 5878.291992
	Iteration 56Q: 3 clusters Score -1.427397e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 116099 members 
Entering Unmasked Estep 
Score: -14273991.000000 Penalty: 5878.291992
	Iteration 57Q: 3 clusters Score -1.427399e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 116439 members 
Entering Unmasked Estep 
Score: -14274053.000000 Penalty: 5878.291992
	Iteration 58Q: 3 clusters Score -1.427405e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 116794 members 
Entering Unmasked Estep 
Score: -14274100.000000 Penalty: 5878.291992
	Iteration 59Q: 3 clusters Score -1.42741e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 117143 members 
Entering Unmasked Estep 
Score: -14274082.000000 Penalty: 5878.291992
	Iteration 60F: 3 clusters Score -1.427408e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 117478 members 
Entering Unmasked Estep 
Score: -14274109.000000 Penalty: 5878.291992
	Iteration 61Q: 3 clusters Score -1.427411e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 117797 members 
Entering Unmasked Estep 
Score: -14274133.000000 Penalty: 5878.291992
	Iteration 62Q: 3 clusters Score -1.427413e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 118093 members 
Entering Unmasked Estep 
Score: -14274149.000000 Penalty: 5878.291992
	Iteration 63Q: 3 clusters Score -1.427415e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 118385 members 
Entering Unmasked Estep 
Score: -14274162.000000 Penalty: 5878.291992
	Iteration 64Q: 3 clusters Score -1.427416e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 118672 members 
Entering Unmasked Estep 
Score: -14274184.000000 Penalty: 5878.291992
	Iteration 65Q: 3 clusters Score -1.427418e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 118960 members 
Entering Unmasked Estep 
Score: -14274152.000000 Penalty: 5878.291992
	Iteration 66Q: 3 clusters Score -1.427415e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 119227 members 
Entering Unmasked Estep 
Score: -14274196.000000 Penalty: 5878.291992
	Iteration 67Q: 3 clusters Score -1.42742e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 119483 members 
Entering Unmasked Estep 
Score: -14274218.000000 Penalty: 5878.291992
	Iteration 68Q: 3 clusters Score -1.427422e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 119723 members 
Entering Unmasked Estep 
Score: -14274237.000000 Penalty: 5878.291992
	Iteration 69Q: 3 clusters Score -1.427424e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 119978 members 
Entering Unmasked Estep 
Score: -14274248.000000 Penalty: 5878.291992
	Iteration 70Q: 3 clusters Score -1.427425e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 120265 members 
Entering Unmasked Estep 
Score: -14274281.000000 Penalty: 5878.291992
	Iteration 71Q: 3 clusters Score -1.427428e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 120542 members 
Entering Unmasked Estep 
Score: -14274287.000000 Penalty: 5878.291992
	Iteration 72Q: 3 clusters Score -1.427429e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 120823 members 
Entering Unmasked Estep 
Score: -14274302.000000 Penalty: 5878.291992
	Iteration 73Q: 3 clusters Score -1.42743e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 121104 members 
Entering Unmasked Estep 
Score: -14274313.000000 Penalty: 5878.291992
	Iteration 74Q: 3 clusters Score -1.427431e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 121369 members 
Entering Unmasked Estep 
Score: -14274300.000000 Penalty: 5878.291992
	Iteration 75Q: 3 clusters Score -1.42743e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 121627 members 
Entering Unmasked Estep 
Score: -14274341.000000 Penalty: 5878.291992
	Iteration 76Q: 3 clusters Score -1.427434e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 121894 members 
Entering Unmasked Estep 
Score: -14274346.000000 Penalty: 5878.291992
	Iteration 77Q: 3 clusters Score -1.427435e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 122154 members 
Entering Unmasked Estep 
Score: -14274407.000000 Penalty: 5878.291992
	Iteration 78Q: 3 clusters Score -1.427441e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 122419 members 
Entering Unmasked Estep 
Score: -14274431.000000 Penalty: 5878.291992
	Iteration 79Q: 3 clusters Score -1.427443e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 122683 members 
Entering Unmasked Estep 
Score: -14274472.000000 Penalty: 5878.291992
	Iteration 80F: 3 clusters Score -1.427447e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 122964 members 
Entering Unmasked Estep 
Score: -14274501.000000 Penalty: 5878.291992
	Iteration 81Q: 3 clusters Score -1.42745e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 123243 members 
Entering Unmasked Estep 
Score: -14274551.000000 Penalty: 5878.291992
	Iteration 82Q: 3 clusters Score -1.427455e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 123548 members 
Entering Unmasked Estep 
Score: -14274569.000000 Penalty: 5878.291992
	Iteration 83Q: 3 clusters Score -1.427457e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 123829 members 
Entering Unmasked Estep 
Score: -14274596.000000 Penalty: 5878.291992
	Iteration 84Q: 3 clusters Score -1.42746e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 124115 members 
Entering Unmasked Estep 
Score: -14274601.000000 Penalty: 5878.291992
	Iteration 85Q: 3 clusters Score -1.42746e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 124394 members 
Entering Unmasked Estep 
Score: -14274654.000000 Penalty: 5878.291992
	Iteration 86Q: 3 clusters Score -1.427465e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 124697 members 
Entering Unmasked Estep 
Score: -14274687.000000 Penalty: 5878.291992
	Iteration 87Q: 3 clusters Score -1.427469e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 125000 members 
Entering Unmasked Estep 
Score: -14274707.000000 Penalty: 5878.291992
	Iteration 88Q: 3 clusters Score -1.427471e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 125320 members 
Entering Unmasked Estep 
Score: -14274711.000000 Penalty: 5878.291992
	Iteration 89Q: 3 clusters Score -1.427471e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 125646 members 
Entering Unmasked Estep 
Score: -14274748.000000 Penalty: 5878.291992
	Iteration 90Q: 3 clusters Score -1.427475e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 125982 members 
Entering Unmasked Estep 
Score: -14274770.000000 Penalty: 5878.291992
	Iteration 91Q: 3 clusters Score -1.427477e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 126308 members 
Entering Unmasked Estep 
Score: -14274811.000000 Penalty: 5878.291992
	Iteration 92Q: 3 clusters Score -1.427481e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 126654 members 
Entering Unmasked Estep 
Score: -14274837.000000 Penalty: 5878.291992
	Iteration 93Q: 3 clusters Score -1.427484e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 126985 members 
Entering Unmasked Estep 
Score: -14274879.000000 Penalty: 5878.291992
	Iteration 94Q: 3 clusters Score -1.427488e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 127304 members 
Entering Unmasked Estep 
Score: -14274906.000000 Penalty: 5878.291992
	Iteration 95Q: 3 clusters Score -1.427491e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 127629 members 
Entering Unmasked Estep 
Score: -14274985.000000 Penalty: 5878.291992
	Iteration 96Q: 3 clusters Score -1.427498e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 127938 members 
Entering Unmasked Estep 
Score: -14275032.000000 Penalty: 5878.291992
	Iteration 97Q: 3 clusters Score -1.427503e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 128249 members 
Entering Unmasked Estep 
Score: -14275036.000000 Penalty: 5878.291992
	Iteration 98Q: 3 clusters Score -1.427504e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 128533 members 
Entering Unmasked Estep 
Score: -14275100.000000 Penalty: 5878.291992
	Iteration 99Q: 3 clusters Score -1.42751e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 128819 members 
Entering Unmasked Estep 
Score: -14275116.000000 Penalty: 5878.291992
	Iteration 100F: 3 clusters Score -1.427512e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 129083 members 
Entering Unmasked Estep 
Score: -14275166.000000 Penalty: 5878.291992
	Iteration 101Q: 3 clusters Score -1.427517e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 129364 members 
Entering Unmasked Estep 
Score: -14275212.000000 Penalty: 5878.291992
	Iteration 102Q: 3 clusters Score -1.427521e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 129613 members 
Entering Unmasked Estep 
Score: -14275222.000000 Penalty: 5878.291992
	Iteration 103Q: 3 clusters Score -1.427522e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 129892 members 
Entering Unmasked Estep 
Score: -14275265.000000 Penalty: 5878.291992
	Iteration 104Q: 3 clusters Score -1.427526e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 130181 members 
Entering Unmasked Estep 
Score: -14275272.000000 Penalty: 5878.291992
	Iteration 105Q: 3 clusters Score -1.427527e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 130455 members 
Entering Unmasked Estep 
Score: -14275354.000000 Penalty: 5878.291992
	Iteration 106Q: 3 clusters Score -1.427535e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 130729 members 
Entering Unmasked Estep 
Score: -14275383.000000 Penalty: 5878.291992
	Iteration 107Q: 3 clusters Score -1.427538e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 130995 members 
Entering Unmasked Estep 
Score: -14275446.000000 Penalty: 5878.291992
	Iteration 108Q: 3 clusters Score -1.427545e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 131262 members 
Entering Unmasked Estep 
Score: -14275503.000000 Penalty: 5878.291992
	Iteration 109Q: 3 clusters Score -1.42755e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 131526 members 
Entering Unmasked Estep 
Score: -14275517.000000 Penalty: 5878.291992
	Iteration 110Q: 3 clusters Score -1.427552e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 131789 members 
Entering Unmasked Estep 
Score: -14275584.000000 Penalty: 5878.291992
	Iteration 111Q: 3 clusters Score -1.427558e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 132070 members 
Entering Unmasked Estep 
Score: -14275649.000000 Penalty: 5878.291992
	Iteration 112Q: 3 clusters Score -1.427565e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 132360 members 
Entering Unmasked Estep 
Score: -14275719.000000 Penalty: 5878.291992
	Iteration 113Q: 3 clusters Score -1.427572e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 132661 members 
Entering Unmasked Estep 
Score: -14275758.000000 Penalty: 5878.291992
	Iteration 114Q: 3 clusters Score -1.427576e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 132961 members 
Entering Unmasked Estep 
Score: -14275831.000000 Penalty: 5878.291992
	Iteration 115Q: 3 clusters Score -1.427583e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 133282 members 
Entering Unmasked Estep 
Score: -14275896.000000 Penalty: 5878.291992
	Iteration 116Q: 3 clusters Score -1.42759e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 133568 members 
Entering Unmasked Estep 
Score: -14275928.000000 Penalty: 5878.291992
	Iteration 117Q: 3 clusters Score -1.427593e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 133870 members 
Entering Unmasked Estep 
Score: -14276009.000000 Penalty: 5878.291992
	Iteration 118Q: 3 clusters Score -1.427601e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 134151 members 
Entering Unmasked Estep 
Score: -14276165.000000 Penalty: 5878.291992
	Iteration 119Q: 3 clusters Score -1.427616e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 134432 members 
Entering Unmasked Estep 
Score: -14276193.000000 Penalty: 5878.291992
	Iteration 120F: 3 clusters Score -1.427619e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 134692 members 
Entering Unmasked Estep 
Score: -14276246.000000 Penalty: 5878.291992
	Iteration 121Q: 3 clusters Score -1.427625e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 134929 members 
Entering Unmasked Estep 
Score: -14276298.000000 Penalty: 5878.291992
	Iteration 122Q: 3 clusters Score -1.42763e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 135165 members 
Entering Unmasked Estep 
Score: -14276338.000000 Penalty: 5878.291992
	Iteration 123Q: 3 clusters Score -1.427634e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 135356 members 
Entering Unmasked Estep 
Score: -14276379.000000 Penalty: 5878.291992
	Iteration 124Q: 3 clusters Score -1.427638e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 135545 members 
Entering Unmasked Estep 
Score: -14276432.000000 Penalty: 5878.291992
	Iteration 125Q: 3 clusters Score -1.427643e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 135714 members 
Entering Unmasked Estep 
Score: -14276491.000000 Penalty: 5878.291992
	Iteration 126Q: 3 clusters Score -1.427649e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 135866 members 
Entering Unmasked Estep 
Score: -14276530.000000 Penalty: 5878.291992
	Iteration 127Q: 3 clusters Score -1.427653e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 136014 members 
Entering Unmasked Estep 
Score: -14276557.000000 Penalty: 5878.291992
	Iteration 128Q: 3 clusters Score -1.427656e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 136149 members 
Entering Unmasked Estep 
Score: -14276580.000000 Penalty: 5878.291992
	Iteration 129Q: 3 clusters Score -1.427658e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 136288 members 
Entering Unmasked Estep 
Score: -14276614.000000 Penalty: 5878.291992
	Iteration 130Q: 3 clusters Score -1.427661e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 136430 members 
Entering Unmasked Estep 
Score: -14276640.000000 Penalty: 5878.291992
	Iteration 131Q: 3 clusters Score -1.427664e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 136557 members 
Entering Unmasked Estep 
Score: -14276670.000000 Penalty: 5878.291992
	Iteration 132Q: 3 clusters Score -1.427667e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 136669 members 
Entering Unmasked Estep 
Score: -14276695.000000 Penalty: 5878.291992
	Iteration 133Q: 3 clusters Score -1.42767e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 136771 members 
Entering Unmasked Estep 
Score: -14276709.000000 Penalty: 5878.291992
	Iteration 134Q: 3 clusters Score -1.427671e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 136874 members 
Entering Unmasked Estep 
Score: -14276704.000000 Penalty: 5878.291992
	Iteration 135Q: 3 clusters Score -1.42767e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 136957 members 
Entering Unmasked Estep 
Score: -14276743.000000 Penalty: 5878.291992
	Iteration 136Q: 3 clusters Score -1.427674e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 137027 members 
Entering Unmasked Estep 
Score: -14276763.000000 Penalty: 5878.291992
	Iteration 137Q: 3 clusters Score -1.427676e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 137083 members 
Entering Unmasked Estep 
Score: -14276753.000000 Penalty: 5878.291992
	Iteration 138Q: 3 clusters Score -1.427675e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 137135 members 
Entering Unmasked Estep 
Score: -14276762.000000 Penalty: 5878.291992
	Iteration 139Q: 3 clusters Score -1.427676e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 137174 members 
Entering Unmasked Estep 
Score: -14276784.000000 Penalty: 5878.291992
	Iteration 140F: 3 clusters Score -1.427678e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 137214 members 
Entering Unmasked Estep 
Score: -14276770.000000 Penalty: 5878.291992
	Iteration 141Q: 3 clusters Score -1.427677e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 137248 members 
Entering Unmasked Estep 
Score: -14276754.000000 Penalty: 5878.291992
	Iteration 142Q: 3 clusters Score -1.427675e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 137289 members 
Entering Unmasked Estep 
Score: -14276759.000000 Penalty: 5878.291992
	Iteration 143Q: 3 clusters Score -1.427676e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 137327 members 
Entering Unmasked Estep 
Score: -14276753.000000 Penalty: 5878.291992
	Iteration 144Q: 3 clusters Score -1.427675e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 137350 members 
Entering Unmasked Estep 
Score: -14276778.000000 Penalty: 5878.291992
	Iteration 145Q: 3 clusters Score -1.427678e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 137369 members 
Entering Unmasked Estep 
Score: -14276776.000000 Penalty: 5878.291992
	Iteration 146Q: 3 clusters Score -1.427678e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 137389 members 
Entering Unmasked Estep 
Score: -14276766.000000 Penalty: 5878.291992
	Iteration 147Q: 3 clusters Score -1.427677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 137415 members 
Entering Unmasked Estep 
Score: -14276791.000000 Penalty: 5878.291992
	Iteration 148Q: 3 clusters Score -1.427679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 137437 members 
Entering Unmasked Estep 
Score: -14276799.000000 Penalty: 5878.291992
	Iteration 149Q: 3 clusters Score -1.42768e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 137463 members 
Entering Unmasked Estep 
Score: -14276810.000000 Penalty: 5878.291992
	Iteration 150Q: 3 clusters Score -1.427681e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 137493 members 
Entering Unmasked Estep 
Score: -14276810.000000 Penalty: 5878.291992
	Iteration 151Q: 3 clusters Score -1.427681e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 137515 members 
Entering Unmasked Estep 
Score: -14276822.000000 Penalty: 5878.291992
	Iteration 152Q: 3 clusters Score -1.427682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 137537 members 
Entering Unmasked Estep 
Score: -14276821.000000 Penalty: 5878.291992
	Iteration 153Q: 3 clusters Score -1.427682e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 137554 members 
Entering Unmasked Estep 
Score: -14276842.000000 Penalty: 5878.291992
	Iteration 154Q: 3 clusters Score -1.427684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 137570 members 
Entering Unmasked Estep 
Score: -14276833.000000 Penalty: 5878.291992
	Iteration 155Q: 3 clusters Score -1.427683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 137582 members 
Entering Unmasked Estep 
Score: -14276834.000000 Penalty: 5878.291992
	Iteration 156Q: 3 clusters Score -1.427683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 137599 members 
Entering Unmasked Estep 
Score: -14276832.000000 Penalty: 5878.291992
	Iteration 157Q: 3 clusters Score -1.427683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 137614 members 
Entering Unmasked Estep 
Score: -14276854.000000 Penalty: 5878.291992
	Iteration 158Q: 3 clusters Score -1.427685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 137624 members 
Entering Unmasked Estep 
Score: -14276859.000000 Penalty: 5878.291992
	Iteration 159Q: 3 clusters Score -1.427686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 137634 members 
Entering Unmasked Estep 
Score: -14276852.000000 Penalty: 5878.291992
	Iteration 160F: 3 clusters Score -1.427685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 137647 members 
Entering Unmasked Estep 
Score: -14276865.000000 Penalty: 5878.291992
	Iteration 161Q: 3 clusters Score -1.427686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 137658 members 
Entering Unmasked Estep 
Score: -14276849.000000 Penalty: 5878.291992
	Iteration 162Q: 3 clusters Score -1.427685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 137669 members 
Entering Unmasked Estep 
Score: -14276842.000000 Penalty: 5878.291992
	Iteration 163Q: 3 clusters Score -1.427684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 137677 members 
Entering Unmasked Estep 
Score: -14276849.000000 Penalty: 5878.291992
	Iteration 164Q: 3 clusters Score -1.427685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 137688 members 
Entering Unmasked Estep 
Score: -14276843.000000 Penalty: 5878.291992
	Iteration 165Q: 3 clusters Score -1.427684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 137696 members 
Entering Unmasked Estep 
Score: -14276843.000000 Penalty: 5878.291992
	Iteration 166Q: 3 clusters Score -1.427684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 137704 members 
Entering Unmasked Estep 
Score: -14276842.000000 Penalty: 5878.291992
	Iteration 167Q: 3 clusters Score -1.427684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 137714 members 
Entering Unmasked Estep 
Score: -14276837.000000 Penalty: 5878.291992
	Iteration 168Q: 3 clusters Score -1.427684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 137722 members 
Entering Unmasked Estep 
Score: -14276842.000000 Penalty: 5878.291992
	Iteration 169Q: 3 clusters Score -1.427684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 137726 members 
Entering Unmasked Estep 
Score: -14276840.000000 Penalty: 5878.291992
	Iteration 170Q: 3 clusters Score -1.427684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 137729 members 
Entering Unmasked Estep 
Score: -14276843.000000 Penalty: 5878.291992
	Iteration 171Q: 3 clusters Score -1.427684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 137734 members 
Entering Unmasked Estep 
Score: -14276836.000000 Penalty: 5878.291992
	Iteration 172Q: 3 clusters Score -1.427684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 137736 members 
Entering Unmasked Estep 
Score: -14276837.000000 Penalty: 5878.291992
	Iteration 173Q: 3 clusters Score -1.427684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 137739 members 
Entering Unmasked Estep 
Score: -14276824.000000 Penalty: 5878.291992
	Iteration 174Q: 3 clusters Score -1.427682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 137743 members 
Entering Unmasked Estep 
Score: -14276823.000000 Penalty: 5878.291992
	Iteration 175Q: 3 clusters Score -1.427682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 137749 members 
Entering Unmasked Estep 
Score: -14276815.000000 Penalty: 5878.291992
	Iteration 176Q: 3 clusters Score -1.427682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 137750 members 
Entering Unmasked Estep 
Score: -14276825.000000 Penalty: 5878.291992
	Iteration 177Q: 3 clusters Score -1.427682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 137750 members 
Entering Unmasked Estep 
Score: -14276826.000000 Penalty: 5878.291992
	Iteration 178Q: 3 clusters Score -1.427683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 137752 members 
Entering Unmasked Estep 
Score: -14276822.000000 Penalty: 5878.291992
	Iteration 179Q: 3 clusters Score -1.427682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 137753 members 
Entering Unmasked Estep 
Score: -14276823.000000 Penalty: 5878.291992
	Iteration 180F: 3 clusters Score -1.427682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 137754 members 
Entering Unmasked Estep 
Score: -14276825.000000 Penalty: 5878.291992
	Iteration 181Q: 3 clusters Score -1.427682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 137755 members 
Entering Unmasked Estep 
Score: -14276824.000000 Penalty: 5878.291992
	Iteration 182Q: 3 clusters Score -1.427682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 137755 members 
Entering Unmasked Estep 
Score: -14276824.000000 Penalty: 5878.291992
	Iteration 183F: 3 clusters Score -1.427682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (387124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387124 members 
Entering Unmasked Estep 
Score: -38656504.000000 Penalty: 3190.892090
	Iteration 0F: 2 clusters Score -3.86565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193684 members 
Mstep: Class 2 contains 193440 members 
Entering Unmasked Estep 
Score: -38433240.000000 Penalty: 6381.784180
	Iteration 0F: 3 clusters Score -3.843324e+07 nChanged 188290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200196 members 
Mstep: Class 2 contains 186928 members 
Entering Unmasked Estep 
Score: -38546504.000000 Penalty: 6381.784180
	Iteration 1F: 3 clusters Score -3.85465e+07 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203863 members 
Mstep: Class 2 contains 183261 members 
Entering Unmasked Estep 
Score: -38548588.000000 Penalty: 6381.784180
	Iteration 2Q: 3 clusters Score -3.854859e+07 nChanged 13557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209140 members 
Mstep: Class 2 contains 177984 members 
Entering Unmasked Estep 
Score: -38552088.000000 Penalty: 6381.784180
	Iteration 3Q: 3 clusters Score -3.855209e+07 nChanged 16440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216678 members 
Mstep: Class 2 contains 170446 members 
Entering Unmasked Estep 
Score: -38557296.000000 Penalty: 6381.784180
	Iteration 4Q: 3 clusters Score -3.85573e+07 nChanged 19436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226270 members 
Mstep: Class 2 contains 160854 members 
Entering Unmasked Estep 
Score: -38564336.000000 Penalty: 6381.784180
	Iteration 5F: 3 clusters Score -3.856434e+07 nChanged 21946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237782 members 
Mstep: Class 2 contains 149342 members 
Entering Unmasked Estep 
Score: -38573008.000000 Penalty: 6381.784180
	Iteration 6F: 3 clusters Score -3.857301e+07 nChanged 23071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249737 members 
Mstep: Class 2 contains 137387 members 
Entering Unmasked Estep 
Score: -38583192.000000 Penalty: 6381.784180
	Iteration 7F: 3 clusters Score -3.858319e+07 nChanged 22495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260798 members 
Mstep: Class 2 contains 126326 members 
Entering Unmasked Estep 
Score: -38594016.000000 Penalty: 6381.784180
	Iteration 8F: 3 clusters Score -3.859402e+07 nChanged 20594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269494 members 
Mstep: Class 2 contains 117630 members 
Entering Unmasked Estep 
Score: -38604548.000000 Penalty: 6381.784180
	Iteration 9F: 3 clusters Score -3.860455e+07 nChanged 18657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274567 members 
Mstep: Class 2 contains 112557 members 
Entering Unmasked Estep 
Score: -38614692.000000 Penalty: 6381.784180
	Iteration 10Q: 3 clusters Score -3.861469e+07 nChanged 16368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276009 members 
Mstep: Class 2 contains 111115 members 
Entering Unmasked Estep 
Score: -38622480.000000 Penalty: 6381.784180
	Iteration 11Q: 3 clusters Score -3.862248e+07 nChanged 13066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275073 members 
Mstep: Class 2 contains 112051 members 
Entering Unmasked Estep 
Score: -38626236.000000 Penalty: 6381.784180
	Iteration 12Q: 3 clusters Score -3.862624e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273610 members 
Mstep: Class 2 contains 113514 members 
Entering Unmasked Estep 
Score: -38627172.000000 Penalty: 6381.784180
	Iteration 13Q: 3 clusters Score -3.862717e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272135 members 
Mstep: Class 2 contains 114989 members 
Entering Unmasked Estep 
Score: -38627276.000000 Penalty: 6381.784180
	Iteration 14Q: 3 clusters Score -3.862728e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270605 members 
Mstep: Class 2 contains 116519 members 
Entering Unmasked Estep 
Score: -38627196.000000 Penalty: 6381.784180
	Iteration 15Q: 3 clusters Score -3.86272e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268890 members 
Mstep: Class 2 contains 118234 members 
Entering Unmasked Estep 
Score: -38627068.000000 Penalty: 6381.784180
	Iteration 16Q: 3 clusters Score -3.862707e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266979 members 
Mstep: Class 2 contains 120145 members 
Entering Unmasked Estep 
Score: -38626872.000000 Penalty: 6381.784180
	Iteration 17Q: 3 clusters Score -3.862687e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264891 members 
Mstep: Class 2 contains 122233 members 
Entering Unmasked Estep 
Score: -38626656.000000 Penalty: 6381.784180
	Iteration 18Q: 3 clusters Score -3.862666e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262607 members 
Mstep: Class 2 contains 124517 members 
Entering Unmasked Estep 
Score: -38626272.000000 Penalty: 6381.784180
	Iteration 19Q: 3 clusters Score -3.862627e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260196 members 
Mstep: Class 2 contains 126928 members 
Entering Unmasked Estep 
Score: -38626068.000000 Penalty: 6381.784180
	Iteration 20F: 3 clusters Score -3.862607e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257570 members 
Mstep: Class 2 contains 129554 members 
Entering Unmasked Estep 
Score: -38625700.000000 Penalty: 6381.784180
	Iteration 21Q: 3 clusters Score -3.86257e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254804 members 
Mstep: Class 2 contains 132320 members 
Entering Unmasked Estep 
Score: -38625548.000000 Penalty: 6381.784180
	Iteration 22Q: 3 clusters Score -3.862555e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251815 members 
Mstep: Class 2 contains 135309 members 
Entering Unmasked Estep 
Score: -38625352.000000 Penalty: 6381.784180
	Iteration 23Q: 3 clusters Score -3.862535e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248646 members 
Mstep: Class 2 contains 138478 members 
Entering Unmasked Estep 
Score: -38625096.000000 Penalty: 6381.784180
	Iteration 24Q: 3 clusters Score -3.86251e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245228 members 
Mstep: Class 2 contains 141896 members 
Entering Unmasked Estep 
Score: -38624924.000000 Penalty: 6381.784180
	Iteration 25Q: 3 clusters Score -3.862492e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241546 members 
Mstep: Class 2 contains 145578 members 
Entering Unmasked Estep 
Score: -38624708.000000 Penalty: 6381.784180
	Iteration 26Q: 3 clusters Score -3.862471e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237493 members 
Mstep: Class 2 contains 149631 members 
Entering Unmasked Estep 
Score: -38624444.000000 Penalty: 6381.784180
	Iteration 27Q: 3 clusters Score -3.862444e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233110 members 
Mstep: Class 2 contains 154014 members 
Entering Unmasked Estep 
Score: -38624520.000000 Penalty: 6381.784180
	Iteration 28Q: 3 clusters Score -3.862452e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228522 members 
Mstep: Class 2 contains 158602 members 
Entering Unmasked Estep 
Score: -38624788.000000 Penalty: 6381.784180
	Iteration 29Q: 3 clusters Score -3.862479e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223762 members 
Mstep: Class 2 contains 163362 members 
Entering Unmasked Estep 
Score: -38625256.000000 Penalty: 6381.784180
	Iteration 30Q: 3 clusters Score -3.862526e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218192 members 
Mstep: Class 2 contains 168932 members 
Entering Unmasked Estep 
Score: -38625468.000000 Penalty: 6381.784180
	Iteration 31Q: 3 clusters Score -3.862547e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211992 members 
Mstep: Class 2 contains 175132 members 
Entering Unmasked Estep 
Score: -38625608.000000 Penalty: 6381.784180
	Iteration 32Q: 3 clusters Score -3.862561e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205020 members 
Mstep: Class 2 contains 182104 members 
Entering Unmasked Estep 
Score: -38625888.000000 Penalty: 6381.784180
	Iteration 33Q: 3 clusters Score -3.862589e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197547 members 
Mstep: Class 2 contains 189577 members 
Entering Unmasked Estep 
Score: -38626400.000000 Penalty: 6381.784180
	Iteration 34Q: 3 clusters Score -3.86264e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189861 members 
Mstep: Class 2 contains 197263 members 
Entering Unmasked Estep 
Score: -38626868.000000 Penalty: 6381.784180
	Iteration 35Q: 3 clusters Score -3.862687e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182067 members 
Mstep: Class 2 contains 205057 members 
Entering Unmasked Estep 
Score: -38627544.000000 Penalty: 6381.784180
	Iteration 36Q: 3 clusters Score -3.862754e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174422 members 
Mstep: Class 2 contains 212702 members 
Entering Unmasked Estep 
Score: -38627912.000000 Penalty: 6381.784180
	Iteration 37Q: 3 clusters Score -3.862791e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167419 members 
Mstep: Class 2 contains 219705 members 
Entering Unmasked Estep 
Score: -38628320.000000 Penalty: 6381.784180
	Iteration 38Q: 3 clusters Score -3.862832e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161035 members 
Mstep: Class 2 contains 226089 members 
Entering Unmasked Estep 
Score: -38628848.000000 Penalty: 6381.784180
	Iteration 39Q: 3 clusters Score -3.862885e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155672 members 
Mstep: Class 2 contains 231452 members 
Entering Unmasked Estep 
Score: -38629440.000000 Penalty: 6381.784180
	Iteration 40F: 3 clusters Score -3.862944e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150275 members 
Mstep: Class 2 contains 236849 members 
Entering Unmasked Estep 
Score: -38630072.000000 Penalty: 6381.784180
	Iteration 41Q: 3 clusters Score -3.863007e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144777 members 
Mstep: Class 2 contains 242347 members 
Entering Unmasked Estep 
Score: -38630732.000000 Penalty: 6381.784180
	Iteration 42Q: 3 clusters Score -3.863073e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139443 members 
Mstep: Class 2 contains 247681 members 
Entering Unmasked Estep 
Score: -38631512.000000 Penalty: 6381.784180
	Iteration 43Q: 3 clusters Score -3.863151e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134151 members 
Mstep: Class 2 contains 252973 members 
Entering Unmasked Estep 
Score: -38632040.000000 Penalty: 6381.784180
	Iteration 44Q: 3 clusters Score -3.863204e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128841 members 
Mstep: Class 2 contains 258283 members 
Entering Unmasked Estep 
Score: -38632696.000000 Penalty: 6381.784180
	Iteration 45Q: 3 clusters Score -3.86327e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123475 members 
Mstep: Class 2 contains 263649 members 
Entering Unmasked Estep 
Score: -38633568.000000 Penalty: 6381.784180
	Iteration 46Q: 3 clusters Score -3.863357e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118187 members 
Mstep: Class 2 contains 268937 members 
Entering Unmasked Estep 
Score: -38634624.000000 Penalty: 6381.784180
	Iteration 47Q: 3 clusters Score -3.863462e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 274181 members 
Entering Unmasked Estep 
Score: -38635532.000000 Penalty: 6381.784180
	Iteration 48Q: 3 clusters Score -3.863553e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 279344 members 
Entering Unmasked Estep 
Score: -38636564.000000 Penalty: 6381.784180
	Iteration 49Q: 3 clusters Score -3.863656e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102686 members 
Mstep: Class 2 contains 284438 members 
Entering Unmasked Estep 
Score: -38637584.000000 Penalty: 6381.784180
	Iteration 50Q: 3 clusters Score -3.863758e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 289579 members 
Entering Unmasked Estep 
Score: -38638908.000000 Penalty: 6381.784180
	Iteration 51Q: 3 clusters Score -3.863891e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92438 members 
Mstep: Class 2 contains 294686 members 
Entering Unmasked Estep 
Score: -38640224.000000 Penalty: 6381.784180
	Iteration 52Q: 3 clusters Score -3.864022e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 299648 members 
Entering Unmasked Estep 
Score: -38641168.000000 Penalty: 6381.784180
	Iteration 53Q: 3 clusters Score -3.864117e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 304689 members 
Entering Unmasked Estep 
Score: -38642332.000000 Penalty: 6381.784180
	Iteration 54Q: 3 clusters Score -3.864233e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77244 members 
Mstep: Class 2 contains 309880 members 
Entering Unmasked Estep 
Score: -38643552.000000 Penalty: 6381.784180
	Iteration 55Q: 3 clusters Score -3.864355e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 315018 members 
Entering Unmasked Estep 
Score: -38645112.000000 Penalty: 6381.784180
	Iteration 56Q: 3 clusters Score -3.864511e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 320196 members 
Entering Unmasked Estep 
Score: -38647708.000000 Penalty: 6381.784180
	Iteration 57Q: 3 clusters Score -3.864771e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 325304 members 
Entering Unmasked Estep 
Score: -38650064.000000 Penalty: 6381.784180
	Iteration 58Q: 3 clusters Score -3.865006e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 329628 members 
Entering Unmasked Estep 
Score: -38651520.000000 Penalty: 6381.784180
	Iteration 59Q: 3 clusters Score -3.865152e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 333372 members 
Entering Unmasked Estep 
Score: -38652560.000000 Penalty: 6381.784180
	Iteration 60F: 3 clusters Score -3.865256e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 336761 members 
Entering Unmasked Estep 
Score: -38653004.000000 Penalty: 6381.784180
	Iteration 61Q: 3 clusters Score -3.8653e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 339693 members 
Entering Unmasked Estep 
Score: -38653564.000000 Penalty: 6381.784180
	Iteration 62Q: 3 clusters Score -3.865356e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 342355 members 
Entering Unmasked Estep 
Score: -38654168.000000 Penalty: 6381.784180
	Iteration 63Q: 3 clusters Score -3.865417e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 344827 members 
Entering Unmasked Estep 
Score: -38654648.000000 Penalty: 6381.784180
	Iteration 64Q: 3 clusters Score -3.865465e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 347135 members 
Entering Unmasked Estep 
Score: -38655040.000000 Penalty: 6381.784180
	Iteration 65Q: 3 clusters Score -3.865504e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 349339 members 
Entering Unmasked Estep 
Score: -38655740.000000 Penalty: 6381.784180
	Iteration 66Q: 3 clusters Score -3.865574e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 351346 members 
Entering Unmasked Estep 
Score: -38656284.000000 Penalty: 6381.784180
	Iteration 67Q: 3 clusters Score -3.865628e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 353230 members 
Entering Unmasked Estep 
Score: -38656992.000000 Penalty: 6381.784180
	Iteration 68Q: 3 clusters Score -3.865699e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 354905 members 
Entering Unmasked Estep 
Score: -38657872.000000 Penalty: 6381.784180
	Iteration 69Q: 3 clusters Score -3.865787e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 356436 members 
Entering Unmasked Estep 
Score: -38658824.000000 Penalty: 6381.784180
	Iteration 70Q: 3 clusters Score -3.865882e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 357755 members 
Entering Unmasked Estep 
Score: -38659732.000000 Penalty: 6381.784180
	Iteration 71Q: 3 clusters Score -3.865973e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 358691 members 
Entering Unmasked Estep 
Score: -38660728.000000 Penalty: 6381.784180
	Iteration 72Q: 3 clusters Score -3.866073e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 359350 members 
Entering Unmasked Estep 
Score: -38661548.000000 Penalty: 6381.784180
	Iteration 73Q: 3 clusters Score -3.866155e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 359725 members 
Entering Unmasked Estep 
Score: -38662132.000000 Penalty: 6381.784180
	Iteration 74Q: 3 clusters Score -3.866213e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 359975 members 
Entering Unmasked Estep 
Score: -38662520.000000 Penalty: 6381.784180
	Iteration 75Q: 3 clusters Score -3.866252e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 360096 members 
Entering Unmasked Estep 
Score: -38663008.000000 Penalty: 6381.784180
	Iteration 76Q: 3 clusters Score -3.866301e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 360173 members 
Entering Unmasked Estep 
Score: -38663304.000000 Penalty: 6381.784180
	Iteration 77Q: 3 clusters Score -3.86633e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 360226 members 
Entering Unmasked Estep 
Score: -38663456.000000 Penalty: 6381.784180
	Iteration 78Q: 3 clusters Score -3.866346e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 360288 members 
Entering Unmasked Estep 
Score: -38663528.000000 Penalty: 6381.784180
	Iteration 79Q: 3 clusters Score -3.866353e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 360312 members 
Entering Unmasked Estep 
Score: -38663600.000000 Penalty: 6381.784180
	Iteration 80F: 3 clusters Score -3.86636e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 360360 members 
Entering Unmasked Estep 
Score: -38663732.000000 Penalty: 6381.784180
	Iteration 81Q: 3 clusters Score -3.866373e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 360391 members 
Entering Unmasked Estep 
Score: -38663852.000000 Penalty: 6381.784180
	Iteration 82Q: 3 clusters Score -3.866385e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 360411 members 
Entering Unmasked Estep 
Score: -38663904.000000 Penalty: 6381.784180
	Iteration 83Q: 3 clusters Score -3.86639e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 360399 members 
Entering Unmasked Estep 
Score: -38663968.000000 Penalty: 6381.784180
	Iteration 84Q: 3 clusters Score -3.866397e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 360388 members 
Entering Unmasked Estep 
Score: -38664048.000000 Penalty: 6381.784180
	Iteration 85Q: 3 clusters Score -3.866405e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 360383 members 
Entering Unmasked Estep 
Score: -38664112.000000 Penalty: 6381.784180
	Iteration 86Q: 3 clusters Score -3.866411e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 360381 members 
Entering Unmasked Estep 
Score: -38664272.000000 Penalty: 6381.784180
	Iteration 87Q: 3 clusters Score -3.866427e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 360388 members 
Entering Unmasked Estep 
Score: -38664344.000000 Penalty: 6381.784180
	Iteration 88Q: 3 clusters Score -3.866434e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 360408 members 
Entering Unmasked Estep 
Score: -38664384.000000 Penalty: 6381.784180
	Iteration 89Q: 3 clusters Score -3.866438e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 360432 members 
Entering Unmasked Estep 
Score: -38664408.000000 Penalty: 6381.784180
	Iteration 90Q: 3 clusters Score -3.866441e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 360453 members 
Entering Unmasked Estep 
Score: -38664412.000000 Penalty: 6381.784180
	Iteration 91Q: 3 clusters Score -3.866441e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 360494 members 
Entering Unmasked Estep 
Score: -38664460.000000 Penalty: 6381.784180
	Iteration 92Q: 3 clusters Score -3.866446e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 360520 members 
Entering Unmasked Estep 
Score: -38664452.000000 Penalty: 6381.784180
	Iteration 93Q: 3 clusters Score -3.866445e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 360547 members 
Entering Unmasked Estep 
Score: -38664468.000000 Penalty: 6381.784180
	Iteration 94Q: 3 clusters Score -3.866447e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 360564 members 
Entering Unmasked Estep 
Score: -38664512.000000 Penalty: 6381.784180
	Iteration 95Q: 3 clusters Score -3.866451e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 360590 members 
Entering Unmasked Estep 
Score: -38664540.000000 Penalty: 6381.784180
	Iteration 96Q: 3 clusters Score -3.866454e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 360619 members 
Entering Unmasked Estep 
Score: -38664516.000000 Penalty: 6381.784180
	Iteration 97Q: 3 clusters Score -3.866452e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 360652 members 
Entering Unmasked Estep 
Score: -38664532.000000 Penalty: 6381.784180
	Iteration 98Q: 3 clusters Score -3.866453e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 360683 members 
Entering Unmasked Estep 
Score: -38664568.000000 Penalty: 6381.784180
	Iteration 99Q: 3 clusters Score -3.866457e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 360702 members 
Entering Unmasked Estep 
Score: -38664552.000000 Penalty: 6381.784180
	Iteration 100F: 3 clusters Score -3.866455e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 360709 members 
Entering Unmasked Estep 
Score: -38664552.000000 Penalty: 6381.784180
	Iteration 101Q: 3 clusters Score -3.866455e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 360719 members 
Entering Unmasked Estep 
Score: -38664544.000000 Penalty: 6381.784180
	Iteration 102Q: 3 clusters Score -3.866454e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 360734 members 
Entering Unmasked Estep 
Score: -38664564.000000 Penalty: 6381.784180
	Iteration 103Q: 3 clusters Score -3.866456e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 360750 members 
Entering Unmasked Estep 
Score: -38664516.000000 Penalty: 6381.784180
	Iteration 104Q: 3 clusters Score -3.866452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 360758 members 
Entering Unmasked Estep 
Score: -38664528.000000 Penalty: 6381.784180
	Iteration 105Q: 3 clusters Score -3.866453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 360767 members 
Entering Unmasked Estep 
Score: -38664520.000000 Penalty: 6381.784180
	Iteration 106Q: 3 clusters Score -3.866452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 360774 members 
Entering Unmasked Estep 
Score: -38664512.000000 Penalty: 6381.784180
	Iteration 107Q: 3 clusters Score -3.866451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 360782 members 
Entering Unmasked Estep 
Score: -38664528.000000 Penalty: 6381.784180
	Iteration 108Q: 3 clusters Score -3.866453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 360789 members 
Entering Unmasked Estep 
Score: -38664536.000000 Penalty: 6381.784180
	Iteration 109Q: 3 clusters Score -3.866454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 360798 members 
Entering Unmasked Estep 
Score: -38664532.000000 Penalty: 6381.784180
	Iteration 110Q: 3 clusters Score -3.866453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 360801 members 
Entering Unmasked Estep 
Score: -38664520.000000 Penalty: 6381.784180
	Iteration 111Q: 3 clusters Score -3.866452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 360802 members 
Entering Unmasked Estep 
Score: -38664524.000000 Penalty: 6381.784180
	Iteration 112Q: 3 clusters Score -3.866452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 360804 members 
Entering Unmasked Estep 
Score: -38664512.000000 Penalty: 6381.784180
	Iteration 113Q: 3 clusters Score -3.866451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 360806 members 
Entering Unmasked Estep 
Score: -38664524.000000 Penalty: 6381.784180
	Iteration 114Q: 3 clusters Score -3.866452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 360809 members 
Entering Unmasked Estep 
Score: -38664508.000000 Penalty: 6381.784180
	Iteration 115Q: 3 clusters Score -3.866451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 360812 members 
Entering Unmasked Estep 
Score: -38664496.000000 Penalty: 6381.784180
	Iteration 116Q: 3 clusters Score -3.86645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 360812 members 
Entering Unmasked Estep 
Score: -38664508.000000 Penalty: 6381.784180
	Iteration 117Q: 3 clusters Score -3.866451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 360810 members 
Entering Unmasked Estep 
Score: -38664504.000000 Penalty: 6381.784180
	Iteration 118Q: 3 clusters Score -3.86645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 360811 members 
Entering Unmasked Estep 
Score: -38664492.000000 Penalty: 6381.784180
	Iteration 119Q: 3 clusters Score -3.866449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 360815 members 
Entering Unmasked Estep 
Score: -38664476.000000 Penalty: 6381.784180
	Iteration 120F: 3 clusters Score -3.866448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 360814 members 
Entering Unmasked Estep 
Score: -38664496.000000 Penalty: 6381.784180
	Iteration 121Q: 3 clusters Score -3.86645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 360815 members 
Entering Unmasked Estep 
Score: -38664500.000000 Penalty: 6381.784180
	Iteration 122Q: 3 clusters Score -3.86645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 360817 members 
Entering Unmasked Estep 
Score: -38664484.000000 Penalty: 6381.784180
	Iteration 123Q: 3 clusters Score -3.866448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 360817 members 
Entering Unmasked Estep 
Score: -38664500.000000 Penalty: 6381.784180
	Iteration 124Q: 3 clusters Score -3.86645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 360816 members 
Entering Unmasked Estep 
Score: -38664488.000000 Penalty: 6381.784180
	Iteration 125Q: 3 clusters Score -3.866449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 360816 members 
Entering Unmasked Estep 
Score: -38664488.000000 Penalty: 6381.784180
	Iteration 126F: 3 clusters Score -3.866449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 269448 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 141911 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 6803 members 
Mstep: Class 10 contains 140280 members 
Mstep: Class 11 contains 32400 members 
Mstep: Class 12 contains 26308 members 
Mstep: Class 13 contains 23363 members 
Mstep: Class 14 contains 41548 members 
Mstep: Class 15 contains 141142 members 
Mstep: Class 16 contains 86791 members 
Mstep: Class 17 contains 14893 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 17795 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 55281 members 
Mstep: Class 22 contains 8190 members 
Mstep: Class 23 contains 6861 members 
Mstep: Class 24 contains 11488 members 
Mstep: Class 25 contains 91155 members 
Mstep: Class 26 contains 17765 members 
Mstep: Class 27 contains 360816 members 
Entering Unmasked Estep 
Score: -156978768.000000 Penalty: 95732.460938
Splitting cluster 12 changes total score from -156932800.000000 to -156978768.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (23363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Entering Unmasked Estep 
Score: -2394643.750000 Penalty: 2494.609375
	Iteration 0F: 2 clusters Score -2394644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2378313.500000 Penalty: 4989.218750
	Iteration 0F: 3 clusters Score -2378314 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2383904.750000 Penalty: 4989.218750
	Iteration 1F: 3 clusters Score -2383905 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2384284.000000 Penalty: 4989.218750
	Iteration 2Q: 3 clusters Score -2384284 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2384636.750000 Penalty: 4989.218750
	Iteration 3Q: 3 clusters Score -2384637 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2384987.250000 Penalty: 4989.218750
	Iteration 4Q: 3 clusters Score -2384987 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2385413.500000 Penalty: 4989.218750
	Iteration 5Q: 3 clusters Score -2385414 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2386008.750000 Penalty: 4989.218750
	Iteration 6Q: 3 clusters Score -2386009 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2386856.250000 Penalty: 4989.218750
	Iteration 7F: 3 clusters Score -2386856 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2388060.750000 Penalty: 4989.218750
	Iteration 8F: 3 clusters Score -2388061 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2389531.000000 Penalty: 4989.218750
	Iteration 9F: 3 clusters Score -2389531 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2390844.000000 Penalty: 4989.218750
	Iteration 10F: 3 clusters Score -2390844 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2391689.750000 Penalty: 4989.218750
	Iteration 11Q: 3 clusters Score -2391690 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -2392095.750000 Penalty: 4989.218750
	Iteration 12Q: 3 clusters Score -2392096 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2392274.500000 Penalty: 4989.218750
	Iteration 13Q: 3 clusters Score -2392274 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2392348.250000 Penalty: 4989.218750
	Iteration 14Q: 3 clusters Score -2392348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2392399.750000 Penalty: 4989.218750
	Iteration 15Q: 3 clusters Score -2392400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -2392437.000000 Penalty: 4989.218750
	Iteration 16Q: 3 clusters Score -2392437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2392458.250000 Penalty: 4989.218750
	Iteration 17Q: 3 clusters Score -2392458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2392479.000000 Penalty: 4989.218750
	Iteration 18Q: 3 clusters Score -2392479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2392493.500000 Penalty: 4989.218750
	Iteration 19Q: 3 clusters Score -2392494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2392496.250000 Penalty: 4989.218750
	Iteration 20F: 3 clusters Score -2392496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2392500.750000 Penalty: 4989.218750
	Iteration 21Q: 3 clusters Score -2392501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2392500.750000 Penalty: 4989.218750
	Iteration 22F: 3 clusters Score -2392501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Entering Unmasked Estep 
Score: -4041746.750000 Penalty: 2637.381836
	Iteration 0F: 2 clusters Score -4041747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -4013557.500000 Penalty: 5274.763672
	Iteration 0F: 3 clusters Score -4013558 nChanged 19091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -4024276.500000 Penalty: 5274.763672
	Iteration 1F: 3 clusters Score -4024276 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -4025169.750000 Penalty: 5274.763672
	Iteration 2F: 3 clusters Score -4025170 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4026316.500000 Penalty: 5274.763672
	Iteration 3F: 3 clusters Score -4026316 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -4028289.250000 Penalty: 5274.763672
	Iteration 4F: 3 clusters Score -4028289 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -4031848.500000 Penalty: 5274.763672
	Iteration 5F: 3 clusters Score -4031848 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -4036624.250000 Penalty: 5274.763672
	Iteration 6F: 3 clusters Score -4036624 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -4040908.500000 Penalty: 5274.763672
	Iteration 7F: 3 clusters Score -4040908 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -4044118.000000 Penalty: 5274.763672
	Iteration 8F: 3 clusters Score -4044118 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -4045827.750000 Penalty: 5274.763672
	Iteration 9F: 3 clusters Score -4045828 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -4046814.250000 Penalty: 5274.763672
	Iteration 10Q: 3 clusters Score -4046814 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -4047394.250000 Penalty: 5274.763672
	Iteration 11Q: 3 clusters Score -4047394 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -4047805.250000 Penalty: 5274.763672
	Iteration 12Q: 3 clusters Score -4047805 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -4048074.750000 Penalty: 5274.763672
	Iteration 13Q: 3 clusters Score -4048075 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -4048287.250000 Penalty: 5274.763672
	Iteration 14Q: 3 clusters Score -4048287 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -4048441.750000 Penalty: 5274.763672
	Iteration 15Q: 3 clusters Score -4048442 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -4048532.750000 Penalty: 5274.763672
	Iteration 16Q: 3 clusters Score -4048533 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -4048606.250000 Penalty: 5274.763672
	Iteration 17Q: 3 clusters Score -4048606 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -4048669.500000 Penalty: 5274.763672
	Iteration 18Q: 3 clusters Score -4048670 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4048737.500000 Penalty: 5274.763672
	Iteration 19Q: 3 clusters Score -4048738 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -4048806.500000 Penalty: 5274.763672
	Iteration 20F: 3 clusters Score -4048806 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -4048843.250000 Penalty: 5274.763672
	Iteration 21Q: 3 clusters Score -4048843 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -4048865.250000 Penalty: 5274.763672
	Iteration 22Q: 3 clusters Score -4048865 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4048890.000000 Penalty: 5274.763672
	Iteration 23Q: 3 clusters Score -4048890 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4048917.500000 Penalty: 5274.763672
	Iteration 24Q: 3 clusters Score -4048918 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4048931.750000 Penalty: 5274.763672
	Iteration 25Q: 3 clusters Score -4048932 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -4048945.250000 Penalty: 5274.763672
	Iteration 26Q: 3 clusters Score -4048945 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -4048967.750000 Penalty: 5274.763672
	Iteration 27Q: 3 clusters Score -4048968 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -4048993.000000 Penalty: 5274.763672
	Iteration 28Q: 3 clusters Score -4048993 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -4049020.750000 Penalty: 5274.763672
	Iteration 29Q: 3 clusters Score -4049021 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4049049.250000 Penalty: 5274.763672
	Iteration 30Q: 3 clusters Score -4049049 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4049058.750000 Penalty: 5274.763672
	Iteration 31Q: 3 clusters Score -4049059 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -4049084.750000 Penalty: 5274.763672
	Iteration 32Q: 3 clusters Score -4049085 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -4049093.500000 Penalty: 5274.763672
	Iteration 33Q: 3 clusters Score -4049094 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -4049108.500000 Penalty: 5274.763672
	Iteration 34Q: 3 clusters Score -4049108 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -4049124.000000 Penalty: 5274.763672
	Iteration 35Q: 3 clusters Score -4049124 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -4049130.750000 Penalty: 5274.763672
	Iteration 36Q: 3 clusters Score -4049131 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -4049136.250000 Penalty: 5274.763672
	Iteration 37Q: 3 clusters Score -4049136 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -4049141.500000 Penalty: 5274.763672
	Iteration 38Q: 3 clusters Score -4049142 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -4049165.000000 Penalty: 5274.763672
	Iteration 39Q: 3 clusters Score -4049165 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -4049158.500000 Penalty: 5274.763672
	Iteration 40F: 3 clusters Score -4049158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -4049162.500000 Penalty: 5274.763672
	Iteration 41Q: 3 clusters Score -4049162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -4049159.000000 Penalty: 5274.763672
	Iteration 42Q: 3 clusters Score -4049159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -4049160.500000 Penalty: 5274.763672
	Iteration 43Q: 3 clusters Score -4049160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -4049157.750000 Penalty: 5274.763672
	Iteration 44Q: 3 clusters Score -4049158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -4049170.500000 Penalty: 5274.763672
	Iteration 45Q: 3 clusters Score -4049170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -4049167.500000 Penalty: 5274.763672
	Iteration 46Q: 3 clusters Score -4049168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -4049180.750000 Penalty: 5274.763672
	Iteration 47Q: 3 clusters Score -4049181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -4049194.250000 Penalty: 5274.763672
	Iteration 48Q: 3 clusters Score -4049194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -4049198.250000 Penalty: 5274.763672
	Iteration 49Q: 3 clusters Score -4049198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4049205.500000 Penalty: 5274.763672
	Iteration 50Q: 3 clusters Score -4049206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -4049216.250000 Penalty: 5274.763672
	Iteration 51Q: 3 clusters Score -4049216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -4049221.750000 Penalty: 5274.763672
	Iteration 52Q: 3 clusters Score -4049222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -4049220.250000 Penalty: 5274.763672
	Iteration 53Q: 3 clusters Score -4049220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4049216.000000 Penalty: 5274.763672
	Iteration 54Q: 3 clusters Score -4049216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -4049212.750000 Penalty: 5274.763672
	Iteration 55Q: 3 clusters Score -4049213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -4049210.500000 Penalty: 5274.763672
	Iteration 56Q: 3 clusters Score -4049210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -4049208.000000 Penalty: 5274.763672
	Iteration 57Q: 3 clusters Score -4049208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -4049213.000000 Penalty: 5274.763672
	Iteration 58Q: 3 clusters Score -4049213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -4049215.750000 Penalty: 5274.763672
	Iteration 59Q: 3 clusters Score -4049216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -4049209.500000 Penalty: 5274.763672
	Iteration 60F: 3 clusters Score -4049210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -4049209.500000 Penalty: 5274.763672
	Iteration 61Q: 3 clusters Score -4049210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -4049202.250000 Penalty: 5274.763672
	Iteration 62Q: 3 clusters Score -4049202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -4049202.750000 Penalty: 5274.763672
	Iteration 63Q: 3 clusters Score -4049203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -4049201.000000 Penalty: 5274.763672
	Iteration 64Q: 3 clusters Score -4049201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -4049203.750000 Penalty: 5274.763672
	Iteration 65Q: 3 clusters Score -4049204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -4049197.000000 Penalty: 5274.763672
	Iteration 66Q: 3 clusters Score -4049197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4049203.250000 Penalty: 5274.763672
	Iteration 67Q: 3 clusters Score -4049203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -4049210.000000 Penalty: 5274.763672
	Iteration 68Q: 3 clusters Score -4049210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4049220.500000 Penalty: 5274.763672
	Iteration 69Q: 3 clusters Score -4049220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -4049216.500000 Penalty: 5274.763672
	Iteration 70Q: 3 clusters Score -4049216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -4049212.000000 Penalty: 5274.763672
	Iteration 71Q: 3 clusters Score -4049212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -4049214.000000 Penalty: 5274.763672
	Iteration 72Q: 3 clusters Score -4049214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -4049219.500000 Penalty: 5274.763672
	Iteration 73Q: 3 clusters Score -4049220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -4049222.000000 Penalty: 5274.763672
	Iteration 74Q: 3 clusters Score -4049222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -4049223.500000 Penalty: 5274.763672
	Iteration 75Q: 3 clusters Score -4049224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -4049226.500000 Penalty: 5274.763672
	Iteration 76Q: 3 clusters Score -4049226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -4049227.000000 Penalty: 5274.763672
	Iteration 77Q: 3 clusters Score -4049227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -4049226.500000 Penalty: 5274.763672
	Iteration 78Q: 3 clusters Score -4049226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -4049231.000000 Penalty: 5274.763672
	Iteration 79Q: 3 clusters Score -4049231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -4049231.250000 Penalty: 5274.763672
	Iteration 80F: 3 clusters Score -4049231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -4049231.250000 Penalty: 5274.763672
	Iteration 81Q: 3 clusters Score -4049231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -4049226.250000 Penalty: 5274.763672
	Iteration 82Q: 3 clusters Score -4049226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -4049227.250000 Penalty: 5274.763672
	Iteration 83Q: 3 clusters Score -4049227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -4049233.500000 Penalty: 5274.763672
	Iteration 84Q: 3 clusters Score -4049234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -4049232.500000 Penalty: 5274.763672
	Iteration 85Q: 3 clusters Score -4049232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -4049226.750000 Penalty: 5274.763672
	Iteration 86Q: 3 clusters Score -4049227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -4049222.000000 Penalty: 5274.763672
	Iteration 87Q: 3 clusters Score -4049222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -4049223.750000 Penalty: 5274.763672
	Iteration 88Q: 3 clusters Score -4049224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4049221.000000 Penalty: 5274.763672
	Iteration 89Q: 3 clusters Score -4049221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -4049224.000000 Penalty: 5274.763672
	Iteration 90Q: 3 clusters Score -4049224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -4049230.750000 Penalty: 5274.763672
	Iteration 91Q: 3 clusters Score -4049231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -4049235.250000 Penalty: 5274.763672
	Iteration 92Q: 3 clusters Score -4049235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -4049244.500000 Penalty: 5274.763672
	Iteration 93Q: 3 clusters Score -4049244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -4049248.750000 Penalty: 5274.763672
	Iteration 94Q: 3 clusters Score -4049249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -4049246.250000 Penalty: 5274.763672
	Iteration 95Q: 3 clusters Score -4049246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -4049244.500000 Penalty: 5274.763672
	Iteration 96Q: 3 clusters Score -4049244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -4049251.250000 Penalty: 5274.763672
	Iteration 97Q: 3 clusters Score -4049251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -4049257.500000 Penalty: 5274.763672
	Iteration 98Q: 3 clusters Score -4049258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -4049259.000000 Penalty: 5274.763672
	Iteration 99Q: 3 clusters Score -4049259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -4049263.750000 Penalty: 5274.763672
	Iteration 100F: 3 clusters Score -4049264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -4049261.750000 Penalty: 5274.763672
	Iteration 101Q: 3 clusters Score -4049262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -4049257.000000 Penalty: 5274.763672
	Iteration 102Q: 3 clusters Score -4049257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4049250.000000 Penalty: 5274.763672
	Iteration 103Q: 3 clusters Score -4049250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -4049254.250000 Penalty: 5274.763672
	Iteration 104Q: 3 clusters Score -4049254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -4049256.500000 Penalty: 5274.763672
	Iteration 105Q: 3 clusters Score -4049256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -4049256.250000 Penalty: 5274.763672
	Iteration 106Q: 3 clusters Score -4049256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -4049257.750000 Penalty: 5274.763672
	Iteration 107Q: 3 clusters Score -4049258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -4049263.000000 Penalty: 5274.763672
	Iteration 108Q: 3 clusters Score -4049263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -4049271.750000 Penalty: 5274.763672
	Iteration 109Q: 3 clusters Score -4049272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -4049267.500000 Penalty: 5274.763672
	Iteration 110Q: 3 clusters Score -4049268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -4049273.250000 Penalty: 5274.763672
	Iteration 111Q: 3 clusters Score -4049273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -4049278.000000 Penalty: 5274.763672
	Iteration 112Q: 3 clusters Score -4049278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -4049278.250000 Penalty: 5274.763672
	Iteration 113Q: 3 clusters Score -4049278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -4049270.250000 Penalty: 5274.763672
	Iteration 114Q: 3 clusters Score -4049270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -4049269.500000 Penalty: 5274.763672
	Iteration 115Q: 3 clusters Score -4049270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -4049273.000000 Penalty: 5274.763672
	Iteration 116Q: 3 clusters Score -4049273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -4049268.250000 Penalty: 5274.763672
	Iteration 117Q: 3 clusters Score -4049268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -4049273.750000 Penalty: 5274.763672
	Iteration 118Q: 3 clusters Score -4049274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -4049275.000000 Penalty: 5274.763672
	Iteration 119Q: 3 clusters Score -4049275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -4049284.750000 Penalty: 5274.763672
	Iteration 120F: 3 clusters Score -4049285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -4049282.750000 Penalty: 5274.763672
	Iteration 121Q: 3 clusters Score -4049283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -4049282.250000 Penalty: 5274.763672
	Iteration 122Q: 3 clusters Score -4049282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -4049287.250000 Penalty: 5274.763672
	Iteration 123Q: 3 clusters Score -4049287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -4049286.500000 Penalty: 5274.763672
	Iteration 124Q: 3 clusters Score -4049286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -4049283.500000 Penalty: 5274.763672
	Iteration 125Q: 3 clusters Score -4049284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -4049269.250000 Penalty: 5274.763672
	Iteration 126Q: 3 clusters Score -4049269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -4049286.750000 Penalty: 5274.763672
	Iteration 127Q: 3 clusters Score -4049287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -4049291.000000 Penalty: 5274.763672
	Iteration 128Q: 3 clusters Score -4049291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -4049297.750000 Penalty: 5274.763672
	Iteration 129Q: 3 clusters Score -4049298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -4049305.500000 Penalty: 5274.763672
	Iteration 130Q: 3 clusters Score -4049306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -4049304.000000 Penalty: 5274.763672
	Iteration 131Q: 3 clusters Score -4049304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -4049296.500000 Penalty: 5274.763672
	Iteration 132Q: 3 clusters Score -4049296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -4049304.750000 Penalty: 5274.763672
	Iteration 133Q: 3 clusters Score -4049305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -4049307.000000 Penalty: 5274.763672
	Iteration 134Q: 3 clusters Score -4049307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -4049310.500000 Penalty: 5274.763672
	Iteration 135Q: 3 clusters Score -4049310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -4049317.000000 Penalty: 5274.763672
	Iteration 136Q: 3 clusters Score -4049317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -4049314.000000 Penalty: 5274.763672
	Iteration 137Q: 3 clusters Score -4049314 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -4049324.250000 Penalty: 5274.763672
	Iteration 138Q: 3 clusters Score -4049324 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -4049335.750000 Penalty: 5274.763672
	Iteration 139Q: 3 clusters Score -4049336 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -4049373.500000 Penalty: 5274.763672
	Iteration 140F: 3 clusters Score -4049374 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4049410.000000 Penalty: 5274.763672
	Iteration 141Q: 3 clusters Score -4049410 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -4049447.500000 Penalty: 5274.763672
	Iteration 142Q: 3 clusters Score -4049448 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -4049497.000000 Penalty: 5274.763672
	Iteration 143Q: 3 clusters Score -4049497 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -4049529.500000 Penalty: 5274.763672
	Iteration 144Q: 3 clusters Score -4049530 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4049586.500000 Penalty: 5274.763672
	Iteration 145Q: 3 clusters Score -4049586 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -4049662.250000 Penalty: 5274.763672
	Iteration 146Q: 3 clusters Score -4049662 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -4049754.500000 Penalty: 5274.763672
	Iteration 147Q: 3 clusters Score -4049754 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -4049890.750000 Penalty: 5274.763672
	Iteration 148Q: 3 clusters Score -4049891 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -4050011.000000 Penalty: 5274.763672
	Iteration 149Q: 3 clusters Score -4050011 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -4050145.250000 Penalty: 5274.763672
	Iteration 150Q: 3 clusters Score -4050145 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -4050291.000000 Penalty: 5274.763672
	Iteration 151Q: 3 clusters Score -4050291 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -4050399.500000 Penalty: 5274.763672
	Iteration 152Q: 3 clusters Score -4050400 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -4050519.250000 Penalty: 5274.763672
	Iteration 153Q: 3 clusters Score -4050519 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4050609.750000 Penalty: 5274.763672
	Iteration 154Q: 3 clusters Score -4050610 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -4050670.750000 Penalty: 5274.763672
	Iteration 155Q: 3 clusters Score -4050671 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -4050701.500000 Penalty: 5274.763672
	Iteration 156Q: 3 clusters Score -4050702 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -4050740.250000 Penalty: 5274.763672
	Iteration 157Q: 3 clusters Score -4050740 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4050779.750000 Penalty: 5274.763672
	Iteration 158Q: 3 clusters Score -4050780 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -4050821.000000 Penalty: 5274.763672
	Iteration 159Q: 3 clusters Score -4050821 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -4050855.750000 Penalty: 5274.763672
	Iteration 160F: 3 clusters Score -4050856 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4050859.500000 Penalty: 5274.763672
	Iteration 161Q: 3 clusters Score -4050860 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -4050886.500000 Penalty: 5274.763672
	Iteration 162Q: 3 clusters Score -4050886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -4050886.500000 Penalty: 5274.763672
	Iteration 163Q: 3 clusters Score -4050886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -4050898.000000 Penalty: 5274.763672
	Iteration 164Q: 3 clusters Score -4050898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -4050887.000000 Penalty: 5274.763672
	Iteration 165Q: 3 clusters Score -4050887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -4050897.500000 Penalty: 5274.763672
	Iteration 166Q: 3 clusters Score -4050898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -4050900.000000 Penalty: 5274.763672
	Iteration 167Q: 3 clusters Score -4050900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -4050902.750000 Penalty: 5274.763672
	Iteration 168Q: 3 clusters Score -4050903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -4050903.000000 Penalty: 5274.763672
	Iteration 169Q: 3 clusters Score -4050903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -4050913.250000 Penalty: 5274.763672
	Iteration 170Q: 3 clusters Score -4050913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -4050898.000000 Penalty: 5274.763672
	Iteration 171Q: 3 clusters Score -4050898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -4050909.750000 Penalty: 5274.763672
	Iteration 172Q: 3 clusters Score -4050910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -4050909.000000 Penalty: 5274.763672
	Iteration 173Q: 3 clusters Score -4050909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -4050918.750000 Penalty: 5274.763672
	Iteration 174Q: 3 clusters Score -4050919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -4050917.750000 Penalty: 5274.763672
	Iteration 175Q: 3 clusters Score -4050918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -4050921.000000 Penalty: 5274.763672
	Iteration 176Q: 3 clusters Score -4050921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -4050919.250000 Penalty: 5274.763672
	Iteration 177Q: 3 clusters Score -4050919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -4050920.500000 Penalty: 5274.763672
	Iteration 178Q: 3 clusters Score -4050920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -4050919.000000 Penalty: 5274.763672
	Iteration 179Q: 3 clusters Score -4050919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -4050916.500000 Penalty: 5274.763672
	Iteration 180F: 3 clusters Score -4050916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -4050915.000000 Penalty: 5274.763672
	Iteration 181Q: 3 clusters Score -4050915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -4050915.000000 Penalty: 5274.763672
	Iteration 182F: 3 clusters Score -4050915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 269448 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 141911 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 6803 members 
Mstep: Class 10 contains 140280 members 
Mstep: Class 11 contains 32400 members 
Mstep: Class 12 contains 26308 members 
Mstep: Class 13 contains 23363 members 
Mstep: Class 14 contains 32441 members 
Mstep: Class 15 contains 141142 members 
Mstep: Class 16 contains 86791 members 
Mstep: Class 17 contains 14893 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 17795 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 55281 members 
Mstep: Class 22 contains 8190 members 
Mstep: Class 23 contains 6861 members 
Mstep: Class 24 contains 11488 members 
Mstep: Class 25 contains 91155 members 
Mstep: Class 26 contains 17765 members 
Mstep: Class 27 contains 360816 members 
Mstep: Class 28 contains 9107 members 
Entering Unmasked Estep 
Score: -156985424.000000 Penalty: 99278.109375
Splitting cluster 14 changes total score from -156932800.000000 to -156985424.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (141142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141142 members 
Entering Unmasked Estep 
Score: -14072527.000000 Penalty: 2940.665527
	Iteration 0F: 2 clusters Score -1.407253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -13977997.000000 Penalty: 5881.331055
	Iteration 0F: 3 clusters Score -1.3978e+07 nChanged 67624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -14018270.000000 Penalty: 5881.331055
	Iteration 1F: 3 clusters Score -1.401827e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76767 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -14020475.000000 Penalty: 5881.331055
	Iteration 2Q: 3 clusters Score -1.402048e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79931 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -14023598.000000 Penalty: 5881.331055
	Iteration 3Q: 3 clusters Score -1.40236e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -14027825.000000 Penalty: 5881.331055
	Iteration 4F: 3 clusters Score -1.402782e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -14033368.000000 Penalty: 5881.331055
	Iteration 5F: 3 clusters Score -1.403337e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93773 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -14039971.000000 Penalty: 5881.331055
	Iteration 6F: 3 clusters Score -1.403997e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98185 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -14046452.000000 Penalty: 5881.331055
	Iteration 7F: 3 clusters Score -1.404645e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101448 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -14051330.000000 Penalty: 5881.331055
	Iteration 8F: 3 clusters Score -1.405133e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104025 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -14054113.000000 Penalty: 5881.331055
	Iteration 9Q: 3 clusters Score -1.405411e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106369 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -14055287.000000 Penalty: 5881.331055
	Iteration 10Q: 3 clusters Score -1.405529e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108747 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -14056278.000000 Penalty: 5881.331055
	Iteration 11Q: 3 clusters Score -1.405628e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111131 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -14057225.000000 Penalty: 5881.331055
	Iteration 12Q: 3 clusters Score -1.405722e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113459 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -14058117.000000 Penalty: 5881.331055
	Iteration 13Q: 3 clusters Score -1.405812e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115747 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -14059005.000000 Penalty: 5881.331055
	Iteration 14Q: 3 clusters Score -1.4059e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118004 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -14059876.000000 Penalty: 5881.331055
	Iteration 15Q: 3 clusters Score -1.405988e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120241 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -14060723.000000 Penalty: 5881.331055
	Iteration 16Q: 3 clusters Score -1.406072e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122461 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -14061666.000000 Penalty: 5881.331055
	Iteration 17Q: 3 clusters Score -1.406167e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124568 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -14062556.000000 Penalty: 5881.331055
	Iteration 18Q: 3 clusters Score -1.406256e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126543 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -14063348.000000 Penalty: 5881.331055
	Iteration 19Q: 3 clusters Score -1.406335e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128399 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -14064112.000000 Penalty: 5881.331055
	Iteration 20F: 3 clusters Score -1.406411e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130163 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -14065070.000000 Penalty: 5881.331055
	Iteration 21Q: 3 clusters Score -1.406507e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131807 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -14065882.000000 Penalty: 5881.331055
	Iteration 22Q: 3 clusters Score -1.406588e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133284 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -14066469.000000 Penalty: 5881.331055
	Iteration 23Q: 3 clusters Score -1.406647e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134668 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -14067159.000000 Penalty: 5881.331055
	Iteration 24Q: 3 clusters Score -1.406716e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135813 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -14067806.000000 Penalty: 5881.331055
	Iteration 25Q: 3 clusters Score -1.406781e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136769 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -14068282.000000 Penalty: 5881.331055
	Iteration 26Q: 3 clusters Score -1.406828e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137530 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -14068691.000000 Penalty: 5881.331055
	Iteration 27Q: 3 clusters Score -1.406869e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138131 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -14068969.000000 Penalty: 5881.331055
	Iteration 28Q: 3 clusters Score -1.406897e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138595 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -14069226.000000 Penalty: 5881.331055
	Iteration 29Q: 3 clusters Score -1.406923e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138960 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -14069419.000000 Penalty: 5881.331055
	Iteration 30Q: 3 clusters Score -1.406942e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139254 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -14069562.000000 Penalty: 5881.331055
	Iteration 31Q: 3 clusters Score -1.406956e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139464 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -14069662.000000 Penalty: 5881.331055
	Iteration 32Q: 3 clusters Score -1.406966e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139623 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -14069740.000000 Penalty: 5881.331055
	Iteration 33Q: 3 clusters Score -1.406974e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139738 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -14069796.000000 Penalty: 5881.331055
	Iteration 34Q: 3 clusters Score -1.40698e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139828 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -14069813.000000 Penalty: 5881.331055
	Iteration 35Q: 3 clusters Score -1.406981e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139894 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -14069856.000000 Penalty: 5881.331055
	Iteration 36Q: 3 clusters Score -1.406986e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139955 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -14069893.000000 Penalty: 5881.331055
	Iteration 37Q: 3 clusters Score -1.406989e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140008 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -14069928.000000 Penalty: 5881.331055
	Iteration 38Q: 3 clusters Score -1.406993e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140054 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -14069958.000000 Penalty: 5881.331055
	Iteration 39Q: 3 clusters Score -1.406996e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140084 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -14069979.000000 Penalty: 5881.331055
	Iteration 40F: 3 clusters Score -1.406998e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140111 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -14069974.000000 Penalty: 5881.331055
	Iteration 41Q: 3 clusters Score -1.406997e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140138 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -14069996.000000 Penalty: 5881.331055
	Iteration 42Q: 3 clusters Score -1.407e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140167 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -14070027.000000 Penalty: 5881.331055
	Iteration 43Q: 3 clusters Score -1.407003e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140191 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -14070031.000000 Penalty: 5881.331055
	Iteration 44Q: 3 clusters Score -1.407003e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140213 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -14070058.000000 Penalty: 5881.331055
	Iteration 45Q: 3 clusters Score -1.407006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140229 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -14070039.000000 Penalty: 5881.331055
	Iteration 46Q: 3 clusters Score -1.407004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140244 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -14070045.000000 Penalty: 5881.331055
	Iteration 47Q: 3 clusters Score -1.407004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140253 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -14070057.000000 Penalty: 5881.331055
	Iteration 48Q: 3 clusters Score -1.407006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140261 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -14070063.000000 Penalty: 5881.331055
	Iteration 49Q: 3 clusters Score -1.407006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140268 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -14070074.000000 Penalty: 5881.331055
	Iteration 50Q: 3 clusters Score -1.407007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140271 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -14070062.000000 Penalty: 5881.331055
	Iteration 51Q: 3 clusters Score -1.407006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140276 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -14070050.000000 Penalty: 5881.331055
	Iteration 52Q: 3 clusters Score -1.407005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140281 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -14070045.000000 Penalty: 5881.331055
	Iteration 53Q: 3 clusters Score -1.407004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140282 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -14070053.000000 Penalty: 5881.331055
	Iteration 54Q: 3 clusters Score -1.407005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140287 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -14070064.000000 Penalty: 5881.331055
	Iteration 55Q: 3 clusters Score -1.407006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140295 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -14070066.000000 Penalty: 5881.331055
	Iteration 56Q: 3 clusters Score -1.407007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140305 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -14070079.000000 Penalty: 5881.331055
	Iteration 57Q: 3 clusters Score -1.407008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140311 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -14070080.000000 Penalty: 5881.331055
	Iteration 58Q: 3 clusters Score -1.407008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140315 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -14070071.000000 Penalty: 5881.331055
	Iteration 59Q: 3 clusters Score -1.407007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140320 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14070073.000000 Penalty: 5881.331055
	Iteration 60F: 3 clusters Score -1.407007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140323 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14070067.000000 Penalty: 5881.331055
	Iteration 61Q: 3 clusters Score -1.407007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140328 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -14070077.000000 Penalty: 5881.331055
	Iteration 62Q: 3 clusters Score -1.407008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140328 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -14070077.000000 Penalty: 5881.331055
	Iteration 63F: 3 clusters Score -1.407008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (86791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Entering Unmasked Estep 
Score: -8691683.000000 Penalty: 2820.072021
	Iteration 0F: 2 clusters Score -8691683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -8633661.000000 Penalty: 5640.144043
	Iteration 0F: 3 clusters Score -8633661 nChanged 40597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -8657165.000000 Penalty: 5640.144043
	Iteration 1F: 3 clusters Score -8657165 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -8658033.000000 Penalty: 5640.144043
	Iteration 2Q: 3 clusters Score -8658033 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -8659029.000000 Penalty: 5640.144043
	Iteration 3Q: 3 clusters Score -8659029 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -8660640.000000 Penalty: 5640.144043
	Iteration 4Q: 3 clusters Score -8660640 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -8663020.000000 Penalty: 5640.144043
	Iteration 5F: 3 clusters Score -8663020 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58401 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -8666633.000000 Penalty: 5640.144043
	Iteration 6F: 3 clusters Score -8666633 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -8671243.000000 Penalty: 5640.144043
	Iteration 7F: 3 clusters Score -8671243 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -8675914.000000 Penalty: 5640.144043
	Iteration 8F: 3 clusters Score -8675914 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -8680142.000000 Penalty: 5640.144043
	Iteration 9F: 3 clusters Score -8680142 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -8683134.000000 Penalty: 5640.144043
	Iteration 10Q: 3 clusters Score -8683134 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79163 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -8685258.000000 Penalty: 5640.144043
	Iteration 11Q: 3 clusters Score -8685258 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -8686758.000000 Penalty: 5640.144043
	Iteration 12Q: 3 clusters Score -8686758 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81795 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -8687779.000000 Penalty: 5640.144043
	Iteration 13Q: 3 clusters Score -8687779 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -8688467.000000 Penalty: 5640.144043
	Iteration 14Q: 3 clusters Score -8688467 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82909 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -8688915.000000 Penalty: 5640.144043
	Iteration 15Q: 3 clusters Score -8688915 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -8689178.000000 Penalty: 5640.144043
	Iteration 16Q: 3 clusters Score -8689178 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83491 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -8689440.000000 Penalty: 5640.144043
	Iteration 17Q: 3 clusters Score -8689440 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83695 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -8689649.000000 Penalty: 5640.144043
	Iteration 18Q: 3 clusters Score -8689649 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83838 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8689772.000000 Penalty: 5640.144043
	Iteration 19Q: 3 clusters Score -8689772 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83948 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -8689905.000000 Penalty: 5640.144043
	Iteration 20F: 3 clusters Score -8689905 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -8689972.000000 Penalty: 5640.144043
	Iteration 21Q: 3 clusters Score -8689972 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84126 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8690061.000000 Penalty: 5640.144043
	Iteration 22Q: 3 clusters Score -8690061 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84201 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -8690087.000000 Penalty: 5640.144043
	Iteration 23Q: 3 clusters Score -8690087 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -8690127.000000 Penalty: 5640.144043
	Iteration 24Q: 3 clusters Score -8690127 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -8690149.000000 Penalty: 5640.144043
	Iteration 25Q: 3 clusters Score -8690149 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8690177.000000 Penalty: 5640.144043
	Iteration 26Q: 3 clusters Score -8690177 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84415 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8690201.000000 Penalty: 5640.144043
	Iteration 27Q: 3 clusters Score -8690201 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8690227.000000 Penalty: 5640.144043
	Iteration 28Q: 3 clusters Score -8690227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84461 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8690228.000000 Penalty: 5640.144043
	Iteration 29Q: 3 clusters Score -8690228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84476 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8690242.000000 Penalty: 5640.144043
	Iteration 30Q: 3 clusters Score -8690242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8690245.000000 Penalty: 5640.144043
	Iteration 31Q: 3 clusters Score -8690245 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -8690250.000000 Penalty: 5640.144043
	Iteration 32Q: 3 clusters Score -8690250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -8690254.000000 Penalty: 5640.144043
	Iteration 33Q: 3 clusters Score -8690254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84549 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -8690264.000000 Penalty: 5640.144043
	Iteration 34Q: 3 clusters Score -8690264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -8690275.000000 Penalty: 5640.144043
	Iteration 35Q: 3 clusters Score -8690275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8690271.000000 Penalty: 5640.144043
	Iteration 36Q: 3 clusters Score -8690271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84591 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8690279.000000 Penalty: 5640.144043
	Iteration 37Q: 3 clusters Score -8690279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84602 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8690274.000000 Penalty: 5640.144043
	Iteration 38Q: 3 clusters Score -8690274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -8690297.000000 Penalty: 5640.144043
	Iteration 39Q: 3 clusters Score -8690297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84619 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -8690297.000000 Penalty: 5640.144043
	Iteration 40F: 3 clusters Score -8690297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8690299.000000 Penalty: 5640.144043
	Iteration 41Q: 3 clusters Score -8690299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8690298.000000 Penalty: 5640.144043
	Iteration 42Q: 3 clusters Score -8690298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84622 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8690303.000000 Penalty: 5640.144043
	Iteration 43Q: 3 clusters Score -8690303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84627 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8690312.000000 Penalty: 5640.144043
	Iteration 44Q: 3 clusters Score -8690312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84629 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8690308.000000 Penalty: 5640.144043
	Iteration 45Q: 3 clusters Score -8690308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84631 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8690305.000000 Penalty: 5640.144043
	Iteration 46Q: 3 clusters Score -8690305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8690310.000000 Penalty: 5640.144043
	Iteration 47Q: 3 clusters Score -8690310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84637 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8690319.000000 Penalty: 5640.144043
	Iteration 48Q: 3 clusters Score -8690319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -8690309.000000 Penalty: 5640.144043
	Iteration 49Q: 3 clusters Score -8690309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8690318.000000 Penalty: 5640.144043
	Iteration 50Q: 3 clusters Score -8690318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8690315.000000 Penalty: 5640.144043
	Iteration 51Q: 3 clusters Score -8690315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8690315.000000 Penalty: 5640.144043
	Iteration 52F: 3 clusters Score -8690315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Entering Unmasked Estep 
Score: -1404719.250000 Penalty: 2382.944336
	Iteration 0F: 2 clusters Score -1404719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1394023.875000 Penalty: 4765.888672
	Iteration 0F: 3 clusters Score -1394024 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1398306.250000 Penalty: 4765.888672
	Iteration 1F: 3 clusters Score -1398306 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1400194.875000 Penalty: 4765.888672
	Iteration 2F: 3 clusters Score -1400195 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1402874.000000 Penalty: 4765.888672
	Iteration 3F: 3 clusters Score -1402874 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1404893.125000 Penalty: 4765.888672
	Iteration 4F: 3 clusters Score -1404893 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1405677.750000 Penalty: 4765.888672
	Iteration 5F: 3 clusters Score -1405678 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1406027.500000 Penalty: 4765.888672
	Iteration 6Q: 3 clusters Score -1406028 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1406332.500000 Penalty: 4765.888672
	Iteration 7Q: 3 clusters Score -1406332 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1406506.750000 Penalty: 4765.888672
	Iteration 8Q: 3 clusters Score -1406507 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1406569.875000 Penalty: 4765.888672
	Iteration 9Q: 3 clusters Score -1406570 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1406585.875000 Penalty: 4765.888672
	Iteration 10Q: 3 clusters Score -1406586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1406592.500000 Penalty: 4765.888672
	Iteration 11Q: 3 clusters Score -1406592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1406599.250000 Penalty: 4765.888672
	Iteration 12Q: 3 clusters Score -1406599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1406607.000000 Penalty: 4765.888672
	Iteration 13Q: 3 clusters Score -1406607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1406616.125000 Penalty: 4765.888672
	Iteration 14Q: 3 clusters Score -1406616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1406623.000000 Penalty: 4765.888672
	Iteration 15Q: 3 clusters Score -1406623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1406627.375000 Penalty: 4765.888672
	Iteration 16Q: 3 clusters Score -1406627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1406628.875000 Penalty: 4765.888672
	Iteration 17Q: 3 clusters Score -1406629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1406632.125000 Penalty: 4765.888672
	Iteration 18Q: 3 clusters Score -1406632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1406636.125000 Penalty: 4765.888672
	Iteration 19Q: 3 clusters Score -1406636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1406636.000000 Penalty: 4765.888672
	Iteration 20F: 3 clusters Score -1406636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1406638.625000 Penalty: 4765.888672
	Iteration 21Q: 3 clusters Score -1406639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1406638.625000 Penalty: 4765.888672
	Iteration 22Q: 3 clusters Score -1406639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1406638.250000 Penalty: 4765.888672
	Iteration 23Q: 3 clusters Score -1406638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1406640.875000 Penalty: 4765.888672
	Iteration 24Q: 3 clusters Score -1406641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1406641.000000 Penalty: 4765.888672
	Iteration 25Q: 3 clusters Score -1406641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1406645.000000 Penalty: 4765.888672
	Iteration 26Q: 3 clusters Score -1406645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1406650.000000 Penalty: 4765.888672
	Iteration 27Q: 3 clusters Score -1406650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1406648.750000 Penalty: 4765.888672
	Iteration 28Q: 3 clusters Score -1406649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1406652.500000 Penalty: 4765.888672
	Iteration 29Q: 3 clusters Score -1406652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1406650.000000 Penalty: 4765.888672
	Iteration 30Q: 3 clusters Score -1406650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1406651.375000 Penalty: 4765.888672
	Iteration 31Q: 3 clusters Score -1406651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1406655.000000 Penalty: 4765.888672
	Iteration 32Q: 3 clusters Score -1406655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1406655.750000 Penalty: 4765.888672
	Iteration 33Q: 3 clusters Score -1406656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1406655.625000 Penalty: 4765.888672
	Iteration 34Q: 3 clusters Score -1406656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1406661.000000 Penalty: 4765.888672
	Iteration 35Q: 3 clusters Score -1406661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1406661.625000 Penalty: 4765.888672
	Iteration 36Q: 3 clusters Score -1406662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1406658.750000 Penalty: 4765.888672
	Iteration 37Q: 3 clusters Score -1406659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1406657.500000 Penalty: 4765.888672
	Iteration 38Q: 3 clusters Score -1406658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1406662.000000 Penalty: 4765.888672
	Iteration 39Q: 3 clusters Score -1406662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1406664.000000 Penalty: 4765.888672
	Iteration 40F: 3 clusters Score -1406664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1406670.125000 Penalty: 4765.888672
	Iteration 41Q: 3 clusters Score -1406670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1406673.875000 Penalty: 4765.888672
	Iteration 42Q: 3 clusters Score -1406674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1406678.625000 Penalty: 4765.888672
	Iteration 43Q: 3 clusters Score -1406679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1406681.750000 Penalty: 4765.888672
	Iteration 44Q: 3 clusters Score -1406682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1406685.750000 Penalty: 4765.888672
	Iteration 45Q: 3 clusters Score -1406686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1406689.625000 Penalty: 4765.888672
	Iteration 46Q: 3 clusters Score -1406690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1406698.500000 Penalty: 4765.888672
	Iteration 47Q: 3 clusters Score -1406698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1406703.000000 Penalty: 4765.888672
	Iteration 48Q: 3 clusters Score -1406703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1406709.125000 Penalty: 4765.888672
	Iteration 49Q: 3 clusters Score -1406709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1406724.000000 Penalty: 4765.888672
	Iteration 50Q: 3 clusters Score -1406724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1406741.125000 Penalty: 4765.888672
	Iteration 51Q: 3 clusters Score -1406741 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1406768.000000 Penalty: 4765.888672
	Iteration 52Q: 3 clusters Score -1406768 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1406803.250000 Penalty: 4765.888672
	Iteration 53Q: 3 clusters Score -1406803 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1406854.000000 Penalty: 4765.888672
	Iteration 54Q: 3 clusters Score -1406854 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1406913.250000 Penalty: 4765.888672
	Iteration 55Q: 3 clusters Score -1406913 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1406995.500000 Penalty: 4765.888672
	Iteration 56Q: 3 clusters Score -1406996 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1407091.250000 Penalty: 4765.888672
	Iteration 57Q: 3 clusters Score -1407091 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1407175.875000 Penalty: 4765.888672
	Iteration 58Q: 3 clusters Score -1407176 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1407248.500000 Penalty: 4765.888672
	Iteration 59Q: 3 clusters Score -1407248 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1407287.000000 Penalty: 4765.888672
	Iteration 60F: 3 clusters Score -1407287 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1407302.375000 Penalty: 4765.888672
	Iteration 61Q: 3 clusters Score -1407302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1407316.125000 Penalty: 4765.888672
	Iteration 62Q: 3 clusters Score -1407316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1407323.500000 Penalty: 4765.888672
	Iteration 63Q: 3 clusters Score -1407324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1407335.500000 Penalty: 4765.888672
	Iteration 64Q: 3 clusters Score -1407336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1407343.875000 Penalty: 4765.888672
	Iteration 65Q: 3 clusters Score -1407344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1407352.125000 Penalty: 4765.888672
	Iteration 66Q: 3 clusters Score -1407352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1407348.500000 Penalty: 4765.888672
	Iteration 67Q: 3 clusters Score -1407348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1407351.250000 Penalty: 4765.888672
	Iteration 68Q: 3 clusters Score -1407351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1407353.250000 Penalty: 4765.888672
	Iteration 69Q: 3 clusters Score -1407353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1407354.750000 Penalty: 4765.888672
	Iteration 70Q: 3 clusters Score -1407355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1407353.625000 Penalty: 4765.888672
	Iteration 71Q: 3 clusters Score -1407354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1407355.375000 Penalty: 4765.888672
	Iteration 72Q: 3 clusters Score -1407355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1407356.875000 Penalty: 4765.888672
	Iteration 73Q: 3 clusters Score -1407357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1407354.625000 Penalty: 4765.888672
	Iteration 74Q: 3 clusters Score -1407355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1407354.625000 Penalty: 4765.888672
	Iteration 75F: 3 clusters Score -1407355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 269448 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 141911 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 6803 members 
Mstep: Class 10 contains 140280 members 
Mstep: Class 11 contains 32400 members 
Mstep: Class 12 contains 26308 members 
Mstep: Class 13 contains 23363 members 
Mstep: Class 14 contains 32441 members 
Mstep: Class 15 contains 141142 members 
Mstep: Class 16 contains 86791 members 
Mstep: Class 17 contains 4521 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 17795 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 55281 members 
Mstep: Class 22 contains 8190 members 
Mstep: Class 23 contains 6861 members 
Mstep: Class 24 contains 11488 members 
Mstep: Class 25 contains 91155 members 
Mstep: Class 26 contains 17765 members 
Mstep: Class 27 contains 360816 members 
Mstep: Class 28 contains 9107 members 
Mstep: Class 29 contains 10372 members 
Entering Unmasked Estep 
Score: -156986288.000000 Penalty: 102823.757812
Splitting cluster 17 changes total score from -156932800.000000 to -156986288.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (42859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Entering Unmasked Estep 
Score: -4156715.000000 Penalty: 2645.086426
	Iteration 0F: 2 clusters Score -4156715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -4127847.250000 Penalty: 5290.172852
	Iteration 0F: 3 clusters Score -4127847 nChanged 19604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -4139036.250000 Penalty: 5290.172852
	Iteration 1F: 3 clusters Score -4139036 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -4140471.500000 Penalty: 5290.172852
	Iteration 2F: 3 clusters Score -4140472 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -4142337.750000 Penalty: 5290.172852
	Iteration 3F: 3 clusters Score -4142338 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -4144720.750000 Penalty: 5290.172852
	Iteration 4F: 3 clusters Score -4144721 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -4147485.250000 Penalty: 5290.172852
	Iteration 5F: 3 clusters Score -4147485 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -4150050.750000 Penalty: 5290.172852
	Iteration 6F: 3 clusters Score -4150051 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -4151962.000000 Penalty: 5290.172852
	Iteration 7F: 3 clusters Score -4151962 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -4153093.750000 Penalty: 5290.172852
	Iteration 8Q: 3 clusters Score -4153094 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -4153655.000000 Penalty: 5290.172852
	Iteration 9Q: 3 clusters Score -4153655 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -4153966.000000 Penalty: 5290.172852
	Iteration 10Q: 3 clusters Score -4153966 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -4154148.250000 Penalty: 5290.172852
	Iteration 11Q: 3 clusters Score -4154148 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -4154299.000000 Penalty: 5290.172852
	Iteration 12Q: 3 clusters Score -4154299 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -4154411.000000 Penalty: 5290.172852
	Iteration 13Q: 3 clusters Score -4154411 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -4154488.750000 Penalty: 5290.172852
	Iteration 14Q: 3 clusters Score -4154489 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -4154546.750000 Penalty: 5290.172852
	Iteration 15Q: 3 clusters Score -4154547 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -4154610.750000 Penalty: 5290.172852
	Iteration 16Q: 3 clusters Score -4154611 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -4154660.000000 Penalty: 5290.172852
	Iteration 17Q: 3 clusters Score -4154660 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -4154691.750000 Penalty: 5290.172852
	Iteration 18Q: 3 clusters Score -4154692 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -4154739.500000 Penalty: 5290.172852
	Iteration 19Q: 3 clusters Score -4154740 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -4154774.500000 Penalty: 5290.172852
	Iteration 20F: 3 clusters Score -4154774 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -4154810.500000 Penalty: 5290.172852
	Iteration 21Q: 3 clusters Score -4154810 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -4154854.000000 Penalty: 5290.172852
	Iteration 22Q: 3 clusters Score -4154854 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -4154877.500000 Penalty: 5290.172852
	Iteration 23Q: 3 clusters Score -4154878 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -4154905.750000 Penalty: 5290.172852
	Iteration 24Q: 3 clusters Score -4154906 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -4154941.750000 Penalty: 5290.172852
	Iteration 25Q: 3 clusters Score -4154942 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -4154974.500000 Penalty: 5290.172852
	Iteration 26Q: 3 clusters Score -4154974 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -4155015.500000 Penalty: 5290.172852
	Iteration 27Q: 3 clusters Score -4155016 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -4155032.000000 Penalty: 5290.172852
	Iteration 28Q: 3 clusters Score -4155032 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -4155082.250000 Penalty: 5290.172852
	Iteration 29Q: 3 clusters Score -4155082 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -4155099.500000 Penalty: 5290.172852
	Iteration 30Q: 3 clusters Score -4155100 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -4155135.250000 Penalty: 5290.172852
	Iteration 31Q: 3 clusters Score -4155135 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -4155176.750000 Penalty: 5290.172852
	Iteration 32Q: 3 clusters Score -4155177 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -4155203.500000 Penalty: 5290.172852
	Iteration 33Q: 3 clusters Score -4155204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -4155227.750000 Penalty: 5290.172852
	Iteration 34Q: 3 clusters Score -4155228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -4155258.250000 Penalty: 5290.172852
	Iteration 35Q: 3 clusters Score -4155258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -4155265.000000 Penalty: 5290.172852
	Iteration 36Q: 3 clusters Score -4155265 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -4155286.750000 Penalty: 5290.172852
	Iteration 37Q: 3 clusters Score -4155287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -4155308.250000 Penalty: 5290.172852
	Iteration 38Q: 3 clusters Score -4155308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -4155359.750000 Penalty: 5290.172852
	Iteration 39Q: 3 clusters Score -4155360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -4155364.000000 Penalty: 5290.172852
	Iteration 40F: 3 clusters Score -4155364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -4155376.750000 Penalty: 5290.172852
	Iteration 41Q: 3 clusters Score -4155377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -4155391.000000 Penalty: 5290.172852
	Iteration 42Q: 3 clusters Score -4155391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -4155400.250000 Penalty: 5290.172852
	Iteration 43Q: 3 clusters Score -4155400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -4155409.250000 Penalty: 5290.172852
	Iteration 44Q: 3 clusters Score -4155409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -4155411.750000 Penalty: 5290.172852
	Iteration 45Q: 3 clusters Score -4155412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -4155415.750000 Penalty: 5290.172852
	Iteration 46Q: 3 clusters Score -4155416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -4155424.500000 Penalty: 5290.172852
	Iteration 47Q: 3 clusters Score -4155424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -4155430.250000 Penalty: 5290.172852
	Iteration 48Q: 3 clusters Score -4155430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -4155430.250000 Penalty: 5290.172852
	Iteration 49Q: 3 clusters Score -4155430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -4155434.500000 Penalty: 5290.172852
	Iteration 50Q: 3 clusters Score -4155434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -4155427.000000 Penalty: 5290.172852
	Iteration 51Q: 3 clusters Score -4155427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -4155432.500000 Penalty: 5290.172852
	Iteration 52Q: 3 clusters Score -4155432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -4155434.500000 Penalty: 5290.172852
	Iteration 53Q: 3 clusters Score -4155434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -4155427.500000 Penalty: 5290.172852
	Iteration 54Q: 3 clusters Score -4155428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -4155428.000000 Penalty: 5290.172852
	Iteration 55Q: 3 clusters Score -4155428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -4155429.000000 Penalty: 5290.172852
	Iteration 56Q: 3 clusters Score -4155429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -4155426.500000 Penalty: 5290.172852
	Iteration 57Q: 3 clusters Score -4155426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -4155441.500000 Penalty: 5290.172852
	Iteration 58Q: 3 clusters Score -4155442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -4155438.750000 Penalty: 5290.172852
	Iteration 59Q: 3 clusters Score -4155439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -4155440.000000 Penalty: 5290.172852
	Iteration 60F: 3 clusters Score -4155440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -4155445.000000 Penalty: 5290.172852
	Iteration 61Q: 3 clusters Score -4155445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -4155444.000000 Penalty: 5290.172852
	Iteration 62Q: 3 clusters Score -4155444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -4155451.000000 Penalty: 5290.172852
	Iteration 63Q: 3 clusters Score -4155451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -4155449.000000 Penalty: 5290.172852
	Iteration 64Q: 3 clusters Score -4155449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -4155450.500000 Penalty: 5290.172852
	Iteration 65Q: 3 clusters Score -4155450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -4155451.250000 Penalty: 5290.172852
	Iteration 66Q: 3 clusters Score -4155451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -4155451.250000 Penalty: 5290.172852
	Iteration 67F: 3 clusters Score -4155451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Entering Unmasked Estep 
Score: -1673352.500000 Penalty: 2427.094727
	Iteration 0F: 2 clusters Score -1673352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1660761.250000 Penalty: 4854.189453
	Iteration 0F: 3 clusters Score -1660761 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1665256.875000 Penalty: 4854.189453
	Iteration 1F: 3 clusters Score -1665257 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1665977.500000 Penalty: 4854.189453
	Iteration 2F: 3 clusters Score -1665978 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1666741.125000 Penalty: 4854.189453
	Iteration 3F: 3 clusters Score -1666741 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1667594.875000 Penalty: 4854.189453
	Iteration 4F: 3 clusters Score -1667595 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1668470.000000 Penalty: 4854.189453
	Iteration 5F: 3 clusters Score -1668470 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1669287.625000 Penalty: 4854.189453
	Iteration 6F: 3 clusters Score -1669288 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1669963.000000 Penalty: 4854.189453
	Iteration 7Q: 3 clusters Score -1669963 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1670471.375000 Penalty: 4854.189453
	Iteration 8Q: 3 clusters Score -1670471 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1670804.375000 Penalty: 4854.189453
	Iteration 9Q: 3 clusters Score -1670804 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1671030.875000 Penalty: 4854.189453
	Iteration 10Q: 3 clusters Score -1671031 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1671176.500000 Penalty: 4854.189453
	Iteration 11Q: 3 clusters Score -1671176 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1671274.625000 Penalty: 4854.189453
	Iteration 12Q: 3 clusters Score -1671275 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1671334.625000 Penalty: 4854.189453
	Iteration 13Q: 3 clusters Score -1671335 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1671393.625000 Penalty: 4854.189453
	Iteration 14Q: 3 clusters Score -1671394 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1671431.875000 Penalty: 4854.189453
	Iteration 15Q: 3 clusters Score -1671432 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1671475.875000 Penalty: 4854.189453
	Iteration 16Q: 3 clusters Score -1671476 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1671517.375000 Penalty: 4854.189453
	Iteration 17Q: 3 clusters Score -1671517 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1671550.875000 Penalty: 4854.189453
	Iteration 18Q: 3 clusters Score -1671551 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1671579.375000 Penalty: 4854.189453
	Iteration 19Q: 3 clusters Score -1671579 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1671610.625000 Penalty: 4854.189453
	Iteration 20F: 3 clusters Score -1671611 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1671647.375000 Penalty: 4854.189453
	Iteration 21Q: 3 clusters Score -1671647 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1671691.000000 Penalty: 4854.189453
	Iteration 22Q: 3 clusters Score -1671691 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1671727.375000 Penalty: 4854.189453
	Iteration 23Q: 3 clusters Score -1671727 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1671765.000000 Penalty: 4854.189453
	Iteration 24Q: 3 clusters Score -1671765 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1671810.375000 Penalty: 4854.189453
	Iteration 25Q: 3 clusters Score -1671810 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1671854.875000 Penalty: 4854.189453
	Iteration 26Q: 3 clusters Score -1671855 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1671903.750000 Penalty: 4854.189453
	Iteration 27Q: 3 clusters Score -1671904 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1671941.000000 Penalty: 4854.189453
	Iteration 28Q: 3 clusters Score -1671941 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1671998.875000 Penalty: 4854.189453
	Iteration 29Q: 3 clusters Score -1671999 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1672042.875000 Penalty: 4854.189453
	Iteration 30Q: 3 clusters Score -1672043 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1672080.375000 Penalty: 4854.189453
	Iteration 31Q: 3 clusters Score -1672080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1672104.625000 Penalty: 4854.189453
	Iteration 32Q: 3 clusters Score -1672105 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1672115.500000 Penalty: 4854.189453
	Iteration 33Q: 3 clusters Score -1672116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1672122.250000 Penalty: 4854.189453
	Iteration 34Q: 3 clusters Score -1672122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1672127.250000 Penalty: 4854.189453
	Iteration 35Q: 3 clusters Score -1672127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1672134.375000 Penalty: 4854.189453
	Iteration 36Q: 3 clusters Score -1672134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1672142.375000 Penalty: 4854.189453
	Iteration 37Q: 3 clusters Score -1672142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1672141.875000 Penalty: 4854.189453
	Iteration 38Q: 3 clusters Score -1672142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1672146.625000 Penalty: 4854.189453
	Iteration 39Q: 3 clusters Score -1672147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1672150.875000 Penalty: 4854.189453
	Iteration 40F: 3 clusters Score -1672151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1672153.250000 Penalty: 4854.189453
	Iteration 41Q: 3 clusters Score -1672153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1672157.750000 Penalty: 4854.189453
	Iteration 42Q: 3 clusters Score -1672158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1672157.125000 Penalty: 4854.189453
	Iteration 43Q: 3 clusters Score -1672157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1672157.875000 Penalty: 4854.189453
	Iteration 44Q: 3 clusters Score -1672158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1672158.500000 Penalty: 4854.189453
	Iteration 45Q: 3 clusters Score -1672158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1672158.875000 Penalty: 4854.189453
	Iteration 46Q: 3 clusters Score -1672159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1672161.250000 Penalty: 4854.189453
	Iteration 47Q: 3 clusters Score -1672161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1672159.625000 Penalty: 4854.189453
	Iteration 48Q: 3 clusters Score -1672160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1672163.250000 Penalty: 4854.189453
	Iteration 49Q: 3 clusters Score -1672163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1672162.250000 Penalty: 4854.189453
	Iteration 50Q: 3 clusters Score -1672162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1672163.625000 Penalty: 4854.189453
	Iteration 51Q: 3 clusters Score -1672164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1672161.500000 Penalty: 4854.189453
	Iteration 52Q: 3 clusters Score -1672162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1672165.000000 Penalty: 4854.189453
	Iteration 53Q: 3 clusters Score -1672165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1672164.500000 Penalty: 4854.189453
	Iteration 54Q: 3 clusters Score -1672164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1672161.125000 Penalty: 4854.189453
	Iteration 55Q: 3 clusters Score -1672161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1672161.625000 Penalty: 4854.189453
	Iteration 56Q: 3 clusters Score -1672162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1672164.750000 Penalty: 4854.189453
	Iteration 57Q: 3 clusters Score -1672165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1672162.375000 Penalty: 4854.189453
	Iteration 58Q: 3 clusters Score -1672162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1672162.000000 Penalty: 4854.189453
	Iteration 59Q: 3 clusters Score -1672162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1672162.375000 Penalty: 4854.189453
	Iteration 60F: 3 clusters Score -1672162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1672167.500000 Penalty: 4854.189453
	Iteration 61Q: 3 clusters Score -1672168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1672169.250000 Penalty: 4854.189453
	Iteration 62Q: 3 clusters Score -1672169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1672163.750000 Penalty: 4854.189453
	Iteration 63Q: 3 clusters Score -1672164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1672167.625000 Penalty: 4854.189453
	Iteration 64Q: 3 clusters Score -1672168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1672165.375000 Penalty: 4854.189453
	Iteration 65Q: 3 clusters Score -1672165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1672165.750000 Penalty: 4854.189453
	Iteration 66Q: 3 clusters Score -1672166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1672166.000000 Penalty: 4854.189453
	Iteration 67Q: 3 clusters Score -1672166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1672166.000000 Penalty: 4854.189453
	Iteration 68F: 3 clusters Score -1672166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Entering Unmasked Estep 
Score: -639617.187500 Penalty: 2191.456787
	Iteration 0F: 2 clusters Score -639617.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -633937.812500 Penalty: 4382.913574
	Iteration 0F: 3 clusters Score -633937.8 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -635546.687500 Penalty: 4382.913574
	Iteration 1F: 3 clusters Score -635546.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -635894.625000 Penalty: 4382.913574
	Iteration 2F: 3 clusters Score -635894.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -636165.750000 Penalty: 4382.913574
	Iteration 3F: 3 clusters Score -636165.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -636407.750000 Penalty: 4382.913574
	Iteration 4F: 3 clusters Score -636407.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -636572.000000 Penalty: 4382.913574
	Iteration 5Q: 3 clusters Score -636572 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -636701.437500 Penalty: 4382.913574
	Iteration 6Q: 3 clusters Score -636701.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -636811.187500 Penalty: 4382.913574
	Iteration 7Q: 3 clusters Score -636811.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -636901.500000 Penalty: 4382.913574
	Iteration 8Q: 3 clusters Score -636901.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -636974.500000 Penalty: 4382.913574
	Iteration 9Q: 3 clusters Score -636974.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -637020.312500 Penalty: 4382.913574
	Iteration 10Q: 3 clusters Score -637020.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -637057.687500 Penalty: 4382.913574
	Iteration 11Q: 3 clusters Score -637057.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -637088.312500 Penalty: 4382.913574
	Iteration 12Q: 3 clusters Score -637088.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -637117.250000 Penalty: 4382.913574
	Iteration 13Q: 3 clusters Score -637117.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -637139.812500 Penalty: 4382.913574
	Iteration 14Q: 3 clusters Score -637139.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -637160.687500 Penalty: 4382.913574
	Iteration 15Q: 3 clusters Score -637160.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -637176.937500 Penalty: 4382.913574
	Iteration 16Q: 3 clusters Score -637176.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -637192.187500 Penalty: 4382.913574
	Iteration 17Q: 3 clusters Score -637192.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -637209.625000 Penalty: 4382.913574
	Iteration 18Q: 3 clusters Score -637209.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -637233.187500 Penalty: 4382.913574
	Iteration 19Q: 3 clusters Score -637233.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -637251.875000 Penalty: 4382.913574
	Iteration 20F: 3 clusters Score -637251.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -637266.687500 Penalty: 4382.913574
	Iteration 21Q: 3 clusters Score -637266.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -637278.625000 Penalty: 4382.913574
	Iteration 22Q: 3 clusters Score -637278.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -637288.187500 Penalty: 4382.913574
	Iteration 23Q: 3 clusters Score -637288.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -637298.312500 Penalty: 4382.913574
	Iteration 24Q: 3 clusters Score -637298.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -637312.687500 Penalty: 4382.913574
	Iteration 25Q: 3 clusters Score -637312.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -637326.937500 Penalty: 4382.913574
	Iteration 26Q: 3 clusters Score -637326.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -637341.937500 Penalty: 4382.913574
	Iteration 27Q: 3 clusters Score -637341.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -637357.187500 Penalty: 4382.913574
	Iteration 28Q: 3 clusters Score -637357.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -637376.000000 Penalty: 4382.913574
	Iteration 29Q: 3 clusters Score -637376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -637391.812500 Penalty: 4382.913574
	Iteration 30Q: 3 clusters Score -637391.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -637408.375000 Penalty: 4382.913574
	Iteration 31Q: 3 clusters Score -637408.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -637428.437500 Penalty: 4382.913574
	Iteration 32Q: 3 clusters Score -637428.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -637442.562500 Penalty: 4382.913574
	Iteration 33Q: 3 clusters Score -637442.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -637454.562500 Penalty: 4382.913574
	Iteration 34Q: 3 clusters Score -637454.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -637464.750000 Penalty: 4382.913574
	Iteration 35Q: 3 clusters Score -637464.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -637476.000000 Penalty: 4382.913574
	Iteration 36Q: 3 clusters Score -637476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -637485.812500 Penalty: 4382.913574
	Iteration 37Q: 3 clusters Score -637485.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -637502.562500 Penalty: 4382.913574
	Iteration 38Q: 3 clusters Score -637502.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -637511.750000 Penalty: 4382.913574
	Iteration 39Q: 3 clusters Score -637511.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -637520.625000 Penalty: 4382.913574
	Iteration 40F: 3 clusters Score -637520.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -637525.937500 Penalty: 4382.913574
	Iteration 41Q: 3 clusters Score -637525.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -637532.625000 Penalty: 4382.913574
	Iteration 42Q: 3 clusters Score -637532.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -637543.500000 Penalty: 4382.913574
	Iteration 43Q: 3 clusters Score -637543.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -637554.312500 Penalty: 4382.913574
	Iteration 44Q: 3 clusters Score -637554.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -637563.500000 Penalty: 4382.913574
	Iteration 45Q: 3 clusters Score -637563.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -637571.500000 Penalty: 4382.913574
	Iteration 46Q: 3 clusters Score -637571.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -637577.000000 Penalty: 4382.913574
	Iteration 47Q: 3 clusters Score -637577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -637580.875000 Penalty: 4382.913574
	Iteration 48Q: 3 clusters Score -637580.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -637588.125000 Penalty: 4382.913574
	Iteration 49Q: 3 clusters Score -637588.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -637594.937500 Penalty: 4382.913574
	Iteration 50Q: 3 clusters Score -637594.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -637601.562500 Penalty: 4382.913574
	Iteration 51Q: 3 clusters Score -637601.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -637608.500000 Penalty: 4382.913574
	Iteration 52Q: 3 clusters Score -637608.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -637612.500000 Penalty: 4382.913574
	Iteration 53Q: 3 clusters Score -637612.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -637616.625000 Penalty: 4382.913574
	Iteration 54Q: 3 clusters Score -637616.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -637625.312500 Penalty: 4382.913574
	Iteration 55Q: 3 clusters Score -637625.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -637631.500000 Penalty: 4382.913574
	Iteration 56Q: 3 clusters Score -637631.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -637639.562500 Penalty: 4382.913574
	Iteration 57Q: 3 clusters Score -637639.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -637645.812500 Penalty: 4382.913574
	Iteration 58Q: 3 clusters Score -637645.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -637651.875000 Penalty: 4382.913574
	Iteration 59Q: 3 clusters Score -637651.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -637659.437500 Penalty: 4382.913574
	Iteration 60F: 3 clusters Score -637659.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -637664.125000 Penalty: 4382.913574
	Iteration 61Q: 3 clusters Score -637664.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -637668.875000 Penalty: 4382.913574
	Iteration 62Q: 3 clusters Score -637668.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -637674.062500 Penalty: 4382.913574
	Iteration 63Q: 3 clusters Score -637674.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -637676.062500 Penalty: 4382.913574
	Iteration 64Q: 3 clusters Score -637676.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -637679.187500 Penalty: 4382.913574
	Iteration 65Q: 3 clusters Score -637679.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -637681.437500 Penalty: 4382.913574
	Iteration 66Q: 3 clusters Score -637681.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -637689.000000 Penalty: 4382.913574
	Iteration 67Q: 3 clusters Score -637689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -637691.375000 Penalty: 4382.913574
	Iteration 68Q: 3 clusters Score -637691.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -637694.875000 Penalty: 4382.913574
	Iteration 69Q: 3 clusters Score -637694.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -637701.312500 Penalty: 4382.913574
	Iteration 70Q: 3 clusters Score -637701.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -637704.375000 Penalty: 4382.913574
	Iteration 71Q: 3 clusters Score -637704.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -637708.187500 Penalty: 4382.913574
	Iteration 72Q: 3 clusters Score -637708.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -637709.187500 Penalty: 4382.913574
	Iteration 73Q: 3 clusters Score -637709.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -637714.812500 Penalty: 4382.913574
	Iteration 74Q: 3 clusters Score -637714.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -637720.312500 Penalty: 4382.913574
	Iteration 75Q: 3 clusters Score -637720.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -637724.687500 Penalty: 4382.913574
	Iteration 76Q: 3 clusters Score -637724.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -637727.875000 Penalty: 4382.913574
	Iteration 77Q: 3 clusters Score -637727.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -637731.687500 Penalty: 4382.913574
	Iteration 78Q: 3 clusters Score -637731.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -637739.375000 Penalty: 4382.913574
	Iteration 79Q: 3 clusters Score -637739.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -637743.312500 Penalty: 4382.913574
	Iteration 80F: 3 clusters Score -637743.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -637743.812500 Penalty: 4382.913574
	Iteration 81Q: 3 clusters Score -637743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -637745.312500 Penalty: 4382.913574
	Iteration 82Q: 3 clusters Score -637745.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -637746.937500 Penalty: 4382.913574
	Iteration 83Q: 3 clusters Score -637746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -637747.250000 Penalty: 4382.913574
	Iteration 84Q: 3 clusters Score -637747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -637749.062500 Penalty: 4382.913574
	Iteration 85Q: 3 clusters Score -637749.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -637750.625000 Penalty: 4382.913574
	Iteration 86Q: 3 clusters Score -637750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -637750.562500 Penalty: 4382.913574
	Iteration 87Q: 3 clusters Score -637750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -637750.375000 Penalty: 4382.913574
	Iteration 88Q: 3 clusters Score -637750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -637751.500000 Penalty: 4382.913574
	Iteration 89Q: 3 clusters Score -637751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -637752.812500 Penalty: 4382.913574
	Iteration 90Q: 3 clusters Score -637752.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -637757.312500 Penalty: 4382.913574
	Iteration 91Q: 3 clusters Score -637757.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -637758.125000 Penalty: 4382.913574
	Iteration 92Q: 3 clusters Score -637758.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -637762.250000 Penalty: 4382.913574
	Iteration 93Q: 3 clusters Score -637762.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -637762.812500 Penalty: 4382.913574
	Iteration 94Q: 3 clusters Score -637762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -637763.937500 Penalty: 4382.913574
	Iteration 95Q: 3 clusters Score -637763.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -637765.750000 Penalty: 4382.913574
	Iteration 96Q: 3 clusters Score -637765.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -637766.000000 Penalty: 4382.913574
	Iteration 97Q: 3 clusters Score -637766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -637768.062500 Penalty: 4382.913574
	Iteration 98Q: 3 clusters Score -637768.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -637768.062500 Penalty: 4382.913574
	Iteration 99F: 3 clusters Score -637768.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (55281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Entering Unmasked Estep 
Score: -5390342.500000 Penalty: 2708.205566
	Iteration 0F: 2 clusters Score -5390342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -5353298.500000 Penalty: 5416.411133
	Iteration 0F: 3 clusters Score -5353298 nChanged 25570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -5368126.000000 Penalty: 5416.411133
	Iteration 1F: 3 clusters Score -5368126 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -5370424.500000 Penalty: 5416.411133
	Iteration 2F: 3 clusters Score -5370424 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -5374638.500000 Penalty: 5416.411133
	Iteration 3F: 3 clusters Score -5374638 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -5380900.000000 Penalty: 5416.411133
	Iteration 4F: 3 clusters Score -5380900 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -5387753.000000 Penalty: 5416.411133
	Iteration 5F: 3 clusters Score -5387753 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -5393032.000000 Penalty: 5416.411133
	Iteration 6F: 3 clusters Score -5393032 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -5395974.500000 Penalty: 5416.411133
	Iteration 7Q: 3 clusters Score -5395974 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -5396834.500000 Penalty: 5416.411133
	Iteration 8Q: 3 clusters Score -5396834 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -5397112.500000 Penalty: 5416.411133
	Iteration 9Q: 3 clusters Score -5397112 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -5397238.500000 Penalty: 5416.411133
	Iteration 10Q: 3 clusters Score -5397238 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -5397313.000000 Penalty: 5416.411133
	Iteration 11Q: 3 clusters Score -5397313 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -5397332.000000 Penalty: 5416.411133
	Iteration 12Q: 3 clusters Score -5397332 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -5397342.000000 Penalty: 5416.411133
	Iteration 13Q: 3 clusters Score -5397342 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -5397327.000000 Penalty: 5416.411133
	Iteration 14Q: 3 clusters Score -5397327 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -5397338.000000 Penalty: 5416.411133
	Iteration 15Q: 3 clusters Score -5397338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -5397344.000000 Penalty: 5416.411133
	Iteration 16Q: 3 clusters Score -5397344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -5397340.500000 Penalty: 5416.411133
	Iteration 17Q: 3 clusters Score -5397340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -5397336.500000 Penalty: 5416.411133
	Iteration 18Q: 3 clusters Score -5397336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -5397337.500000 Penalty: 5416.411133
	Iteration 19Q: 3 clusters Score -5397338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -5397340.000000 Penalty: 5416.411133
	Iteration 20F: 3 clusters Score -5397340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -5397342.500000 Penalty: 5416.411133
	Iteration 21Q: 3 clusters Score -5397342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -5397342.500000 Penalty: 5416.411133
	Iteration 22F: 3 clusters Score -5397342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 269448 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 141911 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 6803 members 
Mstep: Class 10 contains 140280 members 
Mstep: Class 11 contains 32400 members 
Mstep: Class 12 contains 26308 members 
Mstep: Class 13 contains 23363 members 
Mstep: Class 14 contains 32441 members 
Mstep: Class 15 contains 141142 members 
Mstep: Class 16 contains 86791 members 
Mstep: Class 17 contains 4521 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 17795 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 43118 members 
Mstep: Class 22 contains 8190 members 
Mstep: Class 23 contains 6861 members 
Mstep: Class 24 contains 11488 members 
Mstep: Class 25 contains 91155 members 
Mstep: Class 26 contains 17765 members 
Mstep: Class 27 contains 360816 members 
Mstep: Class 28 contains 9107 members 
Mstep: Class 29 contains 10372 members 
Mstep: Class 30 contains 12163 members 
Entering Unmasked Estep 
Score: -156991248.000000 Penalty: 106369.406250
Splitting cluster 21 changes total score from -156932800.000000 to -156991248.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (8190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Entering Unmasked Estep 
Score: -754466.750000 Penalty: 2234.645752
	Iteration 0F: 2 clusters Score -754466.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -748095.875000 Penalty: 4469.291504
	Iteration 0F: 3 clusters Score -748095.9 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -750412.125000 Penalty: 4469.291504
	Iteration 1F: 3 clusters Score -750412.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -751260.687500 Penalty: 4469.291504
	Iteration 2F: 3 clusters Score -751260.7 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -752137.000000 Penalty: 4469.291504
	Iteration 3F: 3 clusters Score -752137 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -752941.937500 Penalty: 4469.291504
	Iteration 4F: 3 clusters Score -752941.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -753587.062500 Penalty: 4469.291504
	Iteration 5F: 3 clusters Score -753587.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -754075.062500 Penalty: 4469.291504
	Iteration 6F: 3 clusters Score -754075.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -754544.562500 Penalty: 4469.291504
	Iteration 7F: 3 clusters Score -754544.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -755060.875000 Penalty: 4469.291504
	Iteration 8Q: 3 clusters Score -755060.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -755605.062500 Penalty: 4469.291504
	Iteration 9Q: 3 clusters Score -755605.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -756267.062500 Penalty: 4469.291504
	Iteration 10Q: 3 clusters Score -756267.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -757365.250000 Penalty: 4469.291504
	Iteration 11F: 3 clusters Score -757365.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -759147.500000 Penalty: 4469.291504
	Iteration 12Q: 3 clusters Score -759147.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -760101.750000 Penalty: 4469.291504
	Iteration 13Q: 3 clusters Score -760101.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -760592.750000 Penalty: 4469.291504
	Iteration 14Q: 3 clusters Score -760592.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -761147.562500 Penalty: 4469.291504
	Iteration 15Q: 3 clusters Score -761147.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -761551.437500 Penalty: 4469.291504
	Iteration 16Q: 3 clusters Score -761551.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -761751.625000 Penalty: 4469.291504
	Iteration 17Q: 3 clusters Score -761751.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -761843.562500 Penalty: 4469.291504
	Iteration 18Q: 3 clusters Score -761843.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -761936.937500 Penalty: 4469.291504
	Iteration 19Q: 3 clusters Score -761936.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -762037.187500 Penalty: 4469.291504
	Iteration 20F: 3 clusters Score -762037.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -762072.937500 Penalty: 4469.291504
	Iteration 21Q: 3 clusters Score -762072.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -762088.187500 Penalty: 4469.291504
	Iteration 22Q: 3 clusters Score -762088.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -762096.437500 Penalty: 4469.291504
	Iteration 23Q: 3 clusters Score -762096.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -762105.625000 Penalty: 4469.291504
	Iteration 24Q: 3 clusters Score -762105.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -762110.062500 Penalty: 4469.291504
	Iteration 25Q: 3 clusters Score -762110.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -762113.187500 Penalty: 4469.291504
	Iteration 26Q: 3 clusters Score -762113.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -762117.500000 Penalty: 4469.291504
	Iteration 27Q: 3 clusters Score -762117.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -762122.875000 Penalty: 4469.291504
	Iteration 28Q: 3 clusters Score -762122.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -762123.562500 Penalty: 4469.291504
	Iteration 29Q: 3 clusters Score -762123.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -762125.062500 Penalty: 4469.291504
	Iteration 30Q: 3 clusters Score -762125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -762125.062500 Penalty: 4469.291504
	Iteration 31F: 3 clusters Score -762125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 269448 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 141911 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 6803 members 
Mstep: Class 10 contains 140280 members 
Mstep: Class 11 contains 32400 members 
Mstep: Class 12 contains 26308 members 
Mstep: Class 13 contains 23363 members 
Mstep: Class 14 contains 32441 members 
Mstep: Class 15 contains 141142 members 
Mstep: Class 16 contains 86791 members 
Mstep: Class 17 contains 4521 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 17795 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 43118 members 
Mstep: Class 22 contains 3534 members 
Mstep: Class 23 contains 6861 members 
Mstep: Class 24 contains 11488 members 
Mstep: Class 25 contains 91155 members 
Mstep: Class 26 contains 17765 members 
Mstep: Class 27 contains 360816 members 
Mstep: Class 28 contains 9107 members 
Mstep: Class 29 contains 10372 members 
Mstep: Class 30 contains 12163 members 
Mstep: Class 31 contains 4656 members 
Entering Unmasked Estep 
Score: -156999008.000000 Penalty: 109915.046875
Splitting cluster 22 changes total score from -156932800.000000 to -156999008.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 269448 members 
Mstep: Class 7 contains 141911 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 6803 members 
Mstep: Class 10 contains 140280 members 
Mstep: Class 12 contains 26308 members 
Mstep: Class 13 contains 23363 members 
Mstep: Class 14 contains 32441 members 
Mstep: Class 15 contains 141142 members 
Mstep: Class 16 contains 86791 members 
Mstep: Class 17 contains 4521 members 
Mstep: Class 18 contains 42859 members 
Mstep: Class 19 contains 17795 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 43118 members 
Mstep: Class 22 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157020176.000000 Penalty: 109915.046875
Iteration 39Q: 32 clusters Score -1.570202e+08 nChanged 49049
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 20954 members 
Mstep: Class 3 contains 10977 members 
Mstep: Class 4 contains 12454 members 
Mstep: Class 5 contains 272831 members 
Mstep: Class 6 contains 5062 members 
Mstep: Class 7 contains 150097 members 
Mstep: Class 8 contains 7358 members 
Mstep: Class 9 contains 7027 members 
Mstep: Class 10 contains 141270 members 
Mstep: Class 11 contains 31597 members 
Mstep: Class 12 contains 28291 members 
Mstep: Class 13 contains 23052 members 
Mstep: Class 14 contains 32189 members 
Mstep: Class 15 contains 136986 members 
Mstep: Class 16 contains 86014 members 
Mstep: Class 17 contains 4559 members 
Mstep: Class 18 contains 42330 members 
Mstep: Class 19 contains 17995 members 
Mstep: Class 20 contains 7206 members 
Mstep: Class 21 contains 43900 members 
Mstep: Class 22 contains 3871 members 
Mstep: Class 23 contains 6558 members 
Mstep: Class 24 contains 11432 members 
Mstep: Class 25 contains 89244 members 
Mstep: Class 26 contains 17522 members 
Mstep: Class 27 contains 353474 members 
Mstep: Class 28 contains 9144 members 
Mstep: Class 29 contains 10473 members 
Mstep: Class 30 contains 12251 members 
Mstep: Class 31 contains 4574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157042976.000000 Penalty: 109915.046875
Iteration 40F: 32 clusters Score -1.57043e+08 nChanged 36698
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 10692 members 
Mstep: Class 4 contains 11628 members 
Mstep: Class 5 contains 274221 members 
Mstep: Class 6 contains 5575 members 
Mstep: Class 7 contains 154871 members 
Mstep: Class 8 contains 7668 members 
Mstep: Class 9 contains 7160 members 
Mstep: Class 10 contains 141721 members 
Mstep: Class 11 contains 31007 members 
Mstep: Class 12 contains 29418 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 31871 members 
Mstep: Class 15 contains 131836 members 
Mstep: Class 16 contains 84404 members 
Mstep: Class 17 contains 3881 members 
Mstep: Class 18 contains 41643 members 
Mstep: Class 19 contains 18240 members 
Mstep: Class 20 contains 7974 members 
Mstep: Class 21 contains 43484 members 
Mstep: Class 22 contains 3880 members 
Mstep: Class 23 contains 6864 members 
Mstep: Class 24 contains 12193 members 
Mstep: Class 25 contains 88948 members 
Mstep: Class 26 contains 17388 members 
Mstep: Class 27 contains 353816 members 
Mstep: Class 28 contains 9188 members 
Mstep: Class 29 contains 10892 members 
Mstep: Class 30 contains 13084 members 
Mstep: Class 31 contains 4541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157052608.000000 Penalty: 109915.046875
Iteration 41Q: 32 clusters Score -1.570526e+08 nChanged 25070
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 20151 members 
Mstep: Class 3 contains 10468 members 
Mstep: Class 4 contains 11327 members 
Mstep: Class 5 contains 275766 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 159056 members 
Mstep: Class 8 contains 7906 members 
Mstep: Class 9 contains 7225 members 
Mstep: Class 10 contains 142328 members 
Mstep: Class 11 contains 30532 members 
Mstep: Class 12 contains 30729 members 
Mstep: Class 13 contains 22223 members 
Mstep: Class 14 contains 31638 members 
Mstep: Class 15 contains 126900 members 
Mstep: Class 16 contains 83096 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 41020 members 
Mstep: Class 19 contains 18464 members 
Mstep: Class 20 contains 8611 members 
Mstep: Class 21 contains 43218 members 
Mstep: Class 22 contains 3932 members 
Mstep: Class 23 contains 6989 members 
Mstep: Class 24 contains 12761 members 
Mstep: Class 25 contains 88447 members 
Mstep: Class 26 contains 17293 members 
Mstep: Class 27 contains 353463 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 11164 members 
Mstep: Class 30 contains 13601 members 
Mstep: Class 31 contains 4517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157058480.000000 Penalty: 109915.046875
Iteration 42Q: 32 clusters Score -1.570585e+08 nChanged 20354
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 19833 members 
Mstep: Class 3 contains 10267 members 
Mstep: Class 4 contains 11134 members 
Mstep: Class 5 contains 277237 members 
Mstep: Class 6 contains 6249 members 
Mstep: Class 7 contains 162694 members 
Mstep: Class 8 contains 8076 members 
Mstep: Class 9 contains 7287 members 
Mstep: Class 10 contains 143030 members 
Mstep: Class 11 contains 30223 members 
Mstep: Class 12 contains 32158 members 
Mstep: Class 13 contains 21867 members 
Mstep: Class 14 contains 31395 members 
Mstep: Class 15 contains 122283 members 
Mstep: Class 16 contains 81977 members 
Mstep: Class 17 contains 3278 members 
Mstep: Class 18 contains 40487 members 
Mstep: Class 19 contains 18698 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 42995 members 
Mstep: Class 22 contains 3969 members 
Mstep: Class 23 contains 7104 members 
Mstep: Class 24 contains 13275 members 
Mstep: Class 25 contains 87880 members 
Mstep: Class 26 contains 17210 members 
Mstep: Class 27 contains 352881 members 
Mstep: Class 28 contains 9285 members 
Mstep: Class 29 contains 11388 members 
Mstep: Class 30 contains 13981 members 
Mstep: Class 31 contains 4504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157063584.000000 Penalty: 109915.046875
Iteration 43Q: 32 clusters Score -1.570636e+08 nChanged 17542
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 19546 members 
Mstep: Class 3 contains 10097 members 
Mstep: Class 4 contains 10954 members 
Mstep: Class 5 contains 278588 members 
Mstep: Class 6 contains 6525 members 
Mstep: Class 7 contains 166112 members 
Mstep: Class 8 contains 8175 members 
Mstep: Class 9 contains 7344 members 
Mstep: Class 10 contains 143686 members 
Mstep: Class 11 contains 29917 members 
Mstep: Class 12 contains 33648 members 
Mstep: Class 13 contains 21537 members 
Mstep: Class 14 contains 31208 members 
Mstep: Class 15 contains 117874 members 
Mstep: Class 16 contains 81068 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 18 contains 40035 members 
Mstep: Class 19 contains 18884 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 42830 members 
Mstep: Class 22 contains 3989 members 
Mstep: Class 23 contains 7206 members 
Mstep: Class 24 contains 13738 members 
Mstep: Class 25 contains 87341 members 
Mstep: Class 26 contains 17154 members 
Mstep: Class 27 contains 352301 members 
Mstep: Class 28 contains 9337 members 
Mstep: Class 29 contains 11536 members 
Mstep: Class 30 contains 14283 members 
Mstep: Class 31 contains 4494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157067136.000000 Penalty: 109915.046875
Iteration 44Q: 32 clusters Score -1.570671e+08 nChanged 15739
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 19261 members 
Mstep: Class 3 contains 9942 members 
Mstep: Class 4 contains 10795 members 
Mstep: Class 5 contains 279839 members 
Mstep: Class 6 contains 6775 members 
Mstep: Class 7 contains 169214 members 
Mstep: Class 8 contains 8239 members 
Mstep: Class 9 contains 7373 members 
Mstep: Class 10 contains 144317 members 
Mstep: Class 11 contains 29660 members 
Mstep: Class 12 contains 35209 members 
Mstep: Class 13 contains 21233 members 
Mstep: Class 14 contains 31027 members 
Mstep: Class 15 contains 113841 members 
Mstep: Class 16 contains 80243 members 
Mstep: Class 17 contains 2927 members 
Mstep: Class 18 contains 39626 members 
Mstep: Class 19 contains 19110 members 
Mstep: Class 20 contains 9973 members 
Mstep: Class 21 contains 42659 members 
Mstep: Class 22 contains 3997 members 
Mstep: Class 23 contains 7299 members 
Mstep: Class 24 contains 14170 members 
Mstep: Class 25 contains 86837 members 
Mstep: Class 26 contains 17137 members 
Mstep: Class 27 contains 351644 members 
Mstep: Class 28 contains 9370 members 
Mstep: Class 29 contains 11641 members 
Mstep: Class 30 contains 14538 members 
Mstep: Class 31 contains 4484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157070192.000000 Penalty: 109915.046875
Iteration 45Q: 32 clusters Score -1.570702e+08 nChanged 14495
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 18995 members 
Mstep: Class 3 contains 9804 members 
Mstep: Class 4 contains 10592 members 
Mstep: Class 5 contains 280929 members 
Mstep: Class 6 contains 7034 members 
Mstep: Class 7 contains 172198 members 
Mstep: Class 8 contains 8287 members 
Mstep: Class 9 contains 7405 members 
Mstep: Class 10 contains 144897 members 
Mstep: Class 11 contains 29412 members 
Mstep: Class 12 contains 36852 members 
Mstep: Class 13 contains 20902 members 
Mstep: Class 14 contains 30888 members 
Mstep: Class 15 contains 110033 members 
Mstep: Class 16 contains 79557 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 39257 members 
Mstep: Class 19 contains 19338 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 42515 members 
Mstep: Class 22 contains 4019 members 
Mstep: Class 23 contains 7408 members 
Mstep: Class 24 contains 14543 members 
Mstep: Class 25 contains 86250 members 
Mstep: Class 26 contains 17137 members 
Mstep: Class 27 contains 350963 members 
Mstep: Class 28 contains 9400 members 
Mstep: Class 29 contains 11726 members 
Mstep: Class 30 contains 14740 members 
Mstep: Class 31 contains 4478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157072400.000000 Penalty: 109915.046875
Iteration 46Q: 32 clusters Score -1.570724e+08 nChanged 13614
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 18727 members 
Mstep: Class 3 contains 9652 members 
Mstep: Class 4 contains 10399 members 
Mstep: Class 5 contains 281918 members 
Mstep: Class 6 contains 7274 members 
Mstep: Class 7 contains 175057 members 
Mstep: Class 8 contains 8312 members 
Mstep: Class 9 contains 7421 members 
Mstep: Class 10 contains 145454 members 
Mstep: Class 11 contains 29126 members 
Mstep: Class 12 contains 38552 members 
Mstep: Class 13 contains 20598 members 
Mstep: Class 14 contains 30771 members 
Mstep: Class 15 contains 106357 members 
Mstep: Class 16 contains 79010 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 38945 members 
Mstep: Class 19 contains 19577 members 
Mstep: Class 20 contains 10525 members 
Mstep: Class 21 contains 42378 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 7524 members 
Mstep: Class 24 contains 14881 members 
Mstep: Class 25 contains 85668 members 
Mstep: Class 26 contains 17137 members 
Mstep: Class 27 contains 350230 members 
Mstep: Class 28 contains 9430 members 
Mstep: Class 29 contains 11793 members 
Mstep: Class 30 contains 14920 members 
Mstep: Class 31 contains 4472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157075968.000000 Penalty: 109915.046875
Iteration 47Q: 32 clusters Score -1.57076e+08 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 18494 members 
Mstep: Class 3 contains 9512 members 
Mstep: Class 4 contains 10226 members 
Mstep: Class 5 contains 282833 members 
Mstep: Class 6 contains 7476 members 
Mstep: Class 7 contains 177794 members 
Mstep: Class 8 contains 8345 members 
Mstep: Class 9 contains 7425 members 
Mstep: Class 10 contains 145925 members 
Mstep: Class 11 contains 28855 members 
Mstep: Class 12 contains 40279 members 
Mstep: Class 13 contains 20316 members 
Mstep: Class 14 contains 30663 members 
Mstep: Class 15 contains 102753 members 
Mstep: Class 16 contains 78531 members 
Mstep: Class 17 contains 2563 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 19792 members 
Mstep: Class 20 contains 10747 members 
Mstep: Class 21 contains 42238 members 
Mstep: Class 22 contains 4062 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 15168 members 
Mstep: Class 25 contains 85122 members 
Mstep: Class 26 contains 17133 members 
Mstep: Class 27 contains 349558 members 
Mstep: Class 28 contains 9463 members 
Mstep: Class 29 contains 11839 members 
Mstep: Class 30 contains 15083 members 
Mstep: Class 31 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157078656.000000 Penalty: 109915.046875
Iteration 48Q: 32 clusters Score -1.570787e+08 nChanged 12139
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 18298 members 
Mstep: Class 3 contains 9365 members 
Mstep: Class 4 contains 10077 members 
Mstep: Class 5 contains 283647 members 
Mstep: Class 6 contains 7653 members 
Mstep: Class 7 contains 180372 members 
Mstep: Class 8 contains 8369 members 
Mstep: Class 9 contains 7423 members 
Mstep: Class 10 contains 146283 members 
Mstep: Class 11 contains 28622 members 
Mstep: Class 12 contains 42136 members 
Mstep: Class 13 contains 20056 members 
Mstep: Class 14 contains 30567 members 
Mstep: Class 15 contains 99299 members 
Mstep: Class 16 contains 78126 members 
Mstep: Class 17 contains 2468 members 
Mstep: Class 18 contains 38455 members 
Mstep: Class 19 contains 20022 members 
Mstep: Class 20 contains 10950 members 
Mstep: Class 21 contains 42101 members 
Mstep: Class 22 contains 4093 members 
Mstep: Class 23 contains 7685 members 
Mstep: Class 24 contains 15421 members 
Mstep: Class 25 contains 84621 members 
Mstep: Class 26 contains 17120 members 
Mstep: Class 27 contains 348840 members 
Mstep: Class 28 contains 9481 members 
Mstep: Class 29 contains 11860 members 
Mstep: Class 30 contains 15227 members 
Mstep: Class 31 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157081184.000000 Penalty: 109915.046875
Iteration 49Q: 32 clusters Score -1.570812e+08 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 18119 members 
Mstep: Class 3 contains 9214 members 
Mstep: Class 4 contains 9942 members 
Mstep: Class 5 contains 284275 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 182790 members 
Mstep: Class 8 contains 8390 members 
Mstep: Class 9 contains 7420 members 
Mstep: Class 10 contains 146600 members 
Mstep: Class 11 contains 28418 members 
Mstep: Class 12 contains 44034 members 
Mstep: Class 13 contains 19817 members 
Mstep: Class 14 contains 30478 members 
Mstep: Class 15 contains 96077 members 
Mstep: Class 16 contains 77766 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 38296 members 
Mstep: Class 19 contains 20201 members 
Mstep: Class 20 contains 11177 members 
Mstep: Class 21 contains 41913 members 
Mstep: Class 22 contains 4129 members 
Mstep: Class 23 contains 7743 members 
Mstep: Class 24 contains 15632 members 
Mstep: Class 25 contains 84129 members 
Mstep: Class 26 contains 17126 members 
Mstep: Class 27 contains 348171 members 
Mstep: Class 28 contains 9494 members 
Mstep: Class 29 contains 11906 members 
Mstep: Class 30 contains 15322 members 
Mstep: Class 31 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157082016.000000 Penalty: 109915.046875
Iteration 50Q: 32 clusters Score -1.57082e+08 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 9085 members 
Mstep: Class 4 contains 9815 members 
Mstep: Class 5 contains 284825 members 
Mstep: Class 6 contains 7986 members 
Mstep: Class 7 contains 185099 members 
Mstep: Class 8 contains 8411 members 
Mstep: Class 9 contains 7418 members 
Mstep: Class 10 contains 146916 members 
Mstep: Class 11 contains 28180 members 
Mstep: Class 12 contains 46075 members 
Mstep: Class 13 contains 19609 members 
Mstep: Class 14 contains 30396 members 
Mstep: Class 15 contains 92863 members 
Mstep: Class 16 contains 77456 members 
Mstep: Class 17 contains 2319 members 
Mstep: Class 18 contains 38152 members 
Mstep: Class 19 contains 20352 members 
Mstep: Class 20 contains 11384 members 
Mstep: Class 21 contains 41712 members 
Mstep: Class 22 contains 4150 members 
Mstep: Class 23 contains 7804 members 
Mstep: Class 24 contains 15829 members 
Mstep: Class 25 contains 83639 members 
Mstep: Class 26 contains 17142 members 
Mstep: Class 27 contains 347545 members 
Mstep: Class 28 contains 9508 members 
Mstep: Class 29 contains 11949 members 
Mstep: Class 30 contains 15405 members 
Mstep: Class 31 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157084496.000000 Penalty: 109915.046875
Iteration 51Q: 32 clusters Score -1.570845e+08 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 17815 members 
Mstep: Class 3 contains 8976 members 
Mstep: Class 4 contains 9668 members 
Mstep: Class 5 contains 285306 members 
Mstep: Class 6 contains 8139 members 
Mstep: Class 7 contains 187218 members 
Mstep: Class 8 contains 8422 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 147239 members 
Mstep: Class 11 contains 27973 members 
Mstep: Class 12 contains 48189 members 
Mstep: Class 13 contains 19447 members 
Mstep: Class 14 contains 30333 members 
Mstep: Class 15 contains 89743 members 
Mstep: Class 16 contains 77197 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 38032 members 
Mstep: Class 19 contains 20506 members 
Mstep: Class 20 contains 11565 members 
Mstep: Class 21 contains 41524 members 
Mstep: Class 22 contains 4163 members 
Mstep: Class 23 contains 7863 members 
Mstep: Class 24 contains 16031 members 
Mstep: Class 25 contains 83194 members 
Mstep: Class 26 contains 17165 members 
Mstep: Class 27 contains 346818 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 11987 members 
Mstep: Class 30 contains 15487 members 
Mstep: Class 31 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157086272.000000 Penalty: 109915.046875
Iteration 52Q: 32 clusters Score -1.570863e+08 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 17678 members 
Mstep: Class 3 contains 8863 members 
Mstep: Class 4 contains 9528 members 
Mstep: Class 5 contains 285706 members 
Mstep: Class 6 contains 8272 members 
Mstep: Class 7 contains 189307 members 
Mstep: Class 8 contains 8430 members 
Mstep: Class 9 contains 7407 members 
Mstep: Class 10 contains 147496 members 
Mstep: Class 11 contains 27804 members 
Mstep: Class 12 contains 50495 members 
Mstep: Class 13 contains 19301 members 
Mstep: Class 14 contains 30246 members 
Mstep: Class 15 contains 86650 members 
Mstep: Class 16 contains 76952 members 
Mstep: Class 17 contains 2199 members 
Mstep: Class 18 contains 37947 members 
Mstep: Class 19 contains 20654 members 
Mstep: Class 20 contains 11734 members 
Mstep: Class 21 contains 41341 members 
Mstep: Class 22 contains 4188 members 
Mstep: Class 23 contains 7898 members 
Mstep: Class 24 contains 16177 members 
Mstep: Class 25 contains 82746 members 
Mstep: Class 26 contains 17186 members 
Mstep: Class 27 contains 346051 members 
Mstep: Class 28 contains 9543 members 
Mstep: Class 29 contains 12022 members 
Mstep: Class 30 contains 15545 members 
Mstep: Class 31 contains 4459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157088592.000000 Penalty: 109915.046875
Iteration 53Q: 32 clusters Score -1.570886e+08 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 17538 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 9392 members 
Mstep: Class 5 contains 286056 members 
Mstep: Class 6 contains 8390 members 
Mstep: Class 7 contains 191292 members 
Mstep: Class 8 contains 8440 members 
Mstep: Class 9 contains 7404 members 
Mstep: Class 10 contains 147680 members 
Mstep: Class 11 contains 27651 members 
Mstep: Class 12 contains 52883 members 
Mstep: Class 13 contains 19159 members 
Mstep: Class 14 contains 30163 members 
Mstep: Class 15 contains 83589 members 
Mstep: Class 16 contains 76748 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 37884 members 
Mstep: Class 19 contains 20769 members 
Mstep: Class 20 contains 11893 members 
Mstep: Class 21 contains 41197 members 
Mstep: Class 22 contains 4215 members 
Mstep: Class 23 contains 7927 members 
Mstep: Class 24 contains 16310 members 
Mstep: Class 25 contains 82272 members 
Mstep: Class 26 contains 17204 members 
Mstep: Class 27 contains 345360 members 
Mstep: Class 28 contains 9551 members 
Mstep: Class 29 contains 12054 members 
Mstep: Class 30 contains 15584 members 
Mstep: Class 31 contains 4456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157090544.000000 Penalty: 109915.046875
Iteration 54Q: 32 clusters Score -1.570905e+08 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 17419 members 
Mstep: Class 3 contains 8658 members 
Mstep: Class 4 contains 9261 members 
Mstep: Class 5 contains 286354 members 
Mstep: Class 6 contains 8497 members 
Mstep: Class 7 contains 193159 members 
Mstep: Class 8 contains 8448 members 
Mstep: Class 9 contains 7398 members 
Mstep: Class 10 contains 147814 members 
Mstep: Class 11 contains 27496 members 
Mstep: Class 12 contains 55466 members 
Mstep: Class 13 contains 19033 members 
Mstep: Class 14 contains 30085 members 
Mstep: Class 15 contains 80575 members 
Mstep: Class 16 contains 76525 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 37824 members 
Mstep: Class 19 contains 20885 members 
Mstep: Class 20 contains 12024 members 
Mstep: Class 21 contains 41047 members 
Mstep: Class 22 contains 4238 members 
Mstep: Class 23 contains 7967 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 81812 members 
Mstep: Class 26 contains 17226 members 
Mstep: Class 27 contains 344612 members 
Mstep: Class 28 contains 9559 members 
Mstep: Class 29 contains 12085 members 
Mstep: Class 30 contains 15624 members 
Mstep: Class 31 contains 4455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157092176.000000 Penalty: 109915.046875
Iteration 55Q: 32 clusters Score -1.570922e+08 nChanged 10825
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 17299 members 
Mstep: Class 3 contains 8538 members 
Mstep: Class 4 contains 9139 members 
Mstep: Class 5 contains 286584 members 
Mstep: Class 6 contains 8586 members 
Mstep: Class 7 contains 194872 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 7385 members 
Mstep: Class 10 contains 147943 members 
Mstep: Class 11 contains 27339 members 
Mstep: Class 12 contains 58208 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 29989 members 
Mstep: Class 15 contains 77659 members 
Mstep: Class 16 contains 76290 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 37789 members 
Mstep: Class 19 contains 20984 members 
Mstep: Class 20 contains 12153 members 
Mstep: Class 21 contains 40902 members 
Mstep: Class 22 contains 4265 members 
Mstep: Class 23 contains 7991 members 
Mstep: Class 24 contains 16558 members 
Mstep: Class 25 contains 81384 members 
Mstep: Class 26 contains 17247 members 
Mstep: Class 27 contains 343882 members 
Mstep: Class 28 contains 9561 members 
Mstep: Class 29 contains 12113 members 
Mstep: Class 30 contains 15657 members 
Mstep: Class 31 contains 4453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157093936.000000 Penalty: 109915.046875
Iteration 56Q: 32 clusters Score -1.570939e+08 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 17200 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 9014 members 
Mstep: Class 5 contains 286737 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 196522 members 
Mstep: Class 8 contains 8469 members 
Mstep: Class 9 contains 7377 members 
Mstep: Class 10 contains 148066 members 
Mstep: Class 11 contains 27176 members 
Mstep: Class 12 contains 61014 members 
Mstep: Class 13 contains 18755 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 74819 members 
Mstep: Class 16 contains 76056 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 37782 members 
Mstep: Class 19 contains 21051 members 
Mstep: Class 20 contains 12294 members 
Mstep: Class 21 contains 40771 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 7989 members 
Mstep: Class 24 contains 16682 members 
Mstep: Class 25 contains 80976 members 
Mstep: Class 26 contains 17265 members 
Mstep: Class 27 contains 343073 members 
Mstep: Class 28 contains 9564 members 
Mstep: Class 29 contains 12152 members 
Mstep: Class 30 contains 15689 members 
Mstep: Class 31 contains 4451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157095536.000000 Penalty: 109915.046875
Iteration 57Q: 32 clusters Score -1.570955e+08 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 17088 members 
Mstep: Class 3 contains 8331 members 
Mstep: Class 4 contains 8882 members 
Mstep: Class 5 contains 286812 members 
Mstep: Class 6 contains 8751 members 
Mstep: Class 7 contains 198049 members 
Mstep: Class 8 contains 8479 members 
Mstep: Class 9 contains 7365 members 
Mstep: Class 10 contains 148077 members 
Mstep: Class 11 contains 27014 members 
Mstep: Class 12 contains 63990 members 
Mstep: Class 13 contains 18642 members 
Mstep: Class 14 contains 29863 members 
Mstep: Class 15 contains 72125 members 
Mstep: Class 16 contains 75786 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 37774 members 
Mstep: Class 19 contains 21138 members 
Mstep: Class 20 contains 12405 members 
Mstep: Class 21 contains 40646 members 
Mstep: Class 22 contains 4293 members 
Mstep: Class 23 contains 8007 members 
Mstep: Class 24 contains 16794 members 
Mstep: Class 25 contains 80568 members 
Mstep: Class 26 contains 17285 members 
Mstep: Class 27 contains 342288 members 
Mstep: Class 28 contains 9565 members 
Mstep: Class 29 contains 12175 members 
Mstep: Class 30 contains 15716 members 
Mstep: Class 31 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157097216.000000 Penalty: 109915.046875
Iteration 58Q: 32 clusters Score -1.570972e+08 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 16990 members 
Mstep: Class 3 contains 8244 members 
Mstep: Class 4 contains 8782 members 
Mstep: Class 5 contains 286825 members 
Mstep: Class 6 contains 8818 members 
Mstep: Class 7 contains 199472 members 
Mstep: Class 8 contains 8483 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 148080 members 
Mstep: Class 11 contains 26862 members 
Mstep: Class 12 contains 67022 members 
Mstep: Class 13 contains 18556 members 
Mstep: Class 14 contains 29775 members 
Mstep: Class 15 contains 69552 members 
Mstep: Class 16 contains 75531 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 37784 members 
Mstep: Class 19 contains 21221 members 
Mstep: Class 20 contains 12498 members 
Mstep: Class 21 contains 40530 members 
Mstep: Class 22 contains 4304 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 16890 members 
Mstep: Class 25 contains 80161 members 
Mstep: Class 26 contains 17303 members 
Mstep: Class 27 contains 341445 members 
Mstep: Class 28 contains 9564 members 
Mstep: Class 29 contains 12192 members 
Mstep: Class 30 contains 15747 members 
Mstep: Class 31 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157099376.000000 Penalty: 109915.046875
Iteration 59Q: 32 clusters Score -1.570994e+08 nChanged 10155
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 16902 members 
Mstep: Class 3 contains 8159 members 
Mstep: Class 4 contains 8667 members 
Mstep: Class 5 contains 286781 members 
Mstep: Class 6 contains 8880 members 
Mstep: Class 7 contains 200795 members 
Mstep: Class 8 contains 8489 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 148061 members 
Mstep: Class 11 contains 26694 members 
Mstep: Class 12 contains 70048 members 
Mstep: Class 13 contains 18464 members 
Mstep: Class 14 contains 29693 members 
Mstep: Class 15 contains 67182 members 
Mstep: Class 16 contains 75295 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 37789 members 
Mstep: Class 19 contains 21295 members 
Mstep: Class 20 contains 12591 members 
Mstep: Class 21 contains 40451 members 
Mstep: Class 22 contains 4312 members 
Mstep: Class 23 contains 8014 members 
Mstep: Class 24 contains 16980 members 
Mstep: Class 25 contains 79769 members 
Mstep: Class 26 contains 17326 members 
Mstep: Class 27 contains 340547 members 
Mstep: Class 28 contains 9564 members 
Mstep: Class 29 contains 12200 members 
Mstep: Class 30 contains 15777 members 
Mstep: Class 31 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157101552.000000 Penalty: 109915.046875
Iteration 60F: 32 clusters Score -1.571016e+08 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 16835 members 
Mstep: Class 3 contains 8089 members 
Mstep: Class 4 contains 8515 members 
Mstep: Class 5 contains 286684 members 
Mstep: Class 6 contains 8924 members 
Mstep: Class 7 contains 202024 members 
Mstep: Class 8 contains 8498 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 148021 members 
Mstep: Class 11 contains 26541 members 
Mstep: Class 12 contains 73587 members 
Mstep: Class 13 contains 18366 members 
Mstep: Class 14 contains 29622 members 
Mstep: Class 15 contains 64920 members 
Mstep: Class 16 contains 75083 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 37778 members 
Mstep: Class 19 contains 21359 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 40373 members 
Mstep: Class 22 contains 4321 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 17069 members 
Mstep: Class 25 contains 79364 members 
Mstep: Class 26 contains 17335 members 
Mstep: Class 27 contains 339176 members 
Mstep: Class 28 contains 9568 members 
Mstep: Class 29 contains 12206 members 
Mstep: Class 30 contains 15800 members 
Mstep: Class 31 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157104400.000000 Penalty: 109915.046875
Iteration 61Q: 32 clusters Score -1.571044e+08 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 16756 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 8369 members 
Mstep: Class 5 contains 286544 members 
Mstep: Class 6 contains 8995 members 
Mstep: Class 7 contains 203131 members 
Mstep: Class 8 contains 8511 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 147925 members 
Mstep: Class 11 contains 26400 members 
Mstep: Class 12 contains 77305 members 
Mstep: Class 13 contains 18272 members 
Mstep: Class 14 contains 29537 members 
Mstep: Class 15 contains 62864 members 
Mstep: Class 16 contains 74818 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 37780 members 
Mstep: Class 19 contains 21457 members 
Mstep: Class 20 contains 12868 members 
Mstep: Class 21 contains 40302 members 
Mstep: Class 22 contains 4327 members 
Mstep: Class 23 contains 7976 members 
Mstep: Class 24 contains 17147 members 
Mstep: Class 25 contains 78955 members 
Mstep: Class 26 contains 17357 members 
Mstep: Class 27 contains 337650 members 
Mstep: Class 28 contains 9564 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 15817 members 
Mstep: Class 31 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157106352.000000 Penalty: 109915.046875
Iteration 62Q: 32 clusters Score -1.571064e+08 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 16686 members 
Mstep: Class 3 contains 7955 members 
Mstep: Class 4 contains 8233 members 
Mstep: Class 5 contains 286321 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 204116 members 
Mstep: Class 8 contains 8515 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 147740 members 
Mstep: Class 11 contains 26267 members 
Mstep: Class 12 contains 81116 members 
Mstep: Class 13 contains 18196 members 
Mstep: Class 14 contains 29446 members 
Mstep: Class 15 contains 61059 members 
Mstep: Class 16 contains 74536 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 37798 members 
Mstep: Class 19 contains 21546 members 
Mstep: Class 20 contains 12990 members 
Mstep: Class 21 contains 40252 members 
Mstep: Class 22 contains 4335 members 
Mstep: Class 23 contains 7974 members 
Mstep: Class 24 contains 17212 members 
Mstep: Class 25 contains 78541 members 
Mstep: Class 26 contains 17385 members 
Mstep: Class 27 contains 336050 members 
Mstep: Class 28 contains 9565 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 15831 members 
Mstep: Class 31 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157107968.000000 Penalty: 109915.046875
Iteration 63Q: 32 clusters Score -1.57108e+08 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 16602 members 
Mstep: Class 3 contains 7887 members 
Mstep: Class 4 contains 8103 members 
Mstep: Class 5 contains 286018 members 
Mstep: Class 6 contains 9095 members 
Mstep: Class 7 contains 205024 members 
Mstep: Class 8 contains 8522 members 
Mstep: Class 9 contains 7338 members 
Mstep: Class 10 contains 147545 members 
Mstep: Class 11 contains 26127 members 
Mstep: Class 12 contains 85142 members 
Mstep: Class 13 contains 18098 members 
Mstep: Class 14 contains 29347 members 
Mstep: Class 15 contains 59477 members 
Mstep: Class 16 contains 74247 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 37811 members 
Mstep: Class 19 contains 21624 members 
Mstep: Class 20 contains 13099 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 4342 members 
Mstep: Class 23 contains 7956 members 
Mstep: Class 24 contains 17273 members 
Mstep: Class 25 contains 78116 members 
Mstep: Class 26 contains 17411 members 
Mstep: Class 27 contains 334259 members 
Mstep: Class 28 contains 9568 members 
Mstep: Class 29 contains 12219 members 
Mstep: Class 30 contains 15848 members 
Mstep: Class 31 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157110320.000000 Penalty: 109915.046875
Iteration 64Q: 32 clusters Score -1.571103e+08 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 16521 members 
Mstep: Class 3 contains 7830 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 285655 members 
Mstep: Class 6 contains 9138 members 
Mstep: Class 7 contains 205836 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 7330 members 
Mstep: Class 10 contains 147369 members 
Mstep: Class 11 contains 25991 members 
Mstep: Class 12 contains 89264 members 
Mstep: Class 13 contains 17996 members 
Mstep: Class 14 contains 29220 members 
Mstep: Class 15 contains 58026 members 
Mstep: Class 16 contains 73984 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 37811 members 
Mstep: Class 19 contains 21723 members 
Mstep: Class 20 contains 13210 members 
Mstep: Class 21 contains 40217 members 
Mstep: Class 22 contains 4350 members 
Mstep: Class 23 contains 7938 members 
Mstep: Class 24 contains 17346 members 
Mstep: Class 25 contains 77662 members 
Mstep: Class 26 contains 17444 members 
Mstep: Class 27 contains 332355 members 
Mstep: Class 28 contains 9569 members 
Mstep: Class 29 contains 12225 members 
Mstep: Class 30 contains 15859 members 
Mstep: Class 31 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157113104.000000 Penalty: 109915.046875
Iteration 65Q: 32 clusters Score -1.571131e+08 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 16455 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 7809 members 
Mstep: Class 5 contains 285162 members 
Mstep: Class 6 contains 9179 members 
Mstep: Class 7 contains 206518 members 
Mstep: Class 8 contains 8533 members 
Mstep: Class 9 contains 7319 members 
Mstep: Class 10 contains 147207 members 
Mstep: Class 11 contains 25866 members 
Mstep: Class 12 contains 93450 members 
Mstep: Class 13 contains 17890 members 
Mstep: Class 14 contains 29077 members 
Mstep: Class 15 contains 56707 members 
Mstep: Class 16 contains 73637 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 37825 members 
Mstep: Class 19 contains 21812 members 
Mstep: Class 20 contains 13296 members 
Mstep: Class 21 contains 40236 members 
Mstep: Class 22 contains 4367 members 
Mstep: Class 23 contains 7923 members 
Mstep: Class 24 contains 17418 members 
Mstep: Class 25 contains 77226 members 
Mstep: Class 26 contains 17485 members 
Mstep: Class 27 contains 330521 members 
Mstep: Class 28 contains 9572 members 
Mstep: Class 29 contains 12229 members 
Mstep: Class 30 contains 15871 members 
Mstep: Class 31 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157115088.000000 Penalty: 109915.046875
Iteration 66Q: 32 clusters Score -1.571151e+08 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 16390 members 
Mstep: Class 3 contains 7741 members 
Mstep: Class 4 contains 7643 members 
Mstep: Class 5 contains 284594 members 
Mstep: Class 6 contains 9207 members 
Mstep: Class 7 contains 207012 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 147102 members 
Mstep: Class 11 contains 25747 members 
Mstep: Class 12 contains 97633 members 
Mstep: Class 13 contains 17812 members 
Mstep: Class 14 contains 28953 members 
Mstep: Class 15 contains 55557 members 
Mstep: Class 16 contains 73290 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 37814 members 
Mstep: Class 19 contains 21956 members 
Mstep: Class 20 contains 13406 members 
Mstep: Class 21 contains 40247 members 
Mstep: Class 22 contains 4375 members 
Mstep: Class 23 contains 7916 members 
Mstep: Class 24 contains 17479 members 
Mstep: Class 25 contains 76775 members 
Mstep: Class 26 contains 17531 members 
Mstep: Class 27 contains 328716 members 
Mstep: Class 28 contains 9579 members 
Mstep: Class 29 contains 12236 members 
Mstep: Class 30 contains 15884 members 
Mstep: Class 31 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157117312.000000 Penalty: 109915.046875
Iteration 67Q: 32 clusters Score -1.571173e+08 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 16336 members 
Mstep: Class 3 contains 7683 members 
Mstep: Class 4 contains 7482 members 
Mstep: Class 5 contains 283956 members 
Mstep: Class 6 contains 9239 members 
Mstep: Class 7 contains 207322 members 
Mstep: Class 8 contains 8537 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 147065 members 
Mstep: Class 11 contains 25639 members 
Mstep: Class 12 contains 101853 members 
Mstep: Class 13 contains 17746 members 
Mstep: Class 14 contains 28830 members 
Mstep: Class 15 contains 54537 members 
Mstep: Class 16 contains 72954 members 
Mstep: Class 17 contains 2052 members 
Mstep: Class 18 contains 37762 members 
Mstep: Class 19 contains 22081 members 
Mstep: Class 20 contains 13547 members 
Mstep: Class 21 contains 40274 members 
Mstep: Class 22 contains 4380 members 
Mstep: Class 23 contains 7911 members 
Mstep: Class 24 contains 17533 members 
Mstep: Class 25 contains 76310 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 326897 members 
Mstep: Class 28 contains 9575 members 
Mstep: Class 29 contains 12240 members 
Mstep: Class 30 contains 15891 members 
Mstep: Class 31 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157119056.000000 Penalty: 109915.046875
Iteration 68Q: 32 clusters Score -1.571191e+08 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 16287 members 
Mstep: Class 3 contains 7628 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 283291 members 
Mstep: Class 6 contains 9271 members 
Mstep: Class 7 contains 207608 members 
Mstep: Class 8 contains 8537 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 146974 members 
Mstep: Class 11 contains 25541 members 
Mstep: Class 12 contains 106076 members 
Mstep: Class 13 contains 17681 members 
Mstep: Class 14 contains 28705 members 
Mstep: Class 15 contains 53622 members 
Mstep: Class 16 contains 72616 members 
Mstep: Class 17 contains 2050 members 
Mstep: Class 18 contains 37690 members 
Mstep: Class 19 contains 22238 members 
Mstep: Class 20 contains 13700 members 
Mstep: Class 21 contains 40322 members 
Mstep: Class 22 contains 4384 members 
Mstep: Class 23 contains 7888 members 
Mstep: Class 24 contains 17612 members 
Mstep: Class 25 contains 75860 members 
Mstep: Class 26 contains 17614 members 
Mstep: Class 27 contains 325010 members 
Mstep: Class 28 contains 9568 members 
Mstep: Class 29 contains 12239 members 
Mstep: Class 30 contains 15899 members 
Mstep: Class 31 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157120048.000000 Penalty: 109915.046875
Iteration 69Q: 32 clusters Score -1.5712e+08 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 16237 members 
Mstep: Class 3 contains 7594 members 
Mstep: Class 4 contains 7163 members 
Mstep: Class 5 contains 282597 members 
Mstep: Class 6 contains 9309 members 
Mstep: Class 7 contains 207735 members 
Mstep: Class 8 contains 8537 members 
Mstep: Class 9 contains 7308 members 
Mstep: Class 10 contains 146944 members 
Mstep: Class 11 contains 25438 members 
Mstep: Class 12 contains 110267 members 
Mstep: Class 13 contains 17606 members 
Mstep: Class 14 contains 28598 members 
Mstep: Class 15 contains 52800 members 
Mstep: Class 16 contains 72284 members 
Mstep: Class 17 contains 2049 members 
Mstep: Class 18 contains 37631 members 
Mstep: Class 19 contains 22428 members 
Mstep: Class 20 contains 13835 members 
Mstep: Class 21 contains 40360 members 
Mstep: Class 22 contains 4380 members 
Mstep: Class 23 contains 7869 members 
Mstep: Class 24 contains 17692 members 
Mstep: Class 25 contains 75422 members 
Mstep: Class 26 contains 17657 members 
Mstep: Class 27 contains 323132 members 
Mstep: Class 28 contains 9573 members 
Mstep: Class 29 contains 12240 members 
Mstep: Class 30 contains 15908 members 
Mstep: Class 31 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157120864.000000 Penalty: 109915.046875
Iteration 70Q: 32 clusters Score -1.571209e+08 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 16186 members 
Mstep: Class 3 contains 7549 members 
Mstep: Class 4 contains 7005 members 
Mstep: Class 5 contains 281946 members 
Mstep: Class 6 contains 9342 members 
Mstep: Class 7 contains 207746 members 
Mstep: Class 8 contains 8541 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 146967 members 
Mstep: Class 11 contains 25364 members 
Mstep: Class 12 contains 114300 members 
Mstep: Class 13 contains 17540 members 
Mstep: Class 14 contains 28490 members 
Mstep: Class 15 contains 52040 members 
Mstep: Class 16 contains 71980 members 
Mstep: Class 17 contains 2049 members 
Mstep: Class 18 contains 37551 members 
Mstep: Class 19 contains 22591 members 
Mstep: Class 20 contains 14001 members 
Mstep: Class 21 contains 40415 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 7843 members 
Mstep: Class 24 contains 17767 members 
Mstep: Class 25 contains 75075 members 
Mstep: Class 26 contains 17709 members 
Mstep: Class 27 contains 321199 members 
Mstep: Class 28 contains 9578 members 
Mstep: Class 29 contains 12240 members 
Mstep: Class 30 contains 15919 members 
Mstep: Class 31 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157122928.000000 Penalty: 109915.046875
Iteration 71Q: 32 clusters Score -1.571229e+08 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 16148 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 6844 members 
Mstep: Class 5 contains 281349 members 
Mstep: Class 6 contains 9371 members 
Mstep: Class 7 contains 207640 members 
Mstep: Class 8 contains 8536 members 
Mstep: Class 9 contains 7320 members 
Mstep: Class 10 contains 147055 members 
Mstep: Class 11 contains 25284 members 
Mstep: Class 12 contains 118148 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 28398 members 
Mstep: Class 15 contains 51383 members 
Mstep: Class 16 contains 71703 members 
Mstep: Class 17 contains 2049 members 
Mstep: Class 18 contains 37472 members 
Mstep: Class 19 contains 22705 members 
Mstep: Class 20 contains 14173 members 
Mstep: Class 21 contains 40469 members 
Mstep: Class 22 contains 4387 members 
Mstep: Class 23 contains 7834 members 
Mstep: Class 24 contains 17840 members 
Mstep: Class 25 contains 74759 members 
Mstep: Class 26 contains 17754 members 
Mstep: Class 27 contains 319326 members 
Mstep: Class 28 contains 9582 members 
Mstep: Class 29 contains 12236 members 
Mstep: Class 30 contains 15929 members 
Mstep: Class 31 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157123824.000000 Penalty: 109915.046875
Iteration 72Q: 32 clusters Score -1.571238e+08 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 16111 members 
Mstep: Class 3 contains 7429 members 
Mstep: Class 4 contains 6698 members 
Mstep: Class 5 contains 280796 members 
Mstep: Class 6 contains 9395 members 
Mstep: Class 7 contains 207584 members 
Mstep: Class 8 contains 8540 members 
Mstep: Class 9 contains 7328 members 
Mstep: Class 10 contains 147195 members 
Mstep: Class 11 contains 25227 members 
Mstep: Class 12 contains 121924 members 
Mstep: Class 13 contains 17429 members 
Mstep: Class 14 contains 28314 members 
Mstep: Class 15 contains 50825 members 
Mstep: Class 16 contains 71452 members 
Mstep: Class 17 contains 2048 members 
Mstep: Class 18 contains 37393 members 
Mstep: Class 19 contains 22799 members 
Mstep: Class 20 contains 14331 members 
Mstep: Class 21 contains 40524 members 
Mstep: Class 22 contains 4389 members 
Mstep: Class 23 contains 7822 members 
Mstep: Class 24 contains 17914 members 
Mstep: Class 25 contains 74471 members 
Mstep: Class 26 contains 17801 members 
Mstep: Class 27 contains 317209 members 
Mstep: Class 28 contains 9585 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 15932 members 
Mstep: Class 31 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157124736.000000 Penalty: 109915.046875
Iteration 73Q: 32 clusters Score -1.571247e+08 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 16063 members 
Mstep: Class 3 contains 7376 members 
Mstep: Class 4 contains 6581 members 
Mstep: Class 5 contains 280373 members 
Mstep: Class 6 contains 9429 members 
Mstep: Class 7 contains 207548 members 
Mstep: Class 8 contains 8540 members 
Mstep: Class 9 contains 7329 members 
Mstep: Class 10 contains 147392 members 
Mstep: Class 11 contains 25164 members 
Mstep: Class 12 contains 125740 members 
Mstep: Class 13 contains 17377 members 
Mstep: Class 14 contains 28245 members 
Mstep: Class 15 contains 50355 members 
Mstep: Class 16 contains 71251 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 37308 members 
Mstep: Class 19 contains 22924 members 
Mstep: Class 20 contains 14466 members 
Mstep: Class 21 contains 40577 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 7796 members 
Mstep: Class 24 contains 17984 members 
Mstep: Class 25 contains 74233 members 
Mstep: Class 26 contains 17846 members 
Mstep: Class 27 contains 314620 members 
Mstep: Class 28 contains 9590 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 15935 members 
Mstep: Class 31 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157125056.000000 Penalty: 109915.046875
Iteration 74Q: 32 clusters Score -1.571251e+08 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 16031 members 
Mstep: Class 3 contains 7311 members 
Mstep: Class 4 contains 6483 members 
Mstep: Class 5 contains 280037 members 
Mstep: Class 6 contains 9462 members 
Mstep: Class 7 contains 207502 members 
Mstep: Class 8 contains 8542 members 
Mstep: Class 9 contains 7336 members 
Mstep: Class 10 contains 147729 members 
Mstep: Class 11 contains 25118 members 
Mstep: Class 12 contains 129467 members 
Mstep: Class 13 contains 17332 members 
Mstep: Class 14 contains 28180 members 
Mstep: Class 15 contains 49962 members 
Mstep: Class 16 contains 71056 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 37236 members 
Mstep: Class 19 contains 23008 members 
Mstep: Class 20 contains 14610 members 
Mstep: Class 21 contains 40627 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 7771 members 
Mstep: Class 24 contains 18045 members 
Mstep: Class 25 contains 74000 members 
Mstep: Class 26 contains 17896 members 
Mstep: Class 27 contains 311782 members 
Mstep: Class 28 contains 9594 members 
Mstep: Class 29 contains 12241 members 
Mstep: Class 30 contains 15942 members 
Mstep: Class 31 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157126240.000000 Penalty: 109915.046875
Iteration 75Q: 32 clusters Score -1.571262e+08 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 15988 members 
Mstep: Class 3 contains 7249 members 
Mstep: Class 4 contains 6419 members 
Mstep: Class 5 contains 279742 members 
Mstep: Class 6 contains 9491 members 
Mstep: Class 7 contains 207526 members 
Mstep: Class 8 contains 8545 members 
Mstep: Class 9 contains 7338 members 
Mstep: Class 10 contains 148085 members 
Mstep: Class 11 contains 25071 members 
Mstep: Class 12 contains 133136 members 
Mstep: Class 13 contains 17290 members 
Mstep: Class 14 contains 28118 members 
Mstep: Class 15 contains 49659 members 
Mstep: Class 16 contains 70902 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 37172 members 
Mstep: Class 19 contains 23127 members 
Mstep: Class 20 contains 14773 members 
Mstep: Class 21 contains 40688 members 
Mstep: Class 22 contains 4393 members 
Mstep: Class 23 contains 7756 members 
Mstep: Class 24 contains 18098 members 
Mstep: Class 25 contains 73775 members 
Mstep: Class 26 contains 17933 members 
Mstep: Class 27 contains 308676 members 
Mstep: Class 28 contains 9597 members 
Mstep: Class 29 contains 12239 members 
Mstep: Class 30 contains 15944 members 
Mstep: Class 31 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157126992.000000 Penalty: 109915.046875
Iteration 76Q: 32 clusters Score -1.57127e+08 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 15948 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 6362 members 
Mstep: Class 5 contains 279518 members 
Mstep: Class 6 contains 9527 members 
Mstep: Class 7 contains 207592 members 
Mstep: Class 8 contains 8546 members 
Mstep: Class 9 contains 7339 members 
Mstep: Class 10 contains 148480 members 
Mstep: Class 11 contains 25028 members 
Mstep: Class 12 contains 136646 members 
Mstep: Class 13 contains 17256 members 
Mstep: Class 14 contains 28083 members 
Mstep: Class 15 contains 49402 members 
Mstep: Class 16 contains 70753 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 37110 members 
Mstep: Class 19 contains 23219 members 
Mstep: Class 20 contains 14919 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 7735 members 
Mstep: Class 24 contains 18155 members 
Mstep: Class 25 contains 73579 members 
Mstep: Class 26 contains 17951 members 
Mstep: Class 27 contains 305507 members 
Mstep: Class 28 contains 9595 members 
Mstep: Class 29 contains 12238 members 
Mstep: Class 30 contains 15946 members 
Mstep: Class 31 contains 4419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157127504.000000 Penalty: 109915.046875
Iteration 77Q: 32 clusters Score -1.571275e+08 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 15916 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 6299 members 
Mstep: Class 5 contains 279373 members 
Mstep: Class 6 contains 9557 members 
Mstep: Class 7 contains 207675 members 
Mstep: Class 8 contains 8546 members 
Mstep: Class 9 contains 7343 members 
Mstep: Class 10 contains 148873 members 
Mstep: Class 11 contains 24989 members 
Mstep: Class 12 contains 140017 members 
Mstep: Class 13 contains 17217 members 
Mstep: Class 14 contains 28034 members 
Mstep: Class 15 contains 49196 members 
Mstep: Class 16 contains 70604 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 37046 members 
Mstep: Class 19 contains 23303 members 
Mstep: Class 20 contains 15055 members 
Mstep: Class 21 contains 40802 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 7713 members 
Mstep: Class 24 contains 18198 members 
Mstep: Class 25 contains 73416 members 
Mstep: Class 26 contains 17983 members 
Mstep: Class 27 contains 302328 members 
Mstep: Class 28 contains 9598 members 
Mstep: Class 29 contains 12233 members 
Mstep: Class 30 contains 15948 members 
Mstep: Class 31 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157127952.000000 Penalty: 109915.046875
Iteration 78Q: 32 clusters Score -1.57128e+08 nChanged 6257
Entering ConstructFrom: 
Score: -157127952.000000 Penalty: 109915.046875
Entering ConstructFrom: 
Trying to split cluster 1 (13132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Entering Unmasked Estep 
Score: -1283424.375000 Penalty: 2351.736084
	Iteration 0F: 2 clusters Score -1283424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1273789.500000 Penalty: 4703.472168
	Iteration 0F: 3 clusters Score -1273790 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1277020.625000 Penalty: 4703.472168
	Iteration 1F: 3 clusters Score -1277021 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1277821.125000 Penalty: 4703.472168
	Iteration 2F: 3 clusters Score -1277821 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1278886.125000 Penalty: 4703.472168
	Iteration 3F: 3 clusters Score -1278886 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1280174.625000 Penalty: 4703.472168
	Iteration 4F: 3 clusters Score -1280175 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1281330.250000 Penalty: 4703.472168
	Iteration 5F: 3 clusters Score -1281330 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1281967.250000 Penalty: 4703.472168
	Iteration 6F: 3 clusters Score -1281967 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1282356.250000 Penalty: 4703.472168
	Iteration 7Q: 3 clusters Score -1282356 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1282609.125000 Penalty: 4703.472168
	Iteration 8Q: 3 clusters Score -1282609 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1282771.125000 Penalty: 4703.472168
	Iteration 9Q: 3 clusters Score -1282771 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1282910.625000 Penalty: 4703.472168
	Iteration 10Q: 3 clusters Score -1282911 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1283017.500000 Penalty: 4703.472168
	Iteration 11Q: 3 clusters Score -1283018 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1283101.625000 Penalty: 4703.472168
	Iteration 12Q: 3 clusters Score -1283102 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1283168.375000 Penalty: 4703.472168
	Iteration 13Q: 3 clusters Score -1283168 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1283226.250000 Penalty: 4703.472168
	Iteration 14Q: 3 clusters Score -1283226 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1283283.250000 Penalty: 4703.472168
	Iteration 15Q: 3 clusters Score -1283283 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1283325.375000 Penalty: 4703.472168
	Iteration 16Q: 3 clusters Score -1283325 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1283365.750000 Penalty: 4703.472168
	Iteration 17Q: 3 clusters Score -1283366 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1283413.125000 Penalty: 4703.472168
	Iteration 18Q: 3 clusters Score -1283413 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1283451.875000 Penalty: 4703.472168
	Iteration 19Q: 3 clusters Score -1283452 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1283493.000000 Penalty: 4703.472168
	Iteration 20F: 3 clusters Score -1283493 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1283530.125000 Penalty: 4703.472168
	Iteration 21Q: 3 clusters Score -1283530 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1283549.625000 Penalty: 4703.472168
	Iteration 22Q: 3 clusters Score -1283550 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1283566.625000 Penalty: 4703.472168
	Iteration 23Q: 3 clusters Score -1283567 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1283593.625000 Penalty: 4703.472168
	Iteration 24Q: 3 clusters Score -1283594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1283611.875000 Penalty: 4703.472168
	Iteration 25Q: 3 clusters Score -1283612 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1283628.875000 Penalty: 4703.472168
	Iteration 26Q: 3 clusters Score -1283629 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1283647.250000 Penalty: 4703.472168
	Iteration 27Q: 3 clusters Score -1283647 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1283655.250000 Penalty: 4703.472168
	Iteration 28Q: 3 clusters Score -1283655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1283668.750000 Penalty: 4703.472168
	Iteration 29Q: 3 clusters Score -1283669 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1283689.750000 Penalty: 4703.472168
	Iteration 30Q: 3 clusters Score -1283690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1283699.250000 Penalty: 4703.472168
	Iteration 31Q: 3 clusters Score -1283699 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1283709.625000 Penalty: 4703.472168
	Iteration 32Q: 3 clusters Score -1283710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1283718.750000 Penalty: 4703.472168
	Iteration 33Q: 3 clusters Score -1283719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1283718.875000 Penalty: 4703.472168
	Iteration 34Q: 3 clusters Score -1283719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1283721.375000 Penalty: 4703.472168
	Iteration 35Q: 3 clusters Score -1283721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1283726.125000 Penalty: 4703.472168
	Iteration 36Q: 3 clusters Score -1283726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1283726.500000 Penalty: 4703.472168
	Iteration 37Q: 3 clusters Score -1283726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1283729.625000 Penalty: 4703.472168
	Iteration 38Q: 3 clusters Score -1283730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1283729.625000 Penalty: 4703.472168
	Iteration 39Q: 3 clusters Score -1283730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1283729.625000 Penalty: 4703.472168
	Iteration 40F: 3 clusters Score -1283730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1283726.750000 Penalty: 4703.472168
	Iteration 41Q: 3 clusters Score -1283727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1283728.250000 Penalty: 4703.472168
	Iteration 42Q: 3 clusters Score -1283728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1283729.500000 Penalty: 4703.472168
	Iteration 43Q: 3 clusters Score -1283730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1283729.000000 Penalty: 4703.472168
	Iteration 44Q: 3 clusters Score -1283729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1283730.500000 Penalty: 4703.472168
	Iteration 45Q: 3 clusters Score -1283730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1283728.125000 Penalty: 4703.472168
	Iteration 46Q: 3 clusters Score -1283728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1283727.625000 Penalty: 4703.472168
	Iteration 47Q: 3 clusters Score -1283728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1283727.625000 Penalty: 4703.472168
	Iteration 48F: 3 clusters Score -1283728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 15879 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 6232 members 
Mstep: Class 5 contains 279269 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 207812 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 7347 members 
Mstep: Class 10 contains 149288 members 
Mstep: Class 11 contains 24963 members 
Mstep: Class 12 contains 143268 members 
Mstep: Class 13 contains 17197 members 
Mstep: Class 14 contains 27998 members 
Mstep: Class 15 contains 49004 members 
Mstep: Class 16 contains 70502 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 36977 members 
Mstep: Class 19 contains 23426 members 
Mstep: Class 20 contains 15160 members 
Mstep: Class 21 contains 40854 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 7696 members 
Mstep: Class 24 contains 18229 members 
Mstep: Class 25 contains 73293 members 
Mstep: Class 26 contains 18018 members 
Mstep: Class 27 contains 299004 members 
Mstep: Class 28 contains 9603 members 
Mstep: Class 29 contains 12226 members 
Mstep: Class 30 contains 15952 members 
Mstep: Class 31 contains 4418 members 
Mstep: Class 32 contains 9329 members 
Entering Unmasked Estep 
Score: -157127568.000000 Penalty: 113460.695312
Splitting cluster 1 changes total score from -157127952.000000 to -157127568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Entering Unmasked Estep 
Score: -1606335.000000 Penalty: 2398.842529
	Iteration 0F: 2 clusters Score -1606335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1594885.125000 Penalty: 4797.685059
	Iteration 0F: 3 clusters Score -1594885 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1598631.375000 Penalty: 4797.685059
	Iteration 1F: 3 clusters Score -1598631 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1599033.125000 Penalty: 4797.685059
	Iteration 2F: 3 clusters Score -1599033 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1599316.000000 Penalty: 4797.685059
	Iteration 3Q: 3 clusters Score -1599316 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1599541.000000 Penalty: 4797.685059
	Iteration 4Q: 3 clusters Score -1599541 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1599774.125000 Penalty: 4797.685059
	Iteration 5Q: 3 clusters Score -1599774 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1600009.500000 Penalty: 4797.685059
	Iteration 6Q: 3 clusters Score -1600010 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1600265.750000 Penalty: 4797.685059
	Iteration 7Q: 3 clusters Score -1600266 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1600499.375000 Penalty: 4797.685059
	Iteration 8Q: 3 clusters Score -1600499 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1600698.750000 Penalty: 4797.685059
	Iteration 9Q: 3 clusters Score -1600699 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1600886.500000 Penalty: 4797.685059
	Iteration 10Q: 3 clusters Score -1600886 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1601061.750000 Penalty: 4797.685059
	Iteration 11Q: 3 clusters Score -1601062 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1601207.125000 Penalty: 4797.685059
	Iteration 12Q: 3 clusters Score -1601207 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1601342.250000 Penalty: 4797.685059
	Iteration 13Q: 3 clusters Score -1601342 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1601481.125000 Penalty: 4797.685059
	Iteration 14Q: 3 clusters Score -1601481 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1601623.000000 Penalty: 4797.685059
	Iteration 15Q: 3 clusters Score -1601623 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1601763.125000 Penalty: 4797.685059
	Iteration 16Q: 3 clusters Score -1601763 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1601917.750000 Penalty: 4797.685059
	Iteration 17Q: 3 clusters Score -1601918 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1602055.625000 Penalty: 4797.685059
	Iteration 18Q: 3 clusters Score -1602056 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1602195.750000 Penalty: 4797.685059
	Iteration 19Q: 3 clusters Score -1602196 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1602320.500000 Penalty: 4797.685059
	Iteration 20F: 3 clusters Score -1602320 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1602436.750000 Penalty: 4797.685059
	Iteration 21Q: 3 clusters Score -1602437 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1602556.625000 Penalty: 4797.685059
	Iteration 22Q: 3 clusters Score -1602557 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1602668.500000 Penalty: 4797.685059
	Iteration 23Q: 3 clusters Score -1602668 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1602787.125000 Penalty: 4797.685059
	Iteration 24Q: 3 clusters Score -1602787 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1602916.500000 Penalty: 4797.685059
	Iteration 25Q: 3 clusters Score -1602916 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1603083.250000 Penalty: 4797.685059
	Iteration 26Q: 3 clusters Score -1603083 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1603246.625000 Penalty: 4797.685059
	Iteration 27Q: 3 clusters Score -1603247 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1603410.625000 Penalty: 4797.685059
	Iteration 28Q: 3 clusters Score -1603411 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1603574.250000 Penalty: 4797.685059
	Iteration 29Q: 3 clusters Score -1603574 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1603709.000000 Penalty: 4797.685059
	Iteration 30Q: 3 clusters Score -1603709 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1603813.125000 Penalty: 4797.685059
	Iteration 31Q: 3 clusters Score -1603813 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1603888.000000 Penalty: 4797.685059
	Iteration 32Q: 3 clusters Score -1603888 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1603936.000000 Penalty: 4797.685059
	Iteration 33Q: 3 clusters Score -1603936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1603992.250000 Penalty: 4797.685059
	Iteration 34Q: 3 clusters Score -1603992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1604035.500000 Penalty: 4797.685059
	Iteration 35Q: 3 clusters Score -1604036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1604073.625000 Penalty: 4797.685059
	Iteration 36Q: 3 clusters Score -1604074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1604101.000000 Penalty: 4797.685059
	Iteration 37Q: 3 clusters Score -1604101 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1604119.375000 Penalty: 4797.685059
	Iteration 38Q: 3 clusters Score -1604119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1604137.750000 Penalty: 4797.685059
	Iteration 39Q: 3 clusters Score -1604138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1604154.375000 Penalty: 4797.685059
	Iteration 40F: 3 clusters Score -1604154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1604168.000000 Penalty: 4797.685059
	Iteration 41Q: 3 clusters Score -1604168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1604177.375000 Penalty: 4797.685059
	Iteration 42Q: 3 clusters Score -1604177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1604192.625000 Penalty: 4797.685059
	Iteration 43Q: 3 clusters Score -1604193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1604207.375000 Penalty: 4797.685059
	Iteration 44Q: 3 clusters Score -1604207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1604218.000000 Penalty: 4797.685059
	Iteration 45Q: 3 clusters Score -1604218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1604225.250000 Penalty: 4797.685059
	Iteration 46Q: 3 clusters Score -1604225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1604236.625000 Penalty: 4797.685059
	Iteration 47Q: 3 clusters Score -1604237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1604240.625000 Penalty: 4797.685059
	Iteration 48Q: 3 clusters Score -1604241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1604245.125000 Penalty: 4797.685059
	Iteration 49Q: 3 clusters Score -1604245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1604247.750000 Penalty: 4797.685059
	Iteration 50Q: 3 clusters Score -1604248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1604246.875000 Penalty: 4797.685059
	Iteration 51Q: 3 clusters Score -1604247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1604255.250000 Penalty: 4797.685059
	Iteration 52Q: 3 clusters Score -1604255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1604260.625000 Penalty: 4797.685059
	Iteration 53Q: 3 clusters Score -1604261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1604261.750000 Penalty: 4797.685059
	Iteration 54Q: 3 clusters Score -1604262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1604264.125000 Penalty: 4797.685059
	Iteration 55Q: 3 clusters Score -1604264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1604264.375000 Penalty: 4797.685059
	Iteration 56Q: 3 clusters Score -1604264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1604267.000000 Penalty: 4797.685059
	Iteration 57Q: 3 clusters Score -1604267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1604267.250000 Penalty: 4797.685059
	Iteration 58Q: 3 clusters Score -1604267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1604270.375000 Penalty: 4797.685059
	Iteration 59Q: 3 clusters Score -1604270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1604275.125000 Penalty: 4797.685059
	Iteration 60F: 3 clusters Score -1604275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1604277.250000 Penalty: 4797.685059
	Iteration 61Q: 3 clusters Score -1604277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1604285.250000 Penalty: 4797.685059
	Iteration 62Q: 3 clusters Score -1604285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1604287.750000 Penalty: 4797.685059
	Iteration 63Q: 3 clusters Score -1604288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1604288.375000 Penalty: 4797.685059
	Iteration 64Q: 3 clusters Score -1604288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1604290.000000 Penalty: 4797.685059
	Iteration 65Q: 3 clusters Score -1604290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1604290.250000 Penalty: 4797.685059
	Iteration 66Q: 3 clusters Score -1604290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1604291.500000 Penalty: 4797.685059
	Iteration 67Q: 3 clusters Score -1604292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1604294.500000 Penalty: 4797.685059
	Iteration 68Q: 3 clusters Score -1604294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1604300.375000 Penalty: 4797.685059
	Iteration 69Q: 3 clusters Score -1604300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1604302.375000 Penalty: 4797.685059
	Iteration 70Q: 3 clusters Score -1604302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1604305.000000 Penalty: 4797.685059
	Iteration 71Q: 3 clusters Score -1604305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1604308.875000 Penalty: 4797.685059
	Iteration 72Q: 3 clusters Score -1604309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1604312.625000 Penalty: 4797.685059
	Iteration 73Q: 3 clusters Score -1604313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1604312.625000 Penalty: 4797.685059
	Iteration 74F: 3 clusters Score -1604313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Entering Unmasked Estep 
Score: -722390.687500 Penalty: 2198.562256
	Iteration 0F: 2 clusters Score -722390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -716498.812500 Penalty: 4397.124512
	Iteration 0F: 3 clusters Score -716498.8 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -718102.437500 Penalty: 4397.124512
	Iteration 1F: 3 clusters Score -718102.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -718302.750000 Penalty: 4397.124512
	Iteration 2F: 3 clusters Score -718302.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -718419.062500 Penalty: 4397.124512
	Iteration 3Q: 3 clusters Score -718419.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -718515.062500 Penalty: 4397.124512
	Iteration 4Q: 3 clusters Score -718515.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -718604.875000 Penalty: 4397.124512
	Iteration 5Q: 3 clusters Score -718604.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -718671.062500 Penalty: 4397.124512
	Iteration 6Q: 3 clusters Score -718671.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -718720.062500 Penalty: 4397.124512
	Iteration 7Q: 3 clusters Score -718720.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -718757.250000 Penalty: 4397.124512
	Iteration 8Q: 3 clusters Score -718757.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -718798.000000 Penalty: 4397.124512
	Iteration 9Q: 3 clusters Score -718798 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -718827.250000 Penalty: 4397.124512
	Iteration 10Q: 3 clusters Score -718827.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -718859.375000 Penalty: 4397.124512
	Iteration 11Q: 3 clusters Score -718859.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -718896.062500 Penalty: 4397.124512
	Iteration 12Q: 3 clusters Score -718896.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -718935.937500 Penalty: 4397.124512
	Iteration 13Q: 3 clusters Score -718935.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -718974.125000 Penalty: 4397.124512
	Iteration 14Q: 3 clusters Score -718974.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -719020.000000 Penalty: 4397.124512
	Iteration 15Q: 3 clusters Score -719020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -719077.625000 Penalty: 4397.124512
	Iteration 16Q: 3 clusters Score -719077.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -719131.937500 Penalty: 4397.124512
	Iteration 17Q: 3 clusters Score -719131.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -719188.250000 Penalty: 4397.124512
	Iteration 18Q: 3 clusters Score -719188.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -719247.062500 Penalty: 4397.124512
	Iteration 19Q: 3 clusters Score -719247.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -719311.000000 Penalty: 4397.124512
	Iteration 20F: 3 clusters Score -719311 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -719382.500000 Penalty: 4397.124512
	Iteration 21Q: 3 clusters Score -719382.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -719451.000000 Penalty: 4397.124512
	Iteration 22Q: 3 clusters Score -719451 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -719540.375000 Penalty: 4397.124512
	Iteration 23Q: 3 clusters Score -719540.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -719625.312500 Penalty: 4397.124512
	Iteration 24Q: 3 clusters Score -719625.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -719701.687500 Penalty: 4397.124512
	Iteration 25Q: 3 clusters Score -719701.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -719770.062500 Penalty: 4397.124512
	Iteration 26Q: 3 clusters Score -719770.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -719836.875000 Penalty: 4397.124512
	Iteration 27Q: 3 clusters Score -719836.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -719903.937500 Penalty: 4397.124512
	Iteration 28Q: 3 clusters Score -719903.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -719975.000000 Penalty: 4397.124512
	Iteration 29Q: 3 clusters Score -719975 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -720038.500000 Penalty: 4397.124512
	Iteration 30Q: 3 clusters Score -720038.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -720090.125000 Penalty: 4397.124512
	Iteration 31Q: 3 clusters Score -720090.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -720139.812500 Penalty: 4397.124512
	Iteration 32Q: 3 clusters Score -720139.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -720181.625000 Penalty: 4397.124512
	Iteration 33Q: 3 clusters Score -720181.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -720215.875000 Penalty: 4397.124512
	Iteration 34Q: 3 clusters Score -720215.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -720248.625000 Penalty: 4397.124512
	Iteration 35Q: 3 clusters Score -720248.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -720274.875000 Penalty: 4397.124512
	Iteration 36Q: 3 clusters Score -720274.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -720301.875000 Penalty: 4397.124512
	Iteration 37Q: 3 clusters Score -720301.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -720326.000000 Penalty: 4397.124512
	Iteration 38Q: 3 clusters Score -720326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -720347.375000 Penalty: 4397.124512
	Iteration 39Q: 3 clusters Score -720347.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -720362.750000 Penalty: 4397.124512
	Iteration 40F: 3 clusters Score -720362.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -720378.500000 Penalty: 4397.124512
	Iteration 41Q: 3 clusters Score -720378.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -720393.687500 Penalty: 4397.124512
	Iteration 42Q: 3 clusters Score -720393.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -720411.562500 Penalty: 4397.124512
	Iteration 43Q: 3 clusters Score -720411.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -720421.937500 Penalty: 4397.124512
	Iteration 44Q: 3 clusters Score -720421.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -720429.687500 Penalty: 4397.124512
	Iteration 45Q: 3 clusters Score -720429.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -720432.625000 Penalty: 4397.124512
	Iteration 46Q: 3 clusters Score -720432.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -720439.437500 Penalty: 4397.124512
	Iteration 47Q: 3 clusters Score -720439.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -720443.750000 Penalty: 4397.124512
	Iteration 48Q: 3 clusters Score -720443.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -720454.250000 Penalty: 4397.124512
	Iteration 49Q: 3 clusters Score -720454.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -720464.000000 Penalty: 4397.124512
	Iteration 50Q: 3 clusters Score -720464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -720470.500000 Penalty: 4397.124512
	Iteration 51Q: 3 clusters Score -720470.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -720478.375000 Penalty: 4397.124512
	Iteration 52Q: 3 clusters Score -720478.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -720488.687500 Penalty: 4397.124512
	Iteration 53Q: 3 clusters Score -720488.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -720498.437500 Penalty: 4397.124512
	Iteration 54Q: 3 clusters Score -720498.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -720505.437500 Penalty: 4397.124512
	Iteration 55Q: 3 clusters Score -720505.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -720515.937500 Penalty: 4397.124512
	Iteration 56Q: 3 clusters Score -720515.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -720522.750000 Penalty: 4397.124512
	Iteration 57Q: 3 clusters Score -720522.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -720529.812500 Penalty: 4397.124512
	Iteration 58Q: 3 clusters Score -720529.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -720534.687500 Penalty: 4397.124512
	Iteration 59Q: 3 clusters Score -720534.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -720539.625000 Penalty: 4397.124512
	Iteration 60F: 3 clusters Score -720539.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -720544.750000 Penalty: 4397.124512
	Iteration 61Q: 3 clusters Score -720544.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -720547.187500 Penalty: 4397.124512
	Iteration 62Q: 3 clusters Score -720547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -720548.250000 Penalty: 4397.124512
	Iteration 63Q: 3 clusters Score -720548.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -720551.687500 Penalty: 4397.124512
	Iteration 64Q: 3 clusters Score -720551.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -720553.000000 Penalty: 4397.124512
	Iteration 65Q: 3 clusters Score -720553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -720553.437500 Penalty: 4397.124512
	Iteration 66Q: 3 clusters Score -720553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -720554.000000 Penalty: 4397.124512
	Iteration 67Q: 3 clusters Score -720554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -720555.437500 Penalty: 4397.124512
	Iteration 68Q: 3 clusters Score -720555.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -720559.937500 Penalty: 4397.124512
	Iteration 69Q: 3 clusters Score -720559.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -720562.000000 Penalty: 4397.124512
	Iteration 70Q: 3 clusters Score -720562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -720562.625000 Penalty: 4397.124512
	Iteration 71Q: 3 clusters Score -720562.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -720567.375000 Penalty: 4397.124512
	Iteration 72Q: 3 clusters Score -720567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -720566.687500 Penalty: 4397.124512
	Iteration 73Q: 3 clusters Score -720566.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -720566.687500 Penalty: 4397.124512
	Iteration 74F: 3 clusters Score -720566.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Entering Unmasked Estep 
Score: -539694.000000 Penalty: 2166.888184
	Iteration 0F: 2 clusters Score -539694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -534477.562500 Penalty: 4333.776367
	Iteration 0F: 3 clusters Score -534477.6 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -536231.750000 Penalty: 4333.776367
	Iteration 1F: 3 clusters Score -536231.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -536864.375000 Penalty: 4333.776367
	Iteration 2F: 3 clusters Score -536864.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -537413.812500 Penalty: 4333.776367
	Iteration 3F: 3 clusters Score -537413.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -537751.625000 Penalty: 4333.776367
	Iteration 4F: 3 clusters Score -537751.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -537956.062500 Penalty: 4333.776367
	Iteration 5F: 3 clusters Score -537956.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -538112.000000 Penalty: 4333.776367
	Iteration 6Q: 3 clusters Score -538112 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -538244.812500 Penalty: 4333.776367
	Iteration 7Q: 3 clusters Score -538244.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -538355.125000 Penalty: 4333.776367
	Iteration 8Q: 3 clusters Score -538355.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -538454.687500 Penalty: 4333.776367
	Iteration 9Q: 3 clusters Score -538454.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -538527.437500 Penalty: 4333.776367
	Iteration 10Q: 3 clusters Score -538527.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -538594.500000 Penalty: 4333.776367
	Iteration 11Q: 3 clusters Score -538594.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -538666.250000 Penalty: 4333.776367
	Iteration 12Q: 3 clusters Score -538666.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -538710.062500 Penalty: 4333.776367
	Iteration 13Q: 3 clusters Score -538710.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -538757.687500 Penalty: 4333.776367
	Iteration 14Q: 3 clusters Score -538757.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -538799.750000 Penalty: 4333.776367
	Iteration 15Q: 3 clusters Score -538799.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -538833.562500 Penalty: 4333.776367
	Iteration 16Q: 3 clusters Score -538833.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -538868.187500 Penalty: 4333.776367
	Iteration 17Q: 3 clusters Score -538868.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -538892.125000 Penalty: 4333.776367
	Iteration 18Q: 3 clusters Score -538892.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -538908.562500 Penalty: 4333.776367
	Iteration 19Q: 3 clusters Score -538908.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -538922.625000 Penalty: 4333.776367
	Iteration 20F: 3 clusters Score -538922.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -538946.312500 Penalty: 4333.776367
	Iteration 21Q: 3 clusters Score -538946.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -538968.375000 Penalty: 4333.776367
	Iteration 22Q: 3 clusters Score -538968.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -538986.125000 Penalty: 4333.776367
	Iteration 23Q: 3 clusters Score -538986.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -539007.500000 Penalty: 4333.776367
	Iteration 24Q: 3 clusters Score -539007.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -539026.687500 Penalty: 4333.776367
	Iteration 25Q: 3 clusters Score -539026.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -539040.937500 Penalty: 4333.776367
	Iteration 26Q: 3 clusters Score -539040.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -539050.875000 Penalty: 4333.776367
	Iteration 27Q: 3 clusters Score -539050.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -539059.187500 Penalty: 4333.776367
	Iteration 28Q: 3 clusters Score -539059.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -539064.062500 Penalty: 4333.776367
	Iteration 29Q: 3 clusters Score -539064.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -539065.687500 Penalty: 4333.776367
	Iteration 30Q: 3 clusters Score -539065.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -539066.875000 Penalty: 4333.776367
	Iteration 31Q: 3 clusters Score -539066.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -539068.125000 Penalty: 4333.776367
	Iteration 32Q: 3 clusters Score -539068.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -539070.062500 Penalty: 4333.776367
	Iteration 33Q: 3 clusters Score -539070.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -539070.437500 Penalty: 4333.776367
	Iteration 34Q: 3 clusters Score -539070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -539071.437500 Penalty: 4333.776367
	Iteration 35Q: 3 clusters Score -539071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -539071.562500 Penalty: 4333.776367
	Iteration 36Q: 3 clusters Score -539071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -539071.437500 Penalty: 4333.776367
	Iteration 37Q: 3 clusters Score -539071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -539071.750000 Penalty: 4333.776367
	Iteration 38Q: 3 clusters Score -539071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -539071.750000 Penalty: 4333.776367
	Iteration 39F: 3 clusters Score -539071.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (279269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279269 members 
Entering Unmasked Estep 
Score: -27971290.000000 Penalty: 3109.902832
	Iteration 0F: 2 clusters Score -2.797129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139754 members 
Mstep: Class 2 contains 139515 members 
Entering Unmasked Estep 
Score: -27794050.000000 Penalty: 6219.805664
	Iteration 0F: 3 clusters Score -2.779405e+07 nChanged 134922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142714 members 
Mstep: Class 2 contains 136555 members 
Entering Unmasked Estep 
Score: -27873924.000000 Penalty: 6219.805664
	Iteration 1F: 3 clusters Score -2.787392e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144013 members 
Mstep: Class 2 contains 135256 members 
Entering Unmasked Estep 
Score: -27875676.000000 Penalty: 6219.805664
	Iteration 2Q: 3 clusters Score -2.787568e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145941 members 
Mstep: Class 2 contains 133328 members 
Entering Unmasked Estep 
Score: -27877870.000000 Penalty: 6219.805664
	Iteration 3Q: 3 clusters Score -2.787787e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148927 members 
Mstep: Class 2 contains 130342 members 
Entering Unmasked Estep 
Score: -27881234.000000 Penalty: 6219.805664
	Iteration 4Q: 3 clusters Score -2.788123e+07 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153792 members 
Mstep: Class 2 contains 125477 members 
Entering Unmasked Estep 
Score: -27886660.000000 Penalty: 6219.805664
	Iteration 5Q: 3 clusters Score -2.788666e+07 nChanged 14766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161108 members 
Mstep: Class 2 contains 118161 members 
Entering Unmasked Estep 
Score: -27894886.000000 Penalty: 6219.805664
	Iteration 6F: 3 clusters Score -2.789489e+07 nChanged 17757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171225 members 
Mstep: Class 2 contains 108044 members 
Entering Unmasked Estep 
Score: -27907694.000000 Penalty: 6219.805664
	Iteration 7F: 3 clusters Score -2.790769e+07 nChanged 19755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182722 members 
Mstep: Class 2 contains 96547 members 
Entering Unmasked Estep 
Score: -27924002.000000 Penalty: 6219.805664
	Iteration 8F: 3 clusters Score -2.7924e+07 nChanged 18829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193083 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -27938470.000000 Penalty: 6219.805664
	Iteration 9F: 3 clusters Score -2.793847e+07 nChanged 14875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200484 members 
Mstep: Class 2 contains 78785 members 
Entering Unmasked Estep 
Score: -27947620.000000 Penalty: 6219.805664
	Iteration 10F: 3 clusters Score -2.794762e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205811 members 
Mstep: Class 2 contains 73458 members 
Entering Unmasked Estep 
Score: -27952148.000000 Penalty: 6219.805664
	Iteration 11Q: 3 clusters Score -2.795215e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210028 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -27955114.000000 Penalty: 6219.805664
	Iteration 12Q: 3 clusters Score -2.795511e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213701 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -27957248.000000 Penalty: 6219.805664
	Iteration 13Q: 3 clusters Score -2.795725e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216857 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -27959034.000000 Penalty: 6219.805664
	Iteration 14Q: 3 clusters Score -2.795903e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219705 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -27960866.000000 Penalty: 6219.805664
	Iteration 15Q: 3 clusters Score -2.796087e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222223 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -27962330.000000 Penalty: 6219.805664
	Iteration 16Q: 3 clusters Score -2.796233e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224416 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -27963400.000000 Penalty: 6219.805664
	Iteration 17Q: 3 clusters Score -2.79634e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226487 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -27964410.000000 Penalty: 6219.805664
	Iteration 18Q: 3 clusters Score -2.796441e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228267 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -27964936.000000 Penalty: 6219.805664
	Iteration 19Q: 3 clusters Score -2.796494e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229823 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -27965470.000000 Penalty: 6219.805664
	Iteration 20F: 3 clusters Score -2.796547e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231256 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -27966006.000000 Penalty: 6219.805664
	Iteration 21Q: 3 clusters Score -2.796601e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232514 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -27966372.000000 Penalty: 6219.805664
	Iteration 22Q: 3 clusters Score -2.796637e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233666 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -27966468.000000 Penalty: 6219.805664
	Iteration 23Q: 3 clusters Score -2.796647e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234690 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -27966680.000000 Penalty: 6219.805664
	Iteration 24Q: 3 clusters Score -2.796668e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235609 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -27966848.000000 Penalty: 6219.805664
	Iteration 25Q: 3 clusters Score -2.796685e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236484 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -27966936.000000 Penalty: 6219.805664
	Iteration 26Q: 3 clusters Score -2.796694e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237359 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -27967044.000000 Penalty: 6219.805664
	Iteration 27Q: 3 clusters Score -2.796704e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238176 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -27967098.000000 Penalty: 6219.805664
	Iteration 28Q: 3 clusters Score -2.79671e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238928 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -27967144.000000 Penalty: 6219.805664
	Iteration 29Q: 3 clusters Score -2.796714e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239669 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -27967104.000000 Penalty: 6219.805664
	Iteration 30Q: 3 clusters Score -2.79671e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240359 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -27967070.000000 Penalty: 6219.805664
	Iteration 31Q: 3 clusters Score -2.796707e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241022 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -27967102.000000 Penalty: 6219.805664
	Iteration 32Q: 3 clusters Score -2.79671e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241703 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -27967158.000000 Penalty: 6219.805664
	Iteration 33Q: 3 clusters Score -2.796716e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242388 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -27967166.000000 Penalty: 6219.805664
	Iteration 34Q: 3 clusters Score -2.796717e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243068 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -27967210.000000 Penalty: 6219.805664
	Iteration 35Q: 3 clusters Score -2.796721e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243683 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -27967284.000000 Penalty: 6219.805664
	Iteration 36Q: 3 clusters Score -2.796728e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244268 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -27967324.000000 Penalty: 6219.805664
	Iteration 37Q: 3 clusters Score -2.796732e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244859 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -27967340.000000 Penalty: 6219.805664
	Iteration 38Q: 3 clusters Score -2.796734e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245391 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -27967366.000000 Penalty: 6219.805664
	Iteration 39Q: 3 clusters Score -2.796737e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245925 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -27967462.000000 Penalty: 6219.805664
	Iteration 40F: 3 clusters Score -2.796746e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246427 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -27967436.000000 Penalty: 6219.805664
	Iteration 41Q: 3 clusters Score -2.796744e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246872 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -27967466.000000 Penalty: 6219.805664
	Iteration 42Q: 3 clusters Score -2.796747e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247329 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -27967386.000000 Penalty: 6219.805664
	Iteration 43Q: 3 clusters Score -2.796739e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247733 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -27967496.000000 Penalty: 6219.805664
	Iteration 44Q: 3 clusters Score -2.79675e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248117 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -27967510.000000 Penalty: 6219.805664
	Iteration 45Q: 3 clusters Score -2.796751e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248466 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -27967568.000000 Penalty: 6219.805664
	Iteration 46Q: 3 clusters Score -2.796757e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248812 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -27967564.000000 Penalty: 6219.805664
	Iteration 47Q: 3 clusters Score -2.796756e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249158 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -27967522.000000 Penalty: 6219.805664
	Iteration 48Q: 3 clusters Score -2.796752e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249477 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -27967508.000000 Penalty: 6219.805664
	Iteration 49Q: 3 clusters Score -2.796751e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249802 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -27967476.000000 Penalty: 6219.805664
	Iteration 50Q: 3 clusters Score -2.796748e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250149 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -27967442.000000 Penalty: 6219.805664
	Iteration 51Q: 3 clusters Score -2.796744e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250488 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -27967478.000000 Penalty: 6219.805664
	Iteration 52Q: 3 clusters Score -2.796748e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250801 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -27967462.000000 Penalty: 6219.805664
	Iteration 53Q: 3 clusters Score -2.796746e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251113 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -27967438.000000 Penalty: 6219.805664
	Iteration 54Q: 3 clusters Score -2.796744e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251433 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -27967426.000000 Penalty: 6219.805664
	Iteration 55Q: 3 clusters Score -2.796743e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251768 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -27967424.000000 Penalty: 6219.805664
	Iteration 56Q: 3 clusters Score -2.796742e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252069 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -27967412.000000 Penalty: 6219.805664
	Iteration 57Q: 3 clusters Score -2.796741e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252371 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -27967374.000000 Penalty: 6219.805664
	Iteration 58Q: 3 clusters Score -2.796737e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252645 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -27967338.000000 Penalty: 6219.805664
	Iteration 59Q: 3 clusters Score -2.796734e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252912 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -27967346.000000 Penalty: 6219.805664
	Iteration 60F: 3 clusters Score -2.796735e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253182 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -27967406.000000 Penalty: 6219.805664
	Iteration 61Q: 3 clusters Score -2.796741e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253467 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -27967408.000000 Penalty: 6219.805664
	Iteration 62Q: 3 clusters Score -2.796741e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253730 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -27967408.000000 Penalty: 6219.805664
	Iteration 63Q: 3 clusters Score -2.796741e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253987 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -27967418.000000 Penalty: 6219.805664
	Iteration 64Q: 3 clusters Score -2.796742e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254249 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -27967418.000000 Penalty: 6219.805664
	Iteration 65Q: 3 clusters Score -2.796742e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254529 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -27967462.000000 Penalty: 6219.805664
	Iteration 66Q: 3 clusters Score -2.796746e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254801 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -27967456.000000 Penalty: 6219.805664
	Iteration 67Q: 3 clusters Score -2.796746e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255075 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -27967500.000000 Penalty: 6219.805664
	Iteration 68Q: 3 clusters Score -2.79675e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255345 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -27967452.000000 Penalty: 6219.805664
	Iteration 69Q: 3 clusters Score -2.796745e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255610 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -27967478.000000 Penalty: 6219.805664
	Iteration 70Q: 3 clusters Score -2.796748e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255856 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -27967512.000000 Penalty: 6219.805664
	Iteration 71Q: 3 clusters Score -2.796751e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256094 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -27967560.000000 Penalty: 6219.805664
	Iteration 72Q: 3 clusters Score -2.796756e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256308 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -27967572.000000 Penalty: 6219.805664
	Iteration 73Q: 3 clusters Score -2.796757e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256514 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -27967606.000000 Penalty: 6219.805664
	Iteration 74Q: 3 clusters Score -2.796761e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256717 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -27967650.000000 Penalty: 6219.805664
	Iteration 75Q: 3 clusters Score -2.796765e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256935 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -27967612.000000 Penalty: 6219.805664
	Iteration 76Q: 3 clusters Score -2.796761e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257151 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -27967626.000000 Penalty: 6219.805664
	Iteration 77Q: 3 clusters Score -2.796763e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257334 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -27967624.000000 Penalty: 6219.805664
	Iteration 78Q: 3 clusters Score -2.796762e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257509 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -27967618.000000 Penalty: 6219.805664
	Iteration 79Q: 3 clusters Score -2.796762e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257672 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -27967604.000000 Penalty: 6219.805664
	Iteration 80F: 3 clusters Score -2.79676e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257819 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -27967612.000000 Penalty: 6219.805664
	Iteration 81Q: 3 clusters Score -2.796761e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257958 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -27967662.000000 Penalty: 6219.805664
	Iteration 82Q: 3 clusters Score -2.796766e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258080 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -27967678.000000 Penalty: 6219.805664
	Iteration 83Q: 3 clusters Score -2.796768e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258189 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -27967672.000000 Penalty: 6219.805664
	Iteration 84Q: 3 clusters Score -2.796767e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258295 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -27967668.000000 Penalty: 6219.805664
	Iteration 85Q: 3 clusters Score -2.796767e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258404 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -27967696.000000 Penalty: 6219.805664
	Iteration 86Q: 3 clusters Score -2.79677e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258518 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -27967708.000000 Penalty: 6219.805664
	Iteration 87Q: 3 clusters Score -2.796771e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258636 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -27967732.000000 Penalty: 6219.805664
	Iteration 88Q: 3 clusters Score -2.796773e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258760 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -27967766.000000 Penalty: 6219.805664
	Iteration 89Q: 3 clusters Score -2.796777e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258877 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -27967798.000000 Penalty: 6219.805664
	Iteration 90Q: 3 clusters Score -2.79678e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258995 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -27967778.000000 Penalty: 6219.805664
	Iteration 91Q: 3 clusters Score -2.796778e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259096 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -27967792.000000 Penalty: 6219.805664
	Iteration 92Q: 3 clusters Score -2.796779e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259200 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -27967762.000000 Penalty: 6219.805664
	Iteration 93Q: 3 clusters Score -2.796776e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259299 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -27967742.000000 Penalty: 6219.805664
	Iteration 94Q: 3 clusters Score -2.796774e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259410 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -27967778.000000 Penalty: 6219.805664
	Iteration 95Q: 3 clusters Score -2.796778e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259525 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -27967800.000000 Penalty: 6219.805664
	Iteration 96Q: 3 clusters Score -2.79678e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259639 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -27967780.000000 Penalty: 6219.805664
	Iteration 97Q: 3 clusters Score -2.796778e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259744 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -27967782.000000 Penalty: 6219.805664
	Iteration 98Q: 3 clusters Score -2.796778e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259834 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -27967800.000000 Penalty: 6219.805664
	Iteration 99Q: 3 clusters Score -2.79678e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259907 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -27967828.000000 Penalty: 6219.805664
	Iteration 100F: 3 clusters Score -2.796783e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260003 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -27967794.000000 Penalty: 6219.805664
	Iteration 101Q: 3 clusters Score -2.796779e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260072 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -27967754.000000 Penalty: 6219.805664
	Iteration 102Q: 3 clusters Score -2.796775e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260142 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -27967798.000000 Penalty: 6219.805664
	Iteration 103Q: 3 clusters Score -2.79678e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260201 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -27967830.000000 Penalty: 6219.805664
	Iteration 104Q: 3 clusters Score -2.796783e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260271 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -27967816.000000 Penalty: 6219.805664
	Iteration 105Q: 3 clusters Score -2.796782e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260323 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -27967824.000000 Penalty: 6219.805664
	Iteration 106Q: 3 clusters Score -2.796782e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260374 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -27967826.000000 Penalty: 6219.805664
	Iteration 107Q: 3 clusters Score -2.796783e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260440 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -27967784.000000 Penalty: 6219.805664
	Iteration 108Q: 3 clusters Score -2.796778e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260504 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -27967824.000000 Penalty: 6219.805664
	Iteration 109Q: 3 clusters Score -2.796782e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260574 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -27967848.000000 Penalty: 6219.805664
	Iteration 110Q: 3 clusters Score -2.796785e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260642 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -27967846.000000 Penalty: 6219.805664
	Iteration 111Q: 3 clusters Score -2.796785e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260696 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -27967866.000000 Penalty: 6219.805664
	Iteration 112Q: 3 clusters Score -2.796787e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260753 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -27967872.000000 Penalty: 6219.805664
	Iteration 113Q: 3 clusters Score -2.796787e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260824 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -27967898.000000 Penalty: 6219.805664
	Iteration 114Q: 3 clusters Score -2.79679e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260900 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -27967866.000000 Penalty: 6219.805664
	Iteration 115Q: 3 clusters Score -2.796787e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260986 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -27967840.000000 Penalty: 6219.805664
	Iteration 116Q: 3 clusters Score -2.796784e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261068 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -27967858.000000 Penalty: 6219.805664
	Iteration 117Q: 3 clusters Score -2.796786e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261163 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -27967930.000000 Penalty: 6219.805664
	Iteration 118Q: 3 clusters Score -2.796793e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261258 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -27967958.000000 Penalty: 6219.805664
	Iteration 119Q: 3 clusters Score -2.796796e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261344 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -27967936.000000 Penalty: 6219.805664
	Iteration 120F: 3 clusters Score -2.796794e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261432 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -27967938.000000 Penalty: 6219.805664
	Iteration 121Q: 3 clusters Score -2.796794e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261519 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -27967942.000000 Penalty: 6219.805664
	Iteration 122Q: 3 clusters Score -2.796794e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261604 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -27967940.000000 Penalty: 6219.805664
	Iteration 123Q: 3 clusters Score -2.796794e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261680 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -27967942.000000 Penalty: 6219.805664
	Iteration 124Q: 3 clusters Score -2.796794e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261731 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -27967948.000000 Penalty: 6219.805664
	Iteration 125Q: 3 clusters Score -2.796795e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261796 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -27967930.000000 Penalty: 6219.805664
	Iteration 126Q: 3 clusters Score -2.796793e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261870 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -27967922.000000 Penalty: 6219.805664
	Iteration 127Q: 3 clusters Score -2.796792e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261957 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -27967896.000000 Penalty: 6219.805664
	Iteration 128Q: 3 clusters Score -2.79679e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262032 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -27967870.000000 Penalty: 6219.805664
	Iteration 129Q: 3 clusters Score -2.796787e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262116 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -27967862.000000 Penalty: 6219.805664
	Iteration 130Q: 3 clusters Score -2.796786e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262189 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -27967884.000000 Penalty: 6219.805664
	Iteration 131Q: 3 clusters Score -2.796788e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262255 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -27967888.000000 Penalty: 6219.805664
	Iteration 132Q: 3 clusters Score -2.796789e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262321 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -27967908.000000 Penalty: 6219.805664
	Iteration 133Q: 3 clusters Score -2.796791e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262370 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -27967910.000000 Penalty: 6219.805664
	Iteration 134Q: 3 clusters Score -2.796791e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262423 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -27967940.000000 Penalty: 6219.805664
	Iteration 135Q: 3 clusters Score -2.796794e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262460 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -27967942.000000 Penalty: 6219.805664
	Iteration 136Q: 3 clusters Score -2.796794e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262502 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -27967958.000000 Penalty: 6219.805664
	Iteration 137Q: 3 clusters Score -2.796796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262527 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -27967968.000000 Penalty: 6219.805664
	Iteration 138Q: 3 clusters Score -2.796797e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262558 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -27967964.000000 Penalty: 6219.805664
	Iteration 139Q: 3 clusters Score -2.796796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262582 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -27967952.000000 Penalty: 6219.805664
	Iteration 140F: 3 clusters Score -2.796795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262603 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -27967940.000000 Penalty: 6219.805664
	Iteration 141Q: 3 clusters Score -2.796794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262626 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -27967970.000000 Penalty: 6219.805664
	Iteration 142Q: 3 clusters Score -2.796797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262642 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -27967970.000000 Penalty: 6219.805664
	Iteration 143Q: 3 clusters Score -2.796797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262657 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -27967968.000000 Penalty: 6219.805664
	Iteration 144Q: 3 clusters Score -2.796797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262675 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -27967964.000000 Penalty: 6219.805664
	Iteration 145Q: 3 clusters Score -2.796796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262691 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -27967986.000000 Penalty: 6219.805664
	Iteration 146Q: 3 clusters Score -2.796799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262707 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -27967990.000000 Penalty: 6219.805664
	Iteration 147Q: 3 clusters Score -2.796799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262730 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -27967986.000000 Penalty: 6219.805664
	Iteration 148Q: 3 clusters Score -2.796799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262744 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -27967996.000000 Penalty: 6219.805664
	Iteration 149Q: 3 clusters Score -2.7968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262759 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -27967968.000000 Penalty: 6219.805664
	Iteration 150Q: 3 clusters Score -2.796797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262777 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -27967958.000000 Penalty: 6219.805664
	Iteration 151Q: 3 clusters Score -2.796796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262797 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -27967972.000000 Penalty: 6219.805664
	Iteration 152Q: 3 clusters Score -2.796797e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262819 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -27967982.000000 Penalty: 6219.805664
	Iteration 153Q: 3 clusters Score -2.796798e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262847 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -27967990.000000 Penalty: 6219.805664
	Iteration 154Q: 3 clusters Score -2.796799e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262877 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -27967984.000000 Penalty: 6219.805664
	Iteration 155Q: 3 clusters Score -2.796798e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262899 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -27968030.000000 Penalty: 6219.805664
	Iteration 156Q: 3 clusters Score -2.796803e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262921 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -27968006.000000 Penalty: 6219.805664
	Iteration 157Q: 3 clusters Score -2.796801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262942 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -27968030.000000 Penalty: 6219.805664
	Iteration 158Q: 3 clusters Score -2.796803e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262969 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -27968014.000000 Penalty: 6219.805664
	Iteration 159Q: 3 clusters Score -2.796801e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262993 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -27968010.000000 Penalty: 6219.805664
	Iteration 160F: 3 clusters Score -2.796801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263015 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -27968010.000000 Penalty: 6219.805664
	Iteration 161Q: 3 clusters Score -2.796801e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263036 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -27968008.000000 Penalty: 6219.805664
	Iteration 162Q: 3 clusters Score -2.796801e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263056 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -27967986.000000 Penalty: 6219.805664
	Iteration 163Q: 3 clusters Score -2.796799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263068 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -27967970.000000 Penalty: 6219.805664
	Iteration 164Q: 3 clusters Score -2.796797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263076 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -27967994.000000 Penalty: 6219.805664
	Iteration 165Q: 3 clusters Score -2.796799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263084 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -27967992.000000 Penalty: 6219.805664
	Iteration 166Q: 3 clusters Score -2.796799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263091 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -27967968.000000 Penalty: 6219.805664
	Iteration 167Q: 3 clusters Score -2.796797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263105 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -27967982.000000 Penalty: 6219.805664
	Iteration 168Q: 3 clusters Score -2.796798e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263125 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -27968008.000000 Penalty: 6219.805664
	Iteration 169Q: 3 clusters Score -2.796801e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263145 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -27968032.000000 Penalty: 6219.805664
	Iteration 170Q: 3 clusters Score -2.796803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263153 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -27968040.000000 Penalty: 6219.805664
	Iteration 171Q: 3 clusters Score -2.796804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263160 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -27968034.000000 Penalty: 6219.805664
	Iteration 172Q: 3 clusters Score -2.796803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263167 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -27968022.000000 Penalty: 6219.805664
	Iteration 173Q: 3 clusters Score -2.796802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263171 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -27968034.000000 Penalty: 6219.805664
	Iteration 174Q: 3 clusters Score -2.796803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263179 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -27968024.000000 Penalty: 6219.805664
	Iteration 175Q: 3 clusters Score -2.796802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263183 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -27968034.000000 Penalty: 6219.805664
	Iteration 176Q: 3 clusters Score -2.796803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263185 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -27968030.000000 Penalty: 6219.805664
	Iteration 177Q: 3 clusters Score -2.796803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263187 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -27968028.000000 Penalty: 6219.805664
	Iteration 178Q: 3 clusters Score -2.796803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263188 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -27968030.000000 Penalty: 6219.805664
	Iteration 179Q: 3 clusters Score -2.796803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263189 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -27968016.000000 Penalty: 6219.805664
	Iteration 180F: 3 clusters Score -2.796802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Entering Unmasked Estep 
Score: -955790.250000 Penalty: 2273.833984
	Iteration 0F: 2 clusters Score -955790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -948379.687500 Penalty: 4547.667969
	Iteration 0F: 3 clusters Score -948379.7 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -950541.375000 Penalty: 4547.667969
	Iteration 1F: 3 clusters Score -950541.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -950870.000000 Penalty: 4547.667969
	Iteration 2F: 3 clusters Score -950870 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -951100.750000 Penalty: 4547.667969
	Iteration 3Q: 3 clusters Score -951100.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -951286.187500 Penalty: 4547.667969
	Iteration 4Q: 3 clusters Score -951286.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -951466.187500 Penalty: 4547.667969
	Iteration 5Q: 3 clusters Score -951466.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -951640.875000 Penalty: 4547.667969
	Iteration 6Q: 3 clusters Score -951640.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -951802.062500 Penalty: 4547.667969
	Iteration 7Q: 3 clusters Score -951802.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -951974.375000 Penalty: 4547.667969
	Iteration 8Q: 3 clusters Score -951974.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -952147.000000 Penalty: 4547.667969
	Iteration 9Q: 3 clusters Score -952147 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -952320.750000 Penalty: 4547.667969
	Iteration 10Q: 3 clusters Score -952320.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -952495.125000 Penalty: 4547.667969
	Iteration 11Q: 3 clusters Score -952495.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -952653.937500 Penalty: 4547.667969
	Iteration 12Q: 3 clusters Score -952653.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -952793.937500 Penalty: 4547.667969
	Iteration 13Q: 3 clusters Score -952793.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -952918.187500 Penalty: 4547.667969
	Iteration 14Q: 3 clusters Score -952918.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -953019.937500 Penalty: 4547.667969
	Iteration 15Q: 3 clusters Score -953019.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -953087.750000 Penalty: 4547.667969
	Iteration 16Q: 3 clusters Score -953087.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -953136.250000 Penalty: 4547.667969
	Iteration 17Q: 3 clusters Score -953136.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -953163.125000 Penalty: 4547.667969
	Iteration 18Q: 3 clusters Score -953163.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -953187.062500 Penalty: 4547.667969
	Iteration 19Q: 3 clusters Score -953187.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -953213.000000 Penalty: 4547.667969
	Iteration 20F: 3 clusters Score -953213 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -953230.125000 Penalty: 4547.667969
	Iteration 21Q: 3 clusters Score -953230.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -953246.125000 Penalty: 4547.667969
	Iteration 22Q: 3 clusters Score -953246.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -953259.250000 Penalty: 4547.667969
	Iteration 23Q: 3 clusters Score -953259.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -953267.437500 Penalty: 4547.667969
	Iteration 24Q: 3 clusters Score -953267.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -953276.500000 Penalty: 4547.667969
	Iteration 25Q: 3 clusters Score -953276.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -953286.937500 Penalty: 4547.667969
	Iteration 26Q: 3 clusters Score -953286.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -953297.750000 Penalty: 4547.667969
	Iteration 27Q: 3 clusters Score -953297.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -953311.500000 Penalty: 4547.667969
	Iteration 28Q: 3 clusters Score -953311.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -953322.562500 Penalty: 4547.667969
	Iteration 29Q: 3 clusters Score -953322.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -953335.375000 Penalty: 4547.667969
	Iteration 30Q: 3 clusters Score -953335.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -953343.250000 Penalty: 4547.667969
	Iteration 31Q: 3 clusters Score -953343.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -953356.562500 Penalty: 4547.667969
	Iteration 32Q: 3 clusters Score -953356.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -953362.437500 Penalty: 4547.667969
	Iteration 33Q: 3 clusters Score -953362.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -953370.812500 Penalty: 4547.667969
	Iteration 34Q: 3 clusters Score -953370.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -953377.437500 Penalty: 4547.667969
	Iteration 35Q: 3 clusters Score -953377.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -953384.750000 Penalty: 4547.667969
	Iteration 36Q: 3 clusters Score -953384.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -953393.812500 Penalty: 4547.667969
	Iteration 37Q: 3 clusters Score -953393.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -953401.375000 Penalty: 4547.667969
	Iteration 38Q: 3 clusters Score -953401.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -953410.937500 Penalty: 4547.667969
	Iteration 39Q: 3 clusters Score -953410.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -953418.750000 Penalty: 4547.667969
	Iteration 40F: 3 clusters Score -953418.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -953428.375000 Penalty: 4547.667969
	Iteration 41Q: 3 clusters Score -953428.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -953432.187500 Penalty: 4547.667969
	Iteration 42Q: 3 clusters Score -953432.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -953442.750000 Penalty: 4547.667969
	Iteration 43Q: 3 clusters Score -953442.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -953449.750000 Penalty: 4547.667969
	Iteration 44Q: 3 clusters Score -953449.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -953459.187500 Penalty: 4547.667969
	Iteration 45Q: 3 clusters Score -953459.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -953466.187500 Penalty: 4547.667969
	Iteration 46Q: 3 clusters Score -953466.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -953476.687500 Penalty: 4547.667969
	Iteration 47Q: 3 clusters Score -953476.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -953487.375000 Penalty: 4547.667969
	Iteration 48Q: 3 clusters Score -953487.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -953488.500000 Penalty: 4547.667969
	Iteration 49Q: 3 clusters Score -953488.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -953493.937500 Penalty: 4547.667969
	Iteration 50Q: 3 clusters Score -953493.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -953497.812500 Penalty: 4547.667969
	Iteration 51Q: 3 clusters Score -953497.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -953498.937500 Penalty: 4547.667969
	Iteration 52Q: 3 clusters Score -953498.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -953508.062500 Penalty: 4547.667969
	Iteration 53Q: 3 clusters Score -953508.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -953512.000000 Penalty: 4547.667969
	Iteration 54Q: 3 clusters Score -953512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -953519.250000 Penalty: 4547.667969
	Iteration 55Q: 3 clusters Score -953519.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -953526.750000 Penalty: 4547.667969
	Iteration 56Q: 3 clusters Score -953526.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -953533.062500 Penalty: 4547.667969
	Iteration 57Q: 3 clusters Score -953533.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -953540.875000 Penalty: 4547.667969
	Iteration 58Q: 3 clusters Score -953540.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -953549.875000 Penalty: 4547.667969
	Iteration 59Q: 3 clusters Score -953549.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -953555.625000 Penalty: 4547.667969
	Iteration 60F: 3 clusters Score -953555.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -953567.687500 Penalty: 4547.667969
	Iteration 61Q: 3 clusters Score -953567.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -953574.687500 Penalty: 4547.667969
	Iteration 62Q: 3 clusters Score -953574.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -953583.562500 Penalty: 4547.667969
	Iteration 63Q: 3 clusters Score -953583.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -953593.250000 Penalty: 4547.667969
	Iteration 64Q: 3 clusters Score -953593.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -953600.375000 Penalty: 4547.667969
	Iteration 65Q: 3 clusters Score -953600.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -953611.875000 Penalty: 4547.667969
	Iteration 66Q: 3 clusters Score -953611.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -953618.625000 Penalty: 4547.667969
	Iteration 67Q: 3 clusters Score -953618.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -953626.250000 Penalty: 4547.667969
	Iteration 68Q: 3 clusters Score -953626.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -953629.187500 Penalty: 4547.667969
	Iteration 69Q: 3 clusters Score -953629.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -953631.312500 Penalty: 4547.667969
	Iteration 70Q: 3 clusters Score -953631.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -953638.500000 Penalty: 4547.667969
	Iteration 71Q: 3 clusters Score -953638.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -953644.812500 Penalty: 4547.667969
	Iteration 72Q: 3 clusters Score -953644.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -953648.750000 Penalty: 4547.667969
	Iteration 73Q: 3 clusters Score -953648.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -953651.625000 Penalty: 4547.667969
	Iteration 74Q: 3 clusters Score -953651.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -953657.250000 Penalty: 4547.667969
	Iteration 75Q: 3 clusters Score -953657.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -953663.625000 Penalty: 4547.667969
	Iteration 76Q: 3 clusters Score -953663.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -953669.625000 Penalty: 4547.667969
	Iteration 77Q: 3 clusters Score -953669.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -953672.750000 Penalty: 4547.667969
	Iteration 78Q: 3 clusters Score -953672.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -953677.125000 Penalty: 4547.667969
	Iteration 79Q: 3 clusters Score -953677.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -953683.250000 Penalty: 4547.667969
	Iteration 80F: 3 clusters Score -953683.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -953689.937500 Penalty: 4547.667969
	Iteration 81Q: 3 clusters Score -953689.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -953692.375000 Penalty: 4547.667969
	Iteration 82Q: 3 clusters Score -953692.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -953695.687500 Penalty: 4547.667969
	Iteration 83Q: 3 clusters Score -953695.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -953695.937500 Penalty: 4547.667969
	Iteration 84Q: 3 clusters Score -953695.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -953699.875000 Penalty: 4547.667969
	Iteration 85Q: 3 clusters Score -953699.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -953699.625000 Penalty: 4547.667969
	Iteration 86Q: 3 clusters Score -953699.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -953703.000000 Penalty: 4547.667969
	Iteration 87Q: 3 clusters Score -953703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -953705.625000 Penalty: 4547.667969
	Iteration 88Q: 3 clusters Score -953705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -953706.937500 Penalty: 4547.667969
	Iteration 89Q: 3 clusters Score -953706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -953704.750000 Penalty: 4547.667969
	Iteration 90Q: 3 clusters Score -953704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -953707.312500 Penalty: 4547.667969
	Iteration 91Q: 3 clusters Score -953707.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -953705.875000 Penalty: 4547.667969
	Iteration 92Q: 3 clusters Score -953705.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -953708.500000 Penalty: 4547.667969
	Iteration 93Q: 3 clusters Score -953708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -953708.187500 Penalty: 4547.667969
	Iteration 94Q: 3 clusters Score -953708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -953708.250000 Penalty: 4547.667969
	Iteration 95Q: 3 clusters Score -953708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -953708.625000 Penalty: 4547.667969
	Iteration 96Q: 3 clusters Score -953708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -953709.437500 Penalty: 4547.667969
	Iteration 97Q: 3 clusters Score -953709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -953709.187500 Penalty: 4547.667969
	Iteration 98Q: 3 clusters Score -953709.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -953709.187500 Penalty: 4547.667969
	Iteration 99F: 3 clusters Score -953709.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (207812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207812 members 
Entering Unmasked Estep 
Score: -20931632.000000 Penalty: 3036.608643
	Iteration 0F: 2 clusters Score -2.093163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 104180 members 
Entering Unmasked Estep 
Score: -20792742.000000 Penalty: 6073.217285
	Iteration 0F: 3 clusters Score -2.079274e+07 nChanged 99834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 106730 members 
Entering Unmasked Estep 
Score: -20851282.000000 Penalty: 6073.217285
	Iteration 1F: 3 clusters Score -2.085128e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99202 members 
Mstep: Class 2 contains 108610 members 
Entering Unmasked Estep 
Score: -20852268.000000 Penalty: 6073.217285
	Iteration 2Q: 3 clusters Score -2.085227e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96267 members 
Mstep: Class 2 contains 111545 members 
Entering Unmasked Estep 
Score: -20853624.000000 Penalty: 6073.217285
	Iteration 3Q: 3 clusters Score -2.085362e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 116041 members 
Entering Unmasked Estep 
Score: -20855498.000000 Penalty: 6073.217285
	Iteration 4Q: 3 clusters Score -2.08555e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85061 members 
Mstep: Class 2 contains 122751 members 
Entering Unmasked Estep 
Score: -20858636.000000 Penalty: 6073.217285
	Iteration 5Q: 3 clusters Score -2.085864e+07 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75174 members 
Mstep: Class 2 contains 132638 members 
Entering Unmasked Estep 
Score: -20864046.000000 Penalty: 6073.217285
	Iteration 6Q: 3 clusters Score -2.086405e+07 nChanged 13588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61716 members 
Mstep: Class 2 contains 146096 members 
Entering Unmasked Estep 
Score: -20873170.000000 Penalty: 6073.217285
	Iteration 7F: 3 clusters Score -2.087317e+07 nChanged 16546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 162622 members 
Entering Unmasked Estep 
Score: -20886744.000000 Penalty: 6073.217285
	Iteration 8F: 3 clusters Score -2.088674e+07 nChanged 17134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 179756 members 
Entering Unmasked Estep 
Score: -20902542.000000 Penalty: 6073.217285
	Iteration 9F: 3 clusters Score -2.090254e+07 nChanged 13816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 193572 members 
Entering Unmasked Estep 
Score: -20915672.000000 Penalty: 6073.217285
	Iteration 10F: 3 clusters Score -2.091567e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 202135 members 
Entering Unmasked Estep 
Score: -20923838.000000 Penalty: 6073.217285
	Iteration 11Q: 3 clusters Score -2.092384e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 205956 members 
Entering Unmasked Estep 
Score: -20927248.000000 Penalty: 6073.217285
	Iteration 12Q: 3 clusters Score -2.092725e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 207153 members 
Entering Unmasked Estep 
Score: -20928312.000000 Penalty: 6073.217285
	Iteration 13Q: 3 clusters Score -2.092831e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 207457 members 
Entering Unmasked Estep 
Score: -20928686.000000 Penalty: 6073.217285
	Iteration 14Q: 3 clusters Score -2.092869e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 207540 members 
Entering Unmasked Estep 
Score: -20928822.000000 Penalty: 6073.217285
	Iteration 15Q: 3 clusters Score -2.092882e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 207562 members 
Entering Unmasked Estep 
Score: -20928870.000000 Penalty: 6073.217285
	Iteration 16Q: 3 clusters Score -2.092887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 207572 members 
Entering Unmasked Estep 
Score: -20928878.000000 Penalty: 6073.217285
	Iteration 17Q: 3 clusters Score -2.092888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 207579 members 
Entering Unmasked Estep 
Score: -20928894.000000 Penalty: 6073.217285
	Iteration 18Q: 3 clusters Score -2.092889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 207587 members 
Entering Unmasked Estep 
Score: -20928904.000000 Penalty: 6073.217285
	Iteration 19Q: 3 clusters Score -2.09289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 207589 members 
Entering Unmasked Estep 
Score: -20928906.000000 Penalty: 6073.217285
	Iteration 20F: 3 clusters Score -2.092891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 207592 members 
Entering Unmasked Estep 
Score: -20928920.000000 Penalty: 6073.217285
	Iteration 21Q: 3 clusters Score -2.092892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 207591 members 
Entering Unmasked Estep 
Score: -20928922.000000 Penalty: 6073.217285
	Iteration 22Q: 3 clusters Score -2.092892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 207591 members 
Entering Unmasked Estep 
Score: -20928922.000000 Penalty: 6073.217285
	Iteration 23F: 3 clusters Score -2.092892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Entering Unmasked Estep 
Score: -857755.812500 Penalty: 2245.140137
	Iteration 0F: 2 clusters Score -857755.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -851012.312500 Penalty: 4490.280273
	Iteration 0F: 3 clusters Score -851012.3 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -852949.187500 Penalty: 4490.280273
	Iteration 1F: 3 clusters Score -852949.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -853204.625000 Penalty: 4490.280273
	Iteration 2F: 3 clusters Score -853204.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -853400.687500 Penalty: 4490.280273
	Iteration 3Q: 3 clusters Score -853400.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -853551.437500 Penalty: 4490.280273
	Iteration 4Q: 3 clusters Score -853551.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -853680.125000 Penalty: 4490.280273
	Iteration 5Q: 3 clusters Score -853680.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -853783.125000 Penalty: 4490.280273
	Iteration 6Q: 3 clusters Score -853783.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -853880.500000 Penalty: 4490.280273
	Iteration 7Q: 3 clusters Score -853880.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -853954.937500 Penalty: 4490.280273
	Iteration 8Q: 3 clusters Score -853954.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -854030.000000 Penalty: 4490.280273
	Iteration 9Q: 3 clusters Score -854030 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -854099.562500 Penalty: 4490.280273
	Iteration 10Q: 3 clusters Score -854099.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -854166.125000 Penalty: 4490.280273
	Iteration 11Q: 3 clusters Score -854166.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -854230.812500 Penalty: 4490.280273
	Iteration 12Q: 3 clusters Score -854230.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -854303.062500 Penalty: 4490.280273
	Iteration 13Q: 3 clusters Score -854303.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -854395.562500 Penalty: 4490.280273
	Iteration 14Q: 3 clusters Score -854395.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -854500.500000 Penalty: 4490.280273
	Iteration 15Q: 3 clusters Score -854500.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -854607.000000 Penalty: 4490.280273
	Iteration 16Q: 3 clusters Score -854607 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -854733.312500 Penalty: 4490.280273
	Iteration 17Q: 3 clusters Score -854733.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -854890.500000 Penalty: 4490.280273
	Iteration 18Q: 3 clusters Score -854890.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -855046.312500 Penalty: 4490.280273
	Iteration 19Q: 3 clusters Score -855046.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -855201.625000 Penalty: 4490.280273
	Iteration 20F: 3 clusters Score -855201.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -855346.062500 Penalty: 4490.280273
	Iteration 21Q: 3 clusters Score -855346.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -855466.937500 Penalty: 4490.280273
	Iteration 22Q: 3 clusters Score -855466.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -855567.562500 Penalty: 4490.280273
	Iteration 23Q: 3 clusters Score -855567.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -855646.625000 Penalty: 4490.280273
	Iteration 24Q: 3 clusters Score -855646.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -855706.062500 Penalty: 4490.280273
	Iteration 25Q: 3 clusters Score -855706.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -855772.875000 Penalty: 4490.280273
	Iteration 26Q: 3 clusters Score -855772.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -855814.312500 Penalty: 4490.280273
	Iteration 27Q: 3 clusters Score -855814.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -855844.875000 Penalty: 4490.280273
	Iteration 28Q: 3 clusters Score -855844.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -855865.937500 Penalty: 4490.280273
	Iteration 29Q: 3 clusters Score -855865.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -855895.312500 Penalty: 4490.280273
	Iteration 30Q: 3 clusters Score -855895.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -855917.062500 Penalty: 4490.280273
	Iteration 31Q: 3 clusters Score -855917.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -855935.312500 Penalty: 4490.280273
	Iteration 32Q: 3 clusters Score -855935.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -855951.187500 Penalty: 4490.280273
	Iteration 33Q: 3 clusters Score -855951.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -855958.687500 Penalty: 4490.280273
	Iteration 34Q: 3 clusters Score -855958.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -855966.062500 Penalty: 4490.280273
	Iteration 35Q: 3 clusters Score -855966.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -855974.687500 Penalty: 4490.280273
	Iteration 36Q: 3 clusters Score -855974.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -855982.375000 Penalty: 4490.280273
	Iteration 37Q: 3 clusters Score -855982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -855985.375000 Penalty: 4490.280273
	Iteration 38Q: 3 clusters Score -855985.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -855992.875000 Penalty: 4490.280273
	Iteration 39Q: 3 clusters Score -855992.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -855996.125000 Penalty: 4490.280273
	Iteration 40F: 3 clusters Score -855996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -855997.562500 Penalty: 4490.280273
	Iteration 41Q: 3 clusters Score -855997.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -855997.562500 Penalty: 4490.280273
	Iteration 42F: 3 clusters Score -855997.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Entering Unmasked Estep 
Score: -711637.375000 Penalty: 2207.707764
	Iteration 0F: 2 clusters Score -711637.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -705589.437500 Penalty: 4415.415527
	Iteration 0F: 3 clusters Score -705589.4 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -707205.000000 Penalty: 4415.415527
	Iteration 1F: 3 clusters Score -707205 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -707559.500000 Penalty: 4415.415527
	Iteration 2F: 3 clusters Score -707559.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -707861.062500 Penalty: 4415.415527
	Iteration 3F: 3 clusters Score -707861.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -708206.437500 Penalty: 4415.415527
	Iteration 4F: 3 clusters Score -708206.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -708562.187500 Penalty: 4415.415527
	Iteration 5F: 3 clusters Score -708562.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -708869.875000 Penalty: 4415.415527
	Iteration 6F: 3 clusters Score -708869.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -709117.687500 Penalty: 4415.415527
	Iteration 7Q: 3 clusters Score -709117.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -709351.812500 Penalty: 4415.415527
	Iteration 8Q: 3 clusters Score -709351.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -709556.875000 Penalty: 4415.415527
	Iteration 9Q: 3 clusters Score -709556.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -709714.062500 Penalty: 4415.415527
	Iteration 10Q: 3 clusters Score -709714.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -709871.000000 Penalty: 4415.415527
	Iteration 11Q: 3 clusters Score -709871 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -709970.687500 Penalty: 4415.415527
	Iteration 12Q: 3 clusters Score -709970.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -710031.000000 Penalty: 4415.415527
	Iteration 13Q: 3 clusters Score -710031 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -710075.250000 Penalty: 4415.415527
	Iteration 14Q: 3 clusters Score -710075.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -710105.062500 Penalty: 4415.415527
	Iteration 15Q: 3 clusters Score -710105.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -710130.125000 Penalty: 4415.415527
	Iteration 16Q: 3 clusters Score -710130.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -710145.375000 Penalty: 4415.415527
	Iteration 17Q: 3 clusters Score -710145.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -710154.812500 Penalty: 4415.415527
	Iteration 18Q: 3 clusters Score -710154.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -710162.312500 Penalty: 4415.415527
	Iteration 19Q: 3 clusters Score -710162.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -710176.000000 Penalty: 4415.415527
	Iteration 20F: 3 clusters Score -710176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -710182.500000 Penalty: 4415.415527
	Iteration 21Q: 3 clusters Score -710182.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -710188.062500 Penalty: 4415.415527
	Iteration 22Q: 3 clusters Score -710188.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -710193.062500 Penalty: 4415.415527
	Iteration 23Q: 3 clusters Score -710193.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -710199.437500 Penalty: 4415.415527
	Iteration 24Q: 3 clusters Score -710199.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -710203.000000 Penalty: 4415.415527
	Iteration 25Q: 3 clusters Score -710203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -710208.375000 Penalty: 4415.415527
	Iteration 26Q: 3 clusters Score -710208.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -710214.250000 Penalty: 4415.415527
	Iteration 27Q: 3 clusters Score -710214.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -710216.250000 Penalty: 4415.415527
	Iteration 28Q: 3 clusters Score -710216.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -710222.062500 Penalty: 4415.415527
	Iteration 29Q: 3 clusters Score -710222.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -710226.687500 Penalty: 4415.415527
	Iteration 30Q: 3 clusters Score -710226.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -710233.312500 Penalty: 4415.415527
	Iteration 31Q: 3 clusters Score -710233.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -710239.937500 Penalty: 4415.415527
	Iteration 32Q: 3 clusters Score -710239.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -710243.000000 Penalty: 4415.415527
	Iteration 33Q: 3 clusters Score -710243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -710243.562500 Penalty: 4415.415527
	Iteration 34Q: 3 clusters Score -710243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -710243.562500 Penalty: 4415.415527
	Iteration 35Q: 3 clusters Score -710243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -710244.375000 Penalty: 4415.415527
	Iteration 36Q: 3 clusters Score -710244.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -710245.625000 Penalty: 4415.415527
	Iteration 37Q: 3 clusters Score -710245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -710247.062500 Penalty: 4415.415527
	Iteration 38Q: 3 clusters Score -710247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -710246.750000 Penalty: 4415.415527
	Iteration 39Q: 3 clusters Score -710246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -710246.812500 Penalty: 4415.415527
	Iteration 40F: 3 clusters Score -710246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -710249.062500 Penalty: 4415.415527
	Iteration 41Q: 3 clusters Score -710249.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -710249.062500 Penalty: 4415.415527
	Iteration 42F: 3 clusters Score -710249.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (149288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149288 members 
Entering Unmasked Estep 
Score: -15175805.000000 Penalty: 2954.580811
	Iteration 0F: 2 clusters Score -1.51758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -15075849.000000 Penalty: 5909.161621
	Iteration 0F: 3 clusters Score -1.507585e+07 nChanged 71252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74166 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
Score: -15117294.000000 Penalty: 5909.161621
	Iteration 1F: 3 clusters Score -1.511729e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74059 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -15118351.000000 Penalty: 5909.161621
	Iteration 2Q: 3 clusters Score -1.511835e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -15119970.000000 Penalty: 5909.161621
	Iteration 3Q: 3 clusters Score -1.511997e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -15122238.000000 Penalty: 5909.161621
	Iteration 4Q: 3 clusters Score -1.512224e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73406 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -15125476.000000 Penalty: 5909.161621
	Iteration 5Q: 3 clusters Score -1.512548e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -15129805.000000 Penalty: 5909.161621
	Iteration 6F: 3 clusters Score -1.51298e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -15135563.000000 Penalty: 5909.161621
	Iteration 7F: 3 clusters Score -1.513556e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -15141907.000000 Penalty: 5909.161621
	Iteration 8F: 3 clusters Score -1.514191e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
Score: -15147157.000000 Penalty: 5909.161621
	Iteration 9F: 3 clusters Score -1.514716e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 85504 members 
Entering Unmasked Estep 
Score: -15150644.000000 Penalty: 5909.161621
	Iteration 10Q: 3 clusters Score -1.515064e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -15152544.000000 Penalty: 5909.161621
	Iteration 11Q: 3 clusters Score -1.515254e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -15153718.000000 Penalty: 5909.161621
	Iteration 12Q: 3 clusters Score -1.515372e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 92514 members 
Entering Unmasked Estep 
Score: -15154371.000000 Penalty: 5909.161621
	Iteration 13Q: 3 clusters Score -1.515437e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -15154937.000000 Penalty: 5909.161621
	Iteration 14Q: 3 clusters Score -1.515494e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 96926 members 
Entering Unmasked Estep 
Score: -15155524.000000 Penalty: 5909.161621
	Iteration 15Q: 3 clusters Score -1.515552e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 99234 members 
Entering Unmasked Estep 
Score: -15156074.000000 Penalty: 5909.161621
	Iteration 16Q: 3 clusters Score -1.515607e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 101699 members 
Entering Unmasked Estep 
Score: -15156825.000000 Penalty: 5909.161621
	Iteration 17Q: 3 clusters Score -1.515682e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 104250 members 
Entering Unmasked Estep 
Score: -15157655.000000 Penalty: 5909.161621
	Iteration 18Q: 3 clusters Score -1.515766e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 106895 members 
Entering Unmasked Estep 
Score: -15158495.000000 Penalty: 5909.161621
	Iteration 19Q: 3 clusters Score -1.51585e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 109581 members 
Entering Unmasked Estep 
Score: -15159433.000000 Penalty: 5909.161621
	Iteration 20F: 3 clusters Score -1.515943e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 112390 members 
Entering Unmasked Estep 
Score: -15160408.000000 Penalty: 5909.161621
	Iteration 21Q: 3 clusters Score -1.516041e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 115322 members 
Entering Unmasked Estep 
Score: -15161658.000000 Penalty: 5909.161621
	Iteration 22Q: 3 clusters Score -1.516166e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 118283 members 
Entering Unmasked Estep 
Score: -15162809.000000 Penalty: 5909.161621
	Iteration 23Q: 3 clusters Score -1.516281e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 121237 members 
Entering Unmasked Estep 
Score: -15164124.000000 Penalty: 5909.161621
	Iteration 24Q: 3 clusters Score -1.516412e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 124091 members 
Entering Unmasked Estep 
Score: -15165491.000000 Penalty: 5909.161621
	Iteration 25Q: 3 clusters Score -1.516549e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 126843 members 
Entering Unmasked Estep 
Score: -15166822.000000 Penalty: 5909.161621
	Iteration 26Q: 3 clusters Score -1.516682e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 129429 members 
Entering Unmasked Estep 
Score: -15168083.000000 Penalty: 5909.161621
	Iteration 27Q: 3 clusters Score -1.516808e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 131839 members 
Entering Unmasked Estep 
Score: -15169234.000000 Penalty: 5909.161621
	Iteration 28Q: 3 clusters Score -1.516923e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 133977 members 
Entering Unmasked Estep 
Score: -15170156.000000 Penalty: 5909.161621
	Iteration 29Q: 3 clusters Score -1.517016e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 135844 members 
Entering Unmasked Estep 
Score: -15171016.000000 Penalty: 5909.161621
	Iteration 30Q: 3 clusters Score -1.517102e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 137531 members 
Entering Unmasked Estep 
Score: -15171767.000000 Penalty: 5909.161621
	Iteration 31Q: 3 clusters Score -1.517177e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 138998 members 
Entering Unmasked Estep 
Score: -15172391.000000 Penalty: 5909.161621
	Iteration 32Q: 3 clusters Score -1.517239e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 140171 members 
Entering Unmasked Estep 
Score: -15172863.000000 Penalty: 5909.161621
	Iteration 33Q: 3 clusters Score -1.517286e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 141158 members 
Entering Unmasked Estep 
Score: -15173205.000000 Penalty: 5909.161621
	Iteration 34Q: 3 clusters Score -1.51732e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 141958 members 
Entering Unmasked Estep 
Score: -15173490.000000 Penalty: 5909.161621
	Iteration 35Q: 3 clusters Score -1.517349e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 142609 members 
Entering Unmasked Estep 
Score: -15173664.000000 Penalty: 5909.161621
	Iteration 36Q: 3 clusters Score -1.517366e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 143105 members 
Entering Unmasked Estep 
Score: -15173857.000000 Penalty: 5909.161621
	Iteration 37Q: 3 clusters Score -1.517386e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 143530 members 
Entering Unmasked Estep 
Score: -15173933.000000 Penalty: 5909.161621
	Iteration 38Q: 3 clusters Score -1.517393e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 143883 members 
Entering Unmasked Estep 
Score: -15174056.000000 Penalty: 5909.161621
	Iteration 39Q: 3 clusters Score -1.517406e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 144179 members 
Entering Unmasked Estep 
Score: -15174153.000000 Penalty: 5909.161621
	Iteration 40F: 3 clusters Score -1.517415e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 144442 members 
Entering Unmasked Estep 
Score: -15174255.000000 Penalty: 5909.161621
	Iteration 41Q: 3 clusters Score -1.517426e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 144656 members 
Entering Unmasked Estep 
Score: -15174306.000000 Penalty: 5909.161621
	Iteration 42Q: 3 clusters Score -1.517431e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 144824 members 
Entering Unmasked Estep 
Score: -15174337.000000 Penalty: 5909.161621
	Iteration 43Q: 3 clusters Score -1.517434e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 144958 members 
Entering Unmasked Estep 
Score: -15174347.000000 Penalty: 5909.161621
	Iteration 44Q: 3 clusters Score -1.517435e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 145061 members 
Entering Unmasked Estep 
Score: -15174383.000000 Penalty: 5909.161621
	Iteration 45Q: 3 clusters Score -1.517438e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 145155 members 
Entering Unmasked Estep 
Score: -15174401.000000 Penalty: 5909.161621
	Iteration 46Q: 3 clusters Score -1.51744e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 145239 members 
Entering Unmasked Estep 
Score: -15174398.000000 Penalty: 5909.161621
	Iteration 47Q: 3 clusters Score -1.51744e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 145304 members 
Entering Unmasked Estep 
Score: -15174400.000000 Penalty: 5909.161621
	Iteration 48Q: 3 clusters Score -1.51744e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 145358 members 
Entering Unmasked Estep 
Score: -15174391.000000 Penalty: 5909.161621
	Iteration 49Q: 3 clusters Score -1.517439e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 145423 members 
Entering Unmasked Estep 
Score: -15174434.000000 Penalty: 5909.161621
	Iteration 50Q: 3 clusters Score -1.517443e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 145467 members 
Entering Unmasked Estep 
Score: -15174426.000000 Penalty: 5909.161621
	Iteration 51Q: 3 clusters Score -1.517443e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 145516 members 
Entering Unmasked Estep 
Score: -15174424.000000 Penalty: 5909.161621
	Iteration 52Q: 3 clusters Score -1.517442e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 145547 members 
Entering Unmasked Estep 
Score: -15174428.000000 Penalty: 5909.161621
	Iteration 53Q: 3 clusters Score -1.517443e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 145580 members 
Entering Unmasked Estep 
Score: -15174396.000000 Penalty: 5909.161621
	Iteration 54Q: 3 clusters Score -1.51744e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 145608 members 
Entering Unmasked Estep 
Score: -15174432.000000 Penalty: 5909.161621
	Iteration 55Q: 3 clusters Score -1.517443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 145629 members 
Entering Unmasked Estep 
Score: -15174436.000000 Penalty: 5909.161621
	Iteration 56Q: 3 clusters Score -1.517444e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 145649 members 
Entering Unmasked Estep 
Score: -15174436.000000 Penalty: 5909.161621
	Iteration 57Q: 3 clusters Score -1.517444e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 145669 members 
Entering Unmasked Estep 
Score: -15174448.000000 Penalty: 5909.161621
	Iteration 58Q: 3 clusters Score -1.517445e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 145691 members 
Entering Unmasked Estep 
Score: -15174434.000000 Penalty: 5909.161621
	Iteration 59Q: 3 clusters Score -1.517443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 145710 members 
Entering Unmasked Estep 
Score: -15174446.000000 Penalty: 5909.161621
	Iteration 60F: 3 clusters Score -1.517445e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 145733 members 
Entering Unmasked Estep 
Score: -15174427.000000 Penalty: 5909.161621
	Iteration 61Q: 3 clusters Score -1.517443e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 145754 members 
Entering Unmasked Estep 
Score: -15174428.000000 Penalty: 5909.161621
	Iteration 62Q: 3 clusters Score -1.517443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 145773 members 
Entering Unmasked Estep 
Score: -15174440.000000 Penalty: 5909.161621
	Iteration 63Q: 3 clusters Score -1.517444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 145795 members 
Entering Unmasked Estep 
Score: -15174440.000000 Penalty: 5909.161621
	Iteration 64Q: 3 clusters Score -1.517444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 145817 members 
Entering Unmasked Estep 
Score: -15174446.000000 Penalty: 5909.161621
	Iteration 65Q: 3 clusters Score -1.517445e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 145840 members 
Entering Unmasked Estep 
Score: -15174457.000000 Penalty: 5909.161621
	Iteration 66Q: 3 clusters Score -1.517446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 145852 members 
Entering Unmasked Estep 
Score: -15174484.000000 Penalty: 5909.161621
	Iteration 67Q: 3 clusters Score -1.517448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 145865 members 
Entering Unmasked Estep 
Score: -15174488.000000 Penalty: 5909.161621
	Iteration 68Q: 3 clusters Score -1.517449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 145873 members 
Entering Unmasked Estep 
Score: -15174491.000000 Penalty: 5909.161621
	Iteration 69Q: 3 clusters Score -1.517449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 145882 members 
Entering Unmasked Estep 
Score: -15174481.000000 Penalty: 5909.161621
	Iteration 70Q: 3 clusters Score -1.517448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 145889 members 
Entering Unmasked Estep 
Score: -15174475.000000 Penalty: 5909.161621
	Iteration 71Q: 3 clusters Score -1.517448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 145896 members 
Entering Unmasked Estep 
Score: -15174475.000000 Penalty: 5909.161621
	Iteration 72Q: 3 clusters Score -1.517448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 145905 members 
Entering Unmasked Estep 
Score: -15174478.000000 Penalty: 5909.161621
	Iteration 73Q: 3 clusters Score -1.517448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 145912 members 
Entering Unmasked Estep 
Score: -15174475.000000 Penalty: 5909.161621
	Iteration 74Q: 3 clusters Score -1.517448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 145922 members 
Entering Unmasked Estep 
Score: -15174472.000000 Penalty: 5909.161621
	Iteration 75Q: 3 clusters Score -1.517447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 145930 members 
Entering Unmasked Estep 
Score: -15174494.000000 Penalty: 5909.161621
	Iteration 76Q: 3 clusters Score -1.517449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 145933 members 
Entering Unmasked Estep 
Score: -15174498.000000 Penalty: 5909.161621
	Iteration 77Q: 3 clusters Score -1.51745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 145939 members 
Entering Unmasked Estep 
Score: -15174498.000000 Penalty: 5909.161621
	Iteration 78Q: 3 clusters Score -1.51745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 145945 members 
Entering Unmasked Estep 
Score: -15174478.000000 Penalty: 5909.161621
	Iteration 79Q: 3 clusters Score -1.517448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 145952 members 
Entering Unmasked Estep 
Score: -15174502.000000 Penalty: 5909.161621
	Iteration 80F: 3 clusters Score -1.51745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 145957 members 
Entering Unmasked Estep 
Score: -15174503.000000 Penalty: 5909.161621
	Iteration 81Q: 3 clusters Score -1.51745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 145965 members 
Entering Unmasked Estep 
Score: -15174487.000000 Penalty: 5909.161621
	Iteration 82Q: 3 clusters Score -1.517449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 145975 members 
Entering Unmasked Estep 
Score: -15174510.000000 Penalty: 5909.161621
	Iteration 83Q: 3 clusters Score -1.517451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 145984 members 
Entering Unmasked Estep 
Score: -15174515.000000 Penalty: 5909.161621
	Iteration 84Q: 3 clusters Score -1.517452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 145991 members 
Entering Unmasked Estep 
Score: -15174520.000000 Penalty: 5909.161621
	Iteration 85Q: 3 clusters Score -1.517452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 145999 members 
Entering Unmasked Estep 
Score: -15174524.000000 Penalty: 5909.161621
	Iteration 86Q: 3 clusters Score -1.517452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 146008 members 
Entering Unmasked Estep 
Score: -15174533.000000 Penalty: 5909.161621
	Iteration 87Q: 3 clusters Score -1.517453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 146017 members 
Entering Unmasked Estep 
Score: -15174523.000000 Penalty: 5909.161621
	Iteration 88Q: 3 clusters Score -1.517452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 146025 members 
Entering Unmasked Estep 
Score: -15174512.000000 Penalty: 5909.161621
	Iteration 89Q: 3 clusters Score -1.517451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 146028 members 
Entering Unmasked Estep 
Score: -15174512.000000 Penalty: 5909.161621
	Iteration 90Q: 3 clusters Score -1.517451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 146030 members 
Entering Unmasked Estep 
Score: -15174514.000000 Penalty: 5909.161621
	Iteration 91Q: 3 clusters Score -1.517451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 146033 members 
Entering Unmasked Estep 
Score: -15174511.000000 Penalty: 5909.161621
	Iteration 92Q: 3 clusters Score -1.517451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 146035 members 
Entering Unmasked Estep 
Score: -15174519.000000 Penalty: 5909.161621
	Iteration 93Q: 3 clusters Score -1.517452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 146037 members 
Entering Unmasked Estep 
Score: -15174521.000000 Penalty: 5909.161621
	Iteration 94Q: 3 clusters Score -1.517452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 146039 members 
Entering Unmasked Estep 
Score: -15174529.000000 Penalty: 5909.161621
	Iteration 95Q: 3 clusters Score -1.517453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 146041 members 
Entering Unmasked Estep 
Score: -15174527.000000 Penalty: 5909.161621
	Iteration 96Q: 3 clusters Score -1.517453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 146042 members 
Entering Unmasked Estep 
Score: -15174525.000000 Penalty: 5909.161621
	Iteration 97Q: 3 clusters Score -1.517452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 146043 members 
Entering Unmasked Estep 
Score: -15174525.000000 Penalty: 5909.161621
	Iteration 98Q: 3 clusters Score -1.517452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 146044 members 
Entering Unmasked Estep 
Score: -15174521.000000 Penalty: 5909.161621
	Iteration 99Q: 3 clusters Score -1.517452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 146044 members 
Entering Unmasked Estep 
Score: -15174521.000000 Penalty: 5909.161621
	Iteration 100F: 3 clusters Score -1.517452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Entering Unmasked Estep 
Score: -2562500.250000 Penalty: 2511.037109
	Iteration 0F: 2 clusters Score -2562500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2545185.000000 Penalty: 5022.074219
	Iteration 0F: 3 clusters Score -2545185 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2551356.750000 Penalty: 5022.074219
	Iteration 1F: 3 clusters Score -2551357 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2551902.250000 Penalty: 5022.074219
	Iteration 2F: 3 clusters Score -2551902 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2552415.750000 Penalty: 5022.074219
	Iteration 3Q: 3 clusters Score -2552416 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2552952.250000 Penalty: 5022.074219
	Iteration 4Q: 3 clusters Score -2552952 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2553540.250000 Penalty: 5022.074219
	Iteration 5Q: 3 clusters Score -2553540 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2554234.000000 Penalty: 5022.074219
	Iteration 6Q: 3 clusters Score -2554234 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2555170.750000 Penalty: 5022.074219
	Iteration 7F: 3 clusters Score -2555171 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2556248.000000 Penalty: 5022.074219
	Iteration 8F: 3 clusters Score -2556248 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2557184.500000 Penalty: 5022.074219
	Iteration 9Q: 3 clusters Score -2557184 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2557855.000000 Penalty: 5022.074219
	Iteration 10Q: 3 clusters Score -2557855 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2558266.000000 Penalty: 5022.074219
	Iteration 11Q: 3 clusters Score -2558266 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2558540.000000 Penalty: 5022.074219
	Iteration 12Q: 3 clusters Score -2558540 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2558735.000000 Penalty: 5022.074219
	Iteration 13Q: 3 clusters Score -2558735 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2558902.500000 Penalty: 5022.074219
	Iteration 14Q: 3 clusters Score -2558902 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2559039.500000 Penalty: 5022.074219
	Iteration 15Q: 3 clusters Score -2559040 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2559160.750000 Penalty: 5022.074219
	Iteration 16Q: 3 clusters Score -2559161 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -2559278.000000 Penalty: 5022.074219
	Iteration 17Q: 3 clusters Score -2559278 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2559391.250000 Penalty: 5022.074219
	Iteration 18Q: 3 clusters Score -2559391 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2559480.250000 Penalty: 5022.074219
	Iteration 19Q: 3 clusters Score -2559480 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2559567.000000 Penalty: 5022.074219
	Iteration 20F: 3 clusters Score -2559567 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2559623.000000 Penalty: 5022.074219
	Iteration 21Q: 3 clusters Score -2559623 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2559681.750000 Penalty: 5022.074219
	Iteration 22Q: 3 clusters Score -2559682 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2559741.750000 Penalty: 5022.074219
	Iteration 23Q: 3 clusters Score -2559742 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2559790.500000 Penalty: 5022.074219
	Iteration 24Q: 3 clusters Score -2559790 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -2559830.250000 Penalty: 5022.074219
	Iteration 25Q: 3 clusters Score -2559830 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2559875.750000 Penalty: 5022.074219
	Iteration 26Q: 3 clusters Score -2559876 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2559908.750000 Penalty: 5022.074219
	Iteration 27Q: 3 clusters Score -2559909 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -2559939.250000 Penalty: 5022.074219
	Iteration 28Q: 3 clusters Score -2559939 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -2559967.000000 Penalty: 5022.074219
	Iteration 29Q: 3 clusters Score -2559967 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2559996.750000 Penalty: 5022.074219
	Iteration 30Q: 3 clusters Score -2559997 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -2560031.000000 Penalty: 5022.074219
	Iteration 31Q: 3 clusters Score -2560031 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2560052.750000 Penalty: 5022.074219
	Iteration 32Q: 3 clusters Score -2560053 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -2560082.500000 Penalty: 5022.074219
	Iteration 33Q: 3 clusters Score -2560082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2560098.500000 Penalty: 5022.074219
	Iteration 34Q: 3 clusters Score -2560098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2560115.000000 Penalty: 5022.074219
	Iteration 35Q: 3 clusters Score -2560115 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -2560136.500000 Penalty: 5022.074219
	Iteration 36Q: 3 clusters Score -2560136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -2560154.250000 Penalty: 5022.074219
	Iteration 37Q: 3 clusters Score -2560154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -2560168.500000 Penalty: 5022.074219
	Iteration 38Q: 3 clusters Score -2560168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2560185.250000 Penalty: 5022.074219
	Iteration 39Q: 3 clusters Score -2560185 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -2560204.250000 Penalty: 5022.074219
	Iteration 40F: 3 clusters Score -2560204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2560212.250000 Penalty: 5022.074219
	Iteration 41Q: 3 clusters Score -2560212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2560230.500000 Penalty: 5022.074219
	Iteration 42Q: 3 clusters Score -2560230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2560236.250000 Penalty: 5022.074219
	Iteration 43Q: 3 clusters Score -2560236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -2560246.000000 Penalty: 5022.074219
	Iteration 44Q: 3 clusters Score -2560246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -2560257.500000 Penalty: 5022.074219
	Iteration 45Q: 3 clusters Score -2560258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -2560270.000000 Penalty: 5022.074219
	Iteration 46Q: 3 clusters Score -2560270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2560281.750000 Penalty: 5022.074219
	Iteration 47Q: 3 clusters Score -2560282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -2560301.000000 Penalty: 5022.074219
	Iteration 48Q: 3 clusters Score -2560301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2560308.000000 Penalty: 5022.074219
	Iteration 49Q: 3 clusters Score -2560308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2560324.000000 Penalty: 5022.074219
	Iteration 50Q: 3 clusters Score -2560324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -2560325.250000 Penalty: 5022.074219
	Iteration 51Q: 3 clusters Score -2560325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -2560330.500000 Penalty: 5022.074219
	Iteration 52Q: 3 clusters Score -2560330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -2560337.000000 Penalty: 5022.074219
	Iteration 53Q: 3 clusters Score -2560337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -2560339.750000 Penalty: 5022.074219
	Iteration 54Q: 3 clusters Score -2560340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -2560347.000000 Penalty: 5022.074219
	Iteration 55Q: 3 clusters Score -2560347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2560347.250000 Penalty: 5022.074219
	Iteration 56Q: 3 clusters Score -2560347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -2560352.000000 Penalty: 5022.074219
	Iteration 57Q: 3 clusters Score -2560352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2560362.500000 Penalty: 5022.074219
	Iteration 58Q: 3 clusters Score -2560362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2560365.500000 Penalty: 5022.074219
	Iteration 59Q: 3 clusters Score -2560366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -2560369.750000 Penalty: 5022.074219
	Iteration 60F: 3 clusters Score -2560370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -2560371.250000 Penalty: 5022.074219
	Iteration 61Q: 3 clusters Score -2560371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -2560376.250000 Penalty: 5022.074219
	Iteration 62Q: 3 clusters Score -2560376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -2560384.250000 Penalty: 5022.074219
	Iteration 63Q: 3 clusters Score -2560384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2560383.250000 Penalty: 5022.074219
	Iteration 64Q: 3 clusters Score -2560383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -2560384.500000 Penalty: 5022.074219
	Iteration 65Q: 3 clusters Score -2560384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2560386.250000 Penalty: 5022.074219
	Iteration 66Q: 3 clusters Score -2560386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2560387.500000 Penalty: 5022.074219
	Iteration 67Q: 3 clusters Score -2560388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2560388.750000 Penalty: 5022.074219
	Iteration 68Q: 3 clusters Score -2560389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -2560389.000000 Penalty: 5022.074219
	Iteration 69Q: 3 clusters Score -2560389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -2560389.000000 Penalty: 5022.074219
	Iteration 70F: 3 clusters Score -2560389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (143268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143268 members 
Entering Unmasked Estep 
Score: -14531297.000000 Penalty: 2944.373047
	Iteration 0F: 2 clusters Score -1.45313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -14435340.000000 Penalty: 5888.746094
	Iteration 0F: 3 clusters Score -1.443534e+07 nChanged 68331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -14474804.000000 Penalty: 5888.746094
	Iteration 1F: 3 clusters Score -1.44748e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70647 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -14475745.000000 Penalty: 5888.746094
	Iteration 2Q: 3 clusters Score -1.447574e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -14476834.000000 Penalty: 5888.746094
	Iteration 3Q: 3 clusters Score -1.447683e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -14477760.000000 Penalty: 5888.746094
	Iteration 4Q: 3 clusters Score -1.447776e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 76304 members 
Entering Unmasked Estep 
Score: -14478914.000000 Penalty: 5888.746094
	Iteration 5Q: 3 clusters Score -1.447891e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 79012 members 
Entering Unmasked Estep 
Score: -14480615.000000 Penalty: 5888.746094
	Iteration 6Q: 3 clusters Score -1.448062e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 82881 members 
Entering Unmasked Estep 
Score: -14483037.000000 Penalty: 5888.746094
	Iteration 7Q: 3 clusters Score -1.448304e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 88131 members 
Entering Unmasked Estep 
Score: -14486617.000000 Penalty: 5888.746094
	Iteration 8F: 3 clusters Score -1.448662e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 94648 members 
Entering Unmasked Estep 
Score: -14491580.000000 Penalty: 5888.746094
	Iteration 9F: 3 clusters Score -1.449158e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 101953 members 
Entering Unmasked Estep 
Score: -14498027.000000 Penalty: 5888.746094
	Iteration 10F: 3 clusters Score -1.449803e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 109078 members 
Entering Unmasked Estep 
Score: -14505044.000000 Penalty: 5888.746094
	Iteration 11F: 3 clusters Score -1.450504e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 114880 members 
Entering Unmasked Estep 
Score: -14510918.000000 Penalty: 5888.746094
	Iteration 12Q: 3 clusters Score -1.451092e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 119180 members 
Entering Unmasked Estep 
Score: -14514902.000000 Penalty: 5888.746094
	Iteration 13Q: 3 clusters Score -1.45149e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 122495 members 
Entering Unmasked Estep 
Score: -14517299.000000 Penalty: 5888.746094
	Iteration 14Q: 3 clusters Score -1.45173e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 125402 members 
Entering Unmasked Estep 
Score: -14518958.000000 Penalty: 5888.746094
	Iteration 15Q: 3 clusters Score -1.451896e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 127985 members 
Entering Unmasked Estep 
Score: -14520419.000000 Penalty: 5888.746094
	Iteration 16Q: 3 clusters Score -1.452042e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 130357 members 
Entering Unmasked Estep 
Score: -14521763.000000 Penalty: 5888.746094
	Iteration 17Q: 3 clusters Score -1.452176e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 132492 members 
Entering Unmasked Estep 
Score: -14523100.000000 Penalty: 5888.746094
	Iteration 18Q: 3 clusters Score -1.45231e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 134359 members 
Entering Unmasked Estep 
Score: -14524278.000000 Penalty: 5888.746094
	Iteration 19Q: 3 clusters Score -1.452428e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 135841 members 
Entering Unmasked Estep 
Score: -14525098.000000 Penalty: 5888.746094
	Iteration 20F: 3 clusters Score -1.45251e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 137034 members 
Entering Unmasked Estep 
Score: -14525819.000000 Penalty: 5888.746094
	Iteration 21Q: 3 clusters Score -1.452582e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 137999 members 
Entering Unmasked Estep 
Score: -14526296.000000 Penalty: 5888.746094
	Iteration 22Q: 3 clusters Score -1.45263e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 138812 members 
Entering Unmasked Estep 
Score: -14526709.000000 Penalty: 5888.746094
	Iteration 23Q: 3 clusters Score -1.452671e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 139503 members 
Entering Unmasked Estep 
Score: -14527069.000000 Penalty: 5888.746094
	Iteration 24Q: 3 clusters Score -1.452707e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 140084 members 
Entering Unmasked Estep 
Score: -14527380.000000 Penalty: 5888.746094
	Iteration 25Q: 3 clusters Score -1.452738e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 140568 members 
Entering Unmasked Estep 
Score: -14527638.000000 Penalty: 5888.746094
	Iteration 26Q: 3 clusters Score -1.452764e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 140984 members 
Entering Unmasked Estep 
Score: -14527868.000000 Penalty: 5888.746094
	Iteration 27Q: 3 clusters Score -1.452787e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 141301 members 
Entering Unmasked Estep 
Score: -14528029.000000 Penalty: 5888.746094
	Iteration 28Q: 3 clusters Score -1.452803e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 141558 members 
Entering Unmasked Estep 
Score: -14528184.000000 Penalty: 5888.746094
	Iteration 29Q: 3 clusters Score -1.452818e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 141760 members 
Entering Unmasked Estep 
Score: -14528336.000000 Penalty: 5888.746094
	Iteration 30Q: 3 clusters Score -1.452834e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 141929 members 
Entering Unmasked Estep 
Score: -14528409.000000 Penalty: 5888.746094
	Iteration 31Q: 3 clusters Score -1.452841e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 142040 members 
Entering Unmasked Estep 
Score: -14528499.000000 Penalty: 5888.746094
	Iteration 32Q: 3 clusters Score -1.45285e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 142121 members 
Entering Unmasked Estep 
Score: -14528557.000000 Penalty: 5888.746094
	Iteration 33Q: 3 clusters Score -1.452856e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 142194 members 
Entering Unmasked Estep 
Score: -14528599.000000 Penalty: 5888.746094
	Iteration 34Q: 3 clusters Score -1.45286e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 142244 members 
Entering Unmasked Estep 
Score: -14528632.000000 Penalty: 5888.746094
	Iteration 35Q: 3 clusters Score -1.452863e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 142280 members 
Entering Unmasked Estep 
Score: -14528665.000000 Penalty: 5888.746094
	Iteration 36Q: 3 clusters Score -1.452866e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 142313 members 
Entering Unmasked Estep 
Score: -14528682.000000 Penalty: 5888.746094
	Iteration 37Q: 3 clusters Score -1.452868e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 142339 members 
Entering Unmasked Estep 
Score: -14528684.000000 Penalty: 5888.746094
	Iteration 38Q: 3 clusters Score -1.452868e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 142362 members 
Entering Unmasked Estep 
Score: -14528687.000000 Penalty: 5888.746094
	Iteration 39Q: 3 clusters Score -1.452869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 142380 members 
Entering Unmasked Estep 
Score: -14528717.000000 Penalty: 5888.746094
	Iteration 40F: 3 clusters Score -1.452872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 142394 members 
Entering Unmasked Estep 
Score: -14528717.000000 Penalty: 5888.746094
	Iteration 41Q: 3 clusters Score -1.452872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 142405 members 
Entering Unmasked Estep 
Score: -14528714.000000 Penalty: 5888.746094
	Iteration 42Q: 3 clusters Score -1.452871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 142416 members 
Entering Unmasked Estep 
Score: -14528729.000000 Penalty: 5888.746094
	Iteration 43Q: 3 clusters Score -1.452873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 142425 members 
Entering Unmasked Estep 
Score: -14528729.000000 Penalty: 5888.746094
	Iteration 44Q: 3 clusters Score -1.452873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 142439 members 
Entering Unmasked Estep 
Score: -14528740.000000 Penalty: 5888.746094
	Iteration 45Q: 3 clusters Score -1.452874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 142458 members 
Entering Unmasked Estep 
Score: -14528753.000000 Penalty: 5888.746094
	Iteration 46Q: 3 clusters Score -1.452875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 142472 members 
Entering Unmasked Estep 
Score: -14528758.000000 Penalty: 5888.746094
	Iteration 47Q: 3 clusters Score -1.452876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 142479 members 
Entering Unmasked Estep 
Score: -14528759.000000 Penalty: 5888.746094
	Iteration 48Q: 3 clusters Score -1.452876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 142485 members 
Entering Unmasked Estep 
Score: -14528760.000000 Penalty: 5888.746094
	Iteration 49Q: 3 clusters Score -1.452876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 142492 members 
Entering Unmasked Estep 
Score: -14528761.000000 Penalty: 5888.746094
	Iteration 50Q: 3 clusters Score -1.452876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 142501 members 
Entering Unmasked Estep 
Score: -14528765.000000 Penalty: 5888.746094
	Iteration 51Q: 3 clusters Score -1.452876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 142503 members 
Entering Unmasked Estep 
Score: -14528768.000000 Penalty: 5888.746094
	Iteration 52Q: 3 clusters Score -1.452877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 142503 members 
Entering Unmasked Estep 
Score: -14528768.000000 Penalty: 5888.746094
	Iteration 53F: 3 clusters Score -1.452877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Entering Unmasked Estep 
Score: -1762297.875000 Penalty: 2418.617432
	Iteration 0F: 2 clusters Score -1762298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1750066.750000 Penalty: 4837.234863
	Iteration 0F: 3 clusters Score -1750067 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1754017.625000 Penalty: 4837.234863
	Iteration 1F: 3 clusters Score -1754018 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1754367.750000 Penalty: 4837.234863
	Iteration 2F: 3 clusters Score -1754368 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1754614.875000 Penalty: 4837.234863
	Iteration 3Q: 3 clusters Score -1754615 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1754811.375000 Penalty: 4837.234863
	Iteration 4Q: 3 clusters Score -1754811 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1754973.250000 Penalty: 4837.234863
	Iteration 5Q: 3 clusters Score -1754973 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1755129.000000 Penalty: 4837.234863
	Iteration 6Q: 3 clusters Score -1755129 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1755277.375000 Penalty: 4837.234863
	Iteration 7Q: 3 clusters Score -1755277 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1755439.000000 Penalty: 4837.234863
	Iteration 8Q: 3 clusters Score -1755439 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1755598.125000 Penalty: 4837.234863
	Iteration 9Q: 3 clusters Score -1755598 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1755764.000000 Penalty: 4837.234863
	Iteration 10Q: 3 clusters Score -1755764 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1755957.375000 Penalty: 4837.234863
	Iteration 11Q: 3 clusters Score -1755957 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1756152.625000 Penalty: 4837.234863
	Iteration 12Q: 3 clusters Score -1756153 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1756373.625000 Penalty: 4837.234863
	Iteration 13Q: 3 clusters Score -1756374 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1756661.000000 Penalty: 4837.234863
	Iteration 14Q: 3 clusters Score -1756661 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1757029.750000 Penalty: 4837.234863
	Iteration 15Q: 3 clusters Score -1757030 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1757490.500000 Penalty: 4837.234863
	Iteration 16Q: 3 clusters Score -1757490 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1757939.750000 Penalty: 4837.234863
	Iteration 17Q: 3 clusters Score -1757940 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1758273.375000 Penalty: 4837.234863
	Iteration 18Q: 3 clusters Score -1758273 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1758483.375000 Penalty: 4837.234863
	Iteration 19Q: 3 clusters Score -1758483 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1758595.500000 Penalty: 4837.234863
	Iteration 20F: 3 clusters Score -1758596 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1758660.875000 Penalty: 4837.234863
	Iteration 21Q: 3 clusters Score -1758661 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1758709.000000 Penalty: 4837.234863
	Iteration 22Q: 3 clusters Score -1758709 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1758750.000000 Penalty: 4837.234863
	Iteration 23Q: 3 clusters Score -1758750 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1758787.125000 Penalty: 4837.234863
	Iteration 24Q: 3 clusters Score -1758787 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1758829.000000 Penalty: 4837.234863
	Iteration 25Q: 3 clusters Score -1758829 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1758876.500000 Penalty: 4837.234863
	Iteration 26Q: 3 clusters Score -1758876 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1758924.875000 Penalty: 4837.234863
	Iteration 27Q: 3 clusters Score -1758925 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1758964.375000 Penalty: 4837.234863
	Iteration 28Q: 3 clusters Score -1758964 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1759005.625000 Penalty: 4837.234863
	Iteration 29Q: 3 clusters Score -1759006 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1759047.875000 Penalty: 4837.234863
	Iteration 30Q: 3 clusters Score -1759048 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1759087.000000 Penalty: 4837.234863
	Iteration 31Q: 3 clusters Score -1759087 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1759129.250000 Penalty: 4837.234863
	Iteration 32Q: 3 clusters Score -1759129 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1759165.750000 Penalty: 4837.234863
	Iteration 33Q: 3 clusters Score -1759166 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1759213.750000 Penalty: 4837.234863
	Iteration 34Q: 3 clusters Score -1759214 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1759265.125000 Penalty: 4837.234863
	Iteration 35Q: 3 clusters Score -1759265 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1759308.750000 Penalty: 4837.234863
	Iteration 36Q: 3 clusters Score -1759309 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1759339.375000 Penalty: 4837.234863
	Iteration 37Q: 3 clusters Score -1759339 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1759369.000000 Penalty: 4837.234863
	Iteration 38Q: 3 clusters Score -1759369 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1759396.250000 Penalty: 4837.234863
	Iteration 39Q: 3 clusters Score -1759396 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1759429.500000 Penalty: 4837.234863
	Iteration 40F: 3 clusters Score -1759430 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1759467.250000 Penalty: 4837.234863
	Iteration 41Q: 3 clusters Score -1759467 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1759502.125000 Penalty: 4837.234863
	Iteration 42Q: 3 clusters Score -1759502 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1759530.000000 Penalty: 4837.234863
	Iteration 43Q: 3 clusters Score -1759530 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1759559.625000 Penalty: 4837.234863
	Iteration 44Q: 3 clusters Score -1759560 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1759601.750000 Penalty: 4837.234863
	Iteration 45Q: 3 clusters Score -1759602 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1759628.750000 Penalty: 4837.234863
	Iteration 46Q: 3 clusters Score -1759629 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1759647.250000 Penalty: 4837.234863
	Iteration 47Q: 3 clusters Score -1759647 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1759663.875000 Penalty: 4837.234863
	Iteration 48Q: 3 clusters Score -1759664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1759678.625000 Penalty: 4837.234863
	Iteration 49Q: 3 clusters Score -1759679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1759689.750000 Penalty: 4837.234863
	Iteration 50Q: 3 clusters Score -1759690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1759700.500000 Penalty: 4837.234863
	Iteration 51Q: 3 clusters Score -1759700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1759710.250000 Penalty: 4837.234863
	Iteration 52Q: 3 clusters Score -1759710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1759717.750000 Penalty: 4837.234863
	Iteration 53Q: 3 clusters Score -1759718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1759729.125000 Penalty: 4837.234863
	Iteration 54Q: 3 clusters Score -1759729 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1759735.750000 Penalty: 4837.234863
	Iteration 55Q: 3 clusters Score -1759736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1759748.125000 Penalty: 4837.234863
	Iteration 56Q: 3 clusters Score -1759748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1759756.875000 Penalty: 4837.234863
	Iteration 57Q: 3 clusters Score -1759757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1759764.625000 Penalty: 4837.234863
	Iteration 58Q: 3 clusters Score -1759765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1759773.875000 Penalty: 4837.234863
	Iteration 59Q: 3 clusters Score -1759774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1759781.375000 Penalty: 4837.234863
	Iteration 60F: 3 clusters Score -1759781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1759785.125000 Penalty: 4837.234863
	Iteration 61Q: 3 clusters Score -1759785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1759789.125000 Penalty: 4837.234863
	Iteration 62Q: 3 clusters Score -1759789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1759805.000000 Penalty: 4837.234863
	Iteration 63Q: 3 clusters Score -1759805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1759804.750000 Penalty: 4837.234863
	Iteration 64Q: 3 clusters Score -1759805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1759810.000000 Penalty: 4837.234863
	Iteration 65Q: 3 clusters Score -1759810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1759820.625000 Penalty: 4837.234863
	Iteration 66Q: 3 clusters Score -1759821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1759826.000000 Penalty: 4837.234863
	Iteration 67Q: 3 clusters Score -1759826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1759832.750000 Penalty: 4837.234863
	Iteration 68Q: 3 clusters Score -1759833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1759835.625000 Penalty: 4837.234863
	Iteration 69Q: 3 clusters Score -1759836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1759837.250000 Penalty: 4837.234863
	Iteration 70Q: 3 clusters Score -1759837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1759846.500000 Penalty: 4837.234863
	Iteration 71Q: 3 clusters Score -1759846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1759856.000000 Penalty: 4837.234863
	Iteration 72Q: 3 clusters Score -1759856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1759862.750000 Penalty: 4837.234863
	Iteration 73Q: 3 clusters Score -1759863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1759878.750000 Penalty: 4837.234863
	Iteration 74Q: 3 clusters Score -1759879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1759888.750000 Penalty: 4837.234863
	Iteration 75Q: 3 clusters Score -1759889 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1759900.750000 Penalty: 4837.234863
	Iteration 76Q: 3 clusters Score -1759901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1759914.625000 Penalty: 4837.234863
	Iteration 77Q: 3 clusters Score -1759915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1759921.250000 Penalty: 4837.234863
	Iteration 78Q: 3 clusters Score -1759921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1759935.125000 Penalty: 4837.234863
	Iteration 79Q: 3 clusters Score -1759935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1759948.250000 Penalty: 4837.234863
	Iteration 80F: 3 clusters Score -1759948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1759958.125000 Penalty: 4837.234863
	Iteration 81Q: 3 clusters Score -1759958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1759962.875000 Penalty: 4837.234863
	Iteration 82Q: 3 clusters Score -1759963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1759964.250000 Penalty: 4837.234863
	Iteration 83Q: 3 clusters Score -1759964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1759972.750000 Penalty: 4837.234863
	Iteration 84Q: 3 clusters Score -1759973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1759979.125000 Penalty: 4837.234863
	Iteration 85Q: 3 clusters Score -1759979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1759979.750000 Penalty: 4837.234863
	Iteration 86Q: 3 clusters Score -1759980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1759987.125000 Penalty: 4837.234863
	Iteration 87Q: 3 clusters Score -1759987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1759987.875000 Penalty: 4837.234863
	Iteration 88Q: 3 clusters Score -1759988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1759998.000000 Penalty: 4837.234863
	Iteration 89Q: 3 clusters Score -1759998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1760011.125000 Penalty: 4837.234863
	Iteration 90Q: 3 clusters Score -1760011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1760017.250000 Penalty: 4837.234863
	Iteration 91Q: 3 clusters Score -1760017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1760020.125000 Penalty: 4837.234863
	Iteration 92Q: 3 clusters Score -1760020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1760026.000000 Penalty: 4837.234863
	Iteration 93Q: 3 clusters Score -1760026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1760037.500000 Penalty: 4837.234863
	Iteration 94Q: 3 clusters Score -1760038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1760044.125000 Penalty: 4837.234863
	Iteration 95Q: 3 clusters Score -1760044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1760052.125000 Penalty: 4837.234863
	Iteration 96Q: 3 clusters Score -1760052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1760064.250000 Penalty: 4837.234863
	Iteration 97Q: 3 clusters Score -1760064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1760072.250000 Penalty: 4837.234863
	Iteration 98Q: 3 clusters Score -1760072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1760084.375000 Penalty: 4837.234863
	Iteration 99Q: 3 clusters Score -1760084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1760092.750000 Penalty: 4837.234863
	Iteration 100F: 3 clusters Score -1760093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1760102.625000 Penalty: 4837.234863
	Iteration 101Q: 3 clusters Score -1760103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1760108.750000 Penalty: 4837.234863
	Iteration 102Q: 3 clusters Score -1760109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1760116.875000 Penalty: 4837.234863
	Iteration 103Q: 3 clusters Score -1760117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1760122.875000 Penalty: 4837.234863
	Iteration 104Q: 3 clusters Score -1760123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1760127.375000 Penalty: 4837.234863
	Iteration 105Q: 3 clusters Score -1760127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1760131.250000 Penalty: 4837.234863
	Iteration 106Q: 3 clusters Score -1760131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1760136.375000 Penalty: 4837.234863
	Iteration 107Q: 3 clusters Score -1760136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1760145.375000 Penalty: 4837.234863
	Iteration 108Q: 3 clusters Score -1760145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1760151.375000 Penalty: 4837.234863
	Iteration 109Q: 3 clusters Score -1760151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1760150.250000 Penalty: 4837.234863
	Iteration 110Q: 3 clusters Score -1760150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1760153.500000 Penalty: 4837.234863
	Iteration 111Q: 3 clusters Score -1760154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1760162.375000 Penalty: 4837.234863
	Iteration 112Q: 3 clusters Score -1760162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1760169.250000 Penalty: 4837.234863
	Iteration 113Q: 3 clusters Score -1760169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1760175.125000 Penalty: 4837.234863
	Iteration 114Q: 3 clusters Score -1760175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1760185.250000 Penalty: 4837.234863
	Iteration 115Q: 3 clusters Score -1760185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1760187.625000 Penalty: 4837.234863
	Iteration 116Q: 3 clusters Score -1760188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1760195.250000 Penalty: 4837.234863
	Iteration 117Q: 3 clusters Score -1760195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1760206.000000 Penalty: 4837.234863
	Iteration 118Q: 3 clusters Score -1760206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1760217.375000 Penalty: 4837.234863
	Iteration 119Q: 3 clusters Score -1760217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1760226.125000 Penalty: 4837.234863
	Iteration 120F: 3 clusters Score -1760226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1760237.875000 Penalty: 4837.234863
	Iteration 121Q: 3 clusters Score -1760238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1760242.875000 Penalty: 4837.234863
	Iteration 122Q: 3 clusters Score -1760243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1760247.500000 Penalty: 4837.234863
	Iteration 123Q: 3 clusters Score -1760248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1760250.500000 Penalty: 4837.234863
	Iteration 124Q: 3 clusters Score -1760250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1760253.000000 Penalty: 4837.234863
	Iteration 125Q: 3 clusters Score -1760253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1760253.125000 Penalty: 4837.234863
	Iteration 126Q: 3 clusters Score -1760253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1760255.125000 Penalty: 4837.234863
	Iteration 127Q: 3 clusters Score -1760255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1760255.875000 Penalty: 4837.234863
	Iteration 128Q: 3 clusters Score -1760256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1760261.000000 Penalty: 4837.234863
	Iteration 129Q: 3 clusters Score -1760261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1760272.750000 Penalty: 4837.234863
	Iteration 130Q: 3 clusters Score -1760273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1760273.875000 Penalty: 4837.234863
	Iteration 131Q: 3 clusters Score -1760274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1760278.625000 Penalty: 4837.234863
	Iteration 132Q: 3 clusters Score -1760279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1760280.875000 Penalty: 4837.234863
	Iteration 133Q: 3 clusters Score -1760281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1760280.125000 Penalty: 4837.234863
	Iteration 134Q: 3 clusters Score -1760280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1760279.875000 Penalty: 4837.234863
	Iteration 135Q: 3 clusters Score -1760280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1760281.375000 Penalty: 4837.234863
	Iteration 136Q: 3 clusters Score -1760281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1760282.250000 Penalty: 4837.234863
	Iteration 137Q: 3 clusters Score -1760282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1760282.250000 Penalty: 4837.234863
	Iteration 138F: 3 clusters Score -1760282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Entering Unmasked Estep 
Score: -2745473.750000 Penalty: 2539.492188
	Iteration 0F: 2 clusters Score -2745474 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 14007 members 
Entering Unmasked Estep 
Score: -2726174.250000 Penalty: 5078.984375
	Iteration 0F: 3 clusters Score -2726174 nChanged 12478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2733032.750000 Penalty: 5078.984375
	Iteration 1F: 3 clusters Score -2733033 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2733860.500000 Penalty: 5078.984375
	Iteration 2F: 3 clusters Score -2733860 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2734966.500000 Penalty: 5078.984375
	Iteration 3F: 3 clusters Score -2734966 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2736378.000000 Penalty: 5078.984375
	Iteration 4F: 3 clusters Score -2736378 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2738080.000000 Penalty: 5078.984375
	Iteration 5F: 3 clusters Score -2738080 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2739731.500000 Penalty: 5078.984375
	Iteration 6F: 3 clusters Score -2739732 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2741072.500000 Penalty: 5078.984375
	Iteration 7F: 3 clusters Score -2741072 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2742078.500000 Penalty: 5078.984375
	Iteration 8Q: 3 clusters Score -2742078 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2742820.000000 Penalty: 5078.984375
	Iteration 9Q: 3 clusters Score -2742820 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2743369.250000 Penalty: 5078.984375
	Iteration 10Q: 3 clusters Score -2743369 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2743787.500000 Penalty: 5078.984375
	Iteration 11Q: 3 clusters Score -2743788 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2744048.250000 Penalty: 5078.984375
	Iteration 12Q: 3 clusters Score -2744048 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2744179.750000 Penalty: 5078.984375
	Iteration 13Q: 3 clusters Score -2744180 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2744300.000000 Penalty: 5078.984375
	Iteration 14Q: 3 clusters Score -2744300 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2744366.250000 Penalty: 5078.984375
	Iteration 15Q: 3 clusters Score -2744366 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2744426.500000 Penalty: 5078.984375
	Iteration 16Q: 3 clusters Score -2744426 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2744464.500000 Penalty: 5078.984375
	Iteration 17Q: 3 clusters Score -2744464 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2744498.250000 Penalty: 5078.984375
	Iteration 18Q: 3 clusters Score -2744498 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2744536.500000 Penalty: 5078.984375
	Iteration 19Q: 3 clusters Score -2744536 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2744576.500000 Penalty: 5078.984375
	Iteration 20F: 3 clusters Score -2744576 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2744604.000000 Penalty: 5078.984375
	Iteration 21Q: 3 clusters Score -2744604 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2744625.500000 Penalty: 5078.984375
	Iteration 22Q: 3 clusters Score -2744626 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2744647.500000 Penalty: 5078.984375
	Iteration 23Q: 3 clusters Score -2744648 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -2744676.000000 Penalty: 5078.984375
	Iteration 24Q: 3 clusters Score -2744676 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2744695.500000 Penalty: 5078.984375
	Iteration 25Q: 3 clusters Score -2744696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2744706.250000 Penalty: 5078.984375
	Iteration 26Q: 3 clusters Score -2744706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2744717.500000 Penalty: 5078.984375
	Iteration 27Q: 3 clusters Score -2744718 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2744728.750000 Penalty: 5078.984375
	Iteration 28Q: 3 clusters Score -2744729 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2744738.500000 Penalty: 5078.984375
	Iteration 29Q: 3 clusters Score -2744738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2744749.250000 Penalty: 5078.984375
	Iteration 30Q: 3 clusters Score -2744749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2744755.500000 Penalty: 5078.984375
	Iteration 31Q: 3 clusters Score -2744756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2744764.000000 Penalty: 5078.984375
	Iteration 32Q: 3 clusters Score -2744764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2744764.500000 Penalty: 5078.984375
	Iteration 33Q: 3 clusters Score -2744764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2744767.000000 Penalty: 5078.984375
	Iteration 34Q: 3 clusters Score -2744767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2744772.500000 Penalty: 5078.984375
	Iteration 35Q: 3 clusters Score -2744772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2744761.500000 Penalty: 5078.984375
	Iteration 36Q: 3 clusters Score -2744762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2744764.000000 Penalty: 5078.984375
	Iteration 37Q: 3 clusters Score -2744764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2744765.250000 Penalty: 5078.984375
	Iteration 38Q: 3 clusters Score -2744765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2744767.000000 Penalty: 5078.984375
	Iteration 39Q: 3 clusters Score -2744767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2744771.500000 Penalty: 5078.984375
	Iteration 40F: 3 clusters Score -2744772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2744780.000000 Penalty: 5078.984375
	Iteration 41Q: 3 clusters Score -2744780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2744787.000000 Penalty: 5078.984375
	Iteration 42Q: 3 clusters Score -2744787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2744794.000000 Penalty: 5078.984375
	Iteration 43Q: 3 clusters Score -2744794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2744788.000000 Penalty: 5078.984375
	Iteration 44Q: 3 clusters Score -2744788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2744791.250000 Penalty: 5078.984375
	Iteration 45Q: 3 clusters Score -2744791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2744788.000000 Penalty: 5078.984375
	Iteration 46Q: 3 clusters Score -2744788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2744792.500000 Penalty: 5078.984375
	Iteration 47Q: 3 clusters Score -2744792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2744804.750000 Penalty: 5078.984375
	Iteration 48Q: 3 clusters Score -2744805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2744802.500000 Penalty: 5078.984375
	Iteration 49Q: 3 clusters Score -2744802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2744802.250000 Penalty: 5078.984375
	Iteration 50Q: 3 clusters Score -2744802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -2744807.250000 Penalty: 5078.984375
	Iteration 51Q: 3 clusters Score -2744807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2744808.000000 Penalty: 5078.984375
	Iteration 52Q: 3 clusters Score -2744808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2744808.000000 Penalty: 5078.984375
	Iteration 53Q: 3 clusters Score -2744808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2744809.750000 Penalty: 5078.984375
	Iteration 54Q: 3 clusters Score -2744810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2744809.500000 Penalty: 5078.984375
	Iteration 55Q: 3 clusters Score -2744810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2744809.500000 Penalty: 5078.984375
	Iteration 56F: 3 clusters Score -2744810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Entering Unmasked Estep 
Score: -4941937.000000 Penalty: 2678.314941
	Iteration 0F: 2 clusters Score -4941937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -4908895.000000 Penalty: 5356.629883
	Iteration 0F: 3 clusters Score -4908895 nChanged 22619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -4921323.000000 Penalty: 5356.629883
	Iteration 1F: 3 clusters Score -4921323 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -4921916.500000 Penalty: 5356.629883
	Iteration 2Q: 3 clusters Score -4921916 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -4922720.500000 Penalty: 5356.629883
	Iteration 3Q: 3 clusters Score -4922720 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -4924082.000000 Penalty: 5356.629883
	Iteration 4Q: 3 clusters Score -4924082 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -4926033.500000 Penalty: 5356.629883
	Iteration 5F: 3 clusters Score -4926034 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -4929127.500000 Penalty: 5356.629883
	Iteration 6F: 3 clusters Score -4929128 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -4933404.000000 Penalty: 5356.629883
	Iteration 7F: 3 clusters Score -4933404 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -4937590.000000 Penalty: 5356.629883
	Iteration 8F: 3 clusters Score -4937590 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -4940578.000000 Penalty: 5356.629883
	Iteration 9F: 3 clusters Score -4940578 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -4941859.000000 Penalty: 5356.629883
	Iteration 10Q: 3 clusters Score -4941859 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -4942245.000000 Penalty: 5356.629883
	Iteration 11Q: 3 clusters Score -4942245 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -4942424.500000 Penalty: 5356.629883
	Iteration 12Q: 3 clusters Score -4942424 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -4942495.500000 Penalty: 5356.629883
	Iteration 13Q: 3 clusters Score -4942496 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -4942525.000000 Penalty: 5356.629883
	Iteration 14Q: 3 clusters Score -4942525 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -4942546.000000 Penalty: 5356.629883
	Iteration 15Q: 3 clusters Score -4942546 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -4942548.500000 Penalty: 5356.629883
	Iteration 16Q: 3 clusters Score -4942548 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -4942564.000000 Penalty: 5356.629883
	Iteration 17Q: 3 clusters Score -4942564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -4942567.500000 Penalty: 5356.629883
	Iteration 18Q: 3 clusters Score -4942568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -4942574.500000 Penalty: 5356.629883
	Iteration 19Q: 3 clusters Score -4942574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -4942589.500000 Penalty: 5356.629883
	Iteration 20F: 3 clusters Score -4942590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -4942592.500000 Penalty: 5356.629883
	Iteration 21Q: 3 clusters Score -4942592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -4942587.500000 Penalty: 5356.629883
	Iteration 22Q: 3 clusters Score -4942588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -4942597.000000 Penalty: 5356.629883
	Iteration 23Q: 3 clusters Score -4942597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -4942595.000000 Penalty: 5356.629883
	Iteration 24Q: 3 clusters Score -4942595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -4942593.000000 Penalty: 5356.629883
	Iteration 25Q: 3 clusters Score -4942593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -4942596.500000 Penalty: 5356.629883
	Iteration 26Q: 3 clusters Score -4942596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -4942595.500000 Penalty: 5356.629883
	Iteration 27Q: 3 clusters Score -4942596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -4942604.000000 Penalty: 5356.629883
	Iteration 28Q: 3 clusters Score -4942604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -4942597.000000 Penalty: 5356.629883
	Iteration 29Q: 3 clusters Score -4942597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -4942596.500000 Penalty: 5356.629883
	Iteration 30Q: 3 clusters Score -4942596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -4942596.500000 Penalty: 5356.629883
	Iteration 31F: 3 clusters Score -4942596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 15879 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 6232 members 
Mstep: Class 5 contains 279269 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 207812 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 7347 members 
Mstep: Class 10 contains 149288 members 
Mstep: Class 11 contains 24963 members 
Mstep: Class 12 contains 143268 members 
Mstep: Class 13 contains 17197 members 
Mstep: Class 14 contains 27998 members 
Mstep: Class 15 contains 5643 members 
Mstep: Class 16 contains 70502 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 36977 members 
Mstep: Class 19 contains 23426 members 
Mstep: Class 20 contains 15160 members 
Mstep: Class 21 contains 40854 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 7696 members 
Mstep: Class 24 contains 18229 members 
Mstep: Class 25 contains 73293 members 
Mstep: Class 26 contains 18018 members 
Mstep: Class 27 contains 299004 members 
Mstep: Class 28 contains 9603 members 
Mstep: Class 29 contains 12226 members 
Mstep: Class 30 contains 15952 members 
Mstep: Class 31 contains 4418 members 
Mstep: Class 32 contains 43361 members 
Entering Unmasked Estep 
Score: -157128480.000000 Penalty: 113460.695312
Splitting cluster 15 changes total score from -157127952.000000 to -157128480.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (70502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Entering Unmasked Estep 
Score: -7066885.500000 Penalty: 2768.522461
	Iteration 0F: 2 clusters Score -7066886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -7019922.500000 Penalty: 5537.044922
	Iteration 0F: 3 clusters Score -7019922 nChanged 32878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -7038645.000000 Penalty: 5537.044922
	Iteration 1F: 3 clusters Score -7038645 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -7039927.500000 Penalty: 5537.044922
	Iteration 2Q: 3 clusters Score -7039928 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -7042114.500000 Penalty: 5537.044922
	Iteration 3F: 3 clusters Score -7042114 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -7045916.000000 Penalty: 5537.044922
	Iteration 4F: 3 clusters Score -7045916 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -7051561.500000 Penalty: 5537.044922
	Iteration 5F: 3 clusters Score -7051562 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -7057311.000000 Penalty: 5537.044922
	Iteration 6F: 3 clusters Score -7057311 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -7061198.500000 Penalty: 5537.044922
	Iteration 7F: 3 clusters Score -7061198 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -7063496.000000 Penalty: 5537.044922
	Iteration 8Q: 3 clusters Score -7063496 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -7064669.500000 Penalty: 5537.044922
	Iteration 9Q: 3 clusters Score -7064670 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -7065194.500000 Penalty: 5537.044922
	Iteration 10Q: 3 clusters Score -7065194 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -7065449.500000 Penalty: 5537.044922
	Iteration 11Q: 3 clusters Score -7065450 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -7065570.000000 Penalty: 5537.044922
	Iteration 12Q: 3 clusters Score -7065570 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67532 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -7065615.000000 Penalty: 5537.044922
	Iteration 13Q: 3 clusters Score -7065615 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67548 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -7065659.000000 Penalty: 5537.044922
	Iteration 14Q: 3 clusters Score -7065659 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -7065697.000000 Penalty: 5537.044922
	Iteration 15Q: 3 clusters Score -7065697 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -7065718.000000 Penalty: 5537.044922
	Iteration 16Q: 3 clusters Score -7065718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -7065741.000000 Penalty: 5537.044922
	Iteration 17Q: 3 clusters Score -7065741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7065730.500000 Penalty: 5537.044922
	Iteration 18Q: 3 clusters Score -7065730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7065745.000000 Penalty: 5537.044922
	Iteration 19Q: 3 clusters Score -7065745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -7065736.000000 Penalty: 5537.044922
	Iteration 20F: 3 clusters Score -7065736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67618 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -7065752.000000 Penalty: 5537.044922
	Iteration 21Q: 3 clusters Score -7065752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -7065745.000000 Penalty: 5537.044922
	Iteration 22Q: 3 clusters Score -7065745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -7065756.500000 Penalty: 5537.044922
	Iteration 23Q: 3 clusters Score -7065756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67627 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -7065754.500000 Penalty: 5537.044922
	Iteration 24Q: 3 clusters Score -7065754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7065750.500000 Penalty: 5537.044922
	Iteration 25Q: 3 clusters Score -7065750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -7065753.000000 Penalty: 5537.044922
	Iteration 26Q: 3 clusters Score -7065753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -7065751.000000 Penalty: 5537.044922
	Iteration 27Q: 3 clusters Score -7065751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -7065751.000000 Penalty: 5537.044922
	Iteration 28F: 3 clusters Score -7065751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -193337.859375 Penalty: 1889.813354
	Iteration 0F: 2 clusters Score -193337.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -190721.171875 Penalty: 3779.626709
	Iteration 0F: 3 clusters Score -190721.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -191230.937500 Penalty: 3779.626709
	Iteration 1F: 3 clusters Score -191230.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -191371.968750 Penalty: 3779.626709
	Iteration 2F: 3 clusters Score -191372 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -191476.750000 Penalty: 3779.626709
	Iteration 3Q: 3 clusters Score -191476.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -191562.203125 Penalty: 3779.626709
	Iteration 4Q: 3 clusters Score -191562.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -191656.312500 Penalty: 3779.626709
	Iteration 5Q: 3 clusters Score -191656.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -191741.578125 Penalty: 3779.626709
	Iteration 6Q: 3 clusters Score -191741.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -191816.343750 Penalty: 3779.626709
	Iteration 7Q: 3 clusters Score -191816.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -191873.296875 Penalty: 3779.626709
	Iteration 8Q: 3 clusters Score -191873.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -191921.031250 Penalty: 3779.626709
	Iteration 9Q: 3 clusters Score -191921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -191960.234375 Penalty: 3779.626709
	Iteration 10Q: 3 clusters Score -191960.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -191987.875000 Penalty: 3779.626709
	Iteration 11Q: 3 clusters Score -191987.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -192005.843750 Penalty: 3779.626709
	Iteration 12Q: 3 clusters Score -192005.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -192023.000000 Penalty: 3779.626709
	Iteration 13Q: 3 clusters Score -192023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -192048.656250 Penalty: 3779.626709
	Iteration 14Q: 3 clusters Score -192048.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -192080.718750 Penalty: 3779.626709
	Iteration 15Q: 3 clusters Score -192080.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -192104.218750 Penalty: 3779.626709
	Iteration 16Q: 3 clusters Score -192104.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -192131.984375 Penalty: 3779.626709
	Iteration 17Q: 3 clusters Score -192132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -192159.968750 Penalty: 3779.626709
	Iteration 18Q: 3 clusters Score -192160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -192182.703125 Penalty: 3779.626709
	Iteration 19Q: 3 clusters Score -192182.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -192209.109375 Penalty: 3779.626709
	Iteration 20F: 3 clusters Score -192209.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -192227.687500 Penalty: 3779.626709
	Iteration 21Q: 3 clusters Score -192227.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -192234.375000 Penalty: 3779.626709
	Iteration 22Q: 3 clusters Score -192234.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -192238.859375 Penalty: 3779.626709
	Iteration 23Q: 3 clusters Score -192238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -192243.921875 Penalty: 3779.626709
	Iteration 24Q: 3 clusters Score -192243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -192245.906250 Penalty: 3779.626709
	Iteration 25Q: 3 clusters Score -192245.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -192248.468750 Penalty: 3779.626709
	Iteration 26Q: 3 clusters Score -192248.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -192250.671875 Penalty: 3779.626709
	Iteration 27Q: 3 clusters Score -192250.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -192251.593750 Penalty: 3779.626709
	Iteration 28Q: 3 clusters Score -192251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -192252.156250 Penalty: 3779.626709
	Iteration 29Q: 3 clusters Score -192252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -192252.984375 Penalty: 3779.626709
	Iteration 30Q: 3 clusters Score -192253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -192253.484375 Penalty: 3779.626709
	Iteration 31Q: 3 clusters Score -192253.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -192254.937500 Penalty: 3779.626709
	Iteration 32Q: 3 clusters Score -192254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -192255.703125 Penalty: 3779.626709
	Iteration 33Q: 3 clusters Score -192255.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -192255.703125 Penalty: 3779.626709
	Iteration 34F: 3 clusters Score -192255.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Entering Unmasked Estep 
Score: -3584729.250000 Penalty: 2608.476562
	Iteration 0F: 2 clusters Score -3584729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -3559471.500000 Penalty: 5216.953125
	Iteration 0F: 3 clusters Score -3559472 nChanged 16838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3569053.500000 Penalty: 5216.953125
	Iteration 1F: 3 clusters Score -3569054 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3570103.500000 Penalty: 5216.953125
	Iteration 2F: 3 clusters Score -3570104 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3571780.750000 Penalty: 5216.953125
	Iteration 3F: 3 clusters Score -3571781 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3574250.500000 Penalty: 5216.953125
	Iteration 4F: 3 clusters Score -3574250 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3577261.000000 Penalty: 5216.953125
	Iteration 5F: 3 clusters Score -3577261 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3580250.250000 Penalty: 5216.953125
	Iteration 6F: 3 clusters Score -3580250 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3582636.000000 Penalty: 5216.953125
	Iteration 7F: 3 clusters Score -3582636 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -3584079.500000 Penalty: 5216.953125
	Iteration 8Q: 3 clusters Score -3584080 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3584879.000000 Penalty: 5216.953125
	Iteration 9Q: 3 clusters Score -3584879 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3585372.500000 Penalty: 5216.953125
	Iteration 10Q: 3 clusters Score -3585372 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -3585703.750000 Penalty: 5216.953125
	Iteration 11Q: 3 clusters Score -3585704 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3585915.250000 Penalty: 5216.953125
	Iteration 12Q: 3 clusters Score -3585915 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3586026.500000 Penalty: 5216.953125
	Iteration 13Q: 3 clusters Score -3586026 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3586107.000000 Penalty: 5216.953125
	Iteration 14Q: 3 clusters Score -3586107 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3586178.750000 Penalty: 5216.953125
	Iteration 15Q: 3 clusters Score -3586179 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3586205.250000 Penalty: 5216.953125
	Iteration 16Q: 3 clusters Score -3586205 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3586235.750000 Penalty: 5216.953125
	Iteration 17Q: 3 clusters Score -3586236 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3586247.500000 Penalty: 5216.953125
	Iteration 18Q: 3 clusters Score -3586248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3586272.500000 Penalty: 5216.953125
	Iteration 19Q: 3 clusters Score -3586272 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -3586296.000000 Penalty: 5216.953125
	Iteration 20F: 3 clusters Score -3586296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3586305.750000 Penalty: 5216.953125
	Iteration 21Q: 3 clusters Score -3586306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3586302.000000 Penalty: 5216.953125
	Iteration 22Q: 3 clusters Score -3586302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -3586311.000000 Penalty: 5216.953125
	Iteration 23Q: 3 clusters Score -3586311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3586306.000000 Penalty: 5216.953125
	Iteration 24Q: 3 clusters Score -3586306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -3586311.000000 Penalty: 5216.953125
	Iteration 25Q: 3 clusters Score -3586311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -3586315.750000 Penalty: 5216.953125
	Iteration 26Q: 3 clusters Score -3586316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3586320.000000 Penalty: 5216.953125
	Iteration 27Q: 3 clusters Score -3586320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -3586305.500000 Penalty: 5216.953125
	Iteration 28Q: 3 clusters Score -3586306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -3586311.250000 Penalty: 5216.953125
	Iteration 29Q: 3 clusters Score -3586311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3586312.750000 Penalty: 5216.953125
	Iteration 30Q: 3 clusters Score -3586313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -3586305.750000 Penalty: 5216.953125
	Iteration 31Q: 3 clusters Score -3586306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3586310.250000 Penalty: 5216.953125
	Iteration 32Q: 3 clusters Score -3586310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3586311.250000 Penalty: 5216.953125
	Iteration 33Q: 3 clusters Score -3586311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3586307.500000 Penalty: 5216.953125
	Iteration 34Q: 3 clusters Score -3586308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3586311.000000 Penalty: 5216.953125
	Iteration 35Q: 3 clusters Score -3586311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3586314.250000 Penalty: 5216.953125
	Iteration 36Q: 3 clusters Score -3586314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3586318.000000 Penalty: 5216.953125
	Iteration 37Q: 3 clusters Score -3586318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3586320.500000 Penalty: 5216.953125
	Iteration 38Q: 3 clusters Score -3586320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3586312.500000 Penalty: 5216.953125
	Iteration 39Q: 3 clusters Score -3586312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3586314.750000 Penalty: 5216.953125
	Iteration 40F: 3 clusters Score -3586315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3586319.500000 Penalty: 5216.953125
	Iteration 41Q: 3 clusters Score -3586320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3586321.250000 Penalty: 5216.953125
	Iteration 42Q: 3 clusters Score -3586321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3586321.250000 Penalty: 5216.953125
	Iteration 43F: 3 clusters Score -3586321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 15879 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 6232 members 
Mstep: Class 5 contains 279269 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 207812 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 7347 members 
Mstep: Class 10 contains 149288 members 
Mstep: Class 11 contains 24963 members 
Mstep: Class 12 contains 143268 members 
Mstep: Class 13 contains 17197 members 
Mstep: Class 14 contains 27998 members 
Mstep: Class 15 contains 5643 members 
Mstep: Class 16 contains 70502 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 28658 members 
Mstep: Class 19 contains 23426 members 
Mstep: Class 20 contains 15160 members 
Mstep: Class 21 contains 40854 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 7696 members 
Mstep: Class 24 contains 18229 members 
Mstep: Class 25 contains 73293 members 
Mstep: Class 26 contains 18018 members 
Mstep: Class 27 contains 299004 members 
Mstep: Class 28 contains 9603 members 
Mstep: Class 29 contains 12226 members 
Mstep: Class 30 contains 15952 members 
Mstep: Class 31 contains 4418 members 
Mstep: Class 32 contains 43361 members 
Mstep: Class 33 contains 8319 members 
Entering Unmasked Estep 
Score: -157129056.000000 Penalty: 117006.343750
Splitting cluster 18 changes total score from -157127952.000000 to -157129056.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (23426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Entering Unmasked Estep 
Score: -2167349.250000 Penalty: 2495.277100
	Iteration 0F: 2 clusters Score -2167349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2151023.750000 Penalty: 4990.554199
	Iteration 0F: 3 clusters Score -2151024 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2156874.750000 Penalty: 4990.554199
	Iteration 1F: 3 clusters Score -2156875 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2157470.500000 Penalty: 4990.554199
	Iteration 2F: 3 clusters Score -2157470 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2158013.750000 Penalty: 4990.554199
	Iteration 3F: 3 clusters Score -2158014 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2158589.000000 Penalty: 4990.554199
	Iteration 4F: 3 clusters Score -2158589 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2159285.500000 Penalty: 4990.554199
	Iteration 5F: 3 clusters Score -2159286 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2160130.500000 Penalty: 4990.554199
	Iteration 6F: 3 clusters Score -2160130 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2161015.000000 Penalty: 4990.554199
	Iteration 7F: 3 clusters Score -2161015 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2161943.750000 Penalty: 4990.554199
	Iteration 8F: 3 clusters Score -2161944 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2162745.250000 Penalty: 4990.554199
	Iteration 9F: 3 clusters Score -2162745 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2163354.000000 Penalty: 4990.554199
	Iteration 10Q: 3 clusters Score -2163354 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2163792.250000 Penalty: 4990.554199
	Iteration 11Q: 3 clusters Score -2163792 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2164088.250000 Penalty: 4990.554199
	Iteration 12Q: 3 clusters Score -2164088 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2164263.000000 Penalty: 4990.554199
	Iteration 13Q: 3 clusters Score -2164263 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2164378.500000 Penalty: 4990.554199
	Iteration 14Q: 3 clusters Score -2164378 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2164445.000000 Penalty: 4990.554199
	Iteration 15Q: 3 clusters Score -2164445 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2164473.000000 Penalty: 4990.554199
	Iteration 16Q: 3 clusters Score -2164473 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2164490.000000 Penalty: 4990.554199
	Iteration 17Q: 3 clusters Score -2164490 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2164514.500000 Penalty: 4990.554199
	Iteration 18Q: 3 clusters Score -2164514 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2164517.250000 Penalty: 4990.554199
	Iteration 19Q: 3 clusters Score -2164517 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2164536.750000 Penalty: 4990.554199
	Iteration 20F: 3 clusters Score -2164537 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2164546.000000 Penalty: 4990.554199
	Iteration 21Q: 3 clusters Score -2164546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2164552.750000 Penalty: 4990.554199
	Iteration 22Q: 3 clusters Score -2164553 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2164566.000000 Penalty: 4990.554199
	Iteration 23Q: 3 clusters Score -2164566 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2164591.250000 Penalty: 4990.554199
	Iteration 24Q: 3 clusters Score -2164591 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2164596.500000 Penalty: 4990.554199
	Iteration 25Q: 3 clusters Score -2164596 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2164605.500000 Penalty: 4990.554199
	Iteration 26Q: 3 clusters Score -2164606 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2164617.500000 Penalty: 4990.554199
	Iteration 27Q: 3 clusters Score -2164618 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2164623.750000 Penalty: 4990.554199
	Iteration 28Q: 3 clusters Score -2164624 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2164631.500000 Penalty: 4990.554199
	Iteration 29Q: 3 clusters Score -2164632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2164646.250000 Penalty: 4990.554199
	Iteration 30Q: 3 clusters Score -2164646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2164654.250000 Penalty: 4990.554199
	Iteration 31Q: 3 clusters Score -2164654 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2164665.250000 Penalty: 4990.554199
	Iteration 32Q: 3 clusters Score -2164665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2164672.750000 Penalty: 4990.554199
	Iteration 33Q: 3 clusters Score -2164673 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2164684.750000 Penalty: 4990.554199
	Iteration 34Q: 3 clusters Score -2164685 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2164696.750000 Penalty: 4990.554199
	Iteration 35Q: 3 clusters Score -2164697 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2164711.750000 Penalty: 4990.554199
	Iteration 36Q: 3 clusters Score -2164712 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2164717.250000 Penalty: 4990.554199
	Iteration 37Q: 3 clusters Score -2164717 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2164729.750000 Penalty: 4990.554199
	Iteration 38Q: 3 clusters Score -2164730 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2164743.250000 Penalty: 4990.554199
	Iteration 39Q: 3 clusters Score -2164743 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2164746.500000 Penalty: 4990.554199
	Iteration 40F: 3 clusters Score -2164746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2164765.250000 Penalty: 4990.554199
	Iteration 41Q: 3 clusters Score -2164765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2164771.500000 Penalty: 4990.554199
	Iteration 42Q: 3 clusters Score -2164772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2164781.250000 Penalty: 4990.554199
	Iteration 43Q: 3 clusters Score -2164781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2164785.750000 Penalty: 4990.554199
	Iteration 44Q: 3 clusters Score -2164786 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2164799.750000 Penalty: 4990.554199
	Iteration 45Q: 3 clusters Score -2164800 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2164811.000000 Penalty: 4990.554199
	Iteration 46Q: 3 clusters Score -2164811 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2164827.250000 Penalty: 4990.554199
	Iteration 47Q: 3 clusters Score -2164827 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2164849.250000 Penalty: 4990.554199
	Iteration 48Q: 3 clusters Score -2164849 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2164871.250000 Penalty: 4990.554199
	Iteration 49Q: 3 clusters Score -2164871 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2164893.750000 Penalty: 4990.554199
	Iteration 50Q: 3 clusters Score -2164894 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2164926.250000 Penalty: 4990.554199
	Iteration 51Q: 3 clusters Score -2164926 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2164958.000000 Penalty: 4990.554199
	Iteration 52Q: 3 clusters Score -2164958 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2164971.250000 Penalty: 4990.554199
	Iteration 53Q: 3 clusters Score -2164971 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2164996.000000 Penalty: 4990.554199
	Iteration 54Q: 3 clusters Score -2164996 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2165023.750000 Penalty: 4990.554199
	Iteration 55Q: 3 clusters Score -2165024 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2165058.750000 Penalty: 4990.554199
	Iteration 56Q: 3 clusters Score -2165059 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2165102.000000 Penalty: 4990.554199
	Iteration 57Q: 3 clusters Score -2165102 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2165134.000000 Penalty: 4990.554199
	Iteration 58Q: 3 clusters Score -2165134 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2165173.000000 Penalty: 4990.554199
	Iteration 59Q: 3 clusters Score -2165173 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2165203.000000 Penalty: 4990.554199
	Iteration 60F: 3 clusters Score -2165203 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2165236.250000 Penalty: 4990.554199
	Iteration 61Q: 3 clusters Score -2165236 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2165269.500000 Penalty: 4990.554199
	Iteration 62Q: 3 clusters Score -2165270 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2165298.500000 Penalty: 4990.554199
	Iteration 63Q: 3 clusters Score -2165298 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2165326.500000 Penalty: 4990.554199
	Iteration 64Q: 3 clusters Score -2165326 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2165346.500000 Penalty: 4990.554199
	Iteration 65Q: 3 clusters Score -2165346 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2165374.250000 Penalty: 4990.554199
	Iteration 66Q: 3 clusters Score -2165374 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2165392.500000 Penalty: 4990.554199
	Iteration 67Q: 3 clusters Score -2165392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2165408.500000 Penalty: 4990.554199
	Iteration 68Q: 3 clusters Score -2165408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2165422.250000 Penalty: 4990.554199
	Iteration 69Q: 3 clusters Score -2165422 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2165434.000000 Penalty: 4990.554199
	Iteration 70Q: 3 clusters Score -2165434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2165447.750000 Penalty: 4990.554199
	Iteration 71Q: 3 clusters Score -2165448 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2165461.250000 Penalty: 4990.554199
	Iteration 72Q: 3 clusters Score -2165461 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2165474.500000 Penalty: 4990.554199
	Iteration 73Q: 3 clusters Score -2165474 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2165500.250000 Penalty: 4990.554199
	Iteration 74Q: 3 clusters Score -2165500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2165517.750000 Penalty: 4990.554199
	Iteration 75Q: 3 clusters Score -2165518 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2165545.250000 Penalty: 4990.554199
	Iteration 76Q: 3 clusters Score -2165545 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2165556.000000 Penalty: 4990.554199
	Iteration 77Q: 3 clusters Score -2165556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2165557.000000 Penalty: 4990.554199
	Iteration 78Q: 3 clusters Score -2165557 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2165579.500000 Penalty: 4990.554199
	Iteration 79Q: 3 clusters Score -2165580 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2165598.250000 Penalty: 4990.554199
	Iteration 80F: 3 clusters Score -2165598 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2165612.750000 Penalty: 4990.554199
	Iteration 81Q: 3 clusters Score -2165613 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2165632.750000 Penalty: 4990.554199
	Iteration 82Q: 3 clusters Score -2165633 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2165651.750000 Penalty: 4990.554199
	Iteration 83Q: 3 clusters Score -2165652 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2165673.000000 Penalty: 4990.554199
	Iteration 84Q: 3 clusters Score -2165673 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2165690.250000 Penalty: 4990.554199
	Iteration 85Q: 3 clusters Score -2165690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2165712.750000 Penalty: 4990.554199
	Iteration 86Q: 3 clusters Score -2165713 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2165735.000000 Penalty: 4990.554199
	Iteration 87Q: 3 clusters Score -2165735 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2165753.000000 Penalty: 4990.554199
	Iteration 88Q: 3 clusters Score -2165753 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2165758.250000 Penalty: 4990.554199
	Iteration 89Q: 3 clusters Score -2165758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2165776.250000 Penalty: 4990.554199
	Iteration 90Q: 3 clusters Score -2165776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2165802.750000 Penalty: 4990.554199
	Iteration 91Q: 3 clusters Score -2165803 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2165818.250000 Penalty: 4990.554199
	Iteration 92Q: 3 clusters Score -2165818 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2165838.500000 Penalty: 4990.554199
	Iteration 93Q: 3 clusters Score -2165838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2165847.500000 Penalty: 4990.554199
	Iteration 94Q: 3 clusters Score -2165848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2165859.750000 Penalty: 4990.554199
	Iteration 95Q: 3 clusters Score -2165860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2165870.250000 Penalty: 4990.554199
	Iteration 96Q: 3 clusters Score -2165870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2165877.750000 Penalty: 4990.554199
	Iteration 97Q: 3 clusters Score -2165878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2165889.250000 Penalty: 4990.554199
	Iteration 98Q: 3 clusters Score -2165889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2165897.750000 Penalty: 4990.554199
	Iteration 99Q: 3 clusters Score -2165898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2165901.250000 Penalty: 4990.554199
	Iteration 100F: 3 clusters Score -2165901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2165906.750000 Penalty: 4990.554199
	Iteration 101Q: 3 clusters Score -2165907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2165908.250000 Penalty: 4990.554199
	Iteration 102Q: 3 clusters Score -2165908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2165914.250000 Penalty: 4990.554199
	Iteration 103Q: 3 clusters Score -2165914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2165916.250000 Penalty: 4990.554199
	Iteration 104Q: 3 clusters Score -2165916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2165920.750000 Penalty: 4990.554199
	Iteration 105Q: 3 clusters Score -2165921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2165926.750000 Penalty: 4990.554199
	Iteration 106Q: 3 clusters Score -2165927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2165929.750000 Penalty: 4990.554199
	Iteration 107Q: 3 clusters Score -2165930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2165927.500000 Penalty: 4990.554199
	Iteration 108Q: 3 clusters Score -2165928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2165932.000000 Penalty: 4990.554199
	Iteration 109Q: 3 clusters Score -2165932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2165927.250000 Penalty: 4990.554199
	Iteration 110Q: 3 clusters Score -2165927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2165934.750000 Penalty: 4990.554199
	Iteration 111Q: 3 clusters Score -2165935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2165934.000000 Penalty: 4990.554199
	Iteration 112Q: 3 clusters Score -2165934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2165935.500000 Penalty: 4990.554199
	Iteration 113Q: 3 clusters Score -2165936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2165940.000000 Penalty: 4990.554199
	Iteration 114Q: 3 clusters Score -2165940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2165941.000000 Penalty: 4990.554199
	Iteration 115Q: 3 clusters Score -2165941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2165943.000000 Penalty: 4990.554199
	Iteration 116Q: 3 clusters Score -2165943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2165943.750000 Penalty: 4990.554199
	Iteration 117Q: 3 clusters Score -2165944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2165945.250000 Penalty: 4990.554199
	Iteration 118Q: 3 clusters Score -2165945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2165946.000000 Penalty: 4990.554199
	Iteration 119Q: 3 clusters Score -2165946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2165942.750000 Penalty: 4990.554199
	Iteration 120F: 3 clusters Score -2165943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Entering Unmasked Estep 
Score: -1391435.250000 Penalty: 2387.351074
	Iteration 0F: 2 clusters Score -1391435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1380555.875000 Penalty: 4774.702148
	Iteration 0F: 3 clusters Score -1380556 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1384158.125000 Penalty: 4774.702148
	Iteration 1F: 3 clusters Score -1384158 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1384583.375000 Penalty: 4774.702148
	Iteration 2F: 3 clusters Score -1384583 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1384898.375000 Penalty: 4774.702148
	Iteration 3F: 3 clusters Score -1384898 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1385212.750000 Penalty: 4774.702148
	Iteration 4Q: 3 clusters Score -1385213 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1385539.875000 Penalty: 4774.702148
	Iteration 5Q: 3 clusters Score -1385540 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1385887.750000 Penalty: 4774.702148
	Iteration 6Q: 3 clusters Score -1385888 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1386297.875000 Penalty: 4774.702148
	Iteration 7Q: 3 clusters Score -1386298 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1386785.875000 Penalty: 4774.702148
	Iteration 8Q: 3 clusters Score -1386786 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1387328.500000 Penalty: 4774.702148
	Iteration 9F: 3 clusters Score -1387328 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1387874.375000 Penalty: 4774.702148
	Iteration 10Q: 3 clusters Score -1387874 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1388336.625000 Penalty: 4774.702148
	Iteration 11Q: 3 clusters Score -1388337 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1388693.500000 Penalty: 4774.702148
	Iteration 12Q: 3 clusters Score -1388694 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1388945.750000 Penalty: 4774.702148
	Iteration 13Q: 3 clusters Score -1388946 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1389154.750000 Penalty: 4774.702148
	Iteration 14Q: 3 clusters Score -1389155 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1389327.125000 Penalty: 4774.702148
	Iteration 15Q: 3 clusters Score -1389327 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1389462.750000 Penalty: 4774.702148
	Iteration 16Q: 3 clusters Score -1389463 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1389583.000000 Penalty: 4774.702148
	Iteration 17Q: 3 clusters Score -1389583 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1389684.625000 Penalty: 4774.702148
	Iteration 18Q: 3 clusters Score -1389685 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1389754.875000 Penalty: 4774.702148
	Iteration 19Q: 3 clusters Score -1389755 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1389811.250000 Penalty: 4774.702148
	Iteration 20F: 3 clusters Score -1389811 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1389853.250000 Penalty: 4774.702148
	Iteration 21Q: 3 clusters Score -1389853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1389884.125000 Penalty: 4774.702148
	Iteration 22Q: 3 clusters Score -1389884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1389912.875000 Penalty: 4774.702148
	Iteration 23Q: 3 clusters Score -1389913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1389934.625000 Penalty: 4774.702148
	Iteration 24Q: 3 clusters Score -1389935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1389947.625000 Penalty: 4774.702148
	Iteration 25Q: 3 clusters Score -1389948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1389959.625000 Penalty: 4774.702148
	Iteration 26Q: 3 clusters Score -1389960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1389967.125000 Penalty: 4774.702148
	Iteration 27Q: 3 clusters Score -1389967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1389972.875000 Penalty: 4774.702148
	Iteration 28Q: 3 clusters Score -1389973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1389989.625000 Penalty: 4774.702148
	Iteration 29Q: 3 clusters Score -1389990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1389996.000000 Penalty: 4774.702148
	Iteration 30Q: 3 clusters Score -1389996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1390007.625000 Penalty: 4774.702148
	Iteration 31Q: 3 clusters Score -1390008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1390016.500000 Penalty: 4774.702148
	Iteration 32Q: 3 clusters Score -1390016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1390019.875000 Penalty: 4774.702148
	Iteration 33Q: 3 clusters Score -1390020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1390022.625000 Penalty: 4774.702148
	Iteration 34Q: 3 clusters Score -1390023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1390026.125000 Penalty: 4774.702148
	Iteration 35Q: 3 clusters Score -1390026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1390026.250000 Penalty: 4774.702148
	Iteration 36Q: 3 clusters Score -1390026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1390026.250000 Penalty: 4774.702148
	Iteration 37F: 3 clusters Score -1390026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Entering Unmasked Estep 
Score: -4035486.500000 Penalty: 2633.204346
	Iteration 0F: 2 clusters Score -4035486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -4007989.750000 Penalty: 5266.408691
	Iteration 0F: 3 clusters Score -4007990 nChanged 18562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -4018315.250000 Penalty: 5266.408691
	Iteration 1F: 3 clusters Score -4018315 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -4018865.500000 Penalty: 5266.408691
	Iteration 2Q: 3 clusters Score -4018866 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -4019381.250000 Penalty: 5266.408691
	Iteration 3Q: 3 clusters Score -4019381 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -4019890.250000 Penalty: 5266.408691
	Iteration 4Q: 3 clusters Score -4019890 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -4020387.750000 Penalty: 5266.408691
	Iteration 5Q: 3 clusters Score -4020388 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -4020836.750000 Penalty: 5266.408691
	Iteration 6Q: 3 clusters Score -4020837 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -4021379.500000 Penalty: 5266.408691
	Iteration 7Q: 3 clusters Score -4021380 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -4021872.500000 Penalty: 5266.408691
	Iteration 8Q: 3 clusters Score -4021872 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4022401.250000 Penalty: 5266.408691
	Iteration 9Q: 3 clusters Score -4022401 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4023097.750000 Penalty: 5266.408691
	Iteration 10Q: 3 clusters Score -4023098 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -4023923.250000 Penalty: 5266.408691
	Iteration 11Q: 3 clusters Score -4023923 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4024905.250000 Penalty: 5266.408691
	Iteration 12Q: 3 clusters Score -4024905 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4025990.750000 Penalty: 5266.408691
	Iteration 13Q: 3 clusters Score -4025991 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -4026968.250000 Penalty: 5266.408691
	Iteration 14Q: 3 clusters Score -4026968 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -4027742.000000 Penalty: 5266.408691
	Iteration 15Q: 3 clusters Score -4027742 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -4028191.000000 Penalty: 5266.408691
	Iteration 16Q: 3 clusters Score -4028191 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -4028518.750000 Penalty: 5266.408691
	Iteration 17Q: 3 clusters Score -4028519 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -4028745.250000 Penalty: 5266.408691
	Iteration 18Q: 3 clusters Score -4028745 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -4028937.750000 Penalty: 5266.408691
	Iteration 19Q: 3 clusters Score -4028938 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -4029117.500000 Penalty: 5266.408691
	Iteration 20F: 3 clusters Score -4029118 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -4029318.750000 Penalty: 5266.408691
	Iteration 21Q: 3 clusters Score -4029319 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -4029512.000000 Penalty: 5266.408691
	Iteration 22Q: 3 clusters Score -4029512 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -4029708.250000 Penalty: 5266.408691
	Iteration 23Q: 3 clusters Score -4029708 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -4029917.500000 Penalty: 5266.408691
	Iteration 24Q: 3 clusters Score -4029918 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -4030158.750000 Penalty: 5266.408691
	Iteration 25Q: 3 clusters Score -4030159 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -4030403.250000 Penalty: 5266.408691
	Iteration 26Q: 3 clusters Score -4030403 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -4030711.500000 Penalty: 5266.408691
	Iteration 27Q: 3 clusters Score -4030712 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4031022.250000 Penalty: 5266.408691
	Iteration 28Q: 3 clusters Score -4031022 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -4031367.250000 Penalty: 5266.408691
	Iteration 29Q: 3 clusters Score -4031367 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4031662.000000 Penalty: 5266.408691
	Iteration 30Q: 3 clusters Score -4031662 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -4031983.750000 Penalty: 5266.408691
	Iteration 31Q: 3 clusters Score -4031984 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4032320.250000 Penalty: 5266.408691
	Iteration 32Q: 3 clusters Score -4032320 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4032596.250000 Penalty: 5266.408691
	Iteration 33Q: 3 clusters Score -4032596 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4032874.750000 Penalty: 5266.408691
	Iteration 34Q: 3 clusters Score -4032875 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4033123.500000 Penalty: 5266.408691
	Iteration 35Q: 3 clusters Score -4033124 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4033320.000000 Penalty: 5266.408691
	Iteration 36Q: 3 clusters Score -4033320 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4033507.500000 Penalty: 5266.408691
	Iteration 37Q: 3 clusters Score -4033508 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4033629.000000 Penalty: 5266.408691
	Iteration 38Q: 3 clusters Score -4033629 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4033693.250000 Penalty: 5266.408691
	Iteration 39Q: 3 clusters Score -4033693 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4033771.250000 Penalty: 5266.408691
	Iteration 40F: 3 clusters Score -4033771 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4033837.750000 Penalty: 5266.408691
	Iteration 41Q: 3 clusters Score -4033838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4033896.000000 Penalty: 5266.408691
	Iteration 42Q: 3 clusters Score -4033896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4033928.750000 Penalty: 5266.408691
	Iteration 43Q: 3 clusters Score -4033929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4033959.500000 Penalty: 5266.408691
	Iteration 44Q: 3 clusters Score -4033960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4033977.750000 Penalty: 5266.408691
	Iteration 45Q: 3 clusters Score -4033978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4033999.750000 Penalty: 5266.408691
	Iteration 46Q: 3 clusters Score -4034000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4034019.000000 Penalty: 5266.408691
	Iteration 47Q: 3 clusters Score -4034019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4034048.750000 Penalty: 5266.408691
	Iteration 48Q: 3 clusters Score -4034049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4034067.000000 Penalty: 5266.408691
	Iteration 49Q: 3 clusters Score -4034067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4034079.750000 Penalty: 5266.408691
	Iteration 50Q: 3 clusters Score -4034080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4034090.750000 Penalty: 5266.408691
	Iteration 51Q: 3 clusters Score -4034091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4034107.250000 Penalty: 5266.408691
	Iteration 52Q: 3 clusters Score -4034107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4034118.250000 Penalty: 5266.408691
	Iteration 53Q: 3 clusters Score -4034118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4034117.750000 Penalty: 5266.408691
	Iteration 54Q: 3 clusters Score -4034118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4034122.500000 Penalty: 5266.408691
	Iteration 55Q: 3 clusters Score -4034122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4034130.500000 Penalty: 5266.408691
	Iteration 56Q: 3 clusters Score -4034130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4034130.000000 Penalty: 5266.408691
	Iteration 57Q: 3 clusters Score -4034130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4034132.750000 Penalty: 5266.408691
	Iteration 58Q: 3 clusters Score -4034133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4034133.250000 Penalty: 5266.408691
	Iteration 59Q: 3 clusters Score -4034133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4034131.000000 Penalty: 5266.408691
	Iteration 60F: 3 clusters Score -4034131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4034129.500000 Penalty: 5266.408691
	Iteration 61Q: 3 clusters Score -4034130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4034133.000000 Penalty: 5266.408691
	Iteration 62Q: 3 clusters Score -4034133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4034133.000000 Penalty: 5266.408691
	Iteration 63F: 3 clusters Score -4034133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Entering Unmasked Estep 
Score: -408709.218750 Penalty: 2080.617676
	Iteration 0F: 2 clusters Score -408709.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -404573.437500 Penalty: 4161.235352
	Iteration 0F: 3 clusters Score -404573.4 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -405544.187500 Penalty: 4161.235352
	Iteration 1F: 3 clusters Score -405544.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -405770.093750 Penalty: 4161.235352
	Iteration 2F: 3 clusters Score -405770.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -405947.968750 Penalty: 4161.235352
	Iteration 3F: 3 clusters Score -405948 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -406133.281250 Penalty: 4161.235352
	Iteration 4Q: 3 clusters Score -406133.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -406387.187500 Penalty: 4161.235352
	Iteration 5Q: 3 clusters Score -406387.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -406821.718750 Penalty: 4161.235352
	Iteration 6F: 3 clusters Score -406821.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -407492.781250 Penalty: 4161.235352
	Iteration 7F: 3 clusters Score -407492.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -408288.625000 Penalty: 4161.235352
	Iteration 8F: 3 clusters Score -408288.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -409151.312500 Penalty: 4161.235352
	Iteration 9F: 3 clusters Score -409151.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -409682.187500 Penalty: 4161.235352
	Iteration 10Q: 3 clusters Score -409682.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -409787.187500 Penalty: 4161.235352
	Iteration 11Q: 3 clusters Score -409787.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -409809.125000 Penalty: 4161.235352
	Iteration 12Q: 3 clusters Score -409809.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -409816.156250 Penalty: 4161.235352
	Iteration 13Q: 3 clusters Score -409816.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -409819.531250 Penalty: 4161.235352
	Iteration 14Q: 3 clusters Score -409819.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -409820.718750 Penalty: 4161.235352
	Iteration 15Q: 3 clusters Score -409820.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -409822.125000 Penalty: 4161.235352
	Iteration 16Q: 3 clusters Score -409822.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -409824.187500 Penalty: 4161.235352
	Iteration 17Q: 3 clusters Score -409824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -409823.593750 Penalty: 4161.235352
	Iteration 18Q: 3 clusters Score -409823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -409823.593750 Penalty: 4161.235352
	Iteration 19F: 3 clusters Score -409823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 15879 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 6232 members 
Mstep: Class 5 contains 279269 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 207812 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 7347 members 
Mstep: Class 10 contains 149288 members 
Mstep: Class 11 contains 24963 members 
Mstep: Class 12 contains 143268 members 
Mstep: Class 13 contains 17197 members 
Mstep: Class 14 contains 27998 members 
Mstep: Class 15 contains 5643 members 
Mstep: Class 16 contains 70502 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 28658 members 
Mstep: Class 19 contains 23426 members 
Mstep: Class 20 contains 15160 members 
Mstep: Class 21 contains 40854 members 
Mstep: Class 22 contains 2023 members 
Mstep: Class 23 contains 7696 members 
Mstep: Class 24 contains 18229 members 
Mstep: Class 25 contains 73293 members 
Mstep: Class 26 contains 18018 members 
Mstep: Class 27 contains 299004 members 
Mstep: Class 28 contains 9603 members 
Mstep: Class 29 contains 12226 members 
Mstep: Class 30 contains 15952 members 
Mstep: Class 31 contains 4418 members 
Mstep: Class 32 contains 43361 members 
Mstep: Class 33 contains 8319 members 
Mstep: Class 34 contains 2378 members 
Entering Unmasked Estep 
Score: -157129168.000000 Penalty: 120551.992188
Splitting cluster 22 changes total score from -157127952.000000 to -157129168.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 23 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -656159.687500 Penalty: 2219.217041
	Iteration 0F: 2 clusters Score -656159.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -650013.125000 Penalty: 4438.434082
	Iteration 0F: 3 clusters Score -650013.1 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -652531.500000 Penalty: 4438.434082
	Iteration 1F: 3 clusters Score -652531.5 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -653741.375000 Penalty: 4438.434082
	Iteration 2F: 3 clusters Score -653741.4 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -654760.687500 Penalty: 4438.434082
	Iteration 3F: 3 clusters Score -654760.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -655499.937500 Penalty: 4438.434082
	Iteration 4F: 3 clusters Score -655499.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -655904.562500 Penalty: 4438.434082
	Iteration 5F: 3 clusters Score -655904.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -656090.687500 Penalty: 4438.434082
	Iteration 6Q: 3 clusters Score -656090.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -656237.312500 Penalty: 4438.434082
	Iteration 7Q: 3 clusters Score -656237.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -656340.750000 Penalty: 4438.434082
	Iteration 8Q: 3 clusters Score -656340.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -656410.437500 Penalty: 4438.434082
	Iteration 9Q: 3 clusters Score -656410.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -656463.500000 Penalty: 4438.434082
	Iteration 10Q: 3 clusters Score -656463.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -656511.312500 Penalty: 4438.434082
	Iteration 11Q: 3 clusters Score -656511.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -656534.625000 Penalty: 4438.434082
	Iteration 12Q: 3 clusters Score -656534.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -656549.375000 Penalty: 4438.434082
	Iteration 13Q: 3 clusters Score -656549.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -656564.375000 Penalty: 4438.434082
	Iteration 14Q: 3 clusters Score -656564.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -656572.875000 Penalty: 4438.434082
	Iteration 15Q: 3 clusters Score -656572.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -656578.312500 Penalty: 4438.434082
	Iteration 16Q: 3 clusters Score -656578.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -656582.000000 Penalty: 4438.434082
	Iteration 17Q: 3 clusters Score -656582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -656586.312500 Penalty: 4438.434082
	Iteration 18Q: 3 clusters Score -656586.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -656590.812500 Penalty: 4438.434082
	Iteration 19Q: 3 clusters Score -656590.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -656593.375000 Penalty: 4438.434082
	Iteration 20F: 3 clusters Score -656593.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -656592.937500 Penalty: 4438.434082
	Iteration 21Q: 3 clusters Score -656592.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -656596.812500 Penalty: 4438.434082
	Iteration 22Q: 3 clusters Score -656596.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -656597.687500 Penalty: 4438.434082
	Iteration 23Q: 3 clusters Score -656597.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -656598.687500 Penalty: 4438.434082
	Iteration 24Q: 3 clusters Score -656598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -656599.375000 Penalty: 4438.434082
	Iteration 25Q: 3 clusters Score -656599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -656600.875000 Penalty: 4438.434082
	Iteration 26Q: 3 clusters Score -656600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -656600.375000 Penalty: 4438.434082
	Iteration 27Q: 3 clusters Score -656600.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -656601.250000 Penalty: 4438.434082
	Iteration 28Q: 3 clusters Score -656601.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -656603.250000 Penalty: 4438.434082
	Iteration 29Q: 3 clusters Score -656603.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -656602.000000 Penalty: 4438.434082
	Iteration 30Q: 3 clusters Score -656602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -656604.687500 Penalty: 4438.434082
	Iteration 31Q: 3 clusters Score -656604.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -656608.375000 Penalty: 4438.434082
	Iteration 32Q: 3 clusters Score -656608.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -656612.187500 Penalty: 4438.434082
	Iteration 33Q: 3 clusters Score -656612.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -656613.625000 Penalty: 4438.434082
	Iteration 34Q: 3 clusters Score -656613.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -656615.437500 Penalty: 4438.434082
	Iteration 35Q: 3 clusters Score -656615.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -656618.125000 Penalty: 4438.434082
	Iteration 36Q: 3 clusters Score -656618.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -656619.187500 Penalty: 4438.434082
	Iteration 37Q: 3 clusters Score -656619.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -656620.062500 Penalty: 4438.434082
	Iteration 38Q: 3 clusters Score -656620.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -656620.750000 Penalty: 4438.434082
	Iteration 39Q: 3 clusters Score -656620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -656621.125000 Penalty: 4438.434082
	Iteration 40F: 3 clusters Score -656621.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -656621.312500 Penalty: 4438.434082
	Iteration 41Q: 3 clusters Score -656621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -656621.750000 Penalty: 4438.434082
	Iteration 42Q: 3 clusters Score -656621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -656621.875000 Penalty: 4438.434082
	Iteration 43Q: 3 clusters Score -656621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -656621.812500 Penalty: 4438.434082
	Iteration 44Q: 3 clusters Score -656621.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -656622.250000 Penalty: 4438.434082
	Iteration 45Q: 3 clusters Score -656622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -656622.687500 Penalty: 4438.434082
	Iteration 46Q: 3 clusters Score -656622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -656623.125000 Penalty: 4438.434082
	Iteration 47Q: 3 clusters Score -656623.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -656623.250000 Penalty: 4438.434082
	Iteration 48Q: 3 clusters Score -656623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -656623.187500 Penalty: 4438.434082
	Iteration 49Q: 3 clusters Score -656623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -656623.375000 Penalty: 4438.434082
	Iteration 50Q: 3 clusters Score -656623.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -656623.250000 Penalty: 4438.434082
	Iteration 51Q: 3 clusters Score -656623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -656623.375000 Penalty: 4438.434082
	Iteration 52Q: 3 clusters Score -656623.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -656623.375000 Penalty: 4438.434082
	Iteration 53F: 3 clusters Score -656623.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 15879 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 6232 members 
Mstep: Class 5 contains 279269 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 207812 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 7347 members 
Mstep: Class 10 contains 149288 members 
Mstep: Class 11 contains 24963 members 
Mstep: Class 12 contains 143268 members 
Mstep: Class 13 contains 17197 members 
Mstep: Class 14 contains 27998 members 
Mstep: Class 15 contains 5643 members 
Mstep: Class 16 contains 70502 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 28658 members 
Mstep: Class 19 contains 23426 members 
Mstep: Class 20 contains 15160 members 
Mstep: Class 21 contains 40854 members 
Mstep: Class 22 contains 2023 members 
Mstep: Class 23 contains 4426 members 
Mstep: Class 24 contains 18229 members 
Mstep: Class 25 contains 73293 members 
Mstep: Class 26 contains 18018 members 
Mstep: Class 27 contains 299004 members 
Mstep: Class 28 contains 9603 members 
Mstep: Class 29 contains 12226 members 
Mstep: Class 30 contains 15952 members 
Mstep: Class 31 contains 4418 members 
Mstep: Class 32 contains 43361 members 
Mstep: Class 33 contains 8319 members 
Mstep: Class 34 contains 2378 members 
Mstep: Class 35 contains 3270 members 
Entering Unmasked Estep 
Score: -157128624.000000 Penalty: 124097.632812
Splitting cluster 23 changes total score from -157127952.000000 to -157128624.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 24 (18229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Entering Unmasked Estep 
Score: -1772299.000000 Penalty: 2433.070801
	Iteration 0F: 2 clusters Score -1772299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1759427.750000 Penalty: 4866.141602
	Iteration 0F: 3 clusters Score -1759428 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1763901.500000 Penalty: 4866.141602
	Iteration 1F: 3 clusters Score -1763902 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1764866.000000 Penalty: 4866.141602
	Iteration 2F: 3 clusters Score -1764866 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1766103.625000 Penalty: 4866.141602
	Iteration 3F: 3 clusters Score -1766104 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1767666.750000 Penalty: 4866.141602
	Iteration 4F: 3 clusters Score -1767667 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1769308.125000 Penalty: 4866.141602
	Iteration 5F: 3 clusters Score -1769308 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1770549.875000 Penalty: 4866.141602
	Iteration 6F: 3 clusters Score -1770550 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1771337.750000 Penalty: 4866.141602
	Iteration 7Q: 3 clusters Score -1771338 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1771808.000000 Penalty: 4866.141602
	Iteration 8Q: 3 clusters Score -1771808 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1772094.125000 Penalty: 4866.141602
	Iteration 9Q: 3 clusters Score -1772094 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1772231.750000 Penalty: 4866.141602
	Iteration 10Q: 3 clusters Score -1772232 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1772310.750000 Penalty: 4866.141602
	Iteration 11Q: 3 clusters Score -1772311 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -1772345.375000 Penalty: 4866.141602
	Iteration 12Q: 3 clusters Score -1772345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1772351.000000 Penalty: 4866.141602
	Iteration 13Q: 3 clusters Score -1772351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -1772358.000000 Penalty: 4866.141602
	Iteration 14Q: 3 clusters Score -1772358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1772362.750000 Penalty: 4866.141602
	Iteration 15Q: 3 clusters Score -1772363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1772365.875000 Penalty: 4866.141602
	Iteration 16Q: 3 clusters Score -1772366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1772365.250000 Penalty: 4866.141602
	Iteration 17Q: 3 clusters Score -1772365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1772366.750000 Penalty: 4866.141602
	Iteration 18Q: 3 clusters Score -1772367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -1772368.125000 Penalty: 4866.141602
	Iteration 19Q: 3 clusters Score -1772368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1772367.875000 Penalty: 4866.141602
	Iteration 20F: 3 clusters Score -1772368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1772369.125000 Penalty: 4866.141602
	Iteration 21Q: 3 clusters Score -1772369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -1772365.750000 Penalty: 4866.141602
	Iteration 22Q: 3 clusters Score -1772366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -1772365.750000 Penalty: 4866.141602
	Iteration 23F: 3 clusters Score -1772366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 15879 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 6232 members 
Mstep: Class 5 contains 279269 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 207812 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 7347 members 
Mstep: Class 10 contains 149288 members 
Mstep: Class 11 contains 24963 members 
Mstep: Class 12 contains 143268 members 
Mstep: Class 13 contains 17197 members 
Mstep: Class 14 contains 27998 members 
Mstep: Class 15 contains 5643 members 
Mstep: Class 16 contains 70502 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 28658 members 
Mstep: Class 19 contains 23426 members 
Mstep: Class 20 contains 15160 members 
Mstep: Class 21 contains 40854 members 
Mstep: Class 22 contains 2023 members 
Mstep: Class 23 contains 4426 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 73293 members 
Mstep: Class 26 contains 18018 members 
Mstep: Class 27 contains 299004 members 
Mstep: Class 28 contains 9603 members 
Mstep: Class 29 contains 12226 members 
Mstep: Class 30 contains 15952 members 
Mstep: Class 31 contains 4418 members 
Mstep: Class 32 contains 43361 members 
Mstep: Class 33 contains 8319 members 
Mstep: Class 34 contains 2378 members 
Mstep: Class 35 contains 3270 members 
Mstep: Class 36 contains 17254 members 
Entering Unmasked Estep 
Score: -157126720.000000 Penalty: 127643.281250
Splitting cluster 24 changes total score from -157127952.000000 to -157126720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (73293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Entering Unmasked Estep 
Score: -7435369.500000 Penalty: 2778.150635
	Iteration 0F: 2 clusters Score -7435370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -7386397.500000 Penalty: 5556.301270
	Iteration 0F: 3 clusters Score -7386398 nChanged 34236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -7405508.500000 Penalty: 5556.301270
	Iteration 1F: 3 clusters Score -7405508 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -7406308.500000 Penalty: 5556.301270
	Iteration 2Q: 3 clusters Score -7406308 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -7407144.500000 Penalty: 5556.301270
	Iteration 3Q: 3 clusters Score -7407144 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -7408517.500000 Penalty: 5556.301270
	Iteration 4Q: 3 clusters Score -7408518 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -7410861.000000 Penalty: 5556.301270
	Iteration 5F: 3 clusters Score -7410861 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -7415000.500000 Penalty: 5556.301270
	Iteration 6F: 3 clusters Score -7415000 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60941 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -7420886.000000 Penalty: 5556.301270
	Iteration 7F: 3 clusters Score -7420886 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -7426853.000000 Penalty: 5556.301270
	Iteration 8F: 3 clusters Score -7426853 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70658 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -7430533.500000 Penalty: 5556.301270
	Iteration 9F: 3 clusters Score -7430534 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7432019.500000 Penalty: 5556.301270
	Iteration 10Q: 3 clusters Score -7432020 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7432532.500000 Penalty: 5556.301270
	Iteration 11Q: 3 clusters Score -7432532 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72939 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7432706.500000 Penalty: 5556.301270
	Iteration 12Q: 3 clusters Score -7432706 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7432802.500000 Penalty: 5556.301270
	Iteration 13Q: 3 clusters Score -7432802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73025 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7432853.000000 Penalty: 5556.301270
	Iteration 14Q: 3 clusters Score -7432853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7432882.000000 Penalty: 5556.301270
	Iteration 15Q: 3 clusters Score -7432882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73042 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7432892.000000 Penalty: 5556.301270
	Iteration 16Q: 3 clusters Score -7432892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73043 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7432907.000000 Penalty: 5556.301270
	Iteration 17Q: 3 clusters Score -7432907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7432921.000000 Penalty: 5556.301270
	Iteration 18Q: 3 clusters Score -7432921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73047 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7432936.500000 Penalty: 5556.301270
	Iteration 19Q: 3 clusters Score -7432936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7432940.000000 Penalty: 5556.301270
	Iteration 20F: 3 clusters Score -7432940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7432951.500000 Penalty: 5556.301270
	Iteration 21Q: 3 clusters Score -7432952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7432949.500000 Penalty: 5556.301270
	Iteration 22Q: 3 clusters Score -7432950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7432958.000000 Penalty: 5556.301270
	Iteration 23Q: 3 clusters Score -7432958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73043 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7432961.500000 Penalty: 5556.301270
	Iteration 24Q: 3 clusters Score -7432962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73043 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7432961.500000 Penalty: 5556.301270
	Iteration 25F: 3 clusters Score -7432962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Entering Unmasked Estep 
Score: -1767914.750000 Penalty: 2430.183350
	Iteration 0F: 2 clusters Score -1767915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1755096.875000 Penalty: 4860.366699
	Iteration 0F: 3 clusters Score -1755097 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1759345.125000 Penalty: 4860.366699
	Iteration 1F: 3 clusters Score -1759345 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1759808.875000 Penalty: 4860.366699
	Iteration 2F: 3 clusters Score -1759809 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1760161.625000 Penalty: 4860.366699
	Iteration 3Q: 3 clusters Score -1760162 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1760457.875000 Penalty: 4860.366699
	Iteration 4Q: 3 clusters Score -1760458 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1760758.500000 Penalty: 4860.366699
	Iteration 5Q: 3 clusters Score -1760758 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1761070.750000 Penalty: 4860.366699
	Iteration 6Q: 3 clusters Score -1761071 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1761357.625000 Penalty: 4860.366699
	Iteration 7Q: 3 clusters Score -1761358 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1761655.125000 Penalty: 4860.366699
	Iteration 8Q: 3 clusters Score -1761655 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1762029.375000 Penalty: 4860.366699
	Iteration 9Q: 3 clusters Score -1762029 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1762417.875000 Penalty: 4860.366699
	Iteration 10Q: 3 clusters Score -1762418 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1762863.500000 Penalty: 4860.366699
	Iteration 11Q: 3 clusters Score -1762864 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1763346.750000 Penalty: 4860.366699
	Iteration 12Q: 3 clusters Score -1763347 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1763838.500000 Penalty: 4860.366699
	Iteration 13Q: 3 clusters Score -1763838 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1764314.625000 Penalty: 4860.366699
	Iteration 14Q: 3 clusters Score -1764315 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1764703.250000 Penalty: 4860.366699
	Iteration 15Q: 3 clusters Score -1764703 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1765045.250000 Penalty: 4860.366699
	Iteration 16Q: 3 clusters Score -1765045 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1765299.375000 Penalty: 4860.366699
	Iteration 17Q: 3 clusters Score -1765299 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1765467.125000 Penalty: 4860.366699
	Iteration 18Q: 3 clusters Score -1765467 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1765579.000000 Penalty: 4860.366699
	Iteration 19Q: 3 clusters Score -1765579 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1765664.500000 Penalty: 4860.366699
	Iteration 20F: 3 clusters Score -1765664 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -1765736.250000 Penalty: 4860.366699
	Iteration 21Q: 3 clusters Score -1765736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1765780.625000 Penalty: 4860.366699
	Iteration 22Q: 3 clusters Score -1765781 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1765831.000000 Penalty: 4860.366699
	Iteration 23Q: 3 clusters Score -1765831 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1765867.875000 Penalty: 4860.366699
	Iteration 24Q: 3 clusters Score -1765868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1765900.500000 Penalty: 4860.366699
	Iteration 25Q: 3 clusters Score -1765900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1765925.000000 Penalty: 4860.366699
	Iteration 26Q: 3 clusters Score -1765925 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1765948.500000 Penalty: 4860.366699
	Iteration 27Q: 3 clusters Score -1765948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1765967.125000 Penalty: 4860.366699
	Iteration 28Q: 3 clusters Score -1765967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -1765991.000000 Penalty: 4860.366699
	Iteration 29Q: 3 clusters Score -1765991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1766011.375000 Penalty: 4860.366699
	Iteration 30Q: 3 clusters Score -1766011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1766039.750000 Penalty: 4860.366699
	Iteration 31Q: 3 clusters Score -1766040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1766060.375000 Penalty: 4860.366699
	Iteration 32Q: 3 clusters Score -1766060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1766087.625000 Penalty: 4860.366699
	Iteration 33Q: 3 clusters Score -1766088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -1766117.625000 Penalty: 4860.366699
	Iteration 34Q: 3 clusters Score -1766118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1766137.375000 Penalty: 4860.366699
	Iteration 35Q: 3 clusters Score -1766137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1766149.250000 Penalty: 4860.366699
	Iteration 36Q: 3 clusters Score -1766149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1766153.250000 Penalty: 4860.366699
	Iteration 37Q: 3 clusters Score -1766153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -1766158.125000 Penalty: 4860.366699
	Iteration 38Q: 3 clusters Score -1766158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1766161.750000 Penalty: 4860.366699
	Iteration 39Q: 3 clusters Score -1766162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1766162.500000 Penalty: 4860.366699
	Iteration 40F: 3 clusters Score -1766162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (299004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299004 members 
Entering Unmasked Estep 
Score: -29839394.000000 Penalty: 3126.836670
	Iteration 0F: 2 clusters Score -2.983939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149777 members 
Mstep: Class 2 contains 149227 members 
Entering Unmasked Estep 
Score: -29642504.000000 Penalty: 6253.673340
	Iteration 0F: 3 clusters Score -2.96425e+07 nChanged 144588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153791 members 
Mstep: Class 2 contains 145213 members 
Entering Unmasked Estep 
Score: -29727600.000000 Penalty: 6253.673340
	Iteration 1F: 3 clusters Score -2.97276e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156303 members 
Mstep: Class 2 contains 142701 members 
Entering Unmasked Estep 
Score: -29729000.000000 Penalty: 6253.673340
	Iteration 2Q: 3 clusters Score -2.9729e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160186 members 
Mstep: Class 2 contains 138818 members 
Entering Unmasked Estep 
Score: -29731088.000000 Penalty: 6253.673340
	Iteration 3Q: 3 clusters Score -2.973109e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166134 members 
Mstep: Class 2 contains 132870 members 
Entering Unmasked Estep 
Score: -29733444.000000 Penalty: 6253.673340
	Iteration 4Q: 3 clusters Score -2.973344e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175040 members 
Mstep: Class 2 contains 123964 members 
Entering Unmasked Estep 
Score: -29737584.000000 Penalty: 6253.673340
	Iteration 5Q: 3 clusters Score -2.973758e+07 nChanged 14163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188259 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -29744626.000000 Penalty: 6253.673340
	Iteration 6Q: 3 clusters Score -2.974463e+07 nChanged 19158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207087 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -29756826.000000 Penalty: 6253.673340
	Iteration 7F: 3 clusters Score -2.975683e+07 nChanged 23991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230932 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -29776184.000000 Penalty: 6253.673340
	Iteration 8F: 3 clusters Score -2.977618e+07 nChanged 25308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256196 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -29799196.000000 Penalty: 6253.673340
	Iteration 9F: 3 clusters Score -2.97992e+07 nChanged 20581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276765 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -29818282.000000 Penalty: 6253.673340
	Iteration 10F: 3 clusters Score -2.981828e+07 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288810 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -29828766.000000 Penalty: 6253.673340
	Iteration 11Q: 3 clusters Score -2.982877e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294265 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -29833270.000000 Penalty: 6253.673340
	Iteration 12Q: 3 clusters Score -2.983327e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296484 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -29835114.000000 Penalty: 6253.673340
	Iteration 13Q: 3 clusters Score -2.983511e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297388 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -29836006.000000 Penalty: 6253.673340
	Iteration 14Q: 3 clusters Score -2.983601e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297775 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -29836424.000000 Penalty: 6253.673340
	Iteration 15Q: 3 clusters Score -2.983642e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297967 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -29836608.000000 Penalty: 6253.673340
	Iteration 16Q: 3 clusters Score -2.983661e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298065 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -29836726.000000 Penalty: 6253.673340
	Iteration 17Q: 3 clusters Score -2.983673e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298127 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -29836756.000000 Penalty: 6253.673340
	Iteration 18Q: 3 clusters Score -2.983676e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298180 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -29836820.000000 Penalty: 6253.673340
	Iteration 19Q: 3 clusters Score -2.983682e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298212 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -29836832.000000 Penalty: 6253.673340
	Iteration 20F: 3 clusters Score -2.983683e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298231 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -29836880.000000 Penalty: 6253.673340
	Iteration 21Q: 3 clusters Score -2.983688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298246 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -29836894.000000 Penalty: 6253.673340
	Iteration 22Q: 3 clusters Score -2.983689e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298251 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -29836884.000000 Penalty: 6253.673340
	Iteration 23Q: 3 clusters Score -2.983688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298260 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -29836910.000000 Penalty: 6253.673340
	Iteration 24Q: 3 clusters Score -2.983691e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298270 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -29836926.000000 Penalty: 6253.673340
	Iteration 25Q: 3 clusters Score -2.983693e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298285 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -29836936.000000 Penalty: 6253.673340
	Iteration 26Q: 3 clusters Score -2.983694e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298294 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -29836950.000000 Penalty: 6253.673340
	Iteration 27Q: 3 clusters Score -2.983695e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298306 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -29836960.000000 Penalty: 6253.673340
	Iteration 28Q: 3 clusters Score -2.983696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298316 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -29836964.000000 Penalty: 6253.673340
	Iteration 29Q: 3 clusters Score -2.983696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298324 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -29836962.000000 Penalty: 6253.673340
	Iteration 30Q: 3 clusters Score -2.983696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298332 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -29836982.000000 Penalty: 6253.673340
	Iteration 31Q: 3 clusters Score -2.983698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298334 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -29837008.000000 Penalty: 6253.673340
	Iteration 32Q: 3 clusters Score -2.983701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298340 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -29837008.000000 Penalty: 6253.673340
	Iteration 33Q: 3 clusters Score -2.983701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298341 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -29837000.000000 Penalty: 6253.673340
	Iteration 34Q: 3 clusters Score -2.9837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298339 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -29837010.000000 Penalty: 6253.673340
	Iteration 35Q: 3 clusters Score -2.983701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298340 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -29837008.000000 Penalty: 6253.673340
	Iteration 36Q: 3 clusters Score -2.983701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298342 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -29837004.000000 Penalty: 6253.673340
	Iteration 37Q: 3 clusters Score -2.9837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298341 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -29837018.000000 Penalty: 6253.673340
	Iteration 38Q: 3 clusters Score -2.983702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298341 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -29837018.000000 Penalty: 6253.673340
	Iteration 39F: 3 clusters Score -2.983702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Entering Unmasked Estep 
Score: -954319.250000 Penalty: 2274.118164
	Iteration 0F: 2 clusters Score -954319.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -946972.625000 Penalty: 4548.236328
	Iteration 0F: 3 clusters Score -946972.6 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -949119.562500 Penalty: 4548.236328
	Iteration 1F: 3 clusters Score -949119.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -949439.125000 Penalty: 4548.236328
	Iteration 2F: 3 clusters Score -949439.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -949733.687500 Penalty: 4548.236328
	Iteration 3F: 3 clusters Score -949733.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -950053.500000 Penalty: 4548.236328
	Iteration 4Q: 3 clusters Score -950053.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -950412.375000 Penalty: 4548.236328
	Iteration 5Q: 3 clusters Score -950412.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -950754.875000 Penalty: 4548.236328
	Iteration 6F: 3 clusters Score -950754.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -951061.562500 Penalty: 4548.236328
	Iteration 7Q: 3 clusters Score -951061.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -951339.000000 Penalty: 4548.236328
	Iteration 8Q: 3 clusters Score -951339 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -951581.312500 Penalty: 4548.236328
	Iteration 9Q: 3 clusters Score -951581.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -951836.125000 Penalty: 4548.236328
	Iteration 10Q: 3 clusters Score -951836.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -952084.500000 Penalty: 4548.236328
	Iteration 11Q: 3 clusters Score -952084.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -952304.875000 Penalty: 4548.236328
	Iteration 12Q: 3 clusters Score -952304.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -952494.875000 Penalty: 4548.236328
	Iteration 13Q: 3 clusters Score -952494.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -952643.437500 Penalty: 4548.236328
	Iteration 14Q: 3 clusters Score -952643.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -952767.500000 Penalty: 4548.236328
	Iteration 15Q: 3 clusters Score -952767.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -952883.250000 Penalty: 4548.236328
	Iteration 16Q: 3 clusters Score -952883.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -952999.562500 Penalty: 4548.236328
	Iteration 17Q: 3 clusters Score -952999.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -953110.375000 Penalty: 4548.236328
	Iteration 18Q: 3 clusters Score -953110.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -953205.500000 Penalty: 4548.236328
	Iteration 19Q: 3 clusters Score -953205.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -953263.937500 Penalty: 4548.236328
	Iteration 20F: 3 clusters Score -953263.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -953304.562500 Penalty: 4548.236328
	Iteration 21Q: 3 clusters Score -953304.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -953330.812500 Penalty: 4548.236328
	Iteration 22Q: 3 clusters Score -953330.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -953342.750000 Penalty: 4548.236328
	Iteration 23Q: 3 clusters Score -953342.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -953350.687500 Penalty: 4548.236328
	Iteration 24Q: 3 clusters Score -953350.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -953355.437500 Penalty: 4548.236328
	Iteration 25Q: 3 clusters Score -953355.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -953358.375000 Penalty: 4548.236328
	Iteration 26Q: 3 clusters Score -953358.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -953364.062500 Penalty: 4548.236328
	Iteration 27Q: 3 clusters Score -953364.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -953368.125000 Penalty: 4548.236328
	Iteration 28Q: 3 clusters Score -953368.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -953372.000000 Penalty: 4548.236328
	Iteration 29Q: 3 clusters Score -953372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -953371.750000 Penalty: 4548.236328
	Iteration 30Q: 3 clusters Score -953371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -953372.625000 Penalty: 4548.236328
	Iteration 31Q: 3 clusters Score -953372.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -953371.687500 Penalty: 4548.236328
	Iteration 32Q: 3 clusters Score -953371.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -953372.812500 Penalty: 4548.236328
	Iteration 33Q: 3 clusters Score -953372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -953374.062500 Penalty: 4548.236328
	Iteration 34Q: 3 clusters Score -953374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -953374.062500 Penalty: 4548.236328
	Iteration 35F: 3 clusters Score -953374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Entering Unmasked Estep 
Score: -1184398.500000 Penalty: 2334.007324
	Iteration 0F: 2 clusters Score -1184398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1175307.500000 Penalty: 4668.014648
	Iteration 0F: 3 clusters Score -1175308 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1178194.375000 Penalty: 4668.014648
	Iteration 1F: 3 clusters Score -1178194 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1178626.375000 Penalty: 4668.014648
	Iteration 2F: 3 clusters Score -1178626 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1178971.625000 Penalty: 4668.014648
	Iteration 3F: 3 clusters Score -1178972 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1179375.500000 Penalty: 4668.014648
	Iteration 4F: 3 clusters Score -1179376 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1179883.750000 Penalty: 4668.014648
	Iteration 5F: 3 clusters Score -1179884 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1180475.625000 Penalty: 4668.014648
	Iteration 6F: 3 clusters Score -1180476 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1181159.250000 Penalty: 4668.014648
	Iteration 7F: 3 clusters Score -1181159 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1181822.125000 Penalty: 4668.014648
	Iteration 8F: 3 clusters Score -1181822 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1182317.625000 Penalty: 4668.014648
	Iteration 9Q: 3 clusters Score -1182318 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1182697.875000 Penalty: 4668.014648
	Iteration 10Q: 3 clusters Score -1182698 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1182947.625000 Penalty: 4668.014648
	Iteration 11Q: 3 clusters Score -1182948 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1183123.375000 Penalty: 4668.014648
	Iteration 12Q: 3 clusters Score -1183123 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1183305.125000 Penalty: 4668.014648
	Iteration 13Q: 3 clusters Score -1183305 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1183433.375000 Penalty: 4668.014648
	Iteration 14Q: 3 clusters Score -1183433 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1183533.500000 Penalty: 4668.014648
	Iteration 15Q: 3 clusters Score -1183534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1183593.625000 Penalty: 4668.014648
	Iteration 16Q: 3 clusters Score -1183594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1183631.250000 Penalty: 4668.014648
	Iteration 17Q: 3 clusters Score -1183631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1183649.875000 Penalty: 4668.014648
	Iteration 18Q: 3 clusters Score -1183650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1183664.750000 Penalty: 4668.014648
	Iteration 19Q: 3 clusters Score -1183665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1183670.875000 Penalty: 4668.014648
	Iteration 20F: 3 clusters Score -1183671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1183675.125000 Penalty: 4668.014648
	Iteration 21Q: 3 clusters Score -1183675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1183676.250000 Penalty: 4668.014648
	Iteration 22Q: 3 clusters Score -1183676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1183674.750000 Penalty: 4668.014648
	Iteration 23Q: 3 clusters Score -1183675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1183677.375000 Penalty: 4668.014648
	Iteration 24Q: 3 clusters Score -1183677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1183674.125000 Penalty: 4668.014648
	Iteration 25Q: 3 clusters Score -1183674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1183679.125000 Penalty: 4668.014648
	Iteration 26Q: 3 clusters Score -1183679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1183682.875000 Penalty: 4668.014648
	Iteration 27Q: 3 clusters Score -1183683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1183681.750000 Penalty: 4668.014648
	Iteration 28Q: 3 clusters Score -1183682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1183685.250000 Penalty: 4668.014648
	Iteration 29Q: 3 clusters Score -1183685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1183686.000000 Penalty: 4668.014648
	Iteration 30Q: 3 clusters Score -1183686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1183690.250000 Penalty: 4668.014648
	Iteration 31Q: 3 clusters Score -1183690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1183693.250000 Penalty: 4668.014648
	Iteration 32Q: 3 clusters Score -1183693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1183693.500000 Penalty: 4668.014648
	Iteration 33Q: 3 clusters Score -1183694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1183695.500000 Penalty: 4668.014648
	Iteration 34Q: 3 clusters Score -1183696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1183699.125000 Penalty: 4668.014648
	Iteration 35Q: 3 clusters Score -1183699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1183700.000000 Penalty: 4668.014648
	Iteration 36Q: 3 clusters Score -1183700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1183700.000000 Penalty: 4668.014648
	Iteration 37F: 3 clusters Score -1183700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Entering Unmasked Estep 
Score: -1550793.375000 Penalty: 2399.980225
	Iteration 0F: 2 clusters Score -1550793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1539370.625000 Penalty: 4799.960449
	Iteration 0F: 3 clusters Score -1539371 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1543180.750000 Penalty: 4799.960449
	Iteration 1F: 3 clusters Score -1543181 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1543674.500000 Penalty: 4799.960449
	Iteration 2F: 3 clusters Score -1543674 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1544207.000000 Penalty: 4799.960449
	Iteration 3F: 3 clusters Score -1544207 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1544820.125000 Penalty: 4799.960449
	Iteration 4F: 3 clusters Score -1544820 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1545428.375000 Penalty: 4799.960449
	Iteration 5F: 3 clusters Score -1545428 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1545993.625000 Penalty: 4799.960449
	Iteration 6F: 3 clusters Score -1545994 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1546538.750000 Penalty: 4799.960449
	Iteration 7Q: 3 clusters Score -1546539 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1547015.000000 Penalty: 4799.960449
	Iteration 8Q: 3 clusters Score -1547015 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1547370.500000 Penalty: 4799.960449
	Iteration 9Q: 3 clusters Score -1547370 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1547577.250000 Penalty: 4799.960449
	Iteration 10Q: 3 clusters Score -1547577 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1547714.125000 Penalty: 4799.960449
	Iteration 11Q: 3 clusters Score -1547714 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1547816.625000 Penalty: 4799.960449
	Iteration 12Q: 3 clusters Score -1547817 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1547910.500000 Penalty: 4799.960449
	Iteration 13Q: 3 clusters Score -1547910 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1547976.375000 Penalty: 4799.960449
	Iteration 14Q: 3 clusters Score -1547976 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1548028.625000 Penalty: 4799.960449
	Iteration 15Q: 3 clusters Score -1548029 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1548093.625000 Penalty: 4799.960449
	Iteration 16Q: 3 clusters Score -1548094 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1548141.000000 Penalty: 4799.960449
	Iteration 17Q: 3 clusters Score -1548141 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1548198.125000 Penalty: 4799.960449
	Iteration 18Q: 3 clusters Score -1548198 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1548263.625000 Penalty: 4799.960449
	Iteration 19Q: 3 clusters Score -1548264 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1548354.250000 Penalty: 4799.960449
	Iteration 20F: 3 clusters Score -1548354 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1548437.750000 Penalty: 4799.960449
	Iteration 21Q: 3 clusters Score -1548438 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1548536.125000 Penalty: 4799.960449
	Iteration 22Q: 3 clusters Score -1548536 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1548647.750000 Penalty: 4799.960449
	Iteration 23Q: 3 clusters Score -1548648 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1548727.625000 Penalty: 4799.960449
	Iteration 24Q: 3 clusters Score -1548728 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1548782.625000 Penalty: 4799.960449
	Iteration 25Q: 3 clusters Score -1548783 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1548827.750000 Penalty: 4799.960449
	Iteration 26Q: 3 clusters Score -1548828 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1548847.500000 Penalty: 4799.960449
	Iteration 27Q: 3 clusters Score -1548848 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1548866.000000 Penalty: 4799.960449
	Iteration 28Q: 3 clusters Score -1548866 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1548884.000000 Penalty: 4799.960449
	Iteration 29Q: 3 clusters Score -1548884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1548890.625000 Penalty: 4799.960449
	Iteration 30Q: 3 clusters Score -1548891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1548895.750000 Penalty: 4799.960449
	Iteration 31Q: 3 clusters Score -1548896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1548899.750000 Penalty: 4799.960449
	Iteration 32Q: 3 clusters Score -1548900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1548904.000000 Penalty: 4799.960449
	Iteration 33Q: 3 clusters Score -1548904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1548907.000000 Penalty: 4799.960449
	Iteration 34Q: 3 clusters Score -1548907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1548908.250000 Penalty: 4799.960449
	Iteration 35Q: 3 clusters Score -1548908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1548909.625000 Penalty: 4799.960449
	Iteration 36Q: 3 clusters Score -1548910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1548909.875000 Penalty: 4799.960449
	Iteration 37Q: 3 clusters Score -1548910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1548908.875000 Penalty: 4799.960449
	Iteration 38Q: 3 clusters Score -1548909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1548908.125000 Penalty: 4799.960449
	Iteration 39Q: 3 clusters Score -1548908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1548912.000000 Penalty: 4799.960449
	Iteration 40F: 3 clusters Score -1548912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1548915.375000 Penalty: 4799.960449
	Iteration 41Q: 3 clusters Score -1548915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1548915.250000 Penalty: 4799.960449
	Iteration 42Q: 3 clusters Score -1548915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1548912.375000 Penalty: 4799.960449
	Iteration 43Q: 3 clusters Score -1548912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1548914.750000 Penalty: 4799.960449
	Iteration 44Q: 3 clusters Score -1548915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1548918.250000 Penalty: 4799.960449
	Iteration 45Q: 3 clusters Score -1548918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1548916.750000 Penalty: 4799.960449
	Iteration 46Q: 3 clusters Score -1548917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1548920.500000 Penalty: 4799.960449
	Iteration 47Q: 3 clusters Score -1548920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1548921.000000 Penalty: 4799.960449
	Iteration 48Q: 3 clusters Score -1548921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1548918.250000 Penalty: 4799.960449
	Iteration 49Q: 3 clusters Score -1548918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1548919.875000 Penalty: 4799.960449
	Iteration 50Q: 3 clusters Score -1548920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1548921.375000 Penalty: 4799.960449
	Iteration 51Q: 3 clusters Score -1548921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1548919.000000 Penalty: 4799.960449
	Iteration 52Q: 3 clusters Score -1548919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1548920.125000 Penalty: 4799.960449
	Iteration 53Q: 3 clusters Score -1548920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1548921.375000 Penalty: 4799.960449
	Iteration 54Q: 3 clusters Score -1548921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1548925.375000 Penalty: 4799.960449
	Iteration 55Q: 3 clusters Score -1548925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1548922.375000 Penalty: 4799.960449
	Iteration 56Q: 3 clusters Score -1548922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1548926.000000 Penalty: 4799.960449
	Iteration 57Q: 3 clusters Score -1548926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1548924.375000 Penalty: 4799.960449
	Iteration 58Q: 3 clusters Score -1548924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1548928.125000 Penalty: 4799.960449
	Iteration 59Q: 3 clusters Score -1548928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1548927.375000 Penalty: 4799.960449
	Iteration 60F: 3 clusters Score -1548927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1548928.125000 Penalty: 4799.960449
	Iteration 61Q: 3 clusters Score -1548928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1548929.375000 Penalty: 4799.960449
	Iteration 62Q: 3 clusters Score -1548929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1548934.000000 Penalty: 4799.960449
	Iteration 63Q: 3 clusters Score -1548934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1548932.000000 Penalty: 4799.960449
	Iteration 64Q: 3 clusters Score -1548932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1548933.625000 Penalty: 4799.960449
	Iteration 65Q: 3 clusters Score -1548934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1548933.875000 Penalty: 4799.960449
	Iteration 66Q: 3 clusters Score -1548934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1548935.375000 Penalty: 4799.960449
	Iteration 67Q: 3 clusters Score -1548935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1548934.500000 Penalty: 4799.960449
	Iteration 68Q: 3 clusters Score -1548934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1548936.750000 Penalty: 4799.960449
	Iteration 69Q: 3 clusters Score -1548937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1548938.875000 Penalty: 4799.960449
	Iteration 70Q: 3 clusters Score -1548939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1548938.250000 Penalty: 4799.960449
	Iteration 71Q: 3 clusters Score -1548938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1548940.125000 Penalty: 4799.960449
	Iteration 72Q: 3 clusters Score -1548940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1548938.750000 Penalty: 4799.960449
	Iteration 73Q: 3 clusters Score -1548939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1548939.625000 Penalty: 4799.960449
	Iteration 74Q: 3 clusters Score -1548940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1548939.625000 Penalty: 4799.960449
	Iteration 75F: 3 clusters Score -1548940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Entering Unmasked Estep 
Score: -420923.125000 Penalty: 2081.573730
	Iteration 0F: 2 clusters Score -420923.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -416772.375000 Penalty: 4163.147461
	Iteration 0F: 3 clusters Score -416772.4 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -417729.968750 Penalty: 4163.147461
	Iteration 1F: 3 clusters Score -417730 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -417951.406250 Penalty: 4163.147461
	Iteration 2F: 3 clusters Score -417951.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -418131.281250 Penalty: 4163.147461
	Iteration 3F: 3 clusters Score -418131.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -418340.187500 Penalty: 4163.147461
	Iteration 4F: 3 clusters Score -418340.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -418594.406250 Penalty: 4163.147461
	Iteration 5F: 3 clusters Score -418594.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -418900.468750 Penalty: 4163.147461
	Iteration 6F: 3 clusters Score -418900.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -419151.531250 Penalty: 4163.147461
	Iteration 7F: 3 clusters Score -419151.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -419368.812500 Penalty: 4163.147461
	Iteration 8Q: 3 clusters Score -419368.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -419524.562500 Penalty: 4163.147461
	Iteration 9Q: 3 clusters Score -419524.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -419615.187500 Penalty: 4163.147461
	Iteration 10Q: 3 clusters Score -419615.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -419688.062500 Penalty: 4163.147461
	Iteration 11Q: 3 clusters Score -419688.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -419738.437500 Penalty: 4163.147461
	Iteration 12Q: 3 clusters Score -419738.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -419771.156250 Penalty: 4163.147461
	Iteration 13Q: 3 clusters Score -419771.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -419793.781250 Penalty: 4163.147461
	Iteration 14Q: 3 clusters Score -419793.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -419808.625000 Penalty: 4163.147461
	Iteration 15Q: 3 clusters Score -419808.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -419822.781250 Penalty: 4163.147461
	Iteration 16Q: 3 clusters Score -419822.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -419833.437500 Penalty: 4163.147461
	Iteration 17Q: 3 clusters Score -419833.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -419840.218750 Penalty: 4163.147461
	Iteration 18Q: 3 clusters Score -419840.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -419845.625000 Penalty: 4163.147461
	Iteration 19Q: 3 clusters Score -419845.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -419849.156250 Penalty: 4163.147461
	Iteration 20F: 3 clusters Score -419849.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -419850.968750 Penalty: 4163.147461
	Iteration 21Q: 3 clusters Score -419851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -419854.593750 Penalty: 4163.147461
	Iteration 22Q: 3 clusters Score -419854.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -419859.281250 Penalty: 4163.147461
	Iteration 23Q: 3 clusters Score -419859.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -419864.500000 Penalty: 4163.147461
	Iteration 24Q: 3 clusters Score -419864.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -419869.968750 Penalty: 4163.147461
	Iteration 25Q: 3 clusters Score -419870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -419874.843750 Penalty: 4163.147461
	Iteration 26Q: 3 clusters Score -419874.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -419882.593750 Penalty: 4163.147461
	Iteration 27Q: 3 clusters Score -419882.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -419887.687500 Penalty: 4163.147461
	Iteration 28Q: 3 clusters Score -419887.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -419895.437500 Penalty: 4163.147461
	Iteration 29Q: 3 clusters Score -419895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -419899.218750 Penalty: 4163.147461
	Iteration 30Q: 3 clusters Score -419899.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -419903.031250 Penalty: 4163.147461
	Iteration 31Q: 3 clusters Score -419903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -419908.218750 Penalty: 4163.147461
	Iteration 32Q: 3 clusters Score -419908.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -419912.062500 Penalty: 4163.147461
	Iteration 33Q: 3 clusters Score -419912.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -419916.656250 Penalty: 4163.147461
	Iteration 34Q: 3 clusters Score -419916.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -419920.031250 Penalty: 4163.147461
	Iteration 35Q: 3 clusters Score -419920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -419922.156250 Penalty: 4163.147461
	Iteration 36Q: 3 clusters Score -419922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -419922.875000 Penalty: 4163.147461
	Iteration 37Q: 3 clusters Score -419922.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -419923.312500 Penalty: 4163.147461
	Iteration 38Q: 3 clusters Score -419923.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -419924.062500 Penalty: 4163.147461
	Iteration 39Q: 3 clusters Score -419924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -419924.906250 Penalty: 4163.147461
	Iteration 40F: 3 clusters Score -419924.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -419925.687500 Penalty: 4163.147461
	Iteration 41Q: 3 clusters Score -419925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -419927.250000 Penalty: 4163.147461
	Iteration 42Q: 3 clusters Score -419927.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -419928.750000 Penalty: 4163.147461
	Iteration 43Q: 3 clusters Score -419928.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -419931.718750 Penalty: 4163.147461
	Iteration 44Q: 3 clusters Score -419931.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -419932.656250 Penalty: 4163.147461
	Iteration 45Q: 3 clusters Score -419932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -419935.062500 Penalty: 4163.147461
	Iteration 46Q: 3 clusters Score -419935.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -419936.187500 Penalty: 4163.147461
	Iteration 47Q: 3 clusters Score -419936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -419937.406250 Penalty: 4163.147461
	Iteration 48Q: 3 clusters Score -419937.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -419939.375000 Penalty: 4163.147461
	Iteration 49Q: 3 clusters Score -419939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -419942.250000 Penalty: 4163.147461
	Iteration 50Q: 3 clusters Score -419942.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -419944.562500 Penalty: 4163.147461
	Iteration 51Q: 3 clusters Score -419944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -419945.406250 Penalty: 4163.147461
	Iteration 52Q: 3 clusters Score -419945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -419947.625000 Penalty: 4163.147461
	Iteration 53Q: 3 clusters Score -419947.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -419948.031250 Penalty: 4163.147461
	Iteration 54Q: 3 clusters Score -419948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -419950.906250 Penalty: 4163.147461
	Iteration 55Q: 3 clusters Score -419950.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -419956.625000 Penalty: 4163.147461
	Iteration 56Q: 3 clusters Score -419956.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -419961.750000 Penalty: 4163.147461
	Iteration 57Q: 3 clusters Score -419961.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -419965.968750 Penalty: 4163.147461
	Iteration 58Q: 3 clusters Score -419966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -419968.562500 Penalty: 4163.147461
	Iteration 59Q: 3 clusters Score -419968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -419969.218750 Penalty: 4163.147461
	Iteration 60F: 3 clusters Score -419969.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -419972.562500 Penalty: 4163.147461
	Iteration 61Q: 3 clusters Score -419972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -419974.000000 Penalty: 4163.147461
	Iteration 62Q: 3 clusters Score -419974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -419973.406250 Penalty: 4163.147461
	Iteration 63Q: 3 clusters Score -419973.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -419977.531250 Penalty: 4163.147461
	Iteration 64Q: 3 clusters Score -419977.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -419980.093750 Penalty: 4163.147461
	Iteration 65Q: 3 clusters Score -419980.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -419981.375000 Penalty: 4163.147461
	Iteration 66Q: 3 clusters Score -419981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -419983.125000 Penalty: 4163.147461
	Iteration 67Q: 3 clusters Score -419983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -419982.406250 Penalty: 4163.147461
	Iteration 68Q: 3 clusters Score -419982.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -419982.406250 Penalty: 4163.147461
	Iteration 69F: 3 clusters Score -419982.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 15879 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 6232 members 
Mstep: Class 5 contains 279269 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 207812 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 7347 members 
Mstep: Class 10 contains 149288 members 
Mstep: Class 11 contains 24963 members 
Mstep: Class 12 contains 143268 members 
Mstep: Class 13 contains 17197 members 
Mstep: Class 14 contains 27998 members 
Mstep: Class 15 contains 5643 members 
Mstep: Class 16 contains 70502 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 28658 members 
Mstep: Class 19 contains 23426 members 
Mstep: Class 20 contains 15160 members 
Mstep: Class 21 contains 40854 members 
Mstep: Class 22 contains 2023 members 
Mstep: Class 23 contains 4426 members 
Mstep: Class 24 contains 18229 members 
Mstep: Class 25 contains 73293 members 
Mstep: Class 26 contains 18018 members 
Mstep: Class 27 contains 299004 members 
Mstep: Class 28 contains 9603 members 
Mstep: Class 29 contains 12226 members 
Mstep: Class 30 contains 15952 members 
Mstep: Class 31 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132384.000000 Penalty: 124097.632812
Iteration 79Q: 36 clusters Score -1.571324e+08 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 6099 members 
Mstep: Class 5 contains 279403 members 
Mstep: Class 6 contains 9628 members 
Mstep: Class 7 contains 208169 members 
Mstep: Class 8 contains 8543 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 149703 members 
Mstep: Class 11 contains 24958 members 
Mstep: Class 12 contains 146289 members 
Mstep: Class 13 contains 17194 members 
Mstep: Class 14 contains 27992 members 
Mstep: Class 15 contains 5850 members 
Mstep: Class 16 contains 70424 members 
Mstep: Class 17 contains 2032 members 
Mstep: Class 18 contains 28945 members 
Mstep: Class 19 contains 23522 members 
Mstep: Class 20 contains 15337 members 
Mstep: Class 21 contains 41186 members 
Mstep: Class 22 contains 2137 members 
Mstep: Class 23 contains 4341 members 
Mstep: Class 24 contains 18260 members 
Mstep: Class 25 contains 73204 members 
Mstep: Class 26 contains 17787 members 
Mstep: Class 27 contains 296123 members 
Mstep: Class 28 contains 9602 members 
Mstep: Class 29 contains 12300 members 
Mstep: Class 30 contains 15946 members 
Mstep: Class 31 contains 4388 members 
Mstep: Class 32 contains 42019 members 
Mstep: Class 33 contains 7995 members 
Mstep: Class 34 contains 2268 members 
Mstep: Class 35 contains 3397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157135808.000000 Penalty: 124097.632812
Iteration 80F: 36 clusters Score -1.571358e+08 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 15846 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 6031 members 
Mstep: Class 5 contains 279178 members 
Mstep: Class 6 contains 9657 members 
Mstep: Class 7 contains 208091 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 150126 members 
Mstep: Class 11 contains 24919 members 
Mstep: Class 12 contains 150116 members 
Mstep: Class 13 contains 17165 members 
Mstep: Class 14 contains 27752 members 
Mstep: Class 15 contains 6002 members 
Mstep: Class 16 contains 70346 members 
Mstep: Class 17 contains 2022 members 
Mstep: Class 18 contains 28935 members 
Mstep: Class 19 contains 23552 members 
Mstep: Class 20 contains 15451 members 
Mstep: Class 21 contains 41197 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 4273 members 
Mstep: Class 24 contains 18308 members 
Mstep: Class 25 contains 73105 members 
Mstep: Class 26 contains 17593 members 
Mstep: Class 27 contains 291837 members 
Mstep: Class 28 contains 9577 members 
Mstep: Class 29 contains 12287 members 
Mstep: Class 30 contains 15956 members 
Mstep: Class 31 contains 4374 members 
Mstep: Class 32 contains 42379 members 
Mstep: Class 33 contains 7986 members 
Mstep: Class 34 contains 2500 members 
Mstep: Class 35 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157137296.000000 Penalty: 124097.632812
Iteration 81Q: 36 clusters Score -1.571373e+08 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 15818 members 
Mstep: Class 3 contains 6930 members 
Mstep: Class 4 contains 6003 members 
Mstep: Class 5 contains 279007 members 
Mstep: Class 6 contains 9680 members 
Mstep: Class 7 contains 208085 members 
Mstep: Class 8 contains 8542 members 
Mstep: Class 9 contains 7346 members 
Mstep: Class 10 contains 150573 members 
Mstep: Class 11 contains 24884 members 
Mstep: Class 12 contains 154023 members 
Mstep: Class 13 contains 17141 members 
Mstep: Class 14 contains 27571 members 
Mstep: Class 15 contains 6181 members 
Mstep: Class 16 contains 70315 members 
Mstep: Class 17 contains 2017 members 
Mstep: Class 18 contains 28832 members 
Mstep: Class 19 contains 23620 members 
Mstep: Class 20 contains 15592 members 
Mstep: Class 21 contains 41300 members 
Mstep: Class 22 contains 2218 members 
Mstep: Class 23 contains 4238 members 
Mstep: Class 24 contains 18342 members 
Mstep: Class 25 contains 73014 members 
Mstep: Class 26 contains 17410 members 
Mstep: Class 27 contains 287417 members 
Mstep: Class 28 contains 9564 members 
Mstep: Class 29 contains 12289 members 
Mstep: Class 30 contains 15974 members 
Mstep: Class 31 contains 4361 members 
Mstep: Class 32 contains 42506 members 
Mstep: Class 33 contains 8007 members 
Mstep: Class 34 contains 2655 members 
Mstep: Class 35 contains 3955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157138656.000000 Penalty: 124097.632812
Iteration 82Q: 36 clusters Score -1.571387e+08 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 15787 members 
Mstep: Class 3 contains 6908 members 
Mstep: Class 4 contains 5976 members 
Mstep: Class 5 contains 278829 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 208145 members 
Mstep: Class 8 contains 8541 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 151040 members 
Mstep: Class 11 contains 24854 members 
Mstep: Class 12 contains 157849 members 
Mstep: Class 13 contains 17110 members 
Mstep: Class 14 contains 27384 members 
Mstep: Class 15 contains 6337 members 
Mstep: Class 16 contains 70271 members 
Mstep: Class 17 contains 2016 members 
Mstep: Class 18 contains 28718 members 
Mstep: Class 19 contains 23668 members 
Mstep: Class 20 contains 15733 members 
Mstep: Class 21 contains 41428 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 4217 members 
Mstep: Class 24 contains 18361 members 
Mstep: Class 25 contains 72946 members 
Mstep: Class 26 contains 17233 members 
Mstep: Class 27 contains 283017 members 
Mstep: Class 28 contains 9564 members 
Mstep: Class 29 contains 12293 members 
Mstep: Class 30 contains 15992 members 
Mstep: Class 31 contains 4353 members 
Mstep: Class 32 contains 42601 members 
Mstep: Class 33 contains 8056 members 
Mstep: Class 34 contains 2823 members 
Mstep: Class 35 contains 4105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140272.000000 Penalty: 124097.632812
Iteration 83Q: 36 clusters Score -1.571403e+08 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 15753 members 
Mstep: Class 3 contains 6894 members 
Mstep: Class 4 contains 5952 members 
Mstep: Class 5 contains 278687 members 
Mstep: Class 6 contains 9740 members 
Mstep: Class 7 contains 208255 members 
Mstep: Class 8 contains 8538 members 
Mstep: Class 9 contains 7344 members 
Mstep: Class 10 contains 151606 members 
Mstep: Class 11 contains 24822 members 
Mstep: Class 12 contains 161670 members 
Mstep: Class 13 contains 17088 members 
Mstep: Class 14 contains 27227 members 
Mstep: Class 15 contains 6470 members 
Mstep: Class 16 contains 70197 members 
Mstep: Class 17 contains 2013 members 
Mstep: Class 18 contains 28641 members 
Mstep: Class 19 contains 23738 members 
Mstep: Class 20 contains 15860 members 
Mstep: Class 21 contains 41571 members 
Mstep: Class 22 contains 2265 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 18365 members 
Mstep: Class 25 contains 72863 members 
Mstep: Class 26 contains 17086 members 
Mstep: Class 27 contains 278502 members 
Mstep: Class 28 contains 9562 members 
Mstep: Class 29 contains 12299 members 
Mstep: Class 30 contains 16008 members 
Mstep: Class 31 contains 4349 members 
Mstep: Class 32 contains 42660 members 
Mstep: Class 33 contains 8113 members 
Mstep: Class 34 contains 2974 members 
Mstep: Class 35 contains 4199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141680.000000 Penalty: 124097.632812
Iteration 84Q: 36 clusters Score -1.571417e+08 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 15720 members 
Mstep: Class 3 contains 6874 members 
Mstep: Class 4 contains 5922 members 
Mstep: Class 5 contains 278581 members 
Mstep: Class 6 contains 9755 members 
Mstep: Class 7 contains 208388 members 
Mstep: Class 8 contains 8535 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 152135 members 
Mstep: Class 11 contains 24784 members 
Mstep: Class 12 contains 165474 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 27069 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 70105 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 28588 members 
Mstep: Class 19 contains 23823 members 
Mstep: Class 20 contains 15994 members 
Mstep: Class 21 contains 41694 members 
Mstep: Class 22 contains 2283 members 
Mstep: Class 23 contains 4157 members 
Mstep: Class 24 contains 18377 members 
Mstep: Class 25 contains 72797 members 
Mstep: Class 26 contains 16933 members 
Mstep: Class 27 contains 274014 members 
Mstep: Class 28 contains 9560 members 
Mstep: Class 29 contains 12303 members 
Mstep: Class 30 contains 16030 members 
Mstep: Class 31 contains 4347 members 
Mstep: Class 32 contains 42717 members 
Mstep: Class 33 contains 8165 members 
Mstep: Class 34 contains 3122 members 
Mstep: Class 35 contains 4279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142192.000000 Penalty: 124097.632812
Iteration 85Q: 36 clusters Score -1.571422e+08 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 15702 members 
Mstep: Class 3 contains 6852 members 
Mstep: Class 4 contains 5903 members 
Mstep: Class 5 contains 278495 members 
Mstep: Class 6 contains 9772 members 
Mstep: Class 7 contains 208478 members 
Mstep: Class 8 contains 8535 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 152650 members 
Mstep: Class 11 contains 24749 members 
Mstep: Class 12 contains 169163 members 
Mstep: Class 13 contains 17045 members 
Mstep: Class 14 contains 26924 members 
Mstep: Class 15 contains 6688 members 
Mstep: Class 16 contains 69991 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 28536 members 
Mstep: Class 19 contains 23959 members 
Mstep: Class 20 contains 16108 members 
Mstep: Class 21 contains 41774 members 
Mstep: Class 22 contains 2297 members 
Mstep: Class 23 contains 4144 members 
Mstep: Class 24 contains 18379 members 
Mstep: Class 25 contains 72730 members 
Mstep: Class 26 contains 16793 members 
Mstep: Class 27 contains 269687 members 
Mstep: Class 28 contains 9569 members 
Mstep: Class 29 contains 12298 members 
Mstep: Class 30 contains 16047 members 
Mstep: Class 31 contains 4346 members 
Mstep: Class 32 contains 42775 members 
Mstep: Class 33 contains 8227 members 
Mstep: Class 34 contains 3248 members 
Mstep: Class 35 contains 4331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142752.000000 Penalty: 124097.632812
Iteration 86Q: 36 clusters Score -1.571428e+08 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 15689 members 
Mstep: Class 3 contains 6835 members 
Mstep: Class 4 contains 5892 members 
Mstep: Class 5 contains 278468 members 
Mstep: Class 6 contains 9785 members 
Mstep: Class 7 contains 208500 members 
Mstep: Class 8 contains 8531 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 153170 members 
Mstep: Class 11 contains 24723 members 
Mstep: Class 12 contains 172843 members 
Mstep: Class 13 contains 17026 members 
Mstep: Class 14 contains 26807 members 
Mstep: Class 15 contains 6776 members 
Mstep: Class 16 contains 69861 members 
Mstep: Class 17 contains 2007 members 
Mstep: Class 18 contains 28482 members 
Mstep: Class 19 contains 24099 members 
Mstep: Class 20 contains 16218 members 
Mstep: Class 21 contains 41844 members 
Mstep: Class 22 contains 2300 members 
Mstep: Class 23 contains 4135 members 
Mstep: Class 24 contains 18387 members 
Mstep: Class 25 contains 72713 members 
Mstep: Class 26 contains 16665 members 
Mstep: Class 27 contains 265361 members 
Mstep: Class 28 contains 9570 members 
Mstep: Class 29 contains 12287 members 
Mstep: Class 30 contains 16062 members 
Mstep: Class 31 contains 4345 members 
Mstep: Class 32 contains 42828 members 
Mstep: Class 33 contains 8287 members 
Mstep: Class 34 contains 3354 members 
Mstep: Class 35 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157143408.000000 Penalty: 124097.632812
Iteration 87Q: 36 clusters Score -1.571434e+08 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 15681 members 
Mstep: Class 3 contains 6815 members 
Mstep: Class 4 contains 5881 members 
Mstep: Class 5 contains 278450 members 
Mstep: Class 6 contains 9806 members 
Mstep: Class 7 contains 208523 members 
Mstep: Class 8 contains 8530 members 
Mstep: Class 9 contains 7348 members 
Mstep: Class 10 contains 153727 members 
Mstep: Class 11 contains 24694 members 
Mstep: Class 12 contains 176447 members 
Mstep: Class 13 contains 17006 members 
Mstep: Class 14 contains 26700 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 69737 members 
Mstep: Class 17 contains 2005 members 
Mstep: Class 18 contains 28455 members 
Mstep: Class 19 contains 24236 members 
Mstep: Class 20 contains 16304 members 
Mstep: Class 21 contains 41906 members 
Mstep: Class 22 contains 2310 members 
Mstep: Class 23 contains 4115 members 
Mstep: Class 24 contains 18384 members 
Mstep: Class 25 contains 72690 members 
Mstep: Class 26 contains 16552 members 
Mstep: Class 27 contains 261094 members 
Mstep: Class 28 contains 9571 members 
Mstep: Class 29 contains 12289 members 
Mstep: Class 30 contains 16072 members 
Mstep: Class 31 contains 4345 members 
Mstep: Class 32 contains 42892 members 
Mstep: Class 33 contains 8323 members 
Mstep: Class 34 contains 3457 members 
Mstep: Class 35 contains 4408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157144560.000000 Penalty: 124097.632812
Iteration 88Q: 36 clusters Score -1.571446e+08 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 15669 members 
Mstep: Class 3 contains 6798 members 
Mstep: Class 4 contains 5880 members 
Mstep: Class 5 contains 278447 members 
Mstep: Class 6 contains 9819 members 
Mstep: Class 7 contains 208568 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 154272 members 
Mstep: Class 11 contains 24667 members 
Mstep: Class 12 contains 179930 members 
Mstep: Class 13 contains 16990 members 
Mstep: Class 14 contains 26604 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 69608 members 
Mstep: Class 17 contains 2005 members 
Mstep: Class 18 contains 28447 members 
Mstep: Class 19 contains 24385 members 
Mstep: Class 20 contains 16390 members 
Mstep: Class 21 contains 41944 members 
Mstep: Class 22 contains 2314 members 
Mstep: Class 23 contains 4110 members 
Mstep: Class 24 contains 18377 members 
Mstep: Class 25 contains 72668 members 
Mstep: Class 26 contains 16452 members 
Mstep: Class 27 contains 256907 members 
Mstep: Class 28 contains 9574 members 
Mstep: Class 29 contains 12287 members 
Mstep: Class 30 contains 16081 members 
Mstep: Class 31 contains 4345 members 
Mstep: Class 32 contains 42975 members 
Mstep: Class 33 contains 8352 members 
Mstep: Class 34 contains 3548 members 
Mstep: Class 35 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157144816.000000 Penalty: 124097.632812
Iteration 89Q: 36 clusters Score -1.571448e+08 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 15652 members 
Mstep: Class 3 contains 6784 members 
Mstep: Class 4 contains 5883 members 
Mstep: Class 5 contains 278454 members 
Mstep: Class 6 contains 9831 members 
Mstep: Class 7 contains 208581 members 
Mstep: Class 8 contains 8527 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 154829 members 
Mstep: Class 11 contains 24651 members 
Mstep: Class 12 contains 183226 members 
Mstep: Class 13 contains 16969 members 
Mstep: Class 14 contains 26524 members 
Mstep: Class 15 contains 6960 members 
Mstep: Class 16 contains 69455 members 
Mstep: Class 17 contains 2005 members 
Mstep: Class 18 contains 28431 members 
Mstep: Class 19 contains 24539 members 
Mstep: Class 20 contains 16461 members 
Mstep: Class 21 contains 41996 members 
Mstep: Class 22 contains 2316 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 18362 members 
Mstep: Class 25 contains 72626 members 
Mstep: Class 26 contains 16363 members 
Mstep: Class 27 contains 252998 members 
Mstep: Class 28 contains 9575 members 
Mstep: Class 29 contains 12275 members 
Mstep: Class 30 contains 16086 members 
Mstep: Class 31 contains 4345 members 
Mstep: Class 32 contains 43042 members 
Mstep: Class 33 contains 8385 members 
Mstep: Class 34 contains 3623 members 
Mstep: Class 35 contains 4453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145552.000000 Penalty: 124097.632812
Iteration 90Q: 36 clusters Score -1.571456e+08 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 15643 members 
Mstep: Class 3 contains 6770 members 
Mstep: Class 4 contains 5886 members 
Mstep: Class 5 contains 278496 members 
Mstep: Class 6 contains 9841 members 
Mstep: Class 7 contains 208566 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 7333 members 
Mstep: Class 10 contains 155377 members 
Mstep: Class 11 contains 24637 members 
Mstep: Class 12 contains 186402 members 
Mstep: Class 13 contains 16949 members 
Mstep: Class 14 contains 26451 members 
Mstep: Class 15 contains 7014 members 
Mstep: Class 16 contains 69324 members 
Mstep: Class 17 contains 2004 members 
Mstep: Class 18 contains 28400 members 
Mstep: Class 19 contains 24685 members 
Mstep: Class 20 contains 16519 members 
Mstep: Class 21 contains 42041 members 
Mstep: Class 22 contains 2320 members 
Mstep: Class 23 contains 4091 members 
Mstep: Class 24 contains 18357 members 
Mstep: Class 25 contains 72602 members 
Mstep: Class 26 contains 16278 members 
Mstep: Class 27 contains 249210 members 
Mstep: Class 28 contains 9581 members 
Mstep: Class 29 contains 12276 members 
Mstep: Class 30 contains 16087 members 
Mstep: Class 31 contains 4345 members 
Mstep: Class 32 contains 43078 members 
Mstep: Class 33 contains 8425 members 
Mstep: Class 34 contains 3697 members 
Mstep: Class 35 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157146688.000000 Penalty: 124097.632812
Iteration 91Q: 36 clusters Score -1.571467e+08 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 15626 members 
Mstep: Class 3 contains 6760 members 
Mstep: Class 4 contains 5888 members 
Mstep: Class 5 contains 278533 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 208536 members 
Mstep: Class 8 contains 8526 members 
Mstep: Class 9 contains 7321 members 
Mstep: Class 10 contains 155968 members 
Mstep: Class 11 contains 24616 members 
Mstep: Class 12 contains 189374 members 
Mstep: Class 13 contains 16944 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 7061 members 
Mstep: Class 16 contains 69190 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 28377 members 
Mstep: Class 19 contains 24838 members 
Mstep: Class 20 contains 16589 members 
Mstep: Class 21 contains 42067 members 
Mstep: Class 22 contains 2325 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 18346 members 
Mstep: Class 25 contains 72548 members 
Mstep: Class 26 contains 16192 members 
Mstep: Class 27 contains 245636 members 
Mstep: Class 28 contains 9584 members 
Mstep: Class 29 contains 12281 members 
Mstep: Class 30 contains 16093 members 
Mstep: Class 31 contains 4345 members 
Mstep: Class 32 contains 43131 members 
Mstep: Class 33 contains 8467 members 
Mstep: Class 34 contains 3763 members 
Mstep: Class 35 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147472.000000 Penalty: 124097.632812
Iteration 92Q: 36 clusters Score -1.571475e+08 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 15618 members 
Mstep: Class 3 contains 6749 members 
Mstep: Class 4 contains 5891 members 
Mstep: Class 5 contains 278562 members 
Mstep: Class 6 contains 9866 members 
Mstep: Class 7 contains 208550 members 
Mstep: Class 8 contains 8523 members 
Mstep: Class 9 contains 7317 members 
Mstep: Class 10 contains 156537 members 
Mstep: Class 11 contains 24603 members 
Mstep: Class 12 contains 192112 members 
Mstep: Class 13 contains 16933 members 
Mstep: Class 14 contains 26300 members 
Mstep: Class 15 contains 7098 members 
Mstep: Class 16 contains 69064 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 28365 members 
Mstep: Class 19 contains 25030 members 
Mstep: Class 20 contains 16662 members 
Mstep: Class 21 contains 42099 members 
Mstep: Class 22 contains 2329 members 
Mstep: Class 23 contains 4074 members 
Mstep: Class 24 contains 18333 members 
Mstep: Class 25 contains 72497 members 
Mstep: Class 26 contains 16111 members 
Mstep: Class 27 contains 242219 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12284 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 4345 members 
Mstep: Class 32 contains 43190 members 
Mstep: Class 33 contains 8493 members 
Mstep: Class 34 contains 3815 members 
Mstep: Class 35 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147712.000000 Penalty: 124097.632812
Iteration 93Q: 36 clusters Score -1.571477e+08 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 15612 members 
Mstep: Class 3 contains 6742 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 278601 members 
Mstep: Class 6 contains 9869 members 
Mstep: Class 7 contains 208509 members 
Mstep: Class 8 contains 8515 members 
Mstep: Class 9 contains 7312 members 
Mstep: Class 10 contains 157102 members 
Mstep: Class 11 contains 24585 members 
Mstep: Class 12 contains 194756 members 
Mstep: Class 13 contains 16921 members 
Mstep: Class 14 contains 26238 members 
Mstep: Class 15 contains 7129 members 
Mstep: Class 16 contains 68916 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 28367 members 
Mstep: Class 19 contains 25179 members 
Mstep: Class 20 contains 16731 members 
Mstep: Class 21 contains 42136 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 4063 members 
Mstep: Class 24 contains 18326 members 
Mstep: Class 25 contains 72461 members 
Mstep: Class 26 contains 16030 members 
Mstep: Class 27 contains 238999 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12289 members 
Mstep: Class 30 contains 16105 members 
Mstep: Class 31 contains 4345 members 
Mstep: Class 32 contains 43256 members 
Mstep: Class 33 contains 8511 members 
Mstep: Class 34 contains 3868 members 
Mstep: Class 35 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147696.000000 Penalty: 124097.632812
Iteration 94Q: 36 clusters Score -1.571477e+08 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 15607 members 
Mstep: Class 3 contains 6732 members 
Mstep: Class 4 contains 5894 members 
Mstep: Class 5 contains 278682 members 
Mstep: Class 6 contains 9875 members 
Mstep: Class 7 contains 208536 members 
Mstep: Class 8 contains 8509 members 
Mstep: Class 9 contains 7312 members 
Mstep: Class 10 contains 157669 members 
Mstep: Class 11 contains 24568 members 
Mstep: Class 12 contains 197308 members 
Mstep: Class 13 contains 16911 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 7159 members 
Mstep: Class 16 contains 68785 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 25304 members 
Mstep: Class 20 contains 16783 members 
Mstep: Class 21 contains 42137 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 4056 members 
Mstep: Class 24 contains 18312 members 
Mstep: Class 25 contains 72397 members 
Mstep: Class 26 contains 15957 members 
Mstep: Class 27 contains 235844 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12294 members 
Mstep: Class 30 contains 16103 members 
Mstep: Class 31 contains 4345 members 
Mstep: Class 32 contains 43305 members 
Mstep: Class 33 contains 8532 members 
Mstep: Class 34 contains 3924 members 
Mstep: Class 35 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148560.000000 Penalty: 124097.632812
Iteration 95Q: 36 clusters Score -1.571486e+08 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 15601 members 
Mstep: Class 3 contains 6720 members 
Mstep: Class 4 contains 5888 members 
Mstep: Class 5 contains 278745 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 208561 members 
Mstep: Class 8 contains 8504 members 
Mstep: Class 9 contains 7310 members 
Mstep: Class 10 contains 158190 members 
Mstep: Class 11 contains 24557 members 
Mstep: Class 12 contains 199715 members 
Mstep: Class 13 contains 16903 members 
Mstep: Class 14 contains 26084 members 
Mstep: Class 15 contains 7179 members 
Mstep: Class 16 contains 68631 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 25403 members 
Mstep: Class 20 contains 16841 members 
Mstep: Class 21 contains 42143 members 
Mstep: Class 22 contains 2337 members 
Mstep: Class 23 contains 4041 members 
Mstep: Class 24 contains 18299 members 
Mstep: Class 25 contains 72337 members 
Mstep: Class 26 contains 15911 members 
Mstep: Class 27 contains 232943 members 
Mstep: Class 28 contains 9589 members 
Mstep: Class 29 contains 12298 members 
Mstep: Class 30 contains 16109 members 
Mstep: Class 31 contains 4345 members 
Mstep: Class 32 contains 43336 members 
Mstep: Class 33 contains 8557 members 
Mstep: Class 34 contains 3979 members 
Mstep: Class 35 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148736.000000 Penalty: 124097.632812
Iteration 96Q: 36 clusters Score -1.571487e+08 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 15590 members 
Mstep: Class 3 contains 6713 members 
Mstep: Class 4 contains 5881 members 
Mstep: Class 5 contains 278803 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 208615 members 
Mstep: Class 8 contains 8498 members 
Mstep: Class 9 contains 7313 members 
Mstep: Class 10 contains 158696 members 
Mstep: Class 11 contains 24551 members 
Mstep: Class 12 contains 201924 members 
Mstep: Class 13 contains 16892 members 
Mstep: Class 14 contains 25997 members 
Mstep: Class 15 contains 7201 members 
Mstep: Class 16 contains 68470 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 25507 members 
Mstep: Class 20 contains 16876 members 
Mstep: Class 21 contains 42160 members 
Mstep: Class 22 contains 2340 members 
Mstep: Class 23 contains 4033 members 
Mstep: Class 24 contains 18280 members 
Mstep: Class 25 contains 72290 members 
Mstep: Class 26 contains 15858 members 
Mstep: Class 27 contains 230263 members 
Mstep: Class 28 contains 9591 members 
Mstep: Class 29 contains 12288 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 4345 members 
Mstep: Class 32 contains 43353 members 
Mstep: Class 33 contains 8602 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148752.000000 Penalty: 124097.632812
Iteration 97Q: 36 clusters Score -1.571488e+08 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 15575 members 
Mstep: Class 3 contains 6706 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 278875 members 
Mstep: Class 6 contains 9895 members 
Mstep: Class 7 contains 208652 members 
Mstep: Class 8 contains 8491 members 
Mstep: Class 9 contains 7316 members 
Mstep: Class 10 contains 159183 members 
Mstep: Class 11 contains 24538 members 
Mstep: Class 12 contains 204010 members 
Mstep: Class 13 contains 16894 members 
Mstep: Class 14 contains 25916 members 
Mstep: Class 15 contains 7221 members 
Mstep: Class 16 contains 68318 members 
Mstep: Class 17 contains 2000 members 
Mstep: Class 18 contains 28330 members 
Mstep: Class 19 contains 25596 members 
Mstep: Class 20 contains 16914 members 
Mstep: Class 21 contains 42177 members 
Mstep: Class 22 contains 2343 members 
Mstep: Class 23 contains 4018 members 
Mstep: Class 24 contains 18268 members 
Mstep: Class 25 contains 72230 members 
Mstep: Class 26 contains 15818 members 
Mstep: Class 27 contains 227714 members 
Mstep: Class 28 contains 9593 members 
Mstep: Class 29 contains 12288 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 4346 members 
Mstep: Class 32 contains 43386 members 
Mstep: Class 33 contains 8644 members 
Mstep: Class 34 contains 4096 members 
Mstep: Class 35 contains 4478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148544.000000 Penalty: 124097.632812
Iteration 98Q: 36 clusters Score -1.571485e+08 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 15572 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 5867 members 
Mstep: Class 5 contains 278950 members 
Mstep: Class 6 contains 9899 members 
Mstep: Class 7 contains 208744 members 
Mstep: Class 8 contains 8485 members 
Mstep: Class 9 contains 7316 members 
Mstep: Class 10 contains 159613 members 
Mstep: Class 11 contains 24519 members 
Mstep: Class 12 contains 205935 members 
Mstep: Class 13 contains 16896 members 
Mstep: Class 14 contains 25845 members 
Mstep: Class 15 contains 7245 members 
Mstep: Class 16 contains 68195 members 
Mstep: Class 17 contains 2000 members 
Mstep: Class 18 contains 28290 members 
Mstep: Class 19 contains 25689 members 
Mstep: Class 20 contains 16955 members 
Mstep: Class 21 contains 42182 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 4008 members 
Mstep: Class 24 contains 18248 members 
Mstep: Class 25 contains 72148 members 
Mstep: Class 26 contains 15787 members 
Mstep: Class 27 contains 225332 members 
Mstep: Class 28 contains 9595 members 
Mstep: Class 29 contains 12291 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 4346 members 
Mstep: Class 32 contains 43401 members 
Mstep: Class 33 contains 8679 members 
Mstep: Class 34 contains 4157 members 
Mstep: Class 35 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148608.000000 Penalty: 124097.632812
Iteration 99Q: 36 clusters Score -1.571486e+08 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 15565 members 
Mstep: Class 3 contains 6697 members 
Mstep: Class 4 contains 5870 members 
Mstep: Class 5 contains 279004 members 
Mstep: Class 6 contains 9907 members 
Mstep: Class 7 contains 208832 members 
Mstep: Class 8 contains 8482 members 
Mstep: Class 9 contains 7318 members 
Mstep: Class 10 contains 159995 members 
Mstep: Class 11 contains 24501 members 
Mstep: Class 12 contains 207715 members 
Mstep: Class 13 contains 16895 members 
Mstep: Class 14 contains 25797 members 
Mstep: Class 15 contains 7263 members 
Mstep: Class 16 contains 68071 members 
Mstep: Class 17 contains 2000 members 
Mstep: Class 18 contains 28255 members 
Mstep: Class 19 contains 25751 members 
Mstep: Class 20 contains 16982 members 
Mstep: Class 21 contains 42203 members 
Mstep: Class 22 contains 2344 members 
Mstep: Class 23 contains 4004 members 
Mstep: Class 24 contains 18229 members 
Mstep: Class 25 contains 72091 members 
Mstep: Class 26 contains 15759 members 
Mstep: Class 27 contains 223141 members 
Mstep: Class 28 contains 9596 members 
Mstep: Class 29 contains 12293 members 
Mstep: Class 30 contains 16109 members 
Mstep: Class 31 contains 4346 members 
Mstep: Class 32 contains 43447 members 
Mstep: Class 33 contains 8707 members 
Mstep: Class 34 contains 4195 members 
Mstep: Class 35 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148800.000000 Penalty: 124097.632812
Iteration 100F: 36 clusters Score -1.571488e+08 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 15556 members 
Mstep: Class 3 contains 6692 members 
Mstep: Class 4 contains 5873 members 
Mstep: Class 5 contains 279064 members 
Mstep: Class 6 contains 9911 members 
Mstep: Class 7 contains 208920 members 
Mstep: Class 8 contains 8477 members 
Mstep: Class 9 contains 7316 members 
Mstep: Class 10 contains 160422 members 
Mstep: Class 11 contains 24479 members 
Mstep: Class 12 contains 209360 members 
Mstep: Class 13 contains 16889 members 
Mstep: Class 14 contains 25737 members 
Mstep: Class 15 contains 7280 members 
Mstep: Class 16 contains 67970 members 
Mstep: Class 17 contains 2000 members 
Mstep: Class 18 contains 28240 members 
Mstep: Class 19 contains 25803 members 
Mstep: Class 20 contains 17003 members 
Mstep: Class 21 contains 42213 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 4009 members 
Mstep: Class 24 contains 18215 members 
Mstep: Class 25 contains 72000 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 221088 members 
Mstep: Class 28 contains 9593 members 
Mstep: Class 29 contains 12292 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 4346 members 
Mstep: Class 32 contains 43487 members 
Mstep: Class 33 contains 8733 members 
Mstep: Class 34 contains 4233 members 
Mstep: Class 35 contains 4454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148864.000000 Penalty: 124097.632812
Iteration 101Q: 36 clusters Score -1.571489e+08 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 15548 members 
Mstep: Class 3 contains 6693 members 
Mstep: Class 4 contains 5884 members 
Mstep: Class 5 contains 279134 members 
Mstep: Class 6 contains 9922 members 
Mstep: Class 7 contains 209015 members 
Mstep: Class 8 contains 8474 members 
Mstep: Class 9 contains 7313 members 
Mstep: Class 10 contains 160777 members 
Mstep: Class 11 contains 24472 members 
Mstep: Class 12 contains 210914 members 
Mstep: Class 13 contains 16886 members 
Mstep: Class 14 contains 25694 members 
Mstep: Class 15 contains 7289 members 
Mstep: Class 16 contains 67870 members 
Mstep: Class 17 contains 2000 members 
Mstep: Class 18 contains 28225 members 
Mstep: Class 19 contains 25848 members 
Mstep: Class 20 contains 17037 members 
Mstep: Class 21 contains 42228 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 4010 members 
Mstep: Class 24 contains 18205 members 
Mstep: Class 25 contains 71930 members 
Mstep: Class 26 contains 15694 members 
Mstep: Class 27 contains 219126 members 
Mstep: Class 28 contains 9593 members 
Mstep: Class 29 contains 12293 members 
Mstep: Class 30 contains 16109 members 
Mstep: Class 31 contains 4346 members 
Mstep: Class 32 contains 43513 members 
Mstep: Class 33 contains 8759 members 
Mstep: Class 34 contains 4269 members 
Mstep: Class 35 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149136.000000 Penalty: 124097.632812
Iteration 102Q: 36 clusters Score -1.571491e+08 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 15549 members 
Mstep: Class 3 contains 6690 members 
Mstep: Class 4 contains 5889 members 
Mstep: Class 5 contains 279196 members 
Mstep: Class 6 contains 9935 members 
Mstep: Class 7 contains 209106 members 
Mstep: Class 8 contains 8470 members 
Mstep: Class 9 contains 7312 members 
Mstep: Class 10 contains 161093 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 212379 members 
Mstep: Class 13 contains 16882 members 
Mstep: Class 14 contains 25660 members 
Mstep: Class 15 contains 7303 members 
Mstep: Class 16 contains 67771 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 28215 members 
Mstep: Class 19 contains 25880 members 
Mstep: Class 20 contains 17061 members 
Mstep: Class 21 contains 42227 members 
Mstep: Class 22 contains 2350 members 
Mstep: Class 23 contains 4011 members 
Mstep: Class 24 contains 18192 members 
Mstep: Class 25 contains 71853 members 
Mstep: Class 26 contains 15663 members 
Mstep: Class 27 contains 217321 members 
Mstep: Class 28 contains 9594 members 
Mstep: Class 29 contains 12288 members 
Mstep: Class 30 contains 16109 members 
Mstep: Class 31 contains 4346 members 
Mstep: Class 32 contains 43555 members 
Mstep: Class 33 contains 8786 members 
Mstep: Class 34 contains 4297 members 
Mstep: Class 35 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149152.000000 Penalty: 124097.632812
Iteration 103Q: 36 clusters Score -1.571492e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 15547 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 5894 members 
Mstep: Class 5 contains 279266 members 
Mstep: Class 6 contains 9947 members 
Mstep: Class 7 contains 209197 members 
Mstep: Class 8 contains 8468 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 161413 members 
Mstep: Class 11 contains 24461 members 
Mstep: Class 12 contains 213703 members 
Mstep: Class 13 contains 16882 members 
Mstep: Class 14 contains 25627 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 67694 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 28198 members 
Mstep: Class 19 contains 25889 members 
Mstep: Class 20 contains 17098 members 
Mstep: Class 21 contains 42228 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 4006 members 
Mstep: Class 24 contains 18177 members 
Mstep: Class 25 contains 71787 members 
Mstep: Class 26 contains 15634 members 
Mstep: Class 27 contains 215618 members 
Mstep: Class 28 contains 9593 members 
Mstep: Class 29 contains 12288 members 
Mstep: Class 30 contains 16112 members 
Mstep: Class 31 contains 4345 members 
Mstep: Class 32 contains 43591 members 
Mstep: Class 33 contains 8812 members 
Mstep: Class 34 contains 4329 members 
Mstep: Class 35 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149488.000000 Penalty: 124097.632812
Iteration 104Q: 36 clusters Score -1.571495e+08 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 15539 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 4 contains 5897 members 
Mstep: Class 5 contains 279322 members 
Mstep: Class 6 contains 9961 members 
Mstep: Class 7 contains 209261 members 
Mstep: Class 8 contains 8465 members 
Mstep: Class 9 contains 7311 members 
Mstep: Class 10 contains 161702 members 
Mstep: Class 11 contains 24464 members 
Mstep: Class 12 contains 214982 members 
Mstep: Class 13 contains 16885 members 
Mstep: Class 14 contains 25603 members 
Mstep: Class 15 contains 7326 members 
Mstep: Class 16 contains 67602 members 
Mstep: Class 17 contains 2000 members 
Mstep: Class 18 contains 28180 members 
Mstep: Class 19 contains 25913 members 
Mstep: Class 20 contains 17120 members 
Mstep: Class 21 contains 42234 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 4004 members 
Mstep: Class 24 contains 18154 members 
Mstep: Class 25 contains 71746 members 
Mstep: Class 26 contains 15607 members 
Mstep: Class 27 contains 214027 members 
Mstep: Class 28 contains 9594 members 
Mstep: Class 29 contains 12283 members 
Mstep: Class 30 contains 16112 members 
Mstep: Class 31 contains 4345 members 
Mstep: Class 32 contains 43634 members 
Mstep: Class 33 contains 8829 members 
Mstep: Class 34 contains 4353 members 
Mstep: Class 35 contains 4411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149472.000000 Penalty: 124097.632812
Iteration 105Q: 36 clusters Score -1.571495e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 15530 members 
Mstep: Class 3 contains 6677 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 279389 members 
Mstep: Class 6 contains 9974 members 
Mstep: Class 7 contains 209353 members 
Mstep: Class 8 contains 8465 members 
Mstep: Class 9 contains 7314 members 
Mstep: Class 10 contains 162003 members 
Mstep: Class 11 contains 24466 members 
Mstep: Class 12 contains 216118 members 
Mstep: Class 13 contains 16882 members 
Mstep: Class 14 contains 25581 members 
Mstep: Class 15 contains 7334 members 
Mstep: Class 16 contains 67520 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 28168 members 
Mstep: Class 19 contains 25939 members 
Mstep: Class 20 contains 17133 members 
Mstep: Class 21 contains 42233 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 4001 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 71721 members 
Mstep: Class 26 contains 15574 members 
Mstep: Class 27 contains 212537 members 
Mstep: Class 28 contains 9596 members 
Mstep: Class 29 contains 12282 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 4344 members 
Mstep: Class 32 contains 43657 members 
Mstep: Class 33 contains 8849 members 
Mstep: Class 34 contains 4372 members 
Mstep: Class 35 contains 4399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157149984.000000 Penalty: 124097.632812
Iteration 106Q: 36 clusters Score -1.5715e+08 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 15526 members 
Mstep: Class 3 contains 6675 members 
Mstep: Class 4 contains 5912 members 
Mstep: Class 5 contains 279464 members 
Mstep: Class 6 contains 9988 members 
Mstep: Class 7 contains 209425 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 7316 members 
Mstep: Class 10 contains 162298 members 
Mstep: Class 11 contains 24464 members 
Mstep: Class 12 contains 217133 members 
Mstep: Class 13 contains 16878 members 
Mstep: Class 14 contains 25552 members 
Mstep: Class 15 contains 7337 members 
Mstep: Class 16 contains 67432 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 28157 members 
Mstep: Class 19 contains 25984 members 
Mstep: Class 20 contains 17138 members 
Mstep: Class 21 contains 42242 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 4000 members 
Mstep: Class 24 contains 18116 members 
Mstep: Class 25 contains 71670 members 
Mstep: Class 26 contains 15546 members 
Mstep: Class 27 contains 211194 members 
Mstep: Class 28 contains 9597 members 
Mstep: Class 29 contains 12282 members 
Mstep: Class 30 contains 16112 members 
Mstep: Class 31 contains 4343 members 
Mstep: Class 32 contains 43678 members 
Mstep: Class 33 contains 8867 members 
Mstep: Class 34 contains 4396 members 
Mstep: Class 35 contains 4393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150112.000000 Penalty: 124097.632812
Iteration 107Q: 36 clusters Score -1.571501e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 15520 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 279553 members 
Mstep: Class 6 contains 10006 members 
Mstep: Class 7 contains 209496 members 
Mstep: Class 8 contains 8453 members 
Mstep: Class 9 contains 7309 members 
Mstep: Class 10 contains 162549 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 218121 members 
Mstep: Class 13 contains 16876 members 
Mstep: Class 14 contains 25535 members 
Mstep: Class 15 contains 7346 members 
Mstep: Class 16 contains 67360 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 28144 members 
Mstep: Class 19 contains 25998 members 
Mstep: Class 20 contains 17138 members 
Mstep: Class 21 contains 42238 members 
Mstep: Class 22 contains 2354 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 18100 members 
Mstep: Class 25 contains 71622 members 
Mstep: Class 26 contains 15528 members 
Mstep: Class 27 contains 209922 members 
Mstep: Class 28 contains 9598 members 
Mstep: Class 29 contains 12278 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4343 members 
Mstep: Class 32 contains 43690 members 
Mstep: Class 33 contains 8884 members 
Mstep: Class 34 contains 4425 members 
Mstep: Class 35 contains 4392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150240.000000 Penalty: 124097.632812
Iteration 108Q: 36 clusters Score -1.571502e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 15518 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 5914 members 
Mstep: Class 5 contains 279653 members 
Mstep: Class 6 contains 10023 members 
Mstep: Class 7 contains 209541 members 
Mstep: Class 8 contains 8454 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 162751 members 
Mstep: Class 11 contains 24448 members 
Mstep: Class 12 contains 219008 members 
Mstep: Class 13 contains 16871 members 
Mstep: Class 14 contains 25524 members 
Mstep: Class 15 contains 7356 members 
Mstep: Class 16 contains 67284 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 28131 members 
Mstep: Class 19 contains 26015 members 
Mstep: Class 20 contains 17143 members 
Mstep: Class 21 contains 42249 members 
Mstep: Class 22 contains 2355 members 
Mstep: Class 23 contains 3990 members 
Mstep: Class 24 contains 18085 members 
Mstep: Class 25 contains 71608 members 
Mstep: Class 26 contains 15504 members 
Mstep: Class 27 contains 208756 members 
Mstep: Class 28 contains 9598 members 
Mstep: Class 29 contains 12281 members 
Mstep: Class 30 contains 16115 members 
Mstep: Class 31 contains 4342 members 
Mstep: Class 32 contains 43715 members 
Mstep: Class 33 contains 8902 members 
Mstep: Class 34 contains 4449 members 
Mstep: Class 35 contains 4389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150368.000000 Penalty: 124097.632812
Iteration 109Q: 36 clusters Score -1.571504e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 15515 members 
Mstep: Class 3 contains 6668 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 279727 members 
Mstep: Class 6 contains 10036 members 
Mstep: Class 7 contains 209586 members 
Mstep: Class 8 contains 8454 members 
Mstep: Class 9 contains 7308 members 
Mstep: Class 10 contains 162909 members 
Mstep: Class 11 contains 24440 members 
Mstep: Class 12 contains 219841 members 
Mstep: Class 13 contains 16869 members 
Mstep: Class 14 contains 25504 members 
Mstep: Class 15 contains 7363 members 
Mstep: Class 16 contains 67224 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 28122 members 
Mstep: Class 19 contains 26036 members 
Mstep: Class 20 contains 17165 members 
Mstep: Class 21 contains 42249 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 18069 members 
Mstep: Class 25 contains 71601 members 
Mstep: Class 26 contains 15482 members 
Mstep: Class 27 contains 207698 members 
Mstep: Class 28 contains 9595 members 
Mstep: Class 29 contains 12282 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4343 members 
Mstep: Class 32 contains 43735 members 
Mstep: Class 33 contains 8914 members 
Mstep: Class 34 contains 4477 members 
Mstep: Class 35 contains 4391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150480.000000 Penalty: 124097.632812
Iteration 110Q: 36 clusters Score -1.571505e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 15513 members 
Mstep: Class 3 contains 6667 members 
Mstep: Class 4 contains 5902 members 
Mstep: Class 5 contains 279785 members 
Mstep: Class 6 contains 10050 members 
Mstep: Class 7 contains 209630 members 
Mstep: Class 8 contains 8456 members 
Mstep: Class 9 contains 7312 members 
Mstep: Class 10 contains 163066 members 
Mstep: Class 11 contains 24433 members 
Mstep: Class 12 contains 220611 members 
Mstep: Class 13 contains 16865 members 
Mstep: Class 14 contains 25488 members 
Mstep: Class 15 contains 7375 members 
Mstep: Class 16 contains 67176 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 28111 members 
Mstep: Class 19 contains 26062 members 
Mstep: Class 20 contains 17190 members 
Mstep: Class 21 contains 42247 members 
Mstep: Class 22 contains 2360 members 
Mstep: Class 23 contains 3980 members 
Mstep: Class 24 contains 18049 members 
Mstep: Class 25 contains 71587 members 
Mstep: Class 26 contains 15457 members 
Mstep: Class 27 contains 206695 members 
Mstep: Class 28 contains 9592 members 
Mstep: Class 29 contains 12276 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 4343 members 
Mstep: Class 32 contains 43768 members 
Mstep: Class 33 contains 8925 members 
Mstep: Class 34 contains 4502 members 
Mstep: Class 35 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150528.000000 Penalty: 124097.632812
Iteration 111Q: 36 clusters Score -1.571505e+08 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 15509 members 
Mstep: Class 3 contains 6666 members 
Mstep: Class 4 contains 5906 members 
Mstep: Class 5 contains 279853 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 209639 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 7308 members 
Mstep: Class 10 contains 163201 members 
Mstep: Class 11 contains 24431 members 
Mstep: Class 12 contains 221371 members 
Mstep: Class 13 contains 16865 members 
Mstep: Class 14 contains 25460 members 
Mstep: Class 15 contains 7387 members 
Mstep: Class 16 contains 67125 members 
Mstep: Class 17 contains 2000 members 
Mstep: Class 18 contains 28101 members 
Mstep: Class 19 contains 26071 members 
Mstep: Class 20 contains 17210 members 
Mstep: Class 21 contains 42244 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 3974 members 
Mstep: Class 24 contains 18035 members 
Mstep: Class 25 contains 71550 members 
Mstep: Class 26 contains 15439 members 
Mstep: Class 27 contains 205790 members 
Mstep: Class 28 contains 9597 members 
Mstep: Class 29 contains 12272 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 4343 members 
Mstep: Class 32 contains 43786 members 
Mstep: Class 33 contains 8941 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 4399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150480.000000 Penalty: 124097.632812
Iteration 112Q: 36 clusters Score -1.571505e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 15508 members 
Mstep: Class 3 contains 6665 members 
Mstep: Class 4 contains 5907 members 
Mstep: Class 5 contains 279913 members 
Mstep: Class 6 contains 10079 members 
Mstep: Class 7 contains 209668 members 
Mstep: Class 8 contains 8461 members 
Mstep: Class 9 contains 7308 members 
Mstep: Class 10 contains 163337 members 
Mstep: Class 11 contains 24425 members 
Mstep: Class 12 contains 222002 members 
Mstep: Class 13 contains 16869 members 
Mstep: Class 14 contains 25445 members 
Mstep: Class 15 contains 7398 members 
Mstep: Class 16 contains 67064 members 
Mstep: Class 17 contains 1999 members 
Mstep: Class 18 contains 28106 members 
Mstep: Class 19 contains 26089 members 
Mstep: Class 20 contains 17237 members 
Mstep: Class 21 contains 42243 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 3970 members 
Mstep: Class 24 contains 18016 members 
Mstep: Class 25 contains 71517 members 
Mstep: Class 26 contains 15428 members 
Mstep: Class 27 contains 204958 members 
Mstep: Class 28 contains 9599 members 
Mstep: Class 29 contains 12269 members 
Mstep: Class 30 contains 16108 members 
Mstep: Class 31 contains 4343 members 
Mstep: Class 32 contains 43813 members 
Mstep: Class 33 contains 8947 members 
Mstep: Class 34 contains 4548 members 
Mstep: Class 35 contains 4403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150544.000000 Penalty: 124097.632812
Iteration 113Q: 36 clusters Score -1.571505e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 15507 members 
Mstep: Class 3 contains 6665 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 279975 members 
Mstep: Class 6 contains 10087 members 
Mstep: Class 7 contains 209706 members 
Mstep: Class 8 contains 8460 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 163467 members 
Mstep: Class 11 contains 24414 members 
Mstep: Class 12 contains 222630 members 
Mstep: Class 13 contains 16868 members 
Mstep: Class 14 contains 25427 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 67007 members 
Mstep: Class 17 contains 1999 members 
Mstep: Class 18 contains 28093 members 
Mstep: Class 19 contains 26097 members 
Mstep: Class 20 contains 17268 members 
Mstep: Class 21 contains 42239 members 
Mstep: Class 22 contains 2368 members 
Mstep: Class 23 contains 3967 members 
Mstep: Class 24 contains 18002 members 
Mstep: Class 25 contains 71467 members 
Mstep: Class 26 contains 15421 members 
Mstep: Class 27 contains 204176 members 
Mstep: Class 28 contains 9601 members 
Mstep: Class 29 contains 12263 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 4343 members 
Mstep: Class 32 contains 43834 members 
Mstep: Class 33 contains 8963 members 
Mstep: Class 34 contains 4565 members 
Mstep: Class 35 contains 4403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150160.000000 Penalty: 124097.632812
Iteration 114Q: 36 clusters Score -1.571502e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 15505 members 
Mstep: Class 3 contains 6664 members 
Mstep: Class 4 contains 5919 members 
Mstep: Class 5 contains 280051 members 
Mstep: Class 6 contains 10093 members 
Mstep: Class 7 contains 209716 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 163583 members 
Mstep: Class 11 contains 24411 members 
Mstep: Class 12 contains 223247 members 
Mstep: Class 13 contains 16864 members 
Mstep: Class 14 contains 25418 members 
Mstep: Class 15 contains 7408 members 
Mstep: Class 16 contains 66946 members 
Mstep: Class 17 contains 1999 members 
Mstep: Class 18 contains 28091 members 
Mstep: Class 19 contains 26087 members 
Mstep: Class 20 contains 17284 members 
Mstep: Class 21 contains 42236 members 
Mstep: Class 22 contains 2368 members 
Mstep: Class 23 contains 3968 members 
Mstep: Class 24 contains 17981 members 
Mstep: Class 25 contains 71410 members 
Mstep: Class 26 contains 15411 members 
Mstep: Class 27 contains 203480 members 
Mstep: Class 28 contains 9601 members 
Mstep: Class 29 contains 12262 members 
Mstep: Class 30 contains 16108 members 
Mstep: Class 31 contains 4343 members 
Mstep: Class 32 contains 43840 members 
Mstep: Class 33 contains 8971 members 
Mstep: Class 34 contains 4583 members 
Mstep: Class 35 contains 4408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150224.000000 Penalty: 124097.632812
Iteration 115Q: 36 clusters Score -1.571502e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 15501 members 
Mstep: Class 3 contains 6665 members 
Mstep: Class 4 contains 5925 members 
Mstep: Class 5 contains 280104 members 
Mstep: Class 6 contains 10098 members 
Mstep: Class 7 contains 209757 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 7302 members 
Mstep: Class 10 contains 163676 members 
Mstep: Class 11 contains 24411 members 
Mstep: Class 12 contains 223824 members 
Mstep: Class 13 contains 16863 members 
Mstep: Class 14 contains 25403 members 
Mstep: Class 15 contains 7411 members 
Mstep: Class 16 contains 66896 members 
Mstep: Class 17 contains 1999 members 
Mstep: Class 18 contains 28093 members 
Mstep: Class 19 contains 26083 members 
Mstep: Class 20 contains 17295 members 
Mstep: Class 21 contains 42221 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 3968 members 
Mstep: Class 24 contains 17968 members 
Mstep: Class 25 contains 71361 members 
Mstep: Class 26 contains 15408 members 
Mstep: Class 27 contains 202811 members 
Mstep: Class 28 contains 9601 members 
Mstep: Class 29 contains 12259 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 4343 members 
Mstep: Class 32 contains 43854 members 
Mstep: Class 33 contains 8977 members 
Mstep: Class 34 contains 4604 members 
Mstep: Class 35 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150464.000000 Penalty: 124097.632812
Iteration 116Q: 36 clusters Score -1.571505e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 15497 members 
Mstep: Class 3 contains 6666 members 
Mstep: Class 4 contains 5935 members 
Mstep: Class 5 contains 280166 members 
Mstep: Class 6 contains 10107 members 
Mstep: Class 7 contains 209805 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 7301 members 
Mstep: Class 10 contains 163765 members 
Mstep: Class 11 contains 24406 members 
Mstep: Class 12 contains 224349 members 
Mstep: Class 13 contains 16866 members 
Mstep: Class 14 contains 25382 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 66824 members 
Mstep: Class 17 contains 1999 members 
Mstep: Class 18 contains 28085 members 
Mstep: Class 19 contains 26083 members 
Mstep: Class 20 contains 17307 members 
Mstep: Class 21 contains 42216 members 
Mstep: Class 22 contains 2370 members 
Mstep: Class 23 contains 3963 members 
Mstep: Class 24 contains 17956 members 
Mstep: Class 25 contains 71320 members 
Mstep: Class 26 contains 15403 members 
Mstep: Class 27 contains 202188 members 
Mstep: Class 28 contains 9601 members 
Mstep: Class 29 contains 12253 members 
Mstep: Class 30 contains 16108 members 
Mstep: Class 31 contains 4342 members 
Mstep: Class 32 contains 43872 members 
Mstep: Class 33 contains 8984 members 
Mstep: Class 34 contains 4623 members 
Mstep: Class 35 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150720.000000 Penalty: 124097.632812
Iteration 117Q: 36 clusters Score -1.571507e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 15494 members 
Mstep: Class 3 contains 6665 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 280226 members 
Mstep: Class 6 contains 10115 members 
Mstep: Class 7 contains 209839 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 7302 members 
Mstep: Class 10 contains 163841 members 
Mstep: Class 11 contains 24401 members 
Mstep: Class 12 contains 224846 members 
Mstep: Class 13 contains 16865 members 
Mstep: Class 14 contains 25366 members 
Mstep: Class 15 contains 7418 members 
Mstep: Class 16 contains 66759 members 
Mstep: Class 17 contains 1999 members 
Mstep: Class 18 contains 28069 members 
Mstep: Class 19 contains 26081 members 
Mstep: Class 20 contains 17319 members 
Mstep: Class 21 contains 42221 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 3959 members 
Mstep: Class 24 contains 17946 members 
Mstep: Class 25 contains 71277 members 
Mstep: Class 26 contains 15400 members 
Mstep: Class 27 contains 201613 members 
Mstep: Class 28 contains 9600 members 
Mstep: Class 29 contains 12251 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 4341 members 
Mstep: Class 32 contains 43888 members 
Mstep: Class 33 contains 8998 members 
Mstep: Class 34 contains 4641 members 
Mstep: Class 35 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150640.000000 Penalty: 124097.632812
Iteration 118Q: 36 clusters Score -1.571506e+08 nChanged 1118
Entering ConstructFrom: 
Score: -157150640.000000 Penalty: 124097.632812
Entering ConstructFrom: 
Trying to split cluster 1 (12356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Entering Unmasked Estep 
Score: -1210140.125000 Penalty: 2336.630371
	Iteration 0F: 2 clusters Score -1210140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1200989.750000 Penalty: 4673.260742
	Iteration 0F: 3 clusters Score -1200990 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1203688.375000 Penalty: 4673.260742
	Iteration 1F: 3 clusters Score -1203688 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1204074.750000 Penalty: 4673.260742
	Iteration 2F: 3 clusters Score -1204075 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1204421.625000 Penalty: 4673.260742
	Iteration 3F: 3 clusters Score -1204422 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1204751.125000 Penalty: 4673.260742
	Iteration 4F: 3 clusters Score -1204751 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1205029.750000 Penalty: 4673.260742
	Iteration 5Q: 3 clusters Score -1205030 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1205334.625000 Penalty: 4673.260742
	Iteration 6Q: 3 clusters Score -1205335 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1205636.125000 Penalty: 4673.260742
	Iteration 7Q: 3 clusters Score -1205636 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1205930.875000 Penalty: 4673.260742
	Iteration 8Q: 3 clusters Score -1205931 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1206224.375000 Penalty: 4673.260742
	Iteration 9Q: 3 clusters Score -1206224 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1206495.125000 Penalty: 4673.260742
	Iteration 10Q: 3 clusters Score -1206495 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1206771.875000 Penalty: 4673.260742
	Iteration 11Q: 3 clusters Score -1206772 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1207061.000000 Penalty: 4673.260742
	Iteration 12Q: 3 clusters Score -1207061 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1207283.875000 Penalty: 4673.260742
	Iteration 13Q: 3 clusters Score -1207284 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1207451.750000 Penalty: 4673.260742
	Iteration 14Q: 3 clusters Score -1207452 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1207582.500000 Penalty: 4673.260742
	Iteration 15Q: 3 clusters Score -1207582 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1207692.375000 Penalty: 4673.260742
	Iteration 16Q: 3 clusters Score -1207692 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1207785.125000 Penalty: 4673.260742
	Iteration 17Q: 3 clusters Score -1207785 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1207885.250000 Penalty: 4673.260742
	Iteration 18Q: 3 clusters Score -1207885 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1207955.875000 Penalty: 4673.260742
	Iteration 19Q: 3 clusters Score -1207956 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1208010.500000 Penalty: 4673.260742
	Iteration 20F: 3 clusters Score -1208010 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1208063.375000 Penalty: 4673.260742
	Iteration 21Q: 3 clusters Score -1208063 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1208110.625000 Penalty: 4673.260742
	Iteration 22Q: 3 clusters Score -1208111 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1208162.375000 Penalty: 4673.260742
	Iteration 23Q: 3 clusters Score -1208162 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1208235.125000 Penalty: 4673.260742
	Iteration 24Q: 3 clusters Score -1208235 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1208304.750000 Penalty: 4673.260742
	Iteration 25Q: 3 clusters Score -1208305 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1208388.875000 Penalty: 4673.260742
	Iteration 26Q: 3 clusters Score -1208389 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1208498.250000 Penalty: 4673.260742
	Iteration 27Q: 3 clusters Score -1208498 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1208635.125000 Penalty: 4673.260742
	Iteration 28Q: 3 clusters Score -1208635 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1208801.375000 Penalty: 4673.260742
	Iteration 29Q: 3 clusters Score -1208801 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1209005.375000 Penalty: 4673.260742
	Iteration 30Q: 3 clusters Score -1209005 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1209131.500000 Penalty: 4673.260742
	Iteration 31Q: 3 clusters Score -1209132 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1209225.125000 Penalty: 4673.260742
	Iteration 32Q: 3 clusters Score -1209225 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1209281.375000 Penalty: 4673.260742
	Iteration 33Q: 3 clusters Score -1209281 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1209321.500000 Penalty: 4673.260742
	Iteration 34Q: 3 clusters Score -1209322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1209345.500000 Penalty: 4673.260742
	Iteration 35Q: 3 clusters Score -1209346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1209369.125000 Penalty: 4673.260742
	Iteration 36Q: 3 clusters Score -1209369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1209391.125000 Penalty: 4673.260742
	Iteration 37Q: 3 clusters Score -1209391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1209402.625000 Penalty: 4673.260742
	Iteration 38Q: 3 clusters Score -1209403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1209411.125000 Penalty: 4673.260742
	Iteration 39Q: 3 clusters Score -1209411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1209421.125000 Penalty: 4673.260742
	Iteration 40F: 3 clusters Score -1209421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1209430.125000 Penalty: 4673.260742
	Iteration 41Q: 3 clusters Score -1209430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1209431.125000 Penalty: 4673.260742
	Iteration 42Q: 3 clusters Score -1209431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1209432.625000 Penalty: 4673.260742
	Iteration 43Q: 3 clusters Score -1209433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1209435.625000 Penalty: 4673.260742
	Iteration 44Q: 3 clusters Score -1209436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1209438.875000 Penalty: 4673.260742
	Iteration 45Q: 3 clusters Score -1209439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1209438.500000 Penalty: 4673.260742
	Iteration 46Q: 3 clusters Score -1209438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1209441.250000 Penalty: 4673.260742
	Iteration 47Q: 3 clusters Score -1209441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1209441.625000 Penalty: 4673.260742
	Iteration 48Q: 3 clusters Score -1209442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1209444.500000 Penalty: 4673.260742
	Iteration 49Q: 3 clusters Score -1209444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1209443.250000 Penalty: 4673.260742
	Iteration 50Q: 3 clusters Score -1209443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1209445.250000 Penalty: 4673.260742
	Iteration 51Q: 3 clusters Score -1209445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1209446.000000 Penalty: 4673.260742
	Iteration 52Q: 3 clusters Score -1209446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1209448.625000 Penalty: 4673.260742
	Iteration 53Q: 3 clusters Score -1209449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1209451.375000 Penalty: 4673.260742
	Iteration 54Q: 3 clusters Score -1209451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1209453.000000 Penalty: 4673.260742
	Iteration 55Q: 3 clusters Score -1209453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1209452.125000 Penalty: 4673.260742
	Iteration 56Q: 3 clusters Score -1209452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1209454.875000 Penalty: 4673.260742
	Iteration 57Q: 3 clusters Score -1209455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1209454.750000 Penalty: 4673.260742
	Iteration 58Q: 3 clusters Score -1209455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1209455.875000 Penalty: 4673.260742
	Iteration 59Q: 3 clusters Score -1209456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1209455.625000 Penalty: 4673.260742
	Iteration 60F: 3 clusters Score -1209456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1209456.125000 Penalty: 4673.260742
	Iteration 61Q: 3 clusters Score -1209456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1209456.125000 Penalty: 4673.260742
	Iteration 62F: 3 clusters Score -1209456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Entering Unmasked Estep 
Score: -1567086.625000 Penalty: 2392.643555
	Iteration 0F: 2 clusters Score -1567087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1555926.500000 Penalty: 4785.287109
	Iteration 0F: 3 clusters Score -1555926 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1559490.000000 Penalty: 4785.287109
	Iteration 1F: 3 clusters Score -1559490 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1560001.625000 Penalty: 4785.287109
	Iteration 2F: 3 clusters Score -1560002 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1560474.125000 Penalty: 4785.287109
	Iteration 3F: 3 clusters Score -1560474 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1560915.875000 Penalty: 4785.287109
	Iteration 4F: 3 clusters Score -1560916 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1561305.125000 Penalty: 4785.287109
	Iteration 5Q: 3 clusters Score -1561305 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1561644.375000 Penalty: 4785.287109
	Iteration 6Q: 3 clusters Score -1561644 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1561944.000000 Penalty: 4785.287109
	Iteration 7Q: 3 clusters Score -1561944 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1562211.500000 Penalty: 4785.287109
	Iteration 8Q: 3 clusters Score -1562212 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1562446.500000 Penalty: 4785.287109
	Iteration 9Q: 3 clusters Score -1562446 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1562638.125000 Penalty: 4785.287109
	Iteration 10Q: 3 clusters Score -1562638 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1562794.375000 Penalty: 4785.287109
	Iteration 11Q: 3 clusters Score -1562794 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1562941.250000 Penalty: 4785.287109
	Iteration 12Q: 3 clusters Score -1562941 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1563084.875000 Penalty: 4785.287109
	Iteration 13Q: 3 clusters Score -1563085 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1563194.625000 Penalty: 4785.287109
	Iteration 14Q: 3 clusters Score -1563195 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1563307.750000 Penalty: 4785.287109
	Iteration 15Q: 3 clusters Score -1563308 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1563435.250000 Penalty: 4785.287109
	Iteration 16Q: 3 clusters Score -1563435 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1563542.000000 Penalty: 4785.287109
	Iteration 17Q: 3 clusters Score -1563542 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1563637.750000 Penalty: 4785.287109
	Iteration 18Q: 3 clusters Score -1563638 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1563716.125000 Penalty: 4785.287109
	Iteration 19Q: 3 clusters Score -1563716 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1563797.500000 Penalty: 4785.287109
	Iteration 20F: 3 clusters Score -1563798 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1563866.375000 Penalty: 4785.287109
	Iteration 21Q: 3 clusters Score -1563866 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1563943.500000 Penalty: 4785.287109
	Iteration 22Q: 3 clusters Score -1563944 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1564003.500000 Penalty: 4785.287109
	Iteration 23Q: 3 clusters Score -1564004 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1564055.875000 Penalty: 4785.287109
	Iteration 24Q: 3 clusters Score -1564056 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1564107.250000 Penalty: 4785.287109
	Iteration 25Q: 3 clusters Score -1564107 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1564160.375000 Penalty: 4785.287109
	Iteration 26Q: 3 clusters Score -1564160 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1564208.250000 Penalty: 4785.287109
	Iteration 27Q: 3 clusters Score -1564208 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1564249.625000 Penalty: 4785.287109
	Iteration 28Q: 3 clusters Score -1564250 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1564290.500000 Penalty: 4785.287109
	Iteration 29Q: 3 clusters Score -1564290 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1564330.000000 Penalty: 4785.287109
	Iteration 30Q: 3 clusters Score -1564330 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1564362.000000 Penalty: 4785.287109
	Iteration 31Q: 3 clusters Score -1564362 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1564401.625000 Penalty: 4785.287109
	Iteration 32Q: 3 clusters Score -1564402 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1564440.125000 Penalty: 4785.287109
	Iteration 33Q: 3 clusters Score -1564440 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1564466.250000 Penalty: 4785.287109
	Iteration 34Q: 3 clusters Score -1564466 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1564497.125000 Penalty: 4785.287109
	Iteration 35Q: 3 clusters Score -1564497 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1564516.750000 Penalty: 4785.287109
	Iteration 36Q: 3 clusters Score -1564517 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1564540.500000 Penalty: 4785.287109
	Iteration 37Q: 3 clusters Score -1564540 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1564560.250000 Penalty: 4785.287109
	Iteration 38Q: 3 clusters Score -1564560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1564573.125000 Penalty: 4785.287109
	Iteration 39Q: 3 clusters Score -1564573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1564593.875000 Penalty: 4785.287109
	Iteration 40F: 3 clusters Score -1564594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1564618.500000 Penalty: 4785.287109
	Iteration 41Q: 3 clusters Score -1564618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1564640.875000 Penalty: 4785.287109
	Iteration 42Q: 3 clusters Score -1564641 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1564665.000000 Penalty: 4785.287109
	Iteration 43Q: 3 clusters Score -1564665 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1564685.875000 Penalty: 4785.287109
	Iteration 44Q: 3 clusters Score -1564686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1564701.875000 Penalty: 4785.287109
	Iteration 45Q: 3 clusters Score -1564702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1564724.250000 Penalty: 4785.287109
	Iteration 46Q: 3 clusters Score -1564724 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1564741.125000 Penalty: 4785.287109
	Iteration 47Q: 3 clusters Score -1564741 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1564767.000000 Penalty: 4785.287109
	Iteration 48Q: 3 clusters Score -1564767 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1564797.125000 Penalty: 4785.287109
	Iteration 49Q: 3 clusters Score -1564797 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1564818.000000 Penalty: 4785.287109
	Iteration 50Q: 3 clusters Score -1564818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1564840.375000 Penalty: 4785.287109
	Iteration 51Q: 3 clusters Score -1564840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1564861.250000 Penalty: 4785.287109
	Iteration 52Q: 3 clusters Score -1564861 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1564874.375000 Penalty: 4785.287109
	Iteration 53Q: 3 clusters Score -1564874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1564881.000000 Penalty: 4785.287109
	Iteration 54Q: 3 clusters Score -1564881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1564893.000000 Penalty: 4785.287109
	Iteration 55Q: 3 clusters Score -1564893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1564906.750000 Penalty: 4785.287109
	Iteration 56Q: 3 clusters Score -1564907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1564927.500000 Penalty: 4785.287109
	Iteration 57Q: 3 clusters Score -1564928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1564939.000000 Penalty: 4785.287109
	Iteration 58Q: 3 clusters Score -1564939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1564944.000000 Penalty: 4785.287109
	Iteration 59Q: 3 clusters Score -1564944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1564959.500000 Penalty: 4785.287109
	Iteration 60F: 3 clusters Score -1564960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1564969.750000 Penalty: 4785.287109
	Iteration 61Q: 3 clusters Score -1564970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1564989.625000 Penalty: 4785.287109
	Iteration 62Q: 3 clusters Score -1564990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1565002.000000 Penalty: 4785.287109
	Iteration 63Q: 3 clusters Score -1565002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1565016.250000 Penalty: 4785.287109
	Iteration 64Q: 3 clusters Score -1565016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1565027.875000 Penalty: 4785.287109
	Iteration 65Q: 3 clusters Score -1565028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1565033.625000 Penalty: 4785.287109
	Iteration 66Q: 3 clusters Score -1565034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1565043.375000 Penalty: 4785.287109
	Iteration 67Q: 3 clusters Score -1565043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1565050.250000 Penalty: 4785.287109
	Iteration 68Q: 3 clusters Score -1565050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1565059.000000 Penalty: 4785.287109
	Iteration 69Q: 3 clusters Score -1565059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1565067.125000 Penalty: 4785.287109
	Iteration 70Q: 3 clusters Score -1565067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1565071.625000 Penalty: 4785.287109
	Iteration 71Q: 3 clusters Score -1565072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1565077.000000 Penalty: 4785.287109
	Iteration 72Q: 3 clusters Score -1565077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1565082.375000 Penalty: 4785.287109
	Iteration 73Q: 3 clusters Score -1565082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1565081.625000 Penalty: 4785.287109
	Iteration 74Q: 3 clusters Score -1565082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1565087.375000 Penalty: 4785.287109
	Iteration 75Q: 3 clusters Score -1565087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1565089.000000 Penalty: 4785.287109
	Iteration 76Q: 3 clusters Score -1565089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1565093.750000 Penalty: 4785.287109
	Iteration 77Q: 3 clusters Score -1565094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1565094.875000 Penalty: 4785.287109
	Iteration 78Q: 3 clusters Score -1565095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1565101.375000 Penalty: 4785.287109
	Iteration 79Q: 3 clusters Score -1565101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1565104.625000 Penalty: 4785.287109
	Iteration 80F: 3 clusters Score -1565105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1565106.250000 Penalty: 4785.287109
	Iteration 81Q: 3 clusters Score -1565106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1565108.250000 Penalty: 4785.287109
	Iteration 82Q: 3 clusters Score -1565108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1565114.875000 Penalty: 4785.287109
	Iteration 83Q: 3 clusters Score -1565115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1565114.000000 Penalty: 4785.287109
	Iteration 84Q: 3 clusters Score -1565114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1565117.875000 Penalty: 4785.287109
	Iteration 85Q: 3 clusters Score -1565118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1565118.250000 Penalty: 4785.287109
	Iteration 86Q: 3 clusters Score -1565118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1565119.750000 Penalty: 4785.287109
	Iteration 87Q: 3 clusters Score -1565120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1565123.500000 Penalty: 4785.287109
	Iteration 88Q: 3 clusters Score -1565124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1565122.875000 Penalty: 4785.287109
	Iteration 89Q: 3 clusters Score -1565123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1565128.500000 Penalty: 4785.287109
	Iteration 90Q: 3 clusters Score -1565128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1565128.250000 Penalty: 4785.287109
	Iteration 91Q: 3 clusters Score -1565128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1565128.625000 Penalty: 4785.287109
	Iteration 92Q: 3 clusters Score -1565129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1565128.625000 Penalty: 4785.287109
	Iteration 93F: 3 clusters Score -1565129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Entering Unmasked Estep 
Score: -680035.750000 Penalty: 2183.584229
	Iteration 0F: 2 clusters Score -680035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -674425.000000 Penalty: 4367.168457
	Iteration 0F: 3 clusters Score -674425 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -675863.500000 Penalty: 4367.168457
	Iteration 1F: 3 clusters Score -675863.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -676049.937500 Penalty: 4367.168457
	Iteration 2F: 3 clusters Score -676049.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -676174.312500 Penalty: 4367.168457
	Iteration 3Q: 3 clusters Score -676174.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -676256.812500 Penalty: 4367.168457
	Iteration 4Q: 3 clusters Score -676256.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -676318.625000 Penalty: 4367.168457
	Iteration 5Q: 3 clusters Score -676318.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -676370.437500 Penalty: 4367.168457
	Iteration 6Q: 3 clusters Score -676370.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -676424.250000 Penalty: 4367.168457
	Iteration 7Q: 3 clusters Score -676424.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -676466.187500 Penalty: 4367.168457
	Iteration 8Q: 3 clusters Score -676466.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -676488.187500 Penalty: 4367.168457
	Iteration 9Q: 3 clusters Score -676488.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -676506.125000 Penalty: 4367.168457
	Iteration 10Q: 3 clusters Score -676506.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -676517.562500 Penalty: 4367.168457
	Iteration 11Q: 3 clusters Score -676517.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -676530.312500 Penalty: 4367.168457
	Iteration 12Q: 3 clusters Score -676530.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -676541.625000 Penalty: 4367.168457
	Iteration 13Q: 3 clusters Score -676541.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -676552.250000 Penalty: 4367.168457
	Iteration 14Q: 3 clusters Score -676552.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -676559.875000 Penalty: 4367.168457
	Iteration 15Q: 3 clusters Score -676559.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -676567.125000 Penalty: 4367.168457
	Iteration 16Q: 3 clusters Score -676567.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -676575.750000 Penalty: 4367.168457
	Iteration 17Q: 3 clusters Score -676575.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -676580.875000 Penalty: 4367.168457
	Iteration 18Q: 3 clusters Score -676580.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -676584.125000 Penalty: 4367.168457
	Iteration 19Q: 3 clusters Score -676584.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -676588.062500 Penalty: 4367.168457
	Iteration 20F: 3 clusters Score -676588.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -676592.187500 Penalty: 4367.168457
	Iteration 21Q: 3 clusters Score -676592.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -676595.250000 Penalty: 4367.168457
	Iteration 22Q: 3 clusters Score -676595.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -676599.000000 Penalty: 4367.168457
	Iteration 23Q: 3 clusters Score -676599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -676603.562500 Penalty: 4367.168457
	Iteration 24Q: 3 clusters Score -676603.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -676606.875000 Penalty: 4367.168457
	Iteration 25Q: 3 clusters Score -676606.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -676613.562500 Penalty: 4367.168457
	Iteration 26Q: 3 clusters Score -676613.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -676617.937500 Penalty: 4367.168457
	Iteration 27Q: 3 clusters Score -676617.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -676625.812500 Penalty: 4367.168457
	Iteration 28Q: 3 clusters Score -676625.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -676633.625000 Penalty: 4367.168457
	Iteration 29Q: 3 clusters Score -676633.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -676644.375000 Penalty: 4367.168457
	Iteration 30Q: 3 clusters Score -676644.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -676655.750000 Penalty: 4367.168457
	Iteration 31Q: 3 clusters Score -676655.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -676664.062500 Penalty: 4367.168457
	Iteration 32Q: 3 clusters Score -676664.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -676674.187500 Penalty: 4367.168457
	Iteration 33Q: 3 clusters Score -676674.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -676680.812500 Penalty: 4367.168457
	Iteration 34Q: 3 clusters Score -676680.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -676685.000000 Penalty: 4367.168457
	Iteration 35Q: 3 clusters Score -676685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -676689.500000 Penalty: 4367.168457
	Iteration 36Q: 3 clusters Score -676689.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -676698.000000 Penalty: 4367.168457
	Iteration 37Q: 3 clusters Score -676698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -676701.562500 Penalty: 4367.168457
	Iteration 38Q: 3 clusters Score -676701.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -676707.375000 Penalty: 4367.168457
	Iteration 39Q: 3 clusters Score -676707.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -676713.000000 Penalty: 4367.168457
	Iteration 40F: 3 clusters Score -676713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -676716.937500 Penalty: 4367.168457
	Iteration 41Q: 3 clusters Score -676716.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -676718.812500 Penalty: 4367.168457
	Iteration 42Q: 3 clusters Score -676718.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -676721.437500 Penalty: 4367.168457
	Iteration 43Q: 3 clusters Score -676721.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -676724.937500 Penalty: 4367.168457
	Iteration 44Q: 3 clusters Score -676724.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -676727.187500 Penalty: 4367.168457
	Iteration 45Q: 3 clusters Score -676727.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -676729.812500 Penalty: 4367.168457
	Iteration 46Q: 3 clusters Score -676729.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -676736.187500 Penalty: 4367.168457
	Iteration 47Q: 3 clusters Score -676736.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -676740.187500 Penalty: 4367.168457
	Iteration 48Q: 3 clusters Score -676740.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -676745.187500 Penalty: 4367.168457
	Iteration 49Q: 3 clusters Score -676745.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -676747.500000 Penalty: 4367.168457
	Iteration 50Q: 3 clusters Score -676747.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -676751.312500 Penalty: 4367.168457
	Iteration 51Q: 3 clusters Score -676751.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -676754.750000 Penalty: 4367.168457
	Iteration 52Q: 3 clusters Score -676754.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -676758.375000 Penalty: 4367.168457
	Iteration 53Q: 3 clusters Score -676758.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -676759.875000 Penalty: 4367.168457
	Iteration 54Q: 3 clusters Score -676759.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -676763.500000 Penalty: 4367.168457
	Iteration 55Q: 3 clusters Score -676763.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -676766.000000 Penalty: 4367.168457
	Iteration 56Q: 3 clusters Score -676766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -676771.875000 Penalty: 4367.168457
	Iteration 57Q: 3 clusters Score -676771.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -676774.312500 Penalty: 4367.168457
	Iteration 58Q: 3 clusters Score -676774.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -676781.562500 Penalty: 4367.168457
	Iteration 59Q: 3 clusters Score -676781.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -676784.062500 Penalty: 4367.168457
	Iteration 60F: 3 clusters Score -676784.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -676787.312500 Penalty: 4367.168457
	Iteration 61Q: 3 clusters Score -676787.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -676793.000000 Penalty: 4367.168457
	Iteration 62Q: 3 clusters Score -676793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -676802.437500 Penalty: 4367.168457
	Iteration 63Q: 3 clusters Score -676802.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -676809.562500 Penalty: 4367.168457
	Iteration 64Q: 3 clusters Score -676809.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -676814.812500 Penalty: 4367.168457
	Iteration 65Q: 3 clusters Score -676814.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -676818.125000 Penalty: 4367.168457
	Iteration 66Q: 3 clusters Score -676818.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -676821.937500 Penalty: 4367.168457
	Iteration 67Q: 3 clusters Score -676821.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -676826.000000 Penalty: 4367.168457
	Iteration 68Q: 3 clusters Score -676826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -676830.687500 Penalty: 4367.168457
	Iteration 69Q: 3 clusters Score -676830.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -676839.250000 Penalty: 4367.168457
	Iteration 70Q: 3 clusters Score -676839.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -676846.750000 Penalty: 4367.168457
	Iteration 71Q: 3 clusters Score -676846.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -676857.937500 Penalty: 4367.168457
	Iteration 72Q: 3 clusters Score -676857.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -676871.750000 Penalty: 4367.168457
	Iteration 73Q: 3 clusters Score -676871.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -676886.250000 Penalty: 4367.168457
	Iteration 74Q: 3 clusters Score -676886.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -676904.125000 Penalty: 4367.168457
	Iteration 75Q: 3 clusters Score -676904.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -676933.500000 Penalty: 4367.168457
	Iteration 76Q: 3 clusters Score -676933.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -676964.062500 Penalty: 4367.168457
	Iteration 77Q: 3 clusters Score -676964.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -676997.375000 Penalty: 4367.168457
	Iteration 78Q: 3 clusters Score -676997.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -677029.187500 Penalty: 4367.168457
	Iteration 79Q: 3 clusters Score -677029.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -677061.187500 Penalty: 4367.168457
	Iteration 80F: 3 clusters Score -677061.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -677096.937500 Penalty: 4367.168457
	Iteration 81Q: 3 clusters Score -677096.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -677126.437500 Penalty: 4367.168457
	Iteration 82Q: 3 clusters Score -677126.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -677160.875000 Penalty: 4367.168457
	Iteration 83Q: 3 clusters Score -677160.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -677196.312500 Penalty: 4367.168457
	Iteration 84Q: 3 clusters Score -677196.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -677236.500000 Penalty: 4367.168457
	Iteration 85Q: 3 clusters Score -677236.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -677283.875000 Penalty: 4367.168457
	Iteration 86Q: 3 clusters Score -677283.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -677327.000000 Penalty: 4367.168457
	Iteration 87Q: 3 clusters Score -677327 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -677375.187500 Penalty: 4367.168457
	Iteration 88Q: 3 clusters Score -677375.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -677425.625000 Penalty: 4367.168457
	Iteration 89Q: 3 clusters Score -677425.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -677473.625000 Penalty: 4367.168457
	Iteration 90Q: 3 clusters Score -677473.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -677521.875000 Penalty: 4367.168457
	Iteration 91Q: 3 clusters Score -677521.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -677559.187500 Penalty: 4367.168457
	Iteration 92Q: 3 clusters Score -677559.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -677595.000000 Penalty: 4367.168457
	Iteration 93Q: 3 clusters Score -677595 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -677629.312500 Penalty: 4367.168457
	Iteration 94Q: 3 clusters Score -677629.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -677654.062500 Penalty: 4367.168457
	Iteration 95Q: 3 clusters Score -677654.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -677682.937500 Penalty: 4367.168457
	Iteration 96Q: 3 clusters Score -677682.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -677707.187500 Penalty: 4367.168457
	Iteration 97Q: 3 clusters Score -677707.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -677723.437500 Penalty: 4367.168457
	Iteration 98Q: 3 clusters Score -677723.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -677740.625000 Penalty: 4367.168457
	Iteration 99Q: 3 clusters Score -677740.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -677761.875000 Penalty: 4367.168457
	Iteration 100F: 3 clusters Score -677761.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -677782.562500 Penalty: 4367.168457
	Iteration 101Q: 3 clusters Score -677782.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -677800.250000 Penalty: 4367.168457
	Iteration 102Q: 3 clusters Score -677800.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -677817.625000 Penalty: 4367.168457
	Iteration 103Q: 3 clusters Score -677817.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -677831.562500 Penalty: 4367.168457
	Iteration 104Q: 3 clusters Score -677831.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -677840.812500 Penalty: 4367.168457
	Iteration 105Q: 3 clusters Score -677840.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -677855.000000 Penalty: 4367.168457
	Iteration 106Q: 3 clusters Score -677855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -677872.187500 Penalty: 4367.168457
	Iteration 107Q: 3 clusters Score -677872.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -677883.875000 Penalty: 4367.168457
	Iteration 108Q: 3 clusters Score -677883.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -677894.250000 Penalty: 4367.168457
	Iteration 109Q: 3 clusters Score -677894.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -677906.750000 Penalty: 4367.168457
	Iteration 110Q: 3 clusters Score -677906.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -677915.937500 Penalty: 4367.168457
	Iteration 111Q: 3 clusters Score -677915.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -677925.687500 Penalty: 4367.168457
	Iteration 112Q: 3 clusters Score -677925.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -677936.062500 Penalty: 4367.168457
	Iteration 113Q: 3 clusters Score -677936.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -677939.562500 Penalty: 4367.168457
	Iteration 114Q: 3 clusters Score -677939.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -677947.062500 Penalty: 4367.168457
	Iteration 115Q: 3 clusters Score -677947.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -677956.312500 Penalty: 4367.168457
	Iteration 116Q: 3 clusters Score -677956.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -677962.625000 Penalty: 4367.168457
	Iteration 117Q: 3 clusters Score -677962.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -677968.937500 Penalty: 4367.168457
	Iteration 118Q: 3 clusters Score -677968.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -677974.062500 Penalty: 4367.168457
	Iteration 119Q: 3 clusters Score -677974.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -677982.812500 Penalty: 4367.168457
	Iteration 120F: 3 clusters Score -677982.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -677987.000000 Penalty: 4367.168457
	Iteration 121Q: 3 clusters Score -677987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -677993.437500 Penalty: 4367.168457
	Iteration 122Q: 3 clusters Score -677993.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -677994.937500 Penalty: 4367.168457
	Iteration 123Q: 3 clusters Score -677994.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -677999.250000 Penalty: 4367.168457
	Iteration 124Q: 3 clusters Score -677999.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -678001.500000 Penalty: 4367.168457
	Iteration 125Q: 3 clusters Score -678001.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -678004.187500 Penalty: 4367.168457
	Iteration 126Q: 3 clusters Score -678004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -678007.750000 Penalty: 4367.168457
	Iteration 127Q: 3 clusters Score -678007.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -678009.000000 Penalty: 4367.168457
	Iteration 128Q: 3 clusters Score -678009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -678013.500000 Penalty: 4367.168457
	Iteration 129Q: 3 clusters Score -678013.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -678016.125000 Penalty: 4367.168457
	Iteration 130Q: 3 clusters Score -678016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -678017.625000 Penalty: 4367.168457
	Iteration 131Q: 3 clusters Score -678017.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -678018.125000 Penalty: 4367.168457
	Iteration 132Q: 3 clusters Score -678018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -678019.812500 Penalty: 4367.168457
	Iteration 133Q: 3 clusters Score -678019.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -678022.625000 Penalty: 4367.168457
	Iteration 134Q: 3 clusters Score -678022.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -678021.750000 Penalty: 4367.168457
	Iteration 135Q: 3 clusters Score -678021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -678025.312500 Penalty: 4367.168457
	Iteration 136Q: 3 clusters Score -678025.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -678026.687500 Penalty: 4367.168457
	Iteration 137Q: 3 clusters Score -678026.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -678026.000000 Penalty: 4367.168457
	Iteration 138Q: 3 clusters Score -678026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -678031.312500 Penalty: 4367.168457
	Iteration 139Q: 3 clusters Score -678031.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -678035.687500 Penalty: 4367.168457
	Iteration 140F: 3 clusters Score -678035.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -678038.000000 Penalty: 4367.168457
	Iteration 141Q: 3 clusters Score -678038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -678038.187500 Penalty: 4367.168457
	Iteration 142Q: 3 clusters Score -678038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -678041.750000 Penalty: 4367.168457
	Iteration 143Q: 3 clusters Score -678041.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -678043.375000 Penalty: 4367.168457
	Iteration 144Q: 3 clusters Score -678043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -678045.812500 Penalty: 4367.168457
	Iteration 145Q: 3 clusters Score -678045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -678047.125000 Penalty: 4367.168457
	Iteration 146Q: 3 clusters Score -678047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -678047.437500 Penalty: 4367.168457
	Iteration 147Q: 3 clusters Score -678047.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -678052.125000 Penalty: 4367.168457
	Iteration 148Q: 3 clusters Score -678052.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -678055.500000 Penalty: 4367.168457
	Iteration 149Q: 3 clusters Score -678055.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -678058.625000 Penalty: 4367.168457
	Iteration 150Q: 3 clusters Score -678058.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -678066.187500 Penalty: 4367.168457
	Iteration 151Q: 3 clusters Score -678066.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -678070.312500 Penalty: 4367.168457
	Iteration 152Q: 3 clusters Score -678070.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -678073.625000 Penalty: 4367.168457
	Iteration 153Q: 3 clusters Score -678073.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -678079.375000 Penalty: 4367.168457
	Iteration 154Q: 3 clusters Score -678079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -678084.562500 Penalty: 4367.168457
	Iteration 155Q: 3 clusters Score -678084.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -678089.875000 Penalty: 4367.168457
	Iteration 156Q: 3 clusters Score -678089.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -678091.500000 Penalty: 4367.168457
	Iteration 157Q: 3 clusters Score -678091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -678096.687500 Penalty: 4367.168457
	Iteration 158Q: 3 clusters Score -678096.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -678100.125000 Penalty: 4367.168457
	Iteration 159Q: 3 clusters Score -678100.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -678103.125000 Penalty: 4367.168457
	Iteration 160F: 3 clusters Score -678103.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -678108.437500 Penalty: 4367.168457
	Iteration 161Q: 3 clusters Score -678108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -678108.625000 Penalty: 4367.168457
	Iteration 162Q: 3 clusters Score -678108.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -678108.625000 Penalty: 4367.168457
	Iteration 163F: 3 clusters Score -678108.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -513257.500000 Penalty: 2155.237549
	Iteration 0F: 2 clusters Score -513257.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -508223.937500 Penalty: 4310.475098
	Iteration 0F: 3 clusters Score -508223.9 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -509621.250000 Penalty: 4310.475098
	Iteration 1F: 3 clusters Score -509621.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -510007.406250 Penalty: 4310.475098
	Iteration 2F: 3 clusters Score -510007.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -510394.218750 Penalty: 4310.475098
	Iteration 3F: 3 clusters Score -510394.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -510764.125000 Penalty: 4310.475098
	Iteration 4F: 3 clusters Score -510764.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -511073.875000 Penalty: 4310.475098
	Iteration 5F: 3 clusters Score -511073.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -511296.375000 Penalty: 4310.475098
	Iteration 6Q: 3 clusters Score -511296.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -511495.156250 Penalty: 4310.475098
	Iteration 7Q: 3 clusters Score -511495.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -511638.468750 Penalty: 4310.475098
	Iteration 8Q: 3 clusters Score -511638.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -511719.000000 Penalty: 4310.475098
	Iteration 9Q: 3 clusters Score -511719 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -511784.812500 Penalty: 4310.475098
	Iteration 10Q: 3 clusters Score -511784.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -511838.843750 Penalty: 4310.475098
	Iteration 11Q: 3 clusters Score -511838.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -511885.375000 Penalty: 4310.475098
	Iteration 12Q: 3 clusters Score -511885.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -511916.375000 Penalty: 4310.475098
	Iteration 13Q: 3 clusters Score -511916.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -511937.187500 Penalty: 4310.475098
	Iteration 14Q: 3 clusters Score -511937.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -511954.125000 Penalty: 4310.475098
	Iteration 15Q: 3 clusters Score -511954.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -511971.812500 Penalty: 4310.475098
	Iteration 16Q: 3 clusters Score -511971.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -511984.500000 Penalty: 4310.475098
	Iteration 17Q: 3 clusters Score -511984.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -511998.625000 Penalty: 4310.475098
	Iteration 18Q: 3 clusters Score -511998.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -512015.281250 Penalty: 4310.475098
	Iteration 19Q: 3 clusters Score -512015.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -512029.937500 Penalty: 4310.475098
	Iteration 20F: 3 clusters Score -512029.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -512038.812500 Penalty: 4310.475098
	Iteration 21Q: 3 clusters Score -512038.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -512051.375000 Penalty: 4310.475098
	Iteration 22Q: 3 clusters Score -512051.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -512063.312500 Penalty: 4310.475098
	Iteration 23Q: 3 clusters Score -512063.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -512071.250000 Penalty: 4310.475098
	Iteration 24Q: 3 clusters Score -512071.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -512084.437500 Penalty: 4310.475098
	Iteration 25Q: 3 clusters Score -512084.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -512093.625000 Penalty: 4310.475098
	Iteration 26Q: 3 clusters Score -512093.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -512101.968750 Penalty: 4310.475098
	Iteration 27Q: 3 clusters Score -512102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -512109.062500 Penalty: 4310.475098
	Iteration 28Q: 3 clusters Score -512109.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -512113.875000 Penalty: 4310.475098
	Iteration 29Q: 3 clusters Score -512113.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -512115.531250 Penalty: 4310.475098
	Iteration 30Q: 3 clusters Score -512115.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -512116.750000 Penalty: 4310.475098
	Iteration 31Q: 3 clusters Score -512116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -512117.187500 Penalty: 4310.475098
	Iteration 32Q: 3 clusters Score -512117.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -512120.000000 Penalty: 4310.475098
	Iteration 33Q: 3 clusters Score -512120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -512121.000000 Penalty: 4310.475098
	Iteration 34Q: 3 clusters Score -512121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -512121.656250 Penalty: 4310.475098
	Iteration 35Q: 3 clusters Score -512121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -512122.031250 Penalty: 4310.475098
	Iteration 36Q: 3 clusters Score -512122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -512122.031250 Penalty: 4310.475098
	Iteration 37F: 3 clusters Score -512122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (280293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280293 members 
Entering Unmasked Estep 
Score: -28071520.000000 Penalty: 3110.810547
	Iteration 0F: 2 clusters Score -2.807152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139755 members 
Mstep: Class 2 contains 140538 members 
Entering Unmasked Estep 
Score: -27892550.000000 Penalty: 6221.621094
	Iteration 0F: 3 clusters Score -2.789255e+07 nChanged 135852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129133 members 
Mstep: Class 2 contains 151160 members 
Entering Unmasked Estep 
Score: -27973764.000000 Penalty: 6221.621094
	Iteration 1F: 3 clusters Score -2.797376e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122549 members 
Mstep: Class 2 contains 157744 members 
Entering Unmasked Estep 
Score: -27975956.000000 Penalty: 6221.621094
	Iteration 2Q: 3 clusters Score -2.797596e+07 nChanged 11282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112329 members 
Mstep: Class 2 contains 167964 members 
Entering Unmasked Estep 
Score: -27980280.000000 Penalty: 6221.621094
	Iteration 3Q: 3 clusters Score -2.798028e+07 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96456 members 
Mstep: Class 2 contains 183837 members 
Entering Unmasked Estep 
Score: -27988306.000000 Penalty: 6221.621094
	Iteration 4F: 3 clusters Score -2.798831e+07 nChanged 22523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74125 members 
Mstep: Class 2 contains 206168 members 
Entering Unmasked Estep 
Score: -28002572.000000 Penalty: 6221.621094
	Iteration 5F: 3 clusters Score -2.800257e+07 nChanged 26443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 232541 members 
Entering Unmasked Estep 
Score: -28023384.000000 Penalty: 6221.621094
	Iteration 6F: 3 clusters Score -2.802338e+07 nChanged 23819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 256336 members 
Entering Unmasked Estep 
Score: -28044868.000000 Penalty: 6221.621094
	Iteration 7F: 3 clusters Score -2.804487e+07 nChanged 14815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 271151 members 
Entering Unmasked Estep 
Score: -28059092.000000 Penalty: 6221.621094
	Iteration 8F: 3 clusters Score -2.805909e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 277378 members 
Entering Unmasked Estep 
Score: -28065476.000000 Penalty: 6221.621094
	Iteration 9Q: 3 clusters Score -2.806548e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 279323 members 
Entering Unmasked Estep 
Score: -28067724.000000 Penalty: 6221.621094
	Iteration 10Q: 3 clusters Score -2.806772e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 279805 members 
Entering Unmasked Estep 
Score: -28068268.000000 Penalty: 6221.621094
	Iteration 11Q: 3 clusters Score -2.806827e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 279927 members 
Entering Unmasked Estep 
Score: -28068470.000000 Penalty: 6221.621094
	Iteration 12Q: 3 clusters Score -2.806847e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 279960 members 
Entering Unmasked Estep 
Score: -28068534.000000 Penalty: 6221.621094
	Iteration 13Q: 3 clusters Score -2.806853e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 279976 members 
Entering Unmasked Estep 
Score: -28068578.000000 Penalty: 6221.621094
	Iteration 14Q: 3 clusters Score -2.806858e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 280000 members 
Entering Unmasked Estep 
Score: -28068616.000000 Penalty: 6221.621094
	Iteration 15Q: 3 clusters Score -2.806862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 280005 members 
Entering Unmasked Estep 
Score: -28068612.000000 Penalty: 6221.621094
	Iteration 16Q: 3 clusters Score -2.806861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 280012 members 
Entering Unmasked Estep 
Score: -28068626.000000 Penalty: 6221.621094
	Iteration 17Q: 3 clusters Score -2.806863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 280018 members 
Entering Unmasked Estep 
Score: -28068634.000000 Penalty: 6221.621094
	Iteration 18Q: 3 clusters Score -2.806863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 280018 members 
Entering Unmasked Estep 
Score: -28068626.000000 Penalty: 6221.621094
	Iteration 19Q: 3 clusters Score -2.806863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 280018 members 
Entering Unmasked Estep 
Score: -28068626.000000 Penalty: 6221.621094
	Iteration 20F: 3 clusters Score -2.806863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Entering Unmasked Estep 
Score: -1007193.562500 Penalty: 2287.245117
	Iteration 0F: 2 clusters Score -1007194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -999470.250000 Penalty: 4574.490234
	Iteration 0F: 3 clusters Score -999470.2 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1001732.562500 Penalty: 4574.490234
	Iteration 1F: 3 clusters Score -1001733 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1002078.750000 Penalty: 4574.490234
	Iteration 2F: 3 clusters Score -1002079 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1002381.500000 Penalty: 4574.490234
	Iteration 3F: 3 clusters Score -1002382 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1002735.937500 Penalty: 4574.490234
	Iteration 4F: 3 clusters Score -1002736 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1003091.562500 Penalty: 4574.490234
	Iteration 5F: 3 clusters Score -1003092 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1003459.937500 Penalty: 4574.490234
	Iteration 6F: 3 clusters Score -1003460 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1003790.062500 Penalty: 4574.490234
	Iteration 7Q: 3 clusters Score -1003790 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1004112.937500 Penalty: 4574.490234
	Iteration 8Q: 3 clusters Score -1004113 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1004401.625000 Penalty: 4574.490234
	Iteration 9Q: 3 clusters Score -1004402 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1004672.125000 Penalty: 4574.490234
	Iteration 10Q: 3 clusters Score -1004672 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1004906.812500 Penalty: 4574.490234
	Iteration 11Q: 3 clusters Score -1004907 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1005058.250000 Penalty: 4574.490234
	Iteration 12Q: 3 clusters Score -1005058 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1005178.937500 Penalty: 4574.490234
	Iteration 13Q: 3 clusters Score -1005179 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1005261.000000 Penalty: 4574.490234
	Iteration 14Q: 3 clusters Score -1005261 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1005296.937500 Penalty: 4574.490234
	Iteration 15Q: 3 clusters Score -1005297 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1005323.687500 Penalty: 4574.490234
	Iteration 16Q: 3 clusters Score -1005324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1005348.562500 Penalty: 4574.490234
	Iteration 17Q: 3 clusters Score -1005349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1005365.812500 Penalty: 4574.490234
	Iteration 18Q: 3 clusters Score -1005366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1005378.687500 Penalty: 4574.490234
	Iteration 19Q: 3 clusters Score -1005379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1005387.500000 Penalty: 4574.490234
	Iteration 20F: 3 clusters Score -1005388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1005389.875000 Penalty: 4574.490234
	Iteration 21Q: 3 clusters Score -1005390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1005393.937500 Penalty: 4574.490234
	Iteration 22Q: 3 clusters Score -1005394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1005398.937500 Penalty: 4574.490234
	Iteration 23Q: 3 clusters Score -1005399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1005402.125000 Penalty: 4574.490234
	Iteration 24Q: 3 clusters Score -1005402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1005402.687500 Penalty: 4574.490234
	Iteration 25Q: 3 clusters Score -1005403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1005404.062500 Penalty: 4574.490234
	Iteration 26Q: 3 clusters Score -1005404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1005404.750000 Penalty: 4574.490234
	Iteration 27Q: 3 clusters Score -1005405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1005404.750000 Penalty: 4574.490234
	Iteration 28F: 3 clusters Score -1005405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (209885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209885 members 
Entering Unmasked Estep 
Score: -21130970.000000 Penalty: 3039.070312
	Iteration 0F: 2 clusters Score -2.113097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105040 members 
Mstep: Class 2 contains 104845 members 
Entering Unmasked Estep 
Score: -20990392.000000 Penalty: 6078.140625
	Iteration 0F: 3 clusters Score -2.099039e+07 nChanged 101105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108677 members 
Mstep: Class 2 contains 101208 members 
Entering Unmasked Estep 
Score: -21048914.000000 Penalty: 6078.140625
	Iteration 1F: 3 clusters Score -2.104891e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110932 members 
Mstep: Class 2 contains 98953 members 
Entering Unmasked Estep 
Score: -21049966.000000 Penalty: 6078.140625
	Iteration 2Q: 3 clusters Score -2.104997e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114424 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -21051490.000000 Penalty: 6078.140625
	Iteration 3Q: 3 clusters Score -2.105149e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119722 members 
Mstep: Class 2 contains 90163 members 
Entering Unmasked Estep 
Score: -21053482.000000 Penalty: 6078.140625
	Iteration 4Q: 3 clusters Score -2.105348e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127769 members 
Mstep: Class 2 contains 82116 members 
Entering Unmasked Estep 
Score: -21057530.000000 Penalty: 6078.140625
	Iteration 5Q: 3 clusters Score -2.105753e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139206 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -21064040.000000 Penalty: 6078.140625
	Iteration 6F: 3 clusters Score -2.106404e+07 nChanged 15304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154374 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -21074794.000000 Penalty: 6078.140625
	Iteration 7F: 3 clusters Score -2.107479e+07 nChanged 18097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172451 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -21091142.000000 Penalty: 6078.140625
	Iteration 8F: 3 clusters Score -2.109114e+07 nChanged 17399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189850 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -21108408.000000 Penalty: 6078.140625
	Iteration 9F: 3 clusters Score -2.110841e+07 nChanged 12144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201994 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -21120856.000000 Penalty: 6078.140625
	Iteration 10F: 3 clusters Score -2.112086e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207509 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -21126038.000000 Penalty: 6078.140625
	Iteration 11Q: 3 clusters Score -2.112604e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209160 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -21127562.000000 Penalty: 6078.140625
	Iteration 12Q: 3 clusters Score -2.112756e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209539 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21127900.000000 Penalty: 6078.140625
	Iteration 13Q: 3 clusters Score -2.11279e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209642 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21128072.000000 Penalty: 6078.140625
	Iteration 14Q: 3 clusters Score -2.112807e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209668 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21128126.000000 Penalty: 6078.140625
	Iteration 15Q: 3 clusters Score -2.112813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209681 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21128152.000000 Penalty: 6078.140625
	Iteration 16Q: 3 clusters Score -2.112815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209692 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21128176.000000 Penalty: 6078.140625
	Iteration 17Q: 3 clusters Score -2.112818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209690 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21128182.000000 Penalty: 6078.140625
	Iteration 18Q: 3 clusters Score -2.112818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209692 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21128198.000000 Penalty: 6078.140625
	Iteration 19Q: 3 clusters Score -2.11282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209693 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21128196.000000 Penalty: 6078.140625
	Iteration 20F: 3 clusters Score -2.11282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Entering Unmasked Estep 
Score: -849170.750000 Penalty: 2242.601807
	Iteration 0F: 2 clusters Score -849170.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -842527.375000 Penalty: 4485.203613
	Iteration 0F: 3 clusters Score -842527.4 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -844382.875000 Penalty: 4485.203613
	Iteration 1F: 3 clusters Score -844382.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -844654.125000 Penalty: 4485.203613
	Iteration 2F: 3 clusters Score -844654.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -844835.375000 Penalty: 4485.203613
	Iteration 3Q: 3 clusters Score -844835.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -844964.000000 Penalty: 4485.203613
	Iteration 4Q: 3 clusters Score -844964 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -845075.750000 Penalty: 4485.203613
	Iteration 5Q: 3 clusters Score -845075.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -845194.000000 Penalty: 4485.203613
	Iteration 6Q: 3 clusters Score -845194 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -845317.937500 Penalty: 4485.203613
	Iteration 7Q: 3 clusters Score -845317.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -845441.687500 Penalty: 4485.203613
	Iteration 8Q: 3 clusters Score -845441.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -845556.062500 Penalty: 4485.203613
	Iteration 9Q: 3 clusters Score -845556.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -845666.125000 Penalty: 4485.203613
	Iteration 10Q: 3 clusters Score -845666.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -845802.812500 Penalty: 4485.203613
	Iteration 11Q: 3 clusters Score -845802.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -845966.000000 Penalty: 4485.203613
	Iteration 12Q: 3 clusters Score -845966 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -846153.062500 Penalty: 4485.203613
	Iteration 13Q: 3 clusters Score -846153.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -846342.812500 Penalty: 4485.203613
	Iteration 14Q: 3 clusters Score -846342.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -846511.687500 Penalty: 4485.203613
	Iteration 15Q: 3 clusters Score -846511.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -846657.000000 Penalty: 4485.203613
	Iteration 16Q: 3 clusters Score -846657 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -846811.687500 Penalty: 4485.203613
	Iteration 17Q: 3 clusters Score -846811.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -846936.312500 Penalty: 4485.203613
	Iteration 18Q: 3 clusters Score -846936.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -847037.875000 Penalty: 4485.203613
	Iteration 19Q: 3 clusters Score -847037.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -847114.875000 Penalty: 4485.203613
	Iteration 20F: 3 clusters Score -847114.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -847187.562500 Penalty: 4485.203613
	Iteration 21Q: 3 clusters Score -847187.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -847236.250000 Penalty: 4485.203613
	Iteration 22Q: 3 clusters Score -847236.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -847280.875000 Penalty: 4485.203613
	Iteration 23Q: 3 clusters Score -847280.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -847311.875000 Penalty: 4485.203613
	Iteration 24Q: 3 clusters Score -847311.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -847336.125000 Penalty: 4485.203613
	Iteration 25Q: 3 clusters Score -847336.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -847353.375000 Penalty: 4485.203613
	Iteration 26Q: 3 clusters Score -847353.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -847364.125000 Penalty: 4485.203613
	Iteration 27Q: 3 clusters Score -847364.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -847367.375000 Penalty: 4485.203613
	Iteration 28Q: 3 clusters Score -847367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -847369.875000 Penalty: 4485.203613
	Iteration 29Q: 3 clusters Score -847369.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -847373.375000 Penalty: 4485.203613
	Iteration 30Q: 3 clusters Score -847373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -847374.500000 Penalty: 4485.203613
	Iteration 31Q: 3 clusters Score -847374.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -847379.687500 Penalty: 4485.203613
	Iteration 32Q: 3 clusters Score -847379.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -847381.250000 Penalty: 4485.203613
	Iteration 33Q: 3 clusters Score -847381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -847385.187500 Penalty: 4485.203613
	Iteration 34Q: 3 clusters Score -847385.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -847386.937500 Penalty: 4485.203613
	Iteration 35Q: 3 clusters Score -847386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -847391.562500 Penalty: 4485.203613
	Iteration 36Q: 3 clusters Score -847391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -847392.875000 Penalty: 4485.203613
	Iteration 37Q: 3 clusters Score -847392.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -847395.312500 Penalty: 4485.203613
	Iteration 38Q: 3 clusters Score -847395.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -847397.625000 Penalty: 4485.203613
	Iteration 39Q: 3 clusters Score -847397.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -847399.312500 Penalty: 4485.203613
	Iteration 40F: 3 clusters Score -847399.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -847401.750000 Penalty: 4485.203613
	Iteration 41Q: 3 clusters Score -847401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -847403.000000 Penalty: 4485.203613
	Iteration 42Q: 3 clusters Score -847403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -847405.312500 Penalty: 4485.203613
	Iteration 43Q: 3 clusters Score -847405.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -847408.500000 Penalty: 4485.203613
	Iteration 44Q: 3 clusters Score -847408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -847412.937500 Penalty: 4485.203613
	Iteration 45Q: 3 clusters Score -847412.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -847414.562500 Penalty: 4485.203613
	Iteration 46Q: 3 clusters Score -847414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -847415.187500 Penalty: 4485.203613
	Iteration 47Q: 3 clusters Score -847415.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -847416.812500 Penalty: 4485.203613
	Iteration 48Q: 3 clusters Score -847416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -847416.187500 Penalty: 4485.203613
	Iteration 49Q: 3 clusters Score -847416.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -847416.187500 Penalty: 4485.203613
	Iteration 50F: 3 clusters Score -847416.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Entering Unmasked Estep 
Score: -707175.812500 Penalty: 2206.218262
	Iteration 0F: 2 clusters Score -707175.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -701185.562500 Penalty: 4412.436523
	Iteration 0F: 3 clusters Score -701185.6 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -702739.937500 Penalty: 4412.436523
	Iteration 1F: 3 clusters Score -702739.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -703069.812500 Penalty: 4412.436523
	Iteration 2F: 3 clusters Score -703069.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -703316.062500 Penalty: 4412.436523
	Iteration 3F: 3 clusters Score -703316.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -703550.687500 Penalty: 4412.436523
	Iteration 4Q: 3 clusters Score -703550.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -703774.250000 Penalty: 4412.436523
	Iteration 5Q: 3 clusters Score -703774.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -703967.250000 Penalty: 4412.436523
	Iteration 6Q: 3 clusters Score -703967.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -704191.187500 Penalty: 4412.436523
	Iteration 7Q: 3 clusters Score -704191.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -704456.250000 Penalty: 4412.436523
	Iteration 8Q: 3 clusters Score -704456.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -704724.687500 Penalty: 4412.436523
	Iteration 9Q: 3 clusters Score -704724.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -704991.125000 Penalty: 4412.436523
	Iteration 10Q: 3 clusters Score -704991.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -705272.312500 Penalty: 4412.436523
	Iteration 11Q: 3 clusters Score -705272.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -705494.500000 Penalty: 4412.436523
	Iteration 12Q: 3 clusters Score -705494.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -705666.125000 Penalty: 4412.436523
	Iteration 13Q: 3 clusters Score -705666.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -705808.562500 Penalty: 4412.436523
	Iteration 14Q: 3 clusters Score -705808.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -705888.125000 Penalty: 4412.436523
	Iteration 15Q: 3 clusters Score -705888.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -705946.312500 Penalty: 4412.436523
	Iteration 16Q: 3 clusters Score -705946.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -705997.062500 Penalty: 4412.436523
	Iteration 17Q: 3 clusters Score -705997.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -706030.250000 Penalty: 4412.436523
	Iteration 18Q: 3 clusters Score -706030.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -706047.812500 Penalty: 4412.436523
	Iteration 19Q: 3 clusters Score -706047.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -706061.625000 Penalty: 4412.436523
	Iteration 20F: 3 clusters Score -706061.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -706071.187500 Penalty: 4412.436523
	Iteration 21Q: 3 clusters Score -706071.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -706077.750000 Penalty: 4412.436523
	Iteration 22Q: 3 clusters Score -706077.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -706083.375000 Penalty: 4412.436523
	Iteration 23Q: 3 clusters Score -706083.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -706089.875000 Penalty: 4412.436523
	Iteration 24Q: 3 clusters Score -706089.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -706100.250000 Penalty: 4412.436523
	Iteration 25Q: 3 clusters Score -706100.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -706105.562500 Penalty: 4412.436523
	Iteration 26Q: 3 clusters Score -706105.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -706111.937500 Penalty: 4412.436523
	Iteration 27Q: 3 clusters Score -706111.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -706119.250000 Penalty: 4412.436523
	Iteration 28Q: 3 clusters Score -706119.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -706127.500000 Penalty: 4412.436523
	Iteration 29Q: 3 clusters Score -706127.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -706130.062500 Penalty: 4412.436523
	Iteration 30Q: 3 clusters Score -706130.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -706134.375000 Penalty: 4412.436523
	Iteration 31Q: 3 clusters Score -706134.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -706136.687500 Penalty: 4412.436523
	Iteration 32Q: 3 clusters Score -706136.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -706139.375000 Penalty: 4412.436523
	Iteration 33Q: 3 clusters Score -706139.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -706141.875000 Penalty: 4412.436523
	Iteration 34Q: 3 clusters Score -706141.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -706143.375000 Penalty: 4412.436523
	Iteration 35Q: 3 clusters Score -706143.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -706143.375000 Penalty: 4412.436523
	Iteration 36F: 3 clusters Score -706143.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (163900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163900 members 
Entering Unmasked Estep 
Score: -16626400.000000 Penalty: 2977.738770
	Iteration 0F: 2 clusters Score -1.66264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 81810 members 
Entering Unmasked Estep 
Score: -16516280.000000 Penalty: 5955.477539
	Iteration 0F: 3 clusters Score -1.651628e+07 nChanged 78589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 80411 members 
Entering Unmasked Estep 
Score: -16562192.000000 Penalty: 5955.477539
	Iteration 1F: 3 clusters Score -1.656219e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84704 members 
Mstep: Class 2 contains 79196 members 
Entering Unmasked Estep 
Score: -16563180.000000 Penalty: 5955.477539
	Iteration 2Q: 3 clusters Score -1.656318e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 77237 members 
Entering Unmasked Estep 
Score: -16564239.000000 Penalty: 5955.477539
	Iteration 3Q: 3 clusters Score -1.656424e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89529 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -16565918.000000 Penalty: 5955.477539
	Iteration 4Q: 3 clusters Score -1.656592e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -16568645.000000 Penalty: 5955.477539
	Iteration 5Q: 3 clusters Score -1.656864e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100230 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
Score: -16572567.000000 Penalty: 5955.477539
	Iteration 6Q: 3 clusters Score -1.657257e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108808 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -16578733.000000 Penalty: 5955.477539
	Iteration 7F: 3 clusters Score -1.657873e+07 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119260 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -16587031.000000 Penalty: 5955.477539
	Iteration 8F: 3 clusters Score -1.658703e+07 nChanged 12270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130540 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -16596655.000000 Penalty: 5955.477539
	Iteration 9F: 3 clusters Score -1.659666e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140824 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -16606228.000000 Penalty: 5955.477539
	Iteration 10F: 3 clusters Score -1.660623e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148660 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -16613481.000000 Penalty: 5955.477539
	Iteration 11F: 3 clusters Score -1.661348e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153658 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -16618325.000000 Penalty: 5955.477539
	Iteration 12Q: 3 clusters Score -1.661832e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156315 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -16621429.000000 Penalty: 5955.477539
	Iteration 13Q: 3 clusters Score -1.662143e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157424 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -16623081.000000 Penalty: 5955.477539
	Iteration 14Q: 3 clusters Score -1.662308e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157873 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -16623886.000000 Penalty: 5955.477539
	Iteration 15Q: 3 clusters Score -1.662389e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158134 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -16624329.000000 Penalty: 5955.477539
	Iteration 16Q: 3 clusters Score -1.662433e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158313 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -16624476.000000 Penalty: 5955.477539
	Iteration 17Q: 3 clusters Score -1.662448e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158429 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -16624611.000000 Penalty: 5955.477539
	Iteration 18Q: 3 clusters Score -1.662461e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158532 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -16624686.000000 Penalty: 5955.477539
	Iteration 19Q: 3 clusters Score -1.662469e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158641 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -16624764.000000 Penalty: 5955.477539
	Iteration 20F: 3 clusters Score -1.662476e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158725 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -16624789.000000 Penalty: 5955.477539
	Iteration 21Q: 3 clusters Score -1.662479e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158824 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -16624789.000000 Penalty: 5955.477539
	Iteration 22Q: 3 clusters Score -1.662479e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158910 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -16624830.000000 Penalty: 5955.477539
	Iteration 23Q: 3 clusters Score -1.662483e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158975 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -16624845.000000 Penalty: 5955.477539
	Iteration 24Q: 3 clusters Score -1.662484e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159040 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -16624855.000000 Penalty: 5955.477539
	Iteration 25Q: 3 clusters Score -1.662486e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159093 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -16624895.000000 Penalty: 5955.477539
	Iteration 26Q: 3 clusters Score -1.66249e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159165 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -16624908.000000 Penalty: 5955.477539
	Iteration 27Q: 3 clusters Score -1.662491e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159217 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -16624910.000000 Penalty: 5955.477539
	Iteration 28Q: 3 clusters Score -1.662491e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159267 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -16624887.000000 Penalty: 5955.477539
	Iteration 29Q: 3 clusters Score -1.662489e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159312 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -16624896.000000 Penalty: 5955.477539
	Iteration 30Q: 3 clusters Score -1.66249e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159346 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -16624921.000000 Penalty: 5955.477539
	Iteration 31Q: 3 clusters Score -1.662492e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -16624952.000000 Penalty: 5955.477539
	Iteration 32Q: 3 clusters Score -1.662495e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159394 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -16624976.000000 Penalty: 5955.477539
	Iteration 33Q: 3 clusters Score -1.662498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159408 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -16624974.000000 Penalty: 5955.477539
	Iteration 34Q: 3 clusters Score -1.662497e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159419 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -16624955.000000 Penalty: 5955.477539
	Iteration 35Q: 3 clusters Score -1.662496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159429 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -16624949.000000 Penalty: 5955.477539
	Iteration 36Q: 3 clusters Score -1.662495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159437 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -16624945.000000 Penalty: 5955.477539
	Iteration 37Q: 3 clusters Score -1.662494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159444 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -16624958.000000 Penalty: 5955.477539
	Iteration 38Q: 3 clusters Score -1.662496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159450 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -16624957.000000 Penalty: 5955.477539
	Iteration 39Q: 3 clusters Score -1.662496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159459 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -16624965.000000 Penalty: 5955.477539
	Iteration 40F: 3 clusters Score -1.662496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159460 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -16624955.000000 Penalty: 5955.477539
	Iteration 41Q: 3 clusters Score -1.662496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159464 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -16624978.000000 Penalty: 5955.477539
	Iteration 42Q: 3 clusters Score -1.662498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159465 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -16624973.000000 Penalty: 5955.477539
	Iteration 43Q: 3 clusters Score -1.662497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159466 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -16624971.000000 Penalty: 5955.477539
	Iteration 44Q: 3 clusters Score -1.662497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159466 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -16624971.000000 Penalty: 5955.477539
	Iteration 45F: 3 clusters Score -1.662497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Entering Unmasked Estep 
Score: -2505708.750000 Penalty: 2505.349609
	Iteration 0F: 2 clusters Score -2505709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2488825.500000 Penalty: 5010.699219
	Iteration 0F: 3 clusters Score -2488826 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2494578.000000 Penalty: 5010.699219
	Iteration 1F: 3 clusters Score -2494578 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2494948.000000 Penalty: 5010.699219
	Iteration 2Q: 3 clusters Score -2494948 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2495194.500000 Penalty: 5010.699219
	Iteration 3Q: 3 clusters Score -2495194 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2495404.000000 Penalty: 5010.699219
	Iteration 4Q: 3 clusters Score -2495404 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2495576.750000 Penalty: 5010.699219
	Iteration 5Q: 3 clusters Score -2495577 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2495711.250000 Penalty: 5010.699219
	Iteration 6Q: 3 clusters Score -2495711 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2495845.750000 Penalty: 5010.699219
	Iteration 7Q: 3 clusters Score -2495846 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2495952.000000 Penalty: 5010.699219
	Iteration 8Q: 3 clusters Score -2495952 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2496073.250000 Penalty: 5010.699219
	Iteration 9Q: 3 clusters Score -2496073 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2496220.000000 Penalty: 5010.699219
	Iteration 10Q: 3 clusters Score -2496220 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2496368.000000 Penalty: 5010.699219
	Iteration 11Q: 3 clusters Score -2496368 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2496560.500000 Penalty: 5010.699219
	Iteration 12Q: 3 clusters Score -2496560 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2496810.000000 Penalty: 5010.699219
	Iteration 13Q: 3 clusters Score -2496810 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2497134.750000 Penalty: 5010.699219
	Iteration 14Q: 3 clusters Score -2497135 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2497607.750000 Penalty: 5010.699219
	Iteration 15Q: 3 clusters Score -2497608 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2498293.000000 Penalty: 5010.699219
	Iteration 16Q: 3 clusters Score -2498293 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2499107.000000 Penalty: 5010.699219
	Iteration 17F: 3 clusters Score -2499107 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2500063.250000 Penalty: 5010.699219
	Iteration 18F: 3 clusters Score -2500063 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2500989.000000 Penalty: 5010.699219
	Iteration 19Q: 3 clusters Score -2500989 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2501753.250000 Penalty: 5010.699219
	Iteration 20F: 3 clusters Score -2501753 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -2502306.250000 Penalty: 5010.699219
	Iteration 21Q: 3 clusters Score -2502306 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2502680.500000 Penalty: 5010.699219
	Iteration 22Q: 3 clusters Score -2502680 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -2502972.750000 Penalty: 5010.699219
	Iteration 23Q: 3 clusters Score -2502973 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -2503162.000000 Penalty: 5010.699219
	Iteration 24Q: 3 clusters Score -2503162 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -2503288.000000 Penalty: 5010.699219
	Iteration 25Q: 3 clusters Score -2503288 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2503370.500000 Penalty: 5010.699219
	Iteration 26Q: 3 clusters Score -2503370 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -2503430.750000 Penalty: 5010.699219
	Iteration 27Q: 3 clusters Score -2503431 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -2503474.500000 Penalty: 5010.699219
	Iteration 28Q: 3 clusters Score -2503474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2503516.000000 Penalty: 5010.699219
	Iteration 29Q: 3 clusters Score -2503516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -2503532.500000 Penalty: 5010.699219
	Iteration 30Q: 3 clusters Score -2503532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -2503555.000000 Penalty: 5010.699219
	Iteration 31Q: 3 clusters Score -2503555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -2503573.000000 Penalty: 5010.699219
	Iteration 32Q: 3 clusters Score -2503573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -2503585.750000 Penalty: 5010.699219
	Iteration 33Q: 3 clusters Score -2503586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2503593.000000 Penalty: 5010.699219
	Iteration 34Q: 3 clusters Score -2503593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2503597.750000 Penalty: 5010.699219
	Iteration 35Q: 3 clusters Score -2503598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2503597.750000 Penalty: 5010.699219
	Iteration 36F: 3 clusters Score -2503598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (225309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225309 members 
Entering Unmasked Estep 
Score: -22684760.000000 Penalty: 3056.656494
	Iteration 0F: 2 clusters Score -2.268476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112786 members 
Mstep: Class 2 contains 112523 members 
Entering Unmasked Estep 
Score: -22536626.000000 Penalty: 6113.312988
	Iteration 0F: 3 clusters Score -2.253663e+07 nChanged 108687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112533 members 
Mstep: Class 2 contains 112776 members 
Entering Unmasked Estep 
Score: -22600716.000000 Penalty: 6113.312988
	Iteration 1F: 3 clusters Score -2.260072e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112339 members 
Mstep: Class 2 contains 112970 members 
Entering Unmasked Estep 
Score: -22601690.000000 Penalty: 6113.312988
	Iteration 2Q: 3 clusters Score -2.260169e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112071 members 
Mstep: Class 2 contains 113238 members 
Entering Unmasked Estep 
Score: -22602862.000000 Penalty: 6113.312988
	Iteration 3Q: 3 clusters Score -2.260286e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111634 members 
Mstep: Class 2 contains 113675 members 
Entering Unmasked Estep 
Score: -22604168.000000 Penalty: 6113.312988
	Iteration 4Q: 3 clusters Score -2.260417e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111055 members 
Mstep: Class 2 contains 114254 members 
Entering Unmasked Estep 
Score: -22605860.000000 Penalty: 6113.312988
	Iteration 5Q: 3 clusters Score -2.260586e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 114943 members 
Entering Unmasked Estep 
Score: -22608134.000000 Penalty: 6113.312988
	Iteration 6Q: 3 clusters Score -2.260813e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109519 members 
Mstep: Class 2 contains 115790 members 
Entering Unmasked Estep 
Score: -22610802.000000 Penalty: 6113.312988
	Iteration 7Q: 3 clusters Score -2.26108e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108679 members 
Mstep: Class 2 contains 116630 members 
Entering Unmasked Estep 
Score: -22614128.000000 Penalty: 6113.312988
	Iteration 8Q: 3 clusters Score -2.261413e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107895 members 
Mstep: Class 2 contains 117414 members 
Entering Unmasked Estep 
Score: -22617996.000000 Penalty: 6113.312988
	Iteration 9Q: 3 clusters Score -2.2618e+07 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107230 members 
Mstep: Class 2 contains 118079 members 
Entering Unmasked Estep 
Score: -22622584.000000 Penalty: 6113.312988
	Iteration 10Q: 3 clusters Score -2.262258e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106625 members 
Mstep: Class 2 contains 118684 members 
Entering Unmasked Estep 
Score: -22628106.000000 Penalty: 6113.312988
	Iteration 11Q: 3 clusters Score -2.262811e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106147 members 
Mstep: Class 2 contains 119162 members 
Entering Unmasked Estep 
Score: -22634194.000000 Penalty: 6113.312988
	Iteration 12Q: 3 clusters Score -2.263419e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105590 members 
Mstep: Class 2 contains 119719 members 
Entering Unmasked Estep 
Score: -22640086.000000 Penalty: 6113.312988
	Iteration 13Q: 3 clusters Score -2.264009e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104852 members 
Mstep: Class 2 contains 120457 members 
Entering Unmasked Estep 
Score: -22643782.000000 Penalty: 6113.312988
	Iteration 14Q: 3 clusters Score -2.264378e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103914 members 
Mstep: Class 2 contains 121395 members 
Entering Unmasked Estep 
Score: -22645496.000000 Penalty: 6113.312988
	Iteration 15Q: 3 clusters Score -2.26455e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102931 members 
Mstep: Class 2 contains 122378 members 
Entering Unmasked Estep 
Score: -22646132.000000 Penalty: 6113.312988
	Iteration 16Q: 3 clusters Score -2.264613e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101807 members 
Mstep: Class 2 contains 123502 members 
Entering Unmasked Estep 
Score: -22646500.000000 Penalty: 6113.312988
	Iteration 17Q: 3 clusters Score -2.26465e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100605 members 
Mstep: Class 2 contains 124704 members 
Entering Unmasked Estep 
Score: -22646792.000000 Penalty: 6113.312988
	Iteration 18Q: 3 clusters Score -2.264679e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99341 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -22646910.000000 Penalty: 6113.312988
	Iteration 19Q: 3 clusters Score -2.264691e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 127274 members 
Entering Unmasked Estep 
Score: -22647228.000000 Penalty: 6113.312988
	Iteration 20F: 3 clusters Score -2.264723e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96617 members 
Mstep: Class 2 contains 128692 members 
Entering Unmasked Estep 
Score: -22647446.000000 Penalty: 6113.312988
	Iteration 21Q: 3 clusters Score -2.264745e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 130288 members 
Entering Unmasked Estep 
Score: -22647582.000000 Penalty: 6113.312988
	Iteration 22Q: 3 clusters Score -2.264758e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93258 members 
Mstep: Class 2 contains 132051 members 
Entering Unmasked Estep 
Score: -22647856.000000 Penalty: 6113.312988
	Iteration 23Q: 3 clusters Score -2.264786e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91337 members 
Mstep: Class 2 contains 133972 members 
Entering Unmasked Estep 
Score: -22648170.000000 Penalty: 6113.312988
	Iteration 24Q: 3 clusters Score -2.264817e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 136066 members 
Entering Unmasked Estep 
Score: -22648366.000000 Penalty: 6113.312988
	Iteration 25Q: 3 clusters Score -2.264837e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 138289 members 
Entering Unmasked Estep 
Score: -22648718.000000 Penalty: 6113.312988
	Iteration 26Q: 3 clusters Score -2.264872e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84601 members 
Mstep: Class 2 contains 140708 members 
Entering Unmasked Estep 
Score: -22649096.000000 Penalty: 6113.312988
	Iteration 27Q: 3 clusters Score -2.26491e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 143260 members 
Entering Unmasked Estep 
Score: -22649564.000000 Penalty: 6113.312988
	Iteration 28Q: 3 clusters Score -2.264956e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 146022 members 
Entering Unmasked Estep 
Score: -22650164.000000 Penalty: 6113.312988
	Iteration 29Q: 3 clusters Score -2.265016e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 148922 members 
Entering Unmasked Estep 
Score: -22650888.000000 Penalty: 6113.312988
	Iteration 30Q: 3 clusters Score -2.265089e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 152054 members 
Entering Unmasked Estep 
Score: -22651394.000000 Penalty: 6113.312988
	Iteration 31Q: 3 clusters Score -2.265139e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69937 members 
Mstep: Class 2 contains 155372 members 
Entering Unmasked Estep 
Score: -22652168.000000 Penalty: 6113.312988
	Iteration 32Q: 3 clusters Score -2.265217e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 158853 members 
Entering Unmasked Estep 
Score: -22653128.000000 Penalty: 6113.312988
	Iteration 33Q: 3 clusters Score -2.265313e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 162571 members 
Entering Unmasked Estep 
Score: -22653950.000000 Penalty: 6113.312988
	Iteration 34Q: 3 clusters Score -2.265395e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 166384 members 
Entering Unmasked Estep 
Score: -22655176.000000 Penalty: 6113.312988
	Iteration 35Q: 3 clusters Score -2.265518e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 170299 members 
Entering Unmasked Estep 
Score: -22656420.000000 Penalty: 6113.312988
	Iteration 36Q: 3 clusters Score -2.265642e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 174474 members 
Entering Unmasked Estep 
Score: -22657856.000000 Penalty: 6113.312988
	Iteration 37Q: 3 clusters Score -2.265786e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 178813 members 
Entering Unmasked Estep 
Score: -22659294.000000 Penalty: 6113.312988
	Iteration 38Q: 3 clusters Score -2.265929e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 183269 members 
Entering Unmasked Estep 
Score: -22660956.000000 Penalty: 6113.312988
	Iteration 39Q: 3 clusters Score -2.266096e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 187897 members 
Entering Unmasked Estep 
Score: -22662580.000000 Penalty: 6113.312988
	Iteration 40F: 3 clusters Score -2.266258e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 192459 members 
Entering Unmasked Estep 
Score: -22664548.000000 Penalty: 6113.312988
	Iteration 41Q: 3 clusters Score -2.266455e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 196932 members 
Entering Unmasked Estep 
Score: -22666620.000000 Penalty: 6113.312988
	Iteration 42Q: 3 clusters Score -2.266662e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 201204 members 
Entering Unmasked Estep 
Score: -22668590.000000 Penalty: 6113.312988
	Iteration 43Q: 3 clusters Score -2.266859e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 205125 members 
Entering Unmasked Estep 
Score: -22670652.000000 Penalty: 6113.312988
	Iteration 44Q: 3 clusters Score -2.267065e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 208671 members 
Entering Unmasked Estep 
Score: -22672510.000000 Penalty: 6113.312988
	Iteration 45Q: 3 clusters Score -2.267251e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 211982 members 
Entering Unmasked Estep 
Score: -22674296.000000 Penalty: 6113.312988
	Iteration 46Q: 3 clusters Score -2.26743e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 214805 members 
Entering Unmasked Estep 
Score: -22676016.000000 Penalty: 6113.312988
	Iteration 47Q: 3 clusters Score -2.267602e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 217242 members 
Entering Unmasked Estep 
Score: -22677268.000000 Penalty: 6113.312988
	Iteration 48Q: 3 clusters Score -2.267727e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 219236 members 
Entering Unmasked Estep 
Score: -22678408.000000 Penalty: 6113.312988
	Iteration 49Q: 3 clusters Score -2.267841e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 220875 members 
Entering Unmasked Estep 
Score: -22679544.000000 Penalty: 6113.312988
	Iteration 50Q: 3 clusters Score -2.267954e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 222114 members 
Entering Unmasked Estep 
Score: -22680374.000000 Penalty: 6113.312988
	Iteration 51Q: 3 clusters Score -2.268037e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 223017 members 
Entering Unmasked Estep 
Score: -22681030.000000 Penalty: 6113.312988
	Iteration 52Q: 3 clusters Score -2.268103e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 223612 members 
Entering Unmasked Estep 
Score: -22681448.000000 Penalty: 6113.312988
	Iteration 53Q: 3 clusters Score -2.268145e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 223977 members 
Entering Unmasked Estep 
Score: -22681736.000000 Penalty: 6113.312988
	Iteration 54Q: 3 clusters Score -2.268174e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 224221 members 
Entering Unmasked Estep 
Score: -22681902.000000 Penalty: 6113.312988
	Iteration 55Q: 3 clusters Score -2.26819e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 224365 members 
Entering Unmasked Estep 
Score: -22682024.000000 Penalty: 6113.312988
	Iteration 56Q: 3 clusters Score -2.268202e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 224457 members 
Entering Unmasked Estep 
Score: -22682098.000000 Penalty: 6113.312988
	Iteration 57Q: 3 clusters Score -2.26821e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 224525 members 
Entering Unmasked Estep 
Score: -22682122.000000 Penalty: 6113.312988
	Iteration 58Q: 3 clusters Score -2.268212e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 224564 members 
Entering Unmasked Estep 
Score: -22682180.000000 Penalty: 6113.312988
	Iteration 59Q: 3 clusters Score -2.268218e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 224599 members 
Entering Unmasked Estep 
Score: -22682224.000000 Penalty: 6113.312988
	Iteration 60F: 3 clusters Score -2.268222e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 224626 members 
Entering Unmasked Estep 
Score: -22682236.000000 Penalty: 6113.312988
	Iteration 61Q: 3 clusters Score -2.268224e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 224648 members 
Entering Unmasked Estep 
Score: -22682262.000000 Penalty: 6113.312988
	Iteration 62Q: 3 clusters Score -2.268226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 224666 members 
Entering Unmasked Estep 
Score: -22682294.000000 Penalty: 6113.312988
	Iteration 63Q: 3 clusters Score -2.268229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 224673 members 
Entering Unmasked Estep 
Score: -22682334.000000 Penalty: 6113.312988
	Iteration 64Q: 3 clusters Score -2.268233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 224678 members 
Entering Unmasked Estep 
Score: -22682340.000000 Penalty: 6113.312988
	Iteration 65Q: 3 clusters Score -2.268234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 224684 members 
Entering Unmasked Estep 
Score: -22682338.000000 Penalty: 6113.312988
	Iteration 66Q: 3 clusters Score -2.268234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 224694 members 
Entering Unmasked Estep 
Score: -22682342.000000 Penalty: 6113.312988
	Iteration 67Q: 3 clusters Score -2.268234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 224695 members 
Entering Unmasked Estep 
Score: -22682352.000000 Penalty: 6113.312988
	Iteration 68Q: 3 clusters Score -2.268235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 224696 members 
Entering Unmasked Estep 
Score: -22682338.000000 Penalty: 6113.312988
	Iteration 69Q: 3 clusters Score -2.268234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 224699 members 
Entering Unmasked Estep 
Score: -22682344.000000 Penalty: 6113.312988
	Iteration 70Q: 3 clusters Score -2.268234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 224702 members 
Entering Unmasked Estep 
Score: -22682354.000000 Penalty: 6113.312988
	Iteration 71Q: 3 clusters Score -2.268235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 224703 members 
Entering Unmasked Estep 
Score: -22682354.000000 Penalty: 6113.312988
	Iteration 72Q: 3 clusters Score -2.268235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 224705 members 
Entering Unmasked Estep 
Score: -22682358.000000 Penalty: 6113.312988
	Iteration 73Q: 3 clusters Score -2.268236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 224706 members 
Entering Unmasked Estep 
Score: -22682350.000000 Penalty: 6113.312988
	Iteration 74Q: 3 clusters Score -2.268235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 224706 members 
Entering Unmasked Estep 
Score: -22682350.000000 Penalty: 6113.312988
	Iteration 75F: 3 clusters Score -2.268235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Entering Unmasked Estep 
Score: -1728787.500000 Penalty: 2413.768311
	Iteration 0F: 2 clusters Score -1728788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1716682.625000 Penalty: 4827.536621
	Iteration 0F: 3 clusters Score -1716683 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1720489.750000 Penalty: 4827.536621
	Iteration 1F: 3 clusters Score -1720490 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1720890.750000 Penalty: 4827.536621
	Iteration 2F: 3 clusters Score -1720891 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1721230.000000 Penalty: 4827.536621
	Iteration 3Q: 3 clusters Score -1721230 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1721546.250000 Penalty: 4827.536621
	Iteration 4Q: 3 clusters Score -1721546 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1721896.875000 Penalty: 4827.536621
	Iteration 5Q: 3 clusters Score -1721897 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1722275.750000 Penalty: 4827.536621
	Iteration 6Q: 3 clusters Score -1722276 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1722645.500000 Penalty: 4827.536621
	Iteration 7Q: 3 clusters Score -1722646 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1723039.375000 Penalty: 4827.536621
	Iteration 8Q: 3 clusters Score -1723039 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1723443.250000 Penalty: 4827.536621
	Iteration 9Q: 3 clusters Score -1723443 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1723862.750000 Penalty: 4827.536621
	Iteration 10Q: 3 clusters Score -1723863 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1724307.500000 Penalty: 4827.536621
	Iteration 11Q: 3 clusters Score -1724308 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1724797.125000 Penalty: 4827.536621
	Iteration 12Q: 3 clusters Score -1724797 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1725269.625000 Penalty: 4827.536621
	Iteration 13Q: 3 clusters Score -1725270 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1725640.000000 Penalty: 4827.536621
	Iteration 14Q: 3 clusters Score -1725640 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1725952.750000 Penalty: 4827.536621
	Iteration 15Q: 3 clusters Score -1725953 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1726170.250000 Penalty: 4827.536621
	Iteration 16Q: 3 clusters Score -1726170 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1726325.375000 Penalty: 4827.536621
	Iteration 17Q: 3 clusters Score -1726325 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1726419.750000 Penalty: 4827.536621
	Iteration 18Q: 3 clusters Score -1726420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1726474.750000 Penalty: 4827.536621
	Iteration 19Q: 3 clusters Score -1726475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1726512.750000 Penalty: 4827.536621
	Iteration 20F: 3 clusters Score -1726513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1726566.750000 Penalty: 4827.536621
	Iteration 21Q: 3 clusters Score -1726567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1726597.625000 Penalty: 4827.536621
	Iteration 22Q: 3 clusters Score -1726598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1726623.125000 Penalty: 4827.536621
	Iteration 23Q: 3 clusters Score -1726623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1726634.125000 Penalty: 4827.536621
	Iteration 24Q: 3 clusters Score -1726634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1726639.500000 Penalty: 4827.536621
	Iteration 25Q: 3 clusters Score -1726640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1726654.750000 Penalty: 4827.536621
	Iteration 26Q: 3 clusters Score -1726655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1726656.500000 Penalty: 4827.536621
	Iteration 27Q: 3 clusters Score -1726656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1726658.750000 Penalty: 4827.536621
	Iteration 28Q: 3 clusters Score -1726659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1726659.750000 Penalty: 4827.536621
	Iteration 29Q: 3 clusters Score -1726660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1726660.875000 Penalty: 4827.536621
	Iteration 30Q: 3 clusters Score -1726661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1726663.625000 Penalty: 4827.536621
	Iteration 31Q: 3 clusters Score -1726664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1726663.625000 Penalty: 4827.536621
	Iteration 32F: 3 clusters Score -1726664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Entering Unmasked Estep 
Score: -2493308.500000 Penalty: 2514.842529
	Iteration 0F: 2 clusters Score -2493308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2475820.250000 Penalty: 5029.685059
	Iteration 0F: 3 clusters Score -2475820 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2482040.250000 Penalty: 5029.685059
	Iteration 1F: 3 clusters Score -2482040 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2482544.250000 Penalty: 5029.685059
	Iteration 2F: 3 clusters Score -2482544 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2483017.500000 Penalty: 5029.685059
	Iteration 3Q: 3 clusters Score -2483018 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2483569.250000 Penalty: 5029.685059
	Iteration 4Q: 3 clusters Score -2483569 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2484208.250000 Penalty: 5029.685059
	Iteration 5Q: 3 clusters Score -2484208 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2484942.500000 Penalty: 5029.685059
	Iteration 6F: 3 clusters Score -2484942 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2485749.250000 Penalty: 5029.685059
	Iteration 7F: 3 clusters Score -2485749 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2486647.750000 Penalty: 5029.685059
	Iteration 8F: 3 clusters Score -2486648 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2487681.750000 Penalty: 5029.685059
	Iteration 9F: 3 clusters Score -2487682 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2488736.250000 Penalty: 5029.685059
	Iteration 10F: 3 clusters Score -2488736 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2489747.500000 Penalty: 5029.685059
	Iteration 11Q: 3 clusters Score -2489748 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2490563.250000 Penalty: 5029.685059
	Iteration 12Q: 3 clusters Score -2490563 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2491080.500000 Penalty: 5029.685059
	Iteration 13Q: 3 clusters Score -2491080 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2491350.500000 Penalty: 5029.685059
	Iteration 14Q: 3 clusters Score -2491350 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2491470.750000 Penalty: 5029.685059
	Iteration 15Q: 3 clusters Score -2491471 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2491549.500000 Penalty: 5029.685059
	Iteration 16Q: 3 clusters Score -2491550 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2491599.000000 Penalty: 5029.685059
	Iteration 17Q: 3 clusters Score -2491599 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -2491630.250000 Penalty: 5029.685059
	Iteration 18Q: 3 clusters Score -2491630 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2491658.000000 Penalty: 5029.685059
	Iteration 19Q: 3 clusters Score -2491658 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2491693.500000 Penalty: 5029.685059
	Iteration 20F: 3 clusters Score -2491694 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2491730.750000 Penalty: 5029.685059
	Iteration 21Q: 3 clusters Score -2491731 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2491783.250000 Penalty: 5029.685059
	Iteration 22Q: 3 clusters Score -2491783 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2491827.750000 Penalty: 5029.685059
	Iteration 23Q: 3 clusters Score -2491828 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2491879.750000 Penalty: 5029.685059
	Iteration 24Q: 3 clusters Score -2491880 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2491944.000000 Penalty: 5029.685059
	Iteration 25Q: 3 clusters Score -2491944 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2492039.000000 Penalty: 5029.685059
	Iteration 26Q: 3 clusters Score -2492039 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2492160.750000 Penalty: 5029.685059
	Iteration 27Q: 3 clusters Score -2492161 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2492283.000000 Penalty: 5029.685059
	Iteration 28Q: 3 clusters Score -2492283 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2492422.250000 Penalty: 5029.685059
	Iteration 29Q: 3 clusters Score -2492422 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2492565.000000 Penalty: 5029.685059
	Iteration 30Q: 3 clusters Score -2492565 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2492655.750000 Penalty: 5029.685059
	Iteration 31Q: 3 clusters Score -2492656 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2492708.000000 Penalty: 5029.685059
	Iteration 32Q: 3 clusters Score -2492708 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2492734.250000 Penalty: 5029.685059
	Iteration 33Q: 3 clusters Score -2492734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2492756.500000 Penalty: 5029.685059
	Iteration 34Q: 3 clusters Score -2492756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2492756.500000 Penalty: 5029.685059
	Iteration 35Q: 3 clusters Score -2492756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2492766.250000 Penalty: 5029.685059
	Iteration 36Q: 3 clusters Score -2492766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2492764.000000 Penalty: 5029.685059
	Iteration 37Q: 3 clusters Score -2492764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2492774.500000 Penalty: 5029.685059
	Iteration 38Q: 3 clusters Score -2492774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2492777.500000 Penalty: 5029.685059
	Iteration 39Q: 3 clusters Score -2492778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2492868.750000 Penalty: 5029.685059
	Iteration 40F: 3 clusters Score -2492869 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2492951.000000 Penalty: 5029.685059
	Iteration 41Q: 3 clusters Score -2492951 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2492998.500000 Penalty: 5029.685059
	Iteration 42Q: 3 clusters Score -2492998 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2493041.250000 Penalty: 5029.685059
	Iteration 43Q: 3 clusters Score -2493041 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2493070.000000 Penalty: 5029.685059
	Iteration 44Q: 3 clusters Score -2493070 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2493075.750000 Penalty: 5029.685059
	Iteration 45Q: 3 clusters Score -2493076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2493079.000000 Penalty: 5029.685059
	Iteration 46Q: 3 clusters Score -2493079 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2493087.000000 Penalty: 5029.685059
	Iteration 47Q: 3 clusters Score -2493087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2493096.750000 Penalty: 5029.685059
	Iteration 48Q: 3 clusters Score -2493097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2493098.500000 Penalty: 5029.685059
	Iteration 49Q: 3 clusters Score -2493098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2493096.000000 Penalty: 5029.685059
	Iteration 50Q: 3 clusters Score -2493096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2493101.250000 Penalty: 5029.685059
	Iteration 51Q: 3 clusters Score -2493101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2493102.000000 Penalty: 5029.685059
	Iteration 52Q: 3 clusters Score -2493102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2493110.250000 Penalty: 5029.685059
	Iteration 53Q: 3 clusters Score -2493110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2493112.250000 Penalty: 5029.685059
	Iteration 54Q: 3 clusters Score -2493112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2493106.000000 Penalty: 5029.685059
	Iteration 55Q: 3 clusters Score -2493106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2493116.500000 Penalty: 5029.685059
	Iteration 56Q: 3 clusters Score -2493116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2493114.000000 Penalty: 5029.685059
	Iteration 57Q: 3 clusters Score -2493114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2493112.000000 Penalty: 5029.685059
	Iteration 58Q: 3 clusters Score -2493112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -2493115.500000 Penalty: 5029.685059
	Iteration 59Q: 3 clusters Score -2493116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2493114.250000 Penalty: 5029.685059
	Iteration 60F: 3 clusters Score -2493114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2493115.250000 Penalty: 5029.685059
	Iteration 61Q: 3 clusters Score -2493115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2493113.000000 Penalty: 5029.685059
	Iteration 62Q: 3 clusters Score -2493113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2493114.500000 Penalty: 5029.685059
	Iteration 63Q: 3 clusters Score -2493114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2493121.000000 Penalty: 5029.685059
	Iteration 64Q: 3 clusters Score -2493121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2493121.750000 Penalty: 5029.685059
	Iteration 65Q: 3 clusters Score -2493122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2493120.500000 Penalty: 5029.685059
	Iteration 66Q: 3 clusters Score -2493120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2493117.500000 Penalty: 5029.685059
	Iteration 67Q: 3 clusters Score -2493118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2493118.000000 Penalty: 5029.685059
	Iteration 68Q: 3 clusters Score -2493118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2493118.000000 Penalty: 5029.685059
	Iteration 69F: 3 clusters Score -2493118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Entering Unmasked Estep 
Score: -754226.750000 Penalty: 2210.126221
	Iteration 0F: 2 clusters Score -754226.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -748172.312500 Penalty: 4420.252441
	Iteration 0F: 3 clusters Score -748172.3 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -749812.062500 Penalty: 4420.252441
	Iteration 1F: 3 clusters Score -749812.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -750076.812500 Penalty: 4420.252441
	Iteration 2F: 3 clusters Score -750076.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -750265.437500 Penalty: 4420.252441
	Iteration 3F: 3 clusters Score -750265.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -750429.562500 Penalty: 4420.252441
	Iteration 4Q: 3 clusters Score -750429.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -750579.125000 Penalty: 4420.252441
	Iteration 5Q: 3 clusters Score -750579.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -750731.000000 Penalty: 4420.252441
	Iteration 6Q: 3 clusters Score -750731 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -750915.062500 Penalty: 4420.252441
	Iteration 7Q: 3 clusters Score -750915.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -751109.062500 Penalty: 4420.252441
	Iteration 8Q: 3 clusters Score -751109.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -751303.500000 Penalty: 4420.252441
	Iteration 9Q: 3 clusters Score -751303.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -751503.125000 Penalty: 4420.252441
	Iteration 10Q: 3 clusters Score -751503.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -751710.125000 Penalty: 4420.252441
	Iteration 11Q: 3 clusters Score -751710.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -751903.687500 Penalty: 4420.252441
	Iteration 12Q: 3 clusters Score -751903.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -752027.625000 Penalty: 4420.252441
	Iteration 13Q: 3 clusters Score -752027.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -752122.812500 Penalty: 4420.252441
	Iteration 14Q: 3 clusters Score -752122.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -752204.625000 Penalty: 4420.252441
	Iteration 15Q: 3 clusters Score -752204.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -752263.500000 Penalty: 4420.252441
	Iteration 16Q: 3 clusters Score -752263.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -752312.375000 Penalty: 4420.252441
	Iteration 17Q: 3 clusters Score -752312.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -752341.875000 Penalty: 4420.252441
	Iteration 18Q: 3 clusters Score -752341.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -752360.562500 Penalty: 4420.252441
	Iteration 19Q: 3 clusters Score -752360.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -752378.750000 Penalty: 4420.252441
	Iteration 20F: 3 clusters Score -752378.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -752391.187500 Penalty: 4420.252441
	Iteration 21Q: 3 clusters Score -752391.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -752399.562500 Penalty: 4420.252441
	Iteration 22Q: 3 clusters Score -752399.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -752405.375000 Penalty: 4420.252441
	Iteration 23Q: 3 clusters Score -752405.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -752407.875000 Penalty: 4420.252441
	Iteration 24Q: 3 clusters Score -752407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -752408.625000 Penalty: 4420.252441
	Iteration 25Q: 3 clusters Score -752408.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -752411.562500 Penalty: 4420.252441
	Iteration 26Q: 3 clusters Score -752411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -752410.875000 Penalty: 4420.252441
	Iteration 27Q: 3 clusters Score -752410.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -752412.937500 Penalty: 4420.252441
	Iteration 28Q: 3 clusters Score -752412.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -752416.250000 Penalty: 4420.252441
	Iteration 29Q: 3 clusters Score -752416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -752418.875000 Penalty: 4420.252441
	Iteration 30Q: 3 clusters Score -752418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -752420.000000 Penalty: 4420.252441
	Iteration 31Q: 3 clusters Score -752420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -752420.000000 Penalty: 4420.252441
	Iteration 32F: 3 clusters Score -752420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Entering Unmasked Estep 
Score: -6691954.000000 Penalty: 2754.740723
	Iteration 0F: 2 clusters Score -6691954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -6647228.500000 Penalty: 5509.481445
	Iteration 0F: 3 clusters Score -6647228 nChanged 31266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -6664912.000000 Penalty: 5509.481445
	Iteration 1F: 3 clusters Score -6664912 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -6665761.500000 Penalty: 5509.481445
	Iteration 2Q: 3 clusters Score -6665762 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -6666984.000000 Penalty: 5509.481445
	Iteration 3Q: 3 clusters Score -6666984 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -6669040.500000 Penalty: 5509.481445
	Iteration 4F: 3 clusters Score -6669040 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -6672117.000000 Penalty: 5509.481445
	Iteration 5F: 3 clusters Score -6672117 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -6676206.000000 Penalty: 5509.481445
	Iteration 6F: 3 clusters Score -6676206 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -6680165.500000 Penalty: 5509.481445
	Iteration 7F: 3 clusters Score -6680166 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -6683061.000000 Penalty: 5509.481445
	Iteration 8F: 3 clusters Score -6683061 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -6684632.500000 Penalty: 5509.481445
	Iteration 9Q: 3 clusters Score -6684632 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -6685454.000000 Penalty: 5509.481445
	Iteration 10Q: 3 clusters Score -6685454 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -6685874.000000 Penalty: 5509.481445
	Iteration 11Q: 3 clusters Score -6685874 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -6686059.500000 Penalty: 5509.481445
	Iteration 12Q: 3 clusters Score -6686060 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -6686190.500000 Penalty: 5509.481445
	Iteration 13Q: 3 clusters Score -6686190 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -6686300.500000 Penalty: 5509.481445
	Iteration 14Q: 3 clusters Score -6686300 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -6686415.000000 Penalty: 5509.481445
	Iteration 15Q: 3 clusters Score -6686415 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -6686512.000000 Penalty: 5509.481445
	Iteration 16Q: 3 clusters Score -6686512 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -6686599.000000 Penalty: 5509.481445
	Iteration 17Q: 3 clusters Score -6686599 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -6686736.000000 Penalty: 5509.481445
	Iteration 18Q: 3 clusters Score -6686736 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -6686861.000000 Penalty: 5509.481445
	Iteration 19Q: 3 clusters Score -6686861 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -6687014.500000 Penalty: 5509.481445
	Iteration 20F: 3 clusters Score -6687014 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -6687144.500000 Penalty: 5509.481445
	Iteration 21Q: 3 clusters Score -6687144 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -6687265.500000 Penalty: 5509.481445
	Iteration 22Q: 3 clusters Score -6687266 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -6687425.500000 Penalty: 5509.481445
	Iteration 23Q: 3 clusters Score -6687426 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -6687615.500000 Penalty: 5509.481445
	Iteration 24Q: 3 clusters Score -6687616 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -6687849.500000 Penalty: 5509.481445
	Iteration 25Q: 3 clusters Score -6687850 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -6688188.000000 Penalty: 5509.481445
	Iteration 26Q: 3 clusters Score -6688188 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -6688500.500000 Penalty: 5509.481445
	Iteration 27Q: 3 clusters Score -6688500 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -6688820.500000 Penalty: 5509.481445
	Iteration 28Q: 3 clusters Score -6688820 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -6689076.000000 Penalty: 5509.481445
	Iteration 29Q: 3 clusters Score -6689076 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -6689332.000000 Penalty: 5509.481445
	Iteration 30Q: 3 clusters Score -6689332 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -6689497.000000 Penalty: 5509.481445
	Iteration 31Q: 3 clusters Score -6689497 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -6689650.000000 Penalty: 5509.481445
	Iteration 32Q: 3 clusters Score -6689650 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -6689764.500000 Penalty: 5509.481445
	Iteration 33Q: 3 clusters Score -6689764 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -6689896.000000 Penalty: 5509.481445
	Iteration 34Q: 3 clusters Score -6689896 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -6689984.500000 Penalty: 5509.481445
	Iteration 35Q: 3 clusters Score -6689984 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -6690088.000000 Penalty: 5509.481445
	Iteration 36Q: 3 clusters Score -6690088 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -6690149.000000 Penalty: 5509.481445
	Iteration 37Q: 3 clusters Score -6690149 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -6690198.000000 Penalty: 5509.481445
	Iteration 38Q: 3 clusters Score -6690198 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -6690238.500000 Penalty: 5509.481445
	Iteration 39Q: 3 clusters Score -6690238 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -6690255.500000 Penalty: 5509.481445
	Iteration 40F: 3 clusters Score -6690256 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -6690331.500000 Penalty: 5509.481445
	Iteration 41Q: 3 clusters Score -6690332 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -6690358.000000 Penalty: 5509.481445
	Iteration 42Q: 3 clusters Score -6690358 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -6690396.500000 Penalty: 5509.481445
	Iteration 43Q: 3 clusters Score -6690396 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -6690452.500000 Penalty: 5509.481445
	Iteration 44Q: 3 clusters Score -6690452 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -6690479.000000 Penalty: 5509.481445
	Iteration 45Q: 3 clusters Score -6690479 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -6690508.500000 Penalty: 5509.481445
	Iteration 46Q: 3 clusters Score -6690508 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -6690502.500000 Penalty: 5509.481445
	Iteration 47Q: 3 clusters Score -6690502 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -6690541.500000 Penalty: 5509.481445
	Iteration 48Q: 3 clusters Score -6690542 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -6690541.500000 Penalty: 5509.481445
	Iteration 49Q: 3 clusters Score -6690542 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -6690570.500000 Penalty: 5509.481445
	Iteration 50Q: 3 clusters Score -6690570 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -6690622.000000 Penalty: 5509.481445
	Iteration 51Q: 3 clusters Score -6690622 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -6690631.500000 Penalty: 5509.481445
	Iteration 52Q: 3 clusters Score -6690632 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -6690650.500000 Penalty: 5509.481445
	Iteration 53Q: 3 clusters Score -6690650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -6690672.000000 Penalty: 5509.481445
	Iteration 54Q: 3 clusters Score -6690672 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -6690698.500000 Penalty: 5509.481445
	Iteration 55Q: 3 clusters Score -6690698 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -6690730.500000 Penalty: 5509.481445
	Iteration 56Q: 3 clusters Score -6690730 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -6690742.500000 Penalty: 5509.481445
	Iteration 57Q: 3 clusters Score -6690742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -6690758.500000 Penalty: 5509.481445
	Iteration 58Q: 3 clusters Score -6690758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -6690763.500000 Penalty: 5509.481445
	Iteration 59Q: 3 clusters Score -6690764 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -6690774.500000 Penalty: 5509.481445
	Iteration 60F: 3 clusters Score -6690774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -6690791.500000 Penalty: 5509.481445
	Iteration 61Q: 3 clusters Score -6690792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -6690804.500000 Penalty: 5509.481445
	Iteration 62Q: 3 clusters Score -6690804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -6690808.500000 Penalty: 5509.481445
	Iteration 63Q: 3 clusters Score -6690808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -6690816.000000 Penalty: 5509.481445
	Iteration 64Q: 3 clusters Score -6690816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -6690821.500000 Penalty: 5509.481445
	Iteration 65Q: 3 clusters Score -6690822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -6690837.000000 Penalty: 5509.481445
	Iteration 66Q: 3 clusters Score -6690837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -6690845.500000 Penalty: 5509.481445
	Iteration 67Q: 3 clusters Score -6690846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -6690834.500000 Penalty: 5509.481445
	Iteration 68Q: 3 clusters Score -6690834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6690822.000000 Penalty: 5509.481445
	Iteration 69Q: 3 clusters Score -6690822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -6690817.000000 Penalty: 5509.481445
	Iteration 70Q: 3 clusters Score -6690817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -6690816.000000 Penalty: 5509.481445
	Iteration 71Q: 3 clusters Score -6690816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -6690810.000000 Penalty: 5509.481445
	Iteration 72Q: 3 clusters Score -6690810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -6690806.500000 Penalty: 5509.481445
	Iteration 73Q: 3 clusters Score -6690806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -6690813.500000 Penalty: 5509.481445
	Iteration 74Q: 3 clusters Score -6690814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -6690810.500000 Penalty: 5509.481445
	Iteration 75Q: 3 clusters Score -6690810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -6690802.500000 Penalty: 5509.481445
	Iteration 76Q: 3 clusters Score -6690802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -6690815.500000 Penalty: 5509.481445
	Iteration 77Q: 3 clusters Score -6690816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -6690820.000000 Penalty: 5509.481445
	Iteration 78Q: 3 clusters Score -6690820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -6690810.000000 Penalty: 5509.481445
	Iteration 79Q: 3 clusters Score -6690810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -6690813.500000 Penalty: 5509.481445
	Iteration 80F: 3 clusters Score -6690814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -6690807.500000 Penalty: 5509.481445
	Iteration 81Q: 3 clusters Score -6690808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -6690809.000000 Penalty: 5509.481445
	Iteration 82Q: 3 clusters Score -6690809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -6690806.000000 Penalty: 5509.481445
	Iteration 83Q: 3 clusters Score -6690806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -6690814.000000 Penalty: 5509.481445
	Iteration 84Q: 3 clusters Score -6690814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -6690813.500000 Penalty: 5509.481445
	Iteration 85Q: 3 clusters Score -6690814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -6690815.500000 Penalty: 5509.481445
	Iteration 86Q: 3 clusters Score -6690816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63177 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -6690839.000000 Penalty: 5509.481445
	Iteration 87Q: 3 clusters Score -6690839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -6690842.000000 Penalty: 5509.481445
	Iteration 88Q: 3 clusters Score -6690842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -6690864.000000 Penalty: 5509.481445
	Iteration 89Q: 3 clusters Score -6690864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -6690861.000000 Penalty: 5509.481445
	Iteration 90Q: 3 clusters Score -6690861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -6690860.500000 Penalty: 5509.481445
	Iteration 91Q: 3 clusters Score -6690860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -6690859.000000 Penalty: 5509.481445
	Iteration 92Q: 3 clusters Score -6690859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -6690865.000000 Penalty: 5509.481445
	Iteration 93Q: 3 clusters Score -6690865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63278 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -6690870.000000 Penalty: 5509.481445
	Iteration 94Q: 3 clusters Score -6690870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -6690867.000000 Penalty: 5509.481445
	Iteration 95Q: 3 clusters Score -6690867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -6690868.000000 Penalty: 5509.481445
	Iteration 96Q: 3 clusters Score -6690868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6690863.000000 Penalty: 5509.481445
	Iteration 97Q: 3 clusters Score -6690863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6690863.000000 Penalty: 5509.481445
	Iteration 98F: 3 clusters Score -6690863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Entering Unmasked Estep 
Score: -189767.531250 Penalty: 1884.899780
	Iteration 0F: 2 clusters Score -189767.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -187144.156250 Penalty: 3769.799561
	Iteration 0F: 3 clusters Score -187144.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -187628.156250 Penalty: 3769.799561
	Iteration 1F: 3 clusters Score -187628.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -187753.625000 Penalty: 3769.799561
	Iteration 2F: 3 clusters Score -187753.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -187840.500000 Penalty: 3769.799561
	Iteration 3Q: 3 clusters Score -187840.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -187893.328125 Penalty: 3769.799561
	Iteration 4Q: 3 clusters Score -187893.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -187929.734375 Penalty: 3769.799561
	Iteration 5Q: 3 clusters Score -187929.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -187959.218750 Penalty: 3769.799561
	Iteration 6Q: 3 clusters Score -187959.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -187992.078125 Penalty: 3769.799561
	Iteration 7Q: 3 clusters Score -187992.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -188034.343750 Penalty: 3769.799561
	Iteration 8Q: 3 clusters Score -188034.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -188064.390625 Penalty: 3769.799561
	Iteration 9Q: 3 clusters Score -188064.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -188087.796875 Penalty: 3769.799561
	Iteration 10Q: 3 clusters Score -188087.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -188106.031250 Penalty: 3769.799561
	Iteration 11Q: 3 clusters Score -188106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -188127.265625 Penalty: 3769.799561
	Iteration 12Q: 3 clusters Score -188127.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -188143.500000 Penalty: 3769.799561
	Iteration 13Q: 3 clusters Score -188143.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -188170.750000 Penalty: 3769.799561
	Iteration 14Q: 3 clusters Score -188170.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -188194.437500 Penalty: 3769.799561
	Iteration 15Q: 3 clusters Score -188194.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -188215.093750 Penalty: 3769.799561
	Iteration 16Q: 3 clusters Score -188215.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -188235.140625 Penalty: 3769.799561
	Iteration 17Q: 3 clusters Score -188235.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -188259.500000 Penalty: 3769.799561
	Iteration 18Q: 3 clusters Score -188259.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -188291.062500 Penalty: 3769.799561
	Iteration 19Q: 3 clusters Score -188291.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -188330.671875 Penalty: 3769.799561
	Iteration 20F: 3 clusters Score -188330.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -188387.390625 Penalty: 3769.799561
	Iteration 21Q: 3 clusters Score -188387.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -188445.703125 Penalty: 3769.799561
	Iteration 22Q: 3 clusters Score -188445.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -188482.750000 Penalty: 3769.799561
	Iteration 23Q: 3 clusters Score -188482.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -188505.234375 Penalty: 3769.799561
	Iteration 24Q: 3 clusters Score -188505.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -188523.734375 Penalty: 3769.799561
	Iteration 25Q: 3 clusters Score -188523.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -188540.421875 Penalty: 3769.799561
	Iteration 26Q: 3 clusters Score -188540.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -188556.203125 Penalty: 3769.799561
	Iteration 27Q: 3 clusters Score -188556.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -188565.562500 Penalty: 3769.799561
	Iteration 28Q: 3 clusters Score -188565.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -188575.921875 Penalty: 3769.799561
	Iteration 29Q: 3 clusters Score -188575.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -188587.812500 Penalty: 3769.799561
	Iteration 30Q: 3 clusters Score -188587.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -188598.734375 Penalty: 3769.799561
	Iteration 31Q: 3 clusters Score -188598.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -188612.828125 Penalty: 3769.799561
	Iteration 32Q: 3 clusters Score -188612.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -188627.843750 Penalty: 3769.799561
	Iteration 33Q: 3 clusters Score -188627.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -188636.984375 Penalty: 3769.799561
	Iteration 34Q: 3 clusters Score -188637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -188650.734375 Penalty: 3769.799561
	Iteration 35Q: 3 clusters Score -188650.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -188661.859375 Penalty: 3769.799561
	Iteration 36Q: 3 clusters Score -188661.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -188668.156250 Penalty: 3769.799561
	Iteration 37Q: 3 clusters Score -188668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -188671.750000 Penalty: 3769.799561
	Iteration 38Q: 3 clusters Score -188671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -188672.359375 Penalty: 3769.799561
	Iteration 39Q: 3 clusters Score -188672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -188673.671875 Penalty: 3769.799561
	Iteration 40F: 3 clusters Score -188673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -188675.125000 Penalty: 3769.799561
	Iteration 41Q: 3 clusters Score -188675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -188677.093750 Penalty: 3769.799561
	Iteration 42Q: 3 clusters Score -188677.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -188679.218750 Penalty: 3769.799561
	Iteration 43Q: 3 clusters Score -188679.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -188682.750000 Penalty: 3769.799561
	Iteration 44Q: 3 clusters Score -188682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -188688.062500 Penalty: 3769.799561
	Iteration 45Q: 3 clusters Score -188688.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -188691.000000 Penalty: 3769.799561
	Iteration 46Q: 3 clusters Score -188691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -188693.109375 Penalty: 3769.799561
	Iteration 47Q: 3 clusters Score -188693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -188694.453125 Penalty: 3769.799561
	Iteration 48Q: 3 clusters Score -188694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -188695.984375 Penalty: 3769.799561
	Iteration 49Q: 3 clusters Score -188696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -188695.921875 Penalty: 3769.799561
	Iteration 50Q: 3 clusters Score -188695.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -188696.234375 Penalty: 3769.799561
	Iteration 51Q: 3 clusters Score -188696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -188696.234375 Penalty: 3769.799561
	Iteration 52F: 3 clusters Score -188696.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Entering Unmasked Estep 
Score: -2732964.000000 Penalty: 2539.899658
	Iteration 0F: 2 clusters Score -2732964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2713599.500000 Penalty: 5079.799316
	Iteration 0F: 3 clusters Score -2713600 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2720527.500000 Penalty: 5079.799316
	Iteration 1F: 3 clusters Score -2720528 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2720964.000000 Penalty: 5079.799316
	Iteration 2Q: 3 clusters Score -2720964 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2721346.500000 Penalty: 5079.799316
	Iteration 3Q: 3 clusters Score -2721346 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2721715.500000 Penalty: 5079.799316
	Iteration 4Q: 3 clusters Score -2721716 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2722054.500000 Penalty: 5079.799316
	Iteration 5Q: 3 clusters Score -2722054 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2722399.250000 Penalty: 5079.799316
	Iteration 6Q: 3 clusters Score -2722399 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2722785.750000 Penalty: 5079.799316
	Iteration 7Q: 3 clusters Score -2722786 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2723136.000000 Penalty: 5079.799316
	Iteration 8Q: 3 clusters Score -2723136 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2723504.500000 Penalty: 5079.799316
	Iteration 9Q: 3 clusters Score -2723504 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2723880.250000 Penalty: 5079.799316
	Iteration 10Q: 3 clusters Score -2723880 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2724234.000000 Penalty: 5079.799316
	Iteration 11Q: 3 clusters Score -2724234 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2724615.750000 Penalty: 5079.799316
	Iteration 12Q: 3 clusters Score -2724616 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2725042.250000 Penalty: 5079.799316
	Iteration 13Q: 3 clusters Score -2725042 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2725476.500000 Penalty: 5079.799316
	Iteration 14Q: 3 clusters Score -2725476 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2725925.500000 Penalty: 5079.799316
	Iteration 15Q: 3 clusters Score -2725926 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2726408.750000 Penalty: 5079.799316
	Iteration 16Q: 3 clusters Score -2726409 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2726891.000000 Penalty: 5079.799316
	Iteration 17Q: 3 clusters Score -2726891 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2727256.750000 Penalty: 5079.799316
	Iteration 18Q: 3 clusters Score -2727257 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2727520.500000 Penalty: 5079.799316
	Iteration 19Q: 3 clusters Score -2727520 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2727692.250000 Penalty: 5079.799316
	Iteration 20F: 3 clusters Score -2727692 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2727830.250000 Penalty: 5079.799316
	Iteration 21Q: 3 clusters Score -2727830 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2727926.000000 Penalty: 5079.799316
	Iteration 22Q: 3 clusters Score -2727926 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2728017.500000 Penalty: 5079.799316
	Iteration 23Q: 3 clusters Score -2728018 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2728110.750000 Penalty: 5079.799316
	Iteration 24Q: 3 clusters Score -2728111 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2728182.500000 Penalty: 5079.799316
	Iteration 25Q: 3 clusters Score -2728182 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2728270.000000 Penalty: 5079.799316
	Iteration 26Q: 3 clusters Score -2728270 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2728343.000000 Penalty: 5079.799316
	Iteration 27Q: 3 clusters Score -2728343 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2728429.750000 Penalty: 5079.799316
	Iteration 28Q: 3 clusters Score -2728430 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2728493.250000 Penalty: 5079.799316
	Iteration 29Q: 3 clusters Score -2728493 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2728558.000000 Penalty: 5079.799316
	Iteration 30Q: 3 clusters Score -2728558 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2728628.500000 Penalty: 5079.799316
	Iteration 31Q: 3 clusters Score -2728628 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2728667.500000 Penalty: 5079.799316
	Iteration 32Q: 3 clusters Score -2728668 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2728708.000000 Penalty: 5079.799316
	Iteration 33Q: 3 clusters Score -2728708 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2728749.250000 Penalty: 5079.799316
	Iteration 34Q: 3 clusters Score -2728749 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2728792.250000 Penalty: 5079.799316
	Iteration 35Q: 3 clusters Score -2728792 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2728823.250000 Penalty: 5079.799316
	Iteration 36Q: 3 clusters Score -2728823 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2728848.000000 Penalty: 5079.799316
	Iteration 37Q: 3 clusters Score -2728848 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2728861.750000 Penalty: 5079.799316
	Iteration 38Q: 3 clusters Score -2728862 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2728877.500000 Penalty: 5079.799316
	Iteration 39Q: 3 clusters Score -2728878 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2728897.750000 Penalty: 5079.799316
	Iteration 40F: 3 clusters Score -2728898 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2728902.250000 Penalty: 5079.799316
	Iteration 41Q: 3 clusters Score -2728902 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2728917.250000 Penalty: 5079.799316
	Iteration 42Q: 3 clusters Score -2728917 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2728933.250000 Penalty: 5079.799316
	Iteration 43Q: 3 clusters Score -2728933 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2728957.500000 Penalty: 5079.799316
	Iteration 44Q: 3 clusters Score -2728958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2728963.250000 Penalty: 5079.799316
	Iteration 45Q: 3 clusters Score -2728963 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2729012.250000 Penalty: 5079.799316
	Iteration 46Q: 3 clusters Score -2729012 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2729035.750000 Penalty: 5079.799316
	Iteration 47Q: 3 clusters Score -2729036 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2729061.250000 Penalty: 5079.799316
	Iteration 48Q: 3 clusters Score -2729061 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2729104.500000 Penalty: 5079.799316
	Iteration 49Q: 3 clusters Score -2729104 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2729133.250000 Penalty: 5079.799316
	Iteration 50Q: 3 clusters Score -2729133 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2729173.250000 Penalty: 5079.799316
	Iteration 51Q: 3 clusters Score -2729173 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2729202.000000 Penalty: 5079.799316
	Iteration 52Q: 3 clusters Score -2729202 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2729247.750000 Penalty: 5079.799316
	Iteration 53Q: 3 clusters Score -2729248 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2729292.750000 Penalty: 5079.799316
	Iteration 54Q: 3 clusters Score -2729293 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2729355.000000 Penalty: 5079.799316
	Iteration 55Q: 3 clusters Score -2729355 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2729391.000000 Penalty: 5079.799316
	Iteration 56Q: 3 clusters Score -2729391 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2729429.000000 Penalty: 5079.799316
	Iteration 57Q: 3 clusters Score -2729429 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2729445.750000 Penalty: 5079.799316
	Iteration 58Q: 3 clusters Score -2729446 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2729494.750000 Penalty: 5079.799316
	Iteration 59Q: 3 clusters Score -2729495 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2729524.500000 Penalty: 5079.799316
	Iteration 60F: 3 clusters Score -2729524 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2729544.500000 Penalty: 5079.799316
	Iteration 61Q: 3 clusters Score -2729544 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2729565.000000 Penalty: 5079.799316
	Iteration 62Q: 3 clusters Score -2729565 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2729594.000000 Penalty: 5079.799316
	Iteration 63Q: 3 clusters Score -2729594 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2729614.750000 Penalty: 5079.799316
	Iteration 64Q: 3 clusters Score -2729615 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2729625.500000 Penalty: 5079.799316
	Iteration 65Q: 3 clusters Score -2729626 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2729634.250000 Penalty: 5079.799316
	Iteration 66Q: 3 clusters Score -2729634 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2729656.500000 Penalty: 5079.799316
	Iteration 67Q: 3 clusters Score -2729656 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2729673.750000 Penalty: 5079.799316
	Iteration 68Q: 3 clusters Score -2729674 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2729679.250000 Penalty: 5079.799316
	Iteration 69Q: 3 clusters Score -2729679 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2729690.750000 Penalty: 5079.799316
	Iteration 70Q: 3 clusters Score -2729691 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2729707.750000 Penalty: 5079.799316
	Iteration 71Q: 3 clusters Score -2729708 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2729707.750000 Penalty: 5079.799316
	Iteration 72Q: 3 clusters Score -2729708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2729717.750000 Penalty: 5079.799316
	Iteration 73Q: 3 clusters Score -2729718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2729726.750000 Penalty: 5079.799316
	Iteration 74Q: 3 clusters Score -2729727 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2729719.250000 Penalty: 5079.799316
	Iteration 75Q: 3 clusters Score -2729719 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2729743.000000 Penalty: 5079.799316
	Iteration 76Q: 3 clusters Score -2729743 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2729747.250000 Penalty: 5079.799316
	Iteration 77Q: 3 clusters Score -2729747 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2729764.750000 Penalty: 5079.799316
	Iteration 78Q: 3 clusters Score -2729765 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2729765.250000 Penalty: 5079.799316
	Iteration 79Q: 3 clusters Score -2729765 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2729772.500000 Penalty: 5079.799316
	Iteration 80F: 3 clusters Score -2729772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2729775.000000 Penalty: 5079.799316
	Iteration 81Q: 3 clusters Score -2729775 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2729784.250000 Penalty: 5079.799316
	Iteration 82Q: 3 clusters Score -2729784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2729787.750000 Penalty: 5079.799316
	Iteration 83Q: 3 clusters Score -2729788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2729791.500000 Penalty: 5079.799316
	Iteration 84Q: 3 clusters Score -2729792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2729804.250000 Penalty: 5079.799316
	Iteration 85Q: 3 clusters Score -2729804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2729818.500000 Penalty: 5079.799316
	Iteration 86Q: 3 clusters Score -2729818 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2729830.000000 Penalty: 5079.799316
	Iteration 87Q: 3 clusters Score -2729830 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2729842.000000 Penalty: 5079.799316
	Iteration 88Q: 3 clusters Score -2729842 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2729850.250000 Penalty: 5079.799316
	Iteration 89Q: 3 clusters Score -2729850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2729852.000000 Penalty: 5079.799316
	Iteration 90Q: 3 clusters Score -2729852 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2729870.750000 Penalty: 5079.799316
	Iteration 91Q: 3 clusters Score -2729871 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2729911.000000 Penalty: 5079.799316
	Iteration 92Q: 3 clusters Score -2729911 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2729933.000000 Penalty: 5079.799316
	Iteration 93Q: 3 clusters Score -2729933 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2729962.000000 Penalty: 5079.799316
	Iteration 94Q: 3 clusters Score -2729962 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2730016.250000 Penalty: 5079.799316
	Iteration 95Q: 3 clusters Score -2730016 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2730048.500000 Penalty: 5079.799316
	Iteration 96Q: 3 clusters Score -2730048 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2730091.750000 Penalty: 5079.799316
	Iteration 97Q: 3 clusters Score -2730092 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2730112.750000 Penalty: 5079.799316
	Iteration 98Q: 3 clusters Score -2730113 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2730146.750000 Penalty: 5079.799316
	Iteration 99Q: 3 clusters Score -2730147 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2730177.000000 Penalty: 5079.799316
	Iteration 100F: 3 clusters Score -2730177 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2730220.250000 Penalty: 5079.799316
	Iteration 101Q: 3 clusters Score -2730220 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2730238.000000 Penalty: 5079.799316
	Iteration 102Q: 3 clusters Score -2730238 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2730274.750000 Penalty: 5079.799316
	Iteration 103Q: 3 clusters Score -2730275 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2730293.500000 Penalty: 5079.799316
	Iteration 104Q: 3 clusters Score -2730294 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2730327.750000 Penalty: 5079.799316
	Iteration 105Q: 3 clusters Score -2730328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2730355.000000 Penalty: 5079.799316
	Iteration 106Q: 3 clusters Score -2730355 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2730376.750000 Penalty: 5079.799316
	Iteration 107Q: 3 clusters Score -2730377 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2730403.250000 Penalty: 5079.799316
	Iteration 108Q: 3 clusters Score -2730403 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2730435.750000 Penalty: 5079.799316
	Iteration 109Q: 3 clusters Score -2730436 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2730450.500000 Penalty: 5079.799316
	Iteration 110Q: 3 clusters Score -2730450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2730466.250000 Penalty: 5079.799316
	Iteration 111Q: 3 clusters Score -2730466 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2730487.750000 Penalty: 5079.799316
	Iteration 112Q: 3 clusters Score -2730488 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2730505.000000 Penalty: 5079.799316
	Iteration 113Q: 3 clusters Score -2730505 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2730534.000000 Penalty: 5079.799316
	Iteration 114Q: 3 clusters Score -2730534 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2730555.250000 Penalty: 5079.799316
	Iteration 115Q: 3 clusters Score -2730555 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2730578.750000 Penalty: 5079.799316
	Iteration 116Q: 3 clusters Score -2730579 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2730591.250000 Penalty: 5079.799316
	Iteration 117Q: 3 clusters Score -2730591 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2730605.250000 Penalty: 5079.799316
	Iteration 118Q: 3 clusters Score -2730605 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2730637.750000 Penalty: 5079.799316
	Iteration 119Q: 3 clusters Score -2730638 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2730654.500000 Penalty: 5079.799316
	Iteration 120F: 3 clusters Score -2730654 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2730665.000000 Penalty: 5079.799316
	Iteration 121Q: 3 clusters Score -2730665 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2730693.000000 Penalty: 5079.799316
	Iteration 122Q: 3 clusters Score -2730693 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2730705.250000 Penalty: 5079.799316
	Iteration 123Q: 3 clusters Score -2730705 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2730729.250000 Penalty: 5079.799316
	Iteration 124Q: 3 clusters Score -2730729 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2730757.250000 Penalty: 5079.799316
	Iteration 125Q: 3 clusters Score -2730757 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2730775.250000 Penalty: 5079.799316
	Iteration 126Q: 3 clusters Score -2730775 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2730794.500000 Penalty: 5079.799316
	Iteration 127Q: 3 clusters Score -2730794 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2730813.000000 Penalty: 5079.799316
	Iteration 128Q: 3 clusters Score -2730813 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2730832.000000 Penalty: 5079.799316
	Iteration 129Q: 3 clusters Score -2730832 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2730836.750000 Penalty: 5079.799316
	Iteration 130Q: 3 clusters Score -2730837 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2730846.500000 Penalty: 5079.799316
	Iteration 131Q: 3 clusters Score -2730846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2730856.000000 Penalty: 5079.799316
	Iteration 132Q: 3 clusters Score -2730856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2730867.750000 Penalty: 5079.799316
	Iteration 133Q: 3 clusters Score -2730868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2730889.000000 Penalty: 5079.799316
	Iteration 134Q: 3 clusters Score -2730889 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2730892.750000 Penalty: 5079.799316
	Iteration 135Q: 3 clusters Score -2730893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2730900.750000 Penalty: 5079.799316
	Iteration 136Q: 3 clusters Score -2730901 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2730902.000000 Penalty: 5079.799316
	Iteration 137Q: 3 clusters Score -2730902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2730899.500000 Penalty: 5079.799316
	Iteration 138Q: 3 clusters Score -2730900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2730907.000000 Penalty: 5079.799316
	Iteration 139Q: 3 clusters Score -2730907 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2730925.750000 Penalty: 5079.799316
	Iteration 140F: 3 clusters Score -2730926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2730939.750000 Penalty: 5079.799316
	Iteration 141Q: 3 clusters Score -2730940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2730944.500000 Penalty: 5079.799316
	Iteration 142Q: 3 clusters Score -2730944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2730939.500000 Penalty: 5079.799316
	Iteration 143Q: 3 clusters Score -2730940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2730946.500000 Penalty: 5079.799316
	Iteration 144Q: 3 clusters Score -2730946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2730949.000000 Penalty: 5079.799316
	Iteration 145Q: 3 clusters Score -2730949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2730954.500000 Penalty: 5079.799316
	Iteration 146Q: 3 clusters Score -2730954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2730949.750000 Penalty: 5079.799316
	Iteration 147Q: 3 clusters Score -2730950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2730961.250000 Penalty: 5079.799316
	Iteration 148Q: 3 clusters Score -2730961 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2730968.500000 Penalty: 5079.799316
	Iteration 149Q: 3 clusters Score -2730968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2730980.500000 Penalty: 5079.799316
	Iteration 150Q: 3 clusters Score -2730980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2730975.750000 Penalty: 5079.799316
	Iteration 151Q: 3 clusters Score -2730976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2730985.500000 Penalty: 5079.799316
	Iteration 152Q: 3 clusters Score -2730986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2730984.750000 Penalty: 5079.799316
	Iteration 153Q: 3 clusters Score -2730985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2730998.000000 Penalty: 5079.799316
	Iteration 154Q: 3 clusters Score -2730998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2730999.500000 Penalty: 5079.799316
	Iteration 155Q: 3 clusters Score -2731000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2731011.750000 Penalty: 5079.799316
	Iteration 156Q: 3 clusters Score -2731012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2731017.250000 Penalty: 5079.799316
	Iteration 157Q: 3 clusters Score -2731017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2731024.500000 Penalty: 5079.799316
	Iteration 158Q: 3 clusters Score -2731024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2731034.000000 Penalty: 5079.799316
	Iteration 159Q: 3 clusters Score -2731034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2731033.250000 Penalty: 5079.799316
	Iteration 160F: 3 clusters Score -2731033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2731047.750000 Penalty: 5079.799316
	Iteration 161Q: 3 clusters Score -2731048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2731048.750000 Penalty: 5079.799316
	Iteration 162Q: 3 clusters Score -2731049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2731044.250000 Penalty: 5079.799316
	Iteration 163Q: 3 clusters Score -2731044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2731051.000000 Penalty: 5079.799316
	Iteration 164Q: 3 clusters Score -2731051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2731047.000000 Penalty: 5079.799316
	Iteration 165Q: 3 clusters Score -2731047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2731051.500000 Penalty: 5079.799316
	Iteration 166Q: 3 clusters Score -2731052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2731055.750000 Penalty: 5079.799316
	Iteration 167Q: 3 clusters Score -2731056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2731060.750000 Penalty: 5079.799316
	Iteration 168Q: 3 clusters Score -2731061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2731061.500000 Penalty: 5079.799316
	Iteration 169Q: 3 clusters Score -2731062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2731062.750000 Penalty: 5079.799316
	Iteration 170Q: 3 clusters Score -2731063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2731068.000000 Penalty: 5079.799316
	Iteration 171Q: 3 clusters Score -2731068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2731075.500000 Penalty: 5079.799316
	Iteration 172Q: 3 clusters Score -2731076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2731081.750000 Penalty: 5079.799316
	Iteration 173Q: 3 clusters Score -2731082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2731088.500000 Penalty: 5079.799316
	Iteration 174Q: 3 clusters Score -2731088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2731093.250000 Penalty: 5079.799316
	Iteration 175Q: 3 clusters Score -2731093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2731087.250000 Penalty: 5079.799316
	Iteration 176Q: 3 clusters Score -2731087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2731094.500000 Penalty: 5079.799316
	Iteration 177Q: 3 clusters Score -2731094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2731099.000000 Penalty: 5079.799316
	Iteration 178Q: 3 clusters Score -2731099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2731106.250000 Penalty: 5079.799316
	Iteration 179Q: 3 clusters Score -2731106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2731107.500000 Penalty: 5079.799316
	Iteration 180F: 3 clusters Score -2731108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2731110.750000 Penalty: 5079.799316
	Iteration 181Q: 3 clusters Score -2731111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2731112.750000 Penalty: 5079.799316
	Iteration 182Q: 3 clusters Score -2731113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2731103.500000 Penalty: 5079.799316
	Iteration 183Q: 3 clusters Score -2731104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2731111.000000 Penalty: 5079.799316
	Iteration 184Q: 3 clusters Score -2731111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2731126.000000 Penalty: 5079.799316
	Iteration 185Q: 3 clusters Score -2731126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2731122.750000 Penalty: 5079.799316
	Iteration 186Q: 3 clusters Score -2731123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2731120.750000 Penalty: 5079.799316
	Iteration 187Q: 3 clusters Score -2731121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2731121.500000 Penalty: 5079.799316
	Iteration 188Q: 3 clusters Score -2731122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2731125.500000 Penalty: 5079.799316
	Iteration 189Q: 3 clusters Score -2731126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2731132.500000 Penalty: 5079.799316
	Iteration 190Q: 3 clusters Score -2731132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2731135.750000 Penalty: 5079.799316
	Iteration 191Q: 3 clusters Score -2731136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2731139.750000 Penalty: 5079.799316
	Iteration 192Q: 3 clusters Score -2731140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2731142.750000 Penalty: 5079.799316
	Iteration 193Q: 3 clusters Score -2731143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2731135.500000 Penalty: 5079.799316
	Iteration 194Q: 3 clusters Score -2731136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2731143.250000 Penalty: 5079.799316
	Iteration 195Q: 3 clusters Score -2731143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2731143.250000 Penalty: 5079.799316
	Iteration 196Q: 3 clusters Score -2731143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2731145.750000 Penalty: 5079.799316
	Iteration 197Q: 3 clusters Score -2731146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2731150.750000 Penalty: 5079.799316
	Iteration 198Q: 3 clusters Score -2731151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2731153.000000 Penalty: 5079.799316
	Iteration 199Q: 3 clusters Score -2731153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2731150.250000 Penalty: 5079.799316
	Iteration 200F: 3 clusters Score -2731150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2731155.750000 Penalty: 5079.799316
	Iteration 201Q: 3 clusters Score -2731156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2731154.750000 Penalty: 5079.799316
	Iteration 202Q: 3 clusters Score -2731155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2731154.250000 Penalty: 5079.799316
	Iteration 203Q: 3 clusters Score -2731154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2731156.250000 Penalty: 5079.799316
	Iteration 204Q: 3 clusters Score -2731156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2731166.000000 Penalty: 5079.799316
	Iteration 205Q: 3 clusters Score -2731166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2731166.750000 Penalty: 5079.799316
	Iteration 206Q: 3 clusters Score -2731167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2731165.250000 Penalty: 5079.799316
	Iteration 207Q: 3 clusters Score -2731165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2731166.750000 Penalty: 5079.799316
	Iteration 208Q: 3 clusters Score -2731167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2731169.750000 Penalty: 5079.799316
	Iteration 209Q: 3 clusters Score -2731170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2731169.250000 Penalty: 5079.799316
	Iteration 210Q: 3 clusters Score -2731169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2731174.750000 Penalty: 5079.799316
	Iteration 211Q: 3 clusters Score -2731175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2731172.250000 Penalty: 5079.799316
	Iteration 212Q: 3 clusters Score -2731172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2731174.750000 Penalty: 5079.799316
	Iteration 213Q: 3 clusters Score -2731175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2731176.000000 Penalty: 5079.799316
	Iteration 214Q: 3 clusters Score -2731176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2731180.250000 Penalty: 5079.799316
	Iteration 215Q: 3 clusters Score -2731180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2731177.750000 Penalty: 5079.799316
	Iteration 216Q: 3 clusters Score -2731178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2731179.250000 Penalty: 5079.799316
	Iteration 217Q: 3 clusters Score -2731179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2731177.750000 Penalty: 5079.799316
	Iteration 218Q: 3 clusters Score -2731178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2731180.250000 Penalty: 5079.799316
	Iteration 219Q: 3 clusters Score -2731180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2731177.000000 Penalty: 5079.799316
	Iteration 220F: 3 clusters Score -2731177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2731177.000000 Penalty: 5079.799316
	Iteration 221Q: 3 clusters Score -2731177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2731181.000000 Penalty: 5079.799316
	Iteration 222Q: 3 clusters Score -2731181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2731184.500000 Penalty: 5079.799316
	Iteration 223Q: 3 clusters Score -2731184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2731181.500000 Penalty: 5079.799316
	Iteration 224Q: 3 clusters Score -2731182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2731183.250000 Penalty: 5079.799316
	Iteration 225Q: 3 clusters Score -2731183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2731183.500000 Penalty: 5079.799316
	Iteration 226Q: 3 clusters Score -2731184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2731186.000000 Penalty: 5079.799316
	Iteration 227Q: 3 clusters Score -2731186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2731184.500000 Penalty: 5079.799316
	Iteration 228Q: 3 clusters Score -2731184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2731190.250000 Penalty: 5079.799316
	Iteration 229Q: 3 clusters Score -2731190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2731186.750000 Penalty: 5079.799316
	Iteration 230Q: 3 clusters Score -2731187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2731191.500000 Penalty: 5079.799316
	Iteration 231Q: 3 clusters Score -2731192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2731192.000000 Penalty: 5079.799316
	Iteration 232Q: 3 clusters Score -2731192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2731196.500000 Penalty: 5079.799316
	Iteration 233Q: 3 clusters Score -2731196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2731197.000000 Penalty: 5079.799316
	Iteration 234Q: 3 clusters Score -2731197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2731196.500000 Penalty: 5079.799316
	Iteration 235Q: 3 clusters Score -2731196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2731199.000000 Penalty: 5079.799316
	Iteration 236Q: 3 clusters Score -2731199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2731196.250000 Penalty: 5079.799316
	Iteration 237Q: 3 clusters Score -2731196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2731195.500000 Penalty: 5079.799316
	Iteration 238Q: 3 clusters Score -2731196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2731199.250000 Penalty: 5079.799316
	Iteration 239Q: 3 clusters Score -2731199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2731196.750000 Penalty: 5079.799316
	Iteration 240F: 3 clusters Score -2731197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2731199.000000 Penalty: 5079.799316
	Iteration 241Q: 3 clusters Score -2731199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2731193.500000 Penalty: 5079.799316
	Iteration 242Q: 3 clusters Score -2731194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2731196.750000 Penalty: 5079.799316
	Iteration 243Q: 3 clusters Score -2731197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2731196.750000 Penalty: 5079.799316
	Iteration 244F: 3 clusters Score -2731197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Entering Unmasked Estep 
Score: -2413825.750000 Penalty: 2521.969238
	Iteration 0F: 2 clusters Score -2413826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2395715.750000 Penalty: 5043.938477
	Iteration 0F: 3 clusters Score -2395716 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2402177.500000 Penalty: 5043.938477
	Iteration 1F: 3 clusters Score -2402178 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2402833.250000 Penalty: 5043.938477
	Iteration 2F: 3 clusters Score -2402833 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2403404.250000 Penalty: 5043.938477
	Iteration 3F: 3 clusters Score -2403404 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2403948.750000 Penalty: 5043.938477
	Iteration 4Q: 3 clusters Score -2403949 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2404558.000000 Penalty: 5043.938477
	Iteration 5Q: 3 clusters Score -2404558 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2405318.250000 Penalty: 5043.938477
	Iteration 6Q: 3 clusters Score -2405318 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2406231.750000 Penalty: 5043.938477
	Iteration 7F: 3 clusters Score -2406232 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2407093.000000 Penalty: 5043.938477
	Iteration 8F: 3 clusters Score -2407093 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2407919.500000 Penalty: 5043.938477
	Iteration 9F: 3 clusters Score -2407920 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2408585.750000 Penalty: 5043.938477
	Iteration 10Q: 3 clusters Score -2408586 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2409081.000000 Penalty: 5043.938477
	Iteration 11Q: 3 clusters Score -2409081 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2409403.750000 Penalty: 5043.938477
	Iteration 12Q: 3 clusters Score -2409404 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2409671.250000 Penalty: 5043.938477
	Iteration 13Q: 3 clusters Score -2409671 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2409854.750000 Penalty: 5043.938477
	Iteration 14Q: 3 clusters Score -2409855 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2410006.250000 Penalty: 5043.938477
	Iteration 15Q: 3 clusters Score -2410006 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2410135.000000 Penalty: 5043.938477
	Iteration 16Q: 3 clusters Score -2410135 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2410233.500000 Penalty: 5043.938477
	Iteration 17Q: 3 clusters Score -2410234 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2410317.500000 Penalty: 5043.938477
	Iteration 18Q: 3 clusters Score -2410318 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2410397.750000 Penalty: 5043.938477
	Iteration 19Q: 3 clusters Score -2410398 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2410462.000000 Penalty: 5043.938477
	Iteration 20F: 3 clusters Score -2410462 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2410540.000000 Penalty: 5043.938477
	Iteration 21Q: 3 clusters Score -2410540 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2410595.000000 Penalty: 5043.938477
	Iteration 22Q: 3 clusters Score -2410595 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2410635.750000 Penalty: 5043.938477
	Iteration 23Q: 3 clusters Score -2410636 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2410666.750000 Penalty: 5043.938477
	Iteration 24Q: 3 clusters Score -2410667 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2410696.750000 Penalty: 5043.938477
	Iteration 25Q: 3 clusters Score -2410697 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2410738.250000 Penalty: 5043.938477
	Iteration 26Q: 3 clusters Score -2410738 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2410791.750000 Penalty: 5043.938477
	Iteration 27Q: 3 clusters Score -2410792 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2410842.000000 Penalty: 5043.938477
	Iteration 28Q: 3 clusters Score -2410842 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2410879.750000 Penalty: 5043.938477
	Iteration 29Q: 3 clusters Score -2410880 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2410925.250000 Penalty: 5043.938477
	Iteration 30Q: 3 clusters Score -2410925 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2410978.000000 Penalty: 5043.938477
	Iteration 31Q: 3 clusters Score -2410978 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2411031.000000 Penalty: 5043.938477
	Iteration 32Q: 3 clusters Score -2411031 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2411055.250000 Penalty: 5043.938477
	Iteration 33Q: 3 clusters Score -2411055 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2411100.000000 Penalty: 5043.938477
	Iteration 34Q: 3 clusters Score -2411100 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2411144.500000 Penalty: 5043.938477
	Iteration 35Q: 3 clusters Score -2411144 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2411177.000000 Penalty: 5043.938477
	Iteration 36Q: 3 clusters Score -2411177 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2411203.750000 Penalty: 5043.938477
	Iteration 37Q: 3 clusters Score -2411204 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2411241.000000 Penalty: 5043.938477
	Iteration 38Q: 3 clusters Score -2411241 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2411271.500000 Penalty: 5043.938477
	Iteration 39Q: 3 clusters Score -2411272 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2411294.000000 Penalty: 5043.938477
	Iteration 40F: 3 clusters Score -2411294 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2411302.500000 Penalty: 5043.938477
	Iteration 41Q: 3 clusters Score -2411302 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2411320.000000 Penalty: 5043.938477
	Iteration 42Q: 3 clusters Score -2411320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2411344.750000 Penalty: 5043.938477
	Iteration 43Q: 3 clusters Score -2411345 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2411355.500000 Penalty: 5043.938477
	Iteration 44Q: 3 clusters Score -2411356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2411368.750000 Penalty: 5043.938477
	Iteration 45Q: 3 clusters Score -2411369 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2411388.000000 Penalty: 5043.938477
	Iteration 46Q: 3 clusters Score -2411388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2411390.500000 Penalty: 5043.938477
	Iteration 47Q: 3 clusters Score -2411390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2411408.000000 Penalty: 5043.938477
	Iteration 48Q: 3 clusters Score -2411408 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2411424.750000 Penalty: 5043.938477
	Iteration 49Q: 3 clusters Score -2411425 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2411438.750000 Penalty: 5043.938477
	Iteration 50Q: 3 clusters Score -2411439 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2411448.750000 Penalty: 5043.938477
	Iteration 51Q: 3 clusters Score -2411449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2411462.500000 Penalty: 5043.938477
	Iteration 52Q: 3 clusters Score -2411462 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2411470.250000 Penalty: 5043.938477
	Iteration 53Q: 3 clusters Score -2411470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2411475.000000 Penalty: 5043.938477
	Iteration 54Q: 3 clusters Score -2411475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2411477.500000 Penalty: 5043.938477
	Iteration 55Q: 3 clusters Score -2411478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2411489.250000 Penalty: 5043.938477
	Iteration 56Q: 3 clusters Score -2411489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2411490.000000 Penalty: 5043.938477
	Iteration 57Q: 3 clusters Score -2411490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2411489.250000 Penalty: 5043.938477
	Iteration 58Q: 3 clusters Score -2411489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2411491.250000 Penalty: 5043.938477
	Iteration 59Q: 3 clusters Score -2411491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2411496.750000 Penalty: 5043.938477
	Iteration 60F: 3 clusters Score -2411497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2411494.250000 Penalty: 5043.938477
	Iteration 61Q: 3 clusters Score -2411494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2411503.000000 Penalty: 5043.938477
	Iteration 62Q: 3 clusters Score -2411503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2411506.000000 Penalty: 5043.938477
	Iteration 63Q: 3 clusters Score -2411506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2411503.750000 Penalty: 5043.938477
	Iteration 64Q: 3 clusters Score -2411504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2411505.750000 Penalty: 5043.938477
	Iteration 65Q: 3 clusters Score -2411506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2411516.750000 Penalty: 5043.938477
	Iteration 66Q: 3 clusters Score -2411517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2411516.500000 Penalty: 5043.938477
	Iteration 67Q: 3 clusters Score -2411516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2411514.250000 Penalty: 5043.938477
	Iteration 68Q: 3 clusters Score -2411514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2411520.250000 Penalty: 5043.938477
	Iteration 69Q: 3 clusters Score -2411520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2411531.250000 Penalty: 5043.938477
	Iteration 70Q: 3 clusters Score -2411531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2411531.500000 Penalty: 5043.938477
	Iteration 71Q: 3 clusters Score -2411532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2411540.000000 Penalty: 5043.938477
	Iteration 72Q: 3 clusters Score -2411540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2411545.000000 Penalty: 5043.938477
	Iteration 73Q: 3 clusters Score -2411545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2411545.500000 Penalty: 5043.938477
	Iteration 74Q: 3 clusters Score -2411546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2411544.500000 Penalty: 5043.938477
	Iteration 75Q: 3 clusters Score -2411544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2411542.500000 Penalty: 5043.938477
	Iteration 76Q: 3 clusters Score -2411542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2411544.250000 Penalty: 5043.938477
	Iteration 77Q: 3 clusters Score -2411544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2411550.750000 Penalty: 5043.938477
	Iteration 78Q: 3 clusters Score -2411551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2411558.500000 Penalty: 5043.938477
	Iteration 79Q: 3 clusters Score -2411558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2411561.500000 Penalty: 5043.938477
	Iteration 80F: 3 clusters Score -2411562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2411560.000000 Penalty: 5043.938477
	Iteration 81Q: 3 clusters Score -2411560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2411566.500000 Penalty: 5043.938477
	Iteration 82Q: 3 clusters Score -2411566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2411566.250000 Penalty: 5043.938477
	Iteration 83Q: 3 clusters Score -2411566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2411581.500000 Penalty: 5043.938477
	Iteration 84Q: 3 clusters Score -2411582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2411586.250000 Penalty: 5043.938477
	Iteration 85Q: 3 clusters Score -2411586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2411589.250000 Penalty: 5043.938477
	Iteration 86Q: 3 clusters Score -2411589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2411598.750000 Penalty: 5043.938477
	Iteration 87Q: 3 clusters Score -2411599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2411606.750000 Penalty: 5043.938477
	Iteration 88Q: 3 clusters Score -2411607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2411607.500000 Penalty: 5043.938477
	Iteration 89Q: 3 clusters Score -2411608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2411612.000000 Penalty: 5043.938477
	Iteration 90Q: 3 clusters Score -2411612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2411609.500000 Penalty: 5043.938477
	Iteration 91Q: 3 clusters Score -2411610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2411615.500000 Penalty: 5043.938477
	Iteration 92Q: 3 clusters Score -2411616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2411613.750000 Penalty: 5043.938477
	Iteration 93Q: 3 clusters Score -2411614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2411613.750000 Penalty: 5043.938477
	Iteration 94Q: 3 clusters Score -2411614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2411618.000000 Penalty: 5043.938477
	Iteration 95Q: 3 clusters Score -2411618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2411622.000000 Penalty: 5043.938477
	Iteration 96Q: 3 clusters Score -2411622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2411616.750000 Penalty: 5043.938477
	Iteration 97Q: 3 clusters Score -2411617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2411617.250000 Penalty: 5043.938477
	Iteration 98Q: 3 clusters Score -2411617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2411619.250000 Penalty: 5043.938477
	Iteration 99Q: 3 clusters Score -2411619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2411622.250000 Penalty: 5043.938477
	Iteration 100F: 3 clusters Score -2411622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2411626.250000 Penalty: 5043.938477
	Iteration 101Q: 3 clusters Score -2411626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2411624.250000 Penalty: 5043.938477
	Iteration 102Q: 3 clusters Score -2411624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2411622.750000 Penalty: 5043.938477
	Iteration 103Q: 3 clusters Score -2411623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2411624.250000 Penalty: 5043.938477
	Iteration 104Q: 3 clusters Score -2411624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2411620.500000 Penalty: 5043.938477
	Iteration 105Q: 3 clusters Score -2411620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2411626.250000 Penalty: 5043.938477
	Iteration 106Q: 3 clusters Score -2411626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2411625.000000 Penalty: 5043.938477
	Iteration 107Q: 3 clusters Score -2411625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2411626.250000 Penalty: 5043.938477
	Iteration 108Q: 3 clusters Score -2411626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2411632.250000 Penalty: 5043.938477
	Iteration 109Q: 3 clusters Score -2411632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2411624.000000 Penalty: 5043.938477
	Iteration 110Q: 3 clusters Score -2411624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2411626.000000 Penalty: 5043.938477
	Iteration 111Q: 3 clusters Score -2411626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2411628.000000 Penalty: 5043.938477
	Iteration 112Q: 3 clusters Score -2411628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2411633.750000 Penalty: 5043.938477
	Iteration 113Q: 3 clusters Score -2411634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2411637.750000 Penalty: 5043.938477
	Iteration 114Q: 3 clusters Score -2411638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2411636.500000 Penalty: 5043.938477
	Iteration 115Q: 3 clusters Score -2411636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2411635.000000 Penalty: 5043.938477
	Iteration 116Q: 3 clusters Score -2411635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2411637.500000 Penalty: 5043.938477
	Iteration 117Q: 3 clusters Score -2411638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2411632.500000 Penalty: 5043.938477
	Iteration 118Q: 3 clusters Score -2411632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2411634.750000 Penalty: 5043.938477
	Iteration 119Q: 3 clusters Score -2411635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2411645.000000 Penalty: 5043.938477
	Iteration 120F: 3 clusters Score -2411645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2411646.500000 Penalty: 5043.938477
	Iteration 121Q: 3 clusters Score -2411646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2411644.750000 Penalty: 5043.938477
	Iteration 122Q: 3 clusters Score -2411645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2411651.500000 Penalty: 5043.938477
	Iteration 123Q: 3 clusters Score -2411652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2411657.500000 Penalty: 5043.938477
	Iteration 124Q: 3 clusters Score -2411658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2411657.250000 Penalty: 5043.938477
	Iteration 125Q: 3 clusters Score -2411657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2411650.750000 Penalty: 5043.938477
	Iteration 126Q: 3 clusters Score -2411651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2411660.000000 Penalty: 5043.938477
	Iteration 127Q: 3 clusters Score -2411660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2411657.250000 Penalty: 5043.938477
	Iteration 128Q: 3 clusters Score -2411657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2411658.000000 Penalty: 5043.938477
	Iteration 129Q: 3 clusters Score -2411658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2411659.750000 Penalty: 5043.938477
	Iteration 130Q: 3 clusters Score -2411660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2411663.250000 Penalty: 5043.938477
	Iteration 131Q: 3 clusters Score -2411663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2411661.500000 Penalty: 5043.938477
	Iteration 132Q: 3 clusters Score -2411662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2411667.750000 Penalty: 5043.938477
	Iteration 133Q: 3 clusters Score -2411668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2411665.500000 Penalty: 5043.938477
	Iteration 134Q: 3 clusters Score -2411666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2411666.250000 Penalty: 5043.938477
	Iteration 135Q: 3 clusters Score -2411666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2411667.000000 Penalty: 5043.938477
	Iteration 136Q: 3 clusters Score -2411667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2411667.750000 Penalty: 5043.938477
	Iteration 137Q: 3 clusters Score -2411668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2411673.000000 Penalty: 5043.938477
	Iteration 138Q: 3 clusters Score -2411673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2411679.500000 Penalty: 5043.938477
	Iteration 139Q: 3 clusters Score -2411680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2411678.500000 Penalty: 5043.938477
	Iteration 140F: 3 clusters Score -2411678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2411678.500000 Penalty: 5043.938477
	Iteration 141Q: 3 clusters Score -2411678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2411688.000000 Penalty: 5043.938477
	Iteration 142Q: 3 clusters Score -2411688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2411688.500000 Penalty: 5043.938477
	Iteration 143Q: 3 clusters Score -2411688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2411689.250000 Penalty: 5043.938477
	Iteration 144Q: 3 clusters Score -2411689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2411694.000000 Penalty: 5043.938477
	Iteration 145Q: 3 clusters Score -2411694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2411692.000000 Penalty: 5043.938477
	Iteration 146Q: 3 clusters Score -2411692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2411697.500000 Penalty: 5043.938477
	Iteration 147Q: 3 clusters Score -2411698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2411695.250000 Penalty: 5043.938477
	Iteration 148Q: 3 clusters Score -2411695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2411689.750000 Penalty: 5043.938477
	Iteration 149Q: 3 clusters Score -2411690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2411695.000000 Penalty: 5043.938477
	Iteration 150Q: 3 clusters Score -2411695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2411698.000000 Penalty: 5043.938477
	Iteration 151Q: 3 clusters Score -2411698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2411699.500000 Penalty: 5043.938477
	Iteration 152Q: 3 clusters Score -2411700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2411704.500000 Penalty: 5043.938477
	Iteration 153Q: 3 clusters Score -2411704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2411709.750000 Penalty: 5043.938477
	Iteration 154Q: 3 clusters Score -2411710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2411715.750000 Penalty: 5043.938477
	Iteration 155Q: 3 clusters Score -2411716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2411709.250000 Penalty: 5043.938477
	Iteration 156Q: 3 clusters Score -2411709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2411716.250000 Penalty: 5043.938477
	Iteration 157Q: 3 clusters Score -2411716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2411715.500000 Penalty: 5043.938477
	Iteration 158Q: 3 clusters Score -2411716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2411719.750000 Penalty: 5043.938477
	Iteration 159Q: 3 clusters Score -2411720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2411718.000000 Penalty: 5043.938477
	Iteration 160F: 3 clusters Score -2411718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2411721.250000 Penalty: 5043.938477
	Iteration 161Q: 3 clusters Score -2411721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2411719.750000 Penalty: 5043.938477
	Iteration 162Q: 3 clusters Score -2411720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2411718.500000 Penalty: 5043.938477
	Iteration 163Q: 3 clusters Score -2411718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2411721.750000 Penalty: 5043.938477
	Iteration 164Q: 3 clusters Score -2411722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2411722.750000 Penalty: 5043.938477
	Iteration 165Q: 3 clusters Score -2411723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2411724.750000 Penalty: 5043.938477
	Iteration 166Q: 3 clusters Score -2411725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2411725.250000 Penalty: 5043.938477
	Iteration 167Q: 3 clusters Score -2411725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2411727.250000 Penalty: 5043.938477
	Iteration 168Q: 3 clusters Score -2411727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2411733.000000 Penalty: 5043.938477
	Iteration 169Q: 3 clusters Score -2411733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2411737.000000 Penalty: 5043.938477
	Iteration 170Q: 3 clusters Score -2411737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2411737.250000 Penalty: 5043.938477
	Iteration 171Q: 3 clusters Score -2411737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2411736.250000 Penalty: 5043.938477
	Iteration 172Q: 3 clusters Score -2411736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2411738.750000 Penalty: 5043.938477
	Iteration 173Q: 3 clusters Score -2411739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2411739.250000 Penalty: 5043.938477
	Iteration 174Q: 3 clusters Score -2411739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2411738.250000 Penalty: 5043.938477
	Iteration 175Q: 3 clusters Score -2411738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2411744.750000 Penalty: 5043.938477
	Iteration 176Q: 3 clusters Score -2411745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2411744.750000 Penalty: 5043.938477
	Iteration 177Q: 3 clusters Score -2411745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2411740.500000 Penalty: 5043.938477
	Iteration 178Q: 3 clusters Score -2411740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2411743.250000 Penalty: 5043.938477
	Iteration 179Q: 3 clusters Score -2411743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2411745.500000 Penalty: 5043.938477
	Iteration 180F: 3 clusters Score -2411746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2411746.500000 Penalty: 5043.938477
	Iteration 181Q: 3 clusters Score -2411746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2411747.750000 Penalty: 5043.938477
	Iteration 182Q: 3 clusters Score -2411748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2411747.750000 Penalty: 5043.938477
	Iteration 183Q: 3 clusters Score -2411748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2411751.500000 Penalty: 5043.938477
	Iteration 184Q: 3 clusters Score -2411752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2411753.500000 Penalty: 5043.938477
	Iteration 185Q: 3 clusters Score -2411754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2411753.750000 Penalty: 5043.938477
	Iteration 186Q: 3 clusters Score -2411754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2411751.500000 Penalty: 5043.938477
	Iteration 187Q: 3 clusters Score -2411752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2411753.750000 Penalty: 5043.938477
	Iteration 188Q: 3 clusters Score -2411754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2411750.750000 Penalty: 5043.938477
	Iteration 189Q: 3 clusters Score -2411751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2411753.250000 Penalty: 5043.938477
	Iteration 190Q: 3 clusters Score -2411753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2411754.250000 Penalty: 5043.938477
	Iteration 191Q: 3 clusters Score -2411754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2411754.250000 Penalty: 5043.938477
	Iteration 192F: 3 clusters Score -2411754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Entering Unmasked Estep 
Score: -1592811.750000 Penalty: 2420.485352
	Iteration 0F: 2 clusters Score -1592812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1580435.250000 Penalty: 4840.970703
	Iteration 0F: 3 clusters Score -1580435 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1584676.875000 Penalty: 4840.970703
	Iteration 1F: 3 clusters Score -1584677 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1585180.375000 Penalty: 4840.970703
	Iteration 2F: 3 clusters Score -1585180 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1585661.500000 Penalty: 4840.970703
	Iteration 3F: 3 clusters Score -1585662 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1586057.000000 Penalty: 4840.970703
	Iteration 4Q: 3 clusters Score -1586057 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1586437.125000 Penalty: 4840.970703
	Iteration 5Q: 3 clusters Score -1586437 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1586829.750000 Penalty: 4840.970703
	Iteration 6Q: 3 clusters Score -1586830 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1587230.500000 Penalty: 4840.970703
	Iteration 7Q: 3 clusters Score -1587230 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1587700.250000 Penalty: 4840.970703
	Iteration 8Q: 3 clusters Score -1587700 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1588189.750000 Penalty: 4840.970703
	Iteration 9Q: 3 clusters Score -1588190 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1588638.875000 Penalty: 4840.970703
	Iteration 10Q: 3 clusters Score -1588639 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1589017.625000 Penalty: 4840.970703
	Iteration 11Q: 3 clusters Score -1589018 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1589308.500000 Penalty: 4840.970703
	Iteration 12Q: 3 clusters Score -1589308 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1589512.750000 Penalty: 4840.970703
	Iteration 13Q: 3 clusters Score -1589513 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1589676.000000 Penalty: 4840.970703
	Iteration 14Q: 3 clusters Score -1589676 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1589786.750000 Penalty: 4840.970703
	Iteration 15Q: 3 clusters Score -1589787 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1589869.500000 Penalty: 4840.970703
	Iteration 16Q: 3 clusters Score -1589870 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1589940.875000 Penalty: 4840.970703
	Iteration 17Q: 3 clusters Score -1589941 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1590004.625000 Penalty: 4840.970703
	Iteration 18Q: 3 clusters Score -1590005 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1590060.750000 Penalty: 4840.970703
	Iteration 19Q: 3 clusters Score -1590061 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1590113.750000 Penalty: 4840.970703
	Iteration 20F: 3 clusters Score -1590114 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1590163.125000 Penalty: 4840.970703
	Iteration 21Q: 3 clusters Score -1590163 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1590201.375000 Penalty: 4840.970703
	Iteration 22Q: 3 clusters Score -1590201 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1590239.375000 Penalty: 4840.970703
	Iteration 23Q: 3 clusters Score -1590239 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1590264.500000 Penalty: 4840.970703
	Iteration 24Q: 3 clusters Score -1590264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1590301.250000 Penalty: 4840.970703
	Iteration 25Q: 3 clusters Score -1590301 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1590331.625000 Penalty: 4840.970703
	Iteration 26Q: 3 clusters Score -1590332 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1590368.625000 Penalty: 4840.970703
	Iteration 27Q: 3 clusters Score -1590369 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1590403.500000 Penalty: 4840.970703
	Iteration 28Q: 3 clusters Score -1590404 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1590434.125000 Penalty: 4840.970703
	Iteration 29Q: 3 clusters Score -1590434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1590463.500000 Penalty: 4840.970703
	Iteration 30Q: 3 clusters Score -1590464 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1590492.500000 Penalty: 4840.970703
	Iteration 31Q: 3 clusters Score -1590492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1590522.375000 Penalty: 4840.970703
	Iteration 32Q: 3 clusters Score -1590522 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1590552.000000 Penalty: 4840.970703
	Iteration 33Q: 3 clusters Score -1590552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1590584.125000 Penalty: 4840.970703
	Iteration 34Q: 3 clusters Score -1590584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1590613.875000 Penalty: 4840.970703
	Iteration 35Q: 3 clusters Score -1590614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1590642.000000 Penalty: 4840.970703
	Iteration 36Q: 3 clusters Score -1590642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1590672.500000 Penalty: 4840.970703
	Iteration 37Q: 3 clusters Score -1590672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1590697.875000 Penalty: 4840.970703
	Iteration 38Q: 3 clusters Score -1590698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1590717.000000 Penalty: 4840.970703
	Iteration 39Q: 3 clusters Score -1590717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1590743.500000 Penalty: 4840.970703
	Iteration 40F: 3 clusters Score -1590744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1590758.125000 Penalty: 4840.970703
	Iteration 41Q: 3 clusters Score -1590758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1590773.000000 Penalty: 4840.970703
	Iteration 42Q: 3 clusters Score -1590773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1590789.625000 Penalty: 4840.970703
	Iteration 43Q: 3 clusters Score -1590790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1590809.625000 Penalty: 4840.970703
	Iteration 44Q: 3 clusters Score -1590810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1590818.250000 Penalty: 4840.970703
	Iteration 45Q: 3 clusters Score -1590818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1590832.500000 Penalty: 4840.970703
	Iteration 46Q: 3 clusters Score -1590832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1590844.750000 Penalty: 4840.970703
	Iteration 47Q: 3 clusters Score -1590845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1590849.625000 Penalty: 4840.970703
	Iteration 48Q: 3 clusters Score -1590850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1590856.500000 Penalty: 4840.970703
	Iteration 49Q: 3 clusters Score -1590856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1590856.000000 Penalty: 4840.970703
	Iteration 50Q: 3 clusters Score -1590856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1590857.250000 Penalty: 4840.970703
	Iteration 51Q: 3 clusters Score -1590857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1590862.125000 Penalty: 4840.970703
	Iteration 52Q: 3 clusters Score -1590862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1590864.000000 Penalty: 4840.970703
	Iteration 53Q: 3 clusters Score -1590864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1590867.375000 Penalty: 4840.970703
	Iteration 54Q: 3 clusters Score -1590867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1590866.250000 Penalty: 4840.970703
	Iteration 55Q: 3 clusters Score -1590866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1590869.125000 Penalty: 4840.970703
	Iteration 56Q: 3 clusters Score -1590869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1590866.500000 Penalty: 4840.970703
	Iteration 57Q: 3 clusters Score -1590866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1590867.000000 Penalty: 4840.970703
	Iteration 58Q: 3 clusters Score -1590867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -1590867.750000 Penalty: 4840.970703
	Iteration 59Q: 3 clusters Score -1590868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1590870.500000 Penalty: 4840.970703
	Iteration 60F: 3 clusters Score -1590870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1590873.750000 Penalty: 4840.970703
	Iteration 61Q: 3 clusters Score -1590874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1590877.250000 Penalty: 4840.970703
	Iteration 62Q: 3 clusters Score -1590877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1590883.875000 Penalty: 4840.970703
	Iteration 63Q: 3 clusters Score -1590884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1590885.500000 Penalty: 4840.970703
	Iteration 64Q: 3 clusters Score -1590886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1590887.000000 Penalty: 4840.970703
	Iteration 65Q: 3 clusters Score -1590887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1590887.250000 Penalty: 4840.970703
	Iteration 66Q: 3 clusters Score -1590887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1590889.000000 Penalty: 4840.970703
	Iteration 67Q: 3 clusters Score -1590889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1590889.125000 Penalty: 4840.970703
	Iteration 68Q: 3 clusters Score -1590889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1590890.750000 Penalty: 4840.970703
	Iteration 69Q: 3 clusters Score -1590891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1590894.875000 Penalty: 4840.970703
	Iteration 70Q: 3 clusters Score -1590895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1590899.500000 Penalty: 4840.970703
	Iteration 71Q: 3 clusters Score -1590900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1590903.000000 Penalty: 4840.970703
	Iteration 72Q: 3 clusters Score -1590903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1590902.750000 Penalty: 4840.970703
	Iteration 73Q: 3 clusters Score -1590903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1590905.125000 Penalty: 4840.970703
	Iteration 74Q: 3 clusters Score -1590905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1590906.375000 Penalty: 4840.970703
	Iteration 75Q: 3 clusters Score -1590906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1590906.375000 Penalty: 4840.970703
	Iteration 76F: 3 clusters Score -1590906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Entering Unmasked Estep 
Score: -4171976.750000 Penalty: 2641.390381
	Iteration 0F: 2 clusters Score -4171977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -4143444.000000 Penalty: 5282.780762
	Iteration 0F: 3 clusters Score -4143444 nChanged 19334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -4154001.000000 Penalty: 5282.780762
	Iteration 1F: 3 clusters Score -4154001 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -4154589.500000 Penalty: 5282.780762
	Iteration 2Q: 3 clusters Score -4154590 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -4155299.250000 Penalty: 5282.780762
	Iteration 3Q: 3 clusters Score -4155299 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -4156326.500000 Penalty: 5282.780762
	Iteration 4Q: 3 clusters Score -4156326 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -4157786.750000 Penalty: 5282.780762
	Iteration 5F: 3 clusters Score -4157787 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -4159785.750000 Penalty: 5282.780762
	Iteration 6F: 3 clusters Score -4159786 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -4161984.750000 Penalty: 5282.780762
	Iteration 7F: 3 clusters Score -4161985 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -4164051.250000 Penalty: 5282.780762
	Iteration 8F: 3 clusters Score -4164051 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -4165810.250000 Penalty: 5282.780762
	Iteration 9F: 3 clusters Score -4165810 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -4167113.250000 Penalty: 5282.780762
	Iteration 10Q: 3 clusters Score -4167113 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4168144.500000 Penalty: 5282.780762
	Iteration 11Q: 3 clusters Score -4168144 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4168812.500000 Penalty: 5282.780762
	Iteration 12Q: 3 clusters Score -4168812 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4169178.750000 Penalty: 5282.780762
	Iteration 13Q: 3 clusters Score -4169179 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4169417.500000 Penalty: 5282.780762
	Iteration 14Q: 3 clusters Score -4169418 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4169579.000000 Penalty: 5282.780762
	Iteration 15Q: 3 clusters Score -4169579 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4169673.750000 Penalty: 5282.780762
	Iteration 16Q: 3 clusters Score -4169674 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4169756.000000 Penalty: 5282.780762
	Iteration 17Q: 3 clusters Score -4169756 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4169824.000000 Penalty: 5282.780762
	Iteration 18Q: 3 clusters Score -4169824 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4169866.750000 Penalty: 5282.780762
	Iteration 19Q: 3 clusters Score -4169867 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4169903.000000 Penalty: 5282.780762
	Iteration 20F: 3 clusters Score -4169903 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4169922.750000 Penalty: 5282.780762
	Iteration 21Q: 3 clusters Score -4169923 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4169951.500000 Penalty: 5282.780762
	Iteration 22Q: 3 clusters Score -4169952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4169964.250000 Penalty: 5282.780762
	Iteration 23Q: 3 clusters Score -4169964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4169972.500000 Penalty: 5282.780762
	Iteration 24Q: 3 clusters Score -4169972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4169980.000000 Penalty: 5282.780762
	Iteration 25Q: 3 clusters Score -4169980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4169988.750000 Penalty: 5282.780762
	Iteration 26Q: 3 clusters Score -4169989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4169999.750000 Penalty: 5282.780762
	Iteration 27Q: 3 clusters Score -4170000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4170004.250000 Penalty: 5282.780762
	Iteration 28Q: 3 clusters Score -4170004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4170008.750000 Penalty: 5282.780762
	Iteration 29Q: 3 clusters Score -4170009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4170010.000000 Penalty: 5282.780762
	Iteration 30Q: 3 clusters Score -4170010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4170012.000000 Penalty: 5282.780762
	Iteration 31Q: 3 clusters Score -4170012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4170011.500000 Penalty: 5282.780762
	Iteration 32Q: 3 clusters Score -4170012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4170017.250000 Penalty: 5282.780762
	Iteration 33Q: 3 clusters Score -4170017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4170016.250000 Penalty: 5282.780762
	Iteration 34Q: 3 clusters Score -4170016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4170016.500000 Penalty: 5282.780762
	Iteration 35Q: 3 clusters Score -4170016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4170016.500000 Penalty: 5282.780762
	Iteration 36F: 3 clusters Score -4170016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -223220.250000 Penalty: 1927.015381
	Iteration 0F: 2 clusters Score -223220.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -220315.140625 Penalty: 3854.030762
	Iteration 0F: 3 clusters Score -220315.1 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -220904.781250 Penalty: 3854.030762
	Iteration 1F: 3 clusters Score -220904.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -221084.796875 Penalty: 3854.030762
	Iteration 2F: 3 clusters Score -221084.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -221171.625000 Penalty: 3854.030762
	Iteration 3Q: 3 clusters Score -221171.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -221230.734375 Penalty: 3854.030762
	Iteration 4Q: 3 clusters Score -221230.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -221266.125000 Penalty: 3854.030762
	Iteration 5Q: 3 clusters Score -221266.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -221288.640625 Penalty: 3854.030762
	Iteration 6Q: 3 clusters Score -221288.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -221306.171875 Penalty: 3854.030762
	Iteration 7Q: 3 clusters Score -221306.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -221322.750000 Penalty: 3854.030762
	Iteration 8Q: 3 clusters Score -221322.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -221338.781250 Penalty: 3854.030762
	Iteration 9Q: 3 clusters Score -221338.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -221355.843750 Penalty: 3854.030762
	Iteration 10Q: 3 clusters Score -221355.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -221371.156250 Penalty: 3854.030762
	Iteration 11Q: 3 clusters Score -221371.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -221384.656250 Penalty: 3854.030762
	Iteration 12Q: 3 clusters Score -221384.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -221397.062500 Penalty: 3854.030762
	Iteration 13Q: 3 clusters Score -221397.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -221407.109375 Penalty: 3854.030762
	Iteration 14Q: 3 clusters Score -221407.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -221414.812500 Penalty: 3854.030762
	Iteration 15Q: 3 clusters Score -221414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -221417.390625 Penalty: 3854.030762
	Iteration 16Q: 3 clusters Score -221417.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -221421.796875 Penalty: 3854.030762
	Iteration 17Q: 3 clusters Score -221421.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -221425.640625 Penalty: 3854.030762
	Iteration 18Q: 3 clusters Score -221425.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -221430.421875 Penalty: 3854.030762
	Iteration 19Q: 3 clusters Score -221430.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -221439.140625 Penalty: 3854.030762
	Iteration 20F: 3 clusters Score -221439.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -221446.625000 Penalty: 3854.030762
	Iteration 21Q: 3 clusters Score -221446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -221450.031250 Penalty: 3854.030762
	Iteration 22Q: 3 clusters Score -221450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -221453.250000 Penalty: 3854.030762
	Iteration 23Q: 3 clusters Score -221453.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -221455.937500 Penalty: 3854.030762
	Iteration 24Q: 3 clusters Score -221455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -221458.609375 Penalty: 3854.030762
	Iteration 25Q: 3 clusters Score -221458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -221461.359375 Penalty: 3854.030762
	Iteration 26Q: 3 clusters Score -221461.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -221463.921875 Penalty: 3854.030762
	Iteration 27Q: 3 clusters Score -221463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -221464.578125 Penalty: 3854.030762
	Iteration 28Q: 3 clusters Score -221464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -221465.687500 Penalty: 3854.030762
	Iteration 29Q: 3 clusters Score -221465.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -221467.765625 Penalty: 3854.030762
	Iteration 30Q: 3 clusters Score -221467.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -221469.625000 Penalty: 3854.030762
	Iteration 31Q: 3 clusters Score -221469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -221470.203125 Penalty: 3854.030762
	Iteration 32Q: 3 clusters Score -221470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -221471.375000 Penalty: 3854.030762
	Iteration 33Q: 3 clusters Score -221471.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -221472.875000 Penalty: 3854.030762
	Iteration 34Q: 3 clusters Score -221472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -221474.000000 Penalty: 3854.030762
	Iteration 35Q: 3 clusters Score -221474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -221476.187500 Penalty: 3854.030762
	Iteration 36Q: 3 clusters Score -221476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -221480.046875 Penalty: 3854.030762
	Iteration 37Q: 3 clusters Score -221480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -221483.765625 Penalty: 3854.030762
	Iteration 38Q: 3 clusters Score -221483.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -221486.390625 Penalty: 3854.030762
	Iteration 39Q: 3 clusters Score -221486.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -221489.093750 Penalty: 3854.030762
	Iteration 40F: 3 clusters Score -221489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -221490.531250 Penalty: 3854.030762
	Iteration 41Q: 3 clusters Score -221490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -221491.656250 Penalty: 3854.030762
	Iteration 42Q: 3 clusters Score -221491.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -221496.703125 Penalty: 3854.030762
	Iteration 43Q: 3 clusters Score -221496.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -221500.531250 Penalty: 3854.030762
	Iteration 44Q: 3 clusters Score -221500.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -221508.578125 Penalty: 3854.030762
	Iteration 45Q: 3 clusters Score -221508.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -221513.343750 Penalty: 3854.030762
	Iteration 46Q: 3 clusters Score -221513.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -221516.703125 Penalty: 3854.030762
	Iteration 47Q: 3 clusters Score -221516.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -221516.890625 Penalty: 3854.030762
	Iteration 48Q: 3 clusters Score -221516.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -221516.890625 Penalty: 3854.030762
	Iteration 49F: 3 clusters Score -221516.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -327213.000000 Penalty: 2054.243896
	Iteration 0F: 2 clusters Score -327213 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 1954 members 
Entering Unmasked Estep 
Score: -323368.281250 Penalty: 4108.487793
	Iteration 0F: 3 clusters Score -323368.3 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -324431.687500 Penalty: 4108.487793
	Iteration 1F: 3 clusters Score -324431.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -324794.718750 Penalty: 4108.487793
	Iteration 2F: 3 clusters Score -324794.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -325107.906250 Penalty: 4108.487793
	Iteration 3F: 3 clusters Score -325107.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -325419.562500 Penalty: 4108.487793
	Iteration 4F: 3 clusters Score -325419.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -325672.062500 Penalty: 4108.487793
	Iteration 5F: 3 clusters Score -325672.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -325881.656250 Penalty: 4108.487793
	Iteration 6F: 3 clusters Score -325881.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -326043.187500 Penalty: 4108.487793
	Iteration 7Q: 3 clusters Score -326043.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -326164.500000 Penalty: 4108.487793
	Iteration 8Q: 3 clusters Score -326164.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -326258.281250 Penalty: 4108.487793
	Iteration 9Q: 3 clusters Score -326258.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -326319.562500 Penalty: 4108.487793
	Iteration 10Q: 3 clusters Score -326319.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -326365.531250 Penalty: 4108.487793
	Iteration 11Q: 3 clusters Score -326365.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -326384.812500 Penalty: 4108.487793
	Iteration 12Q: 3 clusters Score -326384.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -326392.312500 Penalty: 4108.487793
	Iteration 13Q: 3 clusters Score -326392.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -326398.312500 Penalty: 4108.487793
	Iteration 14Q: 3 clusters Score -326398.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -326404.531250 Penalty: 4108.487793
	Iteration 15Q: 3 clusters Score -326404.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -326408.156250 Penalty: 4108.487793
	Iteration 16Q: 3 clusters Score -326408.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -326411.468750 Penalty: 4108.487793
	Iteration 17Q: 3 clusters Score -326411.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -326413.687500 Penalty: 4108.487793
	Iteration 18Q: 3 clusters Score -326413.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -326415.781250 Penalty: 4108.487793
	Iteration 19Q: 3 clusters Score -326415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -326416.812500 Penalty: 4108.487793
	Iteration 20F: 3 clusters Score -326416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -326421.843750 Penalty: 4108.487793
	Iteration 21Q: 3 clusters Score -326421.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -326422.937500 Penalty: 4108.487793
	Iteration 22Q: 3 clusters Score -326422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -326424.031250 Penalty: 4108.487793
	Iteration 23Q: 3 clusters Score -326424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -326426.125000 Penalty: 4108.487793
	Iteration 24Q: 3 clusters Score -326426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -326427.031250 Penalty: 4108.487793
	Iteration 25Q: 3 clusters Score -326427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -326430.437500 Penalty: 4108.487793
	Iteration 26Q: 3 clusters Score -326430.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -326432.375000 Penalty: 4108.487793
	Iteration 27Q: 3 clusters Score -326432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -326433.750000 Penalty: 4108.487793
	Iteration 28Q: 3 clusters Score -326433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -326433.750000 Penalty: 4108.487793
	Iteration 29Q: 3 clusters Score -326433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -326434.687500 Penalty: 4108.487793
	Iteration 30Q: 3 clusters Score -326434.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -326437.062500 Penalty: 4108.487793
	Iteration 31Q: 3 clusters Score -326437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -326437.468750 Penalty: 4108.487793
	Iteration 32Q: 3 clusters Score -326437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -326436.937500 Penalty: 4108.487793
	Iteration 33Q: 3 clusters Score -326436.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -326437.781250 Penalty: 4108.487793
	Iteration 34Q: 3 clusters Score -326437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -326439.218750 Penalty: 4108.487793
	Iteration 35Q: 3 clusters Score -326439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -326443.093750 Penalty: 4108.487793
	Iteration 36Q: 3 clusters Score -326443.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -326447.281250 Penalty: 4108.487793
	Iteration 37Q: 3 clusters Score -326447.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -326452.593750 Penalty: 4108.487793
	Iteration 38Q: 3 clusters Score -326452.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -326456.187500 Penalty: 4108.487793
	Iteration 39Q: 3 clusters Score -326456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -326456.812500 Penalty: 4108.487793
	Iteration 40F: 3 clusters Score -326456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -326464.843750 Penalty: 4108.487793
	Iteration 41Q: 3 clusters Score -326464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -326465.437500 Penalty: 4108.487793
	Iteration 42Q: 3 clusters Score -326465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -326465.750000 Penalty: 4108.487793
	Iteration 43Q: 3 clusters Score -326465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -326467.500000 Penalty: 4108.487793
	Iteration 44Q: 3 clusters Score -326467.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -326468.843750 Penalty: 4108.487793
	Iteration 45Q: 3 clusters Score -326468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -326471.750000 Penalty: 4108.487793
	Iteration 46Q: 3 clusters Score -326471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -326472.687500 Penalty: 4108.487793
	Iteration 47Q: 3 clusters Score -326472.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -326472.687500 Penalty: 4108.487793
	Iteration 48F: 3 clusters Score -326472.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Entering Unmasked Estep 
Score: -1743815.750000 Penalty: 2429.038330
	Iteration 0F: 2 clusters Score -1743816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1731168.125000 Penalty: 4858.076660
	Iteration 0F: 3 clusters Score -1731168 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1735203.625000 Penalty: 4858.076660
	Iteration 1F: 3 clusters Score -1735204 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1735614.625000 Penalty: 4858.076660
	Iteration 2F: 3 clusters Score -1735615 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1736001.250000 Penalty: 4858.076660
	Iteration 3Q: 3 clusters Score -1736001 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1736529.125000 Penalty: 4858.076660
	Iteration 4Q: 3 clusters Score -1736529 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1737183.000000 Penalty: 4858.076660
	Iteration 5Q: 3 clusters Score -1737183 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1738033.500000 Penalty: 4858.076660
	Iteration 6F: 3 clusters Score -1738034 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1738917.500000 Penalty: 4858.076660
	Iteration 7F: 3 clusters Score -1738918 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1739714.375000 Penalty: 4858.076660
	Iteration 8F: 3 clusters Score -1739714 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1740381.125000 Penalty: 4858.076660
	Iteration 9F: 3 clusters Score -1740381 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1740852.125000 Penalty: 4858.076660
	Iteration 10Q: 3 clusters Score -1740852 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1741226.125000 Penalty: 4858.076660
	Iteration 11Q: 3 clusters Score -1741226 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1741529.750000 Penalty: 4858.076660
	Iteration 12Q: 3 clusters Score -1741530 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1741823.375000 Penalty: 4858.076660
	Iteration 13Q: 3 clusters Score -1741823 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1742115.000000 Penalty: 4858.076660
	Iteration 14Q: 3 clusters Score -1742115 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1742431.625000 Penalty: 4858.076660
	Iteration 15Q: 3 clusters Score -1742432 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1742749.125000 Penalty: 4858.076660
	Iteration 16Q: 3 clusters Score -1742749 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1743021.250000 Penalty: 4858.076660
	Iteration 17Q: 3 clusters Score -1743021 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1743244.000000 Penalty: 4858.076660
	Iteration 18Q: 3 clusters Score -1743244 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1743416.125000 Penalty: 4858.076660
	Iteration 19Q: 3 clusters Score -1743416 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1743528.375000 Penalty: 4858.076660
	Iteration 20F: 3 clusters Score -1743528 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1743649.625000 Penalty: 4858.076660
	Iteration 21Q: 3 clusters Score -1743650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1743733.000000 Penalty: 4858.076660
	Iteration 22Q: 3 clusters Score -1743733 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1743781.625000 Penalty: 4858.076660
	Iteration 23Q: 3 clusters Score -1743782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1743816.250000 Penalty: 4858.076660
	Iteration 24Q: 3 clusters Score -1743816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1743844.750000 Penalty: 4858.076660
	Iteration 25Q: 3 clusters Score -1743845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -1743851.750000 Penalty: 4858.076660
	Iteration 26Q: 3 clusters Score -1743852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1743862.250000 Penalty: 4858.076660
	Iteration 27Q: 3 clusters Score -1743862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1743867.625000 Penalty: 4858.076660
	Iteration 28Q: 3 clusters Score -1743868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -1743872.125000 Penalty: 4858.076660
	Iteration 29Q: 3 clusters Score -1743872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1743877.250000 Penalty: 4858.076660
	Iteration 30Q: 3 clusters Score -1743877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -1743875.000000 Penalty: 4858.076660
	Iteration 31Q: 3 clusters Score -1743875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1743878.750000 Penalty: 4858.076660
	Iteration 32Q: 3 clusters Score -1743879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1743879.750000 Penalty: 4858.076660
	Iteration 33Q: 3 clusters Score -1743880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1743884.875000 Penalty: 4858.076660
	Iteration 34Q: 3 clusters Score -1743885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1743884.625000 Penalty: 4858.076660
	Iteration 35Q: 3 clusters Score -1743885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1743885.125000 Penalty: 4858.076660
	Iteration 36Q: 3 clusters Score -1743885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1743887.875000 Penalty: 4858.076660
	Iteration 37Q: 3 clusters Score -1743888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1743887.625000 Penalty: 4858.076660
	Iteration 38Q: 3 clusters Score -1743888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1743886.500000 Penalty: 4858.076660
	Iteration 39Q: 3 clusters Score -1743886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1743890.500000 Penalty: 4858.076660
	Iteration 40F: 3 clusters Score -1743890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 15487 members 
Mstep: Class 3 contains 6666 members 
Mstep: Class 4 contains 5946 members 
Mstep: Class 5 contains 280293 members 
Mstep: Class 6 contains 10125 members 
Mstep: Class 7 contains 209885 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 163900 members 
Mstep: Class 11 contains 24397 members 
Mstep: Class 12 contains 225309 members 
Mstep: Class 13 contains 16864 members 
Mstep: Class 14 contains 25349 members 
Mstep: Class 15 contains 7419 members 
Mstep: Class 16 contains 66691 members 
Mstep: Class 17 contains 1999 members 
Mstep: Class 18 contains 28044 members 
Mstep: Class 19 contains 26088 members 
Mstep: Class 20 contains 17327 members 
Mstep: Class 21 contains 42225 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 3957 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 71241 members 
Mstep: Class 26 contains 15393 members 
Mstep: Class 27 contains 201071 members 
Mstep: Class 28 contains 9599 members 
Mstep: Class 29 contains 12250 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43897 members 
Mstep: Class 33 contains 9014 members 
Mstep: Class 34 contains 4666 members 
Mstep: Class 35 contains 4435 members 
Mstep: Class 36 contains 17010 members 
Entering Unmasked Estep 
Score: -157148768.000000 Penalty: 127643.281250
Splitting cluster 24 changes total score from -157150640.000000 to -157148768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (71241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71241 members 
Entering Unmasked Estep 
Score: -7230690.000000 Penalty: 2771.108154
	Iteration 0F: 2 clusters Score -7230690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -7183009.500000 Penalty: 5542.216309
	Iteration 0F: 3 clusters Score -7183010 nChanged 33153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -7201914.500000 Penalty: 5542.216309
	Iteration 1F: 3 clusters Score -7201914 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -7202733.000000 Penalty: 5542.216309
	Iteration 2Q: 3 clusters Score -7202733 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -7203860.000000 Penalty: 5542.216309
	Iteration 3Q: 3 clusters Score -7203860 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -7205594.500000 Penalty: 5542.216309
	Iteration 4F: 3 clusters Score -7205594 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -7208526.000000 Penalty: 5542.216309
	Iteration 5F: 3 clusters Score -7208526 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -7213397.500000 Penalty: 5542.216309
	Iteration 6F: 3 clusters Score -7213398 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -7219440.500000 Penalty: 5542.216309
	Iteration 7F: 3 clusters Score -7219440 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -7224431.500000 Penalty: 5542.216309
	Iteration 8F: 3 clusters Score -7224432 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -7226892.500000 Penalty: 5542.216309
	Iteration 9Q: 3 clusters Score -7226892 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -7227719.000000 Penalty: 5542.216309
	Iteration 10Q: 3 clusters Score -7227719 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 70910 members 
Entering Unmasked Estep 
Score: -7228010.500000 Penalty: 5542.216309
	Iteration 11Q: 3 clusters Score -7228010 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 70985 members 
Entering Unmasked Estep 
Score: -7228152.500000 Penalty: 5542.216309
	Iteration 12Q: 3 clusters Score -7228152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -7228220.000000 Penalty: 5542.216309
	Iteration 13Q: 3 clusters Score -7228220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 71014 members 
Entering Unmasked Estep 
Score: -7228232.000000 Penalty: 5542.216309
	Iteration 14Q: 3 clusters Score -7228232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -7228240.500000 Penalty: 5542.216309
	Iteration 15Q: 3 clusters Score -7228240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -7228239.500000 Penalty: 5542.216309
	Iteration 16Q: 3 clusters Score -7228240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -7228239.500000 Penalty: 5542.216309
	Iteration 17F: 3 clusters Score -7228240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Entering Unmasked Estep 
Score: -1513694.375000 Penalty: 2391.133789
	Iteration 0F: 2 clusters Score -1513694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1502634.000000 Penalty: 4782.267578
	Iteration 0F: 3 clusters Score -1502634 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1506055.250000 Penalty: 4782.267578
	Iteration 1F: 3 clusters Score -1506055 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1506502.750000 Penalty: 4782.267578
	Iteration 2F: 3 clusters Score -1506503 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1506965.125000 Penalty: 4782.267578
	Iteration 3F: 3 clusters Score -1506965 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1507520.250000 Penalty: 4782.267578
	Iteration 4F: 3 clusters Score -1507520 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1508176.250000 Penalty: 4782.267578
	Iteration 5F: 3 clusters Score -1508176 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1508906.625000 Penalty: 4782.267578
	Iteration 6F: 3 clusters Score -1508907 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1509757.250000 Penalty: 4782.267578
	Iteration 7F: 3 clusters Score -1509757 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1510707.125000 Penalty: 4782.267578
	Iteration 8F: 3 clusters Score -1510707 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1511662.125000 Penalty: 4782.267578
	Iteration 9F: 3 clusters Score -1511662 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1512323.500000 Penalty: 4782.267578
	Iteration 10Q: 3 clusters Score -1512324 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1512706.625000 Penalty: 4782.267578
	Iteration 11Q: 3 clusters Score -1512707 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1512995.875000 Penalty: 4782.267578
	Iteration 12Q: 3 clusters Score -1512996 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1513231.375000 Penalty: 4782.267578
	Iteration 13Q: 3 clusters Score -1513231 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1513376.625000 Penalty: 4782.267578
	Iteration 14Q: 3 clusters Score -1513377 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1513427.375000 Penalty: 4782.267578
	Iteration 15Q: 3 clusters Score -1513427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1513441.250000 Penalty: 4782.267578
	Iteration 16Q: 3 clusters Score -1513441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1513456.000000 Penalty: 4782.267578
	Iteration 17Q: 3 clusters Score -1513456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1513458.375000 Penalty: 4782.267578
	Iteration 18Q: 3 clusters Score -1513458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1513461.500000 Penalty: 4782.267578
	Iteration 19Q: 3 clusters Score -1513462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1513463.500000 Penalty: 4782.267578
	Iteration 20F: 3 clusters Score -1513464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1513462.250000 Penalty: 4782.267578
	Iteration 21Q: 3 clusters Score -1513462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1513462.500000 Penalty: 4782.267578
	Iteration 22Q: 3 clusters Score -1513462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1513462.125000 Penalty: 4782.267578
	Iteration 23Q: 3 clusters Score -1513462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1513466.000000 Penalty: 4782.267578
	Iteration 24Q: 3 clusters Score -1513466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1513464.500000 Penalty: 4782.267578
	Iteration 25Q: 3 clusters Score -1513464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1513464.500000 Penalty: 4782.267578
	Iteration 26F: 3 clusters Score -1513464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (201071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201071 members 
Entering Unmasked Estep 
Score: -20171820.000000 Penalty: 3028.430420
	Iteration 0F: 2 clusters Score -2.017182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 100960 members 
Entering Unmasked Estep 
Score: -20037524.000000 Penalty: 6056.860840
	Iteration 0F: 3 clusters Score -2.003752e+07 nChanged 96430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94957 members 
Mstep: Class 2 contains 106114 members 
Entering Unmasked Estep 
Score: -20094494.000000 Penalty: 6056.860840
	Iteration 1F: 3 clusters Score -2.009449e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91641 members 
Mstep: Class 2 contains 109430 members 
Entering Unmasked Estep 
Score: -20095812.000000 Penalty: 6056.860840
	Iteration 2Q: 3 clusters Score -2.009581e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 114508 members 
Entering Unmasked Estep 
Score: -20098014.000000 Penalty: 6056.860840
	Iteration 3Q: 3 clusters Score -2.009801e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 122153 members 
Entering Unmasked Estep 
Score: -20101724.000000 Penalty: 6056.860840
	Iteration 4Q: 3 clusters Score -2.010172e+07 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67627 members 
Mstep: Class 2 contains 133444 members 
Entering Unmasked Estep 
Score: -20108656.000000 Penalty: 6056.860840
	Iteration 5F: 3 clusters Score -2.010866e+07 nChanged 15753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 149075 members 
Entering Unmasked Estep 
Score: -20120702.000000 Penalty: 6056.860840
	Iteration 6F: 3 clusters Score -2.01207e+07 nChanged 18626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 167677 members 
Entering Unmasked Estep 
Score: -20138186.000000 Penalty: 6056.860840
	Iteration 7F: 3 clusters Score -2.013819e+07 nChanged 16737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 184406 members 
Entering Unmasked Estep 
Score: -20154456.000000 Penalty: 6056.860840
	Iteration 8F: 3 clusters Score -2.015446e+07 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 194568 members 
Entering Unmasked Estep 
Score: -20164072.000000 Penalty: 6056.860840
	Iteration 9F: 3 clusters Score -2.016407e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 198526 members 
Entering Unmasked Estep 
Score: -20167630.000000 Penalty: 6056.860840
	Iteration 10Q: 3 clusters Score -2.016763e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 199759 members 
Entering Unmasked Estep 
Score: -20168918.000000 Penalty: 6056.860840
	Iteration 11Q: 3 clusters Score -2.016892e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 200025 members 
Entering Unmasked Estep 
Score: -20169372.000000 Penalty: 6056.860840
	Iteration 12Q: 3 clusters Score -2.016937e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 200025 members 
Entering Unmasked Estep 
Score: -20169636.000000 Penalty: 6056.860840
	Iteration 13Q: 3 clusters Score -2.016964e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 199969 members 
Entering Unmasked Estep 
Score: -20169786.000000 Penalty: 6056.860840
	Iteration 14Q: 3 clusters Score -2.016979e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 199918 members 
Entering Unmasked Estep 
Score: -20169874.000000 Penalty: 6056.860840
	Iteration 15Q: 3 clusters Score -2.016987e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 199875 members 
Entering Unmasked Estep 
Score: -20169924.000000 Penalty: 6056.860840
	Iteration 16Q: 3 clusters Score -2.016992e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 199839 members 
Entering Unmasked Estep 
Score: -20169946.000000 Penalty: 6056.860840
	Iteration 17Q: 3 clusters Score -2.016995e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 199813 members 
Entering Unmasked Estep 
Score: -20169988.000000 Penalty: 6056.860840
	Iteration 18Q: 3 clusters Score -2.016999e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 199778 members 
Entering Unmasked Estep 
Score: -20170036.000000 Penalty: 6056.860840
	Iteration 19Q: 3 clusters Score -2.017004e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 199751 members 
Entering Unmasked Estep 
Score: -20170078.000000 Penalty: 6056.860840
	Iteration 20F: 3 clusters Score -2.017008e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 199716 members 
Entering Unmasked Estep 
Score: -20170078.000000 Penalty: 6056.860840
	Iteration 21Q: 3 clusters Score -2.017008e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 199692 members 
Entering Unmasked Estep 
Score: -20170108.000000 Penalty: 6056.860840
	Iteration 22Q: 3 clusters Score -2.017011e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 199665 members 
Entering Unmasked Estep 
Score: -20170132.000000 Penalty: 6056.860840
	Iteration 23Q: 3 clusters Score -2.017013e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 199638 members 
Entering Unmasked Estep 
Score: -20170144.000000 Penalty: 6056.860840
	Iteration 24Q: 3 clusters Score -2.017014e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 199600 members 
Entering Unmasked Estep 
Score: -20170174.000000 Penalty: 6056.860840
	Iteration 25Q: 3 clusters Score -2.017017e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 199569 members 
Entering Unmasked Estep 
Score: -20170170.000000 Penalty: 6056.860840
	Iteration 26Q: 3 clusters Score -2.017017e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 199536 members 
Entering Unmasked Estep 
Score: -20170204.000000 Penalty: 6056.860840
	Iteration 27Q: 3 clusters Score -2.01702e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 199506 members 
Entering Unmasked Estep 
Score: -20170224.000000 Penalty: 6056.860840
	Iteration 28Q: 3 clusters Score -2.017022e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 199483 members 
Entering Unmasked Estep 
Score: -20170222.000000 Penalty: 6056.860840
	Iteration 29Q: 3 clusters Score -2.017022e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 199461 members 
Entering Unmasked Estep 
Score: -20170230.000000 Penalty: 6056.860840
	Iteration 30Q: 3 clusters Score -2.017023e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 199446 members 
Entering Unmasked Estep 
Score: -20170244.000000 Penalty: 6056.860840
	Iteration 31Q: 3 clusters Score -2.017024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 199431 members 
Entering Unmasked Estep 
Score: -20170256.000000 Penalty: 6056.860840
	Iteration 32Q: 3 clusters Score -2.017026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 199417 members 
Entering Unmasked Estep 
Score: -20170284.000000 Penalty: 6056.860840
	Iteration 33Q: 3 clusters Score -2.017028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 199409 members 
Entering Unmasked Estep 
Score: -20170274.000000 Penalty: 6056.860840
	Iteration 34Q: 3 clusters Score -2.017027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 199395 members 
Entering Unmasked Estep 
Score: -20170276.000000 Penalty: 6056.860840
	Iteration 35Q: 3 clusters Score -2.017028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 199389 members 
Entering Unmasked Estep 
Score: -20170278.000000 Penalty: 6056.860840
	Iteration 36Q: 3 clusters Score -2.017028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 199383 members 
Entering Unmasked Estep 
Score: -20170300.000000 Penalty: 6056.860840
	Iteration 37Q: 3 clusters Score -2.01703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 199379 members 
Entering Unmasked Estep 
Score: -20170314.000000 Penalty: 6056.860840
	Iteration 38Q: 3 clusters Score -2.017031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 199374 members 
Entering Unmasked Estep 
Score: -20170314.000000 Penalty: 6056.860840
	Iteration 39Q: 3 clusters Score -2.017031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 199362 members 
Entering Unmasked Estep 
Score: -20170314.000000 Penalty: 6056.860840
	Iteration 40F: 3 clusters Score -2.017031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 199353 members 
Entering Unmasked Estep 
Score: -20170298.000000 Penalty: 6056.860840
	Iteration 41Q: 3 clusters Score -2.01703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 199347 members 
Entering Unmasked Estep 
Score: -20170320.000000 Penalty: 6056.860840
	Iteration 42Q: 3 clusters Score -2.017032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 199345 members 
Entering Unmasked Estep 
Score: -20170328.000000 Penalty: 6056.860840
	Iteration 43Q: 3 clusters Score -2.017033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 199339 members 
Entering Unmasked Estep 
Score: -20170328.000000 Penalty: 6056.860840
	Iteration 44Q: 3 clusters Score -2.017033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 199335 members 
Entering Unmasked Estep 
Score: -20170336.000000 Penalty: 6056.860840
	Iteration 45Q: 3 clusters Score -2.017034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 199331 members 
Entering Unmasked Estep 
Score: -20170346.000000 Penalty: 6056.860840
	Iteration 46Q: 3 clusters Score -2.017035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 199325 members 
Entering Unmasked Estep 
Score: -20170334.000000 Penalty: 6056.860840
	Iteration 47Q: 3 clusters Score -2.017033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 199322 members 
Entering Unmasked Estep 
Score: -20170346.000000 Penalty: 6056.860840
	Iteration 48Q: 3 clusters Score -2.017035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 199314 members 
Entering Unmasked Estep 
Score: -20170350.000000 Penalty: 6056.860840
	Iteration 49Q: 3 clusters Score -2.017035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 199308 members 
Entering Unmasked Estep 
Score: -20170354.000000 Penalty: 6056.860840
	Iteration 50Q: 3 clusters Score -2.017035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 199305 members 
Entering Unmasked Estep 
Score: -20170346.000000 Penalty: 6056.860840
	Iteration 51Q: 3 clusters Score -2.017035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 199303 members 
Entering Unmasked Estep 
Score: -20170334.000000 Penalty: 6056.860840
	Iteration 52Q: 3 clusters Score -2.017033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 199300 members 
Entering Unmasked Estep 
Score: -20170346.000000 Penalty: 6056.860840
	Iteration 53Q: 3 clusters Score -2.017035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 199298 members 
Entering Unmasked Estep 
Score: -20170358.000000 Penalty: 6056.860840
	Iteration 54Q: 3 clusters Score -2.017036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 199297 members 
Entering Unmasked Estep 
Score: -20170352.000000 Penalty: 6056.860840
	Iteration 55Q: 3 clusters Score -2.017035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 199295 members 
Entering Unmasked Estep 
Score: -20170350.000000 Penalty: 6056.860840
	Iteration 56Q: 3 clusters Score -2.017035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 199295 members 
Entering Unmasked Estep 
Score: -20170350.000000 Penalty: 6056.860840
	Iteration 57F: 3 clusters Score -2.017035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Entering Unmasked Estep 
Score: -954397.562500 Penalty: 2274.014893
	Iteration 0F: 2 clusters Score -954397.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -947129.500000 Penalty: 4548.029785
	Iteration 0F: 3 clusters Score -947129.5 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -949213.437500 Penalty: 4548.029785
	Iteration 1F: 3 clusters Score -949213.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -949543.312500 Penalty: 4548.029785
	Iteration 2F: 3 clusters Score -949543.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -949877.812500 Penalty: 4548.029785
	Iteration 3F: 3 clusters Score -949877.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -950283.062500 Penalty: 4548.029785
	Iteration 4F: 3 clusters Score -950283.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -950760.937500 Penalty: 4548.029785
	Iteration 5F: 3 clusters Score -950760.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -951248.375000 Penalty: 4548.029785
	Iteration 6F: 3 clusters Score -951248.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -951657.625000 Penalty: 4548.029785
	Iteration 7F: 3 clusters Score -951657.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -951982.562500 Penalty: 4548.029785
	Iteration 8Q: 3 clusters Score -951982.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -952193.000000 Penalty: 4548.029785
	Iteration 9Q: 3 clusters Score -952193 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -952347.062500 Penalty: 4548.029785
	Iteration 10Q: 3 clusters Score -952347.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -952457.062500 Penalty: 4548.029785
	Iteration 11Q: 3 clusters Score -952457.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -952559.937500 Penalty: 4548.029785
	Iteration 12Q: 3 clusters Score -952559.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -952646.687500 Penalty: 4548.029785
	Iteration 13Q: 3 clusters Score -952646.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -952702.125000 Penalty: 4548.029785
	Iteration 14Q: 3 clusters Score -952702.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -952741.375000 Penalty: 4548.029785
	Iteration 15Q: 3 clusters Score -952741.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -952774.000000 Penalty: 4548.029785
	Iteration 16Q: 3 clusters Score -952774 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -952807.687500 Penalty: 4548.029785
	Iteration 17Q: 3 clusters Score -952807.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -952834.562500 Penalty: 4548.029785
	Iteration 18Q: 3 clusters Score -952834.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -952861.750000 Penalty: 4548.029785
	Iteration 19Q: 3 clusters Score -952861.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -952894.437500 Penalty: 4548.029785
	Iteration 20F: 3 clusters Score -952894.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -952934.812500 Penalty: 4548.029785
	Iteration 21Q: 3 clusters Score -952934.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -952988.062500 Penalty: 4548.029785
	Iteration 22Q: 3 clusters Score -952988.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -953077.187500 Penalty: 4548.029785
	Iteration 23Q: 3 clusters Score -953077.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -953178.812500 Penalty: 4548.029785
	Iteration 24Q: 3 clusters Score -953178.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -953252.562500 Penalty: 4548.029785
	Iteration 25Q: 3 clusters Score -953252.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -953304.625000 Penalty: 4548.029785
	Iteration 26Q: 3 clusters Score -953304.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -953330.750000 Penalty: 4548.029785
	Iteration 27Q: 3 clusters Score -953330.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -953343.187500 Penalty: 4548.029785
	Iteration 28Q: 3 clusters Score -953343.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -953352.437500 Penalty: 4548.029785
	Iteration 29Q: 3 clusters Score -953352.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -953357.875000 Penalty: 4548.029785
	Iteration 30Q: 3 clusters Score -953357.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -953362.437500 Penalty: 4548.029785
	Iteration 31Q: 3 clusters Score -953362.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -953364.062500 Penalty: 4548.029785
	Iteration 32Q: 3 clusters Score -953364.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -953369.937500 Penalty: 4548.029785
	Iteration 33Q: 3 clusters Score -953369.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -953372.625000 Penalty: 4548.029785
	Iteration 34Q: 3 clusters Score -953372.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -953374.937500 Penalty: 4548.029785
	Iteration 35Q: 3 clusters Score -953374.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -953376.625000 Penalty: 4548.029785
	Iteration 36Q: 3 clusters Score -953376.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -953379.437500 Penalty: 4548.029785
	Iteration 37Q: 3 clusters Score -953379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -953379.437500 Penalty: 4548.029785
	Iteration 38Q: 3 clusters Score -953379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -953378.187500 Penalty: 4548.029785
	Iteration 39Q: 3 clusters Score -953378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -953378.187500 Penalty: 4548.029785
	Iteration 40F: 3 clusters Score -953378.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Entering Unmasked Estep 
Score: -1186862.750000 Penalty: 2334.493896
	Iteration 0F: 2 clusters Score -1186863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1177718.875000 Penalty: 4668.987793
	Iteration 0F: 3 clusters Score -1177719 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1180499.000000 Penalty: 4668.987793
	Iteration 1F: 3 clusters Score -1180499 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1180852.625000 Penalty: 4668.987793
	Iteration 2F: 3 clusters Score -1180853 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1181125.500000 Penalty: 4668.987793
	Iteration 3F: 3 clusters Score -1181126 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1181367.750000 Penalty: 4668.987793
	Iteration 4Q: 3 clusters Score -1181368 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1181580.625000 Penalty: 4668.987793
	Iteration 5Q: 3 clusters Score -1181581 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1181778.250000 Penalty: 4668.987793
	Iteration 6Q: 3 clusters Score -1181778 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1182011.125000 Penalty: 4668.987793
	Iteration 7Q: 3 clusters Score -1182011 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1182257.375000 Penalty: 4668.987793
	Iteration 8Q: 3 clusters Score -1182257 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1182480.500000 Penalty: 4668.987793
	Iteration 9Q: 3 clusters Score -1182480 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1182665.250000 Penalty: 4668.987793
	Iteration 10Q: 3 clusters Score -1182665 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1182834.250000 Penalty: 4668.987793
	Iteration 11Q: 3 clusters Score -1182834 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1182991.250000 Penalty: 4668.987793
	Iteration 12Q: 3 clusters Score -1182991 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1183120.250000 Penalty: 4668.987793
	Iteration 13Q: 3 clusters Score -1183120 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1183228.000000 Penalty: 4668.987793
	Iteration 14Q: 3 clusters Score -1183228 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1183327.750000 Penalty: 4668.987793
	Iteration 15Q: 3 clusters Score -1183328 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1183430.500000 Penalty: 4668.987793
	Iteration 16Q: 3 clusters Score -1183430 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1183558.625000 Penalty: 4668.987793
	Iteration 17Q: 3 clusters Score -1183559 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1183666.125000 Penalty: 4668.987793
	Iteration 18Q: 3 clusters Score -1183666 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1183782.750000 Penalty: 4668.987793
	Iteration 19Q: 3 clusters Score -1183783 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1183897.750000 Penalty: 4668.987793
	Iteration 20F: 3 clusters Score -1183898 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1184020.125000 Penalty: 4668.987793
	Iteration 21Q: 3 clusters Score -1184020 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1184135.875000 Penalty: 4668.987793
	Iteration 22Q: 3 clusters Score -1184136 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1184249.375000 Penalty: 4668.987793
	Iteration 23Q: 3 clusters Score -1184249 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1184371.000000 Penalty: 4668.987793
	Iteration 24Q: 3 clusters Score -1184371 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1184479.875000 Penalty: 4668.987793
	Iteration 25Q: 3 clusters Score -1184480 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1184579.875000 Penalty: 4668.987793
	Iteration 26Q: 3 clusters Score -1184580 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1184668.125000 Penalty: 4668.987793
	Iteration 27Q: 3 clusters Score -1184668 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1184744.750000 Penalty: 4668.987793
	Iteration 28Q: 3 clusters Score -1184745 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1184808.250000 Penalty: 4668.987793
	Iteration 29Q: 3 clusters Score -1184808 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1184868.750000 Penalty: 4668.987793
	Iteration 30Q: 3 clusters Score -1184869 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1184917.750000 Penalty: 4668.987793
	Iteration 31Q: 3 clusters Score -1184918 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1184962.750000 Penalty: 4668.987793
	Iteration 32Q: 3 clusters Score -1184963 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1184999.250000 Penalty: 4668.987793
	Iteration 33Q: 3 clusters Score -1184999 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1185038.125000 Penalty: 4668.987793
	Iteration 34Q: 3 clusters Score -1185038 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1185086.500000 Penalty: 4668.987793
	Iteration 35Q: 3 clusters Score -1185086 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1185132.875000 Penalty: 4668.987793
	Iteration 36Q: 3 clusters Score -1185133 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1185186.250000 Penalty: 4668.987793
	Iteration 37Q: 3 clusters Score -1185186 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1185242.750000 Penalty: 4668.987793
	Iteration 38Q: 3 clusters Score -1185243 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1185297.500000 Penalty: 4668.987793
	Iteration 39Q: 3 clusters Score -1185298 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1185338.750000 Penalty: 4668.987793
	Iteration 40F: 3 clusters Score -1185339 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1185389.750000 Penalty: 4668.987793
	Iteration 41Q: 3 clusters Score -1185390 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1185429.000000 Penalty: 4668.987793
	Iteration 42Q: 3 clusters Score -1185429 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1185458.375000 Penalty: 4668.987793
	Iteration 43Q: 3 clusters Score -1185458 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1185482.125000 Penalty: 4668.987793
	Iteration 44Q: 3 clusters Score -1185482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1185502.125000 Penalty: 4668.987793
	Iteration 45Q: 3 clusters Score -1185502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1185519.125000 Penalty: 4668.987793
	Iteration 46Q: 3 clusters Score -1185519 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1185533.500000 Penalty: 4668.987793
	Iteration 47Q: 3 clusters Score -1185534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1185552.375000 Penalty: 4668.987793
	Iteration 48Q: 3 clusters Score -1185552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1185565.500000 Penalty: 4668.987793
	Iteration 49Q: 3 clusters Score -1185566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1185573.875000 Penalty: 4668.987793
	Iteration 50Q: 3 clusters Score -1185574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1185583.875000 Penalty: 4668.987793
	Iteration 51Q: 3 clusters Score -1185584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1185591.125000 Penalty: 4668.987793
	Iteration 52Q: 3 clusters Score -1185591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1185596.375000 Penalty: 4668.987793
	Iteration 53Q: 3 clusters Score -1185596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1185604.000000 Penalty: 4668.987793
	Iteration 54Q: 3 clusters Score -1185604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1185605.625000 Penalty: 4668.987793
	Iteration 55Q: 3 clusters Score -1185606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1185613.500000 Penalty: 4668.987793
	Iteration 56Q: 3 clusters Score -1185614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1185619.375000 Penalty: 4668.987793
	Iteration 57Q: 3 clusters Score -1185619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1185625.125000 Penalty: 4668.987793
	Iteration 58Q: 3 clusters Score -1185625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1185633.875000 Penalty: 4668.987793
	Iteration 59Q: 3 clusters Score -1185634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1185637.000000 Penalty: 4668.987793
	Iteration 60F: 3 clusters Score -1185637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1185637.875000 Penalty: 4668.987793
	Iteration 61Q: 3 clusters Score -1185638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1185641.250000 Penalty: 4668.987793
	Iteration 62Q: 3 clusters Score -1185641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1185643.750000 Penalty: 4668.987793
	Iteration 63Q: 3 clusters Score -1185644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1185648.250000 Penalty: 4668.987793
	Iteration 64Q: 3 clusters Score -1185648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1185653.625000 Penalty: 4668.987793
	Iteration 65Q: 3 clusters Score -1185654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1185656.375000 Penalty: 4668.987793
	Iteration 66Q: 3 clusters Score -1185656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1185659.875000 Penalty: 4668.987793
	Iteration 67Q: 3 clusters Score -1185660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1185661.875000 Penalty: 4668.987793
	Iteration 68Q: 3 clusters Score -1185662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1185665.750000 Penalty: 4668.987793
	Iteration 69Q: 3 clusters Score -1185666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1185670.875000 Penalty: 4668.987793
	Iteration 70Q: 3 clusters Score -1185671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1185677.375000 Penalty: 4668.987793
	Iteration 71Q: 3 clusters Score -1185677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1185679.875000 Penalty: 4668.987793
	Iteration 72Q: 3 clusters Score -1185680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1185691.500000 Penalty: 4668.987793
	Iteration 73Q: 3 clusters Score -1185692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1185695.250000 Penalty: 4668.987793
	Iteration 74Q: 3 clusters Score -1185695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1185698.625000 Penalty: 4668.987793
	Iteration 75Q: 3 clusters Score -1185699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1185709.250000 Penalty: 4668.987793
	Iteration 76Q: 3 clusters Score -1185709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1185715.000000 Penalty: 4668.987793
	Iteration 77Q: 3 clusters Score -1185715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1185721.875000 Penalty: 4668.987793
	Iteration 78Q: 3 clusters Score -1185722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1185731.750000 Penalty: 4668.987793
	Iteration 79Q: 3 clusters Score -1185732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1185743.000000 Penalty: 4668.987793
	Iteration 80F: 3 clusters Score -1185743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1185750.375000 Penalty: 4668.987793
	Iteration 81Q: 3 clusters Score -1185750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1185755.625000 Penalty: 4668.987793
	Iteration 82Q: 3 clusters Score -1185756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1185760.875000 Penalty: 4668.987793
	Iteration 83Q: 3 clusters Score -1185761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1185768.000000 Penalty: 4668.987793
	Iteration 84Q: 3 clusters Score -1185768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1185772.125000 Penalty: 4668.987793
	Iteration 85Q: 3 clusters Score -1185772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1185772.875000 Penalty: 4668.987793
	Iteration 86Q: 3 clusters Score -1185773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1185776.000000 Penalty: 4668.987793
	Iteration 87Q: 3 clusters Score -1185776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1185776.125000 Penalty: 4668.987793
	Iteration 88Q: 3 clusters Score -1185776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1185777.500000 Penalty: 4668.987793
	Iteration 89Q: 3 clusters Score -1185778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1185777.875000 Penalty: 4668.987793
	Iteration 90Q: 3 clusters Score -1185778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1185778.000000 Penalty: 4668.987793
	Iteration 91Q: 3 clusters Score -1185778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1185778.750000 Penalty: 4668.987793
	Iteration 92Q: 3 clusters Score -1185779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1185777.750000 Penalty: 4668.987793
	Iteration 93Q: 3 clusters Score -1185778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1185778.500000 Penalty: 4668.987793
	Iteration 94Q: 3 clusters Score -1185778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1185778.750000 Penalty: 4668.987793
	Iteration 95Q: 3 clusters Score -1185779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1185777.125000 Penalty: 4668.987793
	Iteration 96Q: 3 clusters Score -1185777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1185783.000000 Penalty: 4668.987793
	Iteration 97Q: 3 clusters Score -1185783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1185785.500000 Penalty: 4668.987793
	Iteration 98Q: 3 clusters Score -1185786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1185786.500000 Penalty: 4668.987793
	Iteration 99Q: 3 clusters Score -1185786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1185791.875000 Penalty: 4668.987793
	Iteration 100F: 3 clusters Score -1185792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1185792.250000 Penalty: 4668.987793
	Iteration 101Q: 3 clusters Score -1185792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1185797.000000 Penalty: 4668.987793
	Iteration 102Q: 3 clusters Score -1185797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1185800.375000 Penalty: 4668.987793
	Iteration 103Q: 3 clusters Score -1185800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1185801.250000 Penalty: 4668.987793
	Iteration 104Q: 3 clusters Score -1185801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1185807.000000 Penalty: 4668.987793
	Iteration 105Q: 3 clusters Score -1185807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1185808.875000 Penalty: 4668.987793
	Iteration 106Q: 3 clusters Score -1185809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1185812.250000 Penalty: 4668.987793
	Iteration 107Q: 3 clusters Score -1185812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1185812.625000 Penalty: 4668.987793
	Iteration 108Q: 3 clusters Score -1185813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1185819.750000 Penalty: 4668.987793
	Iteration 109Q: 3 clusters Score -1185820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1185824.250000 Penalty: 4668.987793
	Iteration 110Q: 3 clusters Score -1185824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1185827.375000 Penalty: 4668.987793
	Iteration 111Q: 3 clusters Score -1185827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1185825.875000 Penalty: 4668.987793
	Iteration 112Q: 3 clusters Score -1185826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1185828.000000 Penalty: 4668.987793
	Iteration 113Q: 3 clusters Score -1185828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1185827.125000 Penalty: 4668.987793
	Iteration 114Q: 3 clusters Score -1185827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1185827.375000 Penalty: 4668.987793
	Iteration 115Q: 3 clusters Score -1185827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1185827.625000 Penalty: 4668.987793
	Iteration 116Q: 3 clusters Score -1185828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1185828.625000 Penalty: 4668.987793
	Iteration 117Q: 3 clusters Score -1185829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1185829.375000 Penalty: 4668.987793
	Iteration 118Q: 3 clusters Score -1185829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1185832.375000 Penalty: 4668.987793
	Iteration 119Q: 3 clusters Score -1185832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1185836.625000 Penalty: 4668.987793
	Iteration 120F: 3 clusters Score -1185837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1185836.750000 Penalty: 4668.987793
	Iteration 121Q: 3 clusters Score -1185837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1185836.625000 Penalty: 4668.987793
	Iteration 122Q: 3 clusters Score -1185837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1185837.500000 Penalty: 4668.987793
	Iteration 123Q: 3 clusters Score -1185838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1185838.125000 Penalty: 4668.987793
	Iteration 124Q: 3 clusters Score -1185838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1185836.875000 Penalty: 4668.987793
	Iteration 125Q: 3 clusters Score -1185837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1185839.000000 Penalty: 4668.987793
	Iteration 126Q: 3 clusters Score -1185839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1185842.000000 Penalty: 4668.987793
	Iteration 127Q: 3 clusters Score -1185842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1185841.000000 Penalty: 4668.987793
	Iteration 128Q: 3 clusters Score -1185841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1185841.625000 Penalty: 4668.987793
	Iteration 129Q: 3 clusters Score -1185842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1185842.625000 Penalty: 4668.987793
	Iteration 130Q: 3 clusters Score -1185843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1185843.500000 Penalty: 4668.987793
	Iteration 131Q: 3 clusters Score -1185844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1185843.625000 Penalty: 4668.987793
	Iteration 132Q: 3 clusters Score -1185844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1185845.375000 Penalty: 4668.987793
	Iteration 133Q: 3 clusters Score -1185845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1185845.875000 Penalty: 4668.987793
	Iteration 134Q: 3 clusters Score -1185846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1185845.875000 Penalty: 4668.987793
	Iteration 135F: 3 clusters Score -1185846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Entering Unmasked Estep 
Score: -1564577.500000 Penalty: 2402.378174
	Iteration 0F: 2 clusters Score -1564578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1552999.750000 Penalty: 4804.756348
	Iteration 0F: 3 clusters Score -1553000 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1556704.875000 Penalty: 4804.756348
	Iteration 1F: 3 clusters Score -1556705 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1557117.000000 Penalty: 4804.756348
	Iteration 2F: 3 clusters Score -1557117 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1557480.125000 Penalty: 4804.756348
	Iteration 3F: 3 clusters Score -1557480 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1557902.375000 Penalty: 4804.756348
	Iteration 4F: 3 clusters Score -1557902 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1558377.000000 Penalty: 4804.756348
	Iteration 5F: 3 clusters Score -1558377 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1558903.000000 Penalty: 4804.756348
	Iteration 6F: 3 clusters Score -1558903 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1559477.500000 Penalty: 4804.756348
	Iteration 7F: 3 clusters Score -1559478 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1560064.125000 Penalty: 4804.756348
	Iteration 8F: 3 clusters Score -1560064 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1560641.375000 Penalty: 4804.756348
	Iteration 9F: 3 clusters Score -1560641 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1561169.500000 Penalty: 4804.756348
	Iteration 10Q: 3 clusters Score -1561170 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1561586.250000 Penalty: 4804.756348
	Iteration 11Q: 3 clusters Score -1561586 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1561871.000000 Penalty: 4804.756348
	Iteration 12Q: 3 clusters Score -1561871 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1562089.875000 Penalty: 4804.756348
	Iteration 13Q: 3 clusters Score -1562090 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1562227.625000 Penalty: 4804.756348
	Iteration 14Q: 3 clusters Score -1562228 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1562298.875000 Penalty: 4804.756348
	Iteration 15Q: 3 clusters Score -1562299 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1562353.875000 Penalty: 4804.756348
	Iteration 16Q: 3 clusters Score -1562354 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1562399.125000 Penalty: 4804.756348
	Iteration 17Q: 3 clusters Score -1562399 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1562428.875000 Penalty: 4804.756348
	Iteration 18Q: 3 clusters Score -1562429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1562449.875000 Penalty: 4804.756348
	Iteration 19Q: 3 clusters Score -1562450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1562466.375000 Penalty: 4804.756348
	Iteration 20F: 3 clusters Score -1562466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1562479.000000 Penalty: 4804.756348
	Iteration 21Q: 3 clusters Score -1562479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1562487.375000 Penalty: 4804.756348
	Iteration 22Q: 3 clusters Score -1562487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1562490.000000 Penalty: 4804.756348
	Iteration 23Q: 3 clusters Score -1562490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1562496.375000 Penalty: 4804.756348
	Iteration 24Q: 3 clusters Score -1562496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1562498.625000 Penalty: 4804.756348
	Iteration 25Q: 3 clusters Score -1562499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1562499.750000 Penalty: 4804.756348
	Iteration 26Q: 3 clusters Score -1562500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1562502.625000 Penalty: 4804.756348
	Iteration 27Q: 3 clusters Score -1562503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1562512.625000 Penalty: 4804.756348
	Iteration 28Q: 3 clusters Score -1562513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1562515.875000 Penalty: 4804.756348
	Iteration 29Q: 3 clusters Score -1562516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1562523.750000 Penalty: 4804.756348
	Iteration 30Q: 3 clusters Score -1562524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1562529.500000 Penalty: 4804.756348
	Iteration 31Q: 3 clusters Score -1562530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1562531.625000 Penalty: 4804.756348
	Iteration 32Q: 3 clusters Score -1562532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1562532.000000 Penalty: 4804.756348
	Iteration 33Q: 3 clusters Score -1562532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1562538.000000 Penalty: 4804.756348
	Iteration 34Q: 3 clusters Score -1562538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1562539.750000 Penalty: 4804.756348
	Iteration 35Q: 3 clusters Score -1562540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1562539.500000 Penalty: 4804.756348
	Iteration 36Q: 3 clusters Score -1562540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1562539.500000 Penalty: 4804.756348
	Iteration 37F: 3 clusters Score -1562540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -413958.937500 Penalty: 2077.156006
	Iteration 0F: 2 clusters Score -413958.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -409866.781250 Penalty: 4154.312012
	Iteration 0F: 3 clusters Score -409866.8 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -410791.531250 Penalty: 4154.312012
	Iteration 1F: 3 clusters Score -410791.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -411036.281250 Penalty: 4154.312012
	Iteration 2F: 3 clusters Score -411036.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -411205.375000 Penalty: 4154.312012
	Iteration 3F: 3 clusters Score -411205.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -411343.031250 Penalty: 4154.312012
	Iteration 4Q: 3 clusters Score -411343 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -411464.750000 Penalty: 4154.312012
	Iteration 5Q: 3 clusters Score -411464.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -411590.031250 Penalty: 4154.312012
	Iteration 6Q: 3 clusters Score -411590 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -411737.843750 Penalty: 4154.312012
	Iteration 7Q: 3 clusters Score -411737.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -411927.093750 Penalty: 4154.312012
	Iteration 8Q: 3 clusters Score -411927.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -412161.250000 Penalty: 4154.312012
	Iteration 9F: 3 clusters Score -412161.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -412359.906250 Penalty: 4154.312012
	Iteration 10Q: 3 clusters Score -412359.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -412520.312500 Penalty: 4154.312012
	Iteration 11Q: 3 clusters Score -412520.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -412650.718750 Penalty: 4154.312012
	Iteration 12Q: 3 clusters Score -412650.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -412752.125000 Penalty: 4154.312012
	Iteration 13Q: 3 clusters Score -412752.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -412828.687500 Penalty: 4154.312012
	Iteration 14Q: 3 clusters Score -412828.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -412885.187500 Penalty: 4154.312012
	Iteration 15Q: 3 clusters Score -412885.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -412910.593750 Penalty: 4154.312012
	Iteration 16Q: 3 clusters Score -412910.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -412928.531250 Penalty: 4154.312012
	Iteration 17Q: 3 clusters Score -412928.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -412938.468750 Penalty: 4154.312012
	Iteration 18Q: 3 clusters Score -412938.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -412945.375000 Penalty: 4154.312012
	Iteration 19Q: 3 clusters Score -412945.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -412952.312500 Penalty: 4154.312012
	Iteration 20F: 3 clusters Score -412952.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -412956.187500 Penalty: 4154.312012
	Iteration 21Q: 3 clusters Score -412956.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -412958.937500 Penalty: 4154.312012
	Iteration 22Q: 3 clusters Score -412958.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -412960.437500 Penalty: 4154.312012
	Iteration 23Q: 3 clusters Score -412960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -412960.843750 Penalty: 4154.312012
	Iteration 24Q: 3 clusters Score -412960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -412962.562500 Penalty: 4154.312012
	Iteration 25Q: 3 clusters Score -412962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -412962.562500 Penalty: 4154.312012
	Iteration 26F: 3 clusters Score -412962.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Entering Unmasked Estep 
Score: -4448476.000000 Penalty: 2651.020996
	Iteration 0F: 2 clusters Score -4448476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -4418810.500000 Penalty: 5302.041992
	Iteration 0F: 3 clusters Score -4418810 nChanged 20203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -4429852.000000 Penalty: 5302.041992
	Iteration 1F: 3 clusters Score -4429852 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -4430323.000000 Penalty: 5302.041992
	Iteration 2Q: 3 clusters Score -4430323 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -4430748.000000 Penalty: 5302.041992
	Iteration 3Q: 3 clusters Score -4430748 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -4431193.000000 Penalty: 5302.041992
	Iteration 4Q: 3 clusters Score -4431193 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4431756.000000 Penalty: 5302.041992
	Iteration 5Q: 3 clusters Score -4431756 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -4432561.000000 Penalty: 5302.041992
	Iteration 6Q: 3 clusters Score -4432561 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -4433806.500000 Penalty: 5302.041992
	Iteration 7F: 3 clusters Score -4433806 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -4435636.500000 Penalty: 5302.041992
	Iteration 8F: 3 clusters Score -4435636 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -4438113.500000 Penalty: 5302.041992
	Iteration 9F: 3 clusters Score -4438114 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -4440897.500000 Penalty: 5302.041992
	Iteration 10F: 3 clusters Score -4440898 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4443221.500000 Penalty: 5302.041992
	Iteration 11F: 3 clusters Score -4443222 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4444657.500000 Penalty: 5302.041992
	Iteration 12Q: 3 clusters Score -4444658 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4445374.000000 Penalty: 5302.041992
	Iteration 13Q: 3 clusters Score -4445374 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4445693.500000 Penalty: 5302.041992
	Iteration 14Q: 3 clusters Score -4445694 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4445877.500000 Penalty: 5302.041992
	Iteration 15Q: 3 clusters Score -4445878 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4445957.500000 Penalty: 5302.041992
	Iteration 16Q: 3 clusters Score -4445958 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4446008.500000 Penalty: 5302.041992
	Iteration 17Q: 3 clusters Score -4446008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4446057.500000 Penalty: 5302.041992
	Iteration 18Q: 3 clusters Score -4446058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4446081.500000 Penalty: 5302.041992
	Iteration 19Q: 3 clusters Score -4446082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4446102.000000 Penalty: 5302.041992
	Iteration 20F: 3 clusters Score -4446102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4446113.500000 Penalty: 5302.041992
	Iteration 21Q: 3 clusters Score -4446114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4446127.500000 Penalty: 5302.041992
	Iteration 22Q: 3 clusters Score -4446128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4446132.000000 Penalty: 5302.041992
	Iteration 23Q: 3 clusters Score -4446132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4446136.000000 Penalty: 5302.041992
	Iteration 24Q: 3 clusters Score -4446136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4446141.000000 Penalty: 5302.041992
	Iteration 25Q: 3 clusters Score -4446141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4446144.500000 Penalty: 5302.041992
	Iteration 26Q: 3 clusters Score -4446144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4446149.000000 Penalty: 5302.041992
	Iteration 27Q: 3 clusters Score -4446149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4446145.000000 Penalty: 5302.041992
	Iteration 28Q: 3 clusters Score -4446145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4446148.500000 Penalty: 5302.041992
	Iteration 29Q: 3 clusters Score -4446148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4446151.000000 Penalty: 5302.041992
	Iteration 30Q: 3 clusters Score -4446151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4446151.500000 Penalty: 5302.041992
	Iteration 31Q: 3 clusters Score -4446152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4446157.000000 Penalty: 5302.041992
	Iteration 32Q: 3 clusters Score -4446157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4446164.500000 Penalty: 5302.041992
	Iteration 33Q: 3 clusters Score -4446164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4446164.500000 Penalty: 5302.041992
	Iteration 34F: 3 clusters Score -4446164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Entering Unmasked Estep 
Score: -890826.312500 Penalty: 2258.420410
	Iteration 0F: 2 clusters Score -890826.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -883747.000000 Penalty: 4516.840820
	Iteration 0F: 3 clusters Score -883747 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -885756.937500 Penalty: 4516.840820
	Iteration 1F: 3 clusters Score -885756.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -886042.312500 Penalty: 4516.840820
	Iteration 2F: 3 clusters Score -886042.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -886280.750000 Penalty: 4516.840820
	Iteration 3F: 3 clusters Score -886280.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -886520.125000 Penalty: 4516.840820
	Iteration 4Q: 3 clusters Score -886520.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -886731.000000 Penalty: 4516.840820
	Iteration 5Q: 3 clusters Score -886731 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -886915.125000 Penalty: 4516.840820
	Iteration 6Q: 3 clusters Score -886915.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -887088.875000 Penalty: 4516.840820
	Iteration 7Q: 3 clusters Score -887088.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -887265.187500 Penalty: 4516.840820
	Iteration 8Q: 3 clusters Score -887265.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -887409.187500 Penalty: 4516.840820
	Iteration 9Q: 3 clusters Score -887409.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -887550.500000 Penalty: 4516.840820
	Iteration 10Q: 3 clusters Score -887550.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -887659.875000 Penalty: 4516.840820
	Iteration 11Q: 3 clusters Score -887659.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -887760.437500 Penalty: 4516.840820
	Iteration 12Q: 3 clusters Score -887760.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -887853.312500 Penalty: 4516.840820
	Iteration 13Q: 3 clusters Score -887853.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -887924.812500 Penalty: 4516.840820
	Iteration 14Q: 3 clusters Score -887924.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -887976.562500 Penalty: 4516.840820
	Iteration 15Q: 3 clusters Score -887976.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -888022.250000 Penalty: 4516.840820
	Iteration 16Q: 3 clusters Score -888022.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -888063.687500 Penalty: 4516.840820
	Iteration 17Q: 3 clusters Score -888063.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -888100.562500 Penalty: 4516.840820
	Iteration 18Q: 3 clusters Score -888100.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -888138.437500 Penalty: 4516.840820
	Iteration 19Q: 3 clusters Score -888138.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -888175.437500 Penalty: 4516.840820
	Iteration 20F: 3 clusters Score -888175.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -888217.000000 Penalty: 4516.840820
	Iteration 21Q: 3 clusters Score -888217 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -888252.187500 Penalty: 4516.840820
	Iteration 22Q: 3 clusters Score -888252.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -888288.125000 Penalty: 4516.840820
	Iteration 23Q: 3 clusters Score -888288.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -888317.812500 Penalty: 4516.840820
	Iteration 24Q: 3 clusters Score -888317.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -888348.750000 Penalty: 4516.840820
	Iteration 25Q: 3 clusters Score -888348.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -888376.562500 Penalty: 4516.840820
	Iteration 26Q: 3 clusters Score -888376.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -888405.125000 Penalty: 4516.840820
	Iteration 27Q: 3 clusters Score -888405.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -888427.625000 Penalty: 4516.840820
	Iteration 28Q: 3 clusters Score -888427.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -888458.812500 Penalty: 4516.840820
	Iteration 29Q: 3 clusters Score -888458.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -888497.312500 Penalty: 4516.840820
	Iteration 30Q: 3 clusters Score -888497.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -888527.687500 Penalty: 4516.840820
	Iteration 31Q: 3 clusters Score -888527.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -888549.312500 Penalty: 4516.840820
	Iteration 32Q: 3 clusters Score -888549.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -888563.500000 Penalty: 4516.840820
	Iteration 33Q: 3 clusters Score -888563.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -888576.812500 Penalty: 4516.840820
	Iteration 34Q: 3 clusters Score -888576.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -888587.687500 Penalty: 4516.840820
	Iteration 35Q: 3 clusters Score -888587.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -888595.375000 Penalty: 4516.840820
	Iteration 36Q: 3 clusters Score -888595.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -888606.062500 Penalty: 4516.840820
	Iteration 37Q: 3 clusters Score -888606.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -888614.000000 Penalty: 4516.840820
	Iteration 38Q: 3 clusters Score -888614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -888613.187500 Penalty: 4516.840820
	Iteration 39Q: 3 clusters Score -888613.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -888617.312500 Penalty: 4516.840820
	Iteration 40F: 3 clusters Score -888617.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -888622.562500 Penalty: 4516.840820
	Iteration 41Q: 3 clusters Score -888622.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -888626.187500 Penalty: 4516.840820
	Iteration 42Q: 3 clusters Score -888626.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -888629.625000 Penalty: 4516.840820
	Iteration 43Q: 3 clusters Score -888629.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -888633.000000 Penalty: 4516.840820
	Iteration 44Q: 3 clusters Score -888633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -888633.000000 Penalty: 4516.840820
	Iteration 45Q: 3 clusters Score -888633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -888635.000000 Penalty: 4516.840820
	Iteration 46Q: 3 clusters Score -888635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -888635.125000 Penalty: 4516.840820
	Iteration 47Q: 3 clusters Score -888635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -888635.875000 Penalty: 4516.840820
	Iteration 48Q: 3 clusters Score -888635.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -888634.937500 Penalty: 4516.840820
	Iteration 49Q: 3 clusters Score -888634.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -888636.000000 Penalty: 4516.840820
	Iteration 50Q: 3 clusters Score -888636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -888636.937500 Penalty: 4516.840820
	Iteration 51Q: 3 clusters Score -888636.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -888636.062500 Penalty: 4516.840820
	Iteration 52Q: 3 clusters Score -888636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -888640.875000 Penalty: 4516.840820
	Iteration 53Q: 3 clusters Score -888640.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -888644.750000 Penalty: 4516.840820
	Iteration 54Q: 3 clusters Score -888644.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -888642.687500 Penalty: 4516.840820
	Iteration 55Q: 3 clusters Score -888642.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -888646.562500 Penalty: 4516.840820
	Iteration 56Q: 3 clusters Score -888646.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -888648.937500 Penalty: 4516.840820
	Iteration 57Q: 3 clusters Score -888648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -888651.500000 Penalty: 4516.840820
	Iteration 58Q: 3 clusters Score -888651.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -888654.562500 Penalty: 4516.840820
	Iteration 59Q: 3 clusters Score -888654.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -888655.312500 Penalty: 4516.840820
	Iteration 60F: 3 clusters Score -888655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -888654.250000 Penalty: 4516.840820
	Iteration 61Q: 3 clusters Score -888654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -888654.312500 Penalty: 4516.840820
	Iteration 62Q: 3 clusters Score -888654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -888653.250000 Penalty: 4516.840820
	Iteration 63Q: 3 clusters Score -888653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -888654.375000 Penalty: 4516.840820
	Iteration 64Q: 3 clusters Score -888654.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -888654.375000 Penalty: 4516.840820
	Iteration 65F: 3 clusters Score -888654.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Entering Unmasked Estep 
Score: -444631.000000 Penalty: 2095.118164
	Iteration 0F: 2 clusters Score -444631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -440268.093750 Penalty: 4190.236328
	Iteration 0F: 3 clusters Score -440268.1 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -441424.937500 Penalty: 4190.236328
	Iteration 1F: 3 clusters Score -441424.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -441742.500000 Penalty: 4190.236328
	Iteration 2F: 3 clusters Score -441742.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -441982.500000 Penalty: 4190.236328
	Iteration 3F: 3 clusters Score -441982.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -442251.093750 Penalty: 4190.236328
	Iteration 4F: 3 clusters Score -442251.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -442511.406250 Penalty: 4190.236328
	Iteration 5F: 3 clusters Score -442511.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -442776.250000 Penalty: 4190.236328
	Iteration 6F: 3 clusters Score -442776.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -442984.750000 Penalty: 4190.236328
	Iteration 7Q: 3 clusters Score -442984.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -443172.593750 Penalty: 4190.236328
	Iteration 8Q: 3 clusters Score -443172.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -443312.281250 Penalty: 4190.236328
	Iteration 9Q: 3 clusters Score -443312.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -443410.531250 Penalty: 4190.236328
	Iteration 10Q: 3 clusters Score -443410.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -443448.937500 Penalty: 4190.236328
	Iteration 11Q: 3 clusters Score -443448.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -443473.750000 Penalty: 4190.236328
	Iteration 12Q: 3 clusters Score -443473.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -443490.125000 Penalty: 4190.236328
	Iteration 13Q: 3 clusters Score -443490.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -443500.781250 Penalty: 4190.236328
	Iteration 14Q: 3 clusters Score -443500.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -443506.250000 Penalty: 4190.236328
	Iteration 15Q: 3 clusters Score -443506.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -443507.906250 Penalty: 4190.236328
	Iteration 16Q: 3 clusters Score -443507.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -443510.468750 Penalty: 4190.236328
	Iteration 17Q: 3 clusters Score -443510.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -443510.781250 Penalty: 4190.236328
	Iteration 18Q: 3 clusters Score -443510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -443512.593750 Penalty: 4190.236328
	Iteration 19Q: 3 clusters Score -443512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -443512.593750 Penalty: 4190.236328
	Iteration 20F: 3 clusters Score -443512.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -443513.250000 Penalty: 4190.236328
	Iteration 21Q: 3 clusters Score -443513.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -443513.312500 Penalty: 4190.236328
	Iteration 22Q: 3 clusters Score -443513.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -443513.375000 Penalty: 4190.236328
	Iteration 23Q: 3 clusters Score -443513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -443513.781250 Penalty: 4190.236328
	Iteration 24Q: 3 clusters Score -443513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -443513.781250 Penalty: 4190.236328
	Iteration 25F: 3 clusters Score -443513.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -406962.062500 Penalty: 2082.526123
	Iteration 0F: 2 clusters Score -406962.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -402835.156250 Penalty: 4165.052246
	Iteration 0F: 3 clusters Score -402835.2 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -403810.000000 Penalty: 4165.052246
	Iteration 1F: 3 clusters Score -403810 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -404060.968750 Penalty: 4165.052246
	Iteration 2F: 3 clusters Score -404061 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -404265.375000 Penalty: 4165.052246
	Iteration 3F: 3 clusters Score -404265.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -404401.218750 Penalty: 4165.052246
	Iteration 4Q: 3 clusters Score -404401.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -404521.937500 Penalty: 4165.052246
	Iteration 5Q: 3 clusters Score -404521.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -404618.000000 Penalty: 4165.052246
	Iteration 6Q: 3 clusters Score -404618 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -404696.187500 Penalty: 4165.052246
	Iteration 7Q: 3 clusters Score -404696.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -404764.625000 Penalty: 4165.052246
	Iteration 8Q: 3 clusters Score -404764.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -404832.656250 Penalty: 4165.052246
	Iteration 9Q: 3 clusters Score -404832.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -404909.250000 Penalty: 4165.052246
	Iteration 10Q: 3 clusters Score -404909.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -404975.156250 Penalty: 4165.052246
	Iteration 11Q: 3 clusters Score -404975.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -405048.281250 Penalty: 4165.052246
	Iteration 12Q: 3 clusters Score -405048.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -405112.343750 Penalty: 4165.052246
	Iteration 13Q: 3 clusters Score -405112.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -405173.781250 Penalty: 4165.052246
	Iteration 14Q: 3 clusters Score -405173.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -405234.750000 Penalty: 4165.052246
	Iteration 15Q: 3 clusters Score -405234.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -405303.000000 Penalty: 4165.052246
	Iteration 16Q: 3 clusters Score -405303 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -405370.000000 Penalty: 4165.052246
	Iteration 17Q: 3 clusters Score -405370 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -405445.218750 Penalty: 4165.052246
	Iteration 18Q: 3 clusters Score -405445.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -405509.718750 Penalty: 4165.052246
	Iteration 19Q: 3 clusters Score -405509.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -405556.562500 Penalty: 4165.052246
	Iteration 20F: 3 clusters Score -405556.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -405585.812500 Penalty: 4165.052246
	Iteration 21Q: 3 clusters Score -405585.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -405605.437500 Penalty: 4165.052246
	Iteration 22Q: 3 clusters Score -405605.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -405625.750000 Penalty: 4165.052246
	Iteration 23Q: 3 clusters Score -405625.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -405646.750000 Penalty: 4165.052246
	Iteration 24Q: 3 clusters Score -405646.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -405668.781250 Penalty: 4165.052246
	Iteration 25Q: 3 clusters Score -405668.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -405687.781250 Penalty: 4165.052246
	Iteration 26Q: 3 clusters Score -405687.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -405704.468750 Penalty: 4165.052246
	Iteration 27Q: 3 clusters Score -405704.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -405724.500000 Penalty: 4165.052246
	Iteration 28Q: 3 clusters Score -405724.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -405743.125000 Penalty: 4165.052246
	Iteration 29Q: 3 clusters Score -405743.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -405763.187500 Penalty: 4165.052246
	Iteration 30Q: 3 clusters Score -405763.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -405774.875000 Penalty: 4165.052246
	Iteration 31Q: 3 clusters Score -405774.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -405782.750000 Penalty: 4165.052246
	Iteration 32Q: 3 clusters Score -405782.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -405786.625000 Penalty: 4165.052246
	Iteration 33Q: 3 clusters Score -405786.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -405789.875000 Penalty: 4165.052246
	Iteration 34Q: 3 clusters Score -405789.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -405791.593750 Penalty: 4165.052246
	Iteration 35Q: 3 clusters Score -405791.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -405793.312500 Penalty: 4165.052246
	Iteration 36Q: 3 clusters Score -405793.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -405793.031250 Penalty: 4165.052246
	Iteration 37Q: 3 clusters Score -405793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -405795.343750 Penalty: 4165.052246
	Iteration 38Q: 3 clusters Score -405795.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -405796.062500 Penalty: 4165.052246
	Iteration 39Q: 3 clusters Score -405796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -405796.062500 Penalty: 4165.052246
	Iteration 40F: 3 clusters Score -405796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 15487 members 
Mstep: Class 3 contains 6666 members 
Mstep: Class 4 contains 5946 members 
Mstep: Class 5 contains 280293 members 
Mstep: Class 6 contains 10125 members 
Mstep: Class 7 contains 209885 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 163900 members 
Mstep: Class 11 contains 24397 members 
Mstep: Class 12 contains 225309 members 
Mstep: Class 13 contains 16864 members 
Mstep: Class 14 contains 25349 members 
Mstep: Class 15 contains 7419 members 
Mstep: Class 16 contains 66691 members 
Mstep: Class 17 contains 1999 members 
Mstep: Class 18 contains 28044 members 
Mstep: Class 19 contains 26088 members 
Mstep: Class 20 contains 17327 members 
Mstep: Class 21 contains 42225 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 3957 members 
Mstep: Class 24 contains 17935 members 
Mstep: Class 25 contains 71241 members 
Mstep: Class 26 contains 15393 members 
Mstep: Class 27 contains 201071 members 
Mstep: Class 28 contains 9599 members 
Mstep: Class 29 contains 12250 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43897 members 
Mstep: Class 33 contains 9014 members 
Mstep: Class 34 contains 4666 members 
Mstep: Class 35 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150592.000000 Penalty: 124097.632812
Iteration 119Q: 36 clusters Score -1.571506e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 15481 members 
Mstep: Class 3 contains 6662 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 280345 members 
Mstep: Class 6 contains 10141 members 
Mstep: Class 7 contains 209887 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 163949 members 
Mstep: Class 11 contains 24398 members 
Mstep: Class 12 contains 225723 members 
Mstep: Class 13 contains 16868 members 
Mstep: Class 14 contains 25327 members 
Mstep: Class 15 contains 7422 members 
Mstep: Class 16 contains 66633 members 
Mstep: Class 17 contains 1998 members 
Mstep: Class 18 contains 28033 members 
Mstep: Class 19 contains 26094 members 
Mstep: Class 20 contains 17332 members 
Mstep: Class 21 contains 42225 members 
Mstep: Class 22 contains 2371 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 17931 members 
Mstep: Class 25 contains 71198 members 
Mstep: Class 26 contains 15383 members 
Mstep: Class 27 contains 200630 members 
Mstep: Class 28 contains 9598 members 
Mstep: Class 29 contains 12249 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43913 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 4694 members 
Mstep: Class 35 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150544.000000 Penalty: 124097.632812
Iteration 120F: 36 clusters Score -1.571505e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 15475 members 
Mstep: Class 3 contains 6662 members 
Mstep: Class 4 contains 5958 members 
Mstep: Class 5 contains 280398 members 
Mstep: Class 6 contains 10157 members 
Mstep: Class 7 contains 209897 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 163985 members 
Mstep: Class 11 contains 24401 members 
Mstep: Class 12 contains 226099 members 
Mstep: Class 13 contains 16869 members 
Mstep: Class 14 contains 25297 members 
Mstep: Class 15 contains 7423 members 
Mstep: Class 16 contains 66581 members 
Mstep: Class 17 contains 1998 members 
Mstep: Class 18 contains 28025 members 
Mstep: Class 19 contains 26103 members 
Mstep: Class 20 contains 17332 members 
Mstep: Class 21 contains 42224 members 
Mstep: Class 22 contains 2371 members 
Mstep: Class 23 contains 3954 members 
Mstep: Class 24 contains 17926 members 
Mstep: Class 25 contains 71156 members 
Mstep: Class 26 contains 15369 members 
Mstep: Class 27 contains 200216 members 
Mstep: Class 28 contains 9599 members 
Mstep: Class 29 contains 12246 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43938 members 
Mstep: Class 33 contains 9034 members 
Mstep: Class 34 contains 4721 members 
Mstep: Class 35 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150864.000000 Penalty: 124097.632812
Iteration 121Q: 36 clusters Score -1.571509e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 15468 members 
Mstep: Class 3 contains 6661 members 
Mstep: Class 4 contains 5959 members 
Mstep: Class 5 contains 280439 members 
Mstep: Class 6 contains 10168 members 
Mstep: Class 7 contains 209894 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 164021 members 
Mstep: Class 11 contains 24397 members 
Mstep: Class 12 contains 226434 members 
Mstep: Class 13 contains 16867 members 
Mstep: Class 14 contains 25266 members 
Mstep: Class 15 contains 7425 members 
Mstep: Class 16 contains 66529 members 
Mstep: Class 17 contains 1998 members 
Mstep: Class 18 contains 28015 members 
Mstep: Class 19 contains 26119 members 
Mstep: Class 20 contains 17346 members 
Mstep: Class 21 contains 42228 members 
Mstep: Class 22 contains 2371 members 
Mstep: Class 23 contains 3949 members 
Mstep: Class 24 contains 17919 members 
Mstep: Class 25 contains 71128 members 
Mstep: Class 26 contains 15364 members 
Mstep: Class 27 contains 199864 members 
Mstep: Class 28 contains 9599 members 
Mstep: Class 29 contains 12246 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43956 members 
Mstep: Class 33 contains 9042 members 
Mstep: Class 34 contains 4748 members 
Mstep: Class 35 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150832.000000 Penalty: 124097.632812
Iteration 122Q: 36 clusters Score -1.571508e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 15462 members 
Mstep: Class 3 contains 6659 members 
Mstep: Class 4 contains 5963 members 
Mstep: Class 5 contains 280467 members 
Mstep: Class 6 contains 10176 members 
Mstep: Class 7 contains 209887 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164060 members 
Mstep: Class 11 contains 24394 members 
Mstep: Class 12 contains 226774 members 
Mstep: Class 13 contains 16867 members 
Mstep: Class 14 contains 25243 members 
Mstep: Class 15 contains 7428 members 
Mstep: Class 16 contains 66494 members 
Mstep: Class 17 contains 1998 members 
Mstep: Class 18 contains 28000 members 
Mstep: Class 19 contains 26121 members 
Mstep: Class 20 contains 17355 members 
Mstep: Class 21 contains 42225 members 
Mstep: Class 22 contains 2371 members 
Mstep: Class 23 contains 3946 members 
Mstep: Class 24 contains 17910 members 
Mstep: Class 25 contains 71094 members 
Mstep: Class 26 contains 15360 members 
Mstep: Class 27 contains 199542 members 
Mstep: Class 28 contains 9599 members 
Mstep: Class 29 contains 12248 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43960 members 
Mstep: Class 33 contains 9050 members 
Mstep: Class 34 contains 4772 members 
Mstep: Class 35 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150784.000000 Penalty: 124097.632812
Iteration 123Q: 36 clusters Score -1.571508e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 15462 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 5962 members 
Mstep: Class 5 contains 280492 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 209857 members 
Mstep: Class 8 contains 8456 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164082 members 
Mstep: Class 11 contains 24393 members 
Mstep: Class 12 contains 227119 members 
Mstep: Class 13 contains 16867 members 
Mstep: Class 14 contains 25222 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 66464 members 
Mstep: Class 17 contains 1998 members 
Mstep: Class 18 contains 27992 members 
Mstep: Class 19 contains 26112 members 
Mstep: Class 20 contains 17370 members 
Mstep: Class 21 contains 42231 members 
Mstep: Class 22 contains 2370 members 
Mstep: Class 23 contains 3942 members 
Mstep: Class 24 contains 17902 members 
Mstep: Class 25 contains 71053 members 
Mstep: Class 26 contains 15359 members 
Mstep: Class 27 contains 199246 members 
Mstep: Class 28 contains 9598 members 
Mstep: Class 29 contains 12247 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43964 members 
Mstep: Class 33 contains 9056 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 4438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150864.000000 Penalty: 124097.632812
Iteration 124Q: 36 clusters Score -1.571509e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 15463 members 
Mstep: Class 3 contains 6654 members 
Mstep: Class 4 contains 5964 members 
Mstep: Class 5 contains 280514 members 
Mstep: Class 6 contains 10192 members 
Mstep: Class 7 contains 209814 members 
Mstep: Class 8 contains 8455 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 164099 members 
Mstep: Class 11 contains 24393 members 
Mstep: Class 12 contains 227449 members 
Mstep: Class 13 contains 16867 members 
Mstep: Class 14 contains 25218 members 
Mstep: Class 15 contains 7433 members 
Mstep: Class 16 contains 66431 members 
Mstep: Class 17 contains 1998 members 
Mstep: Class 18 contains 27981 members 
Mstep: Class 19 contains 26094 members 
Mstep: Class 20 contains 17375 members 
Mstep: Class 21 contains 42236 members 
Mstep: Class 22 contains 2370 members 
Mstep: Class 23 contains 3942 members 
Mstep: Class 24 contains 17892 members 
Mstep: Class 25 contains 71029 members 
Mstep: Class 26 contains 15359 members 
Mstep: Class 27 contains 198995 members 
Mstep: Class 28 contains 9599 members 
Mstep: Class 29 contains 12245 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43954 members 
Mstep: Class 33 contains 9065 members 
Mstep: Class 34 contains 4809 members 
Mstep: Class 35 contains 4438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150704.000000 Penalty: 124097.632812
Iteration 125Q: 36 clusters Score -1.571507e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 15461 members 
Mstep: Class 3 contains 6653 members 
Mstep: Class 4 contains 5965 members 
Mstep: Class 5 contains 280537 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 209781 members 
Mstep: Class 8 contains 8453 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 164113 members 
Mstep: Class 11 contains 24393 members 
Mstep: Class 12 contains 227761 members 
Mstep: Class 13 contains 16864 members 
Mstep: Class 14 contains 25210 members 
Mstep: Class 15 contains 7434 members 
Mstep: Class 16 contains 66390 members 
Mstep: Class 17 contains 1998 members 
Mstep: Class 18 contains 27973 members 
Mstep: Class 19 contains 26086 members 
Mstep: Class 20 contains 17374 members 
Mstep: Class 21 contains 42247 members 
Mstep: Class 22 contains 2371 members 
Mstep: Class 23 contains 3944 members 
Mstep: Class 24 contains 17892 members 
Mstep: Class 25 contains 70998 members 
Mstep: Class 26 contains 15356 members 
Mstep: Class 27 contains 198757 members 
Mstep: Class 28 contains 9598 members 
Mstep: Class 29 contains 12244 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43947 members 
Mstep: Class 33 contains 9073 members 
Mstep: Class 34 contains 4823 members 
Mstep: Class 35 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150688.000000 Penalty: 124097.632812
Iteration 126Q: 36 clusters Score -1.571507e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 15456 members 
Mstep: Class 3 contains 6649 members 
Mstep: Class 4 contains 5971 members 
Mstep: Class 5 contains 280554 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 209770 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 7302 members 
Mstep: Class 10 contains 164133 members 
Mstep: Class 11 contains 24391 members 
Mstep: Class 12 contains 228026 members 
Mstep: Class 13 contains 16867 members 
Mstep: Class 14 contains 25198 members 
Mstep: Class 15 contains 7435 members 
Mstep: Class 16 contains 66357 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 18 contains 27969 members 
Mstep: Class 19 contains 26084 members 
Mstep: Class 20 contains 17369 members 
Mstep: Class 21 contains 42254 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3942 members 
Mstep: Class 24 contains 17887 members 
Mstep: Class 25 contains 70967 members 
Mstep: Class 26 contains 15353 members 
Mstep: Class 27 contains 198544 members 
Mstep: Class 28 contains 9597 members 
Mstep: Class 29 contains 12242 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43943 members 
Mstep: Class 33 contains 9078 members 
Mstep: Class 34 contains 4833 members 
Mstep: Class 35 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150624.000000 Penalty: 124097.632812
Iteration 127Q: 36 clusters Score -1.571506e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 15455 members 
Mstep: Class 3 contains 6648 members 
Mstep: Class 4 contains 5973 members 
Mstep: Class 5 contains 280564 members 
Mstep: Class 6 contains 10223 members 
Mstep: Class 7 contains 209760 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 7302 members 
Mstep: Class 10 contains 164175 members 
Mstep: Class 11 contains 24391 members 
Mstep: Class 12 contains 228245 members 
Mstep: Class 13 contains 16869 members 
Mstep: Class 14 contains 25188 members 
Mstep: Class 15 contains 7437 members 
Mstep: Class 16 contains 66323 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27970 members 
Mstep: Class 19 contains 26085 members 
Mstep: Class 20 contains 17370 members 
Mstep: Class 21 contains 42259 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 3938 members 
Mstep: Class 24 contains 17883 members 
Mstep: Class 25 contains 70949 members 
Mstep: Class 26 contains 15350 members 
Mstep: Class 27 contains 198343 members 
Mstep: Class 28 contains 9597 members 
Mstep: Class 29 contains 12239 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43926 members 
Mstep: Class 33 contains 9081 members 
Mstep: Class 34 contains 4846 members 
Mstep: Class 35 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150624.000000 Penalty: 124097.632812
Iteration 128Q: 36 clusters Score -1.571506e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 15451 members 
Mstep: Class 3 contains 6650 members 
Mstep: Class 4 contains 5974 members 
Mstep: Class 5 contains 280584 members 
Mstep: Class 6 contains 10231 members 
Mstep: Class 7 contains 209753 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 164197 members 
Mstep: Class 11 contains 24391 members 
Mstep: Class 12 contains 228442 members 
Mstep: Class 13 contains 16868 members 
Mstep: Class 14 contains 25181 members 
Mstep: Class 15 contains 7439 members 
Mstep: Class 16 contains 66298 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27968 members 
Mstep: Class 19 contains 26086 members 
Mstep: Class 20 contains 17370 members 
Mstep: Class 21 contains 42260 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3937 members 
Mstep: Class 24 contains 17880 members 
Mstep: Class 25 contains 70928 members 
Mstep: Class 26 contains 15347 members 
Mstep: Class 27 contains 198160 members 
Mstep: Class 28 contains 9597 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43921 members 
Mstep: Class 33 contains 9085 members 
Mstep: Class 34 contains 4859 members 
Mstep: Class 35 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150560.000000 Penalty: 124097.632812
Iteration 129Q: 36 clusters Score -1.571506e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 15451 members 
Mstep: Class 3 contains 6653 members 
Mstep: Class 4 contains 5974 members 
Mstep: Class 5 contains 280604 members 
Mstep: Class 6 contains 10233 members 
Mstep: Class 7 contains 209751 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 164218 members 
Mstep: Class 11 contains 24387 members 
Mstep: Class 12 contains 228611 members 
Mstep: Class 13 contains 16863 members 
Mstep: Class 14 contains 25184 members 
Mstep: Class 15 contains 7441 members 
Mstep: Class 16 contains 66270 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27965 members 
Mstep: Class 19 contains 26083 members 
Mstep: Class 20 contains 17372 members 
Mstep: Class 21 contains 42262 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3937 members 
Mstep: Class 24 contains 17875 members 
Mstep: Class 25 contains 70909 members 
Mstep: Class 26 contains 15346 members 
Mstep: Class 27 contains 198001 members 
Mstep: Class 28 contains 9595 members 
Mstep: Class 29 contains 12232 members 
Mstep: Class 30 contains 16108 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43923 members 
Mstep: Class 33 contains 9093 members 
Mstep: Class 34 contains 4863 members 
Mstep: Class 35 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150704.000000 Penalty: 124097.632812
Iteration 130Q: 36 clusters Score -1.571507e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 15445 members 
Mstep: Class 3 contains 6648 members 
Mstep: Class 4 contains 5974 members 
Mstep: Class 5 contains 280626 members 
Mstep: Class 6 contains 10233 members 
Mstep: Class 7 contains 209748 members 
Mstep: Class 8 contains 8450 members 
Mstep: Class 9 contains 7302 members 
Mstep: Class 10 contains 164249 members 
Mstep: Class 11 contains 24384 members 
Mstep: Class 12 contains 228761 members 
Mstep: Class 13 contains 16862 members 
Mstep: Class 14 contains 25178 members 
Mstep: Class 15 contains 7445 members 
Mstep: Class 16 contains 66252 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27961 members 
Mstep: Class 19 contains 26080 members 
Mstep: Class 20 contains 17374 members 
Mstep: Class 21 contains 42264 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 17871 members 
Mstep: Class 25 contains 70897 members 
Mstep: Class 26 contains 15343 members 
Mstep: Class 27 contains 197857 members 
Mstep: Class 28 contains 9596 members 
Mstep: Class 29 contains 12227 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43917 members 
Mstep: Class 33 contains 9100 members 
Mstep: Class 34 contains 4869 members 
Mstep: Class 35 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150672.000000 Penalty: 124097.632812
Iteration 131Q: 36 clusters Score -1.571507e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 15446 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5974 members 
Mstep: Class 5 contains 280643 members 
Mstep: Class 6 contains 10235 members 
Mstep: Class 7 contains 209744 members 
Mstep: Class 8 contains 8450 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 164257 members 
Mstep: Class 11 contains 24381 members 
Mstep: Class 12 contains 228901 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 25180 members 
Mstep: Class 15 contains 7451 members 
Mstep: Class 16 contains 66242 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27958 members 
Mstep: Class 19 contains 26081 members 
Mstep: Class 20 contains 17376 members 
Mstep: Class 21 contains 42274 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3935 members 
Mstep: Class 24 contains 17866 members 
Mstep: Class 25 contains 70889 members 
Mstep: Class 26 contains 15338 members 
Mstep: Class 27 contains 197719 members 
Mstep: Class 28 contains 9594 members 
Mstep: Class 29 contains 12226 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43907 members 
Mstep: Class 33 contains 9103 members 
Mstep: Class 34 contains 4873 members 
Mstep: Class 35 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150848.000000 Penalty: 124097.632812
Iteration 132Q: 36 clusters Score -1.571508e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 15448 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5974 members 
Mstep: Class 5 contains 280649 members 
Mstep: Class 6 contains 10236 members 
Mstep: Class 7 contains 209754 members 
Mstep: Class 8 contains 8449 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 164260 members 
Mstep: Class 11 contains 24379 members 
Mstep: Class 12 contains 229032 members 
Mstep: Class 13 contains 16859 members 
Mstep: Class 14 contains 25182 members 
Mstep: Class 15 contains 7456 members 
Mstep: Class 16 contains 66234 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27957 members 
Mstep: Class 19 contains 26084 members 
Mstep: Class 20 contains 17380 members 
Mstep: Class 21 contains 42280 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3934 members 
Mstep: Class 24 contains 17862 members 
Mstep: Class 25 contains 70876 members 
Mstep: Class 26 contains 15333 members 
Mstep: Class 27 contains 197583 members 
Mstep: Class 28 contains 9592 members 
Mstep: Class 29 contains 12225 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43900 members 
Mstep: Class 33 contains 9111 members 
Mstep: Class 34 contains 4877 members 
Mstep: Class 35 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150752.000000 Penalty: 124097.632812
Iteration 133Q: 36 clusters Score -1.571508e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 15448 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5972 members 
Mstep: Class 5 contains 280667 members 
Mstep: Class 6 contains 10241 members 
Mstep: Class 7 contains 209759 members 
Mstep: Class 8 contains 8449 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 164257 members 
Mstep: Class 11 contains 24374 members 
Mstep: Class 12 contains 229176 members 
Mstep: Class 13 contains 16858 members 
Mstep: Class 14 contains 25180 members 
Mstep: Class 15 contains 7462 members 
Mstep: Class 16 contains 66228 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27955 members 
Mstep: Class 19 contains 26081 members 
Mstep: Class 20 contains 17387 members 
Mstep: Class 21 contains 42280 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3935 members 
Mstep: Class 24 contains 17859 members 
Mstep: Class 25 contains 70858 members 
Mstep: Class 26 contains 15330 members 
Mstep: Class 27 contains 197447 members 
Mstep: Class 28 contains 9592 members 
Mstep: Class 29 contains 12224 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43891 members 
Mstep: Class 33 contains 9118 members 
Mstep: Class 34 contains 4881 members 
Mstep: Class 35 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150912.000000 Penalty: 124097.632812
Iteration 134Q: 36 clusters Score -1.571509e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 15448 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5974 members 
Mstep: Class 5 contains 280682 members 
Mstep: Class 6 contains 10245 members 
Mstep: Class 7 contains 209767 members 
Mstep: Class 8 contains 8449 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 164254 members 
Mstep: Class 11 contains 24376 members 
Mstep: Class 12 contains 229320 members 
Mstep: Class 13 contains 16858 members 
Mstep: Class 14 contains 25177 members 
Mstep: Class 15 contains 7464 members 
Mstep: Class 16 contains 66217 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27945 members 
Mstep: Class 19 contains 26072 members 
Mstep: Class 20 contains 17387 members 
Mstep: Class 21 contains 42285 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3934 members 
Mstep: Class 24 contains 17852 members 
Mstep: Class 25 contains 70838 members 
Mstep: Class 26 contains 15326 members 
Mstep: Class 27 contains 197320 members 
Mstep: Class 28 contains 9592 members 
Mstep: Class 29 contains 12224 members 
Mstep: Class 30 contains 16112 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43889 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 4887 members 
Mstep: Class 35 contains 4442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150864.000000 Penalty: 124097.632812
Iteration 135Q: 36 clusters Score -1.571509e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 15448 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5974 members 
Mstep: Class 5 contains 280691 members 
Mstep: Class 6 contains 10247 members 
Mstep: Class 7 contains 209781 members 
Mstep: Class 8 contains 8449 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164252 members 
Mstep: Class 11 contains 24376 members 
Mstep: Class 12 contains 229453 members 
Mstep: Class 13 contains 16858 members 
Mstep: Class 14 contains 25175 members 
Mstep: Class 15 contains 7466 members 
Mstep: Class 16 contains 66200 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27943 members 
Mstep: Class 19 contains 26066 members 
Mstep: Class 20 contains 17393 members 
Mstep: Class 21 contains 42284 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3935 members 
Mstep: Class 24 contains 17849 members 
Mstep: Class 25 contains 70823 members 
Mstep: Class 26 contains 15323 members 
Mstep: Class 27 contains 197199 members 
Mstep: Class 28 contains 9592 members 
Mstep: Class 29 contains 12222 members 
Mstep: Class 30 contains 16112 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43883 members 
Mstep: Class 33 contains 9131 members 
Mstep: Class 34 contains 4894 members 
Mstep: Class 35 contains 4442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150624.000000 Penalty: 124097.632812
Iteration 136Q: 36 clusters Score -1.571506e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5972 members 
Mstep: Class 5 contains 280708 members 
Mstep: Class 6 contains 10251 members 
Mstep: Class 7 contains 209801 members 
Mstep: Class 8 contains 8449 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164260 members 
Mstep: Class 11 contains 24373 members 
Mstep: Class 12 contains 229556 members 
Mstep: Class 13 contains 16857 members 
Mstep: Class 14 contains 25170 members 
Mstep: Class 15 contains 7467 members 
Mstep: Class 16 contains 66192 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27934 members 
Mstep: Class 19 contains 26059 members 
Mstep: Class 20 contains 17398 members 
Mstep: Class 21 contains 42290 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3934 members 
Mstep: Class 24 contains 17846 members 
Mstep: Class 25 contains 70808 members 
Mstep: Class 26 contains 15321 members 
Mstep: Class 27 contains 197078 members 
Mstep: Class 28 contains 9592 members 
Mstep: Class 29 contains 12220 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43880 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4904 members 
Mstep: Class 35 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150528.000000 Penalty: 124097.632812
Iteration 137Q: 36 clusters Score -1.571505e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5970 members 
Mstep: Class 5 contains 280719 members 
Mstep: Class 6 contains 10255 members 
Mstep: Class 7 contains 209811 members 
Mstep: Class 8 contains 8448 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 164277 members 
Mstep: Class 11 contains 24372 members 
Mstep: Class 12 contains 229660 members 
Mstep: Class 13 contains 16856 members 
Mstep: Class 14 contains 25159 members 
Mstep: Class 15 contains 7468 members 
Mstep: Class 16 contains 66188 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27933 members 
Mstep: Class 19 contains 26058 members 
Mstep: Class 20 contains 17406 members 
Mstep: Class 21 contains 42290 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3932 members 
Mstep: Class 24 contains 17845 members 
Mstep: Class 25 contains 70788 members 
Mstep: Class 26 contains 15320 members 
Mstep: Class 27 contains 196969 members 
Mstep: Class 28 contains 9591 members 
Mstep: Class 29 contains 12219 members 
Mstep: Class 30 contains 16115 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43872 members 
Mstep: Class 33 contains 9137 members 
Mstep: Class 34 contains 4914 members 
Mstep: Class 35 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150656.000000 Penalty: 124097.632812
Iteration 138Q: 36 clusters Score -1.571507e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5971 members 
Mstep: Class 5 contains 280725 members 
Mstep: Class 6 contains 10261 members 
Mstep: Class 7 contains 209830 members 
Mstep: Class 8 contains 8447 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 164287 members 
Mstep: Class 11 contains 24371 members 
Mstep: Class 12 contains 229754 members 
Mstep: Class 13 contains 16856 members 
Mstep: Class 14 contains 25157 members 
Mstep: Class 15 contains 7468 members 
Mstep: Class 16 contains 66184 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27931 members 
Mstep: Class 19 contains 26056 members 
Mstep: Class 20 contains 17408 members 
Mstep: Class 21 contains 42290 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3930 members 
Mstep: Class 24 contains 17844 members 
Mstep: Class 25 contains 70771 members 
Mstep: Class 26 contains 15317 members 
Mstep: Class 27 contains 196861 members 
Mstep: Class 28 contains 9590 members 
Mstep: Class 29 contains 12219 members 
Mstep: Class 30 contains 16116 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43870 members 
Mstep: Class 33 contains 9141 members 
Mstep: Class 34 contains 4919 members 
Mstep: Class 35 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150608.000000 Penalty: 124097.632812
Iteration 139Q: 36 clusters Score -1.571506e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 15445 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5973 members 
Mstep: Class 5 contains 280730 members 
Mstep: Class 6 contains 10264 members 
Mstep: Class 7 contains 209840 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 164299 members 
Mstep: Class 11 contains 24368 members 
Mstep: Class 12 contains 229841 members 
Mstep: Class 13 contains 16856 members 
Mstep: Class 14 contains 25160 members 
Mstep: Class 15 contains 7468 members 
Mstep: Class 16 contains 66177 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27929 members 
Mstep: Class 19 contains 26058 members 
Mstep: Class 20 contains 17411 members 
Mstep: Class 21 contains 42287 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17843 members 
Mstep: Class 25 contains 70758 members 
Mstep: Class 26 contains 15315 members 
Mstep: Class 27 contains 196756 members 
Mstep: Class 28 contains 9589 members 
Mstep: Class 29 contains 12219 members 
Mstep: Class 30 contains 16117 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43876 members 
Mstep: Class 33 contains 9145 members 
Mstep: Class 34 contains 4922 members 
Mstep: Class 35 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150784.000000 Penalty: 124097.632812
Iteration 140F: 36 clusters Score -1.571508e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5974 members 
Mstep: Class 5 contains 280743 members 
Mstep: Class 6 contains 10263 members 
Mstep: Class 7 contains 209851 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 164305 members 
Mstep: Class 11 contains 24366 members 
Mstep: Class 12 contains 229925 members 
Mstep: Class 13 contains 16856 members 
Mstep: Class 14 contains 25164 members 
Mstep: Class 15 contains 7471 members 
Mstep: Class 16 contains 66174 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27924 members 
Mstep: Class 19 contains 26058 members 
Mstep: Class 20 contains 17415 members 
Mstep: Class 21 contains 42286 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3930 members 
Mstep: Class 24 contains 17838 members 
Mstep: Class 25 contains 70744 members 
Mstep: Class 26 contains 15314 members 
Mstep: Class 27 contains 196661 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12218 members 
Mstep: Class 30 contains 16117 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43873 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4926 members 
Mstep: Class 35 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150944.000000 Penalty: 124097.632812
Iteration 141Q: 36 clusters Score -1.571509e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 15445 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5978 members 
Mstep: Class 5 contains 280748 members 
Mstep: Class 6 contains 10263 members 
Mstep: Class 7 contains 209850 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 164311 members 
Mstep: Class 11 contains 24367 members 
Mstep: Class 12 contains 230011 members 
Mstep: Class 13 contains 16855 members 
Mstep: Class 14 contains 25166 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 66169 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27915 members 
Mstep: Class 19 contains 26056 members 
Mstep: Class 20 contains 17422 members 
Mstep: Class 21 contains 42289 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3928 members 
Mstep: Class 24 contains 17832 members 
Mstep: Class 25 contains 70733 members 
Mstep: Class 26 contains 15313 members 
Mstep: Class 27 contains 196571 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12218 members 
Mstep: Class 30 contains 16117 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43873 members 
Mstep: Class 33 contains 9151 members 
Mstep: Class 34 contains 4930 members 
Mstep: Class 35 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150784.000000 Penalty: 124097.632812
Iteration 142Q: 36 clusters Score -1.571508e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 15445 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5981 members 
Mstep: Class 5 contains 280754 members 
Mstep: Class 6 contains 10263 members 
Mstep: Class 7 contains 209852 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 164323 members 
Mstep: Class 11 contains 24367 members 
Mstep: Class 12 contains 230097 members 
Mstep: Class 13 contains 16855 members 
Mstep: Class 14 contains 25162 members 
Mstep: Class 15 contains 7476 members 
Mstep: Class 16 contains 66163 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27904 members 
Mstep: Class 19 contains 26061 members 
Mstep: Class 20 contains 17425 members 
Mstep: Class 21 contains 42291 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 17829 members 
Mstep: Class 25 contains 70717 members 
Mstep: Class 26 contains 15313 members 
Mstep: Class 27 contains 196481 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12218 members 
Mstep: Class 30 contains 16118 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43873 members 
Mstep: Class 33 contains 9154 members 
Mstep: Class 34 contains 4937 members 
Mstep: Class 35 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150832.000000 Penalty: 124097.632812
Iteration 143Q: 36 clusters Score -1.571508e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 15445 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5983 members 
Mstep: Class 5 contains 280774 members 
Mstep: Class 6 contains 10263 members 
Mstep: Class 7 contains 209849 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 164334 members 
Mstep: Class 11 contains 24367 members 
Mstep: Class 12 contains 230174 members 
Mstep: Class 13 contains 16855 members 
Mstep: Class 14 contains 25158 members 
Mstep: Class 15 contains 7476 members 
Mstep: Class 16 contains 66159 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27890 members 
Mstep: Class 19 contains 26061 members 
Mstep: Class 20 contains 17428 members 
Mstep: Class 21 contains 42288 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3928 members 
Mstep: Class 24 contains 17828 members 
Mstep: Class 25 contains 70700 members 
Mstep: Class 26 contains 15313 members 
Mstep: Class 27 contains 196400 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12218 members 
Mstep: Class 30 contains 16118 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43872 members 
Mstep: Class 33 contains 9163 members 
Mstep: Class 34 contains 4946 members 
Mstep: Class 35 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150832.000000 Penalty: 124097.632812
Iteration 144Q: 36 clusters Score -1.571508e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 15446 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5989 members 
Mstep: Class 5 contains 280785 members 
Mstep: Class 6 contains 10263 members 
Mstep: Class 7 contains 209843 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 164344 members 
Mstep: Class 11 contains 24367 members 
Mstep: Class 12 contains 230262 members 
Mstep: Class 13 contains 16855 members 
Mstep: Class 14 contains 25160 members 
Mstep: Class 15 contains 7476 members 
Mstep: Class 16 contains 66148 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27881 members 
Mstep: Class 19 contains 26052 members 
Mstep: Class 20 contains 17430 members 
Mstep: Class 21 contains 42288 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 3928 members 
Mstep: Class 24 contains 17828 members 
Mstep: Class 25 contains 70686 members 
Mstep: Class 26 contains 15313 members 
Mstep: Class 27 contains 196318 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12219 members 
Mstep: Class 30 contains 16118 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43872 members 
Mstep: Class 33 contains 9168 members 
Mstep: Class 34 contains 4950 members 
Mstep: Class 35 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150752.000000 Penalty: 124097.632812
Iteration 145Q: 36 clusters Score -1.571508e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5992 members 
Mstep: Class 5 contains 280795 members 
Mstep: Class 6 contains 10263 members 
Mstep: Class 7 contains 209830 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164354 members 
Mstep: Class 11 contains 24367 members 
Mstep: Class 12 contains 230343 members 
Mstep: Class 13 contains 16855 members 
Mstep: Class 14 contains 25156 members 
Mstep: Class 15 contains 7476 members 
Mstep: Class 16 contains 66141 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27871 members 
Mstep: Class 19 contains 26051 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 42294 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 17828 members 
Mstep: Class 25 contains 70674 members 
Mstep: Class 26 contains 15313 members 
Mstep: Class 27 contains 196246 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12219 members 
Mstep: Class 30 contains 16118 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43874 members 
Mstep: Class 33 contains 9173 members 
Mstep: Class 34 contains 4956 members 
Mstep: Class 35 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150592.000000 Penalty: 124097.632812
Iteration 146Q: 36 clusters Score -1.571506e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 280802 members 
Mstep: Class 6 contains 10263 members 
Mstep: Class 7 contains 209817 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 164363 members 
Mstep: Class 11 contains 24367 members 
Mstep: Class 12 contains 230411 members 
Mstep: Class 13 contains 16856 members 
Mstep: Class 14 contains 25147 members 
Mstep: Class 15 contains 7476 members 
Mstep: Class 16 contains 66139 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27864 members 
Mstep: Class 19 contains 26049 members 
Mstep: Class 20 contains 17440 members 
Mstep: Class 21 contains 42299 members 
Mstep: Class 22 contains 2375 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 17827 members 
Mstep: Class 25 contains 70663 members 
Mstep: Class 26 contains 15311 members 
Mstep: Class 27 contains 196186 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12219 members 
Mstep: Class 30 contains 16116 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43873 members 
Mstep: Class 33 contains 9178 members 
Mstep: Class 34 contains 4966 members 
Mstep: Class 35 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150672.000000 Penalty: 124097.632812
Iteration 147Q: 36 clusters Score -1.571507e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5994 members 
Mstep: Class 5 contains 280807 members 
Mstep: Class 6 contains 10263 members 
Mstep: Class 7 contains 209807 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 164367 members 
Mstep: Class 11 contains 24367 members 
Mstep: Class 12 contains 230479 members 
Mstep: Class 13 contains 16857 members 
Mstep: Class 14 contains 25138 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 66135 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27863 members 
Mstep: Class 19 contains 26045 members 
Mstep: Class 20 contains 17443 members 
Mstep: Class 21 contains 42301 members 
Mstep: Class 22 contains 2377 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 17827 members 
Mstep: Class 25 contains 70650 members 
Mstep: Class 26 contains 15309 members 
Mstep: Class 27 contains 196133 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12219 members 
Mstep: Class 30 contains 16116 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43871 members 
Mstep: Class 33 contains 9183 members 
Mstep: Class 34 contains 4978 members 
Mstep: Class 35 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150720.000000 Penalty: 124097.632812
Iteration 148Q: 36 clusters Score -1.571507e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5992 members 
Mstep: Class 5 contains 280810 members 
Mstep: Class 6 contains 10263 members 
Mstep: Class 7 contains 209793 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164377 members 
Mstep: Class 11 contains 24366 members 
Mstep: Class 12 contains 230540 members 
Mstep: Class 13 contains 16857 members 
Mstep: Class 14 contains 25131 members 
Mstep: Class 15 contains 7478 members 
Mstep: Class 16 contains 66130 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27859 members 
Mstep: Class 19 contains 26042 members 
Mstep: Class 20 contains 17450 members 
Mstep: Class 21 contains 42304 members 
Mstep: Class 22 contains 2380 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 17827 members 
Mstep: Class 25 contains 70643 members 
Mstep: Class 26 contains 15305 members 
Mstep: Class 27 contains 196080 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12218 members 
Mstep: Class 30 contains 16115 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43874 members 
Mstep: Class 33 contains 9188 members 
Mstep: Class 34 contains 4987 members 
Mstep: Class 35 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150768.000000 Penalty: 124097.632812
Iteration 149Q: 36 clusters Score -1.571508e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5993 members 
Mstep: Class 5 contains 280812 members 
Mstep: Class 6 contains 10263 members 
Mstep: Class 7 contains 209778 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164382 members 
Mstep: Class 11 contains 24366 members 
Mstep: Class 12 contains 230601 members 
Mstep: Class 13 contains 16858 members 
Mstep: Class 14 contains 25120 members 
Mstep: Class 15 contains 7478 members 
Mstep: Class 16 contains 66127 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27854 members 
Mstep: Class 19 contains 26042 members 
Mstep: Class 20 contains 17457 members 
Mstep: Class 21 contains 42306 members 
Mstep: Class 22 contains 2384 members 
Mstep: Class 23 contains 3925 members 
Mstep: Class 24 contains 17825 members 
Mstep: Class 25 contains 70634 members 
Mstep: Class 26 contains 15304 members 
Mstep: Class 27 contains 196032 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 16115 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43875 members 
Mstep: Class 33 contains 9193 members 
Mstep: Class 34 contains 4999 members 
Mstep: Class 35 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150624.000000 Penalty: 124097.632812
Iteration 150Q: 36 clusters Score -1.571506e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5992 members 
Mstep: Class 5 contains 280820 members 
Mstep: Class 6 contains 10264 members 
Mstep: Class 7 contains 209763 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164390 members 
Mstep: Class 11 contains 24366 members 
Mstep: Class 12 contains 230664 members 
Mstep: Class 13 contains 16858 members 
Mstep: Class 14 contains 25107 members 
Mstep: Class 15 contains 7478 members 
Mstep: Class 16 contains 66122 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27849 members 
Mstep: Class 19 contains 26039 members 
Mstep: Class 20 contains 17457 members 
Mstep: Class 21 contains 42311 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17824 members 
Mstep: Class 25 contains 70631 members 
Mstep: Class 26 contains 15303 members 
Mstep: Class 27 contains 195980 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 16115 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43870 members 
Mstep: Class 33 contains 9196 members 
Mstep: Class 34 contains 5012 members 
Mstep: Class 35 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150688.000000 Penalty: 124097.632812
Iteration 151Q: 36 clusters Score -1.571507e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 15443 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5992 members 
Mstep: Class 5 contains 280829 members 
Mstep: Class 6 contains 10265 members 
Mstep: Class 7 contains 209751 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164391 members 
Mstep: Class 11 contains 24366 members 
Mstep: Class 12 contains 230716 members 
Mstep: Class 13 contains 16858 members 
Mstep: Class 14 contains 25101 members 
Mstep: Class 15 contains 7479 members 
Mstep: Class 16 contains 66118 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27848 members 
Mstep: Class 19 contains 26036 members 
Mstep: Class 20 contains 17456 members 
Mstep: Class 21 contains 42314 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 17823 members 
Mstep: Class 25 contains 70627 members 
Mstep: Class 26 contains 15303 members 
Mstep: Class 27 contains 195935 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 16115 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43869 members 
Mstep: Class 33 contains 9197 members 
Mstep: Class 34 contains 5022 members 
Mstep: Class 35 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150624.000000 Penalty: 124097.632812
Iteration 152Q: 36 clusters Score -1.571506e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 15443 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5992 members 
Mstep: Class 5 contains 280836 members 
Mstep: Class 6 contains 10265 members 
Mstep: Class 7 contains 209737 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164403 members 
Mstep: Class 11 contains 24366 members 
Mstep: Class 12 contains 230769 members 
Mstep: Class 13 contains 16858 members 
Mstep: Class 14 contains 25090 members 
Mstep: Class 15 contains 7479 members 
Mstep: Class 16 contains 66114 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27848 members 
Mstep: Class 19 contains 26037 members 
Mstep: Class 20 contains 17458 members 
Mstep: Class 21 contains 42313 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 17823 members 
Mstep: Class 25 contains 70623 members 
Mstep: Class 26 contains 15302 members 
Mstep: Class 27 contains 195886 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43864 members 
Mstep: Class 33 contains 9199 members 
Mstep: Class 34 contains 5035 members 
Mstep: Class 35 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150560.000000 Penalty: 124097.632812
Iteration 153Q: 36 clusters Score -1.571506e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 15443 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5993 members 
Mstep: Class 5 contains 280841 members 
Mstep: Class 6 contains 10265 members 
Mstep: Class 7 contains 209731 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164414 members 
Mstep: Class 11 contains 24362 members 
Mstep: Class 12 contains 230818 members 
Mstep: Class 13 contains 16858 members 
Mstep: Class 14 contains 25082 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 66115 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27846 members 
Mstep: Class 19 contains 26035 members 
Mstep: Class 20 contains 17459 members 
Mstep: Class 21 contains 42314 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17823 members 
Mstep: Class 25 contains 70618 members 
Mstep: Class 26 contains 15302 members 
Mstep: Class 27 contains 195842 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43859 members 
Mstep: Class 33 contains 9198 members 
Mstep: Class 34 contains 5042 members 
Mstep: Class 35 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150624.000000 Penalty: 124097.632812
Iteration 154Q: 36 clusters Score -1.571506e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 15443 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5993 members 
Mstep: Class 5 contains 280838 members 
Mstep: Class 6 contains 10265 members 
Mstep: Class 7 contains 209740 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164422 members 
Mstep: Class 11 contains 24360 members 
Mstep: Class 12 contains 230862 members 
Mstep: Class 13 contains 16858 members 
Mstep: Class 14 contains 25075 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 66107 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27841 members 
Mstep: Class 19 contains 26033 members 
Mstep: Class 20 contains 17462 members 
Mstep: Class 21 contains 42313 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17823 members 
Mstep: Class 25 contains 70614 members 
Mstep: Class 26 contains 15302 members 
Mstep: Class 27 contains 195805 members 
Mstep: Class 28 contains 9586 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43855 members 
Mstep: Class 33 contains 9203 members 
Mstep: Class 34 contains 5049 members 
Mstep: Class 35 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150544.000000 Penalty: 124097.632812
Iteration 155Q: 36 clusters Score -1.571505e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 15443 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5992 members 
Mstep: Class 5 contains 280841 members 
Mstep: Class 6 contains 10265 members 
Mstep: Class 7 contains 209742 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164427 members 
Mstep: Class 11 contains 24360 members 
Mstep: Class 12 contains 230896 members 
Mstep: Class 13 contains 16858 members 
Mstep: Class 14 contains 25072 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 66107 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27840 members 
Mstep: Class 19 contains 26032 members 
Mstep: Class 20 contains 17462 members 
Mstep: Class 21 contains 42315 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17824 members 
Mstep: Class 25 contains 70604 members 
Mstep: Class 26 contains 15302 members 
Mstep: Class 27 contains 195769 members 
Mstep: Class 28 contains 9586 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43853 members 
Mstep: Class 33 contains 9206 members 
Mstep: Class 34 contains 5052 members 
Mstep: Class 35 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150656.000000 Penalty: 124097.632812
Iteration 156Q: 36 clusters Score -1.571507e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5993 members 
Mstep: Class 5 contains 280838 members 
Mstep: Class 6 contains 10265 members 
Mstep: Class 7 contains 209744 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164428 members 
Mstep: Class 11 contains 24360 members 
Mstep: Class 12 contains 230934 members 
Mstep: Class 13 contains 16858 members 
Mstep: Class 14 contains 25068 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 66105 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27836 members 
Mstep: Class 19 contains 26029 members 
Mstep: Class 20 contains 17461 members 
Mstep: Class 21 contains 42318 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17824 members 
Mstep: Class 25 contains 70599 members 
Mstep: Class 26 contains 15302 members 
Mstep: Class 27 contains 195743 members 
Mstep: Class 28 contains 9586 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43849 members 
Mstep: Class 33 contains 9208 members 
Mstep: Class 34 contains 5055 members 
Mstep: Class 35 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150544.000000 Penalty: 124097.632812
Iteration 157Q: 36 clusters Score -1.571505e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5993 members 
Mstep: Class 5 contains 280833 members 
Mstep: Class 6 contains 10265 members 
Mstep: Class 7 contains 209738 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164424 members 
Mstep: Class 11 contains 24360 members 
Mstep: Class 12 contains 230969 members 
Mstep: Class 13 contains 16859 members 
Mstep: Class 14 contains 25064 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 66102 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27833 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17462 members 
Mstep: Class 21 contains 42317 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 17824 members 
Mstep: Class 25 contains 70598 members 
Mstep: Class 26 contains 15302 members 
Mstep: Class 27 contains 195729 members 
Mstep: Class 28 contains 9586 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43846 members 
Mstep: Class 33 contains 9210 members 
Mstep: Class 34 contains 5058 members 
Mstep: Class 35 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150672.000000 Penalty: 124097.632812
Iteration 158Q: 36 clusters Score -1.571507e+08 nChanged 73
Entering ConstructFrom: 
Score: -157150672.000000 Penalty: 124097.632812
Entering ConstructFrom: 
Trying to split cluster 1 (12276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Entering Unmasked Estep 
Score: -1202461.750000 Penalty: 2335.019531
	Iteration 0F: 2 clusters Score -1202462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1193347.875000 Penalty: 4670.039062
	Iteration 0F: 3 clusters Score -1193348 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1196492.125000 Penalty: 4670.039062
	Iteration 1F: 3 clusters Score -1196492 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1197124.750000 Penalty: 4670.039062
	Iteration 2F: 3 clusters Score -1197125 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1197782.375000 Penalty: 4670.039062
	Iteration 3F: 3 clusters Score -1197782 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1198532.500000 Penalty: 4670.039062
	Iteration 4F: 3 clusters Score -1198532 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1199277.750000 Penalty: 4670.039062
	Iteration 5F: 3 clusters Score -1199278 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1199979.250000 Penalty: 4670.039062
	Iteration 6F: 3 clusters Score -1199979 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1200608.625000 Penalty: 4670.039062
	Iteration 7F: 3 clusters Score -1200609 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1201096.875000 Penalty: 4670.039062
	Iteration 8Q: 3 clusters Score -1201097 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1201465.250000 Penalty: 4670.039062
	Iteration 9Q: 3 clusters Score -1201465 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1201745.375000 Penalty: 4670.039062
	Iteration 10Q: 3 clusters Score -1201745 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1201937.875000 Penalty: 4670.039062
	Iteration 11Q: 3 clusters Score -1201938 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1202103.875000 Penalty: 4670.039062
	Iteration 12Q: 3 clusters Score -1202104 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1202292.250000 Penalty: 4670.039062
	Iteration 13Q: 3 clusters Score -1202292 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1202533.500000 Penalty: 4670.039062
	Iteration 14Q: 3 clusters Score -1202534 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1202661.000000 Penalty: 4670.039062
	Iteration 15Q: 3 clusters Score -1202661 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1202687.875000 Penalty: 4670.039062
	Iteration 16Q: 3 clusters Score -1202688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1202690.875000 Penalty: 4670.039062
	Iteration 17Q: 3 clusters Score -1202691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1202694.250000 Penalty: 4670.039062
	Iteration 18Q: 3 clusters Score -1202694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1202694.500000 Penalty: 4670.039062
	Iteration 19Q: 3 clusters Score -1202694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1202696.250000 Penalty: 4670.039062
	Iteration 20F: 3 clusters Score -1202696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1202695.875000 Penalty: 4670.039062
	Iteration 21Q: 3 clusters Score -1202696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1202696.000000 Penalty: 4670.039062
	Iteration 22Q: 3 clusters Score -1202696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1202696.000000 Penalty: 4670.039062
	Iteration 23F: 3 clusters Score -1202696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5993 members 
Mstep: Class 5 contains 280832 members 
Mstep: Class 6 contains 10265 members 
Mstep: Class 7 contains 209734 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164422 members 
Mstep: Class 11 contains 24360 members 
Mstep: Class 12 contains 231003 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 25059 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 66098 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27832 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17461 members 
Mstep: Class 21 contains 42317 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 17824 members 
Mstep: Class 25 contains 70597 members 
Mstep: Class 26 contains 15302 members 
Mstep: Class 27 contains 195704 members 
Mstep: Class 28 contains 9586 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43847 members 
Mstep: Class 33 contains 9209 members 
Mstep: Class 34 contains 5063 members 
Mstep: Class 35 contains 4435 members 
Mstep: Class 36 contains 9286 members 
Entering Unmasked Estep 
Score: -157149584.000000 Penalty: 127643.281250
Splitting cluster 1 changes total score from -157150672.000000 to -157149584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Entering Unmasked Estep 
Score: -1562912.125000 Penalty: 2391.953857
	Iteration 0F: 2 clusters Score -1562912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1551814.875000 Penalty: 4783.907715
	Iteration 0F: 3 clusters Score -1551815 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1555511.875000 Penalty: 4783.907715
	Iteration 1F: 3 clusters Score -1555512 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1555898.750000 Penalty: 4783.907715
	Iteration 2F: 3 clusters Score -1555899 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1556225.625000 Penalty: 4783.907715
	Iteration 3Q: 3 clusters Score -1556226 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1556526.250000 Penalty: 4783.907715
	Iteration 4Q: 3 clusters Score -1556526 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1556792.250000 Penalty: 4783.907715
	Iteration 5Q: 3 clusters Score -1556792 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1557077.625000 Penalty: 4783.907715
	Iteration 6Q: 3 clusters Score -1557078 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1557345.375000 Penalty: 4783.907715
	Iteration 7Q: 3 clusters Score -1557345 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1557631.250000 Penalty: 4783.907715
	Iteration 8Q: 3 clusters Score -1557631 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1557932.625000 Penalty: 4783.907715
	Iteration 9Q: 3 clusters Score -1557933 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1558241.875000 Penalty: 4783.907715
	Iteration 10Q: 3 clusters Score -1558242 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1558605.625000 Penalty: 4783.907715
	Iteration 11Q: 3 clusters Score -1558606 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1558972.875000 Penalty: 4783.907715
	Iteration 12Q: 3 clusters Score -1558973 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1559361.500000 Penalty: 4783.907715
	Iteration 13Q: 3 clusters Score -1559362 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1559717.500000 Penalty: 4783.907715
	Iteration 14Q: 3 clusters Score -1559718 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1560069.500000 Penalty: 4783.907715
	Iteration 15Q: 3 clusters Score -1560070 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1560356.750000 Penalty: 4783.907715
	Iteration 16Q: 3 clusters Score -1560357 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1560594.875000 Penalty: 4783.907715
	Iteration 17Q: 3 clusters Score -1560595 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1560781.000000 Penalty: 4783.907715
	Iteration 18Q: 3 clusters Score -1560781 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1560915.875000 Penalty: 4783.907715
	Iteration 19Q: 3 clusters Score -1560916 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1561018.000000 Penalty: 4783.907715
	Iteration 20F: 3 clusters Score -1561018 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1561099.500000 Penalty: 4783.907715
	Iteration 21Q: 3 clusters Score -1561100 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1561157.875000 Penalty: 4783.907715
	Iteration 22Q: 3 clusters Score -1561158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1561205.375000 Penalty: 4783.907715
	Iteration 23Q: 3 clusters Score -1561205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1561238.875000 Penalty: 4783.907715
	Iteration 24Q: 3 clusters Score -1561239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1561262.625000 Penalty: 4783.907715
	Iteration 25Q: 3 clusters Score -1561263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1561280.875000 Penalty: 4783.907715
	Iteration 26Q: 3 clusters Score -1561281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1561293.125000 Penalty: 4783.907715
	Iteration 27Q: 3 clusters Score -1561293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1561307.250000 Penalty: 4783.907715
	Iteration 28Q: 3 clusters Score -1561307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1561311.125000 Penalty: 4783.907715
	Iteration 29Q: 3 clusters Score -1561311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1561318.500000 Penalty: 4783.907715
	Iteration 30Q: 3 clusters Score -1561318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1561322.625000 Penalty: 4783.907715
	Iteration 31Q: 3 clusters Score -1561323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1561326.500000 Penalty: 4783.907715
	Iteration 32Q: 3 clusters Score -1561326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1561332.250000 Penalty: 4783.907715
	Iteration 33Q: 3 clusters Score -1561332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1561333.750000 Penalty: 4783.907715
	Iteration 34Q: 3 clusters Score -1561334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1561336.750000 Penalty: 4783.907715
	Iteration 35Q: 3 clusters Score -1561337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1561343.125000 Penalty: 4783.907715
	Iteration 36Q: 3 clusters Score -1561343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1561353.625000 Penalty: 4783.907715
	Iteration 37Q: 3 clusters Score -1561354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1561363.000000 Penalty: 4783.907715
	Iteration 38Q: 3 clusters Score -1561363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1561372.125000 Penalty: 4783.907715
	Iteration 39Q: 3 clusters Score -1561372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1561383.375000 Penalty: 4783.907715
	Iteration 40F: 3 clusters Score -1561383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1561393.000000 Penalty: 4783.907715
	Iteration 41Q: 3 clusters Score -1561393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1561403.500000 Penalty: 4783.907715
	Iteration 42Q: 3 clusters Score -1561404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1561410.500000 Penalty: 4783.907715
	Iteration 43Q: 3 clusters Score -1561410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1561419.875000 Penalty: 4783.907715
	Iteration 44Q: 3 clusters Score -1561420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1561432.125000 Penalty: 4783.907715
	Iteration 45Q: 3 clusters Score -1561432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1561441.250000 Penalty: 4783.907715
	Iteration 46Q: 3 clusters Score -1561441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1561455.375000 Penalty: 4783.907715
	Iteration 47Q: 3 clusters Score -1561455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1561462.000000 Penalty: 4783.907715
	Iteration 48Q: 3 clusters Score -1561462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1561469.375000 Penalty: 4783.907715
	Iteration 49Q: 3 clusters Score -1561469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1561483.625000 Penalty: 4783.907715
	Iteration 50Q: 3 clusters Score -1561484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1561492.875000 Penalty: 4783.907715
	Iteration 51Q: 3 clusters Score -1561493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1561505.125000 Penalty: 4783.907715
	Iteration 52Q: 3 clusters Score -1561505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1561513.750000 Penalty: 4783.907715
	Iteration 53Q: 3 clusters Score -1561514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1561520.500000 Penalty: 4783.907715
	Iteration 54Q: 3 clusters Score -1561520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1561527.125000 Penalty: 4783.907715
	Iteration 55Q: 3 clusters Score -1561527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1561535.500000 Penalty: 4783.907715
	Iteration 56Q: 3 clusters Score -1561536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1561540.500000 Penalty: 4783.907715
	Iteration 57Q: 3 clusters Score -1561540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1561551.375000 Penalty: 4783.907715
	Iteration 58Q: 3 clusters Score -1561551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1561554.625000 Penalty: 4783.907715
	Iteration 59Q: 3 clusters Score -1561555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1561560.750000 Penalty: 4783.907715
	Iteration 60F: 3 clusters Score -1561561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1561567.000000 Penalty: 4783.907715
	Iteration 61Q: 3 clusters Score -1561567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1561570.625000 Penalty: 4783.907715
	Iteration 62Q: 3 clusters Score -1561571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1561570.625000 Penalty: 4783.907715
	Iteration 63Q: 3 clusters Score -1561571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1561570.625000 Penalty: 4783.907715
	Iteration 64F: 3 clusters Score -1561571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Entering Unmasked Estep 
Score: -677705.625000 Penalty: 2182.764404
	Iteration 0F: 2 clusters Score -677705.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -672205.625000 Penalty: 4365.528809
	Iteration 0F: 3 clusters Score -672205.6 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -673633.125000 Penalty: 4365.528809
	Iteration 1F: 3 clusters Score -673633.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -673824.000000 Penalty: 4365.528809
	Iteration 2F: 3 clusters Score -673824 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -673932.312500 Penalty: 4365.528809
	Iteration 3Q: 3 clusters Score -673932.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -674010.875000 Penalty: 4365.528809
	Iteration 4Q: 3 clusters Score -674010.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -674065.062500 Penalty: 4365.528809
	Iteration 5Q: 3 clusters Score -674065.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -674115.062500 Penalty: 4365.528809
	Iteration 6Q: 3 clusters Score -674115.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -674150.062500 Penalty: 4365.528809
	Iteration 7Q: 3 clusters Score -674150.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -674186.187500 Penalty: 4365.528809
	Iteration 8Q: 3 clusters Score -674186.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -674219.687500 Penalty: 4365.528809
	Iteration 9Q: 3 clusters Score -674219.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -674244.187500 Penalty: 4365.528809
	Iteration 10Q: 3 clusters Score -674244.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -674262.312500 Penalty: 4365.528809
	Iteration 11Q: 3 clusters Score -674262.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -674280.187500 Penalty: 4365.528809
	Iteration 12Q: 3 clusters Score -674280.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -674287.437500 Penalty: 4365.528809
	Iteration 13Q: 3 clusters Score -674287.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -674298.000000 Penalty: 4365.528809
	Iteration 14Q: 3 clusters Score -674298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -674306.000000 Penalty: 4365.528809
	Iteration 15Q: 3 clusters Score -674306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -674311.687500 Penalty: 4365.528809
	Iteration 16Q: 3 clusters Score -674311.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -674323.437500 Penalty: 4365.528809
	Iteration 17Q: 3 clusters Score -674323.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -674329.500000 Penalty: 4365.528809
	Iteration 18Q: 3 clusters Score -674329.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -674338.312500 Penalty: 4365.528809
	Iteration 19Q: 3 clusters Score -674338.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -674345.812500 Penalty: 4365.528809
	Iteration 20F: 3 clusters Score -674345.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -674356.312500 Penalty: 4365.528809
	Iteration 21Q: 3 clusters Score -674356.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -674365.562500 Penalty: 4365.528809
	Iteration 22Q: 3 clusters Score -674365.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -674378.562500 Penalty: 4365.528809
	Iteration 23Q: 3 clusters Score -674378.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -674392.250000 Penalty: 4365.528809
	Iteration 24Q: 3 clusters Score -674392.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -674407.812500 Penalty: 4365.528809
	Iteration 25Q: 3 clusters Score -674407.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -674425.375000 Penalty: 4365.528809
	Iteration 26Q: 3 clusters Score -674425.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -674443.312500 Penalty: 4365.528809
	Iteration 27Q: 3 clusters Score -674443.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -674463.937500 Penalty: 4365.528809
	Iteration 28Q: 3 clusters Score -674463.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -674487.562500 Penalty: 4365.528809
	Iteration 29Q: 3 clusters Score -674487.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -674514.000000 Penalty: 4365.528809
	Iteration 30Q: 3 clusters Score -674514 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -674545.187500 Penalty: 4365.528809
	Iteration 31Q: 3 clusters Score -674545.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -674579.187500 Penalty: 4365.528809
	Iteration 32Q: 3 clusters Score -674579.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -674631.812500 Penalty: 4365.528809
	Iteration 33Q: 3 clusters Score -674631.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -674718.750000 Penalty: 4365.528809
	Iteration 34Q: 3 clusters Score -674718.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -674810.937500 Penalty: 4365.528809
	Iteration 35Q: 3 clusters Score -674810.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -674925.312500 Penalty: 4365.528809
	Iteration 36Q: 3 clusters Score -674925.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -675057.437500 Penalty: 4365.528809
	Iteration 37Q: 3 clusters Score -675057.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -675188.500000 Penalty: 4365.528809
	Iteration 38Q: 3 clusters Score -675188.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -675316.812500 Penalty: 4365.528809
	Iteration 39Q: 3 clusters Score -675316.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -675441.125000 Penalty: 4365.528809
	Iteration 40F: 3 clusters Score -675441.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -675559.437500 Penalty: 4365.528809
	Iteration 41Q: 3 clusters Score -675559.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -675656.812500 Penalty: 4365.528809
	Iteration 42Q: 3 clusters Score -675656.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -675738.125000 Penalty: 4365.528809
	Iteration 43Q: 3 clusters Score -675738.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -675795.875000 Penalty: 4365.528809
	Iteration 44Q: 3 clusters Score -675795.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -675834.125000 Penalty: 4365.528809
	Iteration 45Q: 3 clusters Score -675834.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -675866.937500 Penalty: 4365.528809
	Iteration 46Q: 3 clusters Score -675866.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -675886.000000 Penalty: 4365.528809
	Iteration 47Q: 3 clusters Score -675886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -675905.562500 Penalty: 4365.528809
	Iteration 48Q: 3 clusters Score -675905.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -675922.812500 Penalty: 4365.528809
	Iteration 49Q: 3 clusters Score -675922.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -675933.187500 Penalty: 4365.528809
	Iteration 50Q: 3 clusters Score -675933.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -675944.125000 Penalty: 4365.528809
	Iteration 51Q: 3 clusters Score -675944.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -675949.187500 Penalty: 4365.528809
	Iteration 52Q: 3 clusters Score -675949.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -675953.250000 Penalty: 4365.528809
	Iteration 53Q: 3 clusters Score -675953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -675958.625000 Penalty: 4365.528809
	Iteration 54Q: 3 clusters Score -675958.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -675962.500000 Penalty: 4365.528809
	Iteration 55Q: 3 clusters Score -675962.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -675961.812500 Penalty: 4365.528809
	Iteration 56Q: 3 clusters Score -675961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -675963.187500 Penalty: 4365.528809
	Iteration 57Q: 3 clusters Score -675963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -675965.687500 Penalty: 4365.528809
	Iteration 58Q: 3 clusters Score -675965.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -675966.562500 Penalty: 4365.528809
	Iteration 59Q: 3 clusters Score -675966.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -675966.812500 Penalty: 4365.528809
	Iteration 60F: 3 clusters Score -675966.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Entering Unmasked Estep 
Score: -517383.500000 Penalty: 2157.190186
	Iteration 0F: 2 clusters Score -517383.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -512342.500000 Penalty: 4314.380371
	Iteration 0F: 3 clusters Score -512342.5 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -514184.906250 Penalty: 4314.380371
	Iteration 1F: 3 clusters Score -514184.9 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -514877.468750 Penalty: 4314.380371
	Iteration 2F: 3 clusters Score -514877.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -515300.562500 Penalty: 4314.380371
	Iteration 3F: 3 clusters Score -515300.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -515588.000000 Penalty: 4314.380371
	Iteration 4F: 3 clusters Score -515588 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -515783.000000 Penalty: 4314.380371
	Iteration 5Q: 3 clusters Score -515783 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -515925.375000 Penalty: 4314.380371
	Iteration 6Q: 3 clusters Score -515925.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -516048.281250 Penalty: 4314.380371
	Iteration 7Q: 3 clusters Score -516048.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -516130.781250 Penalty: 4314.380371
	Iteration 8Q: 3 clusters Score -516130.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -516201.187500 Penalty: 4314.380371
	Iteration 9Q: 3 clusters Score -516201.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -516248.843750 Penalty: 4314.380371
	Iteration 10Q: 3 clusters Score -516248.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -516293.781250 Penalty: 4314.380371
	Iteration 11Q: 3 clusters Score -516293.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -516327.312500 Penalty: 4314.380371
	Iteration 12Q: 3 clusters Score -516327.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -516356.406250 Penalty: 4314.380371
	Iteration 13Q: 3 clusters Score -516356.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -516381.406250 Penalty: 4314.380371
	Iteration 14Q: 3 clusters Score -516381.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -516406.031250 Penalty: 4314.380371
	Iteration 15Q: 3 clusters Score -516406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -516427.031250 Penalty: 4314.380371
	Iteration 16Q: 3 clusters Score -516427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -516445.375000 Penalty: 4314.380371
	Iteration 17Q: 3 clusters Score -516445.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -516460.375000 Penalty: 4314.380371
	Iteration 18Q: 3 clusters Score -516460.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -516474.812500 Penalty: 4314.380371
	Iteration 19Q: 3 clusters Score -516474.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -516494.125000 Penalty: 4314.380371
	Iteration 20F: 3 clusters Score -516494.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -516509.687500 Penalty: 4314.380371
	Iteration 21Q: 3 clusters Score -516509.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -516520.750000 Penalty: 4314.380371
	Iteration 22Q: 3 clusters Score -516520.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -516535.843750 Penalty: 4314.380371
	Iteration 23Q: 3 clusters Score -516535.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -516548.218750 Penalty: 4314.380371
	Iteration 24Q: 3 clusters Score -516548.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -516562.812500 Penalty: 4314.380371
	Iteration 25Q: 3 clusters Score -516562.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -516576.937500 Penalty: 4314.380371
	Iteration 26Q: 3 clusters Score -516576.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -516589.281250 Penalty: 4314.380371
	Iteration 27Q: 3 clusters Score -516589.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -516598.468750 Penalty: 4314.380371
	Iteration 28Q: 3 clusters Score -516598.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -516604.093750 Penalty: 4314.380371
	Iteration 29Q: 3 clusters Score -516604.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -516609.093750 Penalty: 4314.380371
	Iteration 30Q: 3 clusters Score -516609.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -516612.718750 Penalty: 4314.380371
	Iteration 31Q: 3 clusters Score -516612.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -516615.500000 Penalty: 4314.380371
	Iteration 32Q: 3 clusters Score -516615.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -516617.781250 Penalty: 4314.380371
	Iteration 33Q: 3 clusters Score -516617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -516619.000000 Penalty: 4314.380371
	Iteration 34Q: 3 clusters Score -516619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -516620.437500 Penalty: 4314.380371
	Iteration 35Q: 3 clusters Score -516620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -516619.968750 Penalty: 4314.380371
	Iteration 36Q: 3 clusters Score -516620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -516620.250000 Penalty: 4314.380371
	Iteration 37Q: 3 clusters Score -516620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -516620.531250 Penalty: 4314.380371
	Iteration 38Q: 3 clusters Score -516620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -516620.531250 Penalty: 4314.380371
	Iteration 39F: 3 clusters Score -516620.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (280832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280832 members 
Entering Unmasked Estep 
Score: -28124270.000000 Penalty: 3111.287109
	Iteration 0F: 2 clusters Score -2.812427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140502 members 
Mstep: Class 2 contains 140330 members 
Entering Unmasked Estep 
Score: -27945798.000000 Penalty: 6222.574219
	Iteration 0F: 3 clusters Score -2.79458e+07 nChanged 136014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146238 members 
Mstep: Class 2 contains 134594 members 
Entering Unmasked Estep 
Score: -28026356.000000 Penalty: 6222.574219
	Iteration 1F: 3 clusters Score -2.802636e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150208 members 
Mstep: Class 2 contains 130624 members 
Entering Unmasked Estep 
Score: -28028416.000000 Penalty: 6222.574219
	Iteration 2Q: 3 clusters Score -2.802842e+07 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156492 members 
Mstep: Class 2 contains 124340 members 
Entering Unmasked Estep 
Score: -28031356.000000 Penalty: 6222.574219
	Iteration 3Q: 3 clusters Score -2.803136e+07 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165902 members 
Mstep: Class 2 contains 114930 members 
Entering Unmasked Estep 
Score: -28036434.000000 Penalty: 6222.574219
	Iteration 4Q: 3 clusters Score -2.803643e+07 nChanged 16194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179360 members 
Mstep: Class 2 contains 101472 members 
Entering Unmasked Estep 
Score: -28044176.000000 Penalty: 6222.574219
	Iteration 5F: 3 clusters Score -2.804418e+07 nChanged 19639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197069 members 
Mstep: Class 2 contains 83763 members 
Entering Unmasked Estep 
Score: -28054664.000000 Penalty: 6222.574219
	Iteration 6F: 3 clusters Score -2.805466e+07 nChanged 21533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217324 members 
Mstep: Class 2 contains 63508 members 
Entering Unmasked Estep 
Score: -28067776.000000 Penalty: 6222.574219
	Iteration 7F: 3 clusters Score -2.806778e+07 nChanged 20716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237458 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -28082166.000000 Penalty: 6222.574219
	Iteration 8F: 3 clusters Score -2.808217e+07 nChanged 17373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254719 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -28096358.000000 Penalty: 6222.574219
	Iteration 9F: 3 clusters Score -2.809636e+07 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267151 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -28107438.000000 Penalty: 6222.574219
	Iteration 10Q: 3 clusters Score -2.810744e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274549 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -28114942.000000 Penalty: 6222.574219
	Iteration 11Q: 3 clusters Score -2.811494e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278245 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -28118772.000000 Penalty: 6222.574219
	Iteration 12Q: 3 clusters Score -2.811877e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279734 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -28120556.000000 Penalty: 6222.574219
	Iteration 13Q: 3 clusters Score -2.812056e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280221 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -28121218.000000 Penalty: 6222.574219
	Iteration 14Q: 3 clusters Score -2.812122e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280345 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -28121382.000000 Penalty: 6222.574219
	Iteration 15Q: 3 clusters Score -2.812138e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280407 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -28121462.000000 Penalty: 6222.574219
	Iteration 16Q: 3 clusters Score -2.812146e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280446 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -28121508.000000 Penalty: 6222.574219
	Iteration 17Q: 3 clusters Score -2.812151e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280465 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -28121562.000000 Penalty: 6222.574219
	Iteration 18Q: 3 clusters Score -2.812156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280478 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28121566.000000 Penalty: 6222.574219
	Iteration 19Q: 3 clusters Score -2.812157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280483 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -28121570.000000 Penalty: 6222.574219
	Iteration 20F: 3 clusters Score -2.812157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280484 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -28121568.000000 Penalty: 6222.574219
	Iteration 21Q: 3 clusters Score -2.812157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280488 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -28121580.000000 Penalty: 6222.574219
	Iteration 22Q: 3 clusters Score -2.812158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280489 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28121584.000000 Penalty: 6222.574219
	Iteration 23Q: 3 clusters Score -2.812158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280488 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -28121608.000000 Penalty: 6222.574219
	Iteration 24Q: 3 clusters Score -2.812161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280486 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -28121592.000000 Penalty: 6222.574219
	Iteration 25Q: 3 clusters Score -2.812159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280486 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -28121596.000000 Penalty: 6222.574219
	Iteration 26Q: 3 clusters Score -2.81216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280487 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -28121592.000000 Penalty: 6222.574219
	Iteration 27Q: 3 clusters Score -2.812159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280486 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -28121596.000000 Penalty: 6222.574219
	Iteration 28Q: 3 clusters Score -2.81216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280485 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -28121592.000000 Penalty: 6222.574219
	Iteration 29Q: 3 clusters Score -2.812159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280485 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -28121592.000000 Penalty: 6222.574219
	Iteration 30F: 3 clusters Score -2.812159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Entering Unmasked Estep 
Score: -1020670.750000 Penalty: 2290.650879
	Iteration 0F: 2 clusters Score -1020671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1012907.875000 Penalty: 4581.301758
	Iteration 0F: 3 clusters Score -1012908 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1015075.250000 Penalty: 4581.301758
	Iteration 1F: 3 clusters Score -1015075 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1015370.750000 Penalty: 4581.301758
	Iteration 2F: 3 clusters Score -1015371 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1015578.000000 Penalty: 4581.301758
	Iteration 3Q: 3 clusters Score -1015578 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1015714.562500 Penalty: 4581.301758
	Iteration 4Q: 3 clusters Score -1015715 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1015851.750000 Penalty: 4581.301758
	Iteration 5Q: 3 clusters Score -1015852 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1015992.125000 Penalty: 4581.301758
	Iteration 6Q: 3 clusters Score -1015992 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1016136.500000 Penalty: 4581.301758
	Iteration 7Q: 3 clusters Score -1016136 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1016272.625000 Penalty: 4581.301758
	Iteration 8Q: 3 clusters Score -1016273 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1016415.312500 Penalty: 4581.301758
	Iteration 9Q: 3 clusters Score -1016415 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1016573.812500 Penalty: 4581.301758
	Iteration 10Q: 3 clusters Score -1016574 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1016766.500000 Penalty: 4581.301758
	Iteration 11Q: 3 clusters Score -1016766 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1016973.750000 Penalty: 4581.301758
	Iteration 12Q: 3 clusters Score -1016974 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1017194.375000 Penalty: 4581.301758
	Iteration 13Q: 3 clusters Score -1017194 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1017420.812500 Penalty: 4581.301758
	Iteration 14Q: 3 clusters Score -1017421 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1017659.812500 Penalty: 4581.301758
	Iteration 15Q: 3 clusters Score -1017660 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1017860.000000 Penalty: 4581.301758
	Iteration 16Q: 3 clusters Score -1017860 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1018028.500000 Penalty: 4581.301758
	Iteration 17Q: 3 clusters Score -1018028 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1018176.625000 Penalty: 4581.301758
	Iteration 18Q: 3 clusters Score -1018177 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1018283.625000 Penalty: 4581.301758
	Iteration 19Q: 3 clusters Score -1018284 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1018376.750000 Penalty: 4581.301758
	Iteration 20F: 3 clusters Score -1018377 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1018455.312500 Penalty: 4581.301758
	Iteration 21Q: 3 clusters Score -1018455 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1018507.437500 Penalty: 4581.301758
	Iteration 22Q: 3 clusters Score -1018507 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1018549.500000 Penalty: 4581.301758
	Iteration 23Q: 3 clusters Score -1018550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1018584.937500 Penalty: 4581.301758
	Iteration 24Q: 3 clusters Score -1018585 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1018604.250000 Penalty: 4581.301758
	Iteration 25Q: 3 clusters Score -1018604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1018619.250000 Penalty: 4581.301758
	Iteration 26Q: 3 clusters Score -1018619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1018637.250000 Penalty: 4581.301758
	Iteration 27Q: 3 clusters Score -1018637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1018647.500000 Penalty: 4581.301758
	Iteration 28Q: 3 clusters Score -1018648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1018663.187500 Penalty: 4581.301758
	Iteration 29Q: 3 clusters Score -1018663 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1018681.312500 Penalty: 4581.301758
	Iteration 30Q: 3 clusters Score -1018681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1018694.250000 Penalty: 4581.301758
	Iteration 31Q: 3 clusters Score -1018694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1018711.375000 Penalty: 4581.301758
	Iteration 32Q: 3 clusters Score -1018711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1018723.812500 Penalty: 4581.301758
	Iteration 33Q: 3 clusters Score -1018724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1018736.625000 Penalty: 4581.301758
	Iteration 34Q: 3 clusters Score -1018737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1018751.312500 Penalty: 4581.301758
	Iteration 35Q: 3 clusters Score -1018751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1018764.000000 Penalty: 4581.301758
	Iteration 36Q: 3 clusters Score -1018764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1018780.062500 Penalty: 4581.301758
	Iteration 37Q: 3 clusters Score -1018780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1018800.062500 Penalty: 4581.301758
	Iteration 38Q: 3 clusters Score -1018800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1018820.625000 Penalty: 4581.301758
	Iteration 39Q: 3 clusters Score -1018821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1018830.812500 Penalty: 4581.301758
	Iteration 40F: 3 clusters Score -1018831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1018836.937500 Penalty: 4581.301758
	Iteration 41Q: 3 clusters Score -1018837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1018843.812500 Penalty: 4581.301758
	Iteration 42Q: 3 clusters Score -1018844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1018851.687500 Penalty: 4581.301758
	Iteration 43Q: 3 clusters Score -1018852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1018863.437500 Penalty: 4581.301758
	Iteration 44Q: 3 clusters Score -1018863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1018871.000000 Penalty: 4581.301758
	Iteration 45Q: 3 clusters Score -1018871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1018872.625000 Penalty: 4581.301758
	Iteration 46Q: 3 clusters Score -1018873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1018874.187500 Penalty: 4581.301758
	Iteration 47Q: 3 clusters Score -1018874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1018877.937500 Penalty: 4581.301758
	Iteration 48Q: 3 clusters Score -1018878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1018883.312500 Penalty: 4581.301758
	Iteration 49Q: 3 clusters Score -1018883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1018882.812500 Penalty: 4581.301758
	Iteration 50Q: 3 clusters Score -1018883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1018885.437500 Penalty: 4581.301758
	Iteration 51Q: 3 clusters Score -1018885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1018884.500000 Penalty: 4581.301758
	Iteration 52Q: 3 clusters Score -1018884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1018884.500000 Penalty: 4581.301758
	Iteration 53F: 3 clusters Score -1018884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (209734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209734 members 
Entering Unmasked Estep 
Score: -21115068.000000 Penalty: 3038.891602
	Iteration 0F: 2 clusters Score -2.111507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105210 members 
Mstep: Class 2 contains 104524 members 
Entering Unmasked Estep 
Score: -20975284.000000 Penalty: 6077.783203
	Iteration 0F: 3 clusters Score -2.097528e+07 nChanged 100926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110338 members 
Mstep: Class 2 contains 99396 members 
Entering Unmasked Estep 
Score: -21034024.000000 Penalty: 6077.783203
	Iteration 1F: 3 clusters Score -2.103402e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113590 members 
Mstep: Class 2 contains 96144 members 
Entering Unmasked Estep 
Score: -21035280.000000 Penalty: 6077.783203
	Iteration 2Q: 3 clusters Score -2.103528e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118583 members 
Mstep: Class 2 contains 91151 members 
Entering Unmasked Estep 
Score: -21037202.000000 Penalty: 6077.783203
	Iteration 3Q: 3 clusters Score -2.10372e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126345 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -21040750.000000 Penalty: 6077.783203
	Iteration 4Q: 3 clusters Score -2.104075e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138037 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
Score: -21047590.000000 Penalty: 6077.783203
	Iteration 5F: 3 clusters Score -2.104759e+07 nChanged 16260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154213 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -21059940.000000 Penalty: 6077.783203
	Iteration 6F: 3 clusters Score -2.105994e+07 nChanged 19278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173481 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -21077956.000000 Penalty: 6077.783203
	Iteration 7F: 3 clusters Score -2.107796e+07 nChanged 17148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190623 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -21095166.000000 Penalty: 6077.783203
	Iteration 8F: 3 clusters Score -2.109517e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201372 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -21106064.000000 Penalty: 6077.783203
	Iteration 9F: 3 clusters Score -2.110606e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206048 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -21110318.000000 Penalty: 6077.783203
	Iteration 10Q: 3 clusters Score -2.111032e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207685 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -21111946.000000 Penalty: 6077.783203
	Iteration 11Q: 3 clusters Score -2.111195e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208260 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -21112504.000000 Penalty: 6077.783203
	Iteration 12Q: 3 clusters Score -2.11125e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208476 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21112788.000000 Penalty: 6077.783203
	Iteration 13Q: 3 clusters Score -2.111279e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208575 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -21113004.000000 Penalty: 6077.783203
	Iteration 14Q: 3 clusters Score -2.1113e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208598 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -21113072.000000 Penalty: 6077.783203
	Iteration 15Q: 3 clusters Score -2.111307e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208618 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -21113158.000000 Penalty: 6077.783203
	Iteration 16Q: 3 clusters Score -2.111316e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208635 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -21113204.000000 Penalty: 6077.783203
	Iteration 17Q: 3 clusters Score -2.11132e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208648 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21113230.000000 Penalty: 6077.783203
	Iteration 18Q: 3 clusters Score -2.111323e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208659 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -21113240.000000 Penalty: 6077.783203
	Iteration 19Q: 3 clusters Score -2.111324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208674 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -21113260.000000 Penalty: 6077.783203
	Iteration 20F: 3 clusters Score -2.111326e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208687 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -21113258.000000 Penalty: 6077.783203
	Iteration 21Q: 3 clusters Score -2.111326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208691 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21113268.000000 Penalty: 6077.783203
	Iteration 22Q: 3 clusters Score -2.111327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208696 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -21113272.000000 Penalty: 6077.783203
	Iteration 23Q: 3 clusters Score -2.111327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208697 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -21113274.000000 Penalty: 6077.783203
	Iteration 24Q: 3 clusters Score -2.111327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208699 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -21113282.000000 Penalty: 6077.783203
	Iteration 25Q: 3 clusters Score -2.111328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208700 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -21113310.000000 Penalty: 6077.783203
	Iteration 26Q: 3 clusters Score -2.111331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208703 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -21113312.000000 Penalty: 6077.783203
	Iteration 27Q: 3 clusters Score -2.111331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208696 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -21113326.000000 Penalty: 6077.783203
	Iteration 28Q: 3 clusters Score -2.111333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208692 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -21113310.000000 Penalty: 6077.783203
	Iteration 29Q: 3 clusters Score -2.111331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208688 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -21113316.000000 Penalty: 6077.783203
	Iteration 30Q: 3 clusters Score -2.111332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208687 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -21113304.000000 Penalty: 6077.783203
	Iteration 31Q: 3 clusters Score -2.11133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208691 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21113324.000000 Penalty: 6077.783203
	Iteration 32Q: 3 clusters Score -2.111332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208691 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21113322.000000 Penalty: 6077.783203
	Iteration 33Q: 3 clusters Score -2.111332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208690 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -21113332.000000 Penalty: 6077.783203
	Iteration 34Q: 3 clusters Score -2.111333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208691 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21113330.000000 Penalty: 6077.783203
	Iteration 35Q: 3 clusters Score -2.111333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208687 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -21113326.000000 Penalty: 6077.783203
	Iteration 36Q: 3 clusters Score -2.111333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208687 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -21113318.000000 Penalty: 6077.783203
	Iteration 37Q: 3 clusters Score -2.111332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208686 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -21113318.000000 Penalty: 6077.783203
	Iteration 38Q: 3 clusters Score -2.111332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208686 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -21113318.000000 Penalty: 6077.783203
	Iteration 39F: 3 clusters Score -2.111332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Entering Unmasked Estep 
Score: -848040.500000 Penalty: 2242.279297
	Iteration 0F: 2 clusters Score -848040.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -841406.250000 Penalty: 4484.558594
	Iteration 0F: 3 clusters Score -841406.2 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -843219.000000 Penalty: 4484.558594
	Iteration 1F: 3 clusters Score -843219 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -843471.812500 Penalty: 4484.558594
	Iteration 2F: 3 clusters Score -843471.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -843667.562500 Penalty: 4484.558594
	Iteration 3Q: 3 clusters Score -843667.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -843835.812500 Penalty: 4484.558594
	Iteration 4Q: 3 clusters Score -843835.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -843973.375000 Penalty: 4484.558594
	Iteration 5Q: 3 clusters Score -843973.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -844079.562500 Penalty: 4484.558594
	Iteration 6Q: 3 clusters Score -844079.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -844163.000000 Penalty: 4484.558594
	Iteration 7Q: 3 clusters Score -844163 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -844240.562500 Penalty: 4484.558594
	Iteration 8Q: 3 clusters Score -844240.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -844308.812500 Penalty: 4484.558594
	Iteration 9Q: 3 clusters Score -844308.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -844361.562500 Penalty: 4484.558594
	Iteration 10Q: 3 clusters Score -844361.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -844401.750000 Penalty: 4484.558594
	Iteration 11Q: 3 clusters Score -844401.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -844441.375000 Penalty: 4484.558594
	Iteration 12Q: 3 clusters Score -844441.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -844471.937500 Penalty: 4484.558594
	Iteration 13Q: 3 clusters Score -844471.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -844499.562500 Penalty: 4484.558594
	Iteration 14Q: 3 clusters Score -844499.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -844526.062500 Penalty: 4484.558594
	Iteration 15Q: 3 clusters Score -844526.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -844550.812500 Penalty: 4484.558594
	Iteration 16Q: 3 clusters Score -844550.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -844578.687500 Penalty: 4484.558594
	Iteration 17Q: 3 clusters Score -844578.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -844607.125000 Penalty: 4484.558594
	Iteration 18Q: 3 clusters Score -844607.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -844651.187500 Penalty: 4484.558594
	Iteration 19Q: 3 clusters Score -844651.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -844694.187500 Penalty: 4484.558594
	Iteration 20F: 3 clusters Score -844694.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -844743.250000 Penalty: 4484.558594
	Iteration 21Q: 3 clusters Score -844743.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -844807.687500 Penalty: 4484.558594
	Iteration 22Q: 3 clusters Score -844807.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -844881.312500 Penalty: 4484.558594
	Iteration 23Q: 3 clusters Score -844881.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -844963.312500 Penalty: 4484.558594
	Iteration 24Q: 3 clusters Score -844963.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -845054.187500 Penalty: 4484.558594
	Iteration 25Q: 3 clusters Score -845054.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -845162.562500 Penalty: 4484.558594
	Iteration 26Q: 3 clusters Score -845162.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -845273.625000 Penalty: 4484.558594
	Iteration 27Q: 3 clusters Score -845273.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -845363.125000 Penalty: 4484.558594
	Iteration 28Q: 3 clusters Score -845363.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -845451.312500 Penalty: 4484.558594
	Iteration 29Q: 3 clusters Score -845451.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -845542.000000 Penalty: 4484.558594
	Iteration 30Q: 3 clusters Score -845542 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -845642.562500 Penalty: 4484.558594
	Iteration 31Q: 3 clusters Score -845642.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -845741.375000 Penalty: 4484.558594
	Iteration 32Q: 3 clusters Score -845741.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -845825.375000 Penalty: 4484.558594
	Iteration 33Q: 3 clusters Score -845825.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -845886.437500 Penalty: 4484.558594
	Iteration 34Q: 3 clusters Score -845886.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -845936.937500 Penalty: 4484.558594
	Iteration 35Q: 3 clusters Score -845936.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -845983.375000 Penalty: 4484.558594
	Iteration 36Q: 3 clusters Score -845983.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -846027.687500 Penalty: 4484.558594
	Iteration 37Q: 3 clusters Score -846027.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -846070.312500 Penalty: 4484.558594
	Iteration 38Q: 3 clusters Score -846070.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -846101.562500 Penalty: 4484.558594
	Iteration 39Q: 3 clusters Score -846101.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -846129.375000 Penalty: 4484.558594
	Iteration 40F: 3 clusters Score -846129.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -846154.500000 Penalty: 4484.558594
	Iteration 41Q: 3 clusters Score -846154.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -846169.312500 Penalty: 4484.558594
	Iteration 42Q: 3 clusters Score -846169.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -846178.250000 Penalty: 4484.558594
	Iteration 43Q: 3 clusters Score -846178.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -846193.875000 Penalty: 4484.558594
	Iteration 44Q: 3 clusters Score -846193.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -846198.625000 Penalty: 4484.558594
	Iteration 45Q: 3 clusters Score -846198.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -846207.812500 Penalty: 4484.558594
	Iteration 46Q: 3 clusters Score -846207.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -846218.687500 Penalty: 4484.558594
	Iteration 47Q: 3 clusters Score -846218.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -846233.125000 Penalty: 4484.558594
	Iteration 48Q: 3 clusters Score -846233.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -846243.750000 Penalty: 4484.558594
	Iteration 49Q: 3 clusters Score -846243.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -846249.750000 Penalty: 4484.558594
	Iteration 50Q: 3 clusters Score -846249.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -846256.187500 Penalty: 4484.558594
	Iteration 51Q: 3 clusters Score -846256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -846263.437500 Penalty: 4484.558594
	Iteration 52Q: 3 clusters Score -846263.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -846269.062500 Penalty: 4484.558594
	Iteration 53Q: 3 clusters Score -846269.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -846271.062500 Penalty: 4484.558594
	Iteration 54Q: 3 clusters Score -846271.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -846270.812500 Penalty: 4484.558594
	Iteration 55Q: 3 clusters Score -846270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -846271.250000 Penalty: 4484.558594
	Iteration 56Q: 3 clusters Score -846271.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -846274.125000 Penalty: 4484.558594
	Iteration 57Q: 3 clusters Score -846274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -846278.625000 Penalty: 4484.558594
	Iteration 58Q: 3 clusters Score -846278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -846279.250000 Penalty: 4484.558594
	Iteration 59Q: 3 clusters Score -846279.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -846282.562500 Penalty: 4484.558594
	Iteration 60F: 3 clusters Score -846282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -846284.812500 Penalty: 4484.558594
	Iteration 61Q: 3 clusters Score -846284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -846286.187500 Penalty: 4484.558594
	Iteration 62Q: 3 clusters Score -846286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -846287.687500 Penalty: 4484.558594
	Iteration 63Q: 3 clusters Score -846287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -846287.750000 Penalty: 4484.558594
	Iteration 64Q: 3 clusters Score -846287.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -846287.750000 Penalty: 4484.558594
	Iteration 65F: 3 clusters Score -846287.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Entering Unmasked Estep 
Score: -707393.187500 Penalty: 2206.286133
	Iteration 0F: 2 clusters Score -707393.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -701367.312500 Penalty: 4412.572266
	Iteration 0F: 3 clusters Score -701367.3 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -703079.562500 Penalty: 4412.572266
	Iteration 1F: 3 clusters Score -703079.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -703471.750000 Penalty: 4412.572266
	Iteration 2F: 3 clusters Score -703471.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -703817.187500 Penalty: 4412.572266
	Iteration 3F: 3 clusters Score -703817.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -704133.750000 Penalty: 4412.572266
	Iteration 4F: 3 clusters Score -704133.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -704401.687500 Penalty: 4412.572266
	Iteration 5Q: 3 clusters Score -704401.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -704629.375000 Penalty: 4412.572266
	Iteration 6Q: 3 clusters Score -704629.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -704820.000000 Penalty: 4412.572266
	Iteration 7Q: 3 clusters Score -704820 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -704984.062500 Penalty: 4412.572266
	Iteration 8Q: 3 clusters Score -704984.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -705148.625000 Penalty: 4412.572266
	Iteration 9Q: 3 clusters Score -705148.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -705310.187500 Penalty: 4412.572266
	Iteration 10Q: 3 clusters Score -705310.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -705490.500000 Penalty: 4412.572266
	Iteration 11Q: 3 clusters Score -705490.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -705642.687500 Penalty: 4412.572266
	Iteration 12Q: 3 clusters Score -705642.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -705793.000000 Penalty: 4412.572266
	Iteration 13Q: 3 clusters Score -705793 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -705929.000000 Penalty: 4412.572266
	Iteration 14Q: 3 clusters Score -705929 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -706040.125000 Penalty: 4412.572266
	Iteration 15Q: 3 clusters Score -706040.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -706141.750000 Penalty: 4412.572266
	Iteration 16Q: 3 clusters Score -706141.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -706211.187500 Penalty: 4412.572266
	Iteration 17Q: 3 clusters Score -706211.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -706286.750000 Penalty: 4412.572266
	Iteration 18Q: 3 clusters Score -706286.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -706380.625000 Penalty: 4412.572266
	Iteration 19Q: 3 clusters Score -706380.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -706492.375000 Penalty: 4412.572266
	Iteration 20F: 3 clusters Score -706492.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -706621.937500 Penalty: 4412.572266
	Iteration 21Q: 3 clusters Score -706621.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -706800.062500 Penalty: 4412.572266
	Iteration 22Q: 3 clusters Score -706800.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -706973.625000 Penalty: 4412.572266
	Iteration 23Q: 3 clusters Score -706973.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -707064.875000 Penalty: 4412.572266
	Iteration 24Q: 3 clusters Score -707064.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -707115.812500 Penalty: 4412.572266
	Iteration 25Q: 3 clusters Score -707115.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -707152.750000 Penalty: 4412.572266
	Iteration 26Q: 3 clusters Score -707152.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -707173.437500 Penalty: 4412.572266
	Iteration 27Q: 3 clusters Score -707173.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -707187.562500 Penalty: 4412.572266
	Iteration 28Q: 3 clusters Score -707187.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -707197.687500 Penalty: 4412.572266
	Iteration 29Q: 3 clusters Score -707197.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -707205.437500 Penalty: 4412.572266
	Iteration 30Q: 3 clusters Score -707205.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -707207.812500 Penalty: 4412.572266
	Iteration 31Q: 3 clusters Score -707207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -707210.187500 Penalty: 4412.572266
	Iteration 32Q: 3 clusters Score -707210.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -707211.687500 Penalty: 4412.572266
	Iteration 33Q: 3 clusters Score -707211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -707213.250000 Penalty: 4412.572266
	Iteration 34Q: 3 clusters Score -707213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -707213.625000 Penalty: 4412.572266
	Iteration 35Q: 3 clusters Score -707213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -707214.312500 Penalty: 4412.572266
	Iteration 36Q: 3 clusters Score -707214.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -707214.312500 Penalty: 4412.572266
	Iteration 37F: 3 clusters Score -707214.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164422 members 
Entering Unmasked Estep 
Score: -16677121.000000 Penalty: 2978.527588
	Iteration 0F: 2 clusters Score -1.667712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -16567027.000000 Penalty: 5957.055176
	Iteration 0F: 3 clusters Score -1.656703e+07 nChanged 78798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 85402 members 
Entering Unmasked Estep 
Score: -16612111.000000 Penalty: 5957.055176
	Iteration 1F: 3 clusters Score -1.661211e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -16613077.000000 Penalty: 5957.055176
	Iteration 2Q: 3 clusters Score -1.661308e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73566 members 
Mstep: Class 2 contains 90856 members 
Entering Unmasked Estep 
Score: -16614439.000000 Penalty: 5957.055176
	Iteration 3Q: 3 clusters Score -1.661444e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 95995 members 
Entering Unmasked Estep 
Score: -16616598.000000 Penalty: 5957.055176
	Iteration 4Q: 3 clusters Score -1.66166e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 103829 members 
Entering Unmasked Estep 
Score: -16620631.000000 Penalty: 5957.055176
	Iteration 5F: 3 clusters Score -1.662063e+07 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 115278 members 
Entering Unmasked Estep 
Score: -16628474.000000 Penalty: 5957.055176
	Iteration 6F: 3 clusters Score -1.662847e+07 nChanged 14873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 129983 members 
Entering Unmasked Estep 
Score: -16641403.000000 Penalty: 5957.055176
	Iteration 7F: 3 clusters Score -1.66414e+07 nChanged 15095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 145008 members 
Entering Unmasked Estep 
Score: -16656238.000000 Penalty: 5957.055176
	Iteration 8F: 3 clusters Score -1.665624e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 155549 members 
Entering Unmasked Estep 
Score: -16666882.000000 Penalty: 5957.055176
	Iteration 9F: 3 clusters Score -1.666688e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 160680 members 
Entering Unmasked Estep 
Score: -16671917.000000 Penalty: 5957.055176
	Iteration 10Q: 3 clusters Score -1.667192e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 162656 members 
Entering Unmasked Estep 
Score: -16673667.000000 Penalty: 5957.055176
	Iteration 11Q: 3 clusters Score -1.667367e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 163303 members 
Entering Unmasked Estep 
Score: -16674268.000000 Penalty: 5957.055176
	Iteration 12Q: 3 clusters Score -1.667427e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 163528 members 
Entering Unmasked Estep 
Score: -16674540.000000 Penalty: 5957.055176
	Iteration 13Q: 3 clusters Score -1.667454e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 163598 members 
Entering Unmasked Estep 
Score: -16674669.000000 Penalty: 5957.055176
	Iteration 14Q: 3 clusters Score -1.667467e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 163634 members 
Entering Unmasked Estep 
Score: -16674753.000000 Penalty: 5957.055176
	Iteration 15Q: 3 clusters Score -1.667475e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 163656 members 
Entering Unmasked Estep 
Score: -16674777.000000 Penalty: 5957.055176
	Iteration 16Q: 3 clusters Score -1.667478e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 163665 members 
Entering Unmasked Estep 
Score: -16674797.000000 Penalty: 5957.055176
	Iteration 17Q: 3 clusters Score -1.66748e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 163671 members 
Entering Unmasked Estep 
Score: -16674812.000000 Penalty: 5957.055176
	Iteration 18Q: 3 clusters Score -1.667481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 163673 members 
Entering Unmasked Estep 
Score: -16674831.000000 Penalty: 5957.055176
	Iteration 19Q: 3 clusters Score -1.667483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 163673 members 
Entering Unmasked Estep 
Score: -16674827.000000 Penalty: 5957.055176
	Iteration 20F: 3 clusters Score -1.667483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 163674 members 
Entering Unmasked Estep 
Score: -16674825.000000 Penalty: 5957.055176
	Iteration 21Q: 3 clusters Score -1.667482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 163678 members 
Entering Unmasked Estep 
Score: -16674833.000000 Penalty: 5957.055176
	Iteration 22Q: 3 clusters Score -1.667483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 163677 members 
Entering Unmasked Estep 
Score: -16674843.000000 Penalty: 5957.055176
	Iteration 23Q: 3 clusters Score -1.667484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 163678 members 
Entering Unmasked Estep 
Score: -16674834.000000 Penalty: 5957.055176
	Iteration 24Q: 3 clusters Score -1.667483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 163683 members 
Entering Unmasked Estep 
Score: -16674842.000000 Penalty: 5957.055176
	Iteration 25Q: 3 clusters Score -1.667484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 163685 members 
Entering Unmasked Estep 
Score: -16674845.000000 Penalty: 5957.055176
	Iteration 26Q: 3 clusters Score -1.667484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 163689 members 
Entering Unmasked Estep 
Score: -16674859.000000 Penalty: 5957.055176
	Iteration 27Q: 3 clusters Score -1.667486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 163691 members 
Entering Unmasked Estep 
Score: -16674860.000000 Penalty: 5957.055176
	Iteration 28Q: 3 clusters Score -1.667486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 163695 members 
Entering Unmasked Estep 
Score: -16674858.000000 Penalty: 5957.055176
	Iteration 29Q: 3 clusters Score -1.667486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 163695 members 
Entering Unmasked Estep 
Score: -16674858.000000 Penalty: 5957.055176
	Iteration 30F: 3 clusters Score -1.667486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Entering Unmasked Estep 
Score: -2502012.750000 Penalty: 2504.972900
	Iteration 0F: 2 clusters Score -2502013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2485157.250000 Penalty: 5009.945801
	Iteration 0F: 3 clusters Score -2485157 nChanged 10719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2490787.750000 Penalty: 5009.945801
	Iteration 1F: 3 clusters Score -2490788 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2491172.000000 Penalty: 5009.945801
	Iteration 2Q: 3 clusters Score -2491172 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2491475.000000 Penalty: 5009.945801
	Iteration 3Q: 3 clusters Score -2491475 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2491762.750000 Penalty: 5009.945801
	Iteration 4Q: 3 clusters Score -2491763 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2492041.750000 Penalty: 5009.945801
	Iteration 5Q: 3 clusters Score -2492042 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2492313.750000 Penalty: 5009.945801
	Iteration 6Q: 3 clusters Score -2492314 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2492638.000000 Penalty: 5009.945801
	Iteration 7Q: 3 clusters Score -2492638 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2493027.250000 Penalty: 5009.945801
	Iteration 8Q: 3 clusters Score -2493027 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2493510.250000 Penalty: 5009.945801
	Iteration 9Q: 3 clusters Score -2493510 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2494202.500000 Penalty: 5009.945801
	Iteration 10Q: 3 clusters Score -2494202 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2495120.750000 Penalty: 5009.945801
	Iteration 11F: 3 clusters Score -2495121 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2496152.500000 Penalty: 5009.945801
	Iteration 12F: 3 clusters Score -2496152 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2497247.000000 Penalty: 5009.945801
	Iteration 13Q: 3 clusters Score -2497247 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2498129.250000 Penalty: 5009.945801
	Iteration 14Q: 3 clusters Score -2498129 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2498707.500000 Penalty: 5009.945801
	Iteration 15Q: 3 clusters Score -2498708 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2499030.250000 Penalty: 5009.945801
	Iteration 16Q: 3 clusters Score -2499030 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2499244.000000 Penalty: 5009.945801
	Iteration 17Q: 3 clusters Score -2499244 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2499366.750000 Penalty: 5009.945801
	Iteration 18Q: 3 clusters Score -2499367 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2499474.000000 Penalty: 5009.945801
	Iteration 19Q: 3 clusters Score -2499474 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2499564.750000 Penalty: 5009.945801
	Iteration 20F: 3 clusters Score -2499565 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2499623.250000 Penalty: 5009.945801
	Iteration 21Q: 3 clusters Score -2499623 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2499662.250000 Penalty: 5009.945801
	Iteration 22Q: 3 clusters Score -2499662 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2499693.000000 Penalty: 5009.945801
	Iteration 23Q: 3 clusters Score -2499693 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2499713.500000 Penalty: 5009.945801
	Iteration 24Q: 3 clusters Score -2499714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2499728.750000 Penalty: 5009.945801
	Iteration 25Q: 3 clusters Score -2499729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2499744.250000 Penalty: 5009.945801
	Iteration 26Q: 3 clusters Score -2499744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2499755.250000 Penalty: 5009.945801
	Iteration 27Q: 3 clusters Score -2499755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2499766.750000 Penalty: 5009.945801
	Iteration 28Q: 3 clusters Score -2499767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2499777.750000 Penalty: 5009.945801
	Iteration 29Q: 3 clusters Score -2499778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2499786.500000 Penalty: 5009.945801
	Iteration 30Q: 3 clusters Score -2499786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2499800.250000 Penalty: 5009.945801
	Iteration 31Q: 3 clusters Score -2499800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2499810.500000 Penalty: 5009.945801
	Iteration 32Q: 3 clusters Score -2499810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2499818.250000 Penalty: 5009.945801
	Iteration 33Q: 3 clusters Score -2499818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2499821.750000 Penalty: 5009.945801
	Iteration 34Q: 3 clusters Score -2499822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2499840.500000 Penalty: 5009.945801
	Iteration 35Q: 3 clusters Score -2499840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2499853.500000 Penalty: 5009.945801
	Iteration 36Q: 3 clusters Score -2499854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2499867.500000 Penalty: 5009.945801
	Iteration 37Q: 3 clusters Score -2499868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2499884.000000 Penalty: 5009.945801
	Iteration 38Q: 3 clusters Score -2499884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2499896.750000 Penalty: 5009.945801
	Iteration 39Q: 3 clusters Score -2499897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2499900.250000 Penalty: 5009.945801
	Iteration 40F: 3 clusters Score -2499900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2499907.000000 Penalty: 5009.945801
	Iteration 41Q: 3 clusters Score -2499907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2499914.750000 Penalty: 5009.945801
	Iteration 42Q: 3 clusters Score -2499915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2499919.000000 Penalty: 5009.945801
	Iteration 43Q: 3 clusters Score -2499919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2499929.500000 Penalty: 5009.945801
	Iteration 44Q: 3 clusters Score -2499930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2499933.250000 Penalty: 5009.945801
	Iteration 45Q: 3 clusters Score -2499933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2499932.250000 Penalty: 5009.945801
	Iteration 46Q: 3 clusters Score -2499932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2499933.000000 Penalty: 5009.945801
	Iteration 47Q: 3 clusters Score -2499933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2499936.250000 Penalty: 5009.945801
	Iteration 48Q: 3 clusters Score -2499936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2499934.000000 Penalty: 5009.945801
	Iteration 49Q: 3 clusters Score -2499934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2499935.250000 Penalty: 5009.945801
	Iteration 50Q: 3 clusters Score -2499935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2499935.250000 Penalty: 5009.945801
	Iteration 51F: 3 clusters Score -2499935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (231003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231003 members 
Entering Unmasked Estep 
Score: -23247254.000000 Penalty: 3062.846191
	Iteration 0F: 2 clusters Score -2.324725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115276 members 
Mstep: Class 2 contains 115727 members 
Entering Unmasked Estep 
Score: -23095266.000000 Penalty: 6125.692383
	Iteration 0F: 3 clusters Score -2.309527e+07 nChanged 111387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111621 members 
Mstep: Class 2 contains 119382 members 
Entering Unmasked Estep 
Score: -23161432.000000 Penalty: 6125.692383
	Iteration 1F: 3 clusters Score -2.316143e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109286 members 
Mstep: Class 2 contains 121717 members 
Entering Unmasked Estep 
Score: -23162660.000000 Penalty: 6125.692383
	Iteration 2Q: 3 clusters Score -2.316266e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105709 members 
Mstep: Class 2 contains 125294 members 
Entering Unmasked Estep 
Score: -23164174.000000 Penalty: 6125.692383
	Iteration 3Q: 3 clusters Score -2.316417e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100299 members 
Mstep: Class 2 contains 130704 members 
Entering Unmasked Estep 
Score: -23166430.000000 Penalty: 6125.692383
	Iteration 4Q: 3 clusters Score -2.316643e+07 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92194 members 
Mstep: Class 2 contains 138809 members 
Entering Unmasked Estep 
Score: -23170138.000000 Penalty: 6125.692383
	Iteration 5Q: 3 clusters Score -2.317014e+07 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 150593 members 
Entering Unmasked Estep 
Score: -23176780.000000 Penalty: 6125.692383
	Iteration 6F: 3 clusters Score -2.317678e+07 nChanged 16227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 166736 members 
Entering Unmasked Estep 
Score: -23188318.000000 Penalty: 6125.692383
	Iteration 7F: 3 clusters Score -2.318832e+07 nChanged 19676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 186404 members 
Entering Unmasked Estep 
Score: -23204718.000000 Penalty: 6125.692383
	Iteration 8F: 3 clusters Score -2.320472e+07 nChanged 19159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 205561 members 
Entering Unmasked Estep 
Score: -23222010.000000 Penalty: 6125.692383
	Iteration 9F: 3 clusters Score -2.322201e+07 nChanged 13567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 219126 members 
Entering Unmasked Estep 
Score: -23234522.000000 Penalty: 6125.692383
	Iteration 10F: 3 clusters Score -2.323452e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 226025 members 
Entering Unmasked Estep 
Score: -23240580.000000 Penalty: 6125.692383
	Iteration 11Q: 3 clusters Score -2.324058e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 228868 members 
Entering Unmasked Estep 
Score: -23243054.000000 Penalty: 6125.692383
	Iteration 12Q: 3 clusters Score -2.324305e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 229895 members 
Entering Unmasked Estep 
Score: -23243868.000000 Penalty: 6125.692383
	Iteration 13Q: 3 clusters Score -2.324387e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 230265 members 
Entering Unmasked Estep 
Score: -23244194.000000 Penalty: 6125.692383
	Iteration 14Q: 3 clusters Score -2.324419e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 230384 members 
Entering Unmasked Estep 
Score: -23244348.000000 Penalty: 6125.692383
	Iteration 15Q: 3 clusters Score -2.324435e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 230458 members 
Entering Unmasked Estep 
Score: -23244476.000000 Penalty: 6125.692383
	Iteration 16Q: 3 clusters Score -2.324448e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 230508 members 
Entering Unmasked Estep 
Score: -23244552.000000 Penalty: 6125.692383
	Iteration 17Q: 3 clusters Score -2.324455e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 230536 members 
Entering Unmasked Estep 
Score: -23244630.000000 Penalty: 6125.692383
	Iteration 18Q: 3 clusters Score -2.324463e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 230552 members 
Entering Unmasked Estep 
Score: -23244640.000000 Penalty: 6125.692383
	Iteration 19Q: 3 clusters Score -2.324464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 230558 members 
Entering Unmasked Estep 
Score: -23244652.000000 Penalty: 6125.692383
	Iteration 20F: 3 clusters Score -2.324465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 230559 members 
Entering Unmasked Estep 
Score: -23244644.000000 Penalty: 6125.692383
	Iteration 21Q: 3 clusters Score -2.324464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 230560 members 
Entering Unmasked Estep 
Score: -23244658.000000 Penalty: 6125.692383
	Iteration 22Q: 3 clusters Score -2.324466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 230562 members 
Entering Unmasked Estep 
Score: -23244674.000000 Penalty: 6125.692383
	Iteration 23Q: 3 clusters Score -2.324467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 230565 members 
Entering Unmasked Estep 
Score: -23244658.000000 Penalty: 6125.692383
	Iteration 24Q: 3 clusters Score -2.324466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 230565 members 
Entering Unmasked Estep 
Score: -23244666.000000 Penalty: 6125.692383
	Iteration 25Q: 3 clusters Score -2.324467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 230565 members 
Entering Unmasked Estep 
Score: -23244666.000000 Penalty: 6125.692383
	Iteration 26F: 3 clusters Score -2.324467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Entering Unmasked Estep 
Score: -1728445.000000 Penalty: 2413.709473
	Iteration 0F: 2 clusters Score -1728445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1716377.625000 Penalty: 4827.418945
	Iteration 0F: 3 clusters Score -1716378 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1720313.500000 Penalty: 4827.418945
	Iteration 1F: 3 clusters Score -1720314 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1720655.625000 Penalty: 4827.418945
	Iteration 2F: 3 clusters Score -1720656 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1720937.125000 Penalty: 4827.418945
	Iteration 3Q: 3 clusters Score -1720937 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1721172.375000 Penalty: 4827.418945
	Iteration 4Q: 3 clusters Score -1721172 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1721409.500000 Penalty: 4827.418945
	Iteration 5Q: 3 clusters Score -1721410 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1721663.250000 Penalty: 4827.418945
	Iteration 6Q: 3 clusters Score -1721663 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1721933.875000 Penalty: 4827.418945
	Iteration 7Q: 3 clusters Score -1721934 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1722217.500000 Penalty: 4827.418945
	Iteration 8Q: 3 clusters Score -1722218 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1722603.625000 Penalty: 4827.418945
	Iteration 9Q: 3 clusters Score -1722604 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1723066.375000 Penalty: 4827.418945
	Iteration 10Q: 3 clusters Score -1723066 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1723536.750000 Penalty: 4827.418945
	Iteration 11Q: 3 clusters Score -1723537 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1724033.875000 Penalty: 4827.418945
	Iteration 12Q: 3 clusters Score -1724034 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1724510.500000 Penalty: 4827.418945
	Iteration 13Q: 3 clusters Score -1724510 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1724887.750000 Penalty: 4827.418945
	Iteration 14Q: 3 clusters Score -1724888 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1725194.125000 Penalty: 4827.418945
	Iteration 15Q: 3 clusters Score -1725194 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1725420.250000 Penalty: 4827.418945
	Iteration 16Q: 3 clusters Score -1725420 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1725614.125000 Penalty: 4827.418945
	Iteration 17Q: 3 clusters Score -1725614 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1725787.625000 Penalty: 4827.418945
	Iteration 18Q: 3 clusters Score -1725788 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1725922.000000 Penalty: 4827.418945
	Iteration 19Q: 3 clusters Score -1725922 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1726026.125000 Penalty: 4827.418945
	Iteration 20F: 3 clusters Score -1726026 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1726121.875000 Penalty: 4827.418945
	Iteration 21Q: 3 clusters Score -1726122 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1726184.625000 Penalty: 4827.418945
	Iteration 22Q: 3 clusters Score -1726185 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1726240.500000 Penalty: 4827.418945
	Iteration 23Q: 3 clusters Score -1726240 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1726292.500000 Penalty: 4827.418945
	Iteration 24Q: 3 clusters Score -1726292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1726322.375000 Penalty: 4827.418945
	Iteration 25Q: 3 clusters Score -1726322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1726339.500000 Penalty: 4827.418945
	Iteration 26Q: 3 clusters Score -1726340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1726348.125000 Penalty: 4827.418945
	Iteration 27Q: 3 clusters Score -1726348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1726356.875000 Penalty: 4827.418945
	Iteration 28Q: 3 clusters Score -1726357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1726365.875000 Penalty: 4827.418945
	Iteration 29Q: 3 clusters Score -1726366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1726378.000000 Penalty: 4827.418945
	Iteration 30Q: 3 clusters Score -1726378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1726387.625000 Penalty: 4827.418945
	Iteration 31Q: 3 clusters Score -1726388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1726396.625000 Penalty: 4827.418945
	Iteration 32Q: 3 clusters Score -1726397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1726401.750000 Penalty: 4827.418945
	Iteration 33Q: 3 clusters Score -1726402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1726407.875000 Penalty: 4827.418945
	Iteration 34Q: 3 clusters Score -1726408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1726411.625000 Penalty: 4827.418945
	Iteration 35Q: 3 clusters Score -1726412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1726412.875000 Penalty: 4827.418945
	Iteration 36Q: 3 clusters Score -1726413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1726417.500000 Penalty: 4827.418945
	Iteration 37Q: 3 clusters Score -1726418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1726419.875000 Penalty: 4827.418945
	Iteration 38Q: 3 clusters Score -1726420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1726420.000000 Penalty: 4827.418945
	Iteration 39Q: 3 clusters Score -1726420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1726420.875000 Penalty: 4827.418945
	Iteration 40F: 3 clusters Score -1726421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1726422.250000 Penalty: 4827.418945
	Iteration 41Q: 3 clusters Score -1726422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1726425.000000 Penalty: 4827.418945
	Iteration 42Q: 3 clusters Score -1726425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1726423.000000 Penalty: 4827.418945
	Iteration 43Q: 3 clusters Score -1726423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1726427.125000 Penalty: 4827.418945
	Iteration 44Q: 3 clusters Score -1726427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1726427.125000 Penalty: 4827.418945
	Iteration 45F: 3 clusters Score -1726427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Entering Unmasked Estep 
Score: -2466010.000000 Penalty: 2511.989014
	Iteration 0F: 2 clusters Score -2466010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2448690.500000 Penalty: 5023.978027
	Iteration 0F: 3 clusters Score -2448690 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2454626.750000 Penalty: 5023.978027
	Iteration 1F: 3 clusters Score -2454627 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2455022.500000 Penalty: 5023.978027
	Iteration 2F: 3 clusters Score -2455022 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2455326.250000 Penalty: 5023.978027
	Iteration 3Q: 3 clusters Score -2455326 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2455637.000000 Penalty: 5023.978027
	Iteration 4Q: 3 clusters Score -2455637 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2455963.500000 Penalty: 5023.978027
	Iteration 5Q: 3 clusters Score -2455964 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2456433.500000 Penalty: 5023.978027
	Iteration 6Q: 3 clusters Score -2456434 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2457068.000000 Penalty: 5023.978027
	Iteration 7Q: 3 clusters Score -2457068 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2457967.250000 Penalty: 5023.978027
	Iteration 8F: 3 clusters Score -2457967 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2459206.500000 Penalty: 5023.978027
	Iteration 9F: 3 clusters Score -2459206 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2460534.250000 Penalty: 5023.978027
	Iteration 10F: 3 clusters Score -2460534 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2461756.500000 Penalty: 5023.978027
	Iteration 11F: 3 clusters Score -2461756 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2462710.250000 Penalty: 5023.978027
	Iteration 12Q: 3 clusters Score -2462710 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2463366.250000 Penalty: 5023.978027
	Iteration 13Q: 3 clusters Score -2463366 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2463750.500000 Penalty: 5023.978027
	Iteration 14Q: 3 clusters Score -2463750 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2463976.750000 Penalty: 5023.978027
	Iteration 15Q: 3 clusters Score -2463977 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2464150.500000 Penalty: 5023.978027
	Iteration 16Q: 3 clusters Score -2464150 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2464239.000000 Penalty: 5023.978027
	Iteration 17Q: 3 clusters Score -2464239 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2464317.250000 Penalty: 5023.978027
	Iteration 18Q: 3 clusters Score -2464317 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2464370.750000 Penalty: 5023.978027
	Iteration 19Q: 3 clusters Score -2464371 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2464406.500000 Penalty: 5023.978027
	Iteration 20F: 3 clusters Score -2464406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2464444.750000 Penalty: 5023.978027
	Iteration 21Q: 3 clusters Score -2464445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2464484.500000 Penalty: 5023.978027
	Iteration 22Q: 3 clusters Score -2464484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2464531.750000 Penalty: 5023.978027
	Iteration 23Q: 3 clusters Score -2464532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2464560.500000 Penalty: 5023.978027
	Iteration 24Q: 3 clusters Score -2464560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2464594.000000 Penalty: 5023.978027
	Iteration 25Q: 3 clusters Score -2464594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2464613.500000 Penalty: 5023.978027
	Iteration 26Q: 3 clusters Score -2464614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2464626.000000 Penalty: 5023.978027
	Iteration 27Q: 3 clusters Score -2464626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2464632.500000 Penalty: 5023.978027
	Iteration 28Q: 3 clusters Score -2464632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2464640.750000 Penalty: 5023.978027
	Iteration 29Q: 3 clusters Score -2464641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2464647.250000 Penalty: 5023.978027
	Iteration 30Q: 3 clusters Score -2464647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2464649.750000 Penalty: 5023.978027
	Iteration 31Q: 3 clusters Score -2464650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2464648.750000 Penalty: 5023.978027
	Iteration 32Q: 3 clusters Score -2464649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2464649.250000 Penalty: 5023.978027
	Iteration 33Q: 3 clusters Score -2464649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2464655.750000 Penalty: 5023.978027
	Iteration 34Q: 3 clusters Score -2464656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2464657.500000 Penalty: 5023.978027
	Iteration 35Q: 3 clusters Score -2464658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2464664.250000 Penalty: 5023.978027
	Iteration 36Q: 3 clusters Score -2464664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2464666.250000 Penalty: 5023.978027
	Iteration 37Q: 3 clusters Score -2464666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2464670.000000 Penalty: 5023.978027
	Iteration 38Q: 3 clusters Score -2464670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2464672.750000 Penalty: 5023.978027
	Iteration 39Q: 3 clusters Score -2464673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2464673.500000 Penalty: 5023.978027
	Iteration 40F: 3 clusters Score -2464674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2464676.250000 Penalty: 5023.978027
	Iteration 41Q: 3 clusters Score -2464676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2464675.500000 Penalty: 5023.978027
	Iteration 42Q: 3 clusters Score -2464676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2464677.250000 Penalty: 5023.978027
	Iteration 43Q: 3 clusters Score -2464677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2464678.250000 Penalty: 5023.978027
	Iteration 44Q: 3 clusters Score -2464678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2464681.250000 Penalty: 5023.978027
	Iteration 45Q: 3 clusters Score -2464681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2464680.500000 Penalty: 5023.978027
	Iteration 46Q: 3 clusters Score -2464680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2464684.500000 Penalty: 5023.978027
	Iteration 47Q: 3 clusters Score -2464684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2464689.000000 Penalty: 5023.978027
	Iteration 48Q: 3 clusters Score -2464689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2464690.250000 Penalty: 5023.978027
	Iteration 49Q: 3 clusters Score -2464690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2464697.500000 Penalty: 5023.978027
	Iteration 50Q: 3 clusters Score -2464698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2464701.000000 Penalty: 5023.978027
	Iteration 51Q: 3 clusters Score -2464701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2464704.250000 Penalty: 5023.978027
	Iteration 52Q: 3 clusters Score -2464704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2464705.750000 Penalty: 5023.978027
	Iteration 53Q: 3 clusters Score -2464706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2464708.750000 Penalty: 5023.978027
	Iteration 54Q: 3 clusters Score -2464709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2464708.250000 Penalty: 5023.978027
	Iteration 55Q: 3 clusters Score -2464708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2464709.250000 Penalty: 5023.978027
	Iteration 56Q: 3 clusters Score -2464709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2464709.250000 Penalty: 5023.978027
	Iteration 57F: 3 clusters Score -2464709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Entering Unmasked Estep 
Score: -760341.187500 Penalty: 2212.156982
	Iteration 0F: 2 clusters Score -760341.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -754232.625000 Penalty: 4424.313965
	Iteration 0F: 3 clusters Score -754232.6 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -755766.937500 Penalty: 4424.313965
	Iteration 1F: 3 clusters Score -755766.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -756026.250000 Penalty: 4424.313965
	Iteration 2F: 3 clusters Score -756026.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -756200.312500 Penalty: 4424.313965
	Iteration 3F: 3 clusters Score -756200.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -756319.187500 Penalty: 4424.313965
	Iteration 4Q: 3 clusters Score -756319.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -756417.500000 Penalty: 4424.313965
	Iteration 5Q: 3 clusters Score -756417.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -756500.812500 Penalty: 4424.313965
	Iteration 6Q: 3 clusters Score -756500.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -756589.437500 Penalty: 4424.313965
	Iteration 7Q: 3 clusters Score -756589.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -756664.250000 Penalty: 4424.313965
	Iteration 8Q: 3 clusters Score -756664.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -756727.187500 Penalty: 4424.313965
	Iteration 9Q: 3 clusters Score -756727.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -756802.875000 Penalty: 4424.313965
	Iteration 10Q: 3 clusters Score -756802.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -756900.500000 Penalty: 4424.313965
	Iteration 11Q: 3 clusters Score -756900.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -757023.875000 Penalty: 4424.313965
	Iteration 12Q: 3 clusters Score -757023.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -757167.500000 Penalty: 4424.313965
	Iteration 13Q: 3 clusters Score -757167.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -757335.750000 Penalty: 4424.313965
	Iteration 14Q: 3 clusters Score -757335.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -757516.625000 Penalty: 4424.313965
	Iteration 15Q: 3 clusters Score -757516.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -757693.125000 Penalty: 4424.313965
	Iteration 16Q: 3 clusters Score -757693.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -757829.000000 Penalty: 4424.313965
	Iteration 17Q: 3 clusters Score -757829 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -757949.375000 Penalty: 4424.313965
	Iteration 18Q: 3 clusters Score -757949.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -758055.000000 Penalty: 4424.313965
	Iteration 19Q: 3 clusters Score -758055 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -758156.812500 Penalty: 4424.313965
	Iteration 20F: 3 clusters Score -758156.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -758238.062500 Penalty: 4424.313965
	Iteration 21Q: 3 clusters Score -758238.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -758289.250000 Penalty: 4424.313965
	Iteration 22Q: 3 clusters Score -758289.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -758322.000000 Penalty: 4424.313965
	Iteration 23Q: 3 clusters Score -758322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -758350.187500 Penalty: 4424.313965
	Iteration 24Q: 3 clusters Score -758350.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -758368.437500 Penalty: 4424.313965
	Iteration 25Q: 3 clusters Score -758368.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -758394.625000 Penalty: 4424.313965
	Iteration 26Q: 3 clusters Score -758394.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -758413.000000 Penalty: 4424.313965
	Iteration 27Q: 3 clusters Score -758413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -758430.812500 Penalty: 4424.313965
	Iteration 28Q: 3 clusters Score -758430.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -758449.500000 Penalty: 4424.313965
	Iteration 29Q: 3 clusters Score -758449.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -758470.187500 Penalty: 4424.313965
	Iteration 30Q: 3 clusters Score -758470.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -758487.625000 Penalty: 4424.313965
	Iteration 31Q: 3 clusters Score -758487.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -758499.062500 Penalty: 4424.313965
	Iteration 32Q: 3 clusters Score -758499.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -758505.875000 Penalty: 4424.313965
	Iteration 33Q: 3 clusters Score -758505.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -758511.125000 Penalty: 4424.313965
	Iteration 34Q: 3 clusters Score -758511.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -758514.500000 Penalty: 4424.313965
	Iteration 35Q: 3 clusters Score -758514.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -758518.750000 Penalty: 4424.313965
	Iteration 36Q: 3 clusters Score -758518.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -758519.500000 Penalty: 4424.313965
	Iteration 37Q: 3 clusters Score -758519.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -758523.375000 Penalty: 4424.313965
	Iteration 38Q: 3 clusters Score -758523.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -758528.437500 Penalty: 4424.313965
	Iteration 39Q: 3 clusters Score -758528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -758529.687500 Penalty: 4424.313965
	Iteration 40F: 3 clusters Score -758529.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -758532.062500 Penalty: 4424.313965
	Iteration 41Q: 3 clusters Score -758532.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -758536.562500 Penalty: 4424.313965
	Iteration 42Q: 3 clusters Score -758536.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -758538.125000 Penalty: 4424.313965
	Iteration 43Q: 3 clusters Score -758538.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -758542.062500 Penalty: 4424.313965
	Iteration 44Q: 3 clusters Score -758542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -758548.000000 Penalty: 4424.313965
	Iteration 45Q: 3 clusters Score -758548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -758552.250000 Penalty: 4424.313965
	Iteration 46Q: 3 clusters Score -758552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -758553.875000 Penalty: 4424.313965
	Iteration 47Q: 3 clusters Score -758553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -758554.500000 Penalty: 4424.313965
	Iteration 48Q: 3 clusters Score -758554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -758555.625000 Penalty: 4424.313965
	Iteration 49Q: 3 clusters Score -758555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -758555.625000 Penalty: 4424.313965
	Iteration 50F: 3 clusters Score -758555.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66098 members 
Entering Unmasked Estep 
Score: -6633513.500000 Penalty: 2752.525635
	Iteration 0F: 2 clusters Score -6633514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -6589558.000000 Penalty: 5505.051270
	Iteration 0F: 3 clusters Score -6589558 nChanged 30657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -6607102.000000 Penalty: 5505.051270
	Iteration 1F: 3 clusters Score -6607102 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -6608508.500000 Penalty: 5505.051270
	Iteration 2Q: 3 clusters Score -6608508 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -6610511.000000 Penalty: 5505.051270
	Iteration 3F: 3 clusters Score -6610511 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -6613441.500000 Penalty: 5505.051270
	Iteration 4F: 3 clusters Score -6613442 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -6617648.000000 Penalty: 5505.051270
	Iteration 5F: 3 clusters Score -6617648 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -6622294.500000 Penalty: 5505.051270
	Iteration 6F: 3 clusters Score -6622294 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -6625613.500000 Penalty: 5505.051270
	Iteration 7F: 3 clusters Score -6625614 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -6627453.000000 Penalty: 5505.051270
	Iteration 8Q: 3 clusters Score -6627453 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -6628258.500000 Penalty: 5505.051270
	Iteration 9Q: 3 clusters Score -6628258 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -6628635.000000 Penalty: 5505.051270
	Iteration 10Q: 3 clusters Score -6628635 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -6628916.000000 Penalty: 5505.051270
	Iteration 11Q: 3 clusters Score -6628916 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -6629192.500000 Penalty: 5505.051270
	Iteration 12Q: 3 clusters Score -6629192 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -6629442.000000 Penalty: 5505.051270
	Iteration 13Q: 3 clusters Score -6629442 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -6629679.000000 Penalty: 5505.051270
	Iteration 14Q: 3 clusters Score -6629679 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -6630034.000000 Penalty: 5505.051270
	Iteration 15Q: 3 clusters Score -6630034 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -6630372.500000 Penalty: 5505.051270
	Iteration 16Q: 3 clusters Score -6630372 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -6630600.000000 Penalty: 5505.051270
	Iteration 17Q: 3 clusters Score -6630600 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -6630798.500000 Penalty: 5505.051270
	Iteration 18Q: 3 clusters Score -6630798 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -6630946.500000 Penalty: 5505.051270
	Iteration 19Q: 3 clusters Score -6630946 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -6631095.000000 Penalty: 5505.051270
	Iteration 20F: 3 clusters Score -6631095 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -6631244.000000 Penalty: 5505.051270
	Iteration 21Q: 3 clusters Score -6631244 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -6631365.000000 Penalty: 5505.051270
	Iteration 22Q: 3 clusters Score -6631365 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -6631455.000000 Penalty: 5505.051270
	Iteration 23Q: 3 clusters Score -6631455 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -6631519.000000 Penalty: 5505.051270
	Iteration 24Q: 3 clusters Score -6631519 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -6631611.500000 Penalty: 5505.051270
	Iteration 25Q: 3 clusters Score -6631612 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -6631678.000000 Penalty: 5505.051270
	Iteration 26Q: 3 clusters Score -6631678 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -6631757.500000 Penalty: 5505.051270
	Iteration 27Q: 3 clusters Score -6631758 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -6631806.000000 Penalty: 5505.051270
	Iteration 28Q: 3 clusters Score -6631806 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58865 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -6631869.500000 Penalty: 5505.051270
	Iteration 29Q: 3 clusters Score -6631870 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -6631890.000000 Penalty: 5505.051270
	Iteration 30Q: 3 clusters Score -6631890 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -6631903.000000 Penalty: 5505.051270
	Iteration 31Q: 3 clusters Score -6631903 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -6631913.500000 Penalty: 5505.051270
	Iteration 32Q: 3 clusters Score -6631914 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59572 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -6631927.500000 Penalty: 5505.051270
	Iteration 33Q: 3 clusters Score -6631928 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -6631975.500000 Penalty: 5505.051270
	Iteration 34Q: 3 clusters Score -6631976 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -6632010.500000 Penalty: 5505.051270
	Iteration 35Q: 3 clusters Score -6632010 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -6632050.500000 Penalty: 5505.051270
	Iteration 36Q: 3 clusters Score -6632050 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -6632062.500000 Penalty: 5505.051270
	Iteration 37Q: 3 clusters Score -6632062 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -6632097.500000 Penalty: 5505.051270
	Iteration 38Q: 3 clusters Score -6632098 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -6632122.000000 Penalty: 5505.051270
	Iteration 39Q: 3 clusters Score -6632122 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -6632122.000000 Penalty: 5505.051270
	Iteration 40F: 3 clusters Score -6632122 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -6632135.500000 Penalty: 5505.051270
	Iteration 41Q: 3 clusters Score -6632136 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60877 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -6632174.000000 Penalty: 5505.051270
	Iteration 42Q: 3 clusters Score -6632174 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61011 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -6632201.000000 Penalty: 5505.051270
	Iteration 43Q: 3 clusters Score -6632201 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -6632222.000000 Penalty: 5505.051270
	Iteration 44Q: 3 clusters Score -6632222 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -6632234.500000 Penalty: 5505.051270
	Iteration 45Q: 3 clusters Score -6632234 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -6632246.500000 Penalty: 5505.051270
	Iteration 46Q: 3 clusters Score -6632246 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -6632245.500000 Penalty: 5505.051270
	Iteration 47Q: 3 clusters Score -6632246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -6632265.500000 Penalty: 5505.051270
	Iteration 48Q: 3 clusters Score -6632266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -6632279.000000 Penalty: 5505.051270
	Iteration 49Q: 3 clusters Score -6632279 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -6632302.000000 Penalty: 5505.051270
	Iteration 50Q: 3 clusters Score -6632302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -6632327.000000 Penalty: 5505.051270
	Iteration 51Q: 3 clusters Score -6632327 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -6632329.000000 Penalty: 5505.051270
	Iteration 52Q: 3 clusters Score -6632329 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -6632343.000000 Penalty: 5505.051270
	Iteration 53Q: 3 clusters Score -6632343 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -6632348.500000 Penalty: 5505.051270
	Iteration 54Q: 3 clusters Score -6632348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -6632366.500000 Penalty: 5505.051270
	Iteration 55Q: 3 clusters Score -6632366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -6632368.000000 Penalty: 5505.051270
	Iteration 56Q: 3 clusters Score -6632368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -6632360.500000 Penalty: 5505.051270
	Iteration 57Q: 3 clusters Score -6632360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -6632369.000000 Penalty: 5505.051270
	Iteration 58Q: 3 clusters Score -6632369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -6632372.500000 Penalty: 5505.051270
	Iteration 59Q: 3 clusters Score -6632372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -6632371.000000 Penalty: 5505.051270
	Iteration 60F: 3 clusters Score -6632371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -6632371.000000 Penalty: 5505.051270
	Iteration 61Q: 3 clusters Score -6632371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -6632368.500000 Penalty: 5505.051270
	Iteration 62Q: 3 clusters Score -6632368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -6632375.000000 Penalty: 5505.051270
	Iteration 63Q: 3 clusters Score -6632375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -6632378.000000 Penalty: 5505.051270
	Iteration 64Q: 3 clusters Score -6632378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -6632371.500000 Penalty: 5505.051270
	Iteration 65Q: 3 clusters Score -6632372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -6632387.500000 Penalty: 5505.051270
	Iteration 66Q: 3 clusters Score -6632388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -6632380.500000 Penalty: 5505.051270
	Iteration 67Q: 3 clusters Score -6632380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -6632378.000000 Penalty: 5505.051270
	Iteration 68Q: 3 clusters Score -6632378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62368 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -6632377.000000 Penalty: 5505.051270
	Iteration 69Q: 3 clusters Score -6632377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -6632374.500000 Penalty: 5505.051270
	Iteration 70Q: 3 clusters Score -6632374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -6632389.500000 Penalty: 5505.051270
	Iteration 71Q: 3 clusters Score -6632390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62456 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -6632389.000000 Penalty: 5505.051270
	Iteration 72Q: 3 clusters Score -6632389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -6632391.500000 Penalty: 5505.051270
	Iteration 73Q: 3 clusters Score -6632392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -6632392.000000 Penalty: 5505.051270
	Iteration 74Q: 3 clusters Score -6632392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -6632386.500000 Penalty: 5505.051270
	Iteration 75Q: 3 clusters Score -6632386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -6632393.000000 Penalty: 5505.051270
	Iteration 76Q: 3 clusters Score -6632393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -6632400.500000 Penalty: 5505.051270
	Iteration 77Q: 3 clusters Score -6632400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -6632409.500000 Penalty: 5505.051270
	Iteration 78Q: 3 clusters Score -6632410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -6632405.000000 Penalty: 5505.051270
	Iteration 79Q: 3 clusters Score -6632405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -6632420.000000 Penalty: 5505.051270
	Iteration 80F: 3 clusters Score -6632420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -6632418.000000 Penalty: 5505.051270
	Iteration 81Q: 3 clusters Score -6632418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -6632414.000000 Penalty: 5505.051270
	Iteration 82Q: 3 clusters Score -6632414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -6632417.000000 Penalty: 5505.051270
	Iteration 83Q: 3 clusters Score -6632417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -6632416.500000 Penalty: 5505.051270
	Iteration 84Q: 3 clusters Score -6632416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -6632402.500000 Penalty: 5505.051270
	Iteration 85Q: 3 clusters Score -6632402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6632407.000000 Penalty: 5505.051270
	Iteration 86Q: 3 clusters Score -6632407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -6632410.500000 Penalty: 5505.051270
	Iteration 87Q: 3 clusters Score -6632410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -6632410.000000 Penalty: 5505.051270
	Iteration 88Q: 3 clusters Score -6632410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -6632415.500000 Penalty: 5505.051270
	Iteration 89Q: 3 clusters Score -6632416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -6632410.000000 Penalty: 5505.051270
	Iteration 90Q: 3 clusters Score -6632410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -6632411.500000 Penalty: 5505.051270
	Iteration 91Q: 3 clusters Score -6632412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6632414.000000 Penalty: 5505.051270
	Iteration 92Q: 3 clusters Score -6632414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -6632411.000000 Penalty: 5505.051270
	Iteration 93Q: 3 clusters Score -6632411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -6632411.000000 Penalty: 5505.051270
	Iteration 94F: 3 clusters Score -6632411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -189473.578125 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -189473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -186814.578125 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -186814.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -187381.703125 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -187381.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -187570.390625 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -187570.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -187672.781250 Penalty: 3769.054443
	Iteration 3Q: 3 clusters Score -187672.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -187734.953125 Penalty: 3769.054443
	Iteration 4Q: 3 clusters Score -187735 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -187797.125000 Penalty: 3769.054443
	Iteration 5Q: 3 clusters Score -187797.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -187841.453125 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -187841.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -187881.312500 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -187881.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -187909.828125 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -187909.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -187928.031250 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -187928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -187942.750000 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -187942.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -187960.234375 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -187960.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -187973.093750 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -187973.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -187987.671875 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -187987.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -187990.625000 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -187990.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -187998.578125 Penalty: 3769.054443
	Iteration 15Q: 3 clusters Score -187998.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -188008.281250 Penalty: 3769.054443
	Iteration 16Q: 3 clusters Score -188008.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -188016.312500 Penalty: 3769.054443
	Iteration 17Q: 3 clusters Score -188016.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -188026.015625 Penalty: 3769.054443
	Iteration 18Q: 3 clusters Score -188026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -188031.375000 Penalty: 3769.054443
	Iteration 19Q: 3 clusters Score -188031.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -188035.593750 Penalty: 3769.054443
	Iteration 20F: 3 clusters Score -188035.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -188037.375000 Penalty: 3769.054443
	Iteration 21Q: 3 clusters Score -188037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -188038.562500 Penalty: 3769.054443
	Iteration 22Q: 3 clusters Score -188038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -188039.375000 Penalty: 3769.054443
	Iteration 23Q: 3 clusters Score -188039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -188039.921875 Penalty: 3769.054443
	Iteration 24Q: 3 clusters Score -188039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -188041.531250 Penalty: 3769.054443
	Iteration 25Q: 3 clusters Score -188041.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -188041.671875 Penalty: 3769.054443
	Iteration 26Q: 3 clusters Score -188041.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -188043.078125 Penalty: 3769.054443
	Iteration 27Q: 3 clusters Score -188043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -188043.281250 Penalty: 3769.054443
	Iteration 28Q: 3 clusters Score -188043.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -188044.406250 Penalty: 3769.054443
	Iteration 29Q: 3 clusters Score -188044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -188045.906250 Penalty: 3769.054443
	Iteration 30Q: 3 clusters Score -188045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -188047.546875 Penalty: 3769.054443
	Iteration 31Q: 3 clusters Score -188047.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -188050.640625 Penalty: 3769.054443
	Iteration 32Q: 3 clusters Score -188050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -188051.765625 Penalty: 3769.054443
	Iteration 33Q: 3 clusters Score -188051.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -188052.546875 Penalty: 3769.054443
	Iteration 34Q: 3 clusters Score -188052.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -188056.406250 Penalty: 3769.054443
	Iteration 35Q: 3 clusters Score -188056.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -188062.968750 Penalty: 3769.054443
	Iteration 36Q: 3 clusters Score -188063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -188071.281250 Penalty: 3769.054443
	Iteration 37Q: 3 clusters Score -188071.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -188085.203125 Penalty: 3769.054443
	Iteration 38Q: 3 clusters Score -188085.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -188093.140625 Penalty: 3769.054443
	Iteration 39Q: 3 clusters Score -188093.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -188104.218750 Penalty: 3769.054443
	Iteration 40F: 3 clusters Score -188104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -188111.609375 Penalty: 3769.054443
	Iteration 41Q: 3 clusters Score -188111.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -188124.531250 Penalty: 3769.054443
	Iteration 42Q: 3 clusters Score -188124.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -188152.234375 Penalty: 3769.054443
	Iteration 43Q: 3 clusters Score -188152.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -188175.125000 Penalty: 3769.054443
	Iteration 44Q: 3 clusters Score -188175.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -188209.359375 Penalty: 3769.054443
	Iteration 45Q: 3 clusters Score -188209.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -188242.562500 Penalty: 3769.054443
	Iteration 46Q: 3 clusters Score -188242.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -188261.734375 Penalty: 3769.054443
	Iteration 47Q: 3 clusters Score -188261.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -188276.703125 Penalty: 3769.054443
	Iteration 48Q: 3 clusters Score -188276.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -188288.390625 Penalty: 3769.054443
	Iteration 49Q: 3 clusters Score -188288.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -188296.937500 Penalty: 3769.054443
	Iteration 50Q: 3 clusters Score -188296.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -188304.140625 Penalty: 3769.054443
	Iteration 51Q: 3 clusters Score -188304.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -188312.718750 Penalty: 3769.054443
	Iteration 52Q: 3 clusters Score -188312.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -188319.390625 Penalty: 3769.054443
	Iteration 53Q: 3 clusters Score -188319.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -188326.203125 Penalty: 3769.054443
	Iteration 54Q: 3 clusters Score -188326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -188328.578125 Penalty: 3769.054443
	Iteration 55Q: 3 clusters Score -188328.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -188335.765625 Penalty: 3769.054443
	Iteration 56Q: 3 clusters Score -188335.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -188342.046875 Penalty: 3769.054443
	Iteration 57Q: 3 clusters Score -188342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -188344.578125 Penalty: 3769.054443
	Iteration 58Q: 3 clusters Score -188344.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -188348.562500 Penalty: 3769.054443
	Iteration 59Q: 3 clusters Score -188348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -188352.062500 Penalty: 3769.054443
	Iteration 60F: 3 clusters Score -188352.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -188357.390625 Penalty: 3769.054443
	Iteration 61Q: 3 clusters Score -188357.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -188361.515625 Penalty: 3769.054443
	Iteration 62Q: 3 clusters Score -188361.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -188367.875000 Penalty: 3769.054443
	Iteration 63Q: 3 clusters Score -188367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -188370.406250 Penalty: 3769.054443
	Iteration 64Q: 3 clusters Score -188370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -188372.531250 Penalty: 3769.054443
	Iteration 65Q: 3 clusters Score -188372.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -188373.843750 Penalty: 3769.054443
	Iteration 66Q: 3 clusters Score -188373.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -188373.843750 Penalty: 3769.054443
	Iteration 67F: 3 clusters Score -188373.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Entering Unmasked Estep 
Score: -2712987.000000 Penalty: 2538.017578
	Iteration 0F: 2 clusters Score -2712987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2693799.250000 Penalty: 5076.035156
	Iteration 0F: 3 clusters Score -2693799 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2700538.500000 Penalty: 5076.035156
	Iteration 1F: 3 clusters Score -2700538 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2700980.000000 Penalty: 5076.035156
	Iteration 2Q: 3 clusters Score -2700980 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2701438.250000 Penalty: 5076.035156
	Iteration 3Q: 3 clusters Score -2701438 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2701999.250000 Penalty: 5076.035156
	Iteration 4Q: 3 clusters Score -2701999 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2702862.750000 Penalty: 5076.035156
	Iteration 5F: 3 clusters Score -2702863 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2703881.750000 Penalty: 5076.035156
	Iteration 6F: 3 clusters Score -2703882 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2705042.750000 Penalty: 5076.035156
	Iteration 7F: 3 clusters Score -2705043 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2706336.250000 Penalty: 5076.035156
	Iteration 8F: 3 clusters Score -2706336 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2707495.500000 Penalty: 5076.035156
	Iteration 9F: 3 clusters Score -2707496 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2708431.750000 Penalty: 5076.035156
	Iteration 10Q: 3 clusters Score -2708432 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2709185.750000 Penalty: 5076.035156
	Iteration 11Q: 3 clusters Score -2709186 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2709763.500000 Penalty: 5076.035156
	Iteration 12Q: 3 clusters Score -2709764 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2710192.250000 Penalty: 5076.035156
	Iteration 13Q: 3 clusters Score -2710192 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2710561.750000 Penalty: 5076.035156
	Iteration 14Q: 3 clusters Score -2710562 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2710868.750000 Penalty: 5076.035156
	Iteration 15Q: 3 clusters Score -2710869 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2711101.500000 Penalty: 5076.035156
	Iteration 16Q: 3 clusters Score -2711102 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2711268.750000 Penalty: 5076.035156
	Iteration 17Q: 3 clusters Score -2711269 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2711360.000000 Penalty: 5076.035156
	Iteration 18Q: 3 clusters Score -2711360 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2711410.750000 Penalty: 5076.035156
	Iteration 19Q: 3 clusters Score -2711411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2711433.250000 Penalty: 5076.035156
	Iteration 20F: 3 clusters Score -2711433 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2711456.250000 Penalty: 5076.035156
	Iteration 21Q: 3 clusters Score -2711456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2711468.500000 Penalty: 5076.035156
	Iteration 22Q: 3 clusters Score -2711468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2711476.250000 Penalty: 5076.035156
	Iteration 23Q: 3 clusters Score -2711476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2711481.250000 Penalty: 5076.035156
	Iteration 24Q: 3 clusters Score -2711481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2711486.500000 Penalty: 5076.035156
	Iteration 25Q: 3 clusters Score -2711486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2711491.000000 Penalty: 5076.035156
	Iteration 26Q: 3 clusters Score -2711491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2711495.750000 Penalty: 5076.035156
	Iteration 27Q: 3 clusters Score -2711496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2711497.000000 Penalty: 5076.035156
	Iteration 28Q: 3 clusters Score -2711497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2711493.000000 Penalty: 5076.035156
	Iteration 29Q: 3 clusters Score -2711493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2711497.250000 Penalty: 5076.035156
	Iteration 30Q: 3 clusters Score -2711497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2711496.250000 Penalty: 5076.035156
	Iteration 31Q: 3 clusters Score -2711496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2711496.250000 Penalty: 5076.035156
	Iteration 32F: 3 clusters Score -2711496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Entering Unmasked Estep 
Score: -2407891.500000 Penalty: 2521.398193
	Iteration 0F: 2 clusters Score -2407892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2390012.000000 Penalty: 5042.796387
	Iteration 0F: 3 clusters Score -2390012 nChanged 11520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2396347.000000 Penalty: 5042.796387
	Iteration 1F: 3 clusters Score -2396347 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2396886.750000 Penalty: 5042.796387
	Iteration 2F: 3 clusters Score -2396887 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2397427.500000 Penalty: 5042.796387
	Iteration 3Q: 3 clusters Score -2397428 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2397968.750000 Penalty: 5042.796387
	Iteration 4F: 3 clusters Score -2397969 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2398570.750000 Penalty: 5042.796387
	Iteration 5Q: 3 clusters Score -2398571 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2399233.750000 Penalty: 5042.796387
	Iteration 6Q: 3 clusters Score -2399234 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2399974.000000 Penalty: 5042.796387
	Iteration 7Q: 3 clusters Score -2399974 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2400795.500000 Penalty: 5042.796387
	Iteration 8Q: 3 clusters Score -2400796 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2401666.000000 Penalty: 5042.796387
	Iteration 9Q: 3 clusters Score -2401666 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2402421.750000 Penalty: 5042.796387
	Iteration 10Q: 3 clusters Score -2402422 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2402935.750000 Penalty: 5042.796387
	Iteration 11Q: 3 clusters Score -2402936 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2403281.000000 Penalty: 5042.796387
	Iteration 12Q: 3 clusters Score -2403281 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2403520.500000 Penalty: 5042.796387
	Iteration 13Q: 3 clusters Score -2403520 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2403705.750000 Penalty: 5042.796387
	Iteration 14Q: 3 clusters Score -2403706 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2403834.750000 Penalty: 5042.796387
	Iteration 15Q: 3 clusters Score -2403835 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2403944.000000 Penalty: 5042.796387
	Iteration 16Q: 3 clusters Score -2403944 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2404031.500000 Penalty: 5042.796387
	Iteration 17Q: 3 clusters Score -2404032 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2404116.500000 Penalty: 5042.796387
	Iteration 18Q: 3 clusters Score -2404116 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2404191.500000 Penalty: 5042.796387
	Iteration 19Q: 3 clusters Score -2404192 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2404251.250000 Penalty: 5042.796387
	Iteration 20F: 3 clusters Score -2404251 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2404300.750000 Penalty: 5042.796387
	Iteration 21Q: 3 clusters Score -2404301 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2404377.500000 Penalty: 5042.796387
	Iteration 22Q: 3 clusters Score -2404378 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2404448.500000 Penalty: 5042.796387
	Iteration 23Q: 3 clusters Score -2404448 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2404496.750000 Penalty: 5042.796387
	Iteration 24Q: 3 clusters Score -2404497 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2404564.000000 Penalty: 5042.796387
	Iteration 25Q: 3 clusters Score -2404564 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2404630.250000 Penalty: 5042.796387
	Iteration 26Q: 3 clusters Score -2404630 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2404697.500000 Penalty: 5042.796387
	Iteration 27Q: 3 clusters Score -2404698 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2404765.000000 Penalty: 5042.796387
	Iteration 28Q: 3 clusters Score -2404765 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2404835.250000 Penalty: 5042.796387
	Iteration 29Q: 3 clusters Score -2404835 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2404903.250000 Penalty: 5042.796387
	Iteration 30Q: 3 clusters Score -2404903 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2404963.750000 Penalty: 5042.796387
	Iteration 31Q: 3 clusters Score -2404964 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2405027.500000 Penalty: 5042.796387
	Iteration 32Q: 3 clusters Score -2405028 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2405077.000000 Penalty: 5042.796387
	Iteration 33Q: 3 clusters Score -2405077 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2405146.750000 Penalty: 5042.796387
	Iteration 34Q: 3 clusters Score -2405147 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2405204.500000 Penalty: 5042.796387
	Iteration 35Q: 3 clusters Score -2405204 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -2405269.250000 Penalty: 5042.796387
	Iteration 36Q: 3 clusters Score -2405269 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2405320.000000 Penalty: 5042.796387
	Iteration 37Q: 3 clusters Score -2405320 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2405360.000000 Penalty: 5042.796387
	Iteration 38Q: 3 clusters Score -2405360 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -2405399.750000 Penalty: 5042.796387
	Iteration 39Q: 3 clusters Score -2405400 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -2405445.250000 Penalty: 5042.796387
	Iteration 40F: 3 clusters Score -2405445 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -2405480.250000 Penalty: 5042.796387
	Iteration 41Q: 3 clusters Score -2405480 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2405515.500000 Penalty: 5042.796387
	Iteration 42Q: 3 clusters Score -2405516 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -2405558.000000 Penalty: 5042.796387
	Iteration 43Q: 3 clusters Score -2405558 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2405582.250000 Penalty: 5042.796387
	Iteration 44Q: 3 clusters Score -2405582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -2405610.750000 Penalty: 5042.796387
	Iteration 45Q: 3 clusters Score -2405611 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -2405636.250000 Penalty: 5042.796387
	Iteration 46Q: 3 clusters Score -2405636 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -2405650.250000 Penalty: 5042.796387
	Iteration 47Q: 3 clusters Score -2405650 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -2405669.250000 Penalty: 5042.796387
	Iteration 48Q: 3 clusters Score -2405669 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2405690.750000 Penalty: 5042.796387
	Iteration 49Q: 3 clusters Score -2405691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -2405713.250000 Penalty: 5042.796387
	Iteration 50Q: 3 clusters Score -2405713 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -2405727.500000 Penalty: 5042.796387
	Iteration 51Q: 3 clusters Score -2405728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -2405739.250000 Penalty: 5042.796387
	Iteration 52Q: 3 clusters Score -2405739 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -2405751.500000 Penalty: 5042.796387
	Iteration 53Q: 3 clusters Score -2405752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -2405772.250000 Penalty: 5042.796387
	Iteration 54Q: 3 clusters Score -2405772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2405788.000000 Penalty: 5042.796387
	Iteration 55Q: 3 clusters Score -2405788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -2405793.500000 Penalty: 5042.796387
	Iteration 56Q: 3 clusters Score -2405794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -2405805.750000 Penalty: 5042.796387
	Iteration 57Q: 3 clusters Score -2405806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -2405813.750000 Penalty: 5042.796387
	Iteration 58Q: 3 clusters Score -2405814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -2405821.250000 Penalty: 5042.796387
	Iteration 59Q: 3 clusters Score -2405821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -2405833.500000 Penalty: 5042.796387
	Iteration 60F: 3 clusters Score -2405834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2405850.500000 Penalty: 5042.796387
	Iteration 61Q: 3 clusters Score -2405850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -2405864.750000 Penalty: 5042.796387
	Iteration 62Q: 3 clusters Score -2405865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2405874.000000 Penalty: 5042.796387
	Iteration 63Q: 3 clusters Score -2405874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -2405875.000000 Penalty: 5042.796387
	Iteration 64Q: 3 clusters Score -2405875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -2405881.500000 Penalty: 5042.796387
	Iteration 65Q: 3 clusters Score -2405882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2405886.500000 Penalty: 5042.796387
	Iteration 66Q: 3 clusters Score -2405886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -2405891.750000 Penalty: 5042.796387
	Iteration 67Q: 3 clusters Score -2405892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -2405897.500000 Penalty: 5042.796387
	Iteration 68Q: 3 clusters Score -2405898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -2405906.750000 Penalty: 5042.796387
	Iteration 69Q: 3 clusters Score -2405907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -2405904.500000 Penalty: 5042.796387
	Iteration 70Q: 3 clusters Score -2405904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -2405913.000000 Penalty: 5042.796387
	Iteration 71Q: 3 clusters Score -2405913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -2405918.750000 Penalty: 5042.796387
	Iteration 72Q: 3 clusters Score -2405919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -2405923.750000 Penalty: 5042.796387
	Iteration 73Q: 3 clusters Score -2405924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -2405929.750000 Penalty: 5042.796387
	Iteration 74Q: 3 clusters Score -2405930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -2405932.250000 Penalty: 5042.796387
	Iteration 75Q: 3 clusters Score -2405932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -2405933.250000 Penalty: 5042.796387
	Iteration 76Q: 3 clusters Score -2405933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -2405933.750000 Penalty: 5042.796387
	Iteration 77Q: 3 clusters Score -2405934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -2405931.750000 Penalty: 5042.796387
	Iteration 78Q: 3 clusters Score -2405932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -2405939.250000 Penalty: 5042.796387
	Iteration 79Q: 3 clusters Score -2405939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -2405938.500000 Penalty: 5042.796387
	Iteration 80F: 3 clusters Score -2405938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -2405934.500000 Penalty: 5042.796387
	Iteration 81Q: 3 clusters Score -2405934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -2405933.500000 Penalty: 5042.796387
	Iteration 82Q: 3 clusters Score -2405934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -2405933.500000 Penalty: 5042.796387
	Iteration 83F: 3 clusters Score -2405934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Entering Unmasked Estep 
Score: -1605403.125000 Penalty: 2422.395752
	Iteration 0F: 2 clusters Score -1605403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1593009.000000 Penalty: 4844.791504
	Iteration 0F: 3 clusters Score -1593009 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1597135.625000 Penalty: 4844.791504
	Iteration 1F: 3 clusters Score -1597136 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1597698.875000 Penalty: 4844.791504
	Iteration 2F: 3 clusters Score -1597699 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1598244.875000 Penalty: 4844.791504
	Iteration 3F: 3 clusters Score -1598245 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1598869.000000 Penalty: 4844.791504
	Iteration 4F: 3 clusters Score -1598869 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1599643.500000 Penalty: 4844.791504
	Iteration 5F: 3 clusters Score -1599644 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1600481.125000 Penalty: 4844.791504
	Iteration 6F: 3 clusters Score -1600481 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1601277.250000 Penalty: 4844.791504
	Iteration 7F: 3 clusters Score -1601277 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1601920.625000 Penalty: 4844.791504
	Iteration 8Q: 3 clusters Score -1601921 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1602369.125000 Penalty: 4844.791504
	Iteration 9Q: 3 clusters Score -1602369 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1602659.875000 Penalty: 4844.791504
	Iteration 10Q: 3 clusters Score -1602660 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1602879.875000 Penalty: 4844.791504
	Iteration 11Q: 3 clusters Score -1602880 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1603044.625000 Penalty: 4844.791504
	Iteration 12Q: 3 clusters Score -1603045 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1603181.125000 Penalty: 4844.791504
	Iteration 13Q: 3 clusters Score -1603181 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1603293.500000 Penalty: 4844.791504
	Iteration 14Q: 3 clusters Score -1603294 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1603389.750000 Penalty: 4844.791504
	Iteration 15Q: 3 clusters Score -1603390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1603448.500000 Penalty: 4844.791504
	Iteration 16Q: 3 clusters Score -1603448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1603487.125000 Penalty: 4844.791504
	Iteration 17Q: 3 clusters Score -1603487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1603515.375000 Penalty: 4844.791504
	Iteration 18Q: 3 clusters Score -1603515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -1603540.375000 Penalty: 4844.791504
	Iteration 19Q: 3 clusters Score -1603540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1603554.500000 Penalty: 4844.791504
	Iteration 20F: 3 clusters Score -1603554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1603568.875000 Penalty: 4844.791504
	Iteration 21Q: 3 clusters Score -1603569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1603576.875000 Penalty: 4844.791504
	Iteration 22Q: 3 clusters Score -1603577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1603587.250000 Penalty: 4844.791504
	Iteration 23Q: 3 clusters Score -1603587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1603586.625000 Penalty: 4844.791504
	Iteration 24Q: 3 clusters Score -1603587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1603588.250000 Penalty: 4844.791504
	Iteration 25Q: 3 clusters Score -1603588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1603589.875000 Penalty: 4844.791504
	Iteration 26Q: 3 clusters Score -1603590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -1603590.500000 Penalty: 4844.791504
	Iteration 27Q: 3 clusters Score -1603590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -1603588.875000 Penalty: 4844.791504
	Iteration 28Q: 3 clusters Score -1603589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -1603588.875000 Penalty: 4844.791504
	Iteration 29F: 3 clusters Score -1603589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Entering Unmasked Estep 
Score: -4180784.500000 Penalty: 2641.930176
	Iteration 0F: 2 clusters Score -4180784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4152115.250000 Penalty: 5283.860352
	Iteration 0F: 3 clusters Score -4152115 nChanged 19311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -4162886.250000 Penalty: 5283.860352
	Iteration 1F: 3 clusters Score -4162886 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -4163595.750000 Penalty: 5283.860352
	Iteration 2Q: 3 clusters Score -4163596 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4164422.250000 Penalty: 5283.860352
	Iteration 3Q: 3 clusters Score -4164422 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -4165533.250000 Penalty: 5283.860352
	Iteration 4F: 3 clusters Score -4165533 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -4167021.000000 Penalty: 5283.860352
	Iteration 5F: 3 clusters Score -4167021 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -4168947.250000 Penalty: 5283.860352
	Iteration 6F: 3 clusters Score -4168947 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -4171258.750000 Penalty: 5283.860352
	Iteration 7F: 3 clusters Score -4171259 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -4173549.250000 Penalty: 5283.860352
	Iteration 8F: 3 clusters Score -4173549 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -4175563.250000 Penalty: 5283.860352
	Iteration 9Q: 3 clusters Score -4175563 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -4176827.000000 Penalty: 5283.860352
	Iteration 10Q: 3 clusters Score -4176827 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4177535.500000 Penalty: 5283.860352
	Iteration 11Q: 3 clusters Score -4177536 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -4178005.750000 Penalty: 5283.860352
	Iteration 12Q: 3 clusters Score -4178006 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4178276.250000 Penalty: 5283.860352
	Iteration 13Q: 3 clusters Score -4178276 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -4178456.750000 Penalty: 5283.860352
	Iteration 14Q: 3 clusters Score -4178457 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4178573.250000 Penalty: 5283.860352
	Iteration 15Q: 3 clusters Score -4178573 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4178631.500000 Penalty: 5283.860352
	Iteration 16Q: 3 clusters Score -4178632 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4178675.500000 Penalty: 5283.860352
	Iteration 17Q: 3 clusters Score -4178676 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4178717.750000 Penalty: 5283.860352
	Iteration 18Q: 3 clusters Score -4178718 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4178749.000000 Penalty: 5283.860352
	Iteration 19Q: 3 clusters Score -4178749 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4178773.750000 Penalty: 5283.860352
	Iteration 20F: 3 clusters Score -4178774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4178796.750000 Penalty: 5283.860352
	Iteration 21Q: 3 clusters Score -4178797 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4178805.750000 Penalty: 5283.860352
	Iteration 22Q: 3 clusters Score -4178806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4178820.500000 Penalty: 5283.860352
	Iteration 23Q: 3 clusters Score -4178820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4178838.000000 Penalty: 5283.860352
	Iteration 24Q: 3 clusters Score -4178838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4178849.250000 Penalty: 5283.860352
	Iteration 25Q: 3 clusters Score -4178849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4178857.000000 Penalty: 5283.860352
	Iteration 26Q: 3 clusters Score -4178857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4178868.750000 Penalty: 5283.860352
	Iteration 27Q: 3 clusters Score -4178869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4178881.000000 Penalty: 5283.860352
	Iteration 28Q: 3 clusters Score -4178881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4178891.000000 Penalty: 5283.860352
	Iteration 29Q: 3 clusters Score -4178891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4178895.250000 Penalty: 5283.860352
	Iteration 30Q: 3 clusters Score -4178895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4178897.750000 Penalty: 5283.860352
	Iteration 31Q: 3 clusters Score -4178898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4178903.250000 Penalty: 5283.860352
	Iteration 32Q: 3 clusters Score -4178903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4178901.000000 Penalty: 5283.860352
	Iteration 33Q: 3 clusters Score -4178901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4178901.750000 Penalty: 5283.860352
	Iteration 34Q: 3 clusters Score -4178902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4178912.250000 Penalty: 5283.860352
	Iteration 35Q: 3 clusters Score -4178912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4178916.750000 Penalty: 5283.860352
	Iteration 36Q: 3 clusters Score -4178917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4178919.000000 Penalty: 5283.860352
	Iteration 37Q: 3 clusters Score -4178919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4178919.000000 Penalty: 5283.860352
	Iteration 38Q: 3 clusters Score -4178919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4178922.500000 Penalty: 5283.860352
	Iteration 39Q: 3 clusters Score -4178922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4178925.750000 Penalty: 5283.860352
	Iteration 40F: 3 clusters Score -4178926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4178923.500000 Penalty: 5283.860352
	Iteration 41Q: 3 clusters Score -4178924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4178923.250000 Penalty: 5283.860352
	Iteration 42Q: 3 clusters Score -4178923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4178928.000000 Penalty: 5283.860352
	Iteration 43Q: 3 clusters Score -4178928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4178927.000000 Penalty: 5283.860352
	Iteration 44Q: 3 clusters Score -4178927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4178927.250000 Penalty: 5283.860352
	Iteration 45Q: 3 clusters Score -4178927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4178924.750000 Penalty: 5283.860352
	Iteration 46Q: 3 clusters Score -4178925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4178925.000000 Penalty: 5283.860352
	Iteration 47Q: 3 clusters Score -4178925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4178926.000000 Penalty: 5283.860352
	Iteration 48Q: 3 clusters Score -4178926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4178925.500000 Penalty: 5283.860352
	Iteration 49Q: 3 clusters Score -4178926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4178928.750000 Penalty: 5283.860352
	Iteration 50Q: 3 clusters Score -4178929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4178927.500000 Penalty: 5283.860352
	Iteration 51Q: 3 clusters Score -4178928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4178927.500000 Penalty: 5283.860352
	Iteration 52F: 3 clusters Score -4178928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Entering Unmasked Estep 
Score: -224675.515625 Penalty: 1928.684692
	Iteration 0F: 2 clusters Score -224675.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -221785.687500 Penalty: 3857.369385
	Iteration 0F: 3 clusters Score -221785.7 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -222318.921875 Penalty: 3857.369385
	Iteration 1F: 3 clusters Score -222318.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -222475.625000 Penalty: 3857.369385
	Iteration 2F: 3 clusters Score -222475.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -222581.109375 Penalty: 3857.369385
	Iteration 3F: 3 clusters Score -222581.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -222651.734375 Penalty: 3857.369385
	Iteration 4Q: 3 clusters Score -222651.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -222706.906250 Penalty: 3857.369385
	Iteration 5Q: 3 clusters Score -222706.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -222755.000000 Penalty: 3857.369385
	Iteration 6Q: 3 clusters Score -222755 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -222793.109375 Penalty: 3857.369385
	Iteration 7Q: 3 clusters Score -222793.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -222818.765625 Penalty: 3857.369385
	Iteration 8Q: 3 clusters Score -222818.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -222838.515625 Penalty: 3857.369385
	Iteration 9Q: 3 clusters Score -222838.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -222849.859375 Penalty: 3857.369385
	Iteration 10Q: 3 clusters Score -222849.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -222857.890625 Penalty: 3857.369385
	Iteration 11Q: 3 clusters Score -222857.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -222865.578125 Penalty: 3857.369385
	Iteration 12Q: 3 clusters Score -222865.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -222876.968750 Penalty: 3857.369385
	Iteration 13Q: 3 clusters Score -222877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -222888.921875 Penalty: 3857.369385
	Iteration 14Q: 3 clusters Score -222888.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -222901.703125 Penalty: 3857.369385
	Iteration 15Q: 3 clusters Score -222901.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -222908.500000 Penalty: 3857.369385
	Iteration 16Q: 3 clusters Score -222908.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -222917.625000 Penalty: 3857.369385
	Iteration 17Q: 3 clusters Score -222917.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -222927.406250 Penalty: 3857.369385
	Iteration 18Q: 3 clusters Score -222927.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -222929.765625 Penalty: 3857.369385
	Iteration 19Q: 3 clusters Score -222929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -222933.031250 Penalty: 3857.369385
	Iteration 20F: 3 clusters Score -222933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -222937.000000 Penalty: 3857.369385
	Iteration 21Q: 3 clusters Score -222937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -222943.328125 Penalty: 3857.369385
	Iteration 22Q: 3 clusters Score -222943.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -222946.703125 Penalty: 3857.369385
	Iteration 23Q: 3 clusters Score -222946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -222948.578125 Penalty: 3857.369385
	Iteration 24Q: 3 clusters Score -222948.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -222953.312500 Penalty: 3857.369385
	Iteration 25Q: 3 clusters Score -222953.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -222957.296875 Penalty: 3857.369385
	Iteration 26Q: 3 clusters Score -222957.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -222962.546875 Penalty: 3857.369385
	Iteration 27Q: 3 clusters Score -222962.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -222967.843750 Penalty: 3857.369385
	Iteration 28Q: 3 clusters Score -222967.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -222972.437500 Penalty: 3857.369385
	Iteration 29Q: 3 clusters Score -222972.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -222976.078125 Penalty: 3857.369385
	Iteration 30Q: 3 clusters Score -222976.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -222982.390625 Penalty: 3857.369385
	Iteration 31Q: 3 clusters Score -222982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -222988.406250 Penalty: 3857.369385
	Iteration 32Q: 3 clusters Score -222988.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -222997.796875 Penalty: 3857.369385
	Iteration 33Q: 3 clusters Score -222997.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -223005.984375 Penalty: 3857.369385
	Iteration 34Q: 3 clusters Score -223006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -223010.687500 Penalty: 3857.369385
	Iteration 35Q: 3 clusters Score -223010.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -223014.703125 Penalty: 3857.369385
	Iteration 36Q: 3 clusters Score -223014.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -223018.218750 Penalty: 3857.369385
	Iteration 37Q: 3 clusters Score -223018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -223021.031250 Penalty: 3857.369385
	Iteration 38Q: 3 clusters Score -223021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -223022.250000 Penalty: 3857.369385
	Iteration 39Q: 3 clusters Score -223022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -223023.593750 Penalty: 3857.369385
	Iteration 40F: 3 clusters Score -223023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -223024.093750 Penalty: 3857.369385
	Iteration 41Q: 3 clusters Score -223024.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -223026.203125 Penalty: 3857.369385
	Iteration 42Q: 3 clusters Score -223026.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -223028.359375 Penalty: 3857.369385
	Iteration 43Q: 3 clusters Score -223028.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -223028.859375 Penalty: 3857.369385
	Iteration 44Q: 3 clusters Score -223028.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -223031.890625 Penalty: 3857.369385
	Iteration 45Q: 3 clusters Score -223031.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -223033.843750 Penalty: 3857.369385
	Iteration 46Q: 3 clusters Score -223033.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -223037.734375 Penalty: 3857.369385
	Iteration 47Q: 3 clusters Score -223037.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -223038.703125 Penalty: 3857.369385
	Iteration 48Q: 3 clusters Score -223038.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -223040.265625 Penalty: 3857.369385
	Iteration 49Q: 3 clusters Score -223040.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -223040.031250 Penalty: 3857.369385
	Iteration 50Q: 3 clusters Score -223040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -223040.031250 Penalty: 3857.369385
	Iteration 51F: 3 clusters Score -223040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -324567.593750 Penalty: 2052.356445
	Iteration 0F: 2 clusters Score -324567.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -320793.906250 Penalty: 4104.712891
	Iteration 0F: 3 clusters Score -320793.9 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -321748.906250 Penalty: 4104.712891
	Iteration 1F: 3 clusters Score -321748.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -322008.406250 Penalty: 4104.712891
	Iteration 2F: 3 clusters Score -322008.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -322162.593750 Penalty: 4104.712891
	Iteration 3F: 3 clusters Score -322162.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -322290.531250 Penalty: 4104.712891
	Iteration 4Q: 3 clusters Score -322290.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -322411.125000 Penalty: 4104.712891
	Iteration 5Q: 3 clusters Score -322411.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -322544.156250 Penalty: 4104.712891
	Iteration 6Q: 3 clusters Score -322544.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -322676.812500 Penalty: 4104.712891
	Iteration 7Q: 3 clusters Score -322676.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -322852.187500 Penalty: 4104.712891
	Iteration 8Q: 3 clusters Score -322852.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -323069.437500 Penalty: 4104.712891
	Iteration 9Q: 3 clusters Score -323069.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -323231.562500 Penalty: 4104.712891
	Iteration 10Q: 3 clusters Score -323231.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -323329.500000 Penalty: 4104.712891
	Iteration 11Q: 3 clusters Score -323329.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -323393.031250 Penalty: 4104.712891
	Iteration 12Q: 3 clusters Score -323393 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -323435.656250 Penalty: 4104.712891
	Iteration 13Q: 3 clusters Score -323435.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -323458.468750 Penalty: 4104.712891
	Iteration 14Q: 3 clusters Score -323458.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -323479.718750 Penalty: 4104.712891
	Iteration 15Q: 3 clusters Score -323479.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -323496.687500 Penalty: 4104.712891
	Iteration 16Q: 3 clusters Score -323496.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -323511.000000 Penalty: 4104.712891
	Iteration 17Q: 3 clusters Score -323511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -323522.093750 Penalty: 4104.712891
	Iteration 18Q: 3 clusters Score -323522.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -323528.625000 Penalty: 4104.712891
	Iteration 19Q: 3 clusters Score -323528.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -323539.375000 Penalty: 4104.712891
	Iteration 20F: 3 clusters Score -323539.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -323554.718750 Penalty: 4104.712891
	Iteration 21Q: 3 clusters Score -323554.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -323566.000000 Penalty: 4104.712891
	Iteration 22Q: 3 clusters Score -323566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -323573.062500 Penalty: 4104.712891
	Iteration 23Q: 3 clusters Score -323573.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -323578.875000 Penalty: 4104.712891
	Iteration 24Q: 3 clusters Score -323578.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -323583.437500 Penalty: 4104.712891
	Iteration 25Q: 3 clusters Score -323583.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -323588.656250 Penalty: 4104.712891
	Iteration 26Q: 3 clusters Score -323588.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -323595.312500 Penalty: 4104.712891
	Iteration 27Q: 3 clusters Score -323595.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -323600.187500 Penalty: 4104.712891
	Iteration 28Q: 3 clusters Score -323600.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -323606.562500 Penalty: 4104.712891
	Iteration 29Q: 3 clusters Score -323606.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -323612.968750 Penalty: 4104.712891
	Iteration 30Q: 3 clusters Score -323613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -323615.875000 Penalty: 4104.712891
	Iteration 31Q: 3 clusters Score -323615.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -323617.812500 Penalty: 4104.712891
	Iteration 32Q: 3 clusters Score -323617.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -323619.093750 Penalty: 4104.712891
	Iteration 33Q: 3 clusters Score -323619.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -323619.968750 Penalty: 4104.712891
	Iteration 34Q: 3 clusters Score -323620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -323623.593750 Penalty: 4104.712891
	Iteration 35Q: 3 clusters Score -323623.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -323631.375000 Penalty: 4104.712891
	Iteration 36Q: 3 clusters Score -323631.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -323634.000000 Penalty: 4104.712891
	Iteration 37Q: 3 clusters Score -323634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -323635.500000 Penalty: 4104.712891
	Iteration 38Q: 3 clusters Score -323635.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -323638.093750 Penalty: 4104.712891
	Iteration 39Q: 3 clusters Score -323638.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -323640.031250 Penalty: 4104.712891
	Iteration 40F: 3 clusters Score -323640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -323640.156250 Penalty: 4104.712891
	Iteration 41Q: 3 clusters Score -323640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -323640.375000 Penalty: 4104.712891
	Iteration 42Q: 3 clusters Score -323640.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -323641.000000 Penalty: 4104.712891
	Iteration 43Q: 3 clusters Score -323641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -323641.687500 Penalty: 4104.712891
	Iteration 44Q: 3 clusters Score -323641.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -323642.593750 Penalty: 4104.712891
	Iteration 45Q: 3 clusters Score -323642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -323643.906250 Penalty: 4104.712891
	Iteration 46Q: 3 clusters Score -323643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -323644.125000 Penalty: 4104.712891
	Iteration 47Q: 3 clusters Score -323644.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -323645.812500 Penalty: 4104.712891
	Iteration 48Q: 3 clusters Score -323645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -323646.093750 Penalty: 4104.712891
	Iteration 49Q: 3 clusters Score -323646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -323648.312500 Penalty: 4104.712891
	Iteration 50Q: 3 clusters Score -323648.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -323651.000000 Penalty: 4104.712891
	Iteration 51Q: 3 clusters Score -323651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -323652.093750 Penalty: 4104.712891
	Iteration 52Q: 3 clusters Score -323652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -323652.093750 Penalty: 4104.712891
	Iteration 53F: 3 clusters Score -323652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Entering Unmasked Estep 
Score: -1733025.000000 Penalty: 2427.498779
	Iteration 0F: 2 clusters Score -1733025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1720366.375000 Penalty: 4854.997559
	Iteration 0F: 3 clusters Score -1720366 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1724398.375000 Penalty: 4854.997559
	Iteration 1F: 3 clusters Score -1724398 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1724774.000000 Penalty: 4854.997559
	Iteration 2F: 3 clusters Score -1724774 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1725146.750000 Penalty: 4854.997559
	Iteration 3Q: 3 clusters Score -1725147 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1725687.250000 Penalty: 4854.997559
	Iteration 4Q: 3 clusters Score -1725687 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1726497.000000 Penalty: 4854.997559
	Iteration 5F: 3 clusters Score -1726497 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1727583.125000 Penalty: 4854.997559
	Iteration 6F: 3 clusters Score -1727583 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1728873.125000 Penalty: 4854.997559
	Iteration 7F: 3 clusters Score -1728873 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1730093.750000 Penalty: 4854.997559
	Iteration 8F: 3 clusters Score -1730094 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1731078.625000 Penalty: 4854.997559
	Iteration 9F: 3 clusters Score -1731079 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1731808.375000 Penalty: 4854.997559
	Iteration 10Q: 3 clusters Score -1731808 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1732311.750000 Penalty: 4854.997559
	Iteration 11Q: 3 clusters Score -1732312 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1732615.250000 Penalty: 4854.997559
	Iteration 12Q: 3 clusters Score -1732615 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1732777.125000 Penalty: 4854.997559
	Iteration 13Q: 3 clusters Score -1732777 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1732882.250000 Penalty: 4854.997559
	Iteration 14Q: 3 clusters Score -1732882 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1732952.500000 Penalty: 4854.997559
	Iteration 15Q: 3 clusters Score -1732952 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1732993.750000 Penalty: 4854.997559
	Iteration 16Q: 3 clusters Score -1732994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1733019.500000 Penalty: 4854.997559
	Iteration 17Q: 3 clusters Score -1733020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1733038.625000 Penalty: 4854.997559
	Iteration 18Q: 3 clusters Score -1733039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1733055.125000 Penalty: 4854.997559
	Iteration 19Q: 3 clusters Score -1733055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1733059.125000 Penalty: 4854.997559
	Iteration 20F: 3 clusters Score -1733059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1733066.750000 Penalty: 4854.997559
	Iteration 21Q: 3 clusters Score -1733067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1733076.625000 Penalty: 4854.997559
	Iteration 22Q: 3 clusters Score -1733077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1733079.750000 Penalty: 4854.997559
	Iteration 23Q: 3 clusters Score -1733080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1733080.125000 Penalty: 4854.997559
	Iteration 24Q: 3 clusters Score -1733080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1733083.000000 Penalty: 4854.997559
	Iteration 25Q: 3 clusters Score -1733083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1733084.125000 Penalty: 4854.997559
	Iteration 26Q: 3 clusters Score -1733084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1733084.375000 Penalty: 4854.997559
	Iteration 27Q: 3 clusters Score -1733084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1733083.750000 Penalty: 4854.997559
	Iteration 28Q: 3 clusters Score -1733084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1733083.750000 Penalty: 4854.997559
	Iteration 29F: 3 clusters Score -1733084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5993 members 
Mstep: Class 5 contains 280832 members 
Mstep: Class 6 contains 10265 members 
Mstep: Class 7 contains 209734 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164422 members 
Mstep: Class 11 contains 24360 members 
Mstep: Class 12 contains 231003 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 25059 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 66098 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27832 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17461 members 
Mstep: Class 21 contains 42317 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 16895 members 
Mstep: Class 25 contains 70597 members 
Mstep: Class 26 contains 15302 members 
Mstep: Class 27 contains 195704 members 
Mstep: Class 28 contains 9586 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43847 members 
Mstep: Class 33 contains 9209 members 
Mstep: Class 34 contains 5063 members 
Mstep: Class 35 contains 4435 members 
Mstep: Class 36 contains 929 members 
Entering Unmasked Estep 
Score: -157148736.000000 Penalty: 127643.281250
Splitting cluster 24 changes total score from -157150672.000000 to -157148736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (70597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70597 members 
Entering Unmasked Estep 
Score: -7166405.500000 Penalty: 2768.856201
	Iteration 0F: 2 clusters Score -7166406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -7119006.000000 Penalty: 5537.712402
	Iteration 0F: 3 clusters Score -7119006 nChanged 32955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -7137706.500000 Penalty: 5537.712402
	Iteration 1F: 3 clusters Score -7137706 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -7138386.000000 Penalty: 5537.712402
	Iteration 2Q: 3 clusters Score -7138386 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -7139208.500000 Penalty: 5537.712402
	Iteration 3Q: 3 clusters Score -7139208 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -7140242.000000 Penalty: 5537.712402
	Iteration 4Q: 3 clusters Score -7140242 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -7141492.000000 Penalty: 5537.712402
	Iteration 5Q: 3 clusters Score -7141492 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -7142938.000000 Penalty: 5537.712402
	Iteration 6Q: 3 clusters Score -7142938 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -7144539.500000 Penalty: 5537.712402
	Iteration 7Q: 3 clusters Score -7144540 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -7146174.500000 Penalty: 5537.712402
	Iteration 8Q: 3 clusters Score -7146174 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -7147603.500000 Penalty: 5537.712402
	Iteration 9Q: 3 clusters Score -7147604 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -7148840.000000 Penalty: 5537.712402
	Iteration 10Q: 3 clusters Score -7148840 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -7149929.000000 Penalty: 5537.712402
	Iteration 11Q: 3 clusters Score -7149929 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -7150885.500000 Penalty: 5537.712402
	Iteration 12Q: 3 clusters Score -7150886 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -7151807.000000 Penalty: 5537.712402
	Iteration 13Q: 3 clusters Score -7151807 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -7152687.500000 Penalty: 5537.712402
	Iteration 14Q: 3 clusters Score -7152688 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -7153455.500000 Penalty: 5537.712402
	Iteration 15Q: 3 clusters Score -7153456 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -7154124.000000 Penalty: 5537.712402
	Iteration 16Q: 3 clusters Score -7154124 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -7154725.500000 Penalty: 5537.712402
	Iteration 17Q: 3 clusters Score -7154726 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -7155295.500000 Penalty: 5537.712402
	Iteration 18Q: 3 clusters Score -7155296 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
Score: -7155843.000000 Penalty: 5537.712402
	Iteration 19Q: 3 clusters Score -7155843 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -7156537.500000 Penalty: 5537.712402
	Iteration 20F: 3 clusters Score -7156538 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -7157292.000000 Penalty: 5537.712402
	Iteration 21Q: 3 clusters Score -7157292 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -7158128.500000 Penalty: 5537.712402
	Iteration 22Q: 3 clusters Score -7158128 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -7159078.500000 Penalty: 5537.712402
	Iteration 23Q: 3 clusters Score -7159078 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -7160066.000000 Penalty: 5537.712402
	Iteration 24Q: 3 clusters Score -7160066 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -7160994.500000 Penalty: 5537.712402
	Iteration 25Q: 3 clusters Score -7160994 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -7161814.500000 Penalty: 5537.712402
	Iteration 26Q: 3 clusters Score -7161814 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
Score: -7162490.500000 Penalty: 5537.712402
	Iteration 27Q: 3 clusters Score -7162490 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 67675 members 
Entering Unmasked Estep 
Score: -7162989.500000 Penalty: 5537.712402
	Iteration 28Q: 3 clusters Score -7162990 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 68264 members 
Entering Unmasked Estep 
Score: -7163327.000000 Penalty: 5537.712402
	Iteration 29Q: 3 clusters Score -7163327 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -7163535.500000 Penalty: 5537.712402
	Iteration 30Q: 3 clusters Score -7163536 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 68918 members 
Entering Unmasked Estep 
Score: -7163674.000000 Penalty: 5537.712402
	Iteration 31Q: 3 clusters Score -7163674 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -7163754.500000 Penalty: 5537.712402
	Iteration 32Q: 3 clusters Score -7163754 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -7163826.000000 Penalty: 5537.712402
	Iteration 33Q: 3 clusters Score -7163826 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -7163891.500000 Penalty: 5537.712402
	Iteration 34Q: 3 clusters Score -7163892 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 69415 members 
Entering Unmasked Estep 
Score: -7163937.000000 Penalty: 5537.712402
	Iteration 35Q: 3 clusters Score -7163937 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -7163961.500000 Penalty: 5537.712402
	Iteration 36Q: 3 clusters Score -7163962 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -7164001.000000 Penalty: 5537.712402
	Iteration 37Q: 3 clusters Score -7164001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
Score: -7164024.000000 Penalty: 5537.712402
	Iteration 38Q: 3 clusters Score -7164024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -7164055.000000 Penalty: 5537.712402
	Iteration 39Q: 3 clusters Score -7164055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -7164067.500000 Penalty: 5537.712402
	Iteration 40F: 3 clusters Score -7164068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 69703 members 
Entering Unmasked Estep 
Score: -7164080.500000 Penalty: 5537.712402
	Iteration 41Q: 3 clusters Score -7164080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -7164097.500000 Penalty: 5537.712402
	Iteration 42Q: 3 clusters Score -7164098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -7164123.000000 Penalty: 5537.712402
	Iteration 43Q: 3 clusters Score -7164123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -7164130.500000 Penalty: 5537.712402
	Iteration 44Q: 3 clusters Score -7164130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -7164145.000000 Penalty: 5537.712402
	Iteration 45Q: 3 clusters Score -7164145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 69797 members 
Entering Unmasked Estep 
Score: -7164149.000000 Penalty: 5537.712402
	Iteration 46Q: 3 clusters Score -7164149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -7164160.500000 Penalty: 5537.712402
	Iteration 47Q: 3 clusters Score -7164160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -7164161.500000 Penalty: 5537.712402
	Iteration 48Q: 3 clusters Score -7164162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -7164168.000000 Penalty: 5537.712402
	Iteration 49Q: 3 clusters Score -7164168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 69826 members 
Entering Unmasked Estep 
Score: -7164169.500000 Penalty: 5537.712402
	Iteration 50Q: 3 clusters Score -7164170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -7164171.500000 Penalty: 5537.712402
	Iteration 51Q: 3 clusters Score -7164172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 69832 members 
Entering Unmasked Estep 
Score: -7164177.500000 Penalty: 5537.712402
	Iteration 52Q: 3 clusters Score -7164178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 69832 members 
Entering Unmasked Estep 
Score: -7164177.500000 Penalty: 5537.712402
	Iteration 53F: 3 clusters Score -7164178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Entering Unmasked Estep 
Score: -1504854.250000 Penalty: 2389.663086
	Iteration 0F: 2 clusters Score -1504854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1493747.625000 Penalty: 4779.326172
	Iteration 0F: 3 clusters Score -1493748 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1497249.500000 Penalty: 4779.326172
	Iteration 1F: 3 clusters Score -1497250 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1497555.750000 Penalty: 4779.326172
	Iteration 2F: 3 clusters Score -1497556 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1497773.375000 Penalty: 4779.326172
	Iteration 3Q: 3 clusters Score -1497773 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1497980.375000 Penalty: 4779.326172
	Iteration 4Q: 3 clusters Score -1497980 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1498126.875000 Penalty: 4779.326172
	Iteration 5Q: 3 clusters Score -1498127 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1498304.875000 Penalty: 4779.326172
	Iteration 6Q: 3 clusters Score -1498305 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1498536.500000 Penalty: 4779.326172
	Iteration 7Q: 3 clusters Score -1498536 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1498834.125000 Penalty: 4779.326172
	Iteration 8Q: 3 clusters Score -1498834 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1499186.875000 Penalty: 4779.326172
	Iteration 9Q: 3 clusters Score -1499187 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1499587.875000 Penalty: 4779.326172
	Iteration 10Q: 3 clusters Score -1499588 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1500040.125000 Penalty: 4779.326172
	Iteration 11Q: 3 clusters Score -1500040 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1500550.875000 Penalty: 4779.326172
	Iteration 12Q: 3 clusters Score -1500551 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1501060.625000 Penalty: 4779.326172
	Iteration 13Q: 3 clusters Score -1501061 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1501513.875000 Penalty: 4779.326172
	Iteration 14Q: 3 clusters Score -1501514 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1501853.500000 Penalty: 4779.326172
	Iteration 15Q: 3 clusters Score -1501854 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1502108.000000 Penalty: 4779.326172
	Iteration 16Q: 3 clusters Score -1502108 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1502295.250000 Penalty: 4779.326172
	Iteration 17Q: 3 clusters Score -1502295 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1502395.750000 Penalty: 4779.326172
	Iteration 18Q: 3 clusters Score -1502396 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1502455.625000 Penalty: 4779.326172
	Iteration 19Q: 3 clusters Score -1502456 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1502505.375000 Penalty: 4779.326172
	Iteration 20F: 3 clusters Score -1502505 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1502544.625000 Penalty: 4779.326172
	Iteration 21Q: 3 clusters Score -1502545 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1502584.125000 Penalty: 4779.326172
	Iteration 22Q: 3 clusters Score -1502584 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1502621.125000 Penalty: 4779.326172
	Iteration 23Q: 3 clusters Score -1502621 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1502655.375000 Penalty: 4779.326172
	Iteration 24Q: 3 clusters Score -1502655 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1502674.875000 Penalty: 4779.326172
	Iteration 25Q: 3 clusters Score -1502675 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1502693.625000 Penalty: 4779.326172
	Iteration 26Q: 3 clusters Score -1502694 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1502719.375000 Penalty: 4779.326172
	Iteration 27Q: 3 clusters Score -1502719 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1502741.500000 Penalty: 4779.326172
	Iteration 28Q: 3 clusters Score -1502742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1502759.750000 Penalty: 4779.326172
	Iteration 29Q: 3 clusters Score -1502760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1502780.000000 Penalty: 4779.326172
	Iteration 30Q: 3 clusters Score -1502780 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1502807.250000 Penalty: 4779.326172
	Iteration 31Q: 3 clusters Score -1502807 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1502824.875000 Penalty: 4779.326172
	Iteration 32Q: 3 clusters Score -1502825 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1502843.125000 Penalty: 4779.326172
	Iteration 33Q: 3 clusters Score -1502843 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1502850.500000 Penalty: 4779.326172
	Iteration 34Q: 3 clusters Score -1502850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1502861.500000 Penalty: 4779.326172
	Iteration 35Q: 3 clusters Score -1502862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1502868.500000 Penalty: 4779.326172
	Iteration 36Q: 3 clusters Score -1502868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1502877.000000 Penalty: 4779.326172
	Iteration 37Q: 3 clusters Score -1502877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1502884.000000 Penalty: 4779.326172
	Iteration 38Q: 3 clusters Score -1502884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1502891.875000 Penalty: 4779.326172
	Iteration 39Q: 3 clusters Score -1502892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1502904.875000 Penalty: 4779.326172
	Iteration 40F: 3 clusters Score -1502905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1502915.625000 Penalty: 4779.326172
	Iteration 41Q: 3 clusters Score -1502916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1502918.875000 Penalty: 4779.326172
	Iteration 42Q: 3 clusters Score -1502919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1502927.000000 Penalty: 4779.326172
	Iteration 43Q: 3 clusters Score -1502927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1502926.750000 Penalty: 4779.326172
	Iteration 44Q: 3 clusters Score -1502927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1502939.625000 Penalty: 4779.326172
	Iteration 45Q: 3 clusters Score -1502940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1502938.750000 Penalty: 4779.326172
	Iteration 46Q: 3 clusters Score -1502939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1502946.125000 Penalty: 4779.326172
	Iteration 47Q: 3 clusters Score -1502946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1502946.375000 Penalty: 4779.326172
	Iteration 48Q: 3 clusters Score -1502946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1502955.250000 Penalty: 4779.326172
	Iteration 49Q: 3 clusters Score -1502955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1502957.375000 Penalty: 4779.326172
	Iteration 50Q: 3 clusters Score -1502957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1502963.250000 Penalty: 4779.326172
	Iteration 51Q: 3 clusters Score -1502963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1502963.500000 Penalty: 4779.326172
	Iteration 52Q: 3 clusters Score -1502964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1502970.875000 Penalty: 4779.326172
	Iteration 53Q: 3 clusters Score -1502971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1502972.625000 Penalty: 4779.326172
	Iteration 54Q: 3 clusters Score -1502973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1502975.875000 Penalty: 4779.326172
	Iteration 55Q: 3 clusters Score -1502976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1502980.875000 Penalty: 4779.326172
	Iteration 56Q: 3 clusters Score -1502981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1502982.125000 Penalty: 4779.326172
	Iteration 57Q: 3 clusters Score -1502982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1502986.875000 Penalty: 4779.326172
	Iteration 58Q: 3 clusters Score -1502987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1502985.500000 Penalty: 4779.326172
	Iteration 59Q: 3 clusters Score -1502986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1502985.500000 Penalty: 4779.326172
	Iteration 60F: 3 clusters Score -1502986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1502985.125000 Penalty: 4779.326172
	Iteration 61Q: 3 clusters Score -1502985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1502989.750000 Penalty: 4779.326172
	Iteration 62Q: 3 clusters Score -1502990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1502989.125000 Penalty: 4779.326172
	Iteration 63Q: 3 clusters Score -1502989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1502990.750000 Penalty: 4779.326172
	Iteration 64Q: 3 clusters Score -1502991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1502988.875000 Penalty: 4779.326172
	Iteration 65Q: 3 clusters Score -1502989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1502988.875000 Penalty: 4779.326172
	Iteration 66F: 3 clusters Score -1502989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (195704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195704 members 
Entering Unmasked Estep 
Score: -19642208.000000 Penalty: 3021.720947
	Iteration 0F: 2 clusters Score -1.964221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 98317 members 
Entering Unmasked Estep 
Score: -19511460.000000 Penalty: 6043.441895
	Iteration 0F: 3 clusters Score -1.951146e+07 nChanged 93939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90344 members 
Mstep: Class 2 contains 105360 members 
Entering Unmasked Estep 
Score: -19566666.000000 Penalty: 6043.441895
	Iteration 1F: 3 clusters Score -1.956667e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 109941 members 
Entering Unmasked Estep 
Score: -19568388.000000 Penalty: 6043.441895
	Iteration 2Q: 3 clusters Score -1.956839e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 116999 members 
Entering Unmasked Estep 
Score: -19571220.000000 Penalty: 6043.441895
	Iteration 3Q: 3 clusters Score -1.957122e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 127904 members 
Entering Unmasked Estep 
Score: -19577062.000000 Penalty: 6043.441895
	Iteration 4F: 3 clusters Score -1.957706e+07 nChanged 15552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 143392 members 
Entering Unmasked Estep 
Score: -19588560.000000 Penalty: 6043.441895
	Iteration 5F: 3 clusters Score -1.958856e+07 nChanged 18885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 162255 members 
Entering Unmasked Estep 
Score: -19605984.000000 Penalty: 6043.441895
	Iteration 6F: 3 clusters Score -1.960598e+07 nChanged 17405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 179658 members 
Entering Unmasked Estep 
Score: -19623788.000000 Penalty: 6043.441895
	Iteration 7F: 3 clusters Score -1.962379e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 190220 members 
Entering Unmasked Estep 
Score: -19634272.000000 Penalty: 6043.441895
	Iteration 8F: 3 clusters Score -1.963427e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 194210 members 
Entering Unmasked Estep 
Score: -19638060.000000 Penalty: 6043.441895
	Iteration 9Q: 3 clusters Score -1.963806e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 195234 members 
Entering Unmasked Estep 
Score: -19639082.000000 Penalty: 6043.441895
	Iteration 10Q: 3 clusters Score -1.963908e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 195439 members 
Entering Unmasked Estep 
Score: -19639286.000000 Penalty: 6043.441895
	Iteration 11Q: 3 clusters Score -1.963929e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 195491 members 
Entering Unmasked Estep 
Score: -19639422.000000 Penalty: 6043.441895
	Iteration 12Q: 3 clusters Score -1.963942e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 195505 members 
Entering Unmasked Estep 
Score: -19639440.000000 Penalty: 6043.441895
	Iteration 13Q: 3 clusters Score -1.963944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 195510 members 
Entering Unmasked Estep 
Score: -19639460.000000 Penalty: 6043.441895
	Iteration 14Q: 3 clusters Score -1.963946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 195513 members 
Entering Unmasked Estep 
Score: -19639484.000000 Penalty: 6043.441895
	Iteration 15Q: 3 clusters Score -1.963948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 195513 members 
Entering Unmasked Estep 
Score: -19639484.000000 Penalty: 6043.441895
	Iteration 16Q: 3 clusters Score -1.963948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 195513 members 
Entering Unmasked Estep 
Score: -19639484.000000 Penalty: 6043.441895
	Iteration 17F: 3 clusters Score -1.963948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Entering Unmasked Estep 
Score: -953047.312500 Penalty: 2273.678711
	Iteration 0F: 2 clusters Score -953047.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -945601.750000 Penalty: 4547.357422
	Iteration 0F: 3 clusters Score -945601.8 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -947718.812500 Penalty: 4547.357422
	Iteration 1F: 3 clusters Score -947718.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -948046.625000 Penalty: 4547.357422
	Iteration 2F: 3 clusters Score -948046.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -948474.750000 Penalty: 4547.357422
	Iteration 3F: 3 clusters Score -948474.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -948949.687500 Penalty: 4547.357422
	Iteration 4F: 3 clusters Score -948949.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -949472.312500 Penalty: 4547.357422
	Iteration 5F: 3 clusters Score -949472.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -950032.250000 Penalty: 4547.357422
	Iteration 6F: 3 clusters Score -950032.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -950542.812500 Penalty: 4547.357422
	Iteration 7F: 3 clusters Score -950542.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -950934.250000 Penalty: 4547.357422
	Iteration 8Q: 3 clusters Score -950934.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -951221.687500 Penalty: 4547.357422
	Iteration 9Q: 3 clusters Score -951221.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -951462.875000 Penalty: 4547.357422
	Iteration 10Q: 3 clusters Score -951462.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -951660.312500 Penalty: 4547.357422
	Iteration 11Q: 3 clusters Score -951660.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -951825.187500 Penalty: 4547.357422
	Iteration 12Q: 3 clusters Score -951825.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -951913.312500 Penalty: 4547.357422
	Iteration 13Q: 3 clusters Score -951913.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -951960.437500 Penalty: 4547.357422
	Iteration 14Q: 3 clusters Score -951960.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -951982.000000 Penalty: 4547.357422
	Iteration 15Q: 3 clusters Score -951982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -952011.125000 Penalty: 4547.357422
	Iteration 16Q: 3 clusters Score -952011.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -952025.750000 Penalty: 4547.357422
	Iteration 17Q: 3 clusters Score -952025.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -952042.500000 Penalty: 4547.357422
	Iteration 18Q: 3 clusters Score -952042.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -952048.937500 Penalty: 4547.357422
	Iteration 19Q: 3 clusters Score -952048.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -952051.937500 Penalty: 4547.357422
	Iteration 20F: 3 clusters Score -952051.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -952054.062500 Penalty: 4547.357422
	Iteration 21Q: 3 clusters Score -952054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -952055.875000 Penalty: 4547.357422
	Iteration 22Q: 3 clusters Score -952055.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -952057.562500 Penalty: 4547.357422
	Iteration 23Q: 3 clusters Score -952057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -952059.375000 Penalty: 4547.357422
	Iteration 24Q: 3 clusters Score -952059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -952057.937500 Penalty: 4547.357422
	Iteration 25Q: 3 clusters Score -952057.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -952057.937500 Penalty: 4547.357422
	Iteration 26F: 3 clusters Score -952057.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Entering Unmasked Estep 
Score: -1183583.750000 Penalty: 2333.804443
	Iteration 0F: 2 clusters Score -1183584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1174489.250000 Penalty: 4667.608887
	Iteration 0F: 3 clusters Score -1174489 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1177283.250000 Penalty: 4667.608887
	Iteration 1F: 3 clusters Score -1177283 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1177847.250000 Penalty: 4667.608887
	Iteration 2F: 3 clusters Score -1177847 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1178371.500000 Penalty: 4667.608887
	Iteration 3F: 3 clusters Score -1178372 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1178925.125000 Penalty: 4667.608887
	Iteration 4F: 3 clusters Score -1178925 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1179508.875000 Penalty: 4667.608887
	Iteration 5F: 3 clusters Score -1179509 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1180067.375000 Penalty: 4667.608887
	Iteration 6F: 3 clusters Score -1180067 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1180541.875000 Penalty: 4667.608887
	Iteration 7F: 3 clusters Score -1180542 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1180938.125000 Penalty: 4667.608887
	Iteration 8F: 3 clusters Score -1180938 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1181229.875000 Penalty: 4667.608887
	Iteration 9Q: 3 clusters Score -1181230 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1181412.875000 Penalty: 4667.608887
	Iteration 10Q: 3 clusters Score -1181413 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1181543.000000 Penalty: 4667.608887
	Iteration 11Q: 3 clusters Score -1181543 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1181638.625000 Penalty: 4667.608887
	Iteration 12Q: 3 clusters Score -1181639 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1181711.250000 Penalty: 4667.608887
	Iteration 13Q: 3 clusters Score -1181711 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1181777.000000 Penalty: 4667.608887
	Iteration 14Q: 3 clusters Score -1181777 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1181831.500000 Penalty: 4667.608887
	Iteration 15Q: 3 clusters Score -1181832 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1181887.375000 Penalty: 4667.608887
	Iteration 16Q: 3 clusters Score -1181887 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1181939.375000 Penalty: 4667.608887
	Iteration 17Q: 3 clusters Score -1181939 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1181981.875000 Penalty: 4667.608887
	Iteration 18Q: 3 clusters Score -1181982 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1182024.625000 Penalty: 4667.608887
	Iteration 19Q: 3 clusters Score -1182025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1182051.000000 Penalty: 4667.608887
	Iteration 20F: 3 clusters Score -1182051 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1182084.250000 Penalty: 4667.608887
	Iteration 21Q: 3 clusters Score -1182084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1182115.500000 Penalty: 4667.608887
	Iteration 22Q: 3 clusters Score -1182116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1182146.500000 Penalty: 4667.608887
	Iteration 23Q: 3 clusters Score -1182146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1182177.125000 Penalty: 4667.608887
	Iteration 24Q: 3 clusters Score -1182177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1182211.000000 Penalty: 4667.608887
	Iteration 25Q: 3 clusters Score -1182211 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1182263.125000 Penalty: 4667.608887
	Iteration 26Q: 3 clusters Score -1182263 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1182314.875000 Penalty: 4667.608887
	Iteration 27Q: 3 clusters Score -1182315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1182358.875000 Penalty: 4667.608887
	Iteration 28Q: 3 clusters Score -1182359 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1182388.000000 Penalty: 4667.608887
	Iteration 29Q: 3 clusters Score -1182388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1182410.750000 Penalty: 4667.608887
	Iteration 30Q: 3 clusters Score -1182411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1182441.000000 Penalty: 4667.608887
	Iteration 31Q: 3 clusters Score -1182441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1182461.000000 Penalty: 4667.608887
	Iteration 32Q: 3 clusters Score -1182461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1182480.875000 Penalty: 4667.608887
	Iteration 33Q: 3 clusters Score -1182481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1182506.250000 Penalty: 4667.608887
	Iteration 34Q: 3 clusters Score -1182506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1182529.875000 Penalty: 4667.608887
	Iteration 35Q: 3 clusters Score -1182530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1182551.625000 Penalty: 4667.608887
	Iteration 36Q: 3 clusters Score -1182552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1182571.375000 Penalty: 4667.608887
	Iteration 37Q: 3 clusters Score -1182571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1182587.500000 Penalty: 4667.608887
	Iteration 38Q: 3 clusters Score -1182588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1182608.750000 Penalty: 4667.608887
	Iteration 39Q: 3 clusters Score -1182609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1182617.875000 Penalty: 4667.608887
	Iteration 40F: 3 clusters Score -1182618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1182628.625000 Penalty: 4667.608887
	Iteration 41Q: 3 clusters Score -1182629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1182637.250000 Penalty: 4667.608887
	Iteration 42Q: 3 clusters Score -1182637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1182643.250000 Penalty: 4667.608887
	Iteration 43Q: 3 clusters Score -1182643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1182645.750000 Penalty: 4667.608887
	Iteration 44Q: 3 clusters Score -1182646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1182649.250000 Penalty: 4667.608887
	Iteration 45Q: 3 clusters Score -1182649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1182650.125000 Penalty: 4667.608887
	Iteration 46Q: 3 clusters Score -1182650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1182650.125000 Penalty: 4667.608887
	Iteration 47F: 3 clusters Score -1182650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Entering Unmasked Estep 
Score: -1565216.500000 Penalty: 2402.486084
	Iteration 0F: 2 clusters Score -1565216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1553562.500000 Penalty: 4804.972168
	Iteration 0F: 3 clusters Score -1553562 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1557357.250000 Penalty: 4804.972168
	Iteration 1F: 3 clusters Score -1557357 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1557755.375000 Penalty: 4804.972168
	Iteration 2F: 3 clusters Score -1557755 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1558129.625000 Penalty: 4804.972168
	Iteration 3F: 3 clusters Score -1558130 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1558494.625000 Penalty: 4804.972168
	Iteration 4Q: 3 clusters Score -1558495 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1558864.125000 Penalty: 4804.972168
	Iteration 5Q: 3 clusters Score -1558864 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1559210.000000 Penalty: 4804.972168
	Iteration 6Q: 3 clusters Score -1559210 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1559525.375000 Penalty: 4804.972168
	Iteration 7Q: 3 clusters Score -1559525 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1559852.000000 Penalty: 4804.972168
	Iteration 8Q: 3 clusters Score -1559852 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1560169.125000 Penalty: 4804.972168
	Iteration 9Q: 3 clusters Score -1560169 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1560502.875000 Penalty: 4804.972168
	Iteration 10Q: 3 clusters Score -1560503 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1560824.125000 Penalty: 4804.972168
	Iteration 11Q: 3 clusters Score -1560824 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1561176.375000 Penalty: 4804.972168
	Iteration 12Q: 3 clusters Score -1561176 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1561538.750000 Penalty: 4804.972168
	Iteration 13Q: 3 clusters Score -1561539 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1561844.750000 Penalty: 4804.972168
	Iteration 14Q: 3 clusters Score -1561845 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1562080.625000 Penalty: 4804.972168
	Iteration 15Q: 3 clusters Score -1562081 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1562268.625000 Penalty: 4804.972168
	Iteration 16Q: 3 clusters Score -1562269 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1562416.000000 Penalty: 4804.972168
	Iteration 17Q: 3 clusters Score -1562416 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1562518.875000 Penalty: 4804.972168
	Iteration 18Q: 3 clusters Score -1562519 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1562602.125000 Penalty: 4804.972168
	Iteration 19Q: 3 clusters Score -1562602 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1562672.375000 Penalty: 4804.972168
	Iteration 20F: 3 clusters Score -1562672 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1562740.000000 Penalty: 4804.972168
	Iteration 21Q: 3 clusters Score -1562740 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1562795.250000 Penalty: 4804.972168
	Iteration 22Q: 3 clusters Score -1562795 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1562839.250000 Penalty: 4804.972168
	Iteration 23Q: 3 clusters Score -1562839 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1562880.750000 Penalty: 4804.972168
	Iteration 24Q: 3 clusters Score -1562881 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1562917.500000 Penalty: 4804.972168
	Iteration 25Q: 3 clusters Score -1562918 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1562948.625000 Penalty: 4804.972168
	Iteration 26Q: 3 clusters Score -1562949 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1562976.000000 Penalty: 4804.972168
	Iteration 27Q: 3 clusters Score -1562976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1562995.500000 Penalty: 4804.972168
	Iteration 28Q: 3 clusters Score -1562996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1563014.375000 Penalty: 4804.972168
	Iteration 29Q: 3 clusters Score -1563014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1563031.250000 Penalty: 4804.972168
	Iteration 30Q: 3 clusters Score -1563031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1563045.500000 Penalty: 4804.972168
	Iteration 31Q: 3 clusters Score -1563046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1563060.125000 Penalty: 4804.972168
	Iteration 32Q: 3 clusters Score -1563060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1563068.875000 Penalty: 4804.972168
	Iteration 33Q: 3 clusters Score -1563069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1563075.875000 Penalty: 4804.972168
	Iteration 34Q: 3 clusters Score -1563076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1563092.625000 Penalty: 4804.972168
	Iteration 35Q: 3 clusters Score -1563093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1563099.000000 Penalty: 4804.972168
	Iteration 36Q: 3 clusters Score -1563099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1563107.625000 Penalty: 4804.972168
	Iteration 37Q: 3 clusters Score -1563108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1563114.125000 Penalty: 4804.972168
	Iteration 38Q: 3 clusters Score -1563114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1563120.500000 Penalty: 4804.972168
	Iteration 39Q: 3 clusters Score -1563120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1563119.750000 Penalty: 4804.972168
	Iteration 40F: 3 clusters Score -1563120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1563125.375000 Penalty: 4804.972168
	Iteration 41Q: 3 clusters Score -1563125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1563128.625000 Penalty: 4804.972168
	Iteration 42Q: 3 clusters Score -1563129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1563131.875000 Penalty: 4804.972168
	Iteration 43Q: 3 clusters Score -1563132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1563140.125000 Penalty: 4804.972168
	Iteration 44Q: 3 clusters Score -1563140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1563144.125000 Penalty: 4804.972168
	Iteration 45Q: 3 clusters Score -1563144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1563146.000000 Penalty: 4804.972168
	Iteration 46Q: 3 clusters Score -1563146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1563151.625000 Penalty: 4804.972168
	Iteration 47Q: 3 clusters Score -1563152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1563152.625000 Penalty: 4804.972168
	Iteration 48Q: 3 clusters Score -1563153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1563156.250000 Penalty: 4804.972168
	Iteration 49Q: 3 clusters Score -1563156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1563161.500000 Penalty: 4804.972168
	Iteration 50Q: 3 clusters Score -1563162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1563165.750000 Penalty: 4804.972168
	Iteration 51Q: 3 clusters Score -1563166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1563163.375000 Penalty: 4804.972168
	Iteration 52Q: 3 clusters Score -1563163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1563166.125000 Penalty: 4804.972168
	Iteration 53Q: 3 clusters Score -1563166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1563167.125000 Penalty: 4804.972168
	Iteration 54Q: 3 clusters Score -1563167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1563167.125000 Penalty: 4804.972168
	Iteration 55F: 3 clusters Score -1563167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -413958.937500 Penalty: 2077.156006
	Iteration 0F: 2 clusters Score -413958.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -409903.562500 Penalty: 4154.312012
	Iteration 0F: 3 clusters Score -409903.6 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -410907.000000 Penalty: 4154.312012
	Iteration 1F: 3 clusters Score -410907 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -411098.781250 Penalty: 4154.312012
	Iteration 2F: 3 clusters Score -411098.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -411231.875000 Penalty: 4154.312012
	Iteration 3Q: 3 clusters Score -411231.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -411344.218750 Penalty: 4154.312012
	Iteration 4Q: 3 clusters Score -411344.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -411441.781250 Penalty: 4154.312012
	Iteration 5Q: 3 clusters Score -411441.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -411535.437500 Penalty: 4154.312012
	Iteration 6Q: 3 clusters Score -411535.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -411613.187500 Penalty: 4154.312012
	Iteration 7Q: 3 clusters Score -411613.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -411682.562500 Penalty: 4154.312012
	Iteration 8Q: 3 clusters Score -411682.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -411749.031250 Penalty: 4154.312012
	Iteration 9Q: 3 clusters Score -411749 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -411829.218750 Penalty: 4154.312012
	Iteration 10Q: 3 clusters Score -411829.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -411904.281250 Penalty: 4154.312012
	Iteration 11Q: 3 clusters Score -411904.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -411987.906250 Penalty: 4154.312012
	Iteration 12Q: 3 clusters Score -411987.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -412106.531250 Penalty: 4154.312012
	Iteration 13Q: 3 clusters Score -412106.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -412214.750000 Penalty: 4154.312012
	Iteration 14Q: 3 clusters Score -412214.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -412354.218750 Penalty: 4154.312012
	Iteration 15Q: 3 clusters Score -412354.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -412521.437500 Penalty: 4154.312012
	Iteration 16Q: 3 clusters Score -412521.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -412653.437500 Penalty: 4154.312012
	Iteration 17Q: 3 clusters Score -412653.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -412770.593750 Penalty: 4154.312012
	Iteration 18Q: 3 clusters Score -412770.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -412881.000000 Penalty: 4154.312012
	Iteration 19Q: 3 clusters Score -412881 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -412934.000000 Penalty: 4154.312012
	Iteration 20F: 3 clusters Score -412934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -412962.031250 Penalty: 4154.312012
	Iteration 21Q: 3 clusters Score -412962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -412975.343750 Penalty: 4154.312012
	Iteration 22Q: 3 clusters Score -412975.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -412986.968750 Penalty: 4154.312012
	Iteration 23Q: 3 clusters Score -412987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -412996.718750 Penalty: 4154.312012
	Iteration 24Q: 3 clusters Score -412996.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -413003.906250 Penalty: 4154.312012
	Iteration 25Q: 3 clusters Score -413003.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -413009.250000 Penalty: 4154.312012
	Iteration 26Q: 3 clusters Score -413009.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -413013.812500 Penalty: 4154.312012
	Iteration 27Q: 3 clusters Score -413013.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -413015.812500 Penalty: 4154.312012
	Iteration 28Q: 3 clusters Score -413015.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -413019.531250 Penalty: 4154.312012
	Iteration 29Q: 3 clusters Score -413019.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -413023.531250 Penalty: 4154.312012
	Iteration 30Q: 3 clusters Score -413023.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -413027.718750 Penalty: 4154.312012
	Iteration 31Q: 3 clusters Score -413027.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -413027.468750 Penalty: 4154.312012
	Iteration 32Q: 3 clusters Score -413027.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -413028.000000 Penalty: 4154.312012
	Iteration 33Q: 3 clusters Score -413028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -413028.593750 Penalty: 4154.312012
	Iteration 34Q: 3 clusters Score -413028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -413029.187500 Penalty: 4154.312012
	Iteration 35Q: 3 clusters Score -413029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -413029.187500 Penalty: 4154.312012
	Iteration 36F: 3 clusters Score -413029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Entering Unmasked Estep 
Score: -4443405.500000 Penalty: 2650.738281
	Iteration 0F: 2 clusters Score -4443406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4413792.000000 Penalty: 5301.476562
	Iteration 0F: 3 clusters Score -4413792 nChanged 20137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -4424765.500000 Penalty: 5301.476562
	Iteration 1F: 3 clusters Score -4424766 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -4425225.000000 Penalty: 5301.476562
	Iteration 2Q: 3 clusters Score -4425225 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -4425639.500000 Penalty: 5301.476562
	Iteration 3Q: 3 clusters Score -4425640 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -4425958.500000 Penalty: 5301.476562
	Iteration 4Q: 3 clusters Score -4425958 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -4426331.000000 Penalty: 5301.476562
	Iteration 5Q: 3 clusters Score -4426331 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -4426721.500000 Penalty: 5301.476562
	Iteration 6Q: 3 clusters Score -4426722 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -4427143.000000 Penalty: 5301.476562
	Iteration 7Q: 3 clusters Score -4427143 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -4427663.000000 Penalty: 5301.476562
	Iteration 8Q: 3 clusters Score -4427663 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4428464.000000 Penalty: 5301.476562
	Iteration 9Q: 3 clusters Score -4428464 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -4429550.500000 Penalty: 5301.476562
	Iteration 10Q: 3 clusters Score -4429550 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4431117.000000 Penalty: 5301.476562
	Iteration 11F: 3 clusters Score -4431117 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -4432902.500000 Penalty: 5301.476562
	Iteration 12F: 3 clusters Score -4432902 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -4434527.000000 Penalty: 5301.476562
	Iteration 13F: 3 clusters Score -4434527 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -4435714.000000 Penalty: 5301.476562
	Iteration 14Q: 3 clusters Score -4435714 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -4436458.500000 Penalty: 5301.476562
	Iteration 15Q: 3 clusters Score -4436458 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -4436936.000000 Penalty: 5301.476562
	Iteration 16Q: 3 clusters Score -4436936 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -4437352.000000 Penalty: 5301.476562
	Iteration 17Q: 3 clusters Score -4437352 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -4437727.000000 Penalty: 5301.476562
	Iteration 18Q: 3 clusters Score -4437727 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -4438059.500000 Penalty: 5301.476562
	Iteration 19Q: 3 clusters Score -4438060 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4438373.000000 Penalty: 5301.476562
	Iteration 20F: 3 clusters Score -4438373 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -4438636.500000 Penalty: 5301.476562
	Iteration 21Q: 3 clusters Score -4438636 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -4438892.000000 Penalty: 5301.476562
	Iteration 22Q: 3 clusters Score -4438892 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -4439135.500000 Penalty: 5301.476562
	Iteration 23Q: 3 clusters Score -4439136 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -4439411.500000 Penalty: 5301.476562
	Iteration 24Q: 3 clusters Score -4439412 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -4439616.500000 Penalty: 5301.476562
	Iteration 25Q: 3 clusters Score -4439616 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -4439788.500000 Penalty: 5301.476562
	Iteration 26Q: 3 clusters Score -4439788 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -4439943.500000 Penalty: 5301.476562
	Iteration 27Q: 3 clusters Score -4439944 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -4440079.000000 Penalty: 5301.476562
	Iteration 28Q: 3 clusters Score -4440079 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -4440222.500000 Penalty: 5301.476562
	Iteration 29Q: 3 clusters Score -4440222 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -4440363.500000 Penalty: 5301.476562
	Iteration 30Q: 3 clusters Score -4440364 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -4440457.500000 Penalty: 5301.476562
	Iteration 31Q: 3 clusters Score -4440458 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -4440539.500000 Penalty: 5301.476562
	Iteration 32Q: 3 clusters Score -4440540 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -4440604.000000 Penalty: 5301.476562
	Iteration 33Q: 3 clusters Score -4440604 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -4440651.500000 Penalty: 5301.476562
	Iteration 34Q: 3 clusters Score -4440652 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -4440705.000000 Penalty: 5301.476562
	Iteration 35Q: 3 clusters Score -4440705 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -4440741.000000 Penalty: 5301.476562
	Iteration 36Q: 3 clusters Score -4440741 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -4440791.000000 Penalty: 5301.476562
	Iteration 37Q: 3 clusters Score -4440791 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -4440836.000000 Penalty: 5301.476562
	Iteration 38Q: 3 clusters Score -4440836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -4440868.500000 Penalty: 5301.476562
	Iteration 39Q: 3 clusters Score -4440868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -4440900.000000 Penalty: 5301.476562
	Iteration 40F: 3 clusters Score -4440900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -4440936.000000 Penalty: 5301.476562
	Iteration 41Q: 3 clusters Score -4440936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -4440952.500000 Penalty: 5301.476562
	Iteration 42Q: 3 clusters Score -4440952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -4440986.500000 Penalty: 5301.476562
	Iteration 43Q: 3 clusters Score -4440986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -4441011.000000 Penalty: 5301.476562
	Iteration 44Q: 3 clusters Score -4441011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -4441024.000000 Penalty: 5301.476562
	Iteration 45Q: 3 clusters Score -4441024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -4441043.500000 Penalty: 5301.476562
	Iteration 46Q: 3 clusters Score -4441044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -4441062.500000 Penalty: 5301.476562
	Iteration 47Q: 3 clusters Score -4441062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -4441073.000000 Penalty: 5301.476562
	Iteration 48Q: 3 clusters Score -4441073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -4441088.000000 Penalty: 5301.476562
	Iteration 49Q: 3 clusters Score -4441088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -4441093.500000 Penalty: 5301.476562
	Iteration 50Q: 3 clusters Score -4441094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -4441102.000000 Penalty: 5301.476562
	Iteration 51Q: 3 clusters Score -4441102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -4441113.500000 Penalty: 5301.476562
	Iteration 52Q: 3 clusters Score -4441114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -4441117.000000 Penalty: 5301.476562
	Iteration 53Q: 3 clusters Score -4441117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -4441117.000000 Penalty: 5301.476562
	Iteration 54Q: 3 clusters Score -4441117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -4441124.000000 Penalty: 5301.476562
	Iteration 55Q: 3 clusters Score -4441124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -4441122.500000 Penalty: 5301.476562
	Iteration 56Q: 3 clusters Score -4441122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -4441126.000000 Penalty: 5301.476562
	Iteration 57Q: 3 clusters Score -4441126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -4441124.500000 Penalty: 5301.476562
	Iteration 58Q: 3 clusters Score -4441124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -4441130.000000 Penalty: 5301.476562
	Iteration 59Q: 3 clusters Score -4441130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -4441130.000000 Penalty: 5301.476562
	Iteration 60F: 3 clusters Score -4441130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -4441132.500000 Penalty: 5301.476562
	Iteration 61Q: 3 clusters Score -4441132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -4441138.000000 Penalty: 5301.476562
	Iteration 62Q: 3 clusters Score -4441138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -4441137.000000 Penalty: 5301.476562
	Iteration 63Q: 3 clusters Score -4441137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -4441141.500000 Penalty: 5301.476562
	Iteration 64Q: 3 clusters Score -4441142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -4441142.500000 Penalty: 5301.476562
	Iteration 65Q: 3 clusters Score -4441142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -4441144.500000 Penalty: 5301.476562
	Iteration 66Q: 3 clusters Score -4441144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -4441144.000000 Penalty: 5301.476562
	Iteration 67Q: 3 clusters Score -4441144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -4441144.500000 Penalty: 5301.476562
	Iteration 68Q: 3 clusters Score -4441144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -4441150.500000 Penalty: 5301.476562
	Iteration 69Q: 3 clusters Score -4441150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -4441152.000000 Penalty: 5301.476562
	Iteration 70Q: 3 clusters Score -4441152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -4441152.500000 Penalty: 5301.476562
	Iteration 71Q: 3 clusters Score -4441152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -4441154.000000 Penalty: 5301.476562
	Iteration 72Q: 3 clusters Score -4441154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -4441152.500000 Penalty: 5301.476562
	Iteration 73Q: 3 clusters Score -4441152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -4441152.500000 Penalty: 5301.476562
	Iteration 74F: 3 clusters Score -4441152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Entering Unmasked Estep 
Score: -909889.875000 Penalty: 2263.728271
	Iteration 0F: 2 clusters Score -909889.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -902645.562500 Penalty: 4527.456543
	Iteration 0F: 3 clusters Score -902645.6 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -904774.500000 Penalty: 4527.456543
	Iteration 1F: 3 clusters Score -904774.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -905080.562500 Penalty: 4527.456543
	Iteration 2F: 3 clusters Score -905080.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -905295.375000 Penalty: 4527.456543
	Iteration 3Q: 3 clusters Score -905295.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -905488.937500 Penalty: 4527.456543
	Iteration 4Q: 3 clusters Score -905488.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -905651.562500 Penalty: 4527.456543
	Iteration 5Q: 3 clusters Score -905651.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -905782.187500 Penalty: 4527.456543
	Iteration 6Q: 3 clusters Score -905782.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -905915.937500 Penalty: 4527.456543
	Iteration 7Q: 3 clusters Score -905915.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -906070.812500 Penalty: 4527.456543
	Iteration 8Q: 3 clusters Score -906070.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -906197.437500 Penalty: 4527.456543
	Iteration 9Q: 3 clusters Score -906197.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -906306.187500 Penalty: 4527.456543
	Iteration 10Q: 3 clusters Score -906306.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -906409.375000 Penalty: 4527.456543
	Iteration 11Q: 3 clusters Score -906409.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -906488.937500 Penalty: 4527.456543
	Iteration 12Q: 3 clusters Score -906488.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -906565.000000 Penalty: 4527.456543
	Iteration 13Q: 3 clusters Score -906565 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -906631.687500 Penalty: 4527.456543
	Iteration 14Q: 3 clusters Score -906631.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -906691.375000 Penalty: 4527.456543
	Iteration 15Q: 3 clusters Score -906691.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -906753.937500 Penalty: 4527.456543
	Iteration 16Q: 3 clusters Score -906753.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -906806.125000 Penalty: 4527.456543
	Iteration 17Q: 3 clusters Score -906806.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -906854.625000 Penalty: 4527.456543
	Iteration 18Q: 3 clusters Score -906854.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -906898.937500 Penalty: 4527.456543
	Iteration 19Q: 3 clusters Score -906898.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -906947.875000 Penalty: 4527.456543
	Iteration 20F: 3 clusters Score -906947.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -906996.437500 Penalty: 4527.456543
	Iteration 21Q: 3 clusters Score -906996.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -907036.937500 Penalty: 4527.456543
	Iteration 22Q: 3 clusters Score -907036.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -907067.437500 Penalty: 4527.456543
	Iteration 23Q: 3 clusters Score -907067.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -907093.437500 Penalty: 4527.456543
	Iteration 24Q: 3 clusters Score -907093.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -907110.687500 Penalty: 4527.456543
	Iteration 25Q: 3 clusters Score -907110.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -907127.250000 Penalty: 4527.456543
	Iteration 26Q: 3 clusters Score -907127.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -907142.250000 Penalty: 4527.456543
	Iteration 27Q: 3 clusters Score -907142.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -907153.062500 Penalty: 4527.456543
	Iteration 28Q: 3 clusters Score -907153.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -907163.875000 Penalty: 4527.456543
	Iteration 29Q: 3 clusters Score -907163.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -907185.375000 Penalty: 4527.456543
	Iteration 30Q: 3 clusters Score -907185.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -907202.125000 Penalty: 4527.456543
	Iteration 31Q: 3 clusters Score -907202.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -907219.750000 Penalty: 4527.456543
	Iteration 32Q: 3 clusters Score -907219.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -907239.375000 Penalty: 4527.456543
	Iteration 33Q: 3 clusters Score -907239.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -907257.562500 Penalty: 4527.456543
	Iteration 34Q: 3 clusters Score -907257.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -907271.687500 Penalty: 4527.456543
	Iteration 35Q: 3 clusters Score -907271.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -907291.500000 Penalty: 4527.456543
	Iteration 36Q: 3 clusters Score -907291.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -907308.312500 Penalty: 4527.456543
	Iteration 37Q: 3 clusters Score -907308.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -907329.875000 Penalty: 4527.456543
	Iteration 38Q: 3 clusters Score -907329.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -907349.125000 Penalty: 4527.456543
	Iteration 39Q: 3 clusters Score -907349.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -907365.250000 Penalty: 4527.456543
	Iteration 40F: 3 clusters Score -907365.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -907375.625000 Penalty: 4527.456543
	Iteration 41Q: 3 clusters Score -907375.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -907382.625000 Penalty: 4527.456543
	Iteration 42Q: 3 clusters Score -907382.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -907394.250000 Penalty: 4527.456543
	Iteration 43Q: 3 clusters Score -907394.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -907405.250000 Penalty: 4527.456543
	Iteration 44Q: 3 clusters Score -907405.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -907413.937500 Penalty: 4527.456543
	Iteration 45Q: 3 clusters Score -907413.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -907425.187500 Penalty: 4527.456543
	Iteration 46Q: 3 clusters Score -907425.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -907433.125000 Penalty: 4527.456543
	Iteration 47Q: 3 clusters Score -907433.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -907447.000000 Penalty: 4527.456543
	Iteration 48Q: 3 clusters Score -907447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -907458.750000 Penalty: 4527.456543
	Iteration 49Q: 3 clusters Score -907458.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -907466.125000 Penalty: 4527.456543
	Iteration 50Q: 3 clusters Score -907466.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -907478.187500 Penalty: 4527.456543
	Iteration 51Q: 3 clusters Score -907478.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -907488.625000 Penalty: 4527.456543
	Iteration 52Q: 3 clusters Score -907488.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -907492.812500 Penalty: 4527.456543
	Iteration 53Q: 3 clusters Score -907492.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -907500.875000 Penalty: 4527.456543
	Iteration 54Q: 3 clusters Score -907500.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -907508.750000 Penalty: 4527.456543
	Iteration 55Q: 3 clusters Score -907508.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -907515.687500 Penalty: 4527.456543
	Iteration 56Q: 3 clusters Score -907515.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -907520.437500 Penalty: 4527.456543
	Iteration 57Q: 3 clusters Score -907520.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -907525.437500 Penalty: 4527.456543
	Iteration 58Q: 3 clusters Score -907525.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -907528.812500 Penalty: 4527.456543
	Iteration 59Q: 3 clusters Score -907528.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -907529.875000 Penalty: 4527.456543
	Iteration 60F: 3 clusters Score -907529.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -907530.187500 Penalty: 4527.456543
	Iteration 61Q: 3 clusters Score -907530.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -907532.437500 Penalty: 4527.456543
	Iteration 62Q: 3 clusters Score -907532.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -907532.937500 Penalty: 4527.456543
	Iteration 63Q: 3 clusters Score -907532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -907533.812500 Penalty: 4527.456543
	Iteration 64Q: 3 clusters Score -907533.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -907535.437500 Penalty: 4527.456543
	Iteration 65Q: 3 clusters Score -907535.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -907539.312500 Penalty: 4527.456543
	Iteration 66Q: 3 clusters Score -907539.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -907542.687500 Penalty: 4527.456543
	Iteration 67Q: 3 clusters Score -907542.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -907543.812500 Penalty: 4527.456543
	Iteration 68Q: 3 clusters Score -907543.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -907550.687500 Penalty: 4527.456543
	Iteration 69Q: 3 clusters Score -907550.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -907555.687500 Penalty: 4527.456543
	Iteration 70Q: 3 clusters Score -907555.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -907561.812500 Penalty: 4527.456543
	Iteration 71Q: 3 clusters Score -907561.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -907566.750000 Penalty: 4527.456543
	Iteration 72Q: 3 clusters Score -907566.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -907572.625000 Penalty: 4527.456543
	Iteration 73Q: 3 clusters Score -907572.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -907571.937500 Penalty: 4527.456543
	Iteration 74Q: 3 clusters Score -907571.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -907572.625000 Penalty: 4527.456543
	Iteration 75Q: 3 clusters Score -907572.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -907579.562500 Penalty: 4527.456543
	Iteration 76Q: 3 clusters Score -907579.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -907582.375000 Penalty: 4527.456543
	Iteration 77Q: 3 clusters Score -907582.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -907584.625000 Penalty: 4527.456543
	Iteration 78Q: 3 clusters Score -907584.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -907589.812500 Penalty: 4527.456543
	Iteration 79Q: 3 clusters Score -907589.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -907592.187500 Penalty: 4527.456543
	Iteration 80F: 3 clusters Score -907592.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -907599.187500 Penalty: 4527.456543
	Iteration 81Q: 3 clusters Score -907599.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -907602.625000 Penalty: 4527.456543
	Iteration 82Q: 3 clusters Score -907602.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -907608.375000 Penalty: 4527.456543
	Iteration 83Q: 3 clusters Score -907608.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -907615.062500 Penalty: 4527.456543
	Iteration 84Q: 3 clusters Score -907615.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -907622.437500 Penalty: 4527.456543
	Iteration 85Q: 3 clusters Score -907622.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -907635.562500 Penalty: 4527.456543
	Iteration 86Q: 3 clusters Score -907635.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -907644.812500 Penalty: 4527.456543
	Iteration 87Q: 3 clusters Score -907644.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -907650.687500 Penalty: 4527.456543
	Iteration 88Q: 3 clusters Score -907650.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -907652.500000 Penalty: 4527.456543
	Iteration 89Q: 3 clusters Score -907652.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -907662.625000 Penalty: 4527.456543
	Iteration 90Q: 3 clusters Score -907662.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -907666.187500 Penalty: 4527.456543
	Iteration 91Q: 3 clusters Score -907666.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -907669.625000 Penalty: 4527.456543
	Iteration 92Q: 3 clusters Score -907669.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -907671.312500 Penalty: 4527.456543
	Iteration 93Q: 3 clusters Score -907671.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -907672.437500 Penalty: 4527.456543
	Iteration 94Q: 3 clusters Score -907672.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -907678.000000 Penalty: 4527.456543
	Iteration 95Q: 3 clusters Score -907678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -907681.500000 Penalty: 4527.456543
	Iteration 96Q: 3 clusters Score -907681.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -907683.375000 Penalty: 4527.456543
	Iteration 97Q: 3 clusters Score -907683.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -907688.062500 Penalty: 4527.456543
	Iteration 98Q: 3 clusters Score -907688.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -907693.500000 Penalty: 4527.456543
	Iteration 99Q: 3 clusters Score -907693.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -907702.187500 Penalty: 4527.456543
	Iteration 100F: 3 clusters Score -907702.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -907704.500000 Penalty: 4527.456543
	Iteration 101Q: 3 clusters Score -907704.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -907708.062500 Penalty: 4527.456543
	Iteration 102Q: 3 clusters Score -907708.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -907709.875000 Penalty: 4527.456543
	Iteration 103Q: 3 clusters Score -907709.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -907718.562500 Penalty: 4527.456543
	Iteration 104Q: 3 clusters Score -907718.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -907726.062500 Penalty: 4527.456543
	Iteration 105Q: 3 clusters Score -907726.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -907732.187500 Penalty: 4527.456543
	Iteration 106Q: 3 clusters Score -907732.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -907742.187500 Penalty: 4527.456543
	Iteration 107Q: 3 clusters Score -907742.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -907749.000000 Penalty: 4527.456543
	Iteration 108Q: 3 clusters Score -907749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -907755.750000 Penalty: 4527.456543
	Iteration 109Q: 3 clusters Score -907755.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -907767.750000 Penalty: 4527.456543
	Iteration 110Q: 3 clusters Score -907767.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -907776.875000 Penalty: 4527.456543
	Iteration 111Q: 3 clusters Score -907776.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -907791.937500 Penalty: 4527.456543
	Iteration 112Q: 3 clusters Score -907791.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -907801.937500 Penalty: 4527.456543
	Iteration 113Q: 3 clusters Score -907801.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -907809.562500 Penalty: 4527.456543
	Iteration 114Q: 3 clusters Score -907809.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -907816.312500 Penalty: 4527.456543
	Iteration 115Q: 3 clusters Score -907816.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -907824.437500 Penalty: 4527.456543
	Iteration 116Q: 3 clusters Score -907824.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -907828.687500 Penalty: 4527.456543
	Iteration 117Q: 3 clusters Score -907828.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -907830.875000 Penalty: 4527.456543
	Iteration 118Q: 3 clusters Score -907830.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -907836.375000 Penalty: 4527.456543
	Iteration 119Q: 3 clusters Score -907836.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -907838.812500 Penalty: 4527.456543
	Iteration 120F: 3 clusters Score -907838.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -907842.375000 Penalty: 4527.456543
	Iteration 121Q: 3 clusters Score -907842.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -907841.562500 Penalty: 4527.456543
	Iteration 122Q: 3 clusters Score -907841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -907843.750000 Penalty: 4527.456543
	Iteration 123Q: 3 clusters Score -907843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -907846.312500 Penalty: 4527.456543
	Iteration 124Q: 3 clusters Score -907846.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -907850.312500 Penalty: 4527.456543
	Iteration 125Q: 3 clusters Score -907850.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -907850.937500 Penalty: 4527.456543
	Iteration 126Q: 3 clusters Score -907850.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -907856.812500 Penalty: 4527.456543
	Iteration 127Q: 3 clusters Score -907856.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -907856.625000 Penalty: 4527.456543
	Iteration 128Q: 3 clusters Score -907856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -907860.250000 Penalty: 4527.456543
	Iteration 129Q: 3 clusters Score -907860.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -907863.375000 Penalty: 4527.456543
	Iteration 130Q: 3 clusters Score -907863.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -907867.812500 Penalty: 4527.456543
	Iteration 131Q: 3 clusters Score -907867.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -907871.312500 Penalty: 4527.456543
	Iteration 132Q: 3 clusters Score -907871.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -907874.187500 Penalty: 4527.456543
	Iteration 133Q: 3 clusters Score -907874.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -907877.500000 Penalty: 4527.456543
	Iteration 134Q: 3 clusters Score -907877.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -907877.437500 Penalty: 4527.456543
	Iteration 135Q: 3 clusters Score -907877.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -907881.125000 Penalty: 4527.456543
	Iteration 136Q: 3 clusters Score -907881.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -907882.062500 Penalty: 4527.456543
	Iteration 137Q: 3 clusters Score -907882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -907883.187500 Penalty: 4527.456543
	Iteration 138Q: 3 clusters Score -907883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -907884.000000 Penalty: 4527.456543
	Iteration 139Q: 3 clusters Score -907884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -907884.437500 Penalty: 4527.456543
	Iteration 140F: 3 clusters Score -907884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -907885.312500 Penalty: 4527.456543
	Iteration 141Q: 3 clusters Score -907885.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -907886.437500 Penalty: 4527.456543
	Iteration 142Q: 3 clusters Score -907886.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -907886.437500 Penalty: 4527.456543
	Iteration 143F: 3 clusters Score -907886.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Entering Unmasked Estep 
Score: -483287.750000 Penalty: 2115.369141
	Iteration 0F: 2 clusters Score -483287.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -478813.375000 Penalty: 4230.738281
	Iteration 0F: 3 clusters Score -478813.4 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -480028.000000 Penalty: 4230.738281
	Iteration 1F: 3 clusters Score -480028 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -480438.218750 Penalty: 4230.738281
	Iteration 2F: 3 clusters Score -480438.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -480747.781250 Penalty: 4230.738281
	Iteration 3F: 3 clusters Score -480747.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -480985.750000 Penalty: 4230.738281
	Iteration 4F: 3 clusters Score -480985.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -481169.812500 Penalty: 4230.738281
	Iteration 5Q: 3 clusters Score -481169.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -481293.218750 Penalty: 4230.738281
	Iteration 6Q: 3 clusters Score -481293.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -481385.750000 Penalty: 4230.738281
	Iteration 7Q: 3 clusters Score -481385.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -481461.500000 Penalty: 4230.738281
	Iteration 8Q: 3 clusters Score -481461.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -481516.031250 Penalty: 4230.738281
	Iteration 9Q: 3 clusters Score -481516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -481564.718750 Penalty: 4230.738281
	Iteration 10Q: 3 clusters Score -481564.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -481595.281250 Penalty: 4230.738281
	Iteration 11Q: 3 clusters Score -481595.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -481615.937500 Penalty: 4230.738281
	Iteration 12Q: 3 clusters Score -481615.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -481629.781250 Penalty: 4230.738281
	Iteration 13Q: 3 clusters Score -481629.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -481641.062500 Penalty: 4230.738281
	Iteration 14Q: 3 clusters Score -481641.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -481646.000000 Penalty: 4230.738281
	Iteration 15Q: 3 clusters Score -481646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -481648.687500 Penalty: 4230.738281
	Iteration 16Q: 3 clusters Score -481648.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -481651.000000 Penalty: 4230.738281
	Iteration 17Q: 3 clusters Score -481651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -481653.343750 Penalty: 4230.738281
	Iteration 18Q: 3 clusters Score -481653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -481656.250000 Penalty: 4230.738281
	Iteration 19Q: 3 clusters Score -481656.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -481659.750000 Penalty: 4230.738281
	Iteration 20F: 3 clusters Score -481659.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -481666.281250 Penalty: 4230.738281
	Iteration 21Q: 3 clusters Score -481666.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -481672.468750 Penalty: 4230.738281
	Iteration 22Q: 3 clusters Score -481672.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -481681.625000 Penalty: 4230.738281
	Iteration 23Q: 3 clusters Score -481681.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -481688.750000 Penalty: 4230.738281
	Iteration 24Q: 3 clusters Score -481688.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -481692.750000 Penalty: 4230.738281
	Iteration 25Q: 3 clusters Score -481692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -481696.343750 Penalty: 4230.738281
	Iteration 26Q: 3 clusters Score -481696.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -481699.406250 Penalty: 4230.738281
	Iteration 27Q: 3 clusters Score -481699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -481700.625000 Penalty: 4230.738281
	Iteration 28Q: 3 clusters Score -481700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -481701.656250 Penalty: 4230.738281
	Iteration 29Q: 3 clusters Score -481701.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -481703.437500 Penalty: 4230.738281
	Iteration 30Q: 3 clusters Score -481703.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -481703.375000 Penalty: 4230.738281
	Iteration 31Q: 3 clusters Score -481703.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -481702.750000 Penalty: 4230.738281
	Iteration 32Q: 3 clusters Score -481702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -481702.906250 Penalty: 4230.738281
	Iteration 33Q: 3 clusters Score -481702.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -481702.906250 Penalty: 4230.738281
	Iteration 34F: 3 clusters Score -481702.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -407424.343750 Penalty: 2082.526123
	Iteration 0F: 2 clusters Score -407424.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -403297.812500 Penalty: 4165.052246
	Iteration 0F: 3 clusters Score -403297.8 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -404392.250000 Penalty: 4165.052246
	Iteration 1F: 3 clusters Score -404392.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -404783.593750 Penalty: 4165.052246
	Iteration 2F: 3 clusters Score -404783.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -405017.750000 Penalty: 4165.052246
	Iteration 3F: 3 clusters Score -405017.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -405193.968750 Penalty: 4165.052246
	Iteration 4F: 3 clusters Score -405194 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -405362.968750 Penalty: 4165.052246
	Iteration 5Q: 3 clusters Score -405363 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -405510.812500 Penalty: 4165.052246
	Iteration 6Q: 3 clusters Score -405510.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -405624.312500 Penalty: 4165.052246
	Iteration 7Q: 3 clusters Score -405624.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -405730.031250 Penalty: 4165.052246
	Iteration 8Q: 3 clusters Score -405730 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -405834.968750 Penalty: 4165.052246
	Iteration 9Q: 3 clusters Score -405835 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -405965.250000 Penalty: 4165.052246
	Iteration 10Q: 3 clusters Score -405965.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -406070.343750 Penalty: 4165.052246
	Iteration 11Q: 3 clusters Score -406070.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -406147.500000 Penalty: 4165.052246
	Iteration 12Q: 3 clusters Score -406147.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -406204.812500 Penalty: 4165.052246
	Iteration 13Q: 3 clusters Score -406204.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -406265.593750 Penalty: 4165.052246
	Iteration 14Q: 3 clusters Score -406265.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -406315.906250 Penalty: 4165.052246
	Iteration 15Q: 3 clusters Score -406315.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -406353.687500 Penalty: 4165.052246
	Iteration 16Q: 3 clusters Score -406353.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -406386.562500 Penalty: 4165.052246
	Iteration 17Q: 3 clusters Score -406386.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -406418.500000 Penalty: 4165.052246
	Iteration 18Q: 3 clusters Score -406418.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -406445.812500 Penalty: 4165.052246
	Iteration 19Q: 3 clusters Score -406445.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -406464.500000 Penalty: 4165.052246
	Iteration 20F: 3 clusters Score -406464.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -406479.750000 Penalty: 4165.052246
	Iteration 21Q: 3 clusters Score -406479.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -406494.718750 Penalty: 4165.052246
	Iteration 22Q: 3 clusters Score -406494.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -406509.968750 Penalty: 4165.052246
	Iteration 23Q: 3 clusters Score -406510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -406525.937500 Penalty: 4165.052246
	Iteration 24Q: 3 clusters Score -406525.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -406539.687500 Penalty: 4165.052246
	Iteration 25Q: 3 clusters Score -406539.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -406562.062500 Penalty: 4165.052246
	Iteration 26Q: 3 clusters Score -406562.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -406586.375000 Penalty: 4165.052246
	Iteration 27Q: 3 clusters Score -406586.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -406606.656250 Penalty: 4165.052246
	Iteration 28Q: 3 clusters Score -406606.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -406616.562500 Penalty: 4165.052246
	Iteration 29Q: 3 clusters Score -406616.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -406620.625000 Penalty: 4165.052246
	Iteration 30Q: 3 clusters Score -406620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -406622.812500 Penalty: 4165.052246
	Iteration 31Q: 3 clusters Score -406622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -406623.781250 Penalty: 4165.052246
	Iteration 32Q: 3 clusters Score -406623.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -406627.000000 Penalty: 4165.052246
	Iteration 33Q: 3 clusters Score -406627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -406627.593750 Penalty: 4165.052246
	Iteration 34Q: 3 clusters Score -406627.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -406627.593750 Penalty: 4165.052246
	Iteration 35F: 3 clusters Score -406627.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5993 members 
Mstep: Class 5 contains 280832 members 
Mstep: Class 6 contains 10265 members 
Mstep: Class 7 contains 209734 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164422 members 
Mstep: Class 11 contains 24360 members 
Mstep: Class 12 contains 231003 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 25059 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 66098 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27832 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17461 members 
Mstep: Class 21 contains 42317 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 17824 members 
Mstep: Class 25 contains 70597 members 
Mstep: Class 26 contains 15302 members 
Mstep: Class 27 contains 195704 members 
Mstep: Class 28 contains 9586 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43847 members 
Mstep: Class 33 contains 9209 members 
Mstep: Class 34 contains 5063 members 
Mstep: Class 35 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150656.000000 Penalty: 124097.632812
Iteration 159Q: 36 clusters Score -1.571507e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5993 members 
Mstep: Class 5 contains 280835 members 
Mstep: Class 6 contains 10266 members 
Mstep: Class 7 contains 209728 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164419 members 
Mstep: Class 11 contains 24360 members 
Mstep: Class 12 contains 231026 members 
Mstep: Class 13 contains 16859 members 
Mstep: Class 14 contains 25056 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 66097 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27832 members 
Mstep: Class 19 contains 26027 members 
Mstep: Class 20 contains 17460 members 
Mstep: Class 21 contains 42317 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 17825 members 
Mstep: Class 25 contains 70594 members 
Mstep: Class 26 contains 15301 members 
Mstep: Class 27 contains 195686 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43848 members 
Mstep: Class 33 contains 9210 members 
Mstep: Class 34 contains 5068 members 
Mstep: Class 35 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150704.000000 Penalty: 124097.632812
Iteration 160F: 36 clusters Score -1.571507e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5993 members 
Mstep: Class 5 contains 280838 members 
Mstep: Class 6 contains 10267 members 
Mstep: Class 7 contains 209723 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164415 members 
Mstep: Class 11 contains 24360 members 
Mstep: Class 12 contains 231052 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 66093 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27832 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17460 members 
Mstep: Class 21 contains 42318 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17825 members 
Mstep: Class 25 contains 70592 members 
Mstep: Class 26 contains 15299 members 
Mstep: Class 27 contains 195670 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43846 members 
Mstep: Class 33 contains 9212 members 
Mstep: Class 34 contains 5073 members 
Mstep: Class 35 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150704.000000 Penalty: 124097.632812
Iteration 161Q: 36 clusters Score -1.571507e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 15443 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5994 members 
Mstep: Class 5 contains 280842 members 
Mstep: Class 6 contains 10268 members 
Mstep: Class 7 contains 209719 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164412 members 
Mstep: Class 11 contains 24360 members 
Mstep: Class 12 contains 231081 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 25044 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 66089 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27833 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 17460 members 
Mstep: Class 21 contains 42318 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17824 members 
Mstep: Class 25 contains 70592 members 
Mstep: Class 26 contains 15297 members 
Mstep: Class 27 contains 195655 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43847 members 
Mstep: Class 33 contains 9212 members 
Mstep: Class 34 contains 5078 members 
Mstep: Class 35 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150768.000000 Penalty: 124097.632812
Iteration 162Q: 36 clusters Score -1.571508e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 15443 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 5994 members 
Mstep: Class 5 contains 280845 members 
Mstep: Class 6 contains 10269 members 
Mstep: Class 7 contains 209719 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164406 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231111 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 25039 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 66084 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27835 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 17461 members 
Mstep: Class 21 contains 42319 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17823 members 
Mstep: Class 25 contains 70593 members 
Mstep: Class 26 contains 15293 members 
Mstep: Class 27 contains 195633 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43848 members 
Mstep: Class 33 contains 9212 members 
Mstep: Class 34 contains 5083 members 
Mstep: Class 35 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150800.000000 Penalty: 124097.632812
Iteration 163Q: 36 clusters Score -1.571508e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 15445 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5996 members 
Mstep: Class 5 contains 280848 members 
Mstep: Class 6 contains 10271 members 
Mstep: Class 7 contains 209722 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 164405 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231128 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 25037 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 66078 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27834 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 17463 members 
Mstep: Class 21 contains 42323 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17821 members 
Mstep: Class 25 contains 70590 members 
Mstep: Class 26 contains 15287 members 
Mstep: Class 27 contains 195621 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43847 members 
Mstep: Class 33 contains 9212 members 
Mstep: Class 34 contains 5085 members 
Mstep: Class 35 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150880.000000 Penalty: 124097.632812
Iteration 164Q: 36 clusters Score -1.571509e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 15446 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5997 members 
Mstep: Class 5 contains 280853 members 
Mstep: Class 6 contains 10271 members 
Mstep: Class 7 contains 209719 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164400 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231152 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 66072 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27837 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17465 members 
Mstep: Class 21 contains 42321 members 
Mstep: Class 22 contains 2385 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17822 members 
Mstep: Class 25 contains 70581 members 
Mstep: Class 26 contains 15284 members 
Mstep: Class 27 contains 195610 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43845 members 
Mstep: Class 33 contains 9212 members 
Mstep: Class 34 contains 5089 members 
Mstep: Class 35 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150912.000000 Penalty: 124097.632812
Iteration 165Q: 36 clusters Score -1.571509e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 15446 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5996 members 
Mstep: Class 5 contains 280856 members 
Mstep: Class 6 contains 10272 members 
Mstep: Class 7 contains 209714 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 164396 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231176 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 25028 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 66066 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27840 members 
Mstep: Class 19 contains 26027 members 
Mstep: Class 20 contains 17465 members 
Mstep: Class 21 contains 42322 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17821 members 
Mstep: Class 25 contains 70581 members 
Mstep: Class 26 contains 15281 members 
Mstep: Class 27 contains 195600 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43843 members 
Mstep: Class 33 contains 9213 members 
Mstep: Class 34 contains 5096 members 
Mstep: Class 35 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150880.000000 Penalty: 124097.632812
Iteration 166Q: 36 clusters Score -1.571509e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 15446 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 280856 members 
Mstep: Class 6 contains 10272 members 
Mstep: Class 7 contains 209711 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 164392 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231206 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 25017 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 66059 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27840 members 
Mstep: Class 19 contains 26030 members 
Mstep: Class 20 contains 17466 members 
Mstep: Class 21 contains 42323 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17819 members 
Mstep: Class 25 contains 70580 members 
Mstep: Class 26 contains 15277 members 
Mstep: Class 27 contains 195590 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43843 members 
Mstep: Class 33 contains 9214 members 
Mstep: Class 34 contains 5104 members 
Mstep: Class 35 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150752.000000 Penalty: 124097.632812
Iteration 167Q: 36 clusters Score -1.571508e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 15446 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 280860 members 
Mstep: Class 6 contains 10272 members 
Mstep: Class 7 contains 209710 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 164390 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231241 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 25011 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 66048 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27840 members 
Mstep: Class 19 contains 26027 members 
Mstep: Class 20 contains 17465 members 
Mstep: Class 21 contains 42324 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 17818 members 
Mstep: Class 25 contains 70576 members 
Mstep: Class 26 contains 15274 members 
Mstep: Class 27 contains 195571 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43843 members 
Mstep: Class 33 contains 9216 members 
Mstep: Class 34 contains 5111 members 
Mstep: Class 35 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150736.000000 Penalty: 124097.632812
Iteration 168Q: 36 clusters Score -1.571507e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 15445 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 280868 members 
Mstep: Class 6 contains 10273 members 
Mstep: Class 7 contains 209706 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 164387 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231270 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 25006 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 66038 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27843 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 17463 members 
Mstep: Class 21 contains 42327 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 17818 members 
Mstep: Class 25 contains 70575 members 
Mstep: Class 26 contains 15270 members 
Mstep: Class 27 contains 195556 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43843 members 
Mstep: Class 33 contains 9216 members 
Mstep: Class 34 contains 5117 members 
Mstep: Class 35 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150576.000000 Penalty: 124097.632812
Iteration 169Q: 36 clusters Score -1.571506e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 15443 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 280873 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 7 contains 209702 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 164387 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231304 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 25001 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 66031 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27844 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 17463 members 
Mstep: Class 21 contains 42329 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 17818 members 
Mstep: Class 25 contains 70571 members 
Mstep: Class 26 contains 15267 members 
Mstep: Class 27 contains 195543 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43842 members 
Mstep: Class 33 contains 9216 members 
Mstep: Class 34 contains 5120 members 
Mstep: Class 35 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150608.000000 Penalty: 124097.632812
Iteration 170Q: 36 clusters Score -1.571506e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 280874 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209699 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 164385 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231336 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 24999 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 66023 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27843 members 
Mstep: Class 19 contains 26016 members 
Mstep: Class 20 contains 17463 members 
Mstep: Class 21 contains 42330 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17818 members 
Mstep: Class 25 contains 70568 members 
Mstep: Class 26 contains 15265 members 
Mstep: Class 27 contains 195535 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43839 members 
Mstep: Class 33 contains 9216 members 
Mstep: Class 34 contains 5123 members 
Mstep: Class 35 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150656.000000 Penalty: 124097.632812
Iteration 171Q: 36 clusters Score -1.571507e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 280875 members 
Mstep: Class 6 contains 10277 members 
Mstep: Class 7 contains 209699 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164384 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 231367 members 
Mstep: Class 13 contains 16862 members 
Mstep: Class 14 contains 24998 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 66014 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27842 members 
Mstep: Class 19 contains 26016 members 
Mstep: Class 20 contains 17463 members 
Mstep: Class 21 contains 42330 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17817 members 
Mstep: Class 25 contains 70568 members 
Mstep: Class 26 contains 15259 members 
Mstep: Class 27 contains 195521 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43838 members 
Mstep: Class 33 contains 9217 members 
Mstep: Class 34 contains 5124 members 
Mstep: Class 35 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150624.000000 Penalty: 124097.632812
Iteration 172Q: 36 clusters Score -1.571506e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 280877 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209705 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 164385 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 231393 members 
Mstep: Class 13 contains 16862 members 
Mstep: Class 14 contains 24995 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 66002 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27838 members 
Mstep: Class 19 contains 26015 members 
Mstep: Class 20 contains 17463 members 
Mstep: Class 21 contains 42331 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17817 members 
Mstep: Class 25 contains 70565 members 
Mstep: Class 26 contains 15254 members 
Mstep: Class 27 contains 195512 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43837 members 
Mstep: Class 33 contains 9220 members 
Mstep: Class 34 contains 5126 members 
Mstep: Class 35 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150544.000000 Penalty: 124097.632812
Iteration 173Q: 36 clusters Score -1.571505e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5994 members 
Mstep: Class 5 contains 280877 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209706 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 164384 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 231422 members 
Mstep: Class 13 contains 16862 members 
Mstep: Class 14 contains 24992 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65997 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27835 members 
Mstep: Class 19 contains 26020 members 
Mstep: Class 20 contains 17462 members 
Mstep: Class 21 contains 42331 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17817 members 
Mstep: Class 25 contains 70558 members 
Mstep: Class 26 contains 15249 members 
Mstep: Class 27 contains 195498 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12215 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43836 members 
Mstep: Class 33 contains 9224 members 
Mstep: Class 34 contains 5128 members 
Mstep: Class 35 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150528.000000 Penalty: 124097.632812
Iteration 174Q: 36 clusters Score -1.571505e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5994 members 
Mstep: Class 5 contains 280879 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209704 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164384 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 231439 members 
Mstep: Class 13 contains 16862 members 
Mstep: Class 14 contains 24987 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65995 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27829 members 
Mstep: Class 19 contains 26019 members 
Mstep: Class 20 contains 17463 members 
Mstep: Class 21 contains 42332 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17817 members 
Mstep: Class 25 contains 70554 members 
Mstep: Class 26 contains 15246 members 
Mstep: Class 27 contains 195491 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12214 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43834 members 
Mstep: Class 33 contains 9229 members 
Mstep: Class 34 contains 5131 members 
Mstep: Class 35 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150624.000000 Penalty: 124097.632812
Iteration 175Q: 36 clusters Score -1.571506e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5996 members 
Mstep: Class 5 contains 280880 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209702 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164382 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 231455 members 
Mstep: Class 13 contains 16862 members 
Mstep: Class 14 contains 24982 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65992 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27825 members 
Mstep: Class 19 contains 26021 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42333 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 17817 members 
Mstep: Class 25 contains 70549 members 
Mstep: Class 26 contains 15243 members 
Mstep: Class 27 contains 195485 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12214 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43833 members 
Mstep: Class 33 contains 9232 members 
Mstep: Class 34 contains 5137 members 
Mstep: Class 35 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150512.000000 Penalty: 124097.632812
Iteration 176Q: 36 clusters Score -1.571505e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5996 members 
Mstep: Class 5 contains 280881 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209696 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164383 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 231464 members 
Mstep: Class 13 contains 16862 members 
Mstep: Class 14 contains 24974 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65990 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27823 members 
Mstep: Class 19 contains 26021 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42333 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 17817 members 
Mstep: Class 25 contains 70548 members 
Mstep: Class 26 contains 15241 members 
Mstep: Class 27 contains 195486 members 
Mstep: Class 28 contains 9588 members 
Mstep: Class 29 contains 12214 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43832 members 
Mstep: Class 33 contains 9235 members 
Mstep: Class 34 contains 5143 members 
Mstep: Class 35 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150464.000000 Penalty: 124097.632812
Iteration 177Q: 36 clusters Score -1.571505e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5997 members 
Mstep: Class 5 contains 280883 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209692 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164384 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 231478 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 24968 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65990 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27823 members 
Mstep: Class 19 contains 26020 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42334 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3929 members 
Mstep: Class 24 contains 17817 members 
Mstep: Class 25 contains 70547 members 
Mstep: Class 26 contains 15238 members 
Mstep: Class 27 contains 195480 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12214 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43829 members 
Mstep: Class 33 contains 9236 members 
Mstep: Class 34 contains 5147 members 
Mstep: Class 35 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150480.000000 Penalty: 124097.632812
Iteration 178Q: 36 clusters Score -1.571505e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 5998 members 
Mstep: Class 5 contains 280885 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209683 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 164385 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231490 members 
Mstep: Class 13 contains 16862 members 
Mstep: Class 14 contains 24958 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65990 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27822 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42335 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3930 members 
Mstep: Class 24 contains 17816 members 
Mstep: Class 25 contains 70547 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195474 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12214 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43828 members 
Mstep: Class 33 contains 9239 members 
Mstep: Class 34 contains 5155 members 
Mstep: Class 35 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150512.000000 Penalty: 124097.632812
Iteration 179Q: 36 clusters Score -1.571505e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 6002 members 
Mstep: Class 5 contains 280889 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209677 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 164387 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231499 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 24952 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65990 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27818 members 
Mstep: Class 19 contains 26024 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42336 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17814 members 
Mstep: Class 25 contains 70546 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195464 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12214 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43828 members 
Mstep: Class 33 contains 9241 members 
Mstep: Class 34 contains 5162 members 
Mstep: Class 35 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150512.000000 Penalty: 124097.632812
Iteration 180F: 36 clusters Score -1.571505e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 6003 members 
Mstep: Class 5 contains 280888 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209674 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 164389 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231508 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24947 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65990 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27815 members 
Mstep: Class 19 contains 26025 members 
Mstep: Class 20 contains 17466 members 
Mstep: Class 21 contains 42340 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3930 members 
Mstep: Class 24 contains 17813 members 
Mstep: Class 25 contains 70545 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195456 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12214 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43828 members 
Mstep: Class 33 contains 9242 members 
Mstep: Class 34 contains 5168 members 
Mstep: Class 35 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150608.000000 Penalty: 124097.632812
Iteration 181Q: 36 clusters Score -1.571506e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 6005 members 
Mstep: Class 5 contains 280890 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209669 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 164389 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231521 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24939 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65990 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27812 members 
Mstep: Class 19 contains 26025 members 
Mstep: Class 20 contains 17465 members 
Mstep: Class 21 contains 42341 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17812 members 
Mstep: Class 25 contains 70544 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195456 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43823 members 
Mstep: Class 33 contains 9243 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150496.000000 Penalty: 124097.632812
Iteration 182Q: 36 clusters Score -1.571505e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6005 members 
Mstep: Class 5 contains 280894 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209665 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 164388 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231525 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24939 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65989 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27808 members 
Mstep: Class 19 contains 26025 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70544 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195456 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43822 members 
Mstep: Class 33 contains 9245 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150560.000000 Penalty: 124097.632812
Iteration 183Q: 36 clusters Score -1.571506e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6005 members 
Mstep: Class 5 contains 280896 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209658 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 164391 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231534 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24938 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65990 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26024 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42347 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17812 members 
Mstep: Class 25 contains 70542 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195453 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43819 members 
Mstep: Class 33 contains 9247 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150560.000000 Penalty: 124097.632812
Iteration 184Q: 36 clusters Score -1.571506e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6006 members 
Mstep: Class 5 contains 280896 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209658 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 164393 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231541 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24938 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65990 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27802 members 
Mstep: Class 19 contains 26024 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42347 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70540 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195449 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43816 members 
Mstep: Class 33 contains 9248 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150432.000000 Penalty: 124097.632812
Iteration 185Q: 36 clusters Score -1.571504e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6006 members 
Mstep: Class 5 contains 280897 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209658 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 164396 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231546 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24938 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65990 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27800 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42347 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70540 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195444 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43813 members 
Mstep: Class 33 contains 9250 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150480.000000 Penalty: 124097.632812
Iteration 186Q: 36 clusters Score -1.571505e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280902 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209657 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 164399 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231551 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24938 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65990 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27800 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70539 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195437 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43810 members 
Mstep: Class 33 contains 9251 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150480.000000 Penalty: 124097.632812
Iteration 187Q: 36 clusters Score -1.571505e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280904 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209658 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 164402 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231555 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24939 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65990 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27799 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70539 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195428 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43810 members 
Mstep: Class 33 contains 9251 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150512.000000 Penalty: 124097.632812
Iteration 188Q: 36 clusters Score -1.571505e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280904 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209656 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164402 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231558 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24939 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65990 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27799 members 
Mstep: Class 19 contains 26021 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70538 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195427 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43811 members 
Mstep: Class 33 contains 9251 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150512.000000 Penalty: 124097.632812
Iteration 189Q: 36 clusters Score -1.571505e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280906 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209654 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164402 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231562 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24939 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65990 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27799 members 
Mstep: Class 19 contains 26021 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70538 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195426 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43808 members 
Mstep: Class 33 contains 9251 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150496.000000 Penalty: 124097.632812
Iteration 190Q: 36 clusters Score -1.571505e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280907 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209653 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164403 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231566 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24939 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65989 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27799 members 
Mstep: Class 19 contains 26021 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70539 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195422 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43807 members 
Mstep: Class 33 contains 9251 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150480.000000 Penalty: 124097.632812
Iteration 191Q: 36 clusters Score -1.571505e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280907 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209649 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164403 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231576 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24939 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65986 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27799 members 
Mstep: Class 19 contains 26021 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70539 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195418 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43807 members 
Mstep: Class 33 contains 9251 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150432.000000 Penalty: 124097.632812
Iteration 192Q: 36 clusters Score -1.571504e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280905 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209652 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164403 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231583 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65981 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27799 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70539 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195413 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43807 members 
Mstep: Class 33 contains 9251 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150416.000000 Penalty: 124097.632812
Iteration 193Q: 36 clusters Score -1.571504e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280905 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209649 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164404 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231594 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65980 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27799 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70538 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195406 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43807 members 
Mstep: Class 33 contains 9251 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150480.000000 Penalty: 124097.632812
Iteration 194Q: 36 clusters Score -1.571505e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280905 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209646 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164403 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231605 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65975 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27799 members 
Mstep: Class 19 contains 26022 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70538 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195404 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43807 members 
Mstep: Class 33 contains 9251 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150448.000000 Penalty: 124097.632812
Iteration 195Q: 36 clusters Score -1.571504e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280905 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209648 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164403 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231606 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65973 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27800 members 
Mstep: Class 19 contains 26024 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70538 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195400 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43807 members 
Mstep: Class 33 contains 9251 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150480.000000 Penalty: 124097.632812
Iteration 196Q: 36 clusters Score -1.571505e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280904 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209647 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164404 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231611 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65970 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27801 members 
Mstep: Class 19 contains 26024 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70538 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195397 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43808 members 
Mstep: Class 33 contains 9251 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150416.000000 Penalty: 124097.632812
Iteration 197Q: 36 clusters Score -1.571504e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280905 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209647 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164405 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231616 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65968 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27800 members 
Mstep: Class 19 contains 26024 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70538 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195392 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43808 members 
Mstep: Class 33 contains 9252 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150464.000000 Penalty: 124097.632812
Iteration 198Q: 36 clusters Score -1.571505e+08 nChanged 12
Entering ConstructFrom: 
Score: -157150464.000000 Penalty: 124097.632812
Entering ConstructFrom: 
Trying to split cluster 1 (12264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Entering Unmasked Estep 
Score: -1201338.250000 Penalty: 2334.776855
	Iteration 0F: 2 clusters Score -1201338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1192237.250000 Penalty: 4669.553711
	Iteration 0F: 3 clusters Score -1192237 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1195061.500000 Penalty: 4669.553711
	Iteration 1F: 3 clusters Score -1195062 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1195583.750000 Penalty: 4669.553711
	Iteration 2F: 3 clusters Score -1195584 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1196025.375000 Penalty: 4669.553711
	Iteration 3F: 3 clusters Score -1196025 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1196413.250000 Penalty: 4669.553711
	Iteration 4F: 3 clusters Score -1196413 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1196755.375000 Penalty: 4669.553711
	Iteration 5F: 3 clusters Score -1196755 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1197059.750000 Penalty: 4669.553711
	Iteration 6Q: 3 clusters Score -1197060 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1197349.875000 Penalty: 4669.553711
	Iteration 7Q: 3 clusters Score -1197350 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1197663.250000 Penalty: 4669.553711
	Iteration 8Q: 3 clusters Score -1197663 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1197985.500000 Penalty: 4669.553711
	Iteration 9Q: 3 clusters Score -1197986 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1198289.625000 Penalty: 4669.553711
	Iteration 10Q: 3 clusters Score -1198290 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1198656.875000 Penalty: 4669.553711
	Iteration 11Q: 3 clusters Score -1198657 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1199045.750000 Penalty: 4669.553711
	Iteration 12Q: 3 clusters Score -1199046 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1199371.875000 Penalty: 4669.553711
	Iteration 13Q: 3 clusters Score -1199372 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1199574.625000 Penalty: 4669.553711
	Iteration 14Q: 3 clusters Score -1199575 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1199718.375000 Penalty: 4669.553711
	Iteration 15Q: 3 clusters Score -1199718 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1199814.625000 Penalty: 4669.553711
	Iteration 16Q: 3 clusters Score -1199815 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1199871.750000 Penalty: 4669.553711
	Iteration 17Q: 3 clusters Score -1199872 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1199906.875000 Penalty: 4669.553711
	Iteration 18Q: 3 clusters Score -1199907 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1199937.125000 Penalty: 4669.553711
	Iteration 19Q: 3 clusters Score -1199937 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1199962.125000 Penalty: 4669.553711
	Iteration 20F: 3 clusters Score -1199962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1199977.625000 Penalty: 4669.553711
	Iteration 21Q: 3 clusters Score -1199978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1199994.250000 Penalty: 4669.553711
	Iteration 22Q: 3 clusters Score -1199994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1200006.875000 Penalty: 4669.553711
	Iteration 23Q: 3 clusters Score -1200007 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1200024.750000 Penalty: 4669.553711
	Iteration 24Q: 3 clusters Score -1200025 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1200036.750000 Penalty: 4669.553711
	Iteration 25Q: 3 clusters Score -1200037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1200043.750000 Penalty: 4669.553711
	Iteration 26Q: 3 clusters Score -1200044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1200044.375000 Penalty: 4669.553711
	Iteration 27Q: 3 clusters Score -1200044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1200047.375000 Penalty: 4669.553711
	Iteration 28Q: 3 clusters Score -1200047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1200051.625000 Penalty: 4669.553711
	Iteration 29Q: 3 clusters Score -1200052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1200055.000000 Penalty: 4669.553711
	Iteration 30Q: 3 clusters Score -1200055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1200052.250000 Penalty: 4669.553711
	Iteration 31Q: 3 clusters Score -1200052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1200057.500000 Penalty: 4669.553711
	Iteration 32Q: 3 clusters Score -1200058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1200062.250000 Penalty: 4669.553711
	Iteration 33Q: 3 clusters Score -1200062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1200062.750000 Penalty: 4669.553711
	Iteration 34Q: 3 clusters Score -1200063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1200067.500000 Penalty: 4669.553711
	Iteration 35Q: 3 clusters Score -1200068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1200064.000000 Penalty: 4669.553711
	Iteration 36Q: 3 clusters Score -1200064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1200068.375000 Penalty: 4669.553711
	Iteration 37Q: 3 clusters Score -1200068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1200070.875000 Penalty: 4669.553711
	Iteration 38Q: 3 clusters Score -1200071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1200070.625000 Penalty: 4669.553711
	Iteration 39Q: 3 clusters Score -1200071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1200072.375000 Penalty: 4669.553711
	Iteration 40F: 3 clusters Score -1200072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1200071.250000 Penalty: 4669.553711
	Iteration 41Q: 3 clusters Score -1200071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1200072.750000 Penalty: 4669.553711
	Iteration 42Q: 3 clusters Score -1200073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1200073.750000 Penalty: 4669.553711
	Iteration 43Q: 3 clusters Score -1200074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1200072.250000 Penalty: 4669.553711
	Iteration 44Q: 3 clusters Score -1200072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1200072.250000 Penalty: 4669.553711
	Iteration 45F: 3 clusters Score -1200072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Entering Unmasked Estep 
Score: -1562735.625000 Penalty: 2391.921875
	Iteration 0F: 2 clusters Score -1562736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1551573.875000 Penalty: 4783.843750
	Iteration 0F: 3 clusters Score -1551574 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1555030.000000 Penalty: 4783.843750
	Iteration 1F: 3 clusters Score -1555030 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1555387.500000 Penalty: 4783.843750
	Iteration 2F: 3 clusters Score -1555388 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1555677.000000 Penalty: 4783.843750
	Iteration 3Q: 3 clusters Score -1555677 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1555944.625000 Penalty: 4783.843750
	Iteration 4Q: 3 clusters Score -1555945 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1556223.375000 Penalty: 4783.843750
	Iteration 5Q: 3 clusters Score -1556223 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1556519.750000 Penalty: 4783.843750
	Iteration 6Q: 3 clusters Score -1556520 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1556832.250000 Penalty: 4783.843750
	Iteration 7Q: 3 clusters Score -1556832 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1557159.125000 Penalty: 4783.843750
	Iteration 8Q: 3 clusters Score -1557159 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1557579.625000 Penalty: 4783.843750
	Iteration 9Q: 3 clusters Score -1557580 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1558107.750000 Penalty: 4783.843750
	Iteration 10Q: 3 clusters Score -1558108 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1558734.500000 Penalty: 4783.843750
	Iteration 11F: 3 clusters Score -1558734 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1559304.750000 Penalty: 4783.843750
	Iteration 12Q: 3 clusters Score -1559305 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1559784.125000 Penalty: 4783.843750
	Iteration 13Q: 3 clusters Score -1559784 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1560088.875000 Penalty: 4783.843750
	Iteration 14Q: 3 clusters Score -1560089 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1560306.750000 Penalty: 4783.843750
	Iteration 15Q: 3 clusters Score -1560307 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1560462.500000 Penalty: 4783.843750
	Iteration 16Q: 3 clusters Score -1560462 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1560556.750000 Penalty: 4783.843750
	Iteration 17Q: 3 clusters Score -1560557 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1560616.625000 Penalty: 4783.843750
	Iteration 18Q: 3 clusters Score -1560617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1560654.125000 Penalty: 4783.843750
	Iteration 19Q: 3 clusters Score -1560654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1560679.500000 Penalty: 4783.843750
	Iteration 20F: 3 clusters Score -1560680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1560698.250000 Penalty: 4783.843750
	Iteration 21Q: 3 clusters Score -1560698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1560721.125000 Penalty: 4783.843750
	Iteration 22Q: 3 clusters Score -1560721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1560752.375000 Penalty: 4783.843750
	Iteration 23Q: 3 clusters Score -1560752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1560791.875000 Penalty: 4783.843750
	Iteration 24Q: 3 clusters Score -1560792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1560855.000000 Penalty: 4783.843750
	Iteration 25Q: 3 clusters Score -1560855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1560889.125000 Penalty: 4783.843750
	Iteration 26Q: 3 clusters Score -1560889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1560910.125000 Penalty: 4783.843750
	Iteration 27Q: 3 clusters Score -1560910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1560929.250000 Penalty: 4783.843750
	Iteration 28Q: 3 clusters Score -1560929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1560949.500000 Penalty: 4783.843750
	Iteration 29Q: 3 clusters Score -1560950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1560952.125000 Penalty: 4783.843750
	Iteration 30Q: 3 clusters Score -1560952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1560953.500000 Penalty: 4783.843750
	Iteration 31Q: 3 clusters Score -1560954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1560954.750000 Penalty: 4783.843750
	Iteration 32Q: 3 clusters Score -1560955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1560954.250000 Penalty: 4783.843750
	Iteration 33Q: 3 clusters Score -1560954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1560956.250000 Penalty: 4783.843750
	Iteration 34Q: 3 clusters Score -1560956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1560956.250000 Penalty: 4783.843750
	Iteration 35F: 3 clusters Score -1560956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Entering Unmasked Estep 
Score: -677706.062500 Penalty: 2182.764404
	Iteration 0F: 2 clusters Score -677706.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -672076.687500 Penalty: 4365.528809
	Iteration 0F: 3 clusters Score -672076.7 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -673579.875000 Penalty: 4365.528809
	Iteration 1F: 3 clusters Score -673579.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -673840.687500 Penalty: 4365.528809
	Iteration 2F: 3 clusters Score -673840.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -673992.250000 Penalty: 4365.528809
	Iteration 3F: 3 clusters Score -673992.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -674103.312500 Penalty: 4365.528809
	Iteration 4Q: 3 clusters Score -674103.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -674178.437500 Penalty: 4365.528809
	Iteration 5Q: 3 clusters Score -674178.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -674242.500000 Penalty: 4365.528809
	Iteration 6Q: 3 clusters Score -674242.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -674305.250000 Penalty: 4365.528809
	Iteration 7Q: 3 clusters Score -674305.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -674372.687500 Penalty: 4365.528809
	Iteration 8Q: 3 clusters Score -674372.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -674452.937500 Penalty: 4365.528809
	Iteration 9Q: 3 clusters Score -674452.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -674526.000000 Penalty: 4365.528809
	Iteration 10Q: 3 clusters Score -674526 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -674605.312500 Penalty: 4365.528809
	Iteration 11Q: 3 clusters Score -674605.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -674689.687500 Penalty: 4365.528809
	Iteration 12Q: 3 clusters Score -674689.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -674807.875000 Penalty: 4365.528809
	Iteration 13Q: 3 clusters Score -674807.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -674932.125000 Penalty: 4365.528809
	Iteration 14Q: 3 clusters Score -674932.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -675038.375000 Penalty: 4365.528809
	Iteration 15Q: 3 clusters Score -675038.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -675165.500000 Penalty: 4365.528809
	Iteration 16Q: 3 clusters Score -675165.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -675319.437500 Penalty: 4365.528809
	Iteration 17Q: 3 clusters Score -675319.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -675457.250000 Penalty: 4365.528809
	Iteration 18Q: 3 clusters Score -675457.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -675584.125000 Penalty: 4365.528809
	Iteration 19Q: 3 clusters Score -675584.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -675709.937500 Penalty: 4365.528809
	Iteration 20F: 3 clusters Score -675709.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -675790.187500 Penalty: 4365.528809
	Iteration 21Q: 3 clusters Score -675790.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -675843.750000 Penalty: 4365.528809
	Iteration 22Q: 3 clusters Score -675843.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -675885.250000 Penalty: 4365.528809
	Iteration 23Q: 3 clusters Score -675885.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -675912.750000 Penalty: 4365.528809
	Iteration 24Q: 3 clusters Score -675912.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -675926.500000 Penalty: 4365.528809
	Iteration 25Q: 3 clusters Score -675926.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -675937.000000 Penalty: 4365.528809
	Iteration 26Q: 3 clusters Score -675937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -675951.500000 Penalty: 4365.528809
	Iteration 27Q: 3 clusters Score -675951.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -675960.000000 Penalty: 4365.528809
	Iteration 28Q: 3 clusters Score -675960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -675967.812500 Penalty: 4365.528809
	Iteration 29Q: 3 clusters Score -675967.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -675968.812500 Penalty: 4365.528809
	Iteration 30Q: 3 clusters Score -675968.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -675970.250000 Penalty: 4365.528809
	Iteration 31Q: 3 clusters Score -675970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -675972.000000 Penalty: 4365.528809
	Iteration 32Q: 3 clusters Score -675972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -675973.500000 Penalty: 4365.528809
	Iteration 33Q: 3 clusters Score -675973.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -675976.000000 Penalty: 4365.528809
	Iteration 34Q: 3 clusters Score -675976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -675976.687500 Penalty: 4365.528809
	Iteration 35Q: 3 clusters Score -675976.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -675977.187500 Penalty: 4365.528809
	Iteration 36Q: 3 clusters Score -675977.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -675978.250000 Penalty: 4365.528809
	Iteration 37Q: 3 clusters Score -675978.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -675977.500000 Penalty: 4365.528809
	Iteration 38Q: 3 clusters Score -675977.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -675977.500000 Penalty: 4365.528809
	Iteration 39F: 3 clusters Score -675977.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Entering Unmasked Estep 
Score: -518635.375000 Penalty: 2157.768799
	Iteration 0F: 2 clusters Score -518635.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -513422.750000 Penalty: 4315.537598
	Iteration 0F: 3 clusters Score -513422.8 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -514840.312500 Penalty: 4315.537598
	Iteration 1F: 3 clusters Score -514840.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -515302.218750 Penalty: 4315.537598
	Iteration 2F: 3 clusters Score -515302.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -515738.750000 Penalty: 4315.537598
	Iteration 3F: 3 clusters Score -515738.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -516165.562500 Penalty: 4315.537598
	Iteration 4F: 3 clusters Score -516165.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -516621.875000 Penalty: 4315.537598
	Iteration 5F: 3 clusters Score -516621.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -517013.406250 Penalty: 4315.537598
	Iteration 6F: 3 clusters Score -517013.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -517296.812500 Penalty: 4315.537598
	Iteration 7F: 3 clusters Score -517296.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -517500.000000 Penalty: 4315.537598
	Iteration 8Q: 3 clusters Score -517500 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -517643.093750 Penalty: 4315.537598
	Iteration 9Q: 3 clusters Score -517643.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -517747.562500 Penalty: 4315.537598
	Iteration 10Q: 3 clusters Score -517747.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -517812.218750 Penalty: 4315.537598
	Iteration 11Q: 3 clusters Score -517812.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -517855.937500 Penalty: 4315.537598
	Iteration 12Q: 3 clusters Score -517855.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -517885.218750 Penalty: 4315.537598
	Iteration 13Q: 3 clusters Score -517885.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -517907.437500 Penalty: 4315.537598
	Iteration 14Q: 3 clusters Score -517907.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -517927.937500 Penalty: 4315.537598
	Iteration 15Q: 3 clusters Score -517927.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -517942.312500 Penalty: 4315.537598
	Iteration 16Q: 3 clusters Score -517942.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -517951.937500 Penalty: 4315.537598
	Iteration 17Q: 3 clusters Score -517951.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -517960.875000 Penalty: 4315.537598
	Iteration 18Q: 3 clusters Score -517960.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -517969.187500 Penalty: 4315.537598
	Iteration 19Q: 3 clusters Score -517969.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -517976.687500 Penalty: 4315.537598
	Iteration 20F: 3 clusters Score -517976.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -517982.125000 Penalty: 4315.537598
	Iteration 21Q: 3 clusters Score -517982.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -517989.250000 Penalty: 4315.537598
	Iteration 22Q: 3 clusters Score -517989.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -517995.187500 Penalty: 4315.537598
	Iteration 23Q: 3 clusters Score -517995.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -517996.562500 Penalty: 4315.537598
	Iteration 24Q: 3 clusters Score -517996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -517999.687500 Penalty: 4315.537598
	Iteration 25Q: 3 clusters Score -517999.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -518002.343750 Penalty: 4315.537598
	Iteration 26Q: 3 clusters Score -518002.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -518002.968750 Penalty: 4315.537598
	Iteration 27Q: 3 clusters Score -518003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -518005.093750 Penalty: 4315.537598
	Iteration 28Q: 3 clusters Score -518005.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -518008.031250 Penalty: 4315.537598
	Iteration 29Q: 3 clusters Score -518008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -518013.187500 Penalty: 4315.537598
	Iteration 30Q: 3 clusters Score -518013.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -518015.343750 Penalty: 4315.537598
	Iteration 31Q: 3 clusters Score -518015.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -518016.812500 Penalty: 4315.537598
	Iteration 32Q: 3 clusters Score -518016.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -518016.968750 Penalty: 4315.537598
	Iteration 33Q: 3 clusters Score -518017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -518016.968750 Penalty: 4315.537598
	Iteration 34F: 3 clusters Score -518017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (280906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280906 members 
Entering Unmasked Estep 
Score: -28131712.000000 Penalty: 3111.352295
	Iteration 0F: 2 clusters Score -2.813171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140140 members 
Mstep: Class 2 contains 140766 members 
Entering Unmasked Estep 
Score: -27953018.000000 Penalty: 6222.704590
	Iteration 0F: 3 clusters Score -2.795302e+07 nChanged 135993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131279 members 
Mstep: Class 2 contains 149627 members 
Entering Unmasked Estep 
Score: -28034640.000000 Penalty: 6222.704590
	Iteration 1F: 3 clusters Score -2.803464e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125815 members 
Mstep: Class 2 contains 155091 members 
Entering Unmasked Estep 
Score: -28038084.000000 Penalty: 6222.704590
	Iteration 2Q: 3 clusters Score -2.803808e+07 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117230 members 
Mstep: Class 2 contains 163676 members 
Entering Unmasked Estep 
Score: -28043266.000000 Penalty: 6222.704590
	Iteration 3Q: 3 clusters Score -2.804327e+07 nChanged 16822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104836 members 
Mstep: Class 2 contains 176070 members 
Entering Unmasked Estep 
Score: -28052132.000000 Penalty: 6222.704590
	Iteration 4F: 3 clusters Score -2.805213e+07 nChanged 20350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 192222 members 
Entering Unmasked Estep 
Score: -28064450.000000 Penalty: 6222.704590
	Iteration 5F: 3 clusters Score -2.806445e+07 nChanged 21293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 209925 members 
Entering Unmasked Estep 
Score: -28079174.000000 Penalty: 6222.704590
	Iteration 6F: 3 clusters Score -2.807917e+07 nChanged 18795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 225364 members 
Entering Unmasked Estep 
Score: -28095172.000000 Penalty: 6222.704590
	Iteration 7F: 3 clusters Score -2.809517e+07 nChanged 13938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 235048 members 
Entering Unmasked Estep 
Score: -28110252.000000 Penalty: 6222.704590
	Iteration 8Q: 3 clusters Score -2.811025e+07 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 238887 members 
Entering Unmasked Estep 
Score: -28118984.000000 Penalty: 6222.704590
	Iteration 9Q: 3 clusters Score -2.811898e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 240459 members 
Entering Unmasked Estep 
Score: -28122456.000000 Penalty: 6222.704590
	Iteration 10Q: 3 clusters Score -2.812246e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 241785 members 
Entering Unmasked Estep 
Score: -28123982.000000 Penalty: 6222.704590
	Iteration 11Q: 3 clusters Score -2.812398e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 242781 members 
Entering Unmasked Estep 
Score: -28124768.000000 Penalty: 6222.704590
	Iteration 12Q: 3 clusters Score -2.812477e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 243687 members 
Entering Unmasked Estep 
Score: -28125346.000000 Penalty: 6222.704590
	Iteration 13Q: 3 clusters Score -2.812535e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 244534 members 
Entering Unmasked Estep 
Score: -28125762.000000 Penalty: 6222.704590
	Iteration 14Q: 3 clusters Score -2.812576e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 245325 members 
Entering Unmasked Estep 
Score: -28126128.000000 Penalty: 6222.704590
	Iteration 15Q: 3 clusters Score -2.812613e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 246060 members 
Entering Unmasked Estep 
Score: -28126508.000000 Penalty: 6222.704590
	Iteration 16Q: 3 clusters Score -2.812651e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 246750 members 
Entering Unmasked Estep 
Score: -28126718.000000 Penalty: 6222.704590
	Iteration 17Q: 3 clusters Score -2.812672e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 247430 members 
Entering Unmasked Estep 
Score: -28126838.000000 Penalty: 6222.704590
	Iteration 18Q: 3 clusters Score -2.812684e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 248069 members 
Entering Unmasked Estep 
Score: -28126894.000000 Penalty: 6222.704590
	Iteration 19Q: 3 clusters Score -2.812689e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 248670 members 
Entering Unmasked Estep 
Score: -28126932.000000 Penalty: 6222.704590
	Iteration 20F: 3 clusters Score -2.812693e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 249244 members 
Entering Unmasked Estep 
Score: -28127018.000000 Penalty: 6222.704590
	Iteration 21Q: 3 clusters Score -2.812702e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 249786 members 
Entering Unmasked Estep 
Score: -28127100.000000 Penalty: 6222.704590
	Iteration 22Q: 3 clusters Score -2.81271e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 250303 members 
Entering Unmasked Estep 
Score: -28127084.000000 Penalty: 6222.704590
	Iteration 23Q: 3 clusters Score -2.812708e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 250789 members 
Entering Unmasked Estep 
Score: -28127138.000000 Penalty: 6222.704590
	Iteration 24Q: 3 clusters Score -2.812714e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 251253 members 
Entering Unmasked Estep 
Score: -28127206.000000 Penalty: 6222.704590
	Iteration 25Q: 3 clusters Score -2.812721e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 251671 members 
Entering Unmasked Estep 
Score: -28127254.000000 Penalty: 6222.704590
	Iteration 26Q: 3 clusters Score -2.812725e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 252081 members 
Entering Unmasked Estep 
Score: -28127286.000000 Penalty: 6222.704590
	Iteration 27Q: 3 clusters Score -2.812729e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 252490 members 
Entering Unmasked Estep 
Score: -28127302.000000 Penalty: 6222.704590
	Iteration 28Q: 3 clusters Score -2.81273e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 252877 members 
Entering Unmasked Estep 
Score: -28127360.000000 Penalty: 6222.704590
	Iteration 29Q: 3 clusters Score -2.812736e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 253259 members 
Entering Unmasked Estep 
Score: -28127320.000000 Penalty: 6222.704590
	Iteration 30Q: 3 clusters Score -2.812732e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 253619 members 
Entering Unmasked Estep 
Score: -28127344.000000 Penalty: 6222.704590
	Iteration 31Q: 3 clusters Score -2.812734e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 253966 members 
Entering Unmasked Estep 
Score: -28127358.000000 Penalty: 6222.704590
	Iteration 32Q: 3 clusters Score -2.812736e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 254297 members 
Entering Unmasked Estep 
Score: -28127356.000000 Penalty: 6222.704590
	Iteration 33Q: 3 clusters Score -2.812736e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 254632 members 
Entering Unmasked Estep 
Score: -28127334.000000 Penalty: 6222.704590
	Iteration 34Q: 3 clusters Score -2.812733e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 254973 members 
Entering Unmasked Estep 
Score: -28127402.000000 Penalty: 6222.704590
	Iteration 35Q: 3 clusters Score -2.81274e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 255298 members 
Entering Unmasked Estep 
Score: -28127384.000000 Penalty: 6222.704590
	Iteration 36Q: 3 clusters Score -2.812738e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 255627 members 
Entering Unmasked Estep 
Score: -28127422.000000 Penalty: 6222.704590
	Iteration 37Q: 3 clusters Score -2.812742e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 255951 members 
Entering Unmasked Estep 
Score: -28127470.000000 Penalty: 6222.704590
	Iteration 38Q: 3 clusters Score -2.812747e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 256304 members 
Entering Unmasked Estep 
Score: -28127402.000000 Penalty: 6222.704590
	Iteration 39Q: 3 clusters Score -2.81274e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 256647 members 
Entering Unmasked Estep 
Score: -28127502.000000 Penalty: 6222.704590
	Iteration 40F: 3 clusters Score -2.81275e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 257000 members 
Entering Unmasked Estep 
Score: -28127530.000000 Penalty: 6222.704590
	Iteration 41Q: 3 clusters Score -2.812753e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 257315 members 
Entering Unmasked Estep 
Score: -28127600.000000 Penalty: 6222.704590
	Iteration 42Q: 3 clusters Score -2.81276e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 257604 members 
Entering Unmasked Estep 
Score: -28127612.000000 Penalty: 6222.704590
	Iteration 43Q: 3 clusters Score -2.812761e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 257886 members 
Entering Unmasked Estep 
Score: -28127658.000000 Penalty: 6222.704590
	Iteration 44Q: 3 clusters Score -2.812766e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 258162 members 
Entering Unmasked Estep 
Score: -28127622.000000 Penalty: 6222.704590
	Iteration 45Q: 3 clusters Score -2.812762e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 258394 members 
Entering Unmasked Estep 
Score: -28127652.000000 Penalty: 6222.704590
	Iteration 46Q: 3 clusters Score -2.812765e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 258623 members 
Entering Unmasked Estep 
Score: -28127658.000000 Penalty: 6222.704590
	Iteration 47Q: 3 clusters Score -2.812766e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 258851 members 
Entering Unmasked Estep 
Score: -28127690.000000 Penalty: 6222.704590
	Iteration 48Q: 3 clusters Score -2.812769e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 259071 members 
Entering Unmasked Estep 
Score: -28127714.000000 Penalty: 6222.704590
	Iteration 49Q: 3 clusters Score -2.812771e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 259307 members 
Entering Unmasked Estep 
Score: -28127714.000000 Penalty: 6222.704590
	Iteration 50Q: 3 clusters Score -2.812771e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 259546 members 
Entering Unmasked Estep 
Score: -28127770.000000 Penalty: 6222.704590
	Iteration 51Q: 3 clusters Score -2.812777e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 259788 members 
Entering Unmasked Estep 
Score: -28127776.000000 Penalty: 6222.704590
	Iteration 52Q: 3 clusters Score -2.812778e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 260028 members 
Entering Unmasked Estep 
Score: -28127760.000000 Penalty: 6222.704590
	Iteration 53Q: 3 clusters Score -2.812776e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 260243 members 
Entering Unmasked Estep 
Score: -28127764.000000 Penalty: 6222.704590
	Iteration 54Q: 3 clusters Score -2.812776e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 260457 members 
Entering Unmasked Estep 
Score: -28127784.000000 Penalty: 6222.704590
	Iteration 55Q: 3 clusters Score -2.812778e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 260657 members 
Entering Unmasked Estep 
Score: -28127800.000000 Penalty: 6222.704590
	Iteration 56Q: 3 clusters Score -2.81278e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 260844 members 
Entering Unmasked Estep 
Score: -28127808.000000 Penalty: 6222.704590
	Iteration 57Q: 3 clusters Score -2.812781e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 261010 members 
Entering Unmasked Estep 
Score: -28127840.000000 Penalty: 6222.704590
	Iteration 58Q: 3 clusters Score -2.812784e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 261179 members 
Entering Unmasked Estep 
Score: -28127866.000000 Penalty: 6222.704590
	Iteration 59Q: 3 clusters Score -2.812787e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 261355 members 
Entering Unmasked Estep 
Score: -28127874.000000 Penalty: 6222.704590
	Iteration 60F: 3 clusters Score -2.812787e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 261523 members 
Entering Unmasked Estep 
Score: -28127892.000000 Penalty: 6222.704590
	Iteration 61Q: 3 clusters Score -2.812789e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 261673 members 
Entering Unmasked Estep 
Score: -28127892.000000 Penalty: 6222.704590
	Iteration 62Q: 3 clusters Score -2.812789e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 261813 members 
Entering Unmasked Estep 
Score: -28127882.000000 Penalty: 6222.704590
	Iteration 63Q: 3 clusters Score -2.812788e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 261962 members 
Entering Unmasked Estep 
Score: -28127928.000000 Penalty: 6222.704590
	Iteration 64Q: 3 clusters Score -2.812793e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 262119 members 
Entering Unmasked Estep 
Score: -28127958.000000 Penalty: 6222.704590
	Iteration 65Q: 3 clusters Score -2.812796e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 262276 members 
Entering Unmasked Estep 
Score: -28128032.000000 Penalty: 6222.704590
	Iteration 66Q: 3 clusters Score -2.812803e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 262446 members 
Entering Unmasked Estep 
Score: -28128088.000000 Penalty: 6222.704590
	Iteration 67Q: 3 clusters Score -2.812809e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 262596 members 
Entering Unmasked Estep 
Score: -28128076.000000 Penalty: 6222.704590
	Iteration 68Q: 3 clusters Score -2.812808e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 262741 members 
Entering Unmasked Estep 
Score: -28128100.000000 Penalty: 6222.704590
	Iteration 69Q: 3 clusters Score -2.81281e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 262877 members 
Entering Unmasked Estep 
Score: -28128112.000000 Penalty: 6222.704590
	Iteration 70Q: 3 clusters Score -2.812811e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 263021 members 
Entering Unmasked Estep 
Score: -28128088.000000 Penalty: 6222.704590
	Iteration 71Q: 3 clusters Score -2.812809e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 263167 members 
Entering Unmasked Estep 
Score: -28128006.000000 Penalty: 6222.704590
	Iteration 72Q: 3 clusters Score -2.812801e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 263312 members 
Entering Unmasked Estep 
Score: -28128002.000000 Penalty: 6222.704590
	Iteration 73Q: 3 clusters Score -2.8128e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 263456 members 
Entering Unmasked Estep 
Score: -28127988.000000 Penalty: 6222.704590
	Iteration 74Q: 3 clusters Score -2.812799e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 263594 members 
Entering Unmasked Estep 
Score: -28128010.000000 Penalty: 6222.704590
	Iteration 75Q: 3 clusters Score -2.812801e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 263722 members 
Entering Unmasked Estep 
Score: -28128036.000000 Penalty: 6222.704590
	Iteration 76Q: 3 clusters Score -2.812804e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 263823 members 
Entering Unmasked Estep 
Score: -28127982.000000 Penalty: 6222.704590
	Iteration 77Q: 3 clusters Score -2.812798e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 263924 members 
Entering Unmasked Estep 
Score: -28128018.000000 Penalty: 6222.704590
	Iteration 78Q: 3 clusters Score -2.812802e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 264016 members 
Entering Unmasked Estep 
Score: -28128032.000000 Penalty: 6222.704590
	Iteration 79Q: 3 clusters Score -2.812803e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 264103 members 
Entering Unmasked Estep 
Score: -28128030.000000 Penalty: 6222.704590
	Iteration 80F: 3 clusters Score -2.812803e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 264179 members 
Entering Unmasked Estep 
Score: -28128026.000000 Penalty: 6222.704590
	Iteration 81Q: 3 clusters Score -2.812803e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 264255 members 
Entering Unmasked Estep 
Score: -28128028.000000 Penalty: 6222.704590
	Iteration 82Q: 3 clusters Score -2.812803e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 264324 members 
Entering Unmasked Estep 
Score: -28128040.000000 Penalty: 6222.704590
	Iteration 83Q: 3 clusters Score -2.812804e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 264372 members 
Entering Unmasked Estep 
Score: -28128080.000000 Penalty: 6222.704590
	Iteration 84Q: 3 clusters Score -2.812808e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 264411 members 
Entering Unmasked Estep 
Score: -28128056.000000 Penalty: 6222.704590
	Iteration 85Q: 3 clusters Score -2.812806e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 264449 members 
Entering Unmasked Estep 
Score: -28128098.000000 Penalty: 6222.704590
	Iteration 86Q: 3 clusters Score -2.81281e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 264502 members 
Entering Unmasked Estep 
Score: -28128022.000000 Penalty: 6222.704590
	Iteration 87Q: 3 clusters Score -2.812802e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 264552 members 
Entering Unmasked Estep 
Score: -28128018.000000 Penalty: 6222.704590
	Iteration 88Q: 3 clusters Score -2.812802e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 264593 members 
Entering Unmasked Estep 
Score: -28128002.000000 Penalty: 6222.704590
	Iteration 89Q: 3 clusters Score -2.8128e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 264640 members 
Entering Unmasked Estep 
Score: -28128022.000000 Penalty: 6222.704590
	Iteration 90Q: 3 clusters Score -2.812802e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 264684 members 
Entering Unmasked Estep 
Score: -28128020.000000 Penalty: 6222.704590
	Iteration 91Q: 3 clusters Score -2.812802e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 264716 members 
Entering Unmasked Estep 
Score: -28128022.000000 Penalty: 6222.704590
	Iteration 92Q: 3 clusters Score -2.812802e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 264753 members 
Entering Unmasked Estep 
Score: -28128020.000000 Penalty: 6222.704590
	Iteration 93Q: 3 clusters Score -2.812802e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 264796 members 
Entering Unmasked Estep 
Score: -28128038.000000 Penalty: 6222.704590
	Iteration 94Q: 3 clusters Score -2.812804e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 264837 members 
Entering Unmasked Estep 
Score: -28128038.000000 Penalty: 6222.704590
	Iteration 95Q: 3 clusters Score -2.812804e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 264879 members 
Entering Unmasked Estep 
Score: -28128062.000000 Penalty: 6222.704590
	Iteration 96Q: 3 clusters Score -2.812806e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 264917 members 
Entering Unmasked Estep 
Score: -28128098.000000 Penalty: 6222.704590
	Iteration 97Q: 3 clusters Score -2.81281e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 264954 members 
Entering Unmasked Estep 
Score: -28128104.000000 Penalty: 6222.704590
	Iteration 98Q: 3 clusters Score -2.81281e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 264996 members 
Entering Unmasked Estep 
Score: -28128114.000000 Penalty: 6222.704590
	Iteration 99Q: 3 clusters Score -2.812811e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 265048 members 
Entering Unmasked Estep 
Score: -28128128.000000 Penalty: 6222.704590
	Iteration 100F: 3 clusters Score -2.812813e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 265095 members 
Entering Unmasked Estep 
Score: -28128126.000000 Penalty: 6222.704590
	Iteration 101Q: 3 clusters Score -2.812813e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 265141 members 
Entering Unmasked Estep 
Score: -28128140.000000 Penalty: 6222.704590
	Iteration 102Q: 3 clusters Score -2.812814e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 265187 members 
Entering Unmasked Estep 
Score: -28128112.000000 Penalty: 6222.704590
	Iteration 103Q: 3 clusters Score -2.812811e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 265236 members 
Entering Unmasked Estep 
Score: -28128106.000000 Penalty: 6222.704590
	Iteration 104Q: 3 clusters Score -2.812811e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 265282 members 
Entering Unmasked Estep 
Score: -28128162.000000 Penalty: 6222.704590
	Iteration 105Q: 3 clusters Score -2.812816e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 265320 members 
Entering Unmasked Estep 
Score: -28128160.000000 Penalty: 6222.704590
	Iteration 106Q: 3 clusters Score -2.812816e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 265353 members 
Entering Unmasked Estep 
Score: -28128152.000000 Penalty: 6222.704590
	Iteration 107Q: 3 clusters Score -2.812815e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 265384 members 
Entering Unmasked Estep 
Score: -28128154.000000 Penalty: 6222.704590
	Iteration 108Q: 3 clusters Score -2.812815e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 265419 members 
Entering Unmasked Estep 
Score: -28128154.000000 Penalty: 6222.704590
	Iteration 109Q: 3 clusters Score -2.812815e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 265459 members 
Entering Unmasked Estep 
Score: -28128126.000000 Penalty: 6222.704590
	Iteration 110Q: 3 clusters Score -2.812813e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 265500 members 
Entering Unmasked Estep 
Score: -28128144.000000 Penalty: 6222.704590
	Iteration 111Q: 3 clusters Score -2.812814e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 265541 members 
Entering Unmasked Estep 
Score: -28128156.000000 Penalty: 6222.704590
	Iteration 112Q: 3 clusters Score -2.812816e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 265584 members 
Entering Unmasked Estep 
Score: -28128146.000000 Penalty: 6222.704590
	Iteration 113Q: 3 clusters Score -2.812815e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 265623 members 
Entering Unmasked Estep 
Score: -28128138.000000 Penalty: 6222.704590
	Iteration 114Q: 3 clusters Score -2.812814e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 265671 members 
Entering Unmasked Estep 
Score: -28128146.000000 Penalty: 6222.704590
	Iteration 115Q: 3 clusters Score -2.812815e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 265719 members 
Entering Unmasked Estep 
Score: -28128138.000000 Penalty: 6222.704590
	Iteration 116Q: 3 clusters Score -2.812814e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 265759 members 
Entering Unmasked Estep 
Score: -28128140.000000 Penalty: 6222.704590
	Iteration 117Q: 3 clusters Score -2.812814e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 265792 members 
Entering Unmasked Estep 
Score: -28128152.000000 Penalty: 6222.704590
	Iteration 118Q: 3 clusters Score -2.812815e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 265823 members 
Entering Unmasked Estep 
Score: -28128146.000000 Penalty: 6222.704590
	Iteration 119Q: 3 clusters Score -2.812815e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 265854 members 
Entering Unmasked Estep 
Score: -28128176.000000 Penalty: 6222.704590
	Iteration 120F: 3 clusters Score -2.812818e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 265888 members 
Entering Unmasked Estep 
Score: -28128178.000000 Penalty: 6222.704590
	Iteration 121Q: 3 clusters Score -2.812818e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 265919 members 
Entering Unmasked Estep 
Score: -28128208.000000 Penalty: 6222.704590
	Iteration 122Q: 3 clusters Score -2.812821e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 265947 members 
Entering Unmasked Estep 
Score: -28128190.000000 Penalty: 6222.704590
	Iteration 123Q: 3 clusters Score -2.812819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 265971 members 
Entering Unmasked Estep 
Score: -28128186.000000 Penalty: 6222.704590
	Iteration 124Q: 3 clusters Score -2.812819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 265990 members 
Entering Unmasked Estep 
Score: -28128182.000000 Penalty: 6222.704590
	Iteration 125Q: 3 clusters Score -2.812818e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 266012 members 
Entering Unmasked Estep 
Score: -28128190.000000 Penalty: 6222.704590
	Iteration 126Q: 3 clusters Score -2.812819e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 266031 members 
Entering Unmasked Estep 
Score: -28128190.000000 Penalty: 6222.704590
	Iteration 127Q: 3 clusters Score -2.812819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 266046 members 
Entering Unmasked Estep 
Score: -28128206.000000 Penalty: 6222.704590
	Iteration 128Q: 3 clusters Score -2.812821e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 266065 members 
Entering Unmasked Estep 
Score: -28128188.000000 Penalty: 6222.704590
	Iteration 129Q: 3 clusters Score -2.812819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 266081 members 
Entering Unmasked Estep 
Score: -28128204.000000 Penalty: 6222.704590
	Iteration 130Q: 3 clusters Score -2.81282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 266104 members 
Entering Unmasked Estep 
Score: -28128240.000000 Penalty: 6222.704590
	Iteration 131Q: 3 clusters Score -2.812824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 266129 members 
Entering Unmasked Estep 
Score: -28128250.000000 Penalty: 6222.704590
	Iteration 132Q: 3 clusters Score -2.812825e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 266151 members 
Entering Unmasked Estep 
Score: -28128268.000000 Penalty: 6222.704590
	Iteration 133Q: 3 clusters Score -2.812827e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 266176 members 
Entering Unmasked Estep 
Score: -28128268.000000 Penalty: 6222.704590
	Iteration 134Q: 3 clusters Score -2.812827e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 266203 members 
Entering Unmasked Estep 
Score: -28128262.000000 Penalty: 6222.704590
	Iteration 135Q: 3 clusters Score -2.812826e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 266226 members 
Entering Unmasked Estep 
Score: -28128266.000000 Penalty: 6222.704590
	Iteration 136Q: 3 clusters Score -2.812827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 266249 members 
Entering Unmasked Estep 
Score: -28128260.000000 Penalty: 6222.704590
	Iteration 137Q: 3 clusters Score -2.812826e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 266284 members 
Entering Unmasked Estep 
Score: -28128266.000000 Penalty: 6222.704590
	Iteration 138Q: 3 clusters Score -2.812827e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 266313 members 
Entering Unmasked Estep 
Score: -28128280.000000 Penalty: 6222.704590
	Iteration 139Q: 3 clusters Score -2.812828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 266344 members 
Entering Unmasked Estep 
Score: -28128286.000000 Penalty: 6222.704590
	Iteration 140F: 3 clusters Score -2.812829e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 266376 members 
Entering Unmasked Estep 
Score: -28128272.000000 Penalty: 6222.704590
	Iteration 141Q: 3 clusters Score -2.812827e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 266406 members 
Entering Unmasked Estep 
Score: -28128310.000000 Penalty: 6222.704590
	Iteration 142Q: 3 clusters Score -2.812831e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 266440 members 
Entering Unmasked Estep 
Score: -28128290.000000 Penalty: 6222.704590
	Iteration 143Q: 3 clusters Score -2.812829e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 266471 members 
Entering Unmasked Estep 
Score: -28128312.000000 Penalty: 6222.704590
	Iteration 144Q: 3 clusters Score -2.812831e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 266507 members 
Entering Unmasked Estep 
Score: -28128310.000000 Penalty: 6222.704590
	Iteration 145Q: 3 clusters Score -2.812831e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 266536 members 
Entering Unmasked Estep 
Score: -28128368.000000 Penalty: 6222.704590
	Iteration 146Q: 3 clusters Score -2.812837e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 266566 members 
Entering Unmasked Estep 
Score: -28128358.000000 Penalty: 6222.704590
	Iteration 147Q: 3 clusters Score -2.812836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 266586 members 
Entering Unmasked Estep 
Score: -28128394.000000 Penalty: 6222.704590
	Iteration 148Q: 3 clusters Score -2.812839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 266607 members 
Entering Unmasked Estep 
Score: -28128408.000000 Penalty: 6222.704590
	Iteration 149Q: 3 clusters Score -2.812841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 266620 members 
Entering Unmasked Estep 
Score: -28128406.000000 Penalty: 6222.704590
	Iteration 150Q: 3 clusters Score -2.812841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 266635 members 
Entering Unmasked Estep 
Score: -28128398.000000 Penalty: 6222.704590
	Iteration 151Q: 3 clusters Score -2.81284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 266652 members 
Entering Unmasked Estep 
Score: -28128426.000000 Penalty: 6222.704590
	Iteration 152Q: 3 clusters Score -2.812843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 266665 members 
Entering Unmasked Estep 
Score: -28128414.000000 Penalty: 6222.704590
	Iteration 153Q: 3 clusters Score -2.812841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 266683 members 
Entering Unmasked Estep 
Score: -28128404.000000 Penalty: 6222.704590
	Iteration 154Q: 3 clusters Score -2.81284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 266704 members 
Entering Unmasked Estep 
Score: -28128442.000000 Penalty: 6222.704590
	Iteration 155Q: 3 clusters Score -2.812844e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 266732 members 
Entering Unmasked Estep 
Score: -28128448.000000 Penalty: 6222.704590
	Iteration 156Q: 3 clusters Score -2.812845e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 266763 members 
Entering Unmasked Estep 
Score: -28128420.000000 Penalty: 6222.704590
	Iteration 157Q: 3 clusters Score -2.812842e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 266794 members 
Entering Unmasked Estep 
Score: -28128424.000000 Penalty: 6222.704590
	Iteration 158Q: 3 clusters Score -2.812842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 266824 members 
Entering Unmasked Estep 
Score: -28128422.000000 Penalty: 6222.704590
	Iteration 159Q: 3 clusters Score -2.812842e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 266847 members 
Entering Unmasked Estep 
Score: -28128408.000000 Penalty: 6222.704590
	Iteration 160F: 3 clusters Score -2.812841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 266865 members 
Entering Unmasked Estep 
Score: -28128402.000000 Penalty: 6222.704590
	Iteration 161Q: 3 clusters Score -2.81284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 266887 members 
Entering Unmasked Estep 
Score: -28128392.000000 Penalty: 6222.704590
	Iteration 162Q: 3 clusters Score -2.812839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 266903 members 
Entering Unmasked Estep 
Score: -28128390.000000 Penalty: 6222.704590
	Iteration 163Q: 3 clusters Score -2.812839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 266919 members 
Entering Unmasked Estep 
Score: -28128408.000000 Penalty: 6222.704590
	Iteration 164Q: 3 clusters Score -2.812841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 266936 members 
Entering Unmasked Estep 
Score: -28128392.000000 Penalty: 6222.704590
	Iteration 165Q: 3 clusters Score -2.812839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 266948 members 
Entering Unmasked Estep 
Score: -28128386.000000 Penalty: 6222.704590
	Iteration 166Q: 3 clusters Score -2.812839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 266963 members 
Entering Unmasked Estep 
Score: -28128398.000000 Penalty: 6222.704590
	Iteration 167Q: 3 clusters Score -2.81284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 266987 members 
Entering Unmasked Estep 
Score: -28128396.000000 Penalty: 6222.704590
	Iteration 168Q: 3 clusters Score -2.81284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 267011 members 
Entering Unmasked Estep 
Score: -28128412.000000 Penalty: 6222.704590
	Iteration 169Q: 3 clusters Score -2.812841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 267029 members 
Entering Unmasked Estep 
Score: -28128404.000000 Penalty: 6222.704590
	Iteration 170Q: 3 clusters Score -2.81284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 267048 members 
Entering Unmasked Estep 
Score: -28128424.000000 Penalty: 6222.704590
	Iteration 171Q: 3 clusters Score -2.812842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 267071 members 
Entering Unmasked Estep 
Score: -28128424.000000 Penalty: 6222.704590
	Iteration 172Q: 3 clusters Score -2.812842e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 267096 members 
Entering Unmasked Estep 
Score: -28128432.000000 Penalty: 6222.704590
	Iteration 173Q: 3 clusters Score -2.812843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 267114 members 
Entering Unmasked Estep 
Score: -28128440.000000 Penalty: 6222.704590
	Iteration 174Q: 3 clusters Score -2.812844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 267134 members 
Entering Unmasked Estep 
Score: -28128440.000000 Penalty: 6222.704590
	Iteration 175Q: 3 clusters Score -2.812844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 267150 members 
Entering Unmasked Estep 
Score: -28128438.000000 Penalty: 6222.704590
	Iteration 176Q: 3 clusters Score -2.812844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 267172 members 
Entering Unmasked Estep 
Score: -28128422.000000 Penalty: 6222.704590
	Iteration 177Q: 3 clusters Score -2.812842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 267192 members 
Entering Unmasked Estep 
Score: -28128418.000000 Penalty: 6222.704590
	Iteration 178Q: 3 clusters Score -2.812842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 267211 members 
Entering Unmasked Estep 
Score: -28128414.000000 Penalty: 6222.704590
	Iteration 179Q: 3 clusters Score -2.812841e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 267230 members 
Entering Unmasked Estep 
Score: -28128440.000000 Penalty: 6222.704590
	Iteration 180F: 3 clusters Score -2.812844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 267249 members 
Entering Unmasked Estep 
Score: -28128418.000000 Penalty: 6222.704590
	Iteration 181Q: 3 clusters Score -2.812842e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 267274 members 
Entering Unmasked Estep 
Score: -28128402.000000 Penalty: 6222.704590
	Iteration 182Q: 3 clusters Score -2.81284e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 267306 members 
Entering Unmasked Estep 
Score: -28128390.000000 Penalty: 6222.704590
	Iteration 183Q: 3 clusters Score -2.812839e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 267345 members 
Entering Unmasked Estep 
Score: -28128376.000000 Penalty: 6222.704590
	Iteration 184Q: 3 clusters Score -2.812838e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 267384 members 
Entering Unmasked Estep 
Score: -28128392.000000 Penalty: 6222.704590
	Iteration 185Q: 3 clusters Score -2.812839e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 267430 members 
Entering Unmasked Estep 
Score: -28128378.000000 Penalty: 6222.704590
	Iteration 186Q: 3 clusters Score -2.812838e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 267462 members 
Entering Unmasked Estep 
Score: -28128420.000000 Penalty: 6222.704590
	Iteration 187Q: 3 clusters Score -2.812842e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 267497 members 
Entering Unmasked Estep 
Score: -28128412.000000 Penalty: 6222.704590
	Iteration 188Q: 3 clusters Score -2.812841e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 267529 members 
Entering Unmasked Estep 
Score: -28128402.000000 Penalty: 6222.704590
	Iteration 189Q: 3 clusters Score -2.81284e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 267563 members 
Entering Unmasked Estep 
Score: -28128406.000000 Penalty: 6222.704590
	Iteration 190Q: 3 clusters Score -2.812841e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 267583 members 
Entering Unmasked Estep 
Score: -28128406.000000 Penalty: 6222.704590
	Iteration 191Q: 3 clusters Score -2.812841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 267602 members 
Entering Unmasked Estep 
Score: -28128386.000000 Penalty: 6222.704590
	Iteration 192Q: 3 clusters Score -2.812839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 267622 members 
Entering Unmasked Estep 
Score: -28128402.000000 Penalty: 6222.704590
	Iteration 193Q: 3 clusters Score -2.81284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 267633 members 
Entering Unmasked Estep 
Score: -28128386.000000 Penalty: 6222.704590
	Iteration 194Q: 3 clusters Score -2.812839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 267642 members 
Entering Unmasked Estep 
Score: -28128370.000000 Penalty: 6222.704590
	Iteration 195Q: 3 clusters Score -2.812837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 267650 members 
Entering Unmasked Estep 
Score: -28128394.000000 Penalty: 6222.704590
	Iteration 196Q: 3 clusters Score -2.812839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 267656 members 
Entering Unmasked Estep 
Score: -28128374.000000 Penalty: 6222.704590
	Iteration 197Q: 3 clusters Score -2.812837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 267663 members 
Entering Unmasked Estep 
Score: -28128380.000000 Penalty: 6222.704590
	Iteration 198Q: 3 clusters Score -2.812838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 267671 members 
Entering Unmasked Estep 
Score: -28128394.000000 Penalty: 6222.704590
	Iteration 199Q: 3 clusters Score -2.812839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 267677 members 
Entering Unmasked Estep 
Score: -28128380.000000 Penalty: 6222.704590
	Iteration 200F: 3 clusters Score -2.812838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 267679 members 
Entering Unmasked Estep 
Score: -28128386.000000 Penalty: 6222.704590
	Iteration 201Q: 3 clusters Score -2.812839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 267680 members 
Entering Unmasked Estep 
Score: -28128384.000000 Penalty: 6222.704590
	Iteration 202Q: 3 clusters Score -2.812838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 267682 members 
Entering Unmasked Estep 
Score: -28128390.000000 Penalty: 6222.704590
	Iteration 203Q: 3 clusters Score -2.812839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 267684 members 
Entering Unmasked Estep 
Score: -28128406.000000 Penalty: 6222.704590
	Iteration 204Q: 3 clusters Score -2.812841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 267686 members 
Entering Unmasked Estep 
Score: -28128418.000000 Penalty: 6222.704590
	Iteration 205Q: 3 clusters Score -2.812842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 267689 members 
Entering Unmasked Estep 
Score: -28128404.000000 Penalty: 6222.704590
	Iteration 206Q: 3 clusters Score -2.81284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 267689 members 
Entering Unmasked Estep 
Score: -28128404.000000 Penalty: 6222.704590
	Iteration 207F: 3 clusters Score -2.81284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Entering Unmasked Estep 
Score: -1021735.812500 Penalty: 2290.916260
	Iteration 0F: 2 clusters Score -1021736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1013980.187500 Penalty: 4581.832520
	Iteration 0F: 3 clusters Score -1013980 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1016247.625000 Penalty: 4581.832520
	Iteration 1F: 3 clusters Score -1016248 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1016577.937500 Penalty: 4581.832520
	Iteration 2F: 3 clusters Score -1016578 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1016805.125000 Penalty: 4581.832520
	Iteration 3Q: 3 clusters Score -1016805 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1017006.937500 Penalty: 4581.832520
	Iteration 4Q: 3 clusters Score -1017007 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1017219.875000 Penalty: 4581.832520
	Iteration 5Q: 3 clusters Score -1017220 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1017453.500000 Penalty: 4581.832520
	Iteration 6Q: 3 clusters Score -1017454 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1017665.812500 Penalty: 4581.832520
	Iteration 7Q: 3 clusters Score -1017666 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1017897.562500 Penalty: 4581.832520
	Iteration 8Q: 3 clusters Score -1017898 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1018127.437500 Penalty: 4581.832520
	Iteration 9Q: 3 clusters Score -1018127 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1018398.125000 Penalty: 4581.832520
	Iteration 10Q: 3 clusters Score -1018398 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1018674.437500 Penalty: 4581.832520
	Iteration 11Q: 3 clusters Score -1018674 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1018903.312500 Penalty: 4581.832520
	Iteration 12Q: 3 clusters Score -1018903 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1019066.187500 Penalty: 4581.832520
	Iteration 13Q: 3 clusters Score -1019066 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1019193.312500 Penalty: 4581.832520
	Iteration 14Q: 3 clusters Score -1019193 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1019293.875000 Penalty: 4581.832520
	Iteration 15Q: 3 clusters Score -1019294 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1019370.750000 Penalty: 4581.832520
	Iteration 16Q: 3 clusters Score -1019371 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1019432.250000 Penalty: 4581.832520
	Iteration 17Q: 3 clusters Score -1019432 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1019476.812500 Penalty: 4581.832520
	Iteration 18Q: 3 clusters Score -1019477 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1019508.125000 Penalty: 4581.832520
	Iteration 19Q: 3 clusters Score -1019508 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1019531.312500 Penalty: 4581.832520
	Iteration 20F: 3 clusters Score -1019531 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1019552.312500 Penalty: 4581.832520
	Iteration 21Q: 3 clusters Score -1019552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1019567.375000 Penalty: 4581.832520
	Iteration 22Q: 3 clusters Score -1019567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1019579.000000 Penalty: 4581.832520
	Iteration 23Q: 3 clusters Score -1019579 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1019590.562500 Penalty: 4581.832520
	Iteration 24Q: 3 clusters Score -1019591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1019598.250000 Penalty: 4581.832520
	Iteration 25Q: 3 clusters Score -1019598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1019600.937500 Penalty: 4581.832520
	Iteration 26Q: 3 clusters Score -1019601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1019600.812500 Penalty: 4581.832520
	Iteration 27Q: 3 clusters Score -1019601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1019602.750000 Penalty: 4581.832520
	Iteration 28Q: 3 clusters Score -1019603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1019604.750000 Penalty: 4581.832520
	Iteration 29Q: 3 clusters Score -1019605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1019606.000000 Penalty: 4581.832520
	Iteration 30Q: 3 clusters Score -1019606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1019607.937500 Penalty: 4581.832520
	Iteration 31Q: 3 clusters Score -1019608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1019608.375000 Penalty: 4581.832520
	Iteration 32Q: 3 clusters Score -1019608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1019611.125000 Penalty: 4581.832520
	Iteration 33Q: 3 clusters Score -1019611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1019612.875000 Penalty: 4581.832520
	Iteration 34Q: 3 clusters Score -1019613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1019613.625000 Penalty: 4581.832520
	Iteration 35Q: 3 clusters Score -1019614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1019613.562500 Penalty: 4581.832520
	Iteration 36Q: 3 clusters Score -1019614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1019617.875000 Penalty: 4581.832520
	Iteration 37Q: 3 clusters Score -1019618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1019620.250000 Penalty: 4581.832520
	Iteration 38Q: 3 clusters Score -1019620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1019623.312500 Penalty: 4581.832520
	Iteration 39Q: 3 clusters Score -1019623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1019627.500000 Penalty: 4581.832520
	Iteration 40F: 3 clusters Score -1019628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1019628.187500 Penalty: 4581.832520
	Iteration 41Q: 3 clusters Score -1019628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1019625.875000 Penalty: 4581.832520
	Iteration 42Q: 3 clusters Score -1019626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1019630.500000 Penalty: 4581.832520
	Iteration 43Q: 3 clusters Score -1019630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1019631.000000 Penalty: 4581.832520
	Iteration 44Q: 3 clusters Score -1019631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1019631.625000 Penalty: 4581.832520
	Iteration 45Q: 3 clusters Score -1019632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1019633.375000 Penalty: 4581.832520
	Iteration 46Q: 3 clusters Score -1019633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1019635.687500 Penalty: 4581.832520
	Iteration 47Q: 3 clusters Score -1019636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1019636.500000 Penalty: 4581.832520
	Iteration 48Q: 3 clusters Score -1019636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1019638.187500 Penalty: 4581.832520
	Iteration 49Q: 3 clusters Score -1019638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1019637.375000 Penalty: 4581.832520
	Iteration 50Q: 3 clusters Score -1019637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1019636.250000 Penalty: 4581.832520
	Iteration 51Q: 3 clusters Score -1019636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1019638.000000 Penalty: 4581.832520
	Iteration 52Q: 3 clusters Score -1019638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1019638.812500 Penalty: 4581.832520
	Iteration 53Q: 3 clusters Score -1019639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1019642.812500 Penalty: 4581.832520
	Iteration 54Q: 3 clusters Score -1019643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1019642.062500 Penalty: 4581.832520
	Iteration 55Q: 3 clusters Score -1019642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1019646.187500 Penalty: 4581.832520
	Iteration 56Q: 3 clusters Score -1019646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1019646.625000 Penalty: 4581.832520
	Iteration 57Q: 3 clusters Score -1019647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1019649.812500 Penalty: 4581.832520
	Iteration 58Q: 3 clusters Score -1019650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1019651.687500 Penalty: 4581.832520
	Iteration 59Q: 3 clusters Score -1019652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1019651.062500 Penalty: 4581.832520
	Iteration 60F: 3 clusters Score -1019651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1019653.937500 Penalty: 4581.832520
	Iteration 61Q: 3 clusters Score -1019654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1019652.750000 Penalty: 4581.832520
	Iteration 62Q: 3 clusters Score -1019653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1019651.500000 Penalty: 4581.832520
	Iteration 63Q: 3 clusters Score -1019652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1019654.812500 Penalty: 4581.832520
	Iteration 64Q: 3 clusters Score -1019655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1019654.187500 Penalty: 4581.832520
	Iteration 65Q: 3 clusters Score -1019654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1019656.250000 Penalty: 4581.832520
	Iteration 66Q: 3 clusters Score -1019656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1019657.125000 Penalty: 4581.832520
	Iteration 67Q: 3 clusters Score -1019657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1019661.812500 Penalty: 4581.832520
	Iteration 68Q: 3 clusters Score -1019662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1019663.562500 Penalty: 4581.832520
	Iteration 69Q: 3 clusters Score -1019664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1019665.187500 Penalty: 4581.832520
	Iteration 70Q: 3 clusters Score -1019665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1019668.750000 Penalty: 4581.832520
	Iteration 71Q: 3 clusters Score -1019669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1019672.562500 Penalty: 4581.832520
	Iteration 72Q: 3 clusters Score -1019673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1019677.687500 Penalty: 4581.832520
	Iteration 73Q: 3 clusters Score -1019678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1019679.062500 Penalty: 4581.832520
	Iteration 74Q: 3 clusters Score -1019679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1019681.187500 Penalty: 4581.832520
	Iteration 75Q: 3 clusters Score -1019681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1019682.875000 Penalty: 4581.832520
	Iteration 76Q: 3 clusters Score -1019683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1019682.750000 Penalty: 4581.832520
	Iteration 77Q: 3 clusters Score -1019683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1019685.187500 Penalty: 4581.832520
	Iteration 78Q: 3 clusters Score -1019685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1019687.000000 Penalty: 4581.832520
	Iteration 79Q: 3 clusters Score -1019687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1019689.687500 Penalty: 4581.832520
	Iteration 80F: 3 clusters Score -1019690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1019691.500000 Penalty: 4581.832520
	Iteration 81Q: 3 clusters Score -1019692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1019691.312500 Penalty: 4581.832520
	Iteration 82Q: 3 clusters Score -1019691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1019693.187500 Penalty: 4581.832520
	Iteration 83Q: 3 clusters Score -1019693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1019695.562500 Penalty: 4581.832520
	Iteration 84Q: 3 clusters Score -1019696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1019697.750000 Penalty: 4581.832520
	Iteration 85Q: 3 clusters Score -1019698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1019702.312500 Penalty: 4581.832520
	Iteration 86Q: 3 clusters Score -1019702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1019706.812500 Penalty: 4581.832520
	Iteration 87Q: 3 clusters Score -1019707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1019708.812500 Penalty: 4581.832520
	Iteration 88Q: 3 clusters Score -1019709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1019712.187500 Penalty: 4581.832520
	Iteration 89Q: 3 clusters Score -1019712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1019716.750000 Penalty: 4581.832520
	Iteration 90Q: 3 clusters Score -1019717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1019722.375000 Penalty: 4581.832520
	Iteration 91Q: 3 clusters Score -1019722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1019722.750000 Penalty: 4581.832520
	Iteration 92Q: 3 clusters Score -1019723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1019725.187500 Penalty: 4581.832520
	Iteration 93Q: 3 clusters Score -1019725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1019727.875000 Penalty: 4581.832520
	Iteration 94Q: 3 clusters Score -1019728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1019730.500000 Penalty: 4581.832520
	Iteration 95Q: 3 clusters Score -1019730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1019734.062500 Penalty: 4581.832520
	Iteration 96Q: 3 clusters Score -1019734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1019741.062500 Penalty: 4581.832520
	Iteration 97Q: 3 clusters Score -1019741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1019743.937500 Penalty: 4581.832520
	Iteration 98Q: 3 clusters Score -1019744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1019751.187500 Penalty: 4581.832520
	Iteration 99Q: 3 clusters Score -1019751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1019755.875000 Penalty: 4581.832520
	Iteration 100F: 3 clusters Score -1019756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1019764.375000 Penalty: 4581.832520
	Iteration 101Q: 3 clusters Score -1019764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1019770.812500 Penalty: 4581.832520
	Iteration 102Q: 3 clusters Score -1019771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1019776.687500 Penalty: 4581.832520
	Iteration 103Q: 3 clusters Score -1019777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1019783.687500 Penalty: 4581.832520
	Iteration 104Q: 3 clusters Score -1019784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1019790.187500 Penalty: 4581.832520
	Iteration 105Q: 3 clusters Score -1019790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1019802.125000 Penalty: 4581.832520
	Iteration 106Q: 3 clusters Score -1019802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1019805.375000 Penalty: 4581.832520
	Iteration 107Q: 3 clusters Score -1019805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1019812.437500 Penalty: 4581.832520
	Iteration 108Q: 3 clusters Score -1019812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1019819.937500 Penalty: 4581.832520
	Iteration 109Q: 3 clusters Score -1019820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1019820.250000 Penalty: 4581.832520
	Iteration 110Q: 3 clusters Score -1019820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1019824.375000 Penalty: 4581.832520
	Iteration 111Q: 3 clusters Score -1019824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1019833.500000 Penalty: 4581.832520
	Iteration 112Q: 3 clusters Score -1019834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1019836.875000 Penalty: 4581.832520
	Iteration 113Q: 3 clusters Score -1019837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1019838.562500 Penalty: 4581.832520
	Iteration 114Q: 3 clusters Score -1019839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1019845.937500 Penalty: 4581.832520
	Iteration 115Q: 3 clusters Score -1019846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1019846.875000 Penalty: 4581.832520
	Iteration 116Q: 3 clusters Score -1019847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1019849.937500 Penalty: 4581.832520
	Iteration 117Q: 3 clusters Score -1019850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1019851.187500 Penalty: 4581.832520
	Iteration 118Q: 3 clusters Score -1019851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1019854.750000 Penalty: 4581.832520
	Iteration 119Q: 3 clusters Score -1019855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1019855.062500 Penalty: 4581.832520
	Iteration 120F: 3 clusters Score -1019855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1019857.750000 Penalty: 4581.832520
	Iteration 121Q: 3 clusters Score -1019858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1019860.500000 Penalty: 4581.832520
	Iteration 122Q: 3 clusters Score -1019860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1019861.750000 Penalty: 4581.832520
	Iteration 123Q: 3 clusters Score -1019862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1019864.000000 Penalty: 4581.832520
	Iteration 124Q: 3 clusters Score -1019864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1019871.562500 Penalty: 4581.832520
	Iteration 125Q: 3 clusters Score -1019872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1019876.687500 Penalty: 4581.832520
	Iteration 126Q: 3 clusters Score -1019877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1019880.312500 Penalty: 4581.832520
	Iteration 127Q: 3 clusters Score -1019880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1019883.437500 Penalty: 4581.832520
	Iteration 128Q: 3 clusters Score -1019883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1019885.875000 Penalty: 4581.832520
	Iteration 129Q: 3 clusters Score -1019886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1019885.562500 Penalty: 4581.832520
	Iteration 130Q: 3 clusters Score -1019886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1019888.687500 Penalty: 4581.832520
	Iteration 131Q: 3 clusters Score -1019889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1019889.062500 Penalty: 4581.832520
	Iteration 132Q: 3 clusters Score -1019889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1019891.562500 Penalty: 4581.832520
	Iteration 133Q: 3 clusters Score -1019892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1019895.812500 Penalty: 4581.832520
	Iteration 134Q: 3 clusters Score -1019896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1019896.500000 Penalty: 4581.832520
	Iteration 135Q: 3 clusters Score -1019896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1019896.812500 Penalty: 4581.832520
	Iteration 136Q: 3 clusters Score -1019897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1019899.187500 Penalty: 4581.832520
	Iteration 137Q: 3 clusters Score -1019899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1019900.187500 Penalty: 4581.832520
	Iteration 138Q: 3 clusters Score -1019900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1019902.312500 Penalty: 4581.832520
	Iteration 139Q: 3 clusters Score -1019902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1019901.750000 Penalty: 4581.832520
	Iteration 140F: 3 clusters Score -1019902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1019903.750000 Penalty: 4581.832520
	Iteration 141Q: 3 clusters Score -1019904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1019905.875000 Penalty: 4581.832520
	Iteration 142Q: 3 clusters Score -1019906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1019906.937500 Penalty: 4581.832520
	Iteration 143Q: 3 clusters Score -1019907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1019907.312500 Penalty: 4581.832520
	Iteration 144Q: 3 clusters Score -1019907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1019909.687500 Penalty: 4581.832520
	Iteration 145Q: 3 clusters Score -1019910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1019911.437500 Penalty: 4581.832520
	Iteration 146Q: 3 clusters Score -1019911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1019911.187500 Penalty: 4581.832520
	Iteration 147Q: 3 clusters Score -1019911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1019911.187500 Penalty: 4581.832520
	Iteration 148F: 3 clusters Score -1019911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (209646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209646 members 
Entering Unmasked Estep 
Score: -21106394.000000 Penalty: 3038.787598
	Iteration 0F: 2 clusters Score -2.110639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105049 members 
Mstep: Class 2 contains 104597 members 
Entering Unmasked Estep 
Score: -20966322.000000 Penalty: 6077.575195
	Iteration 0F: 3 clusters Score -2.096632e+07 nChanged 100997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109296 members 
Mstep: Class 2 contains 100350 members 
Entering Unmasked Estep 
Score: -21025160.000000 Penalty: 6077.575195
	Iteration 1F: 3 clusters Score -2.102516e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111763 members 
Mstep: Class 2 contains 97883 members 
Entering Unmasked Estep 
Score: -21026414.000000 Penalty: 6077.575195
	Iteration 2Q: 3 clusters Score -2.102641e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115549 members 
Mstep: Class 2 contains 94097 members 
Entering Unmasked Estep 
Score: -21028172.000000 Penalty: 6077.575195
	Iteration 3Q: 3 clusters Score -2.102817e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121512 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -21031198.000000 Penalty: 6077.575195
	Iteration 4Q: 3 clusters Score -2.10312e+07 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130487 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -21036358.000000 Penalty: 6077.575195
	Iteration 5Q: 3 clusters Score -2.103636e+07 nChanged 13440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143025 members 
Mstep: Class 2 contains 66621 members 
Entering Unmasked Estep 
Score: -21044796.000000 Penalty: 6077.575195
	Iteration 6F: 3 clusters Score -2.10448e+07 nChanged 16384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158885 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -21057874.000000 Penalty: 6077.575195
	Iteration 7F: 3 clusters Score -2.105787e+07 nChanged 17011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175630 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -21073528.000000 Penalty: 6077.575195
	Iteration 8F: 3 clusters Score -2.107353e+07 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188959 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -21086200.000000 Penalty: 6077.575195
	Iteration 9F: 3 clusters Score -2.10862e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197262 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -21093884.000000 Penalty: 6077.575195
	Iteration 10Q: 3 clusters Score -2.109388e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201792 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -21098110.000000 Penalty: 6077.575195
	Iteration 11Q: 3 clusters Score -2.109811e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204345 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -21100356.000000 Penalty: 6077.575195
	Iteration 12Q: 3 clusters Score -2.110036e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205882 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -21101720.000000 Penalty: 6077.575195
	Iteration 13Q: 3 clusters Score -2.110172e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206806 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -21102540.000000 Penalty: 6077.575195
	Iteration 14Q: 3 clusters Score -2.110254e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207418 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -21102926.000000 Penalty: 6077.575195
	Iteration 15Q: 3 clusters Score -2.110293e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207783 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -21103182.000000 Penalty: 6077.575195
	Iteration 16Q: 3 clusters Score -2.110318e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208042 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -21103338.000000 Penalty: 6077.575195
	Iteration 17Q: 3 clusters Score -2.110334e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208223 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -21103454.000000 Penalty: 6077.575195
	Iteration 18Q: 3 clusters Score -2.110345e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208355 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -21103592.000000 Penalty: 6077.575195
	Iteration 19Q: 3 clusters Score -2.110359e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208439 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -21103654.000000 Penalty: 6077.575195
	Iteration 20F: 3 clusters Score -2.110365e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208501 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -21103688.000000 Penalty: 6077.575195
	Iteration 21Q: 3 clusters Score -2.110369e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208557 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -21103744.000000 Penalty: 6077.575195
	Iteration 22Q: 3 clusters Score -2.110374e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208607 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -21103792.000000 Penalty: 6077.575195
	Iteration 23Q: 3 clusters Score -2.110379e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208645 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -21103802.000000 Penalty: 6077.575195
	Iteration 24Q: 3 clusters Score -2.11038e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208674 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -21103814.000000 Penalty: 6077.575195
	Iteration 25Q: 3 clusters Score -2.110381e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208702 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -21103804.000000 Penalty: 6077.575195
	Iteration 26Q: 3 clusters Score -2.11038e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208732 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -21103790.000000 Penalty: 6077.575195
	Iteration 27Q: 3 clusters Score -2.110379e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208761 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -21103798.000000 Penalty: 6077.575195
	Iteration 28Q: 3 clusters Score -2.11038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208778 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -21103794.000000 Penalty: 6077.575195
	Iteration 29Q: 3 clusters Score -2.110379e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208789 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -21103816.000000 Penalty: 6077.575195
	Iteration 30Q: 3 clusters Score -2.110382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208798 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -21103826.000000 Penalty: 6077.575195
	Iteration 31Q: 3 clusters Score -2.110383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208806 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -21103840.000000 Penalty: 6077.575195
	Iteration 32Q: 3 clusters Score -2.110384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208809 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -21103826.000000 Penalty: 6077.575195
	Iteration 33Q: 3 clusters Score -2.110383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208815 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -21103828.000000 Penalty: 6077.575195
	Iteration 34Q: 3 clusters Score -2.110383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208820 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -21103824.000000 Penalty: 6077.575195
	Iteration 35Q: 3 clusters Score -2.110382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208824 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -21103834.000000 Penalty: 6077.575195
	Iteration 36Q: 3 clusters Score -2.110383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208829 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -21103840.000000 Penalty: 6077.575195
	Iteration 37Q: 3 clusters Score -2.110384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208834 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -21103838.000000 Penalty: 6077.575195
	Iteration 38Q: 3 clusters Score -2.110384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208837 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -21103838.000000 Penalty: 6077.575195
	Iteration 39Q: 3 clusters Score -2.110384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208839 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -21103848.000000 Penalty: 6077.575195
	Iteration 40F: 3 clusters Score -2.110385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208842 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -21103842.000000 Penalty: 6077.575195
	Iteration 41Q: 3 clusters Score -2.110384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208847 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -21103850.000000 Penalty: 6077.575195
	Iteration 42Q: 3 clusters Score -2.110385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208853 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -21103858.000000 Penalty: 6077.575195
	Iteration 43Q: 3 clusters Score -2.110386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208858 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -21103852.000000 Penalty: 6077.575195
	Iteration 44Q: 3 clusters Score -2.110385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208865 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -21103842.000000 Penalty: 6077.575195
	Iteration 45Q: 3 clusters Score -2.110384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208872 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -21103852.000000 Penalty: 6077.575195
	Iteration 46Q: 3 clusters Score -2.110385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208874 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -21103854.000000 Penalty: 6077.575195
	Iteration 47Q: 3 clusters Score -2.110385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208874 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -21103854.000000 Penalty: 6077.575195
	Iteration 48F: 3 clusters Score -2.110385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Entering Unmasked Estep 
Score: -847937.875000 Penalty: 2242.249756
	Iteration 0F: 2 clusters Score -847937.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -841229.062500 Penalty: 4484.499512
	Iteration 0F: 3 clusters Score -841229.1 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -843173.125000 Penalty: 4484.499512
	Iteration 1F: 3 clusters Score -843173.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -843572.937500 Penalty: 4484.499512
	Iteration 2F: 3 clusters Score -843572.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -843966.687500 Penalty: 4484.499512
	Iteration 3F: 3 clusters Score -843966.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -844335.125000 Penalty: 4484.499512
	Iteration 4F: 3 clusters Score -844335.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -844674.937500 Penalty: 4484.499512
	Iteration 5F: 3 clusters Score -844674.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -844965.312500 Penalty: 4484.499512
	Iteration 6Q: 3 clusters Score -844965.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -845188.187500 Penalty: 4484.499512
	Iteration 7Q: 3 clusters Score -845188.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -845356.937500 Penalty: 4484.499512
	Iteration 8Q: 3 clusters Score -845356.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -845499.687500 Penalty: 4484.499512
	Iteration 9Q: 3 clusters Score -845499.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -845632.812500 Penalty: 4484.499512
	Iteration 10Q: 3 clusters Score -845632.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -845744.125000 Penalty: 4484.499512
	Iteration 11Q: 3 clusters Score -845744.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -845845.875000 Penalty: 4484.499512
	Iteration 12Q: 3 clusters Score -845845.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -845920.125000 Penalty: 4484.499512
	Iteration 13Q: 3 clusters Score -845920.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -845974.250000 Penalty: 4484.499512
	Iteration 14Q: 3 clusters Score -845974.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -846020.125000 Penalty: 4484.499512
	Iteration 15Q: 3 clusters Score -846020.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -846058.562500 Penalty: 4484.499512
	Iteration 16Q: 3 clusters Score -846058.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -846082.062500 Penalty: 4484.499512
	Iteration 17Q: 3 clusters Score -846082.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -846093.875000 Penalty: 4484.499512
	Iteration 18Q: 3 clusters Score -846093.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -846102.875000 Penalty: 4484.499512
	Iteration 19Q: 3 clusters Score -846102.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -846109.625000 Penalty: 4484.499512
	Iteration 20F: 3 clusters Score -846109.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -846121.125000 Penalty: 4484.499512
	Iteration 21Q: 3 clusters Score -846121.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -846128.562500 Penalty: 4484.499512
	Iteration 22Q: 3 clusters Score -846128.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -846135.937500 Penalty: 4484.499512
	Iteration 23Q: 3 clusters Score -846135.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -846142.062500 Penalty: 4484.499512
	Iteration 24Q: 3 clusters Score -846142.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -846146.500000 Penalty: 4484.499512
	Iteration 25Q: 3 clusters Score -846146.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -846151.875000 Penalty: 4484.499512
	Iteration 26Q: 3 clusters Score -846151.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -846155.250000 Penalty: 4484.499512
	Iteration 27Q: 3 clusters Score -846155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -846155.687500 Penalty: 4484.499512
	Iteration 28Q: 3 clusters Score -846155.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -846162.312500 Penalty: 4484.499512
	Iteration 29Q: 3 clusters Score -846162.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -846166.687500 Penalty: 4484.499512
	Iteration 30Q: 3 clusters Score -846166.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -846173.250000 Penalty: 4484.499512
	Iteration 31Q: 3 clusters Score -846173.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -846178.625000 Penalty: 4484.499512
	Iteration 32Q: 3 clusters Score -846178.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -846185.562500 Penalty: 4484.499512
	Iteration 33Q: 3 clusters Score -846185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -846184.937500 Penalty: 4484.499512
	Iteration 34Q: 3 clusters Score -846184.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -846187.312500 Penalty: 4484.499512
	Iteration 35Q: 3 clusters Score -846187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -846188.125000 Penalty: 4484.499512
	Iteration 36Q: 3 clusters Score -846188.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -846188.250000 Penalty: 4484.499512
	Iteration 37Q: 3 clusters Score -846188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -846188.562500 Penalty: 4484.499512
	Iteration 38Q: 3 clusters Score -846188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -846190.375000 Penalty: 4484.499512
	Iteration 39Q: 3 clusters Score -846190.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -846190.375000 Penalty: 4484.499512
	Iteration 40F: 3 clusters Score -846190.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Entering Unmasked Estep 
Score: -707583.000000 Penalty: 2206.354004
	Iteration 0F: 2 clusters Score -707583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -701567.625000 Penalty: 4412.708008
	Iteration 0F: 3 clusters Score -701567.6 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -703212.875000 Penalty: 4412.708008
	Iteration 1F: 3 clusters Score -703212.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -703549.125000 Penalty: 4412.708008
	Iteration 2F: 3 clusters Score -703549.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -703915.187500 Penalty: 4412.708008
	Iteration 3F: 3 clusters Score -703915.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -704281.187500 Penalty: 4412.708008
	Iteration 4F: 3 clusters Score -704281.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -704626.312500 Penalty: 4412.708008
	Iteration 5F: 3 clusters Score -704626.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -704853.000000 Penalty: 4412.708008
	Iteration 6F: 3 clusters Score -704853 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -705031.937500 Penalty: 4412.708008
	Iteration 7Q: 3 clusters Score -705031.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -705156.187500 Penalty: 4412.708008
	Iteration 8Q: 3 clusters Score -705156.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -705240.625000 Penalty: 4412.708008
	Iteration 9Q: 3 clusters Score -705240.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -705305.562500 Penalty: 4412.708008
	Iteration 10Q: 3 clusters Score -705305.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -705350.625000 Penalty: 4412.708008
	Iteration 11Q: 3 clusters Score -705350.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -705392.500000 Penalty: 4412.708008
	Iteration 12Q: 3 clusters Score -705392.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -705433.937500 Penalty: 4412.708008
	Iteration 13Q: 3 clusters Score -705433.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -705467.812500 Penalty: 4412.708008
	Iteration 14Q: 3 clusters Score -705467.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -705499.062500 Penalty: 4412.708008
	Iteration 15Q: 3 clusters Score -705499.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -705531.187500 Penalty: 4412.708008
	Iteration 16Q: 3 clusters Score -705531.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -705569.687500 Penalty: 4412.708008
	Iteration 17Q: 3 clusters Score -705569.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -705632.812500 Penalty: 4412.708008
	Iteration 18Q: 3 clusters Score -705632.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -705712.500000 Penalty: 4412.708008
	Iteration 19Q: 3 clusters Score -705712.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -705820.437500 Penalty: 4412.708008
	Iteration 20F: 3 clusters Score -705820.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -705920.687500 Penalty: 4412.708008
	Iteration 21Q: 3 clusters Score -705920.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -705988.375000 Penalty: 4412.708008
	Iteration 22Q: 3 clusters Score -705988.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -706020.375000 Penalty: 4412.708008
	Iteration 23Q: 3 clusters Score -706020.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -706036.500000 Penalty: 4412.708008
	Iteration 24Q: 3 clusters Score -706036.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -706049.750000 Penalty: 4412.708008
	Iteration 25Q: 3 clusters Score -706049.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -706059.812500 Penalty: 4412.708008
	Iteration 26Q: 3 clusters Score -706059.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -706068.750000 Penalty: 4412.708008
	Iteration 27Q: 3 clusters Score -706068.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -706073.562500 Penalty: 4412.708008
	Iteration 28Q: 3 clusters Score -706073.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -706081.250000 Penalty: 4412.708008
	Iteration 29Q: 3 clusters Score -706081.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -706089.812500 Penalty: 4412.708008
	Iteration 30Q: 3 clusters Score -706089.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -706098.750000 Penalty: 4412.708008
	Iteration 31Q: 3 clusters Score -706098.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -706107.875000 Penalty: 4412.708008
	Iteration 32Q: 3 clusters Score -706107.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -706118.562500 Penalty: 4412.708008
	Iteration 33Q: 3 clusters Score -706118.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -706129.250000 Penalty: 4412.708008
	Iteration 34Q: 3 clusters Score -706129.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -706136.875000 Penalty: 4412.708008
	Iteration 35Q: 3 clusters Score -706136.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -706144.000000 Penalty: 4412.708008
	Iteration 36Q: 3 clusters Score -706144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -706149.562500 Penalty: 4412.708008
	Iteration 37Q: 3 clusters Score -706149.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -706154.437500 Penalty: 4412.708008
	Iteration 38Q: 3 clusters Score -706154.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -706158.625000 Penalty: 4412.708008
	Iteration 39Q: 3 clusters Score -706158.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -706164.375000 Penalty: 4412.708008
	Iteration 40F: 3 clusters Score -706164.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -706169.062500 Penalty: 4412.708008
	Iteration 41Q: 3 clusters Score -706169.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -706174.812500 Penalty: 4412.708008
	Iteration 42Q: 3 clusters Score -706174.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -706177.812500 Penalty: 4412.708008
	Iteration 43Q: 3 clusters Score -706177.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -706182.062500 Penalty: 4412.708008
	Iteration 44Q: 3 clusters Score -706182.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -706185.312500 Penalty: 4412.708008
	Iteration 45Q: 3 clusters Score -706185.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -706189.875000 Penalty: 4412.708008
	Iteration 46Q: 3 clusters Score -706189.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -706197.187500 Penalty: 4412.708008
	Iteration 47Q: 3 clusters Score -706197.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -706202.437500 Penalty: 4412.708008
	Iteration 48Q: 3 clusters Score -706202.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -706208.187500 Penalty: 4412.708008
	Iteration 49Q: 3 clusters Score -706208.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -706214.812500 Penalty: 4412.708008
	Iteration 50Q: 3 clusters Score -706214.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -706226.375000 Penalty: 4412.708008
	Iteration 51Q: 3 clusters Score -706226.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -706233.812500 Penalty: 4412.708008
	Iteration 52Q: 3 clusters Score -706233.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -706249.375000 Penalty: 4412.708008
	Iteration 53Q: 3 clusters Score -706249.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -706269.125000 Penalty: 4412.708008
	Iteration 54Q: 3 clusters Score -706269.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -706290.250000 Penalty: 4412.708008
	Iteration 55Q: 3 clusters Score -706290.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -706315.625000 Penalty: 4412.708008
	Iteration 56Q: 3 clusters Score -706315.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -706345.125000 Penalty: 4412.708008
	Iteration 57Q: 3 clusters Score -706345.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -706391.375000 Penalty: 4412.708008
	Iteration 58Q: 3 clusters Score -706391.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -706436.875000 Penalty: 4412.708008
	Iteration 59Q: 3 clusters Score -706436.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -706480.875000 Penalty: 4412.708008
	Iteration 60F: 3 clusters Score -706480.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -706531.687500 Penalty: 4412.708008
	Iteration 61Q: 3 clusters Score -706531.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -706573.437500 Penalty: 4412.708008
	Iteration 62Q: 3 clusters Score -706573.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -706613.250000 Penalty: 4412.708008
	Iteration 63Q: 3 clusters Score -706613.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -706641.187500 Penalty: 4412.708008
	Iteration 64Q: 3 clusters Score -706641.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -706666.000000 Penalty: 4412.708008
	Iteration 65Q: 3 clusters Score -706666 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -706689.250000 Penalty: 4412.708008
	Iteration 66Q: 3 clusters Score -706689.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -706715.625000 Penalty: 4412.708008
	Iteration 67Q: 3 clusters Score -706715.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -706743.875000 Penalty: 4412.708008
	Iteration 68Q: 3 clusters Score -706743.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -706766.687500 Penalty: 4412.708008
	Iteration 69Q: 3 clusters Score -706766.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -706789.250000 Penalty: 4412.708008
	Iteration 70Q: 3 clusters Score -706789.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -706807.250000 Penalty: 4412.708008
	Iteration 71Q: 3 clusters Score -706807.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -706818.437500 Penalty: 4412.708008
	Iteration 72Q: 3 clusters Score -706818.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -706830.250000 Penalty: 4412.708008
	Iteration 73Q: 3 clusters Score -706830.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -706843.750000 Penalty: 4412.708008
	Iteration 74Q: 3 clusters Score -706843.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -706853.625000 Penalty: 4412.708008
	Iteration 75Q: 3 clusters Score -706853.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -706863.937500 Penalty: 4412.708008
	Iteration 76Q: 3 clusters Score -706863.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -706876.500000 Penalty: 4412.708008
	Iteration 77Q: 3 clusters Score -706876.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -706885.687500 Penalty: 4412.708008
	Iteration 78Q: 3 clusters Score -706885.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -706900.625000 Penalty: 4412.708008
	Iteration 79Q: 3 clusters Score -706900.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -706908.125000 Penalty: 4412.708008
	Iteration 80F: 3 clusters Score -706908.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -706913.937500 Penalty: 4412.708008
	Iteration 81Q: 3 clusters Score -706913.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -706919.937500 Penalty: 4412.708008
	Iteration 82Q: 3 clusters Score -706919.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -706925.000000 Penalty: 4412.708008
	Iteration 83Q: 3 clusters Score -706925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -706927.000000 Penalty: 4412.708008
	Iteration 84Q: 3 clusters Score -706927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -706934.875000 Penalty: 4412.708008
	Iteration 85Q: 3 clusters Score -706934.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -706939.875000 Penalty: 4412.708008
	Iteration 86Q: 3 clusters Score -706939.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -706944.062500 Penalty: 4412.708008
	Iteration 87Q: 3 clusters Score -706944.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -706949.937500 Penalty: 4412.708008
	Iteration 88Q: 3 clusters Score -706949.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -706955.937500 Penalty: 4412.708008
	Iteration 89Q: 3 clusters Score -706955.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -706959.750000 Penalty: 4412.708008
	Iteration 90Q: 3 clusters Score -706959.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -706964.812500 Penalty: 4412.708008
	Iteration 91Q: 3 clusters Score -706964.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -706967.937500 Penalty: 4412.708008
	Iteration 92Q: 3 clusters Score -706967.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -706967.687500 Penalty: 4412.708008
	Iteration 93Q: 3 clusters Score -706967.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -706971.187500 Penalty: 4412.708008
	Iteration 94Q: 3 clusters Score -706971.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -706975.687500 Penalty: 4412.708008
	Iteration 95Q: 3 clusters Score -706975.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -706984.250000 Penalty: 4412.708008
	Iteration 96Q: 3 clusters Score -706984.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -706987.812500 Penalty: 4412.708008
	Iteration 97Q: 3 clusters Score -706987.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -706995.250000 Penalty: 4412.708008
	Iteration 98Q: 3 clusters Score -706995.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -707000.125000 Penalty: 4412.708008
	Iteration 99Q: 3 clusters Score -707000.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -707004.187500 Penalty: 4412.708008
	Iteration 100F: 3 clusters Score -707004.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -707012.000000 Penalty: 4412.708008
	Iteration 101Q: 3 clusters Score -707012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -707019.812500 Penalty: 4412.708008
	Iteration 102Q: 3 clusters Score -707019.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -707028.312500 Penalty: 4412.708008
	Iteration 103Q: 3 clusters Score -707028.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -707039.500000 Penalty: 4412.708008
	Iteration 104Q: 3 clusters Score -707039.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -707055.250000 Penalty: 4412.708008
	Iteration 105Q: 3 clusters Score -707055.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -707089.437500 Penalty: 4412.708008
	Iteration 106Q: 3 clusters Score -707089.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -707144.500000 Penalty: 4412.708008
	Iteration 107Q: 3 clusters Score -707144.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -707218.500000 Penalty: 4412.708008
	Iteration 108Q: 3 clusters Score -707218.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -707293.500000 Penalty: 4412.708008
	Iteration 109Q: 3 clusters Score -707293.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -707355.437500 Penalty: 4412.708008
	Iteration 110Q: 3 clusters Score -707355.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -707381.750000 Penalty: 4412.708008
	Iteration 111Q: 3 clusters Score -707381.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -707389.125000 Penalty: 4412.708008
	Iteration 112Q: 3 clusters Score -707389.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -707399.312500 Penalty: 4412.708008
	Iteration 113Q: 3 clusters Score -707399.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -707404.312500 Penalty: 4412.708008
	Iteration 114Q: 3 clusters Score -707404.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -707413.000000 Penalty: 4412.708008
	Iteration 115Q: 3 clusters Score -707413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -707423.062500 Penalty: 4412.708008
	Iteration 116Q: 3 clusters Score -707423.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -707438.062500 Penalty: 4412.708008
	Iteration 117Q: 3 clusters Score -707438.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -707453.187500 Penalty: 4412.708008
	Iteration 118Q: 3 clusters Score -707453.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -707489.187500 Penalty: 4412.708008
	Iteration 119Q: 3 clusters Score -707489.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -707547.187500 Penalty: 4412.708008
	Iteration 120F: 3 clusters Score -707547.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -707608.250000 Penalty: 4412.708008
	Iteration 121Q: 3 clusters Score -707608.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -707652.625000 Penalty: 4412.708008
	Iteration 122Q: 3 clusters Score -707652.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -707675.125000 Penalty: 4412.708008
	Iteration 123Q: 3 clusters Score -707675.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -707680.312500 Penalty: 4412.708008
	Iteration 124Q: 3 clusters Score -707680.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -707685.250000 Penalty: 4412.708008
	Iteration 125Q: 3 clusters Score -707685.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -707685.687500 Penalty: 4412.708008
	Iteration 126Q: 3 clusters Score -707685.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -707687.250000 Penalty: 4412.708008
	Iteration 127Q: 3 clusters Score -707687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -707689.375000 Penalty: 4412.708008
	Iteration 128Q: 3 clusters Score -707689.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -707690.812500 Penalty: 4412.708008
	Iteration 129Q: 3 clusters Score -707690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -707691.375000 Penalty: 4412.708008
	Iteration 130Q: 3 clusters Score -707691.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -707691.375000 Penalty: 4412.708008
	Iteration 131F: 3 clusters Score -707691.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280906 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209646 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 164406 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231623 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65963 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27800 members 
Mstep: Class 19 contains 26025 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70538 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195388 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43808 members 
Mstep: Class 33 contains 9252 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Mstep: Class 36 contains 2478 members 
Entering Unmasked Estep 
Score: -157148976.000000 Penalty: 127643.281250
Splitting cluster 9 changes total score from -157150464.000000 to -157148976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (164406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164406 members 
Entering Unmasked Estep 
Score: -16675256.000000 Penalty: 2978.503418
	Iteration 0F: 2 clusters Score -1.667526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
Score: -16564988.000000 Penalty: 5957.006836
	Iteration 0F: 3 clusters Score -1.656499e+07 nChanged 78672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -16611558.000000 Penalty: 5957.006836
	Iteration 1F: 3 clusters Score -1.661156e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84818 members 
Mstep: Class 2 contains 79588 members 
Entering Unmasked Estep 
Score: -16613301.000000 Penalty: 5957.006836
	Iteration 2Q: 3 clusters Score -1.66133e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86782 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -16616039.000000 Penalty: 5957.006836
	Iteration 3Q: 3 clusters Score -1.661604e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
Score: -16620319.000000 Penalty: 5957.006836
	Iteration 4Q: 3 clusters Score -1.662032e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 70533 members 
Entering Unmasked Estep 
Score: -16626644.000000 Penalty: 5957.006836
	Iteration 5F: 3 clusters Score -1.662664e+07 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98894 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -16634716.000000 Penalty: 5957.006836
	Iteration 6F: 3 clusters Score -1.663472e+07 nChanged 11681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103859 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -16643507.000000 Penalty: 5957.006836
	Iteration 7F: 3 clusters Score -1.664351e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107851 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -16652044.000000 Penalty: 5957.006836
	Iteration 8F: 3 clusters Score -1.665204e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110258 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -16658872.000000 Penalty: 5957.006836
	Iteration 9F: 3 clusters Score -1.665887e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111727 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -16662555.000000 Penalty: 5957.006836
	Iteration 10Q: 3 clusters Score -1.666256e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112723 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -16664315.000000 Penalty: 5957.006836
	Iteration 11Q: 3 clusters Score -1.666432e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113460 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -16665229.000000 Penalty: 5957.006836
	Iteration 12Q: 3 clusters Score -1.666523e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114015 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -16665739.000000 Penalty: 5957.006836
	Iteration 13Q: 3 clusters Score -1.666574e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114423 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -16666044.000000 Penalty: 5957.006836
	Iteration 14Q: 3 clusters Score -1.666604e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114715 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -16666229.000000 Penalty: 5957.006836
	Iteration 15Q: 3 clusters Score -1.666623e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114937 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -16666325.000000 Penalty: 5957.006836
	Iteration 16Q: 3 clusters Score -1.666632e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115103 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -16666402.000000 Penalty: 5957.006836
	Iteration 17Q: 3 clusters Score -1.66664e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115228 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -16666447.000000 Penalty: 5957.006836
	Iteration 18Q: 3 clusters Score -1.666645e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115339 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -16666485.000000 Penalty: 5957.006836
	Iteration 19Q: 3 clusters Score -1.666648e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115442 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -16666482.000000 Penalty: 5957.006836
	Iteration 20F: 3 clusters Score -1.666648e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115550 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -16666562.000000 Penalty: 5957.006836
	Iteration 21Q: 3 clusters Score -1.666656e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115656 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -16666559.000000 Penalty: 5957.006836
	Iteration 22Q: 3 clusters Score -1.666656e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115756 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -16666567.000000 Penalty: 5957.006836
	Iteration 23Q: 3 clusters Score -1.666657e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115814 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -16666577.000000 Penalty: 5957.006836
	Iteration 24Q: 3 clusters Score -1.666658e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115866 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -16666593.000000 Penalty: 5957.006836
	Iteration 25Q: 3 clusters Score -1.666659e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115905 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -16666593.000000 Penalty: 5957.006836
	Iteration 26Q: 3 clusters Score -1.666659e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115961 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -16666610.000000 Penalty: 5957.006836
	Iteration 27Q: 3 clusters Score -1.666661e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116015 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -16666611.000000 Penalty: 5957.006836
	Iteration 28Q: 3 clusters Score -1.666661e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116053 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -16666596.000000 Penalty: 5957.006836
	Iteration 29Q: 3 clusters Score -1.66666e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116087 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -16666584.000000 Penalty: 5957.006836
	Iteration 30Q: 3 clusters Score -1.666658e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116111 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -16666602.000000 Penalty: 5957.006836
	Iteration 31Q: 3 clusters Score -1.66666e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116125 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -16666587.000000 Penalty: 5957.006836
	Iteration 32Q: 3 clusters Score -1.666659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116134 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -16666600.000000 Penalty: 5957.006836
	Iteration 33Q: 3 clusters Score -1.66666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116146 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -16666591.000000 Penalty: 5957.006836
	Iteration 34Q: 3 clusters Score -1.666659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116152 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -16666600.000000 Penalty: 5957.006836
	Iteration 35Q: 3 clusters Score -1.66666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116162 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -16666589.000000 Penalty: 5957.006836
	Iteration 36Q: 3 clusters Score -1.666659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116164 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -16666593.000000 Penalty: 5957.006836
	Iteration 37Q: 3 clusters Score -1.666659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116169 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -16666595.000000 Penalty: 5957.006836
	Iteration 38Q: 3 clusters Score -1.66666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116174 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -16666596.000000 Penalty: 5957.006836
	Iteration 39Q: 3 clusters Score -1.66666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116180 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -16666590.000000 Penalty: 5957.006836
	Iteration 40F: 3 clusters Score -1.666659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -16666603.000000 Penalty: 5957.006836
	Iteration 41Q: 3 clusters Score -1.66666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116196 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -16666607.000000 Penalty: 5957.006836
	Iteration 42Q: 3 clusters Score -1.666661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116206 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -16666600.000000 Penalty: 5957.006836
	Iteration 43Q: 3 clusters Score -1.66666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116223 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -16666609.000000 Penalty: 5957.006836
	Iteration 44Q: 3 clusters Score -1.666661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116234 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -16666616.000000 Penalty: 5957.006836
	Iteration 45Q: 3 clusters Score -1.666662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116242 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -16666615.000000 Penalty: 5957.006836
	Iteration 46Q: 3 clusters Score -1.666662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116248 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -16666597.000000 Penalty: 5957.006836
	Iteration 47Q: 3 clusters Score -1.66666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116252 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -16666608.000000 Penalty: 5957.006836
	Iteration 48Q: 3 clusters Score -1.666661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116254 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -16666623.000000 Penalty: 5957.006836
	Iteration 49Q: 3 clusters Score -1.666662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116257 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -16666615.000000 Penalty: 5957.006836
	Iteration 50Q: 3 clusters Score -1.666662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116264 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -16666618.000000 Penalty: 5957.006836
	Iteration 51Q: 3 clusters Score -1.666662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116270 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -16666624.000000 Penalty: 5957.006836
	Iteration 52Q: 3 clusters Score -1.666662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116279 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -16666620.000000 Penalty: 5957.006836
	Iteration 53Q: 3 clusters Score -1.666662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116285 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -16666621.000000 Penalty: 5957.006836
	Iteration 54Q: 3 clusters Score -1.666662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116293 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -16666632.000000 Penalty: 5957.006836
	Iteration 55Q: 3 clusters Score -1.666663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116304 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -16666642.000000 Penalty: 5957.006836
	Iteration 56Q: 3 clusters Score -1.666664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116314 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -16666632.000000 Penalty: 5957.006836
	Iteration 57Q: 3 clusters Score -1.666663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116324 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -16666626.000000 Penalty: 5957.006836
	Iteration 58Q: 3 clusters Score -1.666663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116335 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -16666619.000000 Penalty: 5957.006836
	Iteration 59Q: 3 clusters Score -1.666662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116341 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -16666621.000000 Penalty: 5957.006836
	Iteration 60F: 3 clusters Score -1.666662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116345 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -16666616.000000 Penalty: 5957.006836
	Iteration 61Q: 3 clusters Score -1.666662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116350 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -16666627.000000 Penalty: 5957.006836
	Iteration 62Q: 3 clusters Score -1.666663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116353 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -16666632.000000 Penalty: 5957.006836
	Iteration 63Q: 3 clusters Score -1.666663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116357 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -16666634.000000 Penalty: 5957.006836
	Iteration 64Q: 3 clusters Score -1.666663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116360 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -16666637.000000 Penalty: 5957.006836
	Iteration 65Q: 3 clusters Score -1.666664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116361 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -16666635.000000 Penalty: 5957.006836
	Iteration 66Q: 3 clusters Score -1.666664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116363 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -16666633.000000 Penalty: 5957.006836
	Iteration 67Q: 3 clusters Score -1.666663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116363 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -16666633.000000 Penalty: 5957.006836
	Iteration 68F: 3 clusters Score -1.666663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Entering Unmasked Estep 
Score: -2501929.750000 Penalty: 2504.962891
	Iteration 0F: 2 clusters Score -2501930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2484986.750000 Penalty: 5009.925781
	Iteration 0F: 3 clusters Score -2484987 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2490877.750000 Penalty: 5009.925781
	Iteration 1F: 3 clusters Score -2490878 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2491312.750000 Penalty: 5009.925781
	Iteration 2F: 3 clusters Score -2491313 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2491682.000000 Penalty: 5009.925781
	Iteration 3Q: 3 clusters Score -2491682 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2492050.000000 Penalty: 5009.925781
	Iteration 4Q: 3 clusters Score -2492050 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2492457.750000 Penalty: 5009.925781
	Iteration 5Q: 3 clusters Score -2492458 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2492881.000000 Penalty: 5009.925781
	Iteration 6Q: 3 clusters Score -2492881 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2493375.000000 Penalty: 5009.925781
	Iteration 7Q: 3 clusters Score -2493375 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2493869.250000 Penalty: 5009.925781
	Iteration 8Q: 3 clusters Score -2493869 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2494400.750000 Penalty: 5009.925781
	Iteration 9Q: 3 clusters Score -2494401 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2494973.000000 Penalty: 5009.925781
	Iteration 10Q: 3 clusters Score -2494973 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2495573.500000 Penalty: 5009.925781
	Iteration 11Q: 3 clusters Score -2495574 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2496122.750000 Penalty: 5009.925781
	Iteration 12Q: 3 clusters Score -2496123 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2496592.250000 Penalty: 5009.925781
	Iteration 13Q: 3 clusters Score -2496592 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2496891.000000 Penalty: 5009.925781
	Iteration 14Q: 3 clusters Score -2496891 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2497060.750000 Penalty: 5009.925781
	Iteration 15Q: 3 clusters Score -2497061 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2497148.000000 Penalty: 5009.925781
	Iteration 16Q: 3 clusters Score -2497148 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2497188.000000 Penalty: 5009.925781
	Iteration 17Q: 3 clusters Score -2497188 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2497229.000000 Penalty: 5009.925781
	Iteration 18Q: 3 clusters Score -2497229 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2497239.750000 Penalty: 5009.925781
	Iteration 19Q: 3 clusters Score -2497240 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2497269.750000 Penalty: 5009.925781
	Iteration 20F: 3 clusters Score -2497270 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2497289.750000 Penalty: 5009.925781
	Iteration 21Q: 3 clusters Score -2497290 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2497310.750000 Penalty: 5009.925781
	Iteration 22Q: 3 clusters Score -2497311 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2497311.000000 Penalty: 5009.925781
	Iteration 23Q: 3 clusters Score -2497311 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2497341.750000 Penalty: 5009.925781
	Iteration 24Q: 3 clusters Score -2497342 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2497371.000000 Penalty: 5009.925781
	Iteration 25Q: 3 clusters Score -2497371 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2497390.250000 Penalty: 5009.925781
	Iteration 26Q: 3 clusters Score -2497390 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2497406.250000 Penalty: 5009.925781
	Iteration 27Q: 3 clusters Score -2497406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2497430.750000 Penalty: 5009.925781
	Iteration 28Q: 3 clusters Score -2497431 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2497446.500000 Penalty: 5009.925781
	Iteration 29Q: 3 clusters Score -2497446 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2497470.000000 Penalty: 5009.925781
	Iteration 30Q: 3 clusters Score -2497470 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2497501.250000 Penalty: 5009.925781
	Iteration 31Q: 3 clusters Score -2497501 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2497523.750000 Penalty: 5009.925781
	Iteration 32Q: 3 clusters Score -2497524 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2497550.000000 Penalty: 5009.925781
	Iteration 33Q: 3 clusters Score -2497550 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2497585.250000 Penalty: 5009.925781
	Iteration 34Q: 3 clusters Score -2497585 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2497609.000000 Penalty: 5009.925781
	Iteration 35Q: 3 clusters Score -2497609 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2497644.000000 Penalty: 5009.925781
	Iteration 36Q: 3 clusters Score -2497644 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2497689.500000 Penalty: 5009.925781
	Iteration 37Q: 3 clusters Score -2497690 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2497718.500000 Penalty: 5009.925781
	Iteration 38Q: 3 clusters Score -2497718 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2497757.500000 Penalty: 5009.925781
	Iteration 39Q: 3 clusters Score -2497758 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2497807.250000 Penalty: 5009.925781
	Iteration 40F: 3 clusters Score -2497807 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2497878.250000 Penalty: 5009.925781
	Iteration 41Q: 3 clusters Score -2497878 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2497962.000000 Penalty: 5009.925781
	Iteration 42Q: 3 clusters Score -2497962 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2498046.750000 Penalty: 5009.925781
	Iteration 43Q: 3 clusters Score -2498047 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2498136.500000 Penalty: 5009.925781
	Iteration 44Q: 3 clusters Score -2498136 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2498217.000000 Penalty: 5009.925781
	Iteration 45Q: 3 clusters Score -2498217 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2498302.750000 Penalty: 5009.925781
	Iteration 46Q: 3 clusters Score -2498303 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2498399.500000 Penalty: 5009.925781
	Iteration 47Q: 3 clusters Score -2498400 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2498510.750000 Penalty: 5009.925781
	Iteration 48Q: 3 clusters Score -2498511 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2498595.250000 Penalty: 5009.925781
	Iteration 49Q: 3 clusters Score -2498595 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2498706.000000 Penalty: 5009.925781
	Iteration 50Q: 3 clusters Score -2498706 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2498817.250000 Penalty: 5009.925781
	Iteration 51Q: 3 clusters Score -2498817 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2498914.500000 Penalty: 5009.925781
	Iteration 52Q: 3 clusters Score -2498914 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2499002.000000 Penalty: 5009.925781
	Iteration 53Q: 3 clusters Score -2499002 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2499071.750000 Penalty: 5009.925781
	Iteration 54Q: 3 clusters Score -2499072 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2499125.250000 Penalty: 5009.925781
	Iteration 55Q: 3 clusters Score -2499125 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2499177.250000 Penalty: 5009.925781
	Iteration 56Q: 3 clusters Score -2499177 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2499221.000000 Penalty: 5009.925781
	Iteration 57Q: 3 clusters Score -2499221 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2499265.250000 Penalty: 5009.925781
	Iteration 58Q: 3 clusters Score -2499265 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2499314.250000 Penalty: 5009.925781
	Iteration 59Q: 3 clusters Score -2499314 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2499338.000000 Penalty: 5009.925781
	Iteration 60F: 3 clusters Score -2499338 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2499361.750000 Penalty: 5009.925781
	Iteration 61Q: 3 clusters Score -2499362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2499392.000000 Penalty: 5009.925781
	Iteration 62Q: 3 clusters Score -2499392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2499411.250000 Penalty: 5009.925781
	Iteration 63Q: 3 clusters Score -2499411 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2499435.250000 Penalty: 5009.925781
	Iteration 64Q: 3 clusters Score -2499435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2499441.500000 Penalty: 5009.925781
	Iteration 65Q: 3 clusters Score -2499442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2499462.250000 Penalty: 5009.925781
	Iteration 66Q: 3 clusters Score -2499462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2499483.000000 Penalty: 5009.925781
	Iteration 67Q: 3 clusters Score -2499483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2499490.000000 Penalty: 5009.925781
	Iteration 68Q: 3 clusters Score -2499490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2499507.500000 Penalty: 5009.925781
	Iteration 69Q: 3 clusters Score -2499508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2499512.250000 Penalty: 5009.925781
	Iteration 70Q: 3 clusters Score -2499512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2499513.250000 Penalty: 5009.925781
	Iteration 71Q: 3 clusters Score -2499513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2499517.500000 Penalty: 5009.925781
	Iteration 72Q: 3 clusters Score -2499518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2499522.000000 Penalty: 5009.925781
	Iteration 73Q: 3 clusters Score -2499522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2499530.250000 Penalty: 5009.925781
	Iteration 74Q: 3 clusters Score -2499530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2499531.750000 Penalty: 5009.925781
	Iteration 75Q: 3 clusters Score -2499532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2499532.250000 Penalty: 5009.925781
	Iteration 76Q: 3 clusters Score -2499532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2499535.250000 Penalty: 5009.925781
	Iteration 77Q: 3 clusters Score -2499535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2499537.000000 Penalty: 5009.925781
	Iteration 78Q: 3 clusters Score -2499537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2499541.000000 Penalty: 5009.925781
	Iteration 79Q: 3 clusters Score -2499541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2499550.750000 Penalty: 5009.925781
	Iteration 80F: 3 clusters Score -2499551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2499555.500000 Penalty: 5009.925781
	Iteration 81Q: 3 clusters Score -2499556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2499563.750000 Penalty: 5009.925781
	Iteration 82Q: 3 clusters Score -2499564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2499565.500000 Penalty: 5009.925781
	Iteration 83Q: 3 clusters Score -2499566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2499578.500000 Penalty: 5009.925781
	Iteration 84Q: 3 clusters Score -2499578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2499596.250000 Penalty: 5009.925781
	Iteration 85Q: 3 clusters Score -2499596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2499595.750000 Penalty: 5009.925781
	Iteration 86Q: 3 clusters Score -2499596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2499589.500000 Penalty: 5009.925781
	Iteration 87Q: 3 clusters Score -2499590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2499591.250000 Penalty: 5009.925781
	Iteration 88Q: 3 clusters Score -2499591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2499603.000000 Penalty: 5009.925781
	Iteration 89Q: 3 clusters Score -2499603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2499606.000000 Penalty: 5009.925781
	Iteration 90Q: 3 clusters Score -2499606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2499614.500000 Penalty: 5009.925781
	Iteration 91Q: 3 clusters Score -2499614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2499616.000000 Penalty: 5009.925781
	Iteration 92Q: 3 clusters Score -2499616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2499621.750000 Penalty: 5009.925781
	Iteration 93Q: 3 clusters Score -2499622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2499627.000000 Penalty: 5009.925781
	Iteration 94Q: 3 clusters Score -2499627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2499635.750000 Penalty: 5009.925781
	Iteration 95Q: 3 clusters Score -2499636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2499643.750000 Penalty: 5009.925781
	Iteration 96Q: 3 clusters Score -2499644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2499650.250000 Penalty: 5009.925781
	Iteration 97Q: 3 clusters Score -2499650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2499657.750000 Penalty: 5009.925781
	Iteration 98Q: 3 clusters Score -2499658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2499665.500000 Penalty: 5009.925781
	Iteration 99Q: 3 clusters Score -2499666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2499663.250000 Penalty: 5009.925781
	Iteration 100F: 3 clusters Score -2499663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2499666.750000 Penalty: 5009.925781
	Iteration 101Q: 3 clusters Score -2499667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2499666.500000 Penalty: 5009.925781
	Iteration 102Q: 3 clusters Score -2499666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2499671.000000 Penalty: 5009.925781
	Iteration 103Q: 3 clusters Score -2499671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2499671.500000 Penalty: 5009.925781
	Iteration 104Q: 3 clusters Score -2499672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2499670.250000 Penalty: 5009.925781
	Iteration 105Q: 3 clusters Score -2499670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2499674.000000 Penalty: 5009.925781
	Iteration 106Q: 3 clusters Score -2499674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2499675.250000 Penalty: 5009.925781
	Iteration 107Q: 3 clusters Score -2499675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2499673.250000 Penalty: 5009.925781
	Iteration 108Q: 3 clusters Score -2499673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2499673.250000 Penalty: 5009.925781
	Iteration 109F: 3 clusters Score -2499673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (231623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231623 members 
Entering Unmasked Estep 
Score: -23307966.000000 Penalty: 3063.510742
	Iteration 0F: 2 clusters Score -2.330797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115998 members 
Mstep: Class 2 contains 115625 members 
Entering Unmasked Estep 
Score: -23155772.000000 Penalty: 6127.021484
	Iteration 0F: 3 clusters Score -2.315577e+07 nChanged 111500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118312 members 
Mstep: Class 2 contains 113311 members 
Entering Unmasked Estep 
Score: -23221180.000000 Penalty: 6127.021484
	Iteration 1F: 3 clusters Score -2.322118e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119849 members 
Mstep: Class 2 contains 111774 members 
Entering Unmasked Estep 
Score: -23222204.000000 Penalty: 6127.021484
	Iteration 2Q: 3 clusters Score -2.32222e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122156 members 
Mstep: Class 2 contains 109467 members 
Entering Unmasked Estep 
Score: -23223506.000000 Penalty: 6127.021484
	Iteration 3Q: 3 clusters Score -2.322351e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125782 members 
Mstep: Class 2 contains 105841 members 
Entering Unmasked Estep 
Score: -23225108.000000 Penalty: 6127.021484
	Iteration 4Q: 3 clusters Score -2.322511e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131382 members 
Mstep: Class 2 contains 100241 members 
Entering Unmasked Estep 
Score: -23227618.000000 Penalty: 6127.021484
	Iteration 5Q: 3 clusters Score -2.322762e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139929 members 
Mstep: Class 2 contains 91694 members 
Entering Unmasked Estep 
Score: -23231990.000000 Penalty: 6127.021484
	Iteration 6Q: 3 clusters Score -2.323199e+07 nChanged 12832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152053 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -23239290.000000 Penalty: 6127.021484
	Iteration 7F: 3 clusters Score -2.323929e+07 nChanged 16349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168054 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -23251462.000000 Penalty: 6127.021484
	Iteration 8F: 3 clusters Score -2.325146e+07 nChanged 18662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186590 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -23267014.000000 Penalty: 6127.021484
	Iteration 9F: 3 clusters Score -2.326701e+07 nChanged 17468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204030 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -23282594.000000 Penalty: 6127.021484
	Iteration 10F: 3 clusters Score -2.328259e+07 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216681 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -23293330.000000 Penalty: 6127.021484
	Iteration 11F: 3 clusters Score -2.329333e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224172 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -23299688.000000 Penalty: 6127.021484
	Iteration 12Q: 3 clusters Score -2.329969e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227983 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -23302774.000000 Penalty: 6127.021484
	Iteration 13Q: 3 clusters Score -2.330277e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229726 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -23304066.000000 Penalty: 6127.021484
	Iteration 14Q: 3 clusters Score -2.330407e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230477 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -23304656.000000 Penalty: 6127.021484
	Iteration 15Q: 3 clusters Score -2.330466e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230793 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -23304940.000000 Penalty: 6127.021484
	Iteration 16Q: 3 clusters Score -2.330494e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230944 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -23305070.000000 Penalty: 6127.021484
	Iteration 17Q: 3 clusters Score -2.330507e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231027 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -23305144.000000 Penalty: 6127.021484
	Iteration 18Q: 3 clusters Score -2.330514e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231079 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -23305218.000000 Penalty: 6127.021484
	Iteration 19Q: 3 clusters Score -2.330522e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231108 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -23305268.000000 Penalty: 6127.021484
	Iteration 20F: 3 clusters Score -2.330527e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231126 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -23305320.000000 Penalty: 6127.021484
	Iteration 21Q: 3 clusters Score -2.330532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231141 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -23305322.000000 Penalty: 6127.021484
	Iteration 22Q: 3 clusters Score -2.330532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231151 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -23305352.000000 Penalty: 6127.021484
	Iteration 23Q: 3 clusters Score -2.330535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231153 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -23305370.000000 Penalty: 6127.021484
	Iteration 24Q: 3 clusters Score -2.330537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231157 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -23305364.000000 Penalty: 6127.021484
	Iteration 25Q: 3 clusters Score -2.330536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231163 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -23305378.000000 Penalty: 6127.021484
	Iteration 26Q: 3 clusters Score -2.330538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231163 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -23305378.000000 Penalty: 6127.021484
	Iteration 27Q: 3 clusters Score -2.330538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231165 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -23305380.000000 Penalty: 6127.021484
	Iteration 28Q: 3 clusters Score -2.330538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231170 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -23305392.000000 Penalty: 6127.021484
	Iteration 29Q: 3 clusters Score -2.330539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231170 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -23305392.000000 Penalty: 6127.021484
	Iteration 30F: 3 clusters Score -2.330539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Entering Unmasked Estep 
Score: -1728452.875000 Penalty: 2413.709473
	Iteration 0F: 2 clusters Score -1728453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1716336.125000 Penalty: 4827.418945
	Iteration 0F: 3 clusters Score -1716336 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1720193.375000 Penalty: 4827.418945
	Iteration 1F: 3 clusters Score -1720193 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1720549.750000 Penalty: 4827.418945
	Iteration 2F: 3 clusters Score -1720550 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1720829.750000 Penalty: 4827.418945
	Iteration 3Q: 3 clusters Score -1720830 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1721026.500000 Penalty: 4827.418945
	Iteration 4Q: 3 clusters Score -1721026 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1721197.500000 Penalty: 4827.418945
	Iteration 5Q: 3 clusters Score -1721198 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1721380.250000 Penalty: 4827.418945
	Iteration 6Q: 3 clusters Score -1721380 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1721594.500000 Penalty: 4827.418945
	Iteration 7Q: 3 clusters Score -1721594 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1721859.875000 Penalty: 4827.418945
	Iteration 8Q: 3 clusters Score -1721860 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1722214.375000 Penalty: 4827.418945
	Iteration 9Q: 3 clusters Score -1722214 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1722690.750000 Penalty: 4827.418945
	Iteration 10Q: 3 clusters Score -1722691 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1723344.875000 Penalty: 4827.418945
	Iteration 11F: 3 clusters Score -1723345 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1724127.625000 Penalty: 4827.418945
	Iteration 12F: 3 clusters Score -1724128 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1724872.125000 Penalty: 4827.418945
	Iteration 13F: 3 clusters Score -1724872 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1725470.625000 Penalty: 4827.418945
	Iteration 14Q: 3 clusters Score -1725471 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1725881.375000 Penalty: 4827.418945
	Iteration 15Q: 3 clusters Score -1725881 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1726115.125000 Penalty: 4827.418945
	Iteration 16Q: 3 clusters Score -1726115 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1726216.250000 Penalty: 4827.418945
	Iteration 17Q: 3 clusters Score -1726216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1726273.625000 Penalty: 4827.418945
	Iteration 18Q: 3 clusters Score -1726274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1726321.375000 Penalty: 4827.418945
	Iteration 19Q: 3 clusters Score -1726321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1726344.250000 Penalty: 4827.418945
	Iteration 20F: 3 clusters Score -1726344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1726368.250000 Penalty: 4827.418945
	Iteration 21Q: 3 clusters Score -1726368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1726384.625000 Penalty: 4827.418945
	Iteration 22Q: 3 clusters Score -1726385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1726394.125000 Penalty: 4827.418945
	Iteration 23Q: 3 clusters Score -1726394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1726402.125000 Penalty: 4827.418945
	Iteration 24Q: 3 clusters Score -1726402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1726406.875000 Penalty: 4827.418945
	Iteration 25Q: 3 clusters Score -1726407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1726411.250000 Penalty: 4827.418945
	Iteration 26Q: 3 clusters Score -1726411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1726417.000000 Penalty: 4827.418945
	Iteration 27Q: 3 clusters Score -1726417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1726423.625000 Penalty: 4827.418945
	Iteration 28Q: 3 clusters Score -1726424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1726436.125000 Penalty: 4827.418945
	Iteration 29Q: 3 clusters Score -1726436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1726441.625000 Penalty: 4827.418945
	Iteration 30Q: 3 clusters Score -1726442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1726442.875000 Penalty: 4827.418945
	Iteration 31Q: 3 clusters Score -1726443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1726444.375000 Penalty: 4827.418945
	Iteration 32Q: 3 clusters Score -1726444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1726445.875000 Penalty: 4827.418945
	Iteration 33Q: 3 clusters Score -1726446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1726446.000000 Penalty: 4827.418945
	Iteration 34Q: 3 clusters Score -1726446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1726450.625000 Penalty: 4827.418945
	Iteration 35Q: 3 clusters Score -1726451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1726451.625000 Penalty: 4827.418945
	Iteration 36Q: 3 clusters Score -1726452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1726451.500000 Penalty: 4827.418945
	Iteration 37Q: 3 clusters Score -1726452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1726453.750000 Penalty: 4827.418945
	Iteration 38Q: 3 clusters Score -1726454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1726453.750000 Penalty: 4827.418945
	Iteration 39F: 3 clusters Score -1726454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Entering Unmasked Estep 
Score: -2454544.750000 Penalty: 2510.808594
	Iteration 0F: 2 clusters Score -2454545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2437142.500000 Penalty: 5021.617188
	Iteration 0F: 3 clusters Score -2437142 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2443348.250000 Penalty: 5021.617188
	Iteration 1F: 3 clusters Score -2443348 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2443826.500000 Penalty: 5021.617188
	Iteration 2F: 3 clusters Score -2443826 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2444232.500000 Penalty: 5021.617188
	Iteration 3Q: 3 clusters Score -2444232 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2444712.000000 Penalty: 5021.617188
	Iteration 4Q: 3 clusters Score -2444712 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2445436.000000 Penalty: 5021.617188
	Iteration 5Q: 3 clusters Score -2445436 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2446374.000000 Penalty: 5021.617188
	Iteration 6F: 3 clusters Score -2446374 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2447473.000000 Penalty: 5021.617188
	Iteration 7F: 3 clusters Score -2447473 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2448709.750000 Penalty: 5021.617188
	Iteration 8F: 3 clusters Score -2448710 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2449880.500000 Penalty: 5021.617188
	Iteration 9F: 3 clusters Score -2449880 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2450872.000000 Penalty: 5021.617188
	Iteration 10F: 3 clusters Score -2450872 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2451660.750000 Penalty: 5021.617188
	Iteration 11Q: 3 clusters Score -2451661 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2452264.250000 Penalty: 5021.617188
	Iteration 12Q: 3 clusters Score -2452264 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2452649.500000 Penalty: 5021.617188
	Iteration 13Q: 3 clusters Score -2452650 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2452847.000000 Penalty: 5021.617188
	Iteration 14Q: 3 clusters Score -2452847 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2452962.000000 Penalty: 5021.617188
	Iteration 15Q: 3 clusters Score -2452962 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2453058.500000 Penalty: 5021.617188
	Iteration 16Q: 3 clusters Score -2453058 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2453130.000000 Penalty: 5021.617188
	Iteration 17Q: 3 clusters Score -2453130 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2453184.250000 Penalty: 5021.617188
	Iteration 18Q: 3 clusters Score -2453184 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2453233.750000 Penalty: 5021.617188
	Iteration 19Q: 3 clusters Score -2453234 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2453284.000000 Penalty: 5021.617188
	Iteration 20F: 3 clusters Score -2453284 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2453326.750000 Penalty: 5021.617188
	Iteration 21Q: 3 clusters Score -2453327 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2453358.500000 Penalty: 5021.617188
	Iteration 22Q: 3 clusters Score -2453358 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2453391.750000 Penalty: 5021.617188
	Iteration 23Q: 3 clusters Score -2453392 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2453446.250000 Penalty: 5021.617188
	Iteration 24Q: 3 clusters Score -2453446 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2453481.250000 Penalty: 5021.617188
	Iteration 25Q: 3 clusters Score -2453481 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2453517.250000 Penalty: 5021.617188
	Iteration 26Q: 3 clusters Score -2453517 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2453551.000000 Penalty: 5021.617188
	Iteration 27Q: 3 clusters Score -2453551 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2453580.000000 Penalty: 5021.617188
	Iteration 28Q: 3 clusters Score -2453580 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2453592.000000 Penalty: 5021.617188
	Iteration 29Q: 3 clusters Score -2453592 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2453601.750000 Penalty: 5021.617188
	Iteration 30Q: 3 clusters Score -2453602 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2453606.750000 Penalty: 5021.617188
	Iteration 31Q: 3 clusters Score -2453607 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2453626.750000 Penalty: 5021.617188
	Iteration 32Q: 3 clusters Score -2453627 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2453629.500000 Penalty: 5021.617188
	Iteration 33Q: 3 clusters Score -2453630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2453630.500000 Penalty: 5021.617188
	Iteration 34Q: 3 clusters Score -2453630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2453636.250000 Penalty: 5021.617188
	Iteration 35Q: 3 clusters Score -2453636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2453640.250000 Penalty: 5021.617188
	Iteration 36Q: 3 clusters Score -2453640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2453643.250000 Penalty: 5021.617188
	Iteration 37Q: 3 clusters Score -2453643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2453642.000000 Penalty: 5021.617188
	Iteration 38Q: 3 clusters Score -2453642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2453637.750000 Penalty: 5021.617188
	Iteration 39Q: 3 clusters Score -2453638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2453643.500000 Penalty: 5021.617188
	Iteration 40F: 3 clusters Score -2453644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2453641.250000 Penalty: 5021.617188
	Iteration 41Q: 3 clusters Score -2453641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2453645.750000 Penalty: 5021.617188
	Iteration 42Q: 3 clusters Score -2453646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2453645.000000 Penalty: 5021.617188
	Iteration 43Q: 3 clusters Score -2453645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2453650.750000 Penalty: 5021.617188
	Iteration 44Q: 3 clusters Score -2453651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2453652.000000 Penalty: 5021.617188
	Iteration 45Q: 3 clusters Score -2453652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2453647.250000 Penalty: 5021.617188
	Iteration 46Q: 3 clusters Score -2453647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2453650.250000 Penalty: 5021.617188
	Iteration 47Q: 3 clusters Score -2453650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2453649.500000 Penalty: 5021.617188
	Iteration 48Q: 3 clusters Score -2453650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2453647.250000 Penalty: 5021.617188
	Iteration 49Q: 3 clusters Score -2453647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2453649.000000 Penalty: 5021.617188
	Iteration 50Q: 3 clusters Score -2453649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2453647.250000 Penalty: 5021.617188
	Iteration 51Q: 3 clusters Score -2453647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2453646.750000 Penalty: 5021.617188
	Iteration 52Q: 3 clusters Score -2453647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2453651.750000 Penalty: 5021.617188
	Iteration 53Q: 3 clusters Score -2453652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2453652.250000 Penalty: 5021.617188
	Iteration 54Q: 3 clusters Score -2453652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2453656.000000 Penalty: 5021.617188
	Iteration 55Q: 3 clusters Score -2453656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2453660.750000 Penalty: 5021.617188
	Iteration 56Q: 3 clusters Score -2453661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2453660.500000 Penalty: 5021.617188
	Iteration 57Q: 3 clusters Score -2453660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2453662.500000 Penalty: 5021.617188
	Iteration 58Q: 3 clusters Score -2453662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2453661.750000 Penalty: 5021.617188
	Iteration 59Q: 3 clusters Score -2453662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2453663.000000 Penalty: 5021.617188
	Iteration 60F: 3 clusters Score -2453663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2453666.750000 Penalty: 5021.617188
	Iteration 61Q: 3 clusters Score -2453667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2453667.500000 Penalty: 5021.617188
	Iteration 62Q: 3 clusters Score -2453668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2453668.250000 Penalty: 5021.617188
	Iteration 63Q: 3 clusters Score -2453668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2453669.250000 Penalty: 5021.617188
	Iteration 64Q: 3 clusters Score -2453669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2453666.250000 Penalty: 5021.617188
	Iteration 65Q: 3 clusters Score -2453666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2453663.250000 Penalty: 5021.617188
	Iteration 66Q: 3 clusters Score -2453663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2453666.250000 Penalty: 5021.617188
	Iteration 67Q: 3 clusters Score -2453666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2453668.000000 Penalty: 5021.617188
	Iteration 68Q: 3 clusters Score -2453668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2453668.000000 Penalty: 5021.617188
	Iteration 69F: 3 clusters Score -2453668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Entering Unmasked Estep 
Score: -760749.312500 Penalty: 2212.289551
	Iteration 0F: 2 clusters Score -760749.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -754676.562500 Penalty: 4424.579102
	Iteration 0F: 3 clusters Score -754676.6 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -756337.187500 Penalty: 4424.579102
	Iteration 1F: 3 clusters Score -756337.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -756602.062500 Penalty: 4424.579102
	Iteration 2F: 3 clusters Score -756602.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -756798.500000 Penalty: 4424.579102
	Iteration 3F: 3 clusters Score -756798.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -757017.312500 Penalty: 4424.579102
	Iteration 4Q: 3 clusters Score -757017.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -757214.500000 Penalty: 4424.579102
	Iteration 5Q: 3 clusters Score -757214.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -757412.187500 Penalty: 4424.579102
	Iteration 6Q: 3 clusters Score -757412.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -757578.000000 Penalty: 4424.579102
	Iteration 7Q: 3 clusters Score -757578 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -757755.625000 Penalty: 4424.579102
	Iteration 8Q: 3 clusters Score -757755.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -757915.875000 Penalty: 4424.579102
	Iteration 9Q: 3 clusters Score -757915.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -758068.875000 Penalty: 4424.579102
	Iteration 10Q: 3 clusters Score -758068.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -758219.500000 Penalty: 4424.579102
	Iteration 11Q: 3 clusters Score -758219.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -758346.062500 Penalty: 4424.579102
	Iteration 12Q: 3 clusters Score -758346.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -758444.500000 Penalty: 4424.579102
	Iteration 13Q: 3 clusters Score -758444.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -758525.687500 Penalty: 4424.579102
	Iteration 14Q: 3 clusters Score -758525.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -758595.812500 Penalty: 4424.579102
	Iteration 15Q: 3 clusters Score -758595.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -758661.375000 Penalty: 4424.579102
	Iteration 16Q: 3 clusters Score -758661.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -758710.562500 Penalty: 4424.579102
	Iteration 17Q: 3 clusters Score -758710.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -758747.125000 Penalty: 4424.579102
	Iteration 18Q: 3 clusters Score -758747.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -758776.500000 Penalty: 4424.579102
	Iteration 19Q: 3 clusters Score -758776.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -758797.812500 Penalty: 4424.579102
	Iteration 20F: 3 clusters Score -758797.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -758807.125000 Penalty: 4424.579102
	Iteration 21Q: 3 clusters Score -758807.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -758818.187500 Penalty: 4424.579102
	Iteration 22Q: 3 clusters Score -758818.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -758828.062500 Penalty: 4424.579102
	Iteration 23Q: 3 clusters Score -758828.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -758835.625000 Penalty: 4424.579102
	Iteration 24Q: 3 clusters Score -758835.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -758840.312500 Penalty: 4424.579102
	Iteration 25Q: 3 clusters Score -758840.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -758842.125000 Penalty: 4424.579102
	Iteration 26Q: 3 clusters Score -758842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -758843.312500 Penalty: 4424.579102
	Iteration 27Q: 3 clusters Score -758843.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -758848.375000 Penalty: 4424.579102
	Iteration 28Q: 3 clusters Score -758848.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -758854.312500 Penalty: 4424.579102
	Iteration 29Q: 3 clusters Score -758854.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -758860.187500 Penalty: 4424.579102
	Iteration 30Q: 3 clusters Score -758860.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -758866.437500 Penalty: 4424.579102
	Iteration 31Q: 3 clusters Score -758866.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -758875.687500 Penalty: 4424.579102
	Iteration 32Q: 3 clusters Score -758875.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -758879.625000 Penalty: 4424.579102
	Iteration 33Q: 3 clusters Score -758879.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -758884.937500 Penalty: 4424.579102
	Iteration 34Q: 3 clusters Score -758884.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -758889.312500 Penalty: 4424.579102
	Iteration 35Q: 3 clusters Score -758889.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -758892.437500 Penalty: 4424.579102
	Iteration 36Q: 3 clusters Score -758892.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -758899.562500 Penalty: 4424.579102
	Iteration 37Q: 3 clusters Score -758899.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -758903.937500 Penalty: 4424.579102
	Iteration 38Q: 3 clusters Score -758903.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -758905.437500 Penalty: 4424.579102
	Iteration 39Q: 3 clusters Score -758905.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -758909.375000 Penalty: 4424.579102
	Iteration 40F: 3 clusters Score -758909.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -758910.500000 Penalty: 4424.579102
	Iteration 41Q: 3 clusters Score -758910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -758910.125000 Penalty: 4424.579102
	Iteration 42Q: 3 clusters Score -758910.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -758911.500000 Penalty: 4424.579102
	Iteration 43Q: 3 clusters Score -758911.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -758913.750000 Penalty: 4424.579102
	Iteration 44Q: 3 clusters Score -758913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -758915.062500 Penalty: 4424.579102
	Iteration 45Q: 3 clusters Score -758915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -758915.812500 Penalty: 4424.579102
	Iteration 46Q: 3 clusters Score -758915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -758916.250000 Penalty: 4424.579102
	Iteration 47Q: 3 clusters Score -758916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -758915.187500 Penalty: 4424.579102
	Iteration 48Q: 3 clusters Score -758915.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -758915.187500 Penalty: 4424.579102
	Iteration 49F: 3 clusters Score -758915.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Entering Unmasked Estep 
Score: -6620207.000000 Penalty: 2752.018555
	Iteration 0F: 2 clusters Score -6620207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -6576091.500000 Penalty: 5504.037109
	Iteration 0F: 3 clusters Score -6576092 nChanged 30753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -6593882.000000 Penalty: 5504.037109
	Iteration 1F: 3 clusters Score -6593882 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -6595121.500000 Penalty: 5504.037109
	Iteration 2Q: 3 clusters Score -6595122 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -6596864.000000 Penalty: 5504.037109
	Iteration 3Q: 3 clusters Score -6596864 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -6599669.500000 Penalty: 5504.037109
	Iteration 4F: 3 clusters Score -6599670 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -6603310.500000 Penalty: 5504.037109
	Iteration 5F: 3 clusters Score -6603310 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -6607295.500000 Penalty: 5504.037109
	Iteration 6F: 3 clusters Score -6607296 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -6610940.000000 Penalty: 5504.037109
	Iteration 7F: 3 clusters Score -6610940 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -6613790.500000 Penalty: 5504.037109
	Iteration 8F: 3 clusters Score -6613790 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -6615615.500000 Penalty: 5504.037109
	Iteration 9Q: 3 clusters Score -6615616 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -6616406.000000 Penalty: 5504.037109
	Iteration 10Q: 3 clusters Score -6616406 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -6616793.500000 Penalty: 5504.037109
	Iteration 11Q: 3 clusters Score -6616794 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -6616989.000000 Penalty: 5504.037109
	Iteration 12Q: 3 clusters Score -6616989 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -6617092.500000 Penalty: 5504.037109
	Iteration 13Q: 3 clusters Score -6617092 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -6617156.500000 Penalty: 5504.037109
	Iteration 14Q: 3 clusters Score -6617156 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -6617212.500000 Penalty: 5504.037109
	Iteration 15Q: 3 clusters Score -6617212 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -6617247.000000 Penalty: 5504.037109
	Iteration 16Q: 3 clusters Score -6617247 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -6617272.500000 Penalty: 5504.037109
	Iteration 17Q: 3 clusters Score -6617272 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -6617307.000000 Penalty: 5504.037109
	Iteration 18Q: 3 clusters Score -6617307 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -6617320.000000 Penalty: 5504.037109
	Iteration 19Q: 3 clusters Score -6617320 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -6617336.500000 Penalty: 5504.037109
	Iteration 20F: 3 clusters Score -6617336 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -6617353.500000 Penalty: 5504.037109
	Iteration 21Q: 3 clusters Score -6617354 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -6617343.500000 Penalty: 5504.037109
	Iteration 22Q: 3 clusters Score -6617344 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -6617359.500000 Penalty: 5504.037109
	Iteration 23Q: 3 clusters Score -6617360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -6617357.000000 Penalty: 5504.037109
	Iteration 24Q: 3 clusters Score -6617357 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -6617365.000000 Penalty: 5504.037109
	Iteration 25Q: 3 clusters Score -6617365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -6617384.500000 Penalty: 5504.037109
	Iteration 26Q: 3 clusters Score -6617384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -6617368.000000 Penalty: 5504.037109
	Iteration 27Q: 3 clusters Score -6617368 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -6617360.000000 Penalty: 5504.037109
	Iteration 28Q: 3 clusters Score -6617360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -6617361.000000 Penalty: 5504.037109
	Iteration 29Q: 3 clusters Score -6617361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -6617376.500000 Penalty: 5504.037109
	Iteration 30Q: 3 clusters Score -6617376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -6617375.000000 Penalty: 5504.037109
	Iteration 31Q: 3 clusters Score -6617375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -6617390.500000 Penalty: 5504.037109
	Iteration 32Q: 3 clusters Score -6617390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -6617397.500000 Penalty: 5504.037109
	Iteration 33Q: 3 clusters Score -6617398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -6617392.500000 Penalty: 5504.037109
	Iteration 34Q: 3 clusters Score -6617392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -6617398.500000 Penalty: 5504.037109
	Iteration 35Q: 3 clusters Score -6617398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -6617399.000000 Penalty: 5504.037109
	Iteration 36Q: 3 clusters Score -6617399 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -6617393.500000 Penalty: 5504.037109
	Iteration 37Q: 3 clusters Score -6617394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -6617398.000000 Penalty: 5504.037109
	Iteration 38Q: 3 clusters Score -6617398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -6617396.500000 Penalty: 5504.037109
	Iteration 39Q: 3 clusters Score -6617396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -6617395.000000 Penalty: 5504.037109
	Iteration 40F: 3 clusters Score -6617395 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -6617402.500000 Penalty: 5504.037109
	Iteration 41Q: 3 clusters Score -6617402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -6617419.000000 Penalty: 5504.037109
	Iteration 42Q: 3 clusters Score -6617419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -6617426.000000 Penalty: 5504.037109
	Iteration 43Q: 3 clusters Score -6617426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -6617436.000000 Penalty: 5504.037109
	Iteration 44Q: 3 clusters Score -6617436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -6617425.000000 Penalty: 5504.037109
	Iteration 45Q: 3 clusters Score -6617425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -6617421.000000 Penalty: 5504.037109
	Iteration 46Q: 3 clusters Score -6617421 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -6617422.000000 Penalty: 5504.037109
	Iteration 47Q: 3 clusters Score -6617422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -6617421.500000 Penalty: 5504.037109
	Iteration 48Q: 3 clusters Score -6617422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -6617424.500000 Penalty: 5504.037109
	Iteration 49Q: 3 clusters Score -6617424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -6617422.500000 Penalty: 5504.037109
	Iteration 50Q: 3 clusters Score -6617422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -6617431.000000 Penalty: 5504.037109
	Iteration 51Q: 3 clusters Score -6617431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -6617428.500000 Penalty: 5504.037109
	Iteration 52Q: 3 clusters Score -6617428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -6617426.000000 Penalty: 5504.037109
	Iteration 53Q: 3 clusters Score -6617426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -6617434.000000 Penalty: 5504.037109
	Iteration 54Q: 3 clusters Score -6617434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -6617430.500000 Penalty: 5504.037109
	Iteration 55Q: 3 clusters Score -6617430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -6617426.500000 Penalty: 5504.037109
	Iteration 56Q: 3 clusters Score -6617426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -6617429.500000 Penalty: 5504.037109
	Iteration 57Q: 3 clusters Score -6617430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -6617442.000000 Penalty: 5504.037109
	Iteration 58Q: 3 clusters Score -6617442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -6617445.500000 Penalty: 5504.037109
	Iteration 59Q: 3 clusters Score -6617446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -6617435.000000 Penalty: 5504.037109
	Iteration 60F: 3 clusters Score -6617435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -6617444.500000 Penalty: 5504.037109
	Iteration 61Q: 3 clusters Score -6617444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -6617441.000000 Penalty: 5504.037109
	Iteration 62Q: 3 clusters Score -6617441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -6617443.000000 Penalty: 5504.037109
	Iteration 63Q: 3 clusters Score -6617443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -6617447.000000 Penalty: 5504.037109
	Iteration 64Q: 3 clusters Score -6617447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -6617441.000000 Penalty: 5504.037109
	Iteration 65Q: 3 clusters Score -6617441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -6617442.000000 Penalty: 5504.037109
	Iteration 66Q: 3 clusters Score -6617442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -6617438.500000 Penalty: 5504.037109
	Iteration 67Q: 3 clusters Score -6617438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -6617437.500000 Penalty: 5504.037109
	Iteration 68Q: 3 clusters Score -6617438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -6617452.000000 Penalty: 5504.037109
	Iteration 69Q: 3 clusters Score -6617452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -6617459.000000 Penalty: 5504.037109
	Iteration 70Q: 3 clusters Score -6617459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -6617455.000000 Penalty: 5504.037109
	Iteration 71Q: 3 clusters Score -6617455 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -6617451.500000 Penalty: 5504.037109
	Iteration 72Q: 3 clusters Score -6617452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -6617442.500000 Penalty: 5504.037109
	Iteration 73Q: 3 clusters Score -6617442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -6617447.500000 Penalty: 5504.037109
	Iteration 74Q: 3 clusters Score -6617448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -6617454.000000 Penalty: 5504.037109
	Iteration 75Q: 3 clusters Score -6617454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -6617454.500000 Penalty: 5504.037109
	Iteration 76Q: 3 clusters Score -6617454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -6617455.500000 Penalty: 5504.037109
	Iteration 77Q: 3 clusters Score -6617456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -6617453.500000 Penalty: 5504.037109
	Iteration 78Q: 3 clusters Score -6617454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -6617460.000000 Penalty: 5504.037109
	Iteration 79Q: 3 clusters Score -6617460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -6617454.000000 Penalty: 5504.037109
	Iteration 80F: 3 clusters Score -6617454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -6617453.500000 Penalty: 5504.037109
	Iteration 81Q: 3 clusters Score -6617454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -6617446.500000 Penalty: 5504.037109
	Iteration 82Q: 3 clusters Score -6617446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -6617452.000000 Penalty: 5504.037109
	Iteration 83Q: 3 clusters Score -6617452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -6617455.500000 Penalty: 5504.037109
	Iteration 84Q: 3 clusters Score -6617456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -6617463.500000 Penalty: 5504.037109
	Iteration 85Q: 3 clusters Score -6617464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -6617462.500000 Penalty: 5504.037109
	Iteration 86Q: 3 clusters Score -6617462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -6617447.500000 Penalty: 5504.037109
	Iteration 87Q: 3 clusters Score -6617448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -6617445.500000 Penalty: 5504.037109
	Iteration 88Q: 3 clusters Score -6617446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -6617447.000000 Penalty: 5504.037109
	Iteration 89Q: 3 clusters Score -6617447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -6617441.000000 Penalty: 5504.037109
	Iteration 90Q: 3 clusters Score -6617441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -6617438.000000 Penalty: 5504.037109
	Iteration 91Q: 3 clusters Score -6617438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -6617438.000000 Penalty: 5504.037109
	Iteration 92Q: 3 clusters Score -6617438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -6617439.500000 Penalty: 5504.037109
	Iteration 93Q: 3 clusters Score -6617440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -6617433.000000 Penalty: 5504.037109
	Iteration 94Q: 3 clusters Score -6617433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -6617444.500000 Penalty: 5504.037109
	Iteration 95Q: 3 clusters Score -6617444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -6617452.500000 Penalty: 5504.037109
	Iteration 96Q: 3 clusters Score -6617452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -6617449.500000 Penalty: 5504.037109
	Iteration 97Q: 3 clusters Score -6617450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -6617443.500000 Penalty: 5504.037109
	Iteration 98Q: 3 clusters Score -6617444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -6617451.000000 Penalty: 5504.037109
	Iteration 99Q: 3 clusters Score -6617451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -6617449.000000 Penalty: 5504.037109
	Iteration 100F: 3 clusters Score -6617449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -6617450.000000 Penalty: 5504.037109
	Iteration 101Q: 3 clusters Score -6617450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -6617444.000000 Penalty: 5504.037109
	Iteration 102Q: 3 clusters Score -6617444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -6617448.000000 Penalty: 5504.037109
	Iteration 103Q: 3 clusters Score -6617448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -6617437.000000 Penalty: 5504.037109
	Iteration 104Q: 3 clusters Score -6617437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -6617436.500000 Penalty: 5504.037109
	Iteration 105Q: 3 clusters Score -6617436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -6617446.000000 Penalty: 5504.037109
	Iteration 106Q: 3 clusters Score -6617446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -6617437.000000 Penalty: 5504.037109
	Iteration 107Q: 3 clusters Score -6617437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -6617438.000000 Penalty: 5504.037109
	Iteration 108Q: 3 clusters Score -6617438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -6617444.000000 Penalty: 5504.037109
	Iteration 109Q: 3 clusters Score -6617444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -6617442.500000 Penalty: 5504.037109
	Iteration 110Q: 3 clusters Score -6617442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -6617458.500000 Penalty: 5504.037109
	Iteration 111Q: 3 clusters Score -6617458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -6617458.000000 Penalty: 5504.037109
	Iteration 112Q: 3 clusters Score -6617458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -6617455.000000 Penalty: 5504.037109
	Iteration 113Q: 3 clusters Score -6617455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -6617457.500000 Penalty: 5504.037109
	Iteration 114Q: 3 clusters Score -6617458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -6617452.500000 Penalty: 5504.037109
	Iteration 115Q: 3 clusters Score -6617452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -6617452.000000 Penalty: 5504.037109
	Iteration 116Q: 3 clusters Score -6617452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -6617455.000000 Penalty: 5504.037109
	Iteration 117Q: 3 clusters Score -6617455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -6617451.500000 Penalty: 5504.037109
	Iteration 118Q: 3 clusters Score -6617452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -6617451.500000 Penalty: 5504.037109
	Iteration 119F: 3 clusters Score -6617452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -189473.578125 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -189473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -186844.296875 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -186844.3 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -187379.140625 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -187379.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -187569.796875 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -187569.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -187705.734375 Penalty: 3769.054443
	Iteration 3F: 3 clusters Score -187705.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -187810.421875 Penalty: 3769.054443
	Iteration 4F: 3 clusters Score -187810.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -187874.359375 Penalty: 3769.054443
	Iteration 5Q: 3 clusters Score -187874.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -187923.718750 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -187923.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -187963.609375 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -187963.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -187989.453125 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -187989.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -188020.250000 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -188020.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -188048.890625 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -188048.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -188070.718750 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -188070.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -188099.156250 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -188099.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -188126.062500 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -188126.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -188149.062500 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -188149.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -188170.828125 Penalty: 3769.054443
	Iteration 15Q: 3 clusters Score -188170.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -188186.078125 Penalty: 3769.054443
	Iteration 16Q: 3 clusters Score -188186.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -188202.921875 Penalty: 3769.054443
	Iteration 17Q: 3 clusters Score -188202.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -188209.750000 Penalty: 3769.054443
	Iteration 18Q: 3 clusters Score -188209.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -188215.656250 Penalty: 3769.054443
	Iteration 19Q: 3 clusters Score -188215.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -188218.687500 Penalty: 3769.054443
	Iteration 20F: 3 clusters Score -188218.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -188219.984375 Penalty: 3769.054443
	Iteration 21Q: 3 clusters Score -188220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -188219.984375 Penalty: 3769.054443
	Iteration 22F: 3 clusters Score -188220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Entering Unmasked Estep 
Score: -2709962.250000 Penalty: 2537.732178
	Iteration 0F: 2 clusters Score -2709962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2690844.500000 Penalty: 5075.464355
	Iteration 0F: 3 clusters Score -2690844 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2697577.000000 Penalty: 5075.464355
	Iteration 1F: 3 clusters Score -2697577 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2698094.500000 Penalty: 5075.464355
	Iteration 2F: 3 clusters Score -2698094 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2698574.250000 Penalty: 5075.464355
	Iteration 3Q: 3 clusters Score -2698574 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2699040.000000 Penalty: 5075.464355
	Iteration 4Q: 3 clusters Score -2699040 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2699518.250000 Penalty: 5075.464355
	Iteration 5Q: 3 clusters Score -2699518 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2700076.000000 Penalty: 5075.464355
	Iteration 6Q: 3 clusters Score -2700076 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2700702.500000 Penalty: 5075.464355
	Iteration 7Q: 3 clusters Score -2700702 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2701474.250000 Penalty: 5075.464355
	Iteration 8Q: 3 clusters Score -2701474 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2702301.000000 Penalty: 5075.464355
	Iteration 9Q: 3 clusters Score -2702301 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2703176.750000 Penalty: 5075.464355
	Iteration 10F: 3 clusters Score -2703177 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2703942.750000 Penalty: 5075.464355
	Iteration 11Q: 3 clusters Score -2703943 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2704573.750000 Penalty: 5075.464355
	Iteration 12Q: 3 clusters Score -2704574 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2705055.500000 Penalty: 5075.464355
	Iteration 13Q: 3 clusters Score -2705056 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2705410.000000 Penalty: 5075.464355
	Iteration 14Q: 3 clusters Score -2705410 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2705737.500000 Penalty: 5075.464355
	Iteration 15Q: 3 clusters Score -2705738 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2705946.250000 Penalty: 5075.464355
	Iteration 16Q: 3 clusters Score -2705946 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2706085.250000 Penalty: 5075.464355
	Iteration 17Q: 3 clusters Score -2706085 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2706201.250000 Penalty: 5075.464355
	Iteration 18Q: 3 clusters Score -2706201 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2706299.500000 Penalty: 5075.464355
	Iteration 19Q: 3 clusters Score -2706300 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2706367.250000 Penalty: 5075.464355
	Iteration 20F: 3 clusters Score -2706367 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2706447.250000 Penalty: 5075.464355
	Iteration 21Q: 3 clusters Score -2706447 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2706501.750000 Penalty: 5075.464355
	Iteration 22Q: 3 clusters Score -2706502 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2706594.750000 Penalty: 5075.464355
	Iteration 23Q: 3 clusters Score -2706595 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2706680.250000 Penalty: 5075.464355
	Iteration 24Q: 3 clusters Score -2706680 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2706752.500000 Penalty: 5075.464355
	Iteration 25Q: 3 clusters Score -2706752 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2706815.250000 Penalty: 5075.464355
	Iteration 26Q: 3 clusters Score -2706815 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2706919.000000 Penalty: 5075.464355
	Iteration 27Q: 3 clusters Score -2706919 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2707017.250000 Penalty: 5075.464355
	Iteration 28Q: 3 clusters Score -2707017 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2707121.750000 Penalty: 5075.464355
	Iteration 29Q: 3 clusters Score -2707122 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2707206.000000 Penalty: 5075.464355
	Iteration 30Q: 3 clusters Score -2707206 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2707295.750000 Penalty: 5075.464355
	Iteration 31Q: 3 clusters Score -2707296 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -2707389.250000 Penalty: 5075.464355
	Iteration 32Q: 3 clusters Score -2707389 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2707480.750000 Penalty: 5075.464355
	Iteration 33Q: 3 clusters Score -2707481 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2707562.750000 Penalty: 5075.464355
	Iteration 34Q: 3 clusters Score -2707563 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -2707642.000000 Penalty: 5075.464355
	Iteration 35Q: 3 clusters Score -2707642 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2707719.250000 Penalty: 5075.464355
	Iteration 36Q: 3 clusters Score -2707719 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -2707784.500000 Penalty: 5075.464355
	Iteration 37Q: 3 clusters Score -2707784 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -2707838.500000 Penalty: 5075.464355
	Iteration 38Q: 3 clusters Score -2707838 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2707907.000000 Penalty: 5075.464355
	Iteration 39Q: 3 clusters Score -2707907 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -2707978.000000 Penalty: 5075.464355
	Iteration 40F: 3 clusters Score -2707978 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2708034.000000 Penalty: 5075.464355
	Iteration 41Q: 3 clusters Score -2708034 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2708087.500000 Penalty: 5075.464355
	Iteration 42Q: 3 clusters Score -2708088 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -2708118.000000 Penalty: 5075.464355
	Iteration 43Q: 3 clusters Score -2708118 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -2708146.500000 Penalty: 5075.464355
	Iteration 44Q: 3 clusters Score -2708146 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -2708170.000000 Penalty: 5075.464355
	Iteration 45Q: 3 clusters Score -2708170 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2708187.500000 Penalty: 5075.464355
	Iteration 46Q: 3 clusters Score -2708188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -2708196.500000 Penalty: 5075.464355
	Iteration 47Q: 3 clusters Score -2708196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -2708211.000000 Penalty: 5075.464355
	Iteration 48Q: 3 clusters Score -2708211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -2708223.000000 Penalty: 5075.464355
	Iteration 49Q: 3 clusters Score -2708223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -2708227.000000 Penalty: 5075.464355
	Iteration 50Q: 3 clusters Score -2708227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -2708230.750000 Penalty: 5075.464355
	Iteration 51Q: 3 clusters Score -2708231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -2708240.750000 Penalty: 5075.464355
	Iteration 52Q: 3 clusters Score -2708241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -2708246.000000 Penalty: 5075.464355
	Iteration 53Q: 3 clusters Score -2708246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -2708245.750000 Penalty: 5075.464355
	Iteration 54Q: 3 clusters Score -2708246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -2708252.750000 Penalty: 5075.464355
	Iteration 55Q: 3 clusters Score -2708253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -2708255.250000 Penalty: 5075.464355
	Iteration 56Q: 3 clusters Score -2708255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -2708257.250000 Penalty: 5075.464355
	Iteration 57Q: 3 clusters Score -2708257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -2708264.500000 Penalty: 5075.464355
	Iteration 58Q: 3 clusters Score -2708264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -2708270.000000 Penalty: 5075.464355
	Iteration 59Q: 3 clusters Score -2708270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -2708275.000000 Penalty: 5075.464355
	Iteration 60F: 3 clusters Score -2708275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -2708274.250000 Penalty: 5075.464355
	Iteration 61Q: 3 clusters Score -2708274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -2708286.000000 Penalty: 5075.464355
	Iteration 62Q: 3 clusters Score -2708286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -2708286.750000 Penalty: 5075.464355
	Iteration 63Q: 3 clusters Score -2708287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -2708295.500000 Penalty: 5075.464355
	Iteration 64Q: 3 clusters Score -2708296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -2708292.000000 Penalty: 5075.464355
	Iteration 65Q: 3 clusters Score -2708292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -2708298.500000 Penalty: 5075.464355
	Iteration 66Q: 3 clusters Score -2708298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -2708301.250000 Penalty: 5075.464355
	Iteration 67Q: 3 clusters Score -2708301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -2708302.500000 Penalty: 5075.464355
	Iteration 68Q: 3 clusters Score -2708302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -2708297.250000 Penalty: 5075.464355
	Iteration 69Q: 3 clusters Score -2708297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -2708301.500000 Penalty: 5075.464355
	Iteration 70Q: 3 clusters Score -2708302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -2708300.750000 Penalty: 5075.464355
	Iteration 71Q: 3 clusters Score -2708301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -2708304.000000 Penalty: 5075.464355
	Iteration 72Q: 3 clusters Score -2708304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -2708304.500000 Penalty: 5075.464355
	Iteration 73Q: 3 clusters Score -2708304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2708307.250000 Penalty: 5075.464355
	Iteration 74Q: 3 clusters Score -2708307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -2708308.750000 Penalty: 5075.464355
	Iteration 75Q: 3 clusters Score -2708309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -2708306.500000 Penalty: 5075.464355
	Iteration 76Q: 3 clusters Score -2708306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -2708312.000000 Penalty: 5075.464355
	Iteration 77Q: 3 clusters Score -2708312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -2708315.500000 Penalty: 5075.464355
	Iteration 78Q: 3 clusters Score -2708316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -2708316.250000 Penalty: 5075.464355
	Iteration 79Q: 3 clusters Score -2708316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -2708314.000000 Penalty: 5075.464355
	Iteration 80F: 3 clusters Score -2708314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -2708314.250000 Penalty: 5075.464355
	Iteration 81Q: 3 clusters Score -2708314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -2708315.000000 Penalty: 5075.464355
	Iteration 82Q: 3 clusters Score -2708315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -2708317.500000 Penalty: 5075.464355
	Iteration 83Q: 3 clusters Score -2708318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -2708317.500000 Penalty: 5075.464355
	Iteration 84F: 3 clusters Score -2708318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Entering Unmasked Estep 
Score: -2407525.250000 Penalty: 2521.369629
	Iteration 0F: 2 clusters Score -2407525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2389570.000000 Penalty: 5042.739258
	Iteration 0F: 3 clusters Score -2389570 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2395698.250000 Penalty: 5042.739258
	Iteration 1F: 3 clusters Score -2395698 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2396108.750000 Penalty: 5042.739258
	Iteration 2Q: 3 clusters Score -2396109 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2396525.750000 Penalty: 5042.739258
	Iteration 3Q: 3 clusters Score -2396526 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2396957.250000 Penalty: 5042.739258
	Iteration 4Q: 3 clusters Score -2396957 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2397470.500000 Penalty: 5042.739258
	Iteration 5Q: 3 clusters Score -2397470 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2398088.500000 Penalty: 5042.739258
	Iteration 6Q: 3 clusters Score -2398088 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2398815.000000 Penalty: 5042.739258
	Iteration 7Q: 3 clusters Score -2398815 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2399655.250000 Penalty: 5042.739258
	Iteration 8F: 3 clusters Score -2399655 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2400659.500000 Penalty: 5042.739258
	Iteration 9F: 3 clusters Score -2400660 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2401642.500000 Penalty: 5042.739258
	Iteration 10F: 3 clusters Score -2401642 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2402542.750000 Penalty: 5042.739258
	Iteration 11Q: 3 clusters Score -2402543 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2403230.000000 Penalty: 5042.739258
	Iteration 12Q: 3 clusters Score -2403230 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2403665.500000 Penalty: 5042.739258
	Iteration 13Q: 3 clusters Score -2403666 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2403933.000000 Penalty: 5042.739258
	Iteration 14Q: 3 clusters Score -2403933 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2404056.000000 Penalty: 5042.739258
	Iteration 15Q: 3 clusters Score -2404056 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2404141.750000 Penalty: 5042.739258
	Iteration 16Q: 3 clusters Score -2404142 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2404203.750000 Penalty: 5042.739258
	Iteration 17Q: 3 clusters Score -2404204 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2404230.750000 Penalty: 5042.739258
	Iteration 18Q: 3 clusters Score -2404231 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2404260.500000 Penalty: 5042.739258
	Iteration 19Q: 3 clusters Score -2404260 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2404306.500000 Penalty: 5042.739258
	Iteration 20F: 3 clusters Score -2404306 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2404344.000000 Penalty: 5042.739258
	Iteration 21Q: 3 clusters Score -2404344 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2404369.000000 Penalty: 5042.739258
	Iteration 22Q: 3 clusters Score -2404369 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2404407.250000 Penalty: 5042.739258
	Iteration 23Q: 3 clusters Score -2404407 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2404429.750000 Penalty: 5042.739258
	Iteration 24Q: 3 clusters Score -2404430 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2404453.750000 Penalty: 5042.739258
	Iteration 25Q: 3 clusters Score -2404454 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2404482.750000 Penalty: 5042.739258
	Iteration 26Q: 3 clusters Score -2404483 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2404500.000000 Penalty: 5042.739258
	Iteration 27Q: 3 clusters Score -2404500 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2404516.250000 Penalty: 5042.739258
	Iteration 28Q: 3 clusters Score -2404516 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2404534.000000 Penalty: 5042.739258
	Iteration 29Q: 3 clusters Score -2404534 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2404558.750000 Penalty: 5042.739258
	Iteration 30Q: 3 clusters Score -2404559 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2404578.750000 Penalty: 5042.739258
	Iteration 31Q: 3 clusters Score -2404579 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2404602.500000 Penalty: 5042.739258
	Iteration 32Q: 3 clusters Score -2404602 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2404612.500000 Penalty: 5042.739258
	Iteration 33Q: 3 clusters Score -2404612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2404630.500000 Penalty: 5042.739258
	Iteration 34Q: 3 clusters Score -2404630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2404631.500000 Penalty: 5042.739258
	Iteration 35Q: 3 clusters Score -2404632 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2404638.000000 Penalty: 5042.739258
	Iteration 36Q: 3 clusters Score -2404638 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2404646.750000 Penalty: 5042.739258
	Iteration 37Q: 3 clusters Score -2404647 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2404662.500000 Penalty: 5042.739258
	Iteration 38Q: 3 clusters Score -2404662 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2404675.500000 Penalty: 5042.739258
	Iteration 39Q: 3 clusters Score -2404676 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2404705.000000 Penalty: 5042.739258
	Iteration 40F: 3 clusters Score -2404705 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2404711.250000 Penalty: 5042.739258
	Iteration 41Q: 3 clusters Score -2404711 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2404724.500000 Penalty: 5042.739258
	Iteration 42Q: 3 clusters Score -2404724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2404734.750000 Penalty: 5042.739258
	Iteration 43Q: 3 clusters Score -2404735 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2404752.500000 Penalty: 5042.739258
	Iteration 44Q: 3 clusters Score -2404752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2404768.500000 Penalty: 5042.739258
	Iteration 45Q: 3 clusters Score -2404768 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2404792.250000 Penalty: 5042.739258
	Iteration 46Q: 3 clusters Score -2404792 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2404806.250000 Penalty: 5042.739258
	Iteration 47Q: 3 clusters Score -2404806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2404820.250000 Penalty: 5042.739258
	Iteration 48Q: 3 clusters Score -2404820 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2404835.000000 Penalty: 5042.739258
	Iteration 49Q: 3 clusters Score -2404835 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2404845.250000 Penalty: 5042.739258
	Iteration 50Q: 3 clusters Score -2404845 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2404862.500000 Penalty: 5042.739258
	Iteration 51Q: 3 clusters Score -2404862 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2404883.500000 Penalty: 5042.739258
	Iteration 52Q: 3 clusters Score -2404884 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2404900.250000 Penalty: 5042.739258
	Iteration 53Q: 3 clusters Score -2404900 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2404910.750000 Penalty: 5042.739258
	Iteration 54Q: 3 clusters Score -2404911 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2404933.000000 Penalty: 5042.739258
	Iteration 55Q: 3 clusters Score -2404933 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2404955.000000 Penalty: 5042.739258
	Iteration 56Q: 3 clusters Score -2404955 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2404980.250000 Penalty: 5042.739258
	Iteration 57Q: 3 clusters Score -2404980 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2404998.500000 Penalty: 5042.739258
	Iteration 58Q: 3 clusters Score -2404998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2405030.750000 Penalty: 5042.739258
	Iteration 59Q: 3 clusters Score -2405031 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -2405055.000000 Penalty: 5042.739258
	Iteration 60F: 3 clusters Score -2405055 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2405093.000000 Penalty: 5042.739258
	Iteration 61Q: 3 clusters Score -2405093 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2405142.500000 Penalty: 5042.739258
	Iteration 62Q: 3 clusters Score -2405142 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -2405178.250000 Penalty: 5042.739258
	Iteration 63Q: 3 clusters Score -2405178 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2405231.500000 Penalty: 5042.739258
	Iteration 64Q: 3 clusters Score -2405232 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2405274.250000 Penalty: 5042.739258
	Iteration 65Q: 3 clusters Score -2405274 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2405322.000000 Penalty: 5042.739258
	Iteration 66Q: 3 clusters Score -2405322 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -2405364.250000 Penalty: 5042.739258
	Iteration 67Q: 3 clusters Score -2405364 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2405415.250000 Penalty: 5042.739258
	Iteration 68Q: 3 clusters Score -2405415 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2405463.750000 Penalty: 5042.739258
	Iteration 69Q: 3 clusters Score -2405464 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -2405513.250000 Penalty: 5042.739258
	Iteration 70Q: 3 clusters Score -2405513 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -2405562.250000 Penalty: 5042.739258
	Iteration 71Q: 3 clusters Score -2405562 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -2405598.250000 Penalty: 5042.739258
	Iteration 72Q: 3 clusters Score -2405598 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2405630.750000 Penalty: 5042.739258
	Iteration 73Q: 3 clusters Score -2405631 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2405671.750000 Penalty: 5042.739258
	Iteration 74Q: 3 clusters Score -2405672 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -2405711.250000 Penalty: 5042.739258
	Iteration 75Q: 3 clusters Score -2405711 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -2405756.500000 Penalty: 5042.739258
	Iteration 76Q: 3 clusters Score -2405756 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2405807.500000 Penalty: 5042.739258
	Iteration 77Q: 3 clusters Score -2405808 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -2405889.500000 Penalty: 5042.739258
	Iteration 78Q: 3 clusters Score -2405890 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2405948.750000 Penalty: 5042.739258
	Iteration 79Q: 3 clusters Score -2405949 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2406020.500000 Penalty: 5042.739258
	Iteration 80F: 3 clusters Score -2406020 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -2406111.500000 Penalty: 5042.739258
	Iteration 81Q: 3 clusters Score -2406112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -2406167.250000 Penalty: 5042.739258
	Iteration 82Q: 3 clusters Score -2406167 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2406202.250000 Penalty: 5042.739258
	Iteration 83Q: 3 clusters Score -2406202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -2406226.250000 Penalty: 5042.739258
	Iteration 84Q: 3 clusters Score -2406226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -2406240.750000 Penalty: 5042.739258
	Iteration 85Q: 3 clusters Score -2406241 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -2406256.750000 Penalty: 5042.739258
	Iteration 86Q: 3 clusters Score -2406257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -2406261.250000 Penalty: 5042.739258
	Iteration 87Q: 3 clusters Score -2406261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -2406270.000000 Penalty: 5042.739258
	Iteration 88Q: 3 clusters Score -2406270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -2406275.000000 Penalty: 5042.739258
	Iteration 89Q: 3 clusters Score -2406275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2406277.000000 Penalty: 5042.739258
	Iteration 90Q: 3 clusters Score -2406277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -2406279.000000 Penalty: 5042.739258
	Iteration 91Q: 3 clusters Score -2406279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -2406282.000000 Penalty: 5042.739258
	Iteration 92Q: 3 clusters Score -2406282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -2406279.500000 Penalty: 5042.739258
	Iteration 93Q: 3 clusters Score -2406280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -2406277.750000 Penalty: 5042.739258
	Iteration 94Q: 3 clusters Score -2406278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -2406283.000000 Penalty: 5042.739258
	Iteration 95Q: 3 clusters Score -2406283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -2406281.250000 Penalty: 5042.739258
	Iteration 96Q: 3 clusters Score -2406281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -2406280.750000 Penalty: 5042.739258
	Iteration 97Q: 3 clusters Score -2406281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -2406283.750000 Penalty: 5042.739258
	Iteration 98Q: 3 clusters Score -2406284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -2406285.750000 Penalty: 5042.739258
	Iteration 99Q: 3 clusters Score -2406286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -2406285.250000 Penalty: 5042.739258
	Iteration 100F: 3 clusters Score -2406285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2406285.500000 Penalty: 5042.739258
	Iteration 101Q: 3 clusters Score -2406286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2406288.500000 Penalty: 5042.739258
	Iteration 102Q: 3 clusters Score -2406288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -2406284.750000 Penalty: 5042.739258
	Iteration 103Q: 3 clusters Score -2406285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -2406284.750000 Penalty: 5042.739258
	Iteration 104F: 3 clusters Score -2406285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Entering Unmasked Estep 
Score: -1605689.125000 Penalty: 2422.438477
	Iteration 0F: 2 clusters Score -1605689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1593245.875000 Penalty: 4844.876953
	Iteration 0F: 3 clusters Score -1593246 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1597322.750000 Penalty: 4844.876953
	Iteration 1F: 3 clusters Score -1597323 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1597742.000000 Penalty: 4844.876953
	Iteration 2F: 3 clusters Score -1597742 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1598057.500000 Penalty: 4844.876953
	Iteration 3Q: 3 clusters Score -1598058 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1598340.875000 Penalty: 4844.876953
	Iteration 4Q: 3 clusters Score -1598341 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1598575.875000 Penalty: 4844.876953
	Iteration 5Q: 3 clusters Score -1598576 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1598802.000000 Penalty: 4844.876953
	Iteration 6Q: 3 clusters Score -1598802 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1599058.375000 Penalty: 4844.876953
	Iteration 7Q: 3 clusters Score -1599058 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1599355.125000 Penalty: 4844.876953
	Iteration 8Q: 3 clusters Score -1599355 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1599686.875000 Penalty: 4844.876953
	Iteration 9Q: 3 clusters Score -1599687 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1600076.250000 Penalty: 4844.876953
	Iteration 10Q: 3 clusters Score -1600076 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1600460.375000 Penalty: 4844.876953
	Iteration 11Q: 3 clusters Score -1600460 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1600827.250000 Penalty: 4844.876953
	Iteration 12Q: 3 clusters Score -1600827 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1601194.875000 Penalty: 4844.876953
	Iteration 13Q: 3 clusters Score -1601195 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1601537.625000 Penalty: 4844.876953
	Iteration 14Q: 3 clusters Score -1601538 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1601860.250000 Penalty: 4844.876953
	Iteration 15Q: 3 clusters Score -1601860 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1602178.625000 Penalty: 4844.876953
	Iteration 16Q: 3 clusters Score -1602179 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1602453.750000 Penalty: 4844.876953
	Iteration 17Q: 3 clusters Score -1602454 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1602712.500000 Penalty: 4844.876953
	Iteration 18Q: 3 clusters Score -1602712 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1602951.000000 Penalty: 4844.876953
	Iteration 19Q: 3 clusters Score -1602951 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1603149.875000 Penalty: 4844.876953
	Iteration 20F: 3 clusters Score -1603150 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1603306.875000 Penalty: 4844.876953
	Iteration 21Q: 3 clusters Score -1603307 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1603451.250000 Penalty: 4844.876953
	Iteration 22Q: 3 clusters Score -1603451 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1603548.125000 Penalty: 4844.876953
	Iteration 23Q: 3 clusters Score -1603548 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1603622.125000 Penalty: 4844.876953
	Iteration 24Q: 3 clusters Score -1603622 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1603678.875000 Penalty: 4844.876953
	Iteration 25Q: 3 clusters Score -1603679 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1603729.500000 Penalty: 4844.876953
	Iteration 26Q: 3 clusters Score -1603730 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1603768.000000 Penalty: 4844.876953
	Iteration 27Q: 3 clusters Score -1603768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1603798.750000 Penalty: 4844.876953
	Iteration 28Q: 3 clusters Score -1603799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1603817.625000 Penalty: 4844.876953
	Iteration 29Q: 3 clusters Score -1603818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1603833.500000 Penalty: 4844.876953
	Iteration 30Q: 3 clusters Score -1603834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1603845.250000 Penalty: 4844.876953
	Iteration 31Q: 3 clusters Score -1603845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1603861.500000 Penalty: 4844.876953
	Iteration 32Q: 3 clusters Score -1603862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1603871.750000 Penalty: 4844.876953
	Iteration 33Q: 3 clusters Score -1603872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1603876.875000 Penalty: 4844.876953
	Iteration 34Q: 3 clusters Score -1603877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1603891.750000 Penalty: 4844.876953
	Iteration 35Q: 3 clusters Score -1603892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1603903.750000 Penalty: 4844.876953
	Iteration 36Q: 3 clusters Score -1603904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1603911.250000 Penalty: 4844.876953
	Iteration 37Q: 3 clusters Score -1603911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1603919.125000 Penalty: 4844.876953
	Iteration 38Q: 3 clusters Score -1603919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1603925.000000 Penalty: 4844.876953
	Iteration 39Q: 3 clusters Score -1603925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1603929.125000 Penalty: 4844.876953
	Iteration 40F: 3 clusters Score -1603929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1603936.625000 Penalty: 4844.876953
	Iteration 41Q: 3 clusters Score -1603937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -1603940.500000 Penalty: 4844.876953
	Iteration 42Q: 3 clusters Score -1603940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1603941.875000 Penalty: 4844.876953
	Iteration 43Q: 3 clusters Score -1603942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1603944.125000 Penalty: 4844.876953
	Iteration 44Q: 3 clusters Score -1603944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1603943.250000 Penalty: 4844.876953
	Iteration 45Q: 3 clusters Score -1603943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1603943.250000 Penalty: 4844.876953
	Iteration 46F: 3 clusters Score -1603943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Entering Unmasked Estep 
Score: -4183370.750000 Penalty: 2642.088135
	Iteration 0F: 2 clusters Score -4183371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -4154763.750000 Penalty: 5284.176270
	Iteration 0F: 3 clusters Score -4154764 nChanged 19405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -4165720.500000 Penalty: 5284.176270
	Iteration 1F: 3 clusters Score -4165720 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -4166458.000000 Penalty: 5284.176270
	Iteration 2Q: 3 clusters Score -4166458 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -4167211.500000 Penalty: 5284.176270
	Iteration 3Q: 3 clusters Score -4167212 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -4168114.000000 Penalty: 5284.176270
	Iteration 4Q: 3 clusters Score -4168114 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -4169211.000000 Penalty: 5284.176270
	Iteration 5F: 3 clusters Score -4169211 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4170456.500000 Penalty: 5284.176270
	Iteration 6F: 3 clusters Score -4170456 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -4171729.000000 Penalty: 5284.176270
	Iteration 7F: 3 clusters Score -4171729 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4172870.750000 Penalty: 5284.176270
	Iteration 8F: 3 clusters Score -4172871 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -4173958.750000 Penalty: 5284.176270
	Iteration 9Q: 3 clusters Score -4173959 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -4175005.000000 Penalty: 5284.176270
	Iteration 10Q: 3 clusters Score -4175005 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -4176000.750000 Penalty: 5284.176270
	Iteration 11Q: 3 clusters Score -4176001 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -4176810.250000 Penalty: 5284.176270
	Iteration 12Q: 3 clusters Score -4176810 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -4177341.750000 Penalty: 5284.176270
	Iteration 13Q: 3 clusters Score -4177342 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -4177625.000000 Penalty: 5284.176270
	Iteration 14Q: 3 clusters Score -4177625 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -4177772.750000 Penalty: 5284.176270
	Iteration 15Q: 3 clusters Score -4177773 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -4177865.000000 Penalty: 5284.176270
	Iteration 16Q: 3 clusters Score -4177865 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -4177927.750000 Penalty: 5284.176270
	Iteration 17Q: 3 clusters Score -4177928 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -4177967.500000 Penalty: 5284.176270
	Iteration 18Q: 3 clusters Score -4177968 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -4177999.000000 Penalty: 5284.176270
	Iteration 19Q: 3 clusters Score -4177999 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -4178022.500000 Penalty: 5284.176270
	Iteration 20F: 3 clusters Score -4178022 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -4178059.750000 Penalty: 5284.176270
	Iteration 21Q: 3 clusters Score -4178060 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -4178103.000000 Penalty: 5284.176270
	Iteration 22Q: 3 clusters Score -4178103 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -4178139.500000 Penalty: 5284.176270
	Iteration 23Q: 3 clusters Score -4178140 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -4178173.000000 Penalty: 5284.176270
	Iteration 24Q: 3 clusters Score -4178173 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -4178220.250000 Penalty: 5284.176270
	Iteration 25Q: 3 clusters Score -4178220 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -4178262.250000 Penalty: 5284.176270
	Iteration 26Q: 3 clusters Score -4178262 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -4178306.750000 Penalty: 5284.176270
	Iteration 27Q: 3 clusters Score -4178307 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -4178357.250000 Penalty: 5284.176270
	Iteration 28Q: 3 clusters Score -4178357 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -4178423.250000 Penalty: 5284.176270
	Iteration 29Q: 3 clusters Score -4178423 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -4178469.250000 Penalty: 5284.176270
	Iteration 30Q: 3 clusters Score -4178469 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -4178536.250000 Penalty: 5284.176270
	Iteration 31Q: 3 clusters Score -4178536 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -4178595.500000 Penalty: 5284.176270
	Iteration 32Q: 3 clusters Score -4178596 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -4178660.250000 Penalty: 5284.176270
	Iteration 33Q: 3 clusters Score -4178660 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -4178736.500000 Penalty: 5284.176270
	Iteration 34Q: 3 clusters Score -4178736 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -4178819.500000 Penalty: 5284.176270
	Iteration 35Q: 3 clusters Score -4178820 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -4178898.500000 Penalty: 5284.176270
	Iteration 36Q: 3 clusters Score -4178898 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4178975.750000 Penalty: 5284.176270
	Iteration 37Q: 3 clusters Score -4178976 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -4179036.500000 Penalty: 5284.176270
	Iteration 38Q: 3 clusters Score -4179036 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -4179096.250000 Penalty: 5284.176270
	Iteration 39Q: 3 clusters Score -4179096 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -4179167.750000 Penalty: 5284.176270
	Iteration 40F: 3 clusters Score -4179168 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -4179224.250000 Penalty: 5284.176270
	Iteration 41Q: 3 clusters Score -4179224 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -4179289.750000 Penalty: 5284.176270
	Iteration 42Q: 3 clusters Score -4179290 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -4179355.750000 Penalty: 5284.176270
	Iteration 43Q: 3 clusters Score -4179356 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -4179429.750000 Penalty: 5284.176270
	Iteration 44Q: 3 clusters Score -4179430 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -4179485.250000 Penalty: 5284.176270
	Iteration 45Q: 3 clusters Score -4179485 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -4179529.250000 Penalty: 5284.176270
	Iteration 46Q: 3 clusters Score -4179529 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -4179564.250000 Penalty: 5284.176270
	Iteration 47Q: 3 clusters Score -4179564 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -4179605.500000 Penalty: 5284.176270
	Iteration 48Q: 3 clusters Score -4179606 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -4179637.500000 Penalty: 5284.176270
	Iteration 49Q: 3 clusters Score -4179638 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -4179675.000000 Penalty: 5284.176270
	Iteration 50Q: 3 clusters Score -4179675 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -4179691.750000 Penalty: 5284.176270
	Iteration 51Q: 3 clusters Score -4179692 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -4179723.500000 Penalty: 5284.176270
	Iteration 52Q: 3 clusters Score -4179724 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -4179729.750000 Penalty: 5284.176270
	Iteration 53Q: 3 clusters Score -4179730 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -4179755.500000 Penalty: 5284.176270
	Iteration 54Q: 3 clusters Score -4179756 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4179769.500000 Penalty: 5284.176270
	Iteration 55Q: 3 clusters Score -4179770 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -4179774.000000 Penalty: 5284.176270
	Iteration 56Q: 3 clusters Score -4179774 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -4179793.250000 Penalty: 5284.176270
	Iteration 57Q: 3 clusters Score -4179793 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4179813.250000 Penalty: 5284.176270
	Iteration 58Q: 3 clusters Score -4179813 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -4179823.750000 Penalty: 5284.176270
	Iteration 59Q: 3 clusters Score -4179824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -4179831.000000 Penalty: 5284.176270
	Iteration 60F: 3 clusters Score -4179831 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -4179858.750000 Penalty: 5284.176270
	Iteration 61Q: 3 clusters Score -4179859 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4179883.500000 Penalty: 5284.176270
	Iteration 62Q: 3 clusters Score -4179884 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -4179895.750000 Penalty: 5284.176270
	Iteration 63Q: 3 clusters Score -4179896 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4179915.750000 Penalty: 5284.176270
	Iteration 64Q: 3 clusters Score -4179916 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4179939.250000 Penalty: 5284.176270
	Iteration 65Q: 3 clusters Score -4179939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -4179953.250000 Penalty: 5284.176270
	Iteration 66Q: 3 clusters Score -4179953 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4179956.250000 Penalty: 5284.176270
	Iteration 67Q: 3 clusters Score -4179956 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4179978.250000 Penalty: 5284.176270
	Iteration 68Q: 3 clusters Score -4179978 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -4179996.750000 Penalty: 5284.176270
	Iteration 69Q: 3 clusters Score -4179997 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -4180006.250000 Penalty: 5284.176270
	Iteration 70Q: 3 clusters Score -4180006 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -4180016.750000 Penalty: 5284.176270
	Iteration 71Q: 3 clusters Score -4180017 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -4180045.000000 Penalty: 5284.176270
	Iteration 72Q: 3 clusters Score -4180045 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -4180059.000000 Penalty: 5284.176270
	Iteration 73Q: 3 clusters Score -4180059 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -4180051.000000 Penalty: 5284.176270
	Iteration 74Q: 3 clusters Score -4180051 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -4180066.000000 Penalty: 5284.176270
	Iteration 75Q: 3 clusters Score -4180066 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -4180095.500000 Penalty: 5284.176270
	Iteration 76Q: 3 clusters Score -4180096 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4180112.000000 Penalty: 5284.176270
	Iteration 77Q: 3 clusters Score -4180112 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4180127.250000 Penalty: 5284.176270
	Iteration 78Q: 3 clusters Score -4180127 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -4180140.000000 Penalty: 5284.176270
	Iteration 79Q: 3 clusters Score -4180140 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -4180162.250000 Penalty: 5284.176270
	Iteration 80F: 3 clusters Score -4180162 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4180182.250000 Penalty: 5284.176270
	Iteration 81Q: 3 clusters Score -4180182 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -4180202.750000 Penalty: 5284.176270
	Iteration 82Q: 3 clusters Score -4180203 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -4180209.000000 Penalty: 5284.176270
	Iteration 83Q: 3 clusters Score -4180209 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -4180235.500000 Penalty: 5284.176270
	Iteration 84Q: 3 clusters Score -4180236 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -4180254.250000 Penalty: 5284.176270
	Iteration 85Q: 3 clusters Score -4180254 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -4180277.250000 Penalty: 5284.176270
	Iteration 86Q: 3 clusters Score -4180277 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -4180303.250000 Penalty: 5284.176270
	Iteration 87Q: 3 clusters Score -4180303 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -4180327.750000 Penalty: 5284.176270
	Iteration 88Q: 3 clusters Score -4180328 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -4180350.000000 Penalty: 5284.176270
	Iteration 89Q: 3 clusters Score -4180350 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -4180366.000000 Penalty: 5284.176270
	Iteration 90Q: 3 clusters Score -4180366 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -4180378.000000 Penalty: 5284.176270
	Iteration 91Q: 3 clusters Score -4180378 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -4180395.000000 Penalty: 5284.176270
	Iteration 92Q: 3 clusters Score -4180395 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4180433.750000 Penalty: 5284.176270
	Iteration 93Q: 3 clusters Score -4180434 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4180451.500000 Penalty: 5284.176270
	Iteration 94Q: 3 clusters Score -4180452 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4180484.000000 Penalty: 5284.176270
	Iteration 95Q: 3 clusters Score -4180484 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -4180507.750000 Penalty: 5284.176270
	Iteration 96Q: 3 clusters Score -4180508 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -4180548.750000 Penalty: 5284.176270
	Iteration 97Q: 3 clusters Score -4180549 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -4180579.000000 Penalty: 5284.176270
	Iteration 98Q: 3 clusters Score -4180579 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4180621.750000 Penalty: 5284.176270
	Iteration 99Q: 3 clusters Score -4180622 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4180671.250000 Penalty: 5284.176270
	Iteration 100F: 3 clusters Score -4180671 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -4180712.500000 Penalty: 5284.176270
	Iteration 101Q: 3 clusters Score -4180712 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -4180737.250000 Penalty: 5284.176270
	Iteration 102Q: 3 clusters Score -4180737 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -4180784.250000 Penalty: 5284.176270
	Iteration 103Q: 3 clusters Score -4180784 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -4180804.500000 Penalty: 5284.176270
	Iteration 104Q: 3 clusters Score -4180804 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -4180825.000000 Penalty: 5284.176270
	Iteration 105Q: 3 clusters Score -4180825 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -4180854.000000 Penalty: 5284.176270
	Iteration 106Q: 3 clusters Score -4180854 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -4180861.000000 Penalty: 5284.176270
	Iteration 107Q: 3 clusters Score -4180861 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -4180892.500000 Penalty: 5284.176270
	Iteration 108Q: 3 clusters Score -4180892 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -4180918.000000 Penalty: 5284.176270
	Iteration 109Q: 3 clusters Score -4180918 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4180945.250000 Penalty: 5284.176270
	Iteration 110Q: 3 clusters Score -4180945 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -4180957.000000 Penalty: 5284.176270
	Iteration 111Q: 3 clusters Score -4180957 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -4180970.000000 Penalty: 5284.176270
	Iteration 112Q: 3 clusters Score -4180970 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -4180990.000000 Penalty: 5284.176270
	Iteration 113Q: 3 clusters Score -4180990 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -4180994.250000 Penalty: 5284.176270
	Iteration 114Q: 3 clusters Score -4180994 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -4181009.500000 Penalty: 5284.176270
	Iteration 115Q: 3 clusters Score -4181010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -4181015.250000 Penalty: 5284.176270
	Iteration 116Q: 3 clusters Score -4181015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -4181032.250000 Penalty: 5284.176270
	Iteration 117Q: 3 clusters Score -4181032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -4181043.750000 Penalty: 5284.176270
	Iteration 118Q: 3 clusters Score -4181044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -4181048.000000 Penalty: 5284.176270
	Iteration 119Q: 3 clusters Score -4181048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -4181069.750000 Penalty: 5284.176270
	Iteration 120F: 3 clusters Score -4181070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -4181088.750000 Penalty: 5284.176270
	Iteration 121Q: 3 clusters Score -4181089 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -4181106.250000 Penalty: 5284.176270
	Iteration 122Q: 3 clusters Score -4181106 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -4181125.000000 Penalty: 5284.176270
	Iteration 123Q: 3 clusters Score -4181125 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -4181135.000000 Penalty: 5284.176270
	Iteration 124Q: 3 clusters Score -4181135 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -4181139.250000 Penalty: 5284.176270
	Iteration 125Q: 3 clusters Score -4181139 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -4181154.250000 Penalty: 5284.176270
	Iteration 126Q: 3 clusters Score -4181154 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -4181162.250000 Penalty: 5284.176270
	Iteration 127Q: 3 clusters Score -4181162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4181170.500000 Penalty: 5284.176270
	Iteration 128Q: 3 clusters Score -4181170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -4181176.500000 Penalty: 5284.176270
	Iteration 129Q: 3 clusters Score -4181176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -4181194.250000 Penalty: 5284.176270
	Iteration 130Q: 3 clusters Score -4181194 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -4181217.250000 Penalty: 5284.176270
	Iteration 131Q: 3 clusters Score -4181217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -4181233.250000 Penalty: 5284.176270
	Iteration 132Q: 3 clusters Score -4181233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -4181249.750000 Penalty: 5284.176270
	Iteration 133Q: 3 clusters Score -4181250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -4181248.000000 Penalty: 5284.176270
	Iteration 134Q: 3 clusters Score -4181248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -4181259.250000 Penalty: 5284.176270
	Iteration 135Q: 3 clusters Score -4181259 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -4181270.250000 Penalty: 5284.176270
	Iteration 136Q: 3 clusters Score -4181270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -4181274.750000 Penalty: 5284.176270
	Iteration 137Q: 3 clusters Score -4181275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -4181294.250000 Penalty: 5284.176270
	Iteration 138Q: 3 clusters Score -4181294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -4181304.250000 Penalty: 5284.176270
	Iteration 139Q: 3 clusters Score -4181304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -4181307.500000 Penalty: 5284.176270
	Iteration 140F: 3 clusters Score -4181308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -4181314.500000 Penalty: 5284.176270
	Iteration 141Q: 3 clusters Score -4181314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -4181320.000000 Penalty: 5284.176270
	Iteration 142Q: 3 clusters Score -4181320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -4181316.750000 Penalty: 5284.176270
	Iteration 143Q: 3 clusters Score -4181317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -4181327.500000 Penalty: 5284.176270
	Iteration 144Q: 3 clusters Score -4181328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -4181323.000000 Penalty: 5284.176270
	Iteration 145Q: 3 clusters Score -4181323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -4181325.750000 Penalty: 5284.176270
	Iteration 146Q: 3 clusters Score -4181326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -4181333.500000 Penalty: 5284.176270
	Iteration 147Q: 3 clusters Score -4181334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4181344.250000 Penalty: 5284.176270
	Iteration 148Q: 3 clusters Score -4181344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -4181349.500000 Penalty: 5284.176270
	Iteration 149Q: 3 clusters Score -4181350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -4181350.000000 Penalty: 5284.176270
	Iteration 150Q: 3 clusters Score -4181350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -4181340.250000 Penalty: 5284.176270
	Iteration 151Q: 3 clusters Score -4181340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -4181347.500000 Penalty: 5284.176270
	Iteration 152Q: 3 clusters Score -4181348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -4181352.750000 Penalty: 5284.176270
	Iteration 153Q: 3 clusters Score -4181353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -4181354.500000 Penalty: 5284.176270
	Iteration 154Q: 3 clusters Score -4181354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -4181355.500000 Penalty: 5284.176270
	Iteration 155Q: 3 clusters Score -4181356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -4181352.250000 Penalty: 5284.176270
	Iteration 156Q: 3 clusters Score -4181352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -4181349.750000 Penalty: 5284.176270
	Iteration 157Q: 3 clusters Score -4181350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -4181354.000000 Penalty: 5284.176270
	Iteration 158Q: 3 clusters Score -4181354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -4181352.500000 Penalty: 5284.176270
	Iteration 159Q: 3 clusters Score -4181352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -4181351.500000 Penalty: 5284.176270
	Iteration 160F: 3 clusters Score -4181352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -4181347.500000 Penalty: 5284.176270
	Iteration 161Q: 3 clusters Score -4181348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -4181349.250000 Penalty: 5284.176270
	Iteration 162Q: 3 clusters Score -4181349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -4181346.500000 Penalty: 5284.176270
	Iteration 163Q: 3 clusters Score -4181346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -4181346.500000 Penalty: 5284.176270
	Iteration 164Q: 3 clusters Score -4181346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -4181347.000000 Penalty: 5284.176270
	Iteration 165Q: 3 clusters Score -4181347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -4181345.500000 Penalty: 5284.176270
	Iteration 166Q: 3 clusters Score -4181346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -4181345.500000 Penalty: 5284.176270
	Iteration 167F: 3 clusters Score -4181346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Entering Unmasked Estep 
Score: -224756.671875 Penalty: 1928.788696
	Iteration 0F: 2 clusters Score -224756.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -221880.750000 Penalty: 3857.577393
	Iteration 0F: 3 clusters Score -221880.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -222484.218750 Penalty: 3857.577393
	Iteration 1F: 3 clusters Score -222484.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -222646.015625 Penalty: 3857.577393
	Iteration 2F: 3 clusters Score -222646 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -222739.562500 Penalty: 3857.577393
	Iteration 3Q: 3 clusters Score -222739.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -222803.046875 Penalty: 3857.577393
	Iteration 4Q: 3 clusters Score -222803 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -222842.984375 Penalty: 3857.577393
	Iteration 5Q: 3 clusters Score -222843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -222877.296875 Penalty: 3857.577393
	Iteration 6Q: 3 clusters Score -222877.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -222910.000000 Penalty: 3857.577393
	Iteration 7Q: 3 clusters Score -222910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -222928.734375 Penalty: 3857.577393
	Iteration 8Q: 3 clusters Score -222928.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -222941.625000 Penalty: 3857.577393
	Iteration 9Q: 3 clusters Score -222941.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -222948.593750 Penalty: 3857.577393
	Iteration 10Q: 3 clusters Score -222948.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -222952.000000 Penalty: 3857.577393
	Iteration 11Q: 3 clusters Score -222952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -222954.937500 Penalty: 3857.577393
	Iteration 12Q: 3 clusters Score -222954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -222956.015625 Penalty: 3857.577393
	Iteration 13Q: 3 clusters Score -222956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -222957.250000 Penalty: 3857.577393
	Iteration 14Q: 3 clusters Score -222957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -222957.625000 Penalty: 3857.577393
	Iteration 15Q: 3 clusters Score -222957.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -222957.625000 Penalty: 3857.577393
	Iteration 16F: 3 clusters Score -222957.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Entering Unmasked Estep 
Score: -324865.906250 Penalty: 2052.609131
	Iteration 0F: 2 clusters Score -324865.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -321007.562500 Penalty: 4105.218262
	Iteration 0F: 3 clusters Score -321007.6 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -322109.312500 Penalty: 4105.218262
	Iteration 1F: 3 clusters Score -322109.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -322527.031250 Penalty: 4105.218262
	Iteration 2F: 3 clusters Score -322527 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -322839.875000 Penalty: 4105.218262
	Iteration 3F: 3 clusters Score -322839.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -323014.312500 Penalty: 4105.218262
	Iteration 4F: 3 clusters Score -323014.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -323156.562500 Penalty: 4105.218262
	Iteration 5Q: 3 clusters Score -323156.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -323285.843750 Penalty: 4105.218262
	Iteration 6Q: 3 clusters Score -323285.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -323387.843750 Penalty: 4105.218262
	Iteration 7Q: 3 clusters Score -323387.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -323450.375000 Penalty: 4105.218262
	Iteration 8Q: 3 clusters Score -323450.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -323514.750000 Penalty: 4105.218262
	Iteration 9Q: 3 clusters Score -323514.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -323564.781250 Penalty: 4105.218262
	Iteration 10Q: 3 clusters Score -323564.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -323614.250000 Penalty: 4105.218262
	Iteration 11Q: 3 clusters Score -323614.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -323667.187500 Penalty: 4105.218262
	Iteration 12Q: 3 clusters Score -323667.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -323716.250000 Penalty: 4105.218262
	Iteration 13Q: 3 clusters Score -323716.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -323763.656250 Penalty: 4105.218262
	Iteration 14Q: 3 clusters Score -323763.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -323790.875000 Penalty: 4105.218262
	Iteration 15Q: 3 clusters Score -323790.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -323809.687500 Penalty: 4105.218262
	Iteration 16Q: 3 clusters Score -323809.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -323824.312500 Penalty: 4105.218262
	Iteration 17Q: 3 clusters Score -323824.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -323837.718750 Penalty: 4105.218262
	Iteration 18Q: 3 clusters Score -323837.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -323849.968750 Penalty: 4105.218262
	Iteration 19Q: 3 clusters Score -323850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -323869.000000 Penalty: 4105.218262
	Iteration 20F: 3 clusters Score -323869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -323887.625000 Penalty: 4105.218262
	Iteration 21Q: 3 clusters Score -323887.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -323897.187500 Penalty: 4105.218262
	Iteration 22Q: 3 clusters Score -323897.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -323905.781250 Penalty: 4105.218262
	Iteration 23Q: 3 clusters Score -323905.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -323914.781250 Penalty: 4105.218262
	Iteration 24Q: 3 clusters Score -323914.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -323923.156250 Penalty: 4105.218262
	Iteration 25Q: 3 clusters Score -323923.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -323929.468750 Penalty: 4105.218262
	Iteration 26Q: 3 clusters Score -323929.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -323933.656250 Penalty: 4105.218262
	Iteration 27Q: 3 clusters Score -323933.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -323939.875000 Penalty: 4105.218262
	Iteration 28Q: 3 clusters Score -323939.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -323950.468750 Penalty: 4105.218262
	Iteration 29Q: 3 clusters Score -323950.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -323957.218750 Penalty: 4105.218262
	Iteration 30Q: 3 clusters Score -323957.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -323965.156250 Penalty: 4105.218262
	Iteration 31Q: 3 clusters Score -323965.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -323975.875000 Penalty: 4105.218262
	Iteration 32Q: 3 clusters Score -323975.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -323981.562500 Penalty: 4105.218262
	Iteration 33Q: 3 clusters Score -323981.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -323987.031250 Penalty: 4105.218262
	Iteration 34Q: 3 clusters Score -323987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -323991.375000 Penalty: 4105.218262
	Iteration 35Q: 3 clusters Score -323991.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -323998.031250 Penalty: 4105.218262
	Iteration 36Q: 3 clusters Score -323998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -324003.843750 Penalty: 4105.218262
	Iteration 37Q: 3 clusters Score -324003.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -324009.406250 Penalty: 4105.218262
	Iteration 38Q: 3 clusters Score -324009.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -324013.187500 Penalty: 4105.218262
	Iteration 39Q: 3 clusters Score -324013.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -324018.281250 Penalty: 4105.218262
	Iteration 40F: 3 clusters Score -324018.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -324021.843750 Penalty: 4105.218262
	Iteration 41Q: 3 clusters Score -324021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -324023.906250 Penalty: 4105.218262
	Iteration 42Q: 3 clusters Score -324023.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -324027.562500 Penalty: 4105.218262
	Iteration 43Q: 3 clusters Score -324027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -324029.812500 Penalty: 4105.218262
	Iteration 44Q: 3 clusters Score -324029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -324031.125000 Penalty: 4105.218262
	Iteration 45Q: 3 clusters Score -324031.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -324031.562500 Penalty: 4105.218262
	Iteration 46Q: 3 clusters Score -324031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -324032.250000 Penalty: 4105.218262
	Iteration 47Q: 3 clusters Score -324032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -324032.906250 Penalty: 4105.218262
	Iteration 48Q: 3 clusters Score -324032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -324033.656250 Penalty: 4105.218262
	Iteration 49Q: 3 clusters Score -324033.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -324035.375000 Penalty: 4105.218262
	Iteration 50Q: 3 clusters Score -324035.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -324036.218750 Penalty: 4105.218262
	Iteration 51Q: 3 clusters Score -324036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -324036.218750 Penalty: 4105.218262
	Iteration 52F: 3 clusters Score -324036.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Entering Unmasked Estep 
Score: -1731732.875000 Penalty: 2427.317871
	Iteration 0F: 2 clusters Score -1731733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1719103.625000 Penalty: 4854.635742
	Iteration 0F: 3 clusters Score -1719104 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1723779.125000 Penalty: 4854.635742
	Iteration 1F: 3 clusters Score -1723779 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1724931.750000 Penalty: 4854.635742
	Iteration 2F: 3 clusters Score -1724932 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1726308.125000 Penalty: 4854.635742
	Iteration 3F: 3 clusters Score -1726308 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1727833.250000 Penalty: 4854.635742
	Iteration 4F: 3 clusters Score -1727833 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1729274.125000 Penalty: 4854.635742
	Iteration 5F: 3 clusters Score -1729274 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1730317.250000 Penalty: 4854.635742
	Iteration 6F: 3 clusters Score -1730317 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1731016.375000 Penalty: 4854.635742
	Iteration 7Q: 3 clusters Score -1731016 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1731412.375000 Penalty: 4854.635742
	Iteration 8Q: 3 clusters Score -1731412 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1731610.250000 Penalty: 4854.635742
	Iteration 9Q: 3 clusters Score -1731610 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1731702.625000 Penalty: 4854.635742
	Iteration 10Q: 3 clusters Score -1731703 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1731735.750000 Penalty: 4854.635742
	Iteration 11Q: 3 clusters Score -1731736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1731750.375000 Penalty: 4854.635742
	Iteration 12Q: 3 clusters Score -1731750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1731760.750000 Penalty: 4854.635742
	Iteration 13Q: 3 clusters Score -1731761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1731767.000000 Penalty: 4854.635742
	Iteration 14Q: 3 clusters Score -1731767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1731775.000000 Penalty: 4854.635742
	Iteration 15Q: 3 clusters Score -1731775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1731776.000000 Penalty: 4854.635742
	Iteration 16Q: 3 clusters Score -1731776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1731778.500000 Penalty: 4854.635742
	Iteration 17Q: 3 clusters Score -1731778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1731777.500000 Penalty: 4854.635742
	Iteration 18Q: 3 clusters Score -1731778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1731778.000000 Penalty: 4854.635742
	Iteration 19Q: 3 clusters Score -1731778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1731779.375000 Penalty: 4854.635742
	Iteration 20F: 3 clusters Score -1731779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1731781.500000 Penalty: 4854.635742
	Iteration 21Q: 3 clusters Score -1731782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1731781.500000 Penalty: 4854.635742
	Iteration 22F: 3 clusters Score -1731782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280906 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209646 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164406 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231623 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65963 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27800 members 
Mstep: Class 19 contains 26025 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 1001 members 
Mstep: Class 25 contains 70538 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195388 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43808 members 
Mstep: Class 33 contains 9252 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Mstep: Class 36 contains 16810 members 
Entering Unmasked Estep 
Score: -157148496.000000 Penalty: 127643.281250
Splitting cluster 24 changes total score from -157150464.000000 to -157148496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (70538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70538 members 
Entering Unmasked Estep 
Score: -7160564.500000 Penalty: 2768.648926
	Iteration 0F: 2 clusters Score -7160564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -7113439.500000 Penalty: 5537.297852
	Iteration 0F: 3 clusters Score -7113440 nChanged 32930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -7131640.000000 Penalty: 5537.297852
	Iteration 1F: 3 clusters Score -7131640 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -7132266.000000 Penalty: 5537.297852
	Iteration 2Q: 3 clusters Score -7132266 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -7132912.000000 Penalty: 5537.297852
	Iteration 3Q: 3 clusters Score -7132912 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -7133518.000000 Penalty: 5537.297852
	Iteration 4Q: 3 clusters Score -7133518 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -7134150.000000 Penalty: 5537.297852
	Iteration 5Q: 3 clusters Score -7134150 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -7134935.500000 Penalty: 5537.297852
	Iteration 6Q: 3 clusters Score -7134936 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -7135822.000000 Penalty: 5537.297852
	Iteration 7Q: 3 clusters Score -7135822 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -7137151.000000 Penalty: 5537.297852
	Iteration 8Q: 3 clusters Score -7137151 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -7138841.500000 Penalty: 5537.297852
	Iteration 9Q: 3 clusters Score -7138842 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -7141257.000000 Penalty: 5537.297852
	Iteration 10F: 3 clusters Score -7141257 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -7144007.000000 Penalty: 5537.297852
	Iteration 11F: 3 clusters Score -7144007 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -7146102.000000 Penalty: 5537.297852
	Iteration 12F: 3 clusters Score -7146102 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -7147180.500000 Penalty: 5537.297852
	Iteration 13Q: 3 clusters Score -7147180 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -7147798.500000 Penalty: 5537.297852
	Iteration 14Q: 3 clusters Score -7147798 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -7148198.500000 Penalty: 5537.297852
	Iteration 15Q: 3 clusters Score -7148198 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -7148625.500000 Penalty: 5537.297852
	Iteration 16Q: 3 clusters Score -7148626 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -7149025.000000 Penalty: 5537.297852
	Iteration 17Q: 3 clusters Score -7149025 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -7149410.000000 Penalty: 5537.297852
	Iteration 18Q: 3 clusters Score -7149410 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -7149833.000000 Penalty: 5537.297852
	Iteration 19Q: 3 clusters Score -7149833 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -7150254.000000 Penalty: 5537.297852
	Iteration 20F: 3 clusters Score -7150254 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -7150692.000000 Penalty: 5537.297852
	Iteration 21Q: 3 clusters Score -7150692 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -7151195.500000 Penalty: 5537.297852
	Iteration 22Q: 3 clusters Score -7151196 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -7151696.000000 Penalty: 5537.297852
	Iteration 23Q: 3 clusters Score -7151696 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -7152204.500000 Penalty: 5537.297852
	Iteration 24Q: 3 clusters Score -7152204 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -7152803.500000 Penalty: 5537.297852
	Iteration 25Q: 3 clusters Score -7152804 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -7153371.000000 Penalty: 5537.297852
	Iteration 26Q: 3 clusters Score -7153371 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -7153970.000000 Penalty: 5537.297852
	Iteration 27Q: 3 clusters Score -7153970 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -7154512.000000 Penalty: 5537.297852
	Iteration 28Q: 3 clusters Score -7154512 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -7154956.000000 Penalty: 5537.297852
	Iteration 29Q: 3 clusters Score -7154956 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -7155300.500000 Penalty: 5537.297852
	Iteration 30Q: 3 clusters Score -7155300 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -7155632.500000 Penalty: 5537.297852
	Iteration 31Q: 3 clusters Score -7155632 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -7155881.000000 Penalty: 5537.297852
	Iteration 32Q: 3 clusters Score -7155881 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64751 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -7156126.000000 Penalty: 5537.297852
	Iteration 33Q: 3 clusters Score -7156126 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -7156330.500000 Penalty: 5537.297852
	Iteration 34Q: 3 clusters Score -7156330 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -7156508.500000 Penalty: 5537.297852
	Iteration 35Q: 3 clusters Score -7156508 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -7156724.000000 Penalty: 5537.297852
	Iteration 36Q: 3 clusters Score -7156724 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -7156868.500000 Penalty: 5537.297852
	Iteration 37Q: 3 clusters Score -7156868 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -7157007.000000 Penalty: 5537.297852
	Iteration 38Q: 3 clusters Score -7157007 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67369 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -7157164.500000 Penalty: 5537.297852
	Iteration 39Q: 3 clusters Score -7157164 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7157273.500000 Penalty: 5537.297852
	Iteration 40F: 3 clusters Score -7157274 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67925 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -7157353.500000 Penalty: 5537.297852
	Iteration 41Q: 3 clusters Score -7157354 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7157483.500000 Penalty: 5537.297852
	Iteration 42Q: 3 clusters Score -7157484 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7157571.500000 Penalty: 5537.297852
	Iteration 43Q: 3 clusters Score -7157572 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -7157663.000000 Penalty: 5537.297852
	Iteration 44Q: 3 clusters Score -7157663 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7157754.500000 Penalty: 5537.297852
	Iteration 45Q: 3 clusters Score -7157754 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7157817.500000 Penalty: 5537.297852
	Iteration 46Q: 3 clusters Score -7157818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7157852.500000 Penalty: 5537.297852
	Iteration 47Q: 3 clusters Score -7157852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7157881.000000 Penalty: 5537.297852
	Iteration 48Q: 3 clusters Score -7157881 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7157935.500000 Penalty: 5537.297852
	Iteration 49Q: 3 clusters Score -7157936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7157965.500000 Penalty: 5537.297852
	Iteration 50Q: 3 clusters Score -7157966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7157994.500000 Penalty: 5537.297852
	Iteration 51Q: 3 clusters Score -7157994 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69437 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7158031.000000 Penalty: 5537.297852
	Iteration 52Q: 3 clusters Score -7158031 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7158050.500000 Penalty: 5537.297852
	Iteration 53Q: 3 clusters Score -7158050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69534 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7158067.000000 Penalty: 5537.297852
	Iteration 54Q: 3 clusters Score -7158067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7158082.000000 Penalty: 5537.297852
	Iteration 55Q: 3 clusters Score -7158082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7158086.000000 Penalty: 5537.297852
	Iteration 56Q: 3 clusters Score -7158086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7158084.000000 Penalty: 5537.297852
	Iteration 57Q: 3 clusters Score -7158084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7158093.500000 Penalty: 5537.297852
	Iteration 58Q: 3 clusters Score -7158094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7158094.000000 Penalty: 5537.297852
	Iteration 59Q: 3 clusters Score -7158094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7158099.500000 Penalty: 5537.297852
	Iteration 60F: 3 clusters Score -7158100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7158099.000000 Penalty: 5537.297852
	Iteration 61Q: 3 clusters Score -7158099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7158109.000000 Penalty: 5537.297852
	Iteration 62Q: 3 clusters Score -7158109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69640 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7158109.000000 Penalty: 5537.297852
	Iteration 63Q: 3 clusters Score -7158109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7158115.000000 Penalty: 5537.297852
	Iteration 64Q: 3 clusters Score -7158115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69661 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7158128.000000 Penalty: 5537.297852
	Iteration 65Q: 3 clusters Score -7158128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7158133.000000 Penalty: 5537.297852
	Iteration 66Q: 3 clusters Score -7158133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7158133.500000 Penalty: 5537.297852
	Iteration 67Q: 3 clusters Score -7158134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7158133.500000 Penalty: 5537.297852
	Iteration 68Q: 3 clusters Score -7158134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7158131.000000 Penalty: 5537.297852
	Iteration 69Q: 3 clusters Score -7158131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69697 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7158139.500000 Penalty: 5537.297852
	Iteration 70Q: 3 clusters Score -7158140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7158142.000000 Penalty: 5537.297852
	Iteration 71Q: 3 clusters Score -7158142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7158152.000000 Penalty: 5537.297852
	Iteration 72Q: 3 clusters Score -7158152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7158156.500000 Penalty: 5537.297852
	Iteration 73Q: 3 clusters Score -7158156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7158159.000000 Penalty: 5537.297852
	Iteration 74Q: 3 clusters Score -7158159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7158159.000000 Penalty: 5537.297852
	Iteration 75Q: 3 clusters Score -7158159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69734 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7158156.500000 Penalty: 5537.297852
	Iteration 76Q: 3 clusters Score -7158156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7158162.500000 Penalty: 5537.297852
	Iteration 77Q: 3 clusters Score -7158162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7158167.500000 Penalty: 5537.297852
	Iteration 78Q: 3 clusters Score -7158168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7158165.500000 Penalty: 5537.297852
	Iteration 79Q: 3 clusters Score -7158166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7158164.500000 Penalty: 5537.297852
	Iteration 80F: 3 clusters Score -7158164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7158163.500000 Penalty: 5537.297852
	Iteration 81Q: 3 clusters Score -7158164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7158175.000000 Penalty: 5537.297852
	Iteration 82Q: 3 clusters Score -7158175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7158173.500000 Penalty: 5537.297852
	Iteration 83Q: 3 clusters Score -7158174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7158174.500000 Penalty: 5537.297852
	Iteration 84Q: 3 clusters Score -7158174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7158171.500000 Penalty: 5537.297852
	Iteration 85Q: 3 clusters Score -7158172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7158171.500000 Penalty: 5537.297852
	Iteration 86F: 3 clusters Score -7158172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Entering Unmasked Estep 
Score: -1498435.625000 Penalty: 2388.574951
	Iteration 0F: 2 clusters Score -1498436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1487388.125000 Penalty: 4777.149902
	Iteration 0F: 3 clusters Score -1487388 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1490952.500000 Penalty: 4777.149902
	Iteration 1F: 3 clusters Score -1490952 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1491390.750000 Penalty: 4777.149902
	Iteration 2F: 3 clusters Score -1491391 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1491800.125000 Penalty: 4777.149902
	Iteration 3F: 3 clusters Score -1491800 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1492208.875000 Penalty: 4777.149902
	Iteration 4F: 3 clusters Score -1492209 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1492654.500000 Penalty: 4777.149902
	Iteration 5F: 3 clusters Score -1492654 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1493230.625000 Penalty: 4777.149902
	Iteration 6F: 3 clusters Score -1493231 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1493857.750000 Penalty: 4777.149902
	Iteration 7F: 3 clusters Score -1493858 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1494475.875000 Penalty: 4777.149902
	Iteration 8F: 3 clusters Score -1494476 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1495034.625000 Penalty: 4777.149902
	Iteration 9Q: 3 clusters Score -1495035 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1495482.125000 Penalty: 4777.149902
	Iteration 10Q: 3 clusters Score -1495482 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1495853.125000 Penalty: 4777.149902
	Iteration 11Q: 3 clusters Score -1495853 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1496080.500000 Penalty: 4777.149902
	Iteration 12Q: 3 clusters Score -1496080 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1496246.125000 Penalty: 4777.149902
	Iteration 13Q: 3 clusters Score -1496246 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1496361.000000 Penalty: 4777.149902
	Iteration 14Q: 3 clusters Score -1496361 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1496436.000000 Penalty: 4777.149902
	Iteration 15Q: 3 clusters Score -1496436 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1496479.500000 Penalty: 4777.149902
	Iteration 16Q: 3 clusters Score -1496480 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1496516.625000 Penalty: 4777.149902
	Iteration 17Q: 3 clusters Score -1496517 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1496553.000000 Penalty: 4777.149902
	Iteration 18Q: 3 clusters Score -1496553 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1496582.000000 Penalty: 4777.149902
	Iteration 19Q: 3 clusters Score -1496582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1496603.125000 Penalty: 4777.149902
	Iteration 20F: 3 clusters Score -1496603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1496620.750000 Penalty: 4777.149902
	Iteration 21Q: 3 clusters Score -1496621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1496643.625000 Penalty: 4777.149902
	Iteration 22Q: 3 clusters Score -1496644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1496661.750000 Penalty: 4777.149902
	Iteration 23Q: 3 clusters Score -1496662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1496673.000000 Penalty: 4777.149902
	Iteration 24Q: 3 clusters Score -1496673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1496684.125000 Penalty: 4777.149902
	Iteration 25Q: 3 clusters Score -1496684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1496689.125000 Penalty: 4777.149902
	Iteration 26Q: 3 clusters Score -1496689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1496695.250000 Penalty: 4777.149902
	Iteration 27Q: 3 clusters Score -1496695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1496699.875000 Penalty: 4777.149902
	Iteration 28Q: 3 clusters Score -1496700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1496700.875000 Penalty: 4777.149902
	Iteration 29Q: 3 clusters Score -1496701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1496705.500000 Penalty: 4777.149902
	Iteration 30Q: 3 clusters Score -1496706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1496708.750000 Penalty: 4777.149902
	Iteration 31Q: 3 clusters Score -1496709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1496715.750000 Penalty: 4777.149902
	Iteration 32Q: 3 clusters Score -1496716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1496716.000000 Penalty: 4777.149902
	Iteration 33Q: 3 clusters Score -1496716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1496717.250000 Penalty: 4777.149902
	Iteration 34Q: 3 clusters Score -1496717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1496716.875000 Penalty: 4777.149902
	Iteration 35Q: 3 clusters Score -1496717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1496717.125000 Penalty: 4777.149902
	Iteration 36Q: 3 clusters Score -1496717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1496716.250000 Penalty: 4777.149902
	Iteration 37Q: 3 clusters Score -1496716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1496717.375000 Penalty: 4777.149902
	Iteration 38Q: 3 clusters Score -1496717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1496717.250000 Penalty: 4777.149902
	Iteration 39Q: 3 clusters Score -1496717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1496720.250000 Penalty: 4777.149902
	Iteration 40F: 3 clusters Score -1496720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1496721.750000 Penalty: 4777.149902
	Iteration 41Q: 3 clusters Score -1496722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1496723.000000 Penalty: 4777.149902
	Iteration 42Q: 3 clusters Score -1496723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1496722.500000 Penalty: 4777.149902
	Iteration 43Q: 3 clusters Score -1496722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1496723.875000 Penalty: 4777.149902
	Iteration 44Q: 3 clusters Score -1496724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1496723.625000 Penalty: 4777.149902
	Iteration 45Q: 3 clusters Score -1496724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1496725.375000 Penalty: 4777.149902
	Iteration 46Q: 3 clusters Score -1496725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1496723.750000 Penalty: 4777.149902
	Iteration 47Q: 3 clusters Score -1496724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1496723.750000 Penalty: 4777.149902
	Iteration 48F: 3 clusters Score -1496724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (195388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195388 members 
Entering Unmasked Estep 
Score: -19611078.000000 Penalty: 3021.320312
	Iteration 0F: 2 clusters Score -1.961108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97654 members 
Mstep: Class 2 contains 97734 members 
Entering Unmasked Estep 
Score: -19480418.000000 Penalty: 6042.640625
	Iteration 0F: 3 clusters Score -1.948042e+07 nChanged 94248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96480 members 
Mstep: Class 2 contains 98908 members 
Entering Unmasked Estep 
Score: -19535236.000000 Penalty: 6042.640625
	Iteration 1F: 3 clusters Score -1.953524e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95530 members 
Mstep: Class 2 contains 99858 members 
Entering Unmasked Estep 
Score: -19535920.000000 Penalty: 6042.640625
	Iteration 2Q: 3 clusters Score -1.953592e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 101284 members 
Entering Unmasked Estep 
Score: -19536664.000000 Penalty: 6042.640625
	Iteration 3Q: 3 clusters Score -1.953666e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91875 members 
Mstep: Class 2 contains 103513 members 
Entering Unmasked Estep 
Score: -19537532.000000 Penalty: 6042.640625
	Iteration 4Q: 3 clusters Score -1.953753e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88483 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -19538644.000000 Penalty: 6042.640625
	Iteration 5Q: 3 clusters Score -1.953864e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83425 members 
Mstep: Class 2 contains 111963 members 
Entering Unmasked Estep 
Score: -19540658.000000 Penalty: 6042.640625
	Iteration 6Q: 3 clusters Score -1.954066e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 119444 members 
Entering Unmasked Estep 
Score: -19543896.000000 Penalty: 6042.640625
	Iteration 7Q: 3 clusters Score -1.95439e+07 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65080 members 
Mstep: Class 2 contains 130308 members 
Entering Unmasked Estep 
Score: -19549940.000000 Penalty: 6042.640625
	Iteration 8F: 3 clusters Score -1.954994e+07 nChanged 15089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 145371 members 
Entering Unmasked Estep 
Score: -19561170.000000 Penalty: 6042.640625
	Iteration 9F: 3 clusters Score -1.956117e+07 nChanged 18029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 163400 members 
Entering Unmasked Estep 
Score: -19577236.000000 Penalty: 6042.640625
	Iteration 10F: 3 clusters Score -1.957724e+07 nChanged 16590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 179990 members 
Entering Unmasked Estep 
Score: -19593642.000000 Penalty: 6042.640625
	Iteration 11F: 3 clusters Score -1.959364e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 190124 members 
Entering Unmasked Estep 
Score: -19603490.000000 Penalty: 6042.640625
	Iteration 12F: 3 clusters Score -1.960349e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 193948 members 
Entering Unmasked Estep 
Score: -19606996.000000 Penalty: 6042.640625
	Iteration 13Q: 3 clusters Score -1.9607e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 194931 members 
Entering Unmasked Estep 
Score: -19607958.000000 Penalty: 6042.640625
	Iteration 14Q: 3 clusters Score -1.960796e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 195115 members 
Entering Unmasked Estep 
Score: -19608198.000000 Penalty: 6042.640625
	Iteration 15Q: 3 clusters Score -1.96082e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 195150 members 
Entering Unmasked Estep 
Score: -19608284.000000 Penalty: 6042.640625
	Iteration 16Q: 3 clusters Score -1.960828e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 195174 members 
Entering Unmasked Estep 
Score: -19608366.000000 Penalty: 6042.640625
	Iteration 17Q: 3 clusters Score -1.960837e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 195186 members 
Entering Unmasked Estep 
Score: -19608376.000000 Penalty: 6042.640625
	Iteration 18Q: 3 clusters Score -1.960838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 195193 members 
Entering Unmasked Estep 
Score: -19608408.000000 Penalty: 6042.640625
	Iteration 19Q: 3 clusters Score -1.960841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 195197 members 
Entering Unmasked Estep 
Score: -19608412.000000 Penalty: 6042.640625
	Iteration 20F: 3 clusters Score -1.960841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 195197 members 
Entering Unmasked Estep 
Score: -19608424.000000 Penalty: 6042.640625
	Iteration 21Q: 3 clusters Score -1.960842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 195199 members 
Entering Unmasked Estep 
Score: -19608456.000000 Penalty: 6042.640625
	Iteration 22Q: 3 clusters Score -1.960846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 195203 members 
Entering Unmasked Estep 
Score: -19608452.000000 Penalty: 6042.640625
	Iteration 23Q: 3 clusters Score -1.960845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 195208 members 
Entering Unmasked Estep 
Score: -19608474.000000 Penalty: 6042.640625
	Iteration 24Q: 3 clusters Score -1.960847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 195209 members 
Entering Unmasked Estep 
Score: -19608482.000000 Penalty: 6042.640625
	Iteration 25Q: 3 clusters Score -1.960848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 195210 members 
Entering Unmasked Estep 
Score: -19608488.000000 Penalty: 6042.640625
	Iteration 26Q: 3 clusters Score -1.960849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 195210 members 
Entering Unmasked Estep 
Score: -19608496.000000 Penalty: 6042.640625
	Iteration 27Q: 3 clusters Score -1.96085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 195209 members 
Entering Unmasked Estep 
Score: -19608500.000000 Penalty: 6042.640625
	Iteration 28Q: 3 clusters Score -1.96085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 195208 members 
Entering Unmasked Estep 
Score: -19608498.000000 Penalty: 6042.640625
	Iteration 29Q: 3 clusters Score -1.96085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 195209 members 
Entering Unmasked Estep 
Score: -19608492.000000 Penalty: 6042.640625
	Iteration 30Q: 3 clusters Score -1.960849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 195209 members 
Entering Unmasked Estep 
Score: -19608492.000000 Penalty: 6042.640625
	Iteration 31F: 3 clusters Score -1.960849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Entering Unmasked Estep 
Score: -953141.062500 Penalty: 2273.704590
	Iteration 0F: 2 clusters Score -953141.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -945784.437500 Penalty: 4547.409180
	Iteration 0F: 3 clusters Score -945784.4 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -947806.500000 Penalty: 4547.409180
	Iteration 1F: 3 clusters Score -947806.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -948118.750000 Penalty: 4547.409180
	Iteration 2F: 3 clusters Score -948118.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -948411.062500 Penalty: 4547.409180
	Iteration 3F: 3 clusters Score -948411.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -948718.250000 Penalty: 4547.409180
	Iteration 4Q: 3 clusters Score -948718.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -949101.875000 Penalty: 4547.409180
	Iteration 5Q: 3 clusters Score -949101.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -949493.250000 Penalty: 4547.409180
	Iteration 6F: 3 clusters Score -949493.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -949845.562500 Penalty: 4547.409180
	Iteration 7F: 3 clusters Score -949845.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -950229.187500 Penalty: 4547.409180
	Iteration 8F: 3 clusters Score -950229.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -950603.875000 Penalty: 4547.409180
	Iteration 9F: 3 clusters Score -950603.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -950934.000000 Penalty: 4547.409180
	Iteration 10Q: 3 clusters Score -950934 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -951238.500000 Penalty: 4547.409180
	Iteration 11Q: 3 clusters Score -951238.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -951466.062500 Penalty: 4547.409180
	Iteration 12Q: 3 clusters Score -951466.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -951636.125000 Penalty: 4547.409180
	Iteration 13Q: 3 clusters Score -951636.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -951741.187500 Penalty: 4547.409180
	Iteration 14Q: 3 clusters Score -951741.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -951802.875000 Penalty: 4547.409180
	Iteration 15Q: 3 clusters Score -951802.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -951843.312500 Penalty: 4547.409180
	Iteration 16Q: 3 clusters Score -951843.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -951871.937500 Penalty: 4547.409180
	Iteration 17Q: 3 clusters Score -951871.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -951903.000000 Penalty: 4547.409180
	Iteration 18Q: 3 clusters Score -951903 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -951928.937500 Penalty: 4547.409180
	Iteration 19Q: 3 clusters Score -951928.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -951943.625000 Penalty: 4547.409180
	Iteration 20F: 3 clusters Score -951943.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -951954.937500 Penalty: 4547.409180
	Iteration 21Q: 3 clusters Score -951954.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -951958.375000 Penalty: 4547.409180
	Iteration 22Q: 3 clusters Score -951958.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -951961.375000 Penalty: 4547.409180
	Iteration 23Q: 3 clusters Score -951961.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -951967.000000 Penalty: 4547.409180
	Iteration 24Q: 3 clusters Score -951967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -951967.437500 Penalty: 4547.409180
	Iteration 25Q: 3 clusters Score -951967.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -951967.625000 Penalty: 4547.409180
	Iteration 26Q: 3 clusters Score -951967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -951969.562500 Penalty: 4547.409180
	Iteration 27Q: 3 clusters Score -951969.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -951970.625000 Penalty: 4547.409180
	Iteration 28Q: 3 clusters Score -951970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -951970.000000 Penalty: 4547.409180
	Iteration 29Q: 3 clusters Score -951970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -951970.875000 Penalty: 4547.409180
	Iteration 30Q: 3 clusters Score -951970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -951975.250000 Penalty: 4547.409180
	Iteration 31Q: 3 clusters Score -951975.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -951975.750000 Penalty: 4547.409180
	Iteration 32Q: 3 clusters Score -951975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -951973.500000 Penalty: 4547.409180
	Iteration 33Q: 3 clusters Score -951973.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -951975.250000 Penalty: 4547.409180
	Iteration 34Q: 3 clusters Score -951975.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -951977.625000 Penalty: 4547.409180
	Iteration 35Q: 3 clusters Score -951977.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -951976.437500 Penalty: 4547.409180
	Iteration 36Q: 3 clusters Score -951976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -951979.062500 Penalty: 4547.409180
	Iteration 37Q: 3 clusters Score -951979.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -951977.437500 Penalty: 4547.409180
	Iteration 38Q: 3 clusters Score -951977.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -951977.437500 Penalty: 4547.409180
	Iteration 39F: 3 clusters Score -951977.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Entering Unmasked Estep 
Score: -1183302.750000 Penalty: 2333.743652
	Iteration 0F: 2 clusters Score -1183303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1174246.250000 Penalty: 4667.487305
	Iteration 0F: 3 clusters Score -1174246 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1177005.625000 Penalty: 4667.487305
	Iteration 1F: 3 clusters Score -1177006 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1177573.750000 Penalty: 4667.487305
	Iteration 2F: 3 clusters Score -1177574 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1178059.000000 Penalty: 4667.487305
	Iteration 3F: 3 clusters Score -1178059 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1178461.875000 Penalty: 4667.487305
	Iteration 4F: 3 clusters Score -1178462 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1178825.875000 Penalty: 4667.487305
	Iteration 5F: 3 clusters Score -1178826 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1179191.375000 Penalty: 4667.487305
	Iteration 6F: 3 clusters Score -1179191 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1179552.250000 Penalty: 4667.487305
	Iteration 7F: 3 clusters Score -1179552 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1179948.625000 Penalty: 4667.487305
	Iteration 8F: 3 clusters Score -1179949 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1180354.000000 Penalty: 4667.487305
	Iteration 9F: 3 clusters Score -1180354 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1180726.000000 Penalty: 4667.487305
	Iteration 10Q: 3 clusters Score -1180726 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1181007.250000 Penalty: 4667.487305
	Iteration 11Q: 3 clusters Score -1181007 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1181227.625000 Penalty: 4667.487305
	Iteration 12Q: 3 clusters Score -1181228 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1181388.000000 Penalty: 4667.487305
	Iteration 13Q: 3 clusters Score -1181388 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1181505.750000 Penalty: 4667.487305
	Iteration 14Q: 3 clusters Score -1181506 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1181603.125000 Penalty: 4667.487305
	Iteration 15Q: 3 clusters Score -1181603 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1181682.125000 Penalty: 4667.487305
	Iteration 16Q: 3 clusters Score -1181682 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1181746.375000 Penalty: 4667.487305
	Iteration 17Q: 3 clusters Score -1181746 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1181804.625000 Penalty: 4667.487305
	Iteration 18Q: 3 clusters Score -1181805 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1181846.500000 Penalty: 4667.487305
	Iteration 19Q: 3 clusters Score -1181846 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1181882.000000 Penalty: 4667.487305
	Iteration 20F: 3 clusters Score -1181882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1181927.250000 Penalty: 4667.487305
	Iteration 21Q: 3 clusters Score -1181927 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1181989.250000 Penalty: 4667.487305
	Iteration 22Q: 3 clusters Score -1181989 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1182056.000000 Penalty: 4667.487305
	Iteration 23Q: 3 clusters Score -1182056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1182113.500000 Penalty: 4667.487305
	Iteration 24Q: 3 clusters Score -1182114 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1182159.625000 Penalty: 4667.487305
	Iteration 25Q: 3 clusters Score -1182160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1182196.000000 Penalty: 4667.487305
	Iteration 26Q: 3 clusters Score -1182196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1182215.375000 Penalty: 4667.487305
	Iteration 27Q: 3 clusters Score -1182215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1182238.000000 Penalty: 4667.487305
	Iteration 28Q: 3 clusters Score -1182238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1182254.500000 Penalty: 4667.487305
	Iteration 29Q: 3 clusters Score -1182254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1182265.500000 Penalty: 4667.487305
	Iteration 30Q: 3 clusters Score -1182266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1182281.500000 Penalty: 4667.487305
	Iteration 31Q: 3 clusters Score -1182282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1182291.750000 Penalty: 4667.487305
	Iteration 32Q: 3 clusters Score -1182292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1182303.875000 Penalty: 4667.487305
	Iteration 33Q: 3 clusters Score -1182304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1182316.625000 Penalty: 4667.487305
	Iteration 34Q: 3 clusters Score -1182317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1182327.125000 Penalty: 4667.487305
	Iteration 35Q: 3 clusters Score -1182327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1182337.625000 Penalty: 4667.487305
	Iteration 36Q: 3 clusters Score -1182338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1182341.375000 Penalty: 4667.487305
	Iteration 37Q: 3 clusters Score -1182341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1182343.625000 Penalty: 4667.487305
	Iteration 38Q: 3 clusters Score -1182344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1182348.500000 Penalty: 4667.487305
	Iteration 39Q: 3 clusters Score -1182348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1182348.500000 Penalty: 4667.487305
	Iteration 40F: 3 clusters Score -1182348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1182349.375000 Penalty: 4667.487305
	Iteration 41Q: 3 clusters Score -1182349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1182349.375000 Penalty: 4667.487305
	Iteration 42F: 3 clusters Score -1182349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Entering Unmasked Estep 
Score: -1565130.750000 Penalty: 2402.470703
	Iteration 0F: 2 clusters Score -1565131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1553497.750000 Penalty: 4804.941406
	Iteration 0F: 3 clusters Score -1553498 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1557353.875000 Penalty: 4804.941406
	Iteration 1F: 3 clusters Score -1557354 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1557760.250000 Penalty: 4804.941406
	Iteration 2F: 3 clusters Score -1557760 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1558129.875000 Penalty: 4804.941406
	Iteration 3F: 3 clusters Score -1558130 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1558510.125000 Penalty: 4804.941406
	Iteration 4F: 3 clusters Score -1558510 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1558984.625000 Penalty: 4804.941406
	Iteration 5F: 3 clusters Score -1558985 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1559575.125000 Penalty: 4804.941406
	Iteration 6F: 3 clusters Score -1559575 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1560325.000000 Penalty: 4804.941406
	Iteration 7F: 3 clusters Score -1560325 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1561092.500000 Penalty: 4804.941406
	Iteration 8F: 3 clusters Score -1561092 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1561855.500000 Penalty: 4804.941406
	Iteration 9F: 3 clusters Score -1561856 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1562480.500000 Penalty: 4804.941406
	Iteration 10Q: 3 clusters Score -1562480 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1562936.500000 Penalty: 4804.941406
	Iteration 11Q: 3 clusters Score -1562936 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1563186.250000 Penalty: 4804.941406
	Iteration 12Q: 3 clusters Score -1563186 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1563303.125000 Penalty: 4804.941406
	Iteration 13Q: 3 clusters Score -1563303 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1563349.250000 Penalty: 4804.941406
	Iteration 14Q: 3 clusters Score -1563349 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1563379.125000 Penalty: 4804.941406
	Iteration 15Q: 3 clusters Score -1563379 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1563398.500000 Penalty: 4804.941406
	Iteration 16Q: 3 clusters Score -1563398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1563407.375000 Penalty: 4804.941406
	Iteration 17Q: 3 clusters Score -1563407 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1563416.000000 Penalty: 4804.941406
	Iteration 18Q: 3 clusters Score -1563416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1563427.875000 Penalty: 4804.941406
	Iteration 19Q: 3 clusters Score -1563428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1563434.375000 Penalty: 4804.941406
	Iteration 20F: 3 clusters Score -1563434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1563436.750000 Penalty: 4804.941406
	Iteration 21Q: 3 clusters Score -1563437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1563440.125000 Penalty: 4804.941406
	Iteration 22Q: 3 clusters Score -1563440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1563443.625000 Penalty: 4804.941406
	Iteration 23Q: 3 clusters Score -1563444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1563449.125000 Penalty: 4804.941406
	Iteration 24Q: 3 clusters Score -1563449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1563448.500000 Penalty: 4804.941406
	Iteration 25Q: 3 clusters Score -1563448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1563448.250000 Penalty: 4804.941406
	Iteration 26Q: 3 clusters Score -1563448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1563450.125000 Penalty: 4804.941406
	Iteration 27Q: 3 clusters Score -1563450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1563450.125000 Penalty: 4804.941406
	Iteration 28F: 3 clusters Score -1563450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -413958.937500 Penalty: 2077.156006
	Iteration 0F: 2 clusters Score -413958.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -409887.343750 Penalty: 4154.312012
	Iteration 0F: 3 clusters Score -409887.3 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -410826.281250 Penalty: 4154.312012
	Iteration 1F: 3 clusters Score -410826.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -411026.093750 Penalty: 4154.312012
	Iteration 2F: 3 clusters Score -411026.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -411148.468750 Penalty: 4154.312012
	Iteration 3Q: 3 clusters Score -411148.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -411237.250000 Penalty: 4154.312012
	Iteration 4Q: 3 clusters Score -411237.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -411322.093750 Penalty: 4154.312012
	Iteration 5Q: 3 clusters Score -411322.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -411409.781250 Penalty: 4154.312012
	Iteration 6Q: 3 clusters Score -411409.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -411515.843750 Penalty: 4154.312012
	Iteration 7Q: 3 clusters Score -411515.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -411641.562500 Penalty: 4154.312012
	Iteration 8Q: 3 clusters Score -411641.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -411769.781250 Penalty: 4154.312012
	Iteration 9Q: 3 clusters Score -411769.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -411934.562500 Penalty: 4154.312012
	Iteration 10Q: 3 clusters Score -411934.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -412126.937500 Penalty: 4154.312012
	Iteration 11Q: 3 clusters Score -412126.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -412320.968750 Penalty: 4154.312012
	Iteration 12Q: 3 clusters Score -412321 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -412514.125000 Penalty: 4154.312012
	Iteration 13Q: 3 clusters Score -412514.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -412645.750000 Penalty: 4154.312012
	Iteration 14Q: 3 clusters Score -412645.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -412737.468750 Penalty: 4154.312012
	Iteration 15Q: 3 clusters Score -412737.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -412781.625000 Penalty: 4154.312012
	Iteration 16Q: 3 clusters Score -412781.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -412811.406250 Penalty: 4154.312012
	Iteration 17Q: 3 clusters Score -412811.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -412842.250000 Penalty: 4154.312012
	Iteration 18Q: 3 clusters Score -412842.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -412864.468750 Penalty: 4154.312012
	Iteration 19Q: 3 clusters Score -412864.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -412883.500000 Penalty: 4154.312012
	Iteration 20F: 3 clusters Score -412883.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -412896.187500 Penalty: 4154.312012
	Iteration 21Q: 3 clusters Score -412896.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -412906.281250 Penalty: 4154.312012
	Iteration 22Q: 3 clusters Score -412906.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -412916.593750 Penalty: 4154.312012
	Iteration 23Q: 3 clusters Score -412916.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -412926.281250 Penalty: 4154.312012
	Iteration 24Q: 3 clusters Score -412926.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -412933.687500 Penalty: 4154.312012
	Iteration 25Q: 3 clusters Score -412933.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -412940.062500 Penalty: 4154.312012
	Iteration 26Q: 3 clusters Score -412940.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -412944.812500 Penalty: 4154.312012
	Iteration 27Q: 3 clusters Score -412944.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -412947.625000 Penalty: 4154.312012
	Iteration 28Q: 3 clusters Score -412947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -412949.312500 Penalty: 4154.312012
	Iteration 29Q: 3 clusters Score -412949.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -412954.343750 Penalty: 4154.312012
	Iteration 30Q: 3 clusters Score -412954.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -412958.812500 Penalty: 4154.312012
	Iteration 31Q: 3 clusters Score -412958.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -412960.593750 Penalty: 4154.312012
	Iteration 32Q: 3 clusters Score -412960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -412961.718750 Penalty: 4154.312012
	Iteration 33Q: 3 clusters Score -412961.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -412962.343750 Penalty: 4154.312012
	Iteration 34Q: 3 clusters Score -412962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -412962.656250 Penalty: 4154.312012
	Iteration 35Q: 3 clusters Score -412962.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -412962.656250 Penalty: 4154.312012
	Iteration 36F: 3 clusters Score -412962.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Entering Unmasked Estep 
Score: -4439423.500000 Penalty: 2650.517822
	Iteration 0F: 2 clusters Score -4439424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -4409830.500000 Penalty: 5301.035645
	Iteration 0F: 3 clusters Score -4409830 nChanged 20094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -4420697.000000 Penalty: 5301.035645
	Iteration 1F: 3 clusters Score -4420697 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -4421109.500000 Penalty: 5301.035645
	Iteration 2Q: 3 clusters Score -4421110 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -4421463.500000 Penalty: 5301.035645
	Iteration 3Q: 3 clusters Score -4421464 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -4421723.500000 Penalty: 5301.035645
	Iteration 4Q: 3 clusters Score -4421724 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -4421943.000000 Penalty: 5301.035645
	Iteration 5Q: 3 clusters Score -4421943 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -4422114.000000 Penalty: 5301.035645
	Iteration 6Q: 3 clusters Score -4422114 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -4422275.500000 Penalty: 5301.035645
	Iteration 7Q: 3 clusters Score -4422276 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -4422423.000000 Penalty: 5301.035645
	Iteration 8Q: 3 clusters Score -4422423 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -4422526.500000 Penalty: 5301.035645
	Iteration 9Q: 3 clusters Score -4422526 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -4422683.500000 Penalty: 5301.035645
	Iteration 10Q: 3 clusters Score -4422684 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -4422864.500000 Penalty: 5301.035645
	Iteration 11Q: 3 clusters Score -4422864 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -4423064.500000 Penalty: 5301.035645
	Iteration 12Q: 3 clusters Score -4423064 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -4423357.500000 Penalty: 5301.035645
	Iteration 13Q: 3 clusters Score -4423358 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -4423813.000000 Penalty: 5301.035645
	Iteration 14Q: 3 clusters Score -4423813 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4424508.000000 Penalty: 5301.035645
	Iteration 15Q: 3 clusters Score -4424508 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -4425697.000000 Penalty: 5301.035645
	Iteration 16Q: 3 clusters Score -4425697 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -4427417.000000 Penalty: 5301.035645
	Iteration 17F: 3 clusters Score -4427417 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -4429715.000000 Penalty: 5301.035645
	Iteration 18F: 3 clusters Score -4429715 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -4432135.000000 Penalty: 5301.035645
	Iteration 19F: 3 clusters Score -4432135 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -4434188.000000 Penalty: 5301.035645
	Iteration 20F: 3 clusters Score -4434188 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -4435560.000000 Penalty: 5301.035645
	Iteration 21Q: 3 clusters Score -4435560 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -4436282.000000 Penalty: 5301.035645
	Iteration 22Q: 3 clusters Score -4436282 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -4436680.000000 Penalty: 5301.035645
	Iteration 23Q: 3 clusters Score -4436680 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -4436866.000000 Penalty: 5301.035645
	Iteration 24Q: 3 clusters Score -4436866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -4436967.000000 Penalty: 5301.035645
	Iteration 25Q: 3 clusters Score -4436967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -4437014.500000 Penalty: 5301.035645
	Iteration 26Q: 3 clusters Score -4437014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -4437057.500000 Penalty: 5301.035645
	Iteration 27Q: 3 clusters Score -4437058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -4437077.500000 Penalty: 5301.035645
	Iteration 28Q: 3 clusters Score -4437078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -4437090.000000 Penalty: 5301.035645
	Iteration 29Q: 3 clusters Score -4437090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -4437089.500000 Penalty: 5301.035645
	Iteration 30Q: 3 clusters Score -4437090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -4437098.500000 Penalty: 5301.035645
	Iteration 31Q: 3 clusters Score -4437098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -4437099.000000 Penalty: 5301.035645
	Iteration 32Q: 3 clusters Score -4437099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -4437105.000000 Penalty: 5301.035645
	Iteration 33Q: 3 clusters Score -4437105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -4437106.000000 Penalty: 5301.035645
	Iteration 34Q: 3 clusters Score -4437106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -4437116.500000 Penalty: 5301.035645
	Iteration 35Q: 3 clusters Score -4437116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -4437125.000000 Penalty: 5301.035645
	Iteration 36Q: 3 clusters Score -4437125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -4437127.000000 Penalty: 5301.035645
	Iteration 37Q: 3 clusters Score -4437127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -4437129.500000 Penalty: 5301.035645
	Iteration 38Q: 3 clusters Score -4437130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -4437131.500000 Penalty: 5301.035645
	Iteration 39Q: 3 clusters Score -4437132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -4437139.000000 Penalty: 5301.035645
	Iteration 40F: 3 clusters Score -4437139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -4437142.500000 Penalty: 5301.035645
	Iteration 41Q: 3 clusters Score -4437142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -4437142.500000 Penalty: 5301.035645
	Iteration 42F: 3 clusters Score -4437142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Entering Unmasked Estep 
Score: -914083.000000 Penalty: 2264.883545
	Iteration 0F: 2 clusters Score -914083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -906878.062500 Penalty: 4529.767090
	Iteration 0F: 3 clusters Score -906878.1 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -908799.187500 Penalty: 4529.767090
	Iteration 1F: 3 clusters Score -908799.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -909107.437500 Penalty: 4529.767090
	Iteration 2F: 3 clusters Score -909107.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -909308.250000 Penalty: 4529.767090
	Iteration 3F: 3 clusters Score -909308.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -909476.375000 Penalty: 4529.767090
	Iteration 4Q: 3 clusters Score -909476.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -909645.312500 Penalty: 4529.767090
	Iteration 5Q: 3 clusters Score -909645.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -909799.125000 Penalty: 4529.767090
	Iteration 6Q: 3 clusters Score -909799.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -909929.125000 Penalty: 4529.767090
	Iteration 7Q: 3 clusters Score -909929.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -910054.500000 Penalty: 4529.767090
	Iteration 8Q: 3 clusters Score -910054.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -910195.125000 Penalty: 4529.767090
	Iteration 9Q: 3 clusters Score -910195.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -910355.125000 Penalty: 4529.767090
	Iteration 10Q: 3 clusters Score -910355.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -910542.250000 Penalty: 4529.767090
	Iteration 11Q: 3 clusters Score -910542.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -910746.625000 Penalty: 4529.767090
	Iteration 12Q: 3 clusters Score -910746.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -910971.000000 Penalty: 4529.767090
	Iteration 13Q: 3 clusters Score -910971 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -911189.812500 Penalty: 4529.767090
	Iteration 14Q: 3 clusters Score -911189.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -911432.000000 Penalty: 4529.767090
	Iteration 15Q: 3 clusters Score -911432 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -911611.687500 Penalty: 4529.767090
	Iteration 16Q: 3 clusters Score -911611.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -911736.687500 Penalty: 4529.767090
	Iteration 17Q: 3 clusters Score -911736.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -911828.000000 Penalty: 4529.767090
	Iteration 18Q: 3 clusters Score -911828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -911890.187500 Penalty: 4529.767090
	Iteration 19Q: 3 clusters Score -911890.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -911945.687500 Penalty: 4529.767090
	Iteration 20F: 3 clusters Score -911945.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -911989.687500 Penalty: 4529.767090
	Iteration 21Q: 3 clusters Score -911989.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -912027.187500 Penalty: 4529.767090
	Iteration 22Q: 3 clusters Score -912027.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -912056.312500 Penalty: 4529.767090
	Iteration 23Q: 3 clusters Score -912056.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -912072.875000 Penalty: 4529.767090
	Iteration 24Q: 3 clusters Score -912072.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -912082.000000 Penalty: 4529.767090
	Iteration 25Q: 3 clusters Score -912082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -912088.687500 Penalty: 4529.767090
	Iteration 26Q: 3 clusters Score -912088.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -912092.812500 Penalty: 4529.767090
	Iteration 27Q: 3 clusters Score -912092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -912098.125000 Penalty: 4529.767090
	Iteration 28Q: 3 clusters Score -912098.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -912103.125000 Penalty: 4529.767090
	Iteration 29Q: 3 clusters Score -912103.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -912102.562500 Penalty: 4529.767090
	Iteration 30Q: 3 clusters Score -912102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -912104.250000 Penalty: 4529.767090
	Iteration 31Q: 3 clusters Score -912104.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -912104.250000 Penalty: 4529.767090
	Iteration 32F: 3 clusters Score -912104.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Entering Unmasked Estep 
Score: -494178.187500 Penalty: 2120.699707
	Iteration 0F: 2 clusters Score -494178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -489560.687500 Penalty: 4241.399414
	Iteration 0F: 3 clusters Score -489560.7 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -490653.156250 Penalty: 4241.399414
	Iteration 1F: 3 clusters Score -490653.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -490916.250000 Penalty: 4241.399414
	Iteration 2F: 3 clusters Score -490916.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -491156.062500 Penalty: 4241.399414
	Iteration 3F: 3 clusters Score -491156.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -491406.843750 Penalty: 4241.399414
	Iteration 4F: 3 clusters Score -491406.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -491640.656250 Penalty: 4241.399414
	Iteration 5F: 3 clusters Score -491640.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -491832.000000 Penalty: 4241.399414
	Iteration 6F: 3 clusters Score -491832 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -492001.562500 Penalty: 4241.399414
	Iteration 7Q: 3 clusters Score -492001.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -492178.750000 Penalty: 4241.399414
	Iteration 8Q: 3 clusters Score -492178.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -492333.312500 Penalty: 4241.399414
	Iteration 9Q: 3 clusters Score -492333.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -492468.843750 Penalty: 4241.399414
	Iteration 10Q: 3 clusters Score -492468.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -492566.187500 Penalty: 4241.399414
	Iteration 11Q: 3 clusters Score -492566.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -492633.468750 Penalty: 4241.399414
	Iteration 12Q: 3 clusters Score -492633.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -492688.625000 Penalty: 4241.399414
	Iteration 13Q: 3 clusters Score -492688.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -492740.500000 Penalty: 4241.399414
	Iteration 14Q: 3 clusters Score -492740.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -492774.187500 Penalty: 4241.399414
	Iteration 15Q: 3 clusters Score -492774.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -492799.312500 Penalty: 4241.399414
	Iteration 16Q: 3 clusters Score -492799.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -492818.656250 Penalty: 4241.399414
	Iteration 17Q: 3 clusters Score -492818.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -492838.500000 Penalty: 4241.399414
	Iteration 18Q: 3 clusters Score -492838.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -492866.656250 Penalty: 4241.399414
	Iteration 19Q: 3 clusters Score -492866.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -492885.000000 Penalty: 4241.399414
	Iteration 20F: 3 clusters Score -492885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -492903.312500 Penalty: 4241.399414
	Iteration 21Q: 3 clusters Score -492903.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -492916.812500 Penalty: 4241.399414
	Iteration 22Q: 3 clusters Score -492916.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -492932.437500 Penalty: 4241.399414
	Iteration 23Q: 3 clusters Score -492932.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -492948.968750 Penalty: 4241.399414
	Iteration 24Q: 3 clusters Score -492949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -492971.375000 Penalty: 4241.399414
	Iteration 25Q: 3 clusters Score -492971.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -492996.343750 Penalty: 4241.399414
	Iteration 26Q: 3 clusters Score -492996.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -493014.437500 Penalty: 4241.399414
	Iteration 27Q: 3 clusters Score -493014.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -493026.312500 Penalty: 4241.399414
	Iteration 28Q: 3 clusters Score -493026.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -493034.062500 Penalty: 4241.399414
	Iteration 29Q: 3 clusters Score -493034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -493036.781250 Penalty: 4241.399414
	Iteration 30Q: 3 clusters Score -493036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -493038.250000 Penalty: 4241.399414
	Iteration 31Q: 3 clusters Score -493038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -493040.000000 Penalty: 4241.399414
	Iteration 32Q: 3 clusters Score -493040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -493044.968750 Penalty: 4241.399414
	Iteration 33Q: 3 clusters Score -493045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -493053.000000 Penalty: 4241.399414
	Iteration 34Q: 3 clusters Score -493053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -493062.656250 Penalty: 4241.399414
	Iteration 35Q: 3 clusters Score -493062.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -493072.218750 Penalty: 4241.399414
	Iteration 36Q: 3 clusters Score -493072.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -493075.781250 Penalty: 4241.399414
	Iteration 37Q: 3 clusters Score -493075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -493080.937500 Penalty: 4241.399414
	Iteration 38Q: 3 clusters Score -493080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -493083.312500 Penalty: 4241.399414
	Iteration 39Q: 3 clusters Score -493083.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -493085.437500 Penalty: 4241.399414
	Iteration 40F: 3 clusters Score -493085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -493086.375000 Penalty: 4241.399414
	Iteration 41Q: 3 clusters Score -493086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -493087.562500 Penalty: 4241.399414
	Iteration 42Q: 3 clusters Score -493087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -493087.906250 Penalty: 4241.399414
	Iteration 43Q: 3 clusters Score -493087.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -493092.312500 Penalty: 4241.399414
	Iteration 44Q: 3 clusters Score -493092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -493096.406250 Penalty: 4241.399414
	Iteration 45Q: 3 clusters Score -493096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -493098.125000 Penalty: 4241.399414
	Iteration 46Q: 3 clusters Score -493098.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -493101.218750 Penalty: 4241.399414
	Iteration 47Q: 3 clusters Score -493101.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -493109.062500 Penalty: 4241.399414
	Iteration 48Q: 3 clusters Score -493109.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -493120.687500 Penalty: 4241.399414
	Iteration 49Q: 3 clusters Score -493120.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -493146.968750 Penalty: 4241.399414
	Iteration 50Q: 3 clusters Score -493147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -493171.125000 Penalty: 4241.399414
	Iteration 51Q: 3 clusters Score -493171.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -493193.156250 Penalty: 4241.399414
	Iteration 52Q: 3 clusters Score -493193.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -493214.406250 Penalty: 4241.399414
	Iteration 53Q: 3 clusters Score -493214.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -493226.187500 Penalty: 4241.399414
	Iteration 54Q: 3 clusters Score -493226.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -493232.937500 Penalty: 4241.399414
	Iteration 55Q: 3 clusters Score -493232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -493239.375000 Penalty: 4241.399414
	Iteration 56Q: 3 clusters Score -493239.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -493243.156250 Penalty: 4241.399414
	Iteration 57Q: 3 clusters Score -493243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -493244.656250 Penalty: 4241.399414
	Iteration 58Q: 3 clusters Score -493244.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -493246.000000 Penalty: 4241.399414
	Iteration 59Q: 3 clusters Score -493246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -493246.375000 Penalty: 4241.399414
	Iteration 60F: 3 clusters Score -493246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -493247.906250 Penalty: 4241.399414
	Iteration 61Q: 3 clusters Score -493247.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -493249.312500 Penalty: 4241.399414
	Iteration 62Q: 3 clusters Score -493249.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -493250.656250 Penalty: 4241.399414
	Iteration 63Q: 3 clusters Score -493250.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -493252.437500 Penalty: 4241.399414
	Iteration 64Q: 3 clusters Score -493252.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -493256.093750 Penalty: 4241.399414
	Iteration 65Q: 3 clusters Score -493256.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -493261.843750 Penalty: 4241.399414
	Iteration 66Q: 3 clusters Score -493261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -493267.000000 Penalty: 4241.399414
	Iteration 67Q: 3 clusters Score -493267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -493269.500000 Penalty: 4241.399414
	Iteration 68Q: 3 clusters Score -493269.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -493271.000000 Penalty: 4241.399414
	Iteration 69Q: 3 clusters Score -493271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -493274.968750 Penalty: 4241.399414
	Iteration 70Q: 3 clusters Score -493275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -493278.250000 Penalty: 4241.399414
	Iteration 71Q: 3 clusters Score -493278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -493280.125000 Penalty: 4241.399414
	Iteration 72Q: 3 clusters Score -493280.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -493280.125000 Penalty: 4241.399414
	Iteration 73F: 3 clusters Score -493280.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Entering Unmasked Estep 
Score: -406826.718750 Penalty: 2082.134521
	Iteration 0F: 2 clusters Score -406826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -402645.750000 Penalty: 4164.269043
	Iteration 0F: 3 clusters Score -402645.8 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -403682.406250 Penalty: 4164.269043
	Iteration 1F: 3 clusters Score -403682.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -403935.968750 Penalty: 4164.269043
	Iteration 2F: 3 clusters Score -403936 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -404132.062500 Penalty: 4164.269043
	Iteration 3F: 3 clusters Score -404132.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -404278.500000 Penalty: 4164.269043
	Iteration 4F: 3 clusters Score -404278.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -404384.250000 Penalty: 4164.269043
	Iteration 5Q: 3 clusters Score -404384.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -404476.718750 Penalty: 4164.269043
	Iteration 6Q: 3 clusters Score -404476.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -404565.125000 Penalty: 4164.269043
	Iteration 7Q: 3 clusters Score -404565.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -404645.625000 Penalty: 4164.269043
	Iteration 8Q: 3 clusters Score -404645.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -404727.968750 Penalty: 4164.269043
	Iteration 9Q: 3 clusters Score -404728 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -404808.031250 Penalty: 4164.269043
	Iteration 10Q: 3 clusters Score -404808 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -404899.562500 Penalty: 4164.269043
	Iteration 11Q: 3 clusters Score -404899.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -404994.812500 Penalty: 4164.269043
	Iteration 12Q: 3 clusters Score -404994.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -405093.343750 Penalty: 4164.269043
	Iteration 13Q: 3 clusters Score -405093.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -405179.687500 Penalty: 4164.269043
	Iteration 14Q: 3 clusters Score -405179.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -405262.437500 Penalty: 4164.269043
	Iteration 15Q: 3 clusters Score -405262.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -405320.281250 Penalty: 4164.269043
	Iteration 16Q: 3 clusters Score -405320.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -405366.812500 Penalty: 4164.269043
	Iteration 17Q: 3 clusters Score -405366.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -405407.531250 Penalty: 4164.269043
	Iteration 18Q: 3 clusters Score -405407.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -405436.375000 Penalty: 4164.269043
	Iteration 19Q: 3 clusters Score -405436.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -405463.750000 Penalty: 4164.269043
	Iteration 20F: 3 clusters Score -405463.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -405488.218750 Penalty: 4164.269043
	Iteration 21Q: 3 clusters Score -405488.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -405500.500000 Penalty: 4164.269043
	Iteration 22Q: 3 clusters Score -405500.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -405513.687500 Penalty: 4164.269043
	Iteration 23Q: 3 clusters Score -405513.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -405524.187500 Penalty: 4164.269043
	Iteration 24Q: 3 clusters Score -405524.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -405534.812500 Penalty: 4164.269043
	Iteration 25Q: 3 clusters Score -405534.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -405543.187500 Penalty: 4164.269043
	Iteration 26Q: 3 clusters Score -405543.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -405550.250000 Penalty: 4164.269043
	Iteration 27Q: 3 clusters Score -405550.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -405560.031250 Penalty: 4164.269043
	Iteration 28Q: 3 clusters Score -405560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -405569.437500 Penalty: 4164.269043
	Iteration 29Q: 3 clusters Score -405569.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -405576.625000 Penalty: 4164.269043
	Iteration 30Q: 3 clusters Score -405576.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -405585.875000 Penalty: 4164.269043
	Iteration 31Q: 3 clusters Score -405585.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -405593.218750 Penalty: 4164.269043
	Iteration 32Q: 3 clusters Score -405593.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -405603.531250 Penalty: 4164.269043
	Iteration 33Q: 3 clusters Score -405603.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -405612.531250 Penalty: 4164.269043
	Iteration 34Q: 3 clusters Score -405612.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -405623.781250 Penalty: 4164.269043
	Iteration 35Q: 3 clusters Score -405623.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -405636.312500 Penalty: 4164.269043
	Iteration 36Q: 3 clusters Score -405636.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -405645.187500 Penalty: 4164.269043
	Iteration 37Q: 3 clusters Score -405645.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -405649.031250 Penalty: 4164.269043
	Iteration 38Q: 3 clusters Score -405649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -405653.031250 Penalty: 4164.269043
	Iteration 39Q: 3 clusters Score -405653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -405654.031250 Penalty: 4164.269043
	Iteration 40F: 3 clusters Score -405654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -405655.406250 Penalty: 4164.269043
	Iteration 41Q: 3 clusters Score -405655.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -405656.906250 Penalty: 4164.269043
	Iteration 42Q: 3 clusters Score -405656.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -405659.906250 Penalty: 4164.269043
	Iteration 43Q: 3 clusters Score -405659.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -405662.468750 Penalty: 4164.269043
	Iteration 44Q: 3 clusters Score -405662.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -405664.406250 Penalty: 4164.269043
	Iteration 45Q: 3 clusters Score -405664.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -405663.843750 Penalty: 4164.269043
	Iteration 46Q: 3 clusters Score -405663.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -405664.468750 Penalty: 4164.269043
	Iteration 47Q: 3 clusters Score -405664.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -405664.468750 Penalty: 4164.269043
	Iteration 48F: 3 clusters Score -405664.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280906 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209646 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164406 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231623 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65963 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27800 members 
Mstep: Class 19 contains 26025 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 70538 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195388 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43808 members 
Mstep: Class 33 contains 9252 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150464.000000 Penalty: 124097.632812
Iteration 199Q: 36 clusters Score -1.571505e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280906 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209645 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164407 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231627 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65962 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27800 members 
Mstep: Class 19 contains 26025 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70538 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195386 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43808 members 
Mstep: Class 33 contains 9252 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150448.000000 Penalty: 124097.632812
Iteration 200F: 36 clusters Score -1.571504e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280906 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209644 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164408 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231629 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65961 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27802 members 
Mstep: Class 19 contains 26025 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70537 members 
Mstep: Class 26 contains 15235 members 
Mstep: Class 27 contains 195384 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43808 members 
Mstep: Class 33 contains 9252 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150432.000000 Penalty: 124097.632812
Iteration 201Q: 36 clusters Score -1.571504e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 280907 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209643 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164408 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231632 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65959 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27803 members 
Mstep: Class 19 contains 26025 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70537 members 
Mstep: Class 26 contains 15234 members 
Mstep: Class 27 contains 195383 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43808 members 
Mstep: Class 33 contains 9252 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150432.000000 Penalty: 124097.632812
Iteration 202Q: 36 clusters Score -1.571504e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6008 members 
Mstep: Class 5 contains 280908 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209644 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164408 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231633 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26026 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70537 members 
Mstep: Class 26 contains 15232 members 
Mstep: Class 27 contains 195381 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43807 members 
Mstep: Class 33 contains 9252 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150416.000000 Penalty: 124097.632812
Iteration 203Q: 36 clusters Score -1.571504e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280908 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209644 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164408 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231635 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26027 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70537 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195379 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43806 members 
Mstep: Class 33 contains 9252 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150448.000000 Penalty: 124097.632812
Iteration 204Q: 36 clusters Score -1.571504e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280909 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209645 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164408 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 231639 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65957 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27805 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17463 members 
Mstep: Class 21 contains 42343 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70537 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195375 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43804 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150432.000000 Penalty: 124097.632812
Iteration 205Q: 36 clusters Score -1.571504e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280909 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209644 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164410 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231643 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65956 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26029 members 
Mstep: Class 20 contains 17463 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70537 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195373 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43802 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150416.000000 Penalty: 124097.632812
Iteration 206Q: 36 clusters Score -1.571504e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280910 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209643 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164412 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231647 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65956 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26027 members 
Mstep: Class 20 contains 17463 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70537 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195372 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43799 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150400.000000 Penalty: 124097.632812
Iteration 207Q: 36 clusters Score -1.571504e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280911 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209642 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164414 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 231650 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65956 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26026 members 
Mstep: Class 20 contains 17463 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70537 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195369 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43798 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150448.000000 Penalty: 124097.632812
Iteration 208Q: 36 clusters Score -1.571504e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280911 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209642 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164414 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 231653 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65956 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26025 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70536 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195368 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43798 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150448.000000 Penalty: 124097.632812
Iteration 209Q: 36 clusters Score -1.571504e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280911 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209641 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164417 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 231656 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65957 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26025 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70532 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195367 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43798 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150416.000000 Penalty: 124097.632812
Iteration 210Q: 36 clusters Score -1.571504e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280911 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209639 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164419 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 231659 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65957 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26026 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70531 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195364 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43798 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150416.000000 Penalty: 124097.632812
Iteration 211Q: 36 clusters Score -1.571504e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280912 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209638 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164423 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 231661 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65957 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26027 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70528 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195359 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43799 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150432.000000 Penalty: 124097.632812
Iteration 212Q: 36 clusters Score -1.571504e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280912 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209637 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164426 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 231664 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70525 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195357 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43797 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150368.000000 Penalty: 124097.632812
Iteration 213Q: 36 clusters Score -1.571504e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280914 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209637 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164426 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 231668 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70524 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195354 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43795 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150384.000000 Penalty: 124097.632812
Iteration 214Q: 36 clusters Score -1.571504e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280915 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209636 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164426 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 231669 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70525 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195352 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43795 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150384.000000 Penalty: 124097.632812
Iteration 215Q: 36 clusters Score -1.571504e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280916 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209634 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164426 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 231670 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70525 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195352 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43795 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150400.000000 Penalty: 124097.632812
Iteration 216Q: 36 clusters Score -1.571504e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280917 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209633 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164427 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 231671 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70525 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195350 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43795 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150432.000000 Penalty: 124097.632812
Iteration 217Q: 36 clusters Score -1.571504e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280918 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209634 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164427 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 231672 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65959 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70525 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195346 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43795 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150448.000000 Penalty: 124097.632812
Iteration 218Q: 36 clusters Score -1.571504e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280921 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 209633 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164427 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 231672 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70525 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195343 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43797 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150432.000000 Penalty: 124097.632812
Iteration 219Q: 36 clusters Score -1.571504e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280924 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 7 contains 209633 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164428 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 231674 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42344 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70525 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195338 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43797 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150464.000000 Penalty: 124097.632812
Iteration 220F: 36 clusters Score -1.571505e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280924 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 7 contains 209633 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164429 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 231677 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42345 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70525 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195333 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43797 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150480.000000 Penalty: 124097.632812
Iteration 221Q: 36 clusters Score -1.571505e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280924 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 7 contains 209632 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164429 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 231681 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26029 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42345 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70525 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195329 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43797 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150432.000000 Penalty: 124097.632812
Iteration 222Q: 36 clusters Score -1.571504e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280926 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 7 contains 209632 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164429 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 231683 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26029 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42345 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70524 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195326 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43797 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150448.000000 Penalty: 124097.632812
Iteration 223Q: 36 clusters Score -1.571504e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280929 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 7 contains 209632 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164430 members 
Mstep: Class 11 contains 24355 members 
Mstep: Class 12 contains 231682 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26029 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42345 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70525 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195323 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43797 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150496.000000 Penalty: 124097.632812
Iteration 224Q: 36 clusters Score -1.571505e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280929 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 7 contains 209632 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164430 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 231682 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26030 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42345 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70525 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195320 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43797 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150464.000000 Penalty: 124097.632812
Iteration 225Q: 36 clusters Score -1.571505e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280930 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 7 contains 209631 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164430 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 231682 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26030 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42345 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70526 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195318 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43797 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150496.000000 Penalty: 124097.632812
Iteration 226Q: 36 clusters Score -1.571505e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280930 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 7 contains 209631 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164431 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 231682 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26030 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42345 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70526 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195317 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43797 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150480.000000 Penalty: 124097.632812
Iteration 227Q: 36 clusters Score -1.571505e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280931 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 7 contains 209631 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164431 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 231682 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26030 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42345 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70526 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195316 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43797 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150496.000000 Penalty: 124097.632812
Iteration 228Q: 36 clusters Score -1.571505e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280931 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 7 contains 209630 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164431 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 231682 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26030 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42345 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70526 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195317 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43797 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150480.000000 Penalty: 124097.632812
Iteration 229Q: 36 clusters Score -1.571505e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280931 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 7 contains 209630 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164431 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 231682 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26030 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42345 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70526 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195317 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43797 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150480.000000 Penalty: 124097.632812
Iteration 230F: 36 clusters Score -1.571505e+08 nChanged 0
Entering ConstructFrom: 
Score: -157150480.000000 Penalty: 124097.632812
Entering ConstructFrom: 
Trying to split cluster 1 (12264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Entering Unmasked Estep 
Score: -1201338.250000 Penalty: 2334.776855
	Iteration 0F: 2 clusters Score -1201338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1192237.250000 Penalty: 4669.553711
	Iteration 0F: 3 clusters Score -1192237 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1195026.500000 Penalty: 4669.553711
	Iteration 1F: 3 clusters Score -1195026 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1195409.000000 Penalty: 4669.553711
	Iteration 2F: 3 clusters Score -1195409 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1195775.875000 Penalty: 4669.553711
	Iteration 3F: 3 clusters Score -1195776 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1196155.500000 Penalty: 4669.553711
	Iteration 4F: 3 clusters Score -1196156 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1196512.250000 Penalty: 4669.553711
	Iteration 5Q: 3 clusters Score -1196512 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1196902.250000 Penalty: 4669.553711
	Iteration 6Q: 3 clusters Score -1196902 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1197326.750000 Penalty: 4669.553711
	Iteration 7Q: 3 clusters Score -1197327 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1197775.500000 Penalty: 4669.553711
	Iteration 8F: 3 clusters Score -1197776 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1198222.500000 Penalty: 4669.553711
	Iteration 9F: 3 clusters Score -1198222 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1198627.500000 Penalty: 4669.553711
	Iteration 10Q: 3 clusters Score -1198628 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1198972.125000 Penalty: 4669.553711
	Iteration 11Q: 3 clusters Score -1198972 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1199310.875000 Penalty: 4669.553711
	Iteration 12Q: 3 clusters Score -1199311 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1199564.625000 Penalty: 4669.553711
	Iteration 13Q: 3 clusters Score -1199565 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1199738.500000 Penalty: 4669.553711
	Iteration 14Q: 3 clusters Score -1199738 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1199862.250000 Penalty: 4669.553711
	Iteration 15Q: 3 clusters Score -1199862 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1199970.375000 Penalty: 4669.553711
	Iteration 16Q: 3 clusters Score -1199970 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1200071.375000 Penalty: 4669.553711
	Iteration 17Q: 3 clusters Score -1200071 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1200189.250000 Penalty: 4669.553711
	Iteration 18Q: 3 clusters Score -1200189 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1200363.000000 Penalty: 4669.553711
	Iteration 19Q: 3 clusters Score -1200363 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1200623.125000 Penalty: 4669.553711
	Iteration 20F: 3 clusters Score -1200623 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1200844.000000 Penalty: 4669.553711
	Iteration 21Q: 3 clusters Score -1200844 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1200958.625000 Penalty: 4669.553711
	Iteration 22Q: 3 clusters Score -1200959 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1201029.875000 Penalty: 4669.553711
	Iteration 23Q: 3 clusters Score -1201030 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1201091.375000 Penalty: 4669.553711
	Iteration 24Q: 3 clusters Score -1201091 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1201126.500000 Penalty: 4669.553711
	Iteration 25Q: 3 clusters Score -1201126 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1201154.875000 Penalty: 4669.553711
	Iteration 26Q: 3 clusters Score -1201155 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1201181.750000 Penalty: 4669.553711
	Iteration 27Q: 3 clusters Score -1201182 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1201217.625000 Penalty: 4669.553711
	Iteration 28Q: 3 clusters Score -1201218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1201271.750000 Penalty: 4669.553711
	Iteration 29Q: 3 clusters Score -1201272 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1201319.500000 Penalty: 4669.553711
	Iteration 30Q: 3 clusters Score -1201320 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1201376.375000 Penalty: 4669.553711
	Iteration 31Q: 3 clusters Score -1201376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1201427.875000 Penalty: 4669.553711
	Iteration 32Q: 3 clusters Score -1201428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1201472.000000 Penalty: 4669.553711
	Iteration 33Q: 3 clusters Score -1201472 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1201495.000000 Penalty: 4669.553711
	Iteration 34Q: 3 clusters Score -1201495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1201515.375000 Penalty: 4669.553711
	Iteration 35Q: 3 clusters Score -1201515 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1201531.500000 Penalty: 4669.553711
	Iteration 36Q: 3 clusters Score -1201532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1201538.875000 Penalty: 4669.553711
	Iteration 37Q: 3 clusters Score -1201539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1201544.625000 Penalty: 4669.553711
	Iteration 38Q: 3 clusters Score -1201545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1201546.375000 Penalty: 4669.553711
	Iteration 39Q: 3 clusters Score -1201546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1201554.500000 Penalty: 4669.553711
	Iteration 40F: 3 clusters Score -1201554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1201553.875000 Penalty: 4669.553711
	Iteration 41Q: 3 clusters Score -1201554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1201553.500000 Penalty: 4669.553711
	Iteration 42Q: 3 clusters Score -1201554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1201555.625000 Penalty: 4669.553711
	Iteration 43Q: 3 clusters Score -1201556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1201556.500000 Penalty: 4669.553711
	Iteration 44Q: 3 clusters Score -1201556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1201559.750000 Penalty: 4669.553711
	Iteration 45Q: 3 clusters Score -1201560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1201557.500000 Penalty: 4669.553711
	Iteration 46Q: 3 clusters Score -1201558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1201557.250000 Penalty: 4669.553711
	Iteration 47Q: 3 clusters Score -1201557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1201554.750000 Penalty: 4669.553711
	Iteration 48Q: 3 clusters Score -1201555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1201555.125000 Penalty: 4669.553711
	Iteration 49Q: 3 clusters Score -1201555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1201555.125000 Penalty: 4669.553711
	Iteration 50F: 3 clusters Score -1201555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280931 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 7 contains 209630 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164431 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 231682 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26030 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42345 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 70526 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195317 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43797 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Mstep: Class 36 contains 8874 members 
Entering Unmasked Estep 
Score: -157149312.000000 Penalty: 127643.281250
Splitting cluster 1 changes total score from -157150480.000000 to -157149312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Entering Unmasked Estep 
Score: -1562735.625000 Penalty: 2391.921875
	Iteration 0F: 2 clusters Score -1562736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1551561.625000 Penalty: 4783.843750
	Iteration 0F: 3 clusters Score -1551562 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1555224.125000 Penalty: 4783.843750
	Iteration 1F: 3 clusters Score -1555224 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1555660.625000 Penalty: 4783.843750
	Iteration 2F: 3 clusters Score -1555661 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1556037.250000 Penalty: 4783.843750
	Iteration 3F: 3 clusters Score -1556037 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1556339.875000 Penalty: 4783.843750
	Iteration 4Q: 3 clusters Score -1556340 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1556633.125000 Penalty: 4783.843750
	Iteration 5Q: 3 clusters Score -1556633 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1556935.375000 Penalty: 4783.843750
	Iteration 6Q: 3 clusters Score -1556935 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1557229.375000 Penalty: 4783.843750
	Iteration 7Q: 3 clusters Score -1557229 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1557499.875000 Penalty: 4783.843750
	Iteration 8Q: 3 clusters Score -1557500 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1557723.625000 Penalty: 4783.843750
	Iteration 9Q: 3 clusters Score -1557724 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1557926.250000 Penalty: 4783.843750
	Iteration 10Q: 3 clusters Score -1557926 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1558132.000000 Penalty: 4783.843750
	Iteration 11Q: 3 clusters Score -1558132 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1558346.750000 Penalty: 4783.843750
	Iteration 12Q: 3 clusters Score -1558347 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1558550.875000 Penalty: 4783.843750
	Iteration 13Q: 3 clusters Score -1558551 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1558730.875000 Penalty: 4783.843750
	Iteration 14Q: 3 clusters Score -1558731 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1558871.125000 Penalty: 4783.843750
	Iteration 15Q: 3 clusters Score -1558871 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1558982.875000 Penalty: 4783.843750
	Iteration 16Q: 3 clusters Score -1558983 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1559057.625000 Penalty: 4783.843750
	Iteration 17Q: 3 clusters Score -1559058 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1559104.500000 Penalty: 4783.843750
	Iteration 18Q: 3 clusters Score -1559104 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1559140.375000 Penalty: 4783.843750
	Iteration 19Q: 3 clusters Score -1559140 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1559181.500000 Penalty: 4783.843750
	Iteration 20F: 3 clusters Score -1559182 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1559214.750000 Penalty: 4783.843750
	Iteration 21Q: 3 clusters Score -1559215 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1559241.000000 Penalty: 4783.843750
	Iteration 22Q: 3 clusters Score -1559241 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1559264.250000 Penalty: 4783.843750
	Iteration 23Q: 3 clusters Score -1559264 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1559287.375000 Penalty: 4783.843750
	Iteration 24Q: 3 clusters Score -1559287 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1559296.125000 Penalty: 4783.843750
	Iteration 25Q: 3 clusters Score -1559296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1559305.750000 Penalty: 4783.843750
	Iteration 26Q: 3 clusters Score -1559306 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1559323.375000 Penalty: 4783.843750
	Iteration 27Q: 3 clusters Score -1559323 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1559334.250000 Penalty: 4783.843750
	Iteration 28Q: 3 clusters Score -1559334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1559350.750000 Penalty: 4783.843750
	Iteration 29Q: 3 clusters Score -1559351 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1559357.625000 Penalty: 4783.843750
	Iteration 30Q: 3 clusters Score -1559358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1559365.875000 Penalty: 4783.843750
	Iteration 31Q: 3 clusters Score -1559366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1559371.625000 Penalty: 4783.843750
	Iteration 32Q: 3 clusters Score -1559372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1559385.625000 Penalty: 4783.843750
	Iteration 33Q: 3 clusters Score -1559386 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1559401.250000 Penalty: 4783.843750
	Iteration 34Q: 3 clusters Score -1559401 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1559401.875000 Penalty: 4783.843750
	Iteration 35Q: 3 clusters Score -1559402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1559417.875000 Penalty: 4783.843750
	Iteration 36Q: 3 clusters Score -1559418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1559428.375000 Penalty: 4783.843750
	Iteration 37Q: 3 clusters Score -1559428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1559445.875000 Penalty: 4783.843750
	Iteration 38Q: 3 clusters Score -1559446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1559464.500000 Penalty: 4783.843750
	Iteration 39Q: 3 clusters Score -1559464 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1559483.500000 Penalty: 4783.843750
	Iteration 40F: 3 clusters Score -1559484 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1559488.500000 Penalty: 4783.843750
	Iteration 41Q: 3 clusters Score -1559488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1559503.875000 Penalty: 4783.843750
	Iteration 42Q: 3 clusters Score -1559504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1559518.625000 Penalty: 4783.843750
	Iteration 43Q: 3 clusters Score -1559519 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1559539.375000 Penalty: 4783.843750
	Iteration 44Q: 3 clusters Score -1559539 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1559558.500000 Penalty: 4783.843750
	Iteration 45Q: 3 clusters Score -1559558 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1559577.875000 Penalty: 4783.843750
	Iteration 46Q: 3 clusters Score -1559578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1559594.375000 Penalty: 4783.843750
	Iteration 47Q: 3 clusters Score -1559594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1559604.000000 Penalty: 4783.843750
	Iteration 48Q: 3 clusters Score -1559604 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1559624.500000 Penalty: 4783.843750
	Iteration 49Q: 3 clusters Score -1559624 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1559640.125000 Penalty: 4783.843750
	Iteration 50Q: 3 clusters Score -1559640 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1559661.375000 Penalty: 4783.843750
	Iteration 51Q: 3 clusters Score -1559661 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1559684.000000 Penalty: 4783.843750
	Iteration 52Q: 3 clusters Score -1559684 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1559710.250000 Penalty: 4783.843750
	Iteration 53Q: 3 clusters Score -1559710 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1559730.625000 Penalty: 4783.843750
	Iteration 54Q: 3 clusters Score -1559731 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1559752.875000 Penalty: 4783.843750
	Iteration 55Q: 3 clusters Score -1559753 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1559778.250000 Penalty: 4783.843750
	Iteration 56Q: 3 clusters Score -1559778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1559794.250000 Penalty: 4783.843750
	Iteration 57Q: 3 clusters Score -1559794 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1559809.000000 Penalty: 4783.843750
	Iteration 58Q: 3 clusters Score -1559809 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1559825.250000 Penalty: 4783.843750
	Iteration 59Q: 3 clusters Score -1559825 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1559843.000000 Penalty: 4783.843750
	Iteration 60F: 3 clusters Score -1559843 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1559868.000000 Penalty: 4783.843750
	Iteration 61Q: 3 clusters Score -1559868 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1559892.000000 Penalty: 4783.843750
	Iteration 62Q: 3 clusters Score -1559892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1559919.875000 Penalty: 4783.843750
	Iteration 63Q: 3 clusters Score -1559920 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1559941.500000 Penalty: 4783.843750
	Iteration 64Q: 3 clusters Score -1559942 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1559960.250000 Penalty: 4783.843750
	Iteration 65Q: 3 clusters Score -1559960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1559985.125000 Penalty: 4783.843750
	Iteration 66Q: 3 clusters Score -1559985 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1560011.625000 Penalty: 4783.843750
	Iteration 67Q: 3 clusters Score -1560012 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1560037.625000 Penalty: 4783.843750
	Iteration 68Q: 3 clusters Score -1560038 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1560073.375000 Penalty: 4783.843750
	Iteration 69Q: 3 clusters Score -1560073 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1560098.625000 Penalty: 4783.843750
	Iteration 70Q: 3 clusters Score -1560099 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1560128.000000 Penalty: 4783.843750
	Iteration 71Q: 3 clusters Score -1560128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1560159.375000 Penalty: 4783.843750
	Iteration 72Q: 3 clusters Score -1560159 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1560187.500000 Penalty: 4783.843750
	Iteration 73Q: 3 clusters Score -1560188 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1560212.125000 Penalty: 4783.843750
	Iteration 74Q: 3 clusters Score -1560212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1560247.250000 Penalty: 4783.843750
	Iteration 75Q: 3 clusters Score -1560247 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1560274.125000 Penalty: 4783.843750
	Iteration 76Q: 3 clusters Score -1560274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1560297.500000 Penalty: 4783.843750
	Iteration 77Q: 3 clusters Score -1560298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1560326.125000 Penalty: 4783.843750
	Iteration 78Q: 3 clusters Score -1560326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1560345.250000 Penalty: 4783.843750
	Iteration 79Q: 3 clusters Score -1560345 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1560374.875000 Penalty: 4783.843750
	Iteration 80F: 3 clusters Score -1560375 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1560395.250000 Penalty: 4783.843750
	Iteration 81Q: 3 clusters Score -1560395 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1560425.250000 Penalty: 4783.843750
	Iteration 82Q: 3 clusters Score -1560425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1560434.625000 Penalty: 4783.843750
	Iteration 83Q: 3 clusters Score -1560435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1560453.750000 Penalty: 4783.843750
	Iteration 84Q: 3 clusters Score -1560454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1560466.000000 Penalty: 4783.843750
	Iteration 85Q: 3 clusters Score -1560466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1560481.375000 Penalty: 4783.843750
	Iteration 86Q: 3 clusters Score -1560481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1560497.875000 Penalty: 4783.843750
	Iteration 87Q: 3 clusters Score -1560498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1560509.000000 Penalty: 4783.843750
	Iteration 88Q: 3 clusters Score -1560509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1560518.875000 Penalty: 4783.843750
	Iteration 89Q: 3 clusters Score -1560519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1560524.750000 Penalty: 4783.843750
	Iteration 90Q: 3 clusters Score -1560525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1560532.625000 Penalty: 4783.843750
	Iteration 91Q: 3 clusters Score -1560533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1560541.375000 Penalty: 4783.843750
	Iteration 92Q: 3 clusters Score -1560541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1560551.125000 Penalty: 4783.843750
	Iteration 93Q: 3 clusters Score -1560551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1560559.125000 Penalty: 4783.843750
	Iteration 94Q: 3 clusters Score -1560559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1560563.500000 Penalty: 4783.843750
	Iteration 95Q: 3 clusters Score -1560564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1560567.250000 Penalty: 4783.843750
	Iteration 96Q: 3 clusters Score -1560567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1560575.250000 Penalty: 4783.843750
	Iteration 97Q: 3 clusters Score -1560575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1560577.750000 Penalty: 4783.843750
	Iteration 98Q: 3 clusters Score -1560578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1560583.625000 Penalty: 4783.843750
	Iteration 99Q: 3 clusters Score -1560584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1560583.750000 Penalty: 4783.843750
	Iteration 100F: 3 clusters Score -1560584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1560582.750000 Penalty: 4783.843750
	Iteration 101Q: 3 clusters Score -1560583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1560582.750000 Penalty: 4783.843750
	Iteration 102F: 3 clusters Score -1560583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Entering Unmasked Estep 
Score: -677706.062500 Penalty: 2182.764404
	Iteration 0F: 2 clusters Score -677706.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -672125.500000 Penalty: 4365.528809
	Iteration 0F: 3 clusters Score -672125.5 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -673517.500000 Penalty: 4365.528809
	Iteration 1F: 3 clusters Score -673517.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -673769.250000 Penalty: 4365.528809
	Iteration 2F: 3 clusters Score -673769.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -673925.750000 Penalty: 4365.528809
	Iteration 3F: 3 clusters Score -673925.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -674041.687500 Penalty: 4365.528809
	Iteration 4Q: 3 clusters Score -674041.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -674132.875000 Penalty: 4365.528809
	Iteration 5Q: 3 clusters Score -674132.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -674205.062500 Penalty: 4365.528809
	Iteration 6Q: 3 clusters Score -674205.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -674272.875000 Penalty: 4365.528809
	Iteration 7Q: 3 clusters Score -674272.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -674333.000000 Penalty: 4365.528809
	Iteration 8Q: 3 clusters Score -674333 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -674390.437500 Penalty: 4365.528809
	Iteration 9Q: 3 clusters Score -674390.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -674451.562500 Penalty: 4365.528809
	Iteration 10Q: 3 clusters Score -674451.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -674513.750000 Penalty: 4365.528809
	Iteration 11Q: 3 clusters Score -674513.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -674577.500000 Penalty: 4365.528809
	Iteration 12Q: 3 clusters Score -674577.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -674640.187500 Penalty: 4365.528809
	Iteration 13Q: 3 clusters Score -674640.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -674721.000000 Penalty: 4365.528809
	Iteration 14Q: 3 clusters Score -674721 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -674809.750000 Penalty: 4365.528809
	Iteration 15Q: 3 clusters Score -674809.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -674929.312500 Penalty: 4365.528809
	Iteration 16Q: 3 clusters Score -674929.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -675048.687500 Penalty: 4365.528809
	Iteration 17Q: 3 clusters Score -675048.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -675210.125000 Penalty: 4365.528809
	Iteration 18Q: 3 clusters Score -675210.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -675372.375000 Penalty: 4365.528809
	Iteration 19Q: 3 clusters Score -675372.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -675517.187500 Penalty: 4365.528809
	Iteration 20F: 3 clusters Score -675517.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -675630.000000 Penalty: 4365.528809
	Iteration 21Q: 3 clusters Score -675630 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -675702.812500 Penalty: 4365.528809
	Iteration 22Q: 3 clusters Score -675702.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -675745.437500 Penalty: 4365.528809
	Iteration 23Q: 3 clusters Score -675745.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -675787.187500 Penalty: 4365.528809
	Iteration 24Q: 3 clusters Score -675787.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -675820.187500 Penalty: 4365.528809
	Iteration 25Q: 3 clusters Score -675820.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -675852.312500 Penalty: 4365.528809
	Iteration 26Q: 3 clusters Score -675852.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -675873.875000 Penalty: 4365.528809
	Iteration 27Q: 3 clusters Score -675873.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -675896.187500 Penalty: 4365.528809
	Iteration 28Q: 3 clusters Score -675896.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -675909.562500 Penalty: 4365.528809
	Iteration 29Q: 3 clusters Score -675909.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -675921.437500 Penalty: 4365.528809
	Iteration 30Q: 3 clusters Score -675921.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -675931.250000 Penalty: 4365.528809
	Iteration 31Q: 3 clusters Score -675931.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -675935.750000 Penalty: 4365.528809
	Iteration 32Q: 3 clusters Score -675935.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -675937.062500 Penalty: 4365.528809
	Iteration 33Q: 3 clusters Score -675937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -675938.312500 Penalty: 4365.528809
	Iteration 34Q: 3 clusters Score -675938.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -675939.250000 Penalty: 4365.528809
	Iteration 35Q: 3 clusters Score -675939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -675941.187500 Penalty: 4365.528809
	Iteration 36Q: 3 clusters Score -675941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -675941.062500 Penalty: 4365.528809
	Iteration 37Q: 3 clusters Score -675941.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -675942.937500 Penalty: 4365.528809
	Iteration 38Q: 3 clusters Score -675942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -675943.812500 Penalty: 4365.528809
	Iteration 39Q: 3 clusters Score -675943.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -675947.000000 Penalty: 4365.528809
	Iteration 40F: 3 clusters Score -675947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -675947.625000 Penalty: 4365.528809
	Iteration 41Q: 3 clusters Score -675947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -675948.625000 Penalty: 4365.528809
	Iteration 42Q: 3 clusters Score -675948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -675948.187500 Penalty: 4365.528809
	Iteration 43Q: 3 clusters Score -675948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -675949.625000 Penalty: 4365.528809
	Iteration 44Q: 3 clusters Score -675949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -675949.500000 Penalty: 4365.528809
	Iteration 45Q: 3 clusters Score -675949.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -675949.500000 Penalty: 4365.528809
	Iteration 46F: 3 clusters Score -675949.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Entering Unmasked Estep 
Score: -518815.093750 Penalty: 2157.851318
	Iteration 0F: 2 clusters Score -518815.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -513710.593750 Penalty: 4315.702637
	Iteration 0F: 3 clusters Score -513710.6 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -515300.218750 Penalty: 4315.702637
	Iteration 1F: 3 clusters Score -515300.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -515895.250000 Penalty: 4315.702637
	Iteration 2F: 3 clusters Score -515895.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -516404.125000 Penalty: 4315.702637
	Iteration 3F: 3 clusters Score -516404.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -516760.062500 Penalty: 4315.702637
	Iteration 4F: 3 clusters Score -516760.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -517014.812500 Penalty: 4315.702637
	Iteration 5F: 3 clusters Score -517014.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -517204.593750 Penalty: 4315.702637
	Iteration 6Q: 3 clusters Score -517204.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -517332.687500 Penalty: 4315.702637
	Iteration 7Q: 3 clusters Score -517332.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -517410.781250 Penalty: 4315.702637
	Iteration 8Q: 3 clusters Score -517410.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -517456.281250 Penalty: 4315.702637
	Iteration 9Q: 3 clusters Score -517456.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -517485.125000 Penalty: 4315.702637
	Iteration 10Q: 3 clusters Score -517485.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -517500.468750 Penalty: 4315.702637
	Iteration 11Q: 3 clusters Score -517500.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -517510.500000 Penalty: 4315.702637
	Iteration 12Q: 3 clusters Score -517510.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -517518.343750 Penalty: 4315.702637
	Iteration 13Q: 3 clusters Score -517518.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -517526.625000 Penalty: 4315.702637
	Iteration 14Q: 3 clusters Score -517526.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -517531.593750 Penalty: 4315.702637
	Iteration 15Q: 3 clusters Score -517531.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -517536.656250 Penalty: 4315.702637
	Iteration 16Q: 3 clusters Score -517536.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -517537.875000 Penalty: 4315.702637
	Iteration 17Q: 3 clusters Score -517537.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -517539.906250 Penalty: 4315.702637
	Iteration 18Q: 3 clusters Score -517539.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -517541.093750 Penalty: 4315.702637
	Iteration 19Q: 3 clusters Score -517541.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -517541.312500 Penalty: 4315.702637
	Iteration 20F: 3 clusters Score -517541.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -517541.968750 Penalty: 4315.702637
	Iteration 21Q: 3 clusters Score -517542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -517542.031250 Penalty: 4315.702637
	Iteration 22Q: 3 clusters Score -517542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -517543.687500 Penalty: 4315.702637
	Iteration 23Q: 3 clusters Score -517543.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -517543.000000 Penalty: 4315.702637
	Iteration 24Q: 3 clusters Score -517543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -517543.000000 Penalty: 4315.702637
	Iteration 25F: 3 clusters Score -517543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (280931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280931 members 
Entering Unmasked Estep 
Score: -28134180.000000 Penalty: 3111.374268
	Iteration 0F: 2 clusters Score -2.813418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140418 members 
Mstep: Class 2 contains 140513 members 
Entering Unmasked Estep 
Score: -27954980.000000 Penalty: 6222.748535
	Iteration 0F: 3 clusters Score -2.795498e+07 nChanged 136230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139728 members 
Mstep: Class 2 contains 141203 members 
Entering Unmasked Estep 
Score: -28037170.000000 Penalty: 6222.748535
	Iteration 1F: 3 clusters Score -2.803717e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139326 members 
Mstep: Class 2 contains 141605 members 
Entering Unmasked Estep 
Score: -28039158.000000 Penalty: 6222.748535
	Iteration 2Q: 3 clusters Score -2.803916e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138688 members 
Mstep: Class 2 contains 142243 members 
Entering Unmasked Estep 
Score: -28041784.000000 Penalty: 6222.748535
	Iteration 3Q: 3 clusters Score -2.804178e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137676 members 
Mstep: Class 2 contains 143255 members 
Entering Unmasked Estep 
Score: -28045506.000000 Penalty: 6222.748535
	Iteration 4Q: 3 clusters Score -2.804551e+07 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136229 members 
Mstep: Class 2 contains 144702 members 
Entering Unmasked Estep 
Score: -28051228.000000 Penalty: 6222.748535
	Iteration 5Q: 3 clusters Score -2.805123e+07 nChanged 15410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133935 members 
Mstep: Class 2 contains 146996 members 
Entering Unmasked Estep 
Score: -28060992.000000 Penalty: 6222.748535
	Iteration 6F: 3 clusters Score -2.806099e+07 nChanged 18203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131070 members 
Mstep: Class 2 contains 149861 members 
Entering Unmasked Estep 
Score: -28074676.000000 Penalty: 6222.748535
	Iteration 7F: 3 clusters Score -2.807468e+07 nChanged 19025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128151 members 
Mstep: Class 2 contains 152780 members 
Entering Unmasked Estep 
Score: -28088548.000000 Penalty: 6222.748535
	Iteration 8F: 3 clusters Score -2.808855e+07 nChanged 15460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125627 members 
Mstep: Class 2 contains 155304 members 
Entering Unmasked Estep 
Score: -28096030.000000 Penalty: 6222.748535
	Iteration 9F: 3 clusters Score -2.809603e+07 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123596 members 
Mstep: Class 2 contains 157335 members 
Entering Unmasked Estep 
Score: -28098562.000000 Penalty: 6222.748535
	Iteration 10Q: 3 clusters Score -2.809856e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121562 members 
Mstep: Class 2 contains 159369 members 
Entering Unmasked Estep 
Score: -28100066.000000 Penalty: 6222.748535
	Iteration 11Q: 3 clusters Score -2.810007e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119437 members 
Mstep: Class 2 contains 161494 members 
Entering Unmasked Estep 
Score: -28101198.000000 Penalty: 6222.748535
	Iteration 12Q: 3 clusters Score -2.81012e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117093 members 
Mstep: Class 2 contains 163838 members 
Entering Unmasked Estep 
Score: -28102400.000000 Penalty: 6222.748535
	Iteration 13Q: 3 clusters Score -2.81024e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114509 members 
Mstep: Class 2 contains 166422 members 
Entering Unmasked Estep 
Score: -28103940.000000 Penalty: 6222.748535
	Iteration 14Q: 3 clusters Score -2.810394e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111650 members 
Mstep: Class 2 contains 169281 members 
Entering Unmasked Estep 
Score: -28105854.000000 Penalty: 6222.748535
	Iteration 15Q: 3 clusters Score -2.810585e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108813 members 
Mstep: Class 2 contains 172118 members 
Entering Unmasked Estep 
Score: -28107694.000000 Penalty: 6222.748535
	Iteration 16Q: 3 clusters Score -2.810769e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106047 members 
Mstep: Class 2 contains 174884 members 
Entering Unmasked Estep 
Score: -28109242.000000 Penalty: 6222.748535
	Iteration 17Q: 3 clusters Score -2.810924e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103406 members 
Mstep: Class 2 contains 177525 members 
Entering Unmasked Estep 
Score: -28110652.000000 Penalty: 6222.748535
	Iteration 18Q: 3 clusters Score -2.811065e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100978 members 
Mstep: Class 2 contains 179953 members 
Entering Unmasked Estep 
Score: -28111720.000000 Penalty: 6222.748535
	Iteration 19Q: 3 clusters Score -2.811172e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98541 members 
Mstep: Class 2 contains 182390 members 
Entering Unmasked Estep 
Score: -28112628.000000 Penalty: 6222.748535
	Iteration 20F: 3 clusters Score -2.811263e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96120 members 
Mstep: Class 2 contains 184811 members 
Entering Unmasked Estep 
Score: -28113282.000000 Penalty: 6222.748535
	Iteration 21Q: 3 clusters Score -2.811328e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93829 members 
Mstep: Class 2 contains 187102 members 
Entering Unmasked Estep 
Score: -28113604.000000 Penalty: 6222.748535
	Iteration 22Q: 3 clusters Score -2.81136e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91616 members 
Mstep: Class 2 contains 189315 members 
Entering Unmasked Estep 
Score: -28113954.000000 Penalty: 6222.748535
	Iteration 23Q: 3 clusters Score -2.811395e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 191531 members 
Entering Unmasked Estep 
Score: -28114106.000000 Penalty: 6222.748535
	Iteration 24Q: 3 clusters Score -2.811411e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87257 members 
Mstep: Class 2 contains 193674 members 
Entering Unmasked Estep 
Score: -28114148.000000 Penalty: 6222.748535
	Iteration 25Q: 3 clusters Score -2.811415e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 195801 members 
Entering Unmasked Estep 
Score: -28114344.000000 Penalty: 6222.748535
	Iteration 26Q: 3 clusters Score -2.811434e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 197953 members 
Entering Unmasked Estep 
Score: -28114564.000000 Penalty: 6222.748535
	Iteration 27Q: 3 clusters Score -2.811456e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 200163 members 
Entering Unmasked Estep 
Score: -28114580.000000 Penalty: 6222.748535
	Iteration 28Q: 3 clusters Score -2.811458e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Mstep: Class 2 contains 202331 members 
Entering Unmasked Estep 
Score: -28114552.000000 Penalty: 6222.748535
	Iteration 29Q: 3 clusters Score -2.811455e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76381 members 
Mstep: Class 2 contains 204550 members 
Entering Unmasked Estep 
Score: -28114558.000000 Penalty: 6222.748535
	Iteration 30Q: 3 clusters Score -2.811456e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74184 members 
Mstep: Class 2 contains 206747 members 
Entering Unmasked Estep 
Score: -28114526.000000 Penalty: 6222.748535
	Iteration 31Q: 3 clusters Score -2.811453e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 208987 members 
Entering Unmasked Estep 
Score: -28114600.000000 Penalty: 6222.748535
	Iteration 32Q: 3 clusters Score -2.81146e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69621 members 
Mstep: Class 2 contains 211310 members 
Entering Unmasked Estep 
Score: -28114552.000000 Penalty: 6222.748535
	Iteration 33Q: 3 clusters Score -2.811455e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67219 members 
Mstep: Class 2 contains 213712 members 
Entering Unmasked Estep 
Score: -28114672.000000 Penalty: 6222.748535
	Iteration 34Q: 3 clusters Score -2.811467e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 216101 members 
Entering Unmasked Estep 
Score: -28114794.000000 Penalty: 6222.748535
	Iteration 35Q: 3 clusters Score -2.811479e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 218626 members 
Entering Unmasked Estep 
Score: -28115046.000000 Penalty: 6222.748535
	Iteration 36Q: 3 clusters Score -2.811505e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 221309 members 
Entering Unmasked Estep 
Score: -28115318.000000 Penalty: 6222.748535
	Iteration 37Q: 3 clusters Score -2.811532e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 224054 members 
Entering Unmasked Estep 
Score: -28115600.000000 Penalty: 6222.748535
	Iteration 38Q: 3 clusters Score -2.81156e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 226851 members 
Entering Unmasked Estep 
Score: -28115860.000000 Penalty: 6222.748535
	Iteration 39Q: 3 clusters Score -2.811586e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 229704 members 
Entering Unmasked Estep 
Score: -28116144.000000 Penalty: 6222.748535
	Iteration 40F: 3 clusters Score -2.811614e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 232648 members 
Entering Unmasked Estep 
Score: -28116422.000000 Penalty: 6222.748535
	Iteration 41Q: 3 clusters Score -2.811642e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 235577 members 
Entering Unmasked Estep 
Score: -28116910.000000 Penalty: 6222.748535
	Iteration 42Q: 3 clusters Score -2.811691e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 238502 members 
Entering Unmasked Estep 
Score: -28117518.000000 Penalty: 6222.748535
	Iteration 43Q: 3 clusters Score -2.811752e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 241401 members 
Entering Unmasked Estep 
Score: -28117964.000000 Penalty: 6222.748535
	Iteration 44Q: 3 clusters Score -2.811796e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 244336 members 
Entering Unmasked Estep 
Score: -28118484.000000 Penalty: 6222.748535
	Iteration 45Q: 3 clusters Score -2.811848e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 247269 members 
Entering Unmasked Estep 
Score: -28118920.000000 Penalty: 6222.748535
	Iteration 46Q: 3 clusters Score -2.811892e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 250171 members 
Entering Unmasked Estep 
Score: -28119570.000000 Penalty: 6222.748535
	Iteration 47Q: 3 clusters Score -2.811957e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 253039 members 
Entering Unmasked Estep 
Score: -28120284.000000 Penalty: 6222.748535
	Iteration 48Q: 3 clusters Score -2.812028e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 255867 members 
Entering Unmasked Estep 
Score: -28121170.000000 Penalty: 6222.748535
	Iteration 49Q: 3 clusters Score -2.812117e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 258560 members 
Entering Unmasked Estep 
Score: -28122030.000000 Penalty: 6222.748535
	Iteration 50Q: 3 clusters Score -2.812203e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 261141 members 
Entering Unmasked Estep 
Score: -28122670.000000 Penalty: 6222.748535
	Iteration 51Q: 3 clusters Score -2.812267e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 263540 members 
Entering Unmasked Estep 
Score: -28123500.000000 Penalty: 6222.748535
	Iteration 52Q: 3 clusters Score -2.81235e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 265801 members 
Entering Unmasked Estep 
Score: -28124268.000000 Penalty: 6222.748535
	Iteration 53Q: 3 clusters Score -2.812427e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 267877 members 
Entering Unmasked Estep 
Score: -28125320.000000 Penalty: 6222.748535
	Iteration 54Q: 3 clusters Score -2.812532e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 269765 members 
Entering Unmasked Estep 
Score: -28126154.000000 Penalty: 6222.748535
	Iteration 55Q: 3 clusters Score -2.812615e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 271484 members 
Entering Unmasked Estep 
Score: -28127014.000000 Penalty: 6222.748535
	Iteration 56Q: 3 clusters Score -2.812701e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 272938 members 
Entering Unmasked Estep 
Score: -28127812.000000 Penalty: 6222.748535
	Iteration 57Q: 3 clusters Score -2.812781e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 274221 members 
Entering Unmasked Estep 
Score: -28128520.000000 Penalty: 6222.748535
	Iteration 58Q: 3 clusters Score -2.812852e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 275273 members 
Entering Unmasked Estep 
Score: -28129168.000000 Penalty: 6222.748535
	Iteration 59Q: 3 clusters Score -2.812917e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 276127 members 
Entering Unmasked Estep 
Score: -28129682.000000 Penalty: 6222.748535
	Iteration 60F: 3 clusters Score -2.812968e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 276801 members 
Entering Unmasked Estep 
Score: -28130076.000000 Penalty: 6222.748535
	Iteration 61Q: 3 clusters Score -2.813008e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 277342 members 
Entering Unmasked Estep 
Score: -28130384.000000 Penalty: 6222.748535
	Iteration 62Q: 3 clusters Score -2.813038e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 277752 members 
Entering Unmasked Estep 
Score: -28130606.000000 Penalty: 6222.748535
	Iteration 63Q: 3 clusters Score -2.813061e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 278078 members 
Entering Unmasked Estep 
Score: -28130756.000000 Penalty: 6222.748535
	Iteration 64Q: 3 clusters Score -2.813076e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 278343 members 
Entering Unmasked Estep 
Score: -28130948.000000 Penalty: 6222.748535
	Iteration 65Q: 3 clusters Score -2.813095e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 278559 members 
Entering Unmasked Estep 
Score: -28131062.000000 Penalty: 6222.748535
	Iteration 66Q: 3 clusters Score -2.813106e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 278715 members 
Entering Unmasked Estep 
Score: -28131176.000000 Penalty: 6222.748535
	Iteration 67Q: 3 clusters Score -2.813118e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 278850 members 
Entering Unmasked Estep 
Score: -28131252.000000 Penalty: 6222.748535
	Iteration 68Q: 3 clusters Score -2.813125e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 278950 members 
Entering Unmasked Estep 
Score: -28131298.000000 Penalty: 6222.748535
	Iteration 69Q: 3 clusters Score -2.81313e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 279033 members 
Entering Unmasked Estep 
Score: -28131388.000000 Penalty: 6222.748535
	Iteration 70Q: 3 clusters Score -2.813139e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 279107 members 
Entering Unmasked Estep 
Score: -28131420.000000 Penalty: 6222.748535
	Iteration 71Q: 3 clusters Score -2.813142e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 279165 members 
Entering Unmasked Estep 
Score: -28131442.000000 Penalty: 6222.748535
	Iteration 72Q: 3 clusters Score -2.813144e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 279223 members 
Entering Unmasked Estep 
Score: -28131492.000000 Penalty: 6222.748535
	Iteration 73Q: 3 clusters Score -2.813149e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 279262 members 
Entering Unmasked Estep 
Score: -28131552.000000 Penalty: 6222.748535
	Iteration 74Q: 3 clusters Score -2.813155e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 279307 members 
Entering Unmasked Estep 
Score: -28131582.000000 Penalty: 6222.748535
	Iteration 75Q: 3 clusters Score -2.813158e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 279342 members 
Entering Unmasked Estep 
Score: -28131626.000000 Penalty: 6222.748535
	Iteration 76Q: 3 clusters Score -2.813163e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 279378 members 
Entering Unmasked Estep 
Score: -28131646.000000 Penalty: 6222.748535
	Iteration 77Q: 3 clusters Score -2.813165e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 279418 members 
Entering Unmasked Estep 
Score: -28131686.000000 Penalty: 6222.748535
	Iteration 78Q: 3 clusters Score -2.813169e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 279442 members 
Entering Unmasked Estep 
Score: -28131696.000000 Penalty: 6222.748535
	Iteration 79Q: 3 clusters Score -2.81317e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 279466 members 
Entering Unmasked Estep 
Score: -28131702.000000 Penalty: 6222.748535
	Iteration 80F: 3 clusters Score -2.81317e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 279489 members 
Entering Unmasked Estep 
Score: -28131724.000000 Penalty: 6222.748535
	Iteration 81Q: 3 clusters Score -2.813172e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 279502 members 
Entering Unmasked Estep 
Score: -28131736.000000 Penalty: 6222.748535
	Iteration 82Q: 3 clusters Score -2.813174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 279511 members 
Entering Unmasked Estep 
Score: -28131758.000000 Penalty: 6222.748535
	Iteration 83Q: 3 clusters Score -2.813176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 279521 members 
Entering Unmasked Estep 
Score: -28131762.000000 Penalty: 6222.748535
	Iteration 84Q: 3 clusters Score -2.813176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 279519 members 
Entering Unmasked Estep 
Score: -28131758.000000 Penalty: 6222.748535
	Iteration 85Q: 3 clusters Score -2.813176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 279524 members 
Entering Unmasked Estep 
Score: -28131750.000000 Penalty: 6222.748535
	Iteration 86Q: 3 clusters Score -2.813175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 279527 members 
Entering Unmasked Estep 
Score: -28131758.000000 Penalty: 6222.748535
	Iteration 87Q: 3 clusters Score -2.813176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 279530 members 
Entering Unmasked Estep 
Score: -28131770.000000 Penalty: 6222.748535
	Iteration 88Q: 3 clusters Score -2.813177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 279533 members 
Entering Unmasked Estep 
Score: -28131770.000000 Penalty: 6222.748535
	Iteration 89Q: 3 clusters Score -2.813177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 279537 members 
Entering Unmasked Estep 
Score: -28131776.000000 Penalty: 6222.748535
	Iteration 90Q: 3 clusters Score -2.813178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 279539 members 
Entering Unmasked Estep 
Score: -28131784.000000 Penalty: 6222.748535
	Iteration 91Q: 3 clusters Score -2.813178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 279541 members 
Entering Unmasked Estep 
Score: -28131772.000000 Penalty: 6222.748535
	Iteration 92Q: 3 clusters Score -2.813177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 279545 members 
Entering Unmasked Estep 
Score: -28131758.000000 Penalty: 6222.748535
	Iteration 93Q: 3 clusters Score -2.813176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 279550 members 
Entering Unmasked Estep 
Score: -28131766.000000 Penalty: 6222.748535
	Iteration 94Q: 3 clusters Score -2.813177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 279555 members 
Entering Unmasked Estep 
Score: -28131776.000000 Penalty: 6222.748535
	Iteration 95Q: 3 clusters Score -2.813178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 279555 members 
Entering Unmasked Estep 
Score: -28131768.000000 Penalty: 6222.748535
	Iteration 96Q: 3 clusters Score -2.813177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 279555 members 
Entering Unmasked Estep 
Score: -28131776.000000 Penalty: 6222.748535
	Iteration 97Q: 3 clusters Score -2.813178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 279555 members 
Entering Unmasked Estep 
Score: -28131776.000000 Penalty: 6222.748535
	Iteration 98F: 3 clusters Score -2.813178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Entering Unmasked Estep 
Score: -1021630.375000 Penalty: 2290.892334
	Iteration 0F: 2 clusters Score -1021630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1013840.875000 Penalty: 4581.784668
	Iteration 0F: 3 clusters Score -1013841 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1016044.687500 Penalty: 4581.784668
	Iteration 1F: 3 clusters Score -1016045 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1016338.125000 Penalty: 4581.784668
	Iteration 2F: 3 clusters Score -1016338 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1016554.562500 Penalty: 4581.784668
	Iteration 3Q: 3 clusters Score -1016555 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1016716.500000 Penalty: 4581.784668
	Iteration 4Q: 3 clusters Score -1016716 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1016850.437500 Penalty: 4581.784668
	Iteration 5Q: 3 clusters Score -1016850 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1016978.125000 Penalty: 4581.784668
	Iteration 6Q: 3 clusters Score -1016978 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1017105.750000 Penalty: 4581.784668
	Iteration 7Q: 3 clusters Score -1017106 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1017231.562500 Penalty: 4581.784668
	Iteration 8Q: 3 clusters Score -1017232 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1017363.625000 Penalty: 4581.784668
	Iteration 9Q: 3 clusters Score -1017364 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1017477.500000 Penalty: 4581.784668
	Iteration 10Q: 3 clusters Score -1017478 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1017572.187500 Penalty: 4581.784668
	Iteration 11Q: 3 clusters Score -1017572 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1017673.750000 Penalty: 4581.784668
	Iteration 12Q: 3 clusters Score -1017674 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1017792.375000 Penalty: 4581.784668
	Iteration 13Q: 3 clusters Score -1017792 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1017902.187500 Penalty: 4581.784668
	Iteration 14Q: 3 clusters Score -1017902 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1018016.625000 Penalty: 4581.784668
	Iteration 15Q: 3 clusters Score -1018017 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1018122.500000 Penalty: 4581.784668
	Iteration 16Q: 3 clusters Score -1018122 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1018216.687500 Penalty: 4581.784668
	Iteration 17Q: 3 clusters Score -1018217 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1018320.500000 Penalty: 4581.784668
	Iteration 18Q: 3 clusters Score -1018320 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1018417.312500 Penalty: 4581.784668
	Iteration 19Q: 3 clusters Score -1018417 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1018508.687500 Penalty: 4581.784668
	Iteration 20F: 3 clusters Score -1018509 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1018585.687500 Penalty: 4581.784668
	Iteration 21Q: 3 clusters Score -1018586 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1018654.000000 Penalty: 4581.784668
	Iteration 22Q: 3 clusters Score -1018654 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1018710.000000 Penalty: 4581.784668
	Iteration 23Q: 3 clusters Score -1018710 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1018751.562500 Penalty: 4581.784668
	Iteration 24Q: 3 clusters Score -1018752 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1018793.750000 Penalty: 4581.784668
	Iteration 25Q: 3 clusters Score -1018794 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1018838.250000 Penalty: 4581.784668
	Iteration 26Q: 3 clusters Score -1018838 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1018878.000000 Penalty: 4581.784668
	Iteration 27Q: 3 clusters Score -1018878 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1018916.437500 Penalty: 4581.784668
	Iteration 28Q: 3 clusters Score -1018916 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1018955.500000 Penalty: 4581.784668
	Iteration 29Q: 3 clusters Score -1018956 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1018993.062500 Penalty: 4581.784668
	Iteration 30Q: 3 clusters Score -1018993 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1019023.750000 Penalty: 4581.784668
	Iteration 31Q: 3 clusters Score -1019024 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1019056.250000 Penalty: 4581.784668
	Iteration 32Q: 3 clusters Score -1019056 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1019084.125000 Penalty: 4581.784668
	Iteration 33Q: 3 clusters Score -1019084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1019100.812500 Penalty: 4581.784668
	Iteration 34Q: 3 clusters Score -1019101 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1019121.500000 Penalty: 4581.784668
	Iteration 35Q: 3 clusters Score -1019122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1019132.437500 Penalty: 4581.784668
	Iteration 36Q: 3 clusters Score -1019132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1019150.812500 Penalty: 4581.784668
	Iteration 37Q: 3 clusters Score -1019151 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1019170.125000 Penalty: 4581.784668
	Iteration 38Q: 3 clusters Score -1019170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1019186.375000 Penalty: 4581.784668
	Iteration 39Q: 3 clusters Score -1019186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1019206.000000 Penalty: 4581.784668
	Iteration 40F: 3 clusters Score -1019206 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1019226.500000 Penalty: 4581.784668
	Iteration 41Q: 3 clusters Score -1019226 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1019250.562500 Penalty: 4581.784668
	Iteration 42Q: 3 clusters Score -1019251 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1019265.062500 Penalty: 4581.784668
	Iteration 43Q: 3 clusters Score -1019265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1019277.500000 Penalty: 4581.784668
	Iteration 44Q: 3 clusters Score -1019278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1019289.437500 Penalty: 4581.784668
	Iteration 45Q: 3 clusters Score -1019289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1019302.125000 Penalty: 4581.784668
	Iteration 46Q: 3 clusters Score -1019302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1019316.000000 Penalty: 4581.784668
	Iteration 47Q: 3 clusters Score -1019316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1019333.187500 Penalty: 4581.784668
	Iteration 48Q: 3 clusters Score -1019333 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1019354.625000 Penalty: 4581.784668
	Iteration 49Q: 3 clusters Score -1019355 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1019368.062500 Penalty: 4581.784668
	Iteration 50Q: 3 clusters Score -1019368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1019382.500000 Penalty: 4581.784668
	Iteration 51Q: 3 clusters Score -1019382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1019393.125000 Penalty: 4581.784668
	Iteration 52Q: 3 clusters Score -1019393 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1019408.937500 Penalty: 4581.784668
	Iteration 53Q: 3 clusters Score -1019409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1019418.500000 Penalty: 4581.784668
	Iteration 54Q: 3 clusters Score -1019418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1019431.250000 Penalty: 4581.784668
	Iteration 55Q: 3 clusters Score -1019431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1019436.562500 Penalty: 4581.784668
	Iteration 56Q: 3 clusters Score -1019437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1019440.812500 Penalty: 4581.784668
	Iteration 57Q: 3 clusters Score -1019441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1019448.375000 Penalty: 4581.784668
	Iteration 58Q: 3 clusters Score -1019448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1019457.062500 Penalty: 4581.784668
	Iteration 59Q: 3 clusters Score -1019457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1019460.437500 Penalty: 4581.784668
	Iteration 60F: 3 clusters Score -1019460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1019462.562500 Penalty: 4581.784668
	Iteration 61Q: 3 clusters Score -1019463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1019468.500000 Penalty: 4581.784668
	Iteration 62Q: 3 clusters Score -1019468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1019470.812500 Penalty: 4581.784668
	Iteration 63Q: 3 clusters Score -1019471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1019473.875000 Penalty: 4581.784668
	Iteration 64Q: 3 clusters Score -1019474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1019475.875000 Penalty: 4581.784668
	Iteration 65Q: 3 clusters Score -1019476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1019480.625000 Penalty: 4581.784668
	Iteration 66Q: 3 clusters Score -1019481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1019483.375000 Penalty: 4581.784668
	Iteration 67Q: 3 clusters Score -1019483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1019486.562500 Penalty: 4581.784668
	Iteration 68Q: 3 clusters Score -1019487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1019490.000000 Penalty: 4581.784668
	Iteration 69Q: 3 clusters Score -1019490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1019491.375000 Penalty: 4581.784668
	Iteration 70Q: 3 clusters Score -1019491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1019492.750000 Penalty: 4581.784668
	Iteration 71Q: 3 clusters Score -1019493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1019494.062500 Penalty: 4581.784668
	Iteration 72Q: 3 clusters Score -1019494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1019496.687500 Penalty: 4581.784668
	Iteration 73Q: 3 clusters Score -1019497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1019502.187500 Penalty: 4581.784668
	Iteration 74Q: 3 clusters Score -1019502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1019504.750000 Penalty: 4581.784668
	Iteration 75Q: 3 clusters Score -1019505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1019504.750000 Penalty: 4581.784668
	Iteration 76Q: 3 clusters Score -1019505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1019508.187500 Penalty: 4581.784668
	Iteration 77Q: 3 clusters Score -1019508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1019510.062500 Penalty: 4581.784668
	Iteration 78Q: 3 clusters Score -1019510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1019512.312500 Penalty: 4581.784668
	Iteration 79Q: 3 clusters Score -1019512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1019512.750000 Penalty: 4581.784668
	Iteration 80F: 3 clusters Score -1019513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1019513.250000 Penalty: 4581.784668
	Iteration 81Q: 3 clusters Score -1019513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1019514.937500 Penalty: 4581.784668
	Iteration 82Q: 3 clusters Score -1019515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1019518.750000 Penalty: 4581.784668
	Iteration 83Q: 3 clusters Score -1019519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1019519.875000 Penalty: 4581.784668
	Iteration 84Q: 3 clusters Score -1019520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1019523.750000 Penalty: 4581.784668
	Iteration 85Q: 3 clusters Score -1019524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1019522.625000 Penalty: 4581.784668
	Iteration 86Q: 3 clusters Score -1019523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1019522.937500 Penalty: 4581.784668
	Iteration 87Q: 3 clusters Score -1019523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1019526.000000 Penalty: 4581.784668
	Iteration 88Q: 3 clusters Score -1019526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1019526.437500 Penalty: 4581.784668
	Iteration 89Q: 3 clusters Score -1019526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1019526.937500 Penalty: 4581.784668
	Iteration 90Q: 3 clusters Score -1019527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1019526.812500 Penalty: 4581.784668
	Iteration 91Q: 3 clusters Score -1019527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1019530.875000 Penalty: 4581.784668
	Iteration 92Q: 3 clusters Score -1019531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1019529.312500 Penalty: 4581.784668
	Iteration 93Q: 3 clusters Score -1019529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1019532.500000 Penalty: 4581.784668
	Iteration 94Q: 3 clusters Score -1019532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1019532.625000 Penalty: 4581.784668
	Iteration 95Q: 3 clusters Score -1019533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1019534.125000 Penalty: 4581.784668
	Iteration 96Q: 3 clusters Score -1019534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1019534.250000 Penalty: 4581.784668
	Iteration 97Q: 3 clusters Score -1019534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1019534.750000 Penalty: 4581.784668
	Iteration 98Q: 3 clusters Score -1019535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1019534.687500 Penalty: 4581.784668
	Iteration 99Q: 3 clusters Score -1019535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1019534.687500 Penalty: 4581.784668
	Iteration 100F: 3 clusters Score -1019535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (209630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209630 members 
Entering Unmasked Estep 
Score: -21104770.000000 Penalty: 3038.768555
	Iteration 0F: 2 clusters Score -2.110477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104850 members 
Mstep: Class 2 contains 104780 members 
Entering Unmasked Estep 
Score: -20964458.000000 Penalty: 6077.537109
	Iteration 0F: 3 clusters Score -2.096446e+07 nChanged 100870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103786 members 
Mstep: Class 2 contains 105844 members 
Entering Unmasked Estep 
Score: -21022908.000000 Penalty: 6077.537109
	Iteration 1F: 3 clusters Score -2.102291e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103290 members 
Mstep: Class 2 contains 106340 members 
Entering Unmasked Estep 
Score: -21023624.000000 Penalty: 6077.537109
	Iteration 2Q: 3 clusters Score -2.102362e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102463 members 
Mstep: Class 2 contains 107167 members 
Entering Unmasked Estep 
Score: -21024176.000000 Penalty: 6077.537109
	Iteration 3Q: 3 clusters Score -2.102418e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101179 members 
Mstep: Class 2 contains 108451 members 
Entering Unmasked Estep 
Score: -21024966.000000 Penalty: 6077.537109
	Iteration 4Q: 3 clusters Score -2.102497e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 110386 members 
Entering Unmasked Estep 
Score: -21025748.000000 Penalty: 6077.537109
	Iteration 5Q: 3 clusters Score -2.102575e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96301 members 
Mstep: Class 2 contains 113329 members 
Entering Unmasked Estep 
Score: -21026958.000000 Penalty: 6077.537109
	Iteration 6Q: 3 clusters Score -2.102696e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91854 members 
Mstep: Class 2 contains 117776 members 
Entering Unmasked Estep 
Score: -21028536.000000 Penalty: 6077.537109
	Iteration 7Q: 3 clusters Score -2.102854e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85272 members 
Mstep: Class 2 contains 124358 members 
Entering Unmasked Estep 
Score: -21031188.000000 Penalty: 6077.537109
	Iteration 8Q: 3 clusters Score -2.103119e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75706 members 
Mstep: Class 2 contains 133924 members 
Entering Unmasked Estep 
Score: -21036362.000000 Penalty: 6077.537109
	Iteration 9Q: 3 clusters Score -2.103636e+07 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 147056 members 
Entering Unmasked Estep 
Score: -21044988.000000 Penalty: 6077.537109
	Iteration 10F: 3 clusters Score -2.104499e+07 nChanged 16287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 163235 members 
Entering Unmasked Estep 
Score: -21058280.000000 Penalty: 6077.537109
	Iteration 11F: 3 clusters Score -2.105828e+07 nChanged 16749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 179958 members 
Entering Unmasked Estep 
Score: -21073954.000000 Penalty: 6077.537109
	Iteration 12F: 3 clusters Score -2.107395e+07 nChanged 13329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 193283 members 
Entering Unmasked Estep 
Score: -21087072.000000 Penalty: 6077.537109
	Iteration 13F: 3 clusters Score -2.108707e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 201683 members 
Entering Unmasked Estep 
Score: -21095104.000000 Penalty: 6077.537109
	Iteration 14Q: 3 clusters Score -2.10951e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 206037 members 
Entering Unmasked Estep 
Score: -21099198.000000 Penalty: 6077.537109
	Iteration 15Q: 3 clusters Score -2.10992e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 207952 members 
Entering Unmasked Estep 
Score: -21100904.000000 Penalty: 6077.537109
	Iteration 16Q: 3 clusters Score -2.11009e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 208688 members 
Entering Unmasked Estep 
Score: -21101478.000000 Penalty: 6077.537109
	Iteration 17Q: 3 clusters Score -2.110148e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 208981 members 
Entering Unmasked Estep 
Score: -21101806.000000 Penalty: 6077.537109
	Iteration 18Q: 3 clusters Score -2.110181e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 209100 members 
Entering Unmasked Estep 
Score: -21101932.000000 Penalty: 6077.537109
	Iteration 19Q: 3 clusters Score -2.110193e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 209160 members 
Entering Unmasked Estep 
Score: -21102032.000000 Penalty: 6077.537109
	Iteration 20F: 3 clusters Score -2.110203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 209188 members 
Entering Unmasked Estep 
Score: -21102068.000000 Penalty: 6077.537109
	Iteration 21Q: 3 clusters Score -2.110207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 209198 members 
Entering Unmasked Estep 
Score: -21102080.000000 Penalty: 6077.537109
	Iteration 22Q: 3 clusters Score -2.110208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 209210 members 
Entering Unmasked Estep 
Score: -21102094.000000 Penalty: 6077.537109
	Iteration 23Q: 3 clusters Score -2.110209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 209218 members 
Entering Unmasked Estep 
Score: -21102096.000000 Penalty: 6077.537109
	Iteration 24Q: 3 clusters Score -2.11021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 209224 members 
Entering Unmasked Estep 
Score: -21102116.000000 Penalty: 6077.537109
	Iteration 25Q: 3 clusters Score -2.110212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 209226 members 
Entering Unmasked Estep 
Score: -21102132.000000 Penalty: 6077.537109
	Iteration 26Q: 3 clusters Score -2.110213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 209234 members 
Entering Unmasked Estep 
Score: -21102126.000000 Penalty: 6077.537109
	Iteration 27Q: 3 clusters Score -2.110213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 209235 members 
Entering Unmasked Estep 
Score: -21102134.000000 Penalty: 6077.537109
	Iteration 28Q: 3 clusters Score -2.110213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 209238 members 
Entering Unmasked Estep 
Score: -21102142.000000 Penalty: 6077.537109
	Iteration 29Q: 3 clusters Score -2.110214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 209239 members 
Entering Unmasked Estep 
Score: -21102142.000000 Penalty: 6077.537109
	Iteration 30Q: 3 clusters Score -2.110214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 209237 members 
Entering Unmasked Estep 
Score: -21102146.000000 Penalty: 6077.537109
	Iteration 31Q: 3 clusters Score -2.110215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 209236 members 
Entering Unmasked Estep 
Score: -21102144.000000 Penalty: 6077.537109
	Iteration 32Q: 3 clusters Score -2.110214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 209237 members 
Entering Unmasked Estep 
Score: -21102148.000000 Penalty: 6077.537109
	Iteration 33Q: 3 clusters Score -2.110215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 209238 members 
Entering Unmasked Estep 
Score: -21102154.000000 Penalty: 6077.537109
	Iteration 34Q: 3 clusters Score -2.110215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 209242 members 
Entering Unmasked Estep 
Score: -21102154.000000 Penalty: 6077.537109
	Iteration 35Q: 3 clusters Score -2.110215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 209247 members 
Entering Unmasked Estep 
Score: -21102178.000000 Penalty: 6077.537109
	Iteration 36Q: 3 clusters Score -2.110218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 209252 members 
Entering Unmasked Estep 
Score: -21102180.000000 Penalty: 6077.537109
	Iteration 37Q: 3 clusters Score -2.110218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 209253 members 
Entering Unmasked Estep 
Score: -21102170.000000 Penalty: 6077.537109
	Iteration 38Q: 3 clusters Score -2.110217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 209254 members 
Entering Unmasked Estep 
Score: -21102174.000000 Penalty: 6077.537109
	Iteration 39Q: 3 clusters Score -2.110217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 209254 members 
Entering Unmasked Estep 
Score: -21102174.000000 Penalty: 6077.537109
	Iteration 40F: 3 clusters Score -2.110217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Entering Unmasked Estep 
Score: -847937.875000 Penalty: 2242.249756
	Iteration 0F: 2 clusters Score -847937.9 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 4171 members 
Entering Unmasked Estep 
Score: -841273.000000 Penalty: 4484.499512
	Iteration 0F: 3 clusters Score -841273 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -843084.375000 Penalty: 4484.499512
	Iteration 1F: 3 clusters Score -843084.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -843356.812500 Penalty: 4484.499512
	Iteration 2F: 3 clusters Score -843356.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -843522.250000 Penalty: 4484.499512
	Iteration 3Q: 3 clusters Score -843522.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -843631.375000 Penalty: 4484.499512
	Iteration 4Q: 3 clusters Score -843631.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -843719.437500 Penalty: 4484.499512
	Iteration 5Q: 3 clusters Score -843719.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -843798.500000 Penalty: 4484.499512
	Iteration 6Q: 3 clusters Score -843798.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -843857.250000 Penalty: 4484.499512
	Iteration 7Q: 3 clusters Score -843857.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -843911.750000 Penalty: 4484.499512
	Iteration 8Q: 3 clusters Score -843911.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -843964.625000 Penalty: 4484.499512
	Iteration 9Q: 3 clusters Score -843964.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -844011.750000 Penalty: 4484.499512
	Iteration 10Q: 3 clusters Score -844011.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -844057.250000 Penalty: 4484.499512
	Iteration 11Q: 3 clusters Score -844057.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -844110.187500 Penalty: 4484.499512
	Iteration 12Q: 3 clusters Score -844110.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -844176.937500 Penalty: 4484.499512
	Iteration 13Q: 3 clusters Score -844176.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -844261.375000 Penalty: 4484.499512
	Iteration 14Q: 3 clusters Score -844261.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -844339.812500 Penalty: 4484.499512
	Iteration 15Q: 3 clusters Score -844339.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -844412.750000 Penalty: 4484.499512
	Iteration 16Q: 3 clusters Score -844412.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -844469.562500 Penalty: 4484.499512
	Iteration 17Q: 3 clusters Score -844469.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -844513.250000 Penalty: 4484.499512
	Iteration 18Q: 3 clusters Score -844513.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -844553.375000 Penalty: 4484.499512
	Iteration 19Q: 3 clusters Score -844553.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -844591.812500 Penalty: 4484.499512
	Iteration 20F: 3 clusters Score -844591.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -844619.750000 Penalty: 4484.499512
	Iteration 21Q: 3 clusters Score -844619.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -844644.312500 Penalty: 4484.499512
	Iteration 22Q: 3 clusters Score -844644.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -844659.625000 Penalty: 4484.499512
	Iteration 23Q: 3 clusters Score -844659.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -844676.750000 Penalty: 4484.499512
	Iteration 24Q: 3 clusters Score -844676.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -844694.312500 Penalty: 4484.499512
	Iteration 25Q: 3 clusters Score -844694.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -844711.500000 Penalty: 4484.499512
	Iteration 26Q: 3 clusters Score -844711.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -844723.125000 Penalty: 4484.499512
	Iteration 27Q: 3 clusters Score -844723.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -844736.000000 Penalty: 4484.499512
	Iteration 28Q: 3 clusters Score -844736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -844748.562500 Penalty: 4484.499512
	Iteration 29Q: 3 clusters Score -844748.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -844758.187500 Penalty: 4484.499512
	Iteration 30Q: 3 clusters Score -844758.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -844770.250000 Penalty: 4484.499512
	Iteration 31Q: 3 clusters Score -844770.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -844784.750000 Penalty: 4484.499512
	Iteration 32Q: 3 clusters Score -844784.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -844798.625000 Penalty: 4484.499512
	Iteration 33Q: 3 clusters Score -844798.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -844812.750000 Penalty: 4484.499512
	Iteration 34Q: 3 clusters Score -844812.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -844821.750000 Penalty: 4484.499512
	Iteration 35Q: 3 clusters Score -844821.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -844830.750000 Penalty: 4484.499512
	Iteration 36Q: 3 clusters Score -844830.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -844833.812500 Penalty: 4484.499512
	Iteration 37Q: 3 clusters Score -844833.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -844841.250000 Penalty: 4484.499512
	Iteration 38Q: 3 clusters Score -844841.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -844849.750000 Penalty: 4484.499512
	Iteration 39Q: 3 clusters Score -844849.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -844857.062500 Penalty: 4484.499512
	Iteration 40F: 3 clusters Score -844857.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -844864.250000 Penalty: 4484.499512
	Iteration 41Q: 3 clusters Score -844864.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -844875.250000 Penalty: 4484.499512
	Iteration 42Q: 3 clusters Score -844875.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -844890.500000 Penalty: 4484.499512
	Iteration 43Q: 3 clusters Score -844890.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -844901.875000 Penalty: 4484.499512
	Iteration 44Q: 3 clusters Score -844901.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -844920.562500 Penalty: 4484.499512
	Iteration 45Q: 3 clusters Score -844920.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -844935.875000 Penalty: 4484.499512
	Iteration 46Q: 3 clusters Score -844935.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -844948.875000 Penalty: 4484.499512
	Iteration 47Q: 3 clusters Score -844948.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -844961.312500 Penalty: 4484.499512
	Iteration 48Q: 3 clusters Score -844961.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -844972.312500 Penalty: 4484.499512
	Iteration 49Q: 3 clusters Score -844972.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -844997.500000 Penalty: 4484.499512
	Iteration 50Q: 3 clusters Score -844997.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -845019.437500 Penalty: 4484.499512
	Iteration 51Q: 3 clusters Score -845019.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -845055.875000 Penalty: 4484.499512
	Iteration 52Q: 3 clusters Score -845055.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -845102.500000 Penalty: 4484.499512
	Iteration 53Q: 3 clusters Score -845102.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -845156.312500 Penalty: 4484.499512
	Iteration 54Q: 3 clusters Score -845156.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -845212.250000 Penalty: 4484.499512
	Iteration 55Q: 3 clusters Score -845212.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -845270.375000 Penalty: 4484.499512
	Iteration 56Q: 3 clusters Score -845270.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -845350.000000 Penalty: 4484.499512
	Iteration 57Q: 3 clusters Score -845350 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -845418.062500 Penalty: 4484.499512
	Iteration 58Q: 3 clusters Score -845418.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -845477.062500 Penalty: 4484.499512
	Iteration 59Q: 3 clusters Score -845477.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -845554.125000 Penalty: 4484.499512
	Iteration 60F: 3 clusters Score -845554.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -845625.562500 Penalty: 4484.499512
	Iteration 61Q: 3 clusters Score -845625.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -845698.750000 Penalty: 4484.499512
	Iteration 62Q: 3 clusters Score -845698.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -845769.437500 Penalty: 4484.499512
	Iteration 63Q: 3 clusters Score -845769.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -845828.437500 Penalty: 4484.499512
	Iteration 64Q: 3 clusters Score -845828.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -845884.250000 Penalty: 4484.499512
	Iteration 65Q: 3 clusters Score -845884.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -845927.562500 Penalty: 4484.499512
	Iteration 66Q: 3 clusters Score -845927.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -845955.437500 Penalty: 4484.499512
	Iteration 67Q: 3 clusters Score -845955.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -845984.875000 Penalty: 4484.499512
	Iteration 68Q: 3 clusters Score -845984.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -846011.500000 Penalty: 4484.499512
	Iteration 69Q: 3 clusters Score -846011.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -846033.500000 Penalty: 4484.499512
	Iteration 70Q: 3 clusters Score -846033.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -846058.625000 Penalty: 4484.499512
	Iteration 71Q: 3 clusters Score -846058.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -846081.562500 Penalty: 4484.499512
	Iteration 72Q: 3 clusters Score -846081.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -846097.000000 Penalty: 4484.499512
	Iteration 73Q: 3 clusters Score -846097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -846112.062500 Penalty: 4484.499512
	Iteration 74Q: 3 clusters Score -846112.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -846125.062500 Penalty: 4484.499512
	Iteration 75Q: 3 clusters Score -846125.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -846132.937500 Penalty: 4484.499512
	Iteration 76Q: 3 clusters Score -846132.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -846144.375000 Penalty: 4484.499512
	Iteration 77Q: 3 clusters Score -846144.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -846154.937500 Penalty: 4484.499512
	Iteration 78Q: 3 clusters Score -846154.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -846163.875000 Penalty: 4484.499512
	Iteration 79Q: 3 clusters Score -846163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -846166.625000 Penalty: 4484.499512
	Iteration 80F: 3 clusters Score -846166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -846164.437500 Penalty: 4484.499512
	Iteration 81Q: 3 clusters Score -846164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -846165.437500 Penalty: 4484.499512
	Iteration 82Q: 3 clusters Score -846165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -846168.375000 Penalty: 4484.499512
	Iteration 83Q: 3 clusters Score -846168.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -846169.375000 Penalty: 4484.499512
	Iteration 84Q: 3 clusters Score -846169.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -846169.375000 Penalty: 4484.499512
	Iteration 85F: 3 clusters Score -846169.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Entering Unmasked Estep 
Score: -707583.000000 Penalty: 2206.354004
	Iteration 0F: 2 clusters Score -707583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -701597.812500 Penalty: 4412.708008
	Iteration 0F: 3 clusters Score -701597.8 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -703389.875000 Penalty: 4412.708008
	Iteration 1F: 3 clusters Score -703389.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -703776.812500 Penalty: 4412.708008
	Iteration 2F: 3 clusters Score -703776.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -704059.750000 Penalty: 4412.708008
	Iteration 3F: 3 clusters Score -704059.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -704266.062500 Penalty: 4412.708008
	Iteration 4Q: 3 clusters Score -704266.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -704459.375000 Penalty: 4412.708008
	Iteration 5Q: 3 clusters Score -704459.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -704628.062500 Penalty: 4412.708008
	Iteration 6Q: 3 clusters Score -704628.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -704755.625000 Penalty: 4412.708008
	Iteration 7Q: 3 clusters Score -704755.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -704887.312500 Penalty: 4412.708008
	Iteration 8Q: 3 clusters Score -704887.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -705036.687500 Penalty: 4412.708008
	Iteration 9Q: 3 clusters Score -705036.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -705206.500000 Penalty: 4412.708008
	Iteration 10Q: 3 clusters Score -705206.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -705389.250000 Penalty: 4412.708008
	Iteration 11Q: 3 clusters Score -705389.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -705606.562500 Penalty: 4412.708008
	Iteration 12Q: 3 clusters Score -705606.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -705843.500000 Penalty: 4412.708008
	Iteration 13Q: 3 clusters Score -705843.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -706039.750000 Penalty: 4412.708008
	Iteration 14Q: 3 clusters Score -706039.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -706198.187500 Penalty: 4412.708008
	Iteration 15Q: 3 clusters Score -706198.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -706285.312500 Penalty: 4412.708008
	Iteration 16Q: 3 clusters Score -706285.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -706333.687500 Penalty: 4412.708008
	Iteration 17Q: 3 clusters Score -706333.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -706365.625000 Penalty: 4412.708008
	Iteration 18Q: 3 clusters Score -706365.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -706391.312500 Penalty: 4412.708008
	Iteration 19Q: 3 clusters Score -706391.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -706405.937500 Penalty: 4412.708008
	Iteration 20F: 3 clusters Score -706405.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -706416.187500 Penalty: 4412.708008
	Iteration 21Q: 3 clusters Score -706416.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -706425.937500 Penalty: 4412.708008
	Iteration 22Q: 3 clusters Score -706425.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -706432.187500 Penalty: 4412.708008
	Iteration 23Q: 3 clusters Score -706432.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -706438.750000 Penalty: 4412.708008
	Iteration 24Q: 3 clusters Score -706438.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -706446.437500 Penalty: 4412.708008
	Iteration 25Q: 3 clusters Score -706446.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -706454.062500 Penalty: 4412.708008
	Iteration 26Q: 3 clusters Score -706454.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -706460.375000 Penalty: 4412.708008
	Iteration 27Q: 3 clusters Score -706460.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -706465.187500 Penalty: 4412.708008
	Iteration 28Q: 3 clusters Score -706465.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -706468.625000 Penalty: 4412.708008
	Iteration 29Q: 3 clusters Score -706468.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -706473.187500 Penalty: 4412.708008
	Iteration 30Q: 3 clusters Score -706473.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -706474.687500 Penalty: 4412.708008
	Iteration 31Q: 3 clusters Score -706474.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -706476.250000 Penalty: 4412.708008
	Iteration 32Q: 3 clusters Score -706476.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -706477.750000 Penalty: 4412.708008
	Iteration 33Q: 3 clusters Score -706477.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -706481.687500 Penalty: 4412.708008
	Iteration 34Q: 3 clusters Score -706481.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -706483.687500 Penalty: 4412.708008
	Iteration 35Q: 3 clusters Score -706483.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -706484.500000 Penalty: 4412.708008
	Iteration 36Q: 3 clusters Score -706484.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -706486.875000 Penalty: 4412.708008
	Iteration 37Q: 3 clusters Score -706486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -706485.937500 Penalty: 4412.708008
	Iteration 38Q: 3 clusters Score -706485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -706486.250000 Penalty: 4412.708008
	Iteration 39Q: 3 clusters Score -706486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -706488.062500 Penalty: 4412.708008
	Iteration 40F: 3 clusters Score -706488.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164431 members 
Entering Unmasked Estep 
Score: -16677744.000000 Penalty: 2978.541016
	Iteration 0F: 2 clusters Score -1.667774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82224 members 
Mstep: Class 2 contains 82207 members 
Entering Unmasked Estep 
Score: -16567307.000000 Penalty: 5957.082031
	Iteration 0F: 3 clusters Score -1.656731e+07 nChanged 78916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
Score: -16612795.000000 Penalty: 5957.082031
	Iteration 1F: 3 clusters Score -1.66128e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 82470 members 
Entering Unmasked Estep 
Score: -16613582.000000 Penalty: 5957.082031
	Iteration 2Q: 3 clusters Score -1.661358e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 82544 members 
Entering Unmasked Estep 
Score: -16614337.000000 Penalty: 5957.082031
	Iteration 3Q: 3 clusters Score -1.661434e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -16615211.000000 Penalty: 5957.082031
	Iteration 4Q: 3 clusters Score -1.661521e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81602 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -16616330.000000 Penalty: 5957.082031
	Iteration 5Q: 3 clusters Score -1.661633e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81401 members 
Mstep: Class 2 contains 83030 members 
Entering Unmasked Estep 
Score: -16617837.000000 Penalty: 5957.082031
	Iteration 6Q: 3 clusters Score -1.661784e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81169 members 
Mstep: Class 2 contains 83262 members 
Entering Unmasked Estep 
Score: -16619726.000000 Penalty: 5957.082031
	Iteration 7Q: 3 clusters Score -1.661973e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80880 members 
Mstep: Class 2 contains 83551 members 
Entering Unmasked Estep 
Score: -16622223.000000 Penalty: 5957.082031
	Iteration 8Q: 3 clusters Score -1.662222e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -16625757.000000 Penalty: 5957.082031
	Iteration 9Q: 3 clusters Score -1.662576e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80165 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -16630745.000000 Penalty: 5957.082031
	Iteration 10F: 3 clusters Score -1.663074e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79838 members 
Mstep: Class 2 contains 84593 members 
Entering Unmasked Estep 
Score: -16637328.000000 Penalty: 5957.082031
	Iteration 11F: 3 clusters Score -1.663733e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 85163 members 
Entering Unmasked Estep 
Score: -16643898.000000 Penalty: 5957.082031
	Iteration 12F: 3 clusters Score -1.66439e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 85941 members 
Entering Unmasked Estep 
Score: -16648048.000000 Penalty: 5957.082031
	Iteration 13F: 3 clusters Score -1.664805e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77712 members 
Mstep: Class 2 contains 86719 members 
Entering Unmasked Estep 
Score: -16649887.000000 Penalty: 5957.082031
	Iteration 14Q: 3 clusters Score -1.664989e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 87409 members 
Entering Unmasked Estep 
Score: -16650470.000000 Penalty: 5957.082031
	Iteration 15Q: 3 clusters Score -1.665047e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 88067 members 
Entering Unmasked Estep 
Score: -16650768.000000 Penalty: 5957.082031
	Iteration 16Q: 3 clusters Score -1.665077e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 88708 members 
Entering Unmasked Estep 
Score: -16650962.000000 Penalty: 5957.082031
	Iteration 17Q: 3 clusters Score -1.665096e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 89392 members 
Entering Unmasked Estep 
Score: -16651150.000000 Penalty: 5957.082031
	Iteration 18Q: 3 clusters Score -1.665115e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 90094 members 
Entering Unmasked Estep 
Score: -16651310.000000 Penalty: 5957.082031
	Iteration 19Q: 3 clusters Score -1.665131e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73550 members 
Mstep: Class 2 contains 90881 members 
Entering Unmasked Estep 
Score: -16651453.000000 Penalty: 5957.082031
	Iteration 20F: 3 clusters Score -1.665145e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 91688 members 
Entering Unmasked Estep 
Score: -16651648.000000 Penalty: 5957.082031
	Iteration 21Q: 3 clusters Score -1.665165e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 92532 members 
Entering Unmasked Estep 
Score: -16651837.000000 Penalty: 5957.082031
	Iteration 22Q: 3 clusters Score -1.665184e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70997 members 
Mstep: Class 2 contains 93434 members 
Entering Unmasked Estep 
Score: -16652052.000000 Penalty: 5957.082031
	Iteration 23Q: 3 clusters Score -1.665205e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70008 members 
Mstep: Class 2 contains 94423 members 
Entering Unmasked Estep 
Score: -16652314.000000 Penalty: 5957.082031
	Iteration 24Q: 3 clusters Score -1.665231e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -16652500.000000 Penalty: 5957.082031
	Iteration 25Q: 3 clusters Score -1.66525e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 96623 members 
Entering Unmasked Estep 
Score: -16652728.000000 Penalty: 5957.082031
	Iteration 26Q: 3 clusters Score -1.665273e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 97908 members 
Entering Unmasked Estep 
Score: -16653035.000000 Penalty: 5957.082031
	Iteration 27Q: 3 clusters Score -1.665304e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 99314 members 
Entering Unmasked Estep 
Score: -16653447.000000 Penalty: 5957.082031
	Iteration 28Q: 3 clusters Score -1.665345e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63649 members 
Mstep: Class 2 contains 100782 members 
Entering Unmasked Estep 
Score: -16653799.000000 Penalty: 5957.082031
	Iteration 29Q: 3 clusters Score -1.66538e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62041 members 
Mstep: Class 2 contains 102390 members 
Entering Unmasked Estep 
Score: -16654182.000000 Penalty: 5957.082031
	Iteration 30Q: 3 clusters Score -1.665418e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60260 members 
Mstep: Class 2 contains 104171 members 
Entering Unmasked Estep 
Score: -16654585.000000 Penalty: 5957.082031
	Iteration 31Q: 3 clusters Score -1.665458e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 106059 members 
Entering Unmasked Estep 
Score: -16655152.000000 Penalty: 5957.082031
	Iteration 32Q: 3 clusters Score -1.665515e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 108098 members 
Entering Unmasked Estep 
Score: -16655648.000000 Penalty: 5957.082031
	Iteration 33Q: 3 clusters Score -1.665565e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 110173 members 
Entering Unmasked Estep 
Score: -16656225.000000 Penalty: 5957.082031
	Iteration 34Q: 3 clusters Score -1.665622e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 112385 members 
Entering Unmasked Estep 
Score: -16656777.000000 Penalty: 5957.082031
	Iteration 35Q: 3 clusters Score -1.665678e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 114693 members 
Entering Unmasked Estep 
Score: -16657509.000000 Penalty: 5957.082031
	Iteration 36Q: 3 clusters Score -1.665751e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 117173 members 
Entering Unmasked Estep 
Score: -16658048.000000 Penalty: 5957.082031
	Iteration 37Q: 3 clusters Score -1.665805e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 119762 members 
Entering Unmasked Estep 
Score: -16658679.000000 Penalty: 5957.082031
	Iteration 38Q: 3 clusters Score -1.665868e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 122503 members 
Entering Unmasked Estep 
Score: -16659583.000000 Penalty: 5957.082031
	Iteration 39Q: 3 clusters Score -1.665958e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 125319 members 
Entering Unmasked Estep 
Score: -16660519.000000 Penalty: 5957.082031
	Iteration 40F: 3 clusters Score -1.666052e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 128243 members 
Entering Unmasked Estep 
Score: -16661608.000000 Penalty: 5957.082031
	Iteration 41Q: 3 clusters Score -1.666161e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 131232 members 
Entering Unmasked Estep 
Score: -16662701.000000 Penalty: 5957.082031
	Iteration 42Q: 3 clusters Score -1.66627e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 134350 members 
Entering Unmasked Estep 
Score: -16664152.000000 Penalty: 5957.082031
	Iteration 43Q: 3 clusters Score -1.666415e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 137483 members 
Entering Unmasked Estep 
Score: -16665352.000000 Penalty: 5957.082031
	Iteration 44Q: 3 clusters Score -1.666535e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 140547 members 
Entering Unmasked Estep 
Score: -16666738.000000 Penalty: 5957.082031
	Iteration 45Q: 3 clusters Score -1.666674e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 143516 members 
Entering Unmasked Estep 
Score: -16668207.000000 Penalty: 5957.082031
	Iteration 46Q: 3 clusters Score -1.666821e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 146341 members 
Entering Unmasked Estep 
Score: -16669493.000000 Penalty: 5957.082031
	Iteration 47Q: 3 clusters Score -1.666949e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 148932 members 
Entering Unmasked Estep 
Score: -16670743.000000 Penalty: 5957.082031
	Iteration 48Q: 3 clusters Score -1.667074e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 151214 members 
Entering Unmasked Estep 
Score: -16671849.000000 Penalty: 5957.082031
	Iteration 49Q: 3 clusters Score -1.667185e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 153173 members 
Entering Unmasked Estep 
Score: -16672717.000000 Penalty: 5957.082031
	Iteration 50Q: 3 clusters Score -1.667272e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 154856 members 
Entering Unmasked Estep 
Score: -16673652.000000 Penalty: 5957.082031
	Iteration 51Q: 3 clusters Score -1.667365e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 156245 members 
Entering Unmasked Estep 
Score: -16674363.000000 Penalty: 5957.082031
	Iteration 52Q: 3 clusters Score -1.667436e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 157315 members 
Entering Unmasked Estep 
Score: -16674883.000000 Penalty: 5957.082031
	Iteration 53Q: 3 clusters Score -1.667488e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 158188 members 
Entering Unmasked Estep 
Score: -16675246.000000 Penalty: 5957.082031
	Iteration 54Q: 3 clusters Score -1.667525e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 158855 members 
Entering Unmasked Estep 
Score: -16675552.000000 Penalty: 5957.082031
	Iteration 55Q: 3 clusters Score -1.667555e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 159354 members 
Entering Unmasked Estep 
Score: -16675753.000000 Penalty: 5957.082031
	Iteration 56Q: 3 clusters Score -1.667575e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 159731 members 
Entering Unmasked Estep 
Score: -16675859.000000 Penalty: 5957.082031
	Iteration 57Q: 3 clusters Score -1.667586e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 160029 members 
Entering Unmasked Estep 
Score: -16675907.000000 Penalty: 5957.082031
	Iteration 58Q: 3 clusters Score -1.667591e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 160244 members 
Entering Unmasked Estep 
Score: -16675998.000000 Penalty: 5957.082031
	Iteration 59Q: 3 clusters Score -1.6676e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 160431 members 
Entering Unmasked Estep 
Score: -16676048.000000 Penalty: 5957.082031
	Iteration 60F: 3 clusters Score -1.667605e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 160586 members 
Entering Unmasked Estep 
Score: -16676115.000000 Penalty: 5957.082031
	Iteration 61Q: 3 clusters Score -1.667612e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 160694 members 
Entering Unmasked Estep 
Score: -16676133.000000 Penalty: 5957.082031
	Iteration 62Q: 3 clusters Score -1.667613e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 160790 members 
Entering Unmasked Estep 
Score: -16676146.000000 Penalty: 5957.082031
	Iteration 63Q: 3 clusters Score -1.667615e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 160862 members 
Entering Unmasked Estep 
Score: -16676127.000000 Penalty: 5957.082031
	Iteration 64Q: 3 clusters Score -1.667613e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 160925 members 
Entering Unmasked Estep 
Score: -16676135.000000 Penalty: 5957.082031
	Iteration 65Q: 3 clusters Score -1.667614e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 160979 members 
Entering Unmasked Estep 
Score: -16676149.000000 Penalty: 5957.082031
	Iteration 66Q: 3 clusters Score -1.667615e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 161018 members 
Entering Unmasked Estep 
Score: -16676169.000000 Penalty: 5957.082031
	Iteration 67Q: 3 clusters Score -1.667617e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 161050 members 
Entering Unmasked Estep 
Score: -16676150.000000 Penalty: 5957.082031
	Iteration 68Q: 3 clusters Score -1.667615e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 161075 members 
Entering Unmasked Estep 
Score: -16676153.000000 Penalty: 5957.082031
	Iteration 69Q: 3 clusters Score -1.667615e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 161089 members 
Entering Unmasked Estep 
Score: -16676153.000000 Penalty: 5957.082031
	Iteration 70Q: 3 clusters Score -1.667615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 161108 members 
Entering Unmasked Estep 
Score: -16676149.000000 Penalty: 5957.082031
	Iteration 71Q: 3 clusters Score -1.667615e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 161130 members 
Entering Unmasked Estep 
Score: -16676148.000000 Penalty: 5957.082031
	Iteration 72Q: 3 clusters Score -1.667615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 161148 members 
Entering Unmasked Estep 
Score: -16676160.000000 Penalty: 5957.082031
	Iteration 73Q: 3 clusters Score -1.667616e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 161170 members 
Entering Unmasked Estep 
Score: -16676160.000000 Penalty: 5957.082031
	Iteration 74Q: 3 clusters Score -1.667616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 161189 members 
Entering Unmasked Estep 
Score: -16676157.000000 Penalty: 5957.082031
	Iteration 75Q: 3 clusters Score -1.667616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 161204 members 
Entering Unmasked Estep 
Score: -16676170.000000 Penalty: 5957.082031
	Iteration 76Q: 3 clusters Score -1.667617e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 161225 members 
Entering Unmasked Estep 
Score: -16676176.000000 Penalty: 5957.082031
	Iteration 77Q: 3 clusters Score -1.667618e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 161242 members 
Entering Unmasked Estep 
Score: -16676168.000000 Penalty: 5957.082031
	Iteration 78Q: 3 clusters Score -1.667617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 161254 members 
Entering Unmasked Estep 
Score: -16676166.000000 Penalty: 5957.082031
	Iteration 79Q: 3 clusters Score -1.667617e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 161273 members 
Entering Unmasked Estep 
Score: -16676163.000000 Penalty: 5957.082031
	Iteration 80F: 3 clusters Score -1.667616e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 161284 members 
Entering Unmasked Estep 
Score: -16676165.000000 Penalty: 5957.082031
	Iteration 81Q: 3 clusters Score -1.667616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 161289 members 
Entering Unmasked Estep 
Score: -16676168.000000 Penalty: 5957.082031
	Iteration 82Q: 3 clusters Score -1.667617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 161288 members 
Entering Unmasked Estep 
Score: -16676170.000000 Penalty: 5957.082031
	Iteration 83Q: 3 clusters Score -1.667617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 161288 members 
Entering Unmasked Estep 
Score: -16676178.000000 Penalty: 5957.082031
	Iteration 84Q: 3 clusters Score -1.667618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 161291 members 
Entering Unmasked Estep 
Score: -16676166.000000 Penalty: 5957.082031
	Iteration 85Q: 3 clusters Score -1.667617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 161295 members 
Entering Unmasked Estep 
Score: -16676171.000000 Penalty: 5957.082031
	Iteration 86Q: 3 clusters Score -1.667617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 161301 members 
Entering Unmasked Estep 
Score: -16676197.000000 Penalty: 5957.082031
	Iteration 87Q: 3 clusters Score -1.66762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 161311 members 
Entering Unmasked Estep 
Score: -16676205.000000 Penalty: 5957.082031
	Iteration 88Q: 3 clusters Score -1.66762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 161317 members 
Entering Unmasked Estep 
Score: -16676197.000000 Penalty: 5957.082031
	Iteration 89Q: 3 clusters Score -1.66762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 161322 members 
Entering Unmasked Estep 
Score: -16676202.000000 Penalty: 5957.082031
	Iteration 90Q: 3 clusters Score -1.66762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 161328 members 
Entering Unmasked Estep 
Score: -16676207.000000 Penalty: 5957.082031
	Iteration 91Q: 3 clusters Score -1.667621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 161335 members 
Entering Unmasked Estep 
Score: -16676210.000000 Penalty: 5957.082031
	Iteration 92Q: 3 clusters Score -1.667621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 161340 members 
Entering Unmasked Estep 
Score: -16676204.000000 Penalty: 5957.082031
	Iteration 93Q: 3 clusters Score -1.66762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 161344 members 
Entering Unmasked Estep 
Score: -16676206.000000 Penalty: 5957.082031
	Iteration 94Q: 3 clusters Score -1.667621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 161347 members 
Entering Unmasked Estep 
Score: -16676201.000000 Penalty: 5957.082031
	Iteration 95Q: 3 clusters Score -1.66762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 161350 members 
Entering Unmasked Estep 
Score: -16676209.000000 Penalty: 5957.082031
	Iteration 96Q: 3 clusters Score -1.667621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 161355 members 
Entering Unmasked Estep 
Score: -16676206.000000 Penalty: 5957.082031
	Iteration 97Q: 3 clusters Score -1.667621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 161357 members 
Entering Unmasked Estep 
Score: -16676212.000000 Penalty: 5957.082031
	Iteration 98Q: 3 clusters Score -1.667621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 161360 members 
Entering Unmasked Estep 
Score: -16676205.000000 Penalty: 5957.082031
	Iteration 99Q: 3 clusters Score -1.66762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 161359 members 
Entering Unmasked Estep 
Score: -16676201.000000 Penalty: 5957.082031
	Iteration 100F: 3 clusters Score -1.66762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 161360 members 
Entering Unmasked Estep 
Score: -16676195.000000 Penalty: 5957.082031
	Iteration 101Q: 3 clusters Score -1.66762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 161361 members 
Entering Unmasked Estep 
Score: -16676198.000000 Penalty: 5957.082031
	Iteration 102Q: 3 clusters Score -1.66762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 161362 members 
Entering Unmasked Estep 
Score: -16676200.000000 Penalty: 5957.082031
	Iteration 103Q: 3 clusters Score -1.66762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 161363 members 
Entering Unmasked Estep 
Score: -16676201.000000 Penalty: 5957.082031
	Iteration 104Q: 3 clusters Score -1.66762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 161365 members 
Entering Unmasked Estep 
Score: -16676190.000000 Penalty: 5957.082031
	Iteration 105Q: 3 clusters Score -1.667619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 161365 members 
Entering Unmasked Estep 
Score: -16676190.000000 Penalty: 5957.082031
	Iteration 106F: 3 clusters Score -1.667619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Entering Unmasked Estep 
Score: -2501748.000000 Penalty: 2504.942383
	Iteration 0F: 2 clusters Score -2501748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2484758.000000 Penalty: 5009.884766
	Iteration 0F: 3 clusters Score -2484758 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2490883.750000 Penalty: 5009.884766
	Iteration 1F: 3 clusters Score -2490884 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2491483.250000 Penalty: 5009.884766
	Iteration 2F: 3 clusters Score -2491483 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2492108.250000 Penalty: 5009.884766
	Iteration 3F: 3 clusters Score -2492108 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2492960.250000 Penalty: 5009.884766
	Iteration 4F: 3 clusters Score -2492960 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2494177.750000 Penalty: 5009.884766
	Iteration 5F: 3 clusters Score -2494178 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2495768.500000 Penalty: 5009.884766
	Iteration 6F: 3 clusters Score -2495768 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2497397.000000 Penalty: 5009.884766
	Iteration 7F: 3 clusters Score -2497397 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2498580.750000 Penalty: 5009.884766
	Iteration 8Q: 3 clusters Score -2498581 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -2499091.250000 Penalty: 5009.884766
	Iteration 9Q: 3 clusters Score -2499091 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -2499325.750000 Penalty: 5009.884766
	Iteration 10Q: 3 clusters Score -2499326 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2499470.500000 Penalty: 5009.884766
	Iteration 11Q: 3 clusters Score -2499470 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2499539.500000 Penalty: 5009.884766
	Iteration 12Q: 3 clusters Score -2499540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -2499572.500000 Penalty: 5009.884766
	Iteration 13Q: 3 clusters Score -2499572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -2499596.750000 Penalty: 5009.884766
	Iteration 14Q: 3 clusters Score -2499597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2499615.750000 Penalty: 5009.884766
	Iteration 15Q: 3 clusters Score -2499616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -2499627.000000 Penalty: 5009.884766
	Iteration 16Q: 3 clusters Score -2499627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2499630.000000 Penalty: 5009.884766
	Iteration 17Q: 3 clusters Score -2499630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -2499637.250000 Penalty: 5009.884766
	Iteration 18Q: 3 clusters Score -2499637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2499640.750000 Penalty: 5009.884766
	Iteration 19Q: 3 clusters Score -2499641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2499641.250000 Penalty: 5009.884766
	Iteration 20F: 3 clusters Score -2499641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2499642.000000 Penalty: 5009.884766
	Iteration 21Q: 3 clusters Score -2499642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -2499644.250000 Penalty: 5009.884766
	Iteration 22Q: 3 clusters Score -2499644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -2499644.250000 Penalty: 5009.884766
	Iteration 23F: 3 clusters Score -2499644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (231682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231682 members 
Entering Unmasked Estep 
Score: -23313692.000000 Penalty: 3063.573975
	Iteration 0F: 2 clusters Score -2.331369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115755 members 
Mstep: Class 2 contains 115927 members 
Entering Unmasked Estep 
Score: -23161128.000000 Penalty: 6127.147949
	Iteration 0F: 3 clusters Score -2.316113e+07 nChanged 111996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112321 members 
Mstep: Class 2 contains 119361 members 
Entering Unmasked Estep 
Score: -23227458.000000 Penalty: 6127.147949
	Iteration 1F: 3 clusters Score -2.322746e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110124 members 
Mstep: Class 2 contains 121558 members 
Entering Unmasked Estep 
Score: -23228752.000000 Penalty: 6127.147949
	Iteration 2Q: 3 clusters Score -2.322875e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106756 members 
Mstep: Class 2 contains 124926 members 
Entering Unmasked Estep 
Score: -23230584.000000 Penalty: 6127.147949
	Iteration 3Q: 3 clusters Score -2.323058e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101541 members 
Mstep: Class 2 contains 130141 members 
Entering Unmasked Estep 
Score: -23232756.000000 Penalty: 6127.147949
	Iteration 4Q: 3 clusters Score -2.323276e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93696 members 
Mstep: Class 2 contains 137986 members 
Entering Unmasked Estep 
Score: -23236734.000000 Penalty: 6127.147949
	Iteration 5Q: 3 clusters Score -2.323673e+07 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82318 members 
Mstep: Class 2 contains 149364 members 
Entering Unmasked Estep 
Score: -23243882.000000 Penalty: 6127.147949
	Iteration 6F: 3 clusters Score -2.324388e+07 nChanged 16269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 2 contains 164733 members 
Entering Unmasked Estep 
Score: -23255132.000000 Penalty: 6127.147949
	Iteration 7F: 3 clusters Score -2.325513e+07 nChanged 18122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 182399 members 
Entering Unmasked Estep 
Score: -23270060.000000 Penalty: 6127.147949
	Iteration 8F: 3 clusters Score -2.327006e+07 nChanged 16861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 199110 members 
Entering Unmasked Estep 
Score: -23284730.000000 Penalty: 6127.147949
	Iteration 9F: 3 clusters Score -2.328473e+07 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 211808 members 
Entering Unmasked Estep 
Score: -23296218.000000 Penalty: 6127.147949
	Iteration 10F: 3 clusters Score -2.329622e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 219811 members 
Entering Unmasked Estep 
Score: -23303204.000000 Penalty: 6127.147949
	Iteration 11Q: 3 clusters Score -2.33032e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 224313 members 
Entering Unmasked Estep 
Score: -23306902.000000 Penalty: 6127.147949
	Iteration 12Q: 3 clusters Score -2.33069e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 226737 members 
Entering Unmasked Estep 
Score: -23308850.000000 Penalty: 6127.147949
	Iteration 13Q: 3 clusters Score -2.330885e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 228133 members 
Entering Unmasked Estep 
Score: -23309998.000000 Penalty: 6127.147949
	Iteration 14Q: 3 clusters Score -2.331e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 228906 members 
Entering Unmasked Estep 
Score: -23310686.000000 Penalty: 6127.147949
	Iteration 15Q: 3 clusters Score -2.331069e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 229344 members 
Entering Unmasked Estep 
Score: -23311070.000000 Penalty: 6127.147949
	Iteration 16Q: 3 clusters Score -2.331107e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 229566 members 
Entering Unmasked Estep 
Score: -23311226.000000 Penalty: 6127.147949
	Iteration 17Q: 3 clusters Score -2.331123e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 229727 members 
Entering Unmasked Estep 
Score: -23311418.000000 Penalty: 6127.147949
	Iteration 18Q: 3 clusters Score -2.331142e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 229833 members 
Entering Unmasked Estep 
Score: -23311530.000000 Penalty: 6127.147949
	Iteration 19Q: 3 clusters Score -2.331153e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 229893 members 
Entering Unmasked Estep 
Score: -23311598.000000 Penalty: 6127.147949
	Iteration 20F: 3 clusters Score -2.33116e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 229939 members 
Entering Unmasked Estep 
Score: -23311596.000000 Penalty: 6127.147949
	Iteration 21Q: 3 clusters Score -2.33116e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 229969 members 
Entering Unmasked Estep 
Score: -23311658.000000 Penalty: 6127.147949
	Iteration 22Q: 3 clusters Score -2.331166e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 229992 members 
Entering Unmasked Estep 
Score: -23311668.000000 Penalty: 6127.147949
	Iteration 23Q: 3 clusters Score -2.331167e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 230015 members 
Entering Unmasked Estep 
Score: -23311664.000000 Penalty: 6127.147949
	Iteration 24Q: 3 clusters Score -2.331166e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 230025 members 
Entering Unmasked Estep 
Score: -23311678.000000 Penalty: 6127.147949
	Iteration 25Q: 3 clusters Score -2.331168e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 230025 members 
Entering Unmasked Estep 
Score: -23311688.000000 Penalty: 6127.147949
	Iteration 26Q: 3 clusters Score -2.331169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 230030 members 
Entering Unmasked Estep 
Score: -23311694.000000 Penalty: 6127.147949
	Iteration 27Q: 3 clusters Score -2.331169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 230033 members 
Entering Unmasked Estep 
Score: -23311698.000000 Penalty: 6127.147949
	Iteration 28Q: 3 clusters Score -2.33117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 230037 members 
Entering Unmasked Estep 
Score: -23311698.000000 Penalty: 6127.147949
	Iteration 29Q: 3 clusters Score -2.33117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 230042 members 
Entering Unmasked Estep 
Score: -23311690.000000 Penalty: 6127.147949
	Iteration 30Q: 3 clusters Score -2.331169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 230046 members 
Entering Unmasked Estep 
Score: -23311688.000000 Penalty: 6127.147949
	Iteration 31Q: 3 clusters Score -2.331169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 230048 members 
Entering Unmasked Estep 
Score: -23311692.000000 Penalty: 6127.147949
	Iteration 32Q: 3 clusters Score -2.331169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 230048 members 
Entering Unmasked Estep 
Score: -23311698.000000 Penalty: 6127.147949
	Iteration 33Q: 3 clusters Score -2.33117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 230051 members 
Entering Unmasked Estep 
Score: -23311702.000000 Penalty: 6127.147949
	Iteration 34Q: 3 clusters Score -2.33117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 230052 members 
Entering Unmasked Estep 
Score: -23311700.000000 Penalty: 6127.147949
	Iteration 35Q: 3 clusters Score -2.33117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 230055 members 
Entering Unmasked Estep 
Score: -23311718.000000 Penalty: 6127.147949
	Iteration 36Q: 3 clusters Score -2.331172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 230054 members 
Entering Unmasked Estep 
Score: -23311718.000000 Penalty: 6127.147949
	Iteration 37Q: 3 clusters Score -2.331172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 230055 members 
Entering Unmasked Estep 
Score: -23311716.000000 Penalty: 6127.147949
	Iteration 38Q: 3 clusters Score -2.331172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 230053 members 
Entering Unmasked Estep 
Score: -23311714.000000 Penalty: 6127.147949
	Iteration 39Q: 3 clusters Score -2.331171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 230053 members 
Entering Unmasked Estep 
Score: -23311708.000000 Penalty: 6127.147949
	Iteration 40F: 3 clusters Score -2.331171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 230053 members 
Entering Unmasked Estep 
Score: -23311702.000000 Penalty: 6127.147949
	Iteration 41Q: 3 clusters Score -2.33117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 230057 members 
Entering Unmasked Estep 
Score: -23311718.000000 Penalty: 6127.147949
	Iteration 42Q: 3 clusters Score -2.331172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 230057 members 
Entering Unmasked Estep 
Score: -23311718.000000 Penalty: 6127.147949
	Iteration 43F: 3 clusters Score -2.331172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Entering Unmasked Estep 
Score: -1728554.625000 Penalty: 2413.724121
	Iteration 0F: 2 clusters Score -1728555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1716505.500000 Penalty: 4827.448242
	Iteration 0F: 3 clusters Score -1716506 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1720437.750000 Penalty: 4827.448242
	Iteration 1F: 3 clusters Score -1720438 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1720769.750000 Penalty: 4827.448242
	Iteration 2F: 3 clusters Score -1720770 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1721069.250000 Penalty: 4827.448242
	Iteration 3Q: 3 clusters Score -1721069 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1721379.375000 Penalty: 4827.448242
	Iteration 4Q: 3 clusters Score -1721379 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1721747.375000 Penalty: 4827.448242
	Iteration 5Q: 3 clusters Score -1721747 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1722258.125000 Penalty: 4827.448242
	Iteration 6F: 3 clusters Score -1722258 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1722925.625000 Penalty: 4827.448242
	Iteration 7F: 3 clusters Score -1722926 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1723785.500000 Penalty: 4827.448242
	Iteration 8F: 3 clusters Score -1723786 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1724671.375000 Penalty: 4827.448242
	Iteration 9F: 3 clusters Score -1724671 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1725406.625000 Penalty: 4827.448242
	Iteration 10Q: 3 clusters Score -1725407 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1725888.625000 Penalty: 4827.448242
	Iteration 11Q: 3 clusters Score -1725889 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1726150.500000 Penalty: 4827.448242
	Iteration 12Q: 3 clusters Score -1726150 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1726293.875000 Penalty: 4827.448242
	Iteration 13Q: 3 clusters Score -1726294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1726376.875000 Penalty: 4827.448242
	Iteration 14Q: 3 clusters Score -1726377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1726410.250000 Penalty: 4827.448242
	Iteration 15Q: 3 clusters Score -1726410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1726434.875000 Penalty: 4827.448242
	Iteration 16Q: 3 clusters Score -1726435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1726447.375000 Penalty: 4827.448242
	Iteration 17Q: 3 clusters Score -1726447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1726460.750000 Penalty: 4827.448242
	Iteration 18Q: 3 clusters Score -1726461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -1726463.625000 Penalty: 4827.448242
	Iteration 19Q: 3 clusters Score -1726464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1726466.750000 Penalty: 4827.448242
	Iteration 20F: 3 clusters Score -1726467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1726470.625000 Penalty: 4827.448242
	Iteration 21Q: 3 clusters Score -1726471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1726470.625000 Penalty: 4827.448242
	Iteration 22F: 3 clusters Score -1726471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Entering Unmasked Estep 
Score: -2454544.750000 Penalty: 2510.808594
	Iteration 0F: 2 clusters Score -2454545 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 12416 members 
Entering Unmasked Estep 
Score: -2437250.250000 Penalty: 5021.617188
	Iteration 0F: 3 clusters Score -2437250 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2443208.250000 Penalty: 5021.617188
	Iteration 1F: 3 clusters Score -2443208 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2443699.000000 Penalty: 5021.617188
	Iteration 2F: 3 clusters Score -2443699 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2444310.500000 Penalty: 5021.617188
	Iteration 3Q: 3 clusters Score -2444310 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2445009.250000 Penalty: 5021.617188
	Iteration 4Q: 3 clusters Score -2445009 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2445925.500000 Penalty: 5021.617188
	Iteration 5F: 3 clusters Score -2445926 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2447026.500000 Penalty: 5021.617188
	Iteration 6F: 3 clusters Score -2447026 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2448204.000000 Penalty: 5021.617188
	Iteration 7F: 3 clusters Score -2448204 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2449306.000000 Penalty: 5021.617188
	Iteration 8F: 3 clusters Score -2449306 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2450195.750000 Penalty: 5021.617188
	Iteration 9F: 3 clusters Score -2450196 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2450935.250000 Penalty: 5021.617188
	Iteration 10Q: 3 clusters Score -2450935 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2451606.250000 Penalty: 5021.617188
	Iteration 11Q: 3 clusters Score -2451606 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2452335.750000 Penalty: 5021.617188
	Iteration 12Q: 3 clusters Score -2452336 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2453035.000000 Penalty: 5021.617188
	Iteration 13Q: 3 clusters Score -2453035 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2453459.000000 Penalty: 5021.617188
	Iteration 14Q: 3 clusters Score -2453459 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2453734.250000 Penalty: 5021.617188
	Iteration 15Q: 3 clusters Score -2453734 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2453897.500000 Penalty: 5021.617188
	Iteration 16Q: 3 clusters Score -2453898 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2453994.250000 Penalty: 5021.617188
	Iteration 17Q: 3 clusters Score -2453994 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2454066.500000 Penalty: 5021.617188
	Iteration 18Q: 3 clusters Score -2454066 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2454113.500000 Penalty: 5021.617188
	Iteration 19Q: 3 clusters Score -2454114 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2454145.250000 Penalty: 5021.617188
	Iteration 20F: 3 clusters Score -2454145 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2454164.000000 Penalty: 5021.617188
	Iteration 21Q: 3 clusters Score -2454164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2454179.250000 Penalty: 5021.617188
	Iteration 22Q: 3 clusters Score -2454179 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2454188.000000 Penalty: 5021.617188
	Iteration 23Q: 3 clusters Score -2454188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2454206.000000 Penalty: 5021.617188
	Iteration 24Q: 3 clusters Score -2454206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2454217.000000 Penalty: 5021.617188
	Iteration 25Q: 3 clusters Score -2454217 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2454222.750000 Penalty: 5021.617188
	Iteration 26Q: 3 clusters Score -2454223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2454233.000000 Penalty: 5021.617188
	Iteration 27Q: 3 clusters Score -2454233 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2454233.500000 Penalty: 5021.617188
	Iteration 28Q: 3 clusters Score -2454234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2454245.500000 Penalty: 5021.617188
	Iteration 29Q: 3 clusters Score -2454246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2454248.250000 Penalty: 5021.617188
	Iteration 30Q: 3 clusters Score -2454248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2454248.250000 Penalty: 5021.617188
	Iteration 31Q: 3 clusters Score -2454248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2454259.500000 Penalty: 5021.617188
	Iteration 32Q: 3 clusters Score -2454260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2454267.000000 Penalty: 5021.617188
	Iteration 33Q: 3 clusters Score -2454267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2454266.500000 Penalty: 5021.617188
	Iteration 34Q: 3 clusters Score -2454266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2454266.750000 Penalty: 5021.617188
	Iteration 35Q: 3 clusters Score -2454267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2454269.750000 Penalty: 5021.617188
	Iteration 36Q: 3 clusters Score -2454270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2454272.000000 Penalty: 5021.617188
	Iteration 37Q: 3 clusters Score -2454272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2454275.000000 Penalty: 5021.617188
	Iteration 38Q: 3 clusters Score -2454275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2454283.250000 Penalty: 5021.617188
	Iteration 39Q: 3 clusters Score -2454283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2454285.750000 Penalty: 5021.617188
	Iteration 40F: 3 clusters Score -2454286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2454282.500000 Penalty: 5021.617188
	Iteration 41Q: 3 clusters Score -2454282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2454283.000000 Penalty: 5021.617188
	Iteration 42Q: 3 clusters Score -2454283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2454280.750000 Penalty: 5021.617188
	Iteration 43Q: 3 clusters Score -2454281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2454281.750000 Penalty: 5021.617188
	Iteration 44Q: 3 clusters Score -2454282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2454285.250000 Penalty: 5021.617188
	Iteration 45Q: 3 clusters Score -2454285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2454288.500000 Penalty: 5021.617188
	Iteration 46Q: 3 clusters Score -2454288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2454287.500000 Penalty: 5021.617188
	Iteration 47Q: 3 clusters Score -2454288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2454289.500000 Penalty: 5021.617188
	Iteration 48Q: 3 clusters Score -2454290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2454291.250000 Penalty: 5021.617188
	Iteration 49Q: 3 clusters Score -2454291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2454291.000000 Penalty: 5021.617188
	Iteration 50Q: 3 clusters Score -2454291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2454291.000000 Penalty: 5021.617188
	Iteration 51F: 3 clusters Score -2454291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Entering Unmasked Estep 
Score: -760749.312500 Penalty: 2212.289551
	Iteration 0F: 2 clusters Score -760749.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -754734.062500 Penalty: 4424.579102
	Iteration 0F: 3 clusters Score -754734.1 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -756385.937500 Penalty: 4424.579102
	Iteration 1F: 3 clusters Score -756385.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -756633.937500 Penalty: 4424.579102
	Iteration 2F: 3 clusters Score -756633.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -756788.125000 Penalty: 4424.579102
	Iteration 3Q: 3 clusters Score -756788.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -756910.562500 Penalty: 4424.579102
	Iteration 4Q: 3 clusters Score -756910.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -757025.562500 Penalty: 4424.579102
	Iteration 5Q: 3 clusters Score -757025.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -757152.437500 Penalty: 4424.579102
	Iteration 6Q: 3 clusters Score -757152.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -757279.625000 Penalty: 4424.579102
	Iteration 7Q: 3 clusters Score -757279.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -757418.375000 Penalty: 4424.579102
	Iteration 8Q: 3 clusters Score -757418.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -757570.000000 Penalty: 4424.579102
	Iteration 9Q: 3 clusters Score -757570 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -757722.687500 Penalty: 4424.579102
	Iteration 10Q: 3 clusters Score -757722.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -757888.812500 Penalty: 4424.579102
	Iteration 11Q: 3 clusters Score -757888.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -758084.375000 Penalty: 4424.579102
	Iteration 12Q: 3 clusters Score -758084.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -758247.500000 Penalty: 4424.579102
	Iteration 13Q: 3 clusters Score -758247.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -758387.125000 Penalty: 4424.579102
	Iteration 14Q: 3 clusters Score -758387.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -758509.750000 Penalty: 4424.579102
	Iteration 15Q: 3 clusters Score -758509.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -758605.375000 Penalty: 4424.579102
	Iteration 16Q: 3 clusters Score -758605.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -758667.062500 Penalty: 4424.579102
	Iteration 17Q: 3 clusters Score -758667.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -758707.187500 Penalty: 4424.579102
	Iteration 18Q: 3 clusters Score -758707.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -758735.000000 Penalty: 4424.579102
	Iteration 19Q: 3 clusters Score -758735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -758749.375000 Penalty: 4424.579102
	Iteration 20F: 3 clusters Score -758749.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -758764.125000 Penalty: 4424.579102
	Iteration 21Q: 3 clusters Score -758764.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -758776.000000 Penalty: 4424.579102
	Iteration 22Q: 3 clusters Score -758776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -758787.187500 Penalty: 4424.579102
	Iteration 23Q: 3 clusters Score -758787.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -758799.625000 Penalty: 4424.579102
	Iteration 24Q: 3 clusters Score -758799.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -758808.125000 Penalty: 4424.579102
	Iteration 25Q: 3 clusters Score -758808.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -758811.625000 Penalty: 4424.579102
	Iteration 26Q: 3 clusters Score -758811.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -758819.875000 Penalty: 4424.579102
	Iteration 27Q: 3 clusters Score -758819.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -758822.687500 Penalty: 4424.579102
	Iteration 28Q: 3 clusters Score -758822.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -758826.687500 Penalty: 4424.579102
	Iteration 29Q: 3 clusters Score -758826.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -758829.687500 Penalty: 4424.579102
	Iteration 30Q: 3 clusters Score -758829.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -758834.062500 Penalty: 4424.579102
	Iteration 31Q: 3 clusters Score -758834.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -758835.750000 Penalty: 4424.579102
	Iteration 32Q: 3 clusters Score -758835.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -758837.812500 Penalty: 4424.579102
	Iteration 33Q: 3 clusters Score -758837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -758840.062500 Penalty: 4424.579102
	Iteration 34Q: 3 clusters Score -758840.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -758843.437500 Penalty: 4424.579102
	Iteration 35Q: 3 clusters Score -758843.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -758842.750000 Penalty: 4424.579102
	Iteration 36Q: 3 clusters Score -758842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -758844.937500 Penalty: 4424.579102
	Iteration 37Q: 3 clusters Score -758844.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -758847.562500 Penalty: 4424.579102
	Iteration 38Q: 3 clusters Score -758847.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -758849.687500 Penalty: 4424.579102
	Iteration 39Q: 3 clusters Score -758849.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -758851.125000 Penalty: 4424.579102
	Iteration 40F: 3 clusters Score -758851.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -758852.375000 Penalty: 4424.579102
	Iteration 41Q: 3 clusters Score -758852.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -758854.750000 Penalty: 4424.579102
	Iteration 42Q: 3 clusters Score -758854.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -758857.187500 Penalty: 4424.579102
	Iteration 43Q: 3 clusters Score -758857.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -758857.750000 Penalty: 4424.579102
	Iteration 44Q: 3 clusters Score -758857.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -758861.687500 Penalty: 4424.579102
	Iteration 45Q: 3 clusters Score -758861.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -758862.562500 Penalty: 4424.579102
	Iteration 46Q: 3 clusters Score -758862.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -758864.687500 Penalty: 4424.579102
	Iteration 47Q: 3 clusters Score -758864.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -758866.562500 Penalty: 4424.579102
	Iteration 48Q: 3 clusters Score -758866.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -758868.812500 Penalty: 4424.579102
	Iteration 49Q: 3 clusters Score -758868.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -758872.125000 Penalty: 4424.579102
	Iteration 50Q: 3 clusters Score -758872.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -758874.312500 Penalty: 4424.579102
	Iteration 51Q: 3 clusters Score -758874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -758874.750000 Penalty: 4424.579102
	Iteration 52Q: 3 clusters Score -758874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -758875.125000 Penalty: 4424.579102
	Iteration 53Q: 3 clusters Score -758875.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -758875.125000 Penalty: 4424.579102
	Iteration 54F: 3 clusters Score -758875.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Entering Unmasked Estep 
Score: -6619716.500000 Penalty: 2751.999756
	Iteration 0F: 2 clusters Score -6619716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -6575498.000000 Penalty: 5503.999512
	Iteration 0F: 3 clusters Score -6575498 nChanged 30841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -6592616.500000 Penalty: 5503.999512
	Iteration 1F: 3 clusters Score -6592616 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -6593323.000000 Penalty: 5503.999512
	Iteration 2Q: 3 clusters Score -6593323 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -6594360.500000 Penalty: 5503.999512
	Iteration 3Q: 3 clusters Score -6594360 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -6595808.000000 Penalty: 5503.999512
	Iteration 4Q: 3 clusters Score -6595808 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -6598447.500000 Penalty: 5503.999512
	Iteration 5F: 3 clusters Score -6598448 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -6602604.500000 Penalty: 5503.999512
	Iteration 6F: 3 clusters Score -6602604 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -6607734.500000 Penalty: 5503.999512
	Iteration 7F: 3 clusters Score -6607734 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -6612517.000000 Penalty: 5503.999512
	Iteration 8F: 3 clusters Score -6612517 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -6615698.500000 Penalty: 5503.999512
	Iteration 9Q: 3 clusters Score -6615698 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60294 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -6617421.000000 Penalty: 5503.999512
	Iteration 10Q: 3 clusters Score -6617421 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -6618023.500000 Penalty: 5503.999512
	Iteration 11Q: 3 clusters Score -6618024 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -6618269.500000 Penalty: 5503.999512
	Iteration 12Q: 3 clusters Score -6618270 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -6618362.000000 Penalty: 5503.999512
	Iteration 13Q: 3 clusters Score -6618362 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -6618444.500000 Penalty: 5503.999512
	Iteration 14Q: 3 clusters Score -6618444 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -6618480.500000 Penalty: 5503.999512
	Iteration 15Q: 3 clusters Score -6618480 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -6618498.000000 Penalty: 5503.999512
	Iteration 16Q: 3 clusters Score -6618498 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -6618525.500000 Penalty: 5503.999512
	Iteration 17Q: 3 clusters Score -6618526 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6618540.500000 Penalty: 5503.999512
	Iteration 18Q: 3 clusters Score -6618540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -6618553.000000 Penalty: 5503.999512
	Iteration 19Q: 3 clusters Score -6618553 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -6618552.000000 Penalty: 5503.999512
	Iteration 20F: 3 clusters Score -6618552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -6618566.000000 Penalty: 5503.999512
	Iteration 21Q: 3 clusters Score -6618566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -6618578.500000 Penalty: 5503.999512
	Iteration 22Q: 3 clusters Score -6618578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -6618598.500000 Penalty: 5503.999512
	Iteration 23Q: 3 clusters Score -6618598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -6618596.500000 Penalty: 5503.999512
	Iteration 24Q: 3 clusters Score -6618596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -6618609.500000 Penalty: 5503.999512
	Iteration 25Q: 3 clusters Score -6618610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -6618600.500000 Penalty: 5503.999512
	Iteration 26Q: 3 clusters Score -6618600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -6618609.000000 Penalty: 5503.999512
	Iteration 27Q: 3 clusters Score -6618609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -6618608.500000 Penalty: 5503.999512
	Iteration 28Q: 3 clusters Score -6618608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -6618597.500000 Penalty: 5503.999512
	Iteration 29Q: 3 clusters Score -6618598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -6618603.000000 Penalty: 5503.999512
	Iteration 30Q: 3 clusters Score -6618603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -6618612.500000 Penalty: 5503.999512
	Iteration 31Q: 3 clusters Score -6618612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -6618617.500000 Penalty: 5503.999512
	Iteration 32Q: 3 clusters Score -6618618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -6618628.500000 Penalty: 5503.999512
	Iteration 33Q: 3 clusters Score -6618628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -6618628.000000 Penalty: 5503.999512
	Iteration 34Q: 3 clusters Score -6618628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -6618626.000000 Penalty: 5503.999512
	Iteration 35Q: 3 clusters Score -6618626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -6618634.000000 Penalty: 5503.999512
	Iteration 36Q: 3 clusters Score -6618634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -6618630.500000 Penalty: 5503.999512
	Iteration 37Q: 3 clusters Score -6618630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -6618636.500000 Penalty: 5503.999512
	Iteration 38Q: 3 clusters Score -6618636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -6618646.500000 Penalty: 5503.999512
	Iteration 39Q: 3 clusters Score -6618646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -6618639.000000 Penalty: 5503.999512
	Iteration 40F: 3 clusters Score -6618639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -6618639.500000 Penalty: 5503.999512
	Iteration 41Q: 3 clusters Score -6618640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -6618636.500000 Penalty: 5503.999512
	Iteration 42Q: 3 clusters Score -6618636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -6618639.500000 Penalty: 5503.999512
	Iteration 43Q: 3 clusters Score -6618640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -6618650.500000 Penalty: 5503.999512
	Iteration 44Q: 3 clusters Score -6618650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -6618644.500000 Penalty: 5503.999512
	Iteration 45Q: 3 clusters Score -6618644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -6618649.500000 Penalty: 5503.999512
	Iteration 46Q: 3 clusters Score -6618650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -6618638.000000 Penalty: 5503.999512
	Iteration 47Q: 3 clusters Score -6618638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -6618649.500000 Penalty: 5503.999512
	Iteration 48Q: 3 clusters Score -6618650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -6618643.500000 Penalty: 5503.999512
	Iteration 49Q: 3 clusters Score -6618644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -6618656.000000 Penalty: 5503.999512
	Iteration 50Q: 3 clusters Score -6618656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -6618652.500000 Penalty: 5503.999512
	Iteration 51Q: 3 clusters Score -6618652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -6618647.000000 Penalty: 5503.999512
	Iteration 52Q: 3 clusters Score -6618647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -6618655.500000 Penalty: 5503.999512
	Iteration 53Q: 3 clusters Score -6618656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -6618651.000000 Penalty: 5503.999512
	Iteration 54Q: 3 clusters Score -6618651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6618656.500000 Penalty: 5503.999512
	Iteration 55Q: 3 clusters Score -6618656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -6618645.000000 Penalty: 5503.999512
	Iteration 56Q: 3 clusters Score -6618645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6618645.500000 Penalty: 5503.999512
	Iteration 57Q: 3 clusters Score -6618646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -6618655.000000 Penalty: 5503.999512
	Iteration 58Q: 3 clusters Score -6618655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -6618653.500000 Penalty: 5503.999512
	Iteration 59Q: 3 clusters Score -6618654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6618653.000000 Penalty: 5503.999512
	Iteration 60F: 3 clusters Score -6618653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -6618650.500000 Penalty: 5503.999512
	Iteration 61Q: 3 clusters Score -6618650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6618642.000000 Penalty: 5503.999512
	Iteration 62Q: 3 clusters Score -6618642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -6618643.500000 Penalty: 5503.999512
	Iteration 63Q: 3 clusters Score -6618644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -6618642.500000 Penalty: 5503.999512
	Iteration 64Q: 3 clusters Score -6618642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -6618642.500000 Penalty: 5503.999512
	Iteration 65Q: 3 clusters Score -6618642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -6618643.500000 Penalty: 5503.999512
	Iteration 66Q: 3 clusters Score -6618644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -6618643.500000 Penalty: 5503.999512
	Iteration 67Q: 3 clusters Score -6618644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -6618643.500000 Penalty: 5503.999512
	Iteration 68F: 3 clusters Score -6618644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -189473.578125 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -189473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -186850.953125 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -186851 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -187371.750000 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -187371.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -187536.796875 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -187536.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -187661.859375 Penalty: 3769.054443
	Iteration 3Q: 3 clusters Score -187661.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -187751.906250 Penalty: 3769.054443
	Iteration 4Q: 3 clusters Score -187751.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -187820.046875 Penalty: 3769.054443
	Iteration 5Q: 3 clusters Score -187820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -187864.281250 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -187864.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -187902.875000 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -187902.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -187926.328125 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -187926.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -187955.171875 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -187955.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -187988.468750 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -187988.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -188020.671875 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -188020.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -188044.906250 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -188044.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -188064.093750 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -188064.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -188085.046875 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -188085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -188097.609375 Penalty: 3769.054443
	Iteration 15Q: 3 clusters Score -188097.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -188107.140625 Penalty: 3769.054443
	Iteration 16Q: 3 clusters Score -188107.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -188111.171875 Penalty: 3769.054443
	Iteration 17Q: 3 clusters Score -188111.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -188113.906250 Penalty: 3769.054443
	Iteration 18Q: 3 clusters Score -188113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -188116.828125 Penalty: 3769.054443
	Iteration 19Q: 3 clusters Score -188116.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -188118.921875 Penalty: 3769.054443
	Iteration 20F: 3 clusters Score -188118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -188120.375000 Penalty: 3769.054443
	Iteration 21Q: 3 clusters Score -188120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -188121.093750 Penalty: 3769.054443
	Iteration 22Q: 3 clusters Score -188121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -188122.437500 Penalty: 3769.054443
	Iteration 23Q: 3 clusters Score -188122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -188123.359375 Penalty: 3769.054443
	Iteration 24Q: 3 clusters Score -188123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -188124.468750 Penalty: 3769.054443
	Iteration 25Q: 3 clusters Score -188124.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -188126.015625 Penalty: 3769.054443
	Iteration 26Q: 3 clusters Score -188126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -188126.531250 Penalty: 3769.054443
	Iteration 27Q: 3 clusters Score -188126.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -188127.718750 Penalty: 3769.054443
	Iteration 28Q: 3 clusters Score -188127.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -188127.718750 Penalty: 3769.054443
	Iteration 29F: 3 clusters Score -188127.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Entering Unmasked Estep 
Score: -2710374.250000 Penalty: 2537.767822
	Iteration 0F: 2 clusters Score -2710374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2691320.500000 Penalty: 5075.535645
	Iteration 0F: 3 clusters Score -2691320 nChanged 12517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2698410.000000 Penalty: 5075.535645
	Iteration 1F: 3 clusters Score -2698410 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2699336.250000 Penalty: 5075.535645
	Iteration 2F: 3 clusters Score -2699336 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2700436.250000 Penalty: 5075.535645
	Iteration 3F: 3 clusters Score -2700436 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2701812.750000 Penalty: 5075.535645
	Iteration 4F: 3 clusters Score -2701813 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2703347.250000 Penalty: 5075.535645
	Iteration 5F: 3 clusters Score -2703347 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2704968.250000 Penalty: 5075.535645
	Iteration 6F: 3 clusters Score -2704968 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2706399.500000 Penalty: 5075.535645
	Iteration 7F: 3 clusters Score -2706400 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2707282.000000 Penalty: 5075.535645
	Iteration 8Q: 3 clusters Score -2707282 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2707751.250000 Penalty: 5075.535645
	Iteration 9Q: 3 clusters Score -2707751 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2708037.750000 Penalty: 5075.535645
	Iteration 10Q: 3 clusters Score -2708038 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2708199.000000 Penalty: 5075.535645
	Iteration 11Q: 3 clusters Score -2708199 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2708306.750000 Penalty: 5075.535645
	Iteration 12Q: 3 clusters Score -2708307 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2708383.000000 Penalty: 5075.535645
	Iteration 13Q: 3 clusters Score -2708383 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2708424.000000 Penalty: 5075.535645
	Iteration 14Q: 3 clusters Score -2708424 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2708470.250000 Penalty: 5075.535645
	Iteration 15Q: 3 clusters Score -2708470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2708491.750000 Penalty: 5075.535645
	Iteration 16Q: 3 clusters Score -2708492 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2708528.500000 Penalty: 5075.535645
	Iteration 17Q: 3 clusters Score -2708528 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2708555.250000 Penalty: 5075.535645
	Iteration 18Q: 3 clusters Score -2708555 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2708575.750000 Penalty: 5075.535645
	Iteration 19Q: 3 clusters Score -2708576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2708586.500000 Penalty: 5075.535645
	Iteration 20F: 3 clusters Score -2708586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2708602.250000 Penalty: 5075.535645
	Iteration 21Q: 3 clusters Score -2708602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2708609.000000 Penalty: 5075.535645
	Iteration 22Q: 3 clusters Score -2708609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2708604.250000 Penalty: 5075.535645
	Iteration 23Q: 3 clusters Score -2708604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2708608.500000 Penalty: 5075.535645
	Iteration 24Q: 3 clusters Score -2708608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2708609.750000 Penalty: 5075.535645
	Iteration 25Q: 3 clusters Score -2708610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2708612.250000 Penalty: 5075.535645
	Iteration 26Q: 3 clusters Score -2708612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2708616.000000 Penalty: 5075.535645
	Iteration 27Q: 3 clusters Score -2708616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2708617.250000 Penalty: 5075.535645
	Iteration 28Q: 3 clusters Score -2708617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2708617.750000 Penalty: 5075.535645
	Iteration 29Q: 3 clusters Score -2708618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2708627.000000 Penalty: 5075.535645
	Iteration 30Q: 3 clusters Score -2708627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2708629.750000 Penalty: 5075.535645
	Iteration 31Q: 3 clusters Score -2708630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2708631.750000 Penalty: 5075.535645
	Iteration 32Q: 3 clusters Score -2708632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2708633.250000 Penalty: 5075.535645
	Iteration 33Q: 3 clusters Score -2708633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2708630.750000 Penalty: 5075.535645
	Iteration 34Q: 3 clusters Score -2708631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2708631.750000 Penalty: 5075.535645
	Iteration 35Q: 3 clusters Score -2708632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2708633.750000 Penalty: 5075.535645
	Iteration 36Q: 3 clusters Score -2708634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2708632.500000 Penalty: 5075.535645
	Iteration 37Q: 3 clusters Score -2708632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2708636.500000 Penalty: 5075.535645
	Iteration 38Q: 3 clusters Score -2708636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2708633.250000 Penalty: 5075.535645
	Iteration 39Q: 3 clusters Score -2708633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2708634.750000 Penalty: 5075.535645
	Iteration 40F: 3 clusters Score -2708635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2708636.000000 Penalty: 5075.535645
	Iteration 41Q: 3 clusters Score -2708636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2708634.750000 Penalty: 5075.535645
	Iteration 42Q: 3 clusters Score -2708635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2708637.000000 Penalty: 5075.535645
	Iteration 43Q: 3 clusters Score -2708637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2708638.000000 Penalty: 5075.535645
	Iteration 44Q: 3 clusters Score -2708638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2708638.000000 Penalty: 5075.535645
	Iteration 45F: 3 clusters Score -2708638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Entering Unmasked Estep 
Score: -2407978.250000 Penalty: 2521.417236
	Iteration 0F: 2 clusters Score -2407978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2389928.750000 Penalty: 5042.834473
	Iteration 0F: 3 clusters Score -2389929 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2396399.250000 Penalty: 5042.834473
	Iteration 1F: 3 clusters Score -2396399 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2397129.750000 Penalty: 5042.834473
	Iteration 2F: 3 clusters Score -2397130 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2397907.500000 Penalty: 5042.834473
	Iteration 3F: 3 clusters Score -2397908 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2398738.250000 Penalty: 5042.834473
	Iteration 4F: 3 clusters Score -2398738 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2399593.250000 Penalty: 5042.834473
	Iteration 5F: 3 clusters Score -2399593 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2400482.250000 Penalty: 5042.834473
	Iteration 6F: 3 clusters Score -2400482 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2401373.750000 Penalty: 5042.834473
	Iteration 7F: 3 clusters Score -2401374 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2402143.000000 Penalty: 5042.834473
	Iteration 8Q: 3 clusters Score -2402143 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2402670.000000 Penalty: 5042.834473
	Iteration 9Q: 3 clusters Score -2402670 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2402973.750000 Penalty: 5042.834473
	Iteration 10Q: 3 clusters Score -2402974 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2403137.250000 Penalty: 5042.834473
	Iteration 11Q: 3 clusters Score -2403137 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2403213.750000 Penalty: 5042.834473
	Iteration 12Q: 3 clusters Score -2403214 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2403244.750000 Penalty: 5042.834473
	Iteration 13Q: 3 clusters Score -2403245 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2403279.250000 Penalty: 5042.834473
	Iteration 14Q: 3 clusters Score -2403279 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2403302.250000 Penalty: 5042.834473
	Iteration 15Q: 3 clusters Score -2403302 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2403304.750000 Penalty: 5042.834473
	Iteration 16Q: 3 clusters Score -2403305 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2403310.250000 Penalty: 5042.834473
	Iteration 17Q: 3 clusters Score -2403310 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2403315.250000 Penalty: 5042.834473
	Iteration 18Q: 3 clusters Score -2403315 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2403328.500000 Penalty: 5042.834473
	Iteration 19Q: 3 clusters Score -2403328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2403331.500000 Penalty: 5042.834473
	Iteration 20F: 3 clusters Score -2403332 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2403342.750000 Penalty: 5042.834473
	Iteration 21Q: 3 clusters Score -2403343 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2403349.750000 Penalty: 5042.834473
	Iteration 22Q: 3 clusters Score -2403350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2403354.000000 Penalty: 5042.834473
	Iteration 23Q: 3 clusters Score -2403354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2403357.750000 Penalty: 5042.834473
	Iteration 24Q: 3 clusters Score -2403358 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2403359.750000 Penalty: 5042.834473
	Iteration 25Q: 3 clusters Score -2403360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2403371.250000 Penalty: 5042.834473
	Iteration 26Q: 3 clusters Score -2403371 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2403377.250000 Penalty: 5042.834473
	Iteration 27Q: 3 clusters Score -2403377 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2403384.500000 Penalty: 5042.834473
	Iteration 28Q: 3 clusters Score -2403384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2403391.250000 Penalty: 5042.834473
	Iteration 29Q: 3 clusters Score -2403391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2403396.750000 Penalty: 5042.834473
	Iteration 30Q: 3 clusters Score -2403397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2403400.250000 Penalty: 5042.834473
	Iteration 31Q: 3 clusters Score -2403400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2403401.000000 Penalty: 5042.834473
	Iteration 32Q: 3 clusters Score -2403401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2403408.250000 Penalty: 5042.834473
	Iteration 33Q: 3 clusters Score -2403408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2403407.500000 Penalty: 5042.834473
	Iteration 34Q: 3 clusters Score -2403408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2403417.750000 Penalty: 5042.834473
	Iteration 35Q: 3 clusters Score -2403418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2403422.250000 Penalty: 5042.834473
	Iteration 36Q: 3 clusters Score -2403422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2403423.500000 Penalty: 5042.834473
	Iteration 37Q: 3 clusters Score -2403424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2403413.750000 Penalty: 5042.834473
	Iteration 38Q: 3 clusters Score -2403414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2403428.000000 Penalty: 5042.834473
	Iteration 39Q: 3 clusters Score -2403428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2403435.750000 Penalty: 5042.834473
	Iteration 40F: 3 clusters Score -2403436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2403433.750000 Penalty: 5042.834473
	Iteration 41Q: 3 clusters Score -2403434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2403440.000000 Penalty: 5042.834473
	Iteration 42Q: 3 clusters Score -2403440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2403445.250000 Penalty: 5042.834473
	Iteration 43Q: 3 clusters Score -2403445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2403448.500000 Penalty: 5042.834473
	Iteration 44Q: 3 clusters Score -2403448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2403462.000000 Penalty: 5042.834473
	Iteration 45Q: 3 clusters Score -2403462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2403464.000000 Penalty: 5042.834473
	Iteration 46Q: 3 clusters Score -2403464 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2403486.750000 Penalty: 5042.834473
	Iteration 47Q: 3 clusters Score -2403487 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2403497.750000 Penalty: 5042.834473
	Iteration 48Q: 3 clusters Score -2403498 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2403496.750000 Penalty: 5042.834473
	Iteration 49Q: 3 clusters Score -2403497 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2403495.750000 Penalty: 5042.834473
	Iteration 50Q: 3 clusters Score -2403496 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2403499.500000 Penalty: 5042.834473
	Iteration 51Q: 3 clusters Score -2403500 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2403531.750000 Penalty: 5042.834473
	Iteration 52Q: 3 clusters Score -2403532 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2403538.000000 Penalty: 5042.834473
	Iteration 53Q: 3 clusters Score -2403538 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2403553.000000 Penalty: 5042.834473
	Iteration 54Q: 3 clusters Score -2403553 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2403577.000000 Penalty: 5042.834473
	Iteration 55Q: 3 clusters Score -2403577 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2403597.500000 Penalty: 5042.834473
	Iteration 56Q: 3 clusters Score -2403598 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2403628.750000 Penalty: 5042.834473
	Iteration 57Q: 3 clusters Score -2403629 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2403663.250000 Penalty: 5042.834473
	Iteration 58Q: 3 clusters Score -2403663 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2403723.250000 Penalty: 5042.834473
	Iteration 59Q: 3 clusters Score -2403723 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2403805.250000 Penalty: 5042.834473
	Iteration 60F: 3 clusters Score -2403805 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2403885.750000 Penalty: 5042.834473
	Iteration 61Q: 3 clusters Score -2403886 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2403969.250000 Penalty: 5042.834473
	Iteration 62Q: 3 clusters Score -2403969 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2404070.250000 Penalty: 5042.834473
	Iteration 63Q: 3 clusters Score -2404070 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2404154.750000 Penalty: 5042.834473
	Iteration 64Q: 3 clusters Score -2404155 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2404255.000000 Penalty: 5042.834473
	Iteration 65Q: 3 clusters Score -2404255 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2404336.250000 Penalty: 5042.834473
	Iteration 66Q: 3 clusters Score -2404336 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2404430.750000 Penalty: 5042.834473
	Iteration 67Q: 3 clusters Score -2404431 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2404501.750000 Penalty: 5042.834473
	Iteration 68Q: 3 clusters Score -2404502 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2404573.000000 Penalty: 5042.834473
	Iteration 69Q: 3 clusters Score -2404573 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2404620.000000 Penalty: 5042.834473
	Iteration 70Q: 3 clusters Score -2404620 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2404701.250000 Penalty: 5042.834473
	Iteration 71Q: 3 clusters Score -2404701 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2404755.500000 Penalty: 5042.834473
	Iteration 72Q: 3 clusters Score -2404756 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2404821.750000 Penalty: 5042.834473
	Iteration 73Q: 3 clusters Score -2404822 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2404878.000000 Penalty: 5042.834473
	Iteration 74Q: 3 clusters Score -2404878 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2404915.750000 Penalty: 5042.834473
	Iteration 75Q: 3 clusters Score -2404916 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2404958.000000 Penalty: 5042.834473
	Iteration 76Q: 3 clusters Score -2404958 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2405011.250000 Penalty: 5042.834473
	Iteration 77Q: 3 clusters Score -2405011 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2405048.500000 Penalty: 5042.834473
	Iteration 78Q: 3 clusters Score -2405048 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2405101.750000 Penalty: 5042.834473
	Iteration 79Q: 3 clusters Score -2405102 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2405150.250000 Penalty: 5042.834473
	Iteration 80F: 3 clusters Score -2405150 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2405203.000000 Penalty: 5042.834473
	Iteration 81Q: 3 clusters Score -2405203 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2405241.500000 Penalty: 5042.834473
	Iteration 82Q: 3 clusters Score -2405242 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2405279.250000 Penalty: 5042.834473
	Iteration 83Q: 3 clusters Score -2405279 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2405324.750000 Penalty: 5042.834473
	Iteration 84Q: 3 clusters Score -2405325 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2405354.250000 Penalty: 5042.834473
	Iteration 85Q: 3 clusters Score -2405354 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2405379.000000 Penalty: 5042.834473
	Iteration 86Q: 3 clusters Score -2405379 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2405421.750000 Penalty: 5042.834473
	Iteration 87Q: 3 clusters Score -2405422 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2405454.500000 Penalty: 5042.834473
	Iteration 88Q: 3 clusters Score -2405454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2405469.750000 Penalty: 5042.834473
	Iteration 89Q: 3 clusters Score -2405470 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -2405498.500000 Penalty: 5042.834473
	Iteration 90Q: 3 clusters Score -2405498 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2405532.500000 Penalty: 5042.834473
	Iteration 91Q: 3 clusters Score -2405532 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2405569.250000 Penalty: 5042.834473
	Iteration 92Q: 3 clusters Score -2405569 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2405600.250000 Penalty: 5042.834473
	Iteration 93Q: 3 clusters Score -2405600 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2405614.500000 Penalty: 5042.834473
	Iteration 94Q: 3 clusters Score -2405614 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2405636.000000 Penalty: 5042.834473
	Iteration 95Q: 3 clusters Score -2405636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2405648.250000 Penalty: 5042.834473
	Iteration 96Q: 3 clusters Score -2405648 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -2405659.000000 Penalty: 5042.834473
	Iteration 97Q: 3 clusters Score -2405659 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2405671.500000 Penalty: 5042.834473
	Iteration 98Q: 3 clusters Score -2405672 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -2405691.500000 Penalty: 5042.834473
	Iteration 99Q: 3 clusters Score -2405692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2405717.500000 Penalty: 5042.834473
	Iteration 100F: 3 clusters Score -2405718 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2405731.500000 Penalty: 5042.834473
	Iteration 101Q: 3 clusters Score -2405732 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2405742.500000 Penalty: 5042.834473
	Iteration 102Q: 3 clusters Score -2405742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2405755.500000 Penalty: 5042.834473
	Iteration 103Q: 3 clusters Score -2405756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -2405775.250000 Penalty: 5042.834473
	Iteration 104Q: 3 clusters Score -2405775 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2405793.000000 Penalty: 5042.834473
	Iteration 105Q: 3 clusters Score -2405793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -2405811.750000 Penalty: 5042.834473
	Iteration 106Q: 3 clusters Score -2405812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2405828.750000 Penalty: 5042.834473
	Iteration 107Q: 3 clusters Score -2405829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -2405856.250000 Penalty: 5042.834473
	Iteration 108Q: 3 clusters Score -2405856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -2405868.500000 Penalty: 5042.834473
	Iteration 109Q: 3 clusters Score -2405868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2405886.500000 Penalty: 5042.834473
	Iteration 110Q: 3 clusters Score -2405886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -2405891.250000 Penalty: 5042.834473
	Iteration 111Q: 3 clusters Score -2405891 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -2405898.750000 Penalty: 5042.834473
	Iteration 112Q: 3 clusters Score -2405899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -2405908.750000 Penalty: 5042.834473
	Iteration 113Q: 3 clusters Score -2405909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -2405925.250000 Penalty: 5042.834473
	Iteration 114Q: 3 clusters Score -2405925 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2405935.750000 Penalty: 5042.834473
	Iteration 115Q: 3 clusters Score -2405936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2405950.500000 Penalty: 5042.834473
	Iteration 116Q: 3 clusters Score -2405950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2405953.000000 Penalty: 5042.834473
	Iteration 117Q: 3 clusters Score -2405953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -2405959.500000 Penalty: 5042.834473
	Iteration 118Q: 3 clusters Score -2405960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2405969.000000 Penalty: 5042.834473
	Iteration 119Q: 3 clusters Score -2405969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2405972.250000 Penalty: 5042.834473
	Iteration 120F: 3 clusters Score -2405972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2405976.500000 Penalty: 5042.834473
	Iteration 121Q: 3 clusters Score -2405976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2405972.000000 Penalty: 5042.834473
	Iteration 122Q: 3 clusters Score -2405972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -2405981.000000 Penalty: 5042.834473
	Iteration 123Q: 3 clusters Score -2405981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -2405981.250000 Penalty: 5042.834473
	Iteration 124Q: 3 clusters Score -2405981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -2405990.750000 Penalty: 5042.834473
	Iteration 125Q: 3 clusters Score -2405991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -2405990.250000 Penalty: 5042.834473
	Iteration 126Q: 3 clusters Score -2405990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2405991.000000 Penalty: 5042.834473
	Iteration 127Q: 3 clusters Score -2405991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2405995.500000 Penalty: 5042.834473
	Iteration 128Q: 3 clusters Score -2405996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2406000.750000 Penalty: 5042.834473
	Iteration 129Q: 3 clusters Score -2406001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2406002.250000 Penalty: 5042.834473
	Iteration 130Q: 3 clusters Score -2406002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2406000.250000 Penalty: 5042.834473
	Iteration 131Q: 3 clusters Score -2406000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2406011.000000 Penalty: 5042.834473
	Iteration 132Q: 3 clusters Score -2406011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2406013.500000 Penalty: 5042.834473
	Iteration 133Q: 3 clusters Score -2406014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -2406018.250000 Penalty: 5042.834473
	Iteration 134Q: 3 clusters Score -2406018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2406027.750000 Penalty: 5042.834473
	Iteration 135Q: 3 clusters Score -2406028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -2406035.500000 Penalty: 5042.834473
	Iteration 136Q: 3 clusters Score -2406036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -2406039.750000 Penalty: 5042.834473
	Iteration 137Q: 3 clusters Score -2406040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -2406041.750000 Penalty: 5042.834473
	Iteration 138Q: 3 clusters Score -2406042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -2406039.750000 Penalty: 5042.834473
	Iteration 139Q: 3 clusters Score -2406040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2406042.500000 Penalty: 5042.834473
	Iteration 140F: 3 clusters Score -2406042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -2406047.750000 Penalty: 5042.834473
	Iteration 141Q: 3 clusters Score -2406048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2406041.750000 Penalty: 5042.834473
	Iteration 142Q: 3 clusters Score -2406042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2406047.250000 Penalty: 5042.834473
	Iteration 143Q: 3 clusters Score -2406047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -2406045.250000 Penalty: 5042.834473
	Iteration 144Q: 3 clusters Score -2406045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2406042.500000 Penalty: 5042.834473
	Iteration 145Q: 3 clusters Score -2406042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -2406051.500000 Penalty: 5042.834473
	Iteration 146Q: 3 clusters Score -2406052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2406052.500000 Penalty: 5042.834473
	Iteration 147Q: 3 clusters Score -2406052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -2406046.500000 Penalty: 5042.834473
	Iteration 148Q: 3 clusters Score -2406046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2406052.500000 Penalty: 5042.834473
	Iteration 149Q: 3 clusters Score -2406052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -2406056.250000 Penalty: 5042.834473
	Iteration 150Q: 3 clusters Score -2406056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -2406051.500000 Penalty: 5042.834473
	Iteration 151Q: 3 clusters Score -2406052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2406058.250000 Penalty: 5042.834473
	Iteration 152Q: 3 clusters Score -2406058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2406057.000000 Penalty: 5042.834473
	Iteration 153Q: 3 clusters Score -2406057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -2406057.750000 Penalty: 5042.834473
	Iteration 154Q: 3 clusters Score -2406058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2406058.500000 Penalty: 5042.834473
	Iteration 155Q: 3 clusters Score -2406058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -2406064.500000 Penalty: 5042.834473
	Iteration 156Q: 3 clusters Score -2406064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -2406058.500000 Penalty: 5042.834473
	Iteration 157Q: 3 clusters Score -2406058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2406069.750000 Penalty: 5042.834473
	Iteration 158Q: 3 clusters Score -2406070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2406068.750000 Penalty: 5042.834473
	Iteration 159Q: 3 clusters Score -2406069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -2406070.500000 Penalty: 5042.834473
	Iteration 160F: 3 clusters Score -2406070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -2406068.500000 Penalty: 5042.834473
	Iteration 161Q: 3 clusters Score -2406068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2406073.500000 Penalty: 5042.834473
	Iteration 162Q: 3 clusters Score -2406074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -2406075.250000 Penalty: 5042.834473
	Iteration 163Q: 3 clusters Score -2406075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -2406072.000000 Penalty: 5042.834473
	Iteration 164Q: 3 clusters Score -2406072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -2406069.000000 Penalty: 5042.834473
	Iteration 165Q: 3 clusters Score -2406069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -2406070.250000 Penalty: 5042.834473
	Iteration 166Q: 3 clusters Score -2406070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -2406068.500000 Penalty: 5042.834473
	Iteration 167Q: 3 clusters Score -2406068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -2406071.750000 Penalty: 5042.834473
	Iteration 168Q: 3 clusters Score -2406072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2406074.000000 Penalty: 5042.834473
	Iteration 169Q: 3 clusters Score -2406074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -2406075.750000 Penalty: 5042.834473
	Iteration 170Q: 3 clusters Score -2406076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -2406073.000000 Penalty: 5042.834473
	Iteration 171Q: 3 clusters Score -2406073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -2406073.000000 Penalty: 5042.834473
	Iteration 172F: 3 clusters Score -2406073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Entering Unmasked Estep 
Score: -1605689.625000 Penalty: 2422.438477
	Iteration 0F: 2 clusters Score -1605690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1593279.750000 Penalty: 4844.876953
	Iteration 0F: 3 clusters Score -1593280 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1597451.000000 Penalty: 4844.876953
	Iteration 1F: 3 clusters Score -1597451 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1597901.375000 Penalty: 4844.876953
	Iteration 2F: 3 clusters Score -1597901 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1598249.125000 Penalty: 4844.876953
	Iteration 3Q: 3 clusters Score -1598249 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1598518.375000 Penalty: 4844.876953
	Iteration 4Q: 3 clusters Score -1598518 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1598746.875000 Penalty: 4844.876953
	Iteration 5Q: 3 clusters Score -1598747 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1598965.375000 Penalty: 4844.876953
	Iteration 6Q: 3 clusters Score -1598965 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1599163.875000 Penalty: 4844.876953
	Iteration 7Q: 3 clusters Score -1599164 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1599370.250000 Penalty: 4844.876953
	Iteration 8Q: 3 clusters Score -1599370 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1599635.500000 Penalty: 4844.876953
	Iteration 9Q: 3 clusters Score -1599636 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1599940.250000 Penalty: 4844.876953
	Iteration 10Q: 3 clusters Score -1599940 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1600308.250000 Penalty: 4844.876953
	Iteration 11Q: 3 clusters Score -1600308 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1600721.750000 Penalty: 4844.876953
	Iteration 12Q: 3 clusters Score -1600722 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1601180.000000 Penalty: 4844.876953
	Iteration 13Q: 3 clusters Score -1601180 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1601669.750000 Penalty: 4844.876953
	Iteration 14Q: 3 clusters Score -1601670 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1602123.500000 Penalty: 4844.876953
	Iteration 15Q: 3 clusters Score -1602124 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1602483.000000 Penalty: 4844.876953
	Iteration 16Q: 3 clusters Score -1602483 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1602757.750000 Penalty: 4844.876953
	Iteration 17Q: 3 clusters Score -1602758 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1602940.500000 Penalty: 4844.876953
	Iteration 18Q: 3 clusters Score -1602940 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1603070.125000 Penalty: 4844.876953
	Iteration 19Q: 3 clusters Score -1603070 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1603185.625000 Penalty: 4844.876953
	Iteration 20F: 3 clusters Score -1603186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1603275.625000 Penalty: 4844.876953
	Iteration 21Q: 3 clusters Score -1603276 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1603359.500000 Penalty: 4844.876953
	Iteration 22Q: 3 clusters Score -1603360 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1603418.625000 Penalty: 4844.876953
	Iteration 23Q: 3 clusters Score -1603419 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1603456.500000 Penalty: 4844.876953
	Iteration 24Q: 3 clusters Score -1603456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1603497.000000 Penalty: 4844.876953
	Iteration 25Q: 3 clusters Score -1603497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1603525.375000 Penalty: 4844.876953
	Iteration 26Q: 3 clusters Score -1603525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1603550.125000 Penalty: 4844.876953
	Iteration 27Q: 3 clusters Score -1603550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1603575.625000 Penalty: 4844.876953
	Iteration 28Q: 3 clusters Score -1603576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1603594.125000 Penalty: 4844.876953
	Iteration 29Q: 3 clusters Score -1603594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1603611.750000 Penalty: 4844.876953
	Iteration 30Q: 3 clusters Score -1603612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1603619.625000 Penalty: 4844.876953
	Iteration 31Q: 3 clusters Score -1603620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1603625.750000 Penalty: 4844.876953
	Iteration 32Q: 3 clusters Score -1603626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1603627.000000 Penalty: 4844.876953
	Iteration 33Q: 3 clusters Score -1603627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1603626.750000 Penalty: 4844.876953
	Iteration 34Q: 3 clusters Score -1603627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1603633.625000 Penalty: 4844.876953
	Iteration 35Q: 3 clusters Score -1603634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1603633.750000 Penalty: 4844.876953
	Iteration 36Q: 3 clusters Score -1603634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1603640.000000 Penalty: 4844.876953
	Iteration 37Q: 3 clusters Score -1603640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1603644.500000 Penalty: 4844.876953
	Iteration 38Q: 3 clusters Score -1603644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1603647.750000 Penalty: 4844.876953
	Iteration 39Q: 3 clusters Score -1603648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1603648.625000 Penalty: 4844.876953
	Iteration 40F: 3 clusters Score -1603649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1603649.000000 Penalty: 4844.876953
	Iteration 41Q: 3 clusters Score -1603649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1603652.250000 Penalty: 4844.876953
	Iteration 42Q: 3 clusters Score -1603652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1603655.625000 Penalty: 4844.876953
	Iteration 43Q: 3 clusters Score -1603656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1603655.000000 Penalty: 4844.876953
	Iteration 44Q: 3 clusters Score -1603655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1603654.000000 Penalty: 4844.876953
	Iteration 45Q: 3 clusters Score -1603654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1603654.000000 Penalty: 4844.876953
	Iteration 46F: 3 clusters Score -1603654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Entering Unmasked Estep 
Score: -4183475.000000 Penalty: 2642.094238
	Iteration 0F: 2 clusters Score -4183475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -4154806.250000 Penalty: 5284.188477
	Iteration 0F: 3 clusters Score -4154806 nChanged 19409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -4165663.500000 Penalty: 5284.188477
	Iteration 1F: 3 clusters Score -4165664 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -4166350.000000 Penalty: 5284.188477
	Iteration 2Q: 3 clusters Score -4166350 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -4167172.000000 Penalty: 5284.188477
	Iteration 3Q: 3 clusters Score -4167172 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -4168100.750000 Penalty: 5284.188477
	Iteration 4Q: 3 clusters Score -4168101 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -4169240.500000 Penalty: 5284.188477
	Iteration 5F: 3 clusters Score -4169240 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -4170527.500000 Penalty: 5284.188477
	Iteration 6F: 3 clusters Score -4170528 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -4172001.500000 Penalty: 5284.188477
	Iteration 7F: 3 clusters Score -4172002 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -4173466.250000 Penalty: 5284.188477
	Iteration 8F: 3 clusters Score -4173466 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -4174836.500000 Penalty: 5284.188477
	Iteration 9F: 3 clusters Score -4174836 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -4175901.750000 Penalty: 5284.188477
	Iteration 10Q: 3 clusters Score -4175902 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -4176649.500000 Penalty: 5284.188477
	Iteration 11Q: 3 clusters Score -4176650 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -4177116.500000 Penalty: 5284.188477
	Iteration 12Q: 3 clusters Score -4177116 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -4177336.000000 Penalty: 5284.188477
	Iteration 13Q: 3 clusters Score -4177336 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -4177461.500000 Penalty: 5284.188477
	Iteration 14Q: 3 clusters Score -4177462 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -4177534.250000 Penalty: 5284.188477
	Iteration 15Q: 3 clusters Score -4177534 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -4177603.750000 Penalty: 5284.188477
	Iteration 16Q: 3 clusters Score -4177604 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -4177664.250000 Penalty: 5284.188477
	Iteration 17Q: 3 clusters Score -4177664 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4177727.250000 Penalty: 5284.188477
	Iteration 18Q: 3 clusters Score -4177727 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4177769.250000 Penalty: 5284.188477
	Iteration 19Q: 3 clusters Score -4177769 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -4177804.500000 Penalty: 5284.188477
	Iteration 20F: 3 clusters Score -4177804 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -4177837.250000 Penalty: 5284.188477
	Iteration 21Q: 3 clusters Score -4177837 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4177851.000000 Penalty: 5284.188477
	Iteration 22Q: 3 clusters Score -4177851 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -4177892.000000 Penalty: 5284.188477
	Iteration 23Q: 3 clusters Score -4177892 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -4177890.250000 Penalty: 5284.188477
	Iteration 24Q: 3 clusters Score -4177890 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -4177940.250000 Penalty: 5284.188477
	Iteration 25Q: 3 clusters Score -4177940 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -4177947.500000 Penalty: 5284.188477
	Iteration 26Q: 3 clusters Score -4177948 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -4177977.000000 Penalty: 5284.188477
	Iteration 27Q: 3 clusters Score -4177977 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -4177983.000000 Penalty: 5284.188477
	Iteration 28Q: 3 clusters Score -4177983 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4178003.250000 Penalty: 5284.188477
	Iteration 29Q: 3 clusters Score -4178003 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4178019.000000 Penalty: 5284.188477
	Iteration 30Q: 3 clusters Score -4178019 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -4178019.500000 Penalty: 5284.188477
	Iteration 31Q: 3 clusters Score -4178020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4178030.250000 Penalty: 5284.188477
	Iteration 32Q: 3 clusters Score -4178030 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -4178031.500000 Penalty: 5284.188477
	Iteration 33Q: 3 clusters Score -4178032 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4178036.000000 Penalty: 5284.188477
	Iteration 34Q: 3 clusters Score -4178036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -4178058.500000 Penalty: 5284.188477
	Iteration 35Q: 3 clusters Score -4178058 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -4178066.250000 Penalty: 5284.188477
	Iteration 36Q: 3 clusters Score -4178066 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -4178074.250000 Penalty: 5284.188477
	Iteration 37Q: 3 clusters Score -4178074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -4178096.750000 Penalty: 5284.188477
	Iteration 38Q: 3 clusters Score -4178097 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4178105.750000 Penalty: 5284.188477
	Iteration 39Q: 3 clusters Score -4178106 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -4178121.000000 Penalty: 5284.188477
	Iteration 40F: 3 clusters Score -4178121 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -4178128.000000 Penalty: 5284.188477
	Iteration 41Q: 3 clusters Score -4178128 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -4178149.500000 Penalty: 5284.188477
	Iteration 42Q: 3 clusters Score -4178150 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4178148.000000 Penalty: 5284.188477
	Iteration 43Q: 3 clusters Score -4178148 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -4178161.750000 Penalty: 5284.188477
	Iteration 44Q: 3 clusters Score -4178162 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -4178169.750000 Penalty: 5284.188477
	Iteration 45Q: 3 clusters Score -4178170 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4178181.750000 Penalty: 5284.188477
	Iteration 46Q: 3 clusters Score -4178182 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -4178203.000000 Penalty: 5284.188477
	Iteration 47Q: 3 clusters Score -4178203 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -4178223.000000 Penalty: 5284.188477
	Iteration 48Q: 3 clusters Score -4178223 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -4178252.500000 Penalty: 5284.188477
	Iteration 49Q: 3 clusters Score -4178252 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4178269.750000 Penalty: 5284.188477
	Iteration 50Q: 3 clusters Score -4178270 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -4178316.500000 Penalty: 5284.188477
	Iteration 51Q: 3 clusters Score -4178316 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -4178332.750000 Penalty: 5284.188477
	Iteration 52Q: 3 clusters Score -4178333 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -4178362.250000 Penalty: 5284.188477
	Iteration 53Q: 3 clusters Score -4178362 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -4178416.500000 Penalty: 5284.188477
	Iteration 54Q: 3 clusters Score -4178416 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -4178456.250000 Penalty: 5284.188477
	Iteration 55Q: 3 clusters Score -4178456 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -4178525.750000 Penalty: 5284.188477
	Iteration 56Q: 3 clusters Score -4178526 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4178603.500000 Penalty: 5284.188477
	Iteration 57Q: 3 clusters Score -4178604 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -4178723.500000 Penalty: 5284.188477
	Iteration 58Q: 3 clusters Score -4178724 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4178888.000000 Penalty: 5284.188477
	Iteration 59Q: 3 clusters Score -4178888 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -4179027.500000 Penalty: 5284.188477
	Iteration 60F: 3 clusters Score -4179028 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -4179199.000000 Penalty: 5284.188477
	Iteration 61Q: 3 clusters Score -4179199 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -4179376.250000 Penalty: 5284.188477
	Iteration 62Q: 3 clusters Score -4179376 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4179503.500000 Penalty: 5284.188477
	Iteration 63Q: 3 clusters Score -4179504 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -4179642.000000 Penalty: 5284.188477
	Iteration 64Q: 3 clusters Score -4179642 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -4179738.500000 Penalty: 5284.188477
	Iteration 65Q: 3 clusters Score -4179738 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4179814.500000 Penalty: 5284.188477
	Iteration 66Q: 3 clusters Score -4179814 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -4179880.250000 Penalty: 5284.188477
	Iteration 67Q: 3 clusters Score -4179880 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4179942.500000 Penalty: 5284.188477
	Iteration 68Q: 3 clusters Score -4179942 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -4179951.750000 Penalty: 5284.188477
	Iteration 69Q: 3 clusters Score -4179952 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -4179976.500000 Penalty: 5284.188477
	Iteration 70Q: 3 clusters Score -4179976 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -4179979.000000 Penalty: 5284.188477
	Iteration 71Q: 3 clusters Score -4179979 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -4179993.500000 Penalty: 5284.188477
	Iteration 72Q: 3 clusters Score -4179994 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -4179995.750000 Penalty: 5284.188477
	Iteration 73Q: 3 clusters Score -4179996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -4179994.000000 Penalty: 5284.188477
	Iteration 74Q: 3 clusters Score -4179994 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -4180008.500000 Penalty: 5284.188477
	Iteration 75Q: 3 clusters Score -4180008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4180012.000000 Penalty: 5284.188477
	Iteration 76Q: 3 clusters Score -4180012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -4180020.500000 Penalty: 5284.188477
	Iteration 77Q: 3 clusters Score -4180020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -4180026.500000 Penalty: 5284.188477
	Iteration 78Q: 3 clusters Score -4180026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4180031.750000 Penalty: 5284.188477
	Iteration 79Q: 3 clusters Score -4180032 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -4180044.000000 Penalty: 5284.188477
	Iteration 80F: 3 clusters Score -4180044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4180048.500000 Penalty: 5284.188477
	Iteration 81Q: 3 clusters Score -4180048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -4180029.000000 Penalty: 5284.188477
	Iteration 82Q: 3 clusters Score -4180029 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -4180040.500000 Penalty: 5284.188477
	Iteration 83Q: 3 clusters Score -4180040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -4180058.000000 Penalty: 5284.188477
	Iteration 84Q: 3 clusters Score -4180058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -4180057.750000 Penalty: 5284.188477
	Iteration 85Q: 3 clusters Score -4180058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -4180050.000000 Penalty: 5284.188477
	Iteration 86Q: 3 clusters Score -4180050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -4180056.500000 Penalty: 5284.188477
	Iteration 87Q: 3 clusters Score -4180056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4180064.000000 Penalty: 5284.188477
	Iteration 88Q: 3 clusters Score -4180064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -4180062.500000 Penalty: 5284.188477
	Iteration 89Q: 3 clusters Score -4180062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4180066.500000 Penalty: 5284.188477
	Iteration 90Q: 3 clusters Score -4180066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -4180058.250000 Penalty: 5284.188477
	Iteration 91Q: 3 clusters Score -4180058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -4180068.250000 Penalty: 5284.188477
	Iteration 92Q: 3 clusters Score -4180068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -4180060.000000 Penalty: 5284.188477
	Iteration 93Q: 3 clusters Score -4180060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -4180064.000000 Penalty: 5284.188477
	Iteration 94Q: 3 clusters Score -4180064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -4180066.750000 Penalty: 5284.188477
	Iteration 95Q: 3 clusters Score -4180067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4180056.500000 Penalty: 5284.188477
	Iteration 96Q: 3 clusters Score -4180056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -4180048.250000 Penalty: 5284.188477
	Iteration 97Q: 3 clusters Score -4180048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -4180057.000000 Penalty: 5284.188477
	Iteration 98Q: 3 clusters Score -4180057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -4180050.000000 Penalty: 5284.188477
	Iteration 99Q: 3 clusters Score -4180050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -4180067.500000 Penalty: 5284.188477
	Iteration 100F: 3 clusters Score -4180068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -4180077.250000 Penalty: 5284.188477
	Iteration 101Q: 3 clusters Score -4180077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -4180071.000000 Penalty: 5284.188477
	Iteration 102Q: 3 clusters Score -4180071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -4180066.750000 Penalty: 5284.188477
	Iteration 103Q: 3 clusters Score -4180067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -4180077.000000 Penalty: 5284.188477
	Iteration 104Q: 3 clusters Score -4180077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -4180074.750000 Penalty: 5284.188477
	Iteration 105Q: 3 clusters Score -4180075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -4180075.250000 Penalty: 5284.188477
	Iteration 106Q: 3 clusters Score -4180075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -4180080.500000 Penalty: 5284.188477
	Iteration 107Q: 3 clusters Score -4180080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -4180083.250000 Penalty: 5284.188477
	Iteration 108Q: 3 clusters Score -4180083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4180088.000000 Penalty: 5284.188477
	Iteration 109Q: 3 clusters Score -4180088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4180087.750000 Penalty: 5284.188477
	Iteration 110Q: 3 clusters Score -4180088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -4180086.000000 Penalty: 5284.188477
	Iteration 111Q: 3 clusters Score -4180086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4180093.500000 Penalty: 5284.188477
	Iteration 112Q: 3 clusters Score -4180094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -4180097.500000 Penalty: 5284.188477
	Iteration 113Q: 3 clusters Score -4180098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -4180103.500000 Penalty: 5284.188477
	Iteration 114Q: 3 clusters Score -4180104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -4180105.750000 Penalty: 5284.188477
	Iteration 115Q: 3 clusters Score -4180106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -4180103.500000 Penalty: 5284.188477
	Iteration 116Q: 3 clusters Score -4180104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4180105.750000 Penalty: 5284.188477
	Iteration 117Q: 3 clusters Score -4180106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -4180099.250000 Penalty: 5284.188477
	Iteration 118Q: 3 clusters Score -4180099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4180108.250000 Penalty: 5284.188477
	Iteration 119Q: 3 clusters Score -4180108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -4180115.500000 Penalty: 5284.188477
	Iteration 120F: 3 clusters Score -4180116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -4180111.500000 Penalty: 5284.188477
	Iteration 121Q: 3 clusters Score -4180112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -4180114.750000 Penalty: 5284.188477
	Iteration 122Q: 3 clusters Score -4180115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -4180119.000000 Penalty: 5284.188477
	Iteration 123Q: 3 clusters Score -4180119 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -4180122.750000 Penalty: 5284.188477
	Iteration 124Q: 3 clusters Score -4180123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4180131.750000 Penalty: 5284.188477
	Iteration 125Q: 3 clusters Score -4180132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -4180143.250000 Penalty: 5284.188477
	Iteration 126Q: 3 clusters Score -4180143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -4180136.000000 Penalty: 5284.188477
	Iteration 127Q: 3 clusters Score -4180136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -4180142.500000 Penalty: 5284.188477
	Iteration 128Q: 3 clusters Score -4180142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -4180149.500000 Penalty: 5284.188477
	Iteration 129Q: 3 clusters Score -4180150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4180160.000000 Penalty: 5284.188477
	Iteration 130Q: 3 clusters Score -4180160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -4180164.250000 Penalty: 5284.188477
	Iteration 131Q: 3 clusters Score -4180164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -4180162.750000 Penalty: 5284.188477
	Iteration 132Q: 3 clusters Score -4180163 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -4180169.750000 Penalty: 5284.188477
	Iteration 133Q: 3 clusters Score -4180170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -4180181.500000 Penalty: 5284.188477
	Iteration 134Q: 3 clusters Score -4180182 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -4180189.750000 Penalty: 5284.188477
	Iteration 135Q: 3 clusters Score -4180190 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -4180194.250000 Penalty: 5284.188477
	Iteration 136Q: 3 clusters Score -4180194 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -4180212.750000 Penalty: 5284.188477
	Iteration 137Q: 3 clusters Score -4180213 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -4180242.250000 Penalty: 5284.188477
	Iteration 138Q: 3 clusters Score -4180242 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -4180248.500000 Penalty: 5284.188477
	Iteration 139Q: 3 clusters Score -4180248 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -4180250.500000 Penalty: 5284.188477
	Iteration 140F: 3 clusters Score -4180250 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -4180276.500000 Penalty: 5284.188477
	Iteration 141Q: 3 clusters Score -4180276 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -4180305.000000 Penalty: 5284.188477
	Iteration 142Q: 3 clusters Score -4180305 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -4180335.000000 Penalty: 5284.188477
	Iteration 143Q: 3 clusters Score -4180335 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4180349.000000 Penalty: 5284.188477
	Iteration 144Q: 3 clusters Score -4180349 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4180360.250000 Penalty: 5284.188477
	Iteration 145Q: 3 clusters Score -4180360 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -4180392.750000 Penalty: 5284.188477
	Iteration 146Q: 3 clusters Score -4180393 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -4180412.000000 Penalty: 5284.188477
	Iteration 147Q: 3 clusters Score -4180412 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -4180434.250000 Penalty: 5284.188477
	Iteration 148Q: 3 clusters Score -4180434 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -4180457.500000 Penalty: 5284.188477
	Iteration 149Q: 3 clusters Score -4180458 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -4180469.500000 Penalty: 5284.188477
	Iteration 150Q: 3 clusters Score -4180470 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -4180517.250000 Penalty: 5284.188477
	Iteration 151Q: 3 clusters Score -4180517 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -4180540.750000 Penalty: 5284.188477
	Iteration 152Q: 3 clusters Score -4180541 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -4180562.500000 Penalty: 5284.188477
	Iteration 153Q: 3 clusters Score -4180562 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -4180581.750000 Penalty: 5284.188477
	Iteration 154Q: 3 clusters Score -4180582 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -4180577.500000 Penalty: 5284.188477
	Iteration 155Q: 3 clusters Score -4180578 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -4180591.250000 Penalty: 5284.188477
	Iteration 156Q: 3 clusters Score -4180591 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -4180612.000000 Penalty: 5284.188477
	Iteration 157Q: 3 clusters Score -4180612 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -4180625.500000 Penalty: 5284.188477
	Iteration 158Q: 3 clusters Score -4180626 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -4180647.000000 Penalty: 5284.188477
	Iteration 159Q: 3 clusters Score -4180647 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -4180673.250000 Penalty: 5284.188477
	Iteration 160F: 3 clusters Score -4180673 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -4180695.250000 Penalty: 5284.188477
	Iteration 161Q: 3 clusters Score -4180695 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4180717.500000 Penalty: 5284.188477
	Iteration 162Q: 3 clusters Score -4180718 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -4180743.250000 Penalty: 5284.188477
	Iteration 163Q: 3 clusters Score -4180743 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -4180767.000000 Penalty: 5284.188477
	Iteration 164Q: 3 clusters Score -4180767 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -4180784.250000 Penalty: 5284.188477
	Iteration 165Q: 3 clusters Score -4180784 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -4180814.500000 Penalty: 5284.188477
	Iteration 166Q: 3 clusters Score -4180814 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -4180833.000000 Penalty: 5284.188477
	Iteration 167Q: 3 clusters Score -4180833 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -4180842.750000 Penalty: 5284.188477
	Iteration 168Q: 3 clusters Score -4180843 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -4180850.750000 Penalty: 5284.188477
	Iteration 169Q: 3 clusters Score -4180851 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -4180869.500000 Penalty: 5284.188477
	Iteration 170Q: 3 clusters Score -4180870 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -4180892.500000 Penalty: 5284.188477
	Iteration 171Q: 3 clusters Score -4180892 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -4180908.250000 Penalty: 5284.188477
	Iteration 172Q: 3 clusters Score -4180908 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -4180920.750000 Penalty: 5284.188477
	Iteration 173Q: 3 clusters Score -4180921 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -4180938.750000 Penalty: 5284.188477
	Iteration 174Q: 3 clusters Score -4180939 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4180947.250000 Penalty: 5284.188477
	Iteration 175Q: 3 clusters Score -4180947 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -4180964.500000 Penalty: 5284.188477
	Iteration 176Q: 3 clusters Score -4180964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -4180969.500000 Penalty: 5284.188477
	Iteration 177Q: 3 clusters Score -4180970 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -4180986.000000 Penalty: 5284.188477
	Iteration 178Q: 3 clusters Score -4180986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -4180999.500000 Penalty: 5284.188477
	Iteration 179Q: 3 clusters Score -4181000 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -4181007.750000 Penalty: 5284.188477
	Iteration 180F: 3 clusters Score -4181008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -4181014.750000 Penalty: 5284.188477
	Iteration 181Q: 3 clusters Score -4181015 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -4181016.250000 Penalty: 5284.188477
	Iteration 182Q: 3 clusters Score -4181016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -4181009.500000 Penalty: 5284.188477
	Iteration 183Q: 3 clusters Score -4181010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -4181023.250000 Penalty: 5284.188477
	Iteration 184Q: 3 clusters Score -4181023 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -4181029.250000 Penalty: 5284.188477
	Iteration 185Q: 3 clusters Score -4181029 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -4181026.750000 Penalty: 5284.188477
	Iteration 186Q: 3 clusters Score -4181027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -4181023.250000 Penalty: 5284.188477
	Iteration 187Q: 3 clusters Score -4181023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -4181031.000000 Penalty: 5284.188477
	Iteration 188Q: 3 clusters Score -4181031 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -4181031.000000 Penalty: 5284.188477
	Iteration 189Q: 3 clusters Score -4181031 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -4181035.250000 Penalty: 5284.188477
	Iteration 190Q: 3 clusters Score -4181035 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -4181039.000000 Penalty: 5284.188477
	Iteration 191Q: 3 clusters Score -4181039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -4181045.250000 Penalty: 5284.188477
	Iteration 192Q: 3 clusters Score -4181045 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -4181054.750000 Penalty: 5284.188477
	Iteration 193Q: 3 clusters Score -4181055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -4181065.250000 Penalty: 5284.188477
	Iteration 194Q: 3 clusters Score -4181065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -4181075.000000 Penalty: 5284.188477
	Iteration 195Q: 3 clusters Score -4181075 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -4181086.250000 Penalty: 5284.188477
	Iteration 196Q: 3 clusters Score -4181086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -4181093.000000 Penalty: 5284.188477
	Iteration 197Q: 3 clusters Score -4181093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -4181105.250000 Penalty: 5284.188477
	Iteration 198Q: 3 clusters Score -4181105 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -4181105.000000 Penalty: 5284.188477
	Iteration 199Q: 3 clusters Score -4181105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -4181100.500000 Penalty: 5284.188477
	Iteration 200F: 3 clusters Score -4181100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -4181098.750000 Penalty: 5284.188477
	Iteration 201Q: 3 clusters Score -4181099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -4181106.250000 Penalty: 5284.188477
	Iteration 202Q: 3 clusters Score -4181106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -4181111.750000 Penalty: 5284.188477
	Iteration 203Q: 3 clusters Score -4181112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -4181112.500000 Penalty: 5284.188477
	Iteration 204Q: 3 clusters Score -4181112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -4181110.500000 Penalty: 5284.188477
	Iteration 205Q: 3 clusters Score -4181110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -4181125.000000 Penalty: 5284.188477
	Iteration 206Q: 3 clusters Score -4181125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -4181126.250000 Penalty: 5284.188477
	Iteration 207Q: 3 clusters Score -4181126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -4181140.000000 Penalty: 5284.188477
	Iteration 208Q: 3 clusters Score -4181140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -4181146.500000 Penalty: 5284.188477
	Iteration 209Q: 3 clusters Score -4181146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -4181160.250000 Penalty: 5284.188477
	Iteration 210Q: 3 clusters Score -4181160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -4181164.750000 Penalty: 5284.188477
	Iteration 211Q: 3 clusters Score -4181165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -4181154.500000 Penalty: 5284.188477
	Iteration 212Q: 3 clusters Score -4181154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -4181154.250000 Penalty: 5284.188477
	Iteration 213Q: 3 clusters Score -4181154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -4181164.250000 Penalty: 5284.188477
	Iteration 214Q: 3 clusters Score -4181164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -4181161.000000 Penalty: 5284.188477
	Iteration 215Q: 3 clusters Score -4181161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -4181161.500000 Penalty: 5284.188477
	Iteration 216Q: 3 clusters Score -4181162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -4181152.750000 Penalty: 5284.188477
	Iteration 217Q: 3 clusters Score -4181153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -4181161.250000 Penalty: 5284.188477
	Iteration 218Q: 3 clusters Score -4181161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4181161.000000 Penalty: 5284.188477
	Iteration 219Q: 3 clusters Score -4181161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -4181165.250000 Penalty: 5284.188477
	Iteration 220F: 3 clusters Score -4181165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -4181160.500000 Penalty: 5284.188477
	Iteration 221Q: 3 clusters Score -4181160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -4181167.250000 Penalty: 5284.188477
	Iteration 222Q: 3 clusters Score -4181167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -4181168.250000 Penalty: 5284.188477
	Iteration 223Q: 3 clusters Score -4181168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -4181167.750000 Penalty: 5284.188477
	Iteration 224Q: 3 clusters Score -4181168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -4181171.000000 Penalty: 5284.188477
	Iteration 225Q: 3 clusters Score -4181171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -4181167.000000 Penalty: 5284.188477
	Iteration 226Q: 3 clusters Score -4181167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -4181166.500000 Penalty: 5284.188477
	Iteration 227Q: 3 clusters Score -4181166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -4181166.750000 Penalty: 5284.188477
	Iteration 228Q: 3 clusters Score -4181167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -4181166.750000 Penalty: 5284.188477
	Iteration 229Q: 3 clusters Score -4181167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -4181169.250000 Penalty: 5284.188477
	Iteration 230Q: 3 clusters Score -4181169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -4181164.000000 Penalty: 5284.188477
	Iteration 231Q: 3 clusters Score -4181164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -4181168.500000 Penalty: 5284.188477
	Iteration 232Q: 3 clusters Score -4181168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -4181165.750000 Penalty: 5284.188477
	Iteration 233Q: 3 clusters Score -4181166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -4181158.750000 Penalty: 5284.188477
	Iteration 234Q: 3 clusters Score -4181159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -4181166.000000 Penalty: 5284.188477
	Iteration 235Q: 3 clusters Score -4181166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -4181175.250000 Penalty: 5284.188477
	Iteration 236Q: 3 clusters Score -4181175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -4181175.250000 Penalty: 5284.188477
	Iteration 237Q: 3 clusters Score -4181175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -4181180.500000 Penalty: 5284.188477
	Iteration 238Q: 3 clusters Score -4181180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -4181175.750000 Penalty: 5284.188477
	Iteration 239Q: 3 clusters Score -4181176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -4181179.750000 Penalty: 5284.188477
	Iteration 240F: 3 clusters Score -4181180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -4181179.250000 Penalty: 5284.188477
	Iteration 241Q: 3 clusters Score -4181179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -4181173.250000 Penalty: 5284.188477
	Iteration 242Q: 3 clusters Score -4181173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -4181176.000000 Penalty: 5284.188477
	Iteration 243Q: 3 clusters Score -4181176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -4181181.750000 Penalty: 5284.188477
	Iteration 244Q: 3 clusters Score -4181182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -4181187.000000 Penalty: 5284.188477
	Iteration 245Q: 3 clusters Score -4181187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -4181185.250000 Penalty: 5284.188477
	Iteration 246Q: 3 clusters Score -4181185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -4181189.250000 Penalty: 5284.188477
	Iteration 247Q: 3 clusters Score -4181189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -4181203.500000 Penalty: 5284.188477
	Iteration 248Q: 3 clusters Score -4181204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -4181204.000000 Penalty: 5284.188477
	Iteration 249Q: 3 clusters Score -4181204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -4181208.500000 Penalty: 5284.188477
	Iteration 250Q: 3 clusters Score -4181208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -4181213.250000 Penalty: 5284.188477
	Iteration 251Q: 3 clusters Score -4181213 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -4181214.500000 Penalty: 5284.188477
	Iteration 252Q: 3 clusters Score -4181214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -4181214.750000 Penalty: 5284.188477
	Iteration 253Q: 3 clusters Score -4181215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -4181208.250000 Penalty: 5284.188477
	Iteration 254Q: 3 clusters Score -4181208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -4181218.250000 Penalty: 5284.188477
	Iteration 255Q: 3 clusters Score -4181218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -4181219.500000 Penalty: 5284.188477
	Iteration 256Q: 3 clusters Score -4181220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -4181230.750000 Penalty: 5284.188477
	Iteration 257Q: 3 clusters Score -4181231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -4181231.000000 Penalty: 5284.188477
	Iteration 258Q: 3 clusters Score -4181231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -4181243.250000 Penalty: 5284.188477
	Iteration 259Q: 3 clusters Score -4181243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -4181244.500000 Penalty: 5284.188477
	Iteration 260F: 3 clusters Score -4181244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -4181246.500000 Penalty: 5284.188477
	Iteration 261Q: 3 clusters Score -4181246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -4181251.250000 Penalty: 5284.188477
	Iteration 262Q: 3 clusters Score -4181251 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -4181257.750000 Penalty: 5284.188477
	Iteration 263Q: 3 clusters Score -4181258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -4181252.750000 Penalty: 5284.188477
	Iteration 264Q: 3 clusters Score -4181253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -4181253.250000 Penalty: 5284.188477
	Iteration 265Q: 3 clusters Score -4181253 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -4181262.500000 Penalty: 5284.188477
	Iteration 266Q: 3 clusters Score -4181262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -4181267.500000 Penalty: 5284.188477
	Iteration 267Q: 3 clusters Score -4181268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -4181262.000000 Penalty: 5284.188477
	Iteration 268Q: 3 clusters Score -4181262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -4181266.500000 Penalty: 5284.188477
	Iteration 269Q: 3 clusters Score -4181266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -4181274.000000 Penalty: 5284.188477
	Iteration 270Q: 3 clusters Score -4181274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -4181281.750000 Penalty: 5284.188477
	Iteration 271Q: 3 clusters Score -4181282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -4181278.000000 Penalty: 5284.188477
	Iteration 272Q: 3 clusters Score -4181278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -4181281.500000 Penalty: 5284.188477
	Iteration 273Q: 3 clusters Score -4181282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -4181277.000000 Penalty: 5284.188477
	Iteration 274Q: 3 clusters Score -4181277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -4181273.500000 Penalty: 5284.188477
	Iteration 275Q: 3 clusters Score -4181274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -4181273.000000 Penalty: 5284.188477
	Iteration 276Q: 3 clusters Score -4181273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -4181270.250000 Penalty: 5284.188477
	Iteration 277Q: 3 clusters Score -4181270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -4181268.000000 Penalty: 5284.188477
	Iteration 278Q: 3 clusters Score -4181268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -4181269.750000 Penalty: 5284.188477
	Iteration 279Q: 3 clusters Score -4181270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -4181267.750000 Penalty: 5284.188477
	Iteration 280F: 3 clusters Score -4181268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -4181275.000000 Penalty: 5284.188477
	Iteration 281Q: 3 clusters Score -4181275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -4181277.750000 Penalty: 5284.188477
	Iteration 282Q: 3 clusters Score -4181278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -4181273.000000 Penalty: 5284.188477
	Iteration 283Q: 3 clusters Score -4181273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -4181274.000000 Penalty: 5284.188477
	Iteration 284Q: 3 clusters Score -4181274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -4181272.250000 Penalty: 5284.188477
	Iteration 285Q: 3 clusters Score -4181272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -4181264.500000 Penalty: 5284.188477
	Iteration 286Q: 3 clusters Score -4181264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -4181274.500000 Penalty: 5284.188477
	Iteration 287Q: 3 clusters Score -4181274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -4181278.750000 Penalty: 5284.188477
	Iteration 288Q: 3 clusters Score -4181279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -4181279.250000 Penalty: 5284.188477
	Iteration 289Q: 3 clusters Score -4181279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -4181280.500000 Penalty: 5284.188477
	Iteration 290Q: 3 clusters Score -4181280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -4181277.750000 Penalty: 5284.188477
	Iteration 291Q: 3 clusters Score -4181278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -4181275.500000 Penalty: 5284.188477
	Iteration 292Q: 3 clusters Score -4181276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -4181274.500000 Penalty: 5284.188477
	Iteration 293Q: 3 clusters Score -4181274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -4181277.000000 Penalty: 5284.188477
	Iteration 294Q: 3 clusters Score -4181277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -4181286.000000 Penalty: 5284.188477
	Iteration 295Q: 3 clusters Score -4181286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -4181286.500000 Penalty: 5284.188477
	Iteration 296Q: 3 clusters Score -4181286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -4181288.750000 Penalty: 5284.188477
	Iteration 297Q: 3 clusters Score -4181289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -4181302.500000 Penalty: 5284.188477
	Iteration 298Q: 3 clusters Score -4181302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -4181295.750000 Penalty: 5284.188477
	Iteration 299Q: 3 clusters Score -4181296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -4181302.000000 Penalty: 5284.188477
	Iteration 300F: 3 clusters Score -4181302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -4181303.250000 Penalty: 5284.188477
	Iteration 301Q: 3 clusters Score -4181303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -4181311.250000 Penalty: 5284.188477
	Iteration 302Q: 3 clusters Score -4181311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -4181312.000000 Penalty: 5284.188477
	Iteration 303Q: 3 clusters Score -4181312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -4181327.500000 Penalty: 5284.188477
	Iteration 304Q: 3 clusters Score -4181328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -4181323.500000 Penalty: 5284.188477
	Iteration 305Q: 3 clusters Score -4181324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -4181322.750000 Penalty: 5284.188477
	Iteration 306Q: 3 clusters Score -4181323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -4181330.000000 Penalty: 5284.188477
	Iteration 307Q: 3 clusters Score -4181330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4181323.250000 Penalty: 5284.188477
	Iteration 308Q: 3 clusters Score -4181323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -4181322.250000 Penalty: 5284.188477
	Iteration 309Q: 3 clusters Score -4181322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -4181326.250000 Penalty: 5284.188477
	Iteration 310Q: 3 clusters Score -4181326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -4181324.750000 Penalty: 5284.188477
	Iteration 311Q: 3 clusters Score -4181325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -4181331.000000 Penalty: 5284.188477
	Iteration 312Q: 3 clusters Score -4181331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4181336.250000 Penalty: 5284.188477
	Iteration 313Q: 3 clusters Score -4181336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -4181330.500000 Penalty: 5284.188477
	Iteration 314Q: 3 clusters Score -4181330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -4181335.500000 Penalty: 5284.188477
	Iteration 315Q: 3 clusters Score -4181336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -4181340.000000 Penalty: 5284.188477
	Iteration 316Q: 3 clusters Score -4181340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -4181349.250000 Penalty: 5284.188477
	Iteration 317Q: 3 clusters Score -4181349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -4181349.750000 Penalty: 5284.188477
	Iteration 318Q: 3 clusters Score -4181350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -4181344.000000 Penalty: 5284.188477
	Iteration 319Q: 3 clusters Score -4181344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -4181352.500000 Penalty: 5284.188477
	Iteration 320F: 3 clusters Score -4181352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -4181362.250000 Penalty: 5284.188477
	Iteration 321Q: 3 clusters Score -4181362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -4181376.750000 Penalty: 5284.188477
	Iteration 322Q: 3 clusters Score -4181377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -4181385.000000 Penalty: 5284.188477
	Iteration 323Q: 3 clusters Score -4181385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -4181396.250000 Penalty: 5284.188477
	Iteration 324Q: 3 clusters Score -4181396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -4181392.000000 Penalty: 5284.188477
	Iteration 325Q: 3 clusters Score -4181392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -4181408.500000 Penalty: 5284.188477
	Iteration 326Q: 3 clusters Score -4181408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -4181418.250000 Penalty: 5284.188477
	Iteration 327Q: 3 clusters Score -4181418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -4181414.250000 Penalty: 5284.188477
	Iteration 328Q: 3 clusters Score -4181414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -4181430.500000 Penalty: 5284.188477
	Iteration 329Q: 3 clusters Score -4181430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -4181419.750000 Penalty: 5284.188477
	Iteration 330Q: 3 clusters Score -4181420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -4181417.500000 Penalty: 5284.188477
	Iteration 331Q: 3 clusters Score -4181418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -4181417.500000 Penalty: 5284.188477
	Iteration 332Q: 3 clusters Score -4181418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -4181431.750000 Penalty: 5284.188477
	Iteration 333Q: 3 clusters Score -4181432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -4181428.250000 Penalty: 5284.188477
	Iteration 334Q: 3 clusters Score -4181428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -4181434.750000 Penalty: 5284.188477
	Iteration 335Q: 3 clusters Score -4181435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4181442.000000 Penalty: 5284.188477
	Iteration 336Q: 3 clusters Score -4181442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4181450.000000 Penalty: 5284.188477
	Iteration 337Q: 3 clusters Score -4181450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4181450.000000 Penalty: 5284.188477
	Iteration 338Q: 3 clusters Score -4181450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -4181453.000000 Penalty: 5284.188477
	Iteration 339Q: 3 clusters Score -4181453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -4181442.000000 Penalty: 5284.188477
	Iteration 340F: 3 clusters Score -4181442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -4181447.500000 Penalty: 5284.188477
	Iteration 341Q: 3 clusters Score -4181448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -4181444.250000 Penalty: 5284.188477
	Iteration 342Q: 3 clusters Score -4181444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4181445.000000 Penalty: 5284.188477
	Iteration 343Q: 3 clusters Score -4181445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -4181448.250000 Penalty: 5284.188477
	Iteration 344Q: 3 clusters Score -4181448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -4181454.000000 Penalty: 5284.188477
	Iteration 345Q: 3 clusters Score -4181454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4181457.750000 Penalty: 5284.188477
	Iteration 346Q: 3 clusters Score -4181458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -4181461.250000 Penalty: 5284.188477
	Iteration 347Q: 3 clusters Score -4181461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4181461.000000 Penalty: 5284.188477
	Iteration 348Q: 3 clusters Score -4181461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -4181463.500000 Penalty: 5284.188477
	Iteration 349Q: 3 clusters Score -4181464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -4181461.500000 Penalty: 5284.188477
	Iteration 350Q: 3 clusters Score -4181462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -4181463.750000 Penalty: 5284.188477
	Iteration 351Q: 3 clusters Score -4181464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -4181465.500000 Penalty: 5284.188477
	Iteration 352Q: 3 clusters Score -4181466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -4181466.500000 Penalty: 5284.188477
	Iteration 353Q: 3 clusters Score -4181466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -4181467.250000 Penalty: 5284.188477
	Iteration 354Q: 3 clusters Score -4181467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -4181468.250000 Penalty: 5284.188477
	Iteration 355Q: 3 clusters Score -4181468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -4181473.500000 Penalty: 5284.188477
	Iteration 356Q: 3 clusters Score -4181474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -4181467.250000 Penalty: 5284.188477
	Iteration 357Q: 3 clusters Score -4181467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -4181465.000000 Penalty: 5284.188477
	Iteration 358Q: 3 clusters Score -4181465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -4181463.250000 Penalty: 5284.188477
	Iteration 359Q: 3 clusters Score -4181463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -4181464.000000 Penalty: 5284.188477
	Iteration 360F: 3 clusters Score -4181464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -4181461.250000 Penalty: 5284.188477
	Iteration 361Q: 3 clusters Score -4181461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -4181465.750000 Penalty: 5284.188477
	Iteration 362Q: 3 clusters Score -4181466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -4181468.500000 Penalty: 5284.188477
	Iteration 363Q: 3 clusters Score -4181468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -4181466.750000 Penalty: 5284.188477
	Iteration 364Q: 3 clusters Score -4181467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4181465.500000 Penalty: 5284.188477
	Iteration 365Q: 3 clusters Score -4181466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -4181465.500000 Penalty: 5284.188477
	Iteration 366Q: 3 clusters Score -4181466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -4181476.750000 Penalty: 5284.188477
	Iteration 367Q: 3 clusters Score -4181477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -4181473.750000 Penalty: 5284.188477
	Iteration 368Q: 3 clusters Score -4181474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -4181475.000000 Penalty: 5284.188477
	Iteration 369Q: 3 clusters Score -4181475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -4181473.500000 Penalty: 5284.188477
	Iteration 370Q: 3 clusters Score -4181474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4181474.500000 Penalty: 5284.188477
	Iteration 371Q: 3 clusters Score -4181474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -4181477.000000 Penalty: 5284.188477
	Iteration 372Q: 3 clusters Score -4181477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -4181476.750000 Penalty: 5284.188477
	Iteration 373Q: 3 clusters Score -4181477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -4181473.500000 Penalty: 5284.188477
	Iteration 374Q: 3 clusters Score -4181474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -4181473.500000 Penalty: 5284.188477
	Iteration 375F: 3 clusters Score -4181474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Entering Unmasked Estep 
Score: -224756.671875 Penalty: 1928.788696
	Iteration 0F: 2 clusters Score -224756.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -221878.406250 Penalty: 3857.577393
	Iteration 0F: 3 clusters Score -221878.4 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -222376.046875 Penalty: 3857.577393
	Iteration 1F: 3 clusters Score -222376 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -222521.187500 Penalty: 3857.577393
	Iteration 2F: 3 clusters Score -222521.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -222616.281250 Penalty: 3857.577393
	Iteration 3Q: 3 clusters Score -222616.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -222684.984375 Penalty: 3857.577393
	Iteration 4Q: 3 clusters Score -222685 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -222726.312500 Penalty: 3857.577393
	Iteration 5Q: 3 clusters Score -222726.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -222754.750000 Penalty: 3857.577393
	Iteration 6Q: 3 clusters Score -222754.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -222777.250000 Penalty: 3857.577393
	Iteration 7Q: 3 clusters Score -222777.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -222798.375000 Penalty: 3857.577393
	Iteration 8Q: 3 clusters Score -222798.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -222819.921875 Penalty: 3857.577393
	Iteration 9Q: 3 clusters Score -222819.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -222834.171875 Penalty: 3857.577393
	Iteration 10Q: 3 clusters Score -222834.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -222845.437500 Penalty: 3857.577393
	Iteration 11Q: 3 clusters Score -222845.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -222859.250000 Penalty: 3857.577393
	Iteration 12Q: 3 clusters Score -222859.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -222875.890625 Penalty: 3857.577393
	Iteration 13Q: 3 clusters Score -222875.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -222891.375000 Penalty: 3857.577393
	Iteration 14Q: 3 clusters Score -222891.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -222907.203125 Penalty: 3857.577393
	Iteration 15Q: 3 clusters Score -222907.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -222921.296875 Penalty: 3857.577393
	Iteration 16Q: 3 clusters Score -222921.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -222931.750000 Penalty: 3857.577393
	Iteration 17Q: 3 clusters Score -222931.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -222938.515625 Penalty: 3857.577393
	Iteration 18Q: 3 clusters Score -222938.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -222943.187500 Penalty: 3857.577393
	Iteration 19Q: 3 clusters Score -222943.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -222946.578125 Penalty: 3857.577393
	Iteration 20F: 3 clusters Score -222946.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -222948.859375 Penalty: 3857.577393
	Iteration 21Q: 3 clusters Score -222948.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -222952.609375 Penalty: 3857.577393
	Iteration 22Q: 3 clusters Score -222952.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -222955.453125 Penalty: 3857.577393
	Iteration 23Q: 3 clusters Score -222955.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -222960.062500 Penalty: 3857.577393
	Iteration 24Q: 3 clusters Score -222960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -222963.187500 Penalty: 3857.577393
	Iteration 25Q: 3 clusters Score -222963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -222965.500000 Penalty: 3857.577393
	Iteration 26Q: 3 clusters Score -222965.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -222967.906250 Penalty: 3857.577393
	Iteration 27Q: 3 clusters Score -222967.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -222972.890625 Penalty: 3857.577393
	Iteration 28Q: 3 clusters Score -222972.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -222979.250000 Penalty: 3857.577393
	Iteration 29Q: 3 clusters Score -222979.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -222987.593750 Penalty: 3857.577393
	Iteration 30Q: 3 clusters Score -222987.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -222990.062500 Penalty: 3857.577393
	Iteration 31Q: 3 clusters Score -222990.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -222994.406250 Penalty: 3857.577393
	Iteration 32Q: 3 clusters Score -222994.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -222997.640625 Penalty: 3857.577393
	Iteration 33Q: 3 clusters Score -222997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -223000.343750 Penalty: 3857.577393
	Iteration 34Q: 3 clusters Score -223000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -223000.343750 Penalty: 3857.577393
	Iteration 35F: 3 clusters Score -223000.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Entering Unmasked Estep 
Score: -324865.906250 Penalty: 2052.609131
	Iteration 0F: 2 clusters Score -324865.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -321092.625000 Penalty: 4105.218262
	Iteration 0F: 3 clusters Score -321092.6 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -322168.593750 Penalty: 4105.218262
	Iteration 1F: 3 clusters Score -322168.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -322616.156250 Penalty: 4105.218262
	Iteration 2F: 3 clusters Score -322616.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -323039.000000 Penalty: 4105.218262
	Iteration 3F: 3 clusters Score -323039 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -323342.625000 Penalty: 4105.218262
	Iteration 4F: 3 clusters Score -323342.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -323545.718750 Penalty: 4105.218262
	Iteration 5F: 3 clusters Score -323545.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -323643.656250 Penalty: 4105.218262
	Iteration 6Q: 3 clusters Score -323643.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -323703.062500 Penalty: 4105.218262
	Iteration 7Q: 3 clusters Score -323703.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -323751.406250 Penalty: 4105.218262
	Iteration 8Q: 3 clusters Score -323751.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -323783.687500 Penalty: 4105.218262
	Iteration 9Q: 3 clusters Score -323783.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -323813.781250 Penalty: 4105.218262
	Iteration 10Q: 3 clusters Score -323813.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -323833.718750 Penalty: 4105.218262
	Iteration 11Q: 3 clusters Score -323833.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -323849.312500 Penalty: 4105.218262
	Iteration 12Q: 3 clusters Score -323849.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -323861.687500 Penalty: 4105.218262
	Iteration 13Q: 3 clusters Score -323861.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -323873.812500 Penalty: 4105.218262
	Iteration 14Q: 3 clusters Score -323873.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -323881.156250 Penalty: 4105.218262
	Iteration 15Q: 3 clusters Score -323881.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -323886.437500 Penalty: 4105.218262
	Iteration 16Q: 3 clusters Score -323886.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -323891.375000 Penalty: 4105.218262
	Iteration 17Q: 3 clusters Score -323891.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -323895.062500 Penalty: 4105.218262
	Iteration 18Q: 3 clusters Score -323895.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -323898.750000 Penalty: 4105.218262
	Iteration 19Q: 3 clusters Score -323898.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -323902.343750 Penalty: 4105.218262
	Iteration 20F: 3 clusters Score -323902.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -323907.000000 Penalty: 4105.218262
	Iteration 21Q: 3 clusters Score -323907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -323909.812500 Penalty: 4105.218262
	Iteration 22Q: 3 clusters Score -323909.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -323912.468750 Penalty: 4105.218262
	Iteration 23Q: 3 clusters Score -323912.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -323913.625000 Penalty: 4105.218262
	Iteration 24Q: 3 clusters Score -323913.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -323915.156250 Penalty: 4105.218262
	Iteration 25Q: 3 clusters Score -323915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -323915.468750 Penalty: 4105.218262
	Iteration 26Q: 3 clusters Score -323915.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -323915.437500 Penalty: 4105.218262
	Iteration 27Q: 3 clusters Score -323915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -323916.343750 Penalty: 4105.218262
	Iteration 28Q: 3 clusters Score -323916.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -323916.968750 Penalty: 4105.218262
	Iteration 29Q: 3 clusters Score -323917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -323916.843750 Penalty: 4105.218262
	Iteration 30Q: 3 clusters Score -323916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -323917.156250 Penalty: 4105.218262
	Iteration 31Q: 3 clusters Score -323917.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -323917.156250 Penalty: 4105.218262
	Iteration 32F: 3 clusters Score -323917.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Entering Unmasked Estep 
Score: -1731629.625000 Penalty: 2427.303955
	Iteration 0F: 2 clusters Score -1731630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1719074.000000 Penalty: 4854.607910
	Iteration 0F: 3 clusters Score -1719074 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1723214.875000 Penalty: 4854.607910
	Iteration 1F: 3 clusters Score -1723215 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1723873.500000 Penalty: 4854.607910
	Iteration 2F: 3 clusters Score -1723874 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1724751.625000 Penalty: 4854.607910
	Iteration 3F: 3 clusters Score -1724752 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1725848.125000 Penalty: 4854.607910
	Iteration 4F: 3 clusters Score -1725848 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1727068.125000 Penalty: 4854.607910
	Iteration 5F: 3 clusters Score -1727068 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1728326.625000 Penalty: 4854.607910
	Iteration 6F: 3 clusters Score -1728327 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1729398.250000 Penalty: 4854.607910
	Iteration 7F: 3 clusters Score -1729398 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1730185.250000 Penalty: 4854.607910
	Iteration 8F: 3 clusters Score -1730185 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1730732.625000 Penalty: 4854.607910
	Iteration 9Q: 3 clusters Score -1730733 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1731078.375000 Penalty: 4854.607910
	Iteration 10Q: 3 clusters Score -1731078 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1731315.500000 Penalty: 4854.607910
	Iteration 11Q: 3 clusters Score -1731316 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1731468.375000 Penalty: 4854.607910
	Iteration 12Q: 3 clusters Score -1731468 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1731552.000000 Penalty: 4854.607910
	Iteration 13Q: 3 clusters Score -1731552 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1731605.625000 Penalty: 4854.607910
	Iteration 14Q: 3 clusters Score -1731606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1731647.750000 Penalty: 4854.607910
	Iteration 15Q: 3 clusters Score -1731648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1731658.125000 Penalty: 4854.607910
	Iteration 16Q: 3 clusters Score -1731658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1731662.000000 Penalty: 4854.607910
	Iteration 17Q: 3 clusters Score -1731662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1731664.875000 Penalty: 4854.607910
	Iteration 18Q: 3 clusters Score -1731665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1731670.500000 Penalty: 4854.607910
	Iteration 19Q: 3 clusters Score -1731670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1731671.875000 Penalty: 4854.607910
	Iteration 20F: 3 clusters Score -1731672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1731670.750000 Penalty: 4854.607910
	Iteration 21Q: 3 clusters Score -1731671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1731678.250000 Penalty: 4854.607910
	Iteration 22Q: 3 clusters Score -1731678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1731681.625000 Penalty: 4854.607910
	Iteration 23Q: 3 clusters Score -1731682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1731681.125000 Penalty: 4854.607910
	Iteration 24Q: 3 clusters Score -1731681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1731683.000000 Penalty: 4854.607910
	Iteration 25Q: 3 clusters Score -1731683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1731682.875000 Penalty: 4854.607910
	Iteration 26Q: 3 clusters Score -1731683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1731681.875000 Penalty: 4854.607910
	Iteration 27Q: 3 clusters Score -1731682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1731680.875000 Penalty: 4854.607910
	Iteration 28Q: 3 clusters Score -1731681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1731687.625000 Penalty: 4854.607910
	Iteration 29Q: 3 clusters Score -1731688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1731686.500000 Penalty: 4854.607910
	Iteration 30Q: 3 clusters Score -1731686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1731686.500000 Penalty: 4854.607910
	Iteration 31F: 3 clusters Score -1731686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 280931 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 7 contains 209630 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 164431 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 231682 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 27804 members 
Mstep: Class 19 contains 26030 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 42345 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 16867 members 
Mstep: Class 25 contains 70526 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 195317 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 43797 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 5173 members 
Mstep: Class 35 contains 4428 members 
Mstep: Class 36 contains 943 members 
Entering Unmasked Estep 
Score: -157148608.000000 Penalty: 127643.281250
Splitting cluster 24 changes total score from -157150480.000000 to -157148608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (70526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Entering Unmasked Estep 
Score: -7159347.500000 Penalty: 2768.606689
	Iteration 0F: 2 clusters Score -7159348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -7111996.500000 Penalty: 5537.213379
	Iteration 0F: 3 clusters Score -7111996 nChanged 32909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -7130556.500000 Penalty: 5537.213379
	Iteration 1F: 3 clusters Score -7130556 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -7131711.500000 Penalty: 5537.213379
	Iteration 2Q: 3 clusters Score -7131712 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -7133537.000000 Penalty: 5537.213379
	Iteration 3F: 3 clusters Score -7133537 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -7136632.000000 Penalty: 5537.213379
	Iteration 4F: 3 clusters Score -7136632 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -7141360.500000 Penalty: 5537.213379
	Iteration 5F: 3 clusters Score -7141360 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -7147161.500000 Penalty: 5537.213379
	Iteration 6F: 3 clusters Score -7147162 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -7151888.500000 Penalty: 5537.213379
	Iteration 7F: 3 clusters Score -7151888 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -7154705.000000 Penalty: 5537.213379
	Iteration 8Q: 3 clusters Score -7154705 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -7155968.000000 Penalty: 5537.213379
	Iteration 9Q: 3 clusters Score -7155968 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -7156436.000000 Penalty: 5537.213379
	Iteration 10Q: 3 clusters Score -7156436 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -7156632.500000 Penalty: 5537.213379
	Iteration 11Q: 3 clusters Score -7156632 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -7156737.500000 Penalty: 5537.213379
	Iteration 12Q: 3 clusters Score -7156738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 70206 members 
Entering Unmasked Estep 
Score: -7156790.500000 Penalty: 5537.213379
	Iteration 13Q: 3 clusters Score -7156790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -7156813.000000 Penalty: 5537.213379
	Iteration 14Q: 3 clusters Score -7156813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -7156835.000000 Penalty: 5537.213379
	Iteration 15Q: 3 clusters Score -7156835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -7156838.500000 Penalty: 5537.213379
	Iteration 16Q: 3 clusters Score -7156838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -7156847.000000 Penalty: 5537.213379
	Iteration 17Q: 3 clusters Score -7156847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -7156845.000000 Penalty: 5537.213379
	Iteration 18Q: 3 clusters Score -7156845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 70241 members 
Entering Unmasked Estep 
Score: -7156841.500000 Penalty: 5537.213379
	Iteration 19Q: 3 clusters Score -7156842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -7156845.500000 Penalty: 5537.213379
	Iteration 20F: 3 clusters Score -7156846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -7156840.000000 Penalty: 5537.213379
	Iteration 21Q: 3 clusters Score -7156840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -7156848.000000 Penalty: 5537.213379
	Iteration 22Q: 3 clusters Score -7156848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -7156850.500000 Penalty: 5537.213379
	Iteration 23Q: 3 clusters Score -7156850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -7156853.000000 Penalty: 5537.213379
	Iteration 24Q: 3 clusters Score -7156853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -7156853.000000 Penalty: 5537.213379
	Iteration 25Q: 3 clusters Score -7156853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -7156853.000000 Penalty: 5537.213379
	Iteration 26F: 3 clusters Score -7156853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Entering Unmasked Estep 
Score: -1498045.875000 Penalty: 2388.509766
	Iteration 0F: 2 clusters Score -1498046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1486949.000000 Penalty: 4777.019531
	Iteration 0F: 3 clusters Score -1486949 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1490463.375000 Penalty: 4777.019531
	Iteration 1F: 3 clusters Score -1490463 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1490881.000000 Penalty: 4777.019531
	Iteration 2F: 3 clusters Score -1490881 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1491300.000000 Penalty: 4777.019531
	Iteration 3F: 3 clusters Score -1491300 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1491771.875000 Penalty: 4777.019531
	Iteration 4F: 3 clusters Score -1491772 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1492354.250000 Penalty: 4777.019531
	Iteration 5F: 3 clusters Score -1492354 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1493012.625000 Penalty: 4777.019531
	Iteration 6F: 3 clusters Score -1493013 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1493703.875000 Penalty: 4777.019531
	Iteration 7F: 3 clusters Score -1493704 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1494446.500000 Penalty: 4777.019531
	Iteration 8F: 3 clusters Score -1494446 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1495207.375000 Penalty: 4777.019531
	Iteration 9Q: 3 clusters Score -1495207 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1496077.750000 Penalty: 4777.019531
	Iteration 10Q: 3 clusters Score -1496078 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1496867.125000 Penalty: 4777.019531
	Iteration 11Q: 3 clusters Score -1496867 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1497398.000000 Penalty: 4777.019531
	Iteration 12Q: 3 clusters Score -1497398 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1497665.125000 Penalty: 4777.019531
	Iteration 13Q: 3 clusters Score -1497665 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1497748.625000 Penalty: 4777.019531
	Iteration 14Q: 3 clusters Score -1497749 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1497776.375000 Penalty: 4777.019531
	Iteration 15Q: 3 clusters Score -1497776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1497780.000000 Penalty: 4777.019531
	Iteration 16Q: 3 clusters Score -1497780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1497783.750000 Penalty: 4777.019531
	Iteration 17Q: 3 clusters Score -1497784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1497789.375000 Penalty: 4777.019531
	Iteration 18Q: 3 clusters Score -1497789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1497792.125000 Penalty: 4777.019531
	Iteration 19Q: 3 clusters Score -1497792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1497791.375000 Penalty: 4777.019531
	Iteration 20F: 3 clusters Score -1497791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1497796.125000 Penalty: 4777.019531
	Iteration 21Q: 3 clusters Score -1497796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1497796.625000 Penalty: 4777.019531
	Iteration 22Q: 3 clusters Score -1497797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1497800.125000 Penalty: 4777.019531
	Iteration 23Q: 3 clusters Score -1497800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1497799.250000 Penalty: 4777.019531
	Iteration 24Q: 3 clusters Score -1497799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1497798.875000 Penalty: 4777.019531
	Iteration 25Q: 3 clusters Score -1497799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1497801.750000 Penalty: 4777.019531
	Iteration 26Q: 3 clusters Score -1497802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1497800.625000 Penalty: 4777.019531
	Iteration 27Q: 3 clusters Score -1497801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1497799.125000 Penalty: 4777.019531
	Iteration 28Q: 3 clusters Score -1497799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1497800.625000 Penalty: 4777.019531
	Iteration 29Q: 3 clusters Score -1497801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1497800.625000 Penalty: 4777.019531
	Iteration 30F: 3 clusters Score -1497801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (195317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195317 members 
Entering Unmasked Estep 
Score: -19604210.000000 Penalty: 3021.229980
	Iteration 0F: 2 clusters Score -1.960421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97383 members 
Mstep: Class 2 contains 97934 members 
Entering Unmasked Estep 
Score: -19473544.000000 Penalty: 6042.459961
	Iteration 0F: 3 clusters Score -1.947354e+07 nChanged 94143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93076 members 
Mstep: Class 2 contains 102241 members 
Entering Unmasked Estep 
Score: -19528720.000000 Penalty: 6042.459961
	Iteration 1F: 3 clusters Score -1.952872e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90311 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -19529900.000000 Penalty: 6042.459961
	Iteration 2Q: 3 clusters Score -1.95299e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86056 members 
Mstep: Class 2 contains 109261 members 
Entering Unmasked Estep 
Score: -19531606.000000 Penalty: 6042.459961
	Iteration 3Q: 3 clusters Score -1.953161e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 115753 members 
Entering Unmasked Estep 
Score: -19534534.000000 Penalty: 6042.459961
	Iteration 4Q: 3 clusters Score -1.953453e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69895 members 
Mstep: Class 2 contains 125422 members 
Entering Unmasked Estep 
Score: -19539670.000000 Penalty: 6042.459961
	Iteration 5F: 3 clusters Score -1.953967e+07 nChanged 13611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 138951 members 
Entering Unmasked Estep 
Score: -19548906.000000 Penalty: 6042.459961
	Iteration 6F: 3 clusters Score -1.954891e+07 nChanged 17350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 156297 members 
Entering Unmasked Estep 
Score: -19563856.000000 Penalty: 6042.459961
	Iteration 7F: 3 clusters Score -1.956386e+07 nChanged 17931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 174228 members 
Entering Unmasked Estep 
Score: -19581168.000000 Penalty: 6042.459961
	Iteration 8F: 3 clusters Score -1.958117e+07 nChanged 12782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 187010 members 
Entering Unmasked Estep 
Score: -19593736.000000 Penalty: 6042.459961
	Iteration 9F: 3 clusters Score -1.959374e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 192780 members 
Entering Unmasked Estep 
Score: -19599148.000000 Penalty: 6042.459961
	Iteration 10Q: 3 clusters Score -1.959915e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 194486 members 
Entering Unmasked Estep 
Score: -19600768.000000 Penalty: 6042.459961
	Iteration 11Q: 3 clusters Score -1.960077e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 194907 members 
Entering Unmasked Estep 
Score: -19601218.000000 Penalty: 6042.459961
	Iteration 12Q: 3 clusters Score -1.960122e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 195011 members 
Entering Unmasked Estep 
Score: -19601370.000000 Penalty: 6042.459961
	Iteration 13Q: 3 clusters Score -1.960137e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 195045 members 
Entering Unmasked Estep 
Score: -19601442.000000 Penalty: 6042.459961
	Iteration 14Q: 3 clusters Score -1.960144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 195049 members 
Entering Unmasked Estep 
Score: -19601452.000000 Penalty: 6042.459961
	Iteration 15Q: 3 clusters Score -1.960145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 195057 members 
Entering Unmasked Estep 
Score: -19601472.000000 Penalty: 6042.459961
	Iteration 16Q: 3 clusters Score -1.960147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 195060 members 
Entering Unmasked Estep 
Score: -19601482.000000 Penalty: 6042.459961
	Iteration 17Q: 3 clusters Score -1.960148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 195065 members 
Entering Unmasked Estep 
Score: -19601494.000000 Penalty: 6042.459961
	Iteration 18Q: 3 clusters Score -1.960149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 195066 members 
Entering Unmasked Estep 
Score: -19601486.000000 Penalty: 6042.459961
	Iteration 19Q: 3 clusters Score -1.960149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 195070 members 
Entering Unmasked Estep 
Score: -19601518.000000 Penalty: 6042.459961
	Iteration 20F: 3 clusters Score -1.960152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 195074 members 
Entering Unmasked Estep 
Score: -19601526.000000 Penalty: 6042.459961
	Iteration 21Q: 3 clusters Score -1.960153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 195077 members 
Entering Unmasked Estep 
Score: -19601524.000000 Penalty: 6042.459961
	Iteration 22Q: 3 clusters Score -1.960152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 195079 members 
Entering Unmasked Estep 
Score: -19601534.000000 Penalty: 6042.459961
	Iteration 23Q: 3 clusters Score -1.960153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 195079 members 
Entering Unmasked Estep 
Score: -19601544.000000 Penalty: 6042.459961
	Iteration 24Q: 3 clusters Score -1.960154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 195080 members 
Entering Unmasked Estep 
Score: -19601548.000000 Penalty: 6042.459961
	Iteration 25Q: 3 clusters Score -1.960155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 195082 members 
Entering Unmasked Estep 
Score: -19601538.000000 Penalty: 6042.459961
	Iteration 26Q: 3 clusters Score -1.960154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195081 members 
Entering Unmasked Estep 
Score: -19601546.000000 Penalty: 6042.459961
	Iteration 27Q: 3 clusters Score -1.960155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 195080 members 
Entering Unmasked Estep 
Score: -19601552.000000 Penalty: 6042.459961
	Iteration 28Q: 3 clusters Score -1.960155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 195080 members 
Entering Unmasked Estep 
Score: -19601552.000000 Penalty: 6042.459961
	Iteration 29F: 3 clusters Score -1.960155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Entering Unmasked Estep 
Score: -953141.062500 Penalty: 2273.704590
	Iteration 0F: 2 clusters Score -953141.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -945725.562500 Penalty: 4547.409180
	Iteration 0F: 3 clusters Score -945725.6 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -947887.000000 Penalty: 4547.409180
	Iteration 1F: 3 clusters Score -947887 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -948165.437500 Penalty: 4547.409180
	Iteration 2F: 3 clusters Score -948165.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -948370.250000 Penalty: 4547.409180
	Iteration 3Q: 3 clusters Score -948370.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -948553.750000 Penalty: 4547.409180
	Iteration 4Q: 3 clusters Score -948553.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -948779.500000 Penalty: 4547.409180
	Iteration 5Q: 3 clusters Score -948779.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -949116.500000 Penalty: 4547.409180
	Iteration 6Q: 3 clusters Score -949116.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -949498.000000 Penalty: 4547.409180
	Iteration 7Q: 3 clusters Score -949498 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -949859.312500 Penalty: 4547.409180
	Iteration 8Q: 3 clusters Score -949859.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -950161.187500 Penalty: 4547.409180
	Iteration 9Q: 3 clusters Score -950161.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -950445.187500 Penalty: 4547.409180
	Iteration 10Q: 3 clusters Score -950445.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -950693.062500 Penalty: 4547.409180
	Iteration 11Q: 3 clusters Score -950693.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -950889.937500 Penalty: 4547.409180
	Iteration 12Q: 3 clusters Score -950889.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -951075.250000 Penalty: 4547.409180
	Iteration 13Q: 3 clusters Score -951075.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -951241.937500 Penalty: 4547.409180
	Iteration 14Q: 3 clusters Score -951241.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -951371.875000 Penalty: 4547.409180
	Iteration 15Q: 3 clusters Score -951371.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -951480.500000 Penalty: 4547.409180
	Iteration 16Q: 3 clusters Score -951480.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -951587.312500 Penalty: 4547.409180
	Iteration 17Q: 3 clusters Score -951587.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -951658.312500 Penalty: 4547.409180
	Iteration 18Q: 3 clusters Score -951658.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -951716.437500 Penalty: 4547.409180
	Iteration 19Q: 3 clusters Score -951716.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -951757.125000 Penalty: 4547.409180
	Iteration 20F: 3 clusters Score -951757.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -951789.937500 Penalty: 4547.409180
	Iteration 21Q: 3 clusters Score -951789.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -951814.437500 Penalty: 4547.409180
	Iteration 22Q: 3 clusters Score -951814.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -951833.812500 Penalty: 4547.409180
	Iteration 23Q: 3 clusters Score -951833.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -951850.062500 Penalty: 4547.409180
	Iteration 24Q: 3 clusters Score -951850.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -951855.250000 Penalty: 4547.409180
	Iteration 25Q: 3 clusters Score -951855.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -951861.687500 Penalty: 4547.409180
	Iteration 26Q: 3 clusters Score -951861.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -951864.000000 Penalty: 4547.409180
	Iteration 27Q: 3 clusters Score -951864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -951865.250000 Penalty: 4547.409180
	Iteration 28Q: 3 clusters Score -951865.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -951869.125000 Penalty: 4547.409180
	Iteration 29Q: 3 clusters Score -951869.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -951869.625000 Penalty: 4547.409180
	Iteration 30Q: 3 clusters Score -951869.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -951871.250000 Penalty: 4547.409180
	Iteration 31Q: 3 clusters Score -951871.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -951873.437500 Penalty: 4547.409180
	Iteration 32Q: 3 clusters Score -951873.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -951875.812500 Penalty: 4547.409180
	Iteration 33Q: 3 clusters Score -951875.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -951876.875000 Penalty: 4547.409180
	Iteration 34Q: 3 clusters Score -951876.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -951881.875000 Penalty: 4547.409180
	Iteration 35Q: 3 clusters Score -951881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -951881.187500 Penalty: 4547.409180
	Iteration 36Q: 3 clusters Score -951881.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -951884.375000 Penalty: 4547.409180
	Iteration 37Q: 3 clusters Score -951884.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -951886.250000 Penalty: 4547.409180
	Iteration 38Q: 3 clusters Score -951886.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -951888.625000 Penalty: 4547.409180
	Iteration 39Q: 3 clusters Score -951888.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -951887.750000 Penalty: 4547.409180
	Iteration 40F: 3 clusters Score -951887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -951888.437500 Penalty: 4547.409180
	Iteration 41Q: 3 clusters Score -951888.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -951889.625000 Penalty: 4547.409180
	Iteration 42Q: 3 clusters Score -951889.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -951889.625000 Penalty: 4547.409180
	Iteration 43F: 3 clusters Score -951889.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Entering Unmasked Estep 
Score: -1183302.750000 Penalty: 2333.743652
	Iteration 0F: 2 clusters Score -1183303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1174248.500000 Penalty: 4667.487305
	Iteration 0F: 3 clusters Score -1174248 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1177247.000000 Penalty: 4667.487305
	Iteration 1F: 3 clusters Score -1177247 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1177767.500000 Penalty: 4667.487305
	Iteration 2F: 3 clusters Score -1177768 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1178247.500000 Penalty: 4667.487305
	Iteration 3F: 3 clusters Score -1178248 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1178749.125000 Penalty: 4667.487305
	Iteration 4F: 3 clusters Score -1178749 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1179205.500000 Penalty: 4667.487305
	Iteration 5F: 3 clusters Score -1179206 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1179594.375000 Penalty: 4667.487305
	Iteration 6F: 3 clusters Score -1179594 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1179988.125000 Penalty: 4667.487305
	Iteration 7Q: 3 clusters Score -1179988 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1180384.125000 Penalty: 4667.487305
	Iteration 8Q: 3 clusters Score -1180384 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1180726.250000 Penalty: 4667.487305
	Iteration 9Q: 3 clusters Score -1180726 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1180994.250000 Penalty: 4667.487305
	Iteration 10Q: 3 clusters Score -1180994 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1181226.500000 Penalty: 4667.487305
	Iteration 11Q: 3 clusters Score -1181226 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1181385.250000 Penalty: 4667.487305
	Iteration 12Q: 3 clusters Score -1181385 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1181497.500000 Penalty: 4667.487305
	Iteration 13Q: 3 clusters Score -1181498 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1181593.250000 Penalty: 4667.487305
	Iteration 14Q: 3 clusters Score -1181593 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1181672.125000 Penalty: 4667.487305
	Iteration 15Q: 3 clusters Score -1181672 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1181735.125000 Penalty: 4667.487305
	Iteration 16Q: 3 clusters Score -1181735 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1181784.375000 Penalty: 4667.487305
	Iteration 17Q: 3 clusters Score -1181784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1181836.250000 Penalty: 4667.487305
	Iteration 18Q: 3 clusters Score -1181836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1181882.250000 Penalty: 4667.487305
	Iteration 19Q: 3 clusters Score -1181882 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1181929.875000 Penalty: 4667.487305
	Iteration 20F: 3 clusters Score -1181930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1181983.125000 Penalty: 4667.487305
	Iteration 21Q: 3 clusters Score -1181983 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1182034.750000 Penalty: 4667.487305
	Iteration 22Q: 3 clusters Score -1182035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1182084.750000 Penalty: 4667.487305
	Iteration 23Q: 3 clusters Score -1182085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1182133.125000 Penalty: 4667.487305
	Iteration 24Q: 3 clusters Score -1182133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1182164.375000 Penalty: 4667.487305
	Iteration 25Q: 3 clusters Score -1182164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1182188.875000 Penalty: 4667.487305
	Iteration 26Q: 3 clusters Score -1182189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1182209.125000 Penalty: 4667.487305
	Iteration 27Q: 3 clusters Score -1182209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1182232.375000 Penalty: 4667.487305
	Iteration 28Q: 3 clusters Score -1182232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1182254.125000 Penalty: 4667.487305
	Iteration 29Q: 3 clusters Score -1182254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1182273.125000 Penalty: 4667.487305
	Iteration 30Q: 3 clusters Score -1182273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1182287.125000 Penalty: 4667.487305
	Iteration 31Q: 3 clusters Score -1182287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1182299.125000 Penalty: 4667.487305
	Iteration 32Q: 3 clusters Score -1182299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1182307.250000 Penalty: 4667.487305
	Iteration 33Q: 3 clusters Score -1182307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1182315.875000 Penalty: 4667.487305
	Iteration 34Q: 3 clusters Score -1182316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1182333.500000 Penalty: 4667.487305
	Iteration 35Q: 3 clusters Score -1182334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1182345.375000 Penalty: 4667.487305
	Iteration 36Q: 3 clusters Score -1182345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1182351.625000 Penalty: 4667.487305
	Iteration 37Q: 3 clusters Score -1182352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1182357.750000 Penalty: 4667.487305
	Iteration 38Q: 3 clusters Score -1182358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1182360.000000 Penalty: 4667.487305
	Iteration 39Q: 3 clusters Score -1182360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1182360.875000 Penalty: 4667.487305
	Iteration 40F: 3 clusters Score -1182361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1182364.500000 Penalty: 4667.487305
	Iteration 41Q: 3 clusters Score -1182364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1182367.125000 Penalty: 4667.487305
	Iteration 42Q: 3 clusters Score -1182367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1182368.625000 Penalty: 4667.487305
	Iteration 43Q: 3 clusters Score -1182369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1182368.375000 Penalty: 4667.487305
	Iteration 44Q: 3 clusters Score -1182368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1182374.375000 Penalty: 4667.487305
	Iteration 45Q: 3 clusters Score -1182374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1182376.750000 Penalty: 4667.487305
	Iteration 46Q: 3 clusters Score -1182377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1182378.125000 Penalty: 4667.487305
	Iteration 47Q: 3 clusters Score -1182378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1182380.250000 Penalty: 4667.487305
	Iteration 48Q: 3 clusters Score -1182380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1182381.875000 Penalty: 4667.487305
	Iteration 49Q: 3 clusters Score -1182382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1182384.750000 Penalty: 4667.487305
	Iteration 50Q: 3 clusters Score -1182385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1182385.750000 Penalty: 4667.487305
	Iteration 51Q: 3 clusters Score -1182386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1182389.250000 Penalty: 4667.487305
	Iteration 52Q: 3 clusters Score -1182389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1182388.500000 Penalty: 4667.487305
	Iteration 53Q: 3 clusters Score -1182388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1182388.500000 Penalty: 4667.487305
	Iteration 54F: 3 clusters Score -1182388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Entering Unmasked Estep 
Score: -1565130.750000 Penalty: 2402.470703
	Iteration 0F: 2 clusters Score -1565131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1553544.375000 Penalty: 4804.941406
	Iteration 0F: 3 clusters Score -1553544 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1557419.000000 Penalty: 4804.941406
	Iteration 1F: 3 clusters Score -1557419 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1557871.375000 Penalty: 4804.941406
	Iteration 2F: 3 clusters Score -1557871 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1558263.000000 Penalty: 4804.941406
	Iteration 3F: 3 clusters Score -1558263 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1558692.375000 Penalty: 4804.941406
	Iteration 4Q: 3 clusters Score -1558692 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1559198.750000 Penalty: 4804.941406
	Iteration 5F: 3 clusters Score -1559199 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1559741.000000 Penalty: 4804.941406
	Iteration 6F: 3 clusters Score -1559741 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1560275.750000 Penalty: 4804.941406
	Iteration 7Q: 3 clusters Score -1560276 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1560792.250000 Penalty: 4804.941406
	Iteration 8Q: 3 clusters Score -1560792 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1561233.000000 Penalty: 4804.941406
	Iteration 9Q: 3 clusters Score -1561233 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1561653.125000 Penalty: 4804.941406
	Iteration 10Q: 3 clusters Score -1561653 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1561993.500000 Penalty: 4804.941406
	Iteration 11Q: 3 clusters Score -1561994 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1562229.250000 Penalty: 4804.941406
	Iteration 12Q: 3 clusters Score -1562229 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1562389.250000 Penalty: 4804.941406
	Iteration 13Q: 3 clusters Score -1562389 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1562527.125000 Penalty: 4804.941406
	Iteration 14Q: 3 clusters Score -1562527 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1562689.000000 Penalty: 4804.941406
	Iteration 15Q: 3 clusters Score -1562689 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1562853.250000 Penalty: 4804.941406
	Iteration 16Q: 3 clusters Score -1562853 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1563007.250000 Penalty: 4804.941406
	Iteration 17Q: 3 clusters Score -1563007 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1563123.125000 Penalty: 4804.941406
	Iteration 18Q: 3 clusters Score -1563123 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1563206.000000 Penalty: 4804.941406
	Iteration 19Q: 3 clusters Score -1563206 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1563267.750000 Penalty: 4804.941406
	Iteration 20F: 3 clusters Score -1563268 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1563317.500000 Penalty: 4804.941406
	Iteration 21Q: 3 clusters Score -1563318 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1563346.375000 Penalty: 4804.941406
	Iteration 22Q: 3 clusters Score -1563346 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1563362.000000 Penalty: 4804.941406
	Iteration 23Q: 3 clusters Score -1563362 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1563372.750000 Penalty: 4804.941406
	Iteration 24Q: 3 clusters Score -1563373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1563381.625000 Penalty: 4804.941406
	Iteration 25Q: 3 clusters Score -1563382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1563386.750000 Penalty: 4804.941406
	Iteration 26Q: 3 clusters Score -1563387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1563386.125000 Penalty: 4804.941406
	Iteration 27Q: 3 clusters Score -1563386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1563388.000000 Penalty: 4804.941406
	Iteration 28Q: 3 clusters Score -1563388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1563394.250000 Penalty: 4804.941406
	Iteration 29Q: 3 clusters Score -1563394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1563401.000000 Penalty: 4804.941406
	Iteration 30Q: 3 clusters Score -1563401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1563399.875000 Penalty: 4804.941406
	Iteration 31Q: 3 clusters Score -1563400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1563398.625000 Penalty: 4804.941406
	Iteration 32Q: 3 clusters Score -1563399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1563399.500000 Penalty: 4804.941406
	Iteration 33Q: 3 clusters Score -1563400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1563399.000000 Penalty: 4804.941406
	Iteration 34Q: 3 clusters Score -1563399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1563400.250000 Penalty: 4804.941406
	Iteration 35Q: 3 clusters Score -1563400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1563402.250000 Penalty: 4804.941406
	Iteration 36Q: 3 clusters Score -1563402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1563402.250000 Penalty: 4804.941406
	Iteration 37Q: 3 clusters Score -1563402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1563400.750000 Penalty: 4804.941406
	Iteration 38Q: 3 clusters Score -1563401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1563402.250000 Penalty: 4804.941406
	Iteration 39Q: 3 clusters Score -1563402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1563400.000000 Penalty: 4804.941406
	Iteration 40F: 3 clusters Score -1563400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1563399.375000 Penalty: 4804.941406
	Iteration 41Q: 3 clusters Score -1563399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1563406.750000 Penalty: 4804.941406
	Iteration 42Q: 3 clusters Score -1563407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1563407.000000 Penalty: 4804.941406
	Iteration 43Q: 3 clusters Score -1563407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1563408.375000 Penalty: 4804.941406
	Iteration 44Q: 3 clusters Score -1563408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1563415.125000 Penalty: 4804.941406
	Iteration 45Q: 3 clusters Score -1563415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1563412.125000 Penalty: 4804.941406
	Iteration 46Q: 3 clusters Score -1563412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1563412.625000 Penalty: 4804.941406
	Iteration 47Q: 3 clusters Score -1563413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1563413.000000 Penalty: 4804.941406
	Iteration 48Q: 3 clusters Score -1563413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1563413.375000 Penalty: 4804.941406
	Iteration 49Q: 3 clusters Score -1563413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1563411.875000 Penalty: 4804.941406
	Iteration 50Q: 3 clusters Score -1563412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1563410.750000 Penalty: 4804.941406
	Iteration 51Q: 3 clusters Score -1563411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1563413.250000 Penalty: 4804.941406
	Iteration 52Q: 3 clusters Score -1563413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1563413.875000 Penalty: 4804.941406
	Iteration 53Q: 3 clusters Score -1563414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1563413.875000 Penalty: 4804.941406
	Iteration 54F: 3 clusters Score -1563414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -413958.937500 Penalty: 2077.156006
	Iteration 0F: 2 clusters Score -413958.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -409898.968750 Penalty: 4154.312012
	Iteration 0F: 3 clusters Score -409899 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -410854.375000 Penalty: 4154.312012
	Iteration 1F: 3 clusters Score -410854.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -411059.312500 Penalty: 4154.312012
	Iteration 2F: 3 clusters Score -411059.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -411197.843750 Penalty: 4154.312012
	Iteration 3F: 3 clusters Score -411197.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -411320.812500 Penalty: 4154.312012
	Iteration 4Q: 3 clusters Score -411320.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -411413.937500 Penalty: 4154.312012
	Iteration 5Q: 3 clusters Score -411413.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -411511.093750 Penalty: 4154.312012
	Iteration 6Q: 3 clusters Score -411511.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -411626.843750 Penalty: 4154.312012
	Iteration 7Q: 3 clusters Score -411626.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -411730.312500 Penalty: 4154.312012
	Iteration 8Q: 3 clusters Score -411730.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -411826.125000 Penalty: 4154.312012
	Iteration 9Q: 3 clusters Score -411826.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -411917.562500 Penalty: 4154.312012
	Iteration 10Q: 3 clusters Score -411917.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -412010.718750 Penalty: 4154.312012
	Iteration 11Q: 3 clusters Score -412010.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -412133.437500 Penalty: 4154.312012
	Iteration 12Q: 3 clusters Score -412133.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -412250.406250 Penalty: 4154.312012
	Iteration 13Q: 3 clusters Score -412250.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -412368.968750 Penalty: 4154.312012
	Iteration 14Q: 3 clusters Score -412369 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -412507.250000 Penalty: 4154.312012
	Iteration 15Q: 3 clusters Score -412507.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -412661.500000 Penalty: 4154.312012
	Iteration 16Q: 3 clusters Score -412661.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -412773.531250 Penalty: 4154.312012
	Iteration 17Q: 3 clusters Score -412773.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -412841.968750 Penalty: 4154.312012
	Iteration 18Q: 3 clusters Score -412842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -412874.093750 Penalty: 4154.312012
	Iteration 19Q: 3 clusters Score -412874.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -412895.187500 Penalty: 4154.312012
	Iteration 20F: 3 clusters Score -412895.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -412908.531250 Penalty: 4154.312012
	Iteration 21Q: 3 clusters Score -412908.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -412916.031250 Penalty: 4154.312012
	Iteration 22Q: 3 clusters Score -412916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -412923.375000 Penalty: 4154.312012
	Iteration 23Q: 3 clusters Score -412923.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -412925.531250 Penalty: 4154.312012
	Iteration 24Q: 3 clusters Score -412925.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -412926.468750 Penalty: 4154.312012
	Iteration 25Q: 3 clusters Score -412926.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -412929.593750 Penalty: 4154.312012
	Iteration 26Q: 3 clusters Score -412929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -412928.562500 Penalty: 4154.312012
	Iteration 27Q: 3 clusters Score -412928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -412929.312500 Penalty: 4154.312012
	Iteration 28Q: 3 clusters Score -412929.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -412929.843750 Penalty: 4154.312012
	Iteration 29Q: 3 clusters Score -412929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -412930.750000 Penalty: 4154.312012
	Iteration 30Q: 3 clusters Score -412930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -412930.750000 Penalty: 4154.312012
	Iteration 31F: 3 clusters Score -412930.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Entering Unmasked Estep 
Score: -4438363.500000 Penalty: 2650.455566
	Iteration 0F: 2 clusters Score -4438364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -4408540.000000 Penalty: 5300.911133
	Iteration 0F: 3 clusters Score -4408540 nChanged 20153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -4419518.000000 Penalty: 5300.911133
	Iteration 1F: 3 clusters Score -4419518 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -4420045.000000 Penalty: 5300.911133
	Iteration 2Q: 3 clusters Score -4420045 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -4420642.000000 Penalty: 5300.911133
	Iteration 3Q: 3 clusters Score -4420642 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -4421413.000000 Penalty: 5300.911133
	Iteration 4Q: 3 clusters Score -4421413 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -4422556.000000 Penalty: 5300.911133
	Iteration 5F: 3 clusters Score -4422556 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -4424359.000000 Penalty: 5300.911133
	Iteration 6F: 3 clusters Score -4424359 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -4427019.000000 Penalty: 5300.911133
	Iteration 7F: 3 clusters Score -4427019 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -4430281.500000 Penalty: 5300.911133
	Iteration 8F: 3 clusters Score -4430282 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -4433061.000000 Penalty: 5300.911133
	Iteration 9F: 3 clusters Score -4433061 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -4434685.000000 Penalty: 5300.911133
	Iteration 10Q: 3 clusters Score -4434685 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -4435385.500000 Penalty: 5300.911133
	Iteration 11Q: 3 clusters Score -4435386 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -4435688.000000 Penalty: 5300.911133
	Iteration 12Q: 3 clusters Score -4435688 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -4435842.000000 Penalty: 5300.911133
	Iteration 13Q: 3 clusters Score -4435842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -4435905.500000 Penalty: 5300.911133
	Iteration 14Q: 3 clusters Score -4435906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -4435957.000000 Penalty: 5300.911133
	Iteration 15Q: 3 clusters Score -4435957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -4435987.500000 Penalty: 5300.911133
	Iteration 16Q: 3 clusters Score -4435988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -4436003.500000 Penalty: 5300.911133
	Iteration 17Q: 3 clusters Score -4436004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -4436014.500000 Penalty: 5300.911133
	Iteration 18Q: 3 clusters Score -4436014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -4436021.000000 Penalty: 5300.911133
	Iteration 19Q: 3 clusters Score -4436021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -4436023.000000 Penalty: 5300.911133
	Iteration 20F: 3 clusters Score -4436023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -4436024.000000 Penalty: 5300.911133
	Iteration 21Q: 3 clusters Score -4436024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -4436025.000000 Penalty: 5300.911133
	Iteration 22Q: 3 clusters Score -4436025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -4436034.000000 Penalty: 5300.911133
	Iteration 23Q: 3 clusters Score -4436034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -4436036.500000 Penalty: 5300.911133
	Iteration 24Q: 3 clusters Score -4436036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -4436043.500000 Penalty: 5300.911133
	Iteration 25Q: 3 clusters Score -4436044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -4436047.500000 Penalty: 5300.911133
	Iteration 26Q: 3 clusters Score -4436048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -4436053.500000 Penalty: 5300.911133
	Iteration 27Q: 3 clusters Score -4436054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -4436055.500000 Penalty: 5300.911133
	Iteration 28Q: 3 clusters Score -4436056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -4436055.500000 Penalty: 5300.911133
	Iteration 29F: 3 clusters Score -4436056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Entering Unmasked Estep 
Score: -914176.562500 Penalty: 2264.910400
	Iteration 0F: 2 clusters Score -914176.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -907015.750000 Penalty: 4529.820801
	Iteration 0F: 3 clusters Score -907015.8 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -909181.562500 Penalty: 4529.820801
	Iteration 1F: 3 clusters Score -909181.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -909609.250000 Penalty: 4529.820801
	Iteration 2F: 3 clusters Score -909609.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -910010.625000 Penalty: 4529.820801
	Iteration 3F: 3 clusters Score -910010.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -910365.687500 Penalty: 4529.820801
	Iteration 4F: 3 clusters Score -910365.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -910674.250000 Penalty: 4529.820801
	Iteration 5F: 3 clusters Score -910674.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -910930.250000 Penalty: 4529.820801
	Iteration 6Q: 3 clusters Score -910930.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -911145.812500 Penalty: 4529.820801
	Iteration 7Q: 3 clusters Score -911145.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -911316.562500 Penalty: 4529.820801
	Iteration 8Q: 3 clusters Score -911316.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -911438.687500 Penalty: 4529.820801
	Iteration 9Q: 3 clusters Score -911438.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -911541.875000 Penalty: 4529.820801
	Iteration 10Q: 3 clusters Score -911541.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -911621.750000 Penalty: 4529.820801
	Iteration 11Q: 3 clusters Score -911621.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -911692.125000 Penalty: 4529.820801
	Iteration 12Q: 3 clusters Score -911692.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -911741.437500 Penalty: 4529.820801
	Iteration 13Q: 3 clusters Score -911741.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -911778.312500 Penalty: 4529.820801
	Iteration 14Q: 3 clusters Score -911778.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -911813.875000 Penalty: 4529.820801
	Iteration 15Q: 3 clusters Score -911813.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -911848.812500 Penalty: 4529.820801
	Iteration 16Q: 3 clusters Score -911848.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -911881.687500 Penalty: 4529.820801
	Iteration 17Q: 3 clusters Score -911881.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -911903.812500 Penalty: 4529.820801
	Iteration 18Q: 3 clusters Score -911903.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -911927.875000 Penalty: 4529.820801
	Iteration 19Q: 3 clusters Score -911927.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -911949.000000 Penalty: 4529.820801
	Iteration 20F: 3 clusters Score -911949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -911973.875000 Penalty: 4529.820801
	Iteration 21Q: 3 clusters Score -911973.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -911999.000000 Penalty: 4529.820801
	Iteration 22Q: 3 clusters Score -911999 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -912028.437500 Penalty: 4529.820801
	Iteration 23Q: 3 clusters Score -912028.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -912046.250000 Penalty: 4529.820801
	Iteration 24Q: 3 clusters Score -912046.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -912070.625000 Penalty: 4529.820801
	Iteration 25Q: 3 clusters Score -912070.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -912092.000000 Penalty: 4529.820801
	Iteration 26Q: 3 clusters Score -912092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -912108.875000 Penalty: 4529.820801
	Iteration 27Q: 3 clusters Score -912108.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -912126.375000 Penalty: 4529.820801
	Iteration 28Q: 3 clusters Score -912126.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -912148.625000 Penalty: 4529.820801
	Iteration 29Q: 3 clusters Score -912148.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -912159.937500 Penalty: 4529.820801
	Iteration 30Q: 3 clusters Score -912159.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -912167.937500 Penalty: 4529.820801
	Iteration 31Q: 3 clusters Score -912167.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -912179.250000 Penalty: 4529.820801
	Iteration 32Q: 3 clusters Score -912179.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -912187.500000 Penalty: 4529.820801
	Iteration 33Q: 3 clusters Score -912187.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -912193.312500 Penalty: 4529.820801
	Iteration 34Q: 3 clusters Score -912193.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -912203.250000 Penalty: 4529.820801
	Iteration 35Q: 3 clusters Score -912203.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -912211.625000 Penalty: 4529.820801
	Iteration 36Q: 3 clusters Score -912211.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -912216.625000 Penalty: 4529.820801
	Iteration 37Q: 3 clusters Score -912216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -912218.562500 Penalty: 4529.820801
	Iteration 38Q: 3 clusters Score -912218.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -912224.125000 Penalty: 4529.820801
	Iteration 39Q: 3 clusters Score -912224.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -912226.125000 Penalty: 4529.820801
	Iteration 40F: 3 clusters Score -912226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -912230.812500 Penalty: 4529.820801
	Iteration 41Q: 3 clusters Score -912230.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -912233.125000 Penalty: 4529.820801
	Iteration 42Q: 3 clusters Score -912233.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -912235.625000 Penalty: 4529.820801
	Iteration 43Q: 3 clusters Score -912235.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -912238.062500 Penalty: 4529.820801
	Iteration 44Q: 3 clusters Score -912238.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -912241.375000 Penalty: 4529.820801
	Iteration 45Q: 3 clusters Score -912241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -912242.437500 Penalty: 4529.820801
	Iteration 46Q: 3 clusters Score -912242.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -912244.187500 Penalty: 4529.820801
	Iteration 47Q: 3 clusters Score -912244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -912245.187500 Penalty: 4529.820801
	Iteration 48Q: 3 clusters Score -912245.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -912251.500000 Penalty: 4529.820801
	Iteration 49Q: 3 clusters Score -912251.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -912252.562500 Penalty: 4529.820801
	Iteration 50Q: 3 clusters Score -912252.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -912259.375000 Penalty: 4529.820801
	Iteration 51Q: 3 clusters Score -912259.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -912262.312500 Penalty: 4529.820801
	Iteration 52Q: 3 clusters Score -912262.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -912264.875000 Penalty: 4529.820801
	Iteration 53Q: 3 clusters Score -912264.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -912271.312500 Penalty: 4529.820801
	Iteration 54Q: 3 clusters Score -912271.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -912273.750000 Penalty: 4529.820801
	Iteration 55Q: 3 clusters Score -912273.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -912275.750000 Penalty: 4529.820801
	Iteration 56Q: 3 clusters Score -912275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -912276.250000 Penalty: 4529.820801
	Iteration 57Q: 3 clusters Score -912276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -912277.875000 Penalty: 4529.820801
	Iteration 58Q: 3 clusters Score -912277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -912278.000000 Penalty: 4529.820801
	Iteration 59Q: 3 clusters Score -912278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -912278.187500 Penalty: 4529.820801
	Iteration 60F: 3 clusters Score -912278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -912281.062500 Penalty: 4529.820801
	Iteration 61Q: 3 clusters Score -912281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -912281.062500 Penalty: 4529.820801
	Iteration 62F: 3 clusters Score -912281.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Entering Unmasked Estep 
Score: -494178.187500 Penalty: 2120.699707
	Iteration 0F: 2 clusters Score -494178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -489604.968750 Penalty: 4241.399414
	Iteration 0F: 3 clusters Score -489605 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -490873.593750 Penalty: 4241.399414
	Iteration 1F: 3 clusters Score -490873.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -491247.437500 Penalty: 4241.399414
	Iteration 2F: 3 clusters Score -491247.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -491534.937500 Penalty: 4241.399414
	Iteration 3F: 3 clusters Score -491534.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -491802.312500 Penalty: 4241.399414
	Iteration 4F: 3 clusters Score -491802.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -492017.531250 Penalty: 4241.399414
	Iteration 5F: 3 clusters Score -492017.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -492201.375000 Penalty: 4241.399414
	Iteration 6Q: 3 clusters Score -492201.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -492344.062500 Penalty: 4241.399414
	Iteration 7Q: 3 clusters Score -492344.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -492431.406250 Penalty: 4241.399414
	Iteration 8Q: 3 clusters Score -492431.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -492487.843750 Penalty: 4241.399414
	Iteration 9Q: 3 clusters Score -492487.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -492528.781250 Penalty: 4241.399414
	Iteration 10Q: 3 clusters Score -492528.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -492563.375000 Penalty: 4241.399414
	Iteration 11Q: 3 clusters Score -492563.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -492596.875000 Penalty: 4241.399414
	Iteration 12Q: 3 clusters Score -492596.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -492623.218750 Penalty: 4241.399414
	Iteration 13Q: 3 clusters Score -492623.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -492642.062500 Penalty: 4241.399414
	Iteration 14Q: 3 clusters Score -492642.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -492653.375000 Penalty: 4241.399414
	Iteration 15Q: 3 clusters Score -492653.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -492668.312500 Penalty: 4241.399414
	Iteration 16Q: 3 clusters Score -492668.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -492679.562500 Penalty: 4241.399414
	Iteration 17Q: 3 clusters Score -492679.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -492693.531250 Penalty: 4241.399414
	Iteration 18Q: 3 clusters Score -492693.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -492701.468750 Penalty: 4241.399414
	Iteration 19Q: 3 clusters Score -492701.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -492707.562500 Penalty: 4241.399414
	Iteration 20F: 3 clusters Score -492707.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -492711.906250 Penalty: 4241.399414
	Iteration 21Q: 3 clusters Score -492711.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -492714.156250 Penalty: 4241.399414
	Iteration 22Q: 3 clusters Score -492714.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -492719.000000 Penalty: 4241.399414
	Iteration 23Q: 3 clusters Score -492719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -492719.593750 Penalty: 4241.399414
	Iteration 24Q: 3 clusters Score -492719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -492720.718750 Penalty: 4241.399414
	Iteration 25Q: 3 clusters Score -492720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -492721.093750 Penalty: 4241.399414
	Iteration 26Q: 3 clusters Score -492721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -492721.343750 Penalty: 4241.399414
	Iteration 27Q: 3 clusters Score -492721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -492722.187500 Penalty: 4241.399414
	Iteration 28Q: 3 clusters Score -492722.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -492722.593750 Penalty: 4241.399414
	Iteration 29Q: 3 clusters Score -492722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -492724.031250 Penalty: 4241.399414
	Iteration 30Q: 3 clusters Score -492724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -492724.468750 Penalty: 4241.399414
	Iteration 31Q: 3 clusters Score -492724.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -492725.187500 Penalty: 4241.399414
	Iteration 32Q: 3 clusters Score -492725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -492725.312500 Penalty: 4241.399414
	Iteration 33Q: 3 clusters Score -492725.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -492725.312500 Penalty: 4241.399414
	Iteration 34F: 3 clusters Score -492725.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Entering Unmasked Estep 
Score: -406826.718750 Penalty: 2082.134521
	Iteration 0F: 2 clusters Score -406826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -402713.750000 Penalty: 4164.269043
	Iteration 0F: 3 clusters Score -402713.8 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -403708.156250 Penalty: 4164.269043
	Iteration 1F: 3 clusters Score -403708.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -404034.125000 Penalty: 4164.269043
	Iteration 2F: 3 clusters Score -404034.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -404318.843750 Penalty: 4164.269043
	Iteration 3F: 3 clusters Score -404318.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -404562.437500 Penalty: 4164.269043
	Iteration 4F: 3 clusters Score -404562.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -404768.312500 Penalty: 4164.269043
	Iteration 5F: 3 clusters Score -404768.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -404921.375000 Penalty: 4164.269043
	Iteration 6Q: 3 clusters Score -404921.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -405025.468750 Penalty: 4164.269043
	Iteration 7Q: 3 clusters Score -405025.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -405107.687500 Penalty: 4164.269043
	Iteration 8Q: 3 clusters Score -405107.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -405161.500000 Penalty: 4164.269043
	Iteration 9Q: 3 clusters Score -405161.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -405211.562500 Penalty: 4164.269043
	Iteration 10Q: 3 clusters Score -405211.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -405262.687500 Penalty: 4164.269043
	Iteration 11Q: 3 clusters Score -405262.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -405306.812500 Penalty: 4164.269043
	Iteration 12Q: 3 clusters Score -405306.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -405340.656250 Penalty: 4164.269043
	Iteration 13Q: 3 clusters Score -405340.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -405387.875000 Penalty: 4164.269043
	Iteration 14Q: 3 clusters Score -405387.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -405432.812500 Penalty: 4164.269043
	Iteration 15Q: 3 clusters Score -405432.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -405466.437500 Penalty: 4164.269043
	Iteration 16Q: 3 clusters Score -405466.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -405511.250000 Penalty: 4164.269043
	Iteration 17Q: 3 clusters Score -405511.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -405553.843750 Penalty: 4164.269043
	Iteration 18Q: 3 clusters Score -405553.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -405596.937500 Penalty: 4164.269043
	Iteration 19Q: 3 clusters Score -405596.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -405629.000000 Penalty: 4164.269043
	Iteration 20F: 3 clusters Score -405629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -405672.718750 Penalty: 4164.269043
	Iteration 21Q: 3 clusters Score -405672.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -405723.750000 Penalty: 4164.269043
	Iteration 22Q: 3 clusters Score -405723.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -405765.781250 Penalty: 4164.269043
	Iteration 23Q: 3 clusters Score -405765.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -405796.875000 Penalty: 4164.269043
	Iteration 24Q: 3 clusters Score -405796.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -405820.625000 Penalty: 4164.269043
	Iteration 25Q: 3 clusters Score -405820.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -405842.750000 Penalty: 4164.269043
	Iteration 26Q: 3 clusters Score -405842.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -405857.875000 Penalty: 4164.269043
	Iteration 27Q: 3 clusters Score -405857.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -405873.843750 Penalty: 4164.269043
	Iteration 28Q: 3 clusters Score -405873.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -405881.593750 Penalty: 4164.269043
	Iteration 29Q: 3 clusters Score -405881.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -405885.187500 Penalty: 4164.269043
	Iteration 30Q: 3 clusters Score -405885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -405886.031250 Penalty: 4164.269043
	Iteration 31Q: 3 clusters Score -405886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -405886.906250 Penalty: 4164.269043
	Iteration 32Q: 3 clusters Score -405886.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -405887.843750 Penalty: 4164.269043
	Iteration 33Q: 3 clusters Score -405887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -405890.468750 Penalty: 4164.269043
	Iteration 34Q: 3 clusters Score -405890.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -405891.656250 Penalty: 4164.269043
	Iteration 35Q: 3 clusters Score -405891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -405891.843750 Penalty: 4164.269043
	Iteration 36Q: 3 clusters Score -405891.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -405891.843750 Penalty: 4164.269043
	Iteration 37F: 3 clusters Score -405891.8 nChanged 0
23->36 Clusters: Score -157150480.000000, best is -157158768.000000

Starting from 24 clusters...
--- Clustering full data set of 1618423 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 70610 members 
Mstep: Class 3 contains 70679 members 
Mstep: Class 4 contains 70271 members 
Mstep: Class 5 contains 69720 members 
Mstep: Class 6 contains 70715 members 
Mstep: Class 7 contains 69961 members 
Mstep: Class 8 contains 70579 members 
Mstep: Class 9 contains 70536 members 
Mstep: Class 10 contains 70157 members 
Mstep: Class 11 contains 70297 members 
Mstep: Class 12 contains 70281 members 
Mstep: Class 13 contains 70245 members 
Mstep: Class 14 contains 70299 members 
Mstep: Class 15 contains 70302 members 
Mstep: Class 16 contains 70459 members 
Mstep: Class 17 contains 70684 members 
Mstep: Class 18 contains 70559 members 
Mstep: Class 19 contains 70847 members 
Mstep: Class 20 contains 70164 members 
Mstep: Class 21 contains 69868 members 
Mstep: Class 22 contains 70379 members 
Mstep: Class 23 contains 70158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1402.045898 but Gain 3545.648438
Score: -150001120.000000 Penalty: 78004.226562
Iteration 0F: 23 clusters Score -1.500011e+08 nChanged 1539450
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 82447 members 
Mstep: Class 3 contains 59229 members 
Mstep: Class 4 contains 47902 members 
Mstep: Class 5 contains 47616 members 
Mstep: Class 6 contains 103593 members 
Mstep: Class 7 contains 65630 members 
Mstep: Class 8 contains 53225 members 
Mstep: Class 9 contains 49826 members 
Mstep: Class 10 contains 228914 members 
Mstep: Class 11 contains 54351 members 
Mstep: Class 12 contains 55447 members 
Mstep: Class 14 contains 48469 members 
Mstep: Class 15 contains 74979 members 
Mstep: Class 16 contains 60185 members 
Mstep: Class 17 contains 84366 members 
Mstep: Class 18 contains 80035 members 
Mstep: Class 19 contains 81542 members 
Mstep: Class 20 contains 42705 members 
Mstep: Class 21 contains 49146 members 
Mstep: Class 22 contains 83933 members 
Mstep: Class 23 contains 58655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154280032.000000 Penalty: 78004.226562
Iteration 1F: 23 clusters Score -1.5428e+08 nChanged 575414
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 149555 members 
Mstep: Class 2 contains 91341 members 
Mstep: Class 3 contains 50913 members 
Mstep: Class 4 contains 29778 members 
Mstep: Class 5 contains 27402 members 
Mstep: Class 6 contains 133792 members 
Mstep: Class 7 contains 52050 members 
Mstep: Class 8 contains 34830 members 
Mstep: Class 9 contains 40414 members 
Mstep: Class 10 contains 247503 members 
Mstep: Class 11 contains 48862 members 
Mstep: Class 12 contains 36772 members 
Mstep: Class 14 contains 40201 members 
Mstep: Class 15 contains 102497 members 
Mstep: Class 16 contains 64041 members 
Mstep: Class 17 contains 81583 members 
Mstep: Class 18 contains 59596 members 
Mstep: Class 19 contains 99776 members 
Mstep: Class 20 contains 23365 members 
Mstep: Class 21 contains 41018 members 
Mstep: Class 22 contains 114338 members 
Mstep: Class 23 contains 48744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155218272.000000 Penalty: 78004.226562
Iteration 2F: 23 clusters Score -1.552183e+08 nChanged 405689
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 174053 members 
Mstep: Class 2 contains 90034 members 
Mstep: Class 3 contains 39571 members 
Mstep: Class 4 contains 24936 members 
Mstep: Class 5 contains 17825 members 
Mstep: Class 6 contains 164375 members 
Mstep: Class 7 contains 50431 members 
Mstep: Class 8 contains 26522 members 
Mstep: Class 9 contains 31317 members 
Mstep: Class 10 contains 259245 members 
Mstep: Class 11 contains 40972 members 
Mstep: Class 12 contains 27908 members 
Mstep: Class 14 contains 30908 members 
Mstep: Class 15 contains 114740 members 
Mstep: Class 16 contains 63361 members 
Mstep: Class 17 contains 73011 members 
Mstep: Class 18 contains 49757 members 
Mstep: Class 19 contains 107658 members 
Mstep: Class 20 contains 13756 members 
Mstep: Class 21 contains 35185 members 
Mstep: Class 22 contains 141760 members 
Mstep: Class 23 contains 41063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155696960.000000 Penalty: 78004.226562
Iteration 3F: 23 clusters Score -1.55697e+08 nChanged 305925
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 182864 members 
Mstep: Class 2 contains 78619 members 
Mstep: Class 3 contains 27947 members 
Mstep: Class 4 contains 23995 members 
Mstep: Class 5 contains 12500 members 
Mstep: Class 6 contains 199575 members 
Mstep: Class 7 contains 50627 members 
Mstep: Class 8 contains 24823 members 
Mstep: Class 9 contains 22653 members 
Mstep: Class 10 contains 271362 members 
Mstep: Class 11 contains 31428 members 
Mstep: Class 12 contains 25148 members 
Mstep: Class 14 contains 24324 members 
Mstep: Class 15 contains 118018 members 
Mstep: Class 16 contains 61383 members 
Mstep: Class 17 contains 70304 members 
Mstep: Class 18 contains 44154 members 
Mstep: Class 19 contains 104709 members 
Mstep: Class 20 contains 9256 members 
Mstep: Class 21 contains 28753 members 
Mstep: Class 22 contains 168468 members 
Mstep: Class 23 contains 37481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155990560.000000 Penalty: 78004.226562
Iteration 4F: 23 clusters Score -1.559906e+08 nChanged 248780
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 182512 members 
Mstep: Class 2 contains 63481 members 
Mstep: Class 3 contains 18330 members 
Mstep: Class 4 contains 22967 members 
Mstep: Class 5 contains 9551 members 
Mstep: Class 6 contains 230531 members 
Mstep: Class 7 contains 50853 members 
Mstep: Class 8 contains 26467 members 
Mstep: Class 9 contains 15428 members 
Mstep: Class 10 contains 279779 members 
Mstep: Class 11 contains 22083 members 
Mstep: Class 12 contains 24725 members 
Mstep: Class 14 contains 20196 members 
Mstep: Class 15 contains 120066 members 
Mstep: Class 16 contains 59370 members 
Mstep: Class 17 contains 76022 members 
Mstep: Class 18 contains 38944 members 
Mstep: Class 19 contains 96211 members 
Mstep: Class 20 contains 6690 members 
Mstep: Class 21 contains 22169 members 
Mstep: Class 22 contains 195010 members 
Mstep: Class 23 contains 37002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156192496.000000 Penalty: 78004.226562
Iteration 5F: 23 clusters Score -1.561925e+08 nChanged 204578
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 179860 members 
Mstep: Class 2 contains 51071 members 
Mstep: Class 3 contains 11307 members 
Mstep: Class 4 contains 22059 members 
Mstep: Class 5 contains 8760 members 
Mstep: Class 6 contains 250825 members 
Mstep: Class 7 contains 50912 members 
Mstep: Class 8 contains 29079 members 
Mstep: Class 9 contains 10215 members 
Mstep: Class 10 contains 282782 members 
Mstep: Class 11 contains 14528 members 
Mstep: Class 12 contains 24801 members 
Mstep: Class 14 contains 17364 members 
Mstep: Class 15 contains 125198 members 
Mstep: Class 16 contains 56589 members 
Mstep: Class 17 contains 85348 members 
Mstep: Class 18 contains 33999 members 
Mstep: Class 19 contains 85454 members 
Mstep: Class 20 contains 5077 members 
Mstep: Class 21 contains 16532 members 
Mstep: Class 22 contains 217989 members 
Mstep: Class 23 contains 38638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156343360.000000 Penalty: 78004.226562
Iteration 6F: 23 clusters Score -1.563434e+08 nChanged 171456
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 179089 members 
Mstep: Class 2 contains 43169 members 
Mstep: Class 3 contains 6881 members 
Mstep: Class 4 contains 21486 members 
Mstep: Class 5 contains 9068 members 
Mstep: Class 6 contains 261256 members 
Mstep: Class 7 contains 50534 members 
Mstep: Class 8 contains 31501 members 
Mstep: Class 9 contains 6761 members 
Mstep: Class 10 contains 280546 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 25095 members 
Mstep: Class 14 contains 15348 members 
Mstep: Class 15 contains 134459 members 
Mstep: Class 16 contains 53120 members 
Mstep: Class 17 contains 94965 members 
Mstep: Class 18 contains 29769 members 
Mstep: Class 19 contains 73553 members 
Mstep: Class 20 contains 4034 members 
Mstep: Class 21 contains 12178 members 
Mstep: Class 22 contains 234830 members 
Mstep: Class 23 contains 41598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156461760.000000 Penalty: 78004.226562
Iteration 7F: 23 clusters Score -1.564618e+08 nChanged 143729
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 181020 members 
Mstep: Class 2 contains 38673 members 
Mstep: Class 3 contains 4266 members 
Mstep: Class 4 contains 21145 members 
Mstep: Class 5 contains 9662 members 
Mstep: Class 6 contains 264990 members 
Mstep: Class 7 contains 49986 members 
Mstep: Class 8 contains 32913 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 274183 members 
Mstep: Class 11 contains 5652 members 
Mstep: Class 12 contains 25420 members 
Mstep: Class 14 contains 13980 members 
Mstep: Class 15 contains 146558 members 
Mstep: Class 16 contains 49529 members 
Mstep: Class 17 contains 103703 members 
Mstep: Class 18 contains 26356 members 
Mstep: Class 19 contains 62303 members 
Mstep: Class 20 contains 3423 members 
Mstep: Class 21 contains 8952 members 
Mstep: Class 22 contains 245522 members 
Mstep: Class 23 contains 45157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2806.727539 but Gain 3545.648438
Score: -156551728.000000 Penalty: 74458.578125
Iteration 8F: 22 clusters Score -1.565517e+08 nChanged 122014
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 185665 members 
Mstep: Class 2 contains 35209 members 
Mstep: Class 4 contains 21032 members 
Mstep: Class 5 contains 10474 members 
Mstep: Class 6 contains 265166 members 
Mstep: Class 7 contains 49301 members 
Mstep: Class 8 contains 33500 members 
Mstep: Class 9 contains 4290 members 
Mstep: Class 10 contains 265298 members 
Mstep: Class 11 contains 3677 members 
Mstep: Class 12 contains 25731 members 
Mstep: Class 14 contains 13476 members 
Mstep: Class 15 contains 159845 members 
Mstep: Class 16 contains 46545 members 
Mstep: Class 17 contains 111281 members 
Mstep: Class 18 contains 23495 members 
Mstep: Class 19 contains 53350 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 6664 members 
Mstep: Class 22 contains 252771 members 
Mstep: Class 23 contains 48543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2840.202393 but Gain 3545.640625
Score: -156619488.000000 Penalty: 70912.937500
Iteration 9F: 21 clusters Score -1.566195e+08 nChanged 100954
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 191505 members 
Mstep: Class 2 contains 32432 members 
Mstep: Class 4 contains 20918 members 
Mstep: Class 5 contains 11280 members 
Mstep: Class 6 contains 262728 members 
Mstep: Class 7 contains 48677 members 
Mstep: Class 8 contains 33786 members 
Mstep: Class 9 contains 4413 members 
Mstep: Class 10 contains 252970 members 
Mstep: Class 12 contains 26194 members 
Mstep: Class 14 contains 13306 members 
Mstep: Class 15 contains 173062 members 
Mstep: Class 16 contains 43676 members 
Mstep: Class 17 contains 117984 members 
Mstep: Class 18 contains 20962 members 
Mstep: Class 19 contains 46962 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 5167 members 
Mstep: Class 22 contains 258405 members 
Mstep: Class 23 contains 51091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156666960.000000 Penalty: 70912.937500
Iteration 10F: 21 clusters Score -1.56667e+08 nChanged 82795
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 198167 members 
Mstep: Class 2 contains 29429 members 
Mstep: Class 4 contains 20961 members 
Mstep: Class 5 contains 11805 members 
Mstep: Class 6 contains 258974 members 
Mstep: Class 7 contains 48189 members 
Mstep: Class 8 contains 33933 members 
Mstep: Class 9 contains 4995 members 
Mstep: Class 10 contains 236868 members 
Mstep: Class 12 contains 26849 members 
Mstep: Class 14 contains 13260 members 
Mstep: Class 15 contains 186178 members 
Mstep: Class 16 contains 41101 members 
Mstep: Class 17 contains 123562 members 
Mstep: Class 18 contains 18748 members 
Mstep: Class 19 contains 42422 members 
Mstep: Class 20 contains 2724 members 
Mstep: Class 21 contains 4304 members 
Mstep: Class 22 contains 263073 members 
Mstep: Class 23 contains 52855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156701712.000000 Penalty: 70912.937500
Iteration 11F: 21 clusters Score -1.567017e+08 nChanged 73603
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 205241 members 
Mstep: Class 2 contains 26414 members 
Mstep: Class 4 contains 21110 members 
Mstep: Class 5 contains 12145 members 
Mstep: Class 6 contains 254565 members 
Mstep: Class 7 contains 47869 members 
Mstep: Class 8 contains 34149 members 
Mstep: Class 9 contains 6046 members 
Mstep: Class 10 contains 218681 members 
Mstep: Class 12 contains 27538 members 
Mstep: Class 14 contains 13141 members 
Mstep: Class 15 contains 199418 members 
Mstep: Class 16 contains 38675 members 
Mstep: Class 17 contains 128303 members 
Mstep: Class 18 contains 16517 members 
Mstep: Class 19 contains 39676 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 3813 members 
Mstep: Class 22 contains 268344 members 
Mstep: Class 23 contains 54098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156732096.000000 Penalty: 70912.937500
Iteration 12Q: 21 clusters Score -1.567321e+08 nChanged 67854
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212284 members 
Mstep: Class 2 contains 23495 members 
Mstep: Class 4 contains 21504 members 
Mstep: Class 5 contains 12342 members 
Mstep: Class 6 contains 250127 members 
Mstep: Class 7 contains 47581 members 
Mstep: Class 8 contains 34558 members 
Mstep: Class 9 contains 7468 members 
Mstep: Class 10 contains 198993 members 
Mstep: Class 12 contains 28146 members 
Mstep: Class 14 contains 12997 members 
Mstep: Class 15 contains 212498 members 
Mstep: Class 16 contains 36398 members 
Mstep: Class 17 contains 132174 members 
Mstep: Class 18 contains 14230 members 
Mstep: Class 19 contains 38313 members 
Mstep: Class 20 contains 2890 members 
Mstep: Class 21 contains 3598 members 
Mstep: Class 22 contains 273915 members 
Mstep: Class 23 contains 54886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156758176.000000 Penalty: 70912.937500
Iteration 13Q: 21 clusters Score -1.567582e+08 nChanged 63912
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 218845 members 
Mstep: Class 2 contains 20745 members 
Mstep: Class 4 contains 22128 members 
Mstep: Class 5 contains 12463 members 
Mstep: Class 6 contains 245785 members 
Mstep: Class 7 contains 47308 members 
Mstep: Class 8 contains 34997 members 
Mstep: Class 9 contains 9225 members 
Mstep: Class 10 contains 179036 members 
Mstep: Class 12 contains 28734 members 
Mstep: Class 14 contains 12894 members 
Mstep: Class 15 contains 224764 members 
Mstep: Class 16 contains 34367 members 
Mstep: Class 17 contains 135309 members 
Mstep: Class 18 contains 11738 members 
Mstep: Class 19 contains 37651 members 
Mstep: Class 20 contains 3720 members 
Mstep: Class 21 contains 3596 members 
Mstep: Class 22 contains 279780 members 
Mstep: Class 23 contains 55312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156783808.000000 Penalty: 70912.937500
Iteration 14Q: 21 clusters Score -1.567838e+08 nChanged 60030
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 224755 members 
Mstep: Class 2 contains 18407 members 
Mstep: Class 4 contains 22822 members 
Mstep: Class 5 contains 12664 members 
Mstep: Class 6 contains 241618 members 
Mstep: Class 7 contains 47033 members 
Mstep: Class 8 contains 35427 members 
Mstep: Class 9 contains 11088 members 
Mstep: Class 10 contains 159585 members 
Mstep: Class 12 contains 29173 members 
Mstep: Class 14 contains 12875 members 
Mstep: Class 15 contains 235866 members 
Mstep: Class 16 contains 32497 members 
Mstep: Class 17 contains 137682 members 
Mstep: Class 18 contains 9354 members 
Mstep: Class 19 contains 37517 members 
Mstep: Class 20 contains 4820 members 
Mstep: Class 21 contains 3839 members 
Mstep: Class 22 contains 285816 members 
Mstep: Class 23 contains 55559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156806144.000000 Penalty: 70912.937500
Iteration 15Q: 21 clusters Score -1.568061e+08 nChanged 55436
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 230049 members 
Mstep: Class 2 contains 16611 members 
Mstep: Class 4 contains 23482 members 
Mstep: Class 5 contains 12703 members 
Mstep: Class 6 contains 237771 members 
Mstep: Class 7 contains 46734 members 
Mstep: Class 8 contains 35521 members 
Mstep: Class 9 contains 12745 members 
Mstep: Class 10 contains 141470 members 
Mstep: Class 12 contains 29384 members 
Mstep: Class 14 contains 13050 members 
Mstep: Class 15 contains 245585 members 
Mstep: Class 16 contains 30829 members 
Mstep: Class 17 contains 139427 members 
Mstep: Class 18 contains 7744 members 
Mstep: Class 19 contains 37704 members 
Mstep: Class 20 contains 5882 members 
Mstep: Class 21 contains 4231 members 
Mstep: Class 22 contains 291912 members 
Mstep: Class 23 contains 55563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156822848.000000 Penalty: 70912.937500
Iteration 16Q: 21 clusters Score -1.568228e+08 nChanged 50100
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 234343 members 
Mstep: Class 2 contains 15243 members 
Mstep: Class 4 contains 24161 members 
Mstep: Class 5 contains 12676 members 
Mstep: Class 6 contains 234315 members 
Mstep: Class 7 contains 46302 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 9 contains 14129 members 
Mstep: Class 10 contains 125139 members 
Mstep: Class 12 contains 29412 members 
Mstep: Class 14 contains 13517 members 
Mstep: Class 15 contains 253994 members 
Mstep: Class 16 contains 29357 members 
Mstep: Class 17 contains 140720 members 
Mstep: Class 18 contains 6924 members 
Mstep: Class 19 contains 38164 members 
Mstep: Class 20 contains 6707 members 
Mstep: Class 21 contains 4675 members 
Mstep: Class 22 contains 297645 members 
Mstep: Class 23 contains 55532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156836992.000000 Penalty: 70912.937500
Iteration 17Q: 21 clusters Score -1.56837e+08 nChanged 45134
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 237561 members 
Mstep: Class 2 contains 14206 members 
Mstep: Class 4 contains 24770 members 
Mstep: Class 5 contains 12579 members 
Mstep: Class 6 contains 231219 members 
Mstep: Class 7 contains 45820 members 
Mstep: Class 8 contains 35281 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 110744 members 
Mstep: Class 12 contains 29340 members 
Mstep: Class 14 contains 14178 members 
Mstep: Class 15 contains 261119 members 
Mstep: Class 16 contains 28105 members 
Mstep: Class 17 contains 141666 members 
Mstep: Class 18 contains 6487 members 
Mstep: Class 19 contains 38856 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 5126 members 
Mstep: Class 22 contains 303266 members 
Mstep: Class 23 contains 55516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156846656.000000 Penalty: 70912.937500
Iteration 18Q: 21 clusters Score -1.568467e+08 nChanged 39974
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 239968 members 
Mstep: Class 2 contains 13471 members 
Mstep: Class 4 contains 25377 members 
Mstep: Class 5 contains 12470 members 
Mstep: Class 6 contains 228461 members 
Mstep: Class 7 contains 45388 members 
Mstep: Class 8 contains 35183 members 
Mstep: Class 9 contains 16147 members 
Mstep: Class 10 contains 98472 members 
Mstep: Class 12 contains 29234 members 
Mstep: Class 14 contains 14879 members 
Mstep: Class 15 contains 266925 members 
Mstep: Class 16 contains 27019 members 
Mstep: Class 17 contains 142464 members 
Mstep: Class 18 contains 6244 members 
Mstep: Class 19 contains 39487 members 
Mstep: Class 20 contains 7703 members 
Mstep: Class 21 contains 5576 members 
Mstep: Class 22 contains 308353 members 
Mstep: Class 23 contains 55576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156855904.000000 Penalty: 70912.937500
Iteration 19Q: 21 clusters Score -1.568559e+08 nChanged 35260
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 241196 members 
Mstep: Class 2 contains 12891 members 
Mstep: Class 4 contains 25959 members 
Mstep: Class 5 contains 12361 members 
Mstep: Class 6 contains 226071 members 
Mstep: Class 7 contains 44952 members 
Mstep: Class 8 contains 35132 members 
Mstep: Class 9 contains 16824 members 
Mstep: Class 10 contains 88201 members 
Mstep: Class 12 contains 29107 members 
Mstep: Class 14 contains 15589 members 
Mstep: Class 15 contains 271797 members 
Mstep: Class 16 contains 26090 members 
Mstep: Class 17 contains 143247 members 
Mstep: Class 18 contains 6089 members 
Mstep: Class 19 contains 40150 members 
Mstep: Class 20 contains 7978 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 313012 members 
Mstep: Class 23 contains 55792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156864384.000000 Penalty: 70912.937500
Iteration 20F: 21 clusters Score -1.568644e+08 nChanged 32917
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 241403 members 
Mstep: Class 2 contains 12426 members 
Mstep: Class 4 contains 26541 members 
Mstep: Class 5 contains 12059 members 
Mstep: Class 6 contains 223321 members 
Mstep: Class 7 contains 44475 members 
Mstep: Class 8 contains 34895 members 
Mstep: Class 9 contains 17665 members 
Mstep: Class 10 contains 79553 members 
Mstep: Class 12 contains 29016 members 
Mstep: Class 14 contains 16337 members 
Mstep: Class 15 contains 275980 members 
Mstep: Class 16 contains 25222 members 
Mstep: Class 17 contains 143888 members 
Mstep: Class 18 contains 6144 members 
Mstep: Class 19 contains 40879 members 
Mstep: Class 20 contains 9165 members 
Mstep: Class 21 contains 6336 members 
Mstep: Class 22 contains 317010 members 
Mstep: Class 23 contains 56084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156871328.000000 Penalty: 70912.937500
Iteration 21Q: 21 clusters Score -1.568713e+08 nChanged 29534
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 240655 members 
Mstep: Class 2 contains 11999 members 
Mstep: Class 4 contains 27105 members 
Mstep: Class 5 contains 11833 members 
Mstep: Class 6 contains 220975 members 
Mstep: Class 7 contains 44019 members 
Mstep: Class 8 contains 34706 members 
Mstep: Class 9 contains 18286 members 
Mstep: Class 10 contains 72468 members 
Mstep: Class 12 contains 28963 members 
Mstep: Class 14 contains 17120 members 
Mstep: Class 15 contains 279649 members 
Mstep: Class 16 contains 24489 members 
Mstep: Class 17 contains 144565 members 
Mstep: Class 18 contains 6199 members 
Mstep: Class 19 contains 41580 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 320488 members 
Mstep: Class 23 contains 56349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156877920.000000 Penalty: 70912.937500
Iteration 22Q: 21 clusters Score -1.568779e+08 nChanged 26743
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 239044 members 
Mstep: Class 2 contains 11591 members 
Mstep: Class 4 contains 27635 members 
Mstep: Class 5 contains 11602 members 
Mstep: Class 6 contains 218918 members 
Mstep: Class 7 contains 43555 members 
Mstep: Class 8 contains 34549 members 
Mstep: Class 9 contains 18759 members 
Mstep: Class 10 contains 66556 members 
Mstep: Class 12 contains 28916 members 
Mstep: Class 14 contains 17916 members 
Mstep: Class 15 contains 282807 members 
Mstep: Class 16 contains 23819 members 
Mstep: Class 17 contains 145282 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 42213 members 
Mstep: Class 20 contains 11267 members 
Mstep: Class 21 contains 7138 members 
Mstep: Class 22 contains 323905 members 
Mstep: Class 23 contains 56630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156883968.000000 Penalty: 70912.937500
Iteration 23Q: 21 clusters Score -1.56884e+08 nChanged 24446
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 236550 members 
Mstep: Class 2 contains 11175 members 
Mstep: Class 4 contains 28104 members 
Mstep: Class 5 contains 11475 members 
Mstep: Class 6 contains 217114 members 
Mstep: Class 7 contains 43113 members 
Mstep: Class 8 contains 34411 members 
Mstep: Class 9 contains 19121 members 
Mstep: Class 10 contains 61646 members 
Mstep: Class 12 contains 28878 members 
Mstep: Class 14 contains 18709 members 
Mstep: Class 15 contains 285891 members 
Mstep: Class 16 contains 23250 members 
Mstep: Class 17 contains 145835 members 
Mstep: Class 18 contains 6385 members 
Mstep: Class 19 contains 42691 members 
Mstep: Class 20 contains 12295 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 327362 members 
Mstep: Class 23 contains 56897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156888768.000000 Penalty: 70912.937500
Iteration 24Q: 21 clusters Score -1.568888e+08 nChanged 22582
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 233310 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 4 contains 28542 members 
Mstep: Class 5 contains 11403 members 
Mstep: Class 6 contains 215559 members 
Mstep: Class 7 contains 42716 members 
Mstep: Class 8 contains 34259 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 57512 members 
Mstep: Class 12 contains 28844 members 
Mstep: Class 14 contains 19562 members 
Mstep: Class 15 contains 288853 members 
Mstep: Class 16 contains 22810 members 
Mstep: Class 17 contains 146358 members 
Mstep: Class 18 contains 6433 members 
Mstep: Class 19 contains 43095 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 7864 members 
Mstep: Class 22 contains 330867 members 
Mstep: Class 23 contains 57123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156893648.000000 Penalty: 70912.937500
Iteration 25Q: 21 clusters Score -1.568936e+08 nChanged 21262
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 229571 members 
Mstep: Class 2 contains 10285 members 
Mstep: Class 4 contains 28965 members 
Mstep: Class 5 contains 11403 members 
Mstep: Class 6 contains 214128 members 
Mstep: Class 7 contains 42411 members 
Mstep: Class 8 contains 34102 members 
Mstep: Class 9 contains 19565 members 
Mstep: Class 10 contains 54071 members 
Mstep: Class 12 contains 28794 members 
Mstep: Class 14 contains 20470 members 
Mstep: Class 15 contains 291775 members 
Mstep: Class 16 contains 22363 members 
Mstep: Class 17 contains 146702 members 
Mstep: Class 18 contains 6432 members 
Mstep: Class 19 contains 43434 members 
Mstep: Class 20 contains 14087 members 
Mstep: Class 21 contains 8193 members 
Mstep: Class 22 contains 334355 members 
Mstep: Class 23 contains 57292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156899264.000000 Penalty: 70912.937500
Iteration 26Q: 21 clusters Score -1.568993e+08 nChanged 20128
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 225444 members 
Mstep: Class 2 contains 9897 members 
Mstep: Class 4 contains 29369 members 
Mstep: Class 5 contains 11412 members 
Mstep: Class 6 contains 212780 members 
Mstep: Class 7 contains 42154 members 
Mstep: Class 8 contains 33942 members 
Mstep: Class 9 contains 19720 members 
Mstep: Class 10 contains 51234 members 
Mstep: Class 12 contains 28722 members 
Mstep: Class 14 contains 21243 members 
Mstep: Class 15 contains 294738 members 
Mstep: Class 16 contains 21955 members 
Mstep: Class 17 contains 146979 members 
Mstep: Class 18 contains 6413 members 
Mstep: Class 19 contains 43678 members 
Mstep: Class 20 contains 14965 members 
Mstep: Class 21 contains 8501 members 
Mstep: Class 22 contains 337855 members 
Mstep: Class 23 contains 57397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156903696.000000 Penalty: 70912.937500
Iteration 27Q: 21 clusters Score -1.569037e+08 nChanged 18593
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 221271 members 
Mstep: Class 2 contains 9653 members 
Mstep: Class 4 contains 29735 members 
Mstep: Class 5 contains 11406 members 
Mstep: Class 6 contains 211616 members 
Mstep: Class 7 contains 41945 members 
Mstep: Class 8 contains 33836 members 
Mstep: Class 9 contains 19826 members 
Mstep: Class 10 contains 48955 members 
Mstep: Class 12 contains 28605 members 
Mstep: Class 14 contains 21876 members 
Mstep: Class 15 contains 297601 members 
Mstep: Class 16 contains 21560 members 
Mstep: Class 17 contains 147252 members 
Mstep: Class 18 contains 6385 members 
Mstep: Class 19 contains 43840 members 
Mstep: Class 20 contains 15731 members 
Mstep: Class 21 contains 8786 members 
Mstep: Class 22 contains 340997 members 
Mstep: Class 23 contains 57522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156906192.000000 Penalty: 70912.937500
Iteration 28Q: 21 clusters Score -1.569062e+08 nChanged 17212
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 217169 members 
Mstep: Class 2 contains 9553 members 
Mstep: Class 4 contains 30085 members 
Mstep: Class 5 contains 11370 members 
Mstep: Class 6 contains 210655 members 
Mstep: Class 7 contains 41785 members 
Mstep: Class 8 contains 33819 members 
Mstep: Class 9 contains 19894 members 
Mstep: Class 10 contains 46907 members 
Mstep: Class 12 contains 28485 members 
Mstep: Class 14 contains 22400 members 
Mstep: Class 15 contains 300441 members 
Mstep: Class 16 contains 21297 members 
Mstep: Class 17 contains 147536 members 
Mstep: Class 18 contains 6358 members 
Mstep: Class 19 contains 43975 members 
Mstep: Class 20 contains 16359 members 
Mstep: Class 21 contains 9043 members 
Mstep: Class 22 contains 343664 members 
Mstep: Class 23 contains 57603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156908464.000000 Penalty: 70912.937500
Iteration 29Q: 21 clusters Score -1.569085e+08 nChanged 16105
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 213113 members 
Mstep: Class 2 contains 9592 members 
Mstep: Class 4 contains 30430 members 
Mstep: Class 5 contains 11339 members 
Mstep: Class 6 contains 209663 members 
Mstep: Class 7 contains 41670 members 
Mstep: Class 8 contains 33863 members 
Mstep: Class 9 contains 19954 members 
Mstep: Class 10 contains 45165 members 
Mstep: Class 12 contains 28362 members 
Mstep: Class 14 contains 22785 members 
Mstep: Class 15 contains 303177 members 
Mstep: Class 16 contains 21143 members 
Mstep: Class 17 contains 147985 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 44055 members 
Mstep: Class 20 contains 16944 members 
Mstep: Class 21 contains 9284 members 
Mstep: Class 22 contains 345848 members 
Mstep: Class 23 contains 57695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156910992.000000 Penalty: 70912.937500
Iteration 30Q: 21 clusters Score -1.56911e+08 nChanged 15190
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 209292 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 11308 members 
Mstep: Class 6 contains 208817 members 
Mstep: Class 7 contains 41565 members 
Mstep: Class 8 contains 33931 members 
Mstep: Class 9 contains 19950 members 
Mstep: Class 10 contains 43712 members 
Mstep: Class 12 contains 28236 members 
Mstep: Class 14 contains 23062 members 
Mstep: Class 15 contains 305833 members 
Mstep: Class 16 contains 20987 members 
Mstep: Class 17 contains 148657 members 
Mstep: Class 18 contains 6309 members 
Mstep: Class 19 contains 44071 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 9517 members 
Mstep: Class 22 contains 347480 members 
Mstep: Class 23 contains 57811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156912496.000000 Penalty: 70912.937500
Iteration 31Q: 21 clusters Score -1.569125e+08 nChanged 14220
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 205863 members 
Mstep: Class 2 contains 9774 members 
Mstep: Class 4 contains 31135 members 
Mstep: Class 5 contains 11279 members 
Mstep: Class 6 contains 208094 members 
Mstep: Class 7 contains 41475 members 
Mstep: Class 8 contains 34021 members 
Mstep: Class 9 contains 19962 members 
Mstep: Class 10 contains 42442 members 
Mstep: Class 12 contains 28099 members 
Mstep: Class 14 contains 23286 members 
Mstep: Class 15 contains 308255 members 
Mstep: Class 16 contains 20907 members 
Mstep: Class 17 contains 149696 members 
Mstep: Class 18 contains 6282 members 
Mstep: Class 19 contains 43980 members 
Mstep: Class 20 contains 17818 members 
Mstep: Class 21 contains 9766 members 
Mstep: Class 22 contains 348356 members 
Mstep: Class 23 contains 57908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156913808.000000 Penalty: 70912.937500
Iteration 32Q: 21 clusters Score -1.569138e+08 nChanged 13503
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 202904 members 
Mstep: Class 2 contains 9860 members 
Mstep: Class 4 contains 31507 members 
Mstep: Class 5 contains 11237 members 
Mstep: Class 6 contains 207422 members 
Mstep: Class 7 contains 41397 members 
Mstep: Class 8 contains 34148 members 
Mstep: Class 9 contains 19986 members 
Mstep: Class 10 contains 41477 members 
Mstep: Class 12 contains 27958 members 
Mstep: Class 14 contains 23493 members 
Mstep: Class 15 contains 310480 members 
Mstep: Class 16 contains 20832 members 
Mstep: Class 17 contains 151122 members 
Mstep: Class 18 contains 6257 members 
Mstep: Class 19 contains 43801 members 
Mstep: Class 20 contains 18149 members 
Mstep: Class 21 contains 10028 members 
Mstep: Class 22 contains 348364 members 
Mstep: Class 23 contains 57976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156915856.000000 Penalty: 70912.937500
Iteration 33Q: 21 clusters Score -1.569159e+08 nChanged 12933
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 200373 members 
Mstep: Class 2 contains 9922 members 
Mstep: Class 4 contains 31889 members 
Mstep: Class 5 contains 11197 members 
Mstep: Class 6 contains 206882 members 
Mstep: Class 7 contains 41348 members 
Mstep: Class 8 contains 34277 members 
Mstep: Class 9 contains 20041 members 
Mstep: Class 10 contains 40746 members 
Mstep: Class 12 contains 27804 members 
Mstep: Class 14 contains 23656 members 
Mstep: Class 15 contains 312477 members 
Mstep: Class 16 contains 20742 members 
Mstep: Class 17 contains 152947 members 
Mstep: Class 18 contains 6232 members 
Mstep: Class 19 contains 43485 members 
Mstep: Class 20 contains 18437 members 
Mstep: Class 21 contains 10264 members 
Mstep: Class 22 contains 347603 members 
Mstep: Class 23 contains 58076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156917792.000000 Penalty: 70912.937500
Iteration 34Q: 21 clusters Score -1.569178e+08 nChanged 12609
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 198311 members 
Mstep: Class 2 contains 9970 members 
Mstep: Class 4 contains 32226 members 
Mstep: Class 5 contains 11182 members 
Mstep: Class 6 contains 206427 members 
Mstep: Class 7 contains 41314 members 
Mstep: Class 8 contains 34434 members 
Mstep: Class 9 contains 20112 members 
Mstep: Class 10 contains 40107 members 
Mstep: Class 12 contains 27633 members 
Mstep: Class 14 contains 23819 members 
Mstep: Class 15 contains 314447 members 
Mstep: Class 16 contains 20679 members 
Mstep: Class 17 contains 155035 members 
Mstep: Class 18 contains 6203 members 
Mstep: Class 19 contains 43009 members 
Mstep: Class 20 contains 18699 members 
Mstep: Class 21 contains 10523 members 
Mstep: Class 22 contains 346081 members 
Mstep: Class 23 contains 58187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156919808.000000 Penalty: 70912.937500
Iteration 35Q: 21 clusters Score -1.569198e+08 nChanged 12021
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 196737 members 
Mstep: Class 2 contains 10010 members 
Mstep: Class 4 contains 32525 members 
Mstep: Class 5 contains 11181 members 
Mstep: Class 6 contains 205972 members 
Mstep: Class 7 contains 41290 members 
Mstep: Class 8 contains 34594 members 
Mstep: Class 9 contains 20165 members 
Mstep: Class 10 contains 39627 members 
Mstep: Class 12 contains 27460 members 
Mstep: Class 14 contains 24009 members 
Mstep: Class 15 contains 316151 members 
Mstep: Class 16 contains 20585 members 
Mstep: Class 17 contains 157111 members 
Mstep: Class 18 contains 6163 members 
Mstep: Class 19 contains 42454 members 
Mstep: Class 20 contains 18970 members 
Mstep: Class 21 contains 10804 members 
Mstep: Class 22 contains 344300 members 
Mstep: Class 23 contains 58290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156921056.000000 Penalty: 70912.937500
Iteration 36Q: 21 clusters Score -1.569211e+08 nChanged 11165
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 195523 members 
Mstep: Class 2 contains 10032 members 
Mstep: Class 4 contains 32785 members 
Mstep: Class 5 contains 11177 members 
Mstep: Class 6 contains 205607 members 
Mstep: Class 7 contains 41281 members 
Mstep: Class 8 contains 34766 members 
Mstep: Class 9 contains 20209 members 
Mstep: Class 10 contains 39257 members 
Mstep: Class 12 contains 27302 members 
Mstep: Class 14 contains 24169 members 
Mstep: Class 15 contains 317816 members 
Mstep: Class 16 contains 20482 members 
Mstep: Class 17 contains 158964 members 
Mstep: Class 18 contains 6118 members 
Mstep: Class 19 contains 41806 members 
Mstep: Class 20 contains 19226 members 
Mstep: Class 21 contains 11082 members 
Mstep: Class 22 contains 342435 members 
Mstep: Class 23 contains 58361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156923872.000000 Penalty: 70912.937500
Iteration 37Q: 21 clusters Score -1.569239e+08 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 194575 members 
Mstep: Class 2 contains 10052 members 
Mstep: Class 4 contains 33021 members 
Mstep: Class 5 contains 11176 members 
Mstep: Class 6 contains 205250 members 
Mstep: Class 7 contains 41284 members 
Mstep: Class 8 contains 34918 members 
Mstep: Class 9 contains 20248 members 
Mstep: Class 10 contains 38941 members 
Mstep: Class 12 contains 27154 members 
Mstep: Class 14 contains 24338 members 
Mstep: Class 15 contains 319579 members 
Mstep: Class 16 contains 20377 members 
Mstep: Class 17 contains 160529 members 
Mstep: Class 18 contains 6073 members 
Mstep: Class 19 contains 41048 members 
Mstep: Class 20 contains 19499 members 
Mstep: Class 21 contains 11360 members 
Mstep: Class 22 contains 340539 members 
Mstep: Class 23 contains 58437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156926592.000000 Penalty: 70912.937500
Iteration 38Q: 21 clusters Score -1.569266e+08 nChanged 10010
Entering ConstructFrom: 
Score: -156926592.000000 Penalty: 70912.937500
Entering ConstructFrom: 
Trying to split cluster 1 (193707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193707 members 
Entering Unmasked Estep 
Score: -19407392.000000 Penalty: 3019.177246
	Iteration 0F: 2 clusters Score -1.940739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 96926 members 
Entering Unmasked Estep 
Score: -19278408.000000 Penalty: 6038.354492
	Iteration 0F: 3 clusters Score -1.927841e+07 nChanged 93321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 97317 members 
Entering Unmasked Estep 
Score: -19333242.000000 Penalty: 6038.354492
	Iteration 1F: 3 clusters Score -1.933324e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96329 members 
Mstep: Class 2 contains 97378 members 
Entering Unmasked Estep 
Score: -19334902.000000 Penalty: 6038.354492
	Iteration 2Q: 3 clusters Score -1.93349e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -19337230.000000 Penalty: 6038.354492
	Iteration 3Q: 3 clusters Score -1.933723e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96667 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -19340894.000000 Penalty: 6038.354492
	Iteration 4Q: 3 clusters Score -1.934089e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97787 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -19345656.000000 Penalty: 6038.354492
	Iteration 5Q: 3 clusters Score -1.934566e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100052 members 
Mstep: Class 2 contains 93655 members 
Entering Unmasked Estep 
Score: -19352240.000000 Penalty: 6038.354492
	Iteration 6F: 3 clusters Score -1.935224e+07 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103065 members 
Mstep: Class 2 contains 90642 members 
Entering Unmasked Estep 
Score: -19360714.000000 Penalty: 6038.354492
	Iteration 7F: 3 clusters Score -1.936071e+07 nChanged 13042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106365 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -19370400.000000 Penalty: 6038.354492
	Iteration 8F: 3 clusters Score -1.93704e+07 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -19377470.000000 Penalty: 6038.354492
	Iteration 9F: 3 clusters Score -1.937747e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111732 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -19380562.000000 Penalty: 6038.354492
	Iteration 10Q: 3 clusters Score -1.938056e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113993 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -19381960.000000 Penalty: 6038.354492
	Iteration 11Q: 3 clusters Score -1.938196e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116262 members 
Mstep: Class 2 contains 77445 members 
Entering Unmasked Estep 
Score: -19382908.000000 Penalty: 6038.354492
	Iteration 12Q: 3 clusters Score -1.938291e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118512 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -19383808.000000 Penalty: 6038.354492
	Iteration 13Q: 3 clusters Score -1.938381e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120800 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -19384712.000000 Penalty: 6038.354492
	Iteration 14Q: 3 clusters Score -1.938471e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123156 members 
Mstep: Class 2 contains 70551 members 
Entering Unmasked Estep 
Score: -19385536.000000 Penalty: 6038.354492
	Iteration 15Q: 3 clusters Score -1.938554e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125527 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -19386444.000000 Penalty: 6038.354492
	Iteration 16Q: 3 clusters Score -1.938644e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127892 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -19387286.000000 Penalty: 6038.354492
	Iteration 17Q: 3 clusters Score -1.938729e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130447 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -19388174.000000 Penalty: 6038.354492
	Iteration 18Q: 3 clusters Score -1.938817e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133009 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -19389056.000000 Penalty: 6038.354492
	Iteration 19Q: 3 clusters Score -1.938906e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135642 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -19389954.000000 Penalty: 6038.354492
	Iteration 20F: 3 clusters Score -1.938995e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138368 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -19390782.000000 Penalty: 6038.354492
	Iteration 21Q: 3 clusters Score -1.939078e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141006 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -19391544.000000 Penalty: 6038.354492
	Iteration 22Q: 3 clusters Score -1.939154e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -19392326.000000 Penalty: 6038.354492
	Iteration 23Q: 3 clusters Score -1.939233e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146377 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -19393032.000000 Penalty: 6038.354492
	Iteration 24Q: 3 clusters Score -1.939303e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149240 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -19393816.000000 Penalty: 6038.354492
	Iteration 25Q: 3 clusters Score -1.939382e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152012 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -19394736.000000 Penalty: 6038.354492
	Iteration 26Q: 3 clusters Score -1.939474e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154746 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -19395612.000000 Penalty: 6038.354492
	Iteration 27Q: 3 clusters Score -1.939561e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157378 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -19396448.000000 Penalty: 6038.354492
	Iteration 28Q: 3 clusters Score -1.939645e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159940 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -19397234.000000 Penalty: 6038.354492
	Iteration 29Q: 3 clusters Score -1.939723e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162512 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -19398120.000000 Penalty: 6038.354492
	Iteration 30Q: 3 clusters Score -1.939812e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165142 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -19398998.000000 Penalty: 6038.354492
	Iteration 31Q: 3 clusters Score -1.9399e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167907 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -19399902.000000 Penalty: 6038.354492
	Iteration 32Q: 3 clusters Score -1.93999e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170710 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -19400752.000000 Penalty: 6038.354492
	Iteration 33Q: 3 clusters Score -1.940075e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173369 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -19401570.000000 Penalty: 6038.354492
	Iteration 34Q: 3 clusters Score -1.940157e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175899 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -19402408.000000 Penalty: 6038.354492
	Iteration 35Q: 3 clusters Score -1.940241e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178292 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -19403050.000000 Penalty: 6038.354492
	Iteration 36Q: 3 clusters Score -1.940305e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180475 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -19403562.000000 Penalty: 6038.354492
	Iteration 37Q: 3 clusters Score -1.940356e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182343 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -19403938.000000 Penalty: 6038.354492
	Iteration 38Q: 3 clusters Score -1.940394e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183813 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -19404258.000000 Penalty: 6038.354492
	Iteration 39Q: 3 clusters Score -1.940426e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184912 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -19404610.000000 Penalty: 6038.354492
	Iteration 40F: 3 clusters Score -1.940461e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186133 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -19404928.000000 Penalty: 6038.354492
	Iteration 41Q: 3 clusters Score -1.940493e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187144 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -19405084.000000 Penalty: 6038.354492
	Iteration 42Q: 3 clusters Score -1.940508e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188004 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -19405234.000000 Penalty: 6038.354492
	Iteration 43Q: 3 clusters Score -1.940523e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188712 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -19405394.000000 Penalty: 6038.354492
	Iteration 44Q: 3 clusters Score -1.940539e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189251 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -19405442.000000 Penalty: 6038.354492
	Iteration 45Q: 3 clusters Score -1.940544e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189692 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -19405478.000000 Penalty: 6038.354492
	Iteration 46Q: 3 clusters Score -1.940548e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190064 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -19405562.000000 Penalty: 6038.354492
	Iteration 47Q: 3 clusters Score -1.940556e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190368 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -19405612.000000 Penalty: 6038.354492
	Iteration 48Q: 3 clusters Score -1.940561e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190620 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -19405708.000000 Penalty: 6038.354492
	Iteration 49Q: 3 clusters Score -1.940571e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190850 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -19405680.000000 Penalty: 6038.354492
	Iteration 50Q: 3 clusters Score -1.940568e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191038 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -19405692.000000 Penalty: 6038.354492
	Iteration 51Q: 3 clusters Score -1.940569e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191169 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -19405658.000000 Penalty: 6038.354492
	Iteration 52Q: 3 clusters Score -1.940566e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191276 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -19405680.000000 Penalty: 6038.354492
	Iteration 53Q: 3 clusters Score -1.940568e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191372 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -19405674.000000 Penalty: 6038.354492
	Iteration 54Q: 3 clusters Score -1.940567e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191447 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -19405700.000000 Penalty: 6038.354492
	Iteration 55Q: 3 clusters Score -1.94057e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191513 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -19405692.000000 Penalty: 6038.354492
	Iteration 56Q: 3 clusters Score -1.940569e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191572 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -19405698.000000 Penalty: 6038.354492
	Iteration 57Q: 3 clusters Score -1.94057e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191614 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -19405710.000000 Penalty: 6038.354492
	Iteration 58Q: 3 clusters Score -1.940571e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191648 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -19405714.000000 Penalty: 6038.354492
	Iteration 59Q: 3 clusters Score -1.940571e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191669 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -19405712.000000 Penalty: 6038.354492
	Iteration 60F: 3 clusters Score -1.940571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191688 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -19405740.000000 Penalty: 6038.354492
	Iteration 61Q: 3 clusters Score -1.940574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191708 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -19405722.000000 Penalty: 6038.354492
	Iteration 62Q: 3 clusters Score -1.940572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191735 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -19405710.000000 Penalty: 6038.354492
	Iteration 63Q: 3 clusters Score -1.940571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191754 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -19405720.000000 Penalty: 6038.354492
	Iteration 64Q: 3 clusters Score -1.940572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191769 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -19405692.000000 Penalty: 6038.354492
	Iteration 65Q: 3 clusters Score -1.940569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191781 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -19405708.000000 Penalty: 6038.354492
	Iteration 66Q: 3 clusters Score -1.940571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191795 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -19405686.000000 Penalty: 6038.354492
	Iteration 67Q: 3 clusters Score -1.940569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191803 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -19405688.000000 Penalty: 6038.354492
	Iteration 68Q: 3 clusters Score -1.940569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191813 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -19405694.000000 Penalty: 6038.354492
	Iteration 69Q: 3 clusters Score -1.940569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191823 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -19405702.000000 Penalty: 6038.354492
	Iteration 70Q: 3 clusters Score -1.94057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191831 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -19405692.000000 Penalty: 6038.354492
	Iteration 71Q: 3 clusters Score -1.940569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191836 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -19405690.000000 Penalty: 6038.354492
	Iteration 72Q: 3 clusters Score -1.940569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191839 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -19405688.000000 Penalty: 6038.354492
	Iteration 73Q: 3 clusters Score -1.940569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191842 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -19405696.000000 Penalty: 6038.354492
	Iteration 74Q: 3 clusters Score -1.94057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191844 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -19405702.000000 Penalty: 6038.354492
	Iteration 75Q: 3 clusters Score -1.94057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191846 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -19405688.000000 Penalty: 6038.354492
	Iteration 76Q: 3 clusters Score -1.940569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191850 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -19405698.000000 Penalty: 6038.354492
	Iteration 77Q: 3 clusters Score -1.94057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191856 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -19405692.000000 Penalty: 6038.354492
	Iteration 78Q: 3 clusters Score -1.940569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191860 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -19405672.000000 Penalty: 6038.354492
	Iteration 79Q: 3 clusters Score -1.940567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191863 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -19405676.000000 Penalty: 6038.354492
	Iteration 80F: 3 clusters Score -1.940568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191869 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -19405676.000000 Penalty: 6038.354492
	Iteration 81Q: 3 clusters Score -1.940568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191872 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -19405700.000000 Penalty: 6038.354492
	Iteration 82Q: 3 clusters Score -1.94057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191876 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -19405696.000000 Penalty: 6038.354492
	Iteration 83Q: 3 clusters Score -1.94057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191882 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -19405694.000000 Penalty: 6038.354492
	Iteration 84Q: 3 clusters Score -1.940569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191887 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -19405702.000000 Penalty: 6038.354492
	Iteration 85Q: 3 clusters Score -1.94057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191887 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -19405704.000000 Penalty: 6038.354492
	Iteration 86Q: 3 clusters Score -1.94057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191888 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -19405700.000000 Penalty: 6038.354492
	Iteration 87Q: 3 clusters Score -1.94057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191891 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -19405704.000000 Penalty: 6038.354492
	Iteration 88Q: 3 clusters Score -1.94057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191894 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -19405686.000000 Penalty: 6038.354492
	Iteration 89Q: 3 clusters Score -1.940569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191898 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -19405692.000000 Penalty: 6038.354492
	Iteration 90Q: 3 clusters Score -1.940569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191900 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -19405698.000000 Penalty: 6038.354492
	Iteration 91Q: 3 clusters Score -1.94057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191901 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -19405704.000000 Penalty: 6038.354492
	Iteration 92Q: 3 clusters Score -1.94057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191901 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -19405704.000000 Penalty: 6038.354492
	Iteration 93F: 3 clusters Score -1.94057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Entering Unmasked Estep 
Score: -1006904.000000 Penalty: 2286.066650
	Iteration 0F: 2 clusters Score -1006904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -999047.312500 Penalty: 4572.133301
	Iteration 0F: 3 clusters Score -999047.3 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1001339.875000 Penalty: 4572.133301
	Iteration 1F: 3 clusters Score -1001340 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1001736.187500 Penalty: 4572.133301
	Iteration 2F: 3 clusters Score -1001736 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1002017.437500 Penalty: 4572.133301
	Iteration 3F: 3 clusters Score -1002017 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1002229.062500 Penalty: 4572.133301
	Iteration 4Q: 3 clusters Score -1002229 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1002395.375000 Penalty: 4572.133301
	Iteration 5Q: 3 clusters Score -1002395 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1002528.750000 Penalty: 4572.133301
	Iteration 6Q: 3 clusters Score -1002529 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1002647.875000 Penalty: 4572.133301
	Iteration 7Q: 3 clusters Score -1002648 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1002760.875000 Penalty: 4572.133301
	Iteration 8Q: 3 clusters Score -1002761 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1002858.437500 Penalty: 4572.133301
	Iteration 9Q: 3 clusters Score -1002858 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1002940.125000 Penalty: 4572.133301
	Iteration 10Q: 3 clusters Score -1002940 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1003017.000000 Penalty: 4572.133301
	Iteration 11Q: 3 clusters Score -1003017 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1003085.937500 Penalty: 4572.133301
	Iteration 12Q: 3 clusters Score -1003086 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1003175.062500 Penalty: 4572.133301
	Iteration 13Q: 3 clusters Score -1003175 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1003271.562500 Penalty: 4572.133301
	Iteration 14Q: 3 clusters Score -1003272 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1003354.375000 Penalty: 4572.133301
	Iteration 15Q: 3 clusters Score -1003354 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1003427.875000 Penalty: 4572.133301
	Iteration 16Q: 3 clusters Score -1003428 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1003501.312500 Penalty: 4572.133301
	Iteration 17Q: 3 clusters Score -1003501 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1003569.750000 Penalty: 4572.133301
	Iteration 18Q: 3 clusters Score -1003570 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1003636.875000 Penalty: 4572.133301
	Iteration 19Q: 3 clusters Score -1003637 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1003686.250000 Penalty: 4572.133301
	Iteration 20F: 3 clusters Score -1003686 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1003732.875000 Penalty: 4572.133301
	Iteration 21Q: 3 clusters Score -1003733 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1003775.312500 Penalty: 4572.133301
	Iteration 22Q: 3 clusters Score -1003775 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1003818.312500 Penalty: 4572.133301
	Iteration 23Q: 3 clusters Score -1003818 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1003861.562500 Penalty: 4572.133301
	Iteration 24Q: 3 clusters Score -1003862 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1003908.312500 Penalty: 4572.133301
	Iteration 25Q: 3 clusters Score -1003908 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1003956.000000 Penalty: 4572.133301
	Iteration 26Q: 3 clusters Score -1003956 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1003999.812500 Penalty: 4572.133301
	Iteration 27Q: 3 clusters Score -1004000 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1004044.312500 Penalty: 4572.133301
	Iteration 28Q: 3 clusters Score -1004044 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1004074.000000 Penalty: 4572.133301
	Iteration 29Q: 3 clusters Score -1004074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1004101.687500 Penalty: 4572.133301
	Iteration 30Q: 3 clusters Score -1004102 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1004128.125000 Penalty: 4572.133301
	Iteration 31Q: 3 clusters Score -1004128 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1004154.687500 Penalty: 4572.133301
	Iteration 32Q: 3 clusters Score -1004155 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1004177.687500 Penalty: 4572.133301
	Iteration 33Q: 3 clusters Score -1004178 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1004211.500000 Penalty: 4572.133301
	Iteration 34Q: 3 clusters Score -1004212 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1004254.750000 Penalty: 4572.133301
	Iteration 35Q: 3 clusters Score -1004255 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1004294.375000 Penalty: 4572.133301
	Iteration 36Q: 3 clusters Score -1004294 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1004330.812500 Penalty: 4572.133301
	Iteration 37Q: 3 clusters Score -1004331 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1004368.562500 Penalty: 4572.133301
	Iteration 38Q: 3 clusters Score -1004369 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1004409.000000 Penalty: 4572.133301
	Iteration 39Q: 3 clusters Score -1004409 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1004451.187500 Penalty: 4572.133301
	Iteration 40F: 3 clusters Score -1004451 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1004499.937500 Penalty: 4572.133301
	Iteration 41Q: 3 clusters Score -1004500 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1004550.812500 Penalty: 4572.133301
	Iteration 42Q: 3 clusters Score -1004551 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1004608.687500 Penalty: 4572.133301
	Iteration 43Q: 3 clusters Score -1004609 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1004655.625000 Penalty: 4572.133301
	Iteration 44Q: 3 clusters Score -1004656 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1004703.500000 Penalty: 4572.133301
	Iteration 45Q: 3 clusters Score -1004704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1004757.125000 Penalty: 4572.133301
	Iteration 46Q: 3 clusters Score -1004757 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1004816.875000 Penalty: 4572.133301
	Iteration 47Q: 3 clusters Score -1004817 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1004872.375000 Penalty: 4572.133301
	Iteration 48Q: 3 clusters Score -1004872 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1004918.062500 Penalty: 4572.133301
	Iteration 49Q: 3 clusters Score -1004918 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1004957.875000 Penalty: 4572.133301
	Iteration 50Q: 3 clusters Score -1004958 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1004993.000000 Penalty: 4572.133301
	Iteration 51Q: 3 clusters Score -1004993 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1005018.375000 Penalty: 4572.133301
	Iteration 52Q: 3 clusters Score -1005018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1005045.875000 Penalty: 4572.133301
	Iteration 53Q: 3 clusters Score -1005046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1005068.500000 Penalty: 4572.133301
	Iteration 54Q: 3 clusters Score -1005068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1005087.875000 Penalty: 4572.133301
	Iteration 55Q: 3 clusters Score -1005088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1005106.687500 Penalty: 4572.133301
	Iteration 56Q: 3 clusters Score -1005107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1005126.937500 Penalty: 4572.133301
	Iteration 57Q: 3 clusters Score -1005127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1005137.062500 Penalty: 4572.133301
	Iteration 58Q: 3 clusters Score -1005137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1005143.812500 Penalty: 4572.133301
	Iteration 59Q: 3 clusters Score -1005144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1005151.250000 Penalty: 4572.133301
	Iteration 60F: 3 clusters Score -1005151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1005160.625000 Penalty: 4572.133301
	Iteration 61Q: 3 clusters Score -1005161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1005174.000000 Penalty: 4572.133301
	Iteration 62Q: 3 clusters Score -1005174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1005189.250000 Penalty: 4572.133301
	Iteration 63Q: 3 clusters Score -1005189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1005199.312500 Penalty: 4572.133301
	Iteration 64Q: 3 clusters Score -1005199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1005203.437500 Penalty: 4572.133301
	Iteration 65Q: 3 clusters Score -1005203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1005214.437500 Penalty: 4572.133301
	Iteration 66Q: 3 clusters Score -1005214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1005221.437500 Penalty: 4572.133301
	Iteration 67Q: 3 clusters Score -1005221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1005225.937500 Penalty: 4572.133301
	Iteration 68Q: 3 clusters Score -1005226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1005228.375000 Penalty: 4572.133301
	Iteration 69Q: 3 clusters Score -1005228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1005235.562500 Penalty: 4572.133301
	Iteration 70Q: 3 clusters Score -1005236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1005235.437500 Penalty: 4572.133301
	Iteration 71Q: 3 clusters Score -1005235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1005238.500000 Penalty: 4572.133301
	Iteration 72Q: 3 clusters Score -1005238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1005238.500000 Penalty: 4572.133301
	Iteration 73F: 3 clusters Score -1005238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Entering Unmasked Estep 
Score: -3204914.750000 Penalty: 2582.009521
	Iteration 0F: 2 clusters Score -3204915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -3182234.500000 Penalty: 5164.019043
	Iteration 0F: 3 clusters Score -3182234 nChanged 15153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -3191706.750000 Penalty: 5164.019043
	Iteration 1F: 3 clusters Score -3191707 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3193931.500000 Penalty: 5164.019043
	Iteration 2F: 3 clusters Score -3193932 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3197040.500000 Penalty: 5164.019043
	Iteration 3F: 3 clusters Score -3197040 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3200404.750000 Penalty: 5164.019043
	Iteration 4F: 3 clusters Score -3200405 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3202901.750000 Penalty: 5164.019043
	Iteration 5F: 3 clusters Score -3202902 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3204424.500000 Penalty: 5164.019043
	Iteration 6F: 3 clusters Score -3204424 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3205314.000000 Penalty: 5164.019043
	Iteration 7Q: 3 clusters Score -3205314 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3206008.500000 Penalty: 5164.019043
	Iteration 8Q: 3 clusters Score -3206008 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3206540.750000 Penalty: 5164.019043
	Iteration 9Q: 3 clusters Score -3206541 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3207076.750000 Penalty: 5164.019043
	Iteration 10Q: 3 clusters Score -3207077 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -3207418.250000 Penalty: 5164.019043
	Iteration 11Q: 3 clusters Score -3207418 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3207638.250000 Penalty: 5164.019043
	Iteration 12Q: 3 clusters Score -3207638 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3207806.750000 Penalty: 5164.019043
	Iteration 13Q: 3 clusters Score -3207807 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -3207906.250000 Penalty: 5164.019043
	Iteration 14Q: 3 clusters Score -3207906 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -3207974.750000 Penalty: 5164.019043
	Iteration 15Q: 3 clusters Score -3207975 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3208012.500000 Penalty: 5164.019043
	Iteration 16Q: 3 clusters Score -3208012 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3208040.000000 Penalty: 5164.019043
	Iteration 17Q: 3 clusters Score -3208040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -3208061.000000 Penalty: 5164.019043
	Iteration 18Q: 3 clusters Score -3208061 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -3208060.000000 Penalty: 5164.019043
	Iteration 19Q: 3 clusters Score -3208060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -3208072.250000 Penalty: 5164.019043
	Iteration 20F: 3 clusters Score -3208072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3208076.750000 Penalty: 5164.019043
	Iteration 21Q: 3 clusters Score -3208077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3208080.000000 Penalty: 5164.019043
	Iteration 22Q: 3 clusters Score -3208080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3208081.750000 Penalty: 5164.019043
	Iteration 23Q: 3 clusters Score -3208082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3208085.500000 Penalty: 5164.019043
	Iteration 24Q: 3 clusters Score -3208086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -3208086.500000 Penalty: 5164.019043
	Iteration 25Q: 3 clusters Score -3208086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -3208088.750000 Penalty: 5164.019043
	Iteration 26Q: 3 clusters Score -3208089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -3208087.750000 Penalty: 5164.019043
	Iteration 27Q: 3 clusters Score -3208088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3208088.250000 Penalty: 5164.019043
	Iteration 28Q: 3 clusters Score -3208088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3208090.250000 Penalty: 5164.019043
	Iteration 29Q: 3 clusters Score -3208090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3208093.750000 Penalty: 5164.019043
	Iteration 30Q: 3 clusters Score -3208094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3208089.250000 Penalty: 5164.019043
	Iteration 31Q: 3 clusters Score -3208089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3208087.250000 Penalty: 5164.019043
	Iteration 32Q: 3 clusters Score -3208087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -3208086.500000 Penalty: 5164.019043
	Iteration 33Q: 3 clusters Score -3208086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3208082.500000 Penalty: 5164.019043
	Iteration 34Q: 3 clusters Score -3208082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -3208086.250000 Penalty: 5164.019043
	Iteration 35Q: 3 clusters Score -3208086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3208085.750000 Penalty: 5164.019043
	Iteration 36Q: 3 clusters Score -3208086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -3208089.750000 Penalty: 5164.019043
	Iteration 37Q: 3 clusters Score -3208090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3208089.750000 Penalty: 5164.019043
	Iteration 38Q: 3 clusters Score -3208090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3208089.750000 Penalty: 5164.019043
	Iteration 39F: 3 clusters Score -3208090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 193707 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 10034 members 
Mstep: Class 4 contains 23200 members 
Mstep: Class 5 contains 11169 members 
Mstep: Class 6 contains 204841 members 
Mstep: Class 7 contains 41285 members 
Mstep: Class 8 contains 35041 members 
Mstep: Class 9 contains 20314 members 
Mstep: Class 10 contains 38629 members 
Mstep: Class 12 contains 27009 members 
Mstep: Class 14 contains 24480 members 
Mstep: Class 15 contains 321627 members 
Mstep: Class 16 contains 20335 members 
Mstep: Class 17 contains 161641 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 40229 members 
Mstep: Class 20 contains 19786 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 22 contains 338825 members 
Mstep: Class 23 contains 58498 members 
Entering Unmasked Estep 
Score: -156930288.000000 Penalty: 74458.578125
Splitting cluster 4 changes total score from -156926592.000000 to -156930288.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (11169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Entering Unmasked Estep 
Score: -932278.562500 Penalty: 2311.582520
	Iteration 0F: 2 clusters Score -932278.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -923958.062500 Penalty: 4623.165039
	Iteration 0F: 3 clusters Score -923958.1 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -928256.375000 Penalty: 4623.165039
	Iteration 1F: 3 clusters Score -928256.4 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -930543.125000 Penalty: 4623.165039
	Iteration 2F: 3 clusters Score -930543.1 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -932164.312500 Penalty: 4623.165039
	Iteration 3F: 3 clusters Score -932164.3 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -933088.250000 Penalty: 4623.165039
	Iteration 4F: 3 clusters Score -933088.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -933575.187500 Penalty: 4623.165039
	Iteration 5F: 3 clusters Score -933575.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -933917.687500 Penalty: 4623.165039
	Iteration 6Q: 3 clusters Score -933917.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -934205.750000 Penalty: 4623.165039
	Iteration 7Q: 3 clusters Score -934205.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -934415.687500 Penalty: 4623.165039
	Iteration 8Q: 3 clusters Score -934415.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -934572.812500 Penalty: 4623.165039
	Iteration 9Q: 3 clusters Score -934572.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -934684.812500 Penalty: 4623.165039
	Iteration 10Q: 3 clusters Score -934684.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -934779.562500 Penalty: 4623.165039
	Iteration 11Q: 3 clusters Score -934779.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -934874.750000 Penalty: 4623.165039
	Iteration 12Q: 3 clusters Score -934874.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -934959.500000 Penalty: 4623.165039
	Iteration 13Q: 3 clusters Score -934959.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -935027.687500 Penalty: 4623.165039
	Iteration 14Q: 3 clusters Score -935027.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -935086.937500 Penalty: 4623.165039
	Iteration 15Q: 3 clusters Score -935086.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -935151.000000 Penalty: 4623.165039
	Iteration 16Q: 3 clusters Score -935151 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -935241.312500 Penalty: 4623.165039
	Iteration 17Q: 3 clusters Score -935241.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -935400.687500 Penalty: 4623.165039
	Iteration 18Q: 3 clusters Score -935400.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -935538.000000 Penalty: 4623.165039
	Iteration 19Q: 3 clusters Score -935538 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -935643.625000 Penalty: 4623.165039
	Iteration 20F: 3 clusters Score -935643.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -935684.875000 Penalty: 4623.165039
	Iteration 21Q: 3 clusters Score -935684.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -935699.437500 Penalty: 4623.165039
	Iteration 22Q: 3 clusters Score -935699.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -935708.062500 Penalty: 4623.165039
	Iteration 23Q: 3 clusters Score -935708.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -935717.437500 Penalty: 4623.165039
	Iteration 24Q: 3 clusters Score -935717.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -935720.312500 Penalty: 4623.165039
	Iteration 25Q: 3 clusters Score -935720.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -935724.000000 Penalty: 4623.165039
	Iteration 26Q: 3 clusters Score -935724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -935726.562500 Penalty: 4623.165039
	Iteration 27Q: 3 clusters Score -935726.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -935726.125000 Penalty: 4623.165039
	Iteration 28Q: 3 clusters Score -935726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -935726.562500 Penalty: 4623.165039
	Iteration 29Q: 3 clusters Score -935726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -935725.687500 Penalty: 4623.165039
	Iteration 30Q: 3 clusters Score -935725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -935726.812500 Penalty: 4623.165039
	Iteration 31Q: 3 clusters Score -935726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -935727.500000 Penalty: 4623.165039
	Iteration 32Q: 3 clusters Score -935727.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -935727.125000 Penalty: 4623.165039
	Iteration 33Q: 3 clusters Score -935727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -935730.437500 Penalty: 4623.165039
	Iteration 34Q: 3 clusters Score -935730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -935734.000000 Penalty: 4623.165039
	Iteration 35Q: 3 clusters Score -935734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -935731.250000 Penalty: 4623.165039
	Iteration 36Q: 3 clusters Score -935731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -935732.312500 Penalty: 4623.165039
	Iteration 37Q: 3 clusters Score -935732.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -935730.625000 Penalty: 4623.165039
	Iteration 38Q: 3 clusters Score -935730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -935732.437500 Penalty: 4623.165039
	Iteration 39Q: 3 clusters Score -935732.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -935732.437500 Penalty: 4623.165039
	Iteration 40F: 3 clusters Score -935732.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 193707 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 10034 members 
Mstep: Class 4 contains 23200 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 204841 members 
Mstep: Class 7 contains 41285 members 
Mstep: Class 8 contains 35041 members 
Mstep: Class 9 contains 20314 members 
Mstep: Class 10 contains 38629 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 27009 members 
Mstep: Class 14 contains 24480 members 
Mstep: Class 15 contains 321627 members 
Mstep: Class 16 contains 20335 members 
Mstep: Class 17 contains 161641 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 40229 members 
Mstep: Class 20 contains 19786 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 22 contains 338825 members 
Mstep: Class 23 contains 58498 members 
Entering Unmasked Estep 
Score: -156932160.000000 Penalty: 78004.226562
Splitting cluster 5 changes total score from -156926592.000000 to -156932160.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 6 (204841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204841 members 
Entering Unmasked Estep 
Score: -20643278.000000 Penalty: 3033.037354
	Iteration 0F: 2 clusters Score -2.064328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 102475 members 
Entering Unmasked Estep 
Score: -20507754.000000 Penalty: 6066.074707
	Iteration 0F: 3 clusters Score -2.050775e+07 nChanged 98745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 103506 members 
Entering Unmasked Estep 
Score: -20565860.000000 Penalty: 6066.074707
	Iteration 1F: 3 clusters Score -2.056586e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100167 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -20568482.000000 Penalty: 6066.074707
	Iteration 2Q: 3 clusters Score -2.056848e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98015 members 
Mstep: Class 2 contains 106826 members 
Entering Unmasked Estep 
Score: -20574182.000000 Penalty: 6066.074707
	Iteration 3Q: 3 clusters Score -2.057418e+07 nChanged 13605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 110571 members 
Entering Unmasked Estep 
Score: -20585906.000000 Penalty: 6066.074707
	Iteration 4F: 3 clusters Score -2.058591e+07 nChanged 18087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 116766 members 
Entering Unmasked Estep 
Score: -20605284.000000 Penalty: 6066.074707
	Iteration 5F: 3 clusters Score -2.060528e+07 nChanged 20232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 124358 members 
Entering Unmasked Estep 
Score: -20628682.000000 Penalty: 6066.074707
	Iteration 6F: 3 clusters Score -2.062868e+07 nChanged 16918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 129906 members 
Entering Unmasked Estep 
Score: -20646418.000000 Penalty: 6066.074707
	Iteration 7F: 3 clusters Score -2.064642e+07 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71572 members 
Mstep: Class 2 contains 133269 members 
Entering Unmasked Estep 
Score: -20654608.000000 Penalty: 6066.074707
	Iteration 8F: 3 clusters Score -2.065461e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 136143 members 
Entering Unmasked Estep 
Score: -20658552.000000 Penalty: 6066.074707
	Iteration 9Q: 3 clusters Score -2.065855e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65772 members 
Mstep: Class 2 contains 139069 members 
Entering Unmasked Estep 
Score: -20661464.000000 Penalty: 6066.074707
	Iteration 10Q: 3 clusters Score -2.066146e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 141898 members 
Entering Unmasked Estep 
Score: -20663780.000000 Penalty: 6066.074707
	Iteration 11Q: 3 clusters Score -2.066378e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 144460 members 
Entering Unmasked Estep 
Score: -20665090.000000 Penalty: 6066.074707
	Iteration 12Q: 3 clusters Score -2.066509e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 146453 members 
Entering Unmasked Estep 
Score: -20665970.000000 Penalty: 6066.074707
	Iteration 13Q: 3 clusters Score -2.066597e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 147997 members 
Entering Unmasked Estep 
Score: -20666442.000000 Penalty: 6066.074707
	Iteration 14Q: 3 clusters Score -2.066644e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 149171 members 
Entering Unmasked Estep 
Score: -20666684.000000 Penalty: 6066.074707
	Iteration 15Q: 3 clusters Score -2.066668e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 150113 members 
Entering Unmasked Estep 
Score: -20666858.000000 Penalty: 6066.074707
	Iteration 16Q: 3 clusters Score -2.066686e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 150857 members 
Entering Unmasked Estep 
Score: -20666944.000000 Penalty: 6066.074707
	Iteration 17Q: 3 clusters Score -2.066694e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 151430 members 
Entering Unmasked Estep 
Score: -20667030.000000 Penalty: 6066.074707
	Iteration 18Q: 3 clusters Score -2.066703e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 151860 members 
Entering Unmasked Estep 
Score: -20667156.000000 Penalty: 6066.074707
	Iteration 19Q: 3 clusters Score -2.066716e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 152198 members 
Entering Unmasked Estep 
Score: -20667140.000000 Penalty: 6066.074707
	Iteration 20F: 3 clusters Score -2.066714e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 152474 members 
Entering Unmasked Estep 
Score: -20667156.000000 Penalty: 6066.074707
	Iteration 21Q: 3 clusters Score -2.066716e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 152676 members 
Entering Unmasked Estep 
Score: -20667182.000000 Penalty: 6066.074707
	Iteration 22Q: 3 clusters Score -2.066718e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 152828 members 
Entering Unmasked Estep 
Score: -20667184.000000 Penalty: 6066.074707
	Iteration 23Q: 3 clusters Score -2.066718e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 152938 members 
Entering Unmasked Estep 
Score: -20667176.000000 Penalty: 6066.074707
	Iteration 24Q: 3 clusters Score -2.066718e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 153020 members 
Entering Unmasked Estep 
Score: -20667172.000000 Penalty: 6066.074707
	Iteration 25Q: 3 clusters Score -2.066717e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 153088 members 
Entering Unmasked Estep 
Score: -20667168.000000 Penalty: 6066.074707
	Iteration 26Q: 3 clusters Score -2.066717e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 153142 members 
Entering Unmasked Estep 
Score: -20667210.000000 Penalty: 6066.074707
	Iteration 27Q: 3 clusters Score -2.066721e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 153186 members 
Entering Unmasked Estep 
Score: -20667202.000000 Penalty: 6066.074707
	Iteration 28Q: 3 clusters Score -2.06672e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 153221 members 
Entering Unmasked Estep 
Score: -20667224.000000 Penalty: 6066.074707
	Iteration 29Q: 3 clusters Score -2.066722e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 153242 members 
Entering Unmasked Estep 
Score: -20667222.000000 Penalty: 6066.074707
	Iteration 30Q: 3 clusters Score -2.066722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 153256 members 
Entering Unmasked Estep 
Score: -20667228.000000 Penalty: 6066.074707
	Iteration 31Q: 3 clusters Score -2.066723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 153268 members 
Entering Unmasked Estep 
Score: -20667216.000000 Penalty: 6066.074707
	Iteration 32Q: 3 clusters Score -2.066722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 153284 members 
Entering Unmasked Estep 
Score: -20667234.000000 Penalty: 6066.074707
	Iteration 33Q: 3 clusters Score -2.066723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 153287 members 
Entering Unmasked Estep 
Score: -20667240.000000 Penalty: 6066.074707
	Iteration 34Q: 3 clusters Score -2.066724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 153290 members 
Entering Unmasked Estep 
Score: -20667244.000000 Penalty: 6066.074707
	Iteration 35Q: 3 clusters Score -2.066724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 153293 members 
Entering Unmasked Estep 
Score: -20667252.000000 Penalty: 6066.074707
	Iteration 36Q: 3 clusters Score -2.066725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 153294 members 
Entering Unmasked Estep 
Score: -20667240.000000 Penalty: 6066.074707
	Iteration 37Q: 3 clusters Score -2.066724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 153297 members 
Entering Unmasked Estep 
Score: -20667248.000000 Penalty: 6066.074707
	Iteration 38Q: 3 clusters Score -2.066725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 153299 members 
Entering Unmasked Estep 
Score: -20667260.000000 Penalty: 6066.074707
	Iteration 39Q: 3 clusters Score -2.066726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 153304 members 
Entering Unmasked Estep 
Score: -20667244.000000 Penalty: 6066.074707
	Iteration 40F: 3 clusters Score -2.066724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 153308 members 
Entering Unmasked Estep 
Score: -20667244.000000 Penalty: 6066.074707
	Iteration 41Q: 3 clusters Score -2.066724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 153310 members 
Entering Unmasked Estep 
Score: -20667246.000000 Penalty: 6066.074707
	Iteration 42Q: 3 clusters Score -2.066725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 153310 members 
Entering Unmasked Estep 
Score: -20667246.000000 Penalty: 6066.074707
	Iteration 43F: 3 clusters Score -2.066725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 193707 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 10034 members 
Mstep: Class 4 contains 23200 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 51531 members 
Mstep: Class 7 contains 41285 members 
Mstep: Class 8 contains 35041 members 
Mstep: Class 9 contains 20314 members 
Mstep: Class 10 contains 38629 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 27009 members 
Mstep: Class 13 contains 153310 members 
Mstep: Class 14 contains 24480 members 
Mstep: Class 15 contains 321627 members 
Mstep: Class 16 contains 20335 members 
Mstep: Class 17 contains 161641 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 40229 members 
Mstep: Class 20 contains 19786 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 22 contains 338825 members 
Mstep: Class 23 contains 58498 members 
Entering Unmasked Estep 
Score: -156958256.000000 Penalty: 81549.875000
Splitting cluster 6 changes total score from -156926592.000000 to -156958256.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 7 (41285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Entering Unmasked Estep 
Score: -3967730.750000 Penalty: 2635.807129
	Iteration 0F: 2 clusters Score -3967731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -3939744.000000 Penalty: 5271.614258
	Iteration 0F: 3 clusters Score -3939744 nChanged 19000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3950914.000000 Penalty: 5271.614258
	Iteration 1F: 3 clusters Score -3950914 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -3952526.000000 Penalty: 5271.614258
	Iteration 2F: 3 clusters Score -3952526 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3954733.000000 Penalty: 5271.614258
	Iteration 3F: 3 clusters Score -3954733 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3957096.500000 Penalty: 5271.614258
	Iteration 4F: 3 clusters Score -3957096 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3959412.000000 Penalty: 5271.614258
	Iteration 5F: 3 clusters Score -3959412 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3961517.000000 Penalty: 5271.614258
	Iteration 6F: 3 clusters Score -3961517 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3963251.250000 Penalty: 5271.614258
	Iteration 7F: 3 clusters Score -3963251 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -3964801.500000 Penalty: 5271.614258
	Iteration 8Q: 3 clusters Score -3964802 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -3966275.750000 Penalty: 5271.614258
	Iteration 9Q: 3 clusters Score -3966276 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3967407.500000 Penalty: 5271.614258
	Iteration 10Q: 3 clusters Score -3967408 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3968168.750000 Penalty: 5271.614258
	Iteration 11Q: 3 clusters Score -3968169 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3968610.000000 Penalty: 5271.614258
	Iteration 12Q: 3 clusters Score -3968610 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3968824.250000 Penalty: 5271.614258
	Iteration 13Q: 3 clusters Score -3968824 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3968996.750000 Penalty: 5271.614258
	Iteration 14Q: 3 clusters Score -3968997 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -3969136.000000 Penalty: 5271.614258
	Iteration 15Q: 3 clusters Score -3969136 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -3969307.750000 Penalty: 5271.614258
	Iteration 16Q: 3 clusters Score -3969308 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3969477.250000 Penalty: 5271.614258
	Iteration 17Q: 3 clusters Score -3969477 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -3969713.500000 Penalty: 5271.614258
	Iteration 18Q: 3 clusters Score -3969714 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -3970026.500000 Penalty: 5271.614258
	Iteration 19Q: 3 clusters Score -3970026 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -3971029.750000 Penalty: 5271.614258
	Iteration 20F: 3 clusters Score -3971030 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3973526.750000 Penalty: 5271.614258
	Iteration 21Q: 3 clusters Score -3973527 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3974690.750000 Penalty: 5271.614258
	Iteration 22Q: 3 clusters Score -3974691 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -3975004.000000 Penalty: 5271.614258
	Iteration 23Q: 3 clusters Score -3975004 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -3975106.250000 Penalty: 5271.614258
	Iteration 24Q: 3 clusters Score -3975106 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -3975169.750000 Penalty: 5271.614258
	Iteration 25Q: 3 clusters Score -3975170 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -3975203.250000 Penalty: 5271.614258
	Iteration 26Q: 3 clusters Score -3975203 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -3975243.250000 Penalty: 5271.614258
	Iteration 27Q: 3 clusters Score -3975243 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -3975270.000000 Penalty: 5271.614258
	Iteration 28Q: 3 clusters Score -3975270 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -3975289.000000 Penalty: 5271.614258
	Iteration 29Q: 3 clusters Score -3975289 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -3975302.000000 Penalty: 5271.614258
	Iteration 30Q: 3 clusters Score -3975302 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -3975309.250000 Penalty: 5271.614258
	Iteration 31Q: 3 clusters Score -3975309 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -3975324.250000 Penalty: 5271.614258
	Iteration 32Q: 3 clusters Score -3975324 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3975323.750000 Penalty: 5271.614258
	Iteration 33Q: 3 clusters Score -3975324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -3975335.500000 Penalty: 5271.614258
	Iteration 34Q: 3 clusters Score -3975336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -3975342.250000 Penalty: 5271.614258
	Iteration 35Q: 3 clusters Score -3975342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -3975348.000000 Penalty: 5271.614258
	Iteration 36Q: 3 clusters Score -3975348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -3975355.750000 Penalty: 5271.614258
	Iteration 37Q: 3 clusters Score -3975356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3975359.500000 Penalty: 5271.614258
	Iteration 38Q: 3 clusters Score -3975360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -3975345.000000 Penalty: 5271.614258
	Iteration 39Q: 3 clusters Score -3975345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -3975353.000000 Penalty: 5271.614258
	Iteration 40F: 3 clusters Score -3975353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -3975360.750000 Penalty: 5271.614258
	Iteration 41Q: 3 clusters Score -3975361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -3975359.250000 Penalty: 5271.614258
	Iteration 42Q: 3 clusters Score -3975359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3975357.000000 Penalty: 5271.614258
	Iteration 43Q: 3 clusters Score -3975357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -3975357.500000 Penalty: 5271.614258
	Iteration 44Q: 3 clusters Score -3975358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -3975358.500000 Penalty: 5271.614258
	Iteration 45Q: 3 clusters Score -3975358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -3975364.250000 Penalty: 5271.614258
	Iteration 46Q: 3 clusters Score -3975364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3975359.000000 Penalty: 5271.614258
	Iteration 47Q: 3 clusters Score -3975359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -3975352.000000 Penalty: 5271.614258
	Iteration 48Q: 3 clusters Score -3975352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -3975357.250000 Penalty: 5271.614258
	Iteration 49Q: 3 clusters Score -3975357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -3975359.000000 Penalty: 5271.614258
	Iteration 50Q: 3 clusters Score -3975359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -3975364.500000 Penalty: 5271.614258
	Iteration 51Q: 3 clusters Score -3975364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -3975370.250000 Penalty: 5271.614258
	Iteration 52Q: 3 clusters Score -3975370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -3975370.500000 Penalty: 5271.614258
	Iteration 53Q: 3 clusters Score -3975370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -3975371.250000 Penalty: 5271.614258
	Iteration 54Q: 3 clusters Score -3975371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3975372.000000 Penalty: 5271.614258
	Iteration 55Q: 3 clusters Score -3975372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -3975374.250000 Penalty: 5271.614258
	Iteration 56Q: 3 clusters Score -3975374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -3975377.250000 Penalty: 5271.614258
	Iteration 57Q: 3 clusters Score -3975377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -3975382.500000 Penalty: 5271.614258
	Iteration 58Q: 3 clusters Score -3975382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -3975380.750000 Penalty: 5271.614258
	Iteration 59Q: 3 clusters Score -3975381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -3975384.750000 Penalty: 5271.614258
	Iteration 60F: 3 clusters Score -3975385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -3975384.250000 Penalty: 5271.614258
	Iteration 61Q: 3 clusters Score -3975384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -3975386.250000 Penalty: 5271.614258
	Iteration 62Q: 3 clusters Score -3975386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -3975383.750000 Penalty: 5271.614258
	Iteration 63Q: 3 clusters Score -3975384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -3975385.500000 Penalty: 5271.614258
	Iteration 64Q: 3 clusters Score -3975386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -3975383.250000 Penalty: 5271.614258
	Iteration 65Q: 3 clusters Score -3975383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -3975378.500000 Penalty: 5271.614258
	Iteration 66Q: 3 clusters Score -3975378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -3975378.500000 Penalty: 5271.614258
	Iteration 67F: 3 clusters Score -3975378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 193707 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 10034 members 
Mstep: Class 4 contains 23200 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 51531 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 35041 members 
Mstep: Class 9 contains 20314 members 
Mstep: Class 10 contains 38629 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 27009 members 
Mstep: Class 13 contains 153310 members 
Mstep: Class 14 contains 24480 members 
Mstep: Class 15 contains 321627 members 
Mstep: Class 16 contains 20335 members 
Mstep: Class 17 contains 161641 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 40229 members 
Mstep: Class 20 contains 19786 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 22 contains 338825 members 
Mstep: Class 23 contains 58498 members 
Mstep: Class 24 contains 30599 members 
Entering Unmasked Estep 
Score: -156964592.000000 Penalty: 85095.523438
Splitting cluster 7 changes total score from -156926592.000000 to -156964592.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (35041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Entering Unmasked Estep 
Score: -3418369.000000 Penalty: 2595.140137
	Iteration 0F: 2 clusters Score -3418369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -3394307.250000 Penalty: 5190.280273
	Iteration 0F: 3 clusters Score -3394307 nChanged 16096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -3403587.500000 Penalty: 5190.280273
	Iteration 1F: 3 clusters Score -3403588 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3404717.500000 Penalty: 5190.280273
	Iteration 2F: 3 clusters Score -3404718 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3406151.500000 Penalty: 5190.280273
	Iteration 3F: 3 clusters Score -3406152 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -3407888.250000 Penalty: 5190.280273
	Iteration 4F: 3 clusters Score -3407888 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -3409703.000000 Penalty: 5190.280273
	Iteration 5F: 3 clusters Score -3409703 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -3411299.750000 Penalty: 5190.280273
	Iteration 6F: 3 clusters Score -3411300 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3412552.000000 Penalty: 5190.280273
	Iteration 7F: 3 clusters Score -3412552 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3413425.750000 Penalty: 5190.280273
	Iteration 8Q: 3 clusters Score -3413426 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3414045.500000 Penalty: 5190.280273
	Iteration 9Q: 3 clusters Score -3414046 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3414409.500000 Penalty: 5190.280273
	Iteration 10Q: 3 clusters Score -3414410 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3414605.250000 Penalty: 5190.280273
	Iteration 11Q: 3 clusters Score -3414605 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -3414754.000000 Penalty: 5190.280273
	Iteration 12Q: 3 clusters Score -3414754 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3414852.750000 Penalty: 5190.280273
	Iteration 13Q: 3 clusters Score -3414853 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -3414982.750000 Penalty: 5190.280273
	Iteration 14Q: 3 clusters Score -3414983 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -3415119.750000 Penalty: 5190.280273
	Iteration 15Q: 3 clusters Score -3415120 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -3415267.750000 Penalty: 5190.280273
	Iteration 16Q: 3 clusters Score -3415268 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3415429.000000 Penalty: 5190.280273
	Iteration 17Q: 3 clusters Score -3415429 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -3415607.750000 Penalty: 5190.280273
	Iteration 18Q: 3 clusters Score -3415608 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3415788.750000 Penalty: 5190.280273
	Iteration 19Q: 3 clusters Score -3415789 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3415991.000000 Penalty: 5190.280273
	Iteration 20F: 3 clusters Score -3415991 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -3416156.500000 Penalty: 5190.280273
	Iteration 21Q: 3 clusters Score -3416156 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3416328.500000 Penalty: 5190.280273
	Iteration 22Q: 3 clusters Score -3416328 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -3416446.250000 Penalty: 5190.280273
	Iteration 23Q: 3 clusters Score -3416446 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -3416503.750000 Penalty: 5190.280273
	Iteration 24Q: 3 clusters Score -3416504 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3416568.250000 Penalty: 5190.280273
	Iteration 25Q: 3 clusters Score -3416568 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3416585.000000 Penalty: 5190.280273
	Iteration 26Q: 3 clusters Score -3416585 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3416605.250000 Penalty: 5190.280273
	Iteration 27Q: 3 clusters Score -3416605 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3416627.500000 Penalty: 5190.280273
	Iteration 28Q: 3 clusters Score -3416628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3416638.250000 Penalty: 5190.280273
	Iteration 29Q: 3 clusters Score -3416638 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -3416638.000000 Penalty: 5190.280273
	Iteration 30Q: 3 clusters Score -3416638 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3416650.250000 Penalty: 5190.280273
	Iteration 31Q: 3 clusters Score -3416650 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -3416662.500000 Penalty: 5190.280273
	Iteration 32Q: 3 clusters Score -3416662 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -3416671.250000 Penalty: 5190.280273
	Iteration 33Q: 3 clusters Score -3416671 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -3416671.500000 Penalty: 5190.280273
	Iteration 34Q: 3 clusters Score -3416672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3416680.250000 Penalty: 5190.280273
	Iteration 35Q: 3 clusters Score -3416680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -3416684.000000 Penalty: 5190.280273
	Iteration 36Q: 3 clusters Score -3416684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3416679.750000 Penalty: 5190.280273
	Iteration 37Q: 3 clusters Score -3416680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3416682.750000 Penalty: 5190.280273
	Iteration 38Q: 3 clusters Score -3416683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -3416691.000000 Penalty: 5190.280273
	Iteration 39Q: 3 clusters Score -3416691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -3416688.750000 Penalty: 5190.280273
	Iteration 40F: 3 clusters Score -3416689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -3416688.000000 Penalty: 5190.280273
	Iteration 41Q: 3 clusters Score -3416688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -3416689.250000 Penalty: 5190.280273
	Iteration 42Q: 3 clusters Score -3416689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -3416696.500000 Penalty: 5190.280273
	Iteration 43Q: 3 clusters Score -3416696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -3416697.000000 Penalty: 5190.280273
	Iteration 44Q: 3 clusters Score -3416697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3416705.750000 Penalty: 5190.280273
	Iteration 45Q: 3 clusters Score -3416706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -3416706.250000 Penalty: 5190.280273
	Iteration 46Q: 3 clusters Score -3416706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -3416703.250000 Penalty: 5190.280273
	Iteration 47Q: 3 clusters Score -3416703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3416692.250000 Penalty: 5190.280273
	Iteration 48Q: 3 clusters Score -3416692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -3416694.000000 Penalty: 5190.280273
	Iteration 49Q: 3 clusters Score -3416694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3416693.250000 Penalty: 5190.280273
	Iteration 50Q: 3 clusters Score -3416693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3416689.000000 Penalty: 5190.280273
	Iteration 51Q: 3 clusters Score -3416689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3416689.000000 Penalty: 5190.280273
	Iteration 52Q: 3 clusters Score -3416689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -3416692.000000 Penalty: 5190.280273
	Iteration 53Q: 3 clusters Score -3416692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -3416692.000000 Penalty: 5190.280273
	Iteration 54F: 3 clusters Score -3416692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Entering Unmasked Estep 
Score: -2085349.375000 Penalty: 2459.928223
	Iteration 0F: 2 clusters Score -2085349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2071054.375000 Penalty: 4919.856445
	Iteration 0F: 3 clusters Score -2071054 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2075821.625000 Penalty: 4919.856445
	Iteration 1F: 3 clusters Score -2075822 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2076134.500000 Penalty: 4919.856445
	Iteration 2Q: 3 clusters Score -2076134 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2076379.375000 Penalty: 4919.856445
	Iteration 3Q: 3 clusters Score -2076379 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2076586.875000 Penalty: 4919.856445
	Iteration 4Q: 3 clusters Score -2076587 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2076773.375000 Penalty: 4919.856445
	Iteration 5Q: 3 clusters Score -2076773 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2076966.750000 Penalty: 4919.856445
	Iteration 6Q: 3 clusters Score -2076967 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2077168.375000 Penalty: 4919.856445
	Iteration 7Q: 3 clusters Score -2077168 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2077372.750000 Penalty: 4919.856445
	Iteration 8Q: 3 clusters Score -2077373 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2077619.750000 Penalty: 4919.856445
	Iteration 9Q: 3 clusters Score -2077620 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2077938.000000 Penalty: 4919.856445
	Iteration 10Q: 3 clusters Score -2077938 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2078390.875000 Penalty: 4919.856445
	Iteration 11Q: 3 clusters Score -2078391 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2079037.000000 Penalty: 4919.856445
	Iteration 12Q: 3 clusters Score -2079037 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2079783.125000 Penalty: 4919.856445
	Iteration 13F: 3 clusters Score -2079783 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2080540.125000 Penalty: 4919.856445
	Iteration 14Q: 3 clusters Score -2080540 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2081211.625000 Penalty: 4919.856445
	Iteration 15Q: 3 clusters Score -2081212 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2081703.875000 Penalty: 4919.856445
	Iteration 16Q: 3 clusters Score -2081704 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2082018.875000 Penalty: 4919.856445
	Iteration 17Q: 3 clusters Score -2082019 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2082243.125000 Penalty: 4919.856445
	Iteration 18Q: 3 clusters Score -2082243 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2082406.375000 Penalty: 4919.856445
	Iteration 19Q: 3 clusters Score -2082406 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2082532.750000 Penalty: 4919.856445
	Iteration 20F: 3 clusters Score -2082533 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2082633.250000 Penalty: 4919.856445
	Iteration 21Q: 3 clusters Score -2082633 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2082730.625000 Penalty: 4919.856445
	Iteration 22Q: 3 clusters Score -2082731 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2082799.000000 Penalty: 4919.856445
	Iteration 23Q: 3 clusters Score -2082799 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2082858.250000 Penalty: 4919.856445
	Iteration 24Q: 3 clusters Score -2082858 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2082916.125000 Penalty: 4919.856445
	Iteration 25Q: 3 clusters Score -2082916 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2082959.125000 Penalty: 4919.856445
	Iteration 26Q: 3 clusters Score -2082959 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2082999.500000 Penalty: 4919.856445
	Iteration 27Q: 3 clusters Score -2083000 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2083036.250000 Penalty: 4919.856445
	Iteration 28Q: 3 clusters Score -2083036 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2083070.000000 Penalty: 4919.856445
	Iteration 29Q: 3 clusters Score -2083070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2083095.750000 Penalty: 4919.856445
	Iteration 30Q: 3 clusters Score -2083096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2083131.750000 Penalty: 4919.856445
	Iteration 31Q: 3 clusters Score -2083132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2083161.250000 Penalty: 4919.856445
	Iteration 32Q: 3 clusters Score -2083161 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2083186.625000 Penalty: 4919.856445
	Iteration 33Q: 3 clusters Score -2083187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2083207.375000 Penalty: 4919.856445
	Iteration 34Q: 3 clusters Score -2083207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2083235.875000 Penalty: 4919.856445
	Iteration 35Q: 3 clusters Score -2083236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2083249.000000 Penalty: 4919.856445
	Iteration 36Q: 3 clusters Score -2083249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2083256.625000 Penalty: 4919.856445
	Iteration 37Q: 3 clusters Score -2083257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2083269.500000 Penalty: 4919.856445
	Iteration 38Q: 3 clusters Score -2083270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2083276.250000 Penalty: 4919.856445
	Iteration 39Q: 3 clusters Score -2083276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2083280.375000 Penalty: 4919.856445
	Iteration 40F: 3 clusters Score -2083280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2083283.875000 Penalty: 4919.856445
	Iteration 41Q: 3 clusters Score -2083284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2083289.625000 Penalty: 4919.856445
	Iteration 42Q: 3 clusters Score -2083290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2083292.875000 Penalty: 4919.856445
	Iteration 43Q: 3 clusters Score -2083293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2083296.750000 Penalty: 4919.856445
	Iteration 44Q: 3 clusters Score -2083297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2083304.625000 Penalty: 4919.856445
	Iteration 45Q: 3 clusters Score -2083305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2083307.250000 Penalty: 4919.856445
	Iteration 46Q: 3 clusters Score -2083307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2083313.125000 Penalty: 4919.856445
	Iteration 47Q: 3 clusters Score -2083313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2083314.000000 Penalty: 4919.856445
	Iteration 48Q: 3 clusters Score -2083314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2083315.125000 Penalty: 4919.856445
	Iteration 49Q: 3 clusters Score -2083315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2083313.875000 Penalty: 4919.856445
	Iteration 50Q: 3 clusters Score -2083314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2083316.500000 Penalty: 4919.856445
	Iteration 51Q: 3 clusters Score -2083316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2083314.750000 Penalty: 4919.856445
	Iteration 52Q: 3 clusters Score -2083315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2083315.375000 Penalty: 4919.856445
	Iteration 53Q: 3 clusters Score -2083315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2083315.250000 Penalty: 4919.856445
	Iteration 54Q: 3 clusters Score -2083315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2083318.875000 Penalty: 4919.856445
	Iteration 55Q: 3 clusters Score -2083319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2083315.875000 Penalty: 4919.856445
	Iteration 56Q: 3 clusters Score -2083316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2083316.375000 Penalty: 4919.856445
	Iteration 57Q: 3 clusters Score -2083316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2083317.250000 Penalty: 4919.856445
	Iteration 58Q: 3 clusters Score -2083317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2083322.875000 Penalty: 4919.856445
	Iteration 59Q: 3 clusters Score -2083323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2083326.750000 Penalty: 4919.856445
	Iteration 60F: 3 clusters Score -2083327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2083332.000000 Penalty: 4919.856445
	Iteration 61Q: 3 clusters Score -2083332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2083335.125000 Penalty: 4919.856445
	Iteration 62Q: 3 clusters Score -2083335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2083337.250000 Penalty: 4919.856445
	Iteration 63Q: 3 clusters Score -2083337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2083340.000000 Penalty: 4919.856445
	Iteration 64Q: 3 clusters Score -2083340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2083339.000000 Penalty: 4919.856445
	Iteration 65Q: 3 clusters Score -2083339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2083345.625000 Penalty: 4919.856445
	Iteration 66Q: 3 clusters Score -2083346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2083344.000000 Penalty: 4919.856445
	Iteration 67Q: 3 clusters Score -2083344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2083348.750000 Penalty: 4919.856445
	Iteration 68Q: 3 clusters Score -2083349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2083349.500000 Penalty: 4919.856445
	Iteration 69Q: 3 clusters Score -2083350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2083350.000000 Penalty: 4919.856445
	Iteration 70Q: 3 clusters Score -2083350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2083350.000000 Penalty: 4919.856445
	Iteration 71Q: 3 clusters Score -2083350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2083351.125000 Penalty: 4919.856445
	Iteration 72Q: 3 clusters Score -2083351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2083350.250000 Penalty: 4919.856445
	Iteration 73Q: 3 clusters Score -2083350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2083349.875000 Penalty: 4919.856445
	Iteration 74Q: 3 clusters Score -2083350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2083349.875000 Penalty: 4919.856445
	Iteration 75F: 3 clusters Score -2083350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Entering Unmasked Estep 
Score: -3539120.500000 Penalty: 2619.316162
	Iteration 0F: 2 clusters Score -3539120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3513079.500000 Penalty: 5238.632324
	Iteration 0F: 3 clusters Score -3513080 nChanged 17551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3523824.000000 Penalty: 5238.632324
	Iteration 1F: 3 clusters Score -3523824 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3525663.000000 Penalty: 5238.632324
	Iteration 2F: 3 clusters Score -3525663 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -3527509.000000 Penalty: 5238.632324
	Iteration 3F: 3 clusters Score -3527509 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3529095.500000 Penalty: 5238.632324
	Iteration 4F: 3 clusters Score -3529096 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -3530626.000000 Penalty: 5238.632324
	Iteration 5F: 3 clusters Score -3530626 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -3532189.500000 Penalty: 5238.632324
	Iteration 6F: 3 clusters Score -3532190 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -3533599.250000 Penalty: 5238.632324
	Iteration 7F: 3 clusters Score -3533599 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -3534691.250000 Penalty: 5238.632324
	Iteration 8Q: 3 clusters Score -3534691 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3535411.500000 Penalty: 5238.632324
	Iteration 9Q: 3 clusters Score -3535412 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -3535813.500000 Penalty: 5238.632324
	Iteration 10Q: 3 clusters Score -3535814 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3536070.000000 Penalty: 5238.632324
	Iteration 11Q: 3 clusters Score -3536070 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3536221.250000 Penalty: 5238.632324
	Iteration 12Q: 3 clusters Score -3536221 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3536349.500000 Penalty: 5238.632324
	Iteration 13Q: 3 clusters Score -3536350 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3536433.500000 Penalty: 5238.632324
	Iteration 14Q: 3 clusters Score -3536434 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -3536503.000000 Penalty: 5238.632324
	Iteration 15Q: 3 clusters Score -3536503 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -3536587.250000 Penalty: 5238.632324
	Iteration 16Q: 3 clusters Score -3536587 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -3536651.000000 Penalty: 5238.632324
	Iteration 17Q: 3 clusters Score -3536651 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3536708.750000 Penalty: 5238.632324
	Iteration 18Q: 3 clusters Score -3536709 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -3536782.750000 Penalty: 5238.632324
	Iteration 19Q: 3 clusters Score -3536783 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3536849.250000 Penalty: 5238.632324
	Iteration 20F: 3 clusters Score -3536849 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3536904.500000 Penalty: 5238.632324
	Iteration 21Q: 3 clusters Score -3536904 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3536965.000000 Penalty: 5238.632324
	Iteration 22Q: 3 clusters Score -3536965 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -3537037.250000 Penalty: 5238.632324
	Iteration 23Q: 3 clusters Score -3537037 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -3537124.500000 Penalty: 5238.632324
	Iteration 24Q: 3 clusters Score -3537124 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3537198.750000 Penalty: 5238.632324
	Iteration 25Q: 3 clusters Score -3537199 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3537339.000000 Penalty: 5238.632324
	Iteration 26Q: 3 clusters Score -3537339 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -3537452.500000 Penalty: 5238.632324
	Iteration 27Q: 3 clusters Score -3537452 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -3537568.000000 Penalty: 5238.632324
	Iteration 28Q: 3 clusters Score -3537568 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3537720.500000 Penalty: 5238.632324
	Iteration 29Q: 3 clusters Score -3537720 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3537907.000000 Penalty: 5238.632324
	Iteration 30Q: 3 clusters Score -3537907 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3538092.250000 Penalty: 5238.632324
	Iteration 31Q: 3 clusters Score -3538092 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3538333.250000 Penalty: 5238.632324
	Iteration 32Q: 3 clusters Score -3538333 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3538582.250000 Penalty: 5238.632324
	Iteration 33Q: 3 clusters Score -3538582 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3538862.250000 Penalty: 5238.632324
	Iteration 34Q: 3 clusters Score -3538862 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3539209.000000 Penalty: 5238.632324
	Iteration 35Q: 3 clusters Score -3539209 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3539565.000000 Penalty: 5238.632324
	Iteration 36Q: 3 clusters Score -3539565 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3539939.000000 Penalty: 5238.632324
	Iteration 37Q: 3 clusters Score -3539939 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3540314.750000 Penalty: 5238.632324
	Iteration 38Q: 3 clusters Score -3540315 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3540677.750000 Penalty: 5238.632324
	Iteration 39Q: 3 clusters Score -3540678 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -3541108.500000 Penalty: 5238.632324
	Iteration 40F: 3 clusters Score -3541108 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3541599.750000 Penalty: 5238.632324
	Iteration 41Q: 3 clusters Score -3541600 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3542201.750000 Penalty: 5238.632324
	Iteration 42Q: 3 clusters Score -3542202 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -3542843.000000 Penalty: 5238.632324
	Iteration 43Q: 3 clusters Score -3542843 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3543337.750000 Penalty: 5238.632324
	Iteration 44Q: 3 clusters Score -3543338 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -3543657.250000 Penalty: 5238.632324
	Iteration 45Q: 3 clusters Score -3543657 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3543867.500000 Penalty: 5238.632324
	Iteration 46Q: 3 clusters Score -3543868 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3543998.000000 Penalty: 5238.632324
	Iteration 47Q: 3 clusters Score -3543998 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3544099.250000 Penalty: 5238.632324
	Iteration 48Q: 3 clusters Score -3544099 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3544181.250000 Penalty: 5238.632324
	Iteration 49Q: 3 clusters Score -3544181 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3544275.750000 Penalty: 5238.632324
	Iteration 50Q: 3 clusters Score -3544276 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3544383.750000 Penalty: 5238.632324
	Iteration 51Q: 3 clusters Score -3544384 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3544512.750000 Penalty: 5238.632324
	Iteration 52Q: 3 clusters Score -3544513 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3544651.000000 Penalty: 5238.632324
	Iteration 53Q: 3 clusters Score -3544651 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -3544759.250000 Penalty: 5238.632324
	Iteration 54Q: 3 clusters Score -3544759 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3544808.500000 Penalty: 5238.632324
	Iteration 55Q: 3 clusters Score -3544808 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3544880.750000 Penalty: 5238.632324
	Iteration 56Q: 3 clusters Score -3544881 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3544900.250000 Penalty: 5238.632324
	Iteration 57Q: 3 clusters Score -3544900 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3544903.000000 Penalty: 5238.632324
	Iteration 58Q: 3 clusters Score -3544903 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3544902.750000 Penalty: 5238.632324
	Iteration 59Q: 3 clusters Score -3544903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -3545130.500000 Penalty: 5238.632324
	Iteration 60F: 3 clusters Score -3545130 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3545219.750000 Penalty: 5238.632324
	Iteration 61Q: 3 clusters Score -3545220 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3545265.000000 Penalty: 5238.632324
	Iteration 62Q: 3 clusters Score -3545265 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3545326.750000 Penalty: 5238.632324
	Iteration 63Q: 3 clusters Score -3545327 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3545367.000000 Penalty: 5238.632324
	Iteration 64Q: 3 clusters Score -3545367 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3545386.000000 Penalty: 5238.632324
	Iteration 65Q: 3 clusters Score -3545386 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3545406.250000 Penalty: 5238.632324
	Iteration 66Q: 3 clusters Score -3545406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3545419.000000 Penalty: 5238.632324
	Iteration 67Q: 3 clusters Score -3545419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3545427.250000 Penalty: 5238.632324
	Iteration 68Q: 3 clusters Score -3545427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3545432.250000 Penalty: 5238.632324
	Iteration 69Q: 3 clusters Score -3545432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -3545428.000000 Penalty: 5238.632324
	Iteration 70Q: 3 clusters Score -3545428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3545428.000000 Penalty: 5238.632324
	Iteration 71Q: 3 clusters Score -3545428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3545434.750000 Penalty: 5238.632324
	Iteration 72Q: 3 clusters Score -3545435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3545432.250000 Penalty: 5238.632324
	Iteration 73Q: 3 clusters Score -3545432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3545429.750000 Penalty: 5238.632324
	Iteration 74Q: 3 clusters Score -3545430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3545431.750000 Penalty: 5238.632324
	Iteration 75Q: 3 clusters Score -3545432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -3545432.250000 Penalty: 5238.632324
	Iteration 76Q: 3 clusters Score -3545432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3545431.250000 Penalty: 5238.632324
	Iteration 77Q: 3 clusters Score -3545431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3545432.750000 Penalty: 5238.632324
	Iteration 78Q: 3 clusters Score -3545433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3545428.250000 Penalty: 5238.632324
	Iteration 79Q: 3 clusters Score -3545428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3545429.250000 Penalty: 5238.632324
	Iteration 80F: 3 clusters Score -3545429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 193707 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 10034 members 
Mstep: Class 4 contains 23200 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 51531 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 35041 members 
Mstep: Class 9 contains 20314 members 
Mstep: Class 10 contains 30249 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 27009 members 
Mstep: Class 13 contains 153310 members 
Mstep: Class 14 contains 24480 members 
Mstep: Class 15 contains 321627 members 
Mstep: Class 16 contains 20335 members 
Mstep: Class 17 contains 161641 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 40229 members 
Mstep: Class 20 contains 19786 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 22 contains 338825 members 
Mstep: Class 23 contains 58498 members 
Mstep: Class 24 contains 30599 members 
Mstep: Class 25 contains 8380 members 
Entering Unmasked Estep 
Score: -156970464.000000 Penalty: 88641.171875
Splitting cluster 10 changes total score from -156926592.000000 to -156970464.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (27009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Entering Unmasked Estep 
Score: -2606173.500000 Penalty: 2530.573486
	Iteration 0F: 2 clusters Score -2606174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2587514.500000 Penalty: 5061.146973
	Iteration 0F: 3 clusters Score -2587514 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2594305.500000 Penalty: 5061.146973
	Iteration 1F: 3 clusters Score -2594306 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2594875.000000 Penalty: 5061.146973
	Iteration 2F: 3 clusters Score -2594875 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2595426.000000 Penalty: 5061.146973
	Iteration 3Q: 3 clusters Score -2595426 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2595979.750000 Penalty: 5061.146973
	Iteration 4Q: 3 clusters Score -2595980 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2596474.500000 Penalty: 5061.146973
	Iteration 5Q: 3 clusters Score -2596474 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2596941.500000 Penalty: 5061.146973
	Iteration 6Q: 3 clusters Score -2596942 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2597474.750000 Penalty: 5061.146973
	Iteration 7Q: 3 clusters Score -2597475 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2597998.750000 Penalty: 5061.146973
	Iteration 8Q: 3 clusters Score -2597999 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2598579.250000 Penalty: 5061.146973
	Iteration 9Q: 3 clusters Score -2598579 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2599123.500000 Penalty: 5061.146973
	Iteration 10Q: 3 clusters Score -2599124 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2599561.250000 Penalty: 5061.146973
	Iteration 11Q: 3 clusters Score -2599561 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2599923.500000 Penalty: 5061.146973
	Iteration 12Q: 3 clusters Score -2599924 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2600204.500000 Penalty: 5061.146973
	Iteration 13Q: 3 clusters Score -2600204 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2600428.500000 Penalty: 5061.146973
	Iteration 14Q: 3 clusters Score -2600428 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2600661.500000 Penalty: 5061.146973
	Iteration 15Q: 3 clusters Score -2600662 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2600860.750000 Penalty: 5061.146973
	Iteration 16Q: 3 clusters Score -2600861 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2601051.000000 Penalty: 5061.146973
	Iteration 17Q: 3 clusters Score -2601051 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2601217.500000 Penalty: 5061.146973
	Iteration 18Q: 3 clusters Score -2601218 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2601364.250000 Penalty: 5061.146973
	Iteration 19Q: 3 clusters Score -2601364 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2601493.250000 Penalty: 5061.146973
	Iteration 20F: 3 clusters Score -2601493 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2601594.750000 Penalty: 5061.146973
	Iteration 21Q: 3 clusters Score -2601595 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2601684.750000 Penalty: 5061.146973
	Iteration 22Q: 3 clusters Score -2601685 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2601766.500000 Penalty: 5061.146973
	Iteration 23Q: 3 clusters Score -2601766 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2601842.000000 Penalty: 5061.146973
	Iteration 24Q: 3 clusters Score -2601842 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2601887.500000 Penalty: 5061.146973
	Iteration 25Q: 3 clusters Score -2601888 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2601946.250000 Penalty: 5061.146973
	Iteration 26Q: 3 clusters Score -2601946 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2601985.000000 Penalty: 5061.146973
	Iteration 27Q: 3 clusters Score -2601985 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2602024.500000 Penalty: 5061.146973
	Iteration 28Q: 3 clusters Score -2602024 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2602058.750000 Penalty: 5061.146973
	Iteration 29Q: 3 clusters Score -2602059 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2602092.000000 Penalty: 5061.146973
	Iteration 30Q: 3 clusters Score -2602092 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2602118.500000 Penalty: 5061.146973
	Iteration 31Q: 3 clusters Score -2602118 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2602150.000000 Penalty: 5061.146973
	Iteration 32Q: 3 clusters Score -2602150 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2602182.500000 Penalty: 5061.146973
	Iteration 33Q: 3 clusters Score -2602182 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2602214.500000 Penalty: 5061.146973
	Iteration 34Q: 3 clusters Score -2602214 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2602250.250000 Penalty: 5061.146973
	Iteration 35Q: 3 clusters Score -2602250 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2602265.000000 Penalty: 5061.146973
	Iteration 36Q: 3 clusters Score -2602265 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2602289.250000 Penalty: 5061.146973
	Iteration 37Q: 3 clusters Score -2602289 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2602312.000000 Penalty: 5061.146973
	Iteration 38Q: 3 clusters Score -2602312 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2602327.250000 Penalty: 5061.146973
	Iteration 39Q: 3 clusters Score -2602327 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2602360.250000 Penalty: 5061.146973
	Iteration 40F: 3 clusters Score -2602360 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2602391.000000 Penalty: 5061.146973
	Iteration 41Q: 3 clusters Score -2602391 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2602425.500000 Penalty: 5061.146973
	Iteration 42Q: 3 clusters Score -2602426 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2602457.250000 Penalty: 5061.146973
	Iteration 43Q: 3 clusters Score -2602457 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2602458.500000 Penalty: 5061.146973
	Iteration 44Q: 3 clusters Score -2602458 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2602482.750000 Penalty: 5061.146973
	Iteration 45Q: 3 clusters Score -2602483 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2602505.500000 Penalty: 5061.146973
	Iteration 46Q: 3 clusters Score -2602506 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2602515.750000 Penalty: 5061.146973
	Iteration 47Q: 3 clusters Score -2602516 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2602530.500000 Penalty: 5061.146973
	Iteration 48Q: 3 clusters Score -2602530 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2602536.750000 Penalty: 5061.146973
	Iteration 49Q: 3 clusters Score -2602537 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2602550.000000 Penalty: 5061.146973
	Iteration 50Q: 3 clusters Score -2602550 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2602556.250000 Penalty: 5061.146973
	Iteration 51Q: 3 clusters Score -2602556 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2602565.500000 Penalty: 5061.146973
	Iteration 52Q: 3 clusters Score -2602566 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2602582.250000 Penalty: 5061.146973
	Iteration 53Q: 3 clusters Score -2602582 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2602583.750000 Penalty: 5061.146973
	Iteration 54Q: 3 clusters Score -2602584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2602592.000000 Penalty: 5061.146973
	Iteration 55Q: 3 clusters Score -2602592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2602600.750000 Penalty: 5061.146973
	Iteration 56Q: 3 clusters Score -2602601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2602600.250000 Penalty: 5061.146973
	Iteration 57Q: 3 clusters Score -2602600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2602612.750000 Penalty: 5061.146973
	Iteration 58Q: 3 clusters Score -2602613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2602617.250000 Penalty: 5061.146973
	Iteration 59Q: 3 clusters Score -2602617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2602624.500000 Penalty: 5061.146973
	Iteration 60F: 3 clusters Score -2602624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2602632.000000 Penalty: 5061.146973
	Iteration 61Q: 3 clusters Score -2602632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2602637.500000 Penalty: 5061.146973
	Iteration 62Q: 3 clusters Score -2602638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2602638.500000 Penalty: 5061.146973
	Iteration 63Q: 3 clusters Score -2602638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2602635.250000 Penalty: 5061.146973
	Iteration 64Q: 3 clusters Score -2602635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2602636.750000 Penalty: 5061.146973
	Iteration 65Q: 3 clusters Score -2602637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2602640.000000 Penalty: 5061.146973
	Iteration 66Q: 3 clusters Score -2602640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2602637.250000 Penalty: 5061.146973
	Iteration 67Q: 3 clusters Score -2602637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2602651.000000 Penalty: 5061.146973
	Iteration 68Q: 3 clusters Score -2602651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2602653.750000 Penalty: 5061.146973
	Iteration 69Q: 3 clusters Score -2602654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2602658.250000 Penalty: 5061.146973
	Iteration 70Q: 3 clusters Score -2602658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2602653.000000 Penalty: 5061.146973
	Iteration 71Q: 3 clusters Score -2602653 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2602664.750000 Penalty: 5061.146973
	Iteration 72Q: 3 clusters Score -2602665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2602667.000000 Penalty: 5061.146973
	Iteration 73Q: 3 clusters Score -2602667 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2602660.000000 Penalty: 5061.146973
	Iteration 74Q: 3 clusters Score -2602660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2602656.500000 Penalty: 5061.146973
	Iteration 75Q: 3 clusters Score -2602656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2602657.750000 Penalty: 5061.146973
	Iteration 76Q: 3 clusters Score -2602658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2602656.000000 Penalty: 5061.146973
	Iteration 77Q: 3 clusters Score -2602656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2602666.500000 Penalty: 5061.146973
	Iteration 78Q: 3 clusters Score -2602666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2602660.000000 Penalty: 5061.146973
	Iteration 79Q: 3 clusters Score -2602660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2602658.500000 Penalty: 5061.146973
	Iteration 80F: 3 clusters Score -2602658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2602666.000000 Penalty: 5061.146973
	Iteration 81Q: 3 clusters Score -2602666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2602668.000000 Penalty: 5061.146973
	Iteration 82Q: 3 clusters Score -2602668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2602665.750000 Penalty: 5061.146973
	Iteration 83Q: 3 clusters Score -2602666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2602667.000000 Penalty: 5061.146973
	Iteration 84Q: 3 clusters Score -2602667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2602666.500000 Penalty: 5061.146973
	Iteration 85Q: 3 clusters Score -2602666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2602665.750000 Penalty: 5061.146973
	Iteration 86Q: 3 clusters Score -2602666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2602665.250000 Penalty: 5061.146973
	Iteration 87Q: 3 clusters Score -2602665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2602667.250000 Penalty: 5061.146973
	Iteration 88Q: 3 clusters Score -2602667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2602667.750000 Penalty: 5061.146973
	Iteration 89Q: 3 clusters Score -2602668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2602666.250000 Penalty: 5061.146973
	Iteration 90Q: 3 clusters Score -2602666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2602671.750000 Penalty: 5061.146973
	Iteration 91Q: 3 clusters Score -2602672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2602671.500000 Penalty: 5061.146973
	Iteration 92Q: 3 clusters Score -2602672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2602674.250000 Penalty: 5061.146973
	Iteration 93Q: 3 clusters Score -2602674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2602672.000000 Penalty: 5061.146973
	Iteration 94Q: 3 clusters Score -2602672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2602675.500000 Penalty: 5061.146973
	Iteration 95Q: 3 clusters Score -2602676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2602683.750000 Penalty: 5061.146973
	Iteration 96Q: 3 clusters Score -2602684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2602681.000000 Penalty: 5061.146973
	Iteration 97Q: 3 clusters Score -2602681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2602685.000000 Penalty: 5061.146973
	Iteration 98Q: 3 clusters Score -2602685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2602679.500000 Penalty: 5061.146973
	Iteration 99Q: 3 clusters Score -2602680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2602678.750000 Penalty: 5061.146973
	Iteration 100F: 3 clusters Score -2602679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2602677.500000 Penalty: 5061.146973
	Iteration 101Q: 3 clusters Score -2602678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2602679.750000 Penalty: 5061.146973
	Iteration 102Q: 3 clusters Score -2602680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2602682.000000 Penalty: 5061.146973
	Iteration 103Q: 3 clusters Score -2602682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2602683.500000 Penalty: 5061.146973
	Iteration 104Q: 3 clusters Score -2602684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2602682.250000 Penalty: 5061.146973
	Iteration 105Q: 3 clusters Score -2602682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2602682.000000 Penalty: 5061.146973
	Iteration 106Q: 3 clusters Score -2602682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2602684.500000 Penalty: 5061.146973
	Iteration 107Q: 3 clusters Score -2602684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2602690.750000 Penalty: 5061.146973
	Iteration 108Q: 3 clusters Score -2602691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2602687.000000 Penalty: 5061.146973
	Iteration 109Q: 3 clusters Score -2602687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2602687.750000 Penalty: 5061.146973
	Iteration 110Q: 3 clusters Score -2602688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2602691.750000 Penalty: 5061.146973
	Iteration 111Q: 3 clusters Score -2602692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2602697.250000 Penalty: 5061.146973
	Iteration 112Q: 3 clusters Score -2602697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2602698.750000 Penalty: 5061.146973
	Iteration 113Q: 3 clusters Score -2602699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2602695.750000 Penalty: 5061.146973
	Iteration 114Q: 3 clusters Score -2602696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2602700.500000 Penalty: 5061.146973
	Iteration 115Q: 3 clusters Score -2602700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2602705.500000 Penalty: 5061.146973
	Iteration 116Q: 3 clusters Score -2602706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2602704.500000 Penalty: 5061.146973
	Iteration 117Q: 3 clusters Score -2602704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2602701.250000 Penalty: 5061.146973
	Iteration 118Q: 3 clusters Score -2602701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2602697.750000 Penalty: 5061.146973
	Iteration 119Q: 3 clusters Score -2602698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2602698.000000 Penalty: 5061.146973
	Iteration 120F: 3 clusters Score -2602698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2602698.250000 Penalty: 5061.146973
	Iteration 121Q: 3 clusters Score -2602698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2602699.000000 Penalty: 5061.146973
	Iteration 122Q: 3 clusters Score -2602699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2602701.750000 Penalty: 5061.146973
	Iteration 123Q: 3 clusters Score -2602702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2602698.750000 Penalty: 5061.146973
	Iteration 124Q: 3 clusters Score -2602699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2602703.500000 Penalty: 5061.146973
	Iteration 125Q: 3 clusters Score -2602704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2602706.000000 Penalty: 5061.146973
	Iteration 126Q: 3 clusters Score -2602706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2602706.000000 Penalty: 5061.146973
	Iteration 127F: 3 clusters Score -2602706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Entering Unmasked Estep 
Score: -2466384.750000 Penalty: 2506.191650
	Iteration 0F: 2 clusters Score -2466385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2449392.750000 Penalty: 5012.383301
	Iteration 0F: 3 clusters Score -2449393 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2455182.250000 Penalty: 5012.383301
	Iteration 1F: 3 clusters Score -2455182 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2455742.250000 Penalty: 5012.383301
	Iteration 2F: 3 clusters Score -2455742 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2456421.500000 Penalty: 5012.383301
	Iteration 3F: 3 clusters Score -2456422 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2457366.500000 Penalty: 5012.383301
	Iteration 4F: 3 clusters Score -2457366 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2458600.750000 Penalty: 5012.383301
	Iteration 5F: 3 clusters Score -2458601 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2460131.500000 Penalty: 5012.383301
	Iteration 6F: 3 clusters Score -2460132 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2461552.500000 Penalty: 5012.383301
	Iteration 7F: 3 clusters Score -2461552 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2462503.000000 Penalty: 5012.383301
	Iteration 8F: 3 clusters Score -2462503 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2463064.750000 Penalty: 5012.383301
	Iteration 9Q: 3 clusters Score -2463065 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2463367.750000 Penalty: 5012.383301
	Iteration 10Q: 3 clusters Score -2463368 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2463595.250000 Penalty: 5012.383301
	Iteration 11Q: 3 clusters Score -2463595 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2463756.750000 Penalty: 5012.383301
	Iteration 12Q: 3 clusters Score -2463757 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2463878.500000 Penalty: 5012.383301
	Iteration 13Q: 3 clusters Score -2463878 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2464003.000000 Penalty: 5012.383301
	Iteration 14Q: 3 clusters Score -2464003 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2464138.750000 Penalty: 5012.383301
	Iteration 15Q: 3 clusters Score -2464139 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2464251.250000 Penalty: 5012.383301
	Iteration 16Q: 3 clusters Score -2464251 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2464337.000000 Penalty: 5012.383301
	Iteration 17Q: 3 clusters Score -2464337 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2464425.750000 Penalty: 5012.383301
	Iteration 18Q: 3 clusters Score -2464426 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2464519.500000 Penalty: 5012.383301
	Iteration 19Q: 3 clusters Score -2464520 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2464616.250000 Penalty: 5012.383301
	Iteration 20F: 3 clusters Score -2464616 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2464711.750000 Penalty: 5012.383301
	Iteration 21Q: 3 clusters Score -2464712 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2464819.750000 Penalty: 5012.383301
	Iteration 22Q: 3 clusters Score -2464820 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2464938.250000 Penalty: 5012.383301
	Iteration 23Q: 3 clusters Score -2464938 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2465058.000000 Penalty: 5012.383301
	Iteration 24Q: 3 clusters Score -2465058 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2465192.000000 Penalty: 5012.383301
	Iteration 25Q: 3 clusters Score -2465192 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2465323.750000 Penalty: 5012.383301
	Iteration 26Q: 3 clusters Score -2465324 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2465459.500000 Penalty: 5012.383301
	Iteration 27Q: 3 clusters Score -2465460 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2465592.250000 Penalty: 5012.383301
	Iteration 28Q: 3 clusters Score -2465592 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2465707.750000 Penalty: 5012.383301
	Iteration 29Q: 3 clusters Score -2465708 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2465803.500000 Penalty: 5012.383301
	Iteration 30Q: 3 clusters Score -2465804 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2465904.000000 Penalty: 5012.383301
	Iteration 31Q: 3 clusters Score -2465904 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2465958.000000 Penalty: 5012.383301
	Iteration 32Q: 3 clusters Score -2465958 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2466002.750000 Penalty: 5012.383301
	Iteration 33Q: 3 clusters Score -2466003 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2466039.000000 Penalty: 5012.383301
	Iteration 34Q: 3 clusters Score -2466039 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2466085.500000 Penalty: 5012.383301
	Iteration 35Q: 3 clusters Score -2466086 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2466112.500000 Penalty: 5012.383301
	Iteration 36Q: 3 clusters Score -2466112 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2466136.250000 Penalty: 5012.383301
	Iteration 37Q: 3 clusters Score -2466136 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2466155.500000 Penalty: 5012.383301
	Iteration 38Q: 3 clusters Score -2466156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2466154.250000 Penalty: 5012.383301
	Iteration 39Q: 3 clusters Score -2466154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2466156.750000 Penalty: 5012.383301
	Iteration 40F: 3 clusters Score -2466157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2466155.000000 Penalty: 5012.383301
	Iteration 41Q: 3 clusters Score -2466155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2466158.750000 Penalty: 5012.383301
	Iteration 42Q: 3 clusters Score -2466159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2466162.000000 Penalty: 5012.383301
	Iteration 43Q: 3 clusters Score -2466162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2466169.250000 Penalty: 5012.383301
	Iteration 44Q: 3 clusters Score -2466169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2466169.250000 Penalty: 5012.383301
	Iteration 45Q: 3 clusters Score -2466169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2466169.000000 Penalty: 5012.383301
	Iteration 46Q: 3 clusters Score -2466169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2466171.500000 Penalty: 5012.383301
	Iteration 47Q: 3 clusters Score -2466172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2466173.250000 Penalty: 5012.383301
	Iteration 48Q: 3 clusters Score -2466173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2466172.750000 Penalty: 5012.383301
	Iteration 49Q: 3 clusters Score -2466173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2466176.000000 Penalty: 5012.383301
	Iteration 50Q: 3 clusters Score -2466176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2466170.500000 Penalty: 5012.383301
	Iteration 51Q: 3 clusters Score -2466170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2466172.000000 Penalty: 5012.383301
	Iteration 52Q: 3 clusters Score -2466172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2466172.250000 Penalty: 5012.383301
	Iteration 53Q: 3 clusters Score -2466172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2466173.250000 Penalty: 5012.383301
	Iteration 54Q: 3 clusters Score -2466173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2466173.750000 Penalty: 5012.383301
	Iteration 55Q: 3 clusters Score -2466174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2466171.500000 Penalty: 5012.383301
	Iteration 56Q: 3 clusters Score -2466172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2466173.750000 Penalty: 5012.383301
	Iteration 57Q: 3 clusters Score -2466174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2466177.250000 Penalty: 5012.383301
	Iteration 58Q: 3 clusters Score -2466177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2466176.500000 Penalty: 5012.383301
	Iteration 59Q: 3 clusters Score -2466176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2466177.000000 Penalty: 5012.383301
	Iteration 60F: 3 clusters Score -2466177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2466177.750000 Penalty: 5012.383301
	Iteration 61Q: 3 clusters Score -2466178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2466175.250000 Penalty: 5012.383301
	Iteration 62Q: 3 clusters Score -2466175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2466175.250000 Penalty: 5012.383301
	Iteration 63F: 3 clusters Score -2466175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (321627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321627 members 
Entering Unmasked Estep 
Score: -32201646.000000 Penalty: 3144.924561
	Iteration 0F: 2 clusters Score -3.220165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161097 members 
Mstep: Class 2 contains 160530 members 
Entering Unmasked Estep 
Score: -31996742.000000 Penalty: 6289.849121
	Iteration 0F: 3 clusters Score -3.199674e+07 nChanged 155840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168517 members 
Mstep: Class 2 contains 153110 members 
Entering Unmasked Estep 
Score: -32089050.000000 Penalty: 6289.849121
	Iteration 1F: 3 clusters Score -3.208905e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173479 members 
Mstep: Class 2 contains 148148 members 
Entering Unmasked Estep 
Score: -32091636.000000 Penalty: 6289.849121
	Iteration 2Q: 3 clusters Score -3.209164e+07 nChanged 12173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181062 members 
Mstep: Class 2 contains 140565 members 
Entering Unmasked Estep 
Score: -32095284.000000 Penalty: 6289.849121
	Iteration 3Q: 3 clusters Score -3.209528e+07 nChanged 15375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192281 members 
Mstep: Class 2 contains 129346 members 
Entering Unmasked Estep 
Score: -32101020.000000 Penalty: 6289.849121
	Iteration 4Q: 3 clusters Score -3.210102e+07 nChanged 19286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207801 members 
Mstep: Class 2 contains 113826 members 
Entering Unmasked Estep 
Score: -32109576.000000 Penalty: 6289.849121
	Iteration 5F: 3 clusters Score -3.210958e+07 nChanged 22141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226786 members 
Mstep: Class 2 contains 94841 members 
Entering Unmasked Estep 
Score: -32121272.000000 Penalty: 6289.849121
	Iteration 6F: 3 clusters Score -3.212127e+07 nChanged 22393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246829 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -32134834.000000 Penalty: 6289.849121
	Iteration 7F: 3 clusters Score -3.213483e+07 nChanged 20461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265806 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -32148818.000000 Penalty: 6289.849121
	Iteration 8F: 3 clusters Score -3.214882e+07 nChanged 16606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281584 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -32161788.000000 Penalty: 6289.849121
	Iteration 9F: 3 clusters Score -3.216179e+07 nChanged 12724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293854 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -32172550.000000 Penalty: 6289.849121
	Iteration 10Q: 3 clusters Score -3.217255e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302369 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -32180416.000000 Penalty: 6289.849121
	Iteration 11Q: 3 clusters Score -3.218042e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307906 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -32185628.000000 Penalty: 6289.849121
	Iteration 12Q: 3 clusters Score -3.218563e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311230 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -32188900.000000 Penalty: 6289.849121
	Iteration 13Q: 3 clusters Score -3.21889e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313163 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -32190874.000000 Penalty: 6289.849121
	Iteration 14Q: 3 clusters Score -3.219087e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314283 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -32192048.000000 Penalty: 6289.849121
	Iteration 15Q: 3 clusters Score -3.219205e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314964 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -32192840.000000 Penalty: 6289.849121
	Iteration 16Q: 3 clusters Score -3.219284e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315474 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -32193310.000000 Penalty: 6289.849121
	Iteration 17Q: 3 clusters Score -3.219331e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315821 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -32193650.000000 Penalty: 6289.849121
	Iteration 18Q: 3 clusters Score -3.219365e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316052 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -32193926.000000 Penalty: 6289.849121
	Iteration 19Q: 3 clusters Score -3.219393e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316252 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -32194100.000000 Penalty: 6289.849121
	Iteration 20F: 3 clusters Score -3.21941e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316428 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -32194332.000000 Penalty: 6289.849121
	Iteration 21Q: 3 clusters Score -3.219433e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316568 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -32194414.000000 Penalty: 6289.849121
	Iteration 22Q: 3 clusters Score -3.219441e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316698 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -32194670.000000 Penalty: 6289.849121
	Iteration 23Q: 3 clusters Score -3.219467e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316822 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -32194834.000000 Penalty: 6289.849121
	Iteration 24Q: 3 clusters Score -3.219483e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316926 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -32195008.000000 Penalty: 6289.849121
	Iteration 25Q: 3 clusters Score -3.219501e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317005 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -32195134.000000 Penalty: 6289.849121
	Iteration 26Q: 3 clusters Score -3.219513e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317064 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -32195154.000000 Penalty: 6289.849121
	Iteration 27Q: 3 clusters Score -3.219515e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317111 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -32195196.000000 Penalty: 6289.849121
	Iteration 28Q: 3 clusters Score -3.21952e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317127 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -32195262.000000 Penalty: 6289.849121
	Iteration 29Q: 3 clusters Score -3.219526e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317133 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -32195320.000000 Penalty: 6289.849121
	Iteration 30Q: 3 clusters Score -3.219532e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317159 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -32195362.000000 Penalty: 6289.849121
	Iteration 31Q: 3 clusters Score -3.219536e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317174 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -32195394.000000 Penalty: 6289.849121
	Iteration 32Q: 3 clusters Score -3.219539e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317186 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -32195406.000000 Penalty: 6289.849121
	Iteration 33Q: 3 clusters Score -3.219541e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317197 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -32195464.000000 Penalty: 6289.849121
	Iteration 34Q: 3 clusters Score -3.219546e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317208 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -32195474.000000 Penalty: 6289.849121
	Iteration 35Q: 3 clusters Score -3.219547e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317213 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -32195486.000000 Penalty: 6289.849121
	Iteration 36Q: 3 clusters Score -3.219549e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317211 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -32195508.000000 Penalty: 6289.849121
	Iteration 37Q: 3 clusters Score -3.219551e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317237 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -32195524.000000 Penalty: 6289.849121
	Iteration 38Q: 3 clusters Score -3.219552e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317247 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -32195548.000000 Penalty: 6289.849121
	Iteration 39Q: 3 clusters Score -3.219555e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317272 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -32195578.000000 Penalty: 6289.849121
	Iteration 40F: 3 clusters Score -3.219558e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317295 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -32195620.000000 Penalty: 6289.849121
	Iteration 41Q: 3 clusters Score -3.219562e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317308 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -32195634.000000 Penalty: 6289.849121
	Iteration 42Q: 3 clusters Score -3.219563e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317319 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -32195650.000000 Penalty: 6289.849121
	Iteration 43Q: 3 clusters Score -3.219565e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317325 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -32195626.000000 Penalty: 6289.849121
	Iteration 44Q: 3 clusters Score -3.219563e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317333 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -32195628.000000 Penalty: 6289.849121
	Iteration 45Q: 3 clusters Score -3.219563e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317344 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -32195618.000000 Penalty: 6289.849121
	Iteration 46Q: 3 clusters Score -3.219562e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317346 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -32195646.000000 Penalty: 6289.849121
	Iteration 47Q: 3 clusters Score -3.219565e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317340 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -32195634.000000 Penalty: 6289.849121
	Iteration 48Q: 3 clusters Score -3.219563e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317352 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -32195634.000000 Penalty: 6289.849121
	Iteration 49Q: 3 clusters Score -3.219563e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317360 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -32195654.000000 Penalty: 6289.849121
	Iteration 50Q: 3 clusters Score -3.219565e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317368 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -32195694.000000 Penalty: 6289.849121
	Iteration 51Q: 3 clusters Score -3.219569e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317378 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -32195708.000000 Penalty: 6289.849121
	Iteration 52Q: 3 clusters Score -3.219571e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317397 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -32195710.000000 Penalty: 6289.849121
	Iteration 53Q: 3 clusters Score -3.219571e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317407 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -32195730.000000 Penalty: 6289.849121
	Iteration 54Q: 3 clusters Score -3.219573e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317418 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -32195770.000000 Penalty: 6289.849121
	Iteration 55Q: 3 clusters Score -3.219577e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317417 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -32195772.000000 Penalty: 6289.849121
	Iteration 56Q: 3 clusters Score -3.219577e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317416 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -32195758.000000 Penalty: 6289.849121
	Iteration 57Q: 3 clusters Score -3.219576e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317413 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -32195764.000000 Penalty: 6289.849121
	Iteration 58Q: 3 clusters Score -3.219576e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317412 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -32195758.000000 Penalty: 6289.849121
	Iteration 59Q: 3 clusters Score -3.219576e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317418 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -32195790.000000 Penalty: 6289.849121
	Iteration 60F: 3 clusters Score -3.219579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317414 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -32195818.000000 Penalty: 6289.849121
	Iteration 61Q: 3 clusters Score -3.219582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317409 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -32195802.000000 Penalty: 6289.849121
	Iteration 62Q: 3 clusters Score -3.21958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317410 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -32195810.000000 Penalty: 6289.849121
	Iteration 63Q: 3 clusters Score -3.219581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317406 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -32195808.000000 Penalty: 6289.849121
	Iteration 64Q: 3 clusters Score -3.219581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317401 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -32195822.000000 Penalty: 6289.849121
	Iteration 65Q: 3 clusters Score -3.219582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317405 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -32195822.000000 Penalty: 6289.849121
	Iteration 66Q: 3 clusters Score -3.219582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317401 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -32195816.000000 Penalty: 6289.849121
	Iteration 67Q: 3 clusters Score -3.219582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317399 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -32195794.000000 Penalty: 6289.849121
	Iteration 68Q: 3 clusters Score -3.219579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317398 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -32195802.000000 Penalty: 6289.849121
	Iteration 69Q: 3 clusters Score -3.21958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317399 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -32195784.000000 Penalty: 6289.849121
	Iteration 70Q: 3 clusters Score -3.219578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317403 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -32195788.000000 Penalty: 6289.849121
	Iteration 71Q: 3 clusters Score -3.219579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317407 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -32195814.000000 Penalty: 6289.849121
	Iteration 72Q: 3 clusters Score -3.219581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317405 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -32195824.000000 Penalty: 6289.849121
	Iteration 73Q: 3 clusters Score -3.219582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317401 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -32195810.000000 Penalty: 6289.849121
	Iteration 74Q: 3 clusters Score -3.219581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317396 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -32195800.000000 Penalty: 6289.849121
	Iteration 75Q: 3 clusters Score -3.21958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317393 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -32195794.000000 Penalty: 6289.849121
	Iteration 76Q: 3 clusters Score -3.219579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317390 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -32195816.000000 Penalty: 6289.849121
	Iteration 77Q: 3 clusters Score -3.219582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317390 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -32195826.000000 Penalty: 6289.849121
	Iteration 78Q: 3 clusters Score -3.219583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317385 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -32195818.000000 Penalty: 6289.849121
	Iteration 79Q: 3 clusters Score -3.219582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317385 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -32195822.000000 Penalty: 6289.849121
	Iteration 80F: 3 clusters Score -3.219582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317384 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -32195814.000000 Penalty: 6289.849121
	Iteration 81Q: 3 clusters Score -3.219581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317384 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -32195812.000000 Penalty: 6289.849121
	Iteration 82Q: 3 clusters Score -3.219581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317382 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -32195800.000000 Penalty: 6289.849121
	Iteration 83Q: 3 clusters Score -3.21958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317381 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -32195812.000000 Penalty: 6289.849121
	Iteration 84Q: 3 clusters Score -3.219581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317378 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -32195798.000000 Penalty: 6289.849121
	Iteration 85Q: 3 clusters Score -3.21958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317376 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -32195800.000000 Penalty: 6289.849121
	Iteration 86Q: 3 clusters Score -3.21958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317375 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -32195802.000000 Penalty: 6289.849121
	Iteration 87Q: 3 clusters Score -3.21958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317374 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -32195802.000000 Penalty: 6289.849121
	Iteration 88Q: 3 clusters Score -3.21958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317377 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -32195810.000000 Penalty: 6289.849121
	Iteration 89Q: 3 clusters Score -3.219581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317379 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -32195832.000000 Penalty: 6289.849121
	Iteration 90Q: 3 clusters Score -3.219583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317381 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -32195814.000000 Penalty: 6289.849121
	Iteration 91Q: 3 clusters Score -3.219581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317383 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -32195824.000000 Penalty: 6289.849121
	Iteration 92Q: 3 clusters Score -3.219582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317386 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -32195840.000000 Penalty: 6289.849121
	Iteration 93Q: 3 clusters Score -3.219584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317389 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -32195828.000000 Penalty: 6289.849121
	Iteration 94Q: 3 clusters Score -3.219583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317391 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -32195846.000000 Penalty: 6289.849121
	Iteration 95Q: 3 clusters Score -3.219585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317394 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -32195830.000000 Penalty: 6289.849121
	Iteration 96Q: 3 clusters Score -3.219583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317399 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -32195842.000000 Penalty: 6289.849121
	Iteration 97Q: 3 clusters Score -3.219584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317400 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -32195856.000000 Penalty: 6289.849121
	Iteration 98Q: 3 clusters Score -3.219586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317400 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -32195860.000000 Penalty: 6289.849121
	Iteration 99Q: 3 clusters Score -3.219586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317400 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -32195860.000000 Penalty: 6289.849121
	Iteration 100F: 3 clusters Score -3.219586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317402 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -32195854.000000 Penalty: 6289.849121
	Iteration 101Q: 3 clusters Score -3.219585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317403 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -32195836.000000 Penalty: 6289.849121
	Iteration 102Q: 3 clusters Score -3.219584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317405 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -32195848.000000 Penalty: 6289.849121
	Iteration 103Q: 3 clusters Score -3.219585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317406 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -32195856.000000 Penalty: 6289.849121
	Iteration 104Q: 3 clusters Score -3.219586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317405 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -32195850.000000 Penalty: 6289.849121
	Iteration 105Q: 3 clusters Score -3.219585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317405 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -32195850.000000 Penalty: 6289.849121
	Iteration 106F: 3 clusters Score -3.219585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Entering Unmasked Estep 
Score: -2008536.500000 Penalty: 2460.184570
	Iteration 0F: 2 clusters Score -2008536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1994231.000000 Penalty: 4920.369141
	Iteration 0F: 3 clusters Score -1994231 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1999126.000000 Penalty: 4920.369141
	Iteration 1F: 3 clusters Score -1999126 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1999621.875000 Penalty: 4920.369141
	Iteration 2F: 3 clusters Score -1999622 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2000186.250000 Penalty: 4920.369141
	Iteration 3F: 3 clusters Score -2000186 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2000946.000000 Penalty: 4920.369141
	Iteration 4F: 3 clusters Score -2000946 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2002033.375000 Penalty: 4920.369141
	Iteration 5F: 3 clusters Score -2002033 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2003305.125000 Penalty: 4920.369141
	Iteration 6F: 3 clusters Score -2003305 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2004562.000000 Penalty: 4920.369141
	Iteration 7F: 3 clusters Score -2004562 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2005613.000000 Penalty: 4920.369141
	Iteration 8F: 3 clusters Score -2005613 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2006489.625000 Penalty: 4920.369141
	Iteration 9Q: 3 clusters Score -2006490 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2007178.500000 Penalty: 4920.369141
	Iteration 10Q: 3 clusters Score -2007178 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2007636.125000 Penalty: 4920.369141
	Iteration 11Q: 3 clusters Score -2007636 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2008022.875000 Penalty: 4920.369141
	Iteration 12Q: 3 clusters Score -2008023 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2008320.250000 Penalty: 4920.369141
	Iteration 13Q: 3 clusters Score -2008320 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2008509.750000 Penalty: 4920.369141
	Iteration 14Q: 3 clusters Score -2008510 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2008624.750000 Penalty: 4920.369141
	Iteration 15Q: 3 clusters Score -2008625 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2008711.000000 Penalty: 4920.369141
	Iteration 16Q: 3 clusters Score -2008711 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2008782.250000 Penalty: 4920.369141
	Iteration 17Q: 3 clusters Score -2008782 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2008834.750000 Penalty: 4920.369141
	Iteration 18Q: 3 clusters Score -2008835 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2008873.125000 Penalty: 4920.369141
	Iteration 19Q: 3 clusters Score -2008873 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2008911.000000 Penalty: 4920.369141
	Iteration 20F: 3 clusters Score -2008911 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2008938.375000 Penalty: 4920.369141
	Iteration 21Q: 3 clusters Score -2008938 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2008962.875000 Penalty: 4920.369141
	Iteration 22Q: 3 clusters Score -2008963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2008983.625000 Penalty: 4920.369141
	Iteration 23Q: 3 clusters Score -2008984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2008994.000000 Penalty: 4920.369141
	Iteration 24Q: 3 clusters Score -2008994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2009003.375000 Penalty: 4920.369141
	Iteration 25Q: 3 clusters Score -2009003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2009012.250000 Penalty: 4920.369141
	Iteration 26Q: 3 clusters Score -2009012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2009011.375000 Penalty: 4920.369141
	Iteration 27Q: 3 clusters Score -2009011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2009014.125000 Penalty: 4920.369141
	Iteration 28Q: 3 clusters Score -2009014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2009016.375000 Penalty: 4920.369141
	Iteration 29Q: 3 clusters Score -2009016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2009019.500000 Penalty: 4920.369141
	Iteration 30Q: 3 clusters Score -2009020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2009023.375000 Penalty: 4920.369141
	Iteration 31Q: 3 clusters Score -2009023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2009023.250000 Penalty: 4920.369141
	Iteration 32Q: 3 clusters Score -2009023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2009023.375000 Penalty: 4920.369141
	Iteration 33Q: 3 clusters Score -2009023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2009026.500000 Penalty: 4920.369141
	Iteration 34Q: 3 clusters Score -2009026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2009027.000000 Penalty: 4920.369141
	Iteration 35Q: 3 clusters Score -2009027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2009028.250000 Penalty: 4920.369141
	Iteration 36Q: 3 clusters Score -2009028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2009029.000000 Penalty: 4920.369141
	Iteration 37Q: 3 clusters Score -2009029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2009029.375000 Penalty: 4920.369141
	Iteration 38Q: 3 clusters Score -2009029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2009029.375000 Penalty: 4920.369141
	Iteration 39F: 3 clusters Score -2009029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 193707 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 10034 members 
Mstep: Class 4 contains 23200 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 51531 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 35041 members 
Mstep: Class 9 contains 20314 members 
Mstep: Class 10 contains 30249 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 27009 members 
Mstep: Class 13 contains 153310 members 
Mstep: Class 14 contains 24480 members 
Mstep: Class 15 contains 321627 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 17 contains 161641 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 40229 members 
Mstep: Class 20 contains 19786 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 22 contains 338825 members 
Mstep: Class 23 contains 58498 members 
Mstep: Class 24 contains 30599 members 
Mstep: Class 25 contains 8380 members 
Mstep: Class 26 contains 18304 members 
Entering Unmasked Estep 
Score: -156969040.000000 Penalty: 92186.812500
Splitting cluster 16 changes total score from -156926592.000000 to -156969040.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (161641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161641 members 
Entering Unmasked Estep 
Score: -16150922.000000 Penalty: 2974.297119
	Iteration 0F: 2 clusters Score -1.615092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -16042427.000000 Penalty: 5948.594238
	Iteration 0F: 3 clusters Score -1.604243e+07 nChanged 77545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 82182 members 
Entering Unmasked Estep 
Score: -16088826.000000 Penalty: 5948.594238
	Iteration 1F: 3 clusters Score -1.608883e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 83412 members 
Entering Unmasked Estep 
Score: -16091197.000000 Penalty: 5948.594238
	Iteration 2Q: 3 clusters Score -1.60912e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
Score: -16094787.000000 Penalty: 5948.594238
	Iteration 3Q: 3 clusters Score -1.609479e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -16100446.000000 Penalty: 5948.594238
	Iteration 4F: 3 clusters Score -1.610045e+07 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -16109128.000000 Penalty: 5948.594238
	Iteration 5F: 3 clusters Score -1.610913e+07 nChanged 12348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -16120852.000000 Penalty: 5948.594238
	Iteration 6F: 3 clusters Score -1.612085e+07 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 104855 members 
Entering Unmasked Estep 
Score: -16133991.000000 Penalty: 5948.594238
	Iteration 7F: 3 clusters Score -1.613399e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 109377 members 
Entering Unmasked Estep 
Score: -16146738.000000 Penalty: 5948.594238
	Iteration 8F: 3 clusters Score -1.614674e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 113393 members 
Entering Unmasked Estep 
Score: -16154770.000000 Penalty: 5948.594238
	Iteration 9F: 3 clusters Score -1.615477e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 117542 members 
Entering Unmasked Estep 
Score: -16159355.000000 Penalty: 5948.594238
	Iteration 10Q: 3 clusters Score -1.615936e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 121650 members 
Entering Unmasked Estep 
Score: -16162419.000000 Penalty: 5948.594238
	Iteration 11Q: 3 clusters Score -1.616242e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 125635 members 
Entering Unmasked Estep 
Score: -16164776.000000 Penalty: 5948.594238
	Iteration 12Q: 3 clusters Score -1.616478e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 129293 members 
Entering Unmasked Estep 
Score: -16166630.000000 Penalty: 5948.594238
	Iteration 13Q: 3 clusters Score -1.616663e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 132559 members 
Entering Unmasked Estep 
Score: -16168069.000000 Penalty: 5948.594238
	Iteration 14Q: 3 clusters Score -1.616807e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 135256 members 
Entering Unmasked Estep 
Score: -16169010.000000 Penalty: 5948.594238
	Iteration 15Q: 3 clusters Score -1.616901e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 137506 members 
Entering Unmasked Estep 
Score: -16169682.000000 Penalty: 5948.594238
	Iteration 16Q: 3 clusters Score -1.616968e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 139334 members 
Entering Unmasked Estep 
Score: -16170160.000000 Penalty: 5948.594238
	Iteration 17Q: 3 clusters Score -1.617016e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 140844 members 
Entering Unmasked Estep 
Score: -16170567.000000 Penalty: 5948.594238
	Iteration 18Q: 3 clusters Score -1.617057e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 142058 members 
Entering Unmasked Estep 
Score: -16170838.000000 Penalty: 5948.594238
	Iteration 19Q: 3 clusters Score -1.617084e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 143020 members 
Entering Unmasked Estep 
Score: -16171096.000000 Penalty: 5948.594238
	Iteration 20F: 3 clusters Score -1.61711e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 143739 members 
Entering Unmasked Estep 
Score: -16171190.000000 Penalty: 5948.594238
	Iteration 21Q: 3 clusters Score -1.617119e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 144328 members 
Entering Unmasked Estep 
Score: -16171217.000000 Penalty: 5948.594238
	Iteration 22Q: 3 clusters Score -1.617122e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 144806 members 
Entering Unmasked Estep 
Score: -16171276.000000 Penalty: 5948.594238
	Iteration 23Q: 3 clusters Score -1.617128e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 145206 members 
Entering Unmasked Estep 
Score: -16171371.000000 Penalty: 5948.594238
	Iteration 24Q: 3 clusters Score -1.617137e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 145536 members 
Entering Unmasked Estep 
Score: -16171417.000000 Penalty: 5948.594238
	Iteration 25Q: 3 clusters Score -1.617142e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 145822 members 
Entering Unmasked Estep 
Score: -16171419.000000 Penalty: 5948.594238
	Iteration 26Q: 3 clusters Score -1.617142e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 146039 members 
Entering Unmasked Estep 
Score: -16171437.000000 Penalty: 5948.594238
	Iteration 27Q: 3 clusters Score -1.617144e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 146228 members 
Entering Unmasked Estep 
Score: -16171475.000000 Penalty: 5948.594238
	Iteration 28Q: 3 clusters Score -1.617148e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 146373 members 
Entering Unmasked Estep 
Score: -16171467.000000 Penalty: 5948.594238
	Iteration 29Q: 3 clusters Score -1.617147e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 146499 members 
Entering Unmasked Estep 
Score: -16171500.000000 Penalty: 5948.594238
	Iteration 30Q: 3 clusters Score -1.61715e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 146612 members 
Entering Unmasked Estep 
Score: -16171513.000000 Penalty: 5948.594238
	Iteration 31Q: 3 clusters Score -1.617151e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 146713 members 
Entering Unmasked Estep 
Score: -16171490.000000 Penalty: 5948.594238
	Iteration 32Q: 3 clusters Score -1.617149e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 146787 members 
Entering Unmasked Estep 
Score: -16171486.000000 Penalty: 5948.594238
	Iteration 33Q: 3 clusters Score -1.617149e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 146859 members 
Entering Unmasked Estep 
Score: -16171509.000000 Penalty: 5948.594238
	Iteration 34Q: 3 clusters Score -1.617151e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 146924 members 
Entering Unmasked Estep 
Score: -16171500.000000 Penalty: 5948.594238
	Iteration 35Q: 3 clusters Score -1.61715e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 146981 members 
Entering Unmasked Estep 
Score: -16171513.000000 Penalty: 5948.594238
	Iteration 36Q: 3 clusters Score -1.617151e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 147024 members 
Entering Unmasked Estep 
Score: -16171515.000000 Penalty: 5948.594238
	Iteration 37Q: 3 clusters Score -1.617152e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 147072 members 
Entering Unmasked Estep 
Score: -16171475.000000 Penalty: 5948.594238
	Iteration 38Q: 3 clusters Score -1.617148e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 147106 members 
Entering Unmasked Estep 
Score: -16171479.000000 Penalty: 5948.594238
	Iteration 39Q: 3 clusters Score -1.617148e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 147129 members 
Entering Unmasked Estep 
Score: -16171476.000000 Penalty: 5948.594238
	Iteration 40F: 3 clusters Score -1.617148e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 147155 members 
Entering Unmasked Estep 
Score: -16171470.000000 Penalty: 5948.594238
	Iteration 41Q: 3 clusters Score -1.617147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 147173 members 
Entering Unmasked Estep 
Score: -16171482.000000 Penalty: 5948.594238
	Iteration 42Q: 3 clusters Score -1.617148e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 147191 members 
Entering Unmasked Estep 
Score: -16171484.000000 Penalty: 5948.594238
	Iteration 43Q: 3 clusters Score -1.617148e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 147213 members 
Entering Unmasked Estep 
Score: -16171473.000000 Penalty: 5948.594238
	Iteration 44Q: 3 clusters Score -1.617147e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 147240 members 
Entering Unmasked Estep 
Score: -16171485.000000 Penalty: 5948.594238
	Iteration 45Q: 3 clusters Score -1.617148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 147254 members 
Entering Unmasked Estep 
Score: -16171463.000000 Penalty: 5948.594238
	Iteration 46Q: 3 clusters Score -1.617146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 147265 members 
Entering Unmasked Estep 
Score: -16171471.000000 Penalty: 5948.594238
	Iteration 47Q: 3 clusters Score -1.617147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 147272 members 
Entering Unmasked Estep 
Score: -16171476.000000 Penalty: 5948.594238
	Iteration 48Q: 3 clusters Score -1.617148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 147280 members 
Entering Unmasked Estep 
Score: -16171481.000000 Penalty: 5948.594238
	Iteration 49Q: 3 clusters Score -1.617148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 147289 members 
Entering Unmasked Estep 
Score: -16171477.000000 Penalty: 5948.594238
	Iteration 50Q: 3 clusters Score -1.617148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 147299 members 
Entering Unmasked Estep 
Score: -16171447.000000 Penalty: 5948.594238
	Iteration 51Q: 3 clusters Score -1.617145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 147310 members 
Entering Unmasked Estep 
Score: -16171451.000000 Penalty: 5948.594238
	Iteration 52Q: 3 clusters Score -1.617145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 147318 members 
Entering Unmasked Estep 
Score: -16171461.000000 Penalty: 5948.594238
	Iteration 53Q: 3 clusters Score -1.617146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 147326 members 
Entering Unmasked Estep 
Score: -16171475.000000 Penalty: 5948.594238
	Iteration 54Q: 3 clusters Score -1.617148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 147338 members 
Entering Unmasked Estep 
Score: -16171450.000000 Penalty: 5948.594238
	Iteration 55Q: 3 clusters Score -1.617145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 147352 members 
Entering Unmasked Estep 
Score: -16171469.000000 Penalty: 5948.594238
	Iteration 56Q: 3 clusters Score -1.617147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 147365 members 
Entering Unmasked Estep 
Score: -16171470.000000 Penalty: 5948.594238
	Iteration 57Q: 3 clusters Score -1.617147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 147379 members 
Entering Unmasked Estep 
Score: -16171460.000000 Penalty: 5948.594238
	Iteration 58Q: 3 clusters Score -1.617146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 147391 members 
Entering Unmasked Estep 
Score: -16171462.000000 Penalty: 5948.594238
	Iteration 59Q: 3 clusters Score -1.617146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 147407 members 
Entering Unmasked Estep 
Score: -16171456.000000 Penalty: 5948.594238
	Iteration 60F: 3 clusters Score -1.617146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 147424 members 
Entering Unmasked Estep 
Score: -16171458.000000 Penalty: 5948.594238
	Iteration 61Q: 3 clusters Score -1.617146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 147435 members 
Entering Unmasked Estep 
Score: -16171449.000000 Penalty: 5948.594238
	Iteration 62Q: 3 clusters Score -1.617145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 147441 members 
Entering Unmasked Estep 
Score: -16171450.000000 Penalty: 5948.594238
	Iteration 63Q: 3 clusters Score -1.617145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 147443 members 
Entering Unmasked Estep 
Score: -16171469.000000 Penalty: 5948.594238
	Iteration 64Q: 3 clusters Score -1.617147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 147443 members 
Entering Unmasked Estep 
Score: -16171469.000000 Penalty: 5948.594238
	Iteration 65F: 3 clusters Score -1.617147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 193707 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 10034 members 
Mstep: Class 4 contains 23200 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 51531 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 35041 members 
Mstep: Class 9 contains 20314 members 
Mstep: Class 10 contains 30249 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 27009 members 
Mstep: Class 13 contains 153310 members 
Mstep: Class 14 contains 24480 members 
Mstep: Class 15 contains 321627 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 17 contains 14198 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 40229 members 
Mstep: Class 20 contains 19786 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 22 contains 338825 members 
Mstep: Class 23 contains 58498 members 
Mstep: Class 24 contains 30599 members 
Mstep: Class 25 contains 8380 members 
Mstep: Class 26 contains 18304 members 
Mstep: Class 27 contains 147443 members 
Entering Unmasked Estep 
Score: -156993936.000000 Penalty: 95732.460938
Splitting cluster 17 changes total score from -156926592.000000 to -156993936.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (6043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Entering Unmasked Estep 
Score: -567764.812500 Penalty: 2159.250488
	Iteration 0F: 2 clusters Score -567764.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -562556.812500 Penalty: 4318.500977
	Iteration 0F: 3 clusters Score -562556.8 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -563998.187500 Penalty: 4318.500977
	Iteration 1F: 3 clusters Score -563998.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -564516.000000 Penalty: 4318.500977
	Iteration 2F: 3 clusters Score -564516 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -565240.687500 Penalty: 4318.500977
	Iteration 3F: 3 clusters Score -565240.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -566368.437500 Penalty: 4318.500977
	Iteration 4F: 3 clusters Score -566368.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -568173.437500 Penalty: 4318.500977
	Iteration 5F: 3 clusters Score -568173.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -569510.687500 Penalty: 4318.500977
	Iteration 6F: 3 clusters Score -569510.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -569929.437500 Penalty: 4318.500977
	Iteration 7Q: 3 clusters Score -569929.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -570319.312500 Penalty: 4318.500977
	Iteration 8Q: 3 clusters Score -570319.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -570536.500000 Penalty: 4318.500977
	Iteration 9Q: 3 clusters Score -570536.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -570590.187500 Penalty: 4318.500977
	Iteration 10Q: 3 clusters Score -570590.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -570615.562500 Penalty: 4318.500977
	Iteration 11Q: 3 clusters Score -570615.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -570625.187500 Penalty: 4318.500977
	Iteration 12Q: 3 clusters Score -570625.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -570630.812500 Penalty: 4318.500977
	Iteration 13Q: 3 clusters Score -570630.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -570634.875000 Penalty: 4318.500977
	Iteration 14Q: 3 clusters Score -570634.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -570639.812500 Penalty: 4318.500977
	Iteration 15Q: 3 clusters Score -570639.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -570642.937500 Penalty: 4318.500977
	Iteration 16Q: 3 clusters Score -570642.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -570644.125000 Penalty: 4318.500977
	Iteration 17Q: 3 clusters Score -570644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -570646.937500 Penalty: 4318.500977
	Iteration 18Q: 3 clusters Score -570646.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -570655.187500 Penalty: 4318.500977
	Iteration 19Q: 3 clusters Score -570655.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -570660.437500 Penalty: 4318.500977
	Iteration 20F: 3 clusters Score -570660.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -570680.125000 Penalty: 4318.500977
	Iteration 21Q: 3 clusters Score -570680.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -570716.875000 Penalty: 4318.500977
	Iteration 22Q: 3 clusters Score -570716.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -570789.812500 Penalty: 4318.500977
	Iteration 23Q: 3 clusters Score -570789.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -570907.187500 Penalty: 4318.500977
	Iteration 24Q: 3 clusters Score -570907.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -570972.562500 Penalty: 4318.500977
	Iteration 25Q: 3 clusters Score -570972.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -570988.437500 Penalty: 4318.500977
	Iteration 26Q: 3 clusters Score -570988.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -570991.375000 Penalty: 4318.500977
	Iteration 27Q: 3 clusters Score -570991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -570992.000000 Penalty: 4318.500977
	Iteration 28Q: 3 clusters Score -570992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -570992.000000 Penalty: 4318.500977
	Iteration 29F: 3 clusters Score -570992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 193707 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 10034 members 
Mstep: Class 4 contains 23200 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 51531 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 35041 members 
Mstep: Class 9 contains 20314 members 
Mstep: Class 10 contains 30249 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 27009 members 
Mstep: Class 13 contains 153310 members 
Mstep: Class 14 contains 24480 members 
Mstep: Class 15 contains 321627 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 17 contains 14198 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 40229 members 
Mstep: Class 20 contains 19786 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 22 contains 338825 members 
Mstep: Class 23 contains 58498 members 
Mstep: Class 24 contains 30599 members 
Mstep: Class 25 contains 8380 members 
Mstep: Class 26 contains 18304 members 
Mstep: Class 27 contains 147443 members 
Mstep: Class 28 contains 4429 members 
Entering Unmasked Estep 
Score: -156996288.000000 Penalty: 99278.109375
Splitting cluster 18 changes total score from -156926592.000000 to -156996288.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (40229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Entering Unmasked Estep 
Score: -4124018.750000 Penalty: 2629.381104
	Iteration 0F: 2 clusters Score -4124019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -4096753.000000 Penalty: 5258.762207
	Iteration 0F: 3 clusters Score -4096753 nChanged 18420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4106713.750000 Penalty: 5258.762207
	Iteration 1F: 3 clusters Score -4106714 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -4107267.750000 Penalty: 5258.762207
	Iteration 2Q: 3 clusters Score -4107268 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -4107765.750000 Penalty: 5258.762207
	Iteration 3Q: 3 clusters Score -4107766 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -4108366.250000 Penalty: 5258.762207
	Iteration 4Q: 3 clusters Score -4108366 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4109134.250000 Penalty: 5258.762207
	Iteration 5Q: 3 clusters Score -4109134 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -4110185.500000 Penalty: 5258.762207
	Iteration 6Q: 3 clusters Score -4110186 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4111608.500000 Penalty: 5258.762207
	Iteration 7F: 3 clusters Score -4111608 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -4113643.000000 Penalty: 5258.762207
	Iteration 8F: 3 clusters Score -4113643 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -4115997.000000 Penalty: 5258.762207
	Iteration 9F: 3 clusters Score -4115997 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -4118024.500000 Penalty: 5258.762207
	Iteration 10F: 3 clusters Score -4118024 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -4119192.250000 Penalty: 5258.762207
	Iteration 11Q: 3 clusters Score -4119192 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -4119737.250000 Penalty: 5258.762207
	Iteration 12Q: 3 clusters Score -4119737 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -4120068.000000 Penalty: 5258.762207
	Iteration 13Q: 3 clusters Score -4120068 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -4120315.000000 Penalty: 5258.762207
	Iteration 14Q: 3 clusters Score -4120315 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -4120519.500000 Penalty: 5258.762207
	Iteration 15Q: 3 clusters Score -4120520 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -4120709.250000 Penalty: 5258.762207
	Iteration 16Q: 3 clusters Score -4120709 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -4120877.750000 Penalty: 5258.762207
	Iteration 17Q: 3 clusters Score -4120878 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -4120992.750000 Penalty: 5258.762207
	Iteration 18Q: 3 clusters Score -4120993 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -4121101.000000 Penalty: 5258.762207
	Iteration 19Q: 3 clusters Score -4121101 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -4121155.750000 Penalty: 5258.762207
	Iteration 20F: 3 clusters Score -4121156 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -4121215.500000 Penalty: 5258.762207
	Iteration 21Q: 3 clusters Score -4121216 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -4121263.500000 Penalty: 5258.762207
	Iteration 22Q: 3 clusters Score -4121264 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -4121317.000000 Penalty: 5258.762207
	Iteration 23Q: 3 clusters Score -4121317 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -4121372.500000 Penalty: 5258.762207
	Iteration 24Q: 3 clusters Score -4121372 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -4121417.250000 Penalty: 5258.762207
	Iteration 25Q: 3 clusters Score -4121417 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -4121442.500000 Penalty: 5258.762207
	Iteration 26Q: 3 clusters Score -4121442 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -4121491.000000 Penalty: 5258.762207
	Iteration 27Q: 3 clusters Score -4121491 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -4121525.250000 Penalty: 5258.762207
	Iteration 28Q: 3 clusters Score -4121525 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -4121548.250000 Penalty: 5258.762207
	Iteration 29Q: 3 clusters Score -4121548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -4121556.250000 Penalty: 5258.762207
	Iteration 30Q: 3 clusters Score -4121556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -4121565.750000 Penalty: 5258.762207
	Iteration 31Q: 3 clusters Score -4121566 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -4121572.250000 Penalty: 5258.762207
	Iteration 32Q: 3 clusters Score -4121572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -4121586.750000 Penalty: 5258.762207
	Iteration 33Q: 3 clusters Score -4121587 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -4121597.250000 Penalty: 5258.762207
	Iteration 34Q: 3 clusters Score -4121597 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -4121629.500000 Penalty: 5258.762207
	Iteration 35Q: 3 clusters Score -4121630 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -4121645.750000 Penalty: 5258.762207
	Iteration 36Q: 3 clusters Score -4121646 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4121646.250000 Penalty: 5258.762207
	Iteration 37Q: 3 clusters Score -4121646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -4121657.000000 Penalty: 5258.762207
	Iteration 38Q: 3 clusters Score -4121657 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -4121672.000000 Penalty: 5258.762207
	Iteration 39Q: 3 clusters Score -4121672 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4121684.750000 Penalty: 5258.762207
	Iteration 40F: 3 clusters Score -4121685 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -4121692.500000 Penalty: 5258.762207
	Iteration 41Q: 3 clusters Score -4121692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4121699.500000 Penalty: 5258.762207
	Iteration 42Q: 3 clusters Score -4121700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -4121697.500000 Penalty: 5258.762207
	Iteration 43Q: 3 clusters Score -4121698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -4121711.750000 Penalty: 5258.762207
	Iteration 44Q: 3 clusters Score -4121712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -4121725.000000 Penalty: 5258.762207
	Iteration 45Q: 3 clusters Score -4121725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -4121726.500000 Penalty: 5258.762207
	Iteration 46Q: 3 clusters Score -4121726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -4121734.250000 Penalty: 5258.762207
	Iteration 47Q: 3 clusters Score -4121734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -4121735.500000 Penalty: 5258.762207
	Iteration 48Q: 3 clusters Score -4121736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -4121739.500000 Penalty: 5258.762207
	Iteration 49Q: 3 clusters Score -4121740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -4121751.750000 Penalty: 5258.762207
	Iteration 50Q: 3 clusters Score -4121752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -4121754.000000 Penalty: 5258.762207
	Iteration 51Q: 3 clusters Score -4121754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -4121764.500000 Penalty: 5258.762207
	Iteration 52Q: 3 clusters Score -4121764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4121774.500000 Penalty: 5258.762207
	Iteration 53Q: 3 clusters Score -4121774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4121780.750000 Penalty: 5258.762207
	Iteration 54Q: 3 clusters Score -4121781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -4121783.250000 Penalty: 5258.762207
	Iteration 55Q: 3 clusters Score -4121783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4121785.500000 Penalty: 5258.762207
	Iteration 56Q: 3 clusters Score -4121786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -4121792.750000 Penalty: 5258.762207
	Iteration 57Q: 3 clusters Score -4121793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -4121802.250000 Penalty: 5258.762207
	Iteration 58Q: 3 clusters Score -4121802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4121812.000000 Penalty: 5258.762207
	Iteration 59Q: 3 clusters Score -4121812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -4121810.000000 Penalty: 5258.762207
	Iteration 60F: 3 clusters Score -4121810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4121822.000000 Penalty: 5258.762207
	Iteration 61Q: 3 clusters Score -4121822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -4121832.000000 Penalty: 5258.762207
	Iteration 62Q: 3 clusters Score -4121832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -4121835.000000 Penalty: 5258.762207
	Iteration 63Q: 3 clusters Score -4121835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -4121839.750000 Penalty: 5258.762207
	Iteration 64Q: 3 clusters Score -4121840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4121849.250000 Penalty: 5258.762207
	Iteration 65Q: 3 clusters Score -4121849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4121843.500000 Penalty: 5258.762207
	Iteration 66Q: 3 clusters Score -4121844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -4121847.000000 Penalty: 5258.762207
	Iteration 67Q: 3 clusters Score -4121847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -4121858.750000 Penalty: 5258.762207
	Iteration 68Q: 3 clusters Score -4121859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -4121845.500000 Penalty: 5258.762207
	Iteration 69Q: 3 clusters Score -4121846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -4121857.250000 Penalty: 5258.762207
	Iteration 70Q: 3 clusters Score -4121857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -4121854.500000 Penalty: 5258.762207
	Iteration 71Q: 3 clusters Score -4121854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4121851.500000 Penalty: 5258.762207
	Iteration 72Q: 3 clusters Score -4121852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4121854.250000 Penalty: 5258.762207
	Iteration 73Q: 3 clusters Score -4121854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -4121861.250000 Penalty: 5258.762207
	Iteration 74Q: 3 clusters Score -4121861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4121858.750000 Penalty: 5258.762207
	Iteration 75Q: 3 clusters Score -4121859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -4121866.000000 Penalty: 5258.762207
	Iteration 76Q: 3 clusters Score -4121866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4121870.500000 Penalty: 5258.762207
	Iteration 77Q: 3 clusters Score -4121870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4121882.250000 Penalty: 5258.762207
	Iteration 78Q: 3 clusters Score -4121882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -4121882.500000 Penalty: 5258.762207
	Iteration 79Q: 3 clusters Score -4121882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -4121889.750000 Penalty: 5258.762207
	Iteration 80F: 3 clusters Score -4121890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -4121895.250000 Penalty: 5258.762207
	Iteration 81Q: 3 clusters Score -4121895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4121897.750000 Penalty: 5258.762207
	Iteration 82Q: 3 clusters Score -4121898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -4121914.750000 Penalty: 5258.762207
	Iteration 83Q: 3 clusters Score -4121915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4121914.500000 Penalty: 5258.762207
	Iteration 84Q: 3 clusters Score -4121914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -4121912.500000 Penalty: 5258.762207
	Iteration 85Q: 3 clusters Score -4121912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4121910.250000 Penalty: 5258.762207
	Iteration 86Q: 3 clusters Score -4121910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4121907.750000 Penalty: 5258.762207
	Iteration 87Q: 3 clusters Score -4121908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4121912.000000 Penalty: 5258.762207
	Iteration 88Q: 3 clusters Score -4121912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4121917.750000 Penalty: 5258.762207
	Iteration 89Q: 3 clusters Score -4121918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4121920.500000 Penalty: 5258.762207
	Iteration 90Q: 3 clusters Score -4121920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4121924.750000 Penalty: 5258.762207
	Iteration 91Q: 3 clusters Score -4121925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -4121923.750000 Penalty: 5258.762207
	Iteration 92Q: 3 clusters Score -4121924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -4121932.000000 Penalty: 5258.762207
	Iteration 93Q: 3 clusters Score -4121932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4121934.500000 Penalty: 5258.762207
	Iteration 94Q: 3 clusters Score -4121934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4121929.250000 Penalty: 5258.762207
	Iteration 95Q: 3 clusters Score -4121929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -4121928.500000 Penalty: 5258.762207
	Iteration 96Q: 3 clusters Score -4121928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -4121923.250000 Penalty: 5258.762207
	Iteration 97Q: 3 clusters Score -4121923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -4121920.750000 Penalty: 5258.762207
	Iteration 98Q: 3 clusters Score -4121921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -4121921.500000 Penalty: 5258.762207
	Iteration 99Q: 3 clusters Score -4121922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4121921.750000 Penalty: 5258.762207
	Iteration 100F: 3 clusters Score -4121922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4121931.250000 Penalty: 5258.762207
	Iteration 101Q: 3 clusters Score -4121931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4121928.750000 Penalty: 5258.762207
	Iteration 102Q: 3 clusters Score -4121929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4121938.000000 Penalty: 5258.762207
	Iteration 103Q: 3 clusters Score -4121938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4121945.500000 Penalty: 5258.762207
	Iteration 104Q: 3 clusters Score -4121946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4121946.250000 Penalty: 5258.762207
	Iteration 105Q: 3 clusters Score -4121946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4121945.750000 Penalty: 5258.762207
	Iteration 106Q: 3 clusters Score -4121946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4121947.500000 Penalty: 5258.762207
	Iteration 107Q: 3 clusters Score -4121948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4121949.250000 Penalty: 5258.762207
	Iteration 108Q: 3 clusters Score -4121949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4121948.500000 Penalty: 5258.762207
	Iteration 109Q: 3 clusters Score -4121948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4121946.750000 Penalty: 5258.762207
	Iteration 110Q: 3 clusters Score -4121947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4121951.250000 Penalty: 5258.762207
	Iteration 111Q: 3 clusters Score -4121951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4121952.000000 Penalty: 5258.762207
	Iteration 112Q: 3 clusters Score -4121952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4121950.750000 Penalty: 5258.762207
	Iteration 113Q: 3 clusters Score -4121951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4121955.500000 Penalty: 5258.762207
	Iteration 114Q: 3 clusters Score -4121956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4121955.750000 Penalty: 5258.762207
	Iteration 115Q: 3 clusters Score -4121956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4121954.500000 Penalty: 5258.762207
	Iteration 116Q: 3 clusters Score -4121954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4121956.250000 Penalty: 5258.762207
	Iteration 117Q: 3 clusters Score -4121956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -4121952.250000 Penalty: 5258.762207
	Iteration 118Q: 3 clusters Score -4121952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -4121953.500000 Penalty: 5258.762207
	Iteration 119Q: 3 clusters Score -4121954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4121957.250000 Penalty: 5258.762207
	Iteration 120F: 3 clusters Score -4121957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4121960.250000 Penalty: 5258.762207
	Iteration 121Q: 3 clusters Score -4121960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4121967.250000 Penalty: 5258.762207
	Iteration 122Q: 3 clusters Score -4121967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4121963.500000 Penalty: 5258.762207
	Iteration 123Q: 3 clusters Score -4121964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4121966.000000 Penalty: 5258.762207
	Iteration 124Q: 3 clusters Score -4121966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4121974.000000 Penalty: 5258.762207
	Iteration 125Q: 3 clusters Score -4121974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4121980.000000 Penalty: 5258.762207
	Iteration 126Q: 3 clusters Score -4121980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4121978.500000 Penalty: 5258.762207
	Iteration 127Q: 3 clusters Score -4121978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4121974.500000 Penalty: 5258.762207
	Iteration 128Q: 3 clusters Score -4121974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4121977.750000 Penalty: 5258.762207
	Iteration 129Q: 3 clusters Score -4121978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4121971.000000 Penalty: 5258.762207
	Iteration 130Q: 3 clusters Score -4121971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4121977.250000 Penalty: 5258.762207
	Iteration 131Q: 3 clusters Score -4121977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4121978.000000 Penalty: 5258.762207
	Iteration 132Q: 3 clusters Score -4121978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4121975.000000 Penalty: 5258.762207
	Iteration 133Q: 3 clusters Score -4121975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4121982.000000 Penalty: 5258.762207
	Iteration 134Q: 3 clusters Score -4121982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4121982.000000 Penalty: 5258.762207
	Iteration 135Q: 3 clusters Score -4121982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4121983.750000 Penalty: 5258.762207
	Iteration 136Q: 3 clusters Score -4121984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4121983.000000 Penalty: 5258.762207
	Iteration 137Q: 3 clusters Score -4121983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4121982.000000 Penalty: 5258.762207
	Iteration 138Q: 3 clusters Score -4121982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -4121981.250000 Penalty: 5258.762207
	Iteration 139Q: 3 clusters Score -4121981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4121981.750000 Penalty: 5258.762207
	Iteration 140F: 3 clusters Score -4121982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Entering Unmasked Estep 
Score: -1886210.125000 Penalty: 2453.396973
	Iteration 0F: 2 clusters Score -1886210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1872210.500000 Penalty: 4906.793945
	Iteration 0F: 3 clusters Score -1872210 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1877293.625000 Penalty: 4906.793945
	Iteration 1F: 3 clusters Score -1877294 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1878421.625000 Penalty: 4906.793945
	Iteration 2F: 3 clusters Score -1878422 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1880099.250000 Penalty: 4906.793945
	Iteration 3F: 3 clusters Score -1880099 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1882099.875000 Penalty: 4906.793945
	Iteration 4F: 3 clusters Score -1882100 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1883853.750000 Penalty: 4906.793945
	Iteration 5F: 3 clusters Score -1883854 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1885002.250000 Penalty: 4906.793945
	Iteration 6F: 3 clusters Score -1885002 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1885644.000000 Penalty: 4906.793945
	Iteration 7Q: 3 clusters Score -1885644 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1886067.125000 Penalty: 4906.793945
	Iteration 8Q: 3 clusters Score -1886067 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1886371.875000 Penalty: 4906.793945
	Iteration 9Q: 3 clusters Score -1886372 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1886551.750000 Penalty: 4906.793945
	Iteration 10Q: 3 clusters Score -1886552 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1886681.250000 Penalty: 4906.793945
	Iteration 11Q: 3 clusters Score -1886681 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1886768.375000 Penalty: 4906.793945
	Iteration 12Q: 3 clusters Score -1886768 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1886840.125000 Penalty: 4906.793945
	Iteration 13Q: 3 clusters Score -1886840 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1886901.625000 Penalty: 4906.793945
	Iteration 14Q: 3 clusters Score -1886902 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1886937.750000 Penalty: 4906.793945
	Iteration 15Q: 3 clusters Score -1886938 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1886963.000000 Penalty: 4906.793945
	Iteration 16Q: 3 clusters Score -1886963 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1886979.250000 Penalty: 4906.793945
	Iteration 17Q: 3 clusters Score -1886979 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1887004.625000 Penalty: 4906.793945
	Iteration 18Q: 3 clusters Score -1887005 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1887027.000000 Penalty: 4906.793945
	Iteration 19Q: 3 clusters Score -1887027 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1887048.750000 Penalty: 4906.793945
	Iteration 20F: 3 clusters Score -1887049 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1887066.750000 Penalty: 4906.793945
	Iteration 21Q: 3 clusters Score -1887067 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1887085.500000 Penalty: 4906.793945
	Iteration 22Q: 3 clusters Score -1887086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1887103.500000 Penalty: 4906.793945
	Iteration 23Q: 3 clusters Score -1887104 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1887117.375000 Penalty: 4906.793945
	Iteration 24Q: 3 clusters Score -1887117 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1887125.125000 Penalty: 4906.793945
	Iteration 25Q: 3 clusters Score -1887125 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1887135.625000 Penalty: 4906.793945
	Iteration 26Q: 3 clusters Score -1887136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1887147.250000 Penalty: 4906.793945
	Iteration 27Q: 3 clusters Score -1887147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1887155.875000 Penalty: 4906.793945
	Iteration 28Q: 3 clusters Score -1887156 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1887168.000000 Penalty: 4906.793945
	Iteration 29Q: 3 clusters Score -1887168 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1887184.875000 Penalty: 4906.793945
	Iteration 30Q: 3 clusters Score -1887185 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1887202.250000 Penalty: 4906.793945
	Iteration 31Q: 3 clusters Score -1887202 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1887218.875000 Penalty: 4906.793945
	Iteration 32Q: 3 clusters Score -1887219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1887223.625000 Penalty: 4906.793945
	Iteration 33Q: 3 clusters Score -1887224 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1887238.375000 Penalty: 4906.793945
	Iteration 34Q: 3 clusters Score -1887238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1887248.125000 Penalty: 4906.793945
	Iteration 35Q: 3 clusters Score -1887248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1887252.500000 Penalty: 4906.793945
	Iteration 36Q: 3 clusters Score -1887252 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1887261.375000 Penalty: 4906.793945
	Iteration 37Q: 3 clusters Score -1887261 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1887273.250000 Penalty: 4906.793945
	Iteration 38Q: 3 clusters Score -1887273 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1887286.625000 Penalty: 4906.793945
	Iteration 39Q: 3 clusters Score -1887287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1887299.875000 Penalty: 4906.793945
	Iteration 40F: 3 clusters Score -1887300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1887305.625000 Penalty: 4906.793945
	Iteration 41Q: 3 clusters Score -1887306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1887315.375000 Penalty: 4906.793945
	Iteration 42Q: 3 clusters Score -1887315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1887320.000000 Penalty: 4906.793945
	Iteration 43Q: 3 clusters Score -1887320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1887326.500000 Penalty: 4906.793945
	Iteration 44Q: 3 clusters Score -1887326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1887330.875000 Penalty: 4906.793945
	Iteration 45Q: 3 clusters Score -1887331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1887341.375000 Penalty: 4906.793945
	Iteration 46Q: 3 clusters Score -1887341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1887341.250000 Penalty: 4906.793945
	Iteration 47Q: 3 clusters Score -1887341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1887346.625000 Penalty: 4906.793945
	Iteration 48Q: 3 clusters Score -1887347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1887353.250000 Penalty: 4906.793945
	Iteration 49Q: 3 clusters Score -1887353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1887355.000000 Penalty: 4906.793945
	Iteration 50Q: 3 clusters Score -1887355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1887363.000000 Penalty: 4906.793945
	Iteration 51Q: 3 clusters Score -1887363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1887367.500000 Penalty: 4906.793945
	Iteration 52Q: 3 clusters Score -1887368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1887369.375000 Penalty: 4906.793945
	Iteration 53Q: 3 clusters Score -1887369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1887375.000000 Penalty: 4906.793945
	Iteration 54Q: 3 clusters Score -1887375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1887380.000000 Penalty: 4906.793945
	Iteration 55Q: 3 clusters Score -1887380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1887379.375000 Penalty: 4906.793945
	Iteration 56Q: 3 clusters Score -1887379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1887375.625000 Penalty: 4906.793945
	Iteration 57Q: 3 clusters Score -1887376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1887381.750000 Penalty: 4906.793945
	Iteration 58Q: 3 clusters Score -1887382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1887381.375000 Penalty: 4906.793945
	Iteration 59Q: 3 clusters Score -1887381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1887383.500000 Penalty: 4906.793945
	Iteration 60F: 3 clusters Score -1887384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1887389.000000 Penalty: 4906.793945
	Iteration 61Q: 3 clusters Score -1887389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1887388.750000 Penalty: 4906.793945
	Iteration 62Q: 3 clusters Score -1887389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1887385.625000 Penalty: 4906.793945
	Iteration 63Q: 3 clusters Score -1887386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1887390.750000 Penalty: 4906.793945
	Iteration 64Q: 3 clusters Score -1887391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1887391.750000 Penalty: 4906.793945
	Iteration 65Q: 3 clusters Score -1887392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1887392.125000 Penalty: 4906.793945
	Iteration 66Q: 3 clusters Score -1887392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1887394.250000 Penalty: 4906.793945
	Iteration 67Q: 3 clusters Score -1887394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1887393.375000 Penalty: 4906.793945
	Iteration 68Q: 3 clusters Score -1887393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1887394.625000 Penalty: 4906.793945
	Iteration 69Q: 3 clusters Score -1887395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1887392.750000 Penalty: 4906.793945
	Iteration 70Q: 3 clusters Score -1887393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1887393.500000 Penalty: 4906.793945
	Iteration 71Q: 3 clusters Score -1887394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1887393.250000 Penalty: 4906.793945
	Iteration 72Q: 3 clusters Score -1887393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1887392.750000 Penalty: 4906.793945
	Iteration 73Q: 3 clusters Score -1887393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1887393.375000 Penalty: 4906.793945
	Iteration 74Q: 3 clusters Score -1887393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1887395.000000 Penalty: 4906.793945
	Iteration 75Q: 3 clusters Score -1887395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1887398.500000 Penalty: 4906.793945
	Iteration 76Q: 3 clusters Score -1887398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1887399.875000 Penalty: 4906.793945
	Iteration 77Q: 3 clusters Score -1887400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1887397.125000 Penalty: 4906.793945
	Iteration 78Q: 3 clusters Score -1887397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1887394.875000 Penalty: 4906.793945
	Iteration 79Q: 3 clusters Score -1887395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1887396.125000 Penalty: 4906.793945
	Iteration 80F: 3 clusters Score -1887396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1887389.500000 Penalty: 4906.793945
	Iteration 81Q: 3 clusters Score -1887390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1887396.125000 Penalty: 4906.793945
	Iteration 82Q: 3 clusters Score -1887396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1887399.250000 Penalty: 4906.793945
	Iteration 83Q: 3 clusters Score -1887399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1887400.750000 Penalty: 4906.793945
	Iteration 84Q: 3 clusters Score -1887401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1887406.500000 Penalty: 4906.793945
	Iteration 85Q: 3 clusters Score -1887406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1887407.625000 Penalty: 4906.793945
	Iteration 86Q: 3 clusters Score -1887408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1887406.750000 Penalty: 4906.793945
	Iteration 87Q: 3 clusters Score -1887407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1887410.250000 Penalty: 4906.793945
	Iteration 88Q: 3 clusters Score -1887410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1887412.625000 Penalty: 4906.793945
	Iteration 89Q: 3 clusters Score -1887413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1887412.000000 Penalty: 4906.793945
	Iteration 90Q: 3 clusters Score -1887412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1887416.875000 Penalty: 4906.793945
	Iteration 91Q: 3 clusters Score -1887417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1887411.250000 Penalty: 4906.793945
	Iteration 92Q: 3 clusters Score -1887411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1887413.625000 Penalty: 4906.793945
	Iteration 93Q: 3 clusters Score -1887414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1887415.625000 Penalty: 4906.793945
	Iteration 94Q: 3 clusters Score -1887416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1887414.875000 Penalty: 4906.793945
	Iteration 95Q: 3 clusters Score -1887415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1887413.500000 Penalty: 4906.793945
	Iteration 96Q: 3 clusters Score -1887414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1887411.375000 Penalty: 4906.793945
	Iteration 97Q: 3 clusters Score -1887411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1887410.375000 Penalty: 4906.793945
	Iteration 98Q: 3 clusters Score -1887410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1887414.000000 Penalty: 4906.793945
	Iteration 99Q: 3 clusters Score -1887414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1887412.500000 Penalty: 4906.793945
	Iteration 100F: 3 clusters Score -1887412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1887410.875000 Penalty: 4906.793945
	Iteration 101Q: 3 clusters Score -1887411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1887412.250000 Penalty: 4906.793945
	Iteration 102Q: 3 clusters Score -1887412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1887412.500000 Penalty: 4906.793945
	Iteration 103Q: 3 clusters Score -1887412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1887411.750000 Penalty: 4906.793945
	Iteration 104Q: 3 clusters Score -1887412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1887411.750000 Penalty: 4906.793945
	Iteration 105F: 3 clusters Score -1887412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 193707 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 10034 members 
Mstep: Class 4 contains 23200 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 51531 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 35041 members 
Mstep: Class 9 contains 20314 members 
Mstep: Class 10 contains 30249 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 27009 members 
Mstep: Class 13 contains 153310 members 
Mstep: Class 14 contains 24480 members 
Mstep: Class 15 contains 321627 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 17 contains 14198 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 40229 members 
Mstep: Class 20 contains 7385 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 22 contains 338825 members 
Mstep: Class 23 contains 58498 members 
Mstep: Class 24 contains 30599 members 
Mstep: Class 25 contains 8380 members 
Mstep: Class 26 contains 18304 members 
Mstep: Class 27 contains 147443 members 
Mstep: Class 28 contains 4429 members 
Mstep: Class 29 contains 12401 members 
Entering Unmasked Estep 
Score: -156995936.000000 Penalty: 102823.757812
Splitting cluster 20 changes total score from -156926592.000000 to -156995936.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (11628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Entering Unmasked Estep 
Score: -1171366.875000 Penalty: 2321.570557
	Iteration 0F: 2 clusters Score -1171367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1162653.250000 Penalty: 4643.141113
	Iteration 0F: 3 clusters Score -1162653 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1165285.000000 Penalty: 4643.141113
	Iteration 1F: 3 clusters Score -1165285 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1165611.875000 Penalty: 4643.141113
	Iteration 2F: 3 clusters Score -1165612 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1165872.500000 Penalty: 4643.141113
	Iteration 3F: 3 clusters Score -1165872 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1166130.375000 Penalty: 4643.141113
	Iteration 4Q: 3 clusters Score -1166130 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1166446.000000 Penalty: 4643.141113
	Iteration 5Q: 3 clusters Score -1166446 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1166838.000000 Penalty: 4643.141113
	Iteration 6F: 3 clusters Score -1166838 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1167318.625000 Penalty: 4643.141113
	Iteration 7F: 3 clusters Score -1167319 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1167838.750000 Penalty: 4643.141113
	Iteration 8F: 3 clusters Score -1167839 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1168345.875000 Penalty: 4643.141113
	Iteration 9F: 3 clusters Score -1168346 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1168799.750000 Penalty: 4643.141113
	Iteration 10Q: 3 clusters Score -1168800 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1169131.125000 Penalty: 4643.141113
	Iteration 11Q: 3 clusters Score -1169131 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1169328.000000 Penalty: 4643.141113
	Iteration 12Q: 3 clusters Score -1169328 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1169450.875000 Penalty: 4643.141113
	Iteration 13Q: 3 clusters Score -1169451 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1169502.250000 Penalty: 4643.141113
	Iteration 14Q: 3 clusters Score -1169502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1169539.750000 Penalty: 4643.141113
	Iteration 15Q: 3 clusters Score -1169540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1169569.250000 Penalty: 4643.141113
	Iteration 16Q: 3 clusters Score -1169569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1169589.000000 Penalty: 4643.141113
	Iteration 17Q: 3 clusters Score -1169589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1169605.750000 Penalty: 4643.141113
	Iteration 18Q: 3 clusters Score -1169606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1169618.750000 Penalty: 4643.141113
	Iteration 19Q: 3 clusters Score -1169619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1169625.625000 Penalty: 4643.141113
	Iteration 20F: 3 clusters Score -1169626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1169636.375000 Penalty: 4643.141113
	Iteration 21Q: 3 clusters Score -1169636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1169639.625000 Penalty: 4643.141113
	Iteration 22Q: 3 clusters Score -1169640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1169639.750000 Penalty: 4643.141113
	Iteration 23Q: 3 clusters Score -1169640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1169639.750000 Penalty: 4643.141113
	Iteration 24F: 3 clusters Score -1169640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (338825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338825 members 
Entering Unmasked Estep 
Score: -33841200.000000 Penalty: 3157.843262
	Iteration 0F: 2 clusters Score -3.38412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169346 members 
Mstep: Class 2 contains 169479 members 
Entering Unmasked Estep 
Score: -33616096.000000 Penalty: 6315.686523
	Iteration 0F: 3 clusters Score -3.36161e+07 nChanged 164164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165410 members 
Mstep: Class 2 contains 173415 members 
Entering Unmasked Estep 
Score: -33713476.000000 Penalty: 6315.686523
	Iteration 1F: 3 clusters Score -3.371348e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161940 members 
Mstep: Class 2 contains 176885 members 
Entering Unmasked Estep 
Score: -33716084.000000 Penalty: 6315.686523
	Iteration 2Q: 3 clusters Score -3.371608e+07 nChanged 13201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156583 members 
Mstep: Class 2 contains 182242 members 
Entering Unmasked Estep 
Score: -33719928.000000 Penalty: 6315.686523
	Iteration 3Q: 3 clusters Score -3.371993e+07 nChanged 16241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148734 members 
Mstep: Class 2 contains 190091 members 
Entering Unmasked Estep 
Score: -33725016.000000 Penalty: 6315.686523
	Iteration 4Q: 3 clusters Score -3.372502e+07 nChanged 18753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138381 members 
Mstep: Class 2 contains 200444 members 
Entering Unmasked Estep 
Score: -33731556.000000 Penalty: 6315.686523
	Iteration 5F: 3 clusters Score -3.373156e+07 nChanged 20608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126591 members 
Mstep: Class 2 contains 212234 members 
Entering Unmasked Estep 
Score: -33739036.000000 Penalty: 6315.686523
	Iteration 6F: 3 clusters Score -3.373904e+07 nChanged 20464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114829 members 
Mstep: Class 2 contains 223996 members 
Entering Unmasked Estep 
Score: -33747824.000000 Penalty: 6315.686523
	Iteration 7F: 3 clusters Score -3.374782e+07 nChanged 18975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105090 members 
Mstep: Class 2 contains 233735 members 
Entering Unmasked Estep 
Score: -33756604.000000 Penalty: 6315.686523
	Iteration 8F: 3 clusters Score -3.37566e+07 nChanged 17133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98871 members 
Mstep: Class 2 contains 239954 members 
Entering Unmasked Estep 
Score: -33765892.000000 Penalty: 6315.686523
	Iteration 9F: 3 clusters Score -3.376589e+07 nChanged 15665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Mstep: Class 2 contains 242395 members 
Entering Unmasked Estep 
Score: -33773836.000000 Penalty: 6315.686523
	Iteration 10Q: 3 clusters Score -3.377384e+07 nChanged 13034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96850 members 
Mstep: Class 2 contains 241975 members 
Entering Unmasked Estep 
Score: -33778528.000000 Penalty: 6315.686523
	Iteration 11Q: 3 clusters Score -3.377853e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98117 members 
Mstep: Class 2 contains 240708 members 
Entering Unmasked Estep 
Score: -33779996.000000 Penalty: 6315.686523
	Iteration 12Q: 3 clusters Score -3.378e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 239193 members 
Entering Unmasked Estep 
Score: -33780032.000000 Penalty: 6315.686523
	Iteration 13Q: 3 clusters Score -3.378003e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 237532 members 
Entering Unmasked Estep 
Score: -33779880.000000 Penalty: 6315.686523
	Iteration 14Q: 3 clusters Score -3.377988e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103131 members 
Mstep: Class 2 contains 235694 members 
Entering Unmasked Estep 
Score: -33779588.000000 Penalty: 6315.686523
	Iteration 15Q: 3 clusters Score -3.377959e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 233772 members 
Entering Unmasked Estep 
Score: -33779508.000000 Penalty: 6315.686523
	Iteration 16Q: 3 clusters Score -3.377951e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107087 members 
Mstep: Class 2 contains 231738 members 
Entering Unmasked Estep 
Score: -33779244.000000 Penalty: 6315.686523
	Iteration 17Q: 3 clusters Score -3.377924e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109269 members 
Mstep: Class 2 contains 229556 members 
Entering Unmasked Estep 
Score: -33779120.000000 Penalty: 6315.686523
	Iteration 18Q: 3 clusters Score -3.377912e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111665 members 
Mstep: Class 2 contains 227160 members 
Entering Unmasked Estep 
Score: -33778952.000000 Penalty: 6315.686523
	Iteration 19Q: 3 clusters Score -3.377895e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114208 members 
Mstep: Class 2 contains 224617 members 
Entering Unmasked Estep 
Score: -33778752.000000 Penalty: 6315.686523
	Iteration 20F: 3 clusters Score -3.377875e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116969 members 
Mstep: Class 2 contains 221856 members 
Entering Unmasked Estep 
Score: -33778812.000000 Penalty: 6315.686523
	Iteration 21Q: 3 clusters Score -3.377881e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119767 members 
Mstep: Class 2 contains 219058 members 
Entering Unmasked Estep 
Score: -33778908.000000 Penalty: 6315.686523
	Iteration 22Q: 3 clusters Score -3.377891e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122685 members 
Mstep: Class 2 contains 216140 members 
Entering Unmasked Estep 
Score: -33778808.000000 Penalty: 6315.686523
	Iteration 23Q: 3 clusters Score -3.377881e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125593 members 
Mstep: Class 2 contains 213232 members 
Entering Unmasked Estep 
Score: -33778712.000000 Penalty: 6315.686523
	Iteration 24Q: 3 clusters Score -3.377871e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128575 members 
Mstep: Class 2 contains 210250 members 
Entering Unmasked Estep 
Score: -33778908.000000 Penalty: 6315.686523
	Iteration 25Q: 3 clusters Score -3.377891e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131606 members 
Mstep: Class 2 contains 207219 members 
Entering Unmasked Estep 
Score: -33779028.000000 Penalty: 6315.686523
	Iteration 26Q: 3 clusters Score -3.377903e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134766 members 
Mstep: Class 2 contains 204059 members 
Entering Unmasked Estep 
Score: -33779152.000000 Penalty: 6315.686523
	Iteration 27Q: 3 clusters Score -3.377915e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137829 members 
Mstep: Class 2 contains 200996 members 
Entering Unmasked Estep 
Score: -33779456.000000 Penalty: 6315.686523
	Iteration 28Q: 3 clusters Score -3.377946e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140783 members 
Mstep: Class 2 contains 198042 members 
Entering Unmasked Estep 
Score: -33779868.000000 Penalty: 6315.686523
	Iteration 29Q: 3 clusters Score -3.377987e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143740 members 
Mstep: Class 2 contains 195085 members 
Entering Unmasked Estep 
Score: -33780116.000000 Penalty: 6315.686523
	Iteration 30Q: 3 clusters Score -3.378012e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146438 members 
Mstep: Class 2 contains 192387 members 
Entering Unmasked Estep 
Score: -33780348.000000 Penalty: 6315.686523
	Iteration 31Q: 3 clusters Score -3.378035e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149087 members 
Mstep: Class 2 contains 189738 members 
Entering Unmasked Estep 
Score: -33780668.000000 Penalty: 6315.686523
	Iteration 32Q: 3 clusters Score -3.378067e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151557 members 
Mstep: Class 2 contains 187268 members 
Entering Unmasked Estep 
Score: -33781052.000000 Penalty: 6315.686523
	Iteration 33Q: 3 clusters Score -3.378105e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153892 members 
Mstep: Class 2 contains 184933 members 
Entering Unmasked Estep 
Score: -33781388.000000 Penalty: 6315.686523
	Iteration 34Q: 3 clusters Score -3.378139e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156028 members 
Mstep: Class 2 contains 182797 members 
Entering Unmasked Estep 
Score: -33781760.000000 Penalty: 6315.686523
	Iteration 35Q: 3 clusters Score -3.378176e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157998 members 
Mstep: Class 2 contains 180827 members 
Entering Unmasked Estep 
Score: -33782092.000000 Penalty: 6315.686523
	Iteration 36Q: 3 clusters Score -3.378209e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159955 members 
Mstep: Class 2 contains 178870 members 
Entering Unmasked Estep 
Score: -33782272.000000 Penalty: 6315.686523
	Iteration 37Q: 3 clusters Score -3.378227e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162158 members 
Mstep: Class 2 contains 176667 members 
Entering Unmasked Estep 
Score: -33782712.000000 Penalty: 6315.686523
	Iteration 38Q: 3 clusters Score -3.378271e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164702 members 
Mstep: Class 2 contains 174123 members 
Entering Unmasked Estep 
Score: -33783252.000000 Penalty: 6315.686523
	Iteration 39Q: 3 clusters Score -3.378325e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167644 members 
Mstep: Class 2 contains 171181 members 
Entering Unmasked Estep 
Score: -33783580.000000 Penalty: 6315.686523
	Iteration 40F: 3 clusters Score -3.378358e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170844 members 
Mstep: Class 2 contains 167981 members 
Entering Unmasked Estep 
Score: -33784256.000000 Penalty: 6315.686523
	Iteration 41Q: 3 clusters Score -3.378426e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174315 members 
Mstep: Class 2 contains 164510 members 
Entering Unmasked Estep 
Score: -33784984.000000 Penalty: 6315.686523
	Iteration 42Q: 3 clusters Score -3.378498e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177988 members 
Mstep: Class 2 contains 160837 members 
Entering Unmasked Estep 
Score: -33785732.000000 Penalty: 6315.686523
	Iteration 43Q: 3 clusters Score -3.378573e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181869 members 
Mstep: Class 2 contains 156956 members 
Entering Unmasked Estep 
Score: -33786492.000000 Penalty: 6315.686523
	Iteration 44Q: 3 clusters Score -3.378649e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185982 members 
Mstep: Class 2 contains 152843 members 
Entering Unmasked Estep 
Score: -33787344.000000 Penalty: 6315.686523
	Iteration 45Q: 3 clusters Score -3.378734e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190762 members 
Mstep: Class 2 contains 148063 members 
Entering Unmasked Estep 
Score: -33788396.000000 Penalty: 6315.686523
	Iteration 46Q: 3 clusters Score -3.37884e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196088 members 
Mstep: Class 2 contains 142737 members 
Entering Unmasked Estep 
Score: -33789288.000000 Penalty: 6315.686523
	Iteration 47Q: 3 clusters Score -3.378929e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201742 members 
Mstep: Class 2 contains 137083 members 
Entering Unmasked Estep 
Score: -33790468.000000 Penalty: 6315.686523
	Iteration 48Q: 3 clusters Score -3.379047e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207517 members 
Mstep: Class 2 contains 131308 members 
Entering Unmasked Estep 
Score: -33791404.000000 Penalty: 6315.686523
	Iteration 49Q: 3 clusters Score -3.37914e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213297 members 
Mstep: Class 2 contains 125528 members 
Entering Unmasked Estep 
Score: -33792624.000000 Penalty: 6315.686523
	Iteration 50Q: 3 clusters Score -3.379262e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219011 members 
Mstep: Class 2 contains 119814 members 
Entering Unmasked Estep 
Score: -33793800.000000 Penalty: 6315.686523
	Iteration 51Q: 3 clusters Score -3.37938e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224483 members 
Mstep: Class 2 contains 114342 members 
Entering Unmasked Estep 
Score: -33794644.000000 Penalty: 6315.686523
	Iteration 52Q: 3 clusters Score -3.379464e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229602 members 
Mstep: Class 2 contains 109223 members 
Entering Unmasked Estep 
Score: -33795516.000000 Penalty: 6315.686523
	Iteration 53Q: 3 clusters Score -3.379552e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234312 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -33796136.000000 Penalty: 6315.686523
	Iteration 54Q: 3 clusters Score -3.379614e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238465 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -33796320.000000 Penalty: 6315.686523
	Iteration 55Q: 3 clusters Score -3.379632e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242107 members 
Mstep: Class 2 contains 96718 members 
Entering Unmasked Estep 
Score: -33796696.000000 Penalty: 6315.686523
	Iteration 56Q: 3 clusters Score -3.37967e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245372 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -33796856.000000 Penalty: 6315.686523
	Iteration 57Q: 3 clusters Score -3.379686e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248360 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -33797088.000000 Penalty: 6315.686523
	Iteration 58Q: 3 clusters Score -3.379709e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251057 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -33797172.000000 Penalty: 6315.686523
	Iteration 59Q: 3 clusters Score -3.379717e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253552 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -33798552.000000 Penalty: 6315.686523
	Iteration 60F: 3 clusters Score -3.379855e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257024 members 
Mstep: Class 2 contains 81801 members 
Entering Unmasked Estep 
Score: -33799156.000000 Penalty: 6315.686523
	Iteration 61Q: 3 clusters Score -3.379916e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260439 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -33799448.000000 Penalty: 6315.686523
	Iteration 62Q: 3 clusters Score -3.379945e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263583 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -33799812.000000 Penalty: 6315.686523
	Iteration 63Q: 3 clusters Score -3.379981e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266654 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -33800320.000000 Penalty: 6315.686523
	Iteration 64Q: 3 clusters Score -3.380032e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269591 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -33800688.000000 Penalty: 6315.686523
	Iteration 65Q: 3 clusters Score -3.380069e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272417 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -33801036.000000 Penalty: 6315.686523
	Iteration 66Q: 3 clusters Score -3.380104e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275209 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -33801492.000000 Penalty: 6315.686523
	Iteration 67Q: 3 clusters Score -3.380149e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277875 members 
Mstep: Class 2 contains 60950 members 
Entering Unmasked Estep 
Score: -33801892.000000 Penalty: 6315.686523
	Iteration 68Q: 3 clusters Score -3.380189e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280405 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -33802340.000000 Penalty: 6315.686523
	Iteration 69Q: 3 clusters Score -3.380234e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282854 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -33802728.000000 Penalty: 6315.686523
	Iteration 70Q: 3 clusters Score -3.380273e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285408 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -33803000.000000 Penalty: 6315.686523
	Iteration 71Q: 3 clusters Score -3.3803e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287997 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -33803752.000000 Penalty: 6315.686523
	Iteration 72Q: 3 clusters Score -3.380375e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290562 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -33804520.000000 Penalty: 6315.686523
	Iteration 73Q: 3 clusters Score -3.380452e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293158 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -33805280.000000 Penalty: 6315.686523
	Iteration 74Q: 3 clusters Score -3.380528e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295814 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -33806068.000000 Penalty: 6315.686523
	Iteration 75Q: 3 clusters Score -3.380607e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298466 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -33806952.000000 Penalty: 6315.686523
	Iteration 76Q: 3 clusters Score -3.380695e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301105 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -33807856.000000 Penalty: 6315.686523
	Iteration 77Q: 3 clusters Score -3.380786e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303709 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -33808856.000000 Penalty: 6315.686523
	Iteration 78Q: 3 clusters Score -3.380886e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306291 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -33810088.000000 Penalty: 6315.686523
	Iteration 79Q: 3 clusters Score -3.381009e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308861 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -33811292.000000 Penalty: 6315.686523
	Iteration 80F: 3 clusters Score -3.381129e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311322 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -33812472.000000 Penalty: 6315.686523
	Iteration 81Q: 3 clusters Score -3.381247e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313706 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -33813624.000000 Penalty: 6315.686523
	Iteration 82Q: 3 clusters Score -3.381362e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315992 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -33814984.000000 Penalty: 6315.686523
	Iteration 83Q: 3 clusters Score -3.381498e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318037 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -33817256.000000 Penalty: 6315.686523
	Iteration 84Q: 3 clusters Score -3.381726e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320018 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -33820188.000000 Penalty: 6315.686523
	Iteration 85Q: 3 clusters Score -3.382019e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321960 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -33822788.000000 Penalty: 6315.686523
	Iteration 86Q: 3 clusters Score -3.382279e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323772 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -33825456.000000 Penalty: 6315.686523
	Iteration 87Q: 3 clusters Score -3.382546e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325520 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -33827748.000000 Penalty: 6315.686523
	Iteration 88Q: 3 clusters Score -3.382775e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327196 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -33829744.000000 Penalty: 6315.686523
	Iteration 89Q: 3 clusters Score -3.382974e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328765 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -33831432.000000 Penalty: 6315.686523
	Iteration 90Q: 3 clusters Score -3.383143e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330182 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -33832880.000000 Penalty: 6315.686523
	Iteration 91Q: 3 clusters Score -3.383288e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331387 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -33834200.000000 Penalty: 6315.686523
	Iteration 92Q: 3 clusters Score -3.38342e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332434 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -33835256.000000 Penalty: 6315.686523
	Iteration 93Q: 3 clusters Score -3.383526e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333296 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -33836036.000000 Penalty: 6315.686523
	Iteration 94Q: 3 clusters Score -3.383604e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333961 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -33836620.000000 Penalty: 6315.686523
	Iteration 95Q: 3 clusters Score -3.383662e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334531 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -33837116.000000 Penalty: 6315.686523
	Iteration 96Q: 3 clusters Score -3.383712e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334962 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -33837516.000000 Penalty: 6315.686523
	Iteration 97Q: 3 clusters Score -3.383752e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335298 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -33837740.000000 Penalty: 6315.686523
	Iteration 98Q: 3 clusters Score -3.383774e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335535 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -33837920.000000 Penalty: 6315.686523
	Iteration 99Q: 3 clusters Score -3.383792e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335720 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -33838152.000000 Penalty: 6315.686523
	Iteration 100F: 3 clusters Score -3.383815e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335859 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -33838288.000000 Penalty: 6315.686523
	Iteration 101Q: 3 clusters Score -3.383829e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335977 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -33838436.000000 Penalty: 6315.686523
	Iteration 102Q: 3 clusters Score -3.383844e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336058 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -33838572.000000 Penalty: 6315.686523
	Iteration 103Q: 3 clusters Score -3.383857e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336115 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -33838712.000000 Penalty: 6315.686523
	Iteration 104Q: 3 clusters Score -3.383871e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336164 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -33838748.000000 Penalty: 6315.686523
	Iteration 105Q: 3 clusters Score -3.383875e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336214 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -33838836.000000 Penalty: 6315.686523
	Iteration 106Q: 3 clusters Score -3.383884e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336243 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -33838812.000000 Penalty: 6315.686523
	Iteration 107Q: 3 clusters Score -3.383881e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336266 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -33838796.000000 Penalty: 6315.686523
	Iteration 108Q: 3 clusters Score -3.38388e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336288 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -33838828.000000 Penalty: 6315.686523
	Iteration 109Q: 3 clusters Score -3.383883e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336299 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -33838852.000000 Penalty: 6315.686523
	Iteration 110Q: 3 clusters Score -3.383885e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336313 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -33838908.000000 Penalty: 6315.686523
	Iteration 111Q: 3 clusters Score -3.383891e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336318 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -33838896.000000 Penalty: 6315.686523
	Iteration 112Q: 3 clusters Score -3.38389e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336320 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -33838908.000000 Penalty: 6315.686523
	Iteration 113Q: 3 clusters Score -3.383891e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336318 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -33838940.000000 Penalty: 6315.686523
	Iteration 114Q: 3 clusters Score -3.383894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336314 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -33838908.000000 Penalty: 6315.686523
	Iteration 115Q: 3 clusters Score -3.383891e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336310 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -33838924.000000 Penalty: 6315.686523
	Iteration 116Q: 3 clusters Score -3.383892e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336304 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -33838924.000000 Penalty: 6315.686523
	Iteration 117Q: 3 clusters Score -3.383892e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336313 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -33838968.000000 Penalty: 6315.686523
	Iteration 118Q: 3 clusters Score -3.383897e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336311 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -33838960.000000 Penalty: 6315.686523
	Iteration 119Q: 3 clusters Score -3.383896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336315 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -33838968.000000 Penalty: 6315.686523
	Iteration 120F: 3 clusters Score -3.383897e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336321 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -33838952.000000 Penalty: 6315.686523
	Iteration 121Q: 3 clusters Score -3.383895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336324 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -33838948.000000 Penalty: 6315.686523
	Iteration 122Q: 3 clusters Score -3.383895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336323 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -33838968.000000 Penalty: 6315.686523
	Iteration 123Q: 3 clusters Score -3.383897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336324 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -33838932.000000 Penalty: 6315.686523
	Iteration 124Q: 3 clusters Score -3.383893e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336322 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -33838956.000000 Penalty: 6315.686523
	Iteration 125Q: 3 clusters Score -3.383896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336320 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -33838944.000000 Penalty: 6315.686523
	Iteration 126Q: 3 clusters Score -3.383894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336319 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -33838940.000000 Penalty: 6315.686523
	Iteration 127Q: 3 clusters Score -3.383894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336319 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -33838928.000000 Penalty: 6315.686523
	Iteration 128Q: 3 clusters Score -3.383893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336319 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -33838948.000000 Penalty: 6315.686523
	Iteration 129Q: 3 clusters Score -3.383895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336316 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -33838920.000000 Penalty: 6315.686523
	Iteration 130Q: 3 clusters Score -3.383892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336317 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -33838948.000000 Penalty: 6315.686523
	Iteration 131Q: 3 clusters Score -3.383895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336319 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -33838952.000000 Penalty: 6315.686523
	Iteration 132Q: 3 clusters Score -3.383895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336318 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -33838960.000000 Penalty: 6315.686523
	Iteration 133Q: 3 clusters Score -3.383896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336317 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -33838968.000000 Penalty: 6315.686523
	Iteration 134Q: 3 clusters Score -3.383897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336318 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -33838984.000000 Penalty: 6315.686523
	Iteration 135Q: 3 clusters Score -3.383898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336318 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -33838984.000000 Penalty: 6315.686523
	Iteration 136F: 3 clusters Score -3.383898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (58498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Entering Unmasked Estep 
Score: -5826825.000000 Penalty: 2722.233398
	Iteration 0F: 2 clusters Score -5826825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -5787503.500000 Penalty: 5444.466797
	Iteration 0F: 3 clusters Score -5787504 nChanged 27142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -5802649.500000 Penalty: 5444.466797
	Iteration 1F: 3 clusters Score -5802650 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -5803287.000000 Penalty: 5444.466797
	Iteration 2Q: 3 clusters Score -5803287 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5804170.000000 Penalty: 5444.466797
	Iteration 3Q: 3 clusters Score -5804170 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -5805641.500000 Penalty: 5444.466797
	Iteration 4Q: 3 clusters Score -5805642 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -5808152.500000 Penalty: 5444.466797
	Iteration 5F: 3 clusters Score -5808152 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -5812237.500000 Penalty: 5444.466797
	Iteration 6F: 3 clusters Score -5812238 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -5817660.000000 Penalty: 5444.466797
	Iteration 7F: 3 clusters Score -5817660 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -5823240.000000 Penalty: 5444.466797
	Iteration 8F: 3 clusters Score -5823240 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -5827680.500000 Penalty: 5444.466797
	Iteration 9F: 3 clusters Score -5827680 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -5830529.000000 Penalty: 5444.466797
	Iteration 10F: 3 clusters Score -5830529 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -5831841.000000 Penalty: 5444.466797
	Iteration 11Q: 3 clusters Score -5831841 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -5832339.000000 Penalty: 5444.466797
	Iteration 12Q: 3 clusters Score -5832339 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -5832540.500000 Penalty: 5444.466797
	Iteration 13Q: 3 clusters Score -5832540 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -5832647.500000 Penalty: 5444.466797
	Iteration 14Q: 3 clusters Score -5832648 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -5832722.500000 Penalty: 5444.466797
	Iteration 15Q: 3 clusters Score -5832722 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -5832763.000000 Penalty: 5444.466797
	Iteration 16Q: 3 clusters Score -5832763 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -5832805.000000 Penalty: 5444.466797
	Iteration 17Q: 3 clusters Score -5832805 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -5832831.000000 Penalty: 5444.466797
	Iteration 18Q: 3 clusters Score -5832831 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -5832829.000000 Penalty: 5444.466797
	Iteration 19Q: 3 clusters Score -5832829 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -5832830.000000 Penalty: 5444.466797
	Iteration 20F: 3 clusters Score -5832830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -5832823.500000 Penalty: 5444.466797
	Iteration 21Q: 3 clusters Score -5832824 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -5832843.500000 Penalty: 5444.466797
	Iteration 22Q: 3 clusters Score -5832844 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -5832853.500000 Penalty: 5444.466797
	Iteration 23Q: 3 clusters Score -5832854 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -5832854.000000 Penalty: 5444.466797
	Iteration 24Q: 3 clusters Score -5832854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -5832851.000000 Penalty: 5444.466797
	Iteration 25Q: 3 clusters Score -5832851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -5832868.000000 Penalty: 5444.466797
	Iteration 26Q: 3 clusters Score -5832868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -5832868.500000 Penalty: 5444.466797
	Iteration 27Q: 3 clusters Score -5832868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -5832880.000000 Penalty: 5444.466797
	Iteration 28Q: 3 clusters Score -5832880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -5832889.500000 Penalty: 5444.466797
	Iteration 29Q: 3 clusters Score -5832890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -5832889.000000 Penalty: 5444.466797
	Iteration 30Q: 3 clusters Score -5832889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -5832897.500000 Penalty: 5444.466797
	Iteration 31Q: 3 clusters Score -5832898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -5832904.500000 Penalty: 5444.466797
	Iteration 32Q: 3 clusters Score -5832904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -5832899.000000 Penalty: 5444.466797
	Iteration 33Q: 3 clusters Score -5832899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -5832903.000000 Penalty: 5444.466797
	Iteration 34Q: 3 clusters Score -5832903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -5832903.500000 Penalty: 5444.466797
	Iteration 35Q: 3 clusters Score -5832904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -5832907.500000 Penalty: 5444.466797
	Iteration 36Q: 3 clusters Score -5832908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -5832905.500000 Penalty: 5444.466797
	Iteration 37Q: 3 clusters Score -5832906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -5832906.500000 Penalty: 5444.466797
	Iteration 38Q: 3 clusters Score -5832906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -5832913.000000 Penalty: 5444.466797
	Iteration 39Q: 3 clusters Score -5832913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -5832913.000000 Penalty: 5444.466797
	Iteration 40F: 3 clusters Score -5832913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 193707 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 10034 members 
Mstep: Class 4 contains 23200 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 51531 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 35041 members 
Mstep: Class 9 contains 20314 members 
Mstep: Class 10 contains 30249 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 27009 members 
Mstep: Class 13 contains 153310 members 
Mstep: Class 14 contains 24480 members 
Mstep: Class 15 contains 321627 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 17 contains 14198 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 40229 members 
Mstep: Class 20 contains 7385 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 22 contains 338825 members 
Mstep: Class 23 contains 31129 members 
Mstep: Class 24 contains 30599 members 
Mstep: Class 25 contains 8380 members 
Mstep: Class 26 contains 18304 members 
Mstep: Class 27 contains 147443 members 
Mstep: Class 28 contains 4429 members 
Mstep: Class 29 contains 12401 members 
Mstep: Class 30 contains 27369 members 
Entering Unmasked Estep 
Score: -156999536.000000 Penalty: 106369.406250
Splitting cluster 23 changes total score from -156926592.000000 to -156999536.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 193707 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 4 contains 23200 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 51531 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 35041 members 
Mstep: Class 9 contains 20314 members 
Mstep: Class 10 contains 30249 members 
Mstep: Class 12 contains 27009 members 
Mstep: Class 14 contains 24480 members 
Mstep: Class 15 contains 321627 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 17 contains 14198 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 40229 members 
Mstep: Class 20 contains 7385 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 22 contains 338825 members 
Mstep: Class 23 contains 31129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157027120.000000 Penalty: 106369.406250
Iteration 39Q: 31 clusters Score -1.570271e+08 nChanged 59041
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 191225 members 
Mstep: Class 2 contains 9886 members 
Mstep: Class 3 contains 9523 members 
Mstep: Class 4 contains 23229 members 
Mstep: Class 5 contains 5851 members 
Mstep: Class 6 contains 52217 members 
Mstep: Class 7 contains 11045 members 
Mstep: Class 8 contains 35260 members 
Mstep: Class 9 contains 20168 members 
Mstep: Class 10 contains 31162 members 
Mstep: Class 11 contains 5145 members 
Mstep: Class 12 contains 27257 members 
Mstep: Class 13 contains 151527 members 
Mstep: Class 14 contains 24629 members 
Mstep: Class 15 contains 325494 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 14514 members 
Mstep: Class 18 contains 1894 members 
Mstep: Class 19 contains 39317 members 
Mstep: Class 20 contains 6891 members 
Mstep: Class 21 contains 11348 members 
Mstep: Class 22 contains 336727 members 
Mstep: Class 23 contains 33497 members 
Mstep: Class 24 contains 29423 members 
Mstep: Class 25 contains 8276 members 
Mstep: Class 26 contains 17142 members 
Mstep: Class 27 contains 151831 members 
Mstep: Class 28 contains 4389 members 
Mstep: Class 29 contains 11068 members 
Mstep: Class 30 contains 26243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157050896.000000 Penalty: 106369.406250
Iteration 40F: 31 clusters Score -1.570509e+08 nChanged 39966
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 188318 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 9690 members 
Mstep: Class 4 contains 23188 members 
Mstep: Class 5 contains 5843 members 
Mstep: Class 6 contains 52205 members 
Mstep: Class 7 contains 11050 members 
Mstep: Class 8 contains 34642 members 
Mstep: Class 9 contains 19800 members 
Mstep: Class 10 contains 30987 members 
Mstep: Class 11 contains 5367 members 
Mstep: Class 12 contains 26436 members 
Mstep: Class 13 contains 149896 members 
Mstep: Class 14 contains 24126 members 
Mstep: Class 15 contains 328351 members 
Mstep: Class 16 contains 2408 members 
Mstep: Class 17 contains 15000 members 
Mstep: Class 18 contains 2073 members 
Mstep: Class 19 contains 38287 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 11071 members 
Mstep: Class 22 contains 332894 members 
Mstep: Class 23 contains 34933 members 
Mstep: Class 24 contains 29186 members 
Mstep: Class 25 contains 8982 members 
Mstep: Class 26 contains 16832 members 
Mstep: Class 27 contains 158078 members 
Mstep: Class 28 contains 4392 members 
Mstep: Class 29 contains 10756 members 
Mstep: Class 30 contains 27408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157061584.000000 Penalty: 106369.406250
Iteration 41Q: 31 clusters Score -1.570616e+08 nChanged 27964
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 185719 members 
Mstep: Class 2 contains 9601 members 
Mstep: Class 3 contains 9784 members 
Mstep: Class 4 contains 23222 members 
Mstep: Class 5 contains 5881 members 
Mstep: Class 6 contains 52179 members 
Mstep: Class 7 contains 11062 members 
Mstep: Class 8 contains 34288 members 
Mstep: Class 9 contains 19481 members 
Mstep: Class 10 contains 31007 members 
Mstep: Class 11 contains 5464 members 
Mstep: Class 12 contains 25759 members 
Mstep: Class 13 contains 148485 members 
Mstep: Class 14 contains 23683 members 
Mstep: Class 15 contains 332138 members 
Mstep: Class 16 contains 2512 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 2194 members 
Mstep: Class 19 contains 37200 members 
Mstep: Class 20 contains 6188 members 
Mstep: Class 21 contains 10803 members 
Mstep: Class 22 contains 329522 members 
Mstep: Class 23 contains 36351 members 
Mstep: Class 24 contains 28793 members 
Mstep: Class 25 contains 9511 members 
Mstep: Class 26 contains 16595 members 
Mstep: Class 27 contains 162065 members 
Mstep: Class 28 contains 4392 members 
Mstep: Class 29 contains 10471 members 
Mstep: Class 30 contains 28370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157067504.000000 Penalty: 106369.406250
Iteration 42Q: 31 clusters Score -1.570675e+08 nChanged 23908
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 183214 members 
Mstep: Class 2 contains 9492 members 
Mstep: Class 3 contains 9826 members 
Mstep: Class 4 contains 23296 members 
Mstep: Class 5 contains 5923 members 
Mstep: Class 6 contains 52215 members 
Mstep: Class 7 contains 11097 members 
Mstep: Class 8 contains 34054 members 
Mstep: Class 9 contains 19221 members 
Mstep: Class 10 contains 31022 members 
Mstep: Class 11 contains 5511 members 
Mstep: Class 12 contains 25211 members 
Mstep: Class 13 contains 147101 members 
Mstep: Class 14 contains 23351 members 
Mstep: Class 15 contains 336687 members 
Mstep: Class 16 contains 2573 members 
Mstep: Class 17 contains 16456 members 
Mstep: Class 18 contains 2279 members 
Mstep: Class 19 contains 36007 members 
Mstep: Class 20 contains 5959 members 
Mstep: Class 21 contains 10548 members 
Mstep: Class 22 contains 326374 members 
Mstep: Class 23 contains 37601 members 
Mstep: Class 24 contains 28456 members 
Mstep: Class 25 contains 9932 members 
Mstep: Class 26 contains 16427 members 
Mstep: Class 27 contains 164815 members 
Mstep: Class 28 contains 4390 members 
Mstep: Class 29 contains 10211 members 
Mstep: Class 30 contains 29156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157071376.000000 Penalty: 106369.406250
Iteration 43Q: 31 clusters Score -1.570714e+08 nChanged 22535
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 180523 members 
Mstep: Class 2 contains 9402 members 
Mstep: Class 3 contains 9872 members 
Mstep: Class 4 contains 23398 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 52255 members 
Mstep: Class 7 contains 11129 members 
Mstep: Class 8 contains 33884 members 
Mstep: Class 9 contains 19018 members 
Mstep: Class 10 contains 31058 members 
Mstep: Class 11 contains 5537 members 
Mstep: Class 12 contains 24746 members 
Mstep: Class 13 contains 145568 members 
Mstep: Class 14 contains 23137 members 
Mstep: Class 15 contains 342191 members 
Mstep: Class 16 contains 2614 members 
Mstep: Class 17 contains 17191 members 
Mstep: Class 18 contains 2375 members 
Mstep: Class 19 contains 34735 members 
Mstep: Class 20 contains 5757 members 
Mstep: Class 21 contains 10345 members 
Mstep: Class 22 contains 323180 members 
Mstep: Class 23 contains 38786 members 
Mstep: Class 24 contains 28103 members 
Mstep: Class 25 contains 10299 members 
Mstep: Class 26 contains 16305 members 
Mstep: Class 27 contains 166846 members 
Mstep: Class 28 contains 4386 members 
Mstep: Class 29 contains 9978 members 
Mstep: Class 30 contains 29834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157071808.000000 Penalty: 106369.406250
Iteration 44Q: 31 clusters Score -1.570718e+08 nChanged 22263
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 177683 members 
Mstep: Class 2 contains 9340 members 
Mstep: Class 3 contains 9915 members 
Mstep: Class 4 contains 23495 members 
Mstep: Class 5 contains 5958 members 
Mstep: Class 6 contains 52270 members 
Mstep: Class 7 contains 11156 members 
Mstep: Class 8 contains 33799 members 
Mstep: Class 9 contains 18863 members 
Mstep: Class 10 contains 31133 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 24314 members 
Mstep: Class 13 contains 143814 members 
Mstep: Class 14 contains 22949 members 
Mstep: Class 15 contains 348339 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 17 contains 17800 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 33436 members 
Mstep: Class 20 contains 5595 members 
Mstep: Class 21 contains 10185 members 
Mstep: Class 22 contains 319933 members 
Mstep: Class 23 contains 39880 members 
Mstep: Class 24 contains 27756 members 
Mstep: Class 25 contains 10637 members 
Mstep: Class 26 contains 16228 members 
Mstep: Class 27 contains 168608 members 
Mstep: Class 28 contains 4383 members 
Mstep: Class 29 contains 9787 members 
Mstep: Class 30 contains 30481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157071536.000000 Penalty: 106369.406250
Iteration 45Q: 31 clusters Score -1.570715e+08 nChanged 22584
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 174816 members 
Mstep: Class 2 contains 9293 members 
Mstep: Class 3 contains 9970 members 
Mstep: Class 4 contains 23560 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 52370 members 
Mstep: Class 7 contains 11196 members 
Mstep: Class 8 contains 33766 members 
Mstep: Class 9 contains 18772 members 
Mstep: Class 10 contains 31289 members 
Mstep: Class 11 contains 5574 members 
Mstep: Class 12 contains 23924 members 
Mstep: Class 13 contains 141883 members 
Mstep: Class 14 contains 22830 members 
Mstep: Class 15 contains 354945 members 
Mstep: Class 16 contains 2692 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 32069 members 
Mstep: Class 20 contains 5460 members 
Mstep: Class 21 contains 10056 members 
Mstep: Class 22 contains 316577 members 
Mstep: Class 23 contains 40836 members 
Mstep: Class 24 contains 27410 members 
Mstep: Class 25 contains 10924 members 
Mstep: Class 26 contains 16187 members 
Mstep: Class 27 contains 170169 members 
Mstep: Class 28 contains 4380 members 
Mstep: Class 29 contains 9593 members 
Mstep: Class 30 contains 31026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157067648.000000 Penalty: 106369.406250
Iteration 46Q: 31 clusters Score -1.570676e+08 nChanged 22543
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 171764 members 
Mstep: Class 2 contains 9256 members 
Mstep: Class 3 contains 10040 members 
Mstep: Class 4 contains 23642 members 
Mstep: Class 5 contains 5939 members 
Mstep: Class 6 contains 52618 members 
Mstep: Class 7 contains 11225 members 
Mstep: Class 8 contains 33745 members 
Mstep: Class 9 contains 18737 members 
Mstep: Class 10 contains 31551 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 23596 members 
Mstep: Class 13 contains 139820 members 
Mstep: Class 14 contains 22759 members 
Mstep: Class 15 contains 361464 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 18861 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 30716 members 
Mstep: Class 20 contains 5367 members 
Mstep: Class 21 contains 9953 members 
Mstep: Class 22 contains 313350 members 
Mstep: Class 23 contains 41676 members 
Mstep: Class 24 contains 27076 members 
Mstep: Class 25 contains 11161 members 
Mstep: Class 26 contains 16179 members 
Mstep: Class 27 contains 171653 members 
Mstep: Class 28 contains 4381 members 
Mstep: Class 29 contains 9410 members 
Mstep: Class 30 contains 31562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157065056.000000 Penalty: 106369.406250
Iteration 47Q: 31 clusters Score -1.570651e+08 nChanged 21694
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 168897 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 10080 members 
Mstep: Class 4 contains 23744 members 
Mstep: Class 5 contains 5934 members 
Mstep: Class 6 contains 52949 members 
Mstep: Class 7 contains 11227 members 
Mstep: Class 8 contains 33756 members 
Mstep: Class 9 contains 18700 members 
Mstep: Class 10 contains 31773 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 23271 members 
Mstep: Class 13 contains 137750 members 
Mstep: Class 14 contains 22700 members 
Mstep: Class 15 contains 367223 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 19275 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 29332 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 9868 members 
Mstep: Class 22 contains 310569 members 
Mstep: Class 23 contains 42480 members 
Mstep: Class 24 contains 26788 members 
Mstep: Class 25 contains 11356 members 
Mstep: Class 26 contains 16189 members 
Mstep: Class 27 contains 173396 members 
Mstep: Class 28 contains 4381 members 
Mstep: Class 29 contains 9223 members 
Mstep: Class 30 contains 32047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157061632.000000 Penalty: 106369.406250
Iteration 48Q: 31 clusters Score -1.570616e+08 nChanged 20685
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 166584 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 10117 members 
Mstep: Class 4 contains 23831 members 
Mstep: Class 5 contains 5950 members 
Mstep: Class 6 contains 53438 members 
Mstep: Class 7 contains 11240 members 
Mstep: Class 8 contains 33813 members 
Mstep: Class 9 contains 18652 members 
Mstep: Class 10 contains 31977 members 
Mstep: Class 11 contains 5638 members 
Mstep: Class 12 contains 22960 members 
Mstep: Class 13 contains 135666 members 
Mstep: Class 14 contains 22610 members 
Mstep: Class 15 contains 371664 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 17 contains 19641 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 27819 members 
Mstep: Class 20 contains 5178 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 308329 members 
Mstep: Class 23 contains 43293 members 
Mstep: Class 24 contains 26487 members 
Mstep: Class 25 contains 11530 members 
Mstep: Class 26 contains 16204 members 
Mstep: Class 27 contains 175323 members 
Mstep: Class 28 contains 4380 members 
Mstep: Class 29 contains 9056 members 
Mstep: Class 30 contains 32546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157058208.000000 Penalty: 106369.406250
Iteration 49Q: 31 clusters Score -1.570582e+08 nChanged 19361
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164808 members 
Mstep: Class 2 contains 9244 members 
Mstep: Class 3 contains 10139 members 
Mstep: Class 4 contains 23923 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 54099 members 
Mstep: Class 7 contains 11241 members 
Mstep: Class 8 contains 33920 members 
Mstep: Class 9 contains 18609 members 
Mstep: Class 10 contains 32142 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 22673 members 
Mstep: Class 13 contains 133847 members 
Mstep: Class 14 contains 22517 members 
Mstep: Class 15 contains 374752 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 19952 members 
Mstep: Class 18 contains 2685 members 
Mstep: Class 19 contains 26261 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 9751 members 
Mstep: Class 22 contains 306459 members 
Mstep: Class 23 contains 43995 members 
Mstep: Class 24 contains 26170 members 
Mstep: Class 25 contains 11695 members 
Mstep: Class 26 contains 16228 members 
Mstep: Class 27 contains 177503 members 
Mstep: Class 28 contains 4378 members 
Mstep: Class 29 contains 8910 members 
Mstep: Class 30 contains 33048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157055344.000000 Penalty: 106369.406250
Iteration 50Q: 31 clusters Score -1.570553e+08 nChanged 17660
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 163793 members 
Mstep: Class 2 contains 9253 members 
Mstep: Class 3 contains 10157 members 
Mstep: Class 4 contains 24016 members 
Mstep: Class 5 contains 5995 members 
Mstep: Class 6 contains 54809 members 
Mstep: Class 7 contains 11247 members 
Mstep: Class 8 contains 34031 members 
Mstep: Class 9 contains 18586 members 
Mstep: Class 10 contains 32330 members 
Mstep: Class 11 contains 5669 members 
Mstep: Class 12 contains 22392 members 
Mstep: Class 13 contains 132299 members 
Mstep: Class 14 contains 22398 members 
Mstep: Class 15 contains 376549 members 
Mstep: Class 16 contains 2767 members 
Mstep: Class 17 contains 20246 members 
Mstep: Class 18 contains 2701 members 
Mstep: Class 19 contains 24568 members 
Mstep: Class 20 contains 4978 members 
Mstep: Class 21 contains 9688 members 
Mstep: Class 22 contains 304890 members 
Mstep: Class 23 contains 44652 members 
Mstep: Class 24 contains 25801 members 
Mstep: Class 25 contains 11853 members 
Mstep: Class 26 contains 16243 members 
Mstep: Class 27 contains 179772 members 
Mstep: Class 28 contains 4376 members 
Mstep: Class 29 contains 8782 members 
Mstep: Class 30 contains 33564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157053760.000000 Penalty: 106369.406250
Iteration 51Q: 31 clusters Score -1.570538e+08 nChanged 16012
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 163371 members 
Mstep: Class 2 contains 9256 members 
Mstep: Class 3 contains 10180 members 
Mstep: Class 4 contains 24042 members 
Mstep: Class 5 contains 6009 members 
Mstep: Class 6 contains 55527 members 
Mstep: Class 7 contains 11256 members 
Mstep: Class 8 contains 34157 members 
Mstep: Class 9 contains 18560 members 
Mstep: Class 10 contains 32519 members 
Mstep: Class 11 contains 5693 members 
Mstep: Class 12 contains 22130 members 
Mstep: Class 13 contains 130977 members 
Mstep: Class 14 contains 22248 members 
Mstep: Class 15 contains 377448 members 
Mstep: Class 16 contains 2771 members 
Mstep: Class 17 contains 20526 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 22860 members 
Mstep: Class 20 contains 4908 members 
Mstep: Class 21 contains 9605 members 
Mstep: Class 22 contains 303575 members 
Mstep: Class 23 contains 45283 members 
Mstep: Class 24 contains 25409 members 
Mstep: Class 25 contains 12022 members 
Mstep: Class 26 contains 16219 members 
Mstep: Class 27 contains 182008 members 
Mstep: Class 28 contains 4376 members 
Mstep: Class 29 contains 8648 members 
Mstep: Class 30 contains 34102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157053536.000000 Penalty: 106369.406250
Iteration 52Q: 31 clusters Score -1.570535e+08 nChanged 14326
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 163354 members 
Mstep: Class 2 contains 9263 members 
Mstep: Class 3 contains 10204 members 
Mstep: Class 4 contains 24063 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 56197 members 
Mstep: Class 7 contains 11268 members 
Mstep: Class 8 contains 34271 members 
Mstep: Class 9 contains 18545 members 
Mstep: Class 10 contains 32711 members 
Mstep: Class 11 contains 5730 members 
Mstep: Class 12 contains 21877 members 
Mstep: Class 13 contains 129850 members 
Mstep: Class 14 contains 22101 members 
Mstep: Class 15 contains 377586 members 
Mstep: Class 16 contains 2774 members 
Mstep: Class 17 contains 20770 members 
Mstep: Class 18 contains 2737 members 
Mstep: Class 19 contains 21197 members 
Mstep: Class 20 contains 4845 members 
Mstep: Class 21 contains 9523 members 
Mstep: Class 22 contains 302423 members 
Mstep: Class 23 contains 45855 members 
Mstep: Class 24 contains 25067 members 
Mstep: Class 25 contains 12180 members 
Mstep: Class 26 contains 16190 members 
Mstep: Class 27 contains 184291 members 
Mstep: Class 28 contains 4374 members 
Mstep: Class 29 contains 8512 members 
Mstep: Class 30 contains 34619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157054048.000000 Penalty: 106369.406250
Iteration 53Q: 31 clusters Score -1.57054e+08 nChanged 12804
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 10235 members 
Mstep: Class 4 contains 24083 members 
Mstep: Class 5 contains 6043 members 
Mstep: Class 6 contains 56885 members 
Mstep: Class 7 contains 11272 members 
Mstep: Class 8 contains 34367 members 
Mstep: Class 9 contains 18521 members 
Mstep: Class 10 contains 32885 members 
Mstep: Class 11 contains 5758 members 
Mstep: Class 12 contains 21650 members 
Mstep: Class 13 contains 128809 members 
Mstep: Class 14 contains 21938 members 
Mstep: Class 15 contains 377340 members 
Mstep: Class 16 contains 2776 members 
Mstep: Class 17 contains 20973 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 19577 members 
Mstep: Class 20 contains 4783 members 
Mstep: Class 21 contains 9440 members 
Mstep: Class 22 contains 301467 members 
Mstep: Class 23 contains 46333 members 
Mstep: Class 24 contains 24722 members 
Mstep: Class 25 contains 12356 members 
Mstep: Class 26 contains 16163 members 
Mstep: Class 27 contains 186541 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 8382 members 
Mstep: Class 30 contains 35075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157054640.000000 Penalty: 106369.406250
Iteration 54Q: 31 clusters Score -1.570546e+08 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 9271 members 
Mstep: Class 3 contains 10246 members 
Mstep: Class 4 contains 24105 members 
Mstep: Class 5 contains 6052 members 
Mstep: Class 6 contains 57484 members 
Mstep: Class 7 contains 11292 members 
Mstep: Class 8 contains 34461 members 
Mstep: Class 9 contains 18489 members 
Mstep: Class 10 contains 33037 members 
Mstep: Class 11 contains 5778 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 127922 members 
Mstep: Class 14 contains 21782 members 
Mstep: Class 15 contains 376963 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 21174 members 
Mstep: Class 18 contains 2761 members 
Mstep: Class 19 contains 18070 members 
Mstep: Class 20 contains 4726 members 
Mstep: Class 21 contains 9376 members 
Mstep: Class 22 contains 300624 members 
Mstep: Class 23 contains 46726 members 
Mstep: Class 24 contains 24375 members 
Mstep: Class 25 contains 12530 members 
Mstep: Class 26 contains 16119 members 
Mstep: Class 27 contains 188531 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 8279 members 
Mstep: Class 30 contains 35540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157055296.000000 Penalty: 106369.406250
Iteration 55Q: 31 clusters Score -1.570553e+08 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164784 members 
Mstep: Class 2 contains 9275 members 
Mstep: Class 3 contains 10243 members 
Mstep: Class 4 contains 24107 members 
Mstep: Class 5 contains 6068 members 
Mstep: Class 6 contains 58014 members 
Mstep: Class 7 contains 11321 members 
Mstep: Class 8 contains 34551 members 
Mstep: Class 9 contains 18421 members 
Mstep: Class 10 contains 33175 members 
Mstep: Class 11 contains 5796 members 
Mstep: Class 12 contains 21238 members 
Mstep: Class 13 contains 127222 members 
Mstep: Class 14 contains 21619 members 
Mstep: Class 15 contains 376468 members 
Mstep: Class 16 contains 2787 members 
Mstep: Class 17 contains 21349 members 
Mstep: Class 18 contains 2765 members 
Mstep: Class 19 contains 16626 members 
Mstep: Class 20 contains 4665 members 
Mstep: Class 21 contains 9293 members 
Mstep: Class 22 contains 299824 members 
Mstep: Class 23 contains 47049 members 
Mstep: Class 24 contains 24023 members 
Mstep: Class 25 contains 12699 members 
Mstep: Class 26 contains 16059 members 
Mstep: Class 27 contains 190393 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 8185 members 
Mstep: Class 30 contains 36016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157056752.000000 Penalty: 106369.406250
Iteration 56Q: 31 clusters Score -1.570568e+08 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 165592 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 10256 members 
Mstep: Class 4 contains 24119 members 
Mstep: Class 5 contains 6077 members 
Mstep: Class 6 contains 58503 members 
Mstep: Class 7 contains 11346 members 
Mstep: Class 8 contains 34616 members 
Mstep: Class 9 contains 18352 members 
Mstep: Class 10 contains 33300 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 21055 members 
Mstep: Class 13 contains 126577 members 
Mstep: Class 14 contains 21434 members 
Mstep: Class 15 contains 375906 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 21507 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 15281 members 
Mstep: Class 20 contains 4596 members 
Mstep: Class 21 contains 9185 members 
Mstep: Class 22 contains 299119 members 
Mstep: Class 23 contains 47327 members 
Mstep: Class 24 contains 23637 members 
Mstep: Class 25 contains 12859 members 
Mstep: Class 26 contains 16019 members 
Mstep: Class 27 contains 192127 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 8110 members 
Mstep: Class 30 contains 36486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157057632.000000 Penalty: 106369.406250
Iteration 57Q: 31 clusters Score -1.570576e+08 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 166415 members 
Mstep: Class 2 contains 9264 members 
Mstep: Class 3 contains 10259 members 
Mstep: Class 4 contains 24112 members 
Mstep: Class 5 contains 6095 members 
Mstep: Class 6 contains 58945 members 
Mstep: Class 7 contains 11368 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 18268 members 
Mstep: Class 10 contains 33438 members 
Mstep: Class 11 contains 5823 members 
Mstep: Class 12 contains 20909 members 
Mstep: Class 13 contains 125986 members 
Mstep: Class 14 contains 21251 members 
Mstep: Class 15 contains 375349 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 21645 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 9091 members 
Mstep: Class 22 contains 298445 members 
Mstep: Class 23 contains 47554 members 
Mstep: Class 24 contains 23270 members 
Mstep: Class 25 contains 13032 members 
Mstep: Class 26 contains 15969 members 
Mstep: Class 27 contains 193747 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 8030 members 
Mstep: Class 30 contains 36922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157058496.000000 Penalty: 106369.406250
Iteration 58Q: 31 clusters Score -1.570585e+08 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 167318 members 
Mstep: Class 2 contains 9258 members 
Mstep: Class 3 contains 10256 members 
Mstep: Class 4 contains 24085 members 
Mstep: Class 5 contains 6114 members 
Mstep: Class 6 contains 59297 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 34692 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 33523 members 
Mstep: Class 11 contains 5839 members 
Mstep: Class 12 contains 20773 members 
Mstep: Class 13 contains 125461 members 
Mstep: Class 14 contains 21050 members 
Mstep: Class 15 contains 374812 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 21752 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 12969 members 
Mstep: Class 20 contains 4501 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 297863 members 
Mstep: Class 23 contains 47753 members 
Mstep: Class 24 contains 22936 members 
Mstep: Class 25 contains 13225 members 
Mstep: Class 26 contains 15907 members 
Mstep: Class 27 contains 195198 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 7963 members 
Mstep: Class 30 contains 37331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157059328.000000 Penalty: 106369.406250
Iteration 59Q: 31 clusters Score -1.570593e+08 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168264 members 
Mstep: Class 2 contains 9256 members 
Mstep: Class 3 contains 10260 members 
Mstep: Class 4 contains 24086 members 
Mstep: Class 5 contains 6131 members 
Mstep: Class 6 contains 59583 members 
Mstep: Class 7 contains 11424 members 
Mstep: Class 8 contains 34716 members 
Mstep: Class 9 contains 18149 members 
Mstep: Class 10 contains 33622 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 20658 members 
Mstep: Class 13 contains 124943 members 
Mstep: Class 14 contains 20865 members 
Mstep: Class 15 contains 374312 members 
Mstep: Class 16 contains 2813 members 
Mstep: Class 17 contains 21849 members 
Mstep: Class 18 contains 2777 members 
Mstep: Class 19 contains 11984 members 
Mstep: Class 20 contains 4467 members 
Mstep: Class 21 contains 8887 members 
Mstep: Class 22 contains 297323 members 
Mstep: Class 23 contains 47936 members 
Mstep: Class 24 contains 22578 members 
Mstep: Class 25 contains 13420 members 
Mstep: Class 26 contains 15819 members 
Mstep: Class 27 contains 196427 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 37726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157060352.000000 Penalty: 106369.406250
Iteration 60F: 31 clusters Score -1.570604e+08 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 169031 members 
Mstep: Class 2 contains 9253 members 
Mstep: Class 3 contains 10239 members 
Mstep: Class 4 contains 24086 members 
Mstep: Class 5 contains 6092 members 
Mstep: Class 6 contains 59830 members 
Mstep: Class 7 contains 11464 members 
Mstep: Class 8 contains 34746 members 
Mstep: Class 9 contains 18087 members 
Mstep: Class 10 contains 33652 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 20548 members 
Mstep: Class 13 contains 124363 members 
Mstep: Class 14 contains 20693 members 
Mstep: Class 15 contains 374217 members 
Mstep: Class 16 contains 2832 members 
Mstep: Class 17 contains 21943 members 
Mstep: Class 18 contains 2840 members 
Mstep: Class 19 contains 11070 members 
Mstep: Class 20 contains 4428 members 
Mstep: Class 21 contains 8803 members 
Mstep: Class 22 contains 296850 members 
Mstep: Class 23 contains 48079 members 
Mstep: Class 24 contains 22230 members 
Mstep: Class 25 contains 13605 members 
Mstep: Class 26 contains 15739 members 
Mstep: Class 27 contains 197473 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 7861 members 
Mstep: Class 30 contains 38120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157061168.000000 Penalty: 106369.406250
Iteration 61Q: 31 clusters Score -1.570612e+08 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 169741 members 
Mstep: Class 2 contains 9254 members 
Mstep: Class 3 contains 10234 members 
Mstep: Class 4 contains 24079 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 60040 members 
Mstep: Class 7 contains 11515 members 
Mstep: Class 8 contains 34793 members 
Mstep: Class 9 contains 18033 members 
Mstep: Class 10 contains 33655 members 
Mstep: Class 11 contains 5881 members 
Mstep: Class 12 contains 20434 members 
Mstep: Class 13 contains 123822 members 
Mstep: Class 14 contains 20513 members 
Mstep: Class 15 contains 374143 members 
Mstep: Class 16 contains 2851 members 
Mstep: Class 17 contains 22028 members 
Mstep: Class 18 contains 2886 members 
Mstep: Class 19 contains 10204 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 21 contains 8725 members 
Mstep: Class 22 contains 296424 members 
Mstep: Class 23 contains 48203 members 
Mstep: Class 24 contains 21875 members 
Mstep: Class 25 contains 13806 members 
Mstep: Class 26 contains 15657 members 
Mstep: Class 27 contains 198431 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7814 members 
Mstep: Class 30 contains 38510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157061152.000000 Penalty: 106369.406250
Iteration 62Q: 31 clusters Score -1.570612e+08 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 170374 members 
Mstep: Class 2 contains 9258 members 
Mstep: Class 3 contains 10231 members 
Mstep: Class 4 contains 24056 members 
Mstep: Class 5 contains 6063 members 
Mstep: Class 6 contains 60215 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 34837 members 
Mstep: Class 9 contains 17978 members 
Mstep: Class 10 contains 33706 members 
Mstep: Class 11 contains 5911 members 
Mstep: Class 12 contains 20328 members 
Mstep: Class 13 contains 123305 members 
Mstep: Class 14 contains 20350 members 
Mstep: Class 15 contains 373960 members 
Mstep: Class 16 contains 2861 members 
Mstep: Class 17 contains 22101 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 8640 members 
Mstep: Class 22 contains 296061 members 
Mstep: Class 23 contains 48296 members 
Mstep: Class 24 contains 21523 members 
Mstep: Class 25 contains 14018 members 
Mstep: Class 26 contains 15575 members 
Mstep: Class 27 contains 199373 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7772 members 
Mstep: Class 30 contains 38907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157061680.000000 Penalty: 106369.406250
Iteration 63Q: 31 clusters Score -1.570617e+08 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 170964 members 
Mstep: Class 2 contains 9263 members 
Mstep: Class 3 contains 10213 members 
Mstep: Class 4 contains 24048 members 
Mstep: Class 5 contains 6057 members 
Mstep: Class 6 contains 60361 members 
Mstep: Class 7 contains 11613 members 
Mstep: Class 8 contains 34881 members 
Mstep: Class 9 contains 17946 members 
Mstep: Class 10 contains 33696 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 20219 members 
Mstep: Class 13 contains 122845 members 
Mstep: Class 14 contains 20182 members 
Mstep: Class 15 contains 373863 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 22158 members 
Mstep: Class 18 contains 2922 members 
Mstep: Class 19 contains 8791 members 
Mstep: Class 20 contains 4380 members 
Mstep: Class 21 contains 8554 members 
Mstep: Class 22 contains 295746 members 
Mstep: Class 23 contains 48378 members 
Mstep: Class 24 contains 21143 members 
Mstep: Class 25 contains 14234 members 
Mstep: Class 26 contains 15484 members 
Mstep: Class 27 contains 200237 members 
Mstep: Class 28 contains 4371 members 
Mstep: Class 29 contains 7735 members 
Mstep: Class 30 contains 39304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157061984.000000 Penalty: 106369.406250
Iteration 64Q: 31 clusters Score -1.57062e+08 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171561 members 
Mstep: Class 2 contains 9271 members 
Mstep: Class 3 contains 10205 members 
Mstep: Class 4 contains 24040 members 
Mstep: Class 5 contains 6069 members 
Mstep: Class 6 contains 60463 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 34923 members 
Mstep: Class 9 contains 17922 members 
Mstep: Class 10 contains 33732 members 
Mstep: Class 11 contains 5973 members 
Mstep: Class 12 contains 20128 members 
Mstep: Class 13 contains 122394 members 
Mstep: Class 14 contains 20012 members 
Mstep: Class 15 contains 373734 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 22220 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 8165 members 
Mstep: Class 20 contains 4374 members 
Mstep: Class 21 contains 8467 members 
Mstep: Class 22 contains 295455 members 
Mstep: Class 23 contains 48453 members 
Mstep: Class 24 contains 20740 members 
Mstep: Class 25 contains 14455 members 
Mstep: Class 26 contains 15388 members 
Mstep: Class 27 contains 201033 members 
Mstep: Class 28 contains 4371 members 
Mstep: Class 29 contains 7704 members 
Mstep: Class 30 contains 39705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157062480.000000 Penalty: 106369.406250
Iteration 65Q: 31 clusters Score -1.570625e+08 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171999 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 10208 members 
Mstep: Class 4 contains 24042 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 60564 members 
Mstep: Class 7 contains 11704 members 
Mstep: Class 8 contains 34966 members 
Mstep: Class 9 contains 17879 members 
Mstep: Class 10 contains 33724 members 
Mstep: Class 11 contains 5992 members 
Mstep: Class 12 contains 20039 members 
Mstep: Class 13 contains 121942 members 
Mstep: Class 14 contains 19840 members 
Mstep: Class 15 contains 373702 members 
Mstep: Class 16 contains 2863 members 
Mstep: Class 17 contains 22278 members 
Mstep: Class 18 contains 2937 members 
Mstep: Class 19 contains 7647 members 
Mstep: Class 20 contains 4363 members 
Mstep: Class 21 contains 8376 members 
Mstep: Class 22 contains 295232 members 
Mstep: Class 23 contains 48548 members 
Mstep: Class 24 contains 20330 members 
Mstep: Class 25 contains 14678 members 
Mstep: Class 26 contains 15290 members 
Mstep: Class 27 contains 201753 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7675 members 
Mstep: Class 30 contains 40106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157062832.000000 Penalty: 106369.406250
Iteration 66Q: 31 clusters Score -1.570628e+08 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172425 members 
Mstep: Class 2 contains 9280 members 
Mstep: Class 3 contains 10212 members 
Mstep: Class 4 contains 24037 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 60676 members 
Mstep: Class 7 contains 11752 members 
Mstep: Class 8 contains 35003 members 
Mstep: Class 9 contains 17842 members 
Mstep: Class 10 contains 33729 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 19962 members 
Mstep: Class 13 contains 121505 members 
Mstep: Class 14 contains 19669 members 
Mstep: Class 15 contains 373684 members 
Mstep: Class 16 contains 2868 members 
Mstep: Class 17 contains 22329 members 
Mstep: Class 18 contains 2941 members 
Mstep: Class 19 contains 7187 members 
Mstep: Class 20 contains 4351 members 
Mstep: Class 21 contains 8268 members 
Mstep: Class 22 contains 295002 members 
Mstep: Class 23 contains 48614 members 
Mstep: Class 24 contains 19921 members 
Mstep: Class 25 contains 14923 members 
Mstep: Class 26 contains 15190 members 
Mstep: Class 27 contains 202403 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7653 members 
Mstep: Class 30 contains 40512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157062816.000000 Penalty: 106369.406250
Iteration 67Q: 31 clusters Score -1.570628e+08 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172845 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 10208 members 
Mstep: Class 4 contains 24031 members 
Mstep: Class 5 contains 6089 members 
Mstep: Class 6 contains 60767 members 
Mstep: Class 7 contains 11783 members 
Mstep: Class 8 contains 35057 members 
Mstep: Class 9 contains 17809 members 
Mstep: Class 10 contains 33716 members 
Mstep: Class 11 contains 6037 members 
Mstep: Class 12 contains 19882 members 
Mstep: Class 13 contains 121088 members 
Mstep: Class 14 contains 19523 members 
Mstep: Class 15 contains 373634 members 
Mstep: Class 16 contains 2875 members 
Mstep: Class 17 contains 22385 members 
Mstep: Class 18 contains 2948 members 
Mstep: Class 19 contains 6758 members 
Mstep: Class 20 contains 4347 members 
Mstep: Class 21 contains 8173 members 
Mstep: Class 22 contains 294807 members 
Mstep: Class 23 contains 48649 members 
Mstep: Class 24 contains 19528 members 
Mstep: Class 25 contains 15154 members 
Mstep: Class 26 contains 15097 members 
Mstep: Class 27 contains 203030 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7621 members 
Mstep: Class 30 contains 40910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157063360.000000 Penalty: 106369.406250
Iteration 68Q: 31 clusters Score -1.570634e+08 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173212 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 10204 members 
Mstep: Class 4 contains 24016 members 
Mstep: Class 5 contains 6088 members 
Mstep: Class 6 contains 60848 members 
Mstep: Class 7 contains 11814 members 
Mstep: Class 8 contains 35123 members 
Mstep: Class 9 contains 17763 members 
Mstep: Class 10 contains 33699 members 
Mstep: Class 11 contains 6047 members 
Mstep: Class 12 contains 19792 members 
Mstep: Class 13 contains 120712 members 
Mstep: Class 14 contains 19389 members 
Mstep: Class 15 contains 373616 members 
Mstep: Class 16 contains 2879 members 
Mstep: Class 17 contains 22439 members 
Mstep: Class 18 contains 2959 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 8089 members 
Mstep: Class 22 contains 294619 members 
Mstep: Class 23 contains 48681 members 
Mstep: Class 24 contains 19143 members 
Mstep: Class 25 contains 15372 members 
Mstep: Class 26 contains 15000 members 
Mstep: Class 27 contains 203587 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7591 members 
Mstep: Class 30 contains 41319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157063376.000000 Penalty: 106369.406250
Iteration 69Q: 31 clusters Score -1.570634e+08 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173619 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 10203 members 
Mstep: Class 4 contains 23996 members 
Mstep: Class 5 contains 6108 members 
Mstep: Class 6 contains 60946 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 35168 members 
Mstep: Class 9 contains 17724 members 
Mstep: Class 10 contains 33658 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 19723 members 
Mstep: Class 13 contains 120377 members 
Mstep: Class 14 contains 19256 members 
Mstep: Class 15 contains 373521 members 
Mstep: Class 16 contains 2881 members 
Mstep: Class 17 contains 22482 members 
Mstep: Class 18 contains 2975 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 4342 members 
Mstep: Class 21 contains 8014 members 
Mstep: Class 22 contains 294411 members 
Mstep: Class 23 contains 48716 members 
Mstep: Class 24 contains 18762 members 
Mstep: Class 25 contains 15561 members 
Mstep: Class 26 contains 14916 members 
Mstep: Class 27 contains 204149 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7575 members 
Mstep: Class 30 contains 41679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157063776.000000 Penalty: 106369.406250
Iteration 70Q: 31 clusters Score -1.570638e+08 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174004 members 
Mstep: Class 2 contains 9295 members 
Mstep: Class 3 contains 10204 members 
Mstep: Class 4 contains 23975 members 
Mstep: Class 5 contains 6120 members 
Mstep: Class 6 contains 61030 members 
Mstep: Class 7 contains 11900 members 
Mstep: Class 8 contains 35205 members 
Mstep: Class 9 contains 17687 members 
Mstep: Class 10 contains 33618 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 19662 members 
Mstep: Class 13 contains 120012 members 
Mstep: Class 14 contains 19145 members 
Mstep: Class 15 contains 373507 members 
Mstep: Class 16 contains 2878 members 
Mstep: Class 17 contains 22530 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 5768 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 294185 members 
Mstep: Class 23 contains 48757 members 
Mstep: Class 24 contains 18380 members 
Mstep: Class 25 contains 15748 members 
Mstep: Class 26 contains 14851 members 
Mstep: Class 27 contains 204647 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7562 members 
Mstep: Class 30 contains 42030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157063872.000000 Penalty: 106369.406250
Iteration 71Q: 31 clusters Score -1.570639e+08 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174363 members 
Mstep: Class 2 contains 9299 members 
Mstep: Class 3 contains 10205 members 
Mstep: Class 4 contains 23958 members 
Mstep: Class 5 contains 6119 members 
Mstep: Class 6 contains 61127 members 
Mstep: Class 7 contains 11954 members 
Mstep: Class 8 contains 35241 members 
Mstep: Class 9 contains 17649 members 
Mstep: Class 10 contains 33581 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 12 contains 19606 members 
Mstep: Class 13 contains 119649 members 
Mstep: Class 14 contains 19043 members 
Mstep: Class 15 contains 373487 members 
Mstep: Class 16 contains 2881 members 
Mstep: Class 17 contains 22580 members 
Mstep: Class 18 contains 2999 members 
Mstep: Class 19 contains 5543 members 
Mstep: Class 20 contains 4310 members 
Mstep: Class 21 contains 7886 members 
Mstep: Class 22 contains 293977 members 
Mstep: Class 23 contains 48781 members 
Mstep: Class 24 contains 18045 members 
Mstep: Class 25 contains 15907 members 
Mstep: Class 26 contains 14795 members 
Mstep: Class 27 contains 205061 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7547 members 
Mstep: Class 30 contains 42346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157064144.000000 Penalty: 106369.406250
Iteration 72Q: 31 clusters Score -1.570641e+08 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174661 members 
Mstep: Class 2 contains 9302 members 
Mstep: Class 3 contains 10204 members 
Mstep: Class 4 contains 23932 members 
Mstep: Class 5 contains 6110 members 
Mstep: Class 6 contains 61207 members 
Mstep: Class 7 contains 12002 members 
Mstep: Class 8 contains 35269 members 
Mstep: Class 9 contains 17614 members 
Mstep: Class 10 contains 33562 members 
Mstep: Class 11 contains 6113 members 
Mstep: Class 12 contains 19550 members 
Mstep: Class 13 contains 119318 members 
Mstep: Class 14 contains 18956 members 
Mstep: Class 15 contains 373461 members 
Mstep: Class 16 contains 2888 members 
Mstep: Class 17 contains 22623 members 
Mstep: Class 18 contains 3004 members 
Mstep: Class 19 contains 5370 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 7838 members 
Mstep: Class 22 contains 293786 members 
Mstep: Class 23 contains 48796 members 
Mstep: Class 24 contains 17776 members 
Mstep: Class 25 contains 16026 members 
Mstep: Class 26 contains 14750 members 
Mstep: Class 27 contains 205452 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7534 members 
Mstep: Class 30 contains 42635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157064256.000000 Penalty: 106369.406250
Iteration 73Q: 31 clusters Score -1.570643e+08 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174948 members 
Mstep: Class 2 contains 9303 members 
Mstep: Class 3 contains 10200 members 
Mstep: Class 4 contains 23913 members 
Mstep: Class 5 contains 6120 members 
Mstep: Class 6 contains 61301 members 
Mstep: Class 7 contains 12047 members 
Mstep: Class 8 contains 35296 members 
Mstep: Class 9 contains 17579 members 
Mstep: Class 10 contains 33533 members 
Mstep: Class 11 contains 6128 members 
Mstep: Class 12 contains 19493 members 
Mstep: Class 13 contains 118971 members 
Mstep: Class 14 contains 18855 members 
Mstep: Class 15 contains 373491 members 
Mstep: Class 16 contains 2895 members 
Mstep: Class 17 contains 22664 members 
Mstep: Class 18 contains 3017 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 4280 members 
Mstep: Class 21 contains 7768 members 
Mstep: Class 22 contains 293621 members 
Mstep: Class 23 contains 48809 members 
Mstep: Class 24 contains 17536 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 14709 members 
Mstep: Class 27 contains 205814 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7525 members 
Mstep: Class 30 contains 42862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157064240.000000 Penalty: 106369.406250
Iteration 74Q: 31 clusters Score -1.570642e+08 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 175215 members 
Mstep: Class 2 contains 9300 members 
Mstep: Class 3 contains 10185 members 
Mstep: Class 4 contains 23904 members 
Mstep: Class 5 contains 6124 members 
Mstep: Class 6 contains 61388 members 
Mstep: Class 7 contains 12077 members 
Mstep: Class 8 contains 35337 members 
Mstep: Class 9 contains 17549 members 
Mstep: Class 10 contains 33519 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 19450 members 
Mstep: Class 13 contains 118639 members 
Mstep: Class 14 contains 18762 members 
Mstep: Class 15 contains 373516 members 
Mstep: Class 16 contains 2900 members 
Mstep: Class 17 contains 22711 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 5047 members 
Mstep: Class 20 contains 4268 members 
Mstep: Class 21 contains 7699 members 
Mstep: Class 22 contains 293493 members 
Mstep: Class 23 contains 48827 members 
Mstep: Class 24 contains 17333 members 
Mstep: Class 25 contains 16269 members 
Mstep: Class 26 contains 14669 members 
Mstep: Class 27 contains 206137 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7516 members 
Mstep: Class 30 contains 43038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157064288.000000 Penalty: 106369.406250
Iteration 75Q: 31 clusters Score -1.570643e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 175478 members 
Mstep: Class 2 contains 9301 members 
Mstep: Class 3 contains 10174 members 
Mstep: Class 4 contains 23918 members 
Mstep: Class 5 contains 6137 members 
Mstep: Class 6 contains 61481 members 
Mstep: Class 7 contains 12104 members 
Mstep: Class 8 contains 35385 members 
Mstep: Class 9 contains 17512 members 
Mstep: Class 10 contains 33507 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 19393 members 
Mstep: Class 13 contains 118309 members 
Mstep: Class 14 contains 18689 members 
Mstep: Class 15 contains 373507 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 22755 members 
Mstep: Class 18 contains 3026 members 
Mstep: Class 19 contains 4891 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 7615 members 
Mstep: Class 22 contains 293357 members 
Mstep: Class 23 contains 48856 members 
Mstep: Class 24 contains 17201 members 
Mstep: Class 25 contains 16391 members 
Mstep: Class 26 contains 14622 members 
Mstep: Class 27 contains 206472 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7501 members 
Mstep: Class 30 contains 43140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157064080.000000 Penalty: 106369.406250
Iteration 76Q: 31 clusters Score -1.570641e+08 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 175729 members 
Mstep: Class 2 contains 9302 members 
Mstep: Class 3 contains 10157 members 
Mstep: Class 4 contains 23925 members 
Mstep: Class 5 contains 6141 members 
Mstep: Class 6 contains 61563 members 
Mstep: Class 7 contains 12125 members 
Mstep: Class 8 contains 35432 members 
Mstep: Class 9 contains 17488 members 
Mstep: Class 10 contains 33494 members 
Mstep: Class 11 contains 6161 members 
Mstep: Class 12 contains 19341 members 
Mstep: Class 13 contains 118023 members 
Mstep: Class 14 contains 18621 members 
Mstep: Class 15 contains 373491 members 
Mstep: Class 16 contains 2899 members 
Mstep: Class 17 contains 22798 members 
Mstep: Class 18 contains 3033 members 
Mstep: Class 19 contains 4756 members 
Mstep: Class 20 contains 4252 members 
Mstep: Class 21 contains 7543 members 
Mstep: Class 22 contains 293238 members 
Mstep: Class 23 contains 48877 members 
Mstep: Class 24 contains 17099 members 
Mstep: Class 25 contains 16483 members 
Mstep: Class 26 contains 14577 members 
Mstep: Class 27 contains 206766 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7482 members 
Mstep: Class 30 contains 43238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157064016.000000 Penalty: 106369.406250
Iteration 77Q: 31 clusters Score -1.57064e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 175977 members 
Mstep: Class 2 contains 9305 members 
Mstep: Class 3 contains 10147 members 
Mstep: Class 4 contains 23933 members 
Mstep: Class 5 contains 6152 members 
Mstep: Class 6 contains 61621 members 
Mstep: Class 7 contains 12138 members 
Mstep: Class 8 contains 35480 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 33477 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 19287 members 
Mstep: Class 13 contains 117759 members 
Mstep: Class 14 contains 18554 members 
Mstep: Class 15 contains 373431 members 
Mstep: Class 16 contains 2899 members 
Mstep: Class 17 contains 22833 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 4639 members 
Mstep: Class 20 contains 4246 members 
Mstep: Class 21 contains 7485 members 
Mstep: Class 22 contains 293130 members 
Mstep: Class 23 contains 48906 members 
Mstep: Class 24 contains 17029 members 
Mstep: Class 25 contains 16588 members 
Mstep: Class 26 contains 14525 members 
Mstep: Class 27 contains 207046 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7472 members 
Mstep: Class 30 contains 43310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157064288.000000 Penalty: 106369.406250
Iteration 78Q: 31 clusters Score -1.570643e+08 nChanged 1803
Entering ConstructFrom: 
Score: -157064288.000000 Penalty: 106369.406250
Entering ConstructFrom: 
Trying to split cluster 1 (176191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176191 members 
Entering Unmasked Estep 
Score: -17734078.000000 Penalty: 2995.672363
	Iteration 0F: 2 clusters Score -1.773408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 88061 members 
Entering Unmasked Estep 
Score: -17616270.000000 Penalty: 5991.344727
	Iteration 0F: 3 clusters Score -1.761627e+07 nChanged 84505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88135 members 
Mstep: Class 2 contains 88056 members 
Entering Unmasked Estep 
Score: -17665382.000000 Penalty: 5991.344727
	Iteration 1F: 3 clusters Score -1.766538e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -17665934.000000 Penalty: 5991.344727
	Iteration 2Q: 3 clusters Score -1.766593e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 88004 members 
Entering Unmasked Estep 
Score: -17666442.000000 Penalty: 5991.344727
	Iteration 3Q: 3 clusters Score -1.766644e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88246 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
Score: -17667124.000000 Penalty: 5991.344727
	Iteration 4Q: 3 clusters Score -1.766712e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88343 members 
Mstep: Class 2 contains 87848 members 
Entering Unmasked Estep 
Score: -17667912.000000 Penalty: 5991.344727
	Iteration 5Q: 3 clusters Score -1.766791e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88452 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -17668664.000000 Penalty: 5991.344727
	Iteration 6Q: 3 clusters Score -1.766866e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88651 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -17669590.000000 Penalty: 5991.344727
	Iteration 7Q: 3 clusters Score -1.766959e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -17670712.000000 Penalty: 5991.344727
	Iteration 8Q: 3 clusters Score -1.767071e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89538 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -17672044.000000 Penalty: 5991.344727
	Iteration 9Q: 3 clusters Score -1.767204e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90293 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -17673840.000000 Penalty: 5991.344727
	Iteration 10Q: 3 clusters Score -1.767384e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 84780 members 
Entering Unmasked Estep 
Score: -17676152.000000 Penalty: 5991.344727
	Iteration 11Q: 3 clusters Score -1.767615e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -17679060.000000 Penalty: 5991.344727
	Iteration 12Q: 3 clusters Score -1.767906e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -17683098.000000 Penalty: 5991.344727
	Iteration 13Q: 3 clusters Score -1.76831e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97058 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -17688482.000000 Penalty: 5991.344727
	Iteration 14F: 3 clusters Score -1.768848e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98912 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -17695040.000000 Penalty: 5991.344727
	Iteration 15F: 3 clusters Score -1.769504e+07 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -17701800.000000 Penalty: 5991.344727
	Iteration 16F: 3 clusters Score -1.77018e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100389 members 
Mstep: Class 2 contains 75802 members 
Entering Unmasked Estep 
Score: -17706340.000000 Penalty: 5991.344727
	Iteration 17Q: 3 clusters Score -1.770634e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100485 members 
Mstep: Class 2 contains 75706 members 
Entering Unmasked Estep 
Score: -17708486.000000 Penalty: 5991.344727
	Iteration 18Q: 3 clusters Score -1.770849e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100560 members 
Mstep: Class 2 contains 75631 members 
Entering Unmasked Estep 
Score: -17709346.000000 Penalty: 5991.344727
	Iteration 19Q: 3 clusters Score -1.770935e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100615 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -17710020.000000 Penalty: 5991.344727
	Iteration 20F: 3 clusters Score -1.771002e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100540 members 
Mstep: Class 2 contains 75651 members 
Entering Unmasked Estep 
Score: -17710604.000000 Penalty: 5991.344727
	Iteration 21Q: 3 clusters Score -1.77106e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100373 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -17711226.000000 Penalty: 5991.344727
	Iteration 22Q: 3 clusters Score -1.771123e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100189 members 
Mstep: Class 2 contains 76002 members 
Entering Unmasked Estep 
Score: -17711792.000000 Penalty: 5991.344727
	Iteration 23Q: 3 clusters Score -1.771179e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
Score: -17712338.000000 Penalty: 5991.344727
	Iteration 24Q: 3 clusters Score -1.771234e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99859 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -17712704.000000 Penalty: 5991.344727
	Iteration 25Q: 3 clusters Score -1.77127e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99797 members 
Mstep: Class 2 contains 76394 members 
Entering Unmasked Estep 
Score: -17713240.000000 Penalty: 5991.344727
	Iteration 26Q: 3 clusters Score -1.771324e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99820 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -17713596.000000 Penalty: 5991.344727
	Iteration 27Q: 3 clusters Score -1.77136e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99916 members 
Mstep: Class 2 contains 76275 members 
Entering Unmasked Estep 
Score: -17713776.000000 Penalty: 5991.344727
	Iteration 28Q: 3 clusters Score -1.771378e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 76186 members 
Entering Unmasked Estep 
Score: -17714006.000000 Penalty: 5991.344727
	Iteration 29Q: 3 clusters Score -1.771401e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -17714186.000000 Penalty: 5991.344727
	Iteration 30Q: 3 clusters Score -1.771419e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100337 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -17714316.000000 Penalty: 5991.344727
	Iteration 31Q: 3 clusters Score -1.771432e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100505 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -17714368.000000 Penalty: 5991.344727
	Iteration 32Q: 3 clusters Score -1.771437e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100702 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -17714360.000000 Penalty: 5991.344727
	Iteration 33Q: 3 clusters Score -1.771436e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100917 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -17714374.000000 Penalty: 5991.344727
	Iteration 34Q: 3 clusters Score -1.771437e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101128 members 
Mstep: Class 2 contains 75063 members 
Entering Unmasked Estep 
Score: -17714370.000000 Penalty: 5991.344727
	Iteration 35Q: 3 clusters Score -1.771437e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101299 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -17714366.000000 Penalty: 5991.344727
	Iteration 36Q: 3 clusters Score -1.771437e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101504 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -17714384.000000 Penalty: 5991.344727
	Iteration 37Q: 3 clusters Score -1.771438e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 74465 members 
Entering Unmasked Estep 
Score: -17714420.000000 Penalty: 5991.344727
	Iteration 38Q: 3 clusters Score -1.771442e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101963 members 
Mstep: Class 2 contains 74228 members 
Entering Unmasked Estep 
Score: -17714426.000000 Penalty: 5991.344727
	Iteration 39Q: 3 clusters Score -1.771443e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102206 members 
Mstep: Class 2 contains 73985 members 
Entering Unmasked Estep 
Score: -17714438.000000 Penalty: 5991.344727
	Iteration 40F: 3 clusters Score -1.771444e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102466 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -17714432.000000 Penalty: 5991.344727
	Iteration 41Q: 3 clusters Score -1.771443e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102735 members 
Mstep: Class 2 contains 73456 members 
Entering Unmasked Estep 
Score: -17714480.000000 Penalty: 5991.344727
	Iteration 42Q: 3 clusters Score -1.771448e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -17714484.000000 Penalty: 5991.344727
	Iteration 43Q: 3 clusters Score -1.771448e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103339 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -17714500.000000 Penalty: 5991.344727
	Iteration 44Q: 3 clusters Score -1.77145e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103643 members 
Mstep: Class 2 contains 72548 members 
Entering Unmasked Estep 
Score: -17714540.000000 Penalty: 5991.344727
	Iteration 45Q: 3 clusters Score -1.771454e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103956 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -17714560.000000 Penalty: 5991.344727
	Iteration 46Q: 3 clusters Score -1.771456e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104275 members 
Mstep: Class 2 contains 71916 members 
Entering Unmasked Estep 
Score: -17714592.000000 Penalty: 5991.344727
	Iteration 47Q: 3 clusters Score -1.771459e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -17714612.000000 Penalty: 5991.344727
	Iteration 48Q: 3 clusters Score -1.771461e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104903 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -17714598.000000 Penalty: 5991.344727
	Iteration 49Q: 3 clusters Score -1.77146e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105234 members 
Mstep: Class 2 contains 70957 members 
Entering Unmasked Estep 
Score: -17714592.000000 Penalty: 5991.344727
	Iteration 50Q: 3 clusters Score -1.771459e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105545 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -17714546.000000 Penalty: 5991.344727
	Iteration 51Q: 3 clusters Score -1.771455e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105877 members 
Mstep: Class 2 contains 70314 members 
Entering Unmasked Estep 
Score: -17714602.000000 Penalty: 5991.344727
	Iteration 52Q: 3 clusters Score -1.77146e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106194 members 
Mstep: Class 2 contains 69997 members 
Entering Unmasked Estep 
Score: -17714596.000000 Penalty: 5991.344727
	Iteration 53Q: 3 clusters Score -1.77146e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106520 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -17714654.000000 Penalty: 5991.344727
	Iteration 54Q: 3 clusters Score -1.771465e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106838 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -17714674.000000 Penalty: 5991.344727
	Iteration 55Q: 3 clusters Score -1.771467e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -17714660.000000 Penalty: 5991.344727
	Iteration 56Q: 3 clusters Score -1.771466e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107566 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -17714682.000000 Penalty: 5991.344727
	Iteration 57Q: 3 clusters Score -1.771468e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -17714680.000000 Penalty: 5991.344727
	Iteration 58Q: 3 clusters Score -1.771468e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108349 members 
Mstep: Class 2 contains 67842 members 
Entering Unmasked Estep 
Score: -17714718.000000 Penalty: 5991.344727
	Iteration 59Q: 3 clusters Score -1.771472e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -17714762.000000 Penalty: 5991.344727
	Iteration 60F: 3 clusters Score -1.771476e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109172 members 
Mstep: Class 2 contains 67019 members 
Entering Unmasked Estep 
Score: -17714832.000000 Penalty: 5991.344727
	Iteration 61Q: 3 clusters Score -1.771483e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109577 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -17714882.000000 Penalty: 5991.344727
	Iteration 62Q: 3 clusters Score -1.771488e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110007 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -17714832.000000 Penalty: 5991.344727
	Iteration 63Q: 3 clusters Score -1.771483e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110440 members 
Mstep: Class 2 contains 65751 members 
Entering Unmasked Estep 
Score: -17714904.000000 Penalty: 5991.344727
	Iteration 64Q: 3 clusters Score -1.77149e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110882 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -17714936.000000 Penalty: 5991.344727
	Iteration 65Q: 3 clusters Score -1.771494e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111343 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -17714926.000000 Penalty: 5991.344727
	Iteration 66Q: 3 clusters Score -1.771493e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111866 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -17715026.000000 Penalty: 5991.344727
	Iteration 67Q: 3 clusters Score -1.771503e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112435 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -17715052.000000 Penalty: 5991.344727
	Iteration 68Q: 3 clusters Score -1.771505e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113006 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -17715138.000000 Penalty: 5991.344727
	Iteration 69Q: 3 clusters Score -1.771514e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113585 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -17715218.000000 Penalty: 5991.344727
	Iteration 70Q: 3 clusters Score -1.771522e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114168 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -17715274.000000 Penalty: 5991.344727
	Iteration 71Q: 3 clusters Score -1.771527e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114748 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -17715250.000000 Penalty: 5991.344727
	Iteration 72Q: 3 clusters Score -1.771525e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115363 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -17715344.000000 Penalty: 5991.344727
	Iteration 73Q: 3 clusters Score -1.771534e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116050 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -17715376.000000 Penalty: 5991.344727
	Iteration 74Q: 3 clusters Score -1.771538e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116830 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -17715394.000000 Penalty: 5991.344727
	Iteration 75Q: 3 clusters Score -1.771539e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117620 members 
Mstep: Class 2 contains 58571 members 
Entering Unmasked Estep 
Score: -17715434.000000 Penalty: 5991.344727
	Iteration 76Q: 3 clusters Score -1.771543e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118482 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -17715486.000000 Penalty: 5991.344727
	Iteration 77Q: 3 clusters Score -1.771549e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119428 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -17715556.000000 Penalty: 5991.344727
	Iteration 78Q: 3 clusters Score -1.771556e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120392 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -17715724.000000 Penalty: 5991.344727
	Iteration 79Q: 3 clusters Score -1.771572e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121385 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -17715824.000000 Penalty: 5991.344727
	Iteration 80F: 3 clusters Score -1.771582e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122361 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -17715984.000000 Penalty: 5991.344727
	Iteration 81Q: 3 clusters Score -1.771598e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123380 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -17716060.000000 Penalty: 5991.344727
	Iteration 82Q: 3 clusters Score -1.771606e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124421 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -17716110.000000 Penalty: 5991.344727
	Iteration 83Q: 3 clusters Score -1.771611e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125429 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -17716200.000000 Penalty: 5991.344727
	Iteration 84Q: 3 clusters Score -1.77162e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126453 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -17716326.000000 Penalty: 5991.344727
	Iteration 85Q: 3 clusters Score -1.771633e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127563 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -17716536.000000 Penalty: 5991.344727
	Iteration 86Q: 3 clusters Score -1.771654e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128718 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -17716644.000000 Penalty: 5991.344727
	Iteration 87Q: 3 clusters Score -1.771664e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129907 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -17716918.000000 Penalty: 5991.344727
	Iteration 88Q: 3 clusters Score -1.771692e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131117 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -17717112.000000 Penalty: 5991.344727
	Iteration 89Q: 3 clusters Score -1.771711e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132316 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -17717382.000000 Penalty: 5991.344727
	Iteration 90Q: 3 clusters Score -1.771738e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133556 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -17717530.000000 Penalty: 5991.344727
	Iteration 91Q: 3 clusters Score -1.771753e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134845 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -17717828.000000 Penalty: 5991.344727
	Iteration 92Q: 3 clusters Score -1.771783e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136150 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -17718034.000000 Penalty: 5991.344727
	Iteration 93Q: 3 clusters Score -1.771803e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137520 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -17718284.000000 Penalty: 5991.344727
	Iteration 94Q: 3 clusters Score -1.771828e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138886 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -17718560.000000 Penalty: 5991.344727
	Iteration 95Q: 3 clusters Score -1.771856e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140270 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -17718896.000000 Penalty: 5991.344727
	Iteration 96Q: 3 clusters Score -1.77189e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141731 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -17719236.000000 Penalty: 5991.344727
	Iteration 97Q: 3 clusters Score -1.771924e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143218 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -17719460.000000 Penalty: 5991.344727
	Iteration 98Q: 3 clusters Score -1.771946e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144752 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -17719758.000000 Penalty: 5991.344727
	Iteration 99Q: 3 clusters Score -1.771976e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146280 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -17720114.000000 Penalty: 5991.344727
	Iteration 100F: 3 clusters Score -1.772011e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147866 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -17720490.000000 Penalty: 5991.344727
	Iteration 101Q: 3 clusters Score -1.772049e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149494 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -17720886.000000 Penalty: 5991.344727
	Iteration 102Q: 3 clusters Score -1.772089e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151244 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -17721306.000000 Penalty: 5991.344727
	Iteration 103Q: 3 clusters Score -1.772131e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153066 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -17721876.000000 Penalty: 5991.344727
	Iteration 104Q: 3 clusters Score -1.772188e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154947 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -17722510.000000 Penalty: 5991.344727
	Iteration 105Q: 3 clusters Score -1.772251e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156894 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -17723230.000000 Penalty: 5991.344727
	Iteration 106Q: 3 clusters Score -1.772323e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158875 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -17723914.000000 Penalty: 5991.344727
	Iteration 107Q: 3 clusters Score -1.772391e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160922 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -17724670.000000 Penalty: 5991.344727
	Iteration 108Q: 3 clusters Score -1.772467e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162943 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -17725492.000000 Penalty: 5991.344727
	Iteration 109Q: 3 clusters Score -1.772549e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164867 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -17726308.000000 Penalty: 5991.344727
	Iteration 110Q: 3 clusters Score -1.772631e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166626 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -17727112.000000 Penalty: 5991.344727
	Iteration 111Q: 3 clusters Score -1.772711e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168271 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -17727888.000000 Penalty: 5991.344727
	Iteration 112Q: 3 clusters Score -1.772789e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169721 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -17728566.000000 Penalty: 5991.344727
	Iteration 113Q: 3 clusters Score -1.772857e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170987 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -17729124.000000 Penalty: 5991.344727
	Iteration 114Q: 3 clusters Score -1.772912e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172044 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -17729710.000000 Penalty: 5991.344727
	Iteration 115Q: 3 clusters Score -1.772971e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172866 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -17730116.000000 Penalty: 5991.344727
	Iteration 116Q: 3 clusters Score -1.773012e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173474 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -17730406.000000 Penalty: 5991.344727
	Iteration 117Q: 3 clusters Score -1.773041e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173937 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -17730646.000000 Penalty: 5991.344727
	Iteration 118Q: 3 clusters Score -1.773065e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174268 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -17730786.000000 Penalty: 5991.344727
	Iteration 119Q: 3 clusters Score -1.773079e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174495 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -17730948.000000 Penalty: 5991.344727
	Iteration 120F: 3 clusters Score -1.773095e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174684 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -17731058.000000 Penalty: 5991.344727
	Iteration 121Q: 3 clusters Score -1.773106e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174824 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -17731176.000000 Penalty: 5991.344727
	Iteration 122Q: 3 clusters Score -1.773118e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174940 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -17731238.000000 Penalty: 5991.344727
	Iteration 123Q: 3 clusters Score -1.773124e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175009 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -17731272.000000 Penalty: 5991.344727
	Iteration 124Q: 3 clusters Score -1.773127e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175068 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -17731308.000000 Penalty: 5991.344727
	Iteration 125Q: 3 clusters Score -1.773131e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175120 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -17731318.000000 Penalty: 5991.344727
	Iteration 126Q: 3 clusters Score -1.773132e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175152 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -17731326.000000 Penalty: 5991.344727
	Iteration 127Q: 3 clusters Score -1.773133e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175180 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -17731338.000000 Penalty: 5991.344727
	Iteration 128Q: 3 clusters Score -1.773134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175201 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -17731374.000000 Penalty: 5991.344727
	Iteration 129Q: 3 clusters Score -1.773137e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175223 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -17731364.000000 Penalty: 5991.344727
	Iteration 130Q: 3 clusters Score -1.773136e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175244 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -17731390.000000 Penalty: 5991.344727
	Iteration 131Q: 3 clusters Score -1.773139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175254 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -17731384.000000 Penalty: 5991.344727
	Iteration 132Q: 3 clusters Score -1.773138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175269 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -17731378.000000 Penalty: 5991.344727
	Iteration 133Q: 3 clusters Score -1.773138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175296 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -17731406.000000 Penalty: 5991.344727
	Iteration 134Q: 3 clusters Score -1.773141e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175315 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -17731420.000000 Penalty: 5991.344727
	Iteration 135Q: 3 clusters Score -1.773142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175336 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -17731412.000000 Penalty: 5991.344727
	Iteration 136Q: 3 clusters Score -1.773141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175352 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -17731428.000000 Penalty: 5991.344727
	Iteration 137Q: 3 clusters Score -1.773143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175365 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -17731448.000000 Penalty: 5991.344727
	Iteration 138Q: 3 clusters Score -1.773145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175371 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -17731444.000000 Penalty: 5991.344727
	Iteration 139Q: 3 clusters Score -1.773144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175374 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -17731444.000000 Penalty: 5991.344727
	Iteration 140F: 3 clusters Score -1.773144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175382 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -17731434.000000 Penalty: 5991.344727
	Iteration 141Q: 3 clusters Score -1.773143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175388 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -17731438.000000 Penalty: 5991.344727
	Iteration 142Q: 3 clusters Score -1.773144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175393 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -17731442.000000 Penalty: 5991.344727
	Iteration 143Q: 3 clusters Score -1.773144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175398 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -17731460.000000 Penalty: 5991.344727
	Iteration 144Q: 3 clusters Score -1.773146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175410 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -17731470.000000 Penalty: 5991.344727
	Iteration 145Q: 3 clusters Score -1.773147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175418 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -17731480.000000 Penalty: 5991.344727
	Iteration 146Q: 3 clusters Score -1.773148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175423 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -17731478.000000 Penalty: 5991.344727
	Iteration 147Q: 3 clusters Score -1.773148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175426 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -17731478.000000 Penalty: 5991.344727
	Iteration 148Q: 3 clusters Score -1.773148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175429 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -17731466.000000 Penalty: 5991.344727
	Iteration 149Q: 3 clusters Score -1.773147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175433 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -17731494.000000 Penalty: 5991.344727
	Iteration 150Q: 3 clusters Score -1.773149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175439 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -17731488.000000 Penalty: 5991.344727
	Iteration 151Q: 3 clusters Score -1.773149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175440 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -17731502.000000 Penalty: 5991.344727
	Iteration 152Q: 3 clusters Score -1.77315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175442 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -17731492.000000 Penalty: 5991.344727
	Iteration 153Q: 3 clusters Score -1.773149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175445 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -17731502.000000 Penalty: 5991.344727
	Iteration 154Q: 3 clusters Score -1.77315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175447 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -17731502.000000 Penalty: 5991.344727
	Iteration 155Q: 3 clusters Score -1.77315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175448 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -17731510.000000 Penalty: 5991.344727
	Iteration 156Q: 3 clusters Score -1.773151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175455 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -17731516.000000 Penalty: 5991.344727
	Iteration 157Q: 3 clusters Score -1.773152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175458 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -17731504.000000 Penalty: 5991.344727
	Iteration 158Q: 3 clusters Score -1.77315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175461 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -17731502.000000 Penalty: 5991.344727
	Iteration 159Q: 3 clusters Score -1.77315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175461 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -17731516.000000 Penalty: 5991.344727
	Iteration 160F: 3 clusters Score -1.773152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175461 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -17731516.000000 Penalty: 5991.344727
	Iteration 161Q: 3 clusters Score -1.773152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175462 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -17731514.000000 Penalty: 5991.344727
	Iteration 162Q: 3 clusters Score -1.773151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175465 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17731516.000000 Penalty: 5991.344727
	Iteration 163Q: 3 clusters Score -1.773152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175467 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -17731524.000000 Penalty: 5991.344727
	Iteration 164Q: 3 clusters Score -1.773152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175469 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -17731528.000000 Penalty: 5991.344727
	Iteration 165Q: 3 clusters Score -1.773153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -17731530.000000 Penalty: 5991.344727
	Iteration 166Q: 3 clusters Score -1.773153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -17731530.000000 Penalty: 5991.344727
	Iteration 167F: 3 clusters Score -1.773153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Entering Unmasked Estep 
Score: -932319.750000 Penalty: 2266.460205
	Iteration 0F: 2 clusters Score -932319.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -925115.250000 Penalty: 4532.920410
	Iteration 0F: 3 clusters Score -925115.2 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -927217.812500 Penalty: 4532.920410
	Iteration 1F: 3 clusters Score -927217.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -927552.250000 Penalty: 4532.920410
	Iteration 2F: 3 clusters Score -927552.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -927873.000000 Penalty: 4532.920410
	Iteration 3F: 3 clusters Score -927873 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -928167.062500 Penalty: 4532.920410
	Iteration 4F: 3 clusters Score -928167.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -928429.000000 Penalty: 4532.920410
	Iteration 5Q: 3 clusters Score -928429 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -928677.562500 Penalty: 4532.920410
	Iteration 6Q: 3 clusters Score -928677.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -928916.750000 Penalty: 4532.920410
	Iteration 7Q: 3 clusters Score -928916.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -929113.062500 Penalty: 4532.920410
	Iteration 8Q: 3 clusters Score -929113.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -929267.125000 Penalty: 4532.920410
	Iteration 9Q: 3 clusters Score -929267.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -929400.812500 Penalty: 4532.920410
	Iteration 10Q: 3 clusters Score -929400.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -929538.562500 Penalty: 4532.920410
	Iteration 11Q: 3 clusters Score -929538.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -929682.500000 Penalty: 4532.920410
	Iteration 12Q: 3 clusters Score -929682.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -929827.687500 Penalty: 4532.920410
	Iteration 13Q: 3 clusters Score -929827.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -929969.125000 Penalty: 4532.920410
	Iteration 14Q: 3 clusters Score -929969.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -930091.187500 Penalty: 4532.920410
	Iteration 15Q: 3 clusters Score -930091.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -930182.625000 Penalty: 4532.920410
	Iteration 16Q: 3 clusters Score -930182.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -930241.687500 Penalty: 4532.920410
	Iteration 17Q: 3 clusters Score -930241.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -930307.000000 Penalty: 4532.920410
	Iteration 18Q: 3 clusters Score -930307 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -930370.562500 Penalty: 4532.920410
	Iteration 19Q: 3 clusters Score -930370.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -930416.937500 Penalty: 4532.920410
	Iteration 20F: 3 clusters Score -930416.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -930457.187500 Penalty: 4532.920410
	Iteration 21Q: 3 clusters Score -930457.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -930482.000000 Penalty: 4532.920410
	Iteration 22Q: 3 clusters Score -930482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -930505.062500 Penalty: 4532.920410
	Iteration 23Q: 3 clusters Score -930505.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -930524.312500 Penalty: 4532.920410
	Iteration 24Q: 3 clusters Score -930524.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -930537.437500 Penalty: 4532.920410
	Iteration 25Q: 3 clusters Score -930537.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -930541.750000 Penalty: 4532.920410
	Iteration 26Q: 3 clusters Score -930541.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -930552.062500 Penalty: 4532.920410
	Iteration 27Q: 3 clusters Score -930552.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -930563.125000 Penalty: 4532.920410
	Iteration 28Q: 3 clusters Score -930563.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -930570.375000 Penalty: 4532.920410
	Iteration 29Q: 3 clusters Score -930570.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -930578.000000 Penalty: 4532.920410
	Iteration 30Q: 3 clusters Score -930578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -930583.062500 Penalty: 4532.920410
	Iteration 31Q: 3 clusters Score -930583.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -930583.875000 Penalty: 4532.920410
	Iteration 32Q: 3 clusters Score -930583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -930583.062500 Penalty: 4532.920410
	Iteration 33Q: 3 clusters Score -930583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -930585.187500 Penalty: 4532.920410
	Iteration 34Q: 3 clusters Score -930585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -930586.437500 Penalty: 4532.920410
	Iteration 35Q: 3 clusters Score -930586.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -930586.437500 Penalty: 4532.920410
	Iteration 36F: 3 clusters Score -930586.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Entering Unmasked Estep 
Score: -979185.875000 Penalty: 2287.734619
	Iteration 0F: 2 clusters Score -979185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -971487.812500 Penalty: 4575.469238
	Iteration 0F: 3 clusters Score -971487.8 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -973739.125000 Penalty: 4575.469238
	Iteration 1F: 3 clusters Score -973739.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -974021.187500 Penalty: 4575.469238
	Iteration 2F: 3 clusters Score -974021.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -974204.937500 Penalty: 4575.469238
	Iteration 3Q: 3 clusters Score -974204.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -974348.187500 Penalty: 4575.469238
	Iteration 4Q: 3 clusters Score -974348.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -974466.875000 Penalty: 4575.469238
	Iteration 5Q: 3 clusters Score -974466.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -974569.437500 Penalty: 4575.469238
	Iteration 6Q: 3 clusters Score -974569.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -974662.375000 Penalty: 4575.469238
	Iteration 7Q: 3 clusters Score -974662.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -974737.187500 Penalty: 4575.469238
	Iteration 8Q: 3 clusters Score -974737.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -974810.437500 Penalty: 4575.469238
	Iteration 9Q: 3 clusters Score -974810.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -974894.562500 Penalty: 4575.469238
	Iteration 10Q: 3 clusters Score -974894.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -974969.250000 Penalty: 4575.469238
	Iteration 11Q: 3 clusters Score -974969.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -975029.937500 Penalty: 4575.469238
	Iteration 12Q: 3 clusters Score -975029.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -975082.062500 Penalty: 4575.469238
	Iteration 13Q: 3 clusters Score -975082.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -975134.187500 Penalty: 4575.469238
	Iteration 14Q: 3 clusters Score -975134.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -975183.187500 Penalty: 4575.469238
	Iteration 15Q: 3 clusters Score -975183.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -975242.250000 Penalty: 4575.469238
	Iteration 16Q: 3 clusters Score -975242.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -975309.687500 Penalty: 4575.469238
	Iteration 17Q: 3 clusters Score -975309.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -975374.062500 Penalty: 4575.469238
	Iteration 18Q: 3 clusters Score -975374.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -975436.687500 Penalty: 4575.469238
	Iteration 19Q: 3 clusters Score -975436.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -975501.937500 Penalty: 4575.469238
	Iteration 20F: 3 clusters Score -975501.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -975591.500000 Penalty: 4575.469238
	Iteration 21Q: 3 clusters Score -975591.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -975693.500000 Penalty: 4575.469238
	Iteration 22Q: 3 clusters Score -975693.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -975822.062500 Penalty: 4575.469238
	Iteration 23Q: 3 clusters Score -975822.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -975965.562500 Penalty: 4575.469238
	Iteration 24Q: 3 clusters Score -975965.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -976124.062500 Penalty: 4575.469238
	Iteration 25Q: 3 clusters Score -976124.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -976304.187500 Penalty: 4575.469238
	Iteration 26Q: 3 clusters Score -976304.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -976473.312500 Penalty: 4575.469238
	Iteration 27Q: 3 clusters Score -976473.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -976642.812500 Penalty: 4575.469238
	Iteration 28Q: 3 clusters Score -976642.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -976770.125000 Penalty: 4575.469238
	Iteration 29Q: 3 clusters Score -976770.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -976873.687500 Penalty: 4575.469238
	Iteration 30Q: 3 clusters Score -976873.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -976976.062500 Penalty: 4575.469238
	Iteration 31Q: 3 clusters Score -976976.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -977047.812500 Penalty: 4575.469238
	Iteration 32Q: 3 clusters Score -977047.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -977113.000000 Penalty: 4575.469238
	Iteration 33Q: 3 clusters Score -977113 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -977159.312500 Penalty: 4575.469238
	Iteration 34Q: 3 clusters Score -977159.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -977201.062500 Penalty: 4575.469238
	Iteration 35Q: 3 clusters Score -977201.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -977237.187500 Penalty: 4575.469238
	Iteration 36Q: 3 clusters Score -977237.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -977270.625000 Penalty: 4575.469238
	Iteration 37Q: 3 clusters Score -977270.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -977294.875000 Penalty: 4575.469238
	Iteration 38Q: 3 clusters Score -977294.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -977309.187500 Penalty: 4575.469238
	Iteration 39Q: 3 clusters Score -977309.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -977321.812500 Penalty: 4575.469238
	Iteration 40F: 3 clusters Score -977321.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -977330.250000 Penalty: 4575.469238
	Iteration 41Q: 3 clusters Score -977330.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -977336.250000 Penalty: 4575.469238
	Iteration 42Q: 3 clusters Score -977336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -977342.125000 Penalty: 4575.469238
	Iteration 43Q: 3 clusters Score -977342.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -977350.000000 Penalty: 4575.469238
	Iteration 44Q: 3 clusters Score -977350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -977358.875000 Penalty: 4575.469238
	Iteration 45Q: 3 clusters Score -977358.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -977366.375000 Penalty: 4575.469238
	Iteration 46Q: 3 clusters Score -977366.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -977375.437500 Penalty: 4575.469238
	Iteration 47Q: 3 clusters Score -977375.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -977378.750000 Penalty: 4575.469238
	Iteration 48Q: 3 clusters Score -977378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -977381.062500 Penalty: 4575.469238
	Iteration 49Q: 3 clusters Score -977381.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -977383.125000 Penalty: 4575.469238
	Iteration 50Q: 3 clusters Score -977383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -977383.687500 Penalty: 4575.469238
	Iteration 51Q: 3 clusters Score -977383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -977384.312500 Penalty: 4575.469238
	Iteration 52Q: 3 clusters Score -977384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -977384.875000 Penalty: 4575.469238
	Iteration 53Q: 3 clusters Score -977384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -977384.875000 Penalty: 4575.469238
	Iteration 54F: 3 clusters Score -977384.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Entering Unmasked Estep 
Score: -2338670.500000 Penalty: 2500.597656
	Iteration 0F: 2 clusters Score -2338670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2322017.000000 Penalty: 5001.195312
	Iteration 0F: 3 clusters Score -2322017 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2328355.000000 Penalty: 5001.195312
	Iteration 1F: 3 clusters Score -2328355 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2329942.500000 Penalty: 5001.195312
	Iteration 2F: 3 clusters Score -2329942 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2331987.000000 Penalty: 5001.195312
	Iteration 3F: 3 clusters Score -2331987 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2334666.750000 Penalty: 5001.195312
	Iteration 4F: 3 clusters Score -2334667 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2337334.750000 Penalty: 5001.195312
	Iteration 5F: 3 clusters Score -2337335 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2339158.250000 Penalty: 5001.195312
	Iteration 6F: 3 clusters Score -2339158 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2340112.500000 Penalty: 5001.195312
	Iteration 7F: 3 clusters Score -2340112 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2340521.750000 Penalty: 5001.195312
	Iteration 8Q: 3 clusters Score -2340522 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2340783.500000 Penalty: 5001.195312
	Iteration 9Q: 3 clusters Score -2340784 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2340942.250000 Penalty: 5001.195312
	Iteration 10Q: 3 clusters Score -2340942 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2341090.750000 Penalty: 5001.195312
	Iteration 11Q: 3 clusters Score -2341091 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2341210.000000 Penalty: 5001.195312
	Iteration 12Q: 3 clusters Score -2341210 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2341280.500000 Penalty: 5001.195312
	Iteration 13Q: 3 clusters Score -2341280 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2341320.000000 Penalty: 5001.195312
	Iteration 14Q: 3 clusters Score -2341320 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2341353.750000 Penalty: 5001.195312
	Iteration 15Q: 3 clusters Score -2341354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2341368.500000 Penalty: 5001.195312
	Iteration 16Q: 3 clusters Score -2341368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2341382.750000 Penalty: 5001.195312
	Iteration 17Q: 3 clusters Score -2341383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2341386.000000 Penalty: 5001.195312
	Iteration 18Q: 3 clusters Score -2341386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2341396.250000 Penalty: 5001.195312
	Iteration 19Q: 3 clusters Score -2341396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2341394.500000 Penalty: 5001.195312
	Iteration 20F: 3 clusters Score -2341394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2341398.000000 Penalty: 5001.195312
	Iteration 21Q: 3 clusters Score -2341398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2341404.500000 Penalty: 5001.195312
	Iteration 22Q: 3 clusters Score -2341404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2341403.750000 Penalty: 5001.195312
	Iteration 23Q: 3 clusters Score -2341404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2341407.500000 Penalty: 5001.195312
	Iteration 24Q: 3 clusters Score -2341408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2341407.500000 Penalty: 5001.195312
	Iteration 25F: 3 clusters Score -2341408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 176191 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 6157 members 
Mstep: Class 6 contains 61665 members 
Mstep: Class 7 contains 12137 members 
Mstep: Class 8 contains 35519 members 
Mstep: Class 9 contains 17433 members 
Mstep: Class 10 contains 33447 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 19245 members 
Mstep: Class 13 contains 117517 members 
Mstep: Class 14 contains 18493 members 
Mstep: Class 15 contains 373414 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 22876 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 4242 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 293026 members 
Mstep: Class 23 contains 48922 members 
Mstep: Class 24 contains 16971 members 
Mstep: Class 25 contains 16695 members 
Mstep: Class 26 contains 14478 members 
Mstep: Class 27 contains 207311 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7460 members 
Mstep: Class 30 contains 43362 members 
Mstep: Class 31 contains 21344 members 
Entering Unmasked Estep 
Score: -157065536.000000 Penalty: 109915.046875
Splitting cluster 4 changes total score from -157064288.000000 to -157065536.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 5 (6157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Entering Unmasked Estep 
Score: -521115.906250 Penalty: 2163.885498
	Iteration 0F: 2 clusters Score -521115.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -515837.187500 Penalty: 4327.770996
	Iteration 0F: 3 clusters Score -515837.2 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -517588.218750 Penalty: 4327.770996
	Iteration 1F: 3 clusters Score -517588.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -518246.625000 Penalty: 4327.770996
	Iteration 2F: 3 clusters Score -518246.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -518796.718750 Penalty: 4327.770996
	Iteration 3F: 3 clusters Score -518796.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -519297.500000 Penalty: 4327.770996
	Iteration 4F: 3 clusters Score -519297.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -519646.218750 Penalty: 4327.770996
	Iteration 5F: 3 clusters Score -519646.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -519910.562500 Penalty: 4327.770996
	Iteration 6Q: 3 clusters Score -519910.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -520082.406250 Penalty: 4327.770996
	Iteration 7Q: 3 clusters Score -520082.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -520200.000000 Penalty: 4327.770996
	Iteration 8Q: 3 clusters Score -520200 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -520285.875000 Penalty: 4327.770996
	Iteration 9Q: 3 clusters Score -520285.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -520346.500000 Penalty: 4327.770996
	Iteration 10Q: 3 clusters Score -520346.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -520386.062500 Penalty: 4327.770996
	Iteration 11Q: 3 clusters Score -520386.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -520408.906250 Penalty: 4327.770996
	Iteration 12Q: 3 clusters Score -520408.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -520428.031250 Penalty: 4327.770996
	Iteration 13Q: 3 clusters Score -520428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -520438.156250 Penalty: 4327.770996
	Iteration 14Q: 3 clusters Score -520438.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -520449.687500 Penalty: 4327.770996
	Iteration 15Q: 3 clusters Score -520449.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -520457.843750 Penalty: 4327.770996
	Iteration 16Q: 3 clusters Score -520457.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -520465.218750 Penalty: 4327.770996
	Iteration 17Q: 3 clusters Score -520465.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -520470.125000 Penalty: 4327.770996
	Iteration 18Q: 3 clusters Score -520470.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -520473.562500 Penalty: 4327.770996
	Iteration 19Q: 3 clusters Score -520473.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -520478.562500 Penalty: 4327.770996
	Iteration 20F: 3 clusters Score -520478.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -520482.937500 Penalty: 4327.770996
	Iteration 21Q: 3 clusters Score -520482.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -520486.750000 Penalty: 4327.770996
	Iteration 22Q: 3 clusters Score -520486.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -520487.687500 Penalty: 4327.770996
	Iteration 23Q: 3 clusters Score -520487.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -520489.437500 Penalty: 4327.770996
	Iteration 24Q: 3 clusters Score -520489.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -520491.093750 Penalty: 4327.770996
	Iteration 25Q: 3 clusters Score -520491.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -520490.968750 Penalty: 4327.770996
	Iteration 26Q: 3 clusters Score -520491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -520492.343750 Penalty: 4327.770996
	Iteration 27Q: 3 clusters Score -520492.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -520492.718750 Penalty: 4327.770996
	Iteration 28Q: 3 clusters Score -520492.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -520494.187500 Penalty: 4327.770996
	Iteration 29Q: 3 clusters Score -520494.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -520494.281250 Penalty: 4327.770996
	Iteration 30Q: 3 clusters Score -520494.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -520495.750000 Penalty: 4327.770996
	Iteration 31Q: 3 clusters Score -520495.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -520497.906250 Penalty: 4327.770996
	Iteration 32Q: 3 clusters Score -520497.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -520500.375000 Penalty: 4327.770996
	Iteration 33Q: 3 clusters Score -520500.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -520501.187500 Penalty: 4327.770996
	Iteration 34Q: 3 clusters Score -520501.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -520501.625000 Penalty: 4327.770996
	Iteration 35Q: 3 clusters Score -520501.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -520502.718750 Penalty: 4327.770996
	Iteration 36Q: 3 clusters Score -520502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -520504.593750 Penalty: 4327.770996
	Iteration 37Q: 3 clusters Score -520504.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -520505.406250 Penalty: 4327.770996
	Iteration 38Q: 3 clusters Score -520505.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -520507.687500 Penalty: 4327.770996
	Iteration 39Q: 3 clusters Score -520507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -520508.062500 Penalty: 4327.770996
	Iteration 40F: 3 clusters Score -520508.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -520508.593750 Penalty: 4327.770996
	Iteration 41Q: 3 clusters Score -520508.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -520509.781250 Penalty: 4327.770996
	Iteration 42Q: 3 clusters Score -520509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -520509.687500 Penalty: 4327.770996
	Iteration 43Q: 3 clusters Score -520509.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -520510.250000 Penalty: 4327.770996
	Iteration 44Q: 3 clusters Score -520510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -520510.625000 Penalty: 4327.770996
	Iteration 45Q: 3 clusters Score -520510.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -520511.281250 Penalty: 4327.770996
	Iteration 46Q: 3 clusters Score -520511.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -520511.593750 Penalty: 4327.770996
	Iteration 47Q: 3 clusters Score -520511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -520511.000000 Penalty: 4327.770996
	Iteration 48Q: 3 clusters Score -520511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -520512.437500 Penalty: 4327.770996
	Iteration 49Q: 3 clusters Score -520512.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -520512.093750 Penalty: 4327.770996
	Iteration 50Q: 3 clusters Score -520512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -520513.437500 Penalty: 4327.770996
	Iteration 51Q: 3 clusters Score -520513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -520513.437500 Penalty: 4327.770996
	Iteration 52F: 3 clusters Score -520513.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Entering Unmasked Estep 
Score: -6216634.500000 Penalty: 2735.308838
	Iteration 0F: 2 clusters Score -6216634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -6175131.000000 Penalty: 5470.617676
	Iteration 0F: 3 clusters Score -6175131 nChanged 28669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -6191239.500000 Penalty: 5470.617676
	Iteration 1F: 3 clusters Score -6191240 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -6191859.500000 Penalty: 5470.617676
	Iteration 2Q: 3 clusters Score -6191860 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -6192606.500000 Penalty: 5470.617676
	Iteration 3Q: 3 clusters Score -6192606 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -6193604.500000 Penalty: 5470.617676
	Iteration 4Q: 3 clusters Score -6193604 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -6195184.500000 Penalty: 5470.617676
	Iteration 5F: 3 clusters Score -6195184 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -6197822.000000 Penalty: 5470.617676
	Iteration 6F: 3 clusters Score -6197822 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -6201775.500000 Penalty: 5470.617676
	Iteration 7F: 3 clusters Score -6201776 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -6206361.500000 Penalty: 5470.617676
	Iteration 8F: 3 clusters Score -6206362 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 56831 members 
Entering Unmasked Estep 
Score: -6210197.500000 Penalty: 5470.617676
	Iteration 9F: 3 clusters Score -6210198 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 59138 members 
Entering Unmasked Estep 
Score: -6212465.000000 Penalty: 5470.617676
	Iteration 10Q: 3 clusters Score -6212465 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -6213355.000000 Penalty: 5470.617676
	Iteration 11Q: 3 clusters Score -6213355 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -6213807.000000 Penalty: 5470.617676
	Iteration 12Q: 3 clusters Score -6213807 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -6213985.000000 Penalty: 5470.617676
	Iteration 13Q: 3 clusters Score -6213985 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -6214096.500000 Penalty: 5470.617676
	Iteration 14Q: 3 clusters Score -6214096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -6214172.000000 Penalty: 5470.617676
	Iteration 15Q: 3 clusters Score -6214172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -6214209.000000 Penalty: 5470.617676
	Iteration 16Q: 3 clusters Score -6214209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -6214230.000000 Penalty: 5470.617676
	Iteration 17Q: 3 clusters Score -6214230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -6214238.500000 Penalty: 5470.617676
	Iteration 18Q: 3 clusters Score -6214238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -6214253.000000 Penalty: 5470.617676
	Iteration 19Q: 3 clusters Score -6214253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -6214266.500000 Penalty: 5470.617676
	Iteration 20F: 3 clusters Score -6214266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -6214274.500000 Penalty: 5470.617676
	Iteration 21Q: 3 clusters Score -6214274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
Score: -6214286.500000 Penalty: 5470.617676
	Iteration 22Q: 3 clusters Score -6214286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -6214298.500000 Penalty: 5470.617676
	Iteration 23Q: 3 clusters Score -6214298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -6214295.500000 Penalty: 5470.617676
	Iteration 24Q: 3 clusters Score -6214296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -6214312.000000 Penalty: 5470.617676
	Iteration 25Q: 3 clusters Score -6214312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -6214308.500000 Penalty: 5470.617676
	Iteration 26Q: 3 clusters Score -6214308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 61102 members 
Entering Unmasked Estep 
Score: -6214315.500000 Penalty: 5470.617676
	Iteration 27Q: 3 clusters Score -6214316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 61103 members 
Entering Unmasked Estep 
Score: -6214317.000000 Penalty: 5470.617676
	Iteration 28Q: 3 clusters Score -6214317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -6214311.500000 Penalty: 5470.617676
	Iteration 29Q: 3 clusters Score -6214312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -6214314.500000 Penalty: 5470.617676
	Iteration 30Q: 3 clusters Score -6214314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -6214313.000000 Penalty: 5470.617676
	Iteration 31Q: 3 clusters Score -6214313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -6214310.000000 Penalty: 5470.617676
	Iteration 32Q: 3 clusters Score -6214310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -6214322.500000 Penalty: 5470.617676
	Iteration 33Q: 3 clusters Score -6214322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -6214324.500000 Penalty: 5470.617676
	Iteration 34Q: 3 clusters Score -6214324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -6214326.500000 Penalty: 5470.617676
	Iteration 35Q: 3 clusters Score -6214326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -6214336.000000 Penalty: 5470.617676
	Iteration 36Q: 3 clusters Score -6214336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -6214335.500000 Penalty: 5470.617676
	Iteration 37Q: 3 clusters Score -6214336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -6214346.000000 Penalty: 5470.617676
	Iteration 38Q: 3 clusters Score -6214346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -6214344.500000 Penalty: 5470.617676
	Iteration 39Q: 3 clusters Score -6214344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -6214338.000000 Penalty: 5470.617676
	Iteration 40F: 3 clusters Score -6214338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -6214348.000000 Penalty: 5470.617676
	Iteration 41Q: 3 clusters Score -6214348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -6214350.000000 Penalty: 5470.617676
	Iteration 42Q: 3 clusters Score -6214350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -6214351.500000 Penalty: 5470.617676
	Iteration 43Q: 3 clusters Score -6214352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -6214345.000000 Penalty: 5470.617676
	Iteration 44Q: 3 clusters Score -6214345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 61137 members 
Entering Unmasked Estep 
Score: -6214348.500000 Penalty: 5470.617676
	Iteration 45Q: 3 clusters Score -6214348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -6214349.000000 Penalty: 5470.617676
	Iteration 46Q: 3 clusters Score -6214349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -6214349.000000 Penalty: 5470.617676
	Iteration 47F: 3 clusters Score -6214349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Entering Unmasked Estep 
Score: -1172424.625000 Penalty: 2332.195312
	Iteration 0F: 2 clusters Score -1172425 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 6013 members 
Entering Unmasked Estep 
Score: -1163286.125000 Penalty: 4664.390625
	Iteration 0F: 3 clusters Score -1163286 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1166386.125000 Penalty: 4664.390625
	Iteration 1F: 3 clusters Score -1166386 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1167094.625000 Penalty: 4664.390625
	Iteration 2F: 3 clusters Score -1167095 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1167911.875000 Penalty: 4664.390625
	Iteration 3F: 3 clusters Score -1167912 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1168639.500000 Penalty: 4664.390625
	Iteration 4F: 3 clusters Score -1168640 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1169268.875000 Penalty: 4664.390625
	Iteration 5F: 3 clusters Score -1169269 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1169967.875000 Penalty: 4664.390625
	Iteration 6F: 3 clusters Score -1169968 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1170590.250000 Penalty: 4664.390625
	Iteration 7F: 3 clusters Score -1170590 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1171171.875000 Penalty: 4664.390625
	Iteration 8F: 3 clusters Score -1171172 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1171681.250000 Penalty: 4664.390625
	Iteration 9Q: 3 clusters Score -1171681 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1172183.750000 Penalty: 4664.390625
	Iteration 10Q: 3 clusters Score -1172184 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1172878.375000 Penalty: 4664.390625
	Iteration 11Q: 3 clusters Score -1172878 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1173396.250000 Penalty: 4664.390625
	Iteration 12Q: 3 clusters Score -1173396 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1173691.625000 Penalty: 4664.390625
	Iteration 13Q: 3 clusters Score -1173692 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1173901.250000 Penalty: 4664.390625
	Iteration 14Q: 3 clusters Score -1173901 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1174040.250000 Penalty: 4664.390625
	Iteration 15Q: 3 clusters Score -1174040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1174139.375000 Penalty: 4664.390625
	Iteration 16Q: 3 clusters Score -1174139 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1174248.750000 Penalty: 4664.390625
	Iteration 17Q: 3 clusters Score -1174249 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1174300.875000 Penalty: 4664.390625
	Iteration 18Q: 3 clusters Score -1174301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1174319.125000 Penalty: 4664.390625
	Iteration 19Q: 3 clusters Score -1174319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1174331.500000 Penalty: 4664.390625
	Iteration 20F: 3 clusters Score -1174332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1174336.500000 Penalty: 4664.390625
	Iteration 21Q: 3 clusters Score -1174336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1174338.375000 Penalty: 4664.390625
	Iteration 22Q: 3 clusters Score -1174338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1174335.625000 Penalty: 4664.390625
	Iteration 23Q: 3 clusters Score -1174336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1174336.250000 Penalty: 4664.390625
	Iteration 24Q: 3 clusters Score -1174336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1174335.500000 Penalty: 4664.390625
	Iteration 25Q: 3 clusters Score -1174336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1174339.125000 Penalty: 4664.390625
	Iteration 26Q: 3 clusters Score -1174339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1174339.125000 Penalty: 4664.390625
	Iteration 27F: 3 clusters Score -1174339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 176191 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 6157 members 
Mstep: Class 6 contains 61665 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 35519 members 
Mstep: Class 9 contains 17433 members 
Mstep: Class 10 contains 33447 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 19245 members 
Mstep: Class 13 contains 117517 members 
Mstep: Class 14 contains 18493 members 
Mstep: Class 15 contains 373414 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 22876 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 4242 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 293026 members 
Mstep: Class 23 contains 48922 members 
Mstep: Class 24 contains 16971 members 
Mstep: Class 25 contains 16695 members 
Mstep: Class 26 contains 14478 members 
Mstep: Class 27 contains 207311 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7460 members 
Mstep: Class 30 contains 43362 members 
Mstep: Class 31 contains 21344 members 
Mstep: Class 32 contains 10647 members 
Entering Unmasked Estep 
Score: -157066080.000000 Penalty: 113460.695312
Splitting cluster 7 changes total score from -157064288.000000 to -157066080.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 8 (35519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Entering Unmasked Estep 
Score: -3466119.750000 Penalty: 2598.500244
	Iteration 0F: 2 clusters Score -3466120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3442007.500000 Penalty: 5197.000488
	Iteration 0F: 3 clusters Score -3442008 nChanged 16010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3450898.250000 Penalty: 5197.000488
	Iteration 1F: 3 clusters Score -3450898 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3451545.750000 Penalty: 5197.000488
	Iteration 2Q: 3 clusters Score -3451546 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3452229.500000 Penalty: 5197.000488
	Iteration 3Q: 3 clusters Score -3452230 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3453192.000000 Penalty: 5197.000488
	Iteration 4F: 3 clusters Score -3453192 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3454428.750000 Penalty: 5197.000488
	Iteration 5F: 3 clusters Score -3454429 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3456027.000000 Penalty: 5197.000488
	Iteration 6F: 3 clusters Score -3456027 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -3457858.500000 Penalty: 5197.000488
	Iteration 7F: 3 clusters Score -3457858 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -3459771.500000 Penalty: 5197.000488
	Iteration 8F: 3 clusters Score -3459772 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3461392.500000 Penalty: 5197.000488
	Iteration 9F: 3 clusters Score -3461392 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3462537.750000 Penalty: 5197.000488
	Iteration 10Q: 3 clusters Score -3462538 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3463155.750000 Penalty: 5197.000488
	Iteration 11Q: 3 clusters Score -3463156 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3463452.500000 Penalty: 5197.000488
	Iteration 12Q: 3 clusters Score -3463452 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3463617.250000 Penalty: 5197.000488
	Iteration 13Q: 3 clusters Score -3463617 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3463689.250000 Penalty: 5197.000488
	Iteration 14Q: 3 clusters Score -3463689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3463737.750000 Penalty: 5197.000488
	Iteration 15Q: 3 clusters Score -3463738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3463775.250000 Penalty: 5197.000488
	Iteration 16Q: 3 clusters Score -3463775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3463814.250000 Penalty: 5197.000488
	Iteration 17Q: 3 clusters Score -3463814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3463839.750000 Penalty: 5197.000488
	Iteration 18Q: 3 clusters Score -3463840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3463849.750000 Penalty: 5197.000488
	Iteration 19Q: 3 clusters Score -3463850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3463854.000000 Penalty: 5197.000488
	Iteration 20F: 3 clusters Score -3463854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3463859.500000 Penalty: 5197.000488
	Iteration 21Q: 3 clusters Score -3463860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3463863.750000 Penalty: 5197.000488
	Iteration 22Q: 3 clusters Score -3463864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3463868.000000 Penalty: 5197.000488
	Iteration 23Q: 3 clusters Score -3463868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3463868.000000 Penalty: 5197.000488
	Iteration 24F: 3 clusters Score -3463868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Entering Unmasked Estep 
Score: -1788417.000000 Penalty: 2421.997803
	Iteration 0F: 2 clusters Score -1788417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1775997.875000 Penalty: 4843.995605
	Iteration 0F: 3 clusters Score -1775998 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1780033.375000 Penalty: 4843.995605
	Iteration 1F: 3 clusters Score -1780033 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1780455.500000 Penalty: 4843.995605
	Iteration 2F: 3 clusters Score -1780456 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1780834.125000 Penalty: 4843.995605
	Iteration 3F: 3 clusters Score -1780834 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1781218.500000 Penalty: 4843.995605
	Iteration 4Q: 3 clusters Score -1781218 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1781620.500000 Penalty: 4843.995605
	Iteration 5Q: 3 clusters Score -1781620 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1782010.750000 Penalty: 4843.995605
	Iteration 6Q: 3 clusters Score -1782011 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1782426.375000 Penalty: 4843.995605
	Iteration 7Q: 3 clusters Score -1782426 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1782896.000000 Penalty: 4843.995605
	Iteration 8Q: 3 clusters Score -1782896 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1783412.125000 Penalty: 4843.995605
	Iteration 9Q: 3 clusters Score -1783412 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1783987.375000 Penalty: 4843.995605
	Iteration 10Q: 3 clusters Score -1783987 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1784499.375000 Penalty: 4843.995605
	Iteration 11Q: 3 clusters Score -1784499 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1784917.750000 Penalty: 4843.995605
	Iteration 12Q: 3 clusters Score -1784918 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1785260.375000 Penalty: 4843.995605
	Iteration 13Q: 3 clusters Score -1785260 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1785502.125000 Penalty: 4843.995605
	Iteration 14Q: 3 clusters Score -1785502 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1785671.250000 Penalty: 4843.995605
	Iteration 15Q: 3 clusters Score -1785671 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1785801.625000 Penalty: 4843.995605
	Iteration 16Q: 3 clusters Score -1785802 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1785887.000000 Penalty: 4843.995605
	Iteration 17Q: 3 clusters Score -1785887 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1785954.625000 Penalty: 4843.995605
	Iteration 18Q: 3 clusters Score -1785955 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1786008.375000 Penalty: 4843.995605
	Iteration 19Q: 3 clusters Score -1786008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1786043.875000 Penalty: 4843.995605
	Iteration 20F: 3 clusters Score -1786044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1786094.625000 Penalty: 4843.995605
	Iteration 21Q: 3 clusters Score -1786095 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1786128.250000 Penalty: 4843.995605
	Iteration 22Q: 3 clusters Score -1786128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1786168.625000 Penalty: 4843.995605
	Iteration 23Q: 3 clusters Score -1786169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1786198.375000 Penalty: 4843.995605
	Iteration 24Q: 3 clusters Score -1786198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1786222.625000 Penalty: 4843.995605
	Iteration 25Q: 3 clusters Score -1786223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1786231.000000 Penalty: 4843.995605
	Iteration 26Q: 3 clusters Score -1786231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1786245.875000 Penalty: 4843.995605
	Iteration 27Q: 3 clusters Score -1786246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1786251.750000 Penalty: 4843.995605
	Iteration 28Q: 3 clusters Score -1786252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1786262.375000 Penalty: 4843.995605
	Iteration 29Q: 3 clusters Score -1786262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1786271.500000 Penalty: 4843.995605
	Iteration 30Q: 3 clusters Score -1786272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -1786276.625000 Penalty: 4843.995605
	Iteration 31Q: 3 clusters Score -1786277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -1786280.875000 Penalty: 4843.995605
	Iteration 32Q: 3 clusters Score -1786281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1786283.875000 Penalty: 4843.995605
	Iteration 33Q: 3 clusters Score -1786284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1786281.375000 Penalty: 4843.995605
	Iteration 34Q: 3 clusters Score -1786281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1786283.375000 Penalty: 4843.995605
	Iteration 35Q: 3 clusters Score -1786283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1786283.625000 Penalty: 4843.995605
	Iteration 36Q: 3 clusters Score -1786284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1786289.000000 Penalty: 4843.995605
	Iteration 37Q: 3 clusters Score -1786289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1786291.000000 Penalty: 4843.995605
	Iteration 38Q: 3 clusters Score -1786291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1786293.375000 Penalty: 4843.995605
	Iteration 39Q: 3 clusters Score -1786293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1786293.000000 Penalty: 4843.995605
	Iteration 40F: 3 clusters Score -1786293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1786293.125000 Penalty: 4843.995605
	Iteration 41Q: 3 clusters Score -1786293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1786292.625000 Penalty: 4843.995605
	Iteration 42Q: 3 clusters Score -1786293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1786293.875000 Penalty: 4843.995605
	Iteration 43Q: 3 clusters Score -1786294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1786293.875000 Penalty: 4843.995605
	Iteration 44F: 3 clusters Score -1786294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Entering Unmasked Estep 
Score: -3064376.250000 Penalty: 2583.593750
	Iteration 0F: 2 clusters Score -3064376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3041665.250000 Penalty: 5167.187500
	Iteration 0F: 3 clusters Score -3041665 nChanged 15182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3050004.750000 Penalty: 5167.187500
	Iteration 1F: 3 clusters Score -3050005 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3050571.000000 Penalty: 5167.187500
	Iteration 2Q: 3 clusters Score -3050571 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3051123.750000 Penalty: 5167.187500
	Iteration 3Q: 3 clusters Score -3051124 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3051685.500000 Penalty: 5167.187500
	Iteration 4Q: 3 clusters Score -3051686 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3052262.500000 Penalty: 5167.187500
	Iteration 5Q: 3 clusters Score -3052262 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3052912.000000 Penalty: 5167.187500
	Iteration 6Q: 3 clusters Score -3052912 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3053714.750000 Penalty: 5167.187500
	Iteration 7Q: 3 clusters Score -3053715 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3054687.250000 Penalty: 5167.187500
	Iteration 8Q: 3 clusters Score -3054687 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3055901.000000 Penalty: 5167.187500
	Iteration 9F: 3 clusters Score -3055901 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3057110.500000 Penalty: 5167.187500
	Iteration 10F: 3 clusters Score -3057110 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3058266.000000 Penalty: 5167.187500
	Iteration 11Q: 3 clusters Score -3058266 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -3059252.000000 Penalty: 5167.187500
	Iteration 12Q: 3 clusters Score -3059252 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3059963.750000 Penalty: 5167.187500
	Iteration 13Q: 3 clusters Score -3059964 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -3060491.000000 Penalty: 5167.187500
	Iteration 14Q: 3 clusters Score -3060491 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -3060909.500000 Penalty: 5167.187500
	Iteration 15Q: 3 clusters Score -3060910 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -3061186.000000 Penalty: 5167.187500
	Iteration 16Q: 3 clusters Score -3061186 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -3061404.500000 Penalty: 5167.187500
	Iteration 17Q: 3 clusters Score -3061404 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -3061564.750000 Penalty: 5167.187500
	Iteration 18Q: 3 clusters Score -3061565 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -3061707.750000 Penalty: 5167.187500
	Iteration 19Q: 3 clusters Score -3061708 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -3061811.750000 Penalty: 5167.187500
	Iteration 20F: 3 clusters Score -3061812 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -3061891.250000 Penalty: 5167.187500
	Iteration 21Q: 3 clusters Score -3061891 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -3061963.250000 Penalty: 5167.187500
	Iteration 22Q: 3 clusters Score -3061963 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -3062011.750000 Penalty: 5167.187500
	Iteration 23Q: 3 clusters Score -3062012 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -3062058.250000 Penalty: 5167.187500
	Iteration 24Q: 3 clusters Score -3062058 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -3062103.500000 Penalty: 5167.187500
	Iteration 25Q: 3 clusters Score -3062104 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -3062148.750000 Penalty: 5167.187500
	Iteration 26Q: 3 clusters Score -3062149 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -3062184.750000 Penalty: 5167.187500
	Iteration 27Q: 3 clusters Score -3062185 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -3062202.000000 Penalty: 5167.187500
	Iteration 28Q: 3 clusters Score -3062202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -3062228.750000 Penalty: 5167.187500
	Iteration 29Q: 3 clusters Score -3062229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -3062242.500000 Penalty: 5167.187500
	Iteration 30Q: 3 clusters Score -3062242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -3062255.750000 Penalty: 5167.187500
	Iteration 31Q: 3 clusters Score -3062256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -3062275.500000 Penalty: 5167.187500
	Iteration 32Q: 3 clusters Score -3062276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -3062297.000000 Penalty: 5167.187500
	Iteration 33Q: 3 clusters Score -3062297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -3062314.000000 Penalty: 5167.187500
	Iteration 34Q: 3 clusters Score -3062314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -3062318.250000 Penalty: 5167.187500
	Iteration 35Q: 3 clusters Score -3062318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -3062325.750000 Penalty: 5167.187500
	Iteration 36Q: 3 clusters Score -3062326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -3062334.000000 Penalty: 5167.187500
	Iteration 37Q: 3 clusters Score -3062334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -3062334.500000 Penalty: 5167.187500
	Iteration 38Q: 3 clusters Score -3062334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -3062334.250000 Penalty: 5167.187500
	Iteration 39Q: 3 clusters Score -3062334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -3062336.750000 Penalty: 5167.187500
	Iteration 40F: 3 clusters Score -3062337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -3062334.750000 Penalty: 5167.187500
	Iteration 41Q: 3 clusters Score -3062335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -3062341.750000 Penalty: 5167.187500
	Iteration 42Q: 3 clusters Score -3062342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -3062344.000000 Penalty: 5167.187500
	Iteration 43Q: 3 clusters Score -3062344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -3062348.500000 Penalty: 5167.187500
	Iteration 44Q: 3 clusters Score -3062348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -3062352.000000 Penalty: 5167.187500
	Iteration 45Q: 3 clusters Score -3062352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -3062354.500000 Penalty: 5167.187500
	Iteration 46Q: 3 clusters Score -3062354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -3062359.000000 Penalty: 5167.187500
	Iteration 47Q: 3 clusters Score -3062359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -3062362.500000 Penalty: 5167.187500
	Iteration 48Q: 3 clusters Score -3062362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -3062362.500000 Penalty: 5167.187500
	Iteration 49Q: 3 clusters Score -3062362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -3062360.000000 Penalty: 5167.187500
	Iteration 50Q: 3 clusters Score -3062360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -3062366.500000 Penalty: 5167.187500
	Iteration 51Q: 3 clusters Score -3062366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -3062367.750000 Penalty: 5167.187500
	Iteration 52Q: 3 clusters Score -3062368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -3062366.000000 Penalty: 5167.187500
	Iteration 53Q: 3 clusters Score -3062366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -3062364.250000 Penalty: 5167.187500
	Iteration 54Q: 3 clusters Score -3062364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -3062364.500000 Penalty: 5167.187500
	Iteration 55Q: 3 clusters Score -3062364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -3062367.250000 Penalty: 5167.187500
	Iteration 56Q: 3 clusters Score -3062367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -3062369.250000 Penalty: 5167.187500
	Iteration 57Q: 3 clusters Score -3062369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -3062369.000000 Penalty: 5167.187500
	Iteration 58Q: 3 clusters Score -3062369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -3062369.000000 Penalty: 5167.187500
	Iteration 59F: 3 clusters Score -3062369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Entering Unmasked Estep 
Score: -529404.187500 Penalty: 2164.729980
	Iteration 0F: 2 clusters Score -529404.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -524127.187500 Penalty: 4329.459961
	Iteration 0F: 3 clusters Score -524127.2 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -526073.687500 Penalty: 4329.459961
	Iteration 1F: 3 clusters Score -526073.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -526807.562500 Penalty: 4329.459961
	Iteration 2F: 3 clusters Score -526807.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -527313.500000 Penalty: 4329.459961
	Iteration 3F: 3 clusters Score -527313.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -527634.562500 Penalty: 4329.459961
	Iteration 4F: 3 clusters Score -527634.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -527789.312500 Penalty: 4329.459961
	Iteration 5Q: 3 clusters Score -527789.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -527861.000000 Penalty: 4329.459961
	Iteration 6Q: 3 clusters Score -527861 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -527912.687500 Penalty: 4329.459961
	Iteration 7Q: 3 clusters Score -527912.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -527962.000000 Penalty: 4329.459961
	Iteration 8Q: 3 clusters Score -527962 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -528016.125000 Penalty: 4329.459961
	Iteration 9Q: 3 clusters Score -528016.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -528044.437500 Penalty: 4329.459961
	Iteration 10Q: 3 clusters Score -528044.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -528064.625000 Penalty: 4329.459961
	Iteration 11Q: 3 clusters Score -528064.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -528080.562500 Penalty: 4329.459961
	Iteration 12Q: 3 clusters Score -528080.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -528089.062500 Penalty: 4329.459961
	Iteration 13Q: 3 clusters Score -528089.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -528095.687500 Penalty: 4329.459961
	Iteration 14Q: 3 clusters Score -528095.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -528102.687500 Penalty: 4329.459961
	Iteration 15Q: 3 clusters Score -528102.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -528108.937500 Penalty: 4329.459961
	Iteration 16Q: 3 clusters Score -528108.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -528110.750000 Penalty: 4329.459961
	Iteration 17Q: 3 clusters Score -528110.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -528118.625000 Penalty: 4329.459961
	Iteration 18Q: 3 clusters Score -528118.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -528123.625000 Penalty: 4329.459961
	Iteration 19Q: 3 clusters Score -528123.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -528126.375000 Penalty: 4329.459961
	Iteration 20F: 3 clusters Score -528126.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -528130.687500 Penalty: 4329.459961
	Iteration 21Q: 3 clusters Score -528130.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -528135.125000 Penalty: 4329.459961
	Iteration 22Q: 3 clusters Score -528135.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -528140.000000 Penalty: 4329.459961
	Iteration 23Q: 3 clusters Score -528140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -528143.812500 Penalty: 4329.459961
	Iteration 24Q: 3 clusters Score -528143.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -528147.375000 Penalty: 4329.459961
	Iteration 25Q: 3 clusters Score -528147.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -528150.687500 Penalty: 4329.459961
	Iteration 26Q: 3 clusters Score -528150.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -528155.312500 Penalty: 4329.459961
	Iteration 27Q: 3 clusters Score -528155.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -528159.312500 Penalty: 4329.459961
	Iteration 28Q: 3 clusters Score -528159.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -528164.687500 Penalty: 4329.459961
	Iteration 29Q: 3 clusters Score -528164.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -528171.687500 Penalty: 4329.459961
	Iteration 30Q: 3 clusters Score -528171.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -528177.875000 Penalty: 4329.459961
	Iteration 31Q: 3 clusters Score -528177.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -528180.250000 Penalty: 4329.459961
	Iteration 32Q: 3 clusters Score -528180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -528183.562500 Penalty: 4329.459961
	Iteration 33Q: 3 clusters Score -528183.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -528188.250000 Penalty: 4329.459961
	Iteration 34Q: 3 clusters Score -528188.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -528193.625000 Penalty: 4329.459961
	Iteration 35Q: 3 clusters Score -528193.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -528194.250000 Penalty: 4329.459961
	Iteration 36Q: 3 clusters Score -528194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -528195.000000 Penalty: 4329.459961
	Iteration 37Q: 3 clusters Score -528195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -528197.312500 Penalty: 4329.459961
	Iteration 38Q: 3 clusters Score -528197.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -528198.375000 Penalty: 4329.459961
	Iteration 39Q: 3 clusters Score -528198.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -528199.000000 Penalty: 4329.459961
	Iteration 40F: 3 clusters Score -528199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -528200.500000 Penalty: 4329.459961
	Iteration 41Q: 3 clusters Score -528200.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -528201.500000 Penalty: 4329.459961
	Iteration 42Q: 3 clusters Score -528201.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -528202.812500 Penalty: 4329.459961
	Iteration 43Q: 3 clusters Score -528202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -528202.437500 Penalty: 4329.459961
	Iteration 44Q: 3 clusters Score -528202.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -528202.437500 Penalty: 4329.459961
	Iteration 45Q: 3 clusters Score -528202.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -528202.750000 Penalty: 4329.459961
	Iteration 46Q: 3 clusters Score -528202.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -528203.250000 Penalty: 4329.459961
	Iteration 47Q: 3 clusters Score -528203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -528203.250000 Penalty: 4329.459961
	Iteration 48F: 3 clusters Score -528203.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Entering Unmasked Estep 
Score: -1868063.875000 Penalty: 2446.521484
	Iteration 0F: 2 clusters Score -1868064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1854405.250000 Penalty: 4893.042969
	Iteration 0F: 3 clusters Score -1854405 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1859227.625000 Penalty: 4893.042969
	Iteration 1F: 3 clusters Score -1859228 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1859852.750000 Penalty: 4893.042969
	Iteration 2F: 3 clusters Score -1859853 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1860413.375000 Penalty: 4893.042969
	Iteration 3F: 3 clusters Score -1860413 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1861007.375000 Penalty: 4893.042969
	Iteration 4F: 3 clusters Score -1861007 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1861572.500000 Penalty: 4893.042969
	Iteration 5Q: 3 clusters Score -1861572 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1862104.250000 Penalty: 4893.042969
	Iteration 6Q: 3 clusters Score -1862104 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1862640.625000 Penalty: 4893.042969
	Iteration 7Q: 3 clusters Score -1862641 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1863143.625000 Penalty: 4893.042969
	Iteration 8Q: 3 clusters Score -1863144 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1863587.750000 Penalty: 4893.042969
	Iteration 9Q: 3 clusters Score -1863588 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1863964.875000 Penalty: 4893.042969
	Iteration 10Q: 3 clusters Score -1863965 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1864295.500000 Penalty: 4893.042969
	Iteration 11Q: 3 clusters Score -1864296 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1864560.875000 Penalty: 4893.042969
	Iteration 12Q: 3 clusters Score -1864561 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1864750.875000 Penalty: 4893.042969
	Iteration 13Q: 3 clusters Score -1864751 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1864896.875000 Penalty: 4893.042969
	Iteration 14Q: 3 clusters Score -1864897 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1865014.625000 Penalty: 4893.042969
	Iteration 15Q: 3 clusters Score -1865015 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1865098.375000 Penalty: 4893.042969
	Iteration 16Q: 3 clusters Score -1865098 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1865170.375000 Penalty: 4893.042969
	Iteration 17Q: 3 clusters Score -1865170 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1865224.875000 Penalty: 4893.042969
	Iteration 18Q: 3 clusters Score -1865225 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1865262.875000 Penalty: 4893.042969
	Iteration 19Q: 3 clusters Score -1865263 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1865300.500000 Penalty: 4893.042969
	Iteration 20F: 3 clusters Score -1865300 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1865329.375000 Penalty: 4893.042969
	Iteration 21Q: 3 clusters Score -1865329 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1865342.250000 Penalty: 4893.042969
	Iteration 22Q: 3 clusters Score -1865342 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1865363.000000 Penalty: 4893.042969
	Iteration 23Q: 3 clusters Score -1865363 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1865390.500000 Penalty: 4893.042969
	Iteration 24Q: 3 clusters Score -1865390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1865401.375000 Penalty: 4893.042969
	Iteration 25Q: 3 clusters Score -1865401 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1865410.750000 Penalty: 4893.042969
	Iteration 26Q: 3 clusters Score -1865411 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1865421.125000 Penalty: 4893.042969
	Iteration 27Q: 3 clusters Score -1865421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1865435.625000 Penalty: 4893.042969
	Iteration 28Q: 3 clusters Score -1865436 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1865438.125000 Penalty: 4893.042969
	Iteration 29Q: 3 clusters Score -1865438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1865463.000000 Penalty: 4893.042969
	Iteration 30Q: 3 clusters Score -1865463 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1865477.000000 Penalty: 4893.042969
	Iteration 31Q: 3 clusters Score -1865477 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1865488.750000 Penalty: 4893.042969
	Iteration 32Q: 3 clusters Score -1865489 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1865501.750000 Penalty: 4893.042969
	Iteration 33Q: 3 clusters Score -1865502 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1865517.625000 Penalty: 4893.042969
	Iteration 34Q: 3 clusters Score -1865518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1865537.625000 Penalty: 4893.042969
	Iteration 35Q: 3 clusters Score -1865538 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1865546.875000 Penalty: 4893.042969
	Iteration 36Q: 3 clusters Score -1865547 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1865575.250000 Penalty: 4893.042969
	Iteration 37Q: 3 clusters Score -1865575 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1865589.125000 Penalty: 4893.042969
	Iteration 38Q: 3 clusters Score -1865589 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1865603.250000 Penalty: 4893.042969
	Iteration 39Q: 3 clusters Score -1865603 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1865607.625000 Penalty: 4893.042969
	Iteration 40F: 3 clusters Score -1865608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1865623.250000 Penalty: 4893.042969
	Iteration 41Q: 3 clusters Score -1865623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1865645.125000 Penalty: 4893.042969
	Iteration 42Q: 3 clusters Score -1865645 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1865654.500000 Penalty: 4893.042969
	Iteration 43Q: 3 clusters Score -1865654 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1865673.625000 Penalty: 4893.042969
	Iteration 44Q: 3 clusters Score -1865674 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1865704.000000 Penalty: 4893.042969
	Iteration 45Q: 3 clusters Score -1865704 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1865731.375000 Penalty: 4893.042969
	Iteration 46Q: 3 clusters Score -1865731 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1865746.625000 Penalty: 4893.042969
	Iteration 47Q: 3 clusters Score -1865747 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1865778.375000 Penalty: 4893.042969
	Iteration 48Q: 3 clusters Score -1865778 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1865804.625000 Penalty: 4893.042969
	Iteration 49Q: 3 clusters Score -1865805 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1865839.375000 Penalty: 4893.042969
	Iteration 50Q: 3 clusters Score -1865839 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1865866.625000 Penalty: 4893.042969
	Iteration 51Q: 3 clusters Score -1865867 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1865895.375000 Penalty: 4893.042969
	Iteration 52Q: 3 clusters Score -1865895 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1865917.750000 Penalty: 4893.042969
	Iteration 53Q: 3 clusters Score -1865918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1865932.375000 Penalty: 4893.042969
	Iteration 54Q: 3 clusters Score -1865932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1865957.875000 Penalty: 4893.042969
	Iteration 55Q: 3 clusters Score -1865958 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1865977.375000 Penalty: 4893.042969
	Iteration 56Q: 3 clusters Score -1865977 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1866009.000000 Penalty: 4893.042969
	Iteration 57Q: 3 clusters Score -1866009 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1866028.250000 Penalty: 4893.042969
	Iteration 58Q: 3 clusters Score -1866028 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1866054.625000 Penalty: 4893.042969
	Iteration 59Q: 3 clusters Score -1866055 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1866078.625000 Penalty: 4893.042969
	Iteration 60F: 3 clusters Score -1866079 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1866099.625000 Penalty: 4893.042969
	Iteration 61Q: 3 clusters Score -1866100 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1866116.250000 Penalty: 4893.042969
	Iteration 62Q: 3 clusters Score -1866116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1866130.500000 Penalty: 4893.042969
	Iteration 63Q: 3 clusters Score -1866130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1866145.125000 Penalty: 4893.042969
	Iteration 64Q: 3 clusters Score -1866145 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1866166.625000 Penalty: 4893.042969
	Iteration 65Q: 3 clusters Score -1866167 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1866187.125000 Penalty: 4893.042969
	Iteration 66Q: 3 clusters Score -1866187 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1866201.375000 Penalty: 4893.042969
	Iteration 67Q: 3 clusters Score -1866201 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1866221.125000 Penalty: 4893.042969
	Iteration 68Q: 3 clusters Score -1866221 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1866239.125000 Penalty: 4893.042969
	Iteration 69Q: 3 clusters Score -1866239 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1866259.875000 Penalty: 4893.042969
	Iteration 70Q: 3 clusters Score -1866260 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1866283.750000 Penalty: 4893.042969
	Iteration 71Q: 3 clusters Score -1866284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1866304.625000 Penalty: 4893.042969
	Iteration 72Q: 3 clusters Score -1866305 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1866333.125000 Penalty: 4893.042969
	Iteration 73Q: 3 clusters Score -1866333 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -1866355.375000 Penalty: 4893.042969
	Iteration 74Q: 3 clusters Score -1866355 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -1866377.250000 Penalty: 4893.042969
	Iteration 75Q: 3 clusters Score -1866377 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1866391.250000 Penalty: 4893.042969
	Iteration 76Q: 3 clusters Score -1866391 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1866414.000000 Penalty: 4893.042969
	Iteration 77Q: 3 clusters Score -1866414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1866436.250000 Penalty: 4893.042969
	Iteration 78Q: 3 clusters Score -1866436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1866453.375000 Penalty: 4893.042969
	Iteration 79Q: 3 clusters Score -1866453 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1866464.250000 Penalty: 4893.042969
	Iteration 80F: 3 clusters Score -1866464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1866479.375000 Penalty: 4893.042969
	Iteration 81Q: 3 clusters Score -1866479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1866492.125000 Penalty: 4893.042969
	Iteration 82Q: 3 clusters Score -1866492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1866508.875000 Penalty: 4893.042969
	Iteration 83Q: 3 clusters Score -1866509 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -1866519.250000 Penalty: 4893.042969
	Iteration 84Q: 3 clusters Score -1866519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1866535.500000 Penalty: 4893.042969
	Iteration 85Q: 3 clusters Score -1866536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -1866549.375000 Penalty: 4893.042969
	Iteration 86Q: 3 clusters Score -1866549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1866559.750000 Penalty: 4893.042969
	Iteration 87Q: 3 clusters Score -1866560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1866565.875000 Penalty: 4893.042969
	Iteration 88Q: 3 clusters Score -1866566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1866565.125000 Penalty: 4893.042969
	Iteration 89Q: 3 clusters Score -1866565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1866569.000000 Penalty: 4893.042969
	Iteration 90Q: 3 clusters Score -1866569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -1866579.125000 Penalty: 4893.042969
	Iteration 91Q: 3 clusters Score -1866579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1866582.500000 Penalty: 4893.042969
	Iteration 92Q: 3 clusters Score -1866582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1866590.500000 Penalty: 4893.042969
	Iteration 93Q: 3 clusters Score -1866590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1866594.500000 Penalty: 4893.042969
	Iteration 94Q: 3 clusters Score -1866594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1866595.875000 Penalty: 4893.042969
	Iteration 95Q: 3 clusters Score -1866596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1866602.000000 Penalty: 4893.042969
	Iteration 96Q: 3 clusters Score -1866602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1866611.250000 Penalty: 4893.042969
	Iteration 97Q: 3 clusters Score -1866611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1866616.375000 Penalty: 4893.042969
	Iteration 98Q: 3 clusters Score -1866616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1866616.500000 Penalty: 4893.042969
	Iteration 99Q: 3 clusters Score -1866616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1866622.500000 Penalty: 4893.042969
	Iteration 100F: 3 clusters Score -1866622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -1866622.500000 Penalty: 4893.042969
	Iteration 101Q: 3 clusters Score -1866622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -1866623.125000 Penalty: 4893.042969
	Iteration 102Q: 3 clusters Score -1866623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1866625.625000 Penalty: 4893.042969
	Iteration 103Q: 3 clusters Score -1866626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -1866629.375000 Penalty: 4893.042969
	Iteration 104Q: 3 clusters Score -1866629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -1866632.750000 Penalty: 4893.042969
	Iteration 105Q: 3 clusters Score -1866633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -1866636.625000 Penalty: 4893.042969
	Iteration 106Q: 3 clusters Score -1866637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -1866641.625000 Penalty: 4893.042969
	Iteration 107Q: 3 clusters Score -1866642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -1866648.125000 Penalty: 4893.042969
	Iteration 108Q: 3 clusters Score -1866648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1866653.250000 Penalty: 4893.042969
	Iteration 109Q: 3 clusters Score -1866653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1866652.750000 Penalty: 4893.042969
	Iteration 110Q: 3 clusters Score -1866653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1866659.875000 Penalty: 4893.042969
	Iteration 111Q: 3 clusters Score -1866660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1866665.625000 Penalty: 4893.042969
	Iteration 112Q: 3 clusters Score -1866666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1866669.375000 Penalty: 4893.042969
	Iteration 113Q: 3 clusters Score -1866669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1866672.500000 Penalty: 4893.042969
	Iteration 114Q: 3 clusters Score -1866672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1866675.750000 Penalty: 4893.042969
	Iteration 115Q: 3 clusters Score -1866676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1866680.750000 Penalty: 4893.042969
	Iteration 116Q: 3 clusters Score -1866681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -1866686.500000 Penalty: 4893.042969
	Iteration 117Q: 3 clusters Score -1866686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1866688.500000 Penalty: 4893.042969
	Iteration 118Q: 3 clusters Score -1866688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1866687.875000 Penalty: 4893.042969
	Iteration 119Q: 3 clusters Score -1866688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1866687.375000 Penalty: 4893.042969
	Iteration 120F: 3 clusters Score -1866687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1866686.625000 Penalty: 4893.042969
	Iteration 121Q: 3 clusters Score -1866687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1866686.625000 Penalty: 4893.042969
	Iteration 122F: 3 clusters Score -1866687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (117517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117517 members 
Entering Unmasked Estep 
Score: -11990911.000000 Penalty: 2895.235840
	Iteration 0F: 2 clusters Score -1.199091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -11912631.000000 Penalty: 5790.471680
	Iteration 0F: 3 clusters Score -1.191263e+07 nChanged 55663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -11944783.000000 Penalty: 5790.471680
	Iteration 1F: 3 clusters Score -1.194478e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -11946357.000000 Penalty: 5790.471680
	Iteration 2Q: 3 clusters Score -1.194636e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -11948447.000000 Penalty: 5790.471680
	Iteration 3Q: 3 clusters Score -1.194845e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 72979 members 
Entering Unmasked Estep 
Score: -11951929.000000 Penalty: 5790.471680
	Iteration 4F: 3 clusters Score -1.195193e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
Score: -11957013.000000 Penalty: 5790.471680
	Iteration 5F: 3 clusters Score -1.195701e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 87509 members 
Entering Unmasked Estep 
Score: -11964170.000000 Penalty: 5790.471680
	Iteration 6F: 3 clusters Score -1.196417e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -11971966.000000 Penalty: 5790.471680
	Iteration 7F: 3 clusters Score -1.197197e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 102384 members 
Entering Unmasked Estep 
Score: -11978809.000000 Penalty: 5790.471680
	Iteration 8F: 3 clusters Score -1.197881e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 106708 members 
Entering Unmasked Estep 
Score: -11983198.000000 Penalty: 5790.471680
	Iteration 9Q: 3 clusters Score -1.19832e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 109151 members 
Entering Unmasked Estep 
Score: -11985638.000000 Penalty: 5790.471680
	Iteration 10Q: 3 clusters Score -1.198564e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 110595 members 
Entering Unmasked Estep 
Score: -11986898.000000 Penalty: 5790.471680
	Iteration 11Q: 3 clusters Score -1.19869e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 111512 members 
Entering Unmasked Estep 
Score: -11987434.000000 Penalty: 5790.471680
	Iteration 12Q: 3 clusters Score -1.198743e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 112200 members 
Entering Unmasked Estep 
Score: -11987864.000000 Penalty: 5790.471680
	Iteration 13Q: 3 clusters Score -1.198786e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 112805 members 
Entering Unmasked Estep 
Score: -11988109.000000 Penalty: 5790.471680
	Iteration 14Q: 3 clusters Score -1.198811e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 113292 members 
Entering Unmasked Estep 
Score: -11988263.000000 Penalty: 5790.471680
	Iteration 15Q: 3 clusters Score -1.198826e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 113688 members 
Entering Unmasked Estep 
Score: -11988384.000000 Penalty: 5790.471680
	Iteration 16Q: 3 clusters Score -1.198838e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 114049 members 
Entering Unmasked Estep 
Score: -11988502.000000 Penalty: 5790.471680
	Iteration 17Q: 3 clusters Score -1.19885e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 114348 members 
Entering Unmasked Estep 
Score: -11988622.000000 Penalty: 5790.471680
	Iteration 18Q: 3 clusters Score -1.198862e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 114589 members 
Entering Unmasked Estep 
Score: -11988779.000000 Penalty: 5790.471680
	Iteration 19Q: 3 clusters Score -1.198878e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 114798 members 
Entering Unmasked Estep 
Score: -11988808.000000 Penalty: 5790.471680
	Iteration 20F: 3 clusters Score -1.198881e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 114956 members 
Entering Unmasked Estep 
Score: -11988870.000000 Penalty: 5790.471680
	Iteration 21Q: 3 clusters Score -1.198887e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 115109 members 
Entering Unmasked Estep 
Score: -11988927.000000 Penalty: 5790.471680
	Iteration 22Q: 3 clusters Score -1.198893e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 115241 members 
Entering Unmasked Estep 
Score: -11988942.000000 Penalty: 5790.471680
	Iteration 23Q: 3 clusters Score -1.198894e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 115359 members 
Entering Unmasked Estep 
Score: -11988989.000000 Penalty: 5790.471680
	Iteration 24Q: 3 clusters Score -1.198899e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 115471 members 
Entering Unmasked Estep 
Score: -11989003.000000 Penalty: 5790.471680
	Iteration 25Q: 3 clusters Score -1.1989e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 115558 members 
Entering Unmasked Estep 
Score: -11989039.000000 Penalty: 5790.471680
	Iteration 26Q: 3 clusters Score -1.198904e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 115641 members 
Entering Unmasked Estep 
Score: -11989037.000000 Penalty: 5790.471680
	Iteration 27Q: 3 clusters Score -1.198904e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 115720 members 
Entering Unmasked Estep 
Score: -11989071.000000 Penalty: 5790.471680
	Iteration 28Q: 3 clusters Score -1.198907e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 115801 members 
Entering Unmasked Estep 
Score: -11989083.000000 Penalty: 5790.471680
	Iteration 29Q: 3 clusters Score -1.198908e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 115867 members 
Entering Unmasked Estep 
Score: -11989115.000000 Penalty: 5790.471680
	Iteration 30Q: 3 clusters Score -1.198912e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 115922 members 
Entering Unmasked Estep 
Score: -11989115.000000 Penalty: 5790.471680
	Iteration 31Q: 3 clusters Score -1.198912e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 115958 members 
Entering Unmasked Estep 
Score: -11989147.000000 Penalty: 5790.471680
	Iteration 32Q: 3 clusters Score -1.198915e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 115991 members 
Entering Unmasked Estep 
Score: -11989154.000000 Penalty: 5790.471680
	Iteration 33Q: 3 clusters Score -1.198915e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 116017 members 
Entering Unmasked Estep 
Score: -11989159.000000 Penalty: 5790.471680
	Iteration 34Q: 3 clusters Score -1.198916e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 116045 members 
Entering Unmasked Estep 
Score: -11989158.000000 Penalty: 5790.471680
	Iteration 35Q: 3 clusters Score -1.198916e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 116077 members 
Entering Unmasked Estep 
Score: -11989161.000000 Penalty: 5790.471680
	Iteration 36Q: 3 clusters Score -1.198916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 116096 members 
Entering Unmasked Estep 
Score: -11989150.000000 Penalty: 5790.471680
	Iteration 37Q: 3 clusters Score -1.198915e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 116111 members 
Entering Unmasked Estep 
Score: -11989183.000000 Penalty: 5790.471680
	Iteration 38Q: 3 clusters Score -1.198918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 116131 members 
Entering Unmasked Estep 
Score: -11989194.000000 Penalty: 5790.471680
	Iteration 39Q: 3 clusters Score -1.198919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 116148 members 
Entering Unmasked Estep 
Score: -11989206.000000 Penalty: 5790.471680
	Iteration 40F: 3 clusters Score -1.198921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 116159 members 
Entering Unmasked Estep 
Score: -11989212.000000 Penalty: 5790.471680
	Iteration 41Q: 3 clusters Score -1.198921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 116166 members 
Entering Unmasked Estep 
Score: -11989195.000000 Penalty: 5790.471680
	Iteration 42Q: 3 clusters Score -1.19892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 116178 members 
Entering Unmasked Estep 
Score: -11989194.000000 Penalty: 5790.471680
	Iteration 43Q: 3 clusters Score -1.198919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 116189 members 
Entering Unmasked Estep 
Score: -11989204.000000 Penalty: 5790.471680
	Iteration 44Q: 3 clusters Score -1.19892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 116202 members 
Entering Unmasked Estep 
Score: -11989203.000000 Penalty: 5790.471680
	Iteration 45Q: 3 clusters Score -1.19892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 116217 members 
Entering Unmasked Estep 
Score: -11989192.000000 Penalty: 5790.471680
	Iteration 46Q: 3 clusters Score -1.198919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 116228 members 
Entering Unmasked Estep 
Score: -11989194.000000 Penalty: 5790.471680
	Iteration 47Q: 3 clusters Score -1.198919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 116237 members 
Entering Unmasked Estep 
Score: -11989204.000000 Penalty: 5790.471680
	Iteration 48Q: 3 clusters Score -1.19892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 116246 members 
Entering Unmasked Estep 
Score: -11989226.000000 Penalty: 5790.471680
	Iteration 49Q: 3 clusters Score -1.198923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 116252 members 
Entering Unmasked Estep 
Score: -11989244.000000 Penalty: 5790.471680
	Iteration 50Q: 3 clusters Score -1.198924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 116255 members 
Entering Unmasked Estep 
Score: -11989239.000000 Penalty: 5790.471680
	Iteration 51Q: 3 clusters Score -1.198924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 116257 members 
Entering Unmasked Estep 
Score: -11989235.000000 Penalty: 5790.471680
	Iteration 52Q: 3 clusters Score -1.198924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 116257 members 
Entering Unmasked Estep 
Score: -11989239.000000 Penalty: 5790.471680
	Iteration 53Q: 3 clusters Score -1.198924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 116259 members 
Entering Unmasked Estep 
Score: -11989246.000000 Penalty: 5790.471680
	Iteration 54Q: 3 clusters Score -1.198925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 116262 members 
Entering Unmasked Estep 
Score: -11989237.000000 Penalty: 5790.471680
	Iteration 55Q: 3 clusters Score -1.198924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 116262 members 
Entering Unmasked Estep 
Score: -11989237.000000 Penalty: 5790.471680
	Iteration 56F: 3 clusters Score -1.198924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Entering Unmasked Estep 
Score: -1867780.125000 Penalty: 2436.636719
	Iteration 0F: 2 clusters Score -1867780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1854725.125000 Penalty: 4873.273438
	Iteration 0F: 3 clusters Score -1854725 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1859105.750000 Penalty: 4873.273438
	Iteration 1F: 3 clusters Score -1859106 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1859603.625000 Penalty: 4873.273438
	Iteration 2F: 3 clusters Score -1859604 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1860152.750000 Penalty: 4873.273438
	Iteration 3F: 3 clusters Score -1860153 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1860640.875000 Penalty: 4873.273438
	Iteration 4F: 3 clusters Score -1860641 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1861108.875000 Penalty: 4873.273438
	Iteration 5Q: 3 clusters Score -1861109 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1861611.000000 Penalty: 4873.273438
	Iteration 6Q: 3 clusters Score -1861611 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1862157.125000 Penalty: 4873.273438
	Iteration 7Q: 3 clusters Score -1862157 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1862792.625000 Penalty: 4873.273438
	Iteration 8Q: 3 clusters Score -1862793 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1863384.750000 Penalty: 4873.273438
	Iteration 9Q: 3 clusters Score -1863385 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1863827.000000 Penalty: 4873.273438
	Iteration 10Q: 3 clusters Score -1863827 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1864149.125000 Penalty: 4873.273438
	Iteration 11Q: 3 clusters Score -1864149 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1864402.625000 Penalty: 4873.273438
	Iteration 12Q: 3 clusters Score -1864403 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1864606.000000 Penalty: 4873.273438
	Iteration 13Q: 3 clusters Score -1864606 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1864757.125000 Penalty: 4873.273438
	Iteration 14Q: 3 clusters Score -1864757 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1864913.000000 Penalty: 4873.273438
	Iteration 15Q: 3 clusters Score -1864913 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1865056.750000 Penalty: 4873.273438
	Iteration 16Q: 3 clusters Score -1865057 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1865205.250000 Penalty: 4873.273438
	Iteration 17Q: 3 clusters Score -1865205 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1865351.000000 Penalty: 4873.273438
	Iteration 18Q: 3 clusters Score -1865351 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1865504.000000 Penalty: 4873.273438
	Iteration 19Q: 3 clusters Score -1865504 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1865643.625000 Penalty: 4873.273438
	Iteration 20F: 3 clusters Score -1865644 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1865776.375000 Penalty: 4873.273438
	Iteration 21Q: 3 clusters Score -1865776 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1865890.125000 Penalty: 4873.273438
	Iteration 22Q: 3 clusters Score -1865890 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1865975.875000 Penalty: 4873.273438
	Iteration 23Q: 3 clusters Score -1865976 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1866060.750000 Penalty: 4873.273438
	Iteration 24Q: 3 clusters Score -1866061 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1866131.250000 Penalty: 4873.273438
	Iteration 25Q: 3 clusters Score -1866131 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1866193.000000 Penalty: 4873.273438
	Iteration 26Q: 3 clusters Score -1866193 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1866260.125000 Penalty: 4873.273438
	Iteration 27Q: 3 clusters Score -1866260 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1866299.250000 Penalty: 4873.273438
	Iteration 28Q: 3 clusters Score -1866299 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1866342.875000 Penalty: 4873.273438
	Iteration 29Q: 3 clusters Score -1866343 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1866365.000000 Penalty: 4873.273438
	Iteration 30Q: 3 clusters Score -1866365 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1866389.375000 Penalty: 4873.273438
	Iteration 31Q: 3 clusters Score -1866389 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1866414.250000 Penalty: 4873.273438
	Iteration 32Q: 3 clusters Score -1866414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1866446.500000 Penalty: 4873.273438
	Iteration 33Q: 3 clusters Score -1866446 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1866477.500000 Penalty: 4873.273438
	Iteration 34Q: 3 clusters Score -1866478 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1866499.000000 Penalty: 4873.273438
	Iteration 35Q: 3 clusters Score -1866499 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1866519.500000 Penalty: 4873.273438
	Iteration 36Q: 3 clusters Score -1866520 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1866527.125000 Penalty: 4873.273438
	Iteration 37Q: 3 clusters Score -1866527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1866535.625000 Penalty: 4873.273438
	Iteration 38Q: 3 clusters Score -1866536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1866542.500000 Penalty: 4873.273438
	Iteration 39Q: 3 clusters Score -1866542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1866553.500000 Penalty: 4873.273438
	Iteration 40F: 3 clusters Score -1866554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1866562.250000 Penalty: 4873.273438
	Iteration 41Q: 3 clusters Score -1866562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1866567.375000 Penalty: 4873.273438
	Iteration 42Q: 3 clusters Score -1866567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1866575.375000 Penalty: 4873.273438
	Iteration 43Q: 3 clusters Score -1866575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1866581.000000 Penalty: 4873.273438
	Iteration 44Q: 3 clusters Score -1866581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1866584.250000 Penalty: 4873.273438
	Iteration 45Q: 3 clusters Score -1866584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1866584.750000 Penalty: 4873.273438
	Iteration 46Q: 3 clusters Score -1866585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1866591.625000 Penalty: 4873.273438
	Iteration 47Q: 3 clusters Score -1866592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1866594.000000 Penalty: 4873.273438
	Iteration 48Q: 3 clusters Score -1866594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1866592.500000 Penalty: 4873.273438
	Iteration 49Q: 3 clusters Score -1866592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1866591.125000 Penalty: 4873.273438
	Iteration 50Q: 3 clusters Score -1866591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1866592.625000 Penalty: 4873.273438
	Iteration 51Q: 3 clusters Score -1866593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1866592.250000 Penalty: 4873.273438
	Iteration 52Q: 3 clusters Score -1866592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1866596.500000 Penalty: 4873.273438
	Iteration 53Q: 3 clusters Score -1866596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1866598.750000 Penalty: 4873.273438
	Iteration 54Q: 3 clusters Score -1866599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1866599.750000 Penalty: 4873.273438
	Iteration 55Q: 3 clusters Score -1866600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1866598.250000 Penalty: 4873.273438
	Iteration 56Q: 3 clusters Score -1866598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1866602.625000 Penalty: 4873.273438
	Iteration 57Q: 3 clusters Score -1866603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1866602.000000 Penalty: 4873.273438
	Iteration 58Q: 3 clusters Score -1866602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1866602.000000 Penalty: 4873.273438
	Iteration 59F: 3 clusters Score -1866602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (373414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373414 members 
Entering Unmasked Estep 
Score: -37269012.000000 Penalty: 3181.949951
	Iteration 0F: 2 clusters Score -3.726901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187367 members 
Mstep: Class 2 contains 186047 members 
Entering Unmasked Estep 
Score: -37043420.000000 Penalty: 6363.899902
	Iteration 0F: 3 clusters Score -3.704342e+07 nChanged 181092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201691 members 
Mstep: Class 2 contains 171723 members 
Entering Unmasked Estep 
Score: -37153112.000000 Penalty: 6363.899902
	Iteration 1F: 3 clusters Score -3.715311e+07 nChanged 12674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209817 members 
Mstep: Class 2 contains 163597 members 
Entering Unmasked Estep 
Score: -37156048.000000 Penalty: 6363.899902
	Iteration 2Q: 3 clusters Score -3.715605e+07 nChanged 15795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221596 members 
Mstep: Class 2 contains 151818 members 
Entering Unmasked Estep 
Score: -37160692.000000 Penalty: 6363.899902
	Iteration 3Q: 3 clusters Score -3.716069e+07 nChanged 19630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237766 members 
Mstep: Class 2 contains 135648 members 
Entering Unmasked Estep 
Score: -37169268.000000 Penalty: 6363.899902
	Iteration 4F: 3 clusters Score -3.716927e+07 nChanged 23160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258056 members 
Mstep: Class 2 contains 115358 members 
Entering Unmasked Estep 
Score: -37182628.000000 Penalty: 6363.899902
	Iteration 5F: 3 clusters Score -3.718263e+07 nChanged 24934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280050 members 
Mstep: Class 2 contains 93364 members 
Entering Unmasked Estep 
Score: -37200460.000000 Penalty: 6363.899902
	Iteration 6F: 3 clusters Score -3.720046e+07 nChanged 22921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299265 members 
Mstep: Class 2 contains 74149 members 
Entering Unmasked Estep 
Score: -37218180.000000 Penalty: 6363.899902
	Iteration 7F: 3 clusters Score -3.721818e+07 nChanged 18252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312921 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -37231624.000000 Penalty: 6363.899902
	Iteration 8Q: 3 clusters Score -3.723162e+07 nChanged 13277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321376 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -37241956.000000 Penalty: 6363.899902
	Iteration 9Q: 3 clusters Score -3.724196e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327024 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -37249164.000000 Penalty: 6363.899902
	Iteration 10Q: 3 clusters Score -3.724916e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331691 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -37253520.000000 Penalty: 6363.899902
	Iteration 11Q: 3 clusters Score -3.725352e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335846 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -37256224.000000 Penalty: 6363.899902
	Iteration 12Q: 3 clusters Score -3.725622e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339680 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -37258080.000000 Penalty: 6363.899902
	Iteration 13Q: 3 clusters Score -3.725808e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343233 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -37259364.000000 Penalty: 6363.899902
	Iteration 14Q: 3 clusters Score -3.725936e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346589 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -37260752.000000 Penalty: 6363.899902
	Iteration 15Q: 3 clusters Score -3.726075e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349646 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -37261800.000000 Penalty: 6363.899902
	Iteration 16Q: 3 clusters Score -3.72618e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352556 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -37262744.000000 Penalty: 6363.899902
	Iteration 17Q: 3 clusters Score -3.726274e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355106 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -37263528.000000 Penalty: 6363.899902
	Iteration 18Q: 3 clusters Score -3.726353e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357407 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -37264160.000000 Penalty: 6363.899902
	Iteration 19Q: 3 clusters Score -3.726416e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359483 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -37264868.000000 Penalty: 6363.899902
	Iteration 20F: 3 clusters Score -3.726487e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361298 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -37265504.000000 Penalty: 6363.899902
	Iteration 21Q: 3 clusters Score -3.72655e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362918 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -37265996.000000 Penalty: 6363.899902
	Iteration 22Q: 3 clusters Score -3.7266e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364281 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -37266332.000000 Penalty: 6363.899902
	Iteration 23Q: 3 clusters Score -3.726633e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365396 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -37266600.000000 Penalty: 6363.899902
	Iteration 24Q: 3 clusters Score -3.72666e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366304 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -37266708.000000 Penalty: 6363.899902
	Iteration 25Q: 3 clusters Score -3.726671e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367059 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -37266996.000000 Penalty: 6363.899902
	Iteration 26Q: 3 clusters Score -3.7267e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367702 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -37267108.000000 Penalty: 6363.899902
	Iteration 27Q: 3 clusters Score -3.726711e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368237 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -37267300.000000 Penalty: 6363.899902
	Iteration 28Q: 3 clusters Score -3.72673e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368624 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -37267448.000000 Penalty: 6363.899902
	Iteration 29Q: 3 clusters Score -3.726745e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368936 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -37267544.000000 Penalty: 6363.899902
	Iteration 30Q: 3 clusters Score -3.726754e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369176 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -37267640.000000 Penalty: 6363.899902
	Iteration 31Q: 3 clusters Score -3.726764e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369380 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -37267756.000000 Penalty: 6363.899902
	Iteration 32Q: 3 clusters Score -3.726776e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369509 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -37267864.000000 Penalty: 6363.899902
	Iteration 33Q: 3 clusters Score -3.726786e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369612 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -37267992.000000 Penalty: 6363.899902
	Iteration 34Q: 3 clusters Score -3.726799e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369699 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -37268148.000000 Penalty: 6363.899902
	Iteration 35Q: 3 clusters Score -3.726815e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369784 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -37268212.000000 Penalty: 6363.899902
	Iteration 36Q: 3 clusters Score -3.726821e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369879 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -37268376.000000 Penalty: 6363.899902
	Iteration 37Q: 3 clusters Score -3.726838e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369963 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -37268460.000000 Penalty: 6363.899902
	Iteration 38Q: 3 clusters Score -3.726846e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370013 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -37268608.000000 Penalty: 6363.899902
	Iteration 39Q: 3 clusters Score -3.726861e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370052 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -37269064.000000 Penalty: 6363.899902
	Iteration 40F: 3 clusters Score -3.726906e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369905 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -37269788.000000 Penalty: 6363.899902
	Iteration 41Q: 3 clusters Score -3.726979e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369575 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -37270752.000000 Penalty: 6363.899902
	Iteration 42Q: 3 clusters Score -3.727075e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368997 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -37271856.000000 Penalty: 6363.899902
	Iteration 43Q: 3 clusters Score -3.727186e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368230 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -37273036.000000 Penalty: 6363.899902
	Iteration 44Q: 3 clusters Score -3.727304e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367303 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -37274128.000000 Penalty: 6363.899902
	Iteration 45Q: 3 clusters Score -3.727413e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366345 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -37275140.000000 Penalty: 6363.899902
	Iteration 46Q: 3 clusters Score -3.727514e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365522 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -37275844.000000 Penalty: 6363.899902
	Iteration 47Q: 3 clusters Score -3.727584e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364767 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -37276476.000000 Penalty: 6363.899902
	Iteration 48Q: 3 clusters Score -3.727648e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364140 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -37276888.000000 Penalty: 6363.899902
	Iteration 49Q: 3 clusters Score -3.727689e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363614 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -37277124.000000 Penalty: 6363.899902
	Iteration 50Q: 3 clusters Score -3.727712e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363179 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -37277280.000000 Penalty: 6363.899902
	Iteration 51Q: 3 clusters Score -3.727728e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362793 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -37277508.000000 Penalty: 6363.899902
	Iteration 52Q: 3 clusters Score -3.727751e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362473 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -37277696.000000 Penalty: 6363.899902
	Iteration 53Q: 3 clusters Score -3.72777e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362169 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -37277880.000000 Penalty: 6363.899902
	Iteration 54Q: 3 clusters Score -3.727788e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361905 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -37277916.000000 Penalty: 6363.899902
	Iteration 55Q: 3 clusters Score -3.727792e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361710 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -37277956.000000 Penalty: 6363.899902
	Iteration 56Q: 3 clusters Score -3.727796e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361565 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -37277892.000000 Penalty: 6363.899902
	Iteration 57Q: 3 clusters Score -3.727789e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361437 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -37277944.000000 Penalty: 6363.899902
	Iteration 58Q: 3 clusters Score -3.727794e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361348 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -37278012.000000 Penalty: 6363.899902
	Iteration 59Q: 3 clusters Score -3.727801e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361265 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -37278680.000000 Penalty: 6363.899902
	Iteration 60F: 3 clusters Score -3.727868e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360055 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -37280136.000000 Penalty: 6363.899902
	Iteration 61Q: 3 clusters Score -3.728014e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358667 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -37281724.000000 Penalty: 6363.899902
	Iteration 62Q: 3 clusters Score -3.728172e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357255 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -37282912.000000 Penalty: 6363.899902
	Iteration 63Q: 3 clusters Score -3.728291e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355806 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -37284056.000000 Penalty: 6363.899902
	Iteration 64Q: 3 clusters Score -3.728406e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354397 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -37285240.000000 Penalty: 6363.899902
	Iteration 65Q: 3 clusters Score -3.728524e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353085 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -37286204.000000 Penalty: 6363.899902
	Iteration 66Q: 3 clusters Score -3.72862e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351897 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -37286892.000000 Penalty: 6363.899902
	Iteration 67Q: 3 clusters Score -3.728689e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350800 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -37287432.000000 Penalty: 6363.899902
	Iteration 68Q: 3 clusters Score -3.728743e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349785 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -37287932.000000 Penalty: 6363.899902
	Iteration 69Q: 3 clusters Score -3.728793e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348841 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -37288512.000000 Penalty: 6363.899902
	Iteration 70Q: 3 clusters Score -3.728851e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347945 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -37289048.000000 Penalty: 6363.899902
	Iteration 71Q: 3 clusters Score -3.728905e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347125 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -37289324.000000 Penalty: 6363.899902
	Iteration 72Q: 3 clusters Score -3.728932e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346354 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -37289652.000000 Penalty: 6363.899902
	Iteration 73Q: 3 clusters Score -3.728965e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345596 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -37289916.000000 Penalty: 6363.899902
	Iteration 74Q: 3 clusters Score -3.728992e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344901 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -37290220.000000 Penalty: 6363.899902
	Iteration 75Q: 3 clusters Score -3.729022e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344251 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -37290384.000000 Penalty: 6363.899902
	Iteration 76Q: 3 clusters Score -3.729038e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343675 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -37290656.000000 Penalty: 6363.899902
	Iteration 77Q: 3 clusters Score -3.729066e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343101 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -37290776.000000 Penalty: 6363.899902
	Iteration 78Q: 3 clusters Score -3.729078e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342585 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -37290980.000000 Penalty: 6363.899902
	Iteration 79Q: 3 clusters Score -3.729098e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342132 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -37291396.000000 Penalty: 6363.899902
	Iteration 80F: 3 clusters Score -3.72914e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341353 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -37291828.000000 Penalty: 6363.899902
	Iteration 81Q: 3 clusters Score -3.729183e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340645 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -37292096.000000 Penalty: 6363.899902
	Iteration 82Q: 3 clusters Score -3.72921e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339963 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -37292424.000000 Penalty: 6363.899902
	Iteration 83Q: 3 clusters Score -3.729242e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339320 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -37292612.000000 Penalty: 6363.899902
	Iteration 84Q: 3 clusters Score -3.729261e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338713 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -37292680.000000 Penalty: 6363.899902
	Iteration 85Q: 3 clusters Score -3.729268e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338159 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -37292852.000000 Penalty: 6363.899902
	Iteration 86Q: 3 clusters Score -3.729285e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337649 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -37293064.000000 Penalty: 6363.899902
	Iteration 87Q: 3 clusters Score -3.729306e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337168 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -37293312.000000 Penalty: 6363.899902
	Iteration 88Q: 3 clusters Score -3.729331e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336737 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -37293296.000000 Penalty: 6363.899902
	Iteration 89Q: 3 clusters Score -3.72933e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336297 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -37293408.000000 Penalty: 6363.899902
	Iteration 90Q: 3 clusters Score -3.729341e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335867 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -37293548.000000 Penalty: 6363.899902
	Iteration 91Q: 3 clusters Score -3.729355e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335462 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -37293668.000000 Penalty: 6363.899902
	Iteration 92Q: 3 clusters Score -3.729367e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335085 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -37293704.000000 Penalty: 6363.899902
	Iteration 93Q: 3 clusters Score -3.72937e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334741 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -37293716.000000 Penalty: 6363.899902
	Iteration 94Q: 3 clusters Score -3.729372e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334398 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -37293800.000000 Penalty: 6363.899902
	Iteration 95Q: 3 clusters Score -3.72938e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334077 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -37293792.000000 Penalty: 6363.899902
	Iteration 96Q: 3 clusters Score -3.729379e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333784 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -37293860.000000 Penalty: 6363.899902
	Iteration 97Q: 3 clusters Score -3.729386e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333502 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -37293884.000000 Penalty: 6363.899902
	Iteration 98Q: 3 clusters Score -3.729388e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333253 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -37293920.000000 Penalty: 6363.899902
	Iteration 99Q: 3 clusters Score -3.729392e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332984 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -37293956.000000 Penalty: 6363.899902
	Iteration 100F: 3 clusters Score -3.729396e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332749 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -37294072.000000 Penalty: 6363.899902
	Iteration 101Q: 3 clusters Score -3.729407e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332517 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -37294080.000000 Penalty: 6363.899902
	Iteration 102Q: 3 clusters Score -3.729408e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332326 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -37294036.000000 Penalty: 6363.899902
	Iteration 103Q: 3 clusters Score -3.729404e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332122 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -37294124.000000 Penalty: 6363.899902
	Iteration 104Q: 3 clusters Score -3.729412e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331950 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -37294056.000000 Penalty: 6363.899902
	Iteration 105Q: 3 clusters Score -3.729406e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331809 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -37294120.000000 Penalty: 6363.899902
	Iteration 106Q: 3 clusters Score -3.729412e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331671 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -37294144.000000 Penalty: 6363.899902
	Iteration 107Q: 3 clusters Score -3.729414e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331542 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -37294104.000000 Penalty: 6363.899902
	Iteration 108Q: 3 clusters Score -3.72941e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331428 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -37294112.000000 Penalty: 6363.899902
	Iteration 109Q: 3 clusters Score -3.729411e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331334 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -37294056.000000 Penalty: 6363.899902
	Iteration 110Q: 3 clusters Score -3.729406e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331259 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -37294104.000000 Penalty: 6363.899902
	Iteration 111Q: 3 clusters Score -3.72941e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331189 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -37294112.000000 Penalty: 6363.899902
	Iteration 112Q: 3 clusters Score -3.729411e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331126 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -37294128.000000 Penalty: 6363.899902
	Iteration 113Q: 3 clusters Score -3.729413e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331066 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -37294136.000000 Penalty: 6363.899902
	Iteration 114Q: 3 clusters Score -3.729414e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331012 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -37294148.000000 Penalty: 6363.899902
	Iteration 115Q: 3 clusters Score -3.729415e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330956 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -37294148.000000 Penalty: 6363.899902
	Iteration 116Q: 3 clusters Score -3.729415e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330902 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -37294164.000000 Penalty: 6363.899902
	Iteration 117Q: 3 clusters Score -3.729416e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330851 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -37294148.000000 Penalty: 6363.899902
	Iteration 118Q: 3 clusters Score -3.729415e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330805 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -37294164.000000 Penalty: 6363.899902
	Iteration 119Q: 3 clusters Score -3.729416e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330765 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -37294144.000000 Penalty: 6363.899902
	Iteration 120F: 3 clusters Score -3.729414e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330718 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -37294104.000000 Penalty: 6363.899902
	Iteration 121Q: 3 clusters Score -3.72941e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330681 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -37294100.000000 Penalty: 6363.899902
	Iteration 122Q: 3 clusters Score -3.72941e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330635 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -37294108.000000 Penalty: 6363.899902
	Iteration 123Q: 3 clusters Score -3.729411e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330591 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -37294104.000000 Penalty: 6363.899902
	Iteration 124Q: 3 clusters Score -3.72941e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330547 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -37294140.000000 Penalty: 6363.899902
	Iteration 125Q: 3 clusters Score -3.729414e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330506 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -37294128.000000 Penalty: 6363.899902
	Iteration 126Q: 3 clusters Score -3.729413e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330477 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -37294148.000000 Penalty: 6363.899902
	Iteration 127Q: 3 clusters Score -3.729415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330455 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -37294164.000000 Penalty: 6363.899902
	Iteration 128Q: 3 clusters Score -3.729416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330439 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -37294172.000000 Penalty: 6363.899902
	Iteration 129Q: 3 clusters Score -3.729417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330427 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -37294152.000000 Penalty: 6363.899902
	Iteration 130Q: 3 clusters Score -3.729415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330414 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -37294156.000000 Penalty: 6363.899902
	Iteration 131Q: 3 clusters Score -3.729416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330401 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -37294152.000000 Penalty: 6363.899902
	Iteration 132Q: 3 clusters Score -3.729415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330395 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -37294160.000000 Penalty: 6363.899902
	Iteration 133Q: 3 clusters Score -3.729416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330379 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -37294156.000000 Penalty: 6363.899902
	Iteration 134Q: 3 clusters Score -3.729416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330360 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -37294164.000000 Penalty: 6363.899902
	Iteration 135Q: 3 clusters Score -3.729416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330346 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -37294176.000000 Penalty: 6363.899902
	Iteration 136Q: 3 clusters Score -3.729418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330337 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -37294168.000000 Penalty: 6363.899902
	Iteration 137Q: 3 clusters Score -3.729417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330319 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -37294188.000000 Penalty: 6363.899902
	Iteration 138Q: 3 clusters Score -3.729419e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330293 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -37294184.000000 Penalty: 6363.899902
	Iteration 139Q: 3 clusters Score -3.729418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330273 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -37294216.000000 Penalty: 6363.899902
	Iteration 140F: 3 clusters Score -3.729422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330255 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -37294200.000000 Penalty: 6363.899902
	Iteration 141Q: 3 clusters Score -3.72942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330240 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -37294196.000000 Penalty: 6363.899902
	Iteration 142Q: 3 clusters Score -3.72942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330230 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -37294224.000000 Penalty: 6363.899902
	Iteration 143Q: 3 clusters Score -3.729422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330222 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -37294208.000000 Penalty: 6363.899902
	Iteration 144Q: 3 clusters Score -3.729421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330210 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -37294188.000000 Penalty: 6363.899902
	Iteration 145Q: 3 clusters Score -3.729419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330190 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -37294188.000000 Penalty: 6363.899902
	Iteration 146Q: 3 clusters Score -3.729419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330174 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -37294200.000000 Penalty: 6363.899902
	Iteration 147Q: 3 clusters Score -3.72942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330161 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -37294200.000000 Penalty: 6363.899902
	Iteration 148Q: 3 clusters Score -3.72942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330147 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -37294208.000000 Penalty: 6363.899902
	Iteration 149Q: 3 clusters Score -3.729421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330141 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -37294196.000000 Penalty: 6363.899902
	Iteration 150Q: 3 clusters Score -3.72942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330136 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -37294212.000000 Penalty: 6363.899902
	Iteration 151Q: 3 clusters Score -3.729421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330132 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -37294216.000000 Penalty: 6363.899902
	Iteration 152Q: 3 clusters Score -3.729422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330129 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -37294200.000000 Penalty: 6363.899902
	Iteration 153Q: 3 clusters Score -3.72942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330127 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -37294240.000000 Penalty: 6363.899902
	Iteration 154Q: 3 clusters Score -3.729424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330123 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -37294212.000000 Penalty: 6363.899902
	Iteration 155Q: 3 clusters Score -3.729421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330120 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -37294224.000000 Penalty: 6363.899902
	Iteration 156Q: 3 clusters Score -3.729422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330119 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -37294216.000000 Penalty: 6363.899902
	Iteration 157Q: 3 clusters Score -3.729422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330119 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -37294216.000000 Penalty: 6363.899902
	Iteration 158F: 3 clusters Score -3.729422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 176191 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 6157 members 
Mstep: Class 6 contains 61665 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 35519 members 
Mstep: Class 9 contains 17433 members 
Mstep: Class 10 contains 33447 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 19245 members 
Mstep: Class 13 contains 117517 members 
Mstep: Class 14 contains 18493 members 
Mstep: Class 15 contains 330119 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 22876 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 4242 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 293026 members 
Mstep: Class 23 contains 48922 members 
Mstep: Class 24 contains 16971 members 
Mstep: Class 25 contains 16695 members 
Mstep: Class 26 contains 14478 members 
Mstep: Class 27 contains 207311 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7460 members 
Mstep: Class 30 contains 43362 members 
Mstep: Class 31 contains 21344 members 
Mstep: Class 32 contains 10647 members 
Mstep: Class 33 contains 43295 members 
Entering Unmasked Estep 
Score: -157091952.000000 Penalty: 117006.343750
Splitting cluster 15 changes total score from -157064288.000000 to -157091952.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (2898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Entering Unmasked Estep 
Score: -289935.875000 Penalty: 1977.000488
	Iteration 0F: 2 clusters Score -289935.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -286728.437500 Penalty: 3954.000977
	Iteration 0F: 3 clusters Score -286728.4 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -287377.656250 Penalty: 3954.000977
	Iteration 1F: 3 clusters Score -287377.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -287551.250000 Penalty: 3954.000977
	Iteration 2F: 3 clusters Score -287551.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -287670.437500 Penalty: 3954.000977
	Iteration 3Q: 3 clusters Score -287670.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -287772.562500 Penalty: 3954.000977
	Iteration 4Q: 3 clusters Score -287772.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -287863.812500 Penalty: 3954.000977
	Iteration 5Q: 3 clusters Score -287863.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -287941.312500 Penalty: 3954.000977
	Iteration 6Q: 3 clusters Score -287941.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -288013.437500 Penalty: 3954.000977
	Iteration 7Q: 3 clusters Score -288013.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -288114.093750 Penalty: 3954.000977
	Iteration 8Q: 3 clusters Score -288114.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -288199.062500 Penalty: 3954.000977
	Iteration 9Q: 3 clusters Score -288199.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -288282.937500 Penalty: 3954.000977
	Iteration 10Q: 3 clusters Score -288282.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -288372.375000 Penalty: 3954.000977
	Iteration 11Q: 3 clusters Score -288372.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -288474.656250 Penalty: 3954.000977
	Iteration 12Q: 3 clusters Score -288474.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -288586.062500 Penalty: 3954.000977
	Iteration 13Q: 3 clusters Score -288586.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -288691.937500 Penalty: 3954.000977
	Iteration 14Q: 3 clusters Score -288691.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -288765.406250 Penalty: 3954.000977
	Iteration 15Q: 3 clusters Score -288765.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -288831.343750 Penalty: 3954.000977
	Iteration 16Q: 3 clusters Score -288831.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -288881.281250 Penalty: 3954.000977
	Iteration 17Q: 3 clusters Score -288881.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -288916.406250 Penalty: 3954.000977
	Iteration 18Q: 3 clusters Score -288916.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -288946.031250 Penalty: 3954.000977
	Iteration 19Q: 3 clusters Score -288946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -288965.187500 Penalty: 3954.000977
	Iteration 20F: 3 clusters Score -288965.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -288980.250000 Penalty: 3954.000977
	Iteration 21Q: 3 clusters Score -288980.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -288990.812500 Penalty: 3954.000977
	Iteration 22Q: 3 clusters Score -288990.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -289003.406250 Penalty: 3954.000977
	Iteration 23Q: 3 clusters Score -289003.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -289013.437500 Penalty: 3954.000977
	Iteration 24Q: 3 clusters Score -289013.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -289020.531250 Penalty: 3954.000977
	Iteration 25Q: 3 clusters Score -289020.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -289033.093750 Penalty: 3954.000977
	Iteration 26Q: 3 clusters Score -289033.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -289045.625000 Penalty: 3954.000977
	Iteration 27Q: 3 clusters Score -289045.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -289056.843750 Penalty: 3954.000977
	Iteration 28Q: 3 clusters Score -289056.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -289067.625000 Penalty: 3954.000977
	Iteration 29Q: 3 clusters Score -289067.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -289072.125000 Penalty: 3954.000977
	Iteration 30Q: 3 clusters Score -289072.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -289077.406250 Penalty: 3954.000977
	Iteration 31Q: 3 clusters Score -289077.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -289082.343750 Penalty: 3954.000977
	Iteration 32Q: 3 clusters Score -289082.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -289087.843750 Penalty: 3954.000977
	Iteration 33Q: 3 clusters Score -289087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -289090.906250 Penalty: 3954.000977
	Iteration 34Q: 3 clusters Score -289090.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -289091.562500 Penalty: 3954.000977
	Iteration 35Q: 3 clusters Score -289091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -289093.000000 Penalty: 3954.000977
	Iteration 36Q: 3 clusters Score -289093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -289093.000000 Penalty: 3954.000977
	Iteration 37F: 3 clusters Score -289093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Entering Unmasked Estep 
Score: -2237642.500000 Penalty: 2489.385254
	Iteration 0F: 2 clusters Score -2237642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2221728.250000 Penalty: 4978.770508
	Iteration 0F: 3 clusters Score -2221728 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2227120.000000 Penalty: 4978.770508
	Iteration 1F: 3 clusters Score -2227120 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2227651.750000 Penalty: 4978.770508
	Iteration 2F: 3 clusters Score -2227652 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2228347.750000 Penalty: 4978.770508
	Iteration 3Q: 3 clusters Score -2228348 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2229142.000000 Penalty: 4978.770508
	Iteration 4F: 3 clusters Score -2229142 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2229909.000000 Penalty: 4978.770508
	Iteration 5F: 3 clusters Score -2229909 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2230731.000000 Penalty: 4978.770508
	Iteration 6F: 3 clusters Score -2230731 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2231671.250000 Penalty: 4978.770508
	Iteration 7F: 3 clusters Score -2231671 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2232658.750000 Penalty: 4978.770508
	Iteration 8F: 3 clusters Score -2232659 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2233631.500000 Penalty: 4978.770508
	Iteration 9F: 3 clusters Score -2233632 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2234405.750000 Penalty: 4978.770508
	Iteration 10F: 3 clusters Score -2234406 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2234984.500000 Penalty: 4978.770508
	Iteration 11Q: 3 clusters Score -2234984 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2235408.250000 Penalty: 4978.770508
	Iteration 12Q: 3 clusters Score -2235408 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2235721.000000 Penalty: 4978.770508
	Iteration 13Q: 3 clusters Score -2235721 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2235971.750000 Penalty: 4978.770508
	Iteration 14Q: 3 clusters Score -2235972 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2236194.750000 Penalty: 4978.770508
	Iteration 15Q: 3 clusters Score -2236195 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2236423.250000 Penalty: 4978.770508
	Iteration 16Q: 3 clusters Score -2236423 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2236652.750000 Penalty: 4978.770508
	Iteration 17Q: 3 clusters Score -2236653 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2236871.250000 Penalty: 4978.770508
	Iteration 18Q: 3 clusters Score -2236871 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2237052.250000 Penalty: 4978.770508
	Iteration 19Q: 3 clusters Score -2237052 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2237239.000000 Penalty: 4978.770508
	Iteration 20F: 3 clusters Score -2237239 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2237393.750000 Penalty: 4978.770508
	Iteration 21Q: 3 clusters Score -2237394 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2237553.750000 Penalty: 4978.770508
	Iteration 22Q: 3 clusters Score -2237554 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2237713.500000 Penalty: 4978.770508
	Iteration 23Q: 3 clusters Score -2237714 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2237869.250000 Penalty: 4978.770508
	Iteration 24Q: 3 clusters Score -2237869 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2237981.500000 Penalty: 4978.770508
	Iteration 25Q: 3 clusters Score -2237982 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2238058.250000 Penalty: 4978.770508
	Iteration 26Q: 3 clusters Score -2238058 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2238127.500000 Penalty: 4978.770508
	Iteration 27Q: 3 clusters Score -2238128 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2238186.500000 Penalty: 4978.770508
	Iteration 28Q: 3 clusters Score -2238186 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2238236.750000 Penalty: 4978.770508
	Iteration 29Q: 3 clusters Score -2238237 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2238264.500000 Penalty: 4978.770508
	Iteration 30Q: 3 clusters Score -2238264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2238300.750000 Penalty: 4978.770508
	Iteration 31Q: 3 clusters Score -2238301 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2238310.000000 Penalty: 4978.770508
	Iteration 32Q: 3 clusters Score -2238310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2238316.500000 Penalty: 4978.770508
	Iteration 33Q: 3 clusters Score -2238316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2238323.000000 Penalty: 4978.770508
	Iteration 34Q: 3 clusters Score -2238323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2238328.750000 Penalty: 4978.770508
	Iteration 35Q: 3 clusters Score -2238329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2238332.000000 Penalty: 4978.770508
	Iteration 36Q: 3 clusters Score -2238332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2238338.750000 Penalty: 4978.770508
	Iteration 37Q: 3 clusters Score -2238339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2238339.000000 Penalty: 4978.770508
	Iteration 38Q: 3 clusters Score -2238339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2238340.750000 Penalty: 4978.770508
	Iteration 39Q: 3 clusters Score -2238341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2238340.750000 Penalty: 4978.770508
	Iteration 40F: 3 clusters Score -2238341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 176191 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 6157 members 
Mstep: Class 6 contains 61665 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 35519 members 
Mstep: Class 9 contains 17433 members 
Mstep: Class 10 contains 33447 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 19245 members 
Mstep: Class 13 contains 117517 members 
Mstep: Class 14 contains 18493 members 
Mstep: Class 15 contains 330119 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 21623 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 4242 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 293026 members 
Mstep: Class 23 contains 48922 members 
Mstep: Class 24 contains 16971 members 
Mstep: Class 25 contains 16695 members 
Mstep: Class 26 contains 14478 members 
Mstep: Class 27 contains 207311 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7460 members 
Mstep: Class 30 contains 43362 members 
Mstep: Class 31 contains 21344 members 
Mstep: Class 32 contains 10647 members 
Mstep: Class 33 contains 43295 members 
Mstep: Class 34 contains 1253 members 
Entering Unmasked Estep 
Score: -157090784.000000 Penalty: 120551.992188
Splitting cluster 17 changes total score from -157064288.000000 to -157090784.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (3049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Entering Unmasked Estep 
Score: -285248.218750 Penalty: 1989.597046
	Iteration 0F: 2 clusters Score -285248.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -281979.625000 Penalty: 3979.194092
	Iteration 0F: 3 clusters Score -281979.6 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -282747.687500 Penalty: 3979.194092
	Iteration 1F: 3 clusters Score -282747.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -283050.812500 Penalty: 3979.194092
	Iteration 2F: 3 clusters Score -283050.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -283268.187500 Penalty: 3979.194092
	Iteration 3F: 3 clusters Score -283268.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -283407.000000 Penalty: 3979.194092
	Iteration 4Q: 3 clusters Score -283407 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -283497.375000 Penalty: 3979.194092
	Iteration 5Q: 3 clusters Score -283497.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -283577.187500 Penalty: 3979.194092
	Iteration 6Q: 3 clusters Score -283577.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -283652.343750 Penalty: 3979.194092
	Iteration 7Q: 3 clusters Score -283652.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -283713.531250 Penalty: 3979.194092
	Iteration 8Q: 3 clusters Score -283713.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -283780.843750 Penalty: 3979.194092
	Iteration 9Q: 3 clusters Score -283780.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -283842.031250 Penalty: 3979.194092
	Iteration 10Q: 3 clusters Score -283842 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -283901.156250 Penalty: 3979.194092
	Iteration 11Q: 3 clusters Score -283901.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -283953.937500 Penalty: 3979.194092
	Iteration 12Q: 3 clusters Score -283953.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -283990.968750 Penalty: 3979.194092
	Iteration 13Q: 3 clusters Score -283991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -284018.437500 Penalty: 3979.194092
	Iteration 14Q: 3 clusters Score -284018.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -284040.906250 Penalty: 3979.194092
	Iteration 15Q: 3 clusters Score -284040.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -284073.781250 Penalty: 3979.194092
	Iteration 16Q: 3 clusters Score -284073.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -284111.343750 Penalty: 3979.194092
	Iteration 17Q: 3 clusters Score -284111.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -284153.125000 Penalty: 3979.194092
	Iteration 18Q: 3 clusters Score -284153.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -284195.187500 Penalty: 3979.194092
	Iteration 19Q: 3 clusters Score -284195.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -284228.750000 Penalty: 3979.194092
	Iteration 20F: 3 clusters Score -284228.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -284256.281250 Penalty: 3979.194092
	Iteration 21Q: 3 clusters Score -284256.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -284284.187500 Penalty: 3979.194092
	Iteration 22Q: 3 clusters Score -284284.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -284301.812500 Penalty: 3979.194092
	Iteration 23Q: 3 clusters Score -284301.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -284318.312500 Penalty: 3979.194092
	Iteration 24Q: 3 clusters Score -284318.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -284332.843750 Penalty: 3979.194092
	Iteration 25Q: 3 clusters Score -284332.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -284345.281250 Penalty: 3979.194092
	Iteration 26Q: 3 clusters Score -284345.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -284357.843750 Penalty: 3979.194092
	Iteration 27Q: 3 clusters Score -284357.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -284371.781250 Penalty: 3979.194092
	Iteration 28Q: 3 clusters Score -284371.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -284381.625000 Penalty: 3979.194092
	Iteration 29Q: 3 clusters Score -284381.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -284389.281250 Penalty: 3979.194092
	Iteration 30Q: 3 clusters Score -284389.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -284397.843750 Penalty: 3979.194092
	Iteration 31Q: 3 clusters Score -284397.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -284412.343750 Penalty: 3979.194092
	Iteration 32Q: 3 clusters Score -284412.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -284427.593750 Penalty: 3979.194092
	Iteration 33Q: 3 clusters Score -284427.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -284445.562500 Penalty: 3979.194092
	Iteration 34Q: 3 clusters Score -284445.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -284460.031250 Penalty: 3979.194092
	Iteration 35Q: 3 clusters Score -284460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -284478.125000 Penalty: 3979.194092
	Iteration 36Q: 3 clusters Score -284478.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -284508.656250 Penalty: 3979.194092
	Iteration 37Q: 3 clusters Score -284508.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -284543.843750 Penalty: 3979.194092
	Iteration 38Q: 3 clusters Score -284543.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -284568.593750 Penalty: 3979.194092
	Iteration 39Q: 3 clusters Score -284568.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -284584.687500 Penalty: 3979.194092
	Iteration 40F: 3 clusters Score -284584.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -284592.812500 Penalty: 3979.194092
	Iteration 41Q: 3 clusters Score -284592.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -284597.468750 Penalty: 3979.194092
	Iteration 42Q: 3 clusters Score -284597.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -284601.875000 Penalty: 3979.194092
	Iteration 43Q: 3 clusters Score -284601.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -284607.625000 Penalty: 3979.194092
	Iteration 44Q: 3 clusters Score -284607.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -284621.656250 Penalty: 3979.194092
	Iteration 45Q: 3 clusters Score -284621.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -284640.062500 Penalty: 3979.194092
	Iteration 46Q: 3 clusters Score -284640.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -284656.343750 Penalty: 3979.194092
	Iteration 47Q: 3 clusters Score -284656.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -284665.000000 Penalty: 3979.194092
	Iteration 48Q: 3 clusters Score -284665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -284672.468750 Penalty: 3979.194092
	Iteration 49Q: 3 clusters Score -284672.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -284678.093750 Penalty: 3979.194092
	Iteration 50Q: 3 clusters Score -284678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -284679.093750 Penalty: 3979.194092
	Iteration 51Q: 3 clusters Score -284679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -284680.156250 Penalty: 3979.194092
	Iteration 52Q: 3 clusters Score -284680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -284680.156250 Penalty: 3979.194092
	Iteration 53F: 3 clusters Score -284680.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -473717.875000 Penalty: 2088.110596
	Iteration 0F: 2 clusters Score -473717.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -469473.187500 Penalty: 4176.221191
	Iteration 0F: 3 clusters Score -469473.2 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -470416.250000 Penalty: 4176.221191
	Iteration 1F: 3 clusters Score -470416.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -470604.000000 Penalty: 4176.221191
	Iteration 2F: 3 clusters Score -470604 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -470721.906250 Penalty: 4176.221191
	Iteration 3Q: 3 clusters Score -470721.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -470804.781250 Penalty: 4176.221191
	Iteration 4Q: 3 clusters Score -470804.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -470866.937500 Penalty: 4176.221191
	Iteration 5Q: 3 clusters Score -470866.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -470916.906250 Penalty: 4176.221191
	Iteration 6Q: 3 clusters Score -470916.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -470958.718750 Penalty: 4176.221191
	Iteration 7Q: 3 clusters Score -470958.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -470992.093750 Penalty: 4176.221191
	Iteration 8Q: 3 clusters Score -470992.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -471020.468750 Penalty: 4176.221191
	Iteration 9Q: 3 clusters Score -471020.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -471052.375000 Penalty: 4176.221191
	Iteration 10Q: 3 clusters Score -471052.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -471083.125000 Penalty: 4176.221191
	Iteration 11Q: 3 clusters Score -471083.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -471105.187500 Penalty: 4176.221191
	Iteration 12Q: 3 clusters Score -471105.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -471124.937500 Penalty: 4176.221191
	Iteration 13Q: 3 clusters Score -471124.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -471145.125000 Penalty: 4176.221191
	Iteration 14Q: 3 clusters Score -471145.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -471169.093750 Penalty: 4176.221191
	Iteration 15Q: 3 clusters Score -471169.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -471198.156250 Penalty: 4176.221191
	Iteration 16Q: 3 clusters Score -471198.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -471229.468750 Penalty: 4176.221191
	Iteration 17Q: 3 clusters Score -471229.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -471249.875000 Penalty: 4176.221191
	Iteration 18Q: 3 clusters Score -471249.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -471270.062500 Penalty: 4176.221191
	Iteration 19Q: 3 clusters Score -471270.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -471292.187500 Penalty: 4176.221191
	Iteration 20F: 3 clusters Score -471292.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -471307.500000 Penalty: 4176.221191
	Iteration 21Q: 3 clusters Score -471307.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -471319.656250 Penalty: 4176.221191
	Iteration 22Q: 3 clusters Score -471319.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -471332.781250 Penalty: 4176.221191
	Iteration 23Q: 3 clusters Score -471332.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -471346.843750 Penalty: 4176.221191
	Iteration 24Q: 3 clusters Score -471346.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -471364.375000 Penalty: 4176.221191
	Iteration 25Q: 3 clusters Score -471364.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -471382.593750 Penalty: 4176.221191
	Iteration 26Q: 3 clusters Score -471382.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -471407.875000 Penalty: 4176.221191
	Iteration 27Q: 3 clusters Score -471407.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -471437.656250 Penalty: 4176.221191
	Iteration 28Q: 3 clusters Score -471437.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -471465.468750 Penalty: 4176.221191
	Iteration 29Q: 3 clusters Score -471465.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -471499.500000 Penalty: 4176.221191
	Iteration 30Q: 3 clusters Score -471499.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -471543.406250 Penalty: 4176.221191
	Iteration 31Q: 3 clusters Score -471543.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -471582.968750 Penalty: 4176.221191
	Iteration 32Q: 3 clusters Score -471583 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -471615.250000 Penalty: 4176.221191
	Iteration 33Q: 3 clusters Score -471615.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -471653.531250 Penalty: 4176.221191
	Iteration 34Q: 3 clusters Score -471653.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -471692.218750 Penalty: 4176.221191
	Iteration 35Q: 3 clusters Score -471692.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -471748.343750 Penalty: 4176.221191
	Iteration 36Q: 3 clusters Score -471748.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -471806.687500 Penalty: 4176.221191
	Iteration 37Q: 3 clusters Score -471806.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -471848.093750 Penalty: 4176.221191
	Iteration 38Q: 3 clusters Score -471848.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -471874.781250 Penalty: 4176.221191
	Iteration 39Q: 3 clusters Score -471874.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -471893.937500 Penalty: 4176.221191
	Iteration 40F: 3 clusters Score -471893.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -471912.593750 Penalty: 4176.221191
	Iteration 41Q: 3 clusters Score -471912.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -471928.968750 Penalty: 4176.221191
	Iteration 42Q: 3 clusters Score -471929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -471945.125000 Penalty: 4176.221191
	Iteration 43Q: 3 clusters Score -471945.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -471953.000000 Penalty: 4176.221191
	Iteration 44Q: 3 clusters Score -471953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -471959.875000 Penalty: 4176.221191
	Iteration 45Q: 3 clusters Score -471959.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -471963.593750 Penalty: 4176.221191
	Iteration 46Q: 3 clusters Score -471963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -471965.500000 Penalty: 4176.221191
	Iteration 47Q: 3 clusters Score -471965.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -471968.000000 Penalty: 4176.221191
	Iteration 48Q: 3 clusters Score -471968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -471971.156250 Penalty: 4176.221191
	Iteration 49Q: 3 clusters Score -471971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -471974.500000 Penalty: 4176.221191
	Iteration 50Q: 3 clusters Score -471974.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -471975.625000 Penalty: 4176.221191
	Iteration 51Q: 3 clusters Score -471975.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -471978.406250 Penalty: 4176.221191
	Iteration 52Q: 3 clusters Score -471978.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -471984.531250 Penalty: 4176.221191
	Iteration 53Q: 3 clusters Score -471984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -471986.437500 Penalty: 4176.221191
	Iteration 54Q: 3 clusters Score -471986.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -471988.812500 Penalty: 4176.221191
	Iteration 55Q: 3 clusters Score -471988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -471990.468750 Penalty: 4176.221191
	Iteration 56Q: 3 clusters Score -471990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -471990.468750 Penalty: 4176.221191
	Iteration 57F: 3 clusters Score -471990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Entering Unmasked Estep 
Score: -421217.406250 Penalty: 2071.491943
	Iteration 0F: 2 clusters Score -421217.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -417172.656250 Penalty: 4142.983887
	Iteration 0F: 3 clusters Score -417172.7 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -418087.343750 Penalty: 4142.983887
	Iteration 1F: 3 clusters Score -418087.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -418260.656250 Penalty: 4142.983887
	Iteration 2F: 3 clusters Score -418260.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -418359.843750 Penalty: 4142.983887
	Iteration 3Q: 3 clusters Score -418359.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -418432.312500 Penalty: 4142.983887
	Iteration 4Q: 3 clusters Score -418432.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -418485.937500 Penalty: 4142.983887
	Iteration 5Q: 3 clusters Score -418485.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -418548.218750 Penalty: 4142.983887
	Iteration 6Q: 3 clusters Score -418548.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -418585.468750 Penalty: 4142.983887
	Iteration 7Q: 3 clusters Score -418585.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -418626.718750 Penalty: 4142.983887
	Iteration 8Q: 3 clusters Score -418626.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -418680.281250 Penalty: 4142.983887
	Iteration 9Q: 3 clusters Score -418680.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -418748.593750 Penalty: 4142.983887
	Iteration 10Q: 3 clusters Score -418748.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -418835.156250 Penalty: 4142.983887
	Iteration 11Q: 3 clusters Score -418835.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -418948.843750 Penalty: 4142.983887
	Iteration 12Q: 3 clusters Score -418948.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -419123.093750 Penalty: 4142.983887
	Iteration 13Q: 3 clusters Score -419123.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -419361.062500 Penalty: 4142.983887
	Iteration 14Q: 3 clusters Score -419361.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -419590.656250 Penalty: 4142.983887
	Iteration 15Q: 3 clusters Score -419590.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -419797.781250 Penalty: 4142.983887
	Iteration 16Q: 3 clusters Score -419797.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -419978.031250 Penalty: 4142.983887
	Iteration 17Q: 3 clusters Score -419978 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -420132.000000 Penalty: 4142.983887
	Iteration 18Q: 3 clusters Score -420132 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -420275.687500 Penalty: 4142.983887
	Iteration 19Q: 3 clusters Score -420275.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -420407.000000 Penalty: 4142.983887
	Iteration 20F: 3 clusters Score -420407 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -420497.281250 Penalty: 4142.983887
	Iteration 21Q: 3 clusters Score -420497.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -420549.656250 Penalty: 4142.983887
	Iteration 22Q: 3 clusters Score -420549.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -420578.156250 Penalty: 4142.983887
	Iteration 23Q: 3 clusters Score -420578.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -420595.312500 Penalty: 4142.983887
	Iteration 24Q: 3 clusters Score -420595.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -420604.437500 Penalty: 4142.983887
	Iteration 25Q: 3 clusters Score -420604.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -420608.968750 Penalty: 4142.983887
	Iteration 26Q: 3 clusters Score -420609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -420610.312500 Penalty: 4142.983887
	Iteration 27Q: 3 clusters Score -420610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -420611.156250 Penalty: 4142.983887
	Iteration 28Q: 3 clusters Score -420611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -420611.156250 Penalty: 4142.983887
	Iteration 29F: 3 clusters Score -420611.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Entering Unmasked Estep 
Score: -744198.187500 Penalty: 2210.226562
	Iteration 0F: 2 clusters Score -744198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -738157.125000 Penalty: 4420.453125
	Iteration 0F: 3 clusters Score -738157.1 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -739754.875000 Penalty: 4420.453125
	Iteration 1F: 3 clusters Score -739754.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -739982.750000 Penalty: 4420.453125
	Iteration 2F: 3 clusters Score -739982.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -740140.000000 Penalty: 4420.453125
	Iteration 3Q: 3 clusters Score -740140 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -740264.312500 Penalty: 4420.453125
	Iteration 4Q: 3 clusters Score -740264.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -740372.687500 Penalty: 4420.453125
	Iteration 5Q: 3 clusters Score -740372.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -740477.437500 Penalty: 4420.453125
	Iteration 6Q: 3 clusters Score -740477.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -740602.000000 Penalty: 4420.453125
	Iteration 7Q: 3 clusters Score -740602 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -740730.312500 Penalty: 4420.453125
	Iteration 8Q: 3 clusters Score -740730.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -740858.000000 Penalty: 4420.453125
	Iteration 9Q: 3 clusters Score -740858 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -740990.000000 Penalty: 4420.453125
	Iteration 10Q: 3 clusters Score -740990 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -741118.250000 Penalty: 4420.453125
	Iteration 11Q: 3 clusters Score -741118.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -741234.812500 Penalty: 4420.453125
	Iteration 12Q: 3 clusters Score -741234.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -741341.625000 Penalty: 4420.453125
	Iteration 13Q: 3 clusters Score -741341.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -741449.125000 Penalty: 4420.453125
	Iteration 14Q: 3 clusters Score -741449.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -741552.312500 Penalty: 4420.453125
	Iteration 15Q: 3 clusters Score -741552.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -741629.062500 Penalty: 4420.453125
	Iteration 16Q: 3 clusters Score -741629.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -741711.312500 Penalty: 4420.453125
	Iteration 17Q: 3 clusters Score -741711.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -741800.937500 Penalty: 4420.453125
	Iteration 18Q: 3 clusters Score -741800.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -741875.750000 Penalty: 4420.453125
	Iteration 19Q: 3 clusters Score -741875.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -741930.687500 Penalty: 4420.453125
	Iteration 20F: 3 clusters Score -741930.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -741978.187500 Penalty: 4420.453125
	Iteration 21Q: 3 clusters Score -741978.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -742014.875000 Penalty: 4420.453125
	Iteration 22Q: 3 clusters Score -742014.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -742043.437500 Penalty: 4420.453125
	Iteration 23Q: 3 clusters Score -742043.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -742064.062500 Penalty: 4420.453125
	Iteration 24Q: 3 clusters Score -742064.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -742082.437500 Penalty: 4420.453125
	Iteration 25Q: 3 clusters Score -742082.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -742095.937500 Penalty: 4420.453125
	Iteration 26Q: 3 clusters Score -742095.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -742103.687500 Penalty: 4420.453125
	Iteration 27Q: 3 clusters Score -742103.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -742113.375000 Penalty: 4420.453125
	Iteration 28Q: 3 clusters Score -742113.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -742123.625000 Penalty: 4420.453125
	Iteration 29Q: 3 clusters Score -742123.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -742130.250000 Penalty: 4420.453125
	Iteration 30Q: 3 clusters Score -742130.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -742135.750000 Penalty: 4420.453125
	Iteration 31Q: 3 clusters Score -742135.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -742147.562500 Penalty: 4420.453125
	Iteration 32Q: 3 clusters Score -742147.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -742157.875000 Penalty: 4420.453125
	Iteration 33Q: 3 clusters Score -742157.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -742169.812500 Penalty: 4420.453125
	Iteration 34Q: 3 clusters Score -742169.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -742177.250000 Penalty: 4420.453125
	Iteration 35Q: 3 clusters Score -742177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -742185.125000 Penalty: 4420.453125
	Iteration 36Q: 3 clusters Score -742185.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -742191.000000 Penalty: 4420.453125
	Iteration 37Q: 3 clusters Score -742191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -742197.750000 Penalty: 4420.453125
	Iteration 38Q: 3 clusters Score -742197.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -742204.750000 Penalty: 4420.453125
	Iteration 39Q: 3 clusters Score -742204.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -742212.625000 Penalty: 4420.453125
	Iteration 40F: 3 clusters Score -742212.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -742219.750000 Penalty: 4420.453125
	Iteration 41Q: 3 clusters Score -742219.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -742226.500000 Penalty: 4420.453125
	Iteration 42Q: 3 clusters Score -742226.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -742233.937500 Penalty: 4420.453125
	Iteration 43Q: 3 clusters Score -742233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -742239.875000 Penalty: 4420.453125
	Iteration 44Q: 3 clusters Score -742239.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -742241.562500 Penalty: 4420.453125
	Iteration 45Q: 3 clusters Score -742241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -742241.875000 Penalty: 4420.453125
	Iteration 46Q: 3 clusters Score -742241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -742243.312500 Penalty: 4420.453125
	Iteration 47Q: 3 clusters Score -742243.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -742243.312500 Penalty: 4420.453125
	Iteration 48F: 3 clusters Score -742243.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (293026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293026 members 
Entering Unmasked Estep 
Score: -29312208.000000 Penalty: 3121.828125
	Iteration 0F: 2 clusters Score -2.931221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146534 members 
Mstep: Class 2 contains 146492 members 
Entering Unmasked Estep 
Score: -29126228.000000 Penalty: 6243.656250
	Iteration 0F: 3 clusters Score -2.912623e+07 nChanged 142104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149196 members 
Mstep: Class 2 contains 143830 members 
Entering Unmasked Estep 
Score: -29212000.000000 Penalty: 6243.656250
	Iteration 1F: 3 clusters Score -2.9212e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151022 members 
Mstep: Class 2 contains 142004 members 
Entering Unmasked Estep 
Score: -29214014.000000 Penalty: 6243.656250
	Iteration 2Q: 3 clusters Score -2.921401e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153810 members 
Mstep: Class 2 contains 139216 members 
Entering Unmasked Estep 
Score: -29218212.000000 Penalty: 6243.656250
	Iteration 3Q: 3 clusters Score -2.921821e+07 nChanged 13345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157931 members 
Mstep: Class 2 contains 135095 members 
Entering Unmasked Estep 
Score: -29224154.000000 Penalty: 6243.656250
	Iteration 4Q: 3 clusters Score -2.922415e+07 nChanged 16035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163370 members 
Mstep: Class 2 contains 129656 members 
Entering Unmasked Estep 
Score: -29233254.000000 Penalty: 6243.656250
	Iteration 5F: 3 clusters Score -2.923325e+07 nChanged 18580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169786 members 
Mstep: Class 2 contains 123240 members 
Entering Unmasked Estep 
Score: -29245386.000000 Penalty: 6243.656250
	Iteration 6F: 3 clusters Score -2.924539e+07 nChanged 19479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175835 members 
Mstep: Class 2 contains 117191 members 
Entering Unmasked Estep 
Score: -29258346.000000 Penalty: 6243.656250
	Iteration 7F: 3 clusters Score -2.925835e+07 nChanged 18386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180313 members 
Mstep: Class 2 contains 112713 members 
Entering Unmasked Estep 
Score: -29270738.000000 Penalty: 6243.656250
	Iteration 8F: 3 clusters Score -2.927074e+07 nChanged 15860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183139 members 
Mstep: Class 2 contains 109887 members 
Entering Unmasked Estep 
Score: -29280084.000000 Penalty: 6243.656250
	Iteration 9F: 3 clusters Score -2.928008e+07 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185184 members 
Mstep: Class 2 contains 107842 members 
Entering Unmasked Estep 
Score: -29286068.000000 Penalty: 6243.656250
	Iteration 10Q: 3 clusters Score -2.928607e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187354 members 
Mstep: Class 2 contains 105672 members 
Entering Unmasked Estep 
Score: -29289338.000000 Penalty: 6243.656250
	Iteration 11Q: 3 clusters Score -2.928934e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189919 members 
Mstep: Class 2 contains 103107 members 
Entering Unmasked Estep 
Score: -29291102.000000 Penalty: 6243.656250
	Iteration 12Q: 3 clusters Score -2.92911e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192951 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -29292764.000000 Penalty: 6243.656250
	Iteration 13Q: 3 clusters Score -2.929276e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196183 members 
Mstep: Class 2 contains 96843 members 
Entering Unmasked Estep 
Score: -29294340.000000 Penalty: 6243.656250
	Iteration 14Q: 3 clusters Score -2.929434e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199606 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -29295860.000000 Penalty: 6243.656250
	Iteration 15Q: 3 clusters Score -2.929586e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203075 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -29297508.000000 Penalty: 6243.656250
	Iteration 16Q: 3 clusters Score -2.929751e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206653 members 
Mstep: Class 2 contains 86373 members 
Entering Unmasked Estep 
Score: -29299424.000000 Penalty: 6243.656250
	Iteration 17Q: 3 clusters Score -2.929942e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210188 members 
Mstep: Class 2 contains 82838 members 
Entering Unmasked Estep 
Score: -29301186.000000 Penalty: 6243.656250
	Iteration 18Q: 3 clusters Score -2.930119e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213609 members 
Mstep: Class 2 contains 79417 members 
Entering Unmasked Estep 
Score: -29302740.000000 Penalty: 6243.656250
	Iteration 19Q: 3 clusters Score -2.930274e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216799 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -29303948.000000 Penalty: 6243.656250
	Iteration 20F: 3 clusters Score -2.930395e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219789 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -29304752.000000 Penalty: 6243.656250
	Iteration 21Q: 3 clusters Score -2.930475e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222529 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -29305536.000000 Penalty: 6243.656250
	Iteration 22Q: 3 clusters Score -2.930554e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225016 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -29305944.000000 Penalty: 6243.656250
	Iteration 23Q: 3 clusters Score -2.930594e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227350 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -29306374.000000 Penalty: 6243.656250
	Iteration 24Q: 3 clusters Score -2.930637e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229528 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -29306782.000000 Penalty: 6243.656250
	Iteration 25Q: 3 clusters Score -2.930678e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231566 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -29307064.000000 Penalty: 6243.656250
	Iteration 26Q: 3 clusters Score -2.930706e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233508 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -29307484.000000 Penalty: 6243.656250
	Iteration 27Q: 3 clusters Score -2.930748e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235376 members 
Mstep: Class 2 contains 57650 members 
Entering Unmasked Estep 
Score: -29307754.000000 Penalty: 6243.656250
	Iteration 28Q: 3 clusters Score -2.930775e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237190 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -29308060.000000 Penalty: 6243.656250
	Iteration 29Q: 3 clusters Score -2.930806e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238942 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -29308200.000000 Penalty: 6243.656250
	Iteration 30Q: 3 clusters Score -2.93082e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240575 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -29308286.000000 Penalty: 6243.656250
	Iteration 31Q: 3 clusters Score -2.930829e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242031 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -29308276.000000 Penalty: 6243.656250
	Iteration 32Q: 3 clusters Score -2.930828e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243309 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -29308328.000000 Penalty: 6243.656250
	Iteration 33Q: 3 clusters Score -2.930833e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244477 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -29308434.000000 Penalty: 6243.656250
	Iteration 34Q: 3 clusters Score -2.930843e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245593 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -29308476.000000 Penalty: 6243.656250
	Iteration 35Q: 3 clusters Score -2.930848e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246624 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -29308510.000000 Penalty: 6243.656250
	Iteration 36Q: 3 clusters Score -2.930851e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247592 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -29308582.000000 Penalty: 6243.656250
	Iteration 37Q: 3 clusters Score -2.930858e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248530 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -29308502.000000 Penalty: 6243.656250
	Iteration 38Q: 3 clusters Score -2.93085e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249422 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -29308502.000000 Penalty: 6243.656250
	Iteration 39Q: 3 clusters Score -2.93085e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250250 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -29308426.000000 Penalty: 6243.656250
	Iteration 40F: 3 clusters Score -2.930843e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251054 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -29308562.000000 Penalty: 6243.656250
	Iteration 41Q: 3 clusters Score -2.930856e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251833 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -29308580.000000 Penalty: 6243.656250
	Iteration 42Q: 3 clusters Score -2.930858e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252601 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -29308552.000000 Penalty: 6243.656250
	Iteration 43Q: 3 clusters Score -2.930855e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253306 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -29308480.000000 Penalty: 6243.656250
	Iteration 44Q: 3 clusters Score -2.930848e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253992 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -29308426.000000 Penalty: 6243.656250
	Iteration 45Q: 3 clusters Score -2.930843e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254638 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -29308398.000000 Penalty: 6243.656250
	Iteration 46Q: 3 clusters Score -2.93084e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255261 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -29308354.000000 Penalty: 6243.656250
	Iteration 47Q: 3 clusters Score -2.930835e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255874 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -29308348.000000 Penalty: 6243.656250
	Iteration 48Q: 3 clusters Score -2.930835e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256452 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -29308314.000000 Penalty: 6243.656250
	Iteration 49Q: 3 clusters Score -2.930831e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256990 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -29308420.000000 Penalty: 6243.656250
	Iteration 50Q: 3 clusters Score -2.930842e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257524 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -29308434.000000 Penalty: 6243.656250
	Iteration 51Q: 3 clusters Score -2.930843e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258087 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -29308342.000000 Penalty: 6243.656250
	Iteration 52Q: 3 clusters Score -2.930834e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258622 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -29308402.000000 Penalty: 6243.656250
	Iteration 53Q: 3 clusters Score -2.93084e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259109 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -29308332.000000 Penalty: 6243.656250
	Iteration 54Q: 3 clusters Score -2.930833e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259551 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -29308360.000000 Penalty: 6243.656250
	Iteration 55Q: 3 clusters Score -2.930836e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259981 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -29308482.000000 Penalty: 6243.656250
	Iteration 56Q: 3 clusters Score -2.930848e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260432 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -29308498.000000 Penalty: 6243.656250
	Iteration 57Q: 3 clusters Score -2.93085e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260876 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -29308476.000000 Penalty: 6243.656250
	Iteration 58Q: 3 clusters Score -2.930848e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261292 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -29308538.000000 Penalty: 6243.656250
	Iteration 59Q: 3 clusters Score -2.930854e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261709 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -29308486.000000 Penalty: 6243.656250
	Iteration 60F: 3 clusters Score -2.930849e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262110 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -29308498.000000 Penalty: 6243.656250
	Iteration 61Q: 3 clusters Score -2.93085e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262535 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -29308458.000000 Penalty: 6243.656250
	Iteration 62Q: 3 clusters Score -2.930846e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262967 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -29308462.000000 Penalty: 6243.656250
	Iteration 63Q: 3 clusters Score -2.930846e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263396 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -29308550.000000 Penalty: 6243.656250
	Iteration 64Q: 3 clusters Score -2.930855e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263829 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -29308626.000000 Penalty: 6243.656250
	Iteration 65Q: 3 clusters Score -2.930863e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264243 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -29308656.000000 Penalty: 6243.656250
	Iteration 66Q: 3 clusters Score -2.930866e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264647 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -29308690.000000 Penalty: 6243.656250
	Iteration 67Q: 3 clusters Score -2.930869e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265078 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -29308768.000000 Penalty: 6243.656250
	Iteration 68Q: 3 clusters Score -2.930877e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265499 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -29308820.000000 Penalty: 6243.656250
	Iteration 69Q: 3 clusters Score -2.930882e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265901 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -29308908.000000 Penalty: 6243.656250
	Iteration 70Q: 3 clusters Score -2.930891e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266281 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -29308962.000000 Penalty: 6243.656250
	Iteration 71Q: 3 clusters Score -2.930896e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266673 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -29309044.000000 Penalty: 6243.656250
	Iteration 72Q: 3 clusters Score -2.930904e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267051 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -29309118.000000 Penalty: 6243.656250
	Iteration 73Q: 3 clusters Score -2.930912e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267419 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -29309148.000000 Penalty: 6243.656250
	Iteration 74Q: 3 clusters Score -2.930915e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267786 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -29309184.000000 Penalty: 6243.656250
	Iteration 75Q: 3 clusters Score -2.930918e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268118 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -29309244.000000 Penalty: 6243.656250
	Iteration 76Q: 3 clusters Score -2.930924e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268430 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -29309194.000000 Penalty: 6243.656250
	Iteration 77Q: 3 clusters Score -2.930919e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268733 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -29309262.000000 Penalty: 6243.656250
	Iteration 78Q: 3 clusters Score -2.930926e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269021 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -29309328.000000 Penalty: 6243.656250
	Iteration 79Q: 3 clusters Score -2.930933e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269298 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -29309350.000000 Penalty: 6243.656250
	Iteration 80F: 3 clusters Score -2.930935e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269577 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -29309378.000000 Penalty: 6243.656250
	Iteration 81Q: 3 clusters Score -2.930938e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269843 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -29309404.000000 Penalty: 6243.656250
	Iteration 82Q: 3 clusters Score -2.93094e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270112 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -29309396.000000 Penalty: 6243.656250
	Iteration 83Q: 3 clusters Score -2.93094e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270365 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -29309384.000000 Penalty: 6243.656250
	Iteration 84Q: 3 clusters Score -2.930938e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270626 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -29309398.000000 Penalty: 6243.656250
	Iteration 85Q: 3 clusters Score -2.93094e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270894 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -29309428.000000 Penalty: 6243.656250
	Iteration 86Q: 3 clusters Score -2.930943e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271132 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -29309444.000000 Penalty: 6243.656250
	Iteration 87Q: 3 clusters Score -2.930944e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271372 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -29309426.000000 Penalty: 6243.656250
	Iteration 88Q: 3 clusters Score -2.930943e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271646 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -29309460.000000 Penalty: 6243.656250
	Iteration 89Q: 3 clusters Score -2.930946e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271931 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -29309496.000000 Penalty: 6243.656250
	Iteration 90Q: 3 clusters Score -2.93095e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272184 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -29309556.000000 Penalty: 6243.656250
	Iteration 91Q: 3 clusters Score -2.930956e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272418 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -29309634.000000 Penalty: 6243.656250
	Iteration 92Q: 3 clusters Score -2.930963e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272634 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -29309656.000000 Penalty: 6243.656250
	Iteration 93Q: 3 clusters Score -2.930966e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272837 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -29309640.000000 Penalty: 6243.656250
	Iteration 94Q: 3 clusters Score -2.930964e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273027 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -29309638.000000 Penalty: 6243.656250
	Iteration 95Q: 3 clusters Score -2.930964e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273205 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -29309660.000000 Penalty: 6243.656250
	Iteration 96Q: 3 clusters Score -2.930966e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273380 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -29309664.000000 Penalty: 6243.656250
	Iteration 97Q: 3 clusters Score -2.930966e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273548 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -29309732.000000 Penalty: 6243.656250
	Iteration 98Q: 3 clusters Score -2.930973e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273728 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -29309760.000000 Penalty: 6243.656250
	Iteration 99Q: 3 clusters Score -2.930976e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273893 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -29309720.000000 Penalty: 6243.656250
	Iteration 100F: 3 clusters Score -2.930972e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274058 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -29309764.000000 Penalty: 6243.656250
	Iteration 101Q: 3 clusters Score -2.930976e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274205 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -29309818.000000 Penalty: 6243.656250
	Iteration 102Q: 3 clusters Score -2.930982e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274358 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -29309854.000000 Penalty: 6243.656250
	Iteration 103Q: 3 clusters Score -2.930985e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274502 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -29309832.000000 Penalty: 6243.656250
	Iteration 104Q: 3 clusters Score -2.930983e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274645 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -29309812.000000 Penalty: 6243.656250
	Iteration 105Q: 3 clusters Score -2.930981e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274798 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -29309864.000000 Penalty: 6243.656250
	Iteration 106Q: 3 clusters Score -2.930986e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274931 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -29309856.000000 Penalty: 6243.656250
	Iteration 107Q: 3 clusters Score -2.930986e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275069 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -29309850.000000 Penalty: 6243.656250
	Iteration 108Q: 3 clusters Score -2.930985e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275183 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -29309896.000000 Penalty: 6243.656250
	Iteration 109Q: 3 clusters Score -2.93099e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275288 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -29309874.000000 Penalty: 6243.656250
	Iteration 110Q: 3 clusters Score -2.930987e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275379 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -29309908.000000 Penalty: 6243.656250
	Iteration 111Q: 3 clusters Score -2.930991e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275461 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -29309910.000000 Penalty: 6243.656250
	Iteration 112Q: 3 clusters Score -2.930991e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275561 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -29309910.000000 Penalty: 6243.656250
	Iteration 113Q: 3 clusters Score -2.930991e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275662 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -29309958.000000 Penalty: 6243.656250
	Iteration 114Q: 3 clusters Score -2.930996e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275746 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -29310008.000000 Penalty: 6243.656250
	Iteration 115Q: 3 clusters Score -2.931001e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275816 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -29309986.000000 Penalty: 6243.656250
	Iteration 116Q: 3 clusters Score -2.930999e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275879 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -29309978.000000 Penalty: 6243.656250
	Iteration 117Q: 3 clusters Score -2.930998e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275934 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -29309966.000000 Penalty: 6243.656250
	Iteration 118Q: 3 clusters Score -2.930997e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275996 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -29309986.000000 Penalty: 6243.656250
	Iteration 119Q: 3 clusters Score -2.930999e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276049 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -29310008.000000 Penalty: 6243.656250
	Iteration 120F: 3 clusters Score -2.931001e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276107 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -29310014.000000 Penalty: 6243.656250
	Iteration 121Q: 3 clusters Score -2.931001e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276156 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -29310044.000000 Penalty: 6243.656250
	Iteration 122Q: 3 clusters Score -2.931004e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276209 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -29310016.000000 Penalty: 6243.656250
	Iteration 123Q: 3 clusters Score -2.931002e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276267 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -29310054.000000 Penalty: 6243.656250
	Iteration 124Q: 3 clusters Score -2.931005e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276326 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -29310040.000000 Penalty: 6243.656250
	Iteration 125Q: 3 clusters Score -2.931004e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276375 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -29310036.000000 Penalty: 6243.656250
	Iteration 126Q: 3 clusters Score -2.931004e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276424 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -29310030.000000 Penalty: 6243.656250
	Iteration 127Q: 3 clusters Score -2.931003e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276474 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -29310026.000000 Penalty: 6243.656250
	Iteration 128Q: 3 clusters Score -2.931003e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276529 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -29310034.000000 Penalty: 6243.656250
	Iteration 129Q: 3 clusters Score -2.931003e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276578 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -29310026.000000 Penalty: 6243.656250
	Iteration 130Q: 3 clusters Score -2.931003e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276619 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -29310038.000000 Penalty: 6243.656250
	Iteration 131Q: 3 clusters Score -2.931004e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276659 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -29310018.000000 Penalty: 6243.656250
	Iteration 132Q: 3 clusters Score -2.931002e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276709 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -29310004.000000 Penalty: 6243.656250
	Iteration 133Q: 3 clusters Score -2.931e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276744 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -29310046.000000 Penalty: 6243.656250
	Iteration 134Q: 3 clusters Score -2.931005e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276777 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -29310046.000000 Penalty: 6243.656250
	Iteration 135Q: 3 clusters Score -2.931005e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276815 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -29310026.000000 Penalty: 6243.656250
	Iteration 136Q: 3 clusters Score -2.931003e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276852 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -29310008.000000 Penalty: 6243.656250
	Iteration 137Q: 3 clusters Score -2.931001e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276898 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -29309964.000000 Penalty: 6243.656250
	Iteration 138Q: 3 clusters Score -2.930996e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276954 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -29310014.000000 Penalty: 6243.656250
	Iteration 139Q: 3 clusters Score -2.931001e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277017 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -29310018.000000 Penalty: 6243.656250
	Iteration 140F: 3 clusters Score -2.931002e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277072 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -29310052.000000 Penalty: 6243.656250
	Iteration 141Q: 3 clusters Score -2.931005e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277112 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -29310048.000000 Penalty: 6243.656250
	Iteration 142Q: 3 clusters Score -2.931005e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277148 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -29310060.000000 Penalty: 6243.656250
	Iteration 143Q: 3 clusters Score -2.931006e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277182 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -29310090.000000 Penalty: 6243.656250
	Iteration 144Q: 3 clusters Score -2.931009e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277223 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -29310104.000000 Penalty: 6243.656250
	Iteration 145Q: 3 clusters Score -2.93101e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277264 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -29310116.000000 Penalty: 6243.656250
	Iteration 146Q: 3 clusters Score -2.931012e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277299 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -29310132.000000 Penalty: 6243.656250
	Iteration 147Q: 3 clusters Score -2.931013e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277339 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -29310128.000000 Penalty: 6243.656250
	Iteration 148Q: 3 clusters Score -2.931013e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277381 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -29310108.000000 Penalty: 6243.656250
	Iteration 149Q: 3 clusters Score -2.931011e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277411 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -29310148.000000 Penalty: 6243.656250
	Iteration 150Q: 3 clusters Score -2.931015e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277439 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -29310154.000000 Penalty: 6243.656250
	Iteration 151Q: 3 clusters Score -2.931015e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277467 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -29310154.000000 Penalty: 6243.656250
	Iteration 152Q: 3 clusters Score -2.931015e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277492 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -29310120.000000 Penalty: 6243.656250
	Iteration 153Q: 3 clusters Score -2.931012e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277512 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -29310130.000000 Penalty: 6243.656250
	Iteration 154Q: 3 clusters Score -2.931013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277536 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -29310140.000000 Penalty: 6243.656250
	Iteration 155Q: 3 clusters Score -2.931014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277564 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -29310140.000000 Penalty: 6243.656250
	Iteration 156Q: 3 clusters Score -2.931014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277592 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -29310152.000000 Penalty: 6243.656250
	Iteration 157Q: 3 clusters Score -2.931015e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277623 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -29310178.000000 Penalty: 6243.656250
	Iteration 158Q: 3 clusters Score -2.931018e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277654 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -29310168.000000 Penalty: 6243.656250
	Iteration 159Q: 3 clusters Score -2.931017e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277698 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -29310164.000000 Penalty: 6243.656250
	Iteration 160F: 3 clusters Score -2.931016e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277741 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -29310202.000000 Penalty: 6243.656250
	Iteration 161Q: 3 clusters Score -2.93102e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277794 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -29310198.000000 Penalty: 6243.656250
	Iteration 162Q: 3 clusters Score -2.93102e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277851 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -29310200.000000 Penalty: 6243.656250
	Iteration 163Q: 3 clusters Score -2.93102e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277892 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -29310190.000000 Penalty: 6243.656250
	Iteration 164Q: 3 clusters Score -2.931019e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277952 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -29310196.000000 Penalty: 6243.656250
	Iteration 165Q: 3 clusters Score -2.93102e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278005 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -29310234.000000 Penalty: 6243.656250
	Iteration 166Q: 3 clusters Score -2.931023e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278058 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -29310210.000000 Penalty: 6243.656250
	Iteration 167Q: 3 clusters Score -2.931021e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278116 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -29310210.000000 Penalty: 6243.656250
	Iteration 168Q: 3 clusters Score -2.931021e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278180 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -29310206.000000 Penalty: 6243.656250
	Iteration 169Q: 3 clusters Score -2.931021e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278235 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -29310208.000000 Penalty: 6243.656250
	Iteration 170Q: 3 clusters Score -2.931021e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278283 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -29310222.000000 Penalty: 6243.656250
	Iteration 171Q: 3 clusters Score -2.931022e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278329 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -29310180.000000 Penalty: 6243.656250
	Iteration 172Q: 3 clusters Score -2.931018e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278373 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -29310206.000000 Penalty: 6243.656250
	Iteration 173Q: 3 clusters Score -2.931021e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278411 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -29310220.000000 Penalty: 6243.656250
	Iteration 174Q: 3 clusters Score -2.931022e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278444 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -29310234.000000 Penalty: 6243.656250
	Iteration 175Q: 3 clusters Score -2.931023e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278471 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -29310232.000000 Penalty: 6243.656250
	Iteration 176Q: 3 clusters Score -2.931023e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278500 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -29310234.000000 Penalty: 6243.656250
	Iteration 177Q: 3 clusters Score -2.931023e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278527 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -29310226.000000 Penalty: 6243.656250
	Iteration 178Q: 3 clusters Score -2.931023e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278553 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -29310256.000000 Penalty: 6243.656250
	Iteration 179Q: 3 clusters Score -2.931026e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278583 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -29310274.000000 Penalty: 6243.656250
	Iteration 180F: 3 clusters Score -2.931027e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278625 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -29310282.000000 Penalty: 6243.656250
	Iteration 181Q: 3 clusters Score -2.931028e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278664 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -29310270.000000 Penalty: 6243.656250
	Iteration 182Q: 3 clusters Score -2.931027e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278694 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -29310278.000000 Penalty: 6243.656250
	Iteration 183Q: 3 clusters Score -2.931028e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278731 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -29310280.000000 Penalty: 6243.656250
	Iteration 184Q: 3 clusters Score -2.931028e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278760 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -29310288.000000 Penalty: 6243.656250
	Iteration 185Q: 3 clusters Score -2.931029e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278791 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -29310302.000000 Penalty: 6243.656250
	Iteration 186Q: 3 clusters Score -2.93103e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278815 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -29310320.000000 Penalty: 6243.656250
	Iteration 187Q: 3 clusters Score -2.931032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278834 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -29310294.000000 Penalty: 6243.656250
	Iteration 188Q: 3 clusters Score -2.931029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278848 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -29310288.000000 Penalty: 6243.656250
	Iteration 189Q: 3 clusters Score -2.931029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278858 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -29310302.000000 Penalty: 6243.656250
	Iteration 190Q: 3 clusters Score -2.93103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278875 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -29310288.000000 Penalty: 6243.656250
	Iteration 191Q: 3 clusters Score -2.931029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278889 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -29310302.000000 Penalty: 6243.656250
	Iteration 192Q: 3 clusters Score -2.93103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278906 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -29310316.000000 Penalty: 6243.656250
	Iteration 193Q: 3 clusters Score -2.931032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278921 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -29310318.000000 Penalty: 6243.656250
	Iteration 194Q: 3 clusters Score -2.931032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278930 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -29310308.000000 Penalty: 6243.656250
	Iteration 195Q: 3 clusters Score -2.931031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278937 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -29310318.000000 Penalty: 6243.656250
	Iteration 196Q: 3 clusters Score -2.931032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278942 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -29310296.000000 Penalty: 6243.656250
	Iteration 197Q: 3 clusters Score -2.93103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278949 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -29310296.000000 Penalty: 6243.656250
	Iteration 198Q: 3 clusters Score -2.93103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278954 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -29310328.000000 Penalty: 6243.656250
	Iteration 199Q: 3 clusters Score -2.931033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278967 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -29310310.000000 Penalty: 6243.656250
	Iteration 200F: 3 clusters Score -2.931031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278978 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -29310272.000000 Penalty: 6243.656250
	Iteration 201Q: 3 clusters Score -2.931027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278989 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -29310286.000000 Penalty: 6243.656250
	Iteration 202Q: 3 clusters Score -2.931029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279003 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -29310288.000000 Penalty: 6243.656250
	Iteration 203Q: 3 clusters Score -2.931029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279017 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -29310316.000000 Penalty: 6243.656250
	Iteration 204Q: 3 clusters Score -2.931032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279035 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -29310330.000000 Penalty: 6243.656250
	Iteration 205Q: 3 clusters Score -2.931033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279049 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -29310318.000000 Penalty: 6243.656250
	Iteration 206Q: 3 clusters Score -2.931032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279058 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -29310340.000000 Penalty: 6243.656250
	Iteration 207Q: 3 clusters Score -2.931034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279067 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -29310336.000000 Penalty: 6243.656250
	Iteration 208Q: 3 clusters Score -2.931034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279077 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -29310346.000000 Penalty: 6243.656250
	Iteration 209Q: 3 clusters Score -2.931035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279088 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -29310344.000000 Penalty: 6243.656250
	Iteration 210Q: 3 clusters Score -2.931034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279099 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -29310356.000000 Penalty: 6243.656250
	Iteration 211Q: 3 clusters Score -2.931036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279110 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -29310352.000000 Penalty: 6243.656250
	Iteration 212Q: 3 clusters Score -2.931035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279118 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -29310330.000000 Penalty: 6243.656250
	Iteration 213Q: 3 clusters Score -2.931033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279126 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -29310348.000000 Penalty: 6243.656250
	Iteration 214Q: 3 clusters Score -2.931035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279133 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -29310356.000000 Penalty: 6243.656250
	Iteration 215Q: 3 clusters Score -2.931036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279137 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -29310352.000000 Penalty: 6243.656250
	Iteration 216Q: 3 clusters Score -2.931035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279141 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -29310370.000000 Penalty: 6243.656250
	Iteration 217Q: 3 clusters Score -2.931037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279149 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -29310374.000000 Penalty: 6243.656250
	Iteration 218Q: 3 clusters Score -2.931037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279161 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -29310376.000000 Penalty: 6243.656250
	Iteration 219Q: 3 clusters Score -2.931038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279174 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -29310364.000000 Penalty: 6243.656250
	Iteration 220F: 3 clusters Score -2.931036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279187 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -29310354.000000 Penalty: 6243.656250
	Iteration 221Q: 3 clusters Score -2.931035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279203 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -29310366.000000 Penalty: 6243.656250
	Iteration 222Q: 3 clusters Score -2.931037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279218 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -29310368.000000 Penalty: 6243.656250
	Iteration 223Q: 3 clusters Score -2.931037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279226 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -29310360.000000 Penalty: 6243.656250
	Iteration 224Q: 3 clusters Score -2.931036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279237 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -29310380.000000 Penalty: 6243.656250
	Iteration 225Q: 3 clusters Score -2.931038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279244 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -29310370.000000 Penalty: 6243.656250
	Iteration 226Q: 3 clusters Score -2.931037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279249 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -29310368.000000 Penalty: 6243.656250
	Iteration 227Q: 3 clusters Score -2.931037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279258 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -29310354.000000 Penalty: 6243.656250
	Iteration 228Q: 3 clusters Score -2.931035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279261 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -29310368.000000 Penalty: 6243.656250
	Iteration 229Q: 3 clusters Score -2.931037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279263 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -29310390.000000 Penalty: 6243.656250
	Iteration 230Q: 3 clusters Score -2.931039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279264 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -29310394.000000 Penalty: 6243.656250
	Iteration 231Q: 3 clusters Score -2.931039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279266 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -29310390.000000 Penalty: 6243.656250
	Iteration 232Q: 3 clusters Score -2.931039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279271 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -29310392.000000 Penalty: 6243.656250
	Iteration 233Q: 3 clusters Score -2.931039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279274 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -29310378.000000 Penalty: 6243.656250
	Iteration 234Q: 3 clusters Score -2.931038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279277 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -29310380.000000 Penalty: 6243.656250
	Iteration 235Q: 3 clusters Score -2.931038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279281 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -29310390.000000 Penalty: 6243.656250
	Iteration 236Q: 3 clusters Score -2.931039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279284 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -29310394.000000 Penalty: 6243.656250
	Iteration 237Q: 3 clusters Score -2.931039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279287 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -29310404.000000 Penalty: 6243.656250
	Iteration 238Q: 3 clusters Score -2.93104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279287 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -29310384.000000 Penalty: 6243.656250
	Iteration 239Q: 3 clusters Score -2.931038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279288 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -29310384.000000 Penalty: 6243.656250
	Iteration 240F: 3 clusters Score -2.931038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279291 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -29310398.000000 Penalty: 6243.656250
	Iteration 241Q: 3 clusters Score -2.93104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279295 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -29310392.000000 Penalty: 6243.656250
	Iteration 242Q: 3 clusters Score -2.931039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279296 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -29310390.000000 Penalty: 6243.656250
	Iteration 243Q: 3 clusters Score -2.931039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279296 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -29310390.000000 Penalty: 6243.656250
	Iteration 244F: 3 clusters Score -2.931039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Entering Unmasked Estep 
Score: -4939627.500000 Penalty: 2677.899658
	Iteration 0F: 2 clusters Score -4939628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -4906729.500000 Penalty: 5355.799316
	Iteration 0F: 3 clusters Score -4906730 nChanged 22585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -4919505.500000 Penalty: 5355.799316
	Iteration 1F: 3 clusters Score -4919506 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -4920733.500000 Penalty: 5355.799316
	Iteration 2Q: 3 clusters Score -4920734 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -4922502.000000 Penalty: 5355.799316
	Iteration 3F: 3 clusters Score -4922502 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -4924789.000000 Penalty: 5355.799316
	Iteration 4F: 3 clusters Score -4924789 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -4927432.000000 Penalty: 5355.799316
	Iteration 5F: 3 clusters Score -4927432 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -4930015.500000 Penalty: 5355.799316
	Iteration 6F: 3 clusters Score -4930016 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -4932249.000000 Penalty: 5355.799316
	Iteration 7F: 3 clusters Score -4932249 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4933853.000000 Penalty: 5355.799316
	Iteration 8F: 3 clusters Score -4933853 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -4934754.000000 Penalty: 5355.799316
	Iteration 9Q: 3 clusters Score -4934754 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -4935278.000000 Penalty: 5355.799316
	Iteration 10Q: 3 clusters Score -4935278 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4935651.000000 Penalty: 5355.799316
	Iteration 11Q: 3 clusters Score -4935651 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -4935940.000000 Penalty: 5355.799316
	Iteration 12Q: 3 clusters Score -4935940 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -4936188.500000 Penalty: 5355.799316
	Iteration 13Q: 3 clusters Score -4936188 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -4936439.000000 Penalty: 5355.799316
	Iteration 14Q: 3 clusters Score -4936439 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -4936642.000000 Penalty: 5355.799316
	Iteration 15Q: 3 clusters Score -4936642 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -4936851.500000 Penalty: 5355.799316
	Iteration 16Q: 3 clusters Score -4936852 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4937111.000000 Penalty: 5355.799316
	Iteration 17Q: 3 clusters Score -4937111 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -4937351.500000 Penalty: 5355.799316
	Iteration 18Q: 3 clusters Score -4937352 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -4937605.000000 Penalty: 5355.799316
	Iteration 19Q: 3 clusters Score -4937605 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -4937919.500000 Penalty: 5355.799316
	Iteration 20F: 3 clusters Score -4937920 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -4938192.000000 Penalty: 5355.799316
	Iteration 21Q: 3 clusters Score -4938192 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -4938447.000000 Penalty: 5355.799316
	Iteration 22Q: 3 clusters Score -4938447 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -4938736.000000 Penalty: 5355.799316
	Iteration 23Q: 3 clusters Score -4938736 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -4939024.000000 Penalty: 5355.799316
	Iteration 24Q: 3 clusters Score -4939024 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -4939299.000000 Penalty: 5355.799316
	Iteration 25Q: 3 clusters Score -4939299 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -4939597.500000 Penalty: 5355.799316
	Iteration 26Q: 3 clusters Score -4939598 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -4939827.500000 Penalty: 5355.799316
	Iteration 27Q: 3 clusters Score -4939828 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -4940044.000000 Penalty: 5355.799316
	Iteration 28Q: 3 clusters Score -4940044 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -4940247.500000 Penalty: 5355.799316
	Iteration 29Q: 3 clusters Score -4940248 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -4940402.000000 Penalty: 5355.799316
	Iteration 30Q: 3 clusters Score -4940402 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -4940522.500000 Penalty: 5355.799316
	Iteration 31Q: 3 clusters Score -4940522 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -4940612.000000 Penalty: 5355.799316
	Iteration 32Q: 3 clusters Score -4940612 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -4940641.000000 Penalty: 5355.799316
	Iteration 33Q: 3 clusters Score -4940641 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -4940666.000000 Penalty: 5355.799316
	Iteration 34Q: 3 clusters Score -4940666 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -4940685.500000 Penalty: 5355.799316
	Iteration 35Q: 3 clusters Score -4940686 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -4940704.500000 Penalty: 5355.799316
	Iteration 36Q: 3 clusters Score -4940704 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -4940722.000000 Penalty: 5355.799316
	Iteration 37Q: 3 clusters Score -4940722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -4940726.500000 Penalty: 5355.799316
	Iteration 38Q: 3 clusters Score -4940726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -4940709.000000 Penalty: 5355.799316
	Iteration 39Q: 3 clusters Score -4940709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -4940712.000000 Penalty: 5355.799316
	Iteration 40F: 3 clusters Score -4940712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -4940730.500000 Penalty: 5355.799316
	Iteration 41Q: 3 clusters Score -4940730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -4940759.000000 Penalty: 5355.799316
	Iteration 42Q: 3 clusters Score -4940759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -4940757.000000 Penalty: 5355.799316
	Iteration 43Q: 3 clusters Score -4940757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -4940762.500000 Penalty: 5355.799316
	Iteration 44Q: 3 clusters Score -4940762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -4940760.000000 Penalty: 5355.799316
	Iteration 45Q: 3 clusters Score -4940760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -4940782.500000 Penalty: 5355.799316
	Iteration 46Q: 3 clusters Score -4940782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -4940787.500000 Penalty: 5355.799316
	Iteration 47Q: 3 clusters Score -4940788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -4940780.000000 Penalty: 5355.799316
	Iteration 48Q: 3 clusters Score -4940780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -4940772.000000 Penalty: 5355.799316
	Iteration 49Q: 3 clusters Score -4940772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -4940770.500000 Penalty: 5355.799316
	Iteration 50Q: 3 clusters Score -4940770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -4940765.000000 Penalty: 5355.799316
	Iteration 51Q: 3 clusters Score -4940765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -4940758.500000 Penalty: 5355.799316
	Iteration 52Q: 3 clusters Score -4940758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -4940760.000000 Penalty: 5355.799316
	Iteration 53Q: 3 clusters Score -4940760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -4940759.500000 Penalty: 5355.799316
	Iteration 54Q: 3 clusters Score -4940760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -4940757.000000 Penalty: 5355.799316
	Iteration 55Q: 3 clusters Score -4940757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -4940770.500000 Penalty: 5355.799316
	Iteration 56Q: 3 clusters Score -4940770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -4940777.000000 Penalty: 5355.799316
	Iteration 57Q: 3 clusters Score -4940777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -4940777.500000 Penalty: 5355.799316
	Iteration 58Q: 3 clusters Score -4940778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -4940780.000000 Penalty: 5355.799316
	Iteration 59Q: 3 clusters Score -4940780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -4940781.000000 Penalty: 5355.799316
	Iteration 60F: 3 clusters Score -4940781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -4940780.500000 Penalty: 5355.799316
	Iteration 61Q: 3 clusters Score -4940780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -4940780.500000 Penalty: 5355.799316
	Iteration 62F: 3 clusters Score -4940780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 176191 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 6157 members 
Mstep: Class 6 contains 61665 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 35519 members 
Mstep: Class 9 contains 17433 members 
Mstep: Class 10 contains 33447 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 19245 members 
Mstep: Class 13 contains 117517 members 
Mstep: Class 14 contains 18493 members 
Mstep: Class 15 contains 330119 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 21623 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 4242 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 293026 members 
Mstep: Class 23 contains 42646 members 
Mstep: Class 24 contains 16971 members 
Mstep: Class 25 contains 16695 members 
Mstep: Class 26 contains 14478 members 
Mstep: Class 27 contains 207311 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7460 members 
Mstep: Class 30 contains 43362 members 
Mstep: Class 31 contains 21344 members 
Mstep: Class 32 contains 10647 members 
Mstep: Class 33 contains 43295 members 
Mstep: Class 34 contains 1253 members 
Mstep: Class 35 contains 6276 members 
Entering Unmasked Estep 
Score: -157091104.000000 Penalty: 124097.632812
Splitting cluster 23 changes total score from -157064288.000000 to -157091104.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 24 (16971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Entering Unmasked Estep 
Score: -1646866.750000 Penalty: 2415.336914
	Iteration 0F: 2 clusters Score -1646867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1634656.875000 Penalty: 4830.673828
	Iteration 0F: 3 clusters Score -1634657 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1638813.625000 Penalty: 4830.673828
	Iteration 1F: 3 clusters Score -1638814 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1639386.250000 Penalty: 4830.673828
	Iteration 2F: 3 clusters Score -1639386 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1639949.375000 Penalty: 4830.673828
	Iteration 3F: 3 clusters Score -1639949 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1640553.250000 Penalty: 4830.673828
	Iteration 4F: 3 clusters Score -1640553 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1641141.000000 Penalty: 4830.673828
	Iteration 5F: 3 clusters Score -1641141 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1641699.000000 Penalty: 4830.673828
	Iteration 6F: 3 clusters Score -1641699 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1642269.250000 Penalty: 4830.673828
	Iteration 7F: 3 clusters Score -1642269 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1642752.875000 Penalty: 4830.673828
	Iteration 8Q: 3 clusters Score -1642753 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1643155.375000 Penalty: 4830.673828
	Iteration 9Q: 3 clusters Score -1643155 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1643434.500000 Penalty: 4830.673828
	Iteration 10Q: 3 clusters Score -1643434 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1643622.750000 Penalty: 4830.673828
	Iteration 11Q: 3 clusters Score -1643623 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1643770.875000 Penalty: 4830.673828
	Iteration 12Q: 3 clusters Score -1643771 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1643906.750000 Penalty: 4830.673828
	Iteration 13Q: 3 clusters Score -1643907 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1644015.625000 Penalty: 4830.673828
	Iteration 14Q: 3 clusters Score -1644016 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1644116.000000 Penalty: 4830.673828
	Iteration 15Q: 3 clusters Score -1644116 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1644197.375000 Penalty: 4830.673828
	Iteration 16Q: 3 clusters Score -1644197 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1644263.750000 Penalty: 4830.673828
	Iteration 17Q: 3 clusters Score -1644264 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1644317.875000 Penalty: 4830.673828
	Iteration 18Q: 3 clusters Score -1644318 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1644368.000000 Penalty: 4830.673828
	Iteration 19Q: 3 clusters Score -1644368 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1644414.625000 Penalty: 4830.673828
	Iteration 20F: 3 clusters Score -1644415 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1644451.750000 Penalty: 4830.673828
	Iteration 21Q: 3 clusters Score -1644452 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1644484.750000 Penalty: 4830.673828
	Iteration 22Q: 3 clusters Score -1644485 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1644509.125000 Penalty: 4830.673828
	Iteration 23Q: 3 clusters Score -1644509 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1644544.750000 Penalty: 4830.673828
	Iteration 24Q: 3 clusters Score -1644545 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1644572.625000 Penalty: 4830.673828
	Iteration 25Q: 3 clusters Score -1644573 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1644594.750000 Penalty: 4830.673828
	Iteration 26Q: 3 clusters Score -1644595 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1644616.000000 Penalty: 4830.673828
	Iteration 27Q: 3 clusters Score -1644616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1644633.500000 Penalty: 4830.673828
	Iteration 28Q: 3 clusters Score -1644634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1644651.625000 Penalty: 4830.673828
	Iteration 29Q: 3 clusters Score -1644652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1644659.500000 Penalty: 4830.673828
	Iteration 30Q: 3 clusters Score -1644660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1644669.875000 Penalty: 4830.673828
	Iteration 31Q: 3 clusters Score -1644670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1644675.125000 Penalty: 4830.673828
	Iteration 32Q: 3 clusters Score -1644675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1644691.375000 Penalty: 4830.673828
	Iteration 33Q: 3 clusters Score -1644691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1644703.750000 Penalty: 4830.673828
	Iteration 34Q: 3 clusters Score -1644704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1644707.500000 Penalty: 4830.673828
	Iteration 35Q: 3 clusters Score -1644708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1644710.000000 Penalty: 4830.673828
	Iteration 36Q: 3 clusters Score -1644710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1644715.875000 Penalty: 4830.673828
	Iteration 37Q: 3 clusters Score -1644716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1644718.375000 Penalty: 4830.673828
	Iteration 38Q: 3 clusters Score -1644718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1644725.000000 Penalty: 4830.673828
	Iteration 39Q: 3 clusters Score -1644725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1644730.875000 Penalty: 4830.673828
	Iteration 40F: 3 clusters Score -1644731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1644737.125000 Penalty: 4830.673828
	Iteration 41Q: 3 clusters Score -1644737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1644740.625000 Penalty: 4830.673828
	Iteration 42Q: 3 clusters Score -1644741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1644744.750000 Penalty: 4830.673828
	Iteration 43Q: 3 clusters Score -1644745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -1644751.375000 Penalty: 4830.673828
	Iteration 44Q: 3 clusters Score -1644751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1644755.375000 Penalty: 4830.673828
	Iteration 45Q: 3 clusters Score -1644755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1644757.875000 Penalty: 4830.673828
	Iteration 46Q: 3 clusters Score -1644758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1644758.000000 Penalty: 4830.673828
	Iteration 47Q: 3 clusters Score -1644758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1644759.500000 Penalty: 4830.673828
	Iteration 48Q: 3 clusters Score -1644760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1644760.875000 Penalty: 4830.673828
	Iteration 49Q: 3 clusters Score -1644761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1644765.625000 Penalty: 4830.673828
	Iteration 50Q: 3 clusters Score -1644766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1644764.625000 Penalty: 4830.673828
	Iteration 51Q: 3 clusters Score -1644765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1644768.625000 Penalty: 4830.673828
	Iteration 52Q: 3 clusters Score -1644769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1644767.125000 Penalty: 4830.673828
	Iteration 53Q: 3 clusters Score -1644767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -1644767.125000 Penalty: 4830.673828
	Iteration 54Q: 3 clusters Score -1644767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1644768.250000 Penalty: 4830.673828
	Iteration 55Q: 3 clusters Score -1644768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1644768.625000 Penalty: 4830.673828
	Iteration 56Q: 3 clusters Score -1644769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1644768.125000 Penalty: 4830.673828
	Iteration 57Q: 3 clusters Score -1644768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1644768.125000 Penalty: 4830.673828
	Iteration 58F: 3 clusters Score -1644768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Entering Unmasked Estep 
Score: -1619915.250000 Penalty: 2411.270264
	Iteration 0F: 2 clusters Score -1619915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1607952.625000 Penalty: 4822.540527
	Iteration 0F: 3 clusters Score -1607953 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1612065.250000 Penalty: 4822.540527
	Iteration 1F: 3 clusters Score -1612065 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1612748.375000 Penalty: 4822.540527
	Iteration 2F: 3 clusters Score -1612748 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1613609.125000 Penalty: 4822.540527
	Iteration 3F: 3 clusters Score -1613609 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1614804.000000 Penalty: 4822.540527
	Iteration 4F: 3 clusters Score -1614804 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1616151.000000 Penalty: 4822.540527
	Iteration 5F: 3 clusters Score -1616151 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1617285.625000 Penalty: 4822.540527
	Iteration 6F: 3 clusters Score -1617286 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1617987.125000 Penalty: 4822.540527
	Iteration 7F: 3 clusters Score -1617987 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1618422.375000 Penalty: 4822.540527
	Iteration 8Q: 3 clusters Score -1618422 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1618698.750000 Penalty: 4822.540527
	Iteration 9Q: 3 clusters Score -1618699 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1618876.250000 Penalty: 4822.540527
	Iteration 10Q: 3 clusters Score -1618876 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1618968.125000 Penalty: 4822.540527
	Iteration 11Q: 3 clusters Score -1618968 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1619029.625000 Penalty: 4822.540527
	Iteration 12Q: 3 clusters Score -1619030 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1619071.625000 Penalty: 4822.540527
	Iteration 13Q: 3 clusters Score -1619072 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1619110.250000 Penalty: 4822.540527
	Iteration 14Q: 3 clusters Score -1619110 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1619136.125000 Penalty: 4822.540527
	Iteration 15Q: 3 clusters Score -1619136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1619151.750000 Penalty: 4822.540527
	Iteration 16Q: 3 clusters Score -1619152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1619169.625000 Penalty: 4822.540527
	Iteration 17Q: 3 clusters Score -1619170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1619177.125000 Penalty: 4822.540527
	Iteration 18Q: 3 clusters Score -1619177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1619188.875000 Penalty: 4822.540527
	Iteration 19Q: 3 clusters Score -1619189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1619191.250000 Penalty: 4822.540527
	Iteration 20F: 3 clusters Score -1619191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1619192.875000 Penalty: 4822.540527
	Iteration 21Q: 3 clusters Score -1619193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1619194.500000 Penalty: 4822.540527
	Iteration 22Q: 3 clusters Score -1619194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1619193.750000 Penalty: 4822.540527
	Iteration 23Q: 3 clusters Score -1619194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1619195.750000 Penalty: 4822.540527
	Iteration 24Q: 3 clusters Score -1619196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1619199.125000 Penalty: 4822.540527
	Iteration 25Q: 3 clusters Score -1619199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1619208.750000 Penalty: 4822.540527
	Iteration 26Q: 3 clusters Score -1619209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1619208.500000 Penalty: 4822.540527
	Iteration 27Q: 3 clusters Score -1619208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1619212.750000 Penalty: 4822.540527
	Iteration 28Q: 3 clusters Score -1619213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1619216.000000 Penalty: 4822.540527
	Iteration 29Q: 3 clusters Score -1619216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1619218.000000 Penalty: 4822.540527
	Iteration 30Q: 3 clusters Score -1619218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1619220.750000 Penalty: 4822.540527
	Iteration 31Q: 3 clusters Score -1619221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1619222.375000 Penalty: 4822.540527
	Iteration 32Q: 3 clusters Score -1619222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1619226.250000 Penalty: 4822.540527
	Iteration 33Q: 3 clusters Score -1619226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1619220.500000 Penalty: 4822.540527
	Iteration 34Q: 3 clusters Score -1619220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1619222.000000 Penalty: 4822.540527
	Iteration 35Q: 3 clusters Score -1619222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1619224.375000 Penalty: 4822.540527
	Iteration 36Q: 3 clusters Score -1619224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1619223.875000 Penalty: 4822.540527
	Iteration 37Q: 3 clusters Score -1619224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1619228.625000 Penalty: 4822.540527
	Iteration 38Q: 3 clusters Score -1619229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1619229.875000 Penalty: 4822.540527
	Iteration 39Q: 3 clusters Score -1619230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1619236.250000 Penalty: 4822.540527
	Iteration 40F: 3 clusters Score -1619236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1619239.125000 Penalty: 4822.540527
	Iteration 41Q: 3 clusters Score -1619239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1619236.250000 Penalty: 4822.540527
	Iteration 42Q: 3 clusters Score -1619236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1619240.500000 Penalty: 4822.540527
	Iteration 43Q: 3 clusters Score -1619240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1619246.000000 Penalty: 4822.540527
	Iteration 44Q: 3 clusters Score -1619246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1619246.000000 Penalty: 4822.540527
	Iteration 45Q: 3 clusters Score -1619246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1619248.125000 Penalty: 4822.540527
	Iteration 46Q: 3 clusters Score -1619248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1619250.125000 Penalty: 4822.540527
	Iteration 47Q: 3 clusters Score -1619250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1619255.125000 Penalty: 4822.540527
	Iteration 48Q: 3 clusters Score -1619255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1619255.000000 Penalty: 4822.540527
	Iteration 49Q: 3 clusters Score -1619255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1619258.250000 Penalty: 4822.540527
	Iteration 50Q: 3 clusters Score -1619258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1619264.500000 Penalty: 4822.540527
	Iteration 51Q: 3 clusters Score -1619264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1619272.125000 Penalty: 4822.540527
	Iteration 52Q: 3 clusters Score -1619272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1619281.875000 Penalty: 4822.540527
	Iteration 53Q: 3 clusters Score -1619282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1619290.625000 Penalty: 4822.540527
	Iteration 54Q: 3 clusters Score -1619291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1619301.125000 Penalty: 4822.540527
	Iteration 55Q: 3 clusters Score -1619301 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1619312.125000 Penalty: 4822.540527
	Iteration 56Q: 3 clusters Score -1619312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1619323.000000 Penalty: 4822.540527
	Iteration 57Q: 3 clusters Score -1619323 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1619351.000000 Penalty: 4822.540527
	Iteration 58Q: 3 clusters Score -1619351 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1619374.375000 Penalty: 4822.540527
	Iteration 59Q: 3 clusters Score -1619374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1619424.000000 Penalty: 4822.540527
	Iteration 60F: 3 clusters Score -1619424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1619462.500000 Penalty: 4822.540527
	Iteration 61Q: 3 clusters Score -1619462 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1619495.125000 Penalty: 4822.540527
	Iteration 62Q: 3 clusters Score -1619495 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1619544.375000 Penalty: 4822.540527
	Iteration 63Q: 3 clusters Score -1619544 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1619587.125000 Penalty: 4822.540527
	Iteration 64Q: 3 clusters Score -1619587 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1619640.625000 Penalty: 4822.540527
	Iteration 65Q: 3 clusters Score -1619641 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1619705.000000 Penalty: 4822.540527
	Iteration 66Q: 3 clusters Score -1619705 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1619757.000000 Penalty: 4822.540527
	Iteration 67Q: 3 clusters Score -1619757 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1619805.250000 Penalty: 4822.540527
	Iteration 68Q: 3 clusters Score -1619805 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1619842.375000 Penalty: 4822.540527
	Iteration 69Q: 3 clusters Score -1619842 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1619871.500000 Penalty: 4822.540527
	Iteration 70Q: 3 clusters Score -1619872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1619895.250000 Penalty: 4822.540527
	Iteration 71Q: 3 clusters Score -1619895 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1619931.500000 Penalty: 4822.540527
	Iteration 72Q: 3 clusters Score -1619932 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1619967.000000 Penalty: 4822.540527
	Iteration 73Q: 3 clusters Score -1619967 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1619999.250000 Penalty: 4822.540527
	Iteration 74Q: 3 clusters Score -1619999 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1620027.750000 Penalty: 4822.540527
	Iteration 75Q: 3 clusters Score -1620028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1620060.000000 Penalty: 4822.540527
	Iteration 76Q: 3 clusters Score -1620060 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1620093.125000 Penalty: 4822.540527
	Iteration 77Q: 3 clusters Score -1620093 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1620125.250000 Penalty: 4822.540527
	Iteration 78Q: 3 clusters Score -1620125 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1620172.500000 Penalty: 4822.540527
	Iteration 79Q: 3 clusters Score -1620172 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1620228.375000 Penalty: 4822.540527
	Iteration 80F: 3 clusters Score -1620228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1620261.000000 Penalty: 4822.540527
	Iteration 81Q: 3 clusters Score -1620261 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1620277.000000 Penalty: 4822.540527
	Iteration 82Q: 3 clusters Score -1620277 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1620295.375000 Penalty: 4822.540527
	Iteration 83Q: 3 clusters Score -1620295 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1620303.875000 Penalty: 4822.540527
	Iteration 84Q: 3 clusters Score -1620304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1620309.625000 Penalty: 4822.540527
	Iteration 85Q: 3 clusters Score -1620310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1620313.375000 Penalty: 4822.540527
	Iteration 86Q: 3 clusters Score -1620313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1620323.125000 Penalty: 4822.540527
	Iteration 87Q: 3 clusters Score -1620323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1620320.375000 Penalty: 4822.540527
	Iteration 88Q: 3 clusters Score -1620320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1620321.250000 Penalty: 4822.540527
	Iteration 89Q: 3 clusters Score -1620321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1620326.750000 Penalty: 4822.540527
	Iteration 90Q: 3 clusters Score -1620327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1620330.000000 Penalty: 4822.540527
	Iteration 91Q: 3 clusters Score -1620330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1620332.250000 Penalty: 4822.540527
	Iteration 92Q: 3 clusters Score -1620332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1620333.000000 Penalty: 4822.540527
	Iteration 93Q: 3 clusters Score -1620333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1620332.875000 Penalty: 4822.540527
	Iteration 94Q: 3 clusters Score -1620333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1620334.250000 Penalty: 4822.540527
	Iteration 95Q: 3 clusters Score -1620334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1620332.625000 Penalty: 4822.540527
	Iteration 96Q: 3 clusters Score -1620333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1620333.750000 Penalty: 4822.540527
	Iteration 97Q: 3 clusters Score -1620334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1620336.125000 Penalty: 4822.540527
	Iteration 98Q: 3 clusters Score -1620336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1620332.375000 Penalty: 4822.540527
	Iteration 99Q: 3 clusters Score -1620332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1620334.500000 Penalty: 4822.540527
	Iteration 100F: 3 clusters Score -1620334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1620334.625000 Penalty: 4822.540527
	Iteration 101Q: 3 clusters Score -1620335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1620335.125000 Penalty: 4822.540527
	Iteration 102Q: 3 clusters Score -1620335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1620334.750000 Penalty: 4822.540527
	Iteration 103Q: 3 clusters Score -1620335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1620334.125000 Penalty: 4822.540527
	Iteration 104Q: 3 clusters Score -1620334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1620333.625000 Penalty: 4822.540527
	Iteration 105Q: 3 clusters Score -1620334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1620329.750000 Penalty: 4822.540527
	Iteration 106Q: 3 clusters Score -1620330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1620333.125000 Penalty: 4822.540527
	Iteration 107Q: 3 clusters Score -1620333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1620335.125000 Penalty: 4822.540527
	Iteration 108Q: 3 clusters Score -1620335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1620331.625000 Penalty: 4822.540527
	Iteration 109Q: 3 clusters Score -1620332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1620331.625000 Penalty: 4822.540527
	Iteration 110F: 3 clusters Score -1620332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 176191 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 6157 members 
Mstep: Class 6 contains 61665 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 35519 members 
Mstep: Class 9 contains 17433 members 
Mstep: Class 10 contains 33447 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 19245 members 
Mstep: Class 13 contains 117517 members 
Mstep: Class 14 contains 18493 members 
Mstep: Class 15 contains 330119 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 21623 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 4242 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 293026 members 
Mstep: Class 23 contains 42646 members 
Mstep: Class 24 contains 16971 members 
Mstep: Class 25 contains 4796 members 
Mstep: Class 26 contains 14478 members 
Mstep: Class 27 contains 207311 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7460 members 
Mstep: Class 30 contains 43362 members 
Mstep: Class 31 contains 21344 members 
Mstep: Class 32 contains 10647 members 
Mstep: Class 33 contains 43295 members 
Mstep: Class 34 contains 1253 members 
Mstep: Class 35 contains 6276 members 
Mstep: Class 36 contains 11899 members 
Entering Unmasked Estep 
Score: -157090272.000000 Penalty: 127643.281250
Splitting cluster 25 changes total score from -157064288.000000 to -157090272.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 26 (14478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Entering Unmasked Estep 
Score: -1436987.375000 Penalty: 2375.935547
	Iteration 0F: 2 clusters Score -1436987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1426562.000000 Penalty: 4751.871094
	Iteration 0F: 3 clusters Score -1426562 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1429972.000000 Penalty: 4751.871094
	Iteration 1F: 3 clusters Score -1429972 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1430551.625000 Penalty: 4751.871094
	Iteration 2F: 3 clusters Score -1430552 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1431077.000000 Penalty: 4751.871094
	Iteration 3F: 3 clusters Score -1431077 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1431570.000000 Penalty: 4751.871094
	Iteration 4F: 3 clusters Score -1431570 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1432047.875000 Penalty: 4751.871094
	Iteration 5F: 3 clusters Score -1432048 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1432484.625000 Penalty: 4751.871094
	Iteration 6F: 3 clusters Score -1432485 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1432889.500000 Penalty: 4751.871094
	Iteration 7Q: 3 clusters Score -1432890 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1433272.500000 Penalty: 4751.871094
	Iteration 8Q: 3 clusters Score -1433272 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1433600.875000 Penalty: 4751.871094
	Iteration 9Q: 3 clusters Score -1433601 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1433874.750000 Penalty: 4751.871094
	Iteration 10Q: 3 clusters Score -1433875 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1434100.750000 Penalty: 4751.871094
	Iteration 11Q: 3 clusters Score -1434101 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1434322.000000 Penalty: 4751.871094
	Iteration 12Q: 3 clusters Score -1434322 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1434500.125000 Penalty: 4751.871094
	Iteration 13Q: 3 clusters Score -1434500 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1434636.500000 Penalty: 4751.871094
	Iteration 14Q: 3 clusters Score -1434636 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1434730.625000 Penalty: 4751.871094
	Iteration 15Q: 3 clusters Score -1434731 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1434821.125000 Penalty: 4751.871094
	Iteration 16Q: 3 clusters Score -1434821 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1434887.750000 Penalty: 4751.871094
	Iteration 17Q: 3 clusters Score -1434888 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1434943.750000 Penalty: 4751.871094
	Iteration 18Q: 3 clusters Score -1434944 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1434994.125000 Penalty: 4751.871094
	Iteration 19Q: 3 clusters Score -1434994 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1435041.125000 Penalty: 4751.871094
	Iteration 20F: 3 clusters Score -1435041 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1435104.125000 Penalty: 4751.871094
	Iteration 21Q: 3 clusters Score -1435104 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1435177.250000 Penalty: 4751.871094
	Iteration 22Q: 3 clusters Score -1435177 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1435238.750000 Penalty: 4751.871094
	Iteration 23Q: 3 clusters Score -1435239 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1435280.000000 Penalty: 4751.871094
	Iteration 24Q: 3 clusters Score -1435280 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1435312.875000 Penalty: 4751.871094
	Iteration 25Q: 3 clusters Score -1435313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1435334.500000 Penalty: 4751.871094
	Iteration 26Q: 3 clusters Score -1435334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1435366.250000 Penalty: 4751.871094
	Iteration 27Q: 3 clusters Score -1435366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1435383.500000 Penalty: 4751.871094
	Iteration 28Q: 3 clusters Score -1435384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1435408.000000 Penalty: 4751.871094
	Iteration 29Q: 3 clusters Score -1435408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1435416.500000 Penalty: 4751.871094
	Iteration 30Q: 3 clusters Score -1435416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1435429.250000 Penalty: 4751.871094
	Iteration 31Q: 3 clusters Score -1435429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1435433.250000 Penalty: 4751.871094
	Iteration 32Q: 3 clusters Score -1435433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1435441.250000 Penalty: 4751.871094
	Iteration 33Q: 3 clusters Score -1435441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1435444.625000 Penalty: 4751.871094
	Iteration 34Q: 3 clusters Score -1435445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1435441.500000 Penalty: 4751.871094
	Iteration 35Q: 3 clusters Score -1435442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1435451.250000 Penalty: 4751.871094
	Iteration 36Q: 3 clusters Score -1435451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1435453.000000 Penalty: 4751.871094
	Iteration 37Q: 3 clusters Score -1435453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1435460.375000 Penalty: 4751.871094
	Iteration 38Q: 3 clusters Score -1435460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1435463.750000 Penalty: 4751.871094
	Iteration 39Q: 3 clusters Score -1435464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1435469.250000 Penalty: 4751.871094
	Iteration 40F: 3 clusters Score -1435469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1435470.125000 Penalty: 4751.871094
	Iteration 41Q: 3 clusters Score -1435470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1435471.375000 Penalty: 4751.871094
	Iteration 42Q: 3 clusters Score -1435471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1435474.500000 Penalty: 4751.871094
	Iteration 43Q: 3 clusters Score -1435474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1435475.625000 Penalty: 4751.871094
	Iteration 44Q: 3 clusters Score -1435476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1435476.125000 Penalty: 4751.871094
	Iteration 45Q: 3 clusters Score -1435476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1435476.750000 Penalty: 4751.871094
	Iteration 46Q: 3 clusters Score -1435477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1435476.625000 Penalty: 4751.871094
	Iteration 47Q: 3 clusters Score -1435477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1435476.625000 Penalty: 4751.871094
	Iteration 48F: 3 clusters Score -1435477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (207311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207311 members 
Entering Unmasked Estep 
Score: -20882536.000000 Penalty: 3036.010010
	Iteration 0F: 2 clusters Score -2.088254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103851 members 
Mstep: Class 2 contains 103460 members 
Entering Unmasked Estep 
Score: -20744100.000000 Penalty: 6072.020020
	Iteration 0F: 3 clusters Score -2.07441e+07 nChanged 99573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105028 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -20802914.000000 Penalty: 6072.020020
	Iteration 1F: 3 clusters Score -2.080291e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105818 members 
Mstep: Class 2 contains 101493 members 
Entering Unmasked Estep 
Score: -20805382.000000 Penalty: 6072.020020
	Iteration 2Q: 3 clusters Score -2.080538e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107260 members 
Mstep: Class 2 contains 100051 members 
Entering Unmasked Estep 
Score: -20809370.000000 Penalty: 6072.020020
	Iteration 3Q: 3 clusters Score -2.080937e+07 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110177 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -20815662.000000 Penalty: 6072.020020
	Iteration 4F: 3 clusters Score -2.081566e+07 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115484 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -20824684.000000 Penalty: 6072.020020
	Iteration 5F: 3 clusters Score -2.082468e+07 nChanged 15327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123757 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -20836482.000000 Penalty: 6072.020020
	Iteration 6F: 3 clusters Score -2.083648e+07 nChanged 15853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134166 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -20850292.000000 Penalty: 6072.020020
	Iteration 7F: 3 clusters Score -2.085029e+07 nChanged 13611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144267 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -20862342.000000 Penalty: 6072.020020
	Iteration 8F: 3 clusters Score -2.086234e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152407 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -20869918.000000 Penalty: 6072.020020
	Iteration 9Q: 3 clusters Score -2.086992e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158932 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -20874704.000000 Penalty: 6072.020020
	Iteration 10Q: 3 clusters Score -2.08747e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -20878194.000000 Penalty: 6072.020020
	Iteration 11Q: 3 clusters Score -2.087819e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168634 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -20880594.000000 Penalty: 6072.020020
	Iteration 12Q: 3 clusters Score -2.088059e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172185 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -20882446.000000 Penalty: 6072.020020
	Iteration 13Q: 3 clusters Score -2.088245e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175137 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -20883780.000000 Penalty: 6072.020020
	Iteration 14Q: 3 clusters Score -2.088378e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177537 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -20884740.000000 Penalty: 6072.020020
	Iteration 15Q: 3 clusters Score -2.088474e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179584 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -20885402.000000 Penalty: 6072.020020
	Iteration 16Q: 3 clusters Score -2.08854e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181207 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -20885804.000000 Penalty: 6072.020020
	Iteration 17Q: 3 clusters Score -2.08858e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182556 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -20886038.000000 Penalty: 6072.020020
	Iteration 18Q: 3 clusters Score -2.088604e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183688 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -20886242.000000 Penalty: 6072.020020
	Iteration 19Q: 3 clusters Score -2.088624e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184690 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -20886384.000000 Penalty: 6072.020020
	Iteration 20F: 3 clusters Score -2.088638e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185501 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -20886566.000000 Penalty: 6072.020020
	Iteration 21Q: 3 clusters Score -2.088657e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186200 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -20886652.000000 Penalty: 6072.020020
	Iteration 22Q: 3 clusters Score -2.088665e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186779 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -20886686.000000 Penalty: 6072.020020
	Iteration 23Q: 3 clusters Score -2.088669e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187252 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -20886716.000000 Penalty: 6072.020020
	Iteration 24Q: 3 clusters Score -2.088672e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187660 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -20886718.000000 Penalty: 6072.020020
	Iteration 25Q: 3 clusters Score -2.088672e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188006 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -20886788.000000 Penalty: 6072.020020
	Iteration 26Q: 3 clusters Score -2.088679e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188299 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -20886844.000000 Penalty: 6072.020020
	Iteration 27Q: 3 clusters Score -2.088684e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188536 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -20886844.000000 Penalty: 6072.020020
	Iteration 28Q: 3 clusters Score -2.088684e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188763 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -20886874.000000 Penalty: 6072.020020
	Iteration 29Q: 3 clusters Score -2.088687e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188943 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -20886960.000000 Penalty: 6072.020020
	Iteration 30Q: 3 clusters Score -2.088696e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189088 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -20886950.000000 Penalty: 6072.020020
	Iteration 31Q: 3 clusters Score -2.088695e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189197 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -20886932.000000 Penalty: 6072.020020
	Iteration 32Q: 3 clusters Score -2.088693e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189300 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -20886966.000000 Penalty: 6072.020020
	Iteration 33Q: 3 clusters Score -2.088697e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189399 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -20886952.000000 Penalty: 6072.020020
	Iteration 34Q: 3 clusters Score -2.088695e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189493 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -20886976.000000 Penalty: 6072.020020
	Iteration 35Q: 3 clusters Score -2.088698e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189575 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -20887006.000000 Penalty: 6072.020020
	Iteration 36Q: 3 clusters Score -2.088701e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189652 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -20886998.000000 Penalty: 6072.020020
	Iteration 37Q: 3 clusters Score -2.0887e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189719 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -20886954.000000 Penalty: 6072.020020
	Iteration 38Q: 3 clusters Score -2.088695e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189783 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -20886952.000000 Penalty: 6072.020020
	Iteration 39Q: 3 clusters Score -2.088695e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189838 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -20886974.000000 Penalty: 6072.020020
	Iteration 40F: 3 clusters Score -2.088697e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189883 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -20886976.000000 Penalty: 6072.020020
	Iteration 41Q: 3 clusters Score -2.088698e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189925 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -20886966.000000 Penalty: 6072.020020
	Iteration 42Q: 3 clusters Score -2.088697e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189959 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -20886976.000000 Penalty: 6072.020020
	Iteration 43Q: 3 clusters Score -2.088698e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189986 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -20886972.000000 Penalty: 6072.020020
	Iteration 44Q: 3 clusters Score -2.088697e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190013 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -20887002.000000 Penalty: 6072.020020
	Iteration 45Q: 3 clusters Score -2.0887e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190045 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -20886998.000000 Penalty: 6072.020020
	Iteration 46Q: 3 clusters Score -2.0887e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190074 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -20886982.000000 Penalty: 6072.020020
	Iteration 47Q: 3 clusters Score -2.088698e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190098 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -20886968.000000 Penalty: 6072.020020
	Iteration 48Q: 3 clusters Score -2.088697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190114 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -20886970.000000 Penalty: 6072.020020
	Iteration 49Q: 3 clusters Score -2.088697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190129 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -20886982.000000 Penalty: 6072.020020
	Iteration 50Q: 3 clusters Score -2.088698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190142 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -20886996.000000 Penalty: 6072.020020
	Iteration 51Q: 3 clusters Score -2.0887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190152 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -20887020.000000 Penalty: 6072.020020
	Iteration 52Q: 3 clusters Score -2.088702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190158 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -20887020.000000 Penalty: 6072.020020
	Iteration 53Q: 3 clusters Score -2.088702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190168 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -20887004.000000 Penalty: 6072.020020
	Iteration 54Q: 3 clusters Score -2.0887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190178 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -20887004.000000 Penalty: 6072.020020
	Iteration 55Q: 3 clusters Score -2.0887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190184 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -20886998.000000 Penalty: 6072.020020
	Iteration 56Q: 3 clusters Score -2.0887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190187 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -20887002.000000 Penalty: 6072.020020
	Iteration 57Q: 3 clusters Score -2.0887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190192 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -20887006.000000 Penalty: 6072.020020
	Iteration 58Q: 3 clusters Score -2.088701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190200 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -20886996.000000 Penalty: 6072.020020
	Iteration 59Q: 3 clusters Score -2.0887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190206 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -20886990.000000 Penalty: 6072.020020
	Iteration 60F: 3 clusters Score -2.088699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190211 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -20886998.000000 Penalty: 6072.020020
	Iteration 61Q: 3 clusters Score -2.0887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190216 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -20887006.000000 Penalty: 6072.020020
	Iteration 62Q: 3 clusters Score -2.088701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190218 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -20887000.000000 Penalty: 6072.020020
	Iteration 63Q: 3 clusters Score -2.0887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190222 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -20887002.000000 Penalty: 6072.020020
	Iteration 64Q: 3 clusters Score -2.0887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190225 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -20886994.000000 Penalty: 6072.020020
	Iteration 65Q: 3 clusters Score -2.088699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190229 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -20887008.000000 Penalty: 6072.020020
	Iteration 66Q: 3 clusters Score -2.088701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190232 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -20886994.000000 Penalty: 6072.020020
	Iteration 67Q: 3 clusters Score -2.088699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190233 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -20886998.000000 Penalty: 6072.020020
	Iteration 68Q: 3 clusters Score -2.0887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190233 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -20886998.000000 Penalty: 6072.020020
	Iteration 69F: 3 clusters Score -2.0887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 176191 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 6157 members 
Mstep: Class 6 contains 61665 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 35519 members 
Mstep: Class 9 contains 17433 members 
Mstep: Class 10 contains 33447 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 19245 members 
Mstep: Class 13 contains 117517 members 
Mstep: Class 14 contains 18493 members 
Mstep: Class 15 contains 330119 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 21623 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 4242 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 293026 members 
Mstep: Class 23 contains 42646 members 
Mstep: Class 24 contains 16971 members 
Mstep: Class 25 contains 4796 members 
Mstep: Class 26 contains 14478 members 
Mstep: Class 27 contains 190233 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7460 members 
Mstep: Class 30 contains 43362 members 
Mstep: Class 31 contains 21344 members 
Mstep: Class 32 contains 10647 members 
Mstep: Class 33 contains 43295 members 
Mstep: Class 34 contains 1253 members 
Mstep: Class 35 contains 6276 members 
Mstep: Class 36 contains 11899 members 
Mstep: Class 37 contains 17078 members 
Entering Unmasked Estep 
Score: -157093984.000000 Penalty: 131188.937500
Splitting cluster 27 changes total score from -157064288.000000 to -157093984.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 28 (4370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Entering Unmasked Estep 
Score: -416732.781250 Penalty: 2078.864746
	Iteration 0F: 2 clusters Score -416732.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -412652.187500 Penalty: 4157.729492
	Iteration 0F: 3 clusters Score -412652.2 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -413575.531250 Penalty: 4157.729492
	Iteration 1F: 3 clusters Score -413575.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -413801.843750 Penalty: 4157.729492
	Iteration 2F: 3 clusters Score -413801.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -413974.812500 Penalty: 4157.729492
	Iteration 3F: 3 clusters Score -413974.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -414128.125000 Penalty: 4157.729492
	Iteration 4Q: 3 clusters Score -414128.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -414260.437500 Penalty: 4157.729492
	Iteration 5Q: 3 clusters Score -414260.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -414420.875000 Penalty: 4157.729492
	Iteration 6Q: 3 clusters Score -414420.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -414630.625000 Penalty: 4157.729492
	Iteration 7Q: 3 clusters Score -414630.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -414843.593750 Penalty: 4157.729492
	Iteration 8Q: 3 clusters Score -414843.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -415092.125000 Penalty: 4157.729492
	Iteration 9Q: 3 clusters Score -415092.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -415307.500000 Penalty: 4157.729492
	Iteration 10Q: 3 clusters Score -415307.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -415442.781250 Penalty: 4157.729492
	Iteration 11Q: 3 clusters Score -415442.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -415526.812500 Penalty: 4157.729492
	Iteration 12Q: 3 clusters Score -415526.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -415579.250000 Penalty: 4157.729492
	Iteration 13Q: 3 clusters Score -415579.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -415625.875000 Penalty: 4157.729492
	Iteration 14Q: 3 clusters Score -415625.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -415660.031250 Penalty: 4157.729492
	Iteration 15Q: 3 clusters Score -415660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -415683.562500 Penalty: 4157.729492
	Iteration 16Q: 3 clusters Score -415683.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -415697.375000 Penalty: 4157.729492
	Iteration 17Q: 3 clusters Score -415697.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -415708.062500 Penalty: 4157.729492
	Iteration 18Q: 3 clusters Score -415708.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -415711.968750 Penalty: 4157.729492
	Iteration 19Q: 3 clusters Score -415712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -415714.875000 Penalty: 4157.729492
	Iteration 20F: 3 clusters Score -415714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -415716.468750 Penalty: 4157.729492
	Iteration 21Q: 3 clusters Score -415716.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -415718.468750 Penalty: 4157.729492
	Iteration 22Q: 3 clusters Score -415718.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -415719.343750 Penalty: 4157.729492
	Iteration 23Q: 3 clusters Score -415719.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -415719.031250 Penalty: 4157.729492
	Iteration 24Q: 3 clusters Score -415719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -415721.781250 Penalty: 4157.729492
	Iteration 25Q: 3 clusters Score -415721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -415721.937500 Penalty: 4157.729492
	Iteration 26Q: 3 clusters Score -415721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -415722.687500 Penalty: 4157.729492
	Iteration 27Q: 3 clusters Score -415722.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -415723.000000 Penalty: 4157.729492
	Iteration 28Q: 3 clusters Score -415723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -415724.406250 Penalty: 4157.729492
	Iteration 29Q: 3 clusters Score -415724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -415724.218750 Penalty: 4157.729492
	Iteration 30Q: 3 clusters Score -415724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -415724.218750 Penalty: 4157.729492
	Iteration 31F: 3 clusters Score -415724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Entering Unmasked Estep 
Score: -699354.250000 Penalty: 2211.493164
	Iteration 0F: 2 clusters Score -699354.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -693282.562500 Penalty: 4422.986328
	Iteration 0F: 3 clusters Score -693282.6 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -694933.250000 Penalty: 4422.986328
	Iteration 1F: 3 clusters Score -694933.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -695279.312500 Penalty: 4422.986328
	Iteration 2F: 3 clusters Score -695279.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -695601.125000 Penalty: 4422.986328
	Iteration 3F: 3 clusters Score -695601.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -695867.937500 Penalty: 4422.986328
	Iteration 4F: 3 clusters Score -695867.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -696068.562500 Penalty: 4422.986328
	Iteration 5Q: 3 clusters Score -696068.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -696209.062500 Penalty: 4422.986328
	Iteration 6Q: 3 clusters Score -696209.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -696355.125000 Penalty: 4422.986328
	Iteration 7Q: 3 clusters Score -696355.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -696483.562500 Penalty: 4422.986328
	Iteration 8Q: 3 clusters Score -696483.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -696587.125000 Penalty: 4422.986328
	Iteration 9Q: 3 clusters Score -696587.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -696685.062500 Penalty: 4422.986328
	Iteration 10Q: 3 clusters Score -696685.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -696786.750000 Penalty: 4422.986328
	Iteration 11Q: 3 clusters Score -696786.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -696891.937500 Penalty: 4422.986328
	Iteration 12Q: 3 clusters Score -696891.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -696982.750000 Penalty: 4422.986328
	Iteration 13Q: 3 clusters Score -696982.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -697075.562500 Penalty: 4422.986328
	Iteration 14Q: 3 clusters Score -697075.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -697155.375000 Penalty: 4422.986328
	Iteration 15Q: 3 clusters Score -697155.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -697224.062500 Penalty: 4422.986328
	Iteration 16Q: 3 clusters Score -697224.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -697274.062500 Penalty: 4422.986328
	Iteration 17Q: 3 clusters Score -697274.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -697318.187500 Penalty: 4422.986328
	Iteration 18Q: 3 clusters Score -697318.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -697365.562500 Penalty: 4422.986328
	Iteration 19Q: 3 clusters Score -697365.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -697405.687500 Penalty: 4422.986328
	Iteration 20F: 3 clusters Score -697405.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -697446.937500 Penalty: 4422.986328
	Iteration 21Q: 3 clusters Score -697446.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -697485.250000 Penalty: 4422.986328
	Iteration 22Q: 3 clusters Score -697485.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -697516.500000 Penalty: 4422.986328
	Iteration 23Q: 3 clusters Score -697516.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -697539.625000 Penalty: 4422.986328
	Iteration 24Q: 3 clusters Score -697539.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -697554.312500 Penalty: 4422.986328
	Iteration 25Q: 3 clusters Score -697554.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -697574.812500 Penalty: 4422.986328
	Iteration 26Q: 3 clusters Score -697574.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -697587.000000 Penalty: 4422.986328
	Iteration 27Q: 3 clusters Score -697587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -697595.312500 Penalty: 4422.986328
	Iteration 28Q: 3 clusters Score -697595.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -697602.187500 Penalty: 4422.986328
	Iteration 29Q: 3 clusters Score -697602.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -697607.500000 Penalty: 4422.986328
	Iteration 30Q: 3 clusters Score -697607.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -697611.125000 Penalty: 4422.986328
	Iteration 31Q: 3 clusters Score -697611.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -697617.250000 Penalty: 4422.986328
	Iteration 32Q: 3 clusters Score -697617.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -697622.437500 Penalty: 4422.986328
	Iteration 33Q: 3 clusters Score -697622.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -697627.375000 Penalty: 4422.986328
	Iteration 34Q: 3 clusters Score -697627.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -697632.750000 Penalty: 4422.986328
	Iteration 35Q: 3 clusters Score -697632.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -697638.375000 Penalty: 4422.986328
	Iteration 36Q: 3 clusters Score -697638.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -697645.562500 Penalty: 4422.986328
	Iteration 37Q: 3 clusters Score -697645.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -697644.937500 Penalty: 4422.986328
	Iteration 38Q: 3 clusters Score -697644.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -697647.250000 Penalty: 4422.986328
	Iteration 39Q: 3 clusters Score -697647.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -697650.187500 Penalty: 4422.986328
	Iteration 40F: 3 clusters Score -697650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -697651.500000 Penalty: 4422.986328
	Iteration 41Q: 3 clusters Score -697651.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -697652.875000 Penalty: 4422.986328
	Iteration 42Q: 3 clusters Score -697652.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -697652.875000 Penalty: 4422.986328
	Iteration 43F: 3 clusters Score -697652.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (43362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Entering Unmasked Estep 
Score: -4282466.000000 Penalty: 2647.979980
	Iteration 0F: 2 clusters Score -4282466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -4253103.500000 Penalty: 5295.959961
	Iteration 0F: 3 clusters Score -4253104 nChanged 19974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -4264222.500000 Penalty: 5295.959961
	Iteration 1F: 3 clusters Score -4264222 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -4264743.500000 Penalty: 5295.959961
	Iteration 2Q: 3 clusters Score -4264744 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -4265280.000000 Penalty: 5295.959961
	Iteration 3Q: 3 clusters Score -4265280 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -4265835.000000 Penalty: 5295.959961
	Iteration 4Q: 3 clusters Score -4265835 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -4266464.500000 Penalty: 5295.959961
	Iteration 5Q: 3 clusters Score -4266464 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -4267187.000000 Penalty: 5295.959961
	Iteration 6Q: 3 clusters Score -4267187 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -4268014.000000 Penalty: 5295.959961
	Iteration 7Q: 3 clusters Score -4268014 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -4268977.500000 Penalty: 5295.959961
	Iteration 8Q: 3 clusters Score -4268978 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -4270047.000000 Penalty: 5295.959961
	Iteration 9Q: 3 clusters Score -4270047 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -4271234.500000 Penalty: 5295.959961
	Iteration 10Q: 3 clusters Score -4271234 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -4272491.500000 Penalty: 5295.959961
	Iteration 11Q: 3 clusters Score -4272492 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -4273780.000000 Penalty: 5295.959961
	Iteration 12Q: 3 clusters Score -4273780 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -4275011.500000 Penalty: 5295.959961
	Iteration 13Q: 3 clusters Score -4275012 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -4276029.000000 Penalty: 5295.959961
	Iteration 14Q: 3 clusters Score -4276029 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -4276666.500000 Penalty: 5295.959961
	Iteration 15Q: 3 clusters Score -4276666 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4277079.000000 Penalty: 5295.959961
	Iteration 16Q: 3 clusters Score -4277079 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -4277373.500000 Penalty: 5295.959961
	Iteration 17Q: 3 clusters Score -4277374 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4277624.000000 Penalty: 5295.959961
	Iteration 18Q: 3 clusters Score -4277624 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4277864.000000 Penalty: 5295.959961
	Iteration 19Q: 3 clusters Score -4277864 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -4278147.500000 Penalty: 5295.959961
	Iteration 20F: 3 clusters Score -4278148 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -4278408.000000 Penalty: 5295.959961
	Iteration 21Q: 3 clusters Score -4278408 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -4278685.000000 Penalty: 5295.959961
	Iteration 22Q: 3 clusters Score -4278685 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -4278944.500000 Penalty: 5295.959961
	Iteration 23Q: 3 clusters Score -4278944 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4279230.500000 Penalty: 5295.959961
	Iteration 24Q: 3 clusters Score -4279230 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -4279501.000000 Penalty: 5295.959961
	Iteration 25Q: 3 clusters Score -4279501 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -4279764.000000 Penalty: 5295.959961
	Iteration 26Q: 3 clusters Score -4279764 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -4279989.000000 Penalty: 5295.959961
	Iteration 27Q: 3 clusters Score -4279989 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -4280146.500000 Penalty: 5295.959961
	Iteration 28Q: 3 clusters Score -4280146 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -4280270.500000 Penalty: 5295.959961
	Iteration 29Q: 3 clusters Score -4280270 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4280357.500000 Penalty: 5295.959961
	Iteration 30Q: 3 clusters Score -4280358 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -4280418.000000 Penalty: 5295.959961
	Iteration 31Q: 3 clusters Score -4280418 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -4280467.000000 Penalty: 5295.959961
	Iteration 32Q: 3 clusters Score -4280467 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -4280520.500000 Penalty: 5295.959961
	Iteration 33Q: 3 clusters Score -4280520 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -4280545.500000 Penalty: 5295.959961
	Iteration 34Q: 3 clusters Score -4280546 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -4280568.500000 Penalty: 5295.959961
	Iteration 35Q: 3 clusters Score -4280568 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -4280592.000000 Penalty: 5295.959961
	Iteration 36Q: 3 clusters Score -4280592 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -4280616.500000 Penalty: 5295.959961
	Iteration 37Q: 3 clusters Score -4280616 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -4280629.000000 Penalty: 5295.959961
	Iteration 38Q: 3 clusters Score -4280629 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -4280632.000000 Penalty: 5295.959961
	Iteration 39Q: 3 clusters Score -4280632 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -4280655.500000 Penalty: 5295.959961
	Iteration 40F: 3 clusters Score -4280656 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -4280663.500000 Penalty: 5295.959961
	Iteration 41Q: 3 clusters Score -4280664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -4280664.500000 Penalty: 5295.959961
	Iteration 42Q: 3 clusters Score -4280664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -4280677.000000 Penalty: 5295.959961
	Iteration 43Q: 3 clusters Score -4280677 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -4280690.500000 Penalty: 5295.959961
	Iteration 44Q: 3 clusters Score -4280690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -4280707.500000 Penalty: 5295.959961
	Iteration 45Q: 3 clusters Score -4280708 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -4280718.500000 Penalty: 5295.959961
	Iteration 46Q: 3 clusters Score -4280718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -4280731.500000 Penalty: 5295.959961
	Iteration 47Q: 3 clusters Score -4280732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -4280736.000000 Penalty: 5295.959961
	Iteration 48Q: 3 clusters Score -4280736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -4280759.000000 Penalty: 5295.959961
	Iteration 49Q: 3 clusters Score -4280759 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -4280775.500000 Penalty: 5295.959961
	Iteration 50Q: 3 clusters Score -4280776 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -4280788.500000 Penalty: 5295.959961
	Iteration 51Q: 3 clusters Score -4280788 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -4280803.000000 Penalty: 5295.959961
	Iteration 52Q: 3 clusters Score -4280803 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -4280823.000000 Penalty: 5295.959961
	Iteration 53Q: 3 clusters Score -4280823 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -4280821.000000 Penalty: 5295.959961
	Iteration 54Q: 3 clusters Score -4280821 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -4280833.500000 Penalty: 5295.959961
	Iteration 55Q: 3 clusters Score -4280834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -4280847.000000 Penalty: 5295.959961
	Iteration 56Q: 3 clusters Score -4280847 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -4280854.000000 Penalty: 5295.959961
	Iteration 57Q: 3 clusters Score -4280854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -4280873.500000 Penalty: 5295.959961
	Iteration 58Q: 3 clusters Score -4280874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -4280873.000000 Penalty: 5295.959961
	Iteration 59Q: 3 clusters Score -4280873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -4280882.500000 Penalty: 5295.959961
	Iteration 60F: 3 clusters Score -4280882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -4280886.500000 Penalty: 5295.959961
	Iteration 61Q: 3 clusters Score -4280886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -4280888.000000 Penalty: 5295.959961
	Iteration 62Q: 3 clusters Score -4280888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -4280889.000000 Penalty: 5295.959961
	Iteration 63Q: 3 clusters Score -4280889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -4280895.000000 Penalty: 5295.959961
	Iteration 64Q: 3 clusters Score -4280895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -4280907.000000 Penalty: 5295.959961
	Iteration 65Q: 3 clusters Score -4280907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -4280917.500000 Penalty: 5295.959961
	Iteration 66Q: 3 clusters Score -4280918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -4280927.500000 Penalty: 5295.959961
	Iteration 67Q: 3 clusters Score -4280928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -4280933.000000 Penalty: 5295.959961
	Iteration 68Q: 3 clusters Score -4280933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -4280938.500000 Penalty: 5295.959961
	Iteration 69Q: 3 clusters Score -4280938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -4280952.500000 Penalty: 5295.959961
	Iteration 70Q: 3 clusters Score -4280952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -4280953.000000 Penalty: 5295.959961
	Iteration 71Q: 3 clusters Score -4280953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -4280959.000000 Penalty: 5295.959961
	Iteration 72Q: 3 clusters Score -4280959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -4280961.000000 Penalty: 5295.959961
	Iteration 73Q: 3 clusters Score -4280961 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -4280968.500000 Penalty: 5295.959961
	Iteration 74Q: 3 clusters Score -4280968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -4280968.000000 Penalty: 5295.959961
	Iteration 75Q: 3 clusters Score -4280968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -4280973.000000 Penalty: 5295.959961
	Iteration 76Q: 3 clusters Score -4280973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -4280981.000000 Penalty: 5295.959961
	Iteration 77Q: 3 clusters Score -4280981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -4280980.500000 Penalty: 5295.959961
	Iteration 78Q: 3 clusters Score -4280980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -4280986.500000 Penalty: 5295.959961
	Iteration 79Q: 3 clusters Score -4280986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -4280990.500000 Penalty: 5295.959961
	Iteration 80F: 3 clusters Score -4280990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -4280990.500000 Penalty: 5295.959961
	Iteration 81Q: 3 clusters Score -4280990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -4281004.500000 Penalty: 5295.959961
	Iteration 82Q: 3 clusters Score -4281004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -4281013.000000 Penalty: 5295.959961
	Iteration 83Q: 3 clusters Score -4281013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -4281024.500000 Penalty: 5295.959961
	Iteration 84Q: 3 clusters Score -4281024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -4281034.500000 Penalty: 5295.959961
	Iteration 85Q: 3 clusters Score -4281034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -4281053.500000 Penalty: 5295.959961
	Iteration 86Q: 3 clusters Score -4281054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -4281057.000000 Penalty: 5295.959961
	Iteration 87Q: 3 clusters Score -4281057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -4281065.000000 Penalty: 5295.959961
	Iteration 88Q: 3 clusters Score -4281065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -4281094.000000 Penalty: 5295.959961
	Iteration 89Q: 3 clusters Score -4281094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -4281126.500000 Penalty: 5295.959961
	Iteration 90Q: 3 clusters Score -4281126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -4281154.000000 Penalty: 5295.959961
	Iteration 91Q: 3 clusters Score -4281154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -4281180.500000 Penalty: 5295.959961
	Iteration 92Q: 3 clusters Score -4281180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -4281214.000000 Penalty: 5295.959961
	Iteration 93Q: 3 clusters Score -4281214 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -4281242.500000 Penalty: 5295.959961
	Iteration 94Q: 3 clusters Score -4281242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -4281256.500000 Penalty: 5295.959961
	Iteration 95Q: 3 clusters Score -4281256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -4281265.500000 Penalty: 5295.959961
	Iteration 96Q: 3 clusters Score -4281266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -4281282.500000 Penalty: 5295.959961
	Iteration 97Q: 3 clusters Score -4281282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -4281290.500000 Penalty: 5295.959961
	Iteration 98Q: 3 clusters Score -4281290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -4281299.000000 Penalty: 5295.959961
	Iteration 99Q: 3 clusters Score -4281299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -4281321.000000 Penalty: 5295.959961
	Iteration 100F: 3 clusters Score -4281321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -4281326.000000 Penalty: 5295.959961
	Iteration 101Q: 3 clusters Score -4281326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -4281333.500000 Penalty: 5295.959961
	Iteration 102Q: 3 clusters Score -4281334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -4281342.000000 Penalty: 5295.959961
	Iteration 103Q: 3 clusters Score -4281342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -4281348.000000 Penalty: 5295.959961
	Iteration 104Q: 3 clusters Score -4281348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -4281346.500000 Penalty: 5295.959961
	Iteration 105Q: 3 clusters Score -4281346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -4281351.000000 Penalty: 5295.959961
	Iteration 106Q: 3 clusters Score -4281351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -4281353.500000 Penalty: 5295.959961
	Iteration 107Q: 3 clusters Score -4281354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -4281353.500000 Penalty: 5295.959961
	Iteration 108Q: 3 clusters Score -4281354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -4281355.000000 Penalty: 5295.959961
	Iteration 109Q: 3 clusters Score -4281355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -4281351.000000 Penalty: 5295.959961
	Iteration 110Q: 3 clusters Score -4281351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -4281354.000000 Penalty: 5295.959961
	Iteration 111Q: 3 clusters Score -4281354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -4281355.500000 Penalty: 5295.959961
	Iteration 112Q: 3 clusters Score -4281356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -4281353.000000 Penalty: 5295.959961
	Iteration 113Q: 3 clusters Score -4281353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -4281354.000000 Penalty: 5295.959961
	Iteration 114Q: 3 clusters Score -4281354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -4281355.500000 Penalty: 5295.959961
	Iteration 115Q: 3 clusters Score -4281356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -4281354.000000 Penalty: 5295.959961
	Iteration 116Q: 3 clusters Score -4281354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -4281360.500000 Penalty: 5295.959961
	Iteration 117Q: 3 clusters Score -4281360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -4281359.500000 Penalty: 5295.959961
	Iteration 118Q: 3 clusters Score -4281360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -4281360.500000 Penalty: 5295.959961
	Iteration 119Q: 3 clusters Score -4281360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -4281356.500000 Penalty: 5295.959961
	Iteration 120F: 3 clusters Score -4281356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -4281359.500000 Penalty: 5295.959961
	Iteration 121Q: 3 clusters Score -4281360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -4281360.000000 Penalty: 5295.959961
	Iteration 122Q: 3 clusters Score -4281360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -4281359.500000 Penalty: 5295.959961
	Iteration 123Q: 3 clusters Score -4281360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -4281362.000000 Penalty: 5295.959961
	Iteration 124Q: 3 clusters Score -4281362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -4281366.000000 Penalty: 5295.959961
	Iteration 125Q: 3 clusters Score -4281366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -4281368.000000 Penalty: 5295.959961
	Iteration 126Q: 3 clusters Score -4281368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -4281364.500000 Penalty: 5295.959961
	Iteration 127Q: 3 clusters Score -4281364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -4281369.000000 Penalty: 5295.959961
	Iteration 128Q: 3 clusters Score -4281369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -4281369.000000 Penalty: 5295.959961
	Iteration 129F: 3 clusters Score -4281369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 176191 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 6157 members 
Mstep: Class 6 contains 61665 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 35519 members 
Mstep: Class 9 contains 17433 members 
Mstep: Class 10 contains 33447 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 19245 members 
Mstep: Class 13 contains 117517 members 
Mstep: Class 14 contains 18493 members 
Mstep: Class 15 contains 330119 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 21623 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 4242 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 293026 members 
Mstep: Class 23 contains 42646 members 
Mstep: Class 24 contains 16971 members 
Mstep: Class 25 contains 4796 members 
Mstep: Class 26 contains 14478 members 
Mstep: Class 27 contains 190233 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7460 members 
Mstep: Class 30 contains 43362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157107232.000000 Penalty: 131188.937500
Iteration 79Q: 38 clusters Score -1.571072e+08 nChanged 39837
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 175708 members 
Mstep: Class 2 contains 9487 members 
Mstep: Class 3 contains 10229 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 60647 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 35351 members 
Mstep: Class 9 contains 17448 members 
Mstep: Class 10 contains 33068 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 19171 members 
Mstep: Class 13 contains 116975 members 
Mstep: Class 14 contains 18679 members 
Mstep: Class 15 contains 335037 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 21538 members 
Mstep: Class 18 contains 3046 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 7190 members 
Mstep: Class 22 contains 293435 members 
Mstep: Class 23 contains 42602 members 
Mstep: Class 24 contains 16963 members 
Mstep: Class 25 contains 5040 members 
Mstep: Class 26 contains 14566 members 
Mstep: Class 27 contains 190045 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7482 members 
Mstep: Class 30 contains 43151 members 
Mstep: Class 31 contains 20721 members 
Mstep: Class 32 contains 10408 members 
Mstep: Class 33 contains 42082 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 6340 members 
Mstep: Class 36 contains 11607 members 
Mstep: Class 37 contains 16794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157118096.000000 Penalty: 131188.937500
Iteration 80F: 38 clusters Score -1.571181e+08 nChanged 27524
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 174431 members 
Mstep: Class 2 contains 9363 members 
Mstep: Class 3 contains 10205 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 5615 members 
Mstep: Class 6 contains 59772 members 
Mstep: Class 7 contains 1656 members 
Mstep: Class 8 contains 35306 members 
Mstep: Class 9 contains 17332 members 
Mstep: Class 10 contains 32735 members 
Mstep: Class 11 contains 6177 members 
Mstep: Class 12 contains 19080 members 
Mstep: Class 13 contains 116111 members 
Mstep: Class 14 contains 18475 members 
Mstep: Class 15 contains 337561 members 
Mstep: Class 16 contains 2903 members 
Mstep: Class 17 contains 21352 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 4263 members 
Mstep: Class 20 contains 4237 members 
Mstep: Class 21 contains 6973 members 
Mstep: Class 22 contains 292765 members 
Mstep: Class 23 contains 42517 members 
Mstep: Class 24 contains 16837 members 
Mstep: Class 25 contains 5191 members 
Mstep: Class 26 contains 14451 members 
Mstep: Class 27 contains 188580 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7501 members 
Mstep: Class 30 contains 42899 members 
Mstep: Class 31 contains 20790 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 44705 members 
Mstep: Class 34 contains 1277 members 
Mstep: Class 35 contains 6582 members 
Mstep: Class 36 contains 12259 members 
Mstep: Class 37 contains 17619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157122144.000000 Penalty: 131188.937500
Iteration 81Q: 38 clusters Score -1.571221e+08 nChanged 18095
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 173307 members 
Mstep: Class 2 contains 9319 members 
Mstep: Class 3 contains 10192 members 
Mstep: Class 4 contains 2945 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 59111 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 35269 members 
Mstep: Class 9 contains 17229 members 
Mstep: Class 10 contains 32548 members 
Mstep: Class 11 contains 6186 members 
Mstep: Class 12 contains 18989 members 
Mstep: Class 13 contains 115183 members 
Mstep: Class 14 contains 18287 members 
Mstep: Class 15 contains 339529 members 
Mstep: Class 16 contains 2879 members 
Mstep: Class 17 contains 21094 members 
Mstep: Class 18 contains 3056 members 
Mstep: Class 19 contains 4168 members 
Mstep: Class 20 contains 4226 members 
Mstep: Class 21 contains 6782 members 
Mstep: Class 22 contains 292257 members 
Mstep: Class 23 contains 42425 members 
Mstep: Class 24 contains 16765 members 
Mstep: Class 25 contains 5351 members 
Mstep: Class 26 contains 14362 members 
Mstep: Class 27 contains 188061 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7493 members 
Mstep: Class 30 contains 42721 members 
Mstep: Class 31 contains 20741 members 
Mstep: Class 32 contains 10699 members 
Mstep: Class 33 contains 46645 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 6787 members 
Mstep: Class 36 contains 12658 members 
Mstep: Class 37 contains 18283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157124208.000000 Penalty: 131188.937500
Iteration 82Q: 38 clusters Score -1.571242e+08 nChanged 14271
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 172167 members 
Mstep: Class 2 contains 9297 members 
Mstep: Class 3 contains 10183 members 
Mstep: Class 4 contains 3015 members 
Mstep: Class 5 contains 5442 members 
Mstep: Class 6 contains 58712 members 
Mstep: Class 7 contains 1682 members 
Mstep: Class 8 contains 35253 members 
Mstep: Class 9 contains 17134 members 
Mstep: Class 10 contains 32381 members 
Mstep: Class 11 contains 6199 members 
Mstep: Class 12 contains 18904 members 
Mstep: Class 13 contains 114319 members 
Mstep: Class 14 contains 18098 members 
Mstep: Class 15 contains 340901 members 
Mstep: Class 16 contains 2859 members 
Mstep: Class 17 contains 20818 members 
Mstep: Class 18 contains 3064 members 
Mstep: Class 19 contains 4092 members 
Mstep: Class 20 contains 4204 members 
Mstep: Class 21 contains 6613 members 
Mstep: Class 22 contains 291893 members 
Mstep: Class 23 contains 42354 members 
Mstep: Class 24 contains 16716 members 
Mstep: Class 25 contains 5513 members 
Mstep: Class 26 contains 14267 members 
Mstep: Class 27 contains 187786 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7493 members 
Mstep: Class 30 contains 42560 members 
Mstep: Class 31 contains 20695 members 
Mstep: Class 32 contains 10773 members 
Mstep: Class 33 contains 48497 members 
Mstep: Class 34 contains 1310 members 
Mstep: Class 35 contains 6947 members 
Mstep: Class 36 contains 12986 members 
Mstep: Class 37 contains 18909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157125440.000000 Penalty: 131188.937500
Iteration 83Q: 38 clusters Score -1.571254e+08 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 171046 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 10180 members 
Mstep: Class 4 contains 3073 members 
Mstep: Class 5 contains 5396 members 
Mstep: Class 6 contains 58409 members 
Mstep: Class 7 contains 1686 members 
Mstep: Class 8 contains 35264 members 
Mstep: Class 9 contains 17055 members 
Mstep: Class 10 contains 32294 members 
Mstep: Class 11 contains 6209 members 
Mstep: Class 12 contains 18831 members 
Mstep: Class 13 contains 113525 members 
Mstep: Class 14 contains 17937 members 
Mstep: Class 15 contains 341829 members 
Mstep: Class 16 contains 2851 members 
Mstep: Class 17 contains 20565 members 
Mstep: Class 18 contains 3068 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 4191 members 
Mstep: Class 21 contains 6460 members 
Mstep: Class 22 contains 291636 members 
Mstep: Class 23 contains 42278 members 
Mstep: Class 24 contains 16673 members 
Mstep: Class 25 contains 5651 members 
Mstep: Class 26 contains 14174 members 
Mstep: Class 27 contains 187694 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7483 members 
Mstep: Class 30 contains 42444 members 
Mstep: Class 31 contains 20654 members 
Mstep: Class 32 contains 10824 members 
Mstep: Class 33 contains 50240 members 
Mstep: Class 34 contains 1317 members 
Mstep: Class 35 contains 7084 members 
Mstep: Class 36 contains 13207 members 
Mstep: Class 37 contains 19503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157126400.000000 Penalty: 131188.937500
Iteration 84Q: 38 clusters Score -1.571264e+08 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 169926 members 
Mstep: Class 2 contains 9263 members 
Mstep: Class 3 contains 10209 members 
Mstep: Class 4 contains 3127 members 
Mstep: Class 5 contains 5374 members 
Mstep: Class 6 contains 58210 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 35247 members 
Mstep: Class 9 contains 16987 members 
Mstep: Class 10 contains 32239 members 
Mstep: Class 11 contains 6207 members 
Mstep: Class 12 contains 18771 members 
Mstep: Class 13 contains 112770 members 
Mstep: Class 14 contains 17783 members 
Mstep: Class 15 contains 342705 members 
Mstep: Class 16 contains 2844 members 
Mstep: Class 17 contains 20367 members 
Mstep: Class 18 contains 3068 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4174 members 
Mstep: Class 21 contains 6313 members 
Mstep: Class 22 contains 291399 members 
Mstep: Class 23 contains 42202 members 
Mstep: Class 24 contains 16656 members 
Mstep: Class 25 contains 5758 members 
Mstep: Class 26 contains 14113 members 
Mstep: Class 27 contains 187611 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7485 members 
Mstep: Class 30 contains 42337 members 
Mstep: Class 31 contains 20613 members 
Mstep: Class 32 contains 10855 members 
Mstep: Class 33 contains 51845 members 
Mstep: Class 34 contains 1321 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 13385 members 
Mstep: Class 37 contains 20035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157127600.000000 Penalty: 131188.937500
Iteration 85Q: 38 clusters Score -1.571276e+08 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 168830 members 
Mstep: Class 2 contains 9243 members 
Mstep: Class 3 contains 10240 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 5333 members 
Mstep: Class 6 contains 58075 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 35260 members 
Mstep: Class 9 contains 16923 members 
Mstep: Class 10 contains 32216 members 
Mstep: Class 11 contains 6217 members 
Mstep: Class 12 contains 18709 members 
Mstep: Class 13 contains 112107 members 
Mstep: Class 14 contains 17656 members 
Mstep: Class 15 contains 343170 members 
Mstep: Class 16 contains 2841 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 3072 members 
Mstep: Class 19 contains 3903 members 
Mstep: Class 20 contains 4164 members 
Mstep: Class 21 contains 6202 members 
Mstep: Class 22 contains 291204 members 
Mstep: Class 23 contains 42175 members 
Mstep: Class 24 contains 16642 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 14057 members 
Mstep: Class 27 contains 187691 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7488 members 
Mstep: Class 30 contains 42248 members 
Mstep: Class 31 contains 20588 members 
Mstep: Class 32 contains 10883 members 
Mstep: Class 33 contains 53350 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 7270 members 
Mstep: Class 36 contains 13568 members 
Mstep: Class 37 contains 20509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128304.000000 Penalty: 131188.937500
Iteration 86Q: 38 clusters Score -1.571283e+08 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 167797 members 
Mstep: Class 2 contains 9228 members 
Mstep: Class 3 contains 10263 members 
Mstep: Class 4 contains 3192 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 57963 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 35281 members 
Mstep: Class 9 contains 16874 members 
Mstep: Class 10 contains 32185 members 
Mstep: Class 11 contains 6227 members 
Mstep: Class 12 contains 18651 members 
Mstep: Class 13 contains 111542 members 
Mstep: Class 14 contains 17561 members 
Mstep: Class 15 contains 343597 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 20011 members 
Mstep: Class 18 contains 3077 members 
Mstep: Class 19 contains 3835 members 
Mstep: Class 20 contains 4162 members 
Mstep: Class 21 contains 6117 members 
Mstep: Class 22 contains 291049 members 
Mstep: Class 23 contains 42151 members 
Mstep: Class 24 contains 16624 members 
Mstep: Class 25 contains 5946 members 
Mstep: Class 26 contains 14005 members 
Mstep: Class 27 contains 187759 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7485 members 
Mstep: Class 30 contains 42158 members 
Mstep: Class 31 contains 20568 members 
Mstep: Class 32 contains 10908 members 
Mstep: Class 33 contains 54675 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 7323 members 
Mstep: Class 36 contains 13710 members 
Mstep: Class 37 contains 20945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128256.000000 Penalty: 131188.937500
Iteration 87Q: 38 clusters Score -1.571283e+08 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 166823 members 
Mstep: Class 2 contains 9212 members 
Mstep: Class 3 contains 10289 members 
Mstep: Class 4 contains 3211 members 
Mstep: Class 5 contains 5282 members 
Mstep: Class 6 contains 57882 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 35299 members 
Mstep: Class 9 contains 16853 members 
Mstep: Class 10 contains 32180 members 
Mstep: Class 11 contains 6237 members 
Mstep: Class 12 contains 18602 members 
Mstep: Class 13 contains 111050 members 
Mstep: Class 14 contains 17457 members 
Mstep: Class 15 contains 344037 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 19877 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 19 contains 3774 members 
Mstep: Class 20 contains 4149 members 
Mstep: Class 21 contains 6045 members 
Mstep: Class 22 contains 290868 members 
Mstep: Class 23 contains 42155 members 
Mstep: Class 24 contains 16610 members 
Mstep: Class 25 contains 6041 members 
Mstep: Class 26 contains 13971 members 
Mstep: Class 27 contains 187829 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7470 members 
Mstep: Class 30 contains 42074 members 
Mstep: Class 31 contains 20545 members 
Mstep: Class 32 contains 10932 members 
Mstep: Class 33 contains 55825 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 7364 members 
Mstep: Class 36 contains 13846 members 
Mstep: Class 37 contains 21319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128032.000000 Penalty: 131188.937500
Iteration 88Q: 38 clusters Score -1.57128e+08 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 165921 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 10319 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 5259 members 
Mstep: Class 6 contains 57833 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35308 members 
Mstep: Class 9 contains 16820 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 6238 members 
Mstep: Class 12 contains 18568 members 
Mstep: Class 13 contains 110602 members 
Mstep: Class 14 contains 17351 members 
Mstep: Class 15 contains 344383 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 19743 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 3721 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 290683 members 
Mstep: Class 23 contains 42157 members 
Mstep: Class 24 contains 16589 members 
Mstep: Class 25 contains 6120 members 
Mstep: Class 26 contains 13949 members 
Mstep: Class 27 contains 187984 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 7470 members 
Mstep: Class 30 contains 42015 members 
Mstep: Class 31 contains 20523 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 56854 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 7404 members 
Mstep: Class 36 contains 13964 members 
Mstep: Class 37 contains 21649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128576.000000 Penalty: 131188.937500
Iteration 89Q: 38 clusters Score -1.571286e+08 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 165121 members 
Mstep: Class 2 contains 9190 members 
Mstep: Class 3 contains 10341 members 
Mstep: Class 4 contains 3247 members 
Mstep: Class 5 contains 5232 members 
Mstep: Class 6 contains 57843 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35315 members 
Mstep: Class 9 contains 16793 members 
Mstep: Class 10 contains 32184 members 
Mstep: Class 11 contains 6243 members 
Mstep: Class 12 contains 18533 members 
Mstep: Class 13 contains 110173 members 
Mstep: Class 14 contains 17273 members 
Mstep: Class 15 contains 344665 members 
Mstep: Class 16 contains 2822 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 3674 members 
Mstep: Class 20 contains 4117 members 
Mstep: Class 21 contains 5934 members 
Mstep: Class 22 contains 290546 members 
Mstep: Class 23 contains 42174 members 
Mstep: Class 24 contains 16572 members 
Mstep: Class 25 contains 6208 members 
Mstep: Class 26 contains 13924 members 
Mstep: Class 27 contains 188052 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7454 members 
Mstep: Class 30 contains 41967 members 
Mstep: Class 31 contains 20507 members 
Mstep: Class 32 contains 10957 members 
Mstep: Class 33 contains 57819 members 
Mstep: Class 34 contains 1321 members 
Mstep: Class 35 contains 7434 members 
Mstep: Class 36 contains 14052 members 
Mstep: Class 37 contains 21939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128400.000000 Penalty: 131188.937500
Iteration 90Q: 38 clusters Score -1.571284e+08 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164309 members 
Mstep: Class 2 contains 9175 members 
Mstep: Class 3 contains 10377 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 5213 members 
Mstep: Class 6 contains 57852 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 35310 members 
Mstep: Class 9 contains 16756 members 
Mstep: Class 10 contains 32181 members 
Mstep: Class 11 contains 6243 members 
Mstep: Class 12 contains 18507 members 
Mstep: Class 13 contains 109808 members 
Mstep: Class 14 contains 17225 members 
Mstep: Class 15 contains 344974 members 
Mstep: Class 16 contains 2821 members 
Mstep: Class 17 contains 19542 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 4092 members 
Mstep: Class 21 contains 5881 members 
Mstep: Class 22 contains 290443 members 
Mstep: Class 23 contains 42195 members 
Mstep: Class 24 contains 16558 members 
Mstep: Class 25 contains 6284 members 
Mstep: Class 26 contains 13906 members 
Mstep: Class 27 contains 188099 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7456 members 
Mstep: Class 30 contains 41930 members 
Mstep: Class 31 contains 20491 members 
Mstep: Class 32 contains 10966 members 
Mstep: Class 33 contains 58687 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 7458 members 
Mstep: Class 36 contains 14130 members 
Mstep: Class 37 contains 22177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128512.000000 Penalty: 131188.937500
Iteration 91Q: 38 clusters Score -1.571285e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 163620 members 
Mstep: Class 2 contains 9158 members 
Mstep: Class 3 contains 10410 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 5190 members 
Mstep: Class 6 contains 57891 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 35321 members 
Mstep: Class 9 contains 16718 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 6242 members 
Mstep: Class 12 contains 18478 members 
Mstep: Class 13 contains 109442 members 
Mstep: Class 14 contains 17177 members 
Mstep: Class 15 contains 345261 members 
Mstep: Class 16 contains 2821 members 
Mstep: Class 17 contains 19472 members 
Mstep: Class 18 contains 3085 members 
Mstep: Class 19 contains 3570 members 
Mstep: Class 20 contains 4081 members 
Mstep: Class 21 contains 5825 members 
Mstep: Class 22 contains 290375 members 
Mstep: Class 23 contains 42189 members 
Mstep: Class 24 contains 16543 members 
Mstep: Class 25 contains 6353 members 
Mstep: Class 26 contains 13883 members 
Mstep: Class 27 contains 188151 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7443 members 
Mstep: Class 30 contains 41888 members 
Mstep: Class 31 contains 20473 members 
Mstep: Class 32 contains 10968 members 
Mstep: Class 33 contains 59475 members 
Mstep: Class 34 contains 1317 members 
Mstep: Class 35 contains 7474 members 
Mstep: Class 36 contains 14202 members 
Mstep: Class 37 contains 22396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128928.000000 Penalty: 131188.937500
Iteration 92Q: 38 clusters Score -1.571289e+08 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 162961 members 
Mstep: Class 2 contains 9151 members 
Mstep: Class 3 contains 10450 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 5179 members 
Mstep: Class 6 contains 57910 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35331 members 
Mstep: Class 9 contains 16695 members 
Mstep: Class 10 contains 32172 members 
Mstep: Class 11 contains 6244 members 
Mstep: Class 12 contains 18453 members 
Mstep: Class 13 contains 109106 members 
Mstep: Class 14 contains 17125 members 
Mstep: Class 15 contains 345542 members 
Mstep: Class 16 contains 2820 members 
Mstep: Class 17 contains 19393 members 
Mstep: Class 18 contains 3085 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 4075 members 
Mstep: Class 21 contains 5759 members 
Mstep: Class 22 contains 290276 members 
Mstep: Class 23 contains 42195 members 
Mstep: Class 24 contains 16530 members 
Mstep: Class 25 contains 6416 members 
Mstep: Class 26 contains 13867 members 
Mstep: Class 27 contains 188207 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7433 members 
Mstep: Class 30 contains 41853 members 
Mstep: Class 31 contains 20457 members 
Mstep: Class 32 contains 10978 members 
Mstep: Class 33 contains 60206 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 7486 members 
Mstep: Class 36 contains 14270 members 
Mstep: Class 37 contains 22576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128416.000000 Penalty: 131188.937500
Iteration 93Q: 38 clusters Score -1.571284e+08 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 162376 members 
Mstep: Class 2 contains 9150 members 
Mstep: Class 3 contains 10473 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 5172 members 
Mstep: Class 6 contains 57943 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35342 members 
Mstep: Class 9 contains 16669 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 6248 members 
Mstep: Class 12 contains 18429 members 
Mstep: Class 13 contains 108815 members 
Mstep: Class 14 contains 17084 members 
Mstep: Class 15 contains 345736 members 
Mstep: Class 16 contains 2818 members 
Mstep: Class 17 contains 19332 members 
Mstep: Class 18 contains 3085 members 
Mstep: Class 19 contains 3501 members 
Mstep: Class 20 contains 4075 members 
Mstep: Class 21 contains 5701 members 
Mstep: Class 22 contains 290187 members 
Mstep: Class 23 contains 42203 members 
Mstep: Class 24 contains 16521 members 
Mstep: Class 25 contains 6456 members 
Mstep: Class 26 contains 13846 members 
Mstep: Class 27 contains 188266 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7422 members 
Mstep: Class 30 contains 41814 members 
Mstep: Class 31 contains 20461 members 
Mstep: Class 32 contains 10986 members 
Mstep: Class 33 contains 60876 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 7497 members 
Mstep: Class 36 contains 14338 members 
Mstep: Class 37 contains 22737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128800.000000 Penalty: 131188.937500
Iteration 94Q: 38 clusters Score -1.571288e+08 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 161827 members 
Mstep: Class 2 contains 9147 members 
Mstep: Class 3 contains 10486 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 5161 members 
Mstep: Class 6 contains 57966 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35348 members 
Mstep: Class 9 contains 16644 members 
Mstep: Class 10 contains 32158 members 
Mstep: Class 11 contains 6256 members 
Mstep: Class 12 contains 18416 members 
Mstep: Class 13 contains 108540 members 
Mstep: Class 14 contains 17052 members 
Mstep: Class 15 contains 345901 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 19276 members 
Mstep: Class 18 contains 3085 members 
Mstep: Class 19 contains 3464 members 
Mstep: Class 20 contains 4073 members 
Mstep: Class 21 contains 5656 members 
Mstep: Class 22 contains 290133 members 
Mstep: Class 23 contains 42220 members 
Mstep: Class 24 contains 16515 members 
Mstep: Class 25 contains 6498 members 
Mstep: Class 26 contains 13829 members 
Mstep: Class 27 contains 188363 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7411 members 
Mstep: Class 30 contains 41779 members 
Mstep: Class 31 contains 20467 members 
Mstep: Class 32 contains 10992 members 
Mstep: Class 33 contains 61471 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 7503 members 
Mstep: Class 36 contains 14386 members 
Mstep: Class 37 contains 22884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129120.000000 Penalty: 131188.937500
Iteration 95Q: 38 clusters Score -1.571291e+08 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 161297 members 
Mstep: Class 2 contains 9141 members 
Mstep: Class 3 contains 10503 members 
Mstep: Class 4 contains 3301 members 
Mstep: Class 5 contains 5152 members 
Mstep: Class 6 contains 58010 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35356 members 
Mstep: Class 9 contains 16623 members 
Mstep: Class 10 contains 32155 members 
Mstep: Class 11 contains 6255 members 
Mstep: Class 12 contains 18405 members 
Mstep: Class 13 contains 108273 members 
Mstep: Class 14 contains 17029 members 
Mstep: Class 15 contains 346062 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 19237 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 3417 members 
Mstep: Class 20 contains 4075 members 
Mstep: Class 21 contains 5614 members 
Mstep: Class 22 contains 290093 members 
Mstep: Class 23 contains 42240 members 
Mstep: Class 24 contains 16503 members 
Mstep: Class 25 contains 6531 members 
Mstep: Class 26 contains 13812 members 
Mstep: Class 27 contains 188469 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7411 members 
Mstep: Class 30 contains 41749 members 
Mstep: Class 31 contains 20474 members 
Mstep: Class 32 contains 11005 members 
Mstep: Class 33 contains 61985 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7507 members 
Mstep: Class 36 contains 14425 members 
Mstep: Class 37 contains 23011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128976.000000 Penalty: 131188.937500
Iteration 96Q: 38 clusters Score -1.57129e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 160748 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 10506 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 5148 members 
Mstep: Class 6 contains 58053 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35369 members 
Mstep: Class 9 contains 16614 members 
Mstep: Class 10 contains 32150 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 18390 members 
Mstep: Class 13 contains 108048 members 
Mstep: Class 14 contains 17002 members 
Mstep: Class 15 contains 346276 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 19201 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 3358 members 
Mstep: Class 20 contains 4074 members 
Mstep: Class 21 contains 5571 members 
Mstep: Class 22 contains 290067 members 
Mstep: Class 23 contains 42245 members 
Mstep: Class 24 contains 16498 members 
Mstep: Class 25 contains 6557 members 
Mstep: Class 26 contains 13802 members 
Mstep: Class 27 contains 188576 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7402 members 
Mstep: Class 30 contains 41715 members 
Mstep: Class 31 contains 20486 members 
Mstep: Class 32 contains 11012 members 
Mstep: Class 33 contains 62455 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 7516 members 
Mstep: Class 36 contains 14461 members 
Mstep: Class 37 contains 23116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128944.000000 Penalty: 131188.937500
Iteration 97Q: 38 clusters Score -1.571289e+08 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 160221 members 
Mstep: Class 2 contains 9134 members 
Mstep: Class 3 contains 10514 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 5139 members 
Mstep: Class 6 contains 58087 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35379 members 
Mstep: Class 9 contains 16601 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 6266 members 
Mstep: Class 12 contains 18368 members 
Mstep: Class 13 contains 107872 members 
Mstep: Class 14 contains 16977 members 
Mstep: Class 15 contains 346464 members 
Mstep: Class 16 contains 2816 members 
Mstep: Class 17 contains 19167 members 
Mstep: Class 18 contains 3089 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 4074 members 
Mstep: Class 21 contains 5540 members 
Mstep: Class 22 contains 290035 members 
Mstep: Class 23 contains 42262 members 
Mstep: Class 24 contains 16496 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 13796 members 
Mstep: Class 27 contains 188691 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7396 members 
Mstep: Class 30 contains 41687 members 
Mstep: Class 31 contains 20491 members 
Mstep: Class 32 contains 11020 members 
Mstep: Class 33 contains 62877 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 7521 members 
Mstep: Class 36 contains 14487 members 
Mstep: Class 37 contains 23211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128864.000000 Penalty: 131188.937500
Iteration 98Q: 38 clusters Score -1.571289e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 159722 members 
Mstep: Class 2 contains 9125 members 
Mstep: Class 3 contains 10522 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 5138 members 
Mstep: Class 6 contains 58119 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35383 members 
Mstep: Class 9 contains 16585 members 
Mstep: Class 10 contains 32151 members 
Mstep: Class 11 contains 6274 members 
Mstep: Class 12 contains 18350 members 
Mstep: Class 13 contains 107681 members 
Mstep: Class 14 contains 16962 members 
Mstep: Class 15 contains 346639 members 
Mstep: Class 16 contains 2813 members 
Mstep: Class 17 contains 19134 members 
Mstep: Class 18 contains 3089 members 
Mstep: Class 19 contains 3279 members 
Mstep: Class 20 contains 4081 members 
Mstep: Class 21 contains 5515 members 
Mstep: Class 22 contains 290023 members 
Mstep: Class 23 contains 42271 members 
Mstep: Class 24 contains 16490 members 
Mstep: Class 25 contains 6586 members 
Mstep: Class 26 contains 13788 members 
Mstep: Class 27 contains 188825 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7386 members 
Mstep: Class 30 contains 41679 members 
Mstep: Class 31 contains 20504 members 
Mstep: Class 32 contains 11024 members 
Mstep: Class 33 contains 63239 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7525 members 
Mstep: Class 36 contains 14513 members 
Mstep: Class 37 contains 23300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129056.000000 Penalty: 131188.937500
Iteration 99Q: 38 clusters Score -1.571291e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 159267 members 
Mstep: Class 2 contains 9121 members 
Mstep: Class 3 contains 10539 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 5143 members 
Mstep: Class 6 contains 58143 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35388 members 
Mstep: Class 9 contains 16580 members 
Mstep: Class 10 contains 32150 members 
Mstep: Class 11 contains 6279 members 
Mstep: Class 12 contains 18336 members 
Mstep: Class 13 contains 107509 members 
Mstep: Class 14 contains 16941 members 
Mstep: Class 15 contains 346814 members 
Mstep: Class 16 contains 2812 members 
Mstep: Class 17 contains 19104 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 3262 members 
Mstep: Class 20 contains 4080 members 
Mstep: Class 21 contains 5497 members 
Mstep: Class 22 contains 290014 members 
Mstep: Class 23 contains 42268 members 
Mstep: Class 24 contains 16488 members 
Mstep: Class 25 contains 6595 members 
Mstep: Class 26 contains 13779 members 
Mstep: Class 27 contains 188952 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7374 members 
Mstep: Class 30 contains 41663 members 
Mstep: Class 31 contains 20514 members 
Mstep: Class 32 contains 11025 members 
Mstep: Class 33 contains 63549 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7525 members 
Mstep: Class 36 contains 14538 members 
Mstep: Class 37 contains 23378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128944.000000 Penalty: 131188.937500
Iteration 100F: 38 clusters Score -1.571289e+08 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 158854 members 
Mstep: Class 2 contains 9121 members 
Mstep: Class 3 contains 10554 members 
Mstep: Class 4 contains 3312 members 
Mstep: Class 5 contains 5136 members 
Mstep: Class 6 contains 58162 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35398 members 
Mstep: Class 9 contains 16575 members 
Mstep: Class 10 contains 32150 members 
Mstep: Class 11 contains 6282 members 
Mstep: Class 12 contains 18327 members 
Mstep: Class 13 contains 107348 members 
Mstep: Class 14 contains 16928 members 
Mstep: Class 15 contains 346943 members 
Mstep: Class 16 contains 2812 members 
Mstep: Class 17 contains 19093 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 3260 members 
Mstep: Class 20 contains 4082 members 
Mstep: Class 21 contains 5476 members 
Mstep: Class 22 contains 290008 members 
Mstep: Class 23 contains 42271 members 
Mstep: Class 24 contains 16486 members 
Mstep: Class 25 contains 6616 members 
Mstep: Class 26 contains 13770 members 
Mstep: Class 27 contains 189060 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7366 members 
Mstep: Class 30 contains 41641 members 
Mstep: Class 31 contains 20516 members 
Mstep: Class 32 contains 11028 members 
Mstep: Class 33 contains 63842 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 14562 members 
Mstep: Class 37 contains 23434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128912.000000 Penalty: 131188.937500
Iteration 101Q: 38 clusters Score -1.571289e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 158470 members 
Mstep: Class 2 contains 9117 members 
Mstep: Class 3 contains 10569 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 5126 members 
Mstep: Class 6 contains 58182 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35403 members 
Mstep: Class 9 contains 16565 members 
Mstep: Class 10 contains 32150 members 
Mstep: Class 11 contains 6281 members 
Mstep: Class 12 contains 18320 members 
Mstep: Class 13 contains 107189 members 
Mstep: Class 14 contains 16923 members 
Mstep: Class 15 contains 346995 members 
Mstep: Class 16 contains 2811 members 
Mstep: Class 17 contains 19080 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 4081 members 
Mstep: Class 21 contains 5456 members 
Mstep: Class 22 contains 290009 members 
Mstep: Class 23 contains 42276 members 
Mstep: Class 24 contains 16487 members 
Mstep: Class 25 contains 6639 members 
Mstep: Class 26 contains 13758 members 
Mstep: Class 27 contains 189202 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7361 members 
Mstep: Class 30 contains 41618 members 
Mstep: Class 31 contains 20513 members 
Mstep: Class 32 contains 11031 members 
Mstep: Class 33 contains 64152 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7531 members 
Mstep: Class 36 contains 14584 members 
Mstep: Class 37 contains 23484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129200.000000 Penalty: 131188.937500
Iteration 102Q: 38 clusters Score -1.571292e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 158119 members 
Mstep: Class 2 contains 9111 members 
Mstep: Class 3 contains 10582 members 
Mstep: Class 4 contains 3317 members 
Mstep: Class 5 contains 5117 members 
Mstep: Class 6 contains 58204 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35412 members 
Mstep: Class 9 contains 16565 members 
Mstep: Class 10 contains 32145 members 
Mstep: Class 11 contains 6282 members 
Mstep: Class 12 contains 18314 members 
Mstep: Class 13 contains 107054 members 
Mstep: Class 14 contains 16916 members 
Mstep: Class 15 contains 347042 members 
Mstep: Class 16 contains 2808 members 
Mstep: Class 17 contains 19070 members 
Mstep: Class 18 contains 3089 members 
Mstep: Class 19 contains 3263 members 
Mstep: Class 20 contains 4075 members 
Mstep: Class 21 contains 5434 members 
Mstep: Class 22 contains 290016 members 
Mstep: Class 23 contains 42280 members 
Mstep: Class 24 contains 16484 members 
Mstep: Class 25 contains 6665 members 
Mstep: Class 26 contains 13753 members 
Mstep: Class 27 contains 189309 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7365 members 
Mstep: Class 30 contains 41594 members 
Mstep: Class 31 contains 20517 members 
Mstep: Class 32 contains 11033 members 
Mstep: Class 33 contains 64419 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 7533 members 
Mstep: Class 36 contains 14601 members 
Mstep: Class 37 contains 23536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129120.000000 Penalty: 131188.937500
Iteration 103Q: 38 clusters Score -1.571291e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 157812 members 
Mstep: Class 2 contains 9108 members 
Mstep: Class 3 contains 10595 members 
Mstep: Class 4 contains 3317 members 
Mstep: Class 5 contains 5116 members 
Mstep: Class 6 contains 58234 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35419 members 
Mstep: Class 9 contains 16565 members 
Mstep: Class 10 contains 32149 members 
Mstep: Class 11 contains 6281 members 
Mstep: Class 12 contains 18304 members 
Mstep: Class 13 contains 106935 members 
Mstep: Class 14 contains 16909 members 
Mstep: Class 15 contains 347058 members 
Mstep: Class 16 contains 2805 members 
Mstep: Class 17 contains 19064 members 
Mstep: Class 18 contains 3089 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 20 contains 4071 members 
Mstep: Class 21 contains 5415 members 
Mstep: Class 22 contains 290024 members 
Mstep: Class 23 contains 42283 members 
Mstep: Class 24 contains 16477 members 
Mstep: Class 25 contains 6686 members 
Mstep: Class 26 contains 13741 members 
Mstep: Class 27 contains 189412 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7363 members 
Mstep: Class 30 contains 41581 members 
Mstep: Class 31 contains 20521 members 
Mstep: Class 32 contains 11033 members 
Mstep: Class 33 contains 64658 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 14616 members 
Mstep: Class 37 contains 23581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129120.000000 Penalty: 131188.937500
Iteration 104Q: 38 clusters Score -1.571291e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 157487 members 
Mstep: Class 2 contains 9105 members 
Mstep: Class 3 contains 10605 members 
Mstep: Class 4 contains 3317 members 
Mstep: Class 5 contains 5113 members 
Mstep: Class 6 contains 58262 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35423 members 
Mstep: Class 9 contains 16561 members 
Mstep: Class 10 contains 32139 members 
Mstep: Class 11 contains 6284 members 
Mstep: Class 12 contains 18298 members 
Mstep: Class 13 contains 106833 members 
Mstep: Class 14 contains 16896 members 
Mstep: Class 15 contains 347158 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 19059 members 
Mstep: Class 18 contains 3089 members 
Mstep: Class 19 contains 3259 members 
Mstep: Class 20 contains 4072 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 290024 members 
Mstep: Class 23 contains 42287 members 
Mstep: Class 24 contains 16473 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 13731 members 
Mstep: Class 27 contains 189525 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7358 members 
Mstep: Class 30 contains 41562 members 
Mstep: Class 31 contains 20525 members 
Mstep: Class 32 contains 11035 members 
Mstep: Class 33 contains 64846 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 14638 members 
Mstep: Class 37 contains 23618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129312.000000 Penalty: 131188.937500
Iteration 105Q: 38 clusters Score -1.571293e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 157182 members 
Mstep: Class 2 contains 9102 members 
Mstep: Class 3 contains 10610 members 
Mstep: Class 4 contains 3317 members 
Mstep: Class 5 contains 5104 members 
Mstep: Class 6 contains 58292 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 35423 members 
Mstep: Class 9 contains 16558 members 
Mstep: Class 10 contains 32133 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 18298 members 
Mstep: Class 13 contains 106740 members 
Mstep: Class 14 contains 16890 members 
Mstep: Class 15 contains 347254 members 
Mstep: Class 16 contains 2805 members 
Mstep: Class 17 contains 19051 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 3265 members 
Mstep: Class 20 contains 4072 members 
Mstep: Class 21 contains 5370 members 
Mstep: Class 22 contains 290022 members 
Mstep: Class 23 contains 42289 members 
Mstep: Class 24 contains 16466 members 
Mstep: Class 25 contains 6716 members 
Mstep: Class 26 contains 13721 members 
Mstep: Class 27 contains 189657 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7352 members 
Mstep: Class 30 contains 41552 members 
Mstep: Class 31 contains 20531 members 
Mstep: Class 32 contains 11040 members 
Mstep: Class 33 contains 64993 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 14650 members 
Mstep: Class 37 contains 23653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129104.000000 Penalty: 131188.937500
Iteration 106Q: 38 clusters Score -1.571291e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 156875 members 
Mstep: Class 2 contains 9101 members 
Mstep: Class 3 contains 10611 members 
Mstep: Class 4 contains 3318 members 
Mstep: Class 5 contains 5100 members 
Mstep: Class 6 contains 58322 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35423 members 
Mstep: Class 9 contains 16552 members 
Mstep: Class 10 contains 32132 members 
Mstep: Class 11 contains 6296 members 
Mstep: Class 12 contains 18295 members 
Mstep: Class 13 contains 106686 members 
Mstep: Class 14 contains 16879 members 
Mstep: Class 15 contains 347334 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19048 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 3274 members 
Mstep: Class 20 contains 4068 members 
Mstep: Class 21 contains 5338 members 
Mstep: Class 22 contains 290017 members 
Mstep: Class 23 contains 42293 members 
Mstep: Class 24 contains 16464 members 
Mstep: Class 25 contains 6721 members 
Mstep: Class 26 contains 13718 members 
Mstep: Class 27 contains 189785 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7351 members 
Mstep: Class 30 contains 41552 members 
Mstep: Class 31 contains 20536 members 
Mstep: Class 32 contains 11038 members 
Mstep: Class 33 contains 65131 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 7539 members 
Mstep: Class 36 contains 14659 members 
Mstep: Class 37 contains 23676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129072.000000 Penalty: 131188.937500
Iteration 107Q: 38 clusters Score -1.571291e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 156560 members 
Mstep: Class 2 contains 9101 members 
Mstep: Class 3 contains 10610 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 5100 members 
Mstep: Class 6 contains 58354 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35426 members 
Mstep: Class 9 contains 16550 members 
Mstep: Class 10 contains 32120 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 18290 members 
Mstep: Class 13 contains 106638 members 
Mstep: Class 14 contains 16874 members 
Mstep: Class 15 contains 347414 members 
Mstep: Class 16 contains 2801 members 
Mstep: Class 17 contains 19047 members 
Mstep: Class 18 contains 3089 members 
Mstep: Class 19 contains 3289 members 
Mstep: Class 20 contains 4069 members 
Mstep: Class 21 contains 5302 members 
Mstep: Class 22 contains 290021 members 
Mstep: Class 23 contains 42302 members 
Mstep: Class 24 contains 16462 members 
Mstep: Class 25 contains 6729 members 
Mstep: Class 26 contains 13716 members 
Mstep: Class 27 contains 189915 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7351 members 
Mstep: Class 30 contains 41545 members 
Mstep: Class 31 contains 20539 members 
Mstep: Class 32 contains 11037 members 
Mstep: Class 33 contains 65242 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 7539 members 
Mstep: Class 36 contains 14671 members 
Mstep: Class 37 contains 23701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128896.000000 Penalty: 131188.937500
Iteration 108Q: 38 clusters Score -1.571289e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 156260 members 
Mstep: Class 2 contains 9102 members 
Mstep: Class 3 contains 10613 members 
Mstep: Class 4 contains 3321 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 58394 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35432 members 
Mstep: Class 9 contains 16547 members 
Mstep: Class 10 contains 32118 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 18282 members 
Mstep: Class 13 contains 106580 members 
Mstep: Class 14 contains 16870 members 
Mstep: Class 15 contains 347526 members 
Mstep: Class 16 contains 2795 members 
Mstep: Class 17 contains 19046 members 
Mstep: Class 18 contains 3089 members 
Mstep: Class 19 contains 3307 members 
Mstep: Class 20 contains 4068 members 
Mstep: Class 21 contains 5270 members 
Mstep: Class 22 contains 290014 members 
Mstep: Class 23 contains 42310 members 
Mstep: Class 24 contains 16457 members 
Mstep: Class 25 contains 6735 members 
Mstep: Class 26 contains 13711 members 
Mstep: Class 27 contains 190037 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7347 members 
Mstep: Class 30 contains 41538 members 
Mstep: Class 31 contains 20540 members 
Mstep: Class 32 contains 11041 members 
Mstep: Class 33 contains 65325 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7539 members 
Mstep: Class 36 contains 14679 members 
Mstep: Class 37 contains 23727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128624.000000 Penalty: 131188.937500
Iteration 109Q: 38 clusters Score -1.571286e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 155964 members 
Mstep: Class 2 contains 9102 members 
Mstep: Class 3 contains 10617 members 
Mstep: Class 4 contains 3324 members 
Mstep: Class 5 contains 5096 members 
Mstep: Class 6 contains 58437 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35443 members 
Mstep: Class 9 contains 16544 members 
Mstep: Class 10 contains 32118 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 18274 members 
Mstep: Class 13 contains 106526 members 
Mstep: Class 14 contains 16866 members 
Mstep: Class 15 contains 347623 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19048 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 3315 members 
Mstep: Class 20 contains 4071 members 
Mstep: Class 21 contains 5235 members 
Mstep: Class 22 contains 290013 members 
Mstep: Class 23 contains 42321 members 
Mstep: Class 24 contains 16452 members 
Mstep: Class 25 contains 6740 members 
Mstep: Class 26 contains 13707 members 
Mstep: Class 27 contains 190150 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7345 members 
Mstep: Class 30 contains 41530 members 
Mstep: Class 31 contains 20552 members 
Mstep: Class 32 contains 11043 members 
Mstep: Class 33 contains 65398 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7539 members 
Mstep: Class 36 contains 14688 members 
Mstep: Class 37 contains 23751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128512.000000 Penalty: 131188.937500
Iteration 110Q: 38 clusters Score -1.571285e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 155719 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 10625 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 5096 members 
Mstep: Class 6 contains 58475 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35453 members 
Mstep: Class 9 contains 16539 members 
Mstep: Class 10 contains 32118 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 18266 members 
Mstep: Class 13 contains 106492 members 
Mstep: Class 14 contains 16859 members 
Mstep: Class 15 contains 347655 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 19047 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3319 members 
Mstep: Class 20 contains 4070 members 
Mstep: Class 21 contains 5205 members 
Mstep: Class 22 contains 290011 members 
Mstep: Class 23 contains 42331 members 
Mstep: Class 24 contains 16453 members 
Mstep: Class 25 contains 6745 members 
Mstep: Class 26 contains 13703 members 
Mstep: Class 27 contains 190259 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7342 members 
Mstep: Class 30 contains 41513 members 
Mstep: Class 31 contains 20557 members 
Mstep: Class 32 contains 11043 members 
Mstep: Class 33 contains 65495 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7541 members 
Mstep: Class 36 contains 14702 members 
Mstep: Class 37 contains 23770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128416.000000 Penalty: 131188.937500
Iteration 111Q: 38 clusters Score -1.571284e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 155520 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10628 members 
Mstep: Class 4 contains 3327 members 
Mstep: Class 5 contains 5094 members 
Mstep: Class 6 contains 58502 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35454 members 
Mstep: Class 9 contains 16535 members 
Mstep: Class 10 contains 32125 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 18258 members 
Mstep: Class 13 contains 106474 members 
Mstep: Class 14 contains 16855 members 
Mstep: Class 15 contains 347625 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 19044 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3319 members 
Mstep: Class 20 contains 4069 members 
Mstep: Class 21 contains 5177 members 
Mstep: Class 22 contains 290019 members 
Mstep: Class 23 contains 42342 members 
Mstep: Class 24 contains 16452 members 
Mstep: Class 25 contains 6749 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 190369 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7340 members 
Mstep: Class 30 contains 41502 members 
Mstep: Class 31 contains 20562 members 
Mstep: Class 32 contains 11044 members 
Mstep: Class 33 contains 65589 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7543 members 
Mstep: Class 36 contains 14716 members 
Mstep: Class 37 contains 23793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128496.000000 Penalty: 131188.937500
Iteration 112Q: 38 clusters Score -1.571285e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 155338 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10629 members 
Mstep: Class 4 contains 3329 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 58530 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35453 members 
Mstep: Class 9 contains 16530 members 
Mstep: Class 10 contains 32126 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 18252 members 
Mstep: Class 13 contains 106462 members 
Mstep: Class 14 contains 16850 members 
Mstep: Class 15 contains 347574 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 19045 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3322 members 
Mstep: Class 20 contains 4073 members 
Mstep: Class 21 contains 5153 members 
Mstep: Class 22 contains 290021 members 
Mstep: Class 23 contains 42344 members 
Mstep: Class 24 contains 16450 members 
Mstep: Class 25 contains 6758 members 
Mstep: Class 26 contains 13700 members 
Mstep: Class 27 contains 190492 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7338 members 
Mstep: Class 30 contains 41492 members 
Mstep: Class 31 contains 20567 members 
Mstep: Class 32 contains 11043 members 
Mstep: Class 33 contains 65675 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7546 members 
Mstep: Class 36 contains 14728 members 
Mstep: Class 37 contains 23813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128464.000000 Penalty: 131188.937500
Iteration 113Q: 38 clusters Score -1.571285e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 155164 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10637 members 
Mstep: Class 4 contains 3332 members 
Mstep: Class 5 contains 5085 members 
Mstep: Class 6 contains 58551 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35453 members 
Mstep: Class 9 contains 16524 members 
Mstep: Class 10 contains 32122 members 
Mstep: Class 11 contains 6322 members 
Mstep: Class 12 contains 18250 members 
Mstep: Class 13 contains 106451 members 
Mstep: Class 14 contains 16846 members 
Mstep: Class 15 contains 347556 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19045 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 3333 members 
Mstep: Class 20 contains 4071 members 
Mstep: Class 21 contains 5133 members 
Mstep: Class 22 contains 290016 members 
Mstep: Class 23 contains 42344 members 
Mstep: Class 24 contains 16449 members 
Mstep: Class 25 contains 6767 members 
Mstep: Class 26 contains 13699 members 
Mstep: Class 27 contains 190602 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7334 members 
Mstep: Class 30 contains 41487 members 
Mstep: Class 31 contains 20567 members 
Mstep: Class 32 contains 11043 members 
Mstep: Class 33 contains 65744 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7548 members 
Mstep: Class 36 contains 14733 members 
Mstep: Class 37 contains 23832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128240.000000 Penalty: 131188.937500
Iteration 114Q: 38 clusters Score -1.571282e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 154988 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10640 members 
Mstep: Class 4 contains 3334 members 
Mstep: Class 5 contains 5083 members 
Mstep: Class 6 contains 58571 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35450 members 
Mstep: Class 9 contains 16515 members 
Mstep: Class 10 contains 32118 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 18250 members 
Mstep: Class 13 contains 106443 members 
Mstep: Class 14 contains 16846 members 
Mstep: Class 15 contains 347555 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19044 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 3344 members 
Mstep: Class 20 contains 4069 members 
Mstep: Class 21 contains 5119 members 
Mstep: Class 22 contains 290022 members 
Mstep: Class 23 contains 42356 members 
Mstep: Class 24 contains 16447 members 
Mstep: Class 25 contains 6771 members 
Mstep: Class 26 contains 13696 members 
Mstep: Class 27 contains 190694 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7333 members 
Mstep: Class 30 contains 41484 members 
Mstep: Class 31 contains 20573 members 
Mstep: Class 32 contains 11045 members 
Mstep: Class 33 contains 65795 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7548 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 23848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128128.000000 Penalty: 131188.937500
Iteration 115Q: 38 clusters Score -1.571281e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 154835 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10643 members 
Mstep: Class 4 contains 3335 members 
Mstep: Class 5 contains 5082 members 
Mstep: Class 6 contains 58592 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35453 members 
Mstep: Class 9 contains 16515 members 
Mstep: Class 10 contains 32121 members 
Mstep: Class 11 contains 6325 members 
Mstep: Class 12 contains 18249 members 
Mstep: Class 13 contains 106446 members 
Mstep: Class 14 contains 16843 members 
Mstep: Class 15 contains 347557 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19046 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 3343 members 
Mstep: Class 20 contains 4068 members 
Mstep: Class 21 contains 5099 members 
Mstep: Class 22 contains 290020 members 
Mstep: Class 23 contains 42361 members 
Mstep: Class 24 contains 16445 members 
Mstep: Class 25 contains 6774 members 
Mstep: Class 26 contains 13694 members 
Mstep: Class 27 contains 190780 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7327 members 
Mstep: Class 30 contains 41471 members 
Mstep: Class 31 contains 20576 members 
Mstep: Class 32 contains 11046 members 
Mstep: Class 33 contains 65843 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7550 members 
Mstep: Class 36 contains 14740 members 
Mstep: Class 37 contains 23861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128272.000000 Penalty: 131188.937500
Iteration 116Q: 38 clusters Score -1.571283e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 154690 members 
Mstep: Class 2 contains 9098 members 
Mstep: Class 3 contains 10644 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58615 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35456 members 
Mstep: Class 9 contains 16514 members 
Mstep: Class 10 contains 32114 members 
Mstep: Class 11 contains 6325 members 
Mstep: Class 12 contains 18246 members 
Mstep: Class 13 contains 106454 members 
Mstep: Class 14 contains 16839 members 
Mstep: Class 15 contains 347573 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19045 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3349 members 
Mstep: Class 20 contains 4063 members 
Mstep: Class 21 contains 5080 members 
Mstep: Class 22 contains 290016 members 
Mstep: Class 23 contains 42369 members 
Mstep: Class 24 contains 16444 members 
Mstep: Class 25 contains 6778 members 
Mstep: Class 26 contains 13692 members 
Mstep: Class 27 contains 190845 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7326 members 
Mstep: Class 30 contains 41460 members 
Mstep: Class 31 contains 20577 members 
Mstep: Class 32 contains 11046 members 
Mstep: Class 33 contains 65900 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7550 members 
Mstep: Class 36 contains 14744 members 
Mstep: Class 37 contains 23869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128176.000000 Penalty: 131188.937500
Iteration 117Q: 38 clusters Score -1.571282e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 154545 members 
Mstep: Class 2 contains 9098 members 
Mstep: Class 3 contains 10644 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58638 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35454 members 
Mstep: Class 9 contains 16508 members 
Mstep: Class 10 contains 32102 members 
Mstep: Class 11 contains 6325 members 
Mstep: Class 12 contains 18245 members 
Mstep: Class 13 contains 106461 members 
Mstep: Class 14 contains 16834 members 
Mstep: Class 15 contains 347571 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19052 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3359 members 
Mstep: Class 20 contains 4057 members 
Mstep: Class 21 contains 5054 members 
Mstep: Class 22 contains 290029 members 
Mstep: Class 23 contains 42381 members 
Mstep: Class 24 contains 16444 members 
Mstep: Class 25 contains 6783 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 190917 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7330 members 
Mstep: Class 30 contains 41448 members 
Mstep: Class 31 contains 20582 members 
Mstep: Class 32 contains 11048 members 
Mstep: Class 33 contains 65951 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7549 members 
Mstep: Class 36 contains 14748 members 
Mstep: Class 37 contains 23874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128256.000000 Penalty: 131188.937500
Iteration 118Q: 38 clusters Score -1.571283e+08 nChanged 463
Entering ConstructFrom: 
Score: -157128256.000000 Penalty: 131188.937500
Entering ConstructFrom: 
Trying to split cluster 1 (154409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154409 members 
Entering Unmasked Estep 
Score: -15560644.000000 Penalty: 2962.945312
	Iteration 0F: 2 clusters Score -1.556064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77119 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -15457179.000000 Penalty: 5925.890625
	Iteration 0F: 3 clusters Score -1.545718e+07 nChanged 73863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 78783 members 
Entering Unmasked Estep 
Score: -15500059.000000 Penalty: 5925.890625
	Iteration 1F: 3 clusters Score -1.550006e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
Score: -15501145.000000 Penalty: 5925.890625
	Iteration 2Q: 3 clusters Score -1.550114e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -15502558.000000 Penalty: 5925.890625
	Iteration 3Q: 3 clusters Score -1.550256e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Mstep: Class 2 contains 82830 members 
Entering Unmasked Estep 
Score: -15504156.000000 Penalty: 5925.890625
	Iteration 4Q: 3 clusters Score -1.550416e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68459 members 
Mstep: Class 2 contains 85950 members 
Entering Unmasked Estep 
Score: -15506682.000000 Penalty: 5925.890625
	Iteration 5Q: 3 clusters Score -1.550668e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 90767 members 
Entering Unmasked Estep 
Score: -15510603.000000 Penalty: 5925.890625
	Iteration 6F: 3 clusters Score -1.55106e+07 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 97401 members 
Entering Unmasked Estep 
Score: -15517310.000000 Penalty: 5925.890625
	Iteration 7F: 3 clusters Score -1.551731e+07 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 105306 members 
Entering Unmasked Estep 
Score: -15527032.000000 Penalty: 5925.890625
	Iteration 8F: 3 clusters Score -1.552703e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 112086 members 
Entering Unmasked Estep 
Score: -15537096.000000 Penalty: 5925.890625
	Iteration 9F: 3 clusters Score -1.55371e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 116200 members 
Entering Unmasked Estep 
Score: -15542946.000000 Penalty: 5925.890625
	Iteration 10F: 3 clusters Score -1.554295e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 118997 members 
Entering Unmasked Estep 
Score: -15545367.000000 Penalty: 5925.890625
	Iteration 11Q: 3 clusters Score -1.554537e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 121350 members 
Entering Unmasked Estep 
Score: -15546720.000000 Penalty: 5925.890625
	Iteration 12Q: 3 clusters Score -1.554672e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 123468 members 
Entering Unmasked Estep 
Score: -15547754.000000 Penalty: 5925.890625
	Iteration 13Q: 3 clusters Score -1.554775e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 125461 members 
Entering Unmasked Estep 
Score: -15548511.000000 Penalty: 5925.890625
	Iteration 14Q: 3 clusters Score -1.554851e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 127284 members 
Entering Unmasked Estep 
Score: -15549148.000000 Penalty: 5925.890625
	Iteration 15Q: 3 clusters Score -1.554915e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 129021 members 
Entering Unmasked Estep 
Score: -15549783.000000 Penalty: 5925.890625
	Iteration 16Q: 3 clusters Score -1.554978e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 130682 members 
Entering Unmasked Estep 
Score: -15550452.000000 Penalty: 5925.890625
	Iteration 17Q: 3 clusters Score -1.555045e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 132304 members 
Entering Unmasked Estep 
Score: -15550978.000000 Penalty: 5925.890625
	Iteration 18Q: 3 clusters Score -1.555098e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 133865 members 
Entering Unmasked Estep 
Score: -15551503.000000 Penalty: 5925.890625
	Iteration 19Q: 3 clusters Score -1.55515e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 135401 members 
Entering Unmasked Estep 
Score: -15552100.000000 Penalty: 5925.890625
	Iteration 20F: 3 clusters Score -1.55521e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 136867 members 
Entering Unmasked Estep 
Score: -15552494.000000 Penalty: 5925.890625
	Iteration 21Q: 3 clusters Score -1.555249e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 138268 members 
Entering Unmasked Estep 
Score: -15553008.000000 Penalty: 5925.890625
	Iteration 22Q: 3 clusters Score -1.555301e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 139560 members 
Entering Unmasked Estep 
Score: -15553430.000000 Penalty: 5925.890625
	Iteration 23Q: 3 clusters Score -1.555343e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 140783 members 
Entering Unmasked Estep 
Score: -15553838.000000 Penalty: 5925.890625
	Iteration 24Q: 3 clusters Score -1.555384e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 141885 members 
Entering Unmasked Estep 
Score: -15554153.000000 Penalty: 5925.890625
	Iteration 25Q: 3 clusters Score -1.555415e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 142972 members 
Entering Unmasked Estep 
Score: -15554479.000000 Penalty: 5925.890625
	Iteration 26Q: 3 clusters Score -1.555448e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 144022 members 
Entering Unmasked Estep 
Score: -15554845.000000 Penalty: 5925.890625
	Iteration 27Q: 3 clusters Score -1.555484e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 144956 members 
Entering Unmasked Estep 
Score: -15555152.000000 Penalty: 5925.890625
	Iteration 28Q: 3 clusters Score -1.555515e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 145835 members 
Entering Unmasked Estep 
Score: -15555353.000000 Penalty: 5925.890625
	Iteration 29Q: 3 clusters Score -1.555535e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 146637 members 
Entering Unmasked Estep 
Score: -15555674.000000 Penalty: 5925.890625
	Iteration 30Q: 3 clusters Score -1.555567e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 147376 members 
Entering Unmasked Estep 
Score: -15555934.000000 Penalty: 5925.890625
	Iteration 31Q: 3 clusters Score -1.555593e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 148043 members 
Entering Unmasked Estep 
Score: -15556174.000000 Penalty: 5925.890625
	Iteration 32Q: 3 clusters Score -1.555617e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 148648 members 
Entering Unmasked Estep 
Score: -15556388.000000 Penalty: 5925.890625
	Iteration 33Q: 3 clusters Score -1.555639e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 149204 members 
Entering Unmasked Estep 
Score: -15556630.000000 Penalty: 5925.890625
	Iteration 34Q: 3 clusters Score -1.555663e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 149711 members 
Entering Unmasked Estep 
Score: -15556805.000000 Penalty: 5925.890625
	Iteration 35Q: 3 clusters Score -1.55568e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 150166 members 
Entering Unmasked Estep 
Score: -15557059.000000 Penalty: 5925.890625
	Iteration 36Q: 3 clusters Score -1.555706e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 150543 members 
Entering Unmasked Estep 
Score: -15557168.000000 Penalty: 5925.890625
	Iteration 37Q: 3 clusters Score -1.555717e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 150864 members 
Entering Unmasked Estep 
Score: -15557244.000000 Penalty: 5925.890625
	Iteration 38Q: 3 clusters Score -1.555724e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 151170 members 
Entering Unmasked Estep 
Score: -15557339.000000 Penalty: 5925.890625
	Iteration 39Q: 3 clusters Score -1.555734e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 151413 members 
Entering Unmasked Estep 
Score: -15557440.000000 Penalty: 5925.890625
	Iteration 40F: 3 clusters Score -1.555744e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 151625 members 
Entering Unmasked Estep 
Score: -15557507.000000 Penalty: 5925.890625
	Iteration 41Q: 3 clusters Score -1.555751e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 151808 members 
Entering Unmasked Estep 
Score: -15557546.000000 Penalty: 5925.890625
	Iteration 42Q: 3 clusters Score -1.555755e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 151971 members 
Entering Unmasked Estep 
Score: -15557651.000000 Penalty: 5925.890625
	Iteration 43Q: 3 clusters Score -1.555765e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 152139 members 
Entering Unmasked Estep 
Score: -15557762.000000 Penalty: 5925.890625
	Iteration 44Q: 3 clusters Score -1.555776e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 152269 members 
Entering Unmasked Estep 
Score: -15557791.000000 Penalty: 5925.890625
	Iteration 45Q: 3 clusters Score -1.555779e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 152369 members 
Entering Unmasked Estep 
Score: -15557825.000000 Penalty: 5925.890625
	Iteration 46Q: 3 clusters Score -1.555782e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 152460 members 
Entering Unmasked Estep 
Score: -15557838.000000 Penalty: 5925.890625
	Iteration 47Q: 3 clusters Score -1.555784e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 152531 members 
Entering Unmasked Estep 
Score: -15557880.000000 Penalty: 5925.890625
	Iteration 48Q: 3 clusters Score -1.555788e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 152602 members 
Entering Unmasked Estep 
Score: -15557890.000000 Penalty: 5925.890625
	Iteration 49Q: 3 clusters Score -1.555789e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 152658 members 
Entering Unmasked Estep 
Score: -15557925.000000 Penalty: 5925.890625
	Iteration 50Q: 3 clusters Score -1.555792e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 152704 members 
Entering Unmasked Estep 
Score: -15557950.000000 Penalty: 5925.890625
	Iteration 51Q: 3 clusters Score -1.555795e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 152745 members 
Entering Unmasked Estep 
Score: -15557945.000000 Penalty: 5925.890625
	Iteration 52Q: 3 clusters Score -1.555794e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 152784 members 
Entering Unmasked Estep 
Score: -15557986.000000 Penalty: 5925.890625
	Iteration 53Q: 3 clusters Score -1.555799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 152806 members 
Entering Unmasked Estep 
Score: -15557991.000000 Penalty: 5925.890625
	Iteration 54Q: 3 clusters Score -1.555799e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 152826 members 
Entering Unmasked Estep 
Score: -15557991.000000 Penalty: 5925.890625
	Iteration 55Q: 3 clusters Score -1.555799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 152847 members 
Entering Unmasked Estep 
Score: -15557992.000000 Penalty: 5925.890625
	Iteration 56Q: 3 clusters Score -1.555799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 152861 members 
Entering Unmasked Estep 
Score: -15557998.000000 Penalty: 5925.890625
	Iteration 57Q: 3 clusters Score -1.5558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 152877 members 
Entering Unmasked Estep 
Score: -15557996.000000 Penalty: 5925.890625
	Iteration 58Q: 3 clusters Score -1.5558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 152890 members 
Entering Unmasked Estep 
Score: -15557987.000000 Penalty: 5925.890625
	Iteration 59Q: 3 clusters Score -1.555799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 152901 members 
Entering Unmasked Estep 
Score: -15557989.000000 Penalty: 5925.890625
	Iteration 60F: 3 clusters Score -1.555799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 152915 members 
Entering Unmasked Estep 
Score: -15557994.000000 Penalty: 5925.890625
	Iteration 61Q: 3 clusters Score -1.555799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 152927 members 
Entering Unmasked Estep 
Score: -15557994.000000 Penalty: 5925.890625
	Iteration 62Q: 3 clusters Score -1.555799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 152938 members 
Entering Unmasked Estep 
Score: -15557988.000000 Penalty: 5925.890625
	Iteration 63Q: 3 clusters Score -1.555799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 152951 members 
Entering Unmasked Estep 
Score: -15557991.000000 Penalty: 5925.890625
	Iteration 64Q: 3 clusters Score -1.555799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 152960 members 
Entering Unmasked Estep 
Score: -15557980.000000 Penalty: 5925.890625
	Iteration 65Q: 3 clusters Score -1.555798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 152966 members 
Entering Unmasked Estep 
Score: -15557982.000000 Penalty: 5925.890625
	Iteration 66Q: 3 clusters Score -1.555798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 152975 members 
Entering Unmasked Estep 
Score: -15557974.000000 Penalty: 5925.890625
	Iteration 67Q: 3 clusters Score -1.555797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 152984 members 
Entering Unmasked Estep 
Score: -15557981.000000 Penalty: 5925.890625
	Iteration 68Q: 3 clusters Score -1.555798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 152992 members 
Entering Unmasked Estep 
Score: -15557969.000000 Penalty: 5925.890625
	Iteration 69Q: 3 clusters Score -1.555797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 153002 members 
Entering Unmasked Estep 
Score: -15557964.000000 Penalty: 5925.890625
	Iteration 70Q: 3 clusters Score -1.555796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 153008 members 
Entering Unmasked Estep 
Score: -15557957.000000 Penalty: 5925.890625
	Iteration 71Q: 3 clusters Score -1.555796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 153012 members 
Entering Unmasked Estep 
Score: -15557958.000000 Penalty: 5925.890625
	Iteration 72Q: 3 clusters Score -1.555796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 153013 members 
Entering Unmasked Estep 
Score: -15557952.000000 Penalty: 5925.890625
	Iteration 73Q: 3 clusters Score -1.555795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 153015 members 
Entering Unmasked Estep 
Score: -15557959.000000 Penalty: 5925.890625
	Iteration 74Q: 3 clusters Score -1.555796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 153016 members 
Entering Unmasked Estep 
Score: -15557962.000000 Penalty: 5925.890625
	Iteration 75Q: 3 clusters Score -1.555796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 153017 members 
Entering Unmasked Estep 
Score: -15557963.000000 Penalty: 5925.890625
	Iteration 76Q: 3 clusters Score -1.555796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 153017 members 
Entering Unmasked Estep 
Score: -15557963.000000 Penalty: 5925.890625
	Iteration 77F: 3 clusters Score -1.555796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Entering Unmasked Estep 
Score: -910052.687500 Penalty: 2260.720703
	Iteration 0F: 2 clusters Score -910052.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -902980.375000 Penalty: 4521.441406
	Iteration 0F: 3 clusters Score -902980.4 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -905063.625000 Penalty: 4521.441406
	Iteration 1F: 3 clusters Score -905063.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -905383.125000 Penalty: 4521.441406
	Iteration 2F: 3 clusters Score -905383.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -905614.187500 Penalty: 4521.441406
	Iteration 3Q: 3 clusters Score -905614.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -905793.625000 Penalty: 4521.441406
	Iteration 4Q: 3 clusters Score -905793.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -905924.437500 Penalty: 4521.441406
	Iteration 5Q: 3 clusters Score -905924.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -906032.125000 Penalty: 4521.441406
	Iteration 6Q: 3 clusters Score -906032.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -906128.187500 Penalty: 4521.441406
	Iteration 7Q: 3 clusters Score -906128.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -906217.875000 Penalty: 4521.441406
	Iteration 8Q: 3 clusters Score -906217.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -906287.437500 Penalty: 4521.441406
	Iteration 9Q: 3 clusters Score -906287.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -906352.750000 Penalty: 4521.441406
	Iteration 10Q: 3 clusters Score -906352.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -906416.687500 Penalty: 4521.441406
	Iteration 11Q: 3 clusters Score -906416.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -906474.500000 Penalty: 4521.441406
	Iteration 12Q: 3 clusters Score -906474.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -906526.812500 Penalty: 4521.441406
	Iteration 13Q: 3 clusters Score -906526.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -906578.937500 Penalty: 4521.441406
	Iteration 14Q: 3 clusters Score -906578.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -906621.000000 Penalty: 4521.441406
	Iteration 15Q: 3 clusters Score -906621 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -906662.875000 Penalty: 4521.441406
	Iteration 16Q: 3 clusters Score -906662.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -906698.500000 Penalty: 4521.441406
	Iteration 17Q: 3 clusters Score -906698.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -906736.312500 Penalty: 4521.441406
	Iteration 18Q: 3 clusters Score -906736.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -906782.687500 Penalty: 4521.441406
	Iteration 19Q: 3 clusters Score -906782.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -906826.312500 Penalty: 4521.441406
	Iteration 20F: 3 clusters Score -906826.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -906889.687500 Penalty: 4521.441406
	Iteration 21Q: 3 clusters Score -906889.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -906950.375000 Penalty: 4521.441406
	Iteration 22Q: 3 clusters Score -906950.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -907007.125000 Penalty: 4521.441406
	Iteration 23Q: 3 clusters Score -907007.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -907062.375000 Penalty: 4521.441406
	Iteration 24Q: 3 clusters Score -907062.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -907115.562500 Penalty: 4521.441406
	Iteration 25Q: 3 clusters Score -907115.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -907165.937500 Penalty: 4521.441406
	Iteration 26Q: 3 clusters Score -907165.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -907223.625000 Penalty: 4521.441406
	Iteration 27Q: 3 clusters Score -907223.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -907277.312500 Penalty: 4521.441406
	Iteration 28Q: 3 clusters Score -907277.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -907310.562500 Penalty: 4521.441406
	Iteration 29Q: 3 clusters Score -907310.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -907343.875000 Penalty: 4521.441406
	Iteration 30Q: 3 clusters Score -907343.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -907374.750000 Penalty: 4521.441406
	Iteration 31Q: 3 clusters Score -907374.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -907407.562500 Penalty: 4521.441406
	Iteration 32Q: 3 clusters Score -907407.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -907438.687500 Penalty: 4521.441406
	Iteration 33Q: 3 clusters Score -907438.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -907468.062500 Penalty: 4521.441406
	Iteration 34Q: 3 clusters Score -907468.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -907497.500000 Penalty: 4521.441406
	Iteration 35Q: 3 clusters Score -907497.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -907525.875000 Penalty: 4521.441406
	Iteration 36Q: 3 clusters Score -907525.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -907559.062500 Penalty: 4521.441406
	Iteration 37Q: 3 clusters Score -907559.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -907593.687500 Penalty: 4521.441406
	Iteration 38Q: 3 clusters Score -907593.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -907630.750000 Penalty: 4521.441406
	Iteration 39Q: 3 clusters Score -907630.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -907654.625000 Penalty: 4521.441406
	Iteration 40F: 3 clusters Score -907654.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -907683.875000 Penalty: 4521.441406
	Iteration 41Q: 3 clusters Score -907683.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -907716.562500 Penalty: 4521.441406
	Iteration 42Q: 3 clusters Score -907716.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -907728.312500 Penalty: 4521.441406
	Iteration 43Q: 3 clusters Score -907728.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -907747.312500 Penalty: 4521.441406
	Iteration 44Q: 3 clusters Score -907747.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -907760.937500 Penalty: 4521.441406
	Iteration 45Q: 3 clusters Score -907760.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -907774.062500 Penalty: 4521.441406
	Iteration 46Q: 3 clusters Score -907774.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -907783.000000 Penalty: 4521.441406
	Iteration 47Q: 3 clusters Score -907783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -907795.375000 Penalty: 4521.441406
	Iteration 48Q: 3 clusters Score -907795.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -907804.062500 Penalty: 4521.441406
	Iteration 49Q: 3 clusters Score -907804.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -907815.062500 Penalty: 4521.441406
	Iteration 50Q: 3 clusters Score -907815.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -907819.000000 Penalty: 4521.441406
	Iteration 51Q: 3 clusters Score -907819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -907823.125000 Penalty: 4521.441406
	Iteration 52Q: 3 clusters Score -907823.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -907827.125000 Penalty: 4521.441406
	Iteration 53Q: 3 clusters Score -907827.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -907831.562500 Penalty: 4521.441406
	Iteration 54Q: 3 clusters Score -907831.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -907834.875000 Penalty: 4521.441406
	Iteration 55Q: 3 clusters Score -907834.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -907839.062500 Penalty: 4521.441406
	Iteration 56Q: 3 clusters Score -907839.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -907847.000000 Penalty: 4521.441406
	Iteration 57Q: 3 clusters Score -907847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -907853.687500 Penalty: 4521.441406
	Iteration 58Q: 3 clusters Score -907853.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -907859.187500 Penalty: 4521.441406
	Iteration 59Q: 3 clusters Score -907859.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -907866.250000 Penalty: 4521.441406
	Iteration 60F: 3 clusters Score -907866.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -907873.562500 Penalty: 4521.441406
	Iteration 61Q: 3 clusters Score -907873.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -907877.000000 Penalty: 4521.441406
	Iteration 62Q: 3 clusters Score -907877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -907880.375000 Penalty: 4521.441406
	Iteration 63Q: 3 clusters Score -907880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -907882.750000 Penalty: 4521.441406
	Iteration 64Q: 3 clusters Score -907882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -907884.500000 Penalty: 4521.441406
	Iteration 65Q: 3 clusters Score -907884.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -907888.250000 Penalty: 4521.441406
	Iteration 66Q: 3 clusters Score -907888.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -907889.875000 Penalty: 4521.441406
	Iteration 67Q: 3 clusters Score -907889.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -907893.125000 Penalty: 4521.441406
	Iteration 68Q: 3 clusters Score -907893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -907895.125000 Penalty: 4521.441406
	Iteration 69Q: 3 clusters Score -907895.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -907898.062500 Penalty: 4521.441406
	Iteration 70Q: 3 clusters Score -907898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -907900.250000 Penalty: 4521.441406
	Iteration 71Q: 3 clusters Score -907900.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -907902.000000 Penalty: 4521.441406
	Iteration 72Q: 3 clusters Score -907902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -907903.437500 Penalty: 4521.441406
	Iteration 73Q: 3 clusters Score -907903.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -907903.437500 Penalty: 4521.441406
	Iteration 74F: 3 clusters Score -907903.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Entering Unmasked Estep 
Score: -1025610.562500 Penalty: 2299.642334
	Iteration 0F: 2 clusters Score -1025611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1017455.812500 Penalty: 4599.284668
	Iteration 0F: 3 clusters Score -1017456 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1019970.062500 Penalty: 4599.284668
	Iteration 1F: 3 clusters Score -1019970 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1020305.812500 Penalty: 4599.284668
	Iteration 2F: 3 clusters Score -1020306 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1020586.187500 Penalty: 4599.284668
	Iteration 3F: 3 clusters Score -1020586 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1020815.937500 Penalty: 4599.284668
	Iteration 4Q: 3 clusters Score -1020816 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1021003.437500 Penalty: 4599.284668
	Iteration 5Q: 3 clusters Score -1021003 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1021180.250000 Penalty: 4599.284668
	Iteration 6Q: 3 clusters Score -1021180 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1021353.625000 Penalty: 4599.284668
	Iteration 7Q: 3 clusters Score -1021354 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1021523.375000 Penalty: 4599.284668
	Iteration 8Q: 3 clusters Score -1021523 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1021697.562500 Penalty: 4599.284668
	Iteration 9Q: 3 clusters Score -1021698 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1021901.125000 Penalty: 4599.284668
	Iteration 10Q: 3 clusters Score -1021901 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1022103.625000 Penalty: 4599.284668
	Iteration 11Q: 3 clusters Score -1022104 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1022277.687500 Penalty: 4599.284668
	Iteration 12Q: 3 clusters Score -1022278 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1022426.937500 Penalty: 4599.284668
	Iteration 13Q: 3 clusters Score -1022427 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1022545.625000 Penalty: 4599.284668
	Iteration 14Q: 3 clusters Score -1022546 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1022640.625000 Penalty: 4599.284668
	Iteration 15Q: 3 clusters Score -1022641 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1022718.125000 Penalty: 4599.284668
	Iteration 16Q: 3 clusters Score -1022718 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1022794.812500 Penalty: 4599.284668
	Iteration 17Q: 3 clusters Score -1022795 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1022850.437500 Penalty: 4599.284668
	Iteration 18Q: 3 clusters Score -1022850 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1022890.312500 Penalty: 4599.284668
	Iteration 19Q: 3 clusters Score -1022890 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1022916.625000 Penalty: 4599.284668
	Iteration 20F: 3 clusters Score -1022917 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1022943.250000 Penalty: 4599.284668
	Iteration 21Q: 3 clusters Score -1022943 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1022962.062500 Penalty: 4599.284668
	Iteration 22Q: 3 clusters Score -1022962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1022978.562500 Penalty: 4599.284668
	Iteration 23Q: 3 clusters Score -1022979 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1022993.187500 Penalty: 4599.284668
	Iteration 24Q: 3 clusters Score -1022993 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1023007.375000 Penalty: 4599.284668
	Iteration 25Q: 3 clusters Score -1023007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1023017.625000 Penalty: 4599.284668
	Iteration 26Q: 3 clusters Score -1023018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1023033.625000 Penalty: 4599.284668
	Iteration 27Q: 3 clusters Score -1023034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1023048.312500 Penalty: 4599.284668
	Iteration 28Q: 3 clusters Score -1023048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1023059.437500 Penalty: 4599.284668
	Iteration 29Q: 3 clusters Score -1023059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1023076.250000 Penalty: 4599.284668
	Iteration 30Q: 3 clusters Score -1023076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1023085.750000 Penalty: 4599.284668
	Iteration 31Q: 3 clusters Score -1023086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1023097.750000 Penalty: 4599.284668
	Iteration 32Q: 3 clusters Score -1023098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1023103.187500 Penalty: 4599.284668
	Iteration 33Q: 3 clusters Score -1023103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1023110.500000 Penalty: 4599.284668
	Iteration 34Q: 3 clusters Score -1023110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1023120.937500 Penalty: 4599.284668
	Iteration 35Q: 3 clusters Score -1023121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1023131.000000 Penalty: 4599.284668
	Iteration 36Q: 3 clusters Score -1023131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1023135.500000 Penalty: 4599.284668
	Iteration 37Q: 3 clusters Score -1023136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1023143.187500 Penalty: 4599.284668
	Iteration 38Q: 3 clusters Score -1023143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1023152.000000 Penalty: 4599.284668
	Iteration 39Q: 3 clusters Score -1023152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1023157.937500 Penalty: 4599.284668
	Iteration 40F: 3 clusters Score -1023158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1023161.125000 Penalty: 4599.284668
	Iteration 41Q: 3 clusters Score -1023161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1023169.187500 Penalty: 4599.284668
	Iteration 42Q: 3 clusters Score -1023169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1023173.750000 Penalty: 4599.284668
	Iteration 43Q: 3 clusters Score -1023174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1023179.625000 Penalty: 4599.284668
	Iteration 44Q: 3 clusters Score -1023180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1023181.375000 Penalty: 4599.284668
	Iteration 45Q: 3 clusters Score -1023181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1023182.875000 Penalty: 4599.284668
	Iteration 46Q: 3 clusters Score -1023183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1023186.125000 Penalty: 4599.284668
	Iteration 47Q: 3 clusters Score -1023186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1023187.250000 Penalty: 4599.284668
	Iteration 48Q: 3 clusters Score -1023187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1023189.812500 Penalty: 4599.284668
	Iteration 49Q: 3 clusters Score -1023190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1023193.000000 Penalty: 4599.284668
	Iteration 50Q: 3 clusters Score -1023193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1023197.375000 Penalty: 4599.284668
	Iteration 51Q: 3 clusters Score -1023197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1023199.000000 Penalty: 4599.284668
	Iteration 52Q: 3 clusters Score -1023199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1023199.250000 Penalty: 4599.284668
	Iteration 53Q: 3 clusters Score -1023199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1023198.250000 Penalty: 4599.284668
	Iteration 54Q: 3 clusters Score -1023198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1023198.375000 Penalty: 4599.284668
	Iteration 55Q: 3 clusters Score -1023198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1023202.125000 Penalty: 4599.284668
	Iteration 56Q: 3 clusters Score -1023202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1023204.687500 Penalty: 4599.284668
	Iteration 57Q: 3 clusters Score -1023205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1023204.125000 Penalty: 4599.284668
	Iteration 58Q: 3 clusters Score -1023204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1023206.125000 Penalty: 4599.284668
	Iteration 59Q: 3 clusters Score -1023206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1023212.562500 Penalty: 4599.284668
	Iteration 60F: 3 clusters Score -1023213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1023210.937500 Penalty: 4599.284668
	Iteration 61Q: 3 clusters Score -1023211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1023212.187500 Penalty: 4599.284668
	Iteration 62Q: 3 clusters Score -1023212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1023212.875000 Penalty: 4599.284668
	Iteration 63Q: 3 clusters Score -1023213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1023212.812500 Penalty: 4599.284668
	Iteration 64Q: 3 clusters Score -1023213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1023214.375000 Penalty: 4599.284668
	Iteration 65Q: 3 clusters Score -1023214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1023213.875000 Penalty: 4599.284668
	Iteration 66Q: 3 clusters Score -1023214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1023213.375000 Penalty: 4599.284668
	Iteration 67Q: 3 clusters Score -1023213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1023213.187500 Penalty: 4599.284668
	Iteration 68Q: 3 clusters Score -1023213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1023215.375000 Penalty: 4599.284668
	Iteration 69Q: 3 clusters Score -1023215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1023218.625000 Penalty: 4599.284668
	Iteration 70Q: 3 clusters Score -1023219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1023219.875000 Penalty: 4599.284668
	Iteration 71Q: 3 clusters Score -1023220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1023219.875000 Penalty: 4599.284668
	Iteration 72F: 3 clusters Score -1023220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Entering Unmasked Estep 
Score: -315161.906250 Penalty: 2011.906860
	Iteration 0F: 2 clusters Score -315161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -311688.156250 Penalty: 4023.813721
	Iteration 0F: 3 clusters Score -311688.2 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -312514.750000 Penalty: 4023.813721
	Iteration 1F: 3 clusters Score -312514.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -312785.156250 Penalty: 4023.813721
	Iteration 2F: 3 clusters Score -312785.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -312942.812500 Penalty: 4023.813721
	Iteration 3F: 3 clusters Score -312942.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -313080.312500 Penalty: 4023.813721
	Iteration 4Q: 3 clusters Score -313080.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -313185.718750 Penalty: 4023.813721
	Iteration 5Q: 3 clusters Score -313185.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -313272.500000 Penalty: 4023.813721
	Iteration 6Q: 3 clusters Score -313272.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -313335.687500 Penalty: 4023.813721
	Iteration 7Q: 3 clusters Score -313335.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -313388.250000 Penalty: 4023.813721
	Iteration 8Q: 3 clusters Score -313388.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -313425.968750 Penalty: 4023.813721
	Iteration 9Q: 3 clusters Score -313426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -313461.968750 Penalty: 4023.813721
	Iteration 10Q: 3 clusters Score -313462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -313487.375000 Penalty: 4023.813721
	Iteration 11Q: 3 clusters Score -313487.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -313508.781250 Penalty: 4023.813721
	Iteration 12Q: 3 clusters Score -313508.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -313528.875000 Penalty: 4023.813721
	Iteration 13Q: 3 clusters Score -313528.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -313553.281250 Penalty: 4023.813721
	Iteration 14Q: 3 clusters Score -313553.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -313569.781250 Penalty: 4023.813721
	Iteration 15Q: 3 clusters Score -313569.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -313594.906250 Penalty: 4023.813721
	Iteration 16Q: 3 clusters Score -313594.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -313613.781250 Penalty: 4023.813721
	Iteration 17Q: 3 clusters Score -313613.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -313623.250000 Penalty: 4023.813721
	Iteration 18Q: 3 clusters Score -313623.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -313628.281250 Penalty: 4023.813721
	Iteration 19Q: 3 clusters Score -313628.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -313633.937500 Penalty: 4023.813721
	Iteration 20F: 3 clusters Score -313633.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -313640.750000 Penalty: 4023.813721
	Iteration 21Q: 3 clusters Score -313640.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -313644.312500 Penalty: 4023.813721
	Iteration 22Q: 3 clusters Score -313644.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -313649.062500 Penalty: 4023.813721
	Iteration 23Q: 3 clusters Score -313649.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -313652.218750 Penalty: 4023.813721
	Iteration 24Q: 3 clusters Score -313652.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -313656.718750 Penalty: 4023.813721
	Iteration 25Q: 3 clusters Score -313656.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -313664.343750 Penalty: 4023.813721
	Iteration 26Q: 3 clusters Score -313664.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -313668.750000 Penalty: 4023.813721
	Iteration 27Q: 3 clusters Score -313668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -313671.593750 Penalty: 4023.813721
	Iteration 28Q: 3 clusters Score -313671.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -313674.875000 Penalty: 4023.813721
	Iteration 29Q: 3 clusters Score -313674.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -313676.156250 Penalty: 4023.813721
	Iteration 30Q: 3 clusters Score -313676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -313677.500000 Penalty: 4023.813721
	Iteration 31Q: 3 clusters Score -313677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -313678.718750 Penalty: 4023.813721
	Iteration 32Q: 3 clusters Score -313678.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -313682.218750 Penalty: 4023.813721
	Iteration 33Q: 3 clusters Score -313682.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -313683.906250 Penalty: 4023.813721
	Iteration 34Q: 3 clusters Score -313683.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -313685.875000 Penalty: 4023.813721
	Iteration 35Q: 3 clusters Score -313685.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -313687.656250 Penalty: 4023.813721
	Iteration 36Q: 3 clusters Score -313687.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -313687.781250 Penalty: 4023.813721
	Iteration 37Q: 3 clusters Score -313687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -313689.750000 Penalty: 4023.813721
	Iteration 38Q: 3 clusters Score -313689.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -313691.437500 Penalty: 4023.813721
	Iteration 39Q: 3 clusters Score -313691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -313693.343750 Penalty: 4023.813721
	Iteration 40F: 3 clusters Score -313693.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -313693.500000 Penalty: 4023.813721
	Iteration 41Q: 3 clusters Score -313693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -313693.593750 Penalty: 4023.813721
	Iteration 42Q: 3 clusters Score -313693.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -313694.062500 Penalty: 4023.813721
	Iteration 43Q: 3 clusters Score -313694.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -313694.781250 Penalty: 4023.813721
	Iteration 44Q: 3 clusters Score -313694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -313694.593750 Penalty: 4023.813721
	Iteration 45Q: 3 clusters Score -313694.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -313696.468750 Penalty: 4023.813721
	Iteration 46Q: 3 clusters Score -313696.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -313696.468750 Penalty: 4023.813721
	Iteration 47F: 3 clusters Score -313696.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Entering Unmasked Estep 
Score: -427745.125000 Penalty: 2116.200439
	Iteration 0F: 2 clusters Score -427745.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -423211.843750 Penalty: 4232.400879
	Iteration 0F: 3 clusters Score -423211.8 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -424488.875000 Penalty: 4232.400879
	Iteration 1F: 3 clusters Score -424488.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -424852.968750 Penalty: 4232.400879
	Iteration 2F: 3 clusters Score -424853 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -425106.812500 Penalty: 4232.400879
	Iteration 3F: 3 clusters Score -425106.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -425293.312500 Penalty: 4232.400879
	Iteration 4F: 3 clusters Score -425293.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -425434.500000 Penalty: 4232.400879
	Iteration 5Q: 3 clusters Score -425434.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -425552.781250 Penalty: 4232.400879
	Iteration 6Q: 3 clusters Score -425552.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -425623.750000 Penalty: 4232.400879
	Iteration 7Q: 3 clusters Score -425623.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -425681.843750 Penalty: 4232.400879
	Iteration 8Q: 3 clusters Score -425681.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -425731.031250 Penalty: 4232.400879
	Iteration 9Q: 3 clusters Score -425731 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -425790.406250 Penalty: 4232.400879
	Iteration 10Q: 3 clusters Score -425790.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -425852.218750 Penalty: 4232.400879
	Iteration 11Q: 3 clusters Score -425852.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -425934.000000 Penalty: 4232.400879
	Iteration 12Q: 3 clusters Score -425934 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -426005.250000 Penalty: 4232.400879
	Iteration 13Q: 3 clusters Score -426005.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -426052.343750 Penalty: 4232.400879
	Iteration 14Q: 3 clusters Score -426052.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -426088.937500 Penalty: 4232.400879
	Iteration 15Q: 3 clusters Score -426088.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -426114.125000 Penalty: 4232.400879
	Iteration 16Q: 3 clusters Score -426114.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -426136.531250 Penalty: 4232.400879
	Iteration 17Q: 3 clusters Score -426136.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -426158.125000 Penalty: 4232.400879
	Iteration 18Q: 3 clusters Score -426158.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -426182.187500 Penalty: 4232.400879
	Iteration 19Q: 3 clusters Score -426182.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -426204.812500 Penalty: 4232.400879
	Iteration 20F: 3 clusters Score -426204.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -426219.562500 Penalty: 4232.400879
	Iteration 21Q: 3 clusters Score -426219.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -426230.625000 Penalty: 4232.400879
	Iteration 22Q: 3 clusters Score -426230.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -426238.156250 Penalty: 4232.400879
	Iteration 23Q: 3 clusters Score -426238.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -426245.843750 Penalty: 4232.400879
	Iteration 24Q: 3 clusters Score -426245.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -426252.187500 Penalty: 4232.400879
	Iteration 25Q: 3 clusters Score -426252.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -426258.187500 Penalty: 4232.400879
	Iteration 26Q: 3 clusters Score -426258.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -426265.437500 Penalty: 4232.400879
	Iteration 27Q: 3 clusters Score -426265.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -426273.281250 Penalty: 4232.400879
	Iteration 28Q: 3 clusters Score -426273.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -426282.468750 Penalty: 4232.400879
	Iteration 29Q: 3 clusters Score -426282.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -426296.562500 Penalty: 4232.400879
	Iteration 30Q: 3 clusters Score -426296.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -426302.750000 Penalty: 4232.400879
	Iteration 31Q: 3 clusters Score -426302.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -426309.437500 Penalty: 4232.400879
	Iteration 32Q: 3 clusters Score -426309.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -426318.593750 Penalty: 4232.400879
	Iteration 33Q: 3 clusters Score -426318.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -426330.531250 Penalty: 4232.400879
	Iteration 34Q: 3 clusters Score -426330.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -426341.687500 Penalty: 4232.400879
	Iteration 35Q: 3 clusters Score -426341.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -426354.875000 Penalty: 4232.400879
	Iteration 36Q: 3 clusters Score -426354.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -426364.750000 Penalty: 4232.400879
	Iteration 37Q: 3 clusters Score -426364.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -426370.687500 Penalty: 4232.400879
	Iteration 38Q: 3 clusters Score -426370.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -426377.312500 Penalty: 4232.400879
	Iteration 39Q: 3 clusters Score -426377.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -426381.968750 Penalty: 4232.400879
	Iteration 40F: 3 clusters Score -426382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -426385.187500 Penalty: 4232.400879
	Iteration 41Q: 3 clusters Score -426385.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -426387.750000 Penalty: 4232.400879
	Iteration 42Q: 3 clusters Score -426387.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -426388.406250 Penalty: 4232.400879
	Iteration 43Q: 3 clusters Score -426388.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -426390.468750 Penalty: 4232.400879
	Iteration 44Q: 3 clusters Score -426390.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -426391.968750 Penalty: 4232.400879
	Iteration 45Q: 3 clusters Score -426392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -426393.125000 Penalty: 4232.400879
	Iteration 46Q: 3 clusters Score -426393.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -426393.093750 Penalty: 4232.400879
	Iteration 47Q: 3 clusters Score -426393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -426394.000000 Penalty: 4232.400879
	Iteration 48Q: 3 clusters Score -426394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -426393.218750 Penalty: 4232.400879
	Iteration 49Q: 3 clusters Score -426393.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -426395.125000 Penalty: 4232.400879
	Iteration 50Q: 3 clusters Score -426395.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -426395.906250 Penalty: 4232.400879
	Iteration 51Q: 3 clusters Score -426395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -426396.937500 Penalty: 4232.400879
	Iteration 52Q: 3 clusters Score -426396.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -426398.375000 Penalty: 4232.400879
	Iteration 53Q: 3 clusters Score -426398.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -426399.468750 Penalty: 4232.400879
	Iteration 54Q: 3 clusters Score -426399.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -426401.281250 Penalty: 4232.400879
	Iteration 55Q: 3 clusters Score -426401.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -426402.187500 Penalty: 4232.400879
	Iteration 56Q: 3 clusters Score -426402.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -426402.593750 Penalty: 4232.400879
	Iteration 57Q: 3 clusters Score -426402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -426403.312500 Penalty: 4232.400879
	Iteration 58Q: 3 clusters Score -426403.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -426403.500000 Penalty: 4232.400879
	Iteration 59Q: 3 clusters Score -426403.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -426404.093750 Penalty: 4232.400879
	Iteration 60F: 3 clusters Score -426404.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -426405.656250 Penalty: 4232.400879
	Iteration 61Q: 3 clusters Score -426405.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -426407.937500 Penalty: 4232.400879
	Iteration 62Q: 3 clusters Score -426407.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -426410.312500 Penalty: 4232.400879
	Iteration 63Q: 3 clusters Score -426410.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -426413.031250 Penalty: 4232.400879
	Iteration 64Q: 3 clusters Score -426413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -426414.187500 Penalty: 4232.400879
	Iteration 65Q: 3 clusters Score -426414.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -426415.593750 Penalty: 4232.400879
	Iteration 66Q: 3 clusters Score -426415.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -426418.781250 Penalty: 4232.400879
	Iteration 67Q: 3 clusters Score -426418.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -426424.312500 Penalty: 4232.400879
	Iteration 68Q: 3 clusters Score -426424.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -426427.687500 Penalty: 4232.400879
	Iteration 69Q: 3 clusters Score -426427.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -426431.312500 Penalty: 4232.400879
	Iteration 70Q: 3 clusters Score -426431.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -426434.781250 Penalty: 4232.400879
	Iteration 71Q: 3 clusters Score -426434.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -426438.187500 Penalty: 4232.400879
	Iteration 72Q: 3 clusters Score -426438.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -426441.343750 Penalty: 4232.400879
	Iteration 73Q: 3 clusters Score -426441.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -426441.875000 Penalty: 4232.400879
	Iteration 74Q: 3 clusters Score -426441.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -426445.562500 Penalty: 4232.400879
	Iteration 75Q: 3 clusters Score -426445.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -426447.468750 Penalty: 4232.400879
	Iteration 76Q: 3 clusters Score -426447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -426454.437500 Penalty: 4232.400879
	Iteration 77Q: 3 clusters Score -426454.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -426457.781250 Penalty: 4232.400879
	Iteration 78Q: 3 clusters Score -426457.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -426460.718750 Penalty: 4232.400879
	Iteration 79Q: 3 clusters Score -426460.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -426462.812500 Penalty: 4232.400879
	Iteration 80F: 3 clusters Score -426462.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -426463.593750 Penalty: 4232.400879
	Iteration 81Q: 3 clusters Score -426463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -426463.531250 Penalty: 4232.400879
	Iteration 82Q: 3 clusters Score -426463.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -426464.000000 Penalty: 4232.400879
	Iteration 83Q: 3 clusters Score -426464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -426464.000000 Penalty: 4232.400879
	Iteration 84F: 3 clusters Score -426464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (58668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Entering Unmasked Estep 
Score: -5913080.500000 Penalty: 2722.953125
	Iteration 0F: 2 clusters Score -5913080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -5873689.000000 Penalty: 5445.906250
	Iteration 0F: 3 clusters Score -5873689 nChanged 27351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -5889512.500000 Penalty: 5445.906250
	Iteration 1F: 3 clusters Score -5889512 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -5890739.000000 Penalty: 5445.906250
	Iteration 2Q: 3 clusters Score -5890739 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -5892430.000000 Penalty: 5445.906250
	Iteration 3F: 3 clusters Score -5892430 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -5895012.000000 Penalty: 5445.906250
	Iteration 4F: 3 clusters Score -5895012 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -5898925.500000 Penalty: 5445.906250
	Iteration 5F: 3 clusters Score -5898926 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -5903680.500000 Penalty: 5445.906250
	Iteration 6F: 3 clusters Score -5903680 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -5907741.500000 Penalty: 5445.906250
	Iteration 7F: 3 clusters Score -5907742 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -5909630.500000 Penalty: 5445.906250
	Iteration 8Q: 3 clusters Score -5909630 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -5910238.000000 Penalty: 5445.906250
	Iteration 9Q: 3 clusters Score -5910238 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -5910437.000000 Penalty: 5445.906250
	Iteration 10Q: 3 clusters Score -5910437 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -5910568.500000 Penalty: 5445.906250
	Iteration 11Q: 3 clusters Score -5910568 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -5910671.000000 Penalty: 5445.906250
	Iteration 12Q: 3 clusters Score -5910671 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -5910756.500000 Penalty: 5445.906250
	Iteration 13Q: 3 clusters Score -5910756 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -5910812.500000 Penalty: 5445.906250
	Iteration 14Q: 3 clusters Score -5910812 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -5910839.000000 Penalty: 5445.906250
	Iteration 15Q: 3 clusters Score -5910839 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -5910903.500000 Penalty: 5445.906250
	Iteration 16Q: 3 clusters Score -5910904 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -5910924.000000 Penalty: 5445.906250
	Iteration 17Q: 3 clusters Score -5910924 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -5910967.500000 Penalty: 5445.906250
	Iteration 18Q: 3 clusters Score -5910968 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -5911001.000000 Penalty: 5445.906250
	Iteration 19Q: 3 clusters Score -5911001 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -5911008.000000 Penalty: 5445.906250
	Iteration 20F: 3 clusters Score -5911008 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -5911015.500000 Penalty: 5445.906250
	Iteration 21Q: 3 clusters Score -5911016 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -5911017.500000 Penalty: 5445.906250
	Iteration 22Q: 3 clusters Score -5911018 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -5911033.000000 Penalty: 5445.906250
	Iteration 23Q: 3 clusters Score -5911033 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -5911041.000000 Penalty: 5445.906250
	Iteration 24Q: 3 clusters Score -5911041 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -5911053.000000 Penalty: 5445.906250
	Iteration 25Q: 3 clusters Score -5911053 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -5911053.000000 Penalty: 5445.906250
	Iteration 26Q: 3 clusters Score -5911053 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -5911048.000000 Penalty: 5445.906250
	Iteration 27Q: 3 clusters Score -5911048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -5911061.000000 Penalty: 5445.906250
	Iteration 28Q: 3 clusters Score -5911061 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -5911059.000000 Penalty: 5445.906250
	Iteration 29Q: 3 clusters Score -5911059 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -5911065.000000 Penalty: 5445.906250
	Iteration 30Q: 3 clusters Score -5911065 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -5911077.000000 Penalty: 5445.906250
	Iteration 31Q: 3 clusters Score -5911077 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -5911089.000000 Penalty: 5445.906250
	Iteration 32Q: 3 clusters Score -5911089 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -5911086.500000 Penalty: 5445.906250
	Iteration 33Q: 3 clusters Score -5911086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -5911099.000000 Penalty: 5445.906250
	Iteration 34Q: 3 clusters Score -5911099 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -5911094.500000 Penalty: 5445.906250
	Iteration 35Q: 3 clusters Score -5911094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -5911102.000000 Penalty: 5445.906250
	Iteration 36Q: 3 clusters Score -5911102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -5911103.000000 Penalty: 5445.906250
	Iteration 37Q: 3 clusters Score -5911103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -5911113.500000 Penalty: 5445.906250
	Iteration 38Q: 3 clusters Score -5911114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -5911108.000000 Penalty: 5445.906250
	Iteration 39Q: 3 clusters Score -5911108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -5911113.500000 Penalty: 5445.906250
	Iteration 40F: 3 clusters Score -5911114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -5911120.000000 Penalty: 5445.906250
	Iteration 41Q: 3 clusters Score -5911120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -5911121.000000 Penalty: 5445.906250
	Iteration 42Q: 3 clusters Score -5911121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -5911129.500000 Penalty: 5445.906250
	Iteration 43Q: 3 clusters Score -5911130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -5911114.500000 Penalty: 5445.906250
	Iteration 44Q: 3 clusters Score -5911114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -5911127.000000 Penalty: 5445.906250
	Iteration 45Q: 3 clusters Score -5911127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -5911129.500000 Penalty: 5445.906250
	Iteration 46Q: 3 clusters Score -5911130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -5911135.000000 Penalty: 5445.906250
	Iteration 47Q: 3 clusters Score -5911135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -5911142.000000 Penalty: 5445.906250
	Iteration 48Q: 3 clusters Score -5911142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -5911161.500000 Penalty: 5445.906250
	Iteration 49Q: 3 clusters Score -5911162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -5911161.000000 Penalty: 5445.906250
	Iteration 50Q: 3 clusters Score -5911161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -5911160.000000 Penalty: 5445.906250
	Iteration 51Q: 3 clusters Score -5911160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -5911158.500000 Penalty: 5445.906250
	Iteration 52Q: 3 clusters Score -5911158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -5911167.000000 Penalty: 5445.906250
	Iteration 53Q: 3 clusters Score -5911167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -5911170.500000 Penalty: 5445.906250
	Iteration 54Q: 3 clusters Score -5911170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -5911176.000000 Penalty: 5445.906250
	Iteration 55Q: 3 clusters Score -5911176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
Score: -5911175.000000 Penalty: 5445.906250
	Iteration 56Q: 3 clusters Score -5911175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -5911177.500000 Penalty: 5445.906250
	Iteration 57Q: 3 clusters Score -5911178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -5911181.500000 Penalty: 5445.906250
	Iteration 58Q: 3 clusters Score -5911182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -5911178.000000 Penalty: 5445.906250
	Iteration 59Q: 3 clusters Score -5911178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -5911184.500000 Penalty: 5445.906250
	Iteration 60F: 3 clusters Score -5911184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -5911198.000000 Penalty: 5445.906250
	Iteration 61Q: 3 clusters Score -5911198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -5911198.000000 Penalty: 5445.906250
	Iteration 62Q: 3 clusters Score -5911198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -5911195.500000 Penalty: 5445.906250
	Iteration 63Q: 3 clusters Score -5911196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -5911201.000000 Penalty: 5445.906250
	Iteration 64Q: 3 clusters Score -5911201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -5911203.000000 Penalty: 5445.906250
	Iteration 65Q: 3 clusters Score -5911203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -5911188.500000 Penalty: 5445.906250
	Iteration 66Q: 3 clusters Score -5911188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -5911198.000000 Penalty: 5445.906250
	Iteration 67Q: 3 clusters Score -5911198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -5911196.500000 Penalty: 5445.906250
	Iteration 68Q: 3 clusters Score -5911196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -5911203.500000 Penalty: 5445.906250
	Iteration 69Q: 3 clusters Score -5911204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -5911200.000000 Penalty: 5445.906250
	Iteration 70Q: 3 clusters Score -5911200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -5911203.500000 Penalty: 5445.906250
	Iteration 71Q: 3 clusters Score -5911204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -5911205.500000 Penalty: 5445.906250
	Iteration 72Q: 3 clusters Score -5911206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -5911211.500000 Penalty: 5445.906250
	Iteration 73Q: 3 clusters Score -5911212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -5911220.000000 Penalty: 5445.906250
	Iteration 74Q: 3 clusters Score -5911220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -5911221.500000 Penalty: 5445.906250
	Iteration 75Q: 3 clusters Score -5911222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -5911213.000000 Penalty: 5445.906250
	Iteration 76Q: 3 clusters Score -5911213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -5911213.000000 Penalty: 5445.906250
	Iteration 77Q: 3 clusters Score -5911213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -5911214.500000 Penalty: 5445.906250
	Iteration 78Q: 3 clusters Score -5911214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -5911212.000000 Penalty: 5445.906250
	Iteration 79Q: 3 clusters Score -5911212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -5911214.000000 Penalty: 5445.906250
	Iteration 80F: 3 clusters Score -5911214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -5911220.000000 Penalty: 5445.906250
	Iteration 81Q: 3 clusters Score -5911220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -5911216.500000 Penalty: 5445.906250
	Iteration 82Q: 3 clusters Score -5911216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -5911210.500000 Penalty: 5445.906250
	Iteration 83Q: 3 clusters Score -5911210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -5911212.000000 Penalty: 5445.906250
	Iteration 84Q: 3 clusters Score -5911212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -5911215.000000 Penalty: 5445.906250
	Iteration 85Q: 3 clusters Score -5911215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -5911206.500000 Penalty: 5445.906250
	Iteration 86Q: 3 clusters Score -5911206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -5911213.000000 Penalty: 5445.906250
	Iteration 87Q: 3 clusters Score -5911213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -5911216.000000 Penalty: 5445.906250
	Iteration 88Q: 3 clusters Score -5911216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -5911218.500000 Penalty: 5445.906250
	Iteration 89Q: 3 clusters Score -5911218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -5911212.500000 Penalty: 5445.906250
	Iteration 90Q: 3 clusters Score -5911212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -5911210.000000 Penalty: 5445.906250
	Iteration 91Q: 3 clusters Score -5911210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -5911206.500000 Penalty: 5445.906250
	Iteration 92Q: 3 clusters Score -5911206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -5911194.500000 Penalty: 5445.906250
	Iteration 93Q: 3 clusters Score -5911194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -5911196.000000 Penalty: 5445.906250
	Iteration 94Q: 3 clusters Score -5911196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -5911202.500000 Penalty: 5445.906250
	Iteration 95Q: 3 clusters Score -5911202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -5911202.000000 Penalty: 5445.906250
	Iteration 96Q: 3 clusters Score -5911202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -5911194.500000 Penalty: 5445.906250
	Iteration 97Q: 3 clusters Score -5911194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 53419 members 
Entering Unmasked Estep 
Score: -5911193.500000 Penalty: 5445.906250
	Iteration 98Q: 3 clusters Score -5911194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -5911188.500000 Penalty: 5445.906250
	Iteration 99Q: 3 clusters Score -5911188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -5911197.500000 Penalty: 5445.906250
	Iteration 100F: 3 clusters Score -5911198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -5911191.500000 Penalty: 5445.906250
	Iteration 101Q: 3 clusters Score -5911192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -5911197.500000 Penalty: 5445.906250
	Iteration 102Q: 3 clusters Score -5911198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -5911194.000000 Penalty: 5445.906250
	Iteration 103Q: 3 clusters Score -5911194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -5911195.500000 Penalty: 5445.906250
	Iteration 104Q: 3 clusters Score -5911196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -5911198.000000 Penalty: 5445.906250
	Iteration 105Q: 3 clusters Score -5911198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -5911202.500000 Penalty: 5445.906250
	Iteration 106Q: 3 clusters Score -5911202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -5911197.000000 Penalty: 5445.906250
	Iteration 107Q: 3 clusters Score -5911197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -5911199.500000 Penalty: 5445.906250
	Iteration 108Q: 3 clusters Score -5911200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -5911199.500000 Penalty: 5445.906250
	Iteration 109F: 3 clusters Score -5911200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -162684.546875 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -162684.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -160267.250000 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -160267.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -160724.406250 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -160724.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -160873.093750 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -160873.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -160990.156250 Penalty: 3689.729980
	Iteration 3F: 3 clusters Score -160990.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -161064.515625 Penalty: 3689.729980
	Iteration 4Q: 3 clusters Score -161064.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -161117.593750 Penalty: 3689.729980
	Iteration 5Q: 3 clusters Score -161117.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -161165.828125 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -161165.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -161198.031250 Penalty: 3689.729980
	Iteration 7Q: 3 clusters Score -161198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -161220.859375 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -161220.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -161232.640625 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -161232.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -161240.000000 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -161240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -161244.453125 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -161244.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -161246.906250 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -161246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -161246.906250 Penalty: 3689.729980
	Iteration 13F: 3 clusters Score -161246.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Entering Unmasked Estep 
Score: -3458284.250000 Penalty: 2598.031982
	Iteration 0F: 2 clusters Score -3458284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3434201.250000 Penalty: 5196.063965
	Iteration 0F: 3 clusters Score -3434201 nChanged 15973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -3443122.750000 Penalty: 5196.063965
	Iteration 1F: 3 clusters Score -3443123 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3443701.750000 Penalty: 5196.063965
	Iteration 2Q: 3 clusters Score -3443702 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -3444286.500000 Penalty: 5196.063965
	Iteration 3Q: 3 clusters Score -3444286 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3444922.750000 Penalty: 5196.063965
	Iteration 4Q: 3 clusters Score -3444923 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3445626.000000 Penalty: 5196.063965
	Iteration 5Q: 3 clusters Score -3445626 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3446417.000000 Penalty: 5196.063965
	Iteration 6Q: 3 clusters Score -3446417 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -3447311.500000 Penalty: 5196.063965
	Iteration 7Q: 3 clusters Score -3447312 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3448385.500000 Penalty: 5196.063965
	Iteration 8F: 3 clusters Score -3448386 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3449738.250000 Penalty: 5196.063965
	Iteration 9F: 3 clusters Score -3449738 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3451340.750000 Penalty: 5196.063965
	Iteration 10F: 3 clusters Score -3451341 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3453026.750000 Penalty: 5196.063965
	Iteration 11F: 3 clusters Score -3453027 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3454379.250000 Penalty: 5196.063965
	Iteration 12Q: 3 clusters Score -3454379 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3455358.000000 Penalty: 5196.063965
	Iteration 13Q: 3 clusters Score -3455358 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3455958.000000 Penalty: 5196.063965
	Iteration 14Q: 3 clusters Score -3455958 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3456306.000000 Penalty: 5196.063965
	Iteration 15Q: 3 clusters Score -3456306 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -3456507.000000 Penalty: 5196.063965
	Iteration 16Q: 3 clusters Score -3456507 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -3456643.500000 Penalty: 5196.063965
	Iteration 17Q: 3 clusters Score -3456644 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3456755.500000 Penalty: 5196.063965
	Iteration 18Q: 3 clusters Score -3456756 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3456805.250000 Penalty: 5196.063965
	Iteration 19Q: 3 clusters Score -3456805 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3456840.000000 Penalty: 5196.063965
	Iteration 20F: 3 clusters Score -3456840 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3456873.250000 Penalty: 5196.063965
	Iteration 21Q: 3 clusters Score -3456873 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -3456874.500000 Penalty: 5196.063965
	Iteration 22Q: 3 clusters Score -3456874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3456881.250000 Penalty: 5196.063965
	Iteration 23Q: 3 clusters Score -3456881 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3456890.750000 Penalty: 5196.063965
	Iteration 24Q: 3 clusters Score -3456891 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -3456893.250000 Penalty: 5196.063965
	Iteration 25Q: 3 clusters Score -3456893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3456897.250000 Penalty: 5196.063965
	Iteration 26Q: 3 clusters Score -3456897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3456906.500000 Penalty: 5196.063965
	Iteration 27Q: 3 clusters Score -3456906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3456906.500000 Penalty: 5196.063965
	Iteration 28Q: 3 clusters Score -3456906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3456919.750000 Penalty: 5196.063965
	Iteration 29Q: 3 clusters Score -3456920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -3456923.250000 Penalty: 5196.063965
	Iteration 30Q: 3 clusters Score -3456923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3456926.250000 Penalty: 5196.063965
	Iteration 31Q: 3 clusters Score -3456926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3456928.750000 Penalty: 5196.063965
	Iteration 32Q: 3 clusters Score -3456929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -3456934.000000 Penalty: 5196.063965
	Iteration 33Q: 3 clusters Score -3456934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -3456934.250000 Penalty: 5196.063965
	Iteration 34Q: 3 clusters Score -3456934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3456930.500000 Penalty: 5196.063965
	Iteration 35Q: 3 clusters Score -3456930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3456932.500000 Penalty: 5196.063965
	Iteration 36Q: 3 clusters Score -3456932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3456933.500000 Penalty: 5196.063965
	Iteration 37Q: 3 clusters Score -3456934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3456933.500000 Penalty: 5196.063965
	Iteration 38F: 3 clusters Score -3456934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Entering Unmasked Estep 
Score: -1692825.250000 Penalty: 2408.386719
	Iteration 0F: 2 clusters Score -1692825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1680954.250000 Penalty: 4816.773438
	Iteration 0F: 3 clusters Score -1680954 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1684708.125000 Penalty: 4816.773438
	Iteration 1F: 3 clusters Score -1684708 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1685002.375000 Penalty: 4816.773438
	Iteration 2F: 3 clusters Score -1685002 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1685221.125000 Penalty: 4816.773438
	Iteration 3Q: 3 clusters Score -1685221 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1685389.375000 Penalty: 4816.773438
	Iteration 4Q: 3 clusters Score -1685389 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1685535.250000 Penalty: 4816.773438
	Iteration 5Q: 3 clusters Score -1685535 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1685665.000000 Penalty: 4816.773438
	Iteration 6Q: 3 clusters Score -1685665 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1685766.000000 Penalty: 4816.773438
	Iteration 7Q: 3 clusters Score -1685766 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1685853.375000 Penalty: 4816.773438
	Iteration 8Q: 3 clusters Score -1685853 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1685942.000000 Penalty: 4816.773438
	Iteration 9Q: 3 clusters Score -1685942 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1686020.125000 Penalty: 4816.773438
	Iteration 10Q: 3 clusters Score -1686020 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1686112.875000 Penalty: 4816.773438
	Iteration 11Q: 3 clusters Score -1686113 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1686196.750000 Penalty: 4816.773438
	Iteration 12Q: 3 clusters Score -1686197 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1686277.000000 Penalty: 4816.773438
	Iteration 13Q: 3 clusters Score -1686277 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1686365.000000 Penalty: 4816.773438
	Iteration 14Q: 3 clusters Score -1686365 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1686464.000000 Penalty: 4816.773438
	Iteration 15Q: 3 clusters Score -1686464 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1686597.375000 Penalty: 4816.773438
	Iteration 16Q: 3 clusters Score -1686597 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1686811.375000 Penalty: 4816.773438
	Iteration 17Q: 3 clusters Score -1686811 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1687106.500000 Penalty: 4816.773438
	Iteration 18Q: 3 clusters Score -1687106 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1687466.875000 Penalty: 4816.773438
	Iteration 19Q: 3 clusters Score -1687467 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1687862.375000 Penalty: 4816.773438
	Iteration 20F: 3 clusters Score -1687862 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1688275.875000 Penalty: 4816.773438
	Iteration 21Q: 3 clusters Score -1688276 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1688672.625000 Penalty: 4816.773438
	Iteration 22Q: 3 clusters Score -1688673 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1688975.375000 Penalty: 4816.773438
	Iteration 23Q: 3 clusters Score -1688975 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1689211.875000 Penalty: 4816.773438
	Iteration 24Q: 3 clusters Score -1689212 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1689370.750000 Penalty: 4816.773438
	Iteration 25Q: 3 clusters Score -1689371 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1689509.500000 Penalty: 4816.773438
	Iteration 26Q: 3 clusters Score -1689510 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1689660.250000 Penalty: 4816.773438
	Iteration 27Q: 3 clusters Score -1689660 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1689778.750000 Penalty: 4816.773438
	Iteration 28Q: 3 clusters Score -1689779 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1689876.375000 Penalty: 4816.773438
	Iteration 29Q: 3 clusters Score -1689876 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1689966.250000 Penalty: 4816.773438
	Iteration 30Q: 3 clusters Score -1689966 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1690057.500000 Penalty: 4816.773438
	Iteration 31Q: 3 clusters Score -1690058 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1690130.250000 Penalty: 4816.773438
	Iteration 32Q: 3 clusters Score -1690130 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1690187.000000 Penalty: 4816.773438
	Iteration 33Q: 3 clusters Score -1690187 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1690241.000000 Penalty: 4816.773438
	Iteration 34Q: 3 clusters Score -1690241 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1690284.750000 Penalty: 4816.773438
	Iteration 35Q: 3 clusters Score -1690285 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1690327.875000 Penalty: 4816.773438
	Iteration 36Q: 3 clusters Score -1690328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1690366.375000 Penalty: 4816.773438
	Iteration 37Q: 3 clusters Score -1690366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1690397.250000 Penalty: 4816.773438
	Iteration 38Q: 3 clusters Score -1690397 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1690439.500000 Penalty: 4816.773438
	Iteration 39Q: 3 clusters Score -1690440 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1690477.000000 Penalty: 4816.773438
	Iteration 40F: 3 clusters Score -1690477 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1690520.750000 Penalty: 4816.773438
	Iteration 41Q: 3 clusters Score -1690521 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1690559.750000 Penalty: 4816.773438
	Iteration 42Q: 3 clusters Score -1690560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1690592.875000 Penalty: 4816.773438
	Iteration 43Q: 3 clusters Score -1690593 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1690633.875000 Penalty: 4816.773438
	Iteration 44Q: 3 clusters Score -1690634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1690674.250000 Penalty: 4816.773438
	Iteration 45Q: 3 clusters Score -1690674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1690694.625000 Penalty: 4816.773438
	Iteration 46Q: 3 clusters Score -1690695 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1690717.375000 Penalty: 4816.773438
	Iteration 47Q: 3 clusters Score -1690717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1690745.250000 Penalty: 4816.773438
	Iteration 48Q: 3 clusters Score -1690745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1690760.875000 Penalty: 4816.773438
	Iteration 49Q: 3 clusters Score -1690761 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1690772.875000 Penalty: 4816.773438
	Iteration 50Q: 3 clusters Score -1690773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1690783.875000 Penalty: 4816.773438
	Iteration 51Q: 3 clusters Score -1690784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1690786.125000 Penalty: 4816.773438
	Iteration 52Q: 3 clusters Score -1690786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1690795.875000 Penalty: 4816.773438
	Iteration 53Q: 3 clusters Score -1690796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1690805.375000 Penalty: 4816.773438
	Iteration 54Q: 3 clusters Score -1690805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1690802.250000 Penalty: 4816.773438
	Iteration 55Q: 3 clusters Score -1690802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1690808.875000 Penalty: 4816.773438
	Iteration 56Q: 3 clusters Score -1690809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1690813.625000 Penalty: 4816.773438
	Iteration 57Q: 3 clusters Score -1690814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1690817.875000 Penalty: 4816.773438
	Iteration 58Q: 3 clusters Score -1690818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1690823.750000 Penalty: 4816.773438
	Iteration 59Q: 3 clusters Score -1690824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1690830.125000 Penalty: 4816.773438
	Iteration 60F: 3 clusters Score -1690830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1690832.875000 Penalty: 4816.773438
	Iteration 61Q: 3 clusters Score -1690833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1690835.500000 Penalty: 4816.773438
	Iteration 62Q: 3 clusters Score -1690836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1690838.500000 Penalty: 4816.773438
	Iteration 63Q: 3 clusters Score -1690838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1690841.000000 Penalty: 4816.773438
	Iteration 64Q: 3 clusters Score -1690841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1690841.750000 Penalty: 4816.773438
	Iteration 65Q: 3 clusters Score -1690842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1690846.125000 Penalty: 4816.773438
	Iteration 66Q: 3 clusters Score -1690846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1690858.125000 Penalty: 4816.773438
	Iteration 67Q: 3 clusters Score -1690858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1690862.250000 Penalty: 4816.773438
	Iteration 68Q: 3 clusters Score -1690862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1690862.500000 Penalty: 4816.773438
	Iteration 69Q: 3 clusters Score -1690862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1690862.750000 Penalty: 4816.773438
	Iteration 70Q: 3 clusters Score -1690863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1690865.750000 Penalty: 4816.773438
	Iteration 71Q: 3 clusters Score -1690866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1690865.250000 Penalty: 4816.773438
	Iteration 72Q: 3 clusters Score -1690865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1690865.250000 Penalty: 4816.773438
	Iteration 73F: 3 clusters Score -1690865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Entering Unmasked Estep 
Score: -2932284.500000 Penalty: 2573.384033
	Iteration 0F: 2 clusters Score -2932284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2910271.500000 Penalty: 5146.768066
	Iteration 0F: 3 clusters Score -2910272 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2918286.250000 Penalty: 5146.768066
	Iteration 1F: 3 clusters Score -2918286 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2918846.500000 Penalty: 5146.768066
	Iteration 2Q: 3 clusters Score -2918846 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2919525.500000 Penalty: 5146.768066
	Iteration 3Q: 3 clusters Score -2919526 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2920383.000000 Penalty: 5146.768066
	Iteration 4F: 3 clusters Score -2920383 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2921546.750000 Penalty: 5146.768066
	Iteration 5F: 3 clusters Score -2921547 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2923051.000000 Penalty: 5146.768066
	Iteration 6F: 3 clusters Score -2923051 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2924804.250000 Penalty: 5146.768066
	Iteration 7F: 3 clusters Score -2924804 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2926495.500000 Penalty: 5146.768066
	Iteration 8F: 3 clusters Score -2926496 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2927898.000000 Penalty: 5146.768066
	Iteration 9Q: 3 clusters Score -2927898 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2928849.000000 Penalty: 5146.768066
	Iteration 10Q: 3 clusters Score -2928849 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2929409.250000 Penalty: 5146.768066
	Iteration 11Q: 3 clusters Score -2929409 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2929749.500000 Penalty: 5146.768066
	Iteration 12Q: 3 clusters Score -2929750 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2929962.750000 Penalty: 5146.768066
	Iteration 13Q: 3 clusters Score -2929963 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2930110.500000 Penalty: 5146.768066
	Iteration 14Q: 3 clusters Score -2930110 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2930230.500000 Penalty: 5146.768066
	Iteration 15Q: 3 clusters Score -2930230 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2930327.500000 Penalty: 5146.768066
	Iteration 16Q: 3 clusters Score -2930328 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2930407.000000 Penalty: 5146.768066
	Iteration 17Q: 3 clusters Score -2930407 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2930463.500000 Penalty: 5146.768066
	Iteration 18Q: 3 clusters Score -2930464 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2930511.500000 Penalty: 5146.768066
	Iteration 19Q: 3 clusters Score -2930512 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2930543.500000 Penalty: 5146.768066
	Iteration 20F: 3 clusters Score -2930544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2930575.000000 Penalty: 5146.768066
	Iteration 21Q: 3 clusters Score -2930575 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2930595.500000 Penalty: 5146.768066
	Iteration 22Q: 3 clusters Score -2930596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2930606.250000 Penalty: 5146.768066
	Iteration 23Q: 3 clusters Score -2930606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2930620.000000 Penalty: 5146.768066
	Iteration 24Q: 3 clusters Score -2930620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2930633.500000 Penalty: 5146.768066
	Iteration 25Q: 3 clusters Score -2930634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2930641.250000 Penalty: 5146.768066
	Iteration 26Q: 3 clusters Score -2930641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2930640.250000 Penalty: 5146.768066
	Iteration 27Q: 3 clusters Score -2930640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2930642.750000 Penalty: 5146.768066
	Iteration 28Q: 3 clusters Score -2930643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2930653.250000 Penalty: 5146.768066
	Iteration 29Q: 3 clusters Score -2930653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2930650.250000 Penalty: 5146.768066
	Iteration 30Q: 3 clusters Score -2930650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2930651.250000 Penalty: 5146.768066
	Iteration 31Q: 3 clusters Score -2930651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2930654.500000 Penalty: 5146.768066
	Iteration 32Q: 3 clusters Score -2930654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2930658.000000 Penalty: 5146.768066
	Iteration 33Q: 3 clusters Score -2930658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2930656.750000 Penalty: 5146.768066
	Iteration 34Q: 3 clusters Score -2930657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2930656.500000 Penalty: 5146.768066
	Iteration 35Q: 3 clusters Score -2930656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2930657.750000 Penalty: 5146.768066
	Iteration 36Q: 3 clusters Score -2930658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2930657.750000 Penalty: 5146.768066
	Iteration 37Q: 3 clusters Score -2930658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2930655.000000 Penalty: 5146.768066
	Iteration 38Q: 3 clusters Score -2930655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2930664.000000 Penalty: 5146.768066
	Iteration 39Q: 3 clusters Score -2930664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2930665.000000 Penalty: 5146.768066
	Iteration 40F: 3 clusters Score -2930665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2930660.500000 Penalty: 5146.768066
	Iteration 41Q: 3 clusters Score -2930660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2930658.000000 Penalty: 5146.768066
	Iteration 42Q: 3 clusters Score -2930658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2930664.750000 Penalty: 5146.768066
	Iteration 43Q: 3 clusters Score -2930665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2930668.250000 Penalty: 5146.768066
	Iteration 44Q: 3 clusters Score -2930668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2930669.750000 Penalty: 5146.768066
	Iteration 45Q: 3 clusters Score -2930670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2930673.000000 Penalty: 5146.768066
	Iteration 46Q: 3 clusters Score -2930673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2930677.500000 Penalty: 5146.768066
	Iteration 47Q: 3 clusters Score -2930678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2930680.500000 Penalty: 5146.768066
	Iteration 48Q: 3 clusters Score -2930680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2930679.500000 Penalty: 5146.768066
	Iteration 49Q: 3 clusters Score -2930680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2930681.750000 Penalty: 5146.768066
	Iteration 50Q: 3 clusters Score -2930682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2930681.750000 Penalty: 5146.768066
	Iteration 51F: 3 clusters Score -2930682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Entering Unmasked Estep 
Score: -545211.937500 Penalty: 2170.601074
	Iteration 0F: 2 clusters Score -545211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -539939.937500 Penalty: 4341.202148
	Iteration 0F: 3 clusters Score -539939.9 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -541554.875000 Penalty: 4341.202148
	Iteration 1F: 3 clusters Score -541554.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -542147.250000 Penalty: 4341.202148
	Iteration 2F: 3 clusters Score -542147.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -542726.250000 Penalty: 4341.202148
	Iteration 3F: 3 clusters Score -542726.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -543214.125000 Penalty: 4341.202148
	Iteration 4F: 3 clusters Score -543214.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -543521.250000 Penalty: 4341.202148
	Iteration 5F: 3 clusters Score -543521.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -543789.625000 Penalty: 4341.202148
	Iteration 6F: 3 clusters Score -543789.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -543981.625000 Penalty: 4341.202148
	Iteration 7Q: 3 clusters Score -543981.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -544150.937500 Penalty: 4341.202148
	Iteration 8Q: 3 clusters Score -544150.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -544298.187500 Penalty: 4341.202148
	Iteration 9Q: 3 clusters Score -544298.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -544416.437500 Penalty: 4341.202148
	Iteration 10Q: 3 clusters Score -544416.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -544513.562500 Penalty: 4341.202148
	Iteration 11Q: 3 clusters Score -544513.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -544598.187500 Penalty: 4341.202148
	Iteration 12Q: 3 clusters Score -544598.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -544650.562500 Penalty: 4341.202148
	Iteration 13Q: 3 clusters Score -544650.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -544687.000000 Penalty: 4341.202148
	Iteration 14Q: 3 clusters Score -544687 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -544718.000000 Penalty: 4341.202148
	Iteration 15Q: 3 clusters Score -544718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -544729.875000 Penalty: 4341.202148
	Iteration 16Q: 3 clusters Score -544729.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -544747.937500 Penalty: 4341.202148
	Iteration 17Q: 3 clusters Score -544747.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -544761.687500 Penalty: 4341.202148
	Iteration 18Q: 3 clusters Score -544761.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -544772.875000 Penalty: 4341.202148
	Iteration 19Q: 3 clusters Score -544772.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -544781.062500 Penalty: 4341.202148
	Iteration 20F: 3 clusters Score -544781.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -544790.687500 Penalty: 4341.202148
	Iteration 21Q: 3 clusters Score -544790.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -544801.625000 Penalty: 4341.202148
	Iteration 22Q: 3 clusters Score -544801.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -544805.125000 Penalty: 4341.202148
	Iteration 23Q: 3 clusters Score -544805.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -544811.500000 Penalty: 4341.202148
	Iteration 24Q: 3 clusters Score -544811.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -544813.312500 Penalty: 4341.202148
	Iteration 25Q: 3 clusters Score -544813.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -544814.062500 Penalty: 4341.202148
	Iteration 26Q: 3 clusters Score -544814.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -544814.937500 Penalty: 4341.202148
	Iteration 27Q: 3 clusters Score -544814.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -544814.937500 Penalty: 4341.202148
	Iteration 28F: 3 clusters Score -544814.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Entering Unmasked Estep 
Score: -1774700.000000 Penalty: 2433.288330
	Iteration 0F: 2 clusters Score -1774700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1761768.125000 Penalty: 4866.576660
	Iteration 0F: 3 clusters Score -1761768 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1766266.250000 Penalty: 4866.576660
	Iteration 1F: 3 clusters Score -1766266 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1766899.375000 Penalty: 4866.576660
	Iteration 2F: 3 clusters Score -1766899 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1767536.750000 Penalty: 4866.576660
	Iteration 3F: 3 clusters Score -1767537 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1768181.625000 Penalty: 4866.576660
	Iteration 4F: 3 clusters Score -1768182 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1768793.000000 Penalty: 4866.576660
	Iteration 5F: 3 clusters Score -1768793 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1769390.500000 Penalty: 4866.576660
	Iteration 6F: 3 clusters Score -1769390 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1769931.125000 Penalty: 4866.576660
	Iteration 7F: 3 clusters Score -1769931 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1770366.750000 Penalty: 4866.576660
	Iteration 8Q: 3 clusters Score -1770367 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1770678.125000 Penalty: 4866.576660
	Iteration 9Q: 3 clusters Score -1770678 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1770945.750000 Penalty: 4866.576660
	Iteration 10Q: 3 clusters Score -1770946 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1771247.750000 Penalty: 4866.576660
	Iteration 11Q: 3 clusters Score -1771248 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1771544.625000 Penalty: 4866.576660
	Iteration 12Q: 3 clusters Score -1771545 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1771810.125000 Penalty: 4866.576660
	Iteration 13Q: 3 clusters Score -1771810 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1772042.375000 Penalty: 4866.576660
	Iteration 14Q: 3 clusters Score -1772042 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1772188.250000 Penalty: 4866.576660
	Iteration 15Q: 3 clusters Score -1772188 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1772266.625000 Penalty: 4866.576660
	Iteration 16Q: 3 clusters Score -1772267 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1772305.125000 Penalty: 4866.576660
	Iteration 17Q: 3 clusters Score -1772305 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1772342.000000 Penalty: 4866.576660
	Iteration 18Q: 3 clusters Score -1772342 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1772378.500000 Penalty: 4866.576660
	Iteration 19Q: 3 clusters Score -1772378 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1772409.250000 Penalty: 4866.576660
	Iteration 20F: 3 clusters Score -1772409 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1772436.500000 Penalty: 4866.576660
	Iteration 21Q: 3 clusters Score -1772436 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1772448.750000 Penalty: 4866.576660
	Iteration 22Q: 3 clusters Score -1772449 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1772469.125000 Penalty: 4866.576660
	Iteration 23Q: 3 clusters Score -1772469 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1772481.125000 Penalty: 4866.576660
	Iteration 24Q: 3 clusters Score -1772481 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1772497.250000 Penalty: 4866.576660
	Iteration 25Q: 3 clusters Score -1772497 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1772514.000000 Penalty: 4866.576660
	Iteration 26Q: 3 clusters Score -1772514 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1772520.000000 Penalty: 4866.576660
	Iteration 27Q: 3 clusters Score -1772520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1772528.125000 Penalty: 4866.576660
	Iteration 28Q: 3 clusters Score -1772528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1772535.625000 Penalty: 4866.576660
	Iteration 29Q: 3 clusters Score -1772536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1772541.625000 Penalty: 4866.576660
	Iteration 30Q: 3 clusters Score -1772542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1772547.125000 Penalty: 4866.576660
	Iteration 31Q: 3 clusters Score -1772547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1772546.750000 Penalty: 4866.576660
	Iteration 32Q: 3 clusters Score -1772547 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1772556.750000 Penalty: 4866.576660
	Iteration 33Q: 3 clusters Score -1772557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1772558.500000 Penalty: 4866.576660
	Iteration 34Q: 3 clusters Score -1772558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1772561.500000 Penalty: 4866.576660
	Iteration 35Q: 3 clusters Score -1772562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1772566.250000 Penalty: 4866.576660
	Iteration 36Q: 3 clusters Score -1772566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1772574.750000 Penalty: 4866.576660
	Iteration 37Q: 3 clusters Score -1772575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1772582.375000 Penalty: 4866.576660
	Iteration 38Q: 3 clusters Score -1772582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1772590.500000 Penalty: 4866.576660
	Iteration 39Q: 3 clusters Score -1772590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1772596.875000 Penalty: 4866.576660
	Iteration 40F: 3 clusters Score -1772597 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1772598.125000 Penalty: 4866.576660
	Iteration 41Q: 3 clusters Score -1772598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1772600.625000 Penalty: 4866.576660
	Iteration 42Q: 3 clusters Score -1772601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1772616.750000 Penalty: 4866.576660
	Iteration 43Q: 3 clusters Score -1772617 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1772626.875000 Penalty: 4866.576660
	Iteration 44Q: 3 clusters Score -1772627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1772639.250000 Penalty: 4866.576660
	Iteration 45Q: 3 clusters Score -1772639 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1772644.125000 Penalty: 4866.576660
	Iteration 46Q: 3 clusters Score -1772644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1772655.125000 Penalty: 4866.576660
	Iteration 47Q: 3 clusters Score -1772655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1772664.375000 Penalty: 4866.576660
	Iteration 48Q: 3 clusters Score -1772664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1772670.250000 Penalty: 4866.576660
	Iteration 49Q: 3 clusters Score -1772670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1772676.375000 Penalty: 4866.576660
	Iteration 50Q: 3 clusters Score -1772676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1772683.625000 Penalty: 4866.576660
	Iteration 51Q: 3 clusters Score -1772684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1772684.375000 Penalty: 4866.576660
	Iteration 52Q: 3 clusters Score -1772684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1772690.000000 Penalty: 4866.576660
	Iteration 53Q: 3 clusters Score -1772690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1772693.750000 Penalty: 4866.576660
	Iteration 54Q: 3 clusters Score -1772694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1772702.875000 Penalty: 4866.576660
	Iteration 55Q: 3 clusters Score -1772703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1772704.875000 Penalty: 4866.576660
	Iteration 56Q: 3 clusters Score -1772705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1772709.750000 Penalty: 4866.576660
	Iteration 57Q: 3 clusters Score -1772710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1772718.125000 Penalty: 4866.576660
	Iteration 58Q: 3 clusters Score -1772718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1772724.625000 Penalty: 4866.576660
	Iteration 59Q: 3 clusters Score -1772725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1772723.500000 Penalty: 4866.576660
	Iteration 60F: 3 clusters Score -1772724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1772731.750000 Penalty: 4866.576660
	Iteration 61Q: 3 clusters Score -1772732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1772735.000000 Penalty: 4866.576660
	Iteration 62Q: 3 clusters Score -1772735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1772740.500000 Penalty: 4866.576660
	Iteration 63Q: 3 clusters Score -1772740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1772744.125000 Penalty: 4866.576660
	Iteration 64Q: 3 clusters Score -1772744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1772751.750000 Penalty: 4866.576660
	Iteration 65Q: 3 clusters Score -1772752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1772757.500000 Penalty: 4866.576660
	Iteration 66Q: 3 clusters Score -1772758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1772760.500000 Penalty: 4866.576660
	Iteration 67Q: 3 clusters Score -1772760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1772762.375000 Penalty: 4866.576660
	Iteration 68Q: 3 clusters Score -1772762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1772769.000000 Penalty: 4866.576660
	Iteration 69Q: 3 clusters Score -1772769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1772766.375000 Penalty: 4866.576660
	Iteration 70Q: 3 clusters Score -1772766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1772769.500000 Penalty: 4866.576660
	Iteration 71Q: 3 clusters Score -1772770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1772773.375000 Penalty: 4866.576660
	Iteration 72Q: 3 clusters Score -1772773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1772772.875000 Penalty: 4866.576660
	Iteration 73Q: 3 clusters Score -1772773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1772770.625000 Penalty: 4866.576660
	Iteration 74Q: 3 clusters Score -1772771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1772772.250000 Penalty: 4866.576660
	Iteration 75Q: 3 clusters Score -1772772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1772775.750000 Penalty: 4866.576660
	Iteration 76Q: 3 clusters Score -1772776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1772775.125000 Penalty: 4866.576660
	Iteration 77Q: 3 clusters Score -1772775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1772775.750000 Penalty: 4866.576660
	Iteration 78Q: 3 clusters Score -1772776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1772774.750000 Penalty: 4866.576660
	Iteration 79Q: 3 clusters Score -1772775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1772780.750000 Penalty: 4866.576660
	Iteration 80F: 3 clusters Score -1772781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1772787.750000 Penalty: 4866.576660
	Iteration 81Q: 3 clusters Score -1772788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1772786.750000 Penalty: 4866.576660
	Iteration 82Q: 3 clusters Score -1772787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1772792.750000 Penalty: 4866.576660
	Iteration 83Q: 3 clusters Score -1772793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1772792.375000 Penalty: 4866.576660
	Iteration 84Q: 3 clusters Score -1772792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1772791.000000 Penalty: 4866.576660
	Iteration 85Q: 3 clusters Score -1772791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1772799.750000 Penalty: 4866.576660
	Iteration 86Q: 3 clusters Score -1772800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1772800.500000 Penalty: 4866.576660
	Iteration 87Q: 3 clusters Score -1772800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1772802.875000 Penalty: 4866.576660
	Iteration 88Q: 3 clusters Score -1772803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1772806.750000 Penalty: 4866.576660
	Iteration 89Q: 3 clusters Score -1772807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1772814.250000 Penalty: 4866.576660
	Iteration 90Q: 3 clusters Score -1772814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1772816.750000 Penalty: 4866.576660
	Iteration 91Q: 3 clusters Score -1772817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1772819.750000 Penalty: 4866.576660
	Iteration 92Q: 3 clusters Score -1772820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1772824.000000 Penalty: 4866.576660
	Iteration 93Q: 3 clusters Score -1772824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1772829.000000 Penalty: 4866.576660
	Iteration 94Q: 3 clusters Score -1772829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1772833.125000 Penalty: 4866.576660
	Iteration 95Q: 3 clusters Score -1772833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1772834.000000 Penalty: 4866.576660
	Iteration 96Q: 3 clusters Score -1772834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1772838.000000 Penalty: 4866.576660
	Iteration 97Q: 3 clusters Score -1772838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1772839.250000 Penalty: 4866.576660
	Iteration 98Q: 3 clusters Score -1772839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1772843.500000 Penalty: 4866.576660
	Iteration 99Q: 3 clusters Score -1772844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1772845.875000 Penalty: 4866.576660
	Iteration 100F: 3 clusters Score -1772846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1772849.125000 Penalty: 4866.576660
	Iteration 101Q: 3 clusters Score -1772849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1772848.375000 Penalty: 4866.576660
	Iteration 102Q: 3 clusters Score -1772848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1772851.750000 Penalty: 4866.576660
	Iteration 103Q: 3 clusters Score -1772852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1772857.500000 Penalty: 4866.576660
	Iteration 104Q: 3 clusters Score -1772858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1772858.250000 Penalty: 4866.576660
	Iteration 105Q: 3 clusters Score -1772858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1772862.000000 Penalty: 4866.576660
	Iteration 106Q: 3 clusters Score -1772862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1772866.750000 Penalty: 4866.576660
	Iteration 107Q: 3 clusters Score -1772867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1772866.500000 Penalty: 4866.576660
	Iteration 108Q: 3 clusters Score -1772866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1772866.000000 Penalty: 4866.576660
	Iteration 109Q: 3 clusters Score -1772866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1772867.500000 Penalty: 4866.576660
	Iteration 110Q: 3 clusters Score -1772868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1772870.125000 Penalty: 4866.576660
	Iteration 111Q: 3 clusters Score -1772870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1772867.375000 Penalty: 4866.576660
	Iteration 112Q: 3 clusters Score -1772867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1772865.125000 Penalty: 4866.576660
	Iteration 113Q: 3 clusters Score -1772865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1772867.625000 Penalty: 4866.576660
	Iteration 114Q: 3 clusters Score -1772868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1772869.625000 Penalty: 4866.576660
	Iteration 115Q: 3 clusters Score -1772870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1772870.750000 Penalty: 4866.576660
	Iteration 116Q: 3 clusters Score -1772871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1772870.000000 Penalty: 4866.576660
	Iteration 117Q: 3 clusters Score -1772870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1772868.125000 Penalty: 4866.576660
	Iteration 118Q: 3 clusters Score -1772868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1772872.875000 Penalty: 4866.576660
	Iteration 119Q: 3 clusters Score -1772873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1772874.375000 Penalty: 4866.576660
	Iteration 120F: 3 clusters Score -1772874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1772871.875000 Penalty: 4866.576660
	Iteration 121Q: 3 clusters Score -1772872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1772870.625000 Penalty: 4866.576660
	Iteration 122Q: 3 clusters Score -1772871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1772868.375000 Penalty: 4866.576660
	Iteration 123Q: 3 clusters Score -1772868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1772872.500000 Penalty: 4866.576660
	Iteration 124Q: 3 clusters Score -1772872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1772872.875000 Penalty: 4866.576660
	Iteration 125Q: 3 clusters Score -1772873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1772875.000000 Penalty: 4866.576660
	Iteration 126Q: 3 clusters Score -1772875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1772878.500000 Penalty: 4866.576660
	Iteration 127Q: 3 clusters Score -1772878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1772878.500000 Penalty: 4866.576660
	Iteration 128F: 3 clusters Score -1772878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (106475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106475 members 
Entering Unmasked Estep 
Score: -10879549.000000 Penalty: 2870.765137
	Iteration 0F: 2 clusters Score -1.087955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -10808478.000000 Penalty: 5741.530273
	Iteration 0F: 3 clusters Score -1.080848e+07 nChanged 50472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 58731 members 
Entering Unmasked Estep 
Score: -10837344.000000 Penalty: 5741.530273
	Iteration 1F: 3 clusters Score -1.083734e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -10838794.000000 Penalty: 5741.530273
	Iteration 2Q: 3 clusters Score -1.083879e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 66175 members 
Entering Unmasked Estep 
Score: -10841010.000000 Penalty: 5741.530273
	Iteration 3Q: 3 clusters Score -1.084101e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -10845227.000000 Penalty: 5741.530273
	Iteration 4F: 3 clusters Score -1.084523e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -10852193.000000 Penalty: 5741.530273
	Iteration 5F: 3 clusters Score -1.085219e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -10861485.000000 Penalty: 5741.530273
	Iteration 6F: 3 clusters Score -1.086148e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 99490 members 
Entering Unmasked Estep 
Score: -10870157.000000 Penalty: 5741.530273
	Iteration 7F: 3 clusters Score -1.087016e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 104136 members 
Entering Unmasked Estep 
Score: -10874751.000000 Penalty: 5741.530273
	Iteration 8Q: 3 clusters Score -1.087475e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 105761 members 
Entering Unmasked Estep 
Score: -10876295.000000 Penalty: 5741.530273
	Iteration 9Q: 3 clusters Score -1.08763e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 106132 members 
Entering Unmasked Estep 
Score: -10876749.000000 Penalty: 5741.530273
	Iteration 10Q: 3 clusters Score -1.087675e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 106233 members 
Entering Unmasked Estep 
Score: -10876885.000000 Penalty: 5741.530273
	Iteration 11Q: 3 clusters Score -1.087688e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 106267 members 
Entering Unmasked Estep 
Score: -10876928.000000 Penalty: 5741.530273
	Iteration 12Q: 3 clusters Score -1.087693e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 106280 members 
Entering Unmasked Estep 
Score: -10876964.000000 Penalty: 5741.530273
	Iteration 13Q: 3 clusters Score -1.087696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 106281 members 
Entering Unmasked Estep 
Score: -10876980.000000 Penalty: 5741.530273
	Iteration 14Q: 3 clusters Score -1.087698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 106280 members 
Entering Unmasked Estep 
Score: -10876982.000000 Penalty: 5741.530273
	Iteration 15Q: 3 clusters Score -1.087698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 106282 members 
Entering Unmasked Estep 
Score: -10876987.000000 Penalty: 5741.530273
	Iteration 16Q: 3 clusters Score -1.087699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -10876996.000000 Penalty: 5741.530273
	Iteration 17Q: 3 clusters Score -1.0877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -10876997.000000 Penalty: 5741.530273
	Iteration 18Q: 3 clusters Score -1.0877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 106292 members 
Entering Unmasked Estep 
Score: -10877011.000000 Penalty: 5741.530273
	Iteration 19Q: 3 clusters Score -1.087701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -10877010.000000 Penalty: 5741.530273
	Iteration 20F: 3 clusters Score -1.087701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Entering Unmasked Estep 
Score: -1702357.125000 Penalty: 2413.267578
	Iteration 0F: 2 clusters Score -1702357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1690374.625000 Penalty: 4826.535156
	Iteration 0F: 3 clusters Score -1690375 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1694205.125000 Penalty: 4826.535156
	Iteration 1F: 3 clusters Score -1694205 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1694512.625000 Penalty: 4826.535156
	Iteration 2F: 3 clusters Score -1694513 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1694760.625000 Penalty: 4826.535156
	Iteration 3Q: 3 clusters Score -1694761 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1694958.125000 Penalty: 4826.535156
	Iteration 4Q: 3 clusters Score -1694958 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1695159.625000 Penalty: 4826.535156
	Iteration 5Q: 3 clusters Score -1695160 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1695369.500000 Penalty: 4826.535156
	Iteration 6Q: 3 clusters Score -1695370 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1695602.000000 Penalty: 4826.535156
	Iteration 7Q: 3 clusters Score -1695602 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1695879.500000 Penalty: 4826.535156
	Iteration 8Q: 3 clusters Score -1695880 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1696161.750000 Penalty: 4826.535156
	Iteration 9Q: 3 clusters Score -1696162 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1696479.500000 Penalty: 4826.535156
	Iteration 10Q: 3 clusters Score -1696480 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1696790.000000 Penalty: 4826.535156
	Iteration 11Q: 3 clusters Score -1696790 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1697089.250000 Penalty: 4826.535156
	Iteration 12Q: 3 clusters Score -1697089 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1697411.625000 Penalty: 4826.535156
	Iteration 13Q: 3 clusters Score -1697412 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1697728.625000 Penalty: 4826.535156
	Iteration 14Q: 3 clusters Score -1697729 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1698089.125000 Penalty: 4826.535156
	Iteration 15Q: 3 clusters Score -1698089 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1698483.000000 Penalty: 4826.535156
	Iteration 16Q: 3 clusters Score -1698483 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1698887.250000 Penalty: 4826.535156
	Iteration 17Q: 3 clusters Score -1698887 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1699373.375000 Penalty: 4826.535156
	Iteration 18Q: 3 clusters Score -1699373 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1699834.625000 Penalty: 4826.535156
	Iteration 19Q: 3 clusters Score -1699835 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1700206.375000 Penalty: 4826.535156
	Iteration 20F: 3 clusters Score -1700206 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1700492.125000 Penalty: 4826.535156
	Iteration 21Q: 3 clusters Score -1700492 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1700661.375000 Penalty: 4826.535156
	Iteration 22Q: 3 clusters Score -1700661 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1700772.375000 Penalty: 4826.535156
	Iteration 23Q: 3 clusters Score -1700772 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1700832.000000 Penalty: 4826.535156
	Iteration 24Q: 3 clusters Score -1700832 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1700877.625000 Penalty: 4826.535156
	Iteration 25Q: 3 clusters Score -1700878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1700913.375000 Penalty: 4826.535156
	Iteration 26Q: 3 clusters Score -1700913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1700930.250000 Penalty: 4826.535156
	Iteration 27Q: 3 clusters Score -1700930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1700942.875000 Penalty: 4826.535156
	Iteration 28Q: 3 clusters Score -1700943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1700952.000000 Penalty: 4826.535156
	Iteration 29Q: 3 clusters Score -1700952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1700964.000000 Penalty: 4826.535156
	Iteration 30Q: 3 clusters Score -1700964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1700968.875000 Penalty: 4826.535156
	Iteration 31Q: 3 clusters Score -1700969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1700978.750000 Penalty: 4826.535156
	Iteration 32Q: 3 clusters Score -1700979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1700981.750000 Penalty: 4826.535156
	Iteration 33Q: 3 clusters Score -1700982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1700985.750000 Penalty: 4826.535156
	Iteration 34Q: 3 clusters Score -1700986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1700988.125000 Penalty: 4826.535156
	Iteration 35Q: 3 clusters Score -1700988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1700990.375000 Penalty: 4826.535156
	Iteration 36Q: 3 clusters Score -1700990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1700994.500000 Penalty: 4826.535156
	Iteration 37Q: 3 clusters Score -1700994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1700998.750000 Penalty: 4826.535156
	Iteration 38Q: 3 clusters Score -1700999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1700996.625000 Penalty: 4826.535156
	Iteration 39Q: 3 clusters Score -1700997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1700996.000000 Penalty: 4826.535156
	Iteration 40F: 3 clusters Score -1700996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1700997.625000 Penalty: 4826.535156
	Iteration 41Q: 3 clusters Score -1700998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1700998.000000 Penalty: 4826.535156
	Iteration 42Q: 3 clusters Score -1700998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1700999.750000 Penalty: 4826.535156
	Iteration 43Q: 3 clusters Score -1701000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1700998.750000 Penalty: 4826.535156
	Iteration 44Q: 3 clusters Score -1700999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1700998.125000 Penalty: 4826.535156
	Iteration 45Q: 3 clusters Score -1700998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1700998.125000 Penalty: 4826.535156
	Iteration 46F: 3 clusters Score -1700998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (347557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347557 members 
Entering Unmasked Estep 
Score: -34728816.000000 Penalty: 3164.153564
	Iteration 0F: 2 clusters Score -3.472882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173973 members 
Mstep: Class 2 contains 173584 members 
Entering Unmasked Estep 
Score: -34505168.000000 Penalty: 6328.307129
	Iteration 0F: 3 clusters Score -3.450517e+07 nChanged 168520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180221 members 
Mstep: Class 2 contains 167336 members 
Entering Unmasked Estep 
Score: -34605576.000000 Penalty: 6328.307129
	Iteration 1F: 3 clusters Score -3.460558e+07 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185289 members 
Mstep: Class 2 contains 162268 members 
Entering Unmasked Estep 
Score: -34607728.000000 Penalty: 6328.307129
	Iteration 2Q: 3 clusters Score -3.460773e+07 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193303 members 
Mstep: Class 2 contains 154254 members 
Entering Unmasked Estep 
Score: -34611156.000000 Penalty: 6328.307129
	Iteration 3Q: 3 clusters Score -3.461116e+07 nChanged 16424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205281 members 
Mstep: Class 2 contains 142276 members 
Entering Unmasked Estep 
Score: -34616828.000000 Penalty: 6328.307129
	Iteration 4Q: 3 clusters Score -3.461683e+07 nChanged 20785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221956 members 
Mstep: Class 2 contains 125601 members 
Entering Unmasked Estep 
Score: -34625840.000000 Penalty: 6328.307129
	Iteration 5F: 3 clusters Score -3.462584e+07 nChanged 24241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242783 members 
Mstep: Class 2 contains 104774 members 
Entering Unmasked Estep 
Score: -34639156.000000 Penalty: 6328.307129
	Iteration 6F: 3 clusters Score -3.463916e+07 nChanged 25119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265476 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -34656084.000000 Penalty: 6328.307129
	Iteration 7F: 3 clusters Score -3.465608e+07 nChanged 23309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287289 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -34674004.000000 Penalty: 6328.307129
	Iteration 8F: 3 clusters Score -3.4674e+07 nChanged 19147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305784 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -34690448.000000 Penalty: 6328.307129
	Iteration 9F: 3 clusters Score -3.469045e+07 nChanged 14294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319858 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -34704488.000000 Penalty: 6328.307129
	Iteration 10Q: 3 clusters Score -3.470449e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329991 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -34716520.000000 Penalty: 6328.307129
	Iteration 11Q: 3 clusters Score -3.471652e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337437 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -34722068.000000 Penalty: 6328.307129
	Iteration 12Q: 3 clusters Score -3.472207e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342121 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -34724348.000000 Penalty: 6328.307129
	Iteration 13Q: 3 clusters Score -3.472435e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344590 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -34725484.000000 Penalty: 6328.307129
	Iteration 14Q: 3 clusters Score -3.472548e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345783 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -34725972.000000 Penalty: 6328.307129
	Iteration 15Q: 3 clusters Score -3.472597e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346303 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -34726240.000000 Penalty: 6328.307129
	Iteration 16Q: 3 clusters Score -3.472624e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346534 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -34726320.000000 Penalty: 6328.307129
	Iteration 17Q: 3 clusters Score -3.472632e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346642 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -34726392.000000 Penalty: 6328.307129
	Iteration 18Q: 3 clusters Score -3.472639e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346694 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -34726444.000000 Penalty: 6328.307129
	Iteration 19Q: 3 clusters Score -3.472644e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346735 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -34726480.000000 Penalty: 6328.307129
	Iteration 20F: 3 clusters Score -3.472648e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346758 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -34726556.000000 Penalty: 6328.307129
	Iteration 21Q: 3 clusters Score -3.472656e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346777 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -34726588.000000 Penalty: 6328.307129
	Iteration 22Q: 3 clusters Score -3.472659e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346782 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -34726596.000000 Penalty: 6328.307129
	Iteration 23Q: 3 clusters Score -3.47266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346793 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -34726580.000000 Penalty: 6328.307129
	Iteration 24Q: 3 clusters Score -3.472658e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346803 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -34726580.000000 Penalty: 6328.307129
	Iteration 25Q: 3 clusters Score -3.472658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346813 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -34726568.000000 Penalty: 6328.307129
	Iteration 26Q: 3 clusters Score -3.472657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346815 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -34726576.000000 Penalty: 6328.307129
	Iteration 27Q: 3 clusters Score -3.472658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346814 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -34726580.000000 Penalty: 6328.307129
	Iteration 28Q: 3 clusters Score -3.472658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346817 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -34726592.000000 Penalty: 6328.307129
	Iteration 29Q: 3 clusters Score -3.472659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346817 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -34726580.000000 Penalty: 6328.307129
	Iteration 30Q: 3 clusters Score -3.472658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346817 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -34726580.000000 Penalty: 6328.307129
	Iteration 31F: 3 clusters Score -3.472658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -279512.375000 Penalty: 1967.848145
	Iteration 0F: 2 clusters Score -279512.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -276381.125000 Penalty: 3935.696289
	Iteration 0F: 3 clusters Score -276381.1 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -276993.937500 Penalty: 3935.696289
	Iteration 1F: 3 clusters Score -276993.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -277121.625000 Penalty: 3935.696289
	Iteration 2F: 3 clusters Score -277121.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -277206.250000 Penalty: 3935.696289
	Iteration 3Q: 3 clusters Score -277206.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -277275.906250 Penalty: 3935.696289
	Iteration 4Q: 3 clusters Score -277275.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -277345.781250 Penalty: 3935.696289
	Iteration 5Q: 3 clusters Score -277345.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -277426.031250 Penalty: 3935.696289
	Iteration 6Q: 3 clusters Score -277426 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -277504.781250 Penalty: 3935.696289
	Iteration 7Q: 3 clusters Score -277504.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -277567.156250 Penalty: 3935.696289
	Iteration 8Q: 3 clusters Score -277567.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -277618.125000 Penalty: 3935.696289
	Iteration 9Q: 3 clusters Score -277618.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -277673.250000 Penalty: 3935.696289
	Iteration 10Q: 3 clusters Score -277673.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -277727.968750 Penalty: 3935.696289
	Iteration 11Q: 3 clusters Score -277728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -277784.968750 Penalty: 3935.696289
	Iteration 12Q: 3 clusters Score -277785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -277819.968750 Penalty: 3935.696289
	Iteration 13Q: 3 clusters Score -277820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -277854.000000 Penalty: 3935.696289
	Iteration 14Q: 3 clusters Score -277854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -277883.531250 Penalty: 3935.696289
	Iteration 15Q: 3 clusters Score -277883.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -277903.562500 Penalty: 3935.696289
	Iteration 16Q: 3 clusters Score -277903.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -277922.468750 Penalty: 3935.696289
	Iteration 17Q: 3 clusters Score -277922.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -277946.843750 Penalty: 3935.696289
	Iteration 18Q: 3 clusters Score -277946.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -277971.812500 Penalty: 3935.696289
	Iteration 19Q: 3 clusters Score -277971.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -277991.468750 Penalty: 3935.696289
	Iteration 20F: 3 clusters Score -277991.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -278014.093750 Penalty: 3935.696289
	Iteration 21Q: 3 clusters Score -278014.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -278039.250000 Penalty: 3935.696289
	Iteration 22Q: 3 clusters Score -278039.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -278057.718750 Penalty: 3935.696289
	Iteration 23Q: 3 clusters Score -278057.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -278071.562500 Penalty: 3935.696289
	Iteration 24Q: 3 clusters Score -278071.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -278091.500000 Penalty: 3935.696289
	Iteration 25Q: 3 clusters Score -278091.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -278109.968750 Penalty: 3935.696289
	Iteration 26Q: 3 clusters Score -278110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -278127.187500 Penalty: 3935.696289
	Iteration 27Q: 3 clusters Score -278127.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -278144.125000 Penalty: 3935.696289
	Iteration 28Q: 3 clusters Score -278144.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -278172.906250 Penalty: 3935.696289
	Iteration 29Q: 3 clusters Score -278172.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -278202.593750 Penalty: 3935.696289
	Iteration 30Q: 3 clusters Score -278202.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -278234.812500 Penalty: 3935.696289
	Iteration 31Q: 3 clusters Score -278234.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -278259.843750 Penalty: 3935.696289
	Iteration 32Q: 3 clusters Score -278259.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -278286.468750 Penalty: 3935.696289
	Iteration 33Q: 3 clusters Score -278286.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -278316.500000 Penalty: 3935.696289
	Iteration 34Q: 3 clusters Score -278316.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -278357.656250 Penalty: 3935.696289
	Iteration 35Q: 3 clusters Score -278357.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -278380.781250 Penalty: 3935.696289
	Iteration 36Q: 3 clusters Score -278380.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -278399.906250 Penalty: 3935.696289
	Iteration 37Q: 3 clusters Score -278399.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -278413.343750 Penalty: 3935.696289
	Iteration 38Q: 3 clusters Score -278413.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -278427.468750 Penalty: 3935.696289
	Iteration 39Q: 3 clusters Score -278427.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -278439.531250 Penalty: 3935.696289
	Iteration 40F: 3 clusters Score -278439.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -278443.968750 Penalty: 3935.696289
	Iteration 41Q: 3 clusters Score -278444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -278450.625000 Penalty: 3935.696289
	Iteration 42Q: 3 clusters Score -278450.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -278456.031250 Penalty: 3935.696289
	Iteration 43Q: 3 clusters Score -278456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -278461.218750 Penalty: 3935.696289
	Iteration 44Q: 3 clusters Score -278461.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -278464.750000 Penalty: 3935.696289
	Iteration 45Q: 3 clusters Score -278464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -278466.531250 Penalty: 3935.696289
	Iteration 46Q: 3 clusters Score -278466.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -278467.718750 Penalty: 3935.696289
	Iteration 47Q: 3 clusters Score -278467.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -278468.625000 Penalty: 3935.696289
	Iteration 48Q: 3 clusters Score -278468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -278468.625000 Penalty: 3935.696289
	Iteration 49F: 3 clusters Score -278468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Entering Unmasked Estep 
Score: -1875151.625000 Penalty: 2444.047852
	Iteration 0F: 2 clusters Score -1875152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1861575.750000 Penalty: 4888.095703
	Iteration 0F: 3 clusters Score -1861576 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1866092.125000 Penalty: 4888.095703
	Iteration 1F: 3 clusters Score -1866092 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1866488.000000 Penalty: 4888.095703
	Iteration 2F: 3 clusters Score -1866488 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1866770.250000 Penalty: 4888.095703
	Iteration 3Q: 3 clusters Score -1866770 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1867010.625000 Penalty: 4888.095703
	Iteration 4Q: 3 clusters Score -1867011 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1867205.375000 Penalty: 4888.095703
	Iteration 5Q: 3 clusters Score -1867205 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1867400.625000 Penalty: 4888.095703
	Iteration 6Q: 3 clusters Score -1867401 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1867627.750000 Penalty: 4888.095703
	Iteration 7Q: 3 clusters Score -1867628 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1867878.375000 Penalty: 4888.095703
	Iteration 8Q: 3 clusters Score -1867878 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1868188.125000 Penalty: 4888.095703
	Iteration 9Q: 3 clusters Score -1868188 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1868557.625000 Penalty: 4888.095703
	Iteration 10Q: 3 clusters Score -1868558 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1868995.125000 Penalty: 4888.095703
	Iteration 11Q: 3 clusters Score -1868995 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1869415.625000 Penalty: 4888.095703
	Iteration 12Q: 3 clusters Score -1869416 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1869781.750000 Penalty: 4888.095703
	Iteration 13Q: 3 clusters Score -1869782 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1870093.875000 Penalty: 4888.095703
	Iteration 14Q: 3 clusters Score -1870094 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1870336.750000 Penalty: 4888.095703
	Iteration 15Q: 3 clusters Score -1870337 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1870523.875000 Penalty: 4888.095703
	Iteration 16Q: 3 clusters Score -1870524 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1870670.125000 Penalty: 4888.095703
	Iteration 17Q: 3 clusters Score -1870670 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1870816.250000 Penalty: 4888.095703
	Iteration 18Q: 3 clusters Score -1870816 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1870992.875000 Penalty: 4888.095703
	Iteration 19Q: 3 clusters Score -1870993 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1871200.125000 Penalty: 4888.095703
	Iteration 20F: 3 clusters Score -1871200 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1871464.250000 Penalty: 4888.095703
	Iteration 21Q: 3 clusters Score -1871464 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1871837.625000 Penalty: 4888.095703
	Iteration 22Q: 3 clusters Score -1871838 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1872233.375000 Penalty: 4888.095703
	Iteration 23Q: 3 clusters Score -1872233 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1872491.750000 Penalty: 4888.095703
	Iteration 24Q: 3 clusters Score -1872492 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1872632.875000 Penalty: 4888.095703
	Iteration 25Q: 3 clusters Score -1872633 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1872721.375000 Penalty: 4888.095703
	Iteration 26Q: 3 clusters Score -1872721 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1872797.000000 Penalty: 4888.095703
	Iteration 27Q: 3 clusters Score -1872797 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1872830.500000 Penalty: 4888.095703
	Iteration 28Q: 3 clusters Score -1872830 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1872872.000000 Penalty: 4888.095703
	Iteration 29Q: 3 clusters Score -1872872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1872902.625000 Penalty: 4888.095703
	Iteration 30Q: 3 clusters Score -1872903 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1872925.000000 Penalty: 4888.095703
	Iteration 31Q: 3 clusters Score -1872925 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1872948.000000 Penalty: 4888.095703
	Iteration 32Q: 3 clusters Score -1872948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1872969.375000 Penalty: 4888.095703
	Iteration 33Q: 3 clusters Score -1872969 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1872990.750000 Penalty: 4888.095703
	Iteration 34Q: 3 clusters Score -1872991 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1872999.750000 Penalty: 4888.095703
	Iteration 35Q: 3 clusters Score -1873000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1873015.250000 Penalty: 4888.095703
	Iteration 36Q: 3 clusters Score -1873015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1873021.125000 Penalty: 4888.095703
	Iteration 37Q: 3 clusters Score -1873021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1873029.000000 Penalty: 4888.095703
	Iteration 38Q: 3 clusters Score -1873029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1873037.500000 Penalty: 4888.095703
	Iteration 39Q: 3 clusters Score -1873038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1873056.500000 Penalty: 4888.095703
	Iteration 40F: 3 clusters Score -1873056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1873060.750000 Penalty: 4888.095703
	Iteration 41Q: 3 clusters Score -1873061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1873065.500000 Penalty: 4888.095703
	Iteration 42Q: 3 clusters Score -1873066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1873073.625000 Penalty: 4888.095703
	Iteration 43Q: 3 clusters Score -1873074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1873076.375000 Penalty: 4888.095703
	Iteration 44Q: 3 clusters Score -1873076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1873079.500000 Penalty: 4888.095703
	Iteration 45Q: 3 clusters Score -1873080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1873079.125000 Penalty: 4888.095703
	Iteration 46Q: 3 clusters Score -1873079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1873086.250000 Penalty: 4888.095703
	Iteration 47Q: 3 clusters Score -1873086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1873089.750000 Penalty: 4888.095703
	Iteration 48Q: 3 clusters Score -1873090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1873090.250000 Penalty: 4888.095703
	Iteration 49Q: 3 clusters Score -1873090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1873090.375000 Penalty: 4888.095703
	Iteration 50Q: 3 clusters Score -1873090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1873089.250000 Penalty: 4888.095703
	Iteration 51Q: 3 clusters Score -1873089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1873092.750000 Penalty: 4888.095703
	Iteration 52Q: 3 clusters Score -1873093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1873093.375000 Penalty: 4888.095703
	Iteration 53Q: 3 clusters Score -1873093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1873095.500000 Penalty: 4888.095703
	Iteration 54Q: 3 clusters Score -1873096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1873096.375000 Penalty: 4888.095703
	Iteration 55Q: 3 clusters Score -1873096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1873094.375000 Penalty: 4888.095703
	Iteration 56Q: 3 clusters Score -1873094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1873094.625000 Penalty: 4888.095703
	Iteration 57Q: 3 clusters Score -1873095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1873094.750000 Penalty: 4888.095703
	Iteration 58Q: 3 clusters Score -1873095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1873096.375000 Penalty: 4888.095703
	Iteration 59Q: 3 clusters Score -1873096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1873098.625000 Penalty: 4888.095703
	Iteration 60F: 3 clusters Score -1873099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Entering Unmasked Estep 
Score: -289201.343750 Penalty: 1993.230591
	Iteration 0F: 2 clusters Score -289201.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -285866.625000 Penalty: 3986.461182
	Iteration 0F: 3 clusters Score -285866.6 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -286554.343750 Penalty: 3986.461182
	Iteration 1F: 3 clusters Score -286554.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -286757.812500 Penalty: 3986.461182
	Iteration 2F: 3 clusters Score -286757.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -286885.500000 Penalty: 3986.461182
	Iteration 3F: 3 clusters Score -286885.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -286972.437500 Penalty: 3986.461182
	Iteration 4Q: 3 clusters Score -286972.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -287050.000000 Penalty: 3986.461182
	Iteration 5Q: 3 clusters Score -287050 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -287152.437500 Penalty: 3986.461182
	Iteration 6Q: 3 clusters Score -287152.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -287235.000000 Penalty: 3986.461182
	Iteration 7Q: 3 clusters Score -287235 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -287295.875000 Penalty: 3986.461182
	Iteration 8Q: 3 clusters Score -287295.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -287345.062500 Penalty: 3986.461182
	Iteration 9Q: 3 clusters Score -287345.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -287392.375000 Penalty: 3986.461182
	Iteration 10Q: 3 clusters Score -287392.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -287432.187500 Penalty: 3986.461182
	Iteration 11Q: 3 clusters Score -287432.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -287468.687500 Penalty: 3986.461182
	Iteration 12Q: 3 clusters Score -287468.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -287504.093750 Penalty: 3986.461182
	Iteration 13Q: 3 clusters Score -287504.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -287536.281250 Penalty: 3986.461182
	Iteration 14Q: 3 clusters Score -287536.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -287567.718750 Penalty: 3986.461182
	Iteration 15Q: 3 clusters Score -287567.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -287591.968750 Penalty: 3986.461182
	Iteration 16Q: 3 clusters Score -287592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -287609.343750 Penalty: 3986.461182
	Iteration 17Q: 3 clusters Score -287609.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -287624.812500 Penalty: 3986.461182
	Iteration 18Q: 3 clusters Score -287624.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -287634.656250 Penalty: 3986.461182
	Iteration 19Q: 3 clusters Score -287634.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -287648.562500 Penalty: 3986.461182
	Iteration 20F: 3 clusters Score -287648.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -287666.218750 Penalty: 3986.461182
	Iteration 21Q: 3 clusters Score -287666.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -287681.125000 Penalty: 3986.461182
	Iteration 22Q: 3 clusters Score -287681.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -287697.968750 Penalty: 3986.461182
	Iteration 23Q: 3 clusters Score -287698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -287723.031250 Penalty: 3986.461182
	Iteration 24Q: 3 clusters Score -287723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -287744.593750 Penalty: 3986.461182
	Iteration 25Q: 3 clusters Score -287744.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -287765.375000 Penalty: 3986.461182
	Iteration 26Q: 3 clusters Score -287765.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -287794.593750 Penalty: 3986.461182
	Iteration 27Q: 3 clusters Score -287794.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -287818.750000 Penalty: 3986.461182
	Iteration 28Q: 3 clusters Score -287818.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -287840.687500 Penalty: 3986.461182
	Iteration 29Q: 3 clusters Score -287840.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -287868.218750 Penalty: 3986.461182
	Iteration 30Q: 3 clusters Score -287868.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -287894.093750 Penalty: 3986.461182
	Iteration 31Q: 3 clusters Score -287894.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -287927.312500 Penalty: 3986.461182
	Iteration 32Q: 3 clusters Score -287927.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -287955.093750 Penalty: 3986.461182
	Iteration 33Q: 3 clusters Score -287955.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -287981.625000 Penalty: 3986.461182
	Iteration 34Q: 3 clusters Score -287981.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -288017.218750 Penalty: 3986.461182
	Iteration 35Q: 3 clusters Score -288017.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -288070.718750 Penalty: 3986.461182
	Iteration 36Q: 3 clusters Score -288070.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -288114.218750 Penalty: 3986.461182
	Iteration 37Q: 3 clusters Score -288114.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -288150.875000 Penalty: 3986.461182
	Iteration 38Q: 3 clusters Score -288150.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -288181.718750 Penalty: 3986.461182
	Iteration 39Q: 3 clusters Score -288181.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -288200.156250 Penalty: 3986.461182
	Iteration 40F: 3 clusters Score -288200.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -288225.218750 Penalty: 3986.461182
	Iteration 41Q: 3 clusters Score -288225.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -288247.281250 Penalty: 3986.461182
	Iteration 42Q: 3 clusters Score -288247.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -288258.718750 Penalty: 3986.461182
	Iteration 43Q: 3 clusters Score -288258.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -288266.218750 Penalty: 3986.461182
	Iteration 44Q: 3 clusters Score -288266.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -288273.687500 Penalty: 3986.461182
	Iteration 45Q: 3 clusters Score -288273.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -288275.812500 Penalty: 3986.461182
	Iteration 46Q: 3 clusters Score -288275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -288277.968750 Penalty: 3986.461182
	Iteration 47Q: 3 clusters Score -288278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -288279.625000 Penalty: 3986.461182
	Iteration 48Q: 3 clusters Score -288279.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -288282.406250 Penalty: 3986.461182
	Iteration 49Q: 3 clusters Score -288282.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -288285.937500 Penalty: 3986.461182
	Iteration 50Q: 3 clusters Score -288285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -288289.437500 Penalty: 3986.461182
	Iteration 51Q: 3 clusters Score -288289.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -288292.125000 Penalty: 3986.461182
	Iteration 52Q: 3 clusters Score -288292.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -288296.312500 Penalty: 3986.461182
	Iteration 53Q: 3 clusters Score -288296.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -288298.250000 Penalty: 3986.461182
	Iteration 54Q: 3 clusters Score -288298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -288300.406250 Penalty: 3986.461182
	Iteration 55Q: 3 clusters Score -288300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -288300.968750 Penalty: 3986.461182
	Iteration 56Q: 3 clusters Score -288301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -288302.718750 Penalty: 3986.461182
	Iteration 57Q: 3 clusters Score -288302.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -288302.843750 Penalty: 3986.461182
	Iteration 58Q: 3 clusters Score -288302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -288302.656250 Penalty: 3986.461182
	Iteration 59Q: 3 clusters Score -288302.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -288302.656250 Penalty: 3986.461182
	Iteration 60F: 3 clusters Score -288302.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -356000.000000 Penalty: 2014.053467
	Iteration 0F: 2 clusters Score -356000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -352458.562500 Penalty: 4028.106934
	Iteration 0F: 3 clusters Score -352458.6 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -353178.718750 Penalty: 4028.106934
	Iteration 1F: 3 clusters Score -353178.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -353328.687500 Penalty: 4028.106934
	Iteration 2F: 3 clusters Score -353328.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -353406.562500 Penalty: 4028.106934
	Iteration 3Q: 3 clusters Score -353406.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -353453.156250 Penalty: 4028.106934
	Iteration 4Q: 3 clusters Score -353453.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -353492.437500 Penalty: 4028.106934
	Iteration 5Q: 3 clusters Score -353492.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -353521.312500 Penalty: 4028.106934
	Iteration 6Q: 3 clusters Score -353521.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -353552.031250 Penalty: 4028.106934
	Iteration 7Q: 3 clusters Score -353552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -353578.437500 Penalty: 4028.106934
	Iteration 8Q: 3 clusters Score -353578.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -353598.593750 Penalty: 4028.106934
	Iteration 9Q: 3 clusters Score -353598.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -353615.906250 Penalty: 4028.106934
	Iteration 10Q: 3 clusters Score -353615.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -353630.750000 Penalty: 4028.106934
	Iteration 11Q: 3 clusters Score -353630.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -353639.562500 Penalty: 4028.106934
	Iteration 12Q: 3 clusters Score -353639.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -353651.125000 Penalty: 4028.106934
	Iteration 13Q: 3 clusters Score -353651.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -353656.750000 Penalty: 4028.106934
	Iteration 14Q: 3 clusters Score -353656.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -353662.125000 Penalty: 4028.106934
	Iteration 15Q: 3 clusters Score -353662.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -353668.156250 Penalty: 4028.106934
	Iteration 16Q: 3 clusters Score -353668.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -353676.968750 Penalty: 4028.106934
	Iteration 17Q: 3 clusters Score -353677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -353685.031250 Penalty: 4028.106934
	Iteration 18Q: 3 clusters Score -353685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -353696.187500 Penalty: 4028.106934
	Iteration 19Q: 3 clusters Score -353696.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -353708.343750 Penalty: 4028.106934
	Iteration 20F: 3 clusters Score -353708.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -353720.562500 Penalty: 4028.106934
	Iteration 21Q: 3 clusters Score -353720.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -353731.500000 Penalty: 4028.106934
	Iteration 22Q: 3 clusters Score -353731.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -353740.593750 Penalty: 4028.106934
	Iteration 23Q: 3 clusters Score -353740.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -353750.531250 Penalty: 4028.106934
	Iteration 24Q: 3 clusters Score -353750.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -353757.375000 Penalty: 4028.106934
	Iteration 25Q: 3 clusters Score -353757.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -353765.593750 Penalty: 4028.106934
	Iteration 26Q: 3 clusters Score -353765.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -353774.156250 Penalty: 4028.106934
	Iteration 27Q: 3 clusters Score -353774.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -353785.625000 Penalty: 4028.106934
	Iteration 28Q: 3 clusters Score -353785.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -353797.093750 Penalty: 4028.106934
	Iteration 29Q: 3 clusters Score -353797.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -353805.093750 Penalty: 4028.106934
	Iteration 30Q: 3 clusters Score -353805.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -353810.125000 Penalty: 4028.106934
	Iteration 31Q: 3 clusters Score -353810.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -353814.375000 Penalty: 4028.106934
	Iteration 32Q: 3 clusters Score -353814.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -353817.187500 Penalty: 4028.106934
	Iteration 33Q: 3 clusters Score -353817.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -353820.406250 Penalty: 4028.106934
	Iteration 34Q: 3 clusters Score -353820.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -353822.468750 Penalty: 4028.106934
	Iteration 35Q: 3 clusters Score -353822.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -353824.000000 Penalty: 4028.106934
	Iteration 36Q: 3 clusters Score -353824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -353828.437500 Penalty: 4028.106934
	Iteration 37Q: 3 clusters Score -353828.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -353830.687500 Penalty: 4028.106934
	Iteration 38Q: 3 clusters Score -353830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -353831.687500 Penalty: 4028.106934
	Iteration 39Q: 3 clusters Score -353831.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -353832.250000 Penalty: 4028.106934
	Iteration 40F: 3 clusters Score -353832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -353833.875000 Penalty: 4028.106934
	Iteration 41Q: 3 clusters Score -353833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -353833.625000 Penalty: 4028.106934
	Iteration 42Q: 3 clusters Score -353833.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -353834.468750 Penalty: 4028.106934
	Iteration 43Q: 3 clusters Score -353834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -353834.093750 Penalty: 4028.106934
	Iteration 44Q: 3 clusters Score -353834.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -353834.093750 Penalty: 4028.106934
	Iteration 45F: 3 clusters Score -353834.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -401502.843750 Penalty: 2060.066162
	Iteration 0F: 2 clusters Score -401502.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -397551.843750 Penalty: 4120.132324
	Iteration 0F: 3 clusters Score -397551.8 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -398361.375000 Penalty: 4120.132324
	Iteration 1F: 3 clusters Score -398361.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -398505.250000 Penalty: 4120.132324
	Iteration 2F: 3 clusters Score -398505.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -398620.750000 Penalty: 4120.132324
	Iteration 3Q: 3 clusters Score -398620.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -398694.375000 Penalty: 4120.132324
	Iteration 4Q: 3 clusters Score -398694.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -398745.656250 Penalty: 4120.132324
	Iteration 5Q: 3 clusters Score -398745.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -398795.468750 Penalty: 4120.132324
	Iteration 6Q: 3 clusters Score -398795.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -398839.031250 Penalty: 4120.132324
	Iteration 7Q: 3 clusters Score -398839 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -398864.906250 Penalty: 4120.132324
	Iteration 8Q: 3 clusters Score -398864.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -398889.750000 Penalty: 4120.132324
	Iteration 9Q: 3 clusters Score -398889.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -398910.125000 Penalty: 4120.132324
	Iteration 10Q: 3 clusters Score -398910.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -398928.781250 Penalty: 4120.132324
	Iteration 11Q: 3 clusters Score -398928.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -398943.468750 Penalty: 4120.132324
	Iteration 12Q: 3 clusters Score -398943.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -398961.125000 Penalty: 4120.132324
	Iteration 13Q: 3 clusters Score -398961.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -398976.875000 Penalty: 4120.132324
	Iteration 14Q: 3 clusters Score -398976.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -398993.906250 Penalty: 4120.132324
	Iteration 15Q: 3 clusters Score -398993.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -399009.125000 Penalty: 4120.132324
	Iteration 16Q: 3 clusters Score -399009.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -399022.718750 Penalty: 4120.132324
	Iteration 17Q: 3 clusters Score -399022.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -399032.218750 Penalty: 4120.132324
	Iteration 18Q: 3 clusters Score -399032.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -399046.031250 Penalty: 4120.132324
	Iteration 19Q: 3 clusters Score -399046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -399060.000000 Penalty: 4120.132324
	Iteration 20F: 3 clusters Score -399060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -399075.093750 Penalty: 4120.132324
	Iteration 21Q: 3 clusters Score -399075.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -399094.843750 Penalty: 4120.132324
	Iteration 22Q: 3 clusters Score -399094.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -399119.437500 Penalty: 4120.132324
	Iteration 23Q: 3 clusters Score -399119.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -399155.718750 Penalty: 4120.132324
	Iteration 24Q: 3 clusters Score -399155.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -399222.875000 Penalty: 4120.132324
	Iteration 25Q: 3 clusters Score -399222.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -399304.250000 Penalty: 4120.132324
	Iteration 26Q: 3 clusters Score -399304.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -399412.156250 Penalty: 4120.132324
	Iteration 27Q: 3 clusters Score -399412.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -399534.593750 Penalty: 4120.132324
	Iteration 28Q: 3 clusters Score -399534.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -399644.031250 Penalty: 4120.132324
	Iteration 29Q: 3 clusters Score -399644 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -399735.156250 Penalty: 4120.132324
	Iteration 30Q: 3 clusters Score -399735.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -399833.968750 Penalty: 4120.132324
	Iteration 31Q: 3 clusters Score -399834 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -399908.187500 Penalty: 4120.132324
	Iteration 32Q: 3 clusters Score -399908.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -399986.062500 Penalty: 4120.132324
	Iteration 33Q: 3 clusters Score -399986.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -400067.000000 Penalty: 4120.132324
	Iteration 34Q: 3 clusters Score -400067 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -400126.187500 Penalty: 4120.132324
	Iteration 35Q: 3 clusters Score -400126.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -400184.812500 Penalty: 4120.132324
	Iteration 36Q: 3 clusters Score -400184.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -400250.125000 Penalty: 4120.132324
	Iteration 37Q: 3 clusters Score -400250.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -400310.312500 Penalty: 4120.132324
	Iteration 38Q: 3 clusters Score -400310.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -400387.937500 Penalty: 4120.132324
	Iteration 39Q: 3 clusters Score -400387.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -400466.312500 Penalty: 4120.132324
	Iteration 40F: 3 clusters Score -400466.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -400547.437500 Penalty: 4120.132324
	Iteration 41Q: 3 clusters Score -400547.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -400625.406250 Penalty: 4120.132324
	Iteration 42Q: 3 clusters Score -400625.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -400669.312500 Penalty: 4120.132324
	Iteration 43Q: 3 clusters Score -400669.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -400693.562500 Penalty: 4120.132324
	Iteration 44Q: 3 clusters Score -400693.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -400708.406250 Penalty: 4120.132324
	Iteration 45Q: 3 clusters Score -400708.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -400716.281250 Penalty: 4120.132324
	Iteration 46Q: 3 clusters Score -400716.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -400719.500000 Penalty: 4120.132324
	Iteration 47Q: 3 clusters Score -400719.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -400719.687500 Penalty: 4120.132324
	Iteration 48Q: 3 clusters Score -400719.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -400721.906250 Penalty: 4120.132324
	Iteration 49Q: 3 clusters Score -400721.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -400723.218750 Penalty: 4120.132324
	Iteration 50Q: 3 clusters Score -400723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -400723.062500 Penalty: 4120.132324
	Iteration 51Q: 3 clusters Score -400723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -400724.031250 Penalty: 4120.132324
	Iteration 52Q: 3 clusters Score -400724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -400724.031250 Penalty: 4120.132324
	Iteration 53F: 3 clusters Score -400724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -503198.562500 Penalty: 2114.043213
	Iteration 0F: 2 clusters Score -503198.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -498598.218750 Penalty: 4228.086426
	Iteration 0F: 3 clusters Score -498598.2 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -499696.937500 Penalty: 4228.086426
	Iteration 1F: 3 clusters Score -499696.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -499960.656250 Penalty: 4228.086426
	Iteration 2F: 3 clusters Score -499960.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -500110.593750 Penalty: 4228.086426
	Iteration 3F: 3 clusters Score -500110.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -500197.906250 Penalty: 4228.086426
	Iteration 4Q: 3 clusters Score -500197.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -500260.343750 Penalty: 4228.086426
	Iteration 5Q: 3 clusters Score -500260.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -500310.937500 Penalty: 4228.086426
	Iteration 6Q: 3 clusters Score -500310.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -500361.062500 Penalty: 4228.086426
	Iteration 7Q: 3 clusters Score -500361.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -500410.531250 Penalty: 4228.086426
	Iteration 8Q: 3 clusters Score -500410.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -500455.718750 Penalty: 4228.086426
	Iteration 9Q: 3 clusters Score -500455.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -500492.468750 Penalty: 4228.086426
	Iteration 10Q: 3 clusters Score -500492.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -500531.000000 Penalty: 4228.086426
	Iteration 11Q: 3 clusters Score -500531 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -500568.968750 Penalty: 4228.086426
	Iteration 12Q: 3 clusters Score -500569 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -500609.437500 Penalty: 4228.086426
	Iteration 13Q: 3 clusters Score -500609.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -500656.156250 Penalty: 4228.086426
	Iteration 14Q: 3 clusters Score -500656.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -500700.468750 Penalty: 4228.086426
	Iteration 15Q: 3 clusters Score -500700.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -500744.968750 Penalty: 4228.086426
	Iteration 16Q: 3 clusters Score -500745 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -500789.468750 Penalty: 4228.086426
	Iteration 17Q: 3 clusters Score -500789.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -500829.125000 Penalty: 4228.086426
	Iteration 18Q: 3 clusters Score -500829.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -500867.468750 Penalty: 4228.086426
	Iteration 19Q: 3 clusters Score -500867.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -500912.031250 Penalty: 4228.086426
	Iteration 20F: 3 clusters Score -500912 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -500956.750000 Penalty: 4228.086426
	Iteration 21Q: 3 clusters Score -500956.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -500998.375000 Penalty: 4228.086426
	Iteration 22Q: 3 clusters Score -500998.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -501039.968750 Penalty: 4228.086426
	Iteration 23Q: 3 clusters Score -501040 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -501080.000000 Penalty: 4228.086426
	Iteration 24Q: 3 clusters Score -501080 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -501113.125000 Penalty: 4228.086426
	Iteration 25Q: 3 clusters Score -501113.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -501141.125000 Penalty: 4228.086426
	Iteration 26Q: 3 clusters Score -501141.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -501169.437500 Penalty: 4228.086426
	Iteration 27Q: 3 clusters Score -501169.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -501197.812500 Penalty: 4228.086426
	Iteration 28Q: 3 clusters Score -501197.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -501233.031250 Penalty: 4228.086426
	Iteration 29Q: 3 clusters Score -501233 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -501266.406250 Penalty: 4228.086426
	Iteration 30Q: 3 clusters Score -501266.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -501295.562500 Penalty: 4228.086426
	Iteration 31Q: 3 clusters Score -501295.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -501318.843750 Penalty: 4228.086426
	Iteration 32Q: 3 clusters Score -501318.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -501331.250000 Penalty: 4228.086426
	Iteration 33Q: 3 clusters Score -501331.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -501343.062500 Penalty: 4228.086426
	Iteration 34Q: 3 clusters Score -501343.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -501349.375000 Penalty: 4228.086426
	Iteration 35Q: 3 clusters Score -501349.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -501353.281250 Penalty: 4228.086426
	Iteration 36Q: 3 clusters Score -501353.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -501355.031250 Penalty: 4228.086426
	Iteration 37Q: 3 clusters Score -501355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -501355.031250 Penalty: 4228.086426
	Iteration 38F: 3 clusters Score -501355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (290040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290040 members 
Entering Unmasked Estep 
Score: -29018140.000000 Penalty: 3119.288086
	Iteration 0F: 2 clusters Score -2.901814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145397 members 
Mstep: Class 2 contains 144643 members 
Entering Unmasked Estep 
Score: -28834460.000000 Penalty: 6238.576172
	Iteration 0F: 3 clusters Score -2.883446e+07 nChanged 140547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149524 members 
Mstep: Class 2 contains 140516 members 
Entering Unmasked Estep 
Score: -28918092.000000 Penalty: 6238.576172
	Iteration 1F: 3 clusters Score -2.891809e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152056 members 
Mstep: Class 2 contains 137984 members 
Entering Unmasked Estep 
Score: -28920260.000000 Penalty: 6238.576172
	Iteration 2Q: 3 clusters Score -2.892026e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 133833 members 
Entering Unmasked Estep 
Score: -28923418.000000 Penalty: 6238.576172
	Iteration 3Q: 3 clusters Score -2.892342e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162884 members 
Mstep: Class 2 contains 127156 members 
Entering Unmasked Estep 
Score: -28928760.000000 Penalty: 6238.576172
	Iteration 4Q: 3 clusters Score -2.892876e+07 nChanged 14519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172419 members 
Mstep: Class 2 contains 117621 members 
Entering Unmasked Estep 
Score: -28937094.000000 Penalty: 6238.576172
	Iteration 5F: 3 clusters Score -2.893709e+07 nChanged 17128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184559 members 
Mstep: Class 2 contains 105481 members 
Entering Unmasked Estep 
Score: -28948650.000000 Penalty: 6238.576172
	Iteration 6F: 3 clusters Score -2.894865e+07 nChanged 18431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197854 members 
Mstep: Class 2 contains 92186 members 
Entering Unmasked Estep 
Score: -28960272.000000 Penalty: 6238.576172
	Iteration 7F: 3 clusters Score -2.896027e+07 nChanged 17545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210625 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -28970548.000000 Penalty: 6238.576172
	Iteration 8F: 3 clusters Score -2.897055e+07 nChanged 15221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221946 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -28978810.000000 Penalty: 6238.576172
	Iteration 9F: 3 clusters Score -2.897881e+07 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231310 members 
Mstep: Class 2 contains 58730 members 
Entering Unmasked Estep 
Score: -28985306.000000 Penalty: 6238.576172
	Iteration 10Q: 3 clusters Score -2.898531e+07 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238621 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -28990702.000000 Penalty: 6238.576172
	Iteration 11Q: 3 clusters Score -2.89907e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244324 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -28994782.000000 Penalty: 6238.576172
	Iteration 12Q: 3 clusters Score -2.899478e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248751 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -28997702.000000 Penalty: 6238.576172
	Iteration 13Q: 3 clusters Score -2.89977e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252176 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -28999624.000000 Penalty: 6238.576172
	Iteration 14Q: 3 clusters Score -2.899962e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254925 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -29001334.000000 Penalty: 6238.576172
	Iteration 15Q: 3 clusters Score -2.900133e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257311 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -29002634.000000 Penalty: 6238.576172
	Iteration 16Q: 3 clusters Score -2.900263e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259423 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -29003734.000000 Penalty: 6238.576172
	Iteration 17Q: 3 clusters Score -2.900373e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261355 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -29004680.000000 Penalty: 6238.576172
	Iteration 18Q: 3 clusters Score -2.900468e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263129 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -29005616.000000 Penalty: 6238.576172
	Iteration 19Q: 3 clusters Score -2.900562e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264833 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -29006416.000000 Penalty: 6238.576172
	Iteration 20F: 3 clusters Score -2.900642e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266414 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -29007104.000000 Penalty: 6238.576172
	Iteration 21Q: 3 clusters Score -2.90071e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267899 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -29007816.000000 Penalty: 6238.576172
	Iteration 22Q: 3 clusters Score -2.900782e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269210 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -29008486.000000 Penalty: 6238.576172
	Iteration 23Q: 3 clusters Score -2.900849e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270406 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -29008984.000000 Penalty: 6238.576172
	Iteration 24Q: 3 clusters Score -2.900898e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271541 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -29009522.000000 Penalty: 6238.576172
	Iteration 25Q: 3 clusters Score -2.900952e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272608 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -29010014.000000 Penalty: 6238.576172
	Iteration 26Q: 3 clusters Score -2.901001e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273613 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -29010464.000000 Penalty: 6238.576172
	Iteration 27Q: 3 clusters Score -2.901046e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274576 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -29010956.000000 Penalty: 6238.576172
	Iteration 28Q: 3 clusters Score -2.901096e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275495 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -29011344.000000 Penalty: 6238.576172
	Iteration 29Q: 3 clusters Score -2.901134e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276362 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -29011696.000000 Penalty: 6238.576172
	Iteration 30Q: 3 clusters Score -2.90117e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277175 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -29011956.000000 Penalty: 6238.576172
	Iteration 31Q: 3 clusters Score -2.901196e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277933 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -29012274.000000 Penalty: 6238.576172
	Iteration 32Q: 3 clusters Score -2.901227e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278624 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -29012608.000000 Penalty: 6238.576172
	Iteration 33Q: 3 clusters Score -2.901261e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279239 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -29012804.000000 Penalty: 6238.576172
	Iteration 34Q: 3 clusters Score -2.90128e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279807 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -29013000.000000 Penalty: 6238.576172
	Iteration 35Q: 3 clusters Score -2.9013e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280300 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -29013166.000000 Penalty: 6238.576172
	Iteration 36Q: 3 clusters Score -2.901317e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280750 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -29013272.000000 Penalty: 6238.576172
	Iteration 37Q: 3 clusters Score -2.901327e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281176 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -29013406.000000 Penalty: 6238.576172
	Iteration 38Q: 3 clusters Score -2.901341e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281595 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -29013522.000000 Penalty: 6238.576172
	Iteration 39Q: 3 clusters Score -2.901352e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281985 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -29013746.000000 Penalty: 6238.576172
	Iteration 40F: 3 clusters Score -2.901375e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282374 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -29013922.000000 Penalty: 6238.576172
	Iteration 41Q: 3 clusters Score -2.901392e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282747 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -29013972.000000 Penalty: 6238.576172
	Iteration 42Q: 3 clusters Score -2.901397e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283084 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -29014094.000000 Penalty: 6238.576172
	Iteration 43Q: 3 clusters Score -2.901409e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283402 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -29014220.000000 Penalty: 6238.576172
	Iteration 44Q: 3 clusters Score -2.901422e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283682 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -29014316.000000 Penalty: 6238.576172
	Iteration 45Q: 3 clusters Score -2.901432e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283932 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -29014456.000000 Penalty: 6238.576172
	Iteration 46Q: 3 clusters Score -2.901446e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284191 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -29014610.000000 Penalty: 6238.576172
	Iteration 47Q: 3 clusters Score -2.901461e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284448 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -29014734.000000 Penalty: 6238.576172
	Iteration 48Q: 3 clusters Score -2.901473e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284690 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -29014898.000000 Penalty: 6238.576172
	Iteration 49Q: 3 clusters Score -2.90149e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284908 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -29015034.000000 Penalty: 6238.576172
	Iteration 50Q: 3 clusters Score -2.901503e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285117 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -29015118.000000 Penalty: 6238.576172
	Iteration 51Q: 3 clusters Score -2.901512e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285325 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -29015250.000000 Penalty: 6238.576172
	Iteration 52Q: 3 clusters Score -2.901525e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285513 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -29015270.000000 Penalty: 6238.576172
	Iteration 53Q: 3 clusters Score -2.901527e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285702 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -29015468.000000 Penalty: 6238.576172
	Iteration 54Q: 3 clusters Score -2.901547e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285863 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -29015618.000000 Penalty: 6238.576172
	Iteration 55Q: 3 clusters Score -2.901562e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285991 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -29015732.000000 Penalty: 6238.576172
	Iteration 56Q: 3 clusters Score -2.901573e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286084 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -29015870.000000 Penalty: 6238.576172
	Iteration 57Q: 3 clusters Score -2.901587e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286187 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -29015964.000000 Penalty: 6238.576172
	Iteration 58Q: 3 clusters Score -2.901596e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286260 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -29016050.000000 Penalty: 6238.576172
	Iteration 59Q: 3 clusters Score -2.901605e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286349 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -29016086.000000 Penalty: 6238.576172
	Iteration 60F: 3 clusters Score -2.901609e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286439 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -29016156.000000 Penalty: 6238.576172
	Iteration 61Q: 3 clusters Score -2.901616e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286478 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -29016206.000000 Penalty: 6238.576172
	Iteration 62Q: 3 clusters Score -2.901621e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286518 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -29016276.000000 Penalty: 6238.576172
	Iteration 63Q: 3 clusters Score -2.901628e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286554 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -29016292.000000 Penalty: 6238.576172
	Iteration 64Q: 3 clusters Score -2.901629e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286569 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -29016310.000000 Penalty: 6238.576172
	Iteration 65Q: 3 clusters Score -2.901631e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286585 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -29016346.000000 Penalty: 6238.576172
	Iteration 66Q: 3 clusters Score -2.901635e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286598 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -29016342.000000 Penalty: 6238.576172
	Iteration 67Q: 3 clusters Score -2.901634e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286606 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -29016334.000000 Penalty: 6238.576172
	Iteration 68Q: 3 clusters Score -2.901633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286603 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -29016344.000000 Penalty: 6238.576172
	Iteration 69Q: 3 clusters Score -2.901634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286611 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -29016322.000000 Penalty: 6238.576172
	Iteration 70Q: 3 clusters Score -2.901632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286616 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -29016316.000000 Penalty: 6238.576172
	Iteration 71Q: 3 clusters Score -2.901632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286610 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -29016318.000000 Penalty: 6238.576172
	Iteration 72Q: 3 clusters Score -2.901632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286609 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -29016312.000000 Penalty: 6238.576172
	Iteration 73Q: 3 clusters Score -2.901631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286609 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -29016322.000000 Penalty: 6238.576172
	Iteration 74Q: 3 clusters Score -2.901632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286607 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -29016316.000000 Penalty: 6238.576172
	Iteration 75Q: 3 clusters Score -2.901632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286605 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -29016316.000000 Penalty: 6238.576172
	Iteration 76Q: 3 clusters Score -2.901632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286605 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -29016316.000000 Penalty: 6238.576172
	Iteration 77F: 3 clusters Score -2.901632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Entering Unmasked Estep 
Score: -4298870.000000 Penalty: 2642.340088
	Iteration 0F: 2 clusters Score -4298870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -4270212.000000 Penalty: 5284.680176
	Iteration 0F: 3 clusters Score -4270212 nChanged 19490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -4281055.000000 Penalty: 5284.680176
	Iteration 1F: 3 clusters Score -4281055 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -4281661.500000 Penalty: 5284.680176
	Iteration 2Q: 3 clusters Score -4281662 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -4282404.500000 Penalty: 5284.680176
	Iteration 3Q: 3 clusters Score -4282404 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -4283493.500000 Penalty: 5284.680176
	Iteration 4F: 3 clusters Score -4283494 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4285078.500000 Penalty: 5284.680176
	Iteration 5F: 3 clusters Score -4285078 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -4287520.500000 Penalty: 5284.680176
	Iteration 6F: 3 clusters Score -4287520 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -4290491.500000 Penalty: 5284.680176
	Iteration 7F: 3 clusters Score -4290492 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -4293128.500000 Penalty: 5284.680176
	Iteration 8F: 3 clusters Score -4293128 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -4294885.000000 Penalty: 5284.680176
	Iteration 9Q: 3 clusters Score -4294885 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -4295739.500000 Penalty: 5284.680176
	Iteration 10Q: 3 clusters Score -4295740 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -4296121.500000 Penalty: 5284.680176
	Iteration 11Q: 3 clusters Score -4296122 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -4296346.000000 Penalty: 5284.680176
	Iteration 12Q: 3 clusters Score -4296346 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -4296461.000000 Penalty: 5284.680176
	Iteration 13Q: 3 clusters Score -4296461 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -4296509.500000 Penalty: 5284.680176
	Iteration 14Q: 3 clusters Score -4296510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -4296534.500000 Penalty: 5284.680176
	Iteration 15Q: 3 clusters Score -4296534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -4296545.500000 Penalty: 5284.680176
	Iteration 16Q: 3 clusters Score -4296546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -4296557.500000 Penalty: 5284.680176
	Iteration 17Q: 3 clusters Score -4296558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -4296563.000000 Penalty: 5284.680176
	Iteration 18Q: 3 clusters Score -4296563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -4296568.500000 Penalty: 5284.680176
	Iteration 19Q: 3 clusters Score -4296568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -4296575.000000 Penalty: 5284.680176
	Iteration 20F: 3 clusters Score -4296575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -4296574.500000 Penalty: 5284.680176
	Iteration 21Q: 3 clusters Score -4296574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -4296581.000000 Penalty: 5284.680176
	Iteration 22Q: 3 clusters Score -4296581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -4296585.500000 Penalty: 5284.680176
	Iteration 23Q: 3 clusters Score -4296586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -4296587.000000 Penalty: 5284.680176
	Iteration 24Q: 3 clusters Score -4296587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -4296587.000000 Penalty: 5284.680176
	Iteration 25F: 3 clusters Score -4296587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Entering Unmasked Estep 
Score: -1596246.875000 Penalty: 2407.513672
	Iteration 0F: 2 clusters Score -1596247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1584434.000000 Penalty: 4815.027344
	Iteration 0F: 3 clusters Score -1584434 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1588341.500000 Penalty: 4815.027344
	Iteration 1F: 3 clusters Score -1588342 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1588734.625000 Penalty: 4815.027344
	Iteration 2F: 3 clusters Score -1588735 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1589113.375000 Penalty: 4815.027344
	Iteration 3Q: 3 clusters Score -1589113 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1589523.750000 Penalty: 4815.027344
	Iteration 4Q: 3 clusters Score -1589524 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1589992.875000 Penalty: 4815.027344
	Iteration 5Q: 3 clusters Score -1589993 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1590550.750000 Penalty: 4815.027344
	Iteration 6F: 3 clusters Score -1590551 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1591120.125000 Penalty: 4815.027344
	Iteration 7F: 3 clusters Score -1591120 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1591662.375000 Penalty: 4815.027344
	Iteration 8F: 3 clusters Score -1591662 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1592144.000000 Penalty: 4815.027344
	Iteration 9Q: 3 clusters Score -1592144 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1592530.375000 Penalty: 4815.027344
	Iteration 10Q: 3 clusters Score -1592530 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1592849.875000 Penalty: 4815.027344
	Iteration 11Q: 3 clusters Score -1592850 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1593081.125000 Penalty: 4815.027344
	Iteration 12Q: 3 clusters Score -1593081 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1593265.625000 Penalty: 4815.027344
	Iteration 13Q: 3 clusters Score -1593266 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1593407.500000 Penalty: 4815.027344
	Iteration 14Q: 3 clusters Score -1593408 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1593519.875000 Penalty: 4815.027344
	Iteration 15Q: 3 clusters Score -1593520 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1593596.750000 Penalty: 4815.027344
	Iteration 16Q: 3 clusters Score -1593597 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1593659.500000 Penalty: 4815.027344
	Iteration 17Q: 3 clusters Score -1593660 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1593703.375000 Penalty: 4815.027344
	Iteration 18Q: 3 clusters Score -1593703 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1593743.000000 Penalty: 4815.027344
	Iteration 19Q: 3 clusters Score -1593743 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1593791.375000 Penalty: 4815.027344
	Iteration 20F: 3 clusters Score -1593791 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1593820.875000 Penalty: 4815.027344
	Iteration 21Q: 3 clusters Score -1593821 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1593850.125000 Penalty: 4815.027344
	Iteration 22Q: 3 clusters Score -1593850 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1593877.750000 Penalty: 4815.027344
	Iteration 23Q: 3 clusters Score -1593878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1593893.000000 Penalty: 4815.027344
	Iteration 24Q: 3 clusters Score -1593893 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1593912.750000 Penalty: 4815.027344
	Iteration 25Q: 3 clusters Score -1593913 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1593928.125000 Penalty: 4815.027344
	Iteration 26Q: 3 clusters Score -1593928 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1593942.000000 Penalty: 4815.027344
	Iteration 27Q: 3 clusters Score -1593942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1593954.375000 Penalty: 4815.027344
	Iteration 28Q: 3 clusters Score -1593954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1593963.375000 Penalty: 4815.027344
	Iteration 29Q: 3 clusters Score -1593963 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1593965.500000 Penalty: 4815.027344
	Iteration 30Q: 3 clusters Score -1593966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1593970.750000 Penalty: 4815.027344
	Iteration 31Q: 3 clusters Score -1593971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1593977.750000 Penalty: 4815.027344
	Iteration 32Q: 3 clusters Score -1593978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1593979.125000 Penalty: 4815.027344
	Iteration 33Q: 3 clusters Score -1593979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1593981.750000 Penalty: 4815.027344
	Iteration 34Q: 3 clusters Score -1593982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1593986.250000 Penalty: 4815.027344
	Iteration 35Q: 3 clusters Score -1593986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1593982.875000 Penalty: 4815.027344
	Iteration 36Q: 3 clusters Score -1593983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1593983.375000 Penalty: 4815.027344
	Iteration 37Q: 3 clusters Score -1593983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1593991.500000 Penalty: 4815.027344
	Iteration 38Q: 3 clusters Score -1593992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1593990.500000 Penalty: 4815.027344
	Iteration 39Q: 3 clusters Score -1593990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1593995.250000 Penalty: 4815.027344
	Iteration 40F: 3 clusters Score -1593995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1593998.875000 Penalty: 4815.027344
	Iteration 41Q: 3 clusters Score -1593999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1593997.750000 Penalty: 4815.027344
	Iteration 42Q: 3 clusters Score -1593998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1593999.375000 Penalty: 4815.027344
	Iteration 43Q: 3 clusters Score -1593999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1593998.125000 Penalty: 4815.027344
	Iteration 44Q: 3 clusters Score -1593998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1593995.750000 Penalty: 4815.027344
	Iteration 45Q: 3 clusters Score -1593996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1593999.250000 Penalty: 4815.027344
	Iteration 46Q: 3 clusters Score -1593999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1594002.875000 Penalty: 4815.027344
	Iteration 47Q: 3 clusters Score -1594003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1594004.625000 Penalty: 4815.027344
	Iteration 48Q: 3 clusters Score -1594005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1594003.500000 Penalty: 4815.027344
	Iteration 49Q: 3 clusters Score -1594004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1594002.375000 Penalty: 4815.027344
	Iteration 50Q: 3 clusters Score -1594002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1594001.250000 Penalty: 4815.027344
	Iteration 51Q: 3 clusters Score -1594001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1594002.875000 Penalty: 4815.027344
	Iteration 52Q: 3 clusters Score -1594003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1594003.000000 Penalty: 4815.027344
	Iteration 53Q: 3 clusters Score -1594003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1594003.000000 Penalty: 4815.027344
	Iteration 54F: 3 clusters Score -1594003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Entering Unmasked Estep 
Score: -648117.125000 Penalty: 2188.082031
	Iteration 0F: 2 clusters Score -648117.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -642524.312500 Penalty: 4376.164062
	Iteration 0F: 3 clusters Score -642524.3 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -644056.125000 Penalty: 4376.164062
	Iteration 1F: 3 clusters Score -644056.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -644395.750000 Penalty: 4376.164062
	Iteration 2F: 3 clusters Score -644395.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -644688.187500 Penalty: 4376.164062
	Iteration 3F: 3 clusters Score -644688.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -645011.937500 Penalty: 4376.164062
	Iteration 4F: 3 clusters Score -645011.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -645354.000000 Penalty: 4376.164062
	Iteration 5F: 3 clusters Score -645354 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -645682.625000 Penalty: 4376.164062
	Iteration 6F: 3 clusters Score -645682.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -645957.437500 Penalty: 4376.164062
	Iteration 7Q: 3 clusters Score -645957.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -646209.125000 Penalty: 4376.164062
	Iteration 8Q: 3 clusters Score -646209.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -646431.562500 Penalty: 4376.164062
	Iteration 9Q: 3 clusters Score -646431.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -646626.125000 Penalty: 4376.164062
	Iteration 10Q: 3 clusters Score -646626.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -646817.812500 Penalty: 4376.164062
	Iteration 11Q: 3 clusters Score -646817.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -646919.437500 Penalty: 4376.164062
	Iteration 12Q: 3 clusters Score -646919.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -646982.875000 Penalty: 4376.164062
	Iteration 13Q: 3 clusters Score -646982.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -647016.000000 Penalty: 4376.164062
	Iteration 14Q: 3 clusters Score -647016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -647036.875000 Penalty: 4376.164062
	Iteration 15Q: 3 clusters Score -647036.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -647055.500000 Penalty: 4376.164062
	Iteration 16Q: 3 clusters Score -647055.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -647069.812500 Penalty: 4376.164062
	Iteration 17Q: 3 clusters Score -647069.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -647084.687500 Penalty: 4376.164062
	Iteration 18Q: 3 clusters Score -647084.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -647096.625000 Penalty: 4376.164062
	Iteration 19Q: 3 clusters Score -647096.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -647104.187500 Penalty: 4376.164062
	Iteration 20F: 3 clusters Score -647104.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -647110.062500 Penalty: 4376.164062
	Iteration 21Q: 3 clusters Score -647110.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -647114.750000 Penalty: 4376.164062
	Iteration 22Q: 3 clusters Score -647114.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -647117.375000 Penalty: 4376.164062
	Iteration 23Q: 3 clusters Score -647117.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -647120.625000 Penalty: 4376.164062
	Iteration 24Q: 3 clusters Score -647120.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -647120.687500 Penalty: 4376.164062
	Iteration 25Q: 3 clusters Score -647120.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -647122.437500 Penalty: 4376.164062
	Iteration 26Q: 3 clusters Score -647122.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -647122.687500 Penalty: 4376.164062
	Iteration 27Q: 3 clusters Score -647122.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -647122.375000 Penalty: 4376.164062
	Iteration 28Q: 3 clusters Score -647122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -647123.687500 Penalty: 4376.164062
	Iteration 29Q: 3 clusters Score -647123.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -647123.437500 Penalty: 4376.164062
	Iteration 30Q: 3 clusters Score -647123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -647122.750000 Penalty: 4376.164062
	Iteration 31Q: 3 clusters Score -647122.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -647126.437500 Penalty: 4376.164062
	Iteration 32Q: 3 clusters Score -647126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -647126.812500 Penalty: 4376.164062
	Iteration 33Q: 3 clusters Score -647126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -647127.750000 Penalty: 4376.164062
	Iteration 34Q: 3 clusters Score -647127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -647128.937500 Penalty: 4376.164062
	Iteration 35Q: 3 clusters Score -647128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -647128.937500 Penalty: 4376.164062
	Iteration 36F: 3 clusters Score -647128.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Entering Unmasked Estep 
Score: -1358926.625000 Penalty: 2362.074463
	Iteration 0F: 2 clusters Score -1358927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1348924.625000 Penalty: 4724.148926
	Iteration 0F: 3 clusters Score -1348925 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1352139.750000 Penalty: 4724.148926
	Iteration 1F: 3 clusters Score -1352140 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1352582.375000 Penalty: 4724.148926
	Iteration 2F: 3 clusters Score -1352582 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1353019.000000 Penalty: 4724.148926
	Iteration 3F: 3 clusters Score -1353019 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1353495.125000 Penalty: 4724.148926
	Iteration 4F: 3 clusters Score -1353495 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1353965.875000 Penalty: 4724.148926
	Iteration 5F: 3 clusters Score -1353966 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1354469.375000 Penalty: 4724.148926
	Iteration 6F: 3 clusters Score -1354469 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1354993.125000 Penalty: 4724.148926
	Iteration 7F: 3 clusters Score -1354993 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1355511.750000 Penalty: 4724.148926
	Iteration 8F: 3 clusters Score -1355512 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1355994.875000 Penalty: 4724.148926
	Iteration 9Q: 3 clusters Score -1355995 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1356418.125000 Penalty: 4724.148926
	Iteration 10Q: 3 clusters Score -1356418 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1356858.125000 Penalty: 4724.148926
	Iteration 11Q: 3 clusters Score -1356858 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1357301.375000 Penalty: 4724.148926
	Iteration 12Q: 3 clusters Score -1357301 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1357742.375000 Penalty: 4724.148926
	Iteration 13Q: 3 clusters Score -1357742 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1358044.250000 Penalty: 4724.148926
	Iteration 14Q: 3 clusters Score -1358044 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1358167.750000 Penalty: 4724.148926
	Iteration 15Q: 3 clusters Score -1358168 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1358207.250000 Penalty: 4724.148926
	Iteration 16Q: 3 clusters Score -1358207 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1358239.625000 Penalty: 4724.148926
	Iteration 17Q: 3 clusters Score -1358240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1358248.125000 Penalty: 4724.148926
	Iteration 18Q: 3 clusters Score -1358248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1358249.875000 Penalty: 4724.148926
	Iteration 19Q: 3 clusters Score -1358250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1358258.000000 Penalty: 4724.148926
	Iteration 20F: 3 clusters Score -1358258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1358256.625000 Penalty: 4724.148926
	Iteration 21Q: 3 clusters Score -1358257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1358257.000000 Penalty: 4724.148926
	Iteration 22Q: 3 clusters Score -1358257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1358263.250000 Penalty: 4724.148926
	Iteration 23Q: 3 clusters Score -1358263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1358264.750000 Penalty: 4724.148926
	Iteration 24Q: 3 clusters Score -1358265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1358264.500000 Penalty: 4724.148926
	Iteration 25Q: 3 clusters Score -1358264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1358264.375000 Penalty: 4724.148926
	Iteration 26Q: 3 clusters Score -1358264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1358263.000000 Penalty: 4724.148926
	Iteration 27Q: 3 clusters Score -1358263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1358263.375000 Penalty: 4724.148926
	Iteration 28Q: 3 clusters Score -1358263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1358263.375000 Penalty: 4724.148926
	Iteration 29F: 3 clusters Score -1358263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (190994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190994 members 
Entering Unmasked Estep 
Score: -19272308.000000 Penalty: 3015.679199
	Iteration 0F: 2 clusters Score -1.927231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 95177 members 
Entering Unmasked Estep 
Score: -19145006.000000 Penalty: 6031.358398
	Iteration 0F: 3 clusters Score -1.914501e+07 nChanged 91573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101864 members 
Mstep: Class 2 contains 89130 members 
Entering Unmasked Estep 
Score: -19198694.000000 Penalty: 6031.358398
	Iteration 1F: 3 clusters Score -1.919869e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105744 members 
Mstep: Class 2 contains 85250 members 
Entering Unmasked Estep 
Score: -19200596.000000 Penalty: 6031.358398
	Iteration 2Q: 3 clusters Score -1.92006e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111513 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
Score: -19203564.000000 Penalty: 6031.358398
	Iteration 3Q: 3 clusters Score -1.920356e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120093 members 
Mstep: Class 2 contains 70901 members 
Entering Unmasked Estep 
Score: -19208608.000000 Penalty: 6031.358398
	Iteration 4F: 3 clusters Score -1.920861e+07 nChanged 12550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131863 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -19216636.000000 Penalty: 6031.358398
	Iteration 5F: 3 clusters Score -1.921664e+07 nChanged 14946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146397 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -19228742.000000 Penalty: 6031.358398
	Iteration 6F: 3 clusters Score -1.922874e+07 nChanged 15009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161284 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -19242804.000000 Penalty: 6031.358398
	Iteration 7F: 3 clusters Score -1.92428e+07 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173453 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -19254542.000000 Penalty: 6031.358398
	Iteration 8F: 3 clusters Score -1.925454e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181207 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -19261676.000000 Penalty: 6031.358398
	Iteration 9Q: 3 clusters Score -1.926168e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185666 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -19265746.000000 Penalty: 6031.358398
	Iteration 10Q: 3 clusters Score -1.926575e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187993 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -19267688.000000 Penalty: 6031.358398
	Iteration 11Q: 3 clusters Score -1.926769e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189234 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -19268658.000000 Penalty: 6031.358398
	Iteration 12Q: 3 clusters Score -1.926866e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189834 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -19269132.000000 Penalty: 6031.358398
	Iteration 13Q: 3 clusters Score -1.926913e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190146 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -19269354.000000 Penalty: 6031.358398
	Iteration 14Q: 3 clusters Score -1.926935e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190288 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -19269472.000000 Penalty: 6031.358398
	Iteration 15Q: 3 clusters Score -1.926947e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190368 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -19269550.000000 Penalty: 6031.358398
	Iteration 16Q: 3 clusters Score -1.926955e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190413 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -19269588.000000 Penalty: 6031.358398
	Iteration 17Q: 3 clusters Score -1.926959e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190450 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -19269602.000000 Penalty: 6031.358398
	Iteration 18Q: 3 clusters Score -1.92696e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190465 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -19269616.000000 Penalty: 6031.358398
	Iteration 19Q: 3 clusters Score -1.926962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190476 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -19269628.000000 Penalty: 6031.358398
	Iteration 20F: 3 clusters Score -1.926963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190491 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -19269640.000000 Penalty: 6031.358398
	Iteration 21Q: 3 clusters Score -1.926964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190501 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -19269672.000000 Penalty: 6031.358398
	Iteration 22Q: 3 clusters Score -1.926967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190506 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -19269678.000000 Penalty: 6031.358398
	Iteration 23Q: 3 clusters Score -1.926968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190512 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -19269662.000000 Penalty: 6031.358398
	Iteration 24Q: 3 clusters Score -1.926966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190516 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -19269668.000000 Penalty: 6031.358398
	Iteration 25Q: 3 clusters Score -1.926967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190519 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -19269682.000000 Penalty: 6031.358398
	Iteration 26Q: 3 clusters Score -1.926968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190523 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -19269682.000000 Penalty: 6031.358398
	Iteration 27Q: 3 clusters Score -1.926968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190527 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -19269688.000000 Penalty: 6031.358398
	Iteration 28Q: 3 clusters Score -1.926969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190527 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -19269688.000000 Penalty: 6031.358398
	Iteration 29F: 3 clusters Score -1.926969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Entering Unmasked Estep 
Score: -416578.312500 Penalty: 2078.750977
	Iteration 0F: 2 clusters Score -416578.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -412471.531250 Penalty: 4157.501953
	Iteration 0F: 3 clusters Score -412471.5 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -413471.062500 Penalty: 4157.501953
	Iteration 1F: 3 clusters Score -413471.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -413775.187500 Penalty: 4157.501953
	Iteration 2F: 3 clusters Score -413775.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -414029.781250 Penalty: 4157.501953
	Iteration 3F: 3 clusters Score -414029.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -414257.218750 Penalty: 4157.501953
	Iteration 4F: 3 clusters Score -414257.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -414478.031250 Penalty: 4157.501953
	Iteration 5F: 3 clusters Score -414478 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -414681.625000 Penalty: 4157.501953
	Iteration 6F: 3 clusters Score -414681.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -414843.968750 Penalty: 4157.501953
	Iteration 7Q: 3 clusters Score -414844 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -415006.906250 Penalty: 4157.501953
	Iteration 8Q: 3 clusters Score -415006.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -415161.281250 Penalty: 4157.501953
	Iteration 9Q: 3 clusters Score -415161.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -415307.250000 Penalty: 4157.501953
	Iteration 10Q: 3 clusters Score -415307.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -415419.156250 Penalty: 4157.501953
	Iteration 11Q: 3 clusters Score -415419.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -415493.156250 Penalty: 4157.501953
	Iteration 12Q: 3 clusters Score -415493.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -415531.125000 Penalty: 4157.501953
	Iteration 13Q: 3 clusters Score -415531.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -415555.406250 Penalty: 4157.501953
	Iteration 14Q: 3 clusters Score -415555.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -415562.687500 Penalty: 4157.501953
	Iteration 15Q: 3 clusters Score -415562.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -415564.156250 Penalty: 4157.501953
	Iteration 16Q: 3 clusters Score -415564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -415566.031250 Penalty: 4157.501953
	Iteration 17Q: 3 clusters Score -415566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -415567.593750 Penalty: 4157.501953
	Iteration 18Q: 3 clusters Score -415567.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -415567.593750 Penalty: 4157.501953
	Iteration 19F: 3 clusters Score -415567.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Entering Unmasked Estep 
Score: -687982.375000 Penalty: 2207.031738
	Iteration 0F: 2 clusters Score -687982.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -682063.062500 Penalty: 4414.063477
	Iteration 0F: 3 clusters Score -682063.1 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -683703.312500 Penalty: 4414.063477
	Iteration 1F: 3 clusters Score -683703.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -684058.250000 Penalty: 4414.063477
	Iteration 2F: 3 clusters Score -684058.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -684367.687500 Penalty: 4414.063477
	Iteration 3F: 3 clusters Score -684367.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -684649.312500 Penalty: 4414.063477
	Iteration 4F: 3 clusters Score -684649.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -684903.437500 Penalty: 4414.063477
	Iteration 5Q: 3 clusters Score -684903.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -685118.812500 Penalty: 4414.063477
	Iteration 6Q: 3 clusters Score -685118.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -685287.250000 Penalty: 4414.063477
	Iteration 7Q: 3 clusters Score -685287.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -685430.187500 Penalty: 4414.063477
	Iteration 8Q: 3 clusters Score -685430.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -685549.125000 Penalty: 4414.063477
	Iteration 9Q: 3 clusters Score -685549.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -685670.062500 Penalty: 4414.063477
	Iteration 10Q: 3 clusters Score -685670.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -685791.937500 Penalty: 4414.063477
	Iteration 11Q: 3 clusters Score -685791.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -685876.875000 Penalty: 4414.063477
	Iteration 12Q: 3 clusters Score -685876.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -685960.375000 Penalty: 4414.063477
	Iteration 13Q: 3 clusters Score -685960.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -686045.812500 Penalty: 4414.063477
	Iteration 14Q: 3 clusters Score -686045.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -686122.437500 Penalty: 4414.063477
	Iteration 15Q: 3 clusters Score -686122.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -686189.500000 Penalty: 4414.063477
	Iteration 16Q: 3 clusters Score -686189.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -686248.250000 Penalty: 4414.063477
	Iteration 17Q: 3 clusters Score -686248.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -686296.125000 Penalty: 4414.063477
	Iteration 18Q: 3 clusters Score -686296.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -686325.500000 Penalty: 4414.063477
	Iteration 19Q: 3 clusters Score -686325.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -686354.062500 Penalty: 4414.063477
	Iteration 20F: 3 clusters Score -686354.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -686371.625000 Penalty: 4414.063477
	Iteration 21Q: 3 clusters Score -686371.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -686380.187500 Penalty: 4414.063477
	Iteration 22Q: 3 clusters Score -686380.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -686389.562500 Penalty: 4414.063477
	Iteration 23Q: 3 clusters Score -686389.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -686397.125000 Penalty: 4414.063477
	Iteration 24Q: 3 clusters Score -686397.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -686400.750000 Penalty: 4414.063477
	Iteration 25Q: 3 clusters Score -686400.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -686405.125000 Penalty: 4414.063477
	Iteration 26Q: 3 clusters Score -686405.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -686405.187500 Penalty: 4414.063477
	Iteration 27Q: 3 clusters Score -686405.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -686406.687500 Penalty: 4414.063477
	Iteration 28Q: 3 clusters Score -686406.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -686407.000000 Penalty: 4414.063477
	Iteration 29Q: 3 clusters Score -686407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -686407.000000 Penalty: 4414.063477
	Iteration 30F: 3 clusters Score -686407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (41438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Entering Unmasked Estep 
Score: -4095784.750000 Penalty: 2636.724365
	Iteration 0F: 2 clusters Score -4095785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -4067591.500000 Penalty: 5273.448730
	Iteration 0F: 3 clusters Score -4067592 nChanged 18949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -4078543.750000 Penalty: 5273.448730
	Iteration 1F: 3 clusters Score -4078544 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -4079349.000000 Penalty: 5273.448730
	Iteration 2Q: 3 clusters Score -4079349 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -4080246.000000 Penalty: 5273.448730
	Iteration 3Q: 3 clusters Score -4080246 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -4081224.250000 Penalty: 5273.448730
	Iteration 4F: 3 clusters Score -4081224 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -4082292.000000 Penalty: 5273.448730
	Iteration 5F: 3 clusters Score -4082292 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -4083439.500000 Penalty: 5273.448730
	Iteration 6F: 3 clusters Score -4083440 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -4084660.250000 Penalty: 5273.448730
	Iteration 7F: 3 clusters Score -4084660 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -4085792.750000 Penalty: 5273.448730
	Iteration 8F: 3 clusters Score -4085793 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4086661.000000 Penalty: 5273.448730
	Iteration 9Q: 3 clusters Score -4086661 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -4087390.250000 Penalty: 5273.448730
	Iteration 10Q: 3 clusters Score -4087390 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -4088075.250000 Penalty: 5273.448730
	Iteration 11Q: 3 clusters Score -4088075 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -4088576.750000 Penalty: 5273.448730
	Iteration 12Q: 3 clusters Score -4088577 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -4088894.000000 Penalty: 5273.448730
	Iteration 13Q: 3 clusters Score -4088894 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -4089143.500000 Penalty: 5273.448730
	Iteration 14Q: 3 clusters Score -4089144 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -4089358.750000 Penalty: 5273.448730
	Iteration 15Q: 3 clusters Score -4089359 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -4089563.000000 Penalty: 5273.448730
	Iteration 16Q: 3 clusters Score -4089563 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -4089784.750000 Penalty: 5273.448730
	Iteration 17Q: 3 clusters Score -4089785 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -4089938.000000 Penalty: 5273.448730
	Iteration 18Q: 3 clusters Score -4089938 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -4090079.750000 Penalty: 5273.448730
	Iteration 19Q: 3 clusters Score -4090080 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4090227.500000 Penalty: 5273.448730
	Iteration 20F: 3 clusters Score -4090228 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -4090343.500000 Penalty: 5273.448730
	Iteration 21Q: 3 clusters Score -4090344 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -4090464.000000 Penalty: 5273.448730
	Iteration 22Q: 3 clusters Score -4090464 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -4090564.750000 Penalty: 5273.448730
	Iteration 23Q: 3 clusters Score -4090565 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -4090642.250000 Penalty: 5273.448730
	Iteration 24Q: 3 clusters Score -4090642 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -4090713.250000 Penalty: 5273.448730
	Iteration 25Q: 3 clusters Score -4090713 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -4090768.250000 Penalty: 5273.448730
	Iteration 26Q: 3 clusters Score -4090768 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -4090814.500000 Penalty: 5273.448730
	Iteration 27Q: 3 clusters Score -4090814 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -4090869.000000 Penalty: 5273.448730
	Iteration 28Q: 3 clusters Score -4090869 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -4090908.000000 Penalty: 5273.448730
	Iteration 29Q: 3 clusters Score -4090908 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -4090949.500000 Penalty: 5273.448730
	Iteration 30Q: 3 clusters Score -4090950 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -4090975.250000 Penalty: 5273.448730
	Iteration 31Q: 3 clusters Score -4090975 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4091043.500000 Penalty: 5273.448730
	Iteration 32Q: 3 clusters Score -4091044 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -4091080.500000 Penalty: 5273.448730
	Iteration 33Q: 3 clusters Score -4091080 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -4091120.750000 Penalty: 5273.448730
	Iteration 34Q: 3 clusters Score -4091121 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -4091165.500000 Penalty: 5273.448730
	Iteration 35Q: 3 clusters Score -4091166 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -4091227.500000 Penalty: 5273.448730
	Iteration 36Q: 3 clusters Score -4091228 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -4091264.250000 Penalty: 5273.448730
	Iteration 37Q: 3 clusters Score -4091264 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -4091312.000000 Penalty: 5273.448730
	Iteration 38Q: 3 clusters Score -4091312 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -4091360.750000 Penalty: 5273.448730
	Iteration 39Q: 3 clusters Score -4091361 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -4091401.500000 Penalty: 5273.448730
	Iteration 40F: 3 clusters Score -4091402 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -4091436.500000 Penalty: 5273.448730
	Iteration 41Q: 3 clusters Score -4091436 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -4091477.500000 Penalty: 5273.448730
	Iteration 42Q: 3 clusters Score -4091478 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -4091530.750000 Penalty: 5273.448730
	Iteration 43Q: 3 clusters Score -4091531 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -4091585.250000 Penalty: 5273.448730
	Iteration 44Q: 3 clusters Score -4091585 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -4091636.500000 Penalty: 5273.448730
	Iteration 45Q: 3 clusters Score -4091636 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -4091694.000000 Penalty: 5273.448730
	Iteration 46Q: 3 clusters Score -4091694 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -4091731.750000 Penalty: 5273.448730
	Iteration 47Q: 3 clusters Score -4091732 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -4091781.000000 Penalty: 5273.448730
	Iteration 48Q: 3 clusters Score -4091781 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -4091822.000000 Penalty: 5273.448730
	Iteration 49Q: 3 clusters Score -4091822 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -4091886.250000 Penalty: 5273.448730
	Iteration 50Q: 3 clusters Score -4091886 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -4091948.250000 Penalty: 5273.448730
	Iteration 51Q: 3 clusters Score -4091948 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -4092013.250000 Penalty: 5273.448730
	Iteration 52Q: 3 clusters Score -4092013 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -4092097.250000 Penalty: 5273.448730
	Iteration 53Q: 3 clusters Score -4092097 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -4092168.500000 Penalty: 5273.448730
	Iteration 54Q: 3 clusters Score -4092168 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -4092227.500000 Penalty: 5273.448730
	Iteration 55Q: 3 clusters Score -4092228 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4092295.500000 Penalty: 5273.448730
	Iteration 56Q: 3 clusters Score -4092296 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4092367.500000 Penalty: 5273.448730
	Iteration 57Q: 3 clusters Score -4092368 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -4092447.500000 Penalty: 5273.448730
	Iteration 58Q: 3 clusters Score -4092448 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -4092517.000000 Penalty: 5273.448730
	Iteration 59Q: 3 clusters Score -4092517 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -4092593.500000 Penalty: 5273.448730
	Iteration 60F: 3 clusters Score -4092594 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -4092671.500000 Penalty: 5273.448730
	Iteration 61Q: 3 clusters Score -4092672 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -4092754.000000 Penalty: 5273.448730
	Iteration 62Q: 3 clusters Score -4092754 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -4092849.250000 Penalty: 5273.448730
	Iteration 63Q: 3 clusters Score -4092849 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4092934.250000 Penalty: 5273.448730
	Iteration 64Q: 3 clusters Score -4092934 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4093004.500000 Penalty: 5273.448730
	Iteration 65Q: 3 clusters Score -4093004 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4093061.250000 Penalty: 5273.448730
	Iteration 66Q: 3 clusters Score -4093061 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4093129.000000 Penalty: 5273.448730
	Iteration 67Q: 3 clusters Score -4093129 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4093178.500000 Penalty: 5273.448730
	Iteration 68Q: 3 clusters Score -4093178 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4093249.500000 Penalty: 5273.448730
	Iteration 69Q: 3 clusters Score -4093250 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4093304.000000 Penalty: 5273.448730
	Iteration 70Q: 3 clusters Score -4093304 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4093357.000000 Penalty: 5273.448730
	Iteration 71Q: 3 clusters Score -4093357 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4093380.500000 Penalty: 5273.448730
	Iteration 72Q: 3 clusters Score -4093380 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4093398.250000 Penalty: 5273.448730
	Iteration 73Q: 3 clusters Score -4093398 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4093419.000000 Penalty: 5273.448730
	Iteration 74Q: 3 clusters Score -4093419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4093440.750000 Penalty: 5273.448730
	Iteration 75Q: 3 clusters Score -4093441 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4093453.750000 Penalty: 5273.448730
	Iteration 76Q: 3 clusters Score -4093454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4093471.000000 Penalty: 5273.448730
	Iteration 77Q: 3 clusters Score -4093471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4093492.000000 Penalty: 5273.448730
	Iteration 78Q: 3 clusters Score -4093492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4093508.250000 Penalty: 5273.448730
	Iteration 79Q: 3 clusters Score -4093508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4093521.500000 Penalty: 5273.448730
	Iteration 80F: 3 clusters Score -4093522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4093528.750000 Penalty: 5273.448730
	Iteration 81Q: 3 clusters Score -4093529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4093546.000000 Penalty: 5273.448730
	Iteration 82Q: 3 clusters Score -4093546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4093553.000000 Penalty: 5273.448730
	Iteration 83Q: 3 clusters Score -4093553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4093570.750000 Penalty: 5273.448730
	Iteration 84Q: 3 clusters Score -4093571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4093573.250000 Penalty: 5273.448730
	Iteration 85Q: 3 clusters Score -4093573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4093574.500000 Penalty: 5273.448730
	Iteration 86Q: 3 clusters Score -4093574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4093581.250000 Penalty: 5273.448730
	Iteration 87Q: 3 clusters Score -4093581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4093588.000000 Penalty: 5273.448730
	Iteration 88Q: 3 clusters Score -4093588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4093594.750000 Penalty: 5273.448730
	Iteration 89Q: 3 clusters Score -4093595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4093598.750000 Penalty: 5273.448730
	Iteration 90Q: 3 clusters Score -4093599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4093601.000000 Penalty: 5273.448730
	Iteration 91Q: 3 clusters Score -4093601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4093600.500000 Penalty: 5273.448730
	Iteration 92Q: 3 clusters Score -4093600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4093604.000000 Penalty: 5273.448730
	Iteration 93Q: 3 clusters Score -4093604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4093609.000000 Penalty: 5273.448730
	Iteration 94Q: 3 clusters Score -4093609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4093607.000000 Penalty: 5273.448730
	Iteration 95Q: 3 clusters Score -4093607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4093608.750000 Penalty: 5273.448730
	Iteration 96Q: 3 clusters Score -4093609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4093608.750000 Penalty: 5273.448730
	Iteration 97F: 3 clusters Score -4093609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Entering Unmasked Estep 
Score: -2034820.125000 Penalty: 2463.190674
	Iteration 0F: 2 clusters Score -2034820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2020395.250000 Penalty: 4926.381348
	Iteration 0F: 3 clusters Score -2020395 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2025260.500000 Penalty: 4926.381348
	Iteration 1F: 3 clusters Score -2025260 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2025816.375000 Penalty: 4926.381348
	Iteration 2F: 3 clusters Score -2025816 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2026368.250000 Penalty: 4926.381348
	Iteration 3F: 3 clusters Score -2026368 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2027035.875000 Penalty: 4926.381348
	Iteration 4F: 3 clusters Score -2027036 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2027849.375000 Penalty: 4926.381348
	Iteration 5F: 3 clusters Score -2027849 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2028728.625000 Penalty: 4926.381348
	Iteration 6F: 3 clusters Score -2028729 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2029529.000000 Penalty: 4926.381348
	Iteration 7F: 3 clusters Score -2029529 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2030240.375000 Penalty: 4926.381348
	Iteration 8F: 3 clusters Score -2030240 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2030770.500000 Penalty: 4926.381348
	Iteration 9Q: 3 clusters Score -2030770 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2031247.000000 Penalty: 4926.381348
	Iteration 10Q: 3 clusters Score -2031247 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2031670.000000 Penalty: 4926.381348
	Iteration 11Q: 3 clusters Score -2031670 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2032063.875000 Penalty: 4926.381348
	Iteration 12Q: 3 clusters Score -2032064 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2032462.500000 Penalty: 4926.381348
	Iteration 13Q: 3 clusters Score -2032462 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2032867.250000 Penalty: 4926.381348
	Iteration 14Q: 3 clusters Score -2032867 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2033206.375000 Penalty: 4926.381348
	Iteration 15Q: 3 clusters Score -2033206 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2033409.750000 Penalty: 4926.381348
	Iteration 16Q: 3 clusters Score -2033410 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2033538.375000 Penalty: 4926.381348
	Iteration 17Q: 3 clusters Score -2033538 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2033618.000000 Penalty: 4926.381348
	Iteration 18Q: 3 clusters Score -2033618 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2033669.125000 Penalty: 4926.381348
	Iteration 19Q: 3 clusters Score -2033669 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2033701.125000 Penalty: 4926.381348
	Iteration 20F: 3 clusters Score -2033701 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2033718.875000 Penalty: 4926.381348
	Iteration 21Q: 3 clusters Score -2033719 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2033735.000000 Penalty: 4926.381348
	Iteration 22Q: 3 clusters Score -2033735 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2033738.125000 Penalty: 4926.381348
	Iteration 23Q: 3 clusters Score -2033738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2033740.750000 Penalty: 4926.381348
	Iteration 24Q: 3 clusters Score -2033741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2033741.250000 Penalty: 4926.381348
	Iteration 25Q: 3 clusters Score -2033741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2033747.000000 Penalty: 4926.381348
	Iteration 26Q: 3 clusters Score -2033747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2033748.000000 Penalty: 4926.381348
	Iteration 27Q: 3 clusters Score -2033748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2033753.000000 Penalty: 4926.381348
	Iteration 28Q: 3 clusters Score -2033753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2033757.250000 Penalty: 4926.381348
	Iteration 29Q: 3 clusters Score -2033757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2033755.500000 Penalty: 4926.381348
	Iteration 30Q: 3 clusters Score -2033756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2033754.875000 Penalty: 4926.381348
	Iteration 31Q: 3 clusters Score -2033755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2033766.625000 Penalty: 4926.381348
	Iteration 32Q: 3 clusters Score -2033767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2033758.375000 Penalty: 4926.381348
	Iteration 33Q: 3 clusters Score -2033758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2033757.750000 Penalty: 4926.381348
	Iteration 34Q: 3 clusters Score -2033758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2033761.375000 Penalty: 4926.381348
	Iteration 35Q: 3 clusters Score -2033761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2033761.125000 Penalty: 4926.381348
	Iteration 36Q: 3 clusters Score -2033761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2033758.375000 Penalty: 4926.381348
	Iteration 37Q: 3 clusters Score -2033758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2033757.375000 Penalty: 4926.381348
	Iteration 38Q: 3 clusters Score -2033757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2033761.500000 Penalty: 4926.381348
	Iteration 39Q: 3 clusters Score -2033762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2033763.250000 Penalty: 4926.381348
	Iteration 40F: 3 clusters Score -2033763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Entering Unmasked Estep 
Score: -1078014.000000 Penalty: 2308.858887
	Iteration 0F: 2 clusters Score -1078014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1069724.625000 Penalty: 4617.717773
	Iteration 0F: 3 clusters Score -1069725 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1072138.125000 Penalty: 4617.717773
	Iteration 1F: 3 clusters Score -1072138 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1072466.750000 Penalty: 4617.717773
	Iteration 2F: 3 clusters Score -1072467 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1072750.125000 Penalty: 4617.717773
	Iteration 3F: 3 clusters Score -1072750 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1072992.625000 Penalty: 4617.717773
	Iteration 4Q: 3 clusters Score -1072993 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1073193.500000 Penalty: 4617.717773
	Iteration 5Q: 3 clusters Score -1073194 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1073354.375000 Penalty: 4617.717773
	Iteration 6Q: 3 clusters Score -1073354 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1073513.375000 Penalty: 4617.717773
	Iteration 7Q: 3 clusters Score -1073513 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1073662.250000 Penalty: 4617.717773
	Iteration 8Q: 3 clusters Score -1073662 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1073787.750000 Penalty: 4617.717773
	Iteration 9Q: 3 clusters Score -1073788 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1073902.250000 Penalty: 4617.717773
	Iteration 10Q: 3 clusters Score -1073902 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1074000.625000 Penalty: 4617.717773
	Iteration 11Q: 3 clusters Score -1074001 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1074081.625000 Penalty: 4617.717773
	Iteration 12Q: 3 clusters Score -1074082 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1074143.375000 Penalty: 4617.717773
	Iteration 13Q: 3 clusters Score -1074143 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1074200.375000 Penalty: 4617.717773
	Iteration 14Q: 3 clusters Score -1074200 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1074255.500000 Penalty: 4617.717773
	Iteration 15Q: 3 clusters Score -1074256 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1074298.500000 Penalty: 4617.717773
	Iteration 16Q: 3 clusters Score -1074298 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1074344.125000 Penalty: 4617.717773
	Iteration 17Q: 3 clusters Score -1074344 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1074381.125000 Penalty: 4617.717773
	Iteration 18Q: 3 clusters Score -1074381 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1074414.750000 Penalty: 4617.717773
	Iteration 19Q: 3 clusters Score -1074415 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1074447.625000 Penalty: 4617.717773
	Iteration 20F: 3 clusters Score -1074448 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1074483.375000 Penalty: 4617.717773
	Iteration 21Q: 3 clusters Score -1074483 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1074525.500000 Penalty: 4617.717773
	Iteration 22Q: 3 clusters Score -1074526 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1074571.250000 Penalty: 4617.717773
	Iteration 23Q: 3 clusters Score -1074571 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1074617.125000 Penalty: 4617.717773
	Iteration 24Q: 3 clusters Score -1074617 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1074666.625000 Penalty: 4617.717773
	Iteration 25Q: 3 clusters Score -1074667 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1074712.250000 Penalty: 4617.717773
	Iteration 26Q: 3 clusters Score -1074712 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1074765.625000 Penalty: 4617.717773
	Iteration 27Q: 3 clusters Score -1074766 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1074822.875000 Penalty: 4617.717773
	Iteration 28Q: 3 clusters Score -1074823 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1074887.125000 Penalty: 4617.717773
	Iteration 29Q: 3 clusters Score -1074887 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1074969.875000 Penalty: 4617.717773
	Iteration 30Q: 3 clusters Score -1074970 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1075071.000000 Penalty: 4617.717773
	Iteration 31Q: 3 clusters Score -1075071 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1075168.875000 Penalty: 4617.717773
	Iteration 32Q: 3 clusters Score -1075169 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1075277.750000 Penalty: 4617.717773
	Iteration 33Q: 3 clusters Score -1075278 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1075384.625000 Penalty: 4617.717773
	Iteration 34Q: 3 clusters Score -1075385 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1075498.750000 Penalty: 4617.717773
	Iteration 35Q: 3 clusters Score -1075499 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1075594.875000 Penalty: 4617.717773
	Iteration 36Q: 3 clusters Score -1075595 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1075676.875000 Penalty: 4617.717773
	Iteration 37Q: 3 clusters Score -1075677 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1075737.500000 Penalty: 4617.717773
	Iteration 38Q: 3 clusters Score -1075738 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1075787.375000 Penalty: 4617.717773
	Iteration 39Q: 3 clusters Score -1075787 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1075831.250000 Penalty: 4617.717773
	Iteration 40F: 3 clusters Score -1075831 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1075872.125000 Penalty: 4617.717773
	Iteration 41Q: 3 clusters Score -1075872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1075910.750000 Penalty: 4617.717773
	Iteration 42Q: 3 clusters Score -1075911 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1075941.250000 Penalty: 4617.717773
	Iteration 43Q: 3 clusters Score -1075941 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1075964.625000 Penalty: 4617.717773
	Iteration 44Q: 3 clusters Score -1075965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1075984.500000 Penalty: 4617.717773
	Iteration 45Q: 3 clusters Score -1075984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1076000.875000 Penalty: 4617.717773
	Iteration 46Q: 3 clusters Score -1076001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1076014.250000 Penalty: 4617.717773
	Iteration 47Q: 3 clusters Score -1076014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1076021.250000 Penalty: 4617.717773
	Iteration 48Q: 3 clusters Score -1076021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1076033.375000 Penalty: 4617.717773
	Iteration 49Q: 3 clusters Score -1076033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1076043.125000 Penalty: 4617.717773
	Iteration 50Q: 3 clusters Score -1076043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1076047.500000 Penalty: 4617.717773
	Iteration 51Q: 3 clusters Score -1076048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1076052.625000 Penalty: 4617.717773
	Iteration 52Q: 3 clusters Score -1076053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1076055.750000 Penalty: 4617.717773
	Iteration 53Q: 3 clusters Score -1076056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1076059.875000 Penalty: 4617.717773
	Iteration 54Q: 3 clusters Score -1076060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1076062.875000 Penalty: 4617.717773
	Iteration 55Q: 3 clusters Score -1076063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1076065.000000 Penalty: 4617.717773
	Iteration 56Q: 3 clusters Score -1076065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1076064.250000 Penalty: 4617.717773
	Iteration 57Q: 3 clusters Score -1076064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1076067.625000 Penalty: 4617.717773
	Iteration 58Q: 3 clusters Score -1076068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1076070.500000 Penalty: 4617.717773
	Iteration 59Q: 3 clusters Score -1076070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1076073.000000 Penalty: 4617.717773
	Iteration 60F: 3 clusters Score -1076073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1076077.625000 Penalty: 4617.717773
	Iteration 61Q: 3 clusters Score -1076078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1076080.500000 Penalty: 4617.717773
	Iteration 62Q: 3 clusters Score -1076080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1076084.375000 Penalty: 4617.717773
	Iteration 63Q: 3 clusters Score -1076084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1076083.500000 Penalty: 4617.717773
	Iteration 64Q: 3 clusters Score -1076084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1076087.000000 Penalty: 4617.717773
	Iteration 65Q: 3 clusters Score -1076087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1076093.500000 Penalty: 4617.717773
	Iteration 66Q: 3 clusters Score -1076094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1076095.125000 Penalty: 4617.717773
	Iteration 67Q: 3 clusters Score -1076095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1076102.375000 Penalty: 4617.717773
	Iteration 68Q: 3 clusters Score -1076102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1076105.250000 Penalty: 4617.717773
	Iteration 69Q: 3 clusters Score -1076105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1076109.125000 Penalty: 4617.717773
	Iteration 70Q: 3 clusters Score -1076109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1076111.000000 Penalty: 4617.717773
	Iteration 71Q: 3 clusters Score -1076111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1076109.875000 Penalty: 4617.717773
	Iteration 72Q: 3 clusters Score -1076110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1076109.875000 Penalty: 4617.717773
	Iteration 73F: 3 clusters Score -1076110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (65993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65993 members 
Entering Unmasked Estep 
Score: -6710629.000000 Penalty: 2752.131592
	Iteration 0F: 2 clusters Score -6710629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -6666632.000000 Penalty: 5504.263184
	Iteration 0F: 3 clusters Score -6666632 nChanged 30707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -6684118.500000 Penalty: 5504.263184
	Iteration 1F: 3 clusters Score -6684118 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -6685210.500000 Penalty: 5504.263184
	Iteration 2Q: 3 clusters Score -6685210 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -6686891.000000 Penalty: 5504.263184
	Iteration 3F: 3 clusters Score -6686891 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -6689260.000000 Penalty: 5504.263184
	Iteration 4F: 3 clusters Score -6689260 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -6692714.000000 Penalty: 5504.263184
	Iteration 5F: 3 clusters Score -6692714 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -6696874.500000 Penalty: 5504.263184
	Iteration 6F: 3 clusters Score -6696874 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -6700529.500000 Penalty: 5504.263184
	Iteration 7F: 3 clusters Score -6700530 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -6702958.500000 Penalty: 5504.263184
	Iteration 8Q: 3 clusters Score -6702958 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -6704485.000000 Penalty: 5504.263184
	Iteration 9Q: 3 clusters Score -6704485 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -6705430.500000 Penalty: 5504.263184
	Iteration 10Q: 3 clusters Score -6705430 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -6705995.000000 Penalty: 5504.263184
	Iteration 11Q: 3 clusters Score -6705995 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -6706409.000000 Penalty: 5504.263184
	Iteration 12Q: 3 clusters Score -6706409 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -6706722.500000 Penalty: 5504.263184
	Iteration 13Q: 3 clusters Score -6706722 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -6706978.500000 Penalty: 5504.263184
	Iteration 14Q: 3 clusters Score -6706978 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -6707177.000000 Penalty: 5504.263184
	Iteration 15Q: 3 clusters Score -6707177 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -6707391.000000 Penalty: 5504.263184
	Iteration 16Q: 3 clusters Score -6707391 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -6707617.500000 Penalty: 5504.263184
	Iteration 17Q: 3 clusters Score -6707618 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -6707764.000000 Penalty: 5504.263184
	Iteration 18Q: 3 clusters Score -6707764 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -6707874.000000 Penalty: 5504.263184
	Iteration 19Q: 3 clusters Score -6707874 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -6707974.000000 Penalty: 5504.263184
	Iteration 20F: 3 clusters Score -6707974 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -6708071.000000 Penalty: 5504.263184
	Iteration 21Q: 3 clusters Score -6708071 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -6708130.500000 Penalty: 5504.263184
	Iteration 22Q: 3 clusters Score -6708130 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -6708176.500000 Penalty: 5504.263184
	Iteration 23Q: 3 clusters Score -6708176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 64710 members 
Entering Unmasked Estep 
Score: -6708208.500000 Penalty: 5504.263184
	Iteration 24Q: 3 clusters Score -6708208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -6708245.500000 Penalty: 5504.263184
	Iteration 25Q: 3 clusters Score -6708246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -6708265.500000 Penalty: 5504.263184
	Iteration 26Q: 3 clusters Score -6708266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -6708297.500000 Penalty: 5504.263184
	Iteration 27Q: 3 clusters Score -6708298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -6708308.000000 Penalty: 5504.263184
	Iteration 28Q: 3 clusters Score -6708308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -6708315.000000 Penalty: 5504.263184
	Iteration 29Q: 3 clusters Score -6708315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -6708330.000000 Penalty: 5504.263184
	Iteration 30Q: 3 clusters Score -6708330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 64932 members 
Entering Unmasked Estep 
Score: -6708343.000000 Penalty: 5504.263184
	Iteration 31Q: 3 clusters Score -6708343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 64948 members 
Entering Unmasked Estep 
Score: -6708359.000000 Penalty: 5504.263184
	Iteration 32Q: 3 clusters Score -6708359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -6708354.500000 Penalty: 5504.263184
	Iteration 33Q: 3 clusters Score -6708354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -6708364.000000 Penalty: 5504.263184
	Iteration 34Q: 3 clusters Score -6708364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -6708362.000000 Penalty: 5504.263184
	Iteration 35Q: 3 clusters Score -6708362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 64986 members 
Entering Unmasked Estep 
Score: -6708370.500000 Penalty: 5504.263184
	Iteration 36Q: 3 clusters Score -6708370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -6708367.000000 Penalty: 5504.263184
	Iteration 37Q: 3 clusters Score -6708367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 65004 members 
Entering Unmasked Estep 
Score: -6708370.000000 Penalty: 5504.263184
	Iteration 38Q: 3 clusters Score -6708370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 65011 members 
Entering Unmasked Estep 
Score: -6708361.000000 Penalty: 5504.263184
	Iteration 39Q: 3 clusters Score -6708361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -6708372.000000 Penalty: 5504.263184
	Iteration 40F: 3 clusters Score -6708372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 65026 members 
Entering Unmasked Estep 
Score: -6708378.500000 Penalty: 5504.263184
	Iteration 41Q: 3 clusters Score -6708378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -6708388.000000 Penalty: 5504.263184
	Iteration 42Q: 3 clusters Score -6708388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -6708387.000000 Penalty: 5504.263184
	Iteration 43Q: 3 clusters Score -6708387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -6708381.000000 Penalty: 5504.263184
	Iteration 44Q: 3 clusters Score -6708381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -6708390.500000 Penalty: 5504.263184
	Iteration 45Q: 3 clusters Score -6708390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -6708397.000000 Penalty: 5504.263184
	Iteration 46Q: 3 clusters Score -6708397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -6708398.500000 Penalty: 5504.263184
	Iteration 47Q: 3 clusters Score -6708398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -6708392.500000 Penalty: 5504.263184
	Iteration 48Q: 3 clusters Score -6708392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -6708394.000000 Penalty: 5504.263184
	Iteration 49Q: 3 clusters Score -6708394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -6708394.500000 Penalty: 5504.263184
	Iteration 50Q: 3 clusters Score -6708394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -6708394.000000 Penalty: 5504.263184
	Iteration 51Q: 3 clusters Score -6708394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -6708403.500000 Penalty: 5504.263184
	Iteration 52Q: 3 clusters Score -6708404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -6708399.000000 Penalty: 5504.263184
	Iteration 53Q: 3 clusters Score -6708399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -6708403.000000 Penalty: 5504.263184
	Iteration 54Q: 3 clusters Score -6708403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -6708403.000000 Penalty: 5504.263184
	Iteration 55Q: 3 clusters Score -6708403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -6708403.000000 Penalty: 5504.263184
	Iteration 56F: 3 clusters Score -6708403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Entering Unmasked Estep 
Score: -121847.656250 Penalty: 1780.657349
	Iteration 0F: 2 clusters Score -121847.7 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 659 members 
Entering Unmasked Estep 
Score: -119721.851562 Penalty: 3561.314697
	Iteration 0F: 3 clusters Score -119721.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -120132.968750 Penalty: 3561.314697
	Iteration 1F: 3 clusters Score -120133 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -120257.031250 Penalty: 3561.314697
	Iteration 2F: 3 clusters Score -120257 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -120317.570312 Penalty: 3561.314697
	Iteration 3Q: 3 clusters Score -120317.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -120368.210938 Penalty: 3561.314697
	Iteration 4Q: 3 clusters Score -120368.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -120416.523438 Penalty: 3561.314697
	Iteration 5Q: 3 clusters Score -120416.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -120454.609375 Penalty: 3561.314697
	Iteration 6Q: 3 clusters Score -120454.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -120496.375000 Penalty: 3561.314697
	Iteration 7Q: 3 clusters Score -120496.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -120537.046875 Penalty: 3561.314697
	Iteration 8Q: 3 clusters Score -120537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -120571.625000 Penalty: 3561.314697
	Iteration 9Q: 3 clusters Score -120571.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -120604.898438 Penalty: 3561.314697
	Iteration 10Q: 3 clusters Score -120604.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -120643.398438 Penalty: 3561.314697
	Iteration 11Q: 3 clusters Score -120643.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -120667.078125 Penalty: 3561.314697
	Iteration 12Q: 3 clusters Score -120667.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -120683.007812 Penalty: 3561.314697
	Iteration 13Q: 3 clusters Score -120683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -120697.679688 Penalty: 3561.314697
	Iteration 14Q: 3 clusters Score -120697.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -120707.460938 Penalty: 3561.314697
	Iteration 15Q: 3 clusters Score -120707.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -120714.304688 Penalty: 3561.314697
	Iteration 16Q: 3 clusters Score -120714.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -120717.562500 Penalty: 3561.314697
	Iteration 17Q: 3 clusters Score -120717.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -120719.468750 Penalty: 3561.314697
	Iteration 18Q: 3 clusters Score -120719.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -120721.468750 Penalty: 3561.314697
	Iteration 19Q: 3 clusters Score -120721.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -120728.164062 Penalty: 3561.314697
	Iteration 20F: 3 clusters Score -120728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -120770.296875 Penalty: 3561.314697
	Iteration 21Q: 3 clusters Score -120770.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -120784.171875 Penalty: 3561.314697
	Iteration 22Q: 3 clusters Score -120784.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -120798.000000 Penalty: 3561.314697
	Iteration 23Q: 3 clusters Score -120798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -120802.500000 Penalty: 3561.314697
	Iteration 24Q: 3 clusters Score -120802.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -120805.937500 Penalty: 3561.314697
	Iteration 25Q: 3 clusters Score -120805.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -120806.812500 Penalty: 3561.314697
	Iteration 26Q: 3 clusters Score -120806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -120808.156250 Penalty: 3561.314697
	Iteration 27Q: 3 clusters Score -120808.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -120808.156250 Penalty: 3561.314697
	Iteration 28F: 3 clusters Score -120808.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Entering Unmasked Estep 
Score: -765932.687500 Penalty: 2214.434326
	Iteration 0F: 2 clusters Score -765932.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -759789.375000 Penalty: 4428.868652
	Iteration 0F: 3 clusters Score -759789.4 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -761475.750000 Penalty: 4428.868652
	Iteration 1F: 3 clusters Score -761475.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -761800.562500 Penalty: 4428.868652
	Iteration 2F: 3 clusters Score -761800.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -762099.687500 Penalty: 4428.868652
	Iteration 3F: 3 clusters Score -762099.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -762354.250000 Penalty: 4428.868652
	Iteration 4F: 3 clusters Score -762354.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -762611.687500 Penalty: 4428.868652
	Iteration 5Q: 3 clusters Score -762611.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -762865.000000 Penalty: 4428.868652
	Iteration 6Q: 3 clusters Score -762865 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -763082.500000 Penalty: 4428.868652
	Iteration 7Q: 3 clusters Score -763082.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -763277.250000 Penalty: 4428.868652
	Iteration 8Q: 3 clusters Score -763277.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -763445.250000 Penalty: 4428.868652
	Iteration 9Q: 3 clusters Score -763445.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -763590.187500 Penalty: 4428.868652
	Iteration 10Q: 3 clusters Score -763590.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -763697.437500 Penalty: 4428.868652
	Iteration 11Q: 3 clusters Score -763697.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -763802.000000 Penalty: 4428.868652
	Iteration 12Q: 3 clusters Score -763802 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -763873.687500 Penalty: 4428.868652
	Iteration 13Q: 3 clusters Score -763873.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -763920.875000 Penalty: 4428.868652
	Iteration 14Q: 3 clusters Score -763920.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -763962.812500 Penalty: 4428.868652
	Iteration 15Q: 3 clusters Score -763962.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -763994.500000 Penalty: 4428.868652
	Iteration 16Q: 3 clusters Score -763994.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -764020.125000 Penalty: 4428.868652
	Iteration 17Q: 3 clusters Score -764020.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -764041.125000 Penalty: 4428.868652
	Iteration 18Q: 3 clusters Score -764041.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -764057.250000 Penalty: 4428.868652
	Iteration 19Q: 3 clusters Score -764057.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -764072.687500 Penalty: 4428.868652
	Iteration 20F: 3 clusters Score -764072.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -764085.000000 Penalty: 4428.868652
	Iteration 21Q: 3 clusters Score -764085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -764091.187500 Penalty: 4428.868652
	Iteration 22Q: 3 clusters Score -764091.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -764093.187500 Penalty: 4428.868652
	Iteration 23Q: 3 clusters Score -764093.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -764095.375000 Penalty: 4428.868652
	Iteration 24Q: 3 clusters Score -764095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -764098.062500 Penalty: 4428.868652
	Iteration 25Q: 3 clusters Score -764098.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -764101.250000 Penalty: 4428.868652
	Iteration 26Q: 3 clusters Score -764101.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -764101.250000 Penalty: 4428.868652
	Iteration 27Q: 3 clusters Score -764101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -764103.750000 Penalty: 4428.868652
	Iteration 28Q: 3 clusters Score -764103.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -764106.437500 Penalty: 4428.868652
	Iteration 29Q: 3 clusters Score -764106.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -764107.875000 Penalty: 4428.868652
	Iteration 30Q: 3 clusters Score -764107.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -764111.312500 Penalty: 4428.868652
	Iteration 31Q: 3 clusters Score -764111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -764114.625000 Penalty: 4428.868652
	Iteration 32Q: 3 clusters Score -764114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -764116.375000 Penalty: 4428.868652
	Iteration 33Q: 3 clusters Score -764116.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -764117.062500 Penalty: 4428.868652
	Iteration 34Q: 3 clusters Score -764117.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -764117.062500 Penalty: 4428.868652
	Iteration 35F: 3 clusters Score -764117.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Entering Unmasked Estep 
Score: -1458331.250000 Penalty: 2380.568359
	Iteration 0F: 2 clusters Score -1458331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1447688.750000 Penalty: 4761.136719
	Iteration 0F: 3 clusters Score -1447689 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1451115.375000 Penalty: 4761.136719
	Iteration 1F: 3 clusters Score -1451115 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1451529.375000 Penalty: 4761.136719
	Iteration 2F: 3 clusters Score -1451529 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1451859.125000 Penalty: 4761.136719
	Iteration 3F: 3 clusters Score -1451859 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1452152.000000 Penalty: 4761.136719
	Iteration 4Q: 3 clusters Score -1452152 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1452426.250000 Penalty: 4761.136719
	Iteration 5Q: 3 clusters Score -1452426 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1452687.625000 Penalty: 4761.136719
	Iteration 6Q: 3 clusters Score -1452688 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1452952.000000 Penalty: 4761.136719
	Iteration 7Q: 3 clusters Score -1452952 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1453202.375000 Penalty: 4761.136719
	Iteration 8Q: 3 clusters Score -1453202 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1453450.625000 Penalty: 4761.136719
	Iteration 9Q: 3 clusters Score -1453451 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1453664.625000 Penalty: 4761.136719
	Iteration 10Q: 3 clusters Score -1453665 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1453863.750000 Penalty: 4761.136719
	Iteration 11Q: 3 clusters Score -1453864 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1454055.750000 Penalty: 4761.136719
	Iteration 12Q: 3 clusters Score -1454056 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1454237.625000 Penalty: 4761.136719
	Iteration 13Q: 3 clusters Score -1454238 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1454383.000000 Penalty: 4761.136719
	Iteration 14Q: 3 clusters Score -1454383 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1454513.250000 Penalty: 4761.136719
	Iteration 15Q: 3 clusters Score -1454513 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1454632.125000 Penalty: 4761.136719
	Iteration 16Q: 3 clusters Score -1454632 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1454735.250000 Penalty: 4761.136719
	Iteration 17Q: 3 clusters Score -1454735 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1454818.250000 Penalty: 4761.136719
	Iteration 18Q: 3 clusters Score -1454818 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1454894.375000 Penalty: 4761.136719
	Iteration 19Q: 3 clusters Score -1454894 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1454977.625000 Penalty: 4761.136719
	Iteration 20F: 3 clusters Score -1454978 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1455054.500000 Penalty: 4761.136719
	Iteration 21Q: 3 clusters Score -1455054 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1455126.250000 Penalty: 4761.136719
	Iteration 22Q: 3 clusters Score -1455126 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1455183.250000 Penalty: 4761.136719
	Iteration 23Q: 3 clusters Score -1455183 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1455231.625000 Penalty: 4761.136719
	Iteration 24Q: 3 clusters Score -1455232 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1455279.750000 Penalty: 4761.136719
	Iteration 25Q: 3 clusters Score -1455280 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1455332.125000 Penalty: 4761.136719
	Iteration 26Q: 3 clusters Score -1455332 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1455375.875000 Penalty: 4761.136719
	Iteration 27Q: 3 clusters Score -1455376 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1455416.750000 Penalty: 4761.136719
	Iteration 28Q: 3 clusters Score -1455417 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1455454.375000 Penalty: 4761.136719
	Iteration 29Q: 3 clusters Score -1455454 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1455493.500000 Penalty: 4761.136719
	Iteration 30Q: 3 clusters Score -1455494 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1455533.375000 Penalty: 4761.136719
	Iteration 31Q: 3 clusters Score -1455533 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1455576.625000 Penalty: 4761.136719
	Iteration 32Q: 3 clusters Score -1455577 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1455616.000000 Penalty: 4761.136719
	Iteration 33Q: 3 clusters Score -1455616 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1455653.625000 Penalty: 4761.136719
	Iteration 34Q: 3 clusters Score -1455654 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1455677.125000 Penalty: 4761.136719
	Iteration 35Q: 3 clusters Score -1455677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1455698.625000 Penalty: 4761.136719
	Iteration 36Q: 3 clusters Score -1455699 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1455715.875000 Penalty: 4761.136719
	Iteration 37Q: 3 clusters Score -1455716 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1455736.500000 Penalty: 4761.136719
	Iteration 38Q: 3 clusters Score -1455736 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1455767.375000 Penalty: 4761.136719
	Iteration 39Q: 3 clusters Score -1455767 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1455789.125000 Penalty: 4761.136719
	Iteration 40F: 3 clusters Score -1455789 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1455811.625000 Penalty: 4761.136719
	Iteration 41Q: 3 clusters Score -1455812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1455830.125000 Penalty: 4761.136719
	Iteration 42Q: 3 clusters Score -1455830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1455841.000000 Penalty: 4761.136719
	Iteration 43Q: 3 clusters Score -1455841 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1455854.125000 Penalty: 4761.136719
	Iteration 44Q: 3 clusters Score -1455854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1455865.625000 Penalty: 4761.136719
	Iteration 45Q: 3 clusters Score -1455866 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1455881.750000 Penalty: 4761.136719
	Iteration 46Q: 3 clusters Score -1455882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1455891.250000 Penalty: 4761.136719
	Iteration 47Q: 3 clusters Score -1455891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1455908.625000 Penalty: 4761.136719
	Iteration 48Q: 3 clusters Score -1455909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1455924.000000 Penalty: 4761.136719
	Iteration 49Q: 3 clusters Score -1455924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1455940.500000 Penalty: 4761.136719
	Iteration 50Q: 3 clusters Score -1455940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1455954.125000 Penalty: 4761.136719
	Iteration 51Q: 3 clusters Score -1455954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1455965.375000 Penalty: 4761.136719
	Iteration 52Q: 3 clusters Score -1455965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1455986.250000 Penalty: 4761.136719
	Iteration 53Q: 3 clusters Score -1455986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1456006.375000 Penalty: 4761.136719
	Iteration 54Q: 3 clusters Score -1456006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1456026.000000 Penalty: 4761.136719
	Iteration 55Q: 3 clusters Score -1456026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1456039.750000 Penalty: 4761.136719
	Iteration 56Q: 3 clusters Score -1456040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1456051.250000 Penalty: 4761.136719
	Iteration 57Q: 3 clusters Score -1456051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1456067.500000 Penalty: 4761.136719
	Iteration 58Q: 3 clusters Score -1456068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1456080.000000 Penalty: 4761.136719
	Iteration 59Q: 3 clusters Score -1456080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1456094.625000 Penalty: 4761.136719
	Iteration 60F: 3 clusters Score -1456095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1456110.500000 Penalty: 4761.136719
	Iteration 61Q: 3 clusters Score -1456110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1456125.875000 Penalty: 4761.136719
	Iteration 62Q: 3 clusters Score -1456126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1456141.625000 Penalty: 4761.136719
	Iteration 63Q: 3 clusters Score -1456142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1456152.750000 Penalty: 4761.136719
	Iteration 64Q: 3 clusters Score -1456153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1456160.375000 Penalty: 4761.136719
	Iteration 65Q: 3 clusters Score -1456160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1456170.875000 Penalty: 4761.136719
	Iteration 66Q: 3 clusters Score -1456171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1456176.500000 Penalty: 4761.136719
	Iteration 67Q: 3 clusters Score -1456176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1456182.625000 Penalty: 4761.136719
	Iteration 68Q: 3 clusters Score -1456183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1456185.250000 Penalty: 4761.136719
	Iteration 69Q: 3 clusters Score -1456185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1456189.500000 Penalty: 4761.136719
	Iteration 70Q: 3 clusters Score -1456190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1456188.125000 Penalty: 4761.136719
	Iteration 71Q: 3 clusters Score -1456188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1456191.750000 Penalty: 4761.136719
	Iteration 72Q: 3 clusters Score -1456192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1456198.000000 Penalty: 4761.136719
	Iteration 73Q: 3 clusters Score -1456198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1456203.750000 Penalty: 4761.136719
	Iteration 74Q: 3 clusters Score -1456204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1456209.625000 Penalty: 4761.136719
	Iteration 75Q: 3 clusters Score -1456210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1456208.250000 Penalty: 4761.136719
	Iteration 76Q: 3 clusters Score -1456208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1456216.375000 Penalty: 4761.136719
	Iteration 77Q: 3 clusters Score -1456216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1456219.625000 Penalty: 4761.136719
	Iteration 78Q: 3 clusters Score -1456220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1456221.125000 Penalty: 4761.136719
	Iteration 79Q: 3 clusters Score -1456221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1456221.375000 Penalty: 4761.136719
	Iteration 80F: 3 clusters Score -1456221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1456221.875000 Penalty: 4761.136719
	Iteration 81Q: 3 clusters Score -1456222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1456226.625000 Penalty: 4761.136719
	Iteration 82Q: 3 clusters Score -1456227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1456229.250000 Penalty: 4761.136719
	Iteration 83Q: 3 clusters Score -1456229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1456230.875000 Penalty: 4761.136719
	Iteration 84Q: 3 clusters Score -1456231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1456229.750000 Penalty: 4761.136719
	Iteration 85Q: 3 clusters Score -1456230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1456235.875000 Penalty: 4761.136719
	Iteration 86Q: 3 clusters Score -1456236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1456238.750000 Penalty: 4761.136719
	Iteration 87Q: 3 clusters Score -1456239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1456239.250000 Penalty: 4761.136719
	Iteration 88Q: 3 clusters Score -1456239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1456241.500000 Penalty: 4761.136719
	Iteration 89Q: 3 clusters Score -1456242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1456246.625000 Penalty: 4761.136719
	Iteration 90Q: 3 clusters Score -1456247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1456245.375000 Penalty: 4761.136719
	Iteration 91Q: 3 clusters Score -1456245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1456249.750000 Penalty: 4761.136719
	Iteration 92Q: 3 clusters Score -1456250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1456248.000000 Penalty: 4761.136719
	Iteration 93Q: 3 clusters Score -1456248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1456248.000000 Penalty: 4761.136719
	Iteration 94F: 3 clusters Score -1456248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (23879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Entering Unmasked Estep 
Score: -2453358.000000 Penalty: 2500.027100
	Iteration 0F: 2 clusters Score -2453358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2436673.750000 Penalty: 5000.054199
	Iteration 0F: 3 clusters Score -2436674 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2442425.250000 Penalty: 5000.054199
	Iteration 1F: 3 clusters Score -2442425 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2442813.000000 Penalty: 5000.054199
	Iteration 2F: 3 clusters Score -2442813 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2443088.500000 Penalty: 5000.054199
	Iteration 3Q: 3 clusters Score -2443088 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2443325.000000 Penalty: 5000.054199
	Iteration 4Q: 3 clusters Score -2443325 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2443538.750000 Penalty: 5000.054199
	Iteration 5Q: 3 clusters Score -2443539 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2443744.750000 Penalty: 5000.054199
	Iteration 6Q: 3 clusters Score -2443745 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2443940.750000 Penalty: 5000.054199
	Iteration 7Q: 3 clusters Score -2443941 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2444144.000000 Penalty: 5000.054199
	Iteration 8Q: 3 clusters Score -2444144 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2444343.500000 Penalty: 5000.054199
	Iteration 9Q: 3 clusters Score -2444344 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2444532.250000 Penalty: 5000.054199
	Iteration 10Q: 3 clusters Score -2444532 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2444724.250000 Penalty: 5000.054199
	Iteration 11Q: 3 clusters Score -2444724 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2444964.000000 Penalty: 5000.054199
	Iteration 12Q: 3 clusters Score -2444964 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2445251.500000 Penalty: 5000.054199
	Iteration 13Q: 3 clusters Score -2445252 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2445594.000000 Penalty: 5000.054199
	Iteration 14Q: 3 clusters Score -2445594 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2446000.500000 Penalty: 5000.054199
	Iteration 15Q: 3 clusters Score -2446000 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2446460.750000 Penalty: 5000.054199
	Iteration 16Q: 3 clusters Score -2446461 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2446901.500000 Penalty: 5000.054199
	Iteration 17Q: 3 clusters Score -2446902 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2447340.000000 Penalty: 5000.054199
	Iteration 18Q: 3 clusters Score -2447340 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2447713.250000 Penalty: 5000.054199
	Iteration 19Q: 3 clusters Score -2447713 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2448000.250000 Penalty: 5000.054199
	Iteration 20F: 3 clusters Score -2448000 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2448193.250000 Penalty: 5000.054199
	Iteration 21Q: 3 clusters Score -2448193 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2448313.750000 Penalty: 5000.054199
	Iteration 22Q: 3 clusters Score -2448314 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2448407.500000 Penalty: 5000.054199
	Iteration 23Q: 3 clusters Score -2448408 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2448475.500000 Penalty: 5000.054199
	Iteration 24Q: 3 clusters Score -2448476 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2448522.500000 Penalty: 5000.054199
	Iteration 25Q: 3 clusters Score -2448522 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2448571.750000 Penalty: 5000.054199
	Iteration 26Q: 3 clusters Score -2448572 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2448609.750000 Penalty: 5000.054199
	Iteration 27Q: 3 clusters Score -2448610 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2448657.250000 Penalty: 5000.054199
	Iteration 28Q: 3 clusters Score -2448657 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2448701.000000 Penalty: 5000.054199
	Iteration 29Q: 3 clusters Score -2448701 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2448747.500000 Penalty: 5000.054199
	Iteration 30Q: 3 clusters Score -2448748 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2448777.750000 Penalty: 5000.054199
	Iteration 31Q: 3 clusters Score -2448778 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2448815.750000 Penalty: 5000.054199
	Iteration 32Q: 3 clusters Score -2448816 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2448859.250000 Penalty: 5000.054199
	Iteration 33Q: 3 clusters Score -2448859 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2448900.250000 Penalty: 5000.054199
	Iteration 34Q: 3 clusters Score -2448900 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2448948.500000 Penalty: 5000.054199
	Iteration 35Q: 3 clusters Score -2448948 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2449011.000000 Penalty: 5000.054199
	Iteration 36Q: 3 clusters Score -2449011 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2449067.750000 Penalty: 5000.054199
	Iteration 37Q: 3 clusters Score -2449068 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2449122.500000 Penalty: 5000.054199
	Iteration 38Q: 3 clusters Score -2449122 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2449194.500000 Penalty: 5000.054199
	Iteration 39Q: 3 clusters Score -2449194 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2449266.750000 Penalty: 5000.054199
	Iteration 40F: 3 clusters Score -2449267 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2449342.750000 Penalty: 5000.054199
	Iteration 41Q: 3 clusters Score -2449343 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2449414.250000 Penalty: 5000.054199
	Iteration 42Q: 3 clusters Score -2449414 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2449495.250000 Penalty: 5000.054199
	Iteration 43Q: 3 clusters Score -2449495 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2449562.500000 Penalty: 5000.054199
	Iteration 44Q: 3 clusters Score -2449562 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2449652.000000 Penalty: 5000.054199
	Iteration 45Q: 3 clusters Score -2449652 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2449730.000000 Penalty: 5000.054199
	Iteration 46Q: 3 clusters Score -2449730 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2449807.000000 Penalty: 5000.054199
	Iteration 47Q: 3 clusters Score -2449807 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2449881.000000 Penalty: 5000.054199
	Iteration 48Q: 3 clusters Score -2449881 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2449951.000000 Penalty: 5000.054199
	Iteration 49Q: 3 clusters Score -2449951 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2450020.750000 Penalty: 5000.054199
	Iteration 50Q: 3 clusters Score -2450021 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2450097.250000 Penalty: 5000.054199
	Iteration 51Q: 3 clusters Score -2450097 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2450183.250000 Penalty: 5000.054199
	Iteration 52Q: 3 clusters Score -2450183 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2450278.250000 Penalty: 5000.054199
	Iteration 53Q: 3 clusters Score -2450278 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2450383.500000 Penalty: 5000.054199
	Iteration 54Q: 3 clusters Score -2450384 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2450481.500000 Penalty: 5000.054199
	Iteration 55Q: 3 clusters Score -2450482 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2450554.500000 Penalty: 5000.054199
	Iteration 56Q: 3 clusters Score -2450554 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2450623.000000 Penalty: 5000.054199
	Iteration 57Q: 3 clusters Score -2450623 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2450692.000000 Penalty: 5000.054199
	Iteration 58Q: 3 clusters Score -2450692 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2450746.250000 Penalty: 5000.054199
	Iteration 59Q: 3 clusters Score -2450746 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2450807.500000 Penalty: 5000.054199
	Iteration 60F: 3 clusters Score -2450808 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2450863.250000 Penalty: 5000.054199
	Iteration 61Q: 3 clusters Score -2450863 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -2450914.750000 Penalty: 5000.054199
	Iteration 62Q: 3 clusters Score -2450915 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2450947.500000 Penalty: 5000.054199
	Iteration 63Q: 3 clusters Score -2450948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -2450971.000000 Penalty: 5000.054199
	Iteration 64Q: 3 clusters Score -2450971 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2451008.500000 Penalty: 5000.054199
	Iteration 65Q: 3 clusters Score -2451008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -2451035.500000 Penalty: 5000.054199
	Iteration 66Q: 3 clusters Score -2451036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -2451067.250000 Penalty: 5000.054199
	Iteration 67Q: 3 clusters Score -2451067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -2451094.000000 Penalty: 5000.054199
	Iteration 68Q: 3 clusters Score -2451094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -2451112.750000 Penalty: 5000.054199
	Iteration 69Q: 3 clusters Score -2451113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2451120.500000 Penalty: 5000.054199
	Iteration 70Q: 3 clusters Score -2451120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2451133.250000 Penalty: 5000.054199
	Iteration 71Q: 3 clusters Score -2451133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -2451137.000000 Penalty: 5000.054199
	Iteration 72Q: 3 clusters Score -2451137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -2451143.500000 Penalty: 5000.054199
	Iteration 73Q: 3 clusters Score -2451144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -2451146.500000 Penalty: 5000.054199
	Iteration 74Q: 3 clusters Score -2451146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -2451154.750000 Penalty: 5000.054199
	Iteration 75Q: 3 clusters Score -2451155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -2451157.250000 Penalty: 5000.054199
	Iteration 76Q: 3 clusters Score -2451157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2451163.250000 Penalty: 5000.054199
	Iteration 77Q: 3 clusters Score -2451163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -2451165.250000 Penalty: 5000.054199
	Iteration 78Q: 3 clusters Score -2451165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -2451167.250000 Penalty: 5000.054199
	Iteration 79Q: 3 clusters Score -2451167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -2451168.500000 Penalty: 5000.054199
	Iteration 80F: 3 clusters Score -2451168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2451171.500000 Penalty: 5000.054199
	Iteration 81Q: 3 clusters Score -2451172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -2451178.250000 Penalty: 5000.054199
	Iteration 82Q: 3 clusters Score -2451178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2451183.500000 Penalty: 5000.054199
	Iteration 83Q: 3 clusters Score -2451184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2451185.500000 Penalty: 5000.054199
	Iteration 84Q: 3 clusters Score -2451186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2451190.000000 Penalty: 5000.054199
	Iteration 85Q: 3 clusters Score -2451190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -2451191.250000 Penalty: 5000.054199
	Iteration 86Q: 3 clusters Score -2451191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2451192.750000 Penalty: 5000.054199
	Iteration 87Q: 3 clusters Score -2451193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2451191.250000 Penalty: 5000.054199
	Iteration 88Q: 3 clusters Score -2451191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2451192.250000 Penalty: 5000.054199
	Iteration 89Q: 3 clusters Score -2451192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2451193.500000 Penalty: 5000.054199
	Iteration 90Q: 3 clusters Score -2451194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -2451199.250000 Penalty: 5000.054199
	Iteration 91Q: 3 clusters Score -2451199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -2451203.250000 Penalty: 5000.054199
	Iteration 92Q: 3 clusters Score -2451203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -2451209.000000 Penalty: 5000.054199
	Iteration 93Q: 3 clusters Score -2451209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -2451212.750000 Penalty: 5000.054199
	Iteration 94Q: 3 clusters Score -2451213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -2451220.750000 Penalty: 5000.054199
	Iteration 95Q: 3 clusters Score -2451221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2451223.750000 Penalty: 5000.054199
	Iteration 96Q: 3 clusters Score -2451224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2451228.750000 Penalty: 5000.054199
	Iteration 97Q: 3 clusters Score -2451229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -2451234.250000 Penalty: 5000.054199
	Iteration 98Q: 3 clusters Score -2451234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2451239.000000 Penalty: 5000.054199
	Iteration 99Q: 3 clusters Score -2451239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2451242.000000 Penalty: 5000.054199
	Iteration 100F: 3 clusters Score -2451242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -2451245.500000 Penalty: 5000.054199
	Iteration 101Q: 3 clusters Score -2451246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2451247.750000 Penalty: 5000.054199
	Iteration 102Q: 3 clusters Score -2451248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -2451244.250000 Penalty: 5000.054199
	Iteration 103Q: 3 clusters Score -2451244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2451248.000000 Penalty: 5000.054199
	Iteration 104Q: 3 clusters Score -2451248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2451249.750000 Penalty: 5000.054199
	Iteration 105Q: 3 clusters Score -2451250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2451249.750000 Penalty: 5000.054199
	Iteration 106F: 3 clusters Score -2451250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 154409 members 
Mstep: Class 2 contains 9098 members 
Mstep: Class 3 contains 10644 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58668 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35452 members 
Mstep: Class 9 contains 16502 members 
Mstep: Class 10 contains 32098 members 
Mstep: Class 11 contains 6326 members 
Mstep: Class 12 contains 18245 members 
Mstep: Class 13 contains 106475 members 
Mstep: Class 14 contains 16830 members 
Mstep: Class 15 contains 347557 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19054 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3365 members 
Mstep: Class 20 contains 4051 members 
Mstep: Class 21 contains 5036 members 
Mstep: Class 22 contains 290040 members 
Mstep: Class 23 contains 42387 members 
Mstep: Class 24 contains 16444 members 
Mstep: Class 25 contains 6788 members 
Mstep: Class 26 contains 13691 members 
Mstep: Class 27 contains 190994 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7327 members 
Mstep: Class 30 contains 41438 members 
Mstep: Class 31 contains 20583 members 
Mstep: Class 32 contains 11047 members 
Mstep: Class 33 contains 65993 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7549 members 
Mstep: Class 36 contains 14751 members 
Mstep: Class 37 contains 23879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128432.000000 Penalty: 131188.937500
Iteration 119Q: 38 clusters Score -1.571284e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 154278 members 
Mstep: Class 2 contains 9097 members 
Mstep: Class 3 contains 10643 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58709 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35454 members 
Mstep: Class 9 contains 16497 members 
Mstep: Class 10 contains 32099 members 
Mstep: Class 11 contains 6326 members 
Mstep: Class 12 contains 18245 members 
Mstep: Class 13 contains 106484 members 
Mstep: Class 14 contains 16828 members 
Mstep: Class 15 contains 347533 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19054 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3373 members 
Mstep: Class 20 contains 4045 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 290043 members 
Mstep: Class 23 contains 42407 members 
Mstep: Class 24 contains 16444 members 
Mstep: Class 25 contains 6790 members 
Mstep: Class 26 contains 13691 members 
Mstep: Class 27 contains 191073 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7325 members 
Mstep: Class 30 contains 41433 members 
Mstep: Class 31 contains 20585 members 
Mstep: Class 32 contains 11047 members 
Mstep: Class 33 contains 66021 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7550 members 
Mstep: Class 36 contains 14752 members 
Mstep: Class 37 contains 23883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128272.000000 Penalty: 131188.937500
Iteration 120F: 38 clusters Score -1.571283e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 154150 members 
Mstep: Class 2 contains 9097 members 
Mstep: Class 3 contains 10641 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58737 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35453 members 
Mstep: Class 9 contains 16494 members 
Mstep: Class 10 contains 32096 members 
Mstep: Class 11 contains 6327 members 
Mstep: Class 12 contains 18244 members 
Mstep: Class 13 contains 106500 members 
Mstep: Class 14 contains 16822 members 
Mstep: Class 15 contains 347527 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19054 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 4991 members 
Mstep: Class 22 contains 290042 members 
Mstep: Class 23 contains 42415 members 
Mstep: Class 24 contains 16444 members 
Mstep: Class 25 contains 6796 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191150 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7326 members 
Mstep: Class 30 contains 41426 members 
Mstep: Class 31 contains 20587 members 
Mstep: Class 32 contains 11047 members 
Mstep: Class 33 contains 66049 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 14752 members 
Mstep: Class 37 contains 23889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128112.000000 Penalty: 131188.937500
Iteration 121Q: 38 clusters Score -1.571281e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 154029 members 
Mstep: Class 2 contains 9096 members 
Mstep: Class 3 contains 10643 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58764 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35451 members 
Mstep: Class 9 contains 16494 members 
Mstep: Class 10 contains 32092 members 
Mstep: Class 11 contains 6326 members 
Mstep: Class 12 contains 18244 members 
Mstep: Class 13 contains 106523 members 
Mstep: Class 14 contains 16818 members 
Mstep: Class 15 contains 347512 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19054 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 4035 members 
Mstep: Class 21 contains 4972 members 
Mstep: Class 22 contains 290044 members 
Mstep: Class 23 contains 42424 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 6802 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 191211 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7327 members 
Mstep: Class 30 contains 41424 members 
Mstep: Class 31 contains 20589 members 
Mstep: Class 32 contains 11046 members 
Mstep: Class 33 contains 66078 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 14755 members 
Mstep: Class 37 contains 23894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128208.000000 Penalty: 131188.937500
Iteration 122Q: 38 clusters Score -1.571282e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 153925 members 
Mstep: Class 2 contains 9096 members 
Mstep: Class 3 contains 10645 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58789 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35447 members 
Mstep: Class 9 contains 16491 members 
Mstep: Class 10 contains 32096 members 
Mstep: Class 11 contains 6325 members 
Mstep: Class 12 contains 18243 members 
Mstep: Class 13 contains 106543 members 
Mstep: Class 14 contains 16817 members 
Mstep: Class 15 contains 347497 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19053 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 4033 members 
Mstep: Class 21 contains 4954 members 
Mstep: Class 22 contains 290041 members 
Mstep: Class 23 contains 42425 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6808 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 191275 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7329 members 
Mstep: Class 30 contains 41422 members 
Mstep: Class 31 contains 20590 members 
Mstep: Class 32 contains 11046 members 
Mstep: Class 33 contains 66101 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 14756 members 
Mstep: Class 37 contains 23898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128112.000000 Penalty: 131188.937500
Iteration 123Q: 38 clusters Score -1.571281e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 153831 members 
Mstep: Class 2 contains 9096 members 
Mstep: Class 3 contains 10649 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58813 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35441 members 
Mstep: Class 9 contains 16486 members 
Mstep: Class 10 contains 32095 members 
Mstep: Class 11 contains 6325 members 
Mstep: Class 12 contains 18243 members 
Mstep: Class 13 contains 106565 members 
Mstep: Class 14 contains 16813 members 
Mstep: Class 15 contains 347505 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19052 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 4028 members 
Mstep: Class 21 contains 4937 members 
Mstep: Class 22 contains 290032 members 
Mstep: Class 23 contains 42421 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6809 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 191340 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7328 members 
Mstep: Class 30 contains 41418 members 
Mstep: Class 31 contains 20591 members 
Mstep: Class 32 contains 11046 members 
Mstep: Class 33 contains 66116 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 14758 members 
Mstep: Class 37 contains 23902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128016.000000 Penalty: 131188.937500
Iteration 124Q: 38 clusters Score -1.57128e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 153741 members 
Mstep: Class 2 contains 9097 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58833 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35440 members 
Mstep: Class 9 contains 16484 members 
Mstep: Class 10 contains 32085 members 
Mstep: Class 11 contains 6326 members 
Mstep: Class 12 contains 18243 members 
Mstep: Class 13 contains 106587 members 
Mstep: Class 14 contains 16813 members 
Mstep: Class 15 contains 347497 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19052 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3406 members 
Mstep: Class 20 contains 4023 members 
Mstep: Class 21 contains 4923 members 
Mstep: Class 22 contains 290035 members 
Mstep: Class 23 contains 42416 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191397 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7327 members 
Mstep: Class 30 contains 41414 members 
Mstep: Class 31 contains 20587 members 
Mstep: Class 32 contains 11047 members 
Mstep: Class 33 contains 66136 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 14758 members 
Mstep: Class 37 contains 23907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128272.000000 Penalty: 131188.937500
Iteration 125Q: 38 clusters Score -1.571283e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 153678 members 
Mstep: Class 2 contains 9098 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58862 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35438 members 
Mstep: Class 9 contains 16481 members 
Mstep: Class 10 contains 32080 members 
Mstep: Class 11 contains 6326 members 
Mstep: Class 12 contains 18243 members 
Mstep: Class 13 contains 106603 members 
Mstep: Class 14 contains 16812 members 
Mstep: Class 15 contains 347486 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19050 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3408 members 
Mstep: Class 20 contains 4019 members 
Mstep: Class 21 contains 4910 members 
Mstep: Class 22 contains 290034 members 
Mstep: Class 23 contains 42412 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6811 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191436 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7326 members 
Mstep: Class 30 contains 41412 members 
Mstep: Class 31 contains 20587 members 
Mstep: Class 32 contains 11047 members 
Mstep: Class 33 contains 66155 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 14758 members 
Mstep: Class 37 contains 23911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128240.000000 Penalty: 131188.937500
Iteration 126Q: 38 clusters Score -1.571282e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 153593 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10655 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58896 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35433 members 
Mstep: Class 9 contains 16478 members 
Mstep: Class 10 contains 32073 members 
Mstep: Class 11 contains 6327 members 
Mstep: Class 12 contains 18243 members 
Mstep: Class 13 contains 106629 members 
Mstep: Class 14 contains 16811 members 
Mstep: Class 15 contains 347481 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 19049 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3417 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 290036 members 
Mstep: Class 23 contains 42413 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6811 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191480 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7323 members 
Mstep: Class 30 contains 41410 members 
Mstep: Class 31 contains 20587 members 
Mstep: Class 32 contains 11047 members 
Mstep: Class 33 contains 66167 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 14757 members 
Mstep: Class 37 contains 23911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128400.000000 Penalty: 131188.937500
Iteration 127Q: 38 clusters Score -1.571284e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 153513 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10658 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58913 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35436 members 
Mstep: Class 9 contains 16476 members 
Mstep: Class 10 contains 32062 members 
Mstep: Class 11 contains 6328 members 
Mstep: Class 12 contains 18240 members 
Mstep: Class 13 contains 106657 members 
Mstep: Class 14 contains 16809 members 
Mstep: Class 15 contains 347482 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 19050 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 4881 members 
Mstep: Class 22 contains 290046 members 
Mstep: Class 23 contains 42412 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6811 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191519 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7323 members 
Mstep: Class 30 contains 41405 members 
Mstep: Class 31 contains 20587 members 
Mstep: Class 32 contains 11047 members 
Mstep: Class 33 contains 66181 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 14757 members 
Mstep: Class 37 contains 23911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128320.000000 Penalty: 131188.937500
Iteration 128Q: 38 clusters Score -1.571283e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 153414 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10656 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58924 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 9 contains 16475 members 
Mstep: Class 10 contains 32058 members 
Mstep: Class 11 contains 6331 members 
Mstep: Class 12 contains 18238 members 
Mstep: Class 13 contains 106695 members 
Mstep: Class 14 contains 16807 members 
Mstep: Class 15 contains 347473 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 19051 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 4007 members 
Mstep: Class 21 contains 4865 members 
Mstep: Class 22 contains 290057 members 
Mstep: Class 23 contains 42416 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6811 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191563 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7323 members 
Mstep: Class 30 contains 41398 members 
Mstep: Class 31 contains 20586 members 
Mstep: Class 32 contains 11047 members 
Mstep: Class 33 contains 66193 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 14757 members 
Mstep: Class 37 contains 23910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128544.000000 Penalty: 131188.937500
Iteration 129Q: 38 clusters Score -1.571285e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 153327 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 10659 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58938 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35438 members 
Mstep: Class 9 contains 16475 members 
Mstep: Class 10 contains 32050 members 
Mstep: Class 11 contains 6331 members 
Mstep: Class 12 contains 18236 members 
Mstep: Class 13 contains 106724 members 
Mstep: Class 14 contains 16804 members 
Mstep: Class 15 contains 347470 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 19051 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 4007 members 
Mstep: Class 21 contains 4847 members 
Mstep: Class 22 contains 290065 members 
Mstep: Class 23 contains 42416 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6811 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191600 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7324 members 
Mstep: Class 30 contains 41396 members 
Mstep: Class 31 contains 20586 members 
Mstep: Class 32 contains 11047 members 
Mstep: Class 33 contains 66206 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 14759 members 
Mstep: Class 37 contains 23910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128480.000000 Penalty: 131188.937500
Iteration 130Q: 38 clusters Score -1.571285e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 153235 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 10662 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58946 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35438 members 
Mstep: Class 9 contains 16475 members 
Mstep: Class 10 contains 32048 members 
Mstep: Class 11 contains 6332 members 
Mstep: Class 12 contains 18234 members 
Mstep: Class 13 contains 106756 members 
Mstep: Class 14 contains 16803 members 
Mstep: Class 15 contains 347473 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 19052 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 4007 members 
Mstep: Class 21 contains 4836 members 
Mstep: Class 22 contains 290069 members 
Mstep: Class 23 contains 42417 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6811 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191636 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7328 members 
Mstep: Class 30 contains 41393 members 
Mstep: Class 31 contains 20585 members 
Mstep: Class 32 contains 11048 members 
Mstep: Class 33 contains 66215 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 14761 members 
Mstep: Class 37 contains 23910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128496.000000 Penalty: 131188.937500
Iteration 131Q: 38 clusters Score -1.571285e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 153142 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 10668 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58967 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35439 members 
Mstep: Class 9 contains 16475 members 
Mstep: Class 10 contains 32042 members 
Mstep: Class 11 contains 6335 members 
Mstep: Class 12 contains 18233 members 
Mstep: Class 13 contains 106795 members 
Mstep: Class 14 contains 16802 members 
Mstep: Class 15 contains 347469 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 19052 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3471 members 
Mstep: Class 20 contains 4007 members 
Mstep: Class 21 contains 4822 members 
Mstep: Class 22 contains 290073 members 
Mstep: Class 23 contains 42416 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6811 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191665 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7330 members 
Mstep: Class 30 contains 41388 members 
Mstep: Class 31 contains 20586 members 
Mstep: Class 32 contains 11049 members 
Mstep: Class 33 contains 66229 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 14761 members 
Mstep: Class 37 contains 23910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128416.000000 Penalty: 131188.937500
Iteration 132Q: 38 clusters Score -1.571284e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 153047 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 10669 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 58980 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35440 members 
Mstep: Class 9 contains 16476 members 
Mstep: Class 10 contains 32041 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18228 members 
Mstep: Class 13 contains 106847 members 
Mstep: Class 14 contains 16802 members 
Mstep: Class 15 contains 347436 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19053 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3473 members 
Mstep: Class 20 contains 4007 members 
Mstep: Class 21 contains 4804 members 
Mstep: Class 22 contains 290074 members 
Mstep: Class 23 contains 42417 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6811 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191717 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7332 members 
Mstep: Class 30 contains 41389 members 
Mstep: Class 31 contains 20588 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66250 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 14761 members 
Mstep: Class 37 contains 23909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128336.000000 Penalty: 131188.937500
Iteration 133Q: 38 clusters Score -1.571283e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152962 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 10670 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 59004 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 9 contains 16476 members 
Mstep: Class 10 contains 32038 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18227 members 
Mstep: Class 13 contains 106903 members 
Mstep: Class 14 contains 16802 members 
Mstep: Class 15 contains 347400 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19053 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3479 members 
Mstep: Class 20 contains 4007 members 
Mstep: Class 21 contains 4778 members 
Mstep: Class 22 contains 290070 members 
Mstep: Class 23 contains 42412 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6811 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191775 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7333 members 
Mstep: Class 30 contains 41385 members 
Mstep: Class 31 contains 20589 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66264 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 14761 members 
Mstep: Class 37 contains 23909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128528.000000 Penalty: 131188.937500
Iteration 134Q: 38 clusters Score -1.571285e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152900 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10670 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 59018 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35443 members 
Mstep: Class 9 contains 16478 members 
Mstep: Class 10 contains 32042 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 106948 members 
Mstep: Class 14 contains 16802 members 
Mstep: Class 15 contains 347351 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19053 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3478 members 
Mstep: Class 20 contains 4007 members 
Mstep: Class 21 contains 4762 members 
Mstep: Class 22 contains 290059 members 
Mstep: Class 23 contains 42412 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 6811 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191825 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7331 members 
Mstep: Class 30 contains 41387 members 
Mstep: Class 31 contains 20592 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66283 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7554 members 
Mstep: Class 36 contains 14762 members 
Mstep: Class 37 contains 23910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128736.000000 Penalty: 131188.937500
Iteration 135Q: 38 clusters Score -1.571287e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152832 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10670 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 5079 members 
Mstep: Class 6 contains 59039 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 9 contains 16477 members 
Mstep: Class 10 contains 32041 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 106994 members 
Mstep: Class 14 contains 16801 members 
Mstep: Class 15 contains 347318 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19052 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 4006 members 
Mstep: Class 21 contains 4748 members 
Mstep: Class 22 contains 290058 members 
Mstep: Class 23 contains 42403 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191860 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7329 members 
Mstep: Class 30 contains 41383 members 
Mstep: Class 31 contains 20593 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66309 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7556 members 
Mstep: Class 36 contains 14762 members 
Mstep: Class 37 contains 23910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128832.000000 Penalty: 131188.937500
Iteration 136Q: 38 clusters Score -1.571288e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152773 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10673 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 5078 members 
Mstep: Class 6 contains 59053 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35441 members 
Mstep: Class 9 contains 16476 members 
Mstep: Class 10 contains 32032 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107036 members 
Mstep: Class 14 contains 16800 members 
Mstep: Class 15 contains 347288 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 19053 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 4004 members 
Mstep: Class 21 contains 4735 members 
Mstep: Class 22 contains 290051 members 
Mstep: Class 23 contains 42398 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191891 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7331 members 
Mstep: Class 30 contains 41379 members 
Mstep: Class 31 contains 20592 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66340 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7556 members 
Mstep: Class 36 contains 14763 members 
Mstep: Class 37 contains 23912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128704.000000 Penalty: 131188.937500
Iteration 137Q: 38 clusters Score -1.571287e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152712 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 10675 members 
Mstep: Class 4 contains 3342 members 
Mstep: Class 5 contains 5076 members 
Mstep: Class 6 contains 59070 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 9 contains 16474 members 
Mstep: Class 10 contains 32025 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107066 members 
Mstep: Class 14 contains 16799 members 
Mstep: Class 15 contains 347237 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 19054 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3500 members 
Mstep: Class 20 contains 3999 members 
Mstep: Class 21 contains 4725 members 
Mstep: Class 22 contains 290053 members 
Mstep: Class 23 contains 42396 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191935 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7331 members 
Mstep: Class 30 contains 41380 members 
Mstep: Class 31 contains 20588 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66370 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7556 members 
Mstep: Class 36 contains 14763 members 
Mstep: Class 37 contains 23914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128800.000000 Penalty: 131188.937500
Iteration 138Q: 38 clusters Score -1.571288e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152654 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 10676 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 59095 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35441 members 
Mstep: Class 9 contains 16472 members 
Mstep: Class 10 contains 32016 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107100 members 
Mstep: Class 14 contains 16798 members 
Mstep: Class 15 contains 347204 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 19055 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 3994 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 290050 members 
Mstep: Class 23 contains 42397 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 191967 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7329 members 
Mstep: Class 30 contains 41378 members 
Mstep: Class 31 contains 20588 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66401 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7557 members 
Mstep: Class 36 contains 14763 members 
Mstep: Class 37 contains 23914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128752.000000 Penalty: 131188.937500
Iteration 139Q: 38 clusters Score -1.571288e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152595 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 10678 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 59117 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35444 members 
Mstep: Class 9 contains 16468 members 
Mstep: Class 10 contains 32012 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107129 members 
Mstep: Class 14 contains 16797 members 
Mstep: Class 15 contains 347174 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19053 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 3989 members 
Mstep: Class 21 contains 4695 members 
Mstep: Class 22 contains 290039 members 
Mstep: Class 23 contains 42398 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 192010 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7327 members 
Mstep: Class 30 contains 41375 members 
Mstep: Class 31 contains 20589 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66427 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7558 members 
Mstep: Class 36 contains 14763 members 
Mstep: Class 37 contains 23917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128784.000000 Penalty: 131188.937500
Iteration 140F: 38 clusters Score -1.571288e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152546 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 10678 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 59135 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35446 members 
Mstep: Class 9 contains 16465 members 
Mstep: Class 10 contains 32009 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107160 members 
Mstep: Class 14 contains 16797 members 
Mstep: Class 15 contains 347132 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19053 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3511 members 
Mstep: Class 20 contains 3987 members 
Mstep: Class 21 contains 4678 members 
Mstep: Class 22 contains 290028 members 
Mstep: Class 23 contains 42398 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 192050 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7328 members 
Mstep: Class 30 contains 41375 members 
Mstep: Class 31 contains 20589 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66457 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7558 members 
Mstep: Class 36 contains 14764 members 
Mstep: Class 37 contains 23919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128768.000000 Penalty: 131188.937500
Iteration 141Q: 38 clusters Score -1.571288e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152491 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 10681 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 59165 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35445 members 
Mstep: Class 9 contains 16460 members 
Mstep: Class 10 contains 32001 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107198 members 
Mstep: Class 14 contains 16795 members 
Mstep: Class 15 contains 347088 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19055 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3517 members 
Mstep: Class 20 contains 3984 members 
Mstep: Class 21 contains 4659 members 
Mstep: Class 22 contains 290015 members 
Mstep: Class 23 contains 42405 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 192078 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7327 members 
Mstep: Class 30 contains 41374 members 
Mstep: Class 31 contains 20591 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66486 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7558 members 
Mstep: Class 36 contains 14766 members 
Mstep: Class 37 contains 23925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128800.000000 Penalty: 131188.937500
Iteration 142Q: 38 clusters Score -1.571288e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152441 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10685 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 59188 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35443 members 
Mstep: Class 9 contains 16458 members 
Mstep: Class 10 contains 31998 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107252 members 
Mstep: Class 14 contains 16794 members 
Mstep: Class 15 contains 347039 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19056 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3522 members 
Mstep: Class 20 contains 3983 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 290004 members 
Mstep: Class 23 contains 42406 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 192104 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7325 members 
Mstep: Class 30 contains 41373 members 
Mstep: Class 31 contains 20591 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66504 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7559 members 
Mstep: Class 36 contains 14767 members 
Mstep: Class 37 contains 23929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128848.000000 Penalty: 131188.937500
Iteration 143Q: 38 clusters Score -1.571288e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152389 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10688 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 59211 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35443 members 
Mstep: Class 9 contains 16455 members 
Mstep: Class 10 contains 31999 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107307 members 
Mstep: Class 14 contains 16791 members 
Mstep: Class 15 contains 346983 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19055 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3527 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 4626 members 
Mstep: Class 22 contains 289996 members 
Mstep: Class 23 contains 42401 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 192134 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7324 members 
Mstep: Class 30 contains 41375 members 
Mstep: Class 31 contains 20592 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66528 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7560 members 
Mstep: Class 36 contains 14766 members 
Mstep: Class 37 contains 23934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128880.000000 Penalty: 131188.937500
Iteration 144Q: 38 clusters Score -1.571289e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152333 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 59233 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 9 contains 16453 members 
Mstep: Class 10 contains 31997 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107368 members 
Mstep: Class 14 contains 16788 members 
Mstep: Class 15 contains 346926 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19054 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3525 members 
Mstep: Class 20 contains 3982 members 
Mstep: Class 21 contains 4603 members 
Mstep: Class 22 contains 289989 members 
Mstep: Class 23 contains 42398 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 192175 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7326 members 
Mstep: Class 30 contains 41374 members 
Mstep: Class 31 contains 20592 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66552 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7561 members 
Mstep: Class 36 contains 14767 members 
Mstep: Class 37 contains 23938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128784.000000 Penalty: 131188.937500
Iteration 145Q: 38 clusters Score -1.571288e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152282 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 59253 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35443 members 
Mstep: Class 9 contains 16451 members 
Mstep: Class 10 contains 31995 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107439 members 
Mstep: Class 14 contains 16784 members 
Mstep: Class 15 contains 346870 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19055 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3527 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 4583 members 
Mstep: Class 22 contains 289990 members 
Mstep: Class 23 contains 42396 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 192202 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7326 members 
Mstep: Class 30 contains 41369 members 
Mstep: Class 31 contains 20592 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66567 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 7561 members 
Mstep: Class 36 contains 14769 members 
Mstep: Class 37 contains 23940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128736.000000 Penalty: 131188.937500
Iteration 146Q: 38 clusters Score -1.571287e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 10687 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 59278 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35445 members 
Mstep: Class 9 contains 16450 members 
Mstep: Class 10 contains 31991 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107504 members 
Mstep: Class 14 contains 16782 members 
Mstep: Class 15 contains 346807 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19057 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3527 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 289991 members 
Mstep: Class 23 contains 42393 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 192235 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7322 members 
Mstep: Class 30 contains 41368 members 
Mstep: Class 31 contains 20593 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66581 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7561 members 
Mstep: Class 36 contains 14769 members 
Mstep: Class 37 contains 23943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128672.000000 Penalty: 131188.937500
Iteration 147Q: 38 clusters Score -1.571287e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152183 members 
Mstep: Class 2 contains 9104 members 
Mstep: Class 3 contains 10684 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 59293 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35448 members 
Mstep: Class 9 contains 16450 members 
Mstep: Class 10 contains 31986 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107585 members 
Mstep: Class 14 contains 16782 members 
Mstep: Class 15 contains 346753 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 19057 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3528 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 4543 members 
Mstep: Class 22 contains 289989 members 
Mstep: Class 23 contains 42393 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 192257 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7323 members 
Mstep: Class 30 contains 41366 members 
Mstep: Class 31 contains 20595 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66589 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7561 members 
Mstep: Class 36 contains 14769 members 
Mstep: Class 37 contains 23944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128784.000000 Penalty: 131188.937500
Iteration 148Q: 38 clusters Score -1.571288e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152123 members 
Mstep: Class 2 contains 9104 members 
Mstep: Class 3 contains 10682 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 59304 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35449 members 
Mstep: Class 9 contains 16448 members 
Mstep: Class 10 contains 31987 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107657 members 
Mstep: Class 14 contains 16782 members 
Mstep: Class 15 contains 346727 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 19058 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 3530 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 4521 members 
Mstep: Class 22 contains 289983 members 
Mstep: Class 23 contains 42389 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 192286 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7324 members 
Mstep: Class 30 contains 41363 members 
Mstep: Class 31 contains 20595 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66593 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7561 members 
Mstep: Class 36 contains 14769 members 
Mstep: Class 37 contains 23947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128640.000000 Penalty: 131188.937500
Iteration 149Q: 38 clusters Score -1.571286e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 152051 members 
Mstep: Class 2 contains 9105 members 
Mstep: Class 3 contains 10681 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 59329 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35450 members 
Mstep: Class 9 contains 16447 members 
Mstep: Class 10 contains 31984 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107732 members 
Mstep: Class 14 contains 16781 members 
Mstep: Class 15 contains 346702 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 19059 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 3980 members 
Mstep: Class 21 contains 4496 members 
Mstep: Class 22 contains 289977 members 
Mstep: Class 23 contains 42385 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 192314 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7321 members 
Mstep: Class 30 contains 41365 members 
Mstep: Class 31 contains 20598 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66593 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7561 members 
Mstep: Class 36 contains 14769 members 
Mstep: Class 37 contains 23951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128896.000000 Penalty: 131188.937500
Iteration 150Q: 38 clusters Score -1.571289e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151984 members 
Mstep: Class 2 contains 9106 members 
Mstep: Class 3 contains 10682 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 59356 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35450 members 
Mstep: Class 9 contains 16446 members 
Mstep: Class 10 contains 31976 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107812 members 
Mstep: Class 14 contains 16778 members 
Mstep: Class 15 contains 346666 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 19060 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 4468 members 
Mstep: Class 22 contains 289989 members 
Mstep: Class 23 contains 42384 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6811 members 
Mstep: Class 26 contains 13687 members 
Mstep: Class 27 contains 192340 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7321 members 
Mstep: Class 30 contains 41362 members 
Mstep: Class 31 contains 20598 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66591 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7562 members 
Mstep: Class 36 contains 14769 members 
Mstep: Class 37 contains 23954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128880.000000 Penalty: 131188.937500
Iteration 151Q: 38 clusters Score -1.571289e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151922 members 
Mstep: Class 2 contains 9106 members 
Mstep: Class 3 contains 10682 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 59377 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35450 members 
Mstep: Class 9 contains 16445 members 
Mstep: Class 10 contains 31976 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 107893 members 
Mstep: Class 14 contains 16777 members 
Mstep: Class 15 contains 346622 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 19062 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 3530 members 
Mstep: Class 20 contains 3978 members 
Mstep: Class 21 contains 4448 members 
Mstep: Class 22 contains 289995 members 
Mstep: Class 23 contains 42386 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6812 members 
Mstep: Class 26 contains 13685 members 
Mstep: Class 27 contains 192349 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7321 members 
Mstep: Class 30 contains 41359 members 
Mstep: Class 31 contains 20602 members 
Mstep: Class 32 contains 11049 members 
Mstep: Class 33 contains 66594 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7564 members 
Mstep: Class 36 contains 14769 members 
Mstep: Class 37 contains 23960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129088.000000 Penalty: 131188.937500
Iteration 152Q: 38 clusters Score -1.571291e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151864 members 
Mstep: Class 2 contains 9107 members 
Mstep: Class 3 contains 10683 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 59401 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35453 members 
Mstep: Class 9 contains 16444 members 
Mstep: Class 10 contains 31977 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 107966 members 
Mstep: Class 14 contains 16776 members 
Mstep: Class 15 contains 346587 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 19062 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 3529 members 
Mstep: Class 20 contains 3977 members 
Mstep: Class 21 contains 4426 members 
Mstep: Class 22 contains 290004 members 
Mstep: Class 23 contains 42386 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6812 members 
Mstep: Class 26 contains 13684 members 
Mstep: Class 27 contains 192355 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7320 members 
Mstep: Class 30 contains 41356 members 
Mstep: Class 31 contains 20601 members 
Mstep: Class 32 contains 11049 members 
Mstep: Class 33 contains 66597 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7565 members 
Mstep: Class 36 contains 14769 members 
Mstep: Class 37 contains 23963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129248.000000 Penalty: 131188.937500
Iteration 153Q: 38 clusters Score -1.571292e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151819 members 
Mstep: Class 2 contains 9107 members 
Mstep: Class 3 contains 10682 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 59423 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35456 members 
Mstep: Class 9 contains 16445 members 
Mstep: Class 10 contains 31980 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 108052 members 
Mstep: Class 14 contains 16774 members 
Mstep: Class 15 contains 346536 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 19063 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 3527 members 
Mstep: Class 20 contains 3974 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 290004 members 
Mstep: Class 23 contains 42386 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6812 members 
Mstep: Class 26 contains 13684 members 
Mstep: Class 27 contains 192366 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7321 members 
Mstep: Class 30 contains 41352 members 
Mstep: Class 31 contains 20603 members 
Mstep: Class 32 contains 11049 members 
Mstep: Class 33 contains 66597 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7565 members 
Mstep: Class 36 contains 14770 members 
Mstep: Class 37 contains 23965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129168.000000 Penalty: 131188.937500
Iteration 154Q: 38 clusters Score -1.571292e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151755 members 
Mstep: Class 2 contains 9107 members 
Mstep: Class 3 contains 10683 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 59448 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35456 members 
Mstep: Class 9 contains 16443 members 
Mstep: Class 10 contains 31984 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 108134 members 
Mstep: Class 14 contains 16774 members 
Mstep: Class 15 contains 346488 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19063 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3527 members 
Mstep: Class 20 contains 3970 members 
Mstep: Class 21 contains 4380 members 
Mstep: Class 22 contains 290001 members 
Mstep: Class 23 contains 42391 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6812 members 
Mstep: Class 26 contains 13685 members 
Mstep: Class 27 contains 192384 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7322 members 
Mstep: Class 30 contains 41350 members 
Mstep: Class 31 contains 20606 members 
Mstep: Class 32 contains 11049 members 
Mstep: Class 33 contains 66603 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7565 members 
Mstep: Class 36 contains 14771 members 
Mstep: Class 37 contains 23964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129168.000000 Penalty: 131188.937500
Iteration 155Q: 38 clusters Score -1.571292e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151683 members 
Mstep: Class 2 contains 9107 members 
Mstep: Class 3 contains 10684 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 59469 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35454 members 
Mstep: Class 9 contains 16441 members 
Mstep: Class 10 contains 31984 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 108218 members 
Mstep: Class 14 contains 16772 members 
Mstep: Class 15 contains 346442 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 19065 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3530 members 
Mstep: Class 20 contains 3967 members 
Mstep: Class 21 contains 4359 members 
Mstep: Class 22 contains 289999 members 
Mstep: Class 23 contains 42388 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 6812 members 
Mstep: Class 26 contains 13685 members 
Mstep: Class 27 contains 192414 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7318 members 
Mstep: Class 30 contains 41347 members 
Mstep: Class 31 contains 20609 members 
Mstep: Class 32 contains 11049 members 
Mstep: Class 33 contains 66618 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 14771 members 
Mstep: Class 37 contains 23963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129264.000000 Penalty: 131188.937500
Iteration 156Q: 38 clusters Score -1.571293e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151621 members 
Mstep: Class 2 contains 9107 members 
Mstep: Class 3 contains 10686 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 59484 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35453 members 
Mstep: Class 9 contains 16441 members 
Mstep: Class 10 contains 31984 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 108291 members 
Mstep: Class 14 contains 16770 members 
Mstep: Class 15 contains 346398 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 17 contains 19066 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 3965 members 
Mstep: Class 21 contains 4354 members 
Mstep: Class 22 contains 289994 members 
Mstep: Class 23 contains 42382 members 
Mstep: Class 24 contains 16440 members 
Mstep: Class 25 contains 6812 members 
Mstep: Class 26 contains 13685 members 
Mstep: Class 27 contains 192435 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7315 members 
Mstep: Class 30 contains 41345 members 
Mstep: Class 31 contains 20609 members 
Mstep: Class 32 contains 11049 members 
Mstep: Class 33 contains 66634 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 14771 members 
Mstep: Class 37 contains 23962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129200.000000 Penalty: 131188.937500
Iteration 157Q: 38 clusters Score -1.571292e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151547 members 
Mstep: Class 2 contains 9107 members 
Mstep: Class 3 contains 10685 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 59493 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35455 members 
Mstep: Class 9 contains 16441 members 
Mstep: Class 10 contains 31988 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 108367 members 
Mstep: Class 14 contains 16767 members 
Mstep: Class 15 contains 346347 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 19067 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3542 members 
Mstep: Class 20 contains 3963 members 
Mstep: Class 21 contains 4350 members 
Mstep: Class 22 contains 289987 members 
Mstep: Class 23 contains 42383 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13685 members 
Mstep: Class 27 contains 192468 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7312 members 
Mstep: Class 30 contains 41344 members 
Mstep: Class 31 contains 20608 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66645 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 14771 members 
Mstep: Class 37 contains 23960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129520.000000 Penalty: 131188.937500
Iteration 158Q: 38 clusters Score -1.571295e+08 nChanged 322
Entering ConstructFrom: 
Score: -157129520.000000 Penalty: 131188.937500
Entering ConstructFrom: 
Trying to split cluster 1 (151485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151485 members 
Entering Unmasked Estep 
Score: -15269163.000000 Penalty: 2958.203857
	Iteration 0F: 2 clusters Score -1.526916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -15167734.000000 Penalty: 5916.407715
	Iteration 0F: 3 clusters Score -1.516773e+07 nChanged 72373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 72161 members 
Entering Unmasked Estep 
Score: -15209700.000000 Penalty: 5916.407715
	Iteration 1F: 3 clusters Score -1.52097e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81351 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -15210780.000000 Penalty: 5916.407715
	Iteration 2Q: 3 clusters Score -1.521078e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -15212522.000000 Penalty: 5916.407715
	Iteration 3Q: 3 clusters Score -1.521252e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89145 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -15215379.000000 Penalty: 5916.407715
	Iteration 4Q: 3 clusters Score -1.521538e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -15220317.000000 Penalty: 5916.407715
	Iteration 5F: 3 clusters Score -1.522032e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104926 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -15227699.000000 Penalty: 5916.407715
	Iteration 6F: 3 clusters Score -1.52277e+07 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115110 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -15237553.000000 Penalty: 5916.407715
	Iteration 7F: 3 clusters Score -1.523755e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124355 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -15247111.000000 Penalty: 5916.407715
	Iteration 8F: 3 clusters Score -1.524711e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130879 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -15254179.000000 Penalty: 5916.407715
	Iteration 9Q: 3 clusters Score -1.525418e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134747 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -15258326.000000 Penalty: 5916.407715
	Iteration 10Q: 3 clusters Score -1.525833e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137144 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -15260383.000000 Penalty: 5916.407715
	Iteration 11Q: 3 clusters Score -1.526038e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138946 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -15261583.000000 Penalty: 5916.407715
	Iteration 12Q: 3 clusters Score -1.526158e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140415 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -15262413.000000 Penalty: 5916.407715
	Iteration 13Q: 3 clusters Score -1.526241e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141665 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -15263055.000000 Penalty: 5916.407715
	Iteration 14Q: 3 clusters Score -1.526306e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142782 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -15263640.000000 Penalty: 5916.407715
	Iteration 15Q: 3 clusters Score -1.526364e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143735 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -15264091.000000 Penalty: 5916.407715
	Iteration 16Q: 3 clusters Score -1.526409e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144584 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -15264396.000000 Penalty: 5916.407715
	Iteration 17Q: 3 clusters Score -1.52644e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145308 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -15264720.000000 Penalty: 5916.407715
	Iteration 18Q: 3 clusters Score -1.526472e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145950 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -15265052.000000 Penalty: 5916.407715
	Iteration 19Q: 3 clusters Score -1.526505e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146491 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -15265252.000000 Penalty: 5916.407715
	Iteration 20F: 3 clusters Score -1.526525e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146973 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -15265437.000000 Penalty: 5916.407715
	Iteration 21Q: 3 clusters Score -1.526544e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147398 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -15265614.000000 Penalty: 5916.407715
	Iteration 22Q: 3 clusters Score -1.526561e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147782 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -15265764.000000 Penalty: 5916.407715
	Iteration 23Q: 3 clusters Score -1.526576e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148093 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -15265914.000000 Penalty: 5916.407715
	Iteration 24Q: 3 clusters Score -1.526591e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148357 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -15266038.000000 Penalty: 5916.407715
	Iteration 25Q: 3 clusters Score -1.526604e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148581 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -15266073.000000 Penalty: 5916.407715
	Iteration 26Q: 3 clusters Score -1.526607e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148786 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -15266107.000000 Penalty: 5916.407715
	Iteration 27Q: 3 clusters Score -1.526611e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148957 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -15266163.000000 Penalty: 5916.407715
	Iteration 28Q: 3 clusters Score -1.526616e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149110 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -15266231.000000 Penalty: 5916.407715
	Iteration 29Q: 3 clusters Score -1.526623e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149235 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -15266272.000000 Penalty: 5916.407715
	Iteration 30Q: 3 clusters Score -1.526627e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149354 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -15266293.000000 Penalty: 5916.407715
	Iteration 31Q: 3 clusters Score -1.526629e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149456 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -15266355.000000 Penalty: 5916.407715
	Iteration 32Q: 3 clusters Score -1.526636e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149546 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -15266382.000000 Penalty: 5916.407715
	Iteration 33Q: 3 clusters Score -1.526638e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149613 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -15266402.000000 Penalty: 5916.407715
	Iteration 34Q: 3 clusters Score -1.52664e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149678 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -15266404.000000 Penalty: 5916.407715
	Iteration 35Q: 3 clusters Score -1.52664e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149728 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -15266445.000000 Penalty: 5916.407715
	Iteration 36Q: 3 clusters Score -1.526644e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149768 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -15266474.000000 Penalty: 5916.407715
	Iteration 37Q: 3 clusters Score -1.526647e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149805 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -15266517.000000 Penalty: 5916.407715
	Iteration 38Q: 3 clusters Score -1.526652e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149835 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -15266503.000000 Penalty: 5916.407715
	Iteration 39Q: 3 clusters Score -1.52665e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149865 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -15266481.000000 Penalty: 5916.407715
	Iteration 40F: 3 clusters Score -1.526648e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149893 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15266499.000000 Penalty: 5916.407715
	Iteration 41Q: 3 clusters Score -1.52665e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149918 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -15266514.000000 Penalty: 5916.407715
	Iteration 42Q: 3 clusters Score -1.526651e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149943 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -15266526.000000 Penalty: 5916.407715
	Iteration 43Q: 3 clusters Score -1.526653e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149967 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -15266536.000000 Penalty: 5916.407715
	Iteration 44Q: 3 clusters Score -1.526654e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149980 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -15266539.000000 Penalty: 5916.407715
	Iteration 45Q: 3 clusters Score -1.526654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149998 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -15266557.000000 Penalty: 5916.407715
	Iteration 46Q: 3 clusters Score -1.526656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150017 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -15266580.000000 Penalty: 5916.407715
	Iteration 47Q: 3 clusters Score -1.526658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150033 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -15266585.000000 Penalty: 5916.407715
	Iteration 48Q: 3 clusters Score -1.526658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150045 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -15266591.000000 Penalty: 5916.407715
	Iteration 49Q: 3 clusters Score -1.526659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150059 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -15266586.000000 Penalty: 5916.407715
	Iteration 50Q: 3 clusters Score -1.526659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150064 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -15266591.000000 Penalty: 5916.407715
	Iteration 51Q: 3 clusters Score -1.526659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150070 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -15266589.000000 Penalty: 5916.407715
	Iteration 52Q: 3 clusters Score -1.526659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150078 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -15266592.000000 Penalty: 5916.407715
	Iteration 53Q: 3 clusters Score -1.526659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150087 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -15266579.000000 Penalty: 5916.407715
	Iteration 54Q: 3 clusters Score -1.526658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150094 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -15266578.000000 Penalty: 5916.407715
	Iteration 55Q: 3 clusters Score -1.526658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150102 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -15266584.000000 Penalty: 5916.407715
	Iteration 56Q: 3 clusters Score -1.526658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150107 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -15266584.000000 Penalty: 5916.407715
	Iteration 57Q: 3 clusters Score -1.526658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150113 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15266574.000000 Penalty: 5916.407715
	Iteration 58Q: 3 clusters Score -1.526657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150117 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -15266574.000000 Penalty: 5916.407715
	Iteration 59Q: 3 clusters Score -1.526657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150122 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -15266588.000000 Penalty: 5916.407715
	Iteration 60F: 3 clusters Score -1.526659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150127 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -15266595.000000 Penalty: 5916.407715
	Iteration 61Q: 3 clusters Score -1.52666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150136 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -15266589.000000 Penalty: 5916.407715
	Iteration 62Q: 3 clusters Score -1.526659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150144 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -15266580.000000 Penalty: 5916.407715
	Iteration 63Q: 3 clusters Score -1.526658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150147 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -15266587.000000 Penalty: 5916.407715
	Iteration 64Q: 3 clusters Score -1.526659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150149 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -15266599.000000 Penalty: 5916.407715
	Iteration 65Q: 3 clusters Score -1.52666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150150 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -15266598.000000 Penalty: 5916.407715
	Iteration 66Q: 3 clusters Score -1.52666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150151 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -15266596.000000 Penalty: 5916.407715
	Iteration 67Q: 3 clusters Score -1.52666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150152 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -15266595.000000 Penalty: 5916.407715
	Iteration 68Q: 3 clusters Score -1.52666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150153 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -15266600.000000 Penalty: 5916.407715
	Iteration 69Q: 3 clusters Score -1.52666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150154 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -15266593.000000 Penalty: 5916.407715
	Iteration 70Q: 3 clusters Score -1.526659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150154 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -15266593.000000 Penalty: 5916.407715
	Iteration 71F: 3 clusters Score -1.526659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Entering Unmasked Estep 
Score: -910959.687500 Penalty: 2260.966064
	Iteration 0F: 2 clusters Score -910959.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -903873.437500 Penalty: 4521.932129
	Iteration 0F: 3 clusters Score -903873.4 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -905774.812500 Penalty: 4521.932129
	Iteration 1F: 3 clusters Score -905774.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -906143.625000 Penalty: 4521.932129
	Iteration 2F: 3 clusters Score -906143.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -906487.562500 Penalty: 4521.932129
	Iteration 3F: 3 clusters Score -906487.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -906788.750000 Penalty: 4521.932129
	Iteration 4F: 3 clusters Score -906788.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -907091.312500 Penalty: 4521.932129
	Iteration 5F: 3 clusters Score -907091.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -907376.625000 Penalty: 4521.932129
	Iteration 6F: 3 clusters Score -907376.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -907670.375000 Penalty: 4521.932129
	Iteration 7Q: 3 clusters Score -907670.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -907965.000000 Penalty: 4521.932129
	Iteration 8Q: 3 clusters Score -907965 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -908224.687500 Penalty: 4521.932129
	Iteration 9Q: 3 clusters Score -908224.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -908441.625000 Penalty: 4521.932129
	Iteration 10Q: 3 clusters Score -908441.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -908576.687500 Penalty: 4521.932129
	Iteration 11Q: 3 clusters Score -908576.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -908682.625000 Penalty: 4521.932129
	Iteration 12Q: 3 clusters Score -908682.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -908769.000000 Penalty: 4521.932129
	Iteration 13Q: 3 clusters Score -908769 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -908832.250000 Penalty: 4521.932129
	Iteration 14Q: 3 clusters Score -908832.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -908887.062500 Penalty: 4521.932129
	Iteration 15Q: 3 clusters Score -908887.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -908934.500000 Penalty: 4521.932129
	Iteration 16Q: 3 clusters Score -908934.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -908972.625000 Penalty: 4521.932129
	Iteration 17Q: 3 clusters Score -908972.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -909000.625000 Penalty: 4521.932129
	Iteration 18Q: 3 clusters Score -909000.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -909019.562500 Penalty: 4521.932129
	Iteration 19Q: 3 clusters Score -909019.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -909036.562500 Penalty: 4521.932129
	Iteration 20F: 3 clusters Score -909036.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -909066.562500 Penalty: 4521.932129
	Iteration 21Q: 3 clusters Score -909066.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -909084.500000 Penalty: 4521.932129
	Iteration 22Q: 3 clusters Score -909084.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -909107.000000 Penalty: 4521.932129
	Iteration 23Q: 3 clusters Score -909107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -909122.937500 Penalty: 4521.932129
	Iteration 24Q: 3 clusters Score -909122.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -909132.812500 Penalty: 4521.932129
	Iteration 25Q: 3 clusters Score -909132.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -909140.750000 Penalty: 4521.932129
	Iteration 26Q: 3 clusters Score -909140.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -909148.062500 Penalty: 4521.932129
	Iteration 27Q: 3 clusters Score -909148.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -909150.750000 Penalty: 4521.932129
	Iteration 28Q: 3 clusters Score -909150.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -909155.875000 Penalty: 4521.932129
	Iteration 29Q: 3 clusters Score -909155.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -909157.812500 Penalty: 4521.932129
	Iteration 30Q: 3 clusters Score -909157.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -909159.125000 Penalty: 4521.932129
	Iteration 31Q: 3 clusters Score -909159.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -909165.500000 Penalty: 4521.932129
	Iteration 32Q: 3 clusters Score -909165.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -909170.500000 Penalty: 4521.932129
	Iteration 33Q: 3 clusters Score -909170.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -909179.875000 Penalty: 4521.932129
	Iteration 34Q: 3 clusters Score -909179.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -909189.937500 Penalty: 4521.932129
	Iteration 35Q: 3 clusters Score -909189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -909194.375000 Penalty: 4521.932129
	Iteration 36Q: 3 clusters Score -909194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -909194.187500 Penalty: 4521.932129
	Iteration 37Q: 3 clusters Score -909194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -909196.875000 Penalty: 4521.932129
	Iteration 38Q: 3 clusters Score -909196.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -909201.312500 Penalty: 4521.932129
	Iteration 39Q: 3 clusters Score -909201.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -909204.812500 Penalty: 4521.932129
	Iteration 40F: 3 clusters Score -909204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -909207.625000 Penalty: 4521.932129
	Iteration 41Q: 3 clusters Score -909207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -909210.875000 Penalty: 4521.932129
	Iteration 42Q: 3 clusters Score -909210.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -909212.500000 Penalty: 4521.932129
	Iteration 43Q: 3 clusters Score -909212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -909211.937500 Penalty: 4521.932129
	Iteration 44Q: 3 clusters Score -909211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -909214.250000 Penalty: 4521.932129
	Iteration 45Q: 3 clusters Score -909214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -909213.625000 Penalty: 4521.932129
	Iteration 46Q: 3 clusters Score -909213.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -909213.625000 Penalty: 4521.932129
	Iteration 47F: 3 clusters Score -909213.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Entering Unmasked Estep 
Score: -1029718.687500 Penalty: 2300.665283
	Iteration 0F: 2 clusters Score -1029719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1021665.062500 Penalty: 4601.330566
	Iteration 0F: 3 clusters Score -1021665 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1024103.625000 Penalty: 4601.330566
	Iteration 1F: 3 clusters Score -1024104 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1024447.625000 Penalty: 4601.330566
	Iteration 2F: 3 clusters Score -1024448 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1024748.562500 Penalty: 4601.330566
	Iteration 3F: 3 clusters Score -1024749 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1025049.375000 Penalty: 4601.330566
	Iteration 4F: 3 clusters Score -1025049 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1025289.312500 Penalty: 4601.330566
	Iteration 5Q: 3 clusters Score -1025289 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1025562.312500 Penalty: 4601.330566
	Iteration 6Q: 3 clusters Score -1025562 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1025815.625000 Penalty: 4601.330566
	Iteration 7Q: 3 clusters Score -1025816 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1026084.437500 Penalty: 4601.330566
	Iteration 8Q: 3 clusters Score -1026084 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1026394.250000 Penalty: 4601.330566
	Iteration 9Q: 3 clusters Score -1026394 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1026769.937500 Penalty: 4601.330566
	Iteration 10Q: 3 clusters Score -1026770 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1027216.937500 Penalty: 4601.330566
	Iteration 11Q: 3 clusters Score -1027217 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1027593.062500 Penalty: 4601.330566
	Iteration 12Q: 3 clusters Score -1027593 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1027872.812500 Penalty: 4601.330566
	Iteration 13Q: 3 clusters Score -1027873 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1028133.875000 Penalty: 4601.330566
	Iteration 14Q: 3 clusters Score -1028134 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1028350.250000 Penalty: 4601.330566
	Iteration 15Q: 3 clusters Score -1028350 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1028539.750000 Penalty: 4601.330566
	Iteration 16Q: 3 clusters Score -1028540 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1028678.062500 Penalty: 4601.330566
	Iteration 17Q: 3 clusters Score -1028678 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1028757.625000 Penalty: 4601.330566
	Iteration 18Q: 3 clusters Score -1028758 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1028794.125000 Penalty: 4601.330566
	Iteration 19Q: 3 clusters Score -1028794 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1028818.375000 Penalty: 4601.330566
	Iteration 20F: 3 clusters Score -1028818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1028832.250000 Penalty: 4601.330566
	Iteration 21Q: 3 clusters Score -1028832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1028843.687500 Penalty: 4601.330566
	Iteration 22Q: 3 clusters Score -1028844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1028848.625000 Penalty: 4601.330566
	Iteration 23Q: 3 clusters Score -1028849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1028852.000000 Penalty: 4601.330566
	Iteration 24Q: 3 clusters Score -1028852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1028854.937500 Penalty: 4601.330566
	Iteration 25Q: 3 clusters Score -1028855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1028862.687500 Penalty: 4601.330566
	Iteration 26Q: 3 clusters Score -1028863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1028864.687500 Penalty: 4601.330566
	Iteration 27Q: 3 clusters Score -1028865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1028865.187500 Penalty: 4601.330566
	Iteration 28Q: 3 clusters Score -1028865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1028867.750000 Penalty: 4601.330566
	Iteration 29Q: 3 clusters Score -1028868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1028872.062500 Penalty: 4601.330566
	Iteration 30Q: 3 clusters Score -1028872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1028871.937500 Penalty: 4601.330566
	Iteration 31Q: 3 clusters Score -1028872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1028874.750000 Penalty: 4601.330566
	Iteration 32Q: 3 clusters Score -1028875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1028872.062500 Penalty: 4601.330566
	Iteration 33Q: 3 clusters Score -1028872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1028876.687500 Penalty: 4601.330566
	Iteration 34Q: 3 clusters Score -1028877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1028877.562500 Penalty: 4601.330566
	Iteration 35Q: 3 clusters Score -1028878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1028877.500000 Penalty: 4601.330566
	Iteration 36Q: 3 clusters Score -1028878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1028877.687500 Penalty: 4601.330566
	Iteration 37Q: 3 clusters Score -1028878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1028877.250000 Penalty: 4601.330566
	Iteration 38Q: 3 clusters Score -1028877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1028878.812500 Penalty: 4601.330566
	Iteration 39Q: 3 clusters Score -1028879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1028879.312500 Penalty: 4601.330566
	Iteration 40F: 3 clusters Score -1028879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1028880.250000 Penalty: 4601.330566
	Iteration 41Q: 3 clusters Score -1028880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1028880.062500 Penalty: 4601.330566
	Iteration 42Q: 3 clusters Score -1028880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1028881.437500 Penalty: 4601.330566
	Iteration 43Q: 3 clusters Score -1028881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1028881.562500 Penalty: 4601.330566
	Iteration 44Q: 3 clusters Score -1028882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1028880.375000 Penalty: 4601.330566
	Iteration 45Q: 3 clusters Score -1028880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1028880.875000 Penalty: 4601.330566
	Iteration 46Q: 3 clusters Score -1028881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1028880.875000 Penalty: 4601.330566
	Iteration 47F: 3 clusters Score -1028881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -316081.312500 Penalty: 2012.649048
	Iteration 0F: 2 clusters Score -316081.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -312670.437500 Penalty: 4025.298096
	Iteration 0F: 3 clusters Score -312670.4 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -313442.875000 Penalty: 4025.298096
	Iteration 1F: 3 clusters Score -313442.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -313613.531250 Penalty: 4025.298096
	Iteration 2F: 3 clusters Score -313613.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -313710.500000 Penalty: 4025.298096
	Iteration 3Q: 3 clusters Score -313710.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -313841.718750 Penalty: 4025.298096
	Iteration 4Q: 3 clusters Score -313841.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -313941.156250 Penalty: 4025.298096
	Iteration 5Q: 3 clusters Score -313941.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -314019.218750 Penalty: 4025.298096
	Iteration 6Q: 3 clusters Score -314019.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -314090.562500 Penalty: 4025.298096
	Iteration 7Q: 3 clusters Score -314090.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -314144.968750 Penalty: 4025.298096
	Iteration 8Q: 3 clusters Score -314145 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -314199.968750 Penalty: 4025.298096
	Iteration 9Q: 3 clusters Score -314200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -314256.906250 Penalty: 4025.298096
	Iteration 10Q: 3 clusters Score -314256.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -314311.593750 Penalty: 4025.298096
	Iteration 11Q: 3 clusters Score -314311.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -314366.093750 Penalty: 4025.298096
	Iteration 12Q: 3 clusters Score -314366.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -314402.937500 Penalty: 4025.298096
	Iteration 13Q: 3 clusters Score -314402.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -314435.093750 Penalty: 4025.298096
	Iteration 14Q: 3 clusters Score -314435.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -314460.000000 Penalty: 4025.298096
	Iteration 15Q: 3 clusters Score -314460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -314483.437500 Penalty: 4025.298096
	Iteration 16Q: 3 clusters Score -314483.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -314505.593750 Penalty: 4025.298096
	Iteration 17Q: 3 clusters Score -314505.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -314519.750000 Penalty: 4025.298096
	Iteration 18Q: 3 clusters Score -314519.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -314533.687500 Penalty: 4025.298096
	Iteration 19Q: 3 clusters Score -314533.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -314545.500000 Penalty: 4025.298096
	Iteration 20F: 3 clusters Score -314545.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -314557.062500 Penalty: 4025.298096
	Iteration 21Q: 3 clusters Score -314557.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -314568.000000 Penalty: 4025.298096
	Iteration 22Q: 3 clusters Score -314568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -314583.656250 Penalty: 4025.298096
	Iteration 23Q: 3 clusters Score -314583.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -314596.437500 Penalty: 4025.298096
	Iteration 24Q: 3 clusters Score -314596.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -314603.593750 Penalty: 4025.298096
	Iteration 25Q: 3 clusters Score -314603.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -314608.781250 Penalty: 4025.298096
	Iteration 26Q: 3 clusters Score -314608.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -314614.093750 Penalty: 4025.298096
	Iteration 27Q: 3 clusters Score -314614.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -314621.468750 Penalty: 4025.298096
	Iteration 28Q: 3 clusters Score -314621.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -314624.656250 Penalty: 4025.298096
	Iteration 29Q: 3 clusters Score -314624.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -314626.718750 Penalty: 4025.298096
	Iteration 30Q: 3 clusters Score -314626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -314626.593750 Penalty: 4025.298096
	Iteration 31Q: 3 clusters Score -314626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -314627.843750 Penalty: 4025.298096
	Iteration 32Q: 3 clusters Score -314627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -314628.593750 Penalty: 4025.298096
	Iteration 33Q: 3 clusters Score -314628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -314629.125000 Penalty: 4025.298096
	Iteration 34Q: 3 clusters Score -314629.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -314629.281250 Penalty: 4025.298096
	Iteration 35Q: 3 clusters Score -314629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -314629.281250 Penalty: 4025.298096
	Iteration 36F: 3 clusters Score -314629.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Entering Unmasked Estep 
Score: -426925.343750 Penalty: 2115.760742
	Iteration 0F: 2 clusters Score -426925.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -422418.218750 Penalty: 4231.521484
	Iteration 0F: 3 clusters Score -422418.2 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -423827.281250 Penalty: 4231.521484
	Iteration 1F: 3 clusters Score -423827.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -424279.250000 Penalty: 4231.521484
	Iteration 2F: 3 clusters Score -424279.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -424596.343750 Penalty: 4231.521484
	Iteration 3F: 3 clusters Score -424596.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -424911.437500 Penalty: 4231.521484
	Iteration 4F: 3 clusters Score -424911.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -425197.812500 Penalty: 4231.521484
	Iteration 5F: 3 clusters Score -425197.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -425423.843750 Penalty: 4231.521484
	Iteration 6Q: 3 clusters Score -425423.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -425605.093750 Penalty: 4231.521484
	Iteration 7Q: 3 clusters Score -425605.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -425752.218750 Penalty: 4231.521484
	Iteration 8Q: 3 clusters Score -425752.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -425840.750000 Penalty: 4231.521484
	Iteration 9Q: 3 clusters Score -425840.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -425905.656250 Penalty: 4231.521484
	Iteration 10Q: 3 clusters Score -425905.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -425953.156250 Penalty: 4231.521484
	Iteration 11Q: 3 clusters Score -425953.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -425987.718750 Penalty: 4231.521484
	Iteration 12Q: 3 clusters Score -425987.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -426018.468750 Penalty: 4231.521484
	Iteration 13Q: 3 clusters Score -426018.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -426040.250000 Penalty: 4231.521484
	Iteration 14Q: 3 clusters Score -426040.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -426060.781250 Penalty: 4231.521484
	Iteration 15Q: 3 clusters Score -426060.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -426074.093750 Penalty: 4231.521484
	Iteration 16Q: 3 clusters Score -426074.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -426080.406250 Penalty: 4231.521484
	Iteration 17Q: 3 clusters Score -426080.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -426084.750000 Penalty: 4231.521484
	Iteration 18Q: 3 clusters Score -426084.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -426087.000000 Penalty: 4231.521484
	Iteration 19Q: 3 clusters Score -426087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -426088.125000 Penalty: 4231.521484
	Iteration 20F: 3 clusters Score -426088.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -426088.031250 Penalty: 4231.521484
	Iteration 21Q: 3 clusters Score -426088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -426091.343750 Penalty: 4231.521484
	Iteration 22Q: 3 clusters Score -426091.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -426093.031250 Penalty: 4231.521484
	Iteration 23Q: 3 clusters Score -426093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -426093.531250 Penalty: 4231.521484
	Iteration 24Q: 3 clusters Score -426093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -426092.906250 Penalty: 4231.521484
	Iteration 25Q: 3 clusters Score -426092.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -426094.093750 Penalty: 4231.521484
	Iteration 26Q: 3 clusters Score -426094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -426094.625000 Penalty: 4231.521484
	Iteration 27Q: 3 clusters Score -426094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -426095.437500 Penalty: 4231.521484
	Iteration 28Q: 3 clusters Score -426095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -426096.843750 Penalty: 4231.521484
	Iteration 29Q: 3 clusters Score -426096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -426096.812500 Penalty: 4231.521484
	Iteration 30Q: 3 clusters Score -426096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -426096.437500 Penalty: 4231.521484
	Iteration 31Q: 3 clusters Score -426096.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -426096.437500 Penalty: 4231.521484
	Iteration 32F: 3 clusters Score -426096.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (59493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Entering Unmasked Estep 
Score: -5993768.500000 Penalty: 2726.416260
	Iteration 0F: 2 clusters Score -5993768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -5953769.000000 Penalty: 5452.832520
	Iteration 0F: 3 clusters Score -5953769 nChanged 27611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -5969362.500000 Penalty: 5452.832520
	Iteration 1F: 3 clusters Score -5969362 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -5969914.500000 Penalty: 5452.832520
	Iteration 2Q: 3 clusters Score -5969914 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -5970580.500000 Penalty: 5452.832520
	Iteration 3Q: 3 clusters Score -5970580 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -5971410.500000 Penalty: 5452.832520
	Iteration 4Q: 3 clusters Score -5971410 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -5972439.500000 Penalty: 5452.832520
	Iteration 5Q: 3 clusters Score -5972440 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -5973800.500000 Penalty: 5452.832520
	Iteration 6Q: 3 clusters Score -5973800 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -5975561.500000 Penalty: 5452.832520
	Iteration 7F: 3 clusters Score -5975562 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -5977774.000000 Penalty: 5452.832520
	Iteration 8F: 3 clusters Score -5977774 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -5980284.000000 Penalty: 5452.832520
	Iteration 9F: 3 clusters Score -5980284 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -5982751.500000 Penalty: 5452.832520
	Iteration 10F: 3 clusters Score -5982752 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -5984495.500000 Penalty: 5452.832520
	Iteration 11Q: 3 clusters Score -5984496 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -5985539.500000 Penalty: 5452.832520
	Iteration 12Q: 3 clusters Score -5985540 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -5986150.500000 Penalty: 5452.832520
	Iteration 13Q: 3 clusters Score -5986150 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -5986608.000000 Penalty: 5452.832520
	Iteration 14Q: 3 clusters Score -5986608 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -5987014.000000 Penalty: 5452.832520
	Iteration 15Q: 3 clusters Score -5987014 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -5987416.000000 Penalty: 5452.832520
	Iteration 16Q: 3 clusters Score -5987416 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -5987867.500000 Penalty: 5452.832520
	Iteration 17Q: 3 clusters Score -5987868 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -5988303.000000 Penalty: 5452.832520
	Iteration 18Q: 3 clusters Score -5988303 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -5988774.000000 Penalty: 5452.832520
	Iteration 19Q: 3 clusters Score -5988774 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -5989156.000000 Penalty: 5452.832520
	Iteration 20F: 3 clusters Score -5989156 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -5989541.000000 Penalty: 5452.832520
	Iteration 21Q: 3 clusters Score -5989541 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -5989897.500000 Penalty: 5452.832520
	Iteration 22Q: 3 clusters Score -5989898 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -5990191.500000 Penalty: 5452.832520
	Iteration 23Q: 3 clusters Score -5990192 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -5990430.500000 Penalty: 5452.832520
	Iteration 24Q: 3 clusters Score -5990430 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -5990623.500000 Penalty: 5452.832520
	Iteration 25Q: 3 clusters Score -5990624 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -5990810.500000 Penalty: 5452.832520
	Iteration 26Q: 3 clusters Score -5990810 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -5990996.500000 Penalty: 5452.832520
	Iteration 27Q: 3 clusters Score -5990996 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -5991082.000000 Penalty: 5452.832520
	Iteration 28Q: 3 clusters Score -5991082 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -5991171.000000 Penalty: 5452.832520
	Iteration 29Q: 3 clusters Score -5991171 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -5991279.000000 Penalty: 5452.832520
	Iteration 30Q: 3 clusters Score -5991279 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -5991361.000000 Penalty: 5452.832520
	Iteration 31Q: 3 clusters Score -5991361 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -5991420.000000 Penalty: 5452.832520
	Iteration 32Q: 3 clusters Score -5991420 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -5991479.500000 Penalty: 5452.832520
	Iteration 33Q: 3 clusters Score -5991480 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -5991532.000000 Penalty: 5452.832520
	Iteration 34Q: 3 clusters Score -5991532 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -5991594.000000 Penalty: 5452.832520
	Iteration 35Q: 3 clusters Score -5991594 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -5991641.500000 Penalty: 5452.832520
	Iteration 36Q: 3 clusters Score -5991642 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55510 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -5991674.000000 Penalty: 5452.832520
	Iteration 37Q: 3 clusters Score -5991674 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -5991700.500000 Penalty: 5452.832520
	Iteration 38Q: 3 clusters Score -5991700 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5991743.000000 Penalty: 5452.832520
	Iteration 39Q: 3 clusters Score -5991743 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -5991765.500000 Penalty: 5452.832520
	Iteration 40F: 3 clusters Score -5991766 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5991787.500000 Penalty: 5452.832520
	Iteration 41Q: 3 clusters Score -5991788 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5991811.000000 Penalty: 5452.832520
	Iteration 42Q: 3 clusters Score -5991811 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5991819.000000 Penalty: 5452.832520
	Iteration 43Q: 3 clusters Score -5991819 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -5991837.500000 Penalty: 5452.832520
	Iteration 44Q: 3 clusters Score -5991838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -5991869.500000 Penalty: 5452.832520
	Iteration 45Q: 3 clusters Score -5991870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -5991869.000000 Penalty: 5452.832520
	Iteration 46Q: 3 clusters Score -5991869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -5991871.000000 Penalty: 5452.832520
	Iteration 47Q: 3 clusters Score -5991871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5991878.000000 Penalty: 5452.832520
	Iteration 48Q: 3 clusters Score -5991878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -5991886.000000 Penalty: 5452.832520
	Iteration 49Q: 3 clusters Score -5991886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5991880.500000 Penalty: 5452.832520
	Iteration 50Q: 3 clusters Score -5991880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -5991893.500000 Penalty: 5452.832520
	Iteration 51Q: 3 clusters Score -5991894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5991890.500000 Penalty: 5452.832520
	Iteration 52Q: 3 clusters Score -5991890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5991884.500000 Penalty: 5452.832520
	Iteration 53Q: 3 clusters Score -5991884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -5991886.500000 Penalty: 5452.832520
	Iteration 54Q: 3 clusters Score -5991886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5991902.000000 Penalty: 5452.832520
	Iteration 55Q: 3 clusters Score -5991902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5991889.000000 Penalty: 5452.832520
	Iteration 56Q: 3 clusters Score -5991889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5991894.500000 Penalty: 5452.832520
	Iteration 57Q: 3 clusters Score -5991894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5991897.500000 Penalty: 5452.832520
	Iteration 58Q: 3 clusters Score -5991898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5991899.500000 Penalty: 5452.832520
	Iteration 59Q: 3 clusters Score -5991900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5991898.500000 Penalty: 5452.832520
	Iteration 60F: 3 clusters Score -5991898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5991908.500000 Penalty: 5452.832520
	Iteration 61Q: 3 clusters Score -5991908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5991910.000000 Penalty: 5452.832520
	Iteration 62Q: 3 clusters Score -5991910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5991911.000000 Penalty: 5452.832520
	Iteration 63Q: 3 clusters Score -5991911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5991909.500000 Penalty: 5452.832520
	Iteration 64Q: 3 clusters Score -5991910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5991899.500000 Penalty: 5452.832520
	Iteration 65Q: 3 clusters Score -5991900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -5991912.000000 Penalty: 5452.832520
	Iteration 66Q: 3 clusters Score -5991912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5991907.000000 Penalty: 5452.832520
	Iteration 67Q: 3 clusters Score -5991907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5991911.000000 Penalty: 5452.832520
	Iteration 68Q: 3 clusters Score -5991911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5991917.000000 Penalty: 5452.832520
	Iteration 69Q: 3 clusters Score -5991917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5991912.500000 Penalty: 5452.832520
	Iteration 70Q: 3 clusters Score -5991912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -5991910.500000 Penalty: 5452.832520
	Iteration 71Q: 3 clusters Score -5991910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5991922.500000 Penalty: 5452.832520
	Iteration 72Q: 3 clusters Score -5991922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5991913.000000 Penalty: 5452.832520
	Iteration 73Q: 3 clusters Score -5991913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5991922.500000 Penalty: 5452.832520
	Iteration 74Q: 3 clusters Score -5991922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5991933.000000 Penalty: 5452.832520
	Iteration 75Q: 3 clusters Score -5991933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5991934.500000 Penalty: 5452.832520
	Iteration 76Q: 3 clusters Score -5991934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5991932.000000 Penalty: 5452.832520
	Iteration 77Q: 3 clusters Score -5991932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5991932.500000 Penalty: 5452.832520
	Iteration 78Q: 3 clusters Score -5991932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -5991931.500000 Penalty: 5452.832520
	Iteration 79Q: 3 clusters Score -5991932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5991933.500000 Penalty: 5452.832520
	Iteration 80F: 3 clusters Score -5991934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5991936.000000 Penalty: 5452.832520
	Iteration 81Q: 3 clusters Score -5991936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5991928.000000 Penalty: 5452.832520
	Iteration 82Q: 3 clusters Score -5991928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5991931.500000 Penalty: 5452.832520
	Iteration 83Q: 3 clusters Score -5991932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5991932.000000 Penalty: 5452.832520
	Iteration 84Q: 3 clusters Score -5991932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5991930.000000 Penalty: 5452.832520
	Iteration 85Q: 3 clusters Score -5991930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5991930.000000 Penalty: 5452.832520
	Iteration 86Q: 3 clusters Score -5991930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5991932.000000 Penalty: 5452.832520
	Iteration 87Q: 3 clusters Score -5991932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5991932.000000 Penalty: 5452.832520
	Iteration 88F: 3 clusters Score -5991932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -162684.546875 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -162684.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -160254.250000 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -160254.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -160656.359375 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -160656.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -160792.265625 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -160792.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -160893.546875 Penalty: 3689.729980
	Iteration 3Q: 3 clusters Score -160893.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -160962.578125 Penalty: 3689.729980
	Iteration 4Q: 3 clusters Score -160962.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -161062.265625 Penalty: 3689.729980
	Iteration 5Q: 3 clusters Score -161062.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -161140.734375 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -161140.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -161213.140625 Penalty: 3689.729980
	Iteration 7Q: 3 clusters Score -161213.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -161290.015625 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -161290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -161349.546875 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -161349.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -161379.687500 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -161379.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -161410.312500 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -161410.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -161435.781250 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -161435.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -161458.093750 Penalty: 3689.729980
	Iteration 13Q: 3 clusters Score -161458.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -161480.390625 Penalty: 3689.729980
	Iteration 14Q: 3 clusters Score -161480.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -161504.625000 Penalty: 3689.729980
	Iteration 15Q: 3 clusters Score -161504.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -161528.859375 Penalty: 3689.729980
	Iteration 16Q: 3 clusters Score -161528.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -161549.296875 Penalty: 3689.729980
	Iteration 17Q: 3 clusters Score -161549.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -161564.484375 Penalty: 3689.729980
	Iteration 18Q: 3 clusters Score -161564.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -161571.671875 Penalty: 3689.729980
	Iteration 19Q: 3 clusters Score -161571.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -161574.296875 Penalty: 3689.729980
	Iteration 20F: 3 clusters Score -161574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -161578.078125 Penalty: 3689.729980
	Iteration 21Q: 3 clusters Score -161578.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -161581.609375 Penalty: 3689.729980
	Iteration 22Q: 3 clusters Score -161581.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -161585.093750 Penalty: 3689.729980
	Iteration 23Q: 3 clusters Score -161585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -161591.156250 Penalty: 3689.729980
	Iteration 24Q: 3 clusters Score -161591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -161595.000000 Penalty: 3689.729980
	Iteration 25Q: 3 clusters Score -161595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -161597.984375 Penalty: 3689.729980
	Iteration 26Q: 3 clusters Score -161598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161604.531250 Penalty: 3689.729980
	Iteration 27Q: 3 clusters Score -161604.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161606.437500 Penalty: 3689.729980
	Iteration 28Q: 3 clusters Score -161606.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -161609.109375 Penalty: 3689.729980
	Iteration 29Q: 3 clusters Score -161609.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161612.937500 Penalty: 3689.729980
	Iteration 30Q: 3 clusters Score -161612.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161614.000000 Penalty: 3689.729980
	Iteration 31Q: 3 clusters Score -161614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -161616.031250 Penalty: 3689.729980
	Iteration 32Q: 3 clusters Score -161616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -161616.703125 Penalty: 3689.729980
	Iteration 33Q: 3 clusters Score -161616.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -161619.312500 Penalty: 3689.729980
	Iteration 34Q: 3 clusters Score -161619.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161620.187500 Penalty: 3689.729980
	Iteration 35Q: 3 clusters Score -161620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -161621.140625 Penalty: 3689.729980
	Iteration 36Q: 3 clusters Score -161621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -161621.468750 Penalty: 3689.729980
	Iteration 37Q: 3 clusters Score -161621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -161621.671875 Penalty: 3689.729980
	Iteration 38Q: 3 clusters Score -161621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -161621.671875 Penalty: 3689.729980
	Iteration 39F: 3 clusters Score -161621.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Entering Unmasked Estep 
Score: -3458372.000000 Penalty: 2598.045898
	Iteration 0F: 2 clusters Score -3458372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3434256.250000 Penalty: 5196.091797
	Iteration 0F: 3 clusters Score -3434256 nChanged 16026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3443166.500000 Penalty: 5196.091797
	Iteration 1F: 3 clusters Score -3443166 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3443757.000000 Penalty: 5196.091797
	Iteration 2Q: 3 clusters Score -3443757 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3444324.000000 Penalty: 5196.091797
	Iteration 3Q: 3 clusters Score -3444324 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3444944.000000 Penalty: 5196.091797
	Iteration 4Q: 3 clusters Score -3444944 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3445642.250000 Penalty: 5196.091797
	Iteration 5Q: 3 clusters Score -3445642 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3446490.750000 Penalty: 5196.091797
	Iteration 6Q: 3 clusters Score -3446491 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3447456.250000 Penalty: 5196.091797
	Iteration 7Q: 3 clusters Score -3447456 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3448637.000000 Penalty: 5196.091797
	Iteration 8F: 3 clusters Score -3448637 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3449987.000000 Penalty: 5196.091797
	Iteration 9F: 3 clusters Score -3449987 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -3451434.750000 Penalty: 5196.091797
	Iteration 10F: 3 clusters Score -3451435 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3452694.750000 Penalty: 5196.091797
	Iteration 11Q: 3 clusters Score -3452695 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -3453818.250000 Penalty: 5196.091797
	Iteration 12Q: 3 clusters Score -3453818 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3454739.500000 Penalty: 5196.091797
	Iteration 13Q: 3 clusters Score -3454740 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3455391.000000 Penalty: 5196.091797
	Iteration 14Q: 3 clusters Score -3455391 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3455816.250000 Penalty: 5196.091797
	Iteration 15Q: 3 clusters Score -3455816 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3456069.750000 Penalty: 5196.091797
	Iteration 16Q: 3 clusters Score -3456070 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3456245.250000 Penalty: 5196.091797
	Iteration 17Q: 3 clusters Score -3456245 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3456377.500000 Penalty: 5196.091797
	Iteration 18Q: 3 clusters Score -3456378 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3456480.500000 Penalty: 5196.091797
	Iteration 19Q: 3 clusters Score -3456480 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3456558.750000 Penalty: 5196.091797
	Iteration 20F: 3 clusters Score -3456559 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3456607.750000 Penalty: 5196.091797
	Iteration 21Q: 3 clusters Score -3456608 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3456669.250000 Penalty: 5196.091797
	Iteration 22Q: 3 clusters Score -3456669 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3456739.750000 Penalty: 5196.091797
	Iteration 23Q: 3 clusters Score -3456740 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3456799.750000 Penalty: 5196.091797
	Iteration 24Q: 3 clusters Score -3456800 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3456880.000000 Penalty: 5196.091797
	Iteration 25Q: 3 clusters Score -3456880 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3456956.500000 Penalty: 5196.091797
	Iteration 26Q: 3 clusters Score -3456956 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3457036.750000 Penalty: 5196.091797
	Iteration 27Q: 3 clusters Score -3457037 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3457096.250000 Penalty: 5196.091797
	Iteration 28Q: 3 clusters Score -3457096 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3457169.500000 Penalty: 5196.091797
	Iteration 29Q: 3 clusters Score -3457170 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3457206.750000 Penalty: 5196.091797
	Iteration 30Q: 3 clusters Score -3457207 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3457247.250000 Penalty: 5196.091797
	Iteration 31Q: 3 clusters Score -3457247 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3457271.250000 Penalty: 5196.091797
	Iteration 32Q: 3 clusters Score -3457271 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3457299.000000 Penalty: 5196.091797
	Iteration 33Q: 3 clusters Score -3457299 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3457320.250000 Penalty: 5196.091797
	Iteration 34Q: 3 clusters Score -3457320 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3457338.250000 Penalty: 5196.091797
	Iteration 35Q: 3 clusters Score -3457338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3457349.000000 Penalty: 5196.091797
	Iteration 36Q: 3 clusters Score -3457349 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3457358.750000 Penalty: 5196.091797
	Iteration 37Q: 3 clusters Score -3457359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3457368.000000 Penalty: 5196.091797
	Iteration 38Q: 3 clusters Score -3457368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3457378.750000 Penalty: 5196.091797
	Iteration 39Q: 3 clusters Score -3457379 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3457387.750000 Penalty: 5196.091797
	Iteration 40F: 3 clusters Score -3457388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3457398.250000 Penalty: 5196.091797
	Iteration 41Q: 3 clusters Score -3457398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3457402.250000 Penalty: 5196.091797
	Iteration 42Q: 3 clusters Score -3457402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3457427.250000 Penalty: 5196.091797
	Iteration 43Q: 3 clusters Score -3457427 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3457437.250000 Penalty: 5196.091797
	Iteration 44Q: 3 clusters Score -3457437 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3457448.250000 Penalty: 5196.091797
	Iteration 45Q: 3 clusters Score -3457448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3457453.500000 Penalty: 5196.091797
	Iteration 46Q: 3 clusters Score -3457454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3457468.750000 Penalty: 5196.091797
	Iteration 47Q: 3 clusters Score -3457469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3457470.250000 Penalty: 5196.091797
	Iteration 48Q: 3 clusters Score -3457470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3457479.750000 Penalty: 5196.091797
	Iteration 49Q: 3 clusters Score -3457480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3457481.750000 Penalty: 5196.091797
	Iteration 50Q: 3 clusters Score -3457482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3457495.750000 Penalty: 5196.091797
	Iteration 51Q: 3 clusters Score -3457496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3457497.500000 Penalty: 5196.091797
	Iteration 52Q: 3 clusters Score -3457498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3457514.750000 Penalty: 5196.091797
	Iteration 53Q: 3 clusters Score -3457515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3457516.000000 Penalty: 5196.091797
	Iteration 54Q: 3 clusters Score -3457516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3457528.500000 Penalty: 5196.091797
	Iteration 55Q: 3 clusters Score -3457528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3457534.750000 Penalty: 5196.091797
	Iteration 56Q: 3 clusters Score -3457535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3457538.500000 Penalty: 5196.091797
	Iteration 57Q: 3 clusters Score -3457538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3457548.000000 Penalty: 5196.091797
	Iteration 58Q: 3 clusters Score -3457548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3457545.250000 Penalty: 5196.091797
	Iteration 59Q: 3 clusters Score -3457545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3457555.250000 Penalty: 5196.091797
	Iteration 60F: 3 clusters Score -3457555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3457550.750000 Penalty: 5196.091797
	Iteration 61Q: 3 clusters Score -3457551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3457559.000000 Penalty: 5196.091797
	Iteration 62Q: 3 clusters Score -3457559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3457567.750000 Penalty: 5196.091797
	Iteration 63Q: 3 clusters Score -3457568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3457579.000000 Penalty: 5196.091797
	Iteration 64Q: 3 clusters Score -3457579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -3457593.500000 Penalty: 5196.091797
	Iteration 65Q: 3 clusters Score -3457594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -3457607.500000 Penalty: 5196.091797
	Iteration 66Q: 3 clusters Score -3457608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3457618.250000 Penalty: 5196.091797
	Iteration 67Q: 3 clusters Score -3457618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3457635.250000 Penalty: 5196.091797
	Iteration 68Q: 3 clusters Score -3457635 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3457647.750000 Penalty: 5196.091797
	Iteration 69Q: 3 clusters Score -3457648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3457672.500000 Penalty: 5196.091797
	Iteration 70Q: 3 clusters Score -3457672 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3457683.750000 Penalty: 5196.091797
	Iteration 71Q: 3 clusters Score -3457684 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3457710.500000 Penalty: 5196.091797
	Iteration 72Q: 3 clusters Score -3457710 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3457739.000000 Penalty: 5196.091797
	Iteration 73Q: 3 clusters Score -3457739 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -3457757.750000 Penalty: 5196.091797
	Iteration 74Q: 3 clusters Score -3457758 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3457783.500000 Penalty: 5196.091797
	Iteration 75Q: 3 clusters Score -3457784 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3457821.750000 Penalty: 5196.091797
	Iteration 76Q: 3 clusters Score -3457822 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3457834.750000 Penalty: 5196.091797
	Iteration 77Q: 3 clusters Score -3457835 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -3457862.750000 Penalty: 5196.091797
	Iteration 78Q: 3 clusters Score -3457863 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -3457892.000000 Penalty: 5196.091797
	Iteration 79Q: 3 clusters Score -3457892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -3457888.750000 Penalty: 5196.091797
	Iteration 80F: 3 clusters Score -3457889 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3457912.000000 Penalty: 5196.091797
	Iteration 81Q: 3 clusters Score -3457912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3457913.500000 Penalty: 5196.091797
	Iteration 82Q: 3 clusters Score -3457914 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3457922.000000 Penalty: 5196.091797
	Iteration 83Q: 3 clusters Score -3457922 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -3457929.250000 Penalty: 5196.091797
	Iteration 84Q: 3 clusters Score -3457929 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3457952.250000 Penalty: 5196.091797
	Iteration 85Q: 3 clusters Score -3457952 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3457971.500000 Penalty: 5196.091797
	Iteration 86Q: 3 clusters Score -3457972 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3457996.500000 Penalty: 5196.091797
	Iteration 87Q: 3 clusters Score -3457996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -3458002.250000 Penalty: 5196.091797
	Iteration 88Q: 3 clusters Score -3458002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -3458019.250000 Penalty: 5196.091797
	Iteration 89Q: 3 clusters Score -3458019 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3458026.750000 Penalty: 5196.091797
	Iteration 90Q: 3 clusters Score -3458027 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3458037.250000 Penalty: 5196.091797
	Iteration 91Q: 3 clusters Score -3458037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -3458048.250000 Penalty: 5196.091797
	Iteration 92Q: 3 clusters Score -3458048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -3458041.250000 Penalty: 5196.091797
	Iteration 93Q: 3 clusters Score -3458041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3458048.750000 Penalty: 5196.091797
	Iteration 94Q: 3 clusters Score -3458049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3458046.000000 Penalty: 5196.091797
	Iteration 95Q: 3 clusters Score -3458046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3458049.250000 Penalty: 5196.091797
	Iteration 96Q: 3 clusters Score -3458049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -3458050.000000 Penalty: 5196.091797
	Iteration 97Q: 3 clusters Score -3458050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3458051.750000 Penalty: 5196.091797
	Iteration 98Q: 3 clusters Score -3458052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3458062.750000 Penalty: 5196.091797
	Iteration 99Q: 3 clusters Score -3458063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3458072.750000 Penalty: 5196.091797
	Iteration 100F: 3 clusters Score -3458073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -3458070.250000 Penalty: 5196.091797
	Iteration 101Q: 3 clusters Score -3458070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3458065.250000 Penalty: 5196.091797
	Iteration 102Q: 3 clusters Score -3458065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -3458072.750000 Penalty: 5196.091797
	Iteration 103Q: 3 clusters Score -3458073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -3458074.000000 Penalty: 5196.091797
	Iteration 104Q: 3 clusters Score -3458074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -3458077.750000 Penalty: 5196.091797
	Iteration 105Q: 3 clusters Score -3458078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -3458076.750000 Penalty: 5196.091797
	Iteration 106Q: 3 clusters Score -3458077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -3458078.250000 Penalty: 5196.091797
	Iteration 107Q: 3 clusters Score -3458078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -3458073.250000 Penalty: 5196.091797
	Iteration 108Q: 3 clusters Score -3458073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3458078.250000 Penalty: 5196.091797
	Iteration 109Q: 3 clusters Score -3458078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3458083.500000 Penalty: 5196.091797
	Iteration 110Q: 3 clusters Score -3458084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -3458080.000000 Penalty: 5196.091797
	Iteration 111Q: 3 clusters Score -3458080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -3458081.750000 Penalty: 5196.091797
	Iteration 112Q: 3 clusters Score -3458082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3458079.250000 Penalty: 5196.091797
	Iteration 113Q: 3 clusters Score -3458079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3458084.500000 Penalty: 5196.091797
	Iteration 114Q: 3 clusters Score -3458084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3458087.500000 Penalty: 5196.091797
	Iteration 115Q: 3 clusters Score -3458088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3458083.500000 Penalty: 5196.091797
	Iteration 116Q: 3 clusters Score -3458084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -3458081.000000 Penalty: 5196.091797
	Iteration 117Q: 3 clusters Score -3458081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3458078.500000 Penalty: 5196.091797
	Iteration 118Q: 3 clusters Score -3458078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3458081.750000 Penalty: 5196.091797
	Iteration 119Q: 3 clusters Score -3458082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -3458085.750000 Penalty: 5196.091797
	Iteration 120F: 3 clusters Score -3458086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -3458091.000000 Penalty: 5196.091797
	Iteration 121Q: 3 clusters Score -3458091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -3458087.250000 Penalty: 5196.091797
	Iteration 122Q: 3 clusters Score -3458087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3458088.000000 Penalty: 5196.091797
	Iteration 123Q: 3 clusters Score -3458088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3458087.750000 Penalty: 5196.091797
	Iteration 124Q: 3 clusters Score -3458088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3458089.500000 Penalty: 5196.091797
	Iteration 125Q: 3 clusters Score -3458090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -3458090.000000 Penalty: 5196.091797
	Iteration 126Q: 3 clusters Score -3458090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3458095.000000 Penalty: 5196.091797
	Iteration 127Q: 3 clusters Score -3458095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3458096.000000 Penalty: 5196.091797
	Iteration 128Q: 3 clusters Score -3458096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3458091.750000 Penalty: 5196.091797
	Iteration 129Q: 3 clusters Score -3458092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3458095.250000 Penalty: 5196.091797
	Iteration 130Q: 3 clusters Score -3458095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -3458090.500000 Penalty: 5196.091797
	Iteration 131Q: 3 clusters Score -3458090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -3458096.000000 Penalty: 5196.091797
	Iteration 132Q: 3 clusters Score -3458096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3458094.750000 Penalty: 5196.091797
	Iteration 133Q: 3 clusters Score -3458095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -3458095.000000 Penalty: 5196.091797
	Iteration 134Q: 3 clusters Score -3458095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -3458091.750000 Penalty: 5196.091797
	Iteration 135Q: 3 clusters Score -3458092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3458091.750000 Penalty: 5196.091797
	Iteration 136Q: 3 clusters Score -3458092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3458096.250000 Penalty: 5196.091797
	Iteration 137Q: 3 clusters Score -3458096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -3458099.750000 Penalty: 5196.091797
	Iteration 138Q: 3 clusters Score -3458100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -3458099.250000 Penalty: 5196.091797
	Iteration 139Q: 3 clusters Score -3458099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3458096.000000 Penalty: 5196.091797
	Iteration 140F: 3 clusters Score -3458096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -3458097.500000 Penalty: 5196.091797
	Iteration 141Q: 3 clusters Score -3458098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3458098.250000 Penalty: 5196.091797
	Iteration 142Q: 3 clusters Score -3458098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3458098.500000 Penalty: 5196.091797
	Iteration 143Q: 3 clusters Score -3458098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3458093.000000 Penalty: 5196.091797
	Iteration 144Q: 3 clusters Score -3458093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3458093.000000 Penalty: 5196.091797
	Iteration 145F: 3 clusters Score -3458093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Entering Unmasked Estep 
Score: -1686581.500000 Penalty: 2407.468506
	Iteration 0F: 2 clusters Score -1686582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1674817.875000 Penalty: 4814.937012
	Iteration 0F: 3 clusters Score -1674818 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1678554.000000 Penalty: 4814.937012
	Iteration 1F: 3 clusters Score -1678554 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1678897.375000 Penalty: 4814.937012
	Iteration 2F: 3 clusters Score -1678897 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1679122.875000 Penalty: 4814.937012
	Iteration 3Q: 3 clusters Score -1679123 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1679302.000000 Penalty: 4814.937012
	Iteration 4Q: 3 clusters Score -1679302 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1679457.000000 Penalty: 4814.937012
	Iteration 5Q: 3 clusters Score -1679457 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1679599.125000 Penalty: 4814.937012
	Iteration 6Q: 3 clusters Score -1679599 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1679744.000000 Penalty: 4814.937012
	Iteration 7Q: 3 clusters Score -1679744 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1679885.875000 Penalty: 4814.937012
	Iteration 8Q: 3 clusters Score -1679886 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1680053.250000 Penalty: 4814.937012
	Iteration 9Q: 3 clusters Score -1680053 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1680251.125000 Penalty: 4814.937012
	Iteration 10Q: 3 clusters Score -1680251 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1680505.750000 Penalty: 4814.937012
	Iteration 11Q: 3 clusters Score -1680506 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1680828.500000 Penalty: 4814.937012
	Iteration 12Q: 3 clusters Score -1680828 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1681286.000000 Penalty: 4814.937012
	Iteration 13Q: 3 clusters Score -1681286 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1681846.500000 Penalty: 4814.937012
	Iteration 14Q: 3 clusters Score -1681846 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1682432.250000 Penalty: 4814.937012
	Iteration 15Q: 3 clusters Score -1682432 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1682985.625000 Penalty: 4814.937012
	Iteration 16Q: 3 clusters Score -1682986 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1683451.750000 Penalty: 4814.937012
	Iteration 17Q: 3 clusters Score -1683452 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1683799.125000 Penalty: 4814.937012
	Iteration 18Q: 3 clusters Score -1683799 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1684026.250000 Penalty: 4814.937012
	Iteration 19Q: 3 clusters Score -1684026 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1684182.750000 Penalty: 4814.937012
	Iteration 20F: 3 clusters Score -1684183 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1684306.000000 Penalty: 4814.937012
	Iteration 21Q: 3 clusters Score -1684306 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1684382.000000 Penalty: 4814.937012
	Iteration 22Q: 3 clusters Score -1684382 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1684450.125000 Penalty: 4814.937012
	Iteration 23Q: 3 clusters Score -1684450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1684496.875000 Penalty: 4814.937012
	Iteration 24Q: 3 clusters Score -1684497 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1684522.750000 Penalty: 4814.937012
	Iteration 25Q: 3 clusters Score -1684523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1684548.375000 Penalty: 4814.937012
	Iteration 26Q: 3 clusters Score -1684548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1684572.875000 Penalty: 4814.937012
	Iteration 27Q: 3 clusters Score -1684573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1684590.250000 Penalty: 4814.937012
	Iteration 28Q: 3 clusters Score -1684590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1684608.875000 Penalty: 4814.937012
	Iteration 29Q: 3 clusters Score -1684609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1684617.000000 Penalty: 4814.937012
	Iteration 30Q: 3 clusters Score -1684617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1684625.250000 Penalty: 4814.937012
	Iteration 31Q: 3 clusters Score -1684625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1684627.125000 Penalty: 4814.937012
	Iteration 32Q: 3 clusters Score -1684627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1684633.875000 Penalty: 4814.937012
	Iteration 33Q: 3 clusters Score -1684634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1684640.375000 Penalty: 4814.937012
	Iteration 34Q: 3 clusters Score -1684640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1684647.625000 Penalty: 4814.937012
	Iteration 35Q: 3 clusters Score -1684648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1684650.000000 Penalty: 4814.937012
	Iteration 36Q: 3 clusters Score -1684650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1684648.875000 Penalty: 4814.937012
	Iteration 37Q: 3 clusters Score -1684649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1684651.000000 Penalty: 4814.937012
	Iteration 38Q: 3 clusters Score -1684651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1684652.250000 Penalty: 4814.937012
	Iteration 39Q: 3 clusters Score -1684652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1684657.875000 Penalty: 4814.937012
	Iteration 40F: 3 clusters Score -1684658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1684655.625000 Penalty: 4814.937012
	Iteration 41Q: 3 clusters Score -1684656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1684659.000000 Penalty: 4814.937012
	Iteration 42Q: 3 clusters Score -1684659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1684657.500000 Penalty: 4814.937012
	Iteration 43Q: 3 clusters Score -1684658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1684659.625000 Penalty: 4814.937012
	Iteration 44Q: 3 clusters Score -1684660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1684661.375000 Penalty: 4814.937012
	Iteration 45Q: 3 clusters Score -1684661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1684667.000000 Penalty: 4814.937012
	Iteration 46Q: 3 clusters Score -1684667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1684667.000000 Penalty: 4814.937012
	Iteration 47F: 3 clusters Score -1684667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Entering Unmasked Estep 
Score: -2922347.000000 Penalty: 2572.563965
	Iteration 0F: 2 clusters Score -2922347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2900403.000000 Penalty: 5145.127930
	Iteration 0F: 3 clusters Score -2900403 nChanged 14558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2908457.000000 Penalty: 5145.127930
	Iteration 1F: 3 clusters Score -2908457 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2909107.500000 Penalty: 5145.127930
	Iteration 2F: 3 clusters Score -2909108 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2909712.250000 Penalty: 5145.127930
	Iteration 3Q: 3 clusters Score -2909712 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2910357.750000 Penalty: 5145.127930
	Iteration 4Q: 3 clusters Score -2910358 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2910987.000000 Penalty: 5145.127930
	Iteration 5Q: 3 clusters Score -2910987 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2911750.000000 Penalty: 5145.127930
	Iteration 6Q: 3 clusters Score -2911750 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2912588.250000 Penalty: 5145.127930
	Iteration 7Q: 3 clusters Score -2912588 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2913518.250000 Penalty: 5145.127930
	Iteration 8Q: 3 clusters Score -2913518 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2914394.500000 Penalty: 5145.127930
	Iteration 9Q: 3 clusters Score -2914394 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2915137.500000 Penalty: 5145.127930
	Iteration 10Q: 3 clusters Score -2915138 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2915664.500000 Penalty: 5145.127930
	Iteration 11Q: 3 clusters Score -2915664 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2915975.750000 Penalty: 5145.127930
	Iteration 12Q: 3 clusters Score -2915976 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2916169.750000 Penalty: 5145.127930
	Iteration 13Q: 3 clusters Score -2916170 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2916299.000000 Penalty: 5145.127930
	Iteration 14Q: 3 clusters Score -2916299 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2916424.750000 Penalty: 5145.127930
	Iteration 15Q: 3 clusters Score -2916425 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2916514.250000 Penalty: 5145.127930
	Iteration 16Q: 3 clusters Score -2916514 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2916599.250000 Penalty: 5145.127930
	Iteration 17Q: 3 clusters Score -2916599 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2916673.750000 Penalty: 5145.127930
	Iteration 18Q: 3 clusters Score -2916674 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2916751.250000 Penalty: 5145.127930
	Iteration 19Q: 3 clusters Score -2916751 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2916843.500000 Penalty: 5145.127930
	Iteration 20F: 3 clusters Score -2916844 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2916917.500000 Penalty: 5145.127930
	Iteration 21Q: 3 clusters Score -2916918 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2917002.000000 Penalty: 5145.127930
	Iteration 22Q: 3 clusters Score -2917002 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2917102.000000 Penalty: 5145.127930
	Iteration 23Q: 3 clusters Score -2917102 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2917192.250000 Penalty: 5145.127930
	Iteration 24Q: 3 clusters Score -2917192 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2917267.000000 Penalty: 5145.127930
	Iteration 25Q: 3 clusters Score -2917267 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2917316.750000 Penalty: 5145.127930
	Iteration 26Q: 3 clusters Score -2917317 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2917380.500000 Penalty: 5145.127930
	Iteration 27Q: 3 clusters Score -2917380 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2917441.750000 Penalty: 5145.127930
	Iteration 28Q: 3 clusters Score -2917442 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2917478.250000 Penalty: 5145.127930
	Iteration 29Q: 3 clusters Score -2917478 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2917518.250000 Penalty: 5145.127930
	Iteration 30Q: 3 clusters Score -2917518 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2917547.250000 Penalty: 5145.127930
	Iteration 31Q: 3 clusters Score -2917547 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2917580.500000 Penalty: 5145.127930
	Iteration 32Q: 3 clusters Score -2917580 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2917618.750000 Penalty: 5145.127930
	Iteration 33Q: 3 clusters Score -2917619 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2917646.000000 Penalty: 5145.127930
	Iteration 34Q: 3 clusters Score -2917646 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2917656.750000 Penalty: 5145.127930
	Iteration 35Q: 3 clusters Score -2917657 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2917674.500000 Penalty: 5145.127930
	Iteration 36Q: 3 clusters Score -2917674 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2917707.250000 Penalty: 5145.127930
	Iteration 37Q: 3 clusters Score -2917707 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2917720.750000 Penalty: 5145.127930
	Iteration 38Q: 3 clusters Score -2917721 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2917731.000000 Penalty: 5145.127930
	Iteration 39Q: 3 clusters Score -2917731 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2917764.500000 Penalty: 5145.127930
	Iteration 40F: 3 clusters Score -2917764 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2917778.500000 Penalty: 5145.127930
	Iteration 41Q: 3 clusters Score -2917778 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2917796.000000 Penalty: 5145.127930
	Iteration 42Q: 3 clusters Score -2917796 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2917818.500000 Penalty: 5145.127930
	Iteration 43Q: 3 clusters Score -2917818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2917833.500000 Penalty: 5145.127930
	Iteration 44Q: 3 clusters Score -2917834 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2917841.500000 Penalty: 5145.127930
	Iteration 45Q: 3 clusters Score -2917842 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2917860.750000 Penalty: 5145.127930
	Iteration 46Q: 3 clusters Score -2917861 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2917894.000000 Penalty: 5145.127930
	Iteration 47Q: 3 clusters Score -2917894 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2917920.500000 Penalty: 5145.127930
	Iteration 48Q: 3 clusters Score -2917920 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2917934.250000 Penalty: 5145.127930
	Iteration 49Q: 3 clusters Score -2917934 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2917966.500000 Penalty: 5145.127930
	Iteration 50Q: 3 clusters Score -2917966 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2917997.750000 Penalty: 5145.127930
	Iteration 51Q: 3 clusters Score -2917998 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2918030.000000 Penalty: 5145.127930
	Iteration 52Q: 3 clusters Score -2918030 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2918058.250000 Penalty: 5145.127930
	Iteration 53Q: 3 clusters Score -2918058 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2918096.750000 Penalty: 5145.127930
	Iteration 54Q: 3 clusters Score -2918097 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2918139.750000 Penalty: 5145.127930
	Iteration 55Q: 3 clusters Score -2918140 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2918170.750000 Penalty: 5145.127930
	Iteration 56Q: 3 clusters Score -2918171 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -2918230.250000 Penalty: 5145.127930
	Iteration 57Q: 3 clusters Score -2918230 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2918269.750000 Penalty: 5145.127930
	Iteration 58Q: 3 clusters Score -2918270 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2918315.000000 Penalty: 5145.127930
	Iteration 59Q: 3 clusters Score -2918315 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2918365.250000 Penalty: 5145.127930
	Iteration 60F: 3 clusters Score -2918365 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -2918416.000000 Penalty: 5145.127930
	Iteration 61Q: 3 clusters Score -2918416 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -2918472.000000 Penalty: 5145.127930
	Iteration 62Q: 3 clusters Score -2918472 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -2918515.000000 Penalty: 5145.127930
	Iteration 63Q: 3 clusters Score -2918515 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -2918563.250000 Penalty: 5145.127930
	Iteration 64Q: 3 clusters Score -2918563 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -2918609.000000 Penalty: 5145.127930
	Iteration 65Q: 3 clusters Score -2918609 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -2918665.750000 Penalty: 5145.127930
	Iteration 66Q: 3 clusters Score -2918666 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -2918720.750000 Penalty: 5145.127930
	Iteration 67Q: 3 clusters Score -2918721 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -2918780.500000 Penalty: 5145.127930
	Iteration 68Q: 3 clusters Score -2918780 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -2918836.250000 Penalty: 5145.127930
	Iteration 69Q: 3 clusters Score -2918836 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -2918896.750000 Penalty: 5145.127930
	Iteration 70Q: 3 clusters Score -2918897 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -2918974.750000 Penalty: 5145.127930
	Iteration 71Q: 3 clusters Score -2918975 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -2919021.000000 Penalty: 5145.127930
	Iteration 72Q: 3 clusters Score -2919021 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -2919060.000000 Penalty: 5145.127930
	Iteration 73Q: 3 clusters Score -2919060 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -2919107.250000 Penalty: 5145.127930
	Iteration 74Q: 3 clusters Score -2919107 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -2919134.500000 Penalty: 5145.127930
	Iteration 75Q: 3 clusters Score -2919134 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -2919191.500000 Penalty: 5145.127930
	Iteration 76Q: 3 clusters Score -2919192 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -2919227.250000 Penalty: 5145.127930
	Iteration 77Q: 3 clusters Score -2919227 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -2919277.000000 Penalty: 5145.127930
	Iteration 78Q: 3 clusters Score -2919277 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -2919302.750000 Penalty: 5145.127930
	Iteration 79Q: 3 clusters Score -2919303 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -2919340.750000 Penalty: 5145.127930
	Iteration 80F: 3 clusters Score -2919341 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -2919371.500000 Penalty: 5145.127930
	Iteration 81Q: 3 clusters Score -2919372 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -2919393.000000 Penalty: 5145.127930
	Iteration 82Q: 3 clusters Score -2919393 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -2919439.750000 Penalty: 5145.127930
	Iteration 83Q: 3 clusters Score -2919440 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -2919485.000000 Penalty: 5145.127930
	Iteration 84Q: 3 clusters Score -2919485 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -2919514.500000 Penalty: 5145.127930
	Iteration 85Q: 3 clusters Score -2919514 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -2919560.500000 Penalty: 5145.127930
	Iteration 86Q: 3 clusters Score -2919560 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -2919597.000000 Penalty: 5145.127930
	Iteration 87Q: 3 clusters Score -2919597 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -2919627.750000 Penalty: 5145.127930
	Iteration 88Q: 3 clusters Score -2919628 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -2919650.000000 Penalty: 5145.127930
	Iteration 89Q: 3 clusters Score -2919650 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -2919672.250000 Penalty: 5145.127930
	Iteration 90Q: 3 clusters Score -2919672 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -2919699.750000 Penalty: 5145.127930
	Iteration 91Q: 3 clusters Score -2919700 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -2919738.500000 Penalty: 5145.127930
	Iteration 92Q: 3 clusters Score -2919738 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -2919780.000000 Penalty: 5145.127930
	Iteration 93Q: 3 clusters Score -2919780 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -2919805.000000 Penalty: 5145.127930
	Iteration 94Q: 3 clusters Score -2919805 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -2919846.500000 Penalty: 5145.127930
	Iteration 95Q: 3 clusters Score -2919846 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -2919884.250000 Penalty: 5145.127930
	Iteration 96Q: 3 clusters Score -2919884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -2919920.750000 Penalty: 5145.127930
	Iteration 97Q: 3 clusters Score -2919921 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -2919943.000000 Penalty: 5145.127930
	Iteration 98Q: 3 clusters Score -2919943 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -2919981.000000 Penalty: 5145.127930
	Iteration 99Q: 3 clusters Score -2919981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -2920016.750000 Penalty: 5145.127930
	Iteration 100F: 3 clusters Score -2920017 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -2920071.750000 Penalty: 5145.127930
	Iteration 101Q: 3 clusters Score -2920072 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -2920104.250000 Penalty: 5145.127930
	Iteration 102Q: 3 clusters Score -2920104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -2920148.000000 Penalty: 5145.127930
	Iteration 103Q: 3 clusters Score -2920148 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -2920176.500000 Penalty: 5145.127930
	Iteration 104Q: 3 clusters Score -2920176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -2920206.000000 Penalty: 5145.127930
	Iteration 105Q: 3 clusters Score -2920206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -2920217.000000 Penalty: 5145.127930
	Iteration 106Q: 3 clusters Score -2920217 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -2920230.750000 Penalty: 5145.127930
	Iteration 107Q: 3 clusters Score -2920231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -2920237.000000 Penalty: 5145.127930
	Iteration 108Q: 3 clusters Score -2920237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -2920251.750000 Penalty: 5145.127930
	Iteration 109Q: 3 clusters Score -2920252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -2920264.000000 Penalty: 5145.127930
	Iteration 110Q: 3 clusters Score -2920264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -2920265.000000 Penalty: 5145.127930
	Iteration 111Q: 3 clusters Score -2920265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -2920276.750000 Penalty: 5145.127930
	Iteration 112Q: 3 clusters Score -2920277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -2920276.000000 Penalty: 5145.127930
	Iteration 113Q: 3 clusters Score -2920276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -2920276.000000 Penalty: 5145.127930
	Iteration 114Q: 3 clusters Score -2920276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -2920283.500000 Penalty: 5145.127930
	Iteration 115Q: 3 clusters Score -2920284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -2920287.750000 Penalty: 5145.127930
	Iteration 116Q: 3 clusters Score -2920288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -2920290.250000 Penalty: 5145.127930
	Iteration 117Q: 3 clusters Score -2920290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -2920295.250000 Penalty: 5145.127930
	Iteration 118Q: 3 clusters Score -2920295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -2920299.500000 Penalty: 5145.127930
	Iteration 119Q: 3 clusters Score -2920300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -2920301.250000 Penalty: 5145.127930
	Iteration 120F: 3 clusters Score -2920301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -2920304.500000 Penalty: 5145.127930
	Iteration 121Q: 3 clusters Score -2920304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -2920304.250000 Penalty: 5145.127930
	Iteration 122Q: 3 clusters Score -2920304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -2920304.500000 Penalty: 5145.127930
	Iteration 123Q: 3 clusters Score -2920304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -2920306.750000 Penalty: 5145.127930
	Iteration 124Q: 3 clusters Score -2920307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -2920313.000000 Penalty: 5145.127930
	Iteration 125Q: 3 clusters Score -2920313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -2920306.750000 Penalty: 5145.127930
	Iteration 126Q: 3 clusters Score -2920307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -2920309.000000 Penalty: 5145.127930
	Iteration 127Q: 3 clusters Score -2920309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -2920310.250000 Penalty: 5145.127930
	Iteration 128Q: 3 clusters Score -2920310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -2920321.000000 Penalty: 5145.127930
	Iteration 129Q: 3 clusters Score -2920321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -2920328.500000 Penalty: 5145.127930
	Iteration 130Q: 3 clusters Score -2920328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -2920323.250000 Penalty: 5145.127930
	Iteration 131Q: 3 clusters Score -2920323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -2920322.750000 Penalty: 5145.127930
	Iteration 132Q: 3 clusters Score -2920323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -2920326.250000 Penalty: 5145.127930
	Iteration 133Q: 3 clusters Score -2920326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -2920329.000000 Penalty: 5145.127930
	Iteration 134Q: 3 clusters Score -2920329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -2920333.750000 Penalty: 5145.127930
	Iteration 135Q: 3 clusters Score -2920334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -2920337.000000 Penalty: 5145.127930
	Iteration 136Q: 3 clusters Score -2920337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -2920340.250000 Penalty: 5145.127930
	Iteration 137Q: 3 clusters Score -2920340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -2920338.250000 Penalty: 5145.127930
	Iteration 138Q: 3 clusters Score -2920338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -2920343.000000 Penalty: 5145.127930
	Iteration 139Q: 3 clusters Score -2920343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -2920340.250000 Penalty: 5145.127930
	Iteration 140F: 3 clusters Score -2920340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -2920347.500000 Penalty: 5145.127930
	Iteration 141Q: 3 clusters Score -2920348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -2920343.750000 Penalty: 5145.127930
	Iteration 142Q: 3 clusters Score -2920344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -2920348.500000 Penalty: 5145.127930
	Iteration 143Q: 3 clusters Score -2920348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -2920345.000000 Penalty: 5145.127930
	Iteration 144Q: 3 clusters Score -2920345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -2920347.750000 Penalty: 5145.127930
	Iteration 145Q: 3 clusters Score -2920348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -2920347.750000 Penalty: 5145.127930
	Iteration 146F: 3 clusters Score -2920348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Entering Unmasked Estep 
Score: -546347.625000 Penalty: 2171.070801
	Iteration 0F: 2 clusters Score -546347.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -541002.687500 Penalty: 4342.141602
	Iteration 0F: 3 clusters Score -541002.7 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -542665.875000 Penalty: 4342.141602
	Iteration 1F: 3 clusters Score -542665.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -543219.750000 Penalty: 4342.141602
	Iteration 2F: 3 clusters Score -543219.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -543584.750000 Penalty: 4342.141602
	Iteration 3F: 3 clusters Score -543584.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -543824.062500 Penalty: 4342.141602
	Iteration 4F: 3 clusters Score -543824.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -543984.125000 Penalty: 4342.141602
	Iteration 5Q: 3 clusters Score -543984.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -544135.750000 Penalty: 4342.141602
	Iteration 6Q: 3 clusters Score -544135.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -544249.625000 Penalty: 4342.141602
	Iteration 7Q: 3 clusters Score -544249.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -544326.937500 Penalty: 4342.141602
	Iteration 8Q: 3 clusters Score -544326.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -544390.000000 Penalty: 4342.141602
	Iteration 9Q: 3 clusters Score -544390 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -544447.687500 Penalty: 4342.141602
	Iteration 10Q: 3 clusters Score -544447.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -544509.812500 Penalty: 4342.141602
	Iteration 11Q: 3 clusters Score -544509.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -544579.250000 Penalty: 4342.141602
	Iteration 12Q: 3 clusters Score -544579.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -544709.187500 Penalty: 4342.141602
	Iteration 13Q: 3 clusters Score -544709.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -544904.562500 Penalty: 4342.141602
	Iteration 14Q: 3 clusters Score -544904.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -544998.625000 Penalty: 4342.141602
	Iteration 15Q: 3 clusters Score -544998.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -545048.937500 Penalty: 4342.141602
	Iteration 16Q: 3 clusters Score -545048.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -545082.000000 Penalty: 4342.141602
	Iteration 17Q: 3 clusters Score -545082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -545103.750000 Penalty: 4342.141602
	Iteration 18Q: 3 clusters Score -545103.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -545119.812500 Penalty: 4342.141602
	Iteration 19Q: 3 clusters Score -545119.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -545133.250000 Penalty: 4342.141602
	Iteration 20F: 3 clusters Score -545133.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -545147.812500 Penalty: 4342.141602
	Iteration 21Q: 3 clusters Score -545147.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -545162.812500 Penalty: 4342.141602
	Iteration 22Q: 3 clusters Score -545162.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -545174.750000 Penalty: 4342.141602
	Iteration 23Q: 3 clusters Score -545174.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -545185.625000 Penalty: 4342.141602
	Iteration 24Q: 3 clusters Score -545185.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -545194.625000 Penalty: 4342.141602
	Iteration 25Q: 3 clusters Score -545194.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -545205.125000 Penalty: 4342.141602
	Iteration 26Q: 3 clusters Score -545205.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -545214.500000 Penalty: 4342.141602
	Iteration 27Q: 3 clusters Score -545214.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -545226.062500 Penalty: 4342.141602
	Iteration 28Q: 3 clusters Score -545226.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -545239.312500 Penalty: 4342.141602
	Iteration 29Q: 3 clusters Score -545239.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -545248.625000 Penalty: 4342.141602
	Iteration 30Q: 3 clusters Score -545248.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -545259.000000 Penalty: 4342.141602
	Iteration 31Q: 3 clusters Score -545259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -545265.312500 Penalty: 4342.141602
	Iteration 32Q: 3 clusters Score -545265.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -545270.500000 Penalty: 4342.141602
	Iteration 33Q: 3 clusters Score -545270.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -545273.875000 Penalty: 4342.141602
	Iteration 34Q: 3 clusters Score -545273.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -545274.500000 Penalty: 4342.141602
	Iteration 35Q: 3 clusters Score -545274.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -545275.312500 Penalty: 4342.141602
	Iteration 36Q: 3 clusters Score -545275.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -545275.812500 Penalty: 4342.141602
	Iteration 37Q: 3 clusters Score -545275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -545276.250000 Penalty: 4342.141602
	Iteration 38Q: 3 clusters Score -545276.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -545277.000000 Penalty: 4342.141602
	Iteration 39Q: 3 clusters Score -545277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -545277.937500 Penalty: 4342.141602
	Iteration 40F: 3 clusters Score -545277.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -545280.937500 Penalty: 4342.141602
	Iteration 41Q: 3 clusters Score -545280.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -545280.312500 Penalty: 4342.141602
	Iteration 42Q: 3 clusters Score -545280.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -545283.187500 Penalty: 4342.141602
	Iteration 43Q: 3 clusters Score -545283.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -545286.187500 Penalty: 4342.141602
	Iteration 44Q: 3 clusters Score -545286.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -545286.875000 Penalty: 4342.141602
	Iteration 45Q: 3 clusters Score -545286.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -545288.000000 Penalty: 4342.141602
	Iteration 46Q: 3 clusters Score -545288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -545290.750000 Penalty: 4342.141602
	Iteration 47Q: 3 clusters Score -545290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -545291.375000 Penalty: 4342.141602
	Iteration 48Q: 3 clusters Score -545291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -545290.500000 Penalty: 4342.141602
	Iteration 49Q: 3 clusters Score -545290.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -545291.687500 Penalty: 4342.141602
	Iteration 50Q: 3 clusters Score -545291.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -545294.187500 Penalty: 4342.141602
	Iteration 51Q: 3 clusters Score -545294.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -545296.812500 Penalty: 4342.141602
	Iteration 52Q: 3 clusters Score -545296.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -545302.937500 Penalty: 4342.141602
	Iteration 53Q: 3 clusters Score -545302.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -545307.687500 Penalty: 4342.141602
	Iteration 54Q: 3 clusters Score -545307.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -545309.937500 Penalty: 4342.141602
	Iteration 55Q: 3 clusters Score -545309.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -545312.187500 Penalty: 4342.141602
	Iteration 56Q: 3 clusters Score -545312.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -545316.062500 Penalty: 4342.141602
	Iteration 57Q: 3 clusters Score -545316.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -545318.187500 Penalty: 4342.141602
	Iteration 58Q: 3 clusters Score -545318.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -545326.375000 Penalty: 4342.141602
	Iteration 59Q: 3 clusters Score -545326.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -545337.187500 Penalty: 4342.141602
	Iteration 60F: 3 clusters Score -545337.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -545352.437500 Penalty: 4342.141602
	Iteration 61Q: 3 clusters Score -545352.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -545366.875000 Penalty: 4342.141602
	Iteration 62Q: 3 clusters Score -545366.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -545379.250000 Penalty: 4342.141602
	Iteration 63Q: 3 clusters Score -545379.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -545397.812500 Penalty: 4342.141602
	Iteration 64Q: 3 clusters Score -545397.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -545418.000000 Penalty: 4342.141602
	Iteration 65Q: 3 clusters Score -545418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -545431.062500 Penalty: 4342.141602
	Iteration 66Q: 3 clusters Score -545431.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -545439.437500 Penalty: 4342.141602
	Iteration 67Q: 3 clusters Score -545439.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -545448.875000 Penalty: 4342.141602
	Iteration 68Q: 3 clusters Score -545448.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -545452.750000 Penalty: 4342.141602
	Iteration 69Q: 3 clusters Score -545452.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -545459.125000 Penalty: 4342.141602
	Iteration 70Q: 3 clusters Score -545459.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -545464.250000 Penalty: 4342.141602
	Iteration 71Q: 3 clusters Score -545464.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -545468.312500 Penalty: 4342.141602
	Iteration 72Q: 3 clusters Score -545468.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -545471.375000 Penalty: 4342.141602
	Iteration 73Q: 3 clusters Score -545471.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -545478.937500 Penalty: 4342.141602
	Iteration 74Q: 3 clusters Score -545478.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -545482.625000 Penalty: 4342.141602
	Iteration 75Q: 3 clusters Score -545482.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -545488.562500 Penalty: 4342.141602
	Iteration 76Q: 3 clusters Score -545488.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -545494.812500 Penalty: 4342.141602
	Iteration 77Q: 3 clusters Score -545494.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -545500.437500 Penalty: 4342.141602
	Iteration 78Q: 3 clusters Score -545500.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -545504.625000 Penalty: 4342.141602
	Iteration 79Q: 3 clusters Score -545504.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -545507.625000 Penalty: 4342.141602
	Iteration 80F: 3 clusters Score -545507.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -545509.000000 Penalty: 4342.141602
	Iteration 81Q: 3 clusters Score -545509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -545512.500000 Penalty: 4342.141602
	Iteration 82Q: 3 clusters Score -545512.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -545515.062500 Penalty: 4342.141602
	Iteration 83Q: 3 clusters Score -545515.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -545517.000000 Penalty: 4342.141602
	Iteration 84Q: 3 clusters Score -545517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -545519.187500 Penalty: 4342.141602
	Iteration 85Q: 3 clusters Score -545519.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -545526.312500 Penalty: 4342.141602
	Iteration 86Q: 3 clusters Score -545526.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -545531.312500 Penalty: 4342.141602
	Iteration 87Q: 3 clusters Score -545531.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -545535.312500 Penalty: 4342.141602
	Iteration 88Q: 3 clusters Score -545535.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -545536.875000 Penalty: 4342.141602
	Iteration 89Q: 3 clusters Score -545536.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -545540.062500 Penalty: 4342.141602
	Iteration 90Q: 3 clusters Score -545540.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -545541.687500 Penalty: 4342.141602
	Iteration 91Q: 3 clusters Score -545541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -545543.562500 Penalty: 4342.141602
	Iteration 92Q: 3 clusters Score -545543.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -545543.375000 Penalty: 4342.141602
	Iteration 93Q: 3 clusters Score -545543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -545543.375000 Penalty: 4342.141602
	Iteration 94F: 3 clusters Score -545543.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Entering Unmasked Estep 
Score: -1772957.125000 Penalty: 2433.029785
	Iteration 0F: 2 clusters Score -1772957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1759960.875000 Penalty: 4866.059570
	Iteration 0F: 3 clusters Score -1759961 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1764369.875000 Penalty: 4866.059570
	Iteration 1F: 3 clusters Score -1764370 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1764908.875000 Penalty: 4866.059570
	Iteration 2F: 3 clusters Score -1764909 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1765501.500000 Penalty: 4866.059570
	Iteration 3F: 3 clusters Score -1765502 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1766168.250000 Penalty: 4866.059570
	Iteration 4F: 3 clusters Score -1766168 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1766986.375000 Penalty: 4866.059570
	Iteration 5F: 3 clusters Score -1766986 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1767890.500000 Penalty: 4866.059570
	Iteration 6F: 3 clusters Score -1767890 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1768709.375000 Penalty: 4866.059570
	Iteration 7F: 3 clusters Score -1768709 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1769309.000000 Penalty: 4866.059570
	Iteration 8Q: 3 clusters Score -1769309 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1769713.875000 Penalty: 4866.059570
	Iteration 9Q: 3 clusters Score -1769714 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1769997.750000 Penalty: 4866.059570
	Iteration 10Q: 3 clusters Score -1769998 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1770234.000000 Penalty: 4866.059570
	Iteration 11Q: 3 clusters Score -1770234 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1770436.125000 Penalty: 4866.059570
	Iteration 12Q: 3 clusters Score -1770436 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1770588.625000 Penalty: 4866.059570
	Iteration 13Q: 3 clusters Score -1770589 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1770720.125000 Penalty: 4866.059570
	Iteration 14Q: 3 clusters Score -1770720 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1770823.500000 Penalty: 4866.059570
	Iteration 15Q: 3 clusters Score -1770824 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1770916.250000 Penalty: 4866.059570
	Iteration 16Q: 3 clusters Score -1770916 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1770997.375000 Penalty: 4866.059570
	Iteration 17Q: 3 clusters Score -1770997 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1771073.750000 Penalty: 4866.059570
	Iteration 18Q: 3 clusters Score -1771074 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1771151.500000 Penalty: 4866.059570
	Iteration 19Q: 3 clusters Score -1771152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1771203.375000 Penalty: 4866.059570
	Iteration 20F: 3 clusters Score -1771203 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1771242.000000 Penalty: 4866.059570
	Iteration 21Q: 3 clusters Score -1771242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1771282.250000 Penalty: 4866.059570
	Iteration 22Q: 3 clusters Score -1771282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1771328.250000 Penalty: 4866.059570
	Iteration 23Q: 3 clusters Score -1771328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1771369.000000 Penalty: 4866.059570
	Iteration 24Q: 3 clusters Score -1771369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1771426.250000 Penalty: 4866.059570
	Iteration 25Q: 3 clusters Score -1771426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1771450.875000 Penalty: 4866.059570
	Iteration 26Q: 3 clusters Score -1771451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1771465.625000 Penalty: 4866.059570
	Iteration 27Q: 3 clusters Score -1771466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1771484.750000 Penalty: 4866.059570
	Iteration 28Q: 3 clusters Score -1771485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1771494.250000 Penalty: 4866.059570
	Iteration 29Q: 3 clusters Score -1771494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1771503.500000 Penalty: 4866.059570
	Iteration 30Q: 3 clusters Score -1771504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1771509.875000 Penalty: 4866.059570
	Iteration 31Q: 3 clusters Score -1771510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1771513.875000 Penalty: 4866.059570
	Iteration 32Q: 3 clusters Score -1771514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1771519.250000 Penalty: 4866.059570
	Iteration 33Q: 3 clusters Score -1771519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1771525.250000 Penalty: 4866.059570
	Iteration 34Q: 3 clusters Score -1771525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1771535.250000 Penalty: 4866.059570
	Iteration 35Q: 3 clusters Score -1771535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1771539.250000 Penalty: 4866.059570
	Iteration 36Q: 3 clusters Score -1771539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1771536.875000 Penalty: 4866.059570
	Iteration 37Q: 3 clusters Score -1771537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1771537.875000 Penalty: 4866.059570
	Iteration 38Q: 3 clusters Score -1771538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1771539.125000 Penalty: 4866.059570
	Iteration 39Q: 3 clusters Score -1771539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1771543.625000 Penalty: 4866.059570
	Iteration 40F: 3 clusters Score -1771544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1771544.500000 Penalty: 4866.059570
	Iteration 41Q: 3 clusters Score -1771544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1771548.625000 Penalty: 4866.059570
	Iteration 42Q: 3 clusters Score -1771549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1771550.250000 Penalty: 4866.059570
	Iteration 43Q: 3 clusters Score -1771550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1771551.500000 Penalty: 4866.059570
	Iteration 44Q: 3 clusters Score -1771552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1771551.875000 Penalty: 4866.059570
	Iteration 45Q: 3 clusters Score -1771552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1771551.875000 Penalty: 4866.059570
	Iteration 46F: 3 clusters Score -1771552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (108452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108452 members 
Entering Unmasked Estep 
Score: -11078873.000000 Penalty: 2875.327637
	Iteration 0F: 2 clusters Score -1.107887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -11006440.000000 Penalty: 5750.655273
	Iteration 0F: 3 clusters Score -1.100644e+07 nChanged 51274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -11035537.000000 Penalty: 5750.655273
	Iteration 1F: 3 clusters Score -1.103554e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -11036310.000000 Penalty: 5750.655273
	Iteration 2Q: 3 clusters Score -1.103631e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 54077 members 
Entering Unmasked Estep 
Score: -11037371.000000 Penalty: 5750.655273
	Iteration 3Q: 3 clusters Score -1.103737e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -11038777.000000 Penalty: 5750.655273
	Iteration 4Q: 3 clusters Score -1.103878e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -11040649.000000 Penalty: 5750.655273
	Iteration 5Q: 3 clusters Score -1.104065e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -11043509.000000 Penalty: 5750.655273
	Iteration 6F: 3 clusters Score -1.104351e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -11047156.000000 Penalty: 5750.655273
	Iteration 7F: 3 clusters Score -1.104716e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -11051705.000000 Penalty: 5750.655273
	Iteration 8F: 3 clusters Score -1.10517e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -11056212.000000 Penalty: 5750.655273
	Iteration 9F: 3 clusters Score -1.105621e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -11060213.000000 Penalty: 5750.655273
	Iteration 10F: 3 clusters Score -1.106021e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -11063516.000000 Penalty: 5750.655273
	Iteration 11Q: 3 clusters Score -1.106352e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 70310 members 
Entering Unmasked Estep 
Score: -11066224.000000 Penalty: 5750.655273
	Iteration 12Q: 3 clusters Score -1.106622e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 71634 members 
Entering Unmasked Estep 
Score: -11068153.000000 Penalty: 5750.655273
	Iteration 13Q: 3 clusters Score -1.106815e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -11069324.000000 Penalty: 5750.655273
	Iteration 14Q: 3 clusters Score -1.106932e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -11070072.000000 Penalty: 5750.655273
	Iteration 15Q: 3 clusters Score -1.107007e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -11070527.000000 Penalty: 5750.655273
	Iteration 16Q: 3 clusters Score -1.107053e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 75620 members 
Entering Unmasked Estep 
Score: -11070932.000000 Penalty: 5750.655273
	Iteration 17Q: 3 clusters Score -1.107093e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 76471 members 
Entering Unmasked Estep 
Score: -11071236.000000 Penalty: 5750.655273
	Iteration 18Q: 3 clusters Score -1.107124e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -11071426.000000 Penalty: 5750.655273
	Iteration 19Q: 3 clusters Score -1.107143e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -11071557.000000 Penalty: 5750.655273
	Iteration 20F: 3 clusters Score -1.107156e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
Score: -11071631.000000 Penalty: 5750.655273
	Iteration 21Q: 3 clusters Score -1.107163e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 79419 members 
Entering Unmasked Estep 
Score: -11071815.000000 Penalty: 5750.655273
	Iteration 22Q: 3 clusters Score -1.107182e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -11071984.000000 Penalty: 5750.655273
	Iteration 23Q: 3 clusters Score -1.107198e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 80761 members 
Entering Unmasked Estep 
Score: -11072100.000000 Penalty: 5750.655273
	Iteration 24Q: 3 clusters Score -1.10721e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -11072179.000000 Penalty: 5750.655273
	Iteration 25Q: 3 clusters Score -1.107218e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -11072272.000000 Penalty: 5750.655273
	Iteration 26Q: 3 clusters Score -1.107227e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 82775 members 
Entering Unmasked Estep 
Score: -11072345.000000 Penalty: 5750.655273
	Iteration 27Q: 3 clusters Score -1.107234e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 83468 members 
Entering Unmasked Estep 
Score: -11072474.000000 Penalty: 5750.655273
	Iteration 28Q: 3 clusters Score -1.107247e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -11072603.000000 Penalty: 5750.655273
	Iteration 29Q: 3 clusters Score -1.10726e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 84840 members 
Entering Unmasked Estep 
Score: -11072707.000000 Penalty: 5750.655273
	Iteration 30Q: 3 clusters Score -1.107271e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -11072850.000000 Penalty: 5750.655273
	Iteration 31Q: 3 clusters Score -1.107285e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -11072897.000000 Penalty: 5750.655273
	Iteration 32Q: 3 clusters Score -1.10729e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 86801 members 
Entering Unmasked Estep 
Score: -11072985.000000 Penalty: 5750.655273
	Iteration 33Q: 3 clusters Score -1.107298e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -11073098.000000 Penalty: 5750.655273
	Iteration 34Q: 3 clusters Score -1.10731e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 87933 members 
Entering Unmasked Estep 
Score: -11073212.000000 Penalty: 5750.655273
	Iteration 35Q: 3 clusters Score -1.107321e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -11073237.000000 Penalty: 5750.655273
	Iteration 36Q: 3 clusters Score -1.107324e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 89065 members 
Entering Unmasked Estep 
Score: -11073333.000000 Penalty: 5750.655273
	Iteration 37Q: 3 clusters Score -1.107333e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 89639 members 
Entering Unmasked Estep 
Score: -11073399.000000 Penalty: 5750.655273
	Iteration 38Q: 3 clusters Score -1.10734e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -11073479.000000 Penalty: 5750.655273
	Iteration 39Q: 3 clusters Score -1.107348e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -11073590.000000 Penalty: 5750.655273
	Iteration 40F: 3 clusters Score -1.107359e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -11073669.000000 Penalty: 5750.655273
	Iteration 41Q: 3 clusters Score -1.107367e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 91900 members 
Entering Unmasked Estep 
Score: -11073760.000000 Penalty: 5750.655273
	Iteration 42Q: 3 clusters Score -1.107376e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -11073884.000000 Penalty: 5750.655273
	Iteration 43Q: 3 clusters Score -1.107388e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 92931 members 
Entering Unmasked Estep 
Score: -11073931.000000 Penalty: 5750.655273
	Iteration 44Q: 3 clusters Score -1.107393e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -11074047.000000 Penalty: 5750.655273
	Iteration 45Q: 3 clusters Score -1.107405e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 93896 members 
Entering Unmasked Estep 
Score: -11074113.000000 Penalty: 5750.655273
	Iteration 46Q: 3 clusters Score -1.107411e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 94338 members 
Entering Unmasked Estep 
Score: -11074218.000000 Penalty: 5750.655273
	Iteration 47Q: 3 clusters Score -1.107422e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 94758 members 
Entering Unmasked Estep 
Score: -11074289.000000 Penalty: 5750.655273
	Iteration 48Q: 3 clusters Score -1.107429e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -11074378.000000 Penalty: 5750.655273
	Iteration 49Q: 3 clusters Score -1.107438e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 95490 members 
Entering Unmasked Estep 
Score: -11074421.000000 Penalty: 5750.655273
	Iteration 50Q: 3 clusters Score -1.107442e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 95815 members 
Entering Unmasked Estep 
Score: -11074481.000000 Penalty: 5750.655273
	Iteration 51Q: 3 clusters Score -1.107448e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 96126 members 
Entering Unmasked Estep 
Score: -11074534.000000 Penalty: 5750.655273
	Iteration 52Q: 3 clusters Score -1.107453e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 96426 members 
Entering Unmasked Estep 
Score: -11074569.000000 Penalty: 5750.655273
	Iteration 53Q: 3 clusters Score -1.107457e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 96732 members 
Entering Unmasked Estep 
Score: -11074635.000000 Penalty: 5750.655273
	Iteration 54Q: 3 clusters Score -1.107464e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 97012 members 
Entering Unmasked Estep 
Score: -11074626.000000 Penalty: 5750.655273
	Iteration 55Q: 3 clusters Score -1.107463e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 97293 members 
Entering Unmasked Estep 
Score: -11074712.000000 Penalty: 5750.655273
	Iteration 56Q: 3 clusters Score -1.107471e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 97588 members 
Entering Unmasked Estep 
Score: -11074746.000000 Penalty: 5750.655273
	Iteration 57Q: 3 clusters Score -1.107475e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 97905 members 
Entering Unmasked Estep 
Score: -11074822.000000 Penalty: 5750.655273
	Iteration 58Q: 3 clusters Score -1.107482e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -11074886.000000 Penalty: 5750.655273
	Iteration 59Q: 3 clusters Score -1.107489e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 98582 members 
Entering Unmasked Estep 
Score: -11074932.000000 Penalty: 5750.655273
	Iteration 60F: 3 clusters Score -1.107493e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 98910 members 
Entering Unmasked Estep 
Score: -11074954.000000 Penalty: 5750.655273
	Iteration 61Q: 3 clusters Score -1.107495e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 99260 members 
Entering Unmasked Estep 
Score: -11075037.000000 Penalty: 5750.655273
	Iteration 62Q: 3 clusters Score -1.107504e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 99595 members 
Entering Unmasked Estep 
Score: -11075108.000000 Penalty: 5750.655273
	Iteration 63Q: 3 clusters Score -1.107511e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 99931 members 
Entering Unmasked Estep 
Score: -11075173.000000 Penalty: 5750.655273
	Iteration 64Q: 3 clusters Score -1.107517e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 100257 members 
Entering Unmasked Estep 
Score: -11075269.000000 Penalty: 5750.655273
	Iteration 65Q: 3 clusters Score -1.107527e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -11075319.000000 Penalty: 5750.655273
	Iteration 66Q: 3 clusters Score -1.107532e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 100879 members 
Entering Unmasked Estep 
Score: -11075425.000000 Penalty: 5750.655273
	Iteration 67Q: 3 clusters Score -1.107542e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 101181 members 
Entering Unmasked Estep 
Score: -11075483.000000 Penalty: 5750.655273
	Iteration 68Q: 3 clusters Score -1.107548e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -11075545.000000 Penalty: 5750.655273
	Iteration 69Q: 3 clusters Score -1.107554e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -11075592.000000 Penalty: 5750.655273
	Iteration 70Q: 3 clusters Score -1.107559e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 102080 members 
Entering Unmasked Estep 
Score: -11075633.000000 Penalty: 5750.655273
	Iteration 71Q: 3 clusters Score -1.107563e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 102376 members 
Entering Unmasked Estep 
Score: -11075675.000000 Penalty: 5750.655273
	Iteration 72Q: 3 clusters Score -1.107568e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 102657 members 
Entering Unmasked Estep 
Score: -11075741.000000 Penalty: 5750.655273
	Iteration 73Q: 3 clusters Score -1.107574e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -11075791.000000 Penalty: 5750.655273
	Iteration 74Q: 3 clusters Score -1.107579e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 103220 members 
Entering Unmasked Estep 
Score: -11075843.000000 Penalty: 5750.655273
	Iteration 75Q: 3 clusters Score -1.107584e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -11075934.000000 Penalty: 5750.655273
	Iteration 76Q: 3 clusters Score -1.107593e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 103706 members 
Entering Unmasked Estep 
Score: -11076012.000000 Penalty: 5750.655273
	Iteration 77Q: 3 clusters Score -1.107601e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 103912 members 
Entering Unmasked Estep 
Score: -11076067.000000 Penalty: 5750.655273
	Iteration 78Q: 3 clusters Score -1.107607e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 104113 members 
Entering Unmasked Estep 
Score: -11076123.000000 Penalty: 5750.655273
	Iteration 79Q: 3 clusters Score -1.107612e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
Score: -11076185.000000 Penalty: 5750.655273
	Iteration 80F: 3 clusters Score -1.107618e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 104505 members 
Entering Unmasked Estep 
Score: -11076228.000000 Penalty: 5750.655273
	Iteration 81Q: 3 clusters Score -1.107623e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 104693 members 
Entering Unmasked Estep 
Score: -11076289.000000 Penalty: 5750.655273
	Iteration 82Q: 3 clusters Score -1.107629e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 104873 members 
Entering Unmasked Estep 
Score: -11076388.000000 Penalty: 5750.655273
	Iteration 83Q: 3 clusters Score -1.107639e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 105049 members 
Entering Unmasked Estep 
Score: -11076438.000000 Penalty: 5750.655273
	Iteration 84Q: 3 clusters Score -1.107644e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 105213 members 
Entering Unmasked Estep 
Score: -11076495.000000 Penalty: 5750.655273
	Iteration 85Q: 3 clusters Score -1.10765e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 105370 members 
Entering Unmasked Estep 
Score: -11076547.000000 Penalty: 5750.655273
	Iteration 86Q: 3 clusters Score -1.107655e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 105527 members 
Entering Unmasked Estep 
Score: -11076625.000000 Penalty: 5750.655273
	Iteration 87Q: 3 clusters Score -1.107662e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 105691 members 
Entering Unmasked Estep 
Score: -11076698.000000 Penalty: 5750.655273
	Iteration 88Q: 3 clusters Score -1.10767e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -11076767.000000 Penalty: 5750.655273
	Iteration 89Q: 3 clusters Score -1.107677e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 106005 members 
Entering Unmasked Estep 
Score: -11076803.000000 Penalty: 5750.655273
	Iteration 90Q: 3 clusters Score -1.10768e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 106132 members 
Entering Unmasked Estep 
Score: -11076839.000000 Penalty: 5750.655273
	Iteration 91Q: 3 clusters Score -1.107684e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 106260 members 
Entering Unmasked Estep 
Score: -11076892.000000 Penalty: 5750.655273
	Iteration 92Q: 3 clusters Score -1.107689e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 106370 members 
Entering Unmasked Estep 
Score: -11076934.000000 Penalty: 5750.655273
	Iteration 93Q: 3 clusters Score -1.107693e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 106476 members 
Entering Unmasked Estep 
Score: -11076975.000000 Penalty: 5750.655273
	Iteration 94Q: 3 clusters Score -1.107698e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 106552 members 
Entering Unmasked Estep 
Score: -11077006.000000 Penalty: 5750.655273
	Iteration 95Q: 3 clusters Score -1.107701e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 106640 members 
Entering Unmasked Estep 
Score: -11077009.000000 Penalty: 5750.655273
	Iteration 96Q: 3 clusters Score -1.107701e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 106714 members 
Entering Unmasked Estep 
Score: -11077046.000000 Penalty: 5750.655273
	Iteration 97Q: 3 clusters Score -1.107705e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -11077070.000000 Penalty: 5750.655273
	Iteration 98Q: 3 clusters Score -1.107707e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 106842 members 
Entering Unmasked Estep 
Score: -11077085.000000 Penalty: 5750.655273
	Iteration 99Q: 3 clusters Score -1.107708e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 106898 members 
Entering Unmasked Estep 
Score: -11077124.000000 Penalty: 5750.655273
	Iteration 100F: 3 clusters Score -1.107712e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 106934 members 
Entering Unmasked Estep 
Score: -11077126.000000 Penalty: 5750.655273
	Iteration 101Q: 3 clusters Score -1.107713e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 106974 members 
Entering Unmasked Estep 
Score: -11077145.000000 Penalty: 5750.655273
	Iteration 102Q: 3 clusters Score -1.107714e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 107011 members 
Entering Unmasked Estep 
Score: -11077161.000000 Penalty: 5750.655273
	Iteration 103Q: 3 clusters Score -1.107716e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 107039 members 
Entering Unmasked Estep 
Score: -11077169.000000 Penalty: 5750.655273
	Iteration 104Q: 3 clusters Score -1.107717e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 107063 members 
Entering Unmasked Estep 
Score: -11077167.000000 Penalty: 5750.655273
	Iteration 105Q: 3 clusters Score -1.107717e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 107093 members 
Entering Unmasked Estep 
Score: -11077178.000000 Penalty: 5750.655273
	Iteration 106Q: 3 clusters Score -1.107718e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 107114 members 
Entering Unmasked Estep 
Score: -11077188.000000 Penalty: 5750.655273
	Iteration 107Q: 3 clusters Score -1.107719e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 107140 members 
Entering Unmasked Estep 
Score: -11077193.000000 Penalty: 5750.655273
	Iteration 108Q: 3 clusters Score -1.107719e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 107162 members 
Entering Unmasked Estep 
Score: -11077174.000000 Penalty: 5750.655273
	Iteration 109Q: 3 clusters Score -1.107717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 107178 members 
Entering Unmasked Estep 
Score: -11077179.000000 Penalty: 5750.655273
	Iteration 110Q: 3 clusters Score -1.107718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 107187 members 
Entering Unmasked Estep 
Score: -11077174.000000 Penalty: 5750.655273
	Iteration 111Q: 3 clusters Score -1.107717e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 107205 members 
Entering Unmasked Estep 
Score: -11077192.000000 Penalty: 5750.655273
	Iteration 112Q: 3 clusters Score -1.107719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 107221 members 
Entering Unmasked Estep 
Score: -11077205.000000 Penalty: 5750.655273
	Iteration 113Q: 3 clusters Score -1.10772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 107232 members 
Entering Unmasked Estep 
Score: -11077202.000000 Penalty: 5750.655273
	Iteration 114Q: 3 clusters Score -1.10772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 107242 members 
Entering Unmasked Estep 
Score: -11077205.000000 Penalty: 5750.655273
	Iteration 115Q: 3 clusters Score -1.10772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 107256 members 
Entering Unmasked Estep 
Score: -11077203.000000 Penalty: 5750.655273
	Iteration 116Q: 3 clusters Score -1.10772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 107263 members 
Entering Unmasked Estep 
Score: -11077202.000000 Penalty: 5750.655273
	Iteration 117Q: 3 clusters Score -1.10772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 107264 members 
Entering Unmasked Estep 
Score: -11077199.000000 Penalty: 5750.655273
	Iteration 118Q: 3 clusters Score -1.10772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 107268 members 
Entering Unmasked Estep 
Score: -11077202.000000 Penalty: 5750.655273
	Iteration 119Q: 3 clusters Score -1.10772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 107275 members 
Entering Unmasked Estep 
Score: -11077217.000000 Penalty: 5750.655273
	Iteration 120F: 3 clusters Score -1.107722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 107276 members 
Entering Unmasked Estep 
Score: -11077211.000000 Penalty: 5750.655273
	Iteration 121Q: 3 clusters Score -1.107721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 107277 members 
Entering Unmasked Estep 
Score: -11077213.000000 Penalty: 5750.655273
	Iteration 122Q: 3 clusters Score -1.107721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 107280 members 
Entering Unmasked Estep 
Score: -11077204.000000 Penalty: 5750.655273
	Iteration 123Q: 3 clusters Score -1.10772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 107282 members 
Entering Unmasked Estep 
Score: -11077205.000000 Penalty: 5750.655273
	Iteration 124Q: 3 clusters Score -1.10772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 107283 members 
Entering Unmasked Estep 
Score: -11077204.000000 Penalty: 5750.655273
	Iteration 125Q: 3 clusters Score -1.10772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 107283 members 
Entering Unmasked Estep 
Score: -11077211.000000 Penalty: 5750.655273
	Iteration 126Q: 3 clusters Score -1.107721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 107286 members 
Entering Unmasked Estep 
Score: -11077211.000000 Penalty: 5750.655273
	Iteration 127Q: 3 clusters Score -1.107721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 107290 members 
Entering Unmasked Estep 
Score: -11077218.000000 Penalty: 5750.655273
	Iteration 128Q: 3 clusters Score -1.107722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 107294 members 
Entering Unmasked Estep 
Score: -11077217.000000 Penalty: 5750.655273
	Iteration 129Q: 3 clusters Score -1.107722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 107296 members 
Entering Unmasked Estep 
Score: -11077221.000000 Penalty: 5750.655273
	Iteration 130Q: 3 clusters Score -1.107722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -11077211.000000 Penalty: 5750.655273
	Iteration 131Q: 3 clusters Score -1.107721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 107299 members 
Entering Unmasked Estep 
Score: -11077218.000000 Penalty: 5750.655273
	Iteration 132Q: 3 clusters Score -1.107722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 107300 members 
Entering Unmasked Estep 
Score: -11077215.000000 Penalty: 5750.655273
	Iteration 133Q: 3 clusters Score -1.107722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 107301 members 
Entering Unmasked Estep 
Score: -11077217.000000 Penalty: 5750.655273
	Iteration 134Q: 3 clusters Score -1.107722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -11077219.000000 Penalty: 5750.655273
	Iteration 135Q: 3 clusters Score -1.107722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 107303 members 
Entering Unmasked Estep 
Score: -11077218.000000 Penalty: 5750.655273
	Iteration 136Q: 3 clusters Score -1.107722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 107306 members 
Entering Unmasked Estep 
Score: -11077214.000000 Penalty: 5750.655273
	Iteration 137Q: 3 clusters Score -1.107721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 107310 members 
Entering Unmasked Estep 
Score: -11077212.000000 Penalty: 5750.655273
	Iteration 138Q: 3 clusters Score -1.107721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 107313 members 
Entering Unmasked Estep 
Score: -11077220.000000 Penalty: 5750.655273
	Iteration 139Q: 3 clusters Score -1.107722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 107314 members 
Entering Unmasked Estep 
Score: -11077222.000000 Penalty: 5750.655273
	Iteration 140F: 3 clusters Score -1.107722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 107316 members 
Entering Unmasked Estep 
Score: -11077224.000000 Penalty: 5750.655273
	Iteration 141Q: 3 clusters Score -1.107722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -11077225.000000 Penalty: 5750.655273
	Iteration 142Q: 3 clusters Score -1.107722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 107325 members 
Entering Unmasked Estep 
Score: -11077225.000000 Penalty: 5750.655273
	Iteration 143Q: 3 clusters Score -1.107722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 107327 members 
Entering Unmasked Estep 
Score: -11077231.000000 Penalty: 5750.655273
	Iteration 144Q: 3 clusters Score -1.107723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 107327 members 
Entering Unmasked Estep 
Score: -11077231.000000 Penalty: 5750.655273
	Iteration 145F: 3 clusters Score -1.107723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Entering Unmasked Estep 
Score: -1695624.375000 Penalty: 2412.278564
	Iteration 0F: 2 clusters Score -1695624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1683739.000000 Penalty: 4824.557129
	Iteration 0F: 3 clusters Score -1683739 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1687581.250000 Penalty: 4824.557129
	Iteration 1F: 3 clusters Score -1687581 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1687956.750000 Penalty: 4824.557129
	Iteration 2F: 3 clusters Score -1687957 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1688267.625000 Penalty: 4824.557129
	Iteration 3Q: 3 clusters Score -1688268 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1688513.000000 Penalty: 4824.557129
	Iteration 4Q: 3 clusters Score -1688513 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1688750.625000 Penalty: 4824.557129
	Iteration 5Q: 3 clusters Score -1688751 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1689020.500000 Penalty: 4824.557129
	Iteration 6Q: 3 clusters Score -1689020 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1689295.000000 Penalty: 4824.557129
	Iteration 7Q: 3 clusters Score -1689295 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1689576.500000 Penalty: 4824.557129
	Iteration 8Q: 3 clusters Score -1689576 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1689886.625000 Penalty: 4824.557129
	Iteration 9Q: 3 clusters Score -1689887 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1690207.500000 Penalty: 4824.557129
	Iteration 10Q: 3 clusters Score -1690208 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1690541.750000 Penalty: 4824.557129
	Iteration 11Q: 3 clusters Score -1690542 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1690881.000000 Penalty: 4824.557129
	Iteration 12Q: 3 clusters Score -1690881 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1691187.750000 Penalty: 4824.557129
	Iteration 13Q: 3 clusters Score -1691188 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1691481.125000 Penalty: 4824.557129
	Iteration 14Q: 3 clusters Score -1691481 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1691721.000000 Penalty: 4824.557129
	Iteration 15Q: 3 clusters Score -1691721 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1691904.000000 Penalty: 4824.557129
	Iteration 16Q: 3 clusters Score -1691904 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1692034.625000 Penalty: 4824.557129
	Iteration 17Q: 3 clusters Score -1692035 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1692135.750000 Penalty: 4824.557129
	Iteration 18Q: 3 clusters Score -1692136 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1692228.750000 Penalty: 4824.557129
	Iteration 19Q: 3 clusters Score -1692229 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1692305.125000 Penalty: 4824.557129
	Iteration 20F: 3 clusters Score -1692305 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1692388.375000 Penalty: 4824.557129
	Iteration 21Q: 3 clusters Score -1692388 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1692497.000000 Penalty: 4824.557129
	Iteration 22Q: 3 clusters Score -1692497 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1692603.125000 Penalty: 4824.557129
	Iteration 23Q: 3 clusters Score -1692603 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1692702.000000 Penalty: 4824.557129
	Iteration 24Q: 3 clusters Score -1692702 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1692824.125000 Penalty: 4824.557129
	Iteration 25Q: 3 clusters Score -1692824 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1692962.250000 Penalty: 4824.557129
	Iteration 26Q: 3 clusters Score -1692962 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1693079.625000 Penalty: 4824.557129
	Iteration 27Q: 3 clusters Score -1693080 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1693201.625000 Penalty: 4824.557129
	Iteration 28Q: 3 clusters Score -1693202 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1693338.875000 Penalty: 4824.557129
	Iteration 29Q: 3 clusters Score -1693339 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1693481.500000 Penalty: 4824.557129
	Iteration 30Q: 3 clusters Score -1693482 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1693643.375000 Penalty: 4824.557129
	Iteration 31Q: 3 clusters Score -1693643 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1693769.000000 Penalty: 4824.557129
	Iteration 32Q: 3 clusters Score -1693769 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1693878.250000 Penalty: 4824.557129
	Iteration 33Q: 3 clusters Score -1693878 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1693953.625000 Penalty: 4824.557129
	Iteration 34Q: 3 clusters Score -1693954 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1694016.000000 Penalty: 4824.557129
	Iteration 35Q: 3 clusters Score -1694016 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1694038.250000 Penalty: 4824.557129
	Iteration 36Q: 3 clusters Score -1694038 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1694060.375000 Penalty: 4824.557129
	Iteration 37Q: 3 clusters Score -1694060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1694075.125000 Penalty: 4824.557129
	Iteration 38Q: 3 clusters Score -1694075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1694085.375000 Penalty: 4824.557129
	Iteration 39Q: 3 clusters Score -1694085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1694091.500000 Penalty: 4824.557129
	Iteration 40F: 3 clusters Score -1694092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1694097.375000 Penalty: 4824.557129
	Iteration 41Q: 3 clusters Score -1694097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1694102.000000 Penalty: 4824.557129
	Iteration 42Q: 3 clusters Score -1694102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1694103.250000 Penalty: 4824.557129
	Iteration 43Q: 3 clusters Score -1694103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1694105.125000 Penalty: 4824.557129
	Iteration 44Q: 3 clusters Score -1694105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1694103.125000 Penalty: 4824.557129
	Iteration 45Q: 3 clusters Score -1694103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1694103.625000 Penalty: 4824.557129
	Iteration 46Q: 3 clusters Score -1694104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1694104.000000 Penalty: 4824.557129
	Iteration 47Q: 3 clusters Score -1694104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1694100.250000 Penalty: 4824.557129
	Iteration 48Q: 3 clusters Score -1694100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1694103.250000 Penalty: 4824.557129
	Iteration 49Q: 3 clusters Score -1694103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1694104.625000 Penalty: 4824.557129
	Iteration 50Q: 3 clusters Score -1694105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1694104.625000 Penalty: 4824.557129
	Iteration 51F: 3 clusters Score -1694105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (346299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346299 members 
Entering Unmasked Estep 
Score: -34604132.000000 Penalty: 3163.254395
	Iteration 0F: 2 clusters Score -3.460413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172456 members 
Mstep: Class 2 contains 173843 members 
Entering Unmasked Estep 
Score: -34380456.000000 Penalty: 6326.508789
	Iteration 0F: 3 clusters Score -3.438046e+07 nChanged 168586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156994 members 
Mstep: Class 2 contains 189305 members 
Entering Unmasked Estep 
Score: -34481896.000000 Penalty: 6326.508789
	Iteration 1F: 3 clusters Score -3.44819e+07 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148202 members 
Mstep: Class 2 contains 198097 members 
Entering Unmasked Estep 
Score: -34484680.000000 Penalty: 6326.508789
	Iteration 2Q: 3 clusters Score -3.448468e+07 nChanged 14850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135288 members 
Mstep: Class 2 contains 211011 members 
Entering Unmasked Estep 
Score: -34490144.000000 Penalty: 6326.508789
	Iteration 3Q: 3 clusters Score -3.449014e+07 nChanged 19772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116762 members 
Mstep: Class 2 contains 229537 members 
Entering Unmasked Estep 
Score: -34500144.000000 Penalty: 6326.508789
	Iteration 4F: 3 clusters Score -3.450014e+07 nChanged 24692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92862 members 
Mstep: Class 2 contains 253437 members 
Entering Unmasked Estep 
Score: -34517096.000000 Penalty: 6326.508789
	Iteration 5F: 3 clusters Score -3.45171e+07 nChanged 27447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 280284 members 
Entering Unmasked Estep 
Score: -34538972.000000 Penalty: 6326.508789
	Iteration 6F: 3 clusters Score -3.453897e+07 nChanged 24033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 303989 members 
Entering Unmasked Estep 
Score: -34561012.000000 Penalty: 6326.508789
	Iteration 7F: 3 clusters Score -3.456101e+07 nChanged 17133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 320904 members 
Entering Unmasked Estep 
Score: -34578324.000000 Penalty: 6326.508789
	Iteration 8Q: 3 clusters Score -3.457832e+07 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 331300 members 
Entering Unmasked Estep 
Score: -34590488.000000 Penalty: 6326.508789
	Iteration 9Q: 3 clusters Score -3.459049e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 337423 members 
Entering Unmasked Estep 
Score: -34595824.000000 Penalty: 6326.508789
	Iteration 10Q: 3 clusters Score -3.459582e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 340770 members 
Entering Unmasked Estep 
Score: -34598224.000000 Penalty: 6326.508789
	Iteration 11Q: 3 clusters Score -3.459822e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 342631 members 
Entering Unmasked Estep 
Score: -34599388.000000 Penalty: 6326.508789
	Iteration 12Q: 3 clusters Score -3.459939e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 343697 members 
Entering Unmasked Estep 
Score: -34600092.000000 Penalty: 6326.508789
	Iteration 13Q: 3 clusters Score -3.460009e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 344264 members 
Entering Unmasked Estep 
Score: -34600496.000000 Penalty: 6326.508789
	Iteration 14Q: 3 clusters Score -3.46005e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 344618 members 
Entering Unmasked Estep 
Score: -34600808.000000 Penalty: 6326.508789
	Iteration 15Q: 3 clusters Score -3.460081e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 344841 members 
Entering Unmasked Estep 
Score: -34600936.000000 Penalty: 6326.508789
	Iteration 16Q: 3 clusters Score -3.460094e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 344991 members 
Entering Unmasked Estep 
Score: -34601052.000000 Penalty: 6326.508789
	Iteration 17Q: 3 clusters Score -3.460105e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 345082 members 
Entering Unmasked Estep 
Score: -34601120.000000 Penalty: 6326.508789
	Iteration 18Q: 3 clusters Score -3.460112e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 345160 members 
Entering Unmasked Estep 
Score: -34601196.000000 Penalty: 6326.508789
	Iteration 19Q: 3 clusters Score -3.46012e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 345231 members 
Entering Unmasked Estep 
Score: -34601232.000000 Penalty: 6326.508789
	Iteration 20F: 3 clusters Score -3.460123e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 345294 members 
Entering Unmasked Estep 
Score: -34601284.000000 Penalty: 6326.508789
	Iteration 21Q: 3 clusters Score -3.460128e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 345339 members 
Entering Unmasked Estep 
Score: -34601324.000000 Penalty: 6326.508789
	Iteration 22Q: 3 clusters Score -3.460132e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 345371 members 
Entering Unmasked Estep 
Score: -34601332.000000 Penalty: 6326.508789
	Iteration 23Q: 3 clusters Score -3.460133e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 345404 members 
Entering Unmasked Estep 
Score: -34601348.000000 Penalty: 6326.508789
	Iteration 24Q: 3 clusters Score -3.460135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 345418 members 
Entering Unmasked Estep 
Score: -34601332.000000 Penalty: 6326.508789
	Iteration 25Q: 3 clusters Score -3.460133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 345436 members 
Entering Unmasked Estep 
Score: -34601360.000000 Penalty: 6326.508789
	Iteration 26Q: 3 clusters Score -3.460136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 345449 members 
Entering Unmasked Estep 
Score: -34601372.000000 Penalty: 6326.508789
	Iteration 27Q: 3 clusters Score -3.460137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 345457 members 
Entering Unmasked Estep 
Score: -34601396.000000 Penalty: 6326.508789
	Iteration 28Q: 3 clusters Score -3.46014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 345462 members 
Entering Unmasked Estep 
Score: -34601404.000000 Penalty: 6326.508789
	Iteration 29Q: 3 clusters Score -3.46014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 345470 members 
Entering Unmasked Estep 
Score: -34601408.000000 Penalty: 6326.508789
	Iteration 30Q: 3 clusters Score -3.460141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 345472 members 
Entering Unmasked Estep 
Score: -34601404.000000 Penalty: 6326.508789
	Iteration 31Q: 3 clusters Score -3.46014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 345476 members 
Entering Unmasked Estep 
Score: -34601404.000000 Penalty: 6326.508789
	Iteration 32Q: 3 clusters Score -3.46014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 345479 members 
Entering Unmasked Estep 
Score: -34601404.000000 Penalty: 6326.508789
	Iteration 33Q: 3 clusters Score -3.46014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 345480 members 
Entering Unmasked Estep 
Score: -34601412.000000 Penalty: 6326.508789
	Iteration 34Q: 3 clusters Score -3.460141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 345480 members 
Entering Unmasked Estep 
Score: -34601416.000000 Penalty: 6326.508789
	Iteration 35Q: 3 clusters Score -3.460142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 345479 members 
Entering Unmasked Estep 
Score: -34601420.000000 Penalty: 6326.508789
	Iteration 36Q: 3 clusters Score -3.460142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 345480 members 
Entering Unmasked Estep 
Score: -34601440.000000 Penalty: 6326.508789
	Iteration 37Q: 3 clusters Score -3.460144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 345483 members 
Entering Unmasked Estep 
Score: -34601436.000000 Penalty: 6326.508789
	Iteration 38Q: 3 clusters Score -3.460144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 345485 members 
Entering Unmasked Estep 
Score: -34601436.000000 Penalty: 6326.508789
	Iteration 39Q: 3 clusters Score -3.460144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 345488 members 
Entering Unmasked Estep 
Score: -34601436.000000 Penalty: 6326.508789
	Iteration 40F: 3 clusters Score -3.460144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 345491 members 
Entering Unmasked Estep 
Score: -34601448.000000 Penalty: 6326.508789
	Iteration 41Q: 3 clusters Score -3.460145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 345492 members 
Entering Unmasked Estep 
Score: -34601460.000000 Penalty: 6326.508789
	Iteration 42Q: 3 clusters Score -3.460146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 345493 members 
Entering Unmasked Estep 
Score: -34601464.000000 Penalty: 6326.508789
	Iteration 43Q: 3 clusters Score -3.460146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 345494 members 
Entering Unmasked Estep 
Score: -34601460.000000 Penalty: 6326.508789
	Iteration 44Q: 3 clusters Score -3.460146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 345495 members 
Entering Unmasked Estep 
Score: -34601472.000000 Penalty: 6326.508789
	Iteration 45Q: 3 clusters Score -3.460147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 345494 members 
Entering Unmasked Estep 
Score: -34601460.000000 Penalty: 6326.508789
	Iteration 46Q: 3 clusters Score -3.460146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 345493 members 
Entering Unmasked Estep 
Score: -34601460.000000 Penalty: 6326.508789
	Iteration 47Q: 3 clusters Score -3.460146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 345491 members 
Entering Unmasked Estep 
Score: -34601460.000000 Penalty: 6326.508789
	Iteration 48Q: 3 clusters Score -3.460146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 345491 members 
Entering Unmasked Estep 
Score: -34601460.000000 Penalty: 6326.508789
	Iteration 49F: 3 clusters Score -3.460146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Entering Unmasked Estep 
Score: -280179.593750 Penalty: 1968.468872
	Iteration 0F: 2 clusters Score -280179.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -277047.031250 Penalty: 3936.937744
	Iteration 0F: 3 clusters Score -277047 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -277642.906250 Penalty: 3936.937744
	Iteration 1F: 3 clusters Score -277642.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -277802.093750 Penalty: 3936.937744
	Iteration 2F: 3 clusters Score -277802.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -277887.125000 Penalty: 3936.937744
	Iteration 3Q: 3 clusters Score -277887.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -277932.406250 Penalty: 3936.937744
	Iteration 4Q: 3 clusters Score -277932.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -277969.562500 Penalty: 3936.937744
	Iteration 5Q: 3 clusters Score -277969.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -278005.718750 Penalty: 3936.937744
	Iteration 6Q: 3 clusters Score -278005.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -278031.187500 Penalty: 3936.937744
	Iteration 7Q: 3 clusters Score -278031.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -278049.531250 Penalty: 3936.937744
	Iteration 8Q: 3 clusters Score -278049.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -278059.875000 Penalty: 3936.937744
	Iteration 9Q: 3 clusters Score -278059.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -278072.906250 Penalty: 3936.937744
	Iteration 10Q: 3 clusters Score -278072.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -278084.375000 Penalty: 3936.937744
	Iteration 11Q: 3 clusters Score -278084.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -278088.937500 Penalty: 3936.937744
	Iteration 12Q: 3 clusters Score -278088.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -278093.343750 Penalty: 3936.937744
	Iteration 13Q: 3 clusters Score -278093.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -278097.656250 Penalty: 3936.937744
	Iteration 14Q: 3 clusters Score -278097.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -278101.406250 Penalty: 3936.937744
	Iteration 15Q: 3 clusters Score -278101.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -278104.843750 Penalty: 3936.937744
	Iteration 16Q: 3 clusters Score -278104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -278107.593750 Penalty: 3936.937744
	Iteration 17Q: 3 clusters Score -278107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -278107.750000 Penalty: 3936.937744
	Iteration 18Q: 3 clusters Score -278107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -278108.218750 Penalty: 3936.937744
	Iteration 19Q: 3 clusters Score -278108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -278108.531250 Penalty: 3936.937744
	Iteration 20F: 3 clusters Score -278108.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Entering Unmasked Estep 
Score: -1876316.375000 Penalty: 2444.204346
	Iteration 0F: 2 clusters Score -1876316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1862757.750000 Penalty: 4888.408691
	Iteration 0F: 3 clusters Score -1862758 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1867247.125000 Penalty: 4888.408691
	Iteration 1F: 3 clusters Score -1867247 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1867691.000000 Penalty: 4888.408691
	Iteration 2F: 3 clusters Score -1867691 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1868029.375000 Penalty: 4888.408691
	Iteration 3Q: 3 clusters Score -1868029 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1868311.375000 Penalty: 4888.408691
	Iteration 4Q: 3 clusters Score -1868311 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1868559.375000 Penalty: 4888.408691
	Iteration 5Q: 3 clusters Score -1868559 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1868797.125000 Penalty: 4888.408691
	Iteration 6Q: 3 clusters Score -1868797 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1869098.125000 Penalty: 4888.408691
	Iteration 7Q: 3 clusters Score -1869098 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1869489.625000 Penalty: 4888.408691
	Iteration 8Q: 3 clusters Score -1869490 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1869950.250000 Penalty: 4888.408691
	Iteration 9Q: 3 clusters Score -1869950 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1870459.000000 Penalty: 4888.408691
	Iteration 10Q: 3 clusters Score -1870459 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1870993.250000 Penalty: 4888.408691
	Iteration 11Q: 3 clusters Score -1870993 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1871487.125000 Penalty: 4888.408691
	Iteration 12Q: 3 clusters Score -1871487 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1871968.625000 Penalty: 4888.408691
	Iteration 13Q: 3 clusters Score -1871969 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1872396.125000 Penalty: 4888.408691
	Iteration 14Q: 3 clusters Score -1872396 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1872732.125000 Penalty: 4888.408691
	Iteration 15Q: 3 clusters Score -1872732 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1873005.750000 Penalty: 4888.408691
	Iteration 16Q: 3 clusters Score -1873006 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1873251.875000 Penalty: 4888.408691
	Iteration 17Q: 3 clusters Score -1873252 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1873465.375000 Penalty: 4888.408691
	Iteration 18Q: 3 clusters Score -1873465 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1873624.250000 Penalty: 4888.408691
	Iteration 19Q: 3 clusters Score -1873624 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1873768.375000 Penalty: 4888.408691
	Iteration 20F: 3 clusters Score -1873768 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1873882.750000 Penalty: 4888.408691
	Iteration 21Q: 3 clusters Score -1873883 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1873958.500000 Penalty: 4888.408691
	Iteration 22Q: 3 clusters Score -1873958 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1874013.875000 Penalty: 4888.408691
	Iteration 23Q: 3 clusters Score -1874014 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1874055.500000 Penalty: 4888.408691
	Iteration 24Q: 3 clusters Score -1874056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1874090.250000 Penalty: 4888.408691
	Iteration 25Q: 3 clusters Score -1874090 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1874124.625000 Penalty: 4888.408691
	Iteration 26Q: 3 clusters Score -1874125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1874139.000000 Penalty: 4888.408691
	Iteration 27Q: 3 clusters Score -1874139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1874148.625000 Penalty: 4888.408691
	Iteration 28Q: 3 clusters Score -1874149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1874164.000000 Penalty: 4888.408691
	Iteration 29Q: 3 clusters Score -1874164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1874178.125000 Penalty: 4888.408691
	Iteration 30Q: 3 clusters Score -1874178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1874189.500000 Penalty: 4888.408691
	Iteration 31Q: 3 clusters Score -1874190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1874198.750000 Penalty: 4888.408691
	Iteration 32Q: 3 clusters Score -1874199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1874208.875000 Penalty: 4888.408691
	Iteration 33Q: 3 clusters Score -1874209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1874217.000000 Penalty: 4888.408691
	Iteration 34Q: 3 clusters Score -1874217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1874226.625000 Penalty: 4888.408691
	Iteration 35Q: 3 clusters Score -1874227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1874229.750000 Penalty: 4888.408691
	Iteration 36Q: 3 clusters Score -1874230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1874232.875000 Penalty: 4888.408691
	Iteration 37Q: 3 clusters Score -1874233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1874231.000000 Penalty: 4888.408691
	Iteration 38Q: 3 clusters Score -1874231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1874232.750000 Penalty: 4888.408691
	Iteration 39Q: 3 clusters Score -1874233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1874233.625000 Penalty: 4888.408691
	Iteration 40F: 3 clusters Score -1874234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Entering Unmasked Estep 
Score: -288909.531250 Penalty: 1992.989990
	Iteration 0F: 2 clusters Score -288909.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -285584.406250 Penalty: 3985.979980
	Iteration 0F: 3 clusters Score -285584.4 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -286337.843750 Penalty: 3985.979980
	Iteration 1F: 3 clusters Score -286337.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -286597.968750 Penalty: 3985.979980
	Iteration 2F: 3 clusters Score -286598 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -286785.250000 Penalty: 3985.979980
	Iteration 3F: 3 clusters Score -286785.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -286935.000000 Penalty: 3985.979980
	Iteration 4Q: 3 clusters Score -286935 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -287051.812500 Penalty: 3985.979980
	Iteration 5Q: 3 clusters Score -287051.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -287141.281250 Penalty: 3985.979980
	Iteration 6Q: 3 clusters Score -287141.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -287204.406250 Penalty: 3985.979980
	Iteration 7Q: 3 clusters Score -287204.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -287246.593750 Penalty: 3985.979980
	Iteration 8Q: 3 clusters Score -287246.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -287285.718750 Penalty: 3985.979980
	Iteration 9Q: 3 clusters Score -287285.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -287328.812500 Penalty: 3985.979980
	Iteration 10Q: 3 clusters Score -287328.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -287375.781250 Penalty: 3985.979980
	Iteration 11Q: 3 clusters Score -287375.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -287402.062500 Penalty: 3985.979980
	Iteration 12Q: 3 clusters Score -287402.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -287430.625000 Penalty: 3985.979980
	Iteration 13Q: 3 clusters Score -287430.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -287468.375000 Penalty: 3985.979980
	Iteration 14Q: 3 clusters Score -287468.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -287506.437500 Penalty: 3985.979980
	Iteration 15Q: 3 clusters Score -287506.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -287549.125000 Penalty: 3985.979980
	Iteration 16Q: 3 clusters Score -287549.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -287588.437500 Penalty: 3985.979980
	Iteration 17Q: 3 clusters Score -287588.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -287626.593750 Penalty: 3985.979980
	Iteration 18Q: 3 clusters Score -287626.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -287654.500000 Penalty: 3985.979980
	Iteration 19Q: 3 clusters Score -287654.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -287686.218750 Penalty: 3985.979980
	Iteration 20F: 3 clusters Score -287686.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -287713.625000 Penalty: 3985.979980
	Iteration 21Q: 3 clusters Score -287713.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -287730.625000 Penalty: 3985.979980
	Iteration 22Q: 3 clusters Score -287730.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -287747.062500 Penalty: 3985.979980
	Iteration 23Q: 3 clusters Score -287747.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -287760.687500 Penalty: 3985.979980
	Iteration 24Q: 3 clusters Score -287760.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -287768.218750 Penalty: 3985.979980
	Iteration 25Q: 3 clusters Score -287768.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -287774.187500 Penalty: 3985.979980
	Iteration 26Q: 3 clusters Score -287774.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -287780.562500 Penalty: 3985.979980
	Iteration 27Q: 3 clusters Score -287780.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -287792.187500 Penalty: 3985.979980
	Iteration 28Q: 3 clusters Score -287792.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -287804.781250 Penalty: 3985.979980
	Iteration 29Q: 3 clusters Score -287804.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -287815.875000 Penalty: 3985.979980
	Iteration 30Q: 3 clusters Score -287815.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -287831.562500 Penalty: 3985.979980
	Iteration 31Q: 3 clusters Score -287831.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -287842.656250 Penalty: 3985.979980
	Iteration 32Q: 3 clusters Score -287842.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -287853.906250 Penalty: 3985.979980
	Iteration 33Q: 3 clusters Score -287853.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -287863.500000 Penalty: 3985.979980
	Iteration 34Q: 3 clusters Score -287863.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -287874.093750 Penalty: 3985.979980
	Iteration 35Q: 3 clusters Score -287874.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -287895.625000 Penalty: 3985.979980
	Iteration 36Q: 3 clusters Score -287895.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -287919.625000 Penalty: 3985.979980
	Iteration 37Q: 3 clusters Score -287919.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -287934.093750 Penalty: 3985.979980
	Iteration 38Q: 3 clusters Score -287934.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -287947.843750 Penalty: 3985.979980
	Iteration 39Q: 3 clusters Score -287947.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -287972.562500 Penalty: 3985.979980
	Iteration 40F: 3 clusters Score -287972.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -287987.062500 Penalty: 3985.979980
	Iteration 41Q: 3 clusters Score -287987.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -287997.750000 Penalty: 3985.979980
	Iteration 42Q: 3 clusters Score -287997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -288003.125000 Penalty: 3985.979980
	Iteration 43Q: 3 clusters Score -288003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -288011.906250 Penalty: 3985.979980
	Iteration 44Q: 3 clusters Score -288011.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -288017.218750 Penalty: 3985.979980
	Iteration 45Q: 3 clusters Score -288017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -288030.218750 Penalty: 3985.979980
	Iteration 46Q: 3 clusters Score -288030.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -288049.437500 Penalty: 3985.979980
	Iteration 47Q: 3 clusters Score -288049.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -288065.500000 Penalty: 3985.979980
	Iteration 48Q: 3 clusters Score -288065.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -288079.500000 Penalty: 3985.979980
	Iteration 49Q: 3 clusters Score -288079.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -288093.843750 Penalty: 3985.979980
	Iteration 50Q: 3 clusters Score -288093.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -288101.062500 Penalty: 3985.979980
	Iteration 51Q: 3 clusters Score -288101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -288104.625000 Penalty: 3985.979980
	Iteration 52Q: 3 clusters Score -288104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -288106.156250 Penalty: 3985.979980
	Iteration 53Q: 3 clusters Score -288106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -288107.937500 Penalty: 3985.979980
	Iteration 54Q: 3 clusters Score -288107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -288108.687500 Penalty: 3985.979980
	Iteration 55Q: 3 clusters Score -288108.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -288109.218750 Penalty: 3985.979980
	Iteration 56Q: 3 clusters Score -288109.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -288109.218750 Penalty: 3985.979980
	Iteration 57F: 3 clusters Score -288109.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Entering Unmasked Estep 
Score: -375156.250000 Penalty: 2026.906982
	Iteration 0F: 2 clusters Score -375156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -371569.718750 Penalty: 4053.813965
	Iteration 0F: 3 clusters Score -371569.7 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -372301.437500 Penalty: 4053.813965
	Iteration 1F: 3 clusters Score -372301.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -372479.875000 Penalty: 4053.813965
	Iteration 2F: 3 clusters Score -372479.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -372569.000000 Penalty: 4053.813965
	Iteration 3Q: 3 clusters Score -372569 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -372614.718750 Penalty: 4053.813965
	Iteration 4Q: 3 clusters Score -372614.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -372644.281250 Penalty: 4053.813965
	Iteration 5Q: 3 clusters Score -372644.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -372662.531250 Penalty: 4053.813965
	Iteration 6Q: 3 clusters Score -372662.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -372674.812500 Penalty: 4053.813965
	Iteration 7Q: 3 clusters Score -372674.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -372684.781250 Penalty: 4053.813965
	Iteration 8Q: 3 clusters Score -372684.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -372692.875000 Penalty: 4053.813965
	Iteration 9Q: 3 clusters Score -372692.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -372706.625000 Penalty: 4053.813965
	Iteration 10Q: 3 clusters Score -372706.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -372719.781250 Penalty: 4053.813965
	Iteration 11Q: 3 clusters Score -372719.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -372729.937500 Penalty: 4053.813965
	Iteration 12Q: 3 clusters Score -372729.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -372735.656250 Penalty: 4053.813965
	Iteration 13Q: 3 clusters Score -372735.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -372743.312500 Penalty: 4053.813965
	Iteration 14Q: 3 clusters Score -372743.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -372753.031250 Penalty: 4053.813965
	Iteration 15Q: 3 clusters Score -372753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -372760.375000 Penalty: 4053.813965
	Iteration 16Q: 3 clusters Score -372760.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -372770.031250 Penalty: 4053.813965
	Iteration 17Q: 3 clusters Score -372770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -372777.750000 Penalty: 4053.813965
	Iteration 18Q: 3 clusters Score -372777.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -372781.125000 Penalty: 4053.813965
	Iteration 19Q: 3 clusters Score -372781.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -372785.187500 Penalty: 4053.813965
	Iteration 20F: 3 clusters Score -372785.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -372789.500000 Penalty: 4053.813965
	Iteration 21Q: 3 clusters Score -372789.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -372793.968750 Penalty: 4053.813965
	Iteration 22Q: 3 clusters Score -372794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -372798.781250 Penalty: 4053.813965
	Iteration 23Q: 3 clusters Score -372798.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -372801.343750 Penalty: 4053.813965
	Iteration 24Q: 3 clusters Score -372801.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -372804.531250 Penalty: 4053.813965
	Iteration 25Q: 3 clusters Score -372804.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -372808.281250 Penalty: 4053.813965
	Iteration 26Q: 3 clusters Score -372808.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -372810.968750 Penalty: 4053.813965
	Iteration 27Q: 3 clusters Score -372811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -372813.656250 Penalty: 4053.813965
	Iteration 28Q: 3 clusters Score -372813.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -372816.500000 Penalty: 4053.813965
	Iteration 29Q: 3 clusters Score -372816.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -372816.500000 Penalty: 4053.813965
	Iteration 30F: 3 clusters Score -372816.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -392866.062500 Penalty: 2054.682129
	Iteration 0F: 2 clusters Score -392866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -388999.843750 Penalty: 4109.364258
	Iteration 0F: 3 clusters Score -388999.8 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -389832.906250 Penalty: 4109.364258
	Iteration 1F: 3 clusters Score -389832.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -390025.656250 Penalty: 4109.364258
	Iteration 2F: 3 clusters Score -390025.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -390122.156250 Penalty: 4109.364258
	Iteration 3Q: 3 clusters Score -390122.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -390167.781250 Penalty: 4109.364258
	Iteration 4Q: 3 clusters Score -390167.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -390206.093750 Penalty: 4109.364258
	Iteration 5Q: 3 clusters Score -390206.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -390233.343750 Penalty: 4109.364258
	Iteration 6Q: 3 clusters Score -390233.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -390257.218750 Penalty: 4109.364258
	Iteration 7Q: 3 clusters Score -390257.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -390275.156250 Penalty: 4109.364258
	Iteration 8Q: 3 clusters Score -390275.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -390293.625000 Penalty: 4109.364258
	Iteration 9Q: 3 clusters Score -390293.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -390308.156250 Penalty: 4109.364258
	Iteration 10Q: 3 clusters Score -390308.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -390322.593750 Penalty: 4109.364258
	Iteration 11Q: 3 clusters Score -390322.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -390336.187500 Penalty: 4109.364258
	Iteration 12Q: 3 clusters Score -390336.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -390347.687500 Penalty: 4109.364258
	Iteration 13Q: 3 clusters Score -390347.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -390357.000000 Penalty: 4109.364258
	Iteration 14Q: 3 clusters Score -390357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -390363.500000 Penalty: 4109.364258
	Iteration 15Q: 3 clusters Score -390363.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -390369.781250 Penalty: 4109.364258
	Iteration 16Q: 3 clusters Score -390369.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -390375.593750 Penalty: 4109.364258
	Iteration 17Q: 3 clusters Score -390375.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -390379.875000 Penalty: 4109.364258
	Iteration 18Q: 3 clusters Score -390379.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -390385.343750 Penalty: 4109.364258
	Iteration 19Q: 3 clusters Score -390385.3 nChanged 8
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: -390387.031250 Penalty: 4109.364258
	Iteration 20F: 3 clusters Score -390387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -390390.156250 Penalty: 4109.364258
	Iteration 21Q: 3 clusters Score -390390.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -390391.906250 Penalty: 4109.364258
	Iteration 22Q: 3 clusters Score -390391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -390393.750000 Penalty: 4109.364258
	Iteration 23Q: 3 clusters Score -390393.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -390396.250000 Penalty: 4109.364258
	Iteration 24Q: 3 clusters Score -390396.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -390398.000000 Penalty: 4109.364258
	Iteration 25Q: 3 clusters Score -390398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -390398.156250 Penalty: 4109.364258
	Iteration 26Q: 3 clusters Score -390398.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -390399.000000 Penalty: 4109.364258
	Iteration 27Q: 3 clusters Score -390399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -390399.906250 Penalty: 4109.364258
	Iteration 28Q: 3 clusters Score -390399.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -390400.406250 Penalty: 4109.364258
	Iteration 29Q: 3 clusters Score -390400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -390400.250000 Penalty: 4109.364258
	Iteration 30Q: 3 clusters Score -390400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -390400.250000 Penalty: 4109.364258
	Iteration 31F: 3 clusters Score -390400.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Entering Unmasked Estep 
Score: -433426.093750 Penalty: 2077.441895
	Iteration 0F: 2 clusters Score -433426.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -429286.656250 Penalty: 4154.883789
	Iteration 0F: 3 clusters Score -429286.7 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -430247.812500 Penalty: 4154.883789
	Iteration 1F: 3 clusters Score -430247.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -430446.062500 Penalty: 4154.883789
	Iteration 2F: 3 clusters Score -430446.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -430563.406250 Penalty: 4154.883789
	Iteration 3Q: 3 clusters Score -430563.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -430645.437500 Penalty: 4154.883789
	Iteration 4Q: 3 clusters Score -430645.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -430692.281250 Penalty: 4154.883789
	Iteration 5Q: 3 clusters Score -430692.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -430728.937500 Penalty: 4154.883789
	Iteration 6Q: 3 clusters Score -430728.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -430767.531250 Penalty: 4154.883789
	Iteration 7Q: 3 clusters Score -430767.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -430807.093750 Penalty: 4154.883789
	Iteration 8Q: 3 clusters Score -430807.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -430839.562500 Penalty: 4154.883789
	Iteration 9Q: 3 clusters Score -430839.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -430876.750000 Penalty: 4154.883789
	Iteration 10Q: 3 clusters Score -430876.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -430904.468750 Penalty: 4154.883789
	Iteration 11Q: 3 clusters Score -430904.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -430933.843750 Penalty: 4154.883789
	Iteration 12Q: 3 clusters Score -430933.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -430971.312500 Penalty: 4154.883789
	Iteration 13Q: 3 clusters Score -430971.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -431007.718750 Penalty: 4154.883789
	Iteration 14Q: 3 clusters Score -431007.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -431043.031250 Penalty: 4154.883789
	Iteration 15Q: 3 clusters Score -431043 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -431092.968750 Penalty: 4154.883789
	Iteration 16Q: 3 clusters Score -431093 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -431146.062500 Penalty: 4154.883789
	Iteration 17Q: 3 clusters Score -431146.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -431192.187500 Penalty: 4154.883789
	Iteration 18Q: 3 clusters Score -431192.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -431225.562500 Penalty: 4154.883789
	Iteration 19Q: 3 clusters Score -431225.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -431259.281250 Penalty: 4154.883789
	Iteration 20F: 3 clusters Score -431259.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -431293.406250 Penalty: 4154.883789
	Iteration 21Q: 3 clusters Score -431293.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -431320.187500 Penalty: 4154.883789
	Iteration 22Q: 3 clusters Score -431320.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -431346.531250 Penalty: 4154.883789
	Iteration 23Q: 3 clusters Score -431346.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -431375.250000 Penalty: 4154.883789
	Iteration 24Q: 3 clusters Score -431375.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -431400.312500 Penalty: 4154.883789
	Iteration 25Q: 3 clusters Score -431400.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -431425.125000 Penalty: 4154.883789
	Iteration 26Q: 3 clusters Score -431425.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -431446.531250 Penalty: 4154.883789
	Iteration 27Q: 3 clusters Score -431446.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -431470.500000 Penalty: 4154.883789
	Iteration 28Q: 3 clusters Score -431470.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -431492.000000 Penalty: 4154.883789
	Iteration 29Q: 3 clusters Score -431492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -431504.062500 Penalty: 4154.883789
	Iteration 30Q: 3 clusters Score -431504.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -431517.593750 Penalty: 4154.883789
	Iteration 31Q: 3 clusters Score -431517.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -431531.687500 Penalty: 4154.883789
	Iteration 32Q: 3 clusters Score -431531.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -431541.656250 Penalty: 4154.883789
	Iteration 33Q: 3 clusters Score -431541.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -431552.093750 Penalty: 4154.883789
	Iteration 34Q: 3 clusters Score -431552.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -431557.937500 Penalty: 4154.883789
	Iteration 35Q: 3 clusters Score -431557.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -431565.125000 Penalty: 4154.883789
	Iteration 36Q: 3 clusters Score -431565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -431568.843750 Penalty: 4154.883789
	Iteration 37Q: 3 clusters Score -431568.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -431572.500000 Penalty: 4154.883789
	Iteration 38Q: 3 clusters Score -431572.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -431578.625000 Penalty: 4154.883789
	Iteration 39Q: 3 clusters Score -431578.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -431583.562500 Penalty: 4154.883789
	Iteration 40F: 3 clusters Score -431583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -431587.562500 Penalty: 4154.883789
	Iteration 41Q: 3 clusters Score -431587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -431589.812500 Penalty: 4154.883789
	Iteration 42Q: 3 clusters Score -431589.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -431593.218750 Penalty: 4154.883789
	Iteration 43Q: 3 clusters Score -431593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -431597.656250 Penalty: 4154.883789
	Iteration 44Q: 3 clusters Score -431597.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -431602.125000 Penalty: 4154.883789
	Iteration 45Q: 3 clusters Score -431602.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -431605.781250 Penalty: 4154.883789
	Iteration 46Q: 3 clusters Score -431605.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -431610.500000 Penalty: 4154.883789
	Iteration 47Q: 3 clusters Score -431610.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -431616.312500 Penalty: 4154.883789
	Iteration 48Q: 3 clusters Score -431616.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -431618.781250 Penalty: 4154.883789
	Iteration 49Q: 3 clusters Score -431618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -431620.156250 Penalty: 4154.883789
	Iteration 50Q: 3 clusters Score -431620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -431622.156250 Penalty: 4154.883789
	Iteration 51Q: 3 clusters Score -431622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -431625.593750 Penalty: 4154.883789
	Iteration 52Q: 3 clusters Score -431625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -431628.000000 Penalty: 4154.883789
	Iteration 53Q: 3 clusters Score -431628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -431630.218750 Penalty: 4154.883789
	Iteration 54Q: 3 clusters Score -431630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -431631.687500 Penalty: 4154.883789
	Iteration 55Q: 3 clusters Score -431631.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -431633.250000 Penalty: 4154.883789
	Iteration 56Q: 3 clusters Score -431633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -431633.250000 Penalty: 4154.883789
	Iteration 57F: 3 clusters Score -431633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (289985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289985 members 
Entering Unmasked Estep 
Score: -29012508.000000 Penalty: 3119.240967
	Iteration 0F: 2 clusters Score -2.901251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145153 members 
Mstep: Class 2 contains 144832 members 
Entering Unmasked Estep 
Score: -28828672.000000 Penalty: 6238.481934
	Iteration 0F: 3 clusters Score -2.882867e+07 nChanged 140246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148343 members 
Mstep: Class 2 contains 141642 members 
Entering Unmasked Estep 
Score: -28912472.000000 Penalty: 6238.481934
	Iteration 1F: 3 clusters Score -2.891247e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150229 members 
Mstep: Class 2 contains 139756 members 
Entering Unmasked Estep 
Score: -28914158.000000 Penalty: 6238.481934
	Iteration 2Q: 3 clusters Score -2.891416e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153110 members 
Mstep: Class 2 contains 136875 members 
Entering Unmasked Estep 
Score: -28916460.000000 Penalty: 6238.481934
	Iteration 3Q: 3 clusters Score -2.891646e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157422 members 
Mstep: Class 2 contains 132563 members 
Entering Unmasked Estep 
Score: -28919730.000000 Penalty: 6238.481934
	Iteration 4Q: 3 clusters Score -2.891973e+07 nChanged 11780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163638 members 
Mstep: Class 2 contains 126347 members 
Entering Unmasked Estep 
Score: -28924576.000000 Penalty: 6238.481934
	Iteration 5Q: 3 clusters Score -2.892458e+07 nChanged 14352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172010 members 
Mstep: Class 2 contains 117975 members 
Entering Unmasked Estep 
Score: -28931684.000000 Penalty: 6238.481934
	Iteration 6Q: 3 clusters Score -2.893168e+07 nChanged 16550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182250 members 
Mstep: Class 2 contains 107735 members 
Entering Unmasked Estep 
Score: -28940658.000000 Penalty: 6238.481934
	Iteration 7F: 3 clusters Score -2.894066e+07 nChanged 17432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192816 members 
Mstep: Class 2 contains 97169 members 
Entering Unmasked Estep 
Score: -28950596.000000 Penalty: 6238.481934
	Iteration 8F: 3 clusters Score -2.89506e+07 nChanged 16816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201580 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -28961102.000000 Penalty: 6238.481934
	Iteration 9F: 3 clusters Score -2.89611e+07 nChanged 14760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207162 members 
Mstep: Class 2 contains 82823 members 
Entering Unmasked Estep 
Score: -28969360.000000 Penalty: 6238.481934
	Iteration 10F: 3 clusters Score -2.896936e+07 nChanged 11405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210189 members 
Mstep: Class 2 contains 79796 members 
Entering Unmasked Estep 
Score: -28973750.000000 Penalty: 6238.481934
	Iteration 11Q: 3 clusters Score -2.897375e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212345 members 
Mstep: Class 2 contains 77640 members 
Entering Unmasked Estep 
Score: -28975280.000000 Penalty: 6238.481934
	Iteration 12Q: 3 clusters Score -2.897528e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214401 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -28975916.000000 Penalty: 6238.481934
	Iteration 13Q: 3 clusters Score -2.897592e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216375 members 
Mstep: Class 2 contains 73610 members 
Entering Unmasked Estep 
Score: -28976022.000000 Penalty: 6238.481934
	Iteration 14Q: 3 clusters Score -2.897602e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218258 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
Score: -28976182.000000 Penalty: 6238.481934
	Iteration 15Q: 3 clusters Score -2.897618e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220130 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -28976438.000000 Penalty: 6238.481934
	Iteration 16Q: 3 clusters Score -2.897644e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221948 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -28976728.000000 Penalty: 6238.481934
	Iteration 17Q: 3 clusters Score -2.897673e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223711 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -28976942.000000 Penalty: 6238.481934
	Iteration 18Q: 3 clusters Score -2.897694e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225381 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -28977420.000000 Penalty: 6238.481934
	Iteration 19Q: 3 clusters Score -2.897742e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226957 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -28977760.000000 Penalty: 6238.481934
	Iteration 20F: 3 clusters Score -2.897776e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228515 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -28978132.000000 Penalty: 6238.481934
	Iteration 21Q: 3 clusters Score -2.897813e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230031 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -28978632.000000 Penalty: 6238.481934
	Iteration 22Q: 3 clusters Score -2.897863e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231570 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -28979154.000000 Penalty: 6238.481934
	Iteration 23Q: 3 clusters Score -2.897915e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232979 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -28979682.000000 Penalty: 6238.481934
	Iteration 24Q: 3 clusters Score -2.897968e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234398 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -28980096.000000 Penalty: 6238.481934
	Iteration 25Q: 3 clusters Score -2.89801e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235801 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -28980610.000000 Penalty: 6238.481934
	Iteration 26Q: 3 clusters Score -2.898061e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237190 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -28981320.000000 Penalty: 6238.481934
	Iteration 27Q: 3 clusters Score -2.898132e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238670 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -28981998.000000 Penalty: 6238.481934
	Iteration 28Q: 3 clusters Score -2.8982e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240138 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -28982558.000000 Penalty: 6238.481934
	Iteration 29Q: 3 clusters Score -2.898256e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241636 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -28983302.000000 Penalty: 6238.481934
	Iteration 30Q: 3 clusters Score -2.89833e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243045 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -28984016.000000 Penalty: 6238.481934
	Iteration 31Q: 3 clusters Score -2.898402e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244484 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -28984818.000000 Penalty: 6238.481934
	Iteration 32Q: 3 clusters Score -2.898482e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245959 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -28985764.000000 Penalty: 6238.481934
	Iteration 33Q: 3 clusters Score -2.898576e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247455 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -28986616.000000 Penalty: 6238.481934
	Iteration 34Q: 3 clusters Score -2.898662e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248918 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -28987594.000000 Penalty: 6238.481934
	Iteration 35Q: 3 clusters Score -2.898759e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250394 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -28988422.000000 Penalty: 6238.481934
	Iteration 36Q: 3 clusters Score -2.898842e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251848 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -28989404.000000 Penalty: 6238.481934
	Iteration 37Q: 3 clusters Score -2.89894e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253281 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -28990308.000000 Penalty: 6238.481934
	Iteration 38Q: 3 clusters Score -2.899031e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254802 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -28991334.000000 Penalty: 6238.481934
	Iteration 39Q: 3 clusters Score -2.899133e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256363 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -28992346.000000 Penalty: 6238.481934
	Iteration 40F: 3 clusters Score -2.899235e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257907 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -28993272.000000 Penalty: 6238.481934
	Iteration 41Q: 3 clusters Score -2.899327e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259467 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -28994300.000000 Penalty: 6238.481934
	Iteration 42Q: 3 clusters Score -2.89943e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261011 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -28995440.000000 Penalty: 6238.481934
	Iteration 43Q: 3 clusters Score -2.899544e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262580 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -28996500.000000 Penalty: 6238.481934
	Iteration 44Q: 3 clusters Score -2.89965e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264054 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -28997678.000000 Penalty: 6238.481934
	Iteration 45Q: 3 clusters Score -2.899768e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265522 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -28998842.000000 Penalty: 6238.481934
	Iteration 46Q: 3 clusters Score -2.899884e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266920 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -29000124.000000 Penalty: 6238.481934
	Iteration 47Q: 3 clusters Score -2.900012e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268208 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -29001332.000000 Penalty: 6238.481934
	Iteration 48Q: 3 clusters Score -2.900133e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269444 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -29002358.000000 Penalty: 6238.481934
	Iteration 49Q: 3 clusters Score -2.900236e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270629 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -29003708.000000 Penalty: 6238.481934
	Iteration 50Q: 3 clusters Score -2.900371e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271702 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -29004950.000000 Penalty: 6238.481934
	Iteration 51Q: 3 clusters Score -2.900495e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272616 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -29006264.000000 Penalty: 6238.481934
	Iteration 52Q: 3 clusters Score -2.900626e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273401 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -29007442.000000 Penalty: 6238.481934
	Iteration 53Q: 3 clusters Score -2.900744e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273988 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -29008186.000000 Penalty: 6238.481934
	Iteration 54Q: 3 clusters Score -2.900819e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274437 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -29008858.000000 Penalty: 6238.481934
	Iteration 55Q: 3 clusters Score -2.900886e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274770 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -29009154.000000 Penalty: 6238.481934
	Iteration 56Q: 3 clusters Score -2.900915e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274982 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -29009268.000000 Penalty: 6238.481934
	Iteration 57Q: 3 clusters Score -2.900927e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275190 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -29009460.000000 Penalty: 6238.481934
	Iteration 58Q: 3 clusters Score -2.900946e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275397 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -29009548.000000 Penalty: 6238.481934
	Iteration 59Q: 3 clusters Score -2.900955e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275578 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -29009728.000000 Penalty: 6238.481934
	Iteration 60F: 3 clusters Score -2.900973e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275702 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -29009802.000000 Penalty: 6238.481934
	Iteration 61Q: 3 clusters Score -2.90098e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275825 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -29009936.000000 Penalty: 6238.481934
	Iteration 62Q: 3 clusters Score -2.900994e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275948 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -29010040.000000 Penalty: 6238.481934
	Iteration 63Q: 3 clusters Score -2.901004e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276066 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -29010124.000000 Penalty: 6238.481934
	Iteration 64Q: 3 clusters Score -2.901012e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276178 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -29010190.000000 Penalty: 6238.481934
	Iteration 65Q: 3 clusters Score -2.901019e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276265 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -29010246.000000 Penalty: 6238.481934
	Iteration 66Q: 3 clusters Score -2.901025e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276372 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -29010280.000000 Penalty: 6238.481934
	Iteration 67Q: 3 clusters Score -2.901028e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276468 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -29010310.000000 Penalty: 6238.481934
	Iteration 68Q: 3 clusters Score -2.901031e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276556 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -29010332.000000 Penalty: 6238.481934
	Iteration 69Q: 3 clusters Score -2.901033e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276655 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -29010404.000000 Penalty: 6238.481934
	Iteration 70Q: 3 clusters Score -2.90104e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276734 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -29010380.000000 Penalty: 6238.481934
	Iteration 71Q: 3 clusters Score -2.901038e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276808 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -29010380.000000 Penalty: 6238.481934
	Iteration 72Q: 3 clusters Score -2.901038e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276877 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -29010386.000000 Penalty: 6238.481934
	Iteration 73Q: 3 clusters Score -2.901039e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276940 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -29010420.000000 Penalty: 6238.481934
	Iteration 74Q: 3 clusters Score -2.901042e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276992 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -29010422.000000 Penalty: 6238.481934
	Iteration 75Q: 3 clusters Score -2.901042e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277051 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -29010436.000000 Penalty: 6238.481934
	Iteration 76Q: 3 clusters Score -2.901044e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277102 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -29010452.000000 Penalty: 6238.481934
	Iteration 77Q: 3 clusters Score -2.901045e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277159 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -29010498.000000 Penalty: 6238.481934
	Iteration 78Q: 3 clusters Score -2.90105e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277206 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -29010492.000000 Penalty: 6238.481934
	Iteration 79Q: 3 clusters Score -2.901049e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277247 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -29010538.000000 Penalty: 6238.481934
	Iteration 80F: 3 clusters Score -2.901054e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277279 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -29010506.000000 Penalty: 6238.481934
	Iteration 81Q: 3 clusters Score -2.901051e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277312 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -29010516.000000 Penalty: 6238.481934
	Iteration 82Q: 3 clusters Score -2.901052e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277350 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -29010524.000000 Penalty: 6238.481934
	Iteration 83Q: 3 clusters Score -2.901052e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277400 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -29010514.000000 Penalty: 6238.481934
	Iteration 84Q: 3 clusters Score -2.901051e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277443 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -29010544.000000 Penalty: 6238.481934
	Iteration 85Q: 3 clusters Score -2.901054e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277473 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -29010542.000000 Penalty: 6238.481934
	Iteration 86Q: 3 clusters Score -2.901054e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277508 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -29010564.000000 Penalty: 6238.481934
	Iteration 87Q: 3 clusters Score -2.901056e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277532 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -29010532.000000 Penalty: 6238.481934
	Iteration 88Q: 3 clusters Score -2.901053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277546 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -29010546.000000 Penalty: 6238.481934
	Iteration 89Q: 3 clusters Score -2.901055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277558 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -29010538.000000 Penalty: 6238.481934
	Iteration 90Q: 3 clusters Score -2.901054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277574 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -29010528.000000 Penalty: 6238.481934
	Iteration 91Q: 3 clusters Score -2.901053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277590 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -29010554.000000 Penalty: 6238.481934
	Iteration 92Q: 3 clusters Score -2.901055e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277607 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -29010566.000000 Penalty: 6238.481934
	Iteration 93Q: 3 clusters Score -2.901057e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277628 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -29010548.000000 Penalty: 6238.481934
	Iteration 94Q: 3 clusters Score -2.901055e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277647 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -29010596.000000 Penalty: 6238.481934
	Iteration 95Q: 3 clusters Score -2.90106e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277670 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -29010568.000000 Penalty: 6238.481934
	Iteration 96Q: 3 clusters Score -2.901057e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277693 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -29010570.000000 Penalty: 6238.481934
	Iteration 97Q: 3 clusters Score -2.901057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277708 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -29010570.000000 Penalty: 6238.481934
	Iteration 98Q: 3 clusters Score -2.901057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277715 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -29010600.000000 Penalty: 6238.481934
	Iteration 99Q: 3 clusters Score -2.90106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277726 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -29010578.000000 Penalty: 6238.481934
	Iteration 100F: 3 clusters Score -2.901058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277736 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -29010596.000000 Penalty: 6238.481934
	Iteration 101Q: 3 clusters Score -2.90106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277748 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -29010596.000000 Penalty: 6238.481934
	Iteration 102Q: 3 clusters Score -2.90106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277760 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -29010602.000000 Penalty: 6238.481934
	Iteration 103Q: 3 clusters Score -2.90106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277775 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -29010586.000000 Penalty: 6238.481934
	Iteration 104Q: 3 clusters Score -2.901059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277790 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -29010582.000000 Penalty: 6238.481934
	Iteration 105Q: 3 clusters Score -2.901058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277803 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -29010588.000000 Penalty: 6238.481934
	Iteration 106Q: 3 clusters Score -2.901059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277816 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -29010590.000000 Penalty: 6238.481934
	Iteration 107Q: 3 clusters Score -2.901059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277828 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -29010616.000000 Penalty: 6238.481934
	Iteration 108Q: 3 clusters Score -2.901062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277841 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -29010630.000000 Penalty: 6238.481934
	Iteration 109Q: 3 clusters Score -2.901063e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277853 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -29010600.000000 Penalty: 6238.481934
	Iteration 110Q: 3 clusters Score -2.90106e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277865 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -29010616.000000 Penalty: 6238.481934
	Iteration 111Q: 3 clusters Score -2.901062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277878 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -29010612.000000 Penalty: 6238.481934
	Iteration 112Q: 3 clusters Score -2.901061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277897 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -29010640.000000 Penalty: 6238.481934
	Iteration 113Q: 3 clusters Score -2.901064e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277912 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -29010640.000000 Penalty: 6238.481934
	Iteration 114Q: 3 clusters Score -2.901064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277925 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -29010646.000000 Penalty: 6238.481934
	Iteration 115Q: 3 clusters Score -2.901065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277933 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -29010634.000000 Penalty: 6238.481934
	Iteration 116Q: 3 clusters Score -2.901063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277943 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -29010658.000000 Penalty: 6238.481934
	Iteration 117Q: 3 clusters Score -2.901066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277948 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -29010650.000000 Penalty: 6238.481934
	Iteration 118Q: 3 clusters Score -2.901065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277955 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -29010662.000000 Penalty: 6238.481934
	Iteration 119Q: 3 clusters Score -2.901066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277964 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -29010670.000000 Penalty: 6238.481934
	Iteration 120F: 3 clusters Score -2.901067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277972 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -29010678.000000 Penalty: 6238.481934
	Iteration 121Q: 3 clusters Score -2.901068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277986 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -29010656.000000 Penalty: 6238.481934
	Iteration 122Q: 3 clusters Score -2.901066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278000 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -29010646.000000 Penalty: 6238.481934
	Iteration 123Q: 3 clusters Score -2.901065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278013 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -29010676.000000 Penalty: 6238.481934
	Iteration 124Q: 3 clusters Score -2.901068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278025 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -29010666.000000 Penalty: 6238.481934
	Iteration 125Q: 3 clusters Score -2.901067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278039 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -29010666.000000 Penalty: 6238.481934
	Iteration 126Q: 3 clusters Score -2.901067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278049 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -29010686.000000 Penalty: 6238.481934
	Iteration 127Q: 3 clusters Score -2.901069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278052 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -29010680.000000 Penalty: 6238.481934
	Iteration 128Q: 3 clusters Score -2.901068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278059 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -29010664.000000 Penalty: 6238.481934
	Iteration 129Q: 3 clusters Score -2.901066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278064 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -29010658.000000 Penalty: 6238.481934
	Iteration 130Q: 3 clusters Score -2.901066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278070 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -29010660.000000 Penalty: 6238.481934
	Iteration 131Q: 3 clusters Score -2.901066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278076 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -29010674.000000 Penalty: 6238.481934
	Iteration 132Q: 3 clusters Score -2.901067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278078 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -29010688.000000 Penalty: 6238.481934
	Iteration 133Q: 3 clusters Score -2.901069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278084 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -29010690.000000 Penalty: 6238.481934
	Iteration 134Q: 3 clusters Score -2.901069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278087 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -29010686.000000 Penalty: 6238.481934
	Iteration 135Q: 3 clusters Score -2.901069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278092 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -29010680.000000 Penalty: 6238.481934
	Iteration 136Q: 3 clusters Score -2.901068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278097 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -29010696.000000 Penalty: 6238.481934
	Iteration 137Q: 3 clusters Score -2.90107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278106 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -29010698.000000 Penalty: 6238.481934
	Iteration 138Q: 3 clusters Score -2.90107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278112 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -29010696.000000 Penalty: 6238.481934
	Iteration 139Q: 3 clusters Score -2.90107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278120 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -29010726.000000 Penalty: 6238.481934
	Iteration 140F: 3 clusters Score -2.901073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278125 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -29010710.000000 Penalty: 6238.481934
	Iteration 141Q: 3 clusters Score -2.901071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278129 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -29010704.000000 Penalty: 6238.481934
	Iteration 142Q: 3 clusters Score -2.90107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278132 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -29010694.000000 Penalty: 6238.481934
	Iteration 143Q: 3 clusters Score -2.901069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278135 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -29010686.000000 Penalty: 6238.481934
	Iteration 144Q: 3 clusters Score -2.901069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278141 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -29010686.000000 Penalty: 6238.481934
	Iteration 145Q: 3 clusters Score -2.901069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278150 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -29010690.000000 Penalty: 6238.481934
	Iteration 146Q: 3 clusters Score -2.901069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278162 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -29010692.000000 Penalty: 6238.481934
	Iteration 147Q: 3 clusters Score -2.901069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278175 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -29010698.000000 Penalty: 6238.481934
	Iteration 148Q: 3 clusters Score -2.90107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278184 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -29010706.000000 Penalty: 6238.481934
	Iteration 149Q: 3 clusters Score -2.901071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278191 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -29010704.000000 Penalty: 6238.481934
	Iteration 150Q: 3 clusters Score -2.90107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278199 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -29010714.000000 Penalty: 6238.481934
	Iteration 151Q: 3 clusters Score -2.901071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278211 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -29010718.000000 Penalty: 6238.481934
	Iteration 152Q: 3 clusters Score -2.901072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278219 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -29010718.000000 Penalty: 6238.481934
	Iteration 153Q: 3 clusters Score -2.901072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278225 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -29010714.000000 Penalty: 6238.481934
	Iteration 154Q: 3 clusters Score -2.901071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278229 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -29010698.000000 Penalty: 6238.481934
	Iteration 155Q: 3 clusters Score -2.90107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278235 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -29010706.000000 Penalty: 6238.481934
	Iteration 156Q: 3 clusters Score -2.901071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278246 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -29010710.000000 Penalty: 6238.481934
	Iteration 157Q: 3 clusters Score -2.901071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278252 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -29010716.000000 Penalty: 6238.481934
	Iteration 158Q: 3 clusters Score -2.901072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278254 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -29010730.000000 Penalty: 6238.481934
	Iteration 159Q: 3 clusters Score -2.901073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278261 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -29010712.000000 Penalty: 6238.481934
	Iteration 160F: 3 clusters Score -2.901071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278265 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -29010706.000000 Penalty: 6238.481934
	Iteration 161Q: 3 clusters Score -2.901071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278267 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -29010716.000000 Penalty: 6238.481934
	Iteration 162Q: 3 clusters Score -2.901072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278268 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -29010702.000000 Penalty: 6238.481934
	Iteration 163Q: 3 clusters Score -2.90107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278270 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -29010716.000000 Penalty: 6238.481934
	Iteration 164Q: 3 clusters Score -2.901072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278274 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -29010722.000000 Penalty: 6238.481934
	Iteration 165Q: 3 clusters Score -2.901072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278281 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -29010706.000000 Penalty: 6238.481934
	Iteration 166Q: 3 clusters Score -2.901071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278286 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -29010702.000000 Penalty: 6238.481934
	Iteration 167Q: 3 clusters Score -2.90107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278290 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -29010694.000000 Penalty: 6238.481934
	Iteration 168Q: 3 clusters Score -2.901069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278296 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -29010696.000000 Penalty: 6238.481934
	Iteration 169Q: 3 clusters Score -2.90107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278305 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -29010700.000000 Penalty: 6238.481934
	Iteration 170Q: 3 clusters Score -2.90107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278314 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -29010718.000000 Penalty: 6238.481934
	Iteration 171Q: 3 clusters Score -2.901072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278327 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -29010722.000000 Penalty: 6238.481934
	Iteration 172Q: 3 clusters Score -2.901072e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278341 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -29010720.000000 Penalty: 6238.481934
	Iteration 173Q: 3 clusters Score -2.901072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278352 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -29010712.000000 Penalty: 6238.481934
	Iteration 174Q: 3 clusters Score -2.901071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278362 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -29010726.000000 Penalty: 6238.481934
	Iteration 175Q: 3 clusters Score -2.901073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278378 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -29010748.000000 Penalty: 6238.481934
	Iteration 176Q: 3 clusters Score -2.901075e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278400 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -29010738.000000 Penalty: 6238.481934
	Iteration 177Q: 3 clusters Score -2.901074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278413 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -29010732.000000 Penalty: 6238.481934
	Iteration 178Q: 3 clusters Score -2.901073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278428 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -29010732.000000 Penalty: 6238.481934
	Iteration 179Q: 3 clusters Score -2.901073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278431 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -29010722.000000 Penalty: 6238.481934
	Iteration 180F: 3 clusters Score -2.901072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278436 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -29010730.000000 Penalty: 6238.481934
	Iteration 181Q: 3 clusters Score -2.901073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278440 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -29010712.000000 Penalty: 6238.481934
	Iteration 182Q: 3 clusters Score -2.901071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278444 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -29010694.000000 Penalty: 6238.481934
	Iteration 183Q: 3 clusters Score -2.901069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278453 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -29010698.000000 Penalty: 6238.481934
	Iteration 184Q: 3 clusters Score -2.90107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278461 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -29010712.000000 Penalty: 6238.481934
	Iteration 185Q: 3 clusters Score -2.901071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278466 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -29010714.000000 Penalty: 6238.481934
	Iteration 186Q: 3 clusters Score -2.901071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278471 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -29010708.000000 Penalty: 6238.481934
	Iteration 187Q: 3 clusters Score -2.901071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278477 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -29010716.000000 Penalty: 6238.481934
	Iteration 188Q: 3 clusters Score -2.901072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278479 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -29010720.000000 Penalty: 6238.481934
	Iteration 189Q: 3 clusters Score -2.901072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278481 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -29010712.000000 Penalty: 6238.481934
	Iteration 190Q: 3 clusters Score -2.901071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278481 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -29010712.000000 Penalty: 6238.481934
	Iteration 191F: 3 clusters Score -2.901071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Entering Unmasked Estep 
Score: -4298021.000000 Penalty: 2642.304932
	Iteration 0F: 2 clusters Score -4298021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4269321.000000 Penalty: 5284.609863
	Iteration 0F: 3 clusters Score -4269321 nChanged 19357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -4279918.500000 Penalty: 5284.609863
	Iteration 1F: 3 clusters Score -4279918 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -4280361.000000 Penalty: 5284.609863
	Iteration 2Q: 3 clusters Score -4280361 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -4280796.500000 Penalty: 5284.609863
	Iteration 3Q: 3 clusters Score -4280796 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -4281170.000000 Penalty: 5284.609863
	Iteration 4Q: 3 clusters Score -4281170 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -4281615.000000 Penalty: 5284.609863
	Iteration 5Q: 3 clusters Score -4281615 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4282075.500000 Penalty: 5284.609863
	Iteration 6Q: 3 clusters Score -4282076 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -4282727.000000 Penalty: 5284.609863
	Iteration 7Q: 3 clusters Score -4282727 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -4283736.500000 Penalty: 5284.609863
	Iteration 8Q: 3 clusters Score -4283736 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -4285157.000000 Penalty: 5284.609863
	Iteration 9F: 3 clusters Score -4285157 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -4287048.000000 Penalty: 5284.609863
	Iteration 10F: 3 clusters Score -4287048 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -4289350.000000 Penalty: 5284.609863
	Iteration 11F: 3 clusters Score -4289350 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -4291484.500000 Penalty: 5284.609863
	Iteration 12F: 3 clusters Score -4291484 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -4293200.000000 Penalty: 5284.609863
	Iteration 13Q: 3 clusters Score -4293200 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4294279.000000 Penalty: 5284.609863
	Iteration 14Q: 3 clusters Score -4294279 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4294931.000000 Penalty: 5284.609863
	Iteration 15Q: 3 clusters Score -4294931 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4295279.000000 Penalty: 5284.609863
	Iteration 16Q: 3 clusters Score -4295279 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4295444.000000 Penalty: 5284.609863
	Iteration 17Q: 3 clusters Score -4295444 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4295515.500000 Penalty: 5284.609863
	Iteration 18Q: 3 clusters Score -4295516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4295560.500000 Penalty: 5284.609863
	Iteration 19Q: 3 clusters Score -4295560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4295592.000000 Penalty: 5284.609863
	Iteration 20F: 3 clusters Score -4295592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4295616.500000 Penalty: 5284.609863
	Iteration 21Q: 3 clusters Score -4295616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4295628.000000 Penalty: 5284.609863
	Iteration 22Q: 3 clusters Score -4295628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4295634.500000 Penalty: 5284.609863
	Iteration 23Q: 3 clusters Score -4295634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4295641.500000 Penalty: 5284.609863
	Iteration 24Q: 3 clusters Score -4295642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4295654.000000 Penalty: 5284.609863
	Iteration 25Q: 3 clusters Score -4295654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4295664.500000 Penalty: 5284.609863
	Iteration 26Q: 3 clusters Score -4295664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4295669.000000 Penalty: 5284.609863
	Iteration 27Q: 3 clusters Score -4295669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4295673.000000 Penalty: 5284.609863
	Iteration 28Q: 3 clusters Score -4295673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4295672.500000 Penalty: 5284.609863
	Iteration 29Q: 3 clusters Score -4295672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4295674.000000 Penalty: 5284.609863
	Iteration 30Q: 3 clusters Score -4295674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4295675.500000 Penalty: 5284.609863
	Iteration 31Q: 3 clusters Score -4295676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4295675.500000 Penalty: 5284.609863
	Iteration 32Q: 3 clusters Score -4295676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4295675.500000 Penalty: 5284.609863
	Iteration 33F: 3 clusters Score -4295676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Entering Unmasked Estep 
Score: -1595492.375000 Penalty: 2407.393066
	Iteration 0F: 2 clusters Score -1595492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1583754.250000 Penalty: 4814.786133
	Iteration 0F: 3 clusters Score -1583754 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1587791.000000 Penalty: 4814.786133
	Iteration 1F: 3 clusters Score -1587791 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1588304.750000 Penalty: 4814.786133
	Iteration 2F: 3 clusters Score -1588305 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1588813.750000 Penalty: 4814.786133
	Iteration 3F: 3 clusters Score -1588814 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1589280.250000 Penalty: 4814.786133
	Iteration 4F: 3 clusters Score -1589280 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1589741.750000 Penalty: 4814.786133
	Iteration 5F: 3 clusters Score -1589742 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1590214.500000 Penalty: 4814.786133
	Iteration 6F: 3 clusters Score -1590214 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1590619.875000 Penalty: 4814.786133
	Iteration 7Q: 3 clusters Score -1590620 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1590949.500000 Penalty: 4814.786133
	Iteration 8Q: 3 clusters Score -1590950 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1591210.250000 Penalty: 4814.786133
	Iteration 9Q: 3 clusters Score -1591210 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1591406.000000 Penalty: 4814.786133
	Iteration 10Q: 3 clusters Score -1591406 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1591605.625000 Penalty: 4814.786133
	Iteration 11Q: 3 clusters Score -1591606 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1591759.625000 Penalty: 4814.786133
	Iteration 12Q: 3 clusters Score -1591760 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1591899.500000 Penalty: 4814.786133
	Iteration 13Q: 3 clusters Score -1591900 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1591999.125000 Penalty: 4814.786133
	Iteration 14Q: 3 clusters Score -1591999 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1592090.250000 Penalty: 4814.786133
	Iteration 15Q: 3 clusters Score -1592090 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1592169.625000 Penalty: 4814.786133
	Iteration 16Q: 3 clusters Score -1592170 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1592245.250000 Penalty: 4814.786133
	Iteration 17Q: 3 clusters Score -1592245 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1592322.625000 Penalty: 4814.786133
	Iteration 18Q: 3 clusters Score -1592323 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1592400.000000 Penalty: 4814.786133
	Iteration 19Q: 3 clusters Score -1592400 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1592472.500000 Penalty: 4814.786133
	Iteration 20F: 3 clusters Score -1592472 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1592547.625000 Penalty: 4814.786133
	Iteration 21Q: 3 clusters Score -1592548 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1592616.750000 Penalty: 4814.786133
	Iteration 22Q: 3 clusters Score -1592617 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1592683.750000 Penalty: 4814.786133
	Iteration 23Q: 3 clusters Score -1592684 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1592758.250000 Penalty: 4814.786133
	Iteration 24Q: 3 clusters Score -1592758 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1592818.000000 Penalty: 4814.786133
	Iteration 25Q: 3 clusters Score -1592818 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1592870.500000 Penalty: 4814.786133
	Iteration 26Q: 3 clusters Score -1592870 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1592919.500000 Penalty: 4814.786133
	Iteration 27Q: 3 clusters Score -1592920 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1592968.375000 Penalty: 4814.786133
	Iteration 28Q: 3 clusters Score -1592968 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1593013.750000 Penalty: 4814.786133
	Iteration 29Q: 3 clusters Score -1593014 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1593043.750000 Penalty: 4814.786133
	Iteration 30Q: 3 clusters Score -1593044 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1593077.125000 Penalty: 4814.786133
	Iteration 31Q: 3 clusters Score -1593077 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1593104.750000 Penalty: 4814.786133
	Iteration 32Q: 3 clusters Score -1593105 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1593132.125000 Penalty: 4814.786133
	Iteration 33Q: 3 clusters Score -1593132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1593152.000000 Penalty: 4814.786133
	Iteration 34Q: 3 clusters Score -1593152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1593181.750000 Penalty: 4814.786133
	Iteration 35Q: 3 clusters Score -1593182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1593208.875000 Penalty: 4814.786133
	Iteration 36Q: 3 clusters Score -1593209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1593237.750000 Penalty: 4814.786133
	Iteration 37Q: 3 clusters Score -1593238 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1593259.875000 Penalty: 4814.786133
	Iteration 38Q: 3 clusters Score -1593260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1593281.500000 Penalty: 4814.786133
	Iteration 39Q: 3 clusters Score -1593282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1593296.250000 Penalty: 4814.786133
	Iteration 40F: 3 clusters Score -1593296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1593304.625000 Penalty: 4814.786133
	Iteration 41Q: 3 clusters Score -1593305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1593311.250000 Penalty: 4814.786133
	Iteration 42Q: 3 clusters Score -1593311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1593325.375000 Penalty: 4814.786133
	Iteration 43Q: 3 clusters Score -1593325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1593330.625000 Penalty: 4814.786133
	Iteration 44Q: 3 clusters Score -1593331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1593335.875000 Penalty: 4814.786133
	Iteration 45Q: 3 clusters Score -1593336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1593343.500000 Penalty: 4814.786133
	Iteration 46Q: 3 clusters Score -1593344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1593350.500000 Penalty: 4814.786133
	Iteration 47Q: 3 clusters Score -1593350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1593364.500000 Penalty: 4814.786133
	Iteration 48Q: 3 clusters Score -1593364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1593371.000000 Penalty: 4814.786133
	Iteration 49Q: 3 clusters Score -1593371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1593371.375000 Penalty: 4814.786133
	Iteration 50Q: 3 clusters Score -1593371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1593379.875000 Penalty: 4814.786133
	Iteration 51Q: 3 clusters Score -1593380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1593384.000000 Penalty: 4814.786133
	Iteration 52Q: 3 clusters Score -1593384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1593386.000000 Penalty: 4814.786133
	Iteration 53Q: 3 clusters Score -1593386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1593388.125000 Penalty: 4814.786133
	Iteration 54Q: 3 clusters Score -1593388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1593391.375000 Penalty: 4814.786133
	Iteration 55Q: 3 clusters Score -1593391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1593395.125000 Penalty: 4814.786133
	Iteration 56Q: 3 clusters Score -1593395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1593400.750000 Penalty: 4814.786133
	Iteration 57Q: 3 clusters Score -1593401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1593403.250000 Penalty: 4814.786133
	Iteration 58Q: 3 clusters Score -1593403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1593404.875000 Penalty: 4814.786133
	Iteration 59Q: 3 clusters Score -1593405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1593410.250000 Penalty: 4814.786133
	Iteration 60F: 3 clusters Score -1593410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1593416.125000 Penalty: 4814.786133
	Iteration 61Q: 3 clusters Score -1593416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1593421.250000 Penalty: 4814.786133
	Iteration 62Q: 3 clusters Score -1593421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1593422.875000 Penalty: 4814.786133
	Iteration 63Q: 3 clusters Score -1593423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1593425.000000 Penalty: 4814.786133
	Iteration 64Q: 3 clusters Score -1593425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1593429.375000 Penalty: 4814.786133
	Iteration 65Q: 3 clusters Score -1593429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1593434.125000 Penalty: 4814.786133
	Iteration 66Q: 3 clusters Score -1593434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1593436.875000 Penalty: 4814.786133
	Iteration 67Q: 3 clusters Score -1593437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1593437.875000 Penalty: 4814.786133
	Iteration 68Q: 3 clusters Score -1593438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1593443.125000 Penalty: 4814.786133
	Iteration 69Q: 3 clusters Score -1593443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1593445.875000 Penalty: 4814.786133
	Iteration 70Q: 3 clusters Score -1593446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1593447.750000 Penalty: 4814.786133
	Iteration 71Q: 3 clusters Score -1593448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1593448.625000 Penalty: 4814.786133
	Iteration 72Q: 3 clusters Score -1593449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1593449.625000 Penalty: 4814.786133
	Iteration 73Q: 3 clusters Score -1593450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1593448.250000 Penalty: 4814.786133
	Iteration 74Q: 3 clusters Score -1593448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1593452.375000 Penalty: 4814.786133
	Iteration 75Q: 3 clusters Score -1593452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1593451.250000 Penalty: 4814.786133
	Iteration 76Q: 3 clusters Score -1593451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1593452.750000 Penalty: 4814.786133
	Iteration 77Q: 3 clusters Score -1593453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1593456.125000 Penalty: 4814.786133
	Iteration 78Q: 3 clusters Score -1593456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1593458.500000 Penalty: 4814.786133
	Iteration 79Q: 3 clusters Score -1593458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1593456.125000 Penalty: 4814.786133
	Iteration 80F: 3 clusters Score -1593456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1593457.875000 Penalty: 4814.786133
	Iteration 81Q: 3 clusters Score -1593458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1593457.875000 Penalty: 4814.786133
	Iteration 82F: 3 clusters Score -1593458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Entering Unmasked Estep 
Score: -650491.687500 Penalty: 2188.993652
	Iteration 0F: 2 clusters Score -650491.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -644814.750000 Penalty: 4377.987305
	Iteration 0F: 3 clusters Score -644814.8 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -646302.937500 Penalty: 4377.987305
	Iteration 1F: 3 clusters Score -646302.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -646587.062500 Penalty: 4377.987305
	Iteration 2F: 3 clusters Score -646587.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -646783.687500 Penalty: 4377.987305
	Iteration 3F: 3 clusters Score -646783.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -646942.312500 Penalty: 4377.987305
	Iteration 4Q: 3 clusters Score -646942.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -647079.375000 Penalty: 4377.987305
	Iteration 5Q: 3 clusters Score -647079.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -647188.812500 Penalty: 4377.987305
	Iteration 6Q: 3 clusters Score -647188.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -647287.125000 Penalty: 4377.987305
	Iteration 7Q: 3 clusters Score -647287.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -647393.500000 Penalty: 4377.987305
	Iteration 8Q: 3 clusters Score -647393.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -647516.875000 Penalty: 4377.987305
	Iteration 9Q: 3 clusters Score -647516.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -647664.312500 Penalty: 4377.987305
	Iteration 10Q: 3 clusters Score -647664.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -647840.562500 Penalty: 4377.987305
	Iteration 11Q: 3 clusters Score -647840.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -648066.812500 Penalty: 4377.987305
	Iteration 12Q: 3 clusters Score -648066.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -648278.375000 Penalty: 4377.987305
	Iteration 13Q: 3 clusters Score -648278.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -648535.500000 Penalty: 4377.987305
	Iteration 14Q: 3 clusters Score -648535.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -648842.875000 Penalty: 4377.987305
	Iteration 15Q: 3 clusters Score -648842.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -649112.500000 Penalty: 4377.987305
	Iteration 16Q: 3 clusters Score -649112.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -649419.562500 Penalty: 4377.987305
	Iteration 17Q: 3 clusters Score -649419.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -649731.687500 Penalty: 4377.987305
	Iteration 18Q: 3 clusters Score -649731.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -649921.812500 Penalty: 4377.987305
	Iteration 19Q: 3 clusters Score -649921.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -650031.687500 Penalty: 4377.987305
	Iteration 20F: 3 clusters Score -650031.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -650136.812500 Penalty: 4377.987305
	Iteration 21Q: 3 clusters Score -650136.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -650235.062500 Penalty: 4377.987305
	Iteration 22Q: 3 clusters Score -650235.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -650285.875000 Penalty: 4377.987305
	Iteration 23Q: 3 clusters Score -650285.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -650301.375000 Penalty: 4377.987305
	Iteration 24Q: 3 clusters Score -650301.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -650311.812500 Penalty: 4377.987305
	Iteration 25Q: 3 clusters Score -650311.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -650322.875000 Penalty: 4377.987305
	Iteration 26Q: 3 clusters Score -650322.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -650330.500000 Penalty: 4377.987305
	Iteration 27Q: 3 clusters Score -650330.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -650343.437500 Penalty: 4377.987305
	Iteration 28Q: 3 clusters Score -650343.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -650347.625000 Penalty: 4377.987305
	Iteration 29Q: 3 clusters Score -650347.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -650350.250000 Penalty: 4377.987305
	Iteration 30Q: 3 clusters Score -650350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -650358.312500 Penalty: 4377.987305
	Iteration 31F: 3 clusters Score -650358.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -650361.937500 Penalty: 4377.987305
	Iteration 32Q: 3 clusters Score -650361.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -650364.312500 Penalty: 4377.987305
	Iteration 33Q: 3 clusters Score -650364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -650369.437500 Penalty: 4377.987305
	Iteration 34Q: 3 clusters Score -650369.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -650373.375000 Penalty: 4377.987305
	Iteration 35Q: 3 clusters Score -650373.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -650376.437500 Penalty: 4377.987305
	Iteration 36Q: 3 clusters Score -650376.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -650381.687500 Penalty: 4377.987305
	Iteration 37Q: 3 clusters Score -650381.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -650383.625000 Penalty: 4377.987305
	Iteration 38Q: 3 clusters Score -650383.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -650387.625000 Penalty: 4377.987305
	Iteration 39Q: 3 clusters Score -650387.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -650393.625000 Penalty: 4377.987305
	Iteration 40F: 3 clusters Score -650393.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -650396.500000 Penalty: 4377.987305
	Iteration 41Q: 3 clusters Score -650396.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -650402.250000 Penalty: 4377.987305
	Iteration 42Q: 3 clusters Score -650402.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -650405.125000 Penalty: 4377.987305
	Iteration 43Q: 3 clusters Score -650405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -650403.687500 Penalty: 4377.987305
	Iteration 44Q: 3 clusters Score -650403.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -650405.812500 Penalty: 4377.987305
	Iteration 45Q: 3 clusters Score -650405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -650405.062500 Penalty: 4377.987305
	Iteration 46Q: 3 clusters Score -650405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -650404.562500 Penalty: 4377.987305
	Iteration 47Q: 3 clusters Score -650404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -650404.562500 Penalty: 4377.987305
	Iteration 48F: 3 clusters Score -650404.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Entering Unmasked Estep 
Score: -1358302.000000 Penalty: 2361.965820
	Iteration 0F: 2 clusters Score -1358302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1348160.125000 Penalty: 4723.931641
	Iteration 0F: 3 clusters Score -1348160 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1351468.875000 Penalty: 4723.931641
	Iteration 1F: 3 clusters Score -1351469 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1351920.875000 Penalty: 4723.931641
	Iteration 2F: 3 clusters Score -1351921 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1352343.000000 Penalty: 4723.931641
	Iteration 3F: 3 clusters Score -1352343 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1352675.125000 Penalty: 4723.931641
	Iteration 4Q: 3 clusters Score -1352675 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1353024.125000 Penalty: 4723.931641
	Iteration 5Q: 3 clusters Score -1353024 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1353360.375000 Penalty: 4723.931641
	Iteration 6Q: 3 clusters Score -1353360 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1353730.000000 Penalty: 4723.931641
	Iteration 7Q: 3 clusters Score -1353730 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1354135.125000 Penalty: 4723.931641
	Iteration 8Q: 3 clusters Score -1354135 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1354543.000000 Penalty: 4723.931641
	Iteration 9Q: 3 clusters Score -1354543 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1354878.000000 Penalty: 4723.931641
	Iteration 10Q: 3 clusters Score -1354878 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1355186.750000 Penalty: 4723.931641
	Iteration 11Q: 3 clusters Score -1355187 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1355501.875000 Penalty: 4723.931641
	Iteration 12Q: 3 clusters Score -1355502 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1355873.875000 Penalty: 4723.931641
	Iteration 13Q: 3 clusters Score -1355874 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1356208.000000 Penalty: 4723.931641
	Iteration 14Q: 3 clusters Score -1356208 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1356496.875000 Penalty: 4723.931641
	Iteration 15Q: 3 clusters Score -1356497 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1356737.000000 Penalty: 4723.931641
	Iteration 16Q: 3 clusters Score -1356737 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1356942.875000 Penalty: 4723.931641
	Iteration 17Q: 3 clusters Score -1356943 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1357094.125000 Penalty: 4723.931641
	Iteration 18Q: 3 clusters Score -1357094 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1357189.750000 Penalty: 4723.931641
	Iteration 19Q: 3 clusters Score -1357190 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1357249.125000 Penalty: 4723.931641
	Iteration 20F: 3 clusters Score -1357249 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1357288.125000 Penalty: 4723.931641
	Iteration 21Q: 3 clusters Score -1357288 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1357313.250000 Penalty: 4723.931641
	Iteration 22Q: 3 clusters Score -1357313 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1357322.500000 Penalty: 4723.931641
	Iteration 23Q: 3 clusters Score -1357322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1357339.625000 Penalty: 4723.931641
	Iteration 24Q: 3 clusters Score -1357340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1357350.500000 Penalty: 4723.931641
	Iteration 25Q: 3 clusters Score -1357350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1357354.875000 Penalty: 4723.931641
	Iteration 26Q: 3 clusters Score -1357355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1357359.125000 Penalty: 4723.931641
	Iteration 27Q: 3 clusters Score -1357359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1357362.000000 Penalty: 4723.931641
	Iteration 28Q: 3 clusters Score -1357362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1357365.250000 Penalty: 4723.931641
	Iteration 29Q: 3 clusters Score -1357365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1357369.250000 Penalty: 4723.931641
	Iteration 30Q: 3 clusters Score -1357369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1357372.375000 Penalty: 4723.931641
	Iteration 31Q: 3 clusters Score -1357372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1357373.625000 Penalty: 4723.931641
	Iteration 32Q: 3 clusters Score -1357374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1357372.375000 Penalty: 4723.931641
	Iteration 33Q: 3 clusters Score -1357372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1357371.000000 Penalty: 4723.931641
	Iteration 34Q: 3 clusters Score -1357371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1357369.500000 Penalty: 4723.931641
	Iteration 35Q: 3 clusters Score -1357370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1357371.375000 Penalty: 4723.931641
	Iteration 36Q: 3 clusters Score -1357371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1357371.875000 Penalty: 4723.931641
	Iteration 37Q: 3 clusters Score -1357372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1357371.875000 Penalty: 4723.931641
	Iteration 38F: 3 clusters Score -1357372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (192489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192489 members 
Entering Unmasked Estep 
Score: -19421402.000000 Penalty: 3017.613037
	Iteration 0F: 2 clusters Score -1.94214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95923 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -19292874.000000 Penalty: 6035.226074
	Iteration 0F: 3 clusters Score -1.929287e+07 nChanged 92406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92263 members 
Mstep: Class 2 contains 100226 members 
Entering Unmasked Estep 
Score: -19346548.000000 Penalty: 6035.226074
	Iteration 1F: 3 clusters Score -1.934655e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89435 members 
Mstep: Class 2 contains 103054 members 
Entering Unmasked Estep 
Score: -19347736.000000 Penalty: 6035.226074
	Iteration 2Q: 3 clusters Score -1.934774e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84996 members 
Mstep: Class 2 contains 107493 members 
Entering Unmasked Estep 
Score: -19349386.000000 Penalty: 6035.226074
	Iteration 3Q: 3 clusters Score -1.934939e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 114343 members 
Entering Unmasked Estep 
Score: -19352282.000000 Penalty: 6035.226074
	Iteration 4Q: 3 clusters Score -1.935228e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 124602 members 
Entering Unmasked Estep 
Score: -19357908.000000 Penalty: 6035.226074
	Iteration 5F: 3 clusters Score -1.935791e+07 nChanged 14468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 139012 members 
Entering Unmasked Estep 
Score: -19368158.000000 Penalty: 6035.226074
	Iteration 6F: 3 clusters Score -1.936816e+07 nChanged 17778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 156778 members 
Entering Unmasked Estep 
Score: -19383548.000000 Penalty: 6035.226074
	Iteration 7F: 3 clusters Score -1.938355e+07 nChanged 17357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 174135 members 
Entering Unmasked Estep 
Score: -19400990.000000 Penalty: 6035.226074
	Iteration 8F: 3 clusters Score -1.940099e+07 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 185620 members 
Entering Unmasked Estep 
Score: -19412432.000000 Penalty: 6035.226074
	Iteration 9F: 3 clusters Score -1.941243e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 190417 members 
Entering Unmasked Estep 
Score: -19417020.000000 Penalty: 6035.226074
	Iteration 10Q: 3 clusters Score -1.941702e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 191728 members 
Entering Unmasked Estep 
Score: -19418128.000000 Penalty: 6035.226074
	Iteration 11Q: 3 clusters Score -1.941813e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 192038 members 
Entering Unmasked Estep 
Score: -19418484.000000 Penalty: 6035.226074
	Iteration 12Q: 3 clusters Score -1.941848e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 192124 members 
Entering Unmasked Estep 
Score: -19418624.000000 Penalty: 6035.226074
	Iteration 13Q: 3 clusters Score -1.941862e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 192153 members 
Entering Unmasked Estep 
Score: -19418680.000000 Penalty: 6035.226074
	Iteration 14Q: 3 clusters Score -1.941868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 192161 members 
Entering Unmasked Estep 
Score: -19418702.000000 Penalty: 6035.226074
	Iteration 15Q: 3 clusters Score -1.94187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 192162 members 
Entering Unmasked Estep 
Score: -19418720.000000 Penalty: 6035.226074
	Iteration 16Q: 3 clusters Score -1.941872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 192167 members 
Entering Unmasked Estep 
Score: -19418734.000000 Penalty: 6035.226074
	Iteration 17Q: 3 clusters Score -1.941873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 192170 members 
Entering Unmasked Estep 
Score: -19418756.000000 Penalty: 6035.226074
	Iteration 18Q: 3 clusters Score -1.941876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 192175 members 
Entering Unmasked Estep 
Score: -19418766.000000 Penalty: 6035.226074
	Iteration 19Q: 3 clusters Score -1.941877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 192179 members 
Entering Unmasked Estep 
Score: -19418770.000000 Penalty: 6035.226074
	Iteration 20F: 3 clusters Score -1.941877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 192179 members 
Entering Unmasked Estep 
Score: -19418774.000000 Penalty: 6035.226074
	Iteration 21Q: 3 clusters Score -1.941877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 192179 members 
Entering Unmasked Estep 
Score: -19418774.000000 Penalty: 6035.226074
	Iteration 22F: 3 clusters Score -1.941877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Entering Unmasked Estep 
Score: -416578.312500 Penalty: 2078.750977
	Iteration 0F: 2 clusters Score -416578.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -412472.031250 Penalty: 4157.501953
	Iteration 0F: 3 clusters Score -412472 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -413419.062500 Penalty: 4157.501953
	Iteration 1F: 3 clusters Score -413419.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -413629.781250 Penalty: 4157.501953
	Iteration 2F: 3 clusters Score -413629.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -413780.656250 Penalty: 4157.501953
	Iteration 3F: 3 clusters Score -413780.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -413923.000000 Penalty: 4157.501953
	Iteration 4Q: 3 clusters Score -413923 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -414079.562500 Penalty: 4157.501953
	Iteration 5Q: 3 clusters Score -414079.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -414244.343750 Penalty: 4157.501953
	Iteration 6Q: 3 clusters Score -414244.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -414452.187500 Penalty: 4157.501953
	Iteration 7F: 3 clusters Score -414452.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -414662.593750 Penalty: 4157.501953
	Iteration 8Q: 3 clusters Score -414662.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -414892.531250 Penalty: 4157.501953
	Iteration 9F: 3 clusters Score -414892.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -415098.937500 Penalty: 4157.501953
	Iteration 10Q: 3 clusters Score -415098.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -415242.312500 Penalty: 4157.501953
	Iteration 11Q: 3 clusters Score -415242.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -415309.687500 Penalty: 4157.501953
	Iteration 12Q: 3 clusters Score -415309.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -415359.875000 Penalty: 4157.501953
	Iteration 13Q: 3 clusters Score -415359.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -415406.093750 Penalty: 4157.501953
	Iteration 14Q: 3 clusters Score -415406.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -415444.656250 Penalty: 4157.501953
	Iteration 15Q: 3 clusters Score -415444.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -415475.031250 Penalty: 4157.501953
	Iteration 16Q: 3 clusters Score -415475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -415492.125000 Penalty: 4157.501953
	Iteration 17Q: 3 clusters Score -415492.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -415502.750000 Penalty: 4157.501953
	Iteration 18Q: 3 clusters Score -415502.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -415508.968750 Penalty: 4157.501953
	Iteration 19Q: 3 clusters Score -415509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -415516.687500 Penalty: 4157.501953
	Iteration 20F: 3 clusters Score -415516.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -415525.843750 Penalty: 4157.501953
	Iteration 21Q: 3 clusters Score -415525.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -415533.375000 Penalty: 4157.501953
	Iteration 22Q: 3 clusters Score -415533.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -415545.281250 Penalty: 4157.501953
	Iteration 23Q: 3 clusters Score -415545.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -415552.656250 Penalty: 4157.501953
	Iteration 24Q: 3 clusters Score -415552.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -415560.062500 Penalty: 4157.501953
	Iteration 25Q: 3 clusters Score -415560.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -415567.000000 Penalty: 4157.501953
	Iteration 26Q: 3 clusters Score -415567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -415574.406250 Penalty: 4157.501953
	Iteration 27Q: 3 clusters Score -415574.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -415579.593750 Penalty: 4157.501953
	Iteration 28Q: 3 clusters Score -415579.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -415585.875000 Penalty: 4157.501953
	Iteration 29Q: 3 clusters Score -415585.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -415593.000000 Penalty: 4157.501953
	Iteration 30Q: 3 clusters Score -415593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -415596.812500 Penalty: 4157.501953
	Iteration 31Q: 3 clusters Score -415596.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -415598.593750 Penalty: 4157.501953
	Iteration 32Q: 3 clusters Score -415598.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -415600.125000 Penalty: 4157.501953
	Iteration 33Q: 3 clusters Score -415600.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -415604.625000 Penalty: 4157.501953
	Iteration 34Q: 3 clusters Score -415604.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -415608.187500 Penalty: 4157.501953
	Iteration 35Q: 3 clusters Score -415608.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -415610.937500 Penalty: 4157.501953
	Iteration 36Q: 3 clusters Score -415610.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -415614.968750 Penalty: 4157.501953
	Iteration 37Q: 3 clusters Score -415615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -415617.093750 Penalty: 4157.501953
	Iteration 38Q: 3 clusters Score -415617.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -415617.812500 Penalty: 4157.501953
	Iteration 39Q: 3 clusters Score -415617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -415619.500000 Penalty: 4157.501953
	Iteration 40F: 3 clusters Score -415619.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -415620.187500 Penalty: 4157.501953
	Iteration 41Q: 3 clusters Score -415620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -415620.906250 Penalty: 4157.501953
	Iteration 42Q: 3 clusters Score -415620.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -415623.218750 Penalty: 4157.501953
	Iteration 43Q: 3 clusters Score -415623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -415623.562500 Penalty: 4157.501953
	Iteration 44Q: 3 clusters Score -415623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -415624.312500 Penalty: 4157.501953
	Iteration 45Q: 3 clusters Score -415624.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -415624.312500 Penalty: 4157.501953
	Iteration 46F: 3 clusters Score -415624.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Entering Unmasked Estep 
Score: -686385.437500 Penalty: 2206.455566
	Iteration 0F: 2 clusters Score -686385.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -680341.500000 Penalty: 4412.911133
	Iteration 0F: 3 clusters Score -680341.5 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -682009.875000 Penalty: 4412.911133
	Iteration 1F: 3 clusters Score -682009.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -682331.187500 Penalty: 4412.911133
	Iteration 2F: 3 clusters Score -682331.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -682581.687500 Penalty: 4412.911133
	Iteration 3F: 3 clusters Score -682581.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -682801.437500 Penalty: 4412.911133
	Iteration 4F: 3 clusters Score -682801.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -683042.750000 Penalty: 4412.911133
	Iteration 5Q: 3 clusters Score -683042.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -683292.375000 Penalty: 4412.911133
	Iteration 6Q: 3 clusters Score -683292.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -683537.187500 Penalty: 4412.911133
	Iteration 7Q: 3 clusters Score -683537.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -683782.437500 Penalty: 4412.911133
	Iteration 8Q: 3 clusters Score -683782.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -684011.250000 Penalty: 4412.911133
	Iteration 9Q: 3 clusters Score -684011.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -684221.937500 Penalty: 4412.911133
	Iteration 10Q: 3 clusters Score -684221.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -684384.687500 Penalty: 4412.911133
	Iteration 11Q: 3 clusters Score -684384.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -684501.562500 Penalty: 4412.911133
	Iteration 12Q: 3 clusters Score -684501.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -684575.562500 Penalty: 4412.911133
	Iteration 13Q: 3 clusters Score -684575.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -684632.125000 Penalty: 4412.911133
	Iteration 14Q: 3 clusters Score -684632.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -684687.250000 Penalty: 4412.911133
	Iteration 15Q: 3 clusters Score -684687.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -684728.375000 Penalty: 4412.911133
	Iteration 16Q: 3 clusters Score -684728.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -684756.500000 Penalty: 4412.911133
	Iteration 17Q: 3 clusters Score -684756.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -684777.687500 Penalty: 4412.911133
	Iteration 18Q: 3 clusters Score -684777.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -684787.000000 Penalty: 4412.911133
	Iteration 19Q: 3 clusters Score -684787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -684792.750000 Penalty: 4412.911133
	Iteration 20F: 3 clusters Score -684792.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -684799.875000 Penalty: 4412.911133
	Iteration 21Q: 3 clusters Score -684799.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -684806.937500 Penalty: 4412.911133
	Iteration 22Q: 3 clusters Score -684806.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -684815.375000 Penalty: 4412.911133
	Iteration 23Q: 3 clusters Score -684815.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -684821.062500 Penalty: 4412.911133
	Iteration 24Q: 3 clusters Score -684821.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -684826.500000 Penalty: 4412.911133
	Iteration 25Q: 3 clusters Score -684826.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -684832.000000 Penalty: 4412.911133
	Iteration 26Q: 3 clusters Score -684832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -684835.437500 Penalty: 4412.911133
	Iteration 27Q: 3 clusters Score -684835.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -684837.062500 Penalty: 4412.911133
	Iteration 28Q: 3 clusters Score -684837.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -684838.937500 Penalty: 4412.911133
	Iteration 29Q: 3 clusters Score -684838.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -684843.312500 Penalty: 4412.911133
	Iteration 30Q: 3 clusters Score -684843.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -684846.437500 Penalty: 4412.911133
	Iteration 31Q: 3 clusters Score -684846.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -684852.187500 Penalty: 4412.911133
	Iteration 32Q: 3 clusters Score -684852.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -684854.375000 Penalty: 4412.911133
	Iteration 33Q: 3 clusters Score -684854.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -684858.437500 Penalty: 4412.911133
	Iteration 34Q: 3 clusters Score -684858.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -684865.375000 Penalty: 4412.911133
	Iteration 35Q: 3 clusters Score -684865.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -684868.750000 Penalty: 4412.911133
	Iteration 36Q: 3 clusters Score -684868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -684870.562500 Penalty: 4412.911133
	Iteration 37Q: 3 clusters Score -684870.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -684870.937500 Penalty: 4412.911133
	Iteration 38Q: 3 clusters Score -684870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -684872.812500 Penalty: 4412.911133
	Iteration 39Q: 3 clusters Score -684872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -684872.437500 Penalty: 4412.911133
	Iteration 40F: 3 clusters Score -684872.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (41344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Entering Unmasked Estep 
Score: -4086548.250000 Penalty: 2636.161377
	Iteration 0F: 2 clusters Score -4086548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -4058461.750000 Penalty: 5272.322754
	Iteration 0F: 3 clusters Score -4058462 nChanged 18953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -4069169.000000 Penalty: 5272.322754
	Iteration 1F: 3 clusters Score -4069169 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -4070079.000000 Penalty: 5272.322754
	Iteration 2F: 3 clusters Score -4070079 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -4071136.750000 Penalty: 5272.322754
	Iteration 3F: 3 clusters Score -4071137 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -4072470.250000 Penalty: 5272.322754
	Iteration 4F: 3 clusters Score -4072470 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -4073894.000000 Penalty: 5272.322754
	Iteration 5F: 3 clusters Score -4073894 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -4075397.500000 Penalty: 5272.322754
	Iteration 6F: 3 clusters Score -4075398 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -4076977.750000 Penalty: 5272.322754
	Iteration 7F: 3 clusters Score -4076978 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -4078389.750000 Penalty: 5272.322754
	Iteration 8F: 3 clusters Score -4078390 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -4079550.500000 Penalty: 5272.322754
	Iteration 9Q: 3 clusters Score -4079550 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -4080520.750000 Penalty: 5272.322754
	Iteration 10Q: 3 clusters Score -4080521 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -4081332.500000 Penalty: 5272.322754
	Iteration 11Q: 3 clusters Score -4081332 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -4081876.000000 Penalty: 5272.322754
	Iteration 12Q: 3 clusters Score -4081876 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -4082247.250000 Penalty: 5272.322754
	Iteration 13Q: 3 clusters Score -4082247 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -4082479.500000 Penalty: 5272.322754
	Iteration 14Q: 3 clusters Score -4082480 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -4082687.500000 Penalty: 5272.322754
	Iteration 15Q: 3 clusters Score -4082688 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -4082811.000000 Penalty: 5272.322754
	Iteration 16Q: 3 clusters Score -4082811 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -4082936.750000 Penalty: 5272.322754
	Iteration 17Q: 3 clusters Score -4082937 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -4083001.000000 Penalty: 5272.322754
	Iteration 18Q: 3 clusters Score -4083001 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -4083056.750000 Penalty: 5272.322754
	Iteration 19Q: 3 clusters Score -4083057 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -4083098.500000 Penalty: 5272.322754
	Iteration 20F: 3 clusters Score -4083098 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -4083140.750000 Penalty: 5272.322754
	Iteration 21Q: 3 clusters Score -4083141 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -4083170.250000 Penalty: 5272.322754
	Iteration 22Q: 3 clusters Score -4083170 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -4083171.250000 Penalty: 5272.322754
	Iteration 23Q: 3 clusters Score -4083171 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -4083164.500000 Penalty: 5272.322754
	Iteration 24Q: 3 clusters Score -4083164 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -4083163.750000 Penalty: 5272.322754
	Iteration 25Q: 3 clusters Score -4083164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -4083165.250000 Penalty: 5272.322754
	Iteration 26Q: 3 clusters Score -4083165 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -4083164.750000 Penalty: 5272.322754
	Iteration 27Q: 3 clusters Score -4083165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -4083169.000000 Penalty: 5272.322754
	Iteration 28Q: 3 clusters Score -4083169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -4083176.500000 Penalty: 5272.322754
	Iteration 29Q: 3 clusters Score -4083176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -4083179.500000 Penalty: 5272.322754
	Iteration 30Q: 3 clusters Score -4083180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -4083180.250000 Penalty: 5272.322754
	Iteration 31Q: 3 clusters Score -4083180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -4083180.000000 Penalty: 5272.322754
	Iteration 32Q: 3 clusters Score -4083180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -4083183.500000 Penalty: 5272.322754
	Iteration 33Q: 3 clusters Score -4083184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -4083188.750000 Penalty: 5272.322754
	Iteration 34Q: 3 clusters Score -4083189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -4083190.750000 Penalty: 5272.322754
	Iteration 35Q: 3 clusters Score -4083191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -4083185.500000 Penalty: 5272.322754
	Iteration 36Q: 3 clusters Score -4083186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -4083185.500000 Penalty: 5272.322754
	Iteration 37Q: 3 clusters Score -4083186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -4083186.000000 Penalty: 5272.322754
	Iteration 38Q: 3 clusters Score -4083186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -4083184.250000 Penalty: 5272.322754
	Iteration 39Q: 3 clusters Score -4083184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -4083184.500000 Penalty: 5272.322754
	Iteration 40F: 3 clusters Score -4083184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -4083182.250000 Penalty: 5272.322754
	Iteration 41Q: 3 clusters Score -4083182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -4083183.000000 Penalty: 5272.322754
	Iteration 42Q: 3 clusters Score -4083183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -4083184.000000 Penalty: 5272.322754
	Iteration 43Q: 3 clusters Score -4083184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -4083181.750000 Penalty: 5272.322754
	Iteration 44Q: 3 clusters Score -4083182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -4083181.750000 Penalty: 5272.322754
	Iteration 45F: 3 clusters Score -4083182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Entering Unmasked Estep 
Score: -2037382.375000 Penalty: 2463.503906
	Iteration 0F: 2 clusters Score -2037382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2022895.375000 Penalty: 4927.007812
	Iteration 0F: 3 clusters Score -2022895 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2027885.250000 Penalty: 4927.007812
	Iteration 1F: 3 clusters Score -2027885 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2028380.500000 Penalty: 4927.007812
	Iteration 2F: 3 clusters Score -2028380 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2028965.500000 Penalty: 4927.007812
	Iteration 3F: 3 clusters Score -2028966 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2029668.375000 Penalty: 4927.007812
	Iteration 4F: 3 clusters Score -2029668 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2030542.000000 Penalty: 4927.007812
	Iteration 5F: 3 clusters Score -2030542 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2031506.500000 Penalty: 4927.007812
	Iteration 6F: 3 clusters Score -2031506 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2032470.125000 Penalty: 4927.007812
	Iteration 7F: 3 clusters Score -2032470 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2033295.125000 Penalty: 4927.007812
	Iteration 8F: 3 clusters Score -2033295 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2033942.000000 Penalty: 4927.007812
	Iteration 9Q: 3 clusters Score -2033942 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2034406.125000 Penalty: 4927.007812
	Iteration 10Q: 3 clusters Score -2034406 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2034708.125000 Penalty: 4927.007812
	Iteration 11Q: 3 clusters Score -2034708 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2034926.875000 Penalty: 4927.007812
	Iteration 12Q: 3 clusters Score -2034927 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2035064.875000 Penalty: 4927.007812
	Iteration 13Q: 3 clusters Score -2035065 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2035165.750000 Penalty: 4927.007812
	Iteration 14Q: 3 clusters Score -2035166 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2035236.000000 Penalty: 4927.007812
	Iteration 15Q: 3 clusters Score -2035236 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2035274.250000 Penalty: 4927.007812
	Iteration 16Q: 3 clusters Score -2035274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2035283.375000 Penalty: 4927.007812
	Iteration 17Q: 3 clusters Score -2035283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2035299.250000 Penalty: 4927.007812
	Iteration 18Q: 3 clusters Score -2035299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2035305.750000 Penalty: 4927.007812
	Iteration 19Q: 3 clusters Score -2035306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2035311.125000 Penalty: 4927.007812
	Iteration 20F: 3 clusters Score -2035311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2035329.125000 Penalty: 4927.007812
	Iteration 21Q: 3 clusters Score -2035329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2035338.125000 Penalty: 4927.007812
	Iteration 22Q: 3 clusters Score -2035338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2035343.125000 Penalty: 4927.007812
	Iteration 23Q: 3 clusters Score -2035343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2035350.250000 Penalty: 4927.007812
	Iteration 24Q: 3 clusters Score -2035350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2035351.250000 Penalty: 4927.007812
	Iteration 25Q: 3 clusters Score -2035351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2035352.625000 Penalty: 4927.007812
	Iteration 26Q: 3 clusters Score -2035353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2035355.500000 Penalty: 4927.007812
	Iteration 27Q: 3 clusters Score -2035356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2035356.750000 Penalty: 4927.007812
	Iteration 28Q: 3 clusters Score -2035357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2035361.625000 Penalty: 4927.007812
	Iteration 29Q: 3 clusters Score -2035362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2035365.875000 Penalty: 4927.007812
	Iteration 30Q: 3 clusters Score -2035366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2035374.250000 Penalty: 4927.007812
	Iteration 31Q: 3 clusters Score -2035374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2035376.625000 Penalty: 4927.007812
	Iteration 32Q: 3 clusters Score -2035377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2035377.625000 Penalty: 4927.007812
	Iteration 33Q: 3 clusters Score -2035378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2035379.250000 Penalty: 4927.007812
	Iteration 34Q: 3 clusters Score -2035379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2035381.500000 Penalty: 4927.007812
	Iteration 35Q: 3 clusters Score -2035382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2035379.875000 Penalty: 4927.007812
	Iteration 36Q: 3 clusters Score -2035380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2035390.125000 Penalty: 4927.007812
	Iteration 37Q: 3 clusters Score -2035390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2035390.750000 Penalty: 4927.007812
	Iteration 38Q: 3 clusters Score -2035391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2035391.000000 Penalty: 4927.007812
	Iteration 39Q: 3 clusters Score -2035391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2035393.500000 Penalty: 4927.007812
	Iteration 40F: 3 clusters Score -2035394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2035397.500000 Penalty: 4927.007812
	Iteration 41Q: 3 clusters Score -2035398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2035398.500000 Penalty: 4927.007812
	Iteration 42Q: 3 clusters Score -2035398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2035402.500000 Penalty: 4927.007812
	Iteration 43Q: 3 clusters Score -2035402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2035401.500000 Penalty: 4927.007812
	Iteration 44Q: 3 clusters Score -2035402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2035401.500000 Penalty: 4927.007812
	Iteration 45F: 3 clusters Score -2035402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Entering Unmasked Estep 
Score: -1078389.250000 Penalty: 2308.948486
	Iteration 0F: 2 clusters Score -1078389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1070039.500000 Penalty: 4617.896973
	Iteration 0F: 3 clusters Score -1070040 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1072548.500000 Penalty: 4617.896973
	Iteration 1F: 3 clusters Score -1072548 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1072944.750000 Penalty: 4617.896973
	Iteration 2F: 3 clusters Score -1072945 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1073229.750000 Penalty: 4617.896973
	Iteration 3F: 3 clusters Score -1073230 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1073444.375000 Penalty: 4617.896973
	Iteration 4Q: 3 clusters Score -1073444 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1073615.750000 Penalty: 4617.896973
	Iteration 5Q: 3 clusters Score -1073616 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1073767.625000 Penalty: 4617.896973
	Iteration 6Q: 3 clusters Score -1073768 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1073905.375000 Penalty: 4617.896973
	Iteration 7Q: 3 clusters Score -1073905 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1074046.000000 Penalty: 4617.896973
	Iteration 8Q: 3 clusters Score -1074046 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1074171.000000 Penalty: 4617.896973
	Iteration 9Q: 3 clusters Score -1074171 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1074288.250000 Penalty: 4617.896973
	Iteration 10Q: 3 clusters Score -1074288 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1074405.000000 Penalty: 4617.896973
	Iteration 11Q: 3 clusters Score -1074405 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1074515.000000 Penalty: 4617.896973
	Iteration 12Q: 3 clusters Score -1074515 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1074628.750000 Penalty: 4617.896973
	Iteration 13Q: 3 clusters Score -1074629 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1074740.125000 Penalty: 4617.896973
	Iteration 14Q: 3 clusters Score -1074740 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1074847.500000 Penalty: 4617.896973
	Iteration 15Q: 3 clusters Score -1074848 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1074946.750000 Penalty: 4617.896973
	Iteration 16Q: 3 clusters Score -1074947 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1075041.750000 Penalty: 4617.896973
	Iteration 17Q: 3 clusters Score -1075042 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1075128.500000 Penalty: 4617.896973
	Iteration 18Q: 3 clusters Score -1075128 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1075204.375000 Penalty: 4617.896973
	Iteration 19Q: 3 clusters Score -1075204 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1075302.500000 Penalty: 4617.896973
	Iteration 20F: 3 clusters Score -1075302 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1075410.625000 Penalty: 4617.896973
	Iteration 21Q: 3 clusters Score -1075411 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1075509.625000 Penalty: 4617.896973
	Iteration 22Q: 3 clusters Score -1075510 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1075595.625000 Penalty: 4617.896973
	Iteration 23Q: 3 clusters Score -1075596 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1075678.250000 Penalty: 4617.896973
	Iteration 24Q: 3 clusters Score -1075678 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1075756.000000 Penalty: 4617.896973
	Iteration 25Q: 3 clusters Score -1075756 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1075824.625000 Penalty: 4617.896973
	Iteration 26Q: 3 clusters Score -1075825 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1075912.250000 Penalty: 4617.896973
	Iteration 27Q: 3 clusters Score -1075912 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1075980.125000 Penalty: 4617.896973
	Iteration 28Q: 3 clusters Score -1075980 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1076035.375000 Penalty: 4617.896973
	Iteration 29Q: 3 clusters Score -1076035 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1076083.875000 Penalty: 4617.896973
	Iteration 30Q: 3 clusters Score -1076084 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1076143.125000 Penalty: 4617.896973
	Iteration 31Q: 3 clusters Score -1076143 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1076194.250000 Penalty: 4617.896973
	Iteration 32Q: 3 clusters Score -1076194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1076233.250000 Penalty: 4617.896973
	Iteration 33Q: 3 clusters Score -1076233 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1076257.750000 Penalty: 4617.896973
	Iteration 34Q: 3 clusters Score -1076258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1076278.750000 Penalty: 4617.896973
	Iteration 35Q: 3 clusters Score -1076279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1076293.625000 Penalty: 4617.896973
	Iteration 36Q: 3 clusters Score -1076294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1076312.375000 Penalty: 4617.896973
	Iteration 37Q: 3 clusters Score -1076312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1076330.625000 Penalty: 4617.896973
	Iteration 38Q: 3 clusters Score -1076331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1076349.750000 Penalty: 4617.896973
	Iteration 39Q: 3 clusters Score -1076350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1076360.750000 Penalty: 4617.896973
	Iteration 40F: 3 clusters Score -1076361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1076376.875000 Penalty: 4617.896973
	Iteration 41Q: 3 clusters Score -1076377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1076392.500000 Penalty: 4617.896973
	Iteration 42Q: 3 clusters Score -1076392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1076399.750000 Penalty: 4617.896973
	Iteration 43Q: 3 clusters Score -1076400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1076405.875000 Penalty: 4617.896973
	Iteration 44Q: 3 clusters Score -1076406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1076408.250000 Penalty: 4617.896973
	Iteration 45Q: 3 clusters Score -1076408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1076410.375000 Penalty: 4617.896973
	Iteration 46Q: 3 clusters Score -1076410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1076414.250000 Penalty: 4617.896973
	Iteration 47Q: 3 clusters Score -1076414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1076416.375000 Penalty: 4617.896973
	Iteration 48Q: 3 clusters Score -1076416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1076419.875000 Penalty: 4617.896973
	Iteration 49Q: 3 clusters Score -1076420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1076422.875000 Penalty: 4617.896973
	Iteration 50Q: 3 clusters Score -1076423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1076426.500000 Penalty: 4617.896973
	Iteration 51Q: 3 clusters Score -1076426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1076428.875000 Penalty: 4617.896973
	Iteration 52Q: 3 clusters Score -1076429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1076431.500000 Penalty: 4617.896973
	Iteration 53Q: 3 clusters Score -1076432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1076432.375000 Penalty: 4617.896973
	Iteration 54Q: 3 clusters Score -1076432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1076433.875000 Penalty: 4617.896973
	Iteration 55Q: 3 clusters Score -1076434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1076435.250000 Penalty: 4617.896973
	Iteration 56Q: 3 clusters Score -1076435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1076435.625000 Penalty: 4617.896973
	Iteration 57Q: 3 clusters Score -1076436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1076436.125000 Penalty: 4617.896973
	Iteration 58Q: 3 clusters Score -1076436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1076439.625000 Penalty: 4617.896973
	Iteration 59Q: 3 clusters Score -1076440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1076440.250000 Penalty: 4617.896973
	Iteration 60F: 3 clusters Score -1076440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1076441.000000 Penalty: 4617.896973
	Iteration 61Q: 3 clusters Score -1076441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1076442.750000 Penalty: 4617.896973
	Iteration 62Q: 3 clusters Score -1076443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1076442.750000 Penalty: 4617.896973
	Iteration 63F: 3 clusters Score -1076443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (66661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Entering Unmasked Estep 
Score: -6776970.000000 Penalty: 2754.629150
	Iteration 0F: 2 clusters Score -6776970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -6732332.000000 Penalty: 5509.258301
	Iteration 0F: 3 clusters Score -6732332 nChanged 31114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -6749683.500000 Penalty: 5509.258301
	Iteration 1F: 3 clusters Score -6749684 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -6750261.000000 Penalty: 5509.258301
	Iteration 2Q: 3 clusters Score -6750261 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -6750766.500000 Penalty: 5509.258301
	Iteration 3Q: 3 clusters Score -6750766 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -6751275.500000 Penalty: 5509.258301
	Iteration 4Q: 3 clusters Score -6751276 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -6751927.000000 Penalty: 5509.258301
	Iteration 5Q: 3 clusters Score -6751927 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -6752715.500000 Penalty: 5509.258301
	Iteration 6Q: 3 clusters Score -6752716 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -6753823.500000 Penalty: 5509.258301
	Iteration 7Q: 3 clusters Score -6753824 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -6755328.500000 Penalty: 5509.258301
	Iteration 8Q: 3 clusters Score -6755328 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -6757406.500000 Penalty: 5509.258301
	Iteration 9F: 3 clusters Score -6757406 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -6760130.000000 Penalty: 5509.258301
	Iteration 10F: 3 clusters Score -6760130 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -6762898.500000 Penalty: 5509.258301
	Iteration 11F: 3 clusters Score -6762898 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -6764954.000000 Penalty: 5509.258301
	Iteration 12F: 3 clusters Score -6764954 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -6765888.000000 Penalty: 5509.258301
	Iteration 13Q: 3 clusters Score -6765888 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -6766369.500000 Penalty: 5509.258301
	Iteration 14Q: 3 clusters Score -6766370 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -6766767.000000 Penalty: 5509.258301
	Iteration 15Q: 3 clusters Score -6766767 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -6767084.500000 Penalty: 5509.258301
	Iteration 16Q: 3 clusters Score -6767084 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -6767420.500000 Penalty: 5509.258301
	Iteration 17Q: 3 clusters Score -6767420 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -6767754.000000 Penalty: 5509.258301
	Iteration 18Q: 3 clusters Score -6767754 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -6768000.500000 Penalty: 5509.258301
	Iteration 19Q: 3 clusters Score -6768000 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -6768248.500000 Penalty: 5509.258301
	Iteration 20F: 3 clusters Score -6768248 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -6768493.500000 Penalty: 5509.258301
	Iteration 21Q: 3 clusters Score -6768494 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -6768686.500000 Penalty: 5509.258301
	Iteration 22Q: 3 clusters Score -6768686 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -6768810.000000 Penalty: 5509.258301
	Iteration 23Q: 3 clusters Score -6768810 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -6768886.000000 Penalty: 5509.258301
	Iteration 24Q: 3 clusters Score -6768886 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -6769001.000000 Penalty: 5509.258301
	Iteration 25Q: 3 clusters Score -6769001 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -6769077.000000 Penalty: 5509.258301
	Iteration 26Q: 3 clusters Score -6769077 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -6769169.500000 Penalty: 5509.258301
	Iteration 27Q: 3 clusters Score -6769170 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -6769254.500000 Penalty: 5509.258301
	Iteration 28Q: 3 clusters Score -6769254 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -6769295.500000 Penalty: 5509.258301
	Iteration 29Q: 3 clusters Score -6769296 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -6769399.000000 Penalty: 5509.258301
	Iteration 30Q: 3 clusters Score -6769399 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -6769475.500000 Penalty: 5509.258301
	Iteration 31Q: 3 clusters Score -6769476 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -6769539.000000 Penalty: 5509.258301
	Iteration 32Q: 3 clusters Score -6769539 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -6769668.000000 Penalty: 5509.258301
	Iteration 33Q: 3 clusters Score -6769668 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -6769762.500000 Penalty: 5509.258301
	Iteration 34Q: 3 clusters Score -6769762 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -6769828.000000 Penalty: 5509.258301
	Iteration 35Q: 3 clusters Score -6769828 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -6769912.500000 Penalty: 5509.258301
	Iteration 36Q: 3 clusters Score -6769912 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -6770014.000000 Penalty: 5509.258301
	Iteration 37Q: 3 clusters Score -6770014 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -6770137.000000 Penalty: 5509.258301
	Iteration 38Q: 3 clusters Score -6770137 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -6770258.500000 Penalty: 5509.258301
	Iteration 39Q: 3 clusters Score -6770258 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -6770378.500000 Penalty: 5509.258301
	Iteration 40F: 3 clusters Score -6770378 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -6770527.000000 Penalty: 5509.258301
	Iteration 41Q: 3 clusters Score -6770527 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -6770659.500000 Penalty: 5509.258301
	Iteration 42Q: 3 clusters Score -6770660 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -6770822.500000 Penalty: 5509.258301
	Iteration 43Q: 3 clusters Score -6770822 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -6770989.500000 Penalty: 5509.258301
	Iteration 44Q: 3 clusters Score -6770990 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -6771121.500000 Penalty: 5509.258301
	Iteration 45Q: 3 clusters Score -6771122 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -6771267.000000 Penalty: 5509.258301
	Iteration 46Q: 3 clusters Score -6771267 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -6771404.000000 Penalty: 5509.258301
	Iteration 47Q: 3 clusters Score -6771404 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -6771539.000000 Penalty: 5509.258301
	Iteration 48Q: 3 clusters Score -6771539 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -6771695.000000 Penalty: 5509.258301
	Iteration 49Q: 3 clusters Score -6771695 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -6771801.000000 Penalty: 5509.258301
	Iteration 50Q: 3 clusters Score -6771801 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -6771954.000000 Penalty: 5509.258301
	Iteration 51Q: 3 clusters Score -6771954 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -6772110.500000 Penalty: 5509.258301
	Iteration 52Q: 3 clusters Score -6772110 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -6772222.500000 Penalty: 5509.258301
	Iteration 53Q: 3 clusters Score -6772222 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -6772359.500000 Penalty: 5509.258301
	Iteration 54Q: 3 clusters Score -6772360 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58884 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -6772499.500000 Penalty: 5509.258301
	Iteration 55Q: 3 clusters Score -6772500 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -6772635.500000 Penalty: 5509.258301
	Iteration 56Q: 3 clusters Score -6772636 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -6772755.500000 Penalty: 5509.258301
	Iteration 57Q: 3 clusters Score -6772756 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -6772877.000000 Penalty: 5509.258301
	Iteration 58Q: 3 clusters Score -6772877 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -6773056.500000 Penalty: 5509.258301
	Iteration 59Q: 3 clusters Score -6773056 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -6773198.500000 Penalty: 5509.258301
	Iteration 60F: 3 clusters Score -6773198 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -6773338.000000 Penalty: 5509.258301
	Iteration 61Q: 3 clusters Score -6773338 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -6773460.000000 Penalty: 5509.258301
	Iteration 62Q: 3 clusters Score -6773460 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -6773589.000000 Penalty: 5509.258301
	Iteration 63Q: 3 clusters Score -6773589 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -6773706.500000 Penalty: 5509.258301
	Iteration 64Q: 3 clusters Score -6773706 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -6773789.500000 Penalty: 5509.258301
	Iteration 65Q: 3 clusters Score -6773790 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -6773892.000000 Penalty: 5509.258301
	Iteration 66Q: 3 clusters Score -6773892 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -6773970.000000 Penalty: 5509.258301
	Iteration 67Q: 3 clusters Score -6773970 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6774068.000000 Penalty: 5509.258301
	Iteration 68Q: 3 clusters Score -6774068 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -6774127.000000 Penalty: 5509.258301
	Iteration 69Q: 3 clusters Score -6774127 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6774215.500000 Penalty: 5509.258301
	Iteration 70Q: 3 clusters Score -6774216 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6774282.000000 Penalty: 5509.258301
	Iteration 71Q: 3 clusters Score -6774282 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6774337.500000 Penalty: 5509.258301
	Iteration 72Q: 3 clusters Score -6774338 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6774414.000000 Penalty: 5509.258301
	Iteration 73Q: 3 clusters Score -6774414 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6774429.500000 Penalty: 5509.258301
	Iteration 74Q: 3 clusters Score -6774430 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64960 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6774450.500000 Penalty: 5509.258301
	Iteration 75Q: 3 clusters Score -6774450 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6774478.000000 Penalty: 5509.258301
	Iteration 76Q: 3 clusters Score -6774478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65104 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6774484.000000 Penalty: 5509.258301
	Iteration 77Q: 3 clusters Score -6774484 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6774508.500000 Penalty: 5509.258301
	Iteration 78Q: 3 clusters Score -6774508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6774540.000000 Penalty: 5509.258301
	Iteration 79Q: 3 clusters Score -6774540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6774576.000000 Penalty: 5509.258301
	Iteration 80F: 3 clusters Score -6774576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6774596.500000 Penalty: 5509.258301
	Iteration 81Q: 3 clusters Score -6774596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6774617.500000 Penalty: 5509.258301
	Iteration 82Q: 3 clusters Score -6774618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6774617.500000 Penalty: 5509.258301
	Iteration 83Q: 3 clusters Score -6774618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6774627.500000 Penalty: 5509.258301
	Iteration 84Q: 3 clusters Score -6774628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6774632.000000 Penalty: 5509.258301
	Iteration 85Q: 3 clusters Score -6774632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6774636.000000 Penalty: 5509.258301
	Iteration 86Q: 3 clusters Score -6774636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6774658.500000 Penalty: 5509.258301
	Iteration 87Q: 3 clusters Score -6774658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6774647.000000 Penalty: 5509.258301
	Iteration 88Q: 3 clusters Score -6774647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6774655.000000 Penalty: 5509.258301
	Iteration 89Q: 3 clusters Score -6774655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6774658.500000 Penalty: 5509.258301
	Iteration 90Q: 3 clusters Score -6774658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6774655.500000 Penalty: 5509.258301
	Iteration 91Q: 3 clusters Score -6774656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6774652.500000 Penalty: 5509.258301
	Iteration 92Q: 3 clusters Score -6774652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6774660.000000 Penalty: 5509.258301
	Iteration 93Q: 3 clusters Score -6774660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6774656.500000 Penalty: 5509.258301
	Iteration 94Q: 3 clusters Score -6774656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65569 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6774658.000000 Penalty: 5509.258301
	Iteration 95Q: 3 clusters Score -6774658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6774651.500000 Penalty: 5509.258301
	Iteration 96Q: 3 clusters Score -6774652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65581 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6774658.500000 Penalty: 5509.258301
	Iteration 97Q: 3 clusters Score -6774658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6774661.500000 Penalty: 5509.258301
	Iteration 98Q: 3 clusters Score -6774662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6774663.500000 Penalty: 5509.258301
	Iteration 99Q: 3 clusters Score -6774664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6774659.000000 Penalty: 5509.258301
	Iteration 100F: 3 clusters Score -6774659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6774666.500000 Penalty: 5509.258301
	Iteration 101Q: 3 clusters Score -6774666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6774664.500000 Penalty: 5509.258301
	Iteration 102Q: 3 clusters Score -6774664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6774664.000000 Penalty: 5509.258301
	Iteration 103Q: 3 clusters Score -6774664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65611 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6774663.500000 Penalty: 5509.258301
	Iteration 104Q: 3 clusters Score -6774664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65611 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6774663.500000 Penalty: 5509.258301
	Iteration 105F: 3 clusters Score -6774664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -121749.148438 Penalty: 1780.468384
	Iteration 0F: 2 clusters Score -121749.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -119682.429688 Penalty: 3560.936768
	Iteration 0F: 3 clusters Score -119682.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -120107.218750 Penalty: 3560.936768
	Iteration 1F: 3 clusters Score -120107.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120271.859375 Penalty: 3560.936768
	Iteration 2F: 3 clusters Score -120271.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -120396.906250 Penalty: 3560.936768
	Iteration 3F: 3 clusters Score -120396.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -120512.328125 Penalty: 3560.936768
	Iteration 4Q: 3 clusters Score -120512.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -120576.046875 Penalty: 3560.936768
	Iteration 5Q: 3 clusters Score -120576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -120616.460938 Penalty: 3560.936768
	Iteration 6Q: 3 clusters Score -120616.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -120646.664062 Penalty: 3560.936768
	Iteration 7Q: 3 clusters Score -120646.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -120667.554688 Penalty: 3560.936768
	Iteration 8Q: 3 clusters Score -120667.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -120680.593750 Penalty: 3560.936768
	Iteration 9Q: 3 clusters Score -120680.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -120690.492188 Penalty: 3560.936768
	Iteration 10Q: 3 clusters Score -120690.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -120696.351562 Penalty: 3560.936768
	Iteration 11Q: 3 clusters Score -120696.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -120697.429688 Penalty: 3560.936768
	Iteration 12Q: 3 clusters Score -120697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -120698.515625 Penalty: 3560.936768
	Iteration 13Q: 3 clusters Score -120698.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -120699.070312 Penalty: 3560.936768
	Iteration 14Q: 3 clusters Score -120699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -120699.070312 Penalty: 3560.936768
	Iteration 15F: 3 clusters Score -120699.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Entering Unmasked Estep 
Score: -767649.687500 Penalty: 2214.991943
	Iteration 0F: 2 clusters Score -767649.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -761485.937500 Penalty: 4429.983887
	Iteration 0F: 3 clusters Score -761485.9 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -763126.812500 Penalty: 4429.983887
	Iteration 1F: 3 clusters Score -763126.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -763356.750000 Penalty: 4429.983887
	Iteration 2F: 3 clusters Score -763356.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -763523.062500 Penalty: 4429.983887
	Iteration 3Q: 3 clusters Score -763523.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -763657.375000 Penalty: 4429.983887
	Iteration 4Q: 3 clusters Score -763657.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -763782.125000 Penalty: 4429.983887
	Iteration 5Q: 3 clusters Score -763782.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -763915.000000 Penalty: 4429.983887
	Iteration 6Q: 3 clusters Score -763915 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -764048.750000 Penalty: 4429.983887
	Iteration 7Q: 3 clusters Score -764048.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -764192.062500 Penalty: 4429.983887
	Iteration 8Q: 3 clusters Score -764192.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -764363.437500 Penalty: 4429.983887
	Iteration 9Q: 3 clusters Score -764363.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -764556.500000 Penalty: 4429.983887
	Iteration 10Q: 3 clusters Score -764556.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -764754.000000 Penalty: 4429.983887
	Iteration 11Q: 3 clusters Score -764754 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -764963.437500 Penalty: 4429.983887
	Iteration 12Q: 3 clusters Score -764963.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -765144.187500 Penalty: 4429.983887
	Iteration 13Q: 3 clusters Score -765144.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -765291.125000 Penalty: 4429.983887
	Iteration 14Q: 3 clusters Score -765291.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -765403.750000 Penalty: 4429.983887
	Iteration 15Q: 3 clusters Score -765403.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -765489.312500 Penalty: 4429.983887
	Iteration 16Q: 3 clusters Score -765489.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -765558.625000 Penalty: 4429.983887
	Iteration 17Q: 3 clusters Score -765558.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -765616.687500 Penalty: 4429.983887
	Iteration 18Q: 3 clusters Score -765616.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -765662.937500 Penalty: 4429.983887
	Iteration 19Q: 3 clusters Score -765662.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -765702.437500 Penalty: 4429.983887
	Iteration 20F: 3 clusters Score -765702.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -765733.625000 Penalty: 4429.983887
	Iteration 21Q: 3 clusters Score -765733.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -765753.937500 Penalty: 4429.983887
	Iteration 22Q: 3 clusters Score -765753.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -765767.437500 Penalty: 4429.983887
	Iteration 23Q: 3 clusters Score -765767.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -765784.437500 Penalty: 4429.983887
	Iteration 24Q: 3 clusters Score -765784.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -765788.750000 Penalty: 4429.983887
	Iteration 25Q: 3 clusters Score -765788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -765796.750000 Penalty: 4429.983887
	Iteration 26Q: 3 clusters Score -765796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -765801.000000 Penalty: 4429.983887
	Iteration 27Q: 3 clusters Score -765801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -765806.312500 Penalty: 4429.983887
	Iteration 28Q: 3 clusters Score -765806.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -765809.500000 Penalty: 4429.983887
	Iteration 29Q: 3 clusters Score -765809.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -765814.562500 Penalty: 4429.983887
	Iteration 30Q: 3 clusters Score -765814.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -765818.312500 Penalty: 4429.983887
	Iteration 31Q: 3 clusters Score -765818.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -765820.625000 Penalty: 4429.983887
	Iteration 32Q: 3 clusters Score -765820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -765822.312500 Penalty: 4429.983887
	Iteration 33Q: 3 clusters Score -765822.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -765826.125000 Penalty: 4429.983887
	Iteration 34Q: 3 clusters Score -765826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -765827.937500 Penalty: 4429.983887
	Iteration 35Q: 3 clusters Score -765827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -765833.875000 Penalty: 4429.983887
	Iteration 36Q: 3 clusters Score -765833.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -765835.187500 Penalty: 4429.983887
	Iteration 37Q: 3 clusters Score -765835.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -765839.375000 Penalty: 4429.983887
	Iteration 38Q: 3 clusters Score -765839.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -765842.125000 Penalty: 4429.983887
	Iteration 39Q: 3 clusters Score -765842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -765845.562500 Penalty: 4429.983887
	Iteration 40F: 3 clusters Score -765845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -765845.625000 Penalty: 4429.983887
	Iteration 41Q: 3 clusters Score -765845.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -765845.625000 Penalty: 4429.983887
	Iteration 42F: 3 clusters Score -765845.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Entering Unmasked Estep 
Score: -1460340.000000 Penalty: 2380.904297
	Iteration 0F: 2 clusters Score -1460340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1449523.500000 Penalty: 4761.808594
	Iteration 0F: 3 clusters Score -1449524 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1452901.500000 Penalty: 4761.808594
	Iteration 1F: 3 clusters Score -1452902 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1453256.625000 Penalty: 4761.808594
	Iteration 2F: 3 clusters Score -1453257 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1453549.375000 Penalty: 4761.808594
	Iteration 3Q: 3 clusters Score -1453549 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1453804.375000 Penalty: 4761.808594
	Iteration 4Q: 3 clusters Score -1453804 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1453999.125000 Penalty: 4761.808594
	Iteration 5Q: 3 clusters Score -1453999 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1454169.375000 Penalty: 4761.808594
	Iteration 6Q: 3 clusters Score -1454169 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1454336.875000 Penalty: 4761.808594
	Iteration 7Q: 3 clusters Score -1454337 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1454491.750000 Penalty: 4761.808594
	Iteration 8Q: 3 clusters Score -1454492 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1454660.000000 Penalty: 4761.808594
	Iteration 9Q: 3 clusters Score -1454660 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1454863.500000 Penalty: 4761.808594
	Iteration 10Q: 3 clusters Score -1454864 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1455095.250000 Penalty: 4761.808594
	Iteration 11Q: 3 clusters Score -1455095 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1455366.250000 Penalty: 4761.808594
	Iteration 12Q: 3 clusters Score -1455366 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1455632.625000 Penalty: 4761.808594
	Iteration 13Q: 3 clusters Score -1455633 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1455883.875000 Penalty: 4761.808594
	Iteration 14Q: 3 clusters Score -1455884 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1456120.375000 Penalty: 4761.808594
	Iteration 15Q: 3 clusters Score -1456120 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1456314.750000 Penalty: 4761.808594
	Iteration 16Q: 3 clusters Score -1456315 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1456457.500000 Penalty: 4761.808594
	Iteration 17Q: 3 clusters Score -1456458 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1456560.250000 Penalty: 4761.808594
	Iteration 18Q: 3 clusters Score -1456560 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1456643.875000 Penalty: 4761.808594
	Iteration 19Q: 3 clusters Score -1456644 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1456717.750000 Penalty: 4761.808594
	Iteration 20F: 3 clusters Score -1456718 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1456791.250000 Penalty: 4761.808594
	Iteration 21Q: 3 clusters Score -1456791 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1456850.875000 Penalty: 4761.808594
	Iteration 22Q: 3 clusters Score -1456851 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1456912.750000 Penalty: 4761.808594
	Iteration 23Q: 3 clusters Score -1456913 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1456974.375000 Penalty: 4761.808594
	Iteration 24Q: 3 clusters Score -1456974 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1457033.000000 Penalty: 4761.808594
	Iteration 25Q: 3 clusters Score -1457033 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1457092.875000 Penalty: 4761.808594
	Iteration 26Q: 3 clusters Score -1457093 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1457142.625000 Penalty: 4761.808594
	Iteration 27Q: 3 clusters Score -1457143 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1457211.750000 Penalty: 4761.808594
	Iteration 28Q: 3 clusters Score -1457212 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1457285.625000 Penalty: 4761.808594
	Iteration 29Q: 3 clusters Score -1457286 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1457362.875000 Penalty: 4761.808594
	Iteration 30Q: 3 clusters Score -1457363 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1457435.250000 Penalty: 4761.808594
	Iteration 31Q: 3 clusters Score -1457435 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1457487.875000 Penalty: 4761.808594
	Iteration 32Q: 3 clusters Score -1457488 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1457553.500000 Penalty: 4761.808594
	Iteration 33Q: 3 clusters Score -1457554 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1457620.125000 Penalty: 4761.808594
	Iteration 34Q: 3 clusters Score -1457620 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1457688.625000 Penalty: 4761.808594
	Iteration 35Q: 3 clusters Score -1457689 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1457748.625000 Penalty: 4761.808594
	Iteration 36Q: 3 clusters Score -1457749 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1457809.250000 Penalty: 4761.808594
	Iteration 37Q: 3 clusters Score -1457809 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1457854.750000 Penalty: 4761.808594
	Iteration 38Q: 3 clusters Score -1457855 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1457911.625000 Penalty: 4761.808594
	Iteration 39Q: 3 clusters Score -1457912 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1457966.125000 Penalty: 4761.808594
	Iteration 40F: 3 clusters Score -1457966 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1458021.375000 Penalty: 4761.808594
	Iteration 41Q: 3 clusters Score -1458021 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1458071.000000 Penalty: 4761.808594
	Iteration 42Q: 3 clusters Score -1458071 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1458120.750000 Penalty: 4761.808594
	Iteration 43Q: 3 clusters Score -1458121 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1458170.375000 Penalty: 4761.808594
	Iteration 44Q: 3 clusters Score -1458170 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1458218.125000 Penalty: 4761.808594
	Iteration 45Q: 3 clusters Score -1458218 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1458246.625000 Penalty: 4761.808594
	Iteration 46Q: 3 clusters Score -1458247 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1458281.375000 Penalty: 4761.808594
	Iteration 47Q: 3 clusters Score -1458281 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1458318.875000 Penalty: 4761.808594
	Iteration 48Q: 3 clusters Score -1458319 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1458352.500000 Penalty: 4761.808594
	Iteration 49Q: 3 clusters Score -1458352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1458378.750000 Penalty: 4761.808594
	Iteration 50Q: 3 clusters Score -1458379 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1458391.750000 Penalty: 4761.808594
	Iteration 51Q: 3 clusters Score -1458392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1458406.250000 Penalty: 4761.808594
	Iteration 52Q: 3 clusters Score -1458406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1458417.375000 Penalty: 4761.808594
	Iteration 53Q: 3 clusters Score -1458417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1458419.750000 Penalty: 4761.808594
	Iteration 54Q: 3 clusters Score -1458420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1458426.750000 Penalty: 4761.808594
	Iteration 55Q: 3 clusters Score -1458427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1458430.625000 Penalty: 4761.808594
	Iteration 56Q: 3 clusters Score -1458431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1458432.875000 Penalty: 4761.808594
	Iteration 57Q: 3 clusters Score -1458433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1458430.875000 Penalty: 4761.808594
	Iteration 58Q: 3 clusters Score -1458431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1458432.500000 Penalty: 4761.808594
	Iteration 59Q: 3 clusters Score -1458432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1458436.250000 Penalty: 4761.808594
	Iteration 60F: 3 clusters Score -1458436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1458439.625000 Penalty: 4761.808594
	Iteration 61Q: 3 clusters Score -1458440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1458442.750000 Penalty: 4761.808594
	Iteration 62Q: 3 clusters Score -1458443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1458443.625000 Penalty: 4761.808594
	Iteration 63Q: 3 clusters Score -1458444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1458445.375000 Penalty: 4761.808594
	Iteration 64Q: 3 clusters Score -1458445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1458445.125000 Penalty: 4761.808594
	Iteration 65Q: 3 clusters Score -1458445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1458444.500000 Penalty: 4761.808594
	Iteration 66Q: 3 clusters Score -1458444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1458445.250000 Penalty: 4761.808594
	Iteration 67Q: 3 clusters Score -1458445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1458446.875000 Penalty: 4761.808594
	Iteration 68Q: 3 clusters Score -1458447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1458445.125000 Penalty: 4761.808594
	Iteration 69Q: 3 clusters Score -1458445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1458449.375000 Penalty: 4761.808594
	Iteration 70Q: 3 clusters Score -1458449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1458449.125000 Penalty: 4761.808594
	Iteration 71Q: 3 clusters Score -1458449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1458449.125000 Penalty: 4761.808594
	Iteration 72F: 3 clusters Score -1458449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (23959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Entering Unmasked Estep 
Score: -2461346.750000 Penalty: 2500.856689
	Iteration 0F: 2 clusters Score -2461347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2444690.500000 Penalty: 5001.713379
	Iteration 0F: 3 clusters Score -2444690 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2450387.750000 Penalty: 5001.713379
	Iteration 1F: 3 clusters Score -2450388 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2450794.000000 Penalty: 5001.713379
	Iteration 2F: 3 clusters Score -2450794 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2451115.750000 Penalty: 5001.713379
	Iteration 3Q: 3 clusters Score -2451116 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2451375.750000 Penalty: 5001.713379
	Iteration 4Q: 3 clusters Score -2451376 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2451597.250000 Penalty: 5001.713379
	Iteration 5Q: 3 clusters Score -2451597 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2451845.500000 Penalty: 5001.713379
	Iteration 6Q: 3 clusters Score -2451846 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2452089.750000 Penalty: 5001.713379
	Iteration 7Q: 3 clusters Score -2452090 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2452309.000000 Penalty: 5001.713379
	Iteration 8Q: 3 clusters Score -2452309 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2452525.750000 Penalty: 5001.713379
	Iteration 9Q: 3 clusters Score -2452526 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2452723.000000 Penalty: 5001.713379
	Iteration 10Q: 3 clusters Score -2452723 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2452909.500000 Penalty: 5001.713379
	Iteration 11Q: 3 clusters Score -2452910 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2453044.250000 Penalty: 5001.713379
	Iteration 12Q: 3 clusters Score -2453044 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2453208.500000 Penalty: 5001.713379
	Iteration 13Q: 3 clusters Score -2453208 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2453378.000000 Penalty: 5001.713379
	Iteration 14Q: 3 clusters Score -2453378 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2453549.250000 Penalty: 5001.713379
	Iteration 15Q: 3 clusters Score -2453549 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2453743.750000 Penalty: 5001.713379
	Iteration 16Q: 3 clusters Score -2453744 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2453996.500000 Penalty: 5001.713379
	Iteration 17Q: 3 clusters Score -2453996 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2454345.250000 Penalty: 5001.713379
	Iteration 18Q: 3 clusters Score -2454345 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2454751.750000 Penalty: 5001.713379
	Iteration 19Q: 3 clusters Score -2454752 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2455256.500000 Penalty: 5001.713379
	Iteration 20F: 3 clusters Score -2455256 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2455782.750000 Penalty: 5001.713379
	Iteration 21Q: 3 clusters Score -2455783 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2456313.000000 Penalty: 5001.713379
	Iteration 22Q: 3 clusters Score -2456313 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2456825.000000 Penalty: 5001.713379
	Iteration 23Q: 3 clusters Score -2456825 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2457329.250000 Penalty: 5001.713379
	Iteration 24Q: 3 clusters Score -2457329 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2457740.000000 Penalty: 5001.713379
	Iteration 25Q: 3 clusters Score -2457740 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2458115.000000 Penalty: 5001.713379
	Iteration 26Q: 3 clusters Score -2458115 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2458387.500000 Penalty: 5001.713379
	Iteration 27Q: 3 clusters Score -2458388 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2458598.250000 Penalty: 5001.713379
	Iteration 28Q: 3 clusters Score -2458598 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2458768.500000 Penalty: 5001.713379
	Iteration 29Q: 3 clusters Score -2458768 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2458898.750000 Penalty: 5001.713379
	Iteration 30Q: 3 clusters Score -2458899 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2458983.000000 Penalty: 5001.713379
	Iteration 31Q: 3 clusters Score -2458983 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2459024.500000 Penalty: 5001.713379
	Iteration 32Q: 3 clusters Score -2459024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2459070.250000 Penalty: 5001.713379
	Iteration 33Q: 3 clusters Score -2459070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2459096.750000 Penalty: 5001.713379
	Iteration 34Q: 3 clusters Score -2459097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2459120.000000 Penalty: 5001.713379
	Iteration 35Q: 3 clusters Score -2459120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2459141.000000 Penalty: 5001.713379
	Iteration 36Q: 3 clusters Score -2459141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2459156.000000 Penalty: 5001.713379
	Iteration 37Q: 3 clusters Score -2459156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2459176.500000 Penalty: 5001.713379
	Iteration 38Q: 3 clusters Score -2459176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2459189.000000 Penalty: 5001.713379
	Iteration 39Q: 3 clusters Score -2459189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2459198.000000 Penalty: 5001.713379
	Iteration 40F: 3 clusters Score -2459198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2459200.750000 Penalty: 5001.713379
	Iteration 41Q: 3 clusters Score -2459201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2459207.500000 Penalty: 5001.713379
	Iteration 42Q: 3 clusters Score -2459208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2459211.750000 Penalty: 5001.713379
	Iteration 43Q: 3 clusters Score -2459212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2459208.250000 Penalty: 5001.713379
	Iteration 44Q: 3 clusters Score -2459208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2459206.750000 Penalty: 5001.713379
	Iteration 45Q: 3 clusters Score -2459207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2459209.000000 Penalty: 5001.713379
	Iteration 46Q: 3 clusters Score -2459209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2459212.000000 Penalty: 5001.713379
	Iteration 47Q: 3 clusters Score -2459212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2459213.000000 Penalty: 5001.713379
	Iteration 48Q: 3 clusters Score -2459213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2459212.500000 Penalty: 5001.713379
	Iteration 49Q: 3 clusters Score -2459212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2459217.000000 Penalty: 5001.713379
	Iteration 50Q: 3 clusters Score -2459217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2459217.000000 Penalty: 5001.713379
	Iteration 51F: 3 clusters Score -2459217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151485 members 
Mstep: Class 2 contains 9107 members 
Mstep: Class 3 contains 10688 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 59493 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35454 members 
Mstep: Class 9 contains 16441 members 
Mstep: Class 10 contains 31992 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 108452 members 
Mstep: Class 14 contains 16763 members 
Mstep: Class 15 contains 346299 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 19066 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 3964 members 
Mstep: Class 21 contains 4345 members 
Mstep: Class 22 contains 289985 members 
Mstep: Class 23 contains 42381 members 
Mstep: Class 24 contains 16436 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13685 members 
Mstep: Class 27 contains 192489 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7310 members 
Mstep: Class 30 contains 41344 members 
Mstep: Class 31 contains 20609 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66661 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 14771 members 
Mstep: Class 37 contains 23959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129504.000000 Penalty: 131188.937500
Iteration 159Q: 38 clusters Score -1.571295e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151417 members 
Mstep: Class 2 contains 9107 members 
Mstep: Class 3 contains 10688 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 59496 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35455 members 
Mstep: Class 9 contains 16440 members 
Mstep: Class 10 contains 31990 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 108533 members 
Mstep: Class 14 contains 16758 members 
Mstep: Class 15 contains 346241 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 19066 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 3961 members 
Mstep: Class 21 contains 4343 members 
Mstep: Class 22 contains 289978 members 
Mstep: Class 23 contains 42378 members 
Mstep: Class 24 contains 16436 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13685 members 
Mstep: Class 27 contains 192538 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7310 members 
Mstep: Class 30 contains 41342 members 
Mstep: Class 31 contains 20610 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66676 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 14770 members 
Mstep: Class 37 contains 23958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129488.000000 Penalty: 131188.937500
Iteration 160F: 38 clusters Score -1.571295e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151355 members 
Mstep: Class 2 contains 9108 members 
Mstep: Class 3 contains 10690 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 59495 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35455 members 
Mstep: Class 9 contains 16437 members 
Mstep: Class 10 contains 31989 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 108604 members 
Mstep: Class 14 contains 16753 members 
Mstep: Class 15 contains 346188 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 19068 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 3959 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 289974 members 
Mstep: Class 23 contains 42378 members 
Mstep: Class 24 contains 16436 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13685 members 
Mstep: Class 27 contains 192573 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7312 members 
Mstep: Class 30 contains 41339 members 
Mstep: Class 31 contains 20610 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66702 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 14770 members 
Mstep: Class 37 contains 23956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129616.000000 Penalty: 131188.937500
Iteration 161Q: 38 clusters Score -1.571296e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151302 members 
Mstep: Class 2 contains 9109 members 
Mstep: Class 3 contains 10690 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 59493 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35453 members 
Mstep: Class 9 contains 16433 members 
Mstep: Class 10 contains 31983 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 108702 members 
Mstep: Class 14 contains 16750 members 
Mstep: Class 15 contains 346118 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 19067 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3550 members 
Mstep: Class 20 contains 3958 members 
Mstep: Class 21 contains 4338 members 
Mstep: Class 22 contains 289964 members 
Mstep: Class 23 contains 42375 members 
Mstep: Class 24 contains 16436 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13684 members 
Mstep: Class 27 contains 192617 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7312 members 
Mstep: Class 30 contains 41341 members 
Mstep: Class 31 contains 20611 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66711 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 14771 members 
Mstep: Class 37 contains 23955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129680.000000 Penalty: 131188.937500
Iteration 162Q: 38 clusters Score -1.571297e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151241 members 
Mstep: Class 2 contains 9110 members 
Mstep: Class 3 contains 10692 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 59498 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35453 members 
Mstep: Class 9 contains 16428 members 
Mstep: Class 10 contains 31971 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 108802 members 
Mstep: Class 14 contains 16747 members 
Mstep: Class 15 contains 346060 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 19068 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3550 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 4332 members 
Mstep: Class 22 contains 289956 members 
Mstep: Class 23 contains 42377 members 
Mstep: Class 24 contains 16436 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13683 members 
Mstep: Class 27 contains 192645 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7312 members 
Mstep: Class 30 contains 41340 members 
Mstep: Class 31 contains 20613 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66728 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 14772 members 
Mstep: Class 37 contains 23954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129600.000000 Penalty: 131188.937500
Iteration 163Q: 38 clusters Score -1.571296e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151182 members 
Mstep: Class 2 contains 9109 members 
Mstep: Class 3 contains 10692 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 59510 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35455 members 
Mstep: Class 9 contains 16428 members 
Mstep: Class 10 contains 31965 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 18227 members 
Mstep: Class 13 contains 108918 members 
Mstep: Class 14 contains 16745 members 
Mstep: Class 15 contains 345962 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 19069 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3550 members 
Mstep: Class 20 contains 3951 members 
Mstep: Class 21 contains 4323 members 
Mstep: Class 22 contains 289958 members 
Mstep: Class 23 contains 42380 members 
Mstep: Class 24 contains 16435 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13684 members 
Mstep: Class 27 contains 192668 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7311 members 
Mstep: Class 30 contains 41338 members 
Mstep: Class 31 contains 20614 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66745 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 14773 members 
Mstep: Class 37 contains 23956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129792.000000 Penalty: 131188.937500
Iteration 164Q: 38 clusters Score -1.571298e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151117 members 
Mstep: Class 2 contains 9110 members 
Mstep: Class 3 contains 10691 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 59522 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35457 members 
Mstep: Class 9 contains 16431 members 
Mstep: Class 10 contains 31967 members 
Mstep: Class 11 contains 6335 members 
Mstep: Class 12 contains 18227 members 
Mstep: Class 13 contains 109044 members 
Mstep: Class 14 contains 16742 members 
Mstep: Class 15 contains 345852 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 19068 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 3949 members 
Mstep: Class 21 contains 4313 members 
Mstep: Class 22 contains 289959 members 
Mstep: Class 23 contains 42386 members 
Mstep: Class 24 contains 16435 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13684 members 
Mstep: Class 27 contains 192694 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7310 members 
Mstep: Class 30 contains 41333 members 
Mstep: Class 31 contains 20615 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66763 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 14774 members 
Mstep: Class 37 contains 23956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157130080.000000 Penalty: 131188.937500
Iteration 165Q: 38 clusters Score -1.571301e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 151034 members 
Mstep: Class 2 contains 9111 members 
Mstep: Class 3 contains 10692 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 59532 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35458 members 
Mstep: Class 9 contains 16431 members 
Mstep: Class 10 contains 31969 members 
Mstep: Class 11 contains 6334 members 
Mstep: Class 12 contains 18228 members 
Mstep: Class 13 contains 109163 members 
Mstep: Class 14 contains 16744 members 
Mstep: Class 15 contains 345755 members 
Mstep: Class 16 contains 2801 members 
Mstep: Class 17 contains 19065 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3552 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 4303 members 
Mstep: Class 22 contains 289963 members 
Mstep: Class 23 contains 42381 members 
Mstep: Class 24 contains 16437 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13683 members 
Mstep: Class 27 contains 192734 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7309 members 
Mstep: Class 30 contains 41332 members 
Mstep: Class 31 contains 20616 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66782 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 14775 members 
Mstep: Class 37 contains 23956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157130192.000000 Penalty: 131188.937500
Iteration 166Q: 38 clusters Score -1.571302e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150942 members 
Mstep: Class 2 contains 9111 members 
Mstep: Class 3 contains 10692 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 59533 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35455 members 
Mstep: Class 9 contains 16430 members 
Mstep: Class 10 contains 31966 members 
Mstep: Class 11 contains 6333 members 
Mstep: Class 12 contains 18228 members 
Mstep: Class 13 contains 109297 members 
Mstep: Class 14 contains 16740 members 
Mstep: Class 15 contains 345682 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 19062 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 4299 members 
Mstep: Class 22 contains 289962 members 
Mstep: Class 23 contains 42388 members 
Mstep: Class 24 contains 16437 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13682 members 
Mstep: Class 27 contains 192768 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7311 members 
Mstep: Class 30 contains 41332 members 
Mstep: Class 31 contains 20616 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66791 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 14776 members 
Mstep: Class 37 contains 23958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157130304.000000 Penalty: 131188.937500
Iteration 167Q: 38 clusters Score -1.571303e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150876 members 
Mstep: Class 2 contains 9112 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 3350 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 59529 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 35453 members 
Mstep: Class 9 contains 16428 members 
Mstep: Class 10 contains 31961 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 18227 members 
Mstep: Class 13 contains 109442 members 
Mstep: Class 14 contains 16737 members 
Mstep: Class 15 contains 345575 members 
Mstep: Class 16 contains 2801 members 
Mstep: Class 17 contains 19060 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 289955 members 
Mstep: Class 23 contains 42387 members 
Mstep: Class 24 contains 16435 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13681 members 
Mstep: Class 27 contains 192809 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7311 members 
Mstep: Class 30 contains 41330 members 
Mstep: Class 31 contains 20615 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66812 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 14780 members 
Mstep: Class 37 contains 23959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157130512.000000 Penalty: 131188.937500
Iteration 168Q: 38 clusters Score -1.571305e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150783 members 
Mstep: Class 2 contains 9112 members 
Mstep: Class 3 contains 10682 members 
Mstep: Class 4 contains 3352 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 59528 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35456 members 
Mstep: Class 9 contains 16421 members 
Mstep: Class 10 contains 31956 members 
Mstep: Class 11 contains 6332 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 109601 members 
Mstep: Class 14 contains 16735 members 
Mstep: Class 15 contains 345493 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 19060 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 4292 members 
Mstep: Class 22 contains 289950 members 
Mstep: Class 23 contains 42387 members 
Mstep: Class 24 contains 16435 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13681 members 
Mstep: Class 27 contains 192844 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7310 members 
Mstep: Class 30 contains 41326 members 
Mstep: Class 31 contains 20614 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 66824 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 14779 members 
Mstep: Class 37 contains 23959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157130752.000000 Penalty: 131188.937500
Iteration 169Q: 38 clusters Score -1.571308e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150703 members 
Mstep: Class 2 contains 9110 members 
Mstep: Class 3 contains 10682 members 
Mstep: Class 4 contains 3353 members 
Mstep: Class 5 contains 5067 members 
Mstep: Class 6 contains 59528 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35453 members 
Mstep: Class 9 contains 16417 members 
Mstep: Class 10 contains 31955 members 
Mstep: Class 11 contains 6334 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 109738 members 
Mstep: Class 14 contains 16731 members 
Mstep: Class 15 contains 345387 members 
Mstep: Class 16 contains 2805 members 
Mstep: Class 17 contains 19056 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 4288 members 
Mstep: Class 22 contains 289946 members 
Mstep: Class 23 contains 42381 members 
Mstep: Class 24 contains 16435 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13681 members 
Mstep: Class 27 contains 192904 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7310 members 
Mstep: Class 30 contains 41323 members 
Mstep: Class 31 contains 20611 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66838 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 7567 members 
Mstep: Class 36 contains 14778 members 
Mstep: Class 37 contains 23962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157130800.000000 Penalty: 131188.937500
Iteration 170Q: 38 clusters Score -1.571308e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150633 members 
Mstep: Class 2 contains 9112 members 
Mstep: Class 3 contains 10683 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 59522 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35457 members 
Mstep: Class 9 contains 16415 members 
Mstep: Class 10 contains 31959 members 
Mstep: Class 11 contains 6334 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 109891 members 
Mstep: Class 14 contains 16727 members 
Mstep: Class 15 contains 345264 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19052 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 289959 members 
Mstep: Class 23 contains 42376 members 
Mstep: Class 24 contains 16435 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13681 members 
Mstep: Class 27 contains 192939 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7305 members 
Mstep: Class 30 contains 41321 members 
Mstep: Class 31 contains 20612 members 
Mstep: Class 32 contains 11052 members 
Mstep: Class 33 contains 66844 members 
Mstep: Class 34 contains 1309 members 
Mstep: Class 35 contains 7567 members 
Mstep: Class 36 contains 14781 members 
Mstep: Class 37 contains 23965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157130880.000000 Penalty: 131188.937500
Iteration 171Q: 38 clusters Score -1.571309e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150586 members 
Mstep: Class 2 contains 9113 members 
Mstep: Class 3 contains 10685 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 59521 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35461 members 
Mstep: Class 9 contains 16412 members 
Mstep: Class 10 contains 31957 members 
Mstep: Class 11 contains 6334 members 
Mstep: Class 12 contains 18224 members 
Mstep: Class 13 contains 110056 members 
Mstep: Class 14 contains 16724 members 
Mstep: Class 15 contains 345147 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19046 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 4280 members 
Mstep: Class 22 contains 289945 members 
Mstep: Class 23 contains 42372 members 
Mstep: Class 24 contains 16435 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13681 members 
Mstep: Class 27 contains 192975 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7305 members 
Mstep: Class 30 contains 41316 members 
Mstep: Class 31 contains 20610 members 
Mstep: Class 32 contains 11053 members 
Mstep: Class 33 contains 66844 members 
Mstep: Class 34 contains 1308 members 
Mstep: Class 35 contains 7567 members 
Mstep: Class 36 contains 14781 members 
Mstep: Class 37 contains 23968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131024.000000 Penalty: 131188.937500
Iteration 172Q: 38 clusters Score -1.57131e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150519 members 
Mstep: Class 2 contains 9112 members 
Mstep: Class 3 contains 10685 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 59512 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35460 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 31958 members 
Mstep: Class 11 contains 6334 members 
Mstep: Class 12 contains 18224 members 
Mstep: Class 13 contains 110212 members 
Mstep: Class 14 contains 16724 members 
Mstep: Class 15 contains 345051 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19041 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3576 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 4281 members 
Mstep: Class 22 contains 289934 members 
Mstep: Class 23 contains 42361 members 
Mstep: Class 24 contains 16435 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13681 members 
Mstep: Class 27 contains 193011 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7302 members 
Mstep: Class 30 contains 41309 members 
Mstep: Class 31 contains 20609 members 
Mstep: Class 32 contains 11052 members 
Mstep: Class 33 contains 66853 members 
Mstep: Class 34 contains 1308 members 
Mstep: Class 35 contains 7567 members 
Mstep: Class 36 contains 14782 members 
Mstep: Class 37 contains 23972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131280.000000 Penalty: 131188.937500
Iteration 173Q: 38 clusters Score -1.571313e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150452 members 
Mstep: Class 2 contains 9113 members 
Mstep: Class 3 contains 10684 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 59513 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35460 members 
Mstep: Class 9 contains 16408 members 
Mstep: Class 10 contains 31952 members 
Mstep: Class 11 contains 6335 members 
Mstep: Class 12 contains 18224 members 
Mstep: Class 13 contains 110347 members 
Mstep: Class 14 contains 16721 members 
Mstep: Class 15 contains 344979 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19036 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 4271 members 
Mstep: Class 22 contains 289917 members 
Mstep: Class 23 contains 42355 members 
Mstep: Class 24 contains 16435 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13680 members 
Mstep: Class 27 contains 193044 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7300 members 
Mstep: Class 30 contains 41308 members 
Mstep: Class 31 contains 20607 members 
Mstep: Class 32 contains 11052 members 
Mstep: Class 33 contains 66863 members 
Mstep: Class 34 contains 1308 members 
Mstep: Class 35 contains 7567 members 
Mstep: Class 36 contains 14783 members 
Mstep: Class 37 contains 23978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131232.000000 Penalty: 131188.937500
Iteration 174Q: 38 clusters Score -1.571312e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150409 members 
Mstep: Class 2 contains 9115 members 
Mstep: Class 3 contains 10685 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 59505 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35458 members 
Mstep: Class 9 contains 16406 members 
Mstep: Class 10 contains 31945 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18224 members 
Mstep: Class 13 contains 110483 members 
Mstep: Class 14 contains 16718 members 
Mstep: Class 15 contains 344892 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19034 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3586 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 4272 members 
Mstep: Class 22 contains 289903 members 
Mstep: Class 23 contains 42348 members 
Mstep: Class 24 contains 16435 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13680 members 
Mstep: Class 27 contains 193081 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7297 members 
Mstep: Class 30 contains 41301 members 
Mstep: Class 31 contains 20607 members 
Mstep: Class 32 contains 11052 members 
Mstep: Class 33 contains 66865 members 
Mstep: Class 34 contains 1308 members 
Mstep: Class 35 contains 7567 members 
Mstep: Class 36 contains 14784 members 
Mstep: Class 37 contains 23981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131168.000000 Penalty: 131188.937500
Iteration 175Q: 38 clusters Score -1.571312e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150370 members 
Mstep: Class 2 contains 9113 members 
Mstep: Class 3 contains 10686 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 59491 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35456 members 
Mstep: Class 9 contains 16400 members 
Mstep: Class 10 contains 31932 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18224 members 
Mstep: Class 13 contains 110633 members 
Mstep: Class 14 contains 16714 members 
Mstep: Class 15 contains 344793 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19034 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3588 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 289890 members 
Mstep: Class 23 contains 42344 members 
Mstep: Class 24 contains 16435 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 13678 members 
Mstep: Class 27 contains 193124 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7295 members 
Mstep: Class 30 contains 41294 members 
Mstep: Class 31 contains 20606 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66875 members 
Mstep: Class 34 contains 1308 members 
Mstep: Class 35 contains 7567 members 
Mstep: Class 36 contains 14786 members 
Mstep: Class 37 contains 23984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131008.000000 Penalty: 131188.937500
Iteration 176Q: 38 clusters Score -1.57131e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150335 members 
Mstep: Class 2 contains 9113 members 
Mstep: Class 3 contains 10686 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 59475 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35455 members 
Mstep: Class 9 contains 16393 members 
Mstep: Class 10 contains 31928 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18224 members 
Mstep: Class 13 contains 110772 members 
Mstep: Class 14 contains 16715 members 
Mstep: Class 15 contains 344694 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19034 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3588 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 4266 members 
Mstep: Class 22 contains 289873 members 
Mstep: Class 23 contains 42338 members 
Mstep: Class 24 contains 16434 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 13678 members 
Mstep: Class 27 contains 193154 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7296 members 
Mstep: Class 30 contains 41292 members 
Mstep: Class 31 contains 20607 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66886 members 
Mstep: Class 34 contains 1308 members 
Mstep: Class 35 contains 7567 members 
Mstep: Class 36 contains 14788 members 
Mstep: Class 37 contains 23989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157130928.000000 Penalty: 131188.937500
Iteration 177Q: 38 clusters Score -1.571309e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150297 members 
Mstep: Class 2 contains 9113 members 
Mstep: Class 3 contains 10688 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 59462 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35456 members 
Mstep: Class 9 contains 16388 members 
Mstep: Class 10 contains 31919 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18223 members 
Mstep: Class 13 contains 110922 members 
Mstep: Class 14 contains 16715 members 
Mstep: Class 15 contains 344604 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19033 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 4261 members 
Mstep: Class 22 contains 289859 members 
Mstep: Class 23 contains 42335 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 13676 members 
Mstep: Class 27 contains 193181 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7296 members 
Mstep: Class 30 contains 41288 members 
Mstep: Class 31 contains 20606 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66882 members 
Mstep: Class 34 contains 1308 members 
Mstep: Class 35 contains 7567 members 
Mstep: Class 36 contains 14790 members 
Mstep: Class 37 contains 23993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131056.000000 Penalty: 131188.937500
Iteration 178Q: 38 clusters Score -1.571311e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150255 members 
Mstep: Class 2 contains 9112 members 
Mstep: Class 3 contains 10686 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 59457 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35456 members 
Mstep: Class 9 contains 16385 members 
Mstep: Class 10 contains 31917 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18222 members 
Mstep: Class 13 contains 111067 members 
Mstep: Class 14 contains 16713 members 
Mstep: Class 15 contains 344524 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19028 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 4253 members 
Mstep: Class 22 contains 289851 members 
Mstep: Class 23 contains 42325 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 13676 members 
Mstep: Class 27 contains 193194 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7296 members 
Mstep: Class 30 contains 41286 members 
Mstep: Class 31 contains 20606 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66882 members 
Mstep: Class 34 contains 1308 members 
Mstep: Class 35 contains 7568 members 
Mstep: Class 36 contains 14792 members 
Mstep: Class 37 contains 23998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131136.000000 Penalty: 131188.937500
Iteration 179Q: 38 clusters Score -1.571311e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150214 members 
Mstep: Class 2 contains 9114 members 
Mstep: Class 3 contains 10687 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 59458 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35456 members 
Mstep: Class 9 contains 16385 members 
Mstep: Class 10 contains 31916 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18222 members 
Mstep: Class 13 contains 111195 members 
Mstep: Class 14 contains 16705 members 
Mstep: Class 15 contains 344436 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19024 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3601 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 4245 members 
Mstep: Class 22 contains 289832 members 
Mstep: Class 23 contains 42321 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 13675 members 
Mstep: Class 27 contains 193228 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7298 members 
Mstep: Class 30 contains 41283 members 
Mstep: Class 31 contains 20606 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66885 members 
Mstep: Class 34 contains 1308 members 
Mstep: Class 35 contains 7569 members 
Mstep: Class 36 contains 14795 members 
Mstep: Class 37 contains 23997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131104.000000 Penalty: 131188.937500
Iteration 180F: 38 clusters Score -1.571311e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150162 members 
Mstep: Class 2 contains 9115 members 
Mstep: Class 3 contains 10685 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 59458 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35454 members 
Mstep: Class 9 contains 16383 members 
Mstep: Class 10 contains 31914 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18222 members 
Mstep: Class 13 contains 111324 members 
Mstep: Class 14 contains 16702 members 
Mstep: Class 15 contains 344348 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19024 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 4234 members 
Mstep: Class 22 contains 289823 members 
Mstep: Class 23 contains 42313 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13674 members 
Mstep: Class 27 contains 193270 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7301 members 
Mstep: Class 30 contains 41276 members 
Mstep: Class 31 contains 20607 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66895 members 
Mstep: Class 34 contains 1308 members 
Mstep: Class 35 contains 7567 members 
Mstep: Class 36 contains 14801 members 
Mstep: Class 37 contains 23999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131088.000000 Penalty: 131188.937500
Iteration 181Q: 38 clusters Score -1.571311e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150109 members 
Mstep: Class 2 contains 9115 members 
Mstep: Class 3 contains 10678 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 59461 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35451 members 
Mstep: Class 9 contains 16380 members 
Mstep: Class 10 contains 31914 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18222 members 
Mstep: Class 13 contains 111449 members 
Mstep: Class 14 contains 16700 members 
Mstep: Class 15 contains 344285 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19023 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3598 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 289817 members 
Mstep: Class 23 contains 42303 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 13674 members 
Mstep: Class 27 contains 193300 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7307 members 
Mstep: Class 30 contains 41273 members 
Mstep: Class 31 contains 20610 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66895 members 
Mstep: Class 34 contains 1308 members 
Mstep: Class 35 contains 7565 members 
Mstep: Class 36 contains 14803 members 
Mstep: Class 37 contains 24000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131184.000000 Penalty: 131188.937500
Iteration 182Q: 38 clusters Score -1.571312e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 150052 members 
Mstep: Class 2 contains 9116 members 
Mstep: Class 3 contains 10674 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 59467 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35445 members 
Mstep: Class 9 contains 16381 members 
Mstep: Class 10 contains 31915 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18222 members 
Mstep: Class 13 contains 111583 members 
Mstep: Class 14 contains 16700 members 
Mstep: Class 15 contains 344229 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19022 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3598 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 4203 members 
Mstep: Class 22 contains 289808 members 
Mstep: Class 23 contains 42296 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 13673 members 
Mstep: Class 27 contains 193321 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7305 members 
Mstep: Class 30 contains 41269 members 
Mstep: Class 31 contains 20609 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66891 members 
Mstep: Class 34 contains 1308 members 
Mstep: Class 35 contains 7565 members 
Mstep: Class 36 contains 14804 members 
Mstep: Class 37 contains 24003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131184.000000 Penalty: 131188.937500
Iteration 183Q: 38 clusters Score -1.571312e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149986 members 
Mstep: Class 2 contains 9116 members 
Mstep: Class 3 contains 10672 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 59474 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 9 contains 16380 members 
Mstep: Class 10 contains 31914 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18222 members 
Mstep: Class 13 contains 111713 members 
Mstep: Class 14 contains 16698 members 
Mstep: Class 15 contains 344188 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19021 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 4195 members 
Mstep: Class 22 contains 289792 members 
Mstep: Class 23 contains 42283 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 13673 members 
Mstep: Class 27 contains 193342 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7305 members 
Mstep: Class 30 contains 41264 members 
Mstep: Class 31 contains 20609 members 
Mstep: Class 32 contains 11051 members 
Mstep: Class 33 contains 66891 members 
Mstep: Class 34 contains 1308 members 
Mstep: Class 35 contains 7565 members 
Mstep: Class 36 contains 14806 members 
Mstep: Class 37 contains 24004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131264.000000 Penalty: 131188.937500
Iteration 184Q: 38 clusters Score -1.571313e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149908 members 
Mstep: Class 2 contains 9117 members 
Mstep: Class 3 contains 10663 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 59483 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 9 contains 16381 members 
Mstep: Class 10 contains 31912 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18220 members 
Mstep: Class 13 contains 111854 members 
Mstep: Class 14 contains 16696 members 
Mstep: Class 15 contains 344154 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19023 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 3926 members 
Mstep: Class 21 contains 4181 members 
Mstep: Class 22 contains 289792 members 
Mstep: Class 23 contains 42271 members 
Mstep: Class 24 contains 16432 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 13673 members 
Mstep: Class 27 contains 193349 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7307 members 
Mstep: Class 30 contains 41256 members 
Mstep: Class 31 contains 20610 members 
Mstep: Class 32 contains 11052 members 
Mstep: Class 33 contains 66885 members 
Mstep: Class 34 contains 1307 members 
Mstep: Class 35 contains 7565 members 
Mstep: Class 36 contains 14805 members 
Mstep: Class 37 contains 24006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131456.000000 Penalty: 131188.937500
Iteration 185Q: 38 clusters Score -1.571315e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149821 members 
Mstep: Class 2 contains 9119 members 
Mstep: Class 3 contains 10655 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59486 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35439 members 
Mstep: Class 9 contains 16381 members 
Mstep: Class 10 contains 31914 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18217 members 
Mstep: Class 13 contains 111990 members 
Mstep: Class 14 contains 16692 members 
Mstep: Class 15 contains 344122 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 19018 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 3927 members 
Mstep: Class 21 contains 4175 members 
Mstep: Class 22 contains 289794 members 
Mstep: Class 23 contains 42262 members 
Mstep: Class 24 contains 16431 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 13674 members 
Mstep: Class 27 contains 193364 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7307 members 
Mstep: Class 30 contains 41252 members 
Mstep: Class 31 contains 20607 members 
Mstep: Class 32 contains 11055 members 
Mstep: Class 33 contains 66875 members 
Mstep: Class 34 contains 1307 members 
Mstep: Class 35 contains 7565 members 
Mstep: Class 36 contains 14803 members 
Mstep: Class 37 contains 24007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131536.000000 Penalty: 131188.937500
Iteration 186Q: 38 clusters Score -1.571315e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149763 members 
Mstep: Class 2 contains 9119 members 
Mstep: Class 3 contains 10656 members 
Mstep: Class 4 contains 3355 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59491 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35440 members 
Mstep: Class 9 contains 16382 members 
Mstep: Class 10 contains 31908 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18217 members 
Mstep: Class 13 contains 112120 members 
Mstep: Class 14 contains 16691 members 
Mstep: Class 15 contains 344071 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 19017 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3618 members 
Mstep: Class 20 contains 3926 members 
Mstep: Class 21 contains 4168 members 
Mstep: Class 22 contains 289790 members 
Mstep: Class 23 contains 42254 members 
Mstep: Class 24 contains 16431 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 13674 members 
Mstep: Class 27 contains 193364 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7306 members 
Mstep: Class 30 contains 41245 members 
Mstep: Class 31 contains 20605 members 
Mstep: Class 32 contains 11058 members 
Mstep: Class 33 contains 66870 members 
Mstep: Class 34 contains 1307 members 
Mstep: Class 35 contains 7567 members 
Mstep: Class 36 contains 14804 members 
Mstep: Class 37 contains 24008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131648.000000 Penalty: 131188.937500
Iteration 187Q: 38 clusters Score -1.571316e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149710 members 
Mstep: Class 2 contains 9120 members 
Mstep: Class 3 contains 10656 members 
Mstep: Class 4 contains 3355 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59494 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 9 contains 16381 members 
Mstep: Class 10 contains 31908 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18217 members 
Mstep: Class 13 contains 112266 members 
Mstep: Class 14 contains 16691 members 
Mstep: Class 15 contains 344008 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 19017 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3620 members 
Mstep: Class 20 contains 3924 members 
Mstep: Class 21 contains 4156 members 
Mstep: Class 22 contains 289781 members 
Mstep: Class 23 contains 42247 members 
Mstep: Class 24 contains 16430 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 13673 members 
Mstep: Class 27 contains 193375 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7304 members 
Mstep: Class 30 contains 41238 members 
Mstep: Class 31 contains 20604 members 
Mstep: Class 32 contains 11060 members 
Mstep: Class 33 contains 66860 members 
Mstep: Class 34 contains 1307 members 
Mstep: Class 35 contains 7567 members 
Mstep: Class 36 contains 14804 members 
Mstep: Class 37 contains 24011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131696.000000 Penalty: 131188.937500
Iteration 188Q: 38 clusters Score -1.571317e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149644 members 
Mstep: Class 2 contains 9121 members 
Mstep: Class 3 contains 10649 members 
Mstep: Class 4 contains 3355 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59502 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35439 members 
Mstep: Class 9 contains 16381 members 
Mstep: Class 10 contains 31910 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 18217 members 
Mstep: Class 13 contains 112442 members 
Mstep: Class 14 contains 16689 members 
Mstep: Class 15 contains 343908 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 19017 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 3920 members 
Mstep: Class 21 contains 4145 members 
Mstep: Class 22 contains 289774 members 
Mstep: Class 23 contains 42239 members 
Mstep: Class 24 contains 16430 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 13673 members 
Mstep: Class 27 contains 193410 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7307 members 
Mstep: Class 30 contains 41227 members 
Mstep: Class 31 contains 20605 members 
Mstep: Class 32 contains 11060 members 
Mstep: Class 33 contains 66849 members 
Mstep: Class 34 contains 1307 members 
Mstep: Class 35 contains 7568 members 
Mstep: Class 36 contains 14804 members 
Mstep: Class 37 contains 24010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131712.000000 Penalty: 131188.937500
Iteration 189Q: 38 clusters Score -1.571317e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149600 members 
Mstep: Class 2 contains 9120 members 
Mstep: Class 3 contains 10643 members 
Mstep: Class 4 contains 3355 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59498 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 9 contains 16381 members 
Mstep: Class 10 contains 31913 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 18216 members 
Mstep: Class 13 contains 112618 members 
Mstep: Class 14 contains 16689 members 
Mstep: Class 15 contains 343793 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19020 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3629 members 
Mstep: Class 20 contains 3917 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 289768 members 
Mstep: Class 23 contains 42228 members 
Mstep: Class 24 contains 16430 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13673 members 
Mstep: Class 27 contains 193438 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7307 members 
Mstep: Class 30 contains 41221 members 
Mstep: Class 31 contains 20607 members 
Mstep: Class 32 contains 11061 members 
Mstep: Class 33 contains 66830 members 
Mstep: Class 34 contains 1307 members 
Mstep: Class 35 contains 7568 members 
Mstep: Class 36 contains 14804 members 
Mstep: Class 37 contains 24010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131776.000000 Penalty: 131188.937500
Iteration 190Q: 38 clusters Score -1.571318e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149565 members 
Mstep: Class 2 contains 9119 members 
Mstep: Class 3 contains 10640 members 
Mstep: Class 4 contains 3355 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59486 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35439 members 
Mstep: Class 9 contains 16382 members 
Mstep: Class 10 contains 31911 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 18215 members 
Mstep: Class 13 contains 112777 members 
Mstep: Class 14 contains 16683 members 
Mstep: Class 15 contains 343705 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 19021 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3629 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 21 contains 4140 members 
Mstep: Class 22 contains 289759 members 
Mstep: Class 23 contains 42227 members 
Mstep: Class 24 contains 16430 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13674 members 
Mstep: Class 27 contains 193451 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7307 members 
Mstep: Class 30 contains 41215 members 
Mstep: Class 31 contains 20609 members 
Mstep: Class 32 contains 11061 members 
Mstep: Class 33 contains 66819 members 
Mstep: Class 34 contains 1307 members 
Mstep: Class 35 contains 7568 members 
Mstep: Class 36 contains 14804 members 
Mstep: Class 37 contains 24012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131840.000000 Penalty: 131188.937500
Iteration 191Q: 38 clusters Score -1.571318e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149523 members 
Mstep: Class 2 contains 9118 members 
Mstep: Class 3 contains 10638 members 
Mstep: Class 4 contains 3355 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59473 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35438 members 
Mstep: Class 9 contains 16382 members 
Mstep: Class 10 contains 31907 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 18214 members 
Mstep: Class 13 contains 112944 members 
Mstep: Class 14 contains 16682 members 
Mstep: Class 15 contains 343599 members 
Mstep: Class 16 contains 2805 members 
Mstep: Class 17 contains 19028 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3632 members 
Mstep: Class 20 contains 3912 members 
Mstep: Class 21 contains 4137 members 
Mstep: Class 22 contains 289747 members 
Mstep: Class 23 contains 42222 members 
Mstep: Class 24 contains 16430 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13675 members 
Mstep: Class 27 contains 193468 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7304 members 
Mstep: Class 30 contains 41211 members 
Mstep: Class 31 contains 20609 members 
Mstep: Class 32 contains 11062 members 
Mstep: Class 33 contains 66814 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 7569 members 
Mstep: Class 36 contains 14804 members 
Mstep: Class 37 contains 24017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131856.000000 Penalty: 131188.937500
Iteration 192Q: 38 clusters Score -1.571319e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149459 members 
Mstep: Class 2 contains 9119 members 
Mstep: Class 3 contains 10633 members 
Mstep: Class 4 contains 3355 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59457 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 9 contains 16384 members 
Mstep: Class 10 contains 31910 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 18213 members 
Mstep: Class 13 contains 113112 members 
Mstep: Class 14 contains 16682 members 
Mstep: Class 15 contains 343505 members 
Mstep: Class 16 contains 2805 members 
Mstep: Class 17 contains 19029 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3634 members 
Mstep: Class 20 contains 3915 members 
Mstep: Class 21 contains 4132 members 
Mstep: Class 22 contains 289743 members 
Mstep: Class 23 contains 42214 members 
Mstep: Class 24 contains 16430 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13676 members 
Mstep: Class 27 contains 193490 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7300 members 
Mstep: Class 30 contains 41208 members 
Mstep: Class 31 contains 20610 members 
Mstep: Class 32 contains 11063 members 
Mstep: Class 33 contains 66809 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 7569 members 
Mstep: Class 36 contains 14805 members 
Mstep: Class 37 contains 24020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131760.000000 Penalty: 131188.937500
Iteration 193Q: 38 clusters Score -1.571318e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149419 members 
Mstep: Class 2 contains 9117 members 
Mstep: Class 3 contains 10630 members 
Mstep: Class 4 contains 3355 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59449 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 9 contains 16383 members 
Mstep: Class 10 contains 31915 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 18212 members 
Mstep: Class 13 contains 113267 members 
Mstep: Class 14 contains 16679 members 
Mstep: Class 15 contains 343385 members 
Mstep: Class 16 contains 2806 members 
Mstep: Class 17 contains 19032 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3637 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 21 contains 4127 members 
Mstep: Class 22 contains 289746 members 
Mstep: Class 23 contains 42202 members 
Mstep: Class 24 contains 16430 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13676 members 
Mstep: Class 27 contains 193512 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7298 members 
Mstep: Class 30 contains 41205 members 
Mstep: Class 31 contains 20613 members 
Mstep: Class 32 contains 11063 members 
Mstep: Class 33 contains 66809 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 7570 members 
Mstep: Class 36 contains 14806 members 
Mstep: Class 37 contains 24021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131920.000000 Penalty: 131188.937500
Iteration 194Q: 38 clusters Score -1.571319e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149375 members 
Mstep: Class 2 contains 9117 members 
Mstep: Class 3 contains 10626 members 
Mstep: Class 4 contains 3355 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59429 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 9 contains 16385 members 
Mstep: Class 10 contains 31914 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 18212 members 
Mstep: Class 13 contains 113441 members 
Mstep: Class 14 contains 16678 members 
Mstep: Class 15 contains 343245 members 
Mstep: Class 16 contains 2806 members 
Mstep: Class 17 contains 19035 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3642 members 
Mstep: Class 20 contains 3921 members 
Mstep: Class 21 contains 4124 members 
Mstep: Class 22 contains 289742 members 
Mstep: Class 23 contains 42196 members 
Mstep: Class 24 contains 16430 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13674 members 
Mstep: Class 27 contains 193561 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7294 members 
Mstep: Class 30 contains 41201 members 
Mstep: Class 31 contains 20613 members 
Mstep: Class 32 contains 11064 members 
Mstep: Class 33 contains 66803 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 7570 members 
Mstep: Class 36 contains 14807 members 
Mstep: Class 37 contains 24023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131968.000000 Penalty: 131188.937500
Iteration 195Q: 38 clusters Score -1.57132e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149328 members 
Mstep: Class 2 contains 9116 members 
Mstep: Class 3 contains 10624 members 
Mstep: Class 4 contains 3355 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59413 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35434 members 
Mstep: Class 9 contains 16384 members 
Mstep: Class 10 contains 31913 members 
Mstep: Class 11 contains 6340 members 
Mstep: Class 12 contains 18212 members 
Mstep: Class 13 contains 113618 members 
Mstep: Class 14 contains 16671 members 
Mstep: Class 15 contains 343122 members 
Mstep: Class 16 contains 2806 members 
Mstep: Class 17 contains 19035 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3650 members 
Mstep: Class 20 contains 3920 members 
Mstep: Class 21 contains 4124 members 
Mstep: Class 22 contains 289738 members 
Mstep: Class 23 contains 42186 members 
Mstep: Class 24 contains 16430 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13674 members 
Mstep: Class 27 contains 193590 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7293 members 
Mstep: Class 30 contains 41200 members 
Mstep: Class 31 contains 20612 members 
Mstep: Class 32 contains 11066 members 
Mstep: Class 33 contains 66803 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 7571 members 
Mstep: Class 36 contains 14806 members 
Mstep: Class 37 contains 24025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132128.000000 Penalty: 131188.937500
Iteration 196Q: 38 clusters Score -1.571321e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149275 members 
Mstep: Class 2 contains 9114 members 
Mstep: Class 3 contains 10623 members 
Mstep: Class 4 contains 3355 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59403 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35434 members 
Mstep: Class 9 contains 16387 members 
Mstep: Class 10 contains 31915 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 18212 members 
Mstep: Class 13 contains 113797 members 
Mstep: Class 14 contains 16666 members 
Mstep: Class 15 contains 343014 members 
Mstep: Class 16 contains 2805 members 
Mstep: Class 17 contains 19037 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3653 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 21 contains 4121 members 
Mstep: Class 22 contains 289729 members 
Mstep: Class 23 contains 42173 members 
Mstep: Class 24 contains 16430 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13674 members 
Mstep: Class 27 contains 193615 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7294 members 
Mstep: Class 30 contains 41195 members 
Mstep: Class 31 contains 20613 members 
Mstep: Class 32 contains 11067 members 
Mstep: Class 33 contains 66795 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 7570 members 
Mstep: Class 36 contains 14806 members 
Mstep: Class 37 contains 24028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132208.000000 Penalty: 131188.937500
Iteration 197Q: 38 clusters Score -1.571322e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149214 members 
Mstep: Class 2 contains 9115 members 
Mstep: Class 3 contains 10621 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59402 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35433 members 
Mstep: Class 9 contains 16384 members 
Mstep: Class 10 contains 31914 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 18211 members 
Mstep: Class 13 contains 113949 members 
Mstep: Class 14 contains 16664 members 
Mstep: Class 15 contains 342935 members 
Mstep: Class 16 contains 2806 members 
Mstep: Class 17 contains 19040 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3659 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 21 contains 4120 members 
Mstep: Class 22 contains 289720 members 
Mstep: Class 23 contains 42163 members 
Mstep: Class 24 contains 16429 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13675 members 
Mstep: Class 27 contains 193627 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7293 members 
Mstep: Class 30 contains 41193 members 
Mstep: Class 31 contains 20615 members 
Mstep: Class 32 contains 11067 members 
Mstep: Class 33 contains 66783 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 7569 members 
Mstep: Class 36 contains 14808 members 
Mstep: Class 37 contains 24037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132320.000000 Penalty: 131188.937500
Iteration 198Q: 38 clusters Score -1.571323e+08 nChanged 612
Entering ConstructFrom: 
Score: -157132320.000000 Penalty: 131188.937500
Entering ConstructFrom: 
Trying to split cluster 1 (149138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149138 members 
Entering Unmasked Estep 
Score: -15035911.000000 Penalty: 2954.331543
	Iteration 0F: 2 clusters Score -1.503591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -14936199.000000 Penalty: 5908.663086
	Iteration 0F: 3 clusters Score -1.49362e+07 nChanged 71280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 68250 members 
Entering Unmasked Estep 
Score: -14977634.000000 Penalty: 5908.663086
	Iteration 1F: 3 clusters Score -1.497763e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84474 members 
Mstep: Class 2 contains 64664 members 
Entering Unmasked Estep 
Score: -14979119.000000 Penalty: 5908.663086
	Iteration 2Q: 3 clusters Score -1.497912e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -14981854.000000 Penalty: 5908.663086
	Iteration 3Q: 3 clusters Score -1.498185e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -14986575.000000 Penalty: 5908.663086
	Iteration 4F: 3 clusters Score -1.498658e+07 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109665 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -14995398.000000 Penalty: 5908.663086
	Iteration 5F: 3 clusters Score -1.49954e+07 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123153 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -15007996.000000 Penalty: 5908.663086
	Iteration 6F: 3 clusters Score -1.5008e+07 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135402 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -15020155.000000 Penalty: 5908.663086
	Iteration 7F: 3 clusters Score -1.502016e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143289 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -15028062.000000 Penalty: 5908.663086
	Iteration 8F: 3 clusters Score -1.502806e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146859 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -15031385.000000 Penalty: 5908.663086
	Iteration 9Q: 3 clusters Score -1.503138e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148190 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -15032512.000000 Penalty: 5908.663086
	Iteration 10Q: 3 clusters Score -1.503251e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148622 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -15032945.000000 Penalty: 5908.663086
	Iteration 11Q: 3 clusters Score -1.503294e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148750 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -15033101.000000 Penalty: 5908.663086
	Iteration 12Q: 3 clusters Score -1.50331e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148794 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -15033166.000000 Penalty: 5908.663086
	Iteration 13Q: 3 clusters Score -1.503317e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148816 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -15033217.000000 Penalty: 5908.663086
	Iteration 14Q: 3 clusters Score -1.503322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148833 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -15033257.000000 Penalty: 5908.663086
	Iteration 15Q: 3 clusters Score -1.503326e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148843 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15033271.000000 Penalty: 5908.663086
	Iteration 16Q: 3 clusters Score -1.503327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148852 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -15033293.000000 Penalty: 5908.663086
	Iteration 17Q: 3 clusters Score -1.503329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148857 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15033295.000000 Penalty: 5908.663086
	Iteration 18Q: 3 clusters Score -1.50333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148860 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -15033313.000000 Penalty: 5908.663086
	Iteration 19Q: 3 clusters Score -1.503331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148857 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15033309.000000 Penalty: 5908.663086
	Iteration 20F: 3 clusters Score -1.503331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148856 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -15033312.000000 Penalty: 5908.663086
	Iteration 21Q: 3 clusters Score -1.503331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148855 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -15033310.000000 Penalty: 5908.663086
	Iteration 22Q: 3 clusters Score -1.503331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148856 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -15033313.000000 Penalty: 5908.663086
	Iteration 23Q: 3 clusters Score -1.503331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148860 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -15033315.000000 Penalty: 5908.663086
	Iteration 24Q: 3 clusters Score -1.503332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148859 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -15033316.000000 Penalty: 5908.663086
	Iteration 25Q: 3 clusters Score -1.503332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148859 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -15033316.000000 Penalty: 5908.663086
	Iteration 26F: 3 clusters Score -1.503332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Entering Unmasked Estep 
Score: -912106.312500 Penalty: 2261.265381
	Iteration 0F: 2 clusters Score -912106.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -905083.437500 Penalty: 4522.530762
	Iteration 0F: 3 clusters Score -905083.4 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -906968.312500 Penalty: 4522.530762
	Iteration 1F: 3 clusters Score -906968.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -907230.062500 Penalty: 4522.530762
	Iteration 2F: 3 clusters Score -907230.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -907435.937500 Penalty: 4522.530762
	Iteration 3Q: 3 clusters Score -907435.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -907624.625000 Penalty: 4522.530762
	Iteration 4Q: 3 clusters Score -907624.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -907783.375000 Penalty: 4522.530762
	Iteration 5Q: 3 clusters Score -907783.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -907916.000000 Penalty: 4522.530762
	Iteration 6Q: 3 clusters Score -907916 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -908070.250000 Penalty: 4522.530762
	Iteration 7Q: 3 clusters Score -908070.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -908242.437500 Penalty: 4522.530762
	Iteration 8Q: 3 clusters Score -908242.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -908452.562500 Penalty: 4522.530762
	Iteration 9Q: 3 clusters Score -908452.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -908697.375000 Penalty: 4522.530762
	Iteration 10Q: 3 clusters Score -908697.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -908949.125000 Penalty: 4522.530762
	Iteration 11Q: 3 clusters Score -908949.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -909188.437500 Penalty: 4522.530762
	Iteration 12Q: 3 clusters Score -909188.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -909402.875000 Penalty: 4522.530762
	Iteration 13Q: 3 clusters Score -909402.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -909578.625000 Penalty: 4522.530762
	Iteration 14Q: 3 clusters Score -909578.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -909722.437500 Penalty: 4522.530762
	Iteration 15Q: 3 clusters Score -909722.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -909841.750000 Penalty: 4522.530762
	Iteration 16Q: 3 clusters Score -909841.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -909944.625000 Penalty: 4522.530762
	Iteration 17Q: 3 clusters Score -909944.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -910025.875000 Penalty: 4522.530762
	Iteration 18Q: 3 clusters Score -910025.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -910089.312500 Penalty: 4522.530762
	Iteration 19Q: 3 clusters Score -910089.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -910127.562500 Penalty: 4522.530762
	Iteration 20F: 3 clusters Score -910127.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -910161.375000 Penalty: 4522.530762
	Iteration 21Q: 3 clusters Score -910161.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -910192.000000 Penalty: 4522.530762
	Iteration 22Q: 3 clusters Score -910192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -910209.062500 Penalty: 4522.530762
	Iteration 23Q: 3 clusters Score -910209.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -910224.062500 Penalty: 4522.530762
	Iteration 24Q: 3 clusters Score -910224.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -910236.812500 Penalty: 4522.530762
	Iteration 25Q: 3 clusters Score -910236.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -910244.562500 Penalty: 4522.530762
	Iteration 26Q: 3 clusters Score -910244.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -910251.500000 Penalty: 4522.530762
	Iteration 27Q: 3 clusters Score -910251.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -910259.250000 Penalty: 4522.530762
	Iteration 28Q: 3 clusters Score -910259.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -910263.625000 Penalty: 4522.530762
	Iteration 29Q: 3 clusters Score -910263.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -910265.812500 Penalty: 4522.530762
	Iteration 30Q: 3 clusters Score -910265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -910266.500000 Penalty: 4522.530762
	Iteration 31Q: 3 clusters Score -910266.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -910270.000000 Penalty: 4522.530762
	Iteration 32Q: 3 clusters Score -910270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -910274.125000 Penalty: 4522.530762
	Iteration 33Q: 3 clusters Score -910274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -910279.375000 Penalty: 4522.530762
	Iteration 34Q: 3 clusters Score -910279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -910281.437500 Penalty: 4522.530762
	Iteration 35Q: 3 clusters Score -910281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -910284.875000 Penalty: 4522.530762
	Iteration 36Q: 3 clusters Score -910284.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -910285.187500 Penalty: 4522.530762
	Iteration 37Q: 3 clusters Score -910285.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -910285.625000 Penalty: 4522.530762
	Iteration 38Q: 3 clusters Score -910285.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -910285.625000 Penalty: 4522.530762
	Iteration 39F: 3 clusters Score -910285.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Entering Unmasked Estep 
Score: -1022491.375000 Penalty: 2299.012695
	Iteration 0F: 2 clusters Score -1022491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1014354.000000 Penalty: 4598.025391
	Iteration 0F: 3 clusters Score -1014354 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1016801.187500 Penalty: 4598.025391
	Iteration 1F: 3 clusters Score -1016801 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1017139.625000 Penalty: 4598.025391
	Iteration 2F: 3 clusters Score -1017140 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1017429.125000 Penalty: 4598.025391
	Iteration 3F: 3 clusters Score -1017429 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1017714.500000 Penalty: 4598.025391
	Iteration 4Q: 3 clusters Score -1017714 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1017989.812500 Penalty: 4598.025391
	Iteration 5Q: 3 clusters Score -1017990 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1018252.187500 Penalty: 4598.025391
	Iteration 6Q: 3 clusters Score -1018252 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1018508.125000 Penalty: 4598.025391
	Iteration 7Q: 3 clusters Score -1018508 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1018742.562500 Penalty: 4598.025391
	Iteration 8Q: 3 clusters Score -1018743 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1018951.000000 Penalty: 4598.025391
	Iteration 9Q: 3 clusters Score -1018951 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1019103.812500 Penalty: 4598.025391
	Iteration 10Q: 3 clusters Score -1019104 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1019209.500000 Penalty: 4598.025391
	Iteration 11Q: 3 clusters Score -1019210 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1019284.562500 Penalty: 4598.025391
	Iteration 12Q: 3 clusters Score -1019285 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1019336.812500 Penalty: 4598.025391
	Iteration 13Q: 3 clusters Score -1019337 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1019386.125000 Penalty: 4598.025391
	Iteration 14Q: 3 clusters Score -1019386 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1019425.250000 Penalty: 4598.025391
	Iteration 15Q: 3 clusters Score -1019425 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1019451.937500 Penalty: 4598.025391
	Iteration 16Q: 3 clusters Score -1019452 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1019471.937500 Penalty: 4598.025391
	Iteration 17Q: 3 clusters Score -1019472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1019491.250000 Penalty: 4598.025391
	Iteration 18Q: 3 clusters Score -1019491 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1019509.812500 Penalty: 4598.025391
	Iteration 19Q: 3 clusters Score -1019510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1019526.750000 Penalty: 4598.025391
	Iteration 20F: 3 clusters Score -1019527 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1019545.812500 Penalty: 4598.025391
	Iteration 21Q: 3 clusters Score -1019546 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1019558.312500 Penalty: 4598.025391
	Iteration 22Q: 3 clusters Score -1019558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1019573.625000 Penalty: 4598.025391
	Iteration 23Q: 3 clusters Score -1019574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1019586.437500 Penalty: 4598.025391
	Iteration 24Q: 3 clusters Score -1019586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1019595.500000 Penalty: 4598.025391
	Iteration 25Q: 3 clusters Score -1019596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1019612.625000 Penalty: 4598.025391
	Iteration 26Q: 3 clusters Score -1019613 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1019632.812500 Penalty: 4598.025391
	Iteration 27Q: 3 clusters Score -1019633 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1019650.125000 Penalty: 4598.025391
	Iteration 28Q: 3 clusters Score -1019650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1019661.937500 Penalty: 4598.025391
	Iteration 29Q: 3 clusters Score -1019662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1019672.312500 Penalty: 4598.025391
	Iteration 30Q: 3 clusters Score -1019672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1019680.125000 Penalty: 4598.025391
	Iteration 31Q: 3 clusters Score -1019680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1019683.250000 Penalty: 4598.025391
	Iteration 32Q: 3 clusters Score -1019683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1019691.875000 Penalty: 4598.025391
	Iteration 33Q: 3 clusters Score -1019692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1019704.187500 Penalty: 4598.025391
	Iteration 34Q: 3 clusters Score -1019704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1019706.187500 Penalty: 4598.025391
	Iteration 35Q: 3 clusters Score -1019706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1019709.937500 Penalty: 4598.025391
	Iteration 36Q: 3 clusters Score -1019710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1019716.437500 Penalty: 4598.025391
	Iteration 37Q: 3 clusters Score -1019716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1019724.500000 Penalty: 4598.025391
	Iteration 38Q: 3 clusters Score -1019724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1019730.375000 Penalty: 4598.025391
	Iteration 39Q: 3 clusters Score -1019730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1019735.312500 Penalty: 4598.025391
	Iteration 40F: 3 clusters Score -1019735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1019743.687500 Penalty: 4598.025391
	Iteration 41Q: 3 clusters Score -1019744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1019745.062500 Penalty: 4598.025391
	Iteration 42Q: 3 clusters Score -1019745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1019751.625000 Penalty: 4598.025391
	Iteration 43Q: 3 clusters Score -1019752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1019755.687500 Penalty: 4598.025391
	Iteration 44Q: 3 clusters Score -1019756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1019758.562500 Penalty: 4598.025391
	Iteration 45Q: 3 clusters Score -1019759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1019764.187500 Penalty: 4598.025391
	Iteration 46Q: 3 clusters Score -1019764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1019767.875000 Penalty: 4598.025391
	Iteration 47Q: 3 clusters Score -1019768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1019772.500000 Penalty: 4598.025391
	Iteration 48Q: 3 clusters Score -1019772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1019775.437500 Penalty: 4598.025391
	Iteration 49Q: 3 clusters Score -1019775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1019777.812500 Penalty: 4598.025391
	Iteration 50Q: 3 clusters Score -1019778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1019783.062500 Penalty: 4598.025391
	Iteration 51Q: 3 clusters Score -1019783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1019792.187500 Penalty: 4598.025391
	Iteration 52Q: 3 clusters Score -1019792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1019800.125000 Penalty: 4598.025391
	Iteration 53Q: 3 clusters Score -1019800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1019808.750000 Penalty: 4598.025391
	Iteration 54Q: 3 clusters Score -1019809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1019819.000000 Penalty: 4598.025391
	Iteration 55Q: 3 clusters Score -1019819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1019832.562500 Penalty: 4598.025391
	Iteration 56Q: 3 clusters Score -1019833 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1019842.375000 Penalty: 4598.025391
	Iteration 57Q: 3 clusters Score -1019842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1019856.875000 Penalty: 4598.025391
	Iteration 58Q: 3 clusters Score -1019857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1019867.062500 Penalty: 4598.025391
	Iteration 59Q: 3 clusters Score -1019867 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1019875.937500 Penalty: 4598.025391
	Iteration 60F: 3 clusters Score -1019876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1019886.437500 Penalty: 4598.025391
	Iteration 61Q: 3 clusters Score -1019886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1019894.937500 Penalty: 4598.025391
	Iteration 62Q: 3 clusters Score -1019895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1019907.375000 Penalty: 4598.025391
	Iteration 63Q: 3 clusters Score -1019907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1019916.937500 Penalty: 4598.025391
	Iteration 64Q: 3 clusters Score -1019917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1019920.625000 Penalty: 4598.025391
	Iteration 65Q: 3 clusters Score -1019921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1019927.250000 Penalty: 4598.025391
	Iteration 66Q: 3 clusters Score -1019927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1019935.625000 Penalty: 4598.025391
	Iteration 67Q: 3 clusters Score -1019936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1019938.500000 Penalty: 4598.025391
	Iteration 68Q: 3 clusters Score -1019938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1019945.125000 Penalty: 4598.025391
	Iteration 69Q: 3 clusters Score -1019945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1019943.187500 Penalty: 4598.025391
	Iteration 70Q: 3 clusters Score -1019943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1019948.750000 Penalty: 4598.025391
	Iteration 71Q: 3 clusters Score -1019949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1019952.250000 Penalty: 4598.025391
	Iteration 72Q: 3 clusters Score -1019952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1019953.062500 Penalty: 4598.025391
	Iteration 73Q: 3 clusters Score -1019953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1019955.062500 Penalty: 4598.025391
	Iteration 74Q: 3 clusters Score -1019955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1019960.750000 Penalty: 4598.025391
	Iteration 75Q: 3 clusters Score -1019961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1019960.625000 Penalty: 4598.025391
	Iteration 76Q: 3 clusters Score -1019961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1019963.375000 Penalty: 4598.025391
	Iteration 77Q: 3 clusters Score -1019963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1019966.312500 Penalty: 4598.025391
	Iteration 78Q: 3 clusters Score -1019966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1019968.875000 Penalty: 4598.025391
	Iteration 79Q: 3 clusters Score -1019969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1019971.250000 Penalty: 4598.025391
	Iteration 80F: 3 clusters Score -1019971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1019975.437500 Penalty: 4598.025391
	Iteration 81Q: 3 clusters Score -1019975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1019978.562500 Penalty: 4598.025391
	Iteration 82Q: 3 clusters Score -1019979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1019984.562500 Penalty: 4598.025391
	Iteration 83Q: 3 clusters Score -1019985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1019987.687500 Penalty: 4598.025391
	Iteration 84Q: 3 clusters Score -1019988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1019992.437500 Penalty: 4598.025391
	Iteration 85Q: 3 clusters Score -1019992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1019995.125000 Penalty: 4598.025391
	Iteration 86Q: 3 clusters Score -1019995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1020002.687500 Penalty: 4598.025391
	Iteration 87Q: 3 clusters Score -1020003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1020007.250000 Penalty: 4598.025391
	Iteration 88Q: 3 clusters Score -1020007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1020009.250000 Penalty: 4598.025391
	Iteration 89Q: 3 clusters Score -1020009 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1020016.500000 Penalty: 4598.025391
	Iteration 90Q: 3 clusters Score -1020016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1020020.125000 Penalty: 4598.025391
	Iteration 91Q: 3 clusters Score -1020020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1020024.000000 Penalty: 4598.025391
	Iteration 92Q: 3 clusters Score -1020024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1020024.937500 Penalty: 4598.025391
	Iteration 93Q: 3 clusters Score -1020025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1020024.687500 Penalty: 4598.025391
	Iteration 94Q: 3 clusters Score -1020025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1020025.687500 Penalty: 4598.025391
	Iteration 95Q: 3 clusters Score -1020026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1020026.875000 Penalty: 4598.025391
	Iteration 96Q: 3 clusters Score -1020027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1020027.000000 Penalty: 4598.025391
	Iteration 97Q: 3 clusters Score -1020027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1020027.750000 Penalty: 4598.025391
	Iteration 98Q: 3 clusters Score -1020028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1020027.875000 Penalty: 4598.025391
	Iteration 99Q: 3 clusters Score -1020028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1020026.562500 Penalty: 4598.025391
	Iteration 100F: 3 clusters Score -1020027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Entering Unmasked Estep 
Score: -316799.968750 Penalty: 2013.241333
	Iteration 0F: 2 clusters Score -316800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -313321.000000 Penalty: 4026.482666
	Iteration 0F: 3 clusters Score -313321 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -314125.812500 Penalty: 4026.482666
	Iteration 1F: 3 clusters Score -314125.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -314329.687500 Penalty: 4026.482666
	Iteration 2F: 3 clusters Score -314329.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -314505.406250 Penalty: 4026.482666
	Iteration 3F: 3 clusters Score -314505.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -314640.500000 Penalty: 4026.482666
	Iteration 4Q: 3 clusters Score -314640.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -314772.250000 Penalty: 4026.482666
	Iteration 5Q: 3 clusters Score -314772.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -314902.250000 Penalty: 4026.482666
	Iteration 6Q: 3 clusters Score -314902.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -315001.593750 Penalty: 4026.482666
	Iteration 7Q: 3 clusters Score -315001.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -315063.312500 Penalty: 4026.482666
	Iteration 8Q: 3 clusters Score -315063.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -315122.656250 Penalty: 4026.482666
	Iteration 9Q: 3 clusters Score -315122.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -315172.843750 Penalty: 4026.482666
	Iteration 10Q: 3 clusters Score -315172.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -315217.468750 Penalty: 4026.482666
	Iteration 11Q: 3 clusters Score -315217.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -315250.843750 Penalty: 4026.482666
	Iteration 12Q: 3 clusters Score -315250.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -315269.562500 Penalty: 4026.482666
	Iteration 13Q: 3 clusters Score -315269.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -315288.156250 Penalty: 4026.482666
	Iteration 14Q: 3 clusters Score -315288.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -315301.031250 Penalty: 4026.482666
	Iteration 15Q: 3 clusters Score -315301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -315313.968750 Penalty: 4026.482666
	Iteration 16Q: 3 clusters Score -315314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -315322.218750 Penalty: 4026.482666
	Iteration 17Q: 3 clusters Score -315322.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -315327.843750 Penalty: 4026.482666
	Iteration 18Q: 3 clusters Score -315327.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -315334.062500 Penalty: 4026.482666
	Iteration 19Q: 3 clusters Score -315334.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -315340.375000 Penalty: 4026.482666
	Iteration 20F: 3 clusters Score -315340.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -315349.031250 Penalty: 4026.482666
	Iteration 21Q: 3 clusters Score -315349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -315355.781250 Penalty: 4026.482666
	Iteration 22Q: 3 clusters Score -315355.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -315360.093750 Penalty: 4026.482666
	Iteration 23Q: 3 clusters Score -315360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -315363.937500 Penalty: 4026.482666
	Iteration 24Q: 3 clusters Score -315363.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -315374.125000 Penalty: 4026.482666
	Iteration 25Q: 3 clusters Score -315374.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -315379.562500 Penalty: 4026.482666
	Iteration 26Q: 3 clusters Score -315379.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -315383.531250 Penalty: 4026.482666
	Iteration 27Q: 3 clusters Score -315383.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -315387.750000 Penalty: 4026.482666
	Iteration 28Q: 3 clusters Score -315387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -315391.187500 Penalty: 4026.482666
	Iteration 29Q: 3 clusters Score -315391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -315394.125000 Penalty: 4026.482666
	Iteration 30Q: 3 clusters Score -315394.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -315395.656250 Penalty: 4026.482666
	Iteration 31Q: 3 clusters Score -315395.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -315397.312500 Penalty: 4026.482666
	Iteration 32Q: 3 clusters Score -315397.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -315399.312500 Penalty: 4026.482666
	Iteration 33Q: 3 clusters Score -315399.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -315402.625000 Penalty: 4026.482666
	Iteration 34Q: 3 clusters Score -315402.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -315404.062500 Penalty: 4026.482666
	Iteration 35Q: 3 clusters Score -315404.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -315405.406250 Penalty: 4026.482666
	Iteration 36Q: 3 clusters Score -315405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -315405.843750 Penalty: 4026.482666
	Iteration 37Q: 3 clusters Score -315405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -315406.093750 Penalty: 4026.482666
	Iteration 38Q: 3 clusters Score -315406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -315406.625000 Penalty: 4026.482666
	Iteration 39Q: 3 clusters Score -315406.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -315406.625000 Penalty: 4026.482666
	Iteration 40F: 3 clusters Score -315406.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Entering Unmasked Estep 
Score: -426233.406250 Penalty: 2115.467041
	Iteration 0F: 2 clusters Score -426233.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -421695.875000 Penalty: 4230.934082
	Iteration 0F: 3 clusters Score -421695.9 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -423109.062500 Penalty: 4230.934082
	Iteration 1F: 3 clusters Score -423109.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -423523.218750 Penalty: 4230.934082
	Iteration 2F: 3 clusters Score -423523.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -423846.343750 Penalty: 4230.934082
	Iteration 3F: 3 clusters Score -423846.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -424097.531250 Penalty: 4230.934082
	Iteration 4F: 3 clusters Score -424097.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -424299.343750 Penalty: 4230.934082
	Iteration 5Q: 3 clusters Score -424299.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -424472.312500 Penalty: 4230.934082
	Iteration 6Q: 3 clusters Score -424472.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -424580.687500 Penalty: 4230.934082
	Iteration 7Q: 3 clusters Score -424580.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -424654.906250 Penalty: 4230.934082
	Iteration 8Q: 3 clusters Score -424654.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -424709.750000 Penalty: 4230.934082
	Iteration 9Q: 3 clusters Score -424709.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -424763.937500 Penalty: 4230.934082
	Iteration 10Q: 3 clusters Score -424763.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -424811.937500 Penalty: 4230.934082
	Iteration 11Q: 3 clusters Score -424811.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -424846.437500 Penalty: 4230.934082
	Iteration 12Q: 3 clusters Score -424846.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -424875.062500 Penalty: 4230.934082
	Iteration 13Q: 3 clusters Score -424875.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -424908.843750 Penalty: 4230.934082
	Iteration 14Q: 3 clusters Score -424908.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -424935.000000 Penalty: 4230.934082
	Iteration 15Q: 3 clusters Score -424935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -424955.593750 Penalty: 4230.934082
	Iteration 16Q: 3 clusters Score -424955.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -424970.750000 Penalty: 4230.934082
	Iteration 17Q: 3 clusters Score -424970.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -424979.781250 Penalty: 4230.934082
	Iteration 18Q: 3 clusters Score -424979.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -424986.312500 Penalty: 4230.934082
	Iteration 19Q: 3 clusters Score -424986.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -424991.500000 Penalty: 4230.934082
	Iteration 20F: 3 clusters Score -424991.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -424995.625000 Penalty: 4230.934082
	Iteration 21Q: 3 clusters Score -424995.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -425000.906250 Penalty: 4230.934082
	Iteration 22Q: 3 clusters Score -425000.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -425005.906250 Penalty: 4230.934082
	Iteration 23Q: 3 clusters Score -425005.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -425013.312500 Penalty: 4230.934082
	Iteration 24Q: 3 clusters Score -425013.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -425020.500000 Penalty: 4230.934082
	Iteration 25Q: 3 clusters Score -425020.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -425025.468750 Penalty: 4230.934082
	Iteration 26Q: 3 clusters Score -425025.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -425028.656250 Penalty: 4230.934082
	Iteration 27Q: 3 clusters Score -425028.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -425033.218750 Penalty: 4230.934082
	Iteration 28Q: 3 clusters Score -425033.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -425034.468750 Penalty: 4230.934082
	Iteration 29Q: 3 clusters Score -425034.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -425038.875000 Penalty: 4230.934082
	Iteration 30Q: 3 clusters Score -425038.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -425041.843750 Penalty: 4230.934082
	Iteration 31Q: 3 clusters Score -425041.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -425043.625000 Penalty: 4230.934082
	Iteration 32Q: 3 clusters Score -425043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -425043.625000 Penalty: 4230.934082
	Iteration 33Q: 3 clusters Score -425043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -425043.718750 Penalty: 4230.934082
	Iteration 34Q: 3 clusters Score -425043.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -425044.656250 Penalty: 4230.934082
	Iteration 35Q: 3 clusters Score -425044.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -425044.656250 Penalty: 4230.934082
	Iteration 36F: 3 clusters Score -425044.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (59403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Entering Unmasked Estep 
Score: -5984093.000000 Penalty: 2726.040771
	Iteration 0F: 2 clusters Score -5984093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -5944146.500000 Penalty: 5452.081543
	Iteration 0F: 3 clusters Score -5944146 nChanged 27627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -5959835.000000 Penalty: 5452.081543
	Iteration 1F: 3 clusters Score -5959835 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -5960776.500000 Penalty: 5452.081543
	Iteration 2Q: 3 clusters Score -5960776 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -5962108.500000 Penalty: 5452.081543
	Iteration 3F: 3 clusters Score -5962108 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -5964256.500000 Penalty: 5452.081543
	Iteration 4F: 3 clusters Score -5964256 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -5967501.000000 Penalty: 5452.081543
	Iteration 5F: 3 clusters Score -5967501 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -5971598.000000 Penalty: 5452.081543
	Iteration 6F: 3 clusters Score -5971598 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -5975636.500000 Penalty: 5452.081543
	Iteration 7F: 3 clusters Score -5975636 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -5978516.500000 Penalty: 5452.081543
	Iteration 8F: 3 clusters Score -5978516 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -5980233.500000 Penalty: 5452.081543
	Iteration 9Q: 3 clusters Score -5980234 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
Score: -5981097.000000 Penalty: 5452.081543
	Iteration 10Q: 3 clusters Score -5981097 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -5981614.500000 Penalty: 5452.081543
	Iteration 11Q: 3 clusters Score -5981614 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 56500 members 
Entering Unmasked Estep 
Score: -5981924.000000 Penalty: 5452.081543
	Iteration 12Q: 3 clusters Score -5981924 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -5982107.500000 Penalty: 5452.081543
	Iteration 13Q: 3 clusters Score -5982108 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -5982199.500000 Penalty: 5452.081543
	Iteration 14Q: 3 clusters Score -5982200 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -5982251.000000 Penalty: 5452.081543
	Iteration 15Q: 3 clusters Score -5982251 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -5982294.500000 Penalty: 5452.081543
	Iteration 16Q: 3 clusters Score -5982294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -5982311.500000 Penalty: 5452.081543
	Iteration 17Q: 3 clusters Score -5982312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -5982321.000000 Penalty: 5452.081543
	Iteration 18Q: 3 clusters Score -5982321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -5982338.000000 Penalty: 5452.081543
	Iteration 19Q: 3 clusters Score -5982338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -5982357.000000 Penalty: 5452.081543
	Iteration 20F: 3 clusters Score -5982357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -5982363.000000 Penalty: 5452.081543
	Iteration 21Q: 3 clusters Score -5982363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -5982359.500000 Penalty: 5452.081543
	Iteration 22Q: 3 clusters Score -5982360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -5982357.000000 Penalty: 5452.081543
	Iteration 23Q: 3 clusters Score -5982357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 56507 members 
Entering Unmasked Estep 
Score: -5982364.000000 Penalty: 5452.081543
	Iteration 24Q: 3 clusters Score -5982364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 56507 members 
Entering Unmasked Estep 
Score: -5982358.500000 Penalty: 5452.081543
	Iteration 25Q: 3 clusters Score -5982358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -5982359.000000 Penalty: 5452.081543
	Iteration 26Q: 3 clusters Score -5982359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -5982363.000000 Penalty: 5452.081543
	Iteration 27Q: 3 clusters Score -5982363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -5982359.000000 Penalty: 5452.081543
	Iteration 28Q: 3 clusters Score -5982359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -5982361.500000 Penalty: 5452.081543
	Iteration 29Q: 3 clusters Score -5982362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -5982365.500000 Penalty: 5452.081543
	Iteration 30Q: 3 clusters Score -5982366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -5982365.500000 Penalty: 5452.081543
	Iteration 31Q: 3 clusters Score -5982366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -5982375.500000 Penalty: 5452.081543
	Iteration 32Q: 3 clusters Score -5982376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -5982369.500000 Penalty: 5452.081543
	Iteration 33Q: 3 clusters Score -5982370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -5982374.500000 Penalty: 5452.081543
	Iteration 34Q: 3 clusters Score -5982374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -5982376.000000 Penalty: 5452.081543
	Iteration 35Q: 3 clusters Score -5982376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -5982378.000000 Penalty: 5452.081543
	Iteration 36Q: 3 clusters Score -5982378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -5982381.500000 Penalty: 5452.081543
	Iteration 37Q: 3 clusters Score -5982382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -5982377.000000 Penalty: 5452.081543
	Iteration 38Q: 3 clusters Score -5982377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -5982375.000000 Penalty: 5452.081543
	Iteration 39Q: 3 clusters Score -5982375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -5982367.000000 Penalty: 5452.081543
	Iteration 40F: 3 clusters Score -5982367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -5982366.000000 Penalty: 5452.081543
	Iteration 41Q: 3 clusters Score -5982366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -5982365.000000 Penalty: 5452.081543
	Iteration 42Q: 3 clusters Score -5982365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -5982365.000000 Penalty: 5452.081543
	Iteration 43Q: 3 clusters Score -5982365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -5982376.000000 Penalty: 5452.081543
	Iteration 44Q: 3 clusters Score -5982376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -5982372.000000 Penalty: 5452.081543
	Iteration 45Q: 3 clusters Score -5982372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -5982372.000000 Penalty: 5452.081543
	Iteration 46F: 3 clusters Score -5982372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -162772.296875 Penalty: 1845.010742
	Iteration 0F: 2 clusters Score -162772.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -160344.968750 Penalty: 3690.021484
	Iteration 0F: 3 clusters Score -160345 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -160769.578125 Penalty: 3690.021484
	Iteration 1F: 3 clusters Score -160769.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -160917.046875 Penalty: 3690.021484
	Iteration 2F: 3 clusters Score -160917 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -161026.828125 Penalty: 3690.021484
	Iteration 3F: 3 clusters Score -161026.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -161116.843750 Penalty: 3690.021484
	Iteration 4Q: 3 clusters Score -161116.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -161194.031250 Penalty: 3690.021484
	Iteration 5Q: 3 clusters Score -161194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -161268.687500 Penalty: 3690.021484
	Iteration 6Q: 3 clusters Score -161268.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -161333.875000 Penalty: 3690.021484
	Iteration 7Q: 3 clusters Score -161333.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -161380.609375 Penalty: 3690.021484
	Iteration 8Q: 3 clusters Score -161380.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -161428.937500 Penalty: 3690.021484
	Iteration 9Q: 3 clusters Score -161428.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -161469.687500 Penalty: 3690.021484
	Iteration 10Q: 3 clusters Score -161469.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -161504.453125 Penalty: 3690.021484
	Iteration 11Q: 3 clusters Score -161504.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -161521.171875 Penalty: 3690.021484
	Iteration 12Q: 3 clusters Score -161521.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -161532.109375 Penalty: 3690.021484
	Iteration 13Q: 3 clusters Score -161532.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -161542.906250 Penalty: 3690.021484
	Iteration 14Q: 3 clusters Score -161542.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -161549.593750 Penalty: 3690.021484
	Iteration 15Q: 3 clusters Score -161549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -161554.390625 Penalty: 3690.021484
	Iteration 16Q: 3 clusters Score -161554.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -161558.406250 Penalty: 3690.021484
	Iteration 17Q: 3 clusters Score -161558.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -161566.906250 Penalty: 3690.021484
	Iteration 18Q: 3 clusters Score -161566.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -161574.578125 Penalty: 3690.021484
	Iteration 19Q: 3 clusters Score -161574.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -161578.078125 Penalty: 3690.021484
	Iteration 20F: 3 clusters Score -161578.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -161585.515625 Penalty: 3690.021484
	Iteration 21Q: 3 clusters Score -161585.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -161593.234375 Penalty: 3690.021484
	Iteration 22Q: 3 clusters Score -161593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -161599.296875 Penalty: 3690.021484
	Iteration 23Q: 3 clusters Score -161599.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -161604.921875 Penalty: 3690.021484
	Iteration 24Q: 3 clusters Score -161604.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -161613.593750 Penalty: 3690.021484
	Iteration 25Q: 3 clusters Score -161613.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -161624.781250 Penalty: 3690.021484
	Iteration 26Q: 3 clusters Score -161624.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -161636.750000 Penalty: 3690.021484
	Iteration 27Q: 3 clusters Score -161636.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -161644.812500 Penalty: 3690.021484
	Iteration 28Q: 3 clusters Score -161644.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -161659.812500 Penalty: 3690.021484
	Iteration 29Q: 3 clusters Score -161659.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -161684.390625 Penalty: 3690.021484
	Iteration 30Q: 3 clusters Score -161684.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -161717.640625 Penalty: 3690.021484
	Iteration 31Q: 3 clusters Score -161717.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -161751.953125 Penalty: 3690.021484
	Iteration 32Q: 3 clusters Score -161752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -161774.468750 Penalty: 3690.021484
	Iteration 33Q: 3 clusters Score -161774.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -161788.453125 Penalty: 3690.021484
	Iteration 34Q: 3 clusters Score -161788.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -161798.484375 Penalty: 3690.021484
	Iteration 35Q: 3 clusters Score -161798.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -161807.562500 Penalty: 3690.021484
	Iteration 36Q: 3 clusters Score -161807.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -161817.593750 Penalty: 3690.021484
	Iteration 37Q: 3 clusters Score -161817.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -161829.703125 Penalty: 3690.021484
	Iteration 38Q: 3 clusters Score -161829.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -161841.671875 Penalty: 3690.021484
	Iteration 39Q: 3 clusters Score -161841.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -161858.703125 Penalty: 3690.021484
	Iteration 40F: 3 clusters Score -161858.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -161872.531250 Penalty: 3690.021484
	Iteration 41Q: 3 clusters Score -161872.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -161897.953125 Penalty: 3690.021484
	Iteration 42Q: 3 clusters Score -161898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161910.015625 Penalty: 3690.021484
	Iteration 43Q: 3 clusters Score -161910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -161925.843750 Penalty: 3690.021484
	Iteration 44Q: 3 clusters Score -161925.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -161949.296875 Penalty: 3690.021484
	Iteration 45Q: 3 clusters Score -161949.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -161979.343750 Penalty: 3690.021484
	Iteration 46Q: 3 clusters Score -161979.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -161993.718750 Penalty: 3690.021484
	Iteration 47Q: 3 clusters Score -161993.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -162012.375000 Penalty: 3690.021484
	Iteration 48Q: 3 clusters Score -162012.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -162028.265625 Penalty: 3690.021484
	Iteration 49Q: 3 clusters Score -162028.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -162035.140625 Penalty: 3690.021484
	Iteration 50Q: 3 clusters Score -162035.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -162042.781250 Penalty: 3690.021484
	Iteration 51Q: 3 clusters Score -162042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -162046.000000 Penalty: 3690.021484
	Iteration 52Q: 3 clusters Score -162046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -162047.781250 Penalty: 3690.021484
	Iteration 53Q: 3 clusters Score -162047.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -162049.078125 Penalty: 3690.021484
	Iteration 54Q: 3 clusters Score -162049.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -162049.078125 Penalty: 3690.021484
	Iteration 55F: 3 clusters Score -162049.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Entering Unmasked Estep 
Score: -3456534.250000 Penalty: 2597.912842
	Iteration 0F: 2 clusters Score -3456534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -3432398.000000 Penalty: 5195.825684
	Iteration 0F: 3 clusters Score -3432398 nChanged 16127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3441244.500000 Penalty: 5195.825684
	Iteration 1F: 3 clusters Score -3441244 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3441757.250000 Penalty: 5195.825684
	Iteration 2Q: 3 clusters Score -3441757 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -3442193.250000 Penalty: 5195.825684
	Iteration 3Q: 3 clusters Score -3442193 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3442596.000000 Penalty: 5195.825684
	Iteration 4Q: 3 clusters Score -3442596 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3442990.250000 Penalty: 5195.825684
	Iteration 5Q: 3 clusters Score -3442990 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3443436.500000 Penalty: 5195.825684
	Iteration 6Q: 3 clusters Score -3443436 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3443961.500000 Penalty: 5195.825684
	Iteration 7Q: 3 clusters Score -3443962 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -3444705.750000 Penalty: 5195.825684
	Iteration 8Q: 3 clusters Score -3444706 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3445786.250000 Penalty: 5195.825684
	Iteration 9Q: 3 clusters Score -3445786 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3447271.500000 Penalty: 5195.825684
	Iteration 10F: 3 clusters Score -3447272 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3449460.250000 Penalty: 5195.825684
	Iteration 11F: 3 clusters Score -3449460 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3451968.500000 Penalty: 5195.825684
	Iteration 12F: 3 clusters Score -3451968 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3453594.250000 Penalty: 5195.825684
	Iteration 13F: 3 clusters Score -3453594 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3454546.000000 Penalty: 5195.825684
	Iteration 14Q: 3 clusters Score -3454546 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -3455097.000000 Penalty: 5195.825684
	Iteration 15Q: 3 clusters Score -3455097 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3455378.000000 Penalty: 5195.825684
	Iteration 16Q: 3 clusters Score -3455378 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3455557.000000 Penalty: 5195.825684
	Iteration 17Q: 3 clusters Score -3455557 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3455682.750000 Penalty: 5195.825684
	Iteration 18Q: 3 clusters Score -3455683 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -3455774.750000 Penalty: 5195.825684
	Iteration 19Q: 3 clusters Score -3455775 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3455836.000000 Penalty: 5195.825684
	Iteration 20F: 3 clusters Score -3455836 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3455875.750000 Penalty: 5195.825684
	Iteration 21Q: 3 clusters Score -3455876 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3455918.750000 Penalty: 5195.825684
	Iteration 22Q: 3 clusters Score -3455919 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3455949.750000 Penalty: 5195.825684
	Iteration 23Q: 3 clusters Score -3455950 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3455984.000000 Penalty: 5195.825684
	Iteration 24Q: 3 clusters Score -3455984 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3455994.750000 Penalty: 5195.825684
	Iteration 25Q: 3 clusters Score -3455995 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3456020.000000 Penalty: 5195.825684
	Iteration 26Q: 3 clusters Score -3456020 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3456034.750000 Penalty: 5195.825684
	Iteration 27Q: 3 clusters Score -3456035 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3456059.500000 Penalty: 5195.825684
	Iteration 28Q: 3 clusters Score -3456060 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3456100.250000 Penalty: 5195.825684
	Iteration 29Q: 3 clusters Score -3456100 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3456144.000000 Penalty: 5195.825684
	Iteration 30Q: 3 clusters Score -3456144 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3456214.250000 Penalty: 5195.825684
	Iteration 31Q: 3 clusters Score -3456214 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3456303.250000 Penalty: 5195.825684
	Iteration 32Q: 3 clusters Score -3456303 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3456386.750000 Penalty: 5195.825684
	Iteration 33Q: 3 clusters Score -3456387 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3456464.500000 Penalty: 5195.825684
	Iteration 34Q: 3 clusters Score -3456464 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3456523.750000 Penalty: 5195.825684
	Iteration 35Q: 3 clusters Score -3456524 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3456581.750000 Penalty: 5195.825684
	Iteration 36Q: 3 clusters Score -3456582 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3456632.500000 Penalty: 5195.825684
	Iteration 37Q: 3 clusters Score -3456632 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3456670.750000 Penalty: 5195.825684
	Iteration 38Q: 3 clusters Score -3456671 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3456718.000000 Penalty: 5195.825684
	Iteration 39Q: 3 clusters Score -3456718 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -3456741.750000 Penalty: 5195.825684
	Iteration 40F: 3 clusters Score -3456742 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3456776.000000 Penalty: 5195.825684
	Iteration 41Q: 3 clusters Score -3456776 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -3456799.750000 Penalty: 5195.825684
	Iteration 42Q: 3 clusters Score -3456800 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3456829.250000 Penalty: 5195.825684
	Iteration 43Q: 3 clusters Score -3456829 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3456858.500000 Penalty: 5195.825684
	Iteration 44Q: 3 clusters Score -3456858 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3456891.750000 Penalty: 5195.825684
	Iteration 45Q: 3 clusters Score -3456892 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3456927.250000 Penalty: 5195.825684
	Iteration 46Q: 3 clusters Score -3456927 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3456981.000000 Penalty: 5195.825684
	Iteration 47Q: 3 clusters Score -3456981 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3457004.500000 Penalty: 5195.825684
	Iteration 48Q: 3 clusters Score -3457004 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3457052.500000 Penalty: 5195.825684
	Iteration 49Q: 3 clusters Score -3457052 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3457088.250000 Penalty: 5195.825684
	Iteration 50Q: 3 clusters Score -3457088 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3457102.500000 Penalty: 5195.825684
	Iteration 51Q: 3 clusters Score -3457102 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3457115.500000 Penalty: 5195.825684
	Iteration 52Q: 3 clusters Score -3457116 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3457163.500000 Penalty: 5195.825684
	Iteration 53Q: 3 clusters Score -3457164 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -3457181.750000 Penalty: 5195.825684
	Iteration 54Q: 3 clusters Score -3457182 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3457194.250000 Penalty: 5195.825684
	Iteration 55Q: 3 clusters Score -3457194 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -3457213.250000 Penalty: 5195.825684
	Iteration 56Q: 3 clusters Score -3457213 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3457240.500000 Penalty: 5195.825684
	Iteration 57Q: 3 clusters Score -3457240 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3457249.500000 Penalty: 5195.825684
	Iteration 58Q: 3 clusters Score -3457250 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3457264.250000 Penalty: 5195.825684
	Iteration 59Q: 3 clusters Score -3457264 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -3457274.250000 Penalty: 5195.825684
	Iteration 60F: 3 clusters Score -3457274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3457278.000000 Penalty: 5195.825684
	Iteration 61Q: 3 clusters Score -3457278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3457292.000000 Penalty: 5195.825684
	Iteration 62Q: 3 clusters Score -3457292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -3457288.250000 Penalty: 5195.825684
	Iteration 63Q: 3 clusters Score -3457288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3457292.750000 Penalty: 5195.825684
	Iteration 64Q: 3 clusters Score -3457293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -3457308.750000 Penalty: 5195.825684
	Iteration 65Q: 3 clusters Score -3457309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3457310.250000 Penalty: 5195.825684
	Iteration 66Q: 3 clusters Score -3457310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3457317.500000 Penalty: 5195.825684
	Iteration 67Q: 3 clusters Score -3457318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3457315.750000 Penalty: 5195.825684
	Iteration 68Q: 3 clusters Score -3457316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -3457321.750000 Penalty: 5195.825684
	Iteration 69Q: 3 clusters Score -3457322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -3457319.500000 Penalty: 5195.825684
	Iteration 70Q: 3 clusters Score -3457320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -3457313.000000 Penalty: 5195.825684
	Iteration 71Q: 3 clusters Score -3457313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -3457309.750000 Penalty: 5195.825684
	Iteration 72Q: 3 clusters Score -3457310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3457307.500000 Penalty: 5195.825684
	Iteration 73Q: 3 clusters Score -3457308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3457308.750000 Penalty: 5195.825684
	Iteration 74Q: 3 clusters Score -3457309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3457306.750000 Penalty: 5195.825684
	Iteration 75Q: 3 clusters Score -3457307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3457310.500000 Penalty: 5195.825684
	Iteration 76Q: 3 clusters Score -3457310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3457325.500000 Penalty: 5195.825684
	Iteration 77Q: 3 clusters Score -3457326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3457325.000000 Penalty: 5195.825684
	Iteration 78Q: 3 clusters Score -3457325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3457326.500000 Penalty: 5195.825684
	Iteration 79Q: 3 clusters Score -3457326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -3457323.750000 Penalty: 5195.825684
	Iteration 80F: 3 clusters Score -3457324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -3457324.250000 Penalty: 5195.825684
	Iteration 81Q: 3 clusters Score -3457324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -3457330.750000 Penalty: 5195.825684
	Iteration 82Q: 3 clusters Score -3457331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3457335.500000 Penalty: 5195.825684
	Iteration 83Q: 3 clusters Score -3457336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3457335.250000 Penalty: 5195.825684
	Iteration 84Q: 3 clusters Score -3457335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3457332.750000 Penalty: 5195.825684
	Iteration 85Q: 3 clusters Score -3457333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3457334.750000 Penalty: 5195.825684
	Iteration 86Q: 3 clusters Score -3457335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -3457329.500000 Penalty: 5195.825684
	Iteration 87Q: 3 clusters Score -3457330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -3457328.750000 Penalty: 5195.825684
	Iteration 88Q: 3 clusters Score -3457329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -3457327.000000 Penalty: 5195.825684
	Iteration 89Q: 3 clusters Score -3457327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -3457331.250000 Penalty: 5195.825684
	Iteration 90Q: 3 clusters Score -3457331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3457331.750000 Penalty: 5195.825684
	Iteration 91Q: 3 clusters Score -3457332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3457330.750000 Penalty: 5195.825684
	Iteration 92Q: 3 clusters Score -3457331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -3457332.500000 Penalty: 5195.825684
	Iteration 93Q: 3 clusters Score -3457332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -3457331.000000 Penalty: 5195.825684
	Iteration 94Q: 3 clusters Score -3457331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -3457332.750000 Penalty: 5195.825684
	Iteration 95Q: 3 clusters Score -3457333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3457336.500000 Penalty: 5195.825684
	Iteration 96Q: 3 clusters Score -3457336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -3457336.500000 Penalty: 5195.825684
	Iteration 97Q: 3 clusters Score -3457336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -3457340.250000 Penalty: 5195.825684
	Iteration 98Q: 3 clusters Score -3457340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3457339.750000 Penalty: 5195.825684
	Iteration 99Q: 3 clusters Score -3457340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -3457341.250000 Penalty: 5195.825684
	Iteration 100F: 3 clusters Score -3457341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3457339.000000 Penalty: 5195.825684
	Iteration 101Q: 3 clusters Score -3457339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -3457340.500000 Penalty: 5195.825684
	Iteration 102Q: 3 clusters Score -3457340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -3457340.500000 Penalty: 5195.825684
	Iteration 103F: 3 clusters Score -3457340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149138 members 
Mstep: Class 2 contains 9118 members 
Mstep: Class 3 contains 10617 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59403 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 14150 members 
Mstep: Class 9 contains 16381 members 
Mstep: Class 10 contains 31912 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 18211 members 
Mstep: Class 13 contains 114119 members 
Mstep: Class 14 contains 16661 members 
Mstep: Class 15 contains 342862 members 
Mstep: Class 16 contains 2805 members 
Mstep: Class 17 contains 19047 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3668 members 
Mstep: Class 20 contains 3914 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 289719 members 
Mstep: Class 23 contains 42152 members 
Mstep: Class 24 contains 16429 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13675 members 
Mstep: Class 27 contains 193621 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7294 members 
Mstep: Class 30 contains 41189 members 
Mstep: Class 31 contains 20614 members 
Mstep: Class 32 contains 11067 members 
Mstep: Class 33 contains 66778 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 7569 members 
Mstep: Class 36 contains 14811 members 
Mstep: Class 37 contains 24041 members 
Mstep: Class 38 contains 21285 members 
Entering Unmasked Estep 
Score: -157131600.000000 Penalty: 134734.578125
Splitting cluster 8 changes total score from -157132320.000000 to -157131600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (16381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Entering Unmasked Estep 
Score: -1680389.875000 Penalty: 2406.561523
	Iteration 0F: 2 clusters Score -1680390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1668679.500000 Penalty: 4813.123047
	Iteration 0F: 3 clusters Score -1668680 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1672291.375000 Penalty: 4813.123047
	Iteration 1F: 3 clusters Score -1672291 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1672627.250000 Penalty: 4813.123047
	Iteration 2F: 3 clusters Score -1672627 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1672857.125000 Penalty: 4813.123047
	Iteration 3Q: 3 clusters Score -1672857 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1673056.250000 Penalty: 4813.123047
	Iteration 4Q: 3 clusters Score -1673056 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1673223.875000 Penalty: 4813.123047
	Iteration 5Q: 3 clusters Score -1673224 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1673378.125000 Penalty: 4813.123047
	Iteration 6Q: 3 clusters Score -1673378 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1673499.250000 Penalty: 4813.123047
	Iteration 7Q: 3 clusters Score -1673499 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1673641.250000 Penalty: 4813.123047
	Iteration 8Q: 3 clusters Score -1673641 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1673811.125000 Penalty: 4813.123047
	Iteration 9Q: 3 clusters Score -1673811 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1674041.625000 Penalty: 4813.123047
	Iteration 10Q: 3 clusters Score -1674042 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1674336.125000 Penalty: 4813.123047
	Iteration 11Q: 3 clusters Score -1674336 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1674731.625000 Penalty: 4813.123047
	Iteration 12Q: 3 clusters Score -1674732 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1675237.500000 Penalty: 4813.123047
	Iteration 13Q: 3 clusters Score -1675238 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1675873.125000 Penalty: 4813.123047
	Iteration 14F: 3 clusters Score -1675873 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1676543.250000 Penalty: 4813.123047
	Iteration 15F: 3 clusters Score -1676543 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1677051.250000 Penalty: 4813.123047
	Iteration 16Q: 3 clusters Score -1677051 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1677506.125000 Penalty: 4813.123047
	Iteration 17Q: 3 clusters Score -1677506 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1677787.500000 Penalty: 4813.123047
	Iteration 18Q: 3 clusters Score -1677788 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1677956.000000 Penalty: 4813.123047
	Iteration 19Q: 3 clusters Score -1677956 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1678047.875000 Penalty: 4813.123047
	Iteration 20F: 3 clusters Score -1678048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1678113.625000 Penalty: 4813.123047
	Iteration 21Q: 3 clusters Score -1678114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1678148.500000 Penalty: 4813.123047
	Iteration 22Q: 3 clusters Score -1678148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1678172.500000 Penalty: 4813.123047
	Iteration 23Q: 3 clusters Score -1678172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1678183.625000 Penalty: 4813.123047
	Iteration 24Q: 3 clusters Score -1678184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1678203.875000 Penalty: 4813.123047
	Iteration 25Q: 3 clusters Score -1678204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1678217.125000 Penalty: 4813.123047
	Iteration 26Q: 3 clusters Score -1678217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1678226.625000 Penalty: 4813.123047
	Iteration 27Q: 3 clusters Score -1678227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1678240.000000 Penalty: 4813.123047
	Iteration 28Q: 3 clusters Score -1678240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1678249.750000 Penalty: 4813.123047
	Iteration 29Q: 3 clusters Score -1678250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1678255.000000 Penalty: 4813.123047
	Iteration 30Q: 3 clusters Score -1678255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1678260.875000 Penalty: 4813.123047
	Iteration 31Q: 3 clusters Score -1678261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1678267.125000 Penalty: 4813.123047
	Iteration 32Q: 3 clusters Score -1678267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1678270.500000 Penalty: 4813.123047
	Iteration 33Q: 3 clusters Score -1678270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1678273.875000 Penalty: 4813.123047
	Iteration 34Q: 3 clusters Score -1678274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1678280.000000 Penalty: 4813.123047
	Iteration 35Q: 3 clusters Score -1678280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1678280.625000 Penalty: 4813.123047
	Iteration 36Q: 3 clusters Score -1678281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1678281.375000 Penalty: 4813.123047
	Iteration 37Q: 3 clusters Score -1678281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1678283.625000 Penalty: 4813.123047
	Iteration 38Q: 3 clusters Score -1678284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1678283.625000 Penalty: 4813.123047
	Iteration 39F: 3 clusters Score -1678284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Entering Unmasked Estep 
Score: -2914447.000000 Penalty: 2571.942871
	Iteration 0F: 2 clusters Score -2914447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2892667.500000 Penalty: 5143.885742
	Iteration 0F: 3 clusters Score -2892668 nChanged 14452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2900849.500000 Penalty: 5143.885742
	Iteration 1F: 3 clusters Score -2900850 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2901539.000000 Penalty: 5143.885742
	Iteration 2F: 3 clusters Score -2901539 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2902191.250000 Penalty: 5143.885742
	Iteration 3F: 3 clusters Score -2902191 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2902820.250000 Penalty: 5143.885742
	Iteration 4Q: 3 clusters Score -2902820 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2903575.250000 Penalty: 5143.885742
	Iteration 5Q: 3 clusters Score -2903575 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2904508.250000 Penalty: 5143.885742
	Iteration 6F: 3 clusters Score -2904508 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2905575.500000 Penalty: 5143.885742
	Iteration 7F: 3 clusters Score -2905576 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2906631.750000 Penalty: 5143.885742
	Iteration 8F: 3 clusters Score -2906632 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2907583.000000 Penalty: 5143.885742
	Iteration 9Q: 3 clusters Score -2907583 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2908407.750000 Penalty: 5143.885742
	Iteration 10Q: 3 clusters Score -2908408 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -2909074.500000 Penalty: 5143.885742
	Iteration 11Q: 3 clusters Score -2909074 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -2909505.000000 Penalty: 5143.885742
	Iteration 12Q: 3 clusters Score -2909505 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2909815.500000 Penalty: 5143.885742
	Iteration 13Q: 3 clusters Score -2909816 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -2910063.000000 Penalty: 5143.885742
	Iteration 14Q: 3 clusters Score -2910063 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -2910242.250000 Penalty: 5143.885742
	Iteration 15Q: 3 clusters Score -2910242 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -2910411.000000 Penalty: 5143.885742
	Iteration 16Q: 3 clusters Score -2910411 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -2910547.000000 Penalty: 5143.885742
	Iteration 17Q: 3 clusters Score -2910547 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -2910659.250000 Penalty: 5143.885742
	Iteration 18Q: 3 clusters Score -2910659 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -2910813.500000 Penalty: 5143.885742
	Iteration 19Q: 3 clusters Score -2910814 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2910917.000000 Penalty: 5143.885742
	Iteration 20F: 3 clusters Score -2910917 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -2911010.000000 Penalty: 5143.885742
	Iteration 21Q: 3 clusters Score -2911010 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -2911109.500000 Penalty: 5143.885742
	Iteration 22Q: 3 clusters Score -2911110 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -2911188.000000 Penalty: 5143.885742
	Iteration 23Q: 3 clusters Score -2911188 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -2911251.250000 Penalty: 5143.885742
	Iteration 24Q: 3 clusters Score -2911251 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -2911308.500000 Penalty: 5143.885742
	Iteration 25Q: 3 clusters Score -2911308 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -2911368.750000 Penalty: 5143.885742
	Iteration 26Q: 3 clusters Score -2911369 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -2911428.750000 Penalty: 5143.885742
	Iteration 27Q: 3 clusters Score -2911429 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -2911490.000000 Penalty: 5143.885742
	Iteration 28Q: 3 clusters Score -2911490 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -2911551.250000 Penalty: 5143.885742
	Iteration 29Q: 3 clusters Score -2911551 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -2911604.250000 Penalty: 5143.885742
	Iteration 30Q: 3 clusters Score -2911604 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -2911653.750000 Penalty: 5143.885742
	Iteration 31Q: 3 clusters Score -2911654 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -2911691.500000 Penalty: 5143.885742
	Iteration 32Q: 3 clusters Score -2911692 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -2911724.500000 Penalty: 5143.885742
	Iteration 33Q: 3 clusters Score -2911724 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -2911758.750000 Penalty: 5143.885742
	Iteration 34Q: 3 clusters Score -2911759 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -2911781.500000 Penalty: 5143.885742
	Iteration 35Q: 3 clusters Score -2911782 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -2911810.250000 Penalty: 5143.885742
	Iteration 36Q: 3 clusters Score -2911810 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -2911864.250000 Penalty: 5143.885742
	Iteration 37Q: 3 clusters Score -2911864 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -2911915.500000 Penalty: 5143.885742
	Iteration 38Q: 3 clusters Score -2911916 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -2911957.250000 Penalty: 5143.885742
	Iteration 39Q: 3 clusters Score -2911957 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -2912004.500000 Penalty: 5143.885742
	Iteration 40F: 3 clusters Score -2912004 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -2912059.750000 Penalty: 5143.885742
	Iteration 41Q: 3 clusters Score -2912060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -2912122.000000 Penalty: 5143.885742
	Iteration 42Q: 3 clusters Score -2912122 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -2912176.500000 Penalty: 5143.885742
	Iteration 43Q: 3 clusters Score -2912176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -2912218.750000 Penalty: 5143.885742
	Iteration 44Q: 3 clusters Score -2912219 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -2912255.000000 Penalty: 5143.885742
	Iteration 45Q: 3 clusters Score -2912255 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -2912298.250000 Penalty: 5143.885742
	Iteration 46Q: 3 clusters Score -2912298 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -2912319.250000 Penalty: 5143.885742
	Iteration 47Q: 3 clusters Score -2912319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -2912345.250000 Penalty: 5143.885742
	Iteration 48Q: 3 clusters Score -2912345 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -2912360.000000 Penalty: 5143.885742
	Iteration 49Q: 3 clusters Score -2912360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -2912362.750000 Penalty: 5143.885742
	Iteration 50Q: 3 clusters Score -2912363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -2912375.750000 Penalty: 5143.885742
	Iteration 51Q: 3 clusters Score -2912376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -2912381.500000 Penalty: 5143.885742
	Iteration 52Q: 3 clusters Score -2912382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -2912388.250000 Penalty: 5143.885742
	Iteration 53Q: 3 clusters Score -2912388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -2912394.000000 Penalty: 5143.885742
	Iteration 54Q: 3 clusters Score -2912394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -2912396.500000 Penalty: 5143.885742
	Iteration 55Q: 3 clusters Score -2912396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -2912398.000000 Penalty: 5143.885742
	Iteration 56Q: 3 clusters Score -2912398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -2912398.750000 Penalty: 5143.885742
	Iteration 57Q: 3 clusters Score -2912399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -2912399.250000 Penalty: 5143.885742
	Iteration 58Q: 3 clusters Score -2912399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -2912402.250000 Penalty: 5143.885742
	Iteration 59Q: 3 clusters Score -2912402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -2912400.500000 Penalty: 5143.885742
	Iteration 60F: 3 clusters Score -2912400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -2912400.250000 Penalty: 5143.885742
	Iteration 61Q: 3 clusters Score -2912400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -2912405.500000 Penalty: 5143.885742
	Iteration 62Q: 3 clusters Score -2912406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -2912407.250000 Penalty: 5143.885742
	Iteration 63Q: 3 clusters Score -2912407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -2912409.000000 Penalty: 5143.885742
	Iteration 64Q: 3 clusters Score -2912409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -2912407.750000 Penalty: 5143.885742
	Iteration 65Q: 3 clusters Score -2912408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -2912407.500000 Penalty: 5143.885742
	Iteration 66Q: 3 clusters Score -2912408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -2912409.750000 Penalty: 5143.885742
	Iteration 67Q: 3 clusters Score -2912410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -2912409.750000 Penalty: 5143.885742
	Iteration 68Q: 3 clusters Score -2912410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -2912406.250000 Penalty: 5143.885742
	Iteration 69Q: 3 clusters Score -2912406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -2912403.000000 Penalty: 5143.885742
	Iteration 70Q: 3 clusters Score -2912403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -2912405.250000 Penalty: 5143.885742
	Iteration 71Q: 3 clusters Score -2912405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -2912405.500000 Penalty: 5143.885742
	Iteration 72Q: 3 clusters Score -2912406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -2912410.250000 Penalty: 5143.885742
	Iteration 73Q: 3 clusters Score -2912410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -2912412.000000 Penalty: 5143.885742
	Iteration 74Q: 3 clusters Score -2912412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -2912412.000000 Penalty: 5143.885742
	Iteration 75Q: 3 clusters Score -2912412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -2912415.000000 Penalty: 5143.885742
	Iteration 76Q: 3 clusters Score -2912415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -2912417.750000 Penalty: 5143.885742
	Iteration 77Q: 3 clusters Score -2912418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -2912413.500000 Penalty: 5143.885742
	Iteration 78Q: 3 clusters Score -2912414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -2912415.250000 Penalty: 5143.885742
	Iteration 79Q: 3 clusters Score -2912415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -2912415.250000 Penalty: 5143.885742
	Iteration 80F: 3 clusters Score -2912415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Entering Unmasked Estep 
Score: -546885.312500 Penalty: 2171.188477
	Iteration 0F: 2 clusters Score -546885.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -541580.187500 Penalty: 4342.376953
	Iteration 0F: 3 clusters Score -541580.2 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -543125.625000 Penalty: 4342.376953
	Iteration 1F: 3 clusters Score -543125.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -543808.375000 Penalty: 4342.376953
	Iteration 2F: 3 clusters Score -543808.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -544433.375000 Penalty: 4342.376953
	Iteration 3F: 3 clusters Score -544433.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -544940.750000 Penalty: 4342.376953
	Iteration 4F: 3 clusters Score -544940.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -545301.375000 Penalty: 4342.376953
	Iteration 5F: 3 clusters Score -545301.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -545562.375000 Penalty: 4342.376953
	Iteration 6F: 3 clusters Score -545562.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -545759.937500 Penalty: 4342.376953
	Iteration 7Q: 3 clusters Score -545759.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -545912.562500 Penalty: 4342.376953
	Iteration 8Q: 3 clusters Score -545912.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -546025.875000 Penalty: 4342.376953
	Iteration 9Q: 3 clusters Score -546025.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -546104.250000 Penalty: 4342.376953
	Iteration 10Q: 3 clusters Score -546104.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -546163.062500 Penalty: 4342.376953
	Iteration 11Q: 3 clusters Score -546163.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -546214.437500 Penalty: 4342.376953
	Iteration 12Q: 3 clusters Score -546214.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -546253.125000 Penalty: 4342.376953
	Iteration 13Q: 3 clusters Score -546253.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -546280.687500 Penalty: 4342.376953
	Iteration 14Q: 3 clusters Score -546280.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -546305.625000 Penalty: 4342.376953
	Iteration 15Q: 3 clusters Score -546305.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -546316.312500 Penalty: 4342.376953
	Iteration 16Q: 3 clusters Score -546316.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -546325.062500 Penalty: 4342.376953
	Iteration 17Q: 3 clusters Score -546325.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -546332.437500 Penalty: 4342.376953
	Iteration 18Q: 3 clusters Score -546332.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -546338.000000 Penalty: 4342.376953
	Iteration 19Q: 3 clusters Score -546338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -546344.687500 Penalty: 4342.376953
	Iteration 20F: 3 clusters Score -546344.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -546351.937500 Penalty: 4342.376953
	Iteration 21Q: 3 clusters Score -546351.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -546354.187500 Penalty: 4342.376953
	Iteration 22Q: 3 clusters Score -546354.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -546358.000000 Penalty: 4342.376953
	Iteration 23Q: 3 clusters Score -546358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -546363.500000 Penalty: 4342.376953
	Iteration 24Q: 3 clusters Score -546363.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -546369.187500 Penalty: 4342.376953
	Iteration 25Q: 3 clusters Score -546369.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -546381.937500 Penalty: 4342.376953
	Iteration 26Q: 3 clusters Score -546381.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -546395.437500 Penalty: 4342.376953
	Iteration 27Q: 3 clusters Score -546395.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -546404.875000 Penalty: 4342.376953
	Iteration 28Q: 3 clusters Score -546404.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -546412.000000 Penalty: 4342.376953
	Iteration 29Q: 3 clusters Score -546412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -546414.812500 Penalty: 4342.376953
	Iteration 30Q: 3 clusters Score -546414.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -546417.875000 Penalty: 4342.376953
	Iteration 31Q: 3 clusters Score -546417.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -546422.937500 Penalty: 4342.376953
	Iteration 32Q: 3 clusters Score -546422.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -546426.000000 Penalty: 4342.376953
	Iteration 33Q: 3 clusters Score -546426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -546428.625000 Penalty: 4342.376953
	Iteration 34Q: 3 clusters Score -546428.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -546432.187500 Penalty: 4342.376953
	Iteration 35Q: 3 clusters Score -546432.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -546433.187500 Penalty: 4342.376953
	Iteration 36Q: 3 clusters Score -546433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -546433.375000 Penalty: 4342.376953
	Iteration 37Q: 3 clusters Score -546433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -546433.125000 Penalty: 4342.376953
	Iteration 38Q: 3 clusters Score -546433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -546433.000000 Penalty: 4342.376953
	Iteration 39Q: 3 clusters Score -546433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -546433.187500 Penalty: 4342.376953
	Iteration 40F: 3 clusters Score -546433.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Entering Unmasked Estep 
Score: -1771527.750000 Penalty: 2432.825684
	Iteration 0F: 2 clusters Score -1771528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1758567.375000 Penalty: 4865.651367
	Iteration 0F: 3 clusters Score -1758567 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1762938.750000 Penalty: 4865.651367
	Iteration 1F: 3 clusters Score -1762939 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1763515.500000 Penalty: 4865.651367
	Iteration 2F: 3 clusters Score -1763516 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1763957.250000 Penalty: 4865.651367
	Iteration 3F: 3 clusters Score -1763957 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1764346.125000 Penalty: 4865.651367
	Iteration 4Q: 3 clusters Score -1764346 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1764696.000000 Penalty: 4865.651367
	Iteration 5Q: 3 clusters Score -1764696 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1765020.250000 Penalty: 4865.651367
	Iteration 6Q: 3 clusters Score -1765020 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1765393.750000 Penalty: 4865.651367
	Iteration 7Q: 3 clusters Score -1765394 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1765826.125000 Penalty: 4865.651367
	Iteration 8Q: 3 clusters Score -1765826 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1766275.500000 Penalty: 4865.651367
	Iteration 9Q: 3 clusters Score -1766276 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1766669.875000 Penalty: 4865.651367
	Iteration 10Q: 3 clusters Score -1766670 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1766987.000000 Penalty: 4865.651367
	Iteration 11Q: 3 clusters Score -1766987 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1767187.500000 Penalty: 4865.651367
	Iteration 12Q: 3 clusters Score -1767188 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1767327.125000 Penalty: 4865.651367
	Iteration 13Q: 3 clusters Score -1767327 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1767422.250000 Penalty: 4865.651367
	Iteration 14Q: 3 clusters Score -1767422 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1767508.875000 Penalty: 4865.651367
	Iteration 15Q: 3 clusters Score -1767509 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1767567.625000 Penalty: 4865.651367
	Iteration 16Q: 3 clusters Score -1767568 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1767616.750000 Penalty: 4865.651367
	Iteration 17Q: 3 clusters Score -1767617 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1767648.500000 Penalty: 4865.651367
	Iteration 18Q: 3 clusters Score -1767648 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1767677.875000 Penalty: 4865.651367
	Iteration 19Q: 3 clusters Score -1767678 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1767705.375000 Penalty: 4865.651367
	Iteration 20F: 3 clusters Score -1767705 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1767728.375000 Penalty: 4865.651367
	Iteration 21Q: 3 clusters Score -1767728 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1767755.750000 Penalty: 4865.651367
	Iteration 22Q: 3 clusters Score -1767756 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1767785.000000 Penalty: 4865.651367
	Iteration 23Q: 3 clusters Score -1767785 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1767818.750000 Penalty: 4865.651367
	Iteration 24Q: 3 clusters Score -1767819 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1767838.625000 Penalty: 4865.651367
	Iteration 25Q: 3 clusters Score -1767839 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1767862.000000 Penalty: 4865.651367
	Iteration 26Q: 3 clusters Score -1767862 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1767887.125000 Penalty: 4865.651367
	Iteration 27Q: 3 clusters Score -1767887 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1767907.250000 Penalty: 4865.651367
	Iteration 28Q: 3 clusters Score -1767907 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1767922.875000 Penalty: 4865.651367
	Iteration 29Q: 3 clusters Score -1767923 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1767939.000000 Penalty: 4865.651367
	Iteration 30Q: 3 clusters Score -1767939 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1767969.000000 Penalty: 4865.651367
	Iteration 31Q: 3 clusters Score -1767969 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1768002.625000 Penalty: 4865.651367
	Iteration 32Q: 3 clusters Score -1768003 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1768042.500000 Penalty: 4865.651367
	Iteration 33Q: 3 clusters Score -1768042 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1768086.500000 Penalty: 4865.651367
	Iteration 34Q: 3 clusters Score -1768086 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1768140.625000 Penalty: 4865.651367
	Iteration 35Q: 3 clusters Score -1768141 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1768211.625000 Penalty: 4865.651367
	Iteration 36Q: 3 clusters Score -1768212 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1768282.375000 Penalty: 4865.651367
	Iteration 37Q: 3 clusters Score -1768282 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1768342.375000 Penalty: 4865.651367
	Iteration 38Q: 3 clusters Score -1768342 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1768416.375000 Penalty: 4865.651367
	Iteration 39Q: 3 clusters Score -1768416 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1768467.250000 Penalty: 4865.651367
	Iteration 40F: 3 clusters Score -1768467 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1768525.250000 Penalty: 4865.651367
	Iteration 41Q: 3 clusters Score -1768525 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1768582.375000 Penalty: 4865.651367
	Iteration 42Q: 3 clusters Score -1768582 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1768640.500000 Penalty: 4865.651367
	Iteration 43Q: 3 clusters Score -1768640 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1768697.000000 Penalty: 4865.651367
	Iteration 44Q: 3 clusters Score -1768697 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1768741.125000 Penalty: 4865.651367
	Iteration 45Q: 3 clusters Score -1768741 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1768781.125000 Penalty: 4865.651367
	Iteration 46Q: 3 clusters Score -1768781 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1768813.750000 Penalty: 4865.651367
	Iteration 47Q: 3 clusters Score -1768814 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1768846.750000 Penalty: 4865.651367
	Iteration 48Q: 3 clusters Score -1768847 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1768873.500000 Penalty: 4865.651367
	Iteration 49Q: 3 clusters Score -1768874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1768896.000000 Penalty: 4865.651367
	Iteration 50Q: 3 clusters Score -1768896 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1768925.125000 Penalty: 4865.651367
	Iteration 51Q: 3 clusters Score -1768925 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1768943.625000 Penalty: 4865.651367
	Iteration 52Q: 3 clusters Score -1768944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1768963.375000 Penalty: 4865.651367
	Iteration 53Q: 3 clusters Score -1768963 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1768975.000000 Penalty: 4865.651367
	Iteration 54Q: 3 clusters Score -1768975 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1768988.875000 Penalty: 4865.651367
	Iteration 55Q: 3 clusters Score -1768989 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1768997.125000 Penalty: 4865.651367
	Iteration 56Q: 3 clusters Score -1768997 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1769013.250000 Penalty: 4865.651367
	Iteration 57Q: 3 clusters Score -1769013 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1769024.000000 Penalty: 4865.651367
	Iteration 58Q: 3 clusters Score -1769024 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1769038.750000 Penalty: 4865.651367
	Iteration 59Q: 3 clusters Score -1769039 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1769047.500000 Penalty: 4865.651367
	Iteration 60F: 3 clusters Score -1769048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1769065.250000 Penalty: 4865.651367
	Iteration 61Q: 3 clusters Score -1769065 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1769077.250000 Penalty: 4865.651367
	Iteration 62Q: 3 clusters Score -1769077 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1769085.125000 Penalty: 4865.651367
	Iteration 63Q: 3 clusters Score -1769085 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1769092.875000 Penalty: 4865.651367
	Iteration 64Q: 3 clusters Score -1769093 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1769099.500000 Penalty: 4865.651367
	Iteration 65Q: 3 clusters Score -1769100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1769101.250000 Penalty: 4865.651367
	Iteration 66Q: 3 clusters Score -1769101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1769113.625000 Penalty: 4865.651367
	Iteration 67Q: 3 clusters Score -1769114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1769123.250000 Penalty: 4865.651367
	Iteration 68Q: 3 clusters Score -1769123 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1769129.125000 Penalty: 4865.651367
	Iteration 69Q: 3 clusters Score -1769129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1769140.000000 Penalty: 4865.651367
	Iteration 70Q: 3 clusters Score -1769140 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1769147.250000 Penalty: 4865.651367
	Iteration 71Q: 3 clusters Score -1769147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1769151.000000 Penalty: 4865.651367
	Iteration 72Q: 3 clusters Score -1769151 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1769168.125000 Penalty: 4865.651367
	Iteration 73Q: 3 clusters Score -1769168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1769170.750000 Penalty: 4865.651367
	Iteration 74Q: 3 clusters Score -1769171 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1769184.000000 Penalty: 4865.651367
	Iteration 75Q: 3 clusters Score -1769184 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1769191.625000 Penalty: 4865.651367
	Iteration 76Q: 3 clusters Score -1769192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1769213.375000 Penalty: 4865.651367
	Iteration 77Q: 3 clusters Score -1769213 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1769230.125000 Penalty: 4865.651367
	Iteration 78Q: 3 clusters Score -1769230 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1769241.250000 Penalty: 4865.651367
	Iteration 79Q: 3 clusters Score -1769241 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1769255.750000 Penalty: 4865.651367
	Iteration 80F: 3 clusters Score -1769256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1769269.500000 Penalty: 4865.651367
	Iteration 81Q: 3 clusters Score -1769270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1769286.250000 Penalty: 4865.651367
	Iteration 82Q: 3 clusters Score -1769286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1769295.875000 Penalty: 4865.651367
	Iteration 83Q: 3 clusters Score -1769296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1769305.875000 Penalty: 4865.651367
	Iteration 84Q: 3 clusters Score -1769306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1769315.750000 Penalty: 4865.651367
	Iteration 85Q: 3 clusters Score -1769316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1769327.125000 Penalty: 4865.651367
	Iteration 86Q: 3 clusters Score -1769327 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1769339.125000 Penalty: 4865.651367
	Iteration 87Q: 3 clusters Score -1769339 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1769351.125000 Penalty: 4865.651367
	Iteration 88Q: 3 clusters Score -1769351 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1769360.250000 Penalty: 4865.651367
	Iteration 89Q: 3 clusters Score -1769360 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1769372.250000 Penalty: 4865.651367
	Iteration 90Q: 3 clusters Score -1769372 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1769377.875000 Penalty: 4865.651367
	Iteration 91Q: 3 clusters Score -1769378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1769386.500000 Penalty: 4865.651367
	Iteration 92Q: 3 clusters Score -1769386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1769402.125000 Penalty: 4865.651367
	Iteration 93Q: 3 clusters Score -1769402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1769405.875000 Penalty: 4865.651367
	Iteration 94Q: 3 clusters Score -1769406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1769413.750000 Penalty: 4865.651367
	Iteration 95Q: 3 clusters Score -1769414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1769419.375000 Penalty: 4865.651367
	Iteration 96Q: 3 clusters Score -1769419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1769422.875000 Penalty: 4865.651367
	Iteration 97Q: 3 clusters Score -1769423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1769421.875000 Penalty: 4865.651367
	Iteration 98Q: 3 clusters Score -1769422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1769424.250000 Penalty: 4865.651367
	Iteration 99Q: 3 clusters Score -1769424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1769429.375000 Penalty: 4865.651367
	Iteration 100F: 3 clusters Score -1769429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1769428.500000 Penalty: 4865.651367
	Iteration 101Q: 3 clusters Score -1769428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1769430.500000 Penalty: 4865.651367
	Iteration 102Q: 3 clusters Score -1769430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1769432.375000 Penalty: 4865.651367
	Iteration 103Q: 3 clusters Score -1769432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1769430.375000 Penalty: 4865.651367
	Iteration 104Q: 3 clusters Score -1769430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1769434.500000 Penalty: 4865.651367
	Iteration 105Q: 3 clusters Score -1769434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1769440.500000 Penalty: 4865.651367
	Iteration 106Q: 3 clusters Score -1769440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1769438.750000 Penalty: 4865.651367
	Iteration 107Q: 3 clusters Score -1769439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1769442.750000 Penalty: 4865.651367
	Iteration 108Q: 3 clusters Score -1769443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1769441.750000 Penalty: 4865.651367
	Iteration 109Q: 3 clusters Score -1769442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1769445.375000 Penalty: 4865.651367
	Iteration 110Q: 3 clusters Score -1769445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1769450.250000 Penalty: 4865.651367
	Iteration 111Q: 3 clusters Score -1769450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1769454.250000 Penalty: 4865.651367
	Iteration 112Q: 3 clusters Score -1769454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1769457.000000 Penalty: 4865.651367
	Iteration 113Q: 3 clusters Score -1769457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1769460.750000 Penalty: 4865.651367
	Iteration 114Q: 3 clusters Score -1769461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1769459.250000 Penalty: 4865.651367
	Iteration 115Q: 3 clusters Score -1769459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1769469.625000 Penalty: 4865.651367
	Iteration 116Q: 3 clusters Score -1769470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1769473.625000 Penalty: 4865.651367
	Iteration 117Q: 3 clusters Score -1769474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1769471.250000 Penalty: 4865.651367
	Iteration 118Q: 3 clusters Score -1769471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1769476.250000 Penalty: 4865.651367
	Iteration 119Q: 3 clusters Score -1769476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1769477.500000 Penalty: 4865.651367
	Iteration 120F: 3 clusters Score -1769478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1769478.375000 Penalty: 4865.651367
	Iteration 121Q: 3 clusters Score -1769478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1769476.000000 Penalty: 4865.651367
	Iteration 122Q: 3 clusters Score -1769476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1769476.750000 Penalty: 4865.651367
	Iteration 123Q: 3 clusters Score -1769477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1769479.625000 Penalty: 4865.651367
	Iteration 124Q: 3 clusters Score -1769480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1769482.750000 Penalty: 4865.651367
	Iteration 125Q: 3 clusters Score -1769483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1769487.500000 Penalty: 4865.651367
	Iteration 126Q: 3 clusters Score -1769488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1769487.875000 Penalty: 4865.651367
	Iteration 127Q: 3 clusters Score -1769488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1769490.750000 Penalty: 4865.651367
	Iteration 128Q: 3 clusters Score -1769491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1769492.750000 Penalty: 4865.651367
	Iteration 129Q: 3 clusters Score -1769493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1769492.250000 Penalty: 4865.651367
	Iteration 130Q: 3 clusters Score -1769492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1769496.125000 Penalty: 4865.651367
	Iteration 131Q: 3 clusters Score -1769496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1769499.750000 Penalty: 4865.651367
	Iteration 132Q: 3 clusters Score -1769500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1769500.500000 Penalty: 4865.651367
	Iteration 133Q: 3 clusters Score -1769500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1769501.375000 Penalty: 4865.651367
	Iteration 134Q: 3 clusters Score -1769501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1769510.875000 Penalty: 4865.651367
	Iteration 135Q: 3 clusters Score -1769511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1769516.625000 Penalty: 4865.651367
	Iteration 136Q: 3 clusters Score -1769517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1769516.250000 Penalty: 4865.651367
	Iteration 137Q: 3 clusters Score -1769516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1769522.125000 Penalty: 4865.651367
	Iteration 138Q: 3 clusters Score -1769522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1769527.750000 Penalty: 4865.651367
	Iteration 139Q: 3 clusters Score -1769528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1769528.375000 Penalty: 4865.651367
	Iteration 140F: 3 clusters Score -1769528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1769527.625000 Penalty: 4865.651367
	Iteration 141Q: 3 clusters Score -1769528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1769530.250000 Penalty: 4865.651367
	Iteration 142Q: 3 clusters Score -1769530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1769532.500000 Penalty: 4865.651367
	Iteration 143Q: 3 clusters Score -1769532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1769542.125000 Penalty: 4865.651367
	Iteration 144Q: 3 clusters Score -1769542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1769545.250000 Penalty: 4865.651367
	Iteration 145Q: 3 clusters Score -1769545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1769550.875000 Penalty: 4865.651367
	Iteration 146Q: 3 clusters Score -1769551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1769559.250000 Penalty: 4865.651367
	Iteration 147Q: 3 clusters Score -1769559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1769563.125000 Penalty: 4865.651367
	Iteration 148Q: 3 clusters Score -1769563 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1769569.500000 Penalty: 4865.651367
	Iteration 149Q: 3 clusters Score -1769570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1769573.375000 Penalty: 4865.651367
	Iteration 150Q: 3 clusters Score -1769573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1769575.625000 Penalty: 4865.651367
	Iteration 151Q: 3 clusters Score -1769576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1769577.250000 Penalty: 4865.651367
	Iteration 152Q: 3 clusters Score -1769577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1769584.250000 Penalty: 4865.651367
	Iteration 153Q: 3 clusters Score -1769584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1769582.625000 Penalty: 4865.651367
	Iteration 154Q: 3 clusters Score -1769583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1769585.125000 Penalty: 4865.651367
	Iteration 155Q: 3 clusters Score -1769585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1769587.375000 Penalty: 4865.651367
	Iteration 156Q: 3 clusters Score -1769587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1769592.500000 Penalty: 4865.651367
	Iteration 157Q: 3 clusters Score -1769592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1769595.500000 Penalty: 4865.651367
	Iteration 158Q: 3 clusters Score -1769596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1769593.000000 Penalty: 4865.651367
	Iteration 159Q: 3 clusters Score -1769593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1769592.500000 Penalty: 4865.651367
	Iteration 160F: 3 clusters Score -1769592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1769596.125000 Penalty: 4865.651367
	Iteration 161Q: 3 clusters Score -1769596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1769595.750000 Penalty: 4865.651367
	Iteration 162Q: 3 clusters Score -1769596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1769593.875000 Penalty: 4865.651367
	Iteration 163Q: 3 clusters Score -1769594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1769594.875000 Penalty: 4865.651367
	Iteration 164Q: 3 clusters Score -1769595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1769597.875000 Penalty: 4865.651367
	Iteration 165Q: 3 clusters Score -1769598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1769599.500000 Penalty: 4865.651367
	Iteration 166Q: 3 clusters Score -1769600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1769598.875000 Penalty: 4865.651367
	Iteration 167Q: 3 clusters Score -1769599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1769602.875000 Penalty: 4865.651367
	Iteration 168Q: 3 clusters Score -1769603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1769601.125000 Penalty: 4865.651367
	Iteration 169Q: 3 clusters Score -1769601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1769602.250000 Penalty: 4865.651367
	Iteration 170Q: 3 clusters Score -1769602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1769600.875000 Penalty: 4865.651367
	Iteration 171Q: 3 clusters Score -1769601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1769600.375000 Penalty: 4865.651367
	Iteration 172Q: 3 clusters Score -1769600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1769600.375000 Penalty: 4865.651367
	Iteration 173F: 3 clusters Score -1769600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (114119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114119 members 
Entering Unmasked Estep 
Score: -11648716.000000 Penalty: 2887.959229
	Iteration 0F: 2 clusters Score -1.164872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -11572560.000000 Penalty: 5775.918457
	Iteration 0F: 3 clusters Score -1.157256e+07 nChanged 54056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -11603416.000000 Penalty: 5775.918457
	Iteration 1F: 3 clusters Score -1.160342e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
Score: -11604317.000000 Penalty: 5775.918457
	Iteration 2Q: 3 clusters Score -1.160432e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -11605108.000000 Penalty: 5775.918457
	Iteration 3Q: 3 clusters Score -1.160511e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -11606264.000000 Penalty: 5775.918457
	Iteration 4Q: 3 clusters Score -1.160626e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -11607944.000000 Penalty: 5775.918457
	Iteration 5Q: 3 clusters Score -1.160794e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -11610502.000000 Penalty: 5775.918457
	Iteration 6Q: 3 clusters Score -1.16105e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -11613972.000000 Penalty: 5775.918457
	Iteration 7F: 3 clusters Score -1.161397e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -11618693.000000 Penalty: 5775.918457
	Iteration 8F: 3 clusters Score -1.161869e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -11624087.000000 Penalty: 5775.918457
	Iteration 9F: 3 clusters Score -1.162409e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 89551 members 
Entering Unmasked Estep 
Score: -11629415.000000 Penalty: 5775.918457
	Iteration 10F: 3 clusters Score -1.162942e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -11633911.000000 Penalty: 5775.918457
	Iteration 11F: 3 clusters Score -1.163391e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 101081 members 
Entering Unmasked Estep 
Score: -11637888.000000 Penalty: 5775.918457
	Iteration 12Q: 3 clusters Score -1.163789e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 105287 members 
Entering Unmasked Estep 
Score: -11640806.000000 Penalty: 5775.918457
	Iteration 13Q: 3 clusters Score -1.164081e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 108333 members 
Entering Unmasked Estep 
Score: -11642798.000000 Penalty: 5775.918457
	Iteration 14Q: 3 clusters Score -1.16428e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 110355 members 
Entering Unmasked Estep 
Score: -11644169.000000 Penalty: 5775.918457
	Iteration 15Q: 3 clusters Score -1.164417e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 111599 members 
Entering Unmasked Estep 
Score: -11644957.000000 Penalty: 5775.918457
	Iteration 16Q: 3 clusters Score -1.164496e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 112324 members 
Entering Unmasked Estep 
Score: -11645467.000000 Penalty: 5775.918457
	Iteration 17Q: 3 clusters Score -1.164547e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 112738 members 
Entering Unmasked Estep 
Score: -11645674.000000 Penalty: 5775.918457
	Iteration 18Q: 3 clusters Score -1.164567e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 112986 members 
Entering Unmasked Estep 
Score: -11645811.000000 Penalty: 5775.918457
	Iteration 19Q: 3 clusters Score -1.164581e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 113155 members 
Entering Unmasked Estep 
Score: -11645953.000000 Penalty: 5775.918457
	Iteration 20F: 3 clusters Score -1.164595e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 113266 members 
Entering Unmasked Estep 
Score: -11645995.000000 Penalty: 5775.918457
	Iteration 21Q: 3 clusters Score -1.1646e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 113333 members 
Entering Unmasked Estep 
Score: -11646045.000000 Penalty: 5775.918457
	Iteration 22Q: 3 clusters Score -1.164604e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 113387 members 
Entering Unmasked Estep 
Score: -11646101.000000 Penalty: 5775.918457
	Iteration 23Q: 3 clusters Score -1.16461e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 113418 members 
Entering Unmasked Estep 
Score: -11646128.000000 Penalty: 5775.918457
	Iteration 24Q: 3 clusters Score -1.164613e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 113440 members 
Entering Unmasked Estep 
Score: -11646157.000000 Penalty: 5775.918457
	Iteration 25Q: 3 clusters Score -1.164616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 113458 members 
Entering Unmasked Estep 
Score: -11646168.000000 Penalty: 5775.918457
	Iteration 26Q: 3 clusters Score -1.164617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 113468 members 
Entering Unmasked Estep 
Score: -11646201.000000 Penalty: 5775.918457
	Iteration 27Q: 3 clusters Score -1.16462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 113483 members 
Entering Unmasked Estep 
Score: -11646216.000000 Penalty: 5775.918457
	Iteration 28Q: 3 clusters Score -1.164622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 113495 members 
Entering Unmasked Estep 
Score: -11646236.000000 Penalty: 5775.918457
	Iteration 29Q: 3 clusters Score -1.164624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 113504 members 
Entering Unmasked Estep 
Score: -11646240.000000 Penalty: 5775.918457
	Iteration 30Q: 3 clusters Score -1.164624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 113509 members 
Entering Unmasked Estep 
Score: -11646255.000000 Penalty: 5775.918457
	Iteration 31Q: 3 clusters Score -1.164626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 113518 members 
Entering Unmasked Estep 
Score: -11646257.000000 Penalty: 5775.918457
	Iteration 32Q: 3 clusters Score -1.164626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 113527 members 
Entering Unmasked Estep 
Score: -11646257.000000 Penalty: 5775.918457
	Iteration 33Q: 3 clusters Score -1.164626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 113534 members 
Entering Unmasked Estep 
Score: -11646268.000000 Penalty: 5775.918457
	Iteration 34Q: 3 clusters Score -1.164627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 113537 members 
Entering Unmasked Estep 
Score: -11646274.000000 Penalty: 5775.918457
	Iteration 35Q: 3 clusters Score -1.164627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 113540 members 
Entering Unmasked Estep 
Score: -11646274.000000 Penalty: 5775.918457
	Iteration 36Q: 3 clusters Score -1.164627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 113543 members 
Entering Unmasked Estep 
Score: -11646285.000000 Penalty: 5775.918457
	Iteration 37Q: 3 clusters Score -1.164628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 113541 members 
Entering Unmasked Estep 
Score: -11646285.000000 Penalty: 5775.918457
	Iteration 38Q: 3 clusters Score -1.164628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 113542 members 
Entering Unmasked Estep 
Score: -11646284.000000 Penalty: 5775.918457
	Iteration 39Q: 3 clusters Score -1.164628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 113543 members 
Entering Unmasked Estep 
Score: -11646286.000000 Penalty: 5775.918457
	Iteration 40F: 3 clusters Score -1.164629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 113546 members 
Entering Unmasked Estep 
Score: -11646292.000000 Penalty: 5775.918457
	Iteration 41Q: 3 clusters Score -1.164629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 113548 members 
Entering Unmasked Estep 
Score: -11646301.000000 Penalty: 5775.918457
	Iteration 42Q: 3 clusters Score -1.16463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 113551 members 
Entering Unmasked Estep 
Score: -11646313.000000 Penalty: 5775.918457
	Iteration 43Q: 3 clusters Score -1.164631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 113556 members 
Entering Unmasked Estep 
Score: -11646308.000000 Penalty: 5775.918457
	Iteration 44Q: 3 clusters Score -1.164631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 113557 members 
Entering Unmasked Estep 
Score: -11646312.000000 Penalty: 5775.918457
	Iteration 45Q: 3 clusters Score -1.164631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 113559 members 
Entering Unmasked Estep 
Score: -11646317.000000 Penalty: 5775.918457
	Iteration 46Q: 3 clusters Score -1.164632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 113560 members 
Entering Unmasked Estep 
Score: -11646317.000000 Penalty: 5775.918457
	Iteration 47Q: 3 clusters Score -1.164632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 113561 members 
Entering Unmasked Estep 
Score: -11646316.000000 Penalty: 5775.918457
	Iteration 48Q: 3 clusters Score -1.164632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 113564 members 
Entering Unmasked Estep 
Score: -11646317.000000 Penalty: 5775.918457
	Iteration 49Q: 3 clusters Score -1.164632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 113565 members 
Entering Unmasked Estep 
Score: -11646319.000000 Penalty: 5775.918457
	Iteration 50Q: 3 clusters Score -1.164632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 113565 members 
Entering Unmasked Estep 
Score: -11646321.000000 Penalty: 5775.918457
	Iteration 51Q: 3 clusters Score -1.164632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 113565 members 
Entering Unmasked Estep 
Score: -11646321.000000 Penalty: 5775.918457
	Iteration 52F: 3 clusters Score -1.164632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Entering Unmasked Estep 
Score: -1685317.875000 Penalty: 2410.764893
	Iteration 0F: 2 clusters Score -1685318 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 8296 members 
Entering Unmasked Estep 
Score: -1673371.375000 Penalty: 4821.529785
	Iteration 0F: 3 clusters Score -1673371 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1677191.375000 Penalty: 4821.529785
	Iteration 1F: 3 clusters Score -1677191 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1677610.125000 Penalty: 4821.529785
	Iteration 2F: 3 clusters Score -1677610 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1677969.375000 Penalty: 4821.529785
	Iteration 3F: 3 clusters Score -1677969 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1678312.750000 Penalty: 4821.529785
	Iteration 4Q: 3 clusters Score -1678313 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1678656.250000 Penalty: 4821.529785
	Iteration 5Q: 3 clusters Score -1678656 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1678973.875000 Penalty: 4821.529785
	Iteration 6Q: 3 clusters Score -1678974 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1679326.250000 Penalty: 4821.529785
	Iteration 7Q: 3 clusters Score -1679326 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1679716.500000 Penalty: 4821.529785
	Iteration 8Q: 3 clusters Score -1679716 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1680135.000000 Penalty: 4821.529785
	Iteration 9Q: 3 clusters Score -1680135 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1680646.375000 Penalty: 4821.529785
	Iteration 10Q: 3 clusters Score -1680646 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1681250.625000 Penalty: 4821.529785
	Iteration 11Q: 3 clusters Score -1681251 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1681796.875000 Penalty: 4821.529785
	Iteration 12Q: 3 clusters Score -1681797 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1682222.125000 Penalty: 4821.529785
	Iteration 13Q: 3 clusters Score -1682222 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1682495.500000 Penalty: 4821.529785
	Iteration 14Q: 3 clusters Score -1682496 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1682704.500000 Penalty: 4821.529785
	Iteration 15Q: 3 clusters Score -1682704 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1682870.750000 Penalty: 4821.529785
	Iteration 16Q: 3 clusters Score -1682871 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1683025.375000 Penalty: 4821.529785
	Iteration 17Q: 3 clusters Score -1683025 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1683177.000000 Penalty: 4821.529785
	Iteration 18Q: 3 clusters Score -1683177 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1683319.000000 Penalty: 4821.529785
	Iteration 19Q: 3 clusters Score -1683319 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1683433.750000 Penalty: 4821.529785
	Iteration 20F: 3 clusters Score -1683434 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1683512.250000 Penalty: 4821.529785
	Iteration 21Q: 3 clusters Score -1683512 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1683557.250000 Penalty: 4821.529785
	Iteration 22Q: 3 clusters Score -1683557 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1683602.500000 Penalty: 4821.529785
	Iteration 23Q: 3 clusters Score -1683602 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1683628.625000 Penalty: 4821.529785
	Iteration 24Q: 3 clusters Score -1683629 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1683652.125000 Penalty: 4821.529785
	Iteration 25Q: 3 clusters Score -1683652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1683674.500000 Penalty: 4821.529785
	Iteration 26Q: 3 clusters Score -1683674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1683686.375000 Penalty: 4821.529785
	Iteration 27Q: 3 clusters Score -1683686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1683708.375000 Penalty: 4821.529785
	Iteration 28Q: 3 clusters Score -1683708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1683718.875000 Penalty: 4821.529785
	Iteration 29Q: 3 clusters Score -1683719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1683730.625000 Penalty: 4821.529785
	Iteration 30Q: 3 clusters Score -1683731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1683734.625000 Penalty: 4821.529785
	Iteration 31Q: 3 clusters Score -1683735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1683740.750000 Penalty: 4821.529785
	Iteration 32Q: 3 clusters Score -1683741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1683750.625000 Penalty: 4821.529785
	Iteration 33Q: 3 clusters Score -1683751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1683751.375000 Penalty: 4821.529785
	Iteration 34Q: 3 clusters Score -1683751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1683756.000000 Penalty: 4821.529785
	Iteration 35Q: 3 clusters Score -1683756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1683758.250000 Penalty: 4821.529785
	Iteration 36Q: 3 clusters Score -1683758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1683754.875000 Penalty: 4821.529785
	Iteration 37Q: 3 clusters Score -1683755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1683761.000000 Penalty: 4821.529785
	Iteration 38Q: 3 clusters Score -1683761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1683762.625000 Penalty: 4821.529785
	Iteration 39Q: 3 clusters Score -1683763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1683762.875000 Penalty: 4821.529785
	Iteration 40F: 3 clusters Score -1683763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1683763.250000 Penalty: 4821.529785
	Iteration 41Q: 3 clusters Score -1683763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1683764.750000 Penalty: 4821.529785
	Iteration 42Q: 3 clusters Score -1683765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1683769.750000 Penalty: 4821.529785
	Iteration 43Q: 3 clusters Score -1683770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1683775.250000 Penalty: 4821.529785
	Iteration 44Q: 3 clusters Score -1683775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1683776.125000 Penalty: 4821.529785
	Iteration 45Q: 3 clusters Score -1683776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1683778.000000 Penalty: 4821.529785
	Iteration 46Q: 3 clusters Score -1683778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1683780.750000 Penalty: 4821.529785
	Iteration 47Q: 3 clusters Score -1683781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1683778.250000 Penalty: 4821.529785
	Iteration 48Q: 3 clusters Score -1683778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1683778.375000 Penalty: 4821.529785
	Iteration 49Q: 3 clusters Score -1683778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1683781.625000 Penalty: 4821.529785
	Iteration 50Q: 3 clusters Score -1683782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1683779.750000 Penalty: 4821.529785
	Iteration 51Q: 3 clusters Score -1683780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1683782.625000 Penalty: 4821.529785
	Iteration 52Q: 3 clusters Score -1683783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1683779.750000 Penalty: 4821.529785
	Iteration 53Q: 3 clusters Score -1683780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1683781.625000 Penalty: 4821.529785
	Iteration 54Q: 3 clusters Score -1683782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1683782.125000 Penalty: 4821.529785
	Iteration 55Q: 3 clusters Score -1683782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1683782.250000 Penalty: 4821.529785
	Iteration 56Q: 3 clusters Score -1683782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1683783.500000 Penalty: 4821.529785
	Iteration 57Q: 3 clusters Score -1683784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1683783.500000 Penalty: 4821.529785
	Iteration 58F: 3 clusters Score -1683784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (342862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342862 members 
Entering Unmasked Estep 
Score: -34262020.000000 Penalty: 3160.780518
	Iteration 0F: 2 clusters Score -3.426202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171405 members 
Mstep: Class 2 contains 171457 members 
Entering Unmasked Estep 
Score: -34039376.000000 Penalty: 6321.561035
	Iteration 0F: 3 clusters Score -3.403938e+07 nChanged 166659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169784 members 
Mstep: Class 2 contains 173078 members 
Entering Unmasked Estep 
Score: -34138232.000000 Penalty: 6321.561035
	Iteration 1F: 3 clusters Score -3.413823e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168986 members 
Mstep: Class 2 contains 173876 members 
Entering Unmasked Estep 
Score: -34139728.000000 Penalty: 6321.561035
	Iteration 2Q: 3 clusters Score -3.413973e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167841 members 
Mstep: Class 2 contains 175021 members 
Entering Unmasked Estep 
Score: -34141828.000000 Penalty: 6321.561035
	Iteration 3Q: 3 clusters Score -3.414183e+07 nChanged 10399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166332 members 
Mstep: Class 2 contains 176530 members 
Entering Unmasked Estep 
Score: -34144724.000000 Penalty: 6321.561035
	Iteration 4Q: 3 clusters Score -3.414472e+07 nChanged 11736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164430 members 
Mstep: Class 2 contains 178432 members 
Entering Unmasked Estep 
Score: -34148648.000000 Penalty: 6321.561035
	Iteration 5Q: 3 clusters Score -3.414865e+07 nChanged 13747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162159 members 
Mstep: Class 2 contains 180703 members 
Entering Unmasked Estep 
Score: -34154656.000000 Penalty: 6321.561035
	Iteration 6Q: 3 clusters Score -3.415466e+07 nChanged 16430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160245 members 
Mstep: Class 2 contains 182617 members 
Entering Unmasked Estep 
Score: -34163180.000000 Penalty: 6321.561035
	Iteration 7Q: 3 clusters Score -3.416318e+07 nChanged 19497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159072 members 
Mstep: Class 2 contains 183790 members 
Entering Unmasked Estep 
Score: -34175128.000000 Penalty: 6321.561035
	Iteration 8F: 3 clusters Score -3.417513e+07 nChanged 22125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 183483 members 
Entering Unmasked Estep 
Score: -34191116.000000 Penalty: 6321.561035
	Iteration 9F: 3 clusters Score -3.419112e+07 nChanged 22814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160897 members 
Mstep: Class 2 contains 181965 members 
Entering Unmasked Estep 
Score: -34206772.000000 Penalty: 6321.561035
	Iteration 10F: 3 clusters Score -3.420677e+07 nChanged 18319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163116 members 
Mstep: Class 2 contains 179746 members 
Entering Unmasked Estep 
Score: -34215016.000000 Penalty: 6321.561035
	Iteration 11F: 3 clusters Score -3.421502e+07 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165332 members 
Mstep: Class 2 contains 177530 members 
Entering Unmasked Estep 
Score: -34218292.000000 Penalty: 6321.561035
	Iteration 12Q: 3 clusters Score -3.421829e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167636 members 
Mstep: Class 2 contains 175226 members 
Entering Unmasked Estep 
Score: -34219800.000000 Penalty: 6321.561035
	Iteration 13Q: 3 clusters Score -3.42198e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170160 members 
Mstep: Class 2 contains 172702 members 
Entering Unmasked Estep 
Score: -34220708.000000 Penalty: 6321.561035
	Iteration 14Q: 3 clusters Score -3.422071e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172923 members 
Mstep: Class 2 contains 169939 members 
Entering Unmasked Estep 
Score: -34221516.000000 Penalty: 6321.561035
	Iteration 15Q: 3 clusters Score -3.422152e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175892 members 
Mstep: Class 2 contains 166970 members 
Entering Unmasked Estep 
Score: -34222336.000000 Penalty: 6321.561035
	Iteration 16Q: 3 clusters Score -3.422234e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179051 members 
Mstep: Class 2 contains 163811 members 
Entering Unmasked Estep 
Score: -34223236.000000 Penalty: 6321.561035
	Iteration 17Q: 3 clusters Score -3.422324e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182170 members 
Mstep: Class 2 contains 160692 members 
Entering Unmasked Estep 
Score: -34224128.000000 Penalty: 6321.561035
	Iteration 18Q: 3 clusters Score -3.422413e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185337 members 
Mstep: Class 2 contains 157525 members 
Entering Unmasked Estep 
Score: -34224988.000000 Penalty: 6321.561035
	Iteration 19Q: 3 clusters Score -3.422499e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188577 members 
Mstep: Class 2 contains 154285 members 
Entering Unmasked Estep 
Score: -34225708.000000 Penalty: 6321.561035
	Iteration 20F: 3 clusters Score -3.422571e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191844 members 
Mstep: Class 2 contains 151018 members 
Entering Unmasked Estep 
Score: -34226392.000000 Penalty: 6321.561035
	Iteration 21Q: 3 clusters Score -3.422639e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195144 members 
Mstep: Class 2 contains 147718 members 
Entering Unmasked Estep 
Score: -34227200.000000 Penalty: 6321.561035
	Iteration 22Q: 3 clusters Score -3.42272e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198524 members 
Mstep: Class 2 contains 144338 members 
Entering Unmasked Estep 
Score: -34227856.000000 Penalty: 6321.561035
	Iteration 23Q: 3 clusters Score -3.422786e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201971 members 
Mstep: Class 2 contains 140891 members 
Entering Unmasked Estep 
Score: -34228720.000000 Penalty: 6321.561035
	Iteration 24Q: 3 clusters Score -3.422872e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205386 members 
Mstep: Class 2 contains 137476 members 
Entering Unmasked Estep 
Score: -34229032.000000 Penalty: 6321.561035
	Iteration 25Q: 3 clusters Score -3.422903e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208785 members 
Mstep: Class 2 contains 134077 members 
Entering Unmasked Estep 
Score: -34229616.000000 Penalty: 6321.561035
	Iteration 26Q: 3 clusters Score -3.422962e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212083 members 
Mstep: Class 2 contains 130779 members 
Entering Unmasked Estep 
Score: -34230100.000000 Penalty: 6321.561035
	Iteration 27Q: 3 clusters Score -3.42301e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215230 members 
Mstep: Class 2 contains 127632 members 
Entering Unmasked Estep 
Score: -34230760.000000 Penalty: 6321.561035
	Iteration 28Q: 3 clusters Score -3.423076e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218341 members 
Mstep: Class 2 contains 124521 members 
Entering Unmasked Estep 
Score: -34231348.000000 Penalty: 6321.561035
	Iteration 29Q: 3 clusters Score -3.423135e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221408 members 
Mstep: Class 2 contains 121454 members 
Entering Unmasked Estep 
Score: -34231976.000000 Penalty: 6321.561035
	Iteration 30Q: 3 clusters Score -3.423198e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224525 members 
Mstep: Class 2 contains 118337 members 
Entering Unmasked Estep 
Score: -34232476.000000 Penalty: 6321.561035
	Iteration 31Q: 3 clusters Score -3.423248e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227543 members 
Mstep: Class 2 contains 115319 members 
Entering Unmasked Estep 
Score: -34233060.000000 Penalty: 6321.561035
	Iteration 32Q: 3 clusters Score -3.423306e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230523 members 
Mstep: Class 2 contains 112339 members 
Entering Unmasked Estep 
Score: -34233668.000000 Penalty: 6321.561035
	Iteration 33Q: 3 clusters Score -3.423367e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233483 members 
Mstep: Class 2 contains 109379 members 
Entering Unmasked Estep 
Score: -34234264.000000 Penalty: 6321.561035
	Iteration 34Q: 3 clusters Score -3.423426e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236463 members 
Mstep: Class 2 contains 106399 members 
Entering Unmasked Estep 
Score: -34234784.000000 Penalty: 6321.561035
	Iteration 35Q: 3 clusters Score -3.423478e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239370 members 
Mstep: Class 2 contains 103492 members 
Entering Unmasked Estep 
Score: -34235388.000000 Penalty: 6321.561035
	Iteration 36Q: 3 clusters Score -3.423539e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242199 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -34235912.000000 Penalty: 6321.561035
	Iteration 37Q: 3 clusters Score -3.423591e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244982 members 
Mstep: Class 2 contains 97880 members 
Entering Unmasked Estep 
Score: -34236480.000000 Penalty: 6321.561035
	Iteration 38Q: 3 clusters Score -3.423648e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247761 members 
Mstep: Class 2 contains 95101 members 
Entering Unmasked Estep 
Score: -34236956.000000 Penalty: 6321.561035
	Iteration 39Q: 3 clusters Score -3.423696e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250528 members 
Mstep: Class 2 contains 92334 members 
Entering Unmasked Estep 
Score: -34237680.000000 Penalty: 6321.561035
	Iteration 40F: 3 clusters Score -3.423768e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253388 members 
Mstep: Class 2 contains 89474 members 
Entering Unmasked Estep 
Score: -34238252.000000 Penalty: 6321.561035
	Iteration 41Q: 3 clusters Score -3.423825e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256289 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -34238684.000000 Penalty: 6321.561035
	Iteration 42Q: 3 clusters Score -3.423868e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259206 members 
Mstep: Class 2 contains 83656 members 
Entering Unmasked Estep 
Score: -34239372.000000 Penalty: 6321.561035
	Iteration 43Q: 3 clusters Score -3.423937e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262070 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -34240144.000000 Penalty: 6321.561035
	Iteration 44Q: 3 clusters Score -3.424014e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265025 members 
Mstep: Class 2 contains 77837 members 
Entering Unmasked Estep 
Score: -34241020.000000 Penalty: 6321.561035
	Iteration 45Q: 3 clusters Score -3.424102e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267934 members 
Mstep: Class 2 contains 74928 members 
Entering Unmasked Estep 
Score: -34241852.000000 Penalty: 6321.561035
	Iteration 46Q: 3 clusters Score -3.424185e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270806 members 
Mstep: Class 2 contains 72056 members 
Entering Unmasked Estep 
Score: -34242508.000000 Penalty: 6321.561035
	Iteration 47Q: 3 clusters Score -3.424251e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273593 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -34242884.000000 Penalty: 6321.561035
	Iteration 48Q: 3 clusters Score -3.424288e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276316 members 
Mstep: Class 2 contains 66546 members 
Entering Unmasked Estep 
Score: -34243456.000000 Penalty: 6321.561035
	Iteration 49Q: 3 clusters Score -3.424346e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279027 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -34244220.000000 Penalty: 6321.561035
	Iteration 50Q: 3 clusters Score -3.424422e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281673 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -34244848.000000 Penalty: 6321.561035
	Iteration 51Q: 3 clusters Score -3.424485e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284250 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -34245572.000000 Penalty: 6321.561035
	Iteration 52Q: 3 clusters Score -3.424557e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286834 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -34246376.000000 Penalty: 6321.561035
	Iteration 53Q: 3 clusters Score -3.424638e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289384 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -34247108.000000 Penalty: 6321.561035
	Iteration 54Q: 3 clusters Score -3.424711e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291850 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -34247604.000000 Penalty: 6321.561035
	Iteration 55Q: 3 clusters Score -3.42476e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294255 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -34248256.000000 Penalty: 6321.561035
	Iteration 56Q: 3 clusters Score -3.424826e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296636 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -34248944.000000 Penalty: 6321.561035
	Iteration 57Q: 3 clusters Score -3.424894e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298897 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -34249612.000000 Penalty: 6321.561035
	Iteration 58Q: 3 clusters Score -3.424961e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301196 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -34250140.000000 Penalty: 6321.561035
	Iteration 59Q: 3 clusters Score -3.425014e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303433 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -34250508.000000 Penalty: 6321.561035
	Iteration 60F: 3 clusters Score -3.425051e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305701 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -34251272.000000 Penalty: 6321.561035
	Iteration 61Q: 3 clusters Score -3.425127e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307899 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -34251740.000000 Penalty: 6321.561035
	Iteration 62Q: 3 clusters Score -3.425174e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310032 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -34252276.000000 Penalty: 6321.561035
	Iteration 63Q: 3 clusters Score -3.425228e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312180 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -34252664.000000 Penalty: 6321.561035
	Iteration 64Q: 3 clusters Score -3.425266e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314306 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -34253184.000000 Penalty: 6321.561035
	Iteration 65Q: 3 clusters Score -3.425318e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316400 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -34253864.000000 Penalty: 6321.561035
	Iteration 66Q: 3 clusters Score -3.425386e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318465 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -34254756.000000 Penalty: 6321.561035
	Iteration 67Q: 3 clusters Score -3.425476e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320441 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -34255960.000000 Penalty: 6321.561035
	Iteration 68Q: 3 clusters Score -3.425596e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322298 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -34256908.000000 Penalty: 6321.561035
	Iteration 69Q: 3 clusters Score -3.425691e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324034 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -34257896.000000 Penalty: 6321.561035
	Iteration 70Q: 3 clusters Score -3.42579e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325684 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -34258724.000000 Penalty: 6321.561035
	Iteration 71Q: 3 clusters Score -3.425872e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327205 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -34259384.000000 Penalty: 6321.561035
	Iteration 72Q: 3 clusters Score -3.425938e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328642 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -34259936.000000 Penalty: 6321.561035
	Iteration 73Q: 3 clusters Score -3.425994e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329916 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -34260308.000000 Penalty: 6321.561035
	Iteration 74Q: 3 clusters Score -3.426031e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331091 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -34260508.000000 Penalty: 6321.561035
	Iteration 75Q: 3 clusters Score -3.426051e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332125 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -34260712.000000 Penalty: 6321.561035
	Iteration 76Q: 3 clusters Score -3.426071e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333061 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -34260816.000000 Penalty: 6321.561035
	Iteration 77Q: 3 clusters Score -3.426082e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333929 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -34260916.000000 Penalty: 6321.561035
	Iteration 78Q: 3 clusters Score -3.426092e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334714 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -34260896.000000 Penalty: 6321.561035
	Iteration 79Q: 3 clusters Score -3.42609e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335402 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -34260984.000000 Penalty: 6321.561035
	Iteration 80F: 3 clusters Score -3.426098e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335986 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -34260808.000000 Penalty: 6321.561035
	Iteration 81Q: 3 clusters Score -3.426081e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336494 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -34260688.000000 Penalty: 6321.561035
	Iteration 82Q: 3 clusters Score -3.426069e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336921 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -34260684.000000 Penalty: 6321.561035
	Iteration 83Q: 3 clusters Score -3.426068e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337297 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -34260672.000000 Penalty: 6321.561035
	Iteration 84Q: 3 clusters Score -3.426067e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337631 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -34260700.000000 Penalty: 6321.561035
	Iteration 85Q: 3 clusters Score -3.42607e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337922 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -34260676.000000 Penalty: 6321.561035
	Iteration 86Q: 3 clusters Score -3.426068e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338158 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -34260608.000000 Penalty: 6321.561035
	Iteration 87Q: 3 clusters Score -3.426061e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338378 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -34260652.000000 Penalty: 6321.561035
	Iteration 88Q: 3 clusters Score -3.426065e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338571 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -34260596.000000 Penalty: 6321.561035
	Iteration 89Q: 3 clusters Score -3.42606e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338745 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -34260612.000000 Penalty: 6321.561035
	Iteration 90Q: 3 clusters Score -3.426061e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338875 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -34260580.000000 Penalty: 6321.561035
	Iteration 91Q: 3 clusters Score -3.426058e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338975 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -34260528.000000 Penalty: 6321.561035
	Iteration 92Q: 3 clusters Score -3.426053e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339072 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -34260540.000000 Penalty: 6321.561035
	Iteration 93Q: 3 clusters Score -3.426054e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339158 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -34260564.000000 Penalty: 6321.561035
	Iteration 94Q: 3 clusters Score -3.426056e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339237 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -34260536.000000 Penalty: 6321.561035
	Iteration 95Q: 3 clusters Score -3.426054e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339317 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -34260516.000000 Penalty: 6321.561035
	Iteration 96Q: 3 clusters Score -3.426052e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339370 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -34260528.000000 Penalty: 6321.561035
	Iteration 97Q: 3 clusters Score -3.426053e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339417 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -34260468.000000 Penalty: 6321.561035
	Iteration 98Q: 3 clusters Score -3.426047e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339455 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -34260460.000000 Penalty: 6321.561035
	Iteration 99Q: 3 clusters Score -3.426046e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339481 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -34260464.000000 Penalty: 6321.561035
	Iteration 100F: 3 clusters Score -3.426046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339514 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -34260456.000000 Penalty: 6321.561035
	Iteration 101Q: 3 clusters Score -3.426046e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339552 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -34260432.000000 Penalty: 6321.561035
	Iteration 102Q: 3 clusters Score -3.426043e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339593 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -34260460.000000 Penalty: 6321.561035
	Iteration 103Q: 3 clusters Score -3.426046e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339633 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -34260436.000000 Penalty: 6321.561035
	Iteration 104Q: 3 clusters Score -3.426044e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339663 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -34260452.000000 Penalty: 6321.561035
	Iteration 105Q: 3 clusters Score -3.426045e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339690 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -34260436.000000 Penalty: 6321.561035
	Iteration 106Q: 3 clusters Score -3.426044e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339716 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -34260428.000000 Penalty: 6321.561035
	Iteration 107Q: 3 clusters Score -3.426043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339738 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -34260392.000000 Penalty: 6321.561035
	Iteration 108Q: 3 clusters Score -3.426039e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339762 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -34260408.000000 Penalty: 6321.561035
	Iteration 109Q: 3 clusters Score -3.426041e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339796 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -34260384.000000 Penalty: 6321.561035
	Iteration 110Q: 3 clusters Score -3.426038e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339827 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -34260408.000000 Penalty: 6321.561035
	Iteration 111Q: 3 clusters Score -3.426041e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339853 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -34260400.000000 Penalty: 6321.561035
	Iteration 112Q: 3 clusters Score -3.42604e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339882 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -34260404.000000 Penalty: 6321.561035
	Iteration 113Q: 3 clusters Score -3.42604e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339905 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -34260384.000000 Penalty: 6321.561035
	Iteration 114Q: 3 clusters Score -3.426038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339931 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -34260388.000000 Penalty: 6321.561035
	Iteration 115Q: 3 clusters Score -3.426039e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339965 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -34260396.000000 Penalty: 6321.561035
	Iteration 116Q: 3 clusters Score -3.42604e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339989 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -34260416.000000 Penalty: 6321.561035
	Iteration 117Q: 3 clusters Score -3.426042e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340011 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -34260404.000000 Penalty: 6321.561035
	Iteration 118Q: 3 clusters Score -3.42604e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340031 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -34260396.000000 Penalty: 6321.561035
	Iteration 119Q: 3 clusters Score -3.42604e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340049 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -34260416.000000 Penalty: 6321.561035
	Iteration 120F: 3 clusters Score -3.426042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340073 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -34260380.000000 Penalty: 6321.561035
	Iteration 121Q: 3 clusters Score -3.426038e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340102 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -34260364.000000 Penalty: 6321.561035
	Iteration 122Q: 3 clusters Score -3.426036e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340120 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -34260360.000000 Penalty: 6321.561035
	Iteration 123Q: 3 clusters Score -3.426036e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340137 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -34260380.000000 Penalty: 6321.561035
	Iteration 124Q: 3 clusters Score -3.426038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340160 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -34260380.000000 Penalty: 6321.561035
	Iteration 125Q: 3 clusters Score -3.426038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340177 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -34260368.000000 Penalty: 6321.561035
	Iteration 126Q: 3 clusters Score -3.426037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340190 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -34260408.000000 Penalty: 6321.561035
	Iteration 127Q: 3 clusters Score -3.426041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340204 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -34260372.000000 Penalty: 6321.561035
	Iteration 128Q: 3 clusters Score -3.426037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340219 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -34260364.000000 Penalty: 6321.561035
	Iteration 129Q: 3 clusters Score -3.426036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340234 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -34260360.000000 Penalty: 6321.561035
	Iteration 130Q: 3 clusters Score -3.426036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340243 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -34260356.000000 Penalty: 6321.561035
	Iteration 131Q: 3 clusters Score -3.426036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340247 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -34260352.000000 Penalty: 6321.561035
	Iteration 132Q: 3 clusters Score -3.426035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340252 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -34260320.000000 Penalty: 6321.561035
	Iteration 133Q: 3 clusters Score -3.426032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340260 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -34260324.000000 Penalty: 6321.561035
	Iteration 134Q: 3 clusters Score -3.426032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340270 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -34260344.000000 Penalty: 6321.561035
	Iteration 135Q: 3 clusters Score -3.426034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340281 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -34260356.000000 Penalty: 6321.561035
	Iteration 136Q: 3 clusters Score -3.426036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340292 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -34260352.000000 Penalty: 6321.561035
	Iteration 137Q: 3 clusters Score -3.426035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340305 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -34260356.000000 Penalty: 6321.561035
	Iteration 138Q: 3 clusters Score -3.426036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340313 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -34260340.000000 Penalty: 6321.561035
	Iteration 139Q: 3 clusters Score -3.426034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340324 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -34260336.000000 Penalty: 6321.561035
	Iteration 140F: 3 clusters Score -3.426034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340329 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -34260340.000000 Penalty: 6321.561035
	Iteration 141Q: 3 clusters Score -3.426034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340335 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -34260340.000000 Penalty: 6321.561035
	Iteration 142Q: 3 clusters Score -3.426034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340344 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -34260352.000000 Penalty: 6321.561035
	Iteration 143Q: 3 clusters Score -3.426035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340351 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -34260360.000000 Penalty: 6321.561035
	Iteration 144Q: 3 clusters Score -3.426036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340357 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -34260364.000000 Penalty: 6321.561035
	Iteration 145Q: 3 clusters Score -3.426036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340367 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -34260364.000000 Penalty: 6321.561035
	Iteration 146Q: 3 clusters Score -3.426036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340377 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -34260364.000000 Penalty: 6321.561035
	Iteration 147Q: 3 clusters Score -3.426036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340382 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -34260380.000000 Penalty: 6321.561035
	Iteration 148Q: 3 clusters Score -3.426038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340382 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -34260380.000000 Penalty: 6321.561035
	Iteration 149F: 3 clusters Score -3.426038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -280680.843750 Penalty: 1968.911377
	Iteration 0F: 2 clusters Score -280680.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -277523.406250 Penalty: 3937.822754
	Iteration 0F: 3 clusters Score -277523.4 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -278099.187500 Penalty: 3937.822754
	Iteration 1F: 3 clusters Score -278099.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -278267.875000 Penalty: 3937.822754
	Iteration 2F: 3 clusters Score -278267.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -278355.750000 Penalty: 3937.822754
	Iteration 3Q: 3 clusters Score -278355.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -278408.968750 Penalty: 3937.822754
	Iteration 4Q: 3 clusters Score -278409 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -278453.000000 Penalty: 3937.822754
	Iteration 5Q: 3 clusters Score -278453 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -278480.500000 Penalty: 3937.822754
	Iteration 6Q: 3 clusters Score -278480.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -278499.000000 Penalty: 3937.822754
	Iteration 7Q: 3 clusters Score -278499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -278511.937500 Penalty: 3937.822754
	Iteration 8Q: 3 clusters Score -278511.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -278518.500000 Penalty: 3937.822754
	Iteration 9Q: 3 clusters Score -278518.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -278521.281250 Penalty: 3937.822754
	Iteration 10Q: 3 clusters Score -278521.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -278523.500000 Penalty: 3937.822754
	Iteration 11Q: 3 clusters Score -278523.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -278526.687500 Penalty: 3937.822754
	Iteration 12Q: 3 clusters Score -278526.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -278528.843750 Penalty: 3937.822754
	Iteration 13Q: 3 clusters Score -278528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -278529.468750 Penalty: 3937.822754
	Iteration 14Q: 3 clusters Score -278529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -278529.218750 Penalty: 3937.822754
	Iteration 15Q: 3 clusters Score -278529.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -278529.218750 Penalty: 3937.822754
	Iteration 16F: 3 clusters Score -278529.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Entering Unmasked Estep 
Score: -1874303.000000 Penalty: 2443.956787
	Iteration 0F: 2 clusters Score -1874303 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 9483 members 
Entering Unmasked Estep 
Score: -1860809.375000 Penalty: 4887.913574
	Iteration 0F: 3 clusters Score -1860809 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1865171.875000 Penalty: 4887.913574
	Iteration 1F: 3 clusters Score -1865172 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1865521.000000 Penalty: 4887.913574
	Iteration 2F: 3 clusters Score -1865521 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1865775.875000 Penalty: 4887.913574
	Iteration 3Q: 3 clusters Score -1865776 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1865997.625000 Penalty: 4887.913574
	Iteration 4Q: 3 clusters Score -1865998 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1866218.625000 Penalty: 4887.913574
	Iteration 5Q: 3 clusters Score -1866219 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1866451.625000 Penalty: 4887.913574
	Iteration 6Q: 3 clusters Score -1866452 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1866693.875000 Penalty: 4887.913574
	Iteration 7Q: 3 clusters Score -1866694 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1866952.125000 Penalty: 4887.913574
	Iteration 8Q: 3 clusters Score -1866952 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1867230.125000 Penalty: 4887.913574
	Iteration 9Q: 3 clusters Score -1867230 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1867489.500000 Penalty: 4887.913574
	Iteration 10Q: 3 clusters Score -1867490 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1867810.125000 Penalty: 4887.913574
	Iteration 11Q: 3 clusters Score -1867810 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1868211.875000 Penalty: 4887.913574
	Iteration 12Q: 3 clusters Score -1868212 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1868675.125000 Penalty: 4887.913574
	Iteration 13Q: 3 clusters Score -1868675 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1869172.000000 Penalty: 4887.913574
	Iteration 14Q: 3 clusters Score -1869172 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1869618.000000 Penalty: 4887.913574
	Iteration 15Q: 3 clusters Score -1869618 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1869974.375000 Penalty: 4887.913574
	Iteration 16Q: 3 clusters Score -1869974 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1870233.250000 Penalty: 4887.913574
	Iteration 17Q: 3 clusters Score -1870233 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1870433.500000 Penalty: 4887.913574
	Iteration 18Q: 3 clusters Score -1870434 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1870611.125000 Penalty: 4887.913574
	Iteration 19Q: 3 clusters Score -1870611 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1870791.500000 Penalty: 4887.913574
	Iteration 20F: 3 clusters Score -1870792 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1870986.750000 Penalty: 4887.913574
	Iteration 21Q: 3 clusters Score -1870987 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1871156.875000 Penalty: 4887.913574
	Iteration 22Q: 3 clusters Score -1871157 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1871327.125000 Penalty: 4887.913574
	Iteration 23Q: 3 clusters Score -1871327 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1871444.750000 Penalty: 4887.913574
	Iteration 24Q: 3 clusters Score -1871445 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1871560.125000 Penalty: 4887.913574
	Iteration 25Q: 3 clusters Score -1871560 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1871656.125000 Penalty: 4887.913574
	Iteration 26Q: 3 clusters Score -1871656 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1871726.000000 Penalty: 4887.913574
	Iteration 27Q: 3 clusters Score -1871726 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1871794.625000 Penalty: 4887.913574
	Iteration 28Q: 3 clusters Score -1871795 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1871850.375000 Penalty: 4887.913574
	Iteration 29Q: 3 clusters Score -1871850 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1871896.125000 Penalty: 4887.913574
	Iteration 30Q: 3 clusters Score -1871896 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1871934.250000 Penalty: 4887.913574
	Iteration 31Q: 3 clusters Score -1871934 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1871985.250000 Penalty: 4887.913574
	Iteration 32Q: 3 clusters Score -1871985 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1872017.125000 Penalty: 4887.913574
	Iteration 33Q: 3 clusters Score -1872017 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1872039.625000 Penalty: 4887.913574
	Iteration 34Q: 3 clusters Score -1872040 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1872060.875000 Penalty: 4887.913574
	Iteration 35Q: 3 clusters Score -1872061 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1872074.000000 Penalty: 4887.913574
	Iteration 36Q: 3 clusters Score -1872074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1872093.250000 Penalty: 4887.913574
	Iteration 37Q: 3 clusters Score -1872093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1872094.750000 Penalty: 4887.913574
	Iteration 38Q: 3 clusters Score -1872095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1872103.625000 Penalty: 4887.913574
	Iteration 39Q: 3 clusters Score -1872104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1872115.250000 Penalty: 4887.913574
	Iteration 40F: 3 clusters Score -1872115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1872115.375000 Penalty: 4887.913574
	Iteration 41Q: 3 clusters Score -1872115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1872124.875000 Penalty: 4887.913574
	Iteration 42Q: 3 clusters Score -1872125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1872127.250000 Penalty: 4887.913574
	Iteration 43Q: 3 clusters Score -1872127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1872133.125000 Penalty: 4887.913574
	Iteration 44Q: 3 clusters Score -1872133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1872141.250000 Penalty: 4887.913574
	Iteration 45Q: 3 clusters Score -1872141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1872145.500000 Penalty: 4887.913574
	Iteration 46Q: 3 clusters Score -1872146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1872151.750000 Penalty: 4887.913574
	Iteration 47Q: 3 clusters Score -1872152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1872155.000000 Penalty: 4887.913574
	Iteration 48Q: 3 clusters Score -1872155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1872158.500000 Penalty: 4887.913574
	Iteration 49Q: 3 clusters Score -1872158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1872163.375000 Penalty: 4887.913574
	Iteration 50Q: 3 clusters Score -1872163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1872165.875000 Penalty: 4887.913574
	Iteration 51Q: 3 clusters Score -1872166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1872166.000000 Penalty: 4887.913574
	Iteration 52Q: 3 clusters Score -1872166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1872167.875000 Penalty: 4887.913574
	Iteration 53Q: 3 clusters Score -1872168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1872174.250000 Penalty: 4887.913574
	Iteration 54Q: 3 clusters Score -1872174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1872172.500000 Penalty: 4887.913574
	Iteration 55Q: 3 clusters Score -1872172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1872175.625000 Penalty: 4887.913574
	Iteration 56Q: 3 clusters Score -1872176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1872179.500000 Penalty: 4887.913574
	Iteration 57Q: 3 clusters Score -1872180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1872182.125000 Penalty: 4887.913574
	Iteration 58Q: 3 clusters Score -1872182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1872182.500000 Penalty: 4887.913574
	Iteration 59Q: 3 clusters Score -1872182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1872189.250000 Penalty: 4887.913574
	Iteration 60F: 3 clusters Score -1872189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1872192.375000 Penalty: 4887.913574
	Iteration 61Q: 3 clusters Score -1872192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1872193.375000 Penalty: 4887.913574
	Iteration 62Q: 3 clusters Score -1872193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1872193.250000 Penalty: 4887.913574
	Iteration 63Q: 3 clusters Score -1872193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1872193.875000 Penalty: 4887.913574
	Iteration 64Q: 3 clusters Score -1872194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1872193.625000 Penalty: 4887.913574
	Iteration 65Q: 3 clusters Score -1872194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1872196.500000 Penalty: 4887.913574
	Iteration 66Q: 3 clusters Score -1872196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1872201.125000 Penalty: 4887.913574
	Iteration 67Q: 3 clusters Score -1872201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1872200.125000 Penalty: 4887.913574
	Iteration 68Q: 3 clusters Score -1872200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1872203.125000 Penalty: 4887.913574
	Iteration 69Q: 3 clusters Score -1872203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1872202.250000 Penalty: 4887.913574
	Iteration 70Q: 3 clusters Score -1872202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1872202.875000 Penalty: 4887.913574
	Iteration 71Q: 3 clusters Score -1872203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1872204.000000 Penalty: 4887.913574
	Iteration 72Q: 3 clusters Score -1872204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1872204.625000 Penalty: 4887.913574
	Iteration 73Q: 3 clusters Score -1872205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1872205.875000 Penalty: 4887.913574
	Iteration 74Q: 3 clusters Score -1872206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1872207.750000 Penalty: 4887.913574
	Iteration 75Q: 3 clusters Score -1872208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1872208.250000 Penalty: 4887.913574
	Iteration 76Q: 3 clusters Score -1872208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1872206.500000 Penalty: 4887.913574
	Iteration 77Q: 3 clusters Score -1872206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1872206.250000 Penalty: 4887.913574
	Iteration 78Q: 3 clusters Score -1872206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1872206.125000 Penalty: 4887.913574
	Iteration 79Q: 3 clusters Score -1872206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1872205.875000 Penalty: 4887.913574
	Iteration 80F: 3 clusters Score -1872206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Entering Unmasked Estep 
Score: -289100.375000 Penalty: 1993.150391
	Iteration 0F: 2 clusters Score -289100.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -285776.968750 Penalty: 3986.300781
	Iteration 0F: 3 clusters Score -285777 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -286397.843750 Penalty: 3986.300781
	Iteration 1F: 3 clusters Score -286397.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -286580.500000 Penalty: 3986.300781
	Iteration 2F: 3 clusters Score -286580.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -286724.187500 Penalty: 3986.300781
	Iteration 3F: 3 clusters Score -286724.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -286832.406250 Penalty: 3986.300781
	Iteration 4Q: 3 clusters Score -286832.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -286935.000000 Penalty: 3986.300781
	Iteration 5Q: 3 clusters Score -286935 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -287076.781250 Penalty: 3986.300781
	Iteration 6Q: 3 clusters Score -287076.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -287237.218750 Penalty: 3986.300781
	Iteration 7Q: 3 clusters Score -287237.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -287425.531250 Penalty: 3986.300781
	Iteration 8Q: 3 clusters Score -287425.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -287587.531250 Penalty: 3986.300781
	Iteration 9Q: 3 clusters Score -287587.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -287712.781250 Penalty: 3986.300781
	Iteration 10Q: 3 clusters Score -287712.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -287805.937500 Penalty: 3986.300781
	Iteration 11Q: 3 clusters Score -287805.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -287888.843750 Penalty: 3986.300781
	Iteration 12Q: 3 clusters Score -287888.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -287951.437500 Penalty: 3986.300781
	Iteration 13Q: 3 clusters Score -287951.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -287995.312500 Penalty: 3986.300781
	Iteration 14Q: 3 clusters Score -287995.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -288038.156250 Penalty: 3986.300781
	Iteration 15Q: 3 clusters Score -288038.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -288097.156250 Penalty: 3986.300781
	Iteration 16Q: 3 clusters Score -288097.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -288148.218750 Penalty: 3986.300781
	Iteration 17Q: 3 clusters Score -288148.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -288199.218750 Penalty: 3986.300781
	Iteration 18Q: 3 clusters Score -288199.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -288241.281250 Penalty: 3986.300781
	Iteration 19Q: 3 clusters Score -288241.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -288267.843750 Penalty: 3986.300781
	Iteration 20F: 3 clusters Score -288267.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -288291.531250 Penalty: 3986.300781
	Iteration 21Q: 3 clusters Score -288291.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -288306.312500 Penalty: 3986.300781
	Iteration 22Q: 3 clusters Score -288306.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -288317.562500 Penalty: 3986.300781
	Iteration 23Q: 3 clusters Score -288317.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -288326.343750 Penalty: 3986.300781
	Iteration 24Q: 3 clusters Score -288326.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -288329.000000 Penalty: 3986.300781
	Iteration 25Q: 3 clusters Score -288329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -288330.312500 Penalty: 3986.300781
	Iteration 26Q: 3 clusters Score -288330.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -288331.156250 Penalty: 3986.300781
	Iteration 27Q: 3 clusters Score -288331.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -288331.156250 Penalty: 3986.300781
	Iteration 28F: 3 clusters Score -288331.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Entering Unmasked Estep 
Score: -388321.781250 Penalty: 2035.435791
	Iteration 0F: 2 clusters Score -388321.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -384676.375000 Penalty: 4070.871582
	Iteration 0F: 3 clusters Score -384676.4 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -385394.625000 Penalty: 4070.871582
	Iteration 1F: 3 clusters Score -385394.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -385562.937500 Penalty: 4070.871582
	Iteration 2F: 3 clusters Score -385562.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -385683.375000 Penalty: 4070.871582
	Iteration 3F: 3 clusters Score -385683.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -385763.156250 Penalty: 4070.871582
	Iteration 4Q: 3 clusters Score -385763.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -385814.500000 Penalty: 4070.871582
	Iteration 5Q: 3 clusters Score -385814.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -385862.281250 Penalty: 4070.871582
	Iteration 6Q: 3 clusters Score -385862.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -385898.593750 Penalty: 4070.871582
	Iteration 7Q: 3 clusters Score -385898.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -385919.531250 Penalty: 4070.871582
	Iteration 8Q: 3 clusters Score -385919.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -385935.000000 Penalty: 4070.871582
	Iteration 9Q: 3 clusters Score -385935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -385946.375000 Penalty: 4070.871582
	Iteration 10Q: 3 clusters Score -385946.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -385955.250000 Penalty: 4070.871582
	Iteration 11Q: 3 clusters Score -385955.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -385960.218750 Penalty: 4070.871582
	Iteration 12Q: 3 clusters Score -385960.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -385967.625000 Penalty: 4070.871582
	Iteration 13Q: 3 clusters Score -385967.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -385971.812500 Penalty: 4070.871582
	Iteration 14Q: 3 clusters Score -385971.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -385975.875000 Penalty: 4070.871582
	Iteration 15Q: 3 clusters Score -385975.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -385978.375000 Penalty: 4070.871582
	Iteration 16Q: 3 clusters Score -385978.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -385981.406250 Penalty: 4070.871582
	Iteration 17Q: 3 clusters Score -385981.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -385983.843750 Penalty: 4070.871582
	Iteration 18Q: 3 clusters Score -385983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -385984.312500 Penalty: 4070.871582
	Iteration 19Q: 3 clusters Score -385984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -385984.468750 Penalty: 4070.871582
	Iteration 20F: 3 clusters Score -385984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -385984.687500 Penalty: 4070.871582
	Iteration 21Q: 3 clusters Score -385984.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -385985.093750 Penalty: 4070.871582
	Iteration 22Q: 3 clusters Score -385985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -385985.406250 Penalty: 4070.871582
	Iteration 23Q: 3 clusters Score -385985.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -385985.750000 Penalty: 4070.871582
	Iteration 24Q: 3 clusters Score -385985.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -385987.531250 Penalty: 4070.871582
	Iteration 25Q: 3 clusters Score -385987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -385990.187500 Penalty: 4070.871582
	Iteration 26Q: 3 clusters Score -385990.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -385992.625000 Penalty: 4070.871582
	Iteration 27Q: 3 clusters Score -385992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -385995.687500 Penalty: 4070.871582
	Iteration 28Q: 3 clusters Score -385995.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -385999.718750 Penalty: 4070.871582
	Iteration 29Q: 3 clusters Score -385999.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -386006.000000 Penalty: 4070.871582
	Iteration 30Q: 3 clusters Score -386006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -386013.781250 Penalty: 4070.871582
	Iteration 31Q: 3 clusters Score -386013.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -386023.625000 Penalty: 4070.871582
	Iteration 32Q: 3 clusters Score -386023.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -386032.875000 Penalty: 4070.871582
	Iteration 33Q: 3 clusters Score -386032.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -386041.718750 Penalty: 4070.871582
	Iteration 34Q: 3 clusters Score -386041.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -386046.968750 Penalty: 4070.871582
	Iteration 35Q: 3 clusters Score -386047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -386051.843750 Penalty: 4070.871582
	Iteration 36Q: 3 clusters Score -386051.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -386056.343750 Penalty: 4070.871582
	Iteration 37Q: 3 clusters Score -386056.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -386063.562500 Penalty: 4070.871582
	Iteration 38Q: 3 clusters Score -386063.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -386067.750000 Penalty: 4070.871582
	Iteration 39Q: 3 clusters Score -386067.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -386072.937500 Penalty: 4070.871582
	Iteration 40F: 3 clusters Score -386072.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -386080.687500 Penalty: 4070.871582
	Iteration 41Q: 3 clusters Score -386080.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -386086.625000 Penalty: 4070.871582
	Iteration 42Q: 3 clusters Score -386086.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -386092.031250 Penalty: 4070.871582
	Iteration 43Q: 3 clusters Score -386092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -386098.375000 Penalty: 4070.871582
	Iteration 44Q: 3 clusters Score -386098.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -386104.843750 Penalty: 4070.871582
	Iteration 45Q: 3 clusters Score -386104.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -386109.906250 Penalty: 4070.871582
	Iteration 46Q: 3 clusters Score -386109.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -386114.625000 Penalty: 4070.871582
	Iteration 47Q: 3 clusters Score -386114.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -386120.968750 Penalty: 4070.871582
	Iteration 48Q: 3 clusters Score -386121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -386126.031250 Penalty: 4070.871582
	Iteration 49Q: 3 clusters Score -386126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -386129.562500 Penalty: 4070.871582
	Iteration 50Q: 3 clusters Score -386129.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -386133.312500 Penalty: 4070.871582
	Iteration 51Q: 3 clusters Score -386133.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -386138.062500 Penalty: 4070.871582
	Iteration 52Q: 3 clusters Score -386138.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -386141.718750 Penalty: 4070.871582
	Iteration 53Q: 3 clusters Score -386141.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -386144.281250 Penalty: 4070.871582
	Iteration 54Q: 3 clusters Score -386144.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -386148.375000 Penalty: 4070.871582
	Iteration 55Q: 3 clusters Score -386148.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -386154.718750 Penalty: 4070.871582
	Iteration 56Q: 3 clusters Score -386154.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -386161.218750 Penalty: 4070.871582
	Iteration 57Q: 3 clusters Score -386161.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -386165.343750 Penalty: 4070.871582
	Iteration 58Q: 3 clusters Score -386165.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -386168.250000 Penalty: 4070.871582
	Iteration 59Q: 3 clusters Score -386168.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -386168.718750 Penalty: 4070.871582
	Iteration 60F: 3 clusters Score -386168.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -386169.000000 Penalty: 4070.871582
	Iteration 61Q: 3 clusters Score -386169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -386170.343750 Penalty: 4070.871582
	Iteration 62Q: 3 clusters Score -386170.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -386170.281250 Penalty: 4070.871582
	Iteration 63Q: 3 clusters Score -386170.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -386171.531250 Penalty: 4070.871582
	Iteration 64Q: 3 clusters Score -386171.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -386172.250000 Penalty: 4070.871582
	Iteration 65Q: 3 clusters Score -386172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -386172.875000 Penalty: 4070.871582
	Iteration 66Q: 3 clusters Score -386172.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -386173.187500 Penalty: 4070.871582
	Iteration 67Q: 3 clusters Score -386173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -386173.843750 Penalty: 4070.871582
	Iteration 68Q: 3 clusters Score -386173.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -386175.093750 Penalty: 4070.871582
	Iteration 69Q: 3 clusters Score -386175.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -386175.718750 Penalty: 4070.871582
	Iteration 70Q: 3 clusters Score -386175.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -386177.437500 Penalty: 4070.871582
	Iteration 71Q: 3 clusters Score -386177.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -386180.562500 Penalty: 4070.871582
	Iteration 72Q: 3 clusters Score -386180.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -386183.125000 Penalty: 4070.871582
	Iteration 73Q: 3 clusters Score -386183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -386184.812500 Penalty: 4070.871582
	Iteration 74Q: 3 clusters Score -386184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -386186.062500 Penalty: 4070.871582
	Iteration 75Q: 3 clusters Score -386186.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -386190.812500 Penalty: 4070.871582
	Iteration 76Q: 3 clusters Score -386190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -386191.500000 Penalty: 4070.871582
	Iteration 77Q: 3 clusters Score -386191.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -386193.562500 Penalty: 4070.871582
	Iteration 78Q: 3 clusters Score -386193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -386194.406250 Penalty: 4070.871582
	Iteration 79Q: 3 clusters Score -386194.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -386196.218750 Penalty: 4070.871582
	Iteration 80F: 3 clusters Score -386196.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -386196.781250 Penalty: 4070.871582
	Iteration 81Q: 3 clusters Score -386196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -386198.000000 Penalty: 4070.871582
	Iteration 82Q: 3 clusters Score -386198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -386199.500000 Penalty: 4070.871582
	Iteration 83Q: 3 clusters Score -386199.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -386201.156250 Penalty: 4070.871582
	Iteration 84Q: 3 clusters Score -386201.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -386202.687500 Penalty: 4070.871582
	Iteration 85Q: 3 clusters Score -386202.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -386205.968750 Penalty: 4070.871582
	Iteration 86Q: 3 clusters Score -386206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -386207.375000 Penalty: 4070.871582
	Iteration 87Q: 3 clusters Score -386207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -386208.031250 Penalty: 4070.871582
	Iteration 88Q: 3 clusters Score -386208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -386207.781250 Penalty: 4070.871582
	Iteration 89Q: 3 clusters Score -386207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -386209.281250 Penalty: 4070.871582
	Iteration 90Q: 3 clusters Score -386209.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -386209.500000 Penalty: 4070.871582
	Iteration 91Q: 3 clusters Score -386209.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -386209.500000 Penalty: 4070.871582
	Iteration 92F: 3 clusters Score -386209.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Entering Unmasked Estep 
Score: -387878.687500 Penalty: 2051.534180
	Iteration 0F: 2 clusters Score -387878.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -384065.937500 Penalty: 4103.068359
	Iteration 0F: 3 clusters Score -384065.9 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -384882.156250 Penalty: 4103.068359
	Iteration 1F: 3 clusters Score -384882.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -385040.125000 Penalty: 4103.068359
	Iteration 2F: 3 clusters Score -385040.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -385152.562500 Penalty: 4103.068359
	Iteration 3Q: 3 clusters Score -385152.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -385208.031250 Penalty: 4103.068359
	Iteration 4Q: 3 clusters Score -385208 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -385252.031250 Penalty: 4103.068359
	Iteration 5Q: 3 clusters Score -385252 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -385292.593750 Penalty: 4103.068359
	Iteration 6Q: 3 clusters Score -385292.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -385323.343750 Penalty: 4103.068359
	Iteration 7Q: 3 clusters Score -385323.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -385352.500000 Penalty: 4103.068359
	Iteration 8Q: 3 clusters Score -385352.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -385377.625000 Penalty: 4103.068359
	Iteration 9Q: 3 clusters Score -385377.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -385400.875000 Penalty: 4103.068359
	Iteration 10Q: 3 clusters Score -385400.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -385422.187500 Penalty: 4103.068359
	Iteration 11Q: 3 clusters Score -385422.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -385443.656250 Penalty: 4103.068359
	Iteration 12Q: 3 clusters Score -385443.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -385465.562500 Penalty: 4103.068359
	Iteration 13Q: 3 clusters Score -385465.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -385485.437500 Penalty: 4103.068359
	Iteration 14Q: 3 clusters Score -385485.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -385502.968750 Penalty: 4103.068359
	Iteration 15Q: 3 clusters Score -385503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -385518.281250 Penalty: 4103.068359
	Iteration 16Q: 3 clusters Score -385518.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -385538.281250 Penalty: 4103.068359
	Iteration 17Q: 3 clusters Score -385538.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -385562.625000 Penalty: 4103.068359
	Iteration 18Q: 3 clusters Score -385562.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -385593.781250 Penalty: 4103.068359
	Iteration 19Q: 3 clusters Score -385593.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -385627.218750 Penalty: 4103.068359
	Iteration 20F: 3 clusters Score -385627.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -385653.531250 Penalty: 4103.068359
	Iteration 21Q: 3 clusters Score -385653.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -385675.312500 Penalty: 4103.068359
	Iteration 22Q: 3 clusters Score -385675.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -385699.906250 Penalty: 4103.068359
	Iteration 23Q: 3 clusters Score -385699.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -385725.312500 Penalty: 4103.068359
	Iteration 24Q: 3 clusters Score -385725.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -385752.343750 Penalty: 4103.068359
	Iteration 25Q: 3 clusters Score -385752.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -385789.437500 Penalty: 4103.068359
	Iteration 26Q: 3 clusters Score -385789.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -385824.437500 Penalty: 4103.068359
	Iteration 27Q: 3 clusters Score -385824.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -385869.437500 Penalty: 4103.068359
	Iteration 28Q: 3 clusters Score -385869.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -385914.000000 Penalty: 4103.068359
	Iteration 29Q: 3 clusters Score -385914 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -385977.187500 Penalty: 4103.068359
	Iteration 30Q: 3 clusters Score -385977.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -386053.562500 Penalty: 4103.068359
	Iteration 31Q: 3 clusters Score -386053.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -386156.406250 Penalty: 4103.068359
	Iteration 32Q: 3 clusters Score -386156.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -386257.500000 Penalty: 4103.068359
	Iteration 33Q: 3 clusters Score -386257.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -386372.718750 Penalty: 4103.068359
	Iteration 34Q: 3 clusters Score -386372.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -386491.843750 Penalty: 4103.068359
	Iteration 35Q: 3 clusters Score -386491.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -386595.312500 Penalty: 4103.068359
	Iteration 36Q: 3 clusters Score -386595.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -386678.125000 Penalty: 4103.068359
	Iteration 37Q: 3 clusters Score -386678.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -386726.843750 Penalty: 4103.068359
	Iteration 38Q: 3 clusters Score -386726.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -386759.625000 Penalty: 4103.068359
	Iteration 39Q: 3 clusters Score -386759.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -386783.593750 Penalty: 4103.068359
	Iteration 40F: 3 clusters Score -386783.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -386802.500000 Penalty: 4103.068359
	Iteration 41Q: 3 clusters Score -386802.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -386824.218750 Penalty: 4103.068359
	Iteration 42Q: 3 clusters Score -386824.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -386850.562500 Penalty: 4103.068359
	Iteration 43Q: 3 clusters Score -386850.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -386868.843750 Penalty: 4103.068359
	Iteration 44Q: 3 clusters Score -386868.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -386898.437500 Penalty: 4103.068359
	Iteration 45Q: 3 clusters Score -386898.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -386937.250000 Penalty: 4103.068359
	Iteration 46Q: 3 clusters Score -386937.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -386974.218750 Penalty: 4103.068359
	Iteration 47Q: 3 clusters Score -386974.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -386991.468750 Penalty: 4103.068359
	Iteration 48Q: 3 clusters Score -386991.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -387000.937500 Penalty: 4103.068359
	Iteration 49Q: 3 clusters Score -387000.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -387007.062500 Penalty: 4103.068359
	Iteration 50Q: 3 clusters Score -387007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -387009.187500 Penalty: 4103.068359
	Iteration 51Q: 3 clusters Score -387009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -387010.250000 Penalty: 4103.068359
	Iteration 52Q: 3 clusters Score -387010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -387011.125000 Penalty: 4103.068359
	Iteration 53Q: 3 clusters Score -387011.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -387011.125000 Penalty: 4103.068359
	Iteration 54F: 3 clusters Score -387011.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Entering Unmasked Estep 
Score: -410140.750000 Penalty: 2063.893555
	Iteration 0F: 2 clusters Score -410140.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -406169.781250 Penalty: 4127.787109
	Iteration 0F: 3 clusters Score -406169.8 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -407065.437500 Penalty: 4127.787109
	Iteration 1F: 3 clusters Score -407065.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -407259.906250 Penalty: 4127.787109
	Iteration 2F: 3 clusters Score -407259.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -407361.312500 Penalty: 4127.787109
	Iteration 3Q: 3 clusters Score -407361.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -407431.687500 Penalty: 4127.787109
	Iteration 4Q: 3 clusters Score -407431.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -407472.187500 Penalty: 4127.787109
	Iteration 5Q: 3 clusters Score -407472.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -407503.468750 Penalty: 4127.787109
	Iteration 6Q: 3 clusters Score -407503.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -407526.156250 Penalty: 4127.787109
	Iteration 7Q: 3 clusters Score -407526.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -407547.125000 Penalty: 4127.787109
	Iteration 8Q: 3 clusters Score -407547.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -407567.312500 Penalty: 4127.787109
	Iteration 9Q: 3 clusters Score -407567.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -407584.000000 Penalty: 4127.787109
	Iteration 10Q: 3 clusters Score -407584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -407601.375000 Penalty: 4127.787109
	Iteration 11Q: 3 clusters Score -407601.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -407619.187500 Penalty: 4127.787109
	Iteration 12Q: 3 clusters Score -407619.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -407642.312500 Penalty: 4127.787109
	Iteration 13Q: 3 clusters Score -407642.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -407675.562500 Penalty: 4127.787109
	Iteration 14Q: 3 clusters Score -407675.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -407695.812500 Penalty: 4127.787109
	Iteration 15Q: 3 clusters Score -407695.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -407713.968750 Penalty: 4127.787109
	Iteration 16Q: 3 clusters Score -407714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -407736.500000 Penalty: 4127.787109
	Iteration 17Q: 3 clusters Score -407736.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -407756.125000 Penalty: 4127.787109
	Iteration 18Q: 3 clusters Score -407756.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -407782.562500 Penalty: 4127.787109
	Iteration 19Q: 3 clusters Score -407782.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -407805.562500 Penalty: 4127.787109
	Iteration 20F: 3 clusters Score -407805.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -407832.281250 Penalty: 4127.787109
	Iteration 21Q: 3 clusters Score -407832.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -407856.875000 Penalty: 4127.787109
	Iteration 22Q: 3 clusters Score -407856.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -407877.625000 Penalty: 4127.787109
	Iteration 23Q: 3 clusters Score -407877.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -407897.312500 Penalty: 4127.787109
	Iteration 24Q: 3 clusters Score -407897.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -407909.437500 Penalty: 4127.787109
	Iteration 25Q: 3 clusters Score -407909.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -407919.093750 Penalty: 4127.787109
	Iteration 26Q: 3 clusters Score -407919.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -407926.812500 Penalty: 4127.787109
	Iteration 27Q: 3 clusters Score -407926.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -407936.906250 Penalty: 4127.787109
	Iteration 28Q: 3 clusters Score -407936.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -407946.625000 Penalty: 4127.787109
	Iteration 29Q: 3 clusters Score -407946.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -407956.218750 Penalty: 4127.787109
	Iteration 30Q: 3 clusters Score -407956.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -407969.812500 Penalty: 4127.787109
	Iteration 31Q: 3 clusters Score -407969.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -407981.843750 Penalty: 4127.787109
	Iteration 32Q: 3 clusters Score -407981.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -407990.312500 Penalty: 4127.787109
	Iteration 33Q: 3 clusters Score -407990.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -407995.312500 Penalty: 4127.787109
	Iteration 34Q: 3 clusters Score -407995.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -407998.093750 Penalty: 4127.787109
	Iteration 35Q: 3 clusters Score -407998.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -408003.375000 Penalty: 4127.787109
	Iteration 36Q: 3 clusters Score -408003.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -408006.968750 Penalty: 4127.787109
	Iteration 37Q: 3 clusters Score -408007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -408009.468750 Penalty: 4127.787109
	Iteration 38Q: 3 clusters Score -408009.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -408018.843750 Penalty: 4127.787109
	Iteration 39Q: 3 clusters Score -408018.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -408026.906250 Penalty: 4127.787109
	Iteration 40F: 3 clusters Score -408026.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -408035.750000 Penalty: 4127.787109
	Iteration 41Q: 3 clusters Score -408035.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -408044.500000 Penalty: 4127.787109
	Iteration 42Q: 3 clusters Score -408044.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -408055.187500 Penalty: 4127.787109
	Iteration 43Q: 3 clusters Score -408055.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -408069.250000 Penalty: 4127.787109
	Iteration 44Q: 3 clusters Score -408069.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -408076.812500 Penalty: 4127.787109
	Iteration 45Q: 3 clusters Score -408076.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -408084.000000 Penalty: 4127.787109
	Iteration 46Q: 3 clusters Score -408084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -408091.968750 Penalty: 4127.787109
	Iteration 47Q: 3 clusters Score -408092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -408102.906250 Penalty: 4127.787109
	Iteration 48Q: 3 clusters Score -408102.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -408116.156250 Penalty: 4127.787109
	Iteration 49Q: 3 clusters Score -408116.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -408123.968750 Penalty: 4127.787109
	Iteration 50Q: 3 clusters Score -408124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -408132.250000 Penalty: 4127.787109
	Iteration 51Q: 3 clusters Score -408132.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -408141.781250 Penalty: 4127.787109
	Iteration 52Q: 3 clusters Score -408141.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -408151.093750 Penalty: 4127.787109
	Iteration 53Q: 3 clusters Score -408151.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -408156.093750 Penalty: 4127.787109
	Iteration 54Q: 3 clusters Score -408156.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -408160.687500 Penalty: 4127.787109
	Iteration 55Q: 3 clusters Score -408160.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -408165.500000 Penalty: 4127.787109
	Iteration 56Q: 3 clusters Score -408165.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -408172.250000 Penalty: 4127.787109
	Iteration 57Q: 3 clusters Score -408172.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -408179.375000 Penalty: 4127.787109
	Iteration 58Q: 3 clusters Score -408179.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -408182.875000 Penalty: 4127.787109
	Iteration 59Q: 3 clusters Score -408182.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -408188.312500 Penalty: 4127.787109
	Iteration 60F: 3 clusters Score -408188.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -408192.625000 Penalty: 4127.787109
	Iteration 61Q: 3 clusters Score -408192.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -408197.406250 Penalty: 4127.787109
	Iteration 62Q: 3 clusters Score -408197.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -408200.750000 Penalty: 4127.787109
	Iteration 63Q: 3 clusters Score -408200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -408202.531250 Penalty: 4127.787109
	Iteration 64Q: 3 clusters Score -408202.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -408205.062500 Penalty: 4127.787109
	Iteration 65Q: 3 clusters Score -408205.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -408207.687500 Penalty: 4127.787109
	Iteration 66Q: 3 clusters Score -408207.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -408208.968750 Penalty: 4127.787109
	Iteration 67Q: 3 clusters Score -408209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -408213.687500 Penalty: 4127.787109
	Iteration 68Q: 3 clusters Score -408213.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -408221.000000 Penalty: 4127.787109
	Iteration 69Q: 3 clusters Score -408221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -408226.781250 Penalty: 4127.787109
	Iteration 70Q: 3 clusters Score -408226.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -408230.687500 Penalty: 4127.787109
	Iteration 71Q: 3 clusters Score -408230.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -408236.312500 Penalty: 4127.787109
	Iteration 72Q: 3 clusters Score -408236.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -408242.437500 Penalty: 4127.787109
	Iteration 73Q: 3 clusters Score -408242.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -408245.625000 Penalty: 4127.787109
	Iteration 74Q: 3 clusters Score -408245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -408249.281250 Penalty: 4127.787109
	Iteration 75Q: 3 clusters Score -408249.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -408252.125000 Penalty: 4127.787109
	Iteration 76Q: 3 clusters Score -408252.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -408255.875000 Penalty: 4127.787109
	Iteration 77Q: 3 clusters Score -408255.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -408260.031250 Penalty: 4127.787109
	Iteration 78Q: 3 clusters Score -408260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -408263.031250 Penalty: 4127.787109
	Iteration 79Q: 3 clusters Score -408263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -408265.687500 Penalty: 4127.787109
	Iteration 80F: 3 clusters Score -408265.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -408265.625000 Penalty: 4127.787109
	Iteration 81Q: 3 clusters Score -408265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -408267.406250 Penalty: 4127.787109
	Iteration 82Q: 3 clusters Score -408267.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -408267.687500 Penalty: 4127.787109
	Iteration 83Q: 3 clusters Score -408267.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -408268.343750 Penalty: 4127.787109
	Iteration 84Q: 3 clusters Score -408268.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -408271.031250 Penalty: 4127.787109
	Iteration 85Q: 3 clusters Score -408271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -408271.812500 Penalty: 4127.787109
	Iteration 86Q: 3 clusters Score -408271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -408275.281250 Penalty: 4127.787109
	Iteration 87Q: 3 clusters Score -408275.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -408276.656250 Penalty: 4127.787109
	Iteration 88Q: 3 clusters Score -408276.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -408279.812500 Penalty: 4127.787109
	Iteration 89Q: 3 clusters Score -408279.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -408282.875000 Penalty: 4127.787109
	Iteration 90Q: 3 clusters Score -408282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -408285.062500 Penalty: 4127.787109
	Iteration 91Q: 3 clusters Score -408285.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -408287.781250 Penalty: 4127.787109
	Iteration 92Q: 3 clusters Score -408287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -408289.625000 Penalty: 4127.787109
	Iteration 93Q: 3 clusters Score -408289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -408290.937500 Penalty: 4127.787109
	Iteration 94Q: 3 clusters Score -408290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -408292.187500 Penalty: 4127.787109
	Iteration 95Q: 3 clusters Score -408292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -408294.125000 Penalty: 4127.787109
	Iteration 96Q: 3 clusters Score -408294.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -408297.343750 Penalty: 4127.787109
	Iteration 97Q: 3 clusters Score -408297.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -408298.593750 Penalty: 4127.787109
	Iteration 98Q: 3 clusters Score -408298.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -408301.593750 Penalty: 4127.787109
	Iteration 99Q: 3 clusters Score -408301.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -408306.218750 Penalty: 4127.787109
	Iteration 100F: 3 clusters Score -408306.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -408308.875000 Penalty: 4127.787109
	Iteration 101Q: 3 clusters Score -408308.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -408311.968750 Penalty: 4127.787109
	Iteration 102Q: 3 clusters Score -408312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -408313.593750 Penalty: 4127.787109
	Iteration 103Q: 3 clusters Score -408313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -408315.656250 Penalty: 4127.787109
	Iteration 104Q: 3 clusters Score -408315.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -408318.812500 Penalty: 4127.787109
	Iteration 105Q: 3 clusters Score -408318.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -408322.875000 Penalty: 4127.787109
	Iteration 106Q: 3 clusters Score -408322.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -408324.500000 Penalty: 4127.787109
	Iteration 107Q: 3 clusters Score -408324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -408325.312500 Penalty: 4127.787109
	Iteration 108Q: 3 clusters Score -408325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -408325.406250 Penalty: 4127.787109
	Iteration 109Q: 3 clusters Score -408325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -408325.843750 Penalty: 4127.787109
	Iteration 110Q: 3 clusters Score -408325.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -408326.312500 Penalty: 4127.787109
	Iteration 111Q: 3 clusters Score -408326.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -408327.937500 Penalty: 4127.787109
	Iteration 112Q: 3 clusters Score -408327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -408328.187500 Penalty: 4127.787109
	Iteration 113Q: 3 clusters Score -408328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -408328.031250 Penalty: 4127.787109
	Iteration 114Q: 3 clusters Score -408328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -408328.031250 Penalty: 4127.787109
	Iteration 115F: 3 clusters Score -408328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (289719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289719 members 
Entering Unmasked Estep 
Score: -28986390.000000 Penalty: 3119.013428
	Iteration 0F: 2 clusters Score -2.898639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144806 members 
Mstep: Class 2 contains 144913 members 
Entering Unmasked Estep 
Score: -28802580.000000 Penalty: 6238.026855
	Iteration 0F: 3 clusters Score -2.880258e+07 nChanged 140421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142967 members 
Mstep: Class 2 contains 146752 members 
Entering Unmasked Estep 
Score: -28885034.000000 Penalty: 6238.026855
	Iteration 1F: 3 clusters Score -2.888503e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142262 members 
Mstep: Class 2 contains 147457 members 
Entering Unmasked Estep 
Score: -28885886.000000 Penalty: 6238.026855
	Iteration 2Q: 3 clusters Score -2.888589e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141304 members 
Mstep: Class 2 contains 148415 members 
Entering Unmasked Estep 
Score: -28887086.000000 Penalty: 6238.026855
	Iteration 3Q: 3 clusters Score -2.888709e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139830 members 
Mstep: Class 2 contains 149889 members 
Entering Unmasked Estep 
Score: -28888658.000000 Penalty: 6238.026855
	Iteration 4Q: 3 clusters Score -2.888866e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137742 members 
Mstep: Class 2 contains 151977 members 
Entering Unmasked Estep 
Score: -28890582.000000 Penalty: 6238.026855
	Iteration 5Q: 3 clusters Score -2.889058e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134764 members 
Mstep: Class 2 contains 154955 members 
Entering Unmasked Estep 
Score: -28893488.000000 Penalty: 6238.026855
	Iteration 6Q: 3 clusters Score -2.889349e+07 nChanged 11121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130393 members 
Mstep: Class 2 contains 159326 members 
Entering Unmasked Estep 
Score: -28897984.000000 Penalty: 6238.026855
	Iteration 7Q: 3 clusters Score -2.889798e+07 nChanged 14071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124158 members 
Mstep: Class 2 contains 165561 members 
Entering Unmasked Estep 
Score: -28905694.000000 Penalty: 6238.026855
	Iteration 8Q: 3 clusters Score -2.890569e+07 nChanged 17165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116149 members 
Mstep: Class 2 contains 173570 members 
Entering Unmasked Estep 
Score: -28917814.000000 Penalty: 6238.026855
	Iteration 9F: 3 clusters Score -2.891781e+07 nChanged 19262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107667 members 
Mstep: Class 2 contains 182052 members 
Entering Unmasked Estep 
Score: -28932902.000000 Penalty: 6238.026855
	Iteration 10F: 3 clusters Score -2.89329e+07 nChanged 18844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100679 members 
Mstep: Class 2 contains 189040 members 
Entering Unmasked Estep 
Score: -28945812.000000 Penalty: 6238.026855
	Iteration 11F: 3 clusters Score -2.894581e+07 nChanged 15353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96002 members 
Mstep: Class 2 contains 193717 members 
Entering Unmasked Estep 
Score: -28953524.000000 Penalty: 6238.026855
	Iteration 12F: 3 clusters Score -2.895352e+07 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92799 members 
Mstep: Class 2 contains 196920 members 
Entering Unmasked Estep 
Score: -28957510.000000 Penalty: 6238.026855
	Iteration 13Q: 3 clusters Score -2.895751e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 199440 members 
Entering Unmasked Estep 
Score: -28959170.000000 Penalty: 6238.026855
	Iteration 14Q: 3 clusters Score -2.895917e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 201753 members 
Entering Unmasked Estep 
Score: -28960300.000000 Penalty: 6238.026855
	Iteration 15Q: 3 clusters Score -2.89603e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85795 members 
Mstep: Class 2 contains 203924 members 
Entering Unmasked Estep 
Score: -28961258.000000 Penalty: 6238.026855
	Iteration 16Q: 3 clusters Score -2.896126e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 206029 members 
Entering Unmasked Estep 
Score: -28962182.000000 Penalty: 6238.026855
	Iteration 17Q: 3 clusters Score -2.896218e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81732 members 
Mstep: Class 2 contains 207987 members 
Entering Unmasked Estep 
Score: -28963118.000000 Penalty: 6238.026855
	Iteration 18Q: 3 clusters Score -2.896312e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79795 members 
Mstep: Class 2 contains 209924 members 
Entering Unmasked Estep 
Score: -28963864.000000 Penalty: 6238.026855
	Iteration 19Q: 3 clusters Score -2.896386e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77953 members 
Mstep: Class 2 contains 211766 members 
Entering Unmasked Estep 
Score: -28964626.000000 Penalty: 6238.026855
	Iteration 20F: 3 clusters Score -2.896463e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 213640 members 
Entering Unmasked Estep 
Score: -28965332.000000 Penalty: 6238.026855
	Iteration 21Q: 3 clusters Score -2.896533e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 215525 members 
Entering Unmasked Estep 
Score: -28966072.000000 Penalty: 6238.026855
	Iteration 22Q: 3 clusters Score -2.896607e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72314 members 
Mstep: Class 2 contains 217405 members 
Entering Unmasked Estep 
Score: -28966952.000000 Penalty: 6238.026855
	Iteration 23Q: 3 clusters Score -2.896695e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 219253 members 
Entering Unmasked Estep 
Score: -28967868.000000 Penalty: 6238.026855
	Iteration 24Q: 3 clusters Score -2.896787e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 221154 members 
Entering Unmasked Estep 
Score: -28968874.000000 Penalty: 6238.026855
	Iteration 25Q: 3 clusters Score -2.896887e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 223105 members 
Entering Unmasked Estep 
Score: -28969790.000000 Penalty: 6238.026855
	Iteration 26Q: 3 clusters Score -2.896979e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 225075 members 
Entering Unmasked Estep 
Score: -28970744.000000 Penalty: 6238.026855
	Iteration 27Q: 3 clusters Score -2.897074e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 227254 members 
Entering Unmasked Estep 
Score: -28972168.000000 Penalty: 6238.026855
	Iteration 28Q: 3 clusters Score -2.897217e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60294 members 
Mstep: Class 2 contains 229425 members 
Entering Unmasked Estep 
Score: -28973546.000000 Penalty: 6238.026855
	Iteration 29Q: 3 clusters Score -2.897355e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58204 members 
Mstep: Class 2 contains 231515 members 
Entering Unmasked Estep 
Score: -28974998.000000 Penalty: 6238.026855
	Iteration 30Q: 3 clusters Score -2.8975e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56143 members 
Mstep: Class 2 contains 233576 members 
Entering Unmasked Estep 
Score: -28976448.000000 Penalty: 6238.026855
	Iteration 31Q: 3 clusters Score -2.897645e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 235585 members 
Entering Unmasked Estep 
Score: -28977688.000000 Penalty: 6238.026855
	Iteration 32Q: 3 clusters Score -2.897769e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 237524 members 
Entering Unmasked Estep 
Score: -28978832.000000 Penalty: 6238.026855
	Iteration 33Q: 3 clusters Score -2.897883e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 239262 members 
Entering Unmasked Estep 
Score: -28979698.000000 Penalty: 6238.026855
	Iteration 34Q: 3 clusters Score -2.89797e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 240848 members 
Entering Unmasked Estep 
Score: -28980388.000000 Penalty: 6238.026855
	Iteration 35Q: 3 clusters Score -2.898039e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 242324 members 
Entering Unmasked Estep 
Score: -28980838.000000 Penalty: 6238.026855
	Iteration 36Q: 3 clusters Score -2.898084e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 243654 members 
Entering Unmasked Estep 
Score: -28981266.000000 Penalty: 6238.026855
	Iteration 37Q: 3 clusters Score -2.898127e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 244895 members 
Entering Unmasked Estep 
Score: -28981594.000000 Penalty: 6238.026855
	Iteration 38Q: 3 clusters Score -2.898159e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 246086 members 
Entering Unmasked Estep 
Score: -28981980.000000 Penalty: 6238.026855
	Iteration 39Q: 3 clusters Score -2.898198e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 247154 members 
Entering Unmasked Estep 
Score: -28982196.000000 Penalty: 6238.026855
	Iteration 40F: 3 clusters Score -2.89822e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 248119 members 
Entering Unmasked Estep 
Score: -28982384.000000 Penalty: 6238.026855
	Iteration 41Q: 3 clusters Score -2.898238e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 249071 members 
Entering Unmasked Estep 
Score: -28982520.000000 Penalty: 6238.026855
	Iteration 42Q: 3 clusters Score -2.898252e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 249956 members 
Entering Unmasked Estep 
Score: -28982670.000000 Penalty: 6238.026855
	Iteration 43Q: 3 clusters Score -2.898267e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 250841 members 
Entering Unmasked Estep 
Score: -28982688.000000 Penalty: 6238.026855
	Iteration 44Q: 3 clusters Score -2.898269e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 251637 members 
Entering Unmasked Estep 
Score: -28982688.000000 Penalty: 6238.026855
	Iteration 45Q: 3 clusters Score -2.898269e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 252426 members 
Entering Unmasked Estep 
Score: -28982684.000000 Penalty: 6238.026855
	Iteration 46Q: 3 clusters Score -2.898268e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 253160 members 
Entering Unmasked Estep 
Score: -28982776.000000 Penalty: 6238.026855
	Iteration 47Q: 3 clusters Score -2.898278e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 253836 members 
Entering Unmasked Estep 
Score: -28982690.000000 Penalty: 6238.026855
	Iteration 48Q: 3 clusters Score -2.898269e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 254444 members 
Entering Unmasked Estep 
Score: -28982626.000000 Penalty: 6238.026855
	Iteration 49Q: 3 clusters Score -2.898263e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 255046 members 
Entering Unmasked Estep 
Score: -28982618.000000 Penalty: 6238.026855
	Iteration 50Q: 3 clusters Score -2.898262e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 255620 members 
Entering Unmasked Estep 
Score: -28982628.000000 Penalty: 6238.026855
	Iteration 51Q: 3 clusters Score -2.898263e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 256149 members 
Entering Unmasked Estep 
Score: -28982666.000000 Penalty: 6238.026855
	Iteration 52Q: 3 clusters Score -2.898267e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 256625 members 
Entering Unmasked Estep 
Score: -28982614.000000 Penalty: 6238.026855
	Iteration 53Q: 3 clusters Score -2.898261e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 257104 members 
Entering Unmasked Estep 
Score: -28982676.000000 Penalty: 6238.026855
	Iteration 54Q: 3 clusters Score -2.898268e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 257592 members 
Entering Unmasked Estep 
Score: -28982648.000000 Penalty: 6238.026855
	Iteration 55Q: 3 clusters Score -2.898265e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 258083 members 
Entering Unmasked Estep 
Score: -28982584.000000 Penalty: 6238.026855
	Iteration 56Q: 3 clusters Score -2.898258e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 258558 members 
Entering Unmasked Estep 
Score: -28982664.000000 Penalty: 6238.026855
	Iteration 57Q: 3 clusters Score -2.898266e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 259053 members 
Entering Unmasked Estep 
Score: -28982668.000000 Penalty: 6238.026855
	Iteration 58Q: 3 clusters Score -2.898267e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 259505 members 
Entering Unmasked Estep 
Score: -28982670.000000 Penalty: 6238.026855
	Iteration 59Q: 3 clusters Score -2.898267e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 259943 members 
Entering Unmasked Estep 
Score: -28982606.000000 Penalty: 6238.026855
	Iteration 60F: 3 clusters Score -2.898261e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 260371 members 
Entering Unmasked Estep 
Score: -28982670.000000 Penalty: 6238.026855
	Iteration 61Q: 3 clusters Score -2.898267e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 260827 members 
Entering Unmasked Estep 
Score: -28982714.000000 Penalty: 6238.026855
	Iteration 62Q: 3 clusters Score -2.898271e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 261253 members 
Entering Unmasked Estep 
Score: -28982782.000000 Penalty: 6238.026855
	Iteration 63Q: 3 clusters Score -2.898278e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 261683 members 
Entering Unmasked Estep 
Score: -28982760.000000 Penalty: 6238.026855
	Iteration 64Q: 3 clusters Score -2.898276e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 262116 members 
Entering Unmasked Estep 
Score: -28982796.000000 Penalty: 6238.026855
	Iteration 65Q: 3 clusters Score -2.89828e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 262551 members 
Entering Unmasked Estep 
Score: -28982782.000000 Penalty: 6238.026855
	Iteration 66Q: 3 clusters Score -2.898278e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 262967 members 
Entering Unmasked Estep 
Score: -28982792.000000 Penalty: 6238.026855
	Iteration 67Q: 3 clusters Score -2.898279e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 263376 members 
Entering Unmasked Estep 
Score: -28982876.000000 Penalty: 6238.026855
	Iteration 68Q: 3 clusters Score -2.898288e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 263778 members 
Entering Unmasked Estep 
Score: -28982788.000000 Penalty: 6238.026855
	Iteration 69Q: 3 clusters Score -2.898279e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 264161 members 
Entering Unmasked Estep 
Score: -28982926.000000 Penalty: 6238.026855
	Iteration 70Q: 3 clusters Score -2.898293e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 264559 members 
Entering Unmasked Estep 
Score: -28982932.000000 Penalty: 6238.026855
	Iteration 71Q: 3 clusters Score -2.898293e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 264975 members 
Entering Unmasked Estep 
Score: -28982962.000000 Penalty: 6238.026855
	Iteration 72Q: 3 clusters Score -2.898296e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 265382 members 
Entering Unmasked Estep 
Score: -28982990.000000 Penalty: 6238.026855
	Iteration 73Q: 3 clusters Score -2.898299e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 265760 members 
Entering Unmasked Estep 
Score: -28983060.000000 Penalty: 6238.026855
	Iteration 74Q: 3 clusters Score -2.898306e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 266145 members 
Entering Unmasked Estep 
Score: -28983124.000000 Penalty: 6238.026855
	Iteration 75Q: 3 clusters Score -2.898312e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 266505 members 
Entering Unmasked Estep 
Score: -28983246.000000 Penalty: 6238.026855
	Iteration 76Q: 3 clusters Score -2.898325e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 266867 members 
Entering Unmasked Estep 
Score: -28983234.000000 Penalty: 6238.026855
	Iteration 77Q: 3 clusters Score -2.898323e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 267189 members 
Entering Unmasked Estep 
Score: -28983214.000000 Penalty: 6238.026855
	Iteration 78Q: 3 clusters Score -2.898321e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 267496 members 
Entering Unmasked Estep 
Score: -28983318.000000 Penalty: 6238.026855
	Iteration 79Q: 3 clusters Score -2.898332e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 267805 members 
Entering Unmasked Estep 
Score: -28983422.000000 Penalty: 6238.026855
	Iteration 80F: 3 clusters Score -2.898342e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 268105 members 
Entering Unmasked Estep 
Score: -28983494.000000 Penalty: 6238.026855
	Iteration 81Q: 3 clusters Score -2.898349e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 268413 members 
Entering Unmasked Estep 
Score: -28983538.000000 Penalty: 6238.026855
	Iteration 82Q: 3 clusters Score -2.898354e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 268712 members 
Entering Unmasked Estep 
Score: -28983594.000000 Penalty: 6238.026855
	Iteration 83Q: 3 clusters Score -2.898359e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 268999 members 
Entering Unmasked Estep 
Score: -28983566.000000 Penalty: 6238.026855
	Iteration 84Q: 3 clusters Score -2.898357e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 269276 members 
Entering Unmasked Estep 
Score: -28983544.000000 Penalty: 6238.026855
	Iteration 85Q: 3 clusters Score -2.898354e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 269563 members 
Entering Unmasked Estep 
Score: -28983560.000000 Penalty: 6238.026855
	Iteration 86Q: 3 clusters Score -2.898356e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 269846 members 
Entering Unmasked Estep 
Score: -28983550.000000 Penalty: 6238.026855
	Iteration 87Q: 3 clusters Score -2.898355e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 270116 members 
Entering Unmasked Estep 
Score: -28983608.000000 Penalty: 6238.026855
	Iteration 88Q: 3 clusters Score -2.898361e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 270363 members 
Entering Unmasked Estep 
Score: -28983594.000000 Penalty: 6238.026855
	Iteration 89Q: 3 clusters Score -2.898359e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 270612 members 
Entering Unmasked Estep 
Score: -28983634.000000 Penalty: 6238.026855
	Iteration 90Q: 3 clusters Score -2.898363e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 270860 members 
Entering Unmasked Estep 
Score: -28983686.000000 Penalty: 6238.026855
	Iteration 91Q: 3 clusters Score -2.898369e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 271109 members 
Entering Unmasked Estep 
Score: -28983738.000000 Penalty: 6238.026855
	Iteration 92Q: 3 clusters Score -2.898374e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 271329 members 
Entering Unmasked Estep 
Score: -28983774.000000 Penalty: 6238.026855
	Iteration 93Q: 3 clusters Score -2.898377e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 271544 members 
Entering Unmasked Estep 
Score: -28983810.000000 Penalty: 6238.026855
	Iteration 94Q: 3 clusters Score -2.898381e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 271759 members 
Entering Unmasked Estep 
Score: -28983828.000000 Penalty: 6238.026855
	Iteration 95Q: 3 clusters Score -2.898383e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 271965 members 
Entering Unmasked Estep 
Score: -28983786.000000 Penalty: 6238.026855
	Iteration 96Q: 3 clusters Score -2.898379e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 272159 members 
Entering Unmasked Estep 
Score: -28983818.000000 Penalty: 6238.026855
	Iteration 97Q: 3 clusters Score -2.898382e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 272379 members 
Entering Unmasked Estep 
Score: -28983884.000000 Penalty: 6238.026855
	Iteration 98Q: 3 clusters Score -2.898388e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 272571 members 
Entering Unmasked Estep 
Score: -28983844.000000 Penalty: 6238.026855
	Iteration 99Q: 3 clusters Score -2.898384e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 272755 members 
Entering Unmasked Estep 
Score: -28983862.000000 Penalty: 6238.026855
	Iteration 100F: 3 clusters Score -2.898386e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 272913 members 
Entering Unmasked Estep 
Score: -28983900.000000 Penalty: 6238.026855
	Iteration 101Q: 3 clusters Score -2.89839e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 273068 members 
Entering Unmasked Estep 
Score: -28983906.000000 Penalty: 6238.026855
	Iteration 102Q: 3 clusters Score -2.898391e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 273220 members 
Entering Unmasked Estep 
Score: -28983912.000000 Penalty: 6238.026855
	Iteration 103Q: 3 clusters Score -2.898391e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 273360 members 
Entering Unmasked Estep 
Score: -28983982.000000 Penalty: 6238.026855
	Iteration 104Q: 3 clusters Score -2.898398e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 273492 members 
Entering Unmasked Estep 
Score: -28984010.000000 Penalty: 6238.026855
	Iteration 105Q: 3 clusters Score -2.898401e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 273618 members 
Entering Unmasked Estep 
Score: -28984048.000000 Penalty: 6238.026855
	Iteration 106Q: 3 clusters Score -2.898405e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 273727 members 
Entering Unmasked Estep 
Score: -28984034.000000 Penalty: 6238.026855
	Iteration 107Q: 3 clusters Score -2.898403e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 273828 members 
Entering Unmasked Estep 
Score: -28984086.000000 Penalty: 6238.026855
	Iteration 108Q: 3 clusters Score -2.898409e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 273929 members 
Entering Unmasked Estep 
Score: -28984052.000000 Penalty: 6238.026855
	Iteration 109Q: 3 clusters Score -2.898405e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 274023 members 
Entering Unmasked Estep 
Score: -28984058.000000 Penalty: 6238.026855
	Iteration 110Q: 3 clusters Score -2.898406e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 274116 members 
Entering Unmasked Estep 
Score: -28984090.000000 Penalty: 6238.026855
	Iteration 111Q: 3 clusters Score -2.898409e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 274200 members 
Entering Unmasked Estep 
Score: -28984102.000000 Penalty: 6238.026855
	Iteration 112Q: 3 clusters Score -2.89841e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 274289 members 
Entering Unmasked Estep 
Score: -28984102.000000 Penalty: 6238.026855
	Iteration 113Q: 3 clusters Score -2.89841e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 274381 members 
Entering Unmasked Estep 
Score: -28984108.000000 Penalty: 6238.026855
	Iteration 114Q: 3 clusters Score -2.898411e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 274480 members 
Entering Unmasked Estep 
Score: -28984076.000000 Penalty: 6238.026855
	Iteration 115Q: 3 clusters Score -2.898408e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 274568 members 
Entering Unmasked Estep 
Score: -28984122.000000 Penalty: 6238.026855
	Iteration 116Q: 3 clusters Score -2.898412e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 274653 members 
Entering Unmasked Estep 
Score: -28984128.000000 Penalty: 6238.026855
	Iteration 117Q: 3 clusters Score -2.898413e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 274745 members 
Entering Unmasked Estep 
Score: -28984130.000000 Penalty: 6238.026855
	Iteration 118Q: 3 clusters Score -2.898413e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 274834 members 
Entering Unmasked Estep 
Score: -28984136.000000 Penalty: 6238.026855
	Iteration 119Q: 3 clusters Score -2.898414e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 274924 members 
Entering Unmasked Estep 
Score: -28984114.000000 Penalty: 6238.026855
	Iteration 120F: 3 clusters Score -2.898411e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 275011 members 
Entering Unmasked Estep 
Score: -28984112.000000 Penalty: 6238.026855
	Iteration 121Q: 3 clusters Score -2.898411e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 275098 members 
Entering Unmasked Estep 
Score: -28984174.000000 Penalty: 6238.026855
	Iteration 122Q: 3 clusters Score -2.898417e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 275199 members 
Entering Unmasked Estep 
Score: -28984140.000000 Penalty: 6238.026855
	Iteration 123Q: 3 clusters Score -2.898414e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 275302 members 
Entering Unmasked Estep 
Score: -28984178.000000 Penalty: 6238.026855
	Iteration 124Q: 3 clusters Score -2.898418e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 275401 members 
Entering Unmasked Estep 
Score: -28984198.000000 Penalty: 6238.026855
	Iteration 125Q: 3 clusters Score -2.89842e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 275502 members 
Entering Unmasked Estep 
Score: -28984212.000000 Penalty: 6238.026855
	Iteration 126Q: 3 clusters Score -2.898421e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 275591 members 
Entering Unmasked Estep 
Score: -28984236.000000 Penalty: 6238.026855
	Iteration 127Q: 3 clusters Score -2.898424e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 275667 members 
Entering Unmasked Estep 
Score: -28984280.000000 Penalty: 6238.026855
	Iteration 128Q: 3 clusters Score -2.898428e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 275730 members 
Entering Unmasked Estep 
Score: -28984248.000000 Penalty: 6238.026855
	Iteration 129Q: 3 clusters Score -2.898425e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 275802 members 
Entering Unmasked Estep 
Score: -28984282.000000 Penalty: 6238.026855
	Iteration 130Q: 3 clusters Score -2.898428e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 275885 members 
Entering Unmasked Estep 
Score: -28984318.000000 Penalty: 6238.026855
	Iteration 131Q: 3 clusters Score -2.898432e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 275952 members 
Entering Unmasked Estep 
Score: -28984316.000000 Penalty: 6238.026855
	Iteration 132Q: 3 clusters Score -2.898432e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 276015 members 
Entering Unmasked Estep 
Score: -28984316.000000 Penalty: 6238.026855
	Iteration 133Q: 3 clusters Score -2.898432e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 276082 members 
Entering Unmasked Estep 
Score: -28984322.000000 Penalty: 6238.026855
	Iteration 134Q: 3 clusters Score -2.898432e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 276141 members 
Entering Unmasked Estep 
Score: -28984334.000000 Penalty: 6238.026855
	Iteration 135Q: 3 clusters Score -2.898433e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 276188 members 
Entering Unmasked Estep 
Score: -28984374.000000 Penalty: 6238.026855
	Iteration 136Q: 3 clusters Score -2.898437e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 276223 members 
Entering Unmasked Estep 
Score: -28984372.000000 Penalty: 6238.026855
	Iteration 137Q: 3 clusters Score -2.898437e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 276258 members 
Entering Unmasked Estep 
Score: -28984364.000000 Penalty: 6238.026855
	Iteration 138Q: 3 clusters Score -2.898436e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 276293 members 
Entering Unmasked Estep 
Score: -28984382.000000 Penalty: 6238.026855
	Iteration 139Q: 3 clusters Score -2.898438e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 276329 members 
Entering Unmasked Estep 
Score: -28984386.000000 Penalty: 6238.026855
	Iteration 140F: 3 clusters Score -2.898439e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 276369 members 
Entering Unmasked Estep 
Score: -28984380.000000 Penalty: 6238.026855
	Iteration 141Q: 3 clusters Score -2.898438e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 276410 members 
Entering Unmasked Estep 
Score: -28984406.000000 Penalty: 6238.026855
	Iteration 142Q: 3 clusters Score -2.898441e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 276450 members 
Entering Unmasked Estep 
Score: -28984408.000000 Penalty: 6238.026855
	Iteration 143Q: 3 clusters Score -2.898441e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 276490 members 
Entering Unmasked Estep 
Score: -28984398.000000 Penalty: 6238.026855
	Iteration 144Q: 3 clusters Score -2.89844e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 276541 members 
Entering Unmasked Estep 
Score: -28984454.000000 Penalty: 6238.026855
	Iteration 145Q: 3 clusters Score -2.898445e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 276595 members 
Entering Unmasked Estep 
Score: -28984450.000000 Penalty: 6238.026855
	Iteration 146Q: 3 clusters Score -2.898445e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 276646 members 
Entering Unmasked Estep 
Score: -28984468.000000 Penalty: 6238.026855
	Iteration 147Q: 3 clusters Score -2.898447e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 276689 members 
Entering Unmasked Estep 
Score: -28984494.000000 Penalty: 6238.026855
	Iteration 148Q: 3 clusters Score -2.898449e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 276728 members 
Entering Unmasked Estep 
Score: -28984502.000000 Penalty: 6238.026855
	Iteration 149Q: 3 clusters Score -2.89845e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 276773 members 
Entering Unmasked Estep 
Score: -28984490.000000 Penalty: 6238.026855
	Iteration 150Q: 3 clusters Score -2.898449e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 276816 members 
Entering Unmasked Estep 
Score: -28984496.000000 Penalty: 6238.026855
	Iteration 151Q: 3 clusters Score -2.89845e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 276860 members 
Entering Unmasked Estep 
Score: -28984490.000000 Penalty: 6238.026855
	Iteration 152Q: 3 clusters Score -2.898449e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 276909 members 
Entering Unmasked Estep 
Score: -28984566.000000 Penalty: 6238.026855
	Iteration 153Q: 3 clusters Score -2.898457e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 276953 members 
Entering Unmasked Estep 
Score: -28984574.000000 Penalty: 6238.026855
	Iteration 154Q: 3 clusters Score -2.898457e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 276988 members 
Entering Unmasked Estep 
Score: -28984568.000000 Penalty: 6238.026855
	Iteration 155Q: 3 clusters Score -2.898457e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 277036 members 
Entering Unmasked Estep 
Score: -28984534.000000 Penalty: 6238.026855
	Iteration 156Q: 3 clusters Score -2.898453e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 277074 members 
Entering Unmasked Estep 
Score: -28984506.000000 Penalty: 6238.026855
	Iteration 157Q: 3 clusters Score -2.898451e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 277108 members 
Entering Unmasked Estep 
Score: -28984482.000000 Penalty: 6238.026855
	Iteration 158Q: 3 clusters Score -2.898448e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 277135 members 
Entering Unmasked Estep 
Score: -28984518.000000 Penalty: 6238.026855
	Iteration 159Q: 3 clusters Score -2.898452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 277155 members 
Entering Unmasked Estep 
Score: -28984536.000000 Penalty: 6238.026855
	Iteration 160F: 3 clusters Score -2.898454e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 277183 members 
Entering Unmasked Estep 
Score: -28984538.000000 Penalty: 6238.026855
	Iteration 161Q: 3 clusters Score -2.898454e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 277204 members 
Entering Unmasked Estep 
Score: -28984532.000000 Penalty: 6238.026855
	Iteration 162Q: 3 clusters Score -2.898453e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 277232 members 
Entering Unmasked Estep 
Score: -28984566.000000 Penalty: 6238.026855
	Iteration 163Q: 3 clusters Score -2.898457e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 277254 members 
Entering Unmasked Estep 
Score: -28984554.000000 Penalty: 6238.026855
	Iteration 164Q: 3 clusters Score -2.898455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 277273 members 
Entering Unmasked Estep 
Score: -28984564.000000 Penalty: 6238.026855
	Iteration 165Q: 3 clusters Score -2.898456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 277294 members 
Entering Unmasked Estep 
Score: -28984572.000000 Penalty: 6238.026855
	Iteration 166Q: 3 clusters Score -2.898457e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 277321 members 
Entering Unmasked Estep 
Score: -28984576.000000 Penalty: 6238.026855
	Iteration 167Q: 3 clusters Score -2.898458e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 277349 members 
Entering Unmasked Estep 
Score: -28984590.000000 Penalty: 6238.026855
	Iteration 168Q: 3 clusters Score -2.898459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 277373 members 
Entering Unmasked Estep 
Score: -28984602.000000 Penalty: 6238.026855
	Iteration 169Q: 3 clusters Score -2.89846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 277398 members 
Entering Unmasked Estep 
Score: -28984586.000000 Penalty: 6238.026855
	Iteration 170Q: 3 clusters Score -2.898459e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 277428 members 
Entering Unmasked Estep 
Score: -28984608.000000 Penalty: 6238.026855
	Iteration 171Q: 3 clusters Score -2.898461e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 277455 members 
Entering Unmasked Estep 
Score: -28984592.000000 Penalty: 6238.026855
	Iteration 172Q: 3 clusters Score -2.898459e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 277481 members 
Entering Unmasked Estep 
Score: -28984598.000000 Penalty: 6238.026855
	Iteration 173Q: 3 clusters Score -2.89846e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 277506 members 
Entering Unmasked Estep 
Score: -28984584.000000 Penalty: 6238.026855
	Iteration 174Q: 3 clusters Score -2.898458e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 277525 members 
Entering Unmasked Estep 
Score: -28984568.000000 Penalty: 6238.026855
	Iteration 175Q: 3 clusters Score -2.898457e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 277544 members 
Entering Unmasked Estep 
Score: -28984560.000000 Penalty: 6238.026855
	Iteration 176Q: 3 clusters Score -2.898456e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 277565 members 
Entering Unmasked Estep 
Score: -28984562.000000 Penalty: 6238.026855
	Iteration 177Q: 3 clusters Score -2.898456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 277579 members 
Entering Unmasked Estep 
Score: -28984586.000000 Penalty: 6238.026855
	Iteration 178Q: 3 clusters Score -2.898459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 277597 members 
Entering Unmasked Estep 
Score: -28984558.000000 Penalty: 6238.026855
	Iteration 179Q: 3 clusters Score -2.898456e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 277621 members 
Entering Unmasked Estep 
Score: -28984536.000000 Penalty: 6238.026855
	Iteration 180F: 3 clusters Score -2.898454e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 277646 members 
Entering Unmasked Estep 
Score: -28984562.000000 Penalty: 6238.026855
	Iteration 181Q: 3 clusters Score -2.898456e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 277678 members 
Entering Unmasked Estep 
Score: -28984524.000000 Penalty: 6238.026855
	Iteration 182Q: 3 clusters Score -2.898452e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 277710 members 
Entering Unmasked Estep 
Score: -28984586.000000 Penalty: 6238.026855
	Iteration 183Q: 3 clusters Score -2.898459e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 277741 members 
Entering Unmasked Estep 
Score: -28984598.000000 Penalty: 6238.026855
	Iteration 184Q: 3 clusters Score -2.89846e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 277777 members 
Entering Unmasked Estep 
Score: -28984598.000000 Penalty: 6238.026855
	Iteration 185Q: 3 clusters Score -2.89846e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 277807 members 
Entering Unmasked Estep 
Score: -28984578.000000 Penalty: 6238.026855
	Iteration 186Q: 3 clusters Score -2.898458e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 277843 members 
Entering Unmasked Estep 
Score: -28984586.000000 Penalty: 6238.026855
	Iteration 187Q: 3 clusters Score -2.898459e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 277878 members 
Entering Unmasked Estep 
Score: -28984570.000000 Penalty: 6238.026855
	Iteration 188Q: 3 clusters Score -2.898457e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 277903 members 
Entering Unmasked Estep 
Score: -28984592.000000 Penalty: 6238.026855
	Iteration 189Q: 3 clusters Score -2.898459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 277927 members 
Entering Unmasked Estep 
Score: -28984598.000000 Penalty: 6238.026855
	Iteration 190Q: 3 clusters Score -2.89846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 277944 members 
Entering Unmasked Estep 
Score: -28984594.000000 Penalty: 6238.026855
	Iteration 191Q: 3 clusters Score -2.898459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 277963 members 
Entering Unmasked Estep 
Score: -28984610.000000 Penalty: 6238.026855
	Iteration 192Q: 3 clusters Score -2.898461e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 277983 members 
Entering Unmasked Estep 
Score: -28984602.000000 Penalty: 6238.026855
	Iteration 193Q: 3 clusters Score -2.89846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 277999 members 
Entering Unmasked Estep 
Score: -28984598.000000 Penalty: 6238.026855
	Iteration 194Q: 3 clusters Score -2.89846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 278010 members 
Entering Unmasked Estep 
Score: -28984604.000000 Penalty: 6238.026855
	Iteration 195Q: 3 clusters Score -2.89846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 278021 members 
Entering Unmasked Estep 
Score: -28984622.000000 Penalty: 6238.026855
	Iteration 196Q: 3 clusters Score -2.898462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 278032 members 
Entering Unmasked Estep 
Score: -28984622.000000 Penalty: 6238.026855
	Iteration 197Q: 3 clusters Score -2.898462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 278042 members 
Entering Unmasked Estep 
Score: -28984620.000000 Penalty: 6238.026855
	Iteration 198Q: 3 clusters Score -2.898462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 278054 members 
Entering Unmasked Estep 
Score: -28984618.000000 Penalty: 6238.026855
	Iteration 199Q: 3 clusters Score -2.898462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 278063 members 
Entering Unmasked Estep 
Score: -28984602.000000 Penalty: 6238.026855
	Iteration 200F: 3 clusters Score -2.89846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 278072 members 
Entering Unmasked Estep 
Score: -28984606.000000 Penalty: 6238.026855
	Iteration 201Q: 3 clusters Score -2.898461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 278076 members 
Entering Unmasked Estep 
Score: -28984610.000000 Penalty: 6238.026855
	Iteration 202Q: 3 clusters Score -2.898461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 278078 members 
Entering Unmasked Estep 
Score: -28984616.000000 Penalty: 6238.026855
	Iteration 203Q: 3 clusters Score -2.898462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 278079 members 
Entering Unmasked Estep 
Score: -28984630.000000 Penalty: 6238.026855
	Iteration 204Q: 3 clusters Score -2.898463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 278080 members 
Entering Unmasked Estep 
Score: -28984640.000000 Penalty: 6238.026855
	Iteration 205Q: 3 clusters Score -2.898464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 278080 members 
Entering Unmasked Estep 
Score: -28984640.000000 Penalty: 6238.026855
	Iteration 206F: 3 clusters Score -2.898464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Entering Unmasked Estep 
Score: -4275033.500000 Penalty: 2640.961182
	Iteration 0F: 2 clusters Score -4275034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -4246453.500000 Penalty: 5281.922363
	Iteration 0F: 3 clusters Score -4246454 nChanged 19347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4257133.000000 Penalty: 5281.922363
	Iteration 1F: 3 clusters Score -4257133 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -4257671.000000 Penalty: 5281.922363
	Iteration 2Q: 3 clusters Score -4257671 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -4258321.000000 Penalty: 5281.922363
	Iteration 3Q: 3 clusters Score -4258321 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -4259265.500000 Penalty: 5281.922363
	Iteration 4Q: 3 clusters Score -4259266 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -4260584.500000 Penalty: 5281.922363
	Iteration 5F: 3 clusters Score -4260584 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4262731.500000 Penalty: 5281.922363
	Iteration 6F: 3 clusters Score -4262732 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -4265534.500000 Penalty: 5281.922363
	Iteration 7F: 3 clusters Score -4265534 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -4268545.000000 Penalty: 5281.922363
	Iteration 8F: 3 clusters Score -4268545 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -4270730.500000 Penalty: 5281.922363
	Iteration 9F: 3 clusters Score -4270730 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -4271852.000000 Penalty: 5281.922363
	Iteration 10Q: 3 clusters Score -4271852 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -4272294.500000 Penalty: 5281.922363
	Iteration 11Q: 3 clusters Score -4272294 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -4272500.000000 Penalty: 5281.922363
	Iteration 12Q: 3 clusters Score -4272500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -4272600.000000 Penalty: 5281.922363
	Iteration 13Q: 3 clusters Score -4272600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -4272649.500000 Penalty: 5281.922363
	Iteration 14Q: 3 clusters Score -4272650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -4272680.500000 Penalty: 5281.922363
	Iteration 15Q: 3 clusters Score -4272680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -4272696.500000 Penalty: 5281.922363
	Iteration 16Q: 3 clusters Score -4272696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -4272706.500000 Penalty: 5281.922363
	Iteration 17Q: 3 clusters Score -4272706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -4272711.500000 Penalty: 5281.922363
	Iteration 18Q: 3 clusters Score -4272712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -4272714.000000 Penalty: 5281.922363
	Iteration 19Q: 3 clusters Score -4272714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -4272714.000000 Penalty: 5281.922363
	Iteration 20F: 3 clusters Score -4272714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Entering Unmasked Estep 
Score: -1594778.125000 Penalty: 2407.287109
	Iteration 0F: 2 clusters Score -1594778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1582924.000000 Penalty: 4814.574219
	Iteration 0F: 3 clusters Score -1582924 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1586866.500000 Penalty: 4814.574219
	Iteration 1F: 3 clusters Score -1586866 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1587367.125000 Penalty: 4814.574219
	Iteration 2F: 3 clusters Score -1587367 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1587850.000000 Penalty: 4814.574219
	Iteration 3F: 3 clusters Score -1587850 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1588333.125000 Penalty: 4814.574219
	Iteration 4F: 3 clusters Score -1588333 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1588830.250000 Penalty: 4814.574219
	Iteration 5F: 3 clusters Score -1588830 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1589328.000000 Penalty: 4814.574219
	Iteration 6F: 3 clusters Score -1589328 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1589753.125000 Penalty: 4814.574219
	Iteration 7Q: 3 clusters Score -1589753 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1590146.250000 Penalty: 4814.574219
	Iteration 8Q: 3 clusters Score -1590146 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1590507.375000 Penalty: 4814.574219
	Iteration 9Q: 3 clusters Score -1590507 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1590800.375000 Penalty: 4814.574219
	Iteration 10Q: 3 clusters Score -1590800 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1591003.750000 Penalty: 4814.574219
	Iteration 11Q: 3 clusters Score -1591004 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1591141.250000 Penalty: 4814.574219
	Iteration 12Q: 3 clusters Score -1591141 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1591253.250000 Penalty: 4814.574219
	Iteration 13Q: 3 clusters Score -1591253 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1591320.125000 Penalty: 4814.574219
	Iteration 14Q: 3 clusters Score -1591320 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1591378.750000 Penalty: 4814.574219
	Iteration 15Q: 3 clusters Score -1591379 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1591416.500000 Penalty: 4814.574219
	Iteration 16Q: 3 clusters Score -1591416 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1591453.125000 Penalty: 4814.574219
	Iteration 17Q: 3 clusters Score -1591453 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1591484.625000 Penalty: 4814.574219
	Iteration 18Q: 3 clusters Score -1591485 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1591506.750000 Penalty: 4814.574219
	Iteration 19Q: 3 clusters Score -1591507 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1591530.250000 Penalty: 4814.574219
	Iteration 20F: 3 clusters Score -1591530 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1591547.250000 Penalty: 4814.574219
	Iteration 21Q: 3 clusters Score -1591547 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1591576.750000 Penalty: 4814.574219
	Iteration 22Q: 3 clusters Score -1591577 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1591599.875000 Penalty: 4814.574219
	Iteration 23Q: 3 clusters Score -1591600 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1591625.125000 Penalty: 4814.574219
	Iteration 24Q: 3 clusters Score -1591625 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1591652.250000 Penalty: 4814.574219
	Iteration 25Q: 3 clusters Score -1591652 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1591673.250000 Penalty: 4814.574219
	Iteration 26Q: 3 clusters Score -1591673 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1591701.125000 Penalty: 4814.574219
	Iteration 27Q: 3 clusters Score -1591701 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1591721.750000 Penalty: 4814.574219
	Iteration 28Q: 3 clusters Score -1591722 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1591739.125000 Penalty: 4814.574219
	Iteration 29Q: 3 clusters Score -1591739 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1591754.875000 Penalty: 4814.574219
	Iteration 30Q: 3 clusters Score -1591755 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1591789.125000 Penalty: 4814.574219
	Iteration 31Q: 3 clusters Score -1591789 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1591809.375000 Penalty: 4814.574219
	Iteration 32Q: 3 clusters Score -1591809 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1591832.375000 Penalty: 4814.574219
	Iteration 33Q: 3 clusters Score -1591832 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1591855.250000 Penalty: 4814.574219
	Iteration 34Q: 3 clusters Score -1591855 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1591876.875000 Penalty: 4814.574219
	Iteration 35Q: 3 clusters Score -1591877 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1591895.625000 Penalty: 4814.574219
	Iteration 36Q: 3 clusters Score -1591896 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1591921.875000 Penalty: 4814.574219
	Iteration 37Q: 3 clusters Score -1591922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1591946.375000 Penalty: 4814.574219
	Iteration 38Q: 3 clusters Score -1591946 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1591965.375000 Penalty: 4814.574219
	Iteration 39Q: 3 clusters Score -1591965 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1591981.000000 Penalty: 4814.574219
	Iteration 40F: 3 clusters Score -1591981 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1592004.250000 Penalty: 4814.574219
	Iteration 41Q: 3 clusters Score -1592004 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1592026.750000 Penalty: 4814.574219
	Iteration 42Q: 3 clusters Score -1592027 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1592051.750000 Penalty: 4814.574219
	Iteration 43Q: 3 clusters Score -1592052 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1592080.875000 Penalty: 4814.574219
	Iteration 44Q: 3 clusters Score -1592081 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1592125.375000 Penalty: 4814.574219
	Iteration 45Q: 3 clusters Score -1592125 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1592167.125000 Penalty: 4814.574219
	Iteration 46Q: 3 clusters Score -1592167 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1592204.000000 Penalty: 4814.574219
	Iteration 47Q: 3 clusters Score -1592204 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1592258.125000 Penalty: 4814.574219
	Iteration 48Q: 3 clusters Score -1592258 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1592315.500000 Penalty: 4814.574219
	Iteration 49Q: 3 clusters Score -1592316 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1592380.625000 Penalty: 4814.574219
	Iteration 50Q: 3 clusters Score -1592381 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1592446.625000 Penalty: 4814.574219
	Iteration 51Q: 3 clusters Score -1592447 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1592500.750000 Penalty: 4814.574219
	Iteration 52Q: 3 clusters Score -1592501 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1592545.250000 Penalty: 4814.574219
	Iteration 53Q: 3 clusters Score -1592545 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1592576.375000 Penalty: 4814.574219
	Iteration 54Q: 3 clusters Score -1592576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1592597.875000 Penalty: 4814.574219
	Iteration 55Q: 3 clusters Score -1592598 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1592624.000000 Penalty: 4814.574219
	Iteration 56Q: 3 clusters Score -1592624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1592642.125000 Penalty: 4814.574219
	Iteration 57Q: 3 clusters Score -1592642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1592674.875000 Penalty: 4814.574219
	Iteration 58Q: 3 clusters Score -1592675 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1592703.500000 Penalty: 4814.574219
	Iteration 59Q: 3 clusters Score -1592704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1592737.000000 Penalty: 4814.574219
	Iteration 60F: 3 clusters Score -1592737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1592758.625000 Penalty: 4814.574219
	Iteration 61Q: 3 clusters Score -1592759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1592787.500000 Penalty: 4814.574219
	Iteration 62Q: 3 clusters Score -1592788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1592805.500000 Penalty: 4814.574219
	Iteration 63Q: 3 clusters Score -1592806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1592830.500000 Penalty: 4814.574219
	Iteration 64Q: 3 clusters Score -1592830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1592845.625000 Penalty: 4814.574219
	Iteration 65Q: 3 clusters Score -1592846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1592857.125000 Penalty: 4814.574219
	Iteration 66Q: 3 clusters Score -1592857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1592868.875000 Penalty: 4814.574219
	Iteration 67Q: 3 clusters Score -1592869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1592886.125000 Penalty: 4814.574219
	Iteration 68Q: 3 clusters Score -1592886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1592899.375000 Penalty: 4814.574219
	Iteration 69Q: 3 clusters Score -1592899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1592904.500000 Penalty: 4814.574219
	Iteration 70Q: 3 clusters Score -1592904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1592910.250000 Penalty: 4814.574219
	Iteration 71Q: 3 clusters Score -1592910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1592917.000000 Penalty: 4814.574219
	Iteration 72Q: 3 clusters Score -1592917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1592918.625000 Penalty: 4814.574219
	Iteration 73Q: 3 clusters Score -1592919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1592921.000000 Penalty: 4814.574219
	Iteration 74Q: 3 clusters Score -1592921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1592924.875000 Penalty: 4814.574219
	Iteration 75Q: 3 clusters Score -1592925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1592931.000000 Penalty: 4814.574219
	Iteration 76Q: 3 clusters Score -1592931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1592932.625000 Penalty: 4814.574219
	Iteration 77Q: 3 clusters Score -1592933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1592935.000000 Penalty: 4814.574219
	Iteration 78Q: 3 clusters Score -1592935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1592936.875000 Penalty: 4814.574219
	Iteration 79Q: 3 clusters Score -1592937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1592946.250000 Penalty: 4814.574219
	Iteration 80F: 3 clusters Score -1592946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1592963.875000 Penalty: 4814.574219
	Iteration 81Q: 3 clusters Score -1592964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1592982.875000 Penalty: 4814.574219
	Iteration 82Q: 3 clusters Score -1592983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1593003.875000 Penalty: 4814.574219
	Iteration 83Q: 3 clusters Score -1593004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1593018.500000 Penalty: 4814.574219
	Iteration 84Q: 3 clusters Score -1593018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1593030.250000 Penalty: 4814.574219
	Iteration 85Q: 3 clusters Score -1593030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1593040.625000 Penalty: 4814.574219
	Iteration 86Q: 3 clusters Score -1593041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1593046.125000 Penalty: 4814.574219
	Iteration 87Q: 3 clusters Score -1593046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1593050.750000 Penalty: 4814.574219
	Iteration 88Q: 3 clusters Score -1593051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1593054.000000 Penalty: 4814.574219
	Iteration 89Q: 3 clusters Score -1593054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1593052.000000 Penalty: 4814.574219
	Iteration 90Q: 3 clusters Score -1593052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1593052.250000 Penalty: 4814.574219
	Iteration 91Q: 3 clusters Score -1593052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1593054.375000 Penalty: 4814.574219
	Iteration 92Q: 3 clusters Score -1593054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1593054.375000 Penalty: 4814.574219
	Iteration 93F: 3 clusters Score -1593054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Entering Unmasked Estep 
Score: -650684.500000 Penalty: 2189.066650
	Iteration 0F: 2 clusters Score -650684.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -645059.250000 Penalty: 4378.133301
	Iteration 0F: 3 clusters Score -645059.2 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -646658.875000 Penalty: 4378.133301
	Iteration 1F: 3 clusters Score -646658.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -647094.562500 Penalty: 4378.133301
	Iteration 2F: 3 clusters Score -647094.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -647571.062500 Penalty: 4378.133301
	Iteration 3F: 3 clusters Score -647571.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -648150.687500 Penalty: 4378.133301
	Iteration 4F: 3 clusters Score -648150.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -648752.375000 Penalty: 4378.133301
	Iteration 5F: 3 clusters Score -648752.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -649398.812500 Penalty: 4378.133301
	Iteration 6F: 3 clusters Score -649398.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -649966.000000 Penalty: 4378.133301
	Iteration 7F: 3 clusters Score -649966 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -650311.625000 Penalty: 4378.133301
	Iteration 8Q: 3 clusters Score -650311.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -650452.750000 Penalty: 4378.133301
	Iteration 9Q: 3 clusters Score -650452.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -650518.500000 Penalty: 4378.133301
	Iteration 10Q: 3 clusters Score -650518.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -650554.375000 Penalty: 4378.133301
	Iteration 11Q: 3 clusters Score -650554.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -650578.812500 Penalty: 4378.133301
	Iteration 12Q: 3 clusters Score -650578.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -650591.562500 Penalty: 4378.133301
	Iteration 13Q: 3 clusters Score -650591.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -650599.062500 Penalty: 4378.133301
	Iteration 14Q: 3 clusters Score -650599.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -650604.625000 Penalty: 4378.133301
	Iteration 15Q: 3 clusters Score -650604.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -650606.562500 Penalty: 4378.133301
	Iteration 16Q: 3 clusters Score -650606.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -650607.937500 Penalty: 4378.133301
	Iteration 17Q: 3 clusters Score -650607.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -650609.250000 Penalty: 4378.133301
	Iteration 18Q: 3 clusters Score -650609.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -650610.687500 Penalty: 4378.133301
	Iteration 19Q: 3 clusters Score -650610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -650609.875000 Penalty: 4378.133301
	Iteration 20F: 3 clusters Score -650609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -650611.250000 Penalty: 4378.133301
	Iteration 21Q: 3 clusters Score -650611.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -650611.000000 Penalty: 4378.133301
	Iteration 22Q: 3 clusters Score -650611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -650612.812500 Penalty: 4378.133301
	Iteration 23Q: 3 clusters Score -650612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -650613.500000 Penalty: 4378.133301
	Iteration 24Q: 3 clusters Score -650613.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -650615.750000 Penalty: 4378.133301
	Iteration 25Q: 3 clusters Score -650615.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -650615.687500 Penalty: 4378.133301
	Iteration 26Q: 3 clusters Score -650615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -650615.500000 Penalty: 4378.133301
	Iteration 27Q: 3 clusters Score -650615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -650615.500000 Penalty: 4378.133301
	Iteration 28F: 3 clusters Score -650615.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Entering Unmasked Estep 
Score: -1357283.250000 Penalty: 2361.784668
	Iteration 0F: 2 clusters Score -1357283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1347316.750000 Penalty: 4723.569336
	Iteration 0F: 3 clusters Score -1347317 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1350433.250000 Penalty: 4723.569336
	Iteration 1F: 3 clusters Score -1350433 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1350714.625000 Penalty: 4723.569336
	Iteration 2F: 3 clusters Score -1350715 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1350922.750000 Penalty: 4723.569336
	Iteration 3Q: 3 clusters Score -1350923 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1351094.000000 Penalty: 4723.569336
	Iteration 4Q: 3 clusters Score -1351094 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1351210.000000 Penalty: 4723.569336
	Iteration 5Q: 3 clusters Score -1351210 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1351340.500000 Penalty: 4723.569336
	Iteration 6Q: 3 clusters Score -1351340 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1351482.125000 Penalty: 4723.569336
	Iteration 7Q: 3 clusters Score -1351482 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1351661.000000 Penalty: 4723.569336
	Iteration 8Q: 3 clusters Score -1351661 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1351879.750000 Penalty: 4723.569336
	Iteration 9Q: 3 clusters Score -1351880 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1352186.625000 Penalty: 4723.569336
	Iteration 10Q: 3 clusters Score -1352187 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1352589.500000 Penalty: 4723.569336
	Iteration 11Q: 3 clusters Score -1352590 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1353105.125000 Penalty: 4723.569336
	Iteration 12F: 3 clusters Score -1353105 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1353671.125000 Penalty: 4723.569336
	Iteration 13F: 3 clusters Score -1353671 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1354200.500000 Penalty: 4723.569336
	Iteration 14Q: 3 clusters Score -1354200 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1354595.625000 Penalty: 4723.569336
	Iteration 15Q: 3 clusters Score -1354596 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1354873.375000 Penalty: 4723.569336
	Iteration 16Q: 3 clusters Score -1354873 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1355043.875000 Penalty: 4723.569336
	Iteration 17Q: 3 clusters Score -1355044 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1355156.875000 Penalty: 4723.569336
	Iteration 18Q: 3 clusters Score -1355157 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1355216.875000 Penalty: 4723.569336
	Iteration 19Q: 3 clusters Score -1355217 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1355259.250000 Penalty: 4723.569336
	Iteration 20F: 3 clusters Score -1355259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1355284.250000 Penalty: 4723.569336
	Iteration 21Q: 3 clusters Score -1355284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1355308.875000 Penalty: 4723.569336
	Iteration 22Q: 3 clusters Score -1355309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1355330.125000 Penalty: 4723.569336
	Iteration 23Q: 3 clusters Score -1355330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1355341.875000 Penalty: 4723.569336
	Iteration 24Q: 3 clusters Score -1355342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1355345.250000 Penalty: 4723.569336
	Iteration 25Q: 3 clusters Score -1355345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1355353.625000 Penalty: 4723.569336
	Iteration 26Q: 3 clusters Score -1355354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1355360.375000 Penalty: 4723.569336
	Iteration 27Q: 3 clusters Score -1355360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1355363.375000 Penalty: 4723.569336
	Iteration 28Q: 3 clusters Score -1355363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1355366.875000 Penalty: 4723.569336
	Iteration 29Q: 3 clusters Score -1355367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1355369.125000 Penalty: 4723.569336
	Iteration 30Q: 3 clusters Score -1355369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1355375.250000 Penalty: 4723.569336
	Iteration 31Q: 3 clusters Score -1355375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1355372.750000 Penalty: 4723.569336
	Iteration 32Q: 3 clusters Score -1355373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1355374.250000 Penalty: 4723.569336
	Iteration 33Q: 3 clusters Score -1355374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1355375.125000 Penalty: 4723.569336
	Iteration 34Q: 3 clusters Score -1355375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1355375.125000 Penalty: 4723.569336
	Iteration 35F: 3 clusters Score -1355375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (193621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193621 members 
Entering Unmasked Estep 
Score: -19534090.000000 Penalty: 3019.067383
	Iteration 0F: 2 clusters Score -1.953409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96577 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -19404854.000000 Penalty: 6038.134766
	Iteration 0F: 3 clusters Score -1.940485e+07 nChanged 92565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92732 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -19459128.000000 Penalty: 6038.134766
	Iteration 1F: 3 clusters Score -1.945913e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90236 members 
Mstep: Class 2 contains 103385 members 
Entering Unmasked Estep 
Score: -19460166.000000 Penalty: 6038.134766
	Iteration 2Q: 3 clusters Score -1.946017e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86381 members 
Mstep: Class 2 contains 107240 members 
Entering Unmasked Estep 
Score: -19461708.000000 Penalty: 6038.134766
	Iteration 3Q: 3 clusters Score -1.946171e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80539 members 
Mstep: Class 2 contains 113082 members 
Entering Unmasked Estep 
Score: -19464286.000000 Penalty: 6038.134766
	Iteration 4Q: 3 clusters Score -1.946429e+07 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 121654 members 
Entering Unmasked Estep 
Score: -19468766.000000 Penalty: 6038.134766
	Iteration 5Q: 3 clusters Score -1.946877e+07 nChanged 12511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 133789 members 
Entering Unmasked Estep 
Score: -19476878.000000 Penalty: 6038.134766
	Iteration 6F: 3 clusters Score -1.947688e+07 nChanged 15453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 149098 members 
Entering Unmasked Estep 
Score: -19489514.000000 Penalty: 6038.134766
	Iteration 7F: 3 clusters Score -1.948951e+07 nChanged 16195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 165275 members 
Entering Unmasked Estep 
Score: -19504208.000000 Penalty: 6038.134766
	Iteration 8F: 3 clusters Score -1.950421e+07 nChanged 13507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 178778 members 
Entering Unmasked Estep 
Score: -19517310.000000 Penalty: 6038.134766
	Iteration 9F: 3 clusters Score -1.951731e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 187332 members 
Entering Unmasked Estep 
Score: -19525564.000000 Penalty: 6038.134766
	Iteration 10Q: 3 clusters Score -1.952556e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 191387 members 
Entering Unmasked Estep 
Score: -19529290.000000 Penalty: 6038.134766
	Iteration 11Q: 3 clusters Score -1.952929e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 192889 members 
Entering Unmasked Estep 
Score: -19530692.000000 Penalty: 6038.134766
	Iteration 12Q: 3 clusters Score -1.953069e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 193253 members 
Entering Unmasked Estep 
Score: -19531154.000000 Penalty: 6038.134766
	Iteration 13Q: 3 clusters Score -1.953115e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 193332 members 
Entering Unmasked Estep 
Score: -19531292.000000 Penalty: 6038.134766
	Iteration 14Q: 3 clusters Score -1.953129e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 193366 members 
Entering Unmasked Estep 
Score: -19531346.000000 Penalty: 6038.134766
	Iteration 15Q: 3 clusters Score -1.953135e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 193383 members 
Entering Unmasked Estep 
Score: -19531362.000000 Penalty: 6038.134766
	Iteration 16Q: 3 clusters Score -1.953136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 193398 members 
Entering Unmasked Estep 
Score: -19531402.000000 Penalty: 6038.134766
	Iteration 17Q: 3 clusters Score -1.95314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 193402 members 
Entering Unmasked Estep 
Score: -19531400.000000 Penalty: 6038.134766
	Iteration 18Q: 3 clusters Score -1.95314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193404 members 
Entering Unmasked Estep 
Score: -19531408.000000 Penalty: 6038.134766
	Iteration 19Q: 3 clusters Score -1.953141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 193403 members 
Entering Unmasked Estep 
Score: -19531402.000000 Penalty: 6038.134766
	Iteration 20F: 3 clusters Score -1.95314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Entering Unmasked Estep 
Score: -416578.312500 Penalty: 2078.750977
	Iteration 0F: 2 clusters Score -416578.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -412455.406250 Penalty: 4157.501953
	Iteration 0F: 3 clusters Score -412455.4 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -413482.468750 Penalty: 4157.501953
	Iteration 1F: 3 clusters Score -413482.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -413756.625000 Penalty: 4157.501953
	Iteration 2F: 3 clusters Score -413756.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -413962.437500 Penalty: 4157.501953
	Iteration 3F: 3 clusters Score -413962.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -414148.312500 Penalty: 4157.501953
	Iteration 4F: 3 clusters Score -414148.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -414330.656250 Penalty: 4157.501953
	Iteration 5Q: 3 clusters Score -414330.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -414537.281250 Penalty: 4157.501953
	Iteration 6Q: 3 clusters Score -414537.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -414761.781250 Penalty: 4157.501953
	Iteration 7F: 3 clusters Score -414761.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -414986.750000 Penalty: 4157.501953
	Iteration 8Q: 3 clusters Score -414986.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -415197.531250 Penalty: 4157.501953
	Iteration 9Q: 3 clusters Score -415197.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -415341.750000 Penalty: 4157.501953
	Iteration 10Q: 3 clusters Score -415341.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -415425.062500 Penalty: 4157.501953
	Iteration 11Q: 3 clusters Score -415425.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -415491.281250 Penalty: 4157.501953
	Iteration 12Q: 3 clusters Score -415491.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -415527.250000 Penalty: 4157.501953
	Iteration 13Q: 3 clusters Score -415527.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -415549.218750 Penalty: 4157.501953
	Iteration 14Q: 3 clusters Score -415549.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -415564.656250 Penalty: 4157.501953
	Iteration 15Q: 3 clusters Score -415564.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -415579.093750 Penalty: 4157.501953
	Iteration 16Q: 3 clusters Score -415579.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -415587.750000 Penalty: 4157.501953
	Iteration 17Q: 3 clusters Score -415587.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -415595.093750 Penalty: 4157.501953
	Iteration 18Q: 3 clusters Score -415595.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -415601.875000 Penalty: 4157.501953
	Iteration 19Q: 3 clusters Score -415601.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -415611.406250 Penalty: 4157.501953
	Iteration 20F: 3 clusters Score -415611.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -415619.312500 Penalty: 4157.501953
	Iteration 21Q: 3 clusters Score -415619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -415621.187500 Penalty: 4157.501953
	Iteration 22Q: 3 clusters Score -415621.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -415624.312500 Penalty: 4157.501953
	Iteration 23Q: 3 clusters Score -415624.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -415627.593750 Penalty: 4157.501953
	Iteration 24Q: 3 clusters Score -415627.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -415630.562500 Penalty: 4157.501953
	Iteration 25Q: 3 clusters Score -415630.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -415633.000000 Penalty: 4157.501953
	Iteration 26Q: 3 clusters Score -415633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -415633.375000 Penalty: 4157.501953
	Iteration 27Q: 3 clusters Score -415633.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -415633.375000 Penalty: 4157.501953
	Iteration 28F: 3 clusters Score -415633.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Entering Unmasked Estep 
Score: -684819.812500 Penalty: 2205.912354
	Iteration 0F: 2 clusters Score -684819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -678867.250000 Penalty: 4411.824707
	Iteration 0F: 3 clusters Score -678867.2 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -680473.312500 Penalty: 4411.824707
	Iteration 1F: 3 clusters Score -680473.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -680785.750000 Penalty: 4411.824707
	Iteration 2F: 3 clusters Score -680785.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -681031.812500 Penalty: 4411.824707
	Iteration 3F: 3 clusters Score -681031.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -681212.500000 Penalty: 4411.824707
	Iteration 4Q: 3 clusters Score -681212.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -681384.375000 Penalty: 4411.824707
	Iteration 5Q: 3 clusters Score -681384.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -681551.000000 Penalty: 4411.824707
	Iteration 6Q: 3 clusters Score -681551 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -681723.312500 Penalty: 4411.824707
	Iteration 7Q: 3 clusters Score -681723.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -681888.125000 Penalty: 4411.824707
	Iteration 8Q: 3 clusters Score -681888.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -682052.062500 Penalty: 4411.824707
	Iteration 9Q: 3 clusters Score -682052.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -682207.437500 Penalty: 4411.824707
	Iteration 10Q: 3 clusters Score -682207.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -682347.625000 Penalty: 4411.824707
	Iteration 11Q: 3 clusters Score -682347.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -682475.000000 Penalty: 4411.824707
	Iteration 12Q: 3 clusters Score -682475 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -682574.687500 Penalty: 4411.824707
	Iteration 13Q: 3 clusters Score -682574.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -682666.500000 Penalty: 4411.824707
	Iteration 14Q: 3 clusters Score -682666.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -682740.187500 Penalty: 4411.824707
	Iteration 15Q: 3 clusters Score -682740.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -682800.875000 Penalty: 4411.824707
	Iteration 16Q: 3 clusters Score -682800.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -682856.125000 Penalty: 4411.824707
	Iteration 17Q: 3 clusters Score -682856.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -682896.250000 Penalty: 4411.824707
	Iteration 18Q: 3 clusters Score -682896.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -682929.875000 Penalty: 4411.824707
	Iteration 19Q: 3 clusters Score -682929.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -682956.250000 Penalty: 4411.824707
	Iteration 20F: 3 clusters Score -682956.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -682977.437500 Penalty: 4411.824707
	Iteration 21Q: 3 clusters Score -682977.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -682994.000000 Penalty: 4411.824707
	Iteration 22Q: 3 clusters Score -682994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -683009.687500 Penalty: 4411.824707
	Iteration 23Q: 3 clusters Score -683009.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -683021.625000 Penalty: 4411.824707
	Iteration 24Q: 3 clusters Score -683021.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -683031.375000 Penalty: 4411.824707
	Iteration 25Q: 3 clusters Score -683031.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -683044.062500 Penalty: 4411.824707
	Iteration 26Q: 3 clusters Score -683044.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -683051.687500 Penalty: 4411.824707
	Iteration 27Q: 3 clusters Score -683051.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -683057.375000 Penalty: 4411.824707
	Iteration 28Q: 3 clusters Score -683057.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -683063.250000 Penalty: 4411.824707
	Iteration 29Q: 3 clusters Score -683063.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -683066.500000 Penalty: 4411.824707
	Iteration 30Q: 3 clusters Score -683066.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -683068.312500 Penalty: 4411.824707
	Iteration 31Q: 3 clusters Score -683068.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -683072.312500 Penalty: 4411.824707
	Iteration 32Q: 3 clusters Score -683072.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -683073.937500 Penalty: 4411.824707
	Iteration 33Q: 3 clusters Score -683073.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -683077.437500 Penalty: 4411.824707
	Iteration 34Q: 3 clusters Score -683077.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -683078.750000 Penalty: 4411.824707
	Iteration 35Q: 3 clusters Score -683078.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -683081.875000 Penalty: 4411.824707
	Iteration 36Q: 3 clusters Score -683081.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -683084.437500 Penalty: 4411.824707
	Iteration 37Q: 3 clusters Score -683084.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -683090.062500 Penalty: 4411.824707
	Iteration 38Q: 3 clusters Score -683090.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -683089.125000 Penalty: 4411.824707
	Iteration 39Q: 3 clusters Score -683089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -683089.812500 Penalty: 4411.824707
	Iteration 40F: 3 clusters Score -683089.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -683089.812500 Penalty: 4411.824707
	Iteration 41Q: 3 clusters Score -683089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -683089.062500 Penalty: 4411.824707
	Iteration 42Q: 3 clusters Score -683089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -683090.562500 Penalty: 4411.824707
	Iteration 43Q: 3 clusters Score -683090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -683090.437500 Penalty: 4411.824707
	Iteration 44Q: 3 clusters Score -683090.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -683090.437500 Penalty: 4411.824707
	Iteration 45F: 3 clusters Score -683090.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (41189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Entering Unmasked Estep 
Score: -4071299.250000 Penalty: 2635.229980
	Iteration 0F: 2 clusters Score -4071299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -4043344.750000 Penalty: 5270.459961
	Iteration 0F: 3 clusters Score -4043345 nChanged 18794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4053942.750000 Penalty: 5270.459961
	Iteration 1F: 3 clusters Score -4053943 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -4054584.000000 Penalty: 5270.459961
	Iteration 2Q: 3 clusters Score -4054584 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -4055287.750000 Penalty: 5270.459961
	Iteration 3Q: 3 clusters Score -4055288 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -4056137.000000 Penalty: 5270.459961
	Iteration 4Q: 3 clusters Score -4056137 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -4057252.500000 Penalty: 5270.459961
	Iteration 5F: 3 clusters Score -4057252 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -4058542.000000 Penalty: 5270.459961
	Iteration 6F: 3 clusters Score -4058542 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -4059954.500000 Penalty: 5270.459961
	Iteration 7F: 3 clusters Score -4059954 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -4061280.250000 Penalty: 5270.459961
	Iteration 8F: 3 clusters Score -4061280 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -4062272.250000 Penalty: 5270.459961
	Iteration 9Q: 3 clusters Score -4062272 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -4063094.250000 Penalty: 5270.459961
	Iteration 10Q: 3 clusters Score -4063094 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -4063782.500000 Penalty: 5270.459961
	Iteration 11Q: 3 clusters Score -4063782 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -4064297.750000 Penalty: 5270.459961
	Iteration 12Q: 3 clusters Score -4064298 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -4064641.500000 Penalty: 5270.459961
	Iteration 13Q: 3 clusters Score -4064642 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -4064862.250000 Penalty: 5270.459961
	Iteration 14Q: 3 clusters Score -4064862 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -4064982.000000 Penalty: 5270.459961
	Iteration 15Q: 3 clusters Score -4064982 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -4065065.250000 Penalty: 5270.459961
	Iteration 16Q: 3 clusters Score -4065065 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -4065144.000000 Penalty: 5270.459961
	Iteration 17Q: 3 clusters Score -4065144 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -4065240.750000 Penalty: 5270.459961
	Iteration 18Q: 3 clusters Score -4065241 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4065309.750000 Penalty: 5270.459961
	Iteration 19Q: 3 clusters Score -4065310 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4065364.500000 Penalty: 5270.459961
	Iteration 20F: 3 clusters Score -4065364 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -4065411.750000 Penalty: 5270.459961
	Iteration 21Q: 3 clusters Score -4065412 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -4065446.250000 Penalty: 5270.459961
	Iteration 22Q: 3 clusters Score -4065446 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -4065479.000000 Penalty: 5270.459961
	Iteration 23Q: 3 clusters Score -4065479 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -4065513.250000 Penalty: 5270.459961
	Iteration 24Q: 3 clusters Score -4065513 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -4065558.500000 Penalty: 5270.459961
	Iteration 25Q: 3 clusters Score -4065558 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4065606.750000 Penalty: 5270.459961
	Iteration 26Q: 3 clusters Score -4065607 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -4065636.500000 Penalty: 5270.459961
	Iteration 27Q: 3 clusters Score -4065636 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -4065679.250000 Penalty: 5270.459961
	Iteration 28Q: 3 clusters Score -4065679 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -4065696.250000 Penalty: 5270.459961
	Iteration 29Q: 3 clusters Score -4065696 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -4065727.500000 Penalty: 5270.459961
	Iteration 30Q: 3 clusters Score -4065728 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -4065758.500000 Penalty: 5270.459961
	Iteration 31Q: 3 clusters Score -4065758 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -4065788.000000 Penalty: 5270.459961
	Iteration 32Q: 3 clusters Score -4065788 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -4065813.000000 Penalty: 5270.459961
	Iteration 33Q: 3 clusters Score -4065813 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4065853.750000 Penalty: 5270.459961
	Iteration 34Q: 3 clusters Score -4065854 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -4065893.500000 Penalty: 5270.459961
	Iteration 35Q: 3 clusters Score -4065894 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -4065915.750000 Penalty: 5270.459961
	Iteration 36Q: 3 clusters Score -4065916 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -4065937.000000 Penalty: 5270.459961
	Iteration 37Q: 3 clusters Score -4065937 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -4065968.000000 Penalty: 5270.459961
	Iteration 38Q: 3 clusters Score -4065968 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -4065998.000000 Penalty: 5270.459961
	Iteration 39Q: 3 clusters Score -4065998 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -4066030.500000 Penalty: 5270.459961
	Iteration 40F: 3 clusters Score -4066030 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -4066077.500000 Penalty: 5270.459961
	Iteration 41Q: 3 clusters Score -4066078 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -4066116.500000 Penalty: 5270.459961
	Iteration 42Q: 3 clusters Score -4066116 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -4066157.250000 Penalty: 5270.459961
	Iteration 43Q: 3 clusters Score -4066157 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -4066205.500000 Penalty: 5270.459961
	Iteration 44Q: 3 clusters Score -4066206 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -4066261.750000 Penalty: 5270.459961
	Iteration 45Q: 3 clusters Score -4066262 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -4066317.250000 Penalty: 5270.459961
	Iteration 46Q: 3 clusters Score -4066317 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -4066391.750000 Penalty: 5270.459961
	Iteration 47Q: 3 clusters Score -4066392 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -4066433.500000 Penalty: 5270.459961
	Iteration 48Q: 3 clusters Score -4066434 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -4066504.000000 Penalty: 5270.459961
	Iteration 49Q: 3 clusters Score -4066504 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -4066594.500000 Penalty: 5270.459961
	Iteration 50Q: 3 clusters Score -4066594 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -4066665.750000 Penalty: 5270.459961
	Iteration 51Q: 3 clusters Score -4066666 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -4066742.000000 Penalty: 5270.459961
	Iteration 52Q: 3 clusters Score -4066742 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -4066834.500000 Penalty: 5270.459961
	Iteration 53Q: 3 clusters Score -4066834 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4066924.750000 Penalty: 5270.459961
	Iteration 54Q: 3 clusters Score -4066925 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -4067046.000000 Penalty: 5270.459961
	Iteration 55Q: 3 clusters Score -4067046 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -4067162.000000 Penalty: 5270.459961
	Iteration 56Q: 3 clusters Score -4067162 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -4067279.500000 Penalty: 5270.459961
	Iteration 57Q: 3 clusters Score -4067280 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -4067398.000000 Penalty: 5270.459961
	Iteration 58Q: 3 clusters Score -4067398 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -4067535.000000 Penalty: 5270.459961
	Iteration 59Q: 3 clusters Score -4067535 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -4067676.000000 Penalty: 5270.459961
	Iteration 60F: 3 clusters Score -4067676 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -4067856.250000 Penalty: 5270.459961
	Iteration 61Q: 3 clusters Score -4067856 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -4068033.250000 Penalty: 5270.459961
	Iteration 62Q: 3 clusters Score -4068033 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -4068202.750000 Penalty: 5270.459961
	Iteration 63Q: 3 clusters Score -4068203 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -4068330.250000 Penalty: 5270.459961
	Iteration 64Q: 3 clusters Score -4068330 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -4068464.000000 Penalty: 5270.459961
	Iteration 65Q: 3 clusters Score -4068464 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -4068567.500000 Penalty: 5270.459961
	Iteration 66Q: 3 clusters Score -4068568 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4068660.750000 Penalty: 5270.459961
	Iteration 67Q: 3 clusters Score -4068661 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -4068733.750000 Penalty: 5270.459961
	Iteration 68Q: 3 clusters Score -4068734 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -4068787.750000 Penalty: 5270.459961
	Iteration 69Q: 3 clusters Score -4068788 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -4068866.250000 Penalty: 5270.459961
	Iteration 70Q: 3 clusters Score -4068866 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -4068905.750000 Penalty: 5270.459961
	Iteration 71Q: 3 clusters Score -4068906 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -4068969.250000 Penalty: 5270.459961
	Iteration 72Q: 3 clusters Score -4068969 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -4068998.000000 Penalty: 5270.459961
	Iteration 73Q: 3 clusters Score -4068998 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4069018.000000 Penalty: 5270.459961
	Iteration 74Q: 3 clusters Score -4069018 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -4069063.000000 Penalty: 5270.459961
	Iteration 75Q: 3 clusters Score -4069063 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -4069101.250000 Penalty: 5270.459961
	Iteration 76Q: 3 clusters Score -4069101 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4069124.250000 Penalty: 5270.459961
	Iteration 77Q: 3 clusters Score -4069124 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -4069151.750000 Penalty: 5270.459961
	Iteration 78Q: 3 clusters Score -4069152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4069159.500000 Penalty: 5270.459961
	Iteration 79Q: 3 clusters Score -4069160 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4069160.500000 Penalty: 5270.459961
	Iteration 80F: 3 clusters Score -4069160 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4069165.500000 Penalty: 5270.459961
	Iteration 81Q: 3 clusters Score -4069166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4069167.750000 Penalty: 5270.459961
	Iteration 82Q: 3 clusters Score -4069168 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4069194.500000 Penalty: 5270.459961
	Iteration 83Q: 3 clusters Score -4069194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -4069215.000000 Penalty: 5270.459961
	Iteration 84Q: 3 clusters Score -4069215 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4069220.750000 Penalty: 5270.459961
	Iteration 85Q: 3 clusters Score -4069221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4069240.000000 Penalty: 5270.459961
	Iteration 86Q: 3 clusters Score -4069240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4069245.750000 Penalty: 5270.459961
	Iteration 87Q: 3 clusters Score -4069246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4069249.250000 Penalty: 5270.459961
	Iteration 88Q: 3 clusters Score -4069249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4069268.500000 Penalty: 5270.459961
	Iteration 89Q: 3 clusters Score -4069268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4069281.250000 Penalty: 5270.459961
	Iteration 90Q: 3 clusters Score -4069281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4069294.750000 Penalty: 5270.459961
	Iteration 91Q: 3 clusters Score -4069295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4069301.250000 Penalty: 5270.459961
	Iteration 92Q: 3 clusters Score -4069301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4069299.000000 Penalty: 5270.459961
	Iteration 93Q: 3 clusters Score -4069299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4069290.500000 Penalty: 5270.459961
	Iteration 94Q: 3 clusters Score -4069290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4069293.750000 Penalty: 5270.459961
	Iteration 95Q: 3 clusters Score -4069294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4069294.250000 Penalty: 5270.459961
	Iteration 96Q: 3 clusters Score -4069294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4069295.750000 Penalty: 5270.459961
	Iteration 97Q: 3 clusters Score -4069296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4069308.750000 Penalty: 5270.459961
	Iteration 98Q: 3 clusters Score -4069309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4069317.750000 Penalty: 5270.459961
	Iteration 99Q: 3 clusters Score -4069318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4069323.750000 Penalty: 5270.459961
	Iteration 100F: 3 clusters Score -4069324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4069337.000000 Penalty: 5270.459961
	Iteration 101Q: 3 clusters Score -4069337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4069349.250000 Penalty: 5270.459961
	Iteration 102Q: 3 clusters Score -4069349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4069363.250000 Penalty: 5270.459961
	Iteration 103Q: 3 clusters Score -4069363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4069373.250000 Penalty: 5270.459961
	Iteration 104Q: 3 clusters Score -4069373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4069378.000000 Penalty: 5270.459961
	Iteration 105Q: 3 clusters Score -4069378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4069373.750000 Penalty: 5270.459961
	Iteration 106Q: 3 clusters Score -4069374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4069381.750000 Penalty: 5270.459961
	Iteration 107Q: 3 clusters Score -4069382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4069381.750000 Penalty: 5270.459961
	Iteration 108Q: 3 clusters Score -4069382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4069387.250000 Penalty: 5270.459961
	Iteration 109Q: 3 clusters Score -4069387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4069388.500000 Penalty: 5270.459961
	Iteration 110Q: 3 clusters Score -4069388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4069388.000000 Penalty: 5270.459961
	Iteration 111Q: 3 clusters Score -4069388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4069390.750000 Penalty: 5270.459961
	Iteration 112Q: 3 clusters Score -4069391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4069388.500000 Penalty: 5270.459961
	Iteration 113Q: 3 clusters Score -4069388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4069399.000000 Penalty: 5270.459961
	Iteration 114Q: 3 clusters Score -4069399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4069397.500000 Penalty: 5270.459961
	Iteration 115Q: 3 clusters Score -4069398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4069390.750000 Penalty: 5270.459961
	Iteration 116Q: 3 clusters Score -4069391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4069394.500000 Penalty: 5270.459961
	Iteration 117Q: 3 clusters Score -4069394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4069396.250000 Penalty: 5270.459961
	Iteration 118Q: 3 clusters Score -4069396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4069396.250000 Penalty: 5270.459961
	Iteration 119Q: 3 clusters Score -4069396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4069396.000000 Penalty: 5270.459961
	Iteration 120F: 3 clusters Score -4069396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4069400.500000 Penalty: 5270.459961
	Iteration 121Q: 3 clusters Score -4069400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4069397.750000 Penalty: 5270.459961
	Iteration 122Q: 3 clusters Score -4069398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4069401.250000 Penalty: 5270.459961
	Iteration 123Q: 3 clusters Score -4069401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4069398.500000 Penalty: 5270.459961
	Iteration 124Q: 3 clusters Score -4069398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4069398.500000 Penalty: 5270.459961
	Iteration 125F: 3 clusters Score -4069398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Entering Unmasked Estep 
Score: -2037868.500000 Penalty: 2463.563965
	Iteration 0F: 2 clusters Score -2037868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2023307.375000 Penalty: 4927.127930
	Iteration 0F: 3 clusters Score -2023307 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2028310.750000 Penalty: 4927.127930
	Iteration 1F: 3 clusters Score -2028311 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2028710.125000 Penalty: 4927.127930
	Iteration 2F: 3 clusters Score -2028710 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2029020.375000 Penalty: 4927.127930
	Iteration 3Q: 3 clusters Score -2029020 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2029309.250000 Penalty: 4927.127930
	Iteration 4Q: 3 clusters Score -2029309 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2029560.125000 Penalty: 4927.127930
	Iteration 5Q: 3 clusters Score -2029560 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2029829.750000 Penalty: 4927.127930
	Iteration 6Q: 3 clusters Score -2029830 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2030177.500000 Penalty: 4927.127930
	Iteration 7Q: 3 clusters Score -2030178 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2030525.250000 Penalty: 4927.127930
	Iteration 8Q: 3 clusters Score -2030525 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2030931.750000 Penalty: 4927.127930
	Iteration 9Q: 3 clusters Score -2030932 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2031454.750000 Penalty: 4927.127930
	Iteration 10Q: 3 clusters Score -2031455 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2032037.125000 Penalty: 4927.127930
	Iteration 11Q: 3 clusters Score -2032037 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2032680.875000 Penalty: 4927.127930
	Iteration 12Q: 3 clusters Score -2032681 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2033358.125000 Penalty: 4927.127930
	Iteration 13Q: 3 clusters Score -2033358 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2034004.875000 Penalty: 4927.127930
	Iteration 14Q: 3 clusters Score -2034005 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2034622.375000 Penalty: 4927.127930
	Iteration 15Q: 3 clusters Score -2034622 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2035166.375000 Penalty: 4927.127930
	Iteration 16Q: 3 clusters Score -2035166 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2035610.375000 Penalty: 4927.127930
	Iteration 17Q: 3 clusters Score -2035610 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2035919.750000 Penalty: 4927.127930
	Iteration 18Q: 3 clusters Score -2035920 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2036117.250000 Penalty: 4927.127930
	Iteration 19Q: 3 clusters Score -2036117 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2036267.375000 Penalty: 4927.127930
	Iteration 20F: 3 clusters Score -2036267 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2036362.500000 Penalty: 4927.127930
	Iteration 21Q: 3 clusters Score -2036362 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2036435.625000 Penalty: 4927.127930
	Iteration 22Q: 3 clusters Score -2036436 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2036499.000000 Penalty: 4927.127930
	Iteration 23Q: 3 clusters Score -2036499 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2036549.875000 Penalty: 4927.127930
	Iteration 24Q: 3 clusters Score -2036550 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2036585.875000 Penalty: 4927.127930
	Iteration 25Q: 3 clusters Score -2036586 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2036631.750000 Penalty: 4927.127930
	Iteration 26Q: 3 clusters Score -2036632 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2036669.875000 Penalty: 4927.127930
	Iteration 27Q: 3 clusters Score -2036670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2036699.375000 Penalty: 4927.127930
	Iteration 28Q: 3 clusters Score -2036699 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2036718.375000 Penalty: 4927.127930
	Iteration 29Q: 3 clusters Score -2036718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2036742.500000 Penalty: 4927.127930
	Iteration 30Q: 3 clusters Score -2036742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2036763.125000 Penalty: 4927.127930
	Iteration 31Q: 3 clusters Score -2036763 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2036787.750000 Penalty: 4927.127930
	Iteration 32Q: 3 clusters Score -2036788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2036804.750000 Penalty: 4927.127930
	Iteration 33Q: 3 clusters Score -2036805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2036810.750000 Penalty: 4927.127930
	Iteration 34Q: 3 clusters Score -2036811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2036819.625000 Penalty: 4927.127930
	Iteration 35Q: 3 clusters Score -2036820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2036828.750000 Penalty: 4927.127930
	Iteration 36Q: 3 clusters Score -2036829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2036840.375000 Penalty: 4927.127930
	Iteration 37Q: 3 clusters Score -2036840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2036846.250000 Penalty: 4927.127930
	Iteration 38Q: 3 clusters Score -2036846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2036853.625000 Penalty: 4927.127930
	Iteration 39Q: 3 clusters Score -2036854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2036863.375000 Penalty: 4927.127930
	Iteration 40F: 3 clusters Score -2036863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2036872.500000 Penalty: 4927.127930
	Iteration 41Q: 3 clusters Score -2036872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2036875.875000 Penalty: 4927.127930
	Iteration 42Q: 3 clusters Score -2036876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2036881.875000 Penalty: 4927.127930
	Iteration 43Q: 3 clusters Score -2036882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2036887.000000 Penalty: 4927.127930
	Iteration 44Q: 3 clusters Score -2036887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2036891.500000 Penalty: 4927.127930
	Iteration 45Q: 3 clusters Score -2036892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2036890.875000 Penalty: 4927.127930
	Iteration 46Q: 3 clusters Score -2036891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2036895.750000 Penalty: 4927.127930
	Iteration 47Q: 3 clusters Score -2036896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2036899.750000 Penalty: 4927.127930
	Iteration 48Q: 3 clusters Score -2036900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2036903.125000 Penalty: 4927.127930
	Iteration 49Q: 3 clusters Score -2036903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2036903.750000 Penalty: 4927.127930
	Iteration 50Q: 3 clusters Score -2036904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2036910.500000 Penalty: 4927.127930
	Iteration 51Q: 3 clusters Score -2036910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2036908.250000 Penalty: 4927.127930
	Iteration 52Q: 3 clusters Score -2036908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2036909.625000 Penalty: 4927.127930
	Iteration 53Q: 3 clusters Score -2036910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2036909.625000 Penalty: 4927.127930
	Iteration 54F: 3 clusters Score -2036910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Entering Unmasked Estep 
Score: -1079995.125000 Penalty: 2309.307129
	Iteration 0F: 2 clusters Score -1079995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1071685.625000 Penalty: 4618.614258
	Iteration 0F: 3 clusters Score -1071686 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1074161.125000 Penalty: 4618.614258
	Iteration 1F: 3 clusters Score -1074161 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1074504.250000 Penalty: 4618.614258
	Iteration 2F: 3 clusters Score -1074504 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1074791.250000 Penalty: 4618.614258
	Iteration 3F: 3 clusters Score -1074791 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1075057.125000 Penalty: 4618.614258
	Iteration 4Q: 3 clusters Score -1075057 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1075358.250000 Penalty: 4618.614258
	Iteration 5Q: 3 clusters Score -1075358 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1075683.000000 Penalty: 4618.614258
	Iteration 6F: 3 clusters Score -1075683 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1076060.500000 Penalty: 4618.614258
	Iteration 7F: 3 clusters Score -1076060 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1076469.750000 Penalty: 4618.614258
	Iteration 8F: 3 clusters Score -1076470 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1076821.125000 Penalty: 4618.614258
	Iteration 9Q: 3 clusters Score -1076821 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1077104.625000 Penalty: 4618.614258
	Iteration 10Q: 3 clusters Score -1077105 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1077352.125000 Penalty: 4618.614258
	Iteration 11Q: 3 clusters Score -1077352 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1077534.500000 Penalty: 4618.614258
	Iteration 12Q: 3 clusters Score -1077534 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1077666.500000 Penalty: 4618.614258
	Iteration 13Q: 3 clusters Score -1077666 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1077758.750000 Penalty: 4618.614258
	Iteration 14Q: 3 clusters Score -1077759 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1077819.000000 Penalty: 4618.614258
	Iteration 15Q: 3 clusters Score -1077819 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1077872.375000 Penalty: 4618.614258
	Iteration 16Q: 3 clusters Score -1077872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1077903.750000 Penalty: 4618.614258
	Iteration 17Q: 3 clusters Score -1077904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1077935.500000 Penalty: 4618.614258
	Iteration 18Q: 3 clusters Score -1077936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1077955.875000 Penalty: 4618.614258
	Iteration 19Q: 3 clusters Score -1077956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1077968.375000 Penalty: 4618.614258
	Iteration 20F: 3 clusters Score -1077968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1077977.375000 Penalty: 4618.614258
	Iteration 21Q: 3 clusters Score -1077977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1077988.625000 Penalty: 4618.614258
	Iteration 22Q: 3 clusters Score -1077989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1078000.500000 Penalty: 4618.614258
	Iteration 23Q: 3 clusters Score -1078000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1078004.625000 Penalty: 4618.614258
	Iteration 24Q: 3 clusters Score -1078005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1078009.000000 Penalty: 4618.614258
	Iteration 25Q: 3 clusters Score -1078009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1078013.125000 Penalty: 4618.614258
	Iteration 26Q: 3 clusters Score -1078013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1078016.875000 Penalty: 4618.614258
	Iteration 27Q: 3 clusters Score -1078017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1078026.000000 Penalty: 4618.614258
	Iteration 28Q: 3 clusters Score -1078026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1078030.750000 Penalty: 4618.614258
	Iteration 29Q: 3 clusters Score -1078031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1078034.500000 Penalty: 4618.614258
	Iteration 30Q: 3 clusters Score -1078034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1078039.375000 Penalty: 4618.614258
	Iteration 31Q: 3 clusters Score -1078039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1078042.875000 Penalty: 4618.614258
	Iteration 32Q: 3 clusters Score -1078043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1078046.375000 Penalty: 4618.614258
	Iteration 33Q: 3 clusters Score -1078046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1078055.875000 Penalty: 4618.614258
	Iteration 34Q: 3 clusters Score -1078056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1078060.625000 Penalty: 4618.614258
	Iteration 35Q: 3 clusters Score -1078061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1078071.750000 Penalty: 4618.614258
	Iteration 36Q: 3 clusters Score -1078072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1078076.000000 Penalty: 4618.614258
	Iteration 37Q: 3 clusters Score -1078076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1078075.625000 Penalty: 4618.614258
	Iteration 38Q: 3 clusters Score -1078076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1078077.750000 Penalty: 4618.614258
	Iteration 39Q: 3 clusters Score -1078078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1078078.000000 Penalty: 4618.614258
	Iteration 40F: 3 clusters Score -1078078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1078081.000000 Penalty: 4618.614258
	Iteration 41Q: 3 clusters Score -1078081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1078081.000000 Penalty: 4618.614258
	Iteration 42F: 3 clusters Score -1078081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (66778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66778 members 
Entering Unmasked Estep 
Score: -6788178.000000 Penalty: 2755.063965
	Iteration 0F: 2 clusters Score -6788178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -6743389.000000 Penalty: 5510.127930
	Iteration 0F: 3 clusters Score -6743389 nChanged 31312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -6760843.500000 Penalty: 5510.127930
	Iteration 1F: 3 clusters Score -6760844 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -6761642.000000 Penalty: 5510.127930
	Iteration 2Q: 3 clusters Score -6761642 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -6762639.000000 Penalty: 5510.127930
	Iteration 3Q: 3 clusters Score -6762639 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -6764239.500000 Penalty: 5510.127930
	Iteration 4F: 3 clusters Score -6764240 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -6766958.500000 Penalty: 5510.127930
	Iteration 5F: 3 clusters Score -6766958 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -6770949.500000 Penalty: 5510.127930
	Iteration 6F: 3 clusters Score -6770950 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -6775910.500000 Penalty: 5510.127930
	Iteration 7F: 3 clusters Score -6775910 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -6780296.500000 Penalty: 5510.127930
	Iteration 8F: 3 clusters Score -6780296 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -6783141.000000 Penalty: 5510.127930
	Iteration 9Q: 3 clusters Score -6783141 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -6784593.500000 Penalty: 5510.127930
	Iteration 10Q: 3 clusters Score -6784594 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 65469 members 
Entering Unmasked Estep 
Score: -6785255.500000 Penalty: 5510.127930
	Iteration 11Q: 3 clusters Score -6785256 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -6785515.000000 Penalty: 5510.127930
	Iteration 12Q: 3 clusters Score -6785515 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -6785647.500000 Penalty: 5510.127930
	Iteration 13Q: 3 clusters Score -6785648 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -6785718.500000 Penalty: 5510.127930
	Iteration 14Q: 3 clusters Score -6785718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -6785761.000000 Penalty: 5510.127930
	Iteration 15Q: 3 clusters Score -6785761 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -6785793.500000 Penalty: 5510.127930
	Iteration 16Q: 3 clusters Score -6785794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -6785817.000000 Penalty: 5510.127930
	Iteration 17Q: 3 clusters Score -6785817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -6785834.000000 Penalty: 5510.127930
	Iteration 18Q: 3 clusters Score -6785834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -6785846.500000 Penalty: 5510.127930
	Iteration 19Q: 3 clusters Score -6785846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -6785859.500000 Penalty: 5510.127930
	Iteration 20F: 3 clusters Score -6785860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -6785868.500000 Penalty: 5510.127930
	Iteration 21Q: 3 clusters Score -6785868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -6785869.500000 Penalty: 5510.127930
	Iteration 22Q: 3 clusters Score -6785870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -6785884.000000 Penalty: 5510.127930
	Iteration 23Q: 3 clusters Score -6785884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -6785893.000000 Penalty: 5510.127930
	Iteration 24Q: 3 clusters Score -6785893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -6785884.500000 Penalty: 5510.127930
	Iteration 25Q: 3 clusters Score -6785884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -6785896.500000 Penalty: 5510.127930
	Iteration 26Q: 3 clusters Score -6785896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -6785896.500000 Penalty: 5510.127930
	Iteration 27F: 3 clusters Score -6785896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -120955.195312 Penalty: 1778.951538
	Iteration 0F: 2 clusters Score -120955.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -118801.437500 Penalty: 3557.903076
	Iteration 0F: 3 clusters Score -118801.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -119170.632812 Penalty: 3557.903076
	Iteration 1F: 3 clusters Score -119170.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -119287.367188 Penalty: 3557.903076
	Iteration 2F: 3 clusters Score -119287.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -119368.945312 Penalty: 3557.903076
	Iteration 3Q: 3 clusters Score -119368.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -119418.140625 Penalty: 3557.903076
	Iteration 4Q: 3 clusters Score -119418.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -119450.984375 Penalty: 3557.903076
	Iteration 5Q: 3 clusters Score -119451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -119469.906250 Penalty: 3557.903076
	Iteration 6Q: 3 clusters Score -119469.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -119482.171875 Penalty: 3557.903076
	Iteration 7Q: 3 clusters Score -119482.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -119492.914062 Penalty: 3557.903076
	Iteration 8Q: 3 clusters Score -119492.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -119504.984375 Penalty: 3557.903076
	Iteration 9Q: 3 clusters Score -119505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -119519.867188 Penalty: 3557.903076
	Iteration 10Q: 3 clusters Score -119519.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -119525.898438 Penalty: 3557.903076
	Iteration 11Q: 3 clusters Score -119525.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -119530.429688 Penalty: 3557.903076
	Iteration 12Q: 3 clusters Score -119530.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -119548.460938 Penalty: 3557.903076
	Iteration 13Q: 3 clusters Score -119548.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -119557.007812 Penalty: 3557.903076
	Iteration 14Q: 3 clusters Score -119557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -119557.500000 Penalty: 3557.903076
	Iteration 15Q: 3 clusters Score -119557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -119558.210938 Penalty: 3557.903076
	Iteration 16Q: 3 clusters Score -119558.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -119558.210938 Penalty: 3557.903076
	Iteration 17F: 3 clusters Score -119558.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Entering Unmasked Estep 
Score: -767919.687500 Penalty: 2215.090332
	Iteration 0F: 2 clusters Score -767919.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -761852.062500 Penalty: 4430.180664
	Iteration 0F: 3 clusters Score -761852.1 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -763520.750000 Penalty: 4430.180664
	Iteration 1F: 3 clusters Score -763520.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -763829.125000 Penalty: 4430.180664
	Iteration 2F: 3 clusters Score -763829.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -764060.250000 Penalty: 4430.180664
	Iteration 3F: 3 clusters Score -764060.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -764274.500000 Penalty: 4430.180664
	Iteration 4Q: 3 clusters Score -764274.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -764468.437500 Penalty: 4430.180664
	Iteration 5Q: 3 clusters Score -764468.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -764637.312500 Penalty: 4430.180664
	Iteration 6Q: 3 clusters Score -764637.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -764808.937500 Penalty: 4430.180664
	Iteration 7Q: 3 clusters Score -764808.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -764959.687500 Penalty: 4430.180664
	Iteration 8Q: 3 clusters Score -764959.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -765088.375000 Penalty: 4430.180664
	Iteration 9Q: 3 clusters Score -765088.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -765191.750000 Penalty: 4430.180664
	Iteration 10Q: 3 clusters Score -765191.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -765268.812500 Penalty: 4430.180664
	Iteration 11Q: 3 clusters Score -765268.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -765327.437500 Penalty: 4430.180664
	Iteration 12Q: 3 clusters Score -765327.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -765371.937500 Penalty: 4430.180664
	Iteration 13Q: 3 clusters Score -765371.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -765396.500000 Penalty: 4430.180664
	Iteration 14Q: 3 clusters Score -765396.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -765418.062500 Penalty: 4430.180664
	Iteration 15Q: 3 clusters Score -765418.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -765430.812500 Penalty: 4430.180664
	Iteration 16Q: 3 clusters Score -765430.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -765445.500000 Penalty: 4430.180664
	Iteration 17Q: 3 clusters Score -765445.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -765453.625000 Penalty: 4430.180664
	Iteration 18Q: 3 clusters Score -765453.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -765456.125000 Penalty: 4430.180664
	Iteration 19Q: 3 clusters Score -765456.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -765459.875000 Penalty: 4430.180664
	Iteration 20F: 3 clusters Score -765459.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -765460.625000 Penalty: 4430.180664
	Iteration 21Q: 3 clusters Score -765460.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -765463.875000 Penalty: 4430.180664
	Iteration 22Q: 3 clusters Score -765463.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -765467.000000 Penalty: 4430.180664
	Iteration 23Q: 3 clusters Score -765467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -765469.500000 Penalty: 4430.180664
	Iteration 24Q: 3 clusters Score -765469.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -765472.187500 Penalty: 4430.180664
	Iteration 25Q: 3 clusters Score -765472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -765472.625000 Penalty: 4430.180664
	Iteration 26Q: 3 clusters Score -765472.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -765476.375000 Penalty: 4430.180664
	Iteration 27Q: 3 clusters Score -765476.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -765478.937500 Penalty: 4430.180664
	Iteration 28Q: 3 clusters Score -765478.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -765483.187500 Penalty: 4430.180664
	Iteration 29Q: 3 clusters Score -765483.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -765486.500000 Penalty: 4430.180664
	Iteration 30Q: 3 clusters Score -765486.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -765491.812500 Penalty: 4430.180664
	Iteration 31Q: 3 clusters Score -765491.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -765496.062500 Penalty: 4430.180664
	Iteration 32Q: 3 clusters Score -765496.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -765501.000000 Penalty: 4430.180664
	Iteration 33Q: 3 clusters Score -765501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -765507.125000 Penalty: 4430.180664
	Iteration 34Q: 3 clusters Score -765507.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -765511.562500 Penalty: 4430.180664
	Iteration 35Q: 3 clusters Score -765511.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -765517.125000 Penalty: 4430.180664
	Iteration 36Q: 3 clusters Score -765517.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -765523.125000 Penalty: 4430.180664
	Iteration 37Q: 3 clusters Score -765523.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -765527.312500 Penalty: 4430.180664
	Iteration 38Q: 3 clusters Score -765527.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -765531.312500 Penalty: 4430.180664
	Iteration 39Q: 3 clusters Score -765531.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -765537.250000 Penalty: 4430.180664
	Iteration 40F: 3 clusters Score -765537.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -765541.687500 Penalty: 4430.180664
	Iteration 41Q: 3 clusters Score -765541.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -765547.500000 Penalty: 4430.180664
	Iteration 42Q: 3 clusters Score -765547.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -765550.687500 Penalty: 4430.180664
	Iteration 43Q: 3 clusters Score -765550.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -765553.562500 Penalty: 4430.180664
	Iteration 44Q: 3 clusters Score -765553.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -765559.375000 Penalty: 4430.180664
	Iteration 45Q: 3 clusters Score -765559.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -765563.375000 Penalty: 4430.180664
	Iteration 46Q: 3 clusters Score -765563.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -765564.625000 Penalty: 4430.180664
	Iteration 47Q: 3 clusters Score -765564.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -765566.937500 Penalty: 4430.180664
	Iteration 48Q: 3 clusters Score -765566.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -765568.562500 Penalty: 4430.180664
	Iteration 49Q: 3 clusters Score -765568.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -765570.312500 Penalty: 4430.180664
	Iteration 50Q: 3 clusters Score -765570.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -765571.750000 Penalty: 4430.180664
	Iteration 51Q: 3 clusters Score -765571.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -765574.687500 Penalty: 4430.180664
	Iteration 52Q: 3 clusters Score -765574.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -765576.625000 Penalty: 4430.180664
	Iteration 53Q: 3 clusters Score -765576.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -765580.312500 Penalty: 4430.180664
	Iteration 54Q: 3 clusters Score -765580.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -765582.875000 Penalty: 4430.180664
	Iteration 55Q: 3 clusters Score -765582.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -765583.250000 Penalty: 4430.180664
	Iteration 56Q: 3 clusters Score -765583.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -765587.562500 Penalty: 4430.180664
	Iteration 57Q: 3 clusters Score -765587.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -765592.250000 Penalty: 4430.180664
	Iteration 58Q: 3 clusters Score -765592.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -765593.625000 Penalty: 4430.180664
	Iteration 59Q: 3 clusters Score -765593.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -765598.437500 Penalty: 4430.180664
	Iteration 60F: 3 clusters Score -765598.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -765600.500000 Penalty: 4430.180664
	Iteration 61Q: 3 clusters Score -765600.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -765605.625000 Penalty: 4430.180664
	Iteration 62Q: 3 clusters Score -765605.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -765610.062500 Penalty: 4430.180664
	Iteration 63Q: 3 clusters Score -765610.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -765616.187500 Penalty: 4430.180664
	Iteration 64Q: 3 clusters Score -765616.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -765622.000000 Penalty: 4430.180664
	Iteration 65Q: 3 clusters Score -765622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -765624.937500 Penalty: 4430.180664
	Iteration 66Q: 3 clusters Score -765624.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -765632.125000 Penalty: 4430.180664
	Iteration 67Q: 3 clusters Score -765632.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -765640.062500 Penalty: 4430.180664
	Iteration 68Q: 3 clusters Score -765640.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -765645.687500 Penalty: 4430.180664
	Iteration 69Q: 3 clusters Score -765645.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -765652.875000 Penalty: 4430.180664
	Iteration 70Q: 3 clusters Score -765652.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -765653.250000 Penalty: 4430.180664
	Iteration 71Q: 3 clusters Score -765653.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -765659.375000 Penalty: 4430.180664
	Iteration 72Q: 3 clusters Score -765659.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -765663.437500 Penalty: 4430.180664
	Iteration 73Q: 3 clusters Score -765663.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -765663.000000 Penalty: 4430.180664
	Iteration 74Q: 3 clusters Score -765663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -765670.250000 Penalty: 4430.180664
	Iteration 75Q: 3 clusters Score -765670.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -765674.437500 Penalty: 4430.180664
	Iteration 76Q: 3 clusters Score -765674.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -765676.750000 Penalty: 4430.180664
	Iteration 77Q: 3 clusters Score -765676.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -765680.312500 Penalty: 4430.180664
	Iteration 78Q: 3 clusters Score -765680.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -765685.125000 Penalty: 4430.180664
	Iteration 79Q: 3 clusters Score -765685.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -765687.250000 Penalty: 4430.180664
	Iteration 80F: 3 clusters Score -765687.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -765690.875000 Penalty: 4430.180664
	Iteration 81Q: 3 clusters Score -765690.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -765694.125000 Penalty: 4430.180664
	Iteration 82Q: 3 clusters Score -765694.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -765699.250000 Penalty: 4430.180664
	Iteration 83Q: 3 clusters Score -765699.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -765699.500000 Penalty: 4430.180664
	Iteration 84Q: 3 clusters Score -765699.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -765703.375000 Penalty: 4430.180664
	Iteration 85Q: 3 clusters Score -765703.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -765703.312500 Penalty: 4430.180664
	Iteration 86Q: 3 clusters Score -765703.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -765702.687500 Penalty: 4430.180664
	Iteration 87Q: 3 clusters Score -765702.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -765705.250000 Penalty: 4430.180664
	Iteration 88Q: 3 clusters Score -765705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -765706.437500 Penalty: 4430.180664
	Iteration 89Q: 3 clusters Score -765706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -765706.250000 Penalty: 4430.180664
	Iteration 90Q: 3 clusters Score -765706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -765707.437500 Penalty: 4430.180664
	Iteration 91Q: 3 clusters Score -765707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -765708.500000 Penalty: 4430.180664
	Iteration 92Q: 3 clusters Score -765708.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -765709.187500 Penalty: 4430.180664
	Iteration 93Q: 3 clusters Score -765709.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -765710.062500 Penalty: 4430.180664
	Iteration 94Q: 3 clusters Score -765710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -765709.750000 Penalty: 4430.180664
	Iteration 95Q: 3 clusters Score -765709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -765711.250000 Penalty: 4430.180664
	Iteration 96Q: 3 clusters Score -765711.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -765714.750000 Penalty: 4430.180664
	Iteration 97Q: 3 clusters Score -765714.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -765713.500000 Penalty: 4430.180664
	Iteration 98Q: 3 clusters Score -765713.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -765714.625000 Penalty: 4430.180664
	Iteration 99Q: 3 clusters Score -765714.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -765714.312500 Penalty: 4430.180664
	Iteration 100F: 3 clusters Score -765714.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -765716.875000 Penalty: 4430.180664
	Iteration 101Q: 3 clusters Score -765716.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -765716.000000 Penalty: 4430.180664
	Iteration 102Q: 3 clusters Score -765716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -765717.562500 Penalty: 4430.180664
	Iteration 103Q: 3 clusters Score -765717.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -765720.375000 Penalty: 4430.180664
	Iteration 104Q: 3 clusters Score -765720.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -765722.312500 Penalty: 4430.180664
	Iteration 105Q: 3 clusters Score -765722.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -765722.687500 Penalty: 4430.180664
	Iteration 106Q: 3 clusters Score -765722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -765722.125000 Penalty: 4430.180664
	Iteration 107Q: 3 clusters Score -765722.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -765722.125000 Penalty: 4430.180664
	Iteration 108F: 3 clusters Score -765722.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Entering Unmasked Estep 
Score: -1464191.375000 Penalty: 2381.575195
	Iteration 0F: 2 clusters Score -1464191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1453515.250000 Penalty: 4763.150391
	Iteration 0F: 3 clusters Score -1453515 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1456933.000000 Penalty: 4763.150391
	Iteration 1F: 3 clusters Score -1456933 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1457251.625000 Penalty: 4763.150391
	Iteration 2F: 3 clusters Score -1457252 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1457507.000000 Penalty: 4763.150391
	Iteration 3Q: 3 clusters Score -1457507 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1457706.000000 Penalty: 4763.150391
	Iteration 4Q: 3 clusters Score -1457706 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1457871.125000 Penalty: 4763.150391
	Iteration 5Q: 3 clusters Score -1457871 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1458009.875000 Penalty: 4763.150391
	Iteration 6Q: 3 clusters Score -1458010 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1458136.000000 Penalty: 4763.150391
	Iteration 7Q: 3 clusters Score -1458136 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1458281.375000 Penalty: 4763.150391
	Iteration 8Q: 3 clusters Score -1458281 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1458452.500000 Penalty: 4763.150391
	Iteration 9Q: 3 clusters Score -1458452 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1458617.750000 Penalty: 4763.150391
	Iteration 10Q: 3 clusters Score -1458618 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1458808.125000 Penalty: 4763.150391
	Iteration 11Q: 3 clusters Score -1458808 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1458996.375000 Penalty: 4763.150391
	Iteration 12Q: 3 clusters Score -1458996 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1459185.125000 Penalty: 4763.150391
	Iteration 13Q: 3 clusters Score -1459185 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1459370.250000 Penalty: 4763.150391
	Iteration 14Q: 3 clusters Score -1459370 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1459552.375000 Penalty: 4763.150391
	Iteration 15Q: 3 clusters Score -1459552 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1459719.625000 Penalty: 4763.150391
	Iteration 16Q: 3 clusters Score -1459720 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1459873.125000 Penalty: 4763.150391
	Iteration 17Q: 3 clusters Score -1459873 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1460015.375000 Penalty: 4763.150391
	Iteration 18Q: 3 clusters Score -1460015 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1460133.500000 Penalty: 4763.150391
	Iteration 19Q: 3 clusters Score -1460134 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1460240.750000 Penalty: 4763.150391
	Iteration 20F: 3 clusters Score -1460241 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1460353.750000 Penalty: 4763.150391
	Iteration 21Q: 3 clusters Score -1460354 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1460453.875000 Penalty: 4763.150391
	Iteration 22Q: 3 clusters Score -1460454 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1460542.875000 Penalty: 4763.150391
	Iteration 23Q: 3 clusters Score -1460543 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1460625.375000 Penalty: 4763.150391
	Iteration 24Q: 3 clusters Score -1460625 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1460716.125000 Penalty: 4763.150391
	Iteration 25Q: 3 clusters Score -1460716 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1460808.500000 Penalty: 4763.150391
	Iteration 26Q: 3 clusters Score -1460808 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1460906.000000 Penalty: 4763.150391
	Iteration 27Q: 3 clusters Score -1460906 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1461010.000000 Penalty: 4763.150391
	Iteration 28Q: 3 clusters Score -1461010 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1461137.000000 Penalty: 4763.150391
	Iteration 29Q: 3 clusters Score -1461137 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1461260.875000 Penalty: 4763.150391
	Iteration 30Q: 3 clusters Score -1461261 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1461366.375000 Penalty: 4763.150391
	Iteration 31Q: 3 clusters Score -1461366 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1461455.500000 Penalty: 4763.150391
	Iteration 32Q: 3 clusters Score -1461456 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1461518.250000 Penalty: 4763.150391
	Iteration 33Q: 3 clusters Score -1461518 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1461576.375000 Penalty: 4763.150391
	Iteration 34Q: 3 clusters Score -1461576 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1461622.750000 Penalty: 4763.150391
	Iteration 35Q: 3 clusters Score -1461623 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1461675.125000 Penalty: 4763.150391
	Iteration 36Q: 3 clusters Score -1461675 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1461720.750000 Penalty: 4763.150391
	Iteration 37Q: 3 clusters Score -1461721 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1461754.875000 Penalty: 4763.150391
	Iteration 38Q: 3 clusters Score -1461755 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1461794.875000 Penalty: 4763.150391
	Iteration 39Q: 3 clusters Score -1461795 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1461840.375000 Penalty: 4763.150391
	Iteration 40F: 3 clusters Score -1461840 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1461886.000000 Penalty: 4763.150391
	Iteration 41Q: 3 clusters Score -1461886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1461926.375000 Penalty: 4763.150391
	Iteration 42Q: 3 clusters Score -1461926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1461965.500000 Penalty: 4763.150391
	Iteration 43Q: 3 clusters Score -1461966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1462002.375000 Penalty: 4763.150391
	Iteration 44Q: 3 clusters Score -1462002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1462031.625000 Penalty: 4763.150391
	Iteration 45Q: 3 clusters Score -1462032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1462047.500000 Penalty: 4763.150391
	Iteration 46Q: 3 clusters Score -1462048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1462060.500000 Penalty: 4763.150391
	Iteration 47Q: 3 clusters Score -1462060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1462071.250000 Penalty: 4763.150391
	Iteration 48Q: 3 clusters Score -1462071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1462079.750000 Penalty: 4763.150391
	Iteration 49Q: 3 clusters Score -1462080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1462085.875000 Penalty: 4763.150391
	Iteration 50Q: 3 clusters Score -1462086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1462090.500000 Penalty: 4763.150391
	Iteration 51Q: 3 clusters Score -1462090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1462092.375000 Penalty: 4763.150391
	Iteration 52Q: 3 clusters Score -1462092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1462100.375000 Penalty: 4763.150391
	Iteration 53Q: 3 clusters Score -1462100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1462113.125000 Penalty: 4763.150391
	Iteration 54Q: 3 clusters Score -1462113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1462122.750000 Penalty: 4763.150391
	Iteration 55Q: 3 clusters Score -1462123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1462130.000000 Penalty: 4763.150391
	Iteration 56Q: 3 clusters Score -1462130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1462140.625000 Penalty: 4763.150391
	Iteration 57Q: 3 clusters Score -1462141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1462150.250000 Penalty: 4763.150391
	Iteration 58Q: 3 clusters Score -1462150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1462155.125000 Penalty: 4763.150391
	Iteration 59Q: 3 clusters Score -1462155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1462167.750000 Penalty: 4763.150391
	Iteration 60F: 3 clusters Score -1462168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1462180.375000 Penalty: 4763.150391
	Iteration 61Q: 3 clusters Score -1462180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1462188.250000 Penalty: 4763.150391
	Iteration 62Q: 3 clusters Score -1462188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1462199.875000 Penalty: 4763.150391
	Iteration 63Q: 3 clusters Score -1462200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1462208.500000 Penalty: 4763.150391
	Iteration 64Q: 3 clusters Score -1462208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1462214.125000 Penalty: 4763.150391
	Iteration 65Q: 3 clusters Score -1462214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1462222.125000 Penalty: 4763.150391
	Iteration 66Q: 3 clusters Score -1462222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1462232.500000 Penalty: 4763.150391
	Iteration 67Q: 3 clusters Score -1462232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1462235.250000 Penalty: 4763.150391
	Iteration 68Q: 3 clusters Score -1462235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1462238.250000 Penalty: 4763.150391
	Iteration 69Q: 3 clusters Score -1462238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1462241.750000 Penalty: 4763.150391
	Iteration 70Q: 3 clusters Score -1462242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1462243.250000 Penalty: 4763.150391
	Iteration 71Q: 3 clusters Score -1462243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1462249.500000 Penalty: 4763.150391
	Iteration 72Q: 3 clusters Score -1462250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1462252.125000 Penalty: 4763.150391
	Iteration 73Q: 3 clusters Score -1462252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1462253.250000 Penalty: 4763.150391
	Iteration 74Q: 3 clusters Score -1462253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1462257.000000 Penalty: 4763.150391
	Iteration 75Q: 3 clusters Score -1462257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1462256.500000 Penalty: 4763.150391
	Iteration 76Q: 3 clusters Score -1462256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1462257.125000 Penalty: 4763.150391
	Iteration 77Q: 3 clusters Score -1462257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1462258.250000 Penalty: 4763.150391
	Iteration 78Q: 3 clusters Score -1462258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1462258.000000 Penalty: 4763.150391
	Iteration 79Q: 3 clusters Score -1462258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1462258.000000 Penalty: 4763.150391
	Iteration 80F: 3 clusters Score -1462258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (24041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Entering Unmasked Estep 
Score: -2469589.250000 Penalty: 2501.703857
	Iteration 0F: 2 clusters Score -2469589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2452866.250000 Penalty: 5003.407715
	Iteration 0F: 3 clusters Score -2452866 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2458609.250000 Penalty: 5003.407715
	Iteration 1F: 3 clusters Score -2458609 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2459091.000000 Penalty: 5003.407715
	Iteration 2F: 3 clusters Score -2459091 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2459582.500000 Penalty: 5003.407715
	Iteration 3Q: 3 clusters Score -2459582 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2460156.000000 Penalty: 5003.407715
	Iteration 4Q: 3 clusters Score -2460156 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2460828.250000 Penalty: 5003.407715
	Iteration 5F: 3 clusters Score -2460828 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2461710.750000 Penalty: 5003.407715
	Iteration 6F: 3 clusters Score -2461711 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2462760.250000 Penalty: 5003.407715
	Iteration 7F: 3 clusters Score -2462760 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2463930.250000 Penalty: 5003.407715
	Iteration 8F: 3 clusters Score -2463930 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2465042.000000 Penalty: 5003.407715
	Iteration 9F: 3 clusters Score -2465042 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2465948.750000 Penalty: 5003.407715
	Iteration 10Q: 3 clusters Score -2465949 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2466531.250000 Penalty: 5003.407715
	Iteration 11Q: 3 clusters Score -2466531 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2466888.750000 Penalty: 5003.407715
	Iteration 12Q: 3 clusters Score -2466889 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2467118.250000 Penalty: 5003.407715
	Iteration 13Q: 3 clusters Score -2467118 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2467239.250000 Penalty: 5003.407715
	Iteration 14Q: 3 clusters Score -2467239 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2467307.250000 Penalty: 5003.407715
	Iteration 15Q: 3 clusters Score -2467307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2467338.750000 Penalty: 5003.407715
	Iteration 16Q: 3 clusters Score -2467339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2467376.750000 Penalty: 5003.407715
	Iteration 17Q: 3 clusters Score -2467377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2467393.750000 Penalty: 5003.407715
	Iteration 18Q: 3 clusters Score -2467394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2467412.500000 Penalty: 5003.407715
	Iteration 19Q: 3 clusters Score -2467412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2467434.500000 Penalty: 5003.407715
	Iteration 20F: 3 clusters Score -2467434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2467437.500000 Penalty: 5003.407715
	Iteration 21Q: 3 clusters Score -2467438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2467441.000000 Penalty: 5003.407715
	Iteration 22Q: 3 clusters Score -2467441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2467446.250000 Penalty: 5003.407715
	Iteration 23Q: 3 clusters Score -2467446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2467447.750000 Penalty: 5003.407715
	Iteration 24Q: 3 clusters Score -2467448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2467447.750000 Penalty: 5003.407715
	Iteration 25F: 3 clusters Score -2467448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149138 members 
Mstep: Class 2 contains 9118 members 
Mstep: Class 3 contains 10617 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59403 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35435 members 
Mstep: Class 9 contains 16381 members 
Mstep: Class 10 contains 31912 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 18211 members 
Mstep: Class 13 contains 114119 members 
Mstep: Class 14 contains 16661 members 
Mstep: Class 15 contains 342862 members 
Mstep: Class 16 contains 2805 members 
Mstep: Class 17 contains 19047 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3668 members 
Mstep: Class 20 contains 3914 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 289719 members 
Mstep: Class 23 contains 42152 members 
Mstep: Class 24 contains 16429 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13675 members 
Mstep: Class 27 contains 193621 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7294 members 
Mstep: Class 30 contains 41189 members 
Mstep: Class 31 contains 20614 members 
Mstep: Class 32 contains 11067 members 
Mstep: Class 33 contains 66778 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 7569 members 
Mstep: Class 36 contains 14811 members 
Mstep: Class 37 contains 24041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132464.000000 Penalty: 131188.937500
Iteration 199Q: 38 clusters Score -1.571325e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 149057 members 
Mstep: Class 2 contains 9119 members 
Mstep: Class 3 contains 10611 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59399 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35435 members 
Mstep: Class 9 contains 16376 members 
Mstep: Class 10 contains 31918 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 18211 members 
Mstep: Class 13 contains 114276 members 
Mstep: Class 14 contains 16660 members 
Mstep: Class 15 contains 342791 members 
Mstep: Class 16 contains 2805 members 
Mstep: Class 17 contains 19054 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3683 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 21 contains 4111 members 
Mstep: Class 22 contains 289732 members 
Mstep: Class 23 contains 42143 members 
Mstep: Class 24 contains 16429 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13676 members 
Mstep: Class 27 contains 193608 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7292 members 
Mstep: Class 30 contains 41185 members 
Mstep: Class 31 contains 20614 members 
Mstep: Class 32 contains 11068 members 
Mstep: Class 33 contains 66774 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 7568 members 
Mstep: Class 36 contains 14813 members 
Mstep: Class 37 contains 24047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132640.000000 Penalty: 131188.937500
Iteration 200F: 38 clusters Score -1.571326e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148986 members 
Mstep: Class 2 contains 9116 members 
Mstep: Class 3 contains 10605 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59398 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35434 members 
Mstep: Class 9 contains 16374 members 
Mstep: Class 10 contains 31918 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 18211 members 
Mstep: Class 13 contains 114451 members 
Mstep: Class 14 contains 16657 members 
Mstep: Class 15 contains 342708 members 
Mstep: Class 16 contains 2806 members 
Mstep: Class 17 contains 19059 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 289725 members 
Mstep: Class 23 contains 42137 members 
Mstep: Class 24 contains 16428 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 13676 members 
Mstep: Class 27 contains 193599 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7289 members 
Mstep: Class 30 contains 41183 members 
Mstep: Class 31 contains 20615 members 
Mstep: Class 32 contains 11070 members 
Mstep: Class 33 contains 66782 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7568 members 
Mstep: Class 36 contains 14814 members 
Mstep: Class 37 contains 24053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132768.000000 Penalty: 131188.937500
Iteration 201Q: 38 clusters Score -1.571328e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148918 members 
Mstep: Class 2 contains 9115 members 
Mstep: Class 3 contains 10603 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 59387 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35435 members 
Mstep: Class 9 contains 16373 members 
Mstep: Class 10 contains 31916 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 18211 members 
Mstep: Class 13 contains 114632 members 
Mstep: Class 14 contains 16655 members 
Mstep: Class 15 contains 342611 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 19062 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3701 members 
Mstep: Class 20 contains 3907 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 289719 members 
Mstep: Class 23 contains 42134 members 
Mstep: Class 24 contains 16428 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 13677 members 
Mstep: Class 27 contains 193600 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7288 members 
Mstep: Class 30 contains 41182 members 
Mstep: Class 31 contains 20615 members 
Mstep: Class 32 contains 11073 members 
Mstep: Class 33 contains 66780 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7570 members 
Mstep: Class 36 contains 14814 members 
Mstep: Class 37 contains 24057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132848.000000 Penalty: 131188.937500
Iteration 202Q: 38 clusters Score -1.571328e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148861 members 
Mstep: Class 2 contains 9115 members 
Mstep: Class 3 contains 10606 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 59383 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 9 contains 16369 members 
Mstep: Class 10 contains 31911 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 18211 members 
Mstep: Class 13 contains 114824 members 
Mstep: Class 14 contains 16653 members 
Mstep: Class 15 contains 342508 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 19068 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 3711 members 
Mstep: Class 20 contains 3907 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 289700 members 
Mstep: Class 23 contains 42129 members 
Mstep: Class 24 contains 16427 members 
Mstep: Class 25 contains 6811 members 
Mstep: Class 26 contains 13677 members 
Mstep: Class 27 contains 193596 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7283 members 
Mstep: Class 30 contains 41179 members 
Mstep: Class 31 contains 20614 members 
Mstep: Class 32 contains 11074 members 
Mstep: Class 33 contains 66778 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7571 members 
Mstep: Class 36 contains 14817 members 
Mstep: Class 37 contains 24058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132784.000000 Penalty: 131188.937500
Iteration 203Q: 38 clusters Score -1.571328e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148800 members 
Mstep: Class 2 contains 9117 members 
Mstep: Class 3 contains 10604 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 59384 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35439 members 
Mstep: Class 9 contains 16367 members 
Mstep: Class 10 contains 31900 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 18211 members 
Mstep: Class 13 contains 115044 members 
Mstep: Class 14 contains 16651 members 
Mstep: Class 15 contains 342404 members 
Mstep: Class 16 contains 2801 members 
Mstep: Class 17 contains 19067 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3720 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 289673 members 
Mstep: Class 23 contains 42119 members 
Mstep: Class 24 contains 16427 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 13678 members 
Mstep: Class 27 contains 193603 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7278 members 
Mstep: Class 30 contains 41176 members 
Mstep: Class 31 contains 20614 members 
Mstep: Class 32 contains 11072 members 
Mstep: Class 33 contains 66770 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7570 members 
Mstep: Class 36 contains 14815 members 
Mstep: Class 37 contains 24058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132992.000000 Penalty: 131188.937500
Iteration 204Q: 38 clusters Score -1.57133e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148729 members 
Mstep: Class 2 contains 9117 members 
Mstep: Class 3 contains 10601 members 
Mstep: Class 4 contains 3353 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 59389 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35440 members 
Mstep: Class 9 contains 16366 members 
Mstep: Class 10 contains 31899 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 18210 members 
Mstep: Class 13 contains 115269 members 
Mstep: Class 14 contains 16648 members 
Mstep: Class 15 contains 342286 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 19069 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3738 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 21 contains 4093 members 
Mstep: Class 22 contains 289656 members 
Mstep: Class 23 contains 42112 members 
Mstep: Class 24 contains 16426 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13678 members 
Mstep: Class 27 contains 193604 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7272 members 
Mstep: Class 30 contains 41178 members 
Mstep: Class 31 contains 20613 members 
Mstep: Class 32 contains 11072 members 
Mstep: Class 33 contains 66757 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7569 members 
Mstep: Class 36 contains 14817 members 
Mstep: Class 37 contains 24056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133104.000000 Penalty: 131188.937500
Iteration 205Q: 38 clusters Score -1.571331e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148666 members 
Mstep: Class 2 contains 9117 members 
Mstep: Class 3 contains 10596 members 
Mstep: Class 4 contains 3353 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 59393 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 9 contains 16370 members 
Mstep: Class 10 contains 31893 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 18209 members 
Mstep: Class 13 contains 115489 members 
Mstep: Class 14 contains 16645 members 
Mstep: Class 15 contains 342163 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 19074 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3748 members 
Mstep: Class 20 contains 3909 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 289652 members 
Mstep: Class 23 contains 42105 members 
Mstep: Class 24 contains 16425 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13677 members 
Mstep: Class 27 contains 193589 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7269 members 
Mstep: Class 30 contains 41180 members 
Mstep: Class 31 contains 20614 members 
Mstep: Class 32 contains 11073 members 
Mstep: Class 33 contains 66748 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7569 members 
Mstep: Class 36 contains 14818 members 
Mstep: Class 37 contains 24056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133280.000000 Penalty: 131188.937500
Iteration 206Q: 38 clusters Score -1.571333e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148623 members 
Mstep: Class 2 contains 9118 members 
Mstep: Class 3 contains 10594 members 
Mstep: Class 4 contains 3353 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 59391 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35443 members 
Mstep: Class 9 contains 16372 members 
Mstep: Class 10 contains 31895 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 18209 members 
Mstep: Class 13 contains 115691 members 
Mstep: Class 14 contains 16642 members 
Mstep: Class 15 contains 342074 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 19079 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3759 members 
Mstep: Class 20 contains 3906 members 
Mstep: Class 21 contains 4078 members 
Mstep: Class 22 contains 289650 members 
Mstep: Class 23 contains 42093 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13678 members 
Mstep: Class 27 contains 193543 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7271 members 
Mstep: Class 30 contains 41175 members 
Mstep: Class 31 contains 20613 members 
Mstep: Class 32 contains 11075 members 
Mstep: Class 33 contains 66735 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7570 members 
Mstep: Class 36 contains 14818 members 
Mstep: Class 37 contains 24059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133424.000000 Penalty: 131188.937500
Iteration 207Q: 38 clusters Score -1.571334e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148566 members 
Mstep: Class 2 contains 9116 members 
Mstep: Class 3 contains 10593 members 
Mstep: Class 4 contains 3353 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 59391 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35443 members 
Mstep: Class 9 contains 16372 members 
Mstep: Class 10 contains 31888 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 18208 members 
Mstep: Class 13 contains 115894 members 
Mstep: Class 14 contains 16634 members 
Mstep: Class 15 contains 341969 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 19079 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 3905 members 
Mstep: Class 21 contains 4073 members 
Mstep: Class 22 contains 289650 members 
Mstep: Class 23 contains 42081 members 
Mstep: Class 24 contains 16423 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13678 members 
Mstep: Class 27 contains 193532 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7271 members 
Mstep: Class 30 contains 41172 members 
Mstep: Class 31 contains 20609 members 
Mstep: Class 32 contains 11078 members 
Mstep: Class 33 contains 66731 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7570 members 
Mstep: Class 36 contains 14818 members 
Mstep: Class 37 contains 24064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133376.000000 Penalty: 131188.937500
Iteration 208Q: 38 clusters Score -1.571334e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148512 members 
Mstep: Class 2 contains 9117 members 
Mstep: Class 3 contains 10593 members 
Mstep: Class 4 contains 3353 members 
Mstep: Class 5 contains 5054 members 
Mstep: Class 6 contains 59388 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35440 members 
Mstep: Class 9 contains 16372 members 
Mstep: Class 10 contains 31872 members 
Mstep: Class 11 contains 6344 members 
Mstep: Class 12 contains 18208 members 
Mstep: Class 13 contains 116129 members 
Mstep: Class 14 contains 16625 members 
Mstep: Class 15 contains 341858 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 17 contains 19086 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3784 members 
Mstep: Class 20 contains 3905 members 
Mstep: Class 21 contains 4064 members 
Mstep: Class 22 contains 289650 members 
Mstep: Class 23 contains 42065 members 
Mstep: Class 24 contains 16423 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13678 members 
Mstep: Class 27 contains 193501 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 41170 members 
Mstep: Class 31 contains 20608 members 
Mstep: Class 32 contains 11081 members 
Mstep: Class 33 contains 66722 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7570 members 
Mstep: Class 36 contains 14819 members 
Mstep: Class 37 contains 24067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133440.000000 Penalty: 131188.937500
Iteration 209Q: 38 clusters Score -1.571334e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148450 members 
Mstep: Class 2 contains 9118 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 59385 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35441 members 
Mstep: Class 9 contains 16371 members 
Mstep: Class 10 contains 31867 members 
Mstep: Class 11 contains 6344 members 
Mstep: Class 12 contains 18207 members 
Mstep: Class 13 contains 116382 members 
Mstep: Class 14 contains 16619 members 
Mstep: Class 15 contains 341707 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 19080 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3806 members 
Mstep: Class 20 contains 3902 members 
Mstep: Class 21 contains 4055 members 
Mstep: Class 22 contains 289643 members 
Mstep: Class 23 contains 42041 members 
Mstep: Class 24 contains 16423 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13677 members 
Mstep: Class 27 contains 193508 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7272 members 
Mstep: Class 30 contains 41167 members 
Mstep: Class 31 contains 20606 members 
Mstep: Class 32 contains 11082 members 
Mstep: Class 33 contains 66713 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7570 members 
Mstep: Class 36 contains 14825 members 
Mstep: Class 37 contains 24071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133648.000000 Penalty: 131188.937500
Iteration 210Q: 38 clusters Score -1.571336e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148383 members 
Mstep: Class 2 contains 9117 members 
Mstep: Class 3 contains 10589 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 59383 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35444 members 
Mstep: Class 9 contains 16372 members 
Mstep: Class 10 contains 31861 members 
Mstep: Class 11 contains 6344 members 
Mstep: Class 12 contains 18206 members 
Mstep: Class 13 contains 116641 members 
Mstep: Class 14 contains 16619 members 
Mstep: Class 15 contains 341584 members 
Mstep: Class 16 contains 2801 members 
Mstep: Class 17 contains 19075 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3826 members 
Mstep: Class 20 contains 3897 members 
Mstep: Class 21 contains 4046 members 
Mstep: Class 22 contains 289633 members 
Mstep: Class 23 contains 42022 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13678 members 
Mstep: Class 27 contains 193471 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7276 members 
Mstep: Class 30 contains 41170 members 
Mstep: Class 31 contains 20604 members 
Mstep: Class 32 contains 11083 members 
Mstep: Class 33 contains 66701 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7570 members 
Mstep: Class 36 contains 14828 members 
Mstep: Class 37 contains 24076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133792.000000 Penalty: 131188.937500
Iteration 211Q: 38 clusters Score -1.571338e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148317 members 
Mstep: Class 2 contains 9114 members 
Mstep: Class 3 contains 10589 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5051 members 
Mstep: Class 6 contains 59382 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35445 members 
Mstep: Class 9 contains 16371 members 
Mstep: Class 10 contains 31856 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 18205 members 
Mstep: Class 13 contains 116907 members 
Mstep: Class 14 contains 16620 members 
Mstep: Class 15 contains 341429 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 19081 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 3895 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 289615 members 
Mstep: Class 23 contains 42005 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13679 members 
Mstep: Class 27 contains 193446 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7280 members 
Mstep: Class 30 contains 41171 members 
Mstep: Class 31 contains 20603 members 
Mstep: Class 32 contains 11083 members 
Mstep: Class 33 contains 66694 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7571 members 
Mstep: Class 36 contains 14830 members 
Mstep: Class 37 contains 24085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134096.000000 Penalty: 131188.937500
Iteration 212Q: 38 clusters Score -1.571341e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148237 members 
Mstep: Class 2 contains 9106 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5049 members 
Mstep: Class 6 contains 59391 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 9 contains 16372 members 
Mstep: Class 10 contains 31860 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 18204 members 
Mstep: Class 13 contains 117176 members 
Mstep: Class 14 contains 16622 members 
Mstep: Class 15 contains 341272 members 
Mstep: Class 16 contains 2801 members 
Mstep: Class 17 contains 19085 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3864 members 
Mstep: Class 20 contains 3895 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 289601 members 
Mstep: Class 23 contains 41986 members 
Mstep: Class 24 contains 16423 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 13680 members 
Mstep: Class 27 contains 193443 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7281 members 
Mstep: Class 30 contains 41171 members 
Mstep: Class 31 contains 20602 members 
Mstep: Class 32 contains 11083 members 
Mstep: Class 33 contains 66680 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7572 members 
Mstep: Class 36 contains 14830 members 
Mstep: Class 37 contains 24089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134016.000000 Penalty: 131188.937500
Iteration 213Q: 38 clusters Score -1.57134e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148173 members 
Mstep: Class 2 contains 9102 members 
Mstep: Class 3 contains 10587 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5048 members 
Mstep: Class 6 contains 59399 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35438 members 
Mstep: Class 9 contains 16373 members 
Mstep: Class 10 contains 31858 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 18200 members 
Mstep: Class 13 contains 117445 members 
Mstep: Class 14 contains 16616 members 
Mstep: Class 15 contains 341093 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 19085 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3885 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 4010 members 
Mstep: Class 22 contains 289593 members 
Mstep: Class 23 contains 41973 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6815 members 
Mstep: Class 26 contains 13680 members 
Mstep: Class 27 contains 193444 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7281 members 
Mstep: Class 30 contains 41173 members 
Mstep: Class 31 contains 20601 members 
Mstep: Class 32 contains 11084 members 
Mstep: Class 33 contains 66670 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7572 members 
Mstep: Class 36 contains 14831 members 
Mstep: Class 37 contains 24097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134112.000000 Penalty: 131188.937500
Iteration 214Q: 38 clusters Score -1.571341e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148132 members 
Mstep: Class 2 contains 9097 members 
Mstep: Class 3 contains 10583 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 59406 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35440 members 
Mstep: Class 9 contains 16371 members 
Mstep: Class 10 contains 31862 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 18196 members 
Mstep: Class 13 contains 117721 members 
Mstep: Class 14 contains 16614 members 
Mstep: Class 15 contains 340894 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 19091 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3903 members 
Mstep: Class 20 contains 3895 members 
Mstep: Class 21 contains 3996 members 
Mstep: Class 22 contains 289591 members 
Mstep: Class 23 contains 41953 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6817 members 
Mstep: Class 26 contains 13681 members 
Mstep: Class 27 contains 193431 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7279 members 
Mstep: Class 30 contains 41170 members 
Mstep: Class 31 contains 20600 members 
Mstep: Class 32 contains 11085 members 
Mstep: Class 33 contains 66662 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7572 members 
Mstep: Class 36 contains 14830 members 
Mstep: Class 37 contains 24103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134192.000000 Penalty: 131188.937500
Iteration 215Q: 38 clusters Score -1.571342e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148079 members 
Mstep: Class 2 contains 9098 members 
Mstep: Class 3 contains 10574 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 59417 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35443 members 
Mstep: Class 9 contains 16368 members 
Mstep: Class 10 contains 31876 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 18192 members 
Mstep: Class 13 contains 118024 members 
Mstep: Class 14 contains 16608 members 
Mstep: Class 15 contains 340663 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 19090 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3913 members 
Mstep: Class 20 contains 3895 members 
Mstep: Class 21 contains 3973 members 
Mstep: Class 22 contains 289585 members 
Mstep: Class 23 contains 41923 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6818 members 
Mstep: Class 26 contains 13681 members 
Mstep: Class 27 contains 193463 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7282 members 
Mstep: Class 30 contains 41171 members 
Mstep: Class 31 contains 20602 members 
Mstep: Class 32 contains 11085 members 
Mstep: Class 33 contains 66642 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7570 members 
Mstep: Class 36 contains 14833 members 
Mstep: Class 37 contains 24109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134144.000000 Penalty: 131188.937500
Iteration 216Q: 38 clusters Score -1.571341e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148016 members 
Mstep: Class 2 contains 9095 members 
Mstep: Class 3 contains 10564 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 59434 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 9 contains 16364 members 
Mstep: Class 10 contains 31879 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 18190 members 
Mstep: Class 13 contains 118340 members 
Mstep: Class 14 contains 16601 members 
Mstep: Class 15 contains 340422 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 19088 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3921 members 
Mstep: Class 20 contains 3894 members 
Mstep: Class 21 contains 3957 members 
Mstep: Class 22 contains 289566 members 
Mstep: Class 23 contains 41897 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6818 members 
Mstep: Class 26 contains 13681 members 
Mstep: Class 27 contains 193504 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7282 members 
Mstep: Class 30 contains 41174 members 
Mstep: Class 31 contains 20604 members 
Mstep: Class 32 contains 11085 members 
Mstep: Class 33 contains 66640 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 7570 members 
Mstep: Class 36 contains 14835 members 
Mstep: Class 37 contains 24113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134704.000000 Penalty: 131188.937500
Iteration 217Q: 38 clusters Score -1.571347e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147956 members 
Mstep: Class 2 contains 9088 members 
Mstep: Class 3 contains 10557 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 59458 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35443 members 
Mstep: Class 9 contains 16365 members 
Mstep: Class 10 contains 31890 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 18191 members 
Mstep: Class 13 contains 118664 members 
Mstep: Class 14 contains 16595 members 
Mstep: Class 15 contains 340148 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 19091 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3941 members 
Mstep: Class 20 contains 3894 members 
Mstep: Class 21 contains 3943 members 
Mstep: Class 22 contains 289551 members 
Mstep: Class 23 contains 41877 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6817 members 
Mstep: Class 26 contains 13683 members 
Mstep: Class 27 contains 193505 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7282 members 
Mstep: Class 30 contains 41176 members 
Mstep: Class 31 contains 20606 members 
Mstep: Class 32 contains 11085 members 
Mstep: Class 33 contains 66643 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 7572 members 
Mstep: Class 36 contains 14837 members 
Mstep: Class 37 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134928.000000 Penalty: 131188.937500
Iteration 218Q: 38 clusters Score -1.571349e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147891 members 
Mstep: Class 2 contains 9082 members 
Mstep: Class 3 contains 10548 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 59475 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 9 contains 16361 members 
Mstep: Class 10 contains 31905 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 18191 members 
Mstep: Class 13 contains 118983 members 
Mstep: Class 14 contains 16593 members 
Mstep: Class 15 contains 339905 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 19092 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 3953 members 
Mstep: Class 20 contains 3893 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 289534 members 
Mstep: Class 23 contains 41859 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6819 members 
Mstep: Class 26 contains 13684 members 
Mstep: Class 27 contains 193496 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7281 members 
Mstep: Class 30 contains 41177 members 
Mstep: Class 31 contains 20607 members 
Mstep: Class 32 contains 11086 members 
Mstep: Class 33 contains 66659 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 7573 members 
Mstep: Class 36 contains 14838 members 
Mstep: Class 37 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157135280.000000 Penalty: 131188.937500
Iteration 219Q: 38 clusters Score -1.571353e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147811 members 
Mstep: Class 2 contains 9081 members 
Mstep: Class 3 contains 10534 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 59489 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35444 members 
Mstep: Class 9 contains 16360 members 
Mstep: Class 10 contains 31904 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 18191 members 
Mstep: Class 13 contains 119303 members 
Mstep: Class 14 contains 16583 members 
Mstep: Class 15 contains 339675 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 19099 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 3969 members 
Mstep: Class 20 contains 3892 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 289528 members 
Mstep: Class 23 contains 41831 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6821 members 
Mstep: Class 26 contains 13685 members 
Mstep: Class 27 contains 193496 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7281 members 
Mstep: Class 30 contains 41181 members 
Mstep: Class 31 contains 20610 members 
Mstep: Class 32 contains 11086 members 
Mstep: Class 33 contains 66675 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 7572 members 
Mstep: Class 36 contains 14841 members 
Mstep: Class 37 contains 24122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157135344.000000 Penalty: 131188.937500
Iteration 220F: 38 clusters Score -1.571353e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147723 members 
Mstep: Class 2 contains 9078 members 
Mstep: Class 3 contains 10527 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 59512 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35445 members 
Mstep: Class 9 contains 16354 members 
Mstep: Class 10 contains 31900 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 18191 members 
Mstep: Class 13 contains 119616 members 
Mstep: Class 14 contains 16577 members 
Mstep: Class 15 contains 339418 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 19105 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 3982 members 
Mstep: Class 20 contains 3892 members 
Mstep: Class 21 contains 3911 members 
Mstep: Class 22 contains 289524 members 
Mstep: Class 23 contains 41804 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6821 members 
Mstep: Class 26 contains 13686 members 
Mstep: Class 27 contains 193527 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7282 members 
Mstep: Class 30 contains 41183 members 
Mstep: Class 31 contains 20613 members 
Mstep: Class 32 contains 11086 members 
Mstep: Class 33 contains 66686 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 7573 members 
Mstep: Class 36 contains 14842 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157135904.000000 Penalty: 131188.937500
Iteration 221Q: 38 clusters Score -1.571359e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147662 members 
Mstep: Class 2 contains 9075 members 
Mstep: Class 3 contains 10521 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 59526 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35444 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 31902 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 18191 members 
Mstep: Class 13 contains 119981 members 
Mstep: Class 14 contains 16573 members 
Mstep: Class 15 contains 339115 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 17 contains 19106 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 3892 members 
Mstep: Class 21 contains 3895 members 
Mstep: Class 22 contains 289503 members 
Mstep: Class 23 contains 41785 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6821 members 
Mstep: Class 26 contains 13686 members 
Mstep: Class 27 contains 193565 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7282 members 
Mstep: Class 30 contains 41179 members 
Mstep: Class 31 contains 20610 members 
Mstep: Class 32 contains 11086 members 
Mstep: Class 33 contains 66694 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 7573 members 
Mstep: Class 36 contains 14843 members 
Mstep: Class 37 contains 24131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157136000.000000 Penalty: 131188.937500
Iteration 222Q: 38 clusters Score -1.57136e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147581 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 3 contains 10509 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 59522 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 9 contains 16344 members 
Mstep: Class 10 contains 31900 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 18192 members 
Mstep: Class 13 contains 120363 members 
Mstep: Class 14 contains 16566 members 
Mstep: Class 15 contains 338845 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 19108 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 4022 members 
Mstep: Class 20 contains 3892 members 
Mstep: Class 21 contains 3885 members 
Mstep: Class 22 contains 289490 members 
Mstep: Class 23 contains 41759 members 
Mstep: Class 24 contains 16425 members 
Mstep: Class 25 contains 6821 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 193573 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7282 members 
Mstep: Class 30 contains 41175 members 
Mstep: Class 31 contains 20608 members 
Mstep: Class 32 contains 11086 members 
Mstep: Class 33 contains 66708 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 7573 members 
Mstep: Class 36 contains 14844 members 
Mstep: Class 37 contains 24136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157136016.000000 Penalty: 131188.937500
Iteration 223Q: 38 clusters Score -1.57136e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147500 members 
Mstep: Class 2 contains 9070 members 
Mstep: Class 3 contains 10499 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5038 members 
Mstep: Class 6 contains 59527 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35432 members 
Mstep: Class 9 contains 16342 members 
Mstep: Class 10 contains 31904 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 18191 members 
Mstep: Class 13 contains 120779 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 338547 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 4039 members 
Mstep: Class 20 contains 3891 members 
Mstep: Class 21 contains 3876 members 
Mstep: Class 22 contains 289470 members 
Mstep: Class 23 contains 41727 members 
Mstep: Class 24 contains 16425 members 
Mstep: Class 25 contains 6822 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 193576 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7280 members 
Mstep: Class 30 contains 41171 members 
Mstep: Class 31 contains 20609 members 
Mstep: Class 32 contains 11088 members 
Mstep: Class 33 contains 66730 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 7573 members 
Mstep: Class 36 contains 14848 members 
Mstep: Class 37 contains 24141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157136320.000000 Penalty: 131188.937500
Iteration 224Q: 38 clusters Score -1.571363e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147417 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 10479 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 59522 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35433 members 
Mstep: Class 9 contains 16339 members 
Mstep: Class 10 contains 31913 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 18189 members 
Mstep: Class 13 contains 121196 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 338242 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19112 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 4058 members 
Mstep: Class 20 contains 3887 members 
Mstep: Class 21 contains 3872 members 
Mstep: Class 22 contains 289459 members 
Mstep: Class 23 contains 41701 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6822 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 193564 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7280 members 
Mstep: Class 30 contains 41167 members 
Mstep: Class 31 contains 20613 members 
Mstep: Class 32 contains 11090 members 
Mstep: Class 33 contains 66754 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 7573 members 
Mstep: Class 36 contains 14850 members 
Mstep: Class 37 contains 24146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157136960.000000 Penalty: 131188.937500
Iteration 225Q: 38 clusters Score -1.57137e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147345 members 
Mstep: Class 2 contains 9064 members 
Mstep: Class 3 contains 10462 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 59531 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35434 members 
Mstep: Class 9 contains 16337 members 
Mstep: Class 10 contains 31909 members 
Mstep: Class 11 contains 6344 members 
Mstep: Class 12 contains 18190 members 
Mstep: Class 13 contains 121609 members 
Mstep: Class 14 contains 16560 members 
Mstep: Class 15 contains 337938 members 
Mstep: Class 16 contains 2795 members 
Mstep: Class 17 contains 19116 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 3886 members 
Mstep: Class 21 contains 3853 members 
Mstep: Class 22 contains 289441 members 
Mstep: Class 23 contains 41661 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6822 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 193573 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7279 members 
Mstep: Class 30 contains 41161 members 
Mstep: Class 31 contains 20615 members 
Mstep: Class 32 contains 11090 members 
Mstep: Class 33 contains 66765 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 7574 members 
Mstep: Class 36 contains 14858 members 
Mstep: Class 37 contains 24144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157136832.000000 Penalty: 131188.937500
Iteration 226Q: 38 clusters Score -1.571368e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147259 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 10454 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 59524 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35429 members 
Mstep: Class 9 contains 16335 members 
Mstep: Class 10 contains 31914 members 
Mstep: Class 11 contains 6345 members 
Mstep: Class 12 contains 18188 members 
Mstep: Class 13 contains 122014 members 
Mstep: Class 14 contains 16555 members 
Mstep: Class 15 contains 337609 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19120 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 4122 members 
Mstep: Class 20 contains 3884 members 
Mstep: Class 21 contains 3842 members 
Mstep: Class 22 contains 289442 members 
Mstep: Class 23 contains 41629 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6823 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 193603 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7278 members 
Mstep: Class 30 contains 41158 members 
Mstep: Class 31 contains 20615 members 
Mstep: Class 32 contains 11090 members 
Mstep: Class 33 contains 66764 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 7575 members 
Mstep: Class 36 contains 14867 members 
Mstep: Class 37 contains 24148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157137264.000000 Penalty: 131188.937500
Iteration 227Q: 38 clusters Score -1.571373e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147163 members 
Mstep: Class 2 contains 9059 members 
Mstep: Class 3 contains 10446 members 
Mstep: Class 4 contains 3356 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 59523 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35428 members 
Mstep: Class 9 contains 16333 members 
Mstep: Class 10 contains 31921 members 
Mstep: Class 11 contains 6346 members 
Mstep: Class 12 contains 18185 members 
Mstep: Class 13 contains 122469 members 
Mstep: Class 14 contains 16553 members 
Mstep: Class 15 contains 337241 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 19120 members 
Mstep: Class 18 contains 3089 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 3884 members 
Mstep: Class 21 contains 3832 members 
Mstep: Class 22 contains 289447 members 
Mstep: Class 23 contains 41589 members 
Mstep: Class 24 contains 16425 members 
Mstep: Class 25 contains 6823 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 193629 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7281 members 
Mstep: Class 30 contains 41156 members 
Mstep: Class 31 contains 20616 members 
Mstep: Class 32 contains 11089 members 
Mstep: Class 33 contains 66776 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 7576 members 
Mstep: Class 36 contains 14876 members 
Mstep: Class 37 contains 24143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157137264.000000 Penalty: 131188.937500
Iteration 228Q: 38 clusters Score -1.571373e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147077 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 10437 members 
Mstep: Class 4 contains 3358 members 
Mstep: Class 5 contains 5038 members 
Mstep: Class 6 contains 59539 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35428 members 
Mstep: Class 9 contains 16331 members 
Mstep: Class 10 contains 31927 members 
Mstep: Class 11 contains 6346 members 
Mstep: Class 12 contains 18184 members 
Mstep: Class 13 contains 122898 members 
Mstep: Class 14 contains 16549 members 
Mstep: Class 15 contains 336876 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19118 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 4168 members 
Mstep: Class 20 contains 3883 members 
Mstep: Class 21 contains 3819 members 
Mstep: Class 22 contains 289438 members 
Mstep: Class 23 contains 41564 members 
Mstep: Class 24 contains 16425 members 
Mstep: Class 25 contains 6823 members 
Mstep: Class 26 contains 13692 members 
Mstep: Class 27 contains 193662 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7281 members 
Mstep: Class 30 contains 41148 members 
Mstep: Class 31 contains 20615 members 
Mstep: Class 32 contains 11089 members 
Mstep: Class 33 contains 66792 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 7571 members 
Mstep: Class 36 contains 14883 members 
Mstep: Class 37 contains 24143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157137232.000000 Penalty: 131188.937500
Iteration 229Q: 38 clusters Score -1.571372e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146998 members 
Mstep: Class 2 contains 9051 members 
Mstep: Class 3 contains 10425 members 
Mstep: Class 4 contains 3360 members 
Mstep: Class 5 contains 5035 members 
Mstep: Class 6 contains 59531 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35428 members 
Mstep: Class 9 contains 16331 members 
Mstep: Class 10 contains 31939 members 
Mstep: Class 11 contains 6346 members 
Mstep: Class 12 contains 18180 members 
Mstep: Class 13 contains 123350 members 
Mstep: Class 14 contains 16537 members 
Mstep: Class 15 contains 336510 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 19121 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 4195 members 
Mstep: Class 20 contains 3882 members 
Mstep: Class 21 contains 3809 members 
Mstep: Class 22 contains 289425 members 
Mstep: Class 23 contains 41530 members 
Mstep: Class 24 contains 16426 members 
Mstep: Class 25 contains 6826 members 
Mstep: Class 26 contains 13693 members 
Mstep: Class 27 contains 193699 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7280 members 
Mstep: Class 30 contains 41140 members 
Mstep: Class 31 contains 20615 members 
Mstep: Class 32 contains 11089 members 
Mstep: Class 33 contains 66813 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 7572 members 
Mstep: Class 36 contains 14884 members 
Mstep: Class 37 contains 24138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157137584.000000 Penalty: 131188.937500
Iteration 230Q: 38 clusters Score -1.571376e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146935 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 10412 members 
Mstep: Class 4 contains 3360 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 59531 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35433 members 
Mstep: Class 9 contains 16322 members 
Mstep: Class 10 contains 31955 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 18174 members 
Mstep: Class 13 contains 123775 members 
Mstep: Class 14 contains 16529 members 
Mstep: Class 15 contains 336181 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 19133 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 4221 members 
Mstep: Class 20 contains 3882 members 
Mstep: Class 21 contains 3796 members 
Mstep: Class 22 contains 289429 members 
Mstep: Class 23 contains 41499 members 
Mstep: Class 24 contains 16425 members 
Mstep: Class 25 contains 6827 members 
Mstep: Class 26 contains 13692 members 
Mstep: Class 27 contains 193686 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7272 members 
Mstep: Class 30 contains 41136 members 
Mstep: Class 31 contains 20618 members 
Mstep: Class 32 contains 11089 members 
Mstep: Class 33 contains 66829 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 7571 members 
Mstep: Class 36 contains 14885 members 
Mstep: Class 37 contains 24135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157137824.000000 Penalty: 131188.937500
Iteration 231Q: 38 clusters Score -1.571378e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146835 members 
Mstep: Class 2 contains 9043 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 59532 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35439 members 
Mstep: Class 9 contains 16319 members 
Mstep: Class 10 contains 31965 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 18172 members 
Mstep: Class 13 contains 124170 members 
Mstep: Class 14 contains 16525 members 
Mstep: Class 15 contains 335902 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19139 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 4254 members 
Mstep: Class 20 contains 3881 members 
Mstep: Class 21 contains 3778 members 
Mstep: Class 22 contains 289429 members 
Mstep: Class 23 contains 41478 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6827 members 
Mstep: Class 26 contains 13693 members 
Mstep: Class 27 contains 193676 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7268 members 
Mstep: Class 30 contains 41132 members 
Mstep: Class 31 contains 20622 members 
Mstep: Class 32 contains 11089 members 
Mstep: Class 33 contains 66834 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 7572 members 
Mstep: Class 36 contains 14886 members 
Mstep: Class 37 contains 24135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157138240.000000 Penalty: 131188.937500
Iteration 232Q: 38 clusters Score -1.571382e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146766 members 
Mstep: Class 2 contains 9040 members 
Mstep: Class 3 contains 10383 members 
Mstep: Class 4 contains 3363 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 59538 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35448 members 
Mstep: Class 9 contains 16313 members 
Mstep: Class 10 contains 31967 members 
Mstep: Class 11 contains 6352 members 
Mstep: Class 12 contains 18167 members 
Mstep: Class 13 contains 124575 members 
Mstep: Class 14 contains 16519 members 
Mstep: Class 15 contains 335579 members 
Mstep: Class 16 contains 2795 members 
Mstep: Class 17 contains 19157 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 4292 members 
Mstep: Class 20 contains 3879 members 
Mstep: Class 21 contains 3768 members 
Mstep: Class 22 contains 289427 members 
Mstep: Class 23 contains 41463 members 
Mstep: Class 24 contains 16425 members 
Mstep: Class 25 contains 6829 members 
Mstep: Class 26 contains 13692 members 
Mstep: Class 27 contains 193649 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7265 members 
Mstep: Class 30 contains 41128 members 
Mstep: Class 31 contains 20624 members 
Mstep: Class 32 contains 11089 members 
Mstep: Class 33 contains 66837 members 
Mstep: Class 34 contains 1292 members 
Mstep: Class 35 contains 7574 members 
Mstep: Class 36 contains 14883 members 
Mstep: Class 37 contains 24139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157138416.000000 Penalty: 131188.937500
Iteration 233Q: 38 clusters Score -1.571384e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146687 members 
Mstep: Class 2 contains 9031 members 
Mstep: Class 3 contains 10368 members 
Mstep: Class 4 contains 3363 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 59530 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35450 members 
Mstep: Class 9 contains 16310 members 
Mstep: Class 10 contains 31980 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 18166 members 
Mstep: Class 13 contains 124993 members 
Mstep: Class 14 contains 16516 members 
Mstep: Class 15 contains 335289 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 19169 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 4316 members 
Mstep: Class 20 contains 3877 members 
Mstep: Class 21 contains 3756 members 
Mstep: Class 22 contains 289449 members 
Mstep: Class 23 contains 41451 members 
Mstep: Class 24 contains 16425 members 
Mstep: Class 25 contains 6831 members 
Mstep: Class 26 contains 13693 members 
Mstep: Class 27 contains 193587 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7264 members 
Mstep: Class 30 contains 41121 members 
Mstep: Class 31 contains 20628 members 
Mstep: Class 32 contains 11089 members 
Mstep: Class 33 contains 66846 members 
Mstep: Class 34 contains 1292 members 
Mstep: Class 35 contains 7573 members 
Mstep: Class 36 contains 14883 members 
Mstep: Class 37 contains 24140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157138544.000000 Penalty: 131188.937500
Iteration 234Q: 38 clusters Score -1.571385e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146598 members 
Mstep: Class 2 contains 9023 members 
Mstep: Class 3 contains 10359 members 
Mstep: Class 4 contains 3363 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 59510 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35456 members 
Mstep: Class 9 contains 16311 members 
Mstep: Class 10 contains 31992 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 18165 members 
Mstep: Class 13 contains 125407 members 
Mstep: Class 14 contains 16513 members 
Mstep: Class 15 contains 334989 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 19183 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 4351 members 
Mstep: Class 20 contains 3873 members 
Mstep: Class 21 contains 3744 members 
Mstep: Class 22 contains 289464 members 
Mstep: Class 23 contains 41431 members 
Mstep: Class 24 contains 16425 members 
Mstep: Class 25 contains 6837 members 
Mstep: Class 26 contains 13693 members 
Mstep: Class 27 contains 193546 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7266 members 
Mstep: Class 30 contains 41119 members 
Mstep: Class 31 contains 20626 members 
Mstep: Class 32 contains 11089 members 
Mstep: Class 33 contains 66852 members 
Mstep: Class 34 contains 1292 members 
Mstep: Class 35 contains 7575 members 
Mstep: Class 36 contains 14887 members 
Mstep: Class 37 contains 24134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139008.000000 Penalty: 131188.937500
Iteration 235Q: 38 clusters Score -1.57139e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146512 members 
Mstep: Class 2 contains 9018 members 
Mstep: Class 3 contains 10348 members 
Mstep: Class 4 contains 3364 members 
Mstep: Class 5 contains 5028 members 
Mstep: Class 6 contains 59507 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35458 members 
Mstep: Class 9 contains 16314 members 
Mstep: Class 10 contains 32006 members 
Mstep: Class 11 contains 6350 members 
Mstep: Class 12 contains 18161 members 
Mstep: Class 13 contains 125813 members 
Mstep: Class 14 contains 16512 members 
Mstep: Class 15 contains 334688 members 
Mstep: Class 16 contains 2795 members 
Mstep: Class 17 contains 19191 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 3873 members 
Mstep: Class 21 contains 3720 members 
Mstep: Class 22 contains 289461 members 
Mstep: Class 23 contains 41420 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6840 members 
Mstep: Class 26 contains 13691 members 
Mstep: Class 27 contains 193495 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7272 members 
Mstep: Class 30 contains 41120 members 
Mstep: Class 31 contains 20625 members 
Mstep: Class 32 contains 11090 members 
Mstep: Class 33 contains 66860 members 
Mstep: Class 34 contains 1292 members 
Mstep: Class 35 contains 7578 members 
Mstep: Class 36 contains 14892 members 
Mstep: Class 37 contains 24138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139040.000000 Penalty: 131188.937500
Iteration 236Q: 38 clusters Score -1.57139e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146449 members 
Mstep: Class 2 contains 9013 members 
Mstep: Class 3 contains 10338 members 
Mstep: Class 4 contains 3369 members 
Mstep: Class 5 contains 5025 members 
Mstep: Class 6 contains 59484 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35464 members 
Mstep: Class 9 contains 16314 members 
Mstep: Class 10 contains 32023 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 18159 members 
Mstep: Class 13 contains 126195 members 
Mstep: Class 14 contains 16510 members 
Mstep: Class 15 contains 334399 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19200 members 
Mstep: Class 18 contains 3089 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 3705 members 
Mstep: Class 22 contains 289455 members 
Mstep: Class 23 contains 41399 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6840 members 
Mstep: Class 26 contains 13690 members 
Mstep: Class 27 contains 193456 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7274 members 
Mstep: Class 30 contains 41119 members 
Mstep: Class 31 contains 20619 members 
Mstep: Class 32 contains 11092 members 
Mstep: Class 33 contains 66882 members 
Mstep: Class 34 contains 1291 members 
Mstep: Class 35 contains 7579 members 
Mstep: Class 36 contains 14897 members 
Mstep: Class 37 contains 24138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139072.000000 Penalty: 131188.937500
Iteration 237Q: 38 clusters Score -1.571391e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146359 members 
Mstep: Class 2 contains 9009 members 
Mstep: Class 3 contains 10333 members 
Mstep: Class 4 contains 3372 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 59462 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35473 members 
Mstep: Class 9 contains 16314 members 
Mstep: Class 10 contains 32041 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 18159 members 
Mstep: Class 13 contains 126606 members 
Mstep: Class 14 contains 16506 members 
Mstep: Class 15 contains 334068 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 19217 members 
Mstep: Class 18 contains 3089 members 
Mstep: Class 19 contains 4460 members 
Mstep: Class 20 contains 3871 members 
Mstep: Class 21 contains 3693 members 
Mstep: Class 22 contains 289462 members 
Mstep: Class 23 contains 41374 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 6841 members 
Mstep: Class 26 contains 13694 members 
Mstep: Class 27 contains 193400 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 41122 members 
Mstep: Class 31 contains 20613 members 
Mstep: Class 32 contains 11095 members 
Mstep: Class 33 contains 66919 members 
Mstep: Class 34 contains 1290 members 
Mstep: Class 35 contains 7579 members 
Mstep: Class 36 contains 14906 members 
Mstep: Class 37 contains 24141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139424.000000 Penalty: 131188.937500
Iteration 238Q: 38 clusters Score -1.571394e+08 nChanged 1419
Entering ConstructFrom: 
Score: -157139424.000000 Penalty: 131188.937500
Entering ConstructFrom: 
Trying to split cluster 1 (146304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146304 members 
Entering Unmasked Estep 
Score: -14752781.000000 Penalty: 2949.573730
	Iteration 0F: 2 clusters Score -1.475278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73269 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -14654545.000000 Penalty: 5899.147461
	Iteration 0F: 3 clusters Score -1.465454e+07 nChanged 69822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73899 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -14694726.000000 Penalty: 5899.147461
	Iteration 1F: 3 clusters Score -1.469473e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74279 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -14695315.000000 Penalty: 5899.147461
	Iteration 2Q: 3 clusters Score -1.469532e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74838 members 
Mstep: Class 2 contains 71466 members 
Entering Unmasked Estep 
Score: -14695980.000000 Penalty: 5899.147461
	Iteration 3Q: 3 clusters Score -1.469598e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 70440 members 
Entering Unmasked Estep 
Score: -14696805.000000 Penalty: 5899.147461
	Iteration 4Q: 3 clusters Score -1.46968e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -14697912.000000 Penalty: 5899.147461
	Iteration 5Q: 3 clusters Score -1.469791e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -14699073.000000 Penalty: 5899.147461
	Iteration 6Q: 3 clusters Score -1.469907e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83164 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -14700937.000000 Penalty: 5899.147461
	Iteration 7Q: 3 clusters Score -1.470094e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -14703982.000000 Penalty: 5899.147461
	Iteration 8Q: 3 clusters Score -1.470398e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -14709005.000000 Penalty: 5899.147461
	Iteration 9F: 3 clusters Score -1.4709e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104018 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -14716391.000000 Penalty: 5899.147461
	Iteration 10F: 3 clusters Score -1.471639e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113532 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -14724512.000000 Penalty: 5899.147461
	Iteration 11F: 3 clusters Score -1.472451e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121894 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -14731870.000000 Penalty: 5899.147461
	Iteration 12F: 3 clusters Score -1.473187e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128317 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -14737258.000000 Penalty: 5899.147461
	Iteration 13Q: 3 clusters Score -1.473726e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133148 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -14741333.000000 Penalty: 5899.147461
	Iteration 14Q: 3 clusters Score -1.474133e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136663 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -14744099.000000 Penalty: 5899.147461
	Iteration 15Q: 3 clusters Score -1.47441e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139191 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -14746128.000000 Penalty: 5899.147461
	Iteration 16Q: 3 clusters Score -1.474613e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140943 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -14747380.000000 Penalty: 5899.147461
	Iteration 17Q: 3 clusters Score -1.474738e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142134 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -14748282.000000 Penalty: 5899.147461
	Iteration 18Q: 3 clusters Score -1.474828e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142947 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -14748904.000000 Penalty: 5899.147461
	Iteration 19Q: 3 clusters Score -1.47489e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143549 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -14749415.000000 Penalty: 5899.147461
	Iteration 20F: 3 clusters Score -1.474942e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143963 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -14749679.000000 Penalty: 5899.147461
	Iteration 21Q: 3 clusters Score -1.474968e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144242 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -14749852.000000 Penalty: 5899.147461
	Iteration 22Q: 3 clusters Score -1.474985e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144436 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -14749949.000000 Penalty: 5899.147461
	Iteration 23Q: 3 clusters Score -1.474995e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144566 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -14750037.000000 Penalty: 5899.147461
	Iteration 24Q: 3 clusters Score -1.475004e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144671 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -14750095.000000 Penalty: 5899.147461
	Iteration 25Q: 3 clusters Score -1.47501e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144761 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -14750160.000000 Penalty: 5899.147461
	Iteration 26Q: 3 clusters Score -1.475016e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144836 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -14750200.000000 Penalty: 5899.147461
	Iteration 27Q: 3 clusters Score -1.47502e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144895 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -14750237.000000 Penalty: 5899.147461
	Iteration 28Q: 3 clusters Score -1.475024e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144955 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -14750277.000000 Penalty: 5899.147461
	Iteration 29Q: 3 clusters Score -1.475028e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145000 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14750267.000000 Penalty: 5899.147461
	Iteration 30Q: 3 clusters Score -1.475027e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145038 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -14750279.000000 Penalty: 5899.147461
	Iteration 31Q: 3 clusters Score -1.475028e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145065 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -14750299.000000 Penalty: 5899.147461
	Iteration 32Q: 3 clusters Score -1.47503e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145095 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -14750315.000000 Penalty: 5899.147461
	Iteration 33Q: 3 clusters Score -1.475032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145117 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -14750330.000000 Penalty: 5899.147461
	Iteration 34Q: 3 clusters Score -1.475033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145134 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -14750338.000000 Penalty: 5899.147461
	Iteration 35Q: 3 clusters Score -1.475034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145140 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -14750332.000000 Penalty: 5899.147461
	Iteration 36Q: 3 clusters Score -1.475033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145147 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -14750329.000000 Penalty: 5899.147461
	Iteration 37Q: 3 clusters Score -1.475033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145155 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -14750326.000000 Penalty: 5899.147461
	Iteration 38Q: 3 clusters Score -1.475033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145163 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -14750335.000000 Penalty: 5899.147461
	Iteration 39Q: 3 clusters Score -1.475034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145172 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -14750348.000000 Penalty: 5899.147461
	Iteration 40F: 3 clusters Score -1.475035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145177 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -14750337.000000 Penalty: 5899.147461
	Iteration 41Q: 3 clusters Score -1.475034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145183 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -14750329.000000 Penalty: 5899.147461
	Iteration 42Q: 3 clusters Score -1.475033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145186 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -14750332.000000 Penalty: 5899.147461
	Iteration 43Q: 3 clusters Score -1.475033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145192 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -14750342.000000 Penalty: 5899.147461
	Iteration 44Q: 3 clusters Score -1.475034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145195 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -14750338.000000 Penalty: 5899.147461
	Iteration 45Q: 3 clusters Score -1.475034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145197 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -14750336.000000 Penalty: 5899.147461
	Iteration 46Q: 3 clusters Score -1.475034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145201 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -14750339.000000 Penalty: 5899.147461
	Iteration 47Q: 3 clusters Score -1.475034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145205 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -14750332.000000 Penalty: 5899.147461
	Iteration 48Q: 3 clusters Score -1.475033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145208 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -14750334.000000 Penalty: 5899.147461
	Iteration 49Q: 3 clusters Score -1.475033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145211 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -14750343.000000 Penalty: 5899.147461
	Iteration 50Q: 3 clusters Score -1.475034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145213 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -14750332.000000 Penalty: 5899.147461
	Iteration 51Q: 3 clusters Score -1.475033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145213 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -14750344.000000 Penalty: 5899.147461
	Iteration 52Q: 3 clusters Score -1.475034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145214 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -14750339.000000 Penalty: 5899.147461
	Iteration 53Q: 3 clusters Score -1.475034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145217 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -14750346.000000 Penalty: 5899.147461
	Iteration 54Q: 3 clusters Score -1.475035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145218 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -14750346.000000 Penalty: 5899.147461
	Iteration 55Q: 3 clusters Score -1.475035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145221 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -14750344.000000 Penalty: 5899.147461
	Iteration 56Q: 3 clusters Score -1.475034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145224 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -14750344.000000 Penalty: 5899.147461
	Iteration 57Q: 3 clusters Score -1.475034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145225 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -14750341.000000 Penalty: 5899.147461
	Iteration 58Q: 3 clusters Score -1.475034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145229 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -14750341.000000 Penalty: 5899.147461
	Iteration 59Q: 3 clusters Score -1.475034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145233 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -14750346.000000 Penalty: 5899.147461
	Iteration 60F: 3 clusters Score -1.475035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145235 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -14750341.000000 Penalty: 5899.147461
	Iteration 61Q: 3 clusters Score -1.475034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145235 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -14750341.000000 Penalty: 5899.147461
	Iteration 62F: 3 clusters Score -1.475034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Entering Unmasked Estep 
Score: -900800.812500 Penalty: 2258.090088
	Iteration 0F: 2 clusters Score -900800.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -893792.437500 Penalty: 4516.180176
	Iteration 0F: 3 clusters Score -893792.4 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -895834.750000 Penalty: 4516.180176
	Iteration 1F: 3 clusters Score -895834.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -896157.062500 Penalty: 4516.180176
	Iteration 2F: 3 clusters Score -896157.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -896415.125000 Penalty: 4516.180176
	Iteration 3F: 3 clusters Score -896415.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -896618.750000 Penalty: 4516.180176
	Iteration 4Q: 3 clusters Score -896618.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -896819.875000 Penalty: 4516.180176
	Iteration 5Q: 3 clusters Score -896819.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -897035.562500 Penalty: 4516.180176
	Iteration 6Q: 3 clusters Score -897035.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -897237.000000 Penalty: 4516.180176
	Iteration 7Q: 3 clusters Score -897237 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -897450.125000 Penalty: 4516.180176
	Iteration 8Q: 3 clusters Score -897450.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -897684.062500 Penalty: 4516.180176
	Iteration 9Q: 3 clusters Score -897684.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -897887.062500 Penalty: 4516.180176
	Iteration 10Q: 3 clusters Score -897887.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -898042.875000 Penalty: 4516.180176
	Iteration 11Q: 3 clusters Score -898042.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -898160.250000 Penalty: 4516.180176
	Iteration 12Q: 3 clusters Score -898160.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -898268.687500 Penalty: 4516.180176
	Iteration 13Q: 3 clusters Score -898268.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -898356.562500 Penalty: 4516.180176
	Iteration 14Q: 3 clusters Score -898356.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -898427.562500 Penalty: 4516.180176
	Iteration 15Q: 3 clusters Score -898427.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -898492.000000 Penalty: 4516.180176
	Iteration 16Q: 3 clusters Score -898492 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -898545.562500 Penalty: 4516.180176
	Iteration 17Q: 3 clusters Score -898545.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -898584.937500 Penalty: 4516.180176
	Iteration 18Q: 3 clusters Score -898584.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -898622.375000 Penalty: 4516.180176
	Iteration 19Q: 3 clusters Score -898622.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -898657.000000 Penalty: 4516.180176
	Iteration 20F: 3 clusters Score -898657 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -898686.375000 Penalty: 4516.180176
	Iteration 21Q: 3 clusters Score -898686.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -898718.812500 Penalty: 4516.180176
	Iteration 22Q: 3 clusters Score -898718.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -898741.687500 Penalty: 4516.180176
	Iteration 23Q: 3 clusters Score -898741.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -898764.875000 Penalty: 4516.180176
	Iteration 24Q: 3 clusters Score -898764.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -898785.312500 Penalty: 4516.180176
	Iteration 25Q: 3 clusters Score -898785.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -898804.000000 Penalty: 4516.180176
	Iteration 26Q: 3 clusters Score -898804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -898827.687500 Penalty: 4516.180176
	Iteration 27Q: 3 clusters Score -898827.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -898847.687500 Penalty: 4516.180176
	Iteration 28Q: 3 clusters Score -898847.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -898872.187500 Penalty: 4516.180176
	Iteration 29Q: 3 clusters Score -898872.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -898899.562500 Penalty: 4516.180176
	Iteration 30Q: 3 clusters Score -898899.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -898908.750000 Penalty: 4516.180176
	Iteration 31Q: 3 clusters Score -898908.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -898922.250000 Penalty: 4516.180176
	Iteration 32Q: 3 clusters Score -898922.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -898931.062500 Penalty: 4516.180176
	Iteration 33Q: 3 clusters Score -898931.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -898943.125000 Penalty: 4516.180176
	Iteration 34Q: 3 clusters Score -898943.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -898954.750000 Penalty: 4516.180176
	Iteration 35Q: 3 clusters Score -898954.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -898966.750000 Penalty: 4516.180176
	Iteration 36Q: 3 clusters Score -898966.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -898981.625000 Penalty: 4516.180176
	Iteration 37Q: 3 clusters Score -898981.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -898991.125000 Penalty: 4516.180176
	Iteration 38Q: 3 clusters Score -898991.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -899000.000000 Penalty: 4516.180176
	Iteration 39Q: 3 clusters Score -899000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -899013.750000 Penalty: 4516.180176
	Iteration 40F: 3 clusters Score -899013.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -899023.875000 Penalty: 4516.180176
	Iteration 41Q: 3 clusters Score -899023.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -899030.625000 Penalty: 4516.180176
	Iteration 42Q: 3 clusters Score -899030.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -899034.625000 Penalty: 4516.180176
	Iteration 43Q: 3 clusters Score -899034.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -899038.250000 Penalty: 4516.180176
	Iteration 44Q: 3 clusters Score -899038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -899039.062500 Penalty: 4516.180176
	Iteration 45Q: 3 clusters Score -899039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -899040.125000 Penalty: 4516.180176
	Iteration 46Q: 3 clusters Score -899040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -899040.937500 Penalty: 4516.180176
	Iteration 47Q: 3 clusters Score -899040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -899039.062500 Penalty: 4516.180176
	Iteration 48Q: 3 clusters Score -899039.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -899039.062500 Penalty: 4516.180176
	Iteration 49F: 3 clusters Score -899039.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Entering Unmasked Estep 
Score: -993247.000000 Penalty: 2292.024170
	Iteration 0F: 2 clusters Score -993247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -985315.250000 Penalty: 4584.048340
	Iteration 0F: 3 clusters Score -985315.2 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -987695.187500 Penalty: 4584.048340
	Iteration 1F: 3 clusters Score -987695.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -988019.062500 Penalty: 4584.048340
	Iteration 2F: 3 clusters Score -988019.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -988261.687500 Penalty: 4584.048340
	Iteration 3F: 3 clusters Score -988261.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -988469.187500 Penalty: 4584.048340
	Iteration 4Q: 3 clusters Score -988469.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -988672.750000 Penalty: 4584.048340
	Iteration 5Q: 3 clusters Score -988672.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -988863.437500 Penalty: 4584.048340
	Iteration 6Q: 3 clusters Score -988863.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -989022.875000 Penalty: 4584.048340
	Iteration 7Q: 3 clusters Score -989022.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -989185.312500 Penalty: 4584.048340
	Iteration 8Q: 3 clusters Score -989185.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -989327.562500 Penalty: 4584.048340
	Iteration 9Q: 3 clusters Score -989327.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -989461.750000 Penalty: 4584.048340
	Iteration 10Q: 3 clusters Score -989461.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -989573.562500 Penalty: 4584.048340
	Iteration 11Q: 3 clusters Score -989573.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -989670.125000 Penalty: 4584.048340
	Iteration 12Q: 3 clusters Score -989670.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -989767.312500 Penalty: 4584.048340
	Iteration 13Q: 3 clusters Score -989767.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -989861.937500 Penalty: 4584.048340
	Iteration 14Q: 3 clusters Score -989861.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -989955.187500 Penalty: 4584.048340
	Iteration 15Q: 3 clusters Score -989955.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -990053.000000 Penalty: 4584.048340
	Iteration 16Q: 3 clusters Score -990053 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -990156.250000 Penalty: 4584.048340
	Iteration 17Q: 3 clusters Score -990156.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -990256.000000 Penalty: 4584.048340
	Iteration 18Q: 3 clusters Score -990256 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -990338.625000 Penalty: 4584.048340
	Iteration 19Q: 3 clusters Score -990338.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -990405.875000 Penalty: 4584.048340
	Iteration 20F: 3 clusters Score -990405.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -990461.562500 Penalty: 4584.048340
	Iteration 21Q: 3 clusters Score -990461.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -990508.937500 Penalty: 4584.048340
	Iteration 22Q: 3 clusters Score -990508.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -990562.187500 Penalty: 4584.048340
	Iteration 23Q: 3 clusters Score -990562.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -990612.312500 Penalty: 4584.048340
	Iteration 24Q: 3 clusters Score -990612.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -990656.875000 Penalty: 4584.048340
	Iteration 25Q: 3 clusters Score -990656.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -990692.500000 Penalty: 4584.048340
	Iteration 26Q: 3 clusters Score -990692.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -990714.062500 Penalty: 4584.048340
	Iteration 27Q: 3 clusters Score -990714.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -990731.250000 Penalty: 4584.048340
	Iteration 28Q: 3 clusters Score -990731.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -990746.875000 Penalty: 4584.048340
	Iteration 29Q: 3 clusters Score -990746.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -990756.812500 Penalty: 4584.048340
	Iteration 30Q: 3 clusters Score -990756.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -990769.312500 Penalty: 4584.048340
	Iteration 31Q: 3 clusters Score -990769.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -990780.562500 Penalty: 4584.048340
	Iteration 32Q: 3 clusters Score -990780.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -990795.062500 Penalty: 4584.048340
	Iteration 33Q: 3 clusters Score -990795.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -990817.062500 Penalty: 4584.048340
	Iteration 34Q: 3 clusters Score -990817.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -990833.625000 Penalty: 4584.048340
	Iteration 35Q: 3 clusters Score -990833.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -990849.562500 Penalty: 4584.048340
	Iteration 36Q: 3 clusters Score -990849.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -990860.812500 Penalty: 4584.048340
	Iteration 37Q: 3 clusters Score -990860.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -990873.937500 Penalty: 4584.048340
	Iteration 38Q: 3 clusters Score -990873.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -990878.687500 Penalty: 4584.048340
	Iteration 39Q: 3 clusters Score -990878.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -990889.125000 Penalty: 4584.048340
	Iteration 40F: 3 clusters Score -990889.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -990893.500000 Penalty: 4584.048340
	Iteration 41Q: 3 clusters Score -990893.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -990898.562500 Penalty: 4584.048340
	Iteration 42Q: 3 clusters Score -990898.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -990904.625000 Penalty: 4584.048340
	Iteration 43Q: 3 clusters Score -990904.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -990909.000000 Penalty: 4584.048340
	Iteration 44Q: 3 clusters Score -990909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -990909.562500 Penalty: 4584.048340
	Iteration 45Q: 3 clusters Score -990909.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -990913.937500 Penalty: 4584.048340
	Iteration 46Q: 3 clusters Score -990913.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -990916.750000 Penalty: 4584.048340
	Iteration 47Q: 3 clusters Score -990916.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -990918.812500 Penalty: 4584.048340
	Iteration 48Q: 3 clusters Score -990918.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -990919.500000 Penalty: 4584.048340
	Iteration 49Q: 3 clusters Score -990919.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -990921.000000 Penalty: 4584.048340
	Iteration 50Q: 3 clusters Score -990921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -990923.500000 Penalty: 4584.048340
	Iteration 51Q: 3 clusters Score -990923.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -990923.562500 Penalty: 4584.048340
	Iteration 52Q: 3 clusters Score -990923.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -990923.250000 Penalty: 4584.048340
	Iteration 53Q: 3 clusters Score -990923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -990923.875000 Penalty: 4584.048340
	Iteration 54Q: 3 clusters Score -990923.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -990928.437500 Penalty: 4584.048340
	Iteration 55Q: 3 clusters Score -990928.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -990925.125000 Penalty: 4584.048340
	Iteration 56Q: 3 clusters Score -990925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -990925.937500 Penalty: 4584.048340
	Iteration 57Q: 3 clusters Score -990925.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -990928.250000 Penalty: 4584.048340
	Iteration 58Q: 3 clusters Score -990928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -990927.125000 Penalty: 4584.048340
	Iteration 59Q: 3 clusters Score -990927.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -990928.250000 Penalty: 4584.048340
	Iteration 60F: 3 clusters Score -990928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -990928.750000 Penalty: 4584.048340
	Iteration 61Q: 3 clusters Score -990928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -990929.250000 Penalty: 4584.048340
	Iteration 62Q: 3 clusters Score -990929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -990930.437500 Penalty: 4584.048340
	Iteration 63Q: 3 clusters Score -990930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -990931.812500 Penalty: 4584.048340
	Iteration 64Q: 3 clusters Score -990931.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -990934.062500 Penalty: 4584.048340
	Iteration 65Q: 3 clusters Score -990934.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -990935.562500 Penalty: 4584.048340
	Iteration 66Q: 3 clusters Score -990935.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -990935.375000 Penalty: 4584.048340
	Iteration 67Q: 3 clusters Score -990935.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -990936.500000 Penalty: 4584.048340
	Iteration 68Q: 3 clusters Score -990936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -990935.687500 Penalty: 4584.048340
	Iteration 69Q: 3 clusters Score -990935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -990935.875000 Penalty: 4584.048340
	Iteration 70Q: 3 clusters Score -990935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -990937.000000 Penalty: 4584.048340
	Iteration 71Q: 3 clusters Score -990937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -990938.875000 Penalty: 4584.048340
	Iteration 72Q: 3 clusters Score -990938.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -990937.875000 Penalty: 4584.048340
	Iteration 73Q: 3 clusters Score -990937.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -990939.812500 Penalty: 4584.048340
	Iteration 74Q: 3 clusters Score -990939.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -990942.562500 Penalty: 4584.048340
	Iteration 75Q: 3 clusters Score -990942.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -990945.875000 Penalty: 4584.048340
	Iteration 76Q: 3 clusters Score -990945.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -990948.687500 Penalty: 4584.048340
	Iteration 77Q: 3 clusters Score -990948.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -990948.687500 Penalty: 4584.048340
	Iteration 78Q: 3 clusters Score -990948.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -990950.375000 Penalty: 4584.048340
	Iteration 79Q: 3 clusters Score -990950.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -990952.500000 Penalty: 4584.048340
	Iteration 80F: 3 clusters Score -990952.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -990953.937500 Penalty: 4584.048340
	Iteration 81Q: 3 clusters Score -990953.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -990957.375000 Penalty: 4584.048340
	Iteration 82Q: 3 clusters Score -990957.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -990964.750000 Penalty: 4584.048340
	Iteration 83Q: 3 clusters Score -990964.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -990965.937500 Penalty: 4584.048340
	Iteration 84Q: 3 clusters Score -990965.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -990967.500000 Penalty: 4584.048340
	Iteration 85Q: 3 clusters Score -990967.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -990975.375000 Penalty: 4584.048340
	Iteration 86Q: 3 clusters Score -990975.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -990976.062500 Penalty: 4584.048340
	Iteration 87Q: 3 clusters Score -990976.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -990977.312500 Penalty: 4584.048340
	Iteration 88Q: 3 clusters Score -990977.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -990979.187500 Penalty: 4584.048340
	Iteration 89Q: 3 clusters Score -990979.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -990984.125000 Penalty: 4584.048340
	Iteration 90Q: 3 clusters Score -990984.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -990989.625000 Penalty: 4584.048340
	Iteration 91Q: 3 clusters Score -990989.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -990993.125000 Penalty: 4584.048340
	Iteration 92Q: 3 clusters Score -990993.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -990999.187500 Penalty: 4584.048340
	Iteration 93Q: 3 clusters Score -990999.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -991005.437500 Penalty: 4584.048340
	Iteration 94Q: 3 clusters Score -991005.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -991011.875000 Penalty: 4584.048340
	Iteration 95Q: 3 clusters Score -991011.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -991013.437500 Penalty: 4584.048340
	Iteration 96Q: 3 clusters Score -991013.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -991017.437500 Penalty: 4584.048340
	Iteration 97Q: 3 clusters Score -991017.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -991018.812500 Penalty: 4584.048340
	Iteration 98Q: 3 clusters Score -991018.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -991021.000000 Penalty: 4584.048340
	Iteration 99Q: 3 clusters Score -991021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -991018.812500 Penalty: 4584.048340
	Iteration 100F: 3 clusters Score -991018.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -991023.125000 Penalty: 4584.048340
	Iteration 101Q: 3 clusters Score -991023.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -991026.625000 Penalty: 4584.048340
	Iteration 102Q: 3 clusters Score -991026.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -991026.437500 Penalty: 4584.048340
	Iteration 103Q: 3 clusters Score -991026.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -991029.562500 Penalty: 4584.048340
	Iteration 104Q: 3 clusters Score -991029.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -991030.250000 Penalty: 4584.048340
	Iteration 105Q: 3 clusters Score -991030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -991033.250000 Penalty: 4584.048340
	Iteration 106Q: 3 clusters Score -991033.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -991035.875000 Penalty: 4584.048340
	Iteration 107Q: 3 clusters Score -991035.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -991034.500000 Penalty: 4584.048340
	Iteration 108Q: 3 clusters Score -991034.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -991039.687500 Penalty: 4584.048340
	Iteration 109Q: 3 clusters Score -991039.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -991039.625000 Penalty: 4584.048340
	Iteration 110Q: 3 clusters Score -991039.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -991041.500000 Penalty: 4584.048340
	Iteration 111Q: 3 clusters Score -991041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -991042.625000 Penalty: 4584.048340
	Iteration 112Q: 3 clusters Score -991042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -991042.937500 Penalty: 4584.048340
	Iteration 113Q: 3 clusters Score -991042.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -991047.375000 Penalty: 4584.048340
	Iteration 114Q: 3 clusters Score -991047.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -991048.312500 Penalty: 4584.048340
	Iteration 115Q: 3 clusters Score -991048.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -991051.437500 Penalty: 4584.048340
	Iteration 116Q: 3 clusters Score -991051.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -991051.750000 Penalty: 4584.048340
	Iteration 117Q: 3 clusters Score -991051.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -991054.187500 Penalty: 4584.048340
	Iteration 118Q: 3 clusters Score -991054.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -991057.875000 Penalty: 4584.048340
	Iteration 119Q: 3 clusters Score -991057.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -991058.187500 Penalty: 4584.048340
	Iteration 120F: 3 clusters Score -991058.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -991060.062500 Penalty: 4584.048340
	Iteration 121Q: 3 clusters Score -991060.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -991061.375000 Penalty: 4584.048340
	Iteration 122Q: 3 clusters Score -991061.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -991065.875000 Penalty: 4584.048340
	Iteration 123Q: 3 clusters Score -991065.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -991068.000000 Penalty: 4584.048340
	Iteration 124Q: 3 clusters Score -991068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -991072.250000 Penalty: 4584.048340
	Iteration 125Q: 3 clusters Score -991072.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -991076.125000 Penalty: 4584.048340
	Iteration 126Q: 3 clusters Score -991076.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -991077.937500 Penalty: 4584.048340
	Iteration 127Q: 3 clusters Score -991077.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -991080.625000 Penalty: 4584.048340
	Iteration 128Q: 3 clusters Score -991080.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -991082.875000 Penalty: 4584.048340
	Iteration 129Q: 3 clusters Score -991082.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -991086.437500 Penalty: 4584.048340
	Iteration 130Q: 3 clusters Score -991086.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -991086.250000 Penalty: 4584.048340
	Iteration 131Q: 3 clusters Score -991086.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -991088.187500 Penalty: 4584.048340
	Iteration 132Q: 3 clusters Score -991088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -991088.625000 Penalty: 4584.048340
	Iteration 133Q: 3 clusters Score -991088.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -991090.437500 Penalty: 4584.048340
	Iteration 134Q: 3 clusters Score -991090.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -991091.437500 Penalty: 4584.048340
	Iteration 135Q: 3 clusters Score -991091.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -991093.437500 Penalty: 4584.048340
	Iteration 136Q: 3 clusters Score -991093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -991095.187500 Penalty: 4584.048340
	Iteration 137Q: 3 clusters Score -991095.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -991095.250000 Penalty: 4584.048340
	Iteration 138Q: 3 clusters Score -991095.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -991096.625000 Penalty: 4584.048340
	Iteration 139Q: 3 clusters Score -991096.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -991100.187500 Penalty: 4584.048340
	Iteration 140F: 3 clusters Score -991100.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -991102.625000 Penalty: 4584.048340
	Iteration 141Q: 3 clusters Score -991102.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -991103.125000 Penalty: 4584.048340
	Iteration 142Q: 3 clusters Score -991103.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -991105.750000 Penalty: 4584.048340
	Iteration 143Q: 3 clusters Score -991105.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -991110.812500 Penalty: 4584.048340
	Iteration 144Q: 3 clusters Score -991110.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -991114.687500 Penalty: 4584.048340
	Iteration 145Q: 3 clusters Score -991114.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -991117.500000 Penalty: 4584.048340
	Iteration 146Q: 3 clusters Score -991117.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -991122.312500 Penalty: 4584.048340
	Iteration 147Q: 3 clusters Score -991122.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -991126.812500 Penalty: 4584.048340
	Iteration 148Q: 3 clusters Score -991126.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -991128.687500 Penalty: 4584.048340
	Iteration 149Q: 3 clusters Score -991128.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -991133.687500 Penalty: 4584.048340
	Iteration 150Q: 3 clusters Score -991133.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -991138.312500 Penalty: 4584.048340
	Iteration 151Q: 3 clusters Score -991138.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -991140.187500 Penalty: 4584.048340
	Iteration 152Q: 3 clusters Score -991140.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -991141.937500 Penalty: 4584.048340
	Iteration 153Q: 3 clusters Score -991141.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -991144.625000 Penalty: 4584.048340
	Iteration 154Q: 3 clusters Score -991144.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -991144.937500 Penalty: 4584.048340
	Iteration 155Q: 3 clusters Score -991144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -991148.687500 Penalty: 4584.048340
	Iteration 156Q: 3 clusters Score -991148.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -991147.187500 Penalty: 4584.048340
	Iteration 157Q: 3 clusters Score -991147.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -991145.250000 Penalty: 4584.048340
	Iteration 158Q: 3 clusters Score -991145.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -991148.750000 Penalty: 4584.048340
	Iteration 159Q: 3 clusters Score -991148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -991150.312500 Penalty: 4584.048340
	Iteration 160F: 3 clusters Score -991150.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -991152.250000 Penalty: 4584.048340
	Iteration 161Q: 3 clusters Score -991152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -991154.375000 Penalty: 4584.048340
	Iteration 162Q: 3 clusters Score -991154.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -991155.187500 Penalty: 4584.048340
	Iteration 163Q: 3 clusters Score -991155.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -991160.750000 Penalty: 4584.048340
	Iteration 164Q: 3 clusters Score -991160.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -991160.875000 Penalty: 4584.048340
	Iteration 165Q: 3 clusters Score -991160.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -991164.875000 Penalty: 4584.048340
	Iteration 166Q: 3 clusters Score -991164.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -991168.062500 Penalty: 4584.048340
	Iteration 167Q: 3 clusters Score -991168.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -991170.562500 Penalty: 4584.048340
	Iteration 168Q: 3 clusters Score -991170.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -991174.375000 Penalty: 4584.048340
	Iteration 169Q: 3 clusters Score -991174.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -991178.875000 Penalty: 4584.048340
	Iteration 170Q: 3 clusters Score -991178.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -991180.625000 Penalty: 4584.048340
	Iteration 171Q: 3 clusters Score -991180.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -991184.000000 Penalty: 4584.048340
	Iteration 172Q: 3 clusters Score -991184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -991188.937500 Penalty: 4584.048340
	Iteration 173Q: 3 clusters Score -991188.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -991194.750000 Penalty: 4584.048340
	Iteration 174Q: 3 clusters Score -991194.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -991202.000000 Penalty: 4584.048340
	Iteration 175Q: 3 clusters Score -991202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -991210.062500 Penalty: 4584.048340
	Iteration 176Q: 3 clusters Score -991210.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -991224.750000 Penalty: 4584.048340
	Iteration 177Q: 3 clusters Score -991224.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -991234.000000 Penalty: 4584.048340
	Iteration 178Q: 3 clusters Score -991234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -991242.437500 Penalty: 4584.048340
	Iteration 179Q: 3 clusters Score -991242.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -991254.062500 Penalty: 4584.048340
	Iteration 180F: 3 clusters Score -991254.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -991261.937500 Penalty: 4584.048340
	Iteration 181Q: 3 clusters Score -991261.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -991274.937500 Penalty: 4584.048340
	Iteration 182Q: 3 clusters Score -991274.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -991286.500000 Penalty: 4584.048340
	Iteration 183Q: 3 clusters Score -991286.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -991305.750000 Penalty: 4584.048340
	Iteration 184Q: 3 clusters Score -991305.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -991315.125000 Penalty: 4584.048340
	Iteration 185Q: 3 clusters Score -991315.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -991323.750000 Penalty: 4584.048340
	Iteration 186Q: 3 clusters Score -991323.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -991328.687500 Penalty: 4584.048340
	Iteration 187Q: 3 clusters Score -991328.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -991331.687500 Penalty: 4584.048340
	Iteration 188Q: 3 clusters Score -991331.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -991334.875000 Penalty: 4584.048340
	Iteration 189Q: 3 clusters Score -991334.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -991343.750000 Penalty: 4584.048340
	Iteration 190Q: 3 clusters Score -991343.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -991351.375000 Penalty: 4584.048340
	Iteration 191Q: 3 clusters Score -991351.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -991362.500000 Penalty: 4584.048340
	Iteration 192Q: 3 clusters Score -991362.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -991371.625000 Penalty: 4584.048340
	Iteration 193Q: 3 clusters Score -991371.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -991376.687500 Penalty: 4584.048340
	Iteration 194Q: 3 clusters Score -991376.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -991380.062500 Penalty: 4584.048340
	Iteration 195Q: 3 clusters Score -991380.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -991383.062500 Penalty: 4584.048340
	Iteration 196Q: 3 clusters Score -991383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -991383.500000 Penalty: 4584.048340
	Iteration 197Q: 3 clusters Score -991383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -991383.500000 Penalty: 4584.048340
	Iteration 198F: 3 clusters Score -991383.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Entering Unmasked Estep 
Score: -318608.812500 Penalty: 2014.715942
	Iteration 0F: 2 clusters Score -318608.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -315071.593750 Penalty: 4029.431885
	Iteration 0F: 3 clusters Score -315071.6 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -315843.531250 Penalty: 4029.431885
	Iteration 1F: 3 clusters Score -315843.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -316070.375000 Penalty: 4029.431885
	Iteration 2F: 3 clusters Score -316070.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -316279.437500 Penalty: 4029.431885
	Iteration 3F: 3 clusters Score -316279.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -316465.218750 Penalty: 4029.431885
	Iteration 4F: 3 clusters Score -316465.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -316674.593750 Penalty: 4029.431885
	Iteration 5F: 3 clusters Score -316674.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -316898.156250 Penalty: 4029.431885
	Iteration 6F: 3 clusters Score -316898.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -317073.531250 Penalty: 4029.431885
	Iteration 7Q: 3 clusters Score -317073.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -317189.437500 Penalty: 4029.431885
	Iteration 8Q: 3 clusters Score -317189.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -317252.843750 Penalty: 4029.431885
	Iteration 9Q: 3 clusters Score -317252.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -317294.812500 Penalty: 4029.431885
	Iteration 10Q: 3 clusters Score -317294.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -317333.500000 Penalty: 4029.431885
	Iteration 11Q: 3 clusters Score -317333.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -317365.718750 Penalty: 4029.431885
	Iteration 12Q: 3 clusters Score -317365.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -317395.500000 Penalty: 4029.431885
	Iteration 13Q: 3 clusters Score -317395.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -317426.156250 Penalty: 4029.431885
	Iteration 14Q: 3 clusters Score -317426.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -317453.843750 Penalty: 4029.431885
	Iteration 15Q: 3 clusters Score -317453.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -317478.437500 Penalty: 4029.431885
	Iteration 16Q: 3 clusters Score -317478.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -317497.343750 Penalty: 4029.431885
	Iteration 17Q: 3 clusters Score -317497.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -317514.437500 Penalty: 4029.431885
	Iteration 18Q: 3 clusters Score -317514.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -317525.062500 Penalty: 4029.431885
	Iteration 19Q: 3 clusters Score -317525.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -317537.218750 Penalty: 4029.431885
	Iteration 20F: 3 clusters Score -317537.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -317541.593750 Penalty: 4029.431885
	Iteration 21Q: 3 clusters Score -317541.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -317544.437500 Penalty: 4029.431885
	Iteration 22Q: 3 clusters Score -317544.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -317551.000000 Penalty: 4029.431885
	Iteration 23Q: 3 clusters Score -317551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -317555.781250 Penalty: 4029.431885
	Iteration 24Q: 3 clusters Score -317555.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -317559.375000 Penalty: 4029.431885
	Iteration 25Q: 3 clusters Score -317559.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -317563.000000 Penalty: 4029.431885
	Iteration 26Q: 3 clusters Score -317563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -317563.250000 Penalty: 4029.431885
	Iteration 27Q: 3 clusters Score -317563.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -317563.250000 Penalty: 4029.431885
	Iteration 28F: 3 clusters Score -317563.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Entering Unmasked Estep 
Score: -422985.812500 Penalty: 2113.648926
	Iteration 0F: 2 clusters Score -422985.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -418517.906250 Penalty: 4227.297852
	Iteration 0F: 3 clusters Score -418517.9 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -419779.718750 Penalty: 4227.297852
	Iteration 1F: 3 clusters Score -419779.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -420192.343750 Penalty: 4227.297852
	Iteration 2F: 3 clusters Score -420192.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -420538.187500 Penalty: 4227.297852
	Iteration 3F: 3 clusters Score -420538.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -420831.281250 Penalty: 4227.297852
	Iteration 4F: 3 clusters Score -420831.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -421066.593750 Penalty: 4227.297852
	Iteration 5F: 3 clusters Score -421066.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -421296.531250 Penalty: 4227.297852
	Iteration 6Q: 3 clusters Score -421296.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -421491.750000 Penalty: 4227.297852
	Iteration 7Q: 3 clusters Score -421491.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -421650.968750 Penalty: 4227.297852
	Iteration 8Q: 3 clusters Score -421651 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -421760.156250 Penalty: 4227.297852
	Iteration 9Q: 3 clusters Score -421760.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -421830.406250 Penalty: 4227.297852
	Iteration 10Q: 3 clusters Score -421830.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -421878.906250 Penalty: 4227.297852
	Iteration 11Q: 3 clusters Score -421878.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -421914.781250 Penalty: 4227.297852
	Iteration 12Q: 3 clusters Score -421914.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -421935.250000 Penalty: 4227.297852
	Iteration 13Q: 3 clusters Score -421935.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -421950.468750 Penalty: 4227.297852
	Iteration 14Q: 3 clusters Score -421950.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -421965.562500 Penalty: 4227.297852
	Iteration 15Q: 3 clusters Score -421965.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -421985.000000 Penalty: 4227.297852
	Iteration 16Q: 3 clusters Score -421985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -421997.156250 Penalty: 4227.297852
	Iteration 17Q: 3 clusters Score -421997.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -422010.093750 Penalty: 4227.297852
	Iteration 18Q: 3 clusters Score -422010.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -422017.000000 Penalty: 4227.297852
	Iteration 19Q: 3 clusters Score -422017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -422021.156250 Penalty: 4227.297852
	Iteration 20F: 3 clusters Score -422021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -422023.406250 Penalty: 4227.297852
	Iteration 21Q: 3 clusters Score -422023.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -422024.031250 Penalty: 4227.297852
	Iteration 22Q: 3 clusters Score -422024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -422025.437500 Penalty: 4227.297852
	Iteration 23Q: 3 clusters Score -422025.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -422028.656250 Penalty: 4227.297852
	Iteration 24Q: 3 clusters Score -422028.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -422029.562500 Penalty: 4227.297852
	Iteration 25Q: 3 clusters Score -422029.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -422031.531250 Penalty: 4227.297852
	Iteration 26Q: 3 clusters Score -422031.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -422032.781250 Penalty: 4227.297852
	Iteration 27Q: 3 clusters Score -422032.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -422037.031250 Penalty: 4227.297852
	Iteration 28Q: 3 clusters Score -422037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -422040.062500 Penalty: 4227.297852
	Iteration 29Q: 3 clusters Score -422040.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -422047.500000 Penalty: 4227.297852
	Iteration 30Q: 3 clusters Score -422047.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -422053.500000 Penalty: 4227.297852
	Iteration 31Q: 3 clusters Score -422053.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -422056.906250 Penalty: 4227.297852
	Iteration 32Q: 3 clusters Score -422056.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -422061.250000 Penalty: 4227.297852
	Iteration 33Q: 3 clusters Score -422061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -422061.281250 Penalty: 4227.297852
	Iteration 34Q: 3 clusters Score -422061.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -422064.062500 Penalty: 4227.297852
	Iteration 35Q: 3 clusters Score -422064.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -422068.875000 Penalty: 4227.297852
	Iteration 36Q: 3 clusters Score -422068.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -422074.500000 Penalty: 4227.297852
	Iteration 37Q: 3 clusters Score -422074.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -422078.968750 Penalty: 4227.297852
	Iteration 38Q: 3 clusters Score -422079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -422081.656250 Penalty: 4227.297852
	Iteration 39Q: 3 clusters Score -422081.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -422083.500000 Penalty: 4227.297852
	Iteration 40F: 3 clusters Score -422083.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -422085.125000 Penalty: 4227.297852
	Iteration 41Q: 3 clusters Score -422085.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -422085.937500 Penalty: 4227.297852
	Iteration 42Q: 3 clusters Score -422085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -422085.781250 Penalty: 4227.297852
	Iteration 43Q: 3 clusters Score -422085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -422087.750000 Penalty: 4227.297852
	Iteration 44Q: 3 clusters Score -422087.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -422088.093750 Penalty: 4227.297852
	Iteration 45Q: 3 clusters Score -422088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -422090.375000 Penalty: 4227.297852
	Iteration 46Q: 3 clusters Score -422090.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -422091.250000 Penalty: 4227.297852
	Iteration 47Q: 3 clusters Score -422091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -422091.250000 Penalty: 4227.297852
	Iteration 48F: 3 clusters Score -422091.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (59446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Entering Unmasked Estep 
Score: -5986531.000000 Penalty: 2726.220215
	Iteration 0F: 2 clusters Score -5986531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -5946650.500000 Penalty: 5452.440430
	Iteration 0F: 3 clusters Score -5946650 nChanged 27592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -5962658.000000 Penalty: 5452.440430
	Iteration 1F: 3 clusters Score -5962658 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -5964059.000000 Penalty: 5452.440430
	Iteration 2F: 3 clusters Score -5964059 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -5966085.500000 Penalty: 5452.440430
	Iteration 3F: 3 clusters Score -5966086 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -5969371.000000 Penalty: 5452.440430
	Iteration 4F: 3 clusters Score -5969371 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -5973845.000000 Penalty: 5452.440430
	Iteration 5F: 3 clusters Score -5973845 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -5978157.500000 Penalty: 5452.440430
	Iteration 6F: 3 clusters Score -5978158 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -5981090.500000 Penalty: 5452.440430
	Iteration 7F: 3 clusters Score -5981090 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5982678.000000 Penalty: 5452.440430
	Iteration 8Q: 3 clusters Score -5982678 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5983477.000000 Penalty: 5452.440430
	Iteration 9Q: 3 clusters Score -5983477 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5983980.500000 Penalty: 5452.440430
	Iteration 10Q: 3 clusters Score -5983980 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5984260.000000 Penalty: 5452.440430
	Iteration 11Q: 3 clusters Score -5984260 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5984474.000000 Penalty: 5452.440430
	Iteration 12Q: 3 clusters Score -5984474 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5984556.000000 Penalty: 5452.440430
	Iteration 13Q: 3 clusters Score -5984556 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5984659.500000 Penalty: 5452.440430
	Iteration 14Q: 3 clusters Score -5984660 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5984726.000000 Penalty: 5452.440430
	Iteration 15Q: 3 clusters Score -5984726 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5984762.500000 Penalty: 5452.440430
	Iteration 16Q: 3 clusters Score -5984762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5984785.000000 Penalty: 5452.440430
	Iteration 17Q: 3 clusters Score -5984785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57320 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5984801.500000 Penalty: 5452.440430
	Iteration 18Q: 3 clusters Score -5984802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5984815.000000 Penalty: 5452.440430
	Iteration 19Q: 3 clusters Score -5984815 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5984822.000000 Penalty: 5452.440430
	Iteration 20F: 3 clusters Score -5984822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5984831.000000 Penalty: 5452.440430
	Iteration 21Q: 3 clusters Score -5984831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5984844.500000 Penalty: 5452.440430
	Iteration 22Q: 3 clusters Score -5984844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5984842.000000 Penalty: 5452.440430
	Iteration 23Q: 3 clusters Score -5984842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5984837.000000 Penalty: 5452.440430
	Iteration 24Q: 3 clusters Score -5984837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5984845.000000 Penalty: 5452.440430
	Iteration 25Q: 3 clusters Score -5984845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5984841.500000 Penalty: 5452.440430
	Iteration 26Q: 3 clusters Score -5984842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5984845.500000 Penalty: 5452.440430
	Iteration 27Q: 3 clusters Score -5984846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5984847.000000 Penalty: 5452.440430
	Iteration 28Q: 3 clusters Score -5984847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5984850.500000 Penalty: 5452.440430
	Iteration 29Q: 3 clusters Score -5984850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57301 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5984856.500000 Penalty: 5452.440430
	Iteration 30Q: 3 clusters Score -5984856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5984853.500000 Penalty: 5452.440430
	Iteration 31Q: 3 clusters Score -5984854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5984859.500000 Penalty: 5452.440430
	Iteration 32Q: 3 clusters Score -5984860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5984858.000000 Penalty: 5452.440430
	Iteration 33Q: 3 clusters Score -5984858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5984859.500000 Penalty: 5452.440430
	Iteration 34Q: 3 clusters Score -5984860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5984860.000000 Penalty: 5452.440430
	Iteration 35Q: 3 clusters Score -5984860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5984853.500000 Penalty: 5452.440430
	Iteration 36Q: 3 clusters Score -5984854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5984852.000000 Penalty: 5452.440430
	Iteration 37Q: 3 clusters Score -5984852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5984849.500000 Penalty: 5452.440430
	Iteration 38Q: 3 clusters Score -5984850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5984852.000000 Penalty: 5452.440430
	Iteration 39Q: 3 clusters Score -5984852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5984853.000000 Penalty: 5452.440430
	Iteration 40F: 3 clusters Score -5984853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5984851.500000 Penalty: 5452.440430
	Iteration 41Q: 3 clusters Score -5984852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5984851.500000 Penalty: 5452.440430
	Iteration 42F: 3 clusters Score -5984852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -162772.296875 Penalty: 1845.010742
	Iteration 0F: 2 clusters Score -162772.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -160322.203125 Penalty: 3690.021484
	Iteration 0F: 3 clusters Score -160322.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -160782.171875 Penalty: 3690.021484
	Iteration 1F: 3 clusters Score -160782.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -160869.562500 Penalty: 3690.021484
	Iteration 2F: 3 clusters Score -160869.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -160907.187500 Penalty: 3690.021484
	Iteration 3Q: 3 clusters Score -160907.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -160933.515625 Penalty: 3690.021484
	Iteration 4Q: 3 clusters Score -160933.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -160951.796875 Penalty: 3690.021484
	Iteration 5Q: 3 clusters Score -160951.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -160975.421875 Penalty: 3690.021484
	Iteration 6Q: 3 clusters Score -160975.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -161001.156250 Penalty: 3690.021484
	Iteration 7Q: 3 clusters Score -161001.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -161038.703125 Penalty: 3690.021484
	Iteration 8Q: 3 clusters Score -161038.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -161073.515625 Penalty: 3690.021484
	Iteration 9Q: 3 clusters Score -161073.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -161106.171875 Penalty: 3690.021484
	Iteration 10Q: 3 clusters Score -161106.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -161139.140625 Penalty: 3690.021484
	Iteration 11Q: 3 clusters Score -161139.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -161177.625000 Penalty: 3690.021484
	Iteration 12Q: 3 clusters Score -161177.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -161240.921875 Penalty: 3690.021484
	Iteration 13Q: 3 clusters Score -161240.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -161311.203125 Penalty: 3690.021484
	Iteration 14Q: 3 clusters Score -161311.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -161372.109375 Penalty: 3690.021484
	Iteration 15Q: 3 clusters Score -161372.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -161414.859375 Penalty: 3690.021484
	Iteration 16Q: 3 clusters Score -161414.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -161441.734375 Penalty: 3690.021484
	Iteration 17Q: 3 clusters Score -161441.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -161469.156250 Penalty: 3690.021484
	Iteration 18Q: 3 clusters Score -161469.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -161500.078125 Penalty: 3690.021484
	Iteration 19Q: 3 clusters Score -161500.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -161515.421875 Penalty: 3690.021484
	Iteration 20F: 3 clusters Score -161515.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -161528.468750 Penalty: 3690.021484
	Iteration 21Q: 3 clusters Score -161528.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -161542.234375 Penalty: 3690.021484
	Iteration 22Q: 3 clusters Score -161542.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -161557.609375 Penalty: 3690.021484
	Iteration 23Q: 3 clusters Score -161557.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -161573.171875 Penalty: 3690.021484
	Iteration 24Q: 3 clusters Score -161573.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -161586.187500 Penalty: 3690.021484
	Iteration 25Q: 3 clusters Score -161586.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -161601.078125 Penalty: 3690.021484
	Iteration 26Q: 3 clusters Score -161601.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -161620.828125 Penalty: 3690.021484
	Iteration 27Q: 3 clusters Score -161620.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -161639.421875 Penalty: 3690.021484
	Iteration 28Q: 3 clusters Score -161639.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -161656.890625 Penalty: 3690.021484
	Iteration 29Q: 3 clusters Score -161656.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -161678.359375 Penalty: 3690.021484
	Iteration 30Q: 3 clusters Score -161678.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -161705.234375 Penalty: 3690.021484
	Iteration 31Q: 3 clusters Score -161705.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -161740.578125 Penalty: 3690.021484
	Iteration 32Q: 3 clusters Score -161740.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -161775.312500 Penalty: 3690.021484
	Iteration 33Q: 3 clusters Score -161775.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -161809.453125 Penalty: 3690.021484
	Iteration 34Q: 3 clusters Score -161809.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -161852.765625 Penalty: 3690.021484
	Iteration 35Q: 3 clusters Score -161852.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -161888.468750 Penalty: 3690.021484
	Iteration 36Q: 3 clusters Score -161888.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -161944.500000 Penalty: 3690.021484
	Iteration 37Q: 3 clusters Score -161944.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -161980.390625 Penalty: 3690.021484
	Iteration 38Q: 3 clusters Score -161980.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -162004.015625 Penalty: 3690.021484
	Iteration 39Q: 3 clusters Score -162004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -162028.812500 Penalty: 3690.021484
	Iteration 40F: 3 clusters Score -162028.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -162040.281250 Penalty: 3690.021484
	Iteration 41Q: 3 clusters Score -162040.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -162041.921875 Penalty: 3690.021484
	Iteration 42Q: 3 clusters Score -162041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -162042.828125 Penalty: 3690.021484
	Iteration 43Q: 3 clusters Score -162042.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162044.437500 Penalty: 3690.021484
	Iteration 44Q: 3 clusters Score -162044.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162044.437500 Penalty: 3690.021484
	Iteration 45F: 3 clusters Score -162044.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Entering Unmasked Estep 
Score: -3460609.250000 Penalty: 2598.199707
	Iteration 0F: 2 clusters Score -3460609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -3436528.750000 Penalty: 5196.399414
	Iteration 0F: 3 clusters Score -3436529 nChanged 16086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3445509.000000 Penalty: 5196.399414
	Iteration 1F: 3 clusters Score -3445509 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3446184.500000 Penalty: 5196.399414
	Iteration 2Q: 3 clusters Score -3446184 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -3446833.000000 Penalty: 5196.399414
	Iteration 3Q: 3 clusters Score -3446833 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3447488.500000 Penalty: 5196.399414
	Iteration 4Q: 3 clusters Score -3447488 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -3448249.250000 Penalty: 5196.399414
	Iteration 5Q: 3 clusters Score -3448249 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -3449060.750000 Penalty: 5196.399414
	Iteration 6Q: 3 clusters Score -3449061 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3449913.750000 Penalty: 5196.399414
	Iteration 7Q: 3 clusters Score -3449914 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3450817.000000 Penalty: 5196.399414
	Iteration 8Q: 3 clusters Score -3450817 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3451667.500000 Penalty: 5196.399414
	Iteration 9Q: 3 clusters Score -3451668 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -3452473.750000 Penalty: 5196.399414
	Iteration 10Q: 3 clusters Score -3452474 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -3453236.000000 Penalty: 5196.399414
	Iteration 11Q: 3 clusters Score -3453236 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3453975.500000 Penalty: 5196.399414
	Iteration 12Q: 3 clusters Score -3453976 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3454768.000000 Penalty: 5196.399414
	Iteration 13Q: 3 clusters Score -3454768 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -3455519.250000 Penalty: 5196.399414
	Iteration 14Q: 3 clusters Score -3455519 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -3456256.250000 Penalty: 5196.399414
	Iteration 15Q: 3 clusters Score -3456256 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -3456859.500000 Penalty: 5196.399414
	Iteration 16Q: 3 clusters Score -3456860 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -3457309.500000 Penalty: 5196.399414
	Iteration 17Q: 3 clusters Score -3457310 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -3457637.500000 Penalty: 5196.399414
	Iteration 18Q: 3 clusters Score -3457638 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -3457905.750000 Penalty: 5196.399414
	Iteration 19Q: 3 clusters Score -3457906 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -3458188.750000 Penalty: 5196.399414
	Iteration 20F: 3 clusters Score -3458189 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -3458443.500000 Penalty: 5196.399414
	Iteration 21Q: 3 clusters Score -3458444 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -3458615.000000 Penalty: 5196.399414
	Iteration 22Q: 3 clusters Score -3458615 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -3458719.250000 Penalty: 5196.399414
	Iteration 23Q: 3 clusters Score -3458719 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -3458780.000000 Penalty: 5196.399414
	Iteration 24Q: 3 clusters Score -3458780 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -3458820.000000 Penalty: 5196.399414
	Iteration 25Q: 3 clusters Score -3458820 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -3458847.500000 Penalty: 5196.399414
	Iteration 26Q: 3 clusters Score -3458848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -3458874.000000 Penalty: 5196.399414
	Iteration 27Q: 3 clusters Score -3458874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -3458888.500000 Penalty: 5196.399414
	Iteration 28Q: 3 clusters Score -3458888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -3458901.000000 Penalty: 5196.399414
	Iteration 29Q: 3 clusters Score -3458901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -3458916.500000 Penalty: 5196.399414
	Iteration 30Q: 3 clusters Score -3458916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -3458921.500000 Penalty: 5196.399414
	Iteration 31Q: 3 clusters Score -3458922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -3458925.750000 Penalty: 5196.399414
	Iteration 32Q: 3 clusters Score -3458926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -3458934.500000 Penalty: 5196.399414
	Iteration 33Q: 3 clusters Score -3458934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -3458939.750000 Penalty: 5196.399414
	Iteration 34Q: 3 clusters Score -3458940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -3458943.750000 Penalty: 5196.399414
	Iteration 35Q: 3 clusters Score -3458944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -3458950.500000 Penalty: 5196.399414
	Iteration 36Q: 3 clusters Score -3458950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -3458955.750000 Penalty: 5196.399414
	Iteration 37Q: 3 clusters Score -3458956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -3458955.250000 Penalty: 5196.399414
	Iteration 38Q: 3 clusters Score -3458955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -3458960.750000 Penalty: 5196.399414
	Iteration 39Q: 3 clusters Score -3458961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -3458965.750000 Penalty: 5196.399414
	Iteration 40F: 3 clusters Score -3458966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -3458962.500000 Penalty: 5196.399414
	Iteration 41Q: 3 clusters Score -3458962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -3458965.750000 Penalty: 5196.399414
	Iteration 42Q: 3 clusters Score -3458966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -3458963.500000 Penalty: 5196.399414
	Iteration 43Q: 3 clusters Score -3458964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -3458967.250000 Penalty: 5196.399414
	Iteration 44Q: 3 clusters Score -3458967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -3458966.000000 Penalty: 5196.399414
	Iteration 45Q: 3 clusters Score -3458966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -3458970.750000 Penalty: 5196.399414
	Iteration 46Q: 3 clusters Score -3458971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -3458973.000000 Penalty: 5196.399414
	Iteration 47Q: 3 clusters Score -3458973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -3458973.000000 Penalty: 5196.399414
	Iteration 48Q: 3 clusters Score -3458973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -3458972.750000 Penalty: 5196.399414
	Iteration 49Q: 3 clusters Score -3458973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -3458972.750000 Penalty: 5196.399414
	Iteration 50F: 3 clusters Score -3458973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Entering Unmasked Estep 
Score: -1673405.125000 Penalty: 2405.514893
	Iteration 0F: 2 clusters Score -1673405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1661687.875000 Penalty: 4811.029785
	Iteration 0F: 3 clusters Score -1661688 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1665393.125000 Penalty: 4811.029785
	Iteration 1F: 3 clusters Score -1665393 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1665875.625000 Penalty: 4811.029785
	Iteration 2F: 3 clusters Score -1665876 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1666423.750000 Penalty: 4811.029785
	Iteration 3F: 3 clusters Score -1666424 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1667084.875000 Penalty: 4811.029785
	Iteration 4F: 3 clusters Score -1667085 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1667919.500000 Penalty: 4811.029785
	Iteration 5F: 3 clusters Score -1667920 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1668863.250000 Penalty: 4811.029785
	Iteration 6F: 3 clusters Score -1668863 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1669746.000000 Penalty: 4811.029785
	Iteration 7F: 3 clusters Score -1669746 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1670425.250000 Penalty: 4811.029785
	Iteration 8Q: 3 clusters Score -1670425 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1670876.250000 Penalty: 4811.029785
	Iteration 9Q: 3 clusters Score -1670876 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1671093.750000 Penalty: 4811.029785
	Iteration 10Q: 3 clusters Score -1671094 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1671219.750000 Penalty: 4811.029785
	Iteration 11Q: 3 clusters Score -1671220 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1671308.500000 Penalty: 4811.029785
	Iteration 12Q: 3 clusters Score -1671308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1671374.875000 Penalty: 4811.029785
	Iteration 13Q: 3 clusters Score -1671375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1671407.250000 Penalty: 4811.029785
	Iteration 14Q: 3 clusters Score -1671407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1671435.625000 Penalty: 4811.029785
	Iteration 15Q: 3 clusters Score -1671436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1671457.125000 Penalty: 4811.029785
	Iteration 16Q: 3 clusters Score -1671457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1671463.250000 Penalty: 4811.029785
	Iteration 17Q: 3 clusters Score -1671463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1671480.125000 Penalty: 4811.029785
	Iteration 18Q: 3 clusters Score -1671480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1671486.125000 Penalty: 4811.029785
	Iteration 19Q: 3 clusters Score -1671486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1671490.000000 Penalty: 4811.029785
	Iteration 20F: 3 clusters Score -1671490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1671493.125000 Penalty: 4811.029785
	Iteration 21Q: 3 clusters Score -1671493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1671493.875000 Penalty: 4811.029785
	Iteration 22Q: 3 clusters Score -1671494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1671493.875000 Penalty: 4811.029785
	Iteration 23F: 3 clusters Score -1671494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Entering Unmasked Estep 
Score: -2926831.750000 Penalty: 2573.051758
	Iteration 0F: 2 clusters Score -2926832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2904818.500000 Penalty: 5146.103516
	Iteration 0F: 3 clusters Score -2904818 nChanged 14556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2912950.750000 Penalty: 5146.103516
	Iteration 1F: 3 clusters Score -2912951 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2913591.750000 Penalty: 5146.103516
	Iteration 2F: 3 clusters Score -2913592 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2914196.500000 Penalty: 5146.103516
	Iteration 3Q: 3 clusters Score -2914196 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2914770.000000 Penalty: 5146.103516
	Iteration 4Q: 3 clusters Score -2914770 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2915263.250000 Penalty: 5146.103516
	Iteration 5Q: 3 clusters Score -2915263 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2915730.750000 Penalty: 5146.103516
	Iteration 6Q: 3 clusters Score -2915731 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2916167.500000 Penalty: 5146.103516
	Iteration 7Q: 3 clusters Score -2916168 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2916601.250000 Penalty: 5146.103516
	Iteration 8Q: 3 clusters Score -2916601 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2916943.250000 Penalty: 5146.103516
	Iteration 9Q: 3 clusters Score -2916943 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2917247.500000 Penalty: 5146.103516
	Iteration 10Q: 3 clusters Score -2917248 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2917579.750000 Penalty: 5146.103516
	Iteration 11Q: 3 clusters Score -2917580 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2917925.750000 Penalty: 5146.103516
	Iteration 12Q: 3 clusters Score -2917926 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2918306.250000 Penalty: 5146.103516
	Iteration 13Q: 3 clusters Score -2918306 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -2918747.500000 Penalty: 5146.103516
	Iteration 14Q: 3 clusters Score -2918748 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -2919306.750000 Penalty: 5146.103516
	Iteration 15Q: 3 clusters Score -2919307 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -2919996.750000 Penalty: 5146.103516
	Iteration 16Q: 3 clusters Score -2919997 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -2920806.250000 Penalty: 5146.103516
	Iteration 17Q: 3 clusters Score -2920806 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -2921618.000000 Penalty: 5146.103516
	Iteration 18Q: 3 clusters Score -2921618 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -2922353.750000 Penalty: 5146.103516
	Iteration 19Q: 3 clusters Score -2922354 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -2922972.750000 Penalty: 5146.103516
	Iteration 20F: 3 clusters Score -2922973 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -2923448.500000 Penalty: 5146.103516
	Iteration 21Q: 3 clusters Score -2923448 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -2923801.000000 Penalty: 5146.103516
	Iteration 22Q: 3 clusters Score -2923801 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -2924067.000000 Penalty: 5146.103516
	Iteration 23Q: 3 clusters Score -2924067 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -2924253.500000 Penalty: 5146.103516
	Iteration 24Q: 3 clusters Score -2924254 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -2924366.750000 Penalty: 5146.103516
	Iteration 25Q: 3 clusters Score -2924367 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -2924441.750000 Penalty: 5146.103516
	Iteration 26Q: 3 clusters Score -2924442 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -2924519.250000 Penalty: 5146.103516
	Iteration 27Q: 3 clusters Score -2924519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -2924553.000000 Penalty: 5146.103516
	Iteration 28Q: 3 clusters Score -2924553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -2924571.500000 Penalty: 5146.103516
	Iteration 29Q: 3 clusters Score -2924572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -2924601.000000 Penalty: 5146.103516
	Iteration 30Q: 3 clusters Score -2924601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -2924620.250000 Penalty: 5146.103516
	Iteration 31Q: 3 clusters Score -2924620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -2924646.750000 Penalty: 5146.103516
	Iteration 32Q: 3 clusters Score -2924647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -2924665.500000 Penalty: 5146.103516
	Iteration 33Q: 3 clusters Score -2924666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -2924682.750000 Penalty: 5146.103516
	Iteration 34Q: 3 clusters Score -2924683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -2924686.000000 Penalty: 5146.103516
	Iteration 35Q: 3 clusters Score -2924686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -2924698.500000 Penalty: 5146.103516
	Iteration 36Q: 3 clusters Score -2924698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -2924701.250000 Penalty: 5146.103516
	Iteration 37Q: 3 clusters Score -2924701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -2924713.750000 Penalty: 5146.103516
	Iteration 38Q: 3 clusters Score -2924714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -2924713.000000 Penalty: 5146.103516
	Iteration 39Q: 3 clusters Score -2924713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -2924715.250000 Penalty: 5146.103516
	Iteration 40F: 3 clusters Score -2924715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -2924723.750000 Penalty: 5146.103516
	Iteration 41Q: 3 clusters Score -2924724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -2924724.500000 Penalty: 5146.103516
	Iteration 42Q: 3 clusters Score -2924724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -2924727.250000 Penalty: 5146.103516
	Iteration 43Q: 3 clusters Score -2924727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -2924730.250000 Penalty: 5146.103516
	Iteration 44Q: 3 clusters Score -2924730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -2924729.500000 Penalty: 5146.103516
	Iteration 45Q: 3 clusters Score -2924730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -2924732.000000 Penalty: 5146.103516
	Iteration 46Q: 3 clusters Score -2924732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -2924734.250000 Penalty: 5146.103516
	Iteration 47Q: 3 clusters Score -2924734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -2924734.000000 Penalty: 5146.103516
	Iteration 48Q: 3 clusters Score -2924734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -2924733.500000 Penalty: 5146.103516
	Iteration 49Q: 3 clusters Score -2924734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -2924735.000000 Penalty: 5146.103516
	Iteration 50Q: 3 clusters Score -2924735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -2924737.500000 Penalty: 5146.103516
	Iteration 51Q: 3 clusters Score -2924738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -2924737.250000 Penalty: 5146.103516
	Iteration 52Q: 3 clusters Score -2924737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -2924737.750000 Penalty: 5146.103516
	Iteration 53Q: 3 clusters Score -2924738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -2924744.500000 Penalty: 5146.103516
	Iteration 54Q: 3 clusters Score -2924744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -2924745.500000 Penalty: 5146.103516
	Iteration 55Q: 3 clusters Score -2924746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -2924747.750000 Penalty: 5146.103516
	Iteration 56Q: 3 clusters Score -2924748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -2924747.250000 Penalty: 5146.103516
	Iteration 57Q: 3 clusters Score -2924747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -2924750.250000 Penalty: 5146.103516
	Iteration 58Q: 3 clusters Score -2924750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -2924749.000000 Penalty: 5146.103516
	Iteration 59Q: 3 clusters Score -2924749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -2924751.750000 Penalty: 5146.103516
	Iteration 60F: 3 clusters Score -2924752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -2924751.500000 Penalty: 5146.103516
	Iteration 61Q: 3 clusters Score -2924752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -2924751.500000 Penalty: 5146.103516
	Iteration 62Q: 3 clusters Score -2924752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -2924755.750000 Penalty: 5146.103516
	Iteration 63Q: 3 clusters Score -2924756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -2924758.500000 Penalty: 5146.103516
	Iteration 64Q: 3 clusters Score -2924758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -2924757.500000 Penalty: 5146.103516
	Iteration 65Q: 3 clusters Score -2924758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -2924757.500000 Penalty: 5146.103516
	Iteration 66F: 3 clusters Score -2924758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Entering Unmasked Estep 
Score: -547707.437500 Penalty: 2171.501221
	Iteration 0F: 2 clusters Score -547707.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -542389.937500 Penalty: 4343.002441
	Iteration 0F: 3 clusters Score -542389.9 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -544024.937500 Penalty: 4343.002441
	Iteration 1F: 3 clusters Score -544024.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -544663.562500 Penalty: 4343.002441
	Iteration 2F: 3 clusters Score -544663.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -545217.625000 Penalty: 4343.002441
	Iteration 3F: 3 clusters Score -545217.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -545682.937500 Penalty: 4343.002441
	Iteration 4F: 3 clusters Score -545682.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -546103.625000 Penalty: 4343.002441
	Iteration 5F: 3 clusters Score -546103.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -546393.187500 Penalty: 4343.002441
	Iteration 6F: 3 clusters Score -546393.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -546589.312500 Penalty: 4343.002441
	Iteration 7Q: 3 clusters Score -546589.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -546722.062500 Penalty: 4343.002441
	Iteration 8Q: 3 clusters Score -546722.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -546815.500000 Penalty: 4343.002441
	Iteration 9Q: 3 clusters Score -546815.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -546892.437500 Penalty: 4343.002441
	Iteration 10Q: 3 clusters Score -546892.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -546956.375000 Penalty: 4343.002441
	Iteration 11Q: 3 clusters Score -546956.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -546999.375000 Penalty: 4343.002441
	Iteration 12Q: 3 clusters Score -546999.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -547029.312500 Penalty: 4343.002441
	Iteration 13Q: 3 clusters Score -547029.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -547056.625000 Penalty: 4343.002441
	Iteration 14Q: 3 clusters Score -547056.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -547075.687500 Penalty: 4343.002441
	Iteration 15Q: 3 clusters Score -547075.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -547090.437500 Penalty: 4343.002441
	Iteration 16Q: 3 clusters Score -547090.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -547102.750000 Penalty: 4343.002441
	Iteration 17Q: 3 clusters Score -547102.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -547111.062500 Penalty: 4343.002441
	Iteration 18Q: 3 clusters Score -547111.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -547118.937500 Penalty: 4343.002441
	Iteration 19Q: 3 clusters Score -547118.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -547129.187500 Penalty: 4343.002441
	Iteration 20F: 3 clusters Score -547129.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -547139.000000 Penalty: 4343.002441
	Iteration 21Q: 3 clusters Score -547139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -547151.750000 Penalty: 4343.002441
	Iteration 22Q: 3 clusters Score -547151.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -547164.250000 Penalty: 4343.002441
	Iteration 23Q: 3 clusters Score -547164.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -547174.062500 Penalty: 4343.002441
	Iteration 24Q: 3 clusters Score -547174.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -547180.000000 Penalty: 4343.002441
	Iteration 25Q: 3 clusters Score -547180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -547187.062500 Penalty: 4343.002441
	Iteration 26Q: 3 clusters Score -547187.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -547191.750000 Penalty: 4343.002441
	Iteration 27Q: 3 clusters Score -547191.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -547195.625000 Penalty: 4343.002441
	Iteration 28Q: 3 clusters Score -547195.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -547201.062500 Penalty: 4343.002441
	Iteration 29Q: 3 clusters Score -547201.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -547205.250000 Penalty: 4343.002441
	Iteration 30Q: 3 clusters Score -547205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -547209.000000 Penalty: 4343.002441
	Iteration 31Q: 3 clusters Score -547209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -547212.312500 Penalty: 4343.002441
	Iteration 32Q: 3 clusters Score -547212.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -547216.312500 Penalty: 4343.002441
	Iteration 33Q: 3 clusters Score -547216.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -547223.312500 Penalty: 4343.002441
	Iteration 34Q: 3 clusters Score -547223.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -547228.000000 Penalty: 4343.002441
	Iteration 35Q: 3 clusters Score -547228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -547232.062500 Penalty: 4343.002441
	Iteration 36Q: 3 clusters Score -547232.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -547235.625000 Penalty: 4343.002441
	Iteration 37Q: 3 clusters Score -547235.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -547236.250000 Penalty: 4343.002441
	Iteration 38Q: 3 clusters Score -547236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -547236.000000 Penalty: 4343.002441
	Iteration 39Q: 3 clusters Score -547236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -547236.000000 Penalty: 4343.002441
	Iteration 40F: 3 clusters Score -547236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Entering Unmasked Estep 
Score: -1766397.750000 Penalty: 2432.089111
	Iteration 0F: 2 clusters Score -1766398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1753403.625000 Penalty: 4864.178223
	Iteration 0F: 3 clusters Score -1753404 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1757743.625000 Penalty: 4864.178223
	Iteration 1F: 3 clusters Score -1757744 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1758312.625000 Penalty: 4864.178223
	Iteration 2F: 3 clusters Score -1758313 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1758928.875000 Penalty: 4864.178223
	Iteration 3F: 3 clusters Score -1758929 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1759694.750000 Penalty: 4864.178223
	Iteration 4F: 3 clusters Score -1759695 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1760594.375000 Penalty: 4864.178223
	Iteration 5F: 3 clusters Score -1760594 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1761603.625000 Penalty: 4864.178223
	Iteration 6F: 3 clusters Score -1761604 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1762373.375000 Penalty: 4864.178223
	Iteration 7F: 3 clusters Score -1762373 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1762865.625000 Penalty: 4864.178223
	Iteration 8Q: 3 clusters Score -1762866 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1763203.125000 Penalty: 4864.178223
	Iteration 9Q: 3 clusters Score -1763203 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1763444.875000 Penalty: 4864.178223
	Iteration 10Q: 3 clusters Score -1763445 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1763644.750000 Penalty: 4864.178223
	Iteration 11Q: 3 clusters Score -1763645 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1763779.500000 Penalty: 4864.178223
	Iteration 12Q: 3 clusters Score -1763780 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1763895.000000 Penalty: 4864.178223
	Iteration 13Q: 3 clusters Score -1763895 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1763963.375000 Penalty: 4864.178223
	Iteration 14Q: 3 clusters Score -1763963 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1764009.375000 Penalty: 4864.178223
	Iteration 15Q: 3 clusters Score -1764009 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1764060.625000 Penalty: 4864.178223
	Iteration 16Q: 3 clusters Score -1764061 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1764093.375000 Penalty: 4864.178223
	Iteration 17Q: 3 clusters Score -1764093 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1764130.000000 Penalty: 4864.178223
	Iteration 18Q: 3 clusters Score -1764130 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1764164.250000 Penalty: 4864.178223
	Iteration 19Q: 3 clusters Score -1764164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1764180.875000 Penalty: 4864.178223
	Iteration 20F: 3 clusters Score -1764181 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1764188.750000 Penalty: 4864.178223
	Iteration 21Q: 3 clusters Score -1764189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1764204.500000 Penalty: 4864.178223
	Iteration 22Q: 3 clusters Score -1764204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1764217.125000 Penalty: 4864.178223
	Iteration 23Q: 3 clusters Score -1764217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1764232.000000 Penalty: 4864.178223
	Iteration 24Q: 3 clusters Score -1764232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1764238.750000 Penalty: 4864.178223
	Iteration 25Q: 3 clusters Score -1764239 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1764256.625000 Penalty: 4864.178223
	Iteration 26Q: 3 clusters Score -1764257 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1764255.250000 Penalty: 4864.178223
	Iteration 27Q: 3 clusters Score -1764255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1764252.750000 Penalty: 4864.178223
	Iteration 28Q: 3 clusters Score -1764253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1764259.750000 Penalty: 4864.178223
	Iteration 29Q: 3 clusters Score -1764260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1764266.125000 Penalty: 4864.178223
	Iteration 30Q: 3 clusters Score -1764266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1764269.375000 Penalty: 4864.178223
	Iteration 31Q: 3 clusters Score -1764269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1764276.125000 Penalty: 4864.178223
	Iteration 32Q: 3 clusters Score -1764276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1764284.625000 Penalty: 4864.178223
	Iteration 33Q: 3 clusters Score -1764285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1764297.875000 Penalty: 4864.178223
	Iteration 34Q: 3 clusters Score -1764298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1764299.000000 Penalty: 4864.178223
	Iteration 35Q: 3 clusters Score -1764299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1764305.750000 Penalty: 4864.178223
	Iteration 36Q: 3 clusters Score -1764306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1764309.625000 Penalty: 4864.178223
	Iteration 37Q: 3 clusters Score -1764310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1764318.250000 Penalty: 4864.178223
	Iteration 38Q: 3 clusters Score -1764318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1764321.125000 Penalty: 4864.178223
	Iteration 39Q: 3 clusters Score -1764321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1764326.875000 Penalty: 4864.178223
	Iteration 40F: 3 clusters Score -1764327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1764335.625000 Penalty: 4864.178223
	Iteration 41Q: 3 clusters Score -1764336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1764345.625000 Penalty: 4864.178223
	Iteration 42Q: 3 clusters Score -1764346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1764347.250000 Penalty: 4864.178223
	Iteration 43Q: 3 clusters Score -1764347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1764350.875000 Penalty: 4864.178223
	Iteration 44Q: 3 clusters Score -1764351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1764356.750000 Penalty: 4864.178223
	Iteration 45Q: 3 clusters Score -1764357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1764366.375000 Penalty: 4864.178223
	Iteration 46Q: 3 clusters Score -1764366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1764368.000000 Penalty: 4864.178223
	Iteration 47Q: 3 clusters Score -1764368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1764376.375000 Penalty: 4864.178223
	Iteration 48Q: 3 clusters Score -1764376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1764377.000000 Penalty: 4864.178223
	Iteration 49Q: 3 clusters Score -1764377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1764383.625000 Penalty: 4864.178223
	Iteration 50Q: 3 clusters Score -1764384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1764389.125000 Penalty: 4864.178223
	Iteration 51Q: 3 clusters Score -1764389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1764388.625000 Penalty: 4864.178223
	Iteration 52Q: 3 clusters Score -1764389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1764391.625000 Penalty: 4864.178223
	Iteration 53Q: 3 clusters Score -1764392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1764399.875000 Penalty: 4864.178223
	Iteration 54Q: 3 clusters Score -1764400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1764399.000000 Penalty: 4864.178223
	Iteration 55Q: 3 clusters Score -1764399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1764407.625000 Penalty: 4864.178223
	Iteration 56Q: 3 clusters Score -1764408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1764415.625000 Penalty: 4864.178223
	Iteration 57Q: 3 clusters Score -1764416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1764421.250000 Penalty: 4864.178223
	Iteration 58Q: 3 clusters Score -1764421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1764429.375000 Penalty: 4864.178223
	Iteration 59Q: 3 clusters Score -1764429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1764439.375000 Penalty: 4864.178223
	Iteration 60F: 3 clusters Score -1764439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1764441.250000 Penalty: 4864.178223
	Iteration 61Q: 3 clusters Score -1764441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1764449.875000 Penalty: 4864.178223
	Iteration 62Q: 3 clusters Score -1764450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1764457.250000 Penalty: 4864.178223
	Iteration 63Q: 3 clusters Score -1764457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1764464.375000 Penalty: 4864.178223
	Iteration 64Q: 3 clusters Score -1764464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1764459.750000 Penalty: 4864.178223
	Iteration 65Q: 3 clusters Score -1764460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1764467.375000 Penalty: 4864.178223
	Iteration 66Q: 3 clusters Score -1764467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1764474.000000 Penalty: 4864.178223
	Iteration 67Q: 3 clusters Score -1764474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1764481.875000 Penalty: 4864.178223
	Iteration 68Q: 3 clusters Score -1764482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1764488.500000 Penalty: 4864.178223
	Iteration 69Q: 3 clusters Score -1764488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1764493.125000 Penalty: 4864.178223
	Iteration 70Q: 3 clusters Score -1764493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1764500.875000 Penalty: 4864.178223
	Iteration 71Q: 3 clusters Score -1764501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1764505.500000 Penalty: 4864.178223
	Iteration 72Q: 3 clusters Score -1764506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1764511.000000 Penalty: 4864.178223
	Iteration 73Q: 3 clusters Score -1764511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1764511.000000 Penalty: 4864.178223
	Iteration 74Q: 3 clusters Score -1764511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1764511.375000 Penalty: 4864.178223
	Iteration 75Q: 3 clusters Score -1764511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1764517.125000 Penalty: 4864.178223
	Iteration 76Q: 3 clusters Score -1764517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1764522.125000 Penalty: 4864.178223
	Iteration 77Q: 3 clusters Score -1764522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1764529.250000 Penalty: 4864.178223
	Iteration 78Q: 3 clusters Score -1764529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1764533.875000 Penalty: 4864.178223
	Iteration 79Q: 3 clusters Score -1764534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1764537.125000 Penalty: 4864.178223
	Iteration 80F: 3 clusters Score -1764537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1764543.625000 Penalty: 4864.178223
	Iteration 81Q: 3 clusters Score -1764544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1764548.375000 Penalty: 4864.178223
	Iteration 82Q: 3 clusters Score -1764548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1764547.000000 Penalty: 4864.178223
	Iteration 83Q: 3 clusters Score -1764547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1764552.000000 Penalty: 4864.178223
	Iteration 84Q: 3 clusters Score -1764552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1764553.500000 Penalty: 4864.178223
	Iteration 85Q: 3 clusters Score -1764554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1764556.125000 Penalty: 4864.178223
	Iteration 86Q: 3 clusters Score -1764556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1764556.750000 Penalty: 4864.178223
	Iteration 87Q: 3 clusters Score -1764557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1764558.250000 Penalty: 4864.178223
	Iteration 88Q: 3 clusters Score -1764558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1764560.500000 Penalty: 4864.178223
	Iteration 89Q: 3 clusters Score -1764560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1764565.500000 Penalty: 4864.178223
	Iteration 90Q: 3 clusters Score -1764566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1764569.875000 Penalty: 4864.178223
	Iteration 91Q: 3 clusters Score -1764570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -1764569.625000 Penalty: 4864.178223
	Iteration 92Q: 3 clusters Score -1764570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1764568.000000 Penalty: 4864.178223
	Iteration 93Q: 3 clusters Score -1764568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1764568.750000 Penalty: 4864.178223
	Iteration 94Q: 3 clusters Score -1764569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1764569.375000 Penalty: 4864.178223
	Iteration 95Q: 3 clusters Score -1764569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1764569.125000 Penalty: 4864.178223
	Iteration 96Q: 3 clusters Score -1764569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1764576.125000 Penalty: 4864.178223
	Iteration 97Q: 3 clusters Score -1764576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1764574.750000 Penalty: 4864.178223
	Iteration 98Q: 3 clusters Score -1764575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1764576.375000 Penalty: 4864.178223
	Iteration 99Q: 3 clusters Score -1764576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1764579.500000 Penalty: 4864.178223
	Iteration 100F: 3 clusters Score -1764580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1764579.250000 Penalty: 4864.178223
	Iteration 101Q: 3 clusters Score -1764579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1764579.625000 Penalty: 4864.178223
	Iteration 102Q: 3 clusters Score -1764580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1764579.750000 Penalty: 4864.178223
	Iteration 103Q: 3 clusters Score -1764580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1764579.750000 Penalty: 4864.178223
	Iteration 104F: 3 clusters Score -1764580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (127029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127029 members 
Entering Unmasked Estep 
Score: -12939225.000000 Penalty: 2914.538330
	Iteration 0F: 2 clusters Score -1.293922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63673 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -12854149.000000 Penalty: 5829.076660
	Iteration 0F: 3 clusters Score -1.285415e+07 nChanged 60432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -12889407.000000 Penalty: 5829.076660
	Iteration 1F: 3 clusters Score -1.288941e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -12890536.000000 Penalty: 5829.076660
	Iteration 2Q: 3 clusters Score -1.289054e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -12891544.000000 Penalty: 5829.076660
	Iteration 3Q: 3 clusters Score -1.289154e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -12892710.000000 Penalty: 5829.076660
	Iteration 4Q: 3 clusters Score -1.289271e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74823 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -12894683.000000 Penalty: 5829.076660
	Iteration 5Q: 3 clusters Score -1.289468e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -12897779.000000 Penalty: 5829.076660
	Iteration 6Q: 3 clusters Score -1.289778e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86953 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -12902527.000000 Penalty: 5829.076660
	Iteration 7F: 3 clusters Score -1.290253e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95602 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -12909437.000000 Penalty: 5829.076660
	Iteration 8F: 3 clusters Score -1.290944e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105005 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -12917725.000000 Penalty: 5829.076660
	Iteration 9F: 3 clusters Score -1.291772e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113443 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -12925420.000000 Penalty: 5829.076660
	Iteration 10F: 3 clusters Score -1.292542e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119501 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -12930874.000000 Penalty: 5829.076660
	Iteration 11Q: 3 clusters Score -1.293087e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123046 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -12933827.000000 Penalty: 5829.076660
	Iteration 12Q: 3 clusters Score -1.293383e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124907 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -12935312.000000 Penalty: 5829.076660
	Iteration 13Q: 3 clusters Score -1.293531e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125771 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -12936000.000000 Penalty: 5829.076660
	Iteration 14Q: 3 clusters Score -1.2936e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126175 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -12936335.000000 Penalty: 5829.076660
	Iteration 15Q: 3 clusters Score -1.293634e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126349 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -12936494.000000 Penalty: 5829.076660
	Iteration 16Q: 3 clusters Score -1.293649e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126444 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -12936586.000000 Penalty: 5829.076660
	Iteration 17Q: 3 clusters Score -1.293659e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126510 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12936648.000000 Penalty: 5829.076660
	Iteration 18Q: 3 clusters Score -1.293665e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126540 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -12936649.000000 Penalty: 5829.076660
	Iteration 19Q: 3 clusters Score -1.293665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126561 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12936657.000000 Penalty: 5829.076660
	Iteration 20F: 3 clusters Score -1.293666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126569 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -12936681.000000 Penalty: 5829.076660
	Iteration 21Q: 3 clusters Score -1.293668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126576 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12936693.000000 Penalty: 5829.076660
	Iteration 22Q: 3 clusters Score -1.293669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126582 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12936709.000000 Penalty: 5829.076660
	Iteration 23Q: 3 clusters Score -1.293671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126588 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -12936731.000000 Penalty: 5829.076660
	Iteration 24Q: 3 clusters Score -1.293673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126597 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -12936722.000000 Penalty: 5829.076660
	Iteration 25Q: 3 clusters Score -1.293672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126602 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12936737.000000 Penalty: 5829.076660
	Iteration 26Q: 3 clusters Score -1.293674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126607 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12936736.000000 Penalty: 5829.076660
	Iteration 27Q: 3 clusters Score -1.293674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126611 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12936741.000000 Penalty: 5829.076660
	Iteration 28Q: 3 clusters Score -1.293674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126617 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -12936741.000000 Penalty: 5829.076660
	Iteration 29Q: 3 clusters Score -1.293674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126620 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -12936747.000000 Penalty: 5829.076660
	Iteration 30Q: 3 clusters Score -1.293675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126624 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -12936748.000000 Penalty: 5829.076660
	Iteration 31Q: 3 clusters Score -1.293675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126627 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -12936746.000000 Penalty: 5829.076660
	Iteration 32Q: 3 clusters Score -1.293675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126629 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -12936756.000000 Penalty: 5829.076660
	Iteration 33Q: 3 clusters Score -1.293676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126630 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12936767.000000 Penalty: 5829.076660
	Iteration 34Q: 3 clusters Score -1.293677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126632 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12936769.000000 Penalty: 5829.076660
	Iteration 35Q: 3 clusters Score -1.293677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126632 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12936769.000000 Penalty: 5829.076660
	Iteration 36F: 3 clusters Score -1.293677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Entering Unmasked Estep 
Score: -1669423.875000 Penalty: 2408.371582
	Iteration 0F: 2 clusters Score -1669424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1657530.625000 Penalty: 4816.743164
	Iteration 0F: 3 clusters Score -1657531 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1661327.625000 Penalty: 4816.743164
	Iteration 1F: 3 clusters Score -1661328 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1661712.000000 Penalty: 4816.743164
	Iteration 2F: 3 clusters Score -1661712 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1662049.750000 Penalty: 4816.743164
	Iteration 3Q: 3 clusters Score -1662050 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1662322.250000 Penalty: 4816.743164
	Iteration 4Q: 3 clusters Score -1662322 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1662574.250000 Penalty: 4816.743164
	Iteration 5Q: 3 clusters Score -1662574 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1662804.500000 Penalty: 4816.743164
	Iteration 6Q: 3 clusters Score -1662804 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1663018.375000 Penalty: 4816.743164
	Iteration 7Q: 3 clusters Score -1663018 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1663253.750000 Penalty: 4816.743164
	Iteration 8Q: 3 clusters Score -1663254 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1663523.500000 Penalty: 4816.743164
	Iteration 9Q: 3 clusters Score -1663524 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1663870.625000 Penalty: 4816.743164
	Iteration 10Q: 3 clusters Score -1663871 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1664260.250000 Penalty: 4816.743164
	Iteration 11Q: 3 clusters Score -1664260 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1664598.375000 Penalty: 4816.743164
	Iteration 12Q: 3 clusters Score -1664598 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1664895.750000 Penalty: 4816.743164
	Iteration 13Q: 3 clusters Score -1664896 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1665149.000000 Penalty: 4816.743164
	Iteration 14Q: 3 clusters Score -1665149 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1665370.250000 Penalty: 4816.743164
	Iteration 15Q: 3 clusters Score -1665370 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1665551.250000 Penalty: 4816.743164
	Iteration 16Q: 3 clusters Score -1665551 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1665720.000000 Penalty: 4816.743164
	Iteration 17Q: 3 clusters Score -1665720 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1665870.250000 Penalty: 4816.743164
	Iteration 18Q: 3 clusters Score -1665870 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1666005.000000 Penalty: 4816.743164
	Iteration 19Q: 3 clusters Score -1666005 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1666107.250000 Penalty: 4816.743164
	Iteration 20F: 3 clusters Score -1666107 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1666206.375000 Penalty: 4816.743164
	Iteration 21Q: 3 clusters Score -1666206 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1666297.875000 Penalty: 4816.743164
	Iteration 22Q: 3 clusters Score -1666298 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1666401.875000 Penalty: 4816.743164
	Iteration 23Q: 3 clusters Score -1666402 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1666502.625000 Penalty: 4816.743164
	Iteration 24Q: 3 clusters Score -1666503 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1666588.625000 Penalty: 4816.743164
	Iteration 25Q: 3 clusters Score -1666589 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1666672.750000 Penalty: 4816.743164
	Iteration 26Q: 3 clusters Score -1666673 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1666756.750000 Penalty: 4816.743164
	Iteration 27Q: 3 clusters Score -1666757 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1666832.375000 Penalty: 4816.743164
	Iteration 28Q: 3 clusters Score -1666832 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1666908.000000 Penalty: 4816.743164
	Iteration 29Q: 3 clusters Score -1666908 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1666970.875000 Penalty: 4816.743164
	Iteration 30Q: 3 clusters Score -1666971 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1667024.500000 Penalty: 4816.743164
	Iteration 31Q: 3 clusters Score -1667024 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1667063.500000 Penalty: 4816.743164
	Iteration 32Q: 3 clusters Score -1667064 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1667102.125000 Penalty: 4816.743164
	Iteration 33Q: 3 clusters Score -1667102 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1667131.125000 Penalty: 4816.743164
	Iteration 34Q: 3 clusters Score -1667131 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1667156.250000 Penalty: 4816.743164
	Iteration 35Q: 3 clusters Score -1667156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1667184.500000 Penalty: 4816.743164
	Iteration 36Q: 3 clusters Score -1667184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1667206.750000 Penalty: 4816.743164
	Iteration 37Q: 3 clusters Score -1667207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1667223.875000 Penalty: 4816.743164
	Iteration 38Q: 3 clusters Score -1667224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1667247.000000 Penalty: 4816.743164
	Iteration 39Q: 3 clusters Score -1667247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1667269.250000 Penalty: 4816.743164
	Iteration 40F: 3 clusters Score -1667269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1667289.125000 Penalty: 4816.743164
	Iteration 41Q: 3 clusters Score -1667289 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1667306.875000 Penalty: 4816.743164
	Iteration 42Q: 3 clusters Score -1667307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1667320.000000 Penalty: 4816.743164
	Iteration 43Q: 3 clusters Score -1667320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1667328.625000 Penalty: 4816.743164
	Iteration 44Q: 3 clusters Score -1667329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1667339.375000 Penalty: 4816.743164
	Iteration 45Q: 3 clusters Score -1667339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1667346.000000 Penalty: 4816.743164
	Iteration 46Q: 3 clusters Score -1667346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1667356.750000 Penalty: 4816.743164
	Iteration 47Q: 3 clusters Score -1667357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1667362.375000 Penalty: 4816.743164
	Iteration 48Q: 3 clusters Score -1667362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1667364.000000 Penalty: 4816.743164
	Iteration 49Q: 3 clusters Score -1667364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1667364.750000 Penalty: 4816.743164
	Iteration 50Q: 3 clusters Score -1667365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1667376.625000 Penalty: 4816.743164
	Iteration 51Q: 3 clusters Score -1667377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1667381.625000 Penalty: 4816.743164
	Iteration 52Q: 3 clusters Score -1667382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1667386.125000 Penalty: 4816.743164
	Iteration 53Q: 3 clusters Score -1667386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1667394.375000 Penalty: 4816.743164
	Iteration 54Q: 3 clusters Score -1667394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1667397.000000 Penalty: 4816.743164
	Iteration 55Q: 3 clusters Score -1667397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1667400.125000 Penalty: 4816.743164
	Iteration 56Q: 3 clusters Score -1667400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1667402.625000 Penalty: 4816.743164
	Iteration 57Q: 3 clusters Score -1667403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1667407.625000 Penalty: 4816.743164
	Iteration 58Q: 3 clusters Score -1667408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1667413.125000 Penalty: 4816.743164
	Iteration 59Q: 3 clusters Score -1667413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1667414.000000 Penalty: 4816.743164
	Iteration 60F: 3 clusters Score -1667414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1667418.500000 Penalty: 4816.743164
	Iteration 61Q: 3 clusters Score -1667418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1667420.375000 Penalty: 4816.743164
	Iteration 62Q: 3 clusters Score -1667420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1667421.750000 Penalty: 4816.743164
	Iteration 63Q: 3 clusters Score -1667422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1667419.625000 Penalty: 4816.743164
	Iteration 64Q: 3 clusters Score -1667420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1667421.500000 Penalty: 4816.743164
	Iteration 65Q: 3 clusters Score -1667422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1667421.750000 Penalty: 4816.743164
	Iteration 66Q: 3 clusters Score -1667422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1667421.000000 Penalty: 4816.743164
	Iteration 67Q: 3 clusters Score -1667421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1667421.375000 Penalty: 4816.743164
	Iteration 68Q: 3 clusters Score -1667421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1667422.875000 Penalty: 4816.743164
	Iteration 69Q: 3 clusters Score -1667423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1667422.125000 Penalty: 4816.743164
	Iteration 70Q: 3 clusters Score -1667422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1667422.125000 Penalty: 4816.743164
	Iteration 71F: 3 clusters Score -1667422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (333728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333728 members 
Entering Unmasked Estep 
Score: -33366100.000000 Penalty: 3154.084229
	Iteration 0F: 2 clusters Score -3.33661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166883 members 
Mstep: Class 2 contains 166845 members 
Entering Unmasked Estep 
Score: -33147228.000000 Penalty: 6308.168457
	Iteration 0F: 3 clusters Score -3.314723e+07 nChanged 162058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169761 members 
Mstep: Class 2 contains 163967 members 
Entering Unmasked Estep 
Score: -33243030.000000 Penalty: 6308.168457
	Iteration 1F: 3 clusters Score -3.324303e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171585 members 
Mstep: Class 2 contains 162143 members 
Entering Unmasked Estep 
Score: -33244608.000000 Penalty: 6308.168457
	Iteration 2Q: 3 clusters Score -3.324461e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174400 members 
Mstep: Class 2 contains 159328 members 
Entering Unmasked Estep 
Score: -33246758.000000 Penalty: 6308.168457
	Iteration 3Q: 3 clusters Score -3.324676e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178880 members 
Mstep: Class 2 contains 154848 members 
Entering Unmasked Estep 
Score: -33250370.000000 Penalty: 6308.168457
	Iteration 4Q: 3 clusters Score -3.325037e+07 nChanged 14095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185523 members 
Mstep: Class 2 contains 148205 members 
Entering Unmasked Estep 
Score: -33254656.000000 Penalty: 6308.168457
	Iteration 5Q: 3 clusters Score -3.325466e+07 nChanged 16721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194566 members 
Mstep: Class 2 contains 139162 members 
Entering Unmasked Estep 
Score: -33261402.000000 Penalty: 6308.168457
	Iteration 6F: 3 clusters Score -3.32614e+07 nChanged 18995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205667 members 
Mstep: Class 2 contains 128061 members 
Entering Unmasked Estep 
Score: -33270478.000000 Penalty: 6308.168457
	Iteration 7F: 3 clusters Score -3.327048e+07 nChanged 20079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218120 members 
Mstep: Class 2 contains 115608 members 
Entering Unmasked Estep 
Score: -33280426.000000 Penalty: 6308.168457
	Iteration 8F: 3 clusters Score -3.328043e+07 nChanged 19240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230672 members 
Mstep: Class 2 contains 103056 members 
Entering Unmasked Estep 
Score: -33290730.000000 Penalty: 6308.168457
	Iteration 9F: 3 clusters Score -3.329073e+07 nChanged 17052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241948 members 
Mstep: Class 2 contains 91780 members 
Entering Unmasked Estep 
Score: -33300378.000000 Penalty: 6308.168457
	Iteration 10F: 3 clusters Score -3.330038e+07 nChanged 14624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251122 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -33310518.000000 Penalty: 6308.168457
	Iteration 11Q: 3 clusters Score -3.331052e+07 nChanged 12639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257891 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
Score: -33319608.000000 Penalty: 6308.168457
	Iteration 12Q: 3 clusters Score -3.331961e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262431 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -33325854.000000 Penalty: 6308.168457
	Iteration 13Q: 3 clusters Score -3.332585e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266001 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -33328838.000000 Penalty: 6308.168457
	Iteration 14Q: 3 clusters Score -3.332884e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269501 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -33330752.000000 Penalty: 6308.168457
	Iteration 15Q: 3 clusters Score -3.333075e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272981 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -33332278.000000 Penalty: 6308.168457
	Iteration 16Q: 3 clusters Score -3.333228e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276427 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -33333894.000000 Penalty: 6308.168457
	Iteration 17Q: 3 clusters Score -3.333389e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279817 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -33335192.000000 Penalty: 6308.168457
	Iteration 18Q: 3 clusters Score -3.333519e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283157 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -33336486.000000 Penalty: 6308.168457
	Iteration 19Q: 3 clusters Score -3.333649e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286528 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -33338018.000000 Penalty: 6308.168457
	Iteration 20F: 3 clusters Score -3.333802e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289979 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -33339628.000000 Penalty: 6308.168457
	Iteration 21Q: 3 clusters Score -3.333963e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293315 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -33341318.000000 Penalty: 6308.168457
	Iteration 22Q: 3 clusters Score -3.334132e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296620 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -33343068.000000 Penalty: 6308.168457
	Iteration 23Q: 3 clusters Score -3.334307e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299854 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -33344966.000000 Penalty: 6308.168457
	Iteration 24Q: 3 clusters Score -3.334497e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302987 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -33346634.000000 Penalty: 6308.168457
	Iteration 25Q: 3 clusters Score -3.334663e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306010 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -33348372.000000 Penalty: 6308.168457
	Iteration 26Q: 3 clusters Score -3.334837e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308869 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -33349942.000000 Penalty: 6308.168457
	Iteration 27Q: 3 clusters Score -3.334994e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311561 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -33351592.000000 Penalty: 6308.168457
	Iteration 28Q: 3 clusters Score -3.335159e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314113 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -33352974.000000 Penalty: 6308.168457
	Iteration 29Q: 3 clusters Score -3.335297e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316441 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -33354502.000000 Penalty: 6308.168457
	Iteration 30Q: 3 clusters Score -3.33545e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318542 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -33356172.000000 Penalty: 6308.168457
	Iteration 31Q: 3 clusters Score -3.335617e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320463 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -33357846.000000 Penalty: 6308.168457
	Iteration 32Q: 3 clusters Score -3.335785e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322229 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -33359292.000000 Penalty: 6308.168457
	Iteration 33Q: 3 clusters Score -3.335929e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323792 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -33360408.000000 Penalty: 6308.168457
	Iteration 34Q: 3 clusters Score -3.336041e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325195 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -33361232.000000 Penalty: 6308.168457
	Iteration 35Q: 3 clusters Score -3.336123e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326372 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -33361818.000000 Penalty: 6308.168457
	Iteration 36Q: 3 clusters Score -3.336182e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327296 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -33362200.000000 Penalty: 6308.168457
	Iteration 37Q: 3 clusters Score -3.33622e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328078 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -33362542.000000 Penalty: 6308.168457
	Iteration 38Q: 3 clusters Score -3.336254e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328720 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -33362912.000000 Penalty: 6308.168457
	Iteration 39Q: 3 clusters Score -3.336291e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329239 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -33363040.000000 Penalty: 6308.168457
	Iteration 40F: 3 clusters Score -3.336304e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329672 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -33363218.000000 Penalty: 6308.168457
	Iteration 41Q: 3 clusters Score -3.336322e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330023 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -33363210.000000 Penalty: 6308.168457
	Iteration 42Q: 3 clusters Score -3.336321e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330321 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -33363354.000000 Penalty: 6308.168457
	Iteration 43Q: 3 clusters Score -3.336335e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330617 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -33363438.000000 Penalty: 6308.168457
	Iteration 44Q: 3 clusters Score -3.336344e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330885 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -33363608.000000 Penalty: 6308.168457
	Iteration 45Q: 3 clusters Score -3.336361e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331105 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -33363738.000000 Penalty: 6308.168457
	Iteration 46Q: 3 clusters Score -3.336374e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331274 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -33363798.000000 Penalty: 6308.168457
	Iteration 47Q: 3 clusters Score -3.33638e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331417 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -33363846.000000 Penalty: 6308.168457
	Iteration 48Q: 3 clusters Score -3.336385e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331546 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -33363860.000000 Penalty: 6308.168457
	Iteration 49Q: 3 clusters Score -3.336386e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331643 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -33363834.000000 Penalty: 6308.168457
	Iteration 50Q: 3 clusters Score -3.336383e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331727 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -33363806.000000 Penalty: 6308.168457
	Iteration 51Q: 3 clusters Score -3.336381e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331792 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -33363832.000000 Penalty: 6308.168457
	Iteration 52Q: 3 clusters Score -3.336383e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331851 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -33363784.000000 Penalty: 6308.168457
	Iteration 53Q: 3 clusters Score -3.336378e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331913 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -33363774.000000 Penalty: 6308.168457
	Iteration 54Q: 3 clusters Score -3.336377e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331964 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -33363824.000000 Penalty: 6308.168457
	Iteration 55Q: 3 clusters Score -3.336382e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331997 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -33363814.000000 Penalty: 6308.168457
	Iteration 56Q: 3 clusters Score -3.336381e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332030 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -33363780.000000 Penalty: 6308.168457
	Iteration 57Q: 3 clusters Score -3.336378e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332051 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -33363776.000000 Penalty: 6308.168457
	Iteration 58Q: 3 clusters Score -3.336378e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332073 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -33363780.000000 Penalty: 6308.168457
	Iteration 59Q: 3 clusters Score -3.336378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332095 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -33363782.000000 Penalty: 6308.168457
	Iteration 60F: 3 clusters Score -3.336378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332106 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -33363772.000000 Penalty: 6308.168457
	Iteration 61Q: 3 clusters Score -3.336377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332111 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -33363774.000000 Penalty: 6308.168457
	Iteration 62Q: 3 clusters Score -3.336377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332118 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -33363762.000000 Penalty: 6308.168457
	Iteration 63Q: 3 clusters Score -3.336376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332122 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -33363780.000000 Penalty: 6308.168457
	Iteration 64Q: 3 clusters Score -3.336378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332126 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -33363774.000000 Penalty: 6308.168457
	Iteration 65Q: 3 clusters Score -3.336377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332128 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -33363758.000000 Penalty: 6308.168457
	Iteration 66Q: 3 clusters Score -3.336376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332130 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -33363760.000000 Penalty: 6308.168457
	Iteration 67Q: 3 clusters Score -3.336376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332130 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -33363760.000000 Penalty: 6308.168457
	Iteration 68F: 3 clusters Score -3.336376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Entering Unmasked Estep 
Score: -280048.093750 Penalty: 1968.291748
	Iteration 0F: 2 clusters Score -280048.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -276883.562500 Penalty: 3936.583496
	Iteration 0F: 3 clusters Score -276883.6 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -277591.593750 Penalty: 3936.583496
	Iteration 1F: 3 clusters Score -277591.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -277817.281250 Penalty: 3936.583496
	Iteration 2F: 3 clusters Score -277817.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -277967.562500 Penalty: 3936.583496
	Iteration 3F: 3 clusters Score -277967.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -278080.625000 Penalty: 3936.583496
	Iteration 4Q: 3 clusters Score -278080.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -278181.406250 Penalty: 3936.583496
	Iteration 5Q: 3 clusters Score -278181.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -278274.875000 Penalty: 3936.583496
	Iteration 6Q: 3 clusters Score -278274.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -278370.406250 Penalty: 3936.583496
	Iteration 7Q: 3 clusters Score -278370.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -278449.437500 Penalty: 3936.583496
	Iteration 8Q: 3 clusters Score -278449.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -278516.531250 Penalty: 3936.583496
	Iteration 9Q: 3 clusters Score -278516.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -278582.218750 Penalty: 3936.583496
	Iteration 10Q: 3 clusters Score -278582.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -278645.968750 Penalty: 3936.583496
	Iteration 11Q: 3 clusters Score -278646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -278702.718750 Penalty: 3936.583496
	Iteration 12Q: 3 clusters Score -278702.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -278763.062500 Penalty: 3936.583496
	Iteration 13Q: 3 clusters Score -278763.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -278829.093750 Penalty: 3936.583496
	Iteration 14Q: 3 clusters Score -278829.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -278893.468750 Penalty: 3936.583496
	Iteration 15Q: 3 clusters Score -278893.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -278951.312500 Penalty: 3936.583496
	Iteration 16Q: 3 clusters Score -278951.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -278983.343750 Penalty: 3936.583496
	Iteration 17Q: 3 clusters Score -278983.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -279011.281250 Penalty: 3936.583496
	Iteration 18Q: 3 clusters Score -279011.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -279030.250000 Penalty: 3936.583496
	Iteration 19Q: 3 clusters Score -279030.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -279040.375000 Penalty: 3936.583496
	Iteration 20F: 3 clusters Score -279040.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -279050.437500 Penalty: 3936.583496
	Iteration 21Q: 3 clusters Score -279050.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -279058.093750 Penalty: 3936.583496
	Iteration 22Q: 3 clusters Score -279058.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -279069.843750 Penalty: 3936.583496
	Iteration 23Q: 3 clusters Score -279069.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -279075.843750 Penalty: 3936.583496
	Iteration 24Q: 3 clusters Score -279075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -279081.093750 Penalty: 3936.583496
	Iteration 25Q: 3 clusters Score -279081.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -279086.750000 Penalty: 3936.583496
	Iteration 26Q: 3 clusters Score -279086.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -279091.000000 Penalty: 3936.583496
	Iteration 27Q: 3 clusters Score -279091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -279096.062500 Penalty: 3936.583496
	Iteration 28Q: 3 clusters Score -279096.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -279100.250000 Penalty: 3936.583496
	Iteration 29Q: 3 clusters Score -279100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -279102.093750 Penalty: 3936.583496
	Iteration 30Q: 3 clusters Score -279102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -279102.656250 Penalty: 3936.583496
	Iteration 31Q: 3 clusters Score -279102.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -279102.656250 Penalty: 3936.583496
	Iteration 32F: 3 clusters Score -279102.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Entering Unmasked Estep 
Score: -1891287.875000 Penalty: 2446.289551
	Iteration 0F: 2 clusters Score -1891288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1877710.625000 Penalty: 4892.579102
	Iteration 0F: 3 clusters Score -1877711 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1882298.125000 Penalty: 4892.579102
	Iteration 1F: 3 clusters Score -1882298 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1882708.875000 Penalty: 4892.579102
	Iteration 2F: 3 clusters Score -1882709 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1883051.125000 Penalty: 4892.579102
	Iteration 3Q: 3 clusters Score -1883051 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1883323.375000 Penalty: 4892.579102
	Iteration 4Q: 3 clusters Score -1883323 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1883564.875000 Penalty: 4892.579102
	Iteration 5Q: 3 clusters Score -1883565 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1883792.250000 Penalty: 4892.579102
	Iteration 6Q: 3 clusters Score -1883792 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1884001.250000 Penalty: 4892.579102
	Iteration 7Q: 3 clusters Score -1884001 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1884276.375000 Penalty: 4892.579102
	Iteration 8Q: 3 clusters Score -1884276 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1884620.000000 Penalty: 4892.579102
	Iteration 9Q: 3 clusters Score -1884620 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1885106.500000 Penalty: 4892.579102
	Iteration 10Q: 3 clusters Score -1885106 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1885705.875000 Penalty: 4892.579102
	Iteration 11Q: 3 clusters Score -1885706 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1886274.125000 Penalty: 4892.579102
	Iteration 12Q: 3 clusters Score -1886274 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1886692.000000 Penalty: 4892.579102
	Iteration 13Q: 3 clusters Score -1886692 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1886949.875000 Penalty: 4892.579102
	Iteration 14Q: 3 clusters Score -1886950 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1887102.375000 Penalty: 4892.579102
	Iteration 15Q: 3 clusters Score -1887102 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1887204.250000 Penalty: 4892.579102
	Iteration 16Q: 3 clusters Score -1887204 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1887289.250000 Penalty: 4892.579102
	Iteration 17Q: 3 clusters Score -1887289 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1887372.500000 Penalty: 4892.579102
	Iteration 18Q: 3 clusters Score -1887372 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1887448.375000 Penalty: 4892.579102
	Iteration 19Q: 3 clusters Score -1887448 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1887524.250000 Penalty: 4892.579102
	Iteration 20F: 3 clusters Score -1887524 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1887596.125000 Penalty: 4892.579102
	Iteration 21Q: 3 clusters Score -1887596 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1887675.875000 Penalty: 4892.579102
	Iteration 22Q: 3 clusters Score -1887676 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1887761.500000 Penalty: 4892.579102
	Iteration 23Q: 3 clusters Score -1887762 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1887844.000000 Penalty: 4892.579102
	Iteration 24Q: 3 clusters Score -1887844 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1887932.250000 Penalty: 4892.579102
	Iteration 25Q: 3 clusters Score -1887932 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1888027.750000 Penalty: 4892.579102
	Iteration 26Q: 3 clusters Score -1888028 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1888136.250000 Penalty: 4892.579102
	Iteration 27Q: 3 clusters Score -1888136 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1888238.000000 Penalty: 4892.579102
	Iteration 28Q: 3 clusters Score -1888238 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1888352.500000 Penalty: 4892.579102
	Iteration 29Q: 3 clusters Score -1888352 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1888446.625000 Penalty: 4892.579102
	Iteration 30Q: 3 clusters Score -1888447 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1888531.000000 Penalty: 4892.579102
	Iteration 31Q: 3 clusters Score -1888531 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1888605.375000 Penalty: 4892.579102
	Iteration 32Q: 3 clusters Score -1888605 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1888666.375000 Penalty: 4892.579102
	Iteration 33Q: 3 clusters Score -1888666 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1888715.000000 Penalty: 4892.579102
	Iteration 34Q: 3 clusters Score -1888715 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1888760.000000 Penalty: 4892.579102
	Iteration 35Q: 3 clusters Score -1888760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1888795.375000 Penalty: 4892.579102
	Iteration 36Q: 3 clusters Score -1888795 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1888824.750000 Penalty: 4892.579102
	Iteration 37Q: 3 clusters Score -1888825 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1888849.375000 Penalty: 4892.579102
	Iteration 38Q: 3 clusters Score -1888849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1888867.750000 Penalty: 4892.579102
	Iteration 39Q: 3 clusters Score -1888868 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1888886.750000 Penalty: 4892.579102
	Iteration 40F: 3 clusters Score -1888887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1888910.125000 Penalty: 4892.579102
	Iteration 41Q: 3 clusters Score -1888910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1888923.125000 Penalty: 4892.579102
	Iteration 42Q: 3 clusters Score -1888923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1888937.000000 Penalty: 4892.579102
	Iteration 43Q: 3 clusters Score -1888937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1888957.500000 Penalty: 4892.579102
	Iteration 44Q: 3 clusters Score -1888958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1888975.125000 Penalty: 4892.579102
	Iteration 45Q: 3 clusters Score -1888975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1888985.875000 Penalty: 4892.579102
	Iteration 46Q: 3 clusters Score -1888986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1888999.750000 Penalty: 4892.579102
	Iteration 47Q: 3 clusters Score -1889000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1889013.250000 Penalty: 4892.579102
	Iteration 48Q: 3 clusters Score -1889013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1889026.625000 Penalty: 4892.579102
	Iteration 49Q: 3 clusters Score -1889027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1889038.625000 Penalty: 4892.579102
	Iteration 50Q: 3 clusters Score -1889039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1889048.125000 Penalty: 4892.579102
	Iteration 51Q: 3 clusters Score -1889048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1889059.000000 Penalty: 4892.579102
	Iteration 52Q: 3 clusters Score -1889059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1889072.750000 Penalty: 4892.579102
	Iteration 53Q: 3 clusters Score -1889073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1889081.000000 Penalty: 4892.579102
	Iteration 54Q: 3 clusters Score -1889081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1889082.500000 Penalty: 4892.579102
	Iteration 55Q: 3 clusters Score -1889082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1889085.125000 Penalty: 4892.579102
	Iteration 56Q: 3 clusters Score -1889085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1889093.375000 Penalty: 4892.579102
	Iteration 57Q: 3 clusters Score -1889093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1889096.875000 Penalty: 4892.579102
	Iteration 58Q: 3 clusters Score -1889097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1889098.750000 Penalty: 4892.579102
	Iteration 59Q: 3 clusters Score -1889099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1889104.125000 Penalty: 4892.579102
	Iteration 60F: 3 clusters Score -1889104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1889103.250000 Penalty: 4892.579102
	Iteration 61Q: 3 clusters Score -1889103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1889102.875000 Penalty: 4892.579102
	Iteration 62Q: 3 clusters Score -1889103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1889102.375000 Penalty: 4892.579102
	Iteration 63Q: 3 clusters Score -1889102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1889103.250000 Penalty: 4892.579102
	Iteration 64Q: 3 clusters Score -1889103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1889107.000000 Penalty: 4892.579102
	Iteration 65Q: 3 clusters Score -1889107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1889109.250000 Penalty: 4892.579102
	Iteration 66Q: 3 clusters Score -1889109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1889110.250000 Penalty: 4892.579102
	Iteration 67Q: 3 clusters Score -1889110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1889111.875000 Penalty: 4892.579102
	Iteration 68Q: 3 clusters Score -1889112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1889112.125000 Penalty: 4892.579102
	Iteration 69Q: 3 clusters Score -1889112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1889112.125000 Penalty: 4892.579102
	Iteration 70Q: 3 clusters Score -1889112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1889117.375000 Penalty: 4892.579102
	Iteration 71Q: 3 clusters Score -1889117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1889119.625000 Penalty: 4892.579102
	Iteration 72Q: 3 clusters Score -1889120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1889119.250000 Penalty: 4892.579102
	Iteration 73Q: 3 clusters Score -1889119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1889118.000000 Penalty: 4892.579102
	Iteration 74Q: 3 clusters Score -1889118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1889119.375000 Penalty: 4892.579102
	Iteration 75Q: 3 clusters Score -1889119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1889119.375000 Penalty: 4892.579102
	Iteration 76F: 3 clusters Score -1889119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Entering Unmasked Estep 
Score: -288730.281250 Penalty: 1992.829468
	Iteration 0F: 2 clusters Score -288730.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -285408.718750 Penalty: 3985.658936
	Iteration 0F: 3 clusters Score -285408.7 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -286072.656250 Penalty: 3985.658936
	Iteration 1F: 3 clusters Score -286072.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -286257.906250 Penalty: 3985.658936
	Iteration 2F: 3 clusters Score -286257.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -286360.375000 Penalty: 3985.658936
	Iteration 3Q: 3 clusters Score -286360.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -286441.250000 Penalty: 3985.658936
	Iteration 4Q: 3 clusters Score -286441.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -286509.156250 Penalty: 3985.658936
	Iteration 5Q: 3 clusters Score -286509.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -286585.281250 Penalty: 3985.658936
	Iteration 6Q: 3 clusters Score -286585.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -286692.125000 Penalty: 3985.658936
	Iteration 7Q: 3 clusters Score -286692.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -286831.468750 Penalty: 3985.658936
	Iteration 8Q: 3 clusters Score -286831.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -286974.156250 Penalty: 3985.658936
	Iteration 9Q: 3 clusters Score -286974.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -287077.218750 Penalty: 3985.658936
	Iteration 10Q: 3 clusters Score -287077.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -287184.937500 Penalty: 3985.658936
	Iteration 11Q: 3 clusters Score -287184.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -287297.343750 Penalty: 3985.658936
	Iteration 12Q: 3 clusters Score -287297.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -287399.843750 Penalty: 3985.658936
	Iteration 13Q: 3 clusters Score -287399.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -287491.156250 Penalty: 3985.658936
	Iteration 14Q: 3 clusters Score -287491.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -287572.968750 Penalty: 3985.658936
	Iteration 15Q: 3 clusters Score -287573 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -287645.312500 Penalty: 3985.658936
	Iteration 16Q: 3 clusters Score -287645.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -287704.156250 Penalty: 3985.658936
	Iteration 17Q: 3 clusters Score -287704.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -287760.812500 Penalty: 3985.658936
	Iteration 18Q: 3 clusters Score -287760.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -287817.625000 Penalty: 3985.658936
	Iteration 19Q: 3 clusters Score -287817.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -287862.875000 Penalty: 3985.658936
	Iteration 20F: 3 clusters Score -287862.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -287919.375000 Penalty: 3985.658936
	Iteration 21Q: 3 clusters Score -287919.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -287978.968750 Penalty: 3985.658936
	Iteration 22Q: 3 clusters Score -287979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -288017.562500 Penalty: 3985.658936
	Iteration 23Q: 3 clusters Score -288017.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -288062.781250 Penalty: 3985.658936
	Iteration 24Q: 3 clusters Score -288062.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -288096.406250 Penalty: 3985.658936
	Iteration 25Q: 3 clusters Score -288096.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -288115.437500 Penalty: 3985.658936
	Iteration 26Q: 3 clusters Score -288115.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -288133.906250 Penalty: 3985.658936
	Iteration 27Q: 3 clusters Score -288133.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -288147.218750 Penalty: 3985.658936
	Iteration 28Q: 3 clusters Score -288147.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -288157.062500 Penalty: 3985.658936
	Iteration 29Q: 3 clusters Score -288157.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -288167.875000 Penalty: 3985.658936
	Iteration 30Q: 3 clusters Score -288167.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -288175.531250 Penalty: 3985.658936
	Iteration 31Q: 3 clusters Score -288175.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -288180.875000 Penalty: 3985.658936
	Iteration 32Q: 3 clusters Score -288180.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -288185.156250 Penalty: 3985.658936
	Iteration 33Q: 3 clusters Score -288185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -288186.125000 Penalty: 3985.658936
	Iteration 34Q: 3 clusters Score -288186.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -288187.218750 Penalty: 3985.658936
	Iteration 35Q: 3 clusters Score -288187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -288187.406250 Penalty: 3985.658936
	Iteration 36Q: 3 clusters Score -288187.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -288187.406250 Penalty: 3985.658936
	Iteration 37F: 3 clusters Score -288187.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Entering Unmasked Estep 
Score: -475500.281250 Penalty: 2085.638184
	Iteration 0F: 2 clusters Score -475500.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -471238.812500 Penalty: 4171.276367
	Iteration 0F: 3 clusters Score -471238.8 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -472154.125000 Penalty: 4171.276367
	Iteration 1F: 3 clusters Score -472154.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -472375.812500 Penalty: 4171.276367
	Iteration 2F: 3 clusters Score -472375.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -472508.906250 Penalty: 4171.276367
	Iteration 3F: 3 clusters Score -472508.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -472603.468750 Penalty: 4171.276367
	Iteration 4Q: 3 clusters Score -472603.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -472667.281250 Penalty: 4171.276367
	Iteration 5Q: 3 clusters Score -472667.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -472712.000000 Penalty: 4171.276367
	Iteration 6Q: 3 clusters Score -472712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -472751.406250 Penalty: 4171.276367
	Iteration 7Q: 3 clusters Score -472751.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -472789.281250 Penalty: 4171.276367
	Iteration 8Q: 3 clusters Score -472789.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -472820.687500 Penalty: 4171.276367
	Iteration 9Q: 3 clusters Score -472820.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -472850.812500 Penalty: 4171.276367
	Iteration 10Q: 3 clusters Score -472850.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -472874.281250 Penalty: 4171.276367
	Iteration 11Q: 3 clusters Score -472874.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -472899.562500 Penalty: 4171.276367
	Iteration 12Q: 3 clusters Score -472899.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -472925.406250 Penalty: 4171.276367
	Iteration 13Q: 3 clusters Score -472925.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -472948.312500 Penalty: 4171.276367
	Iteration 14Q: 3 clusters Score -472948.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -472975.062500 Penalty: 4171.276367
	Iteration 15Q: 3 clusters Score -472975.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -473004.687500 Penalty: 4171.276367
	Iteration 16Q: 3 clusters Score -473004.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -473025.781250 Penalty: 4171.276367
	Iteration 17Q: 3 clusters Score -473025.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -473039.000000 Penalty: 4171.276367
	Iteration 18Q: 3 clusters Score -473039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -473051.656250 Penalty: 4171.276367
	Iteration 19Q: 3 clusters Score -473051.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -473068.750000 Penalty: 4171.276367
	Iteration 20F: 3 clusters Score -473068.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -473083.218750 Penalty: 4171.276367
	Iteration 21Q: 3 clusters Score -473083.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -473102.281250 Penalty: 4171.276367
	Iteration 22Q: 3 clusters Score -473102.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -473123.125000 Penalty: 4171.276367
	Iteration 23Q: 3 clusters Score -473123.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -473144.562500 Penalty: 4171.276367
	Iteration 24Q: 3 clusters Score -473144.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -473166.875000 Penalty: 4171.276367
	Iteration 25Q: 3 clusters Score -473166.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -473193.062500 Penalty: 4171.276367
	Iteration 26Q: 3 clusters Score -473193.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -473216.656250 Penalty: 4171.276367
	Iteration 27Q: 3 clusters Score -473216.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -473239.718750 Penalty: 4171.276367
	Iteration 28Q: 3 clusters Score -473239.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -473260.656250 Penalty: 4171.276367
	Iteration 29Q: 3 clusters Score -473260.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -473283.906250 Penalty: 4171.276367
	Iteration 30Q: 3 clusters Score -473283.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -473306.500000 Penalty: 4171.276367
	Iteration 31Q: 3 clusters Score -473306.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -473326.125000 Penalty: 4171.276367
	Iteration 32Q: 3 clusters Score -473326.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -473341.937500 Penalty: 4171.276367
	Iteration 33Q: 3 clusters Score -473341.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -473355.937500 Penalty: 4171.276367
	Iteration 34Q: 3 clusters Score -473355.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -473369.656250 Penalty: 4171.276367
	Iteration 35Q: 3 clusters Score -473369.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -473383.156250 Penalty: 4171.276367
	Iteration 36Q: 3 clusters Score -473383.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -473392.906250 Penalty: 4171.276367
	Iteration 37Q: 3 clusters Score -473392.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -473402.218750 Penalty: 4171.276367
	Iteration 38Q: 3 clusters Score -473402.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -473410.500000 Penalty: 4171.276367
	Iteration 39Q: 3 clusters Score -473410.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -473419.406250 Penalty: 4171.276367
	Iteration 40F: 3 clusters Score -473419.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -473430.468750 Penalty: 4171.276367
	Iteration 41Q: 3 clusters Score -473430.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -473439.093750 Penalty: 4171.276367
	Iteration 42Q: 3 clusters Score -473439.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -473454.906250 Penalty: 4171.276367
	Iteration 43Q: 3 clusters Score -473454.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -473467.468750 Penalty: 4171.276367
	Iteration 44Q: 3 clusters Score -473467.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -473484.250000 Penalty: 4171.276367
	Iteration 45Q: 3 clusters Score -473484.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -473498.281250 Penalty: 4171.276367
	Iteration 46Q: 3 clusters Score -473498.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -473507.437500 Penalty: 4171.276367
	Iteration 47Q: 3 clusters Score -473507.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -473517.343750 Penalty: 4171.276367
	Iteration 48Q: 3 clusters Score -473517.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -473523.375000 Penalty: 4171.276367
	Iteration 49Q: 3 clusters Score -473523.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -473526.843750 Penalty: 4171.276367
	Iteration 50Q: 3 clusters Score -473526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -473528.968750 Penalty: 4171.276367
	Iteration 51Q: 3 clusters Score -473529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -473531.687500 Penalty: 4171.276367
	Iteration 52Q: 3 clusters Score -473531.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -473537.562500 Penalty: 4171.276367
	Iteration 53Q: 3 clusters Score -473537.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -473542.156250 Penalty: 4171.276367
	Iteration 54Q: 3 clusters Score -473542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -473545.125000 Penalty: 4171.276367
	Iteration 55Q: 3 clusters Score -473545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -473546.625000 Penalty: 4171.276367
	Iteration 56Q: 3 clusters Score -473546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -473550.968750 Penalty: 4171.276367
	Iteration 57Q: 3 clusters Score -473551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -473557.312500 Penalty: 4171.276367
	Iteration 58Q: 3 clusters Score -473557.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -473562.906250 Penalty: 4171.276367
	Iteration 59Q: 3 clusters Score -473562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -473565.437500 Penalty: 4171.276367
	Iteration 60F: 3 clusters Score -473565.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -473570.687500 Penalty: 4171.276367
	Iteration 61Q: 3 clusters Score -473570.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -473575.125000 Penalty: 4171.276367
	Iteration 62Q: 3 clusters Score -473575.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -473578.500000 Penalty: 4171.276367
	Iteration 63Q: 3 clusters Score -473578.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -473582.562500 Penalty: 4171.276367
	Iteration 64Q: 3 clusters Score -473582.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -473585.750000 Penalty: 4171.276367
	Iteration 65Q: 3 clusters Score -473585.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -473590.218750 Penalty: 4171.276367
	Iteration 66Q: 3 clusters Score -473590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -473592.031250 Penalty: 4171.276367
	Iteration 67Q: 3 clusters Score -473592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -473593.968750 Penalty: 4171.276367
	Iteration 68Q: 3 clusters Score -473594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -473594.281250 Penalty: 4171.276367
	Iteration 69Q: 3 clusters Score -473594.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -473594.281250 Penalty: 4171.276367
	Iteration 70F: 3 clusters Score -473594.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Entering Unmasked Estep 
Score: -383570.062500 Penalty: 2048.730469
	Iteration 0F: 2 clusters Score -383570.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -379738.531250 Penalty: 4097.460938
	Iteration 0F: 3 clusters Score -379738.5 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -380602.031250 Penalty: 4097.460938
	Iteration 1F: 3 clusters Score -380602 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -380825.531250 Penalty: 4097.460938
	Iteration 2F: 3 clusters Score -380825.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -380943.156250 Penalty: 4097.460938
	Iteration 3F: 3 clusters Score -380943.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -381025.031250 Penalty: 4097.460938
	Iteration 4Q: 3 clusters Score -381025 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -381092.500000 Penalty: 4097.460938
	Iteration 5Q: 3 clusters Score -381092.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -381192.718750 Penalty: 4097.460938
	Iteration 6Q: 3 clusters Score -381192.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -381320.062500 Penalty: 4097.460938
	Iteration 7Q: 3 clusters Score -381320.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -381417.156250 Penalty: 4097.460938
	Iteration 8Q: 3 clusters Score -381417.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -381485.031250 Penalty: 4097.460938
	Iteration 9Q: 3 clusters Score -381485 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -381531.218750 Penalty: 4097.460938
	Iteration 10Q: 3 clusters Score -381531.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -381569.406250 Penalty: 4097.460938
	Iteration 11Q: 3 clusters Score -381569.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -381608.562500 Penalty: 4097.460938
	Iteration 12Q: 3 clusters Score -381608.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -381640.562500 Penalty: 4097.460938
	Iteration 13Q: 3 clusters Score -381640.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -381668.656250 Penalty: 4097.460938
	Iteration 14Q: 3 clusters Score -381668.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -381692.687500 Penalty: 4097.460938
	Iteration 15Q: 3 clusters Score -381692.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -381714.093750 Penalty: 4097.460938
	Iteration 16Q: 3 clusters Score -381714.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -381734.031250 Penalty: 4097.460938
	Iteration 17Q: 3 clusters Score -381734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -381753.531250 Penalty: 4097.460938
	Iteration 18Q: 3 clusters Score -381753.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -381777.343750 Penalty: 4097.460938
	Iteration 19Q: 3 clusters Score -381777.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -381801.812500 Penalty: 4097.460938
	Iteration 20F: 3 clusters Score -381801.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -381821.218750 Penalty: 4097.460938
	Iteration 21Q: 3 clusters Score -381821.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -381839.875000 Penalty: 4097.460938
	Iteration 22Q: 3 clusters Score -381839.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -381860.843750 Penalty: 4097.460938
	Iteration 23Q: 3 clusters Score -381860.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -381883.406250 Penalty: 4097.460938
	Iteration 24Q: 3 clusters Score -381883.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -381903.187500 Penalty: 4097.460938
	Iteration 25Q: 3 clusters Score -381903.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -381922.375000 Penalty: 4097.460938
	Iteration 26Q: 3 clusters Score -381922.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -381936.218750 Penalty: 4097.460938
	Iteration 27Q: 3 clusters Score -381936.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -381948.031250 Penalty: 4097.460938
	Iteration 28Q: 3 clusters Score -381948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -381959.312500 Penalty: 4097.460938
	Iteration 29Q: 3 clusters Score -381959.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -381971.031250 Penalty: 4097.460938
	Iteration 30Q: 3 clusters Score -381971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -381977.375000 Penalty: 4097.460938
	Iteration 31Q: 3 clusters Score -381977.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -381980.906250 Penalty: 4097.460938
	Iteration 32Q: 3 clusters Score -381980.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -381984.875000 Penalty: 4097.460938
	Iteration 33Q: 3 clusters Score -381984.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -381990.093750 Penalty: 4097.460938
	Iteration 34Q: 3 clusters Score -381990.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -381996.843750 Penalty: 4097.460938
	Iteration 35Q: 3 clusters Score -381996.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -382001.406250 Penalty: 4097.460938
	Iteration 36Q: 3 clusters Score -382001.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -382007.156250 Penalty: 4097.460938
	Iteration 37Q: 3 clusters Score -382007.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -382013.375000 Penalty: 4097.460938
	Iteration 38Q: 3 clusters Score -382013.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -382022.343750 Penalty: 4097.460938
	Iteration 39Q: 3 clusters Score -382022.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -382030.593750 Penalty: 4097.460938
	Iteration 40F: 3 clusters Score -382030.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -382043.625000 Penalty: 4097.460938
	Iteration 41Q: 3 clusters Score -382043.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -382061.531250 Penalty: 4097.460938
	Iteration 42Q: 3 clusters Score -382061.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -382089.125000 Penalty: 4097.460938
	Iteration 43Q: 3 clusters Score -382089.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -382121.781250 Penalty: 4097.460938
	Iteration 44Q: 3 clusters Score -382121.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -382147.343750 Penalty: 4097.460938
	Iteration 45Q: 3 clusters Score -382147.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -382176.531250 Penalty: 4097.460938
	Iteration 46Q: 3 clusters Score -382176.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -382203.968750 Penalty: 4097.460938
	Iteration 47Q: 3 clusters Score -382204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -382225.593750 Penalty: 4097.460938
	Iteration 48Q: 3 clusters Score -382225.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -382241.781250 Penalty: 4097.460938
	Iteration 49Q: 3 clusters Score -382241.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -382256.500000 Penalty: 4097.460938
	Iteration 50Q: 3 clusters Score -382256.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -382270.250000 Penalty: 4097.460938
	Iteration 51Q: 3 clusters Score -382270.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -382296.500000 Penalty: 4097.460938
	Iteration 52Q: 3 clusters Score -382296.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -382334.031250 Penalty: 4097.460938
	Iteration 53Q: 3 clusters Score -382334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -382370.187500 Penalty: 4097.460938
	Iteration 54Q: 3 clusters Score -382370.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -382420.281250 Penalty: 4097.460938
	Iteration 55Q: 3 clusters Score -382420.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -382461.968750 Penalty: 4097.460938
	Iteration 56Q: 3 clusters Score -382462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -382492.250000 Penalty: 4097.460938
	Iteration 57Q: 3 clusters Score -382492.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -382519.062500 Penalty: 4097.460938
	Iteration 58Q: 3 clusters Score -382519.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -382544.531250 Penalty: 4097.460938
	Iteration 59Q: 3 clusters Score -382544.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -382562.437500 Penalty: 4097.460938
	Iteration 60F: 3 clusters Score -382562.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -382577.781250 Penalty: 4097.460938
	Iteration 61Q: 3 clusters Score -382577.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -382592.093750 Penalty: 4097.460938
	Iteration 62Q: 3 clusters Score -382592.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -382600.156250 Penalty: 4097.460938
	Iteration 63Q: 3 clusters Score -382600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -382602.906250 Penalty: 4097.460938
	Iteration 64Q: 3 clusters Score -382602.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -382604.562500 Penalty: 4097.460938
	Iteration 65Q: 3 clusters Score -382604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -382606.125000 Penalty: 4097.460938
	Iteration 66Q: 3 clusters Score -382606.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -382607.906250 Penalty: 4097.460938
	Iteration 67Q: 3 clusters Score -382607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -382609.437500 Penalty: 4097.460938
	Iteration 68Q: 3 clusters Score -382609.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -382610.906250 Penalty: 4097.460938
	Iteration 69Q: 3 clusters Score -382610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -382612.812500 Penalty: 4097.460938
	Iteration 70Q: 3 clusters Score -382612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -382617.000000 Penalty: 4097.460938
	Iteration 71Q: 3 clusters Score -382617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -382617.656250 Penalty: 4097.460938
	Iteration 72Q: 3 clusters Score -382617.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -382619.187500 Penalty: 4097.460938
	Iteration 73Q: 3 clusters Score -382619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -382619.937500 Penalty: 4097.460938
	Iteration 74Q: 3 clusters Score -382619.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -382619.937500 Penalty: 4097.460938
	Iteration 75F: 3 clusters Score -382619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Entering Unmasked Estep 
Score: -367070.625000 Penalty: 2036.312988
	Iteration 0F: 2 clusters Score -367070.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -363309.031250 Penalty: 4072.625977
	Iteration 0F: 3 clusters Score -363309 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -364085.156250 Penalty: 4072.625977
	Iteration 1F: 3 clusters Score -364085.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -364251.500000 Penalty: 4072.625977
	Iteration 2F: 3 clusters Score -364251.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -364364.906250 Penalty: 4072.625977
	Iteration 3F: 3 clusters Score -364364.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -364435.500000 Penalty: 4072.625977
	Iteration 4Q: 3 clusters Score -364435.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -364495.625000 Penalty: 4072.625977
	Iteration 5Q: 3 clusters Score -364495.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -364542.343750 Penalty: 4072.625977
	Iteration 6Q: 3 clusters Score -364542.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -364585.656250 Penalty: 4072.625977
	Iteration 7Q: 3 clusters Score -364585.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -364624.375000 Penalty: 4072.625977
	Iteration 8Q: 3 clusters Score -364624.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -364660.625000 Penalty: 4072.625977
	Iteration 9Q: 3 clusters Score -364660.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -364692.500000 Penalty: 4072.625977
	Iteration 10Q: 3 clusters Score -364692.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -364714.093750 Penalty: 4072.625977
	Iteration 11Q: 3 clusters Score -364714.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -364727.937500 Penalty: 4072.625977
	Iteration 12Q: 3 clusters Score -364727.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -364737.812500 Penalty: 4072.625977
	Iteration 13Q: 3 clusters Score -364737.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -364746.000000 Penalty: 4072.625977
	Iteration 14Q: 3 clusters Score -364746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -364754.812500 Penalty: 4072.625977
	Iteration 15Q: 3 clusters Score -364754.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -364763.500000 Penalty: 4072.625977
	Iteration 16Q: 3 clusters Score -364763.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -364770.500000 Penalty: 4072.625977
	Iteration 17Q: 3 clusters Score -364770.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -364778.000000 Penalty: 4072.625977
	Iteration 18Q: 3 clusters Score -364778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -364785.312500 Penalty: 4072.625977
	Iteration 19Q: 3 clusters Score -364785.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -364789.281250 Penalty: 4072.625977
	Iteration 20F: 3 clusters Score -364789.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -364794.937500 Penalty: 4072.625977
	Iteration 21Q: 3 clusters Score -364794.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -364801.656250 Penalty: 4072.625977
	Iteration 22Q: 3 clusters Score -364801.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -364810.218750 Penalty: 4072.625977
	Iteration 23Q: 3 clusters Score -364810.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -364819.375000 Penalty: 4072.625977
	Iteration 24Q: 3 clusters Score -364819.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -364825.250000 Penalty: 4072.625977
	Iteration 25Q: 3 clusters Score -364825.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -364828.562500 Penalty: 4072.625977
	Iteration 26Q: 3 clusters Score -364828.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -364832.437500 Penalty: 4072.625977
	Iteration 27Q: 3 clusters Score -364832.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -364837.406250 Penalty: 4072.625977
	Iteration 28Q: 3 clusters Score -364837.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -364842.406250 Penalty: 4072.625977
	Iteration 29Q: 3 clusters Score -364842.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -364848.031250 Penalty: 4072.625977
	Iteration 30Q: 3 clusters Score -364848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -364853.281250 Penalty: 4072.625977
	Iteration 31Q: 3 clusters Score -364853.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -364859.656250 Penalty: 4072.625977
	Iteration 32Q: 3 clusters Score -364859.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -364869.500000 Penalty: 4072.625977
	Iteration 33Q: 3 clusters Score -364869.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -364876.125000 Penalty: 4072.625977
	Iteration 34Q: 3 clusters Score -364876.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -364880.875000 Penalty: 4072.625977
	Iteration 35Q: 3 clusters Score -364880.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -364887.093750 Penalty: 4072.625977
	Iteration 36Q: 3 clusters Score -364887.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -364892.531250 Penalty: 4072.625977
	Iteration 37Q: 3 clusters Score -364892.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -364899.281250 Penalty: 4072.625977
	Iteration 38Q: 3 clusters Score -364899.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -364903.906250 Penalty: 4072.625977
	Iteration 39Q: 3 clusters Score -364903.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -364909.250000 Penalty: 4072.625977
	Iteration 40F: 3 clusters Score -364909.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -364916.375000 Penalty: 4072.625977
	Iteration 41Q: 3 clusters Score -364916.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -364923.187500 Penalty: 4072.625977
	Iteration 42Q: 3 clusters Score -364923.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -364927.531250 Penalty: 4072.625977
	Iteration 43Q: 3 clusters Score -364927.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -364932.406250 Penalty: 4072.625977
	Iteration 44Q: 3 clusters Score -364932.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -364938.218750 Penalty: 4072.625977
	Iteration 45Q: 3 clusters Score -364938.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -364942.281250 Penalty: 4072.625977
	Iteration 46Q: 3 clusters Score -364942.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -364947.187500 Penalty: 4072.625977
	Iteration 47Q: 3 clusters Score -364947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -364949.406250 Penalty: 4072.625977
	Iteration 48Q: 3 clusters Score -364949.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -364952.250000 Penalty: 4072.625977
	Iteration 49Q: 3 clusters Score -364952.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -364955.187500 Penalty: 4072.625977
	Iteration 50Q: 3 clusters Score -364955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -364959.250000 Penalty: 4072.625977
	Iteration 51Q: 3 clusters Score -364959.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -364962.656250 Penalty: 4072.625977
	Iteration 52Q: 3 clusters Score -364962.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -364965.187500 Penalty: 4072.625977
	Iteration 53Q: 3 clusters Score -364965.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -364969.531250 Penalty: 4072.625977
	Iteration 54Q: 3 clusters Score -364969.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -364972.500000 Penalty: 4072.625977
	Iteration 55Q: 3 clusters Score -364972.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -364973.500000 Penalty: 4072.625977
	Iteration 56Q: 3 clusters Score -364973.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -364974.875000 Penalty: 4072.625977
	Iteration 57Q: 3 clusters Score -364974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -364974.812500 Penalty: 4072.625977
	Iteration 58Q: 3 clusters Score -364974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -364975.031250 Penalty: 4072.625977
	Iteration 59Q: 3 clusters Score -364975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -364975.000000 Penalty: 4072.625977
	Iteration 60F: 3 clusters Score -364975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -364976.062500 Penalty: 4072.625977
	Iteration 61Q: 3 clusters Score -364976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -364977.593750 Penalty: 4072.625977
	Iteration 62Q: 3 clusters Score -364977.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -364977.812500 Penalty: 4072.625977
	Iteration 63Q: 3 clusters Score -364977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -364978.875000 Penalty: 4072.625977
	Iteration 64Q: 3 clusters Score -364978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -364978.875000 Penalty: 4072.625977
	Iteration 65F: 3 clusters Score -364978.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (289443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289443 members 
Entering Unmasked Estep 
Score: -28959270.000000 Penalty: 3118.777100
	Iteration 0F: 2 clusters Score -2.895927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144537 members 
Mstep: Class 2 contains 144906 members 
Entering Unmasked Estep 
Score: -28776326.000000 Penalty: 6237.554199
	Iteration 0F: 3 clusters Score -2.877633e+07 nChanged 139851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137494 members 
Mstep: Class 2 contains 151949 members 
Entering Unmasked Estep 
Score: -28859672.000000 Penalty: 6237.554199
	Iteration 1F: 3 clusters Score -2.885967e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132774 members 
Mstep: Class 2 contains 156669 members 
Entering Unmasked Estep 
Score: -28861558.000000 Penalty: 6237.554199
	Iteration 2Q: 3 clusters Score -2.886156e+07 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125385 members 
Mstep: Class 2 contains 164058 members 
Entering Unmasked Estep 
Score: -28864726.000000 Penalty: 6237.554199
	Iteration 3Q: 3 clusters Score -2.886473e+07 nChanged 13662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114123 members 
Mstep: Class 2 contains 175320 members 
Entering Unmasked Estep 
Score: -28870036.000000 Penalty: 6237.554199
	Iteration 4Q: 3 clusters Score -2.887004e+07 nChanged 18215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98092 members 
Mstep: Class 2 contains 191351 members 
Entering Unmasked Estep 
Score: -28879244.000000 Penalty: 6237.554199
	Iteration 5F: 3 clusters Score -2.887924e+07 nChanged 22407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 211836 members 
Entering Unmasked Estep 
Score: -28892624.000000 Penalty: 6237.554199
	Iteration 6F: 3 clusters Score -2.889262e+07 nChanged 23583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 233989 members 
Entering Unmasked Estep 
Score: -28908860.000000 Penalty: 6237.554199
	Iteration 7F: 3 clusters Score -2.890886e+07 nChanged 20055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 253324 members 
Entering Unmasked Estep 
Score: -28925270.000000 Penalty: 6237.554199
	Iteration 8F: 3 clusters Score -2.892527e+07 nChanged 13977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 267027 members 
Entering Unmasked Estep 
Score: -28937062.000000 Penalty: 6237.554199
	Iteration 9Q: 3 clusters Score -2.893706e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 275655 members 
Entering Unmasked Estep 
Score: -28945016.000000 Penalty: 6237.554199
	Iteration 10Q: 3 clusters Score -2.894502e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 280877 members 
Entering Unmasked Estep 
Score: -28949728.000000 Penalty: 6237.554199
	Iteration 11Q: 3 clusters Score -2.894973e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 283948 members 
Entering Unmasked Estep 
Score: -28952518.000000 Penalty: 6237.554199
	Iteration 12Q: 3 clusters Score -2.895252e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 285661 members 
Entering Unmasked Estep 
Score: -28954014.000000 Penalty: 6237.554199
	Iteration 13Q: 3 clusters Score -2.895401e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 286635 members 
Entering Unmasked Estep 
Score: -28954864.000000 Penalty: 6237.554199
	Iteration 14Q: 3 clusters Score -2.895486e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 287205 members 
Entering Unmasked Estep 
Score: -28955412.000000 Penalty: 6237.554199
	Iteration 15Q: 3 clusters Score -2.895541e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 287521 members 
Entering Unmasked Estep 
Score: -28955822.000000 Penalty: 6237.554199
	Iteration 16Q: 3 clusters Score -2.895582e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 287728 members 
Entering Unmasked Estep 
Score: -28956126.000000 Penalty: 6237.554199
	Iteration 17Q: 3 clusters Score -2.895613e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 287868 members 
Entering Unmasked Estep 
Score: -28956294.000000 Penalty: 6237.554199
	Iteration 18Q: 3 clusters Score -2.895629e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 287934 members 
Entering Unmasked Estep 
Score: -28956378.000000 Penalty: 6237.554199
	Iteration 19Q: 3 clusters Score -2.895638e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 287959 members 
Entering Unmasked Estep 
Score: -28956490.000000 Penalty: 6237.554199
	Iteration 20F: 3 clusters Score -2.895649e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 287985 members 
Entering Unmasked Estep 
Score: -28956610.000000 Penalty: 6237.554199
	Iteration 21Q: 3 clusters Score -2.895661e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 287985 members 
Entering Unmasked Estep 
Score: -28956686.000000 Penalty: 6237.554199
	Iteration 22Q: 3 clusters Score -2.895669e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 287975 members 
Entering Unmasked Estep 
Score: -28956784.000000 Penalty: 6237.554199
	Iteration 23Q: 3 clusters Score -2.895678e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 287972 members 
Entering Unmasked Estep 
Score: -28956870.000000 Penalty: 6237.554199
	Iteration 24Q: 3 clusters Score -2.895687e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 287962 members 
Entering Unmasked Estep 
Score: -28956932.000000 Penalty: 6237.554199
	Iteration 25Q: 3 clusters Score -2.895693e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 287960 members 
Entering Unmasked Estep 
Score: -28957010.000000 Penalty: 6237.554199
	Iteration 26Q: 3 clusters Score -2.895701e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 287916 members 
Entering Unmasked Estep 
Score: -28957042.000000 Penalty: 6237.554199
	Iteration 27Q: 3 clusters Score -2.895704e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 287888 members 
Entering Unmasked Estep 
Score: -28957098.000000 Penalty: 6237.554199
	Iteration 28Q: 3 clusters Score -2.89571e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 287849 members 
Entering Unmasked Estep 
Score: -28957156.000000 Penalty: 6237.554199
	Iteration 29Q: 3 clusters Score -2.895716e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 287809 members 
Entering Unmasked Estep 
Score: -28957242.000000 Penalty: 6237.554199
	Iteration 30Q: 3 clusters Score -2.895724e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 287783 members 
Entering Unmasked Estep 
Score: -28957268.000000 Penalty: 6237.554199
	Iteration 31Q: 3 clusters Score -2.895727e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 287759 members 
Entering Unmasked Estep 
Score: -28957276.000000 Penalty: 6237.554199
	Iteration 32Q: 3 clusters Score -2.895728e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 287736 members 
Entering Unmasked Estep 
Score: -28957312.000000 Penalty: 6237.554199
	Iteration 33Q: 3 clusters Score -2.895731e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 287702 members 
Entering Unmasked Estep 
Score: -28957320.000000 Penalty: 6237.554199
	Iteration 34Q: 3 clusters Score -2.895732e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 287684 members 
Entering Unmasked Estep 
Score: -28957312.000000 Penalty: 6237.554199
	Iteration 35Q: 3 clusters Score -2.895731e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 287661 members 
Entering Unmasked Estep 
Score: -28957316.000000 Penalty: 6237.554199
	Iteration 36Q: 3 clusters Score -2.895732e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 287643 members 
Entering Unmasked Estep 
Score: -28957334.000000 Penalty: 6237.554199
	Iteration 37Q: 3 clusters Score -2.895733e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 287624 members 
Entering Unmasked Estep 
Score: -28957350.000000 Penalty: 6237.554199
	Iteration 38Q: 3 clusters Score -2.895735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 287605 members 
Entering Unmasked Estep 
Score: -28957382.000000 Penalty: 6237.554199
	Iteration 39Q: 3 clusters Score -2.895738e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 287585 members 
Entering Unmasked Estep 
Score: -28957394.000000 Penalty: 6237.554199
	Iteration 40F: 3 clusters Score -2.895739e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 287562 members 
Entering Unmasked Estep 
Score: -28957398.000000 Penalty: 6237.554199
	Iteration 41Q: 3 clusters Score -2.89574e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 287530 members 
Entering Unmasked Estep 
Score: -28957420.000000 Penalty: 6237.554199
	Iteration 42Q: 3 clusters Score -2.895742e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 287507 members 
Entering Unmasked Estep 
Score: -28957390.000000 Penalty: 6237.554199
	Iteration 43Q: 3 clusters Score -2.895739e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 287481 members 
Entering Unmasked Estep 
Score: -28957402.000000 Penalty: 6237.554199
	Iteration 44Q: 3 clusters Score -2.89574e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 287467 members 
Entering Unmasked Estep 
Score: -28957416.000000 Penalty: 6237.554199
	Iteration 45Q: 3 clusters Score -2.895742e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 287456 members 
Entering Unmasked Estep 
Score: -28957424.000000 Penalty: 6237.554199
	Iteration 46Q: 3 clusters Score -2.895742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 287448 members 
Entering Unmasked Estep 
Score: -28957410.000000 Penalty: 6237.554199
	Iteration 47Q: 3 clusters Score -2.895741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 287443 members 
Entering Unmasked Estep 
Score: -28957404.000000 Penalty: 6237.554199
	Iteration 48Q: 3 clusters Score -2.89574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 287438 members 
Entering Unmasked Estep 
Score: -28957436.000000 Penalty: 6237.554199
	Iteration 49Q: 3 clusters Score -2.895744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 287428 members 
Entering Unmasked Estep 
Score: -28957458.000000 Penalty: 6237.554199
	Iteration 50Q: 3 clusters Score -2.895746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 287415 members 
Entering Unmasked Estep 
Score: -28957460.000000 Penalty: 6237.554199
	Iteration 51Q: 3 clusters Score -2.895746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 287411 members 
Entering Unmasked Estep 
Score: -28957458.000000 Penalty: 6237.554199
	Iteration 52Q: 3 clusters Score -2.895746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 287410 members 
Entering Unmasked Estep 
Score: -28957448.000000 Penalty: 6237.554199
	Iteration 53Q: 3 clusters Score -2.895745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 287408 members 
Entering Unmasked Estep 
Score: -28957468.000000 Penalty: 6237.554199
	Iteration 54Q: 3 clusters Score -2.895747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 287406 members 
Entering Unmasked Estep 
Score: -28957474.000000 Penalty: 6237.554199
	Iteration 55Q: 3 clusters Score -2.895747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 287403 members 
Entering Unmasked Estep 
Score: -28957474.000000 Penalty: 6237.554199
	Iteration 56Q: 3 clusters Score -2.895747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 287399 members 
Entering Unmasked Estep 
Score: -28957488.000000 Penalty: 6237.554199
	Iteration 57Q: 3 clusters Score -2.895749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 287396 members 
Entering Unmasked Estep 
Score: -28957486.000000 Penalty: 6237.554199
	Iteration 58Q: 3 clusters Score -2.895749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 287393 members 
Entering Unmasked Estep 
Score: -28957476.000000 Penalty: 6237.554199
	Iteration 59Q: 3 clusters Score -2.895748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 287387 members 
Entering Unmasked Estep 
Score: -28957486.000000 Penalty: 6237.554199
	Iteration 60F: 3 clusters Score -2.895749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 287381 members 
Entering Unmasked Estep 
Score: -28957466.000000 Penalty: 6237.554199
	Iteration 61Q: 3 clusters Score -2.895747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 287374 members 
Entering Unmasked Estep 
Score: -28957478.000000 Penalty: 6237.554199
	Iteration 62Q: 3 clusters Score -2.895748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 287370 members 
Entering Unmasked Estep 
Score: -28957488.000000 Penalty: 6237.554199
	Iteration 63Q: 3 clusters Score -2.895749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 287364 members 
Entering Unmasked Estep 
Score: -28957472.000000 Penalty: 6237.554199
	Iteration 64Q: 3 clusters Score -2.895747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 287359 members 
Entering Unmasked Estep 
Score: -28957482.000000 Penalty: 6237.554199
	Iteration 65Q: 3 clusters Score -2.895748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 287352 members 
Entering Unmasked Estep 
Score: -28957478.000000 Penalty: 6237.554199
	Iteration 66Q: 3 clusters Score -2.895748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 287349 members 
Entering Unmasked Estep 
Score: -28957486.000000 Penalty: 6237.554199
	Iteration 67Q: 3 clusters Score -2.895749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 287346 members 
Entering Unmasked Estep 
Score: -28957498.000000 Penalty: 6237.554199
	Iteration 68Q: 3 clusters Score -2.89575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 287342 members 
Entering Unmasked Estep 
Score: -28957484.000000 Penalty: 6237.554199
	Iteration 69Q: 3 clusters Score -2.895748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 287342 members 
Entering Unmasked Estep 
Score: -28957484.000000 Penalty: 6237.554199
	Iteration 70F: 3 clusters Score -2.895748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Entering Unmasked Estep 
Score: -4193633.000000 Penalty: 2636.161377
	Iteration 0F: 2 clusters Score -4193633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -4165426.500000 Penalty: 5272.322754
	Iteration 0F: 3 clusters Score -4165426 nChanged 19013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4176148.500000 Penalty: 5272.322754
	Iteration 1F: 3 clusters Score -4176148 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -4176618.250000 Penalty: 5272.322754
	Iteration 2Q: 3 clusters Score -4176618 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4177112.750000 Penalty: 5272.322754
	Iteration 3Q: 3 clusters Score -4177113 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4177706.250000 Penalty: 5272.322754
	Iteration 4Q: 3 clusters Score -4177706 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -4178493.500000 Penalty: 5272.322754
	Iteration 5Q: 3 clusters Score -4178494 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -4179768.000000 Penalty: 5272.322754
	Iteration 6F: 3 clusters Score -4179768 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -4181628.500000 Penalty: 5272.322754
	Iteration 7F: 3 clusters Score -4181628 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -4184244.500000 Penalty: 5272.322754
	Iteration 8F: 3 clusters Score -4184244 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -4187069.250000 Penalty: 5272.322754
	Iteration 9F: 3 clusters Score -4187069 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4189232.000000 Penalty: 5272.322754
	Iteration 10F: 3 clusters Score -4189232 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4190373.750000 Penalty: 5272.322754
	Iteration 11Q: 3 clusters Score -4190374 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4190832.000000 Penalty: 5272.322754
	Iteration 12Q: 3 clusters Score -4190832 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4191032.000000 Penalty: 5272.322754
	Iteration 13Q: 3 clusters Score -4191032 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4191152.250000 Penalty: 5272.322754
	Iteration 14Q: 3 clusters Score -4191152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4191198.250000 Penalty: 5272.322754
	Iteration 15Q: 3 clusters Score -4191198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4191228.250000 Penalty: 5272.322754
	Iteration 16Q: 3 clusters Score -4191228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4191243.750000 Penalty: 5272.322754
	Iteration 17Q: 3 clusters Score -4191244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4191255.500000 Penalty: 5272.322754
	Iteration 18Q: 3 clusters Score -4191256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4191268.750000 Penalty: 5272.322754
	Iteration 19Q: 3 clusters Score -4191269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4191273.500000 Penalty: 5272.322754
	Iteration 20F: 3 clusters Score -4191274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4191284.250000 Penalty: 5272.322754
	Iteration 21Q: 3 clusters Score -4191284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4191291.250000 Penalty: 5272.322754
	Iteration 22Q: 3 clusters Score -4191291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4191293.750000 Penalty: 5272.322754
	Iteration 23Q: 3 clusters Score -4191294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4191297.750000 Penalty: 5272.322754
	Iteration 24Q: 3 clusters Score -4191298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4191301.500000 Penalty: 5272.322754
	Iteration 25Q: 3 clusters Score -4191302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4191301.500000 Penalty: 5272.322754
	Iteration 26Q: 3 clusters Score -4191302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4191302.750000 Penalty: 5272.322754
	Iteration 27Q: 3 clusters Score -4191303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4191302.750000 Penalty: 5272.322754
	Iteration 28F: 3 clusters Score -4191303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Entering Unmasked Estep 
Score: -1594119.625000 Penalty: 2407.181396
	Iteration 0F: 2 clusters Score -1594120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1582383.500000 Penalty: 4814.362793
	Iteration 0F: 3 clusters Score -1582384 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1586087.625000 Penalty: 4814.362793
	Iteration 1F: 3 clusters Score -1586088 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1586499.000000 Penalty: 4814.362793
	Iteration 2F: 3 clusters Score -1586499 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1586898.750000 Penalty: 4814.362793
	Iteration 3F: 3 clusters Score -1586899 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1587317.000000 Penalty: 4814.362793
	Iteration 4Q: 3 clusters Score -1587317 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1587750.500000 Penalty: 4814.362793
	Iteration 5F: 3 clusters Score -1587750 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1588244.875000 Penalty: 4814.362793
	Iteration 6F: 3 clusters Score -1588245 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1588805.500000 Penalty: 4814.362793
	Iteration 7F: 3 clusters Score -1588806 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1589359.250000 Penalty: 4814.362793
	Iteration 8F: 3 clusters Score -1589359 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1589822.250000 Penalty: 4814.362793
	Iteration 9Q: 3 clusters Score -1589822 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1590193.250000 Penalty: 4814.362793
	Iteration 10Q: 3 clusters Score -1590193 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1590448.750000 Penalty: 4814.362793
	Iteration 11Q: 3 clusters Score -1590449 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1590651.375000 Penalty: 4814.362793
	Iteration 12Q: 3 clusters Score -1590651 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1590783.750000 Penalty: 4814.362793
	Iteration 13Q: 3 clusters Score -1590784 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1590880.000000 Penalty: 4814.362793
	Iteration 14Q: 3 clusters Score -1590880 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1590968.500000 Penalty: 4814.362793
	Iteration 15Q: 3 clusters Score -1590968 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1591063.500000 Penalty: 4814.362793
	Iteration 16Q: 3 clusters Score -1591064 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1591148.500000 Penalty: 4814.362793
	Iteration 17Q: 3 clusters Score -1591148 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1591242.125000 Penalty: 4814.362793
	Iteration 18Q: 3 clusters Score -1591242 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1591334.375000 Penalty: 4814.362793
	Iteration 19Q: 3 clusters Score -1591334 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1591435.750000 Penalty: 4814.362793
	Iteration 20F: 3 clusters Score -1591436 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1591531.125000 Penalty: 4814.362793
	Iteration 21Q: 3 clusters Score -1591531 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1591611.125000 Penalty: 4814.362793
	Iteration 22Q: 3 clusters Score -1591611 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1591675.375000 Penalty: 4814.362793
	Iteration 23Q: 3 clusters Score -1591675 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1591728.875000 Penalty: 4814.362793
	Iteration 24Q: 3 clusters Score -1591729 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1591776.375000 Penalty: 4814.362793
	Iteration 25Q: 3 clusters Score -1591776 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1591813.125000 Penalty: 4814.362793
	Iteration 26Q: 3 clusters Score -1591813 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1591841.125000 Penalty: 4814.362793
	Iteration 27Q: 3 clusters Score -1591841 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1591857.125000 Penalty: 4814.362793
	Iteration 28Q: 3 clusters Score -1591857 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1591875.500000 Penalty: 4814.362793
	Iteration 29Q: 3 clusters Score -1591876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1591885.875000 Penalty: 4814.362793
	Iteration 30Q: 3 clusters Score -1591886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1591904.875000 Penalty: 4814.362793
	Iteration 31Q: 3 clusters Score -1591905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1591923.375000 Penalty: 4814.362793
	Iteration 32Q: 3 clusters Score -1591923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1591936.000000 Penalty: 4814.362793
	Iteration 33Q: 3 clusters Score -1591936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1591943.875000 Penalty: 4814.362793
	Iteration 34Q: 3 clusters Score -1591944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1591949.500000 Penalty: 4814.362793
	Iteration 35Q: 3 clusters Score -1591950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1591973.000000 Penalty: 4814.362793
	Iteration 36Q: 3 clusters Score -1591973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1591982.500000 Penalty: 4814.362793
	Iteration 37Q: 3 clusters Score -1591982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1591993.750000 Penalty: 4814.362793
	Iteration 38Q: 3 clusters Score -1591994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1592004.500000 Penalty: 4814.362793
	Iteration 39Q: 3 clusters Score -1592004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1592007.875000 Penalty: 4814.362793
	Iteration 40F: 3 clusters Score -1592008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1592011.500000 Penalty: 4814.362793
	Iteration 41Q: 3 clusters Score -1592012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1592015.000000 Penalty: 4814.362793
	Iteration 42Q: 3 clusters Score -1592015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1592018.125000 Penalty: 4814.362793
	Iteration 43Q: 3 clusters Score -1592018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1592014.875000 Penalty: 4814.362793
	Iteration 44Q: 3 clusters Score -1592015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1592018.375000 Penalty: 4814.362793
	Iteration 45Q: 3 clusters Score -1592018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1592019.625000 Penalty: 4814.362793
	Iteration 46Q: 3 clusters Score -1592020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1592023.500000 Penalty: 4814.362793
	Iteration 47Q: 3 clusters Score -1592024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1592026.125000 Penalty: 4814.362793
	Iteration 48Q: 3 clusters Score -1592026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1592026.625000 Penalty: 4814.362793
	Iteration 49Q: 3 clusters Score -1592027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1592027.000000 Penalty: 4814.362793
	Iteration 50Q: 3 clusters Score -1592027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1592030.125000 Penalty: 4814.362793
	Iteration 51Q: 3 clusters Score -1592030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1592030.125000 Penalty: 4814.362793
	Iteration 52Q: 3 clusters Score -1592030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1592031.875000 Penalty: 4814.362793
	Iteration 53Q: 3 clusters Score -1592032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1592030.875000 Penalty: 4814.362793
	Iteration 54Q: 3 clusters Score -1592031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1592028.875000 Penalty: 4814.362793
	Iteration 55Q: 3 clusters Score -1592029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1592028.875000 Penalty: 4814.362793
	Iteration 56F: 3 clusters Score -1592029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Entering Unmasked Estep 
Score: -653356.000000 Penalty: 2190.083252
	Iteration 0F: 2 clusters Score -653356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -647714.375000 Penalty: 4380.166504
	Iteration 0F: 3 clusters Score -647714.4 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -649191.250000 Penalty: 4380.166504
	Iteration 1F: 3 clusters Score -649191.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -649538.937500 Penalty: 4380.166504
	Iteration 2F: 3 clusters Score -649538.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -649892.812500 Penalty: 4380.166504
	Iteration 3F: 3 clusters Score -649892.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -650358.500000 Penalty: 4380.166504
	Iteration 4F: 3 clusters Score -650358.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -650996.750000 Penalty: 4380.166504
	Iteration 5F: 3 clusters Score -650996.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -651581.750000 Penalty: 4380.166504
	Iteration 6F: 3 clusters Score -651581.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -652035.750000 Penalty: 4380.166504
	Iteration 7F: 3 clusters Score -652035.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -652351.750000 Penalty: 4380.166504
	Iteration 8F: 3 clusters Score -652351.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -652566.812500 Penalty: 4380.166504
	Iteration 9Q: 3 clusters Score -652566.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -652708.062500 Penalty: 4380.166504
	Iteration 10Q: 3 clusters Score -652708.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -652803.500000 Penalty: 4380.166504
	Iteration 11Q: 3 clusters Score -652803.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -652890.812500 Penalty: 4380.166504
	Iteration 12Q: 3 clusters Score -652890.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -652968.187500 Penalty: 4380.166504
	Iteration 13Q: 3 clusters Score -652968.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -653036.062500 Penalty: 4380.166504
	Iteration 14Q: 3 clusters Score -653036.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -653097.687500 Penalty: 4380.166504
	Iteration 15Q: 3 clusters Score -653097.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -653134.750000 Penalty: 4380.166504
	Iteration 16Q: 3 clusters Score -653134.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -653164.000000 Penalty: 4380.166504
	Iteration 17Q: 3 clusters Score -653164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -653186.875000 Penalty: 4380.166504
	Iteration 18Q: 3 clusters Score -653186.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -653202.500000 Penalty: 4380.166504
	Iteration 19Q: 3 clusters Score -653202.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -653221.250000 Penalty: 4380.166504
	Iteration 20F: 3 clusters Score -653221.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -653232.312500 Penalty: 4380.166504
	Iteration 21Q: 3 clusters Score -653232.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -653243.062500 Penalty: 4380.166504
	Iteration 22Q: 3 clusters Score -653243.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -653250.187500 Penalty: 4380.166504
	Iteration 23Q: 3 clusters Score -653250.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -653257.625000 Penalty: 4380.166504
	Iteration 24Q: 3 clusters Score -653257.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -653258.750000 Penalty: 4380.166504
	Iteration 25Q: 3 clusters Score -653258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -653260.000000 Penalty: 4380.166504
	Iteration 26Q: 3 clusters Score -653260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -653261.437500 Penalty: 4380.166504
	Iteration 27Q: 3 clusters Score -653261.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -653263.437500 Penalty: 4380.166504
	Iteration 28Q: 3 clusters Score -653263.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -653264.625000 Penalty: 4380.166504
	Iteration 29Q: 3 clusters Score -653264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -653263.562500 Penalty: 4380.166504
	Iteration 30Q: 3 clusters Score -653263.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -653265.312500 Penalty: 4380.166504
	Iteration 31Q: 3 clusters Score -653265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -653265.875000 Penalty: 4380.166504
	Iteration 32Q: 3 clusters Score -653265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -653265.875000 Penalty: 4380.166504
	Iteration 33F: 3 clusters Score -653265.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Entering Unmasked Estep 
Score: -1359109.625000 Penalty: 2362.128906
	Iteration 0F: 2 clusters Score -1359110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1349008.750000 Penalty: 4724.257812
	Iteration 0F: 3 clusters Score -1349009 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1352172.875000 Penalty: 4724.257812
	Iteration 1F: 3 clusters Score -1352173 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1352661.375000 Penalty: 4724.257812
	Iteration 2F: 3 clusters Score -1352661 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1353125.625000 Penalty: 4724.257812
	Iteration 3F: 3 clusters Score -1353126 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1353669.875000 Penalty: 4724.257812
	Iteration 4F: 3 clusters Score -1353670 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1354371.250000 Penalty: 4724.257812
	Iteration 5F: 3 clusters Score -1354371 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1355377.625000 Penalty: 4724.257812
	Iteration 6F: 3 clusters Score -1355378 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1356604.750000 Penalty: 4724.257812
	Iteration 7F: 3 clusters Score -1356605 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1357634.125000 Penalty: 4724.257812
	Iteration 8F: 3 clusters Score -1357634 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1358247.625000 Penalty: 4724.257812
	Iteration 9F: 3 clusters Score -1358248 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1358539.875000 Penalty: 4724.257812
	Iteration 10Q: 3 clusters Score -1358540 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1358665.750000 Penalty: 4724.257812
	Iteration 11Q: 3 clusters Score -1358666 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1358713.500000 Penalty: 4724.257812
	Iteration 12Q: 3 clusters Score -1358714 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1358728.000000 Penalty: 4724.257812
	Iteration 13Q: 3 clusters Score -1358728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1358737.500000 Penalty: 4724.257812
	Iteration 14Q: 3 clusters Score -1358738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1358744.125000 Penalty: 4724.257812
	Iteration 15Q: 3 clusters Score -1358744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1358748.125000 Penalty: 4724.257812
	Iteration 16Q: 3 clusters Score -1358748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1358751.125000 Penalty: 4724.257812
	Iteration 17Q: 3 clusters Score -1358751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1358750.875000 Penalty: 4724.257812
	Iteration 18Q: 3 clusters Score -1358751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1358751.375000 Penalty: 4724.257812
	Iteration 19Q: 3 clusters Score -1358751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1358753.625000 Penalty: 4724.257812
	Iteration 20F: 3 clusters Score -1358754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1358751.250000 Penalty: 4724.257812
	Iteration 21Q: 3 clusters Score -1358751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1358751.875000 Penalty: 4724.257812
	Iteration 22Q: 3 clusters Score -1358752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1358751.125000 Penalty: 4724.257812
	Iteration 23Q: 3 clusters Score -1358751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1358752.250000 Penalty: 4724.257812
	Iteration 24Q: 3 clusters Score -1358752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1358755.750000 Penalty: 4724.257812
	Iteration 25Q: 3 clusters Score -1358756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1358755.000000 Penalty: 4724.257812
	Iteration 26Q: 3 clusters Score -1358755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1358754.750000 Penalty: 4724.257812
	Iteration 27Q: 3 clusters Score -1358755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1358758.500000 Penalty: 4724.257812
	Iteration 28Q: 3 clusters Score -1358758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1358760.000000 Penalty: 4724.257812
	Iteration 29Q: 3 clusters Score -1358760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1358756.875000 Penalty: 4724.257812
	Iteration 30Q: 3 clusters Score -1358757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1358755.125000 Penalty: 4724.257812
	Iteration 31Q: 3 clusters Score -1358755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1358757.250000 Penalty: 4724.257812
	Iteration 32Q: 3 clusters Score -1358757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1358757.250000 Penalty: 4724.257812
	Iteration 33F: 3 clusters Score -1358757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (193374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193374 members 
Entering Unmasked Estep 
Score: -19508228.000000 Penalty: 3018.750488
	Iteration 0F: 2 clusters Score -1.950823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96919 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -19379092.000000 Penalty: 6037.500977
	Iteration 0F: 3 clusters Score -1.937909e+07 nChanged 92705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101310 members 
Mstep: Class 2 contains 92064 members 
Entering Unmasked Estep 
Score: -19432882.000000 Penalty: 6037.500977
	Iteration 1F: 3 clusters Score -1.943288e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104091 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -19434094.000000 Penalty: 6037.500977
	Iteration 2Q: 3 clusters Score -1.943409e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108360 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -19435638.000000 Penalty: 6037.500977
	Iteration 3Q: 3 clusters Score -1.943564e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114787 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -19438248.000000 Penalty: 6037.500977
	Iteration 4Q: 3 clusters Score -1.943825e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124549 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -19443306.000000 Penalty: 6037.500977
	Iteration 5F: 3 clusters Score -1.944331e+07 nChanged 13671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138152 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -19452442.000000 Penalty: 6037.500977
	Iteration 6F: 3 clusters Score -1.945244e+07 nChanged 17219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155361 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -19467430.000000 Penalty: 6037.500977
	Iteration 7F: 3 clusters Score -1.946743e+07 nChanged 17602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172961 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -19484858.000000 Penalty: 6037.500977
	Iteration 8F: 3 clusters Score -1.948486e+07 nChanged 12827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185788 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -19497966.000000 Penalty: 6037.500977
	Iteration 9F: 3 clusters Score -1.949797e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191376 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -19503618.000000 Penalty: 6037.500977
	Iteration 10Q: 3 clusters Score -1.950362e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192798 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -19505024.000000 Penalty: 6037.500977
	Iteration 11Q: 3 clusters Score -1.950502e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193073 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19505342.000000 Penalty: 6037.500977
	Iteration 12Q: 3 clusters Score -1.950534e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193135 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19505460.000000 Penalty: 6037.500977
	Iteration 13Q: 3 clusters Score -1.950546e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193157 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19505512.000000 Penalty: 6037.500977
	Iteration 14Q: 3 clusters Score -1.950551e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193167 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19505550.000000 Penalty: 6037.500977
	Iteration 15Q: 3 clusters Score -1.950555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193169 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19505550.000000 Penalty: 6037.500977
	Iteration 16Q: 3 clusters Score -1.950555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193172 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19505556.000000 Penalty: 6037.500977
	Iteration 17Q: 3 clusters Score -1.950556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193172 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19505574.000000 Penalty: 6037.500977
	Iteration 18Q: 3 clusters Score -1.950557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193172 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19505612.000000 Penalty: 6037.500977
	Iteration 19Q: 3 clusters Score -1.950561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193176 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19505598.000000 Penalty: 6037.500977
	Iteration 20F: 3 clusters Score -1.95056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193175 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19505598.000000 Penalty: 6037.500977
	Iteration 21Q: 3 clusters Score -1.95056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193174 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19505596.000000 Penalty: 6037.500977
	Iteration 22Q: 3 clusters Score -1.95056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193174 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19505596.000000 Penalty: 6037.500977
	Iteration 23F: 3 clusters Score -1.95056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Entering Unmasked Estep 
Score: -416673.375000 Penalty: 2078.807861
	Iteration 0F: 2 clusters Score -416673.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -412605.281250 Penalty: 4157.615723
	Iteration 0F: 3 clusters Score -412605.3 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -413554.156250 Penalty: 4157.615723
	Iteration 1F: 3 clusters Score -413554.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -413853.125000 Penalty: 4157.615723
	Iteration 2F: 3 clusters Score -413853.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -414052.968750 Penalty: 4157.615723
	Iteration 3F: 3 clusters Score -414053 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -414190.156250 Penalty: 4157.615723
	Iteration 4Q: 3 clusters Score -414190.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -414320.687500 Penalty: 4157.615723
	Iteration 5Q: 3 clusters Score -414320.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -414450.968750 Penalty: 4157.615723
	Iteration 6Q: 3 clusters Score -414451 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -414583.062500 Penalty: 4157.615723
	Iteration 7Q: 3 clusters Score -414583.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -414719.062500 Penalty: 4157.615723
	Iteration 8Q: 3 clusters Score -414719.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -414905.718750 Penalty: 4157.615723
	Iteration 9Q: 3 clusters Score -414905.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -415085.531250 Penalty: 4157.615723
	Iteration 10Q: 3 clusters Score -415085.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -415234.125000 Penalty: 4157.615723
	Iteration 11Q: 3 clusters Score -415234.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -415356.562500 Penalty: 4157.615723
	Iteration 12Q: 3 clusters Score -415356.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -415455.312500 Penalty: 4157.615723
	Iteration 13Q: 3 clusters Score -415455.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -415531.718750 Penalty: 4157.615723
	Iteration 14Q: 3 clusters Score -415531.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -415574.093750 Penalty: 4157.615723
	Iteration 15Q: 3 clusters Score -415574.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -415603.187500 Penalty: 4157.615723
	Iteration 16Q: 3 clusters Score -415603.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -415630.718750 Penalty: 4157.615723
	Iteration 17Q: 3 clusters Score -415630.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -415655.718750 Penalty: 4157.615723
	Iteration 18Q: 3 clusters Score -415655.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -415671.687500 Penalty: 4157.615723
	Iteration 19Q: 3 clusters Score -415671.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -415680.218750 Penalty: 4157.615723
	Iteration 20F: 3 clusters Score -415680.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -415688.218750 Penalty: 4157.615723
	Iteration 21Q: 3 clusters Score -415688.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -415688.218750 Penalty: 4157.615723
	Iteration 22Q: 3 clusters Score -415688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -415688.406250 Penalty: 4157.615723
	Iteration 23Q: 3 clusters Score -415688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -415689.281250 Penalty: 4157.615723
	Iteration 24Q: 3 clusters Score -415689.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -415690.937500 Penalty: 4157.615723
	Iteration 25Q: 3 clusters Score -415690.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -415693.937500 Penalty: 4157.615723
	Iteration 26Q: 3 clusters Score -415693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -415695.562500 Penalty: 4157.615723
	Iteration 27Q: 3 clusters Score -415695.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -415695.343750 Penalty: 4157.615723
	Iteration 28Q: 3 clusters Score -415695.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -415695.343750 Penalty: 4157.615723
	Iteration 29F: 3 clusters Score -415695.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Entering Unmasked Estep 
Score: -682587.250000 Penalty: 2205.128906
	Iteration 0F: 2 clusters Score -682587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -676598.125000 Penalty: 4410.257812
	Iteration 0F: 3 clusters Score -676598.1 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -678216.500000 Penalty: 4410.257812
	Iteration 1F: 3 clusters Score -678216.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -678498.937500 Penalty: 4410.257812
	Iteration 2F: 3 clusters Score -678498.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -678714.750000 Penalty: 4410.257812
	Iteration 3F: 3 clusters Score -678714.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -678908.875000 Penalty: 4410.257812
	Iteration 4Q: 3 clusters Score -678908.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -679051.250000 Penalty: 4410.257812
	Iteration 5Q: 3 clusters Score -679051.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -679178.375000 Penalty: 4410.257812
	Iteration 6Q: 3 clusters Score -679178.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -679330.937500 Penalty: 4410.257812
	Iteration 7Q: 3 clusters Score -679330.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -679451.125000 Penalty: 4410.257812
	Iteration 8Q: 3 clusters Score -679451.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -679579.375000 Penalty: 4410.257812
	Iteration 9Q: 3 clusters Score -679579.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -679702.625000 Penalty: 4410.257812
	Iteration 10Q: 3 clusters Score -679702.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -679813.500000 Penalty: 4410.257812
	Iteration 11Q: 3 clusters Score -679813.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -679923.812500 Penalty: 4410.257812
	Iteration 12Q: 3 clusters Score -679923.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -680018.875000 Penalty: 4410.257812
	Iteration 13Q: 3 clusters Score -680018.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -680117.625000 Penalty: 4410.257812
	Iteration 14Q: 3 clusters Score -680117.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -680215.125000 Penalty: 4410.257812
	Iteration 15Q: 3 clusters Score -680215.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -680306.625000 Penalty: 4410.257812
	Iteration 16Q: 3 clusters Score -680306.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -680387.437500 Penalty: 4410.257812
	Iteration 17Q: 3 clusters Score -680387.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -680468.375000 Penalty: 4410.257812
	Iteration 18Q: 3 clusters Score -680468.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -680548.500000 Penalty: 4410.257812
	Iteration 19Q: 3 clusters Score -680548.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -680609.125000 Penalty: 4410.257812
	Iteration 20F: 3 clusters Score -680609.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -680664.812500 Penalty: 4410.257812
	Iteration 21Q: 3 clusters Score -680664.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -680711.062500 Penalty: 4410.257812
	Iteration 22Q: 3 clusters Score -680711.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -680760.812500 Penalty: 4410.257812
	Iteration 23Q: 3 clusters Score -680760.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -680809.562500 Penalty: 4410.257812
	Iteration 24Q: 3 clusters Score -680809.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -680843.437500 Penalty: 4410.257812
	Iteration 25Q: 3 clusters Score -680843.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -680874.687500 Penalty: 4410.257812
	Iteration 26Q: 3 clusters Score -680874.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -680899.250000 Penalty: 4410.257812
	Iteration 27Q: 3 clusters Score -680899.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -680918.875000 Penalty: 4410.257812
	Iteration 28Q: 3 clusters Score -680918.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -680933.062500 Penalty: 4410.257812
	Iteration 29Q: 3 clusters Score -680933.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -680944.875000 Penalty: 4410.257812
	Iteration 30Q: 3 clusters Score -680944.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -680952.750000 Penalty: 4410.257812
	Iteration 31Q: 3 clusters Score -680952.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -680963.312500 Penalty: 4410.257812
	Iteration 32Q: 3 clusters Score -680963.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -680975.437500 Penalty: 4410.257812
	Iteration 33Q: 3 clusters Score -680975.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -680992.562500 Penalty: 4410.257812
	Iteration 34Q: 3 clusters Score -680992.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -681005.125000 Penalty: 4410.257812
	Iteration 35Q: 3 clusters Score -681005.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -681015.937500 Penalty: 4410.257812
	Iteration 36Q: 3 clusters Score -681015.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -681024.625000 Penalty: 4410.257812
	Iteration 37Q: 3 clusters Score -681024.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -681030.125000 Penalty: 4410.257812
	Iteration 38Q: 3 clusters Score -681030.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -681036.375000 Penalty: 4410.257812
	Iteration 39Q: 3 clusters Score -681036.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -681039.562500 Penalty: 4410.257812
	Iteration 40F: 3 clusters Score -681039.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -681042.812500 Penalty: 4410.257812
	Iteration 41Q: 3 clusters Score -681042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -681046.312500 Penalty: 4410.257812
	Iteration 42Q: 3 clusters Score -681046.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -681049.312500 Penalty: 4410.257812
	Iteration 43Q: 3 clusters Score -681049.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -681050.000000 Penalty: 4410.257812
	Iteration 44Q: 3 clusters Score -681050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -681055.437500 Penalty: 4410.257812
	Iteration 45Q: 3 clusters Score -681055.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -681057.937500 Penalty: 4410.257812
	Iteration 46Q: 3 clusters Score -681057.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -681060.687500 Penalty: 4410.257812
	Iteration 47Q: 3 clusters Score -681060.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -681064.562500 Penalty: 4410.257812
	Iteration 48Q: 3 clusters Score -681064.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -681066.312500 Penalty: 4410.257812
	Iteration 49Q: 3 clusters Score -681066.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -681068.812500 Penalty: 4410.257812
	Iteration 50Q: 3 clusters Score -681068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -681071.250000 Penalty: 4410.257812
	Iteration 51Q: 3 clusters Score -681071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -681073.125000 Penalty: 4410.257812
	Iteration 52Q: 3 clusters Score -681073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -681072.875000 Penalty: 4410.257812
	Iteration 53Q: 3 clusters Score -681072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -681073.375000 Penalty: 4410.257812
	Iteration 54Q: 3 clusters Score -681073.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -681073.375000 Penalty: 4410.257812
	Iteration 55F: 3 clusters Score -681073.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (41128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Entering Unmasked Estep 
Score: -4065173.250000 Penalty: 2634.862061
	Iteration 0F: 2 clusters Score -4065173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -4037158.000000 Penalty: 5269.724121
	Iteration 0F: 3 clusters Score -4037158 nChanged 18809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -4047746.500000 Penalty: 5269.724121
	Iteration 1F: 3 clusters Score -4047746 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -4048435.000000 Penalty: 5269.724121
	Iteration 2Q: 3 clusters Score -4048435 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -4049251.250000 Penalty: 5269.724121
	Iteration 3Q: 3 clusters Score -4049251 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -4050338.000000 Penalty: 5269.724121
	Iteration 4F: 3 clusters Score -4050338 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4051637.250000 Penalty: 5269.724121
	Iteration 5F: 3 clusters Score -4051637 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -4053244.750000 Penalty: 5269.724121
	Iteration 6F: 3 clusters Score -4053245 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -4055087.500000 Penalty: 5269.724121
	Iteration 7F: 3 clusters Score -4055088 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -4056864.000000 Penalty: 5269.724121
	Iteration 8F: 3 clusters Score -4056864 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -4058470.750000 Penalty: 5269.724121
	Iteration 9F: 3 clusters Score -4058471 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4059761.750000 Penalty: 5269.724121
	Iteration 10Q: 3 clusters Score -4059762 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -4060808.500000 Penalty: 5269.724121
	Iteration 11Q: 3 clusters Score -4060808 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4061583.000000 Penalty: 5269.724121
	Iteration 12Q: 3 clusters Score -4061583 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4062054.500000 Penalty: 5269.724121
	Iteration 13Q: 3 clusters Score -4062054 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4062330.250000 Penalty: 5269.724121
	Iteration 14Q: 3 clusters Score -4062330 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4062523.750000 Penalty: 5269.724121
	Iteration 15Q: 3 clusters Score -4062524 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4062658.500000 Penalty: 5269.724121
	Iteration 16Q: 3 clusters Score -4062658 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4062745.000000 Penalty: 5269.724121
	Iteration 17Q: 3 clusters Score -4062745 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4062804.750000 Penalty: 5269.724121
	Iteration 18Q: 3 clusters Score -4062805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4062849.250000 Penalty: 5269.724121
	Iteration 19Q: 3 clusters Score -4062849 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4062896.000000 Penalty: 5269.724121
	Iteration 20F: 3 clusters Score -4062896 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4062934.250000 Penalty: 5269.724121
	Iteration 21Q: 3 clusters Score -4062934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4062954.250000 Penalty: 5269.724121
	Iteration 22Q: 3 clusters Score -4062954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4062971.250000 Penalty: 5269.724121
	Iteration 23Q: 3 clusters Score -4062971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4062977.750000 Penalty: 5269.724121
	Iteration 24Q: 3 clusters Score -4062978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4062987.250000 Penalty: 5269.724121
	Iteration 25Q: 3 clusters Score -4062987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4062991.750000 Penalty: 5269.724121
	Iteration 26Q: 3 clusters Score -4062992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4062989.500000 Penalty: 5269.724121
	Iteration 27Q: 3 clusters Score -4062990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4062991.500000 Penalty: 5269.724121
	Iteration 28Q: 3 clusters Score -4062992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4062995.750000 Penalty: 5269.724121
	Iteration 29Q: 3 clusters Score -4062996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4063001.250000 Penalty: 5269.724121
	Iteration 30Q: 3 clusters Score -4063001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4063000.250000 Penalty: 5269.724121
	Iteration 31Q: 3 clusters Score -4063000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4063002.000000 Penalty: 5269.724121
	Iteration 32Q: 3 clusters Score -4063002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4063006.500000 Penalty: 5269.724121
	Iteration 33Q: 3 clusters Score -4063006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4063001.500000 Penalty: 5269.724121
	Iteration 34Q: 3 clusters Score -4063002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4063006.250000 Penalty: 5269.724121
	Iteration 35Q: 3 clusters Score -4063006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4063009.750000 Penalty: 5269.724121
	Iteration 36Q: 3 clusters Score -4063010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4063016.500000 Penalty: 5269.724121
	Iteration 37Q: 3 clusters Score -4063016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4063019.500000 Penalty: 5269.724121
	Iteration 38Q: 3 clusters Score -4063020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4063020.250000 Penalty: 5269.724121
	Iteration 39Q: 3 clusters Score -4063020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4063029.000000 Penalty: 5269.724121
	Iteration 40F: 3 clusters Score -4063029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4063037.000000 Penalty: 5269.724121
	Iteration 41Q: 3 clusters Score -4063037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4063037.500000 Penalty: 5269.724121
	Iteration 42Q: 3 clusters Score -4063038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4063045.750000 Penalty: 5269.724121
	Iteration 43Q: 3 clusters Score -4063046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4063043.000000 Penalty: 5269.724121
	Iteration 44Q: 3 clusters Score -4063043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4063050.000000 Penalty: 5269.724121
	Iteration 45Q: 3 clusters Score -4063050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4063047.500000 Penalty: 5269.724121
	Iteration 46Q: 3 clusters Score -4063048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4063048.500000 Penalty: 5269.724121
	Iteration 47Q: 3 clusters Score -4063048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4063049.750000 Penalty: 5269.724121
	Iteration 48Q: 3 clusters Score -4063050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4063055.750000 Penalty: 5269.724121
	Iteration 49Q: 3 clusters Score -4063056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4063056.500000 Penalty: 5269.724121
	Iteration 50Q: 3 clusters Score -4063056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4063056.000000 Penalty: 5269.724121
	Iteration 51Q: 3 clusters Score -4063056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4063056.000000 Penalty: 5269.724121
	Iteration 52F: 3 clusters Score -4063056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Entering Unmasked Estep 
Score: -2037265.250000 Penalty: 2463.467529
	Iteration 0F: 2 clusters Score -2037265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2022845.250000 Penalty: 4926.935059
	Iteration 0F: 3 clusters Score -2022845 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2027727.625000 Penalty: 4926.935059
	Iteration 1F: 3 clusters Score -2027728 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2028287.125000 Penalty: 4926.935059
	Iteration 2F: 3 clusters Score -2028287 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2028892.000000 Penalty: 4926.935059
	Iteration 3F: 3 clusters Score -2028892 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2029504.125000 Penalty: 4926.935059
	Iteration 4F: 3 clusters Score -2029504 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2030043.750000 Penalty: 4926.935059
	Iteration 5F: 3 clusters Score -2030044 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2030511.500000 Penalty: 4926.935059
	Iteration 6Q: 3 clusters Score -2030512 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2030906.750000 Penalty: 4926.935059
	Iteration 7Q: 3 clusters Score -2030907 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2031238.625000 Penalty: 4926.935059
	Iteration 8Q: 3 clusters Score -2031239 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2031532.750000 Penalty: 4926.935059
	Iteration 9Q: 3 clusters Score -2031533 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2031764.625000 Penalty: 4926.935059
	Iteration 10Q: 3 clusters Score -2031765 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2031953.250000 Penalty: 4926.935059
	Iteration 11Q: 3 clusters Score -2031953 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2032126.125000 Penalty: 4926.935059
	Iteration 12Q: 3 clusters Score -2032126 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2032298.875000 Penalty: 4926.935059
	Iteration 13Q: 3 clusters Score -2032299 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2032475.125000 Penalty: 4926.935059
	Iteration 14Q: 3 clusters Score -2032475 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2032664.250000 Penalty: 4926.935059
	Iteration 15Q: 3 clusters Score -2032664 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2032863.250000 Penalty: 4926.935059
	Iteration 16Q: 3 clusters Score -2032863 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2033080.000000 Penalty: 4926.935059
	Iteration 17Q: 3 clusters Score -2033080 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2033313.875000 Penalty: 4926.935059
	Iteration 18Q: 3 clusters Score -2033314 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2033531.875000 Penalty: 4926.935059
	Iteration 19Q: 3 clusters Score -2033532 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2033758.500000 Penalty: 4926.935059
	Iteration 20F: 3 clusters Score -2033758 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2033993.875000 Penalty: 4926.935059
	Iteration 21Q: 3 clusters Score -2033994 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2034229.875000 Penalty: 4926.935059
	Iteration 22Q: 3 clusters Score -2034230 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2034479.125000 Penalty: 4926.935059
	Iteration 23Q: 3 clusters Score -2034479 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2034728.000000 Penalty: 4926.935059
	Iteration 24Q: 3 clusters Score -2034728 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2034990.625000 Penalty: 4926.935059
	Iteration 25Q: 3 clusters Score -2034991 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2035197.375000 Penalty: 4926.935059
	Iteration 26Q: 3 clusters Score -2035197 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2035383.000000 Penalty: 4926.935059
	Iteration 27Q: 3 clusters Score -2035383 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2035530.250000 Penalty: 4926.935059
	Iteration 28Q: 3 clusters Score -2035530 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2035641.750000 Penalty: 4926.935059
	Iteration 29Q: 3 clusters Score -2035642 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2035717.375000 Penalty: 4926.935059
	Iteration 30Q: 3 clusters Score -2035717 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2035780.875000 Penalty: 4926.935059
	Iteration 31Q: 3 clusters Score -2035781 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2035815.125000 Penalty: 4926.935059
	Iteration 32Q: 3 clusters Score -2035815 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2035841.375000 Penalty: 4926.935059
	Iteration 33Q: 3 clusters Score -2035841 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2035861.000000 Penalty: 4926.935059
	Iteration 34Q: 3 clusters Score -2035861 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2035886.000000 Penalty: 4926.935059
	Iteration 35Q: 3 clusters Score -2035886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2035915.500000 Penalty: 4926.935059
	Iteration 36Q: 3 clusters Score -2035916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2035930.875000 Penalty: 4926.935059
	Iteration 37Q: 3 clusters Score -2035931 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2035963.625000 Penalty: 4926.935059
	Iteration 38Q: 3 clusters Score -2035964 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2035985.875000 Penalty: 4926.935059
	Iteration 39Q: 3 clusters Score -2035986 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2036015.125000 Penalty: 4926.935059
	Iteration 40F: 3 clusters Score -2036015 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2036041.500000 Penalty: 4926.935059
	Iteration 41Q: 3 clusters Score -2036042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2036064.125000 Penalty: 4926.935059
	Iteration 42Q: 3 clusters Score -2036064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2036098.750000 Penalty: 4926.935059
	Iteration 43Q: 3 clusters Score -2036099 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2036129.625000 Penalty: 4926.935059
	Iteration 44Q: 3 clusters Score -2036130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2036153.750000 Penalty: 4926.935059
	Iteration 45Q: 3 clusters Score -2036154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2036168.750000 Penalty: 4926.935059
	Iteration 46Q: 3 clusters Score -2036169 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2036179.625000 Penalty: 4926.935059
	Iteration 47Q: 3 clusters Score -2036180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2036178.375000 Penalty: 4926.935059
	Iteration 48Q: 3 clusters Score -2036178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2036186.000000 Penalty: 4926.935059
	Iteration 49Q: 3 clusters Score -2036186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2036193.125000 Penalty: 4926.935059
	Iteration 50Q: 3 clusters Score -2036193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2036198.125000 Penalty: 4926.935059
	Iteration 51Q: 3 clusters Score -2036198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2036198.375000 Penalty: 4926.935059
	Iteration 52Q: 3 clusters Score -2036198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2036207.375000 Penalty: 4926.935059
	Iteration 53Q: 3 clusters Score -2036207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2036216.750000 Penalty: 4926.935059
	Iteration 54Q: 3 clusters Score -2036217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2036224.375000 Penalty: 4926.935059
	Iteration 55Q: 3 clusters Score -2036224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2036240.250000 Penalty: 4926.935059
	Iteration 56Q: 3 clusters Score -2036240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2036244.125000 Penalty: 4926.935059
	Iteration 57Q: 3 clusters Score -2036244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2036253.875000 Penalty: 4926.935059
	Iteration 58Q: 3 clusters Score -2036254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2036259.375000 Penalty: 4926.935059
	Iteration 59Q: 3 clusters Score -2036259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2036261.750000 Penalty: 4926.935059
	Iteration 60F: 3 clusters Score -2036262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2036263.250000 Penalty: 4926.935059
	Iteration 61Q: 3 clusters Score -2036263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2036268.750000 Penalty: 4926.935059
	Iteration 62Q: 3 clusters Score -2036269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2036276.125000 Penalty: 4926.935059
	Iteration 63Q: 3 clusters Score -2036276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2036273.375000 Penalty: 4926.935059
	Iteration 64Q: 3 clusters Score -2036273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2036276.000000 Penalty: 4926.935059
	Iteration 65Q: 3 clusters Score -2036276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2036281.375000 Penalty: 4926.935059
	Iteration 66Q: 3 clusters Score -2036281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2036280.000000 Penalty: 4926.935059
	Iteration 67Q: 3 clusters Score -2036280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2036282.125000 Penalty: 4926.935059
	Iteration 68Q: 3 clusters Score -2036282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2036284.625000 Penalty: 4926.935059
	Iteration 69Q: 3 clusters Score -2036285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2036289.625000 Penalty: 4926.935059
	Iteration 70Q: 3 clusters Score -2036290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2036294.500000 Penalty: 4926.935059
	Iteration 71Q: 3 clusters Score -2036294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2036295.500000 Penalty: 4926.935059
	Iteration 72Q: 3 clusters Score -2036296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2036294.250000 Penalty: 4926.935059
	Iteration 73Q: 3 clusters Score -2036294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2036295.250000 Penalty: 4926.935059
	Iteration 74Q: 3 clusters Score -2036295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2036298.500000 Penalty: 4926.935059
	Iteration 75Q: 3 clusters Score -2036298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2036296.500000 Penalty: 4926.935059
	Iteration 76Q: 3 clusters Score -2036296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2036296.500000 Penalty: 4926.935059
	Iteration 77F: 3 clusters Score -2036296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Entering Unmasked Estep 
Score: -1082569.500000 Penalty: 2309.911621
	Iteration 0F: 2 clusters Score -1082570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1074192.375000 Penalty: 4619.823242
	Iteration 0F: 3 clusters Score -1074192 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1076671.875000 Penalty: 4619.823242
	Iteration 1F: 3 clusters Score -1076672 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1076969.875000 Penalty: 4619.823242
	Iteration 2F: 3 clusters Score -1076970 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1077182.875000 Penalty: 4619.823242
	Iteration 3Q: 3 clusters Score -1077183 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1077339.250000 Penalty: 4619.823242
	Iteration 4Q: 3 clusters Score -1077339 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1077446.125000 Penalty: 4619.823242
	Iteration 5Q: 3 clusters Score -1077446 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1077553.375000 Penalty: 4619.823242
	Iteration 6Q: 3 clusters Score -1077553 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1077642.750000 Penalty: 4619.823242
	Iteration 7Q: 3 clusters Score -1077643 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1077712.000000 Penalty: 4619.823242
	Iteration 8Q: 3 clusters Score -1077712 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1077773.625000 Penalty: 4619.823242
	Iteration 9Q: 3 clusters Score -1077774 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1077829.750000 Penalty: 4619.823242
	Iteration 10Q: 3 clusters Score -1077830 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1077880.500000 Penalty: 4619.823242
	Iteration 11Q: 3 clusters Score -1077880 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1077947.625000 Penalty: 4619.823242
	Iteration 12Q: 3 clusters Score -1077948 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1078016.125000 Penalty: 4619.823242
	Iteration 13Q: 3 clusters Score -1078016 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1078102.500000 Penalty: 4619.823242
	Iteration 14Q: 3 clusters Score -1078102 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1078189.250000 Penalty: 4619.823242
	Iteration 15Q: 3 clusters Score -1078189 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1078304.125000 Penalty: 4619.823242
	Iteration 16Q: 3 clusters Score -1078304 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1078432.625000 Penalty: 4619.823242
	Iteration 17Q: 3 clusters Score -1078433 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1078554.000000 Penalty: 4619.823242
	Iteration 18Q: 3 clusters Score -1078554 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1078729.875000 Penalty: 4619.823242
	Iteration 19Q: 3 clusters Score -1078730 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1078911.250000 Penalty: 4619.823242
	Iteration 20F: 3 clusters Score -1078911 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1079108.625000 Penalty: 4619.823242
	Iteration 21Q: 3 clusters Score -1079109 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1079298.875000 Penalty: 4619.823242
	Iteration 22Q: 3 clusters Score -1079299 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1079470.125000 Penalty: 4619.823242
	Iteration 23Q: 3 clusters Score -1079470 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1079641.375000 Penalty: 4619.823242
	Iteration 24Q: 3 clusters Score -1079641 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1079810.375000 Penalty: 4619.823242
	Iteration 25Q: 3 clusters Score -1079810 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1079991.125000 Penalty: 4619.823242
	Iteration 26Q: 3 clusters Score -1079991 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1080178.000000 Penalty: 4619.823242
	Iteration 27Q: 3 clusters Score -1080178 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1080315.375000 Penalty: 4619.823242
	Iteration 28Q: 3 clusters Score -1080315 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1080416.000000 Penalty: 4619.823242
	Iteration 29Q: 3 clusters Score -1080416 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1080478.000000 Penalty: 4619.823242
	Iteration 30Q: 3 clusters Score -1080478 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1080524.250000 Penalty: 4619.823242
	Iteration 31Q: 3 clusters Score -1080524 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1080554.125000 Penalty: 4619.823242
	Iteration 32Q: 3 clusters Score -1080554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1080574.500000 Penalty: 4619.823242
	Iteration 33Q: 3 clusters Score -1080574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1080592.750000 Penalty: 4619.823242
	Iteration 34Q: 3 clusters Score -1080593 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1080607.250000 Penalty: 4619.823242
	Iteration 35Q: 3 clusters Score -1080607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1080618.125000 Penalty: 4619.823242
	Iteration 36Q: 3 clusters Score -1080618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1080622.375000 Penalty: 4619.823242
	Iteration 37Q: 3 clusters Score -1080622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1080633.625000 Penalty: 4619.823242
	Iteration 38Q: 3 clusters Score -1080634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1080639.625000 Penalty: 4619.823242
	Iteration 39Q: 3 clusters Score -1080640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1080644.125000 Penalty: 4619.823242
	Iteration 40F: 3 clusters Score -1080644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1080652.000000 Penalty: 4619.823242
	Iteration 41Q: 3 clusters Score -1080652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1080660.625000 Penalty: 4619.823242
	Iteration 42Q: 3 clusters Score -1080661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1080665.625000 Penalty: 4619.823242
	Iteration 43Q: 3 clusters Score -1080666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1080672.375000 Penalty: 4619.823242
	Iteration 44Q: 3 clusters Score -1080672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1080680.375000 Penalty: 4619.823242
	Iteration 45Q: 3 clusters Score -1080680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1080683.750000 Penalty: 4619.823242
	Iteration 46Q: 3 clusters Score -1080684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1080687.000000 Penalty: 4619.823242
	Iteration 47Q: 3 clusters Score -1080687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1080687.000000 Penalty: 4619.823242
	Iteration 48Q: 3 clusters Score -1080687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1080684.125000 Penalty: 4619.823242
	Iteration 49Q: 3 clusters Score -1080684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1080686.375000 Penalty: 4619.823242
	Iteration 50Q: 3 clusters Score -1080686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1080687.375000 Penalty: 4619.823242
	Iteration 51Q: 3 clusters Score -1080687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1080687.375000 Penalty: 4619.823242
	Iteration 52F: 3 clusters Score -1080687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (66957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Entering Unmasked Estep 
Score: -6804951.000000 Penalty: 2755.727783
	Iteration 0F: 2 clusters Score -6804951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -6760219.000000 Penalty: 5511.455566
	Iteration 0F: 3 clusters Score -6760219 nChanged 31230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -6777495.000000 Penalty: 5511.455566
	Iteration 1F: 3 clusters Score -6777495 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -6778043.000000 Penalty: 5511.455566
	Iteration 2Q: 3 clusters Score -6778043 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -6778483.500000 Penalty: 5511.455566
	Iteration 3Q: 3 clusters Score -6778484 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -6778981.500000 Penalty: 5511.455566
	Iteration 4Q: 3 clusters Score -6778982 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -6779556.500000 Penalty: 5511.455566
	Iteration 5Q: 3 clusters Score -6779556 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -6780284.000000 Penalty: 5511.455566
	Iteration 6Q: 3 clusters Score -6780284 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -6781363.000000 Penalty: 5511.455566
	Iteration 7Q: 3 clusters Score -6781363 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -6783063.000000 Penalty: 5511.455566
	Iteration 8F: 3 clusters Score -6783063 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -6785800.000000 Penalty: 5511.455566
	Iteration 9F: 3 clusters Score -6785800 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -6789695.500000 Penalty: 5511.455566
	Iteration 10F: 3 clusters Score -6789696 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 57595 members 
Entering Unmasked Estep 
Score: -6794242.500000 Penalty: 5511.455566
	Iteration 11F: 3 clusters Score -6794242 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -6798109.500000 Penalty: 5511.455566
	Iteration 12F: 3 clusters Score -6798110 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 64252 members 
Entering Unmasked Estep 
Score: -6800406.500000 Penalty: 5511.455566
	Iteration 13Q: 3 clusters Score -6800406 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -6801545.500000 Penalty: 5511.455566
	Iteration 14Q: 3 clusters Score -6801546 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -6802066.500000 Penalty: 5511.455566
	Iteration 15Q: 3 clusters Score -6802066 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -6802316.500000 Penalty: 5511.455566
	Iteration 16Q: 3 clusters Score -6802316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 66449 members 
Entering Unmasked Estep 
Score: -6802452.500000 Penalty: 5511.455566
	Iteration 17Q: 3 clusters Score -6802452 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -6802496.500000 Penalty: 5511.455566
	Iteration 18Q: 3 clusters Score -6802496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -6802531.500000 Penalty: 5511.455566
	Iteration 19Q: 3 clusters Score -6802532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 66537 members 
Entering Unmasked Estep 
Score: -6802542.500000 Penalty: 5511.455566
	Iteration 20F: 3 clusters Score -6802542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 66547 members 
Entering Unmasked Estep 
Score: -6802551.500000 Penalty: 5511.455566
	Iteration 21Q: 3 clusters Score -6802552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 66554 members 
Entering Unmasked Estep 
Score: -6802568.000000 Penalty: 5511.455566
	Iteration 22Q: 3 clusters Score -6802568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -6802578.000000 Penalty: 5511.455566
	Iteration 23Q: 3 clusters Score -6802578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -6802578.000000 Penalty: 5511.455566
	Iteration 24Q: 3 clusters Score -6802578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -6802581.500000 Penalty: 5511.455566
	Iteration 25Q: 3 clusters Score -6802582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -6802581.000000 Penalty: 5511.455566
	Iteration 26Q: 3 clusters Score -6802581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -6802581.000000 Penalty: 5511.455566
	Iteration 27Q: 3 clusters Score -6802581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -6802585.500000 Penalty: 5511.455566
	Iteration 28Q: 3 clusters Score -6802586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -6802586.500000 Penalty: 5511.455566
	Iteration 29Q: 3 clusters Score -6802586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -6802589.000000 Penalty: 5511.455566
	Iteration 30Q: 3 clusters Score -6802589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -6802594.000000 Penalty: 5511.455566
	Iteration 31Q: 3 clusters Score -6802594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -6802595.000000 Penalty: 5511.455566
	Iteration 32Q: 3 clusters Score -6802595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -6802590.500000 Penalty: 5511.455566
	Iteration 33Q: 3 clusters Score -6802590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -6802590.000000 Penalty: 5511.455566
	Iteration 34Q: 3 clusters Score -6802590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -6802593.000000 Penalty: 5511.455566
	Iteration 35Q: 3 clusters Score -6802593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -6802593.000000 Penalty: 5511.455566
	Iteration 36F: 3 clusters Score -6802593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -119599.398438 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -119599.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -117623.812500 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -117623.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -118178.734375 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -118178.7 nChanged 112
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: -118351.960938 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -118352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -118458.648438 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -118458.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118519.609375 Penalty: 3552.549072
	Iteration 4Q: 3 clusters Score -118519.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -118543.343750 Penalty: 3552.549072
	Iteration 5Q: 3 clusters Score -118543.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118551.375000 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -118551.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118555.632812 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -118555.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -118563.382812 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -118563.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -118564.414062 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -118564.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -118564.414062 Penalty: 3552.549072
	Iteration 10F: 3 clusters Score -118564.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Entering Unmasked Estep 
Score: -768799.875000 Penalty: 2215.385010
	Iteration 0F: 2 clusters Score -768799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -762579.500000 Penalty: 4430.770020
	Iteration 0F: 3 clusters Score -762579.5 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -764213.750000 Penalty: 4430.770020
	Iteration 1F: 3 clusters Score -764213.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -764491.937500 Penalty: 4430.770020
	Iteration 2F: 3 clusters Score -764491.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -764723.750000 Penalty: 4430.770020
	Iteration 3F: 3 clusters Score -764723.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -764911.125000 Penalty: 4430.770020
	Iteration 4Q: 3 clusters Score -764911.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -765101.562500 Penalty: 4430.770020
	Iteration 5Q: 3 clusters Score -765101.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -765303.375000 Penalty: 4430.770020
	Iteration 6Q: 3 clusters Score -765303.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -765493.062500 Penalty: 4430.770020
	Iteration 7Q: 3 clusters Score -765493.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -765683.625000 Penalty: 4430.770020
	Iteration 8Q: 3 clusters Score -765683.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -765855.125000 Penalty: 4430.770020
	Iteration 9Q: 3 clusters Score -765855.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -766011.312500 Penalty: 4430.770020
	Iteration 10Q: 3 clusters Score -766011.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -766177.875000 Penalty: 4430.770020
	Iteration 11Q: 3 clusters Score -766177.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -766338.562500 Penalty: 4430.770020
	Iteration 12Q: 3 clusters Score -766338.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -766485.812500 Penalty: 4430.770020
	Iteration 13Q: 3 clusters Score -766485.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -766613.000000 Penalty: 4430.770020
	Iteration 14Q: 3 clusters Score -766613 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -766704.000000 Penalty: 4430.770020
	Iteration 15Q: 3 clusters Score -766704 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -766761.625000 Penalty: 4430.770020
	Iteration 16Q: 3 clusters Score -766761.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -766807.125000 Penalty: 4430.770020
	Iteration 17Q: 3 clusters Score -766807.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -766835.500000 Penalty: 4430.770020
	Iteration 18Q: 3 clusters Score -766835.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -766856.500000 Penalty: 4430.770020
	Iteration 19Q: 3 clusters Score -766856.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -766882.125000 Penalty: 4430.770020
	Iteration 20F: 3 clusters Score -766882.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -766905.500000 Penalty: 4430.770020
	Iteration 21Q: 3 clusters Score -766905.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -766926.375000 Penalty: 4430.770020
	Iteration 22Q: 3 clusters Score -766926.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -766939.375000 Penalty: 4430.770020
	Iteration 23Q: 3 clusters Score -766939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -766943.687500 Penalty: 4430.770020
	Iteration 24Q: 3 clusters Score -766943.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -766945.562500 Penalty: 4430.770020
	Iteration 25Q: 3 clusters Score -766945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -766948.125000 Penalty: 4430.770020
	Iteration 26Q: 3 clusters Score -766948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -766950.812500 Penalty: 4430.770020
	Iteration 27Q: 3 clusters Score -766950.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -766953.500000 Penalty: 4430.770020
	Iteration 28Q: 3 clusters Score -766953.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -766955.125000 Penalty: 4430.770020
	Iteration 29Q: 3 clusters Score -766955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -766956.000000 Penalty: 4430.770020
	Iteration 30Q: 3 clusters Score -766956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -766959.000000 Penalty: 4430.770020
	Iteration 31Q: 3 clusters Score -766959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -766959.000000 Penalty: 4430.770020
	Iteration 32F: 3 clusters Score -766959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Entering Unmasked Estep 
Score: -1473863.625000 Penalty: 2383.194092
	Iteration 0F: 2 clusters Score -1473864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1463028.875000 Penalty: 4766.388184
	Iteration 0F: 3 clusters Score -1463029 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1466408.375000 Penalty: 4766.388184
	Iteration 1F: 3 clusters Score -1466408 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1466753.000000 Penalty: 4766.388184
	Iteration 2F: 3 clusters Score -1466753 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1467019.375000 Penalty: 4766.388184
	Iteration 3Q: 3 clusters Score -1467019 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1467248.125000 Penalty: 4766.388184
	Iteration 4Q: 3 clusters Score -1467248 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1467458.250000 Penalty: 4766.388184
	Iteration 5Q: 3 clusters Score -1467458 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1467668.500000 Penalty: 4766.388184
	Iteration 6Q: 3 clusters Score -1467668 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1467908.375000 Penalty: 4766.388184
	Iteration 7Q: 3 clusters Score -1467908 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1468193.375000 Penalty: 4766.388184
	Iteration 8Q: 3 clusters Score -1468193 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1468546.250000 Penalty: 4766.388184
	Iteration 9Q: 3 clusters Score -1468546 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1468944.875000 Penalty: 4766.388184
	Iteration 10Q: 3 clusters Score -1468945 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1469373.875000 Penalty: 4766.388184
	Iteration 11Q: 3 clusters Score -1469374 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1469782.000000 Penalty: 4766.388184
	Iteration 12Q: 3 clusters Score -1469782 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1470098.750000 Penalty: 4766.388184
	Iteration 13Q: 3 clusters Score -1470099 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1470352.500000 Penalty: 4766.388184
	Iteration 14Q: 3 clusters Score -1470352 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1470542.125000 Penalty: 4766.388184
	Iteration 15Q: 3 clusters Score -1470542 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1470706.750000 Penalty: 4766.388184
	Iteration 16Q: 3 clusters Score -1470707 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1470839.000000 Penalty: 4766.388184
	Iteration 17Q: 3 clusters Score -1470839 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1470943.375000 Penalty: 4766.388184
	Iteration 18Q: 3 clusters Score -1470943 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1471056.250000 Penalty: 4766.388184
	Iteration 19Q: 3 clusters Score -1471056 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1471157.375000 Penalty: 4766.388184
	Iteration 20F: 3 clusters Score -1471157 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1471231.750000 Penalty: 4766.388184
	Iteration 21Q: 3 clusters Score -1471232 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1471299.500000 Penalty: 4766.388184
	Iteration 22Q: 3 clusters Score -1471300 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1471354.500000 Penalty: 4766.388184
	Iteration 23Q: 3 clusters Score -1471354 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1471418.000000 Penalty: 4766.388184
	Iteration 24Q: 3 clusters Score -1471418 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1471494.750000 Penalty: 4766.388184
	Iteration 25Q: 3 clusters Score -1471495 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1471558.875000 Penalty: 4766.388184
	Iteration 26Q: 3 clusters Score -1471559 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1471612.625000 Penalty: 4766.388184
	Iteration 27Q: 3 clusters Score -1471613 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1471661.375000 Penalty: 4766.388184
	Iteration 28Q: 3 clusters Score -1471661 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1471709.375000 Penalty: 4766.388184
	Iteration 29Q: 3 clusters Score -1471709 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1471741.250000 Penalty: 4766.388184
	Iteration 30Q: 3 clusters Score -1471741 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1471759.250000 Penalty: 4766.388184
	Iteration 31Q: 3 clusters Score -1471759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1471785.375000 Penalty: 4766.388184
	Iteration 32Q: 3 clusters Score -1471785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1471802.500000 Penalty: 4766.388184
	Iteration 33Q: 3 clusters Score -1471802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1471817.125000 Penalty: 4766.388184
	Iteration 34Q: 3 clusters Score -1471817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1471835.875000 Penalty: 4766.388184
	Iteration 35Q: 3 clusters Score -1471836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1471862.625000 Penalty: 4766.388184
	Iteration 36Q: 3 clusters Score -1471863 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1471887.125000 Penalty: 4766.388184
	Iteration 37Q: 3 clusters Score -1471887 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1471913.875000 Penalty: 4766.388184
	Iteration 38Q: 3 clusters Score -1471914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1471925.875000 Penalty: 4766.388184
	Iteration 39Q: 3 clusters Score -1471926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1471938.000000 Penalty: 4766.388184
	Iteration 40F: 3 clusters Score -1471938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1471950.500000 Penalty: 4766.388184
	Iteration 41Q: 3 clusters Score -1471950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1471969.000000 Penalty: 4766.388184
	Iteration 42Q: 3 clusters Score -1471969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1471975.000000 Penalty: 4766.388184
	Iteration 43Q: 3 clusters Score -1471975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1471984.500000 Penalty: 4766.388184
	Iteration 44Q: 3 clusters Score -1471984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1471992.375000 Penalty: 4766.388184
	Iteration 45Q: 3 clusters Score -1471992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1471997.250000 Penalty: 4766.388184
	Iteration 46Q: 3 clusters Score -1471997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1472000.250000 Penalty: 4766.388184
	Iteration 47Q: 3 clusters Score -1472000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1472002.500000 Penalty: 4766.388184
	Iteration 48Q: 3 clusters Score -1472002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1472003.750000 Penalty: 4766.388184
	Iteration 49Q: 3 clusters Score -1472004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1472009.625000 Penalty: 4766.388184
	Iteration 50Q: 3 clusters Score -1472010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1472009.875000 Penalty: 4766.388184
	Iteration 51Q: 3 clusters Score -1472010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1472011.250000 Penalty: 4766.388184
	Iteration 52Q: 3 clusters Score -1472011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1472016.875000 Penalty: 4766.388184
	Iteration 53Q: 3 clusters Score -1472017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1472022.750000 Penalty: 4766.388184
	Iteration 54Q: 3 clusters Score -1472023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1472024.875000 Penalty: 4766.388184
	Iteration 55Q: 3 clusters Score -1472025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1472027.750000 Penalty: 4766.388184
	Iteration 56Q: 3 clusters Score -1472028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1472030.750000 Penalty: 4766.388184
	Iteration 57Q: 3 clusters Score -1472031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1472032.875000 Penalty: 4766.388184
	Iteration 58Q: 3 clusters Score -1472033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1472033.500000 Penalty: 4766.388184
	Iteration 59Q: 3 clusters Score -1472034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1472036.625000 Penalty: 4766.388184
	Iteration 60F: 3 clusters Score -1472037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1472038.750000 Penalty: 4766.388184
	Iteration 61Q: 3 clusters Score -1472039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1472040.125000 Penalty: 4766.388184
	Iteration 62Q: 3 clusters Score -1472040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1472043.250000 Penalty: 4766.388184
	Iteration 63Q: 3 clusters Score -1472043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1472040.625000 Penalty: 4766.388184
	Iteration 64Q: 3 clusters Score -1472041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1472040.375000 Penalty: 4766.388184
	Iteration 65Q: 3 clusters Score -1472040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1472041.500000 Penalty: 4766.388184
	Iteration 66Q: 3 clusters Score -1472042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1472042.375000 Penalty: 4766.388184
	Iteration 67Q: 3 clusters Score -1472042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1472042.375000 Penalty: 4766.388184
	Iteration 68F: 3 clusters Score -1472042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (24144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Entering Unmasked Estep 
Score: -2479769.500000 Penalty: 2502.764160
	Iteration 0F: 2 clusters Score -2479770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2463146.500000 Penalty: 5005.528320
	Iteration 0F: 3 clusters Score -2463146 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2468646.750000 Penalty: 5005.528320
	Iteration 1F: 3 clusters Score -2468647 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2468986.500000 Penalty: 5005.528320
	Iteration 2Q: 3 clusters Score -2468986 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2469274.000000 Penalty: 5005.528320
	Iteration 3Q: 3 clusters Score -2469274 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2469511.000000 Penalty: 5005.528320
	Iteration 4Q: 3 clusters Score -2469511 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2469720.250000 Penalty: 5005.528320
	Iteration 5Q: 3 clusters Score -2469720 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2469894.000000 Penalty: 5005.528320
	Iteration 6Q: 3 clusters Score -2469894 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2470147.000000 Penalty: 5005.528320
	Iteration 7Q: 3 clusters Score -2470147 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2470431.500000 Penalty: 5005.528320
	Iteration 8Q: 3 clusters Score -2470432 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2470846.500000 Penalty: 5005.528320
	Iteration 9Q: 3 clusters Score -2470846 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2471439.250000 Penalty: 5005.528320
	Iteration 10Q: 3 clusters Score -2471439 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2472433.000000 Penalty: 5005.528320
	Iteration 11F: 3 clusters Score -2472433 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2473758.500000 Penalty: 5005.528320
	Iteration 12F: 3 clusters Score -2473758 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2475175.250000 Penalty: 5005.528320
	Iteration 13F: 3 clusters Score -2475175 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2476307.500000 Penalty: 5005.528320
	Iteration 14F: 3 clusters Score -2476308 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2476915.000000 Penalty: 5005.528320
	Iteration 15Q: 3 clusters Score -2476915 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2477238.000000 Penalty: 5005.528320
	Iteration 16Q: 3 clusters Score -2477238 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2477383.750000 Penalty: 5005.528320
	Iteration 17Q: 3 clusters Score -2477384 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2477473.000000 Penalty: 5005.528320
	Iteration 18Q: 3 clusters Score -2477473 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2477539.750000 Penalty: 5005.528320
	Iteration 19Q: 3 clusters Score -2477540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2477600.500000 Penalty: 5005.528320
	Iteration 20F: 3 clusters Score -2477600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2477635.250000 Penalty: 5005.528320
	Iteration 21Q: 3 clusters Score -2477635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2477657.500000 Penalty: 5005.528320
	Iteration 22Q: 3 clusters Score -2477658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2477668.250000 Penalty: 5005.528320
	Iteration 23Q: 3 clusters Score -2477668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2477672.750000 Penalty: 5005.528320
	Iteration 24Q: 3 clusters Score -2477673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2477681.750000 Penalty: 5005.528320
	Iteration 25Q: 3 clusters Score -2477682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2477681.000000 Penalty: 5005.528320
	Iteration 26Q: 3 clusters Score -2477681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2477684.500000 Penalty: 5005.528320
	Iteration 27Q: 3 clusters Score -2477684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2477688.500000 Penalty: 5005.528320
	Iteration 28Q: 3 clusters Score -2477688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2477691.000000 Penalty: 5005.528320
	Iteration 29Q: 3 clusters Score -2477691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2477693.250000 Penalty: 5005.528320
	Iteration 30Q: 3 clusters Score -2477693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2477693.250000 Penalty: 5005.528320
	Iteration 31F: 3 clusters Score -2477693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146304 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 10322 members 
Mstep: Class 4 contains 3374 members 
Mstep: Class 5 contains 5028 members 
Mstep: Class 6 contains 59446 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35476 members 
Mstep: Class 9 contains 16312 members 
Mstep: Class 10 contains 32055 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 18157 members 
Mstep: Class 13 contains 127029 members 
Mstep: Class 14 contains 16501 members 
Mstep: Class 15 contains 333728 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 17 contains 19227 members 
Mstep: Class 18 contains 3089 members 
Mstep: Class 19 contains 4491 members 
Mstep: Class 20 contains 3870 members 
Mstep: Class 21 contains 3681 members 
Mstep: Class 22 contains 289443 members 
Mstep: Class 23 contains 41344 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 6843 members 
Mstep: Class 26 contains 13694 members 
Mstep: Class 27 contains 193374 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7271 members 
Mstep: Class 30 contains 41128 members 
Mstep: Class 31 contains 20606 members 
Mstep: Class 32 contains 11094 members 
Mstep: Class 33 contains 66957 members 
Mstep: Class 34 contains 1290 members 
Mstep: Class 35 contains 7578 members 
Mstep: Class 36 contains 14908 members 
Mstep: Class 37 contains 24144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139536.000000 Penalty: 131188.937500
Iteration 239Q: 38 clusters Score -1.571395e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146261 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 10309 members 
Mstep: Class 4 contains 3378 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 59447 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35479 members 
Mstep: Class 9 contains 16317 members 
Mstep: Class 10 contains 32085 members 
Mstep: Class 11 contains 6350 members 
Mstep: Class 12 contains 18152 members 
Mstep: Class 13 contains 127407 members 
Mstep: Class 14 contains 16499 members 
Mstep: Class 15 contains 333397 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 19235 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 4516 members 
Mstep: Class 20 contains 3863 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 22 contains 289429 members 
Mstep: Class 23 contains 41323 members 
Mstep: Class 24 contains 16421 members 
Mstep: Class 25 contains 6847 members 
Mstep: Class 26 contains 13691 members 
Mstep: Class 27 contains 193346 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7272 members 
Mstep: Class 30 contains 41126 members 
Mstep: Class 31 contains 20600 members 
Mstep: Class 32 contains 11092 members 
Mstep: Class 33 contains 66991 members 
Mstep: Class 34 contains 1289 members 
Mstep: Class 35 contains 7581 members 
Mstep: Class 36 contains 14904 members 
Mstep: Class 37 contains 24153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140080.000000 Penalty: 131188.937500
Iteration 240F: 38 clusters Score -1.571401e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146237 members 
Mstep: Class 2 contains 8996 members 
Mstep: Class 3 contains 10296 members 
Mstep: Class 4 contains 3382 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 59423 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35484 members 
Mstep: Class 9 contains 16319 members 
Mstep: Class 10 contains 32109 members 
Mstep: Class 11 contains 6352 members 
Mstep: Class 12 contains 18147 members 
Mstep: Class 13 contains 127808 members 
Mstep: Class 14 contains 16499 members 
Mstep: Class 15 contains 333027 members 
Mstep: Class 16 contains 2792 members 
Mstep: Class 17 contains 19245 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 4530 members 
Mstep: Class 20 contains 3854 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 289414 members 
Mstep: Class 23 contains 41308 members 
Mstep: Class 24 contains 16421 members 
Mstep: Class 25 contains 6847 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 193351 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7274 members 
Mstep: Class 30 contains 41129 members 
Mstep: Class 31 contains 20594 members 
Mstep: Class 32 contains 11091 members 
Mstep: Class 33 contains 67026 members 
Mstep: Class 34 contains 1286 members 
Mstep: Class 35 contains 7581 members 
Mstep: Class 36 contains 14901 members 
Mstep: Class 37 contains 24158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140032.000000 Penalty: 131188.937500
Iteration 241Q: 38 clusters Score -1.5714e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146214 members 
Mstep: Class 2 contains 8993 members 
Mstep: Class 3 contains 10281 members 
Mstep: Class 4 contains 3385 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 59404 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35488 members 
Mstep: Class 9 contains 16316 members 
Mstep: Class 10 contains 32128 members 
Mstep: Class 11 contains 6352 members 
Mstep: Class 12 contains 18144 members 
Mstep: Class 13 contains 128181 members 
Mstep: Class 14 contains 16498 members 
Mstep: Class 15 contains 332684 members 
Mstep: Class 16 contains 2790 members 
Mstep: Class 17 contains 19254 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 4555 members 
Mstep: Class 20 contains 3847 members 
Mstep: Class 21 contains 3636 members 
Mstep: Class 22 contains 289387 members 
Mstep: Class 23 contains 41303 members 
Mstep: Class 24 contains 16421 members 
Mstep: Class 25 contains 6848 members 
Mstep: Class 26 contains 13691 members 
Mstep: Class 27 contains 193353 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7270 members 
Mstep: Class 30 contains 41129 members 
Mstep: Class 31 contains 20592 members 
Mstep: Class 32 contains 11091 members 
Mstep: Class 33 contains 67056 members 
Mstep: Class 34 contains 1284 members 
Mstep: Class 35 contains 7576 members 
Mstep: Class 36 contains 14910 members 
Mstep: Class 37 contains 24158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139936.000000 Penalty: 131188.937500
Iteration 242Q: 38 clusters Score -1.571399e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146202 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 10269 members 
Mstep: Class 4 contains 3384 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 59398 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35488 members 
Mstep: Class 9 contains 16315 members 
Mstep: Class 10 contains 32131 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 18143 members 
Mstep: Class 13 contains 128562 members 
Mstep: Class 14 contains 16500 members 
Mstep: Class 15 contains 332348 members 
Mstep: Class 16 contains 2787 members 
Mstep: Class 17 contains 19256 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 4581 members 
Mstep: Class 20 contains 3849 members 
Mstep: Class 21 contains 3623 members 
Mstep: Class 22 contains 289354 members 
Mstep: Class 23 contains 41276 members 
Mstep: Class 24 contains 16421 members 
Mstep: Class 25 contains 6848 members 
Mstep: Class 26 contains 13688 members 
Mstep: Class 27 contains 193357 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7271 members 
Mstep: Class 30 contains 41129 members 
Mstep: Class 31 contains 20590 members 
Mstep: Class 32 contains 11091 members 
Mstep: Class 33 contains 67079 members 
Mstep: Class 34 contains 1282 members 
Mstep: Class 35 contains 7578 members 
Mstep: Class 36 contains 14912 members 
Mstep: Class 37 contains 24164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139968.000000 Penalty: 131188.937500
Iteration 243Q: 38 clusters Score -1.5714e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146198 members 
Mstep: Class 2 contains 8982 members 
Mstep: Class 3 contains 10259 members 
Mstep: Class 4 contains 3387 members 
Mstep: Class 5 contains 5028 members 
Mstep: Class 6 contains 59386 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35492 members 
Mstep: Class 9 contains 16314 members 
Mstep: Class 10 contains 32155 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 18141 members 
Mstep: Class 13 contains 128940 members 
Mstep: Class 14 contains 16494 members 
Mstep: Class 15 contains 331975 members 
Mstep: Class 16 contains 2787 members 
Mstep: Class 17 contains 19264 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 4600 members 
Mstep: Class 20 contains 3845 members 
Mstep: Class 21 contains 3614 members 
Mstep: Class 22 contains 289333 members 
Mstep: Class 23 contains 41254 members 
Mstep: Class 24 contains 16421 members 
Mstep: Class 25 contains 6847 members 
Mstep: Class 26 contains 13687 members 
Mstep: Class 27 contains 193360 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7267 members 
Mstep: Class 30 contains 41129 members 
Mstep: Class 31 contains 20588 members 
Mstep: Class 32 contains 11092 members 
Mstep: Class 33 contains 67113 members 
Mstep: Class 34 contains 1279 members 
Mstep: Class 35 contains 7577 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 24171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140016.000000 Penalty: 131188.937500
Iteration 244Q: 38 clusters Score -1.5714e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146193 members 
Mstep: Class 2 contains 8979 members 
Mstep: Class 3 contains 10242 members 
Mstep: Class 4 contains 3388 members 
Mstep: Class 5 contains 5027 members 
Mstep: Class 6 contains 59386 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35497 members 
Mstep: Class 9 contains 16318 members 
Mstep: Class 10 contains 32166 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 18141 members 
Mstep: Class 13 contains 129342 members 
Mstep: Class 14 contains 16493 members 
Mstep: Class 15 contains 331569 members 
Mstep: Class 16 contains 2789 members 
Mstep: Class 17 contains 19271 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 4615 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 3605 members 
Mstep: Class 22 contains 289312 members 
Mstep: Class 23 contains 41223 members 
Mstep: Class 24 contains 16421 members 
Mstep: Class 25 contains 6848 members 
Mstep: Class 26 contains 13682 members 
Mstep: Class 27 contains 193380 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7269 members 
Mstep: Class 30 contains 41132 members 
Mstep: Class 31 contains 20590 members 
Mstep: Class 32 contains 11092 members 
Mstep: Class 33 contains 67149 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 7578 members 
Mstep: Class 36 contains 14918 members 
Mstep: Class 37 contains 24176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140320.000000 Penalty: 131188.937500
Iteration 245Q: 38 clusters Score -1.571403e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146213 members 
Mstep: Class 2 contains 8975 members 
Mstep: Class 3 contains 10227 members 
Mstep: Class 4 contains 3389 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 59407 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35500 members 
Mstep: Class 9 contains 16321 members 
Mstep: Class 10 contains 32180 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 18140 members 
Mstep: Class 13 contains 129726 members 
Mstep: Class 14 contains 16491 members 
Mstep: Class 15 contains 331111 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 19274 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 4637 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 3594 members 
Mstep: Class 22 contains 289304 members 
Mstep: Class 23 contains 41206 members 
Mstep: Class 24 contains 16421 members 
Mstep: Class 25 contains 6850 members 
Mstep: Class 26 contains 13680 members 
Mstep: Class 27 contains 193398 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7271 members 
Mstep: Class 30 contains 41136 members 
Mstep: Class 31 contains 20594 members 
Mstep: Class 32 contains 11092 members 
Mstep: Class 33 contains 67181 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 7577 members 
Mstep: Class 36 contains 14922 members 
Mstep: Class 37 contains 24180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140112.000000 Penalty: 131188.937500
Iteration 246Q: 38 clusters Score -1.571401e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146250 members 
Mstep: Class 2 contains 8970 members 
Mstep: Class 3 contains 10208 members 
Mstep: Class 4 contains 3389 members 
Mstep: Class 5 contains 5025 members 
Mstep: Class 6 contains 59421 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35510 members 
Mstep: Class 9 contains 16321 members 
Mstep: Class 10 contains 32187 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 18138 members 
Mstep: Class 13 contains 130123 members 
Mstep: Class 14 contains 16498 members 
Mstep: Class 15 contains 330621 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 19272 members 
Mstep: Class 18 contains 3085 members 
Mstep: Class 19 contains 4651 members 
Mstep: Class 20 contains 3795 members 
Mstep: Class 21 contains 3582 members 
Mstep: Class 22 contains 289303 members 
Mstep: Class 23 contains 41193 members 
Mstep: Class 24 contains 16421 members 
Mstep: Class 25 contains 6852 members 
Mstep: Class 26 contains 13682 members 
Mstep: Class 27 contains 193438 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7271 members 
Mstep: Class 30 contains 41141 members 
Mstep: Class 31 contains 20596 members 
Mstep: Class 32 contains 11092 members 
Mstep: Class 33 contains 67207 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 7579 members 
Mstep: Class 36 contains 14921 members 
Mstep: Class 37 contains 24182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140192.000000 Penalty: 131188.937500
Iteration 247Q: 38 clusters Score -1.571402e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146310 members 
Mstep: Class 2 contains 8967 members 
Mstep: Class 3 contains 10188 members 
Mstep: Class 4 contains 3389 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 59443 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35515 members 
Mstep: Class 9 contains 16319 members 
Mstep: Class 10 contains 32206 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 18135 members 
Mstep: Class 13 contains 130512 members 
Mstep: Class 14 contains 16499 members 
Mstep: Class 15 contains 330076 members 
Mstep: Class 16 contains 2783 members 
Mstep: Class 17 contains 19271 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 19 contains 4666 members 
Mstep: Class 20 contains 3776 members 
Mstep: Class 21 contains 3578 members 
Mstep: Class 22 contains 289295 members 
Mstep: Class 23 contains 41188 members 
Mstep: Class 24 contains 16421 members 
Mstep: Class 25 contains 6854 members 
Mstep: Class 26 contains 13683 members 
Mstep: Class 27 contains 193490 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7272 members 
Mstep: Class 30 contains 41149 members 
Mstep: Class 31 contains 20595 members 
Mstep: Class 32 contains 11094 members 
Mstep: Class 33 contains 67247 members 
Mstep: Class 34 contains 1272 members 
Mstep: Class 35 contains 7579 members 
Mstep: Class 36 contains 14919 members 
Mstep: Class 37 contains 24181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140480.000000 Penalty: 131188.937500
Iteration 248Q: 38 clusters Score -1.571405e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146353 members 
Mstep: Class 2 contains 8956 members 
Mstep: Class 3 contains 10164 members 
Mstep: Class 4 contains 3389 members 
Mstep: Class 5 contains 5025 members 
Mstep: Class 6 contains 59460 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35518 members 
Mstep: Class 9 contains 16332 members 
Mstep: Class 10 contains 32228 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 18134 members 
Mstep: Class 13 contains 130939 members 
Mstep: Class 14 contains 16493 members 
Mstep: Class 15 contains 329540 members 
Mstep: Class 16 contains 2783 members 
Mstep: Class 17 contains 19273 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 19 contains 4679 members 
Mstep: Class 20 contains 3747 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 289268 members 
Mstep: Class 23 contains 41177 members 
Mstep: Class 24 contains 16421 members 
Mstep: Class 25 contains 6854 members 
Mstep: Class 26 contains 13682 members 
Mstep: Class 27 contains 193567 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7277 members 
Mstep: Class 30 contains 41161 members 
Mstep: Class 31 contains 20595 members 
Mstep: Class 32 contains 11092 members 
Mstep: Class 33 contains 67271 members 
Mstep: Class 34 contains 1272 members 
Mstep: Class 35 contains 7579 members 
Mstep: Class 36 contains 14920 members 
Mstep: Class 37 contains 24185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140816.000000 Penalty: 131188.937500
Iteration 249Q: 38 clusters Score -1.571408e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146429 members 
Mstep: Class 2 contains 8947 members 
Mstep: Class 3 contains 10142 members 
Mstep: Class 4 contains 3389 members 
Mstep: Class 5 contains 5023 members 
Mstep: Class 6 contains 59460 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35528 members 
Mstep: Class 9 contains 16336 members 
Mstep: Class 10 contains 32257 members 
Mstep: Class 11 contains 6355 members 
Mstep: Class 12 contains 18130 members 
Mstep: Class 13 contains 131368 members 
Mstep: Class 14 contains 16493 members 
Mstep: Class 15 contains 328976 members 
Mstep: Class 16 contains 2782 members 
Mstep: Class 17 contains 19284 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 19 contains 4699 members 
Mstep: Class 20 contains 3718 members 
Mstep: Class 21 contains 3547 members 
Mstep: Class 22 contains 289236 members 
Mstep: Class 23 contains 41166 members 
Mstep: Class 24 contains 16421 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 13681 members 
Mstep: Class 27 contains 193635 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7282 members 
Mstep: Class 30 contains 41165 members 
Mstep: Class 31 contains 20594 members 
Mstep: Class 32 contains 11092 members 
Mstep: Class 33 contains 67293 members 
Mstep: Class 34 contains 1272 members 
Mstep: Class 35 contains 7579 members 
Mstep: Class 36 contains 14928 members 
Mstep: Class 37 contains 24187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140864.000000 Penalty: 131188.937500
Iteration 250Q: 38 clusters Score -1.571409e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146547 members 
Mstep: Class 2 contains 8928 members 
Mstep: Class 3 contains 10127 members 
Mstep: Class 4 contains 3389 members 
Mstep: Class 5 contains 5023 members 
Mstep: Class 6 contains 59488 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35530 members 
Mstep: Class 9 contains 16334 members 
Mstep: Class 10 contains 32269 members 
Mstep: Class 11 contains 6358 members 
Mstep: Class 12 contains 18128 members 
Mstep: Class 13 contains 131832 members 
Mstep: Class 14 contains 16495 members 
Mstep: Class 15 contains 328354 members 
Mstep: Class 16 contains 2780 members 
Mstep: Class 17 contains 19287 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 19 contains 4729 members 
Mstep: Class 20 contains 3669 members 
Mstep: Class 21 contains 3533 members 
Mstep: Class 22 contains 289233 members 
Mstep: Class 23 contains 41154 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 13678 members 
Mstep: Class 27 contains 193654 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7291 members 
Mstep: Class 30 contains 41170 members 
Mstep: Class 31 contains 20591 members 
Mstep: Class 32 contains 11093 members 
Mstep: Class 33 contains 67331 members 
Mstep: Class 34 contains 1272 members 
Mstep: Class 35 contains 7579 members 
Mstep: Class 36 contains 14934 members 
Mstep: Class 37 contains 24192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140832.000000 Penalty: 131188.937500
Iteration 251Q: 38 clusters Score -1.571408e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146656 members 
Mstep: Class 2 contains 8913 members 
Mstep: Class 3 contains 10114 members 
Mstep: Class 4 contains 3389 members 
Mstep: Class 5 contains 5023 members 
Mstep: Class 6 contains 59480 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35535 members 
Mstep: Class 9 contains 16334 members 
Mstep: Class 10 contains 32286 members 
Mstep: Class 11 contains 6360 members 
Mstep: Class 12 contains 18126 members 
Mstep: Class 13 contains 132322 members 
Mstep: Class 14 contains 16493 members 
Mstep: Class 15 contains 327672 members 
Mstep: Class 16 contains 2780 members 
Mstep: Class 17 contains 19296 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 4767 members 
Mstep: Class 20 contains 3613 members 
Mstep: Class 21 contains 3525 members 
Mstep: Class 22 contains 289222 members 
Mstep: Class 23 contains 41160 members 
Mstep: Class 24 contains 16423 members 
Mstep: Class 25 contains 6858 members 
Mstep: Class 26 contains 13677 members 
Mstep: Class 27 contains 193697 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7303 members 
Mstep: Class 30 contains 41179 members 
Mstep: Class 31 contains 20591 members 
Mstep: Class 32 contains 11094 members 
Mstep: Class 33 contains 67389 members 
Mstep: Class 34 contains 1272 members 
Mstep: Class 35 contains 7577 members 
Mstep: Class 36 contains 14934 members 
Mstep: Class 37 contains 24192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140704.000000 Penalty: 131188.937500
Iteration 252Q: 38 clusters Score -1.571407e+08 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 146798 members 
Mstep: Class 2 contains 8903 members 
Mstep: Class 3 contains 10098 members 
Mstep: Class 4 contains 3390 members 
Mstep: Class 5 contains 5022 members 
Mstep: Class 6 contains 59475 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35548 members 
Mstep: Class 9 contains 16335 members 
Mstep: Class 10 contains 32305 members 
Mstep: Class 11 contains 6361 members 
Mstep: Class 12 contains 18123 members 
Mstep: Class 13 contains 132784 members 
Mstep: Class 14 contains 16491 members 
Mstep: Class 15 contains 327011 members 
Mstep: Class 16 contains 2778 members 
Mstep: Class 17 contains 19297 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 4799 members 
Mstep: Class 20 contains 3553 members 
Mstep: Class 21 contains 3519 members 
Mstep: Class 22 contains 289203 members 
Mstep: Class 23 contains 41169 members 
Mstep: Class 24 contains 16423 members 
Mstep: Class 25 contains 6859 members 
Mstep: Class 26 contains 13676 members 
Mstep: Class 27 contains 193715 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7318 members 
Mstep: Class 30 contains 41185 members 
Mstep: Class 31 contains 20592 members 
Mstep: Class 32 contains 11095 members 
Mstep: Class 33 contains 67450 members 
Mstep: Class 34 contains 1272 members 
Mstep: Class 35 contains 7577 members 
Mstep: Class 36 contains 14943 members 
Mstep: Class 37 contains 24185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140448.000000 Penalty: 131188.937500
Iteration 253Q: 38 clusters Score -1.571404e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147007 members 
Mstep: Class 2 contains 8896 members 
Mstep: Class 3 contains 10080 members 
Mstep: Class 4 contains 3390 members 
Mstep: Class 5 contains 5022 members 
Mstep: Class 6 contains 59497 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35546 members 
Mstep: Class 9 contains 16333 members 
Mstep: Class 10 contains 32333 members 
Mstep: Class 11 contains 6362 members 
Mstep: Class 12 contains 18118 members 
Mstep: Class 13 contains 133255 members 
Mstep: Class 14 contains 16489 members 
Mstep: Class 15 contains 326248 members 
Mstep: Class 16 contains 2777 members 
Mstep: Class 17 contains 19299 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 21 contains 3504 members 
Mstep: Class 22 contains 289200 members 
Mstep: Class 23 contains 41169 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6859 members 
Mstep: Class 26 contains 13673 members 
Mstep: Class 27 contains 193745 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7346 members 
Mstep: Class 30 contains 41198 members 
Mstep: Class 31 contains 20591 members 
Mstep: Class 32 contains 11096 members 
Mstep: Class 33 contains 67513 members 
Mstep: Class 34 contains 1272 members 
Mstep: Class 35 contains 7577 members 
Mstep: Class 36 contains 14950 members 
Mstep: Class 37 contains 24181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140576.000000 Penalty: 131188.937500
Iteration 254Q: 38 clusters Score -1.571406e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147247 members 
Mstep: Class 2 contains 8891 members 
Mstep: Class 3 contains 10072 members 
Mstep: Class 4 contains 3390 members 
Mstep: Class 5 contains 5022 members 
Mstep: Class 6 contains 59477 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35553 members 
Mstep: Class 9 contains 16331 members 
Mstep: Class 10 contains 32365 members 
Mstep: Class 11 contains 6363 members 
Mstep: Class 12 contains 18116 members 
Mstep: Class 13 contains 133791 members 
Mstep: Class 14 contains 16486 members 
Mstep: Class 15 contains 325377 members 
Mstep: Class 16 contains 2778 members 
Mstep: Class 17 contains 19310 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 4870 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 3488 members 
Mstep: Class 22 contains 289182 members 
Mstep: Class 23 contains 41152 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6859 members 
Mstep: Class 26 contains 13664 members 
Mstep: Class 27 contains 193823 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7374 members 
Mstep: Class 30 contains 41211 members 
Mstep: Class 31 contains 20592 members 
Mstep: Class 32 contains 11097 members 
Mstep: Class 33 contains 67562 members 
Mstep: Class 34 contains 1271 members 
Mstep: Class 35 contains 7575 members 
Mstep: Class 36 contains 14963 members 
Mstep: Class 37 contains 24181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141088.000000 Penalty: 131188.937500
Iteration 255Q: 38 clusters Score -1.571411e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 8888 members 
Mstep: Class 3 contains 10058 members 
Mstep: Class 4 contains 3390 members 
Mstep: Class 5 contains 5021 members 
Mstep: Class 6 contains 59486 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35551 members 
Mstep: Class 9 contains 16331 members 
Mstep: Class 10 contains 32396 members 
Mstep: Class 11 contains 6367 members 
Mstep: Class 12 contains 18111 members 
Mstep: Class 13 contains 134353 members 
Mstep: Class 14 contains 16485 members 
Mstep: Class 15 contains 324420 members 
Mstep: Class 16 contains 2777 members 
Mstep: Class 17 contains 19309 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 4903 members 
Mstep: Class 20 contains 3335 members 
Mstep: Class 21 contains 3469 members 
Mstep: Class 22 contains 289161 members 
Mstep: Class 23 contains 41147 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 6859 members 
Mstep: Class 26 contains 13659 members 
Mstep: Class 27 contains 193911 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7384 members 
Mstep: Class 30 contains 41220 members 
Mstep: Class 31 contains 20594 members 
Mstep: Class 32 contains 11099 members 
Mstep: Class 33 contains 67613 members 
Mstep: Class 34 contains 1271 members 
Mstep: Class 35 contains 7577 members 
Mstep: Class 36 contains 14973 members 
Mstep: Class 37 contains 24183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141360.000000 Penalty: 131188.937500
Iteration 256Q: 38 clusters Score -1.571414e+08 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 147832 members 
Mstep: Class 2 contains 8881 members 
Mstep: Class 3 contains 10059 members 
Mstep: Class 4 contains 3391 members 
Mstep: Class 5 contains 5021 members 
Mstep: Class 6 contains 59462 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35550 members 
Mstep: Class 9 contains 16335 members 
Mstep: Class 10 contains 32433 members 
Mstep: Class 11 contains 6370 members 
Mstep: Class 12 contains 18110 members 
Mstep: Class 13 contains 135020 members 
Mstep: Class 14 contains 16482 members 
Mstep: Class 15 contains 323269 members 
Mstep: Class 16 contains 2776 members 
Mstep: Class 17 contains 19315 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 4941 members 
Mstep: Class 20 contains 3296 members 
Mstep: Class 21 contains 3458 members 
Mstep: Class 22 contains 289155 members 
Mstep: Class 23 contains 41162 members 
Mstep: Class 24 contains 16423 members 
Mstep: Class 25 contains 6859 members 
Mstep: Class 26 contains 13656 members 
Mstep: Class 27 contains 194005 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7395 members 
Mstep: Class 30 contains 41234 members 
Mstep: Class 31 contains 20594 members 
Mstep: Class 32 contains 11100 members 
Mstep: Class 33 contains 67657 members 
Mstep: Class 34 contains 1269 members 
Mstep: Class 35 contains 7579 members 
Mstep: Class 36 contains 14983 members 
Mstep: Class 37 contains 24182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141248.000000 Penalty: 131188.937500
Iteration 257Q: 38 clusters Score -1.571412e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 148178 members 
Mstep: Class 2 contains 8876 members 
Mstep: Class 3 contains 10053 members 
Mstep: Class 4 contains 3391 members 
Mstep: Class 5 contains 5022 members 
Mstep: Class 6 contains 59403 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35552 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 32487 members 
Mstep: Class 11 contains 6369 members 
Mstep: Class 12 contains 18110 members 
Mstep: Class 13 contains 135696 members 
Mstep: Class 14 contains 16482 members 
Mstep: Class 15 contains 322016 members 
Mstep: Class 16 contains 2774 members 
Mstep: Class 17 contains 19306 members 
Mstep: Class 18 contains 3080 members 
Mstep: Class 19 contains 4992 members 
Mstep: Class 20 contains 3288 members 
Mstep: Class 21 contains 3446 members 
Mstep: Class 22 contains 289149 members 
Mstep: Class 23 contains 41194 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 6860 members 
Mstep: Class 26 contains 13646 members 
Mstep: Class 27 contains 194117 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7389 members 
Mstep: Class 30 contains 41264 members 
Mstep: Class 31 contains 20595 members 
Mstep: Class 32 contains 11100 members 
Mstep: Class 33 contains 67705 members 
Mstep: Class 34 contains 1268 members 
Mstep: Class 35 contains 7590 members 
Mstep: Class 36 contains 14987 members 
Mstep: Class 37 contains 24180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141024.000000 Penalty: 131188.937500
Iteration 258Q: 38 clusters Score -1.57141e+08 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 148587 members 
Mstep: Class 2 contains 8870 members 
Mstep: Class 3 contains 10050 members 
Mstep: Class 4 contains 3392 members 
Mstep: Class 5 contains 5021 members 
Mstep: Class 6 contains 59315 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35558 members 
Mstep: Class 9 contains 16357 members 
Mstep: Class 10 contains 32532 members 
Mstep: Class 11 contains 6378 members 
Mstep: Class 12 contains 18107 members 
Mstep: Class 13 contains 136449 members 
Mstep: Class 14 contains 16479 members 
Mstep: Class 15 contains 320669 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 17 contains 19306 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 5036 members 
Mstep: Class 20 contains 3283 members 
Mstep: Class 21 contains 3433 members 
Mstep: Class 22 contains 289138 members 
Mstep: Class 23 contains 41222 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 6862 members 
Mstep: Class 26 contains 13642 members 
Mstep: Class 27 contains 194246 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7385 members 
Mstep: Class 30 contains 41291 members 
Mstep: Class 31 contains 20592 members 
Mstep: Class 32 contains 11101 members 
Mstep: Class 33 contains 67731 members 
Mstep: Class 34 contains 1264 members 
Mstep: Class 35 contains 7594 members 
Mstep: Class 36 contains 14993 members 
Mstep: Class 37 contains 24175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140544.000000 Penalty: 131188.937500
Iteration 259Q: 38 clusters Score -1.571405e+08 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 149079 members 
Mstep: Class 2 contains 8866 members 
Mstep: Class 3 contains 10036 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 5020 members 
Mstep: Class 6 contains 59228 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35563 members 
Mstep: Class 9 contains 16362 members 
Mstep: Class 10 contains 32590 members 
Mstep: Class 11 contains 6381 members 
Mstep: Class 12 contains 18104 members 
Mstep: Class 13 contains 137241 members 
Mstep: Class 14 contains 16471 members 
Mstep: Class 15 contains 319149 members 
Mstep: Class 16 contains 2772 members 
Mstep: Class 17 contains 19303 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 5080 members 
Mstep: Class 20 contains 3281 members 
Mstep: Class 21 contains 3403 members 
Mstep: Class 22 contains 289120 members 
Mstep: Class 23 contains 41276 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 6862 members 
Mstep: Class 26 contains 13641 members 
Mstep: Class 27 contains 194426 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7378 members 
Mstep: Class 30 contains 41306 members 
Mstep: Class 31 contains 20586 members 
Mstep: Class 32 contains 11101 members 
Mstep: Class 33 contains 67779 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7601 members 
Mstep: Class 36 contains 14997 members 
Mstep: Class 37 contains 24175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140256.000000 Penalty: 131188.937500
Iteration 260F: 38 clusters Score -1.571403e+08 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 149674 members 
Mstep: Class 2 contains 8860 members 
Mstep: Class 3 contains 10029 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 5017 members 
Mstep: Class 6 contains 59118 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35579 members 
Mstep: Class 9 contains 16368 members 
Mstep: Class 10 contains 32661 members 
Mstep: Class 11 contains 6384 members 
Mstep: Class 12 contains 18100 members 
Mstep: Class 13 contains 138144 members 
Mstep: Class 14 contains 16464 members 
Mstep: Class 15 contains 317355 members 
Mstep: Class 16 contains 2767 members 
Mstep: Class 17 contains 19295 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 3286 members 
Mstep: Class 21 contains 3391 members 
Mstep: Class 22 contains 289100 members 
Mstep: Class 23 contains 41340 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 6866 members 
Mstep: Class 26 contains 13638 members 
Mstep: Class 27 contains 194625 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7370 members 
Mstep: Class 30 contains 41325 members 
Mstep: Class 31 contains 20578 members 
Mstep: Class 32 contains 11101 members 
Mstep: Class 33 contains 67849 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 7604 members 
Mstep: Class 36 contains 14994 members 
Mstep: Class 37 contains 24169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139888.000000 Penalty: 131188.937500
Iteration 261Q: 38 clusters Score -1.571399e+08 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 150349 members 
Mstep: Class 2 contains 8854 members 
Mstep: Class 3 contains 10024 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 5016 members 
Mstep: Class 6 contains 59067 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35596 members 
Mstep: Class 9 contains 16376 members 
Mstep: Class 10 contains 32735 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 18094 members 
Mstep: Class 13 contains 139060 members 
Mstep: Class 14 contains 16465 members 
Mstep: Class 15 contains 315337 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 17 contains 19292 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 5172 members 
Mstep: Class 20 contains 3289 members 
Mstep: Class 21 contains 3372 members 
Mstep: Class 22 contains 289094 members 
Mstep: Class 23 contains 41415 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 6872 members 
Mstep: Class 26 contains 13635 members 
Mstep: Class 27 contains 194838 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7356 members 
Mstep: Class 30 contains 41335 members 
Mstep: Class 31 contains 20573 members 
Mstep: Class 32 contains 11101 members 
Mstep: Class 33 contains 67933 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 7607 members 
Mstep: Class 36 contains 14997 members 
Mstep: Class 37 contains 24169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139920.000000 Penalty: 131188.937500
Iteration 262Q: 38 clusters Score -1.571399e+08 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 151086 members 
Mstep: Class 2 contains 8853 members 
Mstep: Class 3 contains 10023 members 
Mstep: Class 4 contains 3394 members 
Mstep: Class 5 contains 5013 members 
Mstep: Class 6 contains 59008 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35605 members 
Mstep: Class 9 contains 16379 members 
Mstep: Class 10 contains 32839 members 
Mstep: Class 11 contains 6395 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 13 contains 140035 members 
Mstep: Class 14 contains 16463 members 
Mstep: Class 15 contains 313094 members 
Mstep: Class 16 contains 2765 members 
Mstep: Class 17 contains 19292 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 5209 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 3356 members 
Mstep: Class 22 contains 289122 members 
Mstep: Class 23 contains 41509 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 13625 members 
Mstep: Class 27 contains 195086 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 7355 members 
Mstep: Class 30 contains 41351 members 
Mstep: Class 31 contains 20572 members 
Mstep: Class 32 contains 11100 members 
Mstep: Class 33 contains 67997 members 
Mstep: Class 34 contains 1256 members 
Mstep: Class 35 contains 7613 members 
Mstep: Class 36 contains 14997 members 
Mstep: Class 37 contains 24179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139872.000000 Penalty: 131188.937500
Iteration 263Q: 38 clusters Score -1.571399e+08 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 151942 members 
Mstep: Class 2 contains 8845 members 
Mstep: Class 3 contains 9998 members 
Mstep: Class 4 contains 3396 members 
Mstep: Class 5 contains 5014 members 
Mstep: Class 6 contains 58987 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35615 members 
Mstep: Class 9 contains 16379 members 
Mstep: Class 10 contains 32919 members 
Mstep: Class 11 contains 6401 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 13 contains 141019 members 
Mstep: Class 14 contains 16464 members 
Mstep: Class 15 contains 310701 members 
Mstep: Class 16 contains 2766 members 
Mstep: Class 17 contains 19285 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 5257 members 
Mstep: Class 20 contains 3291 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 289136 members 
Mstep: Class 23 contains 41602 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 6879 members 
Mstep: Class 26 contains 13617 members 
Mstep: Class 27 contains 195402 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7357 members 
Mstep: Class 30 contains 41358 members 
Mstep: Class 31 contains 20570 members 
Mstep: Class 32 contains 11101 members 
Mstep: Class 33 contains 68048 members 
Mstep: Class 34 contains 1257 members 
Mstep: Class 35 contains 7614 members 
Mstep: Class 36 contains 14998 members 
Mstep: Class 37 contains 24185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140432.000000 Penalty: 131188.937500
Iteration 264Q: 38 clusters Score -1.571404e+08 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 152844 members 
Mstep: Class 2 contains 8841 members 
Mstep: Class 3 contains 9989 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 5013 members 
Mstep: Class 6 contains 58991 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35622 members 
Mstep: Class 9 contains 16379 members 
Mstep: Class 10 contains 32994 members 
Mstep: Class 11 contains 6401 members 
Mstep: Class 12 contains 18080 members 
Mstep: Class 13 contains 142015 members 
Mstep: Class 14 contains 16463 members 
Mstep: Class 15 contains 308251 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 17 contains 19295 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 3291 members 
Mstep: Class 21 contains 3330 members 
Mstep: Class 22 contains 289173 members 
Mstep: Class 23 contains 41678 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 6882 members 
Mstep: Class 26 contains 13616 members 
Mstep: Class 27 contains 195641 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7349 members 
Mstep: Class 30 contains 41368 members 
Mstep: Class 31 contains 20568 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 68118 members 
Mstep: Class 34 contains 1255 members 
Mstep: Class 35 contains 7616 members 
Mstep: Class 36 contains 14996 members 
Mstep: Class 37 contains 24186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140928.000000 Penalty: 131188.937500
Iteration 265Q: 38 clusters Score -1.571409e+08 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 153712 members 
Mstep: Class 2 contains 8840 members 
Mstep: Class 3 contains 9971 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 5012 members 
Mstep: Class 6 contains 59013 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35617 members 
Mstep: Class 9 contains 16380 members 
Mstep: Class 10 contains 33078 members 
Mstep: Class 11 contains 6406 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 13 contains 142954 members 
Mstep: Class 14 contains 16467 members 
Mstep: Class 15 contains 305801 members 
Mstep: Class 16 contains 2766 members 
Mstep: Class 17 contains 19306 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 3298 members 
Mstep: Class 21 contains 3320 members 
Mstep: Class 22 contains 289201 members 
Mstep: Class 23 contains 41759 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 6882 members 
Mstep: Class 26 contains 13611 members 
Mstep: Class 27 contains 195931 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7337 members 
Mstep: Class 30 contains 41391 members 
Mstep: Class 31 contains 20560 members 
Mstep: Class 32 contains 11105 members 
Mstep: Class 33 contains 68209 members 
Mstep: Class 34 contains 1253 members 
Mstep: Class 35 contains 7619 members 
Mstep: Class 36 contains 14999 members 
Mstep: Class 37 contains 24197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141680.000000 Penalty: 131188.937500
Iteration 266Q: 38 clusters Score -1.571417e+08 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 154602 members 
Mstep: Class 2 contains 8833 members 
Mstep: Class 3 contains 9937 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 5014 members 
Mstep: Class 6 contains 59034 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35618 members 
Mstep: Class 9 contains 16383 members 
Mstep: Class 10 contains 33167 members 
Mstep: Class 11 contains 6410 members 
Mstep: Class 12 contains 18069 members 
Mstep: Class 13 contains 143891 members 
Mstep: Class 14 contains 16475 members 
Mstep: Class 15 contains 303287 members 
Mstep: Class 16 contains 2765 members 
Mstep: Class 17 contains 19298 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 3298 members 
Mstep: Class 21 contains 3318 members 
Mstep: Class 22 contains 289221 members 
Mstep: Class 23 contains 41844 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 13603 members 
Mstep: Class 27 contains 196277 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 7332 members 
Mstep: Class 30 contains 41403 members 
Mstep: Class 31 contains 20556 members 
Mstep: Class 32 contains 11106 members 
Mstep: Class 33 contains 68313 members 
Mstep: Class 34 contains 1253 members 
Mstep: Class 35 contains 7621 members 
Mstep: Class 36 contains 15003 members 
Mstep: Class 37 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142096.000000 Penalty: 131188.937500
Iteration 267Q: 38 clusters Score -1.571421e+08 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 155567 members 
Mstep: Class 2 contains 8827 members 
Mstep: Class 3 contains 9895 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 5017 members 
Mstep: Class 6 contains 59070 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35615 members 
Mstep: Class 9 contains 16387 members 
Mstep: Class 10 contains 33245 members 
Mstep: Class 11 contains 6410 members 
Mstep: Class 12 contains 18064 members 
Mstep: Class 13 contains 144804 members 
Mstep: Class 14 contains 16473 members 
Mstep: Class 15 contains 300753 members 
Mstep: Class 16 contains 2764 members 
Mstep: Class 17 contains 19296 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 19 contains 5445 members 
Mstep: Class 20 contains 3304 members 
Mstep: Class 21 contains 3320 members 
Mstep: Class 22 contains 289214 members 
Mstep: Class 23 contains 41930 members 
Mstep: Class 24 contains 16421 members 
Mstep: Class 25 contains 6882 members 
Mstep: Class 26 contains 13600 members 
Mstep: Class 27 contains 196637 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 7329 members 
Mstep: Class 30 contains 41426 members 
Mstep: Class 31 contains 20555 members 
Mstep: Class 32 contains 11107 members 
Mstep: Class 33 contains 68406 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 7622 members 
Mstep: Class 36 contains 15006 members 
Mstep: Class 37 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141968.000000 Penalty: 131188.937500
Iteration 268Q: 38 clusters Score -1.57142e+08 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 156543 members 
Mstep: Class 2 contains 8821 members 
Mstep: Class 3 contains 9859 members 
Mstep: Class 4 contains 3401 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 59101 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35609 members 
Mstep: Class 9 contains 16392 members 
Mstep: Class 10 contains 33324 members 
Mstep: Class 11 contains 6415 members 
Mstep: Class 12 contains 18057 members 
Mstep: Class 13 contains 145637 members 
Mstep: Class 14 contains 16472 members 
Mstep: Class 15 contains 298310 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 19296 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 5483 members 
Mstep: Class 20 contains 3309 members 
Mstep: Class 21 contains 3318 members 
Mstep: Class 22 contains 289204 members 
Mstep: Class 23 contains 42008 members 
Mstep: Class 24 contains 16418 members 
Mstep: Class 25 contains 6882 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 197014 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 7315 members 
Mstep: Class 30 contains 41441 members 
Mstep: Class 31 contains 20553 members 
Mstep: Class 32 contains 11108 members 
Mstep: Class 33 contains 68491 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 7625 members 
Mstep: Class 36 contains 15008 members 
Mstep: Class 37 contains 24217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142256.000000 Penalty: 131188.937500
Iteration 269Q: 38 clusters Score -1.571423e+08 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 157545 members 
Mstep: Class 2 contains 8816 members 
Mstep: Class 3 contains 9837 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 5022 members 
Mstep: Class 6 contains 59155 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35603 members 
Mstep: Class 9 contains 16395 members 
Mstep: Class 10 contains 33396 members 
Mstep: Class 11 contains 6418 members 
Mstep: Class 12 contains 18052 members 
Mstep: Class 13 contains 146488 members 
Mstep: Class 14 contains 16468 members 
Mstep: Class 15 contains 295888 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 19302 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 5521 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 3314 members 
Mstep: Class 22 contains 289170 members 
Mstep: Class 23 contains 42071 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6882 members 
Mstep: Class 26 contains 13593 members 
Mstep: Class 27 contains 197334 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 7303 members 
Mstep: Class 30 contains 41445 members 
Mstep: Class 31 contains 20551 members 
Mstep: Class 32 contains 11108 members 
Mstep: Class 33 contains 68572 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 7629 members 
Mstep: Class 36 contains 15009 members 
Mstep: Class 37 contains 24229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142656.000000 Penalty: 131188.937500
Iteration 270Q: 38 clusters Score -1.571427e+08 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158567 members 
Mstep: Class 2 contains 8810 members 
Mstep: Class 3 contains 9823 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 59201 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35608 members 
Mstep: Class 9 contains 16397 members 
Mstep: Class 10 contains 33484 members 
Mstep: Class 11 contains 6419 members 
Mstep: Class 12 contains 18045 members 
Mstep: Class 13 contains 147335 members 
Mstep: Class 14 contains 16459 members 
Mstep: Class 15 contains 293524 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 19291 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 5552 members 
Mstep: Class 20 contains 3316 members 
Mstep: Class 21 contains 3312 members 
Mstep: Class 22 contains 289112 members 
Mstep: Class 23 contains 42125 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6882 members 
Mstep: Class 26 contains 13588 members 
Mstep: Class 27 contains 197653 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 7284 members 
Mstep: Class 30 contains 41452 members 
Mstep: Class 31 contains 20542 members 
Mstep: Class 32 contains 11109 members 
Mstep: Class 33 contains 68647 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 7632 members 
Mstep: Class 36 contains 15009 members 
Mstep: Class 37 contains 24230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157143056.000000 Penalty: 131188.937500
Iteration 271Q: 38 clusters Score -1.571431e+08 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159601 members 
Mstep: Class 2 contains 8806 members 
Mstep: Class 3 contains 9806 members 
Mstep: Class 4 contains 3401 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 59271 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35613 members 
Mstep: Class 9 contains 16395 members 
Mstep: Class 10 contains 33613 members 
Mstep: Class 11 contains 6424 members 
Mstep: Class 12 contains 18040 members 
Mstep: Class 13 contains 148118 members 
Mstep: Class 14 contains 16454 members 
Mstep: Class 15 contains 291162 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 19290 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 3317 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 289036 members 
Mstep: Class 23 contains 42164 members 
Mstep: Class 24 contains 16416 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 13584 members 
Mstep: Class 27 contains 197953 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 7264 members 
Mstep: Class 30 contains 41456 members 
Mstep: Class 31 contains 20535 members 
Mstep: Class 32 contains 11110 members 
Mstep: Class 33 contains 68736 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 7638 members 
Mstep: Class 36 contains 15014 members 
Mstep: Class 37 contains 24231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157143216.000000 Penalty: 131188.937500
Iteration 272Q: 38 clusters Score -1.571432e+08 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160572 members 
Mstep: Class 2 contains 8799 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 5027 members 
Mstep: Class 6 contains 59365 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35615 members 
Mstep: Class 9 contains 16399 members 
Mstep: Class 10 contains 33690 members 
Mstep: Class 11 contains 6424 members 
Mstep: Class 12 contains 18037 members 
Mstep: Class 13 contains 148926 members 
Mstep: Class 14 contains 16442 members 
Mstep: Class 15 contains 288922 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 19295 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 3319 members 
Mstep: Class 21 contains 3299 members 
Mstep: Class 22 contains 288943 members 
Mstep: Class 23 contains 42210 members 
Mstep: Class 24 contains 16416 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 13582 members 
Mstep: Class 27 contains 198217 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7251 members 
Mstep: Class 30 contains 41464 members 
Mstep: Class 31 contains 20528 members 
Mstep: Class 32 contains 11111 members 
Mstep: Class 33 contains 68807 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 7640 members 
Mstep: Class 36 contains 15021 members 
Mstep: Class 37 contains 24229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157143408.000000 Penalty: 131188.937500
Iteration 273Q: 38 clusters Score -1.571434e+08 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161479 members 
Mstep: Class 2 contains 8793 members 
Mstep: Class 3 contains 9783 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 59442 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35605 members 
Mstep: Class 9 contains 16396 members 
Mstep: Class 10 contains 33770 members 
Mstep: Class 11 contains 6427 members 
Mstep: Class 12 contains 18033 members 
Mstep: Class 13 contains 149713 members 
Mstep: Class 14 contains 16432 members 
Mstep: Class 15 contains 286780 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 19290 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 5665 members 
Mstep: Class 20 contains 3325 members 
Mstep: Class 21 contains 3295 members 
Mstep: Class 22 contains 288872 members 
Mstep: Class 23 contains 42244 members 
Mstep: Class 24 contains 16416 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 13580 members 
Mstep: Class 27 contains 198504 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7242 members 
Mstep: Class 30 contains 41472 members 
Mstep: Class 31 contains 20523 members 
Mstep: Class 32 contains 11113 members 
Mstep: Class 33 contains 68858 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 7644 members 
Mstep: Class 36 contains 15025 members 
Mstep: Class 37 contains 24224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157143632.000000 Penalty: 131188.937500
Iteration 274Q: 38 clusters Score -1.571436e+08 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162376 members 
Mstep: Class 2 contains 8784 members 
Mstep: Class 3 contains 9772 members 
Mstep: Class 4 contains 3403 members 
Mstep: Class 5 contains 5028 members 
Mstep: Class 6 contains 59516 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35592 members 
Mstep: Class 9 contains 16396 members 
Mstep: Class 10 contains 33852 members 
Mstep: Class 11 contains 6430 members 
Mstep: Class 12 contains 18034 members 
Mstep: Class 13 contains 150461 members 
Mstep: Class 14 contains 16427 members 
Mstep: Class 15 contains 284651 members 
Mstep: Class 16 contains 2745 members 
Mstep: Class 17 contains 19287 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 5700 members 
Mstep: Class 20 contains 3328 members 
Mstep: Class 21 contains 3296 members 
Mstep: Class 22 contains 288803 members 
Mstep: Class 23 contains 42278 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 6885 members 
Mstep: Class 26 contains 13578 members 
Mstep: Class 27 contains 198788 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7236 members 
Mstep: Class 30 contains 41484 members 
Mstep: Class 31 contains 20522 members 
Mstep: Class 32 contains 11114 members 
Mstep: Class 33 contains 68924 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 7648 members 
Mstep: Class 36 contains 15026 members 
Mstep: Class 37 contains 24225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157144016.000000 Penalty: 131188.937500
Iteration 275Q: 38 clusters Score -1.57144e+08 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163286 members 
Mstep: Class 2 contains 8771 members 
Mstep: Class 3 contains 9758 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 5027 members 
Mstep: Class 6 contains 59588 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35598 members 
Mstep: Class 9 contains 16392 members 
Mstep: Class 10 contains 33950 members 
Mstep: Class 11 contains 6430 members 
Mstep: Class 12 contains 18030 members 
Mstep: Class 13 contains 151211 members 
Mstep: Class 14 contains 16427 members 
Mstep: Class 15 contains 282565 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 19288 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 5729 members 
Mstep: Class 20 contains 3331 members 
Mstep: Class 21 contains 3289 members 
Mstep: Class 22 contains 288734 members 
Mstep: Class 23 contains 42315 members 
Mstep: Class 24 contains 16416 members 
Mstep: Class 25 contains 6886 members 
Mstep: Class 26 contains 13574 members 
Mstep: Class 27 contains 199024 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7223 members 
Mstep: Class 30 contains 41491 members 
Mstep: Class 31 contains 20523 members 
Mstep: Class 32 contains 11113 members 
Mstep: Class 33 contains 68987 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 7652 members 
Mstep: Class 36 contains 15026 members 
Mstep: Class 37 contains 24222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157144064.000000 Penalty: 131188.937500
Iteration 276Q: 38 clusters Score -1.571441e+08 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 164194 members 
Mstep: Class 2 contains 8766 members 
Mstep: Class 3 contains 9749 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 5028 members 
Mstep: Class 6 contains 59673 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35602 members 
Mstep: Class 9 contains 16397 members 
Mstep: Class 10 contains 34031 members 
Mstep: Class 11 contains 6429 members 
Mstep: Class 12 contains 18029 members 
Mstep: Class 13 contains 151907 members 
Mstep: Class 14 contains 16429 members 
Mstep: Class 15 contains 280543 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 19282 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 5761 members 
Mstep: Class 20 contains 3338 members 
Mstep: Class 21 contains 3282 members 
Mstep: Class 22 contains 288630 members 
Mstep: Class 23 contains 42353 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 6889 members 
Mstep: Class 26 contains 13571 members 
Mstep: Class 27 contains 199241 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7210 members 
Mstep: Class 30 contains 41495 members 
Mstep: Class 31 contains 20523 members 
Mstep: Class 32 contains 11114 members 
Mstep: Class 33 contains 69070 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 7652 members 
Mstep: Class 36 contains 15026 members 
Mstep: Class 37 contains 24226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157144592.000000 Penalty: 131188.937500
Iteration 277Q: 38 clusters Score -1.571446e+08 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 165080 members 
Mstep: Class 2 contains 8759 members 
Mstep: Class 3 contains 9741 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 5027 members 
Mstep: Class 6 contains 59749 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35605 members 
Mstep: Class 9 contains 16400 members 
Mstep: Class 10 contains 34109 members 
Mstep: Class 11 contains 6433 members 
Mstep: Class 12 contains 18027 members 
Mstep: Class 13 contains 152592 members 
Mstep: Class 14 contains 16430 members 
Mstep: Class 15 contains 278573 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 19274 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 3347 members 
Mstep: Class 21 contains 3272 members 
Mstep: Class 22 contains 288517 members 
Mstep: Class 23 contains 42392 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 6891 members 
Mstep: Class 26 contains 13571 members 
Mstep: Class 27 contains 199457 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7208 members 
Mstep: Class 30 contains 41499 members 
Mstep: Class 31 contains 20518 members 
Mstep: Class 32 contains 11114 members 
Mstep: Class 33 contains 69160 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 7652 members 
Mstep: Class 36 contains 15024 members 
Mstep: Class 37 contains 24223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145024.000000 Penalty: 131188.937500
Iteration 278Q: 38 clusters Score -1.57145e+08 nChanged 2816
Entering ConstructFrom: 
Score: -157145024.000000 Penalty: 131188.937500
Entering ConstructFrom: 
Trying to split cluster 1 (165932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165932 members 
Entering Unmasked Estep 
Score: -16702329.000000 Penalty: 2980.794434
	Iteration 0F: 2 clusters Score -1.670233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -16591816.000000 Penalty: 5961.588867
	Iteration 0F: 3 clusters Score -1.659182e+07 nChanged 79340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 79290 members 
Entering Unmasked Estep 
Score: -16637356.000000 Penalty: 5961.588867
	Iteration 1F: 3 clusters Score -1.663736e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88883 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -16638448.000000 Penalty: 5961.588867
	Iteration 2Q: 3 clusters Score -1.663845e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92456 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -16639740.000000 Penalty: 5961.588867
	Iteration 3Q: 3 clusters Score -1.663974e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97816 members 
Mstep: Class 2 contains 68116 members 
Entering Unmasked Estep 
Score: -16641904.000000 Penalty: 5961.588867
	Iteration 4Q: 3 clusters Score -1.66419e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -16645988.000000 Penalty: 5961.588867
	Iteration 5F: 3 clusters Score -1.664599e+07 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117191 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -16653393.000000 Penalty: 5961.588867
	Iteration 6F: 3 clusters Score -1.665339e+07 nChanged 14587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131754 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -16665658.000000 Penalty: 5961.588867
	Iteration 7F: 3 clusters Score -1.666566e+07 nChanged 15108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146858 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -16680496.000000 Penalty: 5961.588867
	Iteration 8F: 3 clusters Score -1.66805e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158097 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -16692063.000000 Penalty: 5961.588867
	Iteration 9F: 3 clusters Score -1.669206e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163567 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -16697483.000000 Penalty: 5961.588867
	Iteration 10Q: 3 clusters Score -1.669748e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165277 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -16699043.000000 Penalty: 5961.588867
	Iteration 11Q: 3 clusters Score -1.669904e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165652 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16699425.000000 Penalty: 5961.588867
	Iteration 12Q: 3 clusters Score -1.669942e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165722 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16699575.000000 Penalty: 5961.588867
	Iteration 13Q: 3 clusters Score -1.669958e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165745 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16699606.000000 Penalty: 5961.588867
	Iteration 14Q: 3 clusters Score -1.669961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165755 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16699636.000000 Penalty: 5961.588867
	Iteration 15Q: 3 clusters Score -1.669964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165758 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16699651.000000 Penalty: 5961.588867
	Iteration 16Q: 3 clusters Score -1.669965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165759 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16699669.000000 Penalty: 5961.588867
	Iteration 17Q: 3 clusters Score -1.669967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165759 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16699671.000000 Penalty: 5961.588867
	Iteration 18Q: 3 clusters Score -1.669967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165760 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16699669.000000 Penalty: 5961.588867
	Iteration 19Q: 3 clusters Score -1.669967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165760 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16699669.000000 Penalty: 5961.588867
	Iteration 20F: 3 clusters Score -1.669967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Entering Unmasked Estep 
Score: -876360.000000 Penalty: 2251.020264
	Iteration 0F: 2 clusters Score -876360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -869454.750000 Penalty: 4502.040527
	Iteration 0F: 3 clusters Score -869454.8 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -871398.187500 Penalty: 4502.040527
	Iteration 1F: 3 clusters Score -871398.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -871675.687500 Penalty: 4502.040527
	Iteration 2F: 3 clusters Score -871675.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -871887.500000 Penalty: 4502.040527
	Iteration 3F: 3 clusters Score -871887.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -872023.375000 Penalty: 4502.040527
	Iteration 4Q: 3 clusters Score -872023.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -872136.562500 Penalty: 4502.040527
	Iteration 5Q: 3 clusters Score -872136.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -872225.875000 Penalty: 4502.040527
	Iteration 6Q: 3 clusters Score -872225.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -872313.875000 Penalty: 4502.040527
	Iteration 7Q: 3 clusters Score -872313.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -872404.500000 Penalty: 4502.040527
	Iteration 8Q: 3 clusters Score -872404.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -872505.312500 Penalty: 4502.040527
	Iteration 9Q: 3 clusters Score -872505.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -872615.312500 Penalty: 4502.040527
	Iteration 10Q: 3 clusters Score -872615.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -872730.062500 Penalty: 4502.040527
	Iteration 11Q: 3 clusters Score -872730.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -872860.375000 Penalty: 4502.040527
	Iteration 12Q: 3 clusters Score -872860.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -873000.437500 Penalty: 4502.040527
	Iteration 13Q: 3 clusters Score -873000.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -873127.937500 Penalty: 4502.040527
	Iteration 14Q: 3 clusters Score -873127.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -873254.000000 Penalty: 4502.040527
	Iteration 15Q: 3 clusters Score -873254 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -873380.250000 Penalty: 4502.040527
	Iteration 16Q: 3 clusters Score -873380.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -873506.562500 Penalty: 4502.040527
	Iteration 17Q: 3 clusters Score -873506.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -873621.875000 Penalty: 4502.040527
	Iteration 18Q: 3 clusters Score -873621.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -873732.062500 Penalty: 4502.040527
	Iteration 19Q: 3 clusters Score -873732.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -873842.000000 Penalty: 4502.040527
	Iteration 20F: 3 clusters Score -873842 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -873920.312500 Penalty: 4502.040527
	Iteration 21Q: 3 clusters Score -873920.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -873978.562500 Penalty: 4502.040527
	Iteration 22Q: 3 clusters Score -873978.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -874025.937500 Penalty: 4502.040527
	Iteration 23Q: 3 clusters Score -874025.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -874069.187500 Penalty: 4502.040527
	Iteration 24Q: 3 clusters Score -874069.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -874113.500000 Penalty: 4502.040527
	Iteration 25Q: 3 clusters Score -874113.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -874147.937500 Penalty: 4502.040527
	Iteration 26Q: 3 clusters Score -874147.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -874180.062500 Penalty: 4502.040527
	Iteration 27Q: 3 clusters Score -874180.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -874206.937500 Penalty: 4502.040527
	Iteration 28Q: 3 clusters Score -874206.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -874225.750000 Penalty: 4502.040527
	Iteration 29Q: 3 clusters Score -874225.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -874246.250000 Penalty: 4502.040527
	Iteration 30Q: 3 clusters Score -874246.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -874262.937500 Penalty: 4502.040527
	Iteration 31Q: 3 clusters Score -874262.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -874286.437500 Penalty: 4502.040527
	Iteration 32Q: 3 clusters Score -874286.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -874306.250000 Penalty: 4502.040527
	Iteration 33Q: 3 clusters Score -874306.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -874320.875000 Penalty: 4502.040527
	Iteration 34Q: 3 clusters Score -874320.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -874333.187500 Penalty: 4502.040527
	Iteration 35Q: 3 clusters Score -874333.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -874345.562500 Penalty: 4502.040527
	Iteration 36Q: 3 clusters Score -874345.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -874359.687500 Penalty: 4502.040527
	Iteration 37Q: 3 clusters Score -874359.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -874370.000000 Penalty: 4502.040527
	Iteration 38Q: 3 clusters Score -874370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -874378.562500 Penalty: 4502.040527
	Iteration 39Q: 3 clusters Score -874378.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -874385.375000 Penalty: 4502.040527
	Iteration 40F: 3 clusters Score -874385.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -874397.125000 Penalty: 4502.040527
	Iteration 41Q: 3 clusters Score -874397.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -874400.187500 Penalty: 4502.040527
	Iteration 42Q: 3 clusters Score -874400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -874402.812500 Penalty: 4502.040527
	Iteration 43Q: 3 clusters Score -874402.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -874403.500000 Penalty: 4502.040527
	Iteration 44Q: 3 clusters Score -874403.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -874407.125000 Penalty: 4502.040527
	Iteration 45Q: 3 clusters Score -874407.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -874411.062500 Penalty: 4502.040527
	Iteration 46Q: 3 clusters Score -874411.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -874416.500000 Penalty: 4502.040527
	Iteration 47Q: 3 clusters Score -874416.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -874420.312500 Penalty: 4502.040527
	Iteration 48Q: 3 clusters Score -874420.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -874421.500000 Penalty: 4502.040527
	Iteration 49Q: 3 clusters Score -874421.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -874422.375000 Penalty: 4502.040527
	Iteration 50Q: 3 clusters Score -874422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -874426.937500 Penalty: 4502.040527
	Iteration 51Q: 3 clusters Score -874426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -874427.375000 Penalty: 4502.040527
	Iteration 52Q: 3 clusters Score -874427.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -874428.750000 Penalty: 4502.040527
	Iteration 53Q: 3 clusters Score -874428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -874428.750000 Penalty: 4502.040527
	Iteration 54F: 3 clusters Score -874428.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Entering Unmasked Estep 
Score: -936817.625000 Penalty: 2277.503906
	Iteration 0F: 2 clusters Score -936817.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -929338.500000 Penalty: 4555.007812
	Iteration 0F: 3 clusters Score -929338.5 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -931414.812500 Penalty: 4555.007812
	Iteration 1F: 3 clusters Score -931414.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -931670.562500 Penalty: 4555.007812
	Iteration 2F: 3 clusters Score -931670.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -931822.312500 Penalty: 4555.007812
	Iteration 3Q: 3 clusters Score -931822.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -931945.812500 Penalty: 4555.007812
	Iteration 4Q: 3 clusters Score -931945.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -932070.312500 Penalty: 4555.007812
	Iteration 5Q: 3 clusters Score -932070.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -932196.687500 Penalty: 4555.007812
	Iteration 6Q: 3 clusters Score -932196.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -932315.687500 Penalty: 4555.007812
	Iteration 7Q: 3 clusters Score -932315.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -932442.750000 Penalty: 4555.007812
	Iteration 8Q: 3 clusters Score -932442.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -932575.812500 Penalty: 4555.007812
	Iteration 9Q: 3 clusters Score -932575.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -932725.625000 Penalty: 4555.007812
	Iteration 10Q: 3 clusters Score -932725.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -932888.937500 Penalty: 4555.007812
	Iteration 11Q: 3 clusters Score -932888.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -933064.375000 Penalty: 4555.007812
	Iteration 12Q: 3 clusters Score -933064.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -933252.062500 Penalty: 4555.007812
	Iteration 13Q: 3 clusters Score -933252.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -933437.125000 Penalty: 4555.007812
	Iteration 14Q: 3 clusters Score -933437.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -933616.625000 Penalty: 4555.007812
	Iteration 15Q: 3 clusters Score -933616.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -933779.937500 Penalty: 4555.007812
	Iteration 16Q: 3 clusters Score -933779.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -933964.187500 Penalty: 4555.007812
	Iteration 17Q: 3 clusters Score -933964.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -934139.375000 Penalty: 4555.007812
	Iteration 18Q: 3 clusters Score -934139.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -934322.875000 Penalty: 4555.007812
	Iteration 19Q: 3 clusters Score -934322.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -934525.937500 Penalty: 4555.007812
	Iteration 20F: 3 clusters Score -934525.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -934761.500000 Penalty: 4555.007812
	Iteration 21Q: 3 clusters Score -934761.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -935000.437500 Penalty: 4555.007812
	Iteration 22Q: 3 clusters Score -935000.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -935249.562500 Penalty: 4555.007812
	Iteration 23Q: 3 clusters Score -935249.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -935510.062500 Penalty: 4555.007812
	Iteration 24Q: 3 clusters Score -935510.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -935682.562500 Penalty: 4555.007812
	Iteration 25Q: 3 clusters Score -935682.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -935776.812500 Penalty: 4555.007812
	Iteration 26Q: 3 clusters Score -935776.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -935826.062500 Penalty: 4555.007812
	Iteration 27Q: 3 clusters Score -935826.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -935847.125000 Penalty: 4555.007812
	Iteration 28Q: 3 clusters Score -935847.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -935861.187500 Penalty: 4555.007812
	Iteration 29Q: 3 clusters Score -935861.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -935872.687500 Penalty: 4555.007812
	Iteration 30Q: 3 clusters Score -935872.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -935881.125000 Penalty: 4555.007812
	Iteration 31Q: 3 clusters Score -935881.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -935884.750000 Penalty: 4555.007812
	Iteration 32Q: 3 clusters Score -935884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -935886.250000 Penalty: 4555.007812
	Iteration 33Q: 3 clusters Score -935886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -935884.875000 Penalty: 4555.007812
	Iteration 34Q: 3 clusters Score -935884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -935885.625000 Penalty: 4555.007812
	Iteration 35Q: 3 clusters Score -935885.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -935887.187500 Penalty: 4555.007812
	Iteration 36Q: 3 clusters Score -935887.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -935886.750000 Penalty: 4555.007812
	Iteration 37Q: 3 clusters Score -935886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -935886.500000 Penalty: 4555.007812
	Iteration 38Q: 3 clusters Score -935886.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -935887.437500 Penalty: 4555.007812
	Iteration 39Q: 3 clusters Score -935887.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -935886.562500 Penalty: 4555.007812
	Iteration 40F: 3 clusters Score -935886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -935886.750000 Penalty: 4555.007812
	Iteration 41Q: 3 clusters Score -935886.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -935887.937500 Penalty: 4555.007812
	Iteration 42Q: 3 clusters Score -935887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -935889.812500 Penalty: 4555.007812
	Iteration 43Q: 3 clusters Score -935889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -935888.562500 Penalty: 4555.007812
	Iteration 44Q: 3 clusters Score -935888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -935888.562500 Penalty: 4555.007812
	Iteration 45F: 3 clusters Score -935888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Entering Unmasked Estep 
Score: -321557.718750 Penalty: 2016.984131
	Iteration 0F: 2 clusters Score -321557.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -318060.312500 Penalty: 4033.968262
	Iteration 0F: 3 clusters Score -318060.3 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -318764.343750 Penalty: 4033.968262
	Iteration 1F: 3 clusters Score -318764.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -318954.843750 Penalty: 4033.968262
	Iteration 2F: 3 clusters Score -318954.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -319123.281250 Penalty: 4033.968262
	Iteration 3F: 3 clusters Score -319123.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -319282.531250 Penalty: 4033.968262
	Iteration 4Q: 3 clusters Score -319282.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -319440.718750 Penalty: 4033.968262
	Iteration 5Q: 3 clusters Score -319440.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -319546.843750 Penalty: 4033.968262
	Iteration 6Q: 3 clusters Score -319546.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -319638.031250 Penalty: 4033.968262
	Iteration 7Q: 3 clusters Score -319638 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -319699.906250 Penalty: 4033.968262
	Iteration 8Q: 3 clusters Score -319699.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -319747.593750 Penalty: 4033.968262
	Iteration 9Q: 3 clusters Score -319747.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -319781.656250 Penalty: 4033.968262
	Iteration 10Q: 3 clusters Score -319781.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -319808.593750 Penalty: 4033.968262
	Iteration 11Q: 3 clusters Score -319808.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -319838.250000 Penalty: 4033.968262
	Iteration 12Q: 3 clusters Score -319838.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -319878.531250 Penalty: 4033.968262
	Iteration 13Q: 3 clusters Score -319878.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -319916.000000 Penalty: 4033.968262
	Iteration 14Q: 3 clusters Score -319916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -319951.593750 Penalty: 4033.968262
	Iteration 15Q: 3 clusters Score -319951.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -319986.718750 Penalty: 4033.968262
	Iteration 16Q: 3 clusters Score -319986.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -320019.468750 Penalty: 4033.968262
	Iteration 17Q: 3 clusters Score -320019.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -320043.937500 Penalty: 4033.968262
	Iteration 18Q: 3 clusters Score -320043.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -320064.406250 Penalty: 4033.968262
	Iteration 19Q: 3 clusters Score -320064.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -320075.843750 Penalty: 4033.968262
	Iteration 20F: 3 clusters Score -320075.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -320084.000000 Penalty: 4033.968262
	Iteration 21Q: 3 clusters Score -320084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -320086.781250 Penalty: 4033.968262
	Iteration 22Q: 3 clusters Score -320086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -320088.906250 Penalty: 4033.968262
	Iteration 23Q: 3 clusters Score -320088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -320089.531250 Penalty: 4033.968262
	Iteration 24Q: 3 clusters Score -320089.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -320091.437500 Penalty: 4033.968262
	Iteration 25Q: 3 clusters Score -320091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -320091.625000 Penalty: 4033.968262
	Iteration 26Q: 3 clusters Score -320091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -320091.781250 Penalty: 4033.968262
	Iteration 27Q: 3 clusters Score -320091.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -320092.906250 Penalty: 4033.968262
	Iteration 28Q: 3 clusters Score -320092.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -320093.562500 Penalty: 4033.968262
	Iteration 29Q: 3 clusters Score -320093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -320093.562500 Penalty: 4033.968262
	Iteration 30F: 3 clusters Score -320093.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -422927.375000 Penalty: 2113.698242
	Iteration 0F: 2 clusters Score -422927.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -418534.406250 Penalty: 4227.396484
	Iteration 0F: 3 clusters Score -418534.4 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -419844.781250 Penalty: 4227.396484
	Iteration 1F: 3 clusters Score -419844.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -420239.062500 Penalty: 4227.396484
	Iteration 2F: 3 clusters Score -420239.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -420504.968750 Penalty: 4227.396484
	Iteration 3F: 3 clusters Score -420505 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -420725.187500 Penalty: 4227.396484
	Iteration 4F: 3 clusters Score -420725.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -420907.125000 Penalty: 4227.396484
	Iteration 5Q: 3 clusters Score -420907.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -421047.468750 Penalty: 4227.396484
	Iteration 6Q: 3 clusters Score -421047.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -421172.406250 Penalty: 4227.396484
	Iteration 7Q: 3 clusters Score -421172.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -421291.812500 Penalty: 4227.396484
	Iteration 8Q: 3 clusters Score -421291.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -421377.218750 Penalty: 4227.396484
	Iteration 9Q: 3 clusters Score -421377.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -421443.562500 Penalty: 4227.396484
	Iteration 10Q: 3 clusters Score -421443.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -421504.218750 Penalty: 4227.396484
	Iteration 11Q: 3 clusters Score -421504.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -421552.187500 Penalty: 4227.396484
	Iteration 12Q: 3 clusters Score -421552.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -421597.343750 Penalty: 4227.396484
	Iteration 13Q: 3 clusters Score -421597.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -421628.062500 Penalty: 4227.396484
	Iteration 14Q: 3 clusters Score -421628.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -421649.687500 Penalty: 4227.396484
	Iteration 15Q: 3 clusters Score -421649.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -421668.156250 Penalty: 4227.396484
	Iteration 16Q: 3 clusters Score -421668.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -421682.093750 Penalty: 4227.396484
	Iteration 17Q: 3 clusters Score -421682.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -421697.531250 Penalty: 4227.396484
	Iteration 18Q: 3 clusters Score -421697.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -421711.375000 Penalty: 4227.396484
	Iteration 19Q: 3 clusters Score -421711.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -421724.875000 Penalty: 4227.396484
	Iteration 20F: 3 clusters Score -421724.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -421737.968750 Penalty: 4227.396484
	Iteration 21Q: 3 clusters Score -421738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -421752.937500 Penalty: 4227.396484
	Iteration 22Q: 3 clusters Score -421752.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -421762.437500 Penalty: 4227.396484
	Iteration 23Q: 3 clusters Score -421762.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -421770.093750 Penalty: 4227.396484
	Iteration 24Q: 3 clusters Score -421770.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -421779.468750 Penalty: 4227.396484
	Iteration 25Q: 3 clusters Score -421779.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -421785.375000 Penalty: 4227.396484
	Iteration 26Q: 3 clusters Score -421785.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -421792.875000 Penalty: 4227.396484
	Iteration 27Q: 3 clusters Score -421792.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -421802.406250 Penalty: 4227.396484
	Iteration 28Q: 3 clusters Score -421802.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -421809.750000 Penalty: 4227.396484
	Iteration 29Q: 3 clusters Score -421809.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -421819.625000 Penalty: 4227.396484
	Iteration 30Q: 3 clusters Score -421819.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -421827.187500 Penalty: 4227.396484
	Iteration 31Q: 3 clusters Score -421827.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -421835.312500 Penalty: 4227.396484
	Iteration 32Q: 3 clusters Score -421835.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -421842.937500 Penalty: 4227.396484
	Iteration 33Q: 3 clusters Score -421842.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -421849.031250 Penalty: 4227.396484
	Iteration 34Q: 3 clusters Score -421849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -421856.187500 Penalty: 4227.396484
	Iteration 35Q: 3 clusters Score -421856.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -421860.843750 Penalty: 4227.396484
	Iteration 36Q: 3 clusters Score -421860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -421865.000000 Penalty: 4227.396484
	Iteration 37Q: 3 clusters Score -421865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -421868.625000 Penalty: 4227.396484
	Iteration 38Q: 3 clusters Score -421868.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -421870.531250 Penalty: 4227.396484
	Iteration 39Q: 3 clusters Score -421870.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -421871.437500 Penalty: 4227.396484
	Iteration 40F: 3 clusters Score -421871.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -421873.156250 Penalty: 4227.396484
	Iteration 41Q: 3 clusters Score -421873.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -421874.500000 Penalty: 4227.396484
	Iteration 42Q: 3 clusters Score -421874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -421875.468750 Penalty: 4227.396484
	Iteration 43Q: 3 clusters Score -421875.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -421875.468750 Penalty: 4227.396484
	Iteration 44F: 3 clusters Score -421875.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (59842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Entering Unmasked Estep 
Score: -6023489.500000 Penalty: 2727.866943
	Iteration 0F: 2 clusters Score -6023490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -5983320.500000 Penalty: 5455.733887
	Iteration 0F: 3 clusters Score -5983320 nChanged 27855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -5998930.500000 Penalty: 5455.733887
	Iteration 1F: 3 clusters Score -5998930 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -5999824.000000 Penalty: 5455.733887
	Iteration 2Q: 3 clusters Score -5999824 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -6001004.000000 Penalty: 5455.733887
	Iteration 3Q: 3 clusters Score -6001004 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -6002795.500000 Penalty: 5455.733887
	Iteration 4F: 3 clusters Score -6002796 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -6005614.000000 Penalty: 5455.733887
	Iteration 5F: 3 clusters Score -6005614 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -6009680.000000 Penalty: 5455.733887
	Iteration 6F: 3 clusters Score -6009680 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -6014094.000000 Penalty: 5455.733887
	Iteration 7F: 3 clusters Score -6014094 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -6017366.000000 Penalty: 5455.733887
	Iteration 8F: 3 clusters Score -6017366 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -6019065.500000 Penalty: 5455.733887
	Iteration 9Q: 3 clusters Score -6019066 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -6019885.500000 Penalty: 5455.733887
	Iteration 10Q: 3 clusters Score -6019886 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -6020360.000000 Penalty: 5455.733887
	Iteration 11Q: 3 clusters Score -6020360 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -6020771.500000 Penalty: 5455.733887
	Iteration 12Q: 3 clusters Score -6020772 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -6021115.500000 Penalty: 5455.733887
	Iteration 13Q: 3 clusters Score -6021116 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -6021331.000000 Penalty: 5455.733887
	Iteration 14Q: 3 clusters Score -6021331 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -6021514.000000 Penalty: 5455.733887
	Iteration 15Q: 3 clusters Score -6021514 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -6021654.000000 Penalty: 5455.733887
	Iteration 16Q: 3 clusters Score -6021654 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
Score: -6021730.500000 Penalty: 5455.733887
	Iteration 17Q: 3 clusters Score -6021730 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -6021788.000000 Penalty: 5455.733887
	Iteration 18Q: 3 clusters Score -6021788 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -6021828.000000 Penalty: 5455.733887
	Iteration 19Q: 3 clusters Score -6021828 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -6021869.500000 Penalty: 5455.733887
	Iteration 20F: 3 clusters Score -6021870 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -6021878.500000 Penalty: 5455.733887
	Iteration 21Q: 3 clusters Score -6021878 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 55725 members 
Entering Unmasked Estep 
Score: -6021900.000000 Penalty: 5455.733887
	Iteration 22Q: 3 clusters Score -6021900 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -6021925.500000 Penalty: 5455.733887
	Iteration 23Q: 3 clusters Score -6021926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -6021941.500000 Penalty: 5455.733887
	Iteration 24Q: 3 clusters Score -6021942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -6021936.000000 Penalty: 5455.733887
	Iteration 25Q: 3 clusters Score -6021936 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -6021950.000000 Penalty: 5455.733887
	Iteration 26Q: 3 clusters Score -6021950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -6021954.000000 Penalty: 5455.733887
	Iteration 27Q: 3 clusters Score -6021954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -6021965.500000 Penalty: 5455.733887
	Iteration 28Q: 3 clusters Score -6021966 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -6021979.000000 Penalty: 5455.733887
	Iteration 29Q: 3 clusters Score -6021979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -6021977.500000 Penalty: 5455.733887
	Iteration 30Q: 3 clusters Score -6021978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -6021975.500000 Penalty: 5455.733887
	Iteration 31Q: 3 clusters Score -6021976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -6021977.000000 Penalty: 5455.733887
	Iteration 32Q: 3 clusters Score -6021977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -6021990.500000 Penalty: 5455.733887
	Iteration 33Q: 3 clusters Score -6021990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -6022002.500000 Penalty: 5455.733887
	Iteration 34Q: 3 clusters Score -6022002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -6022012.000000 Penalty: 5455.733887
	Iteration 35Q: 3 clusters Score -6022012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -6022006.500000 Penalty: 5455.733887
	Iteration 36Q: 3 clusters Score -6022006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -6022018.000000 Penalty: 5455.733887
	Iteration 37Q: 3 clusters Score -6022018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -6022027.500000 Penalty: 5455.733887
	Iteration 38Q: 3 clusters Score -6022028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -6022036.000000 Penalty: 5455.733887
	Iteration 39Q: 3 clusters Score -6022036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -6022027.000000 Penalty: 5455.733887
	Iteration 40F: 3 clusters Score -6022027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -6022028.000000 Penalty: 5455.733887
	Iteration 41Q: 3 clusters Score -6022028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -6022033.000000 Penalty: 5455.733887
	Iteration 42Q: 3 clusters Score -6022033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -6022032.000000 Penalty: 5455.733887
	Iteration 43Q: 3 clusters Score -6022032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -6022029.000000 Penalty: 5455.733887
	Iteration 44Q: 3 clusters Score -6022029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -6022034.500000 Penalty: 5455.733887
	Iteration 45Q: 3 clusters Score -6022034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -6022041.000000 Penalty: 5455.733887
	Iteration 46Q: 3 clusters Score -6022041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -6022063.500000 Penalty: 5455.733887
	Iteration 47Q: 3 clusters Score -6022064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -6022069.500000 Penalty: 5455.733887
	Iteration 48Q: 3 clusters Score -6022070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -6022077.500000 Penalty: 5455.733887
	Iteration 49Q: 3 clusters Score -6022078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -6022081.500000 Penalty: 5455.733887
	Iteration 50Q: 3 clusters Score -6022082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -6022093.000000 Penalty: 5455.733887
	Iteration 51Q: 3 clusters Score -6022093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -6022104.000000 Penalty: 5455.733887
	Iteration 52Q: 3 clusters Score -6022104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -6022100.000000 Penalty: 5455.733887
	Iteration 53Q: 3 clusters Score -6022100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -6022100.500000 Penalty: 5455.733887
	Iteration 54Q: 3 clusters Score -6022100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -6022109.000000 Penalty: 5455.733887
	Iteration 55Q: 3 clusters Score -6022109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -6022107.000000 Penalty: 5455.733887
	Iteration 56Q: 3 clusters Score -6022107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -6022118.000000 Penalty: 5455.733887
	Iteration 57Q: 3 clusters Score -6022118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -6022117.500000 Penalty: 5455.733887
	Iteration 58Q: 3 clusters Score -6022118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -6022114.500000 Penalty: 5455.733887
	Iteration 59Q: 3 clusters Score -6022114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -6022125.500000 Penalty: 5455.733887
	Iteration 60F: 3 clusters Score -6022126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -6022127.500000 Penalty: 5455.733887
	Iteration 61Q: 3 clusters Score -6022128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -6022127.500000 Penalty: 5455.733887
	Iteration 62F: 3 clusters Score -6022128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -162772.296875 Penalty: 1845.010742
	Iteration 0F: 2 clusters Score -162772.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -160382.312500 Penalty: 3690.021484
	Iteration 0F: 3 clusters Score -160382.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -160748.734375 Penalty: 3690.021484
	Iteration 1F: 3 clusters Score -160748.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -160865.937500 Penalty: 3690.021484
	Iteration 2F: 3 clusters Score -160865.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -160957.656250 Penalty: 3690.021484
	Iteration 3Q: 3 clusters Score -160957.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -161013.671875 Penalty: 3690.021484
	Iteration 4Q: 3 clusters Score -161013.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -161061.359375 Penalty: 3690.021484
	Iteration 5Q: 3 clusters Score -161061.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -161091.609375 Penalty: 3690.021484
	Iteration 6Q: 3 clusters Score -161091.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -161113.593750 Penalty: 3690.021484
	Iteration 7Q: 3 clusters Score -161113.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -161134.125000 Penalty: 3690.021484
	Iteration 8Q: 3 clusters Score -161134.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -161155.640625 Penalty: 3690.021484
	Iteration 9Q: 3 clusters Score -161155.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -161171.078125 Penalty: 3690.021484
	Iteration 10Q: 3 clusters Score -161171.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -161192.593750 Penalty: 3690.021484
	Iteration 11Q: 3 clusters Score -161192.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -161212.593750 Penalty: 3690.021484
	Iteration 12Q: 3 clusters Score -161212.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -161227.171875 Penalty: 3690.021484
	Iteration 13Q: 3 clusters Score -161227.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -161237.656250 Penalty: 3690.021484
	Iteration 14Q: 3 clusters Score -161237.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -161242.703125 Penalty: 3690.021484
	Iteration 15Q: 3 clusters Score -161242.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -161255.546875 Penalty: 3690.021484
	Iteration 16Q: 3 clusters Score -161255.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -161268.843750 Penalty: 3690.021484
	Iteration 17Q: 3 clusters Score -161268.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -161280.875000 Penalty: 3690.021484
	Iteration 18Q: 3 clusters Score -161280.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -161295.125000 Penalty: 3690.021484
	Iteration 19Q: 3 clusters Score -161295.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -161307.687500 Penalty: 3690.021484
	Iteration 20F: 3 clusters Score -161307.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -161316.421875 Penalty: 3690.021484
	Iteration 21Q: 3 clusters Score -161316.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -161323.859375 Penalty: 3690.021484
	Iteration 22Q: 3 clusters Score -161323.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -161328.500000 Penalty: 3690.021484
	Iteration 23Q: 3 clusters Score -161328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -161331.390625 Penalty: 3690.021484
	Iteration 24Q: 3 clusters Score -161331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -161334.703125 Penalty: 3690.021484
	Iteration 25Q: 3 clusters Score -161334.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -161335.562500 Penalty: 3690.021484
	Iteration 26Q: 3 clusters Score -161335.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -161335.562500 Penalty: 3690.021484
	Iteration 27F: 3 clusters Score -161335.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Entering Unmasked Estep 
Score: -3472992.750000 Penalty: 2599.092773
	Iteration 0F: 2 clusters Score -3472993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -3448824.250000 Penalty: 5198.185547
	Iteration 0F: 3 clusters Score -3448824 nChanged 16113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -3457754.250000 Penalty: 5198.185547
	Iteration 1F: 3 clusters Score -3457754 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3458256.750000 Penalty: 5198.185547
	Iteration 2Q: 3 clusters Score -3458257 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3458724.000000 Penalty: 5198.185547
	Iteration 3Q: 3 clusters Score -3458724 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3459071.750000 Penalty: 5198.185547
	Iteration 4Q: 3 clusters Score -3459072 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3459423.750000 Penalty: 5198.185547
	Iteration 5Q: 3 clusters Score -3459424 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3459820.500000 Penalty: 5198.185547
	Iteration 6Q: 3 clusters Score -3459820 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3460238.000000 Penalty: 5198.185547
	Iteration 7Q: 3 clusters Score -3460238 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3460693.500000 Penalty: 5198.185547
	Iteration 8Q: 3 clusters Score -3460694 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -3461178.250000 Penalty: 5198.185547
	Iteration 9Q: 3 clusters Score -3461178 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3461704.750000 Penalty: 5198.185547
	Iteration 10Q: 3 clusters Score -3461705 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -3462310.500000 Penalty: 5198.185547
	Iteration 11Q: 3 clusters Score -3462310 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3463016.750000 Penalty: 5198.185547
	Iteration 12Q: 3 clusters Score -3463017 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3463814.500000 Penalty: 5198.185547
	Iteration 13Q: 3 clusters Score -3463814 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3464695.500000 Penalty: 5198.185547
	Iteration 14Q: 3 clusters Score -3464696 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -3465803.750000 Penalty: 5198.185547
	Iteration 15Q: 3 clusters Score -3465804 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -3466989.000000 Penalty: 5198.185547
	Iteration 16Q: 3 clusters Score -3466989 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3468031.500000 Penalty: 5198.185547
	Iteration 17Q: 3 clusters Score -3468032 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3468839.750000 Penalty: 5198.185547
	Iteration 18Q: 3 clusters Score -3468840 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -3469555.250000 Penalty: 5198.185547
	Iteration 19Q: 3 clusters Score -3469555 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3470089.750000 Penalty: 5198.185547
	Iteration 20F: 3 clusters Score -3470090 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3470544.250000 Penalty: 5198.185547
	Iteration 21Q: 3 clusters Score -3470544 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3470999.250000 Penalty: 5198.185547
	Iteration 22Q: 3 clusters Score -3470999 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3471417.750000 Penalty: 5198.185547
	Iteration 23Q: 3 clusters Score -3471418 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3471759.250000 Penalty: 5198.185547
	Iteration 24Q: 3 clusters Score -3471759 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -3471998.500000 Penalty: 5198.185547
	Iteration 25Q: 3 clusters Score -3471998 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -3472230.000000 Penalty: 5198.185547
	Iteration 26Q: 3 clusters Score -3472230 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -3472357.000000 Penalty: 5198.185547
	Iteration 27Q: 3 clusters Score -3472357 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3472470.000000 Penalty: 5198.185547
	Iteration 28Q: 3 clusters Score -3472470 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3472578.250000 Penalty: 5198.185547
	Iteration 29Q: 3 clusters Score -3472578 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3472630.250000 Penalty: 5198.185547
	Iteration 30Q: 3 clusters Score -3472630 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3472735.500000 Penalty: 5198.185547
	Iteration 31Q: 3 clusters Score -3472736 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3472789.500000 Penalty: 5198.185547
	Iteration 32Q: 3 clusters Score -3472790 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3472839.250000 Penalty: 5198.185547
	Iteration 33Q: 3 clusters Score -3472839 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3472889.000000 Penalty: 5198.185547
	Iteration 34Q: 3 clusters Score -3472889 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3472934.750000 Penalty: 5198.185547
	Iteration 35Q: 3 clusters Score -3472935 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3472970.250000 Penalty: 5198.185547
	Iteration 36Q: 3 clusters Score -3472970 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -3473004.250000 Penalty: 5198.185547
	Iteration 37Q: 3 clusters Score -3473004 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3473038.000000 Penalty: 5198.185547
	Iteration 38Q: 3 clusters Score -3473038 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -3473075.000000 Penalty: 5198.185547
	Iteration 39Q: 3 clusters Score -3473075 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -3473122.500000 Penalty: 5198.185547
	Iteration 40F: 3 clusters Score -3473122 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3473150.250000 Penalty: 5198.185547
	Iteration 41Q: 3 clusters Score -3473150 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -3473179.750000 Penalty: 5198.185547
	Iteration 42Q: 3 clusters Score -3473180 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3473207.500000 Penalty: 5198.185547
	Iteration 43Q: 3 clusters Score -3473208 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3473233.250000 Penalty: 5198.185547
	Iteration 44Q: 3 clusters Score -3473233 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -3473272.250000 Penalty: 5198.185547
	Iteration 45Q: 3 clusters Score -3473272 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -3473316.500000 Penalty: 5198.185547
	Iteration 46Q: 3 clusters Score -3473316 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -3473374.750000 Penalty: 5198.185547
	Iteration 47Q: 3 clusters Score -3473375 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3473403.500000 Penalty: 5198.185547
	Iteration 48Q: 3 clusters Score -3473404 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3473447.000000 Penalty: 5198.185547
	Iteration 49Q: 3 clusters Score -3473447 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3473478.500000 Penalty: 5198.185547
	Iteration 50Q: 3 clusters Score -3473478 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3473518.250000 Penalty: 5198.185547
	Iteration 51Q: 3 clusters Score -3473518 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3473540.500000 Penalty: 5198.185547
	Iteration 52Q: 3 clusters Score -3473540 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3473562.750000 Penalty: 5198.185547
	Iteration 53Q: 3 clusters Score -3473563 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3473581.000000 Penalty: 5198.185547
	Iteration 54Q: 3 clusters Score -3473581 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3473604.000000 Penalty: 5198.185547
	Iteration 55Q: 3 clusters Score -3473604 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3473618.750000 Penalty: 5198.185547
	Iteration 56Q: 3 clusters Score -3473619 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3473638.250000 Penalty: 5198.185547
	Iteration 57Q: 3 clusters Score -3473638 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3473664.500000 Penalty: 5198.185547
	Iteration 58Q: 3 clusters Score -3473664 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3473687.250000 Penalty: 5198.185547
	Iteration 59Q: 3 clusters Score -3473687 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3473702.750000 Penalty: 5198.185547
	Iteration 60F: 3 clusters Score -3473703 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3473714.250000 Penalty: 5198.185547
	Iteration 61Q: 3 clusters Score -3473714 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3473733.750000 Penalty: 5198.185547
	Iteration 62Q: 3 clusters Score -3473734 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3473740.250000 Penalty: 5198.185547
	Iteration 63Q: 3 clusters Score -3473740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3473752.250000 Penalty: 5198.185547
	Iteration 64Q: 3 clusters Score -3473752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3473764.750000 Penalty: 5198.185547
	Iteration 65Q: 3 clusters Score -3473765 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3473763.750000 Penalty: 5198.185547
	Iteration 66Q: 3 clusters Score -3473764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3473770.000000 Penalty: 5198.185547
	Iteration 67Q: 3 clusters Score -3473770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3473774.750000 Penalty: 5198.185547
	Iteration 68Q: 3 clusters Score -3473775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3473774.750000 Penalty: 5198.185547
	Iteration 69Q: 3 clusters Score -3473775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3473790.000000 Penalty: 5198.185547
	Iteration 70Q: 3 clusters Score -3473790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3473788.000000 Penalty: 5198.185547
	Iteration 71Q: 3 clusters Score -3473788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3473792.250000 Penalty: 5198.185547
	Iteration 72Q: 3 clusters Score -3473792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3473788.750000 Penalty: 5198.185547
	Iteration 73Q: 3 clusters Score -3473789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3473790.000000 Penalty: 5198.185547
	Iteration 74Q: 3 clusters Score -3473790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3473800.000000 Penalty: 5198.185547
	Iteration 75Q: 3 clusters Score -3473800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3473798.500000 Penalty: 5198.185547
	Iteration 76Q: 3 clusters Score -3473798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3473801.250000 Penalty: 5198.185547
	Iteration 77Q: 3 clusters Score -3473801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3473801.500000 Penalty: 5198.185547
	Iteration 78Q: 3 clusters Score -3473802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3473802.750000 Penalty: 5198.185547
	Iteration 79Q: 3 clusters Score -3473803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3473796.750000 Penalty: 5198.185547
	Iteration 80F: 3 clusters Score -3473797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3473797.500000 Penalty: 5198.185547
	Iteration 81Q: 3 clusters Score -3473798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3473792.750000 Penalty: 5198.185547
	Iteration 82Q: 3 clusters Score -3473793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3473793.500000 Penalty: 5198.185547
	Iteration 83Q: 3 clusters Score -3473794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -3473793.500000 Penalty: 5198.185547
	Iteration 84Q: 3 clusters Score -3473794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3473786.250000 Penalty: 5198.185547
	Iteration 85Q: 3 clusters Score -3473786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3473783.000000 Penalty: 5198.185547
	Iteration 86Q: 3 clusters Score -3473783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3473793.250000 Penalty: 5198.185547
	Iteration 87Q: 3 clusters Score -3473793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3473796.250000 Penalty: 5198.185547
	Iteration 88Q: 3 clusters Score -3473796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3473795.750000 Penalty: 5198.185547
	Iteration 89Q: 3 clusters Score -3473796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3473792.250000 Penalty: 5198.185547
	Iteration 90Q: 3 clusters Score -3473792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3473802.500000 Penalty: 5198.185547
	Iteration 91Q: 3 clusters Score -3473802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3473799.500000 Penalty: 5198.185547
	Iteration 92Q: 3 clusters Score -3473800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3473802.000000 Penalty: 5198.185547
	Iteration 93Q: 3 clusters Score -3473802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3473802.000000 Penalty: 5198.185547
	Iteration 94F: 3 clusters Score -3473802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 165932 members 
Mstep: Class 2 contains 8749 members 
Mstep: Class 3 contains 9735 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 59842 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 21539 members 
Mstep: Class 9 contains 16405 members 
Mstep: Class 10 contains 34191 members 
Mstep: Class 11 contains 6436 members 
Mstep: Class 12 contains 18024 members 
Mstep: Class 13 contains 153238 members 
Mstep: Class 14 contains 16427 members 
Mstep: Class 15 contains 276653 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 19269 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 3356 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 288405 members 
Mstep: Class 23 contains 42426 members 
Mstep: Class 24 contains 16414 members 
Mstep: Class 25 contains 6891 members 
Mstep: Class 26 contains 13568 members 
Mstep: Class 27 contains 199677 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7201 members 
Mstep: Class 30 contains 41508 members 
Mstep: Class 31 contains 20517 members 
Mstep: Class 32 contains 11116 members 
Mstep: Class 33 contains 69225 members 
Mstep: Class 34 contains 1247 members 
Mstep: Class 35 contains 7652 members 
Mstep: Class 36 contains 15021 members 
Mstep: Class 37 contains 24226 members 
Mstep: Class 38 contains 14065 members 
Entering Unmasked Estep 
Score: -157144448.000000 Penalty: 134734.578125
Splitting cluster 8 changes total score from -157145024.000000 to -157144448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (16405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Entering Unmasked Estep 
Score: -1682485.000000 Penalty: 2406.924561
	Iteration 0F: 2 clusters Score -1682485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1670712.875000 Penalty: 4813.849121
	Iteration 0F: 3 clusters Score -1670713 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1674506.500000 Penalty: 4813.849121
	Iteration 1F: 3 clusters Score -1674506 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1674893.000000 Penalty: 4813.849121
	Iteration 2F: 3 clusters Score -1674893 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1675222.375000 Penalty: 4813.849121
	Iteration 3Q: 3 clusters Score -1675222 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1675509.125000 Penalty: 4813.849121
	Iteration 4Q: 3 clusters Score -1675509 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1675762.750000 Penalty: 4813.849121
	Iteration 5Q: 3 clusters Score -1675763 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1676031.125000 Penalty: 4813.849121
	Iteration 6Q: 3 clusters Score -1676031 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1676271.500000 Penalty: 4813.849121
	Iteration 7Q: 3 clusters Score -1676272 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1676516.875000 Penalty: 4813.849121
	Iteration 8Q: 3 clusters Score -1676517 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1676837.125000 Penalty: 4813.849121
	Iteration 9Q: 3 clusters Score -1676837 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1677214.000000 Penalty: 4813.849121
	Iteration 10Q: 3 clusters Score -1677214 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1677698.750000 Penalty: 4813.849121
	Iteration 11Q: 3 clusters Score -1677699 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1678280.750000 Penalty: 4813.849121
	Iteration 12Q: 3 clusters Score -1678281 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1678773.500000 Penalty: 4813.849121
	Iteration 13Q: 3 clusters Score -1678774 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1679099.500000 Penalty: 4813.849121
	Iteration 14Q: 3 clusters Score -1679100 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1679289.250000 Penalty: 4813.849121
	Iteration 15Q: 3 clusters Score -1679289 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1679391.125000 Penalty: 4813.849121
	Iteration 16Q: 3 clusters Score -1679391 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1679460.250000 Penalty: 4813.849121
	Iteration 17Q: 3 clusters Score -1679460 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1679527.250000 Penalty: 4813.849121
	Iteration 18Q: 3 clusters Score -1679527 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1679574.625000 Penalty: 4813.849121
	Iteration 19Q: 3 clusters Score -1679575 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1679624.750000 Penalty: 4813.849121
	Iteration 20F: 3 clusters Score -1679625 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1679675.000000 Penalty: 4813.849121
	Iteration 21Q: 3 clusters Score -1679675 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1679716.875000 Penalty: 4813.849121
	Iteration 22Q: 3 clusters Score -1679717 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1679744.625000 Penalty: 4813.849121
	Iteration 23Q: 3 clusters Score -1679745 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1679776.750000 Penalty: 4813.849121
	Iteration 24Q: 3 clusters Score -1679777 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1679806.375000 Penalty: 4813.849121
	Iteration 25Q: 3 clusters Score -1679806 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1679835.750000 Penalty: 4813.849121
	Iteration 26Q: 3 clusters Score -1679836 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1679855.875000 Penalty: 4813.849121
	Iteration 27Q: 3 clusters Score -1679856 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1679886.750000 Penalty: 4813.849121
	Iteration 28Q: 3 clusters Score -1679887 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1679908.625000 Penalty: 4813.849121
	Iteration 29Q: 3 clusters Score -1679909 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1679927.500000 Penalty: 4813.849121
	Iteration 30Q: 3 clusters Score -1679928 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1679954.750000 Penalty: 4813.849121
	Iteration 31Q: 3 clusters Score -1679955 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1679973.250000 Penalty: 4813.849121
	Iteration 32Q: 3 clusters Score -1679973 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1679994.750000 Penalty: 4813.849121
	Iteration 33Q: 3 clusters Score -1679995 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1680013.625000 Penalty: 4813.849121
	Iteration 34Q: 3 clusters Score -1680014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1680032.500000 Penalty: 4813.849121
	Iteration 35Q: 3 clusters Score -1680032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1680046.125000 Penalty: 4813.849121
	Iteration 36Q: 3 clusters Score -1680046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1680051.000000 Penalty: 4813.849121
	Iteration 37Q: 3 clusters Score -1680051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1680054.125000 Penalty: 4813.849121
	Iteration 38Q: 3 clusters Score -1680054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1680059.625000 Penalty: 4813.849121
	Iteration 39Q: 3 clusters Score -1680060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1680068.375000 Penalty: 4813.849121
	Iteration 40F: 3 clusters Score -1680068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1680076.500000 Penalty: 4813.849121
	Iteration 41Q: 3 clusters Score -1680076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1680077.000000 Penalty: 4813.849121
	Iteration 42Q: 3 clusters Score -1680077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1680087.375000 Penalty: 4813.849121
	Iteration 43Q: 3 clusters Score -1680087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1680088.750000 Penalty: 4813.849121
	Iteration 44Q: 3 clusters Score -1680089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1680104.750000 Penalty: 4813.849121
	Iteration 45Q: 3 clusters Score -1680105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1680119.500000 Penalty: 4813.849121
	Iteration 46Q: 3 clusters Score -1680120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1680135.000000 Penalty: 4813.849121
	Iteration 47Q: 3 clusters Score -1680135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1680146.750000 Penalty: 4813.849121
	Iteration 48Q: 3 clusters Score -1680147 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1680164.125000 Penalty: 4813.849121
	Iteration 49Q: 3 clusters Score -1680164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1680174.500000 Penalty: 4813.849121
	Iteration 50Q: 3 clusters Score -1680174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1680188.375000 Penalty: 4813.849121
	Iteration 51Q: 3 clusters Score -1680188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1680205.250000 Penalty: 4813.849121
	Iteration 52Q: 3 clusters Score -1680205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1680212.875000 Penalty: 4813.849121
	Iteration 53Q: 3 clusters Score -1680213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1680220.750000 Penalty: 4813.849121
	Iteration 54Q: 3 clusters Score -1680221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1680231.625000 Penalty: 4813.849121
	Iteration 55Q: 3 clusters Score -1680232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1680239.750000 Penalty: 4813.849121
	Iteration 56Q: 3 clusters Score -1680240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1680241.625000 Penalty: 4813.849121
	Iteration 57Q: 3 clusters Score -1680242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1680246.000000 Penalty: 4813.849121
	Iteration 58Q: 3 clusters Score -1680246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1680256.000000 Penalty: 4813.849121
	Iteration 59Q: 3 clusters Score -1680256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1680266.125000 Penalty: 4813.849121
	Iteration 60F: 3 clusters Score -1680266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1680268.625000 Penalty: 4813.849121
	Iteration 61Q: 3 clusters Score -1680269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1680270.000000 Penalty: 4813.849121
	Iteration 62Q: 3 clusters Score -1680270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1680277.125000 Penalty: 4813.849121
	Iteration 63Q: 3 clusters Score -1680277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1680285.500000 Penalty: 4813.849121
	Iteration 64Q: 3 clusters Score -1680286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1680286.250000 Penalty: 4813.849121
	Iteration 65Q: 3 clusters Score -1680286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1680295.250000 Penalty: 4813.849121
	Iteration 66Q: 3 clusters Score -1680295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1680293.500000 Penalty: 4813.849121
	Iteration 67Q: 3 clusters Score -1680294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1680295.125000 Penalty: 4813.849121
	Iteration 68Q: 3 clusters Score -1680295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1680295.625000 Penalty: 4813.849121
	Iteration 69Q: 3 clusters Score -1680296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1680294.375000 Penalty: 4813.849121
	Iteration 70Q: 3 clusters Score -1680294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1680301.500000 Penalty: 4813.849121
	Iteration 71Q: 3 clusters Score -1680302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1680303.375000 Penalty: 4813.849121
	Iteration 72Q: 3 clusters Score -1680303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1680304.500000 Penalty: 4813.849121
	Iteration 73Q: 3 clusters Score -1680304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1680307.000000 Penalty: 4813.849121
	Iteration 74Q: 3 clusters Score -1680307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1680307.875000 Penalty: 4813.849121
	Iteration 75Q: 3 clusters Score -1680308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1680317.000000 Penalty: 4813.849121
	Iteration 76Q: 3 clusters Score -1680317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1680319.375000 Penalty: 4813.849121
	Iteration 77Q: 3 clusters Score -1680319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1680321.250000 Penalty: 4813.849121
	Iteration 78Q: 3 clusters Score -1680321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1680325.750000 Penalty: 4813.849121
	Iteration 79Q: 3 clusters Score -1680326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1680332.625000 Penalty: 4813.849121
	Iteration 80F: 3 clusters Score -1680333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1680331.000000 Penalty: 4813.849121
	Iteration 81Q: 3 clusters Score -1680331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1680337.000000 Penalty: 4813.849121
	Iteration 82Q: 3 clusters Score -1680337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1680338.375000 Penalty: 4813.849121
	Iteration 83Q: 3 clusters Score -1680338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1680335.500000 Penalty: 4813.849121
	Iteration 84Q: 3 clusters Score -1680336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1680339.625000 Penalty: 4813.849121
	Iteration 85Q: 3 clusters Score -1680340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1680349.500000 Penalty: 4813.849121
	Iteration 86Q: 3 clusters Score -1680350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1680356.250000 Penalty: 4813.849121
	Iteration 87Q: 3 clusters Score -1680356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1680358.500000 Penalty: 4813.849121
	Iteration 88Q: 3 clusters Score -1680358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1680364.875000 Penalty: 4813.849121
	Iteration 89Q: 3 clusters Score -1680365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1680369.125000 Penalty: 4813.849121
	Iteration 90Q: 3 clusters Score -1680369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1680369.750000 Penalty: 4813.849121
	Iteration 91Q: 3 clusters Score -1680370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1680376.500000 Penalty: 4813.849121
	Iteration 92Q: 3 clusters Score -1680376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1680374.250000 Penalty: 4813.849121
	Iteration 93Q: 3 clusters Score -1680374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1680375.625000 Penalty: 4813.849121
	Iteration 94Q: 3 clusters Score -1680376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1680378.500000 Penalty: 4813.849121
	Iteration 95Q: 3 clusters Score -1680378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1680385.500000 Penalty: 4813.849121
	Iteration 96Q: 3 clusters Score -1680386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1680391.375000 Penalty: 4813.849121
	Iteration 97Q: 3 clusters Score -1680391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1680397.000000 Penalty: 4813.849121
	Iteration 98Q: 3 clusters Score -1680397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1680397.875000 Penalty: 4813.849121
	Iteration 99Q: 3 clusters Score -1680398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1680409.000000 Penalty: 4813.849121
	Iteration 100F: 3 clusters Score -1680409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1680417.500000 Penalty: 4813.849121
	Iteration 101Q: 3 clusters Score -1680418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1680424.625000 Penalty: 4813.849121
	Iteration 102Q: 3 clusters Score -1680425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1680432.375000 Penalty: 4813.849121
	Iteration 103Q: 3 clusters Score -1680432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1680433.750000 Penalty: 4813.849121
	Iteration 104Q: 3 clusters Score -1680434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1680432.125000 Penalty: 4813.849121
	Iteration 105Q: 3 clusters Score -1680432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1680433.875000 Penalty: 4813.849121
	Iteration 106Q: 3 clusters Score -1680434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1680433.875000 Penalty: 4813.849121
	Iteration 107F: 3 clusters Score -1680434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Entering Unmasked Estep 
Score: -3125396.000000 Penalty: 2589.049805
	Iteration 0F: 2 clusters Score -3125396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3102086.750000 Penalty: 5178.099609
	Iteration 0F: 3 clusters Score -3102087 nChanged 15545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -3110651.750000 Penalty: 5178.099609
	Iteration 1F: 3 clusters Score -3110652 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3111273.500000 Penalty: 5178.099609
	Iteration 2Q: 3 clusters Score -3111274 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -3111891.500000 Penalty: 5178.099609
	Iteration 3Q: 3 clusters Score -3111892 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3112595.750000 Penalty: 5178.099609
	Iteration 4Q: 3 clusters Score -3112596 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3113383.750000 Penalty: 5178.099609
	Iteration 5Q: 3 clusters Score -3113384 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3114376.000000 Penalty: 5178.099609
	Iteration 6F: 3 clusters Score -3114376 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3115540.500000 Penalty: 5178.099609
	Iteration 7F: 3 clusters Score -3115540 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3116967.500000 Penalty: 5178.099609
	Iteration 8F: 3 clusters Score -3116968 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3118488.500000 Penalty: 5178.099609
	Iteration 9F: 3 clusters Score -3118488 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -3119941.500000 Penalty: 5178.099609
	Iteration 10F: 3 clusters Score -3119942 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -3121052.750000 Penalty: 5178.099609
	Iteration 11Q: 3 clusters Score -3121053 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -3121880.500000 Penalty: 5178.099609
	Iteration 12Q: 3 clusters Score -3121880 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -3122398.000000 Penalty: 5178.099609
	Iteration 13Q: 3 clusters Score -3122398 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -3122723.000000 Penalty: 5178.099609
	Iteration 14Q: 3 clusters Score -3122723 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -3122932.750000 Penalty: 5178.099609
	Iteration 15Q: 3 clusters Score -3122933 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -3123044.000000 Penalty: 5178.099609
	Iteration 16Q: 3 clusters Score -3123044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -3123112.000000 Penalty: 5178.099609
	Iteration 17Q: 3 clusters Score -3123112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -3123153.250000 Penalty: 5178.099609
	Iteration 18Q: 3 clusters Score -3123153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -3123173.250000 Penalty: 5178.099609
	Iteration 19Q: 3 clusters Score -3123173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -3123190.500000 Penalty: 5178.099609
	Iteration 20F: 3 clusters Score -3123190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -3123203.750000 Penalty: 5178.099609
	Iteration 21Q: 3 clusters Score -3123204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -3123214.250000 Penalty: 5178.099609
	Iteration 22Q: 3 clusters Score -3123214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -3123220.250000 Penalty: 5178.099609
	Iteration 23Q: 3 clusters Score -3123220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -3123225.750000 Penalty: 5178.099609
	Iteration 24Q: 3 clusters Score -3123226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -3123236.000000 Penalty: 5178.099609
	Iteration 25Q: 3 clusters Score -3123236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -3123235.500000 Penalty: 5178.099609
	Iteration 26Q: 3 clusters Score -3123236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -3123238.750000 Penalty: 5178.099609
	Iteration 27Q: 3 clusters Score -3123239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -3123238.500000 Penalty: 5178.099609
	Iteration 28Q: 3 clusters Score -3123238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -3123239.250000 Penalty: 5178.099609
	Iteration 29Q: 3 clusters Score -3123239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -3123240.500000 Penalty: 5178.099609
	Iteration 30Q: 3 clusters Score -3123240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -3123244.250000 Penalty: 5178.099609
	Iteration 31Q: 3 clusters Score -3123244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -3123244.250000 Penalty: 5178.099609
	Iteration 32Q: 3 clusters Score -3123244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -3123242.250000 Penalty: 5178.099609
	Iteration 33Q: 3 clusters Score -3123242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -3123243.750000 Penalty: 5178.099609
	Iteration 34Q: 3 clusters Score -3123244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -3123249.250000 Penalty: 5178.099609
	Iteration 35Q: 3 clusters Score -3123249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -3123247.750000 Penalty: 5178.099609
	Iteration 36Q: 3 clusters Score -3123248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -3123249.000000 Penalty: 5178.099609
	Iteration 37Q: 3 clusters Score -3123249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -3123250.500000 Penalty: 5178.099609
	Iteration 38Q: 3 clusters Score -3123250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -3123250.750000 Penalty: 5178.099609
	Iteration 39Q: 3 clusters Score -3123251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -3123251.000000 Penalty: 5178.099609
	Iteration 40F: 3 clusters Score -3123251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -3123250.500000 Penalty: 5178.099609
	Iteration 41Q: 3 clusters Score -3123250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -3123251.500000 Penalty: 5178.099609
	Iteration 42Q: 3 clusters Score -3123252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -3123251.500000 Penalty: 5178.099609
	Iteration 43F: 3 clusters Score -3123252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Entering Unmasked Estep 
Score: -556129.812500 Penalty: 2174.876465
	Iteration 0F: 2 clusters Score -556129.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -550705.187500 Penalty: 4349.752930
	Iteration 0F: 3 clusters Score -550705.2 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -552577.062500 Penalty: 4349.752930
	Iteration 1F: 3 clusters Score -552577.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -553412.062500 Penalty: 4349.752930
	Iteration 2F: 3 clusters Score -553412.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -554006.687500 Penalty: 4349.752930
	Iteration 3F: 3 clusters Score -554006.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -554371.250000 Penalty: 4349.752930
	Iteration 4F: 3 clusters Score -554371.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -554620.500000 Penalty: 4349.752930
	Iteration 5F: 3 clusters Score -554620.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -554810.000000 Penalty: 4349.752930
	Iteration 6Q: 3 clusters Score -554810 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -554949.500000 Penalty: 4349.752930
	Iteration 7Q: 3 clusters Score -554949.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -555050.062500 Penalty: 4349.752930
	Iteration 8Q: 3 clusters Score -555050.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -555143.375000 Penalty: 4349.752930
	Iteration 9Q: 3 clusters Score -555143.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -555219.375000 Penalty: 4349.752930
	Iteration 10Q: 3 clusters Score -555219.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -555302.812500 Penalty: 4349.752930
	Iteration 11Q: 3 clusters Score -555302.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -555384.750000 Penalty: 4349.752930
	Iteration 12Q: 3 clusters Score -555384.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -555439.500000 Penalty: 4349.752930
	Iteration 13Q: 3 clusters Score -555439.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -555475.125000 Penalty: 4349.752930
	Iteration 14Q: 3 clusters Score -555475.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -555500.750000 Penalty: 4349.752930
	Iteration 15Q: 3 clusters Score -555500.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -555514.312500 Penalty: 4349.752930
	Iteration 16Q: 3 clusters Score -555514.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -555528.562500 Penalty: 4349.752930
	Iteration 17Q: 3 clusters Score -555528.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -555543.750000 Penalty: 4349.752930
	Iteration 18Q: 3 clusters Score -555543.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -555556.625000 Penalty: 4349.752930
	Iteration 19Q: 3 clusters Score -555556.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -555567.312500 Penalty: 4349.752930
	Iteration 20F: 3 clusters Score -555567.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -555575.250000 Penalty: 4349.752930
	Iteration 21Q: 3 clusters Score -555575.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -555582.187500 Penalty: 4349.752930
	Iteration 22Q: 3 clusters Score -555582.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -555588.812500 Penalty: 4349.752930
	Iteration 23Q: 3 clusters Score -555588.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -555596.187500 Penalty: 4349.752930
	Iteration 24Q: 3 clusters Score -555596.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -555601.687500 Penalty: 4349.752930
	Iteration 25Q: 3 clusters Score -555601.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -555606.312500 Penalty: 4349.752930
	Iteration 26Q: 3 clusters Score -555606.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -555609.687500 Penalty: 4349.752930
	Iteration 27Q: 3 clusters Score -555609.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -555610.937500 Penalty: 4349.752930
	Iteration 28Q: 3 clusters Score -555610.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -555613.687500 Penalty: 4349.752930
	Iteration 29Q: 3 clusters Score -555613.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -555616.875000 Penalty: 4349.752930
	Iteration 30Q: 3 clusters Score -555616.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -555618.687500 Penalty: 4349.752930
	Iteration 31Q: 3 clusters Score -555618.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -555620.500000 Penalty: 4349.752930
	Iteration 32Q: 3 clusters Score -555620.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -555624.625000 Penalty: 4349.752930
	Iteration 33Q: 3 clusters Score -555624.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -555629.312500 Penalty: 4349.752930
	Iteration 34Q: 3 clusters Score -555629.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -555630.812500 Penalty: 4349.752930
	Iteration 35Q: 3 clusters Score -555630.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -555634.562500 Penalty: 4349.752930
	Iteration 36Q: 3 clusters Score -555634.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -555639.500000 Penalty: 4349.752930
	Iteration 37Q: 3 clusters Score -555639.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -555645.687500 Penalty: 4349.752930
	Iteration 38Q: 3 clusters Score -555645.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -555651.875000 Penalty: 4349.752930
	Iteration 39Q: 3 clusters Score -555651.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -555656.750000 Penalty: 4349.752930
	Iteration 40F: 3 clusters Score -555656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -555658.937500 Penalty: 4349.752930
	Iteration 41Q: 3 clusters Score -555658.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -555663.000000 Penalty: 4349.752930
	Iteration 42Q: 3 clusters Score -555663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -555668.000000 Penalty: 4349.752930
	Iteration 43Q: 3 clusters Score -555668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -555671.250000 Penalty: 4349.752930
	Iteration 44Q: 3 clusters Score -555671.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -555674.812500 Penalty: 4349.752930
	Iteration 45Q: 3 clusters Score -555674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -555676.562500 Penalty: 4349.752930
	Iteration 46Q: 3 clusters Score -555676.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -555679.437500 Penalty: 4349.752930
	Iteration 47Q: 3 clusters Score -555679.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -555683.437500 Penalty: 4349.752930
	Iteration 48Q: 3 clusters Score -555683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -555682.687500 Penalty: 4349.752930
	Iteration 49Q: 3 clusters Score -555682.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -555682.687500 Penalty: 4349.752930
	Iteration 50F: 3 clusters Score -555682.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Entering Unmasked Estep 
Score: -1754054.375000 Penalty: 2430.265869
	Iteration 0F: 2 clusters Score -1754054 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 8844 members 
Entering Unmasked Estep 
Score: -1741242.875000 Penalty: 4860.531738
	Iteration 0F: 3 clusters Score -1741243 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1745826.000000 Penalty: 4860.531738
	Iteration 1F: 3 clusters Score -1745826 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1746616.250000 Penalty: 4860.531738
	Iteration 2F: 3 clusters Score -1746616 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1747515.250000 Penalty: 4860.531738
	Iteration 3F: 3 clusters Score -1747515 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1748540.250000 Penalty: 4860.531738
	Iteration 4F: 3 clusters Score -1748540 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1749467.125000 Penalty: 4860.531738
	Iteration 5F: 3 clusters Score -1749467 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1750264.500000 Penalty: 4860.531738
	Iteration 6F: 3 clusters Score -1750264 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1750941.750000 Penalty: 4860.531738
	Iteration 7Q: 3 clusters Score -1750942 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1751499.375000 Penalty: 4860.531738
	Iteration 8Q: 3 clusters Score -1751499 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1751889.375000 Penalty: 4860.531738
	Iteration 9Q: 3 clusters Score -1751889 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1752113.000000 Penalty: 4860.531738
	Iteration 10Q: 3 clusters Score -1752113 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1752255.125000 Penalty: 4860.531738
	Iteration 11Q: 3 clusters Score -1752255 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1752348.125000 Penalty: 4860.531738
	Iteration 12Q: 3 clusters Score -1752348 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1752400.125000 Penalty: 4860.531738
	Iteration 13Q: 3 clusters Score -1752400 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1752440.375000 Penalty: 4860.531738
	Iteration 14Q: 3 clusters Score -1752440 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1752460.375000 Penalty: 4860.531738
	Iteration 15Q: 3 clusters Score -1752460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1752487.375000 Penalty: 4860.531738
	Iteration 16Q: 3 clusters Score -1752487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1752496.250000 Penalty: 4860.531738
	Iteration 17Q: 3 clusters Score -1752496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1752504.125000 Penalty: 4860.531738
	Iteration 18Q: 3 clusters Score -1752504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1752514.125000 Penalty: 4860.531738
	Iteration 19Q: 3 clusters Score -1752514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1752519.250000 Penalty: 4860.531738
	Iteration 20F: 3 clusters Score -1752519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1752526.000000 Penalty: 4860.531738
	Iteration 21Q: 3 clusters Score -1752526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1752525.500000 Penalty: 4860.531738
	Iteration 22Q: 3 clusters Score -1752526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1752529.125000 Penalty: 4860.531738
	Iteration 23Q: 3 clusters Score -1752529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1752540.375000 Penalty: 4860.531738
	Iteration 24Q: 3 clusters Score -1752540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1752542.500000 Penalty: 4860.531738
	Iteration 25Q: 3 clusters Score -1752542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1752544.000000 Penalty: 4860.531738
	Iteration 26Q: 3 clusters Score -1752544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1752542.625000 Penalty: 4860.531738
	Iteration 27Q: 3 clusters Score -1752543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1752547.500000 Penalty: 4860.531738
	Iteration 28Q: 3 clusters Score -1752548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1752547.000000 Penalty: 4860.531738
	Iteration 29Q: 3 clusters Score -1752547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1752547.125000 Penalty: 4860.531738
	Iteration 30Q: 3 clusters Score -1752547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1752549.375000 Penalty: 4860.531738
	Iteration 31Q: 3 clusters Score -1752549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1752545.750000 Penalty: 4860.531738
	Iteration 32Q: 3 clusters Score -1752546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1752545.500000 Penalty: 4860.531738
	Iteration 33Q: 3 clusters Score -1752546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1752544.875000 Penalty: 4860.531738
	Iteration 34Q: 3 clusters Score -1752545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1752544.875000 Penalty: 4860.531738
	Iteration 35F: 3 clusters Score -1752545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (153238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153238 members 
Entering Unmasked Estep 
Score: -15551776.000000 Penalty: 2961.057373
	Iteration 0F: 2 clusters Score -1.555178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76561 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -15449072.000000 Penalty: 5922.114746
	Iteration 0F: 3 clusters Score -1.544907e+07 nChanged 73387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74122 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -15492991.000000 Penalty: 5922.114746
	Iteration 1F: 3 clusters Score -1.549299e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72155 members 
Mstep: Class 2 contains 81083 members 
Entering Unmasked Estep 
Score: -15494520.000000 Penalty: 5922.114746
	Iteration 2Q: 3 clusters Score -1.549452e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69134 members 
Mstep: Class 2 contains 84104 members 
Entering Unmasked Estep 
Score: -15496343.000000 Penalty: 5922.114746
	Iteration 3Q: 3 clusters Score -1.549634e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -15499377.000000 Penalty: 5922.114746
	Iteration 4Q: 3 clusters Score -1.549938e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 95195 members 
Entering Unmasked Estep 
Score: -15503891.000000 Penalty: 5922.114746
	Iteration 5F: 3 clusters Score -1.550389e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 103659 members 
Entering Unmasked Estep 
Score: -15510105.000000 Penalty: 5922.114746
	Iteration 6F: 3 clusters Score -1.55101e+07 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 113438 members 
Entering Unmasked Estep 
Score: -15517935.000000 Penalty: 5922.114746
	Iteration 7F: 3 clusters Score -1.551794e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 123563 members 
Entering Unmasked Estep 
Score: -15526350.000000 Penalty: 5922.114746
	Iteration 8F: 3 clusters Score -1.552635e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 132751 members 
Entering Unmasked Estep 
Score: -15533867.000000 Penalty: 5922.114746
	Iteration 9F: 3 clusters Score -1.553387e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 140162 members 
Entering Unmasked Estep 
Score: -15539894.000000 Penalty: 5922.114746
	Iteration 10Q: 3 clusters Score -1.553989e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 145382 members 
Entering Unmasked Estep 
Score: -15544229.000000 Penalty: 5922.114746
	Iteration 11Q: 3 clusters Score -1.554423e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 148609 members 
Entering Unmasked Estep 
Score: -15546804.000000 Penalty: 5922.114746
	Iteration 12Q: 3 clusters Score -1.55468e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 150385 members 
Entering Unmasked Estep 
Score: -15548222.000000 Penalty: 5922.114746
	Iteration 13Q: 3 clusters Score -1.554822e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 151316 members 
Entering Unmasked Estep 
Score: -15548910.000000 Penalty: 5922.114746
	Iteration 14Q: 3 clusters Score -1.554891e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 151791 members 
Entering Unmasked Estep 
Score: -15549304.000000 Penalty: 5922.114746
	Iteration 15Q: 3 clusters Score -1.55493e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 152016 members 
Entering Unmasked Estep 
Score: -15549563.000000 Penalty: 5922.114746
	Iteration 16Q: 3 clusters Score -1.554956e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 152135 members 
Entering Unmasked Estep 
Score: -15549705.000000 Penalty: 5922.114746
	Iteration 17Q: 3 clusters Score -1.55497e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 152217 members 
Entering Unmasked Estep 
Score: -15549804.000000 Penalty: 5922.114746
	Iteration 18Q: 3 clusters Score -1.55498e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 152282 members 
Entering Unmasked Estep 
Score: -15549884.000000 Penalty: 5922.114746
	Iteration 19Q: 3 clusters Score -1.554988e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 152311 members 
Entering Unmasked Estep 
Score: -15549943.000000 Penalty: 5922.114746
	Iteration 20F: 3 clusters Score -1.554994e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 152347 members 
Entering Unmasked Estep 
Score: -15549995.000000 Penalty: 5922.114746
	Iteration 21Q: 3 clusters Score -1.555e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 152361 members 
Entering Unmasked Estep 
Score: -15550040.000000 Penalty: 5922.114746
	Iteration 22Q: 3 clusters Score -1.555004e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 152367 members 
Entering Unmasked Estep 
Score: -15550029.000000 Penalty: 5922.114746
	Iteration 23Q: 3 clusters Score -1.555003e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 152373 members 
Entering Unmasked Estep 
Score: -15550061.000000 Penalty: 5922.114746
	Iteration 24Q: 3 clusters Score -1.555006e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 152381 members 
Entering Unmasked Estep 
Score: -15550076.000000 Penalty: 5922.114746
	Iteration 25Q: 3 clusters Score -1.555008e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 152386 members 
Entering Unmasked Estep 
Score: -15550096.000000 Penalty: 5922.114746
	Iteration 26Q: 3 clusters Score -1.55501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 152396 members 
Entering Unmasked Estep 
Score: -15550099.000000 Penalty: 5922.114746
	Iteration 27Q: 3 clusters Score -1.55501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 152399 members 
Entering Unmasked Estep 
Score: -15550135.000000 Penalty: 5922.114746
	Iteration 28Q: 3 clusters Score -1.555014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 152407 members 
Entering Unmasked Estep 
Score: -15550130.000000 Penalty: 5922.114746
	Iteration 29Q: 3 clusters Score -1.555013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 152409 members 
Entering Unmasked Estep 
Score: -15550141.000000 Penalty: 5922.114746
	Iteration 30Q: 3 clusters Score -1.555014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 152410 members 
Entering Unmasked Estep 
Score: -15550122.000000 Penalty: 5922.114746
	Iteration 31Q: 3 clusters Score -1.555012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 152407 members 
Entering Unmasked Estep 
Score: -15550129.000000 Penalty: 5922.114746
	Iteration 32Q: 3 clusters Score -1.555013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 152410 members 
Entering Unmasked Estep 
Score: -15550135.000000 Penalty: 5922.114746
	Iteration 33Q: 3 clusters Score -1.555014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 152411 members 
Entering Unmasked Estep 
Score: -15550137.000000 Penalty: 5922.114746
	Iteration 34Q: 3 clusters Score -1.555014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 152412 members 
Entering Unmasked Estep 
Score: -15550133.000000 Penalty: 5922.114746
	Iteration 35Q: 3 clusters Score -1.555013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 152413 members 
Entering Unmasked Estep 
Score: -15550130.000000 Penalty: 5922.114746
	Iteration 36Q: 3 clusters Score -1.555013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 152414 members 
Entering Unmasked Estep 
Score: -15550139.000000 Penalty: 5922.114746
	Iteration 37Q: 3 clusters Score -1.555014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 152415 members 
Entering Unmasked Estep 
Score: -15550127.000000 Penalty: 5922.114746
	Iteration 38Q: 3 clusters Score -1.555013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 152417 members 
Entering Unmasked Estep 
Score: -15550139.000000 Penalty: 5922.114746
	Iteration 39Q: 3 clusters Score -1.555014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 152417 members 
Entering Unmasked Estep 
Score: -15550129.000000 Penalty: 5922.114746
	Iteration 40F: 3 clusters Score -1.555013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 152420 members 
Entering Unmasked Estep 
Score: -15550129.000000 Penalty: 5922.114746
	Iteration 41Q: 3 clusters Score -1.555013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 152421 members 
Entering Unmasked Estep 
Score: -15550131.000000 Penalty: 5922.114746
	Iteration 42Q: 3 clusters Score -1.555013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 152421 members 
Entering Unmasked Estep 
Score: -15550131.000000 Penalty: 5922.114746
	Iteration 43F: 3 clusters Score -1.555013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Entering Unmasked Estep 
Score: -1661974.625000 Penalty: 2407.256836
	Iteration 0F: 2 clusters Score -1661975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1650319.875000 Penalty: 4814.513672
	Iteration 0F: 3 clusters Score -1650320 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1653980.625000 Penalty: 4814.513672
	Iteration 1F: 3 clusters Score -1653981 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1654329.000000 Penalty: 4814.513672
	Iteration 2F: 3 clusters Score -1654329 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1654626.250000 Penalty: 4814.513672
	Iteration 3Q: 3 clusters Score -1654626 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1654916.625000 Penalty: 4814.513672
	Iteration 4Q: 3 clusters Score -1654917 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1655196.500000 Penalty: 4814.513672
	Iteration 5Q: 3 clusters Score -1655196 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1655467.125000 Penalty: 4814.513672
	Iteration 6Q: 3 clusters Score -1655467 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1655778.750000 Penalty: 4814.513672
	Iteration 7Q: 3 clusters Score -1655779 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1656126.375000 Penalty: 4814.513672
	Iteration 8Q: 3 clusters Score -1656126 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1656491.375000 Penalty: 4814.513672
	Iteration 9Q: 3 clusters Score -1656491 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1656827.000000 Penalty: 4814.513672
	Iteration 10Q: 3 clusters Score -1656827 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1657155.125000 Penalty: 4814.513672
	Iteration 11Q: 3 clusters Score -1657155 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1657434.750000 Penalty: 4814.513672
	Iteration 12Q: 3 clusters Score -1657435 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1657693.875000 Penalty: 4814.513672
	Iteration 13Q: 3 clusters Score -1657694 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1657959.500000 Penalty: 4814.513672
	Iteration 14Q: 3 clusters Score -1657960 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1658217.375000 Penalty: 4814.513672
	Iteration 15Q: 3 clusters Score -1658217 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1658440.875000 Penalty: 4814.513672
	Iteration 16Q: 3 clusters Score -1658441 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1658625.625000 Penalty: 4814.513672
	Iteration 17Q: 3 clusters Score -1658626 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1658797.000000 Penalty: 4814.513672
	Iteration 18Q: 3 clusters Score -1658797 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1658978.000000 Penalty: 4814.513672
	Iteration 19Q: 3 clusters Score -1658978 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1659147.000000 Penalty: 4814.513672
	Iteration 20F: 3 clusters Score -1659147 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1659299.375000 Penalty: 4814.513672
	Iteration 21Q: 3 clusters Score -1659299 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1659453.750000 Penalty: 4814.513672
	Iteration 22Q: 3 clusters Score -1659454 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1659582.000000 Penalty: 4814.513672
	Iteration 23Q: 3 clusters Score -1659582 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1659699.375000 Penalty: 4814.513672
	Iteration 24Q: 3 clusters Score -1659699 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1659841.750000 Penalty: 4814.513672
	Iteration 25Q: 3 clusters Score -1659842 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1659965.250000 Penalty: 4814.513672
	Iteration 26Q: 3 clusters Score -1659965 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1660103.250000 Penalty: 4814.513672
	Iteration 27Q: 3 clusters Score -1660103 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1660190.250000 Penalty: 4814.513672
	Iteration 28Q: 3 clusters Score -1660190 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1660246.500000 Penalty: 4814.513672
	Iteration 29Q: 3 clusters Score -1660246 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1660286.750000 Penalty: 4814.513672
	Iteration 30Q: 3 clusters Score -1660287 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1660319.750000 Penalty: 4814.513672
	Iteration 31Q: 3 clusters Score -1660320 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1660342.250000 Penalty: 4814.513672
	Iteration 32Q: 3 clusters Score -1660342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1660361.625000 Penalty: 4814.513672
	Iteration 33Q: 3 clusters Score -1660362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1660370.500000 Penalty: 4814.513672
	Iteration 34Q: 3 clusters Score -1660370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1660387.375000 Penalty: 4814.513672
	Iteration 35Q: 3 clusters Score -1660387 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1660398.375000 Penalty: 4814.513672
	Iteration 36Q: 3 clusters Score -1660398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1660408.500000 Penalty: 4814.513672
	Iteration 37Q: 3 clusters Score -1660408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1660415.500000 Penalty: 4814.513672
	Iteration 38Q: 3 clusters Score -1660416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1660421.875000 Penalty: 4814.513672
	Iteration 39Q: 3 clusters Score -1660422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1660427.250000 Penalty: 4814.513672
	Iteration 40F: 3 clusters Score -1660427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1660425.000000 Penalty: 4814.513672
	Iteration 41Q: 3 clusters Score -1660425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1660428.625000 Penalty: 4814.513672
	Iteration 42Q: 3 clusters Score -1660429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1660432.375000 Penalty: 4814.513672
	Iteration 43Q: 3 clusters Score -1660432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1660435.875000 Penalty: 4814.513672
	Iteration 44Q: 3 clusters Score -1660436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1660442.750000 Penalty: 4814.513672
	Iteration 45Q: 3 clusters Score -1660443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1660450.125000 Penalty: 4814.513672
	Iteration 46Q: 3 clusters Score -1660450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1660450.375000 Penalty: 4814.513672
	Iteration 47Q: 3 clusters Score -1660450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1660446.875000 Penalty: 4814.513672
	Iteration 48Q: 3 clusters Score -1660447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1660448.625000 Penalty: 4814.513672
	Iteration 49Q: 3 clusters Score -1660449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1660449.000000 Penalty: 4814.513672
	Iteration 50Q: 3 clusters Score -1660449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1660449.000000 Penalty: 4814.513672
	Iteration 51F: 3 clusters Score -1660449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (276653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276653 members 
Entering Unmasked Estep 
Score: -27740620.000000 Penalty: 3107.568848
	Iteration 0F: 2 clusters Score -2.774062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138242 members 
Mstep: Class 2 contains 138411 members 
Entering Unmasked Estep 
Score: -27559858.000000 Penalty: 6215.137695
	Iteration 0F: 3 clusters Score -2.755986e+07 nChanged 133736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138298 members 
Mstep: Class 2 contains 138355 members 
Entering Unmasked Estep 
Score: -27640106.000000 Penalty: 6215.137695
	Iteration 1F: 3 clusters Score -2.764011e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138968 members 
Mstep: Class 2 contains 137685 members 
Entering Unmasked Estep 
Score: -27642342.000000 Penalty: 6215.137695
	Iteration 2Q: 3 clusters Score -2.764234e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140204 members 
Mstep: Class 2 contains 136449 members 
Entering Unmasked Estep 
Score: -27645636.000000 Penalty: 6215.137695
	Iteration 3Q: 3 clusters Score -2.764564e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142153 members 
Mstep: Class 2 contains 134500 members 
Entering Unmasked Estep 
Score: -27649966.000000 Penalty: 6215.137695
	Iteration 4Q: 3 clusters Score -2.764997e+07 nChanged 13413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144828 members 
Mstep: Class 2 contains 131825 members 
Entering Unmasked Estep 
Score: -27655802.000000 Penalty: 6215.137695
	Iteration 5Q: 3 clusters Score -2.76558e+07 nChanged 14500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148158 members 
Mstep: Class 2 contains 128495 members 
Entering Unmasked Estep 
Score: -27662062.000000 Penalty: 6215.137695
	Iteration 6F: 3 clusters Score -2.766206e+07 nChanged 14997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152115 members 
Mstep: Class 2 contains 124538 members 
Entering Unmasked Estep 
Score: -27668882.000000 Penalty: 6215.137695
	Iteration 7F: 3 clusters Score -2.766888e+07 nChanged 14080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156215 members 
Mstep: Class 2 contains 120438 members 
Entering Unmasked Estep 
Score: -27674818.000000 Penalty: 6215.137695
	Iteration 8F: 3 clusters Score -2.767482e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 116252 members 
Entering Unmasked Estep 
Score: -27680694.000000 Penalty: 6215.137695
	Iteration 9Q: 3 clusters Score -2.768069e+07 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164470 members 
Mstep: Class 2 contains 112183 members 
Entering Unmasked Estep 
Score: -27686278.000000 Penalty: 6215.137695
	Iteration 10Q: 3 clusters Score -2.768628e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168541 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -27692072.000000 Penalty: 6215.137695
	Iteration 11Q: 3 clusters Score -2.769207e+07 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172776 members 
Mstep: Class 2 contains 103877 members 
Entering Unmasked Estep 
Score: -27697478.000000 Penalty: 6215.137695
	Iteration 12Q: 3 clusters Score -2.769748e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177184 members 
Mstep: Class 2 contains 99469 members 
Entering Unmasked Estep 
Score: -27701320.000000 Penalty: 6215.137695
	Iteration 13Q: 3 clusters Score -2.770132e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181730 members 
Mstep: Class 2 contains 94923 members 
Entering Unmasked Estep 
Score: -27703728.000000 Penalty: 6215.137695
	Iteration 14Q: 3 clusters Score -2.770373e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186471 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -27704974.000000 Penalty: 6215.137695
	Iteration 15Q: 3 clusters Score -2.770497e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191609 members 
Mstep: Class 2 contains 85044 members 
Entering Unmasked Estep 
Score: -27706256.000000 Penalty: 6215.137695
	Iteration 16Q: 3 clusters Score -2.770626e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197053 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -27707500.000000 Penalty: 6215.137695
	Iteration 17Q: 3 clusters Score -2.77075e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202699 members 
Mstep: Class 2 contains 73954 members 
Entering Unmasked Estep 
Score: -27709034.000000 Penalty: 6215.137695
	Iteration 18Q: 3 clusters Score -2.770903e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208297 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -27710268.000000 Penalty: 6215.137695
	Iteration 19Q: 3 clusters Score -2.771027e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213951 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -27711740.000000 Penalty: 6215.137695
	Iteration 20F: 3 clusters Score -2.771174e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219617 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -27713134.000000 Penalty: 6215.137695
	Iteration 21Q: 3 clusters Score -2.771313e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225185 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -27714628.000000 Penalty: 6215.137695
	Iteration 22Q: 3 clusters Score -2.771463e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230614 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -27716592.000000 Penalty: 6215.137695
	Iteration 23Q: 3 clusters Score -2.771659e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235743 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -27718142.000000 Penalty: 6215.137695
	Iteration 24Q: 3 clusters Score -2.771814e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240624 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -27719982.000000 Penalty: 6215.137695
	Iteration 25Q: 3 clusters Score -2.771998e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245142 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -27721888.000000 Penalty: 6215.137695
	Iteration 26Q: 3 clusters Score -2.772189e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249451 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -27723970.000000 Penalty: 6215.137695
	Iteration 27Q: 3 clusters Score -2.772397e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253513 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -27725744.000000 Penalty: 6215.137695
	Iteration 28Q: 3 clusters Score -2.772574e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257203 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -27727550.000000 Penalty: 6215.137695
	Iteration 29Q: 3 clusters Score -2.772755e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260517 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -27729468.000000 Penalty: 6215.137695
	Iteration 30Q: 3 clusters Score -2.772947e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263307 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -27730966.000000 Penalty: 6215.137695
	Iteration 31Q: 3 clusters Score -2.773097e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265641 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -27732324.000000 Penalty: 6215.137695
	Iteration 32Q: 3 clusters Score -2.773232e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267594 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -27733430.000000 Penalty: 6215.137695
	Iteration 33Q: 3 clusters Score -2.773343e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269182 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -27734292.000000 Penalty: 6215.137695
	Iteration 34Q: 3 clusters Score -2.773429e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270497 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -27735252.000000 Penalty: 6215.137695
	Iteration 35Q: 3 clusters Score -2.773525e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271518 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -27735882.000000 Penalty: 6215.137695
	Iteration 36Q: 3 clusters Score -2.773588e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272279 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -27736396.000000 Penalty: 6215.137695
	Iteration 37Q: 3 clusters Score -2.77364e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272872 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -27736926.000000 Penalty: 6215.137695
	Iteration 38Q: 3 clusters Score -2.773693e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273316 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -27737182.000000 Penalty: 6215.137695
	Iteration 39Q: 3 clusters Score -2.773718e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273676 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -27737478.000000 Penalty: 6215.137695
	Iteration 40F: 3 clusters Score -2.773748e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273940 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -27737624.000000 Penalty: 6215.137695
	Iteration 41Q: 3 clusters Score -2.773762e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274138 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -27737836.000000 Penalty: 6215.137695
	Iteration 42Q: 3 clusters Score -2.773784e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274303 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -27737990.000000 Penalty: 6215.137695
	Iteration 43Q: 3 clusters Score -2.773799e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274407 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -27738092.000000 Penalty: 6215.137695
	Iteration 44Q: 3 clusters Score -2.773809e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274479 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -27738134.000000 Penalty: 6215.137695
	Iteration 45Q: 3 clusters Score -2.773813e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274545 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -27738146.000000 Penalty: 6215.137695
	Iteration 46Q: 3 clusters Score -2.773815e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274594 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -27738196.000000 Penalty: 6215.137695
	Iteration 47Q: 3 clusters Score -2.77382e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274654 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -27738226.000000 Penalty: 6215.137695
	Iteration 48Q: 3 clusters Score -2.773823e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274688 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -27738232.000000 Penalty: 6215.137695
	Iteration 49Q: 3 clusters Score -2.773823e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274710 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -27738220.000000 Penalty: 6215.137695
	Iteration 50Q: 3 clusters Score -2.773822e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274730 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -27738230.000000 Penalty: 6215.137695
	Iteration 51Q: 3 clusters Score -2.773823e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274751 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -27738254.000000 Penalty: 6215.137695
	Iteration 52Q: 3 clusters Score -2.773825e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274776 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -27738272.000000 Penalty: 6215.137695
	Iteration 53Q: 3 clusters Score -2.773827e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274798 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -27738302.000000 Penalty: 6215.137695
	Iteration 54Q: 3 clusters Score -2.77383e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274817 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -27738330.000000 Penalty: 6215.137695
	Iteration 55Q: 3 clusters Score -2.773833e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274830 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -27738340.000000 Penalty: 6215.137695
	Iteration 56Q: 3 clusters Score -2.773834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274841 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -27738322.000000 Penalty: 6215.137695
	Iteration 57Q: 3 clusters Score -2.773832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274844 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -27738332.000000 Penalty: 6215.137695
	Iteration 58Q: 3 clusters Score -2.773833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274851 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -27738326.000000 Penalty: 6215.137695
	Iteration 59Q: 3 clusters Score -2.773833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274855 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -27738326.000000 Penalty: 6215.137695
	Iteration 60F: 3 clusters Score -2.773833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274860 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -27738336.000000 Penalty: 6215.137695
	Iteration 61Q: 3 clusters Score -2.773834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274861 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -27738354.000000 Penalty: 6215.137695
	Iteration 62Q: 3 clusters Score -2.773835e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274870 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -27738380.000000 Penalty: 6215.137695
	Iteration 63Q: 3 clusters Score -2.773838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274878 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -27738390.000000 Penalty: 6215.137695
	Iteration 64Q: 3 clusters Score -2.773839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274885 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -27738404.000000 Penalty: 6215.137695
	Iteration 65Q: 3 clusters Score -2.77384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274889 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -27738380.000000 Penalty: 6215.137695
	Iteration 66Q: 3 clusters Score -2.773838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274893 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -27738368.000000 Penalty: 6215.137695
	Iteration 67Q: 3 clusters Score -2.773837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274900 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -27738380.000000 Penalty: 6215.137695
	Iteration 68Q: 3 clusters Score -2.773838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274901 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -27738376.000000 Penalty: 6215.137695
	Iteration 69Q: 3 clusters Score -2.773838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274901 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -27738374.000000 Penalty: 6215.137695
	Iteration 70Q: 3 clusters Score -2.773837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274903 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -27738366.000000 Penalty: 6215.137695
	Iteration 71Q: 3 clusters Score -2.773837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274906 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -27738370.000000 Penalty: 6215.137695
	Iteration 72Q: 3 clusters Score -2.773837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274909 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -27738390.000000 Penalty: 6215.137695
	Iteration 73Q: 3 clusters Score -2.773839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274910 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -27738388.000000 Penalty: 6215.137695
	Iteration 74Q: 3 clusters Score -2.773839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274912 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -27738398.000000 Penalty: 6215.137695
	Iteration 75Q: 3 clusters Score -2.77384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274913 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -27738390.000000 Penalty: 6215.137695
	Iteration 76Q: 3 clusters Score -2.773839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274913 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -27738390.000000 Penalty: 6215.137695
	Iteration 77F: 3 clusters Score -2.773839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -275318.156250 Penalty: 1964.090454
	Iteration 0F: 2 clusters Score -275318.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -272188.625000 Penalty: 3928.180908
	Iteration 0F: 3 clusters Score -272188.6 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -272799.875000 Penalty: 3928.180908
	Iteration 1F: 3 clusters Score -272799.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -273016.500000 Penalty: 3928.180908
	Iteration 2F: 3 clusters Score -273016.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -273172.937500 Penalty: 3928.180908
	Iteration 3F: 3 clusters Score -273172.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -273290.500000 Penalty: 3928.180908
	Iteration 4Q: 3 clusters Score -273290.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -273388.937500 Penalty: 3928.180908
	Iteration 5Q: 3 clusters Score -273388.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -273452.875000 Penalty: 3928.180908
	Iteration 6Q: 3 clusters Score -273452.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -273508.500000 Penalty: 3928.180908
	Iteration 7Q: 3 clusters Score -273508.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -273558.156250 Penalty: 3928.180908
	Iteration 8Q: 3 clusters Score -273558.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -273605.468750 Penalty: 3928.180908
	Iteration 9Q: 3 clusters Score -273605.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -273668.218750 Penalty: 3928.180908
	Iteration 10Q: 3 clusters Score -273668.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -273724.437500 Penalty: 3928.180908
	Iteration 11Q: 3 clusters Score -273724.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -273768.593750 Penalty: 3928.180908
	Iteration 12Q: 3 clusters Score -273768.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -273817.375000 Penalty: 3928.180908
	Iteration 13Q: 3 clusters Score -273817.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -273859.375000 Penalty: 3928.180908
	Iteration 14Q: 3 clusters Score -273859.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -273908.125000 Penalty: 3928.180908
	Iteration 15Q: 3 clusters Score -273908.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -273959.562500 Penalty: 3928.180908
	Iteration 16Q: 3 clusters Score -273959.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -274000.875000 Penalty: 3928.180908
	Iteration 17Q: 3 clusters Score -274000.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -274039.437500 Penalty: 3928.180908
	Iteration 18Q: 3 clusters Score -274039.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -274073.750000 Penalty: 3928.180908
	Iteration 19Q: 3 clusters Score -274073.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -274099.281250 Penalty: 3928.180908
	Iteration 20F: 3 clusters Score -274099.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -274124.375000 Penalty: 3928.180908
	Iteration 21Q: 3 clusters Score -274124.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -274146.062500 Penalty: 3928.180908
	Iteration 22Q: 3 clusters Score -274146.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -274162.906250 Penalty: 3928.180908
	Iteration 23Q: 3 clusters Score -274162.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -274183.312500 Penalty: 3928.180908
	Iteration 24Q: 3 clusters Score -274183.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -274196.656250 Penalty: 3928.180908
	Iteration 25Q: 3 clusters Score -274196.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -274213.625000 Penalty: 3928.180908
	Iteration 26Q: 3 clusters Score -274213.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -274233.343750 Penalty: 3928.180908
	Iteration 27Q: 3 clusters Score -274233.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -274253.281250 Penalty: 3928.180908
	Iteration 28Q: 3 clusters Score -274253.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -274276.375000 Penalty: 3928.180908
	Iteration 29Q: 3 clusters Score -274276.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -274287.656250 Penalty: 3928.180908
	Iteration 30Q: 3 clusters Score -274287.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -274305.031250 Penalty: 3928.180908
	Iteration 31Q: 3 clusters Score -274305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -274320.312500 Penalty: 3928.180908
	Iteration 32Q: 3 clusters Score -274320.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -274326.812500 Penalty: 3928.180908
	Iteration 33Q: 3 clusters Score -274326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -274333.375000 Penalty: 3928.180908
	Iteration 34Q: 3 clusters Score -274333.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -274344.062500 Penalty: 3928.180908
	Iteration 35Q: 3 clusters Score -274344.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -274350.125000 Penalty: 3928.180908
	Iteration 36Q: 3 clusters Score -274350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -274354.187500 Penalty: 3928.180908
	Iteration 37Q: 3 clusters Score -274354.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -274356.125000 Penalty: 3928.180908
	Iteration 38Q: 3 clusters Score -274356.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -274357.937500 Penalty: 3928.180908
	Iteration 39Q: 3 clusters Score -274357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -274359.687500 Penalty: 3928.180908
	Iteration 40F: 3 clusters Score -274359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -274360.468750 Penalty: 3928.180908
	Iteration 41Q: 3 clusters Score -274360.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -274360.750000 Penalty: 3928.180908
	Iteration 42Q: 3 clusters Score -274360.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -274360.750000 Penalty: 3928.180908
	Iteration 43F: 3 clusters Score -274360.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Entering Unmasked Estep 
Score: -1894736.750000 Penalty: 2446.830811
	Iteration 0F: 2 clusters Score -1894737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1881152.250000 Penalty: 4893.661621
	Iteration 0F: 3 clusters Score -1881152 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1885643.375000 Penalty: 4893.661621
	Iteration 1F: 3 clusters Score -1885643 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1886034.625000 Penalty: 4893.661621
	Iteration 2F: 3 clusters Score -1886035 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1886406.625000 Penalty: 4893.661621
	Iteration 3Q: 3 clusters Score -1886407 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1886796.875000 Penalty: 4893.661621
	Iteration 4Q: 3 clusters Score -1886797 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1887268.250000 Penalty: 4893.661621
	Iteration 5F: 3 clusters Score -1887268 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1887870.000000 Penalty: 4893.661621
	Iteration 6F: 3 clusters Score -1887870 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1888648.125000 Penalty: 4893.661621
	Iteration 7F: 3 clusters Score -1888648 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1889565.250000 Penalty: 4893.661621
	Iteration 8F: 3 clusters Score -1889565 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1890505.375000 Penalty: 4893.661621
	Iteration 9F: 3 clusters Score -1890505 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -1891284.875000 Penalty: 4893.661621
	Iteration 10Q: 3 clusters Score -1891285 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -1891784.875000 Penalty: 4893.661621
	Iteration 11Q: 3 clusters Score -1891785 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -1892118.500000 Penalty: 4893.661621
	Iteration 12Q: 3 clusters Score -1892118 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1892291.000000 Penalty: 4893.661621
	Iteration 13Q: 3 clusters Score -1892291 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1892391.500000 Penalty: 4893.661621
	Iteration 14Q: 3 clusters Score -1892392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1892457.000000 Penalty: 4893.661621
	Iteration 15Q: 3 clusters Score -1892457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1892500.125000 Penalty: 4893.661621
	Iteration 16Q: 3 clusters Score -1892500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -1892538.625000 Penalty: 4893.661621
	Iteration 17Q: 3 clusters Score -1892539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -1892560.375000 Penalty: 4893.661621
	Iteration 18Q: 3 clusters Score -1892560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -1892570.875000 Penalty: 4893.661621
	Iteration 19Q: 3 clusters Score -1892571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -1892579.500000 Penalty: 4893.661621
	Iteration 20F: 3 clusters Score -1892580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -1892586.125000 Penalty: 4893.661621
	Iteration 21Q: 3 clusters Score -1892586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -1892586.875000 Penalty: 4893.661621
	Iteration 22Q: 3 clusters Score -1892587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -1892594.125000 Penalty: 4893.661621
	Iteration 23Q: 3 clusters Score -1892594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -1892602.375000 Penalty: 4893.661621
	Iteration 24Q: 3 clusters Score -1892602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -1892614.125000 Penalty: 4893.661621
	Iteration 25Q: 3 clusters Score -1892614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -1892618.750000 Penalty: 4893.661621
	Iteration 26Q: 3 clusters Score -1892619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -1892622.750000 Penalty: 4893.661621
	Iteration 27Q: 3 clusters Score -1892623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -1892622.875000 Penalty: 4893.661621
	Iteration 28Q: 3 clusters Score -1892623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -1892625.875000 Penalty: 4893.661621
	Iteration 29Q: 3 clusters Score -1892626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -1892628.750000 Penalty: 4893.661621
	Iteration 30Q: 3 clusters Score -1892629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -1892634.000000 Penalty: 4893.661621
	Iteration 31Q: 3 clusters Score -1892634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -1892633.375000 Penalty: 4893.661621
	Iteration 32Q: 3 clusters Score -1892633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -1892634.375000 Penalty: 4893.661621
	Iteration 33Q: 3 clusters Score -1892634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -1892634.875000 Penalty: 4893.661621
	Iteration 34Q: 3 clusters Score -1892635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -1892636.500000 Penalty: 4893.661621
	Iteration 35Q: 3 clusters Score -1892636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -1892636.500000 Penalty: 4893.661621
	Iteration 36F: 3 clusters Score -1892636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Entering Unmasked Estep 
Score: -287956.312500 Penalty: 1992.186401
	Iteration 0F: 2 clusters Score -287956.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -284652.343750 Penalty: 3984.372803
	Iteration 0F: 3 clusters Score -284652.3 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -285364.437500 Penalty: 3984.372803
	Iteration 1F: 3 clusters Score -285364.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -285558.031250 Penalty: 3984.372803
	Iteration 2F: 3 clusters Score -285558 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -285689.937500 Penalty: 3984.372803
	Iteration 3F: 3 clusters Score -285689.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -285810.625000 Penalty: 3984.372803
	Iteration 4Q: 3 clusters Score -285810.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -285950.781250 Penalty: 3984.372803
	Iteration 5Q: 3 clusters Score -285950.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -286059.468750 Penalty: 3984.372803
	Iteration 6Q: 3 clusters Score -286059.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -286138.468750 Penalty: 3984.372803
	Iteration 7Q: 3 clusters Score -286138.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -286185.843750 Penalty: 3984.372803
	Iteration 8Q: 3 clusters Score -286185.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -286225.843750 Penalty: 3984.372803
	Iteration 9Q: 3 clusters Score -286225.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -286258.687500 Penalty: 3984.372803
	Iteration 10Q: 3 clusters Score -286258.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -286282.531250 Penalty: 3984.372803
	Iteration 11Q: 3 clusters Score -286282.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -286294.531250 Penalty: 3984.372803
	Iteration 12Q: 3 clusters Score -286294.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -286303.500000 Penalty: 3984.372803
	Iteration 13Q: 3 clusters Score -286303.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -286309.281250 Penalty: 3984.372803
	Iteration 14Q: 3 clusters Score -286309.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -286313.312500 Penalty: 3984.372803
	Iteration 15Q: 3 clusters Score -286313.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -286318.218750 Penalty: 3984.372803
	Iteration 16Q: 3 clusters Score -286318.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -286324.968750 Penalty: 3984.372803
	Iteration 17Q: 3 clusters Score -286325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -286331.281250 Penalty: 3984.372803
	Iteration 18Q: 3 clusters Score -286331.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -286337.500000 Penalty: 3984.372803
	Iteration 19Q: 3 clusters Score -286337.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -286347.125000 Penalty: 3984.372803
	Iteration 20F: 3 clusters Score -286347.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -286351.156250 Penalty: 3984.372803
	Iteration 21Q: 3 clusters Score -286351.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -286353.781250 Penalty: 3984.372803
	Iteration 22Q: 3 clusters Score -286353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -286355.625000 Penalty: 3984.372803
	Iteration 23Q: 3 clusters Score -286355.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -286357.375000 Penalty: 3984.372803
	Iteration 24Q: 3 clusters Score -286357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -286358.093750 Penalty: 3984.372803
	Iteration 25Q: 3 clusters Score -286358.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -286358.312500 Penalty: 3984.372803
	Iteration 26Q: 3 clusters Score -286358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -286359.437500 Penalty: 3984.372803
	Iteration 27Q: 3 clusters Score -286359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -286359.375000 Penalty: 3984.372803
	Iteration 28Q: 3 clusters Score -286359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -286359.625000 Penalty: 3984.372803
	Iteration 29Q: 3 clusters Score -286359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -286360.625000 Penalty: 3984.372803
	Iteration 30Q: 3 clusters Score -286360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -286360.875000 Penalty: 3984.372803
	Iteration 31Q: 3 clusters Score -286360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -286362.187500 Penalty: 3984.372803
	Iteration 32Q: 3 clusters Score -286362.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -286363.281250 Penalty: 3984.372803
	Iteration 33Q: 3 clusters Score -286363.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -286367.812500 Penalty: 3984.372803
	Iteration 34Q: 3 clusters Score -286367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -286369.218750 Penalty: 3984.372803
	Iteration 35Q: 3 clusters Score -286369.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -286369.593750 Penalty: 3984.372803
	Iteration 36Q: 3 clusters Score -286369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -286370.125000 Penalty: 3984.372803
	Iteration 37Q: 3 clusters Score -286370.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -286370.125000 Penalty: 3984.372803
	Iteration 38F: 3 clusters Score -286370.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Entering Unmasked Estep 
Score: -618257.562500 Penalty: 2151.115967
	Iteration 0F: 2 clusters Score -618257.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -613249.187500 Penalty: 4302.231934
	Iteration 0F: 3 clusters Score -613249.2 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -614428.000000 Penalty: 4302.231934
	Iteration 1F: 3 clusters Score -614428 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -614644.062500 Penalty: 4302.231934
	Iteration 2F: 3 clusters Score -614644.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -614768.062500 Penalty: 4302.231934
	Iteration 3Q: 3 clusters Score -614768.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -614844.875000 Penalty: 4302.231934
	Iteration 4Q: 3 clusters Score -614844.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -614912.937500 Penalty: 4302.231934
	Iteration 5Q: 3 clusters Score -614912.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -614976.062500 Penalty: 4302.231934
	Iteration 6Q: 3 clusters Score -614976.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -615033.750000 Penalty: 4302.231934
	Iteration 7Q: 3 clusters Score -615033.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -615091.875000 Penalty: 4302.231934
	Iteration 8Q: 3 clusters Score -615091.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -615144.937500 Penalty: 4302.231934
	Iteration 9Q: 3 clusters Score -615144.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -615189.062500 Penalty: 4302.231934
	Iteration 10Q: 3 clusters Score -615189.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -615234.375000 Penalty: 4302.231934
	Iteration 11Q: 3 clusters Score -615234.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -615281.687500 Penalty: 4302.231934
	Iteration 12Q: 3 clusters Score -615281.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -615334.625000 Penalty: 4302.231934
	Iteration 13Q: 3 clusters Score -615334.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -615399.125000 Penalty: 4302.231934
	Iteration 14Q: 3 clusters Score -615399.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -615465.500000 Penalty: 4302.231934
	Iteration 15Q: 3 clusters Score -615465.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -615525.625000 Penalty: 4302.231934
	Iteration 16Q: 3 clusters Score -615525.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -615582.250000 Penalty: 4302.231934
	Iteration 17Q: 3 clusters Score -615582.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -615662.062500 Penalty: 4302.231934
	Iteration 18Q: 3 clusters Score -615662.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -615733.187500 Penalty: 4302.231934
	Iteration 19Q: 3 clusters Score -615733.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -615802.500000 Penalty: 4302.231934
	Iteration 20F: 3 clusters Score -615802.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -615881.125000 Penalty: 4302.231934
	Iteration 21Q: 3 clusters Score -615881.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -615948.250000 Penalty: 4302.231934
	Iteration 22Q: 3 clusters Score -615948.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -616005.625000 Penalty: 4302.231934
	Iteration 23Q: 3 clusters Score -616005.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -616070.875000 Penalty: 4302.231934
	Iteration 24Q: 3 clusters Score -616070.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -616131.625000 Penalty: 4302.231934
	Iteration 25Q: 3 clusters Score -616131.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -616169.750000 Penalty: 4302.231934
	Iteration 26Q: 3 clusters Score -616169.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -616204.750000 Penalty: 4302.231934
	Iteration 27Q: 3 clusters Score -616204.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -616229.500000 Penalty: 4302.231934
	Iteration 28Q: 3 clusters Score -616229.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -616255.687500 Penalty: 4302.231934
	Iteration 29Q: 3 clusters Score -616255.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -616273.687500 Penalty: 4302.231934
	Iteration 30Q: 3 clusters Score -616273.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -616289.937500 Penalty: 4302.231934
	Iteration 31Q: 3 clusters Score -616289.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -616301.750000 Penalty: 4302.231934
	Iteration 32Q: 3 clusters Score -616301.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -616310.250000 Penalty: 4302.231934
	Iteration 33Q: 3 clusters Score -616310.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -616320.875000 Penalty: 4302.231934
	Iteration 34Q: 3 clusters Score -616320.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -616327.562500 Penalty: 4302.231934
	Iteration 35Q: 3 clusters Score -616327.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -616335.187500 Penalty: 4302.231934
	Iteration 36Q: 3 clusters Score -616335.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -616346.500000 Penalty: 4302.231934
	Iteration 37Q: 3 clusters Score -616346.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -616362.562500 Penalty: 4302.231934
	Iteration 38Q: 3 clusters Score -616362.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -616374.312500 Penalty: 4302.231934
	Iteration 39Q: 3 clusters Score -616374.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -616382.812500 Penalty: 4302.231934
	Iteration 40F: 3 clusters Score -616382.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -616388.125000 Penalty: 4302.231934
	Iteration 41Q: 3 clusters Score -616388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -616390.125000 Penalty: 4302.231934
	Iteration 42Q: 3 clusters Score -616390.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -616391.125000 Penalty: 4302.231934
	Iteration 43Q: 3 clusters Score -616391.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -616391.375000 Penalty: 4302.231934
	Iteration 44Q: 3 clusters Score -616391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -616397.375000 Penalty: 4302.231934
	Iteration 45Q: 3 clusters Score -616397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -616401.812500 Penalty: 4302.231934
	Iteration 46Q: 3 clusters Score -616401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -616406.625000 Penalty: 4302.231934
	Iteration 47Q: 3 clusters Score -616406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -616408.125000 Penalty: 4302.231934
	Iteration 48Q: 3 clusters Score -616408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -616409.437500 Penalty: 4302.231934
	Iteration 49Q: 3 clusters Score -616409.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -616409.437500 Penalty: 4302.231934
	Iteration 50F: 3 clusters Score -616409.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Entering Unmasked Estep 
Score: -334152.250000 Penalty: 2013.389404
	Iteration 0F: 2 clusters Score -334152.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -330651.781250 Penalty: 4026.778809
	Iteration 0F: 3 clusters Score -330651.8 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -331369.656250 Penalty: 4026.778809
	Iteration 1F: 3 clusters Score -331369.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -331530.781250 Penalty: 4026.778809
	Iteration 2F: 3 clusters Score -331530.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -331615.781250 Penalty: 4026.778809
	Iteration 3Q: 3 clusters Score -331615.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -331662.812500 Penalty: 4026.778809
	Iteration 4Q: 3 clusters Score -331662.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -331704.593750 Penalty: 4026.778809
	Iteration 5Q: 3 clusters Score -331704.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -331729.718750 Penalty: 4026.778809
	Iteration 6Q: 3 clusters Score -331729.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -331744.656250 Penalty: 4026.778809
	Iteration 7Q: 3 clusters Score -331744.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -331758.312500 Penalty: 4026.778809
	Iteration 8Q: 3 clusters Score -331758.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -331773.218750 Penalty: 4026.778809
	Iteration 9Q: 3 clusters Score -331773.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -331786.218750 Penalty: 4026.778809
	Iteration 10Q: 3 clusters Score -331786.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -331802.312500 Penalty: 4026.778809
	Iteration 11Q: 3 clusters Score -331802.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -331816.000000 Penalty: 4026.778809
	Iteration 12Q: 3 clusters Score -331816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -331822.218750 Penalty: 4026.778809
	Iteration 13Q: 3 clusters Score -331822.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -331831.906250 Penalty: 4026.778809
	Iteration 14Q: 3 clusters Score -331831.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -331838.250000 Penalty: 4026.778809
	Iteration 15Q: 3 clusters Score -331838.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -331845.906250 Penalty: 4026.778809
	Iteration 16Q: 3 clusters Score -331845.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -331849.156250 Penalty: 4026.778809
	Iteration 17Q: 3 clusters Score -331849.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -331851.687500 Penalty: 4026.778809
	Iteration 18Q: 3 clusters Score -331851.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -331852.781250 Penalty: 4026.778809
	Iteration 19Q: 3 clusters Score -331852.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -331852.562500 Penalty: 4026.778809
	Iteration 20F: 3 clusters Score -331852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -331853.750000 Penalty: 4026.778809
	Iteration 21Q: 3 clusters Score -331853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -331854.593750 Penalty: 4026.778809
	Iteration 22Q: 3 clusters Score -331854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -331854.750000 Penalty: 4026.778809
	Iteration 23Q: 3 clusters Score -331854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -331856.062500 Penalty: 4026.778809
	Iteration 24Q: 3 clusters Score -331856.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -331856.875000 Penalty: 4026.778809
	Iteration 25Q: 3 clusters Score -331856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -331856.875000 Penalty: 4026.778809
	Iteration 26F: 3 clusters Score -331856.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Entering Unmasked Estep 
Score: -325825.093750 Penalty: 2006.951294
	Iteration 0F: 2 clusters Score -325825.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -322382.500000 Penalty: 4013.902588
	Iteration 0F: 3 clusters Score -322382.5 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -323071.156250 Penalty: 4013.902588
	Iteration 1F: 3 clusters Score -323071.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -323231.750000 Penalty: 4013.902588
	Iteration 2F: 3 clusters Score -323231.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -323333.625000 Penalty: 4013.902588
	Iteration 3F: 3 clusters Score -323333.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -323401.468750 Penalty: 4013.902588
	Iteration 4Q: 3 clusters Score -323401.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -323454.500000 Penalty: 4013.902588
	Iteration 5Q: 3 clusters Score -323454.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -323489.968750 Penalty: 4013.902588
	Iteration 6Q: 3 clusters Score -323490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -323514.968750 Penalty: 4013.902588
	Iteration 7Q: 3 clusters Score -323515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -323526.968750 Penalty: 4013.902588
	Iteration 8Q: 3 clusters Score -323527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -323535.906250 Penalty: 4013.902588
	Iteration 9Q: 3 clusters Score -323535.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -323543.531250 Penalty: 4013.902588
	Iteration 10Q: 3 clusters Score -323543.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -323553.968750 Penalty: 4013.902588
	Iteration 11Q: 3 clusters Score -323554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -323564.281250 Penalty: 4013.902588
	Iteration 12Q: 3 clusters Score -323564.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -323575.281250 Penalty: 4013.902588
	Iteration 13Q: 3 clusters Score -323575.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -323587.500000 Penalty: 4013.902588
	Iteration 14Q: 3 clusters Score -323587.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -323598.906250 Penalty: 4013.902588
	Iteration 15Q: 3 clusters Score -323598.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -323606.531250 Penalty: 4013.902588
	Iteration 16Q: 3 clusters Score -323606.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -323610.281250 Penalty: 4013.902588
	Iteration 17Q: 3 clusters Score -323610.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -323613.906250 Penalty: 4013.902588
	Iteration 18Q: 3 clusters Score -323613.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -323617.593750 Penalty: 4013.902588
	Iteration 19Q: 3 clusters Score -323617.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -323619.625000 Penalty: 4013.902588
	Iteration 20F: 3 clusters Score -323619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -323621.250000 Penalty: 4013.902588
	Iteration 21Q: 3 clusters Score -323621.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -323624.656250 Penalty: 4013.902588
	Iteration 22Q: 3 clusters Score -323624.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -323628.218750 Penalty: 4013.902588
	Iteration 23Q: 3 clusters Score -323628.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -323631.531250 Penalty: 4013.902588
	Iteration 24Q: 3 clusters Score -323631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -323634.906250 Penalty: 4013.902588
	Iteration 25Q: 3 clusters Score -323634.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -323639.906250 Penalty: 4013.902588
	Iteration 26Q: 3 clusters Score -323639.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -323642.875000 Penalty: 4013.902588
	Iteration 27Q: 3 clusters Score -323642.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -323645.625000 Penalty: 4013.902588
	Iteration 28Q: 3 clusters Score -323645.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -323646.656250 Penalty: 4013.902588
	Iteration 29Q: 3 clusters Score -323646.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -323648.656250 Penalty: 4013.902588
	Iteration 30Q: 3 clusters Score -323648.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -323649.656250 Penalty: 4013.902588
	Iteration 31Q: 3 clusters Score -323649.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -323650.343750 Penalty: 4013.902588
	Iteration 32Q: 3 clusters Score -323650.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -323652.093750 Penalty: 4013.902588
	Iteration 33Q: 3 clusters Score -323652.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -323654.656250 Penalty: 4013.902588
	Iteration 34Q: 3 clusters Score -323654.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -323656.406250 Penalty: 4013.902588
	Iteration 35Q: 3 clusters Score -323656.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -323659.281250 Penalty: 4013.902588
	Iteration 36Q: 3 clusters Score -323659.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -323661.406250 Penalty: 4013.902588
	Iteration 37Q: 3 clusters Score -323661.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -323667.937500 Penalty: 4013.902588
	Iteration 38Q: 3 clusters Score -323667.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -323676.031250 Penalty: 4013.902588
	Iteration 39Q: 3 clusters Score -323676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -323678.031250 Penalty: 4013.902588
	Iteration 40F: 3 clusters Score -323678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -323679.781250 Penalty: 4013.902588
	Iteration 41Q: 3 clusters Score -323679.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -323682.250000 Penalty: 4013.902588
	Iteration 42Q: 3 clusters Score -323682.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -323687.250000 Penalty: 4013.902588
	Iteration 43Q: 3 clusters Score -323687.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -323692.312500 Penalty: 4013.902588
	Iteration 44Q: 3 clusters Score -323692.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -323695.937500 Penalty: 4013.902588
	Iteration 45Q: 3 clusters Score -323695.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -323699.218750 Penalty: 4013.902588
	Iteration 46Q: 3 clusters Score -323699.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -323705.000000 Penalty: 4013.902588
	Iteration 47Q: 3 clusters Score -323705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -323711.093750 Penalty: 4013.902588
	Iteration 48Q: 3 clusters Score -323711.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -323714.750000 Penalty: 4013.902588
	Iteration 49Q: 3 clusters Score -323714.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -323716.906250 Penalty: 4013.902588
	Iteration 50Q: 3 clusters Score -323716.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -323719.187500 Penalty: 4013.902588
	Iteration 51Q: 3 clusters Score -323719.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -323722.843750 Penalty: 4013.902588
	Iteration 52Q: 3 clusters Score -323722.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -323728.031250 Penalty: 4013.902588
	Iteration 53Q: 3 clusters Score -323728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -323732.406250 Penalty: 4013.902588
	Iteration 54Q: 3 clusters Score -323732.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -323733.906250 Penalty: 4013.902588
	Iteration 55Q: 3 clusters Score -323733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -323734.375000 Penalty: 4013.902588
	Iteration 56Q: 3 clusters Score -323734.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -323734.375000 Penalty: 4013.902588
	Iteration 57F: 3 clusters Score -323734.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (288405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288405 members 
Entering Unmasked Estep 
Score: -28858828.000000 Penalty: 3117.885986
	Iteration 0F: 2 clusters Score -2.885883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144820 members 
Mstep: Class 2 contains 143585 members 
Entering Unmasked Estep 
Score: -28676392.000000 Penalty: 6235.771973
	Iteration 0F: 3 clusters Score -2.867639e+07 nChanged 139473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155369 members 
Mstep: Class 2 contains 133036 members 
Entering Unmasked Estep 
Score: -28759704.000000 Penalty: 6235.771973
	Iteration 1F: 3 clusters Score -2.87597e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162239 members 
Mstep: Class 2 contains 126166 members 
Entering Unmasked Estep 
Score: -28762044.000000 Penalty: 6235.771973
	Iteration 2Q: 3 clusters Score -2.876204e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172644 members 
Mstep: Class 2 contains 115761 members 
Entering Unmasked Estep 
Score: -28766624.000000 Penalty: 6235.771973
	Iteration 3Q: 3 clusters Score -2.876662e+07 nChanged 15699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187909 members 
Mstep: Class 2 contains 100496 members 
Entering Unmasked Estep 
Score: -28774556.000000 Penalty: 6235.771973
	Iteration 4F: 3 clusters Score -2.877456e+07 nChanged 20971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208672 members 
Mstep: Class 2 contains 79733 members 
Entering Unmasked Estep 
Score: -28787960.000000 Penalty: 6235.771973
	Iteration 5F: 3 clusters Score -2.878796e+07 nChanged 24329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232905 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -28806684.000000 Penalty: 6235.771973
	Iteration 6F: 3 clusters Score -2.880668e+07 nChanged 22566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255441 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -28826138.000000 Penalty: 6235.771973
	Iteration 7F: 3 clusters Score -2.882614e+07 nChanged 15669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271082 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -28840428.000000 Penalty: 6235.771973
	Iteration 8F: 3 clusters Score -2.884043e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279790 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -28848450.000000 Penalty: 6235.771973
	Iteration 9Q: 3 clusters Score -2.884845e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283913 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -28852440.000000 Penalty: 6235.771973
	Iteration 10Q: 3 clusters Score -2.885244e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285788 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -28854248.000000 Penalty: 6235.771973
	Iteration 11Q: 3 clusters Score -2.885425e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286607 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -28855080.000000 Penalty: 6235.771973
	Iteration 12Q: 3 clusters Score -2.885508e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286987 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -28855528.000000 Penalty: 6235.771973
	Iteration 13Q: 3 clusters Score -2.885553e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287169 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -28855778.000000 Penalty: 6235.771973
	Iteration 14Q: 3 clusters Score -2.885578e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287280 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -28855892.000000 Penalty: 6235.771973
	Iteration 15Q: 3 clusters Score -2.885589e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287340 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -28856008.000000 Penalty: 6235.771973
	Iteration 16Q: 3 clusters Score -2.885601e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287360 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -28856096.000000 Penalty: 6235.771973
	Iteration 17Q: 3 clusters Score -2.88561e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287371 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -28856144.000000 Penalty: 6235.771973
	Iteration 18Q: 3 clusters Score -2.885614e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287387 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -28856154.000000 Penalty: 6235.771973
	Iteration 19Q: 3 clusters Score -2.885615e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287401 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -28856124.000000 Penalty: 6235.771973
	Iteration 20F: 3 clusters Score -2.885612e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287407 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -28856158.000000 Penalty: 6235.771973
	Iteration 21Q: 3 clusters Score -2.885616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287419 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -28856158.000000 Penalty: 6235.771973
	Iteration 22Q: 3 clusters Score -2.885616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287429 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -28856166.000000 Penalty: 6235.771973
	Iteration 23Q: 3 clusters Score -2.885617e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287433 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -28856182.000000 Penalty: 6235.771973
	Iteration 24Q: 3 clusters Score -2.885618e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287435 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -28856206.000000 Penalty: 6235.771973
	Iteration 25Q: 3 clusters Score -2.885621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287445 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -28856210.000000 Penalty: 6235.771973
	Iteration 26Q: 3 clusters Score -2.885621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287451 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -28856190.000000 Penalty: 6235.771973
	Iteration 27Q: 3 clusters Score -2.885619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287455 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -28856198.000000 Penalty: 6235.771973
	Iteration 28Q: 3 clusters Score -2.88562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287456 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -28856204.000000 Penalty: 6235.771973
	Iteration 29Q: 3 clusters Score -2.88562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287458 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -28856198.000000 Penalty: 6235.771973
	Iteration 30Q: 3 clusters Score -2.88562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287465 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -28856226.000000 Penalty: 6235.771973
	Iteration 31Q: 3 clusters Score -2.885623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287466 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -28856220.000000 Penalty: 6235.771973
	Iteration 32Q: 3 clusters Score -2.885622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287466 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -28856222.000000 Penalty: 6235.771973
	Iteration 33Q: 3 clusters Score -2.885622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287468 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -28856230.000000 Penalty: 6235.771973
	Iteration 34Q: 3 clusters Score -2.885623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287469 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -28856220.000000 Penalty: 6235.771973
	Iteration 35Q: 3 clusters Score -2.885622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287470 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -28856210.000000 Penalty: 6235.771973
	Iteration 36Q: 3 clusters Score -2.885621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287467 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -28856218.000000 Penalty: 6235.771973
	Iteration 37Q: 3 clusters Score -2.885622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287466 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -28856214.000000 Penalty: 6235.771973
	Iteration 38Q: 3 clusters Score -2.885621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287467 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -28856212.000000 Penalty: 6235.771973
	Iteration 39Q: 3 clusters Score -2.885621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287466 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -28856230.000000 Penalty: 6235.771973
	Iteration 40F: 3 clusters Score -2.885623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Entering Unmasked Estep 
Score: -4301987.000000 Penalty: 2642.568115
	Iteration 0F: 2 clusters Score -4301987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4273109.500000 Penalty: 5285.136230
	Iteration 0F: 3 clusters Score -4273110 nChanged 19457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -4283642.000000 Penalty: 5285.136230
	Iteration 1F: 3 clusters Score -4283642 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -4284105.500000 Penalty: 5285.136230
	Iteration 2Q: 3 clusters Score -4284106 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -4284592.000000 Penalty: 5285.136230
	Iteration 3Q: 3 clusters Score -4284592 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4285142.500000 Penalty: 5285.136230
	Iteration 4Q: 3 clusters Score -4285142 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -4285816.500000 Penalty: 5285.136230
	Iteration 5Q: 3 clusters Score -4285816 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -4286707.000000 Penalty: 5285.136230
	Iteration 6Q: 3 clusters Score -4286707 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -4288068.000000 Penalty: 5285.136230
	Iteration 7F: 3 clusters Score -4288068 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4289998.000000 Penalty: 5285.136230
	Iteration 8F: 3 clusters Score -4289998 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4292378.000000 Penalty: 5285.136230
	Iteration 9F: 3 clusters Score -4292378 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -4294777.500000 Penalty: 5285.136230
	Iteration 10F: 3 clusters Score -4294778 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -4296866.000000 Penalty: 5285.136230
	Iteration 11F: 3 clusters Score -4296866 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -4298249.000000 Penalty: 5285.136230
	Iteration 12Q: 3 clusters Score -4298249 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -4298985.500000 Penalty: 5285.136230
	Iteration 13Q: 3 clusters Score -4298986 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -4299271.500000 Penalty: 5285.136230
	Iteration 14Q: 3 clusters Score -4299272 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -4299400.000000 Penalty: 5285.136230
	Iteration 15Q: 3 clusters Score -4299400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -4299503.500000 Penalty: 5285.136230
	Iteration 16Q: 3 clusters Score -4299504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -4299562.000000 Penalty: 5285.136230
	Iteration 17Q: 3 clusters Score -4299562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -4299604.000000 Penalty: 5285.136230
	Iteration 18Q: 3 clusters Score -4299604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -4299637.500000 Penalty: 5285.136230
	Iteration 19Q: 3 clusters Score -4299638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -4299653.000000 Penalty: 5285.136230
	Iteration 20F: 3 clusters Score -4299653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -4299654.000000 Penalty: 5285.136230
	Iteration 21Q: 3 clusters Score -4299654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -4299666.000000 Penalty: 5285.136230
	Iteration 22Q: 3 clusters Score -4299666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -4299670.000000 Penalty: 5285.136230
	Iteration 23Q: 3 clusters Score -4299670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -4299671.000000 Penalty: 5285.136230
	Iteration 24Q: 3 clusters Score -4299671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -4299671.000000 Penalty: 5285.136230
	Iteration 25F: 3 clusters Score -4299671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Entering Unmasked Estep 
Score: -1593376.750000 Penalty: 2407.060547
	Iteration 0F: 2 clusters Score -1593377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1581702.625000 Penalty: 4814.121094
	Iteration 0F: 3 clusters Score -1581703 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1585562.000000 Penalty: 4814.121094
	Iteration 1F: 3 clusters Score -1585562 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1585949.125000 Penalty: 4814.121094
	Iteration 2F: 3 clusters Score -1585949 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1586367.250000 Penalty: 4814.121094
	Iteration 3F: 3 clusters Score -1586367 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1586876.375000 Penalty: 4814.121094
	Iteration 4F: 3 clusters Score -1586876 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1587485.875000 Penalty: 4814.121094
	Iteration 5F: 3 clusters Score -1587486 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1588153.000000 Penalty: 4814.121094
	Iteration 6F: 3 clusters Score -1588153 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1588873.125000 Penalty: 4814.121094
	Iteration 7F: 3 clusters Score -1588873 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1589494.375000 Penalty: 4814.121094
	Iteration 8F: 3 clusters Score -1589494 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1590030.125000 Penalty: 4814.121094
	Iteration 9Q: 3 clusters Score -1590030 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1590464.375000 Penalty: 4814.121094
	Iteration 10Q: 3 clusters Score -1590464 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1590784.000000 Penalty: 4814.121094
	Iteration 11Q: 3 clusters Score -1590784 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1591015.625000 Penalty: 4814.121094
	Iteration 12Q: 3 clusters Score -1591016 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1591183.125000 Penalty: 4814.121094
	Iteration 13Q: 3 clusters Score -1591183 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1591322.375000 Penalty: 4814.121094
	Iteration 14Q: 3 clusters Score -1591322 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1591421.750000 Penalty: 4814.121094
	Iteration 15Q: 3 clusters Score -1591422 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1591513.250000 Penalty: 4814.121094
	Iteration 16Q: 3 clusters Score -1591513 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1591582.000000 Penalty: 4814.121094
	Iteration 17Q: 3 clusters Score -1591582 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1591618.500000 Penalty: 4814.121094
	Iteration 18Q: 3 clusters Score -1591618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1591646.375000 Penalty: 4814.121094
	Iteration 19Q: 3 clusters Score -1591646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1591658.250000 Penalty: 4814.121094
	Iteration 20F: 3 clusters Score -1591658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1591673.500000 Penalty: 4814.121094
	Iteration 21Q: 3 clusters Score -1591674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1591679.625000 Penalty: 4814.121094
	Iteration 22Q: 3 clusters Score -1591680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1591686.875000 Penalty: 4814.121094
	Iteration 23Q: 3 clusters Score -1591687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1591691.250000 Penalty: 4814.121094
	Iteration 24Q: 3 clusters Score -1591691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1591692.375000 Penalty: 4814.121094
	Iteration 25Q: 3 clusters Score -1591692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1591696.500000 Penalty: 4814.121094
	Iteration 26Q: 3 clusters Score -1591696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1591694.500000 Penalty: 4814.121094
	Iteration 27Q: 3 clusters Score -1591694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1591697.875000 Penalty: 4814.121094
	Iteration 28Q: 3 clusters Score -1591698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1591698.500000 Penalty: 4814.121094
	Iteration 29Q: 3 clusters Score -1591698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1591700.500000 Penalty: 4814.121094
	Iteration 30Q: 3 clusters Score -1591700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1591700.375000 Penalty: 4814.121094
	Iteration 31Q: 3 clusters Score -1591700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1591699.625000 Penalty: 4814.121094
	Iteration 32Q: 3 clusters Score -1591700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1591698.750000 Penalty: 4814.121094
	Iteration 33Q: 3 clusters Score -1591699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1591699.000000 Penalty: 4814.121094
	Iteration 34Q: 3 clusters Score -1591699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1591700.500000 Penalty: 4814.121094
	Iteration 35Q: 3 clusters Score -1591700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1591702.125000 Penalty: 4814.121094
	Iteration 36Q: 3 clusters Score -1591702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1591701.500000 Penalty: 4814.121094
	Iteration 37Q: 3 clusters Score -1591702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1591702.125000 Penalty: 4814.121094
	Iteration 38Q: 3 clusters Score -1591702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1591703.250000 Penalty: 4814.121094
	Iteration 39Q: 3 clusters Score -1591703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1591703.250000 Penalty: 4814.121094
	Iteration 40F: 3 clusters Score -1591703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Entering Unmasked Estep 
Score: -657785.062500 Penalty: 2191.816895
	Iteration 0F: 2 clusters Score -657785.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -652046.312500 Penalty: 4383.633789
	Iteration 0F: 3 clusters Score -652046.3 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -653634.125000 Penalty: 4383.633789
	Iteration 1F: 3 clusters Score -653634.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -654001.125000 Penalty: 4383.633789
	Iteration 2F: 3 clusters Score -654001.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -654236.625000 Penalty: 4383.633789
	Iteration 3F: 3 clusters Score -654236.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -654421.937500 Penalty: 4383.633789
	Iteration 4Q: 3 clusters Score -654421.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -654561.375000 Penalty: 4383.633789
	Iteration 5Q: 3 clusters Score -654561.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -654666.875000 Penalty: 4383.633789
	Iteration 6Q: 3 clusters Score -654666.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -654757.500000 Penalty: 4383.633789
	Iteration 7Q: 3 clusters Score -654757.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -654852.562500 Penalty: 4383.633789
	Iteration 8Q: 3 clusters Score -654852.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -654959.812500 Penalty: 4383.633789
	Iteration 9Q: 3 clusters Score -654959.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -655078.062500 Penalty: 4383.633789
	Iteration 10Q: 3 clusters Score -655078.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -655204.500000 Penalty: 4383.633789
	Iteration 11Q: 3 clusters Score -655204.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -655343.125000 Penalty: 4383.633789
	Iteration 12Q: 3 clusters Score -655343.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -655470.187500 Penalty: 4383.633789
	Iteration 13Q: 3 clusters Score -655470.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -655602.500000 Penalty: 4383.633789
	Iteration 14Q: 3 clusters Score -655602.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -655751.125000 Penalty: 4383.633789
	Iteration 15Q: 3 clusters Score -655751.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -655867.312500 Penalty: 4383.633789
	Iteration 16Q: 3 clusters Score -655867.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -655961.250000 Penalty: 4383.633789
	Iteration 17Q: 3 clusters Score -655961.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -656036.062500 Penalty: 4383.633789
	Iteration 18Q: 3 clusters Score -656036.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -656075.187500 Penalty: 4383.633789
	Iteration 19Q: 3 clusters Score -656075.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -656111.437500 Penalty: 4383.633789
	Iteration 20F: 3 clusters Score -656111.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -656149.125000 Penalty: 4383.633789
	Iteration 21Q: 3 clusters Score -656149.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -656177.062500 Penalty: 4383.633789
	Iteration 22Q: 3 clusters Score -656177.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -656196.437500 Penalty: 4383.633789
	Iteration 23Q: 3 clusters Score -656196.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -656222.062500 Penalty: 4383.633789
	Iteration 24Q: 3 clusters Score -656222.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -656248.062500 Penalty: 4383.633789
	Iteration 25Q: 3 clusters Score -656248.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -656266.625000 Penalty: 4383.633789
	Iteration 26Q: 3 clusters Score -656266.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -656285.875000 Penalty: 4383.633789
	Iteration 27Q: 3 clusters Score -656285.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -656298.750000 Penalty: 4383.633789
	Iteration 28Q: 3 clusters Score -656298.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -656312.125000 Penalty: 4383.633789
	Iteration 29Q: 3 clusters Score -656312.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -656332.250000 Penalty: 4383.633789
	Iteration 30Q: 3 clusters Score -656332.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -656343.750000 Penalty: 4383.633789
	Iteration 31Q: 3 clusters Score -656343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -656353.687500 Penalty: 4383.633789
	Iteration 32Q: 3 clusters Score -656353.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -656362.812500 Penalty: 4383.633789
	Iteration 33Q: 3 clusters Score -656362.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -656373.937500 Penalty: 4383.633789
	Iteration 34Q: 3 clusters Score -656373.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -656386.812500 Penalty: 4383.633789
	Iteration 35Q: 3 clusters Score -656386.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -656397.375000 Penalty: 4383.633789
	Iteration 36Q: 3 clusters Score -656397.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -656408.000000 Penalty: 4383.633789
	Iteration 37Q: 3 clusters Score -656408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -656412.812500 Penalty: 4383.633789
	Iteration 38Q: 3 clusters Score -656412.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -656419.437500 Penalty: 4383.633789
	Iteration 39Q: 3 clusters Score -656419.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -656430.187500 Penalty: 4383.633789
	Iteration 40F: 3 clusters Score -656430.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -656445.750000 Penalty: 4383.633789
	Iteration 41Q: 3 clusters Score -656445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -656456.437500 Penalty: 4383.633789
	Iteration 42Q: 3 clusters Score -656456.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -656475.437500 Penalty: 4383.633789
	Iteration 43Q: 3 clusters Score -656475.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -656498.687500 Penalty: 4383.633789
	Iteration 44Q: 3 clusters Score -656498.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -656517.687500 Penalty: 4383.633789
	Iteration 45Q: 3 clusters Score -656517.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -656533.250000 Penalty: 4383.633789
	Iteration 46Q: 3 clusters Score -656533.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -656548.625000 Penalty: 4383.633789
	Iteration 47Q: 3 clusters Score -656548.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -656569.625000 Penalty: 4383.633789
	Iteration 48Q: 3 clusters Score -656569.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -656600.500000 Penalty: 4383.633789
	Iteration 49Q: 3 clusters Score -656600.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -656632.437500 Penalty: 4383.633789
	Iteration 50Q: 3 clusters Score -656632.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -656708.312500 Penalty: 4383.633789
	Iteration 51Q: 3 clusters Score -656708.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -656820.687500 Penalty: 4383.633789
	Iteration 52Q: 3 clusters Score -656820.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -656874.437500 Penalty: 4383.633789
	Iteration 53Q: 3 clusters Score -656874.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -656892.812500 Penalty: 4383.633789
	Iteration 54Q: 3 clusters Score -656892.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -656910.687500 Penalty: 4383.633789
	Iteration 55Q: 3 clusters Score -656910.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -656923.875000 Penalty: 4383.633789
	Iteration 56Q: 3 clusters Score -656923.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -656933.000000 Penalty: 4383.633789
	Iteration 57Q: 3 clusters Score -656933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -656937.000000 Penalty: 4383.633789
	Iteration 58Q: 3 clusters Score -656937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -656943.125000 Penalty: 4383.633789
	Iteration 59Q: 3 clusters Score -656943.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -656982.250000 Penalty: 4383.633789
	Iteration 60F: 3 clusters Score -656982.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -657001.875000 Penalty: 4383.633789
	Iteration 61Q: 3 clusters Score -657001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -657012.937500 Penalty: 4383.633789
	Iteration 62Q: 3 clusters Score -657012.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -657024.125000 Penalty: 4383.633789
	Iteration 63Q: 3 clusters Score -657024.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -657034.500000 Penalty: 4383.633789
	Iteration 64Q: 3 clusters Score -657034.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -657041.125000 Penalty: 4383.633789
	Iteration 65Q: 3 clusters Score -657041.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -657043.562500 Penalty: 4383.633789
	Iteration 66Q: 3 clusters Score -657043.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -657047.625000 Penalty: 4383.633789
	Iteration 67Q: 3 clusters Score -657047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -657050.562500 Penalty: 4383.633789
	Iteration 68Q: 3 clusters Score -657050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -657053.687500 Penalty: 4383.633789
	Iteration 69Q: 3 clusters Score -657053.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -657059.062500 Penalty: 4383.633789
	Iteration 70Q: 3 clusters Score -657059.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -657066.687500 Penalty: 4383.633789
	Iteration 71Q: 3 clusters Score -657066.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -657077.312500 Penalty: 4383.633789
	Iteration 72Q: 3 clusters Score -657077.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -657086.500000 Penalty: 4383.633789
	Iteration 73Q: 3 clusters Score -657086.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -657096.750000 Penalty: 4383.633789
	Iteration 74Q: 3 clusters Score -657096.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -657103.125000 Penalty: 4383.633789
	Iteration 75Q: 3 clusters Score -657103.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -657112.312500 Penalty: 4383.633789
	Iteration 76Q: 3 clusters Score -657112.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -657117.062500 Penalty: 4383.633789
	Iteration 77Q: 3 clusters Score -657117.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -657121.687500 Penalty: 4383.633789
	Iteration 78Q: 3 clusters Score -657121.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -657127.812500 Penalty: 4383.633789
	Iteration 79Q: 3 clusters Score -657127.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -657134.500000 Penalty: 4383.633789
	Iteration 80F: 3 clusters Score -657134.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -657138.687500 Penalty: 4383.633789
	Iteration 81Q: 3 clusters Score -657138.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -657143.187500 Penalty: 4383.633789
	Iteration 82Q: 3 clusters Score -657143.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -657152.625000 Penalty: 4383.633789
	Iteration 83Q: 3 clusters Score -657152.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -657165.000000 Penalty: 4383.633789
	Iteration 84Q: 3 clusters Score -657165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -657184.437500 Penalty: 4383.633789
	Iteration 85Q: 3 clusters Score -657184.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -657215.625000 Penalty: 4383.633789
	Iteration 86Q: 3 clusters Score -657215.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -657240.500000 Penalty: 4383.633789
	Iteration 87Q: 3 clusters Score -657240.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -657267.000000 Penalty: 4383.633789
	Iteration 88Q: 3 clusters Score -657267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -657290.375000 Penalty: 4383.633789
	Iteration 89Q: 3 clusters Score -657290.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -657338.000000 Penalty: 4383.633789
	Iteration 90Q: 3 clusters Score -657338 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -657394.375000 Penalty: 4383.633789
	Iteration 91Q: 3 clusters Score -657394.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -657440.687500 Penalty: 4383.633789
	Iteration 92Q: 3 clusters Score -657440.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -657482.937500 Penalty: 4383.633789
	Iteration 93Q: 3 clusters Score -657482.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -657518.062500 Penalty: 4383.633789
	Iteration 94Q: 3 clusters Score -657518.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -657556.500000 Penalty: 4383.633789
	Iteration 95Q: 3 clusters Score -657556.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -657577.500000 Penalty: 4383.633789
	Iteration 96Q: 3 clusters Score -657577.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -657597.187500 Penalty: 4383.633789
	Iteration 97Q: 3 clusters Score -657597.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -657612.500000 Penalty: 4383.633789
	Iteration 98Q: 3 clusters Score -657612.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -657618.625000 Penalty: 4383.633789
	Iteration 99Q: 3 clusters Score -657618.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -657626.812500 Penalty: 4383.633789
	Iteration 100F: 3 clusters Score -657626.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -657637.625000 Penalty: 4383.633789
	Iteration 101Q: 3 clusters Score -657637.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -657646.875000 Penalty: 4383.633789
	Iteration 102Q: 3 clusters Score -657646.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -657654.187500 Penalty: 4383.633789
	Iteration 103Q: 3 clusters Score -657654.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -657657.750000 Penalty: 4383.633789
	Iteration 104Q: 3 clusters Score -657657.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -657661.250000 Penalty: 4383.633789
	Iteration 105Q: 3 clusters Score -657661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -657663.437500 Penalty: 4383.633789
	Iteration 106Q: 3 clusters Score -657663.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -657664.250000 Penalty: 4383.633789
	Iteration 107Q: 3 clusters Score -657664.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -657665.000000 Penalty: 4383.633789
	Iteration 108Q: 3 clusters Score -657665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -657665.812500 Penalty: 4383.633789
	Iteration 109Q: 3 clusters Score -657665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -657666.687500 Penalty: 4383.633789
	Iteration 110Q: 3 clusters Score -657666.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -657666.687500 Penalty: 4383.633789
	Iteration 111F: 3 clusters Score -657666.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Entering Unmasked Estep 
Score: -1346513.625000 Penalty: 2359.836426
	Iteration 0F: 2 clusters Score -1346514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1336588.000000 Penalty: 4719.672852
	Iteration 0F: 3 clusters Score -1336588 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1339706.625000 Penalty: 4719.672852
	Iteration 1F: 3 clusters Score -1339707 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1340124.250000 Penalty: 4719.672852
	Iteration 2F: 3 clusters Score -1340124 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1340558.000000 Penalty: 4719.672852
	Iteration 3F: 3 clusters Score -1340558 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1341100.875000 Penalty: 4719.672852
	Iteration 4F: 3 clusters Score -1341101 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1341681.625000 Penalty: 4719.672852
	Iteration 5F: 3 clusters Score -1341682 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1342260.875000 Penalty: 4719.672852
	Iteration 6F: 3 clusters Score -1342261 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1342766.750000 Penalty: 4719.672852
	Iteration 7F: 3 clusters Score -1342767 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1343209.125000 Penalty: 4719.672852
	Iteration 8Q: 3 clusters Score -1343209 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1343550.375000 Penalty: 4719.672852
	Iteration 9Q: 3 clusters Score -1343550 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1343770.875000 Penalty: 4719.672852
	Iteration 10Q: 3 clusters Score -1343771 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1343914.375000 Penalty: 4719.672852
	Iteration 11Q: 3 clusters Score -1343914 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1344022.875000 Penalty: 4719.672852
	Iteration 12Q: 3 clusters Score -1344023 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1344113.625000 Penalty: 4719.672852
	Iteration 13Q: 3 clusters Score -1344114 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1344188.000000 Penalty: 4719.672852
	Iteration 14Q: 3 clusters Score -1344188 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1344244.500000 Penalty: 4719.672852
	Iteration 15Q: 3 clusters Score -1344244 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1344290.250000 Penalty: 4719.672852
	Iteration 16Q: 3 clusters Score -1344290 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1344328.000000 Penalty: 4719.672852
	Iteration 17Q: 3 clusters Score -1344328 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1344352.375000 Penalty: 4719.672852
	Iteration 18Q: 3 clusters Score -1344352 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1344376.250000 Penalty: 4719.672852
	Iteration 19Q: 3 clusters Score -1344376 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1344401.125000 Penalty: 4719.672852
	Iteration 20F: 3 clusters Score -1344401 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1344433.125000 Penalty: 4719.672852
	Iteration 21Q: 3 clusters Score -1344433 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1344452.250000 Penalty: 4719.672852
	Iteration 22Q: 3 clusters Score -1344452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1344467.125000 Penalty: 4719.672852
	Iteration 23Q: 3 clusters Score -1344467 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1344482.000000 Penalty: 4719.672852
	Iteration 24Q: 3 clusters Score -1344482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1344499.000000 Penalty: 4719.672852
	Iteration 25Q: 3 clusters Score -1344499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1344513.500000 Penalty: 4719.672852
	Iteration 26Q: 3 clusters Score -1344514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1344524.375000 Penalty: 4719.672852
	Iteration 27Q: 3 clusters Score -1344524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1344536.375000 Penalty: 4719.672852
	Iteration 28Q: 3 clusters Score -1344536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1344549.125000 Penalty: 4719.672852
	Iteration 29Q: 3 clusters Score -1344549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1344560.500000 Penalty: 4719.672852
	Iteration 30Q: 3 clusters Score -1344560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1344570.500000 Penalty: 4719.672852
	Iteration 31Q: 3 clusters Score -1344570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1344582.125000 Penalty: 4719.672852
	Iteration 32Q: 3 clusters Score -1344582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1344581.500000 Penalty: 4719.672852
	Iteration 33Q: 3 clusters Score -1344582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1344588.375000 Penalty: 4719.672852
	Iteration 34Q: 3 clusters Score -1344588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1344595.000000 Penalty: 4719.672852
	Iteration 35Q: 3 clusters Score -1344595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1344599.625000 Penalty: 4719.672852
	Iteration 36Q: 3 clusters Score -1344600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1344600.750000 Penalty: 4719.672852
	Iteration 37Q: 3 clusters Score -1344601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1344600.125000 Penalty: 4719.672852
	Iteration 38Q: 3 clusters Score -1344600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1344602.750000 Penalty: 4719.672852
	Iteration 39Q: 3 clusters Score -1344603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1344605.500000 Penalty: 4719.672852
	Iteration 40F: 3 clusters Score -1344606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1344608.750000 Penalty: 4719.672852
	Iteration 41Q: 3 clusters Score -1344609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1344610.250000 Penalty: 4719.672852
	Iteration 42Q: 3 clusters Score -1344610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1344618.000000 Penalty: 4719.672852
	Iteration 43Q: 3 clusters Score -1344618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1344617.000000 Penalty: 4719.672852
	Iteration 44Q: 3 clusters Score -1344617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1344619.375000 Penalty: 4719.672852
	Iteration 45Q: 3 clusters Score -1344619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1344624.125000 Penalty: 4719.672852
	Iteration 46Q: 3 clusters Score -1344624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1344626.750000 Penalty: 4719.672852
	Iteration 47Q: 3 clusters Score -1344627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1344632.625000 Penalty: 4719.672852
	Iteration 48Q: 3 clusters Score -1344633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1344635.500000 Penalty: 4719.672852
	Iteration 49Q: 3 clusters Score -1344636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1344638.625000 Penalty: 4719.672852
	Iteration 50Q: 3 clusters Score -1344639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1344640.750000 Penalty: 4719.672852
	Iteration 51Q: 3 clusters Score -1344641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1344643.875000 Penalty: 4719.672852
	Iteration 52Q: 3 clusters Score -1344644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1344646.375000 Penalty: 4719.672852
	Iteration 53Q: 3 clusters Score -1344646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1344653.125000 Penalty: 4719.672852
	Iteration 54Q: 3 clusters Score -1344653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1344658.250000 Penalty: 4719.672852
	Iteration 55Q: 3 clusters Score -1344658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1344661.375000 Penalty: 4719.672852
	Iteration 56Q: 3 clusters Score -1344661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1344670.375000 Penalty: 4719.672852
	Iteration 57Q: 3 clusters Score -1344670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1344672.375000 Penalty: 4719.672852
	Iteration 58Q: 3 clusters Score -1344672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1344678.375000 Penalty: 4719.672852
	Iteration 59Q: 3 clusters Score -1344678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1344683.125000 Penalty: 4719.672852
	Iteration 60F: 3 clusters Score -1344683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1344683.625000 Penalty: 4719.672852
	Iteration 61Q: 3 clusters Score -1344684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1344688.375000 Penalty: 4719.672852
	Iteration 62Q: 3 clusters Score -1344688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1344692.500000 Penalty: 4719.672852
	Iteration 63Q: 3 clusters Score -1344692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1344693.750000 Penalty: 4719.672852
	Iteration 64Q: 3 clusters Score -1344694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1344699.125000 Penalty: 4719.672852
	Iteration 65Q: 3 clusters Score -1344699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1344700.500000 Penalty: 4719.672852
	Iteration 66Q: 3 clusters Score -1344700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1344701.875000 Penalty: 4719.672852
	Iteration 67Q: 3 clusters Score -1344702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1344703.250000 Penalty: 4719.672852
	Iteration 68Q: 3 clusters Score -1344703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1344704.125000 Penalty: 4719.672852
	Iteration 69Q: 3 clusters Score -1344704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1344706.125000 Penalty: 4719.672852
	Iteration 70Q: 3 clusters Score -1344706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1344703.875000 Penalty: 4719.672852
	Iteration 71Q: 3 clusters Score -1344704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1344703.875000 Penalty: 4719.672852
	Iteration 72F: 3 clusters Score -1344704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (199677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199677 members 
Entering Unmasked Estep 
Score: -20135774.000000 Penalty: 3026.705078
	Iteration 0F: 2 clusters Score -2.013577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99880 members 
Mstep: Class 2 contains 99797 members 
Entering Unmasked Estep 
Score: -20002244.000000 Penalty: 6053.410156
	Iteration 0F: 3 clusters Score -2.000224e+07 nChanged 95828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101282 members 
Mstep: Class 2 contains 98395 members 
Entering Unmasked Estep 
Score: -20057844.000000 Penalty: 6053.410156
	Iteration 1F: 3 clusters Score -2.005784e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102389 members 
Mstep: Class 2 contains 97288 members 
Entering Unmasked Estep 
Score: -20058768.000000 Penalty: 6053.410156
	Iteration 2Q: 3 clusters Score -2.005877e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103949 members 
Mstep: Class 2 contains 95728 members 
Entering Unmasked Estep 
Score: -20059624.000000 Penalty: 6053.410156
	Iteration 3Q: 3 clusters Score -2.005962e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106287 members 
Mstep: Class 2 contains 93390 members 
Entering Unmasked Estep 
Score: -20060738.000000 Penalty: 6053.410156
	Iteration 4Q: 3 clusters Score -2.006074e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109719 members 
Mstep: Class 2 contains 89958 members 
Entering Unmasked Estep 
Score: -20062292.000000 Penalty: 6053.410156
	Iteration 5Q: 3 clusters Score -2.006229e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114846 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -20064670.000000 Penalty: 6053.410156
	Iteration 6Q: 3 clusters Score -2.006467e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122344 members 
Mstep: Class 2 contains 77333 members 
Entering Unmasked Estep 
Score: -20068658.000000 Penalty: 6053.410156
	Iteration 7Q: 3 clusters Score -2.006866e+07 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132582 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -20075678.000000 Penalty: 6053.410156
	Iteration 8F: 3 clusters Score -2.007568e+07 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145143 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -20085946.000000 Penalty: 6053.410156
	Iteration 9F: 3 clusters Score -2.008595e+07 nChanged 13782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158379 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -20097996.000000 Penalty: 6053.410156
	Iteration 10F: 3 clusters Score -2.0098e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169821 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -20108420.000000 Penalty: 6053.410156
	Iteration 11F: 3 clusters Score -2.010842e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178439 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -20116144.000000 Penalty: 6053.410156
	Iteration 12Q: 3 clusters Score -2.011614e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184941 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -20121662.000000 Penalty: 6053.410156
	Iteration 13Q: 3 clusters Score -2.012166e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189912 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -20125696.000000 Penalty: 6053.410156
	Iteration 14Q: 3 clusters Score -2.01257e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193607 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -20128640.000000 Penalty: 6053.410156
	Iteration 15Q: 3 clusters Score -2.012864e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196184 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -20130538.000000 Penalty: 6053.410156
	Iteration 16Q: 3 clusters Score -2.013054e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197718 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -20131640.000000 Penalty: 6053.410156
	Iteration 17Q: 3 clusters Score -2.013164e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198572 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -20132358.000000 Penalty: 6053.410156
	Iteration 18Q: 3 clusters Score -2.013236e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198973 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -20132698.000000 Penalty: 6053.410156
	Iteration 19Q: 3 clusters Score -2.01327e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199159 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -20132848.000000 Penalty: 6053.410156
	Iteration 20F: 3 clusters Score -2.013285e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199253 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20132964.000000 Penalty: 6053.410156
	Iteration 21Q: 3 clusters Score -2.013296e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199302 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -20133026.000000 Penalty: 6053.410156
	Iteration 22Q: 3 clusters Score -2.013303e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199328 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -20133058.000000 Penalty: 6053.410156
	Iteration 23Q: 3 clusters Score -2.013306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199343 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20133090.000000 Penalty: 6053.410156
	Iteration 24Q: 3 clusters Score -2.013309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199350 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -20133090.000000 Penalty: 6053.410156
	Iteration 25Q: 3 clusters Score -2.013309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199352 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -20133102.000000 Penalty: 6053.410156
	Iteration 26Q: 3 clusters Score -2.01331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199355 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -20133116.000000 Penalty: 6053.410156
	Iteration 27Q: 3 clusters Score -2.013312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199359 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20133100.000000 Penalty: 6053.410156
	Iteration 28Q: 3 clusters Score -2.01331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199360 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20133106.000000 Penalty: 6053.410156
	Iteration 29Q: 3 clusters Score -2.013311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199361 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20133110.000000 Penalty: 6053.410156
	Iteration 30Q: 3 clusters Score -2.013311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199361 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20133110.000000 Penalty: 6053.410156
	Iteration 31F: 3 clusters Score -2.013311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Entering Unmasked Estep 
Score: -416400.562500 Penalty: 2078.637451
	Iteration 0F: 2 clusters Score -416400.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -412272.531250 Penalty: 4157.274902
	Iteration 0F: 3 clusters Score -412272.5 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -413140.781250 Penalty: 4157.274902
	Iteration 1F: 3 clusters Score -413140.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -413306.593750 Penalty: 4157.274902
	Iteration 2F: 3 clusters Score -413306.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -413452.718750 Penalty: 4157.274902
	Iteration 3Q: 3 clusters Score -413452.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -413581.343750 Penalty: 4157.274902
	Iteration 4Q: 3 clusters Score -413581.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -413695.375000 Penalty: 4157.274902
	Iteration 5Q: 3 clusters Score -413695.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -413844.937500 Penalty: 4157.274902
	Iteration 6Q: 3 clusters Score -413844.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -414013.187500 Penalty: 4157.274902
	Iteration 7Q: 3 clusters Score -414013.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -414212.875000 Penalty: 4157.274902
	Iteration 8F: 3 clusters Score -414212.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -414455.468750 Penalty: 4157.274902
	Iteration 9F: 3 clusters Score -414455.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -414699.875000 Penalty: 4157.274902
	Iteration 10F: 3 clusters Score -414699.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -414964.750000 Penalty: 4157.274902
	Iteration 11Q: 3 clusters Score -414964.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -415171.218750 Penalty: 4157.274902
	Iteration 12Q: 3 clusters Score -415171.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -415273.500000 Penalty: 4157.274902
	Iteration 13Q: 3 clusters Score -415273.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -415325.156250 Penalty: 4157.274902
	Iteration 14Q: 3 clusters Score -415325.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -415344.375000 Penalty: 4157.274902
	Iteration 15Q: 3 clusters Score -415344.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -415355.093750 Penalty: 4157.274902
	Iteration 16Q: 3 clusters Score -415355.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -415362.156250 Penalty: 4157.274902
	Iteration 17Q: 3 clusters Score -415362.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -415367.312500 Penalty: 4157.274902
	Iteration 18Q: 3 clusters Score -415367.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -415373.031250 Penalty: 4157.274902
	Iteration 19Q: 3 clusters Score -415373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -415374.625000 Penalty: 4157.274902
	Iteration 20F: 3 clusters Score -415374.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Entering Unmasked Estep 
Score: -676295.375000 Penalty: 2202.729736
	Iteration 0F: 2 clusters Score -676295.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -670354.562500 Penalty: 4405.459473
	Iteration 0F: 3 clusters Score -670354.6 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -672013.187500 Penalty: 4405.459473
	Iteration 1F: 3 clusters Score -672013.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -672418.250000 Penalty: 4405.459473
	Iteration 2F: 3 clusters Score -672418.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -672778.437500 Penalty: 4405.459473
	Iteration 3F: 3 clusters Score -672778.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -673078.375000 Penalty: 4405.459473
	Iteration 4F: 3 clusters Score -673078.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -673338.437500 Penalty: 4405.459473
	Iteration 5F: 3 clusters Score -673338.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -673563.625000 Penalty: 4405.459473
	Iteration 6Q: 3 clusters Score -673563.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -673760.000000 Penalty: 4405.459473
	Iteration 7Q: 3 clusters Score -673760 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -673946.687500 Penalty: 4405.459473
	Iteration 8Q: 3 clusters Score -673946.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -674119.187500 Penalty: 4405.459473
	Iteration 9Q: 3 clusters Score -674119.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -674298.437500 Penalty: 4405.459473
	Iteration 10Q: 3 clusters Score -674298.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -674442.250000 Penalty: 4405.459473
	Iteration 11Q: 3 clusters Score -674442.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -674550.062500 Penalty: 4405.459473
	Iteration 12Q: 3 clusters Score -674550.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -674625.937500 Penalty: 4405.459473
	Iteration 13Q: 3 clusters Score -674625.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -674673.250000 Penalty: 4405.459473
	Iteration 14Q: 3 clusters Score -674673.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -674715.687500 Penalty: 4405.459473
	Iteration 15Q: 3 clusters Score -674715.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -674737.812500 Penalty: 4405.459473
	Iteration 16Q: 3 clusters Score -674737.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -674753.500000 Penalty: 4405.459473
	Iteration 17Q: 3 clusters Score -674753.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -674760.125000 Penalty: 4405.459473
	Iteration 18Q: 3 clusters Score -674760.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -674765.875000 Penalty: 4405.459473
	Iteration 19Q: 3 clusters Score -674765.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -674770.812500 Penalty: 4405.459473
	Iteration 20F: 3 clusters Score -674770.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -674776.187500 Penalty: 4405.459473
	Iteration 21Q: 3 clusters Score -674776.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -674777.375000 Penalty: 4405.459473
	Iteration 22Q: 3 clusters Score -674777.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -674777.687500 Penalty: 4405.459473
	Iteration 23Q: 3 clusters Score -674777.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -674779.125000 Penalty: 4405.459473
	Iteration 24Q: 3 clusters Score -674779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -674780.375000 Penalty: 4405.459473
	Iteration 25Q: 3 clusters Score -674780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -674780.500000 Penalty: 4405.459473
	Iteration 26Q: 3 clusters Score -674780.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -674780.500000 Penalty: 4405.459473
	Iteration 27F: 3 clusters Score -674780.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (41508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Entering Unmasked Estep 
Score: -4102100.250000 Penalty: 2637.143066
	Iteration 0F: 2 clusters Score -4102100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -4073794.000000 Penalty: 5274.286133
	Iteration 0F: 3 clusters Score -4073794 nChanged 19038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -4084401.250000 Penalty: 5274.286133
	Iteration 1F: 3 clusters Score -4084401 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -4085055.250000 Penalty: 5274.286133
	Iteration 2Q: 3 clusters Score -4085055 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -4085846.000000 Penalty: 5274.286133
	Iteration 3Q: 3 clusters Score -4085846 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -4086994.000000 Penalty: 5274.286133
	Iteration 4F: 3 clusters Score -4086994 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -4088752.500000 Penalty: 5274.286133
	Iteration 5F: 3 clusters Score -4088752 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -4091329.250000 Penalty: 5274.286133
	Iteration 6F: 3 clusters Score -4091329 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4094406.000000 Penalty: 5274.286133
	Iteration 7F: 3 clusters Score -4094406 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -4097047.750000 Penalty: 5274.286133
	Iteration 8F: 3 clusters Score -4097048 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -4098561.500000 Penalty: 5274.286133
	Iteration 9Q: 3 clusters Score -4098562 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -4099205.500000 Penalty: 5274.286133
	Iteration 10Q: 3 clusters Score -4099206 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -4099500.250000 Penalty: 5274.286133
	Iteration 11Q: 3 clusters Score -4099500 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -4099665.000000 Penalty: 5274.286133
	Iteration 12Q: 3 clusters Score -4099665 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -4099733.000000 Penalty: 5274.286133
	Iteration 13Q: 3 clusters Score -4099733 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -4099774.750000 Penalty: 5274.286133
	Iteration 14Q: 3 clusters Score -4099775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -4099807.750000 Penalty: 5274.286133
	Iteration 15Q: 3 clusters Score -4099808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -4099845.500000 Penalty: 5274.286133
	Iteration 16Q: 3 clusters Score -4099846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -4099864.250000 Penalty: 5274.286133
	Iteration 17Q: 3 clusters Score -4099864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -4099865.000000 Penalty: 5274.286133
	Iteration 18Q: 3 clusters Score -4099865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -4099869.250000 Penalty: 5274.286133
	Iteration 19Q: 3 clusters Score -4099869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -4099867.000000 Penalty: 5274.286133
	Iteration 20F: 3 clusters Score -4099867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -4099870.000000 Penalty: 5274.286133
	Iteration 21Q: 3 clusters Score -4099870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -4099871.500000 Penalty: 5274.286133
	Iteration 22Q: 3 clusters Score -4099872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -4099870.500000 Penalty: 5274.286133
	Iteration 23Q: 3 clusters Score -4099870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -4099870.500000 Penalty: 5274.286133
	Iteration 24F: 3 clusters Score -4099870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Entering Unmasked Estep 
Score: -2028727.625000 Penalty: 2462.394287
	Iteration 0F: 2 clusters Score -2028728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2014310.125000 Penalty: 4924.788574
	Iteration 0F: 3 clusters Score -2014310 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2019172.000000 Penalty: 4924.788574
	Iteration 1F: 3 clusters Score -2019172 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2019591.750000 Penalty: 4924.788574
	Iteration 2F: 3 clusters Score -2019592 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2019979.375000 Penalty: 4924.788574
	Iteration 3Q: 3 clusters Score -2019979 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2020396.375000 Penalty: 4924.788574
	Iteration 4Q: 3 clusters Score -2020396 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2020905.000000 Penalty: 4924.788574
	Iteration 5Q: 3 clusters Score -2020905 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2021436.500000 Penalty: 4924.788574
	Iteration 6Q: 3 clusters Score -2021436 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2021963.000000 Penalty: 4924.788574
	Iteration 7Q: 3 clusters Score -2021963 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2022524.500000 Penalty: 4924.788574
	Iteration 8Q: 3 clusters Score -2022524 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2023102.000000 Penalty: 4924.788574
	Iteration 9Q: 3 clusters Score -2023102 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2023645.500000 Penalty: 4924.788574
	Iteration 10Q: 3 clusters Score -2023646 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2024214.625000 Penalty: 4924.788574
	Iteration 11Q: 3 clusters Score -2024215 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2024725.000000 Penalty: 4924.788574
	Iteration 12Q: 3 clusters Score -2024725 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2025166.625000 Penalty: 4924.788574
	Iteration 13Q: 3 clusters Score -2025167 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2025501.875000 Penalty: 4924.788574
	Iteration 14Q: 3 clusters Score -2025502 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2025760.250000 Penalty: 4924.788574
	Iteration 15Q: 3 clusters Score -2025760 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2025982.875000 Penalty: 4924.788574
	Iteration 16Q: 3 clusters Score -2025983 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2026205.625000 Penalty: 4924.788574
	Iteration 17Q: 3 clusters Score -2026206 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2026451.750000 Penalty: 4924.788574
	Iteration 18Q: 3 clusters Score -2026452 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2026677.875000 Penalty: 4924.788574
	Iteration 19Q: 3 clusters Score -2026678 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2026821.375000 Penalty: 4924.788574
	Iteration 20F: 3 clusters Score -2026821 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2026898.250000 Penalty: 4924.788574
	Iteration 21Q: 3 clusters Score -2026898 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2026944.125000 Penalty: 4924.788574
	Iteration 22Q: 3 clusters Score -2026944 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2026979.000000 Penalty: 4924.788574
	Iteration 23Q: 3 clusters Score -2026979 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2027000.000000 Penalty: 4924.788574
	Iteration 24Q: 3 clusters Score -2027000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2027017.125000 Penalty: 4924.788574
	Iteration 25Q: 3 clusters Score -2027017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2027026.250000 Penalty: 4924.788574
	Iteration 26Q: 3 clusters Score -2027026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2027038.000000 Penalty: 4924.788574
	Iteration 27Q: 3 clusters Score -2027038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2027046.125000 Penalty: 4924.788574
	Iteration 28Q: 3 clusters Score -2027046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2027048.250000 Penalty: 4924.788574
	Iteration 29Q: 3 clusters Score -2027048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2027053.750000 Penalty: 4924.788574
	Iteration 30Q: 3 clusters Score -2027054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2027057.375000 Penalty: 4924.788574
	Iteration 31Q: 3 clusters Score -2027057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2027057.875000 Penalty: 4924.788574
	Iteration 32Q: 3 clusters Score -2027058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2027062.375000 Penalty: 4924.788574
	Iteration 33Q: 3 clusters Score -2027062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2027059.500000 Penalty: 4924.788574
	Iteration 34Q: 3 clusters Score -2027060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2027060.500000 Penalty: 4924.788574
	Iteration 35Q: 3 clusters Score -2027060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2027063.000000 Penalty: 4924.788574
	Iteration 36Q: 3 clusters Score -2027063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2027062.250000 Penalty: 4924.788574
	Iteration 37Q: 3 clusters Score -2027062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2027062.250000 Penalty: 4924.788574
	Iteration 38F: 3 clusters Score -2027062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Entering Unmasked Estep 
Score: -1084676.875000 Penalty: 2310.403076
	Iteration 0F: 2 clusters Score -1084677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1076239.125000 Penalty: 4620.806152
	Iteration 0F: 3 clusters Score -1076239 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1078811.750000 Penalty: 4620.806152
	Iteration 1F: 3 clusters Score -1078812 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1079186.000000 Penalty: 4620.806152
	Iteration 2F: 3 clusters Score -1079186 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1079443.750000 Penalty: 4620.806152
	Iteration 3F: 3 clusters Score -1079444 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1079635.875000 Penalty: 4620.806152
	Iteration 4Q: 3 clusters Score -1079636 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1079792.000000 Penalty: 4620.806152
	Iteration 5Q: 3 clusters Score -1079792 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1079938.125000 Penalty: 4620.806152
	Iteration 6Q: 3 clusters Score -1079938 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1080101.875000 Penalty: 4620.806152
	Iteration 7Q: 3 clusters Score -1080102 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1080291.625000 Penalty: 4620.806152
	Iteration 8Q: 3 clusters Score -1080292 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1080524.125000 Penalty: 4620.806152
	Iteration 9Q: 3 clusters Score -1080524 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1080758.875000 Penalty: 4620.806152
	Iteration 10Q: 3 clusters Score -1080759 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1081005.250000 Penalty: 4620.806152
	Iteration 11Q: 3 clusters Score -1081005 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1081284.625000 Penalty: 4620.806152
	Iteration 12Q: 3 clusters Score -1081285 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1081528.625000 Penalty: 4620.806152
	Iteration 13Q: 3 clusters Score -1081529 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1081750.375000 Penalty: 4620.806152
	Iteration 14Q: 3 clusters Score -1081750 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1081917.875000 Penalty: 4620.806152
	Iteration 15Q: 3 clusters Score -1081918 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1082068.750000 Penalty: 4620.806152
	Iteration 16Q: 3 clusters Score -1082069 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1082225.750000 Penalty: 4620.806152
	Iteration 17Q: 3 clusters Score -1082226 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1082343.000000 Penalty: 4620.806152
	Iteration 18Q: 3 clusters Score -1082343 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1082428.875000 Penalty: 4620.806152
	Iteration 19Q: 3 clusters Score -1082429 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1082481.375000 Penalty: 4620.806152
	Iteration 20F: 3 clusters Score -1082481 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1082530.250000 Penalty: 4620.806152
	Iteration 21Q: 3 clusters Score -1082530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1082560.750000 Penalty: 4620.806152
	Iteration 22Q: 3 clusters Score -1082561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1082581.875000 Penalty: 4620.806152
	Iteration 23Q: 3 clusters Score -1082582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1082606.750000 Penalty: 4620.806152
	Iteration 24Q: 3 clusters Score -1082607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1082618.000000 Penalty: 4620.806152
	Iteration 25Q: 3 clusters Score -1082618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1082634.875000 Penalty: 4620.806152
	Iteration 26Q: 3 clusters Score -1082635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1082645.750000 Penalty: 4620.806152
	Iteration 27Q: 3 clusters Score -1082646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1082655.625000 Penalty: 4620.806152
	Iteration 28Q: 3 clusters Score -1082656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1082668.625000 Penalty: 4620.806152
	Iteration 29Q: 3 clusters Score -1082669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1082682.500000 Penalty: 4620.806152
	Iteration 30Q: 3 clusters Score -1082682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1082693.000000 Penalty: 4620.806152
	Iteration 31Q: 3 clusters Score -1082693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1082700.750000 Penalty: 4620.806152
	Iteration 32Q: 3 clusters Score -1082701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1082709.125000 Penalty: 4620.806152
	Iteration 33Q: 3 clusters Score -1082709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1082712.875000 Penalty: 4620.806152
	Iteration 34Q: 3 clusters Score -1082713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1082721.125000 Penalty: 4620.806152
	Iteration 35Q: 3 clusters Score -1082721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1082730.250000 Penalty: 4620.806152
	Iteration 36Q: 3 clusters Score -1082730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1082738.250000 Penalty: 4620.806152
	Iteration 37Q: 3 clusters Score -1082738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1082741.500000 Penalty: 4620.806152
	Iteration 38Q: 3 clusters Score -1082742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1082741.125000 Penalty: 4620.806152
	Iteration 39Q: 3 clusters Score -1082741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1082741.125000 Penalty: 4620.806152
	Iteration 40F: 3 clusters Score -1082741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (69225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69225 members 
Entering Unmasked Estep 
Score: -7028869.500000 Penalty: 2763.989258
	Iteration 0F: 2 clusters Score -7028870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -6982174.000000 Penalty: 5527.978516
	Iteration 0F: 3 clusters Score -6982174 nChanged 32500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -7000603.000000 Penalty: 5527.978516
	Iteration 1F: 3 clusters Score -7000603 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -7001616.000000 Penalty: 5527.978516
	Iteration 2Q: 3 clusters Score -7001616 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -7003071.000000 Penalty: 5527.978516
	Iteration 3Q: 3 clusters Score -7003071 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -7005675.500000 Penalty: 5527.978516
	Iteration 4F: 3 clusters Score -7005676 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -7009896.000000 Penalty: 5527.978516
	Iteration 5F: 3 clusters Score -7009896 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -7015602.500000 Penalty: 5527.978516
	Iteration 6F: 3 clusters Score -7015602 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -7020810.000000 Penalty: 5527.978516
	Iteration 7F: 3 clusters Score -7020810 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 66545 members 
Entering Unmasked Estep 
Score: -7024019.500000 Penalty: 5527.978516
	Iteration 8Q: 3 clusters Score -7024020 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 68087 members 
Entering Unmasked Estep 
Score: -7025512.000000 Penalty: 5527.978516
	Iteration 9Q: 3 clusters Score -7025512 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -7026099.000000 Penalty: 5527.978516
	Iteration 10Q: 3 clusters Score -7026099 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -7026268.500000 Penalty: 5527.978516
	Iteration 11Q: 3 clusters Score -7026268 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 68887 members 
Entering Unmasked Estep 
Score: -7026355.000000 Penalty: 5527.978516
	Iteration 12Q: 3 clusters Score -7026355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -7026398.500000 Penalty: 5527.978516
	Iteration 13Q: 3 clusters Score -7026398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -7026422.500000 Penalty: 5527.978516
	Iteration 14Q: 3 clusters Score -7026422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -7026444.000000 Penalty: 5527.978516
	Iteration 15Q: 3 clusters Score -7026444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -7026447.000000 Penalty: 5527.978516
	Iteration 16Q: 3 clusters Score -7026447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -7026452.000000 Penalty: 5527.978516
	Iteration 17Q: 3 clusters Score -7026452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -7026469.000000 Penalty: 5527.978516
	Iteration 18Q: 3 clusters Score -7026469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 68949 members 
Entering Unmasked Estep 
Score: -7026473.500000 Penalty: 5527.978516
	Iteration 19Q: 3 clusters Score -7026474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -7026480.000000 Penalty: 5527.978516
	Iteration 20F: 3 clusters Score -7026480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -7026482.000000 Penalty: 5527.978516
	Iteration 21Q: 3 clusters Score -7026482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -7026488.500000 Penalty: 5527.978516
	Iteration 22Q: 3 clusters Score -7026488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -7026488.500000 Penalty: 5527.978516
	Iteration 23F: 3 clusters Score -7026488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -115334.085938 Penalty: 1767.867065
	Iteration 0F: 2 clusters Score -115334.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -113223.945312 Penalty: 3535.734131
	Iteration 0F: 3 clusters Score -113223.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -113594.593750 Penalty: 3535.734131
	Iteration 1F: 3 clusters Score -113594.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -113717.492188 Penalty: 3535.734131
	Iteration 2F: 3 clusters Score -113717.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -113767.210938 Penalty: 3535.734131
	Iteration 3Q: 3 clusters Score -113767.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -113798.718750 Penalty: 3535.734131
	Iteration 4Q: 3 clusters Score -113798.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -113828.710938 Penalty: 3535.734131
	Iteration 5Q: 3 clusters Score -113828.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -113847.921875 Penalty: 3535.734131
	Iteration 6Q: 3 clusters Score -113847.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -113857.210938 Penalty: 3535.734131
	Iteration 7Q: 3 clusters Score -113857.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -113870.078125 Penalty: 3535.734131
	Iteration 8Q: 3 clusters Score -113870.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113883.765625 Penalty: 3535.734131
	Iteration 9Q: 3 clusters Score -113883.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -113903.062500 Penalty: 3535.734131
	Iteration 10Q: 3 clusters Score -113903.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -113926.382812 Penalty: 3535.734131
	Iteration 11Q: 3 clusters Score -113926.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -113945.937500 Penalty: 3535.734131
	Iteration 12Q: 3 clusters Score -113945.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113959.085938 Penalty: 3535.734131
	Iteration 13Q: 3 clusters Score -113959.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113971.750000 Penalty: 3535.734131
	Iteration 14Q: 3 clusters Score -113971.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113983.773438 Penalty: 3535.734131
	Iteration 15Q: 3 clusters Score -113983.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -113996.859375 Penalty: 3535.734131
	Iteration 16Q: 3 clusters Score -113996.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -114009.781250 Penalty: 3535.734131
	Iteration 17Q: 3 clusters Score -114009.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -114015.757812 Penalty: 3535.734131
	Iteration 18Q: 3 clusters Score -114015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -114022.531250 Penalty: 3535.734131
	Iteration 19Q: 3 clusters Score -114022.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -114028.953125 Penalty: 3535.734131
	Iteration 20F: 3 clusters Score -114029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -114040.320312 Penalty: 3535.734131
	Iteration 21Q: 3 clusters Score -114040.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -114054.406250 Penalty: 3535.734131
	Iteration 22Q: 3 clusters Score -114054.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -114058.023438 Penalty: 3535.734131
	Iteration 23Q: 3 clusters Score -114058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -114064.687500 Penalty: 3535.734131
	Iteration 24Q: 3 clusters Score -114064.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -114069.015625 Penalty: 3535.734131
	Iteration 25Q: 3 clusters Score -114069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -114071.875000 Penalty: 3535.734131
	Iteration 26Q: 3 clusters Score -114071.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -114075.226562 Penalty: 3535.734131
	Iteration 27Q: 3 clusters Score -114075.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -114081.359375 Penalty: 3535.734131
	Iteration 28Q: 3 clusters Score -114081.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -114088.546875 Penalty: 3535.734131
	Iteration 29Q: 3 clusters Score -114088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114089.085938 Penalty: 3535.734131
	Iteration 30Q: 3 clusters Score -114089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -114090.070312 Penalty: 3535.734131
	Iteration 31Q: 3 clusters Score -114090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -114090.929688 Penalty: 3535.734131
	Iteration 32Q: 3 clusters Score -114090.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -114090.929688 Penalty: 3535.734131
	Iteration 33F: 3 clusters Score -114090.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Entering Unmasked Estep 
Score: -776375.625000 Penalty: 2217.795166
	Iteration 0F: 2 clusters Score -776375.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -770172.562500 Penalty: 4435.590332
	Iteration 0F: 3 clusters Score -770172.6 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -771908.062500 Penalty: 4435.590332
	Iteration 1F: 3 clusters Score -771908.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -772198.562500 Penalty: 4435.590332
	Iteration 2F: 3 clusters Score -772198.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -772399.312500 Penalty: 4435.590332
	Iteration 3F: 3 clusters Score -772399.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -772540.312500 Penalty: 4435.590332
	Iteration 4Q: 3 clusters Score -772540.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -772620.625000 Penalty: 4435.590332
	Iteration 5Q: 3 clusters Score -772620.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -772693.625000 Penalty: 4435.590332
	Iteration 6Q: 3 clusters Score -772693.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -772758.375000 Penalty: 4435.590332
	Iteration 7Q: 3 clusters Score -772758.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -772816.125000 Penalty: 4435.590332
	Iteration 8Q: 3 clusters Score -772816.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -772881.187500 Penalty: 4435.590332
	Iteration 9Q: 3 clusters Score -772881.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -772945.750000 Penalty: 4435.590332
	Iteration 10Q: 3 clusters Score -772945.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -773007.187500 Penalty: 4435.590332
	Iteration 11Q: 3 clusters Score -773007.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -773075.500000 Penalty: 4435.590332
	Iteration 12Q: 3 clusters Score -773075.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -773156.500000 Penalty: 4435.590332
	Iteration 13Q: 3 clusters Score -773156.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -773250.187500 Penalty: 4435.590332
	Iteration 14Q: 3 clusters Score -773250.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -773363.187500 Penalty: 4435.590332
	Iteration 15Q: 3 clusters Score -773363.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -773473.125000 Penalty: 4435.590332
	Iteration 16Q: 3 clusters Score -773473.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -773580.687500 Penalty: 4435.590332
	Iteration 17Q: 3 clusters Score -773580.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -773682.000000 Penalty: 4435.590332
	Iteration 18Q: 3 clusters Score -773682 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -773781.062500 Penalty: 4435.590332
	Iteration 19Q: 3 clusters Score -773781.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -773901.312500 Penalty: 4435.590332
	Iteration 20F: 3 clusters Score -773901.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -774011.187500 Penalty: 4435.590332
	Iteration 21Q: 3 clusters Score -774011.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -774133.437500 Penalty: 4435.590332
	Iteration 22Q: 3 clusters Score -774133.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -774241.562500 Penalty: 4435.590332
	Iteration 23Q: 3 clusters Score -774241.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -774325.625000 Penalty: 4435.590332
	Iteration 24Q: 3 clusters Score -774325.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -774389.000000 Penalty: 4435.590332
	Iteration 25Q: 3 clusters Score -774389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -774436.062500 Penalty: 4435.590332
	Iteration 26Q: 3 clusters Score -774436.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -774471.312500 Penalty: 4435.590332
	Iteration 27Q: 3 clusters Score -774471.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -774497.125000 Penalty: 4435.590332
	Iteration 28Q: 3 clusters Score -774497.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -774519.875000 Penalty: 4435.590332
	Iteration 29Q: 3 clusters Score -774519.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -774530.312500 Penalty: 4435.590332
	Iteration 30Q: 3 clusters Score -774530.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -774541.375000 Penalty: 4435.590332
	Iteration 31Q: 3 clusters Score -774541.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -774548.062500 Penalty: 4435.590332
	Iteration 32Q: 3 clusters Score -774548.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -774553.437500 Penalty: 4435.590332
	Iteration 33Q: 3 clusters Score -774553.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -774561.500000 Penalty: 4435.590332
	Iteration 34Q: 3 clusters Score -774561.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -774568.000000 Penalty: 4435.590332
	Iteration 35Q: 3 clusters Score -774568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -774574.500000 Penalty: 4435.590332
	Iteration 36Q: 3 clusters Score -774574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -774579.062500 Penalty: 4435.590332
	Iteration 37Q: 3 clusters Score -774579.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -774583.687500 Penalty: 4435.590332
	Iteration 38Q: 3 clusters Score -774583.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -774590.500000 Penalty: 4435.590332
	Iteration 39Q: 3 clusters Score -774590.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -774593.250000 Penalty: 4435.590332
	Iteration 40F: 3 clusters Score -774593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -774593.687500 Penalty: 4435.590332
	Iteration 41Q: 3 clusters Score -774593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -774593.687500 Penalty: 4435.590332
	Iteration 42F: 3 clusters Score -774593.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Entering Unmasked Estep 
Score: -1485408.000000 Penalty: 2385.066650
	Iteration 0F: 2 clusters Score -1485408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1474442.750000 Penalty: 4770.133301
	Iteration 0F: 3 clusters Score -1474443 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1477875.250000 Penalty: 4770.133301
	Iteration 1F: 3 clusters Score -1477875 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1478228.750000 Penalty: 4770.133301
	Iteration 2F: 3 clusters Score -1478229 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1478456.625000 Penalty: 4770.133301
	Iteration 3Q: 3 clusters Score -1478457 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1478628.375000 Penalty: 4770.133301
	Iteration 4Q: 3 clusters Score -1478628 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1478793.125000 Penalty: 4770.133301
	Iteration 5Q: 3 clusters Score -1478793 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1479016.875000 Penalty: 4770.133301
	Iteration 6Q: 3 clusters Score -1479017 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1479330.375000 Penalty: 4770.133301
	Iteration 7Q: 3 clusters Score -1479330 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1479752.000000 Penalty: 4770.133301
	Iteration 8Q: 3 clusters Score -1479752 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1480324.375000 Penalty: 4770.133301
	Iteration 9F: 3 clusters Score -1480324 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1481052.875000 Penalty: 4770.133301
	Iteration 10F: 3 clusters Score -1481053 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1481747.750000 Penalty: 4770.133301
	Iteration 11F: 3 clusters Score -1481748 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1482348.750000 Penalty: 4770.133301
	Iteration 12Q: 3 clusters Score -1482349 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1482782.625000 Penalty: 4770.133301
	Iteration 13Q: 3 clusters Score -1482783 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1483033.000000 Penalty: 4770.133301
	Iteration 14Q: 3 clusters Score -1483033 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1483169.625000 Penalty: 4770.133301
	Iteration 15Q: 3 clusters Score -1483170 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1483267.500000 Penalty: 4770.133301
	Iteration 16Q: 3 clusters Score -1483268 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1483326.875000 Penalty: 4770.133301
	Iteration 17Q: 3 clusters Score -1483327 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1483381.625000 Penalty: 4770.133301
	Iteration 18Q: 3 clusters Score -1483382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1483421.500000 Penalty: 4770.133301
	Iteration 19Q: 3 clusters Score -1483422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1483462.125000 Penalty: 4770.133301
	Iteration 20F: 3 clusters Score -1483462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1483488.375000 Penalty: 4770.133301
	Iteration 21Q: 3 clusters Score -1483488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1483504.375000 Penalty: 4770.133301
	Iteration 22Q: 3 clusters Score -1483504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1483513.875000 Penalty: 4770.133301
	Iteration 23Q: 3 clusters Score -1483514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1483519.625000 Penalty: 4770.133301
	Iteration 24Q: 3 clusters Score -1483520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1483528.750000 Penalty: 4770.133301
	Iteration 25Q: 3 clusters Score -1483529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1483532.000000 Penalty: 4770.133301
	Iteration 26Q: 3 clusters Score -1483532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1483536.750000 Penalty: 4770.133301
	Iteration 27Q: 3 clusters Score -1483537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1483542.500000 Penalty: 4770.133301
	Iteration 28Q: 3 clusters Score -1483542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1483541.625000 Penalty: 4770.133301
	Iteration 29Q: 3 clusters Score -1483542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1483542.250000 Penalty: 4770.133301
	Iteration 30Q: 3 clusters Score -1483542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1483542.250000 Penalty: 4770.133301
	Iteration 31F: 3 clusters Score -1483542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (24226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Entering Unmasked Estep 
Score: -2488014.250000 Penalty: 2503.604980
	Iteration 0F: 2 clusters Score -2488014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2471191.750000 Penalty: 5007.209961
	Iteration 0F: 3 clusters Score -2471192 nChanged 10799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2477075.000000 Penalty: 5007.209961
	Iteration 1F: 3 clusters Score -2477075 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2477499.250000 Penalty: 5007.209961
	Iteration 2F: 3 clusters Score -2477499 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2477904.250000 Penalty: 5007.209961
	Iteration 3Q: 3 clusters Score -2477904 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2478332.250000 Penalty: 5007.209961
	Iteration 4Q: 3 clusters Score -2478332 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2478815.000000 Penalty: 5007.209961
	Iteration 5Q: 3 clusters Score -2478815 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2479428.750000 Penalty: 5007.209961
	Iteration 6Q: 3 clusters Score -2479429 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2480220.250000 Penalty: 5007.209961
	Iteration 7F: 3 clusters Score -2480220 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2481228.000000 Penalty: 5007.209961
	Iteration 8F: 3 clusters Score -2481228 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2482381.250000 Penalty: 5007.209961
	Iteration 9F: 3 clusters Score -2482381 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2483466.750000 Penalty: 5007.209961
	Iteration 10F: 3 clusters Score -2483467 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2484407.250000 Penalty: 5007.209961
	Iteration 11Q: 3 clusters Score -2484407 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2485019.250000 Penalty: 5007.209961
	Iteration 12Q: 3 clusters Score -2485019 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2485371.000000 Penalty: 5007.209961
	Iteration 13Q: 3 clusters Score -2485371 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2485572.250000 Penalty: 5007.209961
	Iteration 14Q: 3 clusters Score -2485572 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2485684.500000 Penalty: 5007.209961
	Iteration 15Q: 3 clusters Score -2485684 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2485763.500000 Penalty: 5007.209961
	Iteration 16Q: 3 clusters Score -2485764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2485819.250000 Penalty: 5007.209961
	Iteration 17Q: 3 clusters Score -2485819 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2485851.500000 Penalty: 5007.209961
	Iteration 18Q: 3 clusters Score -2485852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2485873.250000 Penalty: 5007.209961
	Iteration 19Q: 3 clusters Score -2485873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2485897.500000 Penalty: 5007.209961
	Iteration 20F: 3 clusters Score -2485898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2485907.000000 Penalty: 5007.209961
	Iteration 21Q: 3 clusters Score -2485907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2485916.750000 Penalty: 5007.209961
	Iteration 22Q: 3 clusters Score -2485917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2485918.500000 Penalty: 5007.209961
	Iteration 23Q: 3 clusters Score -2485918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2485927.000000 Penalty: 5007.209961
	Iteration 24Q: 3 clusters Score -2485927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2485933.250000 Penalty: 5007.209961
	Iteration 25Q: 3 clusters Score -2485933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2485929.250000 Penalty: 5007.209961
	Iteration 26Q: 3 clusters Score -2485929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2485935.500000 Penalty: 5007.209961
	Iteration 27Q: 3 clusters Score -2485936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2485939.000000 Penalty: 5007.209961
	Iteration 28Q: 3 clusters Score -2485939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2485938.750000 Penalty: 5007.209961
	Iteration 29Q: 3 clusters Score -2485939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2485939.000000 Penalty: 5007.209961
	Iteration 30Q: 3 clusters Score -2485939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2485939.500000 Penalty: 5007.209961
	Iteration 31Q: 3 clusters Score -2485940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2485940.500000 Penalty: 5007.209961
	Iteration 32Q: 3 clusters Score -2485940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2485945.500000 Penalty: 5007.209961
	Iteration 33Q: 3 clusters Score -2485946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2485945.500000 Penalty: 5007.209961
	Iteration 34F: 3 clusters Score -2485946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 165932 members 
Mstep: Class 2 contains 8749 members 
Mstep: Class 3 contains 9735 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 59842 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35604 members 
Mstep: Class 9 contains 16405 members 
Mstep: Class 10 contains 34191 members 
Mstep: Class 11 contains 6436 members 
Mstep: Class 12 contains 18024 members 
Mstep: Class 13 contains 153238 members 
Mstep: Class 14 contains 16427 members 
Mstep: Class 15 contains 276653 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 19269 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 3356 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 288405 members 
Mstep: Class 23 contains 42426 members 
Mstep: Class 24 contains 16414 members 
Mstep: Class 25 contains 6891 members 
Mstep: Class 26 contains 13568 members 
Mstep: Class 27 contains 199677 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7201 members 
Mstep: Class 30 contains 41508 members 
Mstep: Class 31 contains 20517 members 
Mstep: Class 32 contains 11116 members 
Mstep: Class 33 contains 69225 members 
Mstep: Class 34 contains 1247 members 
Mstep: Class 35 contains 7652 members 
Mstep: Class 36 contains 15021 members 
Mstep: Class 37 contains 24226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145440.000000 Penalty: 131188.937500
Iteration 279Q: 38 clusters Score -1.571454e+08 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 166810 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 59936 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35605 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 34245 members 
Mstep: Class 11 contains 6438 members 
Mstep: Class 12 contains 18019 members 
Mstep: Class 13 contains 153881 members 
Mstep: Class 14 contains 16428 members 
Mstep: Class 15 contains 274757 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 19262 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 5896 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 288330 members 
Mstep: Class 23 contains 42442 members 
Mstep: Class 24 contains 16414 members 
Mstep: Class 25 contains 6893 members 
Mstep: Class 26 contains 13564 members 
Mstep: Class 27 contains 199883 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7186 members 
Mstep: Class 30 contains 41505 members 
Mstep: Class 31 contains 20507 members 
Mstep: Class 32 contains 11115 members 
Mstep: Class 33 contains 69303 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7654 members 
Mstep: Class 36 contains 15020 members 
Mstep: Class 37 contains 24222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145360.000000 Penalty: 131188.937500
Iteration 280F: 38 clusters Score -1.571454e+08 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 167629 members 
Mstep: Class 2 contains 8736 members 
Mstep: Class 3 contains 9707 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 60015 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35611 members 
Mstep: Class 9 contains 16411 members 
Mstep: Class 10 contains 34317 members 
Mstep: Class 11 contains 6436 members 
Mstep: Class 12 contains 18016 members 
Mstep: Class 13 contains 154502 members 
Mstep: Class 14 contains 16429 members 
Mstep: Class 15 contains 272981 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 17 contains 19255 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 5937 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 3261 members 
Mstep: Class 22 contains 288239 members 
Mstep: Class 23 contains 42466 members 
Mstep: Class 24 contains 16414 members 
Mstep: Class 25 contains 6893 members 
Mstep: Class 26 contains 13559 members 
Mstep: Class 27 contains 200098 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7170 members 
Mstep: Class 30 contains 41510 members 
Mstep: Class 31 contains 20502 members 
Mstep: Class 32 contains 11116 members 
Mstep: Class 33 contains 69354 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7656 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 24213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145360.000000 Penalty: 131188.937500
Iteration 281Q: 38 clusters Score -1.571454e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 168438 members 
Mstep: Class 2 contains 8727 members 
Mstep: Class 3 contains 9694 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 60086 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35610 members 
Mstep: Class 9 contains 16409 members 
Mstep: Class 10 contains 34392 members 
Mstep: Class 11 contains 6438 members 
Mstep: Class 12 contains 18015 members 
Mstep: Class 13 contains 155060 members 
Mstep: Class 14 contains 16425 members 
Mstep: Class 15 contains 271299 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 19243 members 
Mstep: Class 18 contains 3080 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 3379 members 
Mstep: Class 21 contains 3259 members 
Mstep: Class 22 contains 288143 members 
Mstep: Class 23 contains 42515 members 
Mstep: Class 24 contains 16414 members 
Mstep: Class 25 contains 6892 members 
Mstep: Class 26 contains 13550 members 
Mstep: Class 27 contains 200303 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7157 members 
Mstep: Class 30 contains 41511 members 
Mstep: Class 31 contains 20499 members 
Mstep: Class 32 contains 11117 members 
Mstep: Class 33 contains 69401 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7655 members 
Mstep: Class 36 contains 15024 members 
Mstep: Class 37 contains 24207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145648.000000 Penalty: 131188.937500
Iteration 282Q: 38 clusters Score -1.571456e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 169215 members 
Mstep: Class 2 contains 8722 members 
Mstep: Class 3 contains 9688 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 60166 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35604 members 
Mstep: Class 9 contains 16411 members 
Mstep: Class 10 contains 34443 members 
Mstep: Class 11 contains 6442 members 
Mstep: Class 12 contains 18013 members 
Mstep: Class 13 contains 155586 members 
Mstep: Class 14 contains 16423 members 
Mstep: Class 15 contains 269687 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 19235 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 19 contains 5998 members 
Mstep: Class 20 contains 3386 members 
Mstep: Class 21 contains 3256 members 
Mstep: Class 22 contains 288057 members 
Mstep: Class 23 contains 42548 members 
Mstep: Class 24 contains 16414 members 
Mstep: Class 25 contains 6893 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 200516 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 41514 members 
Mstep: Class 31 contains 20499 members 
Mstep: Class 32 contains 11118 members 
Mstep: Class 33 contains 69434 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7658 members 
Mstep: Class 36 contains 15033 members 
Mstep: Class 37 contains 24197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145824.000000 Penalty: 131188.937500
Iteration 283Q: 38 clusters Score -1.571458e+08 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 169956 members 
Mstep: Class 2 contains 8720 members 
Mstep: Class 3 contains 9682 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 60241 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35597 members 
Mstep: Class 9 contains 16412 members 
Mstep: Class 10 contains 34507 members 
Mstep: Class 11 contains 6445 members 
Mstep: Class 12 contains 18009 members 
Mstep: Class 13 contains 156031 members 
Mstep: Class 14 contains 16425 members 
Mstep: Class 15 contains 268133 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 19223 members 
Mstep: Class 18 contains 3078 members 
Mstep: Class 19 contains 6044 members 
Mstep: Class 20 contains 3391 members 
Mstep: Class 21 contains 3252 members 
Mstep: Class 22 contains 287989 members 
Mstep: Class 23 contains 42588 members 
Mstep: Class 24 contains 16414 members 
Mstep: Class 25 contains 6893 members 
Mstep: Class 26 contains 13530 members 
Mstep: Class 27 contains 200721 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7130 members 
Mstep: Class 30 contains 41518 members 
Mstep: Class 31 contains 20494 members 
Mstep: Class 32 contains 11117 members 
Mstep: Class 33 contains 69486 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7659 members 
Mstep: Class 36 contains 15040 members 
Mstep: Class 37 contains 24188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157146256.000000 Penalty: 131188.937500
Iteration 284Q: 38 clusters Score -1.571463e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 170691 members 
Mstep: Class 2 contains 8718 members 
Mstep: Class 3 contains 9667 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 60294 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35593 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 34564 members 
Mstep: Class 11 contains 6447 members 
Mstep: Class 12 contains 18006 members 
Mstep: Class 13 contains 156434 members 
Mstep: Class 14 contains 16427 members 
Mstep: Class 15 contains 266655 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 19219 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 19 contains 6091 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 3250 members 
Mstep: Class 22 contains 287920 members 
Mstep: Class 23 contains 42621 members 
Mstep: Class 24 contains 16412 members 
Mstep: Class 25 contains 6893 members 
Mstep: Class 26 contains 13526 members 
Mstep: Class 27 contains 200940 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7121 members 
Mstep: Class 30 contains 41521 members 
Mstep: Class 31 contains 20491 members 
Mstep: Class 32 contains 11117 members 
Mstep: Class 33 contains 69527 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7660 members 
Mstep: Class 36 contains 15039 members 
Mstep: Class 37 contains 24182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157146496.000000 Penalty: 131188.937500
Iteration 285Q: 38 clusters Score -1.571465e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 171396 members 
Mstep: Class 2 contains 8711 members 
Mstep: Class 3 contains 9652 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 60362 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35593 members 
Mstep: Class 9 contains 16411 members 
Mstep: Class 10 contains 34608 members 
Mstep: Class 11 contains 6453 members 
Mstep: Class 12 contains 18002 members 
Mstep: Class 13 contains 156829 members 
Mstep: Class 14 contains 16419 members 
Mstep: Class 15 contains 265231 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 19206 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 3401 members 
Mstep: Class 21 contains 3248 members 
Mstep: Class 22 contains 287832 members 
Mstep: Class 23 contains 42659 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6894 members 
Mstep: Class 26 contains 13527 members 
Mstep: Class 27 contains 201135 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7114 members 
Mstep: Class 30 contains 41529 members 
Mstep: Class 31 contains 20486 members 
Mstep: Class 32 contains 11117 members 
Mstep: Class 33 contains 69580 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7661 members 
Mstep: Class 36 contains 15044 members 
Mstep: Class 37 contains 24184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157146640.000000 Penalty: 131188.937500
Iteration 286Q: 38 clusters Score -1.571466e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172067 members 
Mstep: Class 2 contains 8705 members 
Mstep: Class 3 contains 9643 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 60416 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35596 members 
Mstep: Class 9 contains 16409 members 
Mstep: Class 10 contains 34665 members 
Mstep: Class 11 contains 6455 members 
Mstep: Class 12 contains 17998 members 
Mstep: Class 13 contains 157200 members 
Mstep: Class 14 contains 16416 members 
Mstep: Class 15 contains 263858 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 19195 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 19 contains 6165 members 
Mstep: Class 20 contains 3405 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 287751 members 
Mstep: Class 23 contains 42720 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6895 members 
Mstep: Class 26 contains 13528 members 
Mstep: Class 27 contains 201351 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7103 members 
Mstep: Class 30 contains 41534 members 
Mstep: Class 31 contains 20481 members 
Mstep: Class 32 contains 11118 members 
Mstep: Class 33 contains 69631 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7660 members 
Mstep: Class 36 contains 15041 members 
Mstep: Class 37 contains 24175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157146864.000000 Penalty: 131188.937500
Iteration 287Q: 38 clusters Score -1.571469e+08 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 172710 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 60483 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35598 members 
Mstep: Class 9 contains 16407 members 
Mstep: Class 10 contains 34703 members 
Mstep: Class 11 contains 6459 members 
Mstep: Class 12 contains 17993 members 
Mstep: Class 13 contains 157585 members 
Mstep: Class 14 contains 16409 members 
Mstep: Class 15 contains 262538 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 19180 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 19 contains 6197 members 
Mstep: Class 20 contains 3407 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 287666 members 
Mstep: Class 23 contains 42785 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 13527 members 
Mstep: Class 27 contains 201522 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7088 members 
Mstep: Class 30 contains 41552 members 
Mstep: Class 31 contains 20478 members 
Mstep: Class 32 contains 11119 members 
Mstep: Class 33 contains 69672 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7660 members 
Mstep: Class 36 contains 15045 members 
Mstep: Class 37 contains 24175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157146704.000000 Penalty: 131188.937500
Iteration 288Q: 38 clusters Score -1.571467e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173329 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 9642 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 60550 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35597 members 
Mstep: Class 9 contains 16404 members 
Mstep: Class 10 contains 34747 members 
Mstep: Class 11 contains 6459 members 
Mstep: Class 12 contains 17992 members 
Mstep: Class 13 contains 157936 members 
Mstep: Class 14 contains 16404 members 
Mstep: Class 15 contains 261289 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 19167 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 19 contains 6236 members 
Mstep: Class 20 contains 3410 members 
Mstep: Class 21 contains 3231 members 
Mstep: Class 22 contains 287607 members 
Mstep: Class 23 contains 42825 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 13525 members 
Mstep: Class 27 contains 201672 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7084 members 
Mstep: Class 30 contains 41569 members 
Mstep: Class 31 contains 20470 members 
Mstep: Class 32 contains 11119 members 
Mstep: Class 33 contains 69688 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7661 members 
Mstep: Class 36 contains 15047 members 
Mstep: Class 37 contains 24175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157146784.000000 Penalty: 131188.937500
Iteration 289Q: 38 clusters Score -1.571468e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 173956 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 9639 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 60602 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35598 members 
Mstep: Class 9 contains 16401 members 
Mstep: Class 10 contains 34799 members 
Mstep: Class 11 contains 6464 members 
Mstep: Class 12 contains 17992 members 
Mstep: Class 13 contains 158314 members 
Mstep: Class 14 contains 16403 members 
Mstep: Class 15 contains 260068 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 19154 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 19 contains 6267 members 
Mstep: Class 20 contains 3409 members 
Mstep: Class 21 contains 3227 members 
Mstep: Class 22 contains 287519 members 
Mstep: Class 23 contains 42862 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 201819 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7071 members 
Mstep: Class 30 contains 41579 members 
Mstep: Class 31 contains 20467 members 
Mstep: Class 32 contains 11118 members 
Mstep: Class 33 contains 69699 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7664 members 
Mstep: Class 36 contains 15048 members 
Mstep: Class 37 contains 24176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147232.000000 Penalty: 131188.937500
Iteration 290Q: 38 clusters Score -1.571472e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 174552 members 
Mstep: Class 2 contains 8691 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 60638 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35609 members 
Mstep: Class 9 contains 16396 members 
Mstep: Class 10 contains 34867 members 
Mstep: Class 11 contains 6462 members 
Mstep: Class 12 contains 17992 members 
Mstep: Class 13 contains 158673 members 
Mstep: Class 14 contains 16404 members 
Mstep: Class 15 contains 258929 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 17 contains 19139 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 19 contains 6295 members 
Mstep: Class 20 contains 3411 members 
Mstep: Class 21 contains 3226 members 
Mstep: Class 22 contains 287420 members 
Mstep: Class 23 contains 42878 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 13521 members 
Mstep: Class 27 contains 201972 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 41584 members 
Mstep: Class 31 contains 20461 members 
Mstep: Class 32 contains 11118 members 
Mstep: Class 33 contains 69706 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7669 members 
Mstep: Class 36 contains 15051 members 
Mstep: Class 37 contains 24171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147088.000000 Penalty: 131188.937500
Iteration 291Q: 38 clusters Score -1.571471e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175111 members 
Mstep: Class 2 contains 8688 members 
Mstep: Class 3 contains 9630 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 5037 members 
Mstep: Class 6 contains 60675 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35610 members 
Mstep: Class 9 contains 16390 members 
Mstep: Class 10 contains 34928 members 
Mstep: Class 11 contains 6461 members 
Mstep: Class 12 contains 17989 members 
Mstep: Class 13 contains 159006 members 
Mstep: Class 14 contains 16397 members 
Mstep: Class 15 contains 257856 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 19131 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 19 contains 6318 members 
Mstep: Class 20 contains 3412 members 
Mstep: Class 21 contains 3223 members 
Mstep: Class 22 contains 287319 members 
Mstep: Class 23 contains 42899 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 202152 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7062 members 
Mstep: Class 30 contains 41592 members 
Mstep: Class 31 contains 20455 members 
Mstep: Class 32 contains 11119 members 
Mstep: Class 33 contains 69698 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7673 members 
Mstep: Class 36 contains 15050 members 
Mstep: Class 37 contains 24169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147360.000000 Penalty: 131188.937500
Iteration 292Q: 38 clusters Score -1.571474e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 175629 members 
Mstep: Class 2 contains 8685 members 
Mstep: Class 3 contains 9617 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 5038 members 
Mstep: Class 6 contains 60717 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35608 members 
Mstep: Class 9 contains 16393 members 
Mstep: Class 10 contains 34974 members 
Mstep: Class 11 contains 6463 members 
Mstep: Class 12 contains 17986 members 
Mstep: Class 13 contains 159309 members 
Mstep: Class 14 contains 16384 members 
Mstep: Class 15 contains 256832 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 17 contains 19127 members 
Mstep: Class 18 contains 3078 members 
Mstep: Class 19 contains 6333 members 
Mstep: Class 20 contains 3413 members 
Mstep: Class 21 contains 3221 members 
Mstep: Class 22 contains 287233 members 
Mstep: Class 23 contains 42938 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 13517 members 
Mstep: Class 27 contains 202317 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7052 members 
Mstep: Class 30 contains 41612 members 
Mstep: Class 31 contains 20453 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 69703 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7675 members 
Mstep: Class 36 contains 15053 members 
Mstep: Class 37 contains 24168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147760.000000 Penalty: 131188.937500
Iteration 293Q: 38 clusters Score -1.571478e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176150 members 
Mstep: Class 2 contains 8683 members 
Mstep: Class 3 contains 9609 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 60739 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35611 members 
Mstep: Class 9 contains 16394 members 
Mstep: Class 10 contains 35008 members 
Mstep: Class 11 contains 6461 members 
Mstep: Class 12 contains 17984 members 
Mstep: Class 13 contains 159587 members 
Mstep: Class 14 contains 16380 members 
Mstep: Class 15 contains 255898 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 19123 members 
Mstep: Class 18 contains 3078 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 3414 members 
Mstep: Class 21 contains 3221 members 
Mstep: Class 22 contains 287142 members 
Mstep: Class 23 contains 42958 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6899 members 
Mstep: Class 26 contains 13514 members 
Mstep: Class 27 contains 202448 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 7047 members 
Mstep: Class 30 contains 41617 members 
Mstep: Class 31 contains 20448 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 69715 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7675 members 
Mstep: Class 36 contains 15058 members 
Mstep: Class 37 contains 24173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147392.000000 Penalty: 131188.937500
Iteration 294Q: 38 clusters Score -1.571474e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176658 members 
Mstep: Class 2 contains 8681 members 
Mstep: Class 3 contains 9601 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 60768 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35611 members 
Mstep: Class 9 contains 16394 members 
Mstep: Class 10 contains 35049 members 
Mstep: Class 11 contains 6459 members 
Mstep: Class 12 contains 17980 members 
Mstep: Class 13 contains 159851 members 
Mstep: Class 14 contains 16374 members 
Mstep: Class 15 contains 255044 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 17 contains 19123 members 
Mstep: Class 18 contains 3078 members 
Mstep: Class 19 contains 6377 members 
Mstep: Class 20 contains 3415 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 287033 members 
Mstep: Class 23 contains 42968 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 13511 members 
Mstep: Class 27 contains 202563 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 7037 members 
Mstep: Class 30 contains 41626 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 69713 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7676 members 
Mstep: Class 36 contains 15066 members 
Mstep: Class 37 contains 24173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147424.000000 Penalty: 131188.937500
Iteration 295Q: 38 clusters Score -1.571474e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177127 members 
Mstep: Class 2 contains 8679 members 
Mstep: Class 3 contains 9596 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 60805 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35613 members 
Mstep: Class 9 contains 16393 members 
Mstep: Class 10 contains 35081 members 
Mstep: Class 11 contains 6462 members 
Mstep: Class 12 contains 17974 members 
Mstep: Class 13 contains 160116 members 
Mstep: Class 14 contains 16367 members 
Mstep: Class 15 contains 254207 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 19120 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 19 contains 6398 members 
Mstep: Class 20 contains 3415 members 
Mstep: Class 21 contains 3212 members 
Mstep: Class 22 contains 286940 members 
Mstep: Class 23 contains 42994 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 13510 members 
Mstep: Class 27 contains 202665 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 7028 members 
Mstep: Class 30 contains 41650 members 
Mstep: Class 31 contains 20436 members 
Mstep: Class 32 contains 11121 members 
Mstep: Class 33 contains 69703 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7676 members 
Mstep: Class 36 contains 15072 members 
Mstep: Class 37 contains 24169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147488.000000 Penalty: 131188.937500
Iteration 296Q: 38 clusters Score -1.571475e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 177574 members 
Mstep: Class 2 contains 8676 members 
Mstep: Class 3 contains 9593 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 60844 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35622 members 
Mstep: Class 9 contains 16393 members 
Mstep: Class 10 contains 35122 members 
Mstep: Class 11 contains 6468 members 
Mstep: Class 12 contains 17966 members 
Mstep: Class 13 contains 160342 members 
Mstep: Class 14 contains 16366 members 
Mstep: Class 15 contains 253410 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 19116 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 6416 members 
Mstep: Class 20 contains 3416 members 
Mstep: Class 21 contains 3209 members 
Mstep: Class 22 contains 286850 members 
Mstep: Class 23 contains 43015 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6901 members 
Mstep: Class 26 contains 13506 members 
Mstep: Class 27 contains 202768 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 7020 members 
Mstep: Class 30 contains 41660 members 
Mstep: Class 31 contains 20433 members 
Mstep: Class 32 contains 11121 members 
Mstep: Class 33 contains 69700 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7675 members 
Mstep: Class 36 contains 15082 members 
Mstep: Class 37 contains 24163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147648.000000 Penalty: 131188.937500
Iteration 297Q: 38 clusters Score -1.571476e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178023 members 
Mstep: Class 2 contains 8671 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 60888 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35632 members 
Mstep: Class 9 contains 16390 members 
Mstep: Class 10 contains 35147 members 
Mstep: Class 11 contains 6469 members 
Mstep: Class 12 contains 17960 members 
Mstep: Class 13 contains 160545 members 
Mstep: Class 14 contains 16362 members 
Mstep: Class 15 contains 252647 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 17 contains 19106 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 6436 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 286757 members 
Mstep: Class 23 contains 43035 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6906 members 
Mstep: Class 26 contains 13503 members 
Mstep: Class 27 contains 202864 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 7012 members 
Mstep: Class 30 contains 41671 members 
Mstep: Class 31 contains 20434 members 
Mstep: Class 32 contains 11121 members 
Mstep: Class 33 contains 69704 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7676 members 
Mstep: Class 36 contains 15084 members 
Mstep: Class 37 contains 24166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147712.000000 Penalty: 131188.937500
Iteration 298Q: 38 clusters Score -1.571477e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178492 members 
Mstep: Class 2 contains 8668 members 
Mstep: Class 3 contains 9589 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 60923 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35646 members 
Mstep: Class 9 contains 16387 members 
Mstep: Class 10 contains 35178 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 17951 members 
Mstep: Class 13 contains 160741 members 
Mstep: Class 14 contains 16365 members 
Mstep: Class 15 contains 251883 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 19101 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 6454 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 3205 members 
Mstep: Class 22 contains 286668 members 
Mstep: Class 23 contains 43045 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 13501 members 
Mstep: Class 27 contains 202961 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 7003 members 
Mstep: Class 30 contains 41681 members 
Mstep: Class 31 contains 20429 members 
Mstep: Class 32 contains 11121 members 
Mstep: Class 33 contains 69691 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7681 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 24170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147696.000000 Penalty: 131188.937500
Iteration 299Q: 38 clusters Score -1.571477e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178957 members 
Mstep: Class 2 contains 8665 members 
Mstep: Class 3 contains 9589 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 5041 members 
Mstep: Class 6 contains 60950 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35653 members 
Mstep: Class 9 contains 16390 members 
Mstep: Class 10 contains 35205 members 
Mstep: Class 11 contains 6472 members 
Mstep: Class 12 contains 17940 members 
Mstep: Class 13 contains 160902 members 
Mstep: Class 14 contains 16362 members 
Mstep: Class 15 contains 251170 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 19091 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 6472 members 
Mstep: Class 20 contains 3423 members 
Mstep: Class 21 contains 3203 members 
Mstep: Class 22 contains 286566 members 
Mstep: Class 23 contains 43061 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6914 members 
Mstep: Class 26 contains 13499 members 
Mstep: Class 27 contains 203076 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 6996 members 
Mstep: Class 30 contains 41696 members 
Mstep: Class 31 contains 20424 members 
Mstep: Class 32 contains 11122 members 
Mstep: Class 33 contains 69686 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7683 members 
Mstep: Class 36 contains 15091 members 
Mstep: Class 37 contains 24166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147712.000000 Penalty: 131188.937500
Iteration 300F: 38 clusters Score -1.571477e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179414 members 
Mstep: Class 2 contains 8665 members 
Mstep: Class 3 contains 9590 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 5040 members 
Mstep: Class 6 contains 60981 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35652 members 
Mstep: Class 9 contains 16388 members 
Mstep: Class 10 contains 35213 members 
Mstep: Class 11 contains 6472 members 
Mstep: Class 12 contains 17926 members 
Mstep: Class 13 contains 161051 members 
Mstep: Class 14 contains 16357 members 
Mstep: Class 15 contains 250524 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 19088 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 3427 members 
Mstep: Class 21 contains 3200 members 
Mstep: Class 22 contains 286497 members 
Mstep: Class 23 contains 43072 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6917 members 
Mstep: Class 26 contains 13498 members 
Mstep: Class 27 contains 203154 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 6986 members 
Mstep: Class 30 contains 41711 members 
Mstep: Class 31 contains 20423 members 
Mstep: Class 32 contains 11123 members 
Mstep: Class 33 contains 69671 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7683 members 
Mstep: Class 36 contains 15089 members 
Mstep: Class 37 contains 24163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147952.000000 Penalty: 131188.937500
Iteration 301Q: 38 clusters Score -1.57148e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 179836 members 
Mstep: Class 2 contains 8666 members 
Mstep: Class 3 contains 9579 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 5040 members 
Mstep: Class 6 contains 61025 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35655 members 
Mstep: Class 9 contains 16386 members 
Mstep: Class 10 contains 35241 members 
Mstep: Class 11 contains 6473 members 
Mstep: Class 12 contains 17912 members 
Mstep: Class 13 contains 161195 members 
Mstep: Class 14 contains 16353 members 
Mstep: Class 15 contains 249868 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 19081 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 6502 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 3200 members 
Mstep: Class 22 contains 286435 members 
Mstep: Class 23 contains 43087 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6917 members 
Mstep: Class 26 contains 13496 members 
Mstep: Class 27 contains 203239 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 6978 members 
Mstep: Class 30 contains 41725 members 
Mstep: Class 31 contains 20421 members 
Mstep: Class 32 contains 11124 members 
Mstep: Class 33 contains 69669 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7683 members 
Mstep: Class 36 contains 15090 members 
Mstep: Class 37 contains 24159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148128.000000 Penalty: 131188.937500
Iteration 302Q: 38 clusters Score -1.571481e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180215 members 
Mstep: Class 2 contains 8665 members 
Mstep: Class 3 contains 9577 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 61060 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35666 members 
Mstep: Class 9 contains 16387 members 
Mstep: Class 10 contains 35249 members 
Mstep: Class 11 contains 6482 members 
Mstep: Class 12 contains 17893 members 
Mstep: Class 13 contains 161321 members 
Mstep: Class 14 contains 16351 members 
Mstep: Class 15 contains 249304 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 19077 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 6511 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 3199 members 
Mstep: Class 22 contains 286378 members 
Mstep: Class 23 contains 43103 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6919 members 
Mstep: Class 26 contains 13495 members 
Mstep: Class 27 contains 203314 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 6973 members 
Mstep: Class 30 contains 41737 members 
Mstep: Class 31 contains 20417 members 
Mstep: Class 32 contains 11126 members 
Mstep: Class 33 contains 69647 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7684 members 
Mstep: Class 36 contains 15089 members 
Mstep: Class 37 contains 24157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148432.000000 Penalty: 131188.937500
Iteration 303Q: 38 clusters Score -1.571484e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180592 members 
Mstep: Class 2 contains 8662 members 
Mstep: Class 3 contains 9569 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 5040 members 
Mstep: Class 6 contains 61099 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35669 members 
Mstep: Class 9 contains 16390 members 
Mstep: Class 10 contains 35254 members 
Mstep: Class 11 contains 6491 members 
Mstep: Class 12 contains 17873 members 
Mstep: Class 13 contains 161452 members 
Mstep: Class 14 contains 16346 members 
Mstep: Class 15 contains 248767 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 19071 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 6516 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 3195 members 
Mstep: Class 22 contains 286335 members 
Mstep: Class 23 contains 43115 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6919 members 
Mstep: Class 26 contains 13490 members 
Mstep: Class 27 contains 203367 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 41753 members 
Mstep: Class 31 contains 20416 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69620 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7684 members 
Mstep: Class 36 contains 15093 members 
Mstep: Class 37 contains 24162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148448.000000 Penalty: 131188.937500
Iteration 304Q: 38 clusters Score -1.571484e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 180966 members 
Mstep: Class 2 contains 8660 members 
Mstep: Class 3 contains 9561 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 61125 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35677 members 
Mstep: Class 9 contains 16391 members 
Mstep: Class 10 contains 35276 members 
Mstep: Class 11 contains 6498 members 
Mstep: Class 12 contains 17856 members 
Mstep: Class 13 contains 161579 members 
Mstep: Class 14 contains 16344 members 
Mstep: Class 15 contains 248215 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 19069 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 6531 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 3194 members 
Mstep: Class 22 contains 286291 members 
Mstep: Class 23 contains 43122 members 
Mstep: Class 24 contains 16407 members 
Mstep: Class 25 contains 6920 members 
Mstep: Class 26 contains 13489 members 
Mstep: Class 27 contains 203425 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 41765 members 
Mstep: Class 31 contains 20414 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69594 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7685 members 
Mstep: Class 36 contains 15098 members 
Mstep: Class 37 contains 24160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148384.000000 Penalty: 131188.937500
Iteration 305Q: 38 clusters Score -1.571484e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181332 members 
Mstep: Class 2 contains 8662 members 
Mstep: Class 3 contains 9552 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 61161 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35680 members 
Mstep: Class 9 contains 16391 members 
Mstep: Class 10 contains 35314 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 17841 members 
Mstep: Class 13 contains 161728 members 
Mstep: Class 14 contains 16341 members 
Mstep: Class 15 contains 247655 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 19068 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 6539 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 3195 members 
Mstep: Class 22 contains 286238 members 
Mstep: Class 23 contains 43127 members 
Mstep: Class 24 contains 16407 members 
Mstep: Class 25 contains 6925 members 
Mstep: Class 26 contains 13489 members 
Mstep: Class 27 contains 203475 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 6953 members 
Mstep: Class 30 contains 41775 members 
Mstep: Class 31 contains 20413 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69568 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7685 members 
Mstep: Class 36 contains 15100 members 
Mstep: Class 37 contains 24157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148224.000000 Penalty: 131188.937500
Iteration 306Q: 38 clusters Score -1.571482e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181675 members 
Mstep: Class 2 contains 8661 members 
Mstep: Class 3 contains 9547 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 5038 members 
Mstep: Class 6 contains 61192 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35678 members 
Mstep: Class 9 contains 16391 members 
Mstep: Class 10 contains 35346 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 17827 members 
Mstep: Class 13 contains 161887 members 
Mstep: Class 14 contains 16335 members 
Mstep: Class 15 contains 247130 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 19067 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 3433 members 
Mstep: Class 21 contains 3194 members 
Mstep: Class 22 contains 286194 members 
Mstep: Class 23 contains 43120 members 
Mstep: Class 24 contains 16407 members 
Mstep: Class 25 contains 6931 members 
Mstep: Class 26 contains 13485 members 
Mstep: Class 27 contains 203500 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 6948 members 
Mstep: Class 30 contains 41790 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69559 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7687 members 
Mstep: Class 36 contains 15102 members 
Mstep: Class 37 contains 24157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148272.000000 Penalty: 131188.937500
Iteration 307Q: 38 clusters Score -1.571483e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 181988 members 
Mstep: Class 2 contains 8659 members 
Mstep: Class 3 contains 9542 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 5038 members 
Mstep: Class 6 contains 61226 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35676 members 
Mstep: Class 9 contains 16393 members 
Mstep: Class 10 contains 35391 members 
Mstep: Class 11 contains 6505 members 
Mstep: Class 12 contains 17814 members 
Mstep: Class 13 contains 162018 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 246655 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 19062 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 6562 members 
Mstep: Class 20 contains 3433 members 
Mstep: Class 21 contains 3192 members 
Mstep: Class 22 contains 286141 members 
Mstep: Class 23 contains 43120 members 
Mstep: Class 24 contains 16405 members 
Mstep: Class 25 contains 6936 members 
Mstep: Class 26 contains 13485 members 
Mstep: Class 27 contains 203522 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 6939 members 
Mstep: Class 30 contains 41800 members 
Mstep: Class 31 contains 20406 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69554 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7687 members 
Mstep: Class 36 contains 15105 members 
Mstep: Class 37 contains 24159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148208.000000 Penalty: 131188.937500
Iteration 308Q: 38 clusters Score -1.571482e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182265 members 
Mstep: Class 2 contains 8656 members 
Mstep: Class 3 contains 9540 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 5040 members 
Mstep: Class 6 contains 61255 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35673 members 
Mstep: Class 9 contains 16394 members 
Mstep: Class 10 contains 35439 members 
Mstep: Class 11 contains 6510 members 
Mstep: Class 12 contains 17803 members 
Mstep: Class 13 contains 162122 members 
Mstep: Class 14 contains 16323 members 
Mstep: Class 15 contains 246221 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 17 contains 19057 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 6572 members 
Mstep: Class 20 contains 3433 members 
Mstep: Class 21 contains 3191 members 
Mstep: Class 22 contains 286101 members 
Mstep: Class 23 contains 43121 members 
Mstep: Class 24 contains 16404 members 
Mstep: Class 25 contains 6939 members 
Mstep: Class 26 contains 13485 members 
Mstep: Class 27 contains 203549 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 6929 members 
Mstep: Class 30 contains 41812 members 
Mstep: Class 31 contains 20403 members 
Mstep: Class 32 contains 11126 members 
Mstep: Class 33 contains 69550 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7686 members 
Mstep: Class 36 contains 15113 members 
Mstep: Class 37 contains 24157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148016.000000 Penalty: 131188.937500
Iteration 309Q: 38 clusters Score -1.57148e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182515 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 9540 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 5040 members 
Mstep: Class 6 contains 61274 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35678 members 
Mstep: Class 9 contains 16391 members 
Mstep: Class 10 contains 35480 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 17786 members 
Mstep: Class 13 contains 162235 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 245825 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 19054 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 6584 members 
Mstep: Class 20 contains 3433 members 
Mstep: Class 21 contains 3190 members 
Mstep: Class 22 contains 286051 members 
Mstep: Class 23 contains 43123 members 
Mstep: Class 24 contains 16405 members 
Mstep: Class 25 contains 6941 members 
Mstep: Class 26 contains 13485 members 
Mstep: Class 27 contains 203595 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 6910 members 
Mstep: Class 30 contains 41827 members 
Mstep: Class 31 contains 20401 members 
Mstep: Class 32 contains 11126 members 
Mstep: Class 33 contains 69528 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7687 members 
Mstep: Class 36 contains 15117 members 
Mstep: Class 37 contains 24159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147936.000000 Penalty: 131188.937500
Iteration 310Q: 38 clusters Score -1.571479e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182728 members 
Mstep: Class 2 contains 8652 members 
Mstep: Class 3 contains 9535 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 5040 members 
Mstep: Class 6 contains 61290 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35681 members 
Mstep: Class 9 contains 16390 members 
Mstep: Class 10 contains 35522 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 17766 members 
Mstep: Class 13 contains 162344 members 
Mstep: Class 14 contains 16315 members 
Mstep: Class 15 contains 245458 members 
Mstep: Class 16 contains 2723 members 
Mstep: Class 17 contains 19051 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 6595 members 
Mstep: Class 20 contains 3433 members 
Mstep: Class 21 contains 3191 members 
Mstep: Class 22 contains 286019 members 
Mstep: Class 23 contains 43140 members 
Mstep: Class 24 contains 16405 members 
Mstep: Class 25 contains 6942 members 
Mstep: Class 26 contains 13487 members 
Mstep: Class 27 contains 203631 members 
Mstep: Class 28 contains 4371 members 
Mstep: Class 29 contains 6894 members 
Mstep: Class 30 contains 41837 members 
Mstep: Class 31 contains 20399 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69515 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7685 members 
Mstep: Class 36 contains 15117 members 
Mstep: Class 37 contains 24156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147744.000000 Penalty: 131188.937500
Iteration 311Q: 38 clusters Score -1.571477e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 182962 members 
Mstep: Class 2 contains 8651 members 
Mstep: Class 3 contains 9532 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 61301 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35679 members 
Mstep: Class 9 contains 16389 members 
Mstep: Class 10 contains 35552 members 
Mstep: Class 11 contains 6531 members 
Mstep: Class 12 contains 17753 members 
Mstep: Class 13 contains 162442 members 
Mstep: Class 14 contains 16314 members 
Mstep: Class 15 contains 245083 members 
Mstep: Class 16 contains 2724 members 
Mstep: Class 17 contains 19048 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 3433 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 285981 members 
Mstep: Class 23 contains 43162 members 
Mstep: Class 24 contains 16406 members 
Mstep: Class 25 contains 6943 members 
Mstep: Class 26 contains 13490 members 
Mstep: Class 27 contains 203669 members 
Mstep: Class 28 contains 4371 members 
Mstep: Class 29 contains 6881 members 
Mstep: Class 30 contains 41851 members 
Mstep: Class 31 contains 20396 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69506 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7684 members 
Mstep: Class 36 contains 15117 members 
Mstep: Class 37 contains 24149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147744.000000 Penalty: 131188.937500
Iteration 312Q: 38 clusters Score -1.571477e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183200 members 
Mstep: Class 2 contains 8646 members 
Mstep: Class 3 contains 9525 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 5038 members 
Mstep: Class 6 contains 61321 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35684 members 
Mstep: Class 9 contains 16392 members 
Mstep: Class 10 contains 35577 members 
Mstep: Class 11 contains 6537 members 
Mstep: Class 12 contains 17743 members 
Mstep: Class 13 contains 162546 members 
Mstep: Class 14 contains 16313 members 
Mstep: Class 15 contains 244710 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 19045 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 3434 members 
Mstep: Class 21 contains 3190 members 
Mstep: Class 22 contains 285938 members 
Mstep: Class 23 contains 43178 members 
Mstep: Class 24 contains 16406 members 
Mstep: Class 25 contains 6946 members 
Mstep: Class 26 contains 13494 members 
Mstep: Class 27 contains 203700 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6858 members 
Mstep: Class 30 contains 41858 members 
Mstep: Class 31 contains 20391 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69508 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7685 members 
Mstep: Class 36 contains 15120 members 
Mstep: Class 37 contains 24148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147776.000000 Penalty: 131188.937500
Iteration 313Q: 38 clusters Score -1.571478e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183431 members 
Mstep: Class 2 contains 8646 members 
Mstep: Class 3 contains 9515 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 5038 members 
Mstep: Class 6 contains 61344 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35684 members 
Mstep: Class 9 contains 16394 members 
Mstep: Class 10 contains 35609 members 
Mstep: Class 11 contains 6541 members 
Mstep: Class 12 contains 17734 members 
Mstep: Class 13 contains 162633 members 
Mstep: Class 14 contains 16310 members 
Mstep: Class 15 contains 244360 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 17 contains 19046 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 6614 members 
Mstep: Class 20 contains 3434 members 
Mstep: Class 21 contains 3190 members 
Mstep: Class 22 contains 285904 members 
Mstep: Class 23 contains 43188 members 
Mstep: Class 24 contains 16405 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 13495 members 
Mstep: Class 27 contains 203732 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6842 members 
Mstep: Class 30 contains 41859 members 
Mstep: Class 31 contains 20391 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69501 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7684 members 
Mstep: Class 36 contains 15117 members 
Mstep: Class 37 contains 24147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147824.000000 Penalty: 131188.937500
Iteration 314Q: 38 clusters Score -1.571478e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183670 members 
Mstep: Class 2 contains 8647 members 
Mstep: Class 3 contains 9513 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 5041 members 
Mstep: Class 6 contains 61356 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 35686 members 
Mstep: Class 9 contains 16394 members 
Mstep: Class 10 contains 35632 members 
Mstep: Class 11 contains 6543 members 
Mstep: Class 12 contains 17727 members 
Mstep: Class 13 contains 162712 members 
Mstep: Class 14 contains 16306 members 
Mstep: Class 15 contains 244016 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 17 contains 19046 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 19 contains 6622 members 
Mstep: Class 20 contains 3435 members 
Mstep: Class 21 contains 3191 members 
Mstep: Class 22 contains 285862 members 
Mstep: Class 23 contains 43194 members 
Mstep: Class 24 contains 16406 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 13496 members 
Mstep: Class 27 contains 203772 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6827 members 
Mstep: Class 30 contains 41861 members 
Mstep: Class 31 contains 20386 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69495 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7683 members 
Mstep: Class 36 contains 15121 members 
Mstep: Class 37 contains 24147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147712.000000 Penalty: 131188.937500
Iteration 315Q: 38 clusters Score -1.571477e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 183914 members 
Mstep: Class 2 contains 8648 members 
Mstep: Class 3 contains 9511 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 61366 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35685 members 
Mstep: Class 9 contains 16394 members 
Mstep: Class 10 contains 35662 members 
Mstep: Class 11 contains 6546 members 
Mstep: Class 12 contains 17714 members 
Mstep: Class 13 contains 162792 members 
Mstep: Class 14 contains 16301 members 
Mstep: Class 15 contains 243676 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 19049 members 
Mstep: Class 18 contains 3085 members 
Mstep: Class 19 contains 6627 members 
Mstep: Class 20 contains 3436 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 285823 members 
Mstep: Class 23 contains 43203 members 
Mstep: Class 24 contains 16407 members 
Mstep: Class 25 contains 6954 members 
Mstep: Class 26 contains 13495 members 
Mstep: Class 27 contains 203778 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6820 members 
Mstep: Class 30 contains 41867 members 
Mstep: Class 31 contains 20385 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69500 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7683 members 
Mstep: Class 36 contains 15124 members 
Mstep: Class 37 contains 24146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147760.000000 Penalty: 131188.937500
Iteration 316Q: 38 clusters Score -1.571478e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 184142 members 
Mstep: Class 2 contains 8647 members 
Mstep: Class 3 contains 9507 members 
Mstep: Class 4 contains 3419 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 61378 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35685 members 
Mstep: Class 9 contains 16390 members 
Mstep: Class 10 contains 35701 members 
Mstep: Class 11 contains 6548 members 
Mstep: Class 12 contains 17708 members 
Mstep: Class 13 contains 162851 members 
Mstep: Class 14 contains 16301 members 
Mstep: Class 15 contains 243351 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 17 contains 19050 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 19 contains 6635 members 
Mstep: Class 20 contains 3437 members 
Mstep: Class 21 contains 3188 members 
Mstep: Class 22 contains 285776 members 
Mstep: Class 23 contains 43218 members 
Mstep: Class 24 contains 16407 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 13495 members 
Mstep: Class 27 contains 203811 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6801 members 
Mstep: Class 30 contains 41870 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69509 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7681 members 
Mstep: Class 36 contains 15123 members 
Mstep: Class 37 contains 24143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147712.000000 Penalty: 131188.937500
Iteration 317Q: 38 clusters Score -1.571477e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 184360 members 
Mstep: Class 2 contains 8645 members 
Mstep: Class 3 contains 9507 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 5041 members 
Mstep: Class 6 contains 61382 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35680 members 
Mstep: Class 9 contains 16389 members 
Mstep: Class 10 contains 35726 members 
Mstep: Class 11 contains 6548 members 
Mstep: Class 12 contains 17705 members 
Mstep: Class 13 contains 162930 members 
Mstep: Class 14 contains 16303 members 
Mstep: Class 15 contains 243033 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 17 contains 19051 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 19 contains 6639 members 
Mstep: Class 20 contains 3436 members 
Mstep: Class 21 contains 3188 members 
Mstep: Class 22 contains 285747 members 
Mstep: Class 23 contains 43231 members 
Mstep: Class 24 contains 16407 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 13493 members 
Mstep: Class 27 contains 203846 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6793 members 
Mstep: Class 30 contains 41869 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69508 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7679 members 
Mstep: Class 36 contains 15124 members 
Mstep: Class 37 contains 24140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147520.000000 Penalty: 131188.937500
Iteration 318Q: 38 clusters Score -1.571475e+08 nChanged 552
Entering ConstructFrom: 
Score: -157147520.000000 Penalty: 131188.937500
Entering ConstructFrom: 
Trying to split cluster 1 (184554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184554 members 
Entering Unmasked Estep 
Score: -18548840.000000 Penalty: 3007.172852
	Iteration 0F: 2 clusters Score -1.854884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -18426206.000000 Penalty: 6014.345703
	Iteration 0F: 3 clusters Score -1.842621e+07 nChanged 88311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87651 members 
Mstep: Class 2 contains 96903 members 
Entering Unmasked Estep 
Score: -18477278.000000 Penalty: 6014.345703
	Iteration 1F: 3 clusters Score -1.847728e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84777 members 
Mstep: Class 2 contains 99777 members 
Entering Unmasked Estep 
Score: -18478358.000000 Penalty: 6014.345703
	Iteration 2Q: 3 clusters Score -1.847836e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80259 members 
Mstep: Class 2 contains 104295 members 
Entering Unmasked Estep 
Score: -18479928.000000 Penalty: 6014.345703
	Iteration 3Q: 3 clusters Score -1.847993e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 111167 members 
Entering Unmasked Estep 
Score: -18482666.000000 Penalty: 6014.345703
	Iteration 4Q: 3 clusters Score -1.848267e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 121358 members 
Entering Unmasked Estep 
Score: -18487808.000000 Penalty: 6014.345703
	Iteration 5F: 3 clusters Score -1.848781e+07 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 135647 members 
Entering Unmasked Estep 
Score: -18497998.000000 Penalty: 6014.345703
	Iteration 6F: 3 clusters Score -1.8498e+07 nChanged 17807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 153446 members 
Entering Unmasked Estep 
Score: -18514350.000000 Penalty: 6014.345703
	Iteration 7F: 3 clusters Score -1.851435e+07 nChanged 16638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 170080 members 
Entering Unmasked Estep 
Score: -18531758.000000 Penalty: 6014.345703
	Iteration 8F: 3 clusters Score -1.853176e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 180007 members 
Entering Unmasked Estep 
Score: -18541820.000000 Penalty: 6014.345703
	Iteration 9F: 3 clusters Score -1.854182e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 183390 members 
Entering Unmasked Estep 
Score: -18545094.000000 Penalty: 6014.345703
	Iteration 10Q: 3 clusters Score -1.854509e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 184146 members 
Entering Unmasked Estep 
Score: -18545822.000000 Penalty: 6014.345703
	Iteration 11Q: 3 clusters Score -1.854582e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 184277 members 
Entering Unmasked Estep 
Score: -18546008.000000 Penalty: 6014.345703
	Iteration 12Q: 3 clusters Score -1.854601e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 184300 members 
Entering Unmasked Estep 
Score: -18546082.000000 Penalty: 6014.345703
	Iteration 13Q: 3 clusters Score -1.854608e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 184319 members 
Entering Unmasked Estep 
Score: -18546146.000000 Penalty: 6014.345703
	Iteration 14Q: 3 clusters Score -1.854615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 184318 members 
Entering Unmasked Estep 
Score: -18546158.000000 Penalty: 6014.345703
	Iteration 15Q: 3 clusters Score -1.854616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 184317 members 
Entering Unmasked Estep 
Score: -18546174.000000 Penalty: 6014.345703
	Iteration 16Q: 3 clusters Score -1.854617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 184317 members 
Entering Unmasked Estep 
Score: -18546188.000000 Penalty: 6014.345703
	Iteration 17Q: 3 clusters Score -1.854619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 184318 members 
Entering Unmasked Estep 
Score: -18546176.000000 Penalty: 6014.345703
	Iteration 18Q: 3 clusters Score -1.854618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 184319 members 
Entering Unmasked Estep 
Score: -18546180.000000 Penalty: 6014.345703
	Iteration 19Q: 3 clusters Score -1.854618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 184321 members 
Entering Unmasked Estep 
Score: -18546184.000000 Penalty: 6014.345703
	Iteration 20F: 3 clusters Score -1.854618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 184322 members 
Entering Unmasked Estep 
Score: -18546192.000000 Penalty: 6014.345703
	Iteration 21Q: 3 clusters Score -1.854619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 184321 members 
Entering Unmasked Estep 
Score: -18546196.000000 Penalty: 6014.345703
	Iteration 22Q: 3 clusters Score -1.85462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 184321 members 
Entering Unmasked Estep 
Score: -18546196.000000 Penalty: 6014.345703
	Iteration 23F: 3 clusters Score -1.85462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Entering Unmasked Estep 
Score: -866042.875000 Penalty: 2248.054688
	Iteration 0F: 2 clusters Score -866042.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -859175.062500 Penalty: 4496.109375
	Iteration 0F: 3 clusters Score -859175.1 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -861051.500000 Penalty: 4496.109375
	Iteration 1F: 3 clusters Score -861051.5 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -861383.000000 Penalty: 4496.109375
	Iteration 2F: 3 clusters Score -861383 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -861613.500000 Penalty: 4496.109375
	Iteration 3F: 3 clusters Score -861613.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -861802.750000 Penalty: 4496.109375
	Iteration 4Q: 3 clusters Score -861802.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -861936.687500 Penalty: 4496.109375
	Iteration 5Q: 3 clusters Score -861936.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -862055.875000 Penalty: 4496.109375
	Iteration 6Q: 3 clusters Score -862055.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -862156.125000 Penalty: 4496.109375
	Iteration 7Q: 3 clusters Score -862156.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -862239.437500 Penalty: 4496.109375
	Iteration 8Q: 3 clusters Score -862239.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -862305.875000 Penalty: 4496.109375
	Iteration 9Q: 3 clusters Score -862305.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -862380.312500 Penalty: 4496.109375
	Iteration 10Q: 3 clusters Score -862380.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -862451.625000 Penalty: 4496.109375
	Iteration 11Q: 3 clusters Score -862451.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -862543.625000 Penalty: 4496.109375
	Iteration 12Q: 3 clusters Score -862543.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -862662.687500 Penalty: 4496.109375
	Iteration 13Q: 3 clusters Score -862662.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -862791.625000 Penalty: 4496.109375
	Iteration 14Q: 3 clusters Score -862791.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -862941.500000 Penalty: 4496.109375
	Iteration 15Q: 3 clusters Score -862941.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -863073.375000 Penalty: 4496.109375
	Iteration 16Q: 3 clusters Score -863073.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -863227.437500 Penalty: 4496.109375
	Iteration 17Q: 3 clusters Score -863227.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -863379.375000 Penalty: 4496.109375
	Iteration 18Q: 3 clusters Score -863379.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -863519.250000 Penalty: 4496.109375
	Iteration 19Q: 3 clusters Score -863519.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -863648.875000 Penalty: 4496.109375
	Iteration 20F: 3 clusters Score -863648.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -863759.062500 Penalty: 4496.109375
	Iteration 21Q: 3 clusters Score -863759.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -863848.000000 Penalty: 4496.109375
	Iteration 22Q: 3 clusters Score -863848 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -863920.437500 Penalty: 4496.109375
	Iteration 23Q: 3 clusters Score -863920.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -863974.687500 Penalty: 4496.109375
	Iteration 24Q: 3 clusters Score -863974.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -864019.500000 Penalty: 4496.109375
	Iteration 25Q: 3 clusters Score -864019.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -864049.937500 Penalty: 4496.109375
	Iteration 26Q: 3 clusters Score -864049.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -864073.312500 Penalty: 4496.109375
	Iteration 27Q: 3 clusters Score -864073.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -864095.062500 Penalty: 4496.109375
	Iteration 28Q: 3 clusters Score -864095.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -864117.250000 Penalty: 4496.109375
	Iteration 29Q: 3 clusters Score -864117.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -864133.875000 Penalty: 4496.109375
	Iteration 30Q: 3 clusters Score -864133.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -864147.750000 Penalty: 4496.109375
	Iteration 31Q: 3 clusters Score -864147.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -864161.562500 Penalty: 4496.109375
	Iteration 32Q: 3 clusters Score -864161.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -864179.437500 Penalty: 4496.109375
	Iteration 33Q: 3 clusters Score -864179.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -864198.312500 Penalty: 4496.109375
	Iteration 34Q: 3 clusters Score -864198.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -864215.875000 Penalty: 4496.109375
	Iteration 35Q: 3 clusters Score -864215.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -864234.687500 Penalty: 4496.109375
	Iteration 36Q: 3 clusters Score -864234.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -864245.937500 Penalty: 4496.109375
	Iteration 37Q: 3 clusters Score -864245.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -864259.625000 Penalty: 4496.109375
	Iteration 38Q: 3 clusters Score -864259.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -864269.250000 Penalty: 4496.109375
	Iteration 39Q: 3 clusters Score -864269.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -864273.000000 Penalty: 4496.109375
	Iteration 40F: 3 clusters Score -864273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -864279.000000 Penalty: 4496.109375
	Iteration 41Q: 3 clusters Score -864279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -864281.625000 Penalty: 4496.109375
	Iteration 42Q: 3 clusters Score -864281.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -864283.125000 Penalty: 4496.109375
	Iteration 43Q: 3 clusters Score -864283.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -864286.125000 Penalty: 4496.109375
	Iteration 44Q: 3 clusters Score -864286.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -864289.812500 Penalty: 4496.109375
	Iteration 45Q: 3 clusters Score -864289.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -864289.812500 Penalty: 4496.109375
	Iteration 46Q: 3 clusters Score -864289.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -864291.437500 Penalty: 4496.109375
	Iteration 47Q: 3 clusters Score -864291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -864292.375000 Penalty: 4496.109375
	Iteration 48Q: 3 clusters Score -864292.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -864295.375000 Penalty: 4496.109375
	Iteration 49Q: 3 clusters Score -864295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -864298.062500 Penalty: 4496.109375
	Iteration 50Q: 3 clusters Score -864298.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -864298.375000 Penalty: 4496.109375
	Iteration 51Q: 3 clusters Score -864298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -864299.937500 Penalty: 4496.109375
	Iteration 52Q: 3 clusters Score -864299.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -864302.875000 Penalty: 4496.109375
	Iteration 53Q: 3 clusters Score -864302.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -864305.875000 Penalty: 4496.109375
	Iteration 54Q: 3 clusters Score -864305.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -864312.437500 Penalty: 4496.109375
	Iteration 55Q: 3 clusters Score -864312.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -864316.375000 Penalty: 4496.109375
	Iteration 56Q: 3 clusters Score -864316.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -864319.500000 Penalty: 4496.109375
	Iteration 57Q: 3 clusters Score -864319.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -864320.375000 Penalty: 4496.109375
	Iteration 58Q: 3 clusters Score -864320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -864322.625000 Penalty: 4496.109375
	Iteration 59Q: 3 clusters Score -864322.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -864324.312500 Penalty: 4496.109375
	Iteration 60F: 3 clusters Score -864324.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -864324.437500 Penalty: 4496.109375
	Iteration 61Q: 3 clusters Score -864324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -864327.750000 Penalty: 4496.109375
	Iteration 62Q: 3 clusters Score -864327.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -864326.187500 Penalty: 4496.109375
	Iteration 63Q: 3 clusters Score -864326.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -864326.187500 Penalty: 4496.109375
	Iteration 64F: 3 clusters Score -864326.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Entering Unmasked Estep 
Score: -914608.312500 Penalty: 2271.495850
	Iteration 0F: 2 clusters Score -914608.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -907205.375000 Penalty: 4542.991699
	Iteration 0F: 3 clusters Score -907205.4 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -909444.437500 Penalty: 4542.991699
	Iteration 1F: 3 clusters Score -909444.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -909762.125000 Penalty: 4542.991699
	Iteration 2F: 3 clusters Score -909762.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -910000.875000 Penalty: 4542.991699
	Iteration 3F: 3 clusters Score -910000.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -910168.125000 Penalty: 4542.991699
	Iteration 4Q: 3 clusters Score -910168.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -910306.687500 Penalty: 4542.991699
	Iteration 5Q: 3 clusters Score -910306.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -910458.250000 Penalty: 4542.991699
	Iteration 6Q: 3 clusters Score -910458.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -910606.125000 Penalty: 4542.991699
	Iteration 7Q: 3 clusters Score -910606.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -910769.437500 Penalty: 4542.991699
	Iteration 8Q: 3 clusters Score -910769.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -910929.125000 Penalty: 4542.991699
	Iteration 9Q: 3 clusters Score -910929.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -911086.062500 Penalty: 4542.991699
	Iteration 10Q: 3 clusters Score -911086.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -911241.187500 Penalty: 4542.991699
	Iteration 11Q: 3 clusters Score -911241.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -911405.062500 Penalty: 4542.991699
	Iteration 12Q: 3 clusters Score -911405.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -911592.687500 Penalty: 4542.991699
	Iteration 13Q: 3 clusters Score -911592.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -911790.750000 Penalty: 4542.991699
	Iteration 14Q: 3 clusters Score -911790.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -911959.750000 Penalty: 4542.991699
	Iteration 15Q: 3 clusters Score -911959.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -912087.125000 Penalty: 4542.991699
	Iteration 16Q: 3 clusters Score -912087.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -912199.375000 Penalty: 4542.991699
	Iteration 17Q: 3 clusters Score -912199.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -912285.750000 Penalty: 4542.991699
	Iteration 18Q: 3 clusters Score -912285.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -912360.437500 Penalty: 4542.991699
	Iteration 19Q: 3 clusters Score -912360.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -912429.125000 Penalty: 4542.991699
	Iteration 20F: 3 clusters Score -912429.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -912480.312500 Penalty: 4542.991699
	Iteration 21Q: 3 clusters Score -912480.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -912536.187500 Penalty: 4542.991699
	Iteration 22Q: 3 clusters Score -912536.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -912568.687500 Penalty: 4542.991699
	Iteration 23Q: 3 clusters Score -912568.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -912596.875000 Penalty: 4542.991699
	Iteration 24Q: 3 clusters Score -912596.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -912619.312500 Penalty: 4542.991699
	Iteration 25Q: 3 clusters Score -912619.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -912631.625000 Penalty: 4542.991699
	Iteration 26Q: 3 clusters Score -912631.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -912647.187500 Penalty: 4542.991699
	Iteration 27Q: 3 clusters Score -912647.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -912661.562500 Penalty: 4542.991699
	Iteration 28Q: 3 clusters Score -912661.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -912667.937500 Penalty: 4542.991699
	Iteration 29Q: 3 clusters Score -912667.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -912675.562500 Penalty: 4542.991699
	Iteration 30Q: 3 clusters Score -912675.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -912687.125000 Penalty: 4542.991699
	Iteration 31Q: 3 clusters Score -912687.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -912692.000000 Penalty: 4542.991699
	Iteration 32Q: 3 clusters Score -912692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -912699.125000 Penalty: 4542.991699
	Iteration 33Q: 3 clusters Score -912699.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -912712.125000 Penalty: 4542.991699
	Iteration 34Q: 3 clusters Score -912712.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -912723.812500 Penalty: 4542.991699
	Iteration 35Q: 3 clusters Score -912723.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -912732.687500 Penalty: 4542.991699
	Iteration 36Q: 3 clusters Score -912732.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -912743.562500 Penalty: 4542.991699
	Iteration 37Q: 3 clusters Score -912743.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -912759.062500 Penalty: 4542.991699
	Iteration 38Q: 3 clusters Score -912759.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -912774.687500 Penalty: 4542.991699
	Iteration 39Q: 3 clusters Score -912774.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -912784.062500 Penalty: 4542.991699
	Iteration 40F: 3 clusters Score -912784.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -912793.125000 Penalty: 4542.991699
	Iteration 41Q: 3 clusters Score -912793.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -912801.437500 Penalty: 4542.991699
	Iteration 42Q: 3 clusters Score -912801.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -912808.375000 Penalty: 4542.991699
	Iteration 43Q: 3 clusters Score -912808.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -912818.312500 Penalty: 4542.991699
	Iteration 44Q: 3 clusters Score -912818.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -912824.562500 Penalty: 4542.991699
	Iteration 45Q: 3 clusters Score -912824.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -912831.750000 Penalty: 4542.991699
	Iteration 46Q: 3 clusters Score -912831.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -912838.875000 Penalty: 4542.991699
	Iteration 47Q: 3 clusters Score -912838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -912841.250000 Penalty: 4542.991699
	Iteration 48Q: 3 clusters Score -912841.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -912841.562500 Penalty: 4542.991699
	Iteration 49Q: 3 clusters Score -912841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -912845.125000 Penalty: 4542.991699
	Iteration 50Q: 3 clusters Score -912845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -912851.375000 Penalty: 4542.991699
	Iteration 51Q: 3 clusters Score -912851.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -912855.750000 Penalty: 4542.991699
	Iteration 52Q: 3 clusters Score -912855.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -912860.250000 Penalty: 4542.991699
	Iteration 53Q: 3 clusters Score -912860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -912862.625000 Penalty: 4542.991699
	Iteration 54Q: 3 clusters Score -912862.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -912870.125000 Penalty: 4542.991699
	Iteration 55Q: 3 clusters Score -912870.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -912875.562500 Penalty: 4542.991699
	Iteration 56Q: 3 clusters Score -912875.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -912884.125000 Penalty: 4542.991699
	Iteration 57Q: 3 clusters Score -912884.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -912896.437500 Penalty: 4542.991699
	Iteration 58Q: 3 clusters Score -912896.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -912911.312500 Penalty: 4542.991699
	Iteration 59Q: 3 clusters Score -912911.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -912924.937500 Penalty: 4542.991699
	Iteration 60F: 3 clusters Score -912924.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -912938.750000 Penalty: 4542.991699
	Iteration 61Q: 3 clusters Score -912938.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -912948.875000 Penalty: 4542.991699
	Iteration 62Q: 3 clusters Score -912948.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -912967.125000 Penalty: 4542.991699
	Iteration 63Q: 3 clusters Score -912967.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -912982.187500 Penalty: 4542.991699
	Iteration 64Q: 3 clusters Score -912982.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -912998.625000 Penalty: 4542.991699
	Iteration 65Q: 3 clusters Score -912998.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -913013.687500 Penalty: 4542.991699
	Iteration 66Q: 3 clusters Score -913013.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -913022.250000 Penalty: 4542.991699
	Iteration 67Q: 3 clusters Score -913022.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -913025.875000 Penalty: 4542.991699
	Iteration 68Q: 3 clusters Score -913025.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -913030.062500 Penalty: 4542.991699
	Iteration 69Q: 3 clusters Score -913030.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -913034.687500 Penalty: 4542.991699
	Iteration 70Q: 3 clusters Score -913034.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -913036.687500 Penalty: 4542.991699
	Iteration 71Q: 3 clusters Score -913036.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -913037.875000 Penalty: 4542.991699
	Iteration 72Q: 3 clusters Score -913037.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -913043.125000 Penalty: 4542.991699
	Iteration 73Q: 3 clusters Score -913043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -913046.375000 Penalty: 4542.991699
	Iteration 74Q: 3 clusters Score -913046.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -913046.812500 Penalty: 4542.991699
	Iteration 75Q: 3 clusters Score -913046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -913048.000000 Penalty: 4542.991699
	Iteration 76Q: 3 clusters Score -913048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -913049.437500 Penalty: 4542.991699
	Iteration 77Q: 3 clusters Score -913049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -913050.187500 Penalty: 4542.991699
	Iteration 78Q: 3 clusters Score -913050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -913050.312500 Penalty: 4542.991699
	Iteration 79Q: 3 clusters Score -913050.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -913050.312500 Penalty: 4542.991699
	Iteration 80F: 3 clusters Score -913050.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Entering Unmasked Estep 
Score: -323831.843750 Penalty: 2018.725952
	Iteration 0F: 2 clusters Score -323831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -320296.437500 Penalty: 4037.451904
	Iteration 0F: 3 clusters Score -320296.4 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -321071.781250 Penalty: 4037.451904
	Iteration 1F: 3 clusters Score -321071.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -321303.906250 Penalty: 4037.451904
	Iteration 2F: 3 clusters Score -321303.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -321517.281250 Penalty: 4037.451904
	Iteration 3F: 3 clusters Score -321517.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -321709.812500 Penalty: 4037.451904
	Iteration 4F: 3 clusters Score -321709.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -321824.156250 Penalty: 4037.451904
	Iteration 5Q: 3 clusters Score -321824.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -321900.343750 Penalty: 4037.451904
	Iteration 6Q: 3 clusters Score -321900.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -321951.093750 Penalty: 4037.451904
	Iteration 7Q: 3 clusters Score -321951.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -321995.156250 Penalty: 4037.451904
	Iteration 8Q: 3 clusters Score -321995.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -322029.562500 Penalty: 4037.451904
	Iteration 9Q: 3 clusters Score -322029.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -322054.343750 Penalty: 4037.451904
	Iteration 10Q: 3 clusters Score -322054.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -322078.000000 Penalty: 4037.451904
	Iteration 11Q: 3 clusters Score -322078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -322100.343750 Penalty: 4037.451904
	Iteration 12Q: 3 clusters Score -322100.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -322121.531250 Penalty: 4037.451904
	Iteration 13Q: 3 clusters Score -322121.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -322144.500000 Penalty: 4037.451904
	Iteration 14Q: 3 clusters Score -322144.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -322164.156250 Penalty: 4037.451904
	Iteration 15Q: 3 clusters Score -322164.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -322178.343750 Penalty: 4037.451904
	Iteration 16Q: 3 clusters Score -322178.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -322193.531250 Penalty: 4037.451904
	Iteration 17Q: 3 clusters Score -322193.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -322212.187500 Penalty: 4037.451904
	Iteration 18Q: 3 clusters Score -322212.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -322231.875000 Penalty: 4037.451904
	Iteration 19Q: 3 clusters Score -322231.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -322244.156250 Penalty: 4037.451904
	Iteration 20F: 3 clusters Score -322244.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -322258.843750 Penalty: 4037.451904
	Iteration 21Q: 3 clusters Score -322258.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -322275.093750 Penalty: 4037.451904
	Iteration 22Q: 3 clusters Score -322275.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -322288.000000 Penalty: 4037.451904
	Iteration 23Q: 3 clusters Score -322288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -322303.468750 Penalty: 4037.451904
	Iteration 24Q: 3 clusters Score -322303.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -322316.750000 Penalty: 4037.451904
	Iteration 25Q: 3 clusters Score -322316.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -322329.531250 Penalty: 4037.451904
	Iteration 26Q: 3 clusters Score -322329.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -322341.062500 Penalty: 4037.451904
	Iteration 27Q: 3 clusters Score -322341.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -322348.906250 Penalty: 4037.451904
	Iteration 28Q: 3 clusters Score -322348.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -322360.937500 Penalty: 4037.451904
	Iteration 29Q: 3 clusters Score -322360.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -322373.750000 Penalty: 4037.451904
	Iteration 30Q: 3 clusters Score -322373.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -322381.875000 Penalty: 4037.451904
	Iteration 31Q: 3 clusters Score -322381.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -322388.875000 Penalty: 4037.451904
	Iteration 32Q: 3 clusters Score -322388.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -322395.593750 Penalty: 4037.451904
	Iteration 33Q: 3 clusters Score -322395.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -322400.937500 Penalty: 4037.451904
	Iteration 34Q: 3 clusters Score -322400.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -322406.156250 Penalty: 4037.451904
	Iteration 35Q: 3 clusters Score -322406.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -322413.468750 Penalty: 4037.451904
	Iteration 36Q: 3 clusters Score -322413.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -322420.468750 Penalty: 4037.451904
	Iteration 37Q: 3 clusters Score -322420.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -322432.093750 Penalty: 4037.451904
	Iteration 38Q: 3 clusters Score -322432.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -322449.156250 Penalty: 4037.451904
	Iteration 39Q: 3 clusters Score -322449.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -322472.031250 Penalty: 4037.451904
	Iteration 40F: 3 clusters Score -322472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -322509.562500 Penalty: 4037.451904
	Iteration 41Q: 3 clusters Score -322509.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -322553.343750 Penalty: 4037.451904
	Iteration 42Q: 3 clusters Score -322553.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -322612.500000 Penalty: 4037.451904
	Iteration 43Q: 3 clusters Score -322612.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -322696.312500 Penalty: 4037.451904
	Iteration 44Q: 3 clusters Score -322696.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -322791.312500 Penalty: 4037.451904
	Iteration 45Q: 3 clusters Score -322791.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -322877.718750 Penalty: 4037.451904
	Iteration 46Q: 3 clusters Score -322877.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -322933.812500 Penalty: 4037.451904
	Iteration 47Q: 3 clusters Score -322933.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -322969.968750 Penalty: 4037.451904
	Iteration 48Q: 3 clusters Score -322970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -322991.343750 Penalty: 4037.451904
	Iteration 49Q: 3 clusters Score -322991.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -323000.843750 Penalty: 4037.451904
	Iteration 50Q: 3 clusters Score -323000.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -323008.656250 Penalty: 4037.451904
	Iteration 51Q: 3 clusters Score -323008.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -323016.031250 Penalty: 4037.451904
	Iteration 52Q: 3 clusters Score -323016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -323020.531250 Penalty: 4037.451904
	Iteration 53Q: 3 clusters Score -323020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -323023.625000 Penalty: 4037.451904
	Iteration 54Q: 3 clusters Score -323023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -323023.875000 Penalty: 4037.451904
	Iteration 55Q: 3 clusters Score -323023.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -323024.593750 Penalty: 4037.451904
	Iteration 56Q: 3 clusters Score -323024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -323025.187500 Penalty: 4037.451904
	Iteration 57Q: 3 clusters Score -323025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -323025.187500 Penalty: 4037.451904
	Iteration 58F: 3 clusters Score -323025.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Entering Unmasked Estep 
Score: -423689.187500 Penalty: 2114.289307
	Iteration 0F: 2 clusters Score -423689.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -419150.562500 Penalty: 4228.578613
	Iteration 0F: 3 clusters Score -419150.6 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -420452.687500 Penalty: 4228.578613
	Iteration 1F: 3 clusters Score -420452.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -420807.968750 Penalty: 4228.578613
	Iteration 2F: 3 clusters Score -420808 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -421074.437500 Penalty: 4228.578613
	Iteration 3F: 3 clusters Score -421074.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -421308.031250 Penalty: 4228.578613
	Iteration 4F: 3 clusters Score -421308 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -421437.468750 Penalty: 4228.578613
	Iteration 5Q: 3 clusters Score -421437.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -421536.593750 Penalty: 4228.578613
	Iteration 6Q: 3 clusters Score -421536.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -421628.406250 Penalty: 4228.578613
	Iteration 7Q: 3 clusters Score -421628.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -421722.812500 Penalty: 4228.578613
	Iteration 8Q: 3 clusters Score -421722.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -421837.562500 Penalty: 4228.578613
	Iteration 9Q: 3 clusters Score -421837.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -421927.656250 Penalty: 4228.578613
	Iteration 10Q: 3 clusters Score -421927.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -422022.187500 Penalty: 4228.578613
	Iteration 11Q: 3 clusters Score -422022.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -422130.500000 Penalty: 4228.578613
	Iteration 12Q: 3 clusters Score -422130.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -422239.718750 Penalty: 4228.578613
	Iteration 13Q: 3 clusters Score -422239.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -422348.156250 Penalty: 4228.578613
	Iteration 14Q: 3 clusters Score -422348.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -422464.375000 Penalty: 4228.578613
	Iteration 15Q: 3 clusters Score -422464.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -422570.375000 Penalty: 4228.578613
	Iteration 16Q: 3 clusters Score -422570.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -422629.031250 Penalty: 4228.578613
	Iteration 17Q: 3 clusters Score -422629 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -422685.781250 Penalty: 4228.578613
	Iteration 18Q: 3 clusters Score -422685.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -422731.187500 Penalty: 4228.578613
	Iteration 19Q: 3 clusters Score -422731.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -422777.500000 Penalty: 4228.578613
	Iteration 20F: 3 clusters Score -422777.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -422819.531250 Penalty: 4228.578613
	Iteration 21Q: 3 clusters Score -422819.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -422833.656250 Penalty: 4228.578613
	Iteration 22Q: 3 clusters Score -422833.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -422842.625000 Penalty: 4228.578613
	Iteration 23Q: 3 clusters Score -422842.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -422851.468750 Penalty: 4228.578613
	Iteration 24Q: 3 clusters Score -422851.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -422855.593750 Penalty: 4228.578613
	Iteration 25Q: 3 clusters Score -422855.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -422857.968750 Penalty: 4228.578613
	Iteration 26Q: 3 clusters Score -422858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -422857.906250 Penalty: 4228.578613
	Iteration 27Q: 3 clusters Score -422857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -422858.500000 Penalty: 4228.578613
	Iteration 28Q: 3 clusters Score -422858.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -422858.718750 Penalty: 4228.578613
	Iteration 29Q: 3 clusters Score -422858.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -422858.718750 Penalty: 4228.578613
	Iteration 30F: 3 clusters Score -422858.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61390 members 
Entering Unmasked Estep 
Score: -6178441.500000 Penalty: 2734.200684
	Iteration 0F: 2 clusters Score -6178442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -6137290.500000 Penalty: 5468.401367
	Iteration 0F: 3 clusters Score -6137290 nChanged 28531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -6153405.500000 Penalty: 5468.401367
	Iteration 1F: 3 clusters Score -6153406 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -6154205.500000 Penalty: 5468.401367
	Iteration 2Q: 3 clusters Score -6154206 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -6155359.500000 Penalty: 5468.401367
	Iteration 3Q: 3 clusters Score -6155360 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -6157139.500000 Penalty: 5468.401367
	Iteration 4F: 3 clusters Score -6157140 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -6159788.500000 Penalty: 5468.401367
	Iteration 5F: 3 clusters Score -6159788 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -6163707.500000 Penalty: 5468.401367
	Iteration 6F: 3 clusters Score -6163708 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -6168281.500000 Penalty: 5468.401367
	Iteration 7F: 3 clusters Score -6168282 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -6171635.000000 Penalty: 5468.401367
	Iteration 8F: 3 clusters Score -6171635 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -6173435.000000 Penalty: 5468.401367
	Iteration 9Q: 3 clusters Score -6173435 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -6174261.500000 Penalty: 5468.401367
	Iteration 10Q: 3 clusters Score -6174262 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -6174581.500000 Penalty: 5468.401367
	Iteration 11Q: 3 clusters Score -6174582 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -6174749.000000 Penalty: 5468.401367
	Iteration 12Q: 3 clusters Score -6174749 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -6174860.500000 Penalty: 5468.401367
	Iteration 13Q: 3 clusters Score -6174860 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -6174927.500000 Penalty: 5468.401367
	Iteration 14Q: 3 clusters Score -6174928 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -6174979.500000 Penalty: 5468.401367
	Iteration 15Q: 3 clusters Score -6174980 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -6175018.000000 Penalty: 5468.401367
	Iteration 16Q: 3 clusters Score -6175018 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -6175036.000000 Penalty: 5468.401367
	Iteration 17Q: 3 clusters Score -6175036 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -6175036.500000 Penalty: 5468.401367
	Iteration 18Q: 3 clusters Score -6175036 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -6175052.500000 Penalty: 5468.401367
	Iteration 19Q: 3 clusters Score -6175052 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -6175082.000000 Penalty: 5468.401367
	Iteration 20F: 3 clusters Score -6175082 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -6175073.000000 Penalty: 5468.401367
	Iteration 21Q: 3 clusters Score -6175073 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -6175085.000000 Penalty: 5468.401367
	Iteration 22Q: 3 clusters Score -6175085 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -6175106.500000 Penalty: 5468.401367
	Iteration 23Q: 3 clusters Score -6175106 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -6175111.000000 Penalty: 5468.401367
	Iteration 24Q: 3 clusters Score -6175111 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -6175119.000000 Penalty: 5468.401367
	Iteration 25Q: 3 clusters Score -6175119 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -6175142.000000 Penalty: 5468.401367
	Iteration 26Q: 3 clusters Score -6175142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -6175135.500000 Penalty: 5468.401367
	Iteration 27Q: 3 clusters Score -6175136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -6175143.000000 Penalty: 5468.401367
	Iteration 28Q: 3 clusters Score -6175143 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -6175154.500000 Penalty: 5468.401367
	Iteration 29Q: 3 clusters Score -6175154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -6175160.000000 Penalty: 5468.401367
	Iteration 30Q: 3 clusters Score -6175160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -6175163.500000 Penalty: 5468.401367
	Iteration 31Q: 3 clusters Score -6175164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -6175156.500000 Penalty: 5468.401367
	Iteration 32Q: 3 clusters Score -6175156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -6175154.500000 Penalty: 5468.401367
	Iteration 33Q: 3 clusters Score -6175154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -6175152.500000 Penalty: 5468.401367
	Iteration 34Q: 3 clusters Score -6175152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -6175156.500000 Penalty: 5468.401367
	Iteration 35Q: 3 clusters Score -6175156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -6175146.500000 Penalty: 5468.401367
	Iteration 36Q: 3 clusters Score -6175146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -6175156.000000 Penalty: 5468.401367
	Iteration 37Q: 3 clusters Score -6175156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -6175157.500000 Penalty: 5468.401367
	Iteration 38Q: 3 clusters Score -6175158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -6175172.500000 Penalty: 5468.401367
	Iteration 39Q: 3 clusters Score -6175172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -6175189.500000 Penalty: 5468.401367
	Iteration 40F: 3 clusters Score -6175190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -6175182.500000 Penalty: 5468.401367
	Iteration 41Q: 3 clusters Score -6175182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -6175188.500000 Penalty: 5468.401367
	Iteration 42Q: 3 clusters Score -6175188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -6175194.500000 Penalty: 5468.401367
	Iteration 43Q: 3 clusters Score -6175194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -6175189.500000 Penalty: 5468.401367
	Iteration 44Q: 3 clusters Score -6175190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -6175185.000000 Penalty: 5468.401367
	Iteration 45Q: 3 clusters Score -6175185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -6175193.500000 Penalty: 5468.401367
	Iteration 46Q: 3 clusters Score -6175194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -6175196.000000 Penalty: 5468.401367
	Iteration 47Q: 3 clusters Score -6175196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -6175199.000000 Penalty: 5468.401367
	Iteration 48Q: 3 clusters Score -6175199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -6175196.000000 Penalty: 5468.401367
	Iteration 49Q: 3 clusters Score -6175196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -6175199.000000 Penalty: 5468.401367
	Iteration 50Q: 3 clusters Score -6175199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -6175211.500000 Penalty: 5468.401367
	Iteration 51Q: 3 clusters Score -6175212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -6175213.000000 Penalty: 5468.401367
	Iteration 52Q: 3 clusters Score -6175213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -6175220.000000 Penalty: 5468.401367
	Iteration 53Q: 3 clusters Score -6175220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -6175235.000000 Penalty: 5468.401367
	Iteration 54Q: 3 clusters Score -6175235 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -6175231.500000 Penalty: 5468.401367
	Iteration 55Q: 3 clusters Score -6175232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -6175248.500000 Penalty: 5468.401367
	Iteration 56Q: 3 clusters Score -6175248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -6175254.500000 Penalty: 5468.401367
	Iteration 57Q: 3 clusters Score -6175254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -6175244.000000 Penalty: 5468.401367
	Iteration 58Q: 3 clusters Score -6175244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -6175238.500000 Penalty: 5468.401367
	Iteration 59Q: 3 clusters Score -6175238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -6175251.500000 Penalty: 5468.401367
	Iteration 60F: 3 clusters Score -6175252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -6175265.000000 Penalty: 5468.401367
	Iteration 61Q: 3 clusters Score -6175265 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -6175267.000000 Penalty: 5468.401367
	Iteration 62Q: 3 clusters Score -6175267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -6175265.000000 Penalty: 5468.401367
	Iteration 63Q: 3 clusters Score -6175265 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -6175258.000000 Penalty: 5468.401367
	Iteration 64Q: 3 clusters Score -6175258 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -6175271.500000 Penalty: 5468.401367
	Iteration 65Q: 3 clusters Score -6175272 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -6175278.000000 Penalty: 5468.401367
	Iteration 66Q: 3 clusters Score -6175278 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -6175282.500000 Penalty: 5468.401367
	Iteration 67Q: 3 clusters Score -6175282 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -6175290.000000 Penalty: 5468.401367
	Iteration 68Q: 3 clusters Score -6175290 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -6175313.000000 Penalty: 5468.401367
	Iteration 69Q: 3 clusters Score -6175313 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -6175332.000000 Penalty: 5468.401367
	Iteration 70Q: 3 clusters Score -6175332 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -6175356.500000 Penalty: 5468.401367
	Iteration 71Q: 3 clusters Score -6175356 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -6175411.500000 Penalty: 5468.401367
	Iteration 72Q: 3 clusters Score -6175412 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -6175461.500000 Penalty: 5468.401367
	Iteration 73Q: 3 clusters Score -6175462 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -6175558.500000 Penalty: 5468.401367
	Iteration 74Q: 3 clusters Score -6175558 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -6175626.000000 Penalty: 5468.401367
	Iteration 75Q: 3 clusters Score -6175626 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -6175739.500000 Penalty: 5468.401367
	Iteration 76Q: 3 clusters Score -6175740 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -6175895.500000 Penalty: 5468.401367
	Iteration 77Q: 3 clusters Score -6175896 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -6176043.000000 Penalty: 5468.401367
	Iteration 78Q: 3 clusters Score -6176043 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -6176142.500000 Penalty: 5468.401367
	Iteration 79Q: 3 clusters Score -6176142 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -6176206.500000 Penalty: 5468.401367
	Iteration 80F: 3 clusters Score -6176206 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -6176275.000000 Penalty: 5468.401367
	Iteration 81Q: 3 clusters Score -6176275 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -6176352.000000 Penalty: 5468.401367
	Iteration 82Q: 3 clusters Score -6176352 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -6176417.000000 Penalty: 5468.401367
	Iteration 83Q: 3 clusters Score -6176417 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -6176462.000000 Penalty: 5468.401367
	Iteration 84Q: 3 clusters Score -6176462 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -6176506.500000 Penalty: 5468.401367
	Iteration 85Q: 3 clusters Score -6176506 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -6176561.000000 Penalty: 5468.401367
	Iteration 86Q: 3 clusters Score -6176561 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -6176599.500000 Penalty: 5468.401367
	Iteration 87Q: 3 clusters Score -6176600 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -6176611.500000 Penalty: 5468.401367
	Iteration 88Q: 3 clusters Score -6176612 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -6176616.000000 Penalty: 5468.401367
	Iteration 89Q: 3 clusters Score -6176616 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -6176635.500000 Penalty: 5468.401367
	Iteration 90Q: 3 clusters Score -6176636 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -6176651.000000 Penalty: 5468.401367
	Iteration 91Q: 3 clusters Score -6176651 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -6176655.500000 Penalty: 5468.401367
	Iteration 92Q: 3 clusters Score -6176656 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -6176670.000000 Penalty: 5468.401367
	Iteration 93Q: 3 clusters Score -6176670 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -6176672.500000 Penalty: 5468.401367
	Iteration 94Q: 3 clusters Score -6176672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -6176681.000000 Penalty: 5468.401367
	Iteration 95Q: 3 clusters Score -6176681 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -6176698.000000 Penalty: 5468.401367
	Iteration 96Q: 3 clusters Score -6176698 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -6176684.000000 Penalty: 5468.401367
	Iteration 97Q: 3 clusters Score -6176684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -6176708.500000 Penalty: 5468.401367
	Iteration 98Q: 3 clusters Score -6176708 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -6176712.000000 Penalty: 5468.401367
	Iteration 99Q: 3 clusters Score -6176712 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -6176725.000000 Penalty: 5468.401367
	Iteration 100F: 3 clusters Score -6176725 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -6176725.000000 Penalty: 5468.401367
	Iteration 101Q: 3 clusters Score -6176725 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -6176725.500000 Penalty: 5468.401367
	Iteration 102Q: 3 clusters Score -6176726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -6176744.000000 Penalty: 5468.401367
	Iteration 103Q: 3 clusters Score -6176744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -6176759.500000 Penalty: 5468.401367
	Iteration 104Q: 3 clusters Score -6176760 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -6176792.000000 Penalty: 5468.401367
	Iteration 105Q: 3 clusters Score -6176792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -6176822.500000 Penalty: 5468.401367
	Iteration 106Q: 3 clusters Score -6176822 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -6176838.500000 Penalty: 5468.401367
	Iteration 107Q: 3 clusters Score -6176838 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -6176863.000000 Penalty: 5468.401367
	Iteration 108Q: 3 clusters Score -6176863 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -6176871.000000 Penalty: 5468.401367
	Iteration 109Q: 3 clusters Score -6176871 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -6176909.500000 Penalty: 5468.401367
	Iteration 110Q: 3 clusters Score -6176910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -6176914.500000 Penalty: 5468.401367
	Iteration 111Q: 3 clusters Score -6176914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -6176924.000000 Penalty: 5468.401367
	Iteration 112Q: 3 clusters Score -6176924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -6176931.000000 Penalty: 5468.401367
	Iteration 113Q: 3 clusters Score -6176931 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -6176937.000000 Penalty: 5468.401367
	Iteration 114Q: 3 clusters Score -6176937 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -6176928.000000 Penalty: 5468.401367
	Iteration 115Q: 3 clusters Score -6176928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -6176927.500000 Penalty: 5468.401367
	Iteration 116Q: 3 clusters Score -6176928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 57413 members 
Entering Unmasked Estep 
Score: -6176927.000000 Penalty: 5468.401367
	Iteration 117Q: 3 clusters Score -6176927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -6176944.500000 Penalty: 5468.401367
	Iteration 118Q: 3 clusters Score -6176944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -6176952.000000 Penalty: 5468.401367
	Iteration 119Q: 3 clusters Score -6176952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -6176969.000000 Penalty: 5468.401367
	Iteration 120F: 3 clusters Score -6176969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -6176966.000000 Penalty: 5468.401367
	Iteration 121Q: 3 clusters Score -6176966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -6176966.000000 Penalty: 5468.401367
	Iteration 122Q: 3 clusters Score -6176966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -6176963.000000 Penalty: 5468.401367
	Iteration 123Q: 3 clusters Score -6176963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -6176969.000000 Penalty: 5468.401367
	Iteration 124Q: 3 clusters Score -6176969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 57605 members 
Entering Unmasked Estep 
Score: -6176971.000000 Penalty: 5468.401367
	Iteration 125Q: 3 clusters Score -6176971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -6176966.500000 Penalty: 5468.401367
	Iteration 126Q: 3 clusters Score -6176966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -6176970.000000 Penalty: 5468.401367
	Iteration 127Q: 3 clusters Score -6176970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -6176967.500000 Penalty: 5468.401367
	Iteration 128Q: 3 clusters Score -6176968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -6176972.500000 Penalty: 5468.401367
	Iteration 129Q: 3 clusters Score -6176972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -6176969.500000 Penalty: 5468.401367
	Iteration 130Q: 3 clusters Score -6176970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -6176978.500000 Penalty: 5468.401367
	Iteration 131Q: 3 clusters Score -6176978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -6176982.000000 Penalty: 5468.401367
	Iteration 132Q: 3 clusters Score -6176982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -6176980.000000 Penalty: 5468.401367
	Iteration 133Q: 3 clusters Score -6176980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -6176987.000000 Penalty: 5468.401367
	Iteration 134Q: 3 clusters Score -6176987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -6176983.000000 Penalty: 5468.401367
	Iteration 135Q: 3 clusters Score -6176983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -6176985.500000 Penalty: 5468.401367
	Iteration 136Q: 3 clusters Score -6176986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 57775 members 
Entering Unmasked Estep 
Score: -6176989.000000 Penalty: 5468.401367
	Iteration 137Q: 3 clusters Score -6176989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -6176985.000000 Penalty: 5468.401367
	Iteration 138Q: 3 clusters Score -6176985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -6176985.000000 Penalty: 5468.401367
	Iteration 139Q: 3 clusters Score -6176985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -6176982.500000 Penalty: 5468.401367
	Iteration 140F: 3 clusters Score -6176982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -6176980.500000 Penalty: 5468.401367
	Iteration 141Q: 3 clusters Score -6176980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -6176987.000000 Penalty: 5468.401367
	Iteration 142Q: 3 clusters Score -6176987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -6176981.500000 Penalty: 5468.401367
	Iteration 143Q: 3 clusters Score -6176982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -6176988.500000 Penalty: 5468.401367
	Iteration 144Q: 3 clusters Score -6176988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -6176984.000000 Penalty: 5468.401367
	Iteration 145Q: 3 clusters Score -6176984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -6176986.500000 Penalty: 5468.401367
	Iteration 146Q: 3 clusters Score -6176986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -6176985.500000 Penalty: 5468.401367
	Iteration 147Q: 3 clusters Score -6176986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -6176985.000000 Penalty: 5468.401367
	Iteration 148Q: 3 clusters Score -6176985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -6176985.500000 Penalty: 5468.401367
	Iteration 149Q: 3 clusters Score -6176986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -6176984.500000 Penalty: 5468.401367
	Iteration 150Q: 3 clusters Score -6176984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -6176984.500000 Penalty: 5468.401367
	Iteration 151F: 3 clusters Score -6176984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -162757.109375 Penalty: 1845.010742
	Iteration 0F: 2 clusters Score -162757.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -160330.484375 Penalty: 3690.021484
	Iteration 0F: 3 clusters Score -160330.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -160788.453125 Penalty: 3690.021484
	Iteration 1F: 3 clusters Score -160788.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -160934.109375 Penalty: 3690.021484
	Iteration 2F: 3 clusters Score -160934.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -161021.984375 Penalty: 3690.021484
	Iteration 3Q: 3 clusters Score -161022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -161063.359375 Penalty: 3690.021484
	Iteration 4Q: 3 clusters Score -161063.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -161096.687500 Penalty: 3690.021484
	Iteration 5Q: 3 clusters Score -161096.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -161131.703125 Penalty: 3690.021484
	Iteration 6Q: 3 clusters Score -161131.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -161165.312500 Penalty: 3690.021484
	Iteration 7Q: 3 clusters Score -161165.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -161205.843750 Penalty: 3690.021484
	Iteration 8Q: 3 clusters Score -161205.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -161249.984375 Penalty: 3690.021484
	Iteration 9Q: 3 clusters Score -161250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -161306.734375 Penalty: 3690.021484
	Iteration 10Q: 3 clusters Score -161306.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -161380.140625 Penalty: 3690.021484
	Iteration 11Q: 3 clusters Score -161380.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -161443.296875 Penalty: 3690.021484
	Iteration 12Q: 3 clusters Score -161443.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -161496.031250 Penalty: 3690.021484
	Iteration 13Q: 3 clusters Score -161496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -161549.031250 Penalty: 3690.021484
	Iteration 14Q: 3 clusters Score -161549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -161582.437500 Penalty: 3690.021484
	Iteration 15Q: 3 clusters Score -161582.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -161600.015625 Penalty: 3690.021484
	Iteration 16Q: 3 clusters Score -161600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -161615.406250 Penalty: 3690.021484
	Iteration 17Q: 3 clusters Score -161615.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -161625.625000 Penalty: 3690.021484
	Iteration 18Q: 3 clusters Score -161625.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -161630.250000 Penalty: 3690.021484
	Iteration 19Q: 3 clusters Score -161630.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -161635.062500 Penalty: 3690.021484
	Iteration 20F: 3 clusters Score -161635.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -161637.234375 Penalty: 3690.021484
	Iteration 21Q: 3 clusters Score -161637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -161638.765625 Penalty: 3690.021484
	Iteration 22Q: 3 clusters Score -161638.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -161640.312500 Penalty: 3690.021484
	Iteration 23Q: 3 clusters Score -161640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -161641.640625 Penalty: 3690.021484
	Iteration 24Q: 3 clusters Score -161641.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -161644.906250 Penalty: 3690.021484
	Iteration 25Q: 3 clusters Score -161644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -161650.265625 Penalty: 3690.021484
	Iteration 26Q: 3 clusters Score -161650.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -161652.843750 Penalty: 3690.021484
	Iteration 27Q: 3 clusters Score -161652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -161654.140625 Penalty: 3690.021484
	Iteration 28Q: 3 clusters Score -161654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -161655.328125 Penalty: 3690.021484
	Iteration 29Q: 3 clusters Score -161655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -161655.328125 Penalty: 3690.021484
	Iteration 30F: 3 clusters Score -161655.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Entering Unmasked Estep 
Score: -3480056.000000 Penalty: 2599.607666
	Iteration 0F: 2 clusters Score -3480056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3455806.000000 Penalty: 5199.215332
	Iteration 0F: 3 clusters Score -3455806 nChanged 16148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3464566.750000 Penalty: 5199.215332
	Iteration 1F: 3 clusters Score -3464567 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3465163.000000 Penalty: 5199.215332
	Iteration 2Q: 3 clusters Score -3465163 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -3465743.500000 Penalty: 5199.215332
	Iteration 3Q: 3 clusters Score -3465744 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3466341.750000 Penalty: 5199.215332
	Iteration 4Q: 3 clusters Score -3466342 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -3466987.000000 Penalty: 5199.215332
	Iteration 5Q: 3 clusters Score -3466987 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -3467688.500000 Penalty: 5199.215332
	Iteration 6Q: 3 clusters Score -3467688 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3468438.250000 Penalty: 5199.215332
	Iteration 7Q: 3 clusters Score -3468438 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -3469246.750000 Penalty: 5199.215332
	Iteration 8Q: 3 clusters Score -3469247 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -3470068.250000 Penalty: 5199.215332
	Iteration 9Q: 3 clusters Score -3470068 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3470891.750000 Penalty: 5199.215332
	Iteration 10Q: 3 clusters Score -3470892 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3471635.250000 Penalty: 5199.215332
	Iteration 11Q: 3 clusters Score -3471635 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3472313.750000 Penalty: 5199.215332
	Iteration 12Q: 3 clusters Score -3472314 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3472837.500000 Penalty: 5199.215332
	Iteration 13Q: 3 clusters Score -3472838 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -3473217.000000 Penalty: 5199.215332
	Iteration 14Q: 3 clusters Score -3473217 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -3473508.500000 Penalty: 5199.215332
	Iteration 15Q: 3 clusters Score -3473508 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3473726.750000 Penalty: 5199.215332
	Iteration 16Q: 3 clusters Score -3473727 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3473905.500000 Penalty: 5199.215332
	Iteration 17Q: 3 clusters Score -3473906 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3474051.750000 Penalty: 5199.215332
	Iteration 18Q: 3 clusters Score -3474052 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3474195.500000 Penalty: 5199.215332
	Iteration 19Q: 3 clusters Score -3474196 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3474349.500000 Penalty: 5199.215332
	Iteration 20F: 3 clusters Score -3474350 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3474483.000000 Penalty: 5199.215332
	Iteration 21Q: 3 clusters Score -3474483 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3474630.500000 Penalty: 5199.215332
	Iteration 22Q: 3 clusters Score -3474630 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3474806.750000 Penalty: 5199.215332
	Iteration 23Q: 3 clusters Score -3474807 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3474937.500000 Penalty: 5199.215332
	Iteration 24Q: 3 clusters Score -3474938 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3475093.250000 Penalty: 5199.215332
	Iteration 25Q: 3 clusters Score -3475093 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3475280.750000 Penalty: 5199.215332
	Iteration 26Q: 3 clusters Score -3475281 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -3475434.000000 Penalty: 5199.215332
	Iteration 27Q: 3 clusters Score -3475434 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3475615.250000 Penalty: 5199.215332
	Iteration 28Q: 3 clusters Score -3475615 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3475792.750000 Penalty: 5199.215332
	Iteration 29Q: 3 clusters Score -3475793 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3475941.250000 Penalty: 5199.215332
	Iteration 30Q: 3 clusters Score -3475941 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3476097.750000 Penalty: 5199.215332
	Iteration 31Q: 3 clusters Score -3476098 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3476246.750000 Penalty: 5199.215332
	Iteration 32Q: 3 clusters Score -3476247 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3476390.750000 Penalty: 5199.215332
	Iteration 33Q: 3 clusters Score -3476391 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -3476552.000000 Penalty: 5199.215332
	Iteration 34Q: 3 clusters Score -3476552 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -3476706.500000 Penalty: 5199.215332
	Iteration 35Q: 3 clusters Score -3476706 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -3476887.750000 Penalty: 5199.215332
	Iteration 36Q: 3 clusters Score -3476888 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -3477068.750000 Penalty: 5199.215332
	Iteration 37Q: 3 clusters Score -3477069 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3477291.250000 Penalty: 5199.215332
	Iteration 38Q: 3 clusters Score -3477291 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3477530.500000 Penalty: 5199.215332
	Iteration 39Q: 3 clusters Score -3477530 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3477874.500000 Penalty: 5199.215332
	Iteration 40F: 3 clusters Score -3477874 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -3478296.000000 Penalty: 5199.215332
	Iteration 41Q: 3 clusters Score -3478296 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3478754.000000 Penalty: 5199.215332
	Iteration 42Q: 3 clusters Score -3478754 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3479097.500000 Penalty: 5199.215332
	Iteration 43Q: 3 clusters Score -3479098 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3479396.750000 Penalty: 5199.215332
	Iteration 44Q: 3 clusters Score -3479397 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3479571.000000 Penalty: 5199.215332
	Iteration 45Q: 3 clusters Score -3479571 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -3479678.500000 Penalty: 5199.215332
	Iteration 46Q: 3 clusters Score -3479678 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3479750.750000 Penalty: 5199.215332
	Iteration 47Q: 3 clusters Score -3479751 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3479784.250000 Penalty: 5199.215332
	Iteration 48Q: 3 clusters Score -3479784 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -3479788.750000 Penalty: 5199.215332
	Iteration 49Q: 3 clusters Score -3479789 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3479787.750000 Penalty: 5199.215332
	Iteration 50Q: 3 clusters Score -3479788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -3479799.000000 Penalty: 5199.215332
	Iteration 51Q: 3 clusters Score -3479799 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3479811.000000 Penalty: 5199.215332
	Iteration 52Q: 3 clusters Score -3479811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3479803.500000 Penalty: 5199.215332
	Iteration 53Q: 3 clusters Score -3479804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3479807.750000 Penalty: 5199.215332
	Iteration 54Q: 3 clusters Score -3479808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3479810.000000 Penalty: 5199.215332
	Iteration 55Q: 3 clusters Score -3479810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -3479810.250000 Penalty: 5199.215332
	Iteration 56Q: 3 clusters Score -3479810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -3479810.250000 Penalty: 5199.215332
	Iteration 57Q: 3 clusters Score -3479810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3479812.500000 Penalty: 5199.215332
	Iteration 58Q: 3 clusters Score -3479812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -3479815.750000 Penalty: 5199.215332
	Iteration 59Q: 3 clusters Score -3479816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3479806.500000 Penalty: 5199.215332
	Iteration 60F: 3 clusters Score -3479806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -3479806.500000 Penalty: 5199.215332
	Iteration 61Q: 3 clusters Score -3479806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3479806.500000 Penalty: 5199.215332
	Iteration 62Q: 3 clusters Score -3479806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -3479805.000000 Penalty: 5199.215332
	Iteration 63Q: 3 clusters Score -3479805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3479808.250000 Penalty: 5199.215332
	Iteration 64Q: 3 clusters Score -3479808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -3479807.250000 Penalty: 5199.215332
	Iteration 65Q: 3 clusters Score -3479807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -3479806.000000 Penalty: 5199.215332
	Iteration 66Q: 3 clusters Score -3479806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3479800.500000 Penalty: 5199.215332
	Iteration 67Q: 3 clusters Score -3479800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -3479801.750000 Penalty: 5199.215332
	Iteration 68Q: 3 clusters Score -3479802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -3479801.750000 Penalty: 5199.215332
	Iteration 69F: 3 clusters Score -3479802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Entering Unmasked Estep 
Score: -1681011.000000 Penalty: 2406.667480
	Iteration 0F: 2 clusters Score -1681011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1669226.875000 Penalty: 4813.334961
	Iteration 0F: 3 clusters Score -1669227 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1673248.125000 Penalty: 4813.334961
	Iteration 1F: 3 clusters Score -1673248 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1673680.125000 Penalty: 4813.334961
	Iteration 2F: 3 clusters Score -1673680 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1674029.875000 Penalty: 4813.334961
	Iteration 3F: 3 clusters Score -1674030 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1674355.875000 Penalty: 4813.334961
	Iteration 4Q: 3 clusters Score -1674356 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1674699.625000 Penalty: 4813.334961
	Iteration 5Q: 3 clusters Score -1674700 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1675055.375000 Penalty: 4813.334961
	Iteration 6Q: 3 clusters Score -1675055 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1675507.875000 Penalty: 4813.334961
	Iteration 7Q: 3 clusters Score -1675508 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1676034.250000 Penalty: 4813.334961
	Iteration 8Q: 3 clusters Score -1676034 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1676586.000000 Penalty: 4813.334961
	Iteration 9Q: 3 clusters Score -1676586 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1677075.250000 Penalty: 4813.334961
	Iteration 10Q: 3 clusters Score -1677075 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1677459.500000 Penalty: 4813.334961
	Iteration 11Q: 3 clusters Score -1677460 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1677812.500000 Penalty: 4813.334961
	Iteration 12Q: 3 clusters Score -1677812 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1678124.375000 Penalty: 4813.334961
	Iteration 13Q: 3 clusters Score -1678124 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1678362.875000 Penalty: 4813.334961
	Iteration 14Q: 3 clusters Score -1678363 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1678563.000000 Penalty: 4813.334961
	Iteration 15Q: 3 clusters Score -1678563 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1678693.375000 Penalty: 4813.334961
	Iteration 16Q: 3 clusters Score -1678693 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1678774.875000 Penalty: 4813.334961
	Iteration 17Q: 3 clusters Score -1678775 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1678840.250000 Penalty: 4813.334961
	Iteration 18Q: 3 clusters Score -1678840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1678882.250000 Penalty: 4813.334961
	Iteration 19Q: 3 clusters Score -1678882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1678915.500000 Penalty: 4813.334961
	Iteration 20F: 3 clusters Score -1678916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1678931.125000 Penalty: 4813.334961
	Iteration 21Q: 3 clusters Score -1678931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1678940.500000 Penalty: 4813.334961
	Iteration 22Q: 3 clusters Score -1678940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1678949.750000 Penalty: 4813.334961
	Iteration 23Q: 3 clusters Score -1678950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1678957.250000 Penalty: 4813.334961
	Iteration 24Q: 3 clusters Score -1678957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1678961.750000 Penalty: 4813.334961
	Iteration 25Q: 3 clusters Score -1678962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1678973.250000 Penalty: 4813.334961
	Iteration 26Q: 3 clusters Score -1678973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1678978.250000 Penalty: 4813.334961
	Iteration 27Q: 3 clusters Score -1678978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1678984.000000 Penalty: 4813.334961
	Iteration 28Q: 3 clusters Score -1678984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1678993.625000 Penalty: 4813.334961
	Iteration 29Q: 3 clusters Score -1678994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1679003.250000 Penalty: 4813.334961
	Iteration 30Q: 3 clusters Score -1679003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1679002.375000 Penalty: 4813.334961
	Iteration 31Q: 3 clusters Score -1679002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1679001.000000 Penalty: 4813.334961
	Iteration 32Q: 3 clusters Score -1679001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1679002.125000 Penalty: 4813.334961
	Iteration 33Q: 3 clusters Score -1679002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1679006.125000 Penalty: 4813.334961
	Iteration 34Q: 3 clusters Score -1679006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1679010.750000 Penalty: 4813.334961
	Iteration 35Q: 3 clusters Score -1679011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1679015.000000 Penalty: 4813.334961
	Iteration 36Q: 3 clusters Score -1679015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1679016.250000 Penalty: 4813.334961
	Iteration 37Q: 3 clusters Score -1679016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1679021.750000 Penalty: 4813.334961
	Iteration 38Q: 3 clusters Score -1679022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1679024.250000 Penalty: 4813.334961
	Iteration 39Q: 3 clusters Score -1679024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1679029.375000 Penalty: 4813.334961
	Iteration 40F: 3 clusters Score -1679029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1679029.500000 Penalty: 4813.334961
	Iteration 41Q: 3 clusters Score -1679030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1679036.625000 Penalty: 4813.334961
	Iteration 42Q: 3 clusters Score -1679037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1679037.750000 Penalty: 4813.334961
	Iteration 43Q: 3 clusters Score -1679038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1679040.000000 Penalty: 4813.334961
	Iteration 44Q: 3 clusters Score -1679040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1679043.375000 Penalty: 4813.334961
	Iteration 45Q: 3 clusters Score -1679043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1679040.625000 Penalty: 4813.334961
	Iteration 46Q: 3 clusters Score -1679041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1679043.125000 Penalty: 4813.334961
	Iteration 47Q: 3 clusters Score -1679043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1679045.625000 Penalty: 4813.334961
	Iteration 48Q: 3 clusters Score -1679046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1679046.625000 Penalty: 4813.334961
	Iteration 49Q: 3 clusters Score -1679047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1679047.000000 Penalty: 4813.334961
	Iteration 50Q: 3 clusters Score -1679047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1679047.375000 Penalty: 4813.334961
	Iteration 51Q: 3 clusters Score -1679047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1679047.250000 Penalty: 4813.334961
	Iteration 52Q: 3 clusters Score -1679047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1679048.250000 Penalty: 4813.334961
	Iteration 53Q: 3 clusters Score -1679048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1679049.125000 Penalty: 4813.334961
	Iteration 54Q: 3 clusters Score -1679049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1679051.000000 Penalty: 4813.334961
	Iteration 55Q: 3 clusters Score -1679051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1679053.250000 Penalty: 4813.334961
	Iteration 56Q: 3 clusters Score -1679053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1679057.000000 Penalty: 4813.334961
	Iteration 57Q: 3 clusters Score -1679057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1679056.375000 Penalty: 4813.334961
	Iteration 58Q: 3 clusters Score -1679056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1679057.500000 Penalty: 4813.334961
	Iteration 59Q: 3 clusters Score -1679058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1679057.500000 Penalty: 4813.334961
	Iteration 60F: 3 clusters Score -1679058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Entering Unmasked Estep 
Score: -3271970.500000 Penalty: 2600.204834
	Iteration 0F: 2 clusters Score -3271970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3247595.500000 Penalty: 5200.409668
	Iteration 0F: 3 clusters Score -3247596 nChanged 16319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -3256776.250000 Penalty: 5200.409668
	Iteration 1F: 3 clusters Score -3256776 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -3257365.750000 Penalty: 5200.409668
	Iteration 2Q: 3 clusters Score -3257366 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -3257957.750000 Penalty: 5200.409668
	Iteration 3Q: 3 clusters Score -3257958 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3258521.750000 Penalty: 5200.409668
	Iteration 4Q: 3 clusters Score -3258522 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3259124.500000 Penalty: 5200.409668
	Iteration 5Q: 3 clusters Score -3259124 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3259784.000000 Penalty: 5200.409668
	Iteration 6Q: 3 clusters Score -3259784 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3260543.750000 Penalty: 5200.409668
	Iteration 7Q: 3 clusters Score -3260544 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3261468.000000 Penalty: 5200.409668
	Iteration 8Q: 3 clusters Score -3261468 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3262408.500000 Penalty: 5200.409668
	Iteration 9Q: 3 clusters Score -3262408 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3263432.500000 Penalty: 5200.409668
	Iteration 10Q: 3 clusters Score -3263432 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3264326.000000 Penalty: 5200.409668
	Iteration 11Q: 3 clusters Score -3264326 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3265202.750000 Penalty: 5200.409668
	Iteration 12Q: 3 clusters Score -3265203 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -3266008.000000 Penalty: 5200.409668
	Iteration 13Q: 3 clusters Score -3266008 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3266722.750000 Penalty: 5200.409668
	Iteration 14Q: 3 clusters Score -3266723 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3267366.000000 Penalty: 5200.409668
	Iteration 15Q: 3 clusters Score -3267366 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3267914.750000 Penalty: 5200.409668
	Iteration 16Q: 3 clusters Score -3267915 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3268353.750000 Penalty: 5200.409668
	Iteration 17Q: 3 clusters Score -3268354 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3268776.500000 Penalty: 5200.409668
	Iteration 18Q: 3 clusters Score -3268776 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3269094.000000 Penalty: 5200.409668
	Iteration 19Q: 3 clusters Score -3269094 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3269384.750000 Penalty: 5200.409668
	Iteration 20F: 3 clusters Score -3269385 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3269579.000000 Penalty: 5200.409668
	Iteration 21Q: 3 clusters Score -3269579 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3269736.250000 Penalty: 5200.409668
	Iteration 22Q: 3 clusters Score -3269736 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3269829.000000 Penalty: 5200.409668
	Iteration 23Q: 3 clusters Score -3269829 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3269912.000000 Penalty: 5200.409668
	Iteration 24Q: 3 clusters Score -3269912 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3269971.250000 Penalty: 5200.409668
	Iteration 25Q: 3 clusters Score -3269971 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3270008.250000 Penalty: 5200.409668
	Iteration 26Q: 3 clusters Score -3270008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3270039.750000 Penalty: 5200.409668
	Iteration 27Q: 3 clusters Score -3270040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3270058.750000 Penalty: 5200.409668
	Iteration 28Q: 3 clusters Score -3270059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3270065.250000 Penalty: 5200.409668
	Iteration 29Q: 3 clusters Score -3270065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3270068.000000 Penalty: 5200.409668
	Iteration 30Q: 3 clusters Score -3270068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3270068.250000 Penalty: 5200.409668
	Iteration 31Q: 3 clusters Score -3270068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3270071.000000 Penalty: 5200.409668
	Iteration 32Q: 3 clusters Score -3270071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3270073.000000 Penalty: 5200.409668
	Iteration 33Q: 3 clusters Score -3270073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3270070.000000 Penalty: 5200.409668
	Iteration 34Q: 3 clusters Score -3270070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3270075.500000 Penalty: 5200.409668
	Iteration 35Q: 3 clusters Score -3270076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3270079.750000 Penalty: 5200.409668
	Iteration 36Q: 3 clusters Score -3270080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3270080.750000 Penalty: 5200.409668
	Iteration 37Q: 3 clusters Score -3270081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3270083.250000 Penalty: 5200.409668
	Iteration 38Q: 3 clusters Score -3270083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3270081.250000 Penalty: 5200.409668
	Iteration 39Q: 3 clusters Score -3270081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3270084.500000 Penalty: 5200.409668
	Iteration 40F: 3 clusters Score -3270084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3270085.000000 Penalty: 5200.409668
	Iteration 41Q: 3 clusters Score -3270085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3270085.000000 Penalty: 5200.409668
	Iteration 42F: 3 clusters Score -3270085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Entering Unmasked Estep 
Score: -566562.187500 Penalty: 2179.154785
	Iteration 0F: 2 clusters Score -566562.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -561147.062500 Penalty: 4358.309570
	Iteration 0F: 3 clusters Score -561147.1 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -562802.312500 Penalty: 4358.309570
	Iteration 1F: 3 clusters Score -562802.3 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -563488.500000 Penalty: 4358.309570
	Iteration 2F: 3 clusters Score -563488.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -564126.875000 Penalty: 4358.309570
	Iteration 3F: 3 clusters Score -564126.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -564627.562500 Penalty: 4358.309570
	Iteration 4F: 3 clusters Score -564627.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -565048.437500 Penalty: 4358.309570
	Iteration 5F: 3 clusters Score -565048.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -565349.312500 Penalty: 4358.309570
	Iteration 6F: 3 clusters Score -565349.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -565558.687500 Penalty: 4358.309570
	Iteration 7Q: 3 clusters Score -565558.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -565719.625000 Penalty: 4358.309570
	Iteration 8Q: 3 clusters Score -565719.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -565828.750000 Penalty: 4358.309570
	Iteration 9Q: 3 clusters Score -565828.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -565897.812500 Penalty: 4358.309570
	Iteration 10Q: 3 clusters Score -565897.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -565955.187500 Penalty: 4358.309570
	Iteration 11Q: 3 clusters Score -565955.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -566004.375000 Penalty: 4358.309570
	Iteration 12Q: 3 clusters Score -566004.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -566044.750000 Penalty: 4358.309570
	Iteration 13Q: 3 clusters Score -566044.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -566080.625000 Penalty: 4358.309570
	Iteration 14Q: 3 clusters Score -566080.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -566126.937500 Penalty: 4358.309570
	Iteration 15Q: 3 clusters Score -566126.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -566150.687500 Penalty: 4358.309570
	Iteration 16Q: 3 clusters Score -566150.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -566169.875000 Penalty: 4358.309570
	Iteration 17Q: 3 clusters Score -566169.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -566184.812500 Penalty: 4358.309570
	Iteration 18Q: 3 clusters Score -566184.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -566194.500000 Penalty: 4358.309570
	Iteration 19Q: 3 clusters Score -566194.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -566201.250000 Penalty: 4358.309570
	Iteration 20F: 3 clusters Score -566201.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -566210.562500 Penalty: 4358.309570
	Iteration 21Q: 3 clusters Score -566210.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -566213.312500 Penalty: 4358.309570
	Iteration 22Q: 3 clusters Score -566213.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -566214.187500 Penalty: 4358.309570
	Iteration 23Q: 3 clusters Score -566214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -566213.500000 Penalty: 4358.309570
	Iteration 24Q: 3 clusters Score -566213.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -566213.125000 Penalty: 4358.309570
	Iteration 25Q: 3 clusters Score -566213.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -566214.437500 Penalty: 4358.309570
	Iteration 26Q: 3 clusters Score -566214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -566217.250000 Penalty: 4358.309570
	Iteration 27Q: 3 clusters Score -566217.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -566216.875000 Penalty: 4358.309570
	Iteration 28Q: 3 clusters Score -566216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -566217.562500 Penalty: 4358.309570
	Iteration 29Q: 3 clusters Score -566217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -566218.312500 Penalty: 4358.309570
	Iteration 30Q: 3 clusters Score -566218.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -566218.312500 Penalty: 4358.309570
	Iteration 31F: 3 clusters Score -566218.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Entering Unmasked Estep 
Score: -1723679.500000 Penalty: 2425.795410
	Iteration 0F: 2 clusters Score -1723680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1711188.250000 Penalty: 4851.590820
	Iteration 0F: 3 clusters Score -1711188 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1715331.625000 Penalty: 4851.590820
	Iteration 1F: 3 clusters Score -1715332 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1715891.500000 Penalty: 4851.590820
	Iteration 2F: 3 clusters Score -1715892 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1716464.875000 Penalty: 4851.590820
	Iteration 3F: 3 clusters Score -1716465 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1717023.625000 Penalty: 4851.590820
	Iteration 4F: 3 clusters Score -1717024 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1717616.000000 Penalty: 4851.590820
	Iteration 5F: 3 clusters Score -1717616 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1718255.625000 Penalty: 4851.590820
	Iteration 6F: 3 clusters Score -1718256 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1718891.375000 Penalty: 4851.590820
	Iteration 7F: 3 clusters Score -1718891 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1719448.750000 Penalty: 4851.590820
	Iteration 8F: 3 clusters Score -1719449 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1719841.125000 Penalty: 4851.590820
	Iteration 9Q: 3 clusters Score -1719841 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1720172.375000 Penalty: 4851.590820
	Iteration 10Q: 3 clusters Score -1720172 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1720450.625000 Penalty: 4851.590820
	Iteration 11Q: 3 clusters Score -1720451 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1720685.750000 Penalty: 4851.590820
	Iteration 12Q: 3 clusters Score -1720686 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1720900.250000 Penalty: 4851.590820
	Iteration 13Q: 3 clusters Score -1720900 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1721084.500000 Penalty: 4851.590820
	Iteration 14Q: 3 clusters Score -1721084 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1721254.750000 Penalty: 4851.590820
	Iteration 15Q: 3 clusters Score -1721255 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1721396.625000 Penalty: 4851.590820
	Iteration 16Q: 3 clusters Score -1721397 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1721545.500000 Penalty: 4851.590820
	Iteration 17Q: 3 clusters Score -1721546 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1721687.625000 Penalty: 4851.590820
	Iteration 18Q: 3 clusters Score -1721688 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1721787.500000 Penalty: 4851.590820
	Iteration 19Q: 3 clusters Score -1721788 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1721865.000000 Penalty: 4851.590820
	Iteration 20F: 3 clusters Score -1721865 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1721929.875000 Penalty: 4851.590820
	Iteration 21Q: 3 clusters Score -1721930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1721978.500000 Penalty: 4851.590820
	Iteration 22Q: 3 clusters Score -1721978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1722036.625000 Penalty: 4851.590820
	Iteration 23Q: 3 clusters Score -1722037 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1722083.125000 Penalty: 4851.590820
	Iteration 24Q: 3 clusters Score -1722083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1722103.000000 Penalty: 4851.590820
	Iteration 25Q: 3 clusters Score -1722103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1722111.750000 Penalty: 4851.590820
	Iteration 26Q: 3 clusters Score -1722112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1722121.625000 Penalty: 4851.590820
	Iteration 27Q: 3 clusters Score -1722122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1722133.875000 Penalty: 4851.590820
	Iteration 28Q: 3 clusters Score -1722134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1722142.875000 Penalty: 4851.590820
	Iteration 29Q: 3 clusters Score -1722143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1722155.125000 Penalty: 4851.590820
	Iteration 30Q: 3 clusters Score -1722155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1722168.375000 Penalty: 4851.590820
	Iteration 31Q: 3 clusters Score -1722168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1722175.000000 Penalty: 4851.590820
	Iteration 32Q: 3 clusters Score -1722175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1722179.000000 Penalty: 4851.590820
	Iteration 33Q: 3 clusters Score -1722179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1722191.750000 Penalty: 4851.590820
	Iteration 34Q: 3 clusters Score -1722192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1722195.125000 Penalty: 4851.590820
	Iteration 35Q: 3 clusters Score -1722195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1722199.125000 Penalty: 4851.590820
	Iteration 36Q: 3 clusters Score -1722199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1722195.000000 Penalty: 4851.590820
	Iteration 37Q: 3 clusters Score -1722195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1722197.500000 Penalty: 4851.590820
	Iteration 38Q: 3 clusters Score -1722198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1722201.875000 Penalty: 4851.590820
	Iteration 39Q: 3 clusters Score -1722202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1722205.250000 Penalty: 4851.590820
	Iteration 40F: 3 clusters Score -1722205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1722204.625000 Penalty: 4851.590820
	Iteration 41Q: 3 clusters Score -1722205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1722204.500000 Penalty: 4851.590820
	Iteration 42Q: 3 clusters Score -1722204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1722204.500000 Penalty: 4851.590820
	Iteration 43F: 3 clusters Score -1722204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163002 members 
Entering Unmasked Estep 
Score: -16521620.000000 Penalty: 2976.376221
	Iteration 0F: 2 clusters Score -1.652162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 81483 members 
Entering Unmasked Estep 
Score: -16412512.000000 Penalty: 5952.752441
	Iteration 0F: 3 clusters Score -1.641251e+07 nChanged 77894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 81039 members 
Entering Unmasked Estep 
Score: -16457605.000000 Penalty: 5952.752441
	Iteration 1F: 3 clusters Score -1.64576e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 80720 members 
Entering Unmasked Estep 
Score: -16458767.000000 Penalty: 5952.752441
	Iteration 2Q: 3 clusters Score -1.645877e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83017 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -16460206.000000 Penalty: 5952.752441
	Iteration 3Q: 3 clusters Score -1.646021e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84161 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -16462533.000000 Penalty: 5952.752441
	Iteration 4Q: 3 clusters Score -1.646253e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85925 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -16465924.000000 Penalty: 5952.752441
	Iteration 5Q: 3 clusters Score -1.646592e+07 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88702 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -16470815.000000 Penalty: 5952.752441
	Iteration 6F: 3 clusters Score -1.647082e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92693 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
Score: -16477865.000000 Penalty: 5952.752441
	Iteration 7F: 3 clusters Score -1.647786e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97522 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -16485704.000000 Penalty: 5952.752441
	Iteration 8F: 3 clusters Score -1.64857e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102325 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -16493409.000000 Penalty: 5952.752441
	Iteration 9F: 3 clusters Score -1.649341e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106300 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -16499044.000000 Penalty: 5952.752441
	Iteration 10F: 3 clusters Score -1.649904e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109624 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -16502748.000000 Penalty: 5952.752441
	Iteration 11Q: 3 clusters Score -1.650275e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112656 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -16505140.000000 Penalty: 5952.752441
	Iteration 12Q: 3 clusters Score -1.650514e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115499 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -16507103.000000 Penalty: 5952.752441
	Iteration 13Q: 3 clusters Score -1.65071e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118166 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -16508578.000000 Penalty: 5952.752441
	Iteration 14Q: 3 clusters Score -1.650858e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120641 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -16509813.000000 Penalty: 5952.752441
	Iteration 15Q: 3 clusters Score -1.650981e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122893 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -16510789.000000 Penalty: 5952.752441
	Iteration 16Q: 3 clusters Score -1.651079e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125000 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -16511543.000000 Penalty: 5952.752441
	Iteration 17Q: 3 clusters Score -1.651154e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126944 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -16512221.000000 Penalty: 5952.752441
	Iteration 18Q: 3 clusters Score -1.651222e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128716 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -16512753.000000 Penalty: 5952.752441
	Iteration 19Q: 3 clusters Score -1.651275e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130419 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -16513460.000000 Penalty: 5952.752441
	Iteration 20F: 3 clusters Score -1.651346e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132070 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -16513975.000000 Penalty: 5952.752441
	Iteration 21Q: 3 clusters Score -1.651398e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133678 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -16514416.000000 Penalty: 5952.752441
	Iteration 22Q: 3 clusters Score -1.651442e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135213 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -16514844.000000 Penalty: 5952.752441
	Iteration 23Q: 3 clusters Score -1.651484e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136661 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -16515264.000000 Penalty: 5952.752441
	Iteration 24Q: 3 clusters Score -1.651526e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138010 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -16515644.000000 Penalty: 5952.752441
	Iteration 25Q: 3 clusters Score -1.651564e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139255 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -16515858.000000 Penalty: 5952.752441
	Iteration 26Q: 3 clusters Score -1.651586e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140442 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -16516274.000000 Penalty: 5952.752441
	Iteration 27Q: 3 clusters Score -1.651627e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141605 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -16516521.000000 Penalty: 5952.752441
	Iteration 28Q: 3 clusters Score -1.651652e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142713 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -16516829.000000 Penalty: 5952.752441
	Iteration 29Q: 3 clusters Score -1.651683e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143734 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -16517097.000000 Penalty: 5952.752441
	Iteration 30Q: 3 clusters Score -1.65171e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144743 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -16517423.000000 Penalty: 5952.752441
	Iteration 31Q: 3 clusters Score -1.651742e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145742 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -16517691.000000 Penalty: 5952.752441
	Iteration 32Q: 3 clusters Score -1.651769e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146717 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -16518030.000000 Penalty: 5952.752441
	Iteration 33Q: 3 clusters Score -1.651803e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147651 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -16518307.000000 Penalty: 5952.752441
	Iteration 34Q: 3 clusters Score -1.651831e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148551 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -16518480.000000 Penalty: 5952.752441
	Iteration 35Q: 3 clusters Score -1.651848e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149382 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -16518751.000000 Penalty: 5952.752441
	Iteration 36Q: 3 clusters Score -1.651875e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150132 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -16518925.000000 Penalty: 5952.752441
	Iteration 37Q: 3 clusters Score -1.651892e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150795 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -16519034.000000 Penalty: 5952.752441
	Iteration 38Q: 3 clusters Score -1.651903e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151399 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -16519116.000000 Penalty: 5952.752441
	Iteration 39Q: 3 clusters Score -1.651912e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151944 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -16519191.000000 Penalty: 5952.752441
	Iteration 40F: 3 clusters Score -1.651919e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152464 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -16519224.000000 Penalty: 5952.752441
	Iteration 41Q: 3 clusters Score -1.651922e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152917 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -16519301.000000 Penalty: 5952.752441
	Iteration 42Q: 3 clusters Score -1.65193e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153383 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -16519403.000000 Penalty: 5952.752441
	Iteration 43Q: 3 clusters Score -1.65194e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153835 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -16519539.000000 Penalty: 5952.752441
	Iteration 44Q: 3 clusters Score -1.651954e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154269 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -16519644.000000 Penalty: 5952.752441
	Iteration 45Q: 3 clusters Score -1.651964e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154669 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -16519713.000000 Penalty: 5952.752441
	Iteration 46Q: 3 clusters Score -1.651971e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155015 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -16519734.000000 Penalty: 5952.752441
	Iteration 47Q: 3 clusters Score -1.651973e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155334 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -16519814.000000 Penalty: 5952.752441
	Iteration 48Q: 3 clusters Score -1.651981e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155611 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -16519914.000000 Penalty: 5952.752441
	Iteration 49Q: 3 clusters Score -1.651991e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155873 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -16519963.000000 Penalty: 5952.752441
	Iteration 50Q: 3 clusters Score -1.651996e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156105 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -16519986.000000 Penalty: 5952.752441
	Iteration 51Q: 3 clusters Score -1.651999e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -16520027.000000 Penalty: 5952.752441
	Iteration 52Q: 3 clusters Score -1.652003e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156482 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -16520021.000000 Penalty: 5952.752441
	Iteration 53Q: 3 clusters Score -1.652002e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156651 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -16520095.000000 Penalty: 5952.752441
	Iteration 54Q: 3 clusters Score -1.65201e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156814 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -16520099.000000 Penalty: 5952.752441
	Iteration 55Q: 3 clusters Score -1.65201e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156961 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -16520106.000000 Penalty: 5952.752441
	Iteration 56Q: 3 clusters Score -1.652011e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157091 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -16520141.000000 Penalty: 5952.752441
	Iteration 57Q: 3 clusters Score -1.652014e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157216 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -16520181.000000 Penalty: 5952.752441
	Iteration 58Q: 3 clusters Score -1.652018e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157334 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -16520199.000000 Penalty: 5952.752441
	Iteration 59Q: 3 clusters Score -1.65202e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157439 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -16520210.000000 Penalty: 5952.752441
	Iteration 60F: 3 clusters Score -1.652021e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157533 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -16520220.000000 Penalty: 5952.752441
	Iteration 61Q: 3 clusters Score -1.652022e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157601 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -16520230.000000 Penalty: 5952.752441
	Iteration 62Q: 3 clusters Score -1.652023e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157661 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -16520245.000000 Penalty: 5952.752441
	Iteration 63Q: 3 clusters Score -1.652024e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157709 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -16520259.000000 Penalty: 5952.752441
	Iteration 64Q: 3 clusters Score -1.652026e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157768 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -16520268.000000 Penalty: 5952.752441
	Iteration 65Q: 3 clusters Score -1.652027e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157823 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -16520281.000000 Penalty: 5952.752441
	Iteration 66Q: 3 clusters Score -1.652028e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157873 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -16520288.000000 Penalty: 5952.752441
	Iteration 67Q: 3 clusters Score -1.652029e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157919 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -16520315.000000 Penalty: 5952.752441
	Iteration 68Q: 3 clusters Score -1.652032e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157950 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -16520307.000000 Penalty: 5952.752441
	Iteration 69Q: 3 clusters Score -1.652031e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -16520305.000000 Penalty: 5952.752441
	Iteration 70Q: 3 clusters Score -1.65203e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158016 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -16520307.000000 Penalty: 5952.752441
	Iteration 71Q: 3 clusters Score -1.652031e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158040 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -16520294.000000 Penalty: 5952.752441
	Iteration 72Q: 3 clusters Score -1.652029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158056 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -16520294.000000 Penalty: 5952.752441
	Iteration 73Q: 3 clusters Score -1.652029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158065 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -16520307.000000 Penalty: 5952.752441
	Iteration 74Q: 3 clusters Score -1.652031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158073 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -16520301.000000 Penalty: 5952.752441
	Iteration 75Q: 3 clusters Score -1.65203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158082 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -16520318.000000 Penalty: 5952.752441
	Iteration 76Q: 3 clusters Score -1.652032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158095 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -16520306.000000 Penalty: 5952.752441
	Iteration 77Q: 3 clusters Score -1.652031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158104 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -16520308.000000 Penalty: 5952.752441
	Iteration 78Q: 3 clusters Score -1.652031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158115 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -16520307.000000 Penalty: 5952.752441
	Iteration 79Q: 3 clusters Score -1.652031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158123 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -16520316.000000 Penalty: 5952.752441
	Iteration 80F: 3 clusters Score -1.652032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158126 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -16520307.000000 Penalty: 5952.752441
	Iteration 81Q: 3 clusters Score -1.652031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158131 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -16520320.000000 Penalty: 5952.752441
	Iteration 82Q: 3 clusters Score -1.652032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158139 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -16520315.000000 Penalty: 5952.752441
	Iteration 83Q: 3 clusters Score -1.652032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158145 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -16520315.000000 Penalty: 5952.752441
	Iteration 84Q: 3 clusters Score -1.652032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158153 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -16520292.000000 Penalty: 5952.752441
	Iteration 85Q: 3 clusters Score -1.652029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158157 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -16520288.000000 Penalty: 5952.752441
	Iteration 86Q: 3 clusters Score -1.652029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158166 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -16520293.000000 Penalty: 5952.752441
	Iteration 87Q: 3 clusters Score -1.652029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158174 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -16520284.000000 Penalty: 5952.752441
	Iteration 88Q: 3 clusters Score -1.652028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158185 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -16520285.000000 Penalty: 5952.752441
	Iteration 89Q: 3 clusters Score -1.652028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158189 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -16520278.000000 Penalty: 5952.752441
	Iteration 90Q: 3 clusters Score -1.652028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158191 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -16520278.000000 Penalty: 5952.752441
	Iteration 91Q: 3 clusters Score -1.652028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158192 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -16520275.000000 Penalty: 5952.752441
	Iteration 92Q: 3 clusters Score -1.652028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158193 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -16520279.000000 Penalty: 5952.752441
	Iteration 93Q: 3 clusters Score -1.652028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158193 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -16520279.000000 Penalty: 5952.752441
	Iteration 94F: 3 clusters Score -1.652028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Entering Unmasked Estep 
Score: -1649553.625000 Penalty: 2405.377930
	Iteration 0F: 2 clusters Score -1649554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1638002.750000 Penalty: 4810.755859
	Iteration 0F: 3 clusters Score -1638003 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1641740.625000 Penalty: 4810.755859
	Iteration 1F: 3 clusters Score -1641741 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1642076.000000 Penalty: 4810.755859
	Iteration 2F: 3 clusters Score -1642076 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1642353.625000 Penalty: 4810.755859
	Iteration 3Q: 3 clusters Score -1642354 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1642573.375000 Penalty: 4810.755859
	Iteration 4Q: 3 clusters Score -1642573 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1642780.375000 Penalty: 4810.755859
	Iteration 5Q: 3 clusters Score -1642780 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1642991.250000 Penalty: 4810.755859
	Iteration 6Q: 3 clusters Score -1642991 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1643216.500000 Penalty: 4810.755859
	Iteration 7Q: 3 clusters Score -1643216 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1643495.875000 Penalty: 4810.755859
	Iteration 8Q: 3 clusters Score -1643496 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1643797.750000 Penalty: 4810.755859
	Iteration 9Q: 3 clusters Score -1643798 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1644153.375000 Penalty: 4810.755859
	Iteration 10Q: 3 clusters Score -1644153 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1644592.875000 Penalty: 4810.755859
	Iteration 11Q: 3 clusters Score -1644593 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1645036.000000 Penalty: 4810.755859
	Iteration 12Q: 3 clusters Score -1645036 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1645461.875000 Penalty: 4810.755859
	Iteration 13Q: 3 clusters Score -1645462 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1645854.875000 Penalty: 4810.755859
	Iteration 14Q: 3 clusters Score -1645855 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1646243.125000 Penalty: 4810.755859
	Iteration 15Q: 3 clusters Score -1646243 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1646571.375000 Penalty: 4810.755859
	Iteration 16Q: 3 clusters Score -1646571 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1646829.375000 Penalty: 4810.755859
	Iteration 17Q: 3 clusters Score -1646829 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1647037.250000 Penalty: 4810.755859
	Iteration 18Q: 3 clusters Score -1647037 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1647184.375000 Penalty: 4810.755859
	Iteration 19Q: 3 clusters Score -1647184 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1647276.250000 Penalty: 4810.755859
	Iteration 20F: 3 clusters Score -1647276 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1647341.000000 Penalty: 4810.755859
	Iteration 21Q: 3 clusters Score -1647341 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1647376.625000 Penalty: 4810.755859
	Iteration 22Q: 3 clusters Score -1647377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1647401.750000 Penalty: 4810.755859
	Iteration 23Q: 3 clusters Score -1647402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1647416.625000 Penalty: 4810.755859
	Iteration 24Q: 3 clusters Score -1647417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1647432.500000 Penalty: 4810.755859
	Iteration 25Q: 3 clusters Score -1647432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1647446.875000 Penalty: 4810.755859
	Iteration 26Q: 3 clusters Score -1647447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1647461.750000 Penalty: 4810.755859
	Iteration 27Q: 3 clusters Score -1647462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1647472.750000 Penalty: 4810.755859
	Iteration 28Q: 3 clusters Score -1647473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1647480.125000 Penalty: 4810.755859
	Iteration 29Q: 3 clusters Score -1647480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1647481.750000 Penalty: 4810.755859
	Iteration 30Q: 3 clusters Score -1647482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1647486.500000 Penalty: 4810.755859
	Iteration 31Q: 3 clusters Score -1647486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1647493.000000 Penalty: 4810.755859
	Iteration 32Q: 3 clusters Score -1647493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1647494.500000 Penalty: 4810.755859
	Iteration 33Q: 3 clusters Score -1647494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1647499.875000 Penalty: 4810.755859
	Iteration 34Q: 3 clusters Score -1647500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1647503.500000 Penalty: 4810.755859
	Iteration 35Q: 3 clusters Score -1647504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1647500.750000 Penalty: 4810.755859
	Iteration 36Q: 3 clusters Score -1647501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1647504.125000 Penalty: 4810.755859
	Iteration 37Q: 3 clusters Score -1647504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1647504.750000 Penalty: 4810.755859
	Iteration 38Q: 3 clusters Score -1647505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1647504.750000 Penalty: 4810.755859
	Iteration 39F: 3 clusters Score -1647505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (242717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242717 members 
Entering Unmasked Estep 
Score: -24395614.000000 Penalty: 3075.113525
	Iteration 0F: 2 clusters Score -2.439561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121337 members 
Mstep: Class 2 contains 121380 members 
Entering Unmasked Estep 
Score: -24236898.000000 Penalty: 6150.227051
	Iteration 0F: 3 clusters Score -2.42369e+07 nChanged 116532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121551 members 
Mstep: Class 2 contains 121166 members 
Entering Unmasked Estep 
Score: -24305496.000000 Penalty: 6150.227051
	Iteration 1F: 3 clusters Score -2.43055e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121585 members 
Mstep: Class 2 contains 121132 members 
Entering Unmasked Estep 
Score: -24307314.000000 Penalty: 6150.227051
	Iteration 2Q: 3 clusters Score -2.430731e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121583 members 
Mstep: Class 2 contains 121134 members 
Entering Unmasked Estep 
Score: -24309406.000000 Penalty: 6150.227051
	Iteration 3Q: 3 clusters Score -2.430941e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121549 members 
Mstep: Class 2 contains 121168 members 
Entering Unmasked Estep 
Score: -24312634.000000 Penalty: 6150.227051
	Iteration 4Q: 3 clusters Score -2.431263e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121655 members 
Mstep: Class 2 contains 121062 members 
Entering Unmasked Estep 
Score: -24317410.000000 Penalty: 6150.227051
	Iteration 5Q: 3 clusters Score -2.431741e+07 nChanged 13007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121990 members 
Mstep: Class 2 contains 120727 members 
Entering Unmasked Estep 
Score: -24325340.000000 Penalty: 6150.227051
	Iteration 6F: 3 clusters Score -2.432534e+07 nChanged 15381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122413 members 
Mstep: Class 2 contains 120304 members 
Entering Unmasked Estep 
Score: -24336974.000000 Penalty: 6150.227051
	Iteration 7F: 3 clusters Score -2.433697e+07 nChanged 16403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122810 members 
Mstep: Class 2 contains 119907 members 
Entering Unmasked Estep 
Score: -24348744.000000 Penalty: 6150.227051
	Iteration 8F: 3 clusters Score -2.434874e+07 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123083 members 
Mstep: Class 2 contains 119634 members 
Entering Unmasked Estep 
Score: -24354566.000000 Penalty: 6150.227051
	Iteration 9F: 3 clusters Score -2.435457e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123056 members 
Mstep: Class 2 contains 119661 members 
Entering Unmasked Estep 
Score: -24355812.000000 Penalty: 6150.227051
	Iteration 10Q: 3 clusters Score -2.435581e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123030 members 
Mstep: Class 2 contains 119687 members 
Entering Unmasked Estep 
Score: -24356350.000000 Penalty: 6150.227051
	Iteration 11Q: 3 clusters Score -2.435635e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123047 members 
Mstep: Class 2 contains 119670 members 
Entering Unmasked Estep 
Score: -24356652.000000 Penalty: 6150.227051
	Iteration 12Q: 3 clusters Score -2.435665e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123164 members 
Mstep: Class 2 contains 119553 members 
Entering Unmasked Estep 
Score: -24356824.000000 Penalty: 6150.227051
	Iteration 13Q: 3 clusters Score -2.435682e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123290 members 
Mstep: Class 2 contains 119427 members 
Entering Unmasked Estep 
Score: -24357068.000000 Penalty: 6150.227051
	Iteration 14Q: 3 clusters Score -2.435707e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123486 members 
Mstep: Class 2 contains 119231 members 
Entering Unmasked Estep 
Score: -24357306.000000 Penalty: 6150.227051
	Iteration 15Q: 3 clusters Score -2.435731e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123751 members 
Mstep: Class 2 contains 118966 members 
Entering Unmasked Estep 
Score: -24357544.000000 Penalty: 6150.227051
	Iteration 16Q: 3 clusters Score -2.435754e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124083 members 
Mstep: Class 2 contains 118634 members 
Entering Unmasked Estep 
Score: -24357856.000000 Penalty: 6150.227051
	Iteration 17Q: 3 clusters Score -2.435786e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124485 members 
Mstep: Class 2 contains 118232 members 
Entering Unmasked Estep 
Score: -24358052.000000 Penalty: 6150.227051
	Iteration 18Q: 3 clusters Score -2.435805e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125000 members 
Mstep: Class 2 contains 117717 members 
Entering Unmasked Estep 
Score: -24358386.000000 Penalty: 6150.227051
	Iteration 19Q: 3 clusters Score -2.435839e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125638 members 
Mstep: Class 2 contains 117079 members 
Entering Unmasked Estep 
Score: -24358654.000000 Penalty: 6150.227051
	Iteration 20F: 3 clusters Score -2.435865e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126256 members 
Mstep: Class 2 contains 116461 members 
Entering Unmasked Estep 
Score: -24358890.000000 Penalty: 6150.227051
	Iteration 21Q: 3 clusters Score -2.435889e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126953 members 
Mstep: Class 2 contains 115764 members 
Entering Unmasked Estep 
Score: -24359284.000000 Penalty: 6150.227051
	Iteration 22Q: 3 clusters Score -2.435928e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127740 members 
Mstep: Class 2 contains 114977 members 
Entering Unmasked Estep 
Score: -24359784.000000 Penalty: 6150.227051
	Iteration 23Q: 3 clusters Score -2.435978e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128670 members 
Mstep: Class 2 contains 114047 members 
Entering Unmasked Estep 
Score: -24360122.000000 Penalty: 6150.227051
	Iteration 24Q: 3 clusters Score -2.436012e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129692 members 
Mstep: Class 2 contains 113025 members 
Entering Unmasked Estep 
Score: -24360454.000000 Penalty: 6150.227051
	Iteration 25Q: 3 clusters Score -2.436045e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130788 members 
Mstep: Class 2 contains 111929 members 
Entering Unmasked Estep 
Score: -24360994.000000 Penalty: 6150.227051
	Iteration 26Q: 3 clusters Score -2.436099e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131976 members 
Mstep: Class 2 contains 110741 members 
Entering Unmasked Estep 
Score: -24361502.000000 Penalty: 6150.227051
	Iteration 27Q: 3 clusters Score -2.43615e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133329 members 
Mstep: Class 2 contains 109388 members 
Entering Unmasked Estep 
Score: -24361950.000000 Penalty: 6150.227051
	Iteration 28Q: 3 clusters Score -2.436195e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134697 members 
Mstep: Class 2 contains 108020 members 
Entering Unmasked Estep 
Score: -24362564.000000 Penalty: 6150.227051
	Iteration 29Q: 3 clusters Score -2.436256e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136131 members 
Mstep: Class 2 contains 106586 members 
Entering Unmasked Estep 
Score: -24363048.000000 Penalty: 6150.227051
	Iteration 30Q: 3 clusters Score -2.436305e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137637 members 
Mstep: Class 2 contains 105080 members 
Entering Unmasked Estep 
Score: -24363540.000000 Penalty: 6150.227051
	Iteration 31Q: 3 clusters Score -2.436354e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139184 members 
Mstep: Class 2 contains 103533 members 
Entering Unmasked Estep 
Score: -24364028.000000 Penalty: 6150.227051
	Iteration 32Q: 3 clusters Score -2.436403e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140875 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -24364586.000000 Penalty: 6150.227051
	Iteration 33Q: 3 clusters Score -2.436459e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142599 members 
Mstep: Class 2 contains 100118 members 
Entering Unmasked Estep 
Score: -24364958.000000 Penalty: 6150.227051
	Iteration 34Q: 3 clusters Score -2.436496e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144370 members 
Mstep: Class 2 contains 98347 members 
Entering Unmasked Estep 
Score: -24365476.000000 Penalty: 6150.227051
	Iteration 35Q: 3 clusters Score -2.436548e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146219 members 
Mstep: Class 2 contains 96498 members 
Entering Unmasked Estep 
Score: -24365874.000000 Penalty: 6150.227051
	Iteration 36Q: 3 clusters Score -2.436587e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148129 members 
Mstep: Class 2 contains 94588 members 
Entering Unmasked Estep 
Score: -24366284.000000 Penalty: 6150.227051
	Iteration 37Q: 3 clusters Score -2.436628e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150022 members 
Mstep: Class 2 contains 92695 members 
Entering Unmasked Estep 
Score: -24366642.000000 Penalty: 6150.227051
	Iteration 38Q: 3 clusters Score -2.436664e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152013 members 
Mstep: Class 2 contains 90704 members 
Entering Unmasked Estep 
Score: -24367074.000000 Penalty: 6150.227051
	Iteration 39Q: 3 clusters Score -2.436707e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154006 members 
Mstep: Class 2 contains 88711 members 
Entering Unmasked Estep 
Score: -24367422.000000 Penalty: 6150.227051
	Iteration 40F: 3 clusters Score -2.436742e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156103 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -24367766.000000 Penalty: 6150.227051
	Iteration 41Q: 3 clusters Score -2.436777e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158329 members 
Mstep: Class 2 contains 84388 members 
Entering Unmasked Estep 
Score: -24368120.000000 Penalty: 6150.227051
	Iteration 42Q: 3 clusters Score -2.436812e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160591 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -24368574.000000 Penalty: 6150.227051
	Iteration 43Q: 3 clusters Score -2.436857e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162965 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -24369114.000000 Penalty: 6150.227051
	Iteration 44Q: 3 clusters Score -2.436911e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165425 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -24369598.000000 Penalty: 6150.227051
	Iteration 45Q: 3 clusters Score -2.43696e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168078 members 
Mstep: Class 2 contains 74639 members 
Entering Unmasked Estep 
Score: -24370102.000000 Penalty: 6150.227051
	Iteration 46Q: 3 clusters Score -2.43701e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170905 members 
Mstep: Class 2 contains 71812 members 
Entering Unmasked Estep 
Score: -24370596.000000 Penalty: 6150.227051
	Iteration 47Q: 3 clusters Score -2.43706e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173985 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -24371308.000000 Penalty: 6150.227051
	Iteration 48Q: 3 clusters Score -2.437131e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177249 members 
Mstep: Class 2 contains 65468 members 
Entering Unmasked Estep 
Score: -24372124.000000 Penalty: 6150.227051
	Iteration 49Q: 3 clusters Score -2.437212e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180616 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -24372808.000000 Penalty: 6150.227051
	Iteration 50Q: 3 clusters Score -2.437281e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184019 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -24373582.000000 Penalty: 6150.227051
	Iteration 51Q: 3 clusters Score -2.437358e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187499 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -24374258.000000 Penalty: 6150.227051
	Iteration 52Q: 3 clusters Score -2.437426e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191169 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -24375302.000000 Penalty: 6150.227051
	Iteration 53Q: 3 clusters Score -2.43753e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194793 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -24376208.000000 Penalty: 6150.227051
	Iteration 54Q: 3 clusters Score -2.437621e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198497 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -24377060.000000 Penalty: 6150.227051
	Iteration 55Q: 3 clusters Score -2.437706e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202252 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -24377854.000000 Penalty: 6150.227051
	Iteration 56Q: 3 clusters Score -2.437785e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205966 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -24379076.000000 Penalty: 6150.227051
	Iteration 57Q: 3 clusters Score -2.437908e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209561 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -24380240.000000 Penalty: 6150.227051
	Iteration 58Q: 3 clusters Score -2.438024e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213037 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -24381338.000000 Penalty: 6150.227051
	Iteration 59Q: 3 clusters Score -2.438134e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216461 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -24382560.000000 Penalty: 6150.227051
	Iteration 60F: 3 clusters Score -2.438256e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219626 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -24383702.000000 Penalty: 6150.227051
	Iteration 61Q: 3 clusters Score -2.43837e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222602 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -24384772.000000 Penalty: 6150.227051
	Iteration 62Q: 3 clusters Score -2.438477e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225398 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -24385884.000000 Penalty: 6150.227051
	Iteration 63Q: 3 clusters Score -2.438588e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227947 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -24386828.000000 Penalty: 6150.227051
	Iteration 64Q: 3 clusters Score -2.438683e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230272 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -24387742.000000 Penalty: 6150.227051
	Iteration 65Q: 3 clusters Score -2.438774e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232338 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -24388526.000000 Penalty: 6150.227051
	Iteration 66Q: 3 clusters Score -2.438853e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234112 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -24389278.000000 Penalty: 6150.227051
	Iteration 67Q: 3 clusters Score -2.438928e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235589 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -24389952.000000 Penalty: 6150.227051
	Iteration 68Q: 3 clusters Score -2.438995e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236783 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -24390342.000000 Penalty: 6150.227051
	Iteration 69Q: 3 clusters Score -2.439034e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237821 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -24390874.000000 Penalty: 6150.227051
	Iteration 70Q: 3 clusters Score -2.439087e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238664 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -24391246.000000 Penalty: 6150.227051
	Iteration 71Q: 3 clusters Score -2.439125e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239395 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -24391550.000000 Penalty: 6150.227051
	Iteration 72Q: 3 clusters Score -2.439155e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239993 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -24391836.000000 Penalty: 6150.227051
	Iteration 73Q: 3 clusters Score -2.439184e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240453 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -24392014.000000 Penalty: 6150.227051
	Iteration 74Q: 3 clusters Score -2.439201e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240839 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -24392184.000000 Penalty: 6150.227051
	Iteration 75Q: 3 clusters Score -2.439218e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241134 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -24392344.000000 Penalty: 6150.227051
	Iteration 76Q: 3 clusters Score -2.439234e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241355 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -24392530.000000 Penalty: 6150.227051
	Iteration 77Q: 3 clusters Score -2.439253e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241511 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -24392584.000000 Penalty: 6150.227051
	Iteration 78Q: 3 clusters Score -2.439258e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241638 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -24392630.000000 Penalty: 6150.227051
	Iteration 79Q: 3 clusters Score -2.439263e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241725 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -24392682.000000 Penalty: 6150.227051
	Iteration 80F: 3 clusters Score -2.439268e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241797 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -24392768.000000 Penalty: 6150.227051
	Iteration 81Q: 3 clusters Score -2.439277e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241851 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -24392768.000000 Penalty: 6150.227051
	Iteration 82Q: 3 clusters Score -2.439277e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241900 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -24392832.000000 Penalty: 6150.227051
	Iteration 83Q: 3 clusters Score -2.439283e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241945 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -24392888.000000 Penalty: 6150.227051
	Iteration 84Q: 3 clusters Score -2.439289e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241977 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -24392908.000000 Penalty: 6150.227051
	Iteration 85Q: 3 clusters Score -2.439291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241998 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -24392944.000000 Penalty: 6150.227051
	Iteration 86Q: 3 clusters Score -2.439294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242015 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -24392942.000000 Penalty: 6150.227051
	Iteration 87Q: 3 clusters Score -2.439294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242029 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -24392968.000000 Penalty: 6150.227051
	Iteration 88Q: 3 clusters Score -2.439297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242040 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -24392972.000000 Penalty: 6150.227051
	Iteration 89Q: 3 clusters Score -2.439297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242047 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -24392990.000000 Penalty: 6150.227051
	Iteration 90Q: 3 clusters Score -2.439299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242053 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -24392978.000000 Penalty: 6150.227051
	Iteration 91Q: 3 clusters Score -2.439298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242057 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -24392978.000000 Penalty: 6150.227051
	Iteration 92Q: 3 clusters Score -2.439298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242060 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -24392994.000000 Penalty: 6150.227051
	Iteration 93Q: 3 clusters Score -2.439299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242063 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -24392976.000000 Penalty: 6150.227051
	Iteration 94Q: 3 clusters Score -2.439298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242070 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -24392964.000000 Penalty: 6150.227051
	Iteration 95Q: 3 clusters Score -2.439296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242074 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -24392966.000000 Penalty: 6150.227051
	Iteration 96Q: 3 clusters Score -2.439297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242078 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -24392970.000000 Penalty: 6150.227051
	Iteration 97Q: 3 clusters Score -2.439297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242081 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -24392960.000000 Penalty: 6150.227051
	Iteration 98Q: 3 clusters Score -2.439296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242085 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -24392974.000000 Penalty: 6150.227051
	Iteration 99Q: 3 clusters Score -2.439297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242085 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -24392980.000000 Penalty: 6150.227051
	Iteration 100F: 3 clusters Score -2.439298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242090 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -24392970.000000 Penalty: 6150.227051
	Iteration 101Q: 3 clusters Score -2.439297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242092 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -24392972.000000 Penalty: 6150.227051
	Iteration 102Q: 3 clusters Score -2.439297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242095 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -24392972.000000 Penalty: 6150.227051
	Iteration 103Q: 3 clusters Score -2.439297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242095 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -24392974.000000 Penalty: 6150.227051
	Iteration 104Q: 3 clusters Score -2.439297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242095 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -24392974.000000 Penalty: 6150.227051
	Iteration 105Q: 3 clusters Score -2.439297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242096 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -24392988.000000 Penalty: 6150.227051
	Iteration 106Q: 3 clusters Score -2.439299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242097 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -24392978.000000 Penalty: 6150.227051
	Iteration 107Q: 3 clusters Score -2.439298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242097 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -24392978.000000 Penalty: 6150.227051
	Iteration 108F: 3 clusters Score -2.439298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -273089.937500 Penalty: 1962.008301
	Iteration 0F: 2 clusters Score -273089.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -269990.531250 Penalty: 3924.016602
	Iteration 0F: 3 clusters Score -269990.5 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -270565.750000 Penalty: 3924.016602
	Iteration 1F: 3 clusters Score -270565.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -270733.093750 Penalty: 3924.016602
	Iteration 2F: 3 clusters Score -270733.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -270835.406250 Penalty: 3924.016602
	Iteration 3Q: 3 clusters Score -270835.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -270920.687500 Penalty: 3924.016602
	Iteration 4Q: 3 clusters Score -270920.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -270986.593750 Penalty: 3924.016602
	Iteration 5Q: 3 clusters Score -270986.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -271033.281250 Penalty: 3924.016602
	Iteration 6Q: 3 clusters Score -271033.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -271067.718750 Penalty: 3924.016602
	Iteration 7Q: 3 clusters Score -271067.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -271094.562500 Penalty: 3924.016602
	Iteration 8Q: 3 clusters Score -271094.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -271125.125000 Penalty: 3924.016602
	Iteration 9Q: 3 clusters Score -271125.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -271147.781250 Penalty: 3924.016602
	Iteration 10Q: 3 clusters Score -271147.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -271165.625000 Penalty: 3924.016602
	Iteration 11Q: 3 clusters Score -271165.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -271188.031250 Penalty: 3924.016602
	Iteration 12Q: 3 clusters Score -271188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -271223.281250 Penalty: 3924.016602
	Iteration 13Q: 3 clusters Score -271223.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -271255.218750 Penalty: 3924.016602
	Iteration 14Q: 3 clusters Score -271255.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -271291.281250 Penalty: 3924.016602
	Iteration 15Q: 3 clusters Score -271291.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -271320.468750 Penalty: 3924.016602
	Iteration 16Q: 3 clusters Score -271320.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -271355.031250 Penalty: 3924.016602
	Iteration 17Q: 3 clusters Score -271355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -271401.437500 Penalty: 3924.016602
	Iteration 18Q: 3 clusters Score -271401.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -271460.343750 Penalty: 3924.016602
	Iteration 19Q: 3 clusters Score -271460.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -271539.281250 Penalty: 3924.016602
	Iteration 20F: 3 clusters Score -271539.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -271613.812500 Penalty: 3924.016602
	Iteration 21Q: 3 clusters Score -271613.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -271673.062500 Penalty: 3924.016602
	Iteration 22Q: 3 clusters Score -271673.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -271730.750000 Penalty: 3924.016602
	Iteration 23Q: 3 clusters Score -271730.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -271781.812500 Penalty: 3924.016602
	Iteration 24Q: 3 clusters Score -271781.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -271837.937500 Penalty: 3924.016602
	Iteration 25Q: 3 clusters Score -271837.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -271876.531250 Penalty: 3924.016602
	Iteration 26Q: 3 clusters Score -271876.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -271910.625000 Penalty: 3924.016602
	Iteration 27Q: 3 clusters Score -271910.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -271937.812500 Penalty: 3924.016602
	Iteration 28Q: 3 clusters Score -271937.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -271960.468750 Penalty: 3924.016602
	Iteration 29Q: 3 clusters Score -271960.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -271977.406250 Penalty: 3924.016602
	Iteration 30Q: 3 clusters Score -271977.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -271989.156250 Penalty: 3924.016602
	Iteration 31Q: 3 clusters Score -271989.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -272001.531250 Penalty: 3924.016602
	Iteration 32Q: 3 clusters Score -272001.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -272012.531250 Penalty: 3924.016602
	Iteration 33Q: 3 clusters Score -272012.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -272019.437500 Penalty: 3924.016602
	Iteration 34Q: 3 clusters Score -272019.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -272028.812500 Penalty: 3924.016602
	Iteration 35Q: 3 clusters Score -272028.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -272033.812500 Penalty: 3924.016602
	Iteration 36Q: 3 clusters Score -272033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -272038.437500 Penalty: 3924.016602
	Iteration 37Q: 3 clusters Score -272038.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -272040.375000 Penalty: 3924.016602
	Iteration 38Q: 3 clusters Score -272040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -272042.281250 Penalty: 3924.016602
	Iteration 39Q: 3 clusters Score -272042.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -272043.718750 Penalty: 3924.016602
	Iteration 40F: 3 clusters Score -272043.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -272045.343750 Penalty: 3924.016602
	Iteration 41Q: 3 clusters Score -272045.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -272046.187500 Penalty: 3924.016602
	Iteration 42Q: 3 clusters Score -272046.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -272046.625000 Penalty: 3924.016602
	Iteration 43Q: 3 clusters Score -272046.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -272046.625000 Penalty: 3924.016602
	Iteration 44F: 3 clusters Score -272046.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Entering Unmasked Estep 
Score: -1873542.625000 Penalty: 2443.982910
	Iteration 0F: 2 clusters Score -1873543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1860087.625000 Penalty: 4887.965820
	Iteration 0F: 3 clusters Score -1860088 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1864672.250000 Penalty: 4887.965820
	Iteration 1F: 3 clusters Score -1864672 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1865049.000000 Penalty: 4887.965820
	Iteration 2F: 3 clusters Score -1865049 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1865355.625000 Penalty: 4887.965820
	Iteration 3Q: 3 clusters Score -1865356 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1865675.500000 Penalty: 4887.965820
	Iteration 4Q: 3 clusters Score -1865676 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1865991.750000 Penalty: 4887.965820
	Iteration 5Q: 3 clusters Score -1865992 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1866363.000000 Penalty: 4887.965820
	Iteration 6Q: 3 clusters Score -1866363 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1866835.375000 Penalty: 4887.965820
	Iteration 7Q: 3 clusters Score -1866835 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1867421.000000 Penalty: 4887.965820
	Iteration 8F: 3 clusters Score -1867421 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1868127.625000 Penalty: 4887.965820
	Iteration 9F: 3 clusters Score -1868128 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1868880.125000 Penalty: 4887.965820
	Iteration 10F: 3 clusters Score -1868880 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1869627.125000 Penalty: 4887.965820
	Iteration 11Q: 3 clusters Score -1869627 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1870244.000000 Penalty: 4887.965820
	Iteration 12Q: 3 clusters Score -1870244 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1870700.875000 Penalty: 4887.965820
	Iteration 13Q: 3 clusters Score -1870701 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -1870965.000000 Penalty: 4887.965820
	Iteration 14Q: 3 clusters Score -1870965 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1871117.125000 Penalty: 4887.965820
	Iteration 15Q: 3 clusters Score -1871117 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1871219.250000 Penalty: 4887.965820
	Iteration 16Q: 3 clusters Score -1871219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1871283.500000 Penalty: 4887.965820
	Iteration 17Q: 3 clusters Score -1871284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1871329.250000 Penalty: 4887.965820
	Iteration 18Q: 3 clusters Score -1871329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -1871354.500000 Penalty: 4887.965820
	Iteration 19Q: 3 clusters Score -1871354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -1871370.250000 Penalty: 4887.965820
	Iteration 20F: 3 clusters Score -1871370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -1871378.875000 Penalty: 4887.965820
	Iteration 21Q: 3 clusters Score -1871379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -1871385.500000 Penalty: 4887.965820
	Iteration 22Q: 3 clusters Score -1871386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -1871392.125000 Penalty: 4887.965820
	Iteration 23Q: 3 clusters Score -1871392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1871396.750000 Penalty: 4887.965820
	Iteration 24Q: 3 clusters Score -1871397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -1871403.000000 Penalty: 4887.965820
	Iteration 25Q: 3 clusters Score -1871403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -1871406.000000 Penalty: 4887.965820
	Iteration 26Q: 3 clusters Score -1871406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -1871405.875000 Penalty: 4887.965820
	Iteration 27Q: 3 clusters Score -1871406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -1871405.375000 Penalty: 4887.965820
	Iteration 28Q: 3 clusters Score -1871405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -1871406.375000 Penalty: 4887.965820
	Iteration 29Q: 3 clusters Score -1871406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -1871406.375000 Penalty: 4887.965820
	Iteration 30F: 3 clusters Score -1871406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Entering Unmasked Estep 
Score: -288209.031250 Penalty: 1992.427612
	Iteration 0F: 2 clusters Score -288209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -284934.125000 Penalty: 3984.855225
	Iteration 0F: 3 clusters Score -284934.1 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -285835.218750 Penalty: 3984.855225
	Iteration 1F: 3 clusters Score -285835.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -286183.812500 Penalty: 3984.855225
	Iteration 2F: 3 clusters Score -286183.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -286392.875000 Penalty: 3984.855225
	Iteration 3F: 3 clusters Score -286392.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -286537.750000 Penalty: 3984.855225
	Iteration 4F: 3 clusters Score -286537.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -286636.937500 Penalty: 3984.855225
	Iteration 5Q: 3 clusters Score -286636.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -286707.250000 Penalty: 3984.855225
	Iteration 6Q: 3 clusters Score -286707.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -286761.687500 Penalty: 3984.855225
	Iteration 7Q: 3 clusters Score -286761.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -286806.843750 Penalty: 3984.855225
	Iteration 8Q: 3 clusters Score -286806.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -286845.093750 Penalty: 3984.855225
	Iteration 9Q: 3 clusters Score -286845.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -286879.031250 Penalty: 3984.855225
	Iteration 10Q: 3 clusters Score -286879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -286907.781250 Penalty: 3984.855225
	Iteration 11Q: 3 clusters Score -286907.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -286932.343750 Penalty: 3984.855225
	Iteration 12Q: 3 clusters Score -286932.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -286955.625000 Penalty: 3984.855225
	Iteration 13Q: 3 clusters Score -286955.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -286973.218750 Penalty: 3984.855225
	Iteration 14Q: 3 clusters Score -286973.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -286983.500000 Penalty: 3984.855225
	Iteration 15Q: 3 clusters Score -286983.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -286996.343750 Penalty: 3984.855225
	Iteration 16Q: 3 clusters Score -286996.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -287006.437500 Penalty: 3984.855225
	Iteration 17Q: 3 clusters Score -287006.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -287023.093750 Penalty: 3984.855225
	Iteration 18Q: 3 clusters Score -287023.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -287041.000000 Penalty: 3984.855225
	Iteration 19Q: 3 clusters Score -287041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -287057.906250 Penalty: 3984.855225
	Iteration 20F: 3 clusters Score -287057.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -287068.937500 Penalty: 3984.855225
	Iteration 21Q: 3 clusters Score -287068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -287074.906250 Penalty: 3984.855225
	Iteration 22Q: 3 clusters Score -287074.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -287081.656250 Penalty: 3984.855225
	Iteration 23Q: 3 clusters Score -287081.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -287089.718750 Penalty: 3984.855225
	Iteration 24Q: 3 clusters Score -287089.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -287095.687500 Penalty: 3984.855225
	Iteration 25Q: 3 clusters Score -287095.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -287102.968750 Penalty: 3984.855225
	Iteration 26Q: 3 clusters Score -287103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -287107.906250 Penalty: 3984.855225
	Iteration 27Q: 3 clusters Score -287107.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -287112.562500 Penalty: 3984.855225
	Iteration 28Q: 3 clusters Score -287112.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -287114.812500 Penalty: 3984.855225
	Iteration 29Q: 3 clusters Score -287114.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -287118.187500 Penalty: 3984.855225
	Iteration 30Q: 3 clusters Score -287118.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -287123.656250 Penalty: 3984.855225
	Iteration 31Q: 3 clusters Score -287123.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -287130.187500 Penalty: 3984.855225
	Iteration 32Q: 3 clusters Score -287130.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -287138.093750 Penalty: 3984.855225
	Iteration 33Q: 3 clusters Score -287138.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -287143.937500 Penalty: 3984.855225
	Iteration 34Q: 3 clusters Score -287143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -287147.875000 Penalty: 3984.855225
	Iteration 35Q: 3 clusters Score -287147.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -287152.093750 Penalty: 3984.855225
	Iteration 36Q: 3 clusters Score -287152.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -287153.781250 Penalty: 3984.855225
	Iteration 37Q: 3 clusters Score -287153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -287155.000000 Penalty: 3984.855225
	Iteration 38Q: 3 clusters Score -287155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -287157.937500 Penalty: 3984.855225
	Iteration 39Q: 3 clusters Score -287157.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -287163.718750 Penalty: 3984.855225
	Iteration 40F: 3 clusters Score -287163.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -287173.656250 Penalty: 3984.855225
	Iteration 41Q: 3 clusters Score -287173.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -287183.500000 Penalty: 3984.855225
	Iteration 42Q: 3 clusters Score -287183.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -287191.093750 Penalty: 3984.855225
	Iteration 43Q: 3 clusters Score -287191.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -287196.031250 Penalty: 3984.855225
	Iteration 44Q: 3 clusters Score -287196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -287200.843750 Penalty: 3984.855225
	Iteration 45Q: 3 clusters Score -287200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -287205.843750 Penalty: 3984.855225
	Iteration 46Q: 3 clusters Score -287205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -287207.781250 Penalty: 3984.855225
	Iteration 47Q: 3 clusters Score -287207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -287208.343750 Penalty: 3984.855225
	Iteration 48Q: 3 clusters Score -287208.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -287208.343750 Penalty: 3984.855225
	Iteration 49F: 3 clusters Score -287208.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Entering Unmasked Estep 
Score: -701480.250000 Penalty: 2182.801758
	Iteration 0F: 2 clusters Score -701480.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -695910.062500 Penalty: 4365.603516
	Iteration 0F: 3 clusters Score -695910.1 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -697363.000000 Penalty: 4365.603516
	Iteration 1F: 3 clusters Score -697363 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -697589.437500 Penalty: 4365.603516
	Iteration 2F: 3 clusters Score -697589.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -697737.500000 Penalty: 4365.603516
	Iteration 3Q: 3 clusters Score -697737.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -697852.625000 Penalty: 4365.603516
	Iteration 4Q: 3 clusters Score -697852.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -697946.687500 Penalty: 4365.603516
	Iteration 5Q: 3 clusters Score -697946.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -698037.625000 Penalty: 4365.603516
	Iteration 6Q: 3 clusters Score -698037.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -698116.937500 Penalty: 4365.603516
	Iteration 7Q: 3 clusters Score -698116.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -698189.250000 Penalty: 4365.603516
	Iteration 8Q: 3 clusters Score -698189.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -698255.500000 Penalty: 4365.603516
	Iteration 9Q: 3 clusters Score -698255.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -698310.312500 Penalty: 4365.603516
	Iteration 10Q: 3 clusters Score -698310.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -698365.562500 Penalty: 4365.603516
	Iteration 11Q: 3 clusters Score -698365.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -698443.687500 Penalty: 4365.603516
	Iteration 12Q: 3 clusters Score -698443.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -698517.125000 Penalty: 4365.603516
	Iteration 13Q: 3 clusters Score -698517.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -698589.312500 Penalty: 4365.603516
	Iteration 14Q: 3 clusters Score -698589.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -698658.937500 Penalty: 4365.603516
	Iteration 15Q: 3 clusters Score -698658.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -698734.312500 Penalty: 4365.603516
	Iteration 16Q: 3 clusters Score -698734.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -698817.687500 Penalty: 4365.603516
	Iteration 17Q: 3 clusters Score -698817.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -698896.375000 Penalty: 4365.603516
	Iteration 18Q: 3 clusters Score -698896.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -698965.937500 Penalty: 4365.603516
	Iteration 19Q: 3 clusters Score -698965.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -699023.812500 Penalty: 4365.603516
	Iteration 20F: 3 clusters Score -699023.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -699083.625000 Penalty: 4365.603516
	Iteration 21Q: 3 clusters Score -699083.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -699143.250000 Penalty: 4365.603516
	Iteration 22Q: 3 clusters Score -699143.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -699200.250000 Penalty: 4365.603516
	Iteration 23Q: 3 clusters Score -699200.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -699251.437500 Penalty: 4365.603516
	Iteration 24Q: 3 clusters Score -699251.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -699302.687500 Penalty: 4365.603516
	Iteration 25Q: 3 clusters Score -699302.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -699341.250000 Penalty: 4365.603516
	Iteration 26Q: 3 clusters Score -699341.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -699372.750000 Penalty: 4365.603516
	Iteration 27Q: 3 clusters Score -699372.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -699401.812500 Penalty: 4365.603516
	Iteration 28Q: 3 clusters Score -699401.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -699427.250000 Penalty: 4365.603516
	Iteration 29Q: 3 clusters Score -699427.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -699448.687500 Penalty: 4365.603516
	Iteration 30Q: 3 clusters Score -699448.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -699468.062500 Penalty: 4365.603516
	Iteration 31Q: 3 clusters Score -699468.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -699480.250000 Penalty: 4365.603516
	Iteration 32Q: 3 clusters Score -699480.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -699489.625000 Penalty: 4365.603516
	Iteration 33Q: 3 clusters Score -699489.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -699493.000000 Penalty: 4365.603516
	Iteration 34Q: 3 clusters Score -699493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -699495.312500 Penalty: 4365.603516
	Iteration 35Q: 3 clusters Score -699495.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -699499.187500 Penalty: 4365.603516
	Iteration 36Q: 3 clusters Score -699499.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -699503.750000 Penalty: 4365.603516
	Iteration 37Q: 3 clusters Score -699503.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -699506.625000 Penalty: 4365.603516
	Iteration 38Q: 3 clusters Score -699506.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -699511.500000 Penalty: 4365.603516
	Iteration 39Q: 3 clusters Score -699511.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -699521.875000 Penalty: 4365.603516
	Iteration 40F: 3 clusters Score -699521.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -699528.437500 Penalty: 4365.603516
	Iteration 41Q: 3 clusters Score -699528.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -699533.875000 Penalty: 4365.603516
	Iteration 42Q: 3 clusters Score -699533.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -699534.625000 Penalty: 4365.603516
	Iteration 43Q: 3 clusters Score -699534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -699535.000000 Penalty: 4365.603516
	Iteration 44Q: 3 clusters Score -699535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -699539.187500 Penalty: 4365.603516
	Iteration 45Q: 3 clusters Score -699539.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -699542.312500 Penalty: 4365.603516
	Iteration 46Q: 3 clusters Score -699542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -699543.812500 Penalty: 4365.603516
	Iteration 47Q: 3 clusters Score -699543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -699548.187500 Penalty: 4365.603516
	Iteration 48Q: 3 clusters Score -699548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -699549.125000 Penalty: 4365.603516
	Iteration 49Q: 3 clusters Score -699549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -699551.125000 Penalty: 4365.603516
	Iteration 50Q: 3 clusters Score -699551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -699552.000000 Penalty: 4365.603516
	Iteration 51Q: 3 clusters Score -699552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -699551.812500 Penalty: 4365.603516
	Iteration 52Q: 3 clusters Score -699551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -699553.562500 Penalty: 4365.603516
	Iteration 53Q: 3 clusters Score -699553.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -699555.812500 Penalty: 4365.603516
	Iteration 54Q: 3 clusters Score -699555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -699556.500000 Penalty: 4365.603516
	Iteration 55Q: 3 clusters Score -699556.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -699556.500000 Penalty: 4365.603516
	Iteration 56F: 3 clusters Score -699556.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -342096.031250 Penalty: 2019.303833
	Iteration 0F: 2 clusters Score -342096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -338538.531250 Penalty: 4038.607666
	Iteration 0F: 3 clusters Score -338538.5 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -339277.312500 Penalty: 4038.607666
	Iteration 1F: 3 clusters Score -339277.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -339469.281250 Penalty: 4038.607666
	Iteration 2F: 3 clusters Score -339469.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -339576.406250 Penalty: 4038.607666
	Iteration 3F: 3 clusters Score -339576.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -339630.875000 Penalty: 4038.607666
	Iteration 4Q: 3 clusters Score -339630.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -339682.093750 Penalty: 4038.607666
	Iteration 5Q: 3 clusters Score -339682.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -339718.062500 Penalty: 4038.607666
	Iteration 6Q: 3 clusters Score -339718.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -339745.156250 Penalty: 4038.607666
	Iteration 7Q: 3 clusters Score -339745.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -339770.437500 Penalty: 4038.607666
	Iteration 8Q: 3 clusters Score -339770.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -339790.500000 Penalty: 4038.607666
	Iteration 9Q: 3 clusters Score -339790.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -339805.125000 Penalty: 4038.607666
	Iteration 10Q: 3 clusters Score -339805.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -339811.281250 Penalty: 4038.607666
	Iteration 11Q: 3 clusters Score -339811.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -339820.156250 Penalty: 4038.607666
	Iteration 12Q: 3 clusters Score -339820.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -339830.218750 Penalty: 4038.607666
	Iteration 13Q: 3 clusters Score -339830.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -339836.968750 Penalty: 4038.607666
	Iteration 14Q: 3 clusters Score -339837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -339844.406250 Penalty: 4038.607666
	Iteration 15Q: 3 clusters Score -339844.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -339851.937500 Penalty: 4038.607666
	Iteration 16Q: 3 clusters Score -339851.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -339859.718750 Penalty: 4038.607666
	Iteration 17Q: 3 clusters Score -339859.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -339865.000000 Penalty: 4038.607666
	Iteration 18Q: 3 clusters Score -339865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -339867.562500 Penalty: 4038.607666
	Iteration 19Q: 3 clusters Score -339867.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -339868.875000 Penalty: 4038.607666
	Iteration 20F: 3 clusters Score -339868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -339871.531250 Penalty: 4038.607666
	Iteration 21Q: 3 clusters Score -339871.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -339873.031250 Penalty: 4038.607666
	Iteration 22Q: 3 clusters Score -339873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -339873.000000 Penalty: 4038.607666
	Iteration 23Q: 3 clusters Score -339873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -339874.312500 Penalty: 4038.607666
	Iteration 24Q: 3 clusters Score -339874.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -339875.468750 Penalty: 4038.607666
	Iteration 25Q: 3 clusters Score -339875.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -339878.093750 Penalty: 4038.607666
	Iteration 26Q: 3 clusters Score -339878.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -339882.468750 Penalty: 4038.607666
	Iteration 27Q: 3 clusters Score -339882.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -339885.093750 Penalty: 4038.607666
	Iteration 28Q: 3 clusters Score -339885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -339886.187500 Penalty: 4038.607666
	Iteration 29Q: 3 clusters Score -339886.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -339887.062500 Penalty: 4038.607666
	Iteration 30Q: 3 clusters Score -339887.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -339888.156250 Penalty: 4038.607666
	Iteration 31Q: 3 clusters Score -339888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -339888.156250 Penalty: 4038.607666
	Iteration 32F: 3 clusters Score -339888.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Entering Unmasked Estep 
Score: -317453.500000 Penalty: 2000.497314
	Iteration 0F: 2 clusters Score -317453.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -314075.875000 Penalty: 4000.994629
	Iteration 0F: 3 clusters Score -314075.9 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -314807.750000 Penalty: 4000.994629
	Iteration 1F: 3 clusters Score -314807.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -314979.156250 Penalty: 4000.994629
	Iteration 2F: 3 clusters Score -314979.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -315072.468750 Penalty: 4000.994629
	Iteration 3Q: 3 clusters Score -315072.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -315127.750000 Penalty: 4000.994629
	Iteration 4Q: 3 clusters Score -315127.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -315162.375000 Penalty: 4000.994629
	Iteration 5Q: 3 clusters Score -315162.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -315187.906250 Penalty: 4000.994629
	Iteration 6Q: 3 clusters Score -315187.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -315210.937500 Penalty: 4000.994629
	Iteration 7Q: 3 clusters Score -315210.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -315227.531250 Penalty: 4000.994629
	Iteration 8Q: 3 clusters Score -315227.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -315242.062500 Penalty: 4000.994629
	Iteration 9Q: 3 clusters Score -315242.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -315256.406250 Penalty: 4000.994629
	Iteration 10Q: 3 clusters Score -315256.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -315269.187500 Penalty: 4000.994629
	Iteration 11Q: 3 clusters Score -315269.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -315281.156250 Penalty: 4000.994629
	Iteration 12Q: 3 clusters Score -315281.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -315288.312500 Penalty: 4000.994629
	Iteration 13Q: 3 clusters Score -315288.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -315296.062500 Penalty: 4000.994629
	Iteration 14Q: 3 clusters Score -315296.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -315303.343750 Penalty: 4000.994629
	Iteration 15Q: 3 clusters Score -315303.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -315312.500000 Penalty: 4000.994629
	Iteration 16Q: 3 clusters Score -315312.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -315320.656250 Penalty: 4000.994629
	Iteration 17Q: 3 clusters Score -315320.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -315330.375000 Penalty: 4000.994629
	Iteration 18Q: 3 clusters Score -315330.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -315340.656250 Penalty: 4000.994629
	Iteration 19Q: 3 clusters Score -315340.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -315353.218750 Penalty: 4000.994629
	Iteration 20F: 3 clusters Score -315353.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -315364.000000 Penalty: 4000.994629
	Iteration 21Q: 3 clusters Score -315364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -315373.687500 Penalty: 4000.994629
	Iteration 22Q: 3 clusters Score -315373.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -315384.937500 Penalty: 4000.994629
	Iteration 23Q: 3 clusters Score -315384.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -315397.343750 Penalty: 4000.994629
	Iteration 24Q: 3 clusters Score -315397.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -315407.250000 Penalty: 4000.994629
	Iteration 25Q: 3 clusters Score -315407.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -315421.406250 Penalty: 4000.994629
	Iteration 26Q: 3 clusters Score -315421.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -315441.750000 Penalty: 4000.994629
	Iteration 27Q: 3 clusters Score -315441.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -315457.187500 Penalty: 4000.994629
	Iteration 28Q: 3 clusters Score -315457.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -315465.062500 Penalty: 4000.994629
	Iteration 29Q: 3 clusters Score -315465.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -315473.062500 Penalty: 4000.994629
	Iteration 30Q: 3 clusters Score -315473.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -315482.437500 Penalty: 4000.994629
	Iteration 31Q: 3 clusters Score -315482.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -315488.062500 Penalty: 4000.994629
	Iteration 32Q: 3 clusters Score -315488.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -315494.812500 Penalty: 4000.994629
	Iteration 33Q: 3 clusters Score -315494.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -315500.375000 Penalty: 4000.994629
	Iteration 34Q: 3 clusters Score -315500.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -315506.093750 Penalty: 4000.994629
	Iteration 35Q: 3 clusters Score -315506.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -315512.906250 Penalty: 4000.994629
	Iteration 36Q: 3 clusters Score -315512.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -315516.843750 Penalty: 4000.994629
	Iteration 37Q: 3 clusters Score -315516.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -315525.125000 Penalty: 4000.994629
	Iteration 38Q: 3 clusters Score -315525.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -315536.343750 Penalty: 4000.994629
	Iteration 39Q: 3 clusters Score -315536.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -315546.687500 Penalty: 4000.994629
	Iteration 40F: 3 clusters Score -315546.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -315554.656250 Penalty: 4000.994629
	Iteration 41Q: 3 clusters Score -315554.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -315558.812500 Penalty: 4000.994629
	Iteration 42Q: 3 clusters Score -315558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -315564.031250 Penalty: 4000.994629
	Iteration 43Q: 3 clusters Score -315564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -315569.687500 Penalty: 4000.994629
	Iteration 44Q: 3 clusters Score -315569.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -315574.656250 Penalty: 4000.994629
	Iteration 45Q: 3 clusters Score -315574.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -315577.312500 Penalty: 4000.994629
	Iteration 46Q: 3 clusters Score -315577.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -315578.312500 Penalty: 4000.994629
	Iteration 47Q: 3 clusters Score -315578.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -315580.031250 Penalty: 4000.994629
	Iteration 48Q: 3 clusters Score -315580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -315580.718750 Penalty: 4000.994629
	Iteration 49Q: 3 clusters Score -315580.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -315583.875000 Penalty: 4000.994629
	Iteration 50Q: 3 clusters Score -315583.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -315588.937500 Penalty: 4000.994629
	Iteration 51Q: 3 clusters Score -315588.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -315596.437500 Penalty: 4000.994629
	Iteration 52Q: 3 clusters Score -315596.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -315604.500000 Penalty: 4000.994629
	Iteration 53Q: 3 clusters Score -315604.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -315610.093750 Penalty: 4000.994629
	Iteration 54Q: 3 clusters Score -315610.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -315615.437500 Penalty: 4000.994629
	Iteration 55Q: 3 clusters Score -315615.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -315619.968750 Penalty: 4000.994629
	Iteration 56Q: 3 clusters Score -315620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -315623.937500 Penalty: 4000.994629
	Iteration 57Q: 3 clusters Score -315623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -315624.656250 Penalty: 4000.994629
	Iteration 58Q: 3 clusters Score -315624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -315625.000000 Penalty: 4000.994629
	Iteration 59Q: 3 clusters Score -315625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -315626.593750 Penalty: 4000.994629
	Iteration 60F: 3 clusters Score -315626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -315627.937500 Penalty: 4000.994629
	Iteration 61Q: 3 clusters Score -315627.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -315629.656250 Penalty: 4000.994629
	Iteration 62Q: 3 clusters Score -315629.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -315629.656250 Penalty: 4000.994629
	Iteration 63F: 3 clusters Score -315629.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (285715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285715 members 
Entering Unmasked Estep 
Score: -28594720.000000 Penalty: 3115.562012
	Iteration 0F: 2 clusters Score -2.859472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142579 members 
Mstep: Class 2 contains 143136 members 
Entering Unmasked Estep 
Score: -28412852.000000 Penalty: 6231.124023
	Iteration 0F: 3 clusters Score -2.841285e+07 nChanged 138575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140636 members 
Mstep: Class 2 contains 145079 members 
Entering Unmasked Estep 
Score: -28495142.000000 Penalty: 6231.124023
	Iteration 1F: 3 clusters Score -2.849514e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139268 members 
Mstep: Class 2 contains 146447 members 
Entering Unmasked Estep 
Score: -28496708.000000 Penalty: 6231.124023
	Iteration 2Q: 3 clusters Score -2.849671e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137218 members 
Mstep: Class 2 contains 148497 members 
Entering Unmasked Estep 
Score: -28498668.000000 Penalty: 6231.124023
	Iteration 3Q: 3 clusters Score -2.849867e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134163 members 
Mstep: Class 2 contains 151552 members 
Entering Unmasked Estep 
Score: -28501482.000000 Penalty: 6231.124023
	Iteration 4Q: 3 clusters Score -2.850148e+07 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129661 members 
Mstep: Class 2 contains 156054 members 
Entering Unmasked Estep 
Score: -28505868.000000 Penalty: 6231.124023
	Iteration 5Q: 3 clusters Score -2.850587e+07 nChanged 12668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123051 members 
Mstep: Class 2 contains 162664 members 
Entering Unmasked Estep 
Score: -28512394.000000 Penalty: 6231.124023
	Iteration 6Q: 3 clusters Score -2.851239e+07 nChanged 14919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113964 members 
Mstep: Class 2 contains 171751 members 
Entering Unmasked Estep 
Score: -28521264.000000 Penalty: 6231.124023
	Iteration 7F: 3 clusters Score -2.852126e+07 nChanged 16583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102537 members 
Mstep: Class 2 contains 183178 members 
Entering Unmasked Estep 
Score: -28531278.000000 Penalty: 6231.124023
	Iteration 8F: 3 clusters Score -2.853128e+07 nChanged 17201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89632 members 
Mstep: Class 2 contains 196083 members 
Entering Unmasked Estep 
Score: -28541770.000000 Penalty: 6231.124023
	Iteration 9F: 3 clusters Score -2.854177e+07 nChanged 16538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76042 members 
Mstep: Class 2 contains 209673 members 
Entering Unmasked Estep 
Score: -28551126.000000 Penalty: 6231.124023
	Iteration 10F: 3 clusters Score -2.855113e+07 nChanged 15013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62905 members 
Mstep: Class 2 contains 222810 members 
Entering Unmasked Estep 
Score: -28559304.000000 Penalty: 6231.124023
	Iteration 11F: 3 clusters Score -2.85593e+07 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 234535 members 
Entering Unmasked Estep 
Score: -28566518.000000 Penalty: 6231.124023
	Iteration 12Q: 3 clusters Score -2.856652e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 244383 members 
Entering Unmasked Estep 
Score: -28572542.000000 Penalty: 6231.124023
	Iteration 13Q: 3 clusters Score -2.857254e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 252169 members 
Entering Unmasked Estep 
Score: -28577490.000000 Penalty: 6231.124023
	Iteration 14Q: 3 clusters Score -2.857749e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 257972 members 
Entering Unmasked Estep 
Score: -28581674.000000 Penalty: 6231.124023
	Iteration 15Q: 3 clusters Score -2.858167e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 261990 members 
Entering Unmasked Estep 
Score: -28584966.000000 Penalty: 6231.124023
	Iteration 16Q: 3 clusters Score -2.858497e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 264633 members 
Entering Unmasked Estep 
Score: -28587540.000000 Penalty: 6231.124023
	Iteration 17Q: 3 clusters Score -2.858754e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 266299 members 
Entering Unmasked Estep 
Score: -28589216.000000 Penalty: 6231.124023
	Iteration 18Q: 3 clusters Score -2.858922e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 267355 members 
Entering Unmasked Estep 
Score: -28590158.000000 Penalty: 6231.124023
	Iteration 19Q: 3 clusters Score -2.859016e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 268009 members 
Entering Unmasked Estep 
Score: -28590602.000000 Penalty: 6231.124023
	Iteration 20F: 3 clusters Score -2.85906e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 268521 members 
Entering Unmasked Estep 
Score: -28590962.000000 Penalty: 6231.124023
	Iteration 21Q: 3 clusters Score -2.859096e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 268927 members 
Entering Unmasked Estep 
Score: -28591238.000000 Penalty: 6231.124023
	Iteration 22Q: 3 clusters Score -2.859124e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 269289 members 
Entering Unmasked Estep 
Score: -28591372.000000 Penalty: 6231.124023
	Iteration 23Q: 3 clusters Score -2.859137e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 269596 members 
Entering Unmasked Estep 
Score: -28591456.000000 Penalty: 6231.124023
	Iteration 24Q: 3 clusters Score -2.859146e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 269869 members 
Entering Unmasked Estep 
Score: -28591652.000000 Penalty: 6231.124023
	Iteration 25Q: 3 clusters Score -2.859165e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 270097 members 
Entering Unmasked Estep 
Score: -28591820.000000 Penalty: 6231.124023
	Iteration 26Q: 3 clusters Score -2.859182e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 270303 members 
Entering Unmasked Estep 
Score: -28591942.000000 Penalty: 6231.124023
	Iteration 27Q: 3 clusters Score -2.859194e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 270489 members 
Entering Unmasked Estep 
Score: -28591998.000000 Penalty: 6231.124023
	Iteration 28Q: 3 clusters Score -2.8592e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 270630 members 
Entering Unmasked Estep 
Score: -28592028.000000 Penalty: 6231.124023
	Iteration 29Q: 3 clusters Score -2.859203e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 270753 members 
Entering Unmasked Estep 
Score: -28592122.000000 Penalty: 6231.124023
	Iteration 30Q: 3 clusters Score -2.859212e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 270869 members 
Entering Unmasked Estep 
Score: -28592176.000000 Penalty: 6231.124023
	Iteration 31Q: 3 clusters Score -2.859218e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 270975 members 
Entering Unmasked Estep 
Score: -28592206.000000 Penalty: 6231.124023
	Iteration 32Q: 3 clusters Score -2.859221e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 271080 members 
Entering Unmasked Estep 
Score: -28592220.000000 Penalty: 6231.124023
	Iteration 33Q: 3 clusters Score -2.859222e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 271184 members 
Entering Unmasked Estep 
Score: -28592288.000000 Penalty: 6231.124023
	Iteration 34Q: 3 clusters Score -2.859229e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 271311 members 
Entering Unmasked Estep 
Score: -28592346.000000 Penalty: 6231.124023
	Iteration 35Q: 3 clusters Score -2.859235e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 271414 members 
Entering Unmasked Estep 
Score: -28592386.000000 Penalty: 6231.124023
	Iteration 36Q: 3 clusters Score -2.859239e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 271518 members 
Entering Unmasked Estep 
Score: -28592466.000000 Penalty: 6231.124023
	Iteration 37Q: 3 clusters Score -2.859247e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 271610 members 
Entering Unmasked Estep 
Score: -28592464.000000 Penalty: 6231.124023
	Iteration 38Q: 3 clusters Score -2.859246e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 271695 members 
Entering Unmasked Estep 
Score: -28592484.000000 Penalty: 6231.124023
	Iteration 39Q: 3 clusters Score -2.859248e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 271781 members 
Entering Unmasked Estep 
Score: -28592470.000000 Penalty: 6231.124023
	Iteration 40F: 3 clusters Score -2.859247e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 271854 members 
Entering Unmasked Estep 
Score: -28592468.000000 Penalty: 6231.124023
	Iteration 41Q: 3 clusters Score -2.859247e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 271928 members 
Entering Unmasked Estep 
Score: -28592506.000000 Penalty: 6231.124023
	Iteration 42Q: 3 clusters Score -2.859251e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 272009 members 
Entering Unmasked Estep 
Score: -28592500.000000 Penalty: 6231.124023
	Iteration 43Q: 3 clusters Score -2.85925e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 272086 members 
Entering Unmasked Estep 
Score: -28592532.000000 Penalty: 6231.124023
	Iteration 44Q: 3 clusters Score -2.859253e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 272153 members 
Entering Unmasked Estep 
Score: -28592534.000000 Penalty: 6231.124023
	Iteration 45Q: 3 clusters Score -2.859253e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 272215 members 
Entering Unmasked Estep 
Score: -28592514.000000 Penalty: 6231.124023
	Iteration 46Q: 3 clusters Score -2.859251e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 272277 members 
Entering Unmasked Estep 
Score: -28592478.000000 Penalty: 6231.124023
	Iteration 47Q: 3 clusters Score -2.859248e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 272337 members 
Entering Unmasked Estep 
Score: -28592476.000000 Penalty: 6231.124023
	Iteration 48Q: 3 clusters Score -2.859248e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 272390 members 
Entering Unmasked Estep 
Score: -28592438.000000 Penalty: 6231.124023
	Iteration 49Q: 3 clusters Score -2.859244e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 272447 members 
Entering Unmasked Estep 
Score: -28592472.000000 Penalty: 6231.124023
	Iteration 50Q: 3 clusters Score -2.859247e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 272507 members 
Entering Unmasked Estep 
Score: -28592526.000000 Penalty: 6231.124023
	Iteration 51Q: 3 clusters Score -2.859253e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 272549 members 
Entering Unmasked Estep 
Score: -28592534.000000 Penalty: 6231.124023
	Iteration 52Q: 3 clusters Score -2.859253e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 272593 members 
Entering Unmasked Estep 
Score: -28592560.000000 Penalty: 6231.124023
	Iteration 53Q: 3 clusters Score -2.859256e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 272628 members 
Entering Unmasked Estep 
Score: -28592538.000000 Penalty: 6231.124023
	Iteration 54Q: 3 clusters Score -2.859254e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 272669 members 
Entering Unmasked Estep 
Score: -28592526.000000 Penalty: 6231.124023
	Iteration 55Q: 3 clusters Score -2.859253e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 272706 members 
Entering Unmasked Estep 
Score: -28592542.000000 Penalty: 6231.124023
	Iteration 56Q: 3 clusters Score -2.859254e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 272738 members 
Entering Unmasked Estep 
Score: -28592548.000000 Penalty: 6231.124023
	Iteration 57Q: 3 clusters Score -2.859255e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 272788 members 
Entering Unmasked Estep 
Score: -28592572.000000 Penalty: 6231.124023
	Iteration 58Q: 3 clusters Score -2.859257e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 272831 members 
Entering Unmasked Estep 
Score: -28592588.000000 Penalty: 6231.124023
	Iteration 59Q: 3 clusters Score -2.859259e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 272870 members 
Entering Unmasked Estep 
Score: -28592560.000000 Penalty: 6231.124023
	Iteration 60F: 3 clusters Score -2.859256e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 272904 members 
Entering Unmasked Estep 
Score: -28592584.000000 Penalty: 6231.124023
	Iteration 61Q: 3 clusters Score -2.859258e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 272936 members 
Entering Unmasked Estep 
Score: -28592584.000000 Penalty: 6231.124023
	Iteration 62Q: 3 clusters Score -2.859258e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 272962 members 
Entering Unmasked Estep 
Score: -28592568.000000 Penalty: 6231.124023
	Iteration 63Q: 3 clusters Score -2.859257e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 272983 members 
Entering Unmasked Estep 
Score: -28592542.000000 Penalty: 6231.124023
	Iteration 64Q: 3 clusters Score -2.859254e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 273017 members 
Entering Unmasked Estep 
Score: -28592570.000000 Penalty: 6231.124023
	Iteration 65Q: 3 clusters Score -2.859257e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 273059 members 
Entering Unmasked Estep 
Score: -28592592.000000 Penalty: 6231.124023
	Iteration 66Q: 3 clusters Score -2.859259e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 273098 members 
Entering Unmasked Estep 
Score: -28592576.000000 Penalty: 6231.124023
	Iteration 67Q: 3 clusters Score -2.859258e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 273139 members 
Entering Unmasked Estep 
Score: -28592608.000000 Penalty: 6231.124023
	Iteration 68Q: 3 clusters Score -2.859261e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 273169 members 
Entering Unmasked Estep 
Score: -28592618.000000 Penalty: 6231.124023
	Iteration 69Q: 3 clusters Score -2.859262e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 273195 members 
Entering Unmasked Estep 
Score: -28592614.000000 Penalty: 6231.124023
	Iteration 70Q: 3 clusters Score -2.859261e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 273225 members 
Entering Unmasked Estep 
Score: -28592622.000000 Penalty: 6231.124023
	Iteration 71Q: 3 clusters Score -2.859262e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 273249 members 
Entering Unmasked Estep 
Score: -28592606.000000 Penalty: 6231.124023
	Iteration 72Q: 3 clusters Score -2.859261e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 273261 members 
Entering Unmasked Estep 
Score: -28592628.000000 Penalty: 6231.124023
	Iteration 73Q: 3 clusters Score -2.859263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 273272 members 
Entering Unmasked Estep 
Score: -28592634.000000 Penalty: 6231.124023
	Iteration 74Q: 3 clusters Score -2.859263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 273287 members 
Entering Unmasked Estep 
Score: -28592638.000000 Penalty: 6231.124023
	Iteration 75Q: 3 clusters Score -2.859264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 273304 members 
Entering Unmasked Estep 
Score: -28592640.000000 Penalty: 6231.124023
	Iteration 76Q: 3 clusters Score -2.859264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 273312 members 
Entering Unmasked Estep 
Score: -28592632.000000 Penalty: 6231.124023
	Iteration 77Q: 3 clusters Score -2.859263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 273324 members 
Entering Unmasked Estep 
Score: -28592644.000000 Penalty: 6231.124023
	Iteration 78Q: 3 clusters Score -2.859264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 273337 members 
Entering Unmasked Estep 
Score: -28592658.000000 Penalty: 6231.124023
	Iteration 79Q: 3 clusters Score -2.859266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 273353 members 
Entering Unmasked Estep 
Score: -28592666.000000 Penalty: 6231.124023
	Iteration 80F: 3 clusters Score -2.859267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 273366 members 
Entering Unmasked Estep 
Score: -28592680.000000 Penalty: 6231.124023
	Iteration 81Q: 3 clusters Score -2.859268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 273384 members 
Entering Unmasked Estep 
Score: -28592686.000000 Penalty: 6231.124023
	Iteration 82Q: 3 clusters Score -2.859269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 273401 members 
Entering Unmasked Estep 
Score: -28592688.000000 Penalty: 6231.124023
	Iteration 83Q: 3 clusters Score -2.859269e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 273424 members 
Entering Unmasked Estep 
Score: -28592668.000000 Penalty: 6231.124023
	Iteration 84Q: 3 clusters Score -2.859267e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 273447 members 
Entering Unmasked Estep 
Score: -28592658.000000 Penalty: 6231.124023
	Iteration 85Q: 3 clusters Score -2.859266e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 273469 members 
Entering Unmasked Estep 
Score: -28592666.000000 Penalty: 6231.124023
	Iteration 86Q: 3 clusters Score -2.859267e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 273489 members 
Entering Unmasked Estep 
Score: -28592684.000000 Penalty: 6231.124023
	Iteration 87Q: 3 clusters Score -2.859268e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 273513 members 
Entering Unmasked Estep 
Score: -28592690.000000 Penalty: 6231.124023
	Iteration 88Q: 3 clusters Score -2.859269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 273534 members 
Entering Unmasked Estep 
Score: -28592688.000000 Penalty: 6231.124023
	Iteration 89Q: 3 clusters Score -2.859269e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 273553 members 
Entering Unmasked Estep 
Score: -28592698.000000 Penalty: 6231.124023
	Iteration 90Q: 3 clusters Score -2.85927e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 273578 members 
Entering Unmasked Estep 
Score: -28592674.000000 Penalty: 6231.124023
	Iteration 91Q: 3 clusters Score -2.859267e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 273595 members 
Entering Unmasked Estep 
Score: -28592682.000000 Penalty: 6231.124023
	Iteration 92Q: 3 clusters Score -2.859268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 273614 members 
Entering Unmasked Estep 
Score: -28592688.000000 Penalty: 6231.124023
	Iteration 93Q: 3 clusters Score -2.859269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 273633 members 
Entering Unmasked Estep 
Score: -28592700.000000 Penalty: 6231.124023
	Iteration 94Q: 3 clusters Score -2.85927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 273657 members 
Entering Unmasked Estep 
Score: -28592700.000000 Penalty: 6231.124023
	Iteration 95Q: 3 clusters Score -2.85927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 273674 members 
Entering Unmasked Estep 
Score: -28592672.000000 Penalty: 6231.124023
	Iteration 96Q: 3 clusters Score -2.859267e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 273702 members 
Entering Unmasked Estep 
Score: -28592690.000000 Penalty: 6231.124023
	Iteration 97Q: 3 clusters Score -2.859269e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 273732 members 
Entering Unmasked Estep 
Score: -28592714.000000 Penalty: 6231.124023
	Iteration 98Q: 3 clusters Score -2.859271e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 273757 members 
Entering Unmasked Estep 
Score: -28592700.000000 Penalty: 6231.124023
	Iteration 99Q: 3 clusters Score -2.85927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 273771 members 
Entering Unmasked Estep 
Score: -28592718.000000 Penalty: 6231.124023
	Iteration 100F: 3 clusters Score -2.859272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 273784 members 
Entering Unmasked Estep 
Score: -28592732.000000 Penalty: 6231.124023
	Iteration 101Q: 3 clusters Score -2.859273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 273794 members 
Entering Unmasked Estep 
Score: -28592718.000000 Penalty: 6231.124023
	Iteration 102Q: 3 clusters Score -2.859272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 273803 members 
Entering Unmasked Estep 
Score: -28592728.000000 Penalty: 6231.124023
	Iteration 103Q: 3 clusters Score -2.859273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 273814 members 
Entering Unmasked Estep 
Score: -28592728.000000 Penalty: 6231.124023
	Iteration 104Q: 3 clusters Score -2.859273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 273821 members 
Entering Unmasked Estep 
Score: -28592714.000000 Penalty: 6231.124023
	Iteration 105Q: 3 clusters Score -2.859271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 273832 members 
Entering Unmasked Estep 
Score: -28592732.000000 Penalty: 6231.124023
	Iteration 106Q: 3 clusters Score -2.859273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 273845 members 
Entering Unmasked Estep 
Score: -28592720.000000 Penalty: 6231.124023
	Iteration 107Q: 3 clusters Score -2.859272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 273862 members 
Entering Unmasked Estep 
Score: -28592712.000000 Penalty: 6231.124023
	Iteration 108Q: 3 clusters Score -2.859271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 273879 members 
Entering Unmasked Estep 
Score: -28592698.000000 Penalty: 6231.124023
	Iteration 109Q: 3 clusters Score -2.85927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 273896 members 
Entering Unmasked Estep 
Score: -28592694.000000 Penalty: 6231.124023
	Iteration 110Q: 3 clusters Score -2.859269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 273916 members 
Entering Unmasked Estep 
Score: -28592668.000000 Penalty: 6231.124023
	Iteration 111Q: 3 clusters Score -2.859267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 273931 members 
Entering Unmasked Estep 
Score: -28592698.000000 Penalty: 6231.124023
	Iteration 112Q: 3 clusters Score -2.85927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 273953 members 
Entering Unmasked Estep 
Score: -28592710.000000 Penalty: 6231.124023
	Iteration 113Q: 3 clusters Score -2.859271e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 273977 members 
Entering Unmasked Estep 
Score: -28592730.000000 Penalty: 6231.124023
	Iteration 114Q: 3 clusters Score -2.859273e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 274000 members 
Entering Unmasked Estep 
Score: -28592738.000000 Penalty: 6231.124023
	Iteration 115Q: 3 clusters Score -2.859274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 274017 members 
Entering Unmasked Estep 
Score: -28592772.000000 Penalty: 6231.124023
	Iteration 116Q: 3 clusters Score -2.859277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 274033 members 
Entering Unmasked Estep 
Score: -28592744.000000 Penalty: 6231.124023
	Iteration 117Q: 3 clusters Score -2.859274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 274045 members 
Entering Unmasked Estep 
Score: -28592766.000000 Penalty: 6231.124023
	Iteration 118Q: 3 clusters Score -2.859277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 274056 members 
Entering Unmasked Estep 
Score: -28592766.000000 Penalty: 6231.124023
	Iteration 119Q: 3 clusters Score -2.859277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 274066 members 
Entering Unmasked Estep 
Score: -28592766.000000 Penalty: 6231.124023
	Iteration 120F: 3 clusters Score -2.859277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 274077 members 
Entering Unmasked Estep 
Score: -28592754.000000 Penalty: 6231.124023
	Iteration 121Q: 3 clusters Score -2.859275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 274089 members 
Entering Unmasked Estep 
Score: -28592772.000000 Penalty: 6231.124023
	Iteration 122Q: 3 clusters Score -2.859277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 274098 members 
Entering Unmasked Estep 
Score: -28592792.000000 Penalty: 6231.124023
	Iteration 123Q: 3 clusters Score -2.859279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 274104 members 
Entering Unmasked Estep 
Score: -28592782.000000 Penalty: 6231.124023
	Iteration 124Q: 3 clusters Score -2.859278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 274109 members 
Entering Unmasked Estep 
Score: -28592790.000000 Penalty: 6231.124023
	Iteration 125Q: 3 clusters Score -2.859279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 274113 members 
Entering Unmasked Estep 
Score: -28592806.000000 Penalty: 6231.124023
	Iteration 126Q: 3 clusters Score -2.859281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 274117 members 
Entering Unmasked Estep 
Score: -28592786.000000 Penalty: 6231.124023
	Iteration 127Q: 3 clusters Score -2.859279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 274122 members 
Entering Unmasked Estep 
Score: -28592804.000000 Penalty: 6231.124023
	Iteration 128Q: 3 clusters Score -2.85928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 274129 members 
Entering Unmasked Estep 
Score: -28592790.000000 Penalty: 6231.124023
	Iteration 129Q: 3 clusters Score -2.859279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 274136 members 
Entering Unmasked Estep 
Score: -28592790.000000 Penalty: 6231.124023
	Iteration 130Q: 3 clusters Score -2.859279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 274146 members 
Entering Unmasked Estep 
Score: -28592806.000000 Penalty: 6231.124023
	Iteration 131Q: 3 clusters Score -2.859281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 274151 members 
Entering Unmasked Estep 
Score: -28592804.000000 Penalty: 6231.124023
	Iteration 132Q: 3 clusters Score -2.85928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 274160 members 
Entering Unmasked Estep 
Score: -28592790.000000 Penalty: 6231.124023
	Iteration 133Q: 3 clusters Score -2.859279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 274169 members 
Entering Unmasked Estep 
Score: -28592790.000000 Penalty: 6231.124023
	Iteration 134Q: 3 clusters Score -2.859279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 274183 members 
Entering Unmasked Estep 
Score: -28592800.000000 Penalty: 6231.124023
	Iteration 135Q: 3 clusters Score -2.85928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 274196 members 
Entering Unmasked Estep 
Score: -28592804.000000 Penalty: 6231.124023
	Iteration 136Q: 3 clusters Score -2.85928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 274205 members 
Entering Unmasked Estep 
Score: -28592812.000000 Penalty: 6231.124023
	Iteration 137Q: 3 clusters Score -2.859281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 274218 members 
Entering Unmasked Estep 
Score: -28592808.000000 Penalty: 6231.124023
	Iteration 138Q: 3 clusters Score -2.859281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 274231 members 
Entering Unmasked Estep 
Score: -28592808.000000 Penalty: 6231.124023
	Iteration 139Q: 3 clusters Score -2.859281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 274237 members 
Entering Unmasked Estep 
Score: -28592810.000000 Penalty: 6231.124023
	Iteration 140F: 3 clusters Score -2.859281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 274242 members 
Entering Unmasked Estep 
Score: -28592800.000000 Penalty: 6231.124023
	Iteration 141Q: 3 clusters Score -2.85928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 274248 members 
Entering Unmasked Estep 
Score: -28592822.000000 Penalty: 6231.124023
	Iteration 142Q: 3 clusters Score -2.859282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 274254 members 
Entering Unmasked Estep 
Score: -28592832.000000 Penalty: 6231.124023
	Iteration 143Q: 3 clusters Score -2.859283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 274257 members 
Entering Unmasked Estep 
Score: -28592828.000000 Penalty: 6231.124023
	Iteration 144Q: 3 clusters Score -2.859283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 274257 members 
Entering Unmasked Estep 
Score: -28592834.000000 Penalty: 6231.124023
	Iteration 145Q: 3 clusters Score -2.859283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 274261 members 
Entering Unmasked Estep 
Score: -28592834.000000 Penalty: 6231.124023
	Iteration 146Q: 3 clusters Score -2.859283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 274265 members 
Entering Unmasked Estep 
Score: -28592838.000000 Penalty: 6231.124023
	Iteration 147Q: 3 clusters Score -2.859284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 274271 members 
Entering Unmasked Estep 
Score: -28592832.000000 Penalty: 6231.124023
	Iteration 148Q: 3 clusters Score -2.859283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 274279 members 
Entering Unmasked Estep 
Score: -28592834.000000 Penalty: 6231.124023
	Iteration 149Q: 3 clusters Score -2.859283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 274287 members 
Entering Unmasked Estep 
Score: -28592844.000000 Penalty: 6231.124023
	Iteration 150Q: 3 clusters Score -2.859284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 274295 members 
Entering Unmasked Estep 
Score: -28592864.000000 Penalty: 6231.124023
	Iteration 151Q: 3 clusters Score -2.859286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 274301 members 
Entering Unmasked Estep 
Score: -28592854.000000 Penalty: 6231.124023
	Iteration 152Q: 3 clusters Score -2.859285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 274304 members 
Entering Unmasked Estep 
Score: -28592846.000000 Penalty: 6231.124023
	Iteration 153Q: 3 clusters Score -2.859285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 274307 members 
Entering Unmasked Estep 
Score: -28592854.000000 Penalty: 6231.124023
	Iteration 154Q: 3 clusters Score -2.859285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 274310 members 
Entering Unmasked Estep 
Score: -28592870.000000 Penalty: 6231.124023
	Iteration 155Q: 3 clusters Score -2.859287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 274317 members 
Entering Unmasked Estep 
Score: -28592840.000000 Penalty: 6231.124023
	Iteration 156Q: 3 clusters Score -2.859284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 274321 members 
Entering Unmasked Estep 
Score: -28592834.000000 Penalty: 6231.124023
	Iteration 157Q: 3 clusters Score -2.859283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 274322 members 
Entering Unmasked Estep 
Score: -28592844.000000 Penalty: 6231.124023
	Iteration 158Q: 3 clusters Score -2.859284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 274327 members 
Entering Unmasked Estep 
Score: -28592848.000000 Penalty: 6231.124023
	Iteration 159Q: 3 clusters Score -2.859285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 274335 members 
Entering Unmasked Estep 
Score: -28592850.000000 Penalty: 6231.124023
	Iteration 160F: 3 clusters Score -2.859285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 274340 members 
Entering Unmasked Estep 
Score: -28592852.000000 Penalty: 6231.124023
	Iteration 161Q: 3 clusters Score -2.859285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 274343 members 
Entering Unmasked Estep 
Score: -28592854.000000 Penalty: 6231.124023
	Iteration 162Q: 3 clusters Score -2.859285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 274347 members 
Entering Unmasked Estep 
Score: -28592870.000000 Penalty: 6231.124023
	Iteration 163Q: 3 clusters Score -2.859287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 274352 members 
Entering Unmasked Estep 
Score: -28592870.000000 Penalty: 6231.124023
	Iteration 164Q: 3 clusters Score -2.859287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 274353 members 
Entering Unmasked Estep 
Score: -28592868.000000 Penalty: 6231.124023
	Iteration 165Q: 3 clusters Score -2.859287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 274357 members 
Entering Unmasked Estep 
Score: -28592868.000000 Penalty: 6231.124023
	Iteration 166Q: 3 clusters Score -2.859287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 274360 members 
Entering Unmasked Estep 
Score: -28592868.000000 Penalty: 6231.124023
	Iteration 167Q: 3 clusters Score -2.859287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 274363 members 
Entering Unmasked Estep 
Score: -28592888.000000 Penalty: 6231.124023
	Iteration 168Q: 3 clusters Score -2.859289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 274367 members 
Entering Unmasked Estep 
Score: -28592878.000000 Penalty: 6231.124023
	Iteration 169Q: 3 clusters Score -2.859288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 274370 members 
Entering Unmasked Estep 
Score: -28592888.000000 Penalty: 6231.124023
	Iteration 170Q: 3 clusters Score -2.859289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 274380 members 
Entering Unmasked Estep 
Score: -28592880.000000 Penalty: 6231.124023
	Iteration 171Q: 3 clusters Score -2.859288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 274398 members 
Entering Unmasked Estep 
Score: -28592874.000000 Penalty: 6231.124023
	Iteration 172Q: 3 clusters Score -2.859287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 274413 members 
Entering Unmasked Estep 
Score: -28592880.000000 Penalty: 6231.124023
	Iteration 173Q: 3 clusters Score -2.859288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 274424 members 
Entering Unmasked Estep 
Score: -28592878.000000 Penalty: 6231.124023
	Iteration 174Q: 3 clusters Score -2.859288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 274435 members 
Entering Unmasked Estep 
Score: -28592876.000000 Penalty: 6231.124023
	Iteration 175Q: 3 clusters Score -2.859288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 274447 members 
Entering Unmasked Estep 
Score: -28592854.000000 Penalty: 6231.124023
	Iteration 176Q: 3 clusters Score -2.859285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 274456 members 
Entering Unmasked Estep 
Score: -28592864.000000 Penalty: 6231.124023
	Iteration 177Q: 3 clusters Score -2.859286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 274462 members 
Entering Unmasked Estep 
Score: -28592876.000000 Penalty: 6231.124023
	Iteration 178Q: 3 clusters Score -2.859288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 274469 members 
Entering Unmasked Estep 
Score: -28592884.000000 Penalty: 6231.124023
	Iteration 179Q: 3 clusters Score -2.859288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 274474 members 
Entering Unmasked Estep 
Score: -28592872.000000 Penalty: 6231.124023
	Iteration 180F: 3 clusters Score -2.859287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 274480 members 
Entering Unmasked Estep 
Score: -28592870.000000 Penalty: 6231.124023
	Iteration 181Q: 3 clusters Score -2.859287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 274486 members 
Entering Unmasked Estep 
Score: -28592884.000000 Penalty: 6231.124023
	Iteration 182Q: 3 clusters Score -2.859288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 274493 members 
Entering Unmasked Estep 
Score: -28592882.000000 Penalty: 6231.124023
	Iteration 183Q: 3 clusters Score -2.859288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 274498 members 
Entering Unmasked Estep 
Score: -28592890.000000 Penalty: 6231.124023
	Iteration 184Q: 3 clusters Score -2.859289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 274499 members 
Entering Unmasked Estep 
Score: -28592888.000000 Penalty: 6231.124023
	Iteration 185Q: 3 clusters Score -2.859289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 274499 members 
Entering Unmasked Estep 
Score: -28592888.000000 Penalty: 6231.124023
	Iteration 186F: 3 clusters Score -2.859289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Entering Unmasked Estep 
Score: -4384132.500000 Penalty: 2647.304199
	Iteration 0F: 2 clusters Score -4384132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -4354891.500000 Penalty: 5294.608398
	Iteration 0F: 3 clusters Score -4354892 nChanged 20029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -4365917.500000 Penalty: 5294.608398
	Iteration 1F: 3 clusters Score -4365918 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -4366412.500000 Penalty: 5294.608398
	Iteration 2Q: 3 clusters Score -4366412 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -4366885.500000 Penalty: 5294.608398
	Iteration 3Q: 3 clusters Score -4366886 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4367441.500000 Penalty: 5294.608398
	Iteration 4Q: 3 clusters Score -4367442 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -4368133.000000 Penalty: 5294.608398
	Iteration 5Q: 3 clusters Score -4368133 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -4369093.000000 Penalty: 5294.608398
	Iteration 6Q: 3 clusters Score -4369093 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -4370507.000000 Penalty: 5294.608398
	Iteration 7F: 3 clusters Score -4370507 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -4372439.000000 Penalty: 5294.608398
	Iteration 8F: 3 clusters Score -4372439 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -4374548.500000 Penalty: 5294.608398
	Iteration 9F: 3 clusters Score -4374548 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -4376416.000000 Penalty: 5294.608398
	Iteration 10F: 3 clusters Score -4376416 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -4377875.500000 Penalty: 5294.608398
	Iteration 11Q: 3 clusters Score -4377876 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -4378797.000000 Penalty: 5294.608398
	Iteration 12Q: 3 clusters Score -4378797 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -4379447.000000 Penalty: 5294.608398
	Iteration 13Q: 3 clusters Score -4379447 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4379959.500000 Penalty: 5294.608398
	Iteration 14Q: 3 clusters Score -4379960 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4380414.500000 Penalty: 5294.608398
	Iteration 15Q: 3 clusters Score -4380414 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4380781.500000 Penalty: 5294.608398
	Iteration 16Q: 3 clusters Score -4380782 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4381029.500000 Penalty: 5294.608398
	Iteration 17Q: 3 clusters Score -4381030 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4381250.000000 Penalty: 5294.608398
	Iteration 18Q: 3 clusters Score -4381250 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4381396.000000 Penalty: 5294.608398
	Iteration 19Q: 3 clusters Score -4381396 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4381505.500000 Penalty: 5294.608398
	Iteration 20F: 3 clusters Score -4381506 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4381585.000000 Penalty: 5294.608398
	Iteration 21Q: 3 clusters Score -4381585 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4381637.000000 Penalty: 5294.608398
	Iteration 22Q: 3 clusters Score -4381637 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4381673.500000 Penalty: 5294.608398
	Iteration 23Q: 3 clusters Score -4381674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4381705.000000 Penalty: 5294.608398
	Iteration 24Q: 3 clusters Score -4381705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4381729.000000 Penalty: 5294.608398
	Iteration 25Q: 3 clusters Score -4381729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4381746.500000 Penalty: 5294.608398
	Iteration 26Q: 3 clusters Score -4381746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4381769.500000 Penalty: 5294.608398
	Iteration 27Q: 3 clusters Score -4381770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4381785.000000 Penalty: 5294.608398
	Iteration 28Q: 3 clusters Score -4381785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4381797.000000 Penalty: 5294.608398
	Iteration 29Q: 3 clusters Score -4381797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4381804.500000 Penalty: 5294.608398
	Iteration 30Q: 3 clusters Score -4381804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4381814.000000 Penalty: 5294.608398
	Iteration 31Q: 3 clusters Score -4381814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4381820.500000 Penalty: 5294.608398
	Iteration 32Q: 3 clusters Score -4381820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4381820.500000 Penalty: 5294.608398
	Iteration 33Q: 3 clusters Score -4381820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4381827.500000 Penalty: 5294.608398
	Iteration 34Q: 3 clusters Score -4381828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4381824.500000 Penalty: 5294.608398
	Iteration 35Q: 3 clusters Score -4381824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4381831.500000 Penalty: 5294.608398
	Iteration 36Q: 3 clusters Score -4381832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4381836.000000 Penalty: 5294.608398
	Iteration 37Q: 3 clusters Score -4381836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4381840.000000 Penalty: 5294.608398
	Iteration 38Q: 3 clusters Score -4381840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4381834.500000 Penalty: 5294.608398
	Iteration 39Q: 3 clusters Score -4381834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4381835.000000 Penalty: 5294.608398
	Iteration 40F: 3 clusters Score -4381835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4381841.000000 Penalty: 5294.608398
	Iteration 41Q: 3 clusters Score -4381841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4381842.000000 Penalty: 5294.608398
	Iteration 42Q: 3 clusters Score -4381842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4381847.500000 Penalty: 5294.608398
	Iteration 43Q: 3 clusters Score -4381848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4381847.000000 Penalty: 5294.608398
	Iteration 44Q: 3 clusters Score -4381847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4381848.500000 Penalty: 5294.608398
	Iteration 45Q: 3 clusters Score -4381848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4381847.000000 Penalty: 5294.608398
	Iteration 46Q: 3 clusters Score -4381847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4381849.000000 Penalty: 5294.608398
	Iteration 47Q: 3 clusters Score -4381849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4381848.000000 Penalty: 5294.608398
	Iteration 48Q: 3 clusters Score -4381848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4381848.000000 Penalty: 5294.608398
	Iteration 49F: 3 clusters Score -4381848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Entering Unmasked Estep 
Score: -1592718.000000 Penalty: 2406.954834
	Iteration 0F: 2 clusters Score -1592718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1580981.625000 Penalty: 4813.909668
	Iteration 0F: 3 clusters Score -1580982 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1584621.375000 Penalty: 4813.909668
	Iteration 1F: 3 clusters Score -1584621 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1585107.000000 Penalty: 4813.909668
	Iteration 2F: 3 clusters Score -1585107 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1585574.500000 Penalty: 4813.909668
	Iteration 3F: 3 clusters Score -1585574 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1586042.375000 Penalty: 4813.909668
	Iteration 4Q: 3 clusters Score -1586042 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1586516.500000 Penalty: 4813.909668
	Iteration 5F: 3 clusters Score -1586516 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1587005.500000 Penalty: 4813.909668
	Iteration 6Q: 3 clusters Score -1587006 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1587489.250000 Penalty: 4813.909668
	Iteration 7Q: 3 clusters Score -1587489 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1587959.625000 Penalty: 4813.909668
	Iteration 8Q: 3 clusters Score -1587960 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1588375.250000 Penalty: 4813.909668
	Iteration 9Q: 3 clusters Score -1588375 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1588713.125000 Penalty: 4813.909668
	Iteration 10Q: 3 clusters Score -1588713 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1588978.625000 Penalty: 4813.909668
	Iteration 11Q: 3 clusters Score -1588979 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1589169.000000 Penalty: 4813.909668
	Iteration 12Q: 3 clusters Score -1589169 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1589319.625000 Penalty: 4813.909668
	Iteration 13Q: 3 clusters Score -1589320 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1589443.125000 Penalty: 4813.909668
	Iteration 14Q: 3 clusters Score -1589443 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1589524.375000 Penalty: 4813.909668
	Iteration 15Q: 3 clusters Score -1589524 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1589594.500000 Penalty: 4813.909668
	Iteration 16Q: 3 clusters Score -1589594 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1589647.250000 Penalty: 4813.909668
	Iteration 17Q: 3 clusters Score -1589647 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1589682.000000 Penalty: 4813.909668
	Iteration 18Q: 3 clusters Score -1589682 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1589714.750000 Penalty: 4813.909668
	Iteration 19Q: 3 clusters Score -1589715 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1589757.250000 Penalty: 4813.909668
	Iteration 20F: 3 clusters Score -1589757 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1589786.375000 Penalty: 4813.909668
	Iteration 21Q: 3 clusters Score -1589786 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1589805.875000 Penalty: 4813.909668
	Iteration 22Q: 3 clusters Score -1589806 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1589830.750000 Penalty: 4813.909668
	Iteration 23Q: 3 clusters Score -1589831 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1589856.000000 Penalty: 4813.909668
	Iteration 24Q: 3 clusters Score -1589856 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1589881.375000 Penalty: 4813.909668
	Iteration 25Q: 3 clusters Score -1589881 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1589916.250000 Penalty: 4813.909668
	Iteration 26Q: 3 clusters Score -1589916 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1589947.500000 Penalty: 4813.909668
	Iteration 27Q: 3 clusters Score -1589948 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1589966.125000 Penalty: 4813.909668
	Iteration 28Q: 3 clusters Score -1589966 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1589992.000000 Penalty: 4813.909668
	Iteration 29Q: 3 clusters Score -1589992 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1590021.750000 Penalty: 4813.909668
	Iteration 30Q: 3 clusters Score -1590022 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1590045.125000 Penalty: 4813.909668
	Iteration 31Q: 3 clusters Score -1590045 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1590085.375000 Penalty: 4813.909668
	Iteration 32Q: 3 clusters Score -1590085 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1590121.500000 Penalty: 4813.909668
	Iteration 33Q: 3 clusters Score -1590122 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1590154.500000 Penalty: 4813.909668
	Iteration 34Q: 3 clusters Score -1590154 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1590179.250000 Penalty: 4813.909668
	Iteration 35Q: 3 clusters Score -1590179 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1590204.500000 Penalty: 4813.909668
	Iteration 36Q: 3 clusters Score -1590204 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1590231.625000 Penalty: 4813.909668
	Iteration 37Q: 3 clusters Score -1590232 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1590249.625000 Penalty: 4813.909668
	Iteration 38Q: 3 clusters Score -1590250 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1590268.250000 Penalty: 4813.909668
	Iteration 39Q: 3 clusters Score -1590268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1590293.875000 Penalty: 4813.909668
	Iteration 40F: 3 clusters Score -1590294 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1590316.625000 Penalty: 4813.909668
	Iteration 41Q: 3 clusters Score -1590317 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1590329.375000 Penalty: 4813.909668
	Iteration 42Q: 3 clusters Score -1590329 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1590351.125000 Penalty: 4813.909668
	Iteration 43Q: 3 clusters Score -1590351 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1590366.750000 Penalty: 4813.909668
	Iteration 44Q: 3 clusters Score -1590367 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1590391.000000 Penalty: 4813.909668
	Iteration 45Q: 3 clusters Score -1590391 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1590408.375000 Penalty: 4813.909668
	Iteration 46Q: 3 clusters Score -1590408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1590438.375000 Penalty: 4813.909668
	Iteration 47Q: 3 clusters Score -1590438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1590456.625000 Penalty: 4813.909668
	Iteration 48Q: 3 clusters Score -1590457 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1590475.625000 Penalty: 4813.909668
	Iteration 49Q: 3 clusters Score -1590476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1590486.000000 Penalty: 4813.909668
	Iteration 50Q: 3 clusters Score -1590486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1590500.000000 Penalty: 4813.909668
	Iteration 51Q: 3 clusters Score -1590500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1590509.750000 Penalty: 4813.909668
	Iteration 52Q: 3 clusters Score -1590510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1590523.250000 Penalty: 4813.909668
	Iteration 53Q: 3 clusters Score -1590523 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1590533.750000 Penalty: 4813.909668
	Iteration 54Q: 3 clusters Score -1590534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1590537.875000 Penalty: 4813.909668
	Iteration 55Q: 3 clusters Score -1590538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1590550.500000 Penalty: 4813.909668
	Iteration 56Q: 3 clusters Score -1590550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1590552.375000 Penalty: 4813.909668
	Iteration 57Q: 3 clusters Score -1590552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1590562.125000 Penalty: 4813.909668
	Iteration 58Q: 3 clusters Score -1590562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1590576.125000 Penalty: 4813.909668
	Iteration 59Q: 3 clusters Score -1590576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1590581.250000 Penalty: 4813.909668
	Iteration 60F: 3 clusters Score -1590581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1590593.375000 Penalty: 4813.909668
	Iteration 61Q: 3 clusters Score -1590593 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1590603.750000 Penalty: 4813.909668
	Iteration 62Q: 3 clusters Score -1590604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1590612.500000 Penalty: 4813.909668
	Iteration 63Q: 3 clusters Score -1590612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1590618.750000 Penalty: 4813.909668
	Iteration 64Q: 3 clusters Score -1590619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1590622.875000 Penalty: 4813.909668
	Iteration 65Q: 3 clusters Score -1590623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1590626.750000 Penalty: 4813.909668
	Iteration 66Q: 3 clusters Score -1590627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1590633.000000 Penalty: 4813.909668
	Iteration 67Q: 3 clusters Score -1590633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1590638.250000 Penalty: 4813.909668
	Iteration 68Q: 3 clusters Score -1590638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1590642.000000 Penalty: 4813.909668
	Iteration 69Q: 3 clusters Score -1590642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1590648.875000 Penalty: 4813.909668
	Iteration 70Q: 3 clusters Score -1590649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1590651.000000 Penalty: 4813.909668
	Iteration 71Q: 3 clusters Score -1590651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1590657.750000 Penalty: 4813.909668
	Iteration 72Q: 3 clusters Score -1590658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1590664.250000 Penalty: 4813.909668
	Iteration 73Q: 3 clusters Score -1590664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1590665.125000 Penalty: 4813.909668
	Iteration 74Q: 3 clusters Score -1590665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1590672.250000 Penalty: 4813.909668
	Iteration 75Q: 3 clusters Score -1590672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1590680.625000 Penalty: 4813.909668
	Iteration 76Q: 3 clusters Score -1590681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1590682.750000 Penalty: 4813.909668
	Iteration 77Q: 3 clusters Score -1590683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1590686.000000 Penalty: 4813.909668
	Iteration 78Q: 3 clusters Score -1590686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1590689.500000 Penalty: 4813.909668
	Iteration 79Q: 3 clusters Score -1590690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1590694.750000 Penalty: 4813.909668
	Iteration 80F: 3 clusters Score -1590695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1590698.750000 Penalty: 4813.909668
	Iteration 81Q: 3 clusters Score -1590699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1590705.250000 Penalty: 4813.909668
	Iteration 82Q: 3 clusters Score -1590705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1590703.625000 Penalty: 4813.909668
	Iteration 83Q: 3 clusters Score -1590704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1590706.750000 Penalty: 4813.909668
	Iteration 84Q: 3 clusters Score -1590707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1590709.125000 Penalty: 4813.909668
	Iteration 85Q: 3 clusters Score -1590709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1590713.000000 Penalty: 4813.909668
	Iteration 86Q: 3 clusters Score -1590713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1590716.875000 Penalty: 4813.909668
	Iteration 87Q: 3 clusters Score -1590717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1590719.125000 Penalty: 4813.909668
	Iteration 88Q: 3 clusters Score -1590719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1590723.000000 Penalty: 4813.909668
	Iteration 89Q: 3 clusters Score -1590723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1590727.750000 Penalty: 4813.909668
	Iteration 90Q: 3 clusters Score -1590728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1590730.750000 Penalty: 4813.909668
	Iteration 91Q: 3 clusters Score -1590731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1590735.625000 Penalty: 4813.909668
	Iteration 92Q: 3 clusters Score -1590736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1590735.250000 Penalty: 4813.909668
	Iteration 93Q: 3 clusters Score -1590735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1590737.500000 Penalty: 4813.909668
	Iteration 94Q: 3 clusters Score -1590738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1590742.625000 Penalty: 4813.909668
	Iteration 95Q: 3 clusters Score -1590743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1590742.375000 Penalty: 4813.909668
	Iteration 96Q: 3 clusters Score -1590742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1590745.500000 Penalty: 4813.909668
	Iteration 97Q: 3 clusters Score -1590746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1590742.250000 Penalty: 4813.909668
	Iteration 98Q: 3 clusters Score -1590742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1590743.875000 Penalty: 4813.909668
	Iteration 99Q: 3 clusters Score -1590744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1590744.125000 Penalty: 4813.909668
	Iteration 100F: 3 clusters Score -1590744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1590744.125000 Penalty: 4813.909668
	Iteration 101Q: 3 clusters Score -1590744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1590749.625000 Penalty: 4813.909668
	Iteration 102Q: 3 clusters Score -1590750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1590747.375000 Penalty: 4813.909668
	Iteration 103Q: 3 clusters Score -1590747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1590747.500000 Penalty: 4813.909668
	Iteration 104Q: 3 clusters Score -1590748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1590757.500000 Penalty: 4813.909668
	Iteration 105Q: 3 clusters Score -1590758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1590755.750000 Penalty: 4813.909668
	Iteration 106Q: 3 clusters Score -1590756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1590759.000000 Penalty: 4813.909668
	Iteration 107Q: 3 clusters Score -1590759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1590761.625000 Penalty: 4813.909668
	Iteration 108Q: 3 clusters Score -1590762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1590765.500000 Penalty: 4813.909668
	Iteration 109Q: 3 clusters Score -1590766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1590768.250000 Penalty: 4813.909668
	Iteration 110Q: 3 clusters Score -1590768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1590768.750000 Penalty: 4813.909668
	Iteration 111Q: 3 clusters Score -1590769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1590767.125000 Penalty: 4813.909668
	Iteration 112Q: 3 clusters Score -1590767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1590768.250000 Penalty: 4813.909668
	Iteration 113Q: 3 clusters Score -1590768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1590769.125000 Penalty: 4813.909668
	Iteration 114Q: 3 clusters Score -1590769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1590769.625000 Penalty: 4813.909668
	Iteration 115Q: 3 clusters Score -1590770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1590770.625000 Penalty: 4813.909668
	Iteration 116Q: 3 clusters Score -1590771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1590772.875000 Penalty: 4813.909668
	Iteration 117Q: 3 clusters Score -1590773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1590773.750000 Penalty: 4813.909668
	Iteration 118Q: 3 clusters Score -1590774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1590773.875000 Penalty: 4813.909668
	Iteration 119Q: 3 clusters Score -1590774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1590773.500000 Penalty: 4813.909668
	Iteration 120F: 3 clusters Score -1590774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1590778.750000 Penalty: 4813.909668
	Iteration 121Q: 3 clusters Score -1590779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1590776.750000 Penalty: 4813.909668
	Iteration 122Q: 3 clusters Score -1590777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1590782.125000 Penalty: 4813.909668
	Iteration 123Q: 3 clusters Score -1590782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1590786.000000 Penalty: 4813.909668
	Iteration 124Q: 3 clusters Score -1590786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1590791.250000 Penalty: 4813.909668
	Iteration 125Q: 3 clusters Score -1590791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1590795.250000 Penalty: 4813.909668
	Iteration 126Q: 3 clusters Score -1590795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1590800.125000 Penalty: 4813.909668
	Iteration 127Q: 3 clusters Score -1590800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1590803.250000 Penalty: 4813.909668
	Iteration 128Q: 3 clusters Score -1590803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1590802.500000 Penalty: 4813.909668
	Iteration 129Q: 3 clusters Score -1590802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1590803.625000 Penalty: 4813.909668
	Iteration 130Q: 3 clusters Score -1590804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1590804.750000 Penalty: 4813.909668
	Iteration 131Q: 3 clusters Score -1590805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1590808.750000 Penalty: 4813.909668
	Iteration 132Q: 3 clusters Score -1590809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1590813.750000 Penalty: 4813.909668
	Iteration 133Q: 3 clusters Score -1590814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1590812.625000 Penalty: 4813.909668
	Iteration 134Q: 3 clusters Score -1590813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1590812.875000 Penalty: 4813.909668
	Iteration 135Q: 3 clusters Score -1590813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1590812.625000 Penalty: 4813.909668
	Iteration 136Q: 3 clusters Score -1590813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1590812.625000 Penalty: 4813.909668
	Iteration 137F: 3 clusters Score -1590813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Entering Unmasked Estep 
Score: -664057.562500 Penalty: 2194.216553
	Iteration 0F: 2 clusters Score -664057.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -658319.875000 Penalty: 4388.433105
	Iteration 0F: 3 clusters Score -658319.9 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -659894.187500 Penalty: 4388.433105
	Iteration 1F: 3 clusters Score -659894.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -660187.250000 Penalty: 4388.433105
	Iteration 2F: 3 clusters Score -660187.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -660454.250000 Penalty: 4388.433105
	Iteration 3F: 3 clusters Score -660454.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -660730.312500 Penalty: 4388.433105
	Iteration 4F: 3 clusters Score -660730.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -661081.562500 Penalty: 4388.433105
	Iteration 5F: 3 clusters Score -661081.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -661635.875000 Penalty: 4388.433105
	Iteration 6F: 3 clusters Score -661635.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -662426.312500 Penalty: 4388.433105
	Iteration 7F: 3 clusters Score -662426.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -663097.875000 Penalty: 4388.433105
	Iteration 8F: 3 clusters Score -663097.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -663509.125000 Penalty: 4388.433105
	Iteration 9F: 3 clusters Score -663509.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -663761.062500 Penalty: 4388.433105
	Iteration 10Q: 3 clusters Score -663761.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -663874.687500 Penalty: 4388.433105
	Iteration 11Q: 3 clusters Score -663874.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -663917.062500 Penalty: 4388.433105
	Iteration 12Q: 3 clusters Score -663917.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -663937.375000 Penalty: 4388.433105
	Iteration 13Q: 3 clusters Score -663937.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -663946.562500 Penalty: 4388.433105
	Iteration 14Q: 3 clusters Score -663946.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -663952.687500 Penalty: 4388.433105
	Iteration 15Q: 3 clusters Score -663952.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -663954.687500 Penalty: 4388.433105
	Iteration 16Q: 3 clusters Score -663954.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -663958.812500 Penalty: 4388.433105
	Iteration 17Q: 3 clusters Score -663958.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -663960.812500 Penalty: 4388.433105
	Iteration 18Q: 3 clusters Score -663960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -663960.812500 Penalty: 4388.433105
	Iteration 19Q: 3 clusters Score -663960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -663962.562500 Penalty: 4388.433105
	Iteration 20F: 3 clusters Score -663962.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -663960.812500 Penalty: 4388.433105
	Iteration 21Q: 3 clusters Score -663960.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -663963.125000 Penalty: 4388.433105
	Iteration 22Q: 3 clusters Score -663963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -663963.500000 Penalty: 4388.433105
	Iteration 23Q: 3 clusters Score -663963.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -663962.625000 Penalty: 4388.433105
	Iteration 24Q: 3 clusters Score -663962.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -663963.875000 Penalty: 4388.433105
	Iteration 25Q: 3 clusters Score -663963.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -663965.375000 Penalty: 4388.433105
	Iteration 26Q: 3 clusters Score -663965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -663965.375000 Penalty: 4388.433105
	Iteration 27Q: 3 clusters Score -663965.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -663965.375000 Penalty: 4388.433105
	Iteration 28F: 3 clusters Score -663965.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Entering Unmasked Estep 
Score: -1338634.125000 Penalty: 2358.425049
	Iteration 0F: 2 clusters Score -1338634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1328864.125000 Penalty: 4716.850098
	Iteration 0F: 3 clusters Score -1328864 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1331933.125000 Penalty: 4716.850098
	Iteration 1F: 3 clusters Score -1331933 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1332361.250000 Penalty: 4716.850098
	Iteration 2F: 3 clusters Score -1332361 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1332806.250000 Penalty: 4716.850098
	Iteration 3F: 3 clusters Score -1332806 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1333324.375000 Penalty: 4716.850098
	Iteration 4F: 3 clusters Score -1333324 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1333927.125000 Penalty: 4716.850098
	Iteration 5F: 3 clusters Score -1333927 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1334583.500000 Penalty: 4716.850098
	Iteration 6F: 3 clusters Score -1334584 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1335202.000000 Penalty: 4716.850098
	Iteration 7F: 3 clusters Score -1335202 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1335713.000000 Penalty: 4716.850098
	Iteration 8Q: 3 clusters Score -1335713 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1336076.625000 Penalty: 4716.850098
	Iteration 9Q: 3 clusters Score -1336077 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1336378.500000 Penalty: 4716.850098
	Iteration 10Q: 3 clusters Score -1336378 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1336595.375000 Penalty: 4716.850098
	Iteration 11Q: 3 clusters Score -1336595 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1336762.375000 Penalty: 4716.850098
	Iteration 12Q: 3 clusters Score -1336762 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1336864.750000 Penalty: 4716.850098
	Iteration 13Q: 3 clusters Score -1336865 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1336930.500000 Penalty: 4716.850098
	Iteration 14Q: 3 clusters Score -1336930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1336972.250000 Penalty: 4716.850098
	Iteration 15Q: 3 clusters Score -1336972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1337005.625000 Penalty: 4716.850098
	Iteration 16Q: 3 clusters Score -1337006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1337031.125000 Penalty: 4716.850098
	Iteration 17Q: 3 clusters Score -1337031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1337042.000000 Penalty: 4716.850098
	Iteration 18Q: 3 clusters Score -1337042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1337048.500000 Penalty: 4716.850098
	Iteration 19Q: 3 clusters Score -1337048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1337050.000000 Penalty: 4716.850098
	Iteration 20F: 3 clusters Score -1337050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1337051.375000 Penalty: 4716.850098
	Iteration 21Q: 3 clusters Score -1337051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1337053.750000 Penalty: 4716.850098
	Iteration 22Q: 3 clusters Score -1337054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1337058.500000 Penalty: 4716.850098
	Iteration 23Q: 3 clusters Score -1337058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1337058.500000 Penalty: 4716.850098
	Iteration 24F: 3 clusters Score -1337058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (203888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203888 members 
Entering Unmasked Estep 
Score: -20553650.000000 Penalty: 3031.880859
	Iteration 0F: 2 clusters Score -2.055365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102412 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -20416886.000000 Penalty: 6063.761719
	Iteration 0F: 3 clusters Score -2.041689e+07 nChanged 98300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109456 members 
Mstep: Class 2 contains 94432 members 
Entering Unmasked Estep 
Score: -20474406.000000 Penalty: 6063.761719
	Iteration 1F: 3 clusters Score -2.047441e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114114 members 
Mstep: Class 2 contains 89774 members 
Entering Unmasked Estep 
Score: -20476028.000000 Penalty: 6063.761719
	Iteration 2Q: 3 clusters Score -2.047603e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121589 members 
Mstep: Class 2 contains 82299 members 
Entering Unmasked Estep 
Score: -20478970.000000 Penalty: 6063.761719
	Iteration 3Q: 3 clusters Score -2.047897e+07 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132867 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -20484964.000000 Penalty: 6063.761719
	Iteration 4F: 3 clusters Score -2.048496e+07 nChanged 16197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149046 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -20496890.000000 Penalty: 6063.761719
	Iteration 5F: 3 clusters Score -2.049689e+07 nChanged 20286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169332 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -20515542.000000 Penalty: 6063.761719
	Iteration 6F: 3 clusters Score -2.051554e+07 nChanged 19003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188335 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -20535370.000000 Penalty: 6063.761719
	Iteration 7F: 3 clusters Score -2.053537e+07 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199444 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -20546712.000000 Penalty: 6063.761719
	Iteration 8F: 3 clusters Score -2.054671e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202932 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -20549858.000000 Penalty: 6063.761719
	Iteration 9Q: 3 clusters Score -2.054986e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203595 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20550610.000000 Penalty: 6063.761719
	Iteration 10Q: 3 clusters Score -2.055061e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203683 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20550774.000000 Penalty: 6063.761719
	Iteration 11Q: 3 clusters Score -2.055077e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203695 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20550842.000000 Penalty: 6063.761719
	Iteration 12Q: 3 clusters Score -2.055084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203705 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20550880.000000 Penalty: 6063.761719
	Iteration 13Q: 3 clusters Score -2.055088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203710 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20550892.000000 Penalty: 6063.761719
	Iteration 14Q: 3 clusters Score -2.055089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203712 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20550882.000000 Penalty: 6063.761719
	Iteration 15Q: 3 clusters Score -2.055088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203715 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20550902.000000 Penalty: 6063.761719
	Iteration 16Q: 3 clusters Score -2.05509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203718 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20550918.000000 Penalty: 6063.761719
	Iteration 17Q: 3 clusters Score -2.055092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203716 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20550918.000000 Penalty: 6063.761719
	Iteration 18Q: 3 clusters Score -2.055092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203716 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20550924.000000 Penalty: 6063.761719
	Iteration 19Q: 3 clusters Score -2.055092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203714 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20550918.000000 Penalty: 6063.761719
	Iteration 20F: 3 clusters Score -2.055092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203713 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20550924.000000 Penalty: 6063.761719
	Iteration 21Q: 3 clusters Score -2.055092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203716 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20550938.000000 Penalty: 6063.761719
	Iteration 22Q: 3 clusters Score -2.055094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203717 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20550942.000000 Penalty: 6063.761719
	Iteration 23Q: 3 clusters Score -2.055094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203716 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20550936.000000 Penalty: 6063.761719
	Iteration 24Q: 3 clusters Score -2.055094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203715 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20550940.000000 Penalty: 6063.761719
	Iteration 25Q: 3 clusters Score -2.055094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203715 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20550940.000000 Penalty: 6063.761719
	Iteration 26F: 3 clusters Score -2.055094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Entering Unmasked Estep 
Score: -416953.187500 Penalty: 2078.978027
	Iteration 0F: 2 clusters Score -416953.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -412853.843750 Penalty: 4157.956055
	Iteration 0F: 3 clusters Score -412853.8 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -413913.937500 Penalty: 4157.956055
	Iteration 1F: 3 clusters Score -413913.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -414238.187500 Penalty: 4157.956055
	Iteration 2F: 3 clusters Score -414238.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -414487.281250 Penalty: 4157.956055
	Iteration 3F: 3 clusters Score -414487.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -414695.312500 Penalty: 4157.956055
	Iteration 4F: 3 clusters Score -414695.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -414862.687500 Penalty: 4157.956055
	Iteration 5Q: 3 clusters Score -414862.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -415035.531250 Penalty: 4157.956055
	Iteration 6Q: 3 clusters Score -415035.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -415224.468750 Penalty: 4157.956055
	Iteration 7Q: 3 clusters Score -415224.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -415391.625000 Penalty: 4157.956055
	Iteration 8Q: 3 clusters Score -415391.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -415517.937500 Penalty: 4157.956055
	Iteration 9Q: 3 clusters Score -415517.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -415620.406250 Penalty: 4157.956055
	Iteration 10Q: 3 clusters Score -415620.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -415700.031250 Penalty: 4157.956055
	Iteration 11Q: 3 clusters Score -415700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -415762.375000 Penalty: 4157.956055
	Iteration 12Q: 3 clusters Score -415762.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -415811.406250 Penalty: 4157.956055
	Iteration 13Q: 3 clusters Score -415811.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -415856.031250 Penalty: 4157.956055
	Iteration 14Q: 3 clusters Score -415856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -415889.500000 Penalty: 4157.956055
	Iteration 15Q: 3 clusters Score -415889.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -415914.812500 Penalty: 4157.956055
	Iteration 16Q: 3 clusters Score -415914.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -415945.656250 Penalty: 4157.956055
	Iteration 17Q: 3 clusters Score -415945.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -415961.656250 Penalty: 4157.956055
	Iteration 18Q: 3 clusters Score -415961.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -415968.156250 Penalty: 4157.956055
	Iteration 19Q: 3 clusters Score -415968.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -415973.843750 Penalty: 4157.956055
	Iteration 20F: 3 clusters Score -415973.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -415977.375000 Penalty: 4157.956055
	Iteration 21Q: 3 clusters Score -415977.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -415979.156250 Penalty: 4157.956055
	Iteration 22Q: 3 clusters Score -415979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -415981.562500 Penalty: 4157.956055
	Iteration 23Q: 3 clusters Score -415981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -415982.687500 Penalty: 4157.956055
	Iteration 24Q: 3 clusters Score -415982.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -415983.093750 Penalty: 4157.956055
	Iteration 25Q: 3 clusters Score -415983.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -415983.093750 Penalty: 4157.956055
	Iteration 26F: 3 clusters Score -415983.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Entering Unmasked Estep 
Score: -637300.000000 Penalty: 2187.935791
	Iteration 0F: 2 clusters Score -637300 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 3351 members 
Entering Unmasked Estep 
Score: -631619.937500 Penalty: 4375.871582
	Iteration 0F: 3 clusters Score -631619.9 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -633177.875000 Penalty: 4375.871582
	Iteration 1F: 3 clusters Score -633177.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -633489.687500 Penalty: 4375.871582
	Iteration 2F: 3 clusters Score -633489.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -633740.875000 Penalty: 4375.871582
	Iteration 3F: 3 clusters Score -633740.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -633923.000000 Penalty: 4375.871582
	Iteration 4Q: 3 clusters Score -633923 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -634048.375000 Penalty: 4375.871582
	Iteration 5Q: 3 clusters Score -634048.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -634147.500000 Penalty: 4375.871582
	Iteration 6Q: 3 clusters Score -634147.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -634239.500000 Penalty: 4375.871582
	Iteration 7Q: 3 clusters Score -634239.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -634339.562500 Penalty: 4375.871582
	Iteration 8Q: 3 clusters Score -634339.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -634435.812500 Penalty: 4375.871582
	Iteration 9Q: 3 clusters Score -634435.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -634506.125000 Penalty: 4375.871582
	Iteration 10Q: 3 clusters Score -634506.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -634581.062500 Penalty: 4375.871582
	Iteration 11Q: 3 clusters Score -634581.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -634654.250000 Penalty: 4375.871582
	Iteration 12Q: 3 clusters Score -634654.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -634720.562500 Penalty: 4375.871582
	Iteration 13Q: 3 clusters Score -634720.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -634780.125000 Penalty: 4375.871582
	Iteration 14Q: 3 clusters Score -634780.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -634851.562500 Penalty: 4375.871582
	Iteration 15Q: 3 clusters Score -634851.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -634938.500000 Penalty: 4375.871582
	Iteration 16Q: 3 clusters Score -634938.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -635022.812500 Penalty: 4375.871582
	Iteration 17Q: 3 clusters Score -635022.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -635101.937500 Penalty: 4375.871582
	Iteration 18Q: 3 clusters Score -635101.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -635178.375000 Penalty: 4375.871582
	Iteration 19Q: 3 clusters Score -635178.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -635242.937500 Penalty: 4375.871582
	Iteration 20F: 3 clusters Score -635242.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -635308.250000 Penalty: 4375.871582
	Iteration 21Q: 3 clusters Score -635308.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -635380.562500 Penalty: 4375.871582
	Iteration 22Q: 3 clusters Score -635380.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -635447.062500 Penalty: 4375.871582
	Iteration 23Q: 3 clusters Score -635447.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -635509.875000 Penalty: 4375.871582
	Iteration 24Q: 3 clusters Score -635509.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -635569.625000 Penalty: 4375.871582
	Iteration 25Q: 3 clusters Score -635569.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -635628.437500 Penalty: 4375.871582
	Iteration 26Q: 3 clusters Score -635628.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -635686.500000 Penalty: 4375.871582
	Iteration 27Q: 3 clusters Score -635686.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -635731.562500 Penalty: 4375.871582
	Iteration 28Q: 3 clusters Score -635731.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -635756.437500 Penalty: 4375.871582
	Iteration 29Q: 3 clusters Score -635756.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -635780.750000 Penalty: 4375.871582
	Iteration 30Q: 3 clusters Score -635780.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -635799.312500 Penalty: 4375.871582
	Iteration 31Q: 3 clusters Score -635799.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -635813.250000 Penalty: 4375.871582
	Iteration 32Q: 3 clusters Score -635813.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -635828.687500 Penalty: 4375.871582
	Iteration 33Q: 3 clusters Score -635828.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -635843.875000 Penalty: 4375.871582
	Iteration 34Q: 3 clusters Score -635843.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -635854.000000 Penalty: 4375.871582
	Iteration 35Q: 3 clusters Score -635854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -635864.187500 Penalty: 4375.871582
	Iteration 36Q: 3 clusters Score -635864.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -635872.187500 Penalty: 4375.871582
	Iteration 37Q: 3 clusters Score -635872.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -635877.625000 Penalty: 4375.871582
	Iteration 38Q: 3 clusters Score -635877.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -635882.937500 Penalty: 4375.871582
	Iteration 39Q: 3 clusters Score -635882.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -635886.062500 Penalty: 4375.871582
	Iteration 40F: 3 clusters Score -635886.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -635890.125000 Penalty: 4375.871582
	Iteration 41Q: 3 clusters Score -635890.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -635893.312500 Penalty: 4375.871582
	Iteration 42Q: 3 clusters Score -635893.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -635893.375000 Penalty: 4375.871582
	Iteration 43Q: 3 clusters Score -635893.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -635895.875000 Penalty: 4375.871582
	Iteration 44Q: 3 clusters Score -635895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -635896.000000 Penalty: 4375.871582
	Iteration 45Q: 3 clusters Score -635896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -635897.062500 Penalty: 4375.871582
	Iteration 46Q: 3 clusters Score -635897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -635897.562500 Penalty: 4375.871582
	Iteration 47Q: 3 clusters Score -635897.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -635897.562500 Penalty: 4375.871582
	Iteration 48F: 3 clusters Score -635897.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (41870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Entering Unmasked Estep 
Score: -4137020.000000 Penalty: 2639.296387
	Iteration 0F: 2 clusters Score -4137020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -4108570.500000 Penalty: 5278.592773
	Iteration 0F: 3 clusters Score -4108570 nChanged 19306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -4119124.750000 Penalty: 5278.592773
	Iteration 1F: 3 clusters Score -4119125 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -4119609.250000 Penalty: 5278.592773
	Iteration 2Q: 3 clusters Score -4119609 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -4120000.250000 Penalty: 5278.592773
	Iteration 3Q: 3 clusters Score -4120000 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -4120390.000000 Penalty: 5278.592773
	Iteration 4Q: 3 clusters Score -4120390 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -4120811.750000 Penalty: 5278.592773
	Iteration 5Q: 3 clusters Score -4120812 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -4121278.000000 Penalty: 5278.592773
	Iteration 6Q: 3 clusters Score -4121278 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -4121898.500000 Penalty: 5278.592773
	Iteration 7Q: 3 clusters Score -4121898 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -4122742.750000 Penalty: 5278.592773
	Iteration 8Q: 3 clusters Score -4122743 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -4123939.500000 Penalty: 5278.592773
	Iteration 9F: 3 clusters Score -4123940 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -4125391.500000 Penalty: 5278.592773
	Iteration 10F: 3 clusters Score -4125392 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -4127141.250000 Penalty: 5278.592773
	Iteration 11F: 3 clusters Score -4127141 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -4128961.000000 Penalty: 5278.592773
	Iteration 12F: 3 clusters Score -4128961 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -4130611.750000 Penalty: 5278.592773
	Iteration 13Q: 3 clusters Score -4130612 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -4131825.250000 Penalty: 5278.592773
	Iteration 14Q: 3 clusters Score -4131825 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4132650.750000 Penalty: 5278.592773
	Iteration 15Q: 3 clusters Score -4132651 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -4133161.000000 Penalty: 5278.592773
	Iteration 16Q: 3 clusters Score -4133161 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -4133488.250000 Penalty: 5278.592773
	Iteration 17Q: 3 clusters Score -4133488 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4133737.000000 Penalty: 5278.592773
	Iteration 18Q: 3 clusters Score -4133737 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -4133931.250000 Penalty: 5278.592773
	Iteration 19Q: 3 clusters Score -4133931 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4134082.000000 Penalty: 5278.592773
	Iteration 20F: 3 clusters Score -4134082 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -4134205.750000 Penalty: 5278.592773
	Iteration 21Q: 3 clusters Score -4134206 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -4134321.750000 Penalty: 5278.592773
	Iteration 22Q: 3 clusters Score -4134322 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -4134426.250000 Penalty: 5278.592773
	Iteration 23Q: 3 clusters Score -4134426 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -4134530.250000 Penalty: 5278.592773
	Iteration 24Q: 3 clusters Score -4134530 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -4134619.000000 Penalty: 5278.592773
	Iteration 25Q: 3 clusters Score -4134619 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -4134671.000000 Penalty: 5278.592773
	Iteration 26Q: 3 clusters Score -4134671 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -4134719.500000 Penalty: 5278.592773
	Iteration 27Q: 3 clusters Score -4134720 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -4134782.250000 Penalty: 5278.592773
	Iteration 28Q: 3 clusters Score -4134782 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -4134824.250000 Penalty: 5278.592773
	Iteration 29Q: 3 clusters Score -4134824 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -4134847.000000 Penalty: 5278.592773
	Iteration 30Q: 3 clusters Score -4134847 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -4134872.250000 Penalty: 5278.592773
	Iteration 31Q: 3 clusters Score -4134872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -4134901.000000 Penalty: 5278.592773
	Iteration 32Q: 3 clusters Score -4134901 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -4134933.500000 Penalty: 5278.592773
	Iteration 33Q: 3 clusters Score -4134934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -4134963.250000 Penalty: 5278.592773
	Iteration 34Q: 3 clusters Score -4134963 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -4134987.750000 Penalty: 5278.592773
	Iteration 35Q: 3 clusters Score -4134988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -4135005.250000 Penalty: 5278.592773
	Iteration 36Q: 3 clusters Score -4135005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -4135016.750000 Penalty: 5278.592773
	Iteration 37Q: 3 clusters Score -4135017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -4135027.750000 Penalty: 5278.592773
	Iteration 38Q: 3 clusters Score -4135028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -4135039.000000 Penalty: 5278.592773
	Iteration 39Q: 3 clusters Score -4135039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -4135053.750000 Penalty: 5278.592773
	Iteration 40F: 3 clusters Score -4135054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -4135052.000000 Penalty: 5278.592773
	Iteration 41Q: 3 clusters Score -4135052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -4135058.250000 Penalty: 5278.592773
	Iteration 42Q: 3 clusters Score -4135058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -4135056.500000 Penalty: 5278.592773
	Iteration 43Q: 3 clusters Score -4135056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -4135057.000000 Penalty: 5278.592773
	Iteration 44Q: 3 clusters Score -4135057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -4135058.750000 Penalty: 5278.592773
	Iteration 45Q: 3 clusters Score -4135059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -4135066.500000 Penalty: 5278.592773
	Iteration 46Q: 3 clusters Score -4135066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -4135062.500000 Penalty: 5278.592773
	Iteration 47Q: 3 clusters Score -4135062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -4135061.750000 Penalty: 5278.592773
	Iteration 48Q: 3 clusters Score -4135062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -4135073.750000 Penalty: 5278.592773
	Iteration 49Q: 3 clusters Score -4135074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -4135072.750000 Penalty: 5278.592773
	Iteration 50Q: 3 clusters Score -4135073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -4135071.500000 Penalty: 5278.592773
	Iteration 51Q: 3 clusters Score -4135072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -4135073.000000 Penalty: 5278.592773
	Iteration 52Q: 3 clusters Score -4135073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -4135070.500000 Penalty: 5278.592773
	Iteration 53Q: 3 clusters Score -4135070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -4135074.000000 Penalty: 5278.592773
	Iteration 54Q: 3 clusters Score -4135074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -4135074.000000 Penalty: 5278.592773
	Iteration 55Q: 3 clusters Score -4135074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -4135077.750000 Penalty: 5278.592773
	Iteration 56Q: 3 clusters Score -4135078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -4135074.500000 Penalty: 5278.592773
	Iteration 57Q: 3 clusters Score -4135074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -4135078.250000 Penalty: 5278.592773
	Iteration 58Q: 3 clusters Score -4135078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -4135078.000000 Penalty: 5278.592773
	Iteration 59Q: 3 clusters Score -4135078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -4135085.000000 Penalty: 5278.592773
	Iteration 60F: 3 clusters Score -4135085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -4135082.000000 Penalty: 5278.592773
	Iteration 61Q: 3 clusters Score -4135082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -4135084.750000 Penalty: 5278.592773
	Iteration 62Q: 3 clusters Score -4135085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -4135080.750000 Penalty: 5278.592773
	Iteration 63Q: 3 clusters Score -4135081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -4135080.750000 Penalty: 5278.592773
	Iteration 64F: 3 clusters Score -4135081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Entering Unmasked Estep 
Score: -2014156.375000 Penalty: 2460.550049
	Iteration 0F: 2 clusters Score -2014156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1999817.875000 Penalty: 4921.100098
	Iteration 0F: 3 clusters Score -1999818 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2004619.000000 Penalty: 4921.100098
	Iteration 1F: 3 clusters Score -2004619 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2005131.250000 Penalty: 4921.100098
	Iteration 2F: 3 clusters Score -2005131 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2005644.000000 Penalty: 4921.100098
	Iteration 3F: 3 clusters Score -2005644 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2006169.875000 Penalty: 4921.100098
	Iteration 4F: 3 clusters Score -2006170 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2006771.000000 Penalty: 4921.100098
	Iteration 5F: 3 clusters Score -2006771 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2007453.750000 Penalty: 4921.100098
	Iteration 6F: 3 clusters Score -2007454 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2008242.750000 Penalty: 4921.100098
	Iteration 7F: 3 clusters Score -2008243 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2009110.375000 Penalty: 4921.100098
	Iteration 8F: 3 clusters Score -2009110 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2009906.375000 Penalty: 4921.100098
	Iteration 9F: 3 clusters Score -2009906 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2010571.125000 Penalty: 4921.100098
	Iteration 10Q: 3 clusters Score -2010571 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2011100.125000 Penalty: 4921.100098
	Iteration 11Q: 3 clusters Score -2011100 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2011519.625000 Penalty: 4921.100098
	Iteration 12Q: 3 clusters Score -2011520 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2011888.375000 Penalty: 4921.100098
	Iteration 13Q: 3 clusters Score -2011888 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2012194.625000 Penalty: 4921.100098
	Iteration 14Q: 3 clusters Score -2012195 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2012420.000000 Penalty: 4921.100098
	Iteration 15Q: 3 clusters Score -2012420 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2012611.875000 Penalty: 4921.100098
	Iteration 16Q: 3 clusters Score -2012612 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2012746.125000 Penalty: 4921.100098
	Iteration 17Q: 3 clusters Score -2012746 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2012833.750000 Penalty: 4921.100098
	Iteration 18Q: 3 clusters Score -2012834 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2012890.250000 Penalty: 4921.100098
	Iteration 19Q: 3 clusters Score -2012890 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2012936.375000 Penalty: 4921.100098
	Iteration 20F: 3 clusters Score -2012936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2012969.750000 Penalty: 4921.100098
	Iteration 21Q: 3 clusters Score -2012970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2013009.125000 Penalty: 4921.100098
	Iteration 22Q: 3 clusters Score -2013009 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2013037.375000 Penalty: 4921.100098
	Iteration 23Q: 3 clusters Score -2013037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2013053.125000 Penalty: 4921.100098
	Iteration 24Q: 3 clusters Score -2013053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2013066.250000 Penalty: 4921.100098
	Iteration 25Q: 3 clusters Score -2013066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2013076.625000 Penalty: 4921.100098
	Iteration 26Q: 3 clusters Score -2013077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2013087.375000 Penalty: 4921.100098
	Iteration 27Q: 3 clusters Score -2013087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2013095.375000 Penalty: 4921.100098
	Iteration 28Q: 3 clusters Score -2013095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2013101.250000 Penalty: 4921.100098
	Iteration 29Q: 3 clusters Score -2013101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2013102.000000 Penalty: 4921.100098
	Iteration 30Q: 3 clusters Score -2013102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2013107.375000 Penalty: 4921.100098
	Iteration 31Q: 3 clusters Score -2013107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2013111.375000 Penalty: 4921.100098
	Iteration 32Q: 3 clusters Score -2013111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2013121.750000 Penalty: 4921.100098
	Iteration 33Q: 3 clusters Score -2013122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2013126.875000 Penalty: 4921.100098
	Iteration 34Q: 3 clusters Score -2013127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2013130.125000 Penalty: 4921.100098
	Iteration 35Q: 3 clusters Score -2013130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2013142.375000 Penalty: 4921.100098
	Iteration 36Q: 3 clusters Score -2013142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2013152.500000 Penalty: 4921.100098
	Iteration 37Q: 3 clusters Score -2013152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2013159.875000 Penalty: 4921.100098
	Iteration 38Q: 3 clusters Score -2013160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2013169.875000 Penalty: 4921.100098
	Iteration 39Q: 3 clusters Score -2013170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2013174.250000 Penalty: 4921.100098
	Iteration 40F: 3 clusters Score -2013174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2013176.375000 Penalty: 4921.100098
	Iteration 41Q: 3 clusters Score -2013176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2013185.375000 Penalty: 4921.100098
	Iteration 42Q: 3 clusters Score -2013185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2013183.625000 Penalty: 4921.100098
	Iteration 43Q: 3 clusters Score -2013184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2013183.125000 Penalty: 4921.100098
	Iteration 44Q: 3 clusters Score -2013183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2013185.750000 Penalty: 4921.100098
	Iteration 45Q: 3 clusters Score -2013186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2013185.250000 Penalty: 4921.100098
	Iteration 46Q: 3 clusters Score -2013185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2013185.250000 Penalty: 4921.100098
	Iteration 47F: 3 clusters Score -2013185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Entering Unmasked Estep 
Score: -1085704.250000 Penalty: 2310.648193
	Iteration 0F: 2 clusters Score -1085704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1077262.750000 Penalty: 4621.296387
	Iteration 0F: 3 clusters Score -1077263 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1079688.500000 Penalty: 4621.296387
	Iteration 1F: 3 clusters Score -1079688 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1080010.625000 Penalty: 4621.296387
	Iteration 2F: 3 clusters Score -1080011 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1080245.125000 Penalty: 4621.296387
	Iteration 3F: 3 clusters Score -1080245 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1080444.250000 Penalty: 4621.296387
	Iteration 4Q: 3 clusters Score -1080444 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1080674.250000 Penalty: 4621.296387
	Iteration 5Q: 3 clusters Score -1080674 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1080914.000000 Penalty: 4621.296387
	Iteration 6Q: 3 clusters Score -1080914 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1081180.375000 Penalty: 4621.296387
	Iteration 7Q: 3 clusters Score -1081180 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1081488.625000 Penalty: 4621.296387
	Iteration 8Q: 3 clusters Score -1081489 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1081821.625000 Penalty: 4621.296387
	Iteration 9Q: 3 clusters Score -1081822 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1082177.625000 Penalty: 4621.296387
	Iteration 10Q: 3 clusters Score -1082178 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1082563.750000 Penalty: 4621.296387
	Iteration 11Q: 3 clusters Score -1082564 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1082854.250000 Penalty: 4621.296387
	Iteration 12Q: 3 clusters Score -1082854 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1083074.625000 Penalty: 4621.296387
	Iteration 13Q: 3 clusters Score -1083075 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1083241.250000 Penalty: 4621.296387
	Iteration 14Q: 3 clusters Score -1083241 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1083360.125000 Penalty: 4621.296387
	Iteration 15Q: 3 clusters Score -1083360 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1083432.625000 Penalty: 4621.296387
	Iteration 16Q: 3 clusters Score -1083433 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1083500.000000 Penalty: 4621.296387
	Iteration 17Q: 3 clusters Score -1083500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1083543.625000 Penalty: 4621.296387
	Iteration 18Q: 3 clusters Score -1083544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1083572.875000 Penalty: 4621.296387
	Iteration 19Q: 3 clusters Score -1083573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1083594.375000 Penalty: 4621.296387
	Iteration 20F: 3 clusters Score -1083594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1083613.625000 Penalty: 4621.296387
	Iteration 21Q: 3 clusters Score -1083614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1083628.625000 Penalty: 4621.296387
	Iteration 22Q: 3 clusters Score -1083629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1083644.375000 Penalty: 4621.296387
	Iteration 23Q: 3 clusters Score -1083644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1083664.500000 Penalty: 4621.296387
	Iteration 24Q: 3 clusters Score -1083664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1083682.625000 Penalty: 4621.296387
	Iteration 25Q: 3 clusters Score -1083683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1083691.375000 Penalty: 4621.296387
	Iteration 26Q: 3 clusters Score -1083691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1083695.125000 Penalty: 4621.296387
	Iteration 27Q: 3 clusters Score -1083695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1083699.875000 Penalty: 4621.296387
	Iteration 28Q: 3 clusters Score -1083700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1083703.250000 Penalty: 4621.296387
	Iteration 29Q: 3 clusters Score -1083703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1083703.375000 Penalty: 4621.296387
	Iteration 30Q: 3 clusters Score -1083703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1083707.000000 Penalty: 4621.296387
	Iteration 31Q: 3 clusters Score -1083707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1083708.250000 Penalty: 4621.296387
	Iteration 32Q: 3 clusters Score -1083708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1083707.125000 Penalty: 4621.296387
	Iteration 33Q: 3 clusters Score -1083707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1083707.125000 Penalty: 4621.296387
	Iteration 34F: 3 clusters Score -1083707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (69507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Entering Unmasked Estep 
Score: -7055627.500000 Penalty: 2764.997314
	Iteration 0F: 2 clusters Score -7055628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -7009212.000000 Penalty: 5529.994629
	Iteration 0F: 3 clusters Score -7009212 nChanged 32249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -7027278.500000 Penalty: 5529.994629
	Iteration 1F: 3 clusters Score -7027278 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -7028082.500000 Penalty: 5529.994629
	Iteration 2Q: 3 clusters Score -7028082 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -7028860.500000 Penalty: 5529.994629
	Iteration 3Q: 3 clusters Score -7028860 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -7029786.500000 Penalty: 5529.994629
	Iteration 4Q: 3 clusters Score -7029786 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -7031069.000000 Penalty: 5529.994629
	Iteration 5Q: 3 clusters Score -7031069 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -7032998.500000 Penalty: 5529.994629
	Iteration 6Q: 3 clusters Score -7032998 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -7035966.500000 Penalty: 5529.994629
	Iteration 7F: 3 clusters Score -7035966 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -7039934.000000 Penalty: 5529.994629
	Iteration 8F: 3 clusters Score -7039934 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -7044022.500000 Penalty: 5529.994629
	Iteration 9F: 3 clusters Score -7044022 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 61047 members 
Entering Unmasked Estep 
Score: -7047363.500000 Penalty: 5529.994629
	Iteration 10F: 3 clusters Score -7047364 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -7049659.000000 Penalty: 5529.994629
	Iteration 11Q: 3 clusters Score -7049659 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -7051046.500000 Penalty: 5529.994629
	Iteration 12Q: 3 clusters Score -7051046 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -7051921.000000 Penalty: 5529.994629
	Iteration 13Q: 3 clusters Score -7051921 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -7052389.000000 Penalty: 5529.994629
	Iteration 14Q: 3 clusters Score -7052389 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -7052662.500000 Penalty: 5529.994629
	Iteration 15Q: 3 clusters Score -7052662 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 68253 members 
Entering Unmasked Estep 
Score: -7052853.500000 Penalty: 5529.994629
	Iteration 16Q: 3 clusters Score -7052854 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 68434 members 
Entering Unmasked Estep 
Score: -7052968.500000 Penalty: 5529.994629
	Iteration 17Q: 3 clusters Score -7052968 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -7053049.000000 Penalty: 5529.994629
	Iteration 18Q: 3 clusters Score -7053049 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 68617 members 
Entering Unmasked Estep 
Score: -7053105.500000 Penalty: 5529.994629
	Iteration 19Q: 3 clusters Score -7053106 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -7053159.000000 Penalty: 5529.994629
	Iteration 20F: 3 clusters Score -7053159 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -7053191.500000 Penalty: 5529.994629
	Iteration 21Q: 3 clusters Score -7053192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -7053215.000000 Penalty: 5529.994629
	Iteration 22Q: 3 clusters Score -7053215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 68786 members 
Entering Unmasked Estep 
Score: -7053244.500000 Penalty: 5529.994629
	Iteration 23Q: 3 clusters Score -7053244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -7053257.000000 Penalty: 5529.994629
	Iteration 24Q: 3 clusters Score -7053257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -7053258.500000 Penalty: 5529.994629
	Iteration 25Q: 3 clusters Score -7053258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -7053271.000000 Penalty: 5529.994629
	Iteration 26Q: 3 clusters Score -7053271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 68828 members 
Entering Unmasked Estep 
Score: -7053278.000000 Penalty: 5529.994629
	Iteration 27Q: 3 clusters Score -7053278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 68829 members 
Entering Unmasked Estep 
Score: -7053271.000000 Penalty: 5529.994629
	Iteration 28Q: 3 clusters Score -7053271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -7053281.500000 Penalty: 5529.994629
	Iteration 29Q: 3 clusters Score -7053282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -7053287.000000 Penalty: 5529.994629
	Iteration 30Q: 3 clusters Score -7053287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -7053287.000000 Penalty: 5529.994629
	Iteration 31Q: 3 clusters Score -7053287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -7053283.500000 Penalty: 5529.994629
	Iteration 32Q: 3 clusters Score -7053284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -7053279.500000 Penalty: 5529.994629
	Iteration 33Q: 3 clusters Score -7053280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -7053284.000000 Penalty: 5529.994629
	Iteration 34Q: 3 clusters Score -7053284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -7053284.500000 Penalty: 5529.994629
	Iteration 35Q: 3 clusters Score -7053284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -7053282.000000 Penalty: 5529.994629
	Iteration 36Q: 3 clusters Score -7053282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -7053289.000000 Penalty: 5529.994629
	Iteration 37Q: 3 clusters Score -7053289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 68845 members 
Entering Unmasked Estep 
Score: -7053288.000000 Penalty: 5529.994629
	Iteration 38Q: 3 clusters Score -7053288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -7053285.500000 Penalty: 5529.994629
	Iteration 39Q: 3 clusters Score -7053286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -7053286.500000 Penalty: 5529.994629
	Iteration 40F: 3 clusters Score -7053286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -7053288.000000 Penalty: 5529.994629
	Iteration 41Q: 3 clusters Score -7053288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -7053284.500000 Penalty: 5529.994629
	Iteration 42Q: 3 clusters Score -7053284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -7053284.000000 Penalty: 5529.994629
	Iteration 43Q: 3 clusters Score -7053284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -7053289.000000 Penalty: 5529.994629
	Iteration 44Q: 3 clusters Score -7053289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -7053289.000000 Penalty: 5529.994629
	Iteration 45F: 3 clusters Score -7053289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -114954.898438 Penalty: 1767.070190
	Iteration 0F: 2 clusters Score -114954.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -112916.867188 Penalty: 3534.140381
	Iteration 0F: 3 clusters Score -112916.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -113360.835938 Penalty: 3534.140381
	Iteration 1F: 3 clusters Score -113360.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -113499.070312 Penalty: 3534.140381
	Iteration 2F: 3 clusters Score -113499.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -113593.023438 Penalty: 3534.140381
	Iteration 3Q: 3 clusters Score -113593 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -113674.304688 Penalty: 3534.140381
	Iteration 4Q: 3 clusters Score -113674.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -113725.710938 Penalty: 3534.140381
	Iteration 5Q: 3 clusters Score -113725.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -113760.968750 Penalty: 3534.140381
	Iteration 6Q: 3 clusters Score -113761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -113791.210938 Penalty: 3534.140381
	Iteration 7Q: 3 clusters Score -113791.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -113812.789062 Penalty: 3534.140381
	Iteration 8Q: 3 clusters Score -113812.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -113829.351562 Penalty: 3534.140381
	Iteration 9Q: 3 clusters Score -113829.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -113879.328125 Penalty: 3534.140381
	Iteration 10Q: 3 clusters Score -113879.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -113917.914062 Penalty: 3534.140381
	Iteration 11Q: 3 clusters Score -113917.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -113930.500000 Penalty: 3534.140381
	Iteration 12Q: 3 clusters Score -113930.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -113938.078125 Penalty: 3534.140381
	Iteration 13Q: 3 clusters Score -113938.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -113946.156250 Penalty: 3534.140381
	Iteration 14Q: 3 clusters Score -113946.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -113951.328125 Penalty: 3534.140381
	Iteration 15Q: 3 clusters Score -113951.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -113954.382812 Penalty: 3534.140381
	Iteration 16Q: 3 clusters Score -113954.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -113957.968750 Penalty: 3534.140381
	Iteration 17Q: 3 clusters Score -113958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -113962.687500 Penalty: 3534.140381
	Iteration 18Q: 3 clusters Score -113962.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -113968.585938 Penalty: 3534.140381
	Iteration 19Q: 3 clusters Score -113968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -113977.421875 Penalty: 3534.140381
	Iteration 20F: 3 clusters Score -113977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -113981.609375 Penalty: 3534.140381
	Iteration 21Q: 3 clusters Score -113981.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -113985.015625 Penalty: 3534.140381
	Iteration 22Q: 3 clusters Score -113985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -113986.390625 Penalty: 3534.140381
	Iteration 23Q: 3 clusters Score -113986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -113986.390625 Penalty: 3534.140381
	Iteration 24F: 3 clusters Score -113986.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Entering Unmasked Estep 
Score: -778993.250000 Penalty: 2218.604004
	Iteration 0F: 2 clusters Score -778993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -772853.312500 Penalty: 4437.208008
	Iteration 0F: 3 clusters Score -772853.3 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -774464.937500 Penalty: 4437.208008
	Iteration 1F: 3 clusters Score -774464.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -774722.375000 Penalty: 4437.208008
	Iteration 2F: 3 clusters Score -774722.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -774917.375000 Penalty: 4437.208008
	Iteration 3Q: 3 clusters Score -774917.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -775071.000000 Penalty: 4437.208008
	Iteration 4Q: 3 clusters Score -775071 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -775199.500000 Penalty: 4437.208008
	Iteration 5Q: 3 clusters Score -775199.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -775318.937500 Penalty: 4437.208008
	Iteration 6Q: 3 clusters Score -775318.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -775437.312500 Penalty: 4437.208008
	Iteration 7Q: 3 clusters Score -775437.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -775542.187500 Penalty: 4437.208008
	Iteration 8Q: 3 clusters Score -775542.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -775636.562500 Penalty: 4437.208008
	Iteration 9Q: 3 clusters Score -775636.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -775724.750000 Penalty: 4437.208008
	Iteration 10Q: 3 clusters Score -775724.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -775822.375000 Penalty: 4437.208008
	Iteration 11Q: 3 clusters Score -775822.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -775926.562500 Penalty: 4437.208008
	Iteration 12Q: 3 clusters Score -775926.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -776039.937500 Penalty: 4437.208008
	Iteration 13Q: 3 clusters Score -776039.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -776149.750000 Penalty: 4437.208008
	Iteration 14Q: 3 clusters Score -776149.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -776247.500000 Penalty: 4437.208008
	Iteration 15Q: 3 clusters Score -776247.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -776320.500000 Penalty: 4437.208008
	Iteration 16Q: 3 clusters Score -776320.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -776392.062500 Penalty: 4437.208008
	Iteration 17Q: 3 clusters Score -776392.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -776454.750000 Penalty: 4437.208008
	Iteration 18Q: 3 clusters Score -776454.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -776500.250000 Penalty: 4437.208008
	Iteration 19Q: 3 clusters Score -776500.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -776523.250000 Penalty: 4437.208008
	Iteration 20F: 3 clusters Score -776523.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -776542.125000 Penalty: 4437.208008
	Iteration 21Q: 3 clusters Score -776542.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -776558.187500 Penalty: 4437.208008
	Iteration 22Q: 3 clusters Score -776558.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -776570.687500 Penalty: 4437.208008
	Iteration 23Q: 3 clusters Score -776570.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -776574.937500 Penalty: 4437.208008
	Iteration 24Q: 3 clusters Score -776574.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -776581.687500 Penalty: 4437.208008
	Iteration 25Q: 3 clusters Score -776581.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -776588.375000 Penalty: 4437.208008
	Iteration 26Q: 3 clusters Score -776588.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -776594.000000 Penalty: 4437.208008
	Iteration 27Q: 3 clusters Score -776594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -776603.750000 Penalty: 4437.208008
	Iteration 28Q: 3 clusters Score -776603.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -776611.562500 Penalty: 4437.208008
	Iteration 29Q: 3 clusters Score -776611.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -776620.375000 Penalty: 4437.208008
	Iteration 30Q: 3 clusters Score -776620.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -776631.187500 Penalty: 4437.208008
	Iteration 31Q: 3 clusters Score -776631.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -776636.375000 Penalty: 4437.208008
	Iteration 32Q: 3 clusters Score -776636.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -776641.187500 Penalty: 4437.208008
	Iteration 33Q: 3 clusters Score -776641.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -776648.187500 Penalty: 4437.208008
	Iteration 34Q: 3 clusters Score -776648.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -776657.750000 Penalty: 4437.208008
	Iteration 35Q: 3 clusters Score -776657.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -776668.687500 Penalty: 4437.208008
	Iteration 36Q: 3 clusters Score -776668.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -776678.125000 Penalty: 4437.208008
	Iteration 37Q: 3 clusters Score -776678.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -776690.625000 Penalty: 4437.208008
	Iteration 38Q: 3 clusters Score -776690.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -776701.000000 Penalty: 4437.208008
	Iteration 39Q: 3 clusters Score -776701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -776708.000000 Penalty: 4437.208008
	Iteration 40F: 3 clusters Score -776708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -776719.125000 Penalty: 4437.208008
	Iteration 41Q: 3 clusters Score -776719.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -776726.375000 Penalty: 4437.208008
	Iteration 42Q: 3 clusters Score -776726.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -776736.187500 Penalty: 4437.208008
	Iteration 43Q: 3 clusters Score -776736.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -776741.000000 Penalty: 4437.208008
	Iteration 44Q: 3 clusters Score -776741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -776751.000000 Penalty: 4437.208008
	Iteration 45Q: 3 clusters Score -776751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -776757.562500 Penalty: 4437.208008
	Iteration 46Q: 3 clusters Score -776757.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -776761.312500 Penalty: 4437.208008
	Iteration 47Q: 3 clusters Score -776761.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -776763.625000 Penalty: 4437.208008
	Iteration 48Q: 3 clusters Score -776763.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -776764.937500 Penalty: 4437.208008
	Iteration 49Q: 3 clusters Score -776764.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -776768.437500 Penalty: 4437.208008
	Iteration 50Q: 3 clusters Score -776768.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -776772.625000 Penalty: 4437.208008
	Iteration 51Q: 3 clusters Score -776772.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -776776.625000 Penalty: 4437.208008
	Iteration 52Q: 3 clusters Score -776776.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -776781.750000 Penalty: 4437.208008
	Iteration 53Q: 3 clusters Score -776781.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -776781.875000 Penalty: 4437.208008
	Iteration 54Q: 3 clusters Score -776781.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -776787.812500 Penalty: 4437.208008
	Iteration 55Q: 3 clusters Score -776787.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -776789.750000 Penalty: 4437.208008
	Iteration 56Q: 3 clusters Score -776789.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -776796.125000 Penalty: 4437.208008
	Iteration 57Q: 3 clusters Score -776796.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -776802.312500 Penalty: 4437.208008
	Iteration 58Q: 3 clusters Score -776802.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -776805.750000 Penalty: 4437.208008
	Iteration 59Q: 3 clusters Score -776805.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -776810.312500 Penalty: 4437.208008
	Iteration 60F: 3 clusters Score -776810.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -776817.062500 Penalty: 4437.208008
	Iteration 61Q: 3 clusters Score -776817.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -776820.937500 Penalty: 4437.208008
	Iteration 62Q: 3 clusters Score -776820.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -776825.250000 Penalty: 4437.208008
	Iteration 63Q: 3 clusters Score -776825.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -776832.250000 Penalty: 4437.208008
	Iteration 64Q: 3 clusters Score -776832.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -776837.875000 Penalty: 4437.208008
	Iteration 65Q: 3 clusters Score -776837.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -776841.375000 Penalty: 4437.208008
	Iteration 66Q: 3 clusters Score -776841.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -776845.437500 Penalty: 4437.208008
	Iteration 67Q: 3 clusters Score -776845.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -776848.312500 Penalty: 4437.208008
	Iteration 68Q: 3 clusters Score -776848.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -776848.437500 Penalty: 4437.208008
	Iteration 69Q: 3 clusters Score -776848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -776849.000000 Penalty: 4437.208008
	Iteration 70Q: 3 clusters Score -776849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -776850.812500 Penalty: 4437.208008
	Iteration 71Q: 3 clusters Score -776850.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -776853.937500 Penalty: 4437.208008
	Iteration 72Q: 3 clusters Score -776853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -776853.062500 Penalty: 4437.208008
	Iteration 73Q: 3 clusters Score -776853.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -776853.312500 Penalty: 4437.208008
	Iteration 74Q: 3 clusters Score -776853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -776854.812500 Penalty: 4437.208008
	Iteration 75Q: 3 clusters Score -776854.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -776854.812500 Penalty: 4437.208008
	Iteration 76F: 3 clusters Score -776854.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Entering Unmasked Estep 
Score: -1495981.750000 Penalty: 2386.794189
	Iteration 0F: 2 clusters Score -1495982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1485050.500000 Penalty: 4773.588379
	Iteration 0F: 3 clusters Score -1485050 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1488490.875000 Penalty: 4773.588379
	Iteration 1F: 3 clusters Score -1488491 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1488851.875000 Penalty: 4773.588379
	Iteration 2F: 3 clusters Score -1488852 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1489145.625000 Penalty: 4773.588379
	Iteration 3Q: 3 clusters Score -1489146 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1489414.500000 Penalty: 4773.588379
	Iteration 4Q: 3 clusters Score -1489414 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1489724.125000 Penalty: 4773.588379
	Iteration 5Q: 3 clusters Score -1489724 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1490118.750000 Penalty: 4773.588379
	Iteration 6Q: 3 clusters Score -1490119 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1490609.125000 Penalty: 4773.588379
	Iteration 7F: 3 clusters Score -1490609 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1491240.375000 Penalty: 4773.588379
	Iteration 8F: 3 clusters Score -1491240 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1491896.125000 Penalty: 4773.588379
	Iteration 9F: 3 clusters Score -1491896 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1492526.375000 Penalty: 4773.588379
	Iteration 10Q: 3 clusters Score -1492526 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1493032.625000 Penalty: 4773.588379
	Iteration 11Q: 3 clusters Score -1493033 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1493401.500000 Penalty: 4773.588379
	Iteration 12Q: 3 clusters Score -1493402 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1493631.250000 Penalty: 4773.588379
	Iteration 13Q: 3 clusters Score -1493631 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1493796.125000 Penalty: 4773.588379
	Iteration 14Q: 3 clusters Score -1493796 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1493879.250000 Penalty: 4773.588379
	Iteration 15Q: 3 clusters Score -1493879 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1493933.125000 Penalty: 4773.588379
	Iteration 16Q: 3 clusters Score -1493933 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1493975.250000 Penalty: 4773.588379
	Iteration 17Q: 3 clusters Score -1493975 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1494007.250000 Penalty: 4773.588379
	Iteration 18Q: 3 clusters Score -1494007 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1494037.875000 Penalty: 4773.588379
	Iteration 19Q: 3 clusters Score -1494038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1494049.625000 Penalty: 4773.588379
	Iteration 20F: 3 clusters Score -1494050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1494057.250000 Penalty: 4773.588379
	Iteration 21Q: 3 clusters Score -1494057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1494066.750000 Penalty: 4773.588379
	Iteration 22Q: 3 clusters Score -1494067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1494080.125000 Penalty: 4773.588379
	Iteration 23Q: 3 clusters Score -1494080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1494091.500000 Penalty: 4773.588379
	Iteration 24Q: 3 clusters Score -1494092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1494106.875000 Penalty: 4773.588379
	Iteration 25Q: 3 clusters Score -1494107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1494109.375000 Penalty: 4773.588379
	Iteration 26Q: 3 clusters Score -1494109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1494112.625000 Penalty: 4773.588379
	Iteration 27Q: 3 clusters Score -1494113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1494117.750000 Penalty: 4773.588379
	Iteration 28Q: 3 clusters Score -1494118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1494120.625000 Penalty: 4773.588379
	Iteration 29Q: 3 clusters Score -1494121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1494122.250000 Penalty: 4773.588379
	Iteration 30Q: 3 clusters Score -1494122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1494120.875000 Penalty: 4773.588379
	Iteration 31Q: 3 clusters Score -1494121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1494125.500000 Penalty: 4773.588379
	Iteration 32Q: 3 clusters Score -1494126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1494125.875000 Penalty: 4773.588379
	Iteration 33Q: 3 clusters Score -1494126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1494129.750000 Penalty: 4773.588379
	Iteration 34Q: 3 clusters Score -1494130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1494130.500000 Penalty: 4773.588379
	Iteration 35Q: 3 clusters Score -1494130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1494130.500000 Penalty: 4773.588379
	Iteration 36F: 3 clusters Score -1494130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (24139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Entering Unmasked Estep 
Score: -2479068.500000 Penalty: 2502.712891
	Iteration 0F: 2 clusters Score -2479068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2462308.500000 Penalty: 5005.425781
	Iteration 0F: 3 clusters Score -2462308 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2467894.250000 Penalty: 5005.425781
	Iteration 1F: 3 clusters Score -2467894 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2468289.500000 Penalty: 5005.425781
	Iteration 2Q: 3 clusters Score -2468290 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2468603.750000 Penalty: 5005.425781
	Iteration 3Q: 3 clusters Score -2468604 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2468903.250000 Penalty: 5005.425781
	Iteration 4Q: 3 clusters Score -2468903 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2469198.000000 Penalty: 5005.425781
	Iteration 5Q: 3 clusters Score -2469198 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2469468.750000 Penalty: 5005.425781
	Iteration 6Q: 3 clusters Score -2469469 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2469822.000000 Penalty: 5005.425781
	Iteration 7Q: 3 clusters Score -2469822 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2470220.000000 Penalty: 5005.425781
	Iteration 8Q: 3 clusters Score -2470220 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2470739.500000 Penalty: 5005.425781
	Iteration 9Q: 3 clusters Score -2470740 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2471432.750000 Penalty: 5005.425781
	Iteration 10Q: 3 clusters Score -2471433 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2472251.250000 Penalty: 5005.425781
	Iteration 11F: 3 clusters Score -2472251 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2473174.000000 Penalty: 5005.425781
	Iteration 12F: 3 clusters Score -2473174 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2474135.000000 Penalty: 5005.425781
	Iteration 13F: 3 clusters Score -2474135 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2474904.750000 Penalty: 5005.425781
	Iteration 14Q: 3 clusters Score -2474905 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2475526.500000 Penalty: 5005.425781
	Iteration 15Q: 3 clusters Score -2475526 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2475970.750000 Penalty: 5005.425781
	Iteration 16Q: 3 clusters Score -2475971 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2476264.750000 Penalty: 5005.425781
	Iteration 17Q: 3 clusters Score -2476265 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2476434.250000 Penalty: 5005.425781
	Iteration 18Q: 3 clusters Score -2476434 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2476522.750000 Penalty: 5005.425781
	Iteration 19Q: 3 clusters Score -2476523 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2476596.500000 Penalty: 5005.425781
	Iteration 20F: 3 clusters Score -2476596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -2476647.250000 Penalty: 5005.425781
	Iteration 21Q: 3 clusters Score -2476647 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -2476696.250000 Penalty: 5005.425781
	Iteration 22Q: 3 clusters Score -2476696 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -2476738.000000 Penalty: 5005.425781
	Iteration 23Q: 3 clusters Score -2476738 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2476760.000000 Penalty: 5005.425781
	Iteration 24Q: 3 clusters Score -2476760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2476793.500000 Penalty: 5005.425781
	Iteration 25Q: 3 clusters Score -2476794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2476819.250000 Penalty: 5005.425781
	Iteration 26Q: 3 clusters Score -2476819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -2476840.250000 Penalty: 5005.425781
	Iteration 27Q: 3 clusters Score -2476840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -2476853.000000 Penalty: 5005.425781
	Iteration 28Q: 3 clusters Score -2476853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2476866.750000 Penalty: 5005.425781
	Iteration 29Q: 3 clusters Score -2476867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2476881.500000 Penalty: 5005.425781
	Iteration 30Q: 3 clusters Score -2476882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -2476893.000000 Penalty: 5005.425781
	Iteration 31Q: 3 clusters Score -2476893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2476901.250000 Penalty: 5005.425781
	Iteration 32Q: 3 clusters Score -2476901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -2476909.750000 Penalty: 5005.425781
	Iteration 33Q: 3 clusters Score -2476910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2476910.500000 Penalty: 5005.425781
	Iteration 34Q: 3 clusters Score -2476910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -2476916.500000 Penalty: 5005.425781
	Iteration 35Q: 3 clusters Score -2476916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -2476928.000000 Penalty: 5005.425781
	Iteration 36Q: 3 clusters Score -2476928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2476938.750000 Penalty: 5005.425781
	Iteration 37Q: 3 clusters Score -2476939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2476937.750000 Penalty: 5005.425781
	Iteration 38Q: 3 clusters Score -2476938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2476941.750000 Penalty: 5005.425781
	Iteration 39Q: 3 clusters Score -2476942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -2476950.250000 Penalty: 5005.425781
	Iteration 40F: 3 clusters Score -2476950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -2476952.000000 Penalty: 5005.425781
	Iteration 41Q: 3 clusters Score -2476952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -2476959.250000 Penalty: 5005.425781
	Iteration 42Q: 3 clusters Score -2476959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -2476968.750000 Penalty: 5005.425781
	Iteration 43Q: 3 clusters Score -2476969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -2476966.000000 Penalty: 5005.425781
	Iteration 44Q: 3 clusters Score -2476966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -2476972.500000 Penalty: 5005.425781
	Iteration 45Q: 3 clusters Score -2476972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -2476976.000000 Penalty: 5005.425781
	Iteration 46Q: 3 clusters Score -2476976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2476973.000000 Penalty: 5005.425781
	Iteration 47Q: 3 clusters Score -2476973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -2476973.500000 Penalty: 5005.425781
	Iteration 48Q: 3 clusters Score -2476974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2476972.500000 Penalty: 5005.425781
	Iteration 49Q: 3 clusters Score -2476972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -2476981.750000 Penalty: 5005.425781
	Iteration 50Q: 3 clusters Score -2476982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -2476980.750000 Penalty: 5005.425781
	Iteration 51Q: 3 clusters Score -2476981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -2476985.000000 Penalty: 5005.425781
	Iteration 52Q: 3 clusters Score -2476985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -2476982.250000 Penalty: 5005.425781
	Iteration 53Q: 3 clusters Score -2476982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2476984.000000 Penalty: 5005.425781
	Iteration 54Q: 3 clusters Score -2476984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2476984.000000 Penalty: 5005.425781
	Iteration 55F: 3 clusters Score -2476984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 184554 members 
Mstep: Class 2 contains 8645 members 
Mstep: Class 3 contains 9502 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 5041 members 
Mstep: Class 6 contains 61390 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35678 members 
Mstep: Class 9 contains 16388 members 
Mstep: Class 10 contains 35764 members 
Mstep: Class 11 contains 6548 members 
Mstep: Class 12 contains 17702 members 
Mstep: Class 13 contains 163002 members 
Mstep: Class 14 contains 16303 members 
Mstep: Class 15 contains 242717 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 19049 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 19 contains 6645 members 
Mstep: Class 20 contains 3437 members 
Mstep: Class 21 contains 3186 members 
Mstep: Class 22 contains 285715 members 
Mstep: Class 23 contains 43244 members 
Mstep: Class 24 contains 16407 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 13491 members 
Mstep: Class 27 contains 203888 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6784 members 
Mstep: Class 30 contains 41870 members 
Mstep: Class 31 contains 20365 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69507 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7677 members 
Mstep: Class 36 contains 15126 members 
Mstep: Class 37 contains 24139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147424.000000 Penalty: 131188.937500
Iteration 319Q: 38 clusters Score -1.571474e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 184777 members 
Mstep: Class 2 contains 8644 members 
Mstep: Class 3 contains 9500 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 61393 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35672 members 
Mstep: Class 9 contains 16385 members 
Mstep: Class 10 contains 35794 members 
Mstep: Class 11 contains 6551 members 
Mstep: Class 12 contains 17699 members 
Mstep: Class 13 contains 163074 members 
Mstep: Class 14 contains 16303 members 
Mstep: Class 15 contains 242371 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 19046 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 19 contains 6651 members 
Mstep: Class 20 contains 3438 members 
Mstep: Class 21 contains 3180 members 
Mstep: Class 22 contains 285679 members 
Mstep: Class 23 contains 43255 members 
Mstep: Class 24 contains 16407 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 13490 members 
Mstep: Class 27 contains 203943 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6778 members 
Mstep: Class 30 contains 41875 members 
Mstep: Class 31 contains 20361 members 
Mstep: Class 32 contains 11126 members 
Mstep: Class 33 contains 69505 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7675 members 
Mstep: Class 36 contains 15132 members 
Mstep: Class 37 contains 24139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147424.000000 Penalty: 131188.937500
Iteration 320F: 38 clusters Score -1.571474e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 184982 members 
Mstep: Class 2 contains 8645 members 
Mstep: Class 3 contains 9504 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 61406 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35675 members 
Mstep: Class 9 contains 16387 members 
Mstep: Class 10 contains 35819 members 
Mstep: Class 11 contains 6552 members 
Mstep: Class 12 contains 17698 members 
Mstep: Class 13 contains 163169 members 
Mstep: Class 14 contains 16303 members 
Mstep: Class 15 contains 242025 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 19046 members 
Mstep: Class 18 contains 3085 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 3178 members 
Mstep: Class 22 contains 285646 members 
Mstep: Class 23 contains 43269 members 
Mstep: Class 24 contains 16406 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 13489 members 
Mstep: Class 27 contains 203980 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6763 members 
Mstep: Class 30 contains 41878 members 
Mstep: Class 31 contains 20353 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69497 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7674 members 
Mstep: Class 36 contains 15136 members 
Mstep: Class 37 contains 24140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147552.000000 Penalty: 131188.937500
Iteration 321Q: 38 clusters Score -1.571476e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 185204 members 
Mstep: Class 2 contains 8645 members 
Mstep: Class 3 contains 9505 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 61424 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35678 members 
Mstep: Class 9 contains 16387 members 
Mstep: Class 10 contains 35835 members 
Mstep: Class 11 contains 6553 members 
Mstep: Class 12 contains 17697 members 
Mstep: Class 13 contains 163259 members 
Mstep: Class 14 contains 16301 members 
Mstep: Class 15 contains 241679 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 19048 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 6661 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 3178 members 
Mstep: Class 22 contains 285618 members 
Mstep: Class 23 contains 43281 members 
Mstep: Class 24 contains 16406 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 13489 members 
Mstep: Class 27 contains 204010 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6747 members 
Mstep: Class 30 contains 41884 members 
Mstep: Class 31 contains 20341 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69492 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7672 members 
Mstep: Class 36 contains 15139 members 
Mstep: Class 37 contains 24139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147504.000000 Penalty: 131188.937500
Iteration 322Q: 38 clusters Score -1.571475e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 185402 members 
Mstep: Class 2 contains 8643 members 
Mstep: Class 3 contains 9509 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 61436 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35674 members 
Mstep: Class 9 contains 16387 members 
Mstep: Class 10 contains 35843 members 
Mstep: Class 11 contains 6555 members 
Mstep: Class 12 contains 17696 members 
Mstep: Class 13 contains 163335 members 
Mstep: Class 14 contains 16301 members 
Mstep: Class 15 contains 241358 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 19050 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 3178 members 
Mstep: Class 22 contains 285593 members 
Mstep: Class 23 contains 43293 members 
Mstep: Class 24 contains 16407 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 13487 members 
Mstep: Class 27 contains 204053 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6732 members 
Mstep: Class 30 contains 41887 members 
Mstep: Class 31 contains 20335 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69492 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7673 members 
Mstep: Class 36 contains 15140 members 
Mstep: Class 37 contains 24138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147568.000000 Penalty: 131188.937500
Iteration 323Q: 38 clusters Score -1.571476e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 185565 members 
Mstep: Class 2 contains 8642 members 
Mstep: Class 3 contains 9505 members 
Mstep: Class 4 contains 3438 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 61449 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35673 members 
Mstep: Class 9 contains 16386 members 
Mstep: Class 10 contains 35855 members 
Mstep: Class 11 contains 6560 members 
Mstep: Class 12 contains 17695 members 
Mstep: Class 13 contains 163407 members 
Mstep: Class 14 contains 16299 members 
Mstep: Class 15 contains 241095 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 19049 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 6676 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 3177 members 
Mstep: Class 22 contains 285560 members 
Mstep: Class 23 contains 43299 members 
Mstep: Class 24 contains 16408 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 13485 members 
Mstep: Class 27 contains 204100 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6719 members 
Mstep: Class 30 contains 41890 members 
Mstep: Class 31 contains 20334 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69487 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7673 members 
Mstep: Class 36 contains 15141 members 
Mstep: Class 37 contains 24136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147584.000000 Penalty: 131188.937500
Iteration 324Q: 38 clusters Score -1.571476e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 185719 members 
Mstep: Class 2 contains 8643 members 
Mstep: Class 3 contains 9505 members 
Mstep: Class 4 contains 3439 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 61456 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35679 members 
Mstep: Class 9 contains 16386 members 
Mstep: Class 10 contains 35867 members 
Mstep: Class 11 contains 6564 members 
Mstep: Class 12 contains 17694 members 
Mstep: Class 13 contains 163478 members 
Mstep: Class 14 contains 16298 members 
Mstep: Class 15 contains 240839 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 19045 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 3176 members 
Mstep: Class 22 contains 285528 members 
Mstep: Class 23 contains 43301 members 
Mstep: Class 24 contains 16408 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 13486 members 
Mstep: Class 27 contains 204146 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 41893 members 
Mstep: Class 31 contains 20330 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69487 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7673 members 
Mstep: Class 36 contains 15142 members 
Mstep: Class 37 contains 24133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147424.000000 Penalty: 131188.937500
Iteration 325Q: 38 clusters Score -1.571474e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 185841 members 
Mstep: Class 2 contains 8641 members 
Mstep: Class 3 contains 9497 members 
Mstep: Class 4 contains 3439 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 61462 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35680 members 
Mstep: Class 9 contains 16383 members 
Mstep: Class 10 contains 35883 members 
Mstep: Class 11 contains 6567 members 
Mstep: Class 12 contains 17694 members 
Mstep: Class 13 contains 163557 members 
Mstep: Class 14 contains 16298 members 
Mstep: Class 15 contains 240581 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 19040 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 6690 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 3177 members 
Mstep: Class 22 contains 285510 members 
Mstep: Class 23 contains 43306 members 
Mstep: Class 24 contains 16408 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 13485 members 
Mstep: Class 27 contains 204217 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6689 members 
Mstep: Class 30 contains 41893 members 
Mstep: Class 31 contains 20327 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69485 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7674 members 
Mstep: Class 36 contains 15142 members 
Mstep: Class 37 contains 24133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147408.000000 Penalty: 131188.937500
Iteration 326Q: 38 clusters Score -1.571474e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 185966 members 
Mstep: Class 2 contains 8640 members 
Mstep: Class 3 contains 9496 members 
Mstep: Class 4 contains 3439 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 61469 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35683 members 
Mstep: Class 9 contains 16382 members 
Mstep: Class 10 contains 35904 members 
Mstep: Class 11 contains 6568 members 
Mstep: Class 12 contains 17694 members 
Mstep: Class 13 contains 163619 members 
Mstep: Class 14 contains 16298 members 
Mstep: Class 15 contains 240340 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 19034 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 6691 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 285491 members 
Mstep: Class 23 contains 43309 members 
Mstep: Class 24 contains 16408 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 13485 members 
Mstep: Class 27 contains 204284 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6670 members 
Mstep: Class 30 contains 41893 members 
Mstep: Class 31 contains 20328 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69484 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7674 members 
Mstep: Class 36 contains 15143 members 
Mstep: Class 37 contains 24132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147504.000000 Penalty: 131188.937500
Iteration 327Q: 38 clusters Score -1.571475e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 186076 members 
Mstep: Class 2 contains 8638 members 
Mstep: Class 3 contains 9497 members 
Mstep: Class 4 contains 3439 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 61482 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35684 members 
Mstep: Class 9 contains 16379 members 
Mstep: Class 10 contains 35917 members 
Mstep: Class 11 contains 6567 members 
Mstep: Class 12 contains 17693 members 
Mstep: Class 13 contains 163687 members 
Mstep: Class 14 contains 16298 members 
Mstep: Class 15 contains 240096 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 19033 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6694 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 285479 members 
Mstep: Class 23 contains 43322 members 
Mstep: Class 24 contains 16408 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 13484 members 
Mstep: Class 27 contains 204339 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6658 members 
Mstep: Class 30 contains 41897 members 
Mstep: Class 31 contains 20327 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69485 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7674 members 
Mstep: Class 36 contains 15142 members 
Mstep: Class 37 contains 24134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147376.000000 Penalty: 131188.937500
Iteration 328Q: 38 clusters Score -1.571474e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 186189 members 
Mstep: Class 2 contains 8637 members 
Mstep: Class 3 contains 9498 members 
Mstep: Class 4 contains 3439 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 61496 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35680 members 
Mstep: Class 9 contains 16376 members 
Mstep: Class 10 contains 35946 members 
Mstep: Class 11 contains 6569 members 
Mstep: Class 12 contains 17693 members 
Mstep: Class 13 contains 163733 members 
Mstep: Class 14 contains 16297 members 
Mstep: Class 15 contains 239885 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 19032 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6701 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 285467 members 
Mstep: Class 23 contains 43327 members 
Mstep: Class 24 contains 16408 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 13485 members 
Mstep: Class 27 contains 204375 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6637 members 
Mstep: Class 30 contains 41898 members 
Mstep: Class 31 contains 20327 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69485 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7674 members 
Mstep: Class 36 contains 15143 members 
Mstep: Class 37 contains 24134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147504.000000 Penalty: 131188.937500
Iteration 329Q: 38 clusters Score -1.571475e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 186290 members 
Mstep: Class 2 contains 8635 members 
Mstep: Class 3 contains 9500 members 
Mstep: Class 4 contains 3440 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 61520 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35680 members 
Mstep: Class 9 contains 16375 members 
Mstep: Class 10 contains 35959 members 
Mstep: Class 11 contains 6569 members 
Mstep: Class 12 contains 17694 members 
Mstep: Class 13 contains 163778 members 
Mstep: Class 14 contains 16298 members 
Mstep: Class 15 contains 239682 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 19031 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6711 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 3166 members 
Mstep: Class 22 contains 285449 members 
Mstep: Class 23 contains 43333 members 
Mstep: Class 24 contains 16408 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 13486 members 
Mstep: Class 27 contains 204417 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6619 members 
Mstep: Class 30 contains 41899 members 
Mstep: Class 31 contains 20327 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69481 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7674 members 
Mstep: Class 36 contains 15144 members 
Mstep: Class 37 contains 24133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147488.000000 Penalty: 131188.937500
Iteration 330Q: 38 clusters Score -1.571475e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 186392 members 
Mstep: Class 2 contains 8635 members 
Mstep: Class 3 contains 9498 members 
Mstep: Class 4 contains 3440 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 61536 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35680 members 
Mstep: Class 9 contains 16374 members 
Mstep: Class 10 contains 35971 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 17690 members 
Mstep: Class 13 contains 163825 members 
Mstep: Class 14 contains 16298 members 
Mstep: Class 15 contains 239490 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 19033 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6718 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 3164 members 
Mstep: Class 22 contains 285427 members 
Mstep: Class 23 contains 43337 members 
Mstep: Class 24 contains 16408 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 13490 members 
Mstep: Class 27 contains 204454 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6608 members 
Mstep: Class 30 contains 41905 members 
Mstep: Class 31 contains 20324 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69481 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7673 members 
Mstep: Class 36 contains 15142 members 
Mstep: Class 37 contains 24132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147584.000000 Penalty: 131188.937500
Iteration 331Q: 38 clusters Score -1.571476e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 186498 members 
Mstep: Class 2 contains 8632 members 
Mstep: Class 3 contains 9502 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 61541 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35676 members 
Mstep: Class 9 contains 16372 members 
Mstep: Class 10 contains 35987 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 17688 members 
Mstep: Class 13 contains 163875 members 
Mstep: Class 14 contains 16298 members 
Mstep: Class 15 contains 239308 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 19029 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6723 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 3163 members 
Mstep: Class 22 contains 285401 members 
Mstep: Class 23 contains 43338 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 13495 members 
Mstep: Class 27 contains 204498 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6596 members 
Mstep: Class 30 contains 41903 members 
Mstep: Class 31 contains 20323 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69480 members 
Mstep: Class 34 contains 1243 members 
Mstep: Class 35 contains 7673 members 
Mstep: Class 36 contains 15143 members 
Mstep: Class 37 contains 24131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147664.000000 Penalty: 131188.937500
Iteration 332Q: 38 clusters Score -1.571477e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 186599 members 
Mstep: Class 2 contains 8629 members 
Mstep: Class 3 contains 9504 members 
Mstep: Class 4 contains 3444 members 
Mstep: Class 5 contains 5046 members 
Mstep: Class 6 contains 61554 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35675 members 
Mstep: Class 9 contains 16369 members 
Mstep: Class 10 contains 36005 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 17688 members 
Mstep: Class 13 contains 163933 members 
Mstep: Class 14 contains 16296 members 
Mstep: Class 15 contains 239118 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 19026 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 21 contains 3161 members 
Mstep: Class 22 contains 285378 members 
Mstep: Class 23 contains 43334 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 13498 members 
Mstep: Class 27 contains 204543 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6580 members 
Mstep: Class 30 contains 41903 members 
Mstep: Class 31 contains 20317 members 
Mstep: Class 32 contains 11130 members 
Mstep: Class 33 contains 69479 members 
Mstep: Class 34 contains 1242 members 
Mstep: Class 35 contains 7672 members 
Mstep: Class 36 contains 15142 members 
Mstep: Class 37 contains 24131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147776.000000 Penalty: 131188.937500
Iteration 333Q: 38 clusters Score -1.571478e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 186684 members 
Mstep: Class 2 contains 8629 members 
Mstep: Class 3 contains 9504 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 5047 members 
Mstep: Class 6 contains 61569 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35673 members 
Mstep: Class 9 contains 16368 members 
Mstep: Class 10 contains 36022 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 17688 members 
Mstep: Class 13 contains 163990 members 
Mstep: Class 14 contains 16297 members 
Mstep: Class 15 contains 238928 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 19022 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6732 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 3159 members 
Mstep: Class 22 contains 285356 members 
Mstep: Class 23 contains 43337 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6960 members 
Mstep: Class 26 contains 13501 members 
Mstep: Class 27 contains 204592 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6564 members 
Mstep: Class 30 contains 41907 members 
Mstep: Class 31 contains 20314 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69472 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7672 members 
Mstep: Class 36 contains 15143 members 
Mstep: Class 37 contains 24130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147664.000000 Penalty: 131188.937500
Iteration 334Q: 38 clusters Score -1.571477e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 186786 members 
Mstep: Class 2 contains 8627 members 
Mstep: Class 3 contains 9503 members 
Mstep: Class 4 contains 3448 members 
Mstep: Class 5 contains 5047 members 
Mstep: Class 6 contains 61578 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35670 members 
Mstep: Class 9 contains 16366 members 
Mstep: Class 10 contains 36043 members 
Mstep: Class 11 contains 6582 members 
Mstep: Class 12 contains 17688 members 
Mstep: Class 13 contains 164045 members 
Mstep: Class 14 contains 16295 members 
Mstep: Class 15 contains 238751 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 19020 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6741 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 3158 members 
Mstep: Class 22 contains 285337 members 
Mstep: Class 23 contains 43339 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6960 members 
Mstep: Class 26 contains 13501 members 
Mstep: Class 27 contains 204629 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6539 members 
Mstep: Class 30 contains 41912 members 
Mstep: Class 31 contains 20309 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69460 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7673 members 
Mstep: Class 36 contains 15144 members 
Mstep: Class 37 contains 24130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147440.000000 Penalty: 131188.937500
Iteration 335Q: 38 clusters Score -1.571474e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 186888 members 
Mstep: Class 2 contains 8625 members 
Mstep: Class 3 contains 9501 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 5048 members 
Mstep: Class 6 contains 61588 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35670 members 
Mstep: Class 9 contains 16365 members 
Mstep: Class 10 contains 36062 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 17686 members 
Mstep: Class 13 contains 164086 members 
Mstep: Class 14 contains 16294 members 
Mstep: Class 15 contains 238576 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 19016 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6749 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 3154 members 
Mstep: Class 22 contains 285314 members 
Mstep: Class 23 contains 43341 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6960 members 
Mstep: Class 26 contains 13501 members 
Mstep: Class 27 contains 204672 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6524 members 
Mstep: Class 30 contains 41910 members 
Mstep: Class 31 contains 20310 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69455 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7673 members 
Mstep: Class 36 contains 15148 members 
Mstep: Class 37 contains 24130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147456.000000 Penalty: 131188.937500
Iteration 336Q: 38 clusters Score -1.571475e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 186987 members 
Mstep: Class 2 contains 8625 members 
Mstep: Class 3 contains 9497 members 
Mstep: Class 4 contains 3450 members 
Mstep: Class 5 contains 5049 members 
Mstep: Class 6 contains 61590 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35665 members 
Mstep: Class 9 contains 16364 members 
Mstep: Class 10 contains 36086 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 164130 members 
Mstep: Class 14 contains 16292 members 
Mstep: Class 15 contains 238421 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 19012 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6757 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 3151 members 
Mstep: Class 22 contains 285292 members 
Mstep: Class 23 contains 43349 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 6960 members 
Mstep: Class 26 contains 13500 members 
Mstep: Class 27 contains 204696 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6511 members 
Mstep: Class 30 contains 41913 members 
Mstep: Class 31 contains 20310 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69451 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7673 members 
Mstep: Class 36 contains 15149 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147664.000000 Penalty: 131188.937500
Iteration 337Q: 38 clusters Score -1.571477e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187077 members 
Mstep: Class 2 contains 8625 members 
Mstep: Class 3 contains 9491 members 
Mstep: Class 4 contains 3454 members 
Mstep: Class 5 contains 5050 members 
Mstep: Class 6 contains 61604 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35664 members 
Mstep: Class 9 contains 16360 members 
Mstep: Class 10 contains 36104 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 164181 members 
Mstep: Class 14 contains 16287 members 
Mstep: Class 15 contains 238273 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 19008 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6762 members 
Mstep: Class 20 contains 3460 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 285267 members 
Mstep: Class 23 contains 43351 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 13498 members 
Mstep: Class 27 contains 204727 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6490 members 
Mstep: Class 30 contains 41916 members 
Mstep: Class 31 contains 20307 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69447 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7673 members 
Mstep: Class 36 contains 15150 members 
Mstep: Class 37 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147696.000000 Penalty: 131188.937500
Iteration 338Q: 38 clusters Score -1.571477e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187168 members 
Mstep: Class 2 contains 8625 members 
Mstep: Class 3 contains 9485 members 
Mstep: Class 4 contains 3457 members 
Mstep: Class 5 contains 5051 members 
Mstep: Class 6 contains 61616 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35663 members 
Mstep: Class 9 contains 16356 members 
Mstep: Class 10 contains 36122 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 17683 members 
Mstep: Class 13 contains 164238 members 
Mstep: Class 14 contains 16282 members 
Mstep: Class 15 contains 238133 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 19002 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6763 members 
Mstep: Class 20 contains 3461 members 
Mstep: Class 21 contains 3152 members 
Mstep: Class 22 contains 285228 members 
Mstep: Class 23 contains 43351 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 13500 members 
Mstep: Class 27 contains 204763 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6472 members 
Mstep: Class 30 contains 41922 members 
Mstep: Class 31 contains 20306 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69443 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7672 members 
Mstep: Class 36 contains 15153 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147792.000000 Penalty: 131188.937500
Iteration 339Q: 38 clusters Score -1.571478e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187254 members 
Mstep: Class 2 contains 8624 members 
Mstep: Class 3 contains 9480 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 5050 members 
Mstep: Class 6 contains 61627 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35662 members 
Mstep: Class 9 contains 16356 members 
Mstep: Class 10 contains 36137 members 
Mstep: Class 11 contains 6592 members 
Mstep: Class 12 contains 17682 members 
Mstep: Class 13 contains 164289 members 
Mstep: Class 14 contains 16278 members 
Mstep: Class 15 contains 237993 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 19000 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6768 members 
Mstep: Class 20 contains 3464 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 285191 members 
Mstep: Class 23 contains 43350 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6960 members 
Mstep: Class 26 contains 13500 members 
Mstep: Class 27 contains 204800 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6461 members 
Mstep: Class 30 contains 41921 members 
Mstep: Class 31 contains 20304 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69434 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7672 members 
Mstep: Class 36 contains 15154 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147664.000000 Penalty: 131188.937500
Iteration 340F: 38 clusters Score -1.571477e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187339 members 
Mstep: Class 2 contains 8624 members 
Mstep: Class 3 contains 9477 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 61635 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35658 members 
Mstep: Class 9 contains 16354 members 
Mstep: Class 10 contains 36144 members 
Mstep: Class 11 contains 6594 members 
Mstep: Class 12 contains 17682 members 
Mstep: Class 13 contains 164318 members 
Mstep: Class 14 contains 16273 members 
Mstep: Class 15 contains 237868 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18998 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6773 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3155 members 
Mstep: Class 22 contains 285173 members 
Mstep: Class 23 contains 43349 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6961 members 
Mstep: Class 26 contains 13500 members 
Mstep: Class 27 contains 204828 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6454 members 
Mstep: Class 30 contains 41921 members 
Mstep: Class 31 contains 20303 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69424 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7672 members 
Mstep: Class 36 contains 15158 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147824.000000 Penalty: 131188.937500
Iteration 341Q: 38 clusters Score -1.571478e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187412 members 
Mstep: Class 2 contains 8623 members 
Mstep: Class 3 contains 9470 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 61642 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35651 members 
Mstep: Class 9 contains 16352 members 
Mstep: Class 10 contains 36150 members 
Mstep: Class 11 contains 6594 members 
Mstep: Class 12 contains 17683 members 
Mstep: Class 13 contains 164343 members 
Mstep: Class 14 contains 16270 members 
Mstep: Class 15 contains 237763 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18996 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6779 members 
Mstep: Class 20 contains 3468 members 
Mstep: Class 21 contains 3157 members 
Mstep: Class 22 contains 285156 members 
Mstep: Class 23 contains 43347 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6961 members 
Mstep: Class 26 contains 13501 members 
Mstep: Class 27 contains 204851 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6459 members 
Mstep: Class 30 contains 41923 members 
Mstep: Class 31 contains 20302 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69416 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7673 members 
Mstep: Class 36 contains 15158 members 
Mstep: Class 37 contains 24123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147824.000000 Penalty: 131188.937500
Iteration 342Q: 38 clusters Score -1.571478e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187483 members 
Mstep: Class 2 contains 8622 members 
Mstep: Class 3 contains 9466 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 61651 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16350 members 
Mstep: Class 10 contains 36160 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 17681 members 
Mstep: Class 13 contains 164368 members 
Mstep: Class 14 contains 16269 members 
Mstep: Class 15 contains 237653 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18995 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6781 members 
Mstep: Class 20 contains 3468 members 
Mstep: Class 21 contains 3159 members 
Mstep: Class 22 contains 285136 members 
Mstep: Class 23 contains 43346 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6961 members 
Mstep: Class 26 contains 13501 members 
Mstep: Class 27 contains 204885 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6454 members 
Mstep: Class 30 contains 41929 members 
Mstep: Class 31 contains 20301 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69407 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7672 members 
Mstep: Class 36 contains 15160 members 
Mstep: Class 37 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148000.000000 Penalty: 131188.937500
Iteration 343Q: 38 clusters Score -1.57148e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187547 members 
Mstep: Class 2 contains 8623 members 
Mstep: Class 3 contains 9465 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 61656 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35646 members 
Mstep: Class 9 contains 16350 members 
Mstep: Class 10 contains 36176 members 
Mstep: Class 11 contains 6598 members 
Mstep: Class 12 contains 17679 members 
Mstep: Class 13 contains 164407 members 
Mstep: Class 14 contains 16269 members 
Mstep: Class 15 contains 237544 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18996 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6782 members 
Mstep: Class 20 contains 3468 members 
Mstep: Class 21 contains 3158 members 
Mstep: Class 22 contains 285117 members 
Mstep: Class 23 contains 43347 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6961 members 
Mstep: Class 26 contains 13503 members 
Mstep: Class 27 contains 204899 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 6442 members 
Mstep: Class 30 contains 41930 members 
Mstep: Class 31 contains 20300 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69408 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7671 members 
Mstep: Class 36 contains 15161 members 
Mstep: Class 37 contains 24117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147968.000000 Penalty: 131188.937500
Iteration 344Q: 38 clusters Score -1.57148e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187603 members 
Mstep: Class 2 contains 8623 members 
Mstep: Class 3 contains 9464 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 61664 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36193 members 
Mstep: Class 11 contains 6599 members 
Mstep: Class 12 contains 17675 members 
Mstep: Class 13 contains 164432 members 
Mstep: Class 14 contains 16269 members 
Mstep: Class 15 contains 237437 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18996 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6782 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 21 contains 3158 members 
Mstep: Class 22 contains 285093 members 
Mstep: Class 23 contains 43346 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6962 members 
Mstep: Class 26 contains 13507 members 
Mstep: Class 27 contains 204931 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6433 members 
Mstep: Class 30 contains 41932 members 
Mstep: Class 31 contains 20299 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69404 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7670 members 
Mstep: Class 36 contains 15162 members 
Mstep: Class 37 contains 24117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148080.000000 Penalty: 131188.937500
Iteration 345Q: 38 clusters Score -1.571481e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187655 members 
Mstep: Class 2 contains 8621 members 
Mstep: Class 3 contains 9462 members 
Mstep: Class 4 contains 3463 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 61668 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35645 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36208 members 
Mstep: Class 11 contains 6599 members 
Mstep: Class 12 contains 17671 members 
Mstep: Class 13 contains 164463 members 
Mstep: Class 14 contains 16268 members 
Mstep: Class 15 contains 237351 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18995 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 3471 members 
Mstep: Class 21 contains 3158 members 
Mstep: Class 22 contains 285069 members 
Mstep: Class 23 contains 43343 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6963 members 
Mstep: Class 26 contains 13508 members 
Mstep: Class 27 contains 204964 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6420 members 
Mstep: Class 30 contains 41936 members 
Mstep: Class 31 contains 20300 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69396 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7670 members 
Mstep: Class 36 contains 15162 members 
Mstep: Class 37 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148048.000000 Penalty: 131188.937500
Iteration 346Q: 38 clusters Score -1.57148e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187701 members 
Mstep: Class 2 contains 8621 members 
Mstep: Class 3 contains 9458 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 61674 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35644 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36218 members 
Mstep: Class 11 contains 6602 members 
Mstep: Class 12 contains 17670 members 
Mstep: Class 13 contains 164485 members 
Mstep: Class 14 contains 16267 members 
Mstep: Class 15 contains 237280 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18995 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 21 contains 3158 members 
Mstep: Class 22 contains 285051 members 
Mstep: Class 23 contains 43343 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6963 members 
Mstep: Class 26 contains 13508 members 
Mstep: Class 27 contains 204983 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6409 members 
Mstep: Class 30 contains 41937 members 
Mstep: Class 31 contains 20298 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69389 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7670 members 
Mstep: Class 36 contains 15162 members 
Mstep: Class 37 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148144.000000 Penalty: 131188.937500
Iteration 347Q: 38 clusters Score -1.571481e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187745 members 
Mstep: Class 2 contains 8621 members 
Mstep: Class 3 contains 9459 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 61676 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35644 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36228 members 
Mstep: Class 11 contains 6604 members 
Mstep: Class 12 contains 17669 members 
Mstep: Class 13 contains 164504 members 
Mstep: Class 14 contains 16268 members 
Mstep: Class 15 contains 237206 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18994 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6782 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 21 contains 3158 members 
Mstep: Class 22 contains 285030 members 
Mstep: Class 23 contains 43342 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6963 members 
Mstep: Class 26 contains 13509 members 
Mstep: Class 27 contains 205001 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6403 members 
Mstep: Class 30 contains 41938 members 
Mstep: Class 31 contains 20297 members 
Mstep: Class 32 contains 11130 members 
Mstep: Class 33 contains 69387 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7670 members 
Mstep: Class 36 contains 15164 members 
Mstep: Class 37 contains 24123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148208.000000 Penalty: 131188.937500
Iteration 348Q: 38 clusters Score -1.571482e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187790 members 
Mstep: Class 2 contains 8621 members 
Mstep: Class 3 contains 9457 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5067 members 
Mstep: Class 6 contains 61675 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35645 members 
Mstep: Class 9 contains 16350 members 
Mstep: Class 10 contains 36234 members 
Mstep: Class 11 contains 6608 members 
Mstep: Class 12 contains 17667 members 
Mstep: Class 13 contains 164533 members 
Mstep: Class 14 contains 16268 members 
Mstep: Class 15 contains 237126 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18996 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6782 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 21 contains 3156 members 
Mstep: Class 22 contains 285014 members 
Mstep: Class 23 contains 43344 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6964 members 
Mstep: Class 26 contains 13510 members 
Mstep: Class 27 contains 205019 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6392 members 
Mstep: Class 30 contains 41940 members 
Mstep: Class 31 contains 20297 members 
Mstep: Class 32 contains 11130 members 
Mstep: Class 33 contains 69387 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7670 members 
Mstep: Class 36 contains 15165 members 
Mstep: Class 37 contains 24123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148160.000000 Penalty: 131188.937500
Iteration 349Q: 38 clusters Score -1.571482e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187817 members 
Mstep: Class 2 contains 8620 members 
Mstep: Class 3 contains 9453 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5067 members 
Mstep: Class 6 contains 61687 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35641 members 
Mstep: Class 9 contains 16350 members 
Mstep: Class 10 contains 36241 members 
Mstep: Class 11 contains 6608 members 
Mstep: Class 12 contains 17665 members 
Mstep: Class 13 contains 164560 members 
Mstep: Class 14 contains 16268 members 
Mstep: Class 15 contains 237052 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18996 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6782 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3154 members 
Mstep: Class 22 contains 285003 members 
Mstep: Class 23 contains 43344 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13512 members 
Mstep: Class 27 contains 205044 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6387 members 
Mstep: Class 30 contains 41943 members 
Mstep: Class 31 contains 20297 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 69386 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7671 members 
Mstep: Class 36 contains 15165 members 
Mstep: Class 37 contains 24122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148144.000000 Penalty: 131188.937500
Iteration 350Q: 38 clusters Score -1.571481e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187852 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9454 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5067 members 
Mstep: Class 6 contains 61695 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35640 members 
Mstep: Class 9 contains 16350 members 
Mstep: Class 10 contains 36247 members 
Mstep: Class 11 contains 6610 members 
Mstep: Class 12 contains 17662 members 
Mstep: Class 13 contains 164584 members 
Mstep: Class 14 contains 16267 members 
Mstep: Class 15 contains 236973 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18996 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6782 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 284991 members 
Mstep: Class 23 contains 43344 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13513 members 
Mstep: Class 27 contains 205073 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6382 members 
Mstep: Class 30 contains 41945 members 
Mstep: Class 31 contains 20298 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69381 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7671 members 
Mstep: Class 36 contains 15165 members 
Mstep: Class 37 contains 24123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148128.000000 Penalty: 131188.937500
Iteration 351Q: 38 clusters Score -1.571481e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187889 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9453 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 61703 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35641 members 
Mstep: Class 9 contains 16350 members 
Mstep: Class 10 contains 36249 members 
Mstep: Class 11 contains 6612 members 
Mstep: Class 12 contains 17659 members 
Mstep: Class 13 contains 164607 members 
Mstep: Class 14 contains 16266 members 
Mstep: Class 15 contains 236902 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18996 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 284976 members 
Mstep: Class 23 contains 43343 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13514 members 
Mstep: Class 27 contains 205096 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6382 members 
Mstep: Class 30 contains 41944 members 
Mstep: Class 31 contains 20299 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69375 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7669 members 
Mstep: Class 36 contains 15167 members 
Mstep: Class 37 contains 24123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148000.000000 Penalty: 131188.937500
Iteration 352Q: 38 clusters Score -1.57148e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187929 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9452 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 61709 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35644 members 
Mstep: Class 9 contains 16350 members 
Mstep: Class 10 contains 36257 members 
Mstep: Class 11 contains 6614 members 
Mstep: Class 12 contains 17655 members 
Mstep: Class 13 contains 164628 members 
Mstep: Class 14 contains 16266 members 
Mstep: Class 15 contains 236821 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18993 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3152 members 
Mstep: Class 22 contains 284960 members 
Mstep: Class 23 contains 43340 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13513 members 
Mstep: Class 27 contains 205126 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6381 members 
Mstep: Class 30 contains 41945 members 
Mstep: Class 31 contains 20298 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69375 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7667 members 
Mstep: Class 36 contains 15169 members 
Mstep: Class 37 contains 24125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147872.000000 Penalty: 131188.937500
Iteration 353Q: 38 clusters Score -1.571479e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 187969 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9451 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 61716 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35643 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36262 members 
Mstep: Class 11 contains 6616 members 
Mstep: Class 12 contains 17652 members 
Mstep: Class 13 contains 164657 members 
Mstep: Class 14 contains 16267 members 
Mstep: Class 15 contains 236735 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18992 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3152 members 
Mstep: Class 22 contains 284950 members 
Mstep: Class 23 contains 43335 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13514 members 
Mstep: Class 27 contains 205144 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6380 members 
Mstep: Class 30 contains 41950 members 
Mstep: Class 31 contains 20297 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69376 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7667 members 
Mstep: Class 36 contains 15170 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147968.000000 Penalty: 131188.937500
Iteration 354Q: 38 clusters Score -1.57148e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188012 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9447 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 61721 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35641 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36276 members 
Mstep: Class 11 contains 6618 members 
Mstep: Class 12 contains 17651 members 
Mstep: Class 13 contains 164684 members 
Mstep: Class 14 contains 16266 members 
Mstep: Class 15 contains 236650 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18990 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 284941 members 
Mstep: Class 23 contains 43331 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13516 members 
Mstep: Class 27 contains 205160 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6377 members 
Mstep: Class 30 contains 41947 members 
Mstep: Class 31 contains 20297 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69376 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7667 members 
Mstep: Class 36 contains 15172 members 
Mstep: Class 37 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147888.000000 Penalty: 131188.937500
Iteration 355Q: 38 clusters Score -1.571479e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188061 members 
Mstep: Class 2 contains 8620 members 
Mstep: Class 3 contains 9443 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 61731 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35638 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36284 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 17651 members 
Mstep: Class 13 contains 164712 members 
Mstep: Class 14 contains 16265 members 
Mstep: Class 15 contains 236577 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18989 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3151 members 
Mstep: Class 22 contains 284927 members 
Mstep: Class 23 contains 43327 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 205178 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6372 members 
Mstep: Class 30 contains 41945 members 
Mstep: Class 31 contains 20297 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69369 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7667 members 
Mstep: Class 36 contains 15171 members 
Mstep: Class 37 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147824.000000 Penalty: 131188.937500
Iteration 356Q: 38 clusters Score -1.571478e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188091 members 
Mstep: Class 2 contains 8621 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 61743 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35637 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36293 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 17651 members 
Mstep: Class 13 contains 164726 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 236507 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 17 contains 18989 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3149 members 
Mstep: Class 22 contains 284921 members 
Mstep: Class 23 contains 43334 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13519 members 
Mstep: Class 27 contains 205194 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6370 members 
Mstep: Class 30 contains 41942 members 
Mstep: Class 31 contains 20296 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69366 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15174 members 
Mstep: Class 37 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147696.000000 Penalty: 131188.937500
Iteration 357Q: 38 clusters Score -1.571477e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188136 members 
Mstep: Class 2 contains 8620 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 61753 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35637 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36299 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 17650 members 
Mstep: Class 13 contains 164740 members 
Mstep: Class 14 contains 16261 members 
Mstep: Class 15 contains 236447 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18988 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6784 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3147 members 
Mstep: Class 22 contains 284914 members 
Mstep: Class 23 contains 43334 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 205200 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6365 members 
Mstep: Class 30 contains 41942 members 
Mstep: Class 31 contains 20296 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69361 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15177 members 
Mstep: Class 37 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147840.000000 Penalty: 131188.937500
Iteration 358Q: 38 clusters Score -1.571478e+08 nChanged 130
Entering ConstructFrom: 
Score: -157147840.000000 Penalty: 131188.937500
Entering ConstructFrom: 
Trying to split cluster 1 (188175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188175 members 
Entering Unmasked Estep 
Score: -18906694.000000 Penalty: 3011.991455
	Iteration 0F: 2 clusters Score -1.890669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 94437 members 
Entering Unmasked Estep 
Score: -18781586.000000 Penalty: 6023.982910
	Iteration 0F: 3 clusters Score -1.878159e+07 nChanged 90075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87319 members 
Mstep: Class 2 contains 100856 members 
Entering Unmasked Estep 
Score: -18834010.000000 Penalty: 6023.982910
	Iteration 1F: 3 clusters Score -1.883401e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83222 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
Score: -18835330.000000 Penalty: 6023.982910
	Iteration 2Q: 3 clusters Score -1.883533e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 111271 members 
Entering Unmasked Estep 
Score: -18837874.000000 Penalty: 6023.982910
	Iteration 3Q: 3 clusters Score -1.883787e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 120818 members 
Entering Unmasked Estep 
Score: -18842510.000000 Penalty: 6023.982910
	Iteration 4F: 3 clusters Score -1.884251e+07 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 134360 members 
Entering Unmasked Estep 
Score: -18851572.000000 Penalty: 6023.982910
	Iteration 5F: 3 clusters Score -1.885157e+07 nChanged 17364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 151718 members 
Entering Unmasked Estep 
Score: -18866866.000000 Penalty: 6023.982910
	Iteration 6F: 3 clusters Score -1.886687e+07 nChanged 17776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 169494 members 
Entering Unmasked Estep 
Score: -18884890.000000 Penalty: 6023.982910
	Iteration 7F: 3 clusters Score -1.888489e+07 nChanged 12330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 181824 members 
Entering Unmasked Estep 
Score: -18897638.000000 Penalty: 6023.982910
	Iteration 8F: 3 clusters Score -1.889764e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 186705 members 
Entering Unmasked Estep 
Score: -18902572.000000 Penalty: 6023.982910
	Iteration 9Q: 3 clusters Score -1.890257e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 187805 members 
Entering Unmasked Estep 
Score: -18903560.000000 Penalty: 6023.982910
	Iteration 10Q: 3 clusters Score -1.890356e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 187983 members 
Entering Unmasked Estep 
Score: -18903834.000000 Penalty: 6023.982910
	Iteration 11Q: 3 clusters Score -1.890383e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 188014 members 
Entering Unmasked Estep 
Score: -18903886.000000 Penalty: 6023.982910
	Iteration 12Q: 3 clusters Score -1.890389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 188022 members 
Entering Unmasked Estep 
Score: -18903932.000000 Penalty: 6023.982910
	Iteration 13Q: 3 clusters Score -1.890393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 188026 members 
Entering Unmasked Estep 
Score: -18903942.000000 Penalty: 6023.982910
	Iteration 14Q: 3 clusters Score -1.890394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 188029 members 
Entering Unmasked Estep 
Score: -18903966.000000 Penalty: 6023.982910
	Iteration 15Q: 3 clusters Score -1.890397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 188029 members 
Entering Unmasked Estep 
Score: -18903966.000000 Penalty: 6023.982910
	Iteration 16F: 3 clusters Score -1.890397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Entering Unmasked Estep 
Score: -863744.875000 Penalty: 2247.336426
	Iteration 0F: 2 clusters Score -863744.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -856972.250000 Penalty: 4494.672852
	Iteration 0F: 3 clusters Score -856972.2 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -859033.937500 Penalty: 4494.672852
	Iteration 1F: 3 clusters Score -859033.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -859392.937500 Penalty: 4494.672852
	Iteration 2F: 3 clusters Score -859392.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -859611.000000 Penalty: 4494.672852
	Iteration 3F: 3 clusters Score -859611 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -859751.812500 Penalty: 4494.672852
	Iteration 4Q: 3 clusters Score -859751.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -859852.812500 Penalty: 4494.672852
	Iteration 5Q: 3 clusters Score -859852.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -859933.562500 Penalty: 4494.672852
	Iteration 6Q: 3 clusters Score -859933.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -860028.625000 Penalty: 4494.672852
	Iteration 7Q: 3 clusters Score -860028.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -860113.875000 Penalty: 4494.672852
	Iteration 8Q: 3 clusters Score -860113.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -860212.687500 Penalty: 4494.672852
	Iteration 9Q: 3 clusters Score -860212.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -860322.812500 Penalty: 4494.672852
	Iteration 10Q: 3 clusters Score -860322.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -860442.625000 Penalty: 4494.672852
	Iteration 11Q: 3 clusters Score -860442.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -860587.000000 Penalty: 4494.672852
	Iteration 12Q: 3 clusters Score -860587 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -860755.312500 Penalty: 4494.672852
	Iteration 13Q: 3 clusters Score -860755.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -860930.500000 Penalty: 4494.672852
	Iteration 14Q: 3 clusters Score -860930.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -861102.000000 Penalty: 4494.672852
	Iteration 15Q: 3 clusters Score -861102 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -861277.750000 Penalty: 4494.672852
	Iteration 16Q: 3 clusters Score -861277.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -861454.875000 Penalty: 4494.672852
	Iteration 17Q: 3 clusters Score -861454.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -861598.062500 Penalty: 4494.672852
	Iteration 18Q: 3 clusters Score -861598.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -861696.750000 Penalty: 4494.672852
	Iteration 19Q: 3 clusters Score -861696.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -861759.375000 Penalty: 4494.672852
	Iteration 20F: 3 clusters Score -861759.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -861820.312500 Penalty: 4494.672852
	Iteration 21Q: 3 clusters Score -861820.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -861853.375000 Penalty: 4494.672852
	Iteration 22Q: 3 clusters Score -861853.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -861882.625000 Penalty: 4494.672852
	Iteration 23Q: 3 clusters Score -861882.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -861906.937500 Penalty: 4494.672852
	Iteration 24Q: 3 clusters Score -861906.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -861922.187500 Penalty: 4494.672852
	Iteration 25Q: 3 clusters Score -861922.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -861938.062500 Penalty: 4494.672852
	Iteration 26Q: 3 clusters Score -861938.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -861951.937500 Penalty: 4494.672852
	Iteration 27Q: 3 clusters Score -861951.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -861960.187500 Penalty: 4494.672852
	Iteration 28Q: 3 clusters Score -861960.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -861971.062500 Penalty: 4494.672852
	Iteration 29Q: 3 clusters Score -861971.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -861977.750000 Penalty: 4494.672852
	Iteration 30Q: 3 clusters Score -861977.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -861984.687500 Penalty: 4494.672852
	Iteration 31Q: 3 clusters Score -861984.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -861988.062500 Penalty: 4494.672852
	Iteration 32Q: 3 clusters Score -861988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -861990.562500 Penalty: 4494.672852
	Iteration 33Q: 3 clusters Score -861990.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -861993.250000 Penalty: 4494.672852
	Iteration 34Q: 3 clusters Score -861993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -861995.625000 Penalty: 4494.672852
	Iteration 35Q: 3 clusters Score -861995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -861997.937500 Penalty: 4494.672852
	Iteration 36Q: 3 clusters Score -861997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -862003.250000 Penalty: 4494.672852
	Iteration 37Q: 3 clusters Score -862003.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -862002.812500 Penalty: 4494.672852
	Iteration 38Q: 3 clusters Score -862002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -862005.562500 Penalty: 4494.672852
	Iteration 39Q: 3 clusters Score -862005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -862005.250000 Penalty: 4494.672852
	Iteration 40F: 3 clusters Score -862005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -862007.000000 Penalty: 4494.672852
	Iteration 41Q: 3 clusters Score -862007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -862007.562500 Penalty: 4494.672852
	Iteration 42Q: 3 clusters Score -862007.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -862007.562500 Penalty: 4494.672852
	Iteration 43F: 3 clusters Score -862007.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Entering Unmasked Estep 
Score: -908687.312500 Penalty: 2269.872314
	Iteration 0F: 2 clusters Score -908687.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -901405.687500 Penalty: 4539.744629
	Iteration 0F: 3 clusters Score -901405.7 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -903562.625000 Penalty: 4539.744629
	Iteration 1F: 3 clusters Score -903562.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -903970.187500 Penalty: 4539.744629
	Iteration 2F: 3 clusters Score -903970.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -904317.875000 Penalty: 4539.744629
	Iteration 3F: 3 clusters Score -904317.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -904591.437500 Penalty: 4539.744629
	Iteration 4F: 3 clusters Score -904591.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -904808.062500 Penalty: 4539.744629
	Iteration 5Q: 3 clusters Score -904808.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -904994.750000 Penalty: 4539.744629
	Iteration 6Q: 3 clusters Score -904994.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -905183.062500 Penalty: 4539.744629
	Iteration 7Q: 3 clusters Score -905183.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -905350.562500 Penalty: 4539.744629
	Iteration 8Q: 3 clusters Score -905350.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -905513.312500 Penalty: 4539.744629
	Iteration 9Q: 3 clusters Score -905513.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -905689.375000 Penalty: 4539.744629
	Iteration 10Q: 3 clusters Score -905689.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -905855.812500 Penalty: 4539.744629
	Iteration 11Q: 3 clusters Score -905855.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -905997.937500 Penalty: 4539.744629
	Iteration 12Q: 3 clusters Score -905997.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -906146.500000 Penalty: 4539.744629
	Iteration 13Q: 3 clusters Score -906146.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -906256.062500 Penalty: 4539.744629
	Iteration 14Q: 3 clusters Score -906256.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -906335.437500 Penalty: 4539.744629
	Iteration 15Q: 3 clusters Score -906335.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -906423.687500 Penalty: 4539.744629
	Iteration 16Q: 3 clusters Score -906423.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -906495.812500 Penalty: 4539.744629
	Iteration 17Q: 3 clusters Score -906495.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -906548.625000 Penalty: 4539.744629
	Iteration 18Q: 3 clusters Score -906548.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -906584.875000 Penalty: 4539.744629
	Iteration 19Q: 3 clusters Score -906584.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -906606.937500 Penalty: 4539.744629
	Iteration 20F: 3 clusters Score -906606.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -906632.375000 Penalty: 4539.744629
	Iteration 21Q: 3 clusters Score -906632.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -906659.687500 Penalty: 4539.744629
	Iteration 22Q: 3 clusters Score -906659.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -906683.312500 Penalty: 4539.744629
	Iteration 23Q: 3 clusters Score -906683.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -906704.500000 Penalty: 4539.744629
	Iteration 24Q: 3 clusters Score -906704.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -906717.875000 Penalty: 4539.744629
	Iteration 25Q: 3 clusters Score -906717.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -906730.250000 Penalty: 4539.744629
	Iteration 26Q: 3 clusters Score -906730.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -906738.062500 Penalty: 4539.744629
	Iteration 27Q: 3 clusters Score -906738.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -906743.000000 Penalty: 4539.744629
	Iteration 28Q: 3 clusters Score -906743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -906747.562500 Penalty: 4539.744629
	Iteration 29Q: 3 clusters Score -906747.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -906753.437500 Penalty: 4539.744629
	Iteration 30Q: 3 clusters Score -906753.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -906756.125000 Penalty: 4539.744629
	Iteration 31Q: 3 clusters Score -906756.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -906756.437500 Penalty: 4539.744629
	Iteration 32Q: 3 clusters Score -906756.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -906763.187500 Penalty: 4539.744629
	Iteration 33Q: 3 clusters Score -906763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -906764.250000 Penalty: 4539.744629
	Iteration 34Q: 3 clusters Score -906764.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -906769.875000 Penalty: 4539.744629
	Iteration 35Q: 3 clusters Score -906769.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -906774.750000 Penalty: 4539.744629
	Iteration 36Q: 3 clusters Score -906774.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -906778.187500 Penalty: 4539.744629
	Iteration 37Q: 3 clusters Score -906778.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -906781.750000 Penalty: 4539.744629
	Iteration 38Q: 3 clusters Score -906781.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -906784.875000 Penalty: 4539.744629
	Iteration 39Q: 3 clusters Score -906784.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -906784.625000 Penalty: 4539.744629
	Iteration 40F: 3 clusters Score -906784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -906787.812500 Penalty: 4539.744629
	Iteration 41Q: 3 clusters Score -906787.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -906790.000000 Penalty: 4539.744629
	Iteration 42Q: 3 clusters Score -906790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -906794.875000 Penalty: 4539.744629
	Iteration 43Q: 3 clusters Score -906794.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -906799.562500 Penalty: 4539.744629
	Iteration 44Q: 3 clusters Score -906799.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -906799.187500 Penalty: 4539.744629
	Iteration 45Q: 3 clusters Score -906799.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -906801.000000 Penalty: 4539.744629
	Iteration 46Q: 3 clusters Score -906801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -906803.312500 Penalty: 4539.744629
	Iteration 47Q: 3 clusters Score -906803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -906802.812500 Penalty: 4539.744629
	Iteration 48Q: 3 clusters Score -906802.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -906804.562500 Penalty: 4539.744629
	Iteration 49Q: 3 clusters Score -906804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -906804.875000 Penalty: 4539.744629
	Iteration 50Q: 3 clusters Score -906804.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -906805.437500 Penalty: 4539.744629
	Iteration 51Q: 3 clusters Score -906805.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -906805.437500 Penalty: 4539.744629
	Iteration 52F: 3 clusters Score -906805.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Entering Unmasked Estep 
Score: -327116.281250 Penalty: 2021.244385
	Iteration 0F: 2 clusters Score -327116.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -323500.250000 Penalty: 4042.488770
	Iteration 0F: 3 clusters Score -323500.2 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -324319.031250 Penalty: 4042.488770
	Iteration 1F: 3 clusters Score -324319 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -324548.312500 Penalty: 4042.488770
	Iteration 2F: 3 clusters Score -324548.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -324712.843750 Penalty: 4042.488770
	Iteration 3F: 3 clusters Score -324712.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -324815.625000 Penalty: 4042.488770
	Iteration 4Q: 3 clusters Score -324815.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -324895.906250 Penalty: 4042.488770
	Iteration 5Q: 3 clusters Score -324895.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -324959.031250 Penalty: 4042.488770
	Iteration 6Q: 3 clusters Score -324959 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -325020.500000 Penalty: 4042.488770
	Iteration 7Q: 3 clusters Score -325020.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -325068.406250 Penalty: 4042.488770
	Iteration 8Q: 3 clusters Score -325068.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -325118.062500 Penalty: 4042.488770
	Iteration 9Q: 3 clusters Score -325118.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -325166.500000 Penalty: 4042.488770
	Iteration 10Q: 3 clusters Score -325166.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -325214.125000 Penalty: 4042.488770
	Iteration 11Q: 3 clusters Score -325214.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -325266.062500 Penalty: 4042.488770
	Iteration 12Q: 3 clusters Score -325266.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -325329.593750 Penalty: 4042.488770
	Iteration 13Q: 3 clusters Score -325329.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -325393.500000 Penalty: 4042.488770
	Iteration 14Q: 3 clusters Score -325393.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -325449.531250 Penalty: 4042.488770
	Iteration 15Q: 3 clusters Score -325449.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -325491.656250 Penalty: 4042.488770
	Iteration 16Q: 3 clusters Score -325491.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -325543.687500 Penalty: 4042.488770
	Iteration 17Q: 3 clusters Score -325543.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -325598.031250 Penalty: 4042.488770
	Iteration 18Q: 3 clusters Score -325598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -325650.750000 Penalty: 4042.488770
	Iteration 19Q: 3 clusters Score -325650.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -325684.875000 Penalty: 4042.488770
	Iteration 20F: 3 clusters Score -325684.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -325720.656250 Penalty: 4042.488770
	Iteration 21Q: 3 clusters Score -325720.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -325762.125000 Penalty: 4042.488770
	Iteration 22Q: 3 clusters Score -325762.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -325799.000000 Penalty: 4042.488770
	Iteration 23Q: 3 clusters Score -325799 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -325833.437500 Penalty: 4042.488770
	Iteration 24Q: 3 clusters Score -325833.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -325869.218750 Penalty: 4042.488770
	Iteration 25Q: 3 clusters Score -325869.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -325909.093750 Penalty: 4042.488770
	Iteration 26Q: 3 clusters Score -325909.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -325944.437500 Penalty: 4042.488770
	Iteration 27Q: 3 clusters Score -325944.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -325966.218750 Penalty: 4042.488770
	Iteration 28Q: 3 clusters Score -325966.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -325987.718750 Penalty: 4042.488770
	Iteration 29Q: 3 clusters Score -325987.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -326006.937500 Penalty: 4042.488770
	Iteration 30Q: 3 clusters Score -326006.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -326020.593750 Penalty: 4042.488770
	Iteration 31Q: 3 clusters Score -326020.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -326032.437500 Penalty: 4042.488770
	Iteration 32Q: 3 clusters Score -326032.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -326042.312500 Penalty: 4042.488770
	Iteration 33Q: 3 clusters Score -326042.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -326053.250000 Penalty: 4042.488770
	Iteration 34Q: 3 clusters Score -326053.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -326062.875000 Penalty: 4042.488770
	Iteration 35Q: 3 clusters Score -326062.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -326075.343750 Penalty: 4042.488770
	Iteration 36Q: 3 clusters Score -326075.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -326090.406250 Penalty: 4042.488770
	Iteration 37Q: 3 clusters Score -326090.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -326105.625000 Penalty: 4042.488770
	Iteration 38Q: 3 clusters Score -326105.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -326122.750000 Penalty: 4042.488770
	Iteration 39Q: 3 clusters Score -326122.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -326140.187500 Penalty: 4042.488770
	Iteration 40F: 3 clusters Score -326140.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -326147.500000 Penalty: 4042.488770
	Iteration 41Q: 3 clusters Score -326147.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -326152.343750 Penalty: 4042.488770
	Iteration 42Q: 3 clusters Score -326152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -326151.750000 Penalty: 4042.488770
	Iteration 43Q: 3 clusters Score -326151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -326154.375000 Penalty: 4042.488770
	Iteration 44Q: 3 clusters Score -326154.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -326154.375000 Penalty: 4042.488770
	Iteration 45F: 3 clusters Score -326154.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Entering Unmasked Estep 
Score: -425834.375000 Penalty: 2115.516113
	Iteration 0F: 2 clusters Score -425834.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -421385.968750 Penalty: 4231.032227
	Iteration 0F: 3 clusters Score -421386 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -422904.750000 Penalty: 4231.032227
	Iteration 1F: 3 clusters Score -422904.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -423345.093750 Penalty: 4231.032227
	Iteration 2F: 3 clusters Score -423345.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -423627.875000 Penalty: 4231.032227
	Iteration 3F: 3 clusters Score -423627.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -423804.031250 Penalty: 4231.032227
	Iteration 4F: 3 clusters Score -423804 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -423935.781250 Penalty: 4231.032227
	Iteration 5Q: 3 clusters Score -423935.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -424044.937500 Penalty: 4231.032227
	Iteration 6Q: 3 clusters Score -424044.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -424125.375000 Penalty: 4231.032227
	Iteration 7Q: 3 clusters Score -424125.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -424178.718750 Penalty: 4231.032227
	Iteration 8Q: 3 clusters Score -424178.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -424234.687500 Penalty: 4231.032227
	Iteration 9Q: 3 clusters Score -424234.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -424293.562500 Penalty: 4231.032227
	Iteration 10Q: 3 clusters Score -424293.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -424342.718750 Penalty: 4231.032227
	Iteration 11Q: 3 clusters Score -424342.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -424371.812500 Penalty: 4231.032227
	Iteration 12Q: 3 clusters Score -424371.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -424395.812500 Penalty: 4231.032227
	Iteration 13Q: 3 clusters Score -424395.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -424419.687500 Penalty: 4231.032227
	Iteration 14Q: 3 clusters Score -424419.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -424441.031250 Penalty: 4231.032227
	Iteration 15Q: 3 clusters Score -424441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -424458.000000 Penalty: 4231.032227
	Iteration 16Q: 3 clusters Score -424458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -424476.312500 Penalty: 4231.032227
	Iteration 17Q: 3 clusters Score -424476.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -424496.968750 Penalty: 4231.032227
	Iteration 18Q: 3 clusters Score -424497 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -424512.250000 Penalty: 4231.032227
	Iteration 19Q: 3 clusters Score -424512.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -424523.781250 Penalty: 4231.032227
	Iteration 20F: 3 clusters Score -424523.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -424532.281250 Penalty: 4231.032227
	Iteration 21Q: 3 clusters Score -424532.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -424544.031250 Penalty: 4231.032227
	Iteration 22Q: 3 clusters Score -424544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -424552.968750 Penalty: 4231.032227
	Iteration 23Q: 3 clusters Score -424553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -424562.906250 Penalty: 4231.032227
	Iteration 24Q: 3 clusters Score -424562.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -424574.437500 Penalty: 4231.032227
	Iteration 25Q: 3 clusters Score -424574.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -424583.718750 Penalty: 4231.032227
	Iteration 26Q: 3 clusters Score -424583.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -424592.062500 Penalty: 4231.032227
	Iteration 27Q: 3 clusters Score -424592.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -424605.468750 Penalty: 4231.032227
	Iteration 28Q: 3 clusters Score -424605.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -424616.218750 Penalty: 4231.032227
	Iteration 29Q: 3 clusters Score -424616.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -424622.218750 Penalty: 4231.032227
	Iteration 30Q: 3 clusters Score -424622.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -424630.156250 Penalty: 4231.032227
	Iteration 31Q: 3 clusters Score -424630.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -424633.062500 Penalty: 4231.032227
	Iteration 32Q: 3 clusters Score -424633.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -424637.500000 Penalty: 4231.032227
	Iteration 33Q: 3 clusters Score -424637.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -424641.437500 Penalty: 4231.032227
	Iteration 34Q: 3 clusters Score -424641.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -424645.125000 Penalty: 4231.032227
	Iteration 35Q: 3 clusters Score -424645.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -424650.781250 Penalty: 4231.032227
	Iteration 36Q: 3 clusters Score -424650.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -424659.375000 Penalty: 4231.032227
	Iteration 37Q: 3 clusters Score -424659.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -424671.656250 Penalty: 4231.032227
	Iteration 38Q: 3 clusters Score -424671.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -424686.031250 Penalty: 4231.032227
	Iteration 39Q: 3 clusters Score -424686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -424698.031250 Penalty: 4231.032227
	Iteration 40F: 3 clusters Score -424698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -424711.000000 Penalty: 4231.032227
	Iteration 41Q: 3 clusters Score -424711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -424725.937500 Penalty: 4231.032227
	Iteration 42Q: 3 clusters Score -424725.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -424737.812500 Penalty: 4231.032227
	Iteration 43Q: 3 clusters Score -424737.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -424750.468750 Penalty: 4231.032227
	Iteration 44Q: 3 clusters Score -424750.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -424760.343750 Penalty: 4231.032227
	Iteration 45Q: 3 clusters Score -424760.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -424767.000000 Penalty: 4231.032227
	Iteration 46Q: 3 clusters Score -424767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -424774.968750 Penalty: 4231.032227
	Iteration 47Q: 3 clusters Score -424775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -424784.531250 Penalty: 4231.032227
	Iteration 48Q: 3 clusters Score -424784.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -424789.562500 Penalty: 4231.032227
	Iteration 49Q: 3 clusters Score -424789.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -424792.812500 Penalty: 4231.032227
	Iteration 50Q: 3 clusters Score -424792.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -424796.187500 Penalty: 4231.032227
	Iteration 51Q: 3 clusters Score -424796.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -424798.656250 Penalty: 4231.032227
	Iteration 52Q: 3 clusters Score -424798.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -424803.031250 Penalty: 4231.032227
	Iteration 53Q: 3 clusters Score -424803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -424809.937500 Penalty: 4231.032227
	Iteration 54Q: 3 clusters Score -424809.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -424818.312500 Penalty: 4231.032227
	Iteration 55Q: 3 clusters Score -424818.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -424826.062500 Penalty: 4231.032227
	Iteration 56Q: 3 clusters Score -424826.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -424838.968750 Penalty: 4231.032227
	Iteration 57Q: 3 clusters Score -424839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -424853.031250 Penalty: 4231.032227
	Iteration 58Q: 3 clusters Score -424853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -424866.718750 Penalty: 4231.032227
	Iteration 59Q: 3 clusters Score -424866.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -424879.593750 Penalty: 4231.032227
	Iteration 60F: 3 clusters Score -424879.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -424894.593750 Penalty: 4231.032227
	Iteration 61Q: 3 clusters Score -424894.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -424910.750000 Penalty: 4231.032227
	Iteration 62Q: 3 clusters Score -424910.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -424925.687500 Penalty: 4231.032227
	Iteration 63Q: 3 clusters Score -424925.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -424939.812500 Penalty: 4231.032227
	Iteration 64Q: 3 clusters Score -424939.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -424952.625000 Penalty: 4231.032227
	Iteration 65Q: 3 clusters Score -424952.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -424962.281250 Penalty: 4231.032227
	Iteration 66Q: 3 clusters Score -424962.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -424966.968750 Penalty: 4231.032227
	Iteration 67Q: 3 clusters Score -424967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -424970.687500 Penalty: 4231.032227
	Iteration 68Q: 3 clusters Score -424970.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -424975.781250 Penalty: 4231.032227
	Iteration 69Q: 3 clusters Score -424975.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -424979.656250 Penalty: 4231.032227
	Iteration 70Q: 3 clusters Score -424979.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -424986.406250 Penalty: 4231.032227
	Iteration 71Q: 3 clusters Score -424986.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -424990.875000 Penalty: 4231.032227
	Iteration 72Q: 3 clusters Score -424990.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -424995.562500 Penalty: 4231.032227
	Iteration 73Q: 3 clusters Score -424995.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -424999.031250 Penalty: 4231.032227
	Iteration 74Q: 3 clusters Score -424999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -425004.437500 Penalty: 4231.032227
	Iteration 75Q: 3 clusters Score -425004.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -425010.781250 Penalty: 4231.032227
	Iteration 76Q: 3 clusters Score -425010.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -425019.687500 Penalty: 4231.032227
	Iteration 77Q: 3 clusters Score -425019.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -425023.437500 Penalty: 4231.032227
	Iteration 78Q: 3 clusters Score -425023.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -425026.718750 Penalty: 4231.032227
	Iteration 79Q: 3 clusters Score -425026.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -425027.625000 Penalty: 4231.032227
	Iteration 80F: 3 clusters Score -425027.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -425027.906250 Penalty: 4231.032227
	Iteration 81Q: 3 clusters Score -425027.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -425028.562500 Penalty: 4231.032227
	Iteration 82Q: 3 clusters Score -425028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -425028.562500 Penalty: 4231.032227
	Iteration 83F: 3 clusters Score -425028.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Entering Unmasked Estep 
Score: -6215315.500000 Penalty: 2735.702881
	Iteration 0F: 2 clusters Score -6215316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -6173696.000000 Penalty: 5471.405762
	Iteration 0F: 3 clusters Score -6173696 nChanged 28744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -6190126.500000 Penalty: 5471.405762
	Iteration 1F: 3 clusters Score -6190126 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -6190890.000000 Penalty: 5471.405762
	Iteration 2Q: 3 clusters Score -6190890 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -6191931.500000 Penalty: 5471.405762
	Iteration 3Q: 3 clusters Score -6191932 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -6193489.000000 Penalty: 5471.405762
	Iteration 4F: 3 clusters Score -6193489 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -6196084.500000 Penalty: 5471.405762
	Iteration 5F: 3 clusters Score -6196084 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -6200025.000000 Penalty: 5471.405762
	Iteration 6F: 3 clusters Score -6200025 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -6204708.500000 Penalty: 5471.405762
	Iteration 7F: 3 clusters Score -6204708 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -6208886.000000 Penalty: 5471.405762
	Iteration 8F: 3 clusters Score -6208886 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -6211446.500000 Penalty: 5471.405762
	Iteration 9Q: 3 clusters Score -6211446 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -6212732.000000 Penalty: 5471.405762
	Iteration 10Q: 3 clusters Score -6212732 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -6213268.000000 Penalty: 5471.405762
	Iteration 11Q: 3 clusters Score -6213268 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -6213452.000000 Penalty: 5471.405762
	Iteration 12Q: 3 clusters Score -6213452 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -6213560.000000 Penalty: 5471.405762
	Iteration 13Q: 3 clusters Score -6213560 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -6213616.000000 Penalty: 5471.405762
	Iteration 14Q: 3 clusters Score -6213616 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -6213656.500000 Penalty: 5471.405762
	Iteration 15Q: 3 clusters Score -6213656 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57492 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -6213699.000000 Penalty: 5471.405762
	Iteration 16Q: 3 clusters Score -6213699 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -6213738.000000 Penalty: 5471.405762
	Iteration 17Q: 3 clusters Score -6213738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -6213747.500000 Penalty: 5471.405762
	Iteration 18Q: 3 clusters Score -6213748 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -6213758.000000 Penalty: 5471.405762
	Iteration 19Q: 3 clusters Score -6213758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -6213761.500000 Penalty: 5471.405762
	Iteration 20F: 3 clusters Score -6213762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -6213762.000000 Penalty: 5471.405762
	Iteration 21Q: 3 clusters Score -6213762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -6213758.500000 Penalty: 5471.405762
	Iteration 22Q: 3 clusters Score -6213758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -6213766.000000 Penalty: 5471.405762
	Iteration 23Q: 3 clusters Score -6213766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -6213773.500000 Penalty: 5471.405762
	Iteration 24Q: 3 clusters Score -6213774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -6213785.000000 Penalty: 5471.405762
	Iteration 25Q: 3 clusters Score -6213785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57948 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -6213784.000000 Penalty: 5471.405762
	Iteration 26Q: 3 clusters Score -6213784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -6213778.500000 Penalty: 5471.405762
	Iteration 27Q: 3 clusters Score -6213778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -6213780.000000 Penalty: 5471.405762
	Iteration 28Q: 3 clusters Score -6213780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -6213779.000000 Penalty: 5471.405762
	Iteration 29Q: 3 clusters Score -6213779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6213783.000000 Penalty: 5471.405762
	Iteration 30Q: 3 clusters Score -6213783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -6213792.500000 Penalty: 5471.405762
	Iteration 31Q: 3 clusters Score -6213792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -6213794.000000 Penalty: 5471.405762
	Iteration 32Q: 3 clusters Score -6213794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -6213800.000000 Penalty: 5471.405762
	Iteration 33Q: 3 clusters Score -6213800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -6213802.000000 Penalty: 5471.405762
	Iteration 34Q: 3 clusters Score -6213802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -6213805.000000 Penalty: 5471.405762
	Iteration 35Q: 3 clusters Score -6213805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -6213805.000000 Penalty: 5471.405762
	Iteration 36Q: 3 clusters Score -6213805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -6213806.500000 Penalty: 5471.405762
	Iteration 37Q: 3 clusters Score -6213806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -6213797.500000 Penalty: 5471.405762
	Iteration 38Q: 3 clusters Score -6213798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -6213805.000000 Penalty: 5471.405762
	Iteration 39Q: 3 clusters Score -6213805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -6213796.500000 Penalty: 5471.405762
	Iteration 40F: 3 clusters Score -6213796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -6213806.000000 Penalty: 5471.405762
	Iteration 41Q: 3 clusters Score -6213806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -6213794.500000 Penalty: 5471.405762
	Iteration 42Q: 3 clusters Score -6213794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -6213801.000000 Penalty: 5471.405762
	Iteration 43Q: 3 clusters Score -6213801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -6213807.500000 Penalty: 5471.405762
	Iteration 44Q: 3 clusters Score -6213808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -6213817.500000 Penalty: 5471.405762
	Iteration 45Q: 3 clusters Score -6213818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -6213809.500000 Penalty: 5471.405762
	Iteration 46Q: 3 clusters Score -6213810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -6213819.500000 Penalty: 5471.405762
	Iteration 47Q: 3 clusters Score -6213820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -6213821.000000 Penalty: 5471.405762
	Iteration 48Q: 3 clusters Score -6213821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -6213826.000000 Penalty: 5471.405762
	Iteration 49Q: 3 clusters Score -6213826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -6213835.500000 Penalty: 5471.405762
	Iteration 50Q: 3 clusters Score -6213836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -6213828.500000 Penalty: 5471.405762
	Iteration 51Q: 3 clusters Score -6213828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -6213836.500000 Penalty: 5471.405762
	Iteration 52Q: 3 clusters Score -6213836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -6213842.500000 Penalty: 5471.405762
	Iteration 53Q: 3 clusters Score -6213842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -6213838.000000 Penalty: 5471.405762
	Iteration 54Q: 3 clusters Score -6213838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -6213840.500000 Penalty: 5471.405762
	Iteration 55Q: 3 clusters Score -6213840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -6213848.000000 Penalty: 5471.405762
	Iteration 56Q: 3 clusters Score -6213848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -6213848.000000 Penalty: 5471.405762
	Iteration 57Q: 3 clusters Score -6213848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -6213847.000000 Penalty: 5471.405762
	Iteration 58Q: 3 clusters Score -6213847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -6213851.500000 Penalty: 5471.405762
	Iteration 59Q: 3 clusters Score -6213852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -6213848.500000 Penalty: 5471.405762
	Iteration 60F: 3 clusters Score -6213848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6213849.500000 Penalty: 5471.405762
	Iteration 61Q: 3 clusters Score -6213850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -6213846.000000 Penalty: 5471.405762
	Iteration 62Q: 3 clusters Score -6213846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -6213850.000000 Penalty: 5471.405762
	Iteration 63Q: 3 clusters Score -6213850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -6213858.000000 Penalty: 5471.405762
	Iteration 64Q: 3 clusters Score -6213858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -6213860.000000 Penalty: 5471.405762
	Iteration 65Q: 3 clusters Score -6213860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -6213866.500000 Penalty: 5471.405762
	Iteration 66Q: 3 clusters Score -6213866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6213869.500000 Penalty: 5471.405762
	Iteration 67Q: 3 clusters Score -6213870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -6213868.500000 Penalty: 5471.405762
	Iteration 68Q: 3 clusters Score -6213868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -6213865.000000 Penalty: 5471.405762
	Iteration 69Q: 3 clusters Score -6213865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -6213860.000000 Penalty: 5471.405762
	Iteration 70Q: 3 clusters Score -6213860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -6213860.000000 Penalty: 5471.405762
	Iteration 71Q: 3 clusters Score -6213860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -6213864.500000 Penalty: 5471.405762
	Iteration 72Q: 3 clusters Score -6213864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -6213864.500000 Penalty: 5471.405762
	Iteration 73F: 3 clusters Score -6213864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -162757.109375 Penalty: 1845.010742
	Iteration 0F: 2 clusters Score -162757.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -160361.000000 Penalty: 3690.021484
	Iteration 0F: 3 clusters Score -160361 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -160840.171875 Penalty: 3690.021484
	Iteration 1F: 3 clusters Score -160840.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -161014.500000 Penalty: 3690.021484
	Iteration 2F: 3 clusters Score -161014.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -161183.875000 Penalty: 3690.021484
	Iteration 3F: 3 clusters Score -161183.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -161319.796875 Penalty: 3690.021484
	Iteration 4F: 3 clusters Score -161319.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -161431.828125 Penalty: 3690.021484
	Iteration 5Q: 3 clusters Score -161431.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -161509.468750 Penalty: 3690.021484
	Iteration 6Q: 3 clusters Score -161509.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -161547.875000 Penalty: 3690.021484
	Iteration 7Q: 3 clusters Score -161547.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -161563.625000 Penalty: 3690.021484
	Iteration 8Q: 3 clusters Score -161563.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -161578.062500 Penalty: 3690.021484
	Iteration 9Q: 3 clusters Score -161578.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -161598.187500 Penalty: 3690.021484
	Iteration 10Q: 3 clusters Score -161598.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -161608.359375 Penalty: 3690.021484
	Iteration 11Q: 3 clusters Score -161608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -161614.562500 Penalty: 3690.021484
	Iteration 12Q: 3 clusters Score -161614.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -161617.734375 Penalty: 3690.021484
	Iteration 13Q: 3 clusters Score -161617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -161617.734375 Penalty: 3690.021484
	Iteration 14F: 3 clusters Score -161617.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Entering Unmasked Estep 
Score: -3476110.250000 Penalty: 2599.315674
	Iteration 0F: 2 clusters Score -3476110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3452029.500000 Penalty: 5198.631348
	Iteration 0F: 3 clusters Score -3452030 nChanged 16155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -3460978.000000 Penalty: 5198.631348
	Iteration 1F: 3 clusters Score -3460978 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3461769.750000 Penalty: 5198.631348
	Iteration 2F: 3 clusters Score -3461770 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -3462757.750000 Penalty: 5198.631348
	Iteration 3F: 3 clusters Score -3462758 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3464076.000000 Penalty: 5198.631348
	Iteration 4F: 3 clusters Score -3464076 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3465800.500000 Penalty: 5198.631348
	Iteration 5F: 3 clusters Score -3465800 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -3467833.250000 Penalty: 5198.631348
	Iteration 6F: 3 clusters Score -3467833 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3469854.500000 Penalty: 5198.631348
	Iteration 7F: 3 clusters Score -3469854 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3471570.000000 Penalty: 5198.631348
	Iteration 8F: 3 clusters Score -3471570 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3472810.500000 Penalty: 5198.631348
	Iteration 9Q: 3 clusters Score -3472810 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3473564.000000 Penalty: 5198.631348
	Iteration 10Q: 3 clusters Score -3473564 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -3473916.500000 Penalty: 5198.631348
	Iteration 11Q: 3 clusters Score -3473916 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -3474080.750000 Penalty: 5198.631348
	Iteration 12Q: 3 clusters Score -3474081 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -3474175.750000 Penalty: 5198.631348
	Iteration 13Q: 3 clusters Score -3474176 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3474263.750000 Penalty: 5198.631348
	Iteration 14Q: 3 clusters Score -3474264 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3474330.000000 Penalty: 5198.631348
	Iteration 15Q: 3 clusters Score -3474330 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -3474397.750000 Penalty: 5198.631348
	Iteration 16Q: 3 clusters Score -3474398 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -3474453.000000 Penalty: 5198.631348
	Iteration 17Q: 3 clusters Score -3474453 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -3474499.500000 Penalty: 5198.631348
	Iteration 18Q: 3 clusters Score -3474500 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3474538.500000 Penalty: 5198.631348
	Iteration 19Q: 3 clusters Score -3474538 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3474566.000000 Penalty: 5198.631348
	Iteration 20F: 3 clusters Score -3474566 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -3474585.500000 Penalty: 5198.631348
	Iteration 21Q: 3 clusters Score -3474586 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3474615.750000 Penalty: 5198.631348
	Iteration 22Q: 3 clusters Score -3474616 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3474641.750000 Penalty: 5198.631348
	Iteration 23Q: 3 clusters Score -3474642 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -3474659.000000 Penalty: 5198.631348
	Iteration 24Q: 3 clusters Score -3474659 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3474664.750000 Penalty: 5198.631348
	Iteration 25Q: 3 clusters Score -3474665 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -3474685.500000 Penalty: 5198.631348
	Iteration 26Q: 3 clusters Score -3474686 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -3474687.750000 Penalty: 5198.631348
	Iteration 27Q: 3 clusters Score -3474688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3474687.250000 Penalty: 5198.631348
	Iteration 28Q: 3 clusters Score -3474687 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3474696.750000 Penalty: 5198.631348
	Iteration 29Q: 3 clusters Score -3474697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3474700.250000 Penalty: 5198.631348
	Iteration 30Q: 3 clusters Score -3474700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3474702.500000 Penalty: 5198.631348
	Iteration 31Q: 3 clusters Score -3474702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3474703.000000 Penalty: 5198.631348
	Iteration 32Q: 3 clusters Score -3474703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -3474714.000000 Penalty: 5198.631348
	Iteration 33Q: 3 clusters Score -3474714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3474709.250000 Penalty: 5198.631348
	Iteration 34Q: 3 clusters Score -3474709 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -3474705.000000 Penalty: 5198.631348
	Iteration 35Q: 3 clusters Score -3474705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3474711.000000 Penalty: 5198.631348
	Iteration 36Q: 3 clusters Score -3474711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3474708.750000 Penalty: 5198.631348
	Iteration 37Q: 3 clusters Score -3474709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -3474715.250000 Penalty: 5198.631348
	Iteration 38Q: 3 clusters Score -3474715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3474718.250000 Penalty: 5198.631348
	Iteration 39Q: 3 clusters Score -3474718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3474717.750000 Penalty: 5198.631348
	Iteration 40F: 3 clusters Score -3474718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3474728.250000 Penalty: 5198.631348
	Iteration 41Q: 3 clusters Score -3474728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3474734.250000 Penalty: 5198.631348
	Iteration 42Q: 3 clusters Score -3474734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3474737.500000 Penalty: 5198.631348
	Iteration 43Q: 3 clusters Score -3474738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3474732.250000 Penalty: 5198.631348
	Iteration 44Q: 3 clusters Score -3474732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3474727.250000 Penalty: 5198.631348
	Iteration 45Q: 3 clusters Score -3474727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3474727.750000 Penalty: 5198.631348
	Iteration 46Q: 3 clusters Score -3474728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3474736.250000 Penalty: 5198.631348
	Iteration 47Q: 3 clusters Score -3474736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3474741.250000 Penalty: 5198.631348
	Iteration 48Q: 3 clusters Score -3474741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3474749.250000 Penalty: 5198.631348
	Iteration 49Q: 3 clusters Score -3474749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3474736.750000 Penalty: 5198.631348
	Iteration 50Q: 3 clusters Score -3474737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3474738.750000 Penalty: 5198.631348
	Iteration 51Q: 3 clusters Score -3474739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3474742.500000 Penalty: 5198.631348
	Iteration 52Q: 3 clusters Score -3474742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3474740.000000 Penalty: 5198.631348
	Iteration 53Q: 3 clusters Score -3474740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3474740.750000 Penalty: 5198.631348
	Iteration 54Q: 3 clusters Score -3474741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3474738.250000 Penalty: 5198.631348
	Iteration 55Q: 3 clusters Score -3474738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3474739.500000 Penalty: 5198.631348
	Iteration 56Q: 3 clusters Score -3474740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -3474745.500000 Penalty: 5198.631348
	Iteration 57Q: 3 clusters Score -3474746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3474748.250000 Penalty: 5198.631348
	Iteration 58Q: 3 clusters Score -3474748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3474743.500000 Penalty: 5198.631348
	Iteration 59Q: 3 clusters Score -3474744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3474744.250000 Penalty: 5198.631348
	Iteration 60F: 3 clusters Score -3474744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -3474740.500000 Penalty: 5198.631348
	Iteration 61Q: 3 clusters Score -3474740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3474737.250000 Penalty: 5198.631348
	Iteration 62Q: 3 clusters Score -3474737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3474737.500000 Penalty: 5198.631348
	Iteration 63Q: 3 clusters Score -3474738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3474744.750000 Penalty: 5198.631348
	Iteration 64Q: 3 clusters Score -3474745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -3474747.500000 Penalty: 5198.631348
	Iteration 65Q: 3 clusters Score -3474748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3474751.250000 Penalty: 5198.631348
	Iteration 66Q: 3 clusters Score -3474751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3474754.250000 Penalty: 5198.631348
	Iteration 67Q: 3 clusters Score -3474754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3474758.250000 Penalty: 5198.631348
	Iteration 68Q: 3 clusters Score -3474758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -3474763.250000 Penalty: 5198.631348
	Iteration 69Q: 3 clusters Score -3474763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -3474757.250000 Penalty: 5198.631348
	Iteration 70Q: 3 clusters Score -3474757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -3474753.750000 Penalty: 5198.631348
	Iteration 71Q: 3 clusters Score -3474754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -3474753.500000 Penalty: 5198.631348
	Iteration 72Q: 3 clusters Score -3474754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3474753.250000 Penalty: 5198.631348
	Iteration 73Q: 3 clusters Score -3474753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3474762.500000 Penalty: 5198.631348
	Iteration 74Q: 3 clusters Score -3474762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -3474751.250000 Penalty: 5198.631348
	Iteration 75Q: 3 clusters Score -3474751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -3474753.500000 Penalty: 5198.631348
	Iteration 76Q: 3 clusters Score -3474754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3474753.250000 Penalty: 5198.631348
	Iteration 77Q: 3 clusters Score -3474753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3474752.750000 Penalty: 5198.631348
	Iteration 78Q: 3 clusters Score -3474753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3474753.000000 Penalty: 5198.631348
	Iteration 79Q: 3 clusters Score -3474753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3474758.750000 Penalty: 5198.631348
	Iteration 80F: 3 clusters Score -3474759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -3474758.750000 Penalty: 5198.631348
	Iteration 81Q: 3 clusters Score -3474759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3474754.750000 Penalty: 5198.631348
	Iteration 82Q: 3 clusters Score -3474755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3474755.250000 Penalty: 5198.631348
	Iteration 83Q: 3 clusters Score -3474755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3474755.000000 Penalty: 5198.631348
	Iteration 84Q: 3 clusters Score -3474755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3474764.000000 Penalty: 5198.631348
	Iteration 85Q: 3 clusters Score -3474764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3474763.000000 Penalty: 5198.631348
	Iteration 86Q: 3 clusters Score -3474763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3474767.250000 Penalty: 5198.631348
	Iteration 87Q: 3 clusters Score -3474767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3474766.250000 Penalty: 5198.631348
	Iteration 88Q: 3 clusters Score -3474766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3474766.250000 Penalty: 5198.631348
	Iteration 89F: 3 clusters Score -3474766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Entering Unmasked Estep 
Score: -1677026.375000 Penalty: 2406.061279
	Iteration 0F: 2 clusters Score -1677026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1665193.500000 Penalty: 4812.122559
	Iteration 0F: 3 clusters Score -1665194 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1669065.625000 Penalty: 4812.122559
	Iteration 1F: 3 clusters Score -1669066 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1669381.500000 Penalty: 4812.122559
	Iteration 2F: 3 clusters Score -1669382 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1669611.125000 Penalty: 4812.122559
	Iteration 3Q: 3 clusters Score -1669611 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1669789.375000 Penalty: 4812.122559
	Iteration 4Q: 3 clusters Score -1669789 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1669936.500000 Penalty: 4812.122559
	Iteration 5Q: 3 clusters Score -1669936 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1670082.500000 Penalty: 4812.122559
	Iteration 6Q: 3 clusters Score -1670082 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1670252.625000 Penalty: 4812.122559
	Iteration 7Q: 3 clusters Score -1670253 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1670428.625000 Penalty: 4812.122559
	Iteration 8Q: 3 clusters Score -1670429 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1670622.250000 Penalty: 4812.122559
	Iteration 9Q: 3 clusters Score -1670622 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1670874.750000 Penalty: 4812.122559
	Iteration 10Q: 3 clusters Score -1670875 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1671248.625000 Penalty: 4812.122559
	Iteration 11Q: 3 clusters Score -1671249 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1671735.750000 Penalty: 4812.122559
	Iteration 12Q: 3 clusters Score -1671736 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1672340.875000 Penalty: 4812.122559
	Iteration 13F: 3 clusters Score -1672341 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1673019.250000 Penalty: 4812.122559
	Iteration 14F: 3 clusters Score -1673019 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1673683.500000 Penalty: 4812.122559
	Iteration 15Q: 3 clusters Score -1673684 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1674195.375000 Penalty: 4812.122559
	Iteration 16Q: 3 clusters Score -1674195 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1674495.250000 Penalty: 4812.122559
	Iteration 17Q: 3 clusters Score -1674495 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1674686.875000 Penalty: 4812.122559
	Iteration 18Q: 3 clusters Score -1674687 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1674821.875000 Penalty: 4812.122559
	Iteration 19Q: 3 clusters Score -1674822 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1674913.000000 Penalty: 4812.122559
	Iteration 20F: 3 clusters Score -1674913 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1674964.375000 Penalty: 4812.122559
	Iteration 21Q: 3 clusters Score -1674964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1675004.125000 Penalty: 4812.122559
	Iteration 22Q: 3 clusters Score -1675004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1675028.500000 Penalty: 4812.122559
	Iteration 23Q: 3 clusters Score -1675028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1675054.000000 Penalty: 4812.122559
	Iteration 24Q: 3 clusters Score -1675054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1675059.125000 Penalty: 4812.122559
	Iteration 25Q: 3 clusters Score -1675059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1675067.500000 Penalty: 4812.122559
	Iteration 26Q: 3 clusters Score -1675068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1675077.875000 Penalty: 4812.122559
	Iteration 27Q: 3 clusters Score -1675078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1675081.625000 Penalty: 4812.122559
	Iteration 28Q: 3 clusters Score -1675082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1675084.875000 Penalty: 4812.122559
	Iteration 29Q: 3 clusters Score -1675085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1675085.375000 Penalty: 4812.122559
	Iteration 30Q: 3 clusters Score -1675085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1675085.000000 Penalty: 4812.122559
	Iteration 31Q: 3 clusters Score -1675085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1675085.000000 Penalty: 4812.122559
	Iteration 32F: 3 clusters Score -1675085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Entering Unmasked Estep 
Score: -3322858.250000 Penalty: 2603.976074
	Iteration 0F: 2 clusters Score -3322858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -3298229.000000 Penalty: 5207.952148
	Iteration 0F: 3 clusters Score -3298229 nChanged 16505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3307498.750000 Penalty: 5207.952148
	Iteration 1F: 3 clusters Score -3307499 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -3308174.750000 Penalty: 5207.952148
	Iteration 2F: 3 clusters Score -3308175 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3308813.250000 Penalty: 5207.952148
	Iteration 3Q: 3 clusters Score -3308813 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3309453.000000 Penalty: 5207.952148
	Iteration 4Q: 3 clusters Score -3309453 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3310096.000000 Penalty: 5207.952148
	Iteration 5Q: 3 clusters Score -3310096 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3310844.750000 Penalty: 5207.952148
	Iteration 6Q: 3 clusters Score -3310845 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3311821.000000 Penalty: 5207.952148
	Iteration 7Q: 3 clusters Score -3311821 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3313097.500000 Penalty: 5207.952148
	Iteration 8F: 3 clusters Score -3313098 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3314602.500000 Penalty: 5207.952148
	Iteration 9F: 3 clusters Score -3314602 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3316365.500000 Penalty: 5207.952148
	Iteration 10F: 3 clusters Score -3316366 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3317823.750000 Penalty: 5207.952148
	Iteration 11Q: 3 clusters Score -3317824 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3318702.500000 Penalty: 5207.952148
	Iteration 12Q: 3 clusters Score -3318702 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3319166.000000 Penalty: 5207.952148
	Iteration 13Q: 3 clusters Score -3319166 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3319479.750000 Penalty: 5207.952148
	Iteration 14Q: 3 clusters Score -3319480 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3319704.500000 Penalty: 5207.952148
	Iteration 15Q: 3 clusters Score -3319704 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3319889.500000 Penalty: 5207.952148
	Iteration 16Q: 3 clusters Score -3319890 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3320034.000000 Penalty: 5207.952148
	Iteration 17Q: 3 clusters Score -3320034 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -3320170.500000 Penalty: 5207.952148
	Iteration 18Q: 3 clusters Score -3320170 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3320300.500000 Penalty: 5207.952148
	Iteration 19Q: 3 clusters Score -3320300 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3320397.750000 Penalty: 5207.952148
	Iteration 20F: 3 clusters Score -3320398 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3320489.000000 Penalty: 5207.952148
	Iteration 21Q: 3 clusters Score -3320489 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3320625.750000 Penalty: 5207.952148
	Iteration 22Q: 3 clusters Score -3320626 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3320747.750000 Penalty: 5207.952148
	Iteration 23Q: 3 clusters Score -3320748 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3320849.500000 Penalty: 5207.952148
	Iteration 24Q: 3 clusters Score -3320850 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3320929.000000 Penalty: 5207.952148
	Iteration 25Q: 3 clusters Score -3320929 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3320994.000000 Penalty: 5207.952148
	Iteration 26Q: 3 clusters Score -3320994 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3321032.500000 Penalty: 5207.952148
	Iteration 27Q: 3 clusters Score -3321032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3321057.500000 Penalty: 5207.952148
	Iteration 28Q: 3 clusters Score -3321058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3321088.750000 Penalty: 5207.952148
	Iteration 29Q: 3 clusters Score -3321089 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3321111.750000 Penalty: 5207.952148
	Iteration 30Q: 3 clusters Score -3321112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3321116.250000 Penalty: 5207.952148
	Iteration 31Q: 3 clusters Score -3321116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3321134.000000 Penalty: 5207.952148
	Iteration 32Q: 3 clusters Score -3321134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3321143.250000 Penalty: 5207.952148
	Iteration 33Q: 3 clusters Score -3321143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3321164.750000 Penalty: 5207.952148
	Iteration 34Q: 3 clusters Score -3321165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3321178.750000 Penalty: 5207.952148
	Iteration 35Q: 3 clusters Score -3321179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3321188.000000 Penalty: 5207.952148
	Iteration 36Q: 3 clusters Score -3321188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3321200.000000 Penalty: 5207.952148
	Iteration 37Q: 3 clusters Score -3321200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3321216.250000 Penalty: 5207.952148
	Iteration 38Q: 3 clusters Score -3321216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3321223.250000 Penalty: 5207.952148
	Iteration 39Q: 3 clusters Score -3321223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3321222.750000 Penalty: 5207.952148
	Iteration 40F: 3 clusters Score -3321223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3321226.500000 Penalty: 5207.952148
	Iteration 41Q: 3 clusters Score -3321226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3321236.750000 Penalty: 5207.952148
	Iteration 42Q: 3 clusters Score -3321237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3321241.000000 Penalty: 5207.952148
	Iteration 43Q: 3 clusters Score -3321241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3321242.500000 Penalty: 5207.952148
	Iteration 44Q: 3 clusters Score -3321242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3321247.500000 Penalty: 5207.952148
	Iteration 45Q: 3 clusters Score -3321248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3321253.000000 Penalty: 5207.952148
	Iteration 46Q: 3 clusters Score -3321253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3321256.500000 Penalty: 5207.952148
	Iteration 47Q: 3 clusters Score -3321256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3321256.500000 Penalty: 5207.952148
	Iteration 48Q: 3 clusters Score -3321256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3321256.250000 Penalty: 5207.952148
	Iteration 49Q: 3 clusters Score -3321256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3321255.500000 Penalty: 5207.952148
	Iteration 50Q: 3 clusters Score -3321256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3321261.250000 Penalty: 5207.952148
	Iteration 51Q: 3 clusters Score -3321261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3321261.250000 Penalty: 5207.952148
	Iteration 52Q: 3 clusters Score -3321261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3321265.750000 Penalty: 5207.952148
	Iteration 53Q: 3 clusters Score -3321266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3321268.500000 Penalty: 5207.952148
	Iteration 54Q: 3 clusters Score -3321268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3321271.250000 Penalty: 5207.952148
	Iteration 55Q: 3 clusters Score -3321271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3321271.250000 Penalty: 5207.952148
	Iteration 56Q: 3 clusters Score -3321271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3321276.250000 Penalty: 5207.952148
	Iteration 57Q: 3 clusters Score -3321276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3321280.750000 Penalty: 5207.952148
	Iteration 58Q: 3 clusters Score -3321281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3321278.750000 Penalty: 5207.952148
	Iteration 59Q: 3 clusters Score -3321279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3321277.500000 Penalty: 5207.952148
	Iteration 60F: 3 clusters Score -3321278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3321279.000000 Penalty: 5207.952148
	Iteration 61Q: 3 clusters Score -3321279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3321279.000000 Penalty: 5207.952148
	Iteration 62F: 3 clusters Score -3321279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Entering Unmasked Estep 
Score: -572997.562500 Penalty: 2181.866943
	Iteration 0F: 2 clusters Score -572997.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -567536.625000 Penalty: 4363.733887
	Iteration 0F: 3 clusters Score -567536.6 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -569347.875000 Penalty: 4363.733887
	Iteration 1F: 3 clusters Score -569347.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -570196.000000 Penalty: 4363.733887
	Iteration 2F: 3 clusters Score -570196 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -570925.250000 Penalty: 4363.733887
	Iteration 3F: 3 clusters Score -570925.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -571451.500000 Penalty: 4363.733887
	Iteration 4F: 3 clusters Score -571451.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -571866.250000 Penalty: 4363.733887
	Iteration 5F: 3 clusters Score -571866.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -572182.250000 Penalty: 4363.733887
	Iteration 6Q: 3 clusters Score -572182.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -572369.750000 Penalty: 4363.733887
	Iteration 7Q: 3 clusters Score -572369.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -572486.750000 Penalty: 4363.733887
	Iteration 8Q: 3 clusters Score -572486.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -572570.437500 Penalty: 4363.733887
	Iteration 9Q: 3 clusters Score -572570.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -572610.375000 Penalty: 4363.733887
	Iteration 10Q: 3 clusters Score -572610.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -572634.812500 Penalty: 4363.733887
	Iteration 11Q: 3 clusters Score -572634.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -572648.562500 Penalty: 4363.733887
	Iteration 12Q: 3 clusters Score -572648.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -572653.750000 Penalty: 4363.733887
	Iteration 13Q: 3 clusters Score -572653.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -572654.625000 Penalty: 4363.733887
	Iteration 14Q: 3 clusters Score -572654.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -572655.312500 Penalty: 4363.733887
	Iteration 15Q: 3 clusters Score -572655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -572656.562500 Penalty: 4363.733887
	Iteration 16Q: 3 clusters Score -572656.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -572656.562500 Penalty: 4363.733887
	Iteration 17F: 3 clusters Score -572656.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Entering Unmasked Estep 
Score: -1718684.375000 Penalty: 2425.051758
	Iteration 0F: 2 clusters Score -1718684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1706034.500000 Penalty: 4850.103516
	Iteration 0F: 3 clusters Score -1706034 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1710251.750000 Penalty: 4850.103516
	Iteration 1F: 3 clusters Score -1710252 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1710827.375000 Penalty: 4850.103516
	Iteration 2F: 3 clusters Score -1710827 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1711433.375000 Penalty: 4850.103516
	Iteration 3F: 3 clusters Score -1711433 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1712018.250000 Penalty: 4850.103516
	Iteration 4F: 3 clusters Score -1712018 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1712663.000000 Penalty: 4850.103516
	Iteration 5F: 3 clusters Score -1712663 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1713341.625000 Penalty: 4850.103516
	Iteration 6F: 3 clusters Score -1713342 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1714004.500000 Penalty: 4850.103516
	Iteration 7F: 3 clusters Score -1714004 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1714579.625000 Penalty: 4850.103516
	Iteration 8F: 3 clusters Score -1714580 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1715044.625000 Penalty: 4850.103516
	Iteration 9Q: 3 clusters Score -1715045 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1715361.625000 Penalty: 4850.103516
	Iteration 10Q: 3 clusters Score -1715362 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1715634.875000 Penalty: 4850.103516
	Iteration 11Q: 3 clusters Score -1715635 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1715846.500000 Penalty: 4850.103516
	Iteration 12Q: 3 clusters Score -1715846 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1716034.375000 Penalty: 4850.103516
	Iteration 13Q: 3 clusters Score -1716034 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1716195.000000 Penalty: 4850.103516
	Iteration 14Q: 3 clusters Score -1716195 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1716334.125000 Penalty: 4850.103516
	Iteration 15Q: 3 clusters Score -1716334 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1716445.125000 Penalty: 4850.103516
	Iteration 16Q: 3 clusters Score -1716445 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1716510.625000 Penalty: 4850.103516
	Iteration 17Q: 3 clusters Score -1716511 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1716552.375000 Penalty: 4850.103516
	Iteration 18Q: 3 clusters Score -1716552 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1716602.625000 Penalty: 4850.103516
	Iteration 19Q: 3 clusters Score -1716603 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1716626.000000 Penalty: 4850.103516
	Iteration 20F: 3 clusters Score -1716626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1716642.500000 Penalty: 4850.103516
	Iteration 21Q: 3 clusters Score -1716642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1716650.625000 Penalty: 4850.103516
	Iteration 22Q: 3 clusters Score -1716651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1716659.500000 Penalty: 4850.103516
	Iteration 23Q: 3 clusters Score -1716660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1716674.500000 Penalty: 4850.103516
	Iteration 24Q: 3 clusters Score -1716674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1716685.250000 Penalty: 4850.103516
	Iteration 25Q: 3 clusters Score -1716685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1716690.750000 Penalty: 4850.103516
	Iteration 26Q: 3 clusters Score -1716691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1716698.500000 Penalty: 4850.103516
	Iteration 27Q: 3 clusters Score -1716698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1716701.250000 Penalty: 4850.103516
	Iteration 28Q: 3 clusters Score -1716701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1716704.625000 Penalty: 4850.103516
	Iteration 29Q: 3 clusters Score -1716705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1716710.500000 Penalty: 4850.103516
	Iteration 30Q: 3 clusters Score -1716710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1716715.875000 Penalty: 4850.103516
	Iteration 31Q: 3 clusters Score -1716716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1716725.125000 Penalty: 4850.103516
	Iteration 32Q: 3 clusters Score -1716725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1716734.625000 Penalty: 4850.103516
	Iteration 33Q: 3 clusters Score -1716735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1716743.750000 Penalty: 4850.103516
	Iteration 34Q: 3 clusters Score -1716744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1716745.750000 Penalty: 4850.103516
	Iteration 35Q: 3 clusters Score -1716746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1716750.000000 Penalty: 4850.103516
	Iteration 36Q: 3 clusters Score -1716750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1716763.125000 Penalty: 4850.103516
	Iteration 37Q: 3 clusters Score -1716763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1716768.125000 Penalty: 4850.103516
	Iteration 38Q: 3 clusters Score -1716768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1716776.500000 Penalty: 4850.103516
	Iteration 39Q: 3 clusters Score -1716776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1716779.500000 Penalty: 4850.103516
	Iteration 40F: 3 clusters Score -1716780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1716788.750000 Penalty: 4850.103516
	Iteration 41Q: 3 clusters Score -1716789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1716789.750000 Penalty: 4850.103516
	Iteration 42Q: 3 clusters Score -1716790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1716792.250000 Penalty: 4850.103516
	Iteration 43Q: 3 clusters Score -1716792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1716800.500000 Penalty: 4850.103516
	Iteration 44Q: 3 clusters Score -1716800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1716801.500000 Penalty: 4850.103516
	Iteration 45Q: 3 clusters Score -1716802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1716803.375000 Penalty: 4850.103516
	Iteration 46Q: 3 clusters Score -1716803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1716807.375000 Penalty: 4850.103516
	Iteration 47Q: 3 clusters Score -1716807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1716810.875000 Penalty: 4850.103516
	Iteration 48Q: 3 clusters Score -1716811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1716814.125000 Penalty: 4850.103516
	Iteration 49Q: 3 clusters Score -1716814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1716813.750000 Penalty: 4850.103516
	Iteration 50Q: 3 clusters Score -1716814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1716814.250000 Penalty: 4850.103516
	Iteration 51Q: 3 clusters Score -1716814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1716813.500000 Penalty: 4850.103516
	Iteration 52Q: 3 clusters Score -1716814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1716815.375000 Penalty: 4850.103516
	Iteration 53Q: 3 clusters Score -1716815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1716816.375000 Penalty: 4850.103516
	Iteration 54Q: 3 clusters Score -1716816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1716819.625000 Penalty: 4850.103516
	Iteration 55Q: 3 clusters Score -1716820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1716818.500000 Penalty: 4850.103516
	Iteration 56Q: 3 clusters Score -1716818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1716818.500000 Penalty: 4850.103516
	Iteration 57F: 3 clusters Score -1716818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (164758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164758 members 
Entering Unmasked Estep 
Score: -16695810.000000 Penalty: 2979.033691
	Iteration 0F: 2 clusters Score -1.669581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 82163 members 
Entering Unmasked Estep 
Score: -16585398.000000 Penalty: 5958.067383
	Iteration 0F: 3 clusters Score -1.65854e+07 nChanged 78693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86856 members 
Mstep: Class 2 contains 77902 members 
Entering Unmasked Estep 
Score: -16631189.000000 Penalty: 5958.067383
	Iteration 1F: 3 clusters Score -1.663119e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 74622 members 
Entering Unmasked Estep 
Score: -16632903.000000 Penalty: 5958.067383
	Iteration 2Q: 3 clusters Score -1.66329e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95337 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -16635303.000000 Penalty: 5958.067383
	Iteration 3Q: 3 clusters Score -1.66353e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102890 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -16639430.000000 Penalty: 5958.067383
	Iteration 4F: 3 clusters Score -1.663943e+07 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113554 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -16647060.000000 Penalty: 5958.067383
	Iteration 5F: 3 clusters Score -1.664706e+07 nChanged 13836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126922 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -16658304.000000 Penalty: 5958.067383
	Iteration 6F: 3 clusters Score -1.66583e+07 nChanged 13995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140699 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -16671209.000000 Penalty: 5958.067383
	Iteration 7F: 3 clusters Score -1.667121e+07 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151902 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -16682602.000000 Penalty: 5958.067383
	Iteration 8F: 3 clusters Score -1.66826e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158674 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -16689193.000000 Penalty: 5958.067383
	Iteration 9Q: 3 clusters Score -1.668919e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161827 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -16692025.000000 Penalty: 5958.067383
	Iteration 10Q: 3 clusters Score -1.669202e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162985 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -16693145.000000 Penalty: 5958.067383
	Iteration 11Q: 3 clusters Score -1.669314e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163417 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -16693639.000000 Penalty: 5958.067383
	Iteration 12Q: 3 clusters Score -1.669364e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -16693838.000000 Penalty: 5958.067383
	Iteration 13Q: 3 clusters Score -1.669384e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163637 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -16693959.000000 Penalty: 5958.067383
	Iteration 14Q: 3 clusters Score -1.669396e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163668 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -16694003.000000 Penalty: 5958.067383
	Iteration 15Q: 3 clusters Score -1.6694e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163689 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -16694031.000000 Penalty: 5958.067383
	Iteration 16Q: 3 clusters Score -1.669403e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163694 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -16694058.000000 Penalty: 5958.067383
	Iteration 17Q: 3 clusters Score -1.669406e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163709 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -16694062.000000 Penalty: 5958.067383
	Iteration 18Q: 3 clusters Score -1.669406e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163711 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -16694076.000000 Penalty: 5958.067383
	Iteration 19Q: 3 clusters Score -1.669408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163717 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16694088.000000 Penalty: 5958.067383
	Iteration 20F: 3 clusters Score -1.669409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163717 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16694095.000000 Penalty: 5958.067383
	Iteration 21Q: 3 clusters Score -1.66941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163719 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -16694090.000000 Penalty: 5958.067383
	Iteration 22Q: 3 clusters Score -1.669409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163721 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16694087.000000 Penalty: 5958.067383
	Iteration 23Q: 3 clusters Score -1.669409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163724 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16694087.000000 Penalty: 5958.067383
	Iteration 24Q: 3 clusters Score -1.669409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163724 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16694087.000000 Penalty: 5958.067383
	Iteration 25Q: 3 clusters Score -1.669409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163725 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16694088.000000 Penalty: 5958.067383
	Iteration 26Q: 3 clusters Score -1.669409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163725 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16694088.000000 Penalty: 5958.067383
	Iteration 27F: 3 clusters Score -1.669409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Entering Unmasked Estep 
Score: -1645254.000000 Penalty: 2404.722900
	Iteration 0F: 2 clusters Score -1645254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1633579.625000 Penalty: 4809.445801
	Iteration 0F: 3 clusters Score -1633580 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1637267.375000 Penalty: 4809.445801
	Iteration 1F: 3 clusters Score -1637267 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1637565.625000 Penalty: 4809.445801
	Iteration 2F: 3 clusters Score -1637566 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1637801.750000 Penalty: 4809.445801
	Iteration 3Q: 3 clusters Score -1637802 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1637990.375000 Penalty: 4809.445801
	Iteration 4Q: 3 clusters Score -1637990 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1638138.750000 Penalty: 4809.445801
	Iteration 5Q: 3 clusters Score -1638139 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1638270.000000 Penalty: 4809.445801
	Iteration 6Q: 3 clusters Score -1638270 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1638366.875000 Penalty: 4809.445801
	Iteration 7Q: 3 clusters Score -1638367 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1638442.250000 Penalty: 4809.445801
	Iteration 8Q: 3 clusters Score -1638442 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1638511.750000 Penalty: 4809.445801
	Iteration 9Q: 3 clusters Score -1638512 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1638573.625000 Penalty: 4809.445801
	Iteration 10Q: 3 clusters Score -1638574 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1638637.750000 Penalty: 4809.445801
	Iteration 11Q: 3 clusters Score -1638638 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1638692.250000 Penalty: 4809.445801
	Iteration 12Q: 3 clusters Score -1638692 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1638750.750000 Penalty: 4809.445801
	Iteration 13Q: 3 clusters Score -1638751 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1638794.375000 Penalty: 4809.445801
	Iteration 14Q: 3 clusters Score -1638794 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1638845.125000 Penalty: 4809.445801
	Iteration 15Q: 3 clusters Score -1638845 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1638898.375000 Penalty: 4809.445801
	Iteration 16Q: 3 clusters Score -1638898 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1638960.875000 Penalty: 4809.445801
	Iteration 17Q: 3 clusters Score -1638961 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1639033.375000 Penalty: 4809.445801
	Iteration 18Q: 3 clusters Score -1639033 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1639122.500000 Penalty: 4809.445801
	Iteration 19Q: 3 clusters Score -1639122 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1639205.750000 Penalty: 4809.445801
	Iteration 20F: 3 clusters Score -1639206 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1639302.500000 Penalty: 4809.445801
	Iteration 21Q: 3 clusters Score -1639302 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1639435.250000 Penalty: 4809.445801
	Iteration 22Q: 3 clusters Score -1639435 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1639578.000000 Penalty: 4809.445801
	Iteration 23Q: 3 clusters Score -1639578 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1639751.500000 Penalty: 4809.445801
	Iteration 24Q: 3 clusters Score -1639752 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1639990.000000 Penalty: 4809.445801
	Iteration 25Q: 3 clusters Score -1639990 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1640288.500000 Penalty: 4809.445801
	Iteration 26Q: 3 clusters Score -1640288 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1640683.250000 Penalty: 4809.445801
	Iteration 27Q: 3 clusters Score -1640683 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1641126.000000 Penalty: 4809.445801
	Iteration 28Q: 3 clusters Score -1641126 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1641582.750000 Penalty: 4809.445801
	Iteration 29Q: 3 clusters Score -1641583 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1642002.625000 Penalty: 4809.445801
	Iteration 30Q: 3 clusters Score -1642003 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1642329.875000 Penalty: 4809.445801
	Iteration 31Q: 3 clusters Score -1642330 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1642585.500000 Penalty: 4809.445801
	Iteration 32Q: 3 clusters Score -1642586 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1642779.250000 Penalty: 4809.445801
	Iteration 33Q: 3 clusters Score -1642779 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1642930.250000 Penalty: 4809.445801
	Iteration 34Q: 3 clusters Score -1642930 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1643008.375000 Penalty: 4809.445801
	Iteration 35Q: 3 clusters Score -1643008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1643064.625000 Penalty: 4809.445801
	Iteration 36Q: 3 clusters Score -1643065 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1643100.875000 Penalty: 4809.445801
	Iteration 37Q: 3 clusters Score -1643101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1643122.625000 Penalty: 4809.445801
	Iteration 38Q: 3 clusters Score -1643123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1643141.750000 Penalty: 4809.445801
	Iteration 39Q: 3 clusters Score -1643142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1643150.125000 Penalty: 4809.445801
	Iteration 40F: 3 clusters Score -1643150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1643151.625000 Penalty: 4809.445801
	Iteration 41Q: 3 clusters Score -1643152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1643157.000000 Penalty: 4809.445801
	Iteration 42Q: 3 clusters Score -1643157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1643164.375000 Penalty: 4809.445801
	Iteration 43Q: 3 clusters Score -1643164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1643172.500000 Penalty: 4809.445801
	Iteration 44Q: 3 clusters Score -1643172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1643175.625000 Penalty: 4809.445801
	Iteration 45Q: 3 clusters Score -1643176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1643179.500000 Penalty: 4809.445801
	Iteration 46Q: 3 clusters Score -1643180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1643183.500000 Penalty: 4809.445801
	Iteration 47Q: 3 clusters Score -1643184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1643188.375000 Penalty: 4809.445801
	Iteration 48Q: 3 clusters Score -1643188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1643192.500000 Penalty: 4809.445801
	Iteration 49Q: 3 clusters Score -1643192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1643195.250000 Penalty: 4809.445801
	Iteration 50Q: 3 clusters Score -1643195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1643199.750000 Penalty: 4809.445801
	Iteration 51Q: 3 clusters Score -1643200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1643203.250000 Penalty: 4809.445801
	Iteration 52Q: 3 clusters Score -1643203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1643205.750000 Penalty: 4809.445801
	Iteration 53Q: 3 clusters Score -1643206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1643208.625000 Penalty: 4809.445801
	Iteration 54Q: 3 clusters Score -1643209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1643208.250000 Penalty: 4809.445801
	Iteration 55Q: 3 clusters Score -1643208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1643211.625000 Penalty: 4809.445801
	Iteration 56Q: 3 clusters Score -1643212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1643213.000000 Penalty: 4809.445801
	Iteration 57Q: 3 clusters Score -1643213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1643209.750000 Penalty: 4809.445801
	Iteration 58Q: 3 clusters Score -1643210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1643212.875000 Penalty: 4809.445801
	Iteration 59Q: 3 clusters Score -1643213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1643215.250000 Penalty: 4809.445801
	Iteration 60F: 3 clusters Score -1643215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1643217.875000 Penalty: 4809.445801
	Iteration 61Q: 3 clusters Score -1643218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1643220.750000 Penalty: 4809.445801
	Iteration 62Q: 3 clusters Score -1643221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1643221.750000 Penalty: 4809.445801
	Iteration 63Q: 3 clusters Score -1643222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1643220.875000 Penalty: 4809.445801
	Iteration 64Q: 3 clusters Score -1643221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1643222.375000 Penalty: 4809.445801
	Iteration 65Q: 3 clusters Score -1643222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1643222.375000 Penalty: 4809.445801
	Iteration 66F: 3 clusters Score -1643222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (236387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236387 members 
Entering Unmasked Estep 
Score: -23771368.000000 Penalty: 3068.559814
	Iteration 0F: 2 clusters Score -2.377137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118187 members 
Mstep: Class 2 contains 118200 members 
Entering Unmasked Estep 
Score: -23616142.000000 Penalty: 6137.119629
	Iteration 0F: 3 clusters Score -2.361614e+07 nChanged 114282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116309 members 
Mstep: Class 2 contains 120078 members 
Entering Unmasked Estep 
Score: -23682668.000000 Penalty: 6137.119629
	Iteration 1F: 3 clusters Score -2.368267e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115161 members 
Mstep: Class 2 contains 121226 members 
Entering Unmasked Estep 
Score: -23683984.000000 Penalty: 6137.119629
	Iteration 2Q: 3 clusters Score -2.368398e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113311 members 
Mstep: Class 2 contains 123076 members 
Entering Unmasked Estep 
Score: -23685362.000000 Penalty: 6137.119629
	Iteration 3Q: 3 clusters Score -2.368536e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 125927 members 
Entering Unmasked Estep 
Score: -23686642.000000 Penalty: 6137.119629
	Iteration 4Q: 3 clusters Score -2.368664e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106190 members 
Mstep: Class 2 contains 130197 members 
Entering Unmasked Estep 
Score: -23688476.000000 Penalty: 6137.119629
	Iteration 5Q: 3 clusters Score -2.368848e+07 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99854 members 
Mstep: Class 2 contains 136533 members 
Entering Unmasked Estep 
Score: -23691474.000000 Penalty: 6137.119629
	Iteration 6Q: 3 clusters Score -2.369147e+07 nChanged 11121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90637 members 
Mstep: Class 2 contains 145750 members 
Entering Unmasked Estep 
Score: -23696120.000000 Penalty: 6137.119629
	Iteration 7Q: 3 clusters Score -2.369612e+07 nChanged 14112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77825 members 
Mstep: Class 2 contains 158562 members 
Entering Unmasked Estep 
Score: -23704264.000000 Penalty: 6137.119629
	Iteration 8F: 3 clusters Score -2.370426e+07 nChanged 17164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 174986 members 
Entering Unmasked Estep 
Score: -23716370.000000 Penalty: 6137.119629
	Iteration 9F: 3 clusters Score -2.371637e+07 nChanged 18681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 193391 members 
Entering Unmasked Estep 
Score: -23730844.000000 Penalty: 6137.119629
	Iteration 10F: 3 clusters Score -2.373084e+07 nChanged 17323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 210658 members 
Entering Unmasked Estep 
Score: -23745912.000000 Penalty: 6137.119629
	Iteration 11F: 3 clusters Score -2.374591e+07 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 223428 members 
Entering Unmasked Estep 
Score: -23757730.000000 Penalty: 6137.119629
	Iteration 12F: 3 clusters Score -2.375773e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 230494 members 
Entering Unmasked Estep 
Score: -23764098.000000 Penalty: 6137.119629
	Iteration 13Q: 3 clusters Score -2.37641e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 233526 members 
Entering Unmasked Estep 
Score: -23766736.000000 Penalty: 6137.119629
	Iteration 14Q: 3 clusters Score -2.376674e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 234734 members 
Entering Unmasked Estep 
Score: -23767980.000000 Penalty: 6137.119629
	Iteration 15Q: 3 clusters Score -2.376798e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 235155 members 
Entering Unmasked Estep 
Score: -23768478.000000 Penalty: 6137.119629
	Iteration 16Q: 3 clusters Score -2.376848e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 235301 members 
Entering Unmasked Estep 
Score: -23768656.000000 Penalty: 6137.119629
	Iteration 17Q: 3 clusters Score -2.376866e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 235366 members 
Entering Unmasked Estep 
Score: -23768762.000000 Penalty: 6137.119629
	Iteration 18Q: 3 clusters Score -2.376876e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 235391 members 
Entering Unmasked Estep 
Score: -23768846.000000 Penalty: 6137.119629
	Iteration 19Q: 3 clusters Score -2.376885e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 235407 members 
Entering Unmasked Estep 
Score: -23768958.000000 Penalty: 6137.119629
	Iteration 20F: 3 clusters Score -2.376896e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 235427 members 
Entering Unmasked Estep 
Score: -23769010.000000 Penalty: 6137.119629
	Iteration 21Q: 3 clusters Score -2.376901e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 235432 members 
Entering Unmasked Estep 
Score: -23769016.000000 Penalty: 6137.119629
	Iteration 22Q: 3 clusters Score -2.376902e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 235431 members 
Entering Unmasked Estep 
Score: -23769046.000000 Penalty: 6137.119629
	Iteration 23Q: 3 clusters Score -2.376905e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 235430 members 
Entering Unmasked Estep 
Score: -23769066.000000 Penalty: 6137.119629
	Iteration 24Q: 3 clusters Score -2.376907e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 235431 members 
Entering Unmasked Estep 
Score: -23769074.000000 Penalty: 6137.119629
	Iteration 25Q: 3 clusters Score -2.376907e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 235436 members 
Entering Unmasked Estep 
Score: -23769104.000000 Penalty: 6137.119629
	Iteration 26Q: 3 clusters Score -2.37691e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 235445 members 
Entering Unmasked Estep 
Score: -23769138.000000 Penalty: 6137.119629
	Iteration 27Q: 3 clusters Score -2.376914e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 235453 members 
Entering Unmasked Estep 
Score: -23769156.000000 Penalty: 6137.119629
	Iteration 28Q: 3 clusters Score -2.376916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 235457 members 
Entering Unmasked Estep 
Score: -23769144.000000 Penalty: 6137.119629
	Iteration 29Q: 3 clusters Score -2.376914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 235460 members 
Entering Unmasked Estep 
Score: -23769144.000000 Penalty: 6137.119629
	Iteration 30Q: 3 clusters Score -2.376914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 235459 members 
Entering Unmasked Estep 
Score: -23769148.000000 Penalty: 6137.119629
	Iteration 31Q: 3 clusters Score -2.376915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 235462 members 
Entering Unmasked Estep 
Score: -23769150.000000 Penalty: 6137.119629
	Iteration 32Q: 3 clusters Score -2.376915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 235466 members 
Entering Unmasked Estep 
Score: -23769156.000000 Penalty: 6137.119629
	Iteration 33Q: 3 clusters Score -2.376916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 235470 members 
Entering Unmasked Estep 
Score: -23769172.000000 Penalty: 6137.119629
	Iteration 34Q: 3 clusters Score -2.376917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 235477 members 
Entering Unmasked Estep 
Score: -23769182.000000 Penalty: 6137.119629
	Iteration 35Q: 3 clusters Score -2.376918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 235478 members 
Entering Unmasked Estep 
Score: -23769190.000000 Penalty: 6137.119629
	Iteration 36Q: 3 clusters Score -2.376919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 235482 members 
Entering Unmasked Estep 
Score: -23769186.000000 Penalty: 6137.119629
	Iteration 37Q: 3 clusters Score -2.376919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 235482 members 
Entering Unmasked Estep 
Score: -23769194.000000 Penalty: 6137.119629
	Iteration 38Q: 3 clusters Score -2.376919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 235484 members 
Entering Unmasked Estep 
Score: -23769216.000000 Penalty: 6137.119629
	Iteration 39Q: 3 clusters Score -2.376922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 235484 members 
Entering Unmasked Estep 
Score: -23769204.000000 Penalty: 6137.119629
	Iteration 40F: 3 clusters Score -2.37692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 235485 members 
Entering Unmasked Estep 
Score: -23769196.000000 Penalty: 6137.119629
	Iteration 41Q: 3 clusters Score -2.37692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 235485 members 
Entering Unmasked Estep 
Score: -23769196.000000 Penalty: 6137.119629
	Iteration 42F: 3 clusters Score -2.37692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Entering Unmasked Estep 
Score: -273000.000000 Penalty: 1961.917480
	Iteration 0F: 2 clusters Score -273000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -269863.531250 Penalty: 3923.834961
	Iteration 0F: 3 clusters Score -269863.5 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -270424.250000 Penalty: 3923.834961
	Iteration 1F: 3 clusters Score -270424.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -270578.656250 Penalty: 3923.834961
	Iteration 2F: 3 clusters Score -270578.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -270669.437500 Penalty: 3923.834961
	Iteration 3Q: 3 clusters Score -270669.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -270723.156250 Penalty: 3923.834961
	Iteration 4Q: 3 clusters Score -270723.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -270772.687500 Penalty: 3923.834961
	Iteration 5Q: 3 clusters Score -270772.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -270814.343750 Penalty: 3923.834961
	Iteration 6Q: 3 clusters Score -270814.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -270851.375000 Penalty: 3923.834961
	Iteration 7Q: 3 clusters Score -270851.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -270886.093750 Penalty: 3923.834961
	Iteration 8Q: 3 clusters Score -270886.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -270913.375000 Penalty: 3923.834961
	Iteration 9Q: 3 clusters Score -270913.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -270940.687500 Penalty: 3923.834961
	Iteration 10Q: 3 clusters Score -270940.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -270972.718750 Penalty: 3923.834961
	Iteration 11Q: 3 clusters Score -270972.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -270993.093750 Penalty: 3923.834961
	Iteration 12Q: 3 clusters Score -270993.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -271016.562500 Penalty: 3923.834961
	Iteration 13Q: 3 clusters Score -271016.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -271036.937500 Penalty: 3923.834961
	Iteration 14Q: 3 clusters Score -271036.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -271045.062500 Penalty: 3923.834961
	Iteration 15Q: 3 clusters Score -271045.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -271052.406250 Penalty: 3923.834961
	Iteration 16Q: 3 clusters Score -271052.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -271058.875000 Penalty: 3923.834961
	Iteration 17Q: 3 clusters Score -271058.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -271066.531250 Penalty: 3923.834961
	Iteration 18Q: 3 clusters Score -271066.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -271073.968750 Penalty: 3923.834961
	Iteration 19Q: 3 clusters Score -271074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -271081.281250 Penalty: 3923.834961
	Iteration 20F: 3 clusters Score -271081.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -271088.593750 Penalty: 3923.834961
	Iteration 21Q: 3 clusters Score -271088.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -271097.687500 Penalty: 3923.834961
	Iteration 22Q: 3 clusters Score -271097.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -271105.343750 Penalty: 3923.834961
	Iteration 23Q: 3 clusters Score -271105.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -271112.687500 Penalty: 3923.834961
	Iteration 24Q: 3 clusters Score -271112.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -271117.656250 Penalty: 3923.834961
	Iteration 25Q: 3 clusters Score -271117.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -271122.062500 Penalty: 3923.834961
	Iteration 26Q: 3 clusters Score -271122.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -271127.250000 Penalty: 3923.834961
	Iteration 27Q: 3 clusters Score -271127.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -271131.406250 Penalty: 3923.834961
	Iteration 28Q: 3 clusters Score -271131.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -271137.593750 Penalty: 3923.834961
	Iteration 29Q: 3 clusters Score -271137.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -271144.875000 Penalty: 3923.834961
	Iteration 30Q: 3 clusters Score -271144.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -271150.437500 Penalty: 3923.834961
	Iteration 31Q: 3 clusters Score -271150.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -271154.031250 Penalty: 3923.834961
	Iteration 32Q: 3 clusters Score -271154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -271158.750000 Penalty: 3923.834961
	Iteration 33Q: 3 clusters Score -271158.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -271160.625000 Penalty: 3923.834961
	Iteration 34Q: 3 clusters Score -271160.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -271163.968750 Penalty: 3923.834961
	Iteration 35Q: 3 clusters Score -271164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -271169.093750 Penalty: 3923.834961
	Iteration 36Q: 3 clusters Score -271169.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -271174.875000 Penalty: 3923.834961
	Iteration 37Q: 3 clusters Score -271174.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -271179.531250 Penalty: 3923.834961
	Iteration 38Q: 3 clusters Score -271179.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -271186.062500 Penalty: 3923.834961
	Iteration 39Q: 3 clusters Score -271186.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -271191.250000 Penalty: 3923.834961
	Iteration 40F: 3 clusters Score -271191.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -271199.250000 Penalty: 3923.834961
	Iteration 41Q: 3 clusters Score -271199.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -271207.687500 Penalty: 3923.834961
	Iteration 42Q: 3 clusters Score -271207.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -271215.093750 Penalty: 3923.834961
	Iteration 43Q: 3 clusters Score -271215.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -271233.656250 Penalty: 3923.834961
	Iteration 44Q: 3 clusters Score -271233.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -271258.187500 Penalty: 3923.834961
	Iteration 45Q: 3 clusters Score -271258.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -271284.937500 Penalty: 3923.834961
	Iteration 46Q: 3 clusters Score -271284.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -271317.906250 Penalty: 3923.834961
	Iteration 47Q: 3 clusters Score -271317.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -271355.656250 Penalty: 3923.834961
	Iteration 48Q: 3 clusters Score -271355.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -271415.875000 Penalty: 3923.834961
	Iteration 49Q: 3 clusters Score -271415.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -271490.156250 Penalty: 3923.834961
	Iteration 50Q: 3 clusters Score -271490.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -271560.218750 Penalty: 3923.834961
	Iteration 51Q: 3 clusters Score -271560.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -271631.281250 Penalty: 3923.834961
	Iteration 52Q: 3 clusters Score -271631.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -271687.562500 Penalty: 3923.834961
	Iteration 53Q: 3 clusters Score -271687.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -271741.187500 Penalty: 3923.834961
	Iteration 54Q: 3 clusters Score -271741.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -271776.906250 Penalty: 3923.834961
	Iteration 55Q: 3 clusters Score -271776.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -271823.687500 Penalty: 3923.834961
	Iteration 56Q: 3 clusters Score -271823.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -271862.343750 Penalty: 3923.834961
	Iteration 57Q: 3 clusters Score -271862.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -271910.687500 Penalty: 3923.834961
	Iteration 58Q: 3 clusters Score -271910.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -271959.000000 Penalty: 3923.834961
	Iteration 59Q: 3 clusters Score -271959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -271993.093750 Penalty: 3923.834961
	Iteration 60F: 3 clusters Score -271993.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -272015.843750 Penalty: 3923.834961
	Iteration 61Q: 3 clusters Score -272015.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -272027.000000 Penalty: 3923.834961
	Iteration 62Q: 3 clusters Score -272027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -272034.156250 Penalty: 3923.834961
	Iteration 63Q: 3 clusters Score -272034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -272037.937500 Penalty: 3923.834961
	Iteration 64Q: 3 clusters Score -272037.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -272037.937500 Penalty: 3923.834961
	Iteration 65F: 3 clusters Score -272037.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Entering Unmasked Estep 
Score: -1867512.375000 Penalty: 2443.187500
	Iteration 0F: 2 clusters Score -1867512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1854198.000000 Penalty: 4886.375000
	Iteration 0F: 3 clusters Score -1854198 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1858497.000000 Penalty: 4886.375000
	Iteration 1F: 3 clusters Score -1858497 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1858853.750000 Penalty: 4886.375000
	Iteration 2F: 3 clusters Score -1858854 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1859178.250000 Penalty: 4886.375000
	Iteration 3Q: 3 clusters Score -1859178 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1859470.250000 Penalty: 4886.375000
	Iteration 4Q: 3 clusters Score -1859470 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1859751.000000 Penalty: 4886.375000
	Iteration 5Q: 3 clusters Score -1859751 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1860062.000000 Penalty: 4886.375000
	Iteration 6Q: 3 clusters Score -1860062 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1860441.375000 Penalty: 4886.375000
	Iteration 7Q: 3 clusters Score -1860441 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1860878.000000 Penalty: 4886.375000
	Iteration 8Q: 3 clusters Score -1860878 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1861383.875000 Penalty: 4886.375000
	Iteration 9Q: 3 clusters Score -1861384 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1861963.750000 Penalty: 4886.375000
	Iteration 10Q: 3 clusters Score -1861964 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1862531.000000 Penalty: 4886.375000
	Iteration 11Q: 3 clusters Score -1862531 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1863074.750000 Penalty: 4886.375000
	Iteration 12Q: 3 clusters Score -1863075 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1863573.625000 Penalty: 4886.375000
	Iteration 13Q: 3 clusters Score -1863574 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1864000.125000 Penalty: 4886.375000
	Iteration 14Q: 3 clusters Score -1864000 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1864321.875000 Penalty: 4886.375000
	Iteration 15Q: 3 clusters Score -1864322 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1864561.875000 Penalty: 4886.375000
	Iteration 16Q: 3 clusters Score -1864562 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1864748.000000 Penalty: 4886.375000
	Iteration 17Q: 3 clusters Score -1864748 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1864892.500000 Penalty: 4886.375000
	Iteration 18Q: 3 clusters Score -1864892 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -1864998.750000 Penalty: 4886.375000
	Iteration 19Q: 3 clusters Score -1864999 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -1865058.500000 Penalty: 4886.375000
	Iteration 20F: 3 clusters Score -1865058 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -1865109.000000 Penalty: 4886.375000
	Iteration 21Q: 3 clusters Score -1865109 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1865158.125000 Penalty: 4886.375000
	Iteration 22Q: 3 clusters Score -1865158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -1865188.750000 Penalty: 4886.375000
	Iteration 23Q: 3 clusters Score -1865189 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -1865210.750000 Penalty: 4886.375000
	Iteration 24Q: 3 clusters Score -1865211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -1865239.625000 Penalty: 4886.375000
	Iteration 25Q: 3 clusters Score -1865240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -1865267.625000 Penalty: 4886.375000
	Iteration 26Q: 3 clusters Score -1865268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1865292.000000 Penalty: 4886.375000
	Iteration 27Q: 3 clusters Score -1865292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1865304.625000 Penalty: 4886.375000
	Iteration 28Q: 3 clusters Score -1865305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1865315.000000 Penalty: 4886.375000
	Iteration 29Q: 3 clusters Score -1865315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1865326.750000 Penalty: 4886.375000
	Iteration 30Q: 3 clusters Score -1865327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -1865334.125000 Penalty: 4886.375000
	Iteration 31Q: 3 clusters Score -1865334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -1865341.250000 Penalty: 4886.375000
	Iteration 32Q: 3 clusters Score -1865341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -1865345.000000 Penalty: 4886.375000
	Iteration 33Q: 3 clusters Score -1865345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -1865352.000000 Penalty: 4886.375000
	Iteration 34Q: 3 clusters Score -1865352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -1865356.875000 Penalty: 4886.375000
	Iteration 35Q: 3 clusters Score -1865357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -1865357.375000 Penalty: 4886.375000
	Iteration 36Q: 3 clusters Score -1865357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -1865363.875000 Penalty: 4886.375000
	Iteration 37Q: 3 clusters Score -1865364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -1865363.125000 Penalty: 4886.375000
	Iteration 38Q: 3 clusters Score -1865363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -1865365.250000 Penalty: 4886.375000
	Iteration 39Q: 3 clusters Score -1865365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -1865369.500000 Penalty: 4886.375000
	Iteration 40F: 3 clusters Score -1865370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1865370.875000 Penalty: 4886.375000
	Iteration 41Q: 3 clusters Score -1865371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -1865373.000000 Penalty: 4886.375000
	Iteration 42Q: 3 clusters Score -1865373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1865373.000000 Penalty: 4886.375000
	Iteration 43Q: 3 clusters Score -1865373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -1865375.625000 Penalty: 4886.375000
	Iteration 44Q: 3 clusters Score -1865376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -1865378.500000 Penalty: 4886.375000
	Iteration 45Q: 3 clusters Score -1865378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -1865380.750000 Penalty: 4886.375000
	Iteration 46Q: 3 clusters Score -1865381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -1865383.375000 Penalty: 4886.375000
	Iteration 47Q: 3 clusters Score -1865383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -1865386.125000 Penalty: 4886.375000
	Iteration 48Q: 3 clusters Score -1865386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -1865387.000000 Penalty: 4886.375000
	Iteration 49Q: 3 clusters Score -1865387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -1865387.875000 Penalty: 4886.375000
	Iteration 50Q: 3 clusters Score -1865388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -1865389.375000 Penalty: 4886.375000
	Iteration 51Q: 3 clusters Score -1865389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -1865389.750000 Penalty: 4886.375000
	Iteration 52Q: 3 clusters Score -1865390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1865394.625000 Penalty: 4886.375000
	Iteration 53Q: 3 clusters Score -1865395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -1865397.375000 Penalty: 4886.375000
	Iteration 54Q: 3 clusters Score -1865397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -1865397.375000 Penalty: 4886.375000
	Iteration 55F: 3 clusters Score -1865397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Entering Unmasked Estep 
Score: -288471.750000 Penalty: 1992.668823
	Iteration 0F: 2 clusters Score -288471.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -285195.406250 Penalty: 3985.337646
	Iteration 0F: 3 clusters Score -285195.4 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -285890.468750 Penalty: 3985.337646
	Iteration 1F: 3 clusters Score -285890.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -286063.718750 Penalty: 3985.337646
	Iteration 2F: 3 clusters Score -286063.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -286170.718750 Penalty: 3985.337646
	Iteration 3Q: 3 clusters Score -286170.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -286261.375000 Penalty: 3985.337646
	Iteration 4Q: 3 clusters Score -286261.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -286368.281250 Penalty: 3985.337646
	Iteration 5Q: 3 clusters Score -286368.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -286503.875000 Penalty: 3985.337646
	Iteration 6Q: 3 clusters Score -286503.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -286628.625000 Penalty: 3985.337646
	Iteration 7Q: 3 clusters Score -286628.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -286746.437500 Penalty: 3985.337646
	Iteration 8Q: 3 clusters Score -286746.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -286823.062500 Penalty: 3985.337646
	Iteration 9Q: 3 clusters Score -286823.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -286875.125000 Penalty: 3985.337646
	Iteration 10Q: 3 clusters Score -286875.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -286910.593750 Penalty: 3985.337646
	Iteration 11Q: 3 clusters Score -286910.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -286940.562500 Penalty: 3985.337646
	Iteration 12Q: 3 clusters Score -286940.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -286970.437500 Penalty: 3985.337646
	Iteration 13Q: 3 clusters Score -286970.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -287001.500000 Penalty: 3985.337646
	Iteration 14Q: 3 clusters Score -287001.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -287035.562500 Penalty: 3985.337646
	Iteration 15Q: 3 clusters Score -287035.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -287069.656250 Penalty: 3985.337646
	Iteration 16Q: 3 clusters Score -287069.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -287091.281250 Penalty: 3985.337646
	Iteration 17Q: 3 clusters Score -287091.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -287115.375000 Penalty: 3985.337646
	Iteration 18Q: 3 clusters Score -287115.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -287133.218750 Penalty: 3985.337646
	Iteration 19Q: 3 clusters Score -287133.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -287152.468750 Penalty: 3985.337646
	Iteration 20F: 3 clusters Score -287152.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -287166.625000 Penalty: 3985.337646
	Iteration 21Q: 3 clusters Score -287166.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -287180.625000 Penalty: 3985.337646
	Iteration 22Q: 3 clusters Score -287180.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -287188.781250 Penalty: 3985.337646
	Iteration 23Q: 3 clusters Score -287188.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -287196.781250 Penalty: 3985.337646
	Iteration 24Q: 3 clusters Score -287196.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -287208.031250 Penalty: 3985.337646
	Iteration 25Q: 3 clusters Score -287208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -287224.625000 Penalty: 3985.337646
	Iteration 26Q: 3 clusters Score -287224.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -287233.343750 Penalty: 3985.337646
	Iteration 27Q: 3 clusters Score -287233.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -287238.593750 Penalty: 3985.337646
	Iteration 28Q: 3 clusters Score -287238.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -287250.500000 Penalty: 3985.337646
	Iteration 29Q: 3 clusters Score -287250.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -287266.937500 Penalty: 3985.337646
	Iteration 30Q: 3 clusters Score -287266.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -287288.687500 Penalty: 3985.337646
	Iteration 31Q: 3 clusters Score -287288.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -287309.750000 Penalty: 3985.337646
	Iteration 32Q: 3 clusters Score -287309.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -287328.468750 Penalty: 3985.337646
	Iteration 33Q: 3 clusters Score -287328.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -287351.093750 Penalty: 3985.337646
	Iteration 34Q: 3 clusters Score -287351.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -287376.062500 Penalty: 3985.337646
	Iteration 35Q: 3 clusters Score -287376.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -287394.718750 Penalty: 3985.337646
	Iteration 36Q: 3 clusters Score -287394.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -287403.687500 Penalty: 3985.337646
	Iteration 37Q: 3 clusters Score -287403.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -287410.062500 Penalty: 3985.337646
	Iteration 38Q: 3 clusters Score -287410.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -287415.625000 Penalty: 3985.337646
	Iteration 39Q: 3 clusters Score -287415.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -287421.125000 Penalty: 3985.337646
	Iteration 40F: 3 clusters Score -287421.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -287429.093750 Penalty: 3985.337646
	Iteration 41Q: 3 clusters Score -287429.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -287439.687500 Penalty: 3985.337646
	Iteration 42Q: 3 clusters Score -287439.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -287448.093750 Penalty: 3985.337646
	Iteration 43Q: 3 clusters Score -287448.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -287457.156250 Penalty: 3985.337646
	Iteration 44Q: 3 clusters Score -287457.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -287472.093750 Penalty: 3985.337646
	Iteration 45Q: 3 clusters Score -287472.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -287488.968750 Penalty: 3985.337646
	Iteration 46Q: 3 clusters Score -287489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -287498.812500 Penalty: 3985.337646
	Iteration 47Q: 3 clusters Score -287498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -287509.937500 Penalty: 3985.337646
	Iteration 48Q: 3 clusters Score -287509.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -287521.531250 Penalty: 3985.337646
	Iteration 49Q: 3 clusters Score -287521.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -287526.593750 Penalty: 3985.337646
	Iteration 50Q: 3 clusters Score -287526.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -287529.781250 Penalty: 3985.337646
	Iteration 51Q: 3 clusters Score -287529.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -287533.781250 Penalty: 3985.337646
	Iteration 52Q: 3 clusters Score -287533.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -287538.937500 Penalty: 3985.337646
	Iteration 53Q: 3 clusters Score -287538.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -287543.687500 Penalty: 3985.337646
	Iteration 54Q: 3 clusters Score -287543.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -287545.656250 Penalty: 3985.337646
	Iteration 55Q: 3 clusters Score -287545.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -287547.500000 Penalty: 3985.337646
	Iteration 56Q: 3 clusters Score -287547.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -287552.593750 Penalty: 3985.337646
	Iteration 57Q: 3 clusters Score -287552.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -287556.656250 Penalty: 3985.337646
	Iteration 58Q: 3 clusters Score -287556.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -287559.687500 Penalty: 3985.337646
	Iteration 59Q: 3 clusters Score -287559.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -287562.687500 Penalty: 3985.337646
	Iteration 60F: 3 clusters Score -287562.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -287564.250000 Penalty: 3985.337646
	Iteration 61Q: 3 clusters Score -287564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -287566.500000 Penalty: 3985.337646
	Iteration 62Q: 3 clusters Score -287566.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -287566.781250 Penalty: 3985.337646
	Iteration 63Q: 3 clusters Score -287566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -287567.312500 Penalty: 3985.337646
	Iteration 64Q: 3 clusters Score -287567.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -287567.312500 Penalty: 3985.337646
	Iteration 65F: 3 clusters Score -287567.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Entering Unmasked Estep 
Score: -716181.062500 Penalty: 2187.972412
	Iteration 0F: 2 clusters Score -716181.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -710558.437500 Penalty: 4375.944824
	Iteration 0F: 3 clusters Score -710558.4 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -711996.187500 Penalty: 4375.944824
	Iteration 1F: 3 clusters Score -711996.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -712188.812500 Penalty: 4375.944824
	Iteration 2F: 3 clusters Score -712188.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -712331.250000 Penalty: 4375.944824
	Iteration 3Q: 3 clusters Score -712331.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -712458.562500 Penalty: 4375.944824
	Iteration 4Q: 3 clusters Score -712458.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -712572.625000 Penalty: 4375.944824
	Iteration 5Q: 3 clusters Score -712572.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -712675.687500 Penalty: 4375.944824
	Iteration 6Q: 3 clusters Score -712675.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -712767.312500 Penalty: 4375.944824
	Iteration 7Q: 3 clusters Score -712767.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -712853.437500 Penalty: 4375.944824
	Iteration 8Q: 3 clusters Score -712853.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -712941.000000 Penalty: 4375.944824
	Iteration 9Q: 3 clusters Score -712941 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -713041.000000 Penalty: 4375.944824
	Iteration 10Q: 3 clusters Score -713041 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -713124.812500 Penalty: 4375.944824
	Iteration 11Q: 3 clusters Score -713124.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -713214.625000 Penalty: 4375.944824
	Iteration 12Q: 3 clusters Score -713214.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -713321.375000 Penalty: 4375.944824
	Iteration 13Q: 3 clusters Score -713321.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -713418.625000 Penalty: 4375.944824
	Iteration 14Q: 3 clusters Score -713418.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -713515.625000 Penalty: 4375.944824
	Iteration 15Q: 3 clusters Score -713515.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -713598.187500 Penalty: 4375.944824
	Iteration 16Q: 3 clusters Score -713598.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -713683.562500 Penalty: 4375.944824
	Iteration 17Q: 3 clusters Score -713683.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -713745.312500 Penalty: 4375.944824
	Iteration 18Q: 3 clusters Score -713745.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -713812.625000 Penalty: 4375.944824
	Iteration 19Q: 3 clusters Score -713812.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -713877.812500 Penalty: 4375.944824
	Iteration 20F: 3 clusters Score -713877.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -713928.750000 Penalty: 4375.944824
	Iteration 21Q: 3 clusters Score -713928.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -713960.750000 Penalty: 4375.944824
	Iteration 22Q: 3 clusters Score -713960.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -713994.812500 Penalty: 4375.944824
	Iteration 23Q: 3 clusters Score -713994.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -714040.312500 Penalty: 4375.944824
	Iteration 24Q: 3 clusters Score -714040.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -714074.250000 Penalty: 4375.944824
	Iteration 25Q: 3 clusters Score -714074.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -714099.812500 Penalty: 4375.944824
	Iteration 26Q: 3 clusters Score -714099.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -714120.375000 Penalty: 4375.944824
	Iteration 27Q: 3 clusters Score -714120.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -714133.437500 Penalty: 4375.944824
	Iteration 28Q: 3 clusters Score -714133.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -714141.562500 Penalty: 4375.944824
	Iteration 29Q: 3 clusters Score -714141.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -714152.375000 Penalty: 4375.944824
	Iteration 30Q: 3 clusters Score -714152.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -714163.125000 Penalty: 4375.944824
	Iteration 31Q: 3 clusters Score -714163.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -714172.562500 Penalty: 4375.944824
	Iteration 32Q: 3 clusters Score -714172.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -714186.625000 Penalty: 4375.944824
	Iteration 33Q: 3 clusters Score -714186.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -714195.875000 Penalty: 4375.944824
	Iteration 34Q: 3 clusters Score -714195.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -714203.437500 Penalty: 4375.944824
	Iteration 35Q: 3 clusters Score -714203.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -714212.812500 Penalty: 4375.944824
	Iteration 36Q: 3 clusters Score -714212.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -714219.750000 Penalty: 4375.944824
	Iteration 37Q: 3 clusters Score -714219.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -714227.375000 Penalty: 4375.944824
	Iteration 38Q: 3 clusters Score -714227.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -714231.250000 Penalty: 4375.944824
	Iteration 39Q: 3 clusters Score -714231.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -714235.187500 Penalty: 4375.944824
	Iteration 40F: 3 clusters Score -714235.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -714238.062500 Penalty: 4375.944824
	Iteration 41Q: 3 clusters Score -714238.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -714241.312500 Penalty: 4375.944824
	Iteration 42Q: 3 clusters Score -714241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -714242.875000 Penalty: 4375.944824
	Iteration 43Q: 3 clusters Score -714242.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -714249.500000 Penalty: 4375.944824
	Iteration 44Q: 3 clusters Score -714249.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -714250.562500 Penalty: 4375.944824
	Iteration 45Q: 3 clusters Score -714250.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -714253.750000 Penalty: 4375.944824
	Iteration 46Q: 3 clusters Score -714253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -714257.937500 Penalty: 4375.944824
	Iteration 47Q: 3 clusters Score -714257.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -714260.437500 Penalty: 4375.944824
	Iteration 48Q: 3 clusters Score -714260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -714262.125000 Penalty: 4375.944824
	Iteration 49Q: 3 clusters Score -714262.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -714267.875000 Penalty: 4375.944824
	Iteration 50Q: 3 clusters Score -714267.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -714270.312500 Penalty: 4375.944824
	Iteration 51Q: 3 clusters Score -714270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -714271.875000 Penalty: 4375.944824
	Iteration 52Q: 3 clusters Score -714271.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -714271.875000 Penalty: 4375.944824
	Iteration 53F: 3 clusters Score -714271.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -345658.718750 Penalty: 2021.959351
	Iteration 0F: 2 clusters Score -345658.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -342135.062500 Penalty: 4043.918701
	Iteration 0F: 3 clusters Score -342135.1 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -342897.625000 Penalty: 4043.918701
	Iteration 1F: 3 clusters Score -342897.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -343039.968750 Penalty: 4043.918701
	Iteration 2F: 3 clusters Score -343040 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -343120.312500 Penalty: 4043.918701
	Iteration 3Q: 3 clusters Score -343120.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -343159.281250 Penalty: 4043.918701
	Iteration 4Q: 3 clusters Score -343159.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -343185.500000 Penalty: 4043.918701
	Iteration 5Q: 3 clusters Score -343185.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -343211.812500 Penalty: 4043.918701
	Iteration 6Q: 3 clusters Score -343211.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -343238.312500 Penalty: 4043.918701
	Iteration 7Q: 3 clusters Score -343238.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -343251.250000 Penalty: 4043.918701
	Iteration 8Q: 3 clusters Score -343251.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -343263.500000 Penalty: 4043.918701
	Iteration 9Q: 3 clusters Score -343263.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -343272.187500 Penalty: 4043.918701
	Iteration 10Q: 3 clusters Score -343272.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -343282.562500 Penalty: 4043.918701
	Iteration 11Q: 3 clusters Score -343282.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -343290.781250 Penalty: 4043.918701
	Iteration 12Q: 3 clusters Score -343290.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -343296.531250 Penalty: 4043.918701
	Iteration 13Q: 3 clusters Score -343296.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -343303.187500 Penalty: 4043.918701
	Iteration 14Q: 3 clusters Score -343303.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -343307.937500 Penalty: 4043.918701
	Iteration 15Q: 3 clusters Score -343307.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -343313.125000 Penalty: 4043.918701
	Iteration 16Q: 3 clusters Score -343313.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -343315.625000 Penalty: 4043.918701
	Iteration 17Q: 3 clusters Score -343315.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -343318.500000 Penalty: 4043.918701
	Iteration 18Q: 3 clusters Score -343318.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -343322.031250 Penalty: 4043.918701
	Iteration 19Q: 3 clusters Score -343322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -343326.218750 Penalty: 4043.918701
	Iteration 20F: 3 clusters Score -343326.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -343330.625000 Penalty: 4043.918701
	Iteration 21Q: 3 clusters Score -343330.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -343334.781250 Penalty: 4043.918701
	Iteration 22Q: 3 clusters Score -343334.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -343337.718750 Penalty: 4043.918701
	Iteration 23Q: 3 clusters Score -343337.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -343342.843750 Penalty: 4043.918701
	Iteration 24Q: 3 clusters Score -343342.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -343346.562500 Penalty: 4043.918701
	Iteration 25Q: 3 clusters Score -343346.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -343348.843750 Penalty: 4043.918701
	Iteration 26Q: 3 clusters Score -343348.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -343352.437500 Penalty: 4043.918701
	Iteration 27Q: 3 clusters Score -343352.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -343353.375000 Penalty: 4043.918701
	Iteration 28Q: 3 clusters Score -343353.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -343354.000000 Penalty: 4043.918701
	Iteration 29Q: 3 clusters Score -343354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -343355.968750 Penalty: 4043.918701
	Iteration 30Q: 3 clusters Score -343356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -343358.406250 Penalty: 4043.918701
	Iteration 31Q: 3 clusters Score -343358.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -343361.437500 Penalty: 4043.918701
	Iteration 32Q: 3 clusters Score -343361.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -343365.187500 Penalty: 4043.918701
	Iteration 33Q: 3 clusters Score -343365.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -343369.218750 Penalty: 4043.918701
	Iteration 34Q: 3 clusters Score -343369.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -343373.093750 Penalty: 4043.918701
	Iteration 35Q: 3 clusters Score -343373.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -343378.000000 Penalty: 4043.918701
	Iteration 36Q: 3 clusters Score -343378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -343381.687500 Penalty: 4043.918701
	Iteration 37Q: 3 clusters Score -343381.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -343385.187500 Penalty: 4043.918701
	Iteration 38Q: 3 clusters Score -343385.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -343387.437500 Penalty: 4043.918701
	Iteration 39Q: 3 clusters Score -343387.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -343389.656250 Penalty: 4043.918701
	Iteration 40F: 3 clusters Score -343389.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -343392.968750 Penalty: 4043.918701
	Iteration 41Q: 3 clusters Score -343393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -343395.187500 Penalty: 4043.918701
	Iteration 42Q: 3 clusters Score -343395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -343396.312500 Penalty: 4043.918701
	Iteration 43Q: 3 clusters Score -343396.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -343396.281250 Penalty: 4043.918701
	Iteration 44Q: 3 clusters Score -343396.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -343396.281250 Penalty: 4043.918701
	Iteration 45F: 3 clusters Score -343396.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Entering Unmasked Estep 
Score: -313335.437500 Penalty: 1997.364014
	Iteration 0F: 2 clusters Score -313335.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -309929.437500 Penalty: 3994.728027
	Iteration 0F: 3 clusters Score -309929.4 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -310642.875000 Penalty: 3994.728027
	Iteration 1F: 3 clusters Score -310642.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -310809.250000 Penalty: 3994.728027
	Iteration 2F: 3 clusters Score -310809.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -310895.906250 Penalty: 3994.728027
	Iteration 3Q: 3 clusters Score -310895.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -310942.562500 Penalty: 3994.728027
	Iteration 4Q: 3 clusters Score -310942.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -310976.062500 Penalty: 3994.728027
	Iteration 5Q: 3 clusters Score -310976.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -311001.062500 Penalty: 3994.728027
	Iteration 6Q: 3 clusters Score -311001.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -311021.750000 Penalty: 3994.728027
	Iteration 7Q: 3 clusters Score -311021.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -311031.187500 Penalty: 3994.728027
	Iteration 8Q: 3 clusters Score -311031.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -311038.437500 Penalty: 3994.728027
	Iteration 9Q: 3 clusters Score -311038.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -311042.406250 Penalty: 3994.728027
	Iteration 10Q: 3 clusters Score -311042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -311045.531250 Penalty: 3994.728027
	Iteration 11Q: 3 clusters Score -311045.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -311047.656250 Penalty: 3994.728027
	Iteration 12Q: 3 clusters Score -311047.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -311049.343750 Penalty: 3994.728027
	Iteration 13Q: 3 clusters Score -311049.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -311051.843750 Penalty: 3994.728027
	Iteration 14Q: 3 clusters Score -311051.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -311054.468750 Penalty: 3994.728027
	Iteration 15Q: 3 clusters Score -311054.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -311056.718750 Penalty: 3994.728027
	Iteration 16Q: 3 clusters Score -311056.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -311058.562500 Penalty: 3994.728027
	Iteration 17Q: 3 clusters Score -311058.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -311061.875000 Penalty: 3994.728027
	Iteration 18Q: 3 clusters Score -311061.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -311063.343750 Penalty: 3994.728027
	Iteration 19Q: 3 clusters Score -311063.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -311064.187500 Penalty: 3994.728027
	Iteration 20F: 3 clusters Score -311064.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -311065.437500 Penalty: 3994.728027
	Iteration 21Q: 3 clusters Score -311065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -311065.562500 Penalty: 3994.728027
	Iteration 22Q: 3 clusters Score -311065.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -311067.093750 Penalty: 3994.728027
	Iteration 23Q: 3 clusters Score -311067.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -311068.093750 Penalty: 3994.728027
	Iteration 24Q: 3 clusters Score -311068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -311069.406250 Penalty: 3994.728027
	Iteration 25Q: 3 clusters Score -311069.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -311069.406250 Penalty: 3994.728027
	Iteration 26F: 3 clusters Score -311069.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (284899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284899 members 
Entering Unmasked Estep 
Score: -28514508.000000 Penalty: 3114.852783
	Iteration 0F: 2 clusters Score -2.851451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142541 members 
Mstep: Class 2 contains 142358 members 
Entering Unmasked Estep 
Score: -28334236.000000 Penalty: 6229.705566
	Iteration 0F: 3 clusters Score -2.833424e+07 nChanged 137725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144764 members 
Mstep: Class 2 contains 140135 members 
Entering Unmasked Estep 
Score: -28416976.000000 Penalty: 6229.705566
	Iteration 1F: 3 clusters Score -2.841698e+07 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145594 members 
Mstep: Class 2 contains 139305 members 
Entering Unmasked Estep 
Score: -28419482.000000 Penalty: 6229.705566
	Iteration 2Q: 3 clusters Score -2.841948e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146681 members 
Mstep: Class 2 contains 138218 members 
Entering Unmasked Estep 
Score: -28422848.000000 Penalty: 6229.705566
	Iteration 3Q: 3 clusters Score -2.842285e+07 nChanged 11814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148133 members 
Mstep: Class 2 contains 136766 members 
Entering Unmasked Estep 
Score: -28427896.000000 Penalty: 6229.705566
	Iteration 4Q: 3 clusters Score -2.84279e+07 nChanged 14339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150052 members 
Mstep: Class 2 contains 134847 members 
Entering Unmasked Estep 
Score: -28435810.000000 Penalty: 6229.705566
	Iteration 5F: 3 clusters Score -2.843581e+07 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153202 members 
Mstep: Class 2 contains 131697 members 
Entering Unmasked Estep 
Score: -28446616.000000 Penalty: 6229.705566
	Iteration 6F: 3 clusters Score -2.844662e+07 nChanged 18749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158223 members 
Mstep: Class 2 contains 126676 members 
Entering Unmasked Estep 
Score: -28460096.000000 Penalty: 6229.705566
	Iteration 7F: 3 clusters Score -2.84601e+07 nChanged 19111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165452 members 
Mstep: Class 2 contains 119447 members 
Entering Unmasked Estep 
Score: -28474388.000000 Penalty: 6229.705566
	Iteration 8F: 3 clusters Score -2.847439e+07 nChanged 16795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173167 members 
Mstep: Class 2 contains 111732 members 
Entering Unmasked Estep 
Score: -28485982.000000 Penalty: 6229.705566
	Iteration 9F: 3 clusters Score -2.848598e+07 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180022 members 
Mstep: Class 2 contains 104877 members 
Entering Unmasked Estep 
Score: -28492218.000000 Penalty: 6229.705566
	Iteration 10Q: 3 clusters Score -2.849222e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185925 members 
Mstep: Class 2 contains 98974 members 
Entering Unmasked Estep 
Score: -28495668.000000 Penalty: 6229.705566
	Iteration 11Q: 3 clusters Score -2.849567e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191325 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -28497920.000000 Penalty: 6229.705566
	Iteration 12Q: 3 clusters Score -2.849792e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196320 members 
Mstep: Class 2 contains 88579 members 
Entering Unmasked Estep 
Score: -28500124.000000 Penalty: 6229.705566
	Iteration 13Q: 3 clusters Score -2.850012e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200986 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -28502132.000000 Penalty: 6229.705566
	Iteration 14Q: 3 clusters Score -2.850213e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205427 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
Score: -28504064.000000 Penalty: 6229.705566
	Iteration 15Q: 3 clusters Score -2.850406e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209557 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -28505608.000000 Penalty: 6229.705566
	Iteration 16Q: 3 clusters Score -2.850561e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213281 members 
Mstep: Class 2 contains 71618 members 
Entering Unmasked Estep 
Score: -28506964.000000 Penalty: 6229.705566
	Iteration 17Q: 3 clusters Score -2.850696e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216610 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -28507792.000000 Penalty: 6229.705566
	Iteration 18Q: 3 clusters Score -2.850779e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219633 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -28508510.000000 Penalty: 6229.705566
	Iteration 19Q: 3 clusters Score -2.850851e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222420 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -28509118.000000 Penalty: 6229.705566
	Iteration 20F: 3 clusters Score -2.850912e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224870 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -28509492.000000 Penalty: 6229.705566
	Iteration 21Q: 3 clusters Score -2.850949e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227123 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -28509736.000000 Penalty: 6229.705566
	Iteration 22Q: 3 clusters Score -2.850974e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229210 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -28510174.000000 Penalty: 6229.705566
	Iteration 23Q: 3 clusters Score -2.851017e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231255 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -28510486.000000 Penalty: 6229.705566
	Iteration 24Q: 3 clusters Score -2.851049e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233187 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -28510842.000000 Penalty: 6229.705566
	Iteration 25Q: 3 clusters Score -2.851084e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234963 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -28511234.000000 Penalty: 6229.705566
	Iteration 26Q: 3 clusters Score -2.851123e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236551 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -28511332.000000 Penalty: 6229.705566
	Iteration 27Q: 3 clusters Score -2.851133e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237951 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -28511448.000000 Penalty: 6229.705566
	Iteration 28Q: 3 clusters Score -2.851145e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239269 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -28511476.000000 Penalty: 6229.705566
	Iteration 29Q: 3 clusters Score -2.851148e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240463 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -28511586.000000 Penalty: 6229.705566
	Iteration 30Q: 3 clusters Score -2.851159e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241516 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -28511582.000000 Penalty: 6229.705566
	Iteration 31Q: 3 clusters Score -2.851158e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242519 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -28511550.000000 Penalty: 6229.705566
	Iteration 32Q: 3 clusters Score -2.851155e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243400 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -28511534.000000 Penalty: 6229.705566
	Iteration 33Q: 3 clusters Score -2.851153e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244250 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -28511566.000000 Penalty: 6229.705566
	Iteration 34Q: 3 clusters Score -2.851157e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245052 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -28511640.000000 Penalty: 6229.705566
	Iteration 35Q: 3 clusters Score -2.851164e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245767 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -28511598.000000 Penalty: 6229.705566
	Iteration 36Q: 3 clusters Score -2.85116e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246415 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -28511562.000000 Penalty: 6229.705566
	Iteration 37Q: 3 clusters Score -2.851156e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247054 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -28511552.000000 Penalty: 6229.705566
	Iteration 38Q: 3 clusters Score -2.851155e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247685 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -28511504.000000 Penalty: 6229.705566
	Iteration 39Q: 3 clusters Score -2.85115e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248319 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -28511552.000000 Penalty: 6229.705566
	Iteration 40F: 3 clusters Score -2.851155e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248997 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -28511536.000000 Penalty: 6229.705566
	Iteration 41Q: 3 clusters Score -2.851154e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249595 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -28511528.000000 Penalty: 6229.705566
	Iteration 42Q: 3 clusters Score -2.851153e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250167 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -28511506.000000 Penalty: 6229.705566
	Iteration 43Q: 3 clusters Score -2.851151e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250729 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -28511438.000000 Penalty: 6229.705566
	Iteration 44Q: 3 clusters Score -2.851144e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251271 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -28511364.000000 Penalty: 6229.705566
	Iteration 45Q: 3 clusters Score -2.851136e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251772 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -28511298.000000 Penalty: 6229.705566
	Iteration 46Q: 3 clusters Score -2.85113e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252267 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -28511470.000000 Penalty: 6229.705566
	Iteration 47Q: 3 clusters Score -2.851147e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252733 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -28511466.000000 Penalty: 6229.705566
	Iteration 48Q: 3 clusters Score -2.851147e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253182 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -28511424.000000 Penalty: 6229.705566
	Iteration 49Q: 3 clusters Score -2.851142e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253629 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -28511400.000000 Penalty: 6229.705566
	Iteration 50Q: 3 clusters Score -2.85114e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254079 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -28511416.000000 Penalty: 6229.705566
	Iteration 51Q: 3 clusters Score -2.851142e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254508 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -28511416.000000 Penalty: 6229.705566
	Iteration 52Q: 3 clusters Score -2.851142e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254944 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -28511430.000000 Penalty: 6229.705566
	Iteration 53Q: 3 clusters Score -2.851143e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255324 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -28511404.000000 Penalty: 6229.705566
	Iteration 54Q: 3 clusters Score -2.85114e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255674 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -28511476.000000 Penalty: 6229.705566
	Iteration 55Q: 3 clusters Score -2.851148e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256025 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -28511436.000000 Penalty: 6229.705566
	Iteration 56Q: 3 clusters Score -2.851144e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256361 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -28511452.000000 Penalty: 6229.705566
	Iteration 57Q: 3 clusters Score -2.851145e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256726 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -28511462.000000 Penalty: 6229.705566
	Iteration 58Q: 3 clusters Score -2.851146e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257090 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -28511498.000000 Penalty: 6229.705566
	Iteration 59Q: 3 clusters Score -2.85115e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257452 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -28511438.000000 Penalty: 6229.705566
	Iteration 60F: 3 clusters Score -2.851144e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257798 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -28511408.000000 Penalty: 6229.705566
	Iteration 61Q: 3 clusters Score -2.851141e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258145 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -28511458.000000 Penalty: 6229.705566
	Iteration 62Q: 3 clusters Score -2.851146e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258483 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -28511462.000000 Penalty: 6229.705566
	Iteration 63Q: 3 clusters Score -2.851146e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258824 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -28511484.000000 Penalty: 6229.705566
	Iteration 64Q: 3 clusters Score -2.851148e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259175 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -28511392.000000 Penalty: 6229.705566
	Iteration 65Q: 3 clusters Score -2.851139e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259486 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -28511440.000000 Penalty: 6229.705566
	Iteration 66Q: 3 clusters Score -2.851144e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259754 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -28511476.000000 Penalty: 6229.705566
	Iteration 67Q: 3 clusters Score -2.851148e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260022 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -28511484.000000 Penalty: 6229.705566
	Iteration 68Q: 3 clusters Score -2.851148e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260289 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -28511454.000000 Penalty: 6229.705566
	Iteration 69Q: 3 clusters Score -2.851145e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260557 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -28511490.000000 Penalty: 6229.705566
	Iteration 70Q: 3 clusters Score -2.851149e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260817 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -28511506.000000 Penalty: 6229.705566
	Iteration 71Q: 3 clusters Score -2.851151e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261086 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -28511548.000000 Penalty: 6229.705566
	Iteration 72Q: 3 clusters Score -2.851155e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261366 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -28511536.000000 Penalty: 6229.705566
	Iteration 73Q: 3 clusters Score -2.851154e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261677 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -28511588.000000 Penalty: 6229.705566
	Iteration 74Q: 3 clusters Score -2.851159e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261974 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -28511538.000000 Penalty: 6229.705566
	Iteration 75Q: 3 clusters Score -2.851154e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262252 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -28511488.000000 Penalty: 6229.705566
	Iteration 76Q: 3 clusters Score -2.851149e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262500 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -28511544.000000 Penalty: 6229.705566
	Iteration 77Q: 3 clusters Score -2.851154e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262748 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -28511576.000000 Penalty: 6229.705566
	Iteration 78Q: 3 clusters Score -2.851158e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263037 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -28511558.000000 Penalty: 6229.705566
	Iteration 79Q: 3 clusters Score -2.851156e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263289 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -28511554.000000 Penalty: 6229.705566
	Iteration 80F: 3 clusters Score -2.851155e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263567 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -28511594.000000 Penalty: 6229.705566
	Iteration 81Q: 3 clusters Score -2.851159e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263815 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -28511606.000000 Penalty: 6229.705566
	Iteration 82Q: 3 clusters Score -2.851161e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264039 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -28511634.000000 Penalty: 6229.705566
	Iteration 83Q: 3 clusters Score -2.851163e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264264 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -28511648.000000 Penalty: 6229.705566
	Iteration 84Q: 3 clusters Score -2.851165e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264481 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -28511698.000000 Penalty: 6229.705566
	Iteration 85Q: 3 clusters Score -2.85117e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264685 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -28511726.000000 Penalty: 6229.705566
	Iteration 86Q: 3 clusters Score -2.851173e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264881 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -28511774.000000 Penalty: 6229.705566
	Iteration 87Q: 3 clusters Score -2.851177e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265075 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -28511752.000000 Penalty: 6229.705566
	Iteration 88Q: 3 clusters Score -2.851175e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265274 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -28511796.000000 Penalty: 6229.705566
	Iteration 89Q: 3 clusters Score -2.85118e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265475 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -28511826.000000 Penalty: 6229.705566
	Iteration 90Q: 3 clusters Score -2.851183e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265673 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -28511862.000000 Penalty: 6229.705566
	Iteration 91Q: 3 clusters Score -2.851186e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265865 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -28511846.000000 Penalty: 6229.705566
	Iteration 92Q: 3 clusters Score -2.851185e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266048 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -28511878.000000 Penalty: 6229.705566
	Iteration 93Q: 3 clusters Score -2.851188e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266212 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -28511924.000000 Penalty: 6229.705566
	Iteration 94Q: 3 clusters Score -2.851192e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266376 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -28511898.000000 Penalty: 6229.705566
	Iteration 95Q: 3 clusters Score -2.85119e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266528 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -28511932.000000 Penalty: 6229.705566
	Iteration 96Q: 3 clusters Score -2.851193e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266681 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -28511900.000000 Penalty: 6229.705566
	Iteration 97Q: 3 clusters Score -2.85119e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266832 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -28511872.000000 Penalty: 6229.705566
	Iteration 98Q: 3 clusters Score -2.851187e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266974 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -28511970.000000 Penalty: 6229.705566
	Iteration 99Q: 3 clusters Score -2.851197e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267112 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -28512012.000000 Penalty: 6229.705566
	Iteration 100F: 3 clusters Score -2.851201e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267244 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -28512020.000000 Penalty: 6229.705566
	Iteration 101Q: 3 clusters Score -2.851202e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267359 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -28512024.000000 Penalty: 6229.705566
	Iteration 102Q: 3 clusters Score -2.851202e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267484 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -28512028.000000 Penalty: 6229.705566
	Iteration 103Q: 3 clusters Score -2.851203e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267619 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -28512050.000000 Penalty: 6229.705566
	Iteration 104Q: 3 clusters Score -2.851205e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267746 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -28512102.000000 Penalty: 6229.705566
	Iteration 105Q: 3 clusters Score -2.85121e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267867 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -28512102.000000 Penalty: 6229.705566
	Iteration 106Q: 3 clusters Score -2.85121e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267979 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -28512110.000000 Penalty: 6229.705566
	Iteration 107Q: 3 clusters Score -2.851211e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268079 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -28512092.000000 Penalty: 6229.705566
	Iteration 108Q: 3 clusters Score -2.851209e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268171 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -28512090.000000 Penalty: 6229.705566
	Iteration 109Q: 3 clusters Score -2.851209e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268258 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -28512052.000000 Penalty: 6229.705566
	Iteration 110Q: 3 clusters Score -2.851205e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268350 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -28512052.000000 Penalty: 6229.705566
	Iteration 111Q: 3 clusters Score -2.851205e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268443 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -28512058.000000 Penalty: 6229.705566
	Iteration 112Q: 3 clusters Score -2.851206e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268545 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -28512072.000000 Penalty: 6229.705566
	Iteration 113Q: 3 clusters Score -2.851207e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268635 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -28512050.000000 Penalty: 6229.705566
	Iteration 114Q: 3 clusters Score -2.851205e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268719 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -28512046.000000 Penalty: 6229.705566
	Iteration 115Q: 3 clusters Score -2.851205e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268795 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -28512062.000000 Penalty: 6229.705566
	Iteration 116Q: 3 clusters Score -2.851206e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268883 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -28512108.000000 Penalty: 6229.705566
	Iteration 117Q: 3 clusters Score -2.851211e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268968 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -28512082.000000 Penalty: 6229.705566
	Iteration 118Q: 3 clusters Score -2.851208e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269054 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -28512118.000000 Penalty: 6229.705566
	Iteration 119Q: 3 clusters Score -2.851212e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269134 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -28512114.000000 Penalty: 6229.705566
	Iteration 120F: 3 clusters Score -2.851211e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269210 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -28512134.000000 Penalty: 6229.705566
	Iteration 121Q: 3 clusters Score -2.851213e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269282 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -28512148.000000 Penalty: 6229.705566
	Iteration 122Q: 3 clusters Score -2.851215e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269353 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -28512150.000000 Penalty: 6229.705566
	Iteration 123Q: 3 clusters Score -2.851215e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269423 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -28512140.000000 Penalty: 6229.705566
	Iteration 124Q: 3 clusters Score -2.851214e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269515 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -28512160.000000 Penalty: 6229.705566
	Iteration 125Q: 3 clusters Score -2.851216e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269602 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -28512180.000000 Penalty: 6229.705566
	Iteration 126Q: 3 clusters Score -2.851218e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269688 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -28512208.000000 Penalty: 6229.705566
	Iteration 127Q: 3 clusters Score -2.851221e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269759 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -28512220.000000 Penalty: 6229.705566
	Iteration 128Q: 3 clusters Score -2.851222e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269819 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -28512260.000000 Penalty: 6229.705566
	Iteration 129Q: 3 clusters Score -2.851226e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269880 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -28512300.000000 Penalty: 6229.705566
	Iteration 130Q: 3 clusters Score -2.85123e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269949 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -28512272.000000 Penalty: 6229.705566
	Iteration 131Q: 3 clusters Score -2.851227e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270014 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -28512298.000000 Penalty: 6229.705566
	Iteration 132Q: 3 clusters Score -2.85123e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270071 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -28512256.000000 Penalty: 6229.705566
	Iteration 133Q: 3 clusters Score -2.851226e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270119 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -28512272.000000 Penalty: 6229.705566
	Iteration 134Q: 3 clusters Score -2.851227e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270174 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -28512296.000000 Penalty: 6229.705566
	Iteration 135Q: 3 clusters Score -2.85123e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270234 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -28512312.000000 Penalty: 6229.705566
	Iteration 136Q: 3 clusters Score -2.851231e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270274 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -28512276.000000 Penalty: 6229.705566
	Iteration 137Q: 3 clusters Score -2.851228e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270322 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -28512300.000000 Penalty: 6229.705566
	Iteration 138Q: 3 clusters Score -2.85123e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270356 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -28512310.000000 Penalty: 6229.705566
	Iteration 139Q: 3 clusters Score -2.851231e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270395 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -28512300.000000 Penalty: 6229.705566
	Iteration 140F: 3 clusters Score -2.85123e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270420 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -28512332.000000 Penalty: 6229.705566
	Iteration 141Q: 3 clusters Score -2.851233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270447 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -28512348.000000 Penalty: 6229.705566
	Iteration 142Q: 3 clusters Score -2.851235e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270486 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -28512338.000000 Penalty: 6229.705566
	Iteration 143Q: 3 clusters Score -2.851234e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270521 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -28512348.000000 Penalty: 6229.705566
	Iteration 144Q: 3 clusters Score -2.851235e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270561 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -28512348.000000 Penalty: 6229.705566
	Iteration 145Q: 3 clusters Score -2.851235e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270596 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -28512390.000000 Penalty: 6229.705566
	Iteration 146Q: 3 clusters Score -2.851239e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270627 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -28512402.000000 Penalty: 6229.705566
	Iteration 147Q: 3 clusters Score -2.85124e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270654 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -28512406.000000 Penalty: 6229.705566
	Iteration 148Q: 3 clusters Score -2.851241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270684 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -28512390.000000 Penalty: 6229.705566
	Iteration 149Q: 3 clusters Score -2.851239e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270717 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -28512402.000000 Penalty: 6229.705566
	Iteration 150Q: 3 clusters Score -2.85124e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270751 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -28512412.000000 Penalty: 6229.705566
	Iteration 151Q: 3 clusters Score -2.851241e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270791 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -28512400.000000 Penalty: 6229.705566
	Iteration 152Q: 3 clusters Score -2.85124e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270825 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -28512428.000000 Penalty: 6229.705566
	Iteration 153Q: 3 clusters Score -2.851243e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270868 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -28512406.000000 Penalty: 6229.705566
	Iteration 154Q: 3 clusters Score -2.851241e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270908 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -28512432.000000 Penalty: 6229.705566
	Iteration 155Q: 3 clusters Score -2.851243e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270946 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -28512432.000000 Penalty: 6229.705566
	Iteration 156Q: 3 clusters Score -2.851243e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270984 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -28512454.000000 Penalty: 6229.705566
	Iteration 157Q: 3 clusters Score -2.851245e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271023 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -28512464.000000 Penalty: 6229.705566
	Iteration 158Q: 3 clusters Score -2.851246e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271055 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -28512458.000000 Penalty: 6229.705566
	Iteration 159Q: 3 clusters Score -2.851246e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271088 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -28512488.000000 Penalty: 6229.705566
	Iteration 160F: 3 clusters Score -2.851249e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271118 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -28512488.000000 Penalty: 6229.705566
	Iteration 161Q: 3 clusters Score -2.851249e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271159 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -28512476.000000 Penalty: 6229.705566
	Iteration 162Q: 3 clusters Score -2.851248e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271185 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -28512448.000000 Penalty: 6229.705566
	Iteration 163Q: 3 clusters Score -2.851245e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271209 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -28512442.000000 Penalty: 6229.705566
	Iteration 164Q: 3 clusters Score -2.851244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271236 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -28512450.000000 Penalty: 6229.705566
	Iteration 165Q: 3 clusters Score -2.851245e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271261 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -28512430.000000 Penalty: 6229.705566
	Iteration 166Q: 3 clusters Score -2.851243e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271285 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -28512434.000000 Penalty: 6229.705566
	Iteration 167Q: 3 clusters Score -2.851243e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271305 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -28512464.000000 Penalty: 6229.705566
	Iteration 168Q: 3 clusters Score -2.851246e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271327 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -28512452.000000 Penalty: 6229.705566
	Iteration 169Q: 3 clusters Score -2.851245e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271357 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -28512464.000000 Penalty: 6229.705566
	Iteration 170Q: 3 clusters Score -2.851246e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271390 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -28512476.000000 Penalty: 6229.705566
	Iteration 171Q: 3 clusters Score -2.851248e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271419 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -28512470.000000 Penalty: 6229.705566
	Iteration 172Q: 3 clusters Score -2.851247e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271446 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -28512462.000000 Penalty: 6229.705566
	Iteration 173Q: 3 clusters Score -2.851246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271470 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -28512480.000000 Penalty: 6229.705566
	Iteration 174Q: 3 clusters Score -2.851248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271487 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -28512484.000000 Penalty: 6229.705566
	Iteration 175Q: 3 clusters Score -2.851248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271507 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -28512488.000000 Penalty: 6229.705566
	Iteration 176Q: 3 clusters Score -2.851249e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271533 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -28512504.000000 Penalty: 6229.705566
	Iteration 177Q: 3 clusters Score -2.85125e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271556 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -28512458.000000 Penalty: 6229.705566
	Iteration 178Q: 3 clusters Score -2.851246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271571 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -28512470.000000 Penalty: 6229.705566
	Iteration 179Q: 3 clusters Score -2.851247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271588 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -28512472.000000 Penalty: 6229.705566
	Iteration 180F: 3 clusters Score -2.851247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271604 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -28512448.000000 Penalty: 6229.705566
	Iteration 181Q: 3 clusters Score -2.851245e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271625 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -28512448.000000 Penalty: 6229.705566
	Iteration 182Q: 3 clusters Score -2.851245e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271660 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -28512452.000000 Penalty: 6229.705566
	Iteration 183Q: 3 clusters Score -2.851245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271689 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -28512444.000000 Penalty: 6229.705566
	Iteration 184Q: 3 clusters Score -2.851244e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271726 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -28512422.000000 Penalty: 6229.705566
	Iteration 185Q: 3 clusters Score -2.851242e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271759 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -28512440.000000 Penalty: 6229.705566
	Iteration 186Q: 3 clusters Score -2.851244e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271790 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -28512450.000000 Penalty: 6229.705566
	Iteration 187Q: 3 clusters Score -2.851245e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271824 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -28512486.000000 Penalty: 6229.705566
	Iteration 188Q: 3 clusters Score -2.851249e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271862 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -28512502.000000 Penalty: 6229.705566
	Iteration 189Q: 3 clusters Score -2.85125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271886 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -28512516.000000 Penalty: 6229.705566
	Iteration 190Q: 3 clusters Score -2.851252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271902 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -28512490.000000 Penalty: 6229.705566
	Iteration 191Q: 3 clusters Score -2.851249e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271922 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -28512510.000000 Penalty: 6229.705566
	Iteration 192Q: 3 clusters Score -2.851251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271943 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -28512528.000000 Penalty: 6229.705566
	Iteration 193Q: 3 clusters Score -2.851253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271953 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -28512520.000000 Penalty: 6229.705566
	Iteration 194Q: 3 clusters Score -2.851252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271959 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -28512518.000000 Penalty: 6229.705566
	Iteration 195Q: 3 clusters Score -2.851252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271966 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -28512534.000000 Penalty: 6229.705566
	Iteration 196Q: 3 clusters Score -2.851253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271972 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -28512516.000000 Penalty: 6229.705566
	Iteration 197Q: 3 clusters Score -2.851252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271980 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -28512500.000000 Penalty: 6229.705566
	Iteration 198Q: 3 clusters Score -2.85125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271984 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -28512534.000000 Penalty: 6229.705566
	Iteration 199Q: 3 clusters Score -2.851253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271985 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -28512526.000000 Penalty: 6229.705566
	Iteration 200F: 3 clusters Score -2.851253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271985 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -28512510.000000 Penalty: 6229.705566
	Iteration 201Q: 3 clusters Score -2.851251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271986 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -28512506.000000 Penalty: 6229.705566
	Iteration 202Q: 3 clusters Score -2.851251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271986 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -28512506.000000 Penalty: 6229.705566
	Iteration 203F: 3 clusters Score -2.851251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Entering Unmasked Estep 
Score: -4392745.000000 Penalty: 2647.802490
	Iteration 0F: 2 clusters Score -4392745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -4363592.500000 Penalty: 5295.604980
	Iteration 0F: 3 clusters Score -4363592 nChanged 19815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -4374826.000000 Penalty: 5295.604980
	Iteration 1F: 3 clusters Score -4374826 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4375715.000000 Penalty: 5295.604980
	Iteration 2Q: 3 clusters Score -4375715 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -4376722.500000 Penalty: 5295.604980
	Iteration 3F: 3 clusters Score -4376722 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -4377869.000000 Penalty: 5295.604980
	Iteration 4F: 3 clusters Score -4377869 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -4379215.500000 Penalty: 5295.604980
	Iteration 5F: 3 clusters Score -4379216 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -4380910.000000 Penalty: 5295.604980
	Iteration 6F: 3 clusters Score -4380910 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4382868.000000 Penalty: 5295.604980
	Iteration 7F: 3 clusters Score -4382868 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -4384787.500000 Penalty: 5295.604980
	Iteration 8F: 3 clusters Score -4384788 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -4386396.000000 Penalty: 5295.604980
	Iteration 9Q: 3 clusters Score -4386396 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4387677.500000 Penalty: 5295.604980
	Iteration 10Q: 3 clusters Score -4387678 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4388584.500000 Penalty: 5295.604980
	Iteration 11Q: 3 clusters Score -4388584 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4389202.500000 Penalty: 5295.604980
	Iteration 12Q: 3 clusters Score -4389202 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4389598.500000 Penalty: 5295.604980
	Iteration 13Q: 3 clusters Score -4389598 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4389843.500000 Penalty: 5295.604980
	Iteration 14Q: 3 clusters Score -4389844 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4389997.500000 Penalty: 5295.604980
	Iteration 15Q: 3 clusters Score -4389998 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4390132.500000 Penalty: 5295.604980
	Iteration 16Q: 3 clusters Score -4390132 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4390205.500000 Penalty: 5295.604980
	Iteration 17Q: 3 clusters Score -4390206 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4390271.000000 Penalty: 5295.604980
	Iteration 18Q: 3 clusters Score -4390271 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4390318.000000 Penalty: 5295.604980
	Iteration 19Q: 3 clusters Score -4390318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4390341.000000 Penalty: 5295.604980
	Iteration 20F: 3 clusters Score -4390341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4390379.500000 Penalty: 5295.604980
	Iteration 21Q: 3 clusters Score -4390380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4390403.500000 Penalty: 5295.604980
	Iteration 22Q: 3 clusters Score -4390404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4390419.500000 Penalty: 5295.604980
	Iteration 23Q: 3 clusters Score -4390420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4390440.000000 Penalty: 5295.604980
	Iteration 24Q: 3 clusters Score -4390440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4390455.500000 Penalty: 5295.604980
	Iteration 25Q: 3 clusters Score -4390456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4390469.000000 Penalty: 5295.604980
	Iteration 26Q: 3 clusters Score -4390469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4390482.000000 Penalty: 5295.604980
	Iteration 27Q: 3 clusters Score -4390482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4390494.000000 Penalty: 5295.604980
	Iteration 28Q: 3 clusters Score -4390494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4390505.500000 Penalty: 5295.604980
	Iteration 29Q: 3 clusters Score -4390506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4390501.000000 Penalty: 5295.604980
	Iteration 30Q: 3 clusters Score -4390501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4390509.500000 Penalty: 5295.604980
	Iteration 31Q: 3 clusters Score -4390510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4390507.500000 Penalty: 5295.604980
	Iteration 32Q: 3 clusters Score -4390508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4390517.500000 Penalty: 5295.604980
	Iteration 33Q: 3 clusters Score -4390518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4390514.500000 Penalty: 5295.604980
	Iteration 34Q: 3 clusters Score -4390514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4390515.000000 Penalty: 5295.604980
	Iteration 35Q: 3 clusters Score -4390515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4390524.500000 Penalty: 5295.604980
	Iteration 36Q: 3 clusters Score -4390524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4390525.500000 Penalty: 5295.604980
	Iteration 37Q: 3 clusters Score -4390526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4390526.000000 Penalty: 5295.604980
	Iteration 38Q: 3 clusters Score -4390526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4390525.500000 Penalty: 5295.604980
	Iteration 39Q: 3 clusters Score -4390526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4390525.500000 Penalty: 5295.604980
	Iteration 40F: 3 clusters Score -4390526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Entering Unmasked Estep 
Score: -1593077.875000 Penalty: 2407.015381
	Iteration 0F: 2 clusters Score -1593078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1581355.125000 Penalty: 4814.030762
	Iteration 0F: 3 clusters Score -1581355 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1585173.250000 Penalty: 4814.030762
	Iteration 1F: 3 clusters Score -1585173 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1585539.625000 Penalty: 4814.030762
	Iteration 2F: 3 clusters Score -1585540 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1585834.375000 Penalty: 4814.030762
	Iteration 3Q: 3 clusters Score -1585834 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1586099.500000 Penalty: 4814.030762
	Iteration 4Q: 3 clusters Score -1586100 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1586370.375000 Penalty: 4814.030762
	Iteration 5Q: 3 clusters Score -1586370 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1586680.625000 Penalty: 4814.030762
	Iteration 6Q: 3 clusters Score -1586681 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1587065.500000 Penalty: 4814.030762
	Iteration 7Q: 3 clusters Score -1587066 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1587597.250000 Penalty: 4814.030762
	Iteration 8F: 3 clusters Score -1587597 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1588282.375000 Penalty: 4814.030762
	Iteration 9F: 3 clusters Score -1588282 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1589023.250000 Penalty: 4814.030762
	Iteration 10F: 3 clusters Score -1589023 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1589674.750000 Penalty: 4814.030762
	Iteration 11F: 3 clusters Score -1589675 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1590227.625000 Penalty: 4814.030762
	Iteration 12Q: 3 clusters Score -1590228 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1590636.750000 Penalty: 4814.030762
	Iteration 13Q: 3 clusters Score -1590637 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1590921.125000 Penalty: 4814.030762
	Iteration 14Q: 3 clusters Score -1590921 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1591106.375000 Penalty: 4814.030762
	Iteration 15Q: 3 clusters Score -1591106 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1591236.250000 Penalty: 4814.030762
	Iteration 16Q: 3 clusters Score -1591236 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1591343.875000 Penalty: 4814.030762
	Iteration 17Q: 3 clusters Score -1591344 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1591408.500000 Penalty: 4814.030762
	Iteration 18Q: 3 clusters Score -1591408 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1591443.500000 Penalty: 4814.030762
	Iteration 19Q: 3 clusters Score -1591444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1591466.000000 Penalty: 4814.030762
	Iteration 20F: 3 clusters Score -1591466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1591490.000000 Penalty: 4814.030762
	Iteration 21Q: 3 clusters Score -1591490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1591497.625000 Penalty: 4814.030762
	Iteration 22Q: 3 clusters Score -1591498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1591504.500000 Penalty: 4814.030762
	Iteration 23Q: 3 clusters Score -1591504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1591510.625000 Penalty: 4814.030762
	Iteration 24Q: 3 clusters Score -1591511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1591511.875000 Penalty: 4814.030762
	Iteration 25Q: 3 clusters Score -1591512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1591515.875000 Penalty: 4814.030762
	Iteration 26Q: 3 clusters Score -1591516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1591523.125000 Penalty: 4814.030762
	Iteration 27Q: 3 clusters Score -1591523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1591528.000000 Penalty: 4814.030762
	Iteration 28Q: 3 clusters Score -1591528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1591528.875000 Penalty: 4814.030762
	Iteration 29Q: 3 clusters Score -1591529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1591531.750000 Penalty: 4814.030762
	Iteration 30Q: 3 clusters Score -1591532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1591536.750000 Penalty: 4814.030762
	Iteration 31Q: 3 clusters Score -1591537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1591540.250000 Penalty: 4814.030762
	Iteration 32Q: 3 clusters Score -1591540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1591542.625000 Penalty: 4814.030762
	Iteration 33Q: 3 clusters Score -1591543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1591549.500000 Penalty: 4814.030762
	Iteration 34Q: 3 clusters Score -1591550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1591553.875000 Penalty: 4814.030762
	Iteration 35Q: 3 clusters Score -1591554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1591557.250000 Penalty: 4814.030762
	Iteration 36Q: 3 clusters Score -1591557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1591559.625000 Penalty: 4814.030762
	Iteration 37Q: 3 clusters Score -1591560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1591558.625000 Penalty: 4814.030762
	Iteration 38Q: 3 clusters Score -1591559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1591564.000000 Penalty: 4814.030762
	Iteration 39Q: 3 clusters Score -1591564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1591564.500000 Penalty: 4814.030762
	Iteration 40F: 3 clusters Score -1591564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1591567.750000 Penalty: 4814.030762
	Iteration 41Q: 3 clusters Score -1591568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1591569.500000 Penalty: 4814.030762
	Iteration 42Q: 3 clusters Score -1591570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1591572.625000 Penalty: 4814.030762
	Iteration 43Q: 3 clusters Score -1591573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1591573.000000 Penalty: 4814.030762
	Iteration 44Q: 3 clusters Score -1591573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1591573.750000 Penalty: 4814.030762
	Iteration 45Q: 3 clusters Score -1591574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1591575.250000 Penalty: 4814.030762
	Iteration 46Q: 3 clusters Score -1591575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1591576.875000 Penalty: 4814.030762
	Iteration 47Q: 3 clusters Score -1591577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1591579.750000 Penalty: 4814.030762
	Iteration 48Q: 3 clusters Score -1591580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1591579.750000 Penalty: 4814.030762
	Iteration 49F: 3 clusters Score -1591580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Entering Unmasked Estep 
Score: -664671.062500 Penalty: 2194.465820
	Iteration 0F: 2 clusters Score -664671.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -658891.062500 Penalty: 4388.931641
	Iteration 0F: 3 clusters Score -658891.1 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -660405.750000 Penalty: 4388.931641
	Iteration 1F: 3 clusters Score -660405.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -660680.875000 Penalty: 4388.931641
	Iteration 2F: 3 clusters Score -660680.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -660945.812500 Penalty: 4388.931641
	Iteration 3F: 3 clusters Score -660945.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -661249.562500 Penalty: 4388.931641
	Iteration 4F: 3 clusters Score -661249.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -661594.687500 Penalty: 4388.931641
	Iteration 5F: 3 clusters Score -661594.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -661988.187500 Penalty: 4388.931641
	Iteration 6F: 3 clusters Score -661988.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -662358.250000 Penalty: 4388.931641
	Iteration 7F: 3 clusters Score -662358.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -662679.687500 Penalty: 4388.931641
	Iteration 8F: 3 clusters Score -662679.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -662879.750000 Penalty: 4388.931641
	Iteration 9Q: 3 clusters Score -662879.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -663011.375000 Penalty: 4388.931641
	Iteration 10Q: 3 clusters Score -663011.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -663101.187500 Penalty: 4388.931641
	Iteration 11Q: 3 clusters Score -663101.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -663169.875000 Penalty: 4388.931641
	Iteration 12Q: 3 clusters Score -663169.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -663239.187500 Penalty: 4388.931641
	Iteration 13Q: 3 clusters Score -663239.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -663291.125000 Penalty: 4388.931641
	Iteration 14Q: 3 clusters Score -663291.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -663330.187500 Penalty: 4388.931641
	Iteration 15Q: 3 clusters Score -663330.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -663365.500000 Penalty: 4388.931641
	Iteration 16Q: 3 clusters Score -663365.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -663396.562500 Penalty: 4388.931641
	Iteration 17Q: 3 clusters Score -663396.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -663423.625000 Penalty: 4388.931641
	Iteration 18Q: 3 clusters Score -663423.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -663457.875000 Penalty: 4388.931641
	Iteration 19Q: 3 clusters Score -663457.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -663486.062500 Penalty: 4388.931641
	Iteration 20F: 3 clusters Score -663486.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -663521.000000 Penalty: 4388.931641
	Iteration 21Q: 3 clusters Score -663521 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -663547.625000 Penalty: 4388.931641
	Iteration 22Q: 3 clusters Score -663547.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -663565.875000 Penalty: 4388.931641
	Iteration 23Q: 3 clusters Score -663565.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -663579.000000 Penalty: 4388.931641
	Iteration 24Q: 3 clusters Score -663579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -663587.375000 Penalty: 4388.931641
	Iteration 25Q: 3 clusters Score -663587.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -663595.625000 Penalty: 4388.931641
	Iteration 26Q: 3 clusters Score -663595.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -663601.625000 Penalty: 4388.931641
	Iteration 27Q: 3 clusters Score -663601.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -663606.625000 Penalty: 4388.931641
	Iteration 28Q: 3 clusters Score -663606.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -663607.812500 Penalty: 4388.931641
	Iteration 29Q: 3 clusters Score -663607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -663609.250000 Penalty: 4388.931641
	Iteration 30Q: 3 clusters Score -663609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -663608.562500 Penalty: 4388.931641
	Iteration 31Q: 3 clusters Score -663608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -663608.187500 Penalty: 4388.931641
	Iteration 32Q: 3 clusters Score -663608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -663609.375000 Penalty: 4388.931641
	Iteration 33Q: 3 clusters Score -663609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -663610.875000 Penalty: 4388.931641
	Iteration 34Q: 3 clusters Score -663610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -663610.875000 Penalty: 4388.931641
	Iteration 35F: 3 clusters Score -663610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Entering Unmasked Estep 
Score: -1341274.250000 Penalty: 2358.920898
	Iteration 0F: 2 clusters Score -1341274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1331357.125000 Penalty: 4717.841797
	Iteration 0F: 3 clusters Score -1331357 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1334482.000000 Penalty: 4717.841797
	Iteration 1F: 3 clusters Score -1334482 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1334845.000000 Penalty: 4717.841797
	Iteration 2F: 3 clusters Score -1334845 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1335177.750000 Penalty: 4717.841797
	Iteration 3Q: 3 clusters Score -1335178 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1335523.125000 Penalty: 4717.841797
	Iteration 4Q: 3 clusters Score -1335523 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1335866.125000 Penalty: 4717.841797
	Iteration 5Q: 3 clusters Score -1335866 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1336220.750000 Penalty: 4717.841797
	Iteration 6Q: 3 clusters Score -1336221 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1336595.125000 Penalty: 4717.841797
	Iteration 7Q: 3 clusters Score -1336595 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1336984.125000 Penalty: 4717.841797
	Iteration 8Q: 3 clusters Score -1336984 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1337371.750000 Penalty: 4717.841797
	Iteration 9Q: 3 clusters Score -1337372 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1337720.000000 Penalty: 4717.841797
	Iteration 10Q: 3 clusters Score -1337720 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1338006.125000 Penalty: 4717.841797
	Iteration 11Q: 3 clusters Score -1338006 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1338253.375000 Penalty: 4717.841797
	Iteration 12Q: 3 clusters Score -1338253 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1338493.250000 Penalty: 4717.841797
	Iteration 13Q: 3 clusters Score -1338493 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1338699.125000 Penalty: 4717.841797
	Iteration 14Q: 3 clusters Score -1338699 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1338860.375000 Penalty: 4717.841797
	Iteration 15Q: 3 clusters Score -1338860 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1338976.750000 Penalty: 4717.841797
	Iteration 16Q: 3 clusters Score -1338977 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1339055.625000 Penalty: 4717.841797
	Iteration 17Q: 3 clusters Score -1339056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1339105.875000 Penalty: 4717.841797
	Iteration 18Q: 3 clusters Score -1339106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1339146.750000 Penalty: 4717.841797
	Iteration 19Q: 3 clusters Score -1339147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1339176.375000 Penalty: 4717.841797
	Iteration 20F: 3 clusters Score -1339176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1339202.500000 Penalty: 4717.841797
	Iteration 21Q: 3 clusters Score -1339202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1339226.875000 Penalty: 4717.841797
	Iteration 22Q: 3 clusters Score -1339227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1339236.875000 Penalty: 4717.841797
	Iteration 23Q: 3 clusters Score -1339237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1339249.000000 Penalty: 4717.841797
	Iteration 24Q: 3 clusters Score -1339249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1339255.000000 Penalty: 4717.841797
	Iteration 25Q: 3 clusters Score -1339255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1339255.500000 Penalty: 4717.841797
	Iteration 26Q: 3 clusters Score -1339256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1339261.875000 Penalty: 4717.841797
	Iteration 27Q: 3 clusters Score -1339262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1339276.750000 Penalty: 4717.841797
	Iteration 28Q: 3 clusters Score -1339277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1339286.125000 Penalty: 4717.841797
	Iteration 29Q: 3 clusters Score -1339286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1339290.125000 Penalty: 4717.841797
	Iteration 30Q: 3 clusters Score -1339290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1339292.875000 Penalty: 4717.841797
	Iteration 31Q: 3 clusters Score -1339293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1339293.250000 Penalty: 4717.841797
	Iteration 32Q: 3 clusters Score -1339293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1339293.250000 Penalty: 4717.841797
	Iteration 33F: 3 clusters Score -1339293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (205210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205210 members 
Entering Unmasked Estep 
Score: -20684970.000000 Penalty: 3033.483887
	Iteration 0F: 2 clusters Score -2.068497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 102666 members 
Entering Unmasked Estep 
Score: -20547378.000000 Penalty: 6066.967773
	Iteration 0F: 3 clusters Score -2.054738e+07 nChanged 98891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100895 members 
Mstep: Class 2 contains 104315 members 
Entering Unmasked Estep 
Score: -20604052.000000 Penalty: 6066.967773
	Iteration 1F: 3 clusters Score -2.060405e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 105011 members 
Entering Unmasked Estep 
Score: -20604982.000000 Penalty: 6066.967773
	Iteration 2Q: 3 clusters Score -2.060498e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99102 members 
Mstep: Class 2 contains 106108 members 
Entering Unmasked Estep 
Score: -20605756.000000 Penalty: 6066.967773
	Iteration 3Q: 3 clusters Score -2.060576e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97318 members 
Mstep: Class 2 contains 107892 members 
Entering Unmasked Estep 
Score: -20606626.000000 Penalty: 6066.967773
	Iteration 4Q: 3 clusters Score -2.060663e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94506 members 
Mstep: Class 2 contains 110704 members 
Entering Unmasked Estep 
Score: -20607970.000000 Penalty: 6066.967773
	Iteration 5Q: 3 clusters Score -2.060797e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -20609664.000000 Penalty: 6066.967773
	Iteration 6Q: 3 clusters Score -2.060966e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 121606 members 
Entering Unmasked Estep 
Score: -20612666.000000 Penalty: 6066.967773
	Iteration 7Q: 3 clusters Score -2.061267e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74019 members 
Mstep: Class 2 contains 131191 members 
Entering Unmasked Estep 
Score: -20617894.000000 Penalty: 6066.967773
	Iteration 8Q: 3 clusters Score -2.061789e+07 nChanged 13493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 144550 members 
Entering Unmasked Estep 
Score: -20627256.000000 Penalty: 6066.967773
	Iteration 9F: 3 clusters Score -2.062726e+07 nChanged 16577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 161091 members 
Entering Unmasked Estep 
Score: -20641272.000000 Penalty: 6066.967773
	Iteration 10F: 3 clusters Score -2.064127e+07 nChanged 16869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 177948 members 
Entering Unmasked Estep 
Score: -20657056.000000 Penalty: 6066.967773
	Iteration 11F: 3 clusters Score -2.065706e+07 nChanged 13146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 191090 members 
Entering Unmasked Estep 
Score: -20669788.000000 Penalty: 6066.967773
	Iteration 12F: 3 clusters Score -2.066979e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 198886 members 
Entering Unmasked Estep 
Score: -20677204.000000 Penalty: 6066.967773
	Iteration 13Q: 3 clusters Score -2.06772e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 202375 members 
Entering Unmasked Estep 
Score: -20680426.000000 Penalty: 6066.967773
	Iteration 14Q: 3 clusters Score -2.068043e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 203731 members 
Entering Unmasked Estep 
Score: -20681670.000000 Penalty: 6066.967773
	Iteration 15Q: 3 clusters Score -2.068167e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 204172 members 
Entering Unmasked Estep 
Score: -20682110.000000 Penalty: 6066.967773
	Iteration 16Q: 3 clusters Score -2.068211e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 204335 members 
Entering Unmasked Estep 
Score: -20682398.000000 Penalty: 6066.967773
	Iteration 17Q: 3 clusters Score -2.06824e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 204419 members 
Entering Unmasked Estep 
Score: -20682522.000000 Penalty: 6066.967773
	Iteration 18Q: 3 clusters Score -2.068252e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 204459 members 
Entering Unmasked Estep 
Score: -20682602.000000 Penalty: 6066.967773
	Iteration 19Q: 3 clusters Score -2.06826e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 204487 members 
Entering Unmasked Estep 
Score: -20682658.000000 Penalty: 6066.967773
	Iteration 20F: 3 clusters Score -2.068266e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 204497 members 
Entering Unmasked Estep 
Score: -20682682.000000 Penalty: 6066.967773
	Iteration 21Q: 3 clusters Score -2.068268e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 204499 members 
Entering Unmasked Estep 
Score: -20682764.000000 Penalty: 6066.967773
	Iteration 22Q: 3 clusters Score -2.068276e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 204496 members 
Entering Unmasked Estep 
Score: -20682808.000000 Penalty: 6066.967773
	Iteration 23Q: 3 clusters Score -2.068281e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 204495 members 
Entering Unmasked Estep 
Score: -20682856.000000 Penalty: 6066.967773
	Iteration 24Q: 3 clusters Score -2.068286e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 204503 members 
Entering Unmasked Estep 
Score: -20682870.000000 Penalty: 6066.967773
	Iteration 25Q: 3 clusters Score -2.068287e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 204505 members 
Entering Unmasked Estep 
Score: -20682878.000000 Penalty: 6066.967773
	Iteration 26Q: 3 clusters Score -2.068288e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 204499 members 
Entering Unmasked Estep 
Score: -20682900.000000 Penalty: 6066.967773
	Iteration 27Q: 3 clusters Score -2.06829e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 204500 members 
Entering Unmasked Estep 
Score: -20682908.000000 Penalty: 6066.967773
	Iteration 28Q: 3 clusters Score -2.068291e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 204501 members 
Entering Unmasked Estep 
Score: -20682970.000000 Penalty: 6066.967773
	Iteration 29Q: 3 clusters Score -2.068297e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 204498 members 
Entering Unmasked Estep 
Score: -20682980.000000 Penalty: 6066.967773
	Iteration 30Q: 3 clusters Score -2.068298e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 204492 members 
Entering Unmasked Estep 
Score: -20683006.000000 Penalty: 6066.967773
	Iteration 31Q: 3 clusters Score -2.068301e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 204488 members 
Entering Unmasked Estep 
Score: -20683030.000000 Penalty: 6066.967773
	Iteration 32Q: 3 clusters Score -2.068303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 204487 members 
Entering Unmasked Estep 
Score: -20683018.000000 Penalty: 6066.967773
	Iteration 33Q: 3 clusters Score -2.068302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 204483 members 
Entering Unmasked Estep 
Score: -20683036.000000 Penalty: 6066.967773
	Iteration 34Q: 3 clusters Score -2.068304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 204479 members 
Entering Unmasked Estep 
Score: -20683034.000000 Penalty: 6066.967773
	Iteration 35Q: 3 clusters Score -2.068303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 204475 members 
Entering Unmasked Estep 
Score: -20683040.000000 Penalty: 6066.967773
	Iteration 36Q: 3 clusters Score -2.068304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 204478 members 
Entering Unmasked Estep 
Score: -20683064.000000 Penalty: 6066.967773
	Iteration 37Q: 3 clusters Score -2.068306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 204477 members 
Entering Unmasked Estep 
Score: -20683056.000000 Penalty: 6066.967773
	Iteration 38Q: 3 clusters Score -2.068306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 204482 members 
Entering Unmasked Estep 
Score: -20683092.000000 Penalty: 6066.967773
	Iteration 39Q: 3 clusters Score -2.068309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 204483 members 
Entering Unmasked Estep 
Score: -20683098.000000 Penalty: 6066.967773
	Iteration 40F: 3 clusters Score -2.06831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 204482 members 
Entering Unmasked Estep 
Score: -20683104.000000 Penalty: 6066.967773
	Iteration 41Q: 3 clusters Score -2.06831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 204476 members 
Entering Unmasked Estep 
Score: -20683104.000000 Penalty: 6066.967773
	Iteration 42Q: 3 clusters Score -2.06831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 204479 members 
Entering Unmasked Estep 
Score: -20683106.000000 Penalty: 6066.967773
	Iteration 43Q: 3 clusters Score -2.068311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 204481 members 
Entering Unmasked Estep 
Score: -20683118.000000 Penalty: 6066.967773
	Iteration 44Q: 3 clusters Score -2.068312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 204480 members 
Entering Unmasked Estep 
Score: -20683128.000000 Penalty: 6066.967773
	Iteration 45Q: 3 clusters Score -2.068313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 204477 members 
Entering Unmasked Estep 
Score: -20683126.000000 Penalty: 6066.967773
	Iteration 46Q: 3 clusters Score -2.068313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 204478 members 
Entering Unmasked Estep 
Score: -20683158.000000 Penalty: 6066.967773
	Iteration 47Q: 3 clusters Score -2.068316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 204477 members 
Entering Unmasked Estep 
Score: -20683138.000000 Penalty: 6066.967773
	Iteration 48Q: 3 clusters Score -2.068314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 204474 members 
Entering Unmasked Estep 
Score: -20683148.000000 Penalty: 6066.967773
	Iteration 49Q: 3 clusters Score -2.068315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 204471 members 
Entering Unmasked Estep 
Score: -20683148.000000 Penalty: 6066.967773
	Iteration 50Q: 3 clusters Score -2.068315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 204468 members 
Entering Unmasked Estep 
Score: -20683148.000000 Penalty: 6066.967773
	Iteration 51Q: 3 clusters Score -2.068315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 204466 members 
Entering Unmasked Estep 
Score: -20683148.000000 Penalty: 6066.967773
	Iteration 52Q: 3 clusters Score -2.068315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 204465 members 
Entering Unmasked Estep 
Score: -20683156.000000 Penalty: 6066.967773
	Iteration 53Q: 3 clusters Score -2.068316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 204463 members 
Entering Unmasked Estep 
Score: -20683156.000000 Penalty: 6066.967773
	Iteration 54Q: 3 clusters Score -2.068316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 204463 members 
Entering Unmasked Estep 
Score: -20683164.000000 Penalty: 6066.967773
	Iteration 55Q: 3 clusters Score -2.068316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 204463 members 
Entering Unmasked Estep 
Score: -20683148.000000 Penalty: 6066.967773
	Iteration 56Q: 3 clusters Score -2.068315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 204463 members 
Entering Unmasked Estep 
Score: -20683140.000000 Penalty: 6066.967773
	Iteration 57Q: 3 clusters Score -2.068314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 204465 members 
Entering Unmasked Estep 
Score: -20683144.000000 Penalty: 6066.967773
	Iteration 58Q: 3 clusters Score -2.068314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 204463 members 
Entering Unmasked Estep 
Score: -20683160.000000 Penalty: 6066.967773
	Iteration 59Q: 3 clusters Score -2.068316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 204464 members 
Entering Unmasked Estep 
Score: -20683154.000000 Penalty: 6066.967773
	Iteration 60F: 3 clusters Score -2.068315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 204464 members 
Entering Unmasked Estep 
Score: -20683150.000000 Penalty: 6066.967773
	Iteration 61Q: 3 clusters Score -2.068315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 204463 members 
Entering Unmasked Estep 
Score: -20683148.000000 Penalty: 6066.967773
	Iteration 62Q: 3 clusters Score -2.068315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 204463 members 
Entering Unmasked Estep 
Score: -20683148.000000 Penalty: 6066.967773
	Iteration 63F: 3 clusters Score -2.068315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -417046.437500 Penalty: 2079.034668
	Iteration 0F: 2 clusters Score -417046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -412956.312500 Penalty: 4158.069336
	Iteration 0F: 3 clusters Score -412956.3 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -413976.781250 Penalty: 4158.069336
	Iteration 1F: 3 clusters Score -413976.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -414225.281250 Penalty: 4158.069336
	Iteration 2F: 3 clusters Score -414225.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -414447.531250 Penalty: 4158.069336
	Iteration 3F: 3 clusters Score -414447.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -414633.000000 Penalty: 4158.069336
	Iteration 4F: 3 clusters Score -414633 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -414765.718750 Penalty: 4158.069336
	Iteration 5Q: 3 clusters Score -414765.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -414873.062500 Penalty: 4158.069336
	Iteration 6Q: 3 clusters Score -414873.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -414979.468750 Penalty: 4158.069336
	Iteration 7Q: 3 clusters Score -414979.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -415080.531250 Penalty: 4158.069336
	Iteration 8Q: 3 clusters Score -415080.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -415171.718750 Penalty: 4158.069336
	Iteration 9Q: 3 clusters Score -415171.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -415252.625000 Penalty: 4158.069336
	Iteration 10Q: 3 clusters Score -415252.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -415334.343750 Penalty: 4158.069336
	Iteration 11Q: 3 clusters Score -415334.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -415420.343750 Penalty: 4158.069336
	Iteration 12Q: 3 clusters Score -415420.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -415510.906250 Penalty: 4158.069336
	Iteration 13Q: 3 clusters Score -415510.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -415589.093750 Penalty: 4158.069336
	Iteration 14Q: 3 clusters Score -415589.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -415653.218750 Penalty: 4158.069336
	Iteration 15Q: 3 clusters Score -415653.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -415707.406250 Penalty: 4158.069336
	Iteration 16Q: 3 clusters Score -415707.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -415749.062500 Penalty: 4158.069336
	Iteration 17Q: 3 clusters Score -415749.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -415770.156250 Penalty: 4158.069336
	Iteration 18Q: 3 clusters Score -415770.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -415791.906250 Penalty: 4158.069336
	Iteration 19Q: 3 clusters Score -415791.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -415814.468750 Penalty: 4158.069336
	Iteration 20F: 3 clusters Score -415814.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -415833.375000 Penalty: 4158.069336
	Iteration 21Q: 3 clusters Score -415833.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -415849.000000 Penalty: 4158.069336
	Iteration 22Q: 3 clusters Score -415849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -415861.406250 Penalty: 4158.069336
	Iteration 23Q: 3 clusters Score -415861.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -415868.750000 Penalty: 4158.069336
	Iteration 24Q: 3 clusters Score -415868.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -415877.562500 Penalty: 4158.069336
	Iteration 25Q: 3 clusters Score -415877.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -415885.125000 Penalty: 4158.069336
	Iteration 26Q: 3 clusters Score -415885.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -415899.437500 Penalty: 4158.069336
	Iteration 27Q: 3 clusters Score -415899.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -415905.218750 Penalty: 4158.069336
	Iteration 28Q: 3 clusters Score -415905.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -415906.531250 Penalty: 4158.069336
	Iteration 29Q: 3 clusters Score -415906.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -415909.906250 Penalty: 4158.069336
	Iteration 30Q: 3 clusters Score -415909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -415912.343750 Penalty: 4158.069336
	Iteration 31Q: 3 clusters Score -415912.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -415913.718750 Penalty: 4158.069336
	Iteration 32Q: 3 clusters Score -415913.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -415914.687500 Penalty: 4158.069336
	Iteration 33Q: 3 clusters Score -415914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -415914.906250 Penalty: 4158.069336
	Iteration 34Q: 3 clusters Score -415914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -415915.437500 Penalty: 4158.069336
	Iteration 35Q: 3 clusters Score -415915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -415915.437500 Penalty: 4158.069336
	Iteration 36Q: 3 clusters Score -415915.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -415915.437500 Penalty: 4158.069336
	Iteration 37F: 3 clusters Score -415915.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Entering Unmasked Estep 
Score: -598045.312500 Penalty: 2171.930420
	Iteration 0F: 2 clusters Score -598045.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -592662.062500 Penalty: 4343.860840
	Iteration 0F: 3 clusters Score -592662.1 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -594096.937500 Penalty: 4343.860840
	Iteration 1F: 3 clusters Score -594096.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -594473.687500 Penalty: 4343.860840
	Iteration 2F: 3 clusters Score -594473.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -594714.250000 Penalty: 4343.860840
	Iteration 3F: 3 clusters Score -594714.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -594879.500000 Penalty: 4343.860840
	Iteration 4Q: 3 clusters Score -594879.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -595015.687500 Penalty: 4343.860840
	Iteration 5Q: 3 clusters Score -595015.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -595134.375000 Penalty: 4343.860840
	Iteration 6Q: 3 clusters Score -595134.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -595224.250000 Penalty: 4343.860840
	Iteration 7Q: 3 clusters Score -595224.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -595288.187500 Penalty: 4343.860840
	Iteration 8Q: 3 clusters Score -595288.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -595345.687500 Penalty: 4343.860840
	Iteration 9Q: 3 clusters Score -595345.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -595398.875000 Penalty: 4343.860840
	Iteration 10Q: 3 clusters Score -595398.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -595450.812500 Penalty: 4343.860840
	Iteration 11Q: 3 clusters Score -595450.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -595501.750000 Penalty: 4343.860840
	Iteration 12Q: 3 clusters Score -595501.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -595555.125000 Penalty: 4343.860840
	Iteration 13Q: 3 clusters Score -595555.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -595614.562500 Penalty: 4343.860840
	Iteration 14Q: 3 clusters Score -595614.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -595666.875000 Penalty: 4343.860840
	Iteration 15Q: 3 clusters Score -595666.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -595709.437500 Penalty: 4343.860840
	Iteration 16Q: 3 clusters Score -595709.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -595740.375000 Penalty: 4343.860840
	Iteration 17Q: 3 clusters Score -595740.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -595765.437500 Penalty: 4343.860840
	Iteration 18Q: 3 clusters Score -595765.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -595792.500000 Penalty: 4343.860840
	Iteration 19Q: 3 clusters Score -595792.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -595817.937500 Penalty: 4343.860840
	Iteration 20F: 3 clusters Score -595817.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -595841.750000 Penalty: 4343.860840
	Iteration 21Q: 3 clusters Score -595841.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -595871.000000 Penalty: 4343.860840
	Iteration 22Q: 3 clusters Score -595871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -595904.312500 Penalty: 4343.860840
	Iteration 23Q: 3 clusters Score -595904.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -595933.062500 Penalty: 4343.860840
	Iteration 24Q: 3 clusters Score -595933.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -595962.812500 Penalty: 4343.860840
	Iteration 25Q: 3 clusters Score -595962.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -595999.625000 Penalty: 4343.860840
	Iteration 26Q: 3 clusters Score -595999.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -596036.187500 Penalty: 4343.860840
	Iteration 27Q: 3 clusters Score -596036.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -596078.500000 Penalty: 4343.860840
	Iteration 28Q: 3 clusters Score -596078.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -596117.187500 Penalty: 4343.860840
	Iteration 29Q: 3 clusters Score -596117.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -596153.312500 Penalty: 4343.860840
	Iteration 30Q: 3 clusters Score -596153.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -596183.125000 Penalty: 4343.860840
	Iteration 31Q: 3 clusters Score -596183.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -596209.625000 Penalty: 4343.860840
	Iteration 32Q: 3 clusters Score -596209.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -596233.000000 Penalty: 4343.860840
	Iteration 33Q: 3 clusters Score -596233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -596251.250000 Penalty: 4343.860840
	Iteration 34Q: 3 clusters Score -596251.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -596271.562500 Penalty: 4343.860840
	Iteration 35Q: 3 clusters Score -596271.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -596289.062500 Penalty: 4343.860840
	Iteration 36Q: 3 clusters Score -596289.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -596308.937500 Penalty: 4343.860840
	Iteration 37Q: 3 clusters Score -596308.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -596329.375000 Penalty: 4343.860840
	Iteration 38Q: 3 clusters Score -596329.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -596348.312500 Penalty: 4343.860840
	Iteration 39Q: 3 clusters Score -596348.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -596374.562500 Penalty: 4343.860840
	Iteration 40F: 3 clusters Score -596374.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -596395.437500 Penalty: 4343.860840
	Iteration 41Q: 3 clusters Score -596395.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -596418.812500 Penalty: 4343.860840
	Iteration 42Q: 3 clusters Score -596418.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -596435.187500 Penalty: 4343.860840
	Iteration 43Q: 3 clusters Score -596435.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -596446.125000 Penalty: 4343.860840
	Iteration 44Q: 3 clusters Score -596446.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -596457.750000 Penalty: 4343.860840
	Iteration 45Q: 3 clusters Score -596457.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -596468.312500 Penalty: 4343.860840
	Iteration 46Q: 3 clusters Score -596468.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -596476.562500 Penalty: 4343.860840
	Iteration 47Q: 3 clusters Score -596476.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -596484.937500 Penalty: 4343.860840
	Iteration 48Q: 3 clusters Score -596484.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -596489.062500 Penalty: 4343.860840
	Iteration 49Q: 3 clusters Score -596489.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -596491.562500 Penalty: 4343.860840
	Iteration 50Q: 3 clusters Score -596491.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -596494.812500 Penalty: 4343.860840
	Iteration 51Q: 3 clusters Score -596494.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -596495.562500 Penalty: 4343.860840
	Iteration 52Q: 3 clusters Score -596495.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -596495.687500 Penalty: 4343.860840
	Iteration 53Q: 3 clusters Score -596495.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -596498.875000 Penalty: 4343.860840
	Iteration 54Q: 3 clusters Score -596498.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -596503.437500 Penalty: 4343.860840
	Iteration 55Q: 3 clusters Score -596503.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -596505.500000 Penalty: 4343.860840
	Iteration 56Q: 3 clusters Score -596505.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -596508.875000 Penalty: 4343.860840
	Iteration 57Q: 3 clusters Score -596508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -596510.937500 Penalty: 4343.860840
	Iteration 58Q: 3 clusters Score -596510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -596511.062500 Penalty: 4343.860840
	Iteration 59Q: 3 clusters Score -596511.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -596511.875000 Penalty: 4343.860840
	Iteration 60F: 3 clusters Score -596511.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (41941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Entering Unmasked Estep 
Score: -4143866.750000 Penalty: 2639.716797
	Iteration 0F: 2 clusters Score -4143867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -4115550.500000 Penalty: 5279.433594
	Iteration 0F: 3 clusters Score -4115550 nChanged 19152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -4125982.500000 Penalty: 5279.433594
	Iteration 1F: 3 clusters Score -4125982 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -4126492.750000 Penalty: 5279.433594
	Iteration 2Q: 3 clusters Score -4126493 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -4127031.500000 Penalty: 5279.433594
	Iteration 3Q: 3 clusters Score -4127032 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -4127560.500000 Penalty: 5279.433594
	Iteration 4Q: 3 clusters Score -4127560 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4128210.750000 Penalty: 5279.433594
	Iteration 5Q: 3 clusters Score -4128211 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -4129061.250000 Penalty: 5279.433594
	Iteration 6Q: 3 clusters Score -4129061 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -4130218.500000 Penalty: 5279.433594
	Iteration 7F: 3 clusters Score -4130218 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -4131770.500000 Penalty: 5279.433594
	Iteration 8F: 3 clusters Score -4131770 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -4133733.500000 Penalty: 5279.433594
	Iteration 9F: 3 clusters Score -4133734 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -4135775.750000 Penalty: 5279.433594
	Iteration 10F: 3 clusters Score -4135776 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -4137598.250000 Penalty: 5279.433594
	Iteration 11Q: 3 clusters Score -4137598 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -4138721.000000 Penalty: 5279.433594
	Iteration 12Q: 3 clusters Score -4138721 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -4139397.750000 Penalty: 5279.433594
	Iteration 13Q: 3 clusters Score -4139398 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -4139739.250000 Penalty: 5279.433594
	Iteration 14Q: 3 clusters Score -4139739 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -4139908.250000 Penalty: 5279.433594
	Iteration 15Q: 3 clusters Score -4139908 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4140051.000000 Penalty: 5279.433594
	Iteration 16Q: 3 clusters Score -4140051 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -4140169.000000 Penalty: 5279.433594
	Iteration 17Q: 3 clusters Score -4140169 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -4140263.250000 Penalty: 5279.433594
	Iteration 18Q: 3 clusters Score -4140263 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -4140351.250000 Penalty: 5279.433594
	Iteration 19Q: 3 clusters Score -4140351 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -4140424.500000 Penalty: 5279.433594
	Iteration 20F: 3 clusters Score -4140424 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -4140503.250000 Penalty: 5279.433594
	Iteration 21Q: 3 clusters Score -4140503 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -4140550.000000 Penalty: 5279.433594
	Iteration 22Q: 3 clusters Score -4140550 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4140583.500000 Penalty: 5279.433594
	Iteration 23Q: 3 clusters Score -4140584 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4140622.250000 Penalty: 5279.433594
	Iteration 24Q: 3 clusters Score -4140622 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -4140678.000000 Penalty: 5279.433594
	Iteration 25Q: 3 clusters Score -4140678 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -4140720.250000 Penalty: 5279.433594
	Iteration 26Q: 3 clusters Score -4140720 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -4140755.500000 Penalty: 5279.433594
	Iteration 27Q: 3 clusters Score -4140756 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -4140792.750000 Penalty: 5279.433594
	Iteration 28Q: 3 clusters Score -4140793 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -4140857.000000 Penalty: 5279.433594
	Iteration 29Q: 3 clusters Score -4140857 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4140919.000000 Penalty: 5279.433594
	Iteration 30Q: 3 clusters Score -4140919 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -4140985.500000 Penalty: 5279.433594
	Iteration 31Q: 3 clusters Score -4140986 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4141058.250000 Penalty: 5279.433594
	Iteration 32Q: 3 clusters Score -4141058 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4141140.250000 Penalty: 5279.433594
	Iteration 33Q: 3 clusters Score -4141140 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -4141207.750000 Penalty: 5279.433594
	Iteration 34Q: 3 clusters Score -4141208 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4141301.500000 Penalty: 5279.433594
	Iteration 35Q: 3 clusters Score -4141302 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4141358.250000 Penalty: 5279.433594
	Iteration 36Q: 3 clusters Score -4141358 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4141396.250000 Penalty: 5279.433594
	Iteration 37Q: 3 clusters Score -4141396 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4141431.500000 Penalty: 5279.433594
	Iteration 38Q: 3 clusters Score -4141432 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -4141468.000000 Penalty: 5279.433594
	Iteration 39Q: 3 clusters Score -4141468 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4141499.000000 Penalty: 5279.433594
	Iteration 40F: 3 clusters Score -4141499 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4141523.500000 Penalty: 5279.433594
	Iteration 41Q: 3 clusters Score -4141524 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4141533.750000 Penalty: 5279.433594
	Iteration 42Q: 3 clusters Score -4141534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4141542.500000 Penalty: 5279.433594
	Iteration 43Q: 3 clusters Score -4141542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4141543.750000 Penalty: 5279.433594
	Iteration 44Q: 3 clusters Score -4141544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4141565.500000 Penalty: 5279.433594
	Iteration 45Q: 3 clusters Score -4141566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4141590.000000 Penalty: 5279.433594
	Iteration 46Q: 3 clusters Score -4141590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4141610.750000 Penalty: 5279.433594
	Iteration 47Q: 3 clusters Score -4141611 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4141629.250000 Penalty: 5279.433594
	Iteration 48Q: 3 clusters Score -4141629 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4141639.750000 Penalty: 5279.433594
	Iteration 49Q: 3 clusters Score -4141640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4141656.500000 Penalty: 5279.433594
	Iteration 50Q: 3 clusters Score -4141656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4141674.000000 Penalty: 5279.433594
	Iteration 51Q: 3 clusters Score -4141674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4141674.250000 Penalty: 5279.433594
	Iteration 52Q: 3 clusters Score -4141674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4141679.000000 Penalty: 5279.433594
	Iteration 53Q: 3 clusters Score -4141679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4141685.750000 Penalty: 5279.433594
	Iteration 54Q: 3 clusters Score -4141686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4141690.250000 Penalty: 5279.433594
	Iteration 55Q: 3 clusters Score -4141690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4141695.750000 Penalty: 5279.433594
	Iteration 56Q: 3 clusters Score -4141696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4141693.250000 Penalty: 5279.433594
	Iteration 57Q: 3 clusters Score -4141693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4141702.000000 Penalty: 5279.433594
	Iteration 58Q: 3 clusters Score -4141702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4141701.250000 Penalty: 5279.433594
	Iteration 59Q: 3 clusters Score -4141701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4141708.000000 Penalty: 5279.433594
	Iteration 60F: 3 clusters Score -4141708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4141717.250000 Penalty: 5279.433594
	Iteration 61Q: 3 clusters Score -4141717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4141717.250000 Penalty: 5279.433594
	Iteration 62Q: 3 clusters Score -4141717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4141713.000000 Penalty: 5279.433594
	Iteration 63Q: 3 clusters Score -4141713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4141715.750000 Penalty: 5279.433594
	Iteration 64Q: 3 clusters Score -4141716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4141715.750000 Penalty: 5279.433594
	Iteration 65Q: 3 clusters Score -4141716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4141717.750000 Penalty: 5279.433594
	Iteration 66Q: 3 clusters Score -4141718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4141718.500000 Penalty: 5279.433594
	Iteration 67Q: 3 clusters Score -4141718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4141726.000000 Penalty: 5279.433594
	Iteration 68Q: 3 clusters Score -4141726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4141728.250000 Penalty: 5279.433594
	Iteration 69Q: 3 clusters Score -4141728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4141736.500000 Penalty: 5279.433594
	Iteration 70Q: 3 clusters Score -4141736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4141740.000000 Penalty: 5279.433594
	Iteration 71Q: 3 clusters Score -4141740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4141741.750000 Penalty: 5279.433594
	Iteration 72Q: 3 clusters Score -4141742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4141746.000000 Penalty: 5279.433594
	Iteration 73Q: 3 clusters Score -4141746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4141743.750000 Penalty: 5279.433594
	Iteration 74Q: 3 clusters Score -4141744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4141749.250000 Penalty: 5279.433594
	Iteration 75Q: 3 clusters Score -4141749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4141744.250000 Penalty: 5279.433594
	Iteration 76Q: 3 clusters Score -4141744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4141744.000000 Penalty: 5279.433594
	Iteration 77Q: 3 clusters Score -4141744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4141745.000000 Penalty: 5279.433594
	Iteration 78Q: 3 clusters Score -4141745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4141741.750000 Penalty: 5279.433594
	Iteration 79Q: 3 clusters Score -4141742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4141741.750000 Penalty: 5279.433594
	Iteration 80F: 3 clusters Score -4141742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Entering Unmasked Estep 
Score: -2007657.000000 Penalty: 2459.708496
	Iteration 0F: 2 clusters Score -2007657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1993452.250000 Penalty: 4919.416992
	Iteration 0F: 3 clusters Score -1993452 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1998410.375000 Penalty: 4919.416992
	Iteration 1F: 3 clusters Score -1998410 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1998961.250000 Penalty: 4919.416992
	Iteration 2F: 3 clusters Score -1998961 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1999520.875000 Penalty: 4919.416992
	Iteration 3F: 3 clusters Score -1999521 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2000122.500000 Penalty: 4919.416992
	Iteration 4F: 3 clusters Score -2000122 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2000854.375000 Penalty: 4919.416992
	Iteration 5F: 3 clusters Score -2000854 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2001827.000000 Penalty: 4919.416992
	Iteration 6F: 3 clusters Score -2001827 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2002983.625000 Penalty: 4919.416992
	Iteration 7F: 3 clusters Score -2002984 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2004208.375000 Penalty: 4919.416992
	Iteration 8F: 3 clusters Score -2004208 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2005285.000000 Penalty: 4919.416992
	Iteration 9Q: 3 clusters Score -2005285 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2005960.375000 Penalty: 4919.416992
	Iteration 10Q: 3 clusters Score -2005960 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2006212.875000 Penalty: 4919.416992
	Iteration 11Q: 3 clusters Score -2006213 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2006320.375000 Penalty: 4919.416992
	Iteration 12Q: 3 clusters Score -2006320 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2006378.250000 Penalty: 4919.416992
	Iteration 13Q: 3 clusters Score -2006378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2006400.250000 Penalty: 4919.416992
	Iteration 14Q: 3 clusters Score -2006400 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2006418.000000 Penalty: 4919.416992
	Iteration 15Q: 3 clusters Score -2006418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2006432.375000 Penalty: 4919.416992
	Iteration 16Q: 3 clusters Score -2006432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2006437.750000 Penalty: 4919.416992
	Iteration 17Q: 3 clusters Score -2006438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2006442.000000 Penalty: 4919.416992
	Iteration 18Q: 3 clusters Score -2006442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2006449.375000 Penalty: 4919.416992
	Iteration 19Q: 3 clusters Score -2006449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2006459.250000 Penalty: 4919.416992
	Iteration 20F: 3 clusters Score -2006459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2006460.000000 Penalty: 4919.416992
	Iteration 21Q: 3 clusters Score -2006460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2006456.750000 Penalty: 4919.416992
	Iteration 22Q: 3 clusters Score -2006457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2006460.500000 Penalty: 4919.416992
	Iteration 23Q: 3 clusters Score -2006460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2006458.875000 Penalty: 4919.416992
	Iteration 24Q: 3 clusters Score -2006459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2006458.625000 Penalty: 4919.416992
	Iteration 25Q: 3 clusters Score -2006459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2006460.125000 Penalty: 4919.416992
	Iteration 26Q: 3 clusters Score -2006460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2006462.500000 Penalty: 4919.416992
	Iteration 27Q: 3 clusters Score -2006462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2006462.500000 Penalty: 4919.416992
	Iteration 28F: 3 clusters Score -2006462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Entering Unmasked Estep 
Score: -1085676.875000 Penalty: 2310.648193
	Iteration 0F: 2 clusters Score -1085677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1077225.750000 Penalty: 4621.296387
	Iteration 0F: 3 clusters Score -1077226 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1079727.875000 Penalty: 4621.296387
	Iteration 1F: 3 clusters Score -1079728 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1080019.375000 Penalty: 4621.296387
	Iteration 2F: 3 clusters Score -1080019 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1080213.875000 Penalty: 4621.296387
	Iteration 3Q: 3 clusters Score -1080214 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1080392.000000 Penalty: 4621.296387
	Iteration 4Q: 3 clusters Score -1080392 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1080524.750000 Penalty: 4621.296387
	Iteration 5Q: 3 clusters Score -1080525 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1080643.875000 Penalty: 4621.296387
	Iteration 6Q: 3 clusters Score -1080644 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1080750.875000 Penalty: 4621.296387
	Iteration 7Q: 3 clusters Score -1080751 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1080865.125000 Penalty: 4621.296387
	Iteration 8Q: 3 clusters Score -1080865 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1080983.250000 Penalty: 4621.296387
	Iteration 9Q: 3 clusters Score -1080983 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1081142.875000 Penalty: 4621.296387
	Iteration 10Q: 3 clusters Score -1081143 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1081325.875000 Penalty: 4621.296387
	Iteration 11Q: 3 clusters Score -1081326 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1081556.125000 Penalty: 4621.296387
	Iteration 12Q: 3 clusters Score -1081556 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1081802.500000 Penalty: 4621.296387
	Iteration 13Q: 3 clusters Score -1081802 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1082072.625000 Penalty: 4621.296387
	Iteration 14Q: 3 clusters Score -1082073 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1082368.875000 Penalty: 4621.296387
	Iteration 15Q: 3 clusters Score -1082369 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1082649.875000 Penalty: 4621.296387
	Iteration 16Q: 3 clusters Score -1082650 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1082914.875000 Penalty: 4621.296387
	Iteration 17Q: 3 clusters Score -1082915 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1083181.500000 Penalty: 4621.296387
	Iteration 18Q: 3 clusters Score -1083182 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1083385.250000 Penalty: 4621.296387
	Iteration 19Q: 3 clusters Score -1083385 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1083510.000000 Penalty: 4621.296387
	Iteration 20F: 3 clusters Score -1083510 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1083591.375000 Penalty: 4621.296387
	Iteration 21Q: 3 clusters Score -1083591 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1083639.375000 Penalty: 4621.296387
	Iteration 22Q: 3 clusters Score -1083639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1083662.375000 Penalty: 4621.296387
	Iteration 23Q: 3 clusters Score -1083662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1083678.625000 Penalty: 4621.296387
	Iteration 24Q: 3 clusters Score -1083679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1083695.625000 Penalty: 4621.296387
	Iteration 25Q: 3 clusters Score -1083696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1083707.000000 Penalty: 4621.296387
	Iteration 26Q: 3 clusters Score -1083707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1083713.250000 Penalty: 4621.296387
	Iteration 27Q: 3 clusters Score -1083713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1083720.000000 Penalty: 4621.296387
	Iteration 28Q: 3 clusters Score -1083720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1083728.500000 Penalty: 4621.296387
	Iteration 29Q: 3 clusters Score -1083728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1083729.125000 Penalty: 4621.296387
	Iteration 30Q: 3 clusters Score -1083729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1083735.250000 Penalty: 4621.296387
	Iteration 31Q: 3 clusters Score -1083735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1083739.875000 Penalty: 4621.296387
	Iteration 32Q: 3 clusters Score -1083740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1083747.875000 Penalty: 4621.296387
	Iteration 33Q: 3 clusters Score -1083748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1083754.125000 Penalty: 4621.296387
	Iteration 34Q: 3 clusters Score -1083754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1083757.125000 Penalty: 4621.296387
	Iteration 35Q: 3 clusters Score -1083757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1083760.250000 Penalty: 4621.296387
	Iteration 36Q: 3 clusters Score -1083760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1083764.625000 Penalty: 4621.296387
	Iteration 37Q: 3 clusters Score -1083765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1083767.125000 Penalty: 4621.296387
	Iteration 38Q: 3 clusters Score -1083767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1083771.000000 Penalty: 4621.296387
	Iteration 39Q: 3 clusters Score -1083771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1083774.875000 Penalty: 4621.296387
	Iteration 40F: 3 clusters Score -1083775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1083779.875000 Penalty: 4621.296387
	Iteration 41Q: 3 clusters Score -1083780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1083782.000000 Penalty: 4621.296387
	Iteration 42Q: 3 clusters Score -1083782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1083785.750000 Penalty: 4621.296387
	Iteration 43Q: 3 clusters Score -1083786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1083788.375000 Penalty: 4621.296387
	Iteration 44Q: 3 clusters Score -1083788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1083789.250000 Penalty: 4621.296387
	Iteration 45Q: 3 clusters Score -1083789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1083789.625000 Penalty: 4621.296387
	Iteration 46Q: 3 clusters Score -1083790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1083790.000000 Penalty: 4621.296387
	Iteration 47Q: 3 clusters Score -1083790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1083790.000000 Penalty: 4621.296387
	Iteration 48F: 3 clusters Score -1083790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (69353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Entering Unmasked Estep 
Score: -7040319.500000 Penalty: 2764.447266
	Iteration 0F: 2 clusters Score -7040320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -6993797.500000 Penalty: 5528.894531
	Iteration 0F: 3 clusters Score -6993798 nChanged 32417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -7011843.500000 Penalty: 5528.894531
	Iteration 1F: 3 clusters Score -7011844 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -7012422.000000 Penalty: 5528.894531
	Iteration 2Q: 3 clusters Score -7012422 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -7012974.000000 Penalty: 5528.894531
	Iteration 3Q: 3 clusters Score -7012974 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -7013661.500000 Penalty: 5528.894531
	Iteration 4Q: 3 clusters Score -7013662 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -7014576.500000 Penalty: 5528.894531
	Iteration 5Q: 3 clusters Score -7014576 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -7015990.500000 Penalty: 5528.894531
	Iteration 6Q: 3 clusters Score -7015990 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -7018113.000000 Penalty: 5528.894531
	Iteration 7F: 3 clusters Score -7018113 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -7021384.500000 Penalty: 5528.894531
	Iteration 8F: 3 clusters Score -7021384 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -7025925.500000 Penalty: 5528.894531
	Iteration 9F: 3 clusters Score -7025926 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -7030636.000000 Penalty: 5528.894531
	Iteration 10F: 3 clusters Score -7030636 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -7034198.000000 Penalty: 5528.894531
	Iteration 11F: 3 clusters Score -7034198 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -7036197.500000 Penalty: 5528.894531
	Iteration 12Q: 3 clusters Score -7036198 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 68101 members 
Entering Unmasked Estep 
Score: -7037027.500000 Penalty: 5528.894531
	Iteration 13Q: 3 clusters Score -7037028 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -7037388.000000 Penalty: 5528.894531
	Iteration 14Q: 3 clusters Score -7037388 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -7037605.000000 Penalty: 5528.894531
	Iteration 15Q: 3 clusters Score -7037605 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -7037737.500000 Penalty: 5528.894531
	Iteration 16Q: 3 clusters Score -7037738 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -7037795.000000 Penalty: 5528.894531
	Iteration 17Q: 3 clusters Score -7037795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 68965 members 
Entering Unmasked Estep 
Score: -7037835.000000 Penalty: 5528.894531
	Iteration 18Q: 3 clusters Score -7037835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 68983 members 
Entering Unmasked Estep 
Score: -7037862.000000 Penalty: 5528.894531
	Iteration 19Q: 3 clusters Score -7037862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -7037876.500000 Penalty: 5528.894531
	Iteration 20F: 3 clusters Score -7037876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -7037888.500000 Penalty: 5528.894531
	Iteration 21Q: 3 clusters Score -7037888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -7037913.500000 Penalty: 5528.894531
	Iteration 22Q: 3 clusters Score -7037914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -7037921.000000 Penalty: 5528.894531
	Iteration 23Q: 3 clusters Score -7037921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -7037932.500000 Penalty: 5528.894531
	Iteration 24Q: 3 clusters Score -7037932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -7037931.000000 Penalty: 5528.894531
	Iteration 25Q: 3 clusters Score -7037931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -7037926.000000 Penalty: 5528.894531
	Iteration 26Q: 3 clusters Score -7037926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
Score: -7037933.500000 Penalty: 5528.894531
	Iteration 27Q: 3 clusters Score -7037934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -7037933.000000 Penalty: 5528.894531
	Iteration 28Q: 3 clusters Score -7037933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -7037933.000000 Penalty: 5528.894531
	Iteration 29F: 3 clusters Score -7037933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -114760.843750 Penalty: 1766.670898
	Iteration 0F: 2 clusters Score -114760.8 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 585 members 
Entering Unmasked Estep 
Score: -112773.687500 Penalty: 3533.341797
	Iteration 0F: 3 clusters Score -112773.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113088.093750 Penalty: 3533.341797
	Iteration 1F: 3 clusters Score -113088.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113226.718750 Penalty: 3533.341797
	Iteration 2F: 3 clusters Score -113226.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -113338.390625 Penalty: 3533.341797
	Iteration 3F: 3 clusters Score -113338.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -113466.492188 Penalty: 3533.341797
	Iteration 4Q: 3 clusters Score -113466.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -113548.906250 Penalty: 3533.341797
	Iteration 5Q: 3 clusters Score -113548.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -113612.781250 Penalty: 3533.341797
	Iteration 6Q: 3 clusters Score -113612.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -113642.570312 Penalty: 3533.341797
	Iteration 7Q: 3 clusters Score -113642.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -113671.117188 Penalty: 3533.341797
	Iteration 8Q: 3 clusters Score -113671.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -113688.507812 Penalty: 3533.341797
	Iteration 9Q: 3 clusters Score -113688.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -113693.390625 Penalty: 3533.341797
	Iteration 10Q: 3 clusters Score -113693.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -113698.734375 Penalty: 3533.341797
	Iteration 11Q: 3 clusters Score -113698.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -113700.828125 Penalty: 3533.341797
	Iteration 12Q: 3 clusters Score -113700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -113701.531250 Penalty: 3533.341797
	Iteration 13Q: 3 clusters Score -113701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -113704.210938 Penalty: 3533.341797
	Iteration 14Q: 3 clusters Score -113704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -113705.234375 Penalty: 3533.341797
	Iteration 15Q: 3 clusters Score -113705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -113706.195312 Penalty: 3533.341797
	Iteration 16Q: 3 clusters Score -113706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -113707.703125 Penalty: 3533.341797
	Iteration 17Q: 3 clusters Score -113707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -113710.117188 Penalty: 3533.341797
	Iteration 18Q: 3 clusters Score -113710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -113714.203125 Penalty: 3533.341797
	Iteration 19Q: 3 clusters Score -113714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -113715.226562 Penalty: 3533.341797
	Iteration 20F: 3 clusters Score -113715.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Entering Unmasked Estep 
Score: -778116.250000 Penalty: 2218.312988
	Iteration 0F: 2 clusters Score -778116.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -771941.625000 Penalty: 4436.625977
	Iteration 0F: 3 clusters Score -771941.6 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -773490.687500 Penalty: 4436.625977
	Iteration 1F: 3 clusters Score -773490.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -773741.375000 Penalty: 4436.625977
	Iteration 2F: 3 clusters Score -773741.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -773908.562500 Penalty: 4436.625977
	Iteration 3Q: 3 clusters Score -773908.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -774046.875000 Penalty: 4436.625977
	Iteration 4Q: 3 clusters Score -774046.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -774183.125000 Penalty: 4436.625977
	Iteration 5Q: 3 clusters Score -774183.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -774325.437500 Penalty: 4436.625977
	Iteration 6Q: 3 clusters Score -774325.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -774472.750000 Penalty: 4436.625977
	Iteration 7Q: 3 clusters Score -774472.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -774626.125000 Penalty: 4436.625977
	Iteration 8Q: 3 clusters Score -774626.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -774809.062500 Penalty: 4436.625977
	Iteration 9Q: 3 clusters Score -774809.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -775004.375000 Penalty: 4436.625977
	Iteration 10Q: 3 clusters Score -775004.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -775193.687500 Penalty: 4436.625977
	Iteration 11Q: 3 clusters Score -775193.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -775360.812500 Penalty: 4436.625977
	Iteration 12Q: 3 clusters Score -775360.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -775515.312500 Penalty: 4436.625977
	Iteration 13Q: 3 clusters Score -775515.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -775671.312500 Penalty: 4436.625977
	Iteration 14Q: 3 clusters Score -775671.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -775798.125000 Penalty: 4436.625977
	Iteration 15Q: 3 clusters Score -775798.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -775890.187500 Penalty: 4436.625977
	Iteration 16Q: 3 clusters Score -775890.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -775955.250000 Penalty: 4436.625977
	Iteration 17Q: 3 clusters Score -775955.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -776015.625000 Penalty: 4436.625977
	Iteration 18Q: 3 clusters Score -776015.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -776060.750000 Penalty: 4436.625977
	Iteration 19Q: 3 clusters Score -776060.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -776101.000000 Penalty: 4436.625977
	Iteration 20F: 3 clusters Score -776101 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -776127.875000 Penalty: 4436.625977
	Iteration 21Q: 3 clusters Score -776127.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -776151.750000 Penalty: 4436.625977
	Iteration 22Q: 3 clusters Score -776151.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -776174.500000 Penalty: 4436.625977
	Iteration 23Q: 3 clusters Score -776174.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -776193.250000 Penalty: 4436.625977
	Iteration 24Q: 3 clusters Score -776193.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -776206.625000 Penalty: 4436.625977
	Iteration 25Q: 3 clusters Score -776206.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -776215.687500 Penalty: 4436.625977
	Iteration 26Q: 3 clusters Score -776215.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -776225.875000 Penalty: 4436.625977
	Iteration 27Q: 3 clusters Score -776225.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -776233.125000 Penalty: 4436.625977
	Iteration 28Q: 3 clusters Score -776233.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -776240.750000 Penalty: 4436.625977
	Iteration 29Q: 3 clusters Score -776240.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -776245.125000 Penalty: 4436.625977
	Iteration 30Q: 3 clusters Score -776245.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -776248.937500 Penalty: 4436.625977
	Iteration 31Q: 3 clusters Score -776248.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -776255.312500 Penalty: 4436.625977
	Iteration 32Q: 3 clusters Score -776255.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -776261.312500 Penalty: 4436.625977
	Iteration 33Q: 3 clusters Score -776261.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -776267.125000 Penalty: 4436.625977
	Iteration 34Q: 3 clusters Score -776267.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -776271.125000 Penalty: 4436.625977
	Iteration 35Q: 3 clusters Score -776271.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -776275.375000 Penalty: 4436.625977
	Iteration 36Q: 3 clusters Score -776275.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -776279.187500 Penalty: 4436.625977
	Iteration 37Q: 3 clusters Score -776279.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -776284.875000 Penalty: 4436.625977
	Iteration 38Q: 3 clusters Score -776284.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -776290.250000 Penalty: 4436.625977
	Iteration 39Q: 3 clusters Score -776290.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -776294.875000 Penalty: 4436.625977
	Iteration 40F: 3 clusters Score -776294.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -776301.187500 Penalty: 4436.625977
	Iteration 41Q: 3 clusters Score -776301.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -776303.062500 Penalty: 4436.625977
	Iteration 42Q: 3 clusters Score -776303.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -776304.312500 Penalty: 4436.625977
	Iteration 43Q: 3 clusters Score -776304.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -776304.875000 Penalty: 4436.625977
	Iteration 44Q: 3 clusters Score -776304.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -776306.875000 Penalty: 4436.625977
	Iteration 45Q: 3 clusters Score -776306.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -776307.437500 Penalty: 4436.625977
	Iteration 46Q: 3 clusters Score -776307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -776308.250000 Penalty: 4436.625977
	Iteration 47Q: 3 clusters Score -776308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -776308.250000 Penalty: 4436.625977
	Iteration 48F: 3 clusters Score -776308.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Entering Unmasked Estep 
Score: -1501350.875000 Penalty: 2387.677979
	Iteration 0F: 2 clusters Score -1501351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1490397.750000 Penalty: 4775.355957
	Iteration 0F: 3 clusters Score -1490398 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1493858.625000 Penalty: 4775.355957
	Iteration 1F: 3 clusters Score -1493859 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1494215.000000 Penalty: 4775.355957
	Iteration 2F: 3 clusters Score -1494215 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1494517.625000 Penalty: 4775.355957
	Iteration 3Q: 3 clusters Score -1494518 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1494827.750000 Penalty: 4775.355957
	Iteration 4Q: 3 clusters Score -1494828 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1495176.500000 Penalty: 4775.355957
	Iteration 5Q: 3 clusters Score -1495176 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1495604.000000 Penalty: 4775.355957
	Iteration 6Q: 3 clusters Score -1495604 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1496138.625000 Penalty: 4775.355957
	Iteration 7F: 3 clusters Score -1496139 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1496777.375000 Penalty: 4775.355957
	Iteration 8F: 3 clusters Score -1496777 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1497421.500000 Penalty: 4775.355957
	Iteration 9F: 3 clusters Score -1497422 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1498047.375000 Penalty: 4775.355957
	Iteration 10F: 3 clusters Score -1498047 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1498535.750000 Penalty: 4775.355957
	Iteration 11Q: 3 clusters Score -1498536 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1498861.625000 Penalty: 4775.355957
	Iteration 12Q: 3 clusters Score -1498862 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1499101.250000 Penalty: 4775.355957
	Iteration 13Q: 3 clusters Score -1499101 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1499260.000000 Penalty: 4775.355957
	Iteration 14Q: 3 clusters Score -1499260 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1499374.125000 Penalty: 4775.355957
	Iteration 15Q: 3 clusters Score -1499374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1499470.000000 Penalty: 4775.355957
	Iteration 16Q: 3 clusters Score -1499470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1499503.500000 Penalty: 4775.355957
	Iteration 17Q: 3 clusters Score -1499504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1499526.125000 Penalty: 4775.355957
	Iteration 18Q: 3 clusters Score -1499526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1499542.750000 Penalty: 4775.355957
	Iteration 19Q: 3 clusters Score -1499543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1499555.750000 Penalty: 4775.355957
	Iteration 20F: 3 clusters Score -1499556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1499561.750000 Penalty: 4775.355957
	Iteration 21Q: 3 clusters Score -1499562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1499567.125000 Penalty: 4775.355957
	Iteration 22Q: 3 clusters Score -1499567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1499569.875000 Penalty: 4775.355957
	Iteration 23Q: 3 clusters Score -1499570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1499569.875000 Penalty: 4775.355957
	Iteration 24F: 3 clusters Score -1499570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (24127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Entering Unmasked Estep 
Score: -2477773.250000 Penalty: 2502.589355
	Iteration 0F: 2 clusters Score -2477773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2461068.750000 Penalty: 5005.178711
	Iteration 0F: 3 clusters Score -2461069 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2466849.500000 Penalty: 5005.178711
	Iteration 1F: 3 clusters Score -2466850 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2467255.250000 Penalty: 5005.178711
	Iteration 2Q: 3 clusters Score -2467255 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2467670.000000 Penalty: 5005.178711
	Iteration 3Q: 3 clusters Score -2467670 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2468067.500000 Penalty: 5005.178711
	Iteration 4Q: 3 clusters Score -2468068 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2468583.750000 Penalty: 5005.178711
	Iteration 5Q: 3 clusters Score -2468584 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2469308.250000 Penalty: 5005.178711
	Iteration 6F: 3 clusters Score -2469308 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2470294.750000 Penalty: 5005.178711
	Iteration 7F: 3 clusters Score -2470295 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2471555.250000 Penalty: 5005.178711
	Iteration 8F: 3 clusters Score -2471555 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2472977.500000 Penalty: 5005.178711
	Iteration 9F: 3 clusters Score -2472978 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -2474184.750000 Penalty: 5005.178711
	Iteration 10F: 3 clusters Score -2474185 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2474923.500000 Penalty: 5005.178711
	Iteration 11Q: 3 clusters Score -2474924 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2475278.000000 Penalty: 5005.178711
	Iteration 12Q: 3 clusters Score -2475278 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -2475470.250000 Penalty: 5005.178711
	Iteration 13Q: 3 clusters Score -2475470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -2475572.500000 Penalty: 5005.178711
	Iteration 14Q: 3 clusters Score -2475572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2475609.000000 Penalty: 5005.178711
	Iteration 15Q: 3 clusters Score -2475609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -2475629.750000 Penalty: 5005.178711
	Iteration 16Q: 3 clusters Score -2475630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -2475645.250000 Penalty: 5005.178711
	Iteration 17Q: 3 clusters Score -2475645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -2475659.000000 Penalty: 5005.178711
	Iteration 18Q: 3 clusters Score -2475659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -2475665.750000 Penalty: 5005.178711
	Iteration 19Q: 3 clusters Score -2475666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -2475669.750000 Penalty: 5005.178711
	Iteration 20F: 3 clusters Score -2475670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2475675.750000 Penalty: 5005.178711
	Iteration 21Q: 3 clusters Score -2475676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -2475681.250000 Penalty: 5005.178711
	Iteration 22Q: 3 clusters Score -2475681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -2475683.500000 Penalty: 5005.178711
	Iteration 23Q: 3 clusters Score -2475684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2475686.500000 Penalty: 5005.178711
	Iteration 24Q: 3 clusters Score -2475686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -2475691.500000 Penalty: 5005.178711
	Iteration 25Q: 3 clusters Score -2475692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2475694.750000 Penalty: 5005.178711
	Iteration 26Q: 3 clusters Score -2475695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2475697.500000 Penalty: 5005.178711
	Iteration 27Q: 3 clusters Score -2475698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -2475698.500000 Penalty: 5005.178711
	Iteration 28Q: 3 clusters Score -2475698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -2475698.500000 Penalty: 5005.178711
	Iteration 29F: 3 clusters Score -2475698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188175 members 
Mstep: Class 2 contains 8620 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 61763 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35636 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36312 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 17649 members 
Mstep: Class 13 contains 164758 members 
Mstep: Class 14 contains 16260 members 
Mstep: Class 15 contains 236387 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18988 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6785 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3146 members 
Mstep: Class 22 contains 284899 members 
Mstep: Class 23 contains 43331 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 205210 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6360 members 
Mstep: Class 30 contains 41941 members 
Mstep: Class 31 contains 20296 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69353 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15180 members 
Mstep: Class 37 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147856.000000 Penalty: 131188.937500
Iteration 359Q: 38 clusters Score -1.571479e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188213 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 61771 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35638 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36322 members 
Mstep: Class 11 contains 6621 members 
Mstep: Class 12 contains 17649 members 
Mstep: Class 13 contains 164776 members 
Mstep: Class 14 contains 16261 members 
Mstep: Class 15 contains 236327 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18988 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3147 members 
Mstep: Class 22 contains 284889 members 
Mstep: Class 23 contains 43322 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 205212 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6352 members 
Mstep: Class 30 contains 41944 members 
Mstep: Class 31 contains 20296 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69352 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147952.000000 Penalty: 131188.937500
Iteration 360F: 38 clusters Score -1.57148e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188248 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61778 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35638 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36323 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 17648 members 
Mstep: Class 13 contains 164795 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 236283 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18988 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3144 members 
Mstep: Class 22 contains 284882 members 
Mstep: Class 23 contains 43321 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 205211 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6349 members 
Mstep: Class 30 contains 41947 members 
Mstep: Class 31 contains 20295 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69343 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147904.000000 Penalty: 131188.937500
Iteration 361Q: 38 clusters Score -1.571479e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188279 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61785 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35638 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36331 members 
Mstep: Class 11 contains 6621 members 
Mstep: Class 12 contains 17646 members 
Mstep: Class 13 contains 164813 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 236234 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 18987 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3141 members 
Mstep: Class 22 contains 284875 members 
Mstep: Class 23 contains 43321 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 205213 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 41948 members 
Mstep: Class 31 contains 20296 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69340 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147888.000000 Penalty: 131188.937500
Iteration 362Q: 38 clusters Score -1.571479e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188302 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61791 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35637 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36334 members 
Mstep: Class 11 contains 6622 members 
Mstep: Class 12 contains 17645 members 
Mstep: Class 13 contains 164827 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 236203 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18984 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3138 members 
Mstep: Class 22 contains 284870 members 
Mstep: Class 23 contains 43318 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 205219 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6342 members 
Mstep: Class 30 contains 41951 members 
Mstep: Class 31 contains 20297 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69333 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147872.000000 Penalty: 131188.937500
Iteration 363Q: 38 clusters Score -1.571479e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188319 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61798 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35636 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36341 members 
Mstep: Class 11 contains 6621 members 
Mstep: Class 12 contains 17644 members 
Mstep: Class 13 contains 164837 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 236177 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18980 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3138 members 
Mstep: Class 22 contains 284857 members 
Mstep: Class 23 contains 43316 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 205235 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41951 members 
Mstep: Class 31 contains 20295 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69328 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147888.000000 Penalty: 131188.937500
Iteration 364Q: 38 clusters Score -1.571479e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188339 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61802 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35635 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36345 members 
Mstep: Class 11 contains 6621 members 
Mstep: Class 12 contains 17642 members 
Mstep: Class 13 contains 164846 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 236153 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18980 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 284843 members 
Mstep: Class 23 contains 43315 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 205248 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6339 members 
Mstep: Class 30 contains 41953 members 
Mstep: Class 31 contains 20293 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69322 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147792.000000 Penalty: 131188.937500
Iteration 365Q: 38 clusters Score -1.571478e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188359 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61805 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35637 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36346 members 
Mstep: Class 11 contains 6622 members 
Mstep: Class 12 contains 17640 members 
Mstep: Class 13 contains 164858 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 236127 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18982 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3133 members 
Mstep: Class 22 contains 284834 members 
Mstep: Class 23 contains 43314 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13522 members 
Mstep: Class 27 contains 205254 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6337 members 
Mstep: Class 30 contains 41954 members 
Mstep: Class 31 contains 20293 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69314 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147792.000000 Penalty: 131188.937500
Iteration 366Q: 38 clusters Score -1.571478e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188382 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61810 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35639 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36347 members 
Mstep: Class 11 contains 6622 members 
Mstep: Class 12 contains 17636 members 
Mstep: Class 13 contains 164868 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 236100 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18982 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284824 members 
Mstep: Class 23 contains 43315 members 
Mstep: Class 24 contains 16410 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13525 members 
Mstep: Class 27 contains 205254 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6337 members 
Mstep: Class 30 contains 41957 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69311 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147888.000000 Penalty: 131188.937500
Iteration 367Q: 38 clusters Score -1.571479e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188398 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61814 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35639 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36347 members 
Mstep: Class 11 contains 6622 members 
Mstep: Class 12 contains 17636 members 
Mstep: Class 13 contains 164871 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 236080 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284820 members 
Mstep: Class 23 contains 43314 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13526 members 
Mstep: Class 27 contains 205257 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6337 members 
Mstep: Class 30 contains 41956 members 
Mstep: Class 31 contains 20293 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 69306 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147984.000000 Penalty: 131188.937500
Iteration 368Q: 38 clusters Score -1.57148e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188413 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61816 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35640 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36347 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 17634 members 
Mstep: Class 13 contains 164875 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 236062 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18980 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284816 members 
Mstep: Class 23 contains 43316 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13528 members 
Mstep: Class 27 contains 205257 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6338 members 
Mstep: Class 30 contains 41955 members 
Mstep: Class 31 contains 20293 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69303 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148032.000000 Penalty: 131188.937500
Iteration 369Q: 38 clusters Score -1.57148e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188431 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9438 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61816 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35639 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36346 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 17633 members 
Mstep: Class 13 contains 164882 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 236045 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18980 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284810 members 
Mstep: Class 23 contains 43317 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13531 members 
Mstep: Class 27 contains 205254 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6339 members 
Mstep: Class 30 contains 41955 members 
Mstep: Class 31 contains 20293 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69302 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148032.000000 Penalty: 131188.937500
Iteration 370Q: 38 clusters Score -1.57148e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188448 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 9438 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61818 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35639 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36346 members 
Mstep: Class 11 contains 6626 members 
Mstep: Class 12 contains 17633 members 
Mstep: Class 13 contains 164882 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 236020 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18980 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284809 members 
Mstep: Class 23 contains 43319 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13530 members 
Mstep: Class 27 contains 205258 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6339 members 
Mstep: Class 30 contains 41955 members 
Mstep: Class 31 contains 20293 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69303 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148128.000000 Penalty: 131188.937500
Iteration 371Q: 38 clusters Score -1.571481e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188464 members 
Mstep: Class 2 contains 8617 members 
Mstep: Class 3 contains 9436 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61820 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35640 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36348 members 
Mstep: Class 11 contains 6626 members 
Mstep: Class 12 contains 17633 members 
Mstep: Class 13 contains 164890 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 235994 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18979 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284806 members 
Mstep: Class 23 contains 43320 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13532 members 
Mstep: Class 27 contains 205261 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6338 members 
Mstep: Class 30 contains 41956 members 
Mstep: Class 31 contains 20293 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69302 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148016.000000 Penalty: 131188.937500
Iteration 372Q: 38 clusters Score -1.57148e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188476 members 
Mstep: Class 2 contains 8617 members 
Mstep: Class 3 contains 9436 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61823 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35638 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36348 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17633 members 
Mstep: Class 13 contains 164897 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 235978 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18980 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284799 members 
Mstep: Class 23 contains 43320 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205259 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6338 members 
Mstep: Class 30 contains 41957 members 
Mstep: Class 31 contains 20292 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69302 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147968.000000 Penalty: 131188.937500
Iteration 373Q: 38 clusters Score -1.57148e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188484 members 
Mstep: Class 2 contains 8617 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61824 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35638 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36348 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17633 members 
Mstep: Class 13 contains 164904 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 235959 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18980 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284803 members 
Mstep: Class 23 contains 43320 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205258 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6339 members 
Mstep: Class 30 contains 41957 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69302 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148048.000000 Penalty: 131188.937500
Iteration 374Q: 38 clusters Score -1.57148e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188494 members 
Mstep: Class 2 contains 8617 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61826 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35638 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36348 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17633 members 
Mstep: Class 13 contains 164908 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 235943 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18980 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284803 members 
Mstep: Class 23 contains 43320 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205257 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41958 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69301 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148016.000000 Penalty: 131188.937500
Iteration 375Q: 38 clusters Score -1.57148e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188498 members 
Mstep: Class 2 contains 8617 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61828 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35638 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36348 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17633 members 
Mstep: Class 13 contains 164913 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 235933 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284803 members 
Mstep: Class 23 contains 43319 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205258 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41958 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69299 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148016.000000 Penalty: 131188.937500
Iteration 376Q: 38 clusters Score -1.57148e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188504 members 
Mstep: Class 2 contains 8617 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61830 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35639 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36349 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17633 members 
Mstep: Class 13 contains 164916 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 235921 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284801 members 
Mstep: Class 23 contains 43319 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205262 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41959 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69297 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148000.000000 Penalty: 131188.937500
Iteration 377Q: 38 clusters Score -1.57148e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188508 members 
Mstep: Class 2 contains 8617 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61831 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35641 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36350 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164922 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 235909 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284799 members 
Mstep: Class 23 contains 43318 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205268 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41959 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69293 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148032.000000 Penalty: 131188.937500
Iteration 378Q: 38 clusters Score -1.57148e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188510 members 
Mstep: Class 2 contains 8617 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61832 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35641 members 
Mstep: Class 9 contains 16349 members 
Mstep: Class 10 contains 36350 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164926 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 235902 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284799 members 
Mstep: Class 23 contains 43319 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205269 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41959 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69292 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148000.000000 Penalty: 131188.937500
Iteration 379Q: 38 clusters Score -1.57148e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188516 members 
Mstep: Class 2 contains 8617 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61833 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35641 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36351 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164929 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 235892 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284795 members 
Mstep: Class 23 contains 43319 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205275 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41960 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69289 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148000.000000 Penalty: 131188.937500
Iteration 380F: 38 clusters Score -1.57148e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188522 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61833 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36351 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164934 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 235881 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284791 members 
Mstep: Class 23 contains 43319 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205281 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69287 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148000.000000 Penalty: 131188.937500
Iteration 381Q: 38 clusters Score -1.57148e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188529 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61832 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36352 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164937 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 235870 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284787 members 
Mstep: Class 23 contains 43320 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205287 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69285 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148000.000000 Penalty: 131188.937500
Iteration 382Q: 38 clusters Score -1.57148e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188538 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61832 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36350 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164942 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 235863 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284783 members 
Mstep: Class 23 contains 43320 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205290 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69282 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148000.000000 Penalty: 131188.937500
Iteration 383Q: 38 clusters Score -1.57148e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188543 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61832 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36350 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164948 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 235859 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284780 members 
Mstep: Class 23 contains 43321 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205289 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41960 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69281 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147920.000000 Penalty: 131188.937500
Iteration 384Q: 38 clusters Score -1.571479e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188549 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61834 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36351 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164954 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 235848 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284776 members 
Mstep: Class 23 contains 43321 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205293 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41960 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69277 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147968.000000 Penalty: 131188.937500
Iteration 385Q: 38 clusters Score -1.57148e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188557 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61836 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36352 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164961 members 
Mstep: Class 14 contains 16262 members 
Mstep: Class 15 contains 235839 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284770 members 
Mstep: Class 23 contains 43321 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205296 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41960 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69272 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147888.000000 Penalty: 131188.937500
Iteration 386Q: 38 clusters Score -1.571479e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188560 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61838 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36354 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164967 members 
Mstep: Class 14 contains 16263 members 
Mstep: Class 15 contains 235832 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284771 members 
Mstep: Class 23 contains 43321 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205296 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41960 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69264 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148000.000000 Penalty: 131188.937500
Iteration 387Q: 38 clusters Score -1.57148e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188563 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61840 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36354 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164972 members 
Mstep: Class 14 contains 16263 members 
Mstep: Class 15 contains 235831 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284767 members 
Mstep: Class 23 contains 43320 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205297 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41960 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69258 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148016.000000 Penalty: 131188.937500
Iteration 388Q: 38 clusters Score -1.57148e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188566 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61839 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36356 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164977 members 
Mstep: Class 14 contains 16263 members 
Mstep: Class 15 contains 235827 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284766 members 
Mstep: Class 23 contains 43320 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205297 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41960 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69255 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148000.000000 Penalty: 131188.937500
Iteration 389Q: 38 clusters Score -1.57148e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188572 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61838 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36358 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164978 members 
Mstep: Class 14 contains 16263 members 
Mstep: Class 15 contains 235822 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284763 members 
Mstep: Class 23 contains 43320 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205299 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41960 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69253 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148016.000000 Penalty: 131188.937500
Iteration 390Q: 38 clusters Score -1.57148e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188581 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61838 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36359 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164980 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235813 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284762 members 
Mstep: Class 23 contains 43320 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205298 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41960 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69252 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148016.000000 Penalty: 131188.937500
Iteration 391Q: 38 clusters Score -1.57148e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188585 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61838 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16346 members 
Mstep: Class 10 contains 36359 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164983 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235807 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284762 members 
Mstep: Class 23 contains 43321 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205299 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41960 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69250 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148032.000000 Penalty: 131188.937500
Iteration 392Q: 38 clusters Score -1.57148e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188590 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61838 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16346 members 
Mstep: Class 10 contains 36359 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164985 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235803 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284761 members 
Mstep: Class 23 contains 43322 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205296 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69249 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147984.000000 Penalty: 131188.937500
Iteration 393Q: 38 clusters Score -1.57148e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188594 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61839 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36359 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164987 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235800 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284760 members 
Mstep: Class 23 contains 43324 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205293 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69247 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148064.000000 Penalty: 131188.937500
Iteration 394Q: 38 clusters Score -1.571481e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188597 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61838 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36359 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164989 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235797 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284760 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205293 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69247 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148016.000000 Penalty: 131188.937500
Iteration 395Q: 38 clusters Score -1.57148e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188601 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61838 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36359 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164990 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235795 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284759 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205292 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69247 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148032.000000 Penalty: 131188.937500
Iteration 396Q: 38 clusters Score -1.57148e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188607 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61838 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36359 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164991 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235790 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284756 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205294 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69246 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148032.000000 Penalty: 131188.937500
Iteration 397Q: 38 clusters Score -1.57148e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188613 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61838 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36359 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164991 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235788 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284755 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205294 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69243 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148016.000000 Penalty: 131188.937500
Iteration 398Q: 38 clusters Score -1.57148e+08 nChanged 7
Entering ConstructFrom: 
Score: -157148016.000000 Penalty: 131188.937500
Entering ConstructFrom: 
Trying to split cluster 1 (188616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188616 members 
Entering Unmasked Estep 
Score: -18950536.000000 Penalty: 3012.572266
	Iteration 0F: 2 clusters Score -1.895054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94423 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -18825084.000000 Penalty: 6025.144531
	Iteration 0F: 3 clusters Score -1.882508e+07 nChanged 90343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 92058 members 
Entering Unmasked Estep 
Score: -18877382.000000 Penalty: 6025.144531
	Iteration 1F: 3 clusters Score -1.887738e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98154 members 
Mstep: Class 2 contains 90462 members 
Entering Unmasked Estep 
Score: -18878454.000000 Penalty: 6025.144531
	Iteration 2Q: 3 clusters Score -1.887845e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100701 members 
Mstep: Class 2 contains 87915 members 
Entering Unmasked Estep 
Score: -18879588.000000 Penalty: 6025.144531
	Iteration 3Q: 3 clusters Score -1.887959e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -18881162.000000 Penalty: 6025.144531
	Iteration 4Q: 3 clusters Score -1.888116e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110364 members 
Mstep: Class 2 contains 78252 members 
Entering Unmasked Estep 
Score: -18883332.000000 Penalty: 6025.144531
	Iteration 5Q: 3 clusters Score -1.888333e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118962 members 
Mstep: Class 2 contains 69654 members 
Entering Unmasked Estep 
Score: -18887778.000000 Penalty: 6025.144531
	Iteration 6Q: 3 clusters Score -1.888778e+07 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130876 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -18895422.000000 Penalty: 6025.144531
	Iteration 7F: 3 clusters Score -1.889542e+07 nChanged 15220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146048 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -18907308.000000 Penalty: 6025.144531
	Iteration 8F: 3 clusters Score -1.890731e+07 nChanged 16565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162613 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -18922758.000000 Penalty: 6025.144531
	Iteration 9F: 3 clusters Score -1.892276e+07 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176159 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -18935996.000000 Penalty: 6025.144531
	Iteration 10F: 3 clusters Score -1.8936e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184035 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -18943674.000000 Penalty: 6025.144531
	Iteration 11Q: 3 clusters Score -1.894367e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187151 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -18946600.000000 Penalty: 6025.144531
	Iteration 12Q: 3 clusters Score -1.89466e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188033 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -18947386.000000 Penalty: 6025.144531
	Iteration 13Q: 3 clusters Score -1.894739e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188254 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18947676.000000 Penalty: 6025.144531
	Iteration 14Q: 3 clusters Score -1.894768e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188307 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -18947788.000000 Penalty: 6025.144531
	Iteration 15Q: 3 clusters Score -1.894779e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188330 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -18947844.000000 Penalty: 6025.144531
	Iteration 16Q: 3 clusters Score -1.894784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188335 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -18947864.000000 Penalty: 6025.144531
	Iteration 17Q: 3 clusters Score -1.894786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188336 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -18947854.000000 Penalty: 6025.144531
	Iteration 18Q: 3 clusters Score -1.894785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188337 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18947860.000000 Penalty: 6025.144531
	Iteration 19Q: 3 clusters Score -1.894786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188342 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18947876.000000 Penalty: 6025.144531
	Iteration 20F: 3 clusters Score -1.894788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188343 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18947872.000000 Penalty: 6025.144531
	Iteration 21Q: 3 clusters Score -1.894787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188345 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18947880.000000 Penalty: 6025.144531
	Iteration 22Q: 3 clusters Score -1.894788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188347 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18947868.000000 Penalty: 6025.144531
	Iteration 23Q: 3 clusters Score -1.894787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188348 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18947874.000000 Penalty: 6025.144531
	Iteration 24Q: 3 clusters Score -1.894787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188347 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18947872.000000 Penalty: 6025.144531
	Iteration 25Q: 3 clusters Score -1.894787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188347 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18947872.000000 Penalty: 6025.144531
	Iteration 26F: 3 clusters Score -1.894787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Entering Unmasked Estep 
Score: -863368.750000 Penalty: 2247.221436
	Iteration 0F: 2 clusters Score -863368.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -856615.250000 Penalty: 4494.442871
	Iteration 0F: 3 clusters Score -856615.2 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -858504.562500 Penalty: 4494.442871
	Iteration 1F: 3 clusters Score -858504.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -858810.750000 Penalty: 4494.442871
	Iteration 2F: 3 clusters Score -858810.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -859087.125000 Penalty: 4494.442871
	Iteration 3F: 3 clusters Score -859087.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -859321.625000 Penalty: 4494.442871
	Iteration 4Q: 3 clusters Score -859321.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -859546.562500 Penalty: 4494.442871
	Iteration 5Q: 3 clusters Score -859546.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -859771.687500 Penalty: 4494.442871
	Iteration 6Q: 3 clusters Score -859771.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -859999.062500 Penalty: 4494.442871
	Iteration 7Q: 3 clusters Score -859999.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -860234.625000 Penalty: 4494.442871
	Iteration 8Q: 3 clusters Score -860234.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -860465.250000 Penalty: 4494.442871
	Iteration 9Q: 3 clusters Score -860465.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -860647.062500 Penalty: 4494.442871
	Iteration 10Q: 3 clusters Score -860647.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -860805.312500 Penalty: 4494.442871
	Iteration 11Q: 3 clusters Score -860805.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -860929.312500 Penalty: 4494.442871
	Iteration 12Q: 3 clusters Score -860929.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -861020.500000 Penalty: 4494.442871
	Iteration 13Q: 3 clusters Score -861020.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -861092.937500 Penalty: 4494.442871
	Iteration 14Q: 3 clusters Score -861092.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -861158.312500 Penalty: 4494.442871
	Iteration 15Q: 3 clusters Score -861158.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -861210.062500 Penalty: 4494.442871
	Iteration 16Q: 3 clusters Score -861210.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -861255.625000 Penalty: 4494.442871
	Iteration 17Q: 3 clusters Score -861255.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -861289.687500 Penalty: 4494.442871
	Iteration 18Q: 3 clusters Score -861289.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -861316.687500 Penalty: 4494.442871
	Iteration 19Q: 3 clusters Score -861316.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -861339.562500 Penalty: 4494.442871
	Iteration 20F: 3 clusters Score -861339.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -861357.000000 Penalty: 4494.442871
	Iteration 21Q: 3 clusters Score -861357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -861373.937500 Penalty: 4494.442871
	Iteration 22Q: 3 clusters Score -861373.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -861392.375000 Penalty: 4494.442871
	Iteration 23Q: 3 clusters Score -861392.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -861411.687500 Penalty: 4494.442871
	Iteration 24Q: 3 clusters Score -861411.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -861423.062500 Penalty: 4494.442871
	Iteration 25Q: 3 clusters Score -861423.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -861435.125000 Penalty: 4494.442871
	Iteration 26Q: 3 clusters Score -861435.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -861450.062500 Penalty: 4494.442871
	Iteration 27Q: 3 clusters Score -861450.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -861461.375000 Penalty: 4494.442871
	Iteration 28Q: 3 clusters Score -861461.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -861472.375000 Penalty: 4494.442871
	Iteration 29Q: 3 clusters Score -861472.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -861484.812500 Penalty: 4494.442871
	Iteration 30Q: 3 clusters Score -861484.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -861490.625000 Penalty: 4494.442871
	Iteration 31Q: 3 clusters Score -861490.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -861500.250000 Penalty: 4494.442871
	Iteration 32Q: 3 clusters Score -861500.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -861508.187500 Penalty: 4494.442871
	Iteration 33Q: 3 clusters Score -861508.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -861511.687500 Penalty: 4494.442871
	Iteration 34Q: 3 clusters Score -861511.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -861517.312500 Penalty: 4494.442871
	Iteration 35Q: 3 clusters Score -861517.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -861528.000000 Penalty: 4494.442871
	Iteration 36Q: 3 clusters Score -861528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -861534.750000 Penalty: 4494.442871
	Iteration 37Q: 3 clusters Score -861534.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -861542.812500 Penalty: 4494.442871
	Iteration 38Q: 3 clusters Score -861542.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -861552.437500 Penalty: 4494.442871
	Iteration 39Q: 3 clusters Score -861552.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -861559.500000 Penalty: 4494.442871
	Iteration 40F: 3 clusters Score -861559.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -861563.187500 Penalty: 4494.442871
	Iteration 41Q: 3 clusters Score -861563.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -861573.500000 Penalty: 4494.442871
	Iteration 42Q: 3 clusters Score -861573.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -861579.250000 Penalty: 4494.442871
	Iteration 43Q: 3 clusters Score -861579.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -861587.000000 Penalty: 4494.442871
	Iteration 44Q: 3 clusters Score -861587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -861592.437500 Penalty: 4494.442871
	Iteration 45Q: 3 clusters Score -861592.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -861596.312500 Penalty: 4494.442871
	Iteration 46Q: 3 clusters Score -861596.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -861602.062500 Penalty: 4494.442871
	Iteration 47Q: 3 clusters Score -861602.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -861607.187500 Penalty: 4494.442871
	Iteration 48Q: 3 clusters Score -861607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -861613.562500 Penalty: 4494.442871
	Iteration 49Q: 3 clusters Score -861613.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -861616.625000 Penalty: 4494.442871
	Iteration 50Q: 3 clusters Score -861616.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -861617.562500 Penalty: 4494.442871
	Iteration 51Q: 3 clusters Score -861617.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -861622.875000 Penalty: 4494.442871
	Iteration 52Q: 3 clusters Score -861622.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -861626.687500 Penalty: 4494.442871
	Iteration 53Q: 3 clusters Score -861626.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -861630.375000 Penalty: 4494.442871
	Iteration 54Q: 3 clusters Score -861630.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -861631.500000 Penalty: 4494.442871
	Iteration 55Q: 3 clusters Score -861631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -861631.500000 Penalty: 4494.442871
	Iteration 56Q: 3 clusters Score -861631.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -861632.000000 Penalty: 4494.442871
	Iteration 57Q: 3 clusters Score -861632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -861635.375000 Penalty: 4494.442871
	Iteration 58Q: 3 clusters Score -861635.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -861635.312500 Penalty: 4494.442871
	Iteration 59Q: 3 clusters Score -861635.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -861638.000000 Penalty: 4494.442871
	Iteration 60F: 3 clusters Score -861638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -861637.937500 Penalty: 4494.442871
	Iteration 61Q: 3 clusters Score -861637.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -861638.187500 Penalty: 4494.442871
	Iteration 62Q: 3 clusters Score -861638.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -861637.875000 Penalty: 4494.442871
	Iteration 63Q: 3 clusters Score -861637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -861637.875000 Penalty: 4494.442871
	Iteration 64F: 3 clusters Score -861637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Entering Unmasked Estep 
Score: -908120.250000 Penalty: 2269.714844
	Iteration 0F: 2 clusters Score -908120.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -900842.125000 Penalty: 4539.429688
	Iteration 0F: 3 clusters Score -900842.1 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -902903.312500 Penalty: 4539.429688
	Iteration 1F: 3 clusters Score -902903.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -903231.812500 Penalty: 4539.429688
	Iteration 2F: 3 clusters Score -903231.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -903520.000000 Penalty: 4539.429688
	Iteration 3F: 3 clusters Score -903520 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -903731.625000 Penalty: 4539.429688
	Iteration 4Q: 3 clusters Score -903731.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -903888.500000 Penalty: 4539.429688
	Iteration 5Q: 3 clusters Score -903888.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -904039.250000 Penalty: 4539.429688
	Iteration 6Q: 3 clusters Score -904039.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -904153.500000 Penalty: 4539.429688
	Iteration 7Q: 3 clusters Score -904153.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -904245.750000 Penalty: 4539.429688
	Iteration 8Q: 3 clusters Score -904245.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -904338.187500 Penalty: 4539.429688
	Iteration 9Q: 3 clusters Score -904338.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -904429.062500 Penalty: 4539.429688
	Iteration 10Q: 3 clusters Score -904429.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -904499.812500 Penalty: 4539.429688
	Iteration 11Q: 3 clusters Score -904499.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -904568.812500 Penalty: 4539.429688
	Iteration 12Q: 3 clusters Score -904568.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -904634.750000 Penalty: 4539.429688
	Iteration 13Q: 3 clusters Score -904634.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -904702.562500 Penalty: 4539.429688
	Iteration 14Q: 3 clusters Score -904702.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -904768.812500 Penalty: 4539.429688
	Iteration 15Q: 3 clusters Score -904768.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -904821.500000 Penalty: 4539.429688
	Iteration 16Q: 3 clusters Score -904821.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -904876.687500 Penalty: 4539.429688
	Iteration 17Q: 3 clusters Score -904876.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -904936.125000 Penalty: 4539.429688
	Iteration 18Q: 3 clusters Score -904936.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -904992.562500 Penalty: 4539.429688
	Iteration 19Q: 3 clusters Score -904992.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -905055.500000 Penalty: 4539.429688
	Iteration 20F: 3 clusters Score -905055.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -905127.312500 Penalty: 4539.429688
	Iteration 21Q: 3 clusters Score -905127.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -905204.937500 Penalty: 4539.429688
	Iteration 22Q: 3 clusters Score -905204.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -905292.250000 Penalty: 4539.429688
	Iteration 23Q: 3 clusters Score -905292.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -905378.750000 Penalty: 4539.429688
	Iteration 24Q: 3 clusters Score -905378.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -905452.750000 Penalty: 4539.429688
	Iteration 25Q: 3 clusters Score -905452.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -905529.500000 Penalty: 4539.429688
	Iteration 26Q: 3 clusters Score -905529.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -905603.625000 Penalty: 4539.429688
	Iteration 27Q: 3 clusters Score -905603.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -905680.375000 Penalty: 4539.429688
	Iteration 28Q: 3 clusters Score -905680.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -905757.875000 Penalty: 4539.429688
	Iteration 29Q: 3 clusters Score -905757.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -905833.312500 Penalty: 4539.429688
	Iteration 30Q: 3 clusters Score -905833.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -905904.875000 Penalty: 4539.429688
	Iteration 31Q: 3 clusters Score -905904.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -905950.875000 Penalty: 4539.429688
	Iteration 32Q: 3 clusters Score -905950.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -905993.500000 Penalty: 4539.429688
	Iteration 33Q: 3 clusters Score -905993.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -906020.750000 Penalty: 4539.429688
	Iteration 34Q: 3 clusters Score -906020.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -906051.062500 Penalty: 4539.429688
	Iteration 35Q: 3 clusters Score -906051.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -906076.250000 Penalty: 4539.429688
	Iteration 36Q: 3 clusters Score -906076.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -906091.875000 Penalty: 4539.429688
	Iteration 37Q: 3 clusters Score -906091.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -906108.625000 Penalty: 4539.429688
	Iteration 38Q: 3 clusters Score -906108.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -906122.375000 Penalty: 4539.429688
	Iteration 39Q: 3 clusters Score -906122.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -906133.187500 Penalty: 4539.429688
	Iteration 40F: 3 clusters Score -906133.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -906138.000000 Penalty: 4539.429688
	Iteration 41Q: 3 clusters Score -906138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -906149.625000 Penalty: 4539.429688
	Iteration 42Q: 3 clusters Score -906149.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -906157.437500 Penalty: 4539.429688
	Iteration 43Q: 3 clusters Score -906157.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -906165.437500 Penalty: 4539.429688
	Iteration 44Q: 3 clusters Score -906165.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -906171.375000 Penalty: 4539.429688
	Iteration 45Q: 3 clusters Score -906171.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -906177.937500 Penalty: 4539.429688
	Iteration 46Q: 3 clusters Score -906177.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -906187.062500 Penalty: 4539.429688
	Iteration 47Q: 3 clusters Score -906187.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -906188.500000 Penalty: 4539.429688
	Iteration 48Q: 3 clusters Score -906188.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -906191.500000 Penalty: 4539.429688
	Iteration 49Q: 3 clusters Score -906191.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -906193.687500 Penalty: 4539.429688
	Iteration 50Q: 3 clusters Score -906193.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -906203.000000 Penalty: 4539.429688
	Iteration 51Q: 3 clusters Score -906203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -906215.125000 Penalty: 4539.429688
	Iteration 52Q: 3 clusters Score -906215.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -906221.750000 Penalty: 4539.429688
	Iteration 53Q: 3 clusters Score -906221.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -906228.375000 Penalty: 4539.429688
	Iteration 54Q: 3 clusters Score -906228.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -906230.250000 Penalty: 4539.429688
	Iteration 55Q: 3 clusters Score -906230.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -906236.750000 Penalty: 4539.429688
	Iteration 56Q: 3 clusters Score -906236.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -906244.875000 Penalty: 4539.429688
	Iteration 57Q: 3 clusters Score -906244.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -906252.750000 Penalty: 4539.429688
	Iteration 58Q: 3 clusters Score -906252.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -906261.437500 Penalty: 4539.429688
	Iteration 59Q: 3 clusters Score -906261.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -906270.375000 Penalty: 4539.429688
	Iteration 60F: 3 clusters Score -906270.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -906283.000000 Penalty: 4539.429688
	Iteration 61Q: 3 clusters Score -906283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -906289.375000 Penalty: 4539.429688
	Iteration 62Q: 3 clusters Score -906289.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -906293.375000 Penalty: 4539.429688
	Iteration 63Q: 3 clusters Score -906293.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -906294.250000 Penalty: 4539.429688
	Iteration 64Q: 3 clusters Score -906294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -906294.625000 Penalty: 4539.429688
	Iteration 65Q: 3 clusters Score -906294.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -906296.562500 Penalty: 4539.429688
	Iteration 66Q: 3 clusters Score -906296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -906296.437500 Penalty: 4539.429688
	Iteration 67Q: 3 clusters Score -906296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -906299.312500 Penalty: 4539.429688
	Iteration 68Q: 3 clusters Score -906299.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -906298.875000 Penalty: 4539.429688
	Iteration 69Q: 3 clusters Score -906298.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -906298.875000 Penalty: 4539.429688
	Iteration 70F: 3 clusters Score -906298.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Entering Unmasked Estep 
Score: -327116.281250 Penalty: 2021.244385
	Iteration 0F: 2 clusters Score -327116.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -323503.437500 Penalty: 4042.488770
	Iteration 0F: 3 clusters Score -323503.4 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -324341.437500 Penalty: 4042.488770
	Iteration 1F: 3 clusters Score -324341.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -324656.031250 Penalty: 4042.488770
	Iteration 2F: 3 clusters Score -324656 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -324889.937500 Penalty: 4042.488770
	Iteration 3F: 3 clusters Score -324889.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -325036.625000 Penalty: 4042.488770
	Iteration 4Q: 3 clusters Score -325036.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -325125.562500 Penalty: 4042.488770
	Iteration 5Q: 3 clusters Score -325125.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -325183.406250 Penalty: 4042.488770
	Iteration 6Q: 3 clusters Score -325183.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -325219.437500 Penalty: 4042.488770
	Iteration 7Q: 3 clusters Score -325219.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -325245.187500 Penalty: 4042.488770
	Iteration 8Q: 3 clusters Score -325245.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -325270.187500 Penalty: 4042.488770
	Iteration 9Q: 3 clusters Score -325270.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -325284.375000 Penalty: 4042.488770
	Iteration 10Q: 3 clusters Score -325284.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -325301.562500 Penalty: 4042.488770
	Iteration 11Q: 3 clusters Score -325301.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -325316.437500 Penalty: 4042.488770
	Iteration 12Q: 3 clusters Score -325316.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -325328.562500 Penalty: 4042.488770
	Iteration 13Q: 3 clusters Score -325328.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -325346.562500 Penalty: 4042.488770
	Iteration 14Q: 3 clusters Score -325346.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -325365.437500 Penalty: 4042.488770
	Iteration 15Q: 3 clusters Score -325365.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -325384.187500 Penalty: 4042.488770
	Iteration 16Q: 3 clusters Score -325384.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -325409.468750 Penalty: 4042.488770
	Iteration 17Q: 3 clusters Score -325409.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -325428.656250 Penalty: 4042.488770
	Iteration 18Q: 3 clusters Score -325428.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -325445.687500 Penalty: 4042.488770
	Iteration 19Q: 3 clusters Score -325445.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -325467.343750 Penalty: 4042.488770
	Iteration 20F: 3 clusters Score -325467.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -325496.718750 Penalty: 4042.488770
	Iteration 21Q: 3 clusters Score -325496.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -325529.062500 Penalty: 4042.488770
	Iteration 22Q: 3 clusters Score -325529.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -325567.062500 Penalty: 4042.488770
	Iteration 23Q: 3 clusters Score -325567.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -325605.843750 Penalty: 4042.488770
	Iteration 24Q: 3 clusters Score -325605.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -325634.062500 Penalty: 4042.488770
	Iteration 25Q: 3 clusters Score -325634.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -325655.437500 Penalty: 4042.488770
	Iteration 26Q: 3 clusters Score -325655.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -325673.656250 Penalty: 4042.488770
	Iteration 27Q: 3 clusters Score -325673.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -325687.156250 Penalty: 4042.488770
	Iteration 28Q: 3 clusters Score -325687.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -325702.031250 Penalty: 4042.488770
	Iteration 29Q: 3 clusters Score -325702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -325715.562500 Penalty: 4042.488770
	Iteration 30Q: 3 clusters Score -325715.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -325726.312500 Penalty: 4042.488770
	Iteration 31Q: 3 clusters Score -325726.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -325732.031250 Penalty: 4042.488770
	Iteration 32Q: 3 clusters Score -325732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -325740.343750 Penalty: 4042.488770
	Iteration 33Q: 3 clusters Score -325740.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -325747.375000 Penalty: 4042.488770
	Iteration 34Q: 3 clusters Score -325747.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -325755.718750 Penalty: 4042.488770
	Iteration 35Q: 3 clusters Score -325755.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -325760.531250 Penalty: 4042.488770
	Iteration 36Q: 3 clusters Score -325760.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -325767.437500 Penalty: 4042.488770
	Iteration 37Q: 3 clusters Score -325767.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -325770.937500 Penalty: 4042.488770
	Iteration 38Q: 3 clusters Score -325770.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -325776.000000 Penalty: 4042.488770
	Iteration 39Q: 3 clusters Score -325776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -325780.343750 Penalty: 4042.488770
	Iteration 40F: 3 clusters Score -325780.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -325785.562500 Penalty: 4042.488770
	Iteration 41Q: 3 clusters Score -325785.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -325788.968750 Penalty: 4042.488770
	Iteration 42Q: 3 clusters Score -325789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -325791.875000 Penalty: 4042.488770
	Iteration 43Q: 3 clusters Score -325791.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -325793.843750 Penalty: 4042.488770
	Iteration 44Q: 3 clusters Score -325793.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -325798.500000 Penalty: 4042.488770
	Iteration 45Q: 3 clusters Score -325798.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -325806.625000 Penalty: 4042.488770
	Iteration 46Q: 3 clusters Score -325806.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -325813.343750 Penalty: 4042.488770
	Iteration 47Q: 3 clusters Score -325813.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -325817.531250 Penalty: 4042.488770
	Iteration 48Q: 3 clusters Score -325817.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -325823.906250 Penalty: 4042.488770
	Iteration 49Q: 3 clusters Score -325823.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -325827.937500 Penalty: 4042.488770
	Iteration 50Q: 3 clusters Score -325827.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -325833.343750 Penalty: 4042.488770
	Iteration 51Q: 3 clusters Score -325833.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -325841.343750 Penalty: 4042.488770
	Iteration 52Q: 3 clusters Score -325841.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -325849.468750 Penalty: 4042.488770
	Iteration 53Q: 3 clusters Score -325849.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -325857.343750 Penalty: 4042.488770
	Iteration 54Q: 3 clusters Score -325857.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -325867.687500 Penalty: 4042.488770
	Iteration 55Q: 3 clusters Score -325867.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -325883.281250 Penalty: 4042.488770
	Iteration 56Q: 3 clusters Score -325883.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -325895.656250 Penalty: 4042.488770
	Iteration 57Q: 3 clusters Score -325895.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -325905.218750 Penalty: 4042.488770
	Iteration 58Q: 3 clusters Score -325905.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -325908.687500 Penalty: 4042.488770
	Iteration 59Q: 3 clusters Score -325908.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -325910.812500 Penalty: 4042.488770
	Iteration 60F: 3 clusters Score -325910.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -325916.000000 Penalty: 4042.488770
	Iteration 61Q: 3 clusters Score -325916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -325923.656250 Penalty: 4042.488770
	Iteration 62Q: 3 clusters Score -325923.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -325931.468750 Penalty: 4042.488770
	Iteration 63Q: 3 clusters Score -325931.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -325938.312500 Penalty: 4042.488770
	Iteration 64Q: 3 clusters Score -325938.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -325945.500000 Penalty: 4042.488770
	Iteration 65Q: 3 clusters Score -325945.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -325951.343750 Penalty: 4042.488770
	Iteration 66Q: 3 clusters Score -325951.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -325957.000000 Penalty: 4042.488770
	Iteration 67Q: 3 clusters Score -325957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -325961.750000 Penalty: 4042.488770
	Iteration 68Q: 3 clusters Score -325961.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -325966.375000 Penalty: 4042.488770
	Iteration 69Q: 3 clusters Score -325966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -325967.281250 Penalty: 4042.488770
	Iteration 70Q: 3 clusters Score -325967.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -325967.468750 Penalty: 4042.488770
	Iteration 71Q: 3 clusters Score -325967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -325969.250000 Penalty: 4042.488770
	Iteration 72Q: 3 clusters Score -325969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -325970.156250 Penalty: 4042.488770
	Iteration 73Q: 3 clusters Score -325970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -325971.281250 Penalty: 4042.488770
	Iteration 74Q: 3 clusters Score -325971.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -325973.437500 Penalty: 4042.488770
	Iteration 75Q: 3 clusters Score -325973.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -325974.531250 Penalty: 4042.488770
	Iteration 76Q: 3 clusters Score -325974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -325976.500000 Penalty: 4042.488770
	Iteration 77Q: 3 clusters Score -325976.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -325978.781250 Penalty: 4042.488770
	Iteration 78Q: 3 clusters Score -325978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -325978.968750 Penalty: 4042.488770
	Iteration 79Q: 3 clusters Score -325979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -325979.406250 Penalty: 4042.488770
	Iteration 80F: 3 clusters Score -325979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -325980.000000 Penalty: 4042.488770
	Iteration 81Q: 3 clusters Score -325980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -325980.718750 Penalty: 4042.488770
	Iteration 82Q: 3 clusters Score -325980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -325981.593750 Penalty: 4042.488770
	Iteration 83Q: 3 clusters Score -325981.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -325982.812500 Penalty: 4042.488770
	Iteration 84Q: 3 clusters Score -325982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -325985.156250 Penalty: 4042.488770
	Iteration 85Q: 3 clusters Score -325985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -325987.437500 Penalty: 4042.488770
	Iteration 86Q: 3 clusters Score -325987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -325988.062500 Penalty: 4042.488770
	Iteration 87Q: 3 clusters Score -325988.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -325988.062500 Penalty: 4042.488770
	Iteration 88F: 3 clusters Score -325988.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Entering Unmasked Estep 
Score: -426165.125000 Penalty: 2115.711914
	Iteration 0F: 2 clusters Score -426165.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -421705.562500 Penalty: 4231.423828
	Iteration 0F: 3 clusters Score -421705.6 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -423054.625000 Penalty: 4231.423828
	Iteration 1F: 3 clusters Score -423054.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -423384.562500 Penalty: 4231.423828
	Iteration 2F: 3 clusters Score -423384.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -423630.281250 Penalty: 4231.423828
	Iteration 3F: 3 clusters Score -423630.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -423849.156250 Penalty: 4231.423828
	Iteration 4F: 3 clusters Score -423849.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -424035.312500 Penalty: 4231.423828
	Iteration 5Q: 3 clusters Score -424035.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -424220.687500 Penalty: 4231.423828
	Iteration 6Q: 3 clusters Score -424220.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -424355.750000 Penalty: 4231.423828
	Iteration 7Q: 3 clusters Score -424355.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -424486.062500 Penalty: 4231.423828
	Iteration 8Q: 3 clusters Score -424486.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -424605.812500 Penalty: 4231.423828
	Iteration 9Q: 3 clusters Score -424605.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -424710.281250 Penalty: 4231.423828
	Iteration 10Q: 3 clusters Score -424710.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -424801.062500 Penalty: 4231.423828
	Iteration 11Q: 3 clusters Score -424801.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -424875.062500 Penalty: 4231.423828
	Iteration 12Q: 3 clusters Score -424875.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -424932.875000 Penalty: 4231.423828
	Iteration 13Q: 3 clusters Score -424932.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -424968.937500 Penalty: 4231.423828
	Iteration 14Q: 3 clusters Score -424968.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -425002.687500 Penalty: 4231.423828
	Iteration 15Q: 3 clusters Score -425002.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -425039.156250 Penalty: 4231.423828
	Iteration 16Q: 3 clusters Score -425039.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -425073.343750 Penalty: 4231.423828
	Iteration 17Q: 3 clusters Score -425073.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -425102.531250 Penalty: 4231.423828
	Iteration 18Q: 3 clusters Score -425102.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -425125.312500 Penalty: 4231.423828
	Iteration 19Q: 3 clusters Score -425125.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -425155.093750 Penalty: 4231.423828
	Iteration 20F: 3 clusters Score -425155.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -425177.187500 Penalty: 4231.423828
	Iteration 21Q: 3 clusters Score -425177.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -425208.218750 Penalty: 4231.423828
	Iteration 22Q: 3 clusters Score -425208.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -425244.843750 Penalty: 4231.423828
	Iteration 23Q: 3 clusters Score -425244.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -425273.906250 Penalty: 4231.423828
	Iteration 24Q: 3 clusters Score -425273.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -425297.968750 Penalty: 4231.423828
	Iteration 25Q: 3 clusters Score -425298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -425311.687500 Penalty: 4231.423828
	Iteration 26Q: 3 clusters Score -425311.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -425322.343750 Penalty: 4231.423828
	Iteration 27Q: 3 clusters Score -425322.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -425326.875000 Penalty: 4231.423828
	Iteration 28Q: 3 clusters Score -425326.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -425332.968750 Penalty: 4231.423828
	Iteration 29Q: 3 clusters Score -425333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -425339.312500 Penalty: 4231.423828
	Iteration 30Q: 3 clusters Score -425339.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -425344.250000 Penalty: 4231.423828
	Iteration 31Q: 3 clusters Score -425344.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -425351.062500 Penalty: 4231.423828
	Iteration 32Q: 3 clusters Score -425351.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -425354.281250 Penalty: 4231.423828
	Iteration 33Q: 3 clusters Score -425354.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -425357.343750 Penalty: 4231.423828
	Iteration 34Q: 3 clusters Score -425357.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -425360.468750 Penalty: 4231.423828
	Iteration 35Q: 3 clusters Score -425360.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -425364.718750 Penalty: 4231.423828
	Iteration 36Q: 3 clusters Score -425364.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -425369.812500 Penalty: 4231.423828
	Iteration 37Q: 3 clusters Score -425369.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -425372.250000 Penalty: 4231.423828
	Iteration 38Q: 3 clusters Score -425372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -425375.312500 Penalty: 4231.423828
	Iteration 39Q: 3 clusters Score -425375.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -425375.843750 Penalty: 4231.423828
	Iteration 40F: 3 clusters Score -425375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -425377.468750 Penalty: 4231.423828
	Iteration 41Q: 3 clusters Score -425377.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -425379.687500 Penalty: 4231.423828
	Iteration 42Q: 3 clusters Score -425379.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -425382.093750 Penalty: 4231.423828
	Iteration 43Q: 3 clusters Score -425382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -425382.093750 Penalty: 4231.423828
	Iteration 44Q: 3 clusters Score -425382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -425382.000000 Penalty: 4231.423828
	Iteration 45Q: 3 clusters Score -425382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -425382.000000 Penalty: 4231.423828
	Iteration 46F: 3 clusters Score -425382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Entering Unmasked Estep 
Score: -6222882.500000 Penalty: 2736.007812
	Iteration 0F: 2 clusters Score -6222882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -6181468.000000 Penalty: 5472.015625
	Iteration 0F: 3 clusters Score -6181468 nChanged 28744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -6197373.000000 Penalty: 5472.015625
	Iteration 1F: 3 clusters Score -6197373 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -6198100.000000 Penalty: 5472.015625
	Iteration 2Q: 3 clusters Score -6198100 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -6198994.000000 Penalty: 5472.015625
	Iteration 3Q: 3 clusters Score -6198994 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -6200354.000000 Penalty: 5472.015625
	Iteration 4Q: 3 clusters Score -6200354 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -6202353.000000 Penalty: 5472.015625
	Iteration 5Q: 3 clusters Score -6202353 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -6204816.000000 Penalty: 5472.015625
	Iteration 6F: 3 clusters Score -6204816 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -6207396.000000 Penalty: 5472.015625
	Iteration 7F: 3 clusters Score -6207396 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -6209831.500000 Penalty: 5472.015625
	Iteration 8F: 3 clusters Score -6209832 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -6211739.500000 Penalty: 5472.015625
	Iteration 9F: 3 clusters Score -6211740 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -6213071.500000 Penalty: 5472.015625
	Iteration 10Q: 3 clusters Score -6213072 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -6213886.000000 Penalty: 5472.015625
	Iteration 11Q: 3 clusters Score -6213886 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -6214468.000000 Penalty: 5472.015625
	Iteration 12Q: 3 clusters Score -6214468 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -6214912.500000 Penalty: 5472.015625
	Iteration 13Q: 3 clusters Score -6214912 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -6215267.500000 Penalty: 5472.015625
	Iteration 14Q: 3 clusters Score -6215268 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -6215577.500000 Penalty: 5472.015625
	Iteration 15Q: 3 clusters Score -6215578 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -6215869.000000 Penalty: 5472.015625
	Iteration 16Q: 3 clusters Score -6215869 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -6216145.500000 Penalty: 5472.015625
	Iteration 17Q: 3 clusters Score -6216146 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -6216414.500000 Penalty: 5472.015625
	Iteration 18Q: 3 clusters Score -6216414 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -6216684.000000 Penalty: 5472.015625
	Iteration 19Q: 3 clusters Score -6216684 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -6216959.000000 Penalty: 5472.015625
	Iteration 20F: 3 clusters Score -6216959 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -6217243.000000 Penalty: 5472.015625
	Iteration 21Q: 3 clusters Score -6217243 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -6217563.000000 Penalty: 5472.015625
	Iteration 22Q: 3 clusters Score -6217563 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -6217825.000000 Penalty: 5472.015625
	Iteration 23Q: 3 clusters Score -6217825 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -6218095.000000 Penalty: 5472.015625
	Iteration 24Q: 3 clusters Score -6218095 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -6218366.000000 Penalty: 5472.015625
	Iteration 25Q: 3 clusters Score -6218366 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -6218613.500000 Penalty: 5472.015625
	Iteration 26Q: 3 clusters Score -6218614 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -6218884.000000 Penalty: 5472.015625
	Iteration 27Q: 3 clusters Score -6218884 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -6219071.500000 Penalty: 5472.015625
	Iteration 28Q: 3 clusters Score -6219072 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -6219279.000000 Penalty: 5472.015625
	Iteration 29Q: 3 clusters Score -6219279 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -6219445.500000 Penalty: 5472.015625
	Iteration 30Q: 3 clusters Score -6219446 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -6219613.500000 Penalty: 5472.015625
	Iteration 31Q: 3 clusters Score -6219614 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -6219729.500000 Penalty: 5472.015625
	Iteration 32Q: 3 clusters Score -6219730 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -6219872.500000 Penalty: 5472.015625
	Iteration 33Q: 3 clusters Score -6219872 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -6220042.000000 Penalty: 5472.015625
	Iteration 34Q: 3 clusters Score -6220042 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -6220136.000000 Penalty: 5472.015625
	Iteration 35Q: 3 clusters Score -6220136 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -6220253.500000 Penalty: 5472.015625
	Iteration 36Q: 3 clusters Score -6220254 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -6220335.500000 Penalty: 5472.015625
	Iteration 37Q: 3 clusters Score -6220336 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -6220420.000000 Penalty: 5472.015625
	Iteration 38Q: 3 clusters Score -6220420 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -6220493.000000 Penalty: 5472.015625
	Iteration 39Q: 3 clusters Score -6220493 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -6220560.500000 Penalty: 5472.015625
	Iteration 40F: 3 clusters Score -6220560 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -6220579.500000 Penalty: 5472.015625
	Iteration 41Q: 3 clusters Score -6220580 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -6220612.000000 Penalty: 5472.015625
	Iteration 42Q: 3 clusters Score -6220612 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -6220628.500000 Penalty: 5472.015625
	Iteration 43Q: 3 clusters Score -6220628 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -6220648.000000 Penalty: 5472.015625
	Iteration 44Q: 3 clusters Score -6220648 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -6220681.500000 Penalty: 5472.015625
	Iteration 45Q: 3 clusters Score -6220682 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -6220688.000000 Penalty: 5472.015625
	Iteration 46Q: 3 clusters Score -6220688 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -6220724.000000 Penalty: 5472.015625
	Iteration 47Q: 3 clusters Score -6220724 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -6220768.500000 Penalty: 5472.015625
	Iteration 48Q: 3 clusters Score -6220768 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -6220767.000000 Penalty: 5472.015625
	Iteration 49Q: 3 clusters Score -6220767 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -6220807.000000 Penalty: 5472.015625
	Iteration 50Q: 3 clusters Score -6220807 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -6220818.000000 Penalty: 5472.015625
	Iteration 51Q: 3 clusters Score -6220818 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -6220857.000000 Penalty: 5472.015625
	Iteration 52Q: 3 clusters Score -6220857 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -6220858.000000 Penalty: 5472.015625
	Iteration 53Q: 3 clusters Score -6220858 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -6220865.500000 Penalty: 5472.015625
	Iteration 54Q: 3 clusters Score -6220866 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -6220888.000000 Penalty: 5472.015625
	Iteration 55Q: 3 clusters Score -6220888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -6220917.500000 Penalty: 5472.015625
	Iteration 56Q: 3 clusters Score -6220918 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -6220915.500000 Penalty: 5472.015625
	Iteration 57Q: 3 clusters Score -6220916 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -6220917.500000 Penalty: 5472.015625
	Iteration 58Q: 3 clusters Score -6220918 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -6220920.500000 Penalty: 5472.015625
	Iteration 59Q: 3 clusters Score -6220920 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -6220956.000000 Penalty: 5472.015625
	Iteration 60F: 3 clusters Score -6220956 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -6220966.500000 Penalty: 5472.015625
	Iteration 61Q: 3 clusters Score -6220966 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -6220981.500000 Penalty: 5472.015625
	Iteration 62Q: 3 clusters Score -6220982 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -6220975.000000 Penalty: 5472.015625
	Iteration 63Q: 3 clusters Score -6220975 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -6220984.500000 Penalty: 5472.015625
	Iteration 64Q: 3 clusters Score -6220984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -6221012.500000 Penalty: 5472.015625
	Iteration 65Q: 3 clusters Score -6221012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -6221018.500000 Penalty: 5472.015625
	Iteration 66Q: 3 clusters Score -6221018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -6221026.000000 Penalty: 5472.015625
	Iteration 67Q: 3 clusters Score -6221026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -6221048.500000 Penalty: 5472.015625
	Iteration 68Q: 3 clusters Score -6221048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -6221043.000000 Penalty: 5472.015625
	Iteration 69Q: 3 clusters Score -6221043 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -6221051.500000 Penalty: 5472.015625
	Iteration 70Q: 3 clusters Score -6221052 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -6221045.000000 Penalty: 5472.015625
	Iteration 71Q: 3 clusters Score -6221045 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -6221063.500000 Penalty: 5472.015625
	Iteration 72Q: 3 clusters Score -6221064 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -6221074.000000 Penalty: 5472.015625
	Iteration 73Q: 3 clusters Score -6221074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -6221093.000000 Penalty: 5472.015625
	Iteration 74Q: 3 clusters Score -6221093 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -6221094.000000 Penalty: 5472.015625
	Iteration 75Q: 3 clusters Score -6221094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -6221095.500000 Penalty: 5472.015625
	Iteration 76Q: 3 clusters Score -6221096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -6221091.500000 Penalty: 5472.015625
	Iteration 77Q: 3 clusters Score -6221092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -6221111.500000 Penalty: 5472.015625
	Iteration 78Q: 3 clusters Score -6221112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -6221121.000000 Penalty: 5472.015625
	Iteration 79Q: 3 clusters Score -6221121 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -6221125.500000 Penalty: 5472.015625
	Iteration 80F: 3 clusters Score -6221126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -6221124.500000 Penalty: 5472.015625
	Iteration 81Q: 3 clusters Score -6221124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -6221130.500000 Penalty: 5472.015625
	Iteration 82Q: 3 clusters Score -6221130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -6221135.500000 Penalty: 5472.015625
	Iteration 83Q: 3 clusters Score -6221136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -6221143.500000 Penalty: 5472.015625
	Iteration 84Q: 3 clusters Score -6221144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56153 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -6221148.500000 Penalty: 5472.015625
	Iteration 85Q: 3 clusters Score -6221148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -6221143.500000 Penalty: 5472.015625
	Iteration 86Q: 3 clusters Score -6221144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -6221147.000000 Penalty: 5472.015625
	Iteration 87Q: 3 clusters Score -6221147 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -6221142.500000 Penalty: 5472.015625
	Iteration 88Q: 3 clusters Score -6221142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -6221147.000000 Penalty: 5472.015625
	Iteration 89Q: 3 clusters Score -6221147 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -6221151.500000 Penalty: 5472.015625
	Iteration 90Q: 3 clusters Score -6221152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -6221162.500000 Penalty: 5472.015625
	Iteration 91Q: 3 clusters Score -6221162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -6221178.000000 Penalty: 5472.015625
	Iteration 92Q: 3 clusters Score -6221178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -6221199.500000 Penalty: 5472.015625
	Iteration 93Q: 3 clusters Score -6221200 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -6221189.000000 Penalty: 5472.015625
	Iteration 94Q: 3 clusters Score -6221189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -6221203.500000 Penalty: 5472.015625
	Iteration 95Q: 3 clusters Score -6221204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -6221202.000000 Penalty: 5472.015625
	Iteration 96Q: 3 clusters Score -6221202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -6221203.000000 Penalty: 5472.015625
	Iteration 97Q: 3 clusters Score -6221203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -6221215.500000 Penalty: 5472.015625
	Iteration 98Q: 3 clusters Score -6221216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -6221226.500000 Penalty: 5472.015625
	Iteration 99Q: 3 clusters Score -6221226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -6221239.000000 Penalty: 5472.015625
	Iteration 100F: 3 clusters Score -6221239 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -6221237.500000 Penalty: 5472.015625
	Iteration 101Q: 3 clusters Score -6221238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -6221238.000000 Penalty: 5472.015625
	Iteration 102Q: 3 clusters Score -6221238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -6221242.500000 Penalty: 5472.015625
	Iteration 103Q: 3 clusters Score -6221242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -6221271.000000 Penalty: 5472.015625
	Iteration 104Q: 3 clusters Score -6221271 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -6221286.000000 Penalty: 5472.015625
	Iteration 105Q: 3 clusters Score -6221286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -6221272.500000 Penalty: 5472.015625
	Iteration 106Q: 3 clusters Score -6221272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -6221284.000000 Penalty: 5472.015625
	Iteration 107Q: 3 clusters Score -6221284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -6221291.000000 Penalty: 5472.015625
	Iteration 108Q: 3 clusters Score -6221291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -6221305.000000 Penalty: 5472.015625
	Iteration 109Q: 3 clusters Score -6221305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -6221308.500000 Penalty: 5472.015625
	Iteration 110Q: 3 clusters Score -6221308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -6221311.500000 Penalty: 5472.015625
	Iteration 111Q: 3 clusters Score -6221312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -6221323.000000 Penalty: 5472.015625
	Iteration 112Q: 3 clusters Score -6221323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -6221324.000000 Penalty: 5472.015625
	Iteration 113Q: 3 clusters Score -6221324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -6221335.000000 Penalty: 5472.015625
	Iteration 114Q: 3 clusters Score -6221335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -6221343.500000 Penalty: 5472.015625
	Iteration 115Q: 3 clusters Score -6221344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -6221339.000000 Penalty: 5472.015625
	Iteration 116Q: 3 clusters Score -6221339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -6221351.000000 Penalty: 5472.015625
	Iteration 117Q: 3 clusters Score -6221351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -6221360.000000 Penalty: 5472.015625
	Iteration 118Q: 3 clusters Score -6221360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -6221360.000000 Penalty: 5472.015625
	Iteration 119Q: 3 clusters Score -6221360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -6221353.500000 Penalty: 5472.015625
	Iteration 120F: 3 clusters Score -6221354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -6221358.500000 Penalty: 5472.015625
	Iteration 121Q: 3 clusters Score -6221358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -6221359.500000 Penalty: 5472.015625
	Iteration 122Q: 3 clusters Score -6221360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -6221354.000000 Penalty: 5472.015625
	Iteration 123Q: 3 clusters Score -6221354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -6221365.500000 Penalty: 5472.015625
	Iteration 124Q: 3 clusters Score -6221366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -6221365.000000 Penalty: 5472.015625
	Iteration 125Q: 3 clusters Score -6221365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -6221370.000000 Penalty: 5472.015625
	Iteration 126Q: 3 clusters Score -6221370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -6221367.500000 Penalty: 5472.015625
	Iteration 127Q: 3 clusters Score -6221368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -6221370.000000 Penalty: 5472.015625
	Iteration 128Q: 3 clusters Score -6221370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -6221370.500000 Penalty: 5472.015625
	Iteration 129Q: 3 clusters Score -6221370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -6221375.500000 Penalty: 5472.015625
	Iteration 130Q: 3 clusters Score -6221376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -6221379.000000 Penalty: 5472.015625
	Iteration 131Q: 3 clusters Score -6221379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -6221368.000000 Penalty: 5472.015625
	Iteration 132Q: 3 clusters Score -6221368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -6221356.500000 Penalty: 5472.015625
	Iteration 133Q: 3 clusters Score -6221356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -6221363.000000 Penalty: 5472.015625
	Iteration 134Q: 3 clusters Score -6221363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -6221364.000000 Penalty: 5472.015625
	Iteration 135Q: 3 clusters Score -6221364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -6221364.500000 Penalty: 5472.015625
	Iteration 136Q: 3 clusters Score -6221364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -6221370.000000 Penalty: 5472.015625
	Iteration 137Q: 3 clusters Score -6221370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -6221361.000000 Penalty: 5472.015625
	Iteration 138Q: 3 clusters Score -6221361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -6221362.000000 Penalty: 5472.015625
	Iteration 139Q: 3 clusters Score -6221362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58033 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -6221364.500000 Penalty: 5472.015625
	Iteration 140F: 3 clusters Score -6221364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -6221373.000000 Penalty: 5472.015625
	Iteration 141Q: 3 clusters Score -6221373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -6221384.000000 Penalty: 5472.015625
	Iteration 142Q: 3 clusters Score -6221384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -6221381.000000 Penalty: 5472.015625
	Iteration 143Q: 3 clusters Score -6221381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6221385.500000 Penalty: 5472.015625
	Iteration 144Q: 3 clusters Score -6221386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -6221394.500000 Penalty: 5472.015625
	Iteration 145Q: 3 clusters Score -6221394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -6221393.000000 Penalty: 5472.015625
	Iteration 146Q: 3 clusters Score -6221393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6221391.500000 Penalty: 5472.015625
	Iteration 147Q: 3 clusters Score -6221392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -6221396.000000 Penalty: 5472.015625
	Iteration 148Q: 3 clusters Score -6221396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6221394.500000 Penalty: 5472.015625
	Iteration 149Q: 3 clusters Score -6221394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6221394.500000 Penalty: 5472.015625
	Iteration 150F: 3 clusters Score -6221394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -162757.109375 Penalty: 1845.010742
	Iteration 0F: 2 clusters Score -162757.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -160341.421875 Penalty: 3690.021484
	Iteration 0F: 3 clusters Score -160341.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -160760.312500 Penalty: 3690.021484
	Iteration 1F: 3 clusters Score -160760.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -160919.609375 Penalty: 3690.021484
	Iteration 2F: 3 clusters Score -160919.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -161006.718750 Penalty: 3690.021484
	Iteration 3Q: 3 clusters Score -161006.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -161077.062500 Penalty: 3690.021484
	Iteration 4Q: 3 clusters Score -161077.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -161162.750000 Penalty: 3690.021484
	Iteration 5Q: 3 clusters Score -161162.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -161229.109375 Penalty: 3690.021484
	Iteration 6Q: 3 clusters Score -161229.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -161310.531250 Penalty: 3690.021484
	Iteration 7Q: 3 clusters Score -161310.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -161392.203125 Penalty: 3690.021484
	Iteration 8Q: 3 clusters Score -161392.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -161466.031250 Penalty: 3690.021484
	Iteration 9Q: 3 clusters Score -161466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -161523.562500 Penalty: 3690.021484
	Iteration 10Q: 3 clusters Score -161523.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -161566.734375 Penalty: 3690.021484
	Iteration 11Q: 3 clusters Score -161566.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -161602.281250 Penalty: 3690.021484
	Iteration 12Q: 3 clusters Score -161602.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -161622.640625 Penalty: 3690.021484
	Iteration 13Q: 3 clusters Score -161622.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -161634.906250 Penalty: 3690.021484
	Iteration 14Q: 3 clusters Score -161634.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -161638.328125 Penalty: 3690.021484
	Iteration 15Q: 3 clusters Score -161638.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -161639.203125 Penalty: 3690.021484
	Iteration 16Q: 3 clusters Score -161639.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -161639.203125 Penalty: 3690.021484
	Iteration 17F: 3 clusters Score -161639.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Entering Unmasked Estep 
Score: -3476705.250000 Penalty: 2599.357422
	Iteration 0F: 2 clusters Score -3476705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -3452478.000000 Penalty: 5198.714844
	Iteration 0F: 3 clusters Score -3452478 nChanged 16123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3461493.500000 Penalty: 5198.714844
	Iteration 1F: 3 clusters Score -3461494 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3462128.000000 Penalty: 5198.714844
	Iteration 2Q: 3 clusters Score -3462128 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3462948.750000 Penalty: 5198.714844
	Iteration 3Q: 3 clusters Score -3462949 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -3464035.500000 Penalty: 5198.714844
	Iteration 4F: 3 clusters Score -3464036 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -3465586.750000 Penalty: 5198.714844
	Iteration 5F: 3 clusters Score -3465587 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3467587.500000 Penalty: 5198.714844
	Iteration 6F: 3 clusters Score -3467588 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -3469765.000000 Penalty: 5198.714844
	Iteration 7F: 3 clusters Score -3469765 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3471728.000000 Penalty: 5198.714844
	Iteration 8F: 3 clusters Score -3471728 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3472973.500000 Penalty: 5198.714844
	Iteration 9Q: 3 clusters Score -3472974 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3473655.250000 Penalty: 5198.714844
	Iteration 10Q: 3 clusters Score -3473655 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3473997.500000 Penalty: 5198.714844
	Iteration 11Q: 3 clusters Score -3473998 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3474166.500000 Penalty: 5198.714844
	Iteration 12Q: 3 clusters Score -3474166 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3474249.000000 Penalty: 5198.714844
	Iteration 13Q: 3 clusters Score -3474249 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3474313.250000 Penalty: 5198.714844
	Iteration 14Q: 3 clusters Score -3474313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3474360.750000 Penalty: 5198.714844
	Iteration 15Q: 3 clusters Score -3474361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3474396.750000 Penalty: 5198.714844
	Iteration 16Q: 3 clusters Score -3474397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3474409.750000 Penalty: 5198.714844
	Iteration 17Q: 3 clusters Score -3474410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3474435.250000 Penalty: 5198.714844
	Iteration 18Q: 3 clusters Score -3474435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3474450.000000 Penalty: 5198.714844
	Iteration 19Q: 3 clusters Score -3474450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3474463.250000 Penalty: 5198.714844
	Iteration 20F: 3 clusters Score -3474463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3474474.250000 Penalty: 5198.714844
	Iteration 21Q: 3 clusters Score -3474474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3474481.500000 Penalty: 5198.714844
	Iteration 22Q: 3 clusters Score -3474482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3474478.000000 Penalty: 5198.714844
	Iteration 23Q: 3 clusters Score -3474478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3474479.750000 Penalty: 5198.714844
	Iteration 24Q: 3 clusters Score -3474480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3474479.750000 Penalty: 5198.714844
	Iteration 25F: 3 clusters Score -3474480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Entering Unmasked Estep 
Score: -1676915.750000 Penalty: 2406.046143
	Iteration 0F: 2 clusters Score -1676916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1665201.500000 Penalty: 4812.092285
	Iteration 0F: 3 clusters Score -1665202 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1668888.000000 Penalty: 4812.092285
	Iteration 1F: 3 clusters Score -1668888 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1669275.250000 Penalty: 4812.092285
	Iteration 2F: 3 clusters Score -1669275 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1669624.000000 Penalty: 4812.092285
	Iteration 3Q: 3 clusters Score -1669624 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1669936.125000 Penalty: 4812.092285
	Iteration 4Q: 3 clusters Score -1669936 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1670219.000000 Penalty: 4812.092285
	Iteration 5Q: 3 clusters Score -1670219 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1670508.750000 Penalty: 4812.092285
	Iteration 6Q: 3 clusters Score -1670509 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1670797.375000 Penalty: 4812.092285
	Iteration 7Q: 3 clusters Score -1670797 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1671101.000000 Penalty: 4812.092285
	Iteration 8Q: 3 clusters Score -1671101 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1671411.625000 Penalty: 4812.092285
	Iteration 9Q: 3 clusters Score -1671412 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1671729.750000 Penalty: 4812.092285
	Iteration 10Q: 3 clusters Score -1671730 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1672100.750000 Penalty: 4812.092285
	Iteration 11Q: 3 clusters Score -1672101 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1672513.375000 Penalty: 4812.092285
	Iteration 12Q: 3 clusters Score -1672513 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1672954.875000 Penalty: 4812.092285
	Iteration 13Q: 3 clusters Score -1672955 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1673367.000000 Penalty: 4812.092285
	Iteration 14Q: 3 clusters Score -1673367 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1673747.625000 Penalty: 4812.092285
	Iteration 15Q: 3 clusters Score -1673748 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1674040.750000 Penalty: 4812.092285
	Iteration 16Q: 3 clusters Score -1674041 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1674266.500000 Penalty: 4812.092285
	Iteration 17Q: 3 clusters Score -1674266 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1674412.125000 Penalty: 4812.092285
	Iteration 18Q: 3 clusters Score -1674412 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1674504.250000 Penalty: 4812.092285
	Iteration 19Q: 3 clusters Score -1674504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1674562.000000 Penalty: 4812.092285
	Iteration 20F: 3 clusters Score -1674562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1674619.500000 Penalty: 4812.092285
	Iteration 21Q: 3 clusters Score -1674620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1674661.125000 Penalty: 4812.092285
	Iteration 22Q: 3 clusters Score -1674661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1674689.750000 Penalty: 4812.092285
	Iteration 23Q: 3 clusters Score -1674690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1674706.875000 Penalty: 4812.092285
	Iteration 24Q: 3 clusters Score -1674707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1674721.375000 Penalty: 4812.092285
	Iteration 25Q: 3 clusters Score -1674721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1674737.250000 Penalty: 4812.092285
	Iteration 26Q: 3 clusters Score -1674737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1674757.750000 Penalty: 4812.092285
	Iteration 27Q: 3 clusters Score -1674758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -1674769.625000 Penalty: 4812.092285
	Iteration 28Q: 3 clusters Score -1674770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -1674779.625000 Penalty: 4812.092285
	Iteration 29Q: 3 clusters Score -1674780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1674784.125000 Penalty: 4812.092285
	Iteration 30Q: 3 clusters Score -1674784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1674785.250000 Penalty: 4812.092285
	Iteration 31Q: 3 clusters Score -1674785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1674791.750000 Penalty: 4812.092285
	Iteration 32Q: 3 clusters Score -1674792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1674795.125000 Penalty: 4812.092285
	Iteration 33Q: 3 clusters Score -1674795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1674795.500000 Penalty: 4812.092285
	Iteration 34Q: 3 clusters Score -1674796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1674795.500000 Penalty: 4812.092285
	Iteration 35F: 3 clusters Score -1674796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Entering Unmasked Estep 
Score: -3327220.500000 Penalty: 2604.296875
	Iteration 0F: 2 clusters Score -3327220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3302390.000000 Penalty: 5208.593750
	Iteration 0F: 3 clusters Score -3302390 nChanged 16546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3311609.000000 Penalty: 5208.593750
	Iteration 1F: 3 clusters Score -3311609 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3312417.500000 Penalty: 5208.593750
	Iteration 2F: 3 clusters Score -3312418 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3313316.000000 Penalty: 5208.593750
	Iteration 3F: 3 clusters Score -3313316 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -3314375.750000 Penalty: 5208.593750
	Iteration 4F: 3 clusters Score -3314376 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3315644.000000 Penalty: 5208.593750
	Iteration 5F: 3 clusters Score -3315644 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3317103.500000 Penalty: 5208.593750
	Iteration 6F: 3 clusters Score -3317104 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3318591.250000 Penalty: 5208.593750
	Iteration 7F: 3 clusters Score -3318591 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -3319849.500000 Penalty: 5208.593750
	Iteration 8F: 3 clusters Score -3319850 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3320652.250000 Penalty: 5208.593750
	Iteration 9Q: 3 clusters Score -3320652 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3321163.500000 Penalty: 5208.593750
	Iteration 10Q: 3 clusters Score -3321164 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3321497.500000 Penalty: 5208.593750
	Iteration 11Q: 3 clusters Score -3321498 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3321753.750000 Penalty: 5208.593750
	Iteration 12Q: 3 clusters Score -3321754 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3322013.500000 Penalty: 5208.593750
	Iteration 13Q: 3 clusters Score -3322014 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3322220.750000 Penalty: 5208.593750
	Iteration 14Q: 3 clusters Score -3322221 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3322408.250000 Penalty: 5208.593750
	Iteration 15Q: 3 clusters Score -3322408 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -3322592.000000 Penalty: 5208.593750
	Iteration 16Q: 3 clusters Score -3322592 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -3322791.250000 Penalty: 5208.593750
	Iteration 17Q: 3 clusters Score -3322791 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3322977.250000 Penalty: 5208.593750
	Iteration 18Q: 3 clusters Score -3322977 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3323149.750000 Penalty: 5208.593750
	Iteration 19Q: 3 clusters Score -3323150 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -3323321.750000 Penalty: 5208.593750
	Iteration 20F: 3 clusters Score -3323322 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3323495.250000 Penalty: 5208.593750
	Iteration 21Q: 3 clusters Score -3323495 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -3323626.000000 Penalty: 5208.593750
	Iteration 22Q: 3 clusters Score -3323626 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -3323770.000000 Penalty: 5208.593750
	Iteration 23Q: 3 clusters Score -3323770 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -3323882.000000 Penalty: 5208.593750
	Iteration 24Q: 3 clusters Score -3323882 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -3323981.250000 Penalty: 5208.593750
	Iteration 25Q: 3 clusters Score -3323981 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -3324093.750000 Penalty: 5208.593750
	Iteration 26Q: 3 clusters Score -3324094 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -3324219.750000 Penalty: 5208.593750
	Iteration 27Q: 3 clusters Score -3324220 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -3324299.750000 Penalty: 5208.593750
	Iteration 28Q: 3 clusters Score -3324300 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -3324396.750000 Penalty: 5208.593750
	Iteration 29Q: 3 clusters Score -3324397 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -3324478.000000 Penalty: 5208.593750
	Iteration 30Q: 3 clusters Score -3324478 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -3324537.000000 Penalty: 5208.593750
	Iteration 31Q: 3 clusters Score -3324537 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -3324569.750000 Penalty: 5208.593750
	Iteration 32Q: 3 clusters Score -3324570 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3324616.250000 Penalty: 5208.593750
	Iteration 33Q: 3 clusters Score -3324616 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -3324660.000000 Penalty: 5208.593750
	Iteration 34Q: 3 clusters Score -3324660 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -3324701.000000 Penalty: 5208.593750
	Iteration 35Q: 3 clusters Score -3324701 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -3324736.750000 Penalty: 5208.593750
	Iteration 36Q: 3 clusters Score -3324737 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -3324758.500000 Penalty: 5208.593750
	Iteration 37Q: 3 clusters Score -3324758 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -3324785.750000 Penalty: 5208.593750
	Iteration 38Q: 3 clusters Score -3324786 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -3324825.500000 Penalty: 5208.593750
	Iteration 39Q: 3 clusters Score -3324826 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -3324866.250000 Penalty: 5208.593750
	Iteration 40F: 3 clusters Score -3324866 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -3324899.250000 Penalty: 5208.593750
	Iteration 41Q: 3 clusters Score -3324899 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -3324926.000000 Penalty: 5208.593750
	Iteration 42Q: 3 clusters Score -3324926 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -3324953.000000 Penalty: 5208.593750
	Iteration 43Q: 3 clusters Score -3324953 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -3324985.500000 Penalty: 5208.593750
	Iteration 44Q: 3 clusters Score -3324986 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -3325022.000000 Penalty: 5208.593750
	Iteration 45Q: 3 clusters Score -3325022 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -3325075.250000 Penalty: 5208.593750
	Iteration 46Q: 3 clusters Score -3325075 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -3325100.500000 Penalty: 5208.593750
	Iteration 47Q: 3 clusters Score -3325100 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -3325148.000000 Penalty: 5208.593750
	Iteration 48Q: 3 clusters Score -3325148 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -3325163.250000 Penalty: 5208.593750
	Iteration 49Q: 3 clusters Score -3325163 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -3325171.500000 Penalty: 5208.593750
	Iteration 50Q: 3 clusters Score -3325172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -3325180.000000 Penalty: 5208.593750
	Iteration 51Q: 3 clusters Score -3325180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -3325187.000000 Penalty: 5208.593750
	Iteration 52Q: 3 clusters Score -3325187 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -3325211.500000 Penalty: 5208.593750
	Iteration 53Q: 3 clusters Score -3325212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -3325221.000000 Penalty: 5208.593750
	Iteration 54Q: 3 clusters Score -3325221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -3325228.500000 Penalty: 5208.593750
	Iteration 55Q: 3 clusters Score -3325228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -3325247.500000 Penalty: 5208.593750
	Iteration 56Q: 3 clusters Score -3325248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -3325265.000000 Penalty: 5208.593750
	Iteration 57Q: 3 clusters Score -3325265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -3325286.250000 Penalty: 5208.593750
	Iteration 58Q: 3 clusters Score -3325286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -3325317.250000 Penalty: 5208.593750
	Iteration 59Q: 3 clusters Score -3325317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -3325340.000000 Penalty: 5208.593750
	Iteration 60F: 3 clusters Score -3325340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -3325362.500000 Penalty: 5208.593750
	Iteration 61Q: 3 clusters Score -3325362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -3325387.250000 Penalty: 5208.593750
	Iteration 62Q: 3 clusters Score -3325387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -3325415.250000 Penalty: 5208.593750
	Iteration 63Q: 3 clusters Score -3325415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -3325426.250000 Penalty: 5208.593750
	Iteration 64Q: 3 clusters Score -3325426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -3325442.000000 Penalty: 5208.593750
	Iteration 65Q: 3 clusters Score -3325442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -3325484.750000 Penalty: 5208.593750
	Iteration 66Q: 3 clusters Score -3325485 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -3325506.250000 Penalty: 5208.593750
	Iteration 67Q: 3 clusters Score -3325506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -3325528.250000 Penalty: 5208.593750
	Iteration 68Q: 3 clusters Score -3325528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -3325532.500000 Penalty: 5208.593750
	Iteration 69Q: 3 clusters Score -3325532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -3325540.000000 Penalty: 5208.593750
	Iteration 70Q: 3 clusters Score -3325540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -3325539.250000 Penalty: 5208.593750
	Iteration 71Q: 3 clusters Score -3325539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -3325557.750000 Penalty: 5208.593750
	Iteration 72Q: 3 clusters Score -3325558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -3325561.750000 Penalty: 5208.593750
	Iteration 73Q: 3 clusters Score -3325562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -3325580.250000 Penalty: 5208.593750
	Iteration 74Q: 3 clusters Score -3325580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -3325588.250000 Penalty: 5208.593750
	Iteration 75Q: 3 clusters Score -3325588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -3325594.250000 Penalty: 5208.593750
	Iteration 76Q: 3 clusters Score -3325594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -3325599.250000 Penalty: 5208.593750
	Iteration 77Q: 3 clusters Score -3325599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -3325602.500000 Penalty: 5208.593750
	Iteration 78Q: 3 clusters Score -3325602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -3325606.500000 Penalty: 5208.593750
	Iteration 79Q: 3 clusters Score -3325606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -3325611.000000 Penalty: 5208.593750
	Iteration 80F: 3 clusters Score -3325611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -3325619.750000 Penalty: 5208.593750
	Iteration 81Q: 3 clusters Score -3325620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -3325615.750000 Penalty: 5208.593750
	Iteration 82Q: 3 clusters Score -3325616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -3325624.250000 Penalty: 5208.593750
	Iteration 83Q: 3 clusters Score -3325624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -3325623.000000 Penalty: 5208.593750
	Iteration 84Q: 3 clusters Score -3325623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -3325628.000000 Penalty: 5208.593750
	Iteration 85Q: 3 clusters Score -3325628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -3325633.250000 Penalty: 5208.593750
	Iteration 86Q: 3 clusters Score -3325633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -3325630.000000 Penalty: 5208.593750
	Iteration 87Q: 3 clusters Score -3325630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -3325640.500000 Penalty: 5208.593750
	Iteration 88Q: 3 clusters Score -3325640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -3325637.750000 Penalty: 5208.593750
	Iteration 89Q: 3 clusters Score -3325638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -3325639.500000 Penalty: 5208.593750
	Iteration 90Q: 3 clusters Score -3325640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -3325637.000000 Penalty: 5208.593750
	Iteration 91Q: 3 clusters Score -3325637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -3325642.500000 Penalty: 5208.593750
	Iteration 92Q: 3 clusters Score -3325642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -3325640.000000 Penalty: 5208.593750
	Iteration 93Q: 3 clusters Score -3325640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -3325637.750000 Penalty: 5208.593750
	Iteration 94Q: 3 clusters Score -3325638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -3325635.750000 Penalty: 5208.593750
	Iteration 95Q: 3 clusters Score -3325636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -3325637.750000 Penalty: 5208.593750
	Iteration 96Q: 3 clusters Score -3325638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -3325643.000000 Penalty: 5208.593750
	Iteration 97Q: 3 clusters Score -3325643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -3325644.750000 Penalty: 5208.593750
	Iteration 98Q: 3 clusters Score -3325645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -3325644.750000 Penalty: 5208.593750
	Iteration 99F: 3 clusters Score -3325645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Entering Unmasked Estep 
Score: -573651.250000 Penalty: 2182.128906
	Iteration 0F: 2 clusters Score -573651.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -568167.437500 Penalty: 4364.257812
	Iteration 0F: 3 clusters Score -568167.4 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -570032.500000 Penalty: 4364.257812
	Iteration 1F: 3 clusters Score -570032.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -570631.500000 Penalty: 4364.257812
	Iteration 2F: 3 clusters Score -570631.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -571103.625000 Penalty: 4364.257812
	Iteration 3F: 3 clusters Score -571103.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -571513.687500 Penalty: 4364.257812
	Iteration 4F: 3 clusters Score -571513.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -571858.437500 Penalty: 4364.257812
	Iteration 5F: 3 clusters Score -571858.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -572151.437500 Penalty: 4364.257812
	Iteration 6F: 3 clusters Score -572151.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -572392.312500 Penalty: 4364.257812
	Iteration 7Q: 3 clusters Score -572392.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -572594.625000 Penalty: 4364.257812
	Iteration 8Q: 3 clusters Score -572594.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -572728.187500 Penalty: 4364.257812
	Iteration 9Q: 3 clusters Score -572728.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -572822.375000 Penalty: 4364.257812
	Iteration 10Q: 3 clusters Score -572822.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -572904.562500 Penalty: 4364.257812
	Iteration 11Q: 3 clusters Score -572904.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -572975.312500 Penalty: 4364.257812
	Iteration 12Q: 3 clusters Score -572975.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -573052.875000 Penalty: 4364.257812
	Iteration 13Q: 3 clusters Score -573052.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -573119.562500 Penalty: 4364.257812
	Iteration 14Q: 3 clusters Score -573119.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -573154.312500 Penalty: 4364.257812
	Iteration 15Q: 3 clusters Score -573154.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -573168.750000 Penalty: 4364.257812
	Iteration 16Q: 3 clusters Score -573168.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -573182.125000 Penalty: 4364.257812
	Iteration 17Q: 3 clusters Score -573182.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -573190.625000 Penalty: 4364.257812
	Iteration 18Q: 3 clusters Score -573190.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -573201.937500 Penalty: 4364.257812
	Iteration 19Q: 3 clusters Score -573201.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -573212.937500 Penalty: 4364.257812
	Iteration 20F: 3 clusters Score -573212.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -573217.250000 Penalty: 4364.257812
	Iteration 21Q: 3 clusters Score -573217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -573221.187500 Penalty: 4364.257812
	Iteration 22Q: 3 clusters Score -573221.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -573226.687500 Penalty: 4364.257812
	Iteration 23Q: 3 clusters Score -573226.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -573233.562500 Penalty: 4364.257812
	Iteration 24Q: 3 clusters Score -573233.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -573242.625000 Penalty: 4364.257812
	Iteration 25Q: 3 clusters Score -573242.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -573247.187500 Penalty: 4364.257812
	Iteration 26Q: 3 clusters Score -573247.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -573253.375000 Penalty: 4364.257812
	Iteration 27Q: 3 clusters Score -573253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -573256.187500 Penalty: 4364.257812
	Iteration 28Q: 3 clusters Score -573256.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -573256.812500 Penalty: 4364.257812
	Iteration 29Q: 3 clusters Score -573256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -573258.562500 Penalty: 4364.257812
	Iteration 30Q: 3 clusters Score -573258.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -573260.875000 Penalty: 4364.257812
	Iteration 31Q: 3 clusters Score -573260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -573262.625000 Penalty: 4364.257812
	Iteration 32Q: 3 clusters Score -573262.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -573264.562500 Penalty: 4364.257812
	Iteration 33Q: 3 clusters Score -573264.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -573266.000000 Penalty: 4364.257812
	Iteration 34Q: 3 clusters Score -573266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -573267.875000 Penalty: 4364.257812
	Iteration 35Q: 3 clusters Score -573267.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -573269.437500 Penalty: 4364.257812
	Iteration 36Q: 3 clusters Score -573269.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -573271.125000 Penalty: 4364.257812
	Iteration 37Q: 3 clusters Score -573271.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -573273.187500 Penalty: 4364.257812
	Iteration 38Q: 3 clusters Score -573273.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -573272.812500 Penalty: 4364.257812
	Iteration 39Q: 3 clusters Score -573272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -573275.750000 Penalty: 4364.257812
	Iteration 40F: 3 clusters Score -573275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -573275.437500 Penalty: 4364.257812
	Iteration 41Q: 3 clusters Score -573275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -573277.062500 Penalty: 4364.257812
	Iteration 42Q: 3 clusters Score -573277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -573277.062500 Penalty: 4364.257812
	Iteration 43F: 3 clusters Score -573277.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Entering Unmasked Estep 
Score: -1717050.750000 Penalty: 2424.812744
	Iteration 0F: 2 clusters Score -1717051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1704490.625000 Penalty: 4849.625488
	Iteration 0F: 3 clusters Score -1704491 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1708720.000000 Penalty: 4849.625488
	Iteration 1F: 3 clusters Score -1708720 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1709195.000000 Penalty: 4849.625488
	Iteration 2F: 3 clusters Score -1709195 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1709615.500000 Penalty: 4849.625488
	Iteration 3F: 3 clusters Score -1709616 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1710078.500000 Penalty: 4849.625488
	Iteration 4Q: 3 clusters Score -1710078 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1710594.250000 Penalty: 4849.625488
	Iteration 5F: 3 clusters Score -1710594 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1711150.000000 Penalty: 4849.625488
	Iteration 6F: 3 clusters Score -1711150 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1711773.625000 Penalty: 4849.625488
	Iteration 7F: 3 clusters Score -1711774 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1712321.375000 Penalty: 4849.625488
	Iteration 8Q: 3 clusters Score -1712321 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1712807.000000 Penalty: 4849.625488
	Iteration 9Q: 3 clusters Score -1712807 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1713224.125000 Penalty: 4849.625488
	Iteration 10Q: 3 clusters Score -1713224 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1713589.375000 Penalty: 4849.625488
	Iteration 11Q: 3 clusters Score -1713589 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1713922.250000 Penalty: 4849.625488
	Iteration 12Q: 3 clusters Score -1713922 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1714151.125000 Penalty: 4849.625488
	Iteration 13Q: 3 clusters Score -1714151 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1714325.375000 Penalty: 4849.625488
	Iteration 14Q: 3 clusters Score -1714325 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1714438.125000 Penalty: 4849.625488
	Iteration 15Q: 3 clusters Score -1714438 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1714513.125000 Penalty: 4849.625488
	Iteration 16Q: 3 clusters Score -1714513 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1714575.125000 Penalty: 4849.625488
	Iteration 17Q: 3 clusters Score -1714575 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1714635.125000 Penalty: 4849.625488
	Iteration 18Q: 3 clusters Score -1714635 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1714680.500000 Penalty: 4849.625488
	Iteration 19Q: 3 clusters Score -1714680 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1714719.750000 Penalty: 4849.625488
	Iteration 20F: 3 clusters Score -1714720 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1714760.750000 Penalty: 4849.625488
	Iteration 21Q: 3 clusters Score -1714761 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1714811.250000 Penalty: 4849.625488
	Iteration 22Q: 3 clusters Score -1714811 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1714851.750000 Penalty: 4849.625488
	Iteration 23Q: 3 clusters Score -1714852 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1714883.750000 Penalty: 4849.625488
	Iteration 24Q: 3 clusters Score -1714884 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1714921.750000 Penalty: 4849.625488
	Iteration 25Q: 3 clusters Score -1714922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1714960.500000 Penalty: 4849.625488
	Iteration 26Q: 3 clusters Score -1714960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1714990.375000 Penalty: 4849.625488
	Iteration 27Q: 3 clusters Score -1714990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1715013.125000 Penalty: 4849.625488
	Iteration 28Q: 3 clusters Score -1715013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1715029.375000 Penalty: 4849.625488
	Iteration 29Q: 3 clusters Score -1715029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1715038.250000 Penalty: 4849.625488
	Iteration 30Q: 3 clusters Score -1715038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1715045.625000 Penalty: 4849.625488
	Iteration 31Q: 3 clusters Score -1715046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1715055.000000 Penalty: 4849.625488
	Iteration 32Q: 3 clusters Score -1715055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1715062.500000 Penalty: 4849.625488
	Iteration 33Q: 3 clusters Score -1715062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1715068.625000 Penalty: 4849.625488
	Iteration 34Q: 3 clusters Score -1715069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1715072.750000 Penalty: 4849.625488
	Iteration 35Q: 3 clusters Score -1715073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1715083.000000 Penalty: 4849.625488
	Iteration 36Q: 3 clusters Score -1715083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1715086.250000 Penalty: 4849.625488
	Iteration 37Q: 3 clusters Score -1715086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1715091.875000 Penalty: 4849.625488
	Iteration 38Q: 3 clusters Score -1715092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1715092.000000 Penalty: 4849.625488
	Iteration 39Q: 3 clusters Score -1715092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1715092.875000 Penalty: 4849.625488
	Iteration 40F: 3 clusters Score -1715093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1715094.000000 Penalty: 4849.625488
	Iteration 41Q: 3 clusters Score -1715094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1715100.375000 Penalty: 4849.625488
	Iteration 42Q: 3 clusters Score -1715100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1715104.375000 Penalty: 4849.625488
	Iteration 43Q: 3 clusters Score -1715104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1715104.500000 Penalty: 4849.625488
	Iteration 44Q: 3 clusters Score -1715104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1715108.250000 Penalty: 4849.625488
	Iteration 45Q: 3 clusters Score -1715108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1715111.750000 Penalty: 4849.625488
	Iteration 46Q: 3 clusters Score -1715112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1715114.875000 Penalty: 4849.625488
	Iteration 47Q: 3 clusters Score -1715115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1715116.500000 Penalty: 4849.625488
	Iteration 48Q: 3 clusters Score -1715116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1715117.000000 Penalty: 4849.625488
	Iteration 49Q: 3 clusters Score -1715117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1715117.000000 Penalty: 4849.625488
	Iteration 50F: 3 clusters Score -1715117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (164991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164991 members 
Entering Unmasked Estep 
Score: -16718843.000000 Penalty: 2979.384277
	Iteration 0F: 2 clusters Score -1.671884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82488 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -16608512.000000 Penalty: 5958.768555
	Iteration 0F: 3 clusters Score -1.660851e+07 nChanged 78772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82574 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
Score: -16654363.000000 Penalty: 5958.768555
	Iteration 1F: 3 clusters Score -1.665436e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 82726 members 
Entering Unmasked Estep 
Score: -16655330.000000 Penalty: 5958.768555
	Iteration 2Q: 3 clusters Score -1.665533e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -16656843.000000 Penalty: 5958.768555
	Iteration 3Q: 3 clusters Score -1.665684e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80892 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
Score: -16658971.000000 Penalty: 5958.768555
	Iteration 4Q: 3 clusters Score -1.665897e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 85813 members 
Entering Unmasked Estep 
Score: -16662430.000000 Penalty: 5958.768555
	Iteration 5Q: 3 clusters Score -1.666243e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76319 members 
Mstep: Class 2 contains 88672 members 
Entering Unmasked Estep 
Score: -16667227.000000 Penalty: 5958.768555
	Iteration 6F: 3 clusters Score -1.666723e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -16673715.000000 Penalty: 5958.768555
	Iteration 7F: 3 clusters Score -1.667372e+07 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
Score: -16681416.000000 Penalty: 5958.768555
	Iteration 8F: 3 clusters Score -1.668142e+07 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 103573 members 
Entering Unmasked Estep 
Score: -16690204.000000 Penalty: 5958.768555
	Iteration 9F: 3 clusters Score -1.66902e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 108213 members 
Entering Unmasked Estep 
Score: -16697831.000000 Penalty: 5958.768555
	Iteration 10F: 3 clusters Score -1.669783e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 111731 members 
Entering Unmasked Estep 
Score: -16702464.000000 Penalty: 5958.768555
	Iteration 11Q: 3 clusters Score -1.670246e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 114575 members 
Entering Unmasked Estep 
Score: -16704685.000000 Penalty: 5958.768555
	Iteration 12Q: 3 clusters Score -1.670468e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 117229 members 
Entering Unmasked Estep 
Score: -16706016.000000 Penalty: 5958.768555
	Iteration 13Q: 3 clusters Score -1.670602e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 119741 members 
Entering Unmasked Estep 
Score: -16707091.000000 Penalty: 5958.768555
	Iteration 14Q: 3 clusters Score -1.670709e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 122032 members 
Entering Unmasked Estep 
Score: -16707916.000000 Penalty: 5958.768555
	Iteration 15Q: 3 clusters Score -1.670792e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 124219 members 
Entering Unmasked Estep 
Score: -16708623.000000 Penalty: 5958.768555
	Iteration 16Q: 3 clusters Score -1.670862e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 126277 members 
Entering Unmasked Estep 
Score: -16709255.000000 Penalty: 5958.768555
	Iteration 17Q: 3 clusters Score -1.670926e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 128224 members 
Entering Unmasked Estep 
Score: -16709801.000000 Penalty: 5958.768555
	Iteration 18Q: 3 clusters Score -1.67098e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 130103 members 
Entering Unmasked Estep 
Score: -16710333.000000 Penalty: 5958.768555
	Iteration 19Q: 3 clusters Score -1.671033e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 131911 members 
Entering Unmasked Estep 
Score: -16710867.000000 Penalty: 5958.768555
	Iteration 20F: 3 clusters Score -1.671087e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 133669 members 
Entering Unmasked Estep 
Score: -16711332.000000 Penalty: 5958.768555
	Iteration 21Q: 3 clusters Score -1.671133e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 135392 members 
Entering Unmasked Estep 
Score: -16711800.000000 Penalty: 5958.768555
	Iteration 22Q: 3 clusters Score -1.67118e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 137029 members 
Entering Unmasked Estep 
Score: -16712276.000000 Penalty: 5958.768555
	Iteration 23Q: 3 clusters Score -1.671228e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 138558 members 
Entering Unmasked Estep 
Score: -16712639.000000 Penalty: 5958.768555
	Iteration 24Q: 3 clusters Score -1.671264e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 139961 members 
Entering Unmasked Estep 
Score: -16713057.000000 Penalty: 5958.768555
	Iteration 25Q: 3 clusters Score -1.671306e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 141255 members 
Entering Unmasked Estep 
Score: -16713348.000000 Penalty: 5958.768555
	Iteration 26Q: 3 clusters Score -1.671335e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 142481 members 
Entering Unmasked Estep 
Score: -16713785.000000 Penalty: 5958.768555
	Iteration 27Q: 3 clusters Score -1.671378e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 143617 members 
Entering Unmasked Estep 
Score: -16714066.000000 Penalty: 5958.768555
	Iteration 28Q: 3 clusters Score -1.671407e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 144725 members 
Entering Unmasked Estep 
Score: -16714320.000000 Penalty: 5958.768555
	Iteration 29Q: 3 clusters Score -1.671432e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 145749 members 
Entering Unmasked Estep 
Score: -16714628.000000 Penalty: 5958.768555
	Iteration 30Q: 3 clusters Score -1.671463e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 146749 members 
Entering Unmasked Estep 
Score: -16714889.000000 Penalty: 5958.768555
	Iteration 31Q: 3 clusters Score -1.671489e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 147794 members 
Entering Unmasked Estep 
Score: -16715189.000000 Penalty: 5958.768555
	Iteration 32Q: 3 clusters Score -1.671519e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 148778 members 
Entering Unmasked Estep 
Score: -16715337.000000 Penalty: 5958.768555
	Iteration 33Q: 3 clusters Score -1.671534e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 149691 members 
Entering Unmasked Estep 
Score: -16715595.000000 Penalty: 5958.768555
	Iteration 34Q: 3 clusters Score -1.67156e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 150574 members 
Entering Unmasked Estep 
Score: -16715856.000000 Penalty: 5958.768555
	Iteration 35Q: 3 clusters Score -1.671586e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 151426 members 
Entering Unmasked Estep 
Score: -16716042.000000 Penalty: 5958.768555
	Iteration 36Q: 3 clusters Score -1.671604e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 152192 members 
Entering Unmasked Estep 
Score: -16716267.000000 Penalty: 5958.768555
	Iteration 37Q: 3 clusters Score -1.671627e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 152888 members 
Entering Unmasked Estep 
Score: -16716456.000000 Penalty: 5958.768555
	Iteration 38Q: 3 clusters Score -1.671646e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 153505 members 
Entering Unmasked Estep 
Score: -16716592.000000 Penalty: 5958.768555
	Iteration 39Q: 3 clusters Score -1.671659e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 154066 members 
Entering Unmasked Estep 
Score: -16716697.000000 Penalty: 5958.768555
	Iteration 40F: 3 clusters Score -1.67167e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 154559 members 
Entering Unmasked Estep 
Score: -16716761.000000 Penalty: 5958.768555
	Iteration 41Q: 3 clusters Score -1.671676e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 155040 members 
Entering Unmasked Estep 
Score: -16716868.000000 Penalty: 5958.768555
	Iteration 42Q: 3 clusters Score -1.671687e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 155498 members 
Entering Unmasked Estep 
Score: -16716854.000000 Penalty: 5958.768555
	Iteration 43Q: 3 clusters Score -1.671685e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 155948 members 
Entering Unmasked Estep 
Score: -16716938.000000 Penalty: 5958.768555
	Iteration 44Q: 3 clusters Score -1.671694e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 156357 members 
Entering Unmasked Estep 
Score: -16717031.000000 Penalty: 5958.768555
	Iteration 45Q: 3 clusters Score -1.671703e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 156714 members 
Entering Unmasked Estep 
Score: -16717057.000000 Penalty: 5958.768555
	Iteration 46Q: 3 clusters Score -1.671706e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 157040 members 
Entering Unmasked Estep 
Score: -16717150.000000 Penalty: 5958.768555
	Iteration 47Q: 3 clusters Score -1.671715e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 157340 members 
Entering Unmasked Estep 
Score: -16717207.000000 Penalty: 5958.768555
	Iteration 48Q: 3 clusters Score -1.671721e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 157604 members 
Entering Unmasked Estep 
Score: -16717243.000000 Penalty: 5958.768555
	Iteration 49Q: 3 clusters Score -1.671724e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 157855 members 
Entering Unmasked Estep 
Score: -16717284.000000 Penalty: 5958.768555
	Iteration 50Q: 3 clusters Score -1.671728e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 158072 members 
Entering Unmasked Estep 
Score: -16717305.000000 Penalty: 5958.768555
	Iteration 51Q: 3 clusters Score -1.67173e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 158271 members 
Entering Unmasked Estep 
Score: -16717332.000000 Penalty: 5958.768555
	Iteration 52Q: 3 clusters Score -1.671733e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 158457 members 
Entering Unmasked Estep 
Score: -16717378.000000 Penalty: 5958.768555
	Iteration 53Q: 3 clusters Score -1.671738e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 158634 members 
Entering Unmasked Estep 
Score: -16717382.000000 Penalty: 5958.768555
	Iteration 54Q: 3 clusters Score -1.671738e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 158779 members 
Entering Unmasked Estep 
Score: -16717409.000000 Penalty: 5958.768555
	Iteration 55Q: 3 clusters Score -1.671741e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 158904 members 
Entering Unmasked Estep 
Score: -16717418.000000 Penalty: 5958.768555
	Iteration 56Q: 3 clusters Score -1.671742e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 159041 members 
Entering Unmasked Estep 
Score: -16717457.000000 Penalty: 5958.768555
	Iteration 57Q: 3 clusters Score -1.671746e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 159192 members 
Entering Unmasked Estep 
Score: -16717474.000000 Penalty: 5958.768555
	Iteration 58Q: 3 clusters Score -1.671747e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 159331 members 
Entering Unmasked Estep 
Score: -16717493.000000 Penalty: 5958.768555
	Iteration 59Q: 3 clusters Score -1.671749e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 159461 members 
Entering Unmasked Estep 
Score: -16717539.000000 Penalty: 5958.768555
	Iteration 60F: 3 clusters Score -1.671754e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 159563 members 
Entering Unmasked Estep 
Score: -16717536.000000 Penalty: 5958.768555
	Iteration 61Q: 3 clusters Score -1.671754e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 159642 members 
Entering Unmasked Estep 
Score: -16717534.000000 Penalty: 5958.768555
	Iteration 62Q: 3 clusters Score -1.671753e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 159716 members 
Entering Unmasked Estep 
Score: -16717559.000000 Penalty: 5958.768555
	Iteration 63Q: 3 clusters Score -1.671756e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 159783 members 
Entering Unmasked Estep 
Score: -16717589.000000 Penalty: 5958.768555
	Iteration 64Q: 3 clusters Score -1.671759e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 159831 members 
Entering Unmasked Estep 
Score: -16717592.000000 Penalty: 5958.768555
	Iteration 65Q: 3 clusters Score -1.671759e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 159871 members 
Entering Unmasked Estep 
Score: -16717586.000000 Penalty: 5958.768555
	Iteration 66Q: 3 clusters Score -1.671759e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 159911 members 
Entering Unmasked Estep 
Score: -16717596.000000 Penalty: 5958.768555
	Iteration 67Q: 3 clusters Score -1.67176e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 159947 members 
Entering Unmasked Estep 
Score: -16717595.000000 Penalty: 5958.768555
	Iteration 68Q: 3 clusters Score -1.67176e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 159975 members 
Entering Unmasked Estep 
Score: -16717615.000000 Penalty: 5958.768555
	Iteration 69Q: 3 clusters Score -1.671762e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 160003 members 
Entering Unmasked Estep 
Score: -16717615.000000 Penalty: 5958.768555
	Iteration 70Q: 3 clusters Score -1.671762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 160025 members 
Entering Unmasked Estep 
Score: -16717602.000000 Penalty: 5958.768555
	Iteration 71Q: 3 clusters Score -1.67176e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 160052 members 
Entering Unmasked Estep 
Score: -16717612.000000 Penalty: 5958.768555
	Iteration 72Q: 3 clusters Score -1.671761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 160077 members 
Entering Unmasked Estep 
Score: -16717632.000000 Penalty: 5958.768555
	Iteration 73Q: 3 clusters Score -1.671763e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 160107 members 
Entering Unmasked Estep 
Score: -16717621.000000 Penalty: 5958.768555
	Iteration 74Q: 3 clusters Score -1.671762e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 160138 members 
Entering Unmasked Estep 
Score: -16717655.000000 Penalty: 5958.768555
	Iteration 75Q: 3 clusters Score -1.671766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 160154 members 
Entering Unmasked Estep 
Score: -16717659.000000 Penalty: 5958.768555
	Iteration 76Q: 3 clusters Score -1.671766e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 160178 members 
Entering Unmasked Estep 
Score: -16717650.000000 Penalty: 5958.768555
	Iteration 77Q: 3 clusters Score -1.671765e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 160206 members 
Entering Unmasked Estep 
Score: -16717655.000000 Penalty: 5958.768555
	Iteration 78Q: 3 clusters Score -1.671766e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 160234 members 
Entering Unmasked Estep 
Score: -16717651.000000 Penalty: 5958.768555
	Iteration 79Q: 3 clusters Score -1.671765e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 160260 members 
Entering Unmasked Estep 
Score: -16717644.000000 Penalty: 5958.768555
	Iteration 80F: 3 clusters Score -1.671764e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 160278 members 
Entering Unmasked Estep 
Score: -16717639.000000 Penalty: 5958.768555
	Iteration 81Q: 3 clusters Score -1.671764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 160292 members 
Entering Unmasked Estep 
Score: -16717648.000000 Penalty: 5958.768555
	Iteration 82Q: 3 clusters Score -1.671765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 160304 members 
Entering Unmasked Estep 
Score: -16717669.000000 Penalty: 5958.768555
	Iteration 83Q: 3 clusters Score -1.671767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 160316 members 
Entering Unmasked Estep 
Score: -16717670.000000 Penalty: 5958.768555
	Iteration 84Q: 3 clusters Score -1.671767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 160328 members 
Entering Unmasked Estep 
Score: -16717682.000000 Penalty: 5958.768555
	Iteration 85Q: 3 clusters Score -1.671768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 160339 members 
Entering Unmasked Estep 
Score: -16717682.000000 Penalty: 5958.768555
	Iteration 86Q: 3 clusters Score -1.671768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 160351 members 
Entering Unmasked Estep 
Score: -16717687.000000 Penalty: 5958.768555
	Iteration 87Q: 3 clusters Score -1.671769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 160360 members 
Entering Unmasked Estep 
Score: -16717692.000000 Penalty: 5958.768555
	Iteration 88Q: 3 clusters Score -1.671769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 160369 members 
Entering Unmasked Estep 
Score: -16717693.000000 Penalty: 5958.768555
	Iteration 89Q: 3 clusters Score -1.671769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 160383 members 
Entering Unmasked Estep 
Score: -16717675.000000 Penalty: 5958.768555
	Iteration 90Q: 3 clusters Score -1.671768e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 160402 members 
Entering Unmasked Estep 
Score: -16717687.000000 Penalty: 5958.768555
	Iteration 91Q: 3 clusters Score -1.671769e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 160419 members 
Entering Unmasked Estep 
Score: -16717678.000000 Penalty: 5958.768555
	Iteration 92Q: 3 clusters Score -1.671768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 160437 members 
Entering Unmasked Estep 
Score: -16717664.000000 Penalty: 5958.768555
	Iteration 93Q: 3 clusters Score -1.671766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 160448 members 
Entering Unmasked Estep 
Score: -16717659.000000 Penalty: 5958.768555
	Iteration 94Q: 3 clusters Score -1.671766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 160458 members 
Entering Unmasked Estep 
Score: -16717666.000000 Penalty: 5958.768555
	Iteration 95Q: 3 clusters Score -1.671767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 160464 members 
Entering Unmasked Estep 
Score: -16717658.000000 Penalty: 5958.768555
	Iteration 96Q: 3 clusters Score -1.671766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 160470 members 
Entering Unmasked Estep 
Score: -16717660.000000 Penalty: 5958.768555
	Iteration 97Q: 3 clusters Score -1.671766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 160476 members 
Entering Unmasked Estep 
Score: -16717658.000000 Penalty: 5958.768555
	Iteration 98Q: 3 clusters Score -1.671766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 160480 members 
Entering Unmasked Estep 
Score: -16717667.000000 Penalty: 5958.768555
	Iteration 99Q: 3 clusters Score -1.671767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 160484 members 
Entering Unmasked Estep 
Score: -16717677.000000 Penalty: 5958.768555
	Iteration 100F: 3 clusters Score -1.671768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 160491 members 
Entering Unmasked Estep 
Score: -16717667.000000 Penalty: 5958.768555
	Iteration 101Q: 3 clusters Score -1.671767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 160498 members 
Entering Unmasked Estep 
Score: -16717659.000000 Penalty: 5958.768555
	Iteration 102Q: 3 clusters Score -1.671766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 160505 members 
Entering Unmasked Estep 
Score: -16717676.000000 Penalty: 5958.768555
	Iteration 103Q: 3 clusters Score -1.671768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 160509 members 
Entering Unmasked Estep 
Score: -16717675.000000 Penalty: 5958.768555
	Iteration 104Q: 3 clusters Score -1.671768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 160516 members 
Entering Unmasked Estep 
Score: -16717682.000000 Penalty: 5958.768555
	Iteration 105Q: 3 clusters Score -1.671768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 160520 members 
Entering Unmasked Estep 
Score: -16717676.000000 Penalty: 5958.768555
	Iteration 106Q: 3 clusters Score -1.671768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 160526 members 
Entering Unmasked Estep 
Score: -16717681.000000 Penalty: 5958.768555
	Iteration 107Q: 3 clusters Score -1.671768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 160530 members 
Entering Unmasked Estep 
Score: -16717676.000000 Penalty: 5958.768555
	Iteration 108Q: 3 clusters Score -1.671768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 160531 members 
Entering Unmasked Estep 
Score: -16717680.000000 Penalty: 5958.768555
	Iteration 109Q: 3 clusters Score -1.671768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 160534 members 
Entering Unmasked Estep 
Score: -16717689.000000 Penalty: 5958.768555
	Iteration 110Q: 3 clusters Score -1.671769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 160538 members 
Entering Unmasked Estep 
Score: -16717681.000000 Penalty: 5958.768555
	Iteration 111Q: 3 clusters Score -1.671768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 160543 members 
Entering Unmasked Estep 
Score: -16717685.000000 Penalty: 5958.768555
	Iteration 112Q: 3 clusters Score -1.671768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 160547 members 
Entering Unmasked Estep 
Score: -16717677.000000 Penalty: 5958.768555
	Iteration 113Q: 3 clusters Score -1.671768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 160552 members 
Entering Unmasked Estep 
Score: -16717668.000000 Penalty: 5958.768555
	Iteration 114Q: 3 clusters Score -1.671767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 160557 members 
Entering Unmasked Estep 
Score: -16717667.000000 Penalty: 5958.768555
	Iteration 115Q: 3 clusters Score -1.671767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 160562 members 
Entering Unmasked Estep 
Score: -16717684.000000 Penalty: 5958.768555
	Iteration 116Q: 3 clusters Score -1.671768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 160572 members 
Entering Unmasked Estep 
Score: -16717683.000000 Penalty: 5958.768555
	Iteration 117Q: 3 clusters Score -1.671768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 160580 members 
Entering Unmasked Estep 
Score: -16717696.000000 Penalty: 5958.768555
	Iteration 118Q: 3 clusters Score -1.67177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 160586 members 
Entering Unmasked Estep 
Score: -16717693.000000 Penalty: 5958.768555
	Iteration 119Q: 3 clusters Score -1.671769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 160589 members 
Entering Unmasked Estep 
Score: -16717683.000000 Penalty: 5958.768555
	Iteration 120F: 3 clusters Score -1.671768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 160593 members 
Entering Unmasked Estep 
Score: -16717686.000000 Penalty: 5958.768555
	Iteration 121Q: 3 clusters Score -1.671769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 160594 members 
Entering Unmasked Estep 
Score: -16717686.000000 Penalty: 5958.768555
	Iteration 122Q: 3 clusters Score -1.671769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 160594 members 
Entering Unmasked Estep 
Score: -16717686.000000 Penalty: 5958.768555
	Iteration 123F: 3 clusters Score -1.671769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Entering Unmasked Estep 
Score: -1645653.125000 Penalty: 2404.783936
	Iteration 0F: 2 clusters Score -1645653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1633973.000000 Penalty: 4809.567871
	Iteration 0F: 3 clusters Score -1633973 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1637934.000000 Penalty: 4809.567871
	Iteration 1F: 3 clusters Score -1637934 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1638354.625000 Penalty: 4809.567871
	Iteration 2F: 3 clusters Score -1638355 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1638725.625000 Penalty: 4809.567871
	Iteration 3F: 3 clusters Score -1638726 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1639068.125000 Penalty: 4809.567871
	Iteration 4Q: 3 clusters Score -1639068 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1639406.125000 Penalty: 4809.567871
	Iteration 5Q: 3 clusters Score -1639406 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1639727.250000 Penalty: 4809.567871
	Iteration 6Q: 3 clusters Score -1639727 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1640053.375000 Penalty: 4809.567871
	Iteration 7Q: 3 clusters Score -1640053 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1640399.500000 Penalty: 4809.567871
	Iteration 8Q: 3 clusters Score -1640400 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1640803.250000 Penalty: 4809.567871
	Iteration 9Q: 3 clusters Score -1640803 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1641288.875000 Penalty: 4809.567871
	Iteration 10Q: 3 clusters Score -1641289 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1641774.375000 Penalty: 4809.567871
	Iteration 11Q: 3 clusters Score -1641774 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1642183.750000 Penalty: 4809.567871
	Iteration 12Q: 3 clusters Score -1642184 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1642534.000000 Penalty: 4809.567871
	Iteration 13Q: 3 clusters Score -1642534 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1642806.000000 Penalty: 4809.567871
	Iteration 14Q: 3 clusters Score -1642806 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1643007.625000 Penalty: 4809.567871
	Iteration 15Q: 3 clusters Score -1643008 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1643269.625000 Penalty: 4809.567871
	Iteration 16Q: 3 clusters Score -1643270 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1643553.250000 Penalty: 4809.567871
	Iteration 17Q: 3 clusters Score -1643553 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1643872.125000 Penalty: 4809.567871
	Iteration 18Q: 3 clusters Score -1643872 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1644055.250000 Penalty: 4809.567871
	Iteration 19Q: 3 clusters Score -1644055 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1644139.750000 Penalty: 4809.567871
	Iteration 20F: 3 clusters Score -1644140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1644203.875000 Penalty: 4809.567871
	Iteration 21Q: 3 clusters Score -1644204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1644243.500000 Penalty: 4809.567871
	Iteration 22Q: 3 clusters Score -1644244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1644264.625000 Penalty: 4809.567871
	Iteration 23Q: 3 clusters Score -1644265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1644275.750000 Penalty: 4809.567871
	Iteration 24Q: 3 clusters Score -1644276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1644274.250000 Penalty: 4809.567871
	Iteration 25Q: 3 clusters Score -1644274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1644276.500000 Penalty: 4809.567871
	Iteration 26Q: 3 clusters Score -1644276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1644281.875000 Penalty: 4809.567871
	Iteration 27Q: 3 clusters Score -1644282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1644283.625000 Penalty: 4809.567871
	Iteration 28Q: 3 clusters Score -1644284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1644286.375000 Penalty: 4809.567871
	Iteration 29Q: 3 clusters Score -1644286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1644289.375000 Penalty: 4809.567871
	Iteration 30Q: 3 clusters Score -1644289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1644286.625000 Penalty: 4809.567871
	Iteration 31Q: 3 clusters Score -1644287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1644286.625000 Penalty: 4809.567871
	Iteration 32F: 3 clusters Score -1644287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (235786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235786 members 
Entering Unmasked Estep 
Score: -23712132.000000 Penalty: 3067.928711
	Iteration 0F: 2 clusters Score -2.371213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117682 members 
Mstep: Class 2 contains 118104 members 
Entering Unmasked Estep 
Score: -23557556.000000 Penalty: 6135.857422
	Iteration 0F: 3 clusters Score -2.355756e+07 nChanged 113826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111966 members 
Mstep: Class 2 contains 123820 members 
Entering Unmasked Estep 
Score: -23625400.000000 Penalty: 6135.857422
	Iteration 1F: 3 clusters Score -2.36254e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108251 members 
Mstep: Class 2 contains 127535 members 
Entering Unmasked Estep 
Score: -23626744.000000 Penalty: 6135.857422
	Iteration 2Q: 3 clusters Score -2.362674e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102567 members 
Mstep: Class 2 contains 133219 members 
Entering Unmasked Estep 
Score: -23628640.000000 Penalty: 6135.857422
	Iteration 3Q: 3 clusters Score -2.362864e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Mstep: Class 2 contains 141848 members 
Entering Unmasked Estep 
Score: -23632336.000000 Penalty: 6135.857422
	Iteration 4Q: 3 clusters Score -2.363234e+07 nChanged 13498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 154550 members 
Entering Unmasked Estep 
Score: -23639588.000000 Penalty: 6135.857422
	Iteration 5F: 3 clusters Score -2.363959e+07 nChanged 18145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 172195 members 
Entering Unmasked Estep 
Score: -23652460.000000 Penalty: 6135.857422
	Iteration 6F: 3 clusters Score -2.365246e+07 nChanged 21258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 193175 members 
Entering Unmasked Estep 
Score: -23670776.000000 Penalty: 6135.857422
	Iteration 7F: 3 clusters Score -2.367078e+07 nChanged 19369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 212420 members 
Entering Unmasked Estep 
Score: -23688624.000000 Penalty: 6135.857422
	Iteration 8F: 3 clusters Score -2.368862e+07 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 225184 members 
Entering Unmasked Estep 
Score: -23700516.000000 Penalty: 6135.857422
	Iteration 9F: 3 clusters Score -2.370052e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 231398 members 
Entering Unmasked Estep 
Score: -23706184.000000 Penalty: 6135.857422
	Iteration 10Q: 3 clusters Score -2.370618e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 233884 members 
Entering Unmasked Estep 
Score: -23708132.000000 Penalty: 6135.857422
	Iteration 11Q: 3 clusters Score -2.370813e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 234742 members 
Entering Unmasked Estep 
Score: -23708946.000000 Penalty: 6135.857422
	Iteration 12Q: 3 clusters Score -2.370895e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 235037 members 
Entering Unmasked Estep 
Score: -23709208.000000 Penalty: 6135.857422
	Iteration 13Q: 3 clusters Score -2.370921e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 235161 members 
Entering Unmasked Estep 
Score: -23709340.000000 Penalty: 6135.857422
	Iteration 14Q: 3 clusters Score -2.370934e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 235217 members 
Entering Unmasked Estep 
Score: -23709424.000000 Penalty: 6135.857422
	Iteration 15Q: 3 clusters Score -2.370942e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 235246 members 
Entering Unmasked Estep 
Score: -23709480.000000 Penalty: 6135.857422
	Iteration 16Q: 3 clusters Score -2.370948e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 235264 members 
Entering Unmasked Estep 
Score: -23709490.000000 Penalty: 6135.857422
	Iteration 17Q: 3 clusters Score -2.370949e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 235277 members 
Entering Unmasked Estep 
Score: -23709526.000000 Penalty: 6135.857422
	Iteration 18Q: 3 clusters Score -2.370953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 235283 members 
Entering Unmasked Estep 
Score: -23709528.000000 Penalty: 6135.857422
	Iteration 19Q: 3 clusters Score -2.370953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235289 members 
Entering Unmasked Estep 
Score: -23709514.000000 Penalty: 6135.857422
	Iteration 20F: 3 clusters Score -2.370951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 235295 members 
Entering Unmasked Estep 
Score: -23709540.000000 Penalty: 6135.857422
	Iteration 21Q: 3 clusters Score -2.370954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 235298 members 
Entering Unmasked Estep 
Score: -23709540.000000 Penalty: 6135.857422
	Iteration 22Q: 3 clusters Score -2.370954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 235297 members 
Entering Unmasked Estep 
Score: -23709540.000000 Penalty: 6135.857422
	Iteration 23Q: 3 clusters Score -2.370954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 235299 members 
Entering Unmasked Estep 
Score: -23709554.000000 Penalty: 6135.857422
	Iteration 24Q: 3 clusters Score -2.370955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 235301 members 
Entering Unmasked Estep 
Score: -23709552.000000 Penalty: 6135.857422
	Iteration 25Q: 3 clusters Score -2.370955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 235302 members 
Entering Unmasked Estep 
Score: -23709540.000000 Penalty: 6135.857422
	Iteration 26Q: 3 clusters Score -2.370954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 235302 members 
Entering Unmasked Estep 
Score: -23709540.000000 Penalty: 6135.857422
	Iteration 27F: 3 clusters Score -2.370954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -273099.187500 Penalty: 1962.008301
	Iteration 0F: 2 clusters Score -273099.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -270000.156250 Penalty: 3924.016602
	Iteration 0F: 3 clusters Score -270000.2 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -270615.093750 Penalty: 3924.016602
	Iteration 1F: 3 clusters Score -270615.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -270831.406250 Penalty: 3924.016602
	Iteration 2F: 3 clusters Score -270831.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -270982.593750 Penalty: 3924.016602
	Iteration 3F: 3 clusters Score -270982.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -271081.187500 Penalty: 3924.016602
	Iteration 4Q: 3 clusters Score -271081.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -271165.375000 Penalty: 3924.016602
	Iteration 5Q: 3 clusters Score -271165.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -271244.718750 Penalty: 3924.016602
	Iteration 6Q: 3 clusters Score -271244.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -271328.218750 Penalty: 3924.016602
	Iteration 7Q: 3 clusters Score -271328.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -271405.843750 Penalty: 3924.016602
	Iteration 8Q: 3 clusters Score -271405.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -271518.750000 Penalty: 3924.016602
	Iteration 9Q: 3 clusters Score -271518.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -271616.625000 Penalty: 3924.016602
	Iteration 10Q: 3 clusters Score -271616.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -271726.250000 Penalty: 3924.016602
	Iteration 11Q: 3 clusters Score -271726.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -271803.125000 Penalty: 3924.016602
	Iteration 12Q: 3 clusters Score -271803.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -271854.437500 Penalty: 3924.016602
	Iteration 13Q: 3 clusters Score -271854.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -271907.031250 Penalty: 3924.016602
	Iteration 14Q: 3 clusters Score -271907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -271941.437500 Penalty: 3924.016602
	Iteration 15Q: 3 clusters Score -271941.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -271972.406250 Penalty: 3924.016602
	Iteration 16Q: 3 clusters Score -271972.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -271999.125000 Penalty: 3924.016602
	Iteration 17Q: 3 clusters Score -271999.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -272015.343750 Penalty: 3924.016602
	Iteration 18Q: 3 clusters Score -272015.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -272025.218750 Penalty: 3924.016602
	Iteration 19Q: 3 clusters Score -272025.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -272035.750000 Penalty: 3924.016602
	Iteration 20F: 3 clusters Score -272035.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -272044.937500 Penalty: 3924.016602
	Iteration 21Q: 3 clusters Score -272044.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -272049.781250 Penalty: 3924.016602
	Iteration 22Q: 3 clusters Score -272049.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -272052.687500 Penalty: 3924.016602
	Iteration 23Q: 3 clusters Score -272052.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -272055.937500 Penalty: 3924.016602
	Iteration 24Q: 3 clusters Score -272055.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -272058.375000 Penalty: 3924.016602
	Iteration 25Q: 3 clusters Score -272058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -272059.187500 Penalty: 3924.016602
	Iteration 26Q: 3 clusters Score -272059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -272059.187500 Penalty: 3924.016602
	Iteration 27F: 3 clusters Score -272059.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Entering Unmasked Estep 
Score: -1866831.375000 Penalty: 2443.095947
	Iteration 0F: 2 clusters Score -1866831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1853371.000000 Penalty: 4886.191895
	Iteration 0F: 3 clusters Score -1853371 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1857863.750000 Penalty: 4886.191895
	Iteration 1F: 3 clusters Score -1857864 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1858244.750000 Penalty: 4886.191895
	Iteration 2F: 3 clusters Score -1858245 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1858510.125000 Penalty: 4886.191895
	Iteration 3Q: 3 clusters Score -1858510 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1858743.125000 Penalty: 4886.191895
	Iteration 4Q: 3 clusters Score -1858743 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1858950.750000 Penalty: 4886.191895
	Iteration 5Q: 3 clusters Score -1858951 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1859134.500000 Penalty: 4886.191895
	Iteration 6Q: 3 clusters Score -1859134 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1859328.500000 Penalty: 4886.191895
	Iteration 7Q: 3 clusters Score -1859328 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1859557.250000 Penalty: 4886.191895
	Iteration 8Q: 3 clusters Score -1859557 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1859850.000000 Penalty: 4886.191895
	Iteration 9Q: 3 clusters Score -1859850 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1860181.000000 Penalty: 4886.191895
	Iteration 10Q: 3 clusters Score -1860181 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1860584.625000 Penalty: 4886.191895
	Iteration 11Q: 3 clusters Score -1860585 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1861070.500000 Penalty: 4886.191895
	Iteration 12Q: 3 clusters Score -1861070 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1861658.750000 Penalty: 4886.191895
	Iteration 13Q: 3 clusters Score -1861659 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1862310.375000 Penalty: 4886.191895
	Iteration 14Q: 3 clusters Score -1862310 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1862953.875000 Penalty: 4886.191895
	Iteration 15Q: 3 clusters Score -1862954 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1863489.625000 Penalty: 4886.191895
	Iteration 16Q: 3 clusters Score -1863490 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -1863908.250000 Penalty: 4886.191895
	Iteration 17Q: 3 clusters Score -1863908 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -1864219.625000 Penalty: 4886.191895
	Iteration 18Q: 3 clusters Score -1864220 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -1864405.750000 Penalty: 4886.191895
	Iteration 19Q: 3 clusters Score -1864406 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -1864517.750000 Penalty: 4886.191895
	Iteration 20F: 3 clusters Score -1864518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1864578.875000 Penalty: 4886.191895
	Iteration 21Q: 3 clusters Score -1864579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -1864619.625000 Penalty: 4886.191895
	Iteration 22Q: 3 clusters Score -1864620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -1864647.875000 Penalty: 4886.191895
	Iteration 23Q: 3 clusters Score -1864648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1864668.000000 Penalty: 4886.191895
	Iteration 24Q: 3 clusters Score -1864668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -1864676.500000 Penalty: 4886.191895
	Iteration 25Q: 3 clusters Score -1864676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -1864685.625000 Penalty: 4886.191895
	Iteration 26Q: 3 clusters Score -1864686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1864690.875000 Penalty: 4886.191895
	Iteration 27Q: 3 clusters Score -1864691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -1864694.125000 Penalty: 4886.191895
	Iteration 28Q: 3 clusters Score -1864694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1864697.000000 Penalty: 4886.191895
	Iteration 29Q: 3 clusters Score -1864697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1864700.625000 Penalty: 4886.191895
	Iteration 30Q: 3 clusters Score -1864701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -1864705.750000 Penalty: 4886.191895
	Iteration 31Q: 3 clusters Score -1864706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1864709.250000 Penalty: 4886.191895
	Iteration 32Q: 3 clusters Score -1864709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -1864711.000000 Penalty: 4886.191895
	Iteration 33Q: 3 clusters Score -1864711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -1864715.000000 Penalty: 4886.191895
	Iteration 34Q: 3 clusters Score -1864715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1864724.125000 Penalty: 4886.191895
	Iteration 35Q: 3 clusters Score -1864724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1864721.875000 Penalty: 4886.191895
	Iteration 36Q: 3 clusters Score -1864722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1864724.375000 Penalty: 4886.191895
	Iteration 37Q: 3 clusters Score -1864724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1864724.375000 Penalty: 4886.191895
	Iteration 38F: 3 clusters Score -1864724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Entering Unmasked Estep 
Score: -288467.343750 Penalty: 1992.668823
	Iteration 0F: 2 clusters Score -288467.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -285140.312500 Penalty: 3985.337646
	Iteration 0F: 3 clusters Score -285140.3 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -285863.750000 Penalty: 3985.337646
	Iteration 1F: 3 clusters Score -285863.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -286058.625000 Penalty: 3985.337646
	Iteration 2F: 3 clusters Score -286058.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -286216.625000 Penalty: 3985.337646
	Iteration 3F: 3 clusters Score -286216.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -286363.343750 Penalty: 3985.337646
	Iteration 4Q: 3 clusters Score -286363.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -286463.187500 Penalty: 3985.337646
	Iteration 5Q: 3 clusters Score -286463.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -286530.625000 Penalty: 3985.337646
	Iteration 6Q: 3 clusters Score -286530.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -286597.875000 Penalty: 3985.337646
	Iteration 7Q: 3 clusters Score -286597.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -286655.875000 Penalty: 3985.337646
	Iteration 8Q: 3 clusters Score -286655.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -286700.312500 Penalty: 3985.337646
	Iteration 9Q: 3 clusters Score -286700.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -286729.406250 Penalty: 3985.337646
	Iteration 10Q: 3 clusters Score -286729.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -286753.718750 Penalty: 3985.337646
	Iteration 11Q: 3 clusters Score -286753.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -286777.437500 Penalty: 3985.337646
	Iteration 12Q: 3 clusters Score -286777.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -286799.406250 Penalty: 3985.337646
	Iteration 13Q: 3 clusters Score -286799.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -286840.093750 Penalty: 3985.337646
	Iteration 14Q: 3 clusters Score -286840.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -286876.906250 Penalty: 3985.337646
	Iteration 15Q: 3 clusters Score -286876.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -286911.906250 Penalty: 3985.337646
	Iteration 16Q: 3 clusters Score -286911.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -286943.125000 Penalty: 3985.337646
	Iteration 17Q: 3 clusters Score -286943.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -286971.062500 Penalty: 3985.337646
	Iteration 18Q: 3 clusters Score -286971.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -286992.593750 Penalty: 3985.337646
	Iteration 19Q: 3 clusters Score -286992.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -287013.656250 Penalty: 3985.337646
	Iteration 20F: 3 clusters Score -287013.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -287047.468750 Penalty: 3985.337646
	Iteration 21Q: 3 clusters Score -287047.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -287099.781250 Penalty: 3985.337646
	Iteration 22Q: 3 clusters Score -287099.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -287166.843750 Penalty: 3985.337646
	Iteration 23Q: 3 clusters Score -287166.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -287218.875000 Penalty: 3985.337646
	Iteration 24Q: 3 clusters Score -287218.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -287262.812500 Penalty: 3985.337646
	Iteration 25Q: 3 clusters Score -287262.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -287296.500000 Penalty: 3985.337646
	Iteration 26Q: 3 clusters Score -287296.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -287326.656250 Penalty: 3985.337646
	Iteration 27Q: 3 clusters Score -287326.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -287352.875000 Penalty: 3985.337646
	Iteration 28Q: 3 clusters Score -287352.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -287381.625000 Penalty: 3985.337646
	Iteration 29Q: 3 clusters Score -287381.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -287405.062500 Penalty: 3985.337646
	Iteration 30Q: 3 clusters Score -287405.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -287434.093750 Penalty: 3985.337646
	Iteration 31Q: 3 clusters Score -287434.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -287464.812500 Penalty: 3985.337646
	Iteration 32Q: 3 clusters Score -287464.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -287490.968750 Penalty: 3985.337646
	Iteration 33Q: 3 clusters Score -287491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -287517.343750 Penalty: 3985.337646
	Iteration 34Q: 3 clusters Score -287517.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -287548.468750 Penalty: 3985.337646
	Iteration 35Q: 3 clusters Score -287548.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -287577.000000 Penalty: 3985.337646
	Iteration 36Q: 3 clusters Score -287577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -287599.468750 Penalty: 3985.337646
	Iteration 37Q: 3 clusters Score -287599.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -287628.343750 Penalty: 3985.337646
	Iteration 38Q: 3 clusters Score -287628.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -287649.531250 Penalty: 3985.337646
	Iteration 39Q: 3 clusters Score -287649.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -287665.781250 Penalty: 3985.337646
	Iteration 40F: 3 clusters Score -287665.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -287687.437500 Penalty: 3985.337646
	Iteration 41Q: 3 clusters Score -287687.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -287705.000000 Penalty: 3985.337646
	Iteration 42Q: 3 clusters Score -287705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -287720.718750 Penalty: 3985.337646
	Iteration 43Q: 3 clusters Score -287720.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -287734.281250 Penalty: 3985.337646
	Iteration 44Q: 3 clusters Score -287734.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -287753.250000 Penalty: 3985.337646
	Iteration 45Q: 3 clusters Score -287753.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -287780.875000 Penalty: 3985.337646
	Iteration 46Q: 3 clusters Score -287780.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -287800.437500 Penalty: 3985.337646
	Iteration 47Q: 3 clusters Score -287800.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -287813.468750 Penalty: 3985.337646
	Iteration 48Q: 3 clusters Score -287813.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -287825.000000 Penalty: 3985.337646
	Iteration 49Q: 3 clusters Score -287825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -287830.656250 Penalty: 3985.337646
	Iteration 50Q: 3 clusters Score -287830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -287832.781250 Penalty: 3985.337646
	Iteration 51Q: 3 clusters Score -287832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -287833.906250 Penalty: 3985.337646
	Iteration 52Q: 3 clusters Score -287833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -287834.718750 Penalty: 3985.337646
	Iteration 53Q: 3 clusters Score -287834.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -287835.093750 Penalty: 3985.337646
	Iteration 54Q: 3 clusters Score -287835.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -287836.718750 Penalty: 3985.337646
	Iteration 55Q: 3 clusters Score -287836.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -287837.500000 Penalty: 3985.337646
	Iteration 56Q: 3 clusters Score -287837.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -287837.500000 Penalty: 3985.337646
	Iteration 57F: 3 clusters Score -287837.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Entering Unmasked Estep 
Score: -716396.062500 Penalty: 2188.045654
	Iteration 0F: 2 clusters Score -716396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -710733.625000 Penalty: 4376.091309
	Iteration 0F: 3 clusters Score -710733.6 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -712238.937500 Penalty: 4376.091309
	Iteration 1F: 3 clusters Score -712238.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -712467.312500 Penalty: 4376.091309
	Iteration 2F: 3 clusters Score -712467.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -712626.875000 Penalty: 4376.091309
	Iteration 3Q: 3 clusters Score -712626.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -712731.000000 Penalty: 4376.091309
	Iteration 4Q: 3 clusters Score -712731 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -712820.500000 Penalty: 4376.091309
	Iteration 5Q: 3 clusters Score -712820.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -712905.375000 Penalty: 4376.091309
	Iteration 6Q: 3 clusters Score -712905.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -712992.562500 Penalty: 4376.091309
	Iteration 7Q: 3 clusters Score -712992.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -713086.312500 Penalty: 4376.091309
	Iteration 8Q: 3 clusters Score -713086.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -713195.187500 Penalty: 4376.091309
	Iteration 9Q: 3 clusters Score -713195.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -713306.937500 Penalty: 4376.091309
	Iteration 10Q: 3 clusters Score -713306.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -713418.750000 Penalty: 4376.091309
	Iteration 11Q: 3 clusters Score -713418.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -713541.000000 Penalty: 4376.091309
	Iteration 12Q: 3 clusters Score -713541 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -713679.000000 Penalty: 4376.091309
	Iteration 13Q: 3 clusters Score -713679 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -713820.625000 Penalty: 4376.091309
	Iteration 14Q: 3 clusters Score -713820.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -713938.500000 Penalty: 4376.091309
	Iteration 15Q: 3 clusters Score -713938.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -714054.187500 Penalty: 4376.091309
	Iteration 16Q: 3 clusters Score -714054.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -714139.437500 Penalty: 4376.091309
	Iteration 17Q: 3 clusters Score -714139.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -714215.937500 Penalty: 4376.091309
	Iteration 18Q: 3 clusters Score -714215.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -714264.687500 Penalty: 4376.091309
	Iteration 19Q: 3 clusters Score -714264.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -714298.250000 Penalty: 4376.091309
	Iteration 20F: 3 clusters Score -714298.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -714321.500000 Penalty: 4376.091309
	Iteration 21Q: 3 clusters Score -714321.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -714350.375000 Penalty: 4376.091309
	Iteration 22Q: 3 clusters Score -714350.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -714372.062500 Penalty: 4376.091309
	Iteration 23Q: 3 clusters Score -714372.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -714389.812500 Penalty: 4376.091309
	Iteration 24Q: 3 clusters Score -714389.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -714400.500000 Penalty: 4376.091309
	Iteration 25Q: 3 clusters Score -714400.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -714412.875000 Penalty: 4376.091309
	Iteration 26Q: 3 clusters Score -714412.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -714423.687500 Penalty: 4376.091309
	Iteration 27Q: 3 clusters Score -714423.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -714437.625000 Penalty: 4376.091309
	Iteration 28Q: 3 clusters Score -714437.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -714456.562500 Penalty: 4376.091309
	Iteration 29Q: 3 clusters Score -714456.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -714470.000000 Penalty: 4376.091309
	Iteration 30Q: 3 clusters Score -714470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -714480.625000 Penalty: 4376.091309
	Iteration 31Q: 3 clusters Score -714480.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -714488.187500 Penalty: 4376.091309
	Iteration 32Q: 3 clusters Score -714488.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -714495.750000 Penalty: 4376.091309
	Iteration 33Q: 3 clusters Score -714495.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -714501.000000 Penalty: 4376.091309
	Iteration 34Q: 3 clusters Score -714501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -714503.062500 Penalty: 4376.091309
	Iteration 35Q: 3 clusters Score -714503.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -714508.937500 Penalty: 4376.091309
	Iteration 36Q: 3 clusters Score -714508.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -714511.625000 Penalty: 4376.091309
	Iteration 37Q: 3 clusters Score -714511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -714513.562500 Penalty: 4376.091309
	Iteration 38Q: 3 clusters Score -714513.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -714516.937500 Penalty: 4376.091309
	Iteration 39Q: 3 clusters Score -714516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -714519.187500 Penalty: 4376.091309
	Iteration 40F: 3 clusters Score -714519.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -714526.375000 Penalty: 4376.091309
	Iteration 41Q: 3 clusters Score -714526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -714528.187500 Penalty: 4376.091309
	Iteration 42Q: 3 clusters Score -714528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -714530.125000 Penalty: 4376.091309
	Iteration 43Q: 3 clusters Score -714530.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -714535.125000 Penalty: 4376.091309
	Iteration 44Q: 3 clusters Score -714535.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -714541.312500 Penalty: 4376.091309
	Iteration 45Q: 3 clusters Score -714541.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -714541.312500 Penalty: 4376.091309
	Iteration 46F: 3 clusters Score -714541.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -345658.718750 Penalty: 2021.959351
	Iteration 0F: 2 clusters Score -345658.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -342053.531250 Penalty: 4043.918701
	Iteration 0F: 3 clusters Score -342053.5 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -342776.218750 Penalty: 4043.918701
	Iteration 1F: 3 clusters Score -342776.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -342928.156250 Penalty: 4043.918701
	Iteration 2F: 3 clusters Score -342928.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -343021.250000 Penalty: 4043.918701
	Iteration 3Q: 3 clusters Score -343021.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -343084.968750 Penalty: 4043.918701
	Iteration 4Q: 3 clusters Score -343085 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -343141.656250 Penalty: 4043.918701
	Iteration 5Q: 3 clusters Score -343141.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -343188.500000 Penalty: 4043.918701
	Iteration 6Q: 3 clusters Score -343188.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -343232.312500 Penalty: 4043.918701
	Iteration 7Q: 3 clusters Score -343232.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -343263.031250 Penalty: 4043.918701
	Iteration 8Q: 3 clusters Score -343263 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -343297.250000 Penalty: 4043.918701
	Iteration 9Q: 3 clusters Score -343297.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -343330.562500 Penalty: 4043.918701
	Iteration 10Q: 3 clusters Score -343330.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -343357.468750 Penalty: 4043.918701
	Iteration 11Q: 3 clusters Score -343357.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -343379.718750 Penalty: 4043.918701
	Iteration 12Q: 3 clusters Score -343379.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -343405.812500 Penalty: 4043.918701
	Iteration 13Q: 3 clusters Score -343405.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -343439.906250 Penalty: 4043.918701
	Iteration 14Q: 3 clusters Score -343439.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -343463.937500 Penalty: 4043.918701
	Iteration 15Q: 3 clusters Score -343463.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -343491.343750 Penalty: 4043.918701
	Iteration 16Q: 3 clusters Score -343491.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -343528.875000 Penalty: 4043.918701
	Iteration 17Q: 3 clusters Score -343528.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -343575.625000 Penalty: 4043.918701
	Iteration 18Q: 3 clusters Score -343575.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -343617.156250 Penalty: 4043.918701
	Iteration 19Q: 3 clusters Score -343617.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -343640.250000 Penalty: 4043.918701
	Iteration 20F: 3 clusters Score -343640.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -343655.906250 Penalty: 4043.918701
	Iteration 21Q: 3 clusters Score -343655.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -343672.125000 Penalty: 4043.918701
	Iteration 22Q: 3 clusters Score -343672.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -343687.593750 Penalty: 4043.918701
	Iteration 23Q: 3 clusters Score -343687.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -343707.375000 Penalty: 4043.918701
	Iteration 24Q: 3 clusters Score -343707.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -343725.187500 Penalty: 4043.918701
	Iteration 25Q: 3 clusters Score -343725.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -343736.375000 Penalty: 4043.918701
	Iteration 26Q: 3 clusters Score -343736.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -343745.593750 Penalty: 4043.918701
	Iteration 27Q: 3 clusters Score -343745.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -343753.250000 Penalty: 4043.918701
	Iteration 28Q: 3 clusters Score -343753.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -343757.781250 Penalty: 4043.918701
	Iteration 29Q: 3 clusters Score -343757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -343764.093750 Penalty: 4043.918701
	Iteration 30Q: 3 clusters Score -343764.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -343770.093750 Penalty: 4043.918701
	Iteration 31Q: 3 clusters Score -343770.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -343781.812500 Penalty: 4043.918701
	Iteration 32Q: 3 clusters Score -343781.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -343790.218750 Penalty: 4043.918701
	Iteration 33Q: 3 clusters Score -343790.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -343801.281250 Penalty: 4043.918701
	Iteration 34Q: 3 clusters Score -343801.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -343809.218750 Penalty: 4043.918701
	Iteration 35Q: 3 clusters Score -343809.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -343821.625000 Penalty: 4043.918701
	Iteration 36Q: 3 clusters Score -343821.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -343834.312500 Penalty: 4043.918701
	Iteration 37Q: 3 clusters Score -343834.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -343841.437500 Penalty: 4043.918701
	Iteration 38Q: 3 clusters Score -343841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -343845.250000 Penalty: 4043.918701
	Iteration 39Q: 3 clusters Score -343845.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -343849.343750 Penalty: 4043.918701
	Iteration 40F: 3 clusters Score -343849.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -343853.156250 Penalty: 4043.918701
	Iteration 41Q: 3 clusters Score -343853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -343856.843750 Penalty: 4043.918701
	Iteration 42Q: 3 clusters Score -343856.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -343858.843750 Penalty: 4043.918701
	Iteration 43Q: 3 clusters Score -343858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -343863.562500 Penalty: 4043.918701
	Iteration 44Q: 3 clusters Score -343863.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -343871.812500 Penalty: 4043.918701
	Iteration 45Q: 3 clusters Score -343871.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -343885.937500 Penalty: 4043.918701
	Iteration 46Q: 3 clusters Score -343885.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -343893.093750 Penalty: 4043.918701
	Iteration 47Q: 3 clusters Score -343893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -343896.750000 Penalty: 4043.918701
	Iteration 48Q: 3 clusters Score -343896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -343897.906250 Penalty: 4043.918701
	Iteration 49Q: 3 clusters Score -343897.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -343899.468750 Penalty: 4043.918701
	Iteration 50Q: 3 clusters Score -343899.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -343901.437500 Penalty: 4043.918701
	Iteration 51Q: 3 clusters Score -343901.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -343905.375000 Penalty: 4043.918701
	Iteration 52Q: 3 clusters Score -343905.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -343908.812500 Penalty: 4043.918701
	Iteration 53Q: 3 clusters Score -343908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -343909.468750 Penalty: 4043.918701
	Iteration 54Q: 3 clusters Score -343909.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -343909.968750 Penalty: 4043.918701
	Iteration 55Q: 3 clusters Score -343910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -343909.968750 Penalty: 4043.918701
	Iteration 56F: 3 clusters Score -343910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Entering Unmasked Estep 
Score: -311834.312500 Penalty: 1996.178711
	Iteration 0F: 2 clusters Score -311834.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -308455.906250 Penalty: 3992.357422
	Iteration 0F: 3 clusters Score -308455.9 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -309104.406250 Penalty: 3992.357422
	Iteration 1F: 3 clusters Score -309104.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -309252.125000 Penalty: 3992.357422
	Iteration 2F: 3 clusters Score -309252.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -309361.750000 Penalty: 3992.357422
	Iteration 3F: 3 clusters Score -309361.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -309433.125000 Penalty: 3992.357422
	Iteration 4Q: 3 clusters Score -309433.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -309470.531250 Penalty: 3992.357422
	Iteration 5Q: 3 clusters Score -309470.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -309493.343750 Penalty: 3992.357422
	Iteration 6Q: 3 clusters Score -309493.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -309508.156250 Penalty: 3992.357422
	Iteration 7Q: 3 clusters Score -309508.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -309519.312500 Penalty: 3992.357422
	Iteration 8Q: 3 clusters Score -309519.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -309529.625000 Penalty: 3992.357422
	Iteration 9Q: 3 clusters Score -309529.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -309537.125000 Penalty: 3992.357422
	Iteration 10Q: 3 clusters Score -309537.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -309545.156250 Penalty: 3992.357422
	Iteration 11Q: 3 clusters Score -309545.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -309550.875000 Penalty: 3992.357422
	Iteration 12Q: 3 clusters Score -309550.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -309557.343750 Penalty: 3992.357422
	Iteration 13Q: 3 clusters Score -309557.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -309568.000000 Penalty: 3992.357422
	Iteration 14Q: 3 clusters Score -309568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -309578.312500 Penalty: 3992.357422
	Iteration 15Q: 3 clusters Score -309578.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -309585.812500 Penalty: 3992.357422
	Iteration 16Q: 3 clusters Score -309585.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -309590.625000 Penalty: 3992.357422
	Iteration 17Q: 3 clusters Score -309590.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -309595.093750 Penalty: 3992.357422
	Iteration 18Q: 3 clusters Score -309595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -309598.312500 Penalty: 3992.357422
	Iteration 19Q: 3 clusters Score -309598.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -309603.625000 Penalty: 3992.357422
	Iteration 20F: 3 clusters Score -309603.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -309606.375000 Penalty: 3992.357422
	Iteration 21Q: 3 clusters Score -309606.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -309609.656250 Penalty: 3992.357422
	Iteration 22Q: 3 clusters Score -309609.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -309613.156250 Penalty: 3992.357422
	Iteration 23Q: 3 clusters Score -309613.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -309617.531250 Penalty: 3992.357422
	Iteration 24Q: 3 clusters Score -309617.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -309621.156250 Penalty: 3992.357422
	Iteration 25Q: 3 clusters Score -309621.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -309625.562500 Penalty: 3992.357422
	Iteration 26Q: 3 clusters Score -309625.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -309628.562500 Penalty: 3992.357422
	Iteration 27Q: 3 clusters Score -309628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -309631.281250 Penalty: 3992.357422
	Iteration 28Q: 3 clusters Score -309631.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -309635.750000 Penalty: 3992.357422
	Iteration 29Q: 3 clusters Score -309635.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -309637.718750 Penalty: 3992.357422
	Iteration 30Q: 3 clusters Score -309637.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -309641.812500 Penalty: 3992.357422
	Iteration 31Q: 3 clusters Score -309641.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -309646.562500 Penalty: 3992.357422
	Iteration 32Q: 3 clusters Score -309646.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -309649.781250 Penalty: 3992.357422
	Iteration 33Q: 3 clusters Score -309649.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -309653.406250 Penalty: 3992.357422
	Iteration 34Q: 3 clusters Score -309653.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -309657.281250 Penalty: 3992.357422
	Iteration 35Q: 3 clusters Score -309657.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -309660.875000 Penalty: 3992.357422
	Iteration 36Q: 3 clusters Score -309660.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -309665.875000 Penalty: 3992.357422
	Iteration 37Q: 3 clusters Score -309665.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -309668.875000 Penalty: 3992.357422
	Iteration 38Q: 3 clusters Score -309668.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -309673.937500 Penalty: 3992.357422
	Iteration 39Q: 3 clusters Score -309673.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -309681.187500 Penalty: 3992.357422
	Iteration 40F: 3 clusters Score -309681.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -309686.593750 Penalty: 3992.357422
	Iteration 41Q: 3 clusters Score -309686.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -309690.312500 Penalty: 3992.357422
	Iteration 42Q: 3 clusters Score -309690.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -309693.843750 Penalty: 3992.357422
	Iteration 43Q: 3 clusters Score -309693.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -309694.437500 Penalty: 3992.357422
	Iteration 44Q: 3 clusters Score -309694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -309695.125000 Penalty: 3992.357422
	Iteration 45Q: 3 clusters Score -309695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -309695.468750 Penalty: 3992.357422
	Iteration 46Q: 3 clusters Score -309695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -309695.843750 Penalty: 3992.357422
	Iteration 47Q: 3 clusters Score -309695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -309696.593750 Penalty: 3992.357422
	Iteration 48Q: 3 clusters Score -309696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -309698.093750 Penalty: 3992.357422
	Iteration 49Q: 3 clusters Score -309698.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -309699.906250 Penalty: 3992.357422
	Iteration 50Q: 3 clusters Score -309699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -309700.531250 Penalty: 3992.357422
	Iteration 51Q: 3 clusters Score -309700.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -309701.093750 Penalty: 3992.357422
	Iteration 52Q: 3 clusters Score -309701.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -309701.093750 Penalty: 3992.357422
	Iteration 53F: 3 clusters Score -309701.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (284754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284754 members 
Entering Unmasked Estep 
Score: -28500376.000000 Penalty: 3114.726318
	Iteration 0F: 2 clusters Score -2.850038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142020 members 
Mstep: Class 2 contains 142734 members 
Entering Unmasked Estep 
Score: -28319936.000000 Penalty: 6229.452637
	Iteration 0F: 3 clusters Score -2.831994e+07 nChanged 137770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134944 members 
Mstep: Class 2 contains 149810 members 
Entering Unmasked Estep 
Score: -28400974.000000 Penalty: 6229.452637
	Iteration 1F: 3 clusters Score -2.840097e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130613 members 
Mstep: Class 2 contains 154141 members 
Entering Unmasked Estep 
Score: -28402230.000000 Penalty: 6229.452637
	Iteration 2Q: 3 clusters Score -2.840223e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123870 members 
Mstep: Class 2 contains 160884 members 
Entering Unmasked Estep 
Score: -28404460.000000 Penalty: 6229.452637
	Iteration 3Q: 3 clusters Score -2.840446e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113210 members 
Mstep: Class 2 contains 171544 members 
Entering Unmasked Estep 
Score: -28408850.000000 Penalty: 6229.452637
	Iteration 4Q: 3 clusters Score -2.840885e+07 nChanged 16503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 187823 members 
Entering Unmasked Estep 
Score: -28416522.000000 Penalty: 6229.452637
	Iteration 5F: 3 clusters Score -2.841652e+07 nChanged 22765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74264 members 
Mstep: Class 2 contains 210490 members 
Entering Unmasked Estep 
Score: -28430816.000000 Penalty: 6229.452637
	Iteration 6F: 3 clusters Score -2.843082e+07 nChanged 26979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 237437 members 
Entering Unmasked Estep 
Score: -28452224.000000 Penalty: 6229.452637
	Iteration 7F: 3 clusters Score -2.845222e+07 nChanged 24124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 261559 members 
Entering Unmasked Estep 
Score: -28473902.000000 Penalty: 6229.452637
	Iteration 8F: 3 clusters Score -2.84739e+07 nChanged 14646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 276205 members 
Entering Unmasked Estep 
Score: -28488688.000000 Penalty: 6229.452637
	Iteration 9F: 3 clusters Score -2.848869e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 281996 members 
Entering Unmasked Estep 
Score: -28494600.000000 Penalty: 6229.452637
	Iteration 10Q: 3 clusters Score -2.84946e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 283733 members 
Entering Unmasked Estep 
Score: -28496424.000000 Penalty: 6229.452637
	Iteration 11Q: 3 clusters Score -2.849642e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 284237 members 
Entering Unmasked Estep 
Score: -28497032.000000 Penalty: 6229.452637
	Iteration 12Q: 3 clusters Score -2.849703e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 284377 members 
Entering Unmasked Estep 
Score: -28497254.000000 Penalty: 6229.452637
	Iteration 13Q: 3 clusters Score -2.849725e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 284431 members 
Entering Unmasked Estep 
Score: -28497376.000000 Penalty: 6229.452637
	Iteration 14Q: 3 clusters Score -2.849738e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 284449 members 
Entering Unmasked Estep 
Score: -28497408.000000 Penalty: 6229.452637
	Iteration 15Q: 3 clusters Score -2.849741e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284462 members 
Entering Unmasked Estep 
Score: -28497432.000000 Penalty: 6229.452637
	Iteration 16Q: 3 clusters Score -2.849743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 284471 members 
Entering Unmasked Estep 
Score: -28497456.000000 Penalty: 6229.452637
	Iteration 17Q: 3 clusters Score -2.849746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 284468 members 
Entering Unmasked Estep 
Score: -28497456.000000 Penalty: 6229.452637
	Iteration 18Q: 3 clusters Score -2.849746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 284474 members 
Entering Unmasked Estep 
Score: -28497500.000000 Penalty: 6229.452637
	Iteration 19Q: 3 clusters Score -2.84975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 284474 members 
Entering Unmasked Estep 
Score: -28497484.000000 Penalty: 6229.452637
	Iteration 20F: 3 clusters Score -2.849748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 284479 members 
Entering Unmasked Estep 
Score: -28497520.000000 Penalty: 6229.452637
	Iteration 21Q: 3 clusters Score -2.849752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284481 members 
Entering Unmasked Estep 
Score: -28497520.000000 Penalty: 6229.452637
	Iteration 22Q: 3 clusters Score -2.849752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284481 members 
Entering Unmasked Estep 
Score: -28497538.000000 Penalty: 6229.452637
	Iteration 23Q: 3 clusters Score -2.849754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284481 members 
Entering Unmasked Estep 
Score: -28497538.000000 Penalty: 6229.452637
	Iteration 24Q: 3 clusters Score -2.849754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284481 members 
Entering Unmasked Estep 
Score: -28497550.000000 Penalty: 6229.452637
	Iteration 25Q: 3 clusters Score -2.849755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 284479 members 
Entering Unmasked Estep 
Score: -28497538.000000 Penalty: 6229.452637
	Iteration 26Q: 3 clusters Score -2.849754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 284479 members 
Entering Unmasked Estep 
Score: -28497538.000000 Penalty: 6229.452637
	Iteration 27F: 3 clusters Score -2.849754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Entering Unmasked Estep 
Score: -4391926.500000 Penalty: 2647.756836
	Iteration 0F: 2 clusters Score -4391926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -4362614.000000 Penalty: 5295.513672
	Iteration 0F: 3 clusters Score -4362614 nChanged 20018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4373863.500000 Penalty: 5295.513672
	Iteration 1F: 3 clusters Score -4373864 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -4374261.500000 Penalty: 5295.513672
	Iteration 2Q: 3 clusters Score -4374262 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -4374603.000000 Penalty: 5295.513672
	Iteration 3Q: 3 clusters Score -4374603 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -4374941.500000 Penalty: 5295.513672
	Iteration 4Q: 3 clusters Score -4374942 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -4375256.500000 Penalty: 5295.513672
	Iteration 5Q: 3 clusters Score -4375256 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4375692.000000 Penalty: 5295.513672
	Iteration 6Q: 3 clusters Score -4375692 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -4376220.000000 Penalty: 5295.513672
	Iteration 7Q: 3 clusters Score -4376220 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -4377082.500000 Penalty: 5295.513672
	Iteration 8Q: 3 clusters Score -4377082 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -4378535.500000 Penalty: 5295.513672
	Iteration 9F: 3 clusters Score -4378536 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -4380539.000000 Penalty: 5295.513672
	Iteration 10F: 3 clusters Score -4380539 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -4383021.500000 Penalty: 5295.513672
	Iteration 11F: 3 clusters Score -4383022 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4385504.000000 Penalty: 5295.513672
	Iteration 12F: 3 clusters Score -4385504 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4387364.500000 Penalty: 5295.513672
	Iteration 13Q: 3 clusters Score -4387364 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4388485.500000 Penalty: 5295.513672
	Iteration 14Q: 3 clusters Score -4388486 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4389010.500000 Penalty: 5295.513672
	Iteration 15Q: 3 clusters Score -4389010 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4389266.500000 Penalty: 5295.513672
	Iteration 16Q: 3 clusters Score -4389266 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4389421.500000 Penalty: 5295.513672
	Iteration 17Q: 3 clusters Score -4389422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4389509.000000 Penalty: 5295.513672
	Iteration 18Q: 3 clusters Score -4389509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4389543.000000 Penalty: 5295.513672
	Iteration 19Q: 3 clusters Score -4389543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4389563.500000 Penalty: 5295.513672
	Iteration 20F: 3 clusters Score -4389564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4389587.000000 Penalty: 5295.513672
	Iteration 21Q: 3 clusters Score -4389587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4389606.000000 Penalty: 5295.513672
	Iteration 22Q: 3 clusters Score -4389606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4389625.000000 Penalty: 5295.513672
	Iteration 23Q: 3 clusters Score -4389625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4389628.000000 Penalty: 5295.513672
	Iteration 24Q: 3 clusters Score -4389628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4389629.000000 Penalty: 5295.513672
	Iteration 25Q: 3 clusters Score -4389629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4389630.500000 Penalty: 5295.513672
	Iteration 26Q: 3 clusters Score -4389630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4389630.500000 Penalty: 5295.513672
	Iteration 27F: 3 clusters Score -4389630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Entering Unmasked Estep 
Score: -1593066.250000 Penalty: 2407.015381
	Iteration 0F: 2 clusters Score -1593066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1581317.375000 Penalty: 4814.030762
	Iteration 0F: 3 clusters Score -1581317 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1585115.125000 Penalty: 4814.030762
	Iteration 1F: 3 clusters Score -1585115 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1585763.750000 Penalty: 4814.030762
	Iteration 2F: 3 clusters Score -1585764 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1586537.625000 Penalty: 4814.030762
	Iteration 3F: 3 clusters Score -1586538 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1587437.000000 Penalty: 4814.030762
	Iteration 4F: 3 clusters Score -1587437 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1588397.375000 Penalty: 4814.030762
	Iteration 5F: 3 clusters Score -1588397 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1589160.125000 Penalty: 4814.030762
	Iteration 6F: 3 clusters Score -1589160 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1589579.375000 Penalty: 4814.030762
	Iteration 7Q: 3 clusters Score -1589579 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1589813.375000 Penalty: 4814.030762
	Iteration 8Q: 3 clusters Score -1589813 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1589974.250000 Penalty: 4814.030762
	Iteration 9Q: 3 clusters Score -1589974 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1590083.750000 Penalty: 4814.030762
	Iteration 10Q: 3 clusters Score -1590084 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1590166.125000 Penalty: 4814.030762
	Iteration 11Q: 3 clusters Score -1590166 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1590239.375000 Penalty: 4814.030762
	Iteration 12Q: 3 clusters Score -1590239 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1590332.125000 Penalty: 4814.030762
	Iteration 13Q: 3 clusters Score -1590332 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1590451.625000 Penalty: 4814.030762
	Iteration 14Q: 3 clusters Score -1590452 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1590631.250000 Penalty: 4814.030762
	Iteration 15Q: 3 clusters Score -1590631 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1590798.625000 Penalty: 4814.030762
	Iteration 16Q: 3 clusters Score -1590799 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1590962.125000 Penalty: 4814.030762
	Iteration 17Q: 3 clusters Score -1590962 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1591093.375000 Penalty: 4814.030762
	Iteration 18Q: 3 clusters Score -1591093 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1591212.500000 Penalty: 4814.030762
	Iteration 19Q: 3 clusters Score -1591212 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1591313.750000 Penalty: 4814.030762
	Iteration 20F: 3 clusters Score -1591314 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1591373.000000 Penalty: 4814.030762
	Iteration 21Q: 3 clusters Score -1591373 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1591409.500000 Penalty: 4814.030762
	Iteration 22Q: 3 clusters Score -1591410 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1591422.875000 Penalty: 4814.030762
	Iteration 23Q: 3 clusters Score -1591423 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1591430.000000 Penalty: 4814.030762
	Iteration 24Q: 3 clusters Score -1591430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1591444.375000 Penalty: 4814.030762
	Iteration 25Q: 3 clusters Score -1591444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1591457.000000 Penalty: 4814.030762
	Iteration 26Q: 3 clusters Score -1591457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1591462.000000 Penalty: 4814.030762
	Iteration 27Q: 3 clusters Score -1591462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1591466.875000 Penalty: 4814.030762
	Iteration 28Q: 3 clusters Score -1591467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1591466.125000 Penalty: 4814.030762
	Iteration 29Q: 3 clusters Score -1591466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1591469.500000 Penalty: 4814.030762
	Iteration 30Q: 3 clusters Score -1591470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1591471.000000 Penalty: 4814.030762
	Iteration 31Q: 3 clusters Score -1591471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1591473.500000 Penalty: 4814.030762
	Iteration 32Q: 3 clusters Score -1591474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1591472.875000 Penalty: 4814.030762
	Iteration 33Q: 3 clusters Score -1591473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1591474.750000 Penalty: 4814.030762
	Iteration 34Q: 3 clusters Score -1591475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1591476.625000 Penalty: 4814.030762
	Iteration 35Q: 3 clusters Score -1591477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1591475.375000 Penalty: 4814.030762
	Iteration 36Q: 3 clusters Score -1591475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1591478.125000 Penalty: 4814.030762
	Iteration 37Q: 3 clusters Score -1591478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1591478.875000 Penalty: 4814.030762
	Iteration 38Q: 3 clusters Score -1591479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1591478.875000 Penalty: 4814.030762
	Iteration 39F: 3 clusters Score -1591479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Entering Unmasked Estep 
Score: -664671.062500 Penalty: 2194.465820
	Iteration 0F: 2 clusters Score -664671.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -658876.062500 Penalty: 4388.931641
	Iteration 0F: 3 clusters Score -658876.1 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -660477.375000 Penalty: 4388.931641
	Iteration 1F: 3 clusters Score -660477.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -660848.187500 Penalty: 4388.931641
	Iteration 2F: 3 clusters Score -660848.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -661075.187500 Penalty: 4388.931641
	Iteration 3F: 3 clusters Score -661075.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -661234.625000 Penalty: 4388.931641
	Iteration 4Q: 3 clusters Score -661234.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -661379.750000 Penalty: 4388.931641
	Iteration 5Q: 3 clusters Score -661379.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -661520.750000 Penalty: 4388.931641
	Iteration 6Q: 3 clusters Score -661520.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -661674.937500 Penalty: 4388.931641
	Iteration 7Q: 3 clusters Score -661674.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -661879.375000 Penalty: 4388.931641
	Iteration 8Q: 3 clusters Score -661879.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -662067.812500 Penalty: 4388.931641
	Iteration 9Q: 3 clusters Score -662067.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -662234.250000 Penalty: 4388.931641
	Iteration 10Q: 3 clusters Score -662234.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -662374.750000 Penalty: 4388.931641
	Iteration 11Q: 3 clusters Score -662374.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -662513.500000 Penalty: 4388.931641
	Iteration 12Q: 3 clusters Score -662513.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -662643.625000 Penalty: 4388.931641
	Iteration 13Q: 3 clusters Score -662643.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -662771.250000 Penalty: 4388.931641
	Iteration 14Q: 3 clusters Score -662771.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -662886.500000 Penalty: 4388.931641
	Iteration 15Q: 3 clusters Score -662886.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -662998.000000 Penalty: 4388.931641
	Iteration 16Q: 3 clusters Score -662998 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -663101.250000 Penalty: 4388.931641
	Iteration 17Q: 3 clusters Score -663101.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -663205.562500 Penalty: 4388.931641
	Iteration 18Q: 3 clusters Score -663205.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -663326.812500 Penalty: 4388.931641
	Iteration 19Q: 3 clusters Score -663326.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -663473.500000 Penalty: 4388.931641
	Iteration 20F: 3 clusters Score -663473.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -663625.375000 Penalty: 4388.931641
	Iteration 21Q: 3 clusters Score -663625.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -663776.625000 Penalty: 4388.931641
	Iteration 22Q: 3 clusters Score -663776.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -663920.875000 Penalty: 4388.931641
	Iteration 23Q: 3 clusters Score -663920.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -664042.125000 Penalty: 4388.931641
	Iteration 24Q: 3 clusters Score -664042.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -664134.687500 Penalty: 4388.931641
	Iteration 25Q: 3 clusters Score -664134.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -664214.437500 Penalty: 4388.931641
	Iteration 26Q: 3 clusters Score -664214.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -664290.812500 Penalty: 4388.931641
	Iteration 27Q: 3 clusters Score -664290.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -664361.875000 Penalty: 4388.931641
	Iteration 28Q: 3 clusters Score -664361.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -664427.562500 Penalty: 4388.931641
	Iteration 29Q: 3 clusters Score -664427.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -664478.500000 Penalty: 4388.931641
	Iteration 30Q: 3 clusters Score -664478.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -664513.187500 Penalty: 4388.931641
	Iteration 31Q: 3 clusters Score -664513.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -664540.750000 Penalty: 4388.931641
	Iteration 32Q: 3 clusters Score -664540.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -664562.875000 Penalty: 4388.931641
	Iteration 33Q: 3 clusters Score -664562.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -664569.812500 Penalty: 4388.931641
	Iteration 34Q: 3 clusters Score -664569.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -664573.500000 Penalty: 4388.931641
	Iteration 35Q: 3 clusters Score -664573.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -664576.062500 Penalty: 4388.931641
	Iteration 36Q: 3 clusters Score -664576.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -664577.125000 Penalty: 4388.931641
	Iteration 37Q: 3 clusters Score -664577.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -664576.625000 Penalty: 4388.931641
	Iteration 38Q: 3 clusters Score -664576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -664577.687500 Penalty: 4388.931641
	Iteration 39Q: 3 clusters Score -664577.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -664577.687500 Penalty: 4388.931641
	Iteration 40F: 3 clusters Score -664577.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Entering Unmasked Estep 
Score: -1342910.125000 Penalty: 2359.232422
	Iteration 0F: 2 clusters Score -1342910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1332974.500000 Penalty: 4718.464844
	Iteration 0F: 3 clusters Score -1332974 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1336079.875000 Penalty: 4718.464844
	Iteration 1F: 3 clusters Score -1336080 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1336561.250000 Penalty: 4718.464844
	Iteration 2F: 3 clusters Score -1336561 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1337010.125000 Penalty: 4718.464844
	Iteration 3F: 3 clusters Score -1337010 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1337435.250000 Penalty: 4718.464844
	Iteration 4F: 3 clusters Score -1337435 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1337907.625000 Penalty: 4718.464844
	Iteration 5F: 3 clusters Score -1337908 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1338451.375000 Penalty: 4718.464844
	Iteration 6F: 3 clusters Score -1338451 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1339087.750000 Penalty: 4718.464844
	Iteration 7F: 3 clusters Score -1339088 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1339945.250000 Penalty: 4718.464844
	Iteration 8F: 3 clusters Score -1339945 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1340836.375000 Penalty: 4718.464844
	Iteration 9F: 3 clusters Score -1340836 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1341540.250000 Penalty: 4718.464844
	Iteration 10Q: 3 clusters Score -1341540 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1341934.500000 Penalty: 4718.464844
	Iteration 11Q: 3 clusters Score -1341934 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1342114.500000 Penalty: 4718.464844
	Iteration 12Q: 3 clusters Score -1342114 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1342244.500000 Penalty: 4718.464844
	Iteration 13Q: 3 clusters Score -1342244 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1342338.500000 Penalty: 4718.464844
	Iteration 14Q: 3 clusters Score -1342338 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1342395.500000 Penalty: 4718.464844
	Iteration 15Q: 3 clusters Score -1342396 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1342437.000000 Penalty: 4718.464844
	Iteration 16Q: 3 clusters Score -1342437 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1342457.750000 Penalty: 4718.464844
	Iteration 17Q: 3 clusters Score -1342458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1342468.125000 Penalty: 4718.464844
	Iteration 18Q: 3 clusters Score -1342468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1342471.875000 Penalty: 4718.464844
	Iteration 19Q: 3 clusters Score -1342472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1342477.000000 Penalty: 4718.464844
	Iteration 20F: 3 clusters Score -1342477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1342482.500000 Penalty: 4718.464844
	Iteration 21Q: 3 clusters Score -1342482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1342485.000000 Penalty: 4718.464844
	Iteration 22Q: 3 clusters Score -1342485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1342487.500000 Penalty: 4718.464844
	Iteration 23Q: 3 clusters Score -1342488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1342487.500000 Penalty: 4718.464844
	Iteration 24Q: 3 clusters Score -1342488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1342490.000000 Penalty: 4718.464844
	Iteration 25Q: 3 clusters Score -1342490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1342488.375000 Penalty: 4718.464844
	Iteration 26Q: 3 clusters Score -1342488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1342494.000000 Penalty: 4718.464844
	Iteration 27Q: 3 clusters Score -1342494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1342497.375000 Penalty: 4718.464844
	Iteration 28Q: 3 clusters Score -1342497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1342496.375000 Penalty: 4718.464844
	Iteration 29Q: 3 clusters Score -1342496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1342499.375000 Penalty: 4718.464844
	Iteration 30Q: 3 clusters Score -1342499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1342497.500000 Penalty: 4718.464844
	Iteration 31Q: 3 clusters Score -1342498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1342498.625000 Penalty: 4718.464844
	Iteration 32Q: 3 clusters Score -1342499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1342498.750000 Penalty: 4718.464844
	Iteration 33Q: 3 clusters Score -1342499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1342497.000000 Penalty: 4718.464844
	Iteration 34Q: 3 clusters Score -1342497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1342497.000000 Penalty: 4718.464844
	Iteration 35F: 3 clusters Score -1342497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (205292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205292 members 
Entering Unmasked Estep 
Score: -20693050.000000 Penalty: 3033.582764
	Iteration 0F: 2 clusters Score -2.069305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 102481 members 
Entering Unmasked Estep 
Score: -20555326.000000 Penalty: 6067.165527
	Iteration 0F: 3 clusters Score -2.055533e+07 nChanged 98914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105405 members 
Mstep: Class 2 contains 99887 members 
Entering Unmasked Estep 
Score: -20613014.000000 Penalty: 6067.165527
	Iteration 1F: 3 clusters Score -2.061301e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107296 members 
Mstep: Class 2 contains 97996 members 
Entering Unmasked Estep 
Score: -20613924.000000 Penalty: 6067.165527
	Iteration 2Q: 3 clusters Score -2.061392e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110220 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -20614940.000000 Penalty: 6067.165527
	Iteration 3Q: 3 clusters Score -2.061494e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114742 members 
Mstep: Class 2 contains 90550 members 
Entering Unmasked Estep 
Score: -20616622.000000 Penalty: 6067.165527
	Iteration 4Q: 3 clusters Score -2.061662e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121576 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -20619522.000000 Penalty: 6067.165527
	Iteration 5Q: 3 clusters Score -2.061952e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131636 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -20625076.000000 Penalty: 6067.165527
	Iteration 6F: 3 clusters Score -2.062508e+07 nChanged 14323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145789 members 
Mstep: Class 2 contains 59503 members 
Entering Unmasked Estep 
Score: -20635020.000000 Penalty: 6067.165527
	Iteration 7F: 3 clusters Score -2.063502e+07 nChanged 17671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163416 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -20650194.000000 Penalty: 6067.165527
	Iteration 8F: 3 clusters Score -2.065019e+07 nChanged 18246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181658 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -20667988.000000 Penalty: 6067.165527
	Iteration 9F: 3 clusters Score -2.066799e+07 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194921 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -20681262.000000 Penalty: 6067.165527
	Iteration 10F: 3 clusters Score -2.068126e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201488 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -20687430.000000 Penalty: 6067.165527
	Iteration 11Q: 3 clusters Score -2.068743e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203684 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -20689422.000000 Penalty: 6067.165527
	Iteration 12Q: 3 clusters Score -2.068942e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204336 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -20690062.000000 Penalty: 6067.165527
	Iteration 13Q: 3 clusters Score -2.069006e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204536 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -20690362.000000 Penalty: 6067.165527
	Iteration 14Q: 3 clusters Score -2.069036e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204616 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -20690552.000000 Penalty: 6067.165527
	Iteration 15Q: 3 clusters Score -2.069055e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204647 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -20690694.000000 Penalty: 6067.165527
	Iteration 16Q: 3 clusters Score -2.069069e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204645 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -20690752.000000 Penalty: 6067.165527
	Iteration 17Q: 3 clusters Score -2.069075e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204651 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -20690814.000000 Penalty: 6067.165527
	Iteration 18Q: 3 clusters Score -2.069081e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204651 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -20690892.000000 Penalty: 6067.165527
	Iteration 19Q: 3 clusters Score -2.069089e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204647 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -20690912.000000 Penalty: 6067.165527
	Iteration 20F: 3 clusters Score -2.069091e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204648 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -20690948.000000 Penalty: 6067.165527
	Iteration 21Q: 3 clusters Score -2.069095e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204639 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -20690966.000000 Penalty: 6067.165527
	Iteration 22Q: 3 clusters Score -2.069097e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204623 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -20690962.000000 Penalty: 6067.165527
	Iteration 23Q: 3 clusters Score -2.069096e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204615 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -20690984.000000 Penalty: 6067.165527
	Iteration 24Q: 3 clusters Score -2.069098e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204612 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20691002.000000 Penalty: 6067.165527
	Iteration 25Q: 3 clusters Score -2.0691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204608 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -20691018.000000 Penalty: 6067.165527
	Iteration 26Q: 3 clusters Score -2.069102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204603 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -20691030.000000 Penalty: 6067.165527
	Iteration 27Q: 3 clusters Score -2.069103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204603 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -20691046.000000 Penalty: 6067.165527
	Iteration 28Q: 3 clusters Score -2.069105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204596 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -20691074.000000 Penalty: 6067.165527
	Iteration 29Q: 3 clusters Score -2.069107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204591 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20691070.000000 Penalty: 6067.165527
	Iteration 30Q: 3 clusters Score -2.069107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204587 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -20691068.000000 Penalty: 6067.165527
	Iteration 31Q: 3 clusters Score -2.069107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204579 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -20691094.000000 Penalty: 6067.165527
	Iteration 32Q: 3 clusters Score -2.069109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204575 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -20691100.000000 Penalty: 6067.165527
	Iteration 33Q: 3 clusters Score -2.06911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204571 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -20691118.000000 Penalty: 6067.165527
	Iteration 34Q: 3 clusters Score -2.069112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204568 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -20691098.000000 Penalty: 6067.165527
	Iteration 35Q: 3 clusters Score -2.06911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204565 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -20691098.000000 Penalty: 6067.165527
	Iteration 36Q: 3 clusters Score -2.06911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204560 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -20691106.000000 Penalty: 6067.165527
	Iteration 37Q: 3 clusters Score -2.069111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204556 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -20691096.000000 Penalty: 6067.165527
	Iteration 38Q: 3 clusters Score -2.06911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204554 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -20691094.000000 Penalty: 6067.165527
	Iteration 39Q: 3 clusters Score -2.069109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204555 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -20691100.000000 Penalty: 6067.165527
	Iteration 40F: 3 clusters Score -2.06911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204554 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -20691104.000000 Penalty: 6067.165527
	Iteration 41Q: 3 clusters Score -2.06911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204551 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -20691100.000000 Penalty: 6067.165527
	Iteration 42Q: 3 clusters Score -2.06911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204551 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -20691112.000000 Penalty: 6067.165527
	Iteration 43Q: 3 clusters Score -2.069111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204548 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -20691102.000000 Penalty: 6067.165527
	Iteration 44Q: 3 clusters Score -2.06911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204545 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -20691104.000000 Penalty: 6067.165527
	Iteration 45Q: 3 clusters Score -2.06911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204543 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -20691102.000000 Penalty: 6067.165527
	Iteration 46Q: 3 clusters Score -2.06911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204542 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -20691104.000000 Penalty: 6067.165527
	Iteration 47Q: 3 clusters Score -2.06911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204543 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -20691098.000000 Penalty: 6067.165527
	Iteration 48Q: 3 clusters Score -2.06911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204544 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -20691098.000000 Penalty: 6067.165527
	Iteration 49Q: 3 clusters Score -2.06911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204545 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -20691112.000000 Penalty: 6067.165527
	Iteration 50Q: 3 clusters Score -2.069111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204543 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -20691110.000000 Penalty: 6067.165527
	Iteration 51Q: 3 clusters Score -2.069111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204538 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -20691122.000000 Penalty: 6067.165527
	Iteration 52Q: 3 clusters Score -2.069112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204534 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -20691120.000000 Penalty: 6067.165527
	Iteration 53Q: 3 clusters Score -2.069112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204530 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -20691148.000000 Penalty: 6067.165527
	Iteration 54Q: 3 clusters Score -2.069115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204527 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -20691162.000000 Penalty: 6067.165527
	Iteration 55Q: 3 clusters Score -2.069116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204526 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -20691160.000000 Penalty: 6067.165527
	Iteration 56Q: 3 clusters Score -2.069116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204526 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -20691160.000000 Penalty: 6067.165527
	Iteration 57F: 3 clusters Score -2.069116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -417046.437500 Penalty: 2079.034668
	Iteration 0F: 2 clusters Score -417046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -412927.093750 Penalty: 4158.069336
	Iteration 0F: 3 clusters Score -412927.1 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -413901.406250 Penalty: 4158.069336
	Iteration 1F: 3 clusters Score -413901.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -414174.375000 Penalty: 4158.069336
	Iteration 2F: 3 clusters Score -414174.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -414371.687500 Penalty: 4158.069336
	Iteration 3F: 3 clusters Score -414371.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -414563.718750 Penalty: 4158.069336
	Iteration 4F: 3 clusters Score -414563.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -414798.281250 Penalty: 4158.069336
	Iteration 5F: 3 clusters Score -414798.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -415045.812500 Penalty: 4158.069336
	Iteration 6F: 3 clusters Score -415045.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -415273.843750 Penalty: 4158.069336
	Iteration 7F: 3 clusters Score -415273.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -415458.062500 Penalty: 4158.069336
	Iteration 8Q: 3 clusters Score -415458.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -415631.750000 Penalty: 4158.069336
	Iteration 9Q: 3 clusters Score -415631.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -415764.593750 Penalty: 4158.069336
	Iteration 10Q: 3 clusters Score -415764.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -415849.875000 Penalty: 4158.069336
	Iteration 11Q: 3 clusters Score -415849.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -415901.500000 Penalty: 4158.069336
	Iteration 12Q: 3 clusters Score -415901.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -415935.718750 Penalty: 4158.069336
	Iteration 13Q: 3 clusters Score -415935.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -415958.343750 Penalty: 4158.069336
	Iteration 14Q: 3 clusters Score -415958.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -415978.093750 Penalty: 4158.069336
	Iteration 15Q: 3 clusters Score -415978.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -415989.906250 Penalty: 4158.069336
	Iteration 16Q: 3 clusters Score -415989.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -415997.343750 Penalty: 4158.069336
	Iteration 17Q: 3 clusters Score -415997.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -416003.968750 Penalty: 4158.069336
	Iteration 18Q: 3 clusters Score -416004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -416005.625000 Penalty: 4158.069336
	Iteration 19Q: 3 clusters Score -416005.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -416005.625000 Penalty: 4158.069336
	Iteration 20F: 3 clusters Score -416005.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Entering Unmasked Estep 
Score: -596200.625000 Penalty: 2171.149170
	Iteration 0F: 2 clusters Score -596200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -590830.750000 Penalty: 4342.298340
	Iteration 0F: 3 clusters Score -590830.8 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -592252.312500 Penalty: 4342.298340
	Iteration 1F: 3 clusters Score -592252.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -592577.062500 Penalty: 4342.298340
	Iteration 2F: 3 clusters Score -592577.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -592809.687500 Penalty: 4342.298340
	Iteration 3F: 3 clusters Score -592809.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -592976.562500 Penalty: 4342.298340
	Iteration 4Q: 3 clusters Score -592976.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -593113.250000 Penalty: 4342.298340
	Iteration 5Q: 3 clusters Score -593113.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -593247.250000 Penalty: 4342.298340
	Iteration 6Q: 3 clusters Score -593247.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -593369.562500 Penalty: 4342.298340
	Iteration 7Q: 3 clusters Score -593369.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -593488.687500 Penalty: 4342.298340
	Iteration 8Q: 3 clusters Score -593488.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -593602.937500 Penalty: 4342.298340
	Iteration 9Q: 3 clusters Score -593602.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -593703.812500 Penalty: 4342.298340
	Iteration 10Q: 3 clusters Score -593703.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -593805.187500 Penalty: 4342.298340
	Iteration 11Q: 3 clusters Score -593805.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -593882.875000 Penalty: 4342.298340
	Iteration 12Q: 3 clusters Score -593882.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -593945.375000 Penalty: 4342.298340
	Iteration 13Q: 3 clusters Score -593945.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -593997.500000 Penalty: 4342.298340
	Iteration 14Q: 3 clusters Score -593997.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -594046.312500 Penalty: 4342.298340
	Iteration 15Q: 3 clusters Score -594046.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -594095.562500 Penalty: 4342.298340
	Iteration 16Q: 3 clusters Score -594095.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -594154.875000 Penalty: 4342.298340
	Iteration 17Q: 3 clusters Score -594154.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -594242.312500 Penalty: 4342.298340
	Iteration 18Q: 3 clusters Score -594242.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -594346.625000 Penalty: 4342.298340
	Iteration 19Q: 3 clusters Score -594346.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -594436.812500 Penalty: 4342.298340
	Iteration 20F: 3 clusters Score -594436.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -594518.687500 Penalty: 4342.298340
	Iteration 21Q: 3 clusters Score -594518.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -594601.437500 Penalty: 4342.298340
	Iteration 22Q: 3 clusters Score -594601.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -594662.562500 Penalty: 4342.298340
	Iteration 23Q: 3 clusters Score -594662.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -594716.625000 Penalty: 4342.298340
	Iteration 24Q: 3 clusters Score -594716.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -594748.500000 Penalty: 4342.298340
	Iteration 25Q: 3 clusters Score -594748.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -594780.375000 Penalty: 4342.298340
	Iteration 26Q: 3 clusters Score -594780.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -594797.062500 Penalty: 4342.298340
	Iteration 27Q: 3 clusters Score -594797.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -594806.062500 Penalty: 4342.298340
	Iteration 28Q: 3 clusters Score -594806.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -594818.812500 Penalty: 4342.298340
	Iteration 29Q: 3 clusters Score -594818.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -594825.687500 Penalty: 4342.298340
	Iteration 30Q: 3 clusters Score -594825.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -594835.687500 Penalty: 4342.298340
	Iteration 31Q: 3 clusters Score -594835.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -594840.000000 Penalty: 4342.298340
	Iteration 32Q: 3 clusters Score -594840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -594842.000000 Penalty: 4342.298340
	Iteration 33Q: 3 clusters Score -594842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -594844.562500 Penalty: 4342.298340
	Iteration 34Q: 3 clusters Score -594844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -594847.750000 Penalty: 4342.298340
	Iteration 35Q: 3 clusters Score -594847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -594851.812500 Penalty: 4342.298340
	Iteration 36Q: 3 clusters Score -594851.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -594858.437500 Penalty: 4342.298340
	Iteration 37Q: 3 clusters Score -594858.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -594861.812500 Penalty: 4342.298340
	Iteration 38Q: 3 clusters Score -594861.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -594868.625000 Penalty: 4342.298340
	Iteration 39Q: 3 clusters Score -594868.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -594872.812500 Penalty: 4342.298340
	Iteration 40F: 3 clusters Score -594872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -594876.125000 Penalty: 4342.298340
	Iteration 41Q: 3 clusters Score -594876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -594876.000000 Penalty: 4342.298340
	Iteration 42Q: 3 clusters Score -594876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -594876.000000 Penalty: 4342.298340
	Iteration 43F: 3 clusters Score -594876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -4145821.000000 Penalty: 2639.834961
	Iteration 0F: 2 clusters Score -4145821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -4117403.500000 Penalty: 5279.669922
	Iteration 0F: 3 clusters Score -4117404 nChanged 19281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -4128026.500000 Penalty: 5279.669922
	Iteration 1F: 3 clusters Score -4128026 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -4128654.500000 Penalty: 5279.669922
	Iteration 2Q: 3 clusters Score -4128654 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -4129398.250000 Penalty: 5279.669922
	Iteration 3Q: 3 clusters Score -4129398 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -4130242.000000 Penalty: 5279.669922
	Iteration 4Q: 3 clusters Score -4130242 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -4131321.750000 Penalty: 5279.669922
	Iteration 5F: 3 clusters Score -4131322 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -4132676.000000 Penalty: 5279.669922
	Iteration 6F: 3 clusters Score -4132676 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -4134262.500000 Penalty: 5279.669922
	Iteration 7F: 3 clusters Score -4134262 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -4135916.750000 Penalty: 5279.669922
	Iteration 8F: 3 clusters Score -4135917 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4137473.250000 Penalty: 5279.669922
	Iteration 9F: 3 clusters Score -4137473 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -4138853.750000 Penalty: 5279.669922
	Iteration 10Q: 3 clusters Score -4138854 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4140117.250000 Penalty: 5279.669922
	Iteration 11Q: 3 clusters Score -4140117 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -4141277.500000 Penalty: 5279.669922
	Iteration 12Q: 3 clusters Score -4141278 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -4142116.000000 Penalty: 5279.669922
	Iteration 13Q: 3 clusters Score -4142116 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -4142709.750000 Penalty: 5279.669922
	Iteration 14Q: 3 clusters Score -4142710 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -4142976.000000 Penalty: 5279.669922
	Iteration 15Q: 3 clusters Score -4142976 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -4143179.750000 Penalty: 5279.669922
	Iteration 16Q: 3 clusters Score -4143180 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -4143292.250000 Penalty: 5279.669922
	Iteration 17Q: 3 clusters Score -4143292 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -4143408.250000 Penalty: 5279.669922
	Iteration 18Q: 3 clusters Score -4143408 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -4143507.000000 Penalty: 5279.669922
	Iteration 19Q: 3 clusters Score -4143507 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -4143570.000000 Penalty: 5279.669922
	Iteration 20F: 3 clusters Score -4143570 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -4143621.250000 Penalty: 5279.669922
	Iteration 21Q: 3 clusters Score -4143621 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -4143673.250000 Penalty: 5279.669922
	Iteration 22Q: 3 clusters Score -4143673 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -4143697.250000 Penalty: 5279.669922
	Iteration 23Q: 3 clusters Score -4143697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -4143719.750000 Penalty: 5279.669922
	Iteration 24Q: 3 clusters Score -4143720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -4143741.250000 Penalty: 5279.669922
	Iteration 25Q: 3 clusters Score -4143741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -4143749.500000 Penalty: 5279.669922
	Iteration 26Q: 3 clusters Score -4143750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -4143764.750000 Penalty: 5279.669922
	Iteration 27Q: 3 clusters Score -4143765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -4143774.250000 Penalty: 5279.669922
	Iteration 28Q: 3 clusters Score -4143774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -4143779.500000 Penalty: 5279.669922
	Iteration 29Q: 3 clusters Score -4143780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -4143783.000000 Penalty: 5279.669922
	Iteration 30Q: 3 clusters Score -4143783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -4143782.250000 Penalty: 5279.669922
	Iteration 31Q: 3 clusters Score -4143782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -4143790.000000 Penalty: 5279.669922
	Iteration 32Q: 3 clusters Score -4143790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -4143790.000000 Penalty: 5279.669922
	Iteration 33Q: 3 clusters Score -4143790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -4143796.500000 Penalty: 5279.669922
	Iteration 34Q: 3 clusters Score -4143796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -4143793.250000 Penalty: 5279.669922
	Iteration 35Q: 3 clusters Score -4143793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -4143794.750000 Penalty: 5279.669922
	Iteration 36Q: 3 clusters Score -4143795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -4143795.750000 Penalty: 5279.669922
	Iteration 37Q: 3 clusters Score -4143796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -4143802.000000 Penalty: 5279.669922
	Iteration 38Q: 3 clusters Score -4143802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -4143804.500000 Penalty: 5279.669922
	Iteration 39Q: 3 clusters Score -4143804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -4143808.500000 Penalty: 5279.669922
	Iteration 40F: 3 clusters Score -4143808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -4143808.750000 Penalty: 5279.669922
	Iteration 41Q: 3 clusters Score -4143809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -4143805.250000 Penalty: 5279.669922
	Iteration 42Q: 3 clusters Score -4143805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -4143804.750000 Penalty: 5279.669922
	Iteration 43Q: 3 clusters Score -4143805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -4143802.250000 Penalty: 5279.669922
	Iteration 44Q: 3 clusters Score -4143802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -4143801.500000 Penalty: 5279.669922
	Iteration 45Q: 3 clusters Score -4143802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -4143802.000000 Penalty: 5279.669922
	Iteration 46Q: 3 clusters Score -4143802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -4143806.500000 Penalty: 5279.669922
	Iteration 47Q: 3 clusters Score -4143806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -4143808.500000 Penalty: 5279.669922
	Iteration 48Q: 3 clusters Score -4143808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -4143811.750000 Penalty: 5279.669922
	Iteration 49Q: 3 clusters Score -4143812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -4143812.500000 Penalty: 5279.669922
	Iteration 50Q: 3 clusters Score -4143812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -4143812.500000 Penalty: 5279.669922
	Iteration 51F: 3 clusters Score -4143812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Entering Unmasked Estep 
Score: -2007060.000000 Penalty: 2459.635254
	Iteration 0F: 2 clusters Score -2007060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1992730.125000 Penalty: 4919.270508
	Iteration 0F: 3 clusters Score -1992730 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1997450.875000 Penalty: 4919.270508
	Iteration 1F: 3 clusters Score -1997451 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1997835.875000 Penalty: 4919.270508
	Iteration 2F: 3 clusters Score -1997836 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1998164.125000 Penalty: 4919.270508
	Iteration 3Q: 3 clusters Score -1998164 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1998542.750000 Penalty: 4919.270508
	Iteration 4Q: 3 clusters Score -1998543 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1998982.500000 Penalty: 4919.270508
	Iteration 5Q: 3 clusters Score -1998982 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1999601.000000 Penalty: 4919.270508
	Iteration 6F: 3 clusters Score -1999601 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2000445.375000 Penalty: 4919.270508
	Iteration 7F: 3 clusters Score -2000445 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2001530.125000 Penalty: 4919.270508
	Iteration 8F: 3 clusters Score -2001530 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2002761.375000 Penalty: 4919.270508
	Iteration 9F: 3 clusters Score -2002761 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2003948.250000 Penalty: 4919.270508
	Iteration 10F: 3 clusters Score -2003948 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2005045.625000 Penalty: 4919.270508
	Iteration 11F: 3 clusters Score -2005046 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2005691.500000 Penalty: 4919.270508
	Iteration 12Q: 3 clusters Score -2005692 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2005979.875000 Penalty: 4919.270508
	Iteration 13Q: 3 clusters Score -2005980 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2006125.500000 Penalty: 4919.270508
	Iteration 14Q: 3 clusters Score -2006126 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2006187.625000 Penalty: 4919.270508
	Iteration 15Q: 3 clusters Score -2006188 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2006219.875000 Penalty: 4919.270508
	Iteration 16Q: 3 clusters Score -2006220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2006238.625000 Penalty: 4919.270508
	Iteration 17Q: 3 clusters Score -2006239 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2006247.875000 Penalty: 4919.270508
	Iteration 18Q: 3 clusters Score -2006248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2006249.375000 Penalty: 4919.270508
	Iteration 19Q: 3 clusters Score -2006249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2006250.500000 Penalty: 4919.270508
	Iteration 20F: 3 clusters Score -2006250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2006255.000000 Penalty: 4919.270508
	Iteration 21Q: 3 clusters Score -2006255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2006253.375000 Penalty: 4919.270508
	Iteration 22Q: 3 clusters Score -2006253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2006256.250000 Penalty: 4919.270508
	Iteration 23Q: 3 clusters Score -2006256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2006252.625000 Penalty: 4919.270508
	Iteration 24Q: 3 clusters Score -2006253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2006262.000000 Penalty: 4919.270508
	Iteration 25Q: 3 clusters Score -2006262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2006260.750000 Penalty: 4919.270508
	Iteration 26Q: 3 clusters Score -2006261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2006263.750000 Penalty: 4919.270508
	Iteration 27Q: 3 clusters Score -2006264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2006260.750000 Penalty: 4919.270508
	Iteration 28Q: 3 clusters Score -2006261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2006264.250000 Penalty: 4919.270508
	Iteration 29Q: 3 clusters Score -2006264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2006264.000000 Penalty: 4919.270508
	Iteration 30Q: 3 clusters Score -2006264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2006264.000000 Penalty: 4919.270508
	Iteration 31F: 3 clusters Score -2006264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Entering Unmasked Estep 
Score: -1085776.875000 Penalty: 2310.670410
	Iteration 0F: 2 clusters Score -1085777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1077401.625000 Penalty: 4621.340820
	Iteration 0F: 3 clusters Score -1077402 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1079833.750000 Penalty: 4621.340820
	Iteration 1F: 3 clusters Score -1079834 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1080124.500000 Penalty: 4621.340820
	Iteration 2F: 3 clusters Score -1080124 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1080346.500000 Penalty: 4621.340820
	Iteration 3Q: 3 clusters Score -1080346 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1080547.750000 Penalty: 4621.340820
	Iteration 4Q: 3 clusters Score -1080548 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1080729.500000 Penalty: 4621.340820
	Iteration 5Q: 3 clusters Score -1080730 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1080920.375000 Penalty: 4621.340820
	Iteration 6Q: 3 clusters Score -1080920 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1081100.000000 Penalty: 4621.340820
	Iteration 7Q: 3 clusters Score -1081100 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1081263.625000 Penalty: 4621.340820
	Iteration 8Q: 3 clusters Score -1081264 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1081435.875000 Penalty: 4621.340820
	Iteration 9Q: 3 clusters Score -1081436 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1081642.500000 Penalty: 4621.340820
	Iteration 10Q: 3 clusters Score -1081642 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1081866.125000 Penalty: 4621.340820
	Iteration 11Q: 3 clusters Score -1081866 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1082094.750000 Penalty: 4621.340820
	Iteration 12Q: 3 clusters Score -1082095 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1082304.875000 Penalty: 4621.340820
	Iteration 13Q: 3 clusters Score -1082305 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1082484.250000 Penalty: 4621.340820
	Iteration 14Q: 3 clusters Score -1082484 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1082656.125000 Penalty: 4621.340820
	Iteration 15Q: 3 clusters Score -1082656 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1082826.500000 Penalty: 4621.340820
	Iteration 16Q: 3 clusters Score -1082826 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1082962.625000 Penalty: 4621.340820
	Iteration 17Q: 3 clusters Score -1082963 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1083082.000000 Penalty: 4621.340820
	Iteration 18Q: 3 clusters Score -1083082 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1083169.875000 Penalty: 4621.340820
	Iteration 19Q: 3 clusters Score -1083170 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1083250.750000 Penalty: 4621.340820
	Iteration 20F: 3 clusters Score -1083251 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1083321.250000 Penalty: 4621.340820
	Iteration 21Q: 3 clusters Score -1083321 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1083379.875000 Penalty: 4621.340820
	Iteration 22Q: 3 clusters Score -1083380 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1083430.250000 Penalty: 4621.340820
	Iteration 23Q: 3 clusters Score -1083430 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1083474.875000 Penalty: 4621.340820
	Iteration 24Q: 3 clusters Score -1083475 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1083515.375000 Penalty: 4621.340820
	Iteration 25Q: 3 clusters Score -1083515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1083553.125000 Penalty: 4621.340820
	Iteration 26Q: 3 clusters Score -1083553 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1083588.250000 Penalty: 4621.340820
	Iteration 27Q: 3 clusters Score -1083588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1083620.250000 Penalty: 4621.340820
	Iteration 28Q: 3 clusters Score -1083620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1083639.375000 Penalty: 4621.340820
	Iteration 29Q: 3 clusters Score -1083639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1083660.875000 Penalty: 4621.340820
	Iteration 30Q: 3 clusters Score -1083661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1083677.875000 Penalty: 4621.340820
	Iteration 31Q: 3 clusters Score -1083678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1083691.500000 Penalty: 4621.340820
	Iteration 32Q: 3 clusters Score -1083692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1083704.125000 Penalty: 4621.340820
	Iteration 33Q: 3 clusters Score -1083704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1083707.750000 Penalty: 4621.340820
	Iteration 34Q: 3 clusters Score -1083708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1083719.500000 Penalty: 4621.340820
	Iteration 35Q: 3 clusters Score -1083720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1083725.750000 Penalty: 4621.340820
	Iteration 36Q: 3 clusters Score -1083726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1083733.000000 Penalty: 4621.340820
	Iteration 37Q: 3 clusters Score -1083733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1083734.500000 Penalty: 4621.340820
	Iteration 38Q: 3 clusters Score -1083734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1083740.750000 Penalty: 4621.340820
	Iteration 39Q: 3 clusters Score -1083741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1083740.875000 Penalty: 4621.340820
	Iteration 40F: 3 clusters Score -1083741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1083743.750000 Penalty: 4621.340820
	Iteration 41Q: 3 clusters Score -1083744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1083748.500000 Penalty: 4621.340820
	Iteration 42Q: 3 clusters Score -1083748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1083752.375000 Penalty: 4621.340820
	Iteration 43Q: 3 clusters Score -1083752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1083754.250000 Penalty: 4621.340820
	Iteration 44Q: 3 clusters Score -1083754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1083755.750000 Penalty: 4621.340820
	Iteration 45Q: 3 clusters Score -1083756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1083756.000000 Penalty: 4621.340820
	Iteration 46Q: 3 clusters Score -1083756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1083756.000000 Penalty: 4621.340820
	Iteration 47F: 3 clusters Score -1083756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (69243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Entering Unmasked Estep 
Score: -7029301.000000 Penalty: 2764.053467
	Iteration 0F: 2 clusters Score -7029301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -6982843.500000 Penalty: 5528.106934
	Iteration 0F: 3 clusters Score -6982844 nChanged 32393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -7000877.000000 Penalty: 5528.106934
	Iteration 1F: 3 clusters Score -7000877 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -7001444.500000 Penalty: 5528.106934
	Iteration 2Q: 3 clusters Score -7001444 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -7001939.000000 Penalty: 5528.106934
	Iteration 3Q: 3 clusters Score -7001939 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -7002436.000000 Penalty: 5528.106934
	Iteration 4Q: 3 clusters Score -7002436 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -7003031.500000 Penalty: 5528.106934
	Iteration 5Q: 3 clusters Score -7003032 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -7003740.000000 Penalty: 5528.106934
	Iteration 6Q: 3 clusters Score -7003740 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -7004539.000000 Penalty: 5528.106934
	Iteration 7Q: 3 clusters Score -7004539 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -7005566.000000 Penalty: 5528.106934
	Iteration 8Q: 3 clusters Score -7005566 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -7006792.000000 Penalty: 5528.106934
	Iteration 9Q: 3 clusters Score -7006792 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -7008154.500000 Penalty: 5528.106934
	Iteration 10Q: 3 clusters Score -7008154 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -7009519.500000 Penalty: 5528.106934
	Iteration 11Q: 3 clusters Score -7009520 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -7010852.000000 Penalty: 5528.106934
	Iteration 12Q: 3 clusters Score -7010852 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -7012251.000000 Penalty: 5528.106934
	Iteration 13Q: 3 clusters Score -7012251 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -7013601.500000 Penalty: 5528.106934
	Iteration 14Q: 3 clusters Score -7013602 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -7014990.500000 Penalty: 5528.106934
	Iteration 15Q: 3 clusters Score -7014990 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -7016251.000000 Penalty: 5528.106934
	Iteration 16Q: 3 clusters Score -7016251 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -7017288.000000 Penalty: 5528.106934
	Iteration 17Q: 3 clusters Score -7017288 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -7017856.000000 Penalty: 5528.106934
	Iteration 18Q: 3 clusters Score -7017856 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -7018294.000000 Penalty: 5528.106934
	Iteration 19Q: 3 clusters Score -7018294 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -7018738.000000 Penalty: 5528.106934
	Iteration 20F: 3 clusters Score -7018738 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -7019189.000000 Penalty: 5528.106934
	Iteration 21Q: 3 clusters Score -7019189 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -7019627.500000 Penalty: 5528.106934
	Iteration 22Q: 3 clusters Score -7019628 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -7020091.500000 Penalty: 5528.106934
	Iteration 23Q: 3 clusters Score -7020092 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -7020545.500000 Penalty: 5528.106934
	Iteration 24Q: 3 clusters Score -7020546 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -7021020.500000 Penalty: 5528.106934
	Iteration 25Q: 3 clusters Score -7021020 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -7021509.500000 Penalty: 5528.106934
	Iteration 26Q: 3 clusters Score -7021510 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -7021992.000000 Penalty: 5528.106934
	Iteration 27Q: 3 clusters Score -7021992 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -7022482.000000 Penalty: 5528.106934
	Iteration 28Q: 3 clusters Score -7022482 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -7022959.500000 Penalty: 5528.106934
	Iteration 29Q: 3 clusters Score -7022960 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -7023458.000000 Penalty: 5528.106934
	Iteration 30Q: 3 clusters Score -7023458 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -7023950.500000 Penalty: 5528.106934
	Iteration 31Q: 3 clusters Score -7023950 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
Score: -7024460.000000 Penalty: 5528.106934
	Iteration 32Q: 3 clusters Score -7024460 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -7024914.500000 Penalty: 5528.106934
	Iteration 33Q: 3 clusters Score -7024914 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 65955 members 
Entering Unmasked Estep 
Score: -7025307.500000 Penalty: 5528.106934
	Iteration 34Q: 3 clusters Score -7025308 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
Score: -7025633.000000 Penalty: 5528.106934
	Iteration 35Q: 3 clusters Score -7025633 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -7025915.000000 Penalty: 5528.106934
	Iteration 36Q: 3 clusters Score -7025915 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -7026103.000000 Penalty: 5528.106934
	Iteration 37Q: 3 clusters Score -7026103 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 67646 members 
Entering Unmasked Estep 
Score: -7026287.500000 Penalty: 5528.106934
	Iteration 38Q: 3 clusters Score -7026288 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -7026430.000000 Penalty: 5528.106934
	Iteration 39Q: 3 clusters Score -7026430 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -7026539.500000 Penalty: 5528.106934
	Iteration 40F: 3 clusters Score -7026540 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -7026612.500000 Penalty: 5528.106934
	Iteration 41Q: 3 clusters Score -7026612 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -7026667.000000 Penalty: 5528.106934
	Iteration 42Q: 3 clusters Score -7026667 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -7026716.500000 Penalty: 5528.106934
	Iteration 43Q: 3 clusters Score -7026716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -7026761.500000 Penalty: 5528.106934
	Iteration 44Q: 3 clusters Score -7026762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -7026779.000000 Penalty: 5528.106934
	Iteration 45Q: 3 clusters Score -7026779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -7026786.500000 Penalty: 5528.106934
	Iteration 46Q: 3 clusters Score -7026786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 68480 members 
Entering Unmasked Estep 
Score: -7026806.000000 Penalty: 5528.106934
	Iteration 47Q: 3 clusters Score -7026806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -7026805.000000 Penalty: 5528.106934
	Iteration 48Q: 3 clusters Score -7026805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 68519 members 
Entering Unmasked Estep 
Score: -7026819.500000 Penalty: 5528.106934
	Iteration 49Q: 3 clusters Score -7026820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -7026839.000000 Penalty: 5528.106934
	Iteration 50Q: 3 clusters Score -7026839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 68561 members 
Entering Unmasked Estep 
Score: -7026855.500000 Penalty: 5528.106934
	Iteration 51Q: 3 clusters Score -7026856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -7026867.500000 Penalty: 5528.106934
	Iteration 52Q: 3 clusters Score -7026868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -7026872.500000 Penalty: 5528.106934
	Iteration 53Q: 3 clusters Score -7026872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -7026876.500000 Penalty: 5528.106934
	Iteration 54Q: 3 clusters Score -7026876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 68618 members 
Entering Unmasked Estep 
Score: -7026887.000000 Penalty: 5528.106934
	Iteration 55Q: 3 clusters Score -7026887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -7026885.000000 Penalty: 5528.106934
	Iteration 56Q: 3 clusters Score -7026885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -7026896.500000 Penalty: 5528.106934
	Iteration 57Q: 3 clusters Score -7026896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -7026900.500000 Penalty: 5528.106934
	Iteration 58Q: 3 clusters Score -7026900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -7026902.000000 Penalty: 5528.106934
	Iteration 59Q: 3 clusters Score -7026902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -7026909.500000 Penalty: 5528.106934
	Iteration 60F: 3 clusters Score -7026910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -7026910.500000 Penalty: 5528.106934
	Iteration 61Q: 3 clusters Score -7026910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -7026903.500000 Penalty: 5528.106934
	Iteration 62Q: 3 clusters Score -7026904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -7026912.000000 Penalty: 5528.106934
	Iteration 63Q: 3 clusters Score -7026912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -7026917.000000 Penalty: 5528.106934
	Iteration 64Q: 3 clusters Score -7026917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -7026927.500000 Penalty: 5528.106934
	Iteration 65Q: 3 clusters Score -7026928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -7026932.000000 Penalty: 5528.106934
	Iteration 66Q: 3 clusters Score -7026932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -7026928.000000 Penalty: 5528.106934
	Iteration 67Q: 3 clusters Score -7026928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 68677 members 
Entering Unmasked Estep 
Score: -7026925.500000 Penalty: 5528.106934
	Iteration 68Q: 3 clusters Score -7026926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 68677 members 
Entering Unmasked Estep 
Score: -7026925.500000 Penalty: 5528.106934
	Iteration 69F: 3 clusters Score -7026926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -114760.843750 Penalty: 1766.670898
	Iteration 0F: 2 clusters Score -114760.8 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 609 members 
Entering Unmasked Estep 
Score: -112686.484375 Penalty: 3533.341797
	Iteration 0F: 3 clusters Score -112686.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -113042.937500 Penalty: 3533.341797
	Iteration 1F: 3 clusters Score -113042.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -113129.460938 Penalty: 3533.341797
	Iteration 2F: 3 clusters Score -113129.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -113163.445312 Penalty: 3533.341797
	Iteration 3Q: 3 clusters Score -113163.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -113180.726562 Penalty: 3533.341797
	Iteration 4Q: 3 clusters Score -113180.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -113196.140625 Penalty: 3533.341797
	Iteration 5Q: 3 clusters Score -113196.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -113218.546875 Penalty: 3533.341797
	Iteration 6Q: 3 clusters Score -113218.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -113234.281250 Penalty: 3533.341797
	Iteration 7Q: 3 clusters Score -113234.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -113239.648438 Penalty: 3533.341797
	Iteration 8Q: 3 clusters Score -113239.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -113244.367188 Penalty: 3533.341797
	Iteration 9Q: 3 clusters Score -113244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -113249.296875 Penalty: 3533.341797
	Iteration 10Q: 3 clusters Score -113249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -113251.578125 Penalty: 3533.341797
	Iteration 11Q: 3 clusters Score -113251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -113251.578125 Penalty: 3533.341797
	Iteration 12F: 3 clusters Score -113251.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Entering Unmasked Estep 
Score: -778116.250000 Penalty: 2218.312988
	Iteration 0F: 2 clusters Score -778116.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -771881.062500 Penalty: 4436.625977
	Iteration 0F: 3 clusters Score -771881.1 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -773609.625000 Penalty: 4436.625977
	Iteration 1F: 3 clusters Score -773609.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -773933.812500 Penalty: 4436.625977
	Iteration 2F: 3 clusters Score -773933.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -774193.000000 Penalty: 4436.625977
	Iteration 3F: 3 clusters Score -774193 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -774436.625000 Penalty: 4436.625977
	Iteration 4F: 3 clusters Score -774436.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -774698.437500 Penalty: 4436.625977
	Iteration 5F: 3 clusters Score -774698.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -774970.750000 Penalty: 4436.625977
	Iteration 6F: 3 clusters Score -774970.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -775211.187500 Penalty: 4436.625977
	Iteration 7Q: 3 clusters Score -775211.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -775438.812500 Penalty: 4436.625977
	Iteration 8Q: 3 clusters Score -775438.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -775638.250000 Penalty: 4436.625977
	Iteration 9Q: 3 clusters Score -775638.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -775785.187500 Penalty: 4436.625977
	Iteration 10Q: 3 clusters Score -775785.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -775925.875000 Penalty: 4436.625977
	Iteration 11Q: 3 clusters Score -775925.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -776044.812500 Penalty: 4436.625977
	Iteration 12Q: 3 clusters Score -776044.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -776112.250000 Penalty: 4436.625977
	Iteration 13Q: 3 clusters Score -776112.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -776145.000000 Penalty: 4436.625977
	Iteration 14Q: 3 clusters Score -776145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -776171.687500 Penalty: 4436.625977
	Iteration 15Q: 3 clusters Score -776171.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -776192.562500 Penalty: 4436.625977
	Iteration 16Q: 3 clusters Score -776192.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -776207.750000 Penalty: 4436.625977
	Iteration 17Q: 3 clusters Score -776207.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -776220.000000 Penalty: 4436.625977
	Iteration 18Q: 3 clusters Score -776220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -776231.000000 Penalty: 4436.625977
	Iteration 19Q: 3 clusters Score -776231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -776234.125000 Penalty: 4436.625977
	Iteration 20F: 3 clusters Score -776234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -776235.562500 Penalty: 4436.625977
	Iteration 21Q: 3 clusters Score -776235.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -776237.937500 Penalty: 4436.625977
	Iteration 22Q: 3 clusters Score -776237.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -776242.062500 Penalty: 4436.625977
	Iteration 23Q: 3 clusters Score -776242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -776242.562500 Penalty: 4436.625977
	Iteration 24Q: 3 clusters Score -776242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -776246.562500 Penalty: 4436.625977
	Iteration 25Q: 3 clusters Score -776246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -776248.937500 Penalty: 4436.625977
	Iteration 26Q: 3 clusters Score -776248.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -776252.062500 Penalty: 4436.625977
	Iteration 27Q: 3 clusters Score -776252.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -776252.437500 Penalty: 4436.625977
	Iteration 28Q: 3 clusters Score -776252.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -776254.562500 Penalty: 4436.625977
	Iteration 29Q: 3 clusters Score -776254.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -776254.437500 Penalty: 4436.625977
	Iteration 30Q: 3 clusters Score -776254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -776255.562500 Penalty: 4436.625977
	Iteration 31Q: 3 clusters Score -776255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -776259.187500 Penalty: 4436.625977
	Iteration 32Q: 3 clusters Score -776259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -776260.062500 Penalty: 4436.625977
	Iteration 33Q: 3 clusters Score -776260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -776263.062500 Penalty: 4436.625977
	Iteration 34Q: 3 clusters Score -776263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -776264.437500 Penalty: 4436.625977
	Iteration 35Q: 3 clusters Score -776264.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -776267.875000 Penalty: 4436.625977
	Iteration 36Q: 3 clusters Score -776267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -776271.875000 Penalty: 4436.625977
	Iteration 37Q: 3 clusters Score -776271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -776277.875000 Penalty: 4436.625977
	Iteration 38Q: 3 clusters Score -776277.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -776285.125000 Penalty: 4436.625977
	Iteration 39Q: 3 clusters Score -776285.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -776290.437500 Penalty: 4436.625977
	Iteration 40F: 3 clusters Score -776290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -776292.875000 Penalty: 4436.625977
	Iteration 41Q: 3 clusters Score -776292.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -776293.750000 Penalty: 4436.625977
	Iteration 42Q: 3 clusters Score -776293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -776294.562500 Penalty: 4436.625977
	Iteration 43Q: 3 clusters Score -776294.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -776298.375000 Penalty: 4436.625977
	Iteration 44Q: 3 clusters Score -776298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -776301.125000 Penalty: 4436.625977
	Iteration 45Q: 3 clusters Score -776301.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -776302.250000 Penalty: 4436.625977
	Iteration 46Q: 3 clusters Score -776302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -776302.250000 Penalty: 4436.625977
	Iteration 47F: 3 clusters Score -776302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Entering Unmasked Estep 
Score: -1501405.500000 Penalty: 2387.694336
	Iteration 0F: 2 clusters Score -1501406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1490406.250000 Penalty: 4775.388672
	Iteration 0F: 3 clusters Score -1490406 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1493807.750000 Penalty: 4775.388672
	Iteration 1F: 3 clusters Score -1493808 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1494135.625000 Penalty: 4775.388672
	Iteration 2F: 3 clusters Score -1494136 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1494412.875000 Penalty: 4775.388672
	Iteration 3Q: 3 clusters Score -1494413 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1494659.125000 Penalty: 4775.388672
	Iteration 4Q: 3 clusters Score -1494659 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1494870.500000 Penalty: 4775.388672
	Iteration 5Q: 3 clusters Score -1494870 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1495091.250000 Penalty: 4775.388672
	Iteration 6Q: 3 clusters Score -1495091 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1495298.125000 Penalty: 4775.388672
	Iteration 7Q: 3 clusters Score -1495298 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1495560.500000 Penalty: 4775.388672
	Iteration 8Q: 3 clusters Score -1495560 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1495861.375000 Penalty: 4775.388672
	Iteration 9Q: 3 clusters Score -1495861 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1496182.250000 Penalty: 4775.388672
	Iteration 10Q: 3 clusters Score -1496182 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1496568.000000 Penalty: 4775.388672
	Iteration 11Q: 3 clusters Score -1496568 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1496930.250000 Penalty: 4775.388672
	Iteration 12Q: 3 clusters Score -1496930 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1497291.000000 Penalty: 4775.388672
	Iteration 13Q: 3 clusters Score -1497291 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1497668.750000 Penalty: 4775.388672
	Iteration 14Q: 3 clusters Score -1497669 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1497968.625000 Penalty: 4775.388672
	Iteration 15Q: 3 clusters Score -1497969 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1498225.875000 Penalty: 4775.388672
	Iteration 16Q: 3 clusters Score -1498226 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1498417.250000 Penalty: 4775.388672
	Iteration 17Q: 3 clusters Score -1498417 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1498569.000000 Penalty: 4775.388672
	Iteration 18Q: 3 clusters Score -1498569 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1498689.875000 Penalty: 4775.388672
	Iteration 19Q: 3 clusters Score -1498690 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1498783.500000 Penalty: 4775.388672
	Iteration 20F: 3 clusters Score -1498784 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1498872.000000 Penalty: 4775.388672
	Iteration 21Q: 3 clusters Score -1498872 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1498951.500000 Penalty: 4775.388672
	Iteration 22Q: 3 clusters Score -1498952 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1499016.750000 Penalty: 4775.388672
	Iteration 23Q: 3 clusters Score -1499017 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1499065.500000 Penalty: 4775.388672
	Iteration 24Q: 3 clusters Score -1499066 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1499117.375000 Penalty: 4775.388672
	Iteration 25Q: 3 clusters Score -1499117 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1499154.625000 Penalty: 4775.388672
	Iteration 26Q: 3 clusters Score -1499155 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1499192.000000 Penalty: 4775.388672
	Iteration 27Q: 3 clusters Score -1499192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1499219.000000 Penalty: 4775.388672
	Iteration 28Q: 3 clusters Score -1499219 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1499243.500000 Penalty: 4775.388672
	Iteration 29Q: 3 clusters Score -1499244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1499274.250000 Penalty: 4775.388672
	Iteration 30Q: 3 clusters Score -1499274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1499296.500000 Penalty: 4775.388672
	Iteration 31Q: 3 clusters Score -1499296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1499314.625000 Penalty: 4775.388672
	Iteration 32Q: 3 clusters Score -1499315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1499322.375000 Penalty: 4775.388672
	Iteration 33Q: 3 clusters Score -1499322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1499332.250000 Penalty: 4775.388672
	Iteration 34Q: 3 clusters Score -1499332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1499337.750000 Penalty: 4775.388672
	Iteration 35Q: 3 clusters Score -1499338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1499351.625000 Penalty: 4775.388672
	Iteration 36Q: 3 clusters Score -1499352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1499358.875000 Penalty: 4775.388672
	Iteration 37Q: 3 clusters Score -1499359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1499362.875000 Penalty: 4775.388672
	Iteration 38Q: 3 clusters Score -1499363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1499367.625000 Penalty: 4775.388672
	Iteration 39Q: 3 clusters Score -1499368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1499369.000000 Penalty: 4775.388672
	Iteration 40F: 3 clusters Score -1499369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1499369.250000 Penalty: 4775.388672
	Iteration 41Q: 3 clusters Score -1499369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1499374.250000 Penalty: 4775.388672
	Iteration 42Q: 3 clusters Score -1499374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1499376.375000 Penalty: 4775.388672
	Iteration 43Q: 3 clusters Score -1499376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1499379.875000 Penalty: 4775.388672
	Iteration 44Q: 3 clusters Score -1499380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1499384.000000 Penalty: 4775.388672
	Iteration 45Q: 3 clusters Score -1499384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1499386.000000 Penalty: 4775.388672
	Iteration 46Q: 3 clusters Score -1499386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1499386.125000 Penalty: 4775.388672
	Iteration 47Q: 3 clusters Score -1499386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1499389.375000 Penalty: 4775.388672
	Iteration 48Q: 3 clusters Score -1499389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1499389.125000 Penalty: 4775.388672
	Iteration 49Q: 3 clusters Score -1499389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1499392.875000 Penalty: 4775.388672
	Iteration 50Q: 3 clusters Score -1499393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1499394.625000 Penalty: 4775.388672
	Iteration 51Q: 3 clusters Score -1499395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1499398.500000 Penalty: 4775.388672
	Iteration 52Q: 3 clusters Score -1499398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1499396.625000 Penalty: 4775.388672
	Iteration 53Q: 3 clusters Score -1499397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1499396.625000 Penalty: 4775.388672
	Iteration 54F: 3 clusters Score -1499397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (24125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Entering Unmasked Estep 
Score: -2477576.750000 Penalty: 2502.569092
	Iteration 0F: 2 clusters Score -2477577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2460986.750000 Penalty: 5005.138184
	Iteration 0F: 3 clusters Score -2460987 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2466640.500000 Penalty: 5005.138184
	Iteration 1F: 3 clusters Score -2466640 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2467125.000000 Penalty: 5005.138184
	Iteration 2F: 3 clusters Score -2467125 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2467582.250000 Penalty: 5005.138184
	Iteration 3Q: 3 clusters Score -2467582 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2468072.250000 Penalty: 5005.138184
	Iteration 4Q: 3 clusters Score -2468072 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2468655.250000 Penalty: 5005.138184
	Iteration 5Q: 3 clusters Score -2468655 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2469413.750000 Penalty: 5005.138184
	Iteration 6F: 3 clusters Score -2469414 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2470336.750000 Penalty: 5005.138184
	Iteration 7F: 3 clusters Score -2470337 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2471550.500000 Penalty: 5005.138184
	Iteration 8F: 3 clusters Score -2471550 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2472818.750000 Penalty: 5005.138184
	Iteration 9F: 3 clusters Score -2472819 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2473882.500000 Penalty: 5005.138184
	Iteration 10Q: 3 clusters Score -2473882 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2474586.250000 Penalty: 5005.138184
	Iteration 11Q: 3 clusters Score -2474586 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2474955.750000 Penalty: 5005.138184
	Iteration 12Q: 3 clusters Score -2474956 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2475125.000000 Penalty: 5005.138184
	Iteration 13Q: 3 clusters Score -2475125 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2475224.500000 Penalty: 5005.138184
	Iteration 14Q: 3 clusters Score -2475224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2475290.500000 Penalty: 5005.138184
	Iteration 15Q: 3 clusters Score -2475290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2475330.750000 Penalty: 5005.138184
	Iteration 16Q: 3 clusters Score -2475331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2475349.250000 Penalty: 5005.138184
	Iteration 17Q: 3 clusters Score -2475349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2475356.250000 Penalty: 5005.138184
	Iteration 18Q: 3 clusters Score -2475356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2475364.500000 Penalty: 5005.138184
	Iteration 19Q: 3 clusters Score -2475364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2475366.750000 Penalty: 5005.138184
	Iteration 20F: 3 clusters Score -2475367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2475366.750000 Penalty: 5005.138184
	Iteration 21Q: 3 clusters Score -2475367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2475367.500000 Penalty: 5005.138184
	Iteration 22Q: 3 clusters Score -2475368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2475371.000000 Penalty: 5005.138184
	Iteration 23Q: 3 clusters Score -2475371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2475371.000000 Penalty: 5005.138184
	Iteration 24F: 3 clusters Score -2475371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188616 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61839 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36359 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164991 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235786 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284754 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205292 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69243 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147984.000000 Penalty: 131188.937500
Iteration 399Q: 38 clusters Score -1.57148e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188616 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61840 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36359 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164991 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235784 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284753 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205292 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69243 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148016.000000 Penalty: 131188.937500
Iteration 400F: 38 clusters Score -1.57148e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188617 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61841 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36359 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164994 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235780 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284752 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205291 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69243 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148000.000000 Penalty: 131188.937500
Iteration 401Q: 38 clusters Score -1.57148e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188618 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61844 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36359 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 164997 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235776 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284753 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205289 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69241 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147968.000000 Penalty: 131188.937500
Iteration 402Q: 38 clusters Score -1.57148e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188624 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61845 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35643 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36361 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 165000 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235768 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284754 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205287 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69237 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147936.000000 Penalty: 131188.937500
Iteration 403Q: 38 clusters Score -1.571479e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188634 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61845 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36363 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 165003 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235759 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284753 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205283 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69236 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147984.000000 Penalty: 131188.937500
Iteration 404Q: 38 clusters Score -1.57148e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188641 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 61845 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36364 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 165006 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235752 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284751 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205285 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41960 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69233 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148016.000000 Penalty: 131188.937500
Iteration 405Q: 38 clusters Score -1.57148e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188646 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 61847 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35641 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36365 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 165010 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235744 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284749 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205286 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41960 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69230 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148016.000000 Penalty: 131188.937500
Iteration 406Q: 38 clusters Score -1.57148e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188656 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 61848 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35640 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36363 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17631 members 
Mstep: Class 13 contains 165014 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235732 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284749 members 
Mstep: Class 23 contains 43322 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205287 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41960 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69227 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147952.000000 Penalty: 131188.937500
Iteration 407Q: 38 clusters Score -1.57148e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188665 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61848 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35641 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36367 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17630 members 
Mstep: Class 13 contains 165020 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235719 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284745 members 
Mstep: Class 23 contains 43321 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205284 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69227 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147952.000000 Penalty: 131188.937500
Iteration 408Q: 38 clusters Score -1.57148e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188672 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61847 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35643 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36370 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17628 members 
Mstep: Class 13 contains 165027 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235702 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284744 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205284 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41962 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69226 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147968.000000 Penalty: 131188.937500
Iteration 409Q: 38 clusters Score -1.57148e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188677 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61846 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35645 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36370 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17627 members 
Mstep: Class 13 contains 165032 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235693 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284741 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205286 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41962 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69226 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147968.000000 Penalty: 131188.937500
Iteration 410Q: 38 clusters Score -1.57148e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188679 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61848 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35645 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36370 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17626 members 
Mstep: Class 13 contains 165034 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235687 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284740 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205288 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41962 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69226 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147984.000000 Penalty: 131188.937500
Iteration 411Q: 38 clusters Score -1.57148e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188680 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61850 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35646 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36370 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165040 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235676 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6788 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284738 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205291 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41962 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69226 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147952.000000 Penalty: 131188.937500
Iteration 412Q: 38 clusters Score -1.57148e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188684 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61854 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35646 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36371 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165044 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235663 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6789 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284736 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205293 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69226 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147952.000000 Penalty: 131188.937500
Iteration 413Q: 38 clusters Score -1.57148e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188688 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61855 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35646 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36371 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165043 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235654 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18983 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6791 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284734 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205296 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69226 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147984.000000 Penalty: 131188.937500
Iteration 414Q: 38 clusters Score -1.57148e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188692 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61856 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36372 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165042 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235642 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18982 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6793 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284733 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205301 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69226 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147936.000000 Penalty: 131188.937500
Iteration 415Q: 38 clusters Score -1.571479e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188695 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61858 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36375 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165041 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235630 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18982 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6798 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284731 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205303 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69225 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147984.000000 Penalty: 131188.937500
Iteration 416Q: 38 clusters Score -1.57148e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188700 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61859 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36375 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165040 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235617 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18982 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284729 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205308 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41961 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69224 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147984.000000 Penalty: 131188.937500
Iteration 417Q: 38 clusters Score -1.57148e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188705 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61862 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36375 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165041 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 235603 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18982 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6805 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284729 members 
Mstep: Class 23 contains 43324 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205312 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41962 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69221 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147936.000000 Penalty: 131188.937500
Iteration 418Q: 38 clusters Score -1.571479e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188711 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61864 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16347 members 
Mstep: Class 10 contains 36376 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165039 members 
Mstep: Class 14 contains 16263 members 
Mstep: Class 15 contains 235591 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18982 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6807 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3132 members 
Mstep: Class 22 contains 284729 members 
Mstep: Class 23 contains 43324 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205317 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41963 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69218 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15181 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147984.000000 Penalty: 131188.937500
Iteration 419Q: 38 clusters Score -1.57148e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188716 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61868 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36377 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165039 members 
Mstep: Class 14 contains 16261 members 
Mstep: Class 15 contains 235581 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18982 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284727 members 
Mstep: Class 23 contains 43324 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205321 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69213 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147952.000000 Penalty: 131188.937500
Iteration 420F: 38 clusters Score -1.57148e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188724 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61870 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36376 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165041 members 
Mstep: Class 14 contains 16260 members 
Mstep: Class 15 contains 235573 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18982 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284726 members 
Mstep: Class 23 contains 43324 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205323 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69210 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147984.000000 Penalty: 131188.937500
Iteration 421Q: 38 clusters Score -1.57148e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188733 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61872 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36378 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165044 members 
Mstep: Class 14 contains 16258 members 
Mstep: Class 15 contains 235561 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18982 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284725 members 
Mstep: Class 23 contains 43324 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205324 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69209 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147952.000000 Penalty: 131188.937500
Iteration 422Q: 38 clusters Score -1.57148e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188739 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61876 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36378 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165048 members 
Mstep: Class 14 contains 16258 members 
Mstep: Class 15 contains 235549 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18982 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284727 members 
Mstep: Class 23 contains 43324 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205323 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69207 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147872.000000 Penalty: 131188.937500
Iteration 423Q: 38 clusters Score -1.571479e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188745 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61877 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36378 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165048 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235539 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18982 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284727 members 
Mstep: Class 23 contains 43324 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205323 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69209 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147904.000000 Penalty: 131188.937500
Iteration 424Q: 38 clusters Score -1.571479e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188748 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 61877 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36379 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165047 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235531 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18981 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284726 members 
Mstep: Class 23 contains 43325 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205327 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69211 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147936.000000 Penalty: 131188.937500
Iteration 425Q: 38 clusters Score -1.571479e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188747 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61880 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36379 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165050 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235521 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18979 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 284724 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205333 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69212 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148016.000000 Penalty: 131188.937500
Iteration 426Q: 38 clusters Score -1.57148e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188752 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61882 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36379 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165055 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235508 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18979 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284723 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205335 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69213 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148016.000000 Penalty: 131188.937500
Iteration 427Q: 38 clusters Score -1.57148e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188754 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61883 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36379 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165064 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235492 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18978 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284724 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205338 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69214 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148096.000000 Penalty: 131188.937500
Iteration 428Q: 38 clusters Score -1.571481e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188754 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61884 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36378 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165068 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235484 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284724 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205341 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20291 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69215 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148000.000000 Penalty: 131188.937500
Iteration 429Q: 38 clusters Score -1.57148e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188755 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61886 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36377 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165072 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235477 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284721 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205344 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20292 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69215 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148032.000000 Penalty: 131188.937500
Iteration 430Q: 38 clusters Score -1.57148e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188759 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61885 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36377 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165078 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235467 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284719 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205348 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20292 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69214 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148064.000000 Penalty: 131188.937500
Iteration 431Q: 38 clusters Score -1.571481e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188764 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61886 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36377 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165083 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235459 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284718 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205347 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20292 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69213 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148048.000000 Penalty: 131188.937500
Iteration 432Q: 38 clusters Score -1.57148e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188766 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61889 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36377 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165084 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235454 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284719 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205346 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20292 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69212 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148000.000000 Penalty: 131188.937500
Iteration 433Q: 38 clusters Score -1.57148e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188767 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61889 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36378 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165086 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235451 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284719 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205347 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20292 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69210 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148016.000000 Penalty: 131188.937500
Iteration 434Q: 38 clusters Score -1.57148e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188767 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61889 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36379 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165087 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235451 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284718 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205347 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20292 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69209 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148032.000000 Penalty: 131188.937500
Iteration 435Q: 38 clusters Score -1.57148e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188766 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61889 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36380 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165087 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235451 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284717 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205348 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20292 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69209 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148048.000000 Penalty: 131188.937500
Iteration 436Q: 38 clusters Score -1.57148e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188766 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61889 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36380 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165087 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235451 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284716 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205349 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20292 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69209 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148032.000000 Penalty: 131188.937500
Iteration 437Q: 38 clusters Score -1.57148e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188766 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61889 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36380 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165087 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235451 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284715 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 205351 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20292 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69208 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148048.000000 Penalty: 131188.937500
Iteration 438Q: 38 clusters Score -1.57148e+08 nChanged 1
Entering ConstructFrom: 
Score: -157148048.000000 Penalty: 131188.937500
Entering ConstructFrom: 
Trying to split cluster 1 (188766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188766 members 
Entering Unmasked Estep 
Score: -18965534.000000 Penalty: 3012.769287
	Iteration 0F: 2 clusters Score -1.896553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94502 members 
Mstep: Class 2 contains 94264 members 
Entering Unmasked Estep 
Score: -18839850.000000 Penalty: 6025.538574
	Iteration 0F: 3 clusters Score -1.883985e+07 nChanged 90549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97659 members 
Mstep: Class 2 contains 91107 members 
Entering Unmasked Estep 
Score: -18892810.000000 Penalty: 6025.538574
	Iteration 1F: 3 clusters Score -1.889281e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99721 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -18893852.000000 Penalty: 6025.538574
	Iteration 2Q: 3 clusters Score -1.889385e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102842 members 
Mstep: Class 2 contains 85924 members 
Entering Unmasked Estep 
Score: -18895454.000000 Penalty: 6025.538574
	Iteration 3Q: 3 clusters Score -1.889545e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107743 members 
Mstep: Class 2 contains 81023 members 
Entering Unmasked Estep 
Score: -18897672.000000 Penalty: 6025.538574
	Iteration 4Q: 3 clusters Score -1.889767e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115073 members 
Mstep: Class 2 contains 73693 members 
Entering Unmasked Estep 
Score: -18901494.000000 Penalty: 6025.538574
	Iteration 5Q: 3 clusters Score -1.890149e+07 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125153 members 
Mstep: Class 2 contains 63613 members 
Entering Unmasked Estep 
Score: -18907798.000000 Penalty: 6025.538574
	Iteration 6F: 3 clusters Score -1.89078e+07 nChanged 13698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138127 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -18917190.000000 Penalty: 6025.538574
	Iteration 7F: 3 clusters Score -1.891719e+07 nChanged 15116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152901 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -18930334.000000 Penalty: 6025.538574
	Iteration 8F: 3 clusters Score -1.893033e+07 nChanged 13958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166755 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -18943762.000000 Penalty: 6025.538574
	Iteration 9F: 3 clusters Score -1.894376e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176673 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -18953368.000000 Penalty: 6025.538574
	Iteration 10F: 3 clusters Score -1.895337e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182120 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -18958384.000000 Penalty: 6025.538574
	Iteration 11Q: 3 clusters Score -1.895838e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184753 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -18960688.000000 Penalty: 6025.538574
	Iteration 12Q: 3 clusters Score -1.896069e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185972 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -18961756.000000 Penalty: 6025.538574
	Iteration 13Q: 3 clusters Score -1.896176e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186631 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -18962214.000000 Penalty: 6025.538574
	Iteration 14Q: 3 clusters Score -1.896221e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187025 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -18962460.000000 Penalty: 6025.538574
	Iteration 15Q: 3 clusters Score -1.896246e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187269 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -18962632.000000 Penalty: 6025.538574
	Iteration 16Q: 3 clusters Score -1.896263e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187416 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -18962710.000000 Penalty: 6025.538574
	Iteration 17Q: 3 clusters Score -1.896271e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187522 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -18962788.000000 Penalty: 6025.538574
	Iteration 18Q: 3 clusters Score -1.896279e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187605 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -18962834.000000 Penalty: 6025.538574
	Iteration 19Q: 3 clusters Score -1.896283e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187657 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -18962862.000000 Penalty: 6025.538574
	Iteration 20F: 3 clusters Score -1.896286e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187693 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -18962880.000000 Penalty: 6025.538574
	Iteration 21Q: 3 clusters Score -1.896288e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187731 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -18962872.000000 Penalty: 6025.538574
	Iteration 22Q: 3 clusters Score -1.896287e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187761 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -18962904.000000 Penalty: 6025.538574
	Iteration 23Q: 3 clusters Score -1.89629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187787 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -18962920.000000 Penalty: 6025.538574
	Iteration 24Q: 3 clusters Score -1.896292e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187811 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -18962918.000000 Penalty: 6025.538574
	Iteration 25Q: 3 clusters Score -1.896292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187830 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -18962946.000000 Penalty: 6025.538574
	Iteration 26Q: 3 clusters Score -1.896295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187845 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -18962944.000000 Penalty: 6025.538574
	Iteration 27Q: 3 clusters Score -1.896294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187854 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -18962930.000000 Penalty: 6025.538574
	Iteration 28Q: 3 clusters Score -1.896293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187865 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -18962930.000000 Penalty: 6025.538574
	Iteration 29Q: 3 clusters Score -1.896293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187879 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -18962952.000000 Penalty: 6025.538574
	Iteration 30Q: 3 clusters Score -1.896295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187896 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -18962966.000000 Penalty: 6025.538574
	Iteration 31Q: 3 clusters Score -1.896297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187907 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -18962978.000000 Penalty: 6025.538574
	Iteration 32Q: 3 clusters Score -1.896298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187915 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -18962986.000000 Penalty: 6025.538574
	Iteration 33Q: 3 clusters Score -1.896299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187922 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -18962988.000000 Penalty: 6025.538574
	Iteration 34Q: 3 clusters Score -1.896299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187929 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -18963000.000000 Penalty: 6025.538574
	Iteration 35Q: 3 clusters Score -1.8963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187930 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -18963008.000000 Penalty: 6025.538574
	Iteration 36Q: 3 clusters Score -1.896301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187933 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -18963014.000000 Penalty: 6025.538574
	Iteration 37Q: 3 clusters Score -1.896301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187935 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -18963008.000000 Penalty: 6025.538574
	Iteration 38Q: 3 clusters Score -1.896301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187934 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -18963004.000000 Penalty: 6025.538574
	Iteration 39Q: 3 clusters Score -1.8963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187934 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -18963004.000000 Penalty: 6025.538574
	Iteration 40F: 3 clusters Score -1.8963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Entering Unmasked Estep 
Score: -863368.750000 Penalty: 2247.221436
	Iteration 0F: 2 clusters Score -863368.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -856564.125000 Penalty: 4494.442871
	Iteration 0F: 3 clusters Score -856564.1 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -858400.687500 Penalty: 4494.442871
	Iteration 1F: 3 clusters Score -858400.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -858664.312500 Penalty: 4494.442871
	Iteration 2F: 3 clusters Score -858664.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -858856.937500 Penalty: 4494.442871
	Iteration 3F: 3 clusters Score -858856.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -858997.187500 Penalty: 4494.442871
	Iteration 4Q: 3 clusters Score -858997.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -859116.625000 Penalty: 4494.442871
	Iteration 5Q: 3 clusters Score -859116.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -859232.375000 Penalty: 4494.442871
	Iteration 6Q: 3 clusters Score -859232.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -859392.375000 Penalty: 4494.442871
	Iteration 7Q: 3 clusters Score -859392.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -859598.812500 Penalty: 4494.442871
	Iteration 8Q: 3 clusters Score -859598.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -859859.062500 Penalty: 4494.442871
	Iteration 9Q: 3 clusters Score -859859.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -860187.062500 Penalty: 4494.442871
	Iteration 10Q: 3 clusters Score -860187.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -860502.500000 Penalty: 4494.442871
	Iteration 11Q: 3 clusters Score -860502.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -860815.250000 Penalty: 4494.442871
	Iteration 12Q: 3 clusters Score -860815.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -861077.062500 Penalty: 4494.442871
	Iteration 13Q: 3 clusters Score -861077.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -861266.562500 Penalty: 4494.442871
	Iteration 14Q: 3 clusters Score -861266.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -861375.875000 Penalty: 4494.442871
	Iteration 15Q: 3 clusters Score -861375.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -861447.062500 Penalty: 4494.442871
	Iteration 16Q: 3 clusters Score -861447.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -861501.625000 Penalty: 4494.442871
	Iteration 17Q: 3 clusters Score -861501.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -861538.625000 Penalty: 4494.442871
	Iteration 18Q: 3 clusters Score -861538.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -861566.250000 Penalty: 4494.442871
	Iteration 19Q: 3 clusters Score -861566.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -861583.687500 Penalty: 4494.442871
	Iteration 20F: 3 clusters Score -861583.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -861591.187500 Penalty: 4494.442871
	Iteration 21Q: 3 clusters Score -861591.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -861599.437500 Penalty: 4494.442871
	Iteration 22Q: 3 clusters Score -861599.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -861605.312500 Penalty: 4494.442871
	Iteration 23Q: 3 clusters Score -861605.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -861610.312500 Penalty: 4494.442871
	Iteration 24Q: 3 clusters Score -861610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -861612.125000 Penalty: 4494.442871
	Iteration 25Q: 3 clusters Score -861612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -861612.875000 Penalty: 4494.442871
	Iteration 26Q: 3 clusters Score -861612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -861614.812500 Penalty: 4494.442871
	Iteration 27Q: 3 clusters Score -861614.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -861617.562500 Penalty: 4494.442871
	Iteration 28Q: 3 clusters Score -861617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -861620.562500 Penalty: 4494.442871
	Iteration 29Q: 3 clusters Score -861620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -861623.187500 Penalty: 4494.442871
	Iteration 30Q: 3 clusters Score -861623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -861627.187500 Penalty: 4494.442871
	Iteration 31Q: 3 clusters Score -861627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -861629.312500 Penalty: 4494.442871
	Iteration 32Q: 3 clusters Score -861629.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -861630.187500 Penalty: 4494.442871
	Iteration 33Q: 3 clusters Score -861630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -861630.250000 Penalty: 4494.442871
	Iteration 34Q: 3 clusters Score -861630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -861630.250000 Penalty: 4494.442871
	Iteration 35F: 3 clusters Score -861630.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Entering Unmasked Estep 
Score: -907921.750000 Penalty: 2269.662109
	Iteration 0F: 2 clusters Score -907921.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -900640.187500 Penalty: 4539.324219
	Iteration 0F: 3 clusters Score -900640.2 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -902662.812500 Penalty: 4539.324219
	Iteration 1F: 3 clusters Score -902662.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -902937.000000 Penalty: 4539.324219
	Iteration 2F: 3 clusters Score -902937 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -903151.187500 Penalty: 4539.324219
	Iteration 3Q: 3 clusters Score -903151.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -903327.625000 Penalty: 4539.324219
	Iteration 4Q: 3 clusters Score -903327.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -903491.937500 Penalty: 4539.324219
	Iteration 5Q: 3 clusters Score -903491.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -903673.812500 Penalty: 4539.324219
	Iteration 6Q: 3 clusters Score -903673.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -903848.000000 Penalty: 4539.324219
	Iteration 7Q: 3 clusters Score -903848 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -904021.250000 Penalty: 4539.324219
	Iteration 8Q: 3 clusters Score -904021.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -904188.937500 Penalty: 4539.324219
	Iteration 9Q: 3 clusters Score -904188.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -904335.437500 Penalty: 4539.324219
	Iteration 10Q: 3 clusters Score -904335.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -904462.937500 Penalty: 4539.324219
	Iteration 11Q: 3 clusters Score -904462.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -904575.187500 Penalty: 4539.324219
	Iteration 12Q: 3 clusters Score -904575.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -904716.687500 Penalty: 4539.324219
	Iteration 13Q: 3 clusters Score -904716.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -904843.125000 Penalty: 4539.324219
	Iteration 14Q: 3 clusters Score -904843.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -904962.000000 Penalty: 4539.324219
	Iteration 15Q: 3 clusters Score -904962 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -905056.562500 Penalty: 4539.324219
	Iteration 16Q: 3 clusters Score -905056.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -905140.437500 Penalty: 4539.324219
	Iteration 17Q: 3 clusters Score -905140.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -905200.750000 Penalty: 4539.324219
	Iteration 18Q: 3 clusters Score -905200.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -905250.500000 Penalty: 4539.324219
	Iteration 19Q: 3 clusters Score -905250.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -905289.125000 Penalty: 4539.324219
	Iteration 20F: 3 clusters Score -905289.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -905326.062500 Penalty: 4539.324219
	Iteration 21Q: 3 clusters Score -905326.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -905365.437500 Penalty: 4539.324219
	Iteration 22Q: 3 clusters Score -905365.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -905408.000000 Penalty: 4539.324219
	Iteration 23Q: 3 clusters Score -905408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -905451.062500 Penalty: 4539.324219
	Iteration 24Q: 3 clusters Score -905451.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -905488.312500 Penalty: 4539.324219
	Iteration 25Q: 3 clusters Score -905488.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -905521.500000 Penalty: 4539.324219
	Iteration 26Q: 3 clusters Score -905521.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -905550.062500 Penalty: 4539.324219
	Iteration 27Q: 3 clusters Score -905550.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -905571.687500 Penalty: 4539.324219
	Iteration 28Q: 3 clusters Score -905571.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -905593.000000 Penalty: 4539.324219
	Iteration 29Q: 3 clusters Score -905593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -905613.875000 Penalty: 4539.324219
	Iteration 30Q: 3 clusters Score -905613.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -905633.062500 Penalty: 4539.324219
	Iteration 31Q: 3 clusters Score -905633.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -905651.250000 Penalty: 4539.324219
	Iteration 32Q: 3 clusters Score -905651.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -905668.187500 Penalty: 4539.324219
	Iteration 33Q: 3 clusters Score -905668.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -905681.000000 Penalty: 4539.324219
	Iteration 34Q: 3 clusters Score -905681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -905698.812500 Penalty: 4539.324219
	Iteration 35Q: 3 clusters Score -905698.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -905713.375000 Penalty: 4539.324219
	Iteration 36Q: 3 clusters Score -905713.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -905725.062500 Penalty: 4539.324219
	Iteration 37Q: 3 clusters Score -905725.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -905733.312500 Penalty: 4539.324219
	Iteration 38Q: 3 clusters Score -905733.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -905743.625000 Penalty: 4539.324219
	Iteration 39Q: 3 clusters Score -905743.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -905756.875000 Penalty: 4539.324219
	Iteration 40F: 3 clusters Score -905756.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -905768.250000 Penalty: 4539.324219
	Iteration 41Q: 3 clusters Score -905768.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -905777.875000 Penalty: 4539.324219
	Iteration 42Q: 3 clusters Score -905777.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -905789.812500 Penalty: 4539.324219
	Iteration 43Q: 3 clusters Score -905789.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -905799.937500 Penalty: 4539.324219
	Iteration 44Q: 3 clusters Score -905799.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -905810.312500 Penalty: 4539.324219
	Iteration 45Q: 3 clusters Score -905810.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -905818.437500 Penalty: 4539.324219
	Iteration 46Q: 3 clusters Score -905818.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -905827.812500 Penalty: 4539.324219
	Iteration 47Q: 3 clusters Score -905827.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -905837.187500 Penalty: 4539.324219
	Iteration 48Q: 3 clusters Score -905837.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -905851.500000 Penalty: 4539.324219
	Iteration 49Q: 3 clusters Score -905851.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -905877.312500 Penalty: 4539.324219
	Iteration 50Q: 3 clusters Score -905877.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -905899.250000 Penalty: 4539.324219
	Iteration 51Q: 3 clusters Score -905899.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -905926.625000 Penalty: 4539.324219
	Iteration 52Q: 3 clusters Score -905926.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -905939.375000 Penalty: 4539.324219
	Iteration 53Q: 3 clusters Score -905939.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -905951.187500 Penalty: 4539.324219
	Iteration 54Q: 3 clusters Score -905951.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -905963.812500 Penalty: 4539.324219
	Iteration 55Q: 3 clusters Score -905963.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -905979.312500 Penalty: 4539.324219
	Iteration 56Q: 3 clusters Score -905979.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -905986.125000 Penalty: 4539.324219
	Iteration 57Q: 3 clusters Score -905986.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -905997.375000 Penalty: 4539.324219
	Iteration 58Q: 3 clusters Score -905997.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -906007.687500 Penalty: 4539.324219
	Iteration 59Q: 3 clusters Score -906007.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -906013.062500 Penalty: 4539.324219
	Iteration 60F: 3 clusters Score -906013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -906013.000000 Penalty: 4539.324219
	Iteration 61Q: 3 clusters Score -906013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -906014.937500 Penalty: 4539.324219
	Iteration 62Q: 3 clusters Score -906014.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -906019.312500 Penalty: 4539.324219
	Iteration 63Q: 3 clusters Score -906019.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -906021.562500 Penalty: 4539.324219
	Iteration 64Q: 3 clusters Score -906021.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -906027.062500 Penalty: 4539.324219
	Iteration 65Q: 3 clusters Score -906027.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -906030.125000 Penalty: 4539.324219
	Iteration 66Q: 3 clusters Score -906030.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -906035.437500 Penalty: 4539.324219
	Iteration 67Q: 3 clusters Score -906035.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -906037.625000 Penalty: 4539.324219
	Iteration 68Q: 3 clusters Score -906037.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -906037.562500 Penalty: 4539.324219
	Iteration 69Q: 3 clusters Score -906037.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -906039.687500 Penalty: 4539.324219
	Iteration 70Q: 3 clusters Score -906039.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -906042.562500 Penalty: 4539.324219
	Iteration 71Q: 3 clusters Score -906042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -906043.812500 Penalty: 4539.324219
	Iteration 72Q: 3 clusters Score -906043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -906044.062500 Penalty: 4539.324219
	Iteration 73Q: 3 clusters Score -906044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -906045.062500 Penalty: 4539.324219
	Iteration 74Q: 3 clusters Score -906045.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -906046.687500 Penalty: 4539.324219
	Iteration 75Q: 3 clusters Score -906046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -906046.812500 Penalty: 4539.324219
	Iteration 76Q: 3 clusters Score -906046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -906046.812500 Penalty: 4539.324219
	Iteration 77F: 3 clusters Score -906046.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Entering Unmasked Estep 
Score: -327116.281250 Penalty: 2021.244385
	Iteration 0F: 2 clusters Score -327116.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -323559.218750 Penalty: 4042.488770
	Iteration 0F: 3 clusters Score -323559.2 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -324478.625000 Penalty: 4042.488770
	Iteration 1F: 3 clusters Score -324478.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -324783.531250 Penalty: 4042.488770
	Iteration 2F: 3 clusters Score -324783.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -324981.875000 Penalty: 4042.488770
	Iteration 3F: 3 clusters Score -324981.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -325127.562500 Penalty: 4042.488770
	Iteration 4F: 3 clusters Score -325127.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -325222.437500 Penalty: 4042.488770
	Iteration 5Q: 3 clusters Score -325222.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -325297.093750 Penalty: 4042.488770
	Iteration 6Q: 3 clusters Score -325297.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -325356.156250 Penalty: 4042.488770
	Iteration 7Q: 3 clusters Score -325356.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -325393.562500 Penalty: 4042.488770
	Iteration 8Q: 3 clusters Score -325393.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -325427.875000 Penalty: 4042.488770
	Iteration 9Q: 3 clusters Score -325427.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -325452.343750 Penalty: 4042.488770
	Iteration 10Q: 3 clusters Score -325452.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -325474.156250 Penalty: 4042.488770
	Iteration 11Q: 3 clusters Score -325474.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -325490.687500 Penalty: 4042.488770
	Iteration 12Q: 3 clusters Score -325490.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -325500.625000 Penalty: 4042.488770
	Iteration 13Q: 3 clusters Score -325500.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -325514.312500 Penalty: 4042.488770
	Iteration 14Q: 3 clusters Score -325514.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -325527.031250 Penalty: 4042.488770
	Iteration 15Q: 3 clusters Score -325527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -325539.156250 Penalty: 4042.488770
	Iteration 16Q: 3 clusters Score -325539.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -325553.531250 Penalty: 4042.488770
	Iteration 17Q: 3 clusters Score -325553.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -325560.781250 Penalty: 4042.488770
	Iteration 18Q: 3 clusters Score -325560.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -325565.531250 Penalty: 4042.488770
	Iteration 19Q: 3 clusters Score -325565.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -325570.500000 Penalty: 4042.488770
	Iteration 20F: 3 clusters Score -325570.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -325576.843750 Penalty: 4042.488770
	Iteration 21Q: 3 clusters Score -325576.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -325579.531250 Penalty: 4042.488770
	Iteration 22Q: 3 clusters Score -325579.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -325584.125000 Penalty: 4042.488770
	Iteration 23Q: 3 clusters Score -325584.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -325593.031250 Penalty: 4042.488770
	Iteration 24Q: 3 clusters Score -325593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -325599.593750 Penalty: 4042.488770
	Iteration 25Q: 3 clusters Score -325599.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -325607.656250 Penalty: 4042.488770
	Iteration 26Q: 3 clusters Score -325607.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -325613.343750 Penalty: 4042.488770
	Iteration 27Q: 3 clusters Score -325613.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -325616.437500 Penalty: 4042.488770
	Iteration 28Q: 3 clusters Score -325616.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -325619.625000 Penalty: 4042.488770
	Iteration 29Q: 3 clusters Score -325619.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -325621.375000 Penalty: 4042.488770
	Iteration 30Q: 3 clusters Score -325621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -325622.187500 Penalty: 4042.488770
	Iteration 31Q: 3 clusters Score -325622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -325622.406250 Penalty: 4042.488770
	Iteration 32Q: 3 clusters Score -325622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -325623.437500 Penalty: 4042.488770
	Iteration 33Q: 3 clusters Score -325623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -325624.781250 Penalty: 4042.488770
	Iteration 34Q: 3 clusters Score -325624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -325626.406250 Penalty: 4042.488770
	Iteration 35Q: 3 clusters Score -325626.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -325628.093750 Penalty: 4042.488770
	Iteration 36Q: 3 clusters Score -325628.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -325628.437500 Penalty: 4042.488770
	Iteration 37Q: 3 clusters Score -325628.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -325627.750000 Penalty: 4042.488770
	Iteration 38Q: 3 clusters Score -325627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -325628.250000 Penalty: 4042.488770
	Iteration 39Q: 3 clusters Score -325628.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -325629.343750 Penalty: 4042.488770
	Iteration 40F: 3 clusters Score -325629.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -325629.250000 Penalty: 4042.488770
	Iteration 41Q: 3 clusters Score -325629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -325629.562500 Penalty: 4042.488770
	Iteration 42Q: 3 clusters Score -325629.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -325629.562500 Penalty: 4042.488770
	Iteration 43F: 3 clusters Score -325629.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Entering Unmasked Estep 
Score: -426417.687500 Penalty: 2115.858643
	Iteration 0F: 2 clusters Score -426417.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -422049.625000 Penalty: 4231.717285
	Iteration 0F: 3 clusters Score -422049.6 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -423543.343750 Penalty: 4231.717285
	Iteration 1F: 3 clusters Score -423543.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -423962.062500 Penalty: 4231.717285
	Iteration 2F: 3 clusters Score -423962.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -424263.531250 Penalty: 4231.717285
	Iteration 3F: 3 clusters Score -424263.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -424496.843750 Penalty: 4231.717285
	Iteration 4F: 3 clusters Score -424496.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -424689.406250 Penalty: 4231.717285
	Iteration 5Q: 3 clusters Score -424689.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -424823.375000 Penalty: 4231.717285
	Iteration 6Q: 3 clusters Score -424823.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -424916.500000 Penalty: 4231.717285
	Iteration 7Q: 3 clusters Score -424916.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -424975.593750 Penalty: 4231.717285
	Iteration 8Q: 3 clusters Score -424975.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -425022.343750 Penalty: 4231.717285
	Iteration 9Q: 3 clusters Score -425022.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -425058.187500 Penalty: 4231.717285
	Iteration 10Q: 3 clusters Score -425058.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -425098.125000 Penalty: 4231.717285
	Iteration 11Q: 3 clusters Score -425098.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -425144.250000 Penalty: 4231.717285
	Iteration 12Q: 3 clusters Score -425144.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -425176.281250 Penalty: 4231.717285
	Iteration 13Q: 3 clusters Score -425176.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -425197.718750 Penalty: 4231.717285
	Iteration 14Q: 3 clusters Score -425197.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -425216.406250 Penalty: 4231.717285
	Iteration 15Q: 3 clusters Score -425216.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -425227.218750 Penalty: 4231.717285
	Iteration 16Q: 3 clusters Score -425227.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -425237.375000 Penalty: 4231.717285
	Iteration 17Q: 3 clusters Score -425237.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -425239.000000 Penalty: 4231.717285
	Iteration 18Q: 3 clusters Score -425239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -425242.781250 Penalty: 4231.717285
	Iteration 19Q: 3 clusters Score -425242.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -425246.250000 Penalty: 4231.717285
	Iteration 20F: 3 clusters Score -425246.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -425247.218750 Penalty: 4231.717285
	Iteration 21Q: 3 clusters Score -425247.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -425249.718750 Penalty: 4231.717285
	Iteration 22Q: 3 clusters Score -425249.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -425252.437500 Penalty: 4231.717285
	Iteration 23Q: 3 clusters Score -425252.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -425254.250000 Penalty: 4231.717285
	Iteration 24Q: 3 clusters Score -425254.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -425256.750000 Penalty: 4231.717285
	Iteration 25Q: 3 clusters Score -425256.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -425258.531250 Penalty: 4231.717285
	Iteration 26Q: 3 clusters Score -425258.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -425258.812500 Penalty: 4231.717285
	Iteration 27Q: 3 clusters Score -425258.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -425260.562500 Penalty: 4231.717285
	Iteration 28Q: 3 clusters Score -425260.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -425262.156250 Penalty: 4231.717285
	Iteration 29Q: 3 clusters Score -425262.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -425264.843750 Penalty: 4231.717285
	Iteration 30Q: 3 clusters Score -425264.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -425267.406250 Penalty: 4231.717285
	Iteration 31Q: 3 clusters Score -425267.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -425268.843750 Penalty: 4231.717285
	Iteration 32Q: 3 clusters Score -425268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -425269.718750 Penalty: 4231.717285
	Iteration 33Q: 3 clusters Score -425269.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -425272.562500 Penalty: 4231.717285
	Iteration 34Q: 3 clusters Score -425272.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -425277.312500 Penalty: 4231.717285
	Iteration 35Q: 3 clusters Score -425277.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -425282.187500 Penalty: 4231.717285
	Iteration 36Q: 3 clusters Score -425282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -425281.718750 Penalty: 4231.717285
	Iteration 37Q: 3 clusters Score -425281.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -425282.937500 Penalty: 4231.717285
	Iteration 38Q: 3 clusters Score -425282.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -425282.937500 Penalty: 4231.717285
	Iteration 39F: 3 clusters Score -425282.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Entering Unmasked Estep 
Score: -6227898.000000 Penalty: 2736.208008
	Iteration 0F: 2 clusters Score -6227898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -6186241.500000 Penalty: 5472.416016
	Iteration 0F: 3 clusters Score -6186242 nChanged 28885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -6202229.000000 Penalty: 5472.416016
	Iteration 1F: 3 clusters Score -6202229 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -6202732.500000 Penalty: 5472.416016
	Iteration 2Q: 3 clusters Score -6202732 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -6203273.000000 Penalty: 5472.416016
	Iteration 3Q: 3 clusters Score -6203273 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -6203883.500000 Penalty: 5472.416016
	Iteration 4Q: 3 clusters Score -6203884 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -6204715.500000 Penalty: 5472.416016
	Iteration 5Q: 3 clusters Score -6204716 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -6205879.000000 Penalty: 5472.416016
	Iteration 6Q: 3 clusters Score -6205879 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -6207658.000000 Penalty: 5472.416016
	Iteration 7F: 3 clusters Score -6207658 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -6210177.000000 Penalty: 5472.416016
	Iteration 8F: 3 clusters Score -6210177 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -6213189.500000 Penalty: 5472.416016
	Iteration 9F: 3 clusters Score -6213190 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -6216204.500000 Penalty: 5472.416016
	Iteration 10F: 3 clusters Score -6216204 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -6219053.500000 Penalty: 5472.416016
	Iteration 11F: 3 clusters Score -6219054 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -6221392.500000 Penalty: 5472.416016
	Iteration 12Q: 3 clusters Score -6221392 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -6222925.500000 Penalty: 5472.416016
	Iteration 13Q: 3 clusters Score -6222926 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -6223821.000000 Penalty: 5472.416016
	Iteration 14Q: 3 clusters Score -6223821 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -6224316.500000 Penalty: 5472.416016
	Iteration 15Q: 3 clusters Score -6224316 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -6224676.500000 Penalty: 5472.416016
	Iteration 16Q: 3 clusters Score -6224676 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -6224902.000000 Penalty: 5472.416016
	Iteration 17Q: 3 clusters Score -6224902 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -6225118.500000 Penalty: 5472.416016
	Iteration 18Q: 3 clusters Score -6225118 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -6225258.000000 Penalty: 5472.416016
	Iteration 19Q: 3 clusters Score -6225258 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -6225379.500000 Penalty: 5472.416016
	Iteration 20F: 3 clusters Score -6225380 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -6225486.500000 Penalty: 5472.416016
	Iteration 21Q: 3 clusters Score -6225486 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -6225534.000000 Penalty: 5472.416016
	Iteration 22Q: 3 clusters Score -6225534 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -6225586.500000 Penalty: 5472.416016
	Iteration 23Q: 3 clusters Score -6225586 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -6225635.500000 Penalty: 5472.416016
	Iteration 24Q: 3 clusters Score -6225636 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -6225670.500000 Penalty: 5472.416016
	Iteration 25Q: 3 clusters Score -6225670 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -6225694.000000 Penalty: 5472.416016
	Iteration 26Q: 3 clusters Score -6225694 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -6225718.000000 Penalty: 5472.416016
	Iteration 27Q: 3 clusters Score -6225718 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -6225743.500000 Penalty: 5472.416016
	Iteration 28Q: 3 clusters Score -6225744 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -6225754.500000 Penalty: 5472.416016
	Iteration 29Q: 3 clusters Score -6225754 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -6225793.000000 Penalty: 5472.416016
	Iteration 30Q: 3 clusters Score -6225793 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -6225841.000000 Penalty: 5472.416016
	Iteration 31Q: 3 clusters Score -6225841 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -6225870.500000 Penalty: 5472.416016
	Iteration 32Q: 3 clusters Score -6225870 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -6225884.000000 Penalty: 5472.416016
	Iteration 33Q: 3 clusters Score -6225884 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -6225897.000000 Penalty: 5472.416016
	Iteration 34Q: 3 clusters Score -6225897 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -6225923.500000 Penalty: 5472.416016
	Iteration 35Q: 3 clusters Score -6225924 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -6225932.500000 Penalty: 5472.416016
	Iteration 36Q: 3 clusters Score -6225932 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -6225921.500000 Penalty: 5472.416016
	Iteration 37Q: 3 clusters Score -6225922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -6225947.000000 Penalty: 5472.416016
	Iteration 38Q: 3 clusters Score -6225947 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -6225956.500000 Penalty: 5472.416016
	Iteration 39Q: 3 clusters Score -6225956 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -6225969.000000 Penalty: 5472.416016
	Iteration 40F: 3 clusters Score -6225969 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -6225980.500000 Penalty: 5472.416016
	Iteration 41Q: 3 clusters Score -6225980 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -6225990.500000 Penalty: 5472.416016
	Iteration 42Q: 3 clusters Score -6225990 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -6225989.500000 Penalty: 5472.416016
	Iteration 43Q: 3 clusters Score -6225990 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -6226021.500000 Penalty: 5472.416016
	Iteration 44Q: 3 clusters Score -6226022 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -6226048.500000 Penalty: 5472.416016
	Iteration 45Q: 3 clusters Score -6226048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -6226063.000000 Penalty: 5472.416016
	Iteration 46Q: 3 clusters Score -6226063 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -6226062.000000 Penalty: 5472.416016
	Iteration 47Q: 3 clusters Score -6226062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -6226060.000000 Penalty: 5472.416016
	Iteration 48Q: 3 clusters Score -6226060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -6226070.500000 Penalty: 5472.416016
	Iteration 49Q: 3 clusters Score -6226070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -6226066.500000 Penalty: 5472.416016
	Iteration 50Q: 3 clusters Score -6226066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -6226087.000000 Penalty: 5472.416016
	Iteration 51Q: 3 clusters Score -6226087 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -6226081.500000 Penalty: 5472.416016
	Iteration 52Q: 3 clusters Score -6226082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -6226090.000000 Penalty: 5472.416016
	Iteration 53Q: 3 clusters Score -6226090 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -6226111.000000 Penalty: 5472.416016
	Iteration 54Q: 3 clusters Score -6226111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -6226118.000000 Penalty: 5472.416016
	Iteration 55Q: 3 clusters Score -6226118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -6226101.500000 Penalty: 5472.416016
	Iteration 56Q: 3 clusters Score -6226102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -6226104.500000 Penalty: 5472.416016
	Iteration 57Q: 3 clusters Score -6226104 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -6226115.000000 Penalty: 5472.416016
	Iteration 58Q: 3 clusters Score -6226115 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -6226119.000000 Penalty: 5472.416016
	Iteration 59Q: 3 clusters Score -6226119 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -6226132.000000 Penalty: 5472.416016
	Iteration 60F: 3 clusters Score -6226132 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -6226136.000000 Penalty: 5472.416016
	Iteration 61Q: 3 clusters Score -6226136 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -6226153.000000 Penalty: 5472.416016
	Iteration 62Q: 3 clusters Score -6226153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -6226158.000000 Penalty: 5472.416016
	Iteration 63Q: 3 clusters Score -6226158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -6226170.500000 Penalty: 5472.416016
	Iteration 64Q: 3 clusters Score -6226170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -6226168.000000 Penalty: 5472.416016
	Iteration 65Q: 3 clusters Score -6226168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -6226164.500000 Penalty: 5472.416016
	Iteration 66Q: 3 clusters Score -6226164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -6226154.500000 Penalty: 5472.416016
	Iteration 67Q: 3 clusters Score -6226154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -6226162.500000 Penalty: 5472.416016
	Iteration 68Q: 3 clusters Score -6226162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -6226160.500000 Penalty: 5472.416016
	Iteration 69Q: 3 clusters Score -6226160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -6226171.500000 Penalty: 5472.416016
	Iteration 70Q: 3 clusters Score -6226172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -6226170.500000 Penalty: 5472.416016
	Iteration 71Q: 3 clusters Score -6226170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -6226187.500000 Penalty: 5472.416016
	Iteration 72Q: 3 clusters Score -6226188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -6226190.000000 Penalty: 5472.416016
	Iteration 73Q: 3 clusters Score -6226190 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -6226215.500000 Penalty: 5472.416016
	Iteration 74Q: 3 clusters Score -6226216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -6226233.500000 Penalty: 5472.416016
	Iteration 75Q: 3 clusters Score -6226234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -6226245.500000 Penalty: 5472.416016
	Iteration 76Q: 3 clusters Score -6226246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -6226229.000000 Penalty: 5472.416016
	Iteration 77Q: 3 clusters Score -6226229 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -6226229.500000 Penalty: 5472.416016
	Iteration 78Q: 3 clusters Score -6226230 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -6226224.000000 Penalty: 5472.416016
	Iteration 79Q: 3 clusters Score -6226224 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -6226249.000000 Penalty: 5472.416016
	Iteration 80F: 3 clusters Score -6226249 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -6226233.500000 Penalty: 5472.416016
	Iteration 81Q: 3 clusters Score -6226234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -6226243.500000 Penalty: 5472.416016
	Iteration 82Q: 3 clusters Score -6226244 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -6226265.000000 Penalty: 5472.416016
	Iteration 83Q: 3 clusters Score -6226265 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -6226256.000000 Penalty: 5472.416016
	Iteration 84Q: 3 clusters Score -6226256 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -6226277.500000 Penalty: 5472.416016
	Iteration 85Q: 3 clusters Score -6226278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -6226285.000000 Penalty: 5472.416016
	Iteration 86Q: 3 clusters Score -6226285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -6226295.500000 Penalty: 5472.416016
	Iteration 87Q: 3 clusters Score -6226296 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -6226290.000000 Penalty: 5472.416016
	Iteration 88Q: 3 clusters Score -6226290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -6226315.000000 Penalty: 5472.416016
	Iteration 89Q: 3 clusters Score -6226315 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 57539 members 
Entering Unmasked Estep 
Score: -6226313.000000 Penalty: 5472.416016
	Iteration 90Q: 3 clusters Score -6226313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -6226330.500000 Penalty: 5472.416016
	Iteration 91Q: 3 clusters Score -6226330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 57614 members 
Entering Unmasked Estep 
Score: -6226326.500000 Penalty: 5472.416016
	Iteration 92Q: 3 clusters Score -6226326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -6226341.000000 Penalty: 5472.416016
	Iteration 93Q: 3 clusters Score -6226341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -6226346.500000 Penalty: 5472.416016
	Iteration 94Q: 3 clusters Score -6226346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -6226349.500000 Penalty: 5472.416016
	Iteration 95Q: 3 clusters Score -6226350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -6226345.500000 Penalty: 5472.416016
	Iteration 96Q: 3 clusters Score -6226346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -6226354.500000 Penalty: 5472.416016
	Iteration 97Q: 3 clusters Score -6226354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -6226356.000000 Penalty: 5472.416016
	Iteration 98Q: 3 clusters Score -6226356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -6226357.000000 Penalty: 5472.416016
	Iteration 99Q: 3 clusters Score -6226357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -6226366.500000 Penalty: 5472.416016
	Iteration 100F: 3 clusters Score -6226366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 57824 members 
Entering Unmasked Estep 
Score: -6226368.500000 Penalty: 5472.416016
	Iteration 101Q: 3 clusters Score -6226368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -6226384.000000 Penalty: 5472.416016
	Iteration 102Q: 3 clusters Score -6226384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -6226382.000000 Penalty: 5472.416016
	Iteration 103Q: 3 clusters Score -6226382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -6226375.500000 Penalty: 5472.416016
	Iteration 104Q: 3 clusters Score -6226376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -6226383.500000 Penalty: 5472.416016
	Iteration 105Q: 3 clusters Score -6226384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -6226392.500000 Penalty: 5472.416016
	Iteration 106Q: 3 clusters Score -6226392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -6226383.000000 Penalty: 5472.416016
	Iteration 107Q: 3 clusters Score -6226383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -6226388.500000 Penalty: 5472.416016
	Iteration 108Q: 3 clusters Score -6226388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -6226393.000000 Penalty: 5472.416016
	Iteration 109Q: 3 clusters Score -6226393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -6226389.500000 Penalty: 5472.416016
	Iteration 110Q: 3 clusters Score -6226390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -6226381.500000 Penalty: 5472.416016
	Iteration 111Q: 3 clusters Score -6226382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 57996 members 
Entering Unmasked Estep 
Score: -6226384.500000 Penalty: 5472.416016
	Iteration 112Q: 3 clusters Score -6226384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -6226385.000000 Penalty: 5472.416016
	Iteration 113Q: 3 clusters Score -6226385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -6226391.000000 Penalty: 5472.416016
	Iteration 114Q: 3 clusters Score -6226391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -6226385.000000 Penalty: 5472.416016
	Iteration 115Q: 3 clusters Score -6226385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -6226389.500000 Penalty: 5472.416016
	Iteration 116Q: 3 clusters Score -6226390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -6226391.500000 Penalty: 5472.416016
	Iteration 117Q: 3 clusters Score -6226392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -6226398.000000 Penalty: 5472.416016
	Iteration 118Q: 3 clusters Score -6226398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
Score: -6226390.000000 Penalty: 5472.416016
	Iteration 119Q: 3 clusters Score -6226390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -6226393.500000 Penalty: 5472.416016
	Iteration 120F: 3 clusters Score -6226394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -6226386.000000 Penalty: 5472.416016
	Iteration 121Q: 3 clusters Score -6226386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
Score: -6226394.500000 Penalty: 5472.416016
	Iteration 122Q: 3 clusters Score -6226394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -6226393.000000 Penalty: 5472.416016
	Iteration 123Q: 3 clusters Score -6226393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -6226398.000000 Penalty: 5472.416016
	Iteration 124Q: 3 clusters Score -6226398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -6226388.500000 Penalty: 5472.416016
	Iteration 125Q: 3 clusters Score -6226388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -6226399.000000 Penalty: 5472.416016
	Iteration 126Q: 3 clusters Score -6226399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -6226404.000000 Penalty: 5472.416016
	Iteration 127Q: 3 clusters Score -6226404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -6226402.500000 Penalty: 5472.416016
	Iteration 128Q: 3 clusters Score -6226402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -6226405.000000 Penalty: 5472.416016
	Iteration 129Q: 3 clusters Score -6226405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -6226405.000000 Penalty: 5472.416016
	Iteration 130F: 3 clusters Score -6226405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -162757.109375 Penalty: 1845.010742
	Iteration 0F: 2 clusters Score -162757.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -160332.453125 Penalty: 3690.021484
	Iteration 0F: 3 clusters Score -160332.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -160759.718750 Penalty: 3690.021484
	Iteration 1F: 3 clusters Score -160759.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -160871.250000 Penalty: 3690.021484
	Iteration 2F: 3 clusters Score -160871.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -160939.609375 Penalty: 3690.021484
	Iteration 3Q: 3 clusters Score -160939.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -160999.656250 Penalty: 3690.021484
	Iteration 4Q: 3 clusters Score -160999.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -161045.562500 Penalty: 3690.021484
	Iteration 5Q: 3 clusters Score -161045.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -161095.343750 Penalty: 3690.021484
	Iteration 6Q: 3 clusters Score -161095.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -161147.359375 Penalty: 3690.021484
	Iteration 7Q: 3 clusters Score -161147.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -161180.218750 Penalty: 3690.021484
	Iteration 8Q: 3 clusters Score -161180.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -161204.703125 Penalty: 3690.021484
	Iteration 9Q: 3 clusters Score -161204.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -161234.046875 Penalty: 3690.021484
	Iteration 10Q: 3 clusters Score -161234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -161272.375000 Penalty: 3690.021484
	Iteration 11Q: 3 clusters Score -161272.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -161312.234375 Penalty: 3690.021484
	Iteration 12Q: 3 clusters Score -161312.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -161356.015625 Penalty: 3690.021484
	Iteration 13Q: 3 clusters Score -161356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -161416.015625 Penalty: 3690.021484
	Iteration 14Q: 3 clusters Score -161416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -161481.796875 Penalty: 3690.021484
	Iteration 15Q: 3 clusters Score -161481.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -161533.046875 Penalty: 3690.021484
	Iteration 16Q: 3 clusters Score -161533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -161566.750000 Penalty: 3690.021484
	Iteration 17Q: 3 clusters Score -161566.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -161595.765625 Penalty: 3690.021484
	Iteration 18Q: 3 clusters Score -161595.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -161609.265625 Penalty: 3690.021484
	Iteration 19Q: 3 clusters Score -161609.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -161617.312500 Penalty: 3690.021484
	Iteration 20F: 3 clusters Score -161617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -161621.281250 Penalty: 3690.021484
	Iteration 21Q: 3 clusters Score -161621.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -161628.531250 Penalty: 3690.021484
	Iteration 22Q: 3 clusters Score -161628.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -161631.968750 Penalty: 3690.021484
	Iteration 23Q: 3 clusters Score -161632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -161634.484375 Penalty: 3690.021484
	Iteration 24Q: 3 clusters Score -161634.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -161636.828125 Penalty: 3690.021484
	Iteration 25Q: 3 clusters Score -161636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -161637.406250 Penalty: 3690.021484
	Iteration 26Q: 3 clusters Score -161637.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -161637.406250 Penalty: 3690.021484
	Iteration 27F: 3 clusters Score -161637.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Entering Unmasked Estep 
Score: -3477217.000000 Penalty: 2599.392334
	Iteration 0F: 2 clusters Score -3477217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3452907.250000 Penalty: 5198.784668
	Iteration 0F: 3 clusters Score -3452907 nChanged 16200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3461966.500000 Penalty: 5198.784668
	Iteration 1F: 3 clusters Score -3461966 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -3462702.250000 Penalty: 5198.784668
	Iteration 2F: 3 clusters Score -3462702 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -3463571.000000 Penalty: 5198.784668
	Iteration 3F: 3 clusters Score -3463571 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3464652.250000 Penalty: 5198.784668
	Iteration 4F: 3 clusters Score -3464652 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3466040.500000 Penalty: 5198.784668
	Iteration 5F: 3 clusters Score -3466040 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3467441.500000 Penalty: 5198.784668
	Iteration 6F: 3 clusters Score -3467442 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3468813.000000 Penalty: 5198.784668
	Iteration 7F: 3 clusters Score -3468813 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -3470061.000000 Penalty: 5198.784668
	Iteration 8F: 3 clusters Score -3470061 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3471244.500000 Penalty: 5198.784668
	Iteration 9Q: 3 clusters Score -3471244 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -3472313.000000 Penalty: 5198.784668
	Iteration 10Q: 3 clusters Score -3472313 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -3473302.250000 Penalty: 5198.784668
	Iteration 11Q: 3 clusters Score -3473302 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -3474163.000000 Penalty: 5198.784668
	Iteration 12Q: 3 clusters Score -3474163 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -3474693.000000 Penalty: 5198.784668
	Iteration 13Q: 3 clusters Score -3474693 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -3475039.250000 Penalty: 5198.784668
	Iteration 14Q: 3 clusters Score -3475039 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -3475235.750000 Penalty: 5198.784668
	Iteration 15Q: 3 clusters Score -3475236 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -3475360.500000 Penalty: 5198.784668
	Iteration 16Q: 3 clusters Score -3475360 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -3475497.500000 Penalty: 5198.784668
	Iteration 17Q: 3 clusters Score -3475498 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -3475834.000000 Penalty: 5198.784668
	Iteration 18Q: 3 clusters Score -3475834 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -3476321.250000 Penalty: 5198.784668
	Iteration 19Q: 3 clusters Score -3476321 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -3476522.250000 Penalty: 5198.784668
	Iteration 20F: 3 clusters Score -3476522 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -3476596.250000 Penalty: 5198.784668
	Iteration 21Q: 3 clusters Score -3476596 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -3476635.500000 Penalty: 5198.784668
	Iteration 22Q: 3 clusters Score -3476636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -3476645.250000 Penalty: 5198.784668
	Iteration 23Q: 3 clusters Score -3476645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -3476662.750000 Penalty: 5198.784668
	Iteration 24Q: 3 clusters Score -3476663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -3476676.750000 Penalty: 5198.784668
	Iteration 25Q: 3 clusters Score -3476677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -3476669.500000 Penalty: 5198.784668
	Iteration 26Q: 3 clusters Score -3476670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -3476666.500000 Penalty: 5198.784668
	Iteration 27Q: 3 clusters Score -3476666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -3476675.250000 Penalty: 5198.784668
	Iteration 28Q: 3 clusters Score -3476675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -3476673.000000 Penalty: 5198.784668
	Iteration 29Q: 3 clusters Score -3476673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -3476671.000000 Penalty: 5198.784668
	Iteration 30Q: 3 clusters Score -3476671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -3476673.750000 Penalty: 5198.784668
	Iteration 31Q: 3 clusters Score -3476674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -3476674.250000 Penalty: 5198.784668
	Iteration 32Q: 3 clusters Score -3476674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -3476672.500000 Penalty: 5198.784668
	Iteration 33Q: 3 clusters Score -3476672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -3476670.000000 Penalty: 5198.784668
	Iteration 34Q: 3 clusters Score -3476670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -3476670.000000 Penalty: 5198.784668
	Iteration 35Q: 3 clusters Score -3476670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -3476679.750000 Penalty: 5198.784668
	Iteration 36Q: 3 clusters Score -3476680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -3476683.000000 Penalty: 5198.784668
	Iteration 37Q: 3 clusters Score -3476683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -3476680.250000 Penalty: 5198.784668
	Iteration 38Q: 3 clusters Score -3476680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -3476679.750000 Penalty: 5198.784668
	Iteration 39Q: 3 clusters Score -3476680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -3476680.250000 Penalty: 5198.784668
	Iteration 40F: 3 clusters Score -3476680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -3476680.250000 Penalty: 5198.784668
	Iteration 41Q: 3 clusters Score -3476680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -3476686.500000 Penalty: 5198.784668
	Iteration 42Q: 3 clusters Score -3476686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -3476687.750000 Penalty: 5198.784668
	Iteration 43Q: 3 clusters Score -3476688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -3476687.000000 Penalty: 5198.784668
	Iteration 44Q: 3 clusters Score -3476687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -3476686.750000 Penalty: 5198.784668
	Iteration 45Q: 3 clusters Score -3476687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -3476686.750000 Penalty: 5198.784668
	Iteration 46F: 3 clusters Score -3476687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Entering Unmasked Estep 
Score: -1677021.000000 Penalty: 2406.061279
	Iteration 0F: 2 clusters Score -1677021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1665305.625000 Penalty: 4812.122559
	Iteration 0F: 3 clusters Score -1665306 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1669021.250000 Penalty: 4812.122559
	Iteration 1F: 3 clusters Score -1669021 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1669368.000000 Penalty: 4812.122559
	Iteration 2F: 3 clusters Score -1669368 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1669657.500000 Penalty: 4812.122559
	Iteration 3Q: 3 clusters Score -1669658 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1669913.250000 Penalty: 4812.122559
	Iteration 4Q: 3 clusters Score -1669913 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1670186.000000 Penalty: 4812.122559
	Iteration 5Q: 3 clusters Score -1670186 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1670459.875000 Penalty: 4812.122559
	Iteration 6Q: 3 clusters Score -1670460 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1670756.625000 Penalty: 4812.122559
	Iteration 7Q: 3 clusters Score -1670757 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1671114.375000 Penalty: 4812.122559
	Iteration 8Q: 3 clusters Score -1671114 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1671547.375000 Penalty: 4812.122559
	Iteration 9Q: 3 clusters Score -1671547 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1672075.500000 Penalty: 4812.122559
	Iteration 10Q: 3 clusters Score -1672076 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1672710.625000 Penalty: 4812.122559
	Iteration 11Q: 3 clusters Score -1672711 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1673358.750000 Penalty: 4812.122559
	Iteration 12Q: 3 clusters Score -1673359 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1673850.500000 Penalty: 4812.122559
	Iteration 13Q: 3 clusters Score -1673850 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1674149.750000 Penalty: 4812.122559
	Iteration 14Q: 3 clusters Score -1674150 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1674339.500000 Penalty: 4812.122559
	Iteration 15Q: 3 clusters Score -1674340 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1674483.875000 Penalty: 4812.122559
	Iteration 16Q: 3 clusters Score -1674484 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1674571.500000 Penalty: 4812.122559
	Iteration 17Q: 3 clusters Score -1674572 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1674627.500000 Penalty: 4812.122559
	Iteration 18Q: 3 clusters Score -1674628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1674660.875000 Penalty: 4812.122559
	Iteration 19Q: 3 clusters Score -1674661 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1674679.625000 Penalty: 4812.122559
	Iteration 20F: 3 clusters Score -1674680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1674698.000000 Penalty: 4812.122559
	Iteration 21Q: 3 clusters Score -1674698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1674704.125000 Penalty: 4812.122559
	Iteration 22Q: 3 clusters Score -1674704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1674712.625000 Penalty: 4812.122559
	Iteration 23Q: 3 clusters Score -1674713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1674727.125000 Penalty: 4812.122559
	Iteration 24Q: 3 clusters Score -1674727 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1674744.500000 Penalty: 4812.122559
	Iteration 25Q: 3 clusters Score -1674744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1674755.125000 Penalty: 4812.122559
	Iteration 26Q: 3 clusters Score -1674755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1674760.000000 Penalty: 4812.122559
	Iteration 27Q: 3 clusters Score -1674760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1674778.625000 Penalty: 4812.122559
	Iteration 28Q: 3 clusters Score -1674779 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1674792.250000 Penalty: 4812.122559
	Iteration 29Q: 3 clusters Score -1674792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1674807.625000 Penalty: 4812.122559
	Iteration 30Q: 3 clusters Score -1674808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1674826.250000 Penalty: 4812.122559
	Iteration 31Q: 3 clusters Score -1674826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1674836.125000 Penalty: 4812.122559
	Iteration 32Q: 3 clusters Score -1674836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1674851.500000 Penalty: 4812.122559
	Iteration 33Q: 3 clusters Score -1674852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1674864.125000 Penalty: 4812.122559
	Iteration 34Q: 3 clusters Score -1674864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1674885.875000 Penalty: 4812.122559
	Iteration 35Q: 3 clusters Score -1674886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1674906.125000 Penalty: 4812.122559
	Iteration 36Q: 3 clusters Score -1674906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1674914.375000 Penalty: 4812.122559
	Iteration 37Q: 3 clusters Score -1674914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1674924.000000 Penalty: 4812.122559
	Iteration 38Q: 3 clusters Score -1674924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1674933.750000 Penalty: 4812.122559
	Iteration 39Q: 3 clusters Score -1674934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1674939.750000 Penalty: 4812.122559
	Iteration 40F: 3 clusters Score -1674940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1674950.500000 Penalty: 4812.122559
	Iteration 41Q: 3 clusters Score -1674950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1674959.625000 Penalty: 4812.122559
	Iteration 42Q: 3 clusters Score -1674960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1674963.375000 Penalty: 4812.122559
	Iteration 43Q: 3 clusters Score -1674963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1674968.250000 Penalty: 4812.122559
	Iteration 44Q: 3 clusters Score -1674968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1674971.125000 Penalty: 4812.122559
	Iteration 45Q: 3 clusters Score -1674971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1674974.125000 Penalty: 4812.122559
	Iteration 46Q: 3 clusters Score -1674974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1674976.375000 Penalty: 4812.122559
	Iteration 47Q: 3 clusters Score -1674976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1674977.875000 Penalty: 4812.122559
	Iteration 48Q: 3 clusters Score -1674978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1674973.875000 Penalty: 4812.122559
	Iteration 49Q: 3 clusters Score -1674974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1674973.875000 Penalty: 4812.122559
	Iteration 50F: 3 clusters Score -1674974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Entering Unmasked Estep 
Score: -3329229.250000 Penalty: 2604.440186
	Iteration 0F: 2 clusters Score -3329229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3304490.500000 Penalty: 5208.880371
	Iteration 0F: 3 clusters Score -3304490 nChanged 16560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3313718.000000 Penalty: 5208.880371
	Iteration 1F: 3 clusters Score -3313718 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3314647.000000 Penalty: 5208.880371
	Iteration 2F: 3 clusters Score -3314647 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3315849.750000 Penalty: 5208.880371
	Iteration 3F: 3 clusters Score -3315850 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3317432.000000 Penalty: 5208.880371
	Iteration 4F: 3 clusters Score -3317432 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3319339.250000 Penalty: 5208.880371
	Iteration 5F: 3 clusters Score -3319339 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -3321503.750000 Penalty: 5208.880371
	Iteration 6F: 3 clusters Score -3321504 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3323566.750000 Penalty: 5208.880371
	Iteration 7F: 3 clusters Score -3323567 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3325049.000000 Penalty: 5208.880371
	Iteration 8Q: 3 clusters Score -3325049 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3326037.000000 Penalty: 5208.880371
	Iteration 9Q: 3 clusters Score -3326037 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3326605.250000 Penalty: 5208.880371
	Iteration 10Q: 3 clusters Score -3326605 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3326890.500000 Penalty: 5208.880371
	Iteration 11Q: 3 clusters Score -3326890 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3327057.250000 Penalty: 5208.880371
	Iteration 12Q: 3 clusters Score -3327057 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3327140.000000 Penalty: 5208.880371
	Iteration 13Q: 3 clusters Score -3327140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3327183.250000 Penalty: 5208.880371
	Iteration 14Q: 3 clusters Score -3327183 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3327224.500000 Penalty: 5208.880371
	Iteration 15Q: 3 clusters Score -3327224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3327252.750000 Penalty: 5208.880371
	Iteration 16Q: 3 clusters Score -3327253 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3327273.250000 Penalty: 5208.880371
	Iteration 17Q: 3 clusters Score -3327273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3327295.250000 Penalty: 5208.880371
	Iteration 18Q: 3 clusters Score -3327295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3327305.750000 Penalty: 5208.880371
	Iteration 19Q: 3 clusters Score -3327306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3327310.500000 Penalty: 5208.880371
	Iteration 20F: 3 clusters Score -3327310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3327317.250000 Penalty: 5208.880371
	Iteration 21Q: 3 clusters Score -3327317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3327319.750000 Penalty: 5208.880371
	Iteration 22Q: 3 clusters Score -3327320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3327322.500000 Penalty: 5208.880371
	Iteration 23Q: 3 clusters Score -3327322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3327336.750000 Penalty: 5208.880371
	Iteration 24Q: 3 clusters Score -3327337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3327348.000000 Penalty: 5208.880371
	Iteration 25Q: 3 clusters Score -3327348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3327358.250000 Penalty: 5208.880371
	Iteration 26Q: 3 clusters Score -3327358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3327358.500000 Penalty: 5208.880371
	Iteration 27Q: 3 clusters Score -3327358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3327364.500000 Penalty: 5208.880371
	Iteration 28Q: 3 clusters Score -3327364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3327366.000000 Penalty: 5208.880371
	Iteration 29Q: 3 clusters Score -3327366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3327366.000000 Penalty: 5208.880371
	Iteration 30Q: 3 clusters Score -3327366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3327367.750000 Penalty: 5208.880371
	Iteration 31Q: 3 clusters Score -3327368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3327367.250000 Penalty: 5208.880371
	Iteration 32Q: 3 clusters Score -3327367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3327369.000000 Penalty: 5208.880371
	Iteration 33Q: 3 clusters Score -3327369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3327369.000000 Penalty: 5208.880371
	Iteration 34F: 3 clusters Score -3327369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Entering Unmasked Estep 
Score: -574194.437500 Penalty: 2182.353516
	Iteration 0F: 2 clusters Score -574194.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -568693.250000 Penalty: 4364.707031
	Iteration 0F: 3 clusters Score -568693.2 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -570318.125000 Penalty: 4364.707031
	Iteration 1F: 3 clusters Score -570318.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -570707.187500 Penalty: 4364.707031
	Iteration 2F: 3 clusters Score -570707.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -570994.875000 Penalty: 4364.707031
	Iteration 3F: 3 clusters Score -570994.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -571270.687500 Penalty: 4364.707031
	Iteration 4F: 3 clusters Score -571270.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -571549.500000 Penalty: 4364.707031
	Iteration 5Q: 3 clusters Score -571549.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -571776.687500 Penalty: 4364.707031
	Iteration 6Q: 3 clusters Score -571776.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -571966.250000 Penalty: 4364.707031
	Iteration 7Q: 3 clusters Score -571966.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -572123.687500 Penalty: 4364.707031
	Iteration 8Q: 3 clusters Score -572123.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -572257.187500 Penalty: 4364.707031
	Iteration 9Q: 3 clusters Score -572257.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -572387.687500 Penalty: 4364.707031
	Iteration 10Q: 3 clusters Score -572387.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -572524.187500 Penalty: 4364.707031
	Iteration 11Q: 3 clusters Score -572524.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -572650.687500 Penalty: 4364.707031
	Iteration 12Q: 3 clusters Score -572650.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -572773.625000 Penalty: 4364.707031
	Iteration 13Q: 3 clusters Score -572773.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -572884.375000 Penalty: 4364.707031
	Iteration 14Q: 3 clusters Score -572884.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -572973.125000 Penalty: 4364.707031
	Iteration 15Q: 3 clusters Score -572973.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -573072.750000 Penalty: 4364.707031
	Iteration 16Q: 3 clusters Score -573072.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -573156.437500 Penalty: 4364.707031
	Iteration 17Q: 3 clusters Score -573156.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -573218.375000 Penalty: 4364.707031
	Iteration 18Q: 3 clusters Score -573218.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -573277.062500 Penalty: 4364.707031
	Iteration 19Q: 3 clusters Score -573277.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -573313.000000 Penalty: 4364.707031
	Iteration 20F: 3 clusters Score -573313 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -573344.312500 Penalty: 4364.707031
	Iteration 21Q: 3 clusters Score -573344.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -573375.062500 Penalty: 4364.707031
	Iteration 22Q: 3 clusters Score -573375.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -573400.187500 Penalty: 4364.707031
	Iteration 23Q: 3 clusters Score -573400.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -573418.375000 Penalty: 4364.707031
	Iteration 24Q: 3 clusters Score -573418.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -573434.375000 Penalty: 4364.707031
	Iteration 25Q: 3 clusters Score -573434.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -573448.437500 Penalty: 4364.707031
	Iteration 26Q: 3 clusters Score -573448.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -573468.312500 Penalty: 4364.707031
	Iteration 27Q: 3 clusters Score -573468.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -573489.000000 Penalty: 4364.707031
	Iteration 28Q: 3 clusters Score -573489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -573510.625000 Penalty: 4364.707031
	Iteration 29Q: 3 clusters Score -573510.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -573529.937500 Penalty: 4364.707031
	Iteration 30Q: 3 clusters Score -573529.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -573541.500000 Penalty: 4364.707031
	Iteration 31Q: 3 clusters Score -573541.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -573557.562500 Penalty: 4364.707031
	Iteration 32Q: 3 clusters Score -573557.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -573579.125000 Penalty: 4364.707031
	Iteration 33Q: 3 clusters Score -573579.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -573597.625000 Penalty: 4364.707031
	Iteration 34Q: 3 clusters Score -573597.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -573608.500000 Penalty: 4364.707031
	Iteration 35Q: 3 clusters Score -573608.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -573618.000000 Penalty: 4364.707031
	Iteration 36Q: 3 clusters Score -573618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -573628.875000 Penalty: 4364.707031
	Iteration 37Q: 3 clusters Score -573628.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -573633.812500 Penalty: 4364.707031
	Iteration 38Q: 3 clusters Score -573633.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -573638.562500 Penalty: 4364.707031
	Iteration 39Q: 3 clusters Score -573638.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -573640.000000 Penalty: 4364.707031
	Iteration 40F: 3 clusters Score -573640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -573644.875000 Penalty: 4364.707031
	Iteration 41Q: 3 clusters Score -573644.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -573648.500000 Penalty: 4364.707031
	Iteration 42Q: 3 clusters Score -573648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -573652.437500 Penalty: 4364.707031
	Iteration 43Q: 3 clusters Score -573652.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -573657.812500 Penalty: 4364.707031
	Iteration 44Q: 3 clusters Score -573657.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -573665.812500 Penalty: 4364.707031
	Iteration 45Q: 3 clusters Score -573665.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -573672.250000 Penalty: 4364.707031
	Iteration 46Q: 3 clusters Score -573672.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -573676.375000 Penalty: 4364.707031
	Iteration 47Q: 3 clusters Score -573676.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -573683.875000 Penalty: 4364.707031
	Iteration 48Q: 3 clusters Score -573683.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -573686.125000 Penalty: 4364.707031
	Iteration 49Q: 3 clusters Score -573686.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -573691.062500 Penalty: 4364.707031
	Iteration 50Q: 3 clusters Score -573691.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -573692.812500 Penalty: 4364.707031
	Iteration 51Q: 3 clusters Score -573692.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -573700.500000 Penalty: 4364.707031
	Iteration 52Q: 3 clusters Score -573700.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -573706.125000 Penalty: 4364.707031
	Iteration 53Q: 3 clusters Score -573706.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -573713.250000 Penalty: 4364.707031
	Iteration 54Q: 3 clusters Score -573713.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -573721.687500 Penalty: 4364.707031
	Iteration 55Q: 3 clusters Score -573721.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -573728.687500 Penalty: 4364.707031
	Iteration 56Q: 3 clusters Score -573728.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -573735.937500 Penalty: 4364.707031
	Iteration 57Q: 3 clusters Score -573735.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -573741.437500 Penalty: 4364.707031
	Iteration 58Q: 3 clusters Score -573741.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -573749.562500 Penalty: 4364.707031
	Iteration 59Q: 3 clusters Score -573749.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -573763.187500 Penalty: 4364.707031
	Iteration 60F: 3 clusters Score -573763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -573772.187500 Penalty: 4364.707031
	Iteration 61Q: 3 clusters Score -573772.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -573783.812500 Penalty: 4364.707031
	Iteration 62Q: 3 clusters Score -573783.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -573806.062500 Penalty: 4364.707031
	Iteration 63Q: 3 clusters Score -573806.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -573821.687500 Penalty: 4364.707031
	Iteration 64Q: 3 clusters Score -573821.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -573829.625000 Penalty: 4364.707031
	Iteration 65Q: 3 clusters Score -573829.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -573836.750000 Penalty: 4364.707031
	Iteration 66Q: 3 clusters Score -573836.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -573838.250000 Penalty: 4364.707031
	Iteration 67Q: 3 clusters Score -573838.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -573840.062500 Penalty: 4364.707031
	Iteration 68Q: 3 clusters Score -573840.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -573842.937500 Penalty: 4364.707031
	Iteration 69Q: 3 clusters Score -573842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -573842.750000 Penalty: 4364.707031
	Iteration 70Q: 3 clusters Score -573842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -573844.312500 Penalty: 4364.707031
	Iteration 71Q: 3 clusters Score -573844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -573847.562500 Penalty: 4364.707031
	Iteration 72Q: 3 clusters Score -573847.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -573849.500000 Penalty: 4364.707031
	Iteration 73Q: 3 clusters Score -573849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -573849.562500 Penalty: 4364.707031
	Iteration 74Q: 3 clusters Score -573849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -573850.625000 Penalty: 4364.707031
	Iteration 75Q: 3 clusters Score -573850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -573850.875000 Penalty: 4364.707031
	Iteration 76Q: 3 clusters Score -573850.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -573851.625000 Penalty: 4364.707031
	Iteration 77Q: 3 clusters Score -573851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -573852.500000 Penalty: 4364.707031
	Iteration 78Q: 3 clusters Score -573852.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -573854.062500 Penalty: 4364.707031
	Iteration 79Q: 3 clusters Score -573854.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -573855.250000 Penalty: 4364.707031
	Iteration 80F: 3 clusters Score -573855.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1716376.500000 Penalty: 2424.714355
	Iteration 0F: 2 clusters Score -1716376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1703878.250000 Penalty: 4849.428711
	Iteration 0F: 3 clusters Score -1703878 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1708330.250000 Penalty: 4849.428711
	Iteration 1F: 3 clusters Score -1708330 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1708948.250000 Penalty: 4849.428711
	Iteration 2F: 3 clusters Score -1708948 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1709735.125000 Penalty: 4849.428711
	Iteration 3F: 3 clusters Score -1709735 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1710642.000000 Penalty: 4849.428711
	Iteration 4F: 3 clusters Score -1710642 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1711508.500000 Penalty: 4849.428711
	Iteration 5F: 3 clusters Score -1711508 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1712197.125000 Penalty: 4849.428711
	Iteration 6F: 3 clusters Score -1712197 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1712694.000000 Penalty: 4849.428711
	Iteration 7Q: 3 clusters Score -1712694 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1713014.500000 Penalty: 4849.428711
	Iteration 8Q: 3 clusters Score -1713014 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1713241.375000 Penalty: 4849.428711
	Iteration 9Q: 3 clusters Score -1713241 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1713405.750000 Penalty: 4849.428711
	Iteration 10Q: 3 clusters Score -1713406 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1713546.000000 Penalty: 4849.428711
	Iteration 11Q: 3 clusters Score -1713546 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1713654.750000 Penalty: 4849.428711
	Iteration 12Q: 3 clusters Score -1713655 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1713745.000000 Penalty: 4849.428711
	Iteration 13Q: 3 clusters Score -1713745 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1713823.375000 Penalty: 4849.428711
	Iteration 14Q: 3 clusters Score -1713823 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1713902.125000 Penalty: 4849.428711
	Iteration 15Q: 3 clusters Score -1713902 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1713970.500000 Penalty: 4849.428711
	Iteration 16Q: 3 clusters Score -1713970 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1714042.625000 Penalty: 4849.428711
	Iteration 17Q: 3 clusters Score -1714043 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1714111.625000 Penalty: 4849.428711
	Iteration 18Q: 3 clusters Score -1714112 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1714167.625000 Penalty: 4849.428711
	Iteration 19Q: 3 clusters Score -1714168 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1714217.250000 Penalty: 4849.428711
	Iteration 20F: 3 clusters Score -1714217 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1714265.500000 Penalty: 4849.428711
	Iteration 21Q: 3 clusters Score -1714266 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1714300.375000 Penalty: 4849.428711
	Iteration 22Q: 3 clusters Score -1714300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1714335.500000 Penalty: 4849.428711
	Iteration 23Q: 3 clusters Score -1714336 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1714376.500000 Penalty: 4849.428711
	Iteration 24Q: 3 clusters Score -1714376 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1714431.250000 Penalty: 4849.428711
	Iteration 25Q: 3 clusters Score -1714431 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1714476.250000 Penalty: 4849.428711
	Iteration 26Q: 3 clusters Score -1714476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1714506.750000 Penalty: 4849.428711
	Iteration 27Q: 3 clusters Score -1714507 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1714535.125000 Penalty: 4849.428711
	Iteration 28Q: 3 clusters Score -1714535 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1714568.500000 Penalty: 4849.428711
	Iteration 29Q: 3 clusters Score -1714568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1714592.250000 Penalty: 4849.428711
	Iteration 30Q: 3 clusters Score -1714592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1714620.625000 Penalty: 4849.428711
	Iteration 31Q: 3 clusters Score -1714621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1714643.875000 Penalty: 4849.428711
	Iteration 32Q: 3 clusters Score -1714644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1714651.125000 Penalty: 4849.428711
	Iteration 33Q: 3 clusters Score -1714651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1714661.000000 Penalty: 4849.428711
	Iteration 34Q: 3 clusters Score -1714661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1714668.875000 Penalty: 4849.428711
	Iteration 35Q: 3 clusters Score -1714669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1714675.375000 Penalty: 4849.428711
	Iteration 36Q: 3 clusters Score -1714675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1714678.500000 Penalty: 4849.428711
	Iteration 37Q: 3 clusters Score -1714678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1714681.000000 Penalty: 4849.428711
	Iteration 38Q: 3 clusters Score -1714681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1714687.750000 Penalty: 4849.428711
	Iteration 39Q: 3 clusters Score -1714688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1714690.000000 Penalty: 4849.428711
	Iteration 40F: 3 clusters Score -1714690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1714703.875000 Penalty: 4849.428711
	Iteration 41Q: 3 clusters Score -1714704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1714718.250000 Penalty: 4849.428711
	Iteration 42Q: 3 clusters Score -1714718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1714730.375000 Penalty: 4849.428711
	Iteration 43Q: 3 clusters Score -1714730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1714751.375000 Penalty: 4849.428711
	Iteration 44Q: 3 clusters Score -1714751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1714772.750000 Penalty: 4849.428711
	Iteration 45Q: 3 clusters Score -1714773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1714789.125000 Penalty: 4849.428711
	Iteration 46Q: 3 clusters Score -1714789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1714795.125000 Penalty: 4849.428711
	Iteration 47Q: 3 clusters Score -1714795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1714800.500000 Penalty: 4849.428711
	Iteration 48Q: 3 clusters Score -1714800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1714800.000000 Penalty: 4849.428711
	Iteration 49Q: 3 clusters Score -1714800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1714808.125000 Penalty: 4849.428711
	Iteration 50Q: 3 clusters Score -1714808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1714813.250000 Penalty: 4849.428711
	Iteration 51Q: 3 clusters Score -1714813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1714809.625000 Penalty: 4849.428711
	Iteration 52Q: 3 clusters Score -1714810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1714812.250000 Penalty: 4849.428711
	Iteration 53Q: 3 clusters Score -1714812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1714812.250000 Penalty: 4849.428711
	Iteration 54Q: 3 clusters Score -1714812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1714810.250000 Penalty: 4849.428711
	Iteration 55Q: 3 clusters Score -1714810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1714814.750000 Penalty: 4849.428711
	Iteration 56Q: 3 clusters Score -1714815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1714816.750000 Penalty: 4849.428711
	Iteration 57Q: 3 clusters Score -1714817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1714816.750000 Penalty: 4849.428711
	Iteration 58F: 3 clusters Score -1714817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (165087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165087 members 
Entering Unmasked Estep 
Score: -16728388.000000 Penalty: 2979.528564
	Iteration 0F: 2 clusters Score -1.672839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -16617546.000000 Penalty: 5959.057129
	Iteration 0F: 3 clusters Score -1.661755e+07 nChanged 78977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82869 members 
Mstep: Class 2 contains 82218 members 
Entering Unmasked Estep 
Score: -16663016.000000 Penalty: 5959.057129
	Iteration 1F: 3 clusters Score -1.666302e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 82066 members 
Entering Unmasked Estep 
Score: -16663871.000000 Penalty: 5959.057129
	Iteration 2Q: 3 clusters Score -1.666387e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -16664958.000000 Penalty: 5959.057129
	Iteration 3Q: 3 clusters Score -1.666496e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83431 members 
Mstep: Class 2 contains 81656 members 
Entering Unmasked Estep 
Score: -16666196.000000 Penalty: 5959.057129
	Iteration 4Q: 3 clusters Score -1.66662e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83669 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -16667808.000000 Penalty: 5959.057129
	Iteration 5Q: 3 clusters Score -1.666781e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -16670148.000000 Penalty: 5959.057129
	Iteration 6Q: 3 clusters Score -1.667015e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 81050 members 
Entering Unmasked Estep 
Score: -16673283.000000 Penalty: 5959.057129
	Iteration 7Q: 3 clusters Score -1.667328e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -16677883.000000 Penalty: 5959.057129
	Iteration 8F: 3 clusters Score -1.667788e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84286 members 
Mstep: Class 2 contains 80801 members 
Entering Unmasked Estep 
Score: -16683724.000000 Penalty: 5959.057129
	Iteration 9F: 3 clusters Score -1.668372e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -16689766.000000 Penalty: 5959.057129
	Iteration 10F: 3 clusters Score -1.668977e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 81023 members 
Entering Unmasked Estep 
Score: -16694932.000000 Penalty: 5959.057129
	Iteration 11F: 3 clusters Score -1.669493e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83714 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -16699067.000000 Penalty: 5959.057129
	Iteration 12Q: 3 clusters Score -1.669907e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83253 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -16700973.000000 Penalty: 5959.057129
	Iteration 13Q: 3 clusters Score -1.670097e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -16701983.000000 Penalty: 5959.057129
	Iteration 14Q: 3 clusters Score -1.670198e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81915 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -16702615.000000 Penalty: 5959.057129
	Iteration 15Q: 3 clusters Score -1.670262e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 84031 members 
Entering Unmasked Estep 
Score: -16703073.000000 Penalty: 5959.057129
	Iteration 16Q: 3 clusters Score -1.670307e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80189 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -16703585.000000 Penalty: 5959.057129
	Iteration 17Q: 3 clusters Score -1.670358e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 85832 members 
Entering Unmasked Estep 
Score: -16704033.000000 Penalty: 5959.057129
	Iteration 18Q: 3 clusters Score -1.670403e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 86826 members 
Entering Unmasked Estep 
Score: -16704461.000000 Penalty: 5959.057129
	Iteration 19Q: 3 clusters Score -1.670446e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 87895 members 
Entering Unmasked Estep 
Score: -16704958.000000 Penalty: 5959.057129
	Iteration 20F: 3 clusters Score -1.670496e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 89062 members 
Entering Unmasked Estep 
Score: -16705505.000000 Penalty: 5959.057129
	Iteration 21Q: 3 clusters Score -1.67055e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 90334 members 
Entering Unmasked Estep 
Score: -16706093.000000 Penalty: 5959.057129
	Iteration 22Q: 3 clusters Score -1.670609e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -16706594.000000 Penalty: 5959.057129
	Iteration 23Q: 3 clusters Score -1.670659e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 93108 members 
Entering Unmasked Estep 
Score: -16707045.000000 Penalty: 5959.057129
	Iteration 24Q: 3 clusters Score -1.670704e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -16707553.000000 Penalty: 5959.057129
	Iteration 25Q: 3 clusters Score -1.670755e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68888 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -16708203.000000 Penalty: 5959.057129
	Iteration 26Q: 3 clusters Score -1.67082e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67330 members 
Mstep: Class 2 contains 97757 members 
Entering Unmasked Estep 
Score: -16708736.000000 Penalty: 5959.057129
	Iteration 27Q: 3 clusters Score -1.670874e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 99307 members 
Entering Unmasked Estep 
Score: -16709089.000000 Penalty: 5959.057129
	Iteration 28Q: 3 clusters Score -1.670909e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -16709567.000000 Penalty: 5959.057129
	Iteration 29Q: 3 clusters Score -1.670957e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 102590 members 
Entering Unmasked Estep 
Score: -16710024.000000 Penalty: 5959.057129
	Iteration 30Q: 3 clusters Score -1.671002e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 104397 members 
Entering Unmasked Estep 
Score: -16710463.000000 Penalty: 5959.057129
	Iteration 31Q: 3 clusters Score -1.671046e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -16711013.000000 Penalty: 5959.057129
	Iteration 32Q: 3 clusters Score -1.671101e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 108337 members 
Entering Unmasked Estep 
Score: -16711608.000000 Penalty: 5959.057129
	Iteration 33Q: 3 clusters Score -1.671161e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 110461 members 
Entering Unmasked Estep 
Score: -16712287.000000 Penalty: 5959.057129
	Iteration 34Q: 3 clusters Score -1.671229e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 112671 members 
Entering Unmasked Estep 
Score: -16712989.000000 Penalty: 5959.057129
	Iteration 35Q: 3 clusters Score -1.671299e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 114973 members 
Entering Unmasked Estep 
Score: -16713844.000000 Penalty: 5959.057129
	Iteration 36Q: 3 clusters Score -1.671384e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 117300 members 
Entering Unmasked Estep 
Score: -16714509.000000 Penalty: 5959.057129
	Iteration 37Q: 3 clusters Score -1.671451e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 119585 members 
Entering Unmasked Estep 
Score: -16715172.000000 Penalty: 5959.057129
	Iteration 38Q: 3 clusters Score -1.671517e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 121865 members 
Entering Unmasked Estep 
Score: -16715966.000000 Penalty: 5959.057129
	Iteration 39Q: 3 clusters Score -1.671597e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 124065 members 
Entering Unmasked Estep 
Score: -16716835.000000 Penalty: 5959.057129
	Iteration 40F: 3 clusters Score -1.671684e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 126328 members 
Entering Unmasked Estep 
Score: -16717661.000000 Penalty: 5959.057129
	Iteration 41Q: 3 clusters Score -1.671766e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 128572 members 
Entering Unmasked Estep 
Score: -16718629.000000 Penalty: 5959.057129
	Iteration 42Q: 3 clusters Score -1.671863e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 130725 members 
Entering Unmasked Estep 
Score: -16719458.000000 Penalty: 5959.057129
	Iteration 43Q: 3 clusters Score -1.671946e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 132747 members 
Entering Unmasked Estep 
Score: -16720049.000000 Penalty: 5959.057129
	Iteration 44Q: 3 clusters Score -1.672005e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 134677 members 
Entering Unmasked Estep 
Score: -16720858.000000 Penalty: 5959.057129
	Iteration 45Q: 3 clusters Score -1.672086e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 136518 members 
Entering Unmasked Estep 
Score: -16721426.000000 Penalty: 5959.057129
	Iteration 46Q: 3 clusters Score -1.672143e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 138205 members 
Entering Unmasked Estep 
Score: -16722056.000000 Penalty: 5959.057129
	Iteration 47Q: 3 clusters Score -1.672206e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 139783 members 
Entering Unmasked Estep 
Score: -16722579.000000 Penalty: 5959.057129
	Iteration 48Q: 3 clusters Score -1.672258e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 141247 members 
Entering Unmasked Estep 
Score: -16722971.000000 Penalty: 5959.057129
	Iteration 49Q: 3 clusters Score -1.672297e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 142613 members 
Entering Unmasked Estep 
Score: -16723365.000000 Penalty: 5959.057129
	Iteration 50Q: 3 clusters Score -1.672336e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 143901 members 
Entering Unmasked Estep 
Score: -16723723.000000 Penalty: 5959.057129
	Iteration 51Q: 3 clusters Score -1.672372e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 145077 members 
Entering Unmasked Estep 
Score: -16724022.000000 Penalty: 5959.057129
	Iteration 52Q: 3 clusters Score -1.672402e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 146205 members 
Entering Unmasked Estep 
Score: -16724297.000000 Penalty: 5959.057129
	Iteration 53Q: 3 clusters Score -1.67243e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 147229 members 
Entering Unmasked Estep 
Score: -16724574.000000 Penalty: 5959.057129
	Iteration 54Q: 3 clusters Score -1.672457e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 148213 members 
Entering Unmasked Estep 
Score: -16724851.000000 Penalty: 5959.057129
	Iteration 55Q: 3 clusters Score -1.672485e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 149145 members 
Entering Unmasked Estep 
Score: -16725008.000000 Penalty: 5959.057129
	Iteration 56Q: 3 clusters Score -1.672501e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 150014 members 
Entering Unmasked Estep 
Score: -16725236.000000 Penalty: 5959.057129
	Iteration 57Q: 3 clusters Score -1.672524e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 150845 members 
Entering Unmasked Estep 
Score: -16725404.000000 Penalty: 5959.057129
	Iteration 58Q: 3 clusters Score -1.67254e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 151665 members 
Entering Unmasked Estep 
Score: -16725649.000000 Penalty: 5959.057129
	Iteration 59Q: 3 clusters Score -1.672565e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 152422 members 
Entering Unmasked Estep 
Score: -16725826.000000 Penalty: 5959.057129
	Iteration 60F: 3 clusters Score -1.672583e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 153097 members 
Entering Unmasked Estep 
Score: -16726025.000000 Penalty: 5959.057129
	Iteration 61Q: 3 clusters Score -1.672602e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 153730 members 
Entering Unmasked Estep 
Score: -16726164.000000 Penalty: 5959.057129
	Iteration 62Q: 3 clusters Score -1.672616e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 154297 members 
Entering Unmasked Estep 
Score: -16726266.000000 Penalty: 5959.057129
	Iteration 63Q: 3 clusters Score -1.672627e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 154850 members 
Entering Unmasked Estep 
Score: -16726343.000000 Penalty: 5959.057129
	Iteration 64Q: 3 clusters Score -1.672634e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 155342 members 
Entering Unmasked Estep 
Score: -16726435.000000 Penalty: 5959.057129
	Iteration 65Q: 3 clusters Score -1.672644e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 155774 members 
Entering Unmasked Estep 
Score: -16726493.000000 Penalty: 5959.057129
	Iteration 66Q: 3 clusters Score -1.672649e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 156180 members 
Entering Unmasked Estep 
Score: -16726528.000000 Penalty: 5959.057129
	Iteration 67Q: 3 clusters Score -1.672653e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 156543 members 
Entering Unmasked Estep 
Score: -16726616.000000 Penalty: 5959.057129
	Iteration 68Q: 3 clusters Score -1.672662e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 156844 members 
Entering Unmasked Estep 
Score: -16726660.000000 Penalty: 5959.057129
	Iteration 69Q: 3 clusters Score -1.672666e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 157152 members 
Entering Unmasked Estep 
Score: -16726730.000000 Penalty: 5959.057129
	Iteration 70Q: 3 clusters Score -1.672673e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 157430 members 
Entering Unmasked Estep 
Score: -16726731.000000 Penalty: 5959.057129
	Iteration 71Q: 3 clusters Score -1.672673e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 157673 members 
Entering Unmasked Estep 
Score: -16726785.000000 Penalty: 5959.057129
	Iteration 72Q: 3 clusters Score -1.672678e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 157901 members 
Entering Unmasked Estep 
Score: -16726820.000000 Penalty: 5959.057129
	Iteration 73Q: 3 clusters Score -1.672682e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 158129 members 
Entering Unmasked Estep 
Score: -16726857.000000 Penalty: 5959.057129
	Iteration 74Q: 3 clusters Score -1.672686e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 158351 members 
Entering Unmasked Estep 
Score: -16726871.000000 Penalty: 5959.057129
	Iteration 75Q: 3 clusters Score -1.672687e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 158536 members 
Entering Unmasked Estep 
Score: -16726903.000000 Penalty: 5959.057129
	Iteration 76Q: 3 clusters Score -1.67269e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 158721 members 
Entering Unmasked Estep 
Score: -16726933.000000 Penalty: 5959.057129
	Iteration 77Q: 3 clusters Score -1.672693e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 158867 members 
Entering Unmasked Estep 
Score: -16726966.000000 Penalty: 5959.057129
	Iteration 78Q: 3 clusters Score -1.672697e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 159001 members 
Entering Unmasked Estep 
Score: -16726962.000000 Penalty: 5959.057129
	Iteration 79Q: 3 clusters Score -1.672696e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 159130 members 
Entering Unmasked Estep 
Score: -16726994.000000 Penalty: 5959.057129
	Iteration 80F: 3 clusters Score -1.672699e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 159259 members 
Entering Unmasked Estep 
Score: -16727030.000000 Penalty: 5959.057129
	Iteration 81Q: 3 clusters Score -1.672703e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 159387 members 
Entering Unmasked Estep 
Score: -16727057.000000 Penalty: 5959.057129
	Iteration 82Q: 3 clusters Score -1.672706e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 159502 members 
Entering Unmasked Estep 
Score: -16727064.000000 Penalty: 5959.057129
	Iteration 83Q: 3 clusters Score -1.672706e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 159608 members 
Entering Unmasked Estep 
Score: -16727078.000000 Penalty: 5959.057129
	Iteration 84Q: 3 clusters Score -1.672708e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 159713 members 
Entering Unmasked Estep 
Score: -16727067.000000 Penalty: 5959.057129
	Iteration 85Q: 3 clusters Score -1.672707e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 159800 members 
Entering Unmasked Estep 
Score: -16727096.000000 Penalty: 5959.057129
	Iteration 86Q: 3 clusters Score -1.67271e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 159873 members 
Entering Unmasked Estep 
Score: -16727115.000000 Penalty: 5959.057129
	Iteration 87Q: 3 clusters Score -1.672712e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 159921 members 
Entering Unmasked Estep 
Score: -16727113.000000 Penalty: 5959.057129
	Iteration 88Q: 3 clusters Score -1.672711e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 159958 members 
Entering Unmasked Estep 
Score: -16727125.000000 Penalty: 5959.057129
	Iteration 89Q: 3 clusters Score -1.672712e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 159998 members 
Entering Unmasked Estep 
Score: -16727151.000000 Penalty: 5959.057129
	Iteration 90Q: 3 clusters Score -1.672715e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 160040 members 
Entering Unmasked Estep 
Score: -16727150.000000 Penalty: 5959.057129
	Iteration 91Q: 3 clusters Score -1.672715e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 160082 members 
Entering Unmasked Estep 
Score: -16727135.000000 Penalty: 5959.057129
	Iteration 92Q: 3 clusters Score -1.672714e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 160119 members 
Entering Unmasked Estep 
Score: -16727139.000000 Penalty: 5959.057129
	Iteration 93Q: 3 clusters Score -1.672714e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 160145 members 
Entering Unmasked Estep 
Score: -16727165.000000 Penalty: 5959.057129
	Iteration 94Q: 3 clusters Score -1.672716e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 160172 members 
Entering Unmasked Estep 
Score: -16727155.000000 Penalty: 5959.057129
	Iteration 95Q: 3 clusters Score -1.672716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 160200 members 
Entering Unmasked Estep 
Score: -16727170.000000 Penalty: 5959.057129
	Iteration 96Q: 3 clusters Score -1.672717e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 160226 members 
Entering Unmasked Estep 
Score: -16727170.000000 Penalty: 5959.057129
	Iteration 97Q: 3 clusters Score -1.672717e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 160241 members 
Entering Unmasked Estep 
Score: -16727171.000000 Penalty: 5959.057129
	Iteration 98Q: 3 clusters Score -1.672717e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 160276 members 
Entering Unmasked Estep 
Score: -16727179.000000 Penalty: 5959.057129
	Iteration 99Q: 3 clusters Score -1.672718e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 160306 members 
Entering Unmasked Estep 
Score: -16727184.000000 Penalty: 5959.057129
	Iteration 100F: 3 clusters Score -1.672718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 160326 members 
Entering Unmasked Estep 
Score: -16727200.000000 Penalty: 5959.057129
	Iteration 101Q: 3 clusters Score -1.67272e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 160344 members 
Entering Unmasked Estep 
Score: -16727185.000000 Penalty: 5959.057129
	Iteration 102Q: 3 clusters Score -1.672718e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 160365 members 
Entering Unmasked Estep 
Score: -16727193.000000 Penalty: 5959.057129
	Iteration 103Q: 3 clusters Score -1.672719e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 160388 members 
Entering Unmasked Estep 
Score: -16727200.000000 Penalty: 5959.057129
	Iteration 104Q: 3 clusters Score -1.67272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 160406 members 
Entering Unmasked Estep 
Score: -16727192.000000 Penalty: 5959.057129
	Iteration 105Q: 3 clusters Score -1.672719e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 160421 members 
Entering Unmasked Estep 
Score: -16727205.000000 Penalty: 5959.057129
	Iteration 106Q: 3 clusters Score -1.67272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 160430 members 
Entering Unmasked Estep 
Score: -16727206.000000 Penalty: 5959.057129
	Iteration 107Q: 3 clusters Score -1.672721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 160446 members 
Entering Unmasked Estep 
Score: -16727217.000000 Penalty: 5959.057129
	Iteration 108Q: 3 clusters Score -1.672722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 160457 members 
Entering Unmasked Estep 
Score: -16727217.000000 Penalty: 5959.057129
	Iteration 109Q: 3 clusters Score -1.672722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 160465 members 
Entering Unmasked Estep 
Score: -16727224.000000 Penalty: 5959.057129
	Iteration 110Q: 3 clusters Score -1.672722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 160472 members 
Entering Unmasked Estep 
Score: -16727218.000000 Penalty: 5959.057129
	Iteration 111Q: 3 clusters Score -1.672722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 160477 members 
Entering Unmasked Estep 
Score: -16727227.000000 Penalty: 5959.057129
	Iteration 112Q: 3 clusters Score -1.672723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 160484 members 
Entering Unmasked Estep 
Score: -16727228.000000 Penalty: 5959.057129
	Iteration 113Q: 3 clusters Score -1.672723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 160488 members 
Entering Unmasked Estep 
Score: -16727232.000000 Penalty: 5959.057129
	Iteration 114Q: 3 clusters Score -1.672723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 160495 members 
Entering Unmasked Estep 
Score: -16727233.000000 Penalty: 5959.057129
	Iteration 115Q: 3 clusters Score -1.672723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 160499 members 
Entering Unmasked Estep 
Score: -16727236.000000 Penalty: 5959.057129
	Iteration 116Q: 3 clusters Score -1.672724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 160499 members 
Entering Unmasked Estep 
Score: -16727235.000000 Penalty: 5959.057129
	Iteration 117Q: 3 clusters Score -1.672724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 160503 members 
Entering Unmasked Estep 
Score: -16727234.000000 Penalty: 5959.057129
	Iteration 118Q: 3 clusters Score -1.672723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 160509 members 
Entering Unmasked Estep 
Score: -16727235.000000 Penalty: 5959.057129
	Iteration 119Q: 3 clusters Score -1.672724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 160514 members 
Entering Unmasked Estep 
Score: -16727230.000000 Penalty: 5959.057129
	Iteration 120F: 3 clusters Score -1.672723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 160518 members 
Entering Unmasked Estep 
Score: -16727224.000000 Penalty: 5959.057129
	Iteration 121Q: 3 clusters Score -1.672722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 160521 members 
Entering Unmasked Estep 
Score: -16727231.000000 Penalty: 5959.057129
	Iteration 122Q: 3 clusters Score -1.672723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 160524 members 
Entering Unmasked Estep 
Score: -16727225.000000 Penalty: 5959.057129
	Iteration 123Q: 3 clusters Score -1.672722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 160528 members 
Entering Unmasked Estep 
Score: -16727229.000000 Penalty: 5959.057129
	Iteration 124Q: 3 clusters Score -1.672723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 160533 members 
Entering Unmasked Estep 
Score: -16727223.000000 Penalty: 5959.057129
	Iteration 125Q: 3 clusters Score -1.672722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 160539 members 
Entering Unmasked Estep 
Score: -16727233.000000 Penalty: 5959.057129
	Iteration 126Q: 3 clusters Score -1.672723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 160548 members 
Entering Unmasked Estep 
Score: -16727216.000000 Penalty: 5959.057129
	Iteration 127Q: 3 clusters Score -1.672722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 160552 members 
Entering Unmasked Estep 
Score: -16727219.000000 Penalty: 5959.057129
	Iteration 128Q: 3 clusters Score -1.672722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 160558 members 
Entering Unmasked Estep 
Score: -16727210.000000 Penalty: 5959.057129
	Iteration 129Q: 3 clusters Score -1.672721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 160562 members 
Entering Unmasked Estep 
Score: -16727208.000000 Penalty: 5959.057129
	Iteration 130Q: 3 clusters Score -1.672721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 160566 members 
Entering Unmasked Estep 
Score: -16727215.000000 Penalty: 5959.057129
	Iteration 131Q: 3 clusters Score -1.672722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 160567 members 
Entering Unmasked Estep 
Score: -16727216.000000 Penalty: 5959.057129
	Iteration 132Q: 3 clusters Score -1.672722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 160568 members 
Entering Unmasked Estep 
Score: -16727216.000000 Penalty: 5959.057129
	Iteration 133Q: 3 clusters Score -1.672722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 160568 members 
Entering Unmasked Estep 
Score: -16727216.000000 Penalty: 5959.057129
	Iteration 134F: 3 clusters Score -1.672722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Entering Unmasked Estep 
Score: -1645144.000000 Penalty: 2404.707520
	Iteration 0F: 2 clusters Score -1645144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1633377.375000 Penalty: 4809.415039
	Iteration 0F: 3 clusters Score -1633377 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1637124.625000 Penalty: 4809.415039
	Iteration 1F: 3 clusters Score -1637125 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1637450.000000 Penalty: 4809.415039
	Iteration 2F: 3 clusters Score -1637450 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1637690.875000 Penalty: 4809.415039
	Iteration 3Q: 3 clusters Score -1637691 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1637896.625000 Penalty: 4809.415039
	Iteration 4Q: 3 clusters Score -1637897 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1638108.000000 Penalty: 4809.415039
	Iteration 5Q: 3 clusters Score -1638108 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1638320.000000 Penalty: 4809.415039
	Iteration 6Q: 3 clusters Score -1638320 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1638556.500000 Penalty: 4809.415039
	Iteration 7Q: 3 clusters Score -1638556 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1638778.375000 Penalty: 4809.415039
	Iteration 8Q: 3 clusters Score -1638778 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1639006.500000 Penalty: 4809.415039
	Iteration 9Q: 3 clusters Score -1639006 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1639230.500000 Penalty: 4809.415039
	Iteration 10Q: 3 clusters Score -1639230 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1639437.875000 Penalty: 4809.415039
	Iteration 11Q: 3 clusters Score -1639438 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1639627.500000 Penalty: 4809.415039
	Iteration 12Q: 3 clusters Score -1639628 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1639793.875000 Penalty: 4809.415039
	Iteration 13Q: 3 clusters Score -1639794 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1639981.500000 Penalty: 4809.415039
	Iteration 14Q: 3 clusters Score -1639982 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1640189.750000 Penalty: 4809.415039
	Iteration 15Q: 3 clusters Score -1640190 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1640416.625000 Penalty: 4809.415039
	Iteration 16Q: 3 clusters Score -1640417 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1640637.500000 Penalty: 4809.415039
	Iteration 17Q: 3 clusters Score -1640638 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1640865.000000 Penalty: 4809.415039
	Iteration 18Q: 3 clusters Score -1640865 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1641106.375000 Penalty: 4809.415039
	Iteration 19Q: 3 clusters Score -1641106 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1641356.875000 Penalty: 4809.415039
	Iteration 20F: 3 clusters Score -1641357 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1641606.125000 Penalty: 4809.415039
	Iteration 21Q: 3 clusters Score -1641606 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1641807.125000 Penalty: 4809.415039
	Iteration 22Q: 3 clusters Score -1641807 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1641934.500000 Penalty: 4809.415039
	Iteration 23Q: 3 clusters Score -1641934 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1642040.375000 Penalty: 4809.415039
	Iteration 24Q: 3 clusters Score -1642040 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1642134.000000 Penalty: 4809.415039
	Iteration 25Q: 3 clusters Score -1642134 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1642224.375000 Penalty: 4809.415039
	Iteration 26Q: 3 clusters Score -1642224 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1642300.750000 Penalty: 4809.415039
	Iteration 27Q: 3 clusters Score -1642301 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1642391.125000 Penalty: 4809.415039
	Iteration 28Q: 3 clusters Score -1642391 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1642466.000000 Penalty: 4809.415039
	Iteration 29Q: 3 clusters Score -1642466 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1642524.375000 Penalty: 4809.415039
	Iteration 30Q: 3 clusters Score -1642524 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1642580.625000 Penalty: 4809.415039
	Iteration 31Q: 3 clusters Score -1642581 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1642641.000000 Penalty: 4809.415039
	Iteration 32Q: 3 clusters Score -1642641 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1642699.000000 Penalty: 4809.415039
	Iteration 33Q: 3 clusters Score -1642699 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1642750.625000 Penalty: 4809.415039
	Iteration 34Q: 3 clusters Score -1642751 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1642792.625000 Penalty: 4809.415039
	Iteration 35Q: 3 clusters Score -1642793 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1642833.375000 Penalty: 4809.415039
	Iteration 36Q: 3 clusters Score -1642833 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1642861.375000 Penalty: 4809.415039
	Iteration 37Q: 3 clusters Score -1642861 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1642886.750000 Penalty: 4809.415039
	Iteration 38Q: 3 clusters Score -1642887 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1642912.875000 Penalty: 4809.415039
	Iteration 39Q: 3 clusters Score -1642913 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1642935.500000 Penalty: 4809.415039
	Iteration 40F: 3 clusters Score -1642936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1642953.250000 Penalty: 4809.415039
	Iteration 41Q: 3 clusters Score -1642953 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1642967.500000 Penalty: 4809.415039
	Iteration 42Q: 3 clusters Score -1642968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1642975.250000 Penalty: 4809.415039
	Iteration 43Q: 3 clusters Score -1642975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1642979.625000 Penalty: 4809.415039
	Iteration 44Q: 3 clusters Score -1642980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1642988.375000 Penalty: 4809.415039
	Iteration 45Q: 3 clusters Score -1642988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1643005.375000 Penalty: 4809.415039
	Iteration 46Q: 3 clusters Score -1643005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1643011.125000 Penalty: 4809.415039
	Iteration 47Q: 3 clusters Score -1643011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1643015.875000 Penalty: 4809.415039
	Iteration 48Q: 3 clusters Score -1643016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1643015.250000 Penalty: 4809.415039
	Iteration 49Q: 3 clusters Score -1643015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1643020.750000 Penalty: 4809.415039
	Iteration 50Q: 3 clusters Score -1643021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1643021.875000 Penalty: 4809.415039
	Iteration 51Q: 3 clusters Score -1643022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1643025.250000 Penalty: 4809.415039
	Iteration 52Q: 3 clusters Score -1643025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1643027.000000 Penalty: 4809.415039
	Iteration 53Q: 3 clusters Score -1643027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1643028.750000 Penalty: 4809.415039
	Iteration 54Q: 3 clusters Score -1643029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1643029.250000 Penalty: 4809.415039
	Iteration 55Q: 3 clusters Score -1643029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1643030.625000 Penalty: 4809.415039
	Iteration 56Q: 3 clusters Score -1643031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1643033.250000 Penalty: 4809.415039
	Iteration 57Q: 3 clusters Score -1643033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1643041.000000 Penalty: 4809.415039
	Iteration 58Q: 3 clusters Score -1643041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1643040.125000 Penalty: 4809.415039
	Iteration 59Q: 3 clusters Score -1643040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1643042.875000 Penalty: 4809.415039
	Iteration 60F: 3 clusters Score -1643043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1643042.625000 Penalty: 4809.415039
	Iteration 61Q: 3 clusters Score -1643043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1643048.625000 Penalty: 4809.415039
	Iteration 62Q: 3 clusters Score -1643049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1643053.000000 Penalty: 4809.415039
	Iteration 63Q: 3 clusters Score -1643053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1643057.000000 Penalty: 4809.415039
	Iteration 64Q: 3 clusters Score -1643057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1643062.000000 Penalty: 4809.415039
	Iteration 65Q: 3 clusters Score -1643062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1643065.500000 Penalty: 4809.415039
	Iteration 66Q: 3 clusters Score -1643066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1643067.125000 Penalty: 4809.415039
	Iteration 67Q: 3 clusters Score -1643067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1643072.250000 Penalty: 4809.415039
	Iteration 68Q: 3 clusters Score -1643072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1643074.750000 Penalty: 4809.415039
	Iteration 69Q: 3 clusters Score -1643075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1643079.250000 Penalty: 4809.415039
	Iteration 70Q: 3 clusters Score -1643079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1643077.625000 Penalty: 4809.415039
	Iteration 71Q: 3 clusters Score -1643078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1643076.625000 Penalty: 4809.415039
	Iteration 72Q: 3 clusters Score -1643077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1643076.625000 Penalty: 4809.415039
	Iteration 73F: 3 clusters Score -1643077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (235451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235451 members 
Entering Unmasked Estep 
Score: -23678958.000000 Penalty: 3067.575928
	Iteration 0F: 2 clusters Score -2.367896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117902 members 
Mstep: Class 2 contains 117549 members 
Entering Unmasked Estep 
Score: -23524656.000000 Penalty: 6135.151855
	Iteration 0F: 3 clusters Score -2.352466e+07 nChanged 113462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120900 members 
Mstep: Class 2 contains 114551 members 
Entering Unmasked Estep 
Score: -23590600.000000 Penalty: 6135.151855
	Iteration 1F: 3 clusters Score -2.35906e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122791 members 
Mstep: Class 2 contains 112660 members 
Entering Unmasked Estep 
Score: -23591800.000000 Penalty: 6135.151855
	Iteration 2Q: 3 clusters Score -2.35918e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125753 members 
Mstep: Class 2 contains 109698 members 
Entering Unmasked Estep 
Score: -23593210.000000 Penalty: 6135.151855
	Iteration 3Q: 3 clusters Score -2.359321e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130355 members 
Mstep: Class 2 contains 105096 members 
Entering Unmasked Estep 
Score: -23595258.000000 Penalty: 6135.151855
	Iteration 4Q: 3 clusters Score -2.359526e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137467 members 
Mstep: Class 2 contains 97984 members 
Entering Unmasked Estep 
Score: -23598512.000000 Penalty: 6135.151855
	Iteration 5Q: 3 clusters Score -2.359851e+07 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148019 members 
Mstep: Class 2 contains 87432 members 
Entering Unmasked Estep 
Score: -23604162.000000 Penalty: 6135.151855
	Iteration 6Q: 3 clusters Score -2.360416e+07 nChanged 15534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163061 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -23614060.000000 Penalty: 6135.151855
	Iteration 7F: 3 clusters Score -2.361406e+07 nChanged 19436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182343 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -23629164.000000 Penalty: 6135.151855
	Iteration 8F: 3 clusters Score -2.362916e+07 nChanged 20280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202597 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -23646840.000000 Penalty: 6135.151855
	Iteration 9F: 3 clusters Score -2.364684e+07 nChanged 16166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218759 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -23661646.000000 Penalty: 6135.151855
	Iteration 10F: 3 clusters Score -2.366165e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228175 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -23670198.000000 Penalty: 6135.151855
	Iteration 11Q: 3 clusters Score -2.36702e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232307 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -23673752.000000 Penalty: 6135.151855
	Iteration 12Q: 3 clusters Score -2.367375e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233863 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -23675192.000000 Penalty: 6135.151855
	Iteration 13Q: 3 clusters Score -2.367519e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234446 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -23675668.000000 Penalty: 6135.151855
	Iteration 14Q: 3 clusters Score -2.367567e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234701 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -23675904.000000 Penalty: 6135.151855
	Iteration 15Q: 3 clusters Score -2.36759e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234804 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -23675990.000000 Penalty: 6135.151855
	Iteration 16Q: 3 clusters Score -2.367599e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234858 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -23676056.000000 Penalty: 6135.151855
	Iteration 17Q: 3 clusters Score -2.367606e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234888 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -23676118.000000 Penalty: 6135.151855
	Iteration 18Q: 3 clusters Score -2.367612e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234919 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -23676158.000000 Penalty: 6135.151855
	Iteration 19Q: 3 clusters Score -2.367616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234936 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -23676184.000000 Penalty: 6135.151855
	Iteration 20F: 3 clusters Score -2.367618e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234948 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -23676202.000000 Penalty: 6135.151855
	Iteration 21Q: 3 clusters Score -2.36762e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234955 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -23676188.000000 Penalty: 6135.151855
	Iteration 22Q: 3 clusters Score -2.367619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234960 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -23676216.000000 Penalty: 6135.151855
	Iteration 23Q: 3 clusters Score -2.367622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234965 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -23676220.000000 Penalty: 6135.151855
	Iteration 24Q: 3 clusters Score -2.367622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234972 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -23676226.000000 Penalty: 6135.151855
	Iteration 25Q: 3 clusters Score -2.367623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234977 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -23676258.000000 Penalty: 6135.151855
	Iteration 26Q: 3 clusters Score -2.367626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234986 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -23676268.000000 Penalty: 6135.151855
	Iteration 27Q: 3 clusters Score -2.367627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234989 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -23676254.000000 Penalty: 6135.151855
	Iteration 28Q: 3 clusters Score -2.367625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234992 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -23676272.000000 Penalty: 6135.151855
	Iteration 29Q: 3 clusters Score -2.367627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234998 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -23676268.000000 Penalty: 6135.151855
	Iteration 30Q: 3 clusters Score -2.367627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235002 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -23676262.000000 Penalty: 6135.151855
	Iteration 31Q: 3 clusters Score -2.367626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235002 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -23676268.000000 Penalty: 6135.151855
	Iteration 32Q: 3 clusters Score -2.367627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235005 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -23676288.000000 Penalty: 6135.151855
	Iteration 33Q: 3 clusters Score -2.367629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235005 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -23676284.000000 Penalty: 6135.151855
	Iteration 34Q: 3 clusters Score -2.367628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235005 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -23676280.000000 Penalty: 6135.151855
	Iteration 35Q: 3 clusters Score -2.367628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235009 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -23676288.000000 Penalty: 6135.151855
	Iteration 36Q: 3 clusters Score -2.367629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235011 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -23676292.000000 Penalty: 6135.151855
	Iteration 37Q: 3 clusters Score -2.367629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235014 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -23676286.000000 Penalty: 6135.151855
	Iteration 38Q: 3 clusters Score -2.367629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235016 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -23676296.000000 Penalty: 6135.151855
	Iteration 39Q: 3 clusters Score -2.36763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235017 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -23676298.000000 Penalty: 6135.151855
	Iteration 40F: 3 clusters Score -2.36763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235018 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -23676304.000000 Penalty: 6135.151855
	Iteration 41Q: 3 clusters Score -2.36763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235017 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -23676296.000000 Penalty: 6135.151855
	Iteration 42Q: 3 clusters Score -2.36763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235017 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -23676296.000000 Penalty: 6135.151855
	Iteration 43F: 3 clusters Score -2.36763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -273099.187500 Penalty: 1962.008301
	Iteration 0F: 2 clusters Score -273099.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -270008.843750 Penalty: 3924.016602
	Iteration 0F: 3 clusters Score -270008.8 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -270630.281250 Penalty: 3924.016602
	Iteration 1F: 3 clusters Score -270630.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -270810.031250 Penalty: 3924.016602
	Iteration 2F: 3 clusters Score -270810 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -270932.343750 Penalty: 3924.016602
	Iteration 3F: 3 clusters Score -270932.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -271014.187500 Penalty: 3924.016602
	Iteration 4Q: 3 clusters Score -271014.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -271087.500000 Penalty: 3924.016602
	Iteration 5Q: 3 clusters Score -271087.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -271155.625000 Penalty: 3924.016602
	Iteration 6Q: 3 clusters Score -271155.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -271212.718750 Penalty: 3924.016602
	Iteration 7Q: 3 clusters Score -271212.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -271264.500000 Penalty: 3924.016602
	Iteration 8Q: 3 clusters Score -271264.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -271318.406250 Penalty: 3924.016602
	Iteration 9Q: 3 clusters Score -271318.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -271381.187500 Penalty: 3924.016602
	Iteration 10Q: 3 clusters Score -271381.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -271441.187500 Penalty: 3924.016602
	Iteration 11Q: 3 clusters Score -271441.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -271511.593750 Penalty: 3924.016602
	Iteration 12Q: 3 clusters Score -271511.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -271575.406250 Penalty: 3924.016602
	Iteration 13Q: 3 clusters Score -271575.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -271618.437500 Penalty: 3924.016602
	Iteration 14Q: 3 clusters Score -271618.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -271656.375000 Penalty: 3924.016602
	Iteration 15Q: 3 clusters Score -271656.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -271687.843750 Penalty: 3924.016602
	Iteration 16Q: 3 clusters Score -271687.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -271712.968750 Penalty: 3924.016602
	Iteration 17Q: 3 clusters Score -271713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -271732.468750 Penalty: 3924.016602
	Iteration 18Q: 3 clusters Score -271732.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -271753.562500 Penalty: 3924.016602
	Iteration 19Q: 3 clusters Score -271753.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -271774.968750 Penalty: 3924.016602
	Iteration 20F: 3 clusters Score -271775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -271798.250000 Penalty: 3924.016602
	Iteration 21Q: 3 clusters Score -271798.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -271822.593750 Penalty: 3924.016602
	Iteration 22Q: 3 clusters Score -271822.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -271848.375000 Penalty: 3924.016602
	Iteration 23Q: 3 clusters Score -271848.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -271873.000000 Penalty: 3924.016602
	Iteration 24Q: 3 clusters Score -271873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -271899.468750 Penalty: 3924.016602
	Iteration 25Q: 3 clusters Score -271899.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -271930.250000 Penalty: 3924.016602
	Iteration 26Q: 3 clusters Score -271930.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -271953.281250 Penalty: 3924.016602
	Iteration 27Q: 3 clusters Score -271953.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -271976.312500 Penalty: 3924.016602
	Iteration 28Q: 3 clusters Score -271976.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -272005.343750 Penalty: 3924.016602
	Iteration 29Q: 3 clusters Score -272005.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -272033.468750 Penalty: 3924.016602
	Iteration 30Q: 3 clusters Score -272033.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -272058.187500 Penalty: 3924.016602
	Iteration 31Q: 3 clusters Score -272058.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -272077.406250 Penalty: 3924.016602
	Iteration 32Q: 3 clusters Score -272077.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -272095.906250 Penalty: 3924.016602
	Iteration 33Q: 3 clusters Score -272095.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -272112.437500 Penalty: 3924.016602
	Iteration 34Q: 3 clusters Score -272112.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -272122.187500 Penalty: 3924.016602
	Iteration 35Q: 3 clusters Score -272122.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -272128.093750 Penalty: 3924.016602
	Iteration 36Q: 3 clusters Score -272128.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -272132.125000 Penalty: 3924.016602
	Iteration 37Q: 3 clusters Score -272132.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -272135.968750 Penalty: 3924.016602
	Iteration 38Q: 3 clusters Score -272136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -272137.375000 Penalty: 3924.016602
	Iteration 39Q: 3 clusters Score -272137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -272138.000000 Penalty: 3924.016602
	Iteration 40F: 3 clusters Score -272138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Entering Unmasked Estep 
Score: -1866425.625000 Penalty: 2443.043701
	Iteration 0F: 2 clusters Score -1866426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1853034.625000 Penalty: 4886.087402
	Iteration 0F: 3 clusters Score -1853035 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1857374.000000 Penalty: 4886.087402
	Iteration 1F: 3 clusters Score -1857374 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1857738.750000 Penalty: 4886.087402
	Iteration 2F: 3 clusters Score -1857739 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1858051.375000 Penalty: 4886.087402
	Iteration 3Q: 3 clusters Score -1858051 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1858333.750000 Penalty: 4886.087402
	Iteration 4Q: 3 clusters Score -1858334 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1858584.750000 Penalty: 4886.087402
	Iteration 5Q: 3 clusters Score -1858585 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1858845.125000 Penalty: 4886.087402
	Iteration 6Q: 3 clusters Score -1858845 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1859085.625000 Penalty: 4886.087402
	Iteration 7Q: 3 clusters Score -1859086 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1859347.375000 Penalty: 4886.087402
	Iteration 8Q: 3 clusters Score -1859347 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1859633.750000 Penalty: 4886.087402
	Iteration 9Q: 3 clusters Score -1859634 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1859906.125000 Penalty: 4886.087402
	Iteration 10Q: 3 clusters Score -1859906 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1860200.000000 Penalty: 4886.087402
	Iteration 11Q: 3 clusters Score -1860200 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1860506.750000 Penalty: 4886.087402
	Iteration 12Q: 3 clusters Score -1860507 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1860808.000000 Penalty: 4886.087402
	Iteration 13Q: 3 clusters Score -1860808 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1861070.250000 Penalty: 4886.087402
	Iteration 14Q: 3 clusters Score -1861070 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1861309.375000 Penalty: 4886.087402
	Iteration 15Q: 3 clusters Score -1861309 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1861476.500000 Penalty: 4886.087402
	Iteration 16Q: 3 clusters Score -1861476 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1861575.625000 Penalty: 4886.087402
	Iteration 17Q: 3 clusters Score -1861576 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1861656.250000 Penalty: 4886.087402
	Iteration 18Q: 3 clusters Score -1861656 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1861701.250000 Penalty: 4886.087402
	Iteration 19Q: 3 clusters Score -1861701 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1861738.625000 Penalty: 4886.087402
	Iteration 20F: 3 clusters Score -1861739 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1861762.500000 Penalty: 4886.087402
	Iteration 21Q: 3 clusters Score -1861762 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1861788.125000 Penalty: 4886.087402
	Iteration 22Q: 3 clusters Score -1861788 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1861812.625000 Penalty: 4886.087402
	Iteration 23Q: 3 clusters Score -1861813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1861820.500000 Penalty: 4886.087402
	Iteration 24Q: 3 clusters Score -1861820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1861834.625000 Penalty: 4886.087402
	Iteration 25Q: 3 clusters Score -1861835 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1861847.750000 Penalty: 4886.087402
	Iteration 26Q: 3 clusters Score -1861848 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1861862.000000 Penalty: 4886.087402
	Iteration 27Q: 3 clusters Score -1861862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1861870.000000 Penalty: 4886.087402
	Iteration 28Q: 3 clusters Score -1861870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1861870.750000 Penalty: 4886.087402
	Iteration 29Q: 3 clusters Score -1861871 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1861874.375000 Penalty: 4886.087402
	Iteration 30Q: 3 clusters Score -1861874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1861877.500000 Penalty: 4886.087402
	Iteration 31Q: 3 clusters Score -1861878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1861881.625000 Penalty: 4886.087402
	Iteration 32Q: 3 clusters Score -1861882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1861887.875000 Penalty: 4886.087402
	Iteration 33Q: 3 clusters Score -1861888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1861894.375000 Penalty: 4886.087402
	Iteration 34Q: 3 clusters Score -1861894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1861890.250000 Penalty: 4886.087402
	Iteration 35Q: 3 clusters Score -1861890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1861895.500000 Penalty: 4886.087402
	Iteration 36Q: 3 clusters Score -1861896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1861896.750000 Penalty: 4886.087402
	Iteration 37Q: 3 clusters Score -1861897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1861900.250000 Penalty: 4886.087402
	Iteration 38Q: 3 clusters Score -1861900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1861899.625000 Penalty: 4886.087402
	Iteration 39Q: 3 clusters Score -1861900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1861901.750000 Penalty: 4886.087402
	Iteration 40F: 3 clusters Score -1861902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1861902.500000 Penalty: 4886.087402
	Iteration 41Q: 3 clusters Score -1861902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1861903.625000 Penalty: 4886.087402
	Iteration 42Q: 3 clusters Score -1861904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1861908.250000 Penalty: 4886.087402
	Iteration 43Q: 3 clusters Score -1861908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1861905.500000 Penalty: 4886.087402
	Iteration 44Q: 3 clusters Score -1861906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1861906.625000 Penalty: 4886.087402
	Iteration 45Q: 3 clusters Score -1861907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1861910.125000 Penalty: 4886.087402
	Iteration 46Q: 3 clusters Score -1861910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1861909.375000 Penalty: 4886.087402
	Iteration 47Q: 3 clusters Score -1861909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1861905.625000 Penalty: 4886.087402
	Iteration 48Q: 3 clusters Score -1861906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1861903.375000 Penalty: 4886.087402
	Iteration 49Q: 3 clusters Score -1861903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1861908.500000 Penalty: 4886.087402
	Iteration 50Q: 3 clusters Score -1861908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1861914.500000 Penalty: 4886.087402
	Iteration 51Q: 3 clusters Score -1861914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1861915.125000 Penalty: 4886.087402
	Iteration 52Q: 3 clusters Score -1861915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1861914.625000 Penalty: 4886.087402
	Iteration 53Q: 3 clusters Score -1861915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1861914.625000 Penalty: 4886.087402
	Iteration 54Q: 3 clusters Score -1861915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1861914.250000 Penalty: 4886.087402
	Iteration 55Q: 3 clusters Score -1861914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1861916.500000 Penalty: 4886.087402
	Iteration 56Q: 3 clusters Score -1861916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1861921.125000 Penalty: 4886.087402
	Iteration 57Q: 3 clusters Score -1861921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1861921.000000 Penalty: 4886.087402
	Iteration 58Q: 3 clusters Score -1861921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1861920.125000 Penalty: 4886.087402
	Iteration 59Q: 3 clusters Score -1861920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1861917.875000 Penalty: 4886.087402
	Iteration 60F: 3 clusters Score -1861918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1861918.875000 Penalty: 4886.087402
	Iteration 61Q: 3 clusters Score -1861919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1861926.000000 Penalty: 4886.087402
	Iteration 62Q: 3 clusters Score -1861926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1861923.625000 Penalty: 4886.087402
	Iteration 63Q: 3 clusters Score -1861924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1861921.875000 Penalty: 4886.087402
	Iteration 64Q: 3 clusters Score -1861922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1861920.500000 Penalty: 4886.087402
	Iteration 65Q: 3 clusters Score -1861920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1861925.375000 Penalty: 4886.087402
	Iteration 66Q: 3 clusters Score -1861925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1861924.750000 Penalty: 4886.087402
	Iteration 67Q: 3 clusters Score -1861925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1861926.750000 Penalty: 4886.087402
	Iteration 68Q: 3 clusters Score -1861927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1861922.625000 Penalty: 4886.087402
	Iteration 69Q: 3 clusters Score -1861923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1861924.500000 Penalty: 4886.087402
	Iteration 70Q: 3 clusters Score -1861924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1861924.500000 Penalty: 4886.087402
	Iteration 71Q: 3 clusters Score -1861924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1861925.500000 Penalty: 4886.087402
	Iteration 72Q: 3 clusters Score -1861926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1861925.500000 Penalty: 4886.087402
	Iteration 73Q: 3 clusters Score -1861926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1861923.125000 Penalty: 4886.087402
	Iteration 74Q: 3 clusters Score -1861923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1861927.000000 Penalty: 4886.087402
	Iteration 75Q: 3 clusters Score -1861927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1861930.875000 Penalty: 4886.087402
	Iteration 76Q: 3 clusters Score -1861931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1861929.875000 Penalty: 4886.087402
	Iteration 77Q: 3 clusters Score -1861930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1861928.625000 Penalty: 4886.087402
	Iteration 78Q: 3 clusters Score -1861929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1861929.125000 Penalty: 4886.087402
	Iteration 79Q: 3 clusters Score -1861929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1861927.750000 Penalty: 4886.087402
	Iteration 80F: 3 clusters Score -1861928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1861927.750000 Penalty: 4886.087402
	Iteration 81Q: 3 clusters Score -1861928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1861927.750000 Penalty: 4886.087402
	Iteration 82Q: 3 clusters Score -1861928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1861930.000000 Penalty: 4886.087402
	Iteration 83Q: 3 clusters Score -1861930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1861929.000000 Penalty: 4886.087402
	Iteration 84Q: 3 clusters Score -1861929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1861931.625000 Penalty: 4886.087402
	Iteration 85Q: 3 clusters Score -1861932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1861931.125000 Penalty: 4886.087402
	Iteration 86Q: 3 clusters Score -1861931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1861929.750000 Penalty: 4886.087402
	Iteration 87Q: 3 clusters Score -1861930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1861931.500000 Penalty: 4886.087402
	Iteration 88Q: 3 clusters Score -1861932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1861931.125000 Penalty: 4886.087402
	Iteration 89Q: 3 clusters Score -1861931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1861931.000000 Penalty: 4886.087402
	Iteration 90Q: 3 clusters Score -1861931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1861931.875000 Penalty: 4886.087402
	Iteration 91Q: 3 clusters Score -1861932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1861931.875000 Penalty: 4886.087402
	Iteration 92F: 3 clusters Score -1861932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Entering Unmasked Estep 
Score: -288467.343750 Penalty: 1992.668823
	Iteration 0F: 2 clusters Score -288467.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -285118.125000 Penalty: 3985.337646
	Iteration 0F: 3 clusters Score -285118.1 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -285825.125000 Penalty: 3985.337646
	Iteration 1F: 3 clusters Score -285825.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -286009.468750 Penalty: 3985.337646
	Iteration 2F: 3 clusters Score -286009.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -286130.468750 Penalty: 3985.337646
	Iteration 3F: 3 clusters Score -286130.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -286240.593750 Penalty: 3985.337646
	Iteration 4Q: 3 clusters Score -286240.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -286368.406250 Penalty: 3985.337646
	Iteration 5Q: 3 clusters Score -286368.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -286477.656250 Penalty: 3985.337646
	Iteration 6Q: 3 clusters Score -286477.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -286578.843750 Penalty: 3985.337646
	Iteration 7Q: 3 clusters Score -286578.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -286646.750000 Penalty: 3985.337646
	Iteration 8Q: 3 clusters Score -286646.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -286697.281250 Penalty: 3985.337646
	Iteration 9Q: 3 clusters Score -286697.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -286733.000000 Penalty: 3985.337646
	Iteration 10Q: 3 clusters Score -286733 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -286765.187500 Penalty: 3985.337646
	Iteration 11Q: 3 clusters Score -286765.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -286790.718750 Penalty: 3985.337646
	Iteration 12Q: 3 clusters Score -286790.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -286813.000000 Penalty: 3985.337646
	Iteration 13Q: 3 clusters Score -286813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -286825.937500 Penalty: 3985.337646
	Iteration 14Q: 3 clusters Score -286825.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -286846.968750 Penalty: 3985.337646
	Iteration 15Q: 3 clusters Score -286847 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -286877.468750 Penalty: 3985.337646
	Iteration 16Q: 3 clusters Score -286877.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -286895.093750 Penalty: 3985.337646
	Iteration 17Q: 3 clusters Score -286895.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -286915.031250 Penalty: 3985.337646
	Iteration 18Q: 3 clusters Score -286915 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -286938.781250 Penalty: 3985.337646
	Iteration 19Q: 3 clusters Score -286938.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -286957.343750 Penalty: 3985.337646
	Iteration 20F: 3 clusters Score -286957.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -286978.468750 Penalty: 3985.337646
	Iteration 21Q: 3 clusters Score -286978.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -287003.093750 Penalty: 3985.337646
	Iteration 22Q: 3 clusters Score -287003.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -287016.906250 Penalty: 3985.337646
	Iteration 23Q: 3 clusters Score -287016.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -287033.312500 Penalty: 3985.337646
	Iteration 24Q: 3 clusters Score -287033.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -287051.812500 Penalty: 3985.337646
	Iteration 25Q: 3 clusters Score -287051.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -287079.343750 Penalty: 3985.337646
	Iteration 26Q: 3 clusters Score -287079.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -287113.031250 Penalty: 3985.337646
	Iteration 27Q: 3 clusters Score -287113 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -287158.937500 Penalty: 3985.337646
	Iteration 28Q: 3 clusters Score -287158.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -287200.500000 Penalty: 3985.337646
	Iteration 29Q: 3 clusters Score -287200.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -287241.562500 Penalty: 3985.337646
	Iteration 30Q: 3 clusters Score -287241.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -287277.718750 Penalty: 3985.337646
	Iteration 31Q: 3 clusters Score -287277.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -287309.250000 Penalty: 3985.337646
	Iteration 32Q: 3 clusters Score -287309.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -287344.125000 Penalty: 3985.337646
	Iteration 33Q: 3 clusters Score -287344.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -287365.875000 Penalty: 3985.337646
	Iteration 34Q: 3 clusters Score -287365.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -287398.218750 Penalty: 3985.337646
	Iteration 35Q: 3 clusters Score -287398.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -287423.656250 Penalty: 3985.337646
	Iteration 36Q: 3 clusters Score -287423.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -287453.843750 Penalty: 3985.337646
	Iteration 37Q: 3 clusters Score -287453.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -287477.937500 Penalty: 3985.337646
	Iteration 38Q: 3 clusters Score -287477.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -287503.437500 Penalty: 3985.337646
	Iteration 39Q: 3 clusters Score -287503.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -287531.093750 Penalty: 3985.337646
	Iteration 40F: 3 clusters Score -287531.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -287551.843750 Penalty: 3985.337646
	Iteration 41Q: 3 clusters Score -287551.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -287562.187500 Penalty: 3985.337646
	Iteration 42Q: 3 clusters Score -287562.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -287573.312500 Penalty: 3985.337646
	Iteration 43Q: 3 clusters Score -287573.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -287582.500000 Penalty: 3985.337646
	Iteration 44Q: 3 clusters Score -287582.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -287594.187500 Penalty: 3985.337646
	Iteration 45Q: 3 clusters Score -287594.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -287599.000000 Penalty: 3985.337646
	Iteration 46Q: 3 clusters Score -287599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -287600.312500 Penalty: 3985.337646
	Iteration 47Q: 3 clusters Score -287600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -287601.781250 Penalty: 3985.337646
	Iteration 48Q: 3 clusters Score -287601.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -287603.156250 Penalty: 3985.337646
	Iteration 49Q: 3 clusters Score -287603.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -287605.468750 Penalty: 3985.337646
	Iteration 50Q: 3 clusters Score -287605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -287607.125000 Penalty: 3985.337646
	Iteration 51Q: 3 clusters Score -287607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -287609.187500 Penalty: 3985.337646
	Iteration 52Q: 3 clusters Score -287609.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -287611.062500 Penalty: 3985.337646
	Iteration 53Q: 3 clusters Score -287611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -287613.156250 Penalty: 3985.337646
	Iteration 54Q: 3 clusters Score -287613.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -287615.750000 Penalty: 3985.337646
	Iteration 55Q: 3 clusters Score -287615.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -287617.562500 Penalty: 3985.337646
	Iteration 56Q: 3 clusters Score -287617.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -287623.156250 Penalty: 3985.337646
	Iteration 57Q: 3 clusters Score -287623.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -287626.468750 Penalty: 3985.337646
	Iteration 58Q: 3 clusters Score -287626.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -287627.375000 Penalty: 3985.337646
	Iteration 59Q: 3 clusters Score -287627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -287627.812500 Penalty: 3985.337646
	Iteration 60F: 3 clusters Score -287627.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Entering Unmasked Estep 
Score: -718813.250000 Penalty: 2188.884521
	Iteration 0F: 2 clusters Score -718813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -713157.500000 Penalty: 4377.769043
	Iteration 0F: 3 clusters Score -713157.5 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -714541.562500 Penalty: 4377.769043
	Iteration 1F: 3 clusters Score -714541.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -714760.937500 Penalty: 4377.769043
	Iteration 2F: 3 clusters Score -714760.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -714911.187500 Penalty: 4377.769043
	Iteration 3Q: 3 clusters Score -714911.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -715024.562500 Penalty: 4377.769043
	Iteration 4Q: 3 clusters Score -715024.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -715106.000000 Penalty: 4377.769043
	Iteration 5Q: 3 clusters Score -715106 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -715177.562500 Penalty: 4377.769043
	Iteration 6Q: 3 clusters Score -715177.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -715233.687500 Penalty: 4377.769043
	Iteration 7Q: 3 clusters Score -715233.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -715280.937500 Penalty: 4377.769043
	Iteration 8Q: 3 clusters Score -715280.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -715319.312500 Penalty: 4377.769043
	Iteration 9Q: 3 clusters Score -715319.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -715353.062500 Penalty: 4377.769043
	Iteration 10Q: 3 clusters Score -715353.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -715373.562500 Penalty: 4377.769043
	Iteration 11Q: 3 clusters Score -715373.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -715391.187500 Penalty: 4377.769043
	Iteration 12Q: 3 clusters Score -715391.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -715406.500000 Penalty: 4377.769043
	Iteration 13Q: 3 clusters Score -715406.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -715416.000000 Penalty: 4377.769043
	Iteration 14Q: 3 clusters Score -715416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -715427.187500 Penalty: 4377.769043
	Iteration 15Q: 3 clusters Score -715427.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -715434.375000 Penalty: 4377.769043
	Iteration 16Q: 3 clusters Score -715434.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -715443.812500 Penalty: 4377.769043
	Iteration 17Q: 3 clusters Score -715443.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -715458.062500 Penalty: 4377.769043
	Iteration 18Q: 3 clusters Score -715458.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -715473.187500 Penalty: 4377.769043
	Iteration 19Q: 3 clusters Score -715473.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -715486.750000 Penalty: 4377.769043
	Iteration 20F: 3 clusters Score -715486.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -715499.312500 Penalty: 4377.769043
	Iteration 21Q: 3 clusters Score -715499.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -715512.062500 Penalty: 4377.769043
	Iteration 22Q: 3 clusters Score -715512.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -715523.062500 Penalty: 4377.769043
	Iteration 23Q: 3 clusters Score -715523.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -715537.187500 Penalty: 4377.769043
	Iteration 24Q: 3 clusters Score -715537.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -715552.375000 Penalty: 4377.769043
	Iteration 25Q: 3 clusters Score -715552.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -715565.625000 Penalty: 4377.769043
	Iteration 26Q: 3 clusters Score -715565.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -715581.750000 Penalty: 4377.769043
	Iteration 27Q: 3 clusters Score -715581.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -715601.937500 Penalty: 4377.769043
	Iteration 28Q: 3 clusters Score -715601.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -715624.187500 Penalty: 4377.769043
	Iteration 29Q: 3 clusters Score -715624.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -715646.250000 Penalty: 4377.769043
	Iteration 30Q: 3 clusters Score -715646.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -715670.625000 Penalty: 4377.769043
	Iteration 31Q: 3 clusters Score -715670.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -715693.062500 Penalty: 4377.769043
	Iteration 32Q: 3 clusters Score -715693.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -715724.250000 Penalty: 4377.769043
	Iteration 33Q: 3 clusters Score -715724.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -715758.062500 Penalty: 4377.769043
	Iteration 34Q: 3 clusters Score -715758.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -715808.312500 Penalty: 4377.769043
	Iteration 35Q: 3 clusters Score -715808.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -715869.625000 Penalty: 4377.769043
	Iteration 36Q: 3 clusters Score -715869.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -715947.375000 Penalty: 4377.769043
	Iteration 37Q: 3 clusters Score -715947.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -716042.562500 Penalty: 4377.769043
	Iteration 38Q: 3 clusters Score -716042.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -716130.500000 Penalty: 4377.769043
	Iteration 39Q: 3 clusters Score -716130.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -716233.375000 Penalty: 4377.769043
	Iteration 40F: 3 clusters Score -716233.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -716335.375000 Penalty: 4377.769043
	Iteration 41Q: 3 clusters Score -716335.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -716431.750000 Penalty: 4377.769043
	Iteration 42Q: 3 clusters Score -716431.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -716522.937500 Penalty: 4377.769043
	Iteration 43Q: 3 clusters Score -716522.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -716599.375000 Penalty: 4377.769043
	Iteration 44Q: 3 clusters Score -716599.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -716656.875000 Penalty: 4377.769043
	Iteration 45Q: 3 clusters Score -716656.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -716711.125000 Penalty: 4377.769043
	Iteration 46Q: 3 clusters Score -716711.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -716746.125000 Penalty: 4377.769043
	Iteration 47Q: 3 clusters Score -716746.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -716772.562500 Penalty: 4377.769043
	Iteration 48Q: 3 clusters Score -716772.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -716803.562500 Penalty: 4377.769043
	Iteration 49Q: 3 clusters Score -716803.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -716826.062500 Penalty: 4377.769043
	Iteration 50Q: 3 clusters Score -716826.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -716847.375000 Penalty: 4377.769043
	Iteration 51Q: 3 clusters Score -716847.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -716867.250000 Penalty: 4377.769043
	Iteration 52Q: 3 clusters Score -716867.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -716886.375000 Penalty: 4377.769043
	Iteration 53Q: 3 clusters Score -716886.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -716896.812500 Penalty: 4377.769043
	Iteration 54Q: 3 clusters Score -716896.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -716905.000000 Penalty: 4377.769043
	Iteration 55Q: 3 clusters Score -716905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -716909.437500 Penalty: 4377.769043
	Iteration 56Q: 3 clusters Score -716909.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -716913.937500 Penalty: 4377.769043
	Iteration 57Q: 3 clusters Score -716913.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -716916.562500 Penalty: 4377.769043
	Iteration 58Q: 3 clusters Score -716916.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -716916.562500 Penalty: 4377.769043
	Iteration 59F: 3 clusters Score -716916.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -345658.718750 Penalty: 2021.959351
	Iteration 0F: 2 clusters Score -345658.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -342128.000000 Penalty: 4043.918701
	Iteration 0F: 3 clusters Score -342128 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -342818.625000 Penalty: 4043.918701
	Iteration 1F: 3 clusters Score -342818.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -342982.093750 Penalty: 4043.918701
	Iteration 2F: 3 clusters Score -342982.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -343081.187500 Penalty: 4043.918701
	Iteration 3Q: 3 clusters Score -343081.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -343143.875000 Penalty: 4043.918701
	Iteration 4Q: 3 clusters Score -343143.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -343183.343750 Penalty: 4043.918701
	Iteration 5Q: 3 clusters Score -343183.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -343208.562500 Penalty: 4043.918701
	Iteration 6Q: 3 clusters Score -343208.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -343232.718750 Penalty: 4043.918701
	Iteration 7Q: 3 clusters Score -343232.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -343247.125000 Penalty: 4043.918701
	Iteration 8Q: 3 clusters Score -343247.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -343257.343750 Penalty: 4043.918701
	Iteration 9Q: 3 clusters Score -343257.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -343267.375000 Penalty: 4043.918701
	Iteration 10Q: 3 clusters Score -343267.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -343276.343750 Penalty: 4043.918701
	Iteration 11Q: 3 clusters Score -343276.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -343285.500000 Penalty: 4043.918701
	Iteration 12Q: 3 clusters Score -343285.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -343297.625000 Penalty: 4043.918701
	Iteration 13Q: 3 clusters Score -343297.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -343304.593750 Penalty: 4043.918701
	Iteration 14Q: 3 clusters Score -343304.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -343307.531250 Penalty: 4043.918701
	Iteration 15Q: 3 clusters Score -343307.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -343310.843750 Penalty: 4043.918701
	Iteration 16Q: 3 clusters Score -343310.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -343315.312500 Penalty: 4043.918701
	Iteration 17Q: 3 clusters Score -343315.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -343318.906250 Penalty: 4043.918701
	Iteration 18Q: 3 clusters Score -343318.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -343320.500000 Penalty: 4043.918701
	Iteration 19Q: 3 clusters Score -343320.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -343324.593750 Penalty: 4043.918701
	Iteration 20F: 3 clusters Score -343324.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -343328.656250 Penalty: 4043.918701
	Iteration 21Q: 3 clusters Score -343328.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -343329.968750 Penalty: 4043.918701
	Iteration 22Q: 3 clusters Score -343330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -343331.750000 Penalty: 4043.918701
	Iteration 23Q: 3 clusters Score -343331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -343334.281250 Penalty: 4043.918701
	Iteration 24Q: 3 clusters Score -343334.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -343336.562500 Penalty: 4043.918701
	Iteration 25Q: 3 clusters Score -343336.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -343337.812500 Penalty: 4043.918701
	Iteration 26Q: 3 clusters Score -343337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -343341.718750 Penalty: 4043.918701
	Iteration 27Q: 3 clusters Score -343341.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -343343.875000 Penalty: 4043.918701
	Iteration 28Q: 3 clusters Score -343343.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -343345.062500 Penalty: 4043.918701
	Iteration 29Q: 3 clusters Score -343345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -343346.968750 Penalty: 4043.918701
	Iteration 30Q: 3 clusters Score -343347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -343347.437500 Penalty: 4043.918701
	Iteration 31Q: 3 clusters Score -343347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -343348.687500 Penalty: 4043.918701
	Iteration 32Q: 3 clusters Score -343348.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -343350.218750 Penalty: 4043.918701
	Iteration 33Q: 3 clusters Score -343350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -343350.406250 Penalty: 4043.918701
	Iteration 34Q: 3 clusters Score -343350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -343351.062500 Penalty: 4043.918701
	Iteration 35Q: 3 clusters Score -343351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -343351.687500 Penalty: 4043.918701
	Iteration 36Q: 3 clusters Score -343351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -343351.812500 Penalty: 4043.918701
	Iteration 37Q: 3 clusters Score -343351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -343352.656250 Penalty: 4043.918701
	Iteration 38Q: 3 clusters Score -343352.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -343352.656250 Penalty: 4043.918701
	Iteration 39F: 3 clusters Score -343352.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Entering Unmasked Estep 
Score: -311723.468750 Penalty: 1996.099487
	Iteration 0F: 2 clusters Score -311723.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -308381.187500 Penalty: 3992.198975
	Iteration 0F: 3 clusters Score -308381.2 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -309046.562500 Penalty: 3992.198975
	Iteration 1F: 3 clusters Score -309046.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -309216.718750 Penalty: 3992.198975
	Iteration 2F: 3 clusters Score -309216.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -309311.531250 Penalty: 3992.198975
	Iteration 3Q: 3 clusters Score -309311.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -309375.656250 Penalty: 3992.198975
	Iteration 4Q: 3 clusters Score -309375.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -309419.906250 Penalty: 3992.198975
	Iteration 5Q: 3 clusters Score -309419.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -309441.781250 Penalty: 3992.198975
	Iteration 6Q: 3 clusters Score -309441.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -309456.343750 Penalty: 3992.198975
	Iteration 7Q: 3 clusters Score -309456.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -309465.812500 Penalty: 3992.198975
	Iteration 8Q: 3 clusters Score -309465.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -309473.812500 Penalty: 3992.198975
	Iteration 9Q: 3 clusters Score -309473.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -309480.718750 Penalty: 3992.198975
	Iteration 10Q: 3 clusters Score -309480.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -309485.281250 Penalty: 3992.198975
	Iteration 11Q: 3 clusters Score -309485.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -309487.281250 Penalty: 3992.198975
	Iteration 12Q: 3 clusters Score -309487.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -309490.781250 Penalty: 3992.198975
	Iteration 13Q: 3 clusters Score -309490.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -309496.250000 Penalty: 3992.198975
	Iteration 14Q: 3 clusters Score -309496.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -309503.562500 Penalty: 3992.198975
	Iteration 15Q: 3 clusters Score -309503.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -309510.250000 Penalty: 3992.198975
	Iteration 16Q: 3 clusters Score -309510.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -309517.656250 Penalty: 3992.198975
	Iteration 17Q: 3 clusters Score -309517.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -309522.156250 Penalty: 3992.198975
	Iteration 18Q: 3 clusters Score -309522.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -309528.093750 Penalty: 3992.198975
	Iteration 19Q: 3 clusters Score -309528.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -309532.000000 Penalty: 3992.198975
	Iteration 20F: 3 clusters Score -309532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -309543.562500 Penalty: 3992.198975
	Iteration 21Q: 3 clusters Score -309543.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -309550.156250 Penalty: 3992.198975
	Iteration 22Q: 3 clusters Score -309550.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -309554.906250 Penalty: 3992.198975
	Iteration 23Q: 3 clusters Score -309554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -309557.281250 Penalty: 3992.198975
	Iteration 24Q: 3 clusters Score -309557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -309558.437500 Penalty: 3992.198975
	Iteration 25Q: 3 clusters Score -309558.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -309561.093750 Penalty: 3992.198975
	Iteration 26Q: 3 clusters Score -309561.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -309564.000000 Penalty: 3992.198975
	Iteration 27Q: 3 clusters Score -309564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -309567.531250 Penalty: 3992.198975
	Iteration 28Q: 3 clusters Score -309567.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -309572.156250 Penalty: 3992.198975
	Iteration 29Q: 3 clusters Score -309572.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -309576.781250 Penalty: 3992.198975
	Iteration 30Q: 3 clusters Score -309576.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -309581.343750 Penalty: 3992.198975
	Iteration 31Q: 3 clusters Score -309581.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -309583.656250 Penalty: 3992.198975
	Iteration 32Q: 3 clusters Score -309583.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -309586.000000 Penalty: 3992.198975
	Iteration 33Q: 3 clusters Score -309586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -309588.156250 Penalty: 3992.198975
	Iteration 34Q: 3 clusters Score -309588.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -309593.718750 Penalty: 3992.198975
	Iteration 35Q: 3 clusters Score -309593.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -309598.187500 Penalty: 3992.198975
	Iteration 36Q: 3 clusters Score -309598.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -309603.031250 Penalty: 3992.198975
	Iteration 37Q: 3 clusters Score -309603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -309607.968750 Penalty: 3992.198975
	Iteration 38Q: 3 clusters Score -309608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -309611.937500 Penalty: 3992.198975
	Iteration 39Q: 3 clusters Score -309611.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -309617.750000 Penalty: 3992.198975
	Iteration 40F: 3 clusters Score -309617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -309619.281250 Penalty: 3992.198975
	Iteration 41Q: 3 clusters Score -309619.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -309621.812500 Penalty: 3992.198975
	Iteration 42Q: 3 clusters Score -309621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -309624.531250 Penalty: 3992.198975
	Iteration 43Q: 3 clusters Score -309624.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -309626.000000 Penalty: 3992.198975
	Iteration 44Q: 3 clusters Score -309626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -309629.187500 Penalty: 3992.198975
	Iteration 45Q: 3 clusters Score -309629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -309630.968750 Penalty: 3992.198975
	Iteration 46Q: 3 clusters Score -309631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -309630.968750 Penalty: 3992.198975
	Iteration 47F: 3 clusters Score -309631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (284714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284714 members 
Entering Unmasked Estep 
Score: -28496444.000000 Penalty: 3114.691650
	Iteration 0F: 2 clusters Score -2.849644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142473 members 
Mstep: Class 2 contains 142241 members 
Entering Unmasked Estep 
Score: -28316514.000000 Penalty: 6229.383301
	Iteration 0F: 3 clusters Score -2.831651e+07 nChanged 137343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143492 members 
Mstep: Class 2 contains 141222 members 
Entering Unmasked Estep 
Score: -28396674.000000 Penalty: 6229.383301
	Iteration 1F: 3 clusters Score -2.839667e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144367 members 
Mstep: Class 2 contains 140347 members 
Entering Unmasked Estep 
Score: -28397930.000000 Penalty: 6229.383301
	Iteration 2Q: 3 clusters Score -2.839793e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145790 members 
Mstep: Class 2 contains 138924 members 
Entering Unmasked Estep 
Score: -28399000.000000 Penalty: 6229.383301
	Iteration 3Q: 3 clusters Score -2.8399e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148104 members 
Mstep: Class 2 contains 136610 members 
Entering Unmasked Estep 
Score: -28400124.000000 Penalty: 6229.383301
	Iteration 4Q: 3 clusters Score -2.840012e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151708 members 
Mstep: Class 2 contains 133006 members 
Entering Unmasked Estep 
Score: -28401874.000000 Penalty: 6229.383301
	Iteration 5Q: 3 clusters Score -2.840187e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157287 members 
Mstep: Class 2 contains 127427 members 
Entering Unmasked Estep 
Score: -28404454.000000 Penalty: 6229.383301
	Iteration 6Q: 3 clusters Score -2.840445e+07 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165717 members 
Mstep: Class 2 contains 118997 members 
Entering Unmasked Estep 
Score: -28408780.000000 Penalty: 6229.383301
	Iteration 7Q: 3 clusters Score -2.840878e+07 nChanged 14792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177671 members 
Mstep: Class 2 contains 107043 members 
Entering Unmasked Estep 
Score: -28416302.000000 Penalty: 6229.383301
	Iteration 8F: 3 clusters Score -2.84163e+07 nChanged 18536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193089 members 
Mstep: Class 2 contains 91625 members 
Entering Unmasked Estep 
Score: -28427392.000000 Penalty: 6229.383301
	Iteration 9F: 3 clusters Score -2.842739e+07 nChanged 20156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209887 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
Score: -28440760.000000 Penalty: 6229.383301
	Iteration 10F: 3 clusters Score -2.844076e+07 nChanged 18057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223920 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -28453666.000000 Penalty: 6229.383301
	Iteration 11F: 3 clusters Score -2.845367e+07 nChanged 13808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233226 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -28462472.000000 Penalty: 6229.383301
	Iteration 12Q: 3 clusters Score -2.846247e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239005 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -28467246.000000 Penalty: 6229.383301
	Iteration 13Q: 3 clusters Score -2.846725e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243452 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -28470018.000000 Penalty: 6229.383301
	Iteration 14Q: 3 clusters Score -2.847002e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247318 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -28472110.000000 Penalty: 6229.383301
	Iteration 15Q: 3 clusters Score -2.847211e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250934 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -28473878.000000 Penalty: 6229.383301
	Iteration 16Q: 3 clusters Score -2.847388e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254347 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -28475584.000000 Penalty: 6229.383301
	Iteration 17Q: 3 clusters Score -2.847558e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257627 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -28477482.000000 Penalty: 6229.383301
	Iteration 18Q: 3 clusters Score -2.847748e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260767 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -28479390.000000 Penalty: 6229.383301
	Iteration 19Q: 3 clusters Score -2.847939e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263664 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -28481056.000000 Penalty: 6229.383301
	Iteration 20F: 3 clusters Score -2.848106e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266273 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -28482682.000000 Penalty: 6229.383301
	Iteration 21Q: 3 clusters Score -2.848268e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268636 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -28484426.000000 Penalty: 6229.383301
	Iteration 22Q: 3 clusters Score -2.848443e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270798 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -28486180.000000 Penalty: 6229.383301
	Iteration 23Q: 3 clusters Score -2.848618e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272623 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -28487596.000000 Penalty: 6229.383301
	Iteration 24Q: 3 clusters Score -2.84876e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274148 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -28488674.000000 Penalty: 6229.383301
	Iteration 25Q: 3 clusters Score -2.848867e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275472 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -28489658.000000 Penalty: 6229.383301
	Iteration 26Q: 3 clusters Score -2.848966e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276561 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -28490512.000000 Penalty: 6229.383301
	Iteration 27Q: 3 clusters Score -2.849051e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277453 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -28491170.000000 Penalty: 6229.383301
	Iteration 28Q: 3 clusters Score -2.849117e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278185 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -28491678.000000 Penalty: 6229.383301
	Iteration 29Q: 3 clusters Score -2.849168e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278773 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -28491968.000000 Penalty: 6229.383301
	Iteration 30Q: 3 clusters Score -2.849197e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279287 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -28492308.000000 Penalty: 6229.383301
	Iteration 31Q: 3 clusters Score -2.849231e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279716 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -28492620.000000 Penalty: 6229.383301
	Iteration 32Q: 3 clusters Score -2.849262e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280075 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -28492822.000000 Penalty: 6229.383301
	Iteration 33Q: 3 clusters Score -2.849282e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280379 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -28492986.000000 Penalty: 6229.383301
	Iteration 34Q: 3 clusters Score -2.849299e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280673 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -28493168.000000 Penalty: 6229.383301
	Iteration 35Q: 3 clusters Score -2.849317e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280921 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -28493260.000000 Penalty: 6229.383301
	Iteration 36Q: 3 clusters Score -2.849326e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281138 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -28493400.000000 Penalty: 6229.383301
	Iteration 37Q: 3 clusters Score -2.84934e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281310 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -28493518.000000 Penalty: 6229.383301
	Iteration 38Q: 3 clusters Score -2.849352e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281460 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -28493608.000000 Penalty: 6229.383301
	Iteration 39Q: 3 clusters Score -2.849361e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281597 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -28493658.000000 Penalty: 6229.383301
	Iteration 40F: 3 clusters Score -2.849366e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281704 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -28493678.000000 Penalty: 6229.383301
	Iteration 41Q: 3 clusters Score -2.849368e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281786 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -28493710.000000 Penalty: 6229.383301
	Iteration 42Q: 3 clusters Score -2.849371e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281869 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -28493682.000000 Penalty: 6229.383301
	Iteration 43Q: 3 clusters Score -2.849368e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281936 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -28493714.000000 Penalty: 6229.383301
	Iteration 44Q: 3 clusters Score -2.849371e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281991 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -28493772.000000 Penalty: 6229.383301
	Iteration 45Q: 3 clusters Score -2.849377e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282039 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -28493794.000000 Penalty: 6229.383301
	Iteration 46Q: 3 clusters Score -2.849379e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282077 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -28493818.000000 Penalty: 6229.383301
	Iteration 47Q: 3 clusters Score -2.849382e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282115 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -28493830.000000 Penalty: 6229.383301
	Iteration 48Q: 3 clusters Score -2.849383e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282151 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -28493876.000000 Penalty: 6229.383301
	Iteration 49Q: 3 clusters Score -2.849388e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282177 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -28493896.000000 Penalty: 6229.383301
	Iteration 50Q: 3 clusters Score -2.84939e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282215 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -28493916.000000 Penalty: 6229.383301
	Iteration 51Q: 3 clusters Score -2.849392e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282241 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -28493930.000000 Penalty: 6229.383301
	Iteration 52Q: 3 clusters Score -2.849393e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282267 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -28493960.000000 Penalty: 6229.383301
	Iteration 53Q: 3 clusters Score -2.849396e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282293 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -28493958.000000 Penalty: 6229.383301
	Iteration 54Q: 3 clusters Score -2.849396e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282307 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -28493968.000000 Penalty: 6229.383301
	Iteration 55Q: 3 clusters Score -2.849397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282318 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -28493976.000000 Penalty: 6229.383301
	Iteration 56Q: 3 clusters Score -2.849398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282325 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -28493984.000000 Penalty: 6229.383301
	Iteration 57Q: 3 clusters Score -2.849398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282330 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -28494012.000000 Penalty: 6229.383301
	Iteration 58Q: 3 clusters Score -2.849401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282336 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -28494018.000000 Penalty: 6229.383301
	Iteration 59Q: 3 clusters Score -2.849402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282340 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -28494030.000000 Penalty: 6229.383301
	Iteration 60F: 3 clusters Score -2.849403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282340 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -28494034.000000 Penalty: 6229.383301
	Iteration 61Q: 3 clusters Score -2.849403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282343 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -28494034.000000 Penalty: 6229.383301
	Iteration 62Q: 3 clusters Score -2.849403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282344 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -28494028.000000 Penalty: 6229.383301
	Iteration 63Q: 3 clusters Score -2.849403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282350 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -28494022.000000 Penalty: 6229.383301
	Iteration 64Q: 3 clusters Score -2.849402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282355 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -28494032.000000 Penalty: 6229.383301
	Iteration 65Q: 3 clusters Score -2.849403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282364 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -28494032.000000 Penalty: 6229.383301
	Iteration 66Q: 3 clusters Score -2.849403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282368 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -28494028.000000 Penalty: 6229.383301
	Iteration 67Q: 3 clusters Score -2.849403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282374 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -28494050.000000 Penalty: 6229.383301
	Iteration 68Q: 3 clusters Score -2.849405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282379 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -28494048.000000 Penalty: 6229.383301
	Iteration 69Q: 3 clusters Score -2.849405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282383 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -28494034.000000 Penalty: 6229.383301
	Iteration 70Q: 3 clusters Score -2.849403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282388 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -28494038.000000 Penalty: 6229.383301
	Iteration 71Q: 3 clusters Score -2.849404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282392 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -28494028.000000 Penalty: 6229.383301
	Iteration 72Q: 3 clusters Score -2.849403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282398 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -28494040.000000 Penalty: 6229.383301
	Iteration 73Q: 3 clusters Score -2.849404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282407 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -28494056.000000 Penalty: 6229.383301
	Iteration 74Q: 3 clusters Score -2.849406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282408 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -28494044.000000 Penalty: 6229.383301
	Iteration 75Q: 3 clusters Score -2.849404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282413 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -28494050.000000 Penalty: 6229.383301
	Iteration 76Q: 3 clusters Score -2.849405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282415 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -28494046.000000 Penalty: 6229.383301
	Iteration 77Q: 3 clusters Score -2.849405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282416 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -28494038.000000 Penalty: 6229.383301
	Iteration 78Q: 3 clusters Score -2.849404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282415 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -28494030.000000 Penalty: 6229.383301
	Iteration 79Q: 3 clusters Score -2.849403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282415 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -28494030.000000 Penalty: 6229.383301
	Iteration 80F: 3 clusters Score -2.849403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Entering Unmasked Estep 
Score: -4392231.000000 Penalty: 2647.773926
	Iteration 0F: 2 clusters Score -4392231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4362850.500000 Penalty: 5295.547852
	Iteration 0F: 3 clusters Score -4362850 nChanged 19917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -4373750.500000 Penalty: 5295.547852
	Iteration 1F: 3 clusters Score -4373750 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -4374190.500000 Penalty: 5295.547852
	Iteration 2Q: 3 clusters Score -4374190 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -4374614.000000 Penalty: 5295.547852
	Iteration 3Q: 3 clusters Score -4374614 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4375121.500000 Penalty: 5295.547852
	Iteration 4Q: 3 clusters Score -4375122 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4375821.500000 Penalty: 5295.547852
	Iteration 5Q: 3 clusters Score -4375822 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -4376776.000000 Penalty: 5295.547852
	Iteration 6Q: 3 clusters Score -4376776 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -4378385.000000 Penalty: 5295.547852
	Iteration 7F: 3 clusters Score -4378385 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -4380806.500000 Penalty: 5295.547852
	Iteration 8F: 3 clusters Score -4380806 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -4384005.000000 Penalty: 5295.547852
	Iteration 9F: 3 clusters Score -4384005 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4386967.500000 Penalty: 5295.547852
	Iteration 10F: 3 clusters Score -4386968 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4388748.000000 Penalty: 5295.547852
	Iteration 11Q: 3 clusters Score -4388748 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4389416.000000 Penalty: 5295.547852
	Iteration 12Q: 3 clusters Score -4389416 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4389659.500000 Penalty: 5295.547852
	Iteration 13Q: 3 clusters Score -4389660 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4389768.500000 Penalty: 5295.547852
	Iteration 14Q: 3 clusters Score -4389768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4389820.000000 Penalty: 5295.547852
	Iteration 15Q: 3 clusters Score -4389820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4389847.500000 Penalty: 5295.547852
	Iteration 16Q: 3 clusters Score -4389848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4389865.500000 Penalty: 5295.547852
	Iteration 17Q: 3 clusters Score -4389866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4389877.000000 Penalty: 5295.547852
	Iteration 18Q: 3 clusters Score -4389877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4389881.000000 Penalty: 5295.547852
	Iteration 19Q: 3 clusters Score -4389881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4389890.000000 Penalty: 5295.547852
	Iteration 20F: 3 clusters Score -4389890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4389900.500000 Penalty: 5295.547852
	Iteration 21Q: 3 clusters Score -4389900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4389904.500000 Penalty: 5295.547852
	Iteration 22Q: 3 clusters Score -4389904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4389902.500000 Penalty: 5295.547852
	Iteration 23Q: 3 clusters Score -4389902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4389902.500000 Penalty: 5295.547852
	Iteration 24F: 3 clusters Score -4389902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Entering Unmasked Estep 
Score: -1593066.250000 Penalty: 2407.015381
	Iteration 0F: 2 clusters Score -1593066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1581362.250000 Penalty: 4814.030762
	Iteration 0F: 3 clusters Score -1581362 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1585386.250000 Penalty: 4814.030762
	Iteration 1F: 3 clusters Score -1585386 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1586027.375000 Penalty: 4814.030762
	Iteration 2F: 3 clusters Score -1586027 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1586726.500000 Penalty: 4814.030762
	Iteration 3F: 3 clusters Score -1586726 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1587573.125000 Penalty: 4814.030762
	Iteration 4F: 3 clusters Score -1587573 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1588434.875000 Penalty: 4814.030762
	Iteration 5F: 3 clusters Score -1588435 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1589145.625000 Penalty: 4814.030762
	Iteration 6F: 3 clusters Score -1589146 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1589601.375000 Penalty: 4814.030762
	Iteration 7Q: 3 clusters Score -1589601 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1589872.500000 Penalty: 4814.030762
	Iteration 8Q: 3 clusters Score -1589872 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1590072.250000 Penalty: 4814.030762
	Iteration 9Q: 3 clusters Score -1590072 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1590222.125000 Penalty: 4814.030762
	Iteration 10Q: 3 clusters Score -1590222 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1590338.750000 Penalty: 4814.030762
	Iteration 11Q: 3 clusters Score -1590339 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1590430.750000 Penalty: 4814.030762
	Iteration 12Q: 3 clusters Score -1590431 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1590504.000000 Penalty: 4814.030762
	Iteration 13Q: 3 clusters Score -1590504 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1590565.000000 Penalty: 4814.030762
	Iteration 14Q: 3 clusters Score -1590565 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1590618.000000 Penalty: 4814.030762
	Iteration 15Q: 3 clusters Score -1590618 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1590664.500000 Penalty: 4814.030762
	Iteration 16Q: 3 clusters Score -1590664 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1590706.625000 Penalty: 4814.030762
	Iteration 17Q: 3 clusters Score -1590707 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1590735.250000 Penalty: 4814.030762
	Iteration 18Q: 3 clusters Score -1590735 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1590769.375000 Penalty: 4814.030762
	Iteration 19Q: 3 clusters Score -1590769 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1590801.500000 Penalty: 4814.030762
	Iteration 20F: 3 clusters Score -1590802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1590828.000000 Penalty: 4814.030762
	Iteration 21Q: 3 clusters Score -1590828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1590851.000000 Penalty: 4814.030762
	Iteration 22Q: 3 clusters Score -1590851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1590859.500000 Penalty: 4814.030762
	Iteration 23Q: 3 clusters Score -1590860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1590874.000000 Penalty: 4814.030762
	Iteration 24Q: 3 clusters Score -1590874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1590885.125000 Penalty: 4814.030762
	Iteration 25Q: 3 clusters Score -1590885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1590897.125000 Penalty: 4814.030762
	Iteration 26Q: 3 clusters Score -1590897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1590907.375000 Penalty: 4814.030762
	Iteration 27Q: 3 clusters Score -1590907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1590918.750000 Penalty: 4814.030762
	Iteration 28Q: 3 clusters Score -1590919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1590926.500000 Penalty: 4814.030762
	Iteration 29Q: 3 clusters Score -1590926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1590936.375000 Penalty: 4814.030762
	Iteration 30Q: 3 clusters Score -1590936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1590953.625000 Penalty: 4814.030762
	Iteration 31Q: 3 clusters Score -1590954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1590973.500000 Penalty: 4814.030762
	Iteration 32Q: 3 clusters Score -1590974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1590987.000000 Penalty: 4814.030762
	Iteration 33Q: 3 clusters Score -1590987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1591004.375000 Penalty: 4814.030762
	Iteration 34Q: 3 clusters Score -1591004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1591019.875000 Penalty: 4814.030762
	Iteration 35Q: 3 clusters Score -1591020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1591038.750000 Penalty: 4814.030762
	Iteration 36Q: 3 clusters Score -1591039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1591054.375000 Penalty: 4814.030762
	Iteration 37Q: 3 clusters Score -1591054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1591061.750000 Penalty: 4814.030762
	Iteration 38Q: 3 clusters Score -1591062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1591079.125000 Penalty: 4814.030762
	Iteration 39Q: 3 clusters Score -1591079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1591085.875000 Penalty: 4814.030762
	Iteration 40F: 3 clusters Score -1591086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1591092.750000 Penalty: 4814.030762
	Iteration 41Q: 3 clusters Score -1591093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1591098.000000 Penalty: 4814.030762
	Iteration 42Q: 3 clusters Score -1591098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1591107.125000 Penalty: 4814.030762
	Iteration 43Q: 3 clusters Score -1591107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1591111.250000 Penalty: 4814.030762
	Iteration 44Q: 3 clusters Score -1591111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1591113.500000 Penalty: 4814.030762
	Iteration 45Q: 3 clusters Score -1591114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1591117.250000 Penalty: 4814.030762
	Iteration 46Q: 3 clusters Score -1591117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1591122.000000 Penalty: 4814.030762
	Iteration 47Q: 3 clusters Score -1591122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1591119.125000 Penalty: 4814.030762
	Iteration 48Q: 3 clusters Score -1591119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1591121.125000 Penalty: 4814.030762
	Iteration 49Q: 3 clusters Score -1591121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1591121.250000 Penalty: 4814.030762
	Iteration 50Q: 3 clusters Score -1591121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1591121.250000 Penalty: 4814.030762
	Iteration 51F: 3 clusters Score -1591121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Entering Unmasked Estep 
Score: -664671.062500 Penalty: 2194.465820
	Iteration 0F: 2 clusters Score -664671.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -658968.375000 Penalty: 4388.931641
	Iteration 0F: 3 clusters Score -658968.4 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -660536.000000 Penalty: 4388.931641
	Iteration 1F: 3 clusters Score -660536 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -660930.062500 Penalty: 4388.931641
	Iteration 2F: 3 clusters Score -660930.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -661314.625000 Penalty: 4388.931641
	Iteration 3F: 3 clusters Score -661314.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -661734.750000 Penalty: 4388.931641
	Iteration 4F: 3 clusters Score -661734.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -662222.062500 Penalty: 4388.931641
	Iteration 5F: 3 clusters Score -662222.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -662783.625000 Penalty: 4388.931641
	Iteration 6F: 3 clusters Score -662783.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -663320.375000 Penalty: 4388.931641
	Iteration 7F: 3 clusters Score -663320.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -663793.062500 Penalty: 4388.931641
	Iteration 8F: 3 clusters Score -663793.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -664152.625000 Penalty: 4388.931641
	Iteration 9Q: 3 clusters Score -664152.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -664350.750000 Penalty: 4388.931641
	Iteration 10Q: 3 clusters Score -664350.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -664449.937500 Penalty: 4388.931641
	Iteration 11Q: 3 clusters Score -664449.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -664500.750000 Penalty: 4388.931641
	Iteration 12Q: 3 clusters Score -664500.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -664531.750000 Penalty: 4388.931641
	Iteration 13Q: 3 clusters Score -664531.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -664549.250000 Penalty: 4388.931641
	Iteration 14Q: 3 clusters Score -664549.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -664557.000000 Penalty: 4388.931641
	Iteration 15Q: 3 clusters Score -664557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -664561.937500 Penalty: 4388.931641
	Iteration 16Q: 3 clusters Score -664561.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -664569.437500 Penalty: 4388.931641
	Iteration 17Q: 3 clusters Score -664569.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -664569.812500 Penalty: 4388.931641
	Iteration 18Q: 3 clusters Score -664569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -664570.937500 Penalty: 4388.931641
	Iteration 19Q: 3 clusters Score -664570.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -664570.937500 Penalty: 4388.931641
	Iteration 20F: 3 clusters Score -664570.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Entering Unmasked Estep 
Score: -1343019.625000 Penalty: 2359.250732
	Iteration 0F: 2 clusters Score -1343020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1333087.375000 Penalty: 4718.501465
	Iteration 0F: 3 clusters Score -1333087 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1336183.375000 Penalty: 4718.501465
	Iteration 1F: 3 clusters Score -1336183 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1336594.500000 Penalty: 4718.501465
	Iteration 2F: 3 clusters Score -1336594 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1336961.000000 Penalty: 4718.501465
	Iteration 3F: 3 clusters Score -1336961 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1337277.250000 Penalty: 4718.501465
	Iteration 4Q: 3 clusters Score -1337277 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1337600.500000 Penalty: 4718.501465
	Iteration 5Q: 3 clusters Score -1337600 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1337973.250000 Penalty: 4718.501465
	Iteration 6Q: 3 clusters Score -1337973 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1338416.375000 Penalty: 4718.501465
	Iteration 7Q: 3 clusters Score -1338416 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1338935.125000 Penalty: 4718.501465
	Iteration 8F: 3 clusters Score -1338935 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1339494.625000 Penalty: 4718.501465
	Iteration 9F: 3 clusters Score -1339495 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1340067.875000 Penalty: 4718.501465
	Iteration 10F: 3 clusters Score -1340068 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1340599.250000 Penalty: 4718.501465
	Iteration 11Q: 3 clusters Score -1340599 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1341131.000000 Penalty: 4718.501465
	Iteration 12Q: 3 clusters Score -1341131 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1341598.375000 Penalty: 4718.501465
	Iteration 13Q: 3 clusters Score -1341598 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1341943.500000 Penalty: 4718.501465
	Iteration 14Q: 3 clusters Score -1341944 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1342155.750000 Penalty: 4718.501465
	Iteration 15Q: 3 clusters Score -1342156 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1342300.125000 Penalty: 4718.501465
	Iteration 16Q: 3 clusters Score -1342300 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1342380.500000 Penalty: 4718.501465
	Iteration 17Q: 3 clusters Score -1342380 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1342442.125000 Penalty: 4718.501465
	Iteration 18Q: 3 clusters Score -1342442 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1342488.500000 Penalty: 4718.501465
	Iteration 19Q: 3 clusters Score -1342488 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1342530.750000 Penalty: 4718.501465
	Iteration 20F: 3 clusters Score -1342531 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1342556.000000 Penalty: 4718.501465
	Iteration 21Q: 3 clusters Score -1342556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1342562.250000 Penalty: 4718.501465
	Iteration 22Q: 3 clusters Score -1342562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1342569.250000 Penalty: 4718.501465
	Iteration 23Q: 3 clusters Score -1342569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1342575.500000 Penalty: 4718.501465
	Iteration 24Q: 3 clusters Score -1342576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1342578.500000 Penalty: 4718.501465
	Iteration 25Q: 3 clusters Score -1342578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1342581.750000 Penalty: 4718.501465
	Iteration 26Q: 3 clusters Score -1342582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1342580.875000 Penalty: 4718.501465
	Iteration 27Q: 3 clusters Score -1342581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1342582.375000 Penalty: 4718.501465
	Iteration 28Q: 3 clusters Score -1342582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1342587.000000 Penalty: 4718.501465
	Iteration 29Q: 3 clusters Score -1342587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1342587.875000 Penalty: 4718.501465
	Iteration 30Q: 3 clusters Score -1342588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1342587.000000 Penalty: 4718.501465
	Iteration 31Q: 3 clusters Score -1342587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1342586.125000 Penalty: 4718.501465
	Iteration 32Q: 3 clusters Score -1342586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1342586.125000 Penalty: 4718.501465
	Iteration 33Q: 3 clusters Score -1342586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1342587.375000 Penalty: 4718.501465
	Iteration 34Q: 3 clusters Score -1342587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1342587.500000 Penalty: 4718.501465
	Iteration 35Q: 3 clusters Score -1342588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1342588.750000 Penalty: 4718.501465
	Iteration 36Q: 3 clusters Score -1342589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1342588.875000 Penalty: 4718.501465
	Iteration 37Q: 3 clusters Score -1342589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1342588.875000 Penalty: 4718.501465
	Iteration 38F: 3 clusters Score -1342589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (205351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205351 members 
Entering Unmasked Estep 
Score: -20698878.000000 Penalty: 3033.654053
	Iteration 0F: 2 clusters Score -2.069888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102592 members 
Mstep: Class 2 contains 102759 members 
Entering Unmasked Estep 
Score: -20562076.000000 Penalty: 6067.308105
	Iteration 0F: 3 clusters Score -2.056208e+07 nChanged 98849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 102614 members 
Entering Unmasked Estep 
Score: -20619042.000000 Penalty: 6067.308105
	Iteration 1F: 3 clusters Score -2.061904e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102401 members 
Mstep: Class 2 contains 102950 members 
Entering Unmasked Estep 
Score: -20619952.000000 Penalty: 6067.308105
	Iteration 2Q: 3 clusters Score -2.061995e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101738 members 
Mstep: Class 2 contains 103613 members 
Entering Unmasked Estep 
Score: -20620864.000000 Penalty: 6067.308105
	Iteration 3Q: 3 clusters Score -2.062086e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100742 members 
Mstep: Class 2 contains 104609 members 
Entering Unmasked Estep 
Score: -20621678.000000 Penalty: 6067.308105
	Iteration 4Q: 3 clusters Score -2.062168e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99261 members 
Mstep: Class 2 contains 106090 members 
Entering Unmasked Estep 
Score: -20622440.000000 Penalty: 6067.308105
	Iteration 5Q: 3 clusters Score -2.062244e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96917 members 
Mstep: Class 2 contains 108434 members 
Entering Unmasked Estep 
Score: -20623820.000000 Penalty: 6067.308105
	Iteration 6Q: 3 clusters Score -2.062382e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93411 members 
Mstep: Class 2 contains 111940 members 
Entering Unmasked Estep 
Score: -20625446.000000 Penalty: 6067.308105
	Iteration 7Q: 3 clusters Score -2.062545e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 117066 members 
Entering Unmasked Estep 
Score: -20628102.000000 Penalty: 6067.308105
	Iteration 8Q: 3 clusters Score -2.06281e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80956 members 
Mstep: Class 2 contains 124395 members 
Entering Unmasked Estep 
Score: -20632738.000000 Penalty: 6067.308105
	Iteration 9Q: 3 clusters Score -2.063274e+07 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 134139 members 
Entering Unmasked Estep 
Score: -20639670.000000 Penalty: 6067.308105
	Iteration 10F: 3 clusters Score -2.063967e+07 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 145515 members 
Entering Unmasked Estep 
Score: -20649842.000000 Penalty: 6067.308105
	Iteration 11F: 3 clusters Score -2.064984e+07 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 156590 members 
Entering Unmasked Estep 
Score: -20660778.000000 Penalty: 6067.308105
	Iteration 12F: 3 clusters Score -2.066078e+07 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 165541 members 
Entering Unmasked Estep 
Score: -20669234.000000 Penalty: 6067.308105
	Iteration 13F: 3 clusters Score -2.066923e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 172205 members 
Entering Unmasked Estep 
Score: -20674600.000000 Penalty: 6067.308105
	Iteration 14Q: 3 clusters Score -2.06746e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 177712 members 
Entering Unmasked Estep 
Score: -20678284.000000 Penalty: 6067.308105
	Iteration 15Q: 3 clusters Score -2.067828e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 182704 members 
Entering Unmasked Estep 
Score: -20681508.000000 Penalty: 6067.308105
	Iteration 16Q: 3 clusters Score -2.068151e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 187226 members 
Entering Unmasked Estep 
Score: -20684300.000000 Penalty: 6067.308105
	Iteration 17Q: 3 clusters Score -2.06843e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 191154 members 
Entering Unmasked Estep 
Score: -20686874.000000 Penalty: 6067.308105
	Iteration 18Q: 3 clusters Score -2.068687e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 194547 members 
Entering Unmasked Estep 
Score: -20689330.000000 Penalty: 6067.308105
	Iteration 19Q: 3 clusters Score -2.068933e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 197343 members 
Entering Unmasked Estep 
Score: -20691270.000000 Penalty: 6067.308105
	Iteration 20F: 3 clusters Score -2.069127e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 199544 members 
Entering Unmasked Estep 
Score: -20692886.000000 Penalty: 6067.308105
	Iteration 21Q: 3 clusters Score -2.069289e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 201161 members 
Entering Unmasked Estep 
Score: -20693966.000000 Penalty: 6067.308105
	Iteration 22Q: 3 clusters Score -2.069397e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 202328 members 
Entering Unmasked Estep 
Score: -20694742.000000 Penalty: 6067.308105
	Iteration 23Q: 3 clusters Score -2.069474e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 203073 members 
Entering Unmasked Estep 
Score: -20695204.000000 Penalty: 6067.308105
	Iteration 24Q: 3 clusters Score -2.06952e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 203593 members 
Entering Unmasked Estep 
Score: -20695504.000000 Penalty: 6067.308105
	Iteration 25Q: 3 clusters Score -2.06955e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 203928 members 
Entering Unmasked Estep 
Score: -20695688.000000 Penalty: 6067.308105
	Iteration 26Q: 3 clusters Score -2.069569e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 204159 members 
Entering Unmasked Estep 
Score: -20695862.000000 Penalty: 6067.308105
	Iteration 27Q: 3 clusters Score -2.069586e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 204317 members 
Entering Unmasked Estep 
Score: -20695964.000000 Penalty: 6067.308105
	Iteration 28Q: 3 clusters Score -2.069596e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 204422 members 
Entering Unmasked Estep 
Score: -20696078.000000 Penalty: 6067.308105
	Iteration 29Q: 3 clusters Score -2.069608e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 204496 members 
Entering Unmasked Estep 
Score: -20696120.000000 Penalty: 6067.308105
	Iteration 30Q: 3 clusters Score -2.069612e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 204552 members 
Entering Unmasked Estep 
Score: -20696154.000000 Penalty: 6067.308105
	Iteration 31Q: 3 clusters Score -2.069615e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 204580 members 
Entering Unmasked Estep 
Score: -20696178.000000 Penalty: 6067.308105
	Iteration 32Q: 3 clusters Score -2.069618e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 204595 members 
Entering Unmasked Estep 
Score: -20696172.000000 Penalty: 6067.308105
	Iteration 33Q: 3 clusters Score -2.069617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 204608 members 
Entering Unmasked Estep 
Score: -20696184.000000 Penalty: 6067.308105
	Iteration 34Q: 3 clusters Score -2.069618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 204616 members 
Entering Unmasked Estep 
Score: -20696174.000000 Penalty: 6067.308105
	Iteration 35Q: 3 clusters Score -2.069617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 204626 members 
Entering Unmasked Estep 
Score: -20696176.000000 Penalty: 6067.308105
	Iteration 36Q: 3 clusters Score -2.069618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 204640 members 
Entering Unmasked Estep 
Score: -20696200.000000 Penalty: 6067.308105
	Iteration 37Q: 3 clusters Score -2.06962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 204653 members 
Entering Unmasked Estep 
Score: -20696190.000000 Penalty: 6067.308105
	Iteration 38Q: 3 clusters Score -2.069619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 204661 members 
Entering Unmasked Estep 
Score: -20696196.000000 Penalty: 6067.308105
	Iteration 39Q: 3 clusters Score -2.06962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 204669 members 
Entering Unmasked Estep 
Score: -20696198.000000 Penalty: 6067.308105
	Iteration 40F: 3 clusters Score -2.06962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 204675 members 
Entering Unmasked Estep 
Score: -20696204.000000 Penalty: 6067.308105
	Iteration 41Q: 3 clusters Score -2.06962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 204677 members 
Entering Unmasked Estep 
Score: -20696204.000000 Penalty: 6067.308105
	Iteration 42Q: 3 clusters Score -2.06962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 204678 members 
Entering Unmasked Estep 
Score: -20696224.000000 Penalty: 6067.308105
	Iteration 43Q: 3 clusters Score -2.069622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 204681 members 
Entering Unmasked Estep 
Score: -20696230.000000 Penalty: 6067.308105
	Iteration 44Q: 3 clusters Score -2.069623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 204683 members 
Entering Unmasked Estep 
Score: -20696220.000000 Penalty: 6067.308105
	Iteration 45Q: 3 clusters Score -2.069622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 204684 members 
Entering Unmasked Estep 
Score: -20696236.000000 Penalty: 6067.308105
	Iteration 46Q: 3 clusters Score -2.069624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 204688 members 
Entering Unmasked Estep 
Score: -20696230.000000 Penalty: 6067.308105
	Iteration 47Q: 3 clusters Score -2.069623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 204692 members 
Entering Unmasked Estep 
Score: -20696228.000000 Penalty: 6067.308105
	Iteration 48Q: 3 clusters Score -2.069623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 204694 members 
Entering Unmasked Estep 
Score: -20696236.000000 Penalty: 6067.308105
	Iteration 49Q: 3 clusters Score -2.069624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 204696 members 
Entering Unmasked Estep 
Score: -20696226.000000 Penalty: 6067.308105
	Iteration 50Q: 3 clusters Score -2.069623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 204696 members 
Entering Unmasked Estep 
Score: -20696226.000000 Penalty: 6067.308105
	Iteration 51F: 3 clusters Score -2.069623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -417046.437500 Penalty: 2079.034668
	Iteration 0F: 2 clusters Score -417046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -412938.125000 Penalty: 4158.069336
	Iteration 0F: 3 clusters Score -412938.1 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -413950.562500 Penalty: 4158.069336
	Iteration 1F: 3 clusters Score -413950.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -414250.031250 Penalty: 4158.069336
	Iteration 2F: 3 clusters Score -414250 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -414477.031250 Penalty: 4158.069336
	Iteration 3F: 3 clusters Score -414477 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -414621.281250 Penalty: 4158.069336
	Iteration 4F: 3 clusters Score -414621.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -414692.937500 Penalty: 4158.069336
	Iteration 5Q: 3 clusters Score -414692.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -414743.375000 Penalty: 4158.069336
	Iteration 6Q: 3 clusters Score -414743.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -414782.906250 Penalty: 4158.069336
	Iteration 7Q: 3 clusters Score -414782.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -414820.843750 Penalty: 4158.069336
	Iteration 8Q: 3 clusters Score -414820.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -414855.312500 Penalty: 4158.069336
	Iteration 9Q: 3 clusters Score -414855.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -414887.031250 Penalty: 4158.069336
	Iteration 10Q: 3 clusters Score -414887 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -414915.218750 Penalty: 4158.069336
	Iteration 11Q: 3 clusters Score -414915.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -414937.656250 Penalty: 4158.069336
	Iteration 12Q: 3 clusters Score -414937.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -414967.093750 Penalty: 4158.069336
	Iteration 13Q: 3 clusters Score -414967.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -414996.593750 Penalty: 4158.069336
	Iteration 14Q: 3 clusters Score -414996.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -415038.906250 Penalty: 4158.069336
	Iteration 15Q: 3 clusters Score -415038.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -415089.593750 Penalty: 4158.069336
	Iteration 16Q: 3 clusters Score -415089.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -415160.343750 Penalty: 4158.069336
	Iteration 17Q: 3 clusters Score -415160.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -415244.906250 Penalty: 4158.069336
	Iteration 18Q: 3 clusters Score -415244.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -415333.468750 Penalty: 4158.069336
	Iteration 19Q: 3 clusters Score -415333.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -415424.625000 Penalty: 4158.069336
	Iteration 20F: 3 clusters Score -415424.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -415513.312500 Penalty: 4158.069336
	Iteration 21Q: 3 clusters Score -415513.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -415595.437500 Penalty: 4158.069336
	Iteration 22Q: 3 clusters Score -415595.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -415663.812500 Penalty: 4158.069336
	Iteration 23Q: 3 clusters Score -415663.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -415735.718750 Penalty: 4158.069336
	Iteration 24Q: 3 clusters Score -415735.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -415792.906250 Penalty: 4158.069336
	Iteration 25Q: 3 clusters Score -415792.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -415840.000000 Penalty: 4158.069336
	Iteration 26Q: 3 clusters Score -415840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -415878.968750 Penalty: 4158.069336
	Iteration 27Q: 3 clusters Score -415879 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -415913.500000 Penalty: 4158.069336
	Iteration 28Q: 3 clusters Score -415913.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -415942.031250 Penalty: 4158.069336
	Iteration 29Q: 3 clusters Score -415942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -415964.156250 Penalty: 4158.069336
	Iteration 30Q: 3 clusters Score -415964.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -415977.656250 Penalty: 4158.069336
	Iteration 31Q: 3 clusters Score -415977.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -415987.406250 Penalty: 4158.069336
	Iteration 32Q: 3 clusters Score -415987.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -415997.281250 Penalty: 4158.069336
	Iteration 33Q: 3 clusters Score -415997.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -416006.000000 Penalty: 4158.069336
	Iteration 34Q: 3 clusters Score -416006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -416014.343750 Penalty: 4158.069336
	Iteration 35Q: 3 clusters Score -416014.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -416021.156250 Penalty: 4158.069336
	Iteration 36Q: 3 clusters Score -416021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -416024.625000 Penalty: 4158.069336
	Iteration 37Q: 3 clusters Score -416024.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -416027.812500 Penalty: 4158.069336
	Iteration 38Q: 3 clusters Score -416027.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -416031.218750 Penalty: 4158.069336
	Iteration 39Q: 3 clusters Score -416031.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -416034.750000 Penalty: 4158.069336
	Iteration 40F: 3 clusters Score -416034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -416035.750000 Penalty: 4158.069336
	Iteration 41Q: 3 clusters Score -416035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -416036.468750 Penalty: 4158.069336
	Iteration 42Q: 3 clusters Score -416036.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -416036.468750 Penalty: 4158.069336
	Iteration 43F: 3 clusters Score -416036.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Entering Unmasked Estep 
Score: -596200.625000 Penalty: 2171.149170
	Iteration 0F: 2 clusters Score -596200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -590837.187500 Penalty: 4342.298340
	Iteration 0F: 3 clusters Score -590837.2 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -592360.437500 Penalty: 4342.298340
	Iteration 1F: 3 clusters Score -592360.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -592729.937500 Penalty: 4342.298340
	Iteration 2F: 3 clusters Score -592729.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -593055.687500 Penalty: 4342.298340
	Iteration 3F: 3 clusters Score -593055.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -593347.062500 Penalty: 4342.298340
	Iteration 4F: 3 clusters Score -593347.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -593561.312500 Penalty: 4342.298340
	Iteration 5F: 3 clusters Score -593561.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -593706.625000 Penalty: 4342.298340
	Iteration 6Q: 3 clusters Score -593706.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -593831.812500 Penalty: 4342.298340
	Iteration 7Q: 3 clusters Score -593831.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -593923.562500 Penalty: 4342.298340
	Iteration 8Q: 3 clusters Score -593923.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -593991.500000 Penalty: 4342.298340
	Iteration 9Q: 3 clusters Score -593991.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -594037.750000 Penalty: 4342.298340
	Iteration 10Q: 3 clusters Score -594037.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -594082.437500 Penalty: 4342.298340
	Iteration 11Q: 3 clusters Score -594082.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -594121.875000 Penalty: 4342.298340
	Iteration 12Q: 3 clusters Score -594121.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -594157.062500 Penalty: 4342.298340
	Iteration 13Q: 3 clusters Score -594157.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -594190.562500 Penalty: 4342.298340
	Iteration 14Q: 3 clusters Score -594190.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -594218.062500 Penalty: 4342.298340
	Iteration 15Q: 3 clusters Score -594218.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -594245.875000 Penalty: 4342.298340
	Iteration 16Q: 3 clusters Score -594245.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -594272.437500 Penalty: 4342.298340
	Iteration 17Q: 3 clusters Score -594272.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -594292.687500 Penalty: 4342.298340
	Iteration 18Q: 3 clusters Score -594292.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -594314.000000 Penalty: 4342.298340
	Iteration 19Q: 3 clusters Score -594314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -594337.562500 Penalty: 4342.298340
	Iteration 20F: 3 clusters Score -594337.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -594359.812500 Penalty: 4342.298340
	Iteration 21Q: 3 clusters Score -594359.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -594375.437500 Penalty: 4342.298340
	Iteration 22Q: 3 clusters Score -594375.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -594388.687500 Penalty: 4342.298340
	Iteration 23Q: 3 clusters Score -594388.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -594407.250000 Penalty: 4342.298340
	Iteration 24Q: 3 clusters Score -594407.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -594424.437500 Penalty: 4342.298340
	Iteration 25Q: 3 clusters Score -594424.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -594444.625000 Penalty: 4342.298340
	Iteration 26Q: 3 clusters Score -594444.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -594462.250000 Penalty: 4342.298340
	Iteration 27Q: 3 clusters Score -594462.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -594477.000000 Penalty: 4342.298340
	Iteration 28Q: 3 clusters Score -594477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -594493.312500 Penalty: 4342.298340
	Iteration 29Q: 3 clusters Score -594493.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -594506.562500 Penalty: 4342.298340
	Iteration 30Q: 3 clusters Score -594506.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -594519.937500 Penalty: 4342.298340
	Iteration 31Q: 3 clusters Score -594519.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -594531.875000 Penalty: 4342.298340
	Iteration 32Q: 3 clusters Score -594531.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -594536.625000 Penalty: 4342.298340
	Iteration 33Q: 3 clusters Score -594536.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -594545.375000 Penalty: 4342.298340
	Iteration 34Q: 3 clusters Score -594545.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -594552.062500 Penalty: 4342.298340
	Iteration 35Q: 3 clusters Score -594552.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -594558.875000 Penalty: 4342.298340
	Iteration 36Q: 3 clusters Score -594558.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -594565.875000 Penalty: 4342.298340
	Iteration 37Q: 3 clusters Score -594565.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -594570.687500 Penalty: 4342.298340
	Iteration 38Q: 3 clusters Score -594570.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -594576.687500 Penalty: 4342.298340
	Iteration 39Q: 3 clusters Score -594576.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -594580.625000 Penalty: 4342.298340
	Iteration 40F: 3 clusters Score -594580.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -594582.562500 Penalty: 4342.298340
	Iteration 41Q: 3 clusters Score -594582.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -594585.937500 Penalty: 4342.298340
	Iteration 42Q: 3 clusters Score -594585.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -594591.500000 Penalty: 4342.298340
	Iteration 43Q: 3 clusters Score -594591.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -594594.812500 Penalty: 4342.298340
	Iteration 44Q: 3 clusters Score -594594.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -594596.437500 Penalty: 4342.298340
	Iteration 45Q: 3 clusters Score -594596.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -594598.687500 Penalty: 4342.298340
	Iteration 46Q: 3 clusters Score -594598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -594598.437500 Penalty: 4342.298340
	Iteration 47Q: 3 clusters Score -594598.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -594598.125000 Penalty: 4342.298340
	Iteration 48Q: 3 clusters Score -594598.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -594600.625000 Penalty: 4342.298340
	Iteration 49Q: 3 clusters Score -594600.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -594601.500000 Penalty: 4342.298340
	Iteration 50Q: 3 clusters Score -594601.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -594604.062500 Penalty: 4342.298340
	Iteration 51Q: 3 clusters Score -594604.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -594603.125000 Penalty: 4342.298340
	Iteration 52Q: 3 clusters Score -594603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -594602.750000 Penalty: 4342.298340
	Iteration 53Q: 3 clusters Score -594602.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -594604.312500 Penalty: 4342.298340
	Iteration 54Q: 3 clusters Score -594604.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -594605.000000 Penalty: 4342.298340
	Iteration 55Q: 3 clusters Score -594605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -594605.000000 Penalty: 4342.298340
	Iteration 56F: 3 clusters Score -594605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (41964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Entering Unmasked Estep 
Score: -4146111.000000 Penalty: 2639.852783
	Iteration 0F: 2 clusters Score -4146111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -4117631.250000 Penalty: 5279.705566
	Iteration 0F: 3 clusters Score -4117631 nChanged 19297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -4128256.000000 Penalty: 5279.705566
	Iteration 1F: 3 clusters Score -4128256 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -4128833.250000 Penalty: 5279.705566
	Iteration 2Q: 3 clusters Score -4128833 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -4129433.250000 Penalty: 5279.705566
	Iteration 3Q: 3 clusters Score -4129433 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -4130169.000000 Penalty: 5279.705566
	Iteration 4Q: 3 clusters Score -4130169 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -4131102.250000 Penalty: 5279.705566
	Iteration 5Q: 3 clusters Score -4131102 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -4132350.750000 Penalty: 5279.705566
	Iteration 6F: 3 clusters Score -4132351 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -4133876.000000 Penalty: 5279.705566
	Iteration 7F: 3 clusters Score -4133876 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -4135605.750000 Penalty: 5279.705566
	Iteration 8F: 3 clusters Score -4135606 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -4137374.000000 Penalty: 5279.705566
	Iteration 9F: 3 clusters Score -4137374 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -4138934.000000 Penalty: 5279.705566
	Iteration 10Q: 3 clusters Score -4138934 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -4140238.750000 Penalty: 5279.705566
	Iteration 11Q: 3 clusters Score -4140239 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -4141218.500000 Penalty: 5279.705566
	Iteration 12Q: 3 clusters Score -4141218 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -4141968.000000 Penalty: 5279.705566
	Iteration 13Q: 3 clusters Score -4141968 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -4142551.750000 Penalty: 5279.705566
	Iteration 14Q: 3 clusters Score -4142552 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -4143017.500000 Penalty: 5279.705566
	Iteration 15Q: 3 clusters Score -4143018 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -4143383.000000 Penalty: 5279.705566
	Iteration 16Q: 3 clusters Score -4143383 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -4143626.250000 Penalty: 5279.705566
	Iteration 17Q: 3 clusters Score -4143626 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -4143760.000000 Penalty: 5279.705566
	Iteration 18Q: 3 clusters Score -4143760 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -4143848.000000 Penalty: 5279.705566
	Iteration 19Q: 3 clusters Score -4143848 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -4143909.250000 Penalty: 5279.705566
	Iteration 20F: 3 clusters Score -4143909 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -4143944.500000 Penalty: 5279.705566
	Iteration 21Q: 3 clusters Score -4143944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -4143972.000000 Penalty: 5279.705566
	Iteration 22Q: 3 clusters Score -4143972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -4143992.250000 Penalty: 5279.705566
	Iteration 23Q: 3 clusters Score -4143992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -4144009.500000 Penalty: 5279.705566
	Iteration 24Q: 3 clusters Score -4144010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -4144014.250000 Penalty: 5279.705566
	Iteration 25Q: 3 clusters Score -4144014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -4144031.250000 Penalty: 5279.705566
	Iteration 26Q: 3 clusters Score -4144031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -4144043.750000 Penalty: 5279.705566
	Iteration 27Q: 3 clusters Score -4144044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -4144052.750000 Penalty: 5279.705566
	Iteration 28Q: 3 clusters Score -4144053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -4144064.250000 Penalty: 5279.705566
	Iteration 29Q: 3 clusters Score -4144064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -4144066.750000 Penalty: 5279.705566
	Iteration 30Q: 3 clusters Score -4144067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -4144068.750000 Penalty: 5279.705566
	Iteration 31Q: 3 clusters Score -4144069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -4144073.250000 Penalty: 5279.705566
	Iteration 32Q: 3 clusters Score -4144073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -4144077.000000 Penalty: 5279.705566
	Iteration 33Q: 3 clusters Score -4144077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -4144082.500000 Penalty: 5279.705566
	Iteration 34Q: 3 clusters Score -4144082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -4144082.000000 Penalty: 5279.705566
	Iteration 35Q: 3 clusters Score -4144082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -4144089.750000 Penalty: 5279.705566
	Iteration 36Q: 3 clusters Score -4144090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -4144088.000000 Penalty: 5279.705566
	Iteration 37Q: 3 clusters Score -4144088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -4144088.750000 Penalty: 5279.705566
	Iteration 38Q: 3 clusters Score -4144089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -4144090.250000 Penalty: 5279.705566
	Iteration 39Q: 3 clusters Score -4144090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -4144102.750000 Penalty: 5279.705566
	Iteration 40F: 3 clusters Score -4144103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -4144098.500000 Penalty: 5279.705566
	Iteration 41Q: 3 clusters Score -4144098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -4144099.000000 Penalty: 5279.705566
	Iteration 42Q: 3 clusters Score -4144099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -4144096.750000 Penalty: 5279.705566
	Iteration 43Q: 3 clusters Score -4144097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -4144098.250000 Penalty: 5279.705566
	Iteration 44Q: 3 clusters Score -4144098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -4144101.000000 Penalty: 5279.705566
	Iteration 45Q: 3 clusters Score -4144101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -4144101.000000 Penalty: 5279.705566
	Iteration 46Q: 3 clusters Score -4144101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -4144102.500000 Penalty: 5279.705566
	Iteration 47Q: 3 clusters Score -4144102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -4144104.250000 Penalty: 5279.705566
	Iteration 48Q: 3 clusters Score -4144104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -4144104.250000 Penalty: 5279.705566
	Iteration 49F: 3 clusters Score -4144104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Entering Unmasked Estep 
Score: -2007247.875000 Penalty: 2459.659668
	Iteration 0F: 2 clusters Score -2007248 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 10039 members 
Entering Unmasked Estep 
Score: -1993155.000000 Penalty: 4919.319336
	Iteration 0F: 3 clusters Score -1993155 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1997773.875000 Penalty: 4919.319336
	Iteration 1F: 3 clusters Score -1997774 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1998112.250000 Penalty: 4919.319336
	Iteration 2Q: 3 clusters Score -1998112 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1998427.250000 Penalty: 4919.319336
	Iteration 3Q: 3 clusters Score -1998427 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1998771.375000 Penalty: 4919.319336
	Iteration 4Q: 3 clusters Score -1998771 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1999188.500000 Penalty: 4919.319336
	Iteration 5Q: 3 clusters Score -1999188 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1999696.125000 Penalty: 4919.319336
	Iteration 6Q: 3 clusters Score -1999696 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2000364.875000 Penalty: 4919.319336
	Iteration 7F: 3 clusters Score -2000365 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2001266.125000 Penalty: 4919.319336
	Iteration 8F: 3 clusters Score -2001266 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2002249.875000 Penalty: 4919.319336
	Iteration 9F: 3 clusters Score -2002250 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2003239.000000 Penalty: 4919.319336
	Iteration 10F: 3 clusters Score -2003239 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2004007.875000 Penalty: 4919.319336
	Iteration 11Q: 3 clusters Score -2004008 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2004511.125000 Penalty: 4919.319336
	Iteration 12Q: 3 clusters Score -2004511 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2004826.625000 Penalty: 4919.319336
	Iteration 13Q: 3 clusters Score -2004827 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2005032.250000 Penalty: 4919.319336
	Iteration 14Q: 3 clusters Score -2005032 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2005192.625000 Penalty: 4919.319336
	Iteration 15Q: 3 clusters Score -2005193 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2005315.750000 Penalty: 4919.319336
	Iteration 16Q: 3 clusters Score -2005316 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2005441.875000 Penalty: 4919.319336
	Iteration 17Q: 3 clusters Score -2005442 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2005548.875000 Penalty: 4919.319336
	Iteration 18Q: 3 clusters Score -2005549 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2005626.500000 Penalty: 4919.319336
	Iteration 19Q: 3 clusters Score -2005626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2005678.875000 Penalty: 4919.319336
	Iteration 20F: 3 clusters Score -2005679 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2005726.000000 Penalty: 4919.319336
	Iteration 21Q: 3 clusters Score -2005726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2005754.125000 Penalty: 4919.319336
	Iteration 22Q: 3 clusters Score -2005754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2005774.750000 Penalty: 4919.319336
	Iteration 23Q: 3 clusters Score -2005775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2005792.000000 Penalty: 4919.319336
	Iteration 24Q: 3 clusters Score -2005792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2005806.125000 Penalty: 4919.319336
	Iteration 25Q: 3 clusters Score -2005806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2005821.375000 Penalty: 4919.319336
	Iteration 26Q: 3 clusters Score -2005821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2005842.000000 Penalty: 4919.319336
	Iteration 27Q: 3 clusters Score -2005842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2005862.375000 Penalty: 4919.319336
	Iteration 28Q: 3 clusters Score -2005862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2005879.625000 Penalty: 4919.319336
	Iteration 29Q: 3 clusters Score -2005880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2005907.375000 Penalty: 4919.319336
	Iteration 30Q: 3 clusters Score -2005907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2005942.625000 Penalty: 4919.319336
	Iteration 31Q: 3 clusters Score -2005943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2005976.250000 Penalty: 4919.319336
	Iteration 32Q: 3 clusters Score -2005976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2006003.125000 Penalty: 4919.319336
	Iteration 33Q: 3 clusters Score -2006003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2006023.875000 Penalty: 4919.319336
	Iteration 34Q: 3 clusters Score -2006024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2006039.000000 Penalty: 4919.319336
	Iteration 35Q: 3 clusters Score -2006039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2006044.625000 Penalty: 4919.319336
	Iteration 36Q: 3 clusters Score -2006045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2006051.375000 Penalty: 4919.319336
	Iteration 37Q: 3 clusters Score -2006051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2006058.000000 Penalty: 4919.319336
	Iteration 38Q: 3 clusters Score -2006058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2006069.125000 Penalty: 4919.319336
	Iteration 39Q: 3 clusters Score -2006069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2006078.625000 Penalty: 4919.319336
	Iteration 40F: 3 clusters Score -2006079 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2006099.000000 Penalty: 4919.319336
	Iteration 41Q: 3 clusters Score -2006099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2006111.375000 Penalty: 4919.319336
	Iteration 42Q: 3 clusters Score -2006111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2006121.500000 Penalty: 4919.319336
	Iteration 43Q: 3 clusters Score -2006122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2006124.375000 Penalty: 4919.319336
	Iteration 44Q: 3 clusters Score -2006124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2006133.875000 Penalty: 4919.319336
	Iteration 45Q: 3 clusters Score -2006134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2006147.500000 Penalty: 4919.319336
	Iteration 46Q: 3 clusters Score -2006148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2006158.125000 Penalty: 4919.319336
	Iteration 47Q: 3 clusters Score -2006158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2006165.250000 Penalty: 4919.319336
	Iteration 48Q: 3 clusters Score -2006165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2006176.000000 Penalty: 4919.319336
	Iteration 49Q: 3 clusters Score -2006176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2006187.000000 Penalty: 4919.319336
	Iteration 50Q: 3 clusters Score -2006187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2006189.875000 Penalty: 4919.319336
	Iteration 51Q: 3 clusters Score -2006190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2006197.875000 Penalty: 4919.319336
	Iteration 52Q: 3 clusters Score -2006198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2006205.375000 Penalty: 4919.319336
	Iteration 53Q: 3 clusters Score -2006205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2006211.875000 Penalty: 4919.319336
	Iteration 54Q: 3 clusters Score -2006212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2006213.875000 Penalty: 4919.319336
	Iteration 55Q: 3 clusters Score -2006214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2006217.750000 Penalty: 4919.319336
	Iteration 56Q: 3 clusters Score -2006218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2006217.500000 Penalty: 4919.319336
	Iteration 57Q: 3 clusters Score -2006218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2006217.500000 Penalty: 4919.319336
	Iteration 58Q: 3 clusters Score -2006218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2006220.125000 Penalty: 4919.319336
	Iteration 59Q: 3 clusters Score -2006220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2006218.250000 Penalty: 4919.319336
	Iteration 60F: 3 clusters Score -2006218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2006221.250000 Penalty: 4919.319336
	Iteration 61Q: 3 clusters Score -2006221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2006222.750000 Penalty: 4919.319336
	Iteration 62Q: 3 clusters Score -2006223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2006220.750000 Penalty: 4919.319336
	Iteration 63Q: 3 clusters Score -2006221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2006220.750000 Penalty: 4919.319336
	Iteration 64F: 3 clusters Score -2006221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Entering Unmasked Estep 
Score: -1085776.875000 Penalty: 2310.670410
	Iteration 0F: 2 clusters Score -1085777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1077502.250000 Penalty: 4621.340820
	Iteration 0F: 3 clusters Score -1077502 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1079866.625000 Penalty: 4621.340820
	Iteration 1F: 3 clusters Score -1079867 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1080197.750000 Penalty: 4621.340820
	Iteration 2F: 3 clusters Score -1080198 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1080460.625000 Penalty: 4621.340820
	Iteration 3F: 3 clusters Score -1080461 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1080707.750000 Penalty: 4621.340820
	Iteration 4Q: 3 clusters Score -1080708 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1080961.625000 Penalty: 4621.340820
	Iteration 5Q: 3 clusters Score -1080962 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1081233.250000 Penalty: 4621.340820
	Iteration 6Q: 3 clusters Score -1081233 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1081546.875000 Penalty: 4621.340820
	Iteration 7Q: 3 clusters Score -1081547 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1081950.625000 Penalty: 4621.340820
	Iteration 8Q: 3 clusters Score -1081951 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1082358.625000 Penalty: 4621.340820
	Iteration 9F: 3 clusters Score -1082359 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1082726.375000 Penalty: 4621.340820
	Iteration 10Q: 3 clusters Score -1082726 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1083037.500000 Penalty: 4621.340820
	Iteration 11Q: 3 clusters Score -1083038 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1083265.625000 Penalty: 4621.340820
	Iteration 12Q: 3 clusters Score -1083266 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1083421.000000 Penalty: 4621.340820
	Iteration 13Q: 3 clusters Score -1083421 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1083519.500000 Penalty: 4621.340820
	Iteration 14Q: 3 clusters Score -1083520 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1083580.875000 Penalty: 4621.340820
	Iteration 15Q: 3 clusters Score -1083581 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1083617.125000 Penalty: 4621.340820
	Iteration 16Q: 3 clusters Score -1083617 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1083656.000000 Penalty: 4621.340820
	Iteration 17Q: 3 clusters Score -1083656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1083679.125000 Penalty: 4621.340820
	Iteration 18Q: 3 clusters Score -1083679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1083699.250000 Penalty: 4621.340820
	Iteration 19Q: 3 clusters Score -1083699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1083715.125000 Penalty: 4621.340820
	Iteration 20F: 3 clusters Score -1083715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1083726.500000 Penalty: 4621.340820
	Iteration 21Q: 3 clusters Score -1083726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1083733.125000 Penalty: 4621.340820
	Iteration 22Q: 3 clusters Score -1083733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1083744.625000 Penalty: 4621.340820
	Iteration 23Q: 3 clusters Score -1083745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1083748.875000 Penalty: 4621.340820
	Iteration 24Q: 3 clusters Score -1083749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1083754.250000 Penalty: 4621.340820
	Iteration 25Q: 3 clusters Score -1083754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1083759.375000 Penalty: 4621.340820
	Iteration 26Q: 3 clusters Score -1083759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1083763.250000 Penalty: 4621.340820
	Iteration 27Q: 3 clusters Score -1083763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1083765.375000 Penalty: 4621.340820
	Iteration 28Q: 3 clusters Score -1083765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1083768.625000 Penalty: 4621.340820
	Iteration 29Q: 3 clusters Score -1083769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1083773.125000 Penalty: 4621.340820
	Iteration 30Q: 3 clusters Score -1083773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1083774.250000 Penalty: 4621.340820
	Iteration 31Q: 3 clusters Score -1083774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1083777.250000 Penalty: 4621.340820
	Iteration 32Q: 3 clusters Score -1083777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1083779.625000 Penalty: 4621.340820
	Iteration 33Q: 3 clusters Score -1083780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1083783.750000 Penalty: 4621.340820
	Iteration 34Q: 3 clusters Score -1083784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1083788.500000 Penalty: 4621.340820
	Iteration 35Q: 3 clusters Score -1083788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1083791.750000 Penalty: 4621.340820
	Iteration 36Q: 3 clusters Score -1083792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1083793.000000 Penalty: 4621.340820
	Iteration 37Q: 3 clusters Score -1083793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1083793.000000 Penalty: 4621.340820
	Iteration 38F: 3 clusters Score -1083793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (69208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Entering Unmasked Estep 
Score: -7025871.000000 Penalty: 2763.928223
	Iteration 0F: 2 clusters Score -7025871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -6979489.000000 Penalty: 5527.856445
	Iteration 0F: 3 clusters Score -6979489 nChanged 32289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -6997720.000000 Penalty: 5527.856445
	Iteration 1F: 3 clusters Score -6997720 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -6998469.000000 Penalty: 5527.856445
	Iteration 2Q: 3 clusters Score -6998469 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -6999576.000000 Penalty: 5527.856445
	Iteration 3Q: 3 clusters Score -6999576 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -7001244.000000 Penalty: 5527.856445
	Iteration 4F: 3 clusters Score -7001244 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -7003965.500000 Penalty: 5527.856445
	Iteration 5F: 3 clusters Score -7003966 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -7008069.000000 Penalty: 5527.856445
	Iteration 6F: 3 clusters Score -7008069 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 58123 members 
Entering Unmasked Estep 
Score: -7013318.000000 Penalty: 5527.856445
	Iteration 7F: 3 clusters Score -7013318 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -7018007.000000 Penalty: 5527.856445
	Iteration 8F: 3 clusters Score -7018007 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -7020962.000000 Penalty: 5527.856445
	Iteration 9Q: 3 clusters Score -7020962 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 67574 members 
Entering Unmasked Estep 
Score: -7022278.000000 Penalty: 5527.856445
	Iteration 10Q: 3 clusters Score -7022278 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 68227 members 
Entering Unmasked Estep 
Score: -7022843.000000 Penalty: 5527.856445
	Iteration 11Q: 3 clusters Score -7022843 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -7023116.500000 Penalty: 5527.856445
	Iteration 12Q: 3 clusters Score -7023116 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -7023263.500000 Penalty: 5527.856445
	Iteration 13Q: 3 clusters Score -7023264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -7023341.000000 Penalty: 5527.856445
	Iteration 14Q: 3 clusters Score -7023341 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -7023387.000000 Penalty: 5527.856445
	Iteration 15Q: 3 clusters Score -7023387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -7023404.500000 Penalty: 5527.856445
	Iteration 16Q: 3 clusters Score -7023404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -7023443.500000 Penalty: 5527.856445
	Iteration 17Q: 3 clusters Score -7023444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -7023470.000000 Penalty: 5527.856445
	Iteration 18Q: 3 clusters Score -7023470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 68801 members 
Entering Unmasked Estep 
Score: -7023474.500000 Penalty: 5527.856445
	Iteration 19Q: 3 clusters Score -7023474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -7023485.000000 Penalty: 5527.856445
	Iteration 20F: 3 clusters Score -7023485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 68799 members 
Entering Unmasked Estep 
Score: -7023486.000000 Penalty: 5527.856445
	Iteration 21Q: 3 clusters Score -7023486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -7023493.500000 Penalty: 5527.856445
	Iteration 22Q: 3 clusters Score -7023494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -7023509.500000 Penalty: 5527.856445
	Iteration 23Q: 3 clusters Score -7023510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -7023511.000000 Penalty: 5527.856445
	Iteration 24Q: 3 clusters Score -7023511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -7023509.000000 Penalty: 5527.856445
	Iteration 25Q: 3 clusters Score -7023509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -7023514.500000 Penalty: 5527.856445
	Iteration 26Q: 3 clusters Score -7023514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -7023514.000000 Penalty: 5527.856445
	Iteration 27Q: 3 clusters Score -7023514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -7023516.000000 Penalty: 5527.856445
	Iteration 28Q: 3 clusters Score -7023516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -7023515.500000 Penalty: 5527.856445
	Iteration 29Q: 3 clusters Score -7023516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -7023520.500000 Penalty: 5527.856445
	Iteration 30Q: 3 clusters Score -7023520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -7023528.500000 Penalty: 5527.856445
	Iteration 31Q: 3 clusters Score -7023528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -7023522.500000 Penalty: 5527.856445
	Iteration 32Q: 3 clusters Score -7023522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -7023525.000000 Penalty: 5527.856445
	Iteration 33Q: 3 clusters Score -7023525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -7023521.000000 Penalty: 5527.856445
	Iteration 34Q: 3 clusters Score -7023521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -7023524.500000 Penalty: 5527.856445
	Iteration 35Q: 3 clusters Score -7023524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -7023524.500000 Penalty: 5527.856445
	Iteration 36F: 3 clusters Score -7023524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -114760.843750 Penalty: 1766.670898
	Iteration 0F: 2 clusters Score -114760.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -112719.085938 Penalty: 3533.341797
	Iteration 0F: 3 clusters Score -112719.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -113087.484375 Penalty: 3533.341797
	Iteration 1F: 3 clusters Score -113087.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -113221.304688 Penalty: 3533.341797
	Iteration 2F: 3 clusters Score -113221.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -113277.070312 Penalty: 3533.341797
	Iteration 3Q: 3 clusters Score -113277.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -113300.609375 Penalty: 3533.341797
	Iteration 4Q: 3 clusters Score -113300.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -113311.585938 Penalty: 3533.341797
	Iteration 5Q: 3 clusters Score -113311.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -113319.250000 Penalty: 3533.341797
	Iteration 6Q: 3 clusters Score -113319.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -113326.007812 Penalty: 3533.341797
	Iteration 7Q: 3 clusters Score -113326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -113330.265625 Penalty: 3533.341797
	Iteration 8Q: 3 clusters Score -113330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113333.484375 Penalty: 3533.341797
	Iteration 9Q: 3 clusters Score -113333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -113337.257812 Penalty: 3533.341797
	Iteration 10Q: 3 clusters Score -113337.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -113340.695312 Penalty: 3533.341797
	Iteration 11Q: 3 clusters Score -113340.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -113344.218750 Penalty: 3533.341797
	Iteration 12Q: 3 clusters Score -113344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -113345.789062 Penalty: 3533.341797
	Iteration 13Q: 3 clusters Score -113345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -113346.195312 Penalty: 3533.341797
	Iteration 14Q: 3 clusters Score -113346.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -113346.195312 Penalty: 3533.341797
	Iteration 15F: 3 clusters Score -113346.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Entering Unmasked Estep 
Score: -778116.250000 Penalty: 2218.312988
	Iteration 0F: 2 clusters Score -778116.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -771879.062500 Penalty: 4436.625977
	Iteration 0F: 3 clusters Score -771879.1 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -773560.875000 Penalty: 4436.625977
	Iteration 1F: 3 clusters Score -773560.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -773788.625000 Penalty: 4436.625977
	Iteration 2F: 3 clusters Score -773788.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -773939.500000 Penalty: 4436.625977
	Iteration 3Q: 3 clusters Score -773939.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -774032.687500 Penalty: 4436.625977
	Iteration 4Q: 3 clusters Score -774032.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -774093.750000 Penalty: 4436.625977
	Iteration 5Q: 3 clusters Score -774093.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -774156.625000 Penalty: 4436.625977
	Iteration 6Q: 3 clusters Score -774156.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -774224.625000 Penalty: 4436.625977
	Iteration 7Q: 3 clusters Score -774224.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -774287.812500 Penalty: 4436.625977
	Iteration 8Q: 3 clusters Score -774287.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -774352.937500 Penalty: 4436.625977
	Iteration 9Q: 3 clusters Score -774352.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -774413.250000 Penalty: 4436.625977
	Iteration 10Q: 3 clusters Score -774413.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -774476.562500 Penalty: 4436.625977
	Iteration 11Q: 3 clusters Score -774476.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -774538.312500 Penalty: 4436.625977
	Iteration 12Q: 3 clusters Score -774538.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -774621.750000 Penalty: 4436.625977
	Iteration 13Q: 3 clusters Score -774621.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -774724.062500 Penalty: 4436.625977
	Iteration 14Q: 3 clusters Score -774724.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -774836.500000 Penalty: 4436.625977
	Iteration 15Q: 3 clusters Score -774836.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -774965.562500 Penalty: 4436.625977
	Iteration 16Q: 3 clusters Score -774965.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -775136.312500 Penalty: 4436.625977
	Iteration 17Q: 3 clusters Score -775136.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -775294.562500 Penalty: 4436.625977
	Iteration 18Q: 3 clusters Score -775294.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -775452.437500 Penalty: 4436.625977
	Iteration 19Q: 3 clusters Score -775452.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -775609.437500 Penalty: 4436.625977
	Iteration 20F: 3 clusters Score -775609.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -775754.500000 Penalty: 4436.625977
	Iteration 21Q: 3 clusters Score -775754.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -775870.187500 Penalty: 4436.625977
	Iteration 22Q: 3 clusters Score -775870.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -775976.875000 Penalty: 4436.625977
	Iteration 23Q: 3 clusters Score -775976.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -776044.000000 Penalty: 4436.625977
	Iteration 24Q: 3 clusters Score -776044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -776092.625000 Penalty: 4436.625977
	Iteration 25Q: 3 clusters Score -776092.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -776126.750000 Penalty: 4436.625977
	Iteration 26Q: 3 clusters Score -776126.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -776150.625000 Penalty: 4436.625977
	Iteration 27Q: 3 clusters Score -776150.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -776166.875000 Penalty: 4436.625977
	Iteration 28Q: 3 clusters Score -776166.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -776175.437500 Penalty: 4436.625977
	Iteration 29Q: 3 clusters Score -776175.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -776187.187500 Penalty: 4436.625977
	Iteration 30Q: 3 clusters Score -776187.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -776199.500000 Penalty: 4436.625977
	Iteration 31Q: 3 clusters Score -776199.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -776207.062500 Penalty: 4436.625977
	Iteration 32Q: 3 clusters Score -776207.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -776218.062500 Penalty: 4436.625977
	Iteration 33Q: 3 clusters Score -776218.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -776225.875000 Penalty: 4436.625977
	Iteration 34Q: 3 clusters Score -776225.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -776232.125000 Penalty: 4436.625977
	Iteration 35Q: 3 clusters Score -776232.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -776234.500000 Penalty: 4436.625977
	Iteration 36Q: 3 clusters Score -776234.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -776236.687500 Penalty: 4436.625977
	Iteration 37Q: 3 clusters Score -776236.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -776236.312500 Penalty: 4436.625977
	Iteration 38Q: 3 clusters Score -776236.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -776236.312500 Penalty: 4436.625977
	Iteration 39F: 3 clusters Score -776236.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Entering Unmasked Estep 
Score: -1501603.875000 Penalty: 2387.727051
	Iteration 0F: 2 clusters Score -1501604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1490614.500000 Penalty: 4775.454102
	Iteration 0F: 3 clusters Score -1490614 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1494109.750000 Penalty: 4775.454102
	Iteration 1F: 3 clusters Score -1494110 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1494432.625000 Penalty: 4775.454102
	Iteration 2F: 3 clusters Score -1494433 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1494722.000000 Penalty: 4775.454102
	Iteration 3Q: 3 clusters Score -1494722 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1495023.250000 Penalty: 4775.454102
	Iteration 4Q: 3 clusters Score -1495023 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1495369.125000 Penalty: 4775.454102
	Iteration 5Q: 3 clusters Score -1495369 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1495841.750000 Penalty: 4775.454102
	Iteration 6F: 3 clusters Score -1495842 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1496442.125000 Penalty: 4775.454102
	Iteration 7F: 3 clusters Score -1496442 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1497151.000000 Penalty: 4775.454102
	Iteration 8F: 3 clusters Score -1497151 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1497846.125000 Penalty: 4775.454102
	Iteration 9F: 3 clusters Score -1497846 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1498443.125000 Penalty: 4775.454102
	Iteration 10Q: 3 clusters Score -1498443 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1498918.750000 Penalty: 4775.454102
	Iteration 11Q: 3 clusters Score -1498919 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1499227.125000 Penalty: 4775.454102
	Iteration 12Q: 3 clusters Score -1499227 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1499427.500000 Penalty: 4775.454102
	Iteration 13Q: 3 clusters Score -1499428 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1499556.125000 Penalty: 4775.454102
	Iteration 14Q: 3 clusters Score -1499556 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1499635.250000 Penalty: 4775.454102
	Iteration 15Q: 3 clusters Score -1499635 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1499691.500000 Penalty: 4775.454102
	Iteration 16Q: 3 clusters Score -1499692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1499714.625000 Penalty: 4775.454102
	Iteration 17Q: 3 clusters Score -1499715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1499740.875000 Penalty: 4775.454102
	Iteration 18Q: 3 clusters Score -1499741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1499759.625000 Penalty: 4775.454102
	Iteration 19Q: 3 clusters Score -1499760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1499767.125000 Penalty: 4775.454102
	Iteration 20F: 3 clusters Score -1499767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1499782.375000 Penalty: 4775.454102
	Iteration 21Q: 3 clusters Score -1499782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1499791.250000 Penalty: 4775.454102
	Iteration 22Q: 3 clusters Score -1499791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1499796.125000 Penalty: 4775.454102
	Iteration 23Q: 3 clusters Score -1499796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1499798.875000 Penalty: 4775.454102
	Iteration 24Q: 3 clusters Score -1499799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1499801.000000 Penalty: 4775.454102
	Iteration 25Q: 3 clusters Score -1499801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1499800.250000 Penalty: 4775.454102
	Iteration 26Q: 3 clusters Score -1499800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1499802.625000 Penalty: 4775.454102
	Iteration 27Q: 3 clusters Score -1499803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1499803.250000 Penalty: 4775.454102
	Iteration 28Q: 3 clusters Score -1499803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1499804.125000 Penalty: 4775.454102
	Iteration 29Q: 3 clusters Score -1499804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1499804.125000 Penalty: 4775.454102
	Iteration 30F: 3 clusters Score -1499804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (24129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Entering Unmasked Estep 
Score: -2478001.500000 Penalty: 2502.610107
	Iteration 0F: 2 clusters Score -2478002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2461223.250000 Penalty: 5005.220215
	Iteration 0F: 3 clusters Score -2461223 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2467089.250000 Penalty: 5005.220215
	Iteration 1F: 3 clusters Score -2467089 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2467583.500000 Penalty: 5005.220215
	Iteration 2F: 3 clusters Score -2467584 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2468023.750000 Penalty: 5005.220215
	Iteration 3Q: 3 clusters Score -2468024 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2468492.000000 Penalty: 5005.220215
	Iteration 4Q: 3 clusters Score -2468492 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2469032.750000 Penalty: 5005.220215
	Iteration 5Q: 3 clusters Score -2469033 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2469726.750000 Penalty: 5005.220215
	Iteration 6F: 3 clusters Score -2469727 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2470597.000000 Penalty: 5005.220215
	Iteration 7F: 3 clusters Score -2470597 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2471602.500000 Penalty: 5005.220215
	Iteration 8F: 3 clusters Score -2471602 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2472658.500000 Penalty: 5005.220215
	Iteration 9F: 3 clusters Score -2472658 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2473690.250000 Penalty: 5005.220215
	Iteration 10F: 3 clusters Score -2473690 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2474549.000000 Penalty: 5005.220215
	Iteration 11Q: 3 clusters Score -2474549 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2475087.750000 Penalty: 5005.220215
	Iteration 12Q: 3 clusters Score -2475088 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2475428.250000 Penalty: 5005.220215
	Iteration 13Q: 3 clusters Score -2475428 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2475604.250000 Penalty: 5005.220215
	Iteration 14Q: 3 clusters Score -2475604 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2475695.500000 Penalty: 5005.220215
	Iteration 15Q: 3 clusters Score -2475696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2475747.500000 Penalty: 5005.220215
	Iteration 16Q: 3 clusters Score -2475748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2475779.250000 Penalty: 5005.220215
	Iteration 17Q: 3 clusters Score -2475779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2475793.750000 Penalty: 5005.220215
	Iteration 18Q: 3 clusters Score -2475794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2475797.750000 Penalty: 5005.220215
	Iteration 19Q: 3 clusters Score -2475798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2475797.000000 Penalty: 5005.220215
	Iteration 20F: 3 clusters Score -2475797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2475798.250000 Penalty: 5005.220215
	Iteration 21Q: 3 clusters Score -2475798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2475797.250000 Penalty: 5005.220215
	Iteration 22Q: 3 clusters Score -2475797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2475798.500000 Penalty: 5005.220215
	Iteration 23Q: 3 clusters Score -2475798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2475803.500000 Penalty: 5005.220215
	Iteration 24Q: 3 clusters Score -2475804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2475806.250000 Penalty: 5005.220215
	Iteration 25Q: 3 clusters Score -2475806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2475806.250000 Penalty: 5005.220215
	Iteration 26F: 3 clusters Score -2475806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188766 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61889 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36380 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165087 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235451 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284714 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 205351 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20292 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69208 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148048.000000 Penalty: 131188.937500
Iteration 439Q: 38 clusters Score -1.57148e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188766 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61889 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36380 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165087 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235451 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284713 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13538 members 
Mstep: Class 27 contains 205351 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20292 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69208 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148048.000000 Penalty: 131188.937500
Iteration 440F: 38 clusters Score -1.57148e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188766 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61889 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36380 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165087 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235451 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284712 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13539 members 
Mstep: Class 27 contains 205351 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20292 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69208 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148064.000000 Penalty: 131188.937500
Iteration 441Q: 38 clusters Score -1.571481e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188766 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61889 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36380 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165087 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235451 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284711 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13540 members 
Mstep: Class 27 contains 205351 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20292 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69208 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148064.000000 Penalty: 131188.937500
Iteration 442Q: 38 clusters Score -1.571481e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 188766 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 61889 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 36380 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 13 contains 165087 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 235451 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 284711 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 13540 members 
Mstep: Class 27 contains 205351 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 41964 members 
Mstep: Class 31 contains 20292 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 69208 members 
Mstep: Class 34 contains 1241 members 
Mstep: Class 35 contains 7668 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148064.000000 Penalty: 131188.937500
Iteration 443F: 38 clusters Score -1.571481e+08 nChanged 0
Entering ConstructFrom: 
Score: -157148064.000000 Penalty: 131188.937500
Entering ConstructFrom: 
Trying to split cluster 1 (188766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188766 members 
Entering Unmasked Estep 
Score: -18965534.000000 Penalty: 3012.769287
	Iteration 0F: 2 clusters Score -1.896553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 94632 members 
Entering Unmasked Estep 
Score: -18840094.000000 Penalty: 6025.538574
	Iteration 0F: 3 clusters Score -1.884009e+07 nChanged 90396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 95796 members 
Entering Unmasked Estep 
Score: -18892492.000000 Penalty: 6025.538574
	Iteration 1F: 3 clusters Score -1.889249e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91799 members 
Mstep: Class 2 contains 96967 members 
Entering Unmasked Estep 
Score: -18893402.000000 Penalty: 6025.538574
	Iteration 2Q: 3 clusters Score -1.88934e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90014 members 
Mstep: Class 2 contains 98752 members 
Entering Unmasked Estep 
Score: -18894452.000000 Penalty: 6025.538574
	Iteration 3Q: 3 clusters Score -1.889445e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87303 members 
Mstep: Class 2 contains 101463 members 
Entering Unmasked Estep 
Score: -18895904.000000 Penalty: 6025.538574
	Iteration 4Q: 3 clusters Score -1.88959e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 105539 members 
Entering Unmasked Estep 
Score: -18897732.000000 Penalty: 6025.538574
	Iteration 5Q: 3 clusters Score -1.889773e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77201 members 
Mstep: Class 2 contains 111565 members 
Entering Unmasked Estep 
Score: -18901094.000000 Penalty: 6025.538574
	Iteration 6Q: 3 clusters Score -1.890109e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 120261 members 
Entering Unmasked Estep 
Score: -18906554.000000 Penalty: 6025.538574
	Iteration 7Q: 3 clusters Score -1.890655e+07 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 132042 members 
Entering Unmasked Estep 
Score: -18914982.000000 Penalty: 6025.538574
	Iteration 8F: 3 clusters Score -1.891498e+07 nChanged 14474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 146466 members 
Entering Unmasked Estep 
Score: -18926936.000000 Penalty: 6025.538574
	Iteration 9F: 3 clusters Score -1.892694e+07 nChanged 14931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 161381 members 
Entering Unmasked Estep 
Score: -18939978.000000 Penalty: 6025.538574
	Iteration 10F: 3 clusters Score -1.893998e+07 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 173703 members 
Entering Unmasked Estep 
Score: -18951020.000000 Penalty: 6025.538574
	Iteration 11F: 3 clusters Score -1.895102e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 181584 members 
Entering Unmasked Estep 
Score: -18957476.000000 Penalty: 6025.538574
	Iteration 12Q: 3 clusters Score -1.895748e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 185560 members 
Entering Unmasked Estep 
Score: -18960628.000000 Penalty: 6025.538574
	Iteration 13Q: 3 clusters Score -1.896063e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 187257 members 
Entering Unmasked Estep 
Score: -18961958.000000 Penalty: 6025.538574
	Iteration 14Q: 3 clusters Score -1.896196e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 187877 members 
Entering Unmasked Estep 
Score: -18962468.000000 Penalty: 6025.538574
	Iteration 15Q: 3 clusters Score -1.896247e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 188122 members 
Entering Unmasked Estep 
Score: -18962706.000000 Penalty: 6025.538574
	Iteration 16Q: 3 clusters Score -1.896271e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 188227 members 
Entering Unmasked Estep 
Score: -18962810.000000 Penalty: 6025.538574
	Iteration 17Q: 3 clusters Score -1.896281e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 188291 members 
Entering Unmasked Estep 
Score: -18962892.000000 Penalty: 6025.538574
	Iteration 18Q: 3 clusters Score -1.896289e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 188324 members 
Entering Unmasked Estep 
Score: -18962912.000000 Penalty: 6025.538574
	Iteration 19Q: 3 clusters Score -1.896291e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 188349 members 
Entering Unmasked Estep 
Score: -18962948.000000 Penalty: 6025.538574
	Iteration 20F: 3 clusters Score -1.896295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 188363 members 
Entering Unmasked Estep 
Score: -18962988.000000 Penalty: 6025.538574
	Iteration 21Q: 3 clusters Score -1.896299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 188370 members 
Entering Unmasked Estep 
Score: -18962998.000000 Penalty: 6025.538574
	Iteration 22Q: 3 clusters Score -1.8963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 188376 members 
Entering Unmasked Estep 
Score: -18963006.000000 Penalty: 6025.538574
	Iteration 23Q: 3 clusters Score -1.896301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 188379 members 
Entering Unmasked Estep 
Score: -18963016.000000 Penalty: 6025.538574
	Iteration 24Q: 3 clusters Score -1.896302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 188380 members 
Entering Unmasked Estep 
Score: -18963014.000000 Penalty: 6025.538574
	Iteration 25Q: 3 clusters Score -1.896301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 188387 members 
Entering Unmasked Estep 
Score: -18963024.000000 Penalty: 6025.538574
	Iteration 26Q: 3 clusters Score -1.896302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 188391 members 
Entering Unmasked Estep 
Score: -18963026.000000 Penalty: 6025.538574
	Iteration 27Q: 3 clusters Score -1.896303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 188393 members 
Entering Unmasked Estep 
Score: -18963034.000000 Penalty: 6025.538574
	Iteration 28Q: 3 clusters Score -1.896303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 188394 members 
Entering Unmasked Estep 
Score: -18963038.000000 Penalty: 6025.538574
	Iteration 29Q: 3 clusters Score -1.896304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 188394 members 
Entering Unmasked Estep 
Score: -18963038.000000 Penalty: 6025.538574
	Iteration 30F: 3 clusters Score -1.896304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Entering Unmasked Estep 
Score: -863368.750000 Penalty: 2247.221436
	Iteration 0F: 2 clusters Score -863368.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -856479.062500 Penalty: 4494.442871
	Iteration 0F: 3 clusters Score -856479.1 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -858525.125000 Penalty: 4494.442871
	Iteration 1F: 3 clusters Score -858525.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -858822.625000 Penalty: 4494.442871
	Iteration 2F: 3 clusters Score -858822.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -859061.812500 Penalty: 4494.442871
	Iteration 3F: 3 clusters Score -859061.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -859277.375000 Penalty: 4494.442871
	Iteration 4Q: 3 clusters Score -859277.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -859445.437500 Penalty: 4494.442871
	Iteration 5Q: 3 clusters Score -859445.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -859573.187500 Penalty: 4494.442871
	Iteration 6Q: 3 clusters Score -859573.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -859671.250000 Penalty: 4494.442871
	Iteration 7Q: 3 clusters Score -859671.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -859755.875000 Penalty: 4494.442871
	Iteration 8Q: 3 clusters Score -859755.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -859833.312500 Penalty: 4494.442871
	Iteration 9Q: 3 clusters Score -859833.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -859901.187500 Penalty: 4494.442871
	Iteration 10Q: 3 clusters Score -859901.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -859972.562500 Penalty: 4494.442871
	Iteration 11Q: 3 clusters Score -859972.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -860031.437500 Penalty: 4494.442871
	Iteration 12Q: 3 clusters Score -860031.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -860084.187500 Penalty: 4494.442871
	Iteration 13Q: 3 clusters Score -860084.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -860136.562500 Penalty: 4494.442871
	Iteration 14Q: 3 clusters Score -860136.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -860184.625000 Penalty: 4494.442871
	Iteration 15Q: 3 clusters Score -860184.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -860232.875000 Penalty: 4494.442871
	Iteration 16Q: 3 clusters Score -860232.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -860283.000000 Penalty: 4494.442871
	Iteration 17Q: 3 clusters Score -860283 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -860337.812500 Penalty: 4494.442871
	Iteration 18Q: 3 clusters Score -860337.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -860391.625000 Penalty: 4494.442871
	Iteration 19Q: 3 clusters Score -860391.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -860453.375000 Penalty: 4494.442871
	Iteration 20F: 3 clusters Score -860453.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -860527.125000 Penalty: 4494.442871
	Iteration 21Q: 3 clusters Score -860527.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -860601.687500 Penalty: 4494.442871
	Iteration 22Q: 3 clusters Score -860601.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -860673.875000 Penalty: 4494.442871
	Iteration 23Q: 3 clusters Score -860673.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -860743.687500 Penalty: 4494.442871
	Iteration 24Q: 3 clusters Score -860743.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -860828.937500 Penalty: 4494.442871
	Iteration 25Q: 3 clusters Score -860828.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -860911.750000 Penalty: 4494.442871
	Iteration 26Q: 3 clusters Score -860911.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -861006.625000 Penalty: 4494.442871
	Iteration 27Q: 3 clusters Score -861006.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -861086.625000 Penalty: 4494.442871
	Iteration 28Q: 3 clusters Score -861086.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -861147.125000 Penalty: 4494.442871
	Iteration 29Q: 3 clusters Score -861147.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -861204.500000 Penalty: 4494.442871
	Iteration 30Q: 3 clusters Score -861204.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -861251.125000 Penalty: 4494.442871
	Iteration 31Q: 3 clusters Score -861251.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -861293.125000 Penalty: 4494.442871
	Iteration 32Q: 3 clusters Score -861293.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -861322.250000 Penalty: 4494.442871
	Iteration 33Q: 3 clusters Score -861322.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -861352.812500 Penalty: 4494.442871
	Iteration 34Q: 3 clusters Score -861352.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -861385.062500 Penalty: 4494.442871
	Iteration 35Q: 3 clusters Score -861385.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -861404.625000 Penalty: 4494.442871
	Iteration 36Q: 3 clusters Score -861404.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -861420.562500 Penalty: 4494.442871
	Iteration 37Q: 3 clusters Score -861420.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -861436.437500 Penalty: 4494.442871
	Iteration 38Q: 3 clusters Score -861436.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -861449.562500 Penalty: 4494.442871
	Iteration 39Q: 3 clusters Score -861449.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -861466.187500 Penalty: 4494.442871
	Iteration 40F: 3 clusters Score -861466.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -861485.937500 Penalty: 4494.442871
	Iteration 41Q: 3 clusters Score -861485.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -861501.625000 Penalty: 4494.442871
	Iteration 42Q: 3 clusters Score -861501.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -861516.250000 Penalty: 4494.442871
	Iteration 43Q: 3 clusters Score -861516.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -861522.312500 Penalty: 4494.442871
	Iteration 44Q: 3 clusters Score -861522.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -861531.062500 Penalty: 4494.442871
	Iteration 45Q: 3 clusters Score -861531.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -861537.125000 Penalty: 4494.442871
	Iteration 46Q: 3 clusters Score -861537.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -861544.437500 Penalty: 4494.442871
	Iteration 47Q: 3 clusters Score -861544.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -861546.250000 Penalty: 4494.442871
	Iteration 48Q: 3 clusters Score -861546.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -861550.750000 Penalty: 4494.442871
	Iteration 49Q: 3 clusters Score -861550.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -861556.687500 Penalty: 4494.442871
	Iteration 50Q: 3 clusters Score -861556.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -861558.125000 Penalty: 4494.442871
	Iteration 51Q: 3 clusters Score -861558.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -861564.687500 Penalty: 4494.442871
	Iteration 52Q: 3 clusters Score -861564.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -861568.125000 Penalty: 4494.442871
	Iteration 53Q: 3 clusters Score -861568.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -861572.875000 Penalty: 4494.442871
	Iteration 54Q: 3 clusters Score -861572.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -861573.000000 Penalty: 4494.442871
	Iteration 55Q: 3 clusters Score -861573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -861579.125000 Penalty: 4494.442871
	Iteration 56Q: 3 clusters Score -861579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -861581.625000 Penalty: 4494.442871
	Iteration 57Q: 3 clusters Score -861581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -861582.437500 Penalty: 4494.442871
	Iteration 58Q: 3 clusters Score -861582.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -861583.125000 Penalty: 4494.442871
	Iteration 59Q: 3 clusters Score -861583.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -861584.500000 Penalty: 4494.442871
	Iteration 60F: 3 clusters Score -861584.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -861584.937500 Penalty: 4494.442871
	Iteration 61Q: 3 clusters Score -861584.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -861584.937500 Penalty: 4494.442871
	Iteration 62F: 3 clusters Score -861584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Entering Unmasked Estep 
Score: -907921.750000 Penalty: 2269.662109
	Iteration 0F: 2 clusters Score -907921.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -900569.125000 Penalty: 4539.324219
	Iteration 0F: 3 clusters Score -900569.1 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -902671.375000 Penalty: 4539.324219
	Iteration 1F: 3 clusters Score -902671.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -902977.000000 Penalty: 4539.324219
	Iteration 2F: 3 clusters Score -902977 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -903197.500000 Penalty: 4539.324219
	Iteration 3F: 3 clusters Score -903197.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -903409.187500 Penalty: 4539.324219
	Iteration 4Q: 3 clusters Score -903409.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -903599.937500 Penalty: 4539.324219
	Iteration 5Q: 3 clusters Score -903599.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -903786.687500 Penalty: 4539.324219
	Iteration 6Q: 3 clusters Score -903786.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -904002.875000 Penalty: 4539.324219
	Iteration 7Q: 3 clusters Score -904002.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -904266.375000 Penalty: 4539.324219
	Iteration 8Q: 3 clusters Score -904266.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -904564.812500 Penalty: 4539.324219
	Iteration 9Q: 3 clusters Score -904564.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -904855.937500 Penalty: 4539.324219
	Iteration 10Q: 3 clusters Score -904855.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -905135.062500 Penalty: 4539.324219
	Iteration 11Q: 3 clusters Score -905135.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -905367.437500 Penalty: 4539.324219
	Iteration 12Q: 3 clusters Score -905367.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -905554.062500 Penalty: 4539.324219
	Iteration 13Q: 3 clusters Score -905554.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -905699.812500 Penalty: 4539.324219
	Iteration 14Q: 3 clusters Score -905699.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -905796.937500 Penalty: 4539.324219
	Iteration 15Q: 3 clusters Score -905796.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -905867.750000 Penalty: 4539.324219
	Iteration 16Q: 3 clusters Score -905867.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -905921.187500 Penalty: 4539.324219
	Iteration 17Q: 3 clusters Score -905921.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -905962.937500 Penalty: 4539.324219
	Iteration 18Q: 3 clusters Score -905962.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -906011.562500 Penalty: 4539.324219
	Iteration 19Q: 3 clusters Score -906011.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -906043.500000 Penalty: 4539.324219
	Iteration 20F: 3 clusters Score -906043.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -906059.812500 Penalty: 4539.324219
	Iteration 21Q: 3 clusters Score -906059.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -906074.687500 Penalty: 4539.324219
	Iteration 22Q: 3 clusters Score -906074.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -906085.937500 Penalty: 4539.324219
	Iteration 23Q: 3 clusters Score -906085.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -906090.500000 Penalty: 4539.324219
	Iteration 24Q: 3 clusters Score -906090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -906091.875000 Penalty: 4539.324219
	Iteration 25Q: 3 clusters Score -906091.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -906099.250000 Penalty: 4539.324219
	Iteration 26Q: 3 clusters Score -906099.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -906108.062500 Penalty: 4539.324219
	Iteration 27Q: 3 clusters Score -906108.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -906116.625000 Penalty: 4539.324219
	Iteration 28Q: 3 clusters Score -906116.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -906121.062500 Penalty: 4539.324219
	Iteration 29Q: 3 clusters Score -906121.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -906123.125000 Penalty: 4539.324219
	Iteration 30Q: 3 clusters Score -906123.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -906128.687500 Penalty: 4539.324219
	Iteration 31Q: 3 clusters Score -906128.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -906130.562500 Penalty: 4539.324219
	Iteration 32Q: 3 clusters Score -906130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -906131.687500 Penalty: 4539.324219
	Iteration 33Q: 3 clusters Score -906131.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -906132.750000 Penalty: 4539.324219
	Iteration 34Q: 3 clusters Score -906132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -906137.687500 Penalty: 4539.324219
	Iteration 35Q: 3 clusters Score -906137.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -906142.187500 Penalty: 4539.324219
	Iteration 36Q: 3 clusters Score -906142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -906144.625000 Penalty: 4539.324219
	Iteration 37Q: 3 clusters Score -906144.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -906145.375000 Penalty: 4539.324219
	Iteration 38Q: 3 clusters Score -906145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -906146.812500 Penalty: 4539.324219
	Iteration 39Q: 3 clusters Score -906146.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -906147.125000 Penalty: 4539.324219
	Iteration 40F: 3 clusters Score -906147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -906147.937500 Penalty: 4539.324219
	Iteration 41Q: 3 clusters Score -906147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -906147.937500 Penalty: 4539.324219
	Iteration 42F: 3 clusters Score -906147.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Entering Unmasked Estep 
Score: -327116.281250 Penalty: 2021.244385
	Iteration 0F: 2 clusters Score -327116.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -323547.875000 Penalty: 4042.488770
	Iteration 0F: 3 clusters Score -323547.9 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -324380.125000 Penalty: 4042.488770
	Iteration 1F: 3 clusters Score -324380.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -324621.937500 Penalty: 4042.488770
	Iteration 2F: 3 clusters Score -324621.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -324773.656250 Penalty: 4042.488770
	Iteration 3F: 3 clusters Score -324773.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -324878.000000 Penalty: 4042.488770
	Iteration 4Q: 3 clusters Score -324878 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -324982.625000 Penalty: 4042.488770
	Iteration 5Q: 3 clusters Score -324982.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -325092.781250 Penalty: 4042.488770
	Iteration 6Q: 3 clusters Score -325092.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -325167.875000 Penalty: 4042.488770
	Iteration 7Q: 3 clusters Score -325167.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -325234.625000 Penalty: 4042.488770
	Iteration 8Q: 3 clusters Score -325234.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -325291.875000 Penalty: 4042.488770
	Iteration 9Q: 3 clusters Score -325291.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -325340.937500 Penalty: 4042.488770
	Iteration 10Q: 3 clusters Score -325340.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -325389.750000 Penalty: 4042.488770
	Iteration 11Q: 3 clusters Score -325389.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -325436.906250 Penalty: 4042.488770
	Iteration 12Q: 3 clusters Score -325436.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -325481.343750 Penalty: 4042.488770
	Iteration 13Q: 3 clusters Score -325481.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -325522.343750 Penalty: 4042.488770
	Iteration 14Q: 3 clusters Score -325522.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -325561.406250 Penalty: 4042.488770
	Iteration 15Q: 3 clusters Score -325561.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -325584.062500 Penalty: 4042.488770
	Iteration 16Q: 3 clusters Score -325584.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -325608.406250 Penalty: 4042.488770
	Iteration 17Q: 3 clusters Score -325608.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -325630.031250 Penalty: 4042.488770
	Iteration 18Q: 3 clusters Score -325630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -325654.906250 Penalty: 4042.488770
	Iteration 19Q: 3 clusters Score -325654.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -325675.656250 Penalty: 4042.488770
	Iteration 20F: 3 clusters Score -325675.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -325691.093750 Penalty: 4042.488770
	Iteration 21Q: 3 clusters Score -325691.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -325701.812500 Penalty: 4042.488770
	Iteration 22Q: 3 clusters Score -325701.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -325711.406250 Penalty: 4042.488770
	Iteration 23Q: 3 clusters Score -325711.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -325719.156250 Penalty: 4042.488770
	Iteration 24Q: 3 clusters Score -325719.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -325726.937500 Penalty: 4042.488770
	Iteration 25Q: 3 clusters Score -325726.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -325731.781250 Penalty: 4042.488770
	Iteration 26Q: 3 clusters Score -325731.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -325737.031250 Penalty: 4042.488770
	Iteration 27Q: 3 clusters Score -325737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -325742.843750 Penalty: 4042.488770
	Iteration 28Q: 3 clusters Score -325742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -325747.687500 Penalty: 4042.488770
	Iteration 29Q: 3 clusters Score -325747.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -325754.687500 Penalty: 4042.488770
	Iteration 30Q: 3 clusters Score -325754.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -325759.343750 Penalty: 4042.488770
	Iteration 31Q: 3 clusters Score -325759.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -325763.750000 Penalty: 4042.488770
	Iteration 32Q: 3 clusters Score -325763.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -325768.531250 Penalty: 4042.488770
	Iteration 33Q: 3 clusters Score -325768.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -325772.281250 Penalty: 4042.488770
	Iteration 34Q: 3 clusters Score -325772.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -325777.593750 Penalty: 4042.488770
	Iteration 35Q: 3 clusters Score -325777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -325778.906250 Penalty: 4042.488770
	Iteration 36Q: 3 clusters Score -325778.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -325779.750000 Penalty: 4042.488770
	Iteration 37Q: 3 clusters Score -325779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -325781.437500 Penalty: 4042.488770
	Iteration 38Q: 3 clusters Score -325781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -325781.156250 Penalty: 4042.488770
	Iteration 39Q: 3 clusters Score -325781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -325781.375000 Penalty: 4042.488770
	Iteration 40F: 3 clusters Score -325781.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -325782.843750 Penalty: 4042.488770
	Iteration 41Q: 3 clusters Score -325782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -325783.937500 Penalty: 4042.488770
	Iteration 42Q: 3 clusters Score -325783.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -325783.937500 Penalty: 4042.488770
	Iteration 43F: 3 clusters Score -325783.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Entering Unmasked Estep 
Score: -426417.687500 Penalty: 2115.858643
	Iteration 0F: 2 clusters Score -426417.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -421918.625000 Penalty: 4231.717285
	Iteration 0F: 3 clusters Score -421918.6 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -423215.812500 Penalty: 4231.717285
	Iteration 1F: 3 clusters Score -423215.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -423614.843750 Penalty: 4231.717285
	Iteration 2F: 3 clusters Score -423614.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -423932.031250 Penalty: 4231.717285
	Iteration 3F: 3 clusters Score -423932 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -424253.406250 Penalty: 4231.717285
	Iteration 4F: 3 clusters Score -424253.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -424557.718750 Penalty: 4231.717285
	Iteration 5F: 3 clusters Score -424557.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -424821.843750 Penalty: 4231.717285
	Iteration 6F: 3 clusters Score -424821.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -424983.437500 Penalty: 4231.717285
	Iteration 7Q: 3 clusters Score -424983.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -425074.937500 Penalty: 4231.717285
	Iteration 8Q: 3 clusters Score -425074.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -425130.031250 Penalty: 4231.717285
	Iteration 9Q: 3 clusters Score -425130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -425166.531250 Penalty: 4231.717285
	Iteration 10Q: 3 clusters Score -425166.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -425188.875000 Penalty: 4231.717285
	Iteration 11Q: 3 clusters Score -425188.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -425207.437500 Penalty: 4231.717285
	Iteration 12Q: 3 clusters Score -425207.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -425218.000000 Penalty: 4231.717285
	Iteration 13Q: 3 clusters Score -425218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -425228.156250 Penalty: 4231.717285
	Iteration 14Q: 3 clusters Score -425228.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -425236.875000 Penalty: 4231.717285
	Iteration 15Q: 3 clusters Score -425236.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -425240.468750 Penalty: 4231.717285
	Iteration 16Q: 3 clusters Score -425240.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -425244.031250 Penalty: 4231.717285
	Iteration 17Q: 3 clusters Score -425244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -425249.468750 Penalty: 4231.717285
	Iteration 18Q: 3 clusters Score -425249.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -425251.687500 Penalty: 4231.717285
	Iteration 19Q: 3 clusters Score -425251.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -425256.656250 Penalty: 4231.717285
	Iteration 20F: 3 clusters Score -425256.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -425264.156250 Penalty: 4231.717285
	Iteration 21Q: 3 clusters Score -425264.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -425271.156250 Penalty: 4231.717285
	Iteration 22Q: 3 clusters Score -425271.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -425276.250000 Penalty: 4231.717285
	Iteration 23Q: 3 clusters Score -425276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -425279.093750 Penalty: 4231.717285
	Iteration 24Q: 3 clusters Score -425279.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -425283.687500 Penalty: 4231.717285
	Iteration 25Q: 3 clusters Score -425283.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -425291.406250 Penalty: 4231.717285
	Iteration 26Q: 3 clusters Score -425291.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -425296.031250 Penalty: 4231.717285
	Iteration 27Q: 3 clusters Score -425296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -425302.000000 Penalty: 4231.717285
	Iteration 28Q: 3 clusters Score -425302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -425305.218750 Penalty: 4231.717285
	Iteration 29Q: 3 clusters Score -425305.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -425306.406250 Penalty: 4231.717285
	Iteration 30Q: 3 clusters Score -425306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -425307.437500 Penalty: 4231.717285
	Iteration 31Q: 3 clusters Score -425307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -425309.187500 Penalty: 4231.717285
	Iteration 32Q: 3 clusters Score -425309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -425309.125000 Penalty: 4231.717285
	Iteration 33Q: 3 clusters Score -425309.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -425311.281250 Penalty: 4231.717285
	Iteration 34Q: 3 clusters Score -425311.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -425311.625000 Penalty: 4231.717285
	Iteration 35Q: 3 clusters Score -425311.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -425312.656250 Penalty: 4231.717285
	Iteration 36Q: 3 clusters Score -425312.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -425312.656250 Penalty: 4231.717285
	Iteration 37F: 3 clusters Score -425312.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Entering Unmasked Estep 
Score: -6227898.000000 Penalty: 2736.208008
	Iteration 0F: 2 clusters Score -6227898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -6186491.000000 Penalty: 5472.416016
	Iteration 0F: 3 clusters Score -6186491 nChanged 28653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -6202813.000000 Penalty: 5472.416016
	Iteration 1F: 3 clusters Score -6202813 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -6203745.000000 Penalty: 5472.416016
	Iteration 2Q: 3 clusters Score -6203745 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -6205016.000000 Penalty: 5472.416016
	Iteration 3Q: 3 clusters Score -6205016 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -6206870.500000 Penalty: 5472.416016
	Iteration 4F: 3 clusters Score -6206870 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -6209519.000000 Penalty: 5472.416016
	Iteration 5F: 3 clusters Score -6209519 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -6212762.000000 Penalty: 5472.416016
	Iteration 6F: 3 clusters Score -6212762 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -6216268.500000 Penalty: 5472.416016
	Iteration 7F: 3 clusters Score -6216268 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -6219656.000000 Penalty: 5472.416016
	Iteration 8F: 3 clusters Score -6219656 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -6222447.000000 Penalty: 5472.416016
	Iteration 9Q: 3 clusters Score -6222447 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -6224128.000000 Penalty: 5472.416016
	Iteration 10Q: 3 clusters Score -6224128 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -6225052.000000 Penalty: 5472.416016
	Iteration 11Q: 3 clusters Score -6225052 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -6225437.500000 Penalty: 5472.416016
	Iteration 12Q: 3 clusters Score -6225438 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -6225640.000000 Penalty: 5472.416016
	Iteration 13Q: 3 clusters Score -6225640 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -6225779.000000 Penalty: 5472.416016
	Iteration 14Q: 3 clusters Score -6225779 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -6225871.500000 Penalty: 5472.416016
	Iteration 15Q: 3 clusters Score -6225872 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -6225928.500000 Penalty: 5472.416016
	Iteration 16Q: 3 clusters Score -6225928 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -6226001.500000 Penalty: 5472.416016
	Iteration 17Q: 3 clusters Score -6226002 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -6226061.000000 Penalty: 5472.416016
	Iteration 18Q: 3 clusters Score -6226061 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -6226076.500000 Penalty: 5472.416016
	Iteration 19Q: 3 clusters Score -6226076 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -6226096.000000 Penalty: 5472.416016
	Iteration 20F: 3 clusters Score -6226096 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -6226115.500000 Penalty: 5472.416016
	Iteration 21Q: 3 clusters Score -6226116 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -6226123.000000 Penalty: 5472.416016
	Iteration 22Q: 3 clusters Score -6226123 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -6226132.500000 Penalty: 5472.416016
	Iteration 23Q: 3 clusters Score -6226132 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -6226131.000000 Penalty: 5472.416016
	Iteration 24Q: 3 clusters Score -6226131 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -6226146.000000 Penalty: 5472.416016
	Iteration 25Q: 3 clusters Score -6226146 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -6226160.500000 Penalty: 5472.416016
	Iteration 26Q: 3 clusters Score -6226160 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -6226170.000000 Penalty: 5472.416016
	Iteration 27Q: 3 clusters Score -6226170 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -6226176.500000 Penalty: 5472.416016
	Iteration 28Q: 3 clusters Score -6226176 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -6226186.000000 Penalty: 5472.416016
	Iteration 29Q: 3 clusters Score -6226186 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -6226199.500000 Penalty: 5472.416016
	Iteration 30Q: 3 clusters Score -6226200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -6226200.500000 Penalty: 5472.416016
	Iteration 31Q: 3 clusters Score -6226200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -6226212.500000 Penalty: 5472.416016
	Iteration 32Q: 3 clusters Score -6226212 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -6226214.000000 Penalty: 5472.416016
	Iteration 33Q: 3 clusters Score -6226214 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -6226240.000000 Penalty: 5472.416016
	Iteration 34Q: 3 clusters Score -6226240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -6226241.000000 Penalty: 5472.416016
	Iteration 35Q: 3 clusters Score -6226241 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -6226235.000000 Penalty: 5472.416016
	Iteration 36Q: 3 clusters Score -6226235 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -6226244.000000 Penalty: 5472.416016
	Iteration 37Q: 3 clusters Score -6226244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -6226250.500000 Penalty: 5472.416016
	Iteration 38Q: 3 clusters Score -6226250 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -6226236.000000 Penalty: 5472.416016
	Iteration 39Q: 3 clusters Score -6226236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -6226234.500000 Penalty: 5472.416016
	Iteration 40F: 3 clusters Score -6226234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -6226255.000000 Penalty: 5472.416016
	Iteration 41Q: 3 clusters Score -6226255 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -6226261.000000 Penalty: 5472.416016
	Iteration 42Q: 3 clusters Score -6226261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -6226276.000000 Penalty: 5472.416016
	Iteration 43Q: 3 clusters Score -6226276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -6226295.000000 Penalty: 5472.416016
	Iteration 44Q: 3 clusters Score -6226295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -6226293.500000 Penalty: 5472.416016
	Iteration 45Q: 3 clusters Score -6226294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -6226298.000000 Penalty: 5472.416016
	Iteration 46Q: 3 clusters Score -6226298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -6226295.000000 Penalty: 5472.416016
	Iteration 47Q: 3 clusters Score -6226295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -6226299.500000 Penalty: 5472.416016
	Iteration 48Q: 3 clusters Score -6226300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -6226312.000000 Penalty: 5472.416016
	Iteration 49Q: 3 clusters Score -6226312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -6226301.500000 Penalty: 5472.416016
	Iteration 50Q: 3 clusters Score -6226302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -6226310.500000 Penalty: 5472.416016
	Iteration 51Q: 3 clusters Score -6226310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -6226319.000000 Penalty: 5472.416016
	Iteration 52Q: 3 clusters Score -6226319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -6226322.500000 Penalty: 5472.416016
	Iteration 53Q: 3 clusters Score -6226322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -6226324.000000 Penalty: 5472.416016
	Iteration 54Q: 3 clusters Score -6226324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -6226327.500000 Penalty: 5472.416016
	Iteration 55Q: 3 clusters Score -6226328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -6226336.500000 Penalty: 5472.416016
	Iteration 56Q: 3 clusters Score -6226336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -6226339.500000 Penalty: 5472.416016
	Iteration 57Q: 3 clusters Score -6226340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -6226341.000000 Penalty: 5472.416016
	Iteration 58Q: 3 clusters Score -6226341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -6226338.500000 Penalty: 5472.416016
	Iteration 59Q: 3 clusters Score -6226338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -6226341.000000 Penalty: 5472.416016
	Iteration 60F: 3 clusters Score -6226341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -6226344.500000 Penalty: 5472.416016
	Iteration 61Q: 3 clusters Score -6226344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -6226343.500000 Penalty: 5472.416016
	Iteration 62Q: 3 clusters Score -6226344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -6226352.500000 Penalty: 5472.416016
	Iteration 63Q: 3 clusters Score -6226352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -6226356.500000 Penalty: 5472.416016
	Iteration 64Q: 3 clusters Score -6226356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -6226364.000000 Penalty: 5472.416016
	Iteration 65Q: 3 clusters Score -6226364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -6226357.000000 Penalty: 5472.416016
	Iteration 66Q: 3 clusters Score -6226357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -6226365.500000 Penalty: 5472.416016
	Iteration 67Q: 3 clusters Score -6226366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -6226356.500000 Penalty: 5472.416016
	Iteration 68Q: 3 clusters Score -6226356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -6226357.000000 Penalty: 5472.416016
	Iteration 69Q: 3 clusters Score -6226357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -6226368.000000 Penalty: 5472.416016
	Iteration 70Q: 3 clusters Score -6226368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -6226367.500000 Penalty: 5472.416016
	Iteration 71Q: 3 clusters Score -6226368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -6226360.500000 Penalty: 5472.416016
	Iteration 72Q: 3 clusters Score -6226360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -6226350.000000 Penalty: 5472.416016
	Iteration 73Q: 3 clusters Score -6226350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -6226361.000000 Penalty: 5472.416016
	Iteration 74Q: 3 clusters Score -6226361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -6226377.500000 Penalty: 5472.416016
	Iteration 75Q: 3 clusters Score -6226378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -6226381.000000 Penalty: 5472.416016
	Iteration 76Q: 3 clusters Score -6226381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -6226373.500000 Penalty: 5472.416016
	Iteration 77Q: 3 clusters Score -6226374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -6226378.000000 Penalty: 5472.416016
	Iteration 78Q: 3 clusters Score -6226378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -6226377.000000 Penalty: 5472.416016
	Iteration 79Q: 3 clusters Score -6226377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -6226366.500000 Penalty: 5472.416016
	Iteration 80F: 3 clusters Score -6226366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -6226369.000000 Penalty: 5472.416016
	Iteration 81Q: 3 clusters Score -6226369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -6226368.000000 Penalty: 5472.416016
	Iteration 82Q: 3 clusters Score -6226368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -6226380.000000 Penalty: 5472.416016
	Iteration 83Q: 3 clusters Score -6226380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6226377.000000 Penalty: 5472.416016
	Iteration 84Q: 3 clusters Score -6226377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -6226375.000000 Penalty: 5472.416016
	Iteration 85Q: 3 clusters Score -6226375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58020 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -6226386.000000 Penalty: 5472.416016
	Iteration 86Q: 3 clusters Score -6226386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -6226388.000000 Penalty: 5472.416016
	Iteration 87Q: 3 clusters Score -6226388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -6226385.000000 Penalty: 5472.416016
	Iteration 88Q: 3 clusters Score -6226385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -6226390.500000 Penalty: 5472.416016
	Iteration 89Q: 3 clusters Score -6226390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -6226397.000000 Penalty: 5472.416016
	Iteration 90Q: 3 clusters Score -6226397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -6226385.000000 Penalty: 5472.416016
	Iteration 91Q: 3 clusters Score -6226385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6226391.000000 Penalty: 5472.416016
	Iteration 92Q: 3 clusters Score -6226391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -6226393.000000 Penalty: 5472.416016
	Iteration 93Q: 3 clusters Score -6226393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -6226385.000000 Penalty: 5472.416016
	Iteration 94Q: 3 clusters Score -6226385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -6226388.000000 Penalty: 5472.416016
	Iteration 95Q: 3 clusters Score -6226388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -6226391.000000 Penalty: 5472.416016
	Iteration 96Q: 3 clusters Score -6226391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -6226394.000000 Penalty: 5472.416016
	Iteration 97Q: 3 clusters Score -6226394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -6226394.500000 Penalty: 5472.416016
	Iteration 98Q: 3 clusters Score -6226394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -6226393.500000 Penalty: 5472.416016
	Iteration 99Q: 3 clusters Score -6226394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -6226401.000000 Penalty: 5472.416016
	Iteration 100F: 3 clusters Score -6226401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -6226399.500000 Penalty: 5472.416016
	Iteration 101Q: 3 clusters Score -6226400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -6226402.000000 Penalty: 5472.416016
	Iteration 102Q: 3 clusters Score -6226402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -6226402.500000 Penalty: 5472.416016
	Iteration 103Q: 3 clusters Score -6226402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -6226402.500000 Penalty: 5472.416016
	Iteration 104F: 3 clusters Score -6226402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -162757.109375 Penalty: 1845.010742
	Iteration 0F: 2 clusters Score -162757.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -160352.875000 Penalty: 3690.021484
	Iteration 0F: 3 clusters Score -160352.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -160727.250000 Penalty: 3690.021484
	Iteration 1F: 3 clusters Score -160727.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -160833.484375 Penalty: 3690.021484
	Iteration 2F: 3 clusters Score -160833.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -160912.546875 Penalty: 3690.021484
	Iteration 3Q: 3 clusters Score -160912.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -161017.109375 Penalty: 3690.021484
	Iteration 4Q: 3 clusters Score -161017.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161099.890625 Penalty: 3690.021484
	Iteration 5Q: 3 clusters Score -161099.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -161172.906250 Penalty: 3690.021484
	Iteration 6Q: 3 clusters Score -161172.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -161248.593750 Penalty: 3690.021484
	Iteration 7Q: 3 clusters Score -161248.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -161307.265625 Penalty: 3690.021484
	Iteration 8Q: 3 clusters Score -161307.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -161347.171875 Penalty: 3690.021484
	Iteration 9Q: 3 clusters Score -161347.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -161369.484375 Penalty: 3690.021484
	Iteration 10Q: 3 clusters Score -161369.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -161387.968750 Penalty: 3690.021484
	Iteration 11Q: 3 clusters Score -161388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -161408.234375 Penalty: 3690.021484
	Iteration 12Q: 3 clusters Score -161408.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -161433.171875 Penalty: 3690.021484
	Iteration 13Q: 3 clusters Score -161433.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -161457.265625 Penalty: 3690.021484
	Iteration 14Q: 3 clusters Score -161457.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -161475.875000 Penalty: 3690.021484
	Iteration 15Q: 3 clusters Score -161475.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -161486.953125 Penalty: 3690.021484
	Iteration 16Q: 3 clusters Score -161487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -161499.734375 Penalty: 3690.021484
	Iteration 17Q: 3 clusters Score -161499.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -161519.109375 Penalty: 3690.021484
	Iteration 18Q: 3 clusters Score -161519.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -161535.328125 Penalty: 3690.021484
	Iteration 19Q: 3 clusters Score -161535.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -161549.203125 Penalty: 3690.021484
	Iteration 20F: 3 clusters Score -161549.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -161565.453125 Penalty: 3690.021484
	Iteration 21Q: 3 clusters Score -161565.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -161579.453125 Penalty: 3690.021484
	Iteration 22Q: 3 clusters Score -161579.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -161588.453125 Penalty: 3690.021484
	Iteration 23Q: 3 clusters Score -161588.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -161599.031250 Penalty: 3690.021484
	Iteration 24Q: 3 clusters Score -161599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -161606.031250 Penalty: 3690.021484
	Iteration 25Q: 3 clusters Score -161606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -161615.453125 Penalty: 3690.021484
	Iteration 26Q: 3 clusters Score -161615.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -161622.484375 Penalty: 3690.021484
	Iteration 27Q: 3 clusters Score -161622.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -161631.062500 Penalty: 3690.021484
	Iteration 28Q: 3 clusters Score -161631.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -161641.562500 Penalty: 3690.021484
	Iteration 29Q: 3 clusters Score -161641.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -161652.500000 Penalty: 3690.021484
	Iteration 30Q: 3 clusters Score -161652.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -161667.015625 Penalty: 3690.021484
	Iteration 31Q: 3 clusters Score -161667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -161683.390625 Penalty: 3690.021484
	Iteration 32Q: 3 clusters Score -161683.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -161698.859375 Penalty: 3690.021484
	Iteration 33Q: 3 clusters Score -161698.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -161705.296875 Penalty: 3690.021484
	Iteration 34Q: 3 clusters Score -161705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -161709.187500 Penalty: 3690.021484
	Iteration 35Q: 3 clusters Score -161709.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -161714.734375 Penalty: 3690.021484
	Iteration 36Q: 3 clusters Score -161714.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -161719.015625 Penalty: 3690.021484
	Iteration 37Q: 3 clusters Score -161719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -161723.328125 Penalty: 3690.021484
	Iteration 38Q: 3 clusters Score -161723.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -161727.750000 Penalty: 3690.021484
	Iteration 39Q: 3 clusters Score -161727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -161731.015625 Penalty: 3690.021484
	Iteration 40F: 3 clusters Score -161731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -161734.906250 Penalty: 3690.021484
	Iteration 41Q: 3 clusters Score -161734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -161737.328125 Penalty: 3690.021484
	Iteration 42Q: 3 clusters Score -161737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -161737.921875 Penalty: 3690.021484
	Iteration 43Q: 3 clusters Score -161737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -161738.531250 Penalty: 3690.021484
	Iteration 44Q: 3 clusters Score -161738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -161739.609375 Penalty: 3690.021484
	Iteration 45Q: 3 clusters Score -161739.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -161739.609375 Penalty: 3690.021484
	Iteration 46F: 3 clusters Score -161739.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Entering Unmasked Estep 
Score: -3477217.000000 Penalty: 2599.392334
	Iteration 0F: 2 clusters Score -3477217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -3453139.250000 Penalty: 5198.784668
	Iteration 0F: 3 clusters Score -3453139 nChanged 16107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -3462443.750000 Penalty: 5198.784668
	Iteration 1F: 3 clusters Score -3462444 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3463311.750000 Penalty: 5198.784668
	Iteration 2F: 3 clusters Score -3463312 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3464142.250000 Penalty: 5198.784668
	Iteration 3F: 3 clusters Score -3464142 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3465030.250000 Penalty: 5198.784668
	Iteration 4F: 3 clusters Score -3465030 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -3466008.500000 Penalty: 5198.784668
	Iteration 5F: 3 clusters Score -3466008 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3467089.750000 Penalty: 5198.784668
	Iteration 6F: 3 clusters Score -3467090 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3468194.500000 Penalty: 5198.784668
	Iteration 7F: 3 clusters Score -3468194 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3469228.250000 Penalty: 5198.784668
	Iteration 8Q: 3 clusters Score -3469228 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3470162.250000 Penalty: 5198.784668
	Iteration 9Q: 3 clusters Score -3470162 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3471030.000000 Penalty: 5198.784668
	Iteration 10Q: 3 clusters Score -3471030 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -3471820.500000 Penalty: 5198.784668
	Iteration 11Q: 3 clusters Score -3471820 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3472488.000000 Penalty: 5198.784668
	Iteration 12Q: 3 clusters Score -3472488 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3473074.000000 Penalty: 5198.784668
	Iteration 13Q: 3 clusters Score -3473074 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3473511.750000 Penalty: 5198.784668
	Iteration 14Q: 3 clusters Score -3473512 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -3473838.500000 Penalty: 5198.784668
	Iteration 15Q: 3 clusters Score -3473838 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -3474136.500000 Penalty: 5198.784668
	Iteration 16Q: 3 clusters Score -3474136 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3474413.250000 Penalty: 5198.784668
	Iteration 17Q: 3 clusters Score -3474413 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3474630.250000 Penalty: 5198.784668
	Iteration 18Q: 3 clusters Score -3474630 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3474768.500000 Penalty: 5198.784668
	Iteration 19Q: 3 clusters Score -3474768 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3474865.500000 Penalty: 5198.784668
	Iteration 20F: 3 clusters Score -3474866 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3474930.500000 Penalty: 5198.784668
	Iteration 21Q: 3 clusters Score -3474930 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3474967.000000 Penalty: 5198.784668
	Iteration 22Q: 3 clusters Score -3474967 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3475004.000000 Penalty: 5198.784668
	Iteration 23Q: 3 clusters Score -3475004 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3475035.250000 Penalty: 5198.784668
	Iteration 24Q: 3 clusters Score -3475035 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3475049.250000 Penalty: 5198.784668
	Iteration 25Q: 3 clusters Score -3475049 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3475078.000000 Penalty: 5198.784668
	Iteration 26Q: 3 clusters Score -3475078 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3475097.250000 Penalty: 5198.784668
	Iteration 27Q: 3 clusters Score -3475097 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3475102.250000 Penalty: 5198.784668
	Iteration 28Q: 3 clusters Score -3475102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3475116.500000 Penalty: 5198.784668
	Iteration 29Q: 3 clusters Score -3475116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3475130.250000 Penalty: 5198.784668
	Iteration 30Q: 3 clusters Score -3475130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3475150.750000 Penalty: 5198.784668
	Iteration 31Q: 3 clusters Score -3475151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3475154.500000 Penalty: 5198.784668
	Iteration 32Q: 3 clusters Score -3475154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3475161.750000 Penalty: 5198.784668
	Iteration 33Q: 3 clusters Score -3475162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3475166.250000 Penalty: 5198.784668
	Iteration 34Q: 3 clusters Score -3475166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3475168.000000 Penalty: 5198.784668
	Iteration 35Q: 3 clusters Score -3475168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3475172.250000 Penalty: 5198.784668
	Iteration 36Q: 3 clusters Score -3475172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3475179.750000 Penalty: 5198.784668
	Iteration 37Q: 3 clusters Score -3475180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3475176.250000 Penalty: 5198.784668
	Iteration 38Q: 3 clusters Score -3475176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3475191.750000 Penalty: 5198.784668
	Iteration 39Q: 3 clusters Score -3475192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3475186.750000 Penalty: 5198.784668
	Iteration 40F: 3 clusters Score -3475187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3475189.250000 Penalty: 5198.784668
	Iteration 41Q: 3 clusters Score -3475189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3475190.500000 Penalty: 5198.784668
	Iteration 42Q: 3 clusters Score -3475190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3475199.000000 Penalty: 5198.784668
	Iteration 43Q: 3 clusters Score -3475199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3475199.250000 Penalty: 5198.784668
	Iteration 44Q: 3 clusters Score -3475199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3475190.500000 Penalty: 5198.784668
	Iteration 45Q: 3 clusters Score -3475190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3475194.500000 Penalty: 5198.784668
	Iteration 46Q: 3 clusters Score -3475194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3475199.000000 Penalty: 5198.784668
	Iteration 47Q: 3 clusters Score -3475199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3475205.500000 Penalty: 5198.784668
	Iteration 48Q: 3 clusters Score -3475206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3475207.000000 Penalty: 5198.784668
	Iteration 49Q: 3 clusters Score -3475207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3475207.750000 Penalty: 5198.784668
	Iteration 50Q: 3 clusters Score -3475208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3475205.000000 Penalty: 5198.784668
	Iteration 51Q: 3 clusters Score -3475205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3475203.500000 Penalty: 5198.784668
	Iteration 52Q: 3 clusters Score -3475204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3475200.750000 Penalty: 5198.784668
	Iteration 53Q: 3 clusters Score -3475201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3475197.000000 Penalty: 5198.784668
	Iteration 54Q: 3 clusters Score -3475197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3475202.750000 Penalty: 5198.784668
	Iteration 55Q: 3 clusters Score -3475203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3475204.250000 Penalty: 5198.784668
	Iteration 56Q: 3 clusters Score -3475204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3475204.750000 Penalty: 5198.784668
	Iteration 57Q: 3 clusters Score -3475205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3475208.500000 Penalty: 5198.784668
	Iteration 58Q: 3 clusters Score -3475208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3475208.250000 Penalty: 5198.784668
	Iteration 59Q: 3 clusters Score -3475208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3475209.500000 Penalty: 5198.784668
	Iteration 60F: 3 clusters Score -3475210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3475207.750000 Penalty: 5198.784668
	Iteration 61Q: 3 clusters Score -3475208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3475208.250000 Penalty: 5198.784668
	Iteration 62Q: 3 clusters Score -3475208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3475208.000000 Penalty: 5198.784668
	Iteration 63Q: 3 clusters Score -3475208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3475208.000000 Penalty: 5198.784668
	Iteration 64Q: 3 clusters Score -3475208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3475209.500000 Penalty: 5198.784668
	Iteration 65Q: 3 clusters Score -3475210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3475204.750000 Penalty: 5198.784668
	Iteration 66Q: 3 clusters Score -3475205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3475203.750000 Penalty: 5198.784668
	Iteration 67Q: 3 clusters Score -3475204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3475203.750000 Penalty: 5198.784668
	Iteration 68Q: 3 clusters Score -3475204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3475202.750000 Penalty: 5198.784668
	Iteration 69Q: 3 clusters Score -3475203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3475205.500000 Penalty: 5198.784668
	Iteration 70Q: 3 clusters Score -3475206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3475204.500000 Penalty: 5198.784668
	Iteration 71Q: 3 clusters Score -3475204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3475202.000000 Penalty: 5198.784668
	Iteration 72Q: 3 clusters Score -3475202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3475204.000000 Penalty: 5198.784668
	Iteration 73Q: 3 clusters Score -3475204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3475206.750000 Penalty: 5198.784668
	Iteration 74Q: 3 clusters Score -3475207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3475205.500000 Penalty: 5198.784668
	Iteration 75Q: 3 clusters Score -3475206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3475207.750000 Penalty: 5198.784668
	Iteration 76Q: 3 clusters Score -3475208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3475209.500000 Penalty: 5198.784668
	Iteration 77Q: 3 clusters Score -3475210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3475208.500000 Penalty: 5198.784668
	Iteration 78Q: 3 clusters Score -3475208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3475208.000000 Penalty: 5198.784668
	Iteration 79Q: 3 clusters Score -3475208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3475207.000000 Penalty: 5198.784668
	Iteration 80F: 3 clusters Score -3475207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3475210.500000 Penalty: 5198.784668
	Iteration 81Q: 3 clusters Score -3475210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3475216.250000 Penalty: 5198.784668
	Iteration 82Q: 3 clusters Score -3475216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3475213.750000 Penalty: 5198.784668
	Iteration 83Q: 3 clusters Score -3475214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3475219.500000 Penalty: 5198.784668
	Iteration 84Q: 3 clusters Score -3475220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3475222.000000 Penalty: 5198.784668
	Iteration 85Q: 3 clusters Score -3475222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3475222.750000 Penalty: 5198.784668
	Iteration 86Q: 3 clusters Score -3475223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3475221.000000 Penalty: 5198.784668
	Iteration 87Q: 3 clusters Score -3475221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3475224.750000 Penalty: 5198.784668
	Iteration 88Q: 3 clusters Score -3475225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3475228.000000 Penalty: 5198.784668
	Iteration 89Q: 3 clusters Score -3475228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3475229.250000 Penalty: 5198.784668
	Iteration 90Q: 3 clusters Score -3475229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3475227.750000 Penalty: 5198.784668
	Iteration 91Q: 3 clusters Score -3475228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3475227.750000 Penalty: 5198.784668
	Iteration 92Q: 3 clusters Score -3475228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3475234.000000 Penalty: 5198.784668
	Iteration 93Q: 3 clusters Score -3475234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3475232.250000 Penalty: 5198.784668
	Iteration 94Q: 3 clusters Score -3475232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3475232.500000 Penalty: 5198.784668
	Iteration 95Q: 3 clusters Score -3475232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3475227.500000 Penalty: 5198.784668
	Iteration 96Q: 3 clusters Score -3475228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3475231.750000 Penalty: 5198.784668
	Iteration 97Q: 3 clusters Score -3475232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3475233.750000 Penalty: 5198.784668
	Iteration 98Q: 3 clusters Score -3475234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3475232.750000 Penalty: 5198.784668
	Iteration 99Q: 3 clusters Score -3475233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3475231.500000 Penalty: 5198.784668
	Iteration 100F: 3 clusters Score -3475232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3475234.500000 Penalty: 5198.784668
	Iteration 101Q: 3 clusters Score -3475234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3475235.500000 Penalty: 5198.784668
	Iteration 102Q: 3 clusters Score -3475236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3475236.500000 Penalty: 5198.784668
	Iteration 103Q: 3 clusters Score -3475236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3475239.250000 Penalty: 5198.784668
	Iteration 104Q: 3 clusters Score -3475239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3475241.750000 Penalty: 5198.784668
	Iteration 105Q: 3 clusters Score -3475242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3475242.000000 Penalty: 5198.784668
	Iteration 106Q: 3 clusters Score -3475242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3475241.750000 Penalty: 5198.784668
	Iteration 107Q: 3 clusters Score -3475242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3475237.250000 Penalty: 5198.784668
	Iteration 108Q: 3 clusters Score -3475237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3475241.750000 Penalty: 5198.784668
	Iteration 109Q: 3 clusters Score -3475242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3475240.250000 Penalty: 5198.784668
	Iteration 110Q: 3 clusters Score -3475240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3475244.250000 Penalty: 5198.784668
	Iteration 111Q: 3 clusters Score -3475244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3475243.750000 Penalty: 5198.784668
	Iteration 112Q: 3 clusters Score -3475244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3475249.000000 Penalty: 5198.784668
	Iteration 113Q: 3 clusters Score -3475249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3475251.750000 Penalty: 5198.784668
	Iteration 114Q: 3 clusters Score -3475252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3475251.000000 Penalty: 5198.784668
	Iteration 115Q: 3 clusters Score -3475251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3475258.250000 Penalty: 5198.784668
	Iteration 116Q: 3 clusters Score -3475258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3475255.000000 Penalty: 5198.784668
	Iteration 117Q: 3 clusters Score -3475255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3475254.750000 Penalty: 5198.784668
	Iteration 118Q: 3 clusters Score -3475255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3475259.000000 Penalty: 5198.784668
	Iteration 119Q: 3 clusters Score -3475259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3475259.750000 Penalty: 5198.784668
	Iteration 120F: 3 clusters Score -3475260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3475261.750000 Penalty: 5198.784668
	Iteration 121Q: 3 clusters Score -3475262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3475262.000000 Penalty: 5198.784668
	Iteration 122Q: 3 clusters Score -3475262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3475262.000000 Penalty: 5198.784668
	Iteration 123Q: 3 clusters Score -3475262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3475262.250000 Penalty: 5198.784668
	Iteration 124Q: 3 clusters Score -3475262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3475259.000000 Penalty: 5198.784668
	Iteration 125Q: 3 clusters Score -3475259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3475263.750000 Penalty: 5198.784668
	Iteration 126Q: 3 clusters Score -3475264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3475266.000000 Penalty: 5198.784668
	Iteration 127Q: 3 clusters Score -3475266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3475265.500000 Penalty: 5198.784668
	Iteration 128Q: 3 clusters Score -3475266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3475263.750000 Penalty: 5198.784668
	Iteration 129Q: 3 clusters Score -3475264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3475263.250000 Penalty: 5198.784668
	Iteration 130Q: 3 clusters Score -3475263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3475266.500000 Penalty: 5198.784668
	Iteration 131Q: 3 clusters Score -3475266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3475265.000000 Penalty: 5198.784668
	Iteration 132Q: 3 clusters Score -3475265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3475265.500000 Penalty: 5198.784668
	Iteration 133Q: 3 clusters Score -3475266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3475264.000000 Penalty: 5198.784668
	Iteration 134Q: 3 clusters Score -3475264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3475266.500000 Penalty: 5198.784668
	Iteration 135Q: 3 clusters Score -3475266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3475266.750000 Penalty: 5198.784668
	Iteration 136Q: 3 clusters Score -3475267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3475265.500000 Penalty: 5198.784668
	Iteration 137Q: 3 clusters Score -3475266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3475265.250000 Penalty: 5198.784668
	Iteration 138Q: 3 clusters Score -3475265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3475266.250000 Penalty: 5198.784668
	Iteration 139Q: 3 clusters Score -3475266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3475274.750000 Penalty: 5198.784668
	Iteration 140F: 3 clusters Score -3475275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3475268.000000 Penalty: 5198.784668
	Iteration 141Q: 3 clusters Score -3475268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3475273.000000 Penalty: 5198.784668
	Iteration 142Q: 3 clusters Score -3475273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3475276.000000 Penalty: 5198.784668
	Iteration 143Q: 3 clusters Score -3475276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3475273.250000 Penalty: 5198.784668
	Iteration 144Q: 3 clusters Score -3475273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3475281.000000 Penalty: 5198.784668
	Iteration 145Q: 3 clusters Score -3475281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3475279.250000 Penalty: 5198.784668
	Iteration 146Q: 3 clusters Score -3475279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3475282.750000 Penalty: 5198.784668
	Iteration 147Q: 3 clusters Score -3475283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3475289.250000 Penalty: 5198.784668
	Iteration 148Q: 3 clusters Score -3475289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3475290.000000 Penalty: 5198.784668
	Iteration 149Q: 3 clusters Score -3475290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3475286.500000 Penalty: 5198.784668
	Iteration 150Q: 3 clusters Score -3475286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3475287.750000 Penalty: 5198.784668
	Iteration 151Q: 3 clusters Score -3475288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3475290.250000 Penalty: 5198.784668
	Iteration 152Q: 3 clusters Score -3475290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3475290.250000 Penalty: 5198.784668
	Iteration 153F: 3 clusters Score -3475290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Entering Unmasked Estep 
Score: -1677021.000000 Penalty: 2406.061279
	Iteration 0F: 2 clusters Score -1677021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1665340.500000 Penalty: 4812.122559
	Iteration 0F: 3 clusters Score -1665340 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1669082.000000 Penalty: 4812.122559
	Iteration 1F: 3 clusters Score -1669082 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1669458.250000 Penalty: 4812.122559
	Iteration 2F: 3 clusters Score -1669458 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1669798.625000 Penalty: 4812.122559
	Iteration 3Q: 3 clusters Score -1669799 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1670101.125000 Penalty: 4812.122559
	Iteration 4Q: 3 clusters Score -1670101 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1670377.000000 Penalty: 4812.122559
	Iteration 5Q: 3 clusters Score -1670377 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1670678.500000 Penalty: 4812.122559
	Iteration 6Q: 3 clusters Score -1670678 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1671021.375000 Penalty: 4812.122559
	Iteration 7Q: 3 clusters Score -1671021 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1671415.375000 Penalty: 4812.122559
	Iteration 8Q: 3 clusters Score -1671415 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1671902.875000 Penalty: 4812.122559
	Iteration 9Q: 3 clusters Score -1671903 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1672503.250000 Penalty: 4812.122559
	Iteration 10Q: 3 clusters Score -1672503 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1673132.000000 Penalty: 4812.122559
	Iteration 11Q: 3 clusters Score -1673132 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1673592.875000 Penalty: 4812.122559
	Iteration 12Q: 3 clusters Score -1673593 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1673868.625000 Penalty: 4812.122559
	Iteration 13Q: 3 clusters Score -1673869 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1674058.000000 Penalty: 4812.122559
	Iteration 14Q: 3 clusters Score -1674058 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1674163.125000 Penalty: 4812.122559
	Iteration 15Q: 3 clusters Score -1674163 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1674217.000000 Penalty: 4812.122559
	Iteration 16Q: 3 clusters Score -1674217 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1674258.375000 Penalty: 4812.122559
	Iteration 17Q: 3 clusters Score -1674258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1674290.750000 Penalty: 4812.122559
	Iteration 18Q: 3 clusters Score -1674291 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1674323.000000 Penalty: 4812.122559
	Iteration 19Q: 3 clusters Score -1674323 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1674348.375000 Penalty: 4812.122559
	Iteration 20F: 3 clusters Score -1674348 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1674376.250000 Penalty: 4812.122559
	Iteration 21Q: 3 clusters Score -1674376 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1674394.375000 Penalty: 4812.122559
	Iteration 22Q: 3 clusters Score -1674394 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1674419.875000 Penalty: 4812.122559
	Iteration 23Q: 3 clusters Score -1674420 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1674446.375000 Penalty: 4812.122559
	Iteration 24Q: 3 clusters Score -1674446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1674461.250000 Penalty: 4812.122559
	Iteration 25Q: 3 clusters Score -1674461 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1674482.875000 Penalty: 4812.122559
	Iteration 26Q: 3 clusters Score -1674483 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1674503.625000 Penalty: 4812.122559
	Iteration 27Q: 3 clusters Score -1674504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1674522.125000 Penalty: 4812.122559
	Iteration 28Q: 3 clusters Score -1674522 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1674540.625000 Penalty: 4812.122559
	Iteration 29Q: 3 clusters Score -1674541 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1674558.875000 Penalty: 4812.122559
	Iteration 30Q: 3 clusters Score -1674559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1674587.625000 Penalty: 4812.122559
	Iteration 31Q: 3 clusters Score -1674588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1674614.125000 Penalty: 4812.122559
	Iteration 32Q: 3 clusters Score -1674614 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1674648.000000 Penalty: 4812.122559
	Iteration 33Q: 3 clusters Score -1674648 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1674679.500000 Penalty: 4812.122559
	Iteration 34Q: 3 clusters Score -1674680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1674702.625000 Penalty: 4812.122559
	Iteration 35Q: 3 clusters Score -1674703 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1674732.875000 Penalty: 4812.122559
	Iteration 36Q: 3 clusters Score -1674733 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1674765.875000 Penalty: 4812.122559
	Iteration 37Q: 3 clusters Score -1674766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1674787.000000 Penalty: 4812.122559
	Iteration 38Q: 3 clusters Score -1674787 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1674809.000000 Penalty: 4812.122559
	Iteration 39Q: 3 clusters Score -1674809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1674820.000000 Penalty: 4812.122559
	Iteration 40F: 3 clusters Score -1674820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1674839.250000 Penalty: 4812.122559
	Iteration 41Q: 3 clusters Score -1674839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1674863.500000 Penalty: 4812.122559
	Iteration 42Q: 3 clusters Score -1674864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1674876.125000 Penalty: 4812.122559
	Iteration 43Q: 3 clusters Score -1674876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1674889.500000 Penalty: 4812.122559
	Iteration 44Q: 3 clusters Score -1674890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1674902.250000 Penalty: 4812.122559
	Iteration 45Q: 3 clusters Score -1674902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1674918.000000 Penalty: 4812.122559
	Iteration 46Q: 3 clusters Score -1674918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1674924.875000 Penalty: 4812.122559
	Iteration 47Q: 3 clusters Score -1674925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1674926.000000 Penalty: 4812.122559
	Iteration 48Q: 3 clusters Score -1674926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1674937.000000 Penalty: 4812.122559
	Iteration 49Q: 3 clusters Score -1674937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1674946.250000 Penalty: 4812.122559
	Iteration 50Q: 3 clusters Score -1674946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1674954.750000 Penalty: 4812.122559
	Iteration 51Q: 3 clusters Score -1674955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1674966.125000 Penalty: 4812.122559
	Iteration 52Q: 3 clusters Score -1674966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1674969.375000 Penalty: 4812.122559
	Iteration 53Q: 3 clusters Score -1674969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1674980.500000 Penalty: 4812.122559
	Iteration 54Q: 3 clusters Score -1674980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1674989.125000 Penalty: 4812.122559
	Iteration 55Q: 3 clusters Score -1674989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1674994.375000 Penalty: 4812.122559
	Iteration 56Q: 3 clusters Score -1674994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1674996.875000 Penalty: 4812.122559
	Iteration 57Q: 3 clusters Score -1674997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1675001.375000 Penalty: 4812.122559
	Iteration 58Q: 3 clusters Score -1675001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1675003.250000 Penalty: 4812.122559
	Iteration 59Q: 3 clusters Score -1675003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1675005.125000 Penalty: 4812.122559
	Iteration 60F: 3 clusters Score -1675005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1675005.750000 Penalty: 4812.122559
	Iteration 61Q: 3 clusters Score -1675006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1675004.875000 Penalty: 4812.122559
	Iteration 62Q: 3 clusters Score -1675005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1675004.875000 Penalty: 4812.122559
	Iteration 63F: 3 clusters Score -1675005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Entering Unmasked Estep 
Score: -3329229.250000 Penalty: 2604.440186
	Iteration 0F: 2 clusters Score -3329229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3304631.250000 Penalty: 5208.880371
	Iteration 0F: 3 clusters Score -3304631 nChanged 16476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -3313739.750000 Penalty: 5208.880371
	Iteration 1F: 3 clusters Score -3313740 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3314486.500000 Penalty: 5208.880371
	Iteration 2Q: 3 clusters Score -3314486 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -3315417.750000 Penalty: 5208.880371
	Iteration 3F: 3 clusters Score -3315418 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3316679.750000 Penalty: 5208.880371
	Iteration 4F: 3 clusters Score -3316680 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3318379.000000 Penalty: 5208.880371
	Iteration 5F: 3 clusters Score -3318379 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3320227.250000 Penalty: 5208.880371
	Iteration 6F: 3 clusters Score -3320227 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -3322067.250000 Penalty: 5208.880371
	Iteration 7F: 3 clusters Score -3322067 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3323634.250000 Penalty: 5208.880371
	Iteration 8F: 3 clusters Score -3323634 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3324896.250000 Penalty: 5208.880371
	Iteration 9Q: 3 clusters Score -3324896 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3325716.500000 Penalty: 5208.880371
	Iteration 10Q: 3 clusters Score -3325716 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3326230.500000 Penalty: 5208.880371
	Iteration 11Q: 3 clusters Score -3326230 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3326627.250000 Penalty: 5208.880371
	Iteration 12Q: 3 clusters Score -3326627 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3326847.250000 Penalty: 5208.880371
	Iteration 13Q: 3 clusters Score -3326847 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3326965.250000 Penalty: 5208.880371
	Iteration 14Q: 3 clusters Score -3326965 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3327034.000000 Penalty: 5208.880371
	Iteration 15Q: 3 clusters Score -3327034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3327082.500000 Penalty: 5208.880371
	Iteration 16Q: 3 clusters Score -3327082 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3327117.750000 Penalty: 5208.880371
	Iteration 17Q: 3 clusters Score -3327118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3327149.500000 Penalty: 5208.880371
	Iteration 18Q: 3 clusters Score -3327150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3327178.750000 Penalty: 5208.880371
	Iteration 19Q: 3 clusters Score -3327179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3327201.250000 Penalty: 5208.880371
	Iteration 20F: 3 clusters Score -3327201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3327203.500000 Penalty: 5208.880371
	Iteration 21Q: 3 clusters Score -3327204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3327223.750000 Penalty: 5208.880371
	Iteration 22Q: 3 clusters Score -3327224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3327240.750000 Penalty: 5208.880371
	Iteration 23Q: 3 clusters Score -3327241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3327252.000000 Penalty: 5208.880371
	Iteration 24Q: 3 clusters Score -3327252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3327260.750000 Penalty: 5208.880371
	Iteration 25Q: 3 clusters Score -3327261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3327260.250000 Penalty: 5208.880371
	Iteration 26Q: 3 clusters Score -3327260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3327260.500000 Penalty: 5208.880371
	Iteration 27Q: 3 clusters Score -3327260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3327264.000000 Penalty: 5208.880371
	Iteration 28Q: 3 clusters Score -3327264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3327264.250000 Penalty: 5208.880371
	Iteration 29Q: 3 clusters Score -3327264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3327264.750000 Penalty: 5208.880371
	Iteration 30Q: 3 clusters Score -3327265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3327265.000000 Penalty: 5208.880371
	Iteration 31Q: 3 clusters Score -3327265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3327267.000000 Penalty: 5208.880371
	Iteration 32Q: 3 clusters Score -3327267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3327265.250000 Penalty: 5208.880371
	Iteration 33Q: 3 clusters Score -3327265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3327275.500000 Penalty: 5208.880371
	Iteration 34Q: 3 clusters Score -3327276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3327276.500000 Penalty: 5208.880371
	Iteration 35Q: 3 clusters Score -3327276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3327279.000000 Penalty: 5208.880371
	Iteration 36Q: 3 clusters Score -3327279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3327279.000000 Penalty: 5208.880371
	Iteration 37Q: 3 clusters Score -3327279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3327276.500000 Penalty: 5208.880371
	Iteration 38Q: 3 clusters Score -3327276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3327282.250000 Penalty: 5208.880371
	Iteration 39Q: 3 clusters Score -3327282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3327288.500000 Penalty: 5208.880371
	Iteration 40F: 3 clusters Score -3327288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Entering Unmasked Estep 
Score: -574194.437500 Penalty: 2182.353516
	Iteration 0F: 2 clusters Score -574194.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -568777.000000 Penalty: 4364.707031
	Iteration 0F: 3 clusters Score -568777 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -570855.000000 Penalty: 4364.707031
	Iteration 1F: 3 clusters Score -570855 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -571710.875000 Penalty: 4364.707031
	Iteration 2F: 3 clusters Score -571710.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -572388.687500 Penalty: 4364.707031
	Iteration 3F: 3 clusters Score -572388.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -572868.687500 Penalty: 4364.707031
	Iteration 4F: 3 clusters Score -572868.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -573194.125000 Penalty: 4364.707031
	Iteration 5F: 3 clusters Score -573194.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -573411.312500 Penalty: 4364.707031
	Iteration 6Q: 3 clusters Score -573411.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -573528.875000 Penalty: 4364.707031
	Iteration 7Q: 3 clusters Score -573528.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -573610.437500 Penalty: 4364.707031
	Iteration 8Q: 3 clusters Score -573610.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -573680.125000 Penalty: 4364.707031
	Iteration 9Q: 3 clusters Score -573680.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -573733.875000 Penalty: 4364.707031
	Iteration 10Q: 3 clusters Score -573733.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -573777.500000 Penalty: 4364.707031
	Iteration 11Q: 3 clusters Score -573777.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -573803.750000 Penalty: 4364.707031
	Iteration 12Q: 3 clusters Score -573803.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -573826.250000 Penalty: 4364.707031
	Iteration 13Q: 3 clusters Score -573826.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -573832.500000 Penalty: 4364.707031
	Iteration 14Q: 3 clusters Score -573832.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -573834.750000 Penalty: 4364.707031
	Iteration 15Q: 3 clusters Score -573834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -573835.937500 Penalty: 4364.707031
	Iteration 16Q: 3 clusters Score -573835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -573836.437500 Penalty: 4364.707031
	Iteration 17Q: 3 clusters Score -573836.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -573836.437500 Penalty: 4364.707031
	Iteration 18F: 3 clusters Score -573836.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1716376.500000 Penalty: 2424.714355
	Iteration 0F: 2 clusters Score -1716376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1703820.625000 Penalty: 4849.428711
	Iteration 0F: 3 clusters Score -1703821 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1708389.625000 Penalty: 4849.428711
	Iteration 1F: 3 clusters Score -1708390 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1709142.750000 Penalty: 4849.428711
	Iteration 2F: 3 clusters Score -1709143 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1709849.250000 Penalty: 4849.428711
	Iteration 3F: 3 clusters Score -1709849 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1710525.250000 Penalty: 4849.428711
	Iteration 4F: 3 clusters Score -1710525 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1711153.500000 Penalty: 4849.428711
	Iteration 5F: 3 clusters Score -1711154 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1711682.125000 Penalty: 4849.428711
	Iteration 6F: 3 clusters Score -1711682 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1712119.125000 Penalty: 4849.428711
	Iteration 7Q: 3 clusters Score -1712119 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1712457.000000 Penalty: 4849.428711
	Iteration 8Q: 3 clusters Score -1712457 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1712740.000000 Penalty: 4849.428711
	Iteration 9Q: 3 clusters Score -1712740 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1712977.250000 Penalty: 4849.428711
	Iteration 10Q: 3 clusters Score -1712977 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1713189.375000 Penalty: 4849.428711
	Iteration 11Q: 3 clusters Score -1713189 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1713401.875000 Penalty: 4849.428711
	Iteration 12Q: 3 clusters Score -1713402 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1713564.125000 Penalty: 4849.428711
	Iteration 13Q: 3 clusters Score -1713564 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1713687.250000 Penalty: 4849.428711
	Iteration 14Q: 3 clusters Score -1713687 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1713790.625000 Penalty: 4849.428711
	Iteration 15Q: 3 clusters Score -1713791 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1713860.250000 Penalty: 4849.428711
	Iteration 16Q: 3 clusters Score -1713860 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1713907.875000 Penalty: 4849.428711
	Iteration 17Q: 3 clusters Score -1713908 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1713960.375000 Penalty: 4849.428711
	Iteration 18Q: 3 clusters Score -1713960 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1713989.000000 Penalty: 4849.428711
	Iteration 19Q: 3 clusters Score -1713989 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1714008.375000 Penalty: 4849.428711
	Iteration 20F: 3 clusters Score -1714008 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1714033.750000 Penalty: 4849.428711
	Iteration 21Q: 3 clusters Score -1714034 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1714053.375000 Penalty: 4849.428711
	Iteration 22Q: 3 clusters Score -1714053 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1714069.875000 Penalty: 4849.428711
	Iteration 23Q: 3 clusters Score -1714070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1714090.250000 Penalty: 4849.428711
	Iteration 24Q: 3 clusters Score -1714090 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1714107.375000 Penalty: 4849.428711
	Iteration 25Q: 3 clusters Score -1714107 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1714121.375000 Penalty: 4849.428711
	Iteration 26Q: 3 clusters Score -1714121 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1714137.125000 Penalty: 4849.428711
	Iteration 27Q: 3 clusters Score -1714137 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1714157.750000 Penalty: 4849.428711
	Iteration 28Q: 3 clusters Score -1714158 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1714165.125000 Penalty: 4849.428711
	Iteration 29Q: 3 clusters Score -1714165 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1714179.375000 Penalty: 4849.428711
	Iteration 30Q: 3 clusters Score -1714179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1714188.500000 Penalty: 4849.428711
	Iteration 31Q: 3 clusters Score -1714188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1714201.000000 Penalty: 4849.428711
	Iteration 32Q: 3 clusters Score -1714201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1714207.125000 Penalty: 4849.428711
	Iteration 33Q: 3 clusters Score -1714207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1714221.125000 Penalty: 4849.428711
	Iteration 34Q: 3 clusters Score -1714221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1714222.625000 Penalty: 4849.428711
	Iteration 35Q: 3 clusters Score -1714223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1714226.875000 Penalty: 4849.428711
	Iteration 36Q: 3 clusters Score -1714227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1714230.000000 Penalty: 4849.428711
	Iteration 37Q: 3 clusters Score -1714230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1714236.875000 Penalty: 4849.428711
	Iteration 38Q: 3 clusters Score -1714237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1714238.875000 Penalty: 4849.428711
	Iteration 39Q: 3 clusters Score -1714239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1714245.875000 Penalty: 4849.428711
	Iteration 40F: 3 clusters Score -1714246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1714249.000000 Penalty: 4849.428711
	Iteration 41Q: 3 clusters Score -1714249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1714249.500000 Penalty: 4849.428711
	Iteration 42Q: 3 clusters Score -1714250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1714254.500000 Penalty: 4849.428711
	Iteration 43Q: 3 clusters Score -1714254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1714260.500000 Penalty: 4849.428711
	Iteration 44Q: 3 clusters Score -1714260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1714274.875000 Penalty: 4849.428711
	Iteration 45Q: 3 clusters Score -1714275 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1714274.250000 Penalty: 4849.428711
	Iteration 46Q: 3 clusters Score -1714274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1714276.625000 Penalty: 4849.428711
	Iteration 47Q: 3 clusters Score -1714277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1714287.875000 Penalty: 4849.428711
	Iteration 48Q: 3 clusters Score -1714288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1714292.500000 Penalty: 4849.428711
	Iteration 49Q: 3 clusters Score -1714292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1714299.125000 Penalty: 4849.428711
	Iteration 50Q: 3 clusters Score -1714299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1714297.125000 Penalty: 4849.428711
	Iteration 51Q: 3 clusters Score -1714297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1714294.000000 Penalty: 4849.428711
	Iteration 52Q: 3 clusters Score -1714294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1714296.250000 Penalty: 4849.428711
	Iteration 53Q: 3 clusters Score -1714296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1714300.250000 Penalty: 4849.428711
	Iteration 54Q: 3 clusters Score -1714300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1714300.750000 Penalty: 4849.428711
	Iteration 55Q: 3 clusters Score -1714301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1714301.250000 Penalty: 4849.428711
	Iteration 56Q: 3 clusters Score -1714301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1714301.750000 Penalty: 4849.428711
	Iteration 57Q: 3 clusters Score -1714302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1714306.250000 Penalty: 4849.428711
	Iteration 58Q: 3 clusters Score -1714306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1714306.500000 Penalty: 4849.428711
	Iteration 59Q: 3 clusters Score -1714306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1714306.500000 Penalty: 4849.428711
	Iteration 60F: 3 clusters Score -1714306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1714308.500000 Penalty: 4849.428711
	Iteration 61Q: 3 clusters Score -1714308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1714310.625000 Penalty: 4849.428711
	Iteration 62Q: 3 clusters Score -1714311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1714315.125000 Penalty: 4849.428711
	Iteration 63Q: 3 clusters Score -1714315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1714311.875000 Penalty: 4849.428711
	Iteration 64Q: 3 clusters Score -1714312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1714313.000000 Penalty: 4849.428711
	Iteration 65Q: 3 clusters Score -1714313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1714311.625000 Penalty: 4849.428711
	Iteration 66Q: 3 clusters Score -1714312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1714310.250000 Penalty: 4849.428711
	Iteration 67Q: 3 clusters Score -1714310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1714310.375000 Penalty: 4849.428711
	Iteration 68Q: 3 clusters Score -1714310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1714310.500000 Penalty: 4849.428711
	Iteration 69Q: 3 clusters Score -1714310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1714309.500000 Penalty: 4849.428711
	Iteration 70Q: 3 clusters Score -1714310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1714311.750000 Penalty: 4849.428711
	Iteration 71Q: 3 clusters Score -1714312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1714316.750000 Penalty: 4849.428711
	Iteration 72Q: 3 clusters Score -1714317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1714314.750000 Penalty: 4849.428711
	Iteration 73Q: 3 clusters Score -1714315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1714315.500000 Penalty: 4849.428711
	Iteration 74Q: 3 clusters Score -1714316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1714314.125000 Penalty: 4849.428711
	Iteration 75Q: 3 clusters Score -1714314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1714312.375000 Penalty: 4849.428711
	Iteration 76Q: 3 clusters Score -1714312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1714316.250000 Penalty: 4849.428711
	Iteration 77Q: 3 clusters Score -1714316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1714317.125000 Penalty: 4849.428711
	Iteration 78Q: 3 clusters Score -1714317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1714314.750000 Penalty: 4849.428711
	Iteration 79Q: 3 clusters Score -1714315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1714315.250000 Penalty: 4849.428711
	Iteration 80F: 3 clusters Score -1714315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1714315.500000 Penalty: 4849.428711
	Iteration 81Q: 3 clusters Score -1714316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1714316.750000 Penalty: 4849.428711
	Iteration 82Q: 3 clusters Score -1714317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1714317.125000 Penalty: 4849.428711
	Iteration 83Q: 3 clusters Score -1714317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1714317.125000 Penalty: 4849.428711
	Iteration 84F: 3 clusters Score -1714317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (165087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165087 members 
Entering Unmasked Estep 
Score: -16728388.000000 Penalty: 2979.528564
	Iteration 0F: 2 clusters Score -1.672839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82816 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -16617731.000000 Penalty: 5959.057129
	Iteration 0F: 3 clusters Score -1.661773e+07 nChanged 79056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89842 members 
Mstep: Class 2 contains 75245 members 
Entering Unmasked Estep 
Score: -16665073.000000 Penalty: 5959.057129
	Iteration 1F: 3 clusters Score -1.666507e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94256 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -16667475.000000 Penalty: 5959.057129
	Iteration 2Q: 3 clusters Score -1.666748e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100902 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -16671742.000000 Penalty: 5959.057129
	Iteration 3F: 3 clusters Score -1.667174e+07 nChanged 10958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110070 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -16678545.000000 Penalty: 5959.057129
	Iteration 4F: 3 clusters Score -1.667854e+07 nChanged 12842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121570 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -16688076.000000 Penalty: 5959.057129
	Iteration 5F: 3 clusters Score -1.668808e+07 nChanged 13110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133862 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -16698870.000000 Penalty: 5959.057129
	Iteration 6F: 3 clusters Score -1.669887e+07 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145003 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -16708976.000000 Penalty: 5959.057129
	Iteration 7F: 3 clusters Score -1.670898e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153505 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -16716427.000000 Penalty: 5959.057129
	Iteration 8F: 3 clusters Score -1.671643e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159054 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -16721445.000000 Penalty: 5959.057129
	Iteration 9Q: 3 clusters Score -1.672144e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161974 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -16724003.000000 Penalty: 5959.057129
	Iteration 10Q: 3 clusters Score -1.6724e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163374 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -16725344.000000 Penalty: 5959.057129
	Iteration 11Q: 3 clusters Score -1.672534e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163919 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -16725855.000000 Penalty: 5959.057129
	Iteration 12Q: 3 clusters Score -1.672586e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164116 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -16726172.000000 Penalty: 5959.057129
	Iteration 13Q: 3 clusters Score -1.672617e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164175 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16726308.000000 Penalty: 5959.057129
	Iteration 14Q: 3 clusters Score -1.672631e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -16726405.000000 Penalty: 5959.057129
	Iteration 15Q: 3 clusters Score -1.67264e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164256 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16726484.000000 Penalty: 5959.057129
	Iteration 16Q: 3 clusters Score -1.672648e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164272 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -16726545.000000 Penalty: 5959.057129
	Iteration 17Q: 3 clusters Score -1.672654e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164272 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -16726593.000000 Penalty: 5959.057129
	Iteration 18Q: 3 clusters Score -1.672659e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164273 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -16726634.000000 Penalty: 5959.057129
	Iteration 19Q: 3 clusters Score -1.672663e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -16726673.000000 Penalty: 5959.057129
	Iteration 20F: 3 clusters Score -1.672667e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164283 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -16726683.000000 Penalty: 5959.057129
	Iteration 21Q: 3 clusters Score -1.672668e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164292 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -16726698.000000 Penalty: 5959.057129
	Iteration 22Q: 3 clusters Score -1.67267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164297 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -16726725.000000 Penalty: 5959.057129
	Iteration 23Q: 3 clusters Score -1.672672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164298 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16726726.000000 Penalty: 5959.057129
	Iteration 24Q: 3 clusters Score -1.672673e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164298 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16726730.000000 Penalty: 5959.057129
	Iteration 25Q: 3 clusters Score -1.672673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164301 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -16726739.000000 Penalty: 5959.057129
	Iteration 26Q: 3 clusters Score -1.672674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164306 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -16726756.000000 Penalty: 5959.057129
	Iteration 27Q: 3 clusters Score -1.672676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -16726767.000000 Penalty: 5959.057129
	Iteration 28Q: 3 clusters Score -1.672677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164314 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -16726766.000000 Penalty: 5959.057129
	Iteration 29Q: 3 clusters Score -1.672677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164320 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -16726781.000000 Penalty: 5959.057129
	Iteration 30Q: 3 clusters Score -1.672678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164318 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -16726795.000000 Penalty: 5959.057129
	Iteration 31Q: 3 clusters Score -1.67268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164314 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -16726812.000000 Penalty: 5959.057129
	Iteration 32Q: 3 clusters Score -1.672681e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164316 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -16726810.000000 Penalty: 5959.057129
	Iteration 33Q: 3 clusters Score -1.672681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164314 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -16726811.000000 Penalty: 5959.057129
	Iteration 34Q: 3 clusters Score -1.672681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164312 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -16726798.000000 Penalty: 5959.057129
	Iteration 35Q: 3 clusters Score -1.67268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164311 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -16726802.000000 Penalty: 5959.057129
	Iteration 36Q: 3 clusters Score -1.67268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164311 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -16726802.000000 Penalty: 5959.057129
	Iteration 37F: 3 clusters Score -1.67268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Entering Unmasked Estep 
Score: -1645144.000000 Penalty: 2404.707520
	Iteration 0F: 2 clusters Score -1645144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1633412.125000 Penalty: 4809.415039
	Iteration 0F: 3 clusters Score -1633412 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1637112.500000 Penalty: 4809.415039
	Iteration 1F: 3 clusters Score -1637112 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1637456.125000 Penalty: 4809.415039
	Iteration 2F: 3 clusters Score -1637456 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1637723.250000 Penalty: 4809.415039
	Iteration 3Q: 3 clusters Score -1637723 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1637922.000000 Penalty: 4809.415039
	Iteration 4Q: 3 clusters Score -1637922 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1638100.250000 Penalty: 4809.415039
	Iteration 5Q: 3 clusters Score -1638100 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1638280.000000 Penalty: 4809.415039
	Iteration 6Q: 3 clusters Score -1638280 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1638484.125000 Penalty: 4809.415039
	Iteration 7Q: 3 clusters Score -1638484 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1638745.625000 Penalty: 4809.415039
	Iteration 8Q: 3 clusters Score -1638746 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1639071.875000 Penalty: 4809.415039
	Iteration 9Q: 3 clusters Score -1639072 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1639457.250000 Penalty: 4809.415039
	Iteration 10Q: 3 clusters Score -1639457 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1639888.000000 Penalty: 4809.415039
	Iteration 11Q: 3 clusters Score -1639888 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1640333.875000 Penalty: 4809.415039
	Iteration 12Q: 3 clusters Score -1640334 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1640731.250000 Penalty: 4809.415039
	Iteration 13Q: 3 clusters Score -1640731 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1641085.125000 Penalty: 4809.415039
	Iteration 14Q: 3 clusters Score -1641085 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1641415.750000 Penalty: 4809.415039
	Iteration 15Q: 3 clusters Score -1641416 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1641730.500000 Penalty: 4809.415039
	Iteration 16Q: 3 clusters Score -1641730 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1642001.375000 Penalty: 4809.415039
	Iteration 17Q: 3 clusters Score -1642001 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1642217.375000 Penalty: 4809.415039
	Iteration 18Q: 3 clusters Score -1642217 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1642376.000000 Penalty: 4809.415039
	Iteration 19Q: 3 clusters Score -1642376 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1642505.750000 Penalty: 4809.415039
	Iteration 20F: 3 clusters Score -1642506 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1642594.375000 Penalty: 4809.415039
	Iteration 21Q: 3 clusters Score -1642594 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1642683.250000 Penalty: 4809.415039
	Iteration 22Q: 3 clusters Score -1642683 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1642765.750000 Penalty: 4809.415039
	Iteration 23Q: 3 clusters Score -1642766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1642823.375000 Penalty: 4809.415039
	Iteration 24Q: 3 clusters Score -1642823 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1642867.750000 Penalty: 4809.415039
	Iteration 25Q: 3 clusters Score -1642868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1642900.875000 Penalty: 4809.415039
	Iteration 26Q: 3 clusters Score -1642901 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1642942.500000 Penalty: 4809.415039
	Iteration 27Q: 3 clusters Score -1642942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1642969.875000 Penalty: 4809.415039
	Iteration 28Q: 3 clusters Score -1642970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1642996.750000 Penalty: 4809.415039
	Iteration 29Q: 3 clusters Score -1642997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1643014.625000 Penalty: 4809.415039
	Iteration 30Q: 3 clusters Score -1643015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1643048.500000 Penalty: 4809.415039
	Iteration 31Q: 3 clusters Score -1643048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1643085.875000 Penalty: 4809.415039
	Iteration 32Q: 3 clusters Score -1643086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1643142.250000 Penalty: 4809.415039
	Iteration 33Q: 3 clusters Score -1643142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1643184.750000 Penalty: 4809.415039
	Iteration 34Q: 3 clusters Score -1643185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1643223.000000 Penalty: 4809.415039
	Iteration 35Q: 3 clusters Score -1643223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1643242.375000 Penalty: 4809.415039
	Iteration 36Q: 3 clusters Score -1643242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1643246.000000 Penalty: 4809.415039
	Iteration 37Q: 3 clusters Score -1643246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1643251.500000 Penalty: 4809.415039
	Iteration 38Q: 3 clusters Score -1643252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1643251.500000 Penalty: 4809.415039
	Iteration 39Q: 3 clusters Score -1643252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1643250.125000 Penalty: 4809.415039
	Iteration 40F: 3 clusters Score -1643250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (235451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235451 members 
Entering Unmasked Estep 
Score: -23678958.000000 Penalty: 3067.575928
	Iteration 0F: 2 clusters Score -2.367896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117519 members 
Mstep: Class 2 contains 117932 members 
Entering Unmasked Estep 
Score: -23524494.000000 Penalty: 6135.151855
	Iteration 0F: 3 clusters Score -2.352449e+07 nChanged 113749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112320 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -23591018.000000 Penalty: 6135.151855
	Iteration 1F: 3 clusters Score -2.359102e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109305 members 
Mstep: Class 2 contains 126146 members 
Entering Unmasked Estep 
Score: -23592132.000000 Penalty: 6135.151855
	Iteration 2Q: 3 clusters Score -2.359213e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104620 members 
Mstep: Class 2 contains 130831 members 
Entering Unmasked Estep 
Score: -23593736.000000 Penalty: 6135.151855
	Iteration 3Q: 3 clusters Score -2.359374e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97397 members 
Mstep: Class 2 contains 138054 members 
Entering Unmasked Estep 
Score: -23596272.000000 Penalty: 6135.151855
	Iteration 4Q: 3 clusters Score -2.359627e+07 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 149161 members 
Entering Unmasked Estep 
Score: -23601882.000000 Penalty: 6135.151855
	Iteration 5Q: 3 clusters Score -2.360188e+07 nChanged 16366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 165451 members 
Entering Unmasked Estep 
Score: -23612394.000000 Penalty: 6135.151855
	Iteration 6F: 3 clusters Score -2.361239e+07 nChanged 21576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 187013 members 
Entering Unmasked Estep 
Score: -23630058.000000 Penalty: 6135.151855
	Iteration 7F: 3 clusters Score -2.363006e+07 nChanged 22423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 209436 members 
Entering Unmasked Estep 
Score: -23651120.000000 Penalty: 6135.151855
	Iteration 8F: 3 clusters Score -2.365112e+07 nChanged 15898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 225334 members 
Entering Unmasked Estep 
Score: -23666590.000000 Penalty: 6135.151855
	Iteration 9F: 3 clusters Score -2.366659e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 232439 members 
Entering Unmasked Estep 
Score: -23673460.000000 Penalty: 6135.151855
	Iteration 10Q: 3 clusters Score -2.367346e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 234556 members 
Entering Unmasked Estep 
Score: -23675374.000000 Penalty: 6135.151855
	Iteration 11Q: 3 clusters Score -2.367537e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 235065 members 
Entering Unmasked Estep 
Score: -23675954.000000 Penalty: 6135.151855
	Iteration 12Q: 3 clusters Score -2.367595e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 235167 members 
Entering Unmasked Estep 
Score: -23676068.000000 Penalty: 6135.151855
	Iteration 13Q: 3 clusters Score -2.367607e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 235197 members 
Entering Unmasked Estep 
Score: -23676124.000000 Penalty: 6135.151855
	Iteration 14Q: 3 clusters Score -2.367612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 235218 members 
Entering Unmasked Estep 
Score: -23676176.000000 Penalty: 6135.151855
	Iteration 15Q: 3 clusters Score -2.367618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 235224 members 
Entering Unmasked Estep 
Score: -23676202.000000 Penalty: 6135.151855
	Iteration 16Q: 3 clusters Score -2.36762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 235228 members 
Entering Unmasked Estep 
Score: -23676222.000000 Penalty: 6135.151855
	Iteration 17Q: 3 clusters Score -2.367622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 235230 members 
Entering Unmasked Estep 
Score: -23676228.000000 Penalty: 6135.151855
	Iteration 18Q: 3 clusters Score -2.367623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 235231 members 
Entering Unmasked Estep 
Score: -23676236.000000 Penalty: 6135.151855
	Iteration 19Q: 3 clusters Score -2.367624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 235230 members 
Entering Unmasked Estep 
Score: -23676260.000000 Penalty: 6135.151855
	Iteration 20F: 3 clusters Score -2.367626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 235233 members 
Entering Unmasked Estep 
Score: -23676262.000000 Penalty: 6135.151855
	Iteration 21Q: 3 clusters Score -2.367626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 235233 members 
Entering Unmasked Estep 
Score: -23676262.000000 Penalty: 6135.151855
	Iteration 22Q: 3 clusters Score -2.367626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 235234 members 
Entering Unmasked Estep 
Score: -23676256.000000 Penalty: 6135.151855
	Iteration 23Q: 3 clusters Score -2.367626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 235234 members 
Entering Unmasked Estep 
Score: -23676256.000000 Penalty: 6135.151855
	Iteration 24F: 3 clusters Score -2.367626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -273099.187500 Penalty: 1962.008301
	Iteration 0F: 2 clusters Score -273099.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -270012.718750 Penalty: 3924.016602
	Iteration 0F: 3 clusters Score -270012.7 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -270614.500000 Penalty: 3924.016602
	Iteration 1F: 3 clusters Score -270614.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -270778.093750 Penalty: 3924.016602
	Iteration 2F: 3 clusters Score -270778.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -270906.875000 Penalty: 3924.016602
	Iteration 3Q: 3 clusters Score -270906.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -271006.062500 Penalty: 3924.016602
	Iteration 4Q: 3 clusters Score -271006.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -271089.781250 Penalty: 3924.016602
	Iteration 5Q: 3 clusters Score -271089.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -271160.156250 Penalty: 3924.016602
	Iteration 6Q: 3 clusters Score -271160.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -271225.281250 Penalty: 3924.016602
	Iteration 7Q: 3 clusters Score -271225.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -271280.937500 Penalty: 3924.016602
	Iteration 8Q: 3 clusters Score -271280.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -271328.843750 Penalty: 3924.016602
	Iteration 9Q: 3 clusters Score -271328.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -271375.218750 Penalty: 3924.016602
	Iteration 10Q: 3 clusters Score -271375.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -271414.687500 Penalty: 3924.016602
	Iteration 11Q: 3 clusters Score -271414.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -271460.531250 Penalty: 3924.016602
	Iteration 12Q: 3 clusters Score -271460.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -271507.656250 Penalty: 3924.016602
	Iteration 13Q: 3 clusters Score -271507.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -271563.500000 Penalty: 3924.016602
	Iteration 14Q: 3 clusters Score -271563.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -271638.468750 Penalty: 3924.016602
	Iteration 15Q: 3 clusters Score -271638.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -271725.468750 Penalty: 3924.016602
	Iteration 16Q: 3 clusters Score -271725.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -271809.000000 Penalty: 3924.016602
	Iteration 17Q: 3 clusters Score -271809 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -271877.593750 Penalty: 3924.016602
	Iteration 18Q: 3 clusters Score -271877.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -271930.218750 Penalty: 3924.016602
	Iteration 19Q: 3 clusters Score -271930.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -271997.250000 Penalty: 3924.016602
	Iteration 20F: 3 clusters Score -271997.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -272035.812500 Penalty: 3924.016602
	Iteration 21Q: 3 clusters Score -272035.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -272058.906250 Penalty: 3924.016602
	Iteration 22Q: 3 clusters Score -272058.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -272073.500000 Penalty: 3924.016602
	Iteration 23Q: 3 clusters Score -272073.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -272086.625000 Penalty: 3924.016602
	Iteration 24Q: 3 clusters Score -272086.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -272094.375000 Penalty: 3924.016602
	Iteration 25Q: 3 clusters Score -272094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -272096.937500 Penalty: 3924.016602
	Iteration 26Q: 3 clusters Score -272096.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -272098.062500 Penalty: 3924.016602
	Iteration 27Q: 3 clusters Score -272098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -272098.687500 Penalty: 3924.016602
	Iteration 28Q: 3 clusters Score -272098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -272100.687500 Penalty: 3924.016602
	Iteration 29Q: 3 clusters Score -272100.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -272102.687500 Penalty: 3924.016602
	Iteration 30Q: 3 clusters Score -272102.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -272107.031250 Penalty: 3924.016602
	Iteration 31Q: 3 clusters Score -272107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -272111.906250 Penalty: 3924.016602
	Iteration 32Q: 3 clusters Score -272111.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -272119.187500 Penalty: 3924.016602
	Iteration 33Q: 3 clusters Score -272119.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -272123.718750 Penalty: 3924.016602
	Iteration 34Q: 3 clusters Score -272123.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -272126.218750 Penalty: 3924.016602
	Iteration 35Q: 3 clusters Score -272126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -272128.187500 Penalty: 3924.016602
	Iteration 36Q: 3 clusters Score -272128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -272129.312500 Penalty: 3924.016602
	Iteration 37Q: 3 clusters Score -272129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -272130.218750 Penalty: 3924.016602
	Iteration 38Q: 3 clusters Score -272130.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -272130.218750 Penalty: 3924.016602
	Iteration 39F: 3 clusters Score -272130.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Entering Unmasked Estep 
Score: -1866425.625000 Penalty: 2443.043701
	Iteration 0F: 2 clusters Score -1866426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1853007.000000 Penalty: 4886.087402
	Iteration 0F: 3 clusters Score -1853007 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1857377.375000 Penalty: 4886.087402
	Iteration 1F: 3 clusters Score -1857377 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1857740.750000 Penalty: 4886.087402
	Iteration 2F: 3 clusters Score -1857741 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1858078.625000 Penalty: 4886.087402
	Iteration 3Q: 3 clusters Score -1858079 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1858393.625000 Penalty: 4886.087402
	Iteration 4Q: 3 clusters Score -1858394 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1858705.875000 Penalty: 4886.087402
	Iteration 5Q: 3 clusters Score -1858706 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1859028.375000 Penalty: 4886.087402
	Iteration 6Q: 3 clusters Score -1859028 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1859445.375000 Penalty: 4886.087402
	Iteration 7Q: 3 clusters Score -1859445 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1859959.500000 Penalty: 4886.087402
	Iteration 8Q: 3 clusters Score -1859960 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1860553.250000 Penalty: 4886.087402
	Iteration 9F: 3 clusters Score -1860553 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1861195.500000 Penalty: 4886.087402
	Iteration 10F: 3 clusters Score -1861196 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1861840.000000 Penalty: 4886.087402
	Iteration 11Q: 3 clusters Score -1861840 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1862511.500000 Penalty: 4886.087402
	Iteration 12Q: 3 clusters Score -1862512 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1863105.875000 Penalty: 4886.087402
	Iteration 13Q: 3 clusters Score -1863106 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1863534.875000 Penalty: 4886.087402
	Iteration 14Q: 3 clusters Score -1863535 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1863794.375000 Penalty: 4886.087402
	Iteration 15Q: 3 clusters Score -1863794 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1863957.125000 Penalty: 4886.087402
	Iteration 16Q: 3 clusters Score -1863957 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1864081.500000 Penalty: 4886.087402
	Iteration 17Q: 3 clusters Score -1864082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1864151.375000 Penalty: 4886.087402
	Iteration 18Q: 3 clusters Score -1864151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1864187.375000 Penalty: 4886.087402
	Iteration 19Q: 3 clusters Score -1864187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1864210.750000 Penalty: 4886.087402
	Iteration 20F: 3 clusters Score -1864211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1864230.250000 Penalty: 4886.087402
	Iteration 21Q: 3 clusters Score -1864230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1864239.875000 Penalty: 4886.087402
	Iteration 22Q: 3 clusters Score -1864240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1864256.125000 Penalty: 4886.087402
	Iteration 23Q: 3 clusters Score -1864256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1864262.125000 Penalty: 4886.087402
	Iteration 24Q: 3 clusters Score -1864262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1864264.875000 Penalty: 4886.087402
	Iteration 25Q: 3 clusters Score -1864265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1864268.625000 Penalty: 4886.087402
	Iteration 26Q: 3 clusters Score -1864269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1864274.250000 Penalty: 4886.087402
	Iteration 27Q: 3 clusters Score -1864274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1864284.750000 Penalty: 4886.087402
	Iteration 28Q: 3 clusters Score -1864285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1864288.750000 Penalty: 4886.087402
	Iteration 29Q: 3 clusters Score -1864289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1864291.250000 Penalty: 4886.087402
	Iteration 30Q: 3 clusters Score -1864291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1864299.500000 Penalty: 4886.087402
	Iteration 31Q: 3 clusters Score -1864300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1864300.250000 Penalty: 4886.087402
	Iteration 32Q: 3 clusters Score -1864300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1864300.250000 Penalty: 4886.087402
	Iteration 33F: 3 clusters Score -1864300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Entering Unmasked Estep 
Score: -288467.343750 Penalty: 1992.668823
	Iteration 0F: 2 clusters Score -288467.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -285127.656250 Penalty: 3985.337646
	Iteration 0F: 3 clusters Score -285127.7 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -285875.500000 Penalty: 3985.337646
	Iteration 1F: 3 clusters Score -285875.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -286083.312500 Penalty: 3985.337646
	Iteration 2F: 3 clusters Score -286083.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -286215.218750 Penalty: 3985.337646
	Iteration 3F: 3 clusters Score -286215.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -286327.062500 Penalty: 3985.337646
	Iteration 4Q: 3 clusters Score -286327.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -286422.031250 Penalty: 3985.337646
	Iteration 5Q: 3 clusters Score -286422 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -286493.937500 Penalty: 3985.337646
	Iteration 6Q: 3 clusters Score -286493.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -286542.937500 Penalty: 3985.337646
	Iteration 7Q: 3 clusters Score -286542.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -286581.468750 Penalty: 3985.337646
	Iteration 8Q: 3 clusters Score -286581.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -286615.562500 Penalty: 3985.337646
	Iteration 9Q: 3 clusters Score -286615.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -286649.312500 Penalty: 3985.337646
	Iteration 10Q: 3 clusters Score -286649.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -286675.500000 Penalty: 3985.337646
	Iteration 11Q: 3 clusters Score -286675.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -286699.218750 Penalty: 3985.337646
	Iteration 12Q: 3 clusters Score -286699.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -286734.812500 Penalty: 3985.337646
	Iteration 13Q: 3 clusters Score -286734.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -286784.843750 Penalty: 3985.337646
	Iteration 14Q: 3 clusters Score -286784.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -286830.250000 Penalty: 3985.337646
	Iteration 15Q: 3 clusters Score -286830.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -286874.375000 Penalty: 3985.337646
	Iteration 16Q: 3 clusters Score -286874.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -286911.906250 Penalty: 3985.337646
	Iteration 17Q: 3 clusters Score -286911.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -286951.781250 Penalty: 3985.337646
	Iteration 18Q: 3 clusters Score -286951.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -286977.781250 Penalty: 3985.337646
	Iteration 19Q: 3 clusters Score -286977.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -287005.093750 Penalty: 3985.337646
	Iteration 20F: 3 clusters Score -287005.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -287033.250000 Penalty: 3985.337646
	Iteration 21Q: 3 clusters Score -287033.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -287068.968750 Penalty: 3985.337646
	Iteration 22Q: 3 clusters Score -287069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -287114.718750 Penalty: 3985.337646
	Iteration 23Q: 3 clusters Score -287114.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -287173.125000 Penalty: 3985.337646
	Iteration 24Q: 3 clusters Score -287173.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -287277.218750 Penalty: 3985.337646
	Iteration 25Q: 3 clusters Score -287277.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -287388.812500 Penalty: 3985.337646
	Iteration 26Q: 3 clusters Score -287388.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -287495.687500 Penalty: 3985.337646
	Iteration 27Q: 3 clusters Score -287495.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -287590.250000 Penalty: 3985.337646
	Iteration 28Q: 3 clusters Score -287590.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -287672.406250 Penalty: 3985.337646
	Iteration 29Q: 3 clusters Score -287672.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -287722.250000 Penalty: 3985.337646
	Iteration 30Q: 3 clusters Score -287722.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -287752.593750 Penalty: 3985.337646
	Iteration 31Q: 3 clusters Score -287752.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -287777.312500 Penalty: 3985.337646
	Iteration 32Q: 3 clusters Score -287777.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -287801.718750 Penalty: 3985.337646
	Iteration 33Q: 3 clusters Score -287801.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -287819.000000 Penalty: 3985.337646
	Iteration 34Q: 3 clusters Score -287819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -287836.000000 Penalty: 3985.337646
	Iteration 35Q: 3 clusters Score -287836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -287843.875000 Penalty: 3985.337646
	Iteration 36Q: 3 clusters Score -287843.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -287852.375000 Penalty: 3985.337646
	Iteration 37Q: 3 clusters Score -287852.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -287854.687500 Penalty: 3985.337646
	Iteration 38Q: 3 clusters Score -287854.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -287855.968750 Penalty: 3985.337646
	Iteration 39Q: 3 clusters Score -287856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -287857.718750 Penalty: 3985.337646
	Iteration 40F: 3 clusters Score -287857.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -287861.281250 Penalty: 3985.337646
	Iteration 41Q: 3 clusters Score -287861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -287861.906250 Penalty: 3985.337646
	Iteration 42Q: 3 clusters Score -287861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -287864.375000 Penalty: 3985.337646
	Iteration 43Q: 3 clusters Score -287864.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -287867.218750 Penalty: 3985.337646
	Iteration 44Q: 3 clusters Score -287867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -287868.000000 Penalty: 3985.337646
	Iteration 45Q: 3 clusters Score -287868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -287868.000000 Penalty: 3985.337646
	Iteration 46F: 3 clusters Score -287868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Entering Unmasked Estep 
Score: -718813.250000 Penalty: 2188.884521
	Iteration 0F: 2 clusters Score -718813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -713114.312500 Penalty: 4377.769043
	Iteration 0F: 3 clusters Score -713114.3 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -714604.562500 Penalty: 4377.769043
	Iteration 1F: 3 clusters Score -714604.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -714813.687500 Penalty: 4377.769043
	Iteration 2F: 3 clusters Score -714813.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -714949.625000 Penalty: 4377.769043
	Iteration 3Q: 3 clusters Score -714949.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -715044.875000 Penalty: 4377.769043
	Iteration 4Q: 3 clusters Score -715044.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -715106.062500 Penalty: 4377.769043
	Iteration 5Q: 3 clusters Score -715106.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -715149.187500 Penalty: 4377.769043
	Iteration 6Q: 3 clusters Score -715149.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -715187.250000 Penalty: 4377.769043
	Iteration 7Q: 3 clusters Score -715187.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -715223.125000 Penalty: 4377.769043
	Iteration 8Q: 3 clusters Score -715223.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -715257.750000 Penalty: 4377.769043
	Iteration 9Q: 3 clusters Score -715257.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -715280.187500 Penalty: 4377.769043
	Iteration 10Q: 3 clusters Score -715280.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -715301.937500 Penalty: 4377.769043
	Iteration 11Q: 3 clusters Score -715301.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -715323.812500 Penalty: 4377.769043
	Iteration 12Q: 3 clusters Score -715323.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -715340.125000 Penalty: 4377.769043
	Iteration 13Q: 3 clusters Score -715340.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -715353.187500 Penalty: 4377.769043
	Iteration 14Q: 3 clusters Score -715353.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -715364.000000 Penalty: 4377.769043
	Iteration 15Q: 3 clusters Score -715364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -715376.500000 Penalty: 4377.769043
	Iteration 16Q: 3 clusters Score -715376.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -715384.812500 Penalty: 4377.769043
	Iteration 17Q: 3 clusters Score -715384.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -715397.812500 Penalty: 4377.769043
	Iteration 18Q: 3 clusters Score -715397.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -715407.375000 Penalty: 4377.769043
	Iteration 19Q: 3 clusters Score -715407.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -715416.625000 Penalty: 4377.769043
	Iteration 20F: 3 clusters Score -715416.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -715427.625000 Penalty: 4377.769043
	Iteration 21Q: 3 clusters Score -715427.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -715439.187500 Penalty: 4377.769043
	Iteration 22Q: 3 clusters Score -715439.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -715450.312500 Penalty: 4377.769043
	Iteration 23Q: 3 clusters Score -715450.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -715461.312500 Penalty: 4377.769043
	Iteration 24Q: 3 clusters Score -715461.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -715472.812500 Penalty: 4377.769043
	Iteration 25Q: 3 clusters Score -715472.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -715485.500000 Penalty: 4377.769043
	Iteration 26Q: 3 clusters Score -715485.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -715498.875000 Penalty: 4377.769043
	Iteration 27Q: 3 clusters Score -715498.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -715515.812500 Penalty: 4377.769043
	Iteration 28Q: 3 clusters Score -715515.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -715539.375000 Penalty: 4377.769043
	Iteration 29Q: 3 clusters Score -715539.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -715567.375000 Penalty: 4377.769043
	Iteration 30Q: 3 clusters Score -715567.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -715595.750000 Penalty: 4377.769043
	Iteration 31Q: 3 clusters Score -715595.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -715622.562500 Penalty: 4377.769043
	Iteration 32Q: 3 clusters Score -715622.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -715657.125000 Penalty: 4377.769043
	Iteration 33Q: 3 clusters Score -715657.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -715687.437500 Penalty: 4377.769043
	Iteration 34Q: 3 clusters Score -715687.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -715726.750000 Penalty: 4377.769043
	Iteration 35Q: 3 clusters Score -715726.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -715780.125000 Penalty: 4377.769043
	Iteration 36Q: 3 clusters Score -715780.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -715828.812500 Penalty: 4377.769043
	Iteration 37Q: 3 clusters Score -715828.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -715893.812500 Penalty: 4377.769043
	Iteration 38Q: 3 clusters Score -715893.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -715968.375000 Penalty: 4377.769043
	Iteration 39Q: 3 clusters Score -715968.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -716052.187500 Penalty: 4377.769043
	Iteration 40F: 3 clusters Score -716052.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -716149.562500 Penalty: 4377.769043
	Iteration 41Q: 3 clusters Score -716149.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -716254.187500 Penalty: 4377.769043
	Iteration 42Q: 3 clusters Score -716254.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -716348.687500 Penalty: 4377.769043
	Iteration 43Q: 3 clusters Score -716348.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -716424.375000 Penalty: 4377.769043
	Iteration 44Q: 3 clusters Score -716424.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -716484.625000 Penalty: 4377.769043
	Iteration 45Q: 3 clusters Score -716484.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -716553.437500 Penalty: 4377.769043
	Iteration 46Q: 3 clusters Score -716553.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -716615.375000 Penalty: 4377.769043
	Iteration 47Q: 3 clusters Score -716615.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -716676.875000 Penalty: 4377.769043
	Iteration 48Q: 3 clusters Score -716676.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -716726.062500 Penalty: 4377.769043
	Iteration 49Q: 3 clusters Score -716726.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -716756.125000 Penalty: 4377.769043
	Iteration 50Q: 3 clusters Score -716756.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -716780.250000 Penalty: 4377.769043
	Iteration 51Q: 3 clusters Score -716780.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -716798.062500 Penalty: 4377.769043
	Iteration 52Q: 3 clusters Score -716798.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -716814.625000 Penalty: 4377.769043
	Iteration 53Q: 3 clusters Score -716814.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -716824.187500 Penalty: 4377.769043
	Iteration 54Q: 3 clusters Score -716824.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -716829.875000 Penalty: 4377.769043
	Iteration 55Q: 3 clusters Score -716829.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -716837.312500 Penalty: 4377.769043
	Iteration 56Q: 3 clusters Score -716837.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -716839.937500 Penalty: 4377.769043
	Iteration 57Q: 3 clusters Score -716839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -716846.125000 Penalty: 4377.769043
	Iteration 58Q: 3 clusters Score -716846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -716847.812500 Penalty: 4377.769043
	Iteration 59Q: 3 clusters Score -716847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -716852.562500 Penalty: 4377.769043
	Iteration 60F: 3 clusters Score -716852.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -716854.375000 Penalty: 4377.769043
	Iteration 61Q: 3 clusters Score -716854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -716856.062500 Penalty: 4377.769043
	Iteration 62Q: 3 clusters Score -716856.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -716857.937500 Penalty: 4377.769043
	Iteration 63Q: 3 clusters Score -716857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -716859.812500 Penalty: 4377.769043
	Iteration 64Q: 3 clusters Score -716859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -716862.625000 Penalty: 4377.769043
	Iteration 65Q: 3 clusters Score -716862.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -716866.562500 Penalty: 4377.769043
	Iteration 66Q: 3 clusters Score -716866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -716868.875000 Penalty: 4377.769043
	Iteration 67Q: 3 clusters Score -716868.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -716870.125000 Penalty: 4377.769043
	Iteration 68Q: 3 clusters Score -716870.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -716870.125000 Penalty: 4377.769043
	Iteration 69F: 3 clusters Score -716870.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -345658.718750 Penalty: 2021.959351
	Iteration 0F: 2 clusters Score -345658.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -342090.687500 Penalty: 4043.918701
	Iteration 0F: 3 clusters Score -342090.7 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -342830.718750 Penalty: 4043.918701
	Iteration 1F: 3 clusters Score -342830.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -343006.125000 Penalty: 4043.918701
	Iteration 2F: 3 clusters Score -343006.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -343082.750000 Penalty: 4043.918701
	Iteration 3Q: 3 clusters Score -343082.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -343131.750000 Penalty: 4043.918701
	Iteration 4Q: 3 clusters Score -343131.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -343163.468750 Penalty: 4043.918701
	Iteration 5Q: 3 clusters Score -343163.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -343190.156250 Penalty: 4043.918701
	Iteration 6Q: 3 clusters Score -343190.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -343215.031250 Penalty: 4043.918701
	Iteration 7Q: 3 clusters Score -343215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -343234.281250 Penalty: 4043.918701
	Iteration 8Q: 3 clusters Score -343234.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -343253.281250 Penalty: 4043.918701
	Iteration 9Q: 3 clusters Score -343253.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -343270.000000 Penalty: 4043.918701
	Iteration 10Q: 3 clusters Score -343270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -343284.281250 Penalty: 4043.918701
	Iteration 11Q: 3 clusters Score -343284.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -343295.093750 Penalty: 4043.918701
	Iteration 12Q: 3 clusters Score -343295.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -343310.343750 Penalty: 4043.918701
	Iteration 13Q: 3 clusters Score -343310.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -343319.812500 Penalty: 4043.918701
	Iteration 14Q: 3 clusters Score -343319.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -343330.187500 Penalty: 4043.918701
	Iteration 15Q: 3 clusters Score -343330.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -343338.781250 Penalty: 4043.918701
	Iteration 16Q: 3 clusters Score -343338.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -343348.906250 Penalty: 4043.918701
	Iteration 17Q: 3 clusters Score -343348.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -343360.593750 Penalty: 4043.918701
	Iteration 18Q: 3 clusters Score -343360.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -343376.062500 Penalty: 4043.918701
	Iteration 19Q: 3 clusters Score -343376.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -343393.531250 Penalty: 4043.918701
	Iteration 20F: 3 clusters Score -343393.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -343420.875000 Penalty: 4043.918701
	Iteration 21Q: 3 clusters Score -343420.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -343451.718750 Penalty: 4043.918701
	Iteration 22Q: 3 clusters Score -343451.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -343474.875000 Penalty: 4043.918701
	Iteration 23Q: 3 clusters Score -343474.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -343496.812500 Penalty: 4043.918701
	Iteration 24Q: 3 clusters Score -343496.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -343529.375000 Penalty: 4043.918701
	Iteration 25Q: 3 clusters Score -343529.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -343553.218750 Penalty: 4043.918701
	Iteration 26Q: 3 clusters Score -343553.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -343575.187500 Penalty: 4043.918701
	Iteration 27Q: 3 clusters Score -343575.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -343594.625000 Penalty: 4043.918701
	Iteration 28Q: 3 clusters Score -343594.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -343609.906250 Penalty: 4043.918701
	Iteration 29Q: 3 clusters Score -343609.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -343623.062500 Penalty: 4043.918701
	Iteration 30Q: 3 clusters Score -343623.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -343640.312500 Penalty: 4043.918701
	Iteration 31Q: 3 clusters Score -343640.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -343657.906250 Penalty: 4043.918701
	Iteration 32Q: 3 clusters Score -343657.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -343674.812500 Penalty: 4043.918701
	Iteration 33Q: 3 clusters Score -343674.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -343687.000000 Penalty: 4043.918701
	Iteration 34Q: 3 clusters Score -343687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -343695.281250 Penalty: 4043.918701
	Iteration 35Q: 3 clusters Score -343695.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -343709.593750 Penalty: 4043.918701
	Iteration 36Q: 3 clusters Score -343709.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -343718.531250 Penalty: 4043.918701
	Iteration 37Q: 3 clusters Score -343718.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -343728.718750 Penalty: 4043.918701
	Iteration 38Q: 3 clusters Score -343728.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -343735.343750 Penalty: 4043.918701
	Iteration 39Q: 3 clusters Score -343735.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -343742.906250 Penalty: 4043.918701
	Iteration 40F: 3 clusters Score -343742.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -343748.593750 Penalty: 4043.918701
	Iteration 41Q: 3 clusters Score -343748.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -343754.750000 Penalty: 4043.918701
	Iteration 42Q: 3 clusters Score -343754.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -343759.000000 Penalty: 4043.918701
	Iteration 43Q: 3 clusters Score -343759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -343763.406250 Penalty: 4043.918701
	Iteration 44Q: 3 clusters Score -343763.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -343770.281250 Penalty: 4043.918701
	Iteration 45Q: 3 clusters Score -343770.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -343779.218750 Penalty: 4043.918701
	Iteration 46Q: 3 clusters Score -343779.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -343789.125000 Penalty: 4043.918701
	Iteration 47Q: 3 clusters Score -343789.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -343799.781250 Penalty: 4043.918701
	Iteration 48Q: 3 clusters Score -343799.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -343810.000000 Penalty: 4043.918701
	Iteration 49Q: 3 clusters Score -343810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -343822.218750 Penalty: 4043.918701
	Iteration 50Q: 3 clusters Score -343822.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -343829.843750 Penalty: 4043.918701
	Iteration 51Q: 3 clusters Score -343829.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -343838.218750 Penalty: 4043.918701
	Iteration 52Q: 3 clusters Score -343838.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -343844.781250 Penalty: 4043.918701
	Iteration 53Q: 3 clusters Score -343844.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -343846.937500 Penalty: 4043.918701
	Iteration 54Q: 3 clusters Score -343846.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -343846.937500 Penalty: 4043.918701
	Iteration 55F: 3 clusters Score -343846.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Entering Unmasked Estep 
Score: -311723.468750 Penalty: 1996.099487
	Iteration 0F: 2 clusters Score -311723.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -308363.750000 Penalty: 3992.198975
	Iteration 0F: 3 clusters Score -308363.8 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -309068.531250 Penalty: 3992.198975
	Iteration 1F: 3 clusters Score -309068.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -309208.843750 Penalty: 3992.198975
	Iteration 2F: 3 clusters Score -309208.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -309289.062500 Penalty: 3992.198975
	Iteration 3Q: 3 clusters Score -309289.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -309352.156250 Penalty: 3992.198975
	Iteration 4Q: 3 clusters Score -309352.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -309388.531250 Penalty: 3992.198975
	Iteration 5Q: 3 clusters Score -309388.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -309418.968750 Penalty: 3992.198975
	Iteration 6Q: 3 clusters Score -309419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -309443.656250 Penalty: 3992.198975
	Iteration 7Q: 3 clusters Score -309443.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -309464.343750 Penalty: 3992.198975
	Iteration 8Q: 3 clusters Score -309464.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -309480.875000 Penalty: 3992.198975
	Iteration 9Q: 3 clusters Score -309480.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -309493.968750 Penalty: 3992.198975
	Iteration 10Q: 3 clusters Score -309494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -309505.468750 Penalty: 3992.198975
	Iteration 11Q: 3 clusters Score -309505.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -309516.468750 Penalty: 3992.198975
	Iteration 12Q: 3 clusters Score -309516.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -309527.437500 Penalty: 3992.198975
	Iteration 13Q: 3 clusters Score -309527.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -309534.312500 Penalty: 3992.198975
	Iteration 14Q: 3 clusters Score -309534.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -309541.906250 Penalty: 3992.198975
	Iteration 15Q: 3 clusters Score -309541.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -309545.593750 Penalty: 3992.198975
	Iteration 16Q: 3 clusters Score -309545.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -309548.750000 Penalty: 3992.198975
	Iteration 17Q: 3 clusters Score -309548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -309553.125000 Penalty: 3992.198975
	Iteration 18Q: 3 clusters Score -309553.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -309554.750000 Penalty: 3992.198975
	Iteration 19Q: 3 clusters Score -309554.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -309556.843750 Penalty: 3992.198975
	Iteration 20F: 3 clusters Score -309556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -309557.406250 Penalty: 3992.198975
	Iteration 21Q: 3 clusters Score -309557.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -309557.906250 Penalty: 3992.198975
	Iteration 22Q: 3 clusters Score -309557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -309559.750000 Penalty: 3992.198975
	Iteration 23Q: 3 clusters Score -309559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -309560.125000 Penalty: 3992.198975
	Iteration 24Q: 3 clusters Score -309560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -309560.468750 Penalty: 3992.198975
	Iteration 25Q: 3 clusters Score -309560.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -309560.687500 Penalty: 3992.198975
	Iteration 26Q: 3 clusters Score -309560.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -309561.250000 Penalty: 3992.198975
	Iteration 27Q: 3 clusters Score -309561.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -309561.250000 Penalty: 3992.198975
	Iteration 28F: 3 clusters Score -309561.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (284711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284711 members 
Entering Unmasked Estep 
Score: -28496172.000000 Penalty: 3114.688965
	Iteration 0F: 2 clusters Score -2.849617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142725 members 
Mstep: Class 2 contains 141986 members 
Entering Unmasked Estep 
Score: -28315340.000000 Penalty: 6229.377930
	Iteration 0F: 3 clusters Score -2.831534e+07 nChanged 137937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153924 members 
Mstep: Class 2 contains 130787 members 
Entering Unmasked Estep 
Score: -28399276.000000 Penalty: 6229.377930
	Iteration 1F: 3 clusters Score -2.839928e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161676 members 
Mstep: Class 2 contains 123035 members 
Entering Unmasked Estep 
Score: -28402700.000000 Penalty: 6229.377930
	Iteration 2Q: 3 clusters Score -2.84027e+07 nChanged 14498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173500 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -28409122.000000 Penalty: 6229.377930
	Iteration 3F: 3 clusters Score -2.840912e+07 nChanged 18991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190449 members 
Mstep: Class 2 contains 94262 members 
Entering Unmasked Estep 
Score: -28419440.000000 Penalty: 6229.377930
	Iteration 4F: 3 clusters Score -2.841944e+07 nChanged 23238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212151 members 
Mstep: Class 2 contains 72560 members 
Entering Unmasked Estep 
Score: -28434602.000000 Penalty: 6229.377930
	Iteration 5F: 3 clusters Score -2.84346e+07 nChanged 23690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234887 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -28451606.000000 Penalty: 6229.377930
	Iteration 6F: 3 clusters Score -2.845161e+07 nChanged 19566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254077 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -28467172.000000 Penalty: 6229.377930
	Iteration 7F: 3 clusters Score -2.846717e+07 nChanged 13738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267739 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -28478950.000000 Penalty: 6229.377930
	Iteration 8Q: 3 clusters Score -2.847895e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275893 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -28486290.000000 Penalty: 6229.377930
	Iteration 9Q: 3 clusters Score -2.848629e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280213 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -28490022.000000 Penalty: 6229.377930
	Iteration 10Q: 3 clusters Score -2.849002e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282296 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -28491826.000000 Penalty: 6229.377930
	Iteration 11Q: 3 clusters Score -2.849183e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283211 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -28492560.000000 Penalty: 6229.377930
	Iteration 12Q: 3 clusters Score -2.849256e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283657 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -28493044.000000 Penalty: 6229.377930
	Iteration 13Q: 3 clusters Score -2.849304e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283852 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -28493166.000000 Penalty: 6229.377930
	Iteration 14Q: 3 clusters Score -2.849317e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283974 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -28493278.000000 Penalty: 6229.377930
	Iteration 15Q: 3 clusters Score -2.849328e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284027 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -28493328.000000 Penalty: 6229.377930
	Iteration 16Q: 3 clusters Score -2.849333e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284061 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -28493382.000000 Penalty: 6229.377930
	Iteration 17Q: 3 clusters Score -2.849338e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284087 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -28493362.000000 Penalty: 6229.377930
	Iteration 18Q: 3 clusters Score -2.849336e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284112 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -28493374.000000 Penalty: 6229.377930
	Iteration 19Q: 3 clusters Score -2.849337e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284126 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -28493412.000000 Penalty: 6229.377930
	Iteration 20F: 3 clusters Score -2.849341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284139 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -28493432.000000 Penalty: 6229.377930
	Iteration 21Q: 3 clusters Score -2.849343e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284148 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -28493454.000000 Penalty: 6229.377930
	Iteration 22Q: 3 clusters Score -2.849345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284155 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -28493478.000000 Penalty: 6229.377930
	Iteration 23Q: 3 clusters Score -2.849348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284159 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -28493496.000000 Penalty: 6229.377930
	Iteration 24Q: 3 clusters Score -2.84935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284161 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -28493506.000000 Penalty: 6229.377930
	Iteration 25Q: 3 clusters Score -2.849351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284165 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -28493490.000000 Penalty: 6229.377930
	Iteration 26Q: 3 clusters Score -2.849349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284166 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -28493488.000000 Penalty: 6229.377930
	Iteration 27Q: 3 clusters Score -2.849349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284167 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -28493482.000000 Penalty: 6229.377930
	Iteration 28Q: 3 clusters Score -2.849348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284169 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -28493486.000000 Penalty: 6229.377930
	Iteration 29Q: 3 clusters Score -2.849349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284173 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -28493488.000000 Penalty: 6229.377930
	Iteration 30Q: 3 clusters Score -2.849349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284175 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -28493486.000000 Penalty: 6229.377930
	Iteration 31Q: 3 clusters Score -2.849349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284173 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -28493486.000000 Penalty: 6229.377930
	Iteration 32Q: 3 clusters Score -2.849349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284174 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -28493488.000000 Penalty: 6229.377930
	Iteration 33Q: 3 clusters Score -2.849349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284174 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -28493488.000000 Penalty: 6229.377930
	Iteration 34F: 3 clusters Score -2.849349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Entering Unmasked Estep 
Score: -4392231.000000 Penalty: 2647.773926
	Iteration 0F: 2 clusters Score -4392231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -4362956.000000 Penalty: 5295.547852
	Iteration 0F: 3 clusters Score -4362956 nChanged 19903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -4373932.500000 Penalty: 5295.547852
	Iteration 1F: 3 clusters Score -4373932 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -4374419.000000 Penalty: 5295.547852
	Iteration 2Q: 3 clusters Score -4374419 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -4374824.500000 Penalty: 5295.547852
	Iteration 3Q: 3 clusters Score -4374824 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -4375250.000000 Penalty: 5295.547852
	Iteration 4Q: 3 clusters Score -4375250 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -4375703.500000 Penalty: 5295.547852
	Iteration 5Q: 3 clusters Score -4375704 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -4376242.000000 Penalty: 5295.547852
	Iteration 6Q: 3 clusters Score -4376242 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -4376984.500000 Penalty: 5295.547852
	Iteration 7Q: 3 clusters Score -4376984 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -4378116.500000 Penalty: 5295.547852
	Iteration 8Q: 3 clusters Score -4378116 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -4379758.000000 Penalty: 5295.547852
	Iteration 9F: 3 clusters Score -4379758 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -4381952.500000 Penalty: 5295.547852
	Iteration 10F: 3 clusters Score -4381952 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4384258.000000 Penalty: 5295.547852
	Iteration 11F: 3 clusters Score -4384258 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -4386090.500000 Penalty: 5295.547852
	Iteration 12Q: 3 clusters Score -4386090 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -4387322.000000 Penalty: 5295.547852
	Iteration 13Q: 3 clusters Score -4387322 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -4388050.500000 Penalty: 5295.547852
	Iteration 14Q: 3 clusters Score -4388050 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -4388504.500000 Penalty: 5295.547852
	Iteration 15Q: 3 clusters Score -4388504 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -4388809.000000 Penalty: 5295.547852
	Iteration 16Q: 3 clusters Score -4388809 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -4388982.000000 Penalty: 5295.547852
	Iteration 17Q: 3 clusters Score -4388982 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -4389100.000000 Penalty: 5295.547852
	Iteration 18Q: 3 clusters Score -4389100 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -4389188.000000 Penalty: 5295.547852
	Iteration 19Q: 3 clusters Score -4389188 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -4389293.000000 Penalty: 5295.547852
	Iteration 20F: 3 clusters Score -4389293 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -4389349.000000 Penalty: 5295.547852
	Iteration 21Q: 3 clusters Score -4389349 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -4389420.000000 Penalty: 5295.547852
	Iteration 22Q: 3 clusters Score -4389420 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -4389476.500000 Penalty: 5295.547852
	Iteration 23Q: 3 clusters Score -4389476 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -4389528.500000 Penalty: 5295.547852
	Iteration 24Q: 3 clusters Score -4389528 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -4389567.000000 Penalty: 5295.547852
	Iteration 25Q: 3 clusters Score -4389567 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -4389590.000000 Penalty: 5295.547852
	Iteration 26Q: 3 clusters Score -4389590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -4389620.500000 Penalty: 5295.547852
	Iteration 27Q: 3 clusters Score -4389620 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -4389655.000000 Penalty: 5295.547852
	Iteration 28Q: 3 clusters Score -4389655 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -4389687.000000 Penalty: 5295.547852
	Iteration 29Q: 3 clusters Score -4389687 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -4389714.500000 Penalty: 5295.547852
	Iteration 30Q: 3 clusters Score -4389714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -4389740.000000 Penalty: 5295.547852
	Iteration 31Q: 3 clusters Score -4389740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -4389763.000000 Penalty: 5295.547852
	Iteration 32Q: 3 clusters Score -4389763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -4389780.000000 Penalty: 5295.547852
	Iteration 33Q: 3 clusters Score -4389780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -4389808.500000 Penalty: 5295.547852
	Iteration 34Q: 3 clusters Score -4389808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -4389815.500000 Penalty: 5295.547852
	Iteration 35Q: 3 clusters Score -4389816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -4389830.000000 Penalty: 5295.547852
	Iteration 36Q: 3 clusters Score -4389830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -4389835.500000 Penalty: 5295.547852
	Iteration 37Q: 3 clusters Score -4389836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -4389844.000000 Penalty: 5295.547852
	Iteration 38Q: 3 clusters Score -4389844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -4389854.500000 Penalty: 5295.547852
	Iteration 39Q: 3 clusters Score -4389854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -4389866.000000 Penalty: 5295.547852
	Iteration 40F: 3 clusters Score -4389866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -4389867.500000 Penalty: 5295.547852
	Iteration 41Q: 3 clusters Score -4389868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -4389874.000000 Penalty: 5295.547852
	Iteration 42Q: 3 clusters Score -4389874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -4389877.500000 Penalty: 5295.547852
	Iteration 43Q: 3 clusters Score -4389878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -4389871.500000 Penalty: 5295.547852
	Iteration 44Q: 3 clusters Score -4389872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -4389875.000000 Penalty: 5295.547852
	Iteration 45Q: 3 clusters Score -4389875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -4389874.000000 Penalty: 5295.547852
	Iteration 46Q: 3 clusters Score -4389874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -4389877.500000 Penalty: 5295.547852
	Iteration 47Q: 3 clusters Score -4389878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -4389882.000000 Penalty: 5295.547852
	Iteration 48Q: 3 clusters Score -4389882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -4389888.500000 Penalty: 5295.547852
	Iteration 49Q: 3 clusters Score -4389888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -4389895.500000 Penalty: 5295.547852
	Iteration 50Q: 3 clusters Score -4389896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -4389892.000000 Penalty: 5295.547852
	Iteration 51Q: 3 clusters Score -4389892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -4389897.000000 Penalty: 5295.547852
	Iteration 52Q: 3 clusters Score -4389897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -4389902.000000 Penalty: 5295.547852
	Iteration 53Q: 3 clusters Score -4389902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -4389904.500000 Penalty: 5295.547852
	Iteration 54Q: 3 clusters Score -4389904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -4389911.500000 Penalty: 5295.547852
	Iteration 55Q: 3 clusters Score -4389912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -4389913.500000 Penalty: 5295.547852
	Iteration 56Q: 3 clusters Score -4389914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -4389912.000000 Penalty: 5295.547852
	Iteration 57Q: 3 clusters Score -4389912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -4389917.000000 Penalty: 5295.547852
	Iteration 58Q: 3 clusters Score -4389917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -4389927.000000 Penalty: 5295.547852
	Iteration 59Q: 3 clusters Score -4389927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -4389927.000000 Penalty: 5295.547852
	Iteration 60F: 3 clusters Score -4389927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -4389921.000000 Penalty: 5295.547852
	Iteration 61Q: 3 clusters Score -4389921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -4389924.000000 Penalty: 5295.547852
	Iteration 62Q: 3 clusters Score -4389924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -4389925.000000 Penalty: 5295.547852
	Iteration 63Q: 3 clusters Score -4389925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -4389926.000000 Penalty: 5295.547852
	Iteration 64Q: 3 clusters Score -4389926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -4389929.000000 Penalty: 5295.547852
	Iteration 65Q: 3 clusters Score -4389929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -4389930.500000 Penalty: 5295.547852
	Iteration 66Q: 3 clusters Score -4389930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -4389928.000000 Penalty: 5295.547852
	Iteration 67Q: 3 clusters Score -4389928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -4389934.000000 Penalty: 5295.547852
	Iteration 68Q: 3 clusters Score -4389934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -4389937.000000 Penalty: 5295.547852
	Iteration 69Q: 3 clusters Score -4389937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -4389935.000000 Penalty: 5295.547852
	Iteration 70Q: 3 clusters Score -4389935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -4389934.500000 Penalty: 5295.547852
	Iteration 71Q: 3 clusters Score -4389934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -4389939.000000 Penalty: 5295.547852
	Iteration 72Q: 3 clusters Score -4389939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -4389944.000000 Penalty: 5295.547852
	Iteration 73Q: 3 clusters Score -4389944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -4389946.500000 Penalty: 5295.547852
	Iteration 74Q: 3 clusters Score -4389946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -4389944.500000 Penalty: 5295.547852
	Iteration 75Q: 3 clusters Score -4389944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -4389945.500000 Penalty: 5295.547852
	Iteration 76Q: 3 clusters Score -4389946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -4389946.500000 Penalty: 5295.547852
	Iteration 77Q: 3 clusters Score -4389946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -4389949.000000 Penalty: 5295.547852
	Iteration 78Q: 3 clusters Score -4389949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -4389949.000000 Penalty: 5295.547852
	Iteration 79Q: 3 clusters Score -4389949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -4389949.000000 Penalty: 5295.547852
	Iteration 80F: 3 clusters Score -4389949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Entering Unmasked Estep 
Score: -1593066.250000 Penalty: 2407.015381
	Iteration 0F: 2 clusters Score -1593066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1581291.750000 Penalty: 4814.030762
	Iteration 0F: 3 clusters Score -1581292 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1585111.500000 Penalty: 4814.030762
	Iteration 1F: 3 clusters Score -1585112 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1585680.250000 Penalty: 4814.030762
	Iteration 2F: 3 clusters Score -1585680 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1586279.375000 Penalty: 4814.030762
	Iteration 3F: 3 clusters Score -1586279 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1586854.625000 Penalty: 4814.030762
	Iteration 4F: 3 clusters Score -1586855 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1587458.000000 Penalty: 4814.030762
	Iteration 5F: 3 clusters Score -1587458 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1588080.875000 Penalty: 4814.030762
	Iteration 6F: 3 clusters Score -1588081 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1588773.000000 Penalty: 4814.030762
	Iteration 7F: 3 clusters Score -1588773 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1589475.000000 Penalty: 4814.030762
	Iteration 8F: 3 clusters Score -1589475 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1590082.000000 Penalty: 4814.030762
	Iteration 9Q: 3 clusters Score -1590082 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1590524.375000 Penalty: 4814.030762
	Iteration 10Q: 3 clusters Score -1590524 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1590844.625000 Penalty: 4814.030762
	Iteration 11Q: 3 clusters Score -1590845 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1591069.625000 Penalty: 4814.030762
	Iteration 12Q: 3 clusters Score -1591070 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1591231.625000 Penalty: 4814.030762
	Iteration 13Q: 3 clusters Score -1591232 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1591334.625000 Penalty: 4814.030762
	Iteration 14Q: 3 clusters Score -1591335 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1591413.875000 Penalty: 4814.030762
	Iteration 15Q: 3 clusters Score -1591414 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1591458.375000 Penalty: 4814.030762
	Iteration 16Q: 3 clusters Score -1591458 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1591490.250000 Penalty: 4814.030762
	Iteration 17Q: 3 clusters Score -1591490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1591507.750000 Penalty: 4814.030762
	Iteration 18Q: 3 clusters Score -1591508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1591524.125000 Penalty: 4814.030762
	Iteration 19Q: 3 clusters Score -1591524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1591541.875000 Penalty: 4814.030762
	Iteration 20F: 3 clusters Score -1591542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1591544.375000 Penalty: 4814.030762
	Iteration 21Q: 3 clusters Score -1591544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1591547.625000 Penalty: 4814.030762
	Iteration 22Q: 3 clusters Score -1591548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1591554.125000 Penalty: 4814.030762
	Iteration 23Q: 3 clusters Score -1591554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1591558.250000 Penalty: 4814.030762
	Iteration 24Q: 3 clusters Score -1591558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1591566.750000 Penalty: 4814.030762
	Iteration 25Q: 3 clusters Score -1591567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1591569.250000 Penalty: 4814.030762
	Iteration 26Q: 3 clusters Score -1591569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1591571.750000 Penalty: 4814.030762
	Iteration 27Q: 3 clusters Score -1591572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1591573.250000 Penalty: 4814.030762
	Iteration 28Q: 3 clusters Score -1591573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1591576.375000 Penalty: 4814.030762
	Iteration 29Q: 3 clusters Score -1591576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1591578.125000 Penalty: 4814.030762
	Iteration 30Q: 3 clusters Score -1591578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1591579.625000 Penalty: 4814.030762
	Iteration 31Q: 3 clusters Score -1591580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1591579.250000 Penalty: 4814.030762
	Iteration 32Q: 3 clusters Score -1591579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1591582.750000 Penalty: 4814.030762
	Iteration 33Q: 3 clusters Score -1591583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1591584.625000 Penalty: 4814.030762
	Iteration 34Q: 3 clusters Score -1591585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1591584.125000 Penalty: 4814.030762
	Iteration 35Q: 3 clusters Score -1591584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1591587.875000 Penalty: 4814.030762
	Iteration 36Q: 3 clusters Score -1591588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1591589.000000 Penalty: 4814.030762
	Iteration 37Q: 3 clusters Score -1591589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1591587.625000 Penalty: 4814.030762
	Iteration 38Q: 3 clusters Score -1591588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1591586.875000 Penalty: 4814.030762
	Iteration 39Q: 3 clusters Score -1591587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1591586.875000 Penalty: 4814.030762
	Iteration 40F: 3 clusters Score -1591587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Entering Unmasked Estep 
Score: -664671.062500 Penalty: 2194.465820
	Iteration 0F: 2 clusters Score -664671.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -658829.437500 Penalty: 4388.931641
	Iteration 0F: 3 clusters Score -658829.4 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -660476.062500 Penalty: 4388.931641
	Iteration 1F: 3 clusters Score -660476.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -660916.125000 Penalty: 4388.931641
	Iteration 2F: 3 clusters Score -660916.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -661327.250000 Penalty: 4388.931641
	Iteration 3F: 3 clusters Score -661327.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -661744.937500 Penalty: 4388.931641
	Iteration 4F: 3 clusters Score -661744.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -662148.937500 Penalty: 4388.931641
	Iteration 5F: 3 clusters Score -662148.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -662470.000000 Penalty: 4388.931641
	Iteration 6F: 3 clusters Score -662470 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -662756.625000 Penalty: 4388.931641
	Iteration 7Q: 3 clusters Score -662756.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -662980.375000 Penalty: 4388.931641
	Iteration 8Q: 3 clusters Score -662980.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -663195.500000 Penalty: 4388.931641
	Iteration 9Q: 3 clusters Score -663195.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -663496.187500 Penalty: 4388.931641
	Iteration 10Q: 3 clusters Score -663496.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -663748.500000 Penalty: 4388.931641
	Iteration 11Q: 3 clusters Score -663748.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -663961.500000 Penalty: 4388.931641
	Iteration 12Q: 3 clusters Score -663961.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -664130.312500 Penalty: 4388.931641
	Iteration 13Q: 3 clusters Score -664130.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -664229.375000 Penalty: 4388.931641
	Iteration 14Q: 3 clusters Score -664229.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -664298.625000 Penalty: 4388.931641
	Iteration 15Q: 3 clusters Score -664298.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -664349.875000 Penalty: 4388.931641
	Iteration 16Q: 3 clusters Score -664349.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -664390.062500 Penalty: 4388.931641
	Iteration 17Q: 3 clusters Score -664390.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -664426.437500 Penalty: 4388.931641
	Iteration 18Q: 3 clusters Score -664426.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -664451.125000 Penalty: 4388.931641
	Iteration 19Q: 3 clusters Score -664451.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -664477.000000 Penalty: 4388.931641
	Iteration 20F: 3 clusters Score -664477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -664499.812500 Penalty: 4388.931641
	Iteration 21Q: 3 clusters Score -664499.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -664520.875000 Penalty: 4388.931641
	Iteration 22Q: 3 clusters Score -664520.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -664538.062500 Penalty: 4388.931641
	Iteration 23Q: 3 clusters Score -664538.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -664549.437500 Penalty: 4388.931641
	Iteration 24Q: 3 clusters Score -664549.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -664555.937500 Penalty: 4388.931641
	Iteration 25Q: 3 clusters Score -664555.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -664559.937500 Penalty: 4388.931641
	Iteration 26Q: 3 clusters Score -664559.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -664566.000000 Penalty: 4388.931641
	Iteration 27Q: 3 clusters Score -664566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -664568.125000 Penalty: 4388.931641
	Iteration 28Q: 3 clusters Score -664568.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -664569.000000 Penalty: 4388.931641
	Iteration 29Q: 3 clusters Score -664569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -664570.875000 Penalty: 4388.931641
	Iteration 30Q: 3 clusters Score -664570.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -664570.937500 Penalty: 4388.931641
	Iteration 31Q: 3 clusters Score -664570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -664572.812500 Penalty: 4388.931641
	Iteration 32Q: 3 clusters Score -664572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -664573.187500 Penalty: 4388.931641
	Iteration 33Q: 3 clusters Score -664573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -664572.375000 Penalty: 4388.931641
	Iteration 34Q: 3 clusters Score -664572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -664573.375000 Penalty: 4388.931641
	Iteration 35Q: 3 clusters Score -664573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -664573.187500 Penalty: 4388.931641
	Iteration 36Q: 3 clusters Score -664573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -664574.937500 Penalty: 4388.931641
	Iteration 37Q: 3 clusters Score -664574.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -664574.312500 Penalty: 4388.931641
	Iteration 38Q: 3 clusters Score -664574.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -664574.937500 Penalty: 4388.931641
	Iteration 39Q: 3 clusters Score -664574.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -664574.937500 Penalty: 4388.931641
	Iteration 40F: 3 clusters Score -664574.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Entering Unmasked Estep 
Score: -1343407.375000 Penalty: 2359.324219
	Iteration 0F: 2 clusters Score -1343407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1333416.625000 Penalty: 4718.648438
	Iteration 0F: 3 clusters Score -1333417 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1336613.375000 Penalty: 4718.648438
	Iteration 1F: 3 clusters Score -1336613 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1336945.500000 Penalty: 4718.648438
	Iteration 2F: 3 clusters Score -1336946 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1337232.875000 Penalty: 4718.648438
	Iteration 3Q: 3 clusters Score -1337233 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1337523.250000 Penalty: 4718.648438
	Iteration 4Q: 3 clusters Score -1337523 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1337817.625000 Penalty: 4718.648438
	Iteration 5Q: 3 clusters Score -1337818 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1338155.625000 Penalty: 4718.648438
	Iteration 6Q: 3 clusters Score -1338156 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1338560.000000 Penalty: 4718.648438
	Iteration 7Q: 3 clusters Score -1338560 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1339125.625000 Penalty: 4718.648438
	Iteration 8Q: 3 clusters Score -1339126 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1339783.000000 Penalty: 4718.648438
	Iteration 9F: 3 clusters Score -1339783 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1340359.625000 Penalty: 4718.648438
	Iteration 10F: 3 clusters Score -1340360 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1340780.750000 Penalty: 4718.648438
	Iteration 11Q: 3 clusters Score -1340781 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1341076.500000 Penalty: 4718.648438
	Iteration 12Q: 3 clusters Score -1341076 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1341342.625000 Penalty: 4718.648438
	Iteration 13Q: 3 clusters Score -1341343 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1341598.625000 Penalty: 4718.648438
	Iteration 14Q: 3 clusters Score -1341599 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1341906.750000 Penalty: 4718.648438
	Iteration 15Q: 3 clusters Score -1341907 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1342297.125000 Penalty: 4718.648438
	Iteration 16Q: 3 clusters Score -1342297 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1342575.875000 Penalty: 4718.648438
	Iteration 17Q: 3 clusters Score -1342576 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1342761.875000 Penalty: 4718.648438
	Iteration 18Q: 3 clusters Score -1342762 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1342859.000000 Penalty: 4718.648438
	Iteration 19Q: 3 clusters Score -1342859 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1342922.250000 Penalty: 4718.648438
	Iteration 20F: 3 clusters Score -1342922 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1342948.875000 Penalty: 4718.648438
	Iteration 21Q: 3 clusters Score -1342949 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1342965.500000 Penalty: 4718.648438
	Iteration 22Q: 3 clusters Score -1342966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1342973.750000 Penalty: 4718.648438
	Iteration 23Q: 3 clusters Score -1342974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1342976.250000 Penalty: 4718.648438
	Iteration 24Q: 3 clusters Score -1342976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1342981.250000 Penalty: 4718.648438
	Iteration 25Q: 3 clusters Score -1342981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1342983.750000 Penalty: 4718.648438
	Iteration 26Q: 3 clusters Score -1342984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1342987.625000 Penalty: 4718.648438
	Iteration 27Q: 3 clusters Score -1342988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1342989.125000 Penalty: 4718.648438
	Iteration 28Q: 3 clusters Score -1342989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1342988.500000 Penalty: 4718.648438
	Iteration 29Q: 3 clusters Score -1342988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1342986.625000 Penalty: 4718.648438
	Iteration 30Q: 3 clusters Score -1342987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1342986.500000 Penalty: 4718.648438
	Iteration 31Q: 3 clusters Score -1342986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1342990.250000 Penalty: 4718.648438
	Iteration 32Q: 3 clusters Score -1342990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1342990.750000 Penalty: 4718.648438
	Iteration 33Q: 3 clusters Score -1342991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1342991.875000 Penalty: 4718.648438
	Iteration 34Q: 3 clusters Score -1342992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1342992.000000 Penalty: 4718.648438
	Iteration 35Q: 3 clusters Score -1342992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1342992.000000 Penalty: 4718.648438
	Iteration 36F: 3 clusters Score -1342992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (205351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205351 members 
Entering Unmasked Estep 
Score: -20698878.000000 Penalty: 3033.654053
	Iteration 0F: 2 clusters Score -2.069888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102480 members 
Mstep: Class 2 contains 102871 members 
Entering Unmasked Estep 
Score: -20561666.000000 Penalty: 6067.308105
	Iteration 0F: 3 clusters Score -2.056167e+07 nChanged 98811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 104670 members 
Entering Unmasked Estep 
Score: -20619080.000000 Penalty: 6067.308105
	Iteration 1F: 3 clusters Score -2.061908e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99526 members 
Mstep: Class 2 contains 105825 members 
Entering Unmasked Estep 
Score: -20619892.000000 Penalty: 6067.308105
	Iteration 2Q: 3 clusters Score -2.061989e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97547 members 
Mstep: Class 2 contains 107804 members 
Entering Unmasked Estep 
Score: -20620764.000000 Penalty: 6067.308105
	Iteration 3Q: 3 clusters Score -2.062076e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 110892 members 
Entering Unmasked Estep 
Score: -20621988.000000 Penalty: 6067.308105
	Iteration 4Q: 3 clusters Score -2.062199e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89530 members 
Mstep: Class 2 contains 115821 members 
Entering Unmasked Estep 
Score: -20623660.000000 Penalty: 6067.308105
	Iteration 5Q: 3 clusters Score -2.062366e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 123309 members 
Entering Unmasked Estep 
Score: -20626754.000000 Penalty: 6067.308105
	Iteration 6Q: 3 clusters Score -2.062675e+07 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 134484 members 
Entering Unmasked Estep 
Score: -20632558.000000 Penalty: 6067.308105
	Iteration 7F: 3 clusters Score -2.063256e+07 nChanged 15638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 150120 members 
Entering Unmasked Estep 
Score: -20643818.000000 Penalty: 6067.308105
	Iteration 8F: 3 clusters Score -2.064382e+07 nChanged 19212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 169332 members 
Entering Unmasked Estep 
Score: -20660558.000000 Penalty: 6067.308105
	Iteration 9F: 3 clusters Score -2.066056e+07 nChanged 18301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 187633 members 
Entering Unmasked Estep 
Score: -20678752.000000 Penalty: 6067.308105
	Iteration 10F: 3 clusters Score -2.067875e+07 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 199275 members 
Entering Unmasked Estep 
Score: -20690372.000000 Penalty: 6067.308105
	Iteration 11F: 3 clusters Score -2.069037e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 203799 members 
Entering Unmasked Estep 
Score: -20694664.000000 Penalty: 6067.308105
	Iteration 12Q: 3 clusters Score -2.069466e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 204888 members 
Entering Unmasked Estep 
Score: -20695732.000000 Penalty: 6067.308105
	Iteration 13Q: 3 clusters Score -2.069573e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 205075 members 
Entering Unmasked Estep 
Score: -20696034.000000 Penalty: 6067.308105
	Iteration 14Q: 3 clusters Score -2.069603e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 205114 members 
Entering Unmasked Estep 
Score: -20696138.000000 Penalty: 6067.308105
	Iteration 15Q: 3 clusters Score -2.069614e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 205135 members 
Entering Unmasked Estep 
Score: -20696178.000000 Penalty: 6067.308105
	Iteration 16Q: 3 clusters Score -2.069618e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 205143 members 
Entering Unmasked Estep 
Score: -20696192.000000 Penalty: 6067.308105
	Iteration 17Q: 3 clusters Score -2.069619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 205148 members 
Entering Unmasked Estep 
Score: -20696210.000000 Penalty: 6067.308105
	Iteration 18Q: 3 clusters Score -2.069621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 205153 members 
Entering Unmasked Estep 
Score: -20696216.000000 Penalty: 6067.308105
	Iteration 19Q: 3 clusters Score -2.069622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 205156 members 
Entering Unmasked Estep 
Score: -20696222.000000 Penalty: 6067.308105
	Iteration 20F: 3 clusters Score -2.069622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 205156 members 
Entering Unmasked Estep 
Score: -20696232.000000 Penalty: 6067.308105
	Iteration 21Q: 3 clusters Score -2.069623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 205155 members 
Entering Unmasked Estep 
Score: -20696230.000000 Penalty: 6067.308105
	Iteration 22Q: 3 clusters Score -2.069623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 205156 members 
Entering Unmasked Estep 
Score: -20696228.000000 Penalty: 6067.308105
	Iteration 23Q: 3 clusters Score -2.069623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 205156 members 
Entering Unmasked Estep 
Score: -20696228.000000 Penalty: 6067.308105
	Iteration 24F: 3 clusters Score -2.069623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -417046.437500 Penalty: 2079.034668
	Iteration 0F: 2 clusters Score -417046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -412908.875000 Penalty: 4158.069336
	Iteration 0F: 3 clusters Score -412908.9 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -413953.406250 Penalty: 4158.069336
	Iteration 1F: 3 clusters Score -413953.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -414168.218750 Penalty: 4158.069336
	Iteration 2F: 3 clusters Score -414168.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -414312.656250 Penalty: 4158.069336
	Iteration 3F: 3 clusters Score -414312.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -414497.437500 Penalty: 4158.069336
	Iteration 4Q: 3 clusters Score -414497.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -414763.531250 Penalty: 4158.069336
	Iteration 5F: 3 clusters Score -414763.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -415077.750000 Penalty: 4158.069336
	Iteration 6F: 3 clusters Score -415077.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -415389.437500 Penalty: 4158.069336
	Iteration 7F: 3 clusters Score -415389.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -415672.750000 Penalty: 4158.069336
	Iteration 8F: 3 clusters Score -415672.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -415860.718750 Penalty: 4158.069336
	Iteration 9Q: 3 clusters Score -415860.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -415962.000000 Penalty: 4158.069336
	Iteration 10Q: 3 clusters Score -415962 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -416012.343750 Penalty: 4158.069336
	Iteration 11Q: 3 clusters Score -416012.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -416042.937500 Penalty: 4158.069336
	Iteration 12Q: 3 clusters Score -416042.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -416056.937500 Penalty: 4158.069336
	Iteration 13Q: 3 clusters Score -416056.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -416062.281250 Penalty: 4158.069336
	Iteration 14Q: 3 clusters Score -416062.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -416065.500000 Penalty: 4158.069336
	Iteration 15Q: 3 clusters Score -416065.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -416069.562500 Penalty: 4158.069336
	Iteration 16Q: 3 clusters Score -416069.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -416073.562500 Penalty: 4158.069336
	Iteration 17Q: 3 clusters Score -416073.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -416076.000000 Penalty: 4158.069336
	Iteration 18Q: 3 clusters Score -416076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -416077.343750 Penalty: 4158.069336
	Iteration 19Q: 3 clusters Score -416077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -416079.156250 Penalty: 4158.069336
	Iteration 20F: 3 clusters Score -416079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -416079.625000 Penalty: 4158.069336
	Iteration 21Q: 3 clusters Score -416079.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -416081.156250 Penalty: 4158.069336
	Iteration 22Q: 3 clusters Score -416081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -416081.437500 Penalty: 4158.069336
	Iteration 23Q: 3 clusters Score -416081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -416082.343750 Penalty: 4158.069336
	Iteration 24Q: 3 clusters Score -416082.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -416082.375000 Penalty: 4158.069336
	Iteration 25Q: 3 clusters Score -416082.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -416082.375000 Penalty: 4158.069336
	Iteration 26F: 3 clusters Score -416082.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Entering Unmasked Estep 
Score: -596200.625000 Penalty: 2171.149170
	Iteration 0F: 2 clusters Score -596200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -590833.000000 Penalty: 4342.298340
	Iteration 0F: 3 clusters Score -590833 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -592151.750000 Penalty: 4342.298340
	Iteration 1F: 3 clusters Score -592151.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -592400.625000 Penalty: 4342.298340
	Iteration 2F: 3 clusters Score -592400.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -592583.562500 Penalty: 4342.298340
	Iteration 3F: 3 clusters Score -592583.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -592740.312500 Penalty: 4342.298340
	Iteration 4Q: 3 clusters Score -592740.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -592883.062500 Penalty: 4342.298340
	Iteration 5Q: 3 clusters Score -592883.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -593017.875000 Penalty: 4342.298340
	Iteration 6Q: 3 clusters Score -593017.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -593135.187500 Penalty: 4342.298340
	Iteration 7Q: 3 clusters Score -593135.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -593248.437500 Penalty: 4342.298340
	Iteration 8Q: 3 clusters Score -593248.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -593354.125000 Penalty: 4342.298340
	Iteration 9Q: 3 clusters Score -593354.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -593449.500000 Penalty: 4342.298340
	Iteration 10Q: 3 clusters Score -593449.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -593541.125000 Penalty: 4342.298340
	Iteration 11Q: 3 clusters Score -593541.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -593629.062500 Penalty: 4342.298340
	Iteration 12Q: 3 clusters Score -593629.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -593696.875000 Penalty: 4342.298340
	Iteration 13Q: 3 clusters Score -593696.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -593750.312500 Penalty: 4342.298340
	Iteration 14Q: 3 clusters Score -593750.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -593789.375000 Penalty: 4342.298340
	Iteration 15Q: 3 clusters Score -593789.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -593822.875000 Penalty: 4342.298340
	Iteration 16Q: 3 clusters Score -593822.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -593846.250000 Penalty: 4342.298340
	Iteration 17Q: 3 clusters Score -593846.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -593874.687500 Penalty: 4342.298340
	Iteration 18Q: 3 clusters Score -593874.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -593894.000000 Penalty: 4342.298340
	Iteration 19Q: 3 clusters Score -593894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -593915.937500 Penalty: 4342.298340
	Iteration 20F: 3 clusters Score -593915.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -593937.625000 Penalty: 4342.298340
	Iteration 21Q: 3 clusters Score -593937.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -593959.500000 Penalty: 4342.298340
	Iteration 22Q: 3 clusters Score -593959.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -593977.750000 Penalty: 4342.298340
	Iteration 23Q: 3 clusters Score -593977.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -593993.750000 Penalty: 4342.298340
	Iteration 24Q: 3 clusters Score -593993.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -594004.687500 Penalty: 4342.298340
	Iteration 25Q: 3 clusters Score -594004.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -594014.750000 Penalty: 4342.298340
	Iteration 26Q: 3 clusters Score -594014.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -594025.125000 Penalty: 4342.298340
	Iteration 27Q: 3 clusters Score -594025.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -594030.625000 Penalty: 4342.298340
	Iteration 28Q: 3 clusters Score -594030.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -594035.250000 Penalty: 4342.298340
	Iteration 29Q: 3 clusters Score -594035.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -594039.937500 Penalty: 4342.298340
	Iteration 30Q: 3 clusters Score -594039.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -594042.562500 Penalty: 4342.298340
	Iteration 31Q: 3 clusters Score -594042.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -594048.312500 Penalty: 4342.298340
	Iteration 32Q: 3 clusters Score -594048.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -594059.187500 Penalty: 4342.298340
	Iteration 33Q: 3 clusters Score -594059.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -594075.875000 Penalty: 4342.298340
	Iteration 34Q: 3 clusters Score -594075.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -594092.687500 Penalty: 4342.298340
	Iteration 35Q: 3 clusters Score -594092.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -594111.187500 Penalty: 4342.298340
	Iteration 36Q: 3 clusters Score -594111.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -594133.250000 Penalty: 4342.298340
	Iteration 37Q: 3 clusters Score -594133.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -594156.312500 Penalty: 4342.298340
	Iteration 38Q: 3 clusters Score -594156.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -594184.375000 Penalty: 4342.298340
	Iteration 39Q: 3 clusters Score -594184.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -594214.000000 Penalty: 4342.298340
	Iteration 40F: 3 clusters Score -594214 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -594255.875000 Penalty: 4342.298340
	Iteration 41Q: 3 clusters Score -594255.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -594292.250000 Penalty: 4342.298340
	Iteration 42Q: 3 clusters Score -594292.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -594319.500000 Penalty: 4342.298340
	Iteration 43Q: 3 clusters Score -594319.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -594341.687500 Penalty: 4342.298340
	Iteration 44Q: 3 clusters Score -594341.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -594362.062500 Penalty: 4342.298340
	Iteration 45Q: 3 clusters Score -594362.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -594376.187500 Penalty: 4342.298340
	Iteration 46Q: 3 clusters Score -594376.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -594382.187500 Penalty: 4342.298340
	Iteration 47Q: 3 clusters Score -594382.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -594388.875000 Penalty: 4342.298340
	Iteration 48Q: 3 clusters Score -594388.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -594390.875000 Penalty: 4342.298340
	Iteration 49Q: 3 clusters Score -594390.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -594392.125000 Penalty: 4342.298340
	Iteration 50Q: 3 clusters Score -594392.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -594394.875000 Penalty: 4342.298340
	Iteration 51Q: 3 clusters Score -594394.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -594396.750000 Penalty: 4342.298340
	Iteration 52Q: 3 clusters Score -594396.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -594400.062500 Penalty: 4342.298340
	Iteration 53Q: 3 clusters Score -594400.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -594404.562500 Penalty: 4342.298340
	Iteration 54Q: 3 clusters Score -594404.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -594407.062500 Penalty: 4342.298340
	Iteration 55Q: 3 clusters Score -594407.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -594409.937500 Penalty: 4342.298340
	Iteration 56Q: 3 clusters Score -594409.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -594411.312500 Penalty: 4342.298340
	Iteration 57Q: 3 clusters Score -594411.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -594413.625000 Penalty: 4342.298340
	Iteration 58Q: 3 clusters Score -594413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -594414.812500 Penalty: 4342.298340
	Iteration 59Q: 3 clusters Score -594414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -594414.437500 Penalty: 4342.298340
	Iteration 60F: 3 clusters Score -594414.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (41964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Entering Unmasked Estep 
Score: -4146111.000000 Penalty: 2639.852783
	Iteration 0F: 2 clusters Score -4146111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -4117608.750000 Penalty: 5279.705566
	Iteration 0F: 3 clusters Score -4117609 nChanged 19300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -4128617.750000 Penalty: 5279.705566
	Iteration 1F: 3 clusters Score -4128618 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -4129593.000000 Penalty: 5279.705566
	Iteration 2F: 3 clusters Score -4129593 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -4130717.750000 Penalty: 5279.705566
	Iteration 3F: 3 clusters Score -4130718 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -4132119.000000 Penalty: 5279.705566
	Iteration 4F: 3 clusters Score -4132119 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -4133591.000000 Penalty: 5279.705566
	Iteration 5F: 3 clusters Score -4133591 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -4135082.750000 Penalty: 5279.705566
	Iteration 6F: 3 clusters Score -4135083 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -4136388.750000 Penalty: 5279.705566
	Iteration 7F: 3 clusters Score -4136389 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -4137389.000000 Penalty: 5279.705566
	Iteration 8Q: 3 clusters Score -4137389 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -4138248.000000 Penalty: 5279.705566
	Iteration 9Q: 3 clusters Score -4138248 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -4138908.500000 Penalty: 5279.705566
	Iteration 10Q: 3 clusters Score -4138908 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4139394.750000 Penalty: 5279.705566
	Iteration 11Q: 3 clusters Score -4139395 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -4139722.750000 Penalty: 5279.705566
	Iteration 12Q: 3 clusters Score -4139723 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -4139897.250000 Penalty: 5279.705566
	Iteration 13Q: 3 clusters Score -4139897 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -4140033.250000 Penalty: 5279.705566
	Iteration 14Q: 3 clusters Score -4140033 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -4140149.500000 Penalty: 5279.705566
	Iteration 15Q: 3 clusters Score -4140150 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -4140223.500000 Penalty: 5279.705566
	Iteration 16Q: 3 clusters Score -4140224 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -4140298.500000 Penalty: 5279.705566
	Iteration 17Q: 3 clusters Score -4140298 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -4140347.000000 Penalty: 5279.705566
	Iteration 18Q: 3 clusters Score -4140347 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -4140427.250000 Penalty: 5279.705566
	Iteration 19Q: 3 clusters Score -4140427 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -4140490.750000 Penalty: 5279.705566
	Iteration 20F: 3 clusters Score -4140491 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -4140563.250000 Penalty: 5279.705566
	Iteration 21Q: 3 clusters Score -4140563 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -4140627.000000 Penalty: 5279.705566
	Iteration 22Q: 3 clusters Score -4140627 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -4140667.000000 Penalty: 5279.705566
	Iteration 23Q: 3 clusters Score -4140667 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -4140724.500000 Penalty: 5279.705566
	Iteration 24Q: 3 clusters Score -4140724 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -4140783.500000 Penalty: 5279.705566
	Iteration 25Q: 3 clusters Score -4140784 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -4140839.750000 Penalty: 5279.705566
	Iteration 26Q: 3 clusters Score -4140840 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4140886.250000 Penalty: 5279.705566
	Iteration 27Q: 3 clusters Score -4140886 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -4140954.000000 Penalty: 5279.705566
	Iteration 28Q: 3 clusters Score -4140954 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4141017.250000 Penalty: 5279.705566
	Iteration 29Q: 3 clusters Score -4141017 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -4141079.750000 Penalty: 5279.705566
	Iteration 30Q: 3 clusters Score -4141080 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -4141132.750000 Penalty: 5279.705566
	Iteration 31Q: 3 clusters Score -4141133 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -4141190.250000 Penalty: 5279.705566
	Iteration 32Q: 3 clusters Score -4141190 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -4141270.250000 Penalty: 5279.705566
	Iteration 33Q: 3 clusters Score -4141270 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -4141335.250000 Penalty: 5279.705566
	Iteration 34Q: 3 clusters Score -4141335 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -4141396.500000 Penalty: 5279.705566
	Iteration 35Q: 3 clusters Score -4141396 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -4141469.000000 Penalty: 5279.705566
	Iteration 36Q: 3 clusters Score -4141469 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -4141548.250000 Penalty: 5279.705566
	Iteration 37Q: 3 clusters Score -4141548 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4141639.500000 Penalty: 5279.705566
	Iteration 38Q: 3 clusters Score -4141640 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -4141752.000000 Penalty: 5279.705566
	Iteration 39Q: 3 clusters Score -4141752 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -4141881.000000 Penalty: 5279.705566
	Iteration 40F: 3 clusters Score -4141881 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -4141986.500000 Penalty: 5279.705566
	Iteration 41Q: 3 clusters Score -4141986 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -4142122.750000 Penalty: 5279.705566
	Iteration 42Q: 3 clusters Score -4142123 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -4142298.000000 Penalty: 5279.705566
	Iteration 43Q: 3 clusters Score -4142298 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -4142474.500000 Penalty: 5279.705566
	Iteration 44Q: 3 clusters Score -4142474 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -4142643.000000 Penalty: 5279.705566
	Iteration 45Q: 3 clusters Score -4142643 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -4142810.750000 Penalty: 5279.705566
	Iteration 46Q: 3 clusters Score -4142811 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -4142957.000000 Penalty: 5279.705566
	Iteration 47Q: 3 clusters Score -4142957 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -4143097.000000 Penalty: 5279.705566
	Iteration 48Q: 3 clusters Score -4143097 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -4143220.500000 Penalty: 5279.705566
	Iteration 49Q: 3 clusters Score -4143220 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -4143337.750000 Penalty: 5279.705566
	Iteration 50Q: 3 clusters Score -4143338 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -4143422.500000 Penalty: 5279.705566
	Iteration 51Q: 3 clusters Score -4143422 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -4143510.250000 Penalty: 5279.705566
	Iteration 52Q: 3 clusters Score -4143510 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -4143598.250000 Penalty: 5279.705566
	Iteration 53Q: 3 clusters Score -4143598 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -4143651.000000 Penalty: 5279.705566
	Iteration 54Q: 3 clusters Score -4143651 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -4143691.250000 Penalty: 5279.705566
	Iteration 55Q: 3 clusters Score -4143691 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -4143703.750000 Penalty: 5279.705566
	Iteration 56Q: 3 clusters Score -4143704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -4143735.750000 Penalty: 5279.705566
	Iteration 57Q: 3 clusters Score -4143736 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -4143771.000000 Penalty: 5279.705566
	Iteration 58Q: 3 clusters Score -4143771 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -4143800.000000 Penalty: 5279.705566
	Iteration 59Q: 3 clusters Score -4143800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -4143827.500000 Penalty: 5279.705566
	Iteration 60F: 3 clusters Score -4143828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -4143865.500000 Penalty: 5279.705566
	Iteration 61Q: 3 clusters Score -4143866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -4143892.250000 Penalty: 5279.705566
	Iteration 62Q: 3 clusters Score -4143892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -4143913.750000 Penalty: 5279.705566
	Iteration 63Q: 3 clusters Score -4143914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -4143943.000000 Penalty: 5279.705566
	Iteration 64Q: 3 clusters Score -4143943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -4143965.250000 Penalty: 5279.705566
	Iteration 65Q: 3 clusters Score -4143965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -4143977.500000 Penalty: 5279.705566
	Iteration 66Q: 3 clusters Score -4143978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -4143986.250000 Penalty: 5279.705566
	Iteration 67Q: 3 clusters Score -4143986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -4143992.250000 Penalty: 5279.705566
	Iteration 68Q: 3 clusters Score -4143992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -4143997.500000 Penalty: 5279.705566
	Iteration 69Q: 3 clusters Score -4143998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -4144007.000000 Penalty: 5279.705566
	Iteration 70Q: 3 clusters Score -4144007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -4144005.250000 Penalty: 5279.705566
	Iteration 71Q: 3 clusters Score -4144005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -4144009.000000 Penalty: 5279.705566
	Iteration 72Q: 3 clusters Score -4144009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -4144011.250000 Penalty: 5279.705566
	Iteration 73Q: 3 clusters Score -4144011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -4144012.750000 Penalty: 5279.705566
	Iteration 74Q: 3 clusters Score -4144013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -4144016.500000 Penalty: 5279.705566
	Iteration 75Q: 3 clusters Score -4144016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -4144021.750000 Penalty: 5279.705566
	Iteration 76Q: 3 clusters Score -4144022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -4144023.500000 Penalty: 5279.705566
	Iteration 77Q: 3 clusters Score -4144024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -4144023.500000 Penalty: 5279.705566
	Iteration 78F: 3 clusters Score -4144024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Entering Unmasked Estep 
Score: -2007247.875000 Penalty: 2459.659668
	Iteration 0F: 2 clusters Score -2007248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1992967.250000 Penalty: 4919.319336
	Iteration 0F: 3 clusters Score -1992967 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1997802.375000 Penalty: 4919.319336
	Iteration 1F: 3 clusters Score -1997802 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1998193.500000 Penalty: 4919.319336
	Iteration 2F: 3 clusters Score -1998194 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1998503.125000 Penalty: 4919.319336
	Iteration 3Q: 3 clusters Score -1998503 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1998773.375000 Penalty: 4919.319336
	Iteration 4Q: 3 clusters Score -1998773 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1999040.500000 Penalty: 4919.319336
	Iteration 5Q: 3 clusters Score -1999040 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1999330.625000 Penalty: 4919.319336
	Iteration 6Q: 3 clusters Score -1999331 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1999740.125000 Penalty: 4919.319336
	Iteration 7Q: 3 clusters Score -1999740 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2000314.625000 Penalty: 4919.319336
	Iteration 8Q: 3 clusters Score -2000315 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2001122.000000 Penalty: 4919.319336
	Iteration 9F: 3 clusters Score -2001122 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2002099.875000 Penalty: 4919.319336
	Iteration 10F: 3 clusters Score -2002100 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2003115.750000 Penalty: 4919.319336
	Iteration 11F: 3 clusters Score -2003116 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2003939.875000 Penalty: 4919.319336
	Iteration 12Q: 3 clusters Score -2003940 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2004444.125000 Penalty: 4919.319336
	Iteration 13Q: 3 clusters Score -2004444 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2004739.625000 Penalty: 4919.319336
	Iteration 14Q: 3 clusters Score -2004740 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2004917.250000 Penalty: 4919.319336
	Iteration 15Q: 3 clusters Score -2004917 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2005013.000000 Penalty: 4919.319336
	Iteration 16Q: 3 clusters Score -2005013 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2005081.625000 Penalty: 4919.319336
	Iteration 17Q: 3 clusters Score -2005082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2005126.125000 Penalty: 4919.319336
	Iteration 18Q: 3 clusters Score -2005126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2005158.875000 Penalty: 4919.319336
	Iteration 19Q: 3 clusters Score -2005159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2005162.000000 Penalty: 4919.319336
	Iteration 20F: 3 clusters Score -2005162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2005174.000000 Penalty: 4919.319336
	Iteration 21Q: 3 clusters Score -2005174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2005179.000000 Penalty: 4919.319336
	Iteration 22Q: 3 clusters Score -2005179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2005182.750000 Penalty: 4919.319336
	Iteration 23Q: 3 clusters Score -2005183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2005188.250000 Penalty: 4919.319336
	Iteration 24Q: 3 clusters Score -2005188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2005190.875000 Penalty: 4919.319336
	Iteration 25Q: 3 clusters Score -2005191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2005195.250000 Penalty: 4919.319336
	Iteration 26Q: 3 clusters Score -2005195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2005196.125000 Penalty: 4919.319336
	Iteration 27Q: 3 clusters Score -2005196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2005197.500000 Penalty: 4919.319336
	Iteration 28Q: 3 clusters Score -2005198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2005197.250000 Penalty: 4919.319336
	Iteration 29Q: 3 clusters Score -2005197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2005195.125000 Penalty: 4919.319336
	Iteration 30Q: 3 clusters Score -2005195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2005195.125000 Penalty: 4919.319336
	Iteration 31F: 3 clusters Score -2005195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Entering Unmasked Estep 
Score: -1085776.875000 Penalty: 2310.670410
	Iteration 0F: 2 clusters Score -1085777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1077434.000000 Penalty: 4621.340820
	Iteration 0F: 3 clusters Score -1077434 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1079908.125000 Penalty: 4621.340820
	Iteration 1F: 3 clusters Score -1079908 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1080193.125000 Penalty: 4621.340820
	Iteration 2F: 3 clusters Score -1080193 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1080396.375000 Penalty: 4621.340820
	Iteration 3Q: 3 clusters Score -1080396 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1080561.875000 Penalty: 4621.340820
	Iteration 4Q: 3 clusters Score -1080562 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1080732.500000 Penalty: 4621.340820
	Iteration 5Q: 3 clusters Score -1080732 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1080892.000000 Penalty: 4621.340820
	Iteration 6Q: 3 clusters Score -1080892 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1081074.625000 Penalty: 4621.340820
	Iteration 7Q: 3 clusters Score -1081075 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1081271.375000 Penalty: 4621.340820
	Iteration 8Q: 3 clusters Score -1081271 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1081496.250000 Penalty: 4621.340820
	Iteration 9Q: 3 clusters Score -1081496 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1081754.750000 Penalty: 4621.340820
	Iteration 10Q: 3 clusters Score -1081755 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1082016.750000 Penalty: 4621.340820
	Iteration 11Q: 3 clusters Score -1082017 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1082303.125000 Penalty: 4621.340820
	Iteration 12Q: 3 clusters Score -1082303 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1082574.750000 Penalty: 4621.340820
	Iteration 13Q: 3 clusters Score -1082575 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1082834.000000 Penalty: 4621.340820
	Iteration 14Q: 3 clusters Score -1082834 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1083054.250000 Penalty: 4621.340820
	Iteration 15Q: 3 clusters Score -1083054 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1083267.000000 Penalty: 4621.340820
	Iteration 16Q: 3 clusters Score -1083267 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1083422.750000 Penalty: 4621.340820
	Iteration 17Q: 3 clusters Score -1083423 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1083543.000000 Penalty: 4621.340820
	Iteration 18Q: 3 clusters Score -1083543 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1083605.750000 Penalty: 4621.340820
	Iteration 19Q: 3 clusters Score -1083606 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1083660.875000 Penalty: 4621.340820
	Iteration 20F: 3 clusters Score -1083661 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1083707.375000 Penalty: 4621.340820
	Iteration 21Q: 3 clusters Score -1083707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1083741.875000 Penalty: 4621.340820
	Iteration 22Q: 3 clusters Score -1083742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1083763.500000 Penalty: 4621.340820
	Iteration 23Q: 3 clusters Score -1083764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1083778.750000 Penalty: 4621.340820
	Iteration 24Q: 3 clusters Score -1083779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1083791.500000 Penalty: 4621.340820
	Iteration 25Q: 3 clusters Score -1083792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1083798.250000 Penalty: 4621.340820
	Iteration 26Q: 3 clusters Score -1083798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1083808.875000 Penalty: 4621.340820
	Iteration 27Q: 3 clusters Score -1083809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1083818.250000 Penalty: 4621.340820
	Iteration 28Q: 3 clusters Score -1083818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1083826.375000 Penalty: 4621.340820
	Iteration 29Q: 3 clusters Score -1083826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1083835.125000 Penalty: 4621.340820
	Iteration 30Q: 3 clusters Score -1083835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1083840.000000 Penalty: 4621.340820
	Iteration 31Q: 3 clusters Score -1083840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1083844.375000 Penalty: 4621.340820
	Iteration 32Q: 3 clusters Score -1083844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1083848.375000 Penalty: 4621.340820
	Iteration 33Q: 3 clusters Score -1083848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1083855.000000 Penalty: 4621.340820
	Iteration 34Q: 3 clusters Score -1083855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1083864.500000 Penalty: 4621.340820
	Iteration 35Q: 3 clusters Score -1083864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1083868.375000 Penalty: 4621.340820
	Iteration 36Q: 3 clusters Score -1083868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1083868.250000 Penalty: 4621.340820
	Iteration 37Q: 3 clusters Score -1083868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1083870.500000 Penalty: 4621.340820
	Iteration 38Q: 3 clusters Score -1083870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1083871.750000 Penalty: 4621.340820
	Iteration 39Q: 3 clusters Score -1083872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1083871.750000 Penalty: 4621.340820
	Iteration 40F: 3 clusters Score -1083872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (69208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Entering Unmasked Estep 
Score: -7025871.000000 Penalty: 2763.928223
	Iteration 0F: 2 clusters Score -7025871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -6979571.500000 Penalty: 5527.856445
	Iteration 0F: 3 clusters Score -6979572 nChanged 32213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -6997691.000000 Penalty: 5527.856445
	Iteration 1F: 3 clusters Score -6997691 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -6998330.500000 Penalty: 5527.856445
	Iteration 2Q: 3 clusters Score -6998330 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -6999011.500000 Penalty: 5527.856445
	Iteration 3Q: 3 clusters Score -6999012 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -6999721.000000 Penalty: 5527.856445
	Iteration 4Q: 3 clusters Score -6999721 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -7000535.000000 Penalty: 5527.856445
	Iteration 5Q: 3 clusters Score -7000535 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -7001584.500000 Penalty: 5527.856445
	Iteration 6Q: 3 clusters Score -7001584 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -7002673.000000 Penalty: 5527.856445
	Iteration 7Q: 3 clusters Score -7002673 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -7003918.500000 Penalty: 5527.856445
	Iteration 8Q: 3 clusters Score -7003918 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -7005256.500000 Penalty: 5527.856445
	Iteration 9Q: 3 clusters Score -7005256 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -7006564.500000 Penalty: 5527.856445
	Iteration 10Q: 3 clusters Score -7006564 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -7007893.000000 Penalty: 5527.856445
	Iteration 11Q: 3 clusters Score -7007893 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -7009208.000000 Penalty: 5527.856445
	Iteration 12Q: 3 clusters Score -7009208 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -7010553.000000 Penalty: 5527.856445
	Iteration 13Q: 3 clusters Score -7010553 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -7011730.000000 Penalty: 5527.856445
	Iteration 14Q: 3 clusters Score -7011730 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -7012809.500000 Penalty: 5527.856445
	Iteration 15Q: 3 clusters Score -7012810 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -7013653.500000 Penalty: 5527.856445
	Iteration 16Q: 3 clusters Score -7013654 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -7014263.000000 Penalty: 5527.856445
	Iteration 17Q: 3 clusters Score -7014263 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -7014764.500000 Penalty: 5527.856445
	Iteration 18Q: 3 clusters Score -7014764 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -7015126.000000 Penalty: 5527.856445
	Iteration 19Q: 3 clusters Score -7015126 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -7015485.000000 Penalty: 5527.856445
	Iteration 20F: 3 clusters Score -7015485 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -7015798.000000 Penalty: 5527.856445
	Iteration 21Q: 3 clusters Score -7015798 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -7016093.500000 Penalty: 5527.856445
	Iteration 22Q: 3 clusters Score -7016094 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -7016400.000000 Penalty: 5527.856445
	Iteration 23Q: 3 clusters Score -7016400 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -7016741.500000 Penalty: 5527.856445
	Iteration 24Q: 3 clusters Score -7016742 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -7017081.000000 Penalty: 5527.856445
	Iteration 25Q: 3 clusters Score -7017081 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -7017412.500000 Penalty: 5527.856445
	Iteration 26Q: 3 clusters Score -7017412 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -7017788.500000 Penalty: 5527.856445
	Iteration 27Q: 3 clusters Score -7017788 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -7018234.000000 Penalty: 5527.856445
	Iteration 28Q: 3 clusters Score -7018234 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -7018644.500000 Penalty: 5527.856445
	Iteration 29Q: 3 clusters Score -7018644 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -7019089.000000 Penalty: 5527.856445
	Iteration 30Q: 3 clusters Score -7019089 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -7019575.500000 Penalty: 5527.856445
	Iteration 31Q: 3 clusters Score -7019576 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -7020026.500000 Penalty: 5527.856445
	Iteration 32Q: 3 clusters Score -7020026 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -7020442.000000 Penalty: 5527.856445
	Iteration 33Q: 3 clusters Score -7020442 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -7020850.000000 Penalty: 5527.856445
	Iteration 34Q: 3 clusters Score -7020850 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -7021252.000000 Penalty: 5527.856445
	Iteration 35Q: 3 clusters Score -7021252 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -7021544.000000 Penalty: 5527.856445
	Iteration 36Q: 3 clusters Score -7021544 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -7021846.500000 Penalty: 5527.856445
	Iteration 37Q: 3 clusters Score -7021846 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -7022052.500000 Penalty: 5527.856445
	Iteration 38Q: 3 clusters Score -7022052 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -7022209.000000 Penalty: 5527.856445
	Iteration 39Q: 3 clusters Score -7022209 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -7022396.000000 Penalty: 5527.856445
	Iteration 40F: 3 clusters Score -7022396 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -7022568.000000 Penalty: 5527.856445
	Iteration 41Q: 3 clusters Score -7022568 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -7022688.000000 Penalty: 5527.856445
	Iteration 42Q: 3 clusters Score -7022688 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -7022791.000000 Penalty: 5527.856445
	Iteration 43Q: 3 clusters Score -7022791 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -7022877.000000 Penalty: 5527.856445
	Iteration 44Q: 3 clusters Score -7022877 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -7022991.000000 Penalty: 5527.856445
	Iteration 45Q: 3 clusters Score -7022991 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -7023041.500000 Penalty: 5527.856445
	Iteration 46Q: 3 clusters Score -7023042 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -7023068.500000 Penalty: 5527.856445
	Iteration 47Q: 3 clusters Score -7023068 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -7023144.000000 Penalty: 5527.856445
	Iteration 48Q: 3 clusters Score -7023144 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 67566 members 
Entering Unmasked Estep 
Score: -7023174.000000 Penalty: 5527.856445
	Iteration 49Q: 3 clusters Score -7023174 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -7023209.000000 Penalty: 5527.856445
	Iteration 50Q: 3 clusters Score -7023209 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -7023241.000000 Penalty: 5527.856445
	Iteration 51Q: 3 clusters Score -7023241 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 67855 members 
Entering Unmasked Estep 
Score: -7023268.500000 Penalty: 5527.856445
	Iteration 52Q: 3 clusters Score -7023268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -7023281.000000 Penalty: 5527.856445
	Iteration 53Q: 3 clusters Score -7023281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -7023313.500000 Penalty: 5527.856445
	Iteration 54Q: 3 clusters Score -7023314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 68022 members 
Entering Unmasked Estep 
Score: -7023332.500000 Penalty: 5527.856445
	Iteration 55Q: 3 clusters Score -7023332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -7023368.500000 Penalty: 5527.856445
	Iteration 56Q: 3 clusters Score -7023368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -7023388.500000 Penalty: 5527.856445
	Iteration 57Q: 3 clusters Score -7023388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -7023394.500000 Penalty: 5527.856445
	Iteration 58Q: 3 clusters Score -7023394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -7023408.500000 Penalty: 5527.856445
	Iteration 59Q: 3 clusters Score -7023408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -7023425.500000 Penalty: 5527.856445
	Iteration 60F: 3 clusters Score -7023426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 68247 members 
Entering Unmasked Estep 
Score: -7023440.500000 Penalty: 5527.856445
	Iteration 61Q: 3 clusters Score -7023440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 68272 members 
Entering Unmasked Estep 
Score: -7023458.000000 Penalty: 5527.856445
	Iteration 62Q: 3 clusters Score -7023458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -7023471.000000 Penalty: 5527.856445
	Iteration 63Q: 3 clusters Score -7023471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -7023477.000000 Penalty: 5527.856445
	Iteration 64Q: 3 clusters Score -7023477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -7023485.500000 Penalty: 5527.856445
	Iteration 65Q: 3 clusters Score -7023486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
Score: -7023484.000000 Penalty: 5527.856445
	Iteration 66Q: 3 clusters Score -7023484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -7023498.000000 Penalty: 5527.856445
	Iteration 67Q: 3 clusters Score -7023498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -7023502.500000 Penalty: 5527.856445
	Iteration 68Q: 3 clusters Score -7023502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 68374 members 
Entering Unmasked Estep 
Score: -7023518.000000 Penalty: 5527.856445
	Iteration 69Q: 3 clusters Score -7023518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 68387 members 
Entering Unmasked Estep 
Score: -7023522.000000 Penalty: 5527.856445
	Iteration 70Q: 3 clusters Score -7023522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -7023523.500000 Penalty: 5527.856445
	Iteration 71Q: 3 clusters Score -7023524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -7023529.000000 Penalty: 5527.856445
	Iteration 72Q: 3 clusters Score -7023529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -7023530.000000 Penalty: 5527.856445
	Iteration 73Q: 3 clusters Score -7023530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -7023544.000000 Penalty: 5527.856445
	Iteration 74Q: 3 clusters Score -7023544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 68430 members 
Entering Unmasked Estep 
Score: -7023541.000000 Penalty: 5527.856445
	Iteration 75Q: 3 clusters Score -7023541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -7023544.500000 Penalty: 5527.856445
	Iteration 76Q: 3 clusters Score -7023544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -7023544.500000 Penalty: 5527.856445
	Iteration 77Q: 3 clusters Score -7023544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -7023547.500000 Penalty: 5527.856445
	Iteration 78Q: 3 clusters Score -7023548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -7023541.500000 Penalty: 5527.856445
	Iteration 79Q: 3 clusters Score -7023542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -7023542.500000 Penalty: 5527.856445
	Iteration 80F: 3 clusters Score -7023542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -114760.843750 Penalty: 1766.670898
	Iteration 0F: 2 clusters Score -114760.8 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 606 members 
Entering Unmasked Estep 
Score: -112738.367188 Penalty: 3533.341797
	Iteration 0F: 3 clusters Score -112738.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -113152.500000 Penalty: 3533.341797
	Iteration 1F: 3 clusters Score -113152.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113329.804688 Penalty: 3533.341797
	Iteration 2F: 3 clusters Score -113329.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113452.078125 Penalty: 3533.341797
	Iteration 3F: 3 clusters Score -113452.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -113548.187500 Penalty: 3533.341797
	Iteration 4F: 3 clusters Score -113548.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -113617.132812 Penalty: 3533.341797
	Iteration 5Q: 3 clusters Score -113617.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -113659.398438 Penalty: 3533.341797
	Iteration 6Q: 3 clusters Score -113659.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -113696.984375 Penalty: 3533.341797
	Iteration 7Q: 3 clusters Score -113697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -113724.335938 Penalty: 3533.341797
	Iteration 8Q: 3 clusters Score -113724.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -113744.914062 Penalty: 3533.341797
	Iteration 9Q: 3 clusters Score -113744.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -113763.468750 Penalty: 3533.341797
	Iteration 10Q: 3 clusters Score -113763.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -113775.445312 Penalty: 3533.341797
	Iteration 11Q: 3 clusters Score -113775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -113781.710938 Penalty: 3533.341797
	Iteration 12Q: 3 clusters Score -113781.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -113792.710938 Penalty: 3533.341797
	Iteration 13Q: 3 clusters Score -113792.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -113793.867188 Penalty: 3533.341797
	Iteration 14Q: 3 clusters Score -113793.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -113797.710938 Penalty: 3533.341797
	Iteration 15Q: 3 clusters Score -113797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -113798.585938 Penalty: 3533.341797
	Iteration 16Q: 3 clusters Score -113798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -113799.789062 Penalty: 3533.341797
	Iteration 17Q: 3 clusters Score -113799.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -113799.789062 Penalty: 3533.341797
	Iteration 18F: 3 clusters Score -113799.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Entering Unmasked Estep 
Score: -778116.250000 Penalty: 2218.312988
	Iteration 0F: 2 clusters Score -778116.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -771949.437500 Penalty: 4436.625977
	Iteration 0F: 3 clusters Score -771949.4 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -773555.187500 Penalty: 4436.625977
	Iteration 1F: 3 clusters Score -773555.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -773813.312500 Penalty: 4436.625977
	Iteration 2F: 3 clusters Score -773813.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -773995.750000 Penalty: 4436.625977
	Iteration 3F: 3 clusters Score -773995.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -774107.937500 Penalty: 4436.625977
	Iteration 4Q: 3 clusters Score -774107.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -774209.937500 Penalty: 4436.625977
	Iteration 5Q: 3 clusters Score -774209.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -774323.625000 Penalty: 4436.625977
	Iteration 6Q: 3 clusters Score -774323.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -774458.812500 Penalty: 4436.625977
	Iteration 7Q: 3 clusters Score -774458.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -774607.625000 Penalty: 4436.625977
	Iteration 8Q: 3 clusters Score -774607.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -774771.812500 Penalty: 4436.625977
	Iteration 9Q: 3 clusters Score -774771.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -774941.750000 Penalty: 4436.625977
	Iteration 10Q: 3 clusters Score -774941.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -775106.437500 Penalty: 4436.625977
	Iteration 11Q: 3 clusters Score -775106.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -775276.437500 Penalty: 4436.625977
	Iteration 12Q: 3 clusters Score -775276.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -775431.625000 Penalty: 4436.625977
	Iteration 13Q: 3 clusters Score -775431.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -775574.562500 Penalty: 4436.625977
	Iteration 14Q: 3 clusters Score -775574.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -775700.312500 Penalty: 4436.625977
	Iteration 15Q: 3 clusters Score -775700.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -775809.187500 Penalty: 4436.625977
	Iteration 16Q: 3 clusters Score -775809.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -775879.812500 Penalty: 4436.625977
	Iteration 17Q: 3 clusters Score -775879.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -775953.687500 Penalty: 4436.625977
	Iteration 18Q: 3 clusters Score -775953.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -776016.250000 Penalty: 4436.625977
	Iteration 19Q: 3 clusters Score -776016.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -776061.437500 Penalty: 4436.625977
	Iteration 20F: 3 clusters Score -776061.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -776099.625000 Penalty: 4436.625977
	Iteration 21Q: 3 clusters Score -776099.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -776121.937500 Penalty: 4436.625977
	Iteration 22Q: 3 clusters Score -776121.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -776138.000000 Penalty: 4436.625977
	Iteration 23Q: 3 clusters Score -776138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -776157.000000 Penalty: 4436.625977
	Iteration 24Q: 3 clusters Score -776157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -776171.250000 Penalty: 4436.625977
	Iteration 25Q: 3 clusters Score -776171.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -776191.875000 Penalty: 4436.625977
	Iteration 26Q: 3 clusters Score -776191.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -776216.750000 Penalty: 4436.625977
	Iteration 27Q: 3 clusters Score -776216.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -776233.937500 Penalty: 4436.625977
	Iteration 28Q: 3 clusters Score -776233.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -776241.750000 Penalty: 4436.625977
	Iteration 29Q: 3 clusters Score -776241.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -776246.000000 Penalty: 4436.625977
	Iteration 30Q: 3 clusters Score -776246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -776249.062500 Penalty: 4436.625977
	Iteration 31Q: 3 clusters Score -776249.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -776253.875000 Penalty: 4436.625977
	Iteration 32Q: 3 clusters Score -776253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -776256.625000 Penalty: 4436.625977
	Iteration 33Q: 3 clusters Score -776256.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -776260.750000 Penalty: 4436.625977
	Iteration 34Q: 3 clusters Score -776260.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -776266.250000 Penalty: 4436.625977
	Iteration 35Q: 3 clusters Score -776266.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -776272.437500 Penalty: 4436.625977
	Iteration 36Q: 3 clusters Score -776272.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -776284.187500 Penalty: 4436.625977
	Iteration 37Q: 3 clusters Score -776284.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -776291.000000 Penalty: 4436.625977
	Iteration 38Q: 3 clusters Score -776291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -776291.562500 Penalty: 4436.625977
	Iteration 39Q: 3 clusters Score -776291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -776293.125000 Penalty: 4436.625977
	Iteration 40F: 3 clusters Score -776293.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -776293.687500 Penalty: 4436.625977
	Iteration 41Q: 3 clusters Score -776293.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -776293.687500 Penalty: 4436.625977
	Iteration 42F: 3 clusters Score -776293.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Entering Unmasked Estep 
Score: -1501505.875000 Penalty: 2387.710693
	Iteration 0F: 2 clusters Score -1501506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1490511.750000 Penalty: 4775.421387
	Iteration 0F: 3 clusters Score -1490512 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1494016.250000 Penalty: 4775.421387
	Iteration 1F: 3 clusters Score -1494016 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1494418.000000 Penalty: 4775.421387
	Iteration 2F: 3 clusters Score -1494418 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1494782.625000 Penalty: 4775.421387
	Iteration 3F: 3 clusters Score -1494783 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1495140.000000 Penalty: 4775.421387
	Iteration 4Q: 3 clusters Score -1495140 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1495501.875000 Penalty: 4775.421387
	Iteration 5Q: 3 clusters Score -1495502 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1495840.875000 Penalty: 4775.421387
	Iteration 6Q: 3 clusters Score -1495841 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1496148.625000 Penalty: 4775.421387
	Iteration 7Q: 3 clusters Score -1496149 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1496425.250000 Penalty: 4775.421387
	Iteration 8Q: 3 clusters Score -1496425 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1496673.375000 Penalty: 4775.421387
	Iteration 9Q: 3 clusters Score -1496673 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1496909.000000 Penalty: 4775.421387
	Iteration 10Q: 3 clusters Score -1496909 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1497106.250000 Penalty: 4775.421387
	Iteration 11Q: 3 clusters Score -1497106 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1497272.000000 Penalty: 4775.421387
	Iteration 12Q: 3 clusters Score -1497272 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1497407.375000 Penalty: 4775.421387
	Iteration 13Q: 3 clusters Score -1497407 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1497548.125000 Penalty: 4775.421387
	Iteration 14Q: 3 clusters Score -1497548 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1497660.125000 Penalty: 4775.421387
	Iteration 15Q: 3 clusters Score -1497660 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1497757.250000 Penalty: 4775.421387
	Iteration 16Q: 3 clusters Score -1497757 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1497840.125000 Penalty: 4775.421387
	Iteration 17Q: 3 clusters Score -1497840 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1497890.625000 Penalty: 4775.421387
	Iteration 18Q: 3 clusters Score -1497891 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1497944.375000 Penalty: 4775.421387
	Iteration 19Q: 3 clusters Score -1497944 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1497979.000000 Penalty: 4775.421387
	Iteration 20F: 3 clusters Score -1497979 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1498002.000000 Penalty: 4775.421387
	Iteration 21Q: 3 clusters Score -1498002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1498019.875000 Penalty: 4775.421387
	Iteration 22Q: 3 clusters Score -1498020 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1498035.750000 Penalty: 4775.421387
	Iteration 23Q: 3 clusters Score -1498036 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1498051.375000 Penalty: 4775.421387
	Iteration 24Q: 3 clusters Score -1498051 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1498063.250000 Penalty: 4775.421387
	Iteration 25Q: 3 clusters Score -1498063 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1498080.500000 Penalty: 4775.421387
	Iteration 26Q: 3 clusters Score -1498080 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1498093.375000 Penalty: 4775.421387
	Iteration 27Q: 3 clusters Score -1498093 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1498104.000000 Penalty: 4775.421387
	Iteration 28Q: 3 clusters Score -1498104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1498106.500000 Penalty: 4775.421387
	Iteration 29Q: 3 clusters Score -1498106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1498112.875000 Penalty: 4775.421387
	Iteration 30Q: 3 clusters Score -1498113 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1498121.250000 Penalty: 4775.421387
	Iteration 31Q: 3 clusters Score -1498121 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1498123.375000 Penalty: 4775.421387
	Iteration 32Q: 3 clusters Score -1498123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1498128.000000 Penalty: 4775.421387
	Iteration 33Q: 3 clusters Score -1498128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1498136.875000 Penalty: 4775.421387
	Iteration 34Q: 3 clusters Score -1498137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1498142.375000 Penalty: 4775.421387
	Iteration 35Q: 3 clusters Score -1498142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1498143.500000 Penalty: 4775.421387
	Iteration 36Q: 3 clusters Score -1498144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1498150.875000 Penalty: 4775.421387
	Iteration 37Q: 3 clusters Score -1498151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1498148.125000 Penalty: 4775.421387
	Iteration 38Q: 3 clusters Score -1498148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1498152.625000 Penalty: 4775.421387
	Iteration 39Q: 3 clusters Score -1498153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1498153.625000 Penalty: 4775.421387
	Iteration 40F: 3 clusters Score -1498154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1498161.375000 Penalty: 4775.421387
	Iteration 41Q: 3 clusters Score -1498161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1498157.375000 Penalty: 4775.421387
	Iteration 42Q: 3 clusters Score -1498157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1498161.250000 Penalty: 4775.421387
	Iteration 43Q: 3 clusters Score -1498161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1498159.750000 Penalty: 4775.421387
	Iteration 44Q: 3 clusters Score -1498160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1498160.125000 Penalty: 4775.421387
	Iteration 45Q: 3 clusters Score -1498160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1498165.500000 Penalty: 4775.421387
	Iteration 46Q: 3 clusters Score -1498166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1498168.250000 Penalty: 4775.421387
	Iteration 47Q: 3 clusters Score -1498168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1498166.125000 Penalty: 4775.421387
	Iteration 48Q: 3 clusters Score -1498166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1498167.500000 Penalty: 4775.421387
	Iteration 49Q: 3 clusters Score -1498168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1498171.875000 Penalty: 4775.421387
	Iteration 50Q: 3 clusters Score -1498172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1498172.750000 Penalty: 4775.421387
	Iteration 51Q: 3 clusters Score -1498173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1498180.250000 Penalty: 4775.421387
	Iteration 52Q: 3 clusters Score -1498180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1498181.500000 Penalty: 4775.421387
	Iteration 53Q: 3 clusters Score -1498182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1498178.625000 Penalty: 4775.421387
	Iteration 54Q: 3 clusters Score -1498179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1498177.000000 Penalty: 4775.421387
	Iteration 55Q: 3 clusters Score -1498177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1498183.000000 Penalty: 4775.421387
	Iteration 56Q: 3 clusters Score -1498183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1498188.625000 Penalty: 4775.421387
	Iteration 57Q: 3 clusters Score -1498189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1498187.375000 Penalty: 4775.421387
	Iteration 58Q: 3 clusters Score -1498187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1498188.250000 Penalty: 4775.421387
	Iteration 59Q: 3 clusters Score -1498188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1498188.875000 Penalty: 4775.421387
	Iteration 60F: 3 clusters Score -1498189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1498187.625000 Penalty: 4775.421387
	Iteration 61Q: 3 clusters Score -1498188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1498186.875000 Penalty: 4775.421387
	Iteration 62Q: 3 clusters Score -1498187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1498188.250000 Penalty: 4775.421387
	Iteration 63Q: 3 clusters Score -1498188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1498189.500000 Penalty: 4775.421387
	Iteration 64Q: 3 clusters Score -1498190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1498188.125000 Penalty: 4775.421387
	Iteration 65Q: 3 clusters Score -1498188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1498191.125000 Penalty: 4775.421387
	Iteration 66Q: 3 clusters Score -1498191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1498194.250000 Penalty: 4775.421387
	Iteration 67Q: 3 clusters Score -1498194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1498192.375000 Penalty: 4775.421387
	Iteration 68Q: 3 clusters Score -1498192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1498189.375000 Penalty: 4775.421387
	Iteration 69Q: 3 clusters Score -1498189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1498188.000000 Penalty: 4775.421387
	Iteration 70Q: 3 clusters Score -1498188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1498189.625000 Penalty: 4775.421387
	Iteration 71Q: 3 clusters Score -1498190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1498189.000000 Penalty: 4775.421387
	Iteration 72Q: 3 clusters Score -1498189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1498189.750000 Penalty: 4775.421387
	Iteration 73Q: 3 clusters Score -1498190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1498192.875000 Penalty: 4775.421387
	Iteration 74Q: 3 clusters Score -1498193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1498193.250000 Penalty: 4775.421387
	Iteration 75Q: 3 clusters Score -1498193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1498195.000000 Penalty: 4775.421387
	Iteration 76Q: 3 clusters Score -1498195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1498201.125000 Penalty: 4775.421387
	Iteration 77Q: 3 clusters Score -1498201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1498199.875000 Penalty: 4775.421387
	Iteration 78Q: 3 clusters Score -1498200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1498201.000000 Penalty: 4775.421387
	Iteration 79Q: 3 clusters Score -1498201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1498201.750000 Penalty: 4775.421387
	Iteration 80F: 3 clusters Score -1498202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1498201.875000 Penalty: 4775.421387
	Iteration 81Q: 3 clusters Score -1498202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1498199.625000 Penalty: 4775.421387
	Iteration 82Q: 3 clusters Score -1498200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1498201.000000 Penalty: 4775.421387
	Iteration 83Q: 3 clusters Score -1498201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1498199.250000 Penalty: 4775.421387
	Iteration 84Q: 3 clusters Score -1498199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1498199.250000 Penalty: 4775.421387
	Iteration 85F: 3 clusters Score -1498199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (24129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Entering Unmasked Estep 
Score: -2478001.500000 Penalty: 2502.610107
	Iteration 0F: 2 clusters Score -2478002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2461292.000000 Penalty: 5005.220215
	Iteration 0F: 3 clusters Score -2461292 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2466934.250000 Penalty: 5005.220215
	Iteration 1F: 3 clusters Score -2466934 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2467341.000000 Penalty: 5005.220215
	Iteration 2Q: 3 clusters Score -2467341 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2467688.000000 Penalty: 5005.220215
	Iteration 3Q: 3 clusters Score -2467688 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2468033.250000 Penalty: 5005.220215
	Iteration 4Q: 3 clusters Score -2468033 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2468381.000000 Penalty: 5005.220215
	Iteration 5Q: 3 clusters Score -2468381 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2468782.250000 Penalty: 5005.220215
	Iteration 6Q: 3 clusters Score -2468782 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2469199.250000 Penalty: 5005.220215
	Iteration 7Q: 3 clusters Score -2469199 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2469620.500000 Penalty: 5005.220215
	Iteration 8Q: 3 clusters Score -2469620 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2470051.250000 Penalty: 5005.220215
	Iteration 9Q: 3 clusters Score -2470051 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2470492.000000 Penalty: 5005.220215
	Iteration 10Q: 3 clusters Score -2470492 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2471011.500000 Penalty: 5005.220215
	Iteration 11Q: 3 clusters Score -2471012 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2471528.250000 Penalty: 5005.220215
	Iteration 12Q: 3 clusters Score -2471528 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2472065.750000 Penalty: 5005.220215
	Iteration 13Q: 3 clusters Score -2472066 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2472584.250000 Penalty: 5005.220215
	Iteration 14Q: 3 clusters Score -2472584 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2473073.750000 Penalty: 5005.220215
	Iteration 15Q: 3 clusters Score -2473074 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2473494.000000 Penalty: 5005.220215
	Iteration 16Q: 3 clusters Score -2473494 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2473807.250000 Penalty: 5005.220215
	Iteration 17Q: 3 clusters Score -2473807 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2474060.500000 Penalty: 5005.220215
	Iteration 18Q: 3 clusters Score -2474060 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2474267.750000 Penalty: 5005.220215
	Iteration 19Q: 3 clusters Score -2474268 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2474434.250000 Penalty: 5005.220215
	Iteration 20F: 3 clusters Score -2474434 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2474605.750000 Penalty: 5005.220215
	Iteration 21Q: 3 clusters Score -2474606 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2474768.000000 Penalty: 5005.220215
	Iteration 22Q: 3 clusters Score -2474768 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2474896.500000 Penalty: 5005.220215
	Iteration 23Q: 3 clusters Score -2474896 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -2475002.750000 Penalty: 5005.220215
	Iteration 24Q: 3 clusters Score -2475003 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2475127.250000 Penalty: 5005.220215
	Iteration 25Q: 3 clusters Score -2475127 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -2475252.250000 Penalty: 5005.220215
	Iteration 26Q: 3 clusters Score -2475252 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -2475395.000000 Penalty: 5005.220215
	Iteration 27Q: 3 clusters Score -2475395 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -2475502.250000 Penalty: 5005.220215
	Iteration 28Q: 3 clusters Score -2475502 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -2475580.500000 Penalty: 5005.220215
	Iteration 29Q: 3 clusters Score -2475580 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -2475642.750000 Penalty: 5005.220215
	Iteration 30Q: 3 clusters Score -2475643 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -2475692.750000 Penalty: 5005.220215
	Iteration 31Q: 3 clusters Score -2475693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -2475718.750000 Penalty: 5005.220215
	Iteration 32Q: 3 clusters Score -2475719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -2475748.000000 Penalty: 5005.220215
	Iteration 33Q: 3 clusters Score -2475748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -2475785.250000 Penalty: 5005.220215
	Iteration 34Q: 3 clusters Score -2475785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2475804.500000 Penalty: 5005.220215
	Iteration 35Q: 3 clusters Score -2475804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2475822.500000 Penalty: 5005.220215
	Iteration 36Q: 3 clusters Score -2475822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2475836.250000 Penalty: 5005.220215
	Iteration 37Q: 3 clusters Score -2475836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2475848.500000 Penalty: 5005.220215
	Iteration 38Q: 3 clusters Score -2475848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2475858.250000 Penalty: 5005.220215
	Iteration 39Q: 3 clusters Score -2475858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2475864.000000 Penalty: 5005.220215
	Iteration 40F: 3 clusters Score -2475864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2475872.750000 Penalty: 5005.220215
	Iteration 41Q: 3 clusters Score -2475873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -2475881.250000 Penalty: 5005.220215
	Iteration 42Q: 3 clusters Score -2475881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2475889.500000 Penalty: 5005.220215
	Iteration 43Q: 3 clusters Score -2475890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -2475896.250000 Penalty: 5005.220215
	Iteration 44Q: 3 clusters Score -2475896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -2475893.500000 Penalty: 5005.220215
	Iteration 45Q: 3 clusters Score -2475894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2475895.250000 Penalty: 5005.220215
	Iteration 46Q: 3 clusters Score -2475895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2475898.500000 Penalty: 5005.220215
	Iteration 47Q: 3 clusters Score -2475898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2475902.000000 Penalty: 5005.220215
	Iteration 48Q: 3 clusters Score -2475902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2475903.000000 Penalty: 5005.220215
	Iteration 49Q: 3 clusters Score -2475903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2475903.750000 Penalty: 5005.220215
	Iteration 50Q: 3 clusters Score -2475904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2475907.000000 Penalty: 5005.220215
	Iteration 51Q: 3 clusters Score -2475907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2475907.500000 Penalty: 5005.220215
	Iteration 52Q: 3 clusters Score -2475908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2475910.000000 Penalty: 5005.220215
	Iteration 53Q: 3 clusters Score -2475910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2475912.500000 Penalty: 5005.220215
	Iteration 54Q: 3 clusters Score -2475912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -2475914.750000 Penalty: 5005.220215
	Iteration 55Q: 3 clusters Score -2475915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2475915.250000 Penalty: 5005.220215
	Iteration 56Q: 3 clusters Score -2475915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2475916.250000 Penalty: 5005.220215
	Iteration 57Q: 3 clusters Score -2475916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2475916.250000 Penalty: 5005.220215
	Iteration 58Q: 3 clusters Score -2475916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2475919.000000 Penalty: 5005.220215
	Iteration 59Q: 3 clusters Score -2475919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -2475919.000000 Penalty: 5005.220215
	Iteration 60F: 3 clusters Score -2475919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2475918.750000 Penalty: 5005.220215
	Iteration 61Q: 3 clusters Score -2475919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2475919.000000 Penalty: 5005.220215
	Iteration 62Q: 3 clusters Score -2475919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2475919.000000 Penalty: 5005.220215
	Iteration 63F: 3 clusters Score -2475919 nChanged 0
24->38 Clusters: Score -157148064.000000, best is -157158768.000000

Starting from 25 clusters...
--- Clustering full data set of 1618423 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 68037 members 
Mstep: Class 3 contains 67296 members 
Mstep: Class 4 contains 67263 members 
Mstep: Class 5 contains 67094 members 
Mstep: Class 6 contains 67032 members 
Mstep: Class 7 contains 67052 members 
Mstep: Class 8 contains 67277 members 
Mstep: Class 9 contains 66889 members 
Mstep: Class 10 contains 67758 members 
Mstep: Class 11 contains 67603 members 
Mstep: Class 12 contains 67292 members 
Mstep: Class 13 contains 67732 members 
Mstep: Class 14 contains 67577 members 
Mstep: Class 15 contains 67635 members 
Mstep: Class 16 contains 67483 members 
Mstep: Class 17 contains 67822 members 
Mstep: Class 18 contains 67154 members 
Mstep: Class 19 contains 67458 members 
Mstep: Class 20 contains 67570 members 
Mstep: Class 21 contains 67408 members 
Mstep: Class 22 contains 67562 members 
Mstep: Class 23 contains 67715 members 
Mstep: Class 24 contains 67294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1126.729858 but Gain 3545.648438
Score: -149948720.000000 Penalty: 81549.875000
Iteration 0F: 24 clusters Score -1.499487e+08 nChanged 1543158
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 130849 members 
Mstep: Class 3 contains 69498 members 
Mstep: Class 4 contains 45221 members 
Mstep: Class 5 contains 36638 members 
Mstep: Class 6 contains 53459 members 
Mstep: Class 7 contains 60345 members 
Mstep: Class 8 contains 46135 members 
Mstep: Class 10 contains 61780 members 
Mstep: Class 11 contains 59287 members 
Mstep: Class 12 contains 57759 members 
Mstep: Class 13 contains 93944 members 
Mstep: Class 14 contains 56960 members 
Mstep: Class 15 contains 49765 members 
Mstep: Class 16 contains 54623 members 
Mstep: Class 17 contains 54557 members 
Mstep: Class 18 contains 214568 members 
Mstep: Class 19 contains 148127 members 
Mstep: Class 20 contains 43608 members 
Mstep: Class 21 contains 43208 members 
Mstep: Class 22 contains 74753 members 
Mstep: Class 23 contains 56045 members 
Mstep: Class 24 contains 55112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154269120.000000 Penalty: 81549.875000
Iteration 1F: 24 clusters Score -1.542691e+08 nChanged 585852
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 111053 members 
Mstep: Class 3 contains 81747 members 
Mstep: Class 4 contains 34493 members 
Mstep: Class 5 contains 28591 members 
Mstep: Class 6 contains 39885 members 
Mstep: Class 7 contains 74273 members 
Mstep: Class 8 contains 29667 members 
Mstep: Class 10 contains 62814 members 
Mstep: Class 11 contains 35110 members 
Mstep: Class 12 contains 53398 members 
Mstep: Class 13 contains 120412 members 
Mstep: Class 14 contains 56650 members 
Mstep: Class 15 contains 33504 members 
Mstep: Class 16 contains 72390 members 
Mstep: Class 17 contains 42600 members 
Mstep: Class 18 contains 222381 members 
Mstep: Class 19 contains 241483 members 
Mstep: Class 20 contains 27699 members 
Mstep: Class 21 contains 35180 members 
Mstep: Class 22 contains 64483 members 
Mstep: Class 23 contains 51566 members 
Mstep: Class 24 contains 57094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155186416.000000 Penalty: 81549.875000
Iteration 2F: 24 clusters Score -1.551864e+08 nChanged 406156
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 101296 members 
Mstep: Class 3 contains 76037 members 
Mstep: Class 4 contains 32115 members 
Mstep: Class 5 contains 30406 members 
Mstep: Class 6 contains 34674 members 
Mstep: Class 7 contains 78349 members 
Mstep: Class 8 contains 21964 members 
Mstep: Class 10 contains 56740 members 
Mstep: Class 11 contains 22969 members 
Mstep: Class 12 contains 58864 members 
Mstep: Class 13 contains 126945 members 
Mstep: Class 14 contains 48954 members 
Mstep: Class 15 contains 26182 members 
Mstep: Class 16 contains 89671 members 
Mstep: Class 17 contains 37097 members 
Mstep: Class 18 contains 220333 members 
Mstep: Class 19 contains 316037 members 
Mstep: Class 20 contains 19796 members 
Mstep: Class 21 contains 35315 members 
Mstep: Class 22 contains 52814 members 
Mstep: Class 23 contains 46860 members 
Mstep: Class 24 contains 54976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155617360.000000 Penalty: 81549.875000
Iteration 3F: 24 clusters Score -1.556174e+08 nChanged 308562
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 96442 members 
Mstep: Class 3 contains 59880 members 
Mstep: Class 4 contains 34410 members 
Mstep: Class 5 contains 32318 members 
Mstep: Class 6 contains 34480 members 
Mstep: Class 7 contains 79082 members 
Mstep: Class 8 contains 19886 members 
Mstep: Class 10 contains 48931 members 
Mstep: Class 11 contains 18187 members 
Mstep: Class 12 contains 65384 members 
Mstep: Class 13 contains 123567 members 
Mstep: Class 14 contains 38582 members 
Mstep: Class 15 contains 21664 members 
Mstep: Class 16 contains 111276 members 
Mstep: Class 17 contains 34580 members 
Mstep: Class 18 contains 216649 members 
Mstep: Class 19 contains 381607 members 
Mstep: Class 20 contains 15984 members 
Mstep: Class 21 contains 31955 members 
Mstep: Class 22 contains 41074 members 
Mstep: Class 23 contains 39364 members 
Mstep: Class 24 contains 50587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155904432.000000 Penalty: 81549.875000
Iteration 4F: 24 clusters Score -1.559044e+08 nChanged 279233
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 89116 members 
Mstep: Class 3 contains 38668 members 
Mstep: Class 4 contains 36269 members 
Mstep: Class 5 contains 32357 members 
Mstep: Class 6 contains 35574 members 
Mstep: Class 7 contains 70804 members 
Mstep: Class 8 contains 20395 members 
Mstep: Class 10 contains 40605 members 
Mstep: Class 11 contains 14536 members 
Mstep: Class 12 contains 68907 members 
Mstep: Class 13 contains 111131 members 
Mstep: Class 14 contains 26931 members 
Mstep: Class 15 contains 19110 members 
Mstep: Class 16 contains 136187 members 
Mstep: Class 17 contains 33900 members 
Mstep: Class 18 contains 208859 members 
Mstep: Class 19 contains 468817 members 
Mstep: Class 20 contains 14342 members 
Mstep: Class 21 contains 29002 members 
Mstep: Class 22 contains 29955 members 
Mstep: Class 23 contains 28891 members 
Mstep: Class 24 contains 44449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156029632.000000 Penalty: 81549.875000
Iteration 5F: 24 clusters Score -1.560296e+08 nChanged 237700
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 83817 members 
Mstep: Class 3 contains 24841 members 
Mstep: Class 4 contains 36709 members 
Mstep: Class 5 contains 32190 members 
Mstep: Class 6 contains 35654 members 
Mstep: Class 7 contains 64174 members 
Mstep: Class 8 contains 24895 members 
Mstep: Class 10 contains 35897 members 
Mstep: Class 11 contains 11853 members 
Mstep: Class 12 contains 70552 members 
Mstep: Class 13 contains 104584 members 
Mstep: Class 14 contains 19429 members 
Mstep: Class 15 contains 18983 members 
Mstep: Class 16 contains 164242 members 
Mstep: Class 17 contains 37894 members 
Mstep: Class 18 contains 201558 members 
Mstep: Class 19 contains 504323 members 
Mstep: Class 20 contains 13707 members 
Mstep: Class 21 contains 26861 members 
Mstep: Class 22 contains 22996 members 
Mstep: Class 23 contains 21242 members 
Mstep: Class 24 contains 41709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156136608.000000 Penalty: 81549.875000
Iteration 6F: 24 clusters Score -1.561366e+08 nChanged 185262
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 79442 members 
Mstep: Class 3 contains 16612 members 
Mstep: Class 4 contains 36820 members 
Mstep: Class 5 contains 33180 members 
Mstep: Class 6 contains 34229 members 
Mstep: Class 7 contains 65203 members 
Mstep: Class 8 contains 33638 members 
Mstep: Class 10 contains 34200 members 
Mstep: Class 11 contains 10048 members 
Mstep: Class 12 contains 71579 members 
Mstep: Class 13 contains 104726 members 
Mstep: Class 14 contains 14868 members 
Mstep: Class 15 contains 19755 members 
Mstep: Class 16 contains 189642 members 
Mstep: Class 17 contains 45156 members 
Mstep: Class 18 contains 193102 members 
Mstep: Class 19 contains 496916 members 
Mstep: Class 20 contains 12776 members 
Mstep: Class 21 contains 25403 members 
Mstep: Class 22 contains 19693 members 
Mstep: Class 23 contains 15511 members 
Mstep: Class 24 contains 43678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156260832.000000 Penalty: 81549.875000
Iteration 7F: 24 clusters Score -1.562608e+08 nChanged 153793
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 74620 members 
Mstep: Class 3 contains 11649 members 
Mstep: Class 4 contains 37171 members 
Mstep: Class 5 contains 33694 members 
Mstep: Class 6 contains 31520 members 
Mstep: Class 7 contains 68227 members 
Mstep: Class 8 contains 43351 members 
Mstep: Class 10 contains 34360 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 72464 members 
Mstep: Class 13 contains 107146 members 
Mstep: Class 14 contains 11599 members 
Mstep: Class 15 contains 20109 members 
Mstep: Class 16 contains 210172 members 
Mstep: Class 17 contains 53589 members 
Mstep: Class 18 contains 182841 members 
Mstep: Class 19 contains 480120 members 
Mstep: Class 20 contains 11379 members 
Mstep: Class 21 contains 24508 members 
Mstep: Class 22 contains 18570 members 
Mstep: Class 23 contains 11039 members 
Mstep: Class 24 contains 47605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156365008.000000 Penalty: 81549.875000
Iteration 8F: 24 clusters Score -1.56365e+08 nChanged 130838
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 69576 members 
Mstep: Class 3 contains 9214 members 
Mstep: Class 4 contains 37586 members 
Mstep: Class 5 contains 33371 members 
Mstep: Class 6 contains 28272 members 
Mstep: Class 7 contains 71557 members 
Mstep: Class 8 contains 52245 members 
Mstep: Class 10 contains 35739 members 
Mstep: Class 11 contains 8884 members 
Mstep: Class 12 contains 72820 members 
Mstep: Class 13 contains 110397 members 
Mstep: Class 14 contains 9370 members 
Mstep: Class 15 contains 19847 members 
Mstep: Class 16 contains 226750 members 
Mstep: Class 17 contains 62198 members 
Mstep: Class 18 contains 170585 members 
Mstep: Class 19 contains 461921 members 
Mstep: Class 20 contains 10076 members 
Mstep: Class 21 contains 24145 members 
Mstep: Class 22 contains 18949 members 
Mstep: Class 23 contains 7806 members 
Mstep: Class 24 contains 52640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156450048.000000 Penalty: 81549.875000
Iteration 9F: 24 clusters Score -1.5645e+08 nChanged 114486
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 64578 members 
Mstep: Class 3 contains 8475 members 
Mstep: Class 4 contains 37950 members 
Mstep: Class 5 contains 32721 members 
Mstep: Class 6 contains 24934 members 
Mstep: Class 7 contains 75172 members 
Mstep: Class 8 contains 59844 members 
Mstep: Class 10 contains 38248 members 
Mstep: Class 11 contains 9187 members 
Mstep: Class 12 contains 72707 members 
Mstep: Class 13 contains 113264 members 
Mstep: Class 14 contains 7883 members 
Mstep: Class 15 contains 19141 members 
Mstep: Class 16 contains 240433 members 
Mstep: Class 17 contains 70564 members 
Mstep: Class 18 contains 156895 members 
Mstep: Class 19 contains 443899 members 
Mstep: Class 20 contains 9286 members 
Mstep: Class 21 contains 24060 members 
Mstep: Class 22 contains 20466 members 
Mstep: Class 23 contains 5476 members 
Mstep: Class 24 contains 58274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156527776.000000 Penalty: 81549.875000
Iteration 10F: 24 clusters Score -1.565278e+08 nChanged 102319
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 59711 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 38230 members 
Mstep: Class 5 contains 31838 members 
Mstep: Class 6 contains 21766 members 
Mstep: Class 7 contains 79201 members 
Mstep: Class 8 contains 65873 members 
Mstep: Class 10 contains 41565 members 
Mstep: Class 11 contains 9756 members 
Mstep: Class 12 contains 72235 members 
Mstep: Class 13 contains 115463 members 
Mstep: Class 14 contains 6763 members 
Mstep: Class 15 contains 18137 members 
Mstep: Class 16 contains 251658 members 
Mstep: Class 17 contains 78246 members 
Mstep: Class 18 contains 142994 members 
Mstep: Class 19 contains 426813 members 
Mstep: Class 20 contains 9224 members 
Mstep: Class 21 contains 23977 members 
Mstep: Class 22 contains 22441 members 
Mstep: Class 23 contains 3940 members 
Mstep: Class 24 contains 64463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 3125.075684 but Gain 3545.648438
Score: -156601904.000000 Penalty: 78004.226562
Iteration 11F: 23 clusters Score -1.566019e+08 nChanged 94050
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 55144 members 
Mstep: Class 3 contains 9602 members 
Mstep: Class 4 contains 38391 members 
Mstep: Class 5 contains 30918 members 
Mstep: Class 6 contains 19015 members 
Mstep: Class 7 contains 83733 members 
Mstep: Class 8 contains 69829 members 
Mstep: Class 10 contains 45136 members 
Mstep: Class 11 contains 10441 members 
Mstep: Class 12 contains 71581 members 
Mstep: Class 13 contains 116812 members 
Mstep: Class 14 contains 5821 members 
Mstep: Class 15 contains 17059 members 
Mstep: Class 16 contains 262238 members 
Mstep: Class 17 contains 85671 members 
Mstep: Class 18 contains 129935 members 
Mstep: Class 19 contains 411847 members 
Mstep: Class 20 contains 9861 members 
Mstep: Class 21 contains 23772 members 
Mstep: Class 22 contains 24802 members 
Mstep: Class 24 contains 71271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156667264.000000 Penalty: 78004.226562
Iteration 12F: 23 clusters Score -1.566673e+08 nChanged 79537
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 50681 members 
Mstep: Class 3 contains 10584 members 
Mstep: Class 4 contains 38467 members 
Mstep: Class 5 contains 29995 members 
Mstep: Class 6 contains 16764 members 
Mstep: Class 7 contains 88378 members 
Mstep: Class 8 contains 71016 members 
Mstep: Class 10 contains 48387 members 
Mstep: Class 11 contains 11207 members 
Mstep: Class 12 contains 70854 members 
Mstep: Class 13 contains 116922 members 
Mstep: Class 14 contains 5019 members 
Mstep: Class 15 contains 15857 members 
Mstep: Class 16 contains 270504 members 
Mstep: Class 17 contains 91872 members 
Mstep: Class 18 contains 118213 members 
Mstep: Class 19 contains 398183 members 
Mstep: Class 20 contains 10967 members 
Mstep: Class 21 contains 23494 members 
Mstep: Class 22 contains 27372 members 
Mstep: Class 24 contains 77976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156718512.000000 Penalty: 78004.226562
Iteration 13Q: 23 clusters Score -1.567185e+08 nChanged 68521
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 46393 members 
Mstep: Class 3 contains 11667 members 
Mstep: Class 4 contains 38472 members 
Mstep: Class 5 contains 29219 members 
Mstep: Class 6 contains 14840 members 
Mstep: Class 7 contains 92770 members 
Mstep: Class 8 contains 70461 members 
Mstep: Class 10 contains 51033 members 
Mstep: Class 11 contains 12065 members 
Mstep: Class 12 contains 70078 members 
Mstep: Class 13 contains 116102 members 
Mstep: Class 14 contains 4349 members 
Mstep: Class 15 contains 14712 members 
Mstep: Class 16 contains 277441 members 
Mstep: Class 17 contains 97420 members 
Mstep: Class 18 contains 108324 members 
Mstep: Class 19 contains 386962 members 
Mstep: Class 20 contains 12349 members 
Mstep: Class 21 contains 23173 members 
Mstep: Class 22 contains 30038 members 
Mstep: Class 24 contains 84717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156756864.000000 Penalty: 78004.226562
Iteration 14Q: 23 clusters Score -1.567569e+08 nChanged 58615
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 42514 members 
Mstep: Class 3 contains 12828 members 
Mstep: Class 4 contains 38412 members 
Mstep: Class 5 contains 28614 members 
Mstep: Class 6 contains 13295 members 
Mstep: Class 7 contains 96726 members 
Mstep: Class 8 contains 68773 members 
Mstep: Class 10 contains 53007 members 
Mstep: Class 11 contains 12998 members 
Mstep: Class 12 contains 69310 members 
Mstep: Class 13 contains 114460 members 
Mstep: Class 14 contains 3840 members 
Mstep: Class 15 contains 13748 members 
Mstep: Class 16 contains 282798 members 
Mstep: Class 17 contains 102372 members 
Mstep: Class 18 contains 100307 members 
Mstep: Class 19 contains 377966 members 
Mstep: Class 20 contains 13749 members 
Mstep: Class 21 contains 22842 members 
Mstep: Class 22 contains 32690 members 
Mstep: Class 24 contains 91233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156786224.000000 Penalty: 78004.226562
Iteration 15Q: 23 clusters Score -1.567862e+08 nChanged 51151
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 39058 members 
Mstep: Class 3 contains 13970 members 
Mstep: Class 4 contains 38350 members 
Mstep: Class 5 contains 28170 members 
Mstep: Class 6 contains 12026 members 
Mstep: Class 7 contains 100378 members 
Mstep: Class 8 contains 66384 members 
Mstep: Class 10 contains 54251 members 
Mstep: Class 11 contains 13953 members 
Mstep: Class 12 contains 68538 members 
Mstep: Class 13 contains 112253 members 
Mstep: Class 14 contains 3455 members 
Mstep: Class 15 contains 12948 members 
Mstep: Class 16 contains 286597 members 
Mstep: Class 17 contains 106820 members 
Mstep: Class 18 contains 93979 members 
Mstep: Class 19 contains 370976 members 
Mstep: Class 20 contains 15194 members 
Mstep: Class 21 contains 22533 members 
Mstep: Class 22 contains 35142 members 
Mstep: Class 24 contains 97418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156810992.000000 Penalty: 78004.226562
Iteration 16Q: 23 clusters Score -1.56811e+08 nChanged 44967
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 36038 members 
Mstep: Class 3 contains 14919 members 
Mstep: Class 4 contains 38269 members 
Mstep: Class 5 contains 27824 members 
Mstep: Class 6 contains 10997 members 
Mstep: Class 7 contains 103832 members 
Mstep: Class 8 contains 63648 members 
Mstep: Class 10 contains 54759 members 
Mstep: Class 11 contains 14993 members 
Mstep: Class 12 contains 67767 members 
Mstep: Class 13 contains 109552 members 
Mstep: Class 14 contains 3164 members 
Mstep: Class 15 contains 12373 members 
Mstep: Class 16 contains 289073 members 
Mstep: Class 17 contains 110795 members 
Mstep: Class 18 contains 88976 members 
Mstep: Class 19 contains 365634 members 
Mstep: Class 20 contains 16589 members 
Mstep: Class 21 contains 22188 members 
Mstep: Class 22 contains 37420 members 
Mstep: Class 24 contains 103502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156829008.000000 Penalty: 78004.226562
Iteration 17Q: 23 clusters Score -1.56829e+08 nChanged 40339
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 33390 members 
Mstep: Class 3 contains 15742 members 
Mstep: Class 4 contains 38175 members 
Mstep: Class 5 contains 27573 members 
Mstep: Class 6 contains 10162 members 
Mstep: Class 7 contains 107265 members 
Mstep: Class 8 contains 60649 members 
Mstep: Class 10 contains 54513 members 
Mstep: Class 11 contains 16059 members 
Mstep: Class 12 contains 67019 members 
Mstep: Class 13 contains 106545 members 
Mstep: Class 14 contains 2967 members 
Mstep: Class 15 contains 11997 members 
Mstep: Class 16 contains 290697 members 
Mstep: Class 17 contains 114381 members 
Mstep: Class 18 contains 84921 members 
Mstep: Class 19 contains 361541 members 
Mstep: Class 20 contains 17907 members 
Mstep: Class 21 contains 21914 members 
Mstep: Class 22 contains 39392 members 
Mstep: Class 24 contains 109376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156843360.000000 Penalty: 78004.226562
Iteration 18Q: 23 clusters Score -1.568434e+08 nChanged 37326
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 31081 members 
Mstep: Class 3 contains 16356 members 
Mstep: Class 4 contains 38041 members 
Mstep: Class 5 contains 27427 members 
Mstep: Class 6 contains 9574 members 
Mstep: Class 7 contains 110474 members 
Mstep: Class 8 contains 57453 members 
Mstep: Class 10 contains 53670 members 
Mstep: Class 11 contains 16966 members 
Mstep: Class 12 contains 66397 members 
Mstep: Class 13 contains 103431 members 
Mstep: Class 14 contains 2823 members 
Mstep: Class 15 contains 11736 members 
Mstep: Class 16 contains 291847 members 
Mstep: Class 17 contains 117809 members 
Mstep: Class 18 contains 81510 members 
Mstep: Class 19 contains 358177 members 
Mstep: Class 20 contains 19141 members 
Mstep: Class 21 contains 21681 members 
Mstep: Class 22 contains 41271 members 
Mstep: Class 24 contains 115194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3512.126709 but Gain 3545.648438
Score: -156855264.000000 Penalty: 74458.578125
Iteration 19Q: 22 clusters Score -1.568553e+08 nChanged 37436
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 29103 members 
Mstep: Class 3 contains 16946 members 
Mstep: Class 4 contains 37916 members 
Mstep: Class 5 contains 27309 members 
Mstep: Class 6 contains 9200 members 
Mstep: Class 7 contains 113756 members 
Mstep: Class 8 contains 54234 members 
Mstep: Class 10 contains 52438 members 
Mstep: Class 11 contains 17736 members 
Mstep: Class 12 contains 65782 members 
Mstep: Class 13 contains 100046 members 
Mstep: Class 15 contains 11724 members 
Mstep: Class 16 contains 293739 members 
Mstep: Class 17 contains 120998 members 
Mstep: Class 18 contains 79558 members 
Mstep: Class 19 contains 355688 members 
Mstep: Class 20 contains 20243 members 
Mstep: Class 21 contains 21547 members 
Mstep: Class 22 contains 43006 members 
Mstep: Class 24 contains 120927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156870576.000000 Penalty: 74458.578125
Iteration 20F: 22 clusters Score -1.568706e+08 nChanged 34470
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 27201 members 
Mstep: Class 3 contains 17384 members 
Mstep: Class 4 contains 37773 members 
Mstep: Class 5 contains 27200 members 
Mstep: Class 6 contains 9058 members 
Mstep: Class 7 contains 116934 members 
Mstep: Class 8 contains 50897 members 
Mstep: Class 10 contains 50852 members 
Mstep: Class 11 contains 18505 members 
Mstep: Class 12 contains 64995 members 
Mstep: Class 13 contains 96622 members 
Mstep: Class 15 contains 11741 members 
Mstep: Class 16 contains 294375 members 
Mstep: Class 17 contains 124108 members 
Mstep: Class 18 contains 77089 members 
Mstep: Class 19 contains 352850 members 
Mstep: Class 20 contains 21823 members 
Mstep: Class 21 contains 21265 members 
Mstep: Class 22 contains 44567 members 
Mstep: Class 24 contains 126521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156882512.000000 Penalty: 74458.578125
Iteration 21Q: 22 clusters Score -1.568825e+08 nChanged 34088
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 25445 members 
Mstep: Class 3 contains 17713 members 
Mstep: Class 4 contains 37567 members 
Mstep: Class 5 contains 27091 members 
Mstep: Class 6 contains 9048 members 
Mstep: Class 7 contains 120260 members 
Mstep: Class 8 contains 47553 members 
Mstep: Class 10 contains 49029 members 
Mstep: Class 11 contains 19222 members 
Mstep: Class 12 contains 64212 members 
Mstep: Class 13 contains 93424 members 
Mstep: Class 15 contains 11966 members 
Mstep: Class 16 contains 294540 members 
Mstep: Class 17 contains 127037 members 
Mstep: Class 18 contains 74785 members 
Mstep: Class 19 contains 350308 members 
Mstep: Class 20 contains 23245 members 
Mstep: Class 21 contains 21037 members 
Mstep: Class 22 contains 45945 members 
Mstep: Class 24 contains 132190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156893824.000000 Penalty: 74458.578125
Iteration 22Q: 22 clusters Score -1.568938e+08 nChanged 33352
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 23885 members 
Mstep: Class 3 contains 17956 members 
Mstep: Class 4 contains 37367 members 
Mstep: Class 5 contains 26953 members 
Mstep: Class 6 contains 9121 members 
Mstep: Class 7 contains 123705 members 
Mstep: Class 8 contains 44328 members 
Mstep: Class 10 contains 47063 members 
Mstep: Class 11 contains 19897 members 
Mstep: Class 12 contains 63361 members 
Mstep: Class 13 contains 90339 members 
Mstep: Class 15 contains 12435 members 
Mstep: Class 16 contains 294468 members 
Mstep: Class 17 contains 129577 members 
Mstep: Class 18 contains 72595 members 
Mstep: Class 19 contains 348044 members 
Mstep: Class 20 contains 24546 members 
Mstep: Class 21 contains 20834 members 
Mstep: Class 22 contains 47188 members 
Mstep: Class 24 contains 137810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156905136.000000 Penalty: 74458.578125
Iteration 23Q: 22 clusters Score -1.569051e+08 nChanged 32601
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 22374 members 
Mstep: Class 3 contains 18129 members 
Mstep: Class 4 contains 37166 members 
Mstep: Class 5 contains 26826 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 127241 members 
Mstep: Class 8 contains 41220 members 
Mstep: Class 10 contains 44980 members 
Mstep: Class 11 contains 20495 members 
Mstep: Class 12 contains 62503 members 
Mstep: Class 13 contains 87399 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 294194 members 
Mstep: Class 17 contains 131893 members 
Mstep: Class 18 contains 70436 members 
Mstep: Class 19 contains 345923 members 
Mstep: Class 20 contains 25749 members 
Mstep: Class 21 contains 20709 members 
Mstep: Class 22 contains 48311 members 
Mstep: Class 24 contains 143362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156916032.000000 Penalty: 74458.578125
Iteration 24Q: 22 clusters Score -1.56916e+08 nChanged 31528
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 21047 members 
Mstep: Class 3 contains 18250 members 
Mstep: Class 4 contains 36941 members 
Mstep: Class 5 contains 26639 members 
Mstep: Class 6 contains 9418 members 
Mstep: Class 7 contains 130783 members 
Mstep: Class 8 contains 38265 members 
Mstep: Class 10 contains 42932 members 
Mstep: Class 11 contains 21070 members 
Mstep: Class 12 contains 61659 members 
Mstep: Class 13 contains 84721 members 
Mstep: Class 15 contains 14083 members 
Mstep: Class 16 contains 293859 members 
Mstep: Class 17 contains 133651 members 
Mstep: Class 18 contains 68384 members 
Mstep: Class 19 contains 343897 members 
Mstep: Class 20 contains 26777 members 
Mstep: Class 21 contains 20627 members 
Mstep: Class 22 contains 49326 members 
Mstep: Class 24 contains 148860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156926864.000000 Penalty: 74458.578125
Iteration 25Q: 22 clusters Score -1.569269e+08 nChanged 30357
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 20050 members 
Mstep: Class 3 contains 18383 members 
Mstep: Class 4 contains 36720 members 
Mstep: Class 5 contains 26398 members 
Mstep: Class 6 contains 9553 members 
Mstep: Class 7 contains 134319 members 
Mstep: Class 8 contains 35427 members 
Mstep: Class 10 contains 40924 members 
Mstep: Class 11 contains 21608 members 
Mstep: Class 12 contains 60919 members 
Mstep: Class 13 contains 82236 members 
Mstep: Class 15 contains 14839 members 
Mstep: Class 16 contains 293631 members 
Mstep: Class 17 contains 134914 members 
Mstep: Class 18 contains 66444 members 
Mstep: Class 19 contains 341828 members 
Mstep: Class 20 contains 27635 members 
Mstep: Class 21 contains 20625 members 
Mstep: Class 22 contains 50305 members 
Mstep: Class 24 contains 154286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156936688.000000 Penalty: 74458.578125
Iteration 26Q: 22 clusters Score -1.569367e+08 nChanged 29555
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 19374 members 
Mstep: Class 3 contains 18471 members 
Mstep: Class 4 contains 36522 members 
Mstep: Class 5 contains 26162 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 137835 members 
Mstep: Class 8 contains 32777 members 
Mstep: Class 10 contains 38898 members 
Mstep: Class 11 contains 22106 members 
Mstep: Class 12 contains 60211 members 
Mstep: Class 13 contains 79873 members 
Mstep: Class 15 contains 15382 members 
Mstep: Class 16 contains 293697 members 
Mstep: Class 17 contains 135870 members 
Mstep: Class 18 contains 64475 members 
Mstep: Class 19 contains 339563 members 
Mstep: Class 20 contains 28377 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 51216 members 
Mstep: Class 24 contains 159710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156944624.000000 Penalty: 74458.578125
Iteration 27Q: 22 clusters Score -1.569446e+08 nChanged 28590
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 18980 members 
Mstep: Class 3 contains 18519 members 
Mstep: Class 4 contains 36337 members 
Mstep: Class 5 contains 25926 members 
Mstep: Class 6 contains 9869 members 
Mstep: Class 7 contains 141240 members 
Mstep: Class 8 contains 30255 members 
Mstep: Class 10 contains 37083 members 
Mstep: Class 11 contains 22543 members 
Mstep: Class 12 contains 59538 members 
Mstep: Class 13 contains 77648 members 
Mstep: Class 15 contains 15804 members 
Mstep: Class 16 contains 293978 members 
Mstep: Class 17 contains 136467 members 
Mstep: Class 18 contains 62479 members 
Mstep: Class 19 contains 337045 members 
Mstep: Class 20 contains 29095 members 
Mstep: Class 21 contains 20565 members 
Mstep: Class 22 contains 52072 members 
Mstep: Class 24 contains 165261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156952608.000000 Penalty: 74458.578125
Iteration 28Q: 22 clusters Score -1.569526e+08 nChanged 28196
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 18757 members 
Mstep: Class 3 contains 18506 members 
Mstep: Class 4 contains 36126 members 
Mstep: Class 5 contains 25703 members 
Mstep: Class 6 contains 9924 members 
Mstep: Class 7 contains 144464 members 
Mstep: Class 8 contains 27931 members 
Mstep: Class 10 contains 35346 members 
Mstep: Class 11 contains 22945 members 
Mstep: Class 12 contains 58905 members 
Mstep: Class 13 contains 75729 members 
Mstep: Class 15 contains 16114 members 
Mstep: Class 16 contains 294419 members 
Mstep: Class 17 contains 136641 members 
Mstep: Class 18 contains 60480 members 
Mstep: Class 19 contains 334246 members 
Mstep: Class 20 contains 29826 members 
Mstep: Class 21 contains 20466 members 
Mstep: Class 22 contains 52960 members 
Mstep: Class 24 contains 171010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156958144.000000 Penalty: 74458.578125
Iteration 29Q: 22 clusters Score -1.569581e+08 nChanged 27672
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 18669 members 
Mstep: Class 3 contains 18524 members 
Mstep: Class 4 contains 35921 members 
Mstep: Class 5 contains 25482 members 
Mstep: Class 6 contains 9971 members 
Mstep: Class 7 contains 147460 members 
Mstep: Class 8 contains 25894 members 
Mstep: Class 10 contains 33710 members 
Mstep: Class 11 contains 23236 members 
Mstep: Class 12 contains 58303 members 
Mstep: Class 13 contains 74095 members 
Mstep: Class 15 contains 16340 members 
Mstep: Class 16 contains 294891 members 
Mstep: Class 17 contains 136470 members 
Mstep: Class 18 contains 58507 members 
Mstep: Class 19 contains 331176 members 
Mstep: Class 20 contains 30518 members 
Mstep: Class 21 contains 20294 members 
Mstep: Class 22 contains 53931 members 
Mstep: Class 24 contains 176890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156965104.000000 Penalty: 74458.578125
Iteration 30Q: 22 clusters Score -1.569651e+08 nChanged 27304
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 18702 members 
Mstep: Class 3 contains 18508 members 
Mstep: Class 4 contains 35702 members 
Mstep: Class 5 contains 25272 members 
Mstep: Class 6 contains 10007 members 
Mstep: Class 7 contains 150138 members 
Mstep: Class 8 contains 24091 members 
Mstep: Class 10 contains 32230 members 
Mstep: Class 11 contains 23435 members 
Mstep: Class 12 contains 57732 members 
Mstep: Class 13 contains 72697 members 
Mstep: Class 15 contains 16515 members 
Mstep: Class 16 contains 295751 members 
Mstep: Class 17 contains 135998 members 
Mstep: Class 18 contains 56493 members 
Mstep: Class 19 contains 327604 members 
Mstep: Class 20 contains 31243 members 
Mstep: Class 21 contains 20095 members 
Mstep: Class 22 contains 55060 members 
Mstep: Class 24 contains 182748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156970528.000000 Penalty: 74458.578125
Iteration 31Q: 22 clusters Score -1.569705e+08 nChanged 27240
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 18777 members 
Mstep: Class 3 contains 18476 members 
Mstep: Class 4 contains 35455 members 
Mstep: Class 5 contains 25081 members 
Mstep: Class 6 contains 10019 members 
Mstep: Class 7 contains 152517 members 
Mstep: Class 8 contains 22516 members 
Mstep: Class 10 contains 30938 members 
Mstep: Class 11 contains 23617 members 
Mstep: Class 12 contains 57230 members 
Mstep: Class 13 contains 71488 members 
Mstep: Class 15 contains 16648 members 
Mstep: Class 16 contains 296892 members 
Mstep: Class 17 contains 135040 members 
Mstep: Class 18 contains 54483 members 
Mstep: Class 19 contains 323431 members 
Mstep: Class 20 contains 31916 members 
Mstep: Class 21 contains 19945 members 
Mstep: Class 22 contains 56321 members 
Mstep: Class 24 contains 188927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156974720.000000 Penalty: 74458.578125
Iteration 32Q: 22 clusters Score -1.569747e+08 nChanged 27461
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 18891 members 
Mstep: Class 3 contains 18452 members 
Mstep: Class 4 contains 35180 members 
Mstep: Class 5 contains 24897 members 
Mstep: Class 6 contains 10027 members 
Mstep: Class 7 contains 154728 members 
Mstep: Class 8 contains 21103 members 
Mstep: Class 10 contains 29792 members 
Mstep: Class 11 contains 23803 members 
Mstep: Class 12 contains 56768 members 
Mstep: Class 13 contains 70426 members 
Mstep: Class 15 contains 16743 members 
Mstep: Class 16 contains 298180 members 
Mstep: Class 17 contains 133711 members 
Mstep: Class 18 contains 52563 members 
Mstep: Class 19 contains 318691 members 
Mstep: Class 20 contains 32459 members 
Mstep: Class 21 contains 19821 members 
Mstep: Class 22 contains 57798 members 
Mstep: Class 24 contains 195399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156976240.000000 Penalty: 74458.578125
Iteration 33Q: 22 clusters Score -1.569762e+08 nChanged 27641
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 19041 members 
Mstep: Class 3 contains 18448 members 
Mstep: Class 4 contains 34887 members 
Mstep: Class 5 contains 24740 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 156539 members 
Mstep: Class 8 contains 19896 members 
Mstep: Class 10 contains 28943 members 
Mstep: Class 11 contains 24046 members 
Mstep: Class 12 contains 56360 members 
Mstep: Class 13 contains 69547 members 
Mstep: Class 15 contains 16809 members 
Mstep: Class 16 contains 299799 members 
Mstep: Class 17 contains 132131 members 
Mstep: Class 18 contains 50699 members 
Mstep: Class 19 contains 312993 members 
Mstep: Class 20 contains 32939 members 
Mstep: Class 21 contains 19725 members 
Mstep: Class 22 contains 59516 members 
Mstep: Class 24 contains 202088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156980672.000000 Penalty: 74458.578125
Iteration 34Q: 22 clusters Score -1.569807e+08 nChanged 26262
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 19185 members 
Mstep: Class 3 contains 18418 members 
Mstep: Class 4 contains 34592 members 
Mstep: Class 5 contains 24584 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 158071 members 
Mstep: Class 8 contains 18899 members 
Mstep: Class 10 contains 28401 members 
Mstep: Class 11 contains 24304 members 
Mstep: Class 12 contains 55977 members 
Mstep: Class 13 contains 68837 members 
Mstep: Class 15 contains 16855 members 
Mstep: Class 16 contains 301489 members 
Mstep: Class 17 contains 130296 members 
Mstep: Class 18 contains 48951 members 
Mstep: Class 19 contains 306923 members 
Mstep: Class 20 contains 33290 members 
Mstep: Class 21 contains 19625 members 
Mstep: Class 22 contains 61547 members 
Mstep: Class 24 contains 208666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156985024.000000 Penalty: 74458.578125
Iteration 35Q: 22 clusters Score -1.56985e+08 nChanged 24631
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 19330 members 
Mstep: Class 3 contains 18357 members 
Mstep: Class 4 contains 34311 members 
Mstep: Class 5 contains 24443 members 
Mstep: Class 6 contains 10066 members 
Mstep: Class 7 contains 159284 members 
Mstep: Class 8 contains 18098 members 
Mstep: Class 10 contains 28030 members 
Mstep: Class 11 contains 24602 members 
Mstep: Class 12 contains 55644 members 
Mstep: Class 13 contains 68267 members 
Mstep: Class 15 contains 16868 members 
Mstep: Class 16 contains 303277 members 
Mstep: Class 17 contains 128102 members 
Mstep: Class 18 contains 47334 members 
Mstep: Class 19 contains 300927 members 
Mstep: Class 20 contains 33512 members 
Mstep: Class 21 contains 19543 members 
Mstep: Class 22 contains 63800 members 
Mstep: Class 24 contains 215009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156989344.000000 Penalty: 74458.578125
Iteration 36Q: 22 clusters Score -1.569893e+08 nChanged 23291
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 19443 members 
Mstep: Class 3 contains 18284 members 
Mstep: Class 4 contains 34027 members 
Mstep: Class 5 contains 24311 members 
Mstep: Class 6 contains 10066 members 
Mstep: Class 7 contains 160272 members 
Mstep: Class 8 contains 17436 members 
Mstep: Class 10 contains 27853 members 
Mstep: Class 11 contains 24932 members 
Mstep: Class 12 contains 55355 members 
Mstep: Class 13 contains 67725 members 
Mstep: Class 15 contains 16862 members 
Mstep: Class 16 contains 305126 members 
Mstep: Class 17 contains 125547 members 
Mstep: Class 18 contains 45800 members 
Mstep: Class 19 contains 295258 members 
Mstep: Class 20 contains 33634 members 
Mstep: Class 21 contains 19469 members 
Mstep: Class 22 contains 66197 members 
Mstep: Class 24 contains 221098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156992784.000000 Penalty: 74458.578125
Iteration 37Q: 22 clusters Score -1.569928e+08 nChanged 21859
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 19532 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 33750 members 
Mstep: Class 5 contains 24223 members 
Mstep: Class 6 contains 10056 members 
Mstep: Class 7 contains 161141 members 
Mstep: Class 8 contains 16876 members 
Mstep: Class 10 contains 27791 members 
Mstep: Class 11 contains 25277 members 
Mstep: Class 12 contains 55108 members 
Mstep: Class 13 contains 67286 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 306847 members 
Mstep: Class 17 contains 122622 members 
Mstep: Class 18 contains 44393 members 
Mstep: Class 19 contains 290168 members 
Mstep: Class 20 contains 33692 members 
Mstep: Class 21 contains 19406 members 
Mstep: Class 22 contains 68577 members 
Mstep: Class 24 contains 226897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156996160.000000 Penalty: 74458.578125
Iteration 38Q: 22 clusters Score -1.569962e+08 nChanged 20287
Entering ConstructFrom: 
Score: -156996160.000000 Penalty: 74458.578125
Entering ConstructFrom: 
Trying to split cluster 1 (29793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Entering Unmasked Estep 
Score: -2891633.000000 Penalty: 2554.903076
	Iteration 0F: 2 clusters Score -2891633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2871203.250000 Penalty: 5109.806152
	Iteration 0F: 3 clusters Score -2871203 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2878928.000000 Penalty: 5109.806152
	Iteration 1F: 3 clusters Score -2878928 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2880092.250000 Penalty: 5109.806152
	Iteration 2F: 3 clusters Score -2880092 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2881770.250000 Penalty: 5109.806152
	Iteration 3F: 3 clusters Score -2881770 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2884048.500000 Penalty: 5109.806152
	Iteration 4F: 3 clusters Score -2884048 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2886593.500000 Penalty: 5109.806152
	Iteration 5F: 3 clusters Score -2886594 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2889033.250000 Penalty: 5109.806152
	Iteration 6F: 3 clusters Score -2889033 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2891134.000000 Penalty: 5109.806152
	Iteration 7F: 3 clusters Score -2891134 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2892029.000000 Penalty: 5109.806152
	Iteration 8Q: 3 clusters Score -2892029 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2892368.500000 Penalty: 5109.806152
	Iteration 9Q: 3 clusters Score -2892368 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2892575.250000 Penalty: 5109.806152
	Iteration 10Q: 3 clusters Score -2892575 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2892721.750000 Penalty: 5109.806152
	Iteration 11Q: 3 clusters Score -2892722 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2892886.000000 Penalty: 5109.806152
	Iteration 12Q: 3 clusters Score -2892886 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2893004.000000 Penalty: 5109.806152
	Iteration 13Q: 3 clusters Score -2893004 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2893120.000000 Penalty: 5109.806152
	Iteration 14Q: 3 clusters Score -2893120 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2893223.250000 Penalty: 5109.806152
	Iteration 15Q: 3 clusters Score -2893223 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -2893281.500000 Penalty: 5109.806152
	Iteration 16Q: 3 clusters Score -2893282 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -2893346.000000 Penalty: 5109.806152
	Iteration 17Q: 3 clusters Score -2893346 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -2893382.750000 Penalty: 5109.806152
	Iteration 18Q: 3 clusters Score -2893383 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2893409.500000 Penalty: 5109.806152
	Iteration 19Q: 3 clusters Score -2893410 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -2893458.750000 Penalty: 5109.806152
	Iteration 20F: 3 clusters Score -2893459 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2893515.750000 Penalty: 5109.806152
	Iteration 21Q: 3 clusters Score -2893516 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -2893565.250000 Penalty: 5109.806152
	Iteration 22Q: 3 clusters Score -2893565 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -2893604.750000 Penalty: 5109.806152
	Iteration 23Q: 3 clusters Score -2893605 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2893662.250000 Penalty: 5109.806152
	Iteration 24Q: 3 clusters Score -2893662 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -2893732.750000 Penalty: 5109.806152
	Iteration 25Q: 3 clusters Score -2893733 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2893805.750000 Penalty: 5109.806152
	Iteration 26Q: 3 clusters Score -2893806 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -2893901.000000 Penalty: 5109.806152
	Iteration 27Q: 3 clusters Score -2893901 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -2894038.750000 Penalty: 5109.806152
	Iteration 28Q: 3 clusters Score -2894039 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -2894190.750000 Penalty: 5109.806152
	Iteration 29Q: 3 clusters Score -2894191 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -2894379.000000 Penalty: 5109.806152
	Iteration 30Q: 3 clusters Score -2894379 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -2894654.500000 Penalty: 5109.806152
	Iteration 31Q: 3 clusters Score -2894654 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -2895087.250000 Penalty: 5109.806152
	Iteration 32Q: 3 clusters Score -2895087 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -2895485.000000 Penalty: 5109.806152
	Iteration 33Q: 3 clusters Score -2895485 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -2895722.250000 Penalty: 5109.806152
	Iteration 34Q: 3 clusters Score -2895722 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -2895880.750000 Penalty: 5109.806152
	Iteration 35Q: 3 clusters Score -2895881 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -2895979.000000 Penalty: 5109.806152
	Iteration 36Q: 3 clusters Score -2895979 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -2896014.000000 Penalty: 5109.806152
	Iteration 37Q: 3 clusters Score -2896014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -2896017.250000 Penalty: 5109.806152
	Iteration 38Q: 3 clusters Score -2896017 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -2896036.000000 Penalty: 5109.806152
	Iteration 39Q: 3 clusters Score -2896036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -2896040.500000 Penalty: 5109.806152
	Iteration 40F: 3 clusters Score -2896040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -2896038.250000 Penalty: 5109.806152
	Iteration 41Q: 3 clusters Score -2896038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -2896044.000000 Penalty: 5109.806152
	Iteration 42Q: 3 clusters Score -2896044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -2896048.250000 Penalty: 5109.806152
	Iteration 43Q: 3 clusters Score -2896048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -2896048.000000 Penalty: 5109.806152
	Iteration 44Q: 3 clusters Score -2896048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -2896046.500000 Penalty: 5109.806152
	Iteration 45Q: 3 clusters Score -2896046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -2896052.750000 Penalty: 5109.806152
	Iteration 46Q: 3 clusters Score -2896053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -2896056.000000 Penalty: 5109.806152
	Iteration 47Q: 3 clusters Score -2896056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -2896050.250000 Penalty: 5109.806152
	Iteration 48Q: 3 clusters Score -2896050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -2896053.750000 Penalty: 5109.806152
	Iteration 49Q: 3 clusters Score -2896054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -2896051.500000 Penalty: 5109.806152
	Iteration 50Q: 3 clusters Score -2896052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -2896051.500000 Penalty: 5109.806152
	Iteration 51F: 3 clusters Score -2896052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 19603 members 
Mstep: Class 3 contains 18035 members 
Mstep: Class 4 contains 33488 members 
Mstep: Class 5 contains 24148 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 161831 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 26416 members 
Mstep: Class 10 contains 27829 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 54909 members 
Mstep: Class 13 contains 66941 members 
Mstep: Class 15 contains 16782 members 
Mstep: Class 16 contains 308437 members 
Mstep: Class 17 contains 119406 members 
Mstep: Class 18 contains 43175 members 
Mstep: Class 19 contains 285619 members 
Mstep: Class 20 contains 33763 members 
Mstep: Class 21 contains 19349 members 
Mstep: Class 22 contains 71090 members 
Mstep: Class 24 contains 232148 members 
Entering Unmasked Estep 
Score: -156999920.000000 Penalty: 78004.226562
Splitting cluster 1 changes total score from -156996160.000000 to -156999920.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (19603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Entering Unmasked Estep 
Score: -1919450.000000 Penalty: 2451.092773
	Iteration 0F: 2 clusters Score -1919450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1905656.625000 Penalty: 4902.185547
	Iteration 0F: 3 clusters Score -1905657 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1910232.125000 Penalty: 4902.185547
	Iteration 1F: 3 clusters Score -1910232 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1910701.750000 Penalty: 4902.185547
	Iteration 2F: 3 clusters Score -1910702 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1911274.625000 Penalty: 4902.185547
	Iteration 3Q: 3 clusters Score -1911275 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1911952.250000 Penalty: 4902.185547
	Iteration 4F: 3 clusters Score -1911952 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1912799.875000 Penalty: 4902.185547
	Iteration 5F: 3 clusters Score -1912800 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1913753.000000 Penalty: 4902.185547
	Iteration 6F: 3 clusters Score -1913753 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1914674.625000 Penalty: 4902.185547
	Iteration 7F: 3 clusters Score -1914675 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1915414.125000 Penalty: 4902.185547
	Iteration 8F: 3 clusters Score -1915414 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1915931.250000 Penalty: 4902.185547
	Iteration 9Q: 3 clusters Score -1915931 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1916305.875000 Penalty: 4902.185547
	Iteration 10Q: 3 clusters Score -1916306 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1916594.625000 Penalty: 4902.185547
	Iteration 11Q: 3 clusters Score -1916595 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1916828.000000 Penalty: 4902.185547
	Iteration 12Q: 3 clusters Score -1916828 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1917004.500000 Penalty: 4902.185547
	Iteration 13Q: 3 clusters Score -1917004 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1917199.750000 Penalty: 4902.185547
	Iteration 14Q: 3 clusters Score -1917200 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1917356.500000 Penalty: 4902.185547
	Iteration 15Q: 3 clusters Score -1917356 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1917501.875000 Penalty: 4902.185547
	Iteration 16Q: 3 clusters Score -1917502 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1917626.375000 Penalty: 4902.185547
	Iteration 17Q: 3 clusters Score -1917626 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1917731.375000 Penalty: 4902.185547
	Iteration 18Q: 3 clusters Score -1917731 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1917824.500000 Penalty: 4902.185547
	Iteration 19Q: 3 clusters Score -1917824 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1917918.750000 Penalty: 4902.185547
	Iteration 20F: 3 clusters Score -1917919 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1918014.125000 Penalty: 4902.185547
	Iteration 21Q: 3 clusters Score -1918014 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1918105.125000 Penalty: 4902.185547
	Iteration 22Q: 3 clusters Score -1918105 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1918195.625000 Penalty: 4902.185547
	Iteration 23Q: 3 clusters Score -1918196 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1918255.500000 Penalty: 4902.185547
	Iteration 24Q: 3 clusters Score -1918256 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1918308.125000 Penalty: 4902.185547
	Iteration 25Q: 3 clusters Score -1918308 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1918342.750000 Penalty: 4902.185547
	Iteration 26Q: 3 clusters Score -1918343 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1918375.625000 Penalty: 4902.185547
	Iteration 27Q: 3 clusters Score -1918376 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1918426.125000 Penalty: 4902.185547
	Iteration 28Q: 3 clusters Score -1918426 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1918463.625000 Penalty: 4902.185547
	Iteration 29Q: 3 clusters Score -1918464 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1918507.375000 Penalty: 4902.185547
	Iteration 30Q: 3 clusters Score -1918507 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1918530.875000 Penalty: 4902.185547
	Iteration 31Q: 3 clusters Score -1918531 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1918564.625000 Penalty: 4902.185547
	Iteration 32Q: 3 clusters Score -1918565 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1918587.000000 Penalty: 4902.185547
	Iteration 33Q: 3 clusters Score -1918587 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1918613.375000 Penalty: 4902.185547
	Iteration 34Q: 3 clusters Score -1918613 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1918637.000000 Penalty: 4902.185547
	Iteration 35Q: 3 clusters Score -1918637 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -1918669.375000 Penalty: 4902.185547
	Iteration 36Q: 3 clusters Score -1918669 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1918696.000000 Penalty: 4902.185547
	Iteration 37Q: 3 clusters Score -1918696 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1918726.375000 Penalty: 4902.185547
	Iteration 38Q: 3 clusters Score -1918726 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1918752.875000 Penalty: 4902.185547
	Iteration 39Q: 3 clusters Score -1918753 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1918779.500000 Penalty: 4902.185547
	Iteration 40F: 3 clusters Score -1918780 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1918806.750000 Penalty: 4902.185547
	Iteration 41Q: 3 clusters Score -1918807 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1918838.125000 Penalty: 4902.185547
	Iteration 42Q: 3 clusters Score -1918838 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1918875.000000 Penalty: 4902.185547
	Iteration 43Q: 3 clusters Score -1918875 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1918911.375000 Penalty: 4902.185547
	Iteration 44Q: 3 clusters Score -1918911 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1918948.750000 Penalty: 4902.185547
	Iteration 45Q: 3 clusters Score -1918949 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1918986.875000 Penalty: 4902.185547
	Iteration 46Q: 3 clusters Score -1918987 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1919023.750000 Penalty: 4902.185547
	Iteration 47Q: 3 clusters Score -1919024 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1919069.125000 Penalty: 4902.185547
	Iteration 48Q: 3 clusters Score -1919069 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1919119.500000 Penalty: 4902.185547
	Iteration 49Q: 3 clusters Score -1919120 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -1919173.125000 Penalty: 4902.185547
	Iteration 50Q: 3 clusters Score -1919173 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1919212.500000 Penalty: 4902.185547
	Iteration 51Q: 3 clusters Score -1919212 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -1919269.625000 Penalty: 4902.185547
	Iteration 52Q: 3 clusters Score -1919270 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -1919321.375000 Penalty: 4902.185547
	Iteration 53Q: 3 clusters Score -1919321 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1919351.125000 Penalty: 4902.185547
	Iteration 54Q: 3 clusters Score -1919351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1919378.125000 Penalty: 4902.185547
	Iteration 55Q: 3 clusters Score -1919378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1919409.250000 Penalty: 4902.185547
	Iteration 56Q: 3 clusters Score -1919409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1919432.875000 Penalty: 4902.185547
	Iteration 57Q: 3 clusters Score -1919433 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1919441.500000 Penalty: 4902.185547
	Iteration 58Q: 3 clusters Score -1919442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1919450.375000 Penalty: 4902.185547
	Iteration 59Q: 3 clusters Score -1919450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -1919458.750000 Penalty: 4902.185547
	Iteration 60F: 3 clusters Score -1919459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1919456.375000 Penalty: 4902.185547
	Iteration 61Q: 3 clusters Score -1919456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1919463.625000 Penalty: 4902.185547
	Iteration 62Q: 3 clusters Score -1919464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1919465.375000 Penalty: 4902.185547
	Iteration 63Q: 3 clusters Score -1919465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -1919465.625000 Penalty: 4902.185547
	Iteration 64Q: 3 clusters Score -1919466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1919468.750000 Penalty: 4902.185547
	Iteration 65Q: 3 clusters Score -1919469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1919471.125000 Penalty: 4902.185547
	Iteration 66Q: 3 clusters Score -1919471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -1919475.500000 Penalty: 4902.185547
	Iteration 67Q: 3 clusters Score -1919476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1919476.125000 Penalty: 4902.185547
	Iteration 68Q: 3 clusters Score -1919476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1919478.000000 Penalty: 4902.185547
	Iteration 69Q: 3 clusters Score -1919478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1919479.375000 Penalty: 4902.185547
	Iteration 70Q: 3 clusters Score -1919479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1919477.875000 Penalty: 4902.185547
	Iteration 71Q: 3 clusters Score -1919478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1919480.250000 Penalty: 4902.185547
	Iteration 72Q: 3 clusters Score -1919480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1919477.750000 Penalty: 4902.185547
	Iteration 73Q: 3 clusters Score -1919478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1919477.750000 Penalty: 4902.185547
	Iteration 74F: 3 clusters Score -1919478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 18035 members 
Mstep: Class 4 contains 33488 members 
Mstep: Class 5 contains 24148 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 161831 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 26416 members 
Mstep: Class 10 contains 27829 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 54909 members 
Mstep: Class 13 contains 66941 members 
Mstep: Class 14 contains 17559 members 
Mstep: Class 15 contains 16782 members 
Mstep: Class 16 contains 308437 members 
Mstep: Class 17 contains 119406 members 
Mstep: Class 18 contains 43175 members 
Mstep: Class 19 contains 285619 members 
Mstep: Class 20 contains 33763 members 
Mstep: Class 21 contains 19349 members 
Mstep: Class 22 contains 71090 members 
Mstep: Class 24 contains 232148 members 
Entering Unmasked Estep 
Score: -156998416.000000 Penalty: 81549.875000
Splitting cluster 2 changes total score from -156996160.000000 to -156998416.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 3 (18035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Entering Unmasked Estep 
Score: -1853145.750000 Penalty: 2430.417236
	Iteration 0F: 2 clusters Score -1853146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1840281.750000 Penalty: 4860.834473
	Iteration 0F: 3 clusters Score -1840282 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1844578.375000 Penalty: 4860.834473
	Iteration 1F: 3 clusters Score -1844578 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1844981.000000 Penalty: 4860.834473
	Iteration 2F: 3 clusters Score -1844981 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1845358.250000 Penalty: 4860.834473
	Iteration 3Q: 3 clusters Score -1845358 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1845788.750000 Penalty: 4860.834473
	Iteration 4F: 3 clusters Score -1845789 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1846282.875000 Penalty: 4860.834473
	Iteration 5Q: 3 clusters Score -1846283 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1846969.875000 Penalty: 4860.834473
	Iteration 6F: 3 clusters Score -1846970 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1847824.375000 Penalty: 4860.834473
	Iteration 7F: 3 clusters Score -1847824 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1848787.125000 Penalty: 4860.834473
	Iteration 8F: 3 clusters Score -1848787 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1849649.625000 Penalty: 4860.834473
	Iteration 9F: 3 clusters Score -1849650 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1850291.250000 Penalty: 4860.834473
	Iteration 10Q: 3 clusters Score -1850291 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1850637.500000 Penalty: 4860.834473
	Iteration 11Q: 3 clusters Score -1850638 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1850822.375000 Penalty: 4860.834473
	Iteration 12Q: 3 clusters Score -1850822 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1850944.875000 Penalty: 4860.834473
	Iteration 13Q: 3 clusters Score -1850945 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -1851020.750000 Penalty: 4860.834473
	Iteration 14Q: 3 clusters Score -1851021 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1851070.750000 Penalty: 4860.834473
	Iteration 15Q: 3 clusters Score -1851071 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1851122.500000 Penalty: 4860.834473
	Iteration 16Q: 3 clusters Score -1851122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1851147.250000 Penalty: 4860.834473
	Iteration 17Q: 3 clusters Score -1851147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1851164.125000 Penalty: 4860.834473
	Iteration 18Q: 3 clusters Score -1851164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -1851174.000000 Penalty: 4860.834473
	Iteration 19Q: 3 clusters Score -1851174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1851174.500000 Penalty: 4860.834473
	Iteration 20F: 3 clusters Score -1851174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -1851182.625000 Penalty: 4860.834473
	Iteration 21Q: 3 clusters Score -1851183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1851183.750000 Penalty: 4860.834473
	Iteration 22Q: 3 clusters Score -1851184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1851191.750000 Penalty: 4860.834473
	Iteration 23Q: 3 clusters Score -1851192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1851192.250000 Penalty: 4860.834473
	Iteration 24Q: 3 clusters Score -1851192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1851195.875000 Penalty: 4860.834473
	Iteration 25Q: 3 clusters Score -1851196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -1851200.125000 Penalty: 4860.834473
	Iteration 26Q: 3 clusters Score -1851200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1851200.375000 Penalty: 4860.834473
	Iteration 27Q: 3 clusters Score -1851200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1851207.125000 Penalty: 4860.834473
	Iteration 28Q: 3 clusters Score -1851207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -1851211.625000 Penalty: 4860.834473
	Iteration 29Q: 3 clusters Score -1851212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1851216.750000 Penalty: 4860.834473
	Iteration 30Q: 3 clusters Score -1851217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1851218.750000 Penalty: 4860.834473
	Iteration 31Q: 3 clusters Score -1851219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1851223.625000 Penalty: 4860.834473
	Iteration 32Q: 3 clusters Score -1851224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -1851229.500000 Penalty: 4860.834473
	Iteration 33Q: 3 clusters Score -1851230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1851230.875000 Penalty: 4860.834473
	Iteration 34Q: 3 clusters Score -1851231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -1851234.250000 Penalty: 4860.834473
	Iteration 35Q: 3 clusters Score -1851234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1851238.125000 Penalty: 4860.834473
	Iteration 36Q: 3 clusters Score -1851238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1851238.000000 Penalty: 4860.834473
	Iteration 37Q: 3 clusters Score -1851238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1851240.125000 Penalty: 4860.834473
	Iteration 38Q: 3 clusters Score -1851240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1851240.125000 Penalty: 4860.834473
	Iteration 39F: 3 clusters Score -1851240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Entering Unmasked Estep 
Score: -3244507.250000 Penalty: 2583.897705
	Iteration 0F: 2 clusters Score -3244507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3221565.000000 Penalty: 5167.795410
	Iteration 0F: 3 clusters Score -3221565 nChanged 15250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3229843.250000 Penalty: 5167.795410
	Iteration 1F: 3 clusters Score -3229843 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -3230464.750000 Penalty: 5167.795410
	Iteration 2F: 3 clusters Score -3230465 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -3231127.000000 Penalty: 5167.795410
	Iteration 3Q: 3 clusters Score -3231127 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -3231936.000000 Penalty: 5167.795410
	Iteration 4Q: 3 clusters Score -3231936 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -3233058.250000 Penalty: 5167.795410
	Iteration 5F: 3 clusters Score -3233058 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3234502.250000 Penalty: 5167.795410
	Iteration 6F: 3 clusters Score -3234502 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3236043.500000 Penalty: 5167.795410
	Iteration 7F: 3 clusters Score -3236044 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3237326.500000 Penalty: 5167.795410
	Iteration 8F: 3 clusters Score -3237326 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3238282.750000 Penalty: 5167.795410
	Iteration 9F: 3 clusters Score -3238283 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3238977.250000 Penalty: 5167.795410
	Iteration 10Q: 3 clusters Score -3238977 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3239475.750000 Penalty: 5167.795410
	Iteration 11Q: 3 clusters Score -3239476 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3239836.500000 Penalty: 5167.795410
	Iteration 12Q: 3 clusters Score -3239836 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3240182.250000 Penalty: 5167.795410
	Iteration 13Q: 3 clusters Score -3240182 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3240483.750000 Penalty: 5167.795410
	Iteration 14Q: 3 clusters Score -3240484 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -3240769.000000 Penalty: 5167.795410
	Iteration 15Q: 3 clusters Score -3240769 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3241085.750000 Penalty: 5167.795410
	Iteration 16Q: 3 clusters Score -3241086 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3241452.250000 Penalty: 5167.795410
	Iteration 17Q: 3 clusters Score -3241452 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3241838.500000 Penalty: 5167.795410
	Iteration 18Q: 3 clusters Score -3241838 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -3242222.250000 Penalty: 5167.795410
	Iteration 19Q: 3 clusters Score -3242222 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3242667.250000 Penalty: 5167.795410
	Iteration 20F: 3 clusters Score -3242667 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3243081.500000 Penalty: 5167.795410
	Iteration 21Q: 3 clusters Score -3243082 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3243488.000000 Penalty: 5167.795410
	Iteration 22Q: 3 clusters Score -3243488 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3243808.500000 Penalty: 5167.795410
	Iteration 23Q: 3 clusters Score -3243808 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3244024.000000 Penalty: 5167.795410
	Iteration 24Q: 3 clusters Score -3244024 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3244155.750000 Penalty: 5167.795410
	Iteration 25Q: 3 clusters Score -3244156 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3244236.500000 Penalty: 5167.795410
	Iteration 26Q: 3 clusters Score -3244236 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3244287.750000 Penalty: 5167.795410
	Iteration 27Q: 3 clusters Score -3244288 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3244320.000000 Penalty: 5167.795410
	Iteration 28Q: 3 clusters Score -3244320 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3244336.250000 Penalty: 5167.795410
	Iteration 29Q: 3 clusters Score -3244336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3244340.250000 Penalty: 5167.795410
	Iteration 30Q: 3 clusters Score -3244340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3244351.750000 Penalty: 5167.795410
	Iteration 31Q: 3 clusters Score -3244352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3244360.750000 Penalty: 5167.795410
	Iteration 32Q: 3 clusters Score -3244361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3244370.500000 Penalty: 5167.795410
	Iteration 33Q: 3 clusters Score -3244370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -3244372.750000 Penalty: 5167.795410
	Iteration 34Q: 3 clusters Score -3244373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3244373.250000 Penalty: 5167.795410
	Iteration 35Q: 3 clusters Score -3244373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3244378.500000 Penalty: 5167.795410
	Iteration 36Q: 3 clusters Score -3244378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3244376.500000 Penalty: 5167.795410
	Iteration 37Q: 3 clusters Score -3244376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3244377.750000 Penalty: 5167.795410
	Iteration 38Q: 3 clusters Score -3244378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3244379.250000 Penalty: 5167.795410
	Iteration 39Q: 3 clusters Score -3244379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3244375.000000 Penalty: 5167.795410
	Iteration 40F: 3 clusters Score -3244375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3244377.000000 Penalty: 5167.795410
	Iteration 41Q: 3 clusters Score -3244377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3244376.500000 Penalty: 5167.795410
	Iteration 42Q: 3 clusters Score -3244376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3244376.500000 Penalty: 5167.795410
	Iteration 43F: 3 clusters Score -3244376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Entering Unmasked Estep 
Score: -2322266.750000 Penalty: 2502.805420
	Iteration 0F: 2 clusters Score -2322267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2305604.500000 Penalty: 5005.610840
	Iteration 0F: 3 clusters Score -2305604 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2311761.500000 Penalty: 5005.610840
	Iteration 1F: 3 clusters Score -2311762 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2313422.250000 Penalty: 5005.610840
	Iteration 2F: 3 clusters Score -2313422 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2316528.250000 Penalty: 5005.610840
	Iteration 3F: 3 clusters Score -2316528 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2320033.250000 Penalty: 5005.610840
	Iteration 4F: 3 clusters Score -2320033 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2322305.500000 Penalty: 5005.610840
	Iteration 5F: 3 clusters Score -2322306 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2323441.750000 Penalty: 5005.610840
	Iteration 6F: 3 clusters Score -2323442 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2324056.000000 Penalty: 5005.610840
	Iteration 7Q: 3 clusters Score -2324056 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2324500.500000 Penalty: 5005.610840
	Iteration 8Q: 3 clusters Score -2324500 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2325007.250000 Penalty: 5005.610840
	Iteration 9Q: 3 clusters Score -2325007 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2325598.750000 Penalty: 5005.610840
	Iteration 10Q: 3 clusters Score -2325599 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2326421.000000 Penalty: 5005.610840
	Iteration 11Q: 3 clusters Score -2326421 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2327604.500000 Penalty: 5005.610840
	Iteration 12Q: 3 clusters Score -2327604 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2328753.250000 Penalty: 5005.610840
	Iteration 13Q: 3 clusters Score -2328753 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2329241.750000 Penalty: 5005.610840
	Iteration 14Q: 3 clusters Score -2329242 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2329359.500000 Penalty: 5005.610840
	Iteration 15Q: 3 clusters Score -2329360 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2329384.500000 Penalty: 5005.610840
	Iteration 16Q: 3 clusters Score -2329384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2329412.000000 Penalty: 5005.610840
	Iteration 17Q: 3 clusters Score -2329412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2329416.500000 Penalty: 5005.610840
	Iteration 18Q: 3 clusters Score -2329416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2329412.000000 Penalty: 5005.610840
	Iteration 19Q: 3 clusters Score -2329412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2329415.250000 Penalty: 5005.610840
	Iteration 20F: 3 clusters Score -2329415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2329418.500000 Penalty: 5005.610840
	Iteration 21Q: 3 clusters Score -2329418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2329419.250000 Penalty: 5005.610840
	Iteration 22Q: 3 clusters Score -2329419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2329413.250000 Penalty: 5005.610840
	Iteration 23Q: 3 clusters Score -2329413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2329421.000000 Penalty: 5005.610840
	Iteration 24Q: 3 clusters Score -2329421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2329422.250000 Penalty: 5005.610840
	Iteration 25Q: 3 clusters Score -2329422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2329423.250000 Penalty: 5005.610840
	Iteration 26Q: 3 clusters Score -2329423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2329423.250000 Penalty: 5005.610840
	Iteration 27Q: 3 clusters Score -2329423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2329424.500000 Penalty: 5005.610840
	Iteration 28Q: 3 clusters Score -2329424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2329424.500000 Penalty: 5005.610840
	Iteration 29F: 3 clusters Score -2329424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 18035 members 
Mstep: Class 4 contains 33488 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 161831 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 26416 members 
Mstep: Class 10 contains 27829 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 54909 members 
Mstep: Class 13 contains 66941 members 
Mstep: Class 14 contains 17559 members 
Mstep: Class 15 contains 16782 members 
Mstep: Class 16 contains 308437 members 
Mstep: Class 17 contains 119406 members 
Mstep: Class 18 contains 43175 members 
Mstep: Class 19 contains 285619 members 
Mstep: Class 20 contains 33763 members 
Mstep: Class 21 contains 19349 members 
Mstep: Class 22 contains 71090 members 
Mstep: Class 23 contains 14087 members 
Mstep: Class 24 contains 232148 members 
Entering Unmasked Estep 
Score: -157003552.000000 Penalty: 85095.523438
Splitting cluster 5 changes total score from -156996160.000000 to -157003552.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (10010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Entering Unmasked Estep 
Score: -958027.375000 Penalty: 2284.412354
	Iteration 0F: 2 clusters Score -958027.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -950484.062500 Penalty: 4568.824707
	Iteration 0F: 3 clusters Score -950484.1 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -952949.375000 Penalty: 4568.824707
	Iteration 1F: 3 clusters Score -952949.4 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -953715.562500 Penalty: 4568.824707
	Iteration 2F: 3 clusters Score -953715.6 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -954667.375000 Penalty: 4568.824707
	Iteration 3F: 3 clusters Score -954667.4 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -955716.062500 Penalty: 4568.824707
	Iteration 4F: 3 clusters Score -955716.1 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -956498.375000 Penalty: 4568.824707
	Iteration 5F: 3 clusters Score -956498.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -956959.375000 Penalty: 4568.824707
	Iteration 6F: 3 clusters Score -956959.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -957153.625000 Penalty: 4568.824707
	Iteration 7Q: 3 clusters Score -957153.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -957236.125000 Penalty: 4568.824707
	Iteration 8Q: 3 clusters Score -957236.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -957281.312500 Penalty: 4568.824707
	Iteration 9Q: 3 clusters Score -957281.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -957317.625000 Penalty: 4568.824707
	Iteration 10Q: 3 clusters Score -957317.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -957339.000000 Penalty: 4568.824707
	Iteration 11Q: 3 clusters Score -957339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -957351.312500 Penalty: 4568.824707
	Iteration 12Q: 3 clusters Score -957351.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -957358.250000 Penalty: 4568.824707
	Iteration 13Q: 3 clusters Score -957358.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -957361.500000 Penalty: 4568.824707
	Iteration 14Q: 3 clusters Score -957361.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -957364.875000 Penalty: 4568.824707
	Iteration 15Q: 3 clusters Score -957364.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -957366.375000 Penalty: 4568.824707
	Iteration 16Q: 3 clusters Score -957366.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -957368.187500 Penalty: 4568.824707
	Iteration 17Q: 3 clusters Score -957368.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -957370.062500 Penalty: 4568.824707
	Iteration 18Q: 3 clusters Score -957370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -957369.937500 Penalty: 4568.824707
	Iteration 19Q: 3 clusters Score -957369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -957368.687500 Penalty: 4568.824707
	Iteration 20F: 3 clusters Score -957368.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -957369.875000 Penalty: 4568.824707
	Iteration 21Q: 3 clusters Score -957369.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -957371.750000 Penalty: 4568.824707
	Iteration 22Q: 3 clusters Score -957371.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -957373.250000 Penalty: 4568.824707
	Iteration 23Q: 3 clusters Score -957373.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -957375.625000 Penalty: 4568.824707
	Iteration 24Q: 3 clusters Score -957375.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -957375.500000 Penalty: 4568.824707
	Iteration 25Q: 3 clusters Score -957375.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -957375.812500 Penalty: 4568.824707
	Iteration 26Q: 3 clusters Score -957375.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -957375.500000 Penalty: 4568.824707
	Iteration 27Q: 3 clusters Score -957375.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -957375.500000 Penalty: 4568.824707
	Iteration 28F: 3 clusters Score -957375.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (161831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161831 members 
Entering Unmasked Estep 
Score: -16435433.000000 Penalty: 2974.588379
	Iteration 0F: 2 clusters Score -1.643543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -16326905.000000 Penalty: 5949.176758
	Iteration 0F: 3 clusters Score -1.63269e+07 nChanged 77634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81663 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -16371738.000000 Penalty: 5949.176758
	Iteration 1F: 3 clusters Score -1.637174e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -16372581.000000 Penalty: 5949.176758
	Iteration 2Q: 3 clusters Score -1.637258e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82529 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -16373688.000000 Penalty: 5949.176758
	Iteration 3Q: 3 clusters Score -1.637369e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83379 members 
Mstep: Class 2 contains 78452 members 
Entering Unmasked Estep 
Score: -16375198.000000 Penalty: 5949.176758
	Iteration 4Q: 3 clusters Score -1.63752e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84722 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -16377637.000000 Penalty: 5949.176758
	Iteration 5Q: 3 clusters Score -1.637764e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86596 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -16381389.000000 Penalty: 5949.176758
	Iteration 6Q: 3 clusters Score -1.638139e+07 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -16387204.000000 Penalty: 5949.176758
	Iteration 7F: 3 clusters Score -1.63872e+07 nChanged 10811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92026 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -16395849.000000 Penalty: 5949.176758
	Iteration 8F: 3 clusters Score -1.639585e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95056 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -16406455.000000 Penalty: 5949.176758
	Iteration 9F: 3 clusters Score -1.640646e+07 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -16415770.000000 Penalty: 5949.176758
	Iteration 10F: 3 clusters Score -1.641577e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98098 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -16421295.000000 Penalty: 5949.176758
	Iteration 11F: 3 clusters Score -1.64213e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98626 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -16423888.000000 Penalty: 5949.176758
	Iteration 12Q: 3 clusters Score -1.642389e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98961 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -16425155.000000 Penalty: 5949.176758
	Iteration 13Q: 3 clusters Score -1.642516e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99251 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -16425697.000000 Penalty: 5949.176758
	Iteration 14Q: 3 clusters Score -1.64257e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99544 members 
Mstep: Class 2 contains 62287 members 
Entering Unmasked Estep 
Score: -16426124.000000 Penalty: 5949.176758
	Iteration 15Q: 3 clusters Score -1.642612e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99887 members 
Mstep: Class 2 contains 61944 members 
Entering Unmasked Estep 
Score: -16426435.000000 Penalty: 5949.176758
	Iteration 16Q: 3 clusters Score -1.642644e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100194 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -16426580.000000 Penalty: 5949.176758
	Iteration 17Q: 3 clusters Score -1.642658e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100503 members 
Mstep: Class 2 contains 61328 members 
Entering Unmasked Estep 
Score: -16426635.000000 Penalty: 5949.176758
	Iteration 18Q: 3 clusters Score -1.642664e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -16426732.000000 Penalty: 5949.176758
	Iteration 19Q: 3 clusters Score -1.642673e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -16426830.000000 Penalty: 5949.176758
	Iteration 20F: 3 clusters Score -1.642683e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101390 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -16426902.000000 Penalty: 5949.176758
	Iteration 21Q: 3 clusters Score -1.64269e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101691 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -16426963.000000 Penalty: 5949.176758
	Iteration 22Q: 3 clusters Score -1.642696e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101964 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -16427014.000000 Penalty: 5949.176758
	Iteration 23Q: 3 clusters Score -1.642701e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -16427022.000000 Penalty: 5949.176758
	Iteration 24Q: 3 clusters Score -1.642702e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102535 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -16427034.000000 Penalty: 5949.176758
	Iteration 25Q: 3 clusters Score -1.642703e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -16427048.000000 Penalty: 5949.176758
	Iteration 26Q: 3 clusters Score -1.642705e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103053 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -16427091.000000 Penalty: 5949.176758
	Iteration 27Q: 3 clusters Score -1.642709e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103293 members 
Mstep: Class 2 contains 58538 members 
Entering Unmasked Estep 
Score: -16427150.000000 Penalty: 5949.176758
	Iteration 28Q: 3 clusters Score -1.642715e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -16427114.000000 Penalty: 5949.176758
	Iteration 29Q: 3 clusters Score -1.642711e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103760 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -16427062.000000 Penalty: 5949.176758
	Iteration 30Q: 3 clusters Score -1.642706e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103986 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -16427087.000000 Penalty: 5949.176758
	Iteration 31Q: 3 clusters Score -1.642709e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104190 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -16427085.000000 Penalty: 5949.176758
	Iteration 32Q: 3 clusters Score -1.642708e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104375 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -16427077.000000 Penalty: 5949.176758
	Iteration 33Q: 3 clusters Score -1.642708e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104566 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -16427087.000000 Penalty: 5949.176758
	Iteration 34Q: 3 clusters Score -1.642709e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104771 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -16427108.000000 Penalty: 5949.176758
	Iteration 35Q: 3 clusters Score -1.642711e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104952 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -16427098.000000 Penalty: 5949.176758
	Iteration 36Q: 3 clusters Score -1.64271e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105133 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -16427058.000000 Penalty: 5949.176758
	Iteration 37Q: 3 clusters Score -1.642706e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105309 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -16427056.000000 Penalty: 5949.176758
	Iteration 38Q: 3 clusters Score -1.642706e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105494 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -16427053.000000 Penalty: 5949.176758
	Iteration 39Q: 3 clusters Score -1.642705e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105663 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -16427059.000000 Penalty: 5949.176758
	Iteration 40F: 3 clusters Score -1.642706e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -16427070.000000 Penalty: 5949.176758
	Iteration 41Q: 3 clusters Score -1.642707e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105958 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -16427051.000000 Penalty: 5949.176758
	Iteration 42Q: 3 clusters Score -1.642705e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106082 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -16427057.000000 Penalty: 5949.176758
	Iteration 43Q: 3 clusters Score -1.642706e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -16427057.000000 Penalty: 5949.176758
	Iteration 44Q: 3 clusters Score -1.642706e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106287 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -16427063.000000 Penalty: 5949.176758
	Iteration 45Q: 3 clusters Score -1.642706e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106386 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -16427065.000000 Penalty: 5949.176758
	Iteration 46Q: 3 clusters Score -1.642706e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106483 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -16427076.000000 Penalty: 5949.176758
	Iteration 47Q: 3 clusters Score -1.642708e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -16427083.000000 Penalty: 5949.176758
	Iteration 48Q: 3 clusters Score -1.642708e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106662 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -16427090.000000 Penalty: 5949.176758
	Iteration 49Q: 3 clusters Score -1.642709e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106753 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -16427109.000000 Penalty: 5949.176758
	Iteration 50Q: 3 clusters Score -1.642711e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106849 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -16427078.000000 Penalty: 5949.176758
	Iteration 51Q: 3 clusters Score -1.642708e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106927 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -16427078.000000 Penalty: 5949.176758
	Iteration 52Q: 3 clusters Score -1.642708e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107006 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -16427092.000000 Penalty: 5949.176758
	Iteration 53Q: 3 clusters Score -1.642709e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107082 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -16427087.000000 Penalty: 5949.176758
	Iteration 54Q: 3 clusters Score -1.642709e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107146 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -16427081.000000 Penalty: 5949.176758
	Iteration 55Q: 3 clusters Score -1.642708e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107206 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -16427098.000000 Penalty: 5949.176758
	Iteration 56Q: 3 clusters Score -1.64271e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107268 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -16427091.000000 Penalty: 5949.176758
	Iteration 57Q: 3 clusters Score -1.642709e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107325 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -16427075.000000 Penalty: 5949.176758
	Iteration 58Q: 3 clusters Score -1.642708e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107383 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -16427073.000000 Penalty: 5949.176758
	Iteration 59Q: 3 clusters Score -1.642707e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107439 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -16427094.000000 Penalty: 5949.176758
	Iteration 60F: 3 clusters Score -1.642709e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107489 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -16427105.000000 Penalty: 5949.176758
	Iteration 61Q: 3 clusters Score -1.64271e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107549 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -16427114.000000 Penalty: 5949.176758
	Iteration 62Q: 3 clusters Score -1.642711e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107610 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -16427108.000000 Penalty: 5949.176758
	Iteration 63Q: 3 clusters Score -1.642711e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107672 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -16427117.000000 Penalty: 5949.176758
	Iteration 64Q: 3 clusters Score -1.642712e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -16427110.000000 Penalty: 5949.176758
	Iteration 65Q: 3 clusters Score -1.642711e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107799 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -16427106.000000 Penalty: 5949.176758
	Iteration 66Q: 3 clusters Score -1.642711e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107859 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -16427119.000000 Penalty: 5949.176758
	Iteration 67Q: 3 clusters Score -1.642712e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107919 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -16427128.000000 Penalty: 5949.176758
	Iteration 68Q: 3 clusters Score -1.642713e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -16427122.000000 Penalty: 5949.176758
	Iteration 69Q: 3 clusters Score -1.642712e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107992 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -16427121.000000 Penalty: 5949.176758
	Iteration 70Q: 3 clusters Score -1.642712e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108030 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -16427112.000000 Penalty: 5949.176758
	Iteration 71Q: 3 clusters Score -1.642711e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -16427096.000000 Penalty: 5949.176758
	Iteration 72Q: 3 clusters Score -1.64271e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108129 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -16427094.000000 Penalty: 5949.176758
	Iteration 73Q: 3 clusters Score -1.642709e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -16427104.000000 Penalty: 5949.176758
	Iteration 74Q: 3 clusters Score -1.64271e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108235 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -16427087.000000 Penalty: 5949.176758
	Iteration 75Q: 3 clusters Score -1.642709e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108289 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -16427089.000000 Penalty: 5949.176758
	Iteration 76Q: 3 clusters Score -1.642709e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108345 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -16427067.000000 Penalty: 5949.176758
	Iteration 77Q: 3 clusters Score -1.642707e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108408 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -16427038.000000 Penalty: 5949.176758
	Iteration 78Q: 3 clusters Score -1.642704e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108472 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -16427044.000000 Penalty: 5949.176758
	Iteration 79Q: 3 clusters Score -1.642704e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108524 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -16427051.000000 Penalty: 5949.176758
	Iteration 80F: 3 clusters Score -1.642705e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108575 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -16427063.000000 Penalty: 5949.176758
	Iteration 81Q: 3 clusters Score -1.642706e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108620 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -16427062.000000 Penalty: 5949.176758
	Iteration 82Q: 3 clusters Score -1.642706e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108666 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -16427066.000000 Penalty: 5949.176758
	Iteration 83Q: 3 clusters Score -1.642707e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108724 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -16427061.000000 Penalty: 5949.176758
	Iteration 84Q: 3 clusters Score -1.642706e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108778 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -16427063.000000 Penalty: 5949.176758
	Iteration 85Q: 3 clusters Score -1.642706e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108827 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -16427071.000000 Penalty: 5949.176758
	Iteration 86Q: 3 clusters Score -1.642707e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108862 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -16427068.000000 Penalty: 5949.176758
	Iteration 87Q: 3 clusters Score -1.642707e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108895 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -16427062.000000 Penalty: 5949.176758
	Iteration 88Q: 3 clusters Score -1.642706e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108932 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -16427074.000000 Penalty: 5949.176758
	Iteration 89Q: 3 clusters Score -1.642707e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108962 members 
Mstep: Class 2 contains 52869 members 
Entering Unmasked Estep 
Score: -16427087.000000 Penalty: 5949.176758
	Iteration 90Q: 3 clusters Score -1.642709e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -16427071.000000 Penalty: 5949.176758
	Iteration 91Q: 3 clusters Score -1.642707e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109026 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -16427094.000000 Penalty: 5949.176758
	Iteration 92Q: 3 clusters Score -1.642709e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109053 members 
Mstep: Class 2 contains 52778 members 
Entering Unmasked Estep 
Score: -16427083.000000 Penalty: 5949.176758
	Iteration 93Q: 3 clusters Score -1.642708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109077 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -16427088.000000 Penalty: 5949.176758
	Iteration 94Q: 3 clusters Score -1.642709e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109097 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -16427074.000000 Penalty: 5949.176758
	Iteration 95Q: 3 clusters Score -1.642707e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109119 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -16427089.000000 Penalty: 5949.176758
	Iteration 96Q: 3 clusters Score -1.642709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109142 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -16427096.000000 Penalty: 5949.176758
	Iteration 97Q: 3 clusters Score -1.64271e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109166 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -16427099.000000 Penalty: 5949.176758
	Iteration 98Q: 3 clusters Score -1.64271e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109193 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -16427101.000000 Penalty: 5949.176758
	Iteration 99Q: 3 clusters Score -1.64271e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -16427088.000000 Penalty: 5949.176758
	Iteration 100F: 3 clusters Score -1.642709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109241 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -16427083.000000 Penalty: 5949.176758
	Iteration 101Q: 3 clusters Score -1.642708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109261 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -16427074.000000 Penalty: 5949.176758
	Iteration 102Q: 3 clusters Score -1.642707e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109289 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -16427077.000000 Penalty: 5949.176758
	Iteration 103Q: 3 clusters Score -1.642708e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109327 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -16427076.000000 Penalty: 5949.176758
	Iteration 104Q: 3 clusters Score -1.642708e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109357 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -16427088.000000 Penalty: 5949.176758
	Iteration 105Q: 3 clusters Score -1.642709e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109391 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -16427092.000000 Penalty: 5949.176758
	Iteration 106Q: 3 clusters Score -1.642709e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109417 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -16427103.000000 Penalty: 5949.176758
	Iteration 107Q: 3 clusters Score -1.64271e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109432 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -16427099.000000 Penalty: 5949.176758
	Iteration 108Q: 3 clusters Score -1.64271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109451 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -16427110.000000 Penalty: 5949.176758
	Iteration 109Q: 3 clusters Score -1.642711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109465 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -16427107.000000 Penalty: 5949.176758
	Iteration 110Q: 3 clusters Score -1.642711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109480 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -16427119.000000 Penalty: 5949.176758
	Iteration 111Q: 3 clusters Score -1.642712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109485 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -16427119.000000 Penalty: 5949.176758
	Iteration 112Q: 3 clusters Score -1.642712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -16427119.000000 Penalty: 5949.176758
	Iteration 113Q: 3 clusters Score -1.642712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109499 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -16427129.000000 Penalty: 5949.176758
	Iteration 114Q: 3 clusters Score -1.642713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109505 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -16427121.000000 Penalty: 5949.176758
	Iteration 115Q: 3 clusters Score -1.642712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109513 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -16427112.000000 Penalty: 5949.176758
	Iteration 116Q: 3 clusters Score -1.642711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109518 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -16427110.000000 Penalty: 5949.176758
	Iteration 117Q: 3 clusters Score -1.642711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109522 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -16427115.000000 Penalty: 5949.176758
	Iteration 118Q: 3 clusters Score -1.642712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -16427116.000000 Penalty: 5949.176758
	Iteration 119Q: 3 clusters Score -1.642712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109535 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -16427108.000000 Penalty: 5949.176758
	Iteration 120F: 3 clusters Score -1.642711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109536 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -16427108.000000 Penalty: 5949.176758
	Iteration 121Q: 3 clusters Score -1.642711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109540 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -16427113.000000 Penalty: 5949.176758
	Iteration 122Q: 3 clusters Score -1.642711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109545 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -16427115.000000 Penalty: 5949.176758
	Iteration 123Q: 3 clusters Score -1.642712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109551 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -16427127.000000 Penalty: 5949.176758
	Iteration 124Q: 3 clusters Score -1.642713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109554 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -16427134.000000 Penalty: 5949.176758
	Iteration 125Q: 3 clusters Score -1.642713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109555 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -16427135.000000 Penalty: 5949.176758
	Iteration 126Q: 3 clusters Score -1.642714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109558 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -16427133.000000 Penalty: 5949.176758
	Iteration 127Q: 3 clusters Score -1.642713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -16427134.000000 Penalty: 5949.176758
	Iteration 128Q: 3 clusters Score -1.642713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109569 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -16427150.000000 Penalty: 5949.176758
	Iteration 129Q: 3 clusters Score -1.642715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109578 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -16427137.000000 Penalty: 5949.176758
	Iteration 130Q: 3 clusters Score -1.642714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109585 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -16427125.000000 Penalty: 5949.176758
	Iteration 131Q: 3 clusters Score -1.642712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109593 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -16427132.000000 Penalty: 5949.176758
	Iteration 132Q: 3 clusters Score -1.642713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109600 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -16427132.000000 Penalty: 5949.176758
	Iteration 133Q: 3 clusters Score -1.642713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109607 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -16427137.000000 Penalty: 5949.176758
	Iteration 134Q: 3 clusters Score -1.642714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109616 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -16427134.000000 Penalty: 5949.176758
	Iteration 135Q: 3 clusters Score -1.642713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109625 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -16427118.000000 Penalty: 5949.176758
	Iteration 136Q: 3 clusters Score -1.642712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109632 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -16427099.000000 Penalty: 5949.176758
	Iteration 137Q: 3 clusters Score -1.64271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109642 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -16427097.000000 Penalty: 5949.176758
	Iteration 138Q: 3 clusters Score -1.64271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109647 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -16427090.000000 Penalty: 5949.176758
	Iteration 139Q: 3 clusters Score -1.642709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109651 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -16427095.000000 Penalty: 5949.176758
	Iteration 140F: 3 clusters Score -1.64271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109657 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -16427103.000000 Penalty: 5949.176758
	Iteration 141Q: 3 clusters Score -1.64271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109661 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -16427099.000000 Penalty: 5949.176758
	Iteration 142Q: 3 clusters Score -1.64271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109666 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -16427083.000000 Penalty: 5949.176758
	Iteration 143Q: 3 clusters Score -1.642708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109671 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -16427092.000000 Penalty: 5949.176758
	Iteration 144Q: 3 clusters Score -1.642709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109674 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -16427084.000000 Penalty: 5949.176758
	Iteration 145Q: 3 clusters Score -1.642708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109679 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -16427099.000000 Penalty: 5949.176758
	Iteration 146Q: 3 clusters Score -1.64271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109682 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -16427086.000000 Penalty: 5949.176758
	Iteration 147Q: 3 clusters Score -1.642709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109687 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -16427078.000000 Penalty: 5949.176758
	Iteration 148Q: 3 clusters Score -1.642708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109692 members 
Mstep: Class 2 contains 52139 members 
Entering Unmasked Estep 
Score: -16427074.000000 Penalty: 5949.176758
	Iteration 149Q: 3 clusters Score -1.642707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109699 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -16427077.000000 Penalty: 5949.176758
	Iteration 150Q: 3 clusters Score -1.642708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -16427097.000000 Penalty: 5949.176758
	Iteration 151Q: 3 clusters Score -1.64271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109720 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -16427096.000000 Penalty: 5949.176758
	Iteration 152Q: 3 clusters Score -1.64271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109727 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -16427104.000000 Penalty: 5949.176758
	Iteration 153Q: 3 clusters Score -1.64271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109737 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -16427103.000000 Penalty: 5949.176758
	Iteration 154Q: 3 clusters Score -1.64271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109748 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -16427103.000000 Penalty: 5949.176758
	Iteration 155Q: 3 clusters Score -1.64271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109757 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -16427113.000000 Penalty: 5949.176758
	Iteration 156Q: 3 clusters Score -1.642711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109768 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -16427094.000000 Penalty: 5949.176758
	Iteration 157Q: 3 clusters Score -1.642709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109775 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -16427087.000000 Penalty: 5949.176758
	Iteration 158Q: 3 clusters Score -1.642709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109780 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -16427091.000000 Penalty: 5949.176758
	Iteration 159Q: 3 clusters Score -1.642709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109786 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -16427082.000000 Penalty: 5949.176758
	Iteration 160F: 3 clusters Score -1.642708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109792 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -16427089.000000 Penalty: 5949.176758
	Iteration 161Q: 3 clusters Score -1.642709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109798 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -16427092.000000 Penalty: 5949.176758
	Iteration 162Q: 3 clusters Score -1.642709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -16427089.000000 Penalty: 5949.176758
	Iteration 163Q: 3 clusters Score -1.642709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109822 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -16427112.000000 Penalty: 5949.176758
	Iteration 164Q: 3 clusters Score -1.642711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109831 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -16427124.000000 Penalty: 5949.176758
	Iteration 165Q: 3 clusters Score -1.642712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109840 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -16427118.000000 Penalty: 5949.176758
	Iteration 166Q: 3 clusters Score -1.642712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109849 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -16427121.000000 Penalty: 5949.176758
	Iteration 167Q: 3 clusters Score -1.642712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109861 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -16427106.000000 Penalty: 5949.176758
	Iteration 168Q: 3 clusters Score -1.642711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -16427111.000000 Penalty: 5949.176758
	Iteration 169Q: 3 clusters Score -1.642711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109880 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -16427106.000000 Penalty: 5949.176758
	Iteration 170Q: 3 clusters Score -1.642711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109889 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -16427104.000000 Penalty: 5949.176758
	Iteration 171Q: 3 clusters Score -1.64271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109899 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -16427087.000000 Penalty: 5949.176758
	Iteration 172Q: 3 clusters Score -1.642709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109908 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -16427093.000000 Penalty: 5949.176758
	Iteration 173Q: 3 clusters Score -1.642709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109920 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -16427095.000000 Penalty: 5949.176758
	Iteration 174Q: 3 clusters Score -1.64271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109931 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -16427083.000000 Penalty: 5949.176758
	Iteration 175Q: 3 clusters Score -1.642708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109938 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -16427076.000000 Penalty: 5949.176758
	Iteration 176Q: 3 clusters Score -1.642708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109942 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -16427087.000000 Penalty: 5949.176758
	Iteration 177Q: 3 clusters Score -1.642709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109945 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -16427075.000000 Penalty: 5949.176758
	Iteration 178Q: 3 clusters Score -1.642708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109949 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -16427077.000000 Penalty: 5949.176758
	Iteration 179Q: 3 clusters Score -1.642708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109951 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -16427084.000000 Penalty: 5949.176758
	Iteration 180F: 3 clusters Score -1.642708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109953 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -16427068.000000 Penalty: 5949.176758
	Iteration 181Q: 3 clusters Score -1.642707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109959 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -16427083.000000 Penalty: 5949.176758
	Iteration 182Q: 3 clusters Score -1.642708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109963 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -16427093.000000 Penalty: 5949.176758
	Iteration 183Q: 3 clusters Score -1.642709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109969 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -16427086.000000 Penalty: 5949.176758
	Iteration 184Q: 3 clusters Score -1.642709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109974 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -16427088.000000 Penalty: 5949.176758
	Iteration 185Q: 3 clusters Score -1.642709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109983 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -16427103.000000 Penalty: 5949.176758
	Iteration 186Q: 3 clusters Score -1.64271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109987 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -16427098.000000 Penalty: 5949.176758
	Iteration 187Q: 3 clusters Score -1.64271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109993 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -16427094.000000 Penalty: 5949.176758
	Iteration 188Q: 3 clusters Score -1.642709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110003 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -16427079.000000 Penalty: 5949.176758
	Iteration 189Q: 3 clusters Score -1.642708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110015 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -16427081.000000 Penalty: 5949.176758
	Iteration 190Q: 3 clusters Score -1.642708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110026 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -16427092.000000 Penalty: 5949.176758
	Iteration 191Q: 3 clusters Score -1.642709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110036 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -16427088.000000 Penalty: 5949.176758
	Iteration 192Q: 3 clusters Score -1.642709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110049 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -16427079.000000 Penalty: 5949.176758
	Iteration 193Q: 3 clusters Score -1.642708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -16427088.000000 Penalty: 5949.176758
	Iteration 194Q: 3 clusters Score -1.642709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -16427078.000000 Penalty: 5949.176758
	Iteration 195Q: 3 clusters Score -1.642708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -16427083.000000 Penalty: 5949.176758
	Iteration 196Q: 3 clusters Score -1.642708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110098 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -16427056.000000 Penalty: 5949.176758
	Iteration 197Q: 3 clusters Score -1.642706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110109 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -16427058.000000 Penalty: 5949.176758
	Iteration 198Q: 3 clusters Score -1.642706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110124 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -16427080.000000 Penalty: 5949.176758
	Iteration 199Q: 3 clusters Score -1.642708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110138 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -16427083.000000 Penalty: 5949.176758
	Iteration 200F: 3 clusters Score -1.642708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110150 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -16427067.000000 Penalty: 5949.176758
	Iteration 201Q: 3 clusters Score -1.642707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110158 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -16427068.000000 Penalty: 5949.176758
	Iteration 202Q: 3 clusters Score -1.642707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -16427062.000000 Penalty: 5949.176758
	Iteration 203Q: 3 clusters Score -1.642706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110165 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -16427065.000000 Penalty: 5949.176758
	Iteration 204Q: 3 clusters Score -1.642706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110165 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -16427065.000000 Penalty: 5949.176758
	Iteration 205F: 3 clusters Score -1.642706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Entering Unmasked Estep 
Score: -1633694.500000 Penalty: 2407.739746
	Iteration 0F: 2 clusters Score -1633694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1621981.875000 Penalty: 4815.479492
	Iteration 0F: 3 clusters Score -1621982 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1625916.000000 Penalty: 4815.479492
	Iteration 1F: 3 clusters Score -1625916 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1626564.750000 Penalty: 4815.479492
	Iteration 2F: 3 clusters Score -1626565 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1627148.750000 Penalty: 4815.479492
	Iteration 3F: 3 clusters Score -1627149 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1627757.375000 Penalty: 4815.479492
	Iteration 4F: 3 clusters Score -1627757 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1628413.750000 Penalty: 4815.479492
	Iteration 5F: 3 clusters Score -1628414 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1629138.875000 Penalty: 4815.479492
	Iteration 6F: 3 clusters Score -1629139 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1629822.750000 Penalty: 4815.479492
	Iteration 7F: 3 clusters Score -1629823 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1630461.875000 Penalty: 4815.479492
	Iteration 8Q: 3 clusters Score -1630462 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1631040.250000 Penalty: 4815.479492
	Iteration 9Q: 3 clusters Score -1631040 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1631430.375000 Penalty: 4815.479492
	Iteration 10Q: 3 clusters Score -1631430 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1631711.000000 Penalty: 4815.479492
	Iteration 11Q: 3 clusters Score -1631711 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1631972.625000 Penalty: 4815.479492
	Iteration 12Q: 3 clusters Score -1631973 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1632117.500000 Penalty: 4815.479492
	Iteration 13Q: 3 clusters Score -1632118 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1632209.125000 Penalty: 4815.479492
	Iteration 14Q: 3 clusters Score -1632209 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1632262.000000 Penalty: 4815.479492
	Iteration 15Q: 3 clusters Score -1632262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1632283.875000 Penalty: 4815.479492
	Iteration 16Q: 3 clusters Score -1632284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1632297.875000 Penalty: 4815.479492
	Iteration 17Q: 3 clusters Score -1632298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1632308.250000 Penalty: 4815.479492
	Iteration 18Q: 3 clusters Score -1632308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1632321.125000 Penalty: 4815.479492
	Iteration 19Q: 3 clusters Score -1632321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1632323.625000 Penalty: 4815.479492
	Iteration 20F: 3 clusters Score -1632324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1632326.875000 Penalty: 4815.479492
	Iteration 21Q: 3 clusters Score -1632327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1632330.750000 Penalty: 4815.479492
	Iteration 22Q: 3 clusters Score -1632331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1632334.750000 Penalty: 4815.479492
	Iteration 23Q: 3 clusters Score -1632335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1632339.625000 Penalty: 4815.479492
	Iteration 24Q: 3 clusters Score -1632340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1632340.625000 Penalty: 4815.479492
	Iteration 25Q: 3 clusters Score -1632341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1632339.500000 Penalty: 4815.479492
	Iteration 26Q: 3 clusters Score -1632340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1632340.750000 Penalty: 4815.479492
	Iteration 27Q: 3 clusters Score -1632341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1632342.125000 Penalty: 4815.479492
	Iteration 28Q: 3 clusters Score -1632342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1632342.000000 Penalty: 4815.479492
	Iteration 29Q: 3 clusters Score -1632342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1632341.750000 Penalty: 4815.479492
	Iteration 30Q: 3 clusters Score -1632342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1632341.750000 Penalty: 4815.479492
	Iteration 31F: 3 clusters Score -1632342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Entering Unmasked Estep 
Score: -2847187.000000 Penalty: 2537.990967
	Iteration 0F: 2 clusters Score -2847187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2827999.000000 Penalty: 5075.981934
	Iteration 0F: 3 clusters Score -2827999 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2834904.750000 Penalty: 5075.981934
	Iteration 1F: 3 clusters Score -2834905 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2835346.250000 Penalty: 5075.981934
	Iteration 2Q: 3 clusters Score -2835346 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2835713.750000 Penalty: 5075.981934
	Iteration 3Q: 3 clusters Score -2835714 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2836043.750000 Penalty: 5075.981934
	Iteration 4Q: 3 clusters Score -2836044 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2836411.000000 Penalty: 5075.981934
	Iteration 5Q: 3 clusters Score -2836411 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2836926.000000 Penalty: 5075.981934
	Iteration 6Q: 3 clusters Score -2836926 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2837613.000000 Penalty: 5075.981934
	Iteration 7Q: 3 clusters Score -2837613 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2838617.750000 Penalty: 5075.981934
	Iteration 8F: 3 clusters Score -2838618 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2839840.750000 Penalty: 5075.981934
	Iteration 9F: 3 clusters Score -2839841 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -2841282.250000 Penalty: 5075.981934
	Iteration 10F: 3 clusters Score -2841282 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -2842612.250000 Penalty: 5075.981934
	Iteration 11F: 3 clusters Score -2842612 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -2843563.500000 Penalty: 5075.981934
	Iteration 12Q: 3 clusters Score -2843564 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -2844120.750000 Penalty: 5075.981934
	Iteration 13Q: 3 clusters Score -2844121 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -2844494.250000 Penalty: 5075.981934
	Iteration 14Q: 3 clusters Score -2844494 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -2844709.000000 Penalty: 5075.981934
	Iteration 15Q: 3 clusters Score -2844709 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -2844795.750000 Penalty: 5075.981934
	Iteration 16Q: 3 clusters Score -2844796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -2844877.250000 Penalty: 5075.981934
	Iteration 17Q: 3 clusters Score -2844877 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -2844924.250000 Penalty: 5075.981934
	Iteration 18Q: 3 clusters Score -2844924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -2844965.500000 Penalty: 5075.981934
	Iteration 19Q: 3 clusters Score -2844966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -2844992.500000 Penalty: 5075.981934
	Iteration 20F: 3 clusters Score -2844992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -2845001.750000 Penalty: 5075.981934
	Iteration 21Q: 3 clusters Score -2845002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -2845014.000000 Penalty: 5075.981934
	Iteration 22Q: 3 clusters Score -2845014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -2845027.500000 Penalty: 5075.981934
	Iteration 23Q: 3 clusters Score -2845028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -2845035.750000 Penalty: 5075.981934
	Iteration 24Q: 3 clusters Score -2845036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -2845054.000000 Penalty: 5075.981934
	Iteration 25Q: 3 clusters Score -2845054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -2845062.500000 Penalty: 5075.981934
	Iteration 26Q: 3 clusters Score -2845062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -2845081.250000 Penalty: 5075.981934
	Iteration 27Q: 3 clusters Score -2845081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -2845084.750000 Penalty: 5075.981934
	Iteration 28Q: 3 clusters Score -2845085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -2845090.250000 Penalty: 5075.981934
	Iteration 29Q: 3 clusters Score -2845090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -2845097.000000 Penalty: 5075.981934
	Iteration 30Q: 3 clusters Score -2845097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -2845096.250000 Penalty: 5075.981934
	Iteration 31Q: 3 clusters Score -2845096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -2845100.500000 Penalty: 5075.981934
	Iteration 32Q: 3 clusters Score -2845100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -2845099.750000 Penalty: 5075.981934
	Iteration 33Q: 3 clusters Score -2845100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -2845102.000000 Penalty: 5075.981934
	Iteration 34Q: 3 clusters Score -2845102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -2845100.500000 Penalty: 5075.981934
	Iteration 35Q: 3 clusters Score -2845100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -2845100.500000 Penalty: 5075.981934
	Iteration 36F: 3 clusters Score -2845100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Entering Unmasked Estep 
Score: -2535210.250000 Penalty: 2517.160156
	Iteration 0F: 2 clusters Score -2535210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2517457.500000 Penalty: 5034.320312
	Iteration 0F: 3 clusters Score -2517458 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2523789.500000 Penalty: 5034.320312
	Iteration 1F: 3 clusters Score -2523790 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2524427.500000 Penalty: 5034.320312
	Iteration 2F: 3 clusters Score -2524428 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2525285.250000 Penalty: 5034.320312
	Iteration 3F: 3 clusters Score -2525285 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2526518.750000 Penalty: 5034.320312
	Iteration 4F: 3 clusters Score -2526519 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2528178.250000 Penalty: 5034.320312
	Iteration 5F: 3 clusters Score -2528178 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2529940.250000 Penalty: 5034.320312
	Iteration 6F: 3 clusters Score -2529940 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2531432.750000 Penalty: 5034.320312
	Iteration 7F: 3 clusters Score -2531433 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2532507.750000 Penalty: 5034.320312
	Iteration 8Q: 3 clusters Score -2532508 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2533123.250000 Penalty: 5034.320312
	Iteration 9Q: 3 clusters Score -2533123 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2533481.000000 Penalty: 5034.320312
	Iteration 10Q: 3 clusters Score -2533481 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2533713.250000 Penalty: 5034.320312
	Iteration 11Q: 3 clusters Score -2533713 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2533837.500000 Penalty: 5034.320312
	Iteration 12Q: 3 clusters Score -2533838 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2533912.250000 Penalty: 5034.320312
	Iteration 13Q: 3 clusters Score -2533912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2533970.250000 Penalty: 5034.320312
	Iteration 14Q: 3 clusters Score -2533970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2533998.250000 Penalty: 5034.320312
	Iteration 15Q: 3 clusters Score -2533998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2534018.500000 Penalty: 5034.320312
	Iteration 16Q: 3 clusters Score -2534018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2534029.000000 Penalty: 5034.320312
	Iteration 17Q: 3 clusters Score -2534029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2534038.750000 Penalty: 5034.320312
	Iteration 18Q: 3 clusters Score -2534039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2534048.500000 Penalty: 5034.320312
	Iteration 19Q: 3 clusters Score -2534048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2534054.250000 Penalty: 5034.320312
	Iteration 20F: 3 clusters Score -2534054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2534058.500000 Penalty: 5034.320312
	Iteration 21Q: 3 clusters Score -2534058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2534058.500000 Penalty: 5034.320312
	Iteration 22Q: 3 clusters Score -2534058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2534060.500000 Penalty: 5034.320312
	Iteration 23Q: 3 clusters Score -2534060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2534065.750000 Penalty: 5034.320312
	Iteration 24Q: 3 clusters Score -2534066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2534061.000000 Penalty: 5034.320312
	Iteration 25Q: 3 clusters Score -2534061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2534063.000000 Penalty: 5034.320312
	Iteration 26Q: 3 clusters Score -2534063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2534061.250000 Penalty: 5034.320312
	Iteration 27Q: 3 clusters Score -2534061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2534059.750000 Penalty: 5034.320312
	Iteration 28Q: 3 clusters Score -2534060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2534067.750000 Penalty: 5034.320312
	Iteration 29Q: 3 clusters Score -2534068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2534066.500000 Penalty: 5034.320312
	Iteration 30Q: 3 clusters Score -2534066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2534068.000000 Penalty: 5034.320312
	Iteration 31Q: 3 clusters Score -2534068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2534071.000000 Penalty: 5034.320312
	Iteration 32Q: 3 clusters Score -2534071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2534071.500000 Penalty: 5034.320312
	Iteration 33Q: 3 clusters Score -2534072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2534070.750000 Penalty: 5034.320312
	Iteration 34Q: 3 clusters Score -2534071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2534067.750000 Penalty: 5034.320312
	Iteration 35Q: 3 clusters Score -2534068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2534069.500000 Penalty: 5034.320312
	Iteration 36Q: 3 clusters Score -2534070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2534074.500000 Penalty: 5034.320312
	Iteration 37Q: 3 clusters Score -2534074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2534073.750000 Penalty: 5034.320312
	Iteration 38Q: 3 clusters Score -2534074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2534073.500000 Penalty: 5034.320312
	Iteration 39Q: 3 clusters Score -2534074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2534073.500000 Penalty: 5034.320312
	Iteration 40F: 3 clusters Score -2534074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Entering Unmasked Estep 
Score: -5290834.500000 Penalty: 2706.531250
	Iteration 0F: 2 clusters Score -5290834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -5254061.000000 Penalty: 5413.062500
	Iteration 0F: 3 clusters Score -5254061 nChanged 25369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -5269807.000000 Penalty: 5413.062500
	Iteration 1F: 3 clusters Score -5269807 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -5273979.500000 Penalty: 5413.062500
	Iteration 2F: 3 clusters Score -5273980 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -5280046.000000 Penalty: 5413.062500
	Iteration 3F: 3 clusters Score -5280046 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -5286271.500000 Penalty: 5413.062500
	Iteration 4F: 3 clusters Score -5286272 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -5292227.000000 Penalty: 5413.062500
	Iteration 5F: 3 clusters Score -5292227 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -5296789.500000 Penalty: 5413.062500
	Iteration 6F: 3 clusters Score -5296790 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -5298718.000000 Penalty: 5413.062500
	Iteration 7Q: 3 clusters Score -5298718 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -5299741.500000 Penalty: 5413.062500
	Iteration 8Q: 3 clusters Score -5299742 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -5300329.000000 Penalty: 5413.062500
	Iteration 9Q: 3 clusters Score -5300329 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -5300712.000000 Penalty: 5413.062500
	Iteration 10Q: 3 clusters Score -5300712 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -5300985.500000 Penalty: 5413.062500
	Iteration 11Q: 3 clusters Score -5300986 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -5301092.000000 Penalty: 5413.062500
	Iteration 12Q: 3 clusters Score -5301092 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -5301200.500000 Penalty: 5413.062500
	Iteration 13Q: 3 clusters Score -5301200 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -5301290.000000 Penalty: 5413.062500
	Iteration 14Q: 3 clusters Score -5301290 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -5301350.500000 Penalty: 5413.062500
	Iteration 15Q: 3 clusters Score -5301350 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -5301417.500000 Penalty: 5413.062500
	Iteration 16Q: 3 clusters Score -5301418 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -5301434.000000 Penalty: 5413.062500
	Iteration 17Q: 3 clusters Score -5301434 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -5301477.500000 Penalty: 5413.062500
	Iteration 18Q: 3 clusters Score -5301478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -5301488.500000 Penalty: 5413.062500
	Iteration 19Q: 3 clusters Score -5301488 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -5301494.500000 Penalty: 5413.062500
	Iteration 20F: 3 clusters Score -5301494 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -5301526.500000 Penalty: 5413.062500
	Iteration 21Q: 3 clusters Score -5301526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -5301524.000000 Penalty: 5413.062500
	Iteration 22Q: 3 clusters Score -5301524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -5301533.000000 Penalty: 5413.062500
	Iteration 23Q: 3 clusters Score -5301533 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -5301525.500000 Penalty: 5413.062500
	Iteration 24Q: 3 clusters Score -5301526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -5301532.000000 Penalty: 5413.062500
	Iteration 25Q: 3 clusters Score -5301532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -5301528.500000 Penalty: 5413.062500
	Iteration 26Q: 3 clusters Score -5301528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -5301532.000000 Penalty: 5413.062500
	Iteration 27Q: 3 clusters Score -5301532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -5301527.000000 Penalty: 5413.062500
	Iteration 28Q: 3 clusters Score -5301527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -5301520.500000 Penalty: 5413.062500
	Iteration 29Q: 3 clusters Score -5301520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -5301526.500000 Penalty: 5413.062500
	Iteration 30Q: 3 clusters Score -5301526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -5301535.000000 Penalty: 5413.062500
	Iteration 31Q: 3 clusters Score -5301535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -5301531.000000 Penalty: 5413.062500
	Iteration 32Q: 3 clusters Score -5301531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -5301526.500000 Penalty: 5413.062500
	Iteration 33Q: 3 clusters Score -5301526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -5301525.500000 Penalty: 5413.062500
	Iteration 34Q: 3 clusters Score -5301526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -5301527.000000 Penalty: 5413.062500
	Iteration 35Q: 3 clusters Score -5301527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -5301529.500000 Penalty: 5413.062500
	Iteration 36Q: 3 clusters Score -5301530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -5301530.500000 Penalty: 5413.062500
	Iteration 37Q: 3 clusters Score -5301530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -5301527.000000 Penalty: 5413.062500
	Iteration 38Q: 3 clusters Score -5301527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -5301527.000000 Penalty: 5413.062500
	Iteration 39F: 3 clusters Score -5301527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 18035 members 
Mstep: Class 4 contains 33488 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 161831 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 26416 members 
Mstep: Class 10 contains 27829 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 40900 members 
Mstep: Class 13 contains 66941 members 
Mstep: Class 14 contains 17559 members 
Mstep: Class 15 contains 16782 members 
Mstep: Class 16 contains 308437 members 
Mstep: Class 17 contains 119406 members 
Mstep: Class 18 contains 43175 members 
Mstep: Class 19 contains 285619 members 
Mstep: Class 20 contains 33763 members 
Mstep: Class 21 contains 19349 members 
Mstep: Class 22 contains 71090 members 
Mstep: Class 23 contains 14087 members 
Mstep: Class 24 contains 232148 members 
Mstep: Class 25 contains 14009 members 
Entering Unmasked Estep 
Score: -157010560.000000 Penalty: 88641.171875
Splitting cluster 12 changes total score from -156996160.000000 to -157010560.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (66941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Entering Unmasked Estep 
Score: -6715895.500000 Penalty: 2755.668457
	Iteration 0F: 2 clusters Score -6715896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -6671226.000000 Penalty: 5511.336914
	Iteration 0F: 3 clusters Score -6671226 nChanged 31004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -6688714.000000 Penalty: 5511.336914
	Iteration 1F: 3 clusters Score -6688714 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -6689562.500000 Penalty: 5511.336914
	Iteration 2Q: 3 clusters Score -6689562 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -6690876.500000 Penalty: 5511.336914
	Iteration 3Q: 3 clusters Score -6690876 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -6692903.500000 Penalty: 5511.336914
	Iteration 4F: 3 clusters Score -6692904 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -6696384.000000 Penalty: 5511.336914
	Iteration 5F: 3 clusters Score -6696384 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -6701197.000000 Penalty: 5511.336914
	Iteration 6F: 3 clusters Score -6701197 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -6706114.000000 Penalty: 5511.336914
	Iteration 7F: 3 clusters Score -6706114 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -6709753.000000 Penalty: 5511.336914
	Iteration 8F: 3 clusters Score -6709753 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -6711820.500000 Penalty: 5511.336914
	Iteration 9Q: 3 clusters Score -6711820 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -6712811.000000 Penalty: 5511.336914
	Iteration 10Q: 3 clusters Score -6712811 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 64460 members 
Entering Unmasked Estep 
Score: -6713285.000000 Penalty: 5511.336914
	Iteration 11Q: 3 clusters Score -6713285 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -6713581.500000 Penalty: 5511.336914
	Iteration 12Q: 3 clusters Score -6713582 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -6713807.500000 Penalty: 5511.336914
	Iteration 13Q: 3 clusters Score -6713808 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -6713937.500000 Penalty: 5511.336914
	Iteration 14Q: 3 clusters Score -6713938 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -6714018.500000 Penalty: 5511.336914
	Iteration 15Q: 3 clusters Score -6714018 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 64851 members 
Entering Unmasked Estep 
Score: -6714090.500000 Penalty: 5511.336914
	Iteration 16Q: 3 clusters Score -6714090 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -6714158.500000 Penalty: 5511.336914
	Iteration 17Q: 3 clusters Score -6714158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -6714198.000000 Penalty: 5511.336914
	Iteration 18Q: 3 clusters Score -6714198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 64836 members 
Entering Unmasked Estep 
Score: -6714217.500000 Penalty: 5511.336914
	Iteration 19Q: 3 clusters Score -6714218 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -6714231.500000 Penalty: 5511.336914
	Iteration 20F: 3 clusters Score -6714232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -6714239.000000 Penalty: 5511.336914
	Iteration 21Q: 3 clusters Score -6714239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -6714243.500000 Penalty: 5511.336914
	Iteration 22Q: 3 clusters Score -6714244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -6714251.500000 Penalty: 5511.336914
	Iteration 23Q: 3 clusters Score -6714252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -6714255.500000 Penalty: 5511.336914
	Iteration 24Q: 3 clusters Score -6714256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -6714254.000000 Penalty: 5511.336914
	Iteration 25Q: 3 clusters Score -6714254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -6714249.500000 Penalty: 5511.336914
	Iteration 26Q: 3 clusters Score -6714250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
Score: -6714255.000000 Penalty: 5511.336914
	Iteration 27Q: 3 clusters Score -6714255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -6714267.500000 Penalty: 5511.336914
	Iteration 28Q: 3 clusters Score -6714268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -6714264.500000 Penalty: 5511.336914
	Iteration 29Q: 3 clusters Score -6714264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -6714272.000000 Penalty: 5511.336914
	Iteration 30Q: 3 clusters Score -6714272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -6714272.000000 Penalty: 5511.336914
	Iteration 31Q: 3 clusters Score -6714272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -6714275.500000 Penalty: 5511.336914
	Iteration 32Q: 3 clusters Score -6714276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -6714275.000000 Penalty: 5511.336914
	Iteration 33Q: 3 clusters Score -6714275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -6714272.000000 Penalty: 5511.336914
	Iteration 34Q: 3 clusters Score -6714272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 64717 members 
Entering Unmasked Estep 
Score: -6714269.000000 Penalty: 5511.336914
	Iteration 35Q: 3 clusters Score -6714269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -6714271.000000 Penalty: 5511.336914
	Iteration 36Q: 3 clusters Score -6714271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -6714271.500000 Penalty: 5511.336914
	Iteration 37Q: 3 clusters Score -6714272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -6714271.500000 Penalty: 5511.336914
	Iteration 38F: 3 clusters Score -6714272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Entering Unmasked Estep 
Score: -1700416.000000 Penalty: 2412.559570
	Iteration 0F: 2 clusters Score -1700416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1688397.000000 Penalty: 4825.119141
	Iteration 0F: 3 clusters Score -1688397 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1692390.125000 Penalty: 4825.119141
	Iteration 1F: 3 clusters Score -1692390 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1692962.875000 Penalty: 4825.119141
	Iteration 2F: 3 clusters Score -1692963 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1693521.750000 Penalty: 4825.119141
	Iteration 3F: 3 clusters Score -1693522 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1694114.750000 Penalty: 4825.119141
	Iteration 4F: 3 clusters Score -1694115 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1694706.500000 Penalty: 4825.119141
	Iteration 5F: 3 clusters Score -1694706 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1695197.125000 Penalty: 4825.119141
	Iteration 6F: 3 clusters Score -1695197 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1695660.250000 Penalty: 4825.119141
	Iteration 7Q: 3 clusters Score -1695660 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1696053.125000 Penalty: 4825.119141
	Iteration 8Q: 3 clusters Score -1696053 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1696378.125000 Penalty: 4825.119141
	Iteration 9Q: 3 clusters Score -1696378 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1696644.500000 Penalty: 4825.119141
	Iteration 10Q: 3 clusters Score -1696644 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1696832.500000 Penalty: 4825.119141
	Iteration 11Q: 3 clusters Score -1696832 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1696947.500000 Penalty: 4825.119141
	Iteration 12Q: 3 clusters Score -1696948 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1697033.625000 Penalty: 4825.119141
	Iteration 13Q: 3 clusters Score -1697034 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1697086.250000 Penalty: 4825.119141
	Iteration 14Q: 3 clusters Score -1697086 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1697132.625000 Penalty: 4825.119141
	Iteration 15Q: 3 clusters Score -1697133 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1697172.500000 Penalty: 4825.119141
	Iteration 16Q: 3 clusters Score -1697172 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1697198.750000 Penalty: 4825.119141
	Iteration 17Q: 3 clusters Score -1697199 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1697220.875000 Penalty: 4825.119141
	Iteration 18Q: 3 clusters Score -1697221 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1697247.500000 Penalty: 4825.119141
	Iteration 19Q: 3 clusters Score -1697248 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1697270.250000 Penalty: 4825.119141
	Iteration 20F: 3 clusters Score -1697270 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1697287.375000 Penalty: 4825.119141
	Iteration 21Q: 3 clusters Score -1697287 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1697312.000000 Penalty: 4825.119141
	Iteration 22Q: 3 clusters Score -1697312 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1697344.875000 Penalty: 4825.119141
	Iteration 23Q: 3 clusters Score -1697345 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1697393.375000 Penalty: 4825.119141
	Iteration 24Q: 3 clusters Score -1697393 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1697427.375000 Penalty: 4825.119141
	Iteration 25Q: 3 clusters Score -1697427 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1697467.000000 Penalty: 4825.119141
	Iteration 26Q: 3 clusters Score -1697467 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1697495.125000 Penalty: 4825.119141
	Iteration 27Q: 3 clusters Score -1697495 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1697521.750000 Penalty: 4825.119141
	Iteration 28Q: 3 clusters Score -1697522 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1697560.500000 Penalty: 4825.119141
	Iteration 29Q: 3 clusters Score -1697560 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1697588.000000 Penalty: 4825.119141
	Iteration 30Q: 3 clusters Score -1697588 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1697621.125000 Penalty: 4825.119141
	Iteration 31Q: 3 clusters Score -1697621 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1697642.250000 Penalty: 4825.119141
	Iteration 32Q: 3 clusters Score -1697642 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1697672.000000 Penalty: 4825.119141
	Iteration 33Q: 3 clusters Score -1697672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1697696.375000 Penalty: 4825.119141
	Iteration 34Q: 3 clusters Score -1697696 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1697710.750000 Penalty: 4825.119141
	Iteration 35Q: 3 clusters Score -1697711 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1697738.000000 Penalty: 4825.119141
	Iteration 36Q: 3 clusters Score -1697738 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1697762.000000 Penalty: 4825.119141
	Iteration 37Q: 3 clusters Score -1697762 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1697783.250000 Penalty: 4825.119141
	Iteration 38Q: 3 clusters Score -1697783 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1697810.750000 Penalty: 4825.119141
	Iteration 39Q: 3 clusters Score -1697811 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1697826.375000 Penalty: 4825.119141
	Iteration 40F: 3 clusters Score -1697826 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1697848.625000 Penalty: 4825.119141
	Iteration 41Q: 3 clusters Score -1697849 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1697871.250000 Penalty: 4825.119141
	Iteration 42Q: 3 clusters Score -1697871 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1697892.000000 Penalty: 4825.119141
	Iteration 43Q: 3 clusters Score -1697892 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1697907.250000 Penalty: 4825.119141
	Iteration 44Q: 3 clusters Score -1697907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1697921.375000 Penalty: 4825.119141
	Iteration 45Q: 3 clusters Score -1697921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1697936.125000 Penalty: 4825.119141
	Iteration 46Q: 3 clusters Score -1697936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1697956.250000 Penalty: 4825.119141
	Iteration 47Q: 3 clusters Score -1697956 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1697969.375000 Penalty: 4825.119141
	Iteration 48Q: 3 clusters Score -1697969 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1697985.375000 Penalty: 4825.119141
	Iteration 49Q: 3 clusters Score -1697985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1697997.125000 Penalty: 4825.119141
	Iteration 50Q: 3 clusters Score -1697997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1698015.375000 Penalty: 4825.119141
	Iteration 51Q: 3 clusters Score -1698015 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1698024.750000 Penalty: 4825.119141
	Iteration 52Q: 3 clusters Score -1698025 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1698036.000000 Penalty: 4825.119141
	Iteration 53Q: 3 clusters Score -1698036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1698046.625000 Penalty: 4825.119141
	Iteration 54Q: 3 clusters Score -1698047 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1698060.250000 Penalty: 4825.119141
	Iteration 55Q: 3 clusters Score -1698060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1698072.875000 Penalty: 4825.119141
	Iteration 56Q: 3 clusters Score -1698073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1698080.375000 Penalty: 4825.119141
	Iteration 57Q: 3 clusters Score -1698080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1698101.000000 Penalty: 4825.119141
	Iteration 58Q: 3 clusters Score -1698101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1698109.125000 Penalty: 4825.119141
	Iteration 59Q: 3 clusters Score -1698109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1698115.500000 Penalty: 4825.119141
	Iteration 60F: 3 clusters Score -1698116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1698132.000000 Penalty: 4825.119141
	Iteration 61Q: 3 clusters Score -1698132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1698138.875000 Penalty: 4825.119141
	Iteration 62Q: 3 clusters Score -1698139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1698139.875000 Penalty: 4825.119141
	Iteration 63Q: 3 clusters Score -1698140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1698148.125000 Penalty: 4825.119141
	Iteration 64Q: 3 clusters Score -1698148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1698161.000000 Penalty: 4825.119141
	Iteration 65Q: 3 clusters Score -1698161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1698173.625000 Penalty: 4825.119141
	Iteration 66Q: 3 clusters Score -1698174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1698179.000000 Penalty: 4825.119141
	Iteration 67Q: 3 clusters Score -1698179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1698188.125000 Penalty: 4825.119141
	Iteration 68Q: 3 clusters Score -1698188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1698194.875000 Penalty: 4825.119141
	Iteration 69Q: 3 clusters Score -1698195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1698199.000000 Penalty: 4825.119141
	Iteration 70Q: 3 clusters Score -1698199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1698203.875000 Penalty: 4825.119141
	Iteration 71Q: 3 clusters Score -1698204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1698218.000000 Penalty: 4825.119141
	Iteration 72Q: 3 clusters Score -1698218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1698215.500000 Penalty: 4825.119141
	Iteration 73Q: 3 clusters Score -1698216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1698224.625000 Penalty: 4825.119141
	Iteration 74Q: 3 clusters Score -1698225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1698229.125000 Penalty: 4825.119141
	Iteration 75Q: 3 clusters Score -1698229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1698243.500000 Penalty: 4825.119141
	Iteration 76Q: 3 clusters Score -1698244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1698241.000000 Penalty: 4825.119141
	Iteration 77Q: 3 clusters Score -1698241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1698243.500000 Penalty: 4825.119141
	Iteration 78Q: 3 clusters Score -1698244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1698245.750000 Penalty: 4825.119141
	Iteration 79Q: 3 clusters Score -1698246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1698253.375000 Penalty: 4825.119141
	Iteration 80F: 3 clusters Score -1698253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1698262.500000 Penalty: 4825.119141
	Iteration 81Q: 3 clusters Score -1698262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1698266.875000 Penalty: 4825.119141
	Iteration 82Q: 3 clusters Score -1698267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1698273.125000 Penalty: 4825.119141
	Iteration 83Q: 3 clusters Score -1698273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1698286.250000 Penalty: 4825.119141
	Iteration 84Q: 3 clusters Score -1698286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1698293.500000 Penalty: 4825.119141
	Iteration 85Q: 3 clusters Score -1698294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1698297.500000 Penalty: 4825.119141
	Iteration 86Q: 3 clusters Score -1698298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1698305.375000 Penalty: 4825.119141
	Iteration 87Q: 3 clusters Score -1698305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1698315.875000 Penalty: 4825.119141
	Iteration 88Q: 3 clusters Score -1698316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1698322.750000 Penalty: 4825.119141
	Iteration 89Q: 3 clusters Score -1698323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1698332.125000 Penalty: 4825.119141
	Iteration 90Q: 3 clusters Score -1698332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1698344.750000 Penalty: 4825.119141
	Iteration 91Q: 3 clusters Score -1698345 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1698355.750000 Penalty: 4825.119141
	Iteration 92Q: 3 clusters Score -1698356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1698354.875000 Penalty: 4825.119141
	Iteration 93Q: 3 clusters Score -1698355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1698360.625000 Penalty: 4825.119141
	Iteration 94Q: 3 clusters Score -1698361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1698363.625000 Penalty: 4825.119141
	Iteration 95Q: 3 clusters Score -1698364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1698365.500000 Penalty: 4825.119141
	Iteration 96Q: 3 clusters Score -1698366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1698366.250000 Penalty: 4825.119141
	Iteration 97Q: 3 clusters Score -1698366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1698368.750000 Penalty: 4825.119141
	Iteration 98Q: 3 clusters Score -1698369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1698368.000000 Penalty: 4825.119141
	Iteration 99Q: 3 clusters Score -1698368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1698373.500000 Penalty: 4825.119141
	Iteration 100F: 3 clusters Score -1698374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1698374.750000 Penalty: 4825.119141
	Iteration 101Q: 3 clusters Score -1698375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1698376.500000 Penalty: 4825.119141
	Iteration 102Q: 3 clusters Score -1698376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1698377.375000 Penalty: 4825.119141
	Iteration 103Q: 3 clusters Score -1698377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1698376.875000 Penalty: 4825.119141
	Iteration 104Q: 3 clusters Score -1698377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1698376.875000 Penalty: 4825.119141
	Iteration 105Q: 3 clusters Score -1698377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1698380.875000 Penalty: 4825.119141
	Iteration 106Q: 3 clusters Score -1698381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1698381.750000 Penalty: 4825.119141
	Iteration 107Q: 3 clusters Score -1698382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1698383.625000 Penalty: 4825.119141
	Iteration 108Q: 3 clusters Score -1698384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1698386.750000 Penalty: 4825.119141
	Iteration 109Q: 3 clusters Score -1698387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1698387.625000 Penalty: 4825.119141
	Iteration 110Q: 3 clusters Score -1698388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1698394.000000 Penalty: 4825.119141
	Iteration 111Q: 3 clusters Score -1698394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1698394.750000 Penalty: 4825.119141
	Iteration 112Q: 3 clusters Score -1698395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1698395.250000 Penalty: 4825.119141
	Iteration 113Q: 3 clusters Score -1698395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1698400.750000 Penalty: 4825.119141
	Iteration 114Q: 3 clusters Score -1698401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1698401.625000 Penalty: 4825.119141
	Iteration 115Q: 3 clusters Score -1698402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1698406.250000 Penalty: 4825.119141
	Iteration 116Q: 3 clusters Score -1698406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1698407.500000 Penalty: 4825.119141
	Iteration 117Q: 3 clusters Score -1698408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1698408.500000 Penalty: 4825.119141
	Iteration 118Q: 3 clusters Score -1698408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1698410.500000 Penalty: 4825.119141
	Iteration 119Q: 3 clusters Score -1698410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1698411.750000 Penalty: 4825.119141
	Iteration 120F: 3 clusters Score -1698412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1698413.125000 Penalty: 4825.119141
	Iteration 121Q: 3 clusters Score -1698413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1698412.750000 Penalty: 4825.119141
	Iteration 122Q: 3 clusters Score -1698413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1698412.000000 Penalty: 4825.119141
	Iteration 123Q: 3 clusters Score -1698412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1698412.750000 Penalty: 4825.119141
	Iteration 124Q: 3 clusters Score -1698413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1698412.750000 Penalty: 4825.119141
	Iteration 125F: 3 clusters Score -1698413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (308437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308437 members 
Entering Unmasked Estep 
Score: -30893672.000000 Penalty: 3134.539551
	Iteration 0F: 2 clusters Score -3.089367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154326 members 
Mstep: Class 2 contains 154111 members 
Entering Unmasked Estep 
Score: -30689618.000000 Penalty: 6269.079102
	Iteration 0F: 3 clusters Score -3.068962e+07 nChanged 149213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156065 members 
Mstep: Class 2 contains 152372 members 
Entering Unmasked Estep 
Score: -30778130.000000 Penalty: 6269.079102
	Iteration 1F: 3 clusters Score -3.077813e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157928 members 
Mstep: Class 2 contains 150509 members 
Entering Unmasked Estep 
Score: -30779682.000000 Penalty: 6269.079102
	Iteration 2Q: 3 clusters Score -3.077968e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160881 members 
Mstep: Class 2 contains 147556 members 
Entering Unmasked Estep 
Score: -30781610.000000 Penalty: 6269.079102
	Iteration 3Q: 3 clusters Score -3.078161e+07 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165399 members 
Mstep: Class 2 contains 143038 members 
Entering Unmasked Estep 
Score: -30784668.000000 Penalty: 6269.079102
	Iteration 4Q: 3 clusters Score -3.078467e+07 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172220 members 
Mstep: Class 2 contains 136217 members 
Entering Unmasked Estep 
Score: -30789354.000000 Penalty: 6269.079102
	Iteration 5Q: 3 clusters Score -3.078935e+07 nChanged 15695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182115 members 
Mstep: Class 2 contains 126322 members 
Entering Unmasked Estep 
Score: -30798240.000000 Penalty: 6269.079102
	Iteration 6F: 3 clusters Score -3.079824e+07 nChanged 19811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195578 members 
Mstep: Class 2 contains 112859 members 
Entering Unmasked Estep 
Score: -30812438.000000 Penalty: 6269.079102
	Iteration 7F: 3 clusters Score -3.081244e+07 nChanged 23073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211689 members 
Mstep: Class 2 contains 96748 members 
Entering Unmasked Estep 
Score: -30831070.000000 Penalty: 6269.079102
	Iteration 8F: 3 clusters Score -3.083107e+07 nChanged 22426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227599 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -30850662.000000 Penalty: 6269.079102
	Iteration 9F: 3 clusters Score -3.085066e+07 nChanged 17874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240363 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -30865588.000000 Penalty: 6269.079102
	Iteration 10F: 3 clusters Score -3.086559e+07 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250011 members 
Mstep: Class 2 contains 58426 members 
Entering Unmasked Estep 
Score: -30874454.000000 Penalty: 6269.079102
	Iteration 11Q: 3 clusters Score -3.087445e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257921 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -30880048.000000 Penalty: 6269.079102
	Iteration 12Q: 3 clusters Score -3.088005e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264735 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -30884444.000000 Penalty: 6269.079102
	Iteration 13Q: 3 clusters Score -3.088444e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270599 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -30888446.000000 Penalty: 6269.079102
	Iteration 14Q: 3 clusters Score -3.088845e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275529 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -30891990.000000 Penalty: 6269.079102
	Iteration 15Q: 3 clusters Score -3.089199e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279537 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -30895772.000000 Penalty: 6269.079102
	Iteration 16Q: 3 clusters Score -3.089577e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282393 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -30898858.000000 Penalty: 6269.079102
	Iteration 17Q: 3 clusters Score -3.089886e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284259 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -30900692.000000 Penalty: 6269.079102
	Iteration 18Q: 3 clusters Score -3.090069e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285520 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -30901526.000000 Penalty: 6269.079102
	Iteration 19Q: 3 clusters Score -3.090153e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286393 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -30901862.000000 Penalty: 6269.079102
	Iteration 20F: 3 clusters Score -3.090186e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287000 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -30902070.000000 Penalty: 6269.079102
	Iteration 21Q: 3 clusters Score -3.090207e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287497 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -30902138.000000 Penalty: 6269.079102
	Iteration 22Q: 3 clusters Score -3.090214e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287900 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -30902234.000000 Penalty: 6269.079102
	Iteration 23Q: 3 clusters Score -3.090223e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288230 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -30902254.000000 Penalty: 6269.079102
	Iteration 24Q: 3 clusters Score -3.090225e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288518 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -30902290.000000 Penalty: 6269.079102
	Iteration 25Q: 3 clusters Score -3.090229e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288763 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -30902304.000000 Penalty: 6269.079102
	Iteration 26Q: 3 clusters Score -3.09023e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288955 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -30902296.000000 Penalty: 6269.079102
	Iteration 27Q: 3 clusters Score -3.09023e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289096 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -30902306.000000 Penalty: 6269.079102
	Iteration 28Q: 3 clusters Score -3.090231e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289211 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -30902278.000000 Penalty: 6269.079102
	Iteration 29Q: 3 clusters Score -3.090228e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289289 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -30902280.000000 Penalty: 6269.079102
	Iteration 30Q: 3 clusters Score -3.090228e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289344 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -30902284.000000 Penalty: 6269.079102
	Iteration 31Q: 3 clusters Score -3.090228e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289395 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -30902286.000000 Penalty: 6269.079102
	Iteration 32Q: 3 clusters Score -3.090229e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289436 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -30902326.000000 Penalty: 6269.079102
	Iteration 33Q: 3 clusters Score -3.090233e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289478 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -30902318.000000 Penalty: 6269.079102
	Iteration 34Q: 3 clusters Score -3.090232e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289515 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -30902330.000000 Penalty: 6269.079102
	Iteration 35Q: 3 clusters Score -3.090233e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289551 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -30902328.000000 Penalty: 6269.079102
	Iteration 36Q: 3 clusters Score -3.090233e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289585 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -30902324.000000 Penalty: 6269.079102
	Iteration 37Q: 3 clusters Score -3.090232e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289621 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -30902358.000000 Penalty: 6269.079102
	Iteration 38Q: 3 clusters Score -3.090236e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289642 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -30902360.000000 Penalty: 6269.079102
	Iteration 39Q: 3 clusters Score -3.090236e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289665 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -30902356.000000 Penalty: 6269.079102
	Iteration 40F: 3 clusters Score -3.090236e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289694 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -30902346.000000 Penalty: 6269.079102
	Iteration 41Q: 3 clusters Score -3.090235e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289723 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -30902346.000000 Penalty: 6269.079102
	Iteration 42Q: 3 clusters Score -3.090235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289745 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -30902350.000000 Penalty: 6269.079102
	Iteration 43Q: 3 clusters Score -3.090235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289759 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -30902362.000000 Penalty: 6269.079102
	Iteration 44Q: 3 clusters Score -3.090236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289771 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -30902388.000000 Penalty: 6269.079102
	Iteration 45Q: 3 clusters Score -3.090239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289780 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -30902390.000000 Penalty: 6269.079102
	Iteration 46Q: 3 clusters Score -3.090239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289788 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -30902368.000000 Penalty: 6269.079102
	Iteration 47Q: 3 clusters Score -3.090237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289799 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -30902372.000000 Penalty: 6269.079102
	Iteration 48Q: 3 clusters Score -3.090237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289812 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -30902398.000000 Penalty: 6269.079102
	Iteration 49Q: 3 clusters Score -3.09024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289825 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -30902392.000000 Penalty: 6269.079102
	Iteration 50Q: 3 clusters Score -3.090239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289836 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -30902386.000000 Penalty: 6269.079102
	Iteration 51Q: 3 clusters Score -3.090239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289846 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -30902380.000000 Penalty: 6269.079102
	Iteration 52Q: 3 clusters Score -3.090238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289855 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -30902360.000000 Penalty: 6269.079102
	Iteration 53Q: 3 clusters Score -3.090236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289867 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -30902380.000000 Penalty: 6269.079102
	Iteration 54Q: 3 clusters Score -3.090238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289881 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -30902372.000000 Penalty: 6269.079102
	Iteration 55Q: 3 clusters Score -3.090237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289895 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -30902370.000000 Penalty: 6269.079102
	Iteration 56Q: 3 clusters Score -3.090237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289907 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -30902374.000000 Penalty: 6269.079102
	Iteration 57Q: 3 clusters Score -3.090237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289916 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -30902372.000000 Penalty: 6269.079102
	Iteration 58Q: 3 clusters Score -3.090237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289923 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -30902392.000000 Penalty: 6269.079102
	Iteration 59Q: 3 clusters Score -3.090239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289931 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -30902378.000000 Penalty: 6269.079102
	Iteration 60F: 3 clusters Score -3.090238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289937 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -30902394.000000 Penalty: 6269.079102
	Iteration 61Q: 3 clusters Score -3.090239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289942 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -30902390.000000 Penalty: 6269.079102
	Iteration 62Q: 3 clusters Score -3.090239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289946 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -30902380.000000 Penalty: 6269.079102
	Iteration 63Q: 3 clusters Score -3.090238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289947 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -30902396.000000 Penalty: 6269.079102
	Iteration 64Q: 3 clusters Score -3.09024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289947 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -30902396.000000 Penalty: 6269.079102
	Iteration 65F: 3 clusters Score -3.09024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 18035 members 
Mstep: Class 4 contains 33488 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 161831 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 26416 members 
Mstep: Class 10 contains 27829 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 40900 members 
Mstep: Class 13 contains 66941 members 
Mstep: Class 14 contains 17559 members 
Mstep: Class 15 contains 16782 members 
Mstep: Class 16 contains 289947 members 
Mstep: Class 17 contains 119406 members 
Mstep: Class 18 contains 43175 members 
Mstep: Class 19 contains 285619 members 
Mstep: Class 20 contains 33763 members 
Mstep: Class 21 contains 19349 members 
Mstep: Class 22 contains 71090 members 
Mstep: Class 23 contains 14087 members 
Mstep: Class 24 contains 232148 members 
Mstep: Class 25 contains 14009 members 
Mstep: Class 26 contains 18490 members 
Entering Unmasked Estep 
Score: -157017360.000000 Penalty: 92186.812500
Splitting cluster 16 changes total score from -156996160.000000 to -157017360.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (119406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119406 members 
Entering Unmasked Estep 
Score: -11947568.000000 Penalty: 2899.190674
	Iteration 0F: 2 clusters Score -1.194757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -11867900.000000 Penalty: 5798.381348
	Iteration 0F: 3 clusters Score -1.18679e+07 nChanged 56753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -11900439.000000 Penalty: 5798.381348
	Iteration 1F: 3 clusters Score -1.190044e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -11901650.000000 Penalty: 5798.381348
	Iteration 2Q: 3 clusters Score -1.190165e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -11902965.000000 Penalty: 5798.381348
	Iteration 3Q: 3 clusters Score -1.190296e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -11905081.000000 Penalty: 5798.381348
	Iteration 4Q: 3 clusters Score -1.190508e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -11907770.000000 Penalty: 5798.381348
	Iteration 5Q: 3 clusters Score -1.190777e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72158 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -11911911.000000 Penalty: 5798.381348
	Iteration 6F: 3 clusters Score -1.191191e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76378 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -11917454.000000 Penalty: 5798.381348
	Iteration 7F: 3 clusters Score -1.191745e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -11923423.000000 Penalty: 5798.381348
	Iteration 8F: 3 clusters Score -1.192342e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83331 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -11928323.000000 Penalty: 5798.381348
	Iteration 9F: 3 clusters Score -1.192832e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -11930983.000000 Penalty: 5798.381348
	Iteration 10Q: 3 clusters Score -1.193098e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -11932351.000000 Penalty: 5798.381348
	Iteration 11Q: 3 clusters Score -1.193235e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -11933244.000000 Penalty: 5798.381348
	Iteration 12Q: 3 clusters Score -1.193324e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -11934043.000000 Penalty: 5798.381348
	Iteration 13Q: 3 clusters Score -1.193404e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93051 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -11934838.000000 Penalty: 5798.381348
	Iteration 14Q: 3 clusters Score -1.193484e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -11935668.000000 Penalty: 5798.381348
	Iteration 15Q: 3 clusters Score -1.193567e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96940 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -11936527.000000 Penalty: 5798.381348
	Iteration 16Q: 3 clusters Score -1.193653e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98884 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -11937375.000000 Penalty: 5798.381348
	Iteration 17Q: 3 clusters Score -1.193738e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100735 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -11938242.000000 Penalty: 5798.381348
	Iteration 18Q: 3 clusters Score -1.193824e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102493 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -11939057.000000 Penalty: 5798.381348
	Iteration 19Q: 3 clusters Score -1.193906e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104157 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -11939968.000000 Penalty: 5798.381348
	Iteration 20F: 3 clusters Score -1.193997e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105625 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -11940662.000000 Penalty: 5798.381348
	Iteration 21Q: 3 clusters Score -1.194066e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106991 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -11941199.000000 Penalty: 5798.381348
	Iteration 22Q: 3 clusters Score -1.19412e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108198 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -11941682.000000 Penalty: 5798.381348
	Iteration 23Q: 3 clusters Score -1.194168e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109365 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -11942240.000000 Penalty: 5798.381348
	Iteration 24Q: 3 clusters Score -1.194224e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110453 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -11942734.000000 Penalty: 5798.381348
	Iteration 25Q: 3 clusters Score -1.194273e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111409 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -11943101.000000 Penalty: 5798.381348
	Iteration 26Q: 3 clusters Score -1.19431e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112220 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -11943388.000000 Penalty: 5798.381348
	Iteration 27Q: 3 clusters Score -1.194339e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112932 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -11943639.000000 Penalty: 5798.381348
	Iteration 28Q: 3 clusters Score -1.194364e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113529 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -11943874.000000 Penalty: 5798.381348
	Iteration 29Q: 3 clusters Score -1.194387e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114058 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -11944081.000000 Penalty: 5798.381348
	Iteration 30Q: 3 clusters Score -1.194408e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114551 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -11944230.000000 Penalty: 5798.381348
	Iteration 31Q: 3 clusters Score -1.194423e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -11944341.000000 Penalty: 5798.381348
	Iteration 32Q: 3 clusters Score -1.194434e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115349 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -11944457.000000 Penalty: 5798.381348
	Iteration 33Q: 3 clusters Score -1.194446e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115662 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -11944579.000000 Penalty: 5798.381348
	Iteration 34Q: 3 clusters Score -1.194458e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115933 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -11944697.000000 Penalty: 5798.381348
	Iteration 35Q: 3 clusters Score -1.19447e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116166 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -11944734.000000 Penalty: 5798.381348
	Iteration 36Q: 3 clusters Score -1.194473e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116359 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -11944803.000000 Penalty: 5798.381348
	Iteration 37Q: 3 clusters Score -1.19448e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116525 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -11944857.000000 Penalty: 5798.381348
	Iteration 38Q: 3 clusters Score -1.194486e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116670 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -11944916.000000 Penalty: 5798.381348
	Iteration 39Q: 3 clusters Score -1.194492e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116798 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -11944943.000000 Penalty: 5798.381348
	Iteration 40F: 3 clusters Score -1.194494e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116926 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -11944956.000000 Penalty: 5798.381348
	Iteration 41Q: 3 clusters Score -1.194496e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117038 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -11945009.000000 Penalty: 5798.381348
	Iteration 42Q: 3 clusters Score -1.194501e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117133 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -11945015.000000 Penalty: 5798.381348
	Iteration 43Q: 3 clusters Score -1.194502e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117209 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -11945054.000000 Penalty: 5798.381348
	Iteration 44Q: 3 clusters Score -1.194505e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117282 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -11945063.000000 Penalty: 5798.381348
	Iteration 45Q: 3 clusters Score -1.194506e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117338 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11945085.000000 Penalty: 5798.381348
	Iteration 46Q: 3 clusters Score -1.194508e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117396 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -11945083.000000 Penalty: 5798.381348
	Iteration 47Q: 3 clusters Score -1.194508e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117443 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -11945084.000000 Penalty: 5798.381348
	Iteration 48Q: 3 clusters Score -1.194508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117468 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -11945106.000000 Penalty: 5798.381348
	Iteration 49Q: 3 clusters Score -1.194511e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117497 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -11945107.000000 Penalty: 5798.381348
	Iteration 50Q: 3 clusters Score -1.194511e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117520 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -11945117.000000 Penalty: 5798.381348
	Iteration 51Q: 3 clusters Score -1.194512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -11945115.000000 Penalty: 5798.381348
	Iteration 52Q: 3 clusters Score -1.194512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117551 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -11945117.000000 Penalty: 5798.381348
	Iteration 53Q: 3 clusters Score -1.194512e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117574 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -11945116.000000 Penalty: 5798.381348
	Iteration 54Q: 3 clusters Score -1.194512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117585 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -11945119.000000 Penalty: 5798.381348
	Iteration 55Q: 3 clusters Score -1.194512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117597 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -11945132.000000 Penalty: 5798.381348
	Iteration 56Q: 3 clusters Score -1.194513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117605 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -11945140.000000 Penalty: 5798.381348
	Iteration 57Q: 3 clusters Score -1.194514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117617 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -11945151.000000 Penalty: 5798.381348
	Iteration 58Q: 3 clusters Score -1.194515e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117635 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -11945145.000000 Penalty: 5798.381348
	Iteration 59Q: 3 clusters Score -1.194514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117649 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -11945151.000000 Penalty: 5798.381348
	Iteration 60F: 3 clusters Score -1.194515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117654 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -11945142.000000 Penalty: 5798.381348
	Iteration 61Q: 3 clusters Score -1.194514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117660 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -11945144.000000 Penalty: 5798.381348
	Iteration 62Q: 3 clusters Score -1.194514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117667 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -11945146.000000 Penalty: 5798.381348
	Iteration 63Q: 3 clusters Score -1.194515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117671 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -11945145.000000 Penalty: 5798.381348
	Iteration 64Q: 3 clusters Score -1.194514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117676 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -11945132.000000 Penalty: 5798.381348
	Iteration 65Q: 3 clusters Score -1.194513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117685 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11945145.000000 Penalty: 5798.381348
	Iteration 66Q: 3 clusters Score -1.194514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117690 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -11945149.000000 Penalty: 5798.381348
	Iteration 67Q: 3 clusters Score -1.194515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117696 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -11945148.000000 Penalty: 5798.381348
	Iteration 68Q: 3 clusters Score -1.194515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117700 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -11945147.000000 Penalty: 5798.381348
	Iteration 69Q: 3 clusters Score -1.194515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117704 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -11945148.000000 Penalty: 5798.381348
	Iteration 70Q: 3 clusters Score -1.194515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117706 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -11945154.000000 Penalty: 5798.381348
	Iteration 71Q: 3 clusters Score -1.194515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117710 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -11945153.000000 Penalty: 5798.381348
	Iteration 72Q: 3 clusters Score -1.194515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117715 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -11945149.000000 Penalty: 5798.381348
	Iteration 73Q: 3 clusters Score -1.194515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117723 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -11945151.000000 Penalty: 5798.381348
	Iteration 74Q: 3 clusters Score -1.194515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117730 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -11945157.000000 Penalty: 5798.381348
	Iteration 75Q: 3 clusters Score -1.194516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117740 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -11945170.000000 Penalty: 5798.381348
	Iteration 76Q: 3 clusters Score -1.194517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117751 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -11945160.000000 Penalty: 5798.381348
	Iteration 77Q: 3 clusters Score -1.194516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117754 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -11945164.000000 Penalty: 5798.381348
	Iteration 78Q: 3 clusters Score -1.194516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117757 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -11945166.000000 Penalty: 5798.381348
	Iteration 79Q: 3 clusters Score -1.194517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117761 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -11945173.000000 Penalty: 5798.381348
	Iteration 80F: 3 clusters Score -1.194517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117765 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -11945167.000000 Penalty: 5798.381348
	Iteration 81Q: 3 clusters Score -1.194517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117770 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -11945173.000000 Penalty: 5798.381348
	Iteration 82Q: 3 clusters Score -1.194517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117775 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -11945167.000000 Penalty: 5798.381348
	Iteration 83Q: 3 clusters Score -1.194517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117779 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -11945176.000000 Penalty: 5798.381348
	Iteration 84Q: 3 clusters Score -1.194518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117784 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11945171.000000 Penalty: 5798.381348
	Iteration 85Q: 3 clusters Score -1.194517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117791 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -11945171.000000 Penalty: 5798.381348
	Iteration 86Q: 3 clusters Score -1.194517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117794 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -11945170.000000 Penalty: 5798.381348
	Iteration 87Q: 3 clusters Score -1.194517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117801 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -11945177.000000 Penalty: 5798.381348
	Iteration 88Q: 3 clusters Score -1.194518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117809 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -11945175.000000 Penalty: 5798.381348
	Iteration 89Q: 3 clusters Score -1.194518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117820 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -11945181.000000 Penalty: 5798.381348
	Iteration 90Q: 3 clusters Score -1.194518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117831 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -11945203.000000 Penalty: 5798.381348
	Iteration 91Q: 3 clusters Score -1.19452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117841 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11945223.000000 Penalty: 5798.381348
	Iteration 92Q: 3 clusters Score -1.194522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117848 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -11945205.000000 Penalty: 5798.381348
	Iteration 93Q: 3 clusters Score -1.19452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117854 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11945210.000000 Penalty: 5798.381348
	Iteration 94Q: 3 clusters Score -1.194521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117857 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11945203.000000 Penalty: 5798.381348
	Iteration 95Q: 3 clusters Score -1.19452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117863 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11945215.000000 Penalty: 5798.381348
	Iteration 96Q: 3 clusters Score -1.194522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -11945219.000000 Penalty: 5798.381348
	Iteration 97Q: 3 clusters Score -1.194522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117869 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -11945218.000000 Penalty: 5798.381348
	Iteration 98Q: 3 clusters Score -1.194522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117871 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11945222.000000 Penalty: 5798.381348
	Iteration 99Q: 3 clusters Score -1.194522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117874 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -11945222.000000 Penalty: 5798.381348
	Iteration 100F: 3 clusters Score -1.194522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -11945224.000000 Penalty: 5798.381348
	Iteration 101Q: 3 clusters Score -1.194522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -11945228.000000 Penalty: 5798.381348
	Iteration 102Q: 3 clusters Score -1.194523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -11945231.000000 Penalty: 5798.381348
	Iteration 103Q: 3 clusters Score -1.194523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -11945228.000000 Penalty: 5798.381348
	Iteration 104Q: 3 clusters Score -1.194523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -11945223.000000 Penalty: 5798.381348
	Iteration 105Q: 3 clusters Score -1.194522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -11945225.000000 Penalty: 5798.381348
	Iteration 106Q: 3 clusters Score -1.194522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -11945225.000000 Penalty: 5798.381348
	Iteration 107F: 3 clusters Score -1.194522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Entering Unmasked Estep 
Score: -4253165.500000 Penalty: 2646.908203
	Iteration 0F: 2 clusters Score -4253166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -4224033.000000 Penalty: 5293.816406
	Iteration 0F: 3 clusters Score -4224033 nChanged 19886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -4235873.000000 Penalty: 5293.816406
	Iteration 1F: 3 clusters Score -4235873 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -4238075.500000 Penalty: 5293.816406
	Iteration 2F: 3 clusters Score -4238076 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -4241013.500000 Penalty: 5293.816406
	Iteration 3F: 3 clusters Score -4241014 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -4244129.500000 Penalty: 5293.816406
	Iteration 4F: 3 clusters Score -4244130 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -4246861.500000 Penalty: 5293.816406
	Iteration 5F: 3 clusters Score -4246862 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -4248810.500000 Penalty: 5293.816406
	Iteration 6F: 3 clusters Score -4248810 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -4250300.000000 Penalty: 5293.816406
	Iteration 7F: 3 clusters Score -4250300 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -4251547.000000 Penalty: 5293.816406
	Iteration 8Q: 3 clusters Score -4251547 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -4252684.000000 Penalty: 5293.816406
	Iteration 9Q: 3 clusters Score -4252684 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -4253537.000000 Penalty: 5293.816406
	Iteration 10Q: 3 clusters Score -4253537 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -4254177.000000 Penalty: 5293.816406
	Iteration 11Q: 3 clusters Score -4254177 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -4254587.000000 Penalty: 5293.816406
	Iteration 12Q: 3 clusters Score -4254587 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -4254847.000000 Penalty: 5293.816406
	Iteration 13Q: 3 clusters Score -4254847 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -4254991.000000 Penalty: 5293.816406
	Iteration 14Q: 3 clusters Score -4254991 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -4255103.500000 Penalty: 5293.816406
	Iteration 15Q: 3 clusters Score -4255104 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -4255170.500000 Penalty: 5293.816406
	Iteration 16Q: 3 clusters Score -4255170 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -4255229.500000 Penalty: 5293.816406
	Iteration 17Q: 3 clusters Score -4255230 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -4255256.000000 Penalty: 5293.816406
	Iteration 18Q: 3 clusters Score -4255256 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -4255265.500000 Penalty: 5293.816406
	Iteration 19Q: 3 clusters Score -4255266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -4255282.000000 Penalty: 5293.816406
	Iteration 20F: 3 clusters Score -4255282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -4255283.500000 Penalty: 5293.816406
	Iteration 21Q: 3 clusters Score -4255284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -4255289.500000 Penalty: 5293.816406
	Iteration 22Q: 3 clusters Score -4255290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -4255290.000000 Penalty: 5293.816406
	Iteration 23Q: 3 clusters Score -4255290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -4255292.000000 Penalty: 5293.816406
	Iteration 24Q: 3 clusters Score -4255292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -4255294.500000 Penalty: 5293.816406
	Iteration 25Q: 3 clusters Score -4255294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -4255297.000000 Penalty: 5293.816406
	Iteration 26Q: 3 clusters Score -4255297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -4255296.000000 Penalty: 5293.816406
	Iteration 27Q: 3 clusters Score -4255296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -4255293.500000 Penalty: 5293.816406
	Iteration 28Q: 3 clusters Score -4255294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -4255295.500000 Penalty: 5293.816406
	Iteration 29Q: 3 clusters Score -4255296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -4255294.500000 Penalty: 5293.816406
	Iteration 30Q: 3 clusters Score -4255294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -4255292.000000 Penalty: 5293.816406
	Iteration 31Q: 3 clusters Score -4255292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -4255290.500000 Penalty: 5293.816406
	Iteration 32Q: 3 clusters Score -4255290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -4255293.000000 Penalty: 5293.816406
	Iteration 33Q: 3 clusters Score -4255293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -4255293.000000 Penalty: 5293.816406
	Iteration 34F: 3 clusters Score -4255293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 18035 members 
Mstep: Class 4 contains 33488 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 161831 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 26416 members 
Mstep: Class 10 contains 27829 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 40900 members 
Mstep: Class 13 contains 66941 members 
Mstep: Class 14 contains 17559 members 
Mstep: Class 15 contains 16782 members 
Mstep: Class 16 contains 289947 members 
Mstep: Class 17 contains 119406 members 
Mstep: Class 18 contains 2126 members 
Mstep: Class 19 contains 285619 members 
Mstep: Class 20 contains 33763 members 
Mstep: Class 21 contains 19349 members 
Mstep: Class 22 contains 71090 members 
Mstep: Class 23 contains 14087 members 
Mstep: Class 24 contains 232148 members 
Mstep: Class 25 contains 14009 members 
Mstep: Class 26 contains 18490 members 
Mstep: Class 27 contains 41049 members 
Entering Unmasked Estep 
Score: -157018432.000000 Penalty: 95732.460938
Splitting cluster 18 changes total score from -156996160.000000 to -157018432.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (285619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285619 members 
Entering Unmasked Estep 
Score: -28531208.000000 Penalty: 3115.478760
	Iteration 0F: 2 clusters Score -2.853121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143090 members 
Mstep: Class 2 contains 142529 members 
Entering Unmasked Estep 
Score: -28349744.000000 Penalty: 6230.957520
	Iteration 0F: 3 clusters Score -2.834974e+07 nChanged 138406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152682 members 
Mstep: Class 2 contains 132937 members 
Entering Unmasked Estep 
Score: -28432596.000000 Penalty: 6230.957520
	Iteration 1F: 3 clusters Score -2.84326e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158220 members 
Mstep: Class 2 contains 127399 members 
Entering Unmasked Estep 
Score: -28434708.000000 Penalty: 6230.957520
	Iteration 2Q: 3 clusters Score -2.843471e+07 nChanged 10977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166857 members 
Mstep: Class 2 contains 118762 members 
Entering Unmasked Estep 
Score: -28438268.000000 Penalty: 6230.957520
	Iteration 3Q: 3 clusters Score -2.843827e+07 nChanged 14765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179814 members 
Mstep: Class 2 contains 105805 members 
Entering Unmasked Estep 
Score: -28444764.000000 Penalty: 6230.957520
	Iteration 4F: 3 clusters Score -2.844476e+07 nChanged 19222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197550 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -28455292.000000 Penalty: 6230.957520
	Iteration 5F: 3 clusters Score -2.845529e+07 nChanged 22386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218586 members 
Mstep: Class 2 contains 67033 members 
Entering Unmasked Estep 
Score: -28469742.000000 Penalty: 6230.957520
	Iteration 6F: 3 clusters Score -2.846974e+07 nChanged 21938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239654 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -28486472.000000 Penalty: 6230.957520
	Iteration 7F: 3 clusters Score -2.848647e+07 nChanged 17630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256802 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -28501186.000000 Penalty: 6230.957520
	Iteration 8F: 3 clusters Score -2.850119e+07 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268525 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -28512098.000000 Penalty: 6230.957520
	Iteration 9Q: 3 clusters Score -2.85121e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275979 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -28519566.000000 Penalty: 6230.957520
	Iteration 10Q: 3 clusters Score -2.851957e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280264 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -28524068.000000 Penalty: 6230.957520
	Iteration 11Q: 3 clusters Score -2.852407e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282426 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -28526346.000000 Penalty: 6230.957520
	Iteration 12Q: 3 clusters Score -2.852635e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283430 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -28527666.000000 Penalty: 6230.957520
	Iteration 13Q: 3 clusters Score -2.852767e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283831 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -28528372.000000 Penalty: 6230.957520
	Iteration 14Q: 3 clusters Score -2.852837e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283975 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -28528688.000000 Penalty: 6230.957520
	Iteration 15Q: 3 clusters Score -2.852869e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284037 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -28528872.000000 Penalty: 6230.957520
	Iteration 16Q: 3 clusters Score -2.852887e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284073 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -28528986.000000 Penalty: 6230.957520
	Iteration 17Q: 3 clusters Score -2.852899e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284074 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -28529076.000000 Penalty: 6230.957520
	Iteration 18Q: 3 clusters Score -2.852908e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284067 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -28529180.000000 Penalty: 6230.957520
	Iteration 19Q: 3 clusters Score -2.852918e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284043 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -28529322.000000 Penalty: 6230.957520
	Iteration 20F: 3 clusters Score -2.852932e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283970 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -28529436.000000 Penalty: 6230.957520
	Iteration 21Q: 3 clusters Score -2.852944e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283887 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -28529546.000000 Penalty: 6230.957520
	Iteration 22Q: 3 clusters Score -2.852955e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283791 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -28529652.000000 Penalty: 6230.957520
	Iteration 23Q: 3 clusters Score -2.852965e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283679 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -28529804.000000 Penalty: 6230.957520
	Iteration 24Q: 3 clusters Score -2.85298e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283566 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -28529954.000000 Penalty: 6230.957520
	Iteration 25Q: 3 clusters Score -2.852995e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283461 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -28530090.000000 Penalty: 6230.957520
	Iteration 26Q: 3 clusters Score -2.853009e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283342 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -28530222.000000 Penalty: 6230.957520
	Iteration 27Q: 3 clusters Score -2.853022e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283238 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -28530226.000000 Penalty: 6230.957520
	Iteration 28Q: 3 clusters Score -2.853023e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283141 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -28530252.000000 Penalty: 6230.957520
	Iteration 29Q: 3 clusters Score -2.853025e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283039 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -28530266.000000 Penalty: 6230.957520
	Iteration 30Q: 3 clusters Score -2.853027e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282948 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -28530372.000000 Penalty: 6230.957520
	Iteration 31Q: 3 clusters Score -2.853037e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282849 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -28530426.000000 Penalty: 6230.957520
	Iteration 32Q: 3 clusters Score -2.853043e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282773 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -28530490.000000 Penalty: 6230.957520
	Iteration 33Q: 3 clusters Score -2.853049e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282719 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -28530530.000000 Penalty: 6230.957520
	Iteration 34Q: 3 clusters Score -2.853053e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282653 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -28530596.000000 Penalty: 6230.957520
	Iteration 35Q: 3 clusters Score -2.85306e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282588 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -28530652.000000 Penalty: 6230.957520
	Iteration 36Q: 3 clusters Score -2.853065e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282540 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -28530708.000000 Penalty: 6230.957520
	Iteration 37Q: 3 clusters Score -2.853071e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282493 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -28530792.000000 Penalty: 6230.957520
	Iteration 38Q: 3 clusters Score -2.853079e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282451 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -28530826.000000 Penalty: 6230.957520
	Iteration 39Q: 3 clusters Score -2.853083e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282413 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -28530898.000000 Penalty: 6230.957520
	Iteration 40F: 3 clusters Score -2.85309e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282369 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -28530944.000000 Penalty: 6230.957520
	Iteration 41Q: 3 clusters Score -2.853094e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282331 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -28530976.000000 Penalty: 6230.957520
	Iteration 42Q: 3 clusters Score -2.853098e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282303 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -28530994.000000 Penalty: 6230.957520
	Iteration 43Q: 3 clusters Score -2.853099e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282270 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -28531006.000000 Penalty: 6230.957520
	Iteration 44Q: 3 clusters Score -2.853101e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282245 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -28530994.000000 Penalty: 6230.957520
	Iteration 45Q: 3 clusters Score -2.853099e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282218 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -28530990.000000 Penalty: 6230.957520
	Iteration 46Q: 3 clusters Score -2.853099e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282188 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -28530988.000000 Penalty: 6230.957520
	Iteration 47Q: 3 clusters Score -2.853099e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282175 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -28531000.000000 Penalty: 6230.957520
	Iteration 48Q: 3 clusters Score -2.8531e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282162 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -28531020.000000 Penalty: 6230.957520
	Iteration 49Q: 3 clusters Score -2.853102e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282156 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -28531018.000000 Penalty: 6230.957520
	Iteration 50Q: 3 clusters Score -2.853102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282148 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -28531006.000000 Penalty: 6230.957520
	Iteration 51Q: 3 clusters Score -2.853101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282147 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -28531026.000000 Penalty: 6230.957520
	Iteration 52Q: 3 clusters Score -2.853103e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282143 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -28531018.000000 Penalty: 6230.957520
	Iteration 53Q: 3 clusters Score -2.853102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282137 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -28531010.000000 Penalty: 6230.957520
	Iteration 54Q: 3 clusters Score -2.853101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282134 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -28531034.000000 Penalty: 6230.957520
	Iteration 55Q: 3 clusters Score -2.853103e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282132 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -28531042.000000 Penalty: 6230.957520
	Iteration 56Q: 3 clusters Score -2.853104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282129 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -28531020.000000 Penalty: 6230.957520
	Iteration 57Q: 3 clusters Score -2.853102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282126 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -28531048.000000 Penalty: 6230.957520
	Iteration 58Q: 3 clusters Score -2.853105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282123 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -28531024.000000 Penalty: 6230.957520
	Iteration 59Q: 3 clusters Score -2.853102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282121 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -28531020.000000 Penalty: 6230.957520
	Iteration 60F: 3 clusters Score -2.853102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282117 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -28531006.000000 Penalty: 6230.957520
	Iteration 61Q: 3 clusters Score -2.853101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282112 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -28531006.000000 Penalty: 6230.957520
	Iteration 62Q: 3 clusters Score -2.853101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282109 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -28531024.000000 Penalty: 6230.957520
	Iteration 63Q: 3 clusters Score -2.853102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282109 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -28531034.000000 Penalty: 6230.957520
	Iteration 64Q: 3 clusters Score -2.853103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282105 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -28531056.000000 Penalty: 6230.957520
	Iteration 65Q: 3 clusters Score -2.853106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282098 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -28531054.000000 Penalty: 6230.957520
	Iteration 66Q: 3 clusters Score -2.853105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282094 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -28531036.000000 Penalty: 6230.957520
	Iteration 67Q: 3 clusters Score -2.853104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282092 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -28531042.000000 Penalty: 6230.957520
	Iteration 68Q: 3 clusters Score -2.853104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282090 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -28531036.000000 Penalty: 6230.957520
	Iteration 69Q: 3 clusters Score -2.853104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282090 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -28531036.000000 Penalty: 6230.957520
	Iteration 70F: 3 clusters Score -2.853104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Entering Unmasked Estep 
Score: -3096396.000000 Penalty: 2585.926025
	Iteration 0F: 2 clusters Score -3096396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -3073503.500000 Penalty: 5171.852051
	Iteration 0F: 3 clusters Score -3073504 nChanged 15252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3082423.250000 Penalty: 5171.852051
	Iteration 1F: 3 clusters Score -3082423 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -3083432.250000 Penalty: 5171.852051
	Iteration 2F: 3 clusters Score -3083432 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -3084460.750000 Penalty: 5171.852051
	Iteration 3F: 3 clusters Score -3084461 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -3085444.750000 Penalty: 5171.852051
	Iteration 4F: 3 clusters Score -3085445 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3086402.500000 Penalty: 5171.852051
	Iteration 5F: 3 clusters Score -3086402 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3087307.500000 Penalty: 5171.852051
	Iteration 6F: 3 clusters Score -3087308 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -3088160.750000 Penalty: 5171.852051
	Iteration 7Q: 3 clusters Score -3088161 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3089009.000000 Penalty: 5171.852051
	Iteration 8Q: 3 clusters Score -3089009 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3089831.750000 Penalty: 5171.852051
	Iteration 9Q: 3 clusters Score -3089832 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3090635.500000 Penalty: 5171.852051
	Iteration 10Q: 3 clusters Score -3090636 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3091437.750000 Penalty: 5171.852051
	Iteration 11Q: 3 clusters Score -3091438 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3092226.750000 Penalty: 5171.852051
	Iteration 12Q: 3 clusters Score -3092227 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3093042.750000 Penalty: 5171.852051
	Iteration 13Q: 3 clusters Score -3093043 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -3093776.500000 Penalty: 5171.852051
	Iteration 14Q: 3 clusters Score -3093776 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -3094347.750000 Penalty: 5171.852051
	Iteration 15Q: 3 clusters Score -3094348 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -3094779.750000 Penalty: 5171.852051
	Iteration 16Q: 3 clusters Score -3094780 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -3095064.250000 Penalty: 5171.852051
	Iteration 17Q: 3 clusters Score -3095064 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -3095253.250000 Penalty: 5171.852051
	Iteration 18Q: 3 clusters Score -3095253 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -3095399.500000 Penalty: 5171.852051
	Iteration 19Q: 3 clusters Score -3095400 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -3095536.000000 Penalty: 5171.852051
	Iteration 20F: 3 clusters Score -3095536 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -3095635.000000 Penalty: 5171.852051
	Iteration 21Q: 3 clusters Score -3095635 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -3095702.750000 Penalty: 5171.852051
	Iteration 22Q: 3 clusters Score -3095703 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -3095746.750000 Penalty: 5171.852051
	Iteration 23Q: 3 clusters Score -3095747 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -3095773.750000 Penalty: 5171.852051
	Iteration 24Q: 3 clusters Score -3095774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -3095802.250000 Penalty: 5171.852051
	Iteration 25Q: 3 clusters Score -3095802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -3095808.750000 Penalty: 5171.852051
	Iteration 26Q: 3 clusters Score -3095809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -3095820.750000 Penalty: 5171.852051
	Iteration 27Q: 3 clusters Score -3095821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -3095828.500000 Penalty: 5171.852051
	Iteration 28Q: 3 clusters Score -3095828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -3095832.750000 Penalty: 5171.852051
	Iteration 29Q: 3 clusters Score -3095833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -3095834.000000 Penalty: 5171.852051
	Iteration 30Q: 3 clusters Score -3095834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -3095840.250000 Penalty: 5171.852051
	Iteration 31Q: 3 clusters Score -3095840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -3095841.500000 Penalty: 5171.852051
	Iteration 32Q: 3 clusters Score -3095842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -3095849.500000 Penalty: 5171.852051
	Iteration 33Q: 3 clusters Score -3095850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -3095847.750000 Penalty: 5171.852051
	Iteration 34Q: 3 clusters Score -3095848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -3095849.500000 Penalty: 5171.852051
	Iteration 35Q: 3 clusters Score -3095850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -3095852.750000 Penalty: 5171.852051
	Iteration 36Q: 3 clusters Score -3095853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -3095850.750000 Penalty: 5171.852051
	Iteration 37Q: 3 clusters Score -3095851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -3095849.250000 Penalty: 5171.852051
	Iteration 38Q: 3 clusters Score -3095849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -3095854.250000 Penalty: 5171.852051
	Iteration 39Q: 3 clusters Score -3095854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -3095854.250000 Penalty: 5171.852051
	Iteration 40F: 3 clusters Score -3095854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Entering Unmasked Estep 
Score: -1662847.750000 Penalty: 2447.858154
	Iteration 0F: 2 clusters Score -1662848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1649344.500000 Penalty: 4895.716309
	Iteration 0F: 3 clusters Score -1649344 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1655634.250000 Penalty: 4895.716309
	Iteration 1F: 3 clusters Score -1655634 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1659080.125000 Penalty: 4895.716309
	Iteration 2F: 3 clusters Score -1659080 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1664257.500000 Penalty: 4895.716309
	Iteration 3F: 3 clusters Score -1664258 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1670261.250000 Penalty: 4895.716309
	Iteration 4F: 3 clusters Score -1670261 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1674256.625000 Penalty: 4895.716309
	Iteration 5F: 3 clusters Score -1674257 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1676822.375000 Penalty: 4895.716309
	Iteration 6F: 3 clusters Score -1676822 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1678632.125000 Penalty: 4895.716309
	Iteration 7Q: 3 clusters Score -1678632 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1679952.250000 Penalty: 4895.716309
	Iteration 8Q: 3 clusters Score -1679952 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1680963.125000 Penalty: 4895.716309
	Iteration 9Q: 3 clusters Score -1680963 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1681567.500000 Penalty: 4895.716309
	Iteration 10Q: 3 clusters Score -1681568 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1681857.250000 Penalty: 4895.716309
	Iteration 11Q: 3 clusters Score -1681857 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1682000.750000 Penalty: 4895.716309
	Iteration 12Q: 3 clusters Score -1682001 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1682060.500000 Penalty: 4895.716309
	Iteration 13Q: 3 clusters Score -1682060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1682091.375000 Penalty: 4895.716309
	Iteration 14Q: 3 clusters Score -1682091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1682101.625000 Penalty: 4895.716309
	Iteration 15Q: 3 clusters Score -1682102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1682106.625000 Penalty: 4895.716309
	Iteration 16Q: 3 clusters Score -1682107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1682112.750000 Penalty: 4895.716309
	Iteration 17Q: 3 clusters Score -1682113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1682113.750000 Penalty: 4895.716309
	Iteration 18Q: 3 clusters Score -1682114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1682114.000000 Penalty: 4895.716309
	Iteration 19Q: 3 clusters Score -1682114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1682118.250000 Penalty: 4895.716309
	Iteration 20F: 3 clusters Score -1682118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1682121.125000 Penalty: 4895.716309
	Iteration 21Q: 3 clusters Score -1682121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1682120.125000 Penalty: 4895.716309
	Iteration 22Q: 3 clusters Score -1682120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1682120.125000 Penalty: 4895.716309
	Iteration 23F: 3 clusters Score -1682120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 18035 members 
Mstep: Class 4 contains 33488 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 161831 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 26416 members 
Mstep: Class 10 contains 27829 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 40900 members 
Mstep: Class 13 contains 66941 members 
Mstep: Class 14 contains 17559 members 
Mstep: Class 15 contains 16782 members 
Mstep: Class 16 contains 289947 members 
Mstep: Class 17 contains 119406 members 
Mstep: Class 18 contains 2126 members 
Mstep: Class 19 contains 285619 members 
Mstep: Class 20 contains 33763 members 
Mstep: Class 21 contains 14158 members 
Mstep: Class 22 contains 71090 members 
Mstep: Class 23 contains 14087 members 
Mstep: Class 24 contains 232148 members 
Mstep: Class 25 contains 14009 members 
Mstep: Class 26 contains 18490 members 
Mstep: Class 27 contains 41049 members 
Mstep: Class 28 contains 5191 members 
Entering Unmasked Estep 
Score: -157036592.000000 Penalty: 99278.109375
Splitting cluster 21 changes total score from -156996160.000000 to -157036592.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (71090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Entering Unmasked Estep 
Score: -7241087.500000 Penalty: 2770.582275
	Iteration 0F: 2 clusters Score -7241088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -7193840.000000 Penalty: 5541.164551
	Iteration 0F: 3 clusters Score -7193840 nChanged 33064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -7212497.500000 Penalty: 5541.164551
	Iteration 1F: 3 clusters Score -7212498 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -7213426.500000 Penalty: 5541.164551
	Iteration 2Q: 3 clusters Score -7213426 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -7214569.500000 Penalty: 5541.164551
	Iteration 3Q: 3 clusters Score -7214570 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -7216079.000000 Penalty: 5541.164551
	Iteration 4Q: 3 clusters Score -7216079 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -7218004.000000 Penalty: 5541.164551
	Iteration 5Q: 3 clusters Score -7218004 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -7220430.000000 Penalty: 5541.164551
	Iteration 6F: 3 clusters Score -7220430 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -7223328.500000 Penalty: 5541.164551
	Iteration 7F: 3 clusters Score -7223328 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -7226330.500000 Penalty: 5541.164551
	Iteration 8F: 3 clusters Score -7226330 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -7229048.500000 Penalty: 5541.164551
	Iteration 9F: 3 clusters Score -7229048 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -7231344.000000 Penalty: 5541.164551
	Iteration 10Q: 3 clusters Score -7231344 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -7233080.500000 Penalty: 5541.164551
	Iteration 11Q: 3 clusters Score -7233080 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -7234344.000000 Penalty: 5541.164551
	Iteration 12Q: 3 clusters Score -7234344 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -7235260.000000 Penalty: 5541.164551
	Iteration 13Q: 3 clusters Score -7235260 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -7236065.500000 Penalty: 5541.164551
	Iteration 14Q: 3 clusters Score -7236066 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -7236673.000000 Penalty: 5541.164551
	Iteration 15Q: 3 clusters Score -7236673 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -7237187.000000 Penalty: 5541.164551
	Iteration 16Q: 3 clusters Score -7237187 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -7237599.000000 Penalty: 5541.164551
	Iteration 17Q: 3 clusters Score -7237599 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7237860.000000 Penalty: 5541.164551
	Iteration 18Q: 3 clusters Score -7237860 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7238023.000000 Penalty: 5541.164551
	Iteration 19Q: 3 clusters Score -7238023 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69064 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7238185.500000 Penalty: 5541.164551
	Iteration 20F: 3 clusters Score -7238186 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7238310.000000 Penalty: 5541.164551
	Iteration 21Q: 3 clusters Score -7238310 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7238387.500000 Penalty: 5541.164551
	Iteration 22Q: 3 clusters Score -7238388 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69599 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7238465.000000 Penalty: 5541.164551
	Iteration 23Q: 3 clusters Score -7238465 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69703 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7238546.500000 Penalty: 5541.164551
	Iteration 24Q: 3 clusters Score -7238546 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -7238558.500000 Penalty: 5541.164551
	Iteration 25Q: 3 clusters Score -7238558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7238588.000000 Penalty: 5541.164551
	Iteration 26Q: 3 clusters Score -7238588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7238619.000000 Penalty: 5541.164551
	Iteration 27Q: 3 clusters Score -7238619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7238629.500000 Penalty: 5541.164551
	Iteration 28Q: 3 clusters Score -7238630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7238653.000000 Penalty: 5541.164551
	Iteration 29Q: 3 clusters Score -7238653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7238690.500000 Penalty: 5541.164551
	Iteration 30Q: 3 clusters Score -7238690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7238702.500000 Penalty: 5541.164551
	Iteration 31Q: 3 clusters Score -7238702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7238708.000000 Penalty: 5541.164551
	Iteration 32Q: 3 clusters Score -7238708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7238723.500000 Penalty: 5541.164551
	Iteration 33Q: 3 clusters Score -7238724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70040 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7238734.500000 Penalty: 5541.164551
	Iteration 34Q: 3 clusters Score -7238734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7238755.000000 Penalty: 5541.164551
	Iteration 35Q: 3 clusters Score -7238755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7238751.000000 Penalty: 5541.164551
	Iteration 36Q: 3 clusters Score -7238751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70071 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7238769.500000 Penalty: 5541.164551
	Iteration 37Q: 3 clusters Score -7238770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7238770.500000 Penalty: 5541.164551
	Iteration 38Q: 3 clusters Score -7238770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7238767.000000 Penalty: 5541.164551
	Iteration 39Q: 3 clusters Score -7238767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7238769.000000 Penalty: 5541.164551
	Iteration 40F: 3 clusters Score -7238769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7238773.000000 Penalty: 5541.164551
	Iteration 41Q: 3 clusters Score -7238773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7238780.500000 Penalty: 5541.164551
	Iteration 42Q: 3 clusters Score -7238780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7238781.000000 Penalty: 5541.164551
	Iteration 43Q: 3 clusters Score -7238781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7238782.500000 Penalty: 5541.164551
	Iteration 44Q: 3 clusters Score -7238782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7238780.000000 Penalty: 5541.164551
	Iteration 45Q: 3 clusters Score -7238780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7238789.500000 Penalty: 5541.164551
	Iteration 46Q: 3 clusters Score -7238790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7238797.500000 Penalty: 5541.164551
	Iteration 47Q: 3 clusters Score -7238798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7238798.000000 Penalty: 5541.164551
	Iteration 48Q: 3 clusters Score -7238798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70138 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7238800.500000 Penalty: 5541.164551
	Iteration 49Q: 3 clusters Score -7238800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7238799.500000 Penalty: 5541.164551
	Iteration 50Q: 3 clusters Score -7238800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7238803.500000 Penalty: 5541.164551
	Iteration 51Q: 3 clusters Score -7238804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7238802.000000 Penalty: 5541.164551
	Iteration 52Q: 3 clusters Score -7238802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7238802.000000 Penalty: 5541.164551
	Iteration 53Q: 3 clusters Score -7238802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7238805.000000 Penalty: 5541.164551
	Iteration 54Q: 3 clusters Score -7238805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70143 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7238796.500000 Penalty: 5541.164551
	Iteration 55Q: 3 clusters Score -7238796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7238807.000000 Penalty: 5541.164551
	Iteration 56Q: 3 clusters Score -7238807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70145 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7238804.500000 Penalty: 5541.164551
	Iteration 57Q: 3 clusters Score -7238804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70145 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7238804.500000 Penalty: 5541.164551
	Iteration 58F: 3 clusters Score -7238804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (232148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232148 members 
Entering Unmasked Estep 
Score: -23383470.000000 Penalty: 3064.072266
	Iteration 0F: 2 clusters Score -2.338347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116273 members 
Mstep: Class 2 contains 115875 members 
Entering Unmasked Estep 
Score: -23229446.000000 Penalty: 6128.144531
	Iteration 0F: 3 clusters Score -2.322945e+07 nChanged 111900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119209 members 
Mstep: Class 2 contains 112939 members 
Entering Unmasked Estep 
Score: -23294270.000000 Penalty: 6128.144531
	Iteration 1F: 3 clusters Score -2.329427e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121621 members 
Mstep: Class 2 contains 110527 members 
Entering Unmasked Estep 
Score: -23295556.000000 Penalty: 6128.144531
	Iteration 2Q: 3 clusters Score -2.329556e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125487 members 
Mstep: Class 2 contains 106661 members 
Entering Unmasked Estep 
Score: -23297430.000000 Penalty: 6128.144531
	Iteration 3Q: 3 clusters Score -2.329743e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131567 members 
Mstep: Class 2 contains 100581 members 
Entering Unmasked Estep 
Score: -23300228.000000 Penalty: 6128.144531
	Iteration 4Q: 3 clusters Score -2.330023e+07 nChanged 11139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140872 members 
Mstep: Class 2 contains 91276 members 
Entering Unmasked Estep 
Score: -23305412.000000 Penalty: 6128.144531
	Iteration 5Q: 3 clusters Score -2.330541e+07 nChanged 14830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154276 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -23314836.000000 Penalty: 6128.144531
	Iteration 6F: 3 clusters Score -2.331484e+07 nChanged 18273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171417 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -23329518.000000 Penalty: 6128.144531
	Iteration 7F: 3 clusters Score -2.332952e+07 nChanged 18717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189084 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -23346434.000000 Penalty: 6128.144531
	Iteration 8F: 3 clusters Score -2.334643e+07 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203088 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -23360420.000000 Penalty: 6128.144531
	Iteration 9F: 3 clusters Score -2.336042e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211936 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -23368558.000000 Penalty: 6128.144531
	Iteration 10Q: 3 clusters Score -2.336856e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217158 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -23372858.000000 Penalty: 6128.144531
	Iteration 11Q: 3 clusters Score -2.337286e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220472 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -23375230.000000 Penalty: 6128.144531
	Iteration 12Q: 3 clusters Score -2.337523e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222779 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -23376796.000000 Penalty: 6128.144531
	Iteration 13Q: 3 clusters Score -2.33768e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224480 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -23377764.000000 Penalty: 6128.144531
	Iteration 14Q: 3 clusters Score -2.337776e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225794 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -23378558.000000 Penalty: 6128.144531
	Iteration 15Q: 3 clusters Score -2.337856e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226848 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -23379102.000000 Penalty: 6128.144531
	Iteration 16Q: 3 clusters Score -2.33791e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227662 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -23379520.000000 Penalty: 6128.144531
	Iteration 17Q: 3 clusters Score -2.337952e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228289 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -23379912.000000 Penalty: 6128.144531
	Iteration 18Q: 3 clusters Score -2.337991e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228770 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -23380134.000000 Penalty: 6128.144531
	Iteration 19Q: 3 clusters Score -2.338013e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229160 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -23380340.000000 Penalty: 6128.144531
	Iteration 20F: 3 clusters Score -2.338034e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229472 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -23380498.000000 Penalty: 6128.144531
	Iteration 21Q: 3 clusters Score -2.33805e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229723 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -23380668.000000 Penalty: 6128.144531
	Iteration 22Q: 3 clusters Score -2.338067e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229918 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -23380752.000000 Penalty: 6128.144531
	Iteration 23Q: 3 clusters Score -2.338075e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230083 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -23380830.000000 Penalty: 6128.144531
	Iteration 24Q: 3 clusters Score -2.338083e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230207 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -23380836.000000 Penalty: 6128.144531
	Iteration 25Q: 3 clusters Score -2.338084e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230316 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -23380850.000000 Penalty: 6128.144531
	Iteration 26Q: 3 clusters Score -2.338085e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230387 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -23380856.000000 Penalty: 6128.144531
	Iteration 27Q: 3 clusters Score -2.338086e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230446 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -23380910.000000 Penalty: 6128.144531
	Iteration 28Q: 3 clusters Score -2.338091e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230494 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -23380932.000000 Penalty: 6128.144531
	Iteration 29Q: 3 clusters Score -2.338093e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230539 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -23380946.000000 Penalty: 6128.144531
	Iteration 30Q: 3 clusters Score -2.338095e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230587 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -23380938.000000 Penalty: 6128.144531
	Iteration 31Q: 3 clusters Score -2.338094e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230624 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -23380974.000000 Penalty: 6128.144531
	Iteration 32Q: 3 clusters Score -2.338097e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230649 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -23381014.000000 Penalty: 6128.144531
	Iteration 33Q: 3 clusters Score -2.338101e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230670 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -23381022.000000 Penalty: 6128.144531
	Iteration 34Q: 3 clusters Score -2.338102e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230694 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -23381052.000000 Penalty: 6128.144531
	Iteration 35Q: 3 clusters Score -2.338105e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230706 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -23381044.000000 Penalty: 6128.144531
	Iteration 36Q: 3 clusters Score -2.338104e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230719 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -23381058.000000 Penalty: 6128.144531
	Iteration 37Q: 3 clusters Score -2.338106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230730 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -23381060.000000 Penalty: 6128.144531
	Iteration 38Q: 3 clusters Score -2.338106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230739 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -23381060.000000 Penalty: 6128.144531
	Iteration 39Q: 3 clusters Score -2.338106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230747 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -23381072.000000 Penalty: 6128.144531
	Iteration 40F: 3 clusters Score -2.338107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230756 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -23381074.000000 Penalty: 6128.144531
	Iteration 41Q: 3 clusters Score -2.338107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230763 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -23381074.000000 Penalty: 6128.144531
	Iteration 42Q: 3 clusters Score -2.338107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230773 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -23381066.000000 Penalty: 6128.144531
	Iteration 43Q: 3 clusters Score -2.338107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230779 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -23381058.000000 Penalty: 6128.144531
	Iteration 44Q: 3 clusters Score -2.338106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230783 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -23381072.000000 Penalty: 6128.144531
	Iteration 45Q: 3 clusters Score -2.338107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230789 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -23381076.000000 Penalty: 6128.144531
	Iteration 46Q: 3 clusters Score -2.338108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230794 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -23381066.000000 Penalty: 6128.144531
	Iteration 47Q: 3 clusters Score -2.338107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230798 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -23381076.000000 Penalty: 6128.144531
	Iteration 48Q: 3 clusters Score -2.338108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230800 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -23381070.000000 Penalty: 6128.144531
	Iteration 49Q: 3 clusters Score -2.338107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230801 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -23381082.000000 Penalty: 6128.144531
	Iteration 50Q: 3 clusters Score -2.338108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230803 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -23381066.000000 Penalty: 6128.144531
	Iteration 51Q: 3 clusters Score -2.338107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230806 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -23381066.000000 Penalty: 6128.144531
	Iteration 52Q: 3 clusters Score -2.338107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230809 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23381064.000000 Penalty: 6128.144531
	Iteration 53Q: 3 clusters Score -2.338106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230809 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23381064.000000 Penalty: 6128.144531
	Iteration 54F: 3 clusters Score -2.338106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 18035 members 
Mstep: Class 4 contains 33488 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 161831 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 10 contains 27829 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 40900 members 
Mstep: Class 13 contains 66941 members 
Mstep: Class 15 contains 16782 members 
Mstep: Class 16 contains 289947 members 
Mstep: Class 17 contains 119406 members 
Mstep: Class 18 contains 2126 members 
Mstep: Class 19 contains 285619 members 
Mstep: Class 20 contains 33763 members 
Mstep: Class 21 contains 14158 members 
Mstep: Class 22 contains 71090 members 
Mstep: Class 24 contains 232148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157046368.000000 Penalty: 99278.109375
Iteration 39Q: 29 clusters Score -1.570464e+08 nChanged 34474
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 17923 members 
Mstep: Class 4 contains 33218 members 
Mstep: Class 5 contains 10187 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 161922 members 
Mstep: Class 8 contains 16089 members 
Mstep: Class 9 contains 26587 members 
Mstep: Class 10 contains 28029 members 
Mstep: Class 11 contains 26323 members 
Mstep: Class 12 contains 41134 members 
Mstep: Class 13 contains 66428 members 
Mstep: Class 14 contains 16829 members 
Mstep: Class 15 contains 16903 members 
Mstep: Class 16 contains 291131 members 
Mstep: Class 17 contains 115966 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 282709 members 
Mstep: Class 20 contains 33720 members 
Mstep: Class 21 contains 14734 members 
Mstep: Class 22 contains 73299 members 
Mstep: Class 23 contains 13593 members 
Mstep: Class 24 contains 237020 members 
Mstep: Class 25 contains 13561 members 
Mstep: Class 26 contains 18324 members 
Mstep: Class 27 contains 39986 members 
Mstep: Class 28 contains 5234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157054976.000000 Penalty: 99278.109375
Iteration 40F: 29 clusters Score -1.57055e+08 nChanged 27091
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 17738 members 
Mstep: Class 4 contains 32697 members 
Mstep: Class 5 contains 10120 members 
Mstep: Class 6 contains 9654 members 
Mstep: Class 7 contains 162024 members 
Mstep: Class 8 contains 15707 members 
Mstep: Class 9 contains 26580 members 
Mstep: Class 10 contains 28234 members 
Mstep: Class 11 contains 26688 members 
Mstep: Class 12 contains 40833 members 
Mstep: Class 13 contains 65852 members 
Mstep: Class 14 contains 17000 members 
Mstep: Class 15 contains 16869 members 
Mstep: Class 16 contains 292216 members 
Mstep: Class 17 contains 112117 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 278654 members 
Mstep: Class 20 contains 34158 members 
Mstep: Class 21 contains 14311 members 
Mstep: Class 22 contains 75783 members 
Mstep: Class 23 contains 14117 members 
Mstep: Class 24 contains 241885 members 
Mstep: Class 25 contains 13754 members 
Mstep: Class 26 contains 19047 members 
Mstep: Class 27 contains 38891 members 
Mstep: Class 28 contains 5271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157060640.000000 Penalty: 99278.109375
Iteration 41Q: 29 clusters Score -1.570606e+08 nChanged 22831
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2360 members 
Mstep: Class 3 contains 17574 members 
Mstep: Class 4 contains 32308 members 
Mstep: Class 5 contains 10075 members 
Mstep: Class 6 contains 9684 members 
Mstep: Class 7 contains 162157 members 
Mstep: Class 8 contains 15315 members 
Mstep: Class 9 contains 26508 members 
Mstep: Class 10 contains 28471 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 40561 members 
Mstep: Class 13 contains 65408 members 
Mstep: Class 14 contains 17087 members 
Mstep: Class 15 contains 16838 members 
Mstep: Class 16 contains 293131 members 
Mstep: Class 17 contains 108091 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 274963 members 
Mstep: Class 20 contains 34819 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 78291 members 
Mstep: Class 23 contains 14440 members 
Mstep: Class 24 contains 246610 members 
Mstep: Class 25 contains 13834 members 
Mstep: Class 26 contains 19667 members 
Mstep: Class 27 contains 37848 members 
Mstep: Class 28 contains 5297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157065280.000000 Penalty: 99278.109375
Iteration 42Q: 29 clusters Score -1.570653e+08 nChanged 20930
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 17427 members 
Mstep: Class 4 contains 31910 members 
Mstep: Class 5 contains 10044 members 
Mstep: Class 6 contains 9769 members 
Mstep: Class 7 contains 162231 members 
Mstep: Class 8 contains 14953 members 
Mstep: Class 9 contains 26442 members 
Mstep: Class 10 contains 28726 members 
Mstep: Class 11 contains 27321 members 
Mstep: Class 12 contains 40351 members 
Mstep: Class 13 contains 65004 members 
Mstep: Class 14 contains 17134 members 
Mstep: Class 15 contains 16808 members 
Mstep: Class 16 contains 293926 members 
Mstep: Class 17 contains 103757 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 271682 members 
Mstep: Class 20 contains 35466 members 
Mstep: Class 21 contains 13759 members 
Mstep: Class 22 contains 80944 members 
Mstep: Class 23 contains 14733 members 
Mstep: Class 24 contains 251049 members 
Mstep: Class 25 contains 13884 members 
Mstep: Class 26 contains 20239 members 
Mstep: Class 27 contains 36939 members 
Mstep: Class 28 contains 5314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157070352.000000 Penalty: 99278.109375
Iteration 43Q: 29 clusters Score -1.570704e+08 nChanged 19424
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2452 members 
Mstep: Class 3 contains 17299 members 
Mstep: Class 4 contains 31560 members 
Mstep: Class 5 contains 10018 members 
Mstep: Class 6 contains 9886 members 
Mstep: Class 7 contains 162145 members 
Mstep: Class 8 contains 14675 members 
Mstep: Class 9 contains 26357 members 
Mstep: Class 10 contains 29033 members 
Mstep: Class 11 contains 27617 members 
Mstep: Class 12 contains 40130 members 
Mstep: Class 13 contains 64614 members 
Mstep: Class 14 contains 17122 members 
Mstep: Class 15 contains 16754 members 
Mstep: Class 16 contains 294672 members 
Mstep: Class 17 contains 99406 members 
Mstep: Class 18 contains 2471 members 
Mstep: Class 19 contains 268732 members 
Mstep: Class 20 contains 36053 members 
Mstep: Class 21 contains 13537 members 
Mstep: Class 22 contains 83839 members 
Mstep: Class 23 contains 14943 members 
Mstep: Class 24 contains 255082 members 
Mstep: Class 25 contains 13944 members 
Mstep: Class 26 contains 20750 members 
Mstep: Class 27 contains 36173 members 
Mstep: Class 28 contains 5327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157074784.000000 Penalty: 99278.109375
Iteration 44Q: 29 clusters Score -1.570748e+08 nChanged 18381
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2477 members 
Mstep: Class 3 contains 17205 members 
Mstep: Class 4 contains 31219 members 
Mstep: Class 5 contains 9993 members 
Mstep: Class 6 contains 9971 members 
Mstep: Class 7 contains 162047 members 
Mstep: Class 8 contains 14447 members 
Mstep: Class 9 contains 26275 members 
Mstep: Class 10 contains 29370 members 
Mstep: Class 11 contains 27913 members 
Mstep: Class 12 contains 39961 members 
Mstep: Class 13 contains 64320 members 
Mstep: Class 14 contains 17100 members 
Mstep: Class 15 contains 16724 members 
Mstep: Class 16 contains 295162 members 
Mstep: Class 17 contains 94899 members 
Mstep: Class 18 contains 2480 members 
Mstep: Class 19 contains 266151 members 
Mstep: Class 20 contains 36537 members 
Mstep: Class 21 contains 13365 members 
Mstep: Class 22 contains 86737 members 
Mstep: Class 23 contains 15122 members 
Mstep: Class 24 contains 258969 members 
Mstep: Class 25 contains 14000 members 
Mstep: Class 26 contains 21203 members 
Mstep: Class 27 contains 35533 members 
Mstep: Class 28 contains 5343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157077840.000000 Penalty: 99278.109375
Iteration 45Q: 29 clusters Score -1.570778e+08 nChanged 17354
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 17098 members 
Mstep: Class 4 contains 30931 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 10021 members 
Mstep: Class 7 contains 161839 members 
Mstep: Class 8 contains 14262 members 
Mstep: Class 9 contains 26189 members 
Mstep: Class 10 contains 29716 members 
Mstep: Class 11 contains 28248 members 
Mstep: Class 12 contains 39829 members 
Mstep: Class 13 contains 64047 members 
Mstep: Class 14 contains 17073 members 
Mstep: Class 15 contains 16697 members 
Mstep: Class 16 contains 295587 members 
Mstep: Class 17 contains 90401 members 
Mstep: Class 18 contains 2480 members 
Mstep: Class 19 contains 263884 members 
Mstep: Class 20 contains 36867 members 
Mstep: Class 21 contains 13223 members 
Mstep: Class 22 contains 89685 members 
Mstep: Class 23 contains 15274 members 
Mstep: Class 24 contains 262672 members 
Mstep: Class 25 contains 14058 members 
Mstep: Class 26 contains 21576 members 
Mstep: Class 27 contains 34985 members 
Mstep: Class 28 contains 5354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157082048.000000 Penalty: 99278.109375
Iteration 46Q: 29 clusters Score -1.57082e+08 nChanged 16610
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2481 members 
Mstep: Class 3 contains 16956 members 
Mstep: Class 4 contains 30663 members 
Mstep: Class 5 contains 9972 members 
Mstep: Class 6 contains 10055 members 
Mstep: Class 7 contains 161518 members 
Mstep: Class 8 contains 14116 members 
Mstep: Class 9 contains 26087 members 
Mstep: Class 10 contains 30111 members 
Mstep: Class 11 contains 28606 members 
Mstep: Class 12 contains 39745 members 
Mstep: Class 13 contains 63824 members 
Mstep: Class 14 contains 17048 members 
Mstep: Class 15 contains 16683 members 
Mstep: Class 16 contains 295856 members 
Mstep: Class 17 contains 85751 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 261921 members 
Mstep: Class 20 contains 37126 members 
Mstep: Class 21 contains 13108 members 
Mstep: Class 22 contains 92646 members 
Mstep: Class 23 contains 15389 members 
Mstep: Class 24 contains 266317 members 
Mstep: Class 25 contains 14126 members 
Mstep: Class 26 contains 21932 members 
Mstep: Class 27 contains 34528 members 
Mstep: Class 28 contains 5366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157086080.000000 Penalty: 99278.109375
Iteration 47Q: 29 clusters Score -1.570861e+08 nChanged 16068
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2470 members 
Mstep: Class 3 contains 16840 members 
Mstep: Class 4 contains 30430 members 
Mstep: Class 5 contains 9960 members 
Mstep: Class 6 contains 10077 members 
Mstep: Class 7 contains 161182 members 
Mstep: Class 8 contains 13975 members 
Mstep: Class 9 contains 25975 members 
Mstep: Class 10 contains 30547 members 
Mstep: Class 11 contains 28955 members 
Mstep: Class 12 contains 39654 members 
Mstep: Class 13 contains 63625 members 
Mstep: Class 14 contains 17006 members 
Mstep: Class 15 contains 16670 members 
Mstep: Class 16 contains 296056 members 
Mstep: Class 17 contains 81117 members 
Mstep: Class 18 contains 2458 members 
Mstep: Class 19 contains 260127 members 
Mstep: Class 20 contains 37361 members 
Mstep: Class 21 contains 13004 members 
Mstep: Class 22 contains 95626 members 
Mstep: Class 23 contains 15475 members 
Mstep: Class 24 contains 269824 members 
Mstep: Class 25 contains 14188 members 
Mstep: Class 26 contains 22244 members 
Mstep: Class 27 contains 34134 members 
Mstep: Class 28 contains 5373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157088928.000000 Penalty: 99278.109375
Iteration 48Q: 29 clusters Score -1.570889e+08 nChanged 15338
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 16731 members 
Mstep: Class 4 contains 30183 members 
Mstep: Class 5 contains 9947 members 
Mstep: Class 6 contains 10112 members 
Mstep: Class 7 contains 160753 members 
Mstep: Class 8 contains 13860 members 
Mstep: Class 9 contains 25883 members 
Mstep: Class 10 contains 30991 members 
Mstep: Class 11 contains 29343 members 
Mstep: Class 12 contains 39563 members 
Mstep: Class 13 contains 63420 members 
Mstep: Class 14 contains 16971 members 
Mstep: Class 15 contains 16661 members 
Mstep: Class 16 contains 296070 members 
Mstep: Class 17 contains 76617 members 
Mstep: Class 18 contains 2443 members 
Mstep: Class 19 contains 258580 members 
Mstep: Class 20 contains 37535 members 
Mstep: Class 21 contains 12903 members 
Mstep: Class 22 contains 98527 members 
Mstep: Class 23 contains 15550 members 
Mstep: Class 24 contains 273285 members 
Mstep: Class 25 contains 14257 members 
Mstep: Class 26 contains 22504 members 
Mstep: Class 27 contains 33769 members 
Mstep: Class 28 contains 5381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157092752.000000 Penalty: 99278.109375
Iteration 49Q: 29 clusters Score -1.570928e+08 nChanged 14894
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 16647 members 
Mstep: Class 4 contains 29933 members 
Mstep: Class 5 contains 9949 members 
Mstep: Class 6 contains 10152 members 
Mstep: Class 7 contains 160333 members 
Mstep: Class 8 contains 13758 members 
Mstep: Class 9 contains 25802 members 
Mstep: Class 10 contains 31436 members 
Mstep: Class 11 contains 29806 members 
Mstep: Class 12 contains 39410 members 
Mstep: Class 13 contains 63223 members 
Mstep: Class 14 contains 16932 members 
Mstep: Class 15 contains 16652 members 
Mstep: Class 16 contains 295907 members 
Mstep: Class 17 contains 72169 members 
Mstep: Class 18 contains 2426 members 
Mstep: Class 19 contains 257093 members 
Mstep: Class 20 contains 37661 members 
Mstep: Class 21 contains 12824 members 
Mstep: Class 22 contains 101450 members 
Mstep: Class 23 contains 15610 members 
Mstep: Class 24 contains 276717 members 
Mstep: Class 25 contains 14329 members 
Mstep: Class 26 contains 22745 members 
Mstep: Class 27 contains 33448 members 
Mstep: Class 28 contains 5393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157096432.000000 Penalty: 99278.109375
Iteration 50Q: 29 clusters Score -1.570964e+08 nChanged 14088
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2470 members 
Mstep: Class 3 contains 16561 members 
Mstep: Class 4 contains 29724 members 
Mstep: Class 5 contains 9951 members 
Mstep: Class 6 contains 10167 members 
Mstep: Class 7 contains 159818 members 
Mstep: Class 8 contains 13697 members 
Mstep: Class 9 contains 25732 members 
Mstep: Class 10 contains 31847 members 
Mstep: Class 11 contains 30225 members 
Mstep: Class 12 contains 39226 members 
Mstep: Class 13 contains 63019 members 
Mstep: Class 14 contains 16886 members 
Mstep: Class 15 contains 16638 members 
Mstep: Class 16 contains 295727 members 
Mstep: Class 17 contains 68079 members 
Mstep: Class 18 contains 2402 members 
Mstep: Class 19 contains 255797 members 
Mstep: Class 20 contains 37735 members 
Mstep: Class 21 contains 12740 members 
Mstep: Class 22 contains 104345 members 
Mstep: Class 23 contains 15668 members 
Mstep: Class 24 contains 279818 members 
Mstep: Class 25 contains 14395 members 
Mstep: Class 26 contains 22936 members 
Mstep: Class 27 contains 33225 members 
Mstep: Class 28 contains 5406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157099856.000000 Penalty: 99278.109375
Iteration 51Q: 29 clusters Score -1.570999e+08 nChanged 13340
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2471 members 
Mstep: Class 3 contains 16507 members 
Mstep: Class 4 contains 29507 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 159284 members 
Mstep: Class 8 contains 13638 members 
Mstep: Class 9 contains 25662 members 
Mstep: Class 10 contains 32240 members 
Mstep: Class 11 contains 30619 members 
Mstep: Class 12 contains 38954 members 
Mstep: Class 13 contains 62782 members 
Mstep: Class 14 contains 16844 members 
Mstep: Class 15 contains 16612 members 
Mstep: Class 16 contains 295492 members 
Mstep: Class 17 contains 64327 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 254677 members 
Mstep: Class 20 contains 37765 members 
Mstep: Class 21 contains 12675 members 
Mstep: Class 22 contains 107258 members 
Mstep: Class 23 contains 15704 members 
Mstep: Class 24 contains 282646 members 
Mstep: Class 25 contains 14471 members 
Mstep: Class 26 contains 23097 members 
Mstep: Class 27 contains 33027 members 
Mstep: Class 28 contains 5413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157102976.000000 Penalty: 99278.109375
Iteration 52Q: 29 clusters Score -1.57103e+08 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 16470 members 
Mstep: Class 4 contains 29279 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 10224 members 
Mstep: Class 7 contains 158788 members 
Mstep: Class 8 contains 13597 members 
Mstep: Class 9 contains 25591 members 
Mstep: Class 10 contains 32630 members 
Mstep: Class 11 contains 31031 members 
Mstep: Class 12 contains 38689 members 
Mstep: Class 13 contains 62539 members 
Mstep: Class 14 contains 16790 members 
Mstep: Class 15 contains 16610 members 
Mstep: Class 16 contains 295136 members 
Mstep: Class 17 contains 61075 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 253704 members 
Mstep: Class 20 contains 37804 members 
Mstep: Class 21 contains 12623 members 
Mstep: Class 22 contains 110103 members 
Mstep: Class 23 contains 15737 members 
Mstep: Class 24 contains 284944 members 
Mstep: Class 25 contains 14518 members 
Mstep: Class 26 contains 23239 members 
Mstep: Class 27 contains 32847 members 
Mstep: Class 28 contains 5418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157106064.000000 Penalty: 99278.109375
Iteration 53Q: 29 clusters Score -1.571061e+08 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2475 members 
Mstep: Class 3 contains 16442 members 
Mstep: Class 4 contains 29045 members 
Mstep: Class 5 contains 9951 members 
Mstep: Class 6 contains 10251 members 
Mstep: Class 7 contains 158345 members 
Mstep: Class 8 contains 13553 members 
Mstep: Class 9 contains 25544 members 
Mstep: Class 10 contains 33038 members 
Mstep: Class 11 contains 31389 members 
Mstep: Class 12 contains 38409 members 
Mstep: Class 13 contains 62279 members 
Mstep: Class 14 contains 16725 members 
Mstep: Class 15 contains 16614 members 
Mstep: Class 16 contains 294669 members 
Mstep: Class 17 contains 58513 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 252819 members 
Mstep: Class 20 contains 37830 members 
Mstep: Class 21 contains 12574 members 
Mstep: Class 22 contains 112906 members 
Mstep: Class 23 contains 15775 members 
Mstep: Class 24 contains 286628 members 
Mstep: Class 25 contains 14562 members 
Mstep: Class 26 contains 23361 members 
Mstep: Class 27 contains 32692 members 
Mstep: Class 28 contains 5427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157107872.000000 Penalty: 99278.109375
Iteration 54Q: 29 clusters Score -1.571079e+08 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2478 members 
Mstep: Class 3 contains 16433 members 
Mstep: Class 4 contains 28792 members 
Mstep: Class 5 contains 9947 members 
Mstep: Class 6 contains 10264 members 
Mstep: Class 7 contains 158007 members 
Mstep: Class 8 contains 13502 members 
Mstep: Class 9 contains 25510 members 
Mstep: Class 10 contains 33461 members 
Mstep: Class 11 contains 31726 members 
Mstep: Class 12 contains 38167 members 
Mstep: Class 13 contains 62011 members 
Mstep: Class 14 contains 16670 members 
Mstep: Class 15 contains 16614 members 
Mstep: Class 16 contains 294122 members 
Mstep: Class 17 contains 56379 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 252021 members 
Mstep: Class 20 contains 37844 members 
Mstep: Class 21 contains 12523 members 
Mstep: Class 22 contains 115678 members 
Mstep: Class 23 contains 15798 members 
Mstep: Class 24 contains 287834 members 
Mstep: Class 25 contains 14603 members 
Mstep: Class 26 contains 23453 members 
Mstep: Class 27 contains 32544 members 
Mstep: Class 28 contains 5438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157110448.000000 Penalty: 99278.109375
Iteration 55Q: 29 clusters Score -1.571104e+08 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2470 members 
Mstep: Class 3 contains 16421 members 
Mstep: Class 4 contains 28514 members 
Mstep: Class 5 contains 9941 members 
Mstep: Class 6 contains 10285 members 
Mstep: Class 7 contains 157677 members 
Mstep: Class 8 contains 13460 members 
Mstep: Class 9 contains 25466 members 
Mstep: Class 10 contains 33880 members 
Mstep: Class 11 contains 32116 members 
Mstep: Class 12 contains 37948 members 
Mstep: Class 13 contains 61767 members 
Mstep: Class 14 contains 16613 members 
Mstep: Class 15 contains 16600 members 
Mstep: Class 16 contains 293590 members 
Mstep: Class 17 contains 54669 members 
Mstep: Class 18 contains 2298 members 
Mstep: Class 19 contains 251287 members 
Mstep: Class 20 contains 37837 members 
Mstep: Class 21 contains 12485 members 
Mstep: Class 22 contains 118362 members 
Mstep: Class 23 contains 15825 members 
Mstep: Class 24 contains 288568 members 
Mstep: Class 25 contains 14640 members 
Mstep: Class 26 contains 23541 members 
Mstep: Class 27 contains 32412 members 
Mstep: Class 28 contains 5442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157111696.000000 Penalty: 99278.109375
Iteration 56Q: 29 clusters Score -1.571117e+08 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 16403 members 
Mstep: Class 4 contains 28249 members 
Mstep: Class 5 contains 9936 members 
Mstep: Class 6 contains 10302 members 
Mstep: Class 7 contains 157393 members 
Mstep: Class 8 contains 13425 members 
Mstep: Class 9 contains 25404 members 
Mstep: Class 10 contains 34260 members 
Mstep: Class 11 contains 32486 members 
Mstep: Class 12 contains 37753 members 
Mstep: Class 13 contains 61564 members 
Mstep: Class 14 contains 16564 members 
Mstep: Class 15 contains 16599 members 
Mstep: Class 16 contains 293097 members 
Mstep: Class 17 contains 53328 members 
Mstep: Class 18 contains 2285 members 
Mstep: Class 19 contains 250632 members 
Mstep: Class 20 contains 37839 members 
Mstep: Class 21 contains 12442 members 
Mstep: Class 22 contains 120905 members 
Mstep: Class 23 contains 15871 members 
Mstep: Class 24 contains 288877 members 
Mstep: Class 25 contains 14669 members 
Mstep: Class 26 contains 23606 members 
Mstep: Class 27 contains 32276 members 
Mstep: Class 28 contains 5454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157112096.000000 Penalty: 99278.109375
Iteration 57Q: 29 clusters Score -1.571121e+08 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2477 members 
Mstep: Class 3 contains 16390 members 
Mstep: Class 4 contains 27970 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 10320 members 
Mstep: Class 7 contains 157133 members 
Mstep: Class 8 contains 13391 members 
Mstep: Class 9 contains 25353 members 
Mstep: Class 10 contains 34649 members 
Mstep: Class 11 contains 32846 members 
Mstep: Class 12 contains 37601 members 
Mstep: Class 13 contains 61380 members 
Mstep: Class 14 contains 16534 members 
Mstep: Class 15 contains 16595 members 
Mstep: Class 16 contains 292624 members 
Mstep: Class 17 contains 52212 members 
Mstep: Class 18 contains 2282 members 
Mstep: Class 19 contains 250041 members 
Mstep: Class 20 contains 37857 members 
Mstep: Class 21 contains 12404 members 
Mstep: Class 22 contains 123385 members 
Mstep: Class 23 contains 15904 members 
Mstep: Class 24 contains 288790 members 
Mstep: Class 25 contains 14701 members 
Mstep: Class 26 contains 23692 members 
Mstep: Class 27 contains 32135 members 
Mstep: Class 28 contains 5461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157113264.000000 Penalty: 99278.109375
Iteration 58Q: 29 clusters Score -1.571133e+08 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2477 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 27692 members 
Mstep: Class 5 contains 9933 members 
Mstep: Class 6 contains 10350 members 
Mstep: Class 7 contains 156949 members 
Mstep: Class 8 contains 13363 members 
Mstep: Class 9 contains 25301 members 
Mstep: Class 10 contains 35003 members 
Mstep: Class 11 contains 33167 members 
Mstep: Class 12 contains 37468 members 
Mstep: Class 13 contains 61195 members 
Mstep: Class 14 contains 16532 members 
Mstep: Class 15 contains 16590 members 
Mstep: Class 16 contains 292082 members 
Mstep: Class 17 contains 51386 members 
Mstep: Class 18 contains 2272 members 
Mstep: Class 19 contains 249467 members 
Mstep: Class 20 contains 37861 members 
Mstep: Class 21 contains 12380 members 
Mstep: Class 22 contains 125818 members 
Mstep: Class 23 contains 15935 members 
Mstep: Class 24 contains 288432 members 
Mstep: Class 25 contains 14737 members 
Mstep: Class 26 contains 23773 members 
Mstep: Class 27 contains 32033 members 
Mstep: Class 28 contains 5466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157113200.000000 Penalty: 99278.109375
Iteration 59Q: 29 clusters Score -1.571132e+08 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 16376 members 
Mstep: Class 4 contains 27401 members 
Mstep: Class 5 contains 9936 members 
Mstep: Class 6 contains 10366 members 
Mstep: Class 7 contains 156762 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 25247 members 
Mstep: Class 10 contains 35325 members 
Mstep: Class 11 contains 33495 members 
Mstep: Class 12 contains 37369 members 
Mstep: Class 13 contains 61068 members 
Mstep: Class 14 contains 16527 members 
Mstep: Class 15 contains 16582 members 
Mstep: Class 16 contains 291592 members 
Mstep: Class 17 contains 50695 members 
Mstep: Class 18 contains 2259 members 
Mstep: Class 19 contains 248948 members 
Mstep: Class 20 contains 37861 members 
Mstep: Class 21 contains 12348 members 
Mstep: Class 22 contains 128236 members 
Mstep: Class 23 contains 15972 members 
Mstep: Class 24 contains 287833 members 
Mstep: Class 25 contains 14777 members 
Mstep: Class 26 contains 23831 members 
Mstep: Class 27 contains 31935 members 
Mstep: Class 28 contains 5472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157114064.000000 Penalty: 99278.109375
Iteration 60F: 29 clusters Score -1.571141e+08 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 3 contains 16373 members 
Mstep: Class 4 contains 27100 members 
Mstep: Class 5 contains 9940 members 
Mstep: Class 6 contains 10387 members 
Mstep: Class 7 contains 156650 members 
Mstep: Class 8 contains 13302 members 
Mstep: Class 9 contains 25198 members 
Mstep: Class 10 contains 35679 members 
Mstep: Class 11 contains 33841 members 
Mstep: Class 12 contains 37261 members 
Mstep: Class 13 contains 60984 members 
Mstep: Class 14 contains 16496 members 
Mstep: Class 15 contains 16578 members 
Mstep: Class 16 contains 291183 members 
Mstep: Class 17 contains 50149 members 
Mstep: Class 18 contains 2247 members 
Mstep: Class 19 contains 248429 members 
Mstep: Class 20 contains 37874 members 
Mstep: Class 21 contains 12285 members 
Mstep: Class 22 contains 130593 members 
Mstep: Class 23 contains 15998 members 
Mstep: Class 24 contains 286957 members 
Mstep: Class 25 contains 14813 members 
Mstep: Class 26 contains 23881 members 
Mstep: Class 27 contains 31825 members 
Mstep: Class 28 contains 5479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157114544.000000 Penalty: 99278.109375
Iteration 61Q: 29 clusters Score -1.571145e+08 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 16361 members 
Mstep: Class 4 contains 26742 members 
Mstep: Class 5 contains 9945 members 
Mstep: Class 6 contains 10401 members 
Mstep: Class 7 contains 156541 members 
Mstep: Class 8 contains 13282 members 
Mstep: Class 9 contains 25152 members 
Mstep: Class 10 contains 36034 members 
Mstep: Class 11 contains 34236 members 
Mstep: Class 12 contains 37183 members 
Mstep: Class 13 contains 60903 members 
Mstep: Class 14 contains 16464 members 
Mstep: Class 15 contains 16575 members 
Mstep: Class 16 contains 290747 members 
Mstep: Class 17 contains 49672 members 
Mstep: Class 18 contains 2238 members 
Mstep: Class 19 contains 247912 members 
Mstep: Class 20 contains 37907 members 
Mstep: Class 21 contains 12229 members 
Mstep: Class 22 contains 132889 members 
Mstep: Class 23 contains 16036 members 
Mstep: Class 24 contains 286019 members 
Mstep: Class 25 contains 14845 members 
Mstep: Class 26 contains 23942 members 
Mstep: Class 27 contains 31728 members 
Mstep: Class 28 contains 5481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157114800.000000 Penalty: 99278.109375
Iteration 62Q: 29 clusters Score -1.571148e+08 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 16358 members 
Mstep: Class 4 contains 26350 members 
Mstep: Class 5 contains 9953 members 
Mstep: Class 6 contains 10417 members 
Mstep: Class 7 contains 156478 members 
Mstep: Class 8 contains 13260 members 
Mstep: Class 9 contains 25120 members 
Mstep: Class 10 contains 36381 members 
Mstep: Class 11 contains 34663 members 
Mstep: Class 12 contains 37147 members 
Mstep: Class 13 contains 60824 members 
Mstep: Class 14 contains 16440 members 
Mstep: Class 15 contains 16578 members 
Mstep: Class 16 contains 290324 members 
Mstep: Class 17 contains 49304 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 247372 members 
Mstep: Class 20 contains 37932 members 
Mstep: Class 21 contains 12153 members 
Mstep: Class 22 contains 135079 members 
Mstep: Class 23 contains 16092 members 
Mstep: Class 24 contains 284971 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 23997 members 
Mstep: Class 27 contains 31668 members 
Mstep: Class 28 contains 5482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157114688.000000 Penalty: 99278.109375
Iteration 63Q: 29 clusters Score -1.571147e+08 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2549 members 
Mstep: Class 3 contains 16354 members 
Mstep: Class 4 contains 25932 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 10438 members 
Mstep: Class 7 contains 156406 members 
Mstep: Class 8 contains 13255 members 
Mstep: Class 9 contains 25072 members 
Mstep: Class 10 contains 36740 members 
Mstep: Class 11 contains 35103 members 
Mstep: Class 12 contains 37105 members 
Mstep: Class 13 contains 60753 members 
Mstep: Class 14 contains 16431 members 
Mstep: Class 15 contains 16570 members 
Mstep: Class 16 contains 289957 members 
Mstep: Class 17 contains 49016 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 246809 members 
Mstep: Class 20 contains 37976 members 
Mstep: Class 21 contains 12095 members 
Mstep: Class 22 contains 137279 members 
Mstep: Class 23 contains 16134 members 
Mstep: Class 24 contains 283818 members 
Mstep: Class 25 contains 14885 members 
Mstep: Class 26 contains 24031 members 
Mstep: Class 27 contains 31591 members 
Mstep: Class 28 contains 5480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157115296.000000 Penalty: 99278.109375
Iteration 64Q: 29 clusters Score -1.571153e+08 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 3 contains 16351 members 
Mstep: Class 4 contains 25511 members 
Mstep: Class 5 contains 9952 members 
Mstep: Class 6 contains 10462 members 
Mstep: Class 7 contains 156384 members 
Mstep: Class 8 contains 13250 members 
Mstep: Class 9 contains 25042 members 
Mstep: Class 10 contains 37105 members 
Mstep: Class 11 contains 35577 members 
Mstep: Class 12 contains 37044 members 
Mstep: Class 13 contains 60712 members 
Mstep: Class 14 contains 16423 members 
Mstep: Class 15 contains 16568 members 
Mstep: Class 16 contains 289619 members 
Mstep: Class 17 contains 48750 members 
Mstep: Class 18 contains 2223 members 
Mstep: Class 19 contains 246292 members 
Mstep: Class 20 contains 38014 members 
Mstep: Class 21 contains 12036 members 
Mstep: Class 22 contains 139373 members 
Mstep: Class 23 contains 16169 members 
Mstep: Class 24 contains 282584 members 
Mstep: Class 25 contains 14901 members 
Mstep: Class 26 contains 24058 members 
Mstep: Class 27 contains 31517 members 
Mstep: Class 28 contains 5480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157115952.000000 Penalty: 99278.109375
Iteration 65Q: 29 clusters Score -1.57116e+08 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 16360 members 
Mstep: Class 4 contains 25070 members 
Mstep: Class 5 contains 9944 members 
Mstep: Class 6 contains 10497 members 
Mstep: Class 7 contains 156364 members 
Mstep: Class 8 contains 13248 members 
Mstep: Class 9 contains 25017 members 
Mstep: Class 10 contains 37443 members 
Mstep: Class 11 contains 36067 members 
Mstep: Class 12 contains 36978 members 
Mstep: Class 13 contains 60668 members 
Mstep: Class 14 contains 16412 members 
Mstep: Class 15 contains 16571 members 
Mstep: Class 16 contains 289307 members 
Mstep: Class 17 contains 48531 members 
Mstep: Class 18 contains 2219 members 
Mstep: Class 19 contains 245806 members 
Mstep: Class 20 contains 38043 members 
Mstep: Class 21 contains 11988 members 
Mstep: Class 22 contains 141363 members 
Mstep: Class 23 contains 16209 members 
Mstep: Class 24 contains 281353 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 24088 members 
Mstep: Class 27 contains 31452 members 
Mstep: Class 28 contains 5481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157116496.000000 Penalty: 99278.109375
Iteration 66Q: 29 clusters Score -1.571165e+08 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 3 contains 16362 members 
Mstep: Class 4 contains 24661 members 
Mstep: Class 5 contains 9944 members 
Mstep: Class 6 contains 10531 members 
Mstep: Class 7 contains 156357 members 
Mstep: Class 8 contains 13242 members 
Mstep: Class 9 contains 24998 members 
Mstep: Class 10 contains 37771 members 
Mstep: Class 11 contains 36523 members 
Mstep: Class 12 contains 36907 members 
Mstep: Class 13 contains 60626 members 
Mstep: Class 14 contains 16398 members 
Mstep: Class 15 contains 16570 members 
Mstep: Class 16 contains 289051 members 
Mstep: Class 17 contains 48337 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 245322 members 
Mstep: Class 20 contains 38069 members 
Mstep: Class 21 contains 11945 members 
Mstep: Class 22 contains 143266 members 
Mstep: Class 23 contains 16250 members 
Mstep: Class 24 contains 280107 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 24127 members 
Mstep: Class 27 contains 31381 members 
Mstep: Class 28 contains 5482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157116688.000000 Penalty: 99278.109375
Iteration 67Q: 29 clusters Score -1.571167e+08 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 16376 members 
Mstep: Class 4 contains 24238 members 
Mstep: Class 5 contains 9942 members 
Mstep: Class 6 contains 10557 members 
Mstep: Class 7 contains 156376 members 
Mstep: Class 8 contains 13233 members 
Mstep: Class 9 contains 24979 members 
Mstep: Class 10 contains 38107 members 
Mstep: Class 11 contains 36980 members 
Mstep: Class 12 contains 36860 members 
Mstep: Class 13 contains 60589 members 
Mstep: Class 14 contains 16381 members 
Mstep: Class 15 contains 16572 members 
Mstep: Class 16 contains 288750 members 
Mstep: Class 17 contains 48209 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 244862 members 
Mstep: Class 20 contains 38101 members 
Mstep: Class 21 contains 11904 members 
Mstep: Class 22 contains 145062 members 
Mstep: Class 23 contains 16296 members 
Mstep: Class 24 contains 278855 members 
Mstep: Class 25 contains 14960 members 
Mstep: Class 26 contains 24169 members 
Mstep: Class 27 contains 31328 members 
Mstep: Class 28 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157116512.000000 Penalty: 99278.109375
Iteration 68Q: 29 clusters Score -1.571165e+08 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 16385 members 
Mstep: Class 4 contains 23829 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 6 contains 10572 members 
Mstep: Class 7 contains 156383 members 
Mstep: Class 8 contains 13226 members 
Mstep: Class 9 contains 24950 members 
Mstep: Class 10 contains 38431 members 
Mstep: Class 11 contains 37410 members 
Mstep: Class 12 contains 36816 members 
Mstep: Class 13 contains 60582 members 
Mstep: Class 14 contains 16370 members 
Mstep: Class 15 contains 16569 members 
Mstep: Class 16 contains 288544 members 
Mstep: Class 17 contains 48084 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 244369 members 
Mstep: Class 20 contains 38162 members 
Mstep: Class 21 contains 11864 members 
Mstep: Class 22 contains 146814 members 
Mstep: Class 23 contains 16349 members 
Mstep: Class 24 contains 277590 members 
Mstep: Class 25 contains 14984 members 
Mstep: Class 26 contains 24198 members 
Mstep: Class 27 contains 31260 members 
Mstep: Class 28 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157117072.000000 Penalty: 99278.109375
Iteration 69Q: 29 clusters Score -1.571171e+08 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2563 members 
Mstep: Class 3 contains 16392 members 
Mstep: Class 4 contains 23425 members 
Mstep: Class 5 contains 9940 members 
Mstep: Class 6 contains 10599 members 
Mstep: Class 7 contains 156396 members 
Mstep: Class 8 contains 13213 members 
Mstep: Class 9 contains 24937 members 
Mstep: Class 10 contains 38756 members 
Mstep: Class 11 contains 37831 members 
Mstep: Class 12 contains 36765 members 
Mstep: Class 13 contains 60583 members 
Mstep: Class 14 contains 16368 members 
Mstep: Class 15 contains 16576 members 
Mstep: Class 16 contains 288331 members 
Mstep: Class 17 contains 47987 members 
Mstep: Class 18 contains 2183 members 
Mstep: Class 19 contains 243898 members 
Mstep: Class 20 contains 38219 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 148499 members 
Mstep: Class 23 contains 16405 members 
Mstep: Class 24 contains 276286 members 
Mstep: Class 25 contains 15006 members 
Mstep: Class 26 contains 24236 members 
Mstep: Class 27 contains 31208 members 
Mstep: Class 28 contains 5486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157117520.000000 Penalty: 99278.109375
Iteration 70Q: 29 clusters Score -1.571175e+08 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2565 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 23060 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 10619 members 
Mstep: Class 7 contains 156426 members 
Mstep: Class 8 contains 13202 members 
Mstep: Class 9 contains 24918 members 
Mstep: Class 10 contains 39101 members 
Mstep: Class 11 contains 38215 members 
Mstep: Class 12 contains 36722 members 
Mstep: Class 13 contains 60592 members 
Mstep: Class 14 contains 16365 members 
Mstep: Class 15 contains 16577 members 
Mstep: Class 16 contains 288190 members 
Mstep: Class 17 contains 47898 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 243421 members 
Mstep: Class 20 contains 38267 members 
Mstep: Class 21 contains 11783 members 
Mstep: Class 22 contains 150141 members 
Mstep: Class 23 contains 16470 members 
Mstep: Class 24 contains 274948 members 
Mstep: Class 25 contains 15020 members 
Mstep: Class 26 contains 24264 members 
Mstep: Class 27 contains 31153 members 
Mstep: Class 28 contains 5487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157117648.000000 Penalty: 99278.109375
Iteration 71Q: 29 clusters Score -1.571176e+08 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 22720 members 
Mstep: Class 5 contains 9935 members 
Mstep: Class 6 contains 10632 members 
Mstep: Class 7 contains 156463 members 
Mstep: Class 8 contains 13201 members 
Mstep: Class 9 contains 24897 members 
Mstep: Class 10 contains 39425 members 
Mstep: Class 11 contains 38568 members 
Mstep: Class 12 contains 36683 members 
Mstep: Class 13 contains 60594 members 
Mstep: Class 14 contains 16358 members 
Mstep: Class 15 contains 16586 members 
Mstep: Class 16 contains 288019 members 
Mstep: Class 17 contains 47828 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 242942 members 
Mstep: Class 20 contains 38335 members 
Mstep: Class 21 contains 11754 members 
Mstep: Class 22 contains 151715 members 
Mstep: Class 23 contains 16510 members 
Mstep: Class 24 contains 273690 members 
Mstep: Class 25 contains 15029 members 
Mstep: Class 26 contains 24297 members 
Mstep: Class 27 contains 31101 members 
Mstep: Class 28 contains 5489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157117952.000000 Penalty: 99278.109375
Iteration 72Q: 29 clusters Score -1.57118e+08 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 16392 members 
Mstep: Class 4 contains 22357 members 
Mstep: Class 5 contains 9935 members 
Mstep: Class 6 contains 10644 members 
Mstep: Class 7 contains 156516 members 
Mstep: Class 8 contains 13195 members 
Mstep: Class 9 contains 24886 members 
Mstep: Class 10 contains 39750 members 
Mstep: Class 11 contains 38912 members 
Mstep: Class 12 contains 36660 members 
Mstep: Class 13 contains 60591 members 
Mstep: Class 14 contains 16355 members 
Mstep: Class 15 contains 16590 members 
Mstep: Class 16 contains 287859 members 
Mstep: Class 17 contains 47757 members 
Mstep: Class 18 contains 2157 members 
Mstep: Class 19 contains 242467 members 
Mstep: Class 20 contains 38389 members 
Mstep: Class 21 contains 11725 members 
Mstep: Class 22 contains 153350 members 
Mstep: Class 23 contains 16556 members 
Mstep: Class 24 contains 272350 members 
Mstep: Class 25 contains 15044 members 
Mstep: Class 26 contains 24340 members 
Mstep: Class 27 contains 31059 members 
Mstep: Class 28 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157118144.000000 Penalty: 99278.109375
Iteration 73Q: 29 clusters Score -1.571181e+08 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 16387 members 
Mstep: Class 4 contains 22031 members 
Mstep: Class 5 contains 9935 members 
Mstep: Class 6 contains 10651 members 
Mstep: Class 7 contains 156581 members 
Mstep: Class 8 contains 13189 members 
Mstep: Class 9 contains 24874 members 
Mstep: Class 10 contains 40069 members 
Mstep: Class 11 contains 39229 members 
Mstep: Class 12 contains 36645 members 
Mstep: Class 13 contains 60597 members 
Mstep: Class 14 contains 16349 members 
Mstep: Class 15 contains 16592 members 
Mstep: Class 16 contains 287736 members 
Mstep: Class 17 contains 47703 members 
Mstep: Class 18 contains 2144 members 
Mstep: Class 19 contains 242014 members 
Mstep: Class 20 contains 38438 members 
Mstep: Class 21 contains 11695 members 
Mstep: Class 22 contains 154896 members 
Mstep: Class 23 contains 16603 members 
Mstep: Class 24 contains 271004 members 
Mstep: Class 25 contains 15052 members 
Mstep: Class 26 contains 24383 members 
Mstep: Class 27 contains 31027 members 
Mstep: Class 28 contains 5494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157118288.000000 Penalty: 99278.109375
Iteration 74Q: 29 clusters Score -1.571183e+08 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2565 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 21746 members 
Mstep: Class 5 contains 9934 members 
Mstep: Class 6 contains 10667 members 
Mstep: Class 7 contains 156650 members 
Mstep: Class 8 contains 13185 members 
Mstep: Class 9 contains 24861 members 
Mstep: Class 10 contains 40371 members 
Mstep: Class 11 contains 39496 members 
Mstep: Class 12 contains 36644 members 
Mstep: Class 13 contains 60608 members 
Mstep: Class 14 contains 16348 members 
Mstep: Class 15 contains 16601 members 
Mstep: Class 16 contains 287627 members 
Mstep: Class 17 contains 47625 members 
Mstep: Class 18 contains 2134 members 
Mstep: Class 19 contains 241598 members 
Mstep: Class 20 contains 38476 members 
Mstep: Class 21 contains 11666 members 
Mstep: Class 22 contains 156372 members 
Mstep: Class 23 contains 16662 members 
Mstep: Class 24 contains 269707 members 
Mstep: Class 25 contains 15055 members 
Mstep: Class 26 contains 24412 members 
Mstep: Class 27 contains 30989 members 
Mstep: Class 28 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157118688.000000 Penalty: 99278.109375
Iteration 75Q: 29 clusters Score -1.571187e+08 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2565 members 
Mstep: Class 3 contains 16377 members 
Mstep: Class 4 contains 21465 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 10678 members 
Mstep: Class 7 contains 156716 members 
Mstep: Class 8 contains 13183 members 
Mstep: Class 9 contains 24851 members 
Mstep: Class 10 contains 40644 members 
Mstep: Class 11 contains 39743 members 
Mstep: Class 12 contains 36641 members 
Mstep: Class 13 contains 60646 members 
Mstep: Class 14 contains 16353 members 
Mstep: Class 15 contains 16594 members 
Mstep: Class 16 contains 287542 members 
Mstep: Class 17 contains 47581 members 
Mstep: Class 18 contains 2126 members 
Mstep: Class 19 contains 241187 members 
Mstep: Class 20 contains 38510 members 
Mstep: Class 21 contains 11635 members 
Mstep: Class 22 contains 157749 members 
Mstep: Class 23 contains 16724 members 
Mstep: Class 24 contains 268462 members 
Mstep: Class 25 contains 15061 members 
Mstep: Class 26 contains 24451 members 
Mstep: Class 27 contains 30955 members 
Mstep: Class 28 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157119216.000000 Penalty: 99278.109375
Iteration 76Q: 29 clusters Score -1.571192e+08 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2564 members 
Mstep: Class 3 contains 16373 members 
Mstep: Class 4 contains 21207 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 10687 members 
Mstep: Class 7 contains 156779 members 
Mstep: Class 8 contains 13183 members 
Mstep: Class 9 contains 24836 members 
Mstep: Class 10 contains 40904 members 
Mstep: Class 11 contains 39964 members 
Mstep: Class 12 contains 36652 members 
Mstep: Class 13 contains 60664 members 
Mstep: Class 14 contains 16353 members 
Mstep: Class 15 contains 16596 members 
Mstep: Class 16 contains 287506 members 
Mstep: Class 17 contains 47518 members 
Mstep: Class 18 contains 2121 members 
Mstep: Class 19 contains 240792 members 
Mstep: Class 20 contains 38559 members 
Mstep: Class 21 contains 11607 members 
Mstep: Class 22 contains 159122 members 
Mstep: Class 23 contains 16758 members 
Mstep: Class 24 contains 267208 members 
Mstep: Class 25 contains 15075 members 
Mstep: Class 26 contains 24484 members 
Mstep: Class 27 contains 30917 members 
Mstep: Class 28 contains 5507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157119520.000000 Penalty: 99278.109375
Iteration 77Q: 29 clusters Score -1.571195e+08 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 16366 members 
Mstep: Class 4 contains 20955 members 
Mstep: Class 5 contains 9936 members 
Mstep: Class 6 contains 10700 members 
Mstep: Class 7 contains 156848 members 
Mstep: Class 8 contains 13183 members 
Mstep: Class 9 contains 24820 members 
Mstep: Class 10 contains 41162 members 
Mstep: Class 11 contains 40186 members 
Mstep: Class 12 contains 36645 members 
Mstep: Class 13 contains 60681 members 
Mstep: Class 14 contains 16360 members 
Mstep: Class 15 contains 16598 members 
Mstep: Class 16 contains 287469 members 
Mstep: Class 17 contains 47484 members 
Mstep: Class 18 contains 2120 members 
Mstep: Class 19 contains 240369 members 
Mstep: Class 20 contains 38612 members 
Mstep: Class 21 contains 11571 members 
Mstep: Class 22 contains 160516 members 
Mstep: Class 23 contains 16804 members 
Mstep: Class 24 contains 265920 members 
Mstep: Class 25 contains 15087 members 
Mstep: Class 26 contains 24525 members 
Mstep: Class 27 contains 30871 members 
Mstep: Class 28 contains 5511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157119968.000000 Penalty: 99278.109375
Iteration 78Q: 29 clusters Score -1.5712e+08 nChanged 3053
Entering ConstructFrom: 
Score: -157119968.000000 Penalty: 99278.109375
Entering ConstructFrom: 
Trying to split cluster 1 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -431107.125000 Penalty: 2088.929443
	Iteration 0F: 2 clusters Score -431107.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -426820.687500 Penalty: 4177.858887
	Iteration 0F: 3 clusters Score -426820.7 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -427829.031250 Penalty: 4177.858887
	Iteration 1F: 3 clusters Score -427829 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -428078.375000 Penalty: 4177.858887
	Iteration 2F: 3 clusters Score -428078.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -428239.906250 Penalty: 4177.858887
	Iteration 3F: 3 clusters Score -428239.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -428399.375000 Penalty: 4177.858887
	Iteration 4Q: 3 clusters Score -428399.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -428532.906250 Penalty: 4177.858887
	Iteration 5Q: 3 clusters Score -428532.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -428635.875000 Penalty: 4177.858887
	Iteration 6Q: 3 clusters Score -428635.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -428716.937500 Penalty: 4177.858887
	Iteration 7Q: 3 clusters Score -428716.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -428795.187500 Penalty: 4177.858887
	Iteration 8Q: 3 clusters Score -428795.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -428873.625000 Penalty: 4177.858887
	Iteration 9Q: 3 clusters Score -428873.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -428942.343750 Penalty: 4177.858887
	Iteration 10Q: 3 clusters Score -428942.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -429012.875000 Penalty: 4177.858887
	Iteration 11Q: 3 clusters Score -429012.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -429079.375000 Penalty: 4177.858887
	Iteration 12Q: 3 clusters Score -429079.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -429150.812500 Penalty: 4177.858887
	Iteration 13Q: 3 clusters Score -429150.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -429203.125000 Penalty: 4177.858887
	Iteration 14Q: 3 clusters Score -429203.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -429249.781250 Penalty: 4177.858887
	Iteration 15Q: 3 clusters Score -429249.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -429293.968750 Penalty: 4177.858887
	Iteration 16Q: 3 clusters Score -429294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -429342.187500 Penalty: 4177.858887
	Iteration 17Q: 3 clusters Score -429342.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -429380.125000 Penalty: 4177.858887
	Iteration 18Q: 3 clusters Score -429380.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -429415.593750 Penalty: 4177.858887
	Iteration 19Q: 3 clusters Score -429415.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -429437.937500 Penalty: 4177.858887
	Iteration 20F: 3 clusters Score -429437.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -429462.875000 Penalty: 4177.858887
	Iteration 21Q: 3 clusters Score -429462.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -429481.562500 Penalty: 4177.858887
	Iteration 22Q: 3 clusters Score -429481.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -429497.031250 Penalty: 4177.858887
	Iteration 23Q: 3 clusters Score -429497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -429512.000000 Penalty: 4177.858887
	Iteration 24Q: 3 clusters Score -429512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -429521.437500 Penalty: 4177.858887
	Iteration 25Q: 3 clusters Score -429521.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -429532.093750 Penalty: 4177.858887
	Iteration 26Q: 3 clusters Score -429532.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -429542.250000 Penalty: 4177.858887
	Iteration 27Q: 3 clusters Score -429542.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -429552.625000 Penalty: 4177.858887
	Iteration 28Q: 3 clusters Score -429552.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -429560.687500 Penalty: 4177.858887
	Iteration 29Q: 3 clusters Score -429560.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -429573.031250 Penalty: 4177.858887
	Iteration 30Q: 3 clusters Score -429573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -429588.906250 Penalty: 4177.858887
	Iteration 31Q: 3 clusters Score -429588.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -429603.937500 Penalty: 4177.858887
	Iteration 32Q: 3 clusters Score -429603.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -429620.968750 Penalty: 4177.858887
	Iteration 33Q: 3 clusters Score -429621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -429632.312500 Penalty: 4177.858887
	Iteration 34Q: 3 clusters Score -429632.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -429644.062500 Penalty: 4177.858887
	Iteration 35Q: 3 clusters Score -429644.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -429653.281250 Penalty: 4177.858887
	Iteration 36Q: 3 clusters Score -429653.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -429659.750000 Penalty: 4177.858887
	Iteration 37Q: 3 clusters Score -429659.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -429666.250000 Penalty: 4177.858887
	Iteration 38Q: 3 clusters Score -429666.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -429671.406250 Penalty: 4177.858887
	Iteration 39Q: 3 clusters Score -429671.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -429677.562500 Penalty: 4177.858887
	Iteration 40F: 3 clusters Score -429677.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -429686.812500 Penalty: 4177.858887
	Iteration 41Q: 3 clusters Score -429686.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -429694.625000 Penalty: 4177.858887
	Iteration 42Q: 3 clusters Score -429694.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -429701.625000 Penalty: 4177.858887
	Iteration 43Q: 3 clusters Score -429701.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -429705.687500 Penalty: 4177.858887
	Iteration 44Q: 3 clusters Score -429705.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -429707.687500 Penalty: 4177.858887
	Iteration 45Q: 3 clusters Score -429707.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -429710.968750 Penalty: 4177.858887
	Iteration 46Q: 3 clusters Score -429711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -429712.500000 Penalty: 4177.858887
	Iteration 47Q: 3 clusters Score -429712.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -429715.312500 Penalty: 4177.858887
	Iteration 48Q: 3 clusters Score -429715.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -429716.656250 Penalty: 4177.858887
	Iteration 49Q: 3 clusters Score -429716.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -429717.937500 Penalty: 4177.858887
	Iteration 50Q: 3 clusters Score -429717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -429719.625000 Penalty: 4177.858887
	Iteration 51Q: 3 clusters Score -429719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -429721.562500 Penalty: 4177.858887
	Iteration 52Q: 3 clusters Score -429721.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -429722.062500 Penalty: 4177.858887
	Iteration 53Q: 3 clusters Score -429722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -429722.968750 Penalty: 4177.858887
	Iteration 54Q: 3 clusters Score -429723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -429723.531250 Penalty: 4177.858887
	Iteration 55Q: 3 clusters Score -429723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -429724.125000 Penalty: 4177.858887
	Iteration 56Q: 3 clusters Score -429724.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -429724.656250 Penalty: 4177.858887
	Iteration 57Q: 3 clusters Score -429724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -429724.968750 Penalty: 4177.858887
	Iteration 58Q: 3 clusters Score -429725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -429726.937500 Penalty: 4177.858887
	Iteration 59Q: 3 clusters Score -429726.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -429727.531250 Penalty: 4177.858887
	Iteration 60F: 3 clusters Score -429727.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -429730.562500 Penalty: 4177.858887
	Iteration 61Q: 3 clusters Score -429730.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -429732.625000 Penalty: 4177.858887
	Iteration 62Q: 3 clusters Score -429732.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -429737.156250 Penalty: 4177.858887
	Iteration 63Q: 3 clusters Score -429737.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -429737.812500 Penalty: 4177.858887
	Iteration 64Q: 3 clusters Score -429737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -429739.031250 Penalty: 4177.858887
	Iteration 65Q: 3 clusters Score -429739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -429739.093750 Penalty: 4177.858887
	Iteration 66Q: 3 clusters Score -429739.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -429739.093750 Penalty: 4177.858887
	Iteration 67F: 3 clusters Score -429739.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -256112.421875 Penalty: 1946.245117
	Iteration 0F: 2 clusters Score -256112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -253110.484375 Penalty: 3892.490234
	Iteration 0F: 3 clusters Score -253110.5 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -253721.421875 Penalty: 3892.490234
	Iteration 1F: 3 clusters Score -253721.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -253895.046875 Penalty: 3892.490234
	Iteration 2F: 3 clusters Score -253895 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -253991.265625 Penalty: 3892.490234
	Iteration 3Q: 3 clusters Score -253991.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -254064.109375 Penalty: 3892.490234
	Iteration 4Q: 3 clusters Score -254064.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -254128.515625 Penalty: 3892.490234
	Iteration 5Q: 3 clusters Score -254128.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -254187.015625 Penalty: 3892.490234
	Iteration 6Q: 3 clusters Score -254187 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -254238.359375 Penalty: 3892.490234
	Iteration 7Q: 3 clusters Score -254238.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -254266.531250 Penalty: 3892.490234
	Iteration 8Q: 3 clusters Score -254266.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -254287.343750 Penalty: 3892.490234
	Iteration 9Q: 3 clusters Score -254287.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -254306.468750 Penalty: 3892.490234
	Iteration 10Q: 3 clusters Score -254306.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -254339.015625 Penalty: 3892.490234
	Iteration 11Q: 3 clusters Score -254339 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -254391.796875 Penalty: 3892.490234
	Iteration 12Q: 3 clusters Score -254391.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -254451.250000 Penalty: 3892.490234
	Iteration 13Q: 3 clusters Score -254451.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -254500.859375 Penalty: 3892.490234
	Iteration 14Q: 3 clusters Score -254500.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -254548.265625 Penalty: 3892.490234
	Iteration 15Q: 3 clusters Score -254548.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -254594.390625 Penalty: 3892.490234
	Iteration 16Q: 3 clusters Score -254594.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -254634.125000 Penalty: 3892.490234
	Iteration 17Q: 3 clusters Score -254634.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -254677.703125 Penalty: 3892.490234
	Iteration 18Q: 3 clusters Score -254677.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -254721.062500 Penalty: 3892.490234
	Iteration 19Q: 3 clusters Score -254721.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -254763.406250 Penalty: 3892.490234
	Iteration 20F: 3 clusters Score -254763.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -254800.484375 Penalty: 3892.490234
	Iteration 21Q: 3 clusters Score -254800.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -254833.890625 Penalty: 3892.490234
	Iteration 22Q: 3 clusters Score -254833.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -254873.828125 Penalty: 3892.490234
	Iteration 23Q: 3 clusters Score -254873.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -254903.203125 Penalty: 3892.490234
	Iteration 24Q: 3 clusters Score -254903.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -254941.546875 Penalty: 3892.490234
	Iteration 25Q: 3 clusters Score -254941.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -254974.687500 Penalty: 3892.490234
	Iteration 26Q: 3 clusters Score -254974.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -254995.718750 Penalty: 3892.490234
	Iteration 27Q: 3 clusters Score -254995.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -255011.890625 Penalty: 3892.490234
	Iteration 28Q: 3 clusters Score -255011.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -255040.640625 Penalty: 3892.490234
	Iteration 29Q: 3 clusters Score -255040.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -255062.046875 Penalty: 3892.490234
	Iteration 30Q: 3 clusters Score -255062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -255080.031250 Penalty: 3892.490234
	Iteration 31Q: 3 clusters Score -255080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -255106.718750 Penalty: 3892.490234
	Iteration 32Q: 3 clusters Score -255106.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -255124.171875 Penalty: 3892.490234
	Iteration 33Q: 3 clusters Score -255124.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -255138.500000 Penalty: 3892.490234
	Iteration 34Q: 3 clusters Score -255138.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -255153.187500 Penalty: 3892.490234
	Iteration 35Q: 3 clusters Score -255153.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -255168.109375 Penalty: 3892.490234
	Iteration 36Q: 3 clusters Score -255168.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -255174.187500 Penalty: 3892.490234
	Iteration 37Q: 3 clusters Score -255174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -255179.734375 Penalty: 3892.490234
	Iteration 38Q: 3 clusters Score -255179.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -255184.390625 Penalty: 3892.490234
	Iteration 39Q: 3 clusters Score -255184.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -255191.843750 Penalty: 3892.490234
	Iteration 40F: 3 clusters Score -255191.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -255200.015625 Penalty: 3892.490234
	Iteration 41Q: 3 clusters Score -255200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -255213.375000 Penalty: 3892.490234
	Iteration 42Q: 3 clusters Score -255213.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -255216.312500 Penalty: 3892.490234
	Iteration 43Q: 3 clusters Score -255216.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -255218.859375 Penalty: 3892.490234
	Iteration 44Q: 3 clusters Score -255218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -255219.515625 Penalty: 3892.490234
	Iteration 45Q: 3 clusters Score -255219.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -255219.812500 Penalty: 3892.490234
	Iteration 46Q: 3 clusters Score -255219.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -255220.562500 Penalty: 3892.490234
	Iteration 47Q: 3 clusters Score -255220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -255220.859375 Penalty: 3892.490234
	Iteration 48Q: 3 clusters Score -255220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -255222.062500 Penalty: 3892.490234
	Iteration 49Q: 3 clusters Score -255222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -255222.437500 Penalty: 3892.490234
	Iteration 50Q: 3 clusters Score -255222.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -255222.437500 Penalty: 3892.490234
	Iteration 51F: 3 clusters Score -255222.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Entering Unmasked Estep 
Score: -1679729.000000 Penalty: 2406.258545
	Iteration 0F: 2 clusters Score -1679729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1667875.250000 Penalty: 4812.517090
	Iteration 0F: 3 clusters Score -1667875 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1671709.250000 Penalty: 4812.517090
	Iteration 1F: 3 clusters Score -1671709 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1672028.500000 Penalty: 4812.517090
	Iteration 2F: 3 clusters Score -1672028 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1672259.625000 Penalty: 4812.517090
	Iteration 3Q: 3 clusters Score -1672260 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1672472.250000 Penalty: 4812.517090
	Iteration 4Q: 3 clusters Score -1672472 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1672674.750000 Penalty: 4812.517090
	Iteration 5Q: 3 clusters Score -1672675 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1672861.750000 Penalty: 4812.517090
	Iteration 6Q: 3 clusters Score -1672862 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1673045.250000 Penalty: 4812.517090
	Iteration 7Q: 3 clusters Score -1673045 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1673262.625000 Penalty: 4812.517090
	Iteration 8Q: 3 clusters Score -1673263 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1673453.500000 Penalty: 4812.517090
	Iteration 9Q: 3 clusters Score -1673454 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1673665.000000 Penalty: 4812.517090
	Iteration 10Q: 3 clusters Score -1673665 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1673889.750000 Penalty: 4812.517090
	Iteration 11Q: 3 clusters Score -1673890 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1674120.750000 Penalty: 4812.517090
	Iteration 12Q: 3 clusters Score -1674121 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1674352.625000 Penalty: 4812.517090
	Iteration 13Q: 3 clusters Score -1674353 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1674579.250000 Penalty: 4812.517090
	Iteration 14Q: 3 clusters Score -1674579 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1674819.625000 Penalty: 4812.517090
	Iteration 15Q: 3 clusters Score -1674820 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1675069.250000 Penalty: 4812.517090
	Iteration 16Q: 3 clusters Score -1675069 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1675307.000000 Penalty: 4812.517090
	Iteration 17Q: 3 clusters Score -1675307 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1675506.625000 Penalty: 4812.517090
	Iteration 18Q: 3 clusters Score -1675507 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1675678.125000 Penalty: 4812.517090
	Iteration 19Q: 3 clusters Score -1675678 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1675829.125000 Penalty: 4812.517090
	Iteration 20F: 3 clusters Score -1675829 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1675955.750000 Penalty: 4812.517090
	Iteration 21Q: 3 clusters Score -1675956 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1676061.875000 Penalty: 4812.517090
	Iteration 22Q: 3 clusters Score -1676062 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1676145.875000 Penalty: 4812.517090
	Iteration 23Q: 3 clusters Score -1676146 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1676206.500000 Penalty: 4812.517090
	Iteration 24Q: 3 clusters Score -1676206 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1676240.000000 Penalty: 4812.517090
	Iteration 25Q: 3 clusters Score -1676240 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1676272.875000 Penalty: 4812.517090
	Iteration 26Q: 3 clusters Score -1676273 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1676294.875000 Penalty: 4812.517090
	Iteration 27Q: 3 clusters Score -1676295 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1676314.000000 Penalty: 4812.517090
	Iteration 28Q: 3 clusters Score -1676314 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1676331.500000 Penalty: 4812.517090
	Iteration 29Q: 3 clusters Score -1676332 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1676346.000000 Penalty: 4812.517090
	Iteration 30Q: 3 clusters Score -1676346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1676355.000000 Penalty: 4812.517090
	Iteration 31Q: 3 clusters Score -1676355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1676370.500000 Penalty: 4812.517090
	Iteration 32Q: 3 clusters Score -1676370 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1676370.250000 Penalty: 4812.517090
	Iteration 33Q: 3 clusters Score -1676370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1676384.875000 Penalty: 4812.517090
	Iteration 34Q: 3 clusters Score -1676385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1676393.875000 Penalty: 4812.517090
	Iteration 35Q: 3 clusters Score -1676394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1676401.625000 Penalty: 4812.517090
	Iteration 36Q: 3 clusters Score -1676402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1676403.125000 Penalty: 4812.517090
	Iteration 37Q: 3 clusters Score -1676403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1676406.375000 Penalty: 4812.517090
	Iteration 38Q: 3 clusters Score -1676406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1676411.625000 Penalty: 4812.517090
	Iteration 39Q: 3 clusters Score -1676412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1676421.250000 Penalty: 4812.517090
	Iteration 40F: 3 clusters Score -1676421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1676427.250000 Penalty: 4812.517090
	Iteration 41Q: 3 clusters Score -1676427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1676432.875000 Penalty: 4812.517090
	Iteration 42Q: 3 clusters Score -1676433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1676435.000000 Penalty: 4812.517090
	Iteration 43Q: 3 clusters Score -1676435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1676433.500000 Penalty: 4812.517090
	Iteration 44Q: 3 clusters Score -1676434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1676438.250000 Penalty: 4812.517090
	Iteration 45Q: 3 clusters Score -1676438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1676440.875000 Penalty: 4812.517090
	Iteration 46Q: 3 clusters Score -1676441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1676437.375000 Penalty: 4812.517090
	Iteration 47Q: 3 clusters Score -1676437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1676443.125000 Penalty: 4812.517090
	Iteration 48Q: 3 clusters Score -1676443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1676441.750000 Penalty: 4812.517090
	Iteration 49Q: 3 clusters Score -1676442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1676440.750000 Penalty: 4812.517090
	Iteration 50Q: 3 clusters Score -1676441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1676442.500000 Penalty: 4812.517090
	Iteration 51Q: 3 clusters Score -1676442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1676444.375000 Penalty: 4812.517090
	Iteration 52Q: 3 clusters Score -1676444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1676444.500000 Penalty: 4812.517090
	Iteration 53Q: 3 clusters Score -1676444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1676439.500000 Penalty: 4812.517090
	Iteration 54Q: 3 clusters Score -1676440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1676442.000000 Penalty: 4812.517090
	Iteration 55Q: 3 clusters Score -1676442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1676440.750000 Penalty: 4812.517090
	Iteration 56Q: 3 clusters Score -1676441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1676440.750000 Penalty: 4812.517090
	Iteration 57F: 3 clusters Score -1676441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Entering Unmasked Estep 
Score: -1998639.375000 Penalty: 2464.800049
	Iteration 0F: 2 clusters Score -1998639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1983965.875000 Penalty: 4929.600098
	Iteration 0F: 3 clusters Score -1983966 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1989255.625000 Penalty: 4929.600098
	Iteration 1F: 3 clusters Score -1989256 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1990013.625000 Penalty: 4929.600098
	Iteration 2F: 3 clusters Score -1990014 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1991074.250000 Penalty: 4929.600098
	Iteration 3F: 3 clusters Score -1991074 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1992382.000000 Penalty: 4929.600098
	Iteration 4F: 3 clusters Score -1992382 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1993735.000000 Penalty: 4929.600098
	Iteration 5F: 3 clusters Score -1993735 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1994872.000000 Penalty: 4929.600098
	Iteration 6F: 3 clusters Score -1994872 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1995799.625000 Penalty: 4929.600098
	Iteration 7F: 3 clusters Score -1995800 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1996444.125000 Penalty: 4929.600098
	Iteration 8Q: 3 clusters Score -1996444 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1996951.875000 Penalty: 4929.600098
	Iteration 9Q: 3 clusters Score -1996952 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1997343.375000 Penalty: 4929.600098
	Iteration 10Q: 3 clusters Score -1997343 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1997638.000000 Penalty: 4929.600098
	Iteration 11Q: 3 clusters Score -1997638 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -1997867.375000 Penalty: 4929.600098
	Iteration 12Q: 3 clusters Score -1997867 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1998034.625000 Penalty: 4929.600098
	Iteration 13Q: 3 clusters Score -1998035 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1998188.875000 Penalty: 4929.600098
	Iteration 14Q: 3 clusters Score -1998189 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1998316.250000 Penalty: 4929.600098
	Iteration 15Q: 3 clusters Score -1998316 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -1998414.000000 Penalty: 4929.600098
	Iteration 16Q: 3 clusters Score -1998414 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -1998519.000000 Penalty: 4929.600098
	Iteration 17Q: 3 clusters Score -1998519 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -1998598.375000 Penalty: 4929.600098
	Iteration 18Q: 3 clusters Score -1998598 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1998690.750000 Penalty: 4929.600098
	Iteration 19Q: 3 clusters Score -1998691 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -1998783.125000 Penalty: 4929.600098
	Iteration 20F: 3 clusters Score -1998783 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -1998869.375000 Penalty: 4929.600098
	Iteration 21Q: 3 clusters Score -1998869 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -1998950.000000 Penalty: 4929.600098
	Iteration 22Q: 3 clusters Score -1998950 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -1999010.125000 Penalty: 4929.600098
	Iteration 23Q: 3 clusters Score -1999010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -1999061.125000 Penalty: 4929.600098
	Iteration 24Q: 3 clusters Score -1999061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -1999097.500000 Penalty: 4929.600098
	Iteration 25Q: 3 clusters Score -1999098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -1999115.875000 Penalty: 4929.600098
	Iteration 26Q: 3 clusters Score -1999116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -1999126.000000 Penalty: 4929.600098
	Iteration 27Q: 3 clusters Score -1999126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -1999133.000000 Penalty: 4929.600098
	Iteration 28Q: 3 clusters Score -1999133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -1999132.625000 Penalty: 4929.600098
	Iteration 29Q: 3 clusters Score -1999133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -1999135.750000 Penalty: 4929.600098
	Iteration 30Q: 3 clusters Score -1999136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -1999136.750000 Penalty: 4929.600098
	Iteration 31Q: 3 clusters Score -1999137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -1999141.375000 Penalty: 4929.600098
	Iteration 32Q: 3 clusters Score -1999141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -1999138.375000 Penalty: 4929.600098
	Iteration 33Q: 3 clusters Score -1999138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -1999138.375000 Penalty: 4929.600098
	Iteration 34F: 3 clusters Score -1999138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 16361 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 156917 members 
Mstep: Class 8 contains 13180 members 
Mstep: Class 9 contains 24805 members 
Mstep: Class 10 contains 41416 members 
Mstep: Class 11 contains 40365 members 
Mstep: Class 12 contains 36646 members 
Mstep: Class 13 contains 60699 members 
Mstep: Class 14 contains 16365 members 
Mstep: Class 15 contains 16596 members 
Mstep: Class 16 contains 287416 members 
Mstep: Class 17 contains 47468 members 
Mstep: Class 18 contains 2117 members 
Mstep: Class 19 contains 239997 members 
Mstep: Class 20 contains 38663 members 
Mstep: Class 21 contains 11551 members 
Mstep: Class 22 contains 161877 members 
Mstep: Class 23 contains 16845 members 
Mstep: Class 24 contains 264666 members 
Mstep: Class 25 contains 15104 members 
Mstep: Class 26 contains 24551 members 
Mstep: Class 27 contains 30818 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 19078 members 
Entering Unmasked Estep 
Score: -157120048.000000 Penalty: 102823.757812
Splitting cluster 4 changes total score from -157119968.000000 to -157120048.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 5 (9938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Entering Unmasked Estep 
Score: -986111.750000 Penalty: 2282.621826
	Iteration 0F: 2 clusters Score -986111.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -978407.250000 Penalty: 4565.243652
	Iteration 0F: 3 clusters Score -978407.2 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -980587.125000 Penalty: 4565.243652
	Iteration 1F: 3 clusters Score -980587.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -980879.687500 Penalty: 4565.243652
	Iteration 2F: 3 clusters Score -980879.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -981120.000000 Penalty: 4565.243652
	Iteration 3F: 3 clusters Score -981120 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -981358.375000 Penalty: 4565.243652
	Iteration 4Q: 3 clusters Score -981358.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -981625.562500 Penalty: 4565.243652
	Iteration 5Q: 3 clusters Score -981625.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -981932.937500 Penalty: 4565.243652
	Iteration 6Q: 3 clusters Score -981932.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -982241.625000 Penalty: 4565.243652
	Iteration 7Q: 3 clusters Score -982241.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -982556.750000 Penalty: 4565.243652
	Iteration 8Q: 3 clusters Score -982556.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -982857.125000 Penalty: 4565.243652
	Iteration 9Q: 3 clusters Score -982857.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -983154.312500 Penalty: 4565.243652
	Iteration 10Q: 3 clusters Score -983154.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -983423.500000 Penalty: 4565.243652
	Iteration 11Q: 3 clusters Score -983423.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -983656.562500 Penalty: 4565.243652
	Iteration 12Q: 3 clusters Score -983656.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -983836.562500 Penalty: 4565.243652
	Iteration 13Q: 3 clusters Score -983836.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -983963.375000 Penalty: 4565.243652
	Iteration 14Q: 3 clusters Score -983963.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -984070.500000 Penalty: 4565.243652
	Iteration 15Q: 3 clusters Score -984070.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -984140.562500 Penalty: 4565.243652
	Iteration 16Q: 3 clusters Score -984140.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -984188.562500 Penalty: 4565.243652
	Iteration 17Q: 3 clusters Score -984188.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -984230.750000 Penalty: 4565.243652
	Iteration 18Q: 3 clusters Score -984230.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -984258.687500 Penalty: 4565.243652
	Iteration 19Q: 3 clusters Score -984258.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -984288.375000 Penalty: 4565.243652
	Iteration 20F: 3 clusters Score -984288.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -984312.875000 Penalty: 4565.243652
	Iteration 21Q: 3 clusters Score -984312.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -984347.750000 Penalty: 4565.243652
	Iteration 22Q: 3 clusters Score -984347.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -984380.187500 Penalty: 4565.243652
	Iteration 23Q: 3 clusters Score -984380.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -984407.937500 Penalty: 4565.243652
	Iteration 24Q: 3 clusters Score -984407.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -984436.875000 Penalty: 4565.243652
	Iteration 25Q: 3 clusters Score -984436.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -984464.312500 Penalty: 4565.243652
	Iteration 26Q: 3 clusters Score -984464.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -984489.125000 Penalty: 4565.243652
	Iteration 27Q: 3 clusters Score -984489.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -984512.875000 Penalty: 4565.243652
	Iteration 28Q: 3 clusters Score -984512.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -984541.125000 Penalty: 4565.243652
	Iteration 29Q: 3 clusters Score -984541.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -984583.250000 Penalty: 4565.243652
	Iteration 30Q: 3 clusters Score -984583.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -984623.250000 Penalty: 4565.243652
	Iteration 31Q: 3 clusters Score -984623.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -984666.625000 Penalty: 4565.243652
	Iteration 32Q: 3 clusters Score -984666.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -984699.187500 Penalty: 4565.243652
	Iteration 33Q: 3 clusters Score -984699.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -984742.437500 Penalty: 4565.243652
	Iteration 34Q: 3 clusters Score -984742.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -984787.187500 Penalty: 4565.243652
	Iteration 35Q: 3 clusters Score -984787.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -984824.625000 Penalty: 4565.243652
	Iteration 36Q: 3 clusters Score -984824.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -984879.312500 Penalty: 4565.243652
	Iteration 37Q: 3 clusters Score -984879.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -984933.625000 Penalty: 4565.243652
	Iteration 38Q: 3 clusters Score -984933.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -984971.375000 Penalty: 4565.243652
	Iteration 39Q: 3 clusters Score -984971.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -984998.937500 Penalty: 4565.243652
	Iteration 40F: 3 clusters Score -984998.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -985013.875000 Penalty: 4565.243652
	Iteration 41Q: 3 clusters Score -985013.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -985027.125000 Penalty: 4565.243652
	Iteration 42Q: 3 clusters Score -985027.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -985036.750000 Penalty: 4565.243652
	Iteration 43Q: 3 clusters Score -985036.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -985050.125000 Penalty: 4565.243652
	Iteration 44Q: 3 clusters Score -985050.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -985057.375000 Penalty: 4565.243652
	Iteration 45Q: 3 clusters Score -985057.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -985063.125000 Penalty: 4565.243652
	Iteration 46Q: 3 clusters Score -985063.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -985070.437500 Penalty: 4565.243652
	Iteration 47Q: 3 clusters Score -985070.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -985073.125000 Penalty: 4565.243652
	Iteration 48Q: 3 clusters Score -985073.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -985074.625000 Penalty: 4565.243652
	Iteration 49Q: 3 clusters Score -985074.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -985077.875000 Penalty: 4565.243652
	Iteration 50Q: 3 clusters Score -985077.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -985076.625000 Penalty: 4565.243652
	Iteration 51Q: 3 clusters Score -985076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -985078.312500 Penalty: 4565.243652
	Iteration 52Q: 3 clusters Score -985078.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -985078.125000 Penalty: 4565.243652
	Iteration 53Q: 3 clusters Score -985078.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -985081.187500 Penalty: 4565.243652
	Iteration 54Q: 3 clusters Score -985081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -985080.937500 Penalty: 4565.243652
	Iteration 55Q: 3 clusters Score -985080.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -985082.187500 Penalty: 4565.243652
	Iteration 56Q: 3 clusters Score -985082.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -985082.812500 Penalty: 4565.243652
	Iteration 57Q: 3 clusters Score -985082.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -985082.812500 Penalty: 4565.243652
	Iteration 58F: 3 clusters Score -985082.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Entering Unmasked Estep 
Score: -1026544.375000 Penalty: 2301.013184
	Iteration 0F: 2 clusters Score -1026544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1018432.375000 Penalty: 4602.026367
	Iteration 0F: 3 clusters Score -1018432 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1020945.062500 Penalty: 4602.026367
	Iteration 1F: 3 clusters Score -1020945 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1021449.250000 Penalty: 4602.026367
	Iteration 2F: 3 clusters Score -1021449 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1021912.312500 Penalty: 4602.026367
	Iteration 3F: 3 clusters Score -1021912 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1022503.750000 Penalty: 4602.026367
	Iteration 4F: 3 clusters Score -1022504 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1023179.625000 Penalty: 4602.026367
	Iteration 5F: 3 clusters Score -1023180 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1023839.187500 Penalty: 4602.026367
	Iteration 6F: 3 clusters Score -1023839 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1024384.625000 Penalty: 4602.026367
	Iteration 7F: 3 clusters Score -1024385 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1024684.625000 Penalty: 4602.026367
	Iteration 8Q: 3 clusters Score -1024685 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1024823.500000 Penalty: 4602.026367
	Iteration 9Q: 3 clusters Score -1024824 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1024914.937500 Penalty: 4602.026367
	Iteration 10Q: 3 clusters Score -1024915 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1024979.750000 Penalty: 4602.026367
	Iteration 11Q: 3 clusters Score -1024980 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1025046.500000 Penalty: 4602.026367
	Iteration 12Q: 3 clusters Score -1025046 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1025112.562500 Penalty: 4602.026367
	Iteration 13Q: 3 clusters Score -1025113 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1025181.437500 Penalty: 4602.026367
	Iteration 14Q: 3 clusters Score -1025181 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1025248.125000 Penalty: 4602.026367
	Iteration 15Q: 3 clusters Score -1025248 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1025304.187500 Penalty: 4602.026367
	Iteration 16Q: 3 clusters Score -1025304 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1025360.750000 Penalty: 4602.026367
	Iteration 17Q: 3 clusters Score -1025361 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1025412.500000 Penalty: 4602.026367
	Iteration 18Q: 3 clusters Score -1025412 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1025456.062500 Penalty: 4602.026367
	Iteration 19Q: 3 clusters Score -1025456 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1025504.750000 Penalty: 4602.026367
	Iteration 20F: 3 clusters Score -1025505 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1025553.250000 Penalty: 4602.026367
	Iteration 21Q: 3 clusters Score -1025553 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1025601.625000 Penalty: 4602.026367
	Iteration 22Q: 3 clusters Score -1025602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1025631.875000 Penalty: 4602.026367
	Iteration 23Q: 3 clusters Score -1025632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1025650.875000 Penalty: 4602.026367
	Iteration 24Q: 3 clusters Score -1025651 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1025666.375000 Penalty: 4602.026367
	Iteration 25Q: 3 clusters Score -1025666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1025677.375000 Penalty: 4602.026367
	Iteration 26Q: 3 clusters Score -1025677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1025690.812500 Penalty: 4602.026367
	Iteration 27Q: 3 clusters Score -1025691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1025702.187500 Penalty: 4602.026367
	Iteration 28Q: 3 clusters Score -1025702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1025712.562500 Penalty: 4602.026367
	Iteration 29Q: 3 clusters Score -1025713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1025725.000000 Penalty: 4602.026367
	Iteration 30Q: 3 clusters Score -1025725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1025729.000000 Penalty: 4602.026367
	Iteration 31Q: 3 clusters Score -1025729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1025732.625000 Penalty: 4602.026367
	Iteration 32Q: 3 clusters Score -1025733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1025740.000000 Penalty: 4602.026367
	Iteration 33Q: 3 clusters Score -1025740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1025741.000000 Penalty: 4602.026367
	Iteration 34Q: 3 clusters Score -1025741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1025743.187500 Penalty: 4602.026367
	Iteration 35Q: 3 clusters Score -1025743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1025744.062500 Penalty: 4602.026367
	Iteration 36Q: 3 clusters Score -1025744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1025745.187500 Penalty: 4602.026367
	Iteration 37Q: 3 clusters Score -1025745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1025747.625000 Penalty: 4602.026367
	Iteration 38Q: 3 clusters Score -1025748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1025746.500000 Penalty: 4602.026367
	Iteration 39Q: 3 clusters Score -1025746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1025748.437500 Penalty: 4602.026367
	Iteration 40F: 3 clusters Score -1025748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1025747.312500 Penalty: 4602.026367
	Iteration 41Q: 3 clusters Score -1025747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1025748.437500 Penalty: 4602.026367
	Iteration 42Q: 3 clusters Score -1025748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1025749.250000 Penalty: 4602.026367
	Iteration 43Q: 3 clusters Score -1025749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1025748.250000 Penalty: 4602.026367
	Iteration 44Q: 3 clusters Score -1025748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1025747.687500 Penalty: 4602.026367
	Iteration 45Q: 3 clusters Score -1025748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1025747.937500 Penalty: 4602.026367
	Iteration 46Q: 3 clusters Score -1025748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1025748.000000 Penalty: 4602.026367
	Iteration 47Q: 3 clusters Score -1025748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1025748.000000 Penalty: 4602.026367
	Iteration 48F: 3 clusters Score -1025748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (156917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156917 members 
Entering Unmasked Estep 
Score: -15923553.000000 Penalty: 2966.941162
	Iteration 0F: 2 clusters Score -1.592355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78634 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
Score: -15818637.000000 Penalty: 5933.882324
	Iteration 0F: 3 clusters Score -1.581864e+07 nChanged 75047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 77812 members 
Entering Unmasked Estep 
Score: -15862081.000000 Penalty: 5933.882324
	Iteration 1F: 3 clusters Score -1.586208e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -15863411.000000 Penalty: 5933.882324
	Iteration 2Q: 3 clusters Score -1.586341e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 77637 members 
Entering Unmasked Estep 
Score: -15865512.000000 Penalty: 5933.882324
	Iteration 3Q: 3 clusters Score -1.586551e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 77473 members 
Entering Unmasked Estep 
Score: -15868397.000000 Penalty: 5933.882324
	Iteration 4Q: 3 clusters Score -1.58684e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79250 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
Score: -15872331.000000 Penalty: 5933.882324
	Iteration 5Q: 3 clusters Score -1.587233e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78573 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -15877452.000000 Penalty: 5933.882324
	Iteration 6F: 3 clusters Score -1.587745e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -15883544.000000 Penalty: 5933.882324
	Iteration 7F: 3 clusters Score -1.588354e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -15890027.000000 Penalty: 5933.882324
	Iteration 8F: 3 clusters Score -1.589003e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72782 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -15897032.000000 Penalty: 5933.882324
	Iteration 9F: 3 clusters Score -1.589703e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70400 members 
Mstep: Class 2 contains 86517 members 
Entering Unmasked Estep 
Score: -15902752.000000 Penalty: 5933.882324
	Iteration 10F: 3 clusters Score -1.590275e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 88589 members 
Entering Unmasked Estep 
Score: -15905920.000000 Penalty: 5933.882324
	Iteration 11Q: 3 clusters Score -1.590592e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 90683 members 
Entering Unmasked Estep 
Score: -15907741.000000 Penalty: 5933.882324
	Iteration 12Q: 3 clusters Score -1.590774e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -15908846.000000 Penalty: 5933.882324
	Iteration 13Q: 3 clusters Score -1.590885e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 94757 members 
Entering Unmasked Estep 
Score: -15909646.000000 Penalty: 5933.882324
	Iteration 14Q: 3 clusters Score -1.590965e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 96666 members 
Entering Unmasked Estep 
Score: -15910314.000000 Penalty: 5933.882324
	Iteration 15Q: 3 clusters Score -1.591031e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 98496 members 
Entering Unmasked Estep 
Score: -15910766.000000 Penalty: 5933.882324
	Iteration 16Q: 3 clusters Score -1.591077e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 100250 members 
Entering Unmasked Estep 
Score: -15911181.000000 Penalty: 5933.882324
	Iteration 17Q: 3 clusters Score -1.591118e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 101969 members 
Entering Unmasked Estep 
Score: -15911533.000000 Penalty: 5933.882324
	Iteration 18Q: 3 clusters Score -1.591153e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 103617 members 
Entering Unmasked Estep 
Score: -15911901.000000 Penalty: 5933.882324
	Iteration 19Q: 3 clusters Score -1.59119e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 105311 members 
Entering Unmasked Estep 
Score: -15912267.000000 Penalty: 5933.882324
	Iteration 20F: 3 clusters Score -1.591227e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 107008 members 
Entering Unmasked Estep 
Score: -15912657.000000 Penalty: 5933.882324
	Iteration 21Q: 3 clusters Score -1.591266e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 108683 members 
Entering Unmasked Estep 
Score: -15913047.000000 Penalty: 5933.882324
	Iteration 22Q: 3 clusters Score -1.591305e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 110368 members 
Entering Unmasked Estep 
Score: -15913354.000000 Penalty: 5933.882324
	Iteration 23Q: 3 clusters Score -1.591335e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 112022 members 
Entering Unmasked Estep 
Score: -15913682.000000 Penalty: 5933.882324
	Iteration 24Q: 3 clusters Score -1.591368e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 113623 members 
Entering Unmasked Estep 
Score: -15913976.000000 Penalty: 5933.882324
	Iteration 25Q: 3 clusters Score -1.591398e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 115222 members 
Entering Unmasked Estep 
Score: -15914404.000000 Penalty: 5933.882324
	Iteration 26Q: 3 clusters Score -1.59144e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 116831 members 
Entering Unmasked Estep 
Score: -15914771.000000 Penalty: 5933.882324
	Iteration 27Q: 3 clusters Score -1.591477e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 118489 members 
Entering Unmasked Estep 
Score: -15915179.000000 Penalty: 5933.882324
	Iteration 28Q: 3 clusters Score -1.591518e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 120064 members 
Entering Unmasked Estep 
Score: -15915531.000000 Penalty: 5933.882324
	Iteration 29Q: 3 clusters Score -1.591553e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 121582 members 
Entering Unmasked Estep 
Score: -15916003.000000 Penalty: 5933.882324
	Iteration 30Q: 3 clusters Score -1.5916e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 123073 members 
Entering Unmasked Estep 
Score: -15916312.000000 Penalty: 5933.882324
	Iteration 31Q: 3 clusters Score -1.591631e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 124527 members 
Entering Unmasked Estep 
Score: -15916614.000000 Penalty: 5933.882324
	Iteration 32Q: 3 clusters Score -1.591661e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 125957 members 
Entering Unmasked Estep 
Score: -15916995.000000 Penalty: 5933.882324
	Iteration 33Q: 3 clusters Score -1.5917e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 127263 members 
Entering Unmasked Estep 
Score: -15917383.000000 Penalty: 5933.882324
	Iteration 34Q: 3 clusters Score -1.591738e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 128504 members 
Entering Unmasked Estep 
Score: -15917596.000000 Penalty: 5933.882324
	Iteration 35Q: 3 clusters Score -1.59176e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 129687 members 
Entering Unmasked Estep 
Score: -15917829.000000 Penalty: 5933.882324
	Iteration 36Q: 3 clusters Score -1.591783e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 130838 members 
Entering Unmasked Estep 
Score: -15918025.000000 Penalty: 5933.882324
	Iteration 37Q: 3 clusters Score -1.591802e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 131921 members 
Entering Unmasked Estep 
Score: -15918283.000000 Penalty: 5933.882324
	Iteration 38Q: 3 clusters Score -1.591828e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 132908 members 
Entering Unmasked Estep 
Score: -15918486.000000 Penalty: 5933.882324
	Iteration 39Q: 3 clusters Score -1.591849e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 133817 members 
Entering Unmasked Estep 
Score: -15918647.000000 Penalty: 5933.882324
	Iteration 40F: 3 clusters Score -1.591865e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 134689 members 
Entering Unmasked Estep 
Score: -15918761.000000 Penalty: 5933.882324
	Iteration 41Q: 3 clusters Score -1.591876e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 135510 members 
Entering Unmasked Estep 
Score: -15918919.000000 Penalty: 5933.882324
	Iteration 42Q: 3 clusters Score -1.591892e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 136288 members 
Entering Unmasked Estep 
Score: -15919084.000000 Penalty: 5933.882324
	Iteration 43Q: 3 clusters Score -1.591908e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 137088 members 
Entering Unmasked Estep 
Score: -15919225.000000 Penalty: 5933.882324
	Iteration 44Q: 3 clusters Score -1.591922e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 137847 members 
Entering Unmasked Estep 
Score: -15919353.000000 Penalty: 5933.882324
	Iteration 45Q: 3 clusters Score -1.591935e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 138623 members 
Entering Unmasked Estep 
Score: -15919494.000000 Penalty: 5933.882324
	Iteration 46Q: 3 clusters Score -1.591949e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 139360 members 
Entering Unmasked Estep 
Score: -15919676.000000 Penalty: 5933.882324
	Iteration 47Q: 3 clusters Score -1.591968e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 140100 members 
Entering Unmasked Estep 
Score: -15919836.000000 Penalty: 5933.882324
	Iteration 48Q: 3 clusters Score -1.591984e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 140826 members 
Entering Unmasked Estep 
Score: -15919979.000000 Penalty: 5933.882324
	Iteration 49Q: 3 clusters Score -1.591998e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 141514 members 
Entering Unmasked Estep 
Score: -15920190.000000 Penalty: 5933.882324
	Iteration 50Q: 3 clusters Score -1.592019e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 142180 members 
Entering Unmasked Estep 
Score: -15920317.000000 Penalty: 5933.882324
	Iteration 51Q: 3 clusters Score -1.592032e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 142837 members 
Entering Unmasked Estep 
Score: -15920445.000000 Penalty: 5933.882324
	Iteration 52Q: 3 clusters Score -1.592044e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 143498 members 
Entering Unmasked Estep 
Score: -15920579.000000 Penalty: 5933.882324
	Iteration 53Q: 3 clusters Score -1.592058e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 144109 members 
Entering Unmasked Estep 
Score: -15920630.000000 Penalty: 5933.882324
	Iteration 54Q: 3 clusters Score -1.592063e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 144672 members 
Entering Unmasked Estep 
Score: -15920718.000000 Penalty: 5933.882324
	Iteration 55Q: 3 clusters Score -1.592072e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 145182 members 
Entering Unmasked Estep 
Score: -15920817.000000 Penalty: 5933.882324
	Iteration 56Q: 3 clusters Score -1.592082e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 145682 members 
Entering Unmasked Estep 
Score: -15920905.000000 Penalty: 5933.882324
	Iteration 57Q: 3 clusters Score -1.59209e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 146155 members 
Entering Unmasked Estep 
Score: -15920921.000000 Penalty: 5933.882324
	Iteration 58Q: 3 clusters Score -1.592092e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 146591 members 
Entering Unmasked Estep 
Score: -15920993.000000 Penalty: 5933.882324
	Iteration 59Q: 3 clusters Score -1.592099e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 147012 members 
Entering Unmasked Estep 
Score: -15921066.000000 Penalty: 5933.882324
	Iteration 60F: 3 clusters Score -1.592107e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 147415 members 
Entering Unmasked Estep 
Score: -15921124.000000 Penalty: 5933.882324
	Iteration 61Q: 3 clusters Score -1.592112e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 147802 members 
Entering Unmasked Estep 
Score: -15921174.000000 Penalty: 5933.882324
	Iteration 62Q: 3 clusters Score -1.592117e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 148141 members 
Entering Unmasked Estep 
Score: -15921249.000000 Penalty: 5933.882324
	Iteration 63Q: 3 clusters Score -1.592125e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 148458 members 
Entering Unmasked Estep 
Score: -15921369.000000 Penalty: 5933.882324
	Iteration 64Q: 3 clusters Score -1.592137e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 148751 members 
Entering Unmasked Estep 
Score: -15921381.000000 Penalty: 5933.882324
	Iteration 65Q: 3 clusters Score -1.592138e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 149057 members 
Entering Unmasked Estep 
Score: -15921473.000000 Penalty: 5933.882324
	Iteration 66Q: 3 clusters Score -1.592147e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 149315 members 
Entering Unmasked Estep 
Score: -15921532.000000 Penalty: 5933.882324
	Iteration 67Q: 3 clusters Score -1.592153e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 149566 members 
Entering Unmasked Estep 
Score: -15921624.000000 Penalty: 5933.882324
	Iteration 68Q: 3 clusters Score -1.592162e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 149805 members 
Entering Unmasked Estep 
Score: -15921615.000000 Penalty: 5933.882324
	Iteration 69Q: 3 clusters Score -1.592162e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 150027 members 
Entering Unmasked Estep 
Score: -15921627.000000 Penalty: 5933.882324
	Iteration 70Q: 3 clusters Score -1.592163e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 150220 members 
Entering Unmasked Estep 
Score: -15921640.000000 Penalty: 5933.882324
	Iteration 71Q: 3 clusters Score -1.592164e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 150391 members 
Entering Unmasked Estep 
Score: -15921693.000000 Penalty: 5933.882324
	Iteration 72Q: 3 clusters Score -1.592169e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 150542 members 
Entering Unmasked Estep 
Score: -15921702.000000 Penalty: 5933.882324
	Iteration 73Q: 3 clusters Score -1.59217e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 150688 members 
Entering Unmasked Estep 
Score: -15921720.000000 Penalty: 5933.882324
	Iteration 74Q: 3 clusters Score -1.592172e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 150821 members 
Entering Unmasked Estep 
Score: -15921766.000000 Penalty: 5933.882324
	Iteration 75Q: 3 clusters Score -1.592177e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 150955 members 
Entering Unmasked Estep 
Score: -15921762.000000 Penalty: 5933.882324
	Iteration 76Q: 3 clusters Score -1.592176e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 151072 members 
Entering Unmasked Estep 
Score: -15921796.000000 Penalty: 5933.882324
	Iteration 77Q: 3 clusters Score -1.59218e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 151177 members 
Entering Unmasked Estep 
Score: -15921820.000000 Penalty: 5933.882324
	Iteration 78Q: 3 clusters Score -1.592182e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 151268 members 
Entering Unmasked Estep 
Score: -15921827.000000 Penalty: 5933.882324
	Iteration 79Q: 3 clusters Score -1.592183e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 151367 members 
Entering Unmasked Estep 
Score: -15921841.000000 Penalty: 5933.882324
	Iteration 80F: 3 clusters Score -1.592184e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 151451 members 
Entering Unmasked Estep 
Score: -15921876.000000 Penalty: 5933.882324
	Iteration 81Q: 3 clusters Score -1.592188e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 151541 members 
Entering Unmasked Estep 
Score: -15921857.000000 Penalty: 5933.882324
	Iteration 82Q: 3 clusters Score -1.592186e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 151613 members 
Entering Unmasked Estep 
Score: -15921859.000000 Penalty: 5933.882324
	Iteration 83Q: 3 clusters Score -1.592186e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 151683 members 
Entering Unmasked Estep 
Score: -15921864.000000 Penalty: 5933.882324
	Iteration 84Q: 3 clusters Score -1.592186e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 151756 members 
Entering Unmasked Estep 
Score: -15921875.000000 Penalty: 5933.882324
	Iteration 85Q: 3 clusters Score -1.592188e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 151812 members 
Entering Unmasked Estep 
Score: -15921876.000000 Penalty: 5933.882324
	Iteration 86Q: 3 clusters Score -1.592188e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 151866 members 
Entering Unmasked Estep 
Score: -15921870.000000 Penalty: 5933.882324
	Iteration 87Q: 3 clusters Score -1.592187e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 151910 members 
Entering Unmasked Estep 
Score: -15921886.000000 Penalty: 5933.882324
	Iteration 88Q: 3 clusters Score -1.592189e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 151948 members 
Entering Unmasked Estep 
Score: -15921908.000000 Penalty: 5933.882324
	Iteration 89Q: 3 clusters Score -1.592191e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 151982 members 
Entering Unmasked Estep 
Score: -15921898.000000 Penalty: 5933.882324
	Iteration 90Q: 3 clusters Score -1.59219e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 152015 members 
Entering Unmasked Estep 
Score: -15921904.000000 Penalty: 5933.882324
	Iteration 91Q: 3 clusters Score -1.59219e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 152051 members 
Entering Unmasked Estep 
Score: -15921906.000000 Penalty: 5933.882324
	Iteration 92Q: 3 clusters Score -1.592191e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 152092 members 
Entering Unmasked Estep 
Score: -15921904.000000 Penalty: 5933.882324
	Iteration 93Q: 3 clusters Score -1.59219e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 152122 members 
Entering Unmasked Estep 
Score: -15921892.000000 Penalty: 5933.882324
	Iteration 94Q: 3 clusters Score -1.592189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 152144 members 
Entering Unmasked Estep 
Score: -15921911.000000 Penalty: 5933.882324
	Iteration 95Q: 3 clusters Score -1.592191e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 152168 members 
Entering Unmasked Estep 
Score: -15921915.000000 Penalty: 5933.882324
	Iteration 96Q: 3 clusters Score -1.592192e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 152195 members 
Entering Unmasked Estep 
Score: -15921918.000000 Penalty: 5933.882324
	Iteration 97Q: 3 clusters Score -1.592192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 152211 members 
Entering Unmasked Estep 
Score: -15921912.000000 Penalty: 5933.882324
	Iteration 98Q: 3 clusters Score -1.592191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 152222 members 
Entering Unmasked Estep 
Score: -15921904.000000 Penalty: 5933.882324
	Iteration 99Q: 3 clusters Score -1.59219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 152232 members 
Entering Unmasked Estep 
Score: -15921931.000000 Penalty: 5933.882324
	Iteration 100F: 3 clusters Score -1.592193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 152243 members 
Entering Unmasked Estep 
Score: -15921928.000000 Penalty: 5933.882324
	Iteration 101Q: 3 clusters Score -1.592193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 152252 members 
Entering Unmasked Estep 
Score: -15921926.000000 Penalty: 5933.882324
	Iteration 102Q: 3 clusters Score -1.592193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 152257 members 
Entering Unmasked Estep 
Score: -15921918.000000 Penalty: 5933.882324
	Iteration 103Q: 3 clusters Score -1.592192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 152265 members 
Entering Unmasked Estep 
Score: -15921925.000000 Penalty: 5933.882324
	Iteration 104Q: 3 clusters Score -1.592192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 152272 members 
Entering Unmasked Estep 
Score: -15921920.000000 Penalty: 5933.882324
	Iteration 105Q: 3 clusters Score -1.592192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 152284 members 
Entering Unmasked Estep 
Score: -15921935.000000 Penalty: 5933.882324
	Iteration 106Q: 3 clusters Score -1.592194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 152294 members 
Entering Unmasked Estep 
Score: -15921929.000000 Penalty: 5933.882324
	Iteration 107Q: 3 clusters Score -1.592193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 152304 members 
Entering Unmasked Estep 
Score: -15921924.000000 Penalty: 5933.882324
	Iteration 108Q: 3 clusters Score -1.592192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 152314 members 
Entering Unmasked Estep 
Score: -15921931.000000 Penalty: 5933.882324
	Iteration 109Q: 3 clusters Score -1.592193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 152325 members 
Entering Unmasked Estep 
Score: -15921928.000000 Penalty: 5933.882324
	Iteration 110Q: 3 clusters Score -1.592193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 152331 members 
Entering Unmasked Estep 
Score: -15921921.000000 Penalty: 5933.882324
	Iteration 111Q: 3 clusters Score -1.592192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 152338 members 
Entering Unmasked Estep 
Score: -15921925.000000 Penalty: 5933.882324
	Iteration 112Q: 3 clusters Score -1.592192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 152341 members 
Entering Unmasked Estep 
Score: -15921930.000000 Penalty: 5933.882324
	Iteration 113Q: 3 clusters Score -1.592193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 152345 members 
Entering Unmasked Estep 
Score: -15921930.000000 Penalty: 5933.882324
	Iteration 114Q: 3 clusters Score -1.592193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 152348 members 
Entering Unmasked Estep 
Score: -15921931.000000 Penalty: 5933.882324
	Iteration 115Q: 3 clusters Score -1.592193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 152349 members 
Entering Unmasked Estep 
Score: -15921935.000000 Penalty: 5933.882324
	Iteration 116Q: 3 clusters Score -1.592194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 152349 members 
Entering Unmasked Estep 
Score: -15921935.000000 Penalty: 5933.882324
	Iteration 117F: 3 clusters Score -1.592194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Entering Unmasked Estep 
Score: -1304010.250000 Penalty: 2352.641113
	Iteration 0F: 2 clusters Score -1304010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1294388.750000 Penalty: 4705.282227
	Iteration 0F: 3 clusters Score -1294389 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1297570.375000 Penalty: 4705.282227
	Iteration 1F: 3 clusters Score -1297570 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1298295.750000 Penalty: 4705.282227
	Iteration 2F: 3 clusters Score -1298296 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1299025.000000 Penalty: 4705.282227
	Iteration 3F: 3 clusters Score -1299025 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1299702.500000 Penalty: 4705.282227
	Iteration 4F: 3 clusters Score -1299702 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1300267.625000 Penalty: 4705.282227
	Iteration 5F: 3 clusters Score -1300268 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1300731.250000 Penalty: 4705.282227
	Iteration 6F: 3 clusters Score -1300731 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1301064.750000 Penalty: 4705.282227
	Iteration 7Q: 3 clusters Score -1301065 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1301341.750000 Penalty: 4705.282227
	Iteration 8Q: 3 clusters Score -1301342 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1301572.250000 Penalty: 4705.282227
	Iteration 9Q: 3 clusters Score -1301572 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1301805.125000 Penalty: 4705.282227
	Iteration 10Q: 3 clusters Score -1301805 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1301976.750000 Penalty: 4705.282227
	Iteration 11Q: 3 clusters Score -1301977 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1302093.125000 Penalty: 4705.282227
	Iteration 12Q: 3 clusters Score -1302093 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1302187.625000 Penalty: 4705.282227
	Iteration 13Q: 3 clusters Score -1302188 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1302261.250000 Penalty: 4705.282227
	Iteration 14Q: 3 clusters Score -1302261 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1302328.500000 Penalty: 4705.282227
	Iteration 15Q: 3 clusters Score -1302328 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1302397.250000 Penalty: 4705.282227
	Iteration 16Q: 3 clusters Score -1302397 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1302449.875000 Penalty: 4705.282227
	Iteration 17Q: 3 clusters Score -1302450 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1302494.625000 Penalty: 4705.282227
	Iteration 18Q: 3 clusters Score -1302495 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1302530.125000 Penalty: 4705.282227
	Iteration 19Q: 3 clusters Score -1302530 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1302576.875000 Penalty: 4705.282227
	Iteration 20F: 3 clusters Score -1302577 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1302612.000000 Penalty: 4705.282227
	Iteration 21Q: 3 clusters Score -1302612 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1302646.125000 Penalty: 4705.282227
	Iteration 22Q: 3 clusters Score -1302646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1302678.625000 Penalty: 4705.282227
	Iteration 23Q: 3 clusters Score -1302679 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1302711.625000 Penalty: 4705.282227
	Iteration 24Q: 3 clusters Score -1302712 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1302765.500000 Penalty: 4705.282227
	Iteration 25Q: 3 clusters Score -1302766 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1302859.500000 Penalty: 4705.282227
	Iteration 26Q: 3 clusters Score -1302860 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1303011.250000 Penalty: 4705.282227
	Iteration 27Q: 3 clusters Score -1303011 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1303235.000000 Penalty: 4705.282227
	Iteration 28Q: 3 clusters Score -1303235 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1303390.125000 Penalty: 4705.282227
	Iteration 29Q: 3 clusters Score -1303390 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1303507.375000 Penalty: 4705.282227
	Iteration 30Q: 3 clusters Score -1303507 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1303618.875000 Penalty: 4705.282227
	Iteration 31Q: 3 clusters Score -1303619 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1303676.125000 Penalty: 4705.282227
	Iteration 32Q: 3 clusters Score -1303676 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1303723.250000 Penalty: 4705.282227
	Iteration 33Q: 3 clusters Score -1303723 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1303777.875000 Penalty: 4705.282227
	Iteration 34Q: 3 clusters Score -1303778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1303812.250000 Penalty: 4705.282227
	Iteration 35Q: 3 clusters Score -1303812 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1303866.375000 Penalty: 4705.282227
	Iteration 36Q: 3 clusters Score -1303866 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1303894.000000 Penalty: 4705.282227
	Iteration 37Q: 3 clusters Score -1303894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1303921.625000 Penalty: 4705.282227
	Iteration 38Q: 3 clusters Score -1303922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1303944.625000 Penalty: 4705.282227
	Iteration 39Q: 3 clusters Score -1303945 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1304007.000000 Penalty: 4705.282227
	Iteration 40F: 3 clusters Score -1304007 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1304031.125000 Penalty: 4705.282227
	Iteration 41Q: 3 clusters Score -1304031 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1304044.500000 Penalty: 4705.282227
	Iteration 42Q: 3 clusters Score -1304044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1304053.000000 Penalty: 4705.282227
	Iteration 43Q: 3 clusters Score -1304053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1304063.375000 Penalty: 4705.282227
	Iteration 44Q: 3 clusters Score -1304063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1304066.375000 Penalty: 4705.282227
	Iteration 45Q: 3 clusters Score -1304066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1304071.125000 Penalty: 4705.282227
	Iteration 46Q: 3 clusters Score -1304071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1304075.000000 Penalty: 4705.282227
	Iteration 47Q: 3 clusters Score -1304075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1304076.375000 Penalty: 4705.282227
	Iteration 48Q: 3 clusters Score -1304076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1304079.875000 Penalty: 4705.282227
	Iteration 49Q: 3 clusters Score -1304080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1304080.625000 Penalty: 4705.282227
	Iteration 50Q: 3 clusters Score -1304081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1304081.750000 Penalty: 4705.282227
	Iteration 51Q: 3 clusters Score -1304082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1304081.625000 Penalty: 4705.282227
	Iteration 52Q: 3 clusters Score -1304082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1304084.250000 Penalty: 4705.282227
	Iteration 53Q: 3 clusters Score -1304084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1304082.875000 Penalty: 4705.282227
	Iteration 54Q: 3 clusters Score -1304083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1304081.875000 Penalty: 4705.282227
	Iteration 55Q: 3 clusters Score -1304082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1304084.375000 Penalty: 4705.282227
	Iteration 56Q: 3 clusters Score -1304084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1304087.125000 Penalty: 4705.282227
	Iteration 57Q: 3 clusters Score -1304087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1304082.875000 Penalty: 4705.282227
	Iteration 58Q: 3 clusters Score -1304083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1304085.875000 Penalty: 4705.282227
	Iteration 59Q: 3 clusters Score -1304086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1304088.000000 Penalty: 4705.282227
	Iteration 60F: 3 clusters Score -1304088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1304089.250000 Penalty: 4705.282227
	Iteration 61Q: 3 clusters Score -1304089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1304090.375000 Penalty: 4705.282227
	Iteration 62Q: 3 clusters Score -1304090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1304091.125000 Penalty: 4705.282227
	Iteration 63Q: 3 clusters Score -1304091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1304093.875000 Penalty: 4705.282227
	Iteration 64Q: 3 clusters Score -1304094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1304092.750000 Penalty: 4705.282227
	Iteration 65Q: 3 clusters Score -1304093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1304094.000000 Penalty: 4705.282227
	Iteration 66Q: 3 clusters Score -1304094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1304095.625000 Penalty: 4705.282227
	Iteration 67Q: 3 clusters Score -1304096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1304096.125000 Penalty: 4705.282227
	Iteration 68Q: 3 clusters Score -1304096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1304097.750000 Penalty: 4705.282227
	Iteration 69Q: 3 clusters Score -1304098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1304102.250000 Penalty: 4705.282227
	Iteration 70Q: 3 clusters Score -1304102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1304104.125000 Penalty: 4705.282227
	Iteration 71Q: 3 clusters Score -1304104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1304105.000000 Penalty: 4705.282227
	Iteration 72Q: 3 clusters Score -1304105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1304103.500000 Penalty: 4705.282227
	Iteration 73Q: 3 clusters Score -1304104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1304105.000000 Penalty: 4705.282227
	Iteration 74Q: 3 clusters Score -1304105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1304108.375000 Penalty: 4705.282227
	Iteration 75Q: 3 clusters Score -1304108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1304108.250000 Penalty: 4705.282227
	Iteration 76Q: 3 clusters Score -1304108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1304110.625000 Penalty: 4705.282227
	Iteration 77Q: 3 clusters Score -1304111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1304110.750000 Penalty: 4705.282227
	Iteration 78Q: 3 clusters Score -1304111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1304110.375000 Penalty: 4705.282227
	Iteration 79Q: 3 clusters Score -1304110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1304111.750000 Penalty: 4705.282227
	Iteration 80F: 3 clusters Score -1304112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1304112.125000 Penalty: 4705.282227
	Iteration 81Q: 3 clusters Score -1304112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1304112.125000 Penalty: 4705.282227
	Iteration 82F: 3 clusters Score -1304112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 16361 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 156917 members 
Mstep: Class 8 contains 9041 members 
Mstep: Class 9 contains 24805 members 
Mstep: Class 10 contains 41416 members 
Mstep: Class 11 contains 40365 members 
Mstep: Class 12 contains 36646 members 
Mstep: Class 13 contains 60699 members 
Mstep: Class 14 contains 16365 members 
Mstep: Class 15 contains 16596 members 
Mstep: Class 16 contains 287416 members 
Mstep: Class 17 contains 47468 members 
Mstep: Class 18 contains 2117 members 
Mstep: Class 19 contains 239997 members 
Mstep: Class 20 contains 38663 members 
Mstep: Class 21 contains 11551 members 
Mstep: Class 22 contains 161877 members 
Mstep: Class 23 contains 16845 members 
Mstep: Class 24 contains 264666 members 
Mstep: Class 25 contains 15104 members 
Mstep: Class 26 contains 24551 members 
Mstep: Class 27 contains 30818 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 19078 members 
Mstep: Class 30 contains 4139 members 
Entering Unmasked Estep 
Score: -157118896.000000 Penalty: 106369.406250
Splitting cluster 8 changes total score from -157119968.000000 to -157118896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (24805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Entering Unmasked Estep 
Score: -2438165.750000 Penalty: 2509.462402
	Iteration 0F: 2 clusters Score -2438166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2420984.500000 Penalty: 5018.924805
	Iteration 0F: 3 clusters Score -2420984 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2427372.250000 Penalty: 5018.924805
	Iteration 1F: 3 clusters Score -2427372 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2428468.750000 Penalty: 5018.924805
	Iteration 2F: 3 clusters Score -2428469 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2429938.500000 Penalty: 5018.924805
	Iteration 3F: 3 clusters Score -2429938 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2431684.500000 Penalty: 5018.924805
	Iteration 4F: 3 clusters Score -2431684 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2433494.000000 Penalty: 5018.924805
	Iteration 5F: 3 clusters Score -2433494 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2435025.250000 Penalty: 5018.924805
	Iteration 6F: 3 clusters Score -2435025 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2436296.000000 Penalty: 5018.924805
	Iteration 7Q: 3 clusters Score -2436296 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2437157.750000 Penalty: 5018.924805
	Iteration 8Q: 3 clusters Score -2437158 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2437619.250000 Penalty: 5018.924805
	Iteration 9Q: 3 clusters Score -2437619 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2437867.250000 Penalty: 5018.924805
	Iteration 10Q: 3 clusters Score -2437867 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2437984.500000 Penalty: 5018.924805
	Iteration 11Q: 3 clusters Score -2437984 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2438049.750000 Penalty: 5018.924805
	Iteration 12Q: 3 clusters Score -2438050 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2438097.250000 Penalty: 5018.924805
	Iteration 13Q: 3 clusters Score -2438097 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2438123.500000 Penalty: 5018.924805
	Iteration 14Q: 3 clusters Score -2438124 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2438146.250000 Penalty: 5018.924805
	Iteration 15Q: 3 clusters Score -2438146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2438149.500000 Penalty: 5018.924805
	Iteration 16Q: 3 clusters Score -2438150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2438151.250000 Penalty: 5018.924805
	Iteration 17Q: 3 clusters Score -2438151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2438150.750000 Penalty: 5018.924805
	Iteration 18Q: 3 clusters Score -2438151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2438152.000000 Penalty: 5018.924805
	Iteration 19Q: 3 clusters Score -2438152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2438154.250000 Penalty: 5018.924805
	Iteration 20F: 3 clusters Score -2438154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2438152.750000 Penalty: 5018.924805
	Iteration 21Q: 3 clusters Score -2438153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2438155.000000 Penalty: 5018.924805
	Iteration 22Q: 3 clusters Score -2438155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2438149.750000 Penalty: 5018.924805
	Iteration 23Q: 3 clusters Score -2438150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2438150.750000 Penalty: 5018.924805
	Iteration 24Q: 3 clusters Score -2438151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2438150.750000 Penalty: 5018.924805
	Iteration 25F: 3 clusters Score -2438151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Entering Unmasked Estep 
Score: -4224512.000000 Penalty: 2636.593018
	Iteration 0F: 2 clusters Score -4224512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -4196343.000000 Penalty: 5273.186035
	Iteration 0F: 3 clusters Score -4196343 nChanged 19072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -4206930.500000 Penalty: 5273.186035
	Iteration 1F: 3 clusters Score -4206930 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4207380.500000 Penalty: 5273.186035
	Iteration 2Q: 3 clusters Score -4207380 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -4207822.000000 Penalty: 5273.186035
	Iteration 3Q: 3 clusters Score -4207822 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -4208298.000000 Penalty: 5273.186035
	Iteration 4Q: 3 clusters Score -4208298 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -4208882.500000 Penalty: 5273.186035
	Iteration 5Q: 3 clusters Score -4208882 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -4209589.000000 Penalty: 5273.186035
	Iteration 6Q: 3 clusters Score -4209589 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -4210500.500000 Penalty: 5273.186035
	Iteration 7Q: 3 clusters Score -4210500 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -4211718.500000 Penalty: 5273.186035
	Iteration 8Q: 3 clusters Score -4211718 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -4213325.000000 Penalty: 5273.186035
	Iteration 9F: 3 clusters Score -4213325 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -4215129.000000 Penalty: 5273.186035
	Iteration 10F: 3 clusters Score -4215129 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -4216990.500000 Penalty: 5273.186035
	Iteration 11F: 3 clusters Score -4216990 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -4218719.500000 Penalty: 5273.186035
	Iteration 12Q: 3 clusters Score -4218720 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4220007.000000 Penalty: 5273.186035
	Iteration 13Q: 3 clusters Score -4220007 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4220832.500000 Penalty: 5273.186035
	Iteration 14Q: 3 clusters Score -4220832 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4221387.500000 Penalty: 5273.186035
	Iteration 15Q: 3 clusters Score -4221388 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4221711.500000 Penalty: 5273.186035
	Iteration 16Q: 3 clusters Score -4221712 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4221876.500000 Penalty: 5273.186035
	Iteration 17Q: 3 clusters Score -4221876 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4221986.000000 Penalty: 5273.186035
	Iteration 18Q: 3 clusters Score -4221986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4222056.500000 Penalty: 5273.186035
	Iteration 19Q: 3 clusters Score -4222056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4222110.500000 Penalty: 5273.186035
	Iteration 20F: 3 clusters Score -4222110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4222148.500000 Penalty: 5273.186035
	Iteration 21Q: 3 clusters Score -4222148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4222174.000000 Penalty: 5273.186035
	Iteration 22Q: 3 clusters Score -4222174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4222186.500000 Penalty: 5273.186035
	Iteration 23Q: 3 clusters Score -4222186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4222204.000000 Penalty: 5273.186035
	Iteration 24Q: 3 clusters Score -4222204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4222211.500000 Penalty: 5273.186035
	Iteration 25Q: 3 clusters Score -4222212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4222223.500000 Penalty: 5273.186035
	Iteration 26Q: 3 clusters Score -4222224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4222232.500000 Penalty: 5273.186035
	Iteration 27Q: 3 clusters Score -4222232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4222244.500000 Penalty: 5273.186035
	Iteration 28Q: 3 clusters Score -4222244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4222251.500000 Penalty: 5273.186035
	Iteration 29Q: 3 clusters Score -4222252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4222255.000000 Penalty: 5273.186035
	Iteration 30Q: 3 clusters Score -4222255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4222256.000000 Penalty: 5273.186035
	Iteration 31Q: 3 clusters Score -4222256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4222262.500000 Penalty: 5273.186035
	Iteration 32Q: 3 clusters Score -4222262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4222267.000000 Penalty: 5273.186035
	Iteration 33Q: 3 clusters Score -4222267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4222268.500000 Penalty: 5273.186035
	Iteration 34Q: 3 clusters Score -4222268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4222265.500000 Penalty: 5273.186035
	Iteration 35Q: 3 clusters Score -4222266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4222265.500000 Penalty: 5273.186035
	Iteration 36F: 3 clusters Score -4222266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Entering Unmasked Estep 
Score: -3990691.500000 Penalty: 2630.218262
	Iteration 0F: 2 clusters Score -3990692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3963311.750000 Penalty: 5260.436523
	Iteration 0F: 3 clusters Score -3963312 nChanged 18521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3973483.000000 Penalty: 5260.436523
	Iteration 1F: 3 clusters Score -3973483 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3974090.250000 Penalty: 5260.436523
	Iteration 2Q: 3 clusters Score -3974090 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -3974633.500000 Penalty: 5260.436523
	Iteration 3Q: 3 clusters Score -3974634 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3975236.250000 Penalty: 5260.436523
	Iteration 4Q: 3 clusters Score -3975236 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -3975919.000000 Penalty: 5260.436523
	Iteration 5Q: 3 clusters Score -3975919 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3976837.250000 Penalty: 5260.436523
	Iteration 6Q: 3 clusters Score -3976837 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3978130.500000 Penalty: 5260.436523
	Iteration 7F: 3 clusters Score -3978130 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3979614.250000 Penalty: 5260.436523
	Iteration 8F: 3 clusters Score -3979614 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3981371.500000 Penalty: 5260.436523
	Iteration 9F: 3 clusters Score -3981372 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3983087.500000 Penalty: 5260.436523
	Iteration 10F: 3 clusters Score -3983088 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -3984540.500000 Penalty: 5260.436523
	Iteration 11Q: 3 clusters Score -3984540 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -3985734.250000 Penalty: 5260.436523
	Iteration 12Q: 3 clusters Score -3985734 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3986563.500000 Penalty: 5260.436523
	Iteration 13Q: 3 clusters Score -3986564 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3987167.250000 Penalty: 5260.436523
	Iteration 14Q: 3 clusters Score -3987167 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3987615.250000 Penalty: 5260.436523
	Iteration 15Q: 3 clusters Score -3987615 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3987933.250000 Penalty: 5260.436523
	Iteration 16Q: 3 clusters Score -3987933 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3988123.500000 Penalty: 5260.436523
	Iteration 17Q: 3 clusters Score -3988124 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3988268.500000 Penalty: 5260.436523
	Iteration 18Q: 3 clusters Score -3988268 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3988365.750000 Penalty: 5260.436523
	Iteration 19Q: 3 clusters Score -3988366 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3988419.250000 Penalty: 5260.436523
	Iteration 20F: 3 clusters Score -3988419 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3988454.750000 Penalty: 5260.436523
	Iteration 21Q: 3 clusters Score -3988455 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3988479.750000 Penalty: 5260.436523
	Iteration 22Q: 3 clusters Score -3988480 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3988501.750000 Penalty: 5260.436523
	Iteration 23Q: 3 clusters Score -3988502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3988524.250000 Penalty: 5260.436523
	Iteration 24Q: 3 clusters Score -3988524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3988544.750000 Penalty: 5260.436523
	Iteration 25Q: 3 clusters Score -3988545 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3988567.750000 Penalty: 5260.436523
	Iteration 26Q: 3 clusters Score -3988568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3988595.250000 Penalty: 5260.436523
	Iteration 27Q: 3 clusters Score -3988595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3988602.250000 Penalty: 5260.436523
	Iteration 28Q: 3 clusters Score -3988602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3988620.000000 Penalty: 5260.436523
	Iteration 29Q: 3 clusters Score -3988620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3988615.750000 Penalty: 5260.436523
	Iteration 30Q: 3 clusters Score -3988616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3988619.750000 Penalty: 5260.436523
	Iteration 31Q: 3 clusters Score -3988620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3988621.500000 Penalty: 5260.436523
	Iteration 32Q: 3 clusters Score -3988622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3988620.750000 Penalty: 5260.436523
	Iteration 33Q: 3 clusters Score -3988621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3988632.000000 Penalty: 5260.436523
	Iteration 34Q: 3 clusters Score -3988632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3988640.500000 Penalty: 5260.436523
	Iteration 35Q: 3 clusters Score -3988640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3988640.000000 Penalty: 5260.436523
	Iteration 36Q: 3 clusters Score -3988640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3988647.000000 Penalty: 5260.436523
	Iteration 37Q: 3 clusters Score -3988647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3988647.000000 Penalty: 5260.436523
	Iteration 38Q: 3 clusters Score -3988647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3988647.000000 Penalty: 5260.436523
	Iteration 39Q: 3 clusters Score -3988647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3988652.500000 Penalty: 5260.436523
	Iteration 40F: 3 clusters Score -3988652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3988653.250000 Penalty: 5260.436523
	Iteration 41Q: 3 clusters Score -3988653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3988653.000000 Penalty: 5260.436523
	Iteration 42Q: 3 clusters Score -3988653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3988651.000000 Penalty: 5260.436523
	Iteration 43Q: 3 clusters Score -3988651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3988653.000000 Penalty: 5260.436523
	Iteration 44Q: 3 clusters Score -3988653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3988655.000000 Penalty: 5260.436523
	Iteration 45Q: 3 clusters Score -3988655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3988653.500000 Penalty: 5260.436523
	Iteration 46Q: 3 clusters Score -3988654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3988659.250000 Penalty: 5260.436523
	Iteration 47Q: 3 clusters Score -3988659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3988664.750000 Penalty: 5260.436523
	Iteration 48Q: 3 clusters Score -3988665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3988664.750000 Penalty: 5260.436523
	Iteration 49F: 3 clusters Score -3988665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Entering Unmasked Estep 
Score: -3564043.750000 Penalty: 2606.246826
	Iteration 0F: 2 clusters Score -3564044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -3539161.250000 Penalty: 5212.493652
	Iteration 0F: 3 clusters Score -3539161 nChanged 16653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -3548567.750000 Penalty: 5212.493652
	Iteration 1F: 3 clusters Score -3548568 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3549352.000000 Penalty: 5212.493652
	Iteration 2F: 3 clusters Score -3549352 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3550221.750000 Penalty: 5212.493652
	Iteration 3F: 3 clusters Score -3550222 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3551222.250000 Penalty: 5212.493652
	Iteration 4F: 3 clusters Score -3551222 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3552256.250000 Penalty: 5212.493652
	Iteration 5F: 3 clusters Score -3552256 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3553368.750000 Penalty: 5212.493652
	Iteration 6F: 3 clusters Score -3553369 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3554548.000000 Penalty: 5212.493652
	Iteration 7F: 3 clusters Score -3554548 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3555787.750000 Penalty: 5212.493652
	Iteration 8F: 3 clusters Score -3555788 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3557102.000000 Penalty: 5212.493652
	Iteration 9F: 3 clusters Score -3557102 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -3558408.750000 Penalty: 5212.493652
	Iteration 10Q: 3 clusters Score -3558409 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3559607.000000 Penalty: 5212.493652
	Iteration 11Q: 3 clusters Score -3559607 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3560644.500000 Penalty: 5212.493652
	Iteration 12Q: 3 clusters Score -3560644 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3561389.500000 Penalty: 5212.493652
	Iteration 13Q: 3 clusters Score -3561390 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3561937.750000 Penalty: 5212.493652
	Iteration 14Q: 3 clusters Score -3561938 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3562258.750000 Penalty: 5212.493652
	Iteration 15Q: 3 clusters Score -3562259 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3562513.000000 Penalty: 5212.493652
	Iteration 16Q: 3 clusters Score -3562513 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3562657.500000 Penalty: 5212.493652
	Iteration 17Q: 3 clusters Score -3562658 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3562759.750000 Penalty: 5212.493652
	Iteration 18Q: 3 clusters Score -3562760 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3562811.500000 Penalty: 5212.493652
	Iteration 19Q: 3 clusters Score -3562812 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3562854.250000 Penalty: 5212.493652
	Iteration 20F: 3 clusters Score -3562854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3562878.750000 Penalty: 5212.493652
	Iteration 21Q: 3 clusters Score -3562879 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3562901.250000 Penalty: 5212.493652
	Iteration 22Q: 3 clusters Score -3562901 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3562907.000000 Penalty: 5212.493652
	Iteration 23Q: 3 clusters Score -3562907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3562906.750000 Penalty: 5212.493652
	Iteration 24Q: 3 clusters Score -3562907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3562919.250000 Penalty: 5212.493652
	Iteration 25Q: 3 clusters Score -3562919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3562924.500000 Penalty: 5212.493652
	Iteration 26Q: 3 clusters Score -3562924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3562919.000000 Penalty: 5212.493652
	Iteration 27Q: 3 clusters Score -3562919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3562922.000000 Penalty: 5212.493652
	Iteration 28Q: 3 clusters Score -3562922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3562928.500000 Penalty: 5212.493652
	Iteration 29Q: 3 clusters Score -3562928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3562927.750000 Penalty: 5212.493652
	Iteration 30Q: 3 clusters Score -3562928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3562930.500000 Penalty: 5212.493652
	Iteration 31Q: 3 clusters Score -3562930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3562930.750000 Penalty: 5212.493652
	Iteration 32Q: 3 clusters Score -3562931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3562935.500000 Penalty: 5212.493652
	Iteration 33Q: 3 clusters Score -3562936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3562939.000000 Penalty: 5212.493652
	Iteration 34Q: 3 clusters Score -3562939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3562942.000000 Penalty: 5212.493652
	Iteration 35Q: 3 clusters Score -3562942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3562947.250000 Penalty: 5212.493652
	Iteration 36Q: 3 clusters Score -3562947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3562942.750000 Penalty: 5212.493652
	Iteration 37Q: 3 clusters Score -3562943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3562946.500000 Penalty: 5212.493652
	Iteration 38Q: 3 clusters Score -3562946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3562948.250000 Penalty: 5212.493652
	Iteration 39Q: 3 clusters Score -3562948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3562945.250000 Penalty: 5212.493652
	Iteration 40F: 3 clusters Score -3562945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3562951.750000 Penalty: 5212.493652
	Iteration 41Q: 3 clusters Score -3562952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3562950.250000 Penalty: 5212.493652
	Iteration 42Q: 3 clusters Score -3562950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3562949.750000 Penalty: 5212.493652
	Iteration 43Q: 3 clusters Score -3562950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3562952.000000 Penalty: 5212.493652
	Iteration 44Q: 3 clusters Score -3562952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3562951.750000 Penalty: 5212.493652
	Iteration 45Q: 3 clusters Score -3562952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3562958.500000 Penalty: 5212.493652
	Iteration 46Q: 3 clusters Score -3562958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3562964.000000 Penalty: 5212.493652
	Iteration 47Q: 3 clusters Score -3562964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3562960.000000 Penalty: 5212.493652
	Iteration 48Q: 3 clusters Score -3562960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3562963.500000 Penalty: 5212.493652
	Iteration 49Q: 3 clusters Score -3562964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3562961.000000 Penalty: 5212.493652
	Iteration 50Q: 3 clusters Score -3562961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3562961.000000 Penalty: 5212.493652
	Iteration 51F: 3 clusters Score -3562961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (60699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Entering Unmasked Estep 
Score: -6091374.000000 Penalty: 2731.393311
	Iteration 0F: 2 clusters Score -6091374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -6050840.000000 Penalty: 5462.786621
	Iteration 0F: 3 clusters Score -6050840 nChanged 28097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -6066459.500000 Penalty: 5462.786621
	Iteration 1F: 3 clusters Score -6066460 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -6067145.500000 Penalty: 5462.786621
	Iteration 2Q: 3 clusters Score -6067146 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -6067986.500000 Penalty: 5462.786621
	Iteration 3Q: 3 clusters Score -6067986 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -6069168.500000 Penalty: 5462.786621
	Iteration 4Q: 3 clusters Score -6069168 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -6071035.000000 Penalty: 5462.786621
	Iteration 5F: 3 clusters Score -6071035 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -6073939.500000 Penalty: 5462.786621
	Iteration 6F: 3 clusters Score -6073940 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -6077886.000000 Penalty: 5462.786621
	Iteration 7F: 3 clusters Score -6077886 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -6081798.000000 Penalty: 5462.786621
	Iteration 8F: 3 clusters Score -6081798 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -6084423.000000 Penalty: 5462.786621
	Iteration 9F: 3 clusters Score -6084423 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -6085833.000000 Penalty: 5462.786621
	Iteration 10Q: 3 clusters Score -6085833 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -6086584.000000 Penalty: 5462.786621
	Iteration 11Q: 3 clusters Score -6086584 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -6087034.000000 Penalty: 5462.786621
	Iteration 12Q: 3 clusters Score -6087034 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -6087350.500000 Penalty: 5462.786621
	Iteration 13Q: 3 clusters Score -6087350 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -6087644.500000 Penalty: 5462.786621
	Iteration 14Q: 3 clusters Score -6087644 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -6087889.500000 Penalty: 5462.786621
	Iteration 15Q: 3 clusters Score -6087890 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -6088103.000000 Penalty: 5462.786621
	Iteration 16Q: 3 clusters Score -6088103 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -6088397.000000 Penalty: 5462.786621
	Iteration 17Q: 3 clusters Score -6088397 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -6088720.500000 Penalty: 5462.786621
	Iteration 18Q: 3 clusters Score -6088720 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 54766 members 
Entering Unmasked Estep 
Score: -6089095.000000 Penalty: 5462.786621
	Iteration 19Q: 3 clusters Score -6089095 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -6089292.000000 Penalty: 5462.786621
	Iteration 20F: 3 clusters Score -6089292 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -6089428.000000 Penalty: 5462.786621
	Iteration 21Q: 3 clusters Score -6089428 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -6089535.500000 Penalty: 5462.786621
	Iteration 22Q: 3 clusters Score -6089536 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -6089628.500000 Penalty: 5462.786621
	Iteration 23Q: 3 clusters Score -6089628 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -6089708.000000 Penalty: 5462.786621
	Iteration 24Q: 3 clusters Score -6089708 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -6089766.500000 Penalty: 5462.786621
	Iteration 25Q: 3 clusters Score -6089766 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -6089805.500000 Penalty: 5462.786621
	Iteration 26Q: 3 clusters Score -6089806 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -6089836.500000 Penalty: 5462.786621
	Iteration 27Q: 3 clusters Score -6089836 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -6089858.000000 Penalty: 5462.786621
	Iteration 28Q: 3 clusters Score -6089858 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -6089892.500000 Penalty: 5462.786621
	Iteration 29Q: 3 clusters Score -6089892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -6089923.000000 Penalty: 5462.786621
	Iteration 30Q: 3 clusters Score -6089923 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -6089948.000000 Penalty: 5462.786621
	Iteration 31Q: 3 clusters Score -6089948 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -6089962.000000 Penalty: 5462.786621
	Iteration 32Q: 3 clusters Score -6089962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -6089966.000000 Penalty: 5462.786621
	Iteration 33Q: 3 clusters Score -6089966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -6089955.000000 Penalty: 5462.786621
	Iteration 34Q: 3 clusters Score -6089955 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -6089957.000000 Penalty: 5462.786621
	Iteration 35Q: 3 clusters Score -6089957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -6089969.500000 Penalty: 5462.786621
	Iteration 36Q: 3 clusters Score -6089970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -6089984.000000 Penalty: 5462.786621
	Iteration 37Q: 3 clusters Score -6089984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 57108 members 
Entering Unmasked Estep 
Score: -6090008.000000 Penalty: 5462.786621
	Iteration 38Q: 3 clusters Score -6090008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -6090032.000000 Penalty: 5462.786621
	Iteration 39Q: 3 clusters Score -6090032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -6090025.000000 Penalty: 5462.786621
	Iteration 40F: 3 clusters Score -6090025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -6090029.000000 Penalty: 5462.786621
	Iteration 41Q: 3 clusters Score -6090029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
Score: -6090039.500000 Penalty: 5462.786621
	Iteration 42Q: 3 clusters Score -6090040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -6090034.500000 Penalty: 5462.786621
	Iteration 43Q: 3 clusters Score -6090034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -6090045.000000 Penalty: 5462.786621
	Iteration 44Q: 3 clusters Score -6090045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -6090044.000000 Penalty: 5462.786621
	Iteration 45Q: 3 clusters Score -6090044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -6090045.500000 Penalty: 5462.786621
	Iteration 46Q: 3 clusters Score -6090046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -6090056.000000 Penalty: 5462.786621
	Iteration 47Q: 3 clusters Score -6090056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -6090059.500000 Penalty: 5462.786621
	Iteration 48Q: 3 clusters Score -6090060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -6090055.500000 Penalty: 5462.786621
	Iteration 49Q: 3 clusters Score -6090056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -6090054.000000 Penalty: 5462.786621
	Iteration 50Q: 3 clusters Score -6090054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -6090056.000000 Penalty: 5462.786621
	Iteration 51Q: 3 clusters Score -6090056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -6090047.500000 Penalty: 5462.786621
	Iteration 52Q: 3 clusters Score -6090048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -6090057.500000 Penalty: 5462.786621
	Iteration 53Q: 3 clusters Score -6090058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -6090054.000000 Penalty: 5462.786621
	Iteration 54Q: 3 clusters Score -6090054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -6090049.000000 Penalty: 5462.786621
	Iteration 55Q: 3 clusters Score -6090049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -6090057.500000 Penalty: 5462.786621
	Iteration 56Q: 3 clusters Score -6090058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -6090056.500000 Penalty: 5462.786621
	Iteration 57Q: 3 clusters Score -6090056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -6090055.500000 Penalty: 5462.786621
	Iteration 58Q: 3 clusters Score -6090056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -6090050.500000 Penalty: 5462.786621
	Iteration 59Q: 3 clusters Score -6090050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -6090049.000000 Penalty: 5462.786621
	Iteration 60F: 3 clusters Score -6090049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 57370 members 
Entering Unmasked Estep 
Score: -6090044.500000 Penalty: 5462.786621
	Iteration 61Q: 3 clusters Score -6090044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -6090050.500000 Penalty: 5462.786621
	Iteration 62Q: 3 clusters Score -6090050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -6090052.500000 Penalty: 5462.786621
	Iteration 63Q: 3 clusters Score -6090052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -6090046.500000 Penalty: 5462.786621
	Iteration 64Q: 3 clusters Score -6090046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -6090050.500000 Penalty: 5462.786621
	Iteration 65Q: 3 clusters Score -6090050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -6090051.500000 Penalty: 5462.786621
	Iteration 66Q: 3 clusters Score -6090052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -6090047.000000 Penalty: 5462.786621
	Iteration 67Q: 3 clusters Score -6090047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -6090050.000000 Penalty: 5462.786621
	Iteration 68Q: 3 clusters Score -6090050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -6090052.000000 Penalty: 5462.786621
	Iteration 69Q: 3 clusters Score -6090052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -6090048.000000 Penalty: 5462.786621
	Iteration 70Q: 3 clusters Score -6090048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -6090050.000000 Penalty: 5462.786621
	Iteration 71Q: 3 clusters Score -6090050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -6090050.000000 Penalty: 5462.786621
	Iteration 72F: 3 clusters Score -6090050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Entering Unmasked Estep 
Score: -1611135.250000 Penalty: 2406.319092
	Iteration 0F: 2 clusters Score -1611135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1599509.500000 Penalty: 4812.638184
	Iteration 0F: 3 clusters Score -1599510 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1603435.625000 Penalty: 4812.638184
	Iteration 1F: 3 clusters Score -1603436 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1604077.500000 Penalty: 4812.638184
	Iteration 2F: 3 clusters Score -1604078 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1604802.000000 Penalty: 4812.638184
	Iteration 3F: 3 clusters Score -1604802 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1605672.250000 Penalty: 4812.638184
	Iteration 4F: 3 clusters Score -1605672 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1606599.250000 Penalty: 4812.638184
	Iteration 5F: 3 clusters Score -1606599 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1607376.000000 Penalty: 4812.638184
	Iteration 6F: 3 clusters Score -1607376 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1608027.375000 Penalty: 4812.638184
	Iteration 7F: 3 clusters Score -1608027 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1608522.500000 Penalty: 4812.638184
	Iteration 8Q: 3 clusters Score -1608522 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1608877.250000 Penalty: 4812.638184
	Iteration 9Q: 3 clusters Score -1608877 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1609111.500000 Penalty: 4812.638184
	Iteration 10Q: 3 clusters Score -1609112 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1609270.625000 Penalty: 4812.638184
	Iteration 11Q: 3 clusters Score -1609271 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1609397.250000 Penalty: 4812.638184
	Iteration 12Q: 3 clusters Score -1609397 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1609471.250000 Penalty: 4812.638184
	Iteration 13Q: 3 clusters Score -1609471 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1609527.875000 Penalty: 4812.638184
	Iteration 14Q: 3 clusters Score -1609528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1609561.750000 Penalty: 4812.638184
	Iteration 15Q: 3 clusters Score -1609562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1609578.750000 Penalty: 4812.638184
	Iteration 16Q: 3 clusters Score -1609579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1609592.000000 Penalty: 4812.638184
	Iteration 17Q: 3 clusters Score -1609592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1609602.500000 Penalty: 4812.638184
	Iteration 18Q: 3 clusters Score -1609602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1609610.000000 Penalty: 4812.638184
	Iteration 19Q: 3 clusters Score -1609610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1609610.000000 Penalty: 4812.638184
	Iteration 20F: 3 clusters Score -1609610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1609609.500000 Penalty: 4812.638184
	Iteration 21Q: 3 clusters Score -1609610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1609613.000000 Penalty: 4812.638184
	Iteration 22Q: 3 clusters Score -1609613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1609614.250000 Penalty: 4812.638184
	Iteration 23Q: 3 clusters Score -1609614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1609613.875000 Penalty: 4812.638184
	Iteration 24Q: 3 clusters Score -1609614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1609613.875000 Penalty: 4812.638184
	Iteration 25F: 3 clusters Score -1609614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Entering Unmasked Estep 
Score: -1681710.625000 Penalty: 2409.795410
	Iteration 0F: 2 clusters Score -1681711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1669898.000000 Penalty: 4819.590820
	Iteration 0F: 3 clusters Score -1669898 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1673634.750000 Penalty: 4819.590820
	Iteration 1F: 3 clusters Score -1673635 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1674052.750000 Penalty: 4819.590820
	Iteration 2F: 3 clusters Score -1674053 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1674375.625000 Penalty: 4819.590820
	Iteration 3Q: 3 clusters Score -1674376 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1674648.625000 Penalty: 4819.590820
	Iteration 4Q: 3 clusters Score -1674649 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1674895.375000 Penalty: 4819.590820
	Iteration 5Q: 3 clusters Score -1674895 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1675121.375000 Penalty: 4819.590820
	Iteration 6Q: 3 clusters Score -1675121 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1675315.625000 Penalty: 4819.590820
	Iteration 7Q: 3 clusters Score -1675316 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1675487.250000 Penalty: 4819.590820
	Iteration 8Q: 3 clusters Score -1675487 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1675657.750000 Penalty: 4819.590820
	Iteration 9Q: 3 clusters Score -1675658 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1675828.000000 Penalty: 4819.590820
	Iteration 10Q: 3 clusters Score -1675828 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1676001.750000 Penalty: 4819.590820
	Iteration 11Q: 3 clusters Score -1676002 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1676182.000000 Penalty: 4819.590820
	Iteration 12Q: 3 clusters Score -1676182 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1676363.125000 Penalty: 4819.590820
	Iteration 13Q: 3 clusters Score -1676363 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1676553.750000 Penalty: 4819.590820
	Iteration 14Q: 3 clusters Score -1676554 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1676772.250000 Penalty: 4819.590820
	Iteration 15Q: 3 clusters Score -1676772 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1677025.875000 Penalty: 4819.590820
	Iteration 16Q: 3 clusters Score -1677026 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1677346.000000 Penalty: 4819.590820
	Iteration 17Q: 3 clusters Score -1677346 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1677662.750000 Penalty: 4819.590820
	Iteration 18Q: 3 clusters Score -1677663 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1678028.625000 Penalty: 4819.590820
	Iteration 19Q: 3 clusters Score -1678029 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1678407.750000 Penalty: 4819.590820
	Iteration 20F: 3 clusters Score -1678408 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1678773.500000 Penalty: 4819.590820
	Iteration 21Q: 3 clusters Score -1678774 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1679065.625000 Penalty: 4819.590820
	Iteration 22Q: 3 clusters Score -1679066 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1679303.000000 Penalty: 4819.590820
	Iteration 23Q: 3 clusters Score -1679303 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1679497.250000 Penalty: 4819.590820
	Iteration 24Q: 3 clusters Score -1679497 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1679676.875000 Penalty: 4819.590820
	Iteration 25Q: 3 clusters Score -1679677 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1679840.875000 Penalty: 4819.590820
	Iteration 26Q: 3 clusters Score -1679841 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1679996.750000 Penalty: 4819.590820
	Iteration 27Q: 3 clusters Score -1679997 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1680085.625000 Penalty: 4819.590820
	Iteration 28Q: 3 clusters Score -1680086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1680146.250000 Penalty: 4819.590820
	Iteration 29Q: 3 clusters Score -1680146 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1680183.375000 Penalty: 4819.590820
	Iteration 30Q: 3 clusters Score -1680183 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1680212.125000 Penalty: 4819.590820
	Iteration 31Q: 3 clusters Score -1680212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1680227.625000 Penalty: 4819.590820
	Iteration 32Q: 3 clusters Score -1680228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1680234.125000 Penalty: 4819.590820
	Iteration 33Q: 3 clusters Score -1680234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1680243.125000 Penalty: 4819.590820
	Iteration 34Q: 3 clusters Score -1680243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1680248.250000 Penalty: 4819.590820
	Iteration 35Q: 3 clusters Score -1680248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1680258.500000 Penalty: 4819.590820
	Iteration 36Q: 3 clusters Score -1680258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1680263.250000 Penalty: 4819.590820
	Iteration 37Q: 3 clusters Score -1680263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1680263.875000 Penalty: 4819.590820
	Iteration 38Q: 3 clusters Score -1680264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1680264.750000 Penalty: 4819.590820
	Iteration 39Q: 3 clusters Score -1680265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1680268.375000 Penalty: 4819.590820
	Iteration 40F: 3 clusters Score -1680268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1680268.625000 Penalty: 4819.590820
	Iteration 41Q: 3 clusters Score -1680269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1680267.875000 Penalty: 4819.590820
	Iteration 42Q: 3 clusters Score -1680268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1680271.875000 Penalty: 4819.590820
	Iteration 43Q: 3 clusters Score -1680272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1680274.000000 Penalty: 4819.590820
	Iteration 44Q: 3 clusters Score -1680274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1680272.500000 Penalty: 4819.590820
	Iteration 45Q: 3 clusters Score -1680272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1680274.500000 Penalty: 4819.590820
	Iteration 46Q: 3 clusters Score -1680274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1680277.375000 Penalty: 4819.590820
	Iteration 47Q: 3 clusters Score -1680277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1680274.750000 Penalty: 4819.590820
	Iteration 48Q: 3 clusters Score -1680275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1680277.125000 Penalty: 4819.590820
	Iteration 49Q: 3 clusters Score -1680277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1680275.875000 Penalty: 4819.590820
	Iteration 50Q: 3 clusters Score -1680276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1680271.375000 Penalty: 4819.590820
	Iteration 51Q: 3 clusters Score -1680271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1680274.250000 Penalty: 4819.590820
	Iteration 52Q: 3 clusters Score -1680274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1680275.000000 Penalty: 4819.590820
	Iteration 53Q: 3 clusters Score -1680275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1680275.000000 Penalty: 4819.590820
	Iteration 54F: 3 clusters Score -1680275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (287416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287416 members 
Entering Unmasked Estep 
Score: -28829548.000000 Penalty: 3117.033936
	Iteration 0F: 2 clusters Score -2.882955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143539 members 
Mstep: Class 2 contains 143877 members 
Entering Unmasked Estep 
Score: -28638156.000000 Penalty: 6234.067871
	Iteration 0F: 3 clusters Score -2.863816e+07 nChanged 139078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140153 members 
Mstep: Class 2 contains 147263 members 
Entering Unmasked Estep 
Score: -28720408.000000 Penalty: 6234.067871
	Iteration 1F: 3 clusters Score -2.872041e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137849 members 
Mstep: Class 2 contains 149567 members 
Entering Unmasked Estep 
Score: -28722026.000000 Penalty: 6234.067871
	Iteration 2Q: 3 clusters Score -2.872203e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134169 members 
Mstep: Class 2 contains 153247 members 
Entering Unmasked Estep 
Score: -28723898.000000 Penalty: 6234.067871
	Iteration 3Q: 3 clusters Score -2.87239e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128479 members 
Mstep: Class 2 contains 158937 members 
Entering Unmasked Estep 
Score: -28726528.000000 Penalty: 6234.067871
	Iteration 4Q: 3 clusters Score -2.872653e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119806 members 
Mstep: Class 2 contains 167610 members 
Entering Unmasked Estep 
Score: -28730588.000000 Penalty: 6234.067871
	Iteration 5Q: 3 clusters Score -2.873059e+07 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106867 members 
Mstep: Class 2 contains 180549 members 
Entering Unmasked Estep 
Score: -28737500.000000 Penalty: 6234.067871
	Iteration 6F: 3 clusters Score -2.87375e+07 nChanged 18772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88869 members 
Mstep: Class 2 contains 198547 members 
Entering Unmasked Estep 
Score: -28749222.000000 Penalty: 6234.067871
	Iteration 7F: 3 clusters Score -2.874922e+07 nChanged 22869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 221094 members 
Entering Unmasked Estep 
Score: -28766610.000000 Penalty: 6234.067871
	Iteration 8F: 3 clusters Score -2.876661e+07 nChanged 23992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 245030 members 
Entering Unmasked Estep 
Score: -28787968.000000 Penalty: 6234.067871
	Iteration 9F: 3 clusters Score -2.878797e+07 nChanged 19393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 264411 members 
Entering Unmasked Estep 
Score: -28806162.000000 Penalty: 6234.067871
	Iteration 10F: 3 clusters Score -2.880616e+07 nChanged 11805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 276214 members 
Entering Unmasked Estep 
Score: -28817250.000000 Penalty: 6234.067871
	Iteration 11Q: 3 clusters Score -2.881725e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 282164 members 
Entering Unmasked Estep 
Score: -28822586.000000 Penalty: 6234.067871
	Iteration 12Q: 3 clusters Score -2.882259e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 284644 members 
Entering Unmasked Estep 
Score: -28824892.000000 Penalty: 6234.067871
	Iteration 13Q: 3 clusters Score -2.882489e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 285649 members 
Entering Unmasked Estep 
Score: -28825816.000000 Penalty: 6234.067871
	Iteration 14Q: 3 clusters Score -2.882582e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 286068 members 
Entering Unmasked Estep 
Score: -28826260.000000 Penalty: 6234.067871
	Iteration 15Q: 3 clusters Score -2.882626e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 286279 members 
Entering Unmasked Estep 
Score: -28826506.000000 Penalty: 6234.067871
	Iteration 16Q: 3 clusters Score -2.882651e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 286402 members 
Entering Unmasked Estep 
Score: -28826614.000000 Penalty: 6234.067871
	Iteration 17Q: 3 clusters Score -2.882661e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 286482 members 
Entering Unmasked Estep 
Score: -28826684.000000 Penalty: 6234.067871
	Iteration 18Q: 3 clusters Score -2.882668e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 286547 members 
Entering Unmasked Estep 
Score: -28826770.000000 Penalty: 6234.067871
	Iteration 19Q: 3 clusters Score -2.882677e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 286585 members 
Entering Unmasked Estep 
Score: -28826804.000000 Penalty: 6234.067871
	Iteration 20F: 3 clusters Score -2.88268e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 286614 members 
Entering Unmasked Estep 
Score: -28826822.000000 Penalty: 6234.067871
	Iteration 21Q: 3 clusters Score -2.882682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 286635 members 
Entering Unmasked Estep 
Score: -28826882.000000 Penalty: 6234.067871
	Iteration 22Q: 3 clusters Score -2.882688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 286649 members 
Entering Unmasked Estep 
Score: -28826898.000000 Penalty: 6234.067871
	Iteration 23Q: 3 clusters Score -2.88269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 286657 members 
Entering Unmasked Estep 
Score: -28826906.000000 Penalty: 6234.067871
	Iteration 24Q: 3 clusters Score -2.882691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 286663 members 
Entering Unmasked Estep 
Score: -28826896.000000 Penalty: 6234.067871
	Iteration 25Q: 3 clusters Score -2.88269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 286666 members 
Entering Unmasked Estep 
Score: -28826908.000000 Penalty: 6234.067871
	Iteration 26Q: 3 clusters Score -2.882691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 286670 members 
Entering Unmasked Estep 
Score: -28826912.000000 Penalty: 6234.067871
	Iteration 27Q: 3 clusters Score -2.882691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 286673 members 
Entering Unmasked Estep 
Score: -28826924.000000 Penalty: 6234.067871
	Iteration 28Q: 3 clusters Score -2.882692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 286678 members 
Entering Unmasked Estep 
Score: -28826916.000000 Penalty: 6234.067871
	Iteration 29Q: 3 clusters Score -2.882692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 286685 members 
Entering Unmasked Estep 
Score: -28826918.000000 Penalty: 6234.067871
	Iteration 30Q: 3 clusters Score -2.882692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 286688 members 
Entering Unmasked Estep 
Score: -28826916.000000 Penalty: 6234.067871
	Iteration 31Q: 3 clusters Score -2.882692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 286688 members 
Entering Unmasked Estep 
Score: -28826916.000000 Penalty: 6234.067871
	Iteration 32Q: 3 clusters Score -2.882692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 286688 members 
Entering Unmasked Estep 
Score: -28826920.000000 Penalty: 6234.067871
	Iteration 33Q: 3 clusters Score -2.882692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 286689 members 
Entering Unmasked Estep 
Score: -28826924.000000 Penalty: 6234.067871
	Iteration 34Q: 3 clusters Score -2.882692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 286689 members 
Entering Unmasked Estep 
Score: -28826924.000000 Penalty: 6234.067871
	Iteration 35F: 3 clusters Score -2.882692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Entering Unmasked Estep 
Score: -4790356.500000 Penalty: 2670.416992
	Iteration 0F: 2 clusters Score -4790356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -4758250.500000 Penalty: 5340.833984
	Iteration 0F: 3 clusters Score -4758250 nChanged 21878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -4770592.500000 Penalty: 5340.833984
	Iteration 1F: 3 clusters Score -4770592 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -4771711.000000 Penalty: 5340.833984
	Iteration 2Q: 3 clusters Score -4771711 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -4773377.000000 Penalty: 5340.833984
	Iteration 3F: 3 clusters Score -4773377 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -4775683.500000 Penalty: 5340.833984
	Iteration 4F: 3 clusters Score -4775684 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -4778489.000000 Penalty: 5340.833984
	Iteration 5F: 3 clusters Score -4778489 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -4781667.500000 Penalty: 5340.833984
	Iteration 6F: 3 clusters Score -4781668 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -4784777.000000 Penalty: 5340.833984
	Iteration 7F: 3 clusters Score -4784777 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4787222.500000 Penalty: 5340.833984
	Iteration 8F: 3 clusters Score -4787222 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -4788633.000000 Penalty: 5340.833984
	Iteration 9Q: 3 clusters Score -4788633 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -4789232.500000 Penalty: 5340.833984
	Iteration 10Q: 3 clusters Score -4789232 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -4789589.500000 Penalty: 5340.833984
	Iteration 11Q: 3 clusters Score -4789590 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -4789907.500000 Penalty: 5340.833984
	Iteration 12Q: 3 clusters Score -4789908 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -4790138.500000 Penalty: 5340.833984
	Iteration 13Q: 3 clusters Score -4790138 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -4790341.000000 Penalty: 5340.833984
	Iteration 14Q: 3 clusters Score -4790341 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -4790463.500000 Penalty: 5340.833984
	Iteration 15Q: 3 clusters Score -4790464 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -4790553.000000 Penalty: 5340.833984
	Iteration 16Q: 3 clusters Score -4790553 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -4790654.000000 Penalty: 5340.833984
	Iteration 17Q: 3 clusters Score -4790654 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -4790705.000000 Penalty: 5340.833984
	Iteration 18Q: 3 clusters Score -4790705 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -4790719.000000 Penalty: 5340.833984
	Iteration 19Q: 3 clusters Score -4790719 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -4790729.000000 Penalty: 5340.833984
	Iteration 20F: 3 clusters Score -4790729 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -4790754.000000 Penalty: 5340.833984
	Iteration 21Q: 3 clusters Score -4790754 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -4790761.000000 Penalty: 5340.833984
	Iteration 22Q: 3 clusters Score -4790761 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -4790767.000000 Penalty: 5340.833984
	Iteration 23Q: 3 clusters Score -4790767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -4790766.000000 Penalty: 5340.833984
	Iteration 24Q: 3 clusters Score -4790766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -4790771.500000 Penalty: 5340.833984
	Iteration 25Q: 3 clusters Score -4790772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -4790787.500000 Penalty: 5340.833984
	Iteration 26Q: 3 clusters Score -4790788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -4790805.000000 Penalty: 5340.833984
	Iteration 27Q: 3 clusters Score -4790805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -4790806.000000 Penalty: 5340.833984
	Iteration 28Q: 3 clusters Score -4790806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -4790804.000000 Penalty: 5340.833984
	Iteration 29Q: 3 clusters Score -4790804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -4790801.500000 Penalty: 5340.833984
	Iteration 30Q: 3 clusters Score -4790802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -4790796.000000 Penalty: 5340.833984
	Iteration 31Q: 3 clusters Score -4790796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -4790809.000000 Penalty: 5340.833984
	Iteration 32Q: 3 clusters Score -4790809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -4790818.000000 Penalty: 5340.833984
	Iteration 33Q: 3 clusters Score -4790818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -4790809.000000 Penalty: 5340.833984
	Iteration 34Q: 3 clusters Score -4790809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -4790804.000000 Penalty: 5340.833984
	Iteration 35Q: 3 clusters Score -4790804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -4790805.000000 Penalty: 5340.833984
	Iteration 36Q: 3 clusters Score -4790805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -4790805.000000 Penalty: 5340.833984
	Iteration 37F: 3 clusters Score -4790805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 16361 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 156917 members 
Mstep: Class 8 contains 13180 members 
Mstep: Class 9 contains 24805 members 
Mstep: Class 10 contains 41416 members 
Mstep: Class 11 contains 40365 members 
Mstep: Class 12 contains 36646 members 
Mstep: Class 13 contains 60699 members 
Mstep: Class 14 contains 16365 members 
Mstep: Class 15 contains 16596 members 
Mstep: Class 16 contains 287416 members 
Mstep: Class 17 contains 6182 members 
Mstep: Class 18 contains 2117 members 
Mstep: Class 19 contains 239997 members 
Mstep: Class 20 contains 38663 members 
Mstep: Class 21 contains 11551 members 
Mstep: Class 22 contains 161877 members 
Mstep: Class 23 contains 16845 members 
Mstep: Class 24 contains 264666 members 
Mstep: Class 25 contains 15104 members 
Mstep: Class 26 contains 24551 members 
Mstep: Class 27 contains 30818 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 19078 members 
Mstep: Class 30 contains 41286 members 
Entering Unmasked Estep 
Score: -157119280.000000 Penalty: 106369.406250
Splitting cluster 17 changes total score from -157119968.000000 to -157119280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Entering Unmasked Estep 
Score: -196761.437500 Penalty: 1899.123291
	Iteration 0F: 2 clusters Score -196761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -194039.921875 Penalty: 3798.246582
	Iteration 0F: 3 clusters Score -194039.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -194549.437500 Penalty: 3798.246582
	Iteration 1F: 3 clusters Score -194549.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -194705.593750 Penalty: 3798.246582
	Iteration 2F: 3 clusters Score -194705.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -194811.109375 Penalty: 3798.246582
	Iteration 3F: 3 clusters Score -194811.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -194873.765625 Penalty: 3798.246582
	Iteration 4Q: 3 clusters Score -194873.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -194921.609375 Penalty: 3798.246582
	Iteration 5Q: 3 clusters Score -194921.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -194968.265625 Penalty: 3798.246582
	Iteration 6Q: 3 clusters Score -194968.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -194994.656250 Penalty: 3798.246582
	Iteration 7Q: 3 clusters Score -194994.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -195019.359375 Penalty: 3798.246582
	Iteration 8Q: 3 clusters Score -195019.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -195036.375000 Penalty: 3798.246582
	Iteration 9Q: 3 clusters Score -195036.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -195047.281250 Penalty: 3798.246582
	Iteration 10Q: 3 clusters Score -195047.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -195062.578125 Penalty: 3798.246582
	Iteration 11Q: 3 clusters Score -195062.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -195077.625000 Penalty: 3798.246582
	Iteration 12Q: 3 clusters Score -195077.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -195090.890625 Penalty: 3798.246582
	Iteration 13Q: 3 clusters Score -195090.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -195100.703125 Penalty: 3798.246582
	Iteration 14Q: 3 clusters Score -195100.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -195106.265625 Penalty: 3798.246582
	Iteration 15Q: 3 clusters Score -195106.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -195113.062500 Penalty: 3798.246582
	Iteration 16Q: 3 clusters Score -195113.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -195122.203125 Penalty: 3798.246582
	Iteration 17Q: 3 clusters Score -195122.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -195133.515625 Penalty: 3798.246582
	Iteration 18Q: 3 clusters Score -195133.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -195145.515625 Penalty: 3798.246582
	Iteration 19Q: 3 clusters Score -195145.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -195155.953125 Penalty: 3798.246582
	Iteration 20F: 3 clusters Score -195156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -195166.015625 Penalty: 3798.246582
	Iteration 21Q: 3 clusters Score -195166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -195170.734375 Penalty: 3798.246582
	Iteration 22Q: 3 clusters Score -195170.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -195177.531250 Penalty: 3798.246582
	Iteration 23Q: 3 clusters Score -195177.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -195186.312500 Penalty: 3798.246582
	Iteration 24Q: 3 clusters Score -195186.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -195195.265625 Penalty: 3798.246582
	Iteration 25Q: 3 clusters Score -195195.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -195204.031250 Penalty: 3798.246582
	Iteration 26Q: 3 clusters Score -195204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -195211.890625 Penalty: 3798.246582
	Iteration 27Q: 3 clusters Score -195211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -195216.078125 Penalty: 3798.246582
	Iteration 28Q: 3 clusters Score -195216.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -195220.687500 Penalty: 3798.246582
	Iteration 29Q: 3 clusters Score -195220.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -195226.078125 Penalty: 3798.246582
	Iteration 30Q: 3 clusters Score -195226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -195228.406250 Penalty: 3798.246582
	Iteration 31Q: 3 clusters Score -195228.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -195229.687500 Penalty: 3798.246582
	Iteration 32Q: 3 clusters Score -195229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -195231.968750 Penalty: 3798.246582
	Iteration 33Q: 3 clusters Score -195232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -195233.781250 Penalty: 3798.246582
	Iteration 34Q: 3 clusters Score -195233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -195234.531250 Penalty: 3798.246582
	Iteration 35Q: 3 clusters Score -195234.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -195236.468750 Penalty: 3798.246582
	Iteration 36Q: 3 clusters Score -195236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -195238.015625 Penalty: 3798.246582
	Iteration 37Q: 3 clusters Score -195238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -195241.625000 Penalty: 3798.246582
	Iteration 38Q: 3 clusters Score -195241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -195244.921875 Penalty: 3798.246582
	Iteration 39Q: 3 clusters Score -195244.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -195249.718750 Penalty: 3798.246582
	Iteration 40F: 3 clusters Score -195249.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -195252.515625 Penalty: 3798.246582
	Iteration 41Q: 3 clusters Score -195252.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -195253.765625 Penalty: 3798.246582
	Iteration 42Q: 3 clusters Score -195253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -195254.828125 Penalty: 3798.246582
	Iteration 43Q: 3 clusters Score -195254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -195255.546875 Penalty: 3798.246582
	Iteration 44Q: 3 clusters Score -195255.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -195255.546875 Penalty: 3798.246582
	Iteration 45F: 3 clusters Score -195255.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (239997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239997 members 
Entering Unmasked Estep 
Score: -24067718.000000 Penalty: 3072.318848
	Iteration 0F: 2 clusters Score -2.406772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120040 members 
Mstep: Class 2 contains 119957 members 
Entering Unmasked Estep 
Score: -23913594.000000 Penalty: 6144.637695
	Iteration 0F: 3 clusters Score -2.391359e+07 nChanged 115563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122113 members 
Mstep: Class 2 contains 117884 members 
Entering Unmasked Estep 
Score: -23982096.000000 Penalty: 6144.637695
	Iteration 1F: 3 clusters Score -2.39821e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123348 members 
Mstep: Class 2 contains 116649 members 
Entering Unmasked Estep 
Score: -23983696.000000 Penalty: 6144.637695
	Iteration 2Q: 3 clusters Score -2.39837e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125261 members 
Mstep: Class 2 contains 114736 members 
Entering Unmasked Estep 
Score: -23985294.000000 Penalty: 6144.637695
	Iteration 3Q: 3 clusters Score -2.398529e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128258 members 
Mstep: Class 2 contains 111739 members 
Entering Unmasked Estep 
Score: -23987406.000000 Penalty: 6144.637695
	Iteration 4Q: 3 clusters Score -2.398741e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132612 members 
Mstep: Class 2 contains 107385 members 
Entering Unmasked Estep 
Score: -23989958.000000 Penalty: 6144.637695
	Iteration 5Q: 3 clusters Score -2.398996e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138709 members 
Mstep: Class 2 contains 101288 members 
Entering Unmasked Estep 
Score: -23993516.000000 Penalty: 6144.637695
	Iteration 6Q: 3 clusters Score -2.399352e+07 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147199 members 
Mstep: Class 2 contains 92798 members 
Entering Unmasked Estep 
Score: -23998888.000000 Penalty: 6144.637695
	Iteration 7Q: 3 clusters Score -2.399889e+07 nChanged 13082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158173 members 
Mstep: Class 2 contains 81824 members 
Entering Unmasked Estep 
Score: -24006468.000000 Penalty: 6144.637695
	Iteration 8F: 3 clusters Score -2.400647e+07 nChanged 14360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171005 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -24016374.000000 Penalty: 6144.637695
	Iteration 9F: 3 clusters Score -2.401637e+07 nChanged 14289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184142 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -24027372.000000 Penalty: 6144.637695
	Iteration 10F: 3 clusters Score -2.402737e+07 nChanged 12596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195466 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -24037248.000000 Penalty: 6144.637695
	Iteration 11F: 3 clusters Score -2.403725e+07 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203742 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -24044548.000000 Penalty: 6144.637695
	Iteration 12Q: 3 clusters Score -2.404455e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209591 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -24048740.000000 Penalty: 6144.637695
	Iteration 13Q: 3 clusters Score -2.404874e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214311 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -24051562.000000 Penalty: 6144.637695
	Iteration 14Q: 3 clusters Score -2.405156e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218510 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -24053986.000000 Penalty: 6144.637695
	Iteration 15Q: 3 clusters Score -2.405399e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222208 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -24056084.000000 Penalty: 6144.637695
	Iteration 16Q: 3 clusters Score -2.405608e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225487 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -24057836.000000 Penalty: 6144.637695
	Iteration 17Q: 3 clusters Score -2.405784e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228370 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -24059480.000000 Penalty: 6144.637695
	Iteration 18Q: 3 clusters Score -2.405948e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230820 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -24060714.000000 Penalty: 6144.637695
	Iteration 19Q: 3 clusters Score -2.406071e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232817 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -24061870.000000 Penalty: 6144.637695
	Iteration 20F: 3 clusters Score -2.406187e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234487 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -24062686.000000 Penalty: 6144.637695
	Iteration 21Q: 3 clusters Score -2.406269e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235728 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -24063488.000000 Penalty: 6144.637695
	Iteration 22Q: 3 clusters Score -2.406349e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236606 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -24063908.000000 Penalty: 6144.637695
	Iteration 23Q: 3 clusters Score -2.406391e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237227 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -24064286.000000 Penalty: 6144.637695
	Iteration 24Q: 3 clusters Score -2.406429e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237659 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -24064504.000000 Penalty: 6144.637695
	Iteration 25Q: 3 clusters Score -2.40645e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237965 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -24064748.000000 Penalty: 6144.637695
	Iteration 26Q: 3 clusters Score -2.406475e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238161 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -24064836.000000 Penalty: 6144.637695
	Iteration 27Q: 3 clusters Score -2.406484e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238312 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -24064912.000000 Penalty: 6144.637695
	Iteration 28Q: 3 clusters Score -2.406491e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238419 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -24064948.000000 Penalty: 6144.637695
	Iteration 29Q: 3 clusters Score -2.406495e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238508 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -24064952.000000 Penalty: 6144.637695
	Iteration 30Q: 3 clusters Score -2.406495e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238571 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -24065030.000000 Penalty: 6144.637695
	Iteration 31Q: 3 clusters Score -2.406503e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238617 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -24065048.000000 Penalty: 6144.637695
	Iteration 32Q: 3 clusters Score -2.406505e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238662 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -24065114.000000 Penalty: 6144.637695
	Iteration 33Q: 3 clusters Score -2.406511e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238699 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -24065152.000000 Penalty: 6144.637695
	Iteration 34Q: 3 clusters Score -2.406515e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238731 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -24065174.000000 Penalty: 6144.637695
	Iteration 35Q: 3 clusters Score -2.406517e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238750 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -24065190.000000 Penalty: 6144.637695
	Iteration 36Q: 3 clusters Score -2.406519e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238763 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -24065194.000000 Penalty: 6144.637695
	Iteration 37Q: 3 clusters Score -2.406519e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238780 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -24065200.000000 Penalty: 6144.637695
	Iteration 38Q: 3 clusters Score -2.40652e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238791 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -24065220.000000 Penalty: 6144.637695
	Iteration 39Q: 3 clusters Score -2.406522e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238806 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -24065218.000000 Penalty: 6144.637695
	Iteration 40F: 3 clusters Score -2.406522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238818 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -24065216.000000 Penalty: 6144.637695
	Iteration 41Q: 3 clusters Score -2.406522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238823 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -24065226.000000 Penalty: 6144.637695
	Iteration 42Q: 3 clusters Score -2.406523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238830 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -24065246.000000 Penalty: 6144.637695
	Iteration 43Q: 3 clusters Score -2.406525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238839 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -24065228.000000 Penalty: 6144.637695
	Iteration 44Q: 3 clusters Score -2.406523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238844 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -24065264.000000 Penalty: 6144.637695
	Iteration 45Q: 3 clusters Score -2.406526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238848 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -24065264.000000 Penalty: 6144.637695
	Iteration 46Q: 3 clusters Score -2.406526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238859 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -24065264.000000 Penalty: 6144.637695
	Iteration 47Q: 3 clusters Score -2.406526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238865 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -24065298.000000 Penalty: 6144.637695
	Iteration 48Q: 3 clusters Score -2.40653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238867 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -24065298.000000 Penalty: 6144.637695
	Iteration 49Q: 3 clusters Score -2.40653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238870 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -24065292.000000 Penalty: 6144.637695
	Iteration 50Q: 3 clusters Score -2.406529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238874 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -24065310.000000 Penalty: 6144.637695
	Iteration 51Q: 3 clusters Score -2.406531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238879 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -24065310.000000 Penalty: 6144.637695
	Iteration 52Q: 3 clusters Score -2.406531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238883 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -24065312.000000 Penalty: 6144.637695
	Iteration 53Q: 3 clusters Score -2.406531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238887 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -24065320.000000 Penalty: 6144.637695
	Iteration 54Q: 3 clusters Score -2.406532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238888 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -24065326.000000 Penalty: 6144.637695
	Iteration 55Q: 3 clusters Score -2.406533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238897 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -24065328.000000 Penalty: 6144.637695
	Iteration 56Q: 3 clusters Score -2.406533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238901 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -24065326.000000 Penalty: 6144.637695
	Iteration 57Q: 3 clusters Score -2.406533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238906 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -24065336.000000 Penalty: 6144.637695
	Iteration 58Q: 3 clusters Score -2.406534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238912 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -24065338.000000 Penalty: 6144.637695
	Iteration 59Q: 3 clusters Score -2.406534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238914 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -24065346.000000 Penalty: 6144.637695
	Iteration 60F: 3 clusters Score -2.406535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238915 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -24065350.000000 Penalty: 6144.637695
	Iteration 61Q: 3 clusters Score -2.406535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238914 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -24065342.000000 Penalty: 6144.637695
	Iteration 62Q: 3 clusters Score -2.406534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238914 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -24065342.000000 Penalty: 6144.637695
	Iteration 63F: 3 clusters Score -2.406534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Entering Unmasked Estep 
Score: -3521340.500000 Penalty: 2619.534180
	Iteration 0F: 2 clusters Score -3521340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -3495030.750000 Penalty: 5239.068359
	Iteration 0F: 3 clusters Score -3495031 nChanged 17696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3504974.250000 Penalty: 5239.068359
	Iteration 1F: 3 clusters Score -3504974 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3505875.250000 Penalty: 5239.068359
	Iteration 2F: 3 clusters Score -3505875 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3506969.750000 Penalty: 5239.068359
	Iteration 3F: 3 clusters Score -3506970 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3508277.500000 Penalty: 5239.068359
	Iteration 4F: 3 clusters Score -3508278 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3509743.000000 Penalty: 5239.068359
	Iteration 5F: 3 clusters Score -3509743 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3511296.500000 Penalty: 5239.068359
	Iteration 6F: 3 clusters Score -3511296 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3512815.000000 Penalty: 5239.068359
	Iteration 7F: 3 clusters Score -3512815 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -3514204.750000 Penalty: 5239.068359
	Iteration 8F: 3 clusters Score -3514205 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -3515384.000000 Penalty: 5239.068359
	Iteration 9Q: 3 clusters Score -3515384 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3516397.000000 Penalty: 5239.068359
	Iteration 10Q: 3 clusters Score -3516397 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -3517183.750000 Penalty: 5239.068359
	Iteration 11Q: 3 clusters Score -3517184 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -3517809.500000 Penalty: 5239.068359
	Iteration 12Q: 3 clusters Score -3517810 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -3518293.750000 Penalty: 5239.068359
	Iteration 13Q: 3 clusters Score -3518294 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -3518745.500000 Penalty: 5239.068359
	Iteration 14Q: 3 clusters Score -3518746 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -3519082.500000 Penalty: 5239.068359
	Iteration 15Q: 3 clusters Score -3519082 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -3519325.250000 Penalty: 5239.068359
	Iteration 16Q: 3 clusters Score -3519325 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -3519496.750000 Penalty: 5239.068359
	Iteration 17Q: 3 clusters Score -3519497 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -3519589.000000 Penalty: 5239.068359
	Iteration 18Q: 3 clusters Score -3519589 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -3519671.000000 Penalty: 5239.068359
	Iteration 19Q: 3 clusters Score -3519671 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -3519740.750000 Penalty: 5239.068359
	Iteration 20F: 3 clusters Score -3519741 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -3519768.000000 Penalty: 5239.068359
	Iteration 21Q: 3 clusters Score -3519768 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -3519808.250000 Penalty: 5239.068359
	Iteration 22Q: 3 clusters Score -3519808 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -3519843.500000 Penalty: 5239.068359
	Iteration 23Q: 3 clusters Score -3519844 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -3519888.000000 Penalty: 5239.068359
	Iteration 24Q: 3 clusters Score -3519888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -3519931.750000 Penalty: 5239.068359
	Iteration 25Q: 3 clusters Score -3519932 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -3519962.250000 Penalty: 5239.068359
	Iteration 26Q: 3 clusters Score -3519962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -3519986.500000 Penalty: 5239.068359
	Iteration 27Q: 3 clusters Score -3519986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -3520015.750000 Penalty: 5239.068359
	Iteration 28Q: 3 clusters Score -3520016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -3520030.500000 Penalty: 5239.068359
	Iteration 29Q: 3 clusters Score -3520030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -3520051.500000 Penalty: 5239.068359
	Iteration 30Q: 3 clusters Score -3520052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -3520062.500000 Penalty: 5239.068359
	Iteration 31Q: 3 clusters Score -3520062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -3520071.250000 Penalty: 5239.068359
	Iteration 32Q: 3 clusters Score -3520071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -3520078.000000 Penalty: 5239.068359
	Iteration 33Q: 3 clusters Score -3520078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -3520081.500000 Penalty: 5239.068359
	Iteration 34Q: 3 clusters Score -3520082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -3520082.250000 Penalty: 5239.068359
	Iteration 35Q: 3 clusters Score -3520082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -3520083.750000 Penalty: 5239.068359
	Iteration 36Q: 3 clusters Score -3520084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -3520086.750000 Penalty: 5239.068359
	Iteration 37Q: 3 clusters Score -3520087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -3520086.500000 Penalty: 5239.068359
	Iteration 38Q: 3 clusters Score -3520086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -3520088.500000 Penalty: 5239.068359
	Iteration 39Q: 3 clusters Score -3520088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -3520088.500000 Penalty: 5239.068359
	Iteration 40F: 3 clusters Score -3520088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Entering Unmasked Estep 
Score: -978671.250000 Penalty: 2319.922852
	Iteration 0F: 2 clusters Score -978671.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -970054.000000 Penalty: 4639.845703
	Iteration 0F: 3 clusters Score -970054 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -973144.625000 Penalty: 4639.845703
	Iteration 1F: 3 clusters Score -973144.6 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -974416.437500 Penalty: 4639.845703
	Iteration 2F: 3 clusters Score -974416.4 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -976094.500000 Penalty: 4639.845703
	Iteration 3F: 3 clusters Score -976094.5 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -977536.062500 Penalty: 4639.845703
	Iteration 4F: 3 clusters Score -977536.1 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -978731.937500 Penalty: 4639.845703
	Iteration 5F: 3 clusters Score -978731.9 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -979562.375000 Penalty: 4639.845703
	Iteration 6F: 3 clusters Score -979562.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -980029.750000 Penalty: 4639.845703
	Iteration 7Q: 3 clusters Score -980029.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -980361.312500 Penalty: 4639.845703
	Iteration 8Q: 3 clusters Score -980361.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -980570.000000 Penalty: 4639.845703
	Iteration 9Q: 3 clusters Score -980570 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -980692.187500 Penalty: 4639.845703
	Iteration 10Q: 3 clusters Score -980692.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -980759.937500 Penalty: 4639.845703
	Iteration 11Q: 3 clusters Score -980759.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -980805.250000 Penalty: 4639.845703
	Iteration 12Q: 3 clusters Score -980805.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -980848.375000 Penalty: 4639.845703
	Iteration 13Q: 3 clusters Score -980848.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -980881.562500 Penalty: 4639.845703
	Iteration 14Q: 3 clusters Score -980881.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -980897.062500 Penalty: 4639.845703
	Iteration 15Q: 3 clusters Score -980897.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -980907.250000 Penalty: 4639.845703
	Iteration 16Q: 3 clusters Score -980907.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -980913.562500 Penalty: 4639.845703
	Iteration 17Q: 3 clusters Score -980913.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -980919.375000 Penalty: 4639.845703
	Iteration 18Q: 3 clusters Score -980919.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -980922.812500 Penalty: 4639.845703
	Iteration 19Q: 3 clusters Score -980922.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -980928.187500 Penalty: 4639.845703
	Iteration 20F: 3 clusters Score -980928.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -980936.437500 Penalty: 4639.845703
	Iteration 21Q: 3 clusters Score -980936.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -980944.000000 Penalty: 4639.845703
	Iteration 22Q: 3 clusters Score -980944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -980944.562500 Penalty: 4639.845703
	Iteration 23Q: 3 clusters Score -980944.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -980946.812500 Penalty: 4639.845703
	Iteration 24Q: 3 clusters Score -980946.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -980950.187500 Penalty: 4639.845703
	Iteration 25Q: 3 clusters Score -980950.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -980953.812500 Penalty: 4639.845703
	Iteration 26Q: 3 clusters Score -980953.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -980952.687500 Penalty: 4639.845703
	Iteration 27Q: 3 clusters Score -980952.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -980953.500000 Penalty: 4639.845703
	Iteration 28Q: 3 clusters Score -980953.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -980959.062500 Penalty: 4639.845703
	Iteration 29Q: 3 clusters Score -980959.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -980955.750000 Penalty: 4639.845703
	Iteration 30Q: 3 clusters Score -980955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -980958.562500 Penalty: 4639.845703
	Iteration 31Q: 3 clusters Score -980958.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -980958.562500 Penalty: 4639.845703
	Iteration 32F: 3 clusters Score -980958.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 16361 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 156917 members 
Mstep: Class 8 contains 13180 members 
Mstep: Class 9 contains 24805 members 
Mstep: Class 10 contains 41416 members 
Mstep: Class 11 contains 40365 members 
Mstep: Class 12 contains 36646 members 
Mstep: Class 13 contains 60699 members 
Mstep: Class 14 contains 16365 members 
Mstep: Class 15 contains 16596 members 
Mstep: Class 16 contains 287416 members 
Mstep: Class 17 contains 47468 members 
Mstep: Class 18 contains 2117 members 
Mstep: Class 19 contains 239997 members 
Mstep: Class 20 contains 38663 members 
Mstep: Class 21 contains 7815 members 
Mstep: Class 22 contains 161877 members 
Mstep: Class 23 contains 16845 members 
Mstep: Class 24 contains 264666 members 
Mstep: Class 25 contains 15104 members 
Mstep: Class 26 contains 24551 members 
Mstep: Class 27 contains 30818 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 19078 members 
Mstep: Class 30 contains 3736 members 
Entering Unmasked Estep 
Score: -157121104.000000 Penalty: 106369.406250
Splitting cluster 21 changes total score from -157119968.000000 to -157121104.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (161877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161877 members 
Entering Unmasked Estep 
Score: -16309298.000000 Penalty: 2974.658691
	Iteration 0F: 2 clusters Score -1.63093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80812 members 
Mstep: Class 2 contains 81065 members 
Entering Unmasked Estep 
Score: -16200573.000000 Penalty: 5949.317383
	Iteration 0F: 3 clusters Score -1.620057e+07 nChanged 77799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 82276 members 
Entering Unmasked Estep 
Score: -16245748.000000 Penalty: 5949.317383
	Iteration 1F: 3 clusters Score -1.624575e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 83049 members 
Entering Unmasked Estep 
Score: -16246529.000000 Penalty: 5949.317383
	Iteration 2Q: 3 clusters Score -1.624653e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 84348 members 
Entering Unmasked Estep 
Score: -16247539.000000 Penalty: 5949.317383
	Iteration 3Q: 3 clusters Score -1.624754e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75529 members 
Mstep: Class 2 contains 86348 members 
Entering Unmasked Estep 
Score: -16249002.000000 Penalty: 5949.317383
	Iteration 4Q: 3 clusters Score -1.6249e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72426 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
Score: -16250949.000000 Penalty: 5949.317383
	Iteration 5Q: 3 clusters Score -1.625095e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67973 members 
Mstep: Class 2 contains 93904 members 
Entering Unmasked Estep 
Score: -16253887.000000 Penalty: 5949.317383
	Iteration 6Q: 3 clusters Score -1.625389e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -16258519.000000 Penalty: 5949.317383
	Iteration 7F: 3 clusters Score -1.625852e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 107104 members 
Entering Unmasked Estep 
Score: -16265032.000000 Penalty: 5949.317383
	Iteration 8F: 3 clusters Score -1.626503e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 114940 members 
Entering Unmasked Estep 
Score: -16272758.000000 Penalty: 5949.317383
	Iteration 9F: 3 clusters Score -1.627276e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 121949 members 
Entering Unmasked Estep 
Score: -16280446.000000 Penalty: 5949.317383
	Iteration 10F: 3 clusters Score -1.628045e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 127347 members 
Entering Unmasked Estep 
Score: -16285689.000000 Penalty: 5949.317383
	Iteration 11Q: 3 clusters Score -1.628569e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 131564 members 
Entering Unmasked Estep 
Score: -16288715.000000 Penalty: 5949.317383
	Iteration 12Q: 3 clusters Score -1.628872e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 135320 members 
Entering Unmasked Estep 
Score: -16290945.000000 Penalty: 5949.317383
	Iteration 13Q: 3 clusters Score -1.629094e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 138906 members 
Entering Unmasked Estep 
Score: -16293007.000000 Penalty: 5949.317383
	Iteration 14Q: 3 clusters Score -1.629301e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 142228 members 
Entering Unmasked Estep 
Score: -16294945.000000 Penalty: 5949.317383
	Iteration 15Q: 3 clusters Score -1.629494e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 145268 members 
Entering Unmasked Estep 
Score: -16296732.000000 Penalty: 5949.317383
	Iteration 16Q: 3 clusters Score -1.629673e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 148075 members 
Entering Unmasked Estep 
Score: -16298430.000000 Penalty: 5949.317383
	Iteration 17Q: 3 clusters Score -1.629843e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 150558 members 
Entering Unmasked Estep 
Score: -16299985.000000 Penalty: 5949.317383
	Iteration 18Q: 3 clusters Score -1.629998e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 152731 members 
Entering Unmasked Estep 
Score: -16301403.000000 Penalty: 5949.317383
	Iteration 19Q: 3 clusters Score -1.63014e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 154570 members 
Entering Unmasked Estep 
Score: -16302739.000000 Penalty: 5949.317383
	Iteration 20F: 3 clusters Score -1.630274e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 156036 members 
Entering Unmasked Estep 
Score: -16303741.000000 Penalty: 5949.317383
	Iteration 21Q: 3 clusters Score -1.630374e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 157206 members 
Entering Unmasked Estep 
Score: -16304540.000000 Penalty: 5949.317383
	Iteration 22Q: 3 clusters Score -1.630454e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -16305043.000000 Penalty: 5949.317383
	Iteration 23Q: 3 clusters Score -1.630504e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 158877 members 
Entering Unmasked Estep 
Score: -16305485.000000 Penalty: 5949.317383
	Iteration 24Q: 3 clusters Score -1.630548e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 159433 members 
Entering Unmasked Estep 
Score: -16305802.000000 Penalty: 5949.317383
	Iteration 25Q: 3 clusters Score -1.63058e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 159825 members 
Entering Unmasked Estep 
Score: -16306033.000000 Penalty: 5949.317383
	Iteration 26Q: 3 clusters Score -1.630603e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 160118 members 
Entering Unmasked Estep 
Score: -16306139.000000 Penalty: 5949.317383
	Iteration 27Q: 3 clusters Score -1.630614e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 160335 members 
Entering Unmasked Estep 
Score: -16306259.000000 Penalty: 5949.317383
	Iteration 28Q: 3 clusters Score -1.630626e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 160486 members 
Entering Unmasked Estep 
Score: -16306309.000000 Penalty: 5949.317383
	Iteration 29Q: 3 clusters Score -1.630631e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 160616 members 
Entering Unmasked Estep 
Score: -16306375.000000 Penalty: 5949.317383
	Iteration 30Q: 3 clusters Score -1.630638e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 160723 members 
Entering Unmasked Estep 
Score: -16306425.000000 Penalty: 5949.317383
	Iteration 31Q: 3 clusters Score -1.630642e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 160792 members 
Entering Unmasked Estep 
Score: -16306472.000000 Penalty: 5949.317383
	Iteration 32Q: 3 clusters Score -1.630647e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 160849 members 
Entering Unmasked Estep 
Score: -16306514.000000 Penalty: 5949.317383
	Iteration 33Q: 3 clusters Score -1.630651e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 160896 members 
Entering Unmasked Estep 
Score: -16306530.000000 Penalty: 5949.317383
	Iteration 34Q: 3 clusters Score -1.630653e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 160940 members 
Entering Unmasked Estep 
Score: -16306550.000000 Penalty: 5949.317383
	Iteration 35Q: 3 clusters Score -1.630655e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 160974 members 
Entering Unmasked Estep 
Score: -16306559.000000 Penalty: 5949.317383
	Iteration 36Q: 3 clusters Score -1.630656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 160998 members 
Entering Unmasked Estep 
Score: -16306577.000000 Penalty: 5949.317383
	Iteration 37Q: 3 clusters Score -1.630658e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 161024 members 
Entering Unmasked Estep 
Score: -16306583.000000 Penalty: 5949.317383
	Iteration 38Q: 3 clusters Score -1.630658e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 161046 members 
Entering Unmasked Estep 
Score: -16306584.000000 Penalty: 5949.317383
	Iteration 39Q: 3 clusters Score -1.630658e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 161062 members 
Entering Unmasked Estep 
Score: -16306612.000000 Penalty: 5949.317383
	Iteration 40F: 3 clusters Score -1.630661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 161079 members 
Entering Unmasked Estep 
Score: -16306626.000000 Penalty: 5949.317383
	Iteration 41Q: 3 clusters Score -1.630663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 161095 members 
Entering Unmasked Estep 
Score: -16306633.000000 Penalty: 5949.317383
	Iteration 42Q: 3 clusters Score -1.630663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 161108 members 
Entering Unmasked Estep 
Score: -16306637.000000 Penalty: 5949.317383
	Iteration 43Q: 3 clusters Score -1.630664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 161112 members 
Entering Unmasked Estep 
Score: -16306640.000000 Penalty: 5949.317383
	Iteration 44Q: 3 clusters Score -1.630664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 161117 members 
Entering Unmasked Estep 
Score: -16306643.000000 Penalty: 5949.317383
	Iteration 45Q: 3 clusters Score -1.630664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 161124 members 
Entering Unmasked Estep 
Score: -16306638.000000 Penalty: 5949.317383
	Iteration 46Q: 3 clusters Score -1.630664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 161129 members 
Entering Unmasked Estep 
Score: -16306638.000000 Penalty: 5949.317383
	Iteration 47Q: 3 clusters Score -1.630664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 161130 members 
Entering Unmasked Estep 
Score: -16306641.000000 Penalty: 5949.317383
	Iteration 48Q: 3 clusters Score -1.630664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 161130 members 
Entering Unmasked Estep 
Score: -16306641.000000 Penalty: 5949.317383
	Iteration 49F: 3 clusters Score -1.630664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Entering Unmasked Estep 
Score: -1617709.000000 Penalty: 2413.488770
	Iteration 0F: 2 clusters Score -1617709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1605655.500000 Penalty: 4826.977539
	Iteration 0F: 3 clusters Score -1605656 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1610168.875000 Penalty: 4826.977539
	Iteration 1F: 3 clusters Score -1610169 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1611317.500000 Penalty: 4826.977539
	Iteration 2F: 3 clusters Score -1611318 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1612611.125000 Penalty: 4826.977539
	Iteration 3F: 3 clusters Score -1612611 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1613778.750000 Penalty: 4826.977539
	Iteration 4F: 3 clusters Score -1613779 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1614586.500000 Penalty: 4826.977539
	Iteration 5F: 3 clusters Score -1614586 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1615152.500000 Penalty: 4826.977539
	Iteration 6F: 3 clusters Score -1615152 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1615656.625000 Penalty: 4826.977539
	Iteration 7Q: 3 clusters Score -1615657 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1616153.000000 Penalty: 4826.977539
	Iteration 8Q: 3 clusters Score -1616153 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1616589.125000 Penalty: 4826.977539
	Iteration 9Q: 3 clusters Score -1616589 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1616939.125000 Penalty: 4826.977539
	Iteration 10Q: 3 clusters Score -1616939 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1617257.625000 Penalty: 4826.977539
	Iteration 11Q: 3 clusters Score -1617258 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1617560.875000 Penalty: 4826.977539
	Iteration 12Q: 3 clusters Score -1617561 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1617858.000000 Penalty: 4826.977539
	Iteration 13Q: 3 clusters Score -1617858 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1618048.750000 Penalty: 4826.977539
	Iteration 14Q: 3 clusters Score -1618049 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1618155.625000 Penalty: 4826.977539
	Iteration 15Q: 3 clusters Score -1618156 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1618203.625000 Penalty: 4826.977539
	Iteration 16Q: 3 clusters Score -1618204 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1618227.375000 Penalty: 4826.977539
	Iteration 17Q: 3 clusters Score -1618227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1618242.875000 Penalty: 4826.977539
	Iteration 18Q: 3 clusters Score -1618243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1618249.625000 Penalty: 4826.977539
	Iteration 19Q: 3 clusters Score -1618250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1618261.500000 Penalty: 4826.977539
	Iteration 20F: 3 clusters Score -1618262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1618267.500000 Penalty: 4826.977539
	Iteration 21Q: 3 clusters Score -1618268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1618274.125000 Penalty: 4826.977539
	Iteration 22Q: 3 clusters Score -1618274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1618282.750000 Penalty: 4826.977539
	Iteration 23Q: 3 clusters Score -1618283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1618282.625000 Penalty: 4826.977539
	Iteration 24Q: 3 clusters Score -1618283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1618286.000000 Penalty: 4826.977539
	Iteration 25Q: 3 clusters Score -1618286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1618298.250000 Penalty: 4826.977539
	Iteration 26Q: 3 clusters Score -1618298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1618295.125000 Penalty: 4826.977539
	Iteration 27Q: 3 clusters Score -1618295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1618297.000000 Penalty: 4826.977539
	Iteration 28Q: 3 clusters Score -1618297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1618298.000000 Penalty: 4826.977539
	Iteration 29Q: 3 clusters Score -1618298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1618298.000000 Penalty: 4826.977539
	Iteration 30Q: 3 clusters Score -1618298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1618299.375000 Penalty: 4826.977539
	Iteration 31Q: 3 clusters Score -1618299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1618300.250000 Penalty: 4826.977539
	Iteration 32Q: 3 clusters Score -1618300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1618300.250000 Penalty: 4826.977539
	Iteration 33F: 3 clusters Score -1618300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 16361 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 156917 members 
Mstep: Class 8 contains 13180 members 
Mstep: Class 9 contains 24805 members 
Mstep: Class 10 contains 41416 members 
Mstep: Class 11 contains 40365 members 
Mstep: Class 12 contains 36646 members 
Mstep: Class 13 contains 60699 members 
Mstep: Class 14 contains 16365 members 
Mstep: Class 15 contains 16596 members 
Mstep: Class 16 contains 287416 members 
Mstep: Class 17 contains 47468 members 
Mstep: Class 18 contains 2117 members 
Mstep: Class 19 contains 239997 members 
Mstep: Class 20 contains 38663 members 
Mstep: Class 21 contains 7815 members 
Mstep: Class 22 contains 161877 members 
Mstep: Class 23 contains 15257 members 
Mstep: Class 24 contains 264666 members 
Mstep: Class 25 contains 15104 members 
Mstep: Class 26 contains 24551 members 
Mstep: Class 27 contains 30818 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 19078 members 
Mstep: Class 30 contains 3736 members 
Mstep: Class 31 contains 1588 members 
Entering Unmasked Estep 
Score: -157120000.000000 Penalty: 109915.046875
Splitting cluster 23 changes total score from -157119968.000000 to -157120000.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (264666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264666 members 
Entering Unmasked Estep 
Score: -26561992.000000 Penalty: 3096.583496
	Iteration 0F: 2 clusters Score -2.656199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132501 members 
Mstep: Class 2 contains 132165 members 
Entering Unmasked Estep 
Score: -26389116.000000 Penalty: 6193.166992
	Iteration 0F: 3 clusters Score -2.638912e+07 nChanged 127752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136421 members 
Mstep: Class 2 contains 128245 members 
Entering Unmasked Estep 
Score: -26463910.000000 Penalty: 6193.166992
	Iteration 1F: 3 clusters Score -2.646391e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138021 members 
Mstep: Class 2 contains 126645 members 
Entering Unmasked Estep 
Score: -26464908.000000 Penalty: 6193.166992
	Iteration 2Q: 3 clusters Score -2.646491e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140392 members 
Mstep: Class 2 contains 124274 members 
Entering Unmasked Estep 
Score: -26466686.000000 Penalty: 6193.166992
	Iteration 3Q: 3 clusters Score -2.646669e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143844 members 
Mstep: Class 2 contains 120822 members 
Entering Unmasked Estep 
Score: -26469206.000000 Penalty: 6193.166992
	Iteration 4Q: 3 clusters Score -2.646921e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148928 members 
Mstep: Class 2 contains 115738 members 
Entering Unmasked Estep 
Score: -26472440.000000 Penalty: 6193.166992
	Iteration 5Q: 3 clusters Score -2.647244e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156303 members 
Mstep: Class 2 contains 108363 members 
Entering Unmasked Estep 
Score: -26477270.000000 Penalty: 6193.166992
	Iteration 6Q: 3 clusters Score -2.647727e+07 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 97902 members 
Entering Unmasked Estep 
Score: -26484708.000000 Penalty: 6193.166992
	Iteration 7Q: 3 clusters Score -2.648471e+07 nChanged 15507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180587 members 
Mstep: Class 2 contains 84079 members 
Entering Unmasked Estep 
Score: -26495708.000000 Penalty: 6193.166992
	Iteration 8F: 3 clusters Score -2.649571e+07 nChanged 17505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196810 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -26508760.000000 Penalty: 6193.166992
	Iteration 9F: 3 clusters Score -2.650876e+07 nChanged 17063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212957 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -26521928.000000 Penalty: 6193.166992
	Iteration 10F: 3 clusters Score -2.652193e+07 nChanged 14295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226586 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -26532542.000000 Penalty: 6193.166992
	Iteration 11F: 3 clusters Score -2.653254e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237023 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -26540438.000000 Penalty: 6193.166992
	Iteration 12Q: 3 clusters Score -2.654044e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244659 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -26546088.000000 Penalty: 6193.166992
	Iteration 13Q: 3 clusters Score -2.654609e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250434 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -26550170.000000 Penalty: 6193.166992
	Iteration 14Q: 3 clusters Score -2.655017e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254660 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -26553176.000000 Penalty: 6193.166992
	Iteration 15Q: 3 clusters Score -2.655318e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257710 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -26555354.000000 Penalty: 6193.166992
	Iteration 16Q: 3 clusters Score -2.655535e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259722 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -26556722.000000 Penalty: 6193.166992
	Iteration 17Q: 3 clusters Score -2.655672e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261057 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -26557710.000000 Penalty: 6193.166992
	Iteration 18Q: 3 clusters Score -2.655771e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261959 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -26558268.000000 Penalty: 6193.166992
	Iteration 19Q: 3 clusters Score -2.655827e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262514 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -26558628.000000 Penalty: 6193.166992
	Iteration 20F: 3 clusters Score -2.655863e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262871 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -26558874.000000 Penalty: 6193.166992
	Iteration 21Q: 3 clusters Score -2.655887e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263108 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -26558980.000000 Penalty: 6193.166992
	Iteration 22Q: 3 clusters Score -2.655898e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263255 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -26559026.000000 Penalty: 6193.166992
	Iteration 23Q: 3 clusters Score -2.655903e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263360 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -26559112.000000 Penalty: 6193.166992
	Iteration 24Q: 3 clusters Score -2.655911e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263445 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -26559152.000000 Penalty: 6193.166992
	Iteration 25Q: 3 clusters Score -2.655915e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263513 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -26559176.000000 Penalty: 6193.166992
	Iteration 26Q: 3 clusters Score -2.655918e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263572 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -26559188.000000 Penalty: 6193.166992
	Iteration 27Q: 3 clusters Score -2.655919e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263612 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -26559238.000000 Penalty: 6193.166992
	Iteration 28Q: 3 clusters Score -2.655924e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263638 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -26559252.000000 Penalty: 6193.166992
	Iteration 29Q: 3 clusters Score -2.655925e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263657 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -26559266.000000 Penalty: 6193.166992
	Iteration 30Q: 3 clusters Score -2.655927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263669 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -26559256.000000 Penalty: 6193.166992
	Iteration 31Q: 3 clusters Score -2.655926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263679 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -26559276.000000 Penalty: 6193.166992
	Iteration 32Q: 3 clusters Score -2.655928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263688 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -26559262.000000 Penalty: 6193.166992
	Iteration 33Q: 3 clusters Score -2.655926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263694 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -26559264.000000 Penalty: 6193.166992
	Iteration 34Q: 3 clusters Score -2.655926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263699 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -26559254.000000 Penalty: 6193.166992
	Iteration 35Q: 3 clusters Score -2.655925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263704 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -26559280.000000 Penalty: 6193.166992
	Iteration 36Q: 3 clusters Score -2.655928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263708 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -26559268.000000 Penalty: 6193.166992
	Iteration 37Q: 3 clusters Score -2.655927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263714 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -26559284.000000 Penalty: 6193.166992
	Iteration 38Q: 3 clusters Score -2.655928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263716 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -26559292.000000 Penalty: 6193.166992
	Iteration 39Q: 3 clusters Score -2.655929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263716 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -26559292.000000 Penalty: 6193.166992
	Iteration 40F: 3 clusters Score -2.655929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Entering Unmasked Estep 
Score: -1476788.750000 Penalty: 2386.433350
	Iteration 0F: 2 clusters Score -1476789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1465824.625000 Penalty: 4772.866699
	Iteration 0F: 3 clusters Score -1465825 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1469324.125000 Penalty: 4772.866699
	Iteration 1F: 3 clusters Score -1469324 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1469725.750000 Penalty: 4772.866699
	Iteration 2F: 3 clusters Score -1469726 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1470061.000000 Penalty: 4772.866699
	Iteration 3F: 3 clusters Score -1470061 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1470359.000000 Penalty: 4772.866699
	Iteration 4Q: 3 clusters Score -1470359 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1470702.500000 Penalty: 4772.866699
	Iteration 5Q: 3 clusters Score -1470702 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1471094.500000 Penalty: 4772.866699
	Iteration 6Q: 3 clusters Score -1471094 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1471501.250000 Penalty: 4772.866699
	Iteration 7F: 3 clusters Score -1471501 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1471943.000000 Penalty: 4772.866699
	Iteration 8Q: 3 clusters Score -1471943 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1472323.375000 Penalty: 4772.866699
	Iteration 9Q: 3 clusters Score -1472323 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1472659.500000 Penalty: 4772.866699
	Iteration 10Q: 3 clusters Score -1472660 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1472884.000000 Penalty: 4772.866699
	Iteration 11Q: 3 clusters Score -1472884 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1473019.875000 Penalty: 4772.866699
	Iteration 12Q: 3 clusters Score -1473020 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1473103.250000 Penalty: 4772.866699
	Iteration 13Q: 3 clusters Score -1473103 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1473160.500000 Penalty: 4772.866699
	Iteration 14Q: 3 clusters Score -1473160 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1473194.000000 Penalty: 4772.866699
	Iteration 15Q: 3 clusters Score -1473194 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1473238.250000 Penalty: 4772.866699
	Iteration 16Q: 3 clusters Score -1473238 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1473271.375000 Penalty: 4772.866699
	Iteration 17Q: 3 clusters Score -1473271 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1473297.125000 Penalty: 4772.866699
	Iteration 18Q: 3 clusters Score -1473297 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1473316.375000 Penalty: 4772.866699
	Iteration 19Q: 3 clusters Score -1473316 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1473344.875000 Penalty: 4772.866699
	Iteration 20F: 3 clusters Score -1473345 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1473362.750000 Penalty: 4772.866699
	Iteration 21Q: 3 clusters Score -1473363 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1473373.125000 Penalty: 4772.866699
	Iteration 22Q: 3 clusters Score -1473373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1473384.375000 Penalty: 4772.866699
	Iteration 23Q: 3 clusters Score -1473384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1473393.375000 Penalty: 4772.866699
	Iteration 24Q: 3 clusters Score -1473393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1473402.750000 Penalty: 4772.866699
	Iteration 25Q: 3 clusters Score -1473403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1473412.625000 Penalty: 4772.866699
	Iteration 26Q: 3 clusters Score -1473413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1473417.250000 Penalty: 4772.866699
	Iteration 27Q: 3 clusters Score -1473417 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1473425.625000 Penalty: 4772.866699
	Iteration 28Q: 3 clusters Score -1473426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1473441.125000 Penalty: 4772.866699
	Iteration 29Q: 3 clusters Score -1473441 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1473452.375000 Penalty: 4772.866699
	Iteration 30Q: 3 clusters Score -1473452 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1473468.500000 Penalty: 4772.866699
	Iteration 31Q: 3 clusters Score -1473468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1473478.375000 Penalty: 4772.866699
	Iteration 32Q: 3 clusters Score -1473478 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1473492.375000 Penalty: 4772.866699
	Iteration 33Q: 3 clusters Score -1473492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1473510.500000 Penalty: 4772.866699
	Iteration 34Q: 3 clusters Score -1473510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1473531.000000 Penalty: 4772.866699
	Iteration 35Q: 3 clusters Score -1473531 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1473551.875000 Penalty: 4772.866699
	Iteration 36Q: 3 clusters Score -1473552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1473571.625000 Penalty: 4772.866699
	Iteration 37Q: 3 clusters Score -1473572 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1473588.125000 Penalty: 4772.866699
	Iteration 38Q: 3 clusters Score -1473588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1473611.500000 Penalty: 4772.866699
	Iteration 39Q: 3 clusters Score -1473612 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1473639.875000 Penalty: 4772.866699
	Iteration 40F: 3 clusters Score -1473640 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1473664.125000 Penalty: 4772.866699
	Iteration 41Q: 3 clusters Score -1473664 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1473701.625000 Penalty: 4772.866699
	Iteration 42Q: 3 clusters Score -1473702 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1473754.875000 Penalty: 4772.866699
	Iteration 43Q: 3 clusters Score -1473755 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1473812.625000 Penalty: 4772.866699
	Iteration 44Q: 3 clusters Score -1473813 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1473885.250000 Penalty: 4772.866699
	Iteration 45Q: 3 clusters Score -1473885 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1473956.125000 Penalty: 4772.866699
	Iteration 46Q: 3 clusters Score -1473956 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1474042.250000 Penalty: 4772.866699
	Iteration 47Q: 3 clusters Score -1474042 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1474121.500000 Penalty: 4772.866699
	Iteration 48Q: 3 clusters Score -1474122 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1474181.125000 Penalty: 4772.866699
	Iteration 49Q: 3 clusters Score -1474181 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1474237.500000 Penalty: 4772.866699
	Iteration 50Q: 3 clusters Score -1474238 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1474278.875000 Penalty: 4772.866699
	Iteration 51Q: 3 clusters Score -1474279 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1474327.250000 Penalty: 4772.866699
	Iteration 52Q: 3 clusters Score -1474327 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1474365.750000 Penalty: 4772.866699
	Iteration 53Q: 3 clusters Score -1474366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1474390.875000 Penalty: 4772.866699
	Iteration 54Q: 3 clusters Score -1474391 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1474411.750000 Penalty: 4772.866699
	Iteration 55Q: 3 clusters Score -1474412 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1474435.250000 Penalty: 4772.866699
	Iteration 56Q: 3 clusters Score -1474435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1474458.625000 Penalty: 4772.866699
	Iteration 57Q: 3 clusters Score -1474459 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1474486.000000 Penalty: 4772.866699
	Iteration 58Q: 3 clusters Score -1474486 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1474513.750000 Penalty: 4772.866699
	Iteration 59Q: 3 clusters Score -1474514 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1474540.625000 Penalty: 4772.866699
	Iteration 60F: 3 clusters Score -1474541 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1474571.625000 Penalty: 4772.866699
	Iteration 61Q: 3 clusters Score -1474572 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1474602.500000 Penalty: 4772.866699
	Iteration 62Q: 3 clusters Score -1474602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1474627.500000 Penalty: 4772.866699
	Iteration 63Q: 3 clusters Score -1474628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1474643.750000 Penalty: 4772.866699
	Iteration 64Q: 3 clusters Score -1474644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1474663.500000 Penalty: 4772.866699
	Iteration 65Q: 3 clusters Score -1474664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1474672.375000 Penalty: 4772.866699
	Iteration 66Q: 3 clusters Score -1474672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1474695.000000 Penalty: 4772.866699
	Iteration 67Q: 3 clusters Score -1474695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1474707.500000 Penalty: 4772.866699
	Iteration 68Q: 3 clusters Score -1474708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1474732.625000 Penalty: 4772.866699
	Iteration 69Q: 3 clusters Score -1474733 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1474767.500000 Penalty: 4772.866699
	Iteration 70Q: 3 clusters Score -1474768 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1474806.625000 Penalty: 4772.866699
	Iteration 71Q: 3 clusters Score -1474807 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1474854.125000 Penalty: 4772.866699
	Iteration 72Q: 3 clusters Score -1474854 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1474924.875000 Penalty: 4772.866699
	Iteration 73Q: 3 clusters Score -1474925 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1474998.500000 Penalty: 4772.866699
	Iteration 74Q: 3 clusters Score -1474998 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1475070.875000 Penalty: 4772.866699
	Iteration 75Q: 3 clusters Score -1475071 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1475130.125000 Penalty: 4772.866699
	Iteration 76Q: 3 clusters Score -1475130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1475170.625000 Penalty: 4772.866699
	Iteration 77Q: 3 clusters Score -1475171 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1475202.250000 Penalty: 4772.866699
	Iteration 78Q: 3 clusters Score -1475202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1475231.250000 Penalty: 4772.866699
	Iteration 79Q: 3 clusters Score -1475231 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1475254.000000 Penalty: 4772.866699
	Iteration 80F: 3 clusters Score -1475254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1475274.375000 Penalty: 4772.866699
	Iteration 81Q: 3 clusters Score -1475274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1475285.250000 Penalty: 4772.866699
	Iteration 82Q: 3 clusters Score -1475285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1475289.125000 Penalty: 4772.866699
	Iteration 83Q: 3 clusters Score -1475289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1475294.500000 Penalty: 4772.866699
	Iteration 84Q: 3 clusters Score -1475294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1475304.000000 Penalty: 4772.866699
	Iteration 85Q: 3 clusters Score -1475304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1475304.000000 Penalty: 4772.866699
	Iteration 86Q: 3 clusters Score -1475304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1475312.500000 Penalty: 4772.866699
	Iteration 87Q: 3 clusters Score -1475312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1475317.500000 Penalty: 4772.866699
	Iteration 88Q: 3 clusters Score -1475318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1475320.500000 Penalty: 4772.866699
	Iteration 89Q: 3 clusters Score -1475320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1475321.250000 Penalty: 4772.866699
	Iteration 90Q: 3 clusters Score -1475321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1475327.625000 Penalty: 4772.866699
	Iteration 91Q: 3 clusters Score -1475328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1475332.500000 Penalty: 4772.866699
	Iteration 92Q: 3 clusters Score -1475332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1475336.125000 Penalty: 4772.866699
	Iteration 93Q: 3 clusters Score -1475336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1475335.875000 Penalty: 4772.866699
	Iteration 94Q: 3 clusters Score -1475336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1475338.000000 Penalty: 4772.866699
	Iteration 95Q: 3 clusters Score -1475338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1475337.875000 Penalty: 4772.866699
	Iteration 96Q: 3 clusters Score -1475338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1475341.000000 Penalty: 4772.866699
	Iteration 97Q: 3 clusters Score -1475341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1475341.125000 Penalty: 4772.866699
	Iteration 98Q: 3 clusters Score -1475341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1475342.375000 Penalty: 4772.866699
	Iteration 99Q: 3 clusters Score -1475342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1475344.375000 Penalty: 4772.866699
	Iteration 100F: 3 clusters Score -1475344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1475344.750000 Penalty: 4772.866699
	Iteration 101Q: 3 clusters Score -1475345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1475342.625000 Penalty: 4772.866699
	Iteration 102Q: 3 clusters Score -1475343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1475342.250000 Penalty: 4772.866699
	Iteration 103Q: 3 clusters Score -1475342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1475344.375000 Penalty: 4772.866699
	Iteration 104Q: 3 clusters Score -1475344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1475344.500000 Penalty: 4772.866699
	Iteration 105Q: 3 clusters Score -1475344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1475344.500000 Penalty: 4772.866699
	Iteration 106F: 3 clusters Score -1475344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Entering Unmasked Estep 
Score: -2522063.750000 Penalty: 2506.909912
	Iteration 0F: 2 clusters Score -2522064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2504946.500000 Penalty: 5013.819824
	Iteration 0F: 3 clusters Score -2504946 nChanged 11055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2510834.250000 Penalty: 5013.819824
	Iteration 1F: 3 clusters Score -2510834 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2511346.500000 Penalty: 5013.819824
	Iteration 2F: 3 clusters Score -2511346 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2511781.750000 Penalty: 5013.819824
	Iteration 3Q: 3 clusters Score -2511782 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2512179.750000 Penalty: 5013.819824
	Iteration 4Q: 3 clusters Score -2512180 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2512553.500000 Penalty: 5013.819824
	Iteration 5Q: 3 clusters Score -2512554 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2512944.750000 Penalty: 5013.819824
	Iteration 6Q: 3 clusters Score -2512945 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2513322.000000 Penalty: 5013.819824
	Iteration 7Q: 3 clusters Score -2513322 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2513762.000000 Penalty: 5013.819824
	Iteration 8Q: 3 clusters Score -2513762 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2514336.750000 Penalty: 5013.819824
	Iteration 9Q: 3 clusters Score -2514337 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2515145.000000 Penalty: 5013.819824
	Iteration 10Q: 3 clusters Score -2515145 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2516115.000000 Penalty: 5013.819824
	Iteration 11F: 3 clusters Score -2516115 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2517070.750000 Penalty: 5013.819824
	Iteration 12Q: 3 clusters Score -2517071 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2517787.250000 Penalty: 5013.819824
	Iteration 13Q: 3 clusters Score -2517787 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2518178.250000 Penalty: 5013.819824
	Iteration 14Q: 3 clusters Score -2518178 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2518374.250000 Penalty: 5013.819824
	Iteration 15Q: 3 clusters Score -2518374 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2518504.750000 Penalty: 5013.819824
	Iteration 16Q: 3 clusters Score -2518505 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2518591.000000 Penalty: 5013.819824
	Iteration 17Q: 3 clusters Score -2518591 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2518666.500000 Penalty: 5013.819824
	Iteration 18Q: 3 clusters Score -2518666 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2518728.750000 Penalty: 5013.819824
	Iteration 19Q: 3 clusters Score -2518729 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -2518817.750000 Penalty: 5013.819824
	Iteration 20F: 3 clusters Score -2518818 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2518881.250000 Penalty: 5013.819824
	Iteration 21Q: 3 clusters Score -2518881 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2518951.750000 Penalty: 5013.819824
	Iteration 22Q: 3 clusters Score -2518952 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2519017.250000 Penalty: 5013.819824
	Iteration 23Q: 3 clusters Score -2519017 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2519078.750000 Penalty: 5013.819824
	Iteration 24Q: 3 clusters Score -2519079 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2519137.000000 Penalty: 5013.819824
	Iteration 25Q: 3 clusters Score -2519137 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2519185.750000 Penalty: 5013.819824
	Iteration 26Q: 3 clusters Score -2519186 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2519226.250000 Penalty: 5013.819824
	Iteration 27Q: 3 clusters Score -2519226 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2519274.250000 Penalty: 5013.819824
	Iteration 28Q: 3 clusters Score -2519274 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2519313.500000 Penalty: 5013.819824
	Iteration 29Q: 3 clusters Score -2519314 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2519365.750000 Penalty: 5013.819824
	Iteration 30Q: 3 clusters Score -2519366 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2519395.250000 Penalty: 5013.819824
	Iteration 31Q: 3 clusters Score -2519395 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2519437.500000 Penalty: 5013.819824
	Iteration 32Q: 3 clusters Score -2519438 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2519471.500000 Penalty: 5013.819824
	Iteration 33Q: 3 clusters Score -2519472 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -2519504.500000 Penalty: 5013.819824
	Iteration 34Q: 3 clusters Score -2519504 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2519525.750000 Penalty: 5013.819824
	Iteration 35Q: 3 clusters Score -2519526 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2519545.750000 Penalty: 5013.819824
	Iteration 36Q: 3 clusters Score -2519546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2519569.250000 Penalty: 5013.819824
	Iteration 37Q: 3 clusters Score -2519569 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2519578.750000 Penalty: 5013.819824
	Iteration 38Q: 3 clusters Score -2519579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2519606.750000 Penalty: 5013.819824
	Iteration 39Q: 3 clusters Score -2519607 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2519634.000000 Penalty: 5013.819824
	Iteration 40F: 3 clusters Score -2519634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2519652.250000 Penalty: 5013.819824
	Iteration 41Q: 3 clusters Score -2519652 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2519660.750000 Penalty: 5013.819824
	Iteration 42Q: 3 clusters Score -2519661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2519669.750000 Penalty: 5013.819824
	Iteration 43Q: 3 clusters Score -2519670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -2519681.500000 Penalty: 5013.819824
	Iteration 44Q: 3 clusters Score -2519682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -2519688.000000 Penalty: 5013.819824
	Iteration 45Q: 3 clusters Score -2519688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2519700.750000 Penalty: 5013.819824
	Iteration 46Q: 3 clusters Score -2519701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -2519713.250000 Penalty: 5013.819824
	Iteration 47Q: 3 clusters Score -2519713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2519725.000000 Penalty: 5013.819824
	Iteration 48Q: 3 clusters Score -2519725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -2519731.000000 Penalty: 5013.819824
	Iteration 49Q: 3 clusters Score -2519731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2519748.500000 Penalty: 5013.819824
	Iteration 50Q: 3 clusters Score -2519748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -2519759.000000 Penalty: 5013.819824
	Iteration 51Q: 3 clusters Score -2519759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -2519772.250000 Penalty: 5013.819824
	Iteration 52Q: 3 clusters Score -2519772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -2519780.000000 Penalty: 5013.819824
	Iteration 53Q: 3 clusters Score -2519780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -2519787.500000 Penalty: 5013.819824
	Iteration 54Q: 3 clusters Score -2519788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2519796.250000 Penalty: 5013.819824
	Iteration 55Q: 3 clusters Score -2519796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -2519801.750000 Penalty: 5013.819824
	Iteration 56Q: 3 clusters Score -2519802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2519807.000000 Penalty: 5013.819824
	Iteration 57Q: 3 clusters Score -2519807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -2519810.000000 Penalty: 5013.819824
	Iteration 58Q: 3 clusters Score -2519810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -2519824.750000 Penalty: 5013.819824
	Iteration 59Q: 3 clusters Score -2519825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -2519830.750000 Penalty: 5013.819824
	Iteration 60F: 3 clusters Score -2519831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2519843.000000 Penalty: 5013.819824
	Iteration 61Q: 3 clusters Score -2519843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2519850.250000 Penalty: 5013.819824
	Iteration 62Q: 3 clusters Score -2519850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2519858.250000 Penalty: 5013.819824
	Iteration 63Q: 3 clusters Score -2519858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -2519865.750000 Penalty: 5013.819824
	Iteration 64Q: 3 clusters Score -2519866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -2519878.750000 Penalty: 5013.819824
	Iteration 65Q: 3 clusters Score -2519879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -2519883.250000 Penalty: 5013.819824
	Iteration 66Q: 3 clusters Score -2519883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2519887.250000 Penalty: 5013.819824
	Iteration 67Q: 3 clusters Score -2519887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2519894.250000 Penalty: 5013.819824
	Iteration 68Q: 3 clusters Score -2519894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2519899.750000 Penalty: 5013.819824
	Iteration 69Q: 3 clusters Score -2519900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -2519896.750000 Penalty: 5013.819824
	Iteration 70Q: 3 clusters Score -2519897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -2519904.500000 Penalty: 5013.819824
	Iteration 71Q: 3 clusters Score -2519904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2519913.250000 Penalty: 5013.819824
	Iteration 72Q: 3 clusters Score -2519913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2519911.750000 Penalty: 5013.819824
	Iteration 73Q: 3 clusters Score -2519912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -2519920.000000 Penalty: 5013.819824
	Iteration 74Q: 3 clusters Score -2519920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2519919.500000 Penalty: 5013.819824
	Iteration 75Q: 3 clusters Score -2519920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2519921.250000 Penalty: 5013.819824
	Iteration 76Q: 3 clusters Score -2519921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2519923.000000 Penalty: 5013.819824
	Iteration 77Q: 3 clusters Score -2519923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -2519928.750000 Penalty: 5013.819824
	Iteration 78Q: 3 clusters Score -2519929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2519938.250000 Penalty: 5013.819824
	Iteration 79Q: 3 clusters Score -2519938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -2519940.750000 Penalty: 5013.819824
	Iteration 80F: 3 clusters Score -2519941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2519940.000000 Penalty: 5013.819824
	Iteration 81Q: 3 clusters Score -2519940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -2519945.500000 Penalty: 5013.819824
	Iteration 82Q: 3 clusters Score -2519946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -2519952.250000 Penalty: 5013.819824
	Iteration 83Q: 3 clusters Score -2519952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -2519952.250000 Penalty: 5013.819824
	Iteration 84Q: 3 clusters Score -2519952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -2519952.250000 Penalty: 5013.819824
	Iteration 85Q: 3 clusters Score -2519952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -2519956.500000 Penalty: 5013.819824
	Iteration 86Q: 3 clusters Score -2519956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -2519955.000000 Penalty: 5013.819824
	Iteration 87Q: 3 clusters Score -2519955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2519959.750000 Penalty: 5013.819824
	Iteration 88Q: 3 clusters Score -2519960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -2519962.000000 Penalty: 5013.819824
	Iteration 89Q: 3 clusters Score -2519962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -2519963.500000 Penalty: 5013.819824
	Iteration 90Q: 3 clusters Score -2519964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -2519966.500000 Penalty: 5013.819824
	Iteration 91Q: 3 clusters Score -2519966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2519971.000000 Penalty: 5013.819824
	Iteration 92Q: 3 clusters Score -2519971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2519971.250000 Penalty: 5013.819824
	Iteration 93Q: 3 clusters Score -2519971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -2519969.500000 Penalty: 5013.819824
	Iteration 94Q: 3 clusters Score -2519970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -2519978.750000 Penalty: 5013.819824
	Iteration 95Q: 3 clusters Score -2519979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -2519982.250000 Penalty: 5013.819824
	Iteration 96Q: 3 clusters Score -2519982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2519985.250000 Penalty: 5013.819824
	Iteration 97Q: 3 clusters Score -2519985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2519989.000000 Penalty: 5013.819824
	Iteration 98Q: 3 clusters Score -2519989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -2519988.250000 Penalty: 5013.819824
	Iteration 99Q: 3 clusters Score -2519988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -2519994.750000 Penalty: 5013.819824
	Iteration 100F: 3 clusters Score -2519995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -2519995.500000 Penalty: 5013.819824
	Iteration 101Q: 3 clusters Score -2519996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -2519993.250000 Penalty: 5013.819824
	Iteration 102Q: 3 clusters Score -2519993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -2519998.000000 Penalty: 5013.819824
	Iteration 103Q: 3 clusters Score -2519998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -2520002.750000 Penalty: 5013.819824
	Iteration 104Q: 3 clusters Score -2520003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -2520004.250000 Penalty: 5013.819824
	Iteration 105Q: 3 clusters Score -2520004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -2520005.750000 Penalty: 5013.819824
	Iteration 106Q: 3 clusters Score -2520006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -2520005.750000 Penalty: 5013.819824
	Iteration 107F: 3 clusters Score -2520006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (30818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Entering Unmasked Estep 
Score: -3054812.750000 Penalty: 2563.291992
	Iteration 0F: 2 clusters Score -3054813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3033702.250000 Penalty: 5126.583984
	Iteration 0F: 3 clusters Score -3033702 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3041361.750000 Penalty: 5126.583984
	Iteration 1F: 3 clusters Score -3041362 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3041976.500000 Penalty: 5126.583984
	Iteration 2F: 3 clusters Score -3041976 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3042780.250000 Penalty: 5126.583984
	Iteration 3F: 3 clusters Score -3042780 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3043867.500000 Penalty: 5126.583984
	Iteration 4F: 3 clusters Score -3043868 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3045446.000000 Penalty: 5126.583984
	Iteration 5F: 3 clusters Score -3045446 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -3047374.750000 Penalty: 5126.583984
	Iteration 6F: 3 clusters Score -3047375 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3049253.750000 Penalty: 5126.583984
	Iteration 7F: 3 clusters Score -3049254 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3050614.500000 Penalty: 5126.583984
	Iteration 8Q: 3 clusters Score -3050614 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3051404.250000 Penalty: 5126.583984
	Iteration 9Q: 3 clusters Score -3051404 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3051865.000000 Penalty: 5126.583984
	Iteration 10Q: 3 clusters Score -3051865 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3052115.000000 Penalty: 5126.583984
	Iteration 11Q: 3 clusters Score -3052115 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3052299.500000 Penalty: 5126.583984
	Iteration 12Q: 3 clusters Score -3052300 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3052460.750000 Penalty: 5126.583984
	Iteration 13Q: 3 clusters Score -3052461 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3052616.750000 Penalty: 5126.583984
	Iteration 14Q: 3 clusters Score -3052617 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3052708.750000 Penalty: 5126.583984
	Iteration 15Q: 3 clusters Score -3052709 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3052776.250000 Penalty: 5126.583984
	Iteration 16Q: 3 clusters Score -3052776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3052821.250000 Penalty: 5126.583984
	Iteration 17Q: 3 clusters Score -3052821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3052837.750000 Penalty: 5126.583984
	Iteration 18Q: 3 clusters Score -3052838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3052848.250000 Penalty: 5126.583984
	Iteration 19Q: 3 clusters Score -3052848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3052856.250000 Penalty: 5126.583984
	Iteration 20F: 3 clusters Score -3052856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3052863.750000 Penalty: 5126.583984
	Iteration 21Q: 3 clusters Score -3052864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3052864.750000 Penalty: 5126.583984
	Iteration 22Q: 3 clusters Score -3052865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3052873.500000 Penalty: 5126.583984
	Iteration 23Q: 3 clusters Score -3052874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3052875.500000 Penalty: 5126.583984
	Iteration 24Q: 3 clusters Score -3052876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3052873.500000 Penalty: 5126.583984
	Iteration 25Q: 3 clusters Score -3052874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3052873.750000 Penalty: 5126.583984
	Iteration 26Q: 3 clusters Score -3052874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3052878.500000 Penalty: 5126.583984
	Iteration 27Q: 3 clusters Score -3052878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3052877.250000 Penalty: 5126.583984
	Iteration 28Q: 3 clusters Score -3052877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3052880.750000 Penalty: 5126.583984
	Iteration 29Q: 3 clusters Score -3052881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3052885.000000 Penalty: 5126.583984
	Iteration 30Q: 3 clusters Score -3052885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3052879.250000 Penalty: 5126.583984
	Iteration 31Q: 3 clusters Score -3052879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3052879.250000 Penalty: 5126.583984
	Iteration 32F: 3 clusters Score -3052879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -519123.750000 Penalty: 2136.531250
	Iteration 0F: 2 clusters Score -519123.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -514347.875000 Penalty: 4273.062500
	Iteration 0F: 3 clusters Score -514347.9 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -516503.500000 Penalty: 4273.062500
	Iteration 1F: 3 clusters Score -516503.5 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -517698.093750 Penalty: 4273.062500
	Iteration 2F: 3 clusters Score -517698.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -518719.625000 Penalty: 4273.062500
	Iteration 3F: 3 clusters Score -518719.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -519441.781250 Penalty: 4273.062500
	Iteration 4F: 3 clusters Score -519441.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -519900.781250 Penalty: 4273.062500
	Iteration 5F: 3 clusters Score -519900.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -520245.281250 Penalty: 4273.062500
	Iteration 6Q: 3 clusters Score -520245.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -520489.250000 Penalty: 4273.062500
	Iteration 7Q: 3 clusters Score -520489.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -520678.125000 Penalty: 4273.062500
	Iteration 8Q: 3 clusters Score -520678.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -520754.062500 Penalty: 4273.062500
	Iteration 9Q: 3 clusters Score -520754.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -520780.187500 Penalty: 4273.062500
	Iteration 10Q: 3 clusters Score -520780.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -520792.218750 Penalty: 4273.062500
	Iteration 11Q: 3 clusters Score -520792.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -520796.937500 Penalty: 4273.062500
	Iteration 12Q: 3 clusters Score -520796.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -520797.593750 Penalty: 4273.062500
	Iteration 13Q: 3 clusters Score -520797.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -520797.968750 Penalty: 4273.062500
	Iteration 14Q: 3 clusters Score -520798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -520798.781250 Penalty: 4273.062500
	Iteration 15Q: 3 clusters Score -520798.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -520798.781250 Penalty: 4273.062500
	Iteration 16F: 3 clusters Score -520798.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 16361 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 156917 members 
Mstep: Class 8 contains 13180 members 
Mstep: Class 9 contains 24805 members 
Mstep: Class 10 contains 41416 members 
Mstep: Class 11 contains 40365 members 
Mstep: Class 12 contains 36646 members 
Mstep: Class 13 contains 60699 members 
Mstep: Class 14 contains 16365 members 
Mstep: Class 15 contains 16596 members 
Mstep: Class 16 contains 287416 members 
Mstep: Class 17 contains 47468 members 
Mstep: Class 18 contains 2117 members 
Mstep: Class 19 contains 239997 members 
Mstep: Class 20 contains 38663 members 
Mstep: Class 21 contains 7815 members 
Mstep: Class 22 contains 161877 members 
Mstep: Class 23 contains 15257 members 
Mstep: Class 24 contains 264666 members 
Mstep: Class 25 contains 15104 members 
Mstep: Class 26 contains 24551 members 
Mstep: Class 27 contains 30818 members 
Mstep: Class 28 contains 1496 members 
Mstep: Class 29 contains 19078 members 
Mstep: Class 30 contains 3736 members 
Mstep: Class 31 contains 1588 members 
Mstep: Class 32 contains 4018 members 
Entering Unmasked Estep 
Score: -157120608.000000 Penalty: 113460.695312
Splitting cluster 28 changes total score from -157119968.000000 to -157120608.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 16361 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 156917 members 
Mstep: Class 8 contains 13180 members 
Mstep: Class 9 contains 24805 members 
Mstep: Class 10 contains 41416 members 
Mstep: Class 11 contains 40365 members 
Mstep: Class 12 contains 36646 members 
Mstep: Class 13 contains 60699 members 
Mstep: Class 14 contains 16365 members 
Mstep: Class 15 contains 16596 members 
Mstep: Class 16 contains 287416 members 
Mstep: Class 17 contains 47468 members 
Mstep: Class 18 contains 2117 members 
Mstep: Class 19 contains 239997 members 
Mstep: Class 20 contains 38663 members 
Mstep: Class 21 contains 7815 members 
Mstep: Class 22 contains 161877 members 
Mstep: Class 23 contains 15257 members 
Mstep: Class 24 contains 264666 members 
Mstep: Class 25 contains 15104 members 
Mstep: Class 26 contains 24551 members 
Mstep: Class 27 contains 30818 members 
Mstep: Class 28 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157122816.000000 Penalty: 113460.695312
Iteration 79Q: 33 clusters Score -1.571228e+08 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 16349 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 10690 members 
Mstep: Class 7 contains 156983 members 
Mstep: Class 8 contains 13180 members 
Mstep: Class 9 contains 24803 members 
Mstep: Class 10 contains 41679 members 
Mstep: Class 11 contains 40557 members 
Mstep: Class 12 contains 36463 members 
Mstep: Class 13 contains 60719 members 
Mstep: Class 14 contains 16473 members 
Mstep: Class 15 contains 16597 members 
Mstep: Class 16 contains 287340 members 
Mstep: Class 17 contains 47425 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 239617 members 
Mstep: Class 20 contains 38657 members 
Mstep: Class 21 contains 7996 members 
Mstep: Class 22 contains 163168 members 
Mstep: Class 23 contains 15363 members 
Mstep: Class 24 contains 263508 members 
Mstep: Class 25 contains 15020 members 
Mstep: Class 26 contains 24580 members 
Mstep: Class 27 contains 30783 members 
Mstep: Class 28 contains 1666 members 
Mstep: Class 29 contains 18536 members 
Mstep: Class 30 contains 3417 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 3990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157124880.000000 Penalty: 113460.695312
Iteration 80F: 33 clusters Score -1.571249e+08 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 16349 members 
Mstep: Class 4 contains 1979 members 
Mstep: Class 5 contains 9914 members 
Mstep: Class 6 contains 10668 members 
Mstep: Class 7 contains 157051 members 
Mstep: Class 8 contains 13181 members 
Mstep: Class 9 contains 24735 members 
Mstep: Class 10 contains 41932 members 
Mstep: Class 11 contains 40732 members 
Mstep: Class 12 contains 36311 members 
Mstep: Class 13 contains 60742 members 
Mstep: Class 14 contains 16490 members 
Mstep: Class 15 contains 16599 members 
Mstep: Class 16 contains 287246 members 
Mstep: Class 17 contains 47399 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 239253 members 
Mstep: Class 20 contains 38641 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 164361 members 
Mstep: Class 23 contains 15378 members 
Mstep: Class 24 contains 262427 members 
Mstep: Class 25 contains 14972 members 
Mstep: Class 26 contains 24619 members 
Mstep: Class 27 contains 30743 members 
Mstep: Class 28 contains 1761 members 
Mstep: Class 29 contains 18274 members 
Mstep: Class 30 contains 3261 members 
Mstep: Class 31 contains 2072 members 
Mstep: Class 32 contains 3997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157126608.000000 Penalty: 113460.695312
Iteration 81Q: 33 clusters Score -1.571266e+08 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 16348 members 
Mstep: Class 4 contains 2048 members 
Mstep: Class 5 contains 9900 members 
Mstep: Class 6 contains 10650 members 
Mstep: Class 7 contains 157122 members 
Mstep: Class 8 contains 13175 members 
Mstep: Class 9 contains 24693 members 
Mstep: Class 10 contains 42180 members 
Mstep: Class 11 contains 40948 members 
Mstep: Class 12 contains 36206 members 
Mstep: Class 13 contains 60775 members 
Mstep: Class 14 contains 16509 members 
Mstep: Class 15 contains 16606 members 
Mstep: Class 16 contains 287185 members 
Mstep: Class 17 contains 47367 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 238882 members 
Mstep: Class 20 contains 38650 members 
Mstep: Class 21 contains 8090 members 
Mstep: Class 22 contains 165519 members 
Mstep: Class 23 contains 15442 members 
Mstep: Class 24 contains 261330 members 
Mstep: Class 25 contains 14932 members 
Mstep: Class 26 contains 24658 members 
Mstep: Class 27 contains 30700 members 
Mstep: Class 28 contains 1831 members 
Mstep: Class 29 contains 18021 members 
Mstep: Class 30 contains 3124 members 
Mstep: Class 31 contains 2249 members 
Mstep: Class 32 contains 4008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157127552.000000 Penalty: 113460.695312
Iteration 82Q: 33 clusters Score -1.571276e+08 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 16346 members 
Mstep: Class 4 contains 2069 members 
Mstep: Class 5 contains 9893 members 
Mstep: Class 6 contains 10651 members 
Mstep: Class 7 contains 157212 members 
Mstep: Class 8 contains 13175 members 
Mstep: Class 9 contains 24662 members 
Mstep: Class 10 contains 42411 members 
Mstep: Class 11 contains 41143 members 
Mstep: Class 12 contains 36144 members 
Mstep: Class 13 contains 60809 members 
Mstep: Class 14 contains 16516 members 
Mstep: Class 15 contains 16616 members 
Mstep: Class 16 contains 287129 members 
Mstep: Class 17 contains 47340 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 238526 members 
Mstep: Class 20 contains 38640 members 
Mstep: Class 21 contains 8108 members 
Mstep: Class 22 contains 166641 members 
Mstep: Class 23 contains 15503 members 
Mstep: Class 24 contains 260249 members 
Mstep: Class 25 contains 14907 members 
Mstep: Class 26 contains 24692 members 
Mstep: Class 27 contains 30664 members 
Mstep: Class 28 contains 1899 members 
Mstep: Class 29 contains 17788 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 2341 members 
Mstep: Class 32 contains 4015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128784.000000 Penalty: 113460.695312
Iteration 83Q: 33 clusters Score -1.571288e+08 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 16343 members 
Mstep: Class 4 contains 2083 members 
Mstep: Class 5 contains 9882 members 
Mstep: Class 6 contains 10644 members 
Mstep: Class 7 contains 157282 members 
Mstep: Class 8 contains 13171 members 
Mstep: Class 9 contains 24640 members 
Mstep: Class 10 contains 42668 members 
Mstep: Class 11 contains 41338 members 
Mstep: Class 12 contains 36080 members 
Mstep: Class 13 contains 60839 members 
Mstep: Class 14 contains 16524 members 
Mstep: Class 15 contains 16621 members 
Mstep: Class 16 contains 287061 members 
Mstep: Class 17 contains 47311 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 238159 members 
Mstep: Class 20 contains 38644 members 
Mstep: Class 21 contains 8086 members 
Mstep: Class 22 contains 167719 members 
Mstep: Class 23 contains 15546 members 
Mstep: Class 24 contains 259260 members 
Mstep: Class 25 contains 14891 members 
Mstep: Class 26 contains 24718 members 
Mstep: Class 27 contains 30628 members 
Mstep: Class 28 contains 1960 members 
Mstep: Class 29 contains 17603 members 
Mstep: Class 30 contains 3021 members 
Mstep: Class 31 contains 2412 members 
Mstep: Class 32 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129264.000000 Penalty: 113460.695312
Iteration 84Q: 33 clusters Score -1.571293e+08 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 16334 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 9881 members 
Mstep: Class 6 contains 10637 members 
Mstep: Class 7 contains 157359 members 
Mstep: Class 8 contains 13167 members 
Mstep: Class 9 contains 24605 members 
Mstep: Class 10 contains 42942 members 
Mstep: Class 11 contains 41502 members 
Mstep: Class 12 contains 36018 members 
Mstep: Class 13 contains 60879 members 
Mstep: Class 14 contains 16539 members 
Mstep: Class 15 contains 16627 members 
Mstep: Class 16 contains 287014 members 
Mstep: Class 17 contains 47283 members 
Mstep: Class 18 contains 2107 members 
Mstep: Class 19 contains 237778 members 
Mstep: Class 20 contains 38649 members 
Mstep: Class 21 contains 8086 members 
Mstep: Class 22 contains 168735 members 
Mstep: Class 23 contains 15587 members 
Mstep: Class 24 contains 258257 members 
Mstep: Class 25 contains 14873 members 
Mstep: Class 26 contains 24755 members 
Mstep: Class 27 contains 30598 members 
Mstep: Class 28 contains 2009 members 
Mstep: Class 29 contains 17448 members 
Mstep: Class 30 contains 2993 members 
Mstep: Class 31 contains 2486 members 
Mstep: Class 32 contains 4032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157129984.000000 Penalty: 113460.695312
Iteration 85Q: 33 clusters Score -1.5713e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 16334 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 9875 members 
Mstep: Class 6 contains 10631 members 
Mstep: Class 7 contains 157469 members 
Mstep: Class 8 contains 13162 members 
Mstep: Class 9 contains 24576 members 
Mstep: Class 10 contains 43183 members 
Mstep: Class 11 contains 41650 members 
Mstep: Class 12 contains 35960 members 
Mstep: Class 13 contains 60922 members 
Mstep: Class 14 contains 16551 members 
Mstep: Class 15 contains 16630 members 
Mstep: Class 16 contains 286908 members 
Mstep: Class 17 contains 47286 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 237460 members 
Mstep: Class 20 contains 38656 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 169687 members 
Mstep: Class 23 contains 15619 members 
Mstep: Class 24 contains 257292 members 
Mstep: Class 25 contains 14875 members 
Mstep: Class 26 contains 24787 members 
Mstep: Class 27 contains 30561 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 17323 members 
Mstep: Class 30 contains 2977 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157130352.000000 Penalty: 113460.695312
Iteration 86Q: 33 clusters Score -1.571304e+08 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2565 members 
Mstep: Class 3 contains 16332 members 
Mstep: Class 4 contains 2108 members 
Mstep: Class 5 contains 9867 members 
Mstep: Class 6 contains 10623 members 
Mstep: Class 7 contains 157573 members 
Mstep: Class 8 contains 13158 members 
Mstep: Class 9 contains 24562 members 
Mstep: Class 10 contains 43412 members 
Mstep: Class 11 contains 41761 members 
Mstep: Class 12 contains 35908 members 
Mstep: Class 13 contains 60952 members 
Mstep: Class 14 contains 16560 members 
Mstep: Class 15 contains 16629 members 
Mstep: Class 16 contains 286797 members 
Mstep: Class 17 contains 47277 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 237156 members 
Mstep: Class 20 contains 38654 members 
Mstep: Class 21 contains 8068 members 
Mstep: Class 22 contains 170623 members 
Mstep: Class 23 contains 15640 members 
Mstep: Class 24 contains 256364 members 
Mstep: Class 25 contains 14869 members 
Mstep: Class 26 contains 24817 members 
Mstep: Class 27 contains 30537 members 
Mstep: Class 28 contains 2040 members 
Mstep: Class 29 contains 17243 members 
Mstep: Class 30 contains 2995 members 
Mstep: Class 31 contains 2587 members 
Mstep: Class 32 contains 4052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131216.000000 Penalty: 113460.695312
Iteration 87Q: 33 clusters Score -1.571312e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2568 members 
Mstep: Class 3 contains 16335 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 9861 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 157677 members 
Mstep: Class 8 contains 13154 members 
Mstep: Class 9 contains 24538 members 
Mstep: Class 10 contains 43651 members 
Mstep: Class 11 contains 41842 members 
Mstep: Class 12 contains 35858 members 
Mstep: Class 13 contains 60981 members 
Mstep: Class 14 contains 16558 members 
Mstep: Class 15 contains 16636 members 
Mstep: Class 16 contains 286703 members 
Mstep: Class 17 contains 47269 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 236854 members 
Mstep: Class 20 contains 38637 members 
Mstep: Class 21 contains 8060 members 
Mstep: Class 22 contains 171487 members 
Mstep: Class 23 contains 15674 members 
Mstep: Class 24 contains 255486 members 
Mstep: Class 25 contains 14879 members 
Mstep: Class 26 contains 24841 members 
Mstep: Class 27 contains 30516 members 
Mstep: Class 28 contains 2040 members 
Mstep: Class 29 contains 17198 members 
Mstep: Class 30 contains 3018 members 
Mstep: Class 31 contains 2611 members 
Mstep: Class 32 contains 4057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131328.000000 Penalty: 113460.695312
Iteration 88Q: 33 clusters Score -1.571313e+08 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2571 members 
Mstep: Class 3 contains 16337 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 10610 members 
Mstep: Class 7 contains 157758 members 
Mstep: Class 8 contains 13151 members 
Mstep: Class 9 contains 24514 members 
Mstep: Class 10 contains 43877 members 
Mstep: Class 11 contains 41906 members 
Mstep: Class 12 contains 35825 members 
Mstep: Class 13 contains 61022 members 
Mstep: Class 14 contains 16555 members 
Mstep: Class 15 contains 16636 members 
Mstep: Class 16 contains 286618 members 
Mstep: Class 17 contains 47257 members 
Mstep: Class 18 contains 2092 members 
Mstep: Class 19 contains 236579 members 
Mstep: Class 20 contains 38641 members 
Mstep: Class 21 contains 8046 members 
Mstep: Class 22 contains 172301 members 
Mstep: Class 23 contains 15691 members 
Mstep: Class 24 contains 254656 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 24859 members 
Mstep: Class 27 contains 30500 members 
Mstep: Class 28 contains 2049 members 
Mstep: Class 29 contains 17165 members 
Mstep: Class 30 contains 3049 members 
Mstep: Class 31 contains 2626 members 
Mstep: Class 32 contains 4058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131696.000000 Penalty: 113460.695312
Iteration 89Q: 33 clusters Score -1.571317e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 16336 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 9855 members 
Mstep: Class 6 contains 10606 members 
Mstep: Class 7 contains 157861 members 
Mstep: Class 8 contains 13149 members 
Mstep: Class 9 contains 24482 members 
Mstep: Class 10 contains 44109 members 
Mstep: Class 11 contains 41946 members 
Mstep: Class 12 contains 35797 members 
Mstep: Class 13 contains 61057 members 
Mstep: Class 14 contains 16557 members 
Mstep: Class 15 contains 16637 members 
Mstep: Class 16 contains 286529 members 
Mstep: Class 17 contains 47250 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 19 contains 236298 members 
Mstep: Class 20 contains 38650 members 
Mstep: Class 21 contains 8044 members 
Mstep: Class 22 contains 173038 members 
Mstep: Class 23 contains 15716 members 
Mstep: Class 24 contains 253876 members 
Mstep: Class 25 contains 14874 members 
Mstep: Class 26 contains 24881 members 
Mstep: Class 27 contains 30486 members 
Mstep: Class 28 contains 2056 members 
Mstep: Class 29 contains 17144 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 2623 members 
Mstep: Class 32 contains 4061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131696.000000 Penalty: 113460.695312
Iteration 90Q: 33 clusters Score -1.571317e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 16339 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 9854 members 
Mstep: Class 6 contains 10608 members 
Mstep: Class 7 contains 157962 members 
Mstep: Class 8 contains 13147 members 
Mstep: Class 9 contains 24456 members 
Mstep: Class 10 contains 44342 members 
Mstep: Class 11 contains 41976 members 
Mstep: Class 12 contains 35773 members 
Mstep: Class 13 contains 61092 members 
Mstep: Class 14 contains 16557 members 
Mstep: Class 15 contains 16633 members 
Mstep: Class 16 contains 286459 members 
Mstep: Class 17 contains 47252 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 19 contains 236002 members 
Mstep: Class 20 contains 38651 members 
Mstep: Class 21 contains 8048 members 
Mstep: Class 22 contains 173764 members 
Mstep: Class 23 contains 15728 members 
Mstep: Class 24 contains 253112 members 
Mstep: Class 25 contains 14874 members 
Mstep: Class 26 contains 24901 members 
Mstep: Class 27 contains 30473 members 
Mstep: Class 28 contains 2063 members 
Mstep: Class 29 contains 17144 members 
Mstep: Class 30 contains 3101 members 
Mstep: Class 31 contains 2619 members 
Mstep: Class 32 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131664.000000 Penalty: 113460.695312
Iteration 91Q: 33 clusters Score -1.571317e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 16341 members 
Mstep: Class 4 contains 2172 members 
Mstep: Class 5 contains 9853 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 158073 members 
Mstep: Class 8 contains 13146 members 
Mstep: Class 9 contains 24426 members 
Mstep: Class 10 contains 44531 members 
Mstep: Class 11 contains 42001 members 
Mstep: Class 12 contains 35756 members 
Mstep: Class 13 contains 61134 members 
Mstep: Class 14 contains 16562 members 
Mstep: Class 15 contains 16637 members 
Mstep: Class 16 contains 286378 members 
Mstep: Class 17 contains 47250 members 
Mstep: Class 18 contains 2084 members 
Mstep: Class 19 contains 235728 members 
Mstep: Class 20 contains 38671 members 
Mstep: Class 21 contains 8054 members 
Mstep: Class 22 contains 174464 members 
Mstep: Class 23 contains 15737 members 
Mstep: Class 24 contains 252377 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 24920 members 
Mstep: Class 27 contains 30460 members 
Mstep: Class 28 contains 2068 members 
Mstep: Class 29 contains 17127 members 
Mstep: Class 30 contains 3118 members 
Mstep: Class 31 contains 2616 members 
Mstep: Class 32 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131744.000000 Penalty: 113460.695312
Iteration 92Q: 33 clusters Score -1.571317e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 16340 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 10615 members 
Mstep: Class 7 contains 158174 members 
Mstep: Class 8 contains 13144 members 
Mstep: Class 9 contains 24415 members 
Mstep: Class 10 contains 44696 members 
Mstep: Class 11 contains 42031 members 
Mstep: Class 12 contains 35729 members 
Mstep: Class 13 contains 61173 members 
Mstep: Class 14 contains 16571 members 
Mstep: Class 15 contains 16641 members 
Mstep: Class 16 contains 286371 members 
Mstep: Class 17 contains 47250 members 
Mstep: Class 18 contains 2082 members 
Mstep: Class 19 contains 235470 members 
Mstep: Class 20 contains 38697 members 
Mstep: Class 21 contains 8058 members 
Mstep: Class 22 contains 175087 members 
Mstep: Class 23 contains 15741 members 
Mstep: Class 24 contains 251654 members 
Mstep: Class 25 contains 14857 members 
Mstep: Class 26 contains 24943 members 
Mstep: Class 27 contains 30438 members 
Mstep: Class 28 contains 2073 members 
Mstep: Class 29 contains 17122 members 
Mstep: Class 30 contains 3139 members 
Mstep: Class 31 contains 2613 members 
Mstep: Class 32 contains 4065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132000.000000 Penalty: 113460.695312
Iteration 93Q: 33 clusters Score -1.57132e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 16334 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 10620 members 
Mstep: Class 7 contains 158281 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 24404 members 
Mstep: Class 10 contains 44840 members 
Mstep: Class 11 contains 42052 members 
Mstep: Class 12 contains 35706 members 
Mstep: Class 13 contains 61202 members 
Mstep: Class 14 contains 16578 members 
Mstep: Class 15 contains 16644 members 
Mstep: Class 16 contains 286385 members 
Mstep: Class 17 contains 47258 members 
Mstep: Class 18 contains 2079 members 
Mstep: Class 19 contains 235250 members 
Mstep: Class 20 contains 38727 members 
Mstep: Class 21 contains 8057 members 
Mstep: Class 22 contains 175659 members 
Mstep: Class 23 contains 15747 members 
Mstep: Class 24 contains 250941 members 
Mstep: Class 25 contains 14850 members 
Mstep: Class 26 contains 24968 members 
Mstep: Class 27 contains 30416 members 
Mstep: Class 28 contains 2074 members 
Mstep: Class 29 contains 17115 members 
Mstep: Class 30 contains 3159 members 
Mstep: Class 31 contains 2614 members 
Mstep: Class 32 contains 4068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131936.000000 Penalty: 113460.695312
Iteration 94Q: 33 clusters Score -1.571319e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 16335 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 10622 members 
Mstep: Class 7 contains 158379 members 
Mstep: Class 8 contains 13140 members 
Mstep: Class 9 contains 24398 members 
Mstep: Class 10 contains 45010 members 
Mstep: Class 11 contains 42072 members 
Mstep: Class 12 contains 35686 members 
Mstep: Class 13 contains 61220 members 
Mstep: Class 14 contains 16580 members 
Mstep: Class 15 contains 16647 members 
Mstep: Class 16 contains 286400 members 
Mstep: Class 17 contains 47257 members 
Mstep: Class 18 contains 2072 members 
Mstep: Class 19 contains 235014 members 
Mstep: Class 20 contains 38757 members 
Mstep: Class 21 contains 8061 members 
Mstep: Class 22 contains 176197 members 
Mstep: Class 23 contains 15754 members 
Mstep: Class 24 contains 250267 members 
Mstep: Class 25 contains 14836 members 
Mstep: Class 26 contains 24988 members 
Mstep: Class 27 contains 30414 members 
Mstep: Class 28 contains 2076 members 
Mstep: Class 29 contains 17114 members 
Mstep: Class 30 contains 3174 members 
Mstep: Class 31 contains 2614 members 
Mstep: Class 32 contains 4071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132032.000000 Penalty: 113460.695312
Iteration 95Q: 33 clusters Score -1.57132e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 16331 members 
Mstep: Class 4 contains 2213 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 10625 members 
Mstep: Class 7 contains 158450 members 
Mstep: Class 8 contains 13139 members 
Mstep: Class 9 contains 24393 members 
Mstep: Class 10 contains 45198 members 
Mstep: Class 11 contains 42089 members 
Mstep: Class 12 contains 35674 members 
Mstep: Class 13 contains 61244 members 
Mstep: Class 14 contains 16580 members 
Mstep: Class 15 contains 16648 members 
Mstep: Class 16 contains 286415 members 
Mstep: Class 17 contains 47256 members 
Mstep: Class 18 contains 2071 members 
Mstep: Class 19 contains 234782 members 
Mstep: Class 20 contains 38778 members 
Mstep: Class 21 contains 8074 members 
Mstep: Class 22 contains 176704 members 
Mstep: Class 23 contains 15765 members 
Mstep: Class 24 contains 249645 members 
Mstep: Class 25 contains 14828 members 
Mstep: Class 26 contains 25001 members 
Mstep: Class 27 contains 30402 members 
Mstep: Class 28 contains 2076 members 
Mstep: Class 29 contains 17110 members 
Mstep: Class 30 contains 3178 members 
Mstep: Class 31 contains 2612 members 
Mstep: Class 32 contains 4070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131904.000000 Penalty: 113460.695312
Iteration 96Q: 33 clusters Score -1.571319e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 16335 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 10625 members 
Mstep: Class 7 contains 158533 members 
Mstep: Class 8 contains 13139 members 
Mstep: Class 9 contains 24382 members 
Mstep: Class 10 contains 45363 members 
Mstep: Class 11 contains 42101 members 
Mstep: Class 12 contains 35662 members 
Mstep: Class 13 contains 61273 members 
Mstep: Class 14 contains 16578 members 
Mstep: Class 15 contains 16648 members 
Mstep: Class 16 contains 286432 members 
Mstep: Class 17 contains 47263 members 
Mstep: Class 18 contains 2071 members 
Mstep: Class 19 contains 234566 members 
Mstep: Class 20 contains 38794 members 
Mstep: Class 21 contains 8079 members 
Mstep: Class 22 contains 177205 members 
Mstep: Class 23 contains 15769 members 
Mstep: Class 24 contains 249029 members 
Mstep: Class 25 contains 14823 members 
Mstep: Class 26 contains 25010 members 
Mstep: Class 27 contains 30390 members 
Mstep: Class 28 contains 2076 members 
Mstep: Class 29 contains 17109 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 2612 members 
Mstep: Class 32 contains 4070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131840.000000 Penalty: 113460.695312
Iteration 97Q: 33 clusters Score -1.571318e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2568 members 
Mstep: Class 3 contains 16337 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 10622 members 
Mstep: Class 7 contains 158608 members 
Mstep: Class 8 contains 13139 members 
Mstep: Class 9 contains 24381 members 
Mstep: Class 10 contains 45509 members 
Mstep: Class 11 contains 42116 members 
Mstep: Class 12 contains 35654 members 
Mstep: Class 13 contains 61292 members 
Mstep: Class 14 contains 16579 members 
Mstep: Class 15 contains 16647 members 
Mstep: Class 16 contains 286457 members 
Mstep: Class 17 contains 47284 members 
Mstep: Class 18 contains 2070 members 
Mstep: Class 19 contains 234363 members 
Mstep: Class 20 contains 38799 members 
Mstep: Class 21 contains 8085 members 
Mstep: Class 22 contains 177665 members 
Mstep: Class 23 contains 15772 members 
Mstep: Class 24 contains 248455 members 
Mstep: Class 25 contains 14820 members 
Mstep: Class 26 contains 25019 members 
Mstep: Class 27 contains 30382 members 
Mstep: Class 28 contains 2077 members 
Mstep: Class 29 contains 17106 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 2606 members 
Mstep: Class 32 contains 4071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131856.000000 Penalty: 113460.695312
Iteration 98Q: 33 clusters Score -1.571319e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 16335 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 10620 members 
Mstep: Class 7 contains 158661 members 
Mstep: Class 8 contains 13140 members 
Mstep: Class 9 contains 24371 members 
Mstep: Class 10 contains 45649 members 
Mstep: Class 11 contains 42126 members 
Mstep: Class 12 contains 35649 members 
Mstep: Class 13 contains 61306 members 
Mstep: Class 14 contains 16583 members 
Mstep: Class 15 contains 16650 members 
Mstep: Class 16 contains 286471 members 
Mstep: Class 17 contains 47289 members 
Mstep: Class 18 contains 2072 members 
Mstep: Class 19 contains 234177 members 
Mstep: Class 20 contains 38809 members 
Mstep: Class 21 contains 8093 members 
Mstep: Class 22 contains 178139 members 
Mstep: Class 23 contains 15775 members 
Mstep: Class 24 contains 247904 members 
Mstep: Class 25 contains 14817 members 
Mstep: Class 26 contains 25030 members 
Mstep: Class 27 contains 30370 members 
Mstep: Class 28 contains 2077 members 
Mstep: Class 29 contains 17099 members 
Mstep: Class 30 contains 3200 members 
Mstep: Class 31 contains 2606 members 
Mstep: Class 32 contains 4071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132080.000000 Penalty: 113460.695312
Iteration 99Q: 33 clusters Score -1.571321e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 16333 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 9853 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 158718 members 
Mstep: Class 8 contains 13138 members 
Mstep: Class 9 contains 24367 members 
Mstep: Class 10 contains 45789 members 
Mstep: Class 11 contains 42133 members 
Mstep: Class 12 contains 35647 members 
Mstep: Class 13 contains 61322 members 
Mstep: Class 14 contains 16585 members 
Mstep: Class 15 contains 16655 members 
Mstep: Class 16 contains 286488 members 
Mstep: Class 17 contains 47309 members 
Mstep: Class 18 contains 2074 members 
Mstep: Class 19 contains 233999 members 
Mstep: Class 20 contains 38830 members 
Mstep: Class 21 contains 8096 members 
Mstep: Class 22 contains 178585 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 247360 members 
Mstep: Class 25 contains 14814 members 
Mstep: Class 26 contains 25038 members 
Mstep: Class 27 contains 30355 members 
Mstep: Class 28 contains 2078 members 
Mstep: Class 29 contains 17087 members 
Mstep: Class 30 contains 3205 members 
Mstep: Class 31 contains 2606 members 
Mstep: Class 32 contains 4071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132560.000000 Penalty: 113460.695312
Iteration 100F: 33 clusters Score -1.571326e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 16332 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 9854 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 158757 members 
Mstep: Class 8 contains 13134 members 
Mstep: Class 9 contains 24360 members 
Mstep: Class 10 contains 45910 members 
Mstep: Class 11 contains 42151 members 
Mstep: Class 12 contains 35645 members 
Mstep: Class 13 contains 61334 members 
Mstep: Class 14 contains 16582 members 
Mstep: Class 15 contains 16664 members 
Mstep: Class 16 contains 286497 members 
Mstep: Class 17 contains 47306 members 
Mstep: Class 18 contains 2074 members 
Mstep: Class 19 contains 233851 members 
Mstep: Class 20 contains 38820 members 
Mstep: Class 21 contains 8078 members 
Mstep: Class 22 contains 179025 members 
Mstep: Class 23 contains 15771 members 
Mstep: Class 24 contains 246864 members 
Mstep: Class 25 contains 14808 members 
Mstep: Class 26 contains 25047 members 
Mstep: Class 27 contains 30345 members 
Mstep: Class 28 contains 2079 members 
Mstep: Class 29 contains 17078 members 
Mstep: Class 30 contains 3197 members 
Mstep: Class 31 contains 2663 members 
Mstep: Class 32 contains 4070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132704.000000 Penalty: 113460.695312
Iteration 101Q: 33 clusters Score -1.571327e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 16330 members 
Mstep: Class 4 contains 2269 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 10620 members 
Mstep: Class 7 contains 158803 members 
Mstep: Class 8 contains 13130 members 
Mstep: Class 9 contains 24352 members 
Mstep: Class 10 contains 46024 members 
Mstep: Class 11 contains 42160 members 
Mstep: Class 12 contains 35640 members 
Mstep: Class 13 contains 61342 members 
Mstep: Class 14 contains 16597 members 
Mstep: Class 15 contains 16670 members 
Mstep: Class 16 contains 286524 members 
Mstep: Class 17 contains 47306 members 
Mstep: Class 18 contains 2074 members 
Mstep: Class 19 contains 233717 members 
Mstep: Class 20 contains 38832 members 
Mstep: Class 21 contains 8064 members 
Mstep: Class 22 contains 179429 members 
Mstep: Class 23 contains 15773 members 
Mstep: Class 24 contains 246358 members 
Mstep: Class 25 contains 14802 members 
Mstep: Class 26 contains 25057 members 
Mstep: Class 27 contains 30329 members 
Mstep: Class 28 contains 2080 members 
Mstep: Class 29 contains 17087 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 4071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132912.000000 Penalty: 113460.695312
Iteration 102Q: 33 clusters Score -1.571329e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 16332 members 
Mstep: Class 4 contains 2279 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 10622 members 
Mstep: Class 7 contains 158841 members 
Mstep: Class 8 contains 13129 members 
Mstep: Class 9 contains 24336 members 
Mstep: Class 10 contains 46129 members 
Mstep: Class 11 contains 42170 members 
Mstep: Class 12 contains 35637 members 
Mstep: Class 13 contains 61363 members 
Mstep: Class 14 contains 16606 members 
Mstep: Class 15 contains 16670 members 
Mstep: Class 16 contains 286545 members 
Mstep: Class 17 contains 47312 members 
Mstep: Class 18 contains 2074 members 
Mstep: Class 19 contains 233587 members 
Mstep: Class 20 contains 38832 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 179806 members 
Mstep: Class 23 contains 15777 members 
Mstep: Class 24 contains 245886 members 
Mstep: Class 25 contains 14790 members 
Mstep: Class 26 contains 25064 members 
Mstep: Class 27 contains 30321 members 
Mstep: Class 28 contains 2081 members 
Mstep: Class 29 contains 17095 members 
Mstep: Class 30 contains 3205 members 
Mstep: Class 31 contains 2671 members 
Mstep: Class 32 contains 4071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157132992.000000 Penalty: 113460.695312
Iteration 103Q: 33 clusters Score -1.57133e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 16326 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 9855 members 
Mstep: Class 6 contains 10623 members 
Mstep: Class 7 contains 158880 members 
Mstep: Class 8 contains 13131 members 
Mstep: Class 9 contains 24323 members 
Mstep: Class 10 contains 46239 members 
Mstep: Class 11 contains 42174 members 
Mstep: Class 12 contains 35632 members 
Mstep: Class 13 contains 61378 members 
Mstep: Class 14 contains 16605 members 
Mstep: Class 15 contains 16672 members 
Mstep: Class 16 contains 286565 members 
Mstep: Class 17 contains 47318 members 
Mstep: Class 18 contains 2074 members 
Mstep: Class 19 contains 233445 members 
Mstep: Class 20 contains 38840 members 
Mstep: Class 21 contains 8065 members 
Mstep: Class 22 contains 180152 members 
Mstep: Class 23 contains 15784 members 
Mstep: Class 24 contains 245476 members 
Mstep: Class 25 contains 14778 members 
Mstep: Class 26 contains 25074 members 
Mstep: Class 27 contains 30310 members 
Mstep: Class 28 contains 2081 members 
Mstep: Class 29 contains 17102 members 
Mstep: Class 30 contains 3215 members 
Mstep: Class 31 contains 2665 members 
Mstep: Class 32 contains 4071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133024.000000 Penalty: 113460.695312
Iteration 104Q: 33 clusters Score -1.57133e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 16322 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 9854 members 
Mstep: Class 6 contains 10624 members 
Mstep: Class 7 contains 158928 members 
Mstep: Class 8 contains 13133 members 
Mstep: Class 9 contains 24316 members 
Mstep: Class 10 contains 46345 members 
Mstep: Class 11 contains 42175 members 
Mstep: Class 12 contains 35611 members 
Mstep: Class 13 contains 61389 members 
Mstep: Class 14 contains 16614 members 
Mstep: Class 15 contains 16673 members 
Mstep: Class 16 contains 286589 members 
Mstep: Class 17 contains 47327 members 
Mstep: Class 18 contains 2070 members 
Mstep: Class 19 contains 233305 members 
Mstep: Class 20 contains 38829 members 
Mstep: Class 21 contains 8090 members 
Mstep: Class 22 contains 180480 members 
Mstep: Class 23 contains 15788 members 
Mstep: Class 24 contains 245078 members 
Mstep: Class 25 contains 14765 members 
Mstep: Class 26 contains 25086 members 
Mstep: Class 27 contains 30305 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17109 members 
Mstep: Class 30 contains 3209 members 
Mstep: Class 31 contains 2656 members 
Mstep: Class 32 contains 4070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133232.000000 Penalty: 113460.695312
Iteration 105Q: 33 clusters Score -1.571332e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2568 members 
Mstep: Class 3 contains 16320 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 158970 members 
Mstep: Class 8 contains 13130 members 
Mstep: Class 9 contains 24316 members 
Mstep: Class 10 contains 46429 members 
Mstep: Class 11 contains 42179 members 
Mstep: Class 12 contains 35600 members 
Mstep: Class 13 contains 61400 members 
Mstep: Class 14 contains 16624 members 
Mstep: Class 15 contains 16677 members 
Mstep: Class 16 contains 286611 members 
Mstep: Class 17 contains 47341 members 
Mstep: Class 18 contains 2067 members 
Mstep: Class 19 contains 233172 members 
Mstep: Class 20 contains 38823 members 
Mstep: Class 21 contains 8113 members 
Mstep: Class 22 contains 180799 members 
Mstep: Class 23 contains 15789 members 
Mstep: Class 24 contains 244686 members 
Mstep: Class 25 contains 14752 members 
Mstep: Class 26 contains 25107 members 
Mstep: Class 27 contains 30299 members 
Mstep: Class 28 contains 2081 members 
Mstep: Class 29 contains 17119 members 
Mstep: Class 30 contains 3206 members 
Mstep: Class 31 contains 2644 members 
Mstep: Class 32 contains 4072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133424.000000 Penalty: 113460.695312
Iteration 106Q: 33 clusters Score -1.571334e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 16320 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 10606 members 
Mstep: Class 7 contains 159016 members 
Mstep: Class 8 contains 13129 members 
Mstep: Class 9 contains 24313 members 
Mstep: Class 10 contains 46505 members 
Mstep: Class 11 contains 42187 members 
Mstep: Class 12 contains 35590 members 
Mstep: Class 13 contains 61408 members 
Mstep: Class 14 contains 16634 members 
Mstep: Class 15 contains 16676 members 
Mstep: Class 16 contains 286645 members 
Mstep: Class 17 contains 47341 members 
Mstep: Class 18 contains 2064 members 
Mstep: Class 19 contains 233061 members 
Mstep: Class 20 contains 38821 members 
Mstep: Class 21 contains 8123 members 
Mstep: Class 22 contains 181110 members 
Mstep: Class 23 contains 15800 members 
Mstep: Class 24 contains 244298 members 
Mstep: Class 25 contains 14743 members 
Mstep: Class 26 contains 25121 members 
Mstep: Class 27 contains 30295 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17127 members 
Mstep: Class 30 contains 3210 members 
Mstep: Class 31 contains 2624 members 
Mstep: Class 32 contains 4072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133632.000000 Penalty: 113460.695312
Iteration 107Q: 33 clusters Score -1.571336e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 16318 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 10597 members 
Mstep: Class 7 contains 159053 members 
Mstep: Class 8 contains 13129 members 
Mstep: Class 9 contains 24313 members 
Mstep: Class 10 contains 46589 members 
Mstep: Class 11 contains 42201 members 
Mstep: Class 12 contains 35585 members 
Mstep: Class 13 contains 61418 members 
Mstep: Class 14 contains 16640 members 
Mstep: Class 15 contains 16676 members 
Mstep: Class 16 contains 286656 members 
Mstep: Class 17 contains 47343 members 
Mstep: Class 18 contains 2062 members 
Mstep: Class 19 contains 232948 members 
Mstep: Class 20 contains 38829 members 
Mstep: Class 21 contains 8132 members 
Mstep: Class 22 contains 181382 members 
Mstep: Class 23 contains 15805 members 
Mstep: Class 24 contains 243960 members 
Mstep: Class 25 contains 14732 members 
Mstep: Class 26 contains 25138 members 
Mstep: Class 27 contains 30287 members 
Mstep: Class 28 contains 2080 members 
Mstep: Class 29 contains 17126 members 
Mstep: Class 30 contains 3225 members 
Mstep: Class 31 contains 2606 members 
Mstep: Class 32 contains 4073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133664.000000 Penalty: 113460.695312
Iteration 108Q: 33 clusters Score -1.571337e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2572 members 
Mstep: Class 3 contains 16317 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 10597 members 
Mstep: Class 7 contains 159079 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 24307 members 
Mstep: Class 10 contains 46678 members 
Mstep: Class 11 contains 42205 members 
Mstep: Class 12 contains 35576 members 
Mstep: Class 13 contains 61419 members 
Mstep: Class 14 contains 16648 members 
Mstep: Class 15 contains 16682 members 
Mstep: Class 16 contains 286681 members 
Mstep: Class 17 contains 47345 members 
Mstep: Class 18 contains 2062 members 
Mstep: Class 19 contains 232834 members 
Mstep: Class 20 contains 38832 members 
Mstep: Class 21 contains 8149 members 
Mstep: Class 22 contains 181670 members 
Mstep: Class 23 contains 15813 members 
Mstep: Class 24 contains 243613 members 
Mstep: Class 25 contains 14717 members 
Mstep: Class 26 contains 25145 members 
Mstep: Class 27 contains 30276 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17135 members 
Mstep: Class 30 contains 3240 members 
Mstep: Class 31 contains 2593 members 
Mstep: Class 32 contains 4074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133392.000000 Penalty: 113460.695312
Iteration 109Q: 33 clusters Score -1.571334e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2572 members 
Mstep: Class 3 contains 16317 members 
Mstep: Class 4 contains 2375 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 10596 members 
Mstep: Class 7 contains 159105 members 
Mstep: Class 8 contains 13123 members 
Mstep: Class 9 contains 24296 members 
Mstep: Class 10 contains 46774 members 
Mstep: Class 11 contains 42211 members 
Mstep: Class 12 contains 35573 members 
Mstep: Class 13 contains 61428 members 
Mstep: Class 14 contains 16655 members 
Mstep: Class 15 contains 16686 members 
Mstep: Class 16 contains 286699 members 
Mstep: Class 17 contains 47342 members 
Mstep: Class 18 contains 2063 members 
Mstep: Class 19 contains 232730 members 
Mstep: Class 20 contains 38832 members 
Mstep: Class 21 contains 8152 members 
Mstep: Class 22 contains 181910 members 
Mstep: Class 23 contains 15821 members 
Mstep: Class 24 contains 243310 members 
Mstep: Class 25 contains 14701 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 30257 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 17141 members 
Mstep: Class 30 contains 3270 members 
Mstep: Class 31 contains 2578 members 
Mstep: Class 32 contains 4075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133648.000000 Penalty: 113460.695312
Iteration 110Q: 33 clusters Score -1.571336e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2571 members 
Mstep: Class 3 contains 16320 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 10598 members 
Mstep: Class 7 contains 159135 members 
Mstep: Class 8 contains 13122 members 
Mstep: Class 9 contains 24292 members 
Mstep: Class 10 contains 46871 members 
Mstep: Class 11 contains 42218 members 
Mstep: Class 12 contains 35568 members 
Mstep: Class 13 contains 61434 members 
Mstep: Class 14 contains 16658 members 
Mstep: Class 15 contains 16691 members 
Mstep: Class 16 contains 286707 members 
Mstep: Class 17 contains 47351 members 
Mstep: Class 18 contains 2065 members 
Mstep: Class 19 contains 232623 members 
Mstep: Class 20 contains 38849 members 
Mstep: Class 21 contains 8161 members 
Mstep: Class 22 contains 182132 members 
Mstep: Class 23 contains 15823 members 
Mstep: Class 24 contains 243015 members 
Mstep: Class 25 contains 14688 members 
Mstep: Class 26 contains 25159 members 
Mstep: Class 27 contains 30240 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17137 members 
Mstep: Class 30 contains 3283 members 
Mstep: Class 31 contains 2567 members 
Mstep: Class 32 contains 4076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133648.000000 Penalty: 113460.695312
Iteration 111Q: 33 clusters Score -1.571336e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2571 members 
Mstep: Class 3 contains 16321 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 10599 members 
Mstep: Class 7 contains 159169 members 
Mstep: Class 8 contains 13123 members 
Mstep: Class 9 contains 24290 members 
Mstep: Class 10 contains 46968 members 
Mstep: Class 11 contains 42230 members 
Mstep: Class 12 contains 35565 members 
Mstep: Class 13 contains 61437 members 
Mstep: Class 14 contains 16661 members 
Mstep: Class 15 contains 16690 members 
Mstep: Class 16 contains 286737 members 
Mstep: Class 17 contains 47359 members 
Mstep: Class 18 contains 2065 members 
Mstep: Class 19 contains 232520 members 
Mstep: Class 20 contains 38858 members 
Mstep: Class 21 contains 8167 members 
Mstep: Class 22 contains 182326 members 
Mstep: Class 23 contains 15827 members 
Mstep: Class 24 contains 242735 members 
Mstep: Class 25 contains 14680 members 
Mstep: Class 26 contains 25166 members 
Mstep: Class 27 contains 30222 members 
Mstep: Class 28 contains 2084 members 
Mstep: Class 29 contains 17136 members 
Mstep: Class 30 contains 3288 members 
Mstep: Class 31 contains 2554 members 
Mstep: Class 32 contains 4076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133840.000000 Penalty: 113460.695312
Iteration 112Q: 33 clusters Score -1.571338e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2571 members 
Mstep: Class 3 contains 16318 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 10600 members 
Mstep: Class 7 contains 159199 members 
Mstep: Class 8 contains 13120 members 
Mstep: Class 9 contains 24279 members 
Mstep: Class 10 contains 47065 members 
Mstep: Class 11 contains 42232 members 
Mstep: Class 12 contains 35563 members 
Mstep: Class 13 contains 61447 members 
Mstep: Class 14 contains 16670 members 
Mstep: Class 15 contains 16689 members 
Mstep: Class 16 contains 286757 members 
Mstep: Class 17 contains 47364 members 
Mstep: Class 18 contains 2065 members 
Mstep: Class 19 contains 232413 members 
Mstep: Class 20 contains 38858 members 
Mstep: Class 21 contains 8184 members 
Mstep: Class 22 contains 182518 members 
Mstep: Class 23 contains 15830 members 
Mstep: Class 24 contains 242474 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 25176 members 
Mstep: Class 27 contains 30212 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 17136 members 
Mstep: Class 30 contains 3289 members 
Mstep: Class 31 contains 2542 members 
Mstep: Class 32 contains 4076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133728.000000 Penalty: 113460.695312
Iteration 113Q: 33 clusters Score -1.571337e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2571 members 
Mstep: Class 3 contains 16320 members 
Mstep: Class 4 contains 2417 members 
Mstep: Class 5 contains 9855 members 
Mstep: Class 6 contains 10597 members 
Mstep: Class 7 contains 159225 members 
Mstep: Class 8 contains 13117 members 
Mstep: Class 9 contains 24271 members 
Mstep: Class 10 contains 47149 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 35556 members 
Mstep: Class 13 contains 61458 members 
Mstep: Class 14 contains 16670 members 
Mstep: Class 15 contains 16689 members 
Mstep: Class 16 contains 286754 members 
Mstep: Class 17 contains 47364 members 
Mstep: Class 18 contains 2065 members 
Mstep: Class 19 contains 232320 members 
Mstep: Class 20 contains 38856 members 
Mstep: Class 21 contains 8196 members 
Mstep: Class 22 contains 182706 members 
Mstep: Class 23 contains 15831 members 
Mstep: Class 24 contains 242253 members 
Mstep: Class 25 contains 14671 members 
Mstep: Class 26 contains 25188 members 
Mstep: Class 27 contains 30199 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 17138 members 
Mstep: Class 30 contains 3294 members 
Mstep: Class 31 contains 2531 members 
Mstep: Class 32 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133536.000000 Penalty: 113460.695312
Iteration 114Q: 33 clusters Score -1.571335e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2571 members 
Mstep: Class 3 contains 16321 members 
Mstep: Class 4 contains 2426 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 10594 members 
Mstep: Class 7 contains 159259 members 
Mstep: Class 8 contains 13113 members 
Mstep: Class 9 contains 24263 members 
Mstep: Class 10 contains 47206 members 
Mstep: Class 11 contains 42234 members 
Mstep: Class 12 contains 35550 members 
Mstep: Class 13 contains 61464 members 
Mstep: Class 14 contains 16678 members 
Mstep: Class 15 contains 16691 members 
Mstep: Class 16 contains 286769 members 
Mstep: Class 17 contains 47365 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 232258 members 
Mstep: Class 20 contains 38849 members 
Mstep: Class 21 contains 8204 members 
Mstep: Class 22 contains 182895 members 
Mstep: Class 23 contains 15833 members 
Mstep: Class 24 contains 242012 members 
Mstep: Class 25 contains 14669 members 
Mstep: Class 26 contains 25194 members 
Mstep: Class 27 contains 30186 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17137 members 
Mstep: Class 30 contains 3307 members 
Mstep: Class 31 contains 2518 members 
Mstep: Class 32 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133696.000000 Penalty: 113460.695312
Iteration 115Q: 33 clusters Score -1.571337e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2572 members 
Mstep: Class 3 contains 16315 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 10589 members 
Mstep: Class 7 contains 159283 members 
Mstep: Class 8 contains 13112 members 
Mstep: Class 9 contains 24257 members 
Mstep: Class 10 contains 47250 members 
Mstep: Class 11 contains 42239 members 
Mstep: Class 12 contains 35543 members 
Mstep: Class 13 contains 61476 members 
Mstep: Class 14 contains 16676 members 
Mstep: Class 15 contains 16693 members 
Mstep: Class 16 contains 286796 members 
Mstep: Class 17 contains 47363 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 232227 members 
Mstep: Class 20 contains 38843 members 
Mstep: Class 21 contains 8214 members 
Mstep: Class 22 contains 183082 members 
Mstep: Class 23 contains 15838 members 
Mstep: Class 24 contains 241751 members 
Mstep: Class 25 contains 14668 members 
Mstep: Class 26 contains 25201 members 
Mstep: Class 27 contains 30175 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17136 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 2506 members 
Mstep: Class 32 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133712.000000 Penalty: 113460.695312
Iteration 116Q: 33 clusters Score -1.571337e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2572 members 
Mstep: Class 3 contains 16316 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 9859 members 
Mstep: Class 6 contains 10584 members 
Mstep: Class 7 contains 159316 members 
Mstep: Class 8 contains 13110 members 
Mstep: Class 9 contains 24246 members 
Mstep: Class 10 contains 47287 members 
Mstep: Class 11 contains 42243 members 
Mstep: Class 12 contains 35529 members 
Mstep: Class 13 contains 61484 members 
Mstep: Class 14 contains 16677 members 
Mstep: Class 15 contains 16695 members 
Mstep: Class 16 contains 286831 members 
Mstep: Class 17 contains 47365 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 232181 members 
Mstep: Class 20 contains 38839 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 183265 members 
Mstep: Class 23 contains 15842 members 
Mstep: Class 24 contains 241496 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 25207 members 
Mstep: Class 27 contains 30164 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17138 members 
Mstep: Class 30 contains 3341 members 
Mstep: Class 31 contains 2499 members 
Mstep: Class 32 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133552.000000 Penalty: 113460.695312
Iteration 117Q: 33 clusters Score -1.571336e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2572 members 
Mstep: Class 3 contains 16318 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 9859 members 
Mstep: Class 6 contains 10579 members 
Mstep: Class 7 contains 159358 members 
Mstep: Class 8 contains 13103 members 
Mstep: Class 9 contains 24247 members 
Mstep: Class 10 contains 47333 members 
Mstep: Class 11 contains 42246 members 
Mstep: Class 12 contains 35518 members 
Mstep: Class 13 contains 61492 members 
Mstep: Class 14 contains 16681 members 
Mstep: Class 15 contains 16692 members 
Mstep: Class 16 contains 286861 members 
Mstep: Class 17 contains 47367 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 232143 members 
Mstep: Class 20 contains 38825 members 
Mstep: Class 21 contains 8246 members 
Mstep: Class 22 contains 183417 members 
Mstep: Class 23 contains 15844 members 
Mstep: Class 24 contains 241252 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 25211 members 
Mstep: Class 27 contains 30155 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17136 members 
Mstep: Class 30 contains 3351 members 
Mstep: Class 31 contains 2496 members 
Mstep: Class 32 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157133504.000000 Penalty: 113460.695312
Iteration 118Q: 33 clusters Score -1.571335e+08 nChanged 542
Entering ConstructFrom: 
Score: -157133504.000000 Penalty: 113460.695312
Entering ConstructFrom: 
Trying to split cluster 1 (4767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Entering Unmasked Estep 
Score: -454870.406250 Penalty: 2100.429199
	Iteration 0F: 2 clusters Score -454870.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -450516.750000 Penalty: 4200.858398
	Iteration 0F: 3 clusters Score -450516.8 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -451599.437500 Penalty: 4200.858398
	Iteration 1F: 3 clusters Score -451599.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -451886.687500 Penalty: 4200.858398
	Iteration 2F: 3 clusters Score -451886.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -452185.781250 Penalty: 4200.858398
	Iteration 3F: 3 clusters Score -452185.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -452383.406250 Penalty: 4200.858398
	Iteration 4F: 3 clusters Score -452383.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -452517.375000 Penalty: 4200.858398
	Iteration 5Q: 3 clusters Score -452517.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -452612.437500 Penalty: 4200.858398
	Iteration 6Q: 3 clusters Score -452612.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -452698.718750 Penalty: 4200.858398
	Iteration 7Q: 3 clusters Score -452698.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -452768.406250 Penalty: 4200.858398
	Iteration 8Q: 3 clusters Score -452768.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -452818.343750 Penalty: 4200.858398
	Iteration 9Q: 3 clusters Score -452818.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -452867.468750 Penalty: 4200.858398
	Iteration 10Q: 3 clusters Score -452867.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -452925.218750 Penalty: 4200.858398
	Iteration 11Q: 3 clusters Score -452925.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -452995.062500 Penalty: 4200.858398
	Iteration 12Q: 3 clusters Score -452995.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -453052.875000 Penalty: 4200.858398
	Iteration 13Q: 3 clusters Score -453052.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -453097.312500 Penalty: 4200.858398
	Iteration 14Q: 3 clusters Score -453097.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -453140.468750 Penalty: 4200.858398
	Iteration 15Q: 3 clusters Score -453140.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -453191.187500 Penalty: 4200.858398
	Iteration 16Q: 3 clusters Score -453191.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -453246.250000 Penalty: 4200.858398
	Iteration 17Q: 3 clusters Score -453246.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -453298.937500 Penalty: 4200.858398
	Iteration 18Q: 3 clusters Score -453298.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -453339.968750 Penalty: 4200.858398
	Iteration 19Q: 3 clusters Score -453340 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -453373.281250 Penalty: 4200.858398
	Iteration 20F: 3 clusters Score -453373.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -453407.187500 Penalty: 4200.858398
	Iteration 21Q: 3 clusters Score -453407.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -453434.093750 Penalty: 4200.858398
	Iteration 22Q: 3 clusters Score -453434.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -453456.406250 Penalty: 4200.858398
	Iteration 23Q: 3 clusters Score -453456.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -453470.593750 Penalty: 4200.858398
	Iteration 24Q: 3 clusters Score -453470.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -453482.906250 Penalty: 4200.858398
	Iteration 25Q: 3 clusters Score -453482.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -453499.625000 Penalty: 4200.858398
	Iteration 26Q: 3 clusters Score -453499.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -453513.937500 Penalty: 4200.858398
	Iteration 27Q: 3 clusters Score -453513.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -453526.781250 Penalty: 4200.858398
	Iteration 28Q: 3 clusters Score -453526.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -453542.375000 Penalty: 4200.858398
	Iteration 29Q: 3 clusters Score -453542.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -453564.375000 Penalty: 4200.858398
	Iteration 30Q: 3 clusters Score -453564.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -453585.312500 Penalty: 4200.858398
	Iteration 31Q: 3 clusters Score -453585.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -453600.281250 Penalty: 4200.858398
	Iteration 32Q: 3 clusters Score -453600.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -453614.656250 Penalty: 4200.858398
	Iteration 33Q: 3 clusters Score -453614.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -453625.562500 Penalty: 4200.858398
	Iteration 34Q: 3 clusters Score -453625.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -453634.906250 Penalty: 4200.858398
	Iteration 35Q: 3 clusters Score -453634.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -453641.687500 Penalty: 4200.858398
	Iteration 36Q: 3 clusters Score -453641.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -453649.531250 Penalty: 4200.858398
	Iteration 37Q: 3 clusters Score -453649.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -453656.281250 Penalty: 4200.858398
	Iteration 38Q: 3 clusters Score -453656.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -453659.687500 Penalty: 4200.858398
	Iteration 39Q: 3 clusters Score -453659.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -453661.843750 Penalty: 4200.858398
	Iteration 40F: 3 clusters Score -453661.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -453666.156250 Penalty: 4200.858398
	Iteration 41Q: 3 clusters Score -453666.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -453670.343750 Penalty: 4200.858398
	Iteration 42Q: 3 clusters Score -453670.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -453672.750000 Penalty: 4200.858398
	Iteration 43Q: 3 clusters Score -453672.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -453676.968750 Penalty: 4200.858398
	Iteration 44Q: 3 clusters Score -453677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -453680.406250 Penalty: 4200.858398
	Iteration 45Q: 3 clusters Score -453680.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -453685.000000 Penalty: 4200.858398
	Iteration 46Q: 3 clusters Score -453685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -453690.562500 Penalty: 4200.858398
	Iteration 47Q: 3 clusters Score -453690.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -453695.187500 Penalty: 4200.858398
	Iteration 48Q: 3 clusters Score -453695.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -453698.406250 Penalty: 4200.858398
	Iteration 49Q: 3 clusters Score -453698.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -453701.843750 Penalty: 4200.858398
	Iteration 50Q: 3 clusters Score -453701.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -453706.125000 Penalty: 4200.858398
	Iteration 51Q: 3 clusters Score -453706.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -453711.343750 Penalty: 4200.858398
	Iteration 52Q: 3 clusters Score -453711.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -453715.687500 Penalty: 4200.858398
	Iteration 53Q: 3 clusters Score -453715.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -453717.437500 Penalty: 4200.858398
	Iteration 54Q: 3 clusters Score -453717.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -453720.812500 Penalty: 4200.858398
	Iteration 55Q: 3 clusters Score -453720.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -453723.625000 Penalty: 4200.858398
	Iteration 56Q: 3 clusters Score -453723.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -453726.375000 Penalty: 4200.858398
	Iteration 57Q: 3 clusters Score -453726.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -453727.250000 Penalty: 4200.858398
	Iteration 58Q: 3 clusters Score -453727.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -453729.156250 Penalty: 4200.858398
	Iteration 59Q: 3 clusters Score -453729.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -453730.906250 Penalty: 4200.858398
	Iteration 60F: 3 clusters Score -453730.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -453733.500000 Penalty: 4200.858398
	Iteration 61Q: 3 clusters Score -453733.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -453737.187500 Penalty: 4200.858398
	Iteration 62Q: 3 clusters Score -453737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -453739.031250 Penalty: 4200.858398
	Iteration 63Q: 3 clusters Score -453739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -453739.468750 Penalty: 4200.858398
	Iteration 64Q: 3 clusters Score -453739.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -453740.687500 Penalty: 4200.858398
	Iteration 65Q: 3 clusters Score -453740.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -453742.000000 Penalty: 4200.858398
	Iteration 66Q: 3 clusters Score -453742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -453741.718750 Penalty: 4200.858398
	Iteration 67Q: 3 clusters Score -453741.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -453742.187500 Penalty: 4200.858398
	Iteration 68Q: 3 clusters Score -453742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -453743.687500 Penalty: 4200.858398
	Iteration 69Q: 3 clusters Score -453743.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -453743.687500 Penalty: 4200.858398
	Iteration 70F: 3 clusters Score -453743.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -257305.625000 Penalty: 1947.404907
	Iteration 0F: 2 clusters Score -257305.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -254275.421875 Penalty: 3894.809814
	Iteration 0F: 3 clusters Score -254275.4 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -254856.609375 Penalty: 3894.809814
	Iteration 1F: 3 clusters Score -254856.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -255002.406250 Penalty: 3894.809814
	Iteration 2F: 3 clusters Score -255002.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -255087.562500 Penalty: 3894.809814
	Iteration 3Q: 3 clusters Score -255087.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -255155.328125 Penalty: 3894.809814
	Iteration 4Q: 3 clusters Score -255155.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -255214.375000 Penalty: 3894.809814
	Iteration 5Q: 3 clusters Score -255214.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -255267.125000 Penalty: 3894.809814
	Iteration 6Q: 3 clusters Score -255267.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -255311.187500 Penalty: 3894.809814
	Iteration 7Q: 3 clusters Score -255311.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -255344.265625 Penalty: 3894.809814
	Iteration 8Q: 3 clusters Score -255344.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -255374.359375 Penalty: 3894.809814
	Iteration 9Q: 3 clusters Score -255374.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -255399.109375 Penalty: 3894.809814
	Iteration 10Q: 3 clusters Score -255399.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -255414.859375 Penalty: 3894.809814
	Iteration 11Q: 3 clusters Score -255414.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -255426.656250 Penalty: 3894.809814
	Iteration 12Q: 3 clusters Score -255426.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -255437.375000 Penalty: 3894.809814
	Iteration 13Q: 3 clusters Score -255437.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -255450.031250 Penalty: 3894.809814
	Iteration 14Q: 3 clusters Score -255450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -255458.031250 Penalty: 3894.809814
	Iteration 15Q: 3 clusters Score -255458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -255467.296875 Penalty: 3894.809814
	Iteration 16Q: 3 clusters Score -255467.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -255473.375000 Penalty: 3894.809814
	Iteration 17Q: 3 clusters Score -255473.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -255478.859375 Penalty: 3894.809814
	Iteration 18Q: 3 clusters Score -255478.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -255483.906250 Penalty: 3894.809814
	Iteration 19Q: 3 clusters Score -255483.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -255490.328125 Penalty: 3894.809814
	Iteration 20F: 3 clusters Score -255490.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -255495.234375 Penalty: 3894.809814
	Iteration 21Q: 3 clusters Score -255495.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -255500.484375 Penalty: 3894.809814
	Iteration 22Q: 3 clusters Score -255500.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -255506.421875 Penalty: 3894.809814
	Iteration 23Q: 3 clusters Score -255506.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -255508.906250 Penalty: 3894.809814
	Iteration 24Q: 3 clusters Score -255508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -255510.531250 Penalty: 3894.809814
	Iteration 25Q: 3 clusters Score -255510.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -255513.406250 Penalty: 3894.809814
	Iteration 26Q: 3 clusters Score -255513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -255515.328125 Penalty: 3894.809814
	Iteration 27Q: 3 clusters Score -255515.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -255517.921875 Penalty: 3894.809814
	Iteration 28Q: 3 clusters Score -255517.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -255520.671875 Penalty: 3894.809814
	Iteration 29Q: 3 clusters Score -255520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -255522.484375 Penalty: 3894.809814
	Iteration 30Q: 3 clusters Score -255522.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -255524.453125 Penalty: 3894.809814
	Iteration 31Q: 3 clusters Score -255524.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -255527.875000 Penalty: 3894.809814
	Iteration 32Q: 3 clusters Score -255527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -255529.781250 Penalty: 3894.809814
	Iteration 33Q: 3 clusters Score -255529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -255532.156250 Penalty: 3894.809814
	Iteration 34Q: 3 clusters Score -255532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -255535.203125 Penalty: 3894.809814
	Iteration 35Q: 3 clusters Score -255535.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -255538.000000 Penalty: 3894.809814
	Iteration 36Q: 3 clusters Score -255538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -255541.265625 Penalty: 3894.809814
	Iteration 37Q: 3 clusters Score -255541.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -255542.578125 Penalty: 3894.809814
	Iteration 38Q: 3 clusters Score -255542.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -255543.515625 Penalty: 3894.809814
	Iteration 39Q: 3 clusters Score -255543.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -255543.515625 Penalty: 3894.809814
	Iteration 40F: 3 clusters Score -255543.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Entering Unmasked Estep 
Score: -1675539.000000 Penalty: 2405.590820
	Iteration 0F: 2 clusters Score -1675539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1663775.000000 Penalty: 4811.181641
	Iteration 0F: 3 clusters Score -1663775 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1667535.000000 Penalty: 4811.181641
	Iteration 1F: 3 clusters Score -1667535 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1667895.250000 Penalty: 4811.181641
	Iteration 2F: 3 clusters Score -1667895 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1668122.000000 Penalty: 4811.181641
	Iteration 3Q: 3 clusters Score -1668122 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1668283.375000 Penalty: 4811.181641
	Iteration 4Q: 3 clusters Score -1668283 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1668409.500000 Penalty: 4811.181641
	Iteration 5Q: 3 clusters Score -1668410 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1668531.125000 Penalty: 4811.181641
	Iteration 6Q: 3 clusters Score -1668531 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1668628.250000 Penalty: 4811.181641
	Iteration 7Q: 3 clusters Score -1668628 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1668730.375000 Penalty: 4811.181641
	Iteration 8Q: 3 clusters Score -1668730 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1668826.125000 Penalty: 4811.181641
	Iteration 9Q: 3 clusters Score -1668826 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1668948.875000 Penalty: 4811.181641
	Iteration 10Q: 3 clusters Score -1668949 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1669072.000000 Penalty: 4811.181641
	Iteration 11Q: 3 clusters Score -1669072 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1669233.750000 Penalty: 4811.181641
	Iteration 12Q: 3 clusters Score -1669234 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1669438.875000 Penalty: 4811.181641
	Iteration 13Q: 3 clusters Score -1669439 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1669746.125000 Penalty: 4811.181641
	Iteration 14Q: 3 clusters Score -1669746 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1670178.250000 Penalty: 4811.181641
	Iteration 15Q: 3 clusters Score -1670178 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1670756.625000 Penalty: 4811.181641
	Iteration 16F: 3 clusters Score -1670757 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1671436.750000 Penalty: 4811.181641
	Iteration 17F: 3 clusters Score -1671437 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1672098.250000 Penalty: 4811.181641
	Iteration 18Q: 3 clusters Score -1672098 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1672602.625000 Penalty: 4811.181641
	Iteration 19Q: 3 clusters Score -1672603 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1672920.875000 Penalty: 4811.181641
	Iteration 20F: 3 clusters Score -1672921 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1673124.375000 Penalty: 4811.181641
	Iteration 21Q: 3 clusters Score -1673124 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1673224.875000 Penalty: 4811.181641
	Iteration 22Q: 3 clusters Score -1673225 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1673295.375000 Penalty: 4811.181641
	Iteration 23Q: 3 clusters Score -1673295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1673339.250000 Penalty: 4811.181641
	Iteration 24Q: 3 clusters Score -1673339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1673367.375000 Penalty: 4811.181641
	Iteration 25Q: 3 clusters Score -1673367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1673383.000000 Penalty: 4811.181641
	Iteration 26Q: 3 clusters Score -1673383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1673396.875000 Penalty: 4811.181641
	Iteration 27Q: 3 clusters Score -1673397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1673407.625000 Penalty: 4811.181641
	Iteration 28Q: 3 clusters Score -1673408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1673418.125000 Penalty: 4811.181641
	Iteration 29Q: 3 clusters Score -1673418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1673422.625000 Penalty: 4811.181641
	Iteration 30Q: 3 clusters Score -1673423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1673423.500000 Penalty: 4811.181641
	Iteration 31Q: 3 clusters Score -1673424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1673423.500000 Penalty: 4811.181641
	Iteration 32F: 3 clusters Score -1673424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -230317.156250 Penalty: 1935.757690
	Iteration 0F: 2 clusters Score -230317.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -227354.421875 Penalty: 3871.515381
	Iteration 0F: 3 clusters Score -227354.4 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -227994.203125 Penalty: 3871.515381
	Iteration 1F: 3 clusters Score -227994.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -228235.218750 Penalty: 3871.515381
	Iteration 2F: 3 clusters Score -228235.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -228381.562500 Penalty: 3871.515381
	Iteration 3F: 3 clusters Score -228381.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -228474.859375 Penalty: 3871.515381
	Iteration 4Q: 3 clusters Score -228474.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -228569.937500 Penalty: 3871.515381
	Iteration 5Q: 3 clusters Score -228569.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -228648.468750 Penalty: 3871.515381
	Iteration 6Q: 3 clusters Score -228648.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -228699.484375 Penalty: 3871.515381
	Iteration 7Q: 3 clusters Score -228699.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -228743.046875 Penalty: 3871.515381
	Iteration 8Q: 3 clusters Score -228743 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -228773.390625 Penalty: 3871.515381
	Iteration 9Q: 3 clusters Score -228773.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -228797.609375 Penalty: 3871.515381
	Iteration 10Q: 3 clusters Score -228797.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -228810.578125 Penalty: 3871.515381
	Iteration 11Q: 3 clusters Score -228810.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -228825.671875 Penalty: 3871.515381
	Iteration 12Q: 3 clusters Score -228825.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -228838.437500 Penalty: 3871.515381
	Iteration 13Q: 3 clusters Score -228838.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -228847.968750 Penalty: 3871.515381
	Iteration 14Q: 3 clusters Score -228848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -228862.406250 Penalty: 3871.515381
	Iteration 15Q: 3 clusters Score -228862.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -228875.921875 Penalty: 3871.515381
	Iteration 16Q: 3 clusters Score -228875.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -228887.312500 Penalty: 3871.515381
	Iteration 17Q: 3 clusters Score -228887.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -228894.734375 Penalty: 3871.515381
	Iteration 18Q: 3 clusters Score -228894.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -228899.921875 Penalty: 3871.515381
	Iteration 19Q: 3 clusters Score -228899.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -228906.359375 Penalty: 3871.515381
	Iteration 20F: 3 clusters Score -228906.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -228913.468750 Penalty: 3871.515381
	Iteration 21Q: 3 clusters Score -228913.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -228916.843750 Penalty: 3871.515381
	Iteration 22Q: 3 clusters Score -228916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -228920.984375 Penalty: 3871.515381
	Iteration 23Q: 3 clusters Score -228921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -228927.671875 Penalty: 3871.515381
	Iteration 24Q: 3 clusters Score -228927.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -228934.718750 Penalty: 3871.515381
	Iteration 25Q: 3 clusters Score -228934.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -228947.828125 Penalty: 3871.515381
	Iteration 26Q: 3 clusters Score -228947.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -228955.484375 Penalty: 3871.515381
	Iteration 27Q: 3 clusters Score -228955.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -228961.156250 Penalty: 3871.515381
	Iteration 28Q: 3 clusters Score -228961.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -228965.078125 Penalty: 3871.515381
	Iteration 29Q: 3 clusters Score -228965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -228967.593750 Penalty: 3871.515381
	Iteration 30Q: 3 clusters Score -228967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -228969.125000 Penalty: 3871.515381
	Iteration 31Q: 3 clusters Score -228969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -228973.296875 Penalty: 3871.515381
	Iteration 32Q: 3 clusters Score -228973.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -228978.312500 Penalty: 3871.515381
	Iteration 33Q: 3 clusters Score -228978.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -228982.015625 Penalty: 3871.515381
	Iteration 34Q: 3 clusters Score -228982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -228986.531250 Penalty: 3871.515381
	Iteration 35Q: 3 clusters Score -228986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -228988.812500 Penalty: 3871.515381
	Iteration 36Q: 3 clusters Score -228988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -228991.156250 Penalty: 3871.515381
	Iteration 37Q: 3 clusters Score -228991.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -228993.734375 Penalty: 3871.515381
	Iteration 38Q: 3 clusters Score -228993.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -228995.546875 Penalty: 3871.515381
	Iteration 39Q: 3 clusters Score -228995.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -228996.890625 Penalty: 3871.515381
	Iteration 40F: 3 clusters Score -228996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -228997.593750 Penalty: 3871.515381
	Iteration 41Q: 3 clusters Score -228997.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -228997.593750 Penalty: 3871.515381
	Iteration 42F: 3 clusters Score -228997.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Entering Unmasked Estep 
Score: -978653.187500 Penalty: 2280.592529
	Iteration 0F: 2 clusters Score -978653.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -971080.937500 Penalty: 4561.185059
	Iteration 0F: 3 clusters Score -971080.9 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -973226.625000 Penalty: 4561.185059
	Iteration 1F: 3 clusters Score -973226.6 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -973648.437500 Penalty: 4561.185059
	Iteration 2F: 3 clusters Score -973648.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -974029.625000 Penalty: 4561.185059
	Iteration 3F: 3 clusters Score -974029.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -974385.375000 Penalty: 4561.185059
	Iteration 4F: 3 clusters Score -974385.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -974770.062500 Penalty: 4561.185059
	Iteration 5F: 3 clusters Score -974770.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -975160.812500 Penalty: 4561.185059
	Iteration 6F: 3 clusters Score -975160.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -975561.375000 Penalty: 4561.185059
	Iteration 7F: 3 clusters Score -975561.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -975948.312500 Penalty: 4561.185059
	Iteration 8F: 3 clusters Score -975948.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -976312.750000 Penalty: 4561.185059
	Iteration 9Q: 3 clusters Score -976312.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -976586.062500 Penalty: 4561.185059
	Iteration 10Q: 3 clusters Score -976586.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -976806.312500 Penalty: 4561.185059
	Iteration 11Q: 3 clusters Score -976806.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -976986.375000 Penalty: 4561.185059
	Iteration 12Q: 3 clusters Score -976986.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -977124.875000 Penalty: 4561.185059
	Iteration 13Q: 3 clusters Score -977124.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -977243.812500 Penalty: 4561.185059
	Iteration 14Q: 3 clusters Score -977243.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -977352.187500 Penalty: 4561.185059
	Iteration 15Q: 3 clusters Score -977352.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -977450.937500 Penalty: 4561.185059
	Iteration 16Q: 3 clusters Score -977450.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -977534.125000 Penalty: 4561.185059
	Iteration 17Q: 3 clusters Score -977534.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -977580.562500 Penalty: 4561.185059
	Iteration 18Q: 3 clusters Score -977580.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -977599.625000 Penalty: 4561.185059
	Iteration 19Q: 3 clusters Score -977599.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -977612.375000 Penalty: 4561.185059
	Iteration 20F: 3 clusters Score -977612.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -977626.250000 Penalty: 4561.185059
	Iteration 21Q: 3 clusters Score -977626.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -977633.812500 Penalty: 4561.185059
	Iteration 22Q: 3 clusters Score -977633.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -977638.312500 Penalty: 4561.185059
	Iteration 23Q: 3 clusters Score -977638.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -977644.125000 Penalty: 4561.185059
	Iteration 24Q: 3 clusters Score -977644.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -977648.312500 Penalty: 4561.185059
	Iteration 25Q: 3 clusters Score -977648.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -977651.562500 Penalty: 4561.185059
	Iteration 26Q: 3 clusters Score -977651.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -977652.687500 Penalty: 4561.185059
	Iteration 27Q: 3 clusters Score -977652.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -977655.375000 Penalty: 4561.185059
	Iteration 28Q: 3 clusters Score -977655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -977656.937500 Penalty: 4561.185059
	Iteration 29Q: 3 clusters Score -977656.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -977658.187500 Penalty: 4561.185059
	Iteration 30Q: 3 clusters Score -977658.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -977657.562500 Penalty: 4561.185059
	Iteration 31Q: 3 clusters Score -977657.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -977658.437500 Penalty: 4561.185059
	Iteration 32Q: 3 clusters Score -977658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -977657.562500 Penalty: 4561.185059
	Iteration 33Q: 3 clusters Score -977657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -977659.000000 Penalty: 4561.185059
	Iteration 34Q: 3 clusters Score -977659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -977657.625000 Penalty: 4561.185059
	Iteration 35Q: 3 clusters Score -977657.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -977657.625000 Penalty: 4561.185059
	Iteration 36F: 3 clusters Score -977657.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Entering Unmasked Estep 
Score: -1015591.437500 Penalty: 2298.006104
	Iteration 0F: 2 clusters Score -1015591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1007580.562500 Penalty: 4596.012207
	Iteration 0F: 3 clusters Score -1007581 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1010188.500000 Penalty: 4596.012207
	Iteration 1F: 3 clusters Score -1010188 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1010618.500000 Penalty: 4596.012207
	Iteration 2F: 3 clusters Score -1010618 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1010920.812500 Penalty: 4596.012207
	Iteration 3F: 3 clusters Score -1010921 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1011160.437500 Penalty: 4596.012207
	Iteration 4Q: 3 clusters Score -1011160 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1011320.125000 Penalty: 4596.012207
	Iteration 5Q: 3 clusters Score -1011320 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1011452.875000 Penalty: 4596.012207
	Iteration 6Q: 3 clusters Score -1011453 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1011552.000000 Penalty: 4596.012207
	Iteration 7Q: 3 clusters Score -1011552 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1011633.062500 Penalty: 4596.012207
	Iteration 8Q: 3 clusters Score -1011633 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1011695.687500 Penalty: 4596.012207
	Iteration 9Q: 3 clusters Score -1011696 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1011764.562500 Penalty: 4596.012207
	Iteration 10Q: 3 clusters Score -1011765 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1011830.125000 Penalty: 4596.012207
	Iteration 11Q: 3 clusters Score -1011830 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1011887.750000 Penalty: 4596.012207
	Iteration 12Q: 3 clusters Score -1011888 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1011927.250000 Penalty: 4596.012207
	Iteration 13Q: 3 clusters Score -1011927 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1011967.812500 Penalty: 4596.012207
	Iteration 14Q: 3 clusters Score -1011968 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1012012.437500 Penalty: 4596.012207
	Iteration 15Q: 3 clusters Score -1012012 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1012056.312500 Penalty: 4596.012207
	Iteration 16Q: 3 clusters Score -1012056 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1012101.500000 Penalty: 4596.012207
	Iteration 17Q: 3 clusters Score -1012102 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1012154.875000 Penalty: 4596.012207
	Iteration 18Q: 3 clusters Score -1012155 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1012193.312500 Penalty: 4596.012207
	Iteration 19Q: 3 clusters Score -1012193 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1012244.125000 Penalty: 4596.012207
	Iteration 20F: 3 clusters Score -1012244 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1012321.687500 Penalty: 4596.012207
	Iteration 21Q: 3 clusters Score -1012322 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1012411.437500 Penalty: 4596.012207
	Iteration 22Q: 3 clusters Score -1012411 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1012544.375000 Penalty: 4596.012207
	Iteration 23Q: 3 clusters Score -1012544 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1012691.375000 Penalty: 4596.012207
	Iteration 24Q: 3 clusters Score -1012691 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1012855.937500 Penalty: 4596.012207
	Iteration 25Q: 3 clusters Score -1012856 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1013029.250000 Penalty: 4596.012207
	Iteration 26Q: 3 clusters Score -1013029 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1013205.187500 Penalty: 4596.012207
	Iteration 27Q: 3 clusters Score -1013205 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1013433.937500 Penalty: 4596.012207
	Iteration 28Q: 3 clusters Score -1013434 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1013721.750000 Penalty: 4596.012207
	Iteration 29Q: 3 clusters Score -1013722 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1014033.875000 Penalty: 4596.012207
	Iteration 30Q: 3 clusters Score -1014034 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1014256.562500 Penalty: 4596.012207
	Iteration 31Q: 3 clusters Score -1014257 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1014364.312500 Penalty: 4596.012207
	Iteration 32Q: 3 clusters Score -1014364 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1014426.750000 Penalty: 4596.012207
	Iteration 33Q: 3 clusters Score -1014427 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1014466.312500 Penalty: 4596.012207
	Iteration 34Q: 3 clusters Score -1014466 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1014500.000000 Penalty: 4596.012207
	Iteration 35Q: 3 clusters Score -1014500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1014513.937500 Penalty: 4596.012207
	Iteration 36Q: 3 clusters Score -1014514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1014524.687500 Penalty: 4596.012207
	Iteration 37Q: 3 clusters Score -1014525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1014526.812500 Penalty: 4596.012207
	Iteration 38Q: 3 clusters Score -1014527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1014531.500000 Penalty: 4596.012207
	Iteration 39Q: 3 clusters Score -1014532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1014536.562500 Penalty: 4596.012207
	Iteration 40F: 3 clusters Score -1014537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1014536.375000 Penalty: 4596.012207
	Iteration 41Q: 3 clusters Score -1014536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1014543.312500 Penalty: 4596.012207
	Iteration 42Q: 3 clusters Score -1014543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1014542.812500 Penalty: 4596.012207
	Iteration 43Q: 3 clusters Score -1014543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1014546.625000 Penalty: 4596.012207
	Iteration 44Q: 3 clusters Score -1014547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1014548.500000 Penalty: 4596.012207
	Iteration 45Q: 3 clusters Score -1014548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1014552.250000 Penalty: 4596.012207
	Iteration 46Q: 3 clusters Score -1014552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1014551.687500 Penalty: 4596.012207
	Iteration 47Q: 3 clusters Score -1014552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1014549.875000 Penalty: 4596.012207
	Iteration 48Q: 3 clusters Score -1014550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1014551.375000 Penalty: 4596.012207
	Iteration 49Q: 3 clusters Score -1014551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1014551.062500 Penalty: 4596.012207
	Iteration 50Q: 3 clusters Score -1014551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1014551.437500 Penalty: 4596.012207
	Iteration 51Q: 3 clusters Score -1014551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1014551.250000 Penalty: 4596.012207
	Iteration 52Q: 3 clusters Score -1014551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1014553.062500 Penalty: 4596.012207
	Iteration 53Q: 3 clusters Score -1014553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1014553.500000 Penalty: 4596.012207
	Iteration 54Q: 3 clusters Score -1014554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1014553.437500 Penalty: 4596.012207
	Iteration 55Q: 3 clusters Score -1014553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1014554.062500 Penalty: 4596.012207
	Iteration 56Q: 3 clusters Score -1014554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1014555.000000 Penalty: 4596.012207
	Iteration 57Q: 3 clusters Score -1014555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1014553.687500 Penalty: 4596.012207
	Iteration 58Q: 3 clusters Score -1014554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1014553.687500 Penalty: 4596.012207
	Iteration 59F: 3 clusters Score -1014554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (159409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159409 members 
Entering Unmasked Estep 
Score: -16172288.000000 Penalty: 2970.848877
	Iteration 0F: 2 clusters Score -1.617229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -16065672.000000 Penalty: 5941.697754
	Iteration 0F: 3 clusters Score -1.606567e+07 nChanged 76205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -16109532.000000 Penalty: 5941.697754
	Iteration 1F: 3 clusters Score -1.610953e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -16110598.000000 Penalty: 5941.697754
	Iteration 2Q: 3 clusters Score -1.61106e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 81678 members 
Entering Unmasked Estep 
Score: -16112129.000000 Penalty: 5941.697754
	Iteration 3Q: 3 clusters Score -1.611213e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -16114286.000000 Penalty: 5941.697754
	Iteration 4Q: 3 clusters Score -1.611429e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75559 members 
Mstep: Class 2 contains 83850 members 
Entering Unmasked Estep 
Score: -16117636.000000 Penalty: 5941.697754
	Iteration 5Q: 3 clusters Score -1.611764e+07 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -16122776.000000 Penalty: 5941.697754
	Iteration 6F: 3 clusters Score -1.612278e+07 nChanged 10273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 89254 members 
Entering Unmasked Estep 
Score: -16130214.000000 Penalty: 5941.697754
	Iteration 7F: 3 clusters Score -1.613021e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 93459 members 
Entering Unmasked Estep 
Score: -16139159.000000 Penalty: 5941.697754
	Iteration 8F: 3 clusters Score -1.613916e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 97508 members 
Entering Unmasked Estep 
Score: -16147851.000000 Penalty: 5941.697754
	Iteration 9F: 3 clusters Score -1.614785e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58846 members 
Mstep: Class 2 contains 100563 members 
Entering Unmasked Estep 
Score: -16152960.000000 Penalty: 5941.697754
	Iteration 10F: 3 clusters Score -1.615296e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 102675 members 
Entering Unmasked Estep 
Score: -16155087.000000 Penalty: 5941.697754
	Iteration 11Q: 3 clusters Score -1.615509e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 104379 members 
Entering Unmasked Estep 
Score: -16156122.000000 Penalty: 5941.697754
	Iteration 12Q: 3 clusters Score -1.615612e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 106023 members 
Entering Unmasked Estep 
Score: -16156793.000000 Penalty: 5941.697754
	Iteration 13Q: 3 clusters Score -1.615679e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 107573 members 
Entering Unmasked Estep 
Score: -16157341.000000 Penalty: 5941.697754
	Iteration 14Q: 3 clusters Score -1.615734e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 109117 members 
Entering Unmasked Estep 
Score: -16157745.000000 Penalty: 5941.697754
	Iteration 15Q: 3 clusters Score -1.615774e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 110675 members 
Entering Unmasked Estep 
Score: -16158126.000000 Penalty: 5941.697754
	Iteration 16Q: 3 clusters Score -1.615813e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 112279 members 
Entering Unmasked Estep 
Score: -16158628.000000 Penalty: 5941.697754
	Iteration 17Q: 3 clusters Score -1.615863e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 113946 members 
Entering Unmasked Estep 
Score: -16159197.000000 Penalty: 5941.697754
	Iteration 18Q: 3 clusters Score -1.61592e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 115676 members 
Entering Unmasked Estep 
Score: -16159800.000000 Penalty: 5941.697754
	Iteration 19Q: 3 clusters Score -1.61598e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 117413 members 
Entering Unmasked Estep 
Score: -16160301.000000 Penalty: 5941.697754
	Iteration 20F: 3 clusters Score -1.61603e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 119235 members 
Entering Unmasked Estep 
Score: -16160946.000000 Penalty: 5941.697754
	Iteration 21Q: 3 clusters Score -1.616095e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 121129 members 
Entering Unmasked Estep 
Score: -16161663.000000 Penalty: 5941.697754
	Iteration 22Q: 3 clusters Score -1.616166e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 123025 members 
Entering Unmasked Estep 
Score: -16162369.000000 Penalty: 5941.697754
	Iteration 23Q: 3 clusters Score -1.616237e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 124940 members 
Entering Unmasked Estep 
Score: -16163069.000000 Penalty: 5941.697754
	Iteration 24Q: 3 clusters Score -1.616307e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 126817 members 
Entering Unmasked Estep 
Score: -16163898.000000 Penalty: 5941.697754
	Iteration 25Q: 3 clusters Score -1.61639e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 128570 members 
Entering Unmasked Estep 
Score: -16164641.000000 Penalty: 5941.697754
	Iteration 26Q: 3 clusters Score -1.616464e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 130250 members 
Entering Unmasked Estep 
Score: -16165253.000000 Penalty: 5941.697754
	Iteration 27Q: 3 clusters Score -1.616525e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 131878 members 
Entering Unmasked Estep 
Score: -16165828.000000 Penalty: 5941.697754
	Iteration 28Q: 3 clusters Score -1.616583e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 133381 members 
Entering Unmasked Estep 
Score: -16166403.000000 Penalty: 5941.697754
	Iteration 29Q: 3 clusters Score -1.61664e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 134838 members 
Entering Unmasked Estep 
Score: -16166825.000000 Penalty: 5941.697754
	Iteration 30Q: 3 clusters Score -1.616682e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 136104 members 
Entering Unmasked Estep 
Score: -16167074.000000 Penalty: 5941.697754
	Iteration 31Q: 3 clusters Score -1.616707e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 137270 members 
Entering Unmasked Estep 
Score: -16167471.000000 Penalty: 5941.697754
	Iteration 32Q: 3 clusters Score -1.616747e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 138343 members 
Entering Unmasked Estep 
Score: -16167846.000000 Penalty: 5941.697754
	Iteration 33Q: 3 clusters Score -1.616785e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 139348 members 
Entering Unmasked Estep 
Score: -16168013.000000 Penalty: 5941.697754
	Iteration 34Q: 3 clusters Score -1.616801e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 140259 members 
Entering Unmasked Estep 
Score: -16168325.000000 Penalty: 5941.697754
	Iteration 35Q: 3 clusters Score -1.616832e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 141094 members 
Entering Unmasked Estep 
Score: -16168418.000000 Penalty: 5941.697754
	Iteration 36Q: 3 clusters Score -1.616842e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 141866 members 
Entering Unmasked Estep 
Score: -16168613.000000 Penalty: 5941.697754
	Iteration 37Q: 3 clusters Score -1.616861e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 142625 members 
Entering Unmasked Estep 
Score: -16168765.000000 Penalty: 5941.697754
	Iteration 38Q: 3 clusters Score -1.616876e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 143334 members 
Entering Unmasked Estep 
Score: -16168885.000000 Penalty: 5941.697754
	Iteration 39Q: 3 clusters Score -1.616888e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 144076 members 
Entering Unmasked Estep 
Score: -16169034.000000 Penalty: 5941.697754
	Iteration 40F: 3 clusters Score -1.616903e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 144753 members 
Entering Unmasked Estep 
Score: -16169170.000000 Penalty: 5941.697754
	Iteration 41Q: 3 clusters Score -1.616917e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 145396 members 
Entering Unmasked Estep 
Score: -16169336.000000 Penalty: 5941.697754
	Iteration 42Q: 3 clusters Score -1.616934e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 146030 members 
Entering Unmasked Estep 
Score: -16169374.000000 Penalty: 5941.697754
	Iteration 43Q: 3 clusters Score -1.616937e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 146670 members 
Entering Unmasked Estep 
Score: -16169516.000000 Penalty: 5941.697754
	Iteration 44Q: 3 clusters Score -1.616952e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 147259 members 
Entering Unmasked Estep 
Score: -16169590.000000 Penalty: 5941.697754
	Iteration 45Q: 3 clusters Score -1.616959e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 147811 members 
Entering Unmasked Estep 
Score: -16169756.000000 Penalty: 5941.697754
	Iteration 46Q: 3 clusters Score -1.616976e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 148366 members 
Entering Unmasked Estep 
Score: -16169798.000000 Penalty: 5941.697754
	Iteration 47Q: 3 clusters Score -1.61698e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 148870 members 
Entering Unmasked Estep 
Score: -16169890.000000 Penalty: 5941.697754
	Iteration 48Q: 3 clusters Score -1.616989e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 149300 members 
Entering Unmasked Estep 
Score: -16170009.000000 Penalty: 5941.697754
	Iteration 49Q: 3 clusters Score -1.617001e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 149726 members 
Entering Unmasked Estep 
Score: -16170097.000000 Penalty: 5941.697754
	Iteration 50Q: 3 clusters Score -1.61701e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 150126 members 
Entering Unmasked Estep 
Score: -16170163.000000 Penalty: 5941.697754
	Iteration 51Q: 3 clusters Score -1.617016e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 150485 members 
Entering Unmasked Estep 
Score: -16170237.000000 Penalty: 5941.697754
	Iteration 52Q: 3 clusters Score -1.617024e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 150842 members 
Entering Unmasked Estep 
Score: -16170332.000000 Penalty: 5941.697754
	Iteration 53Q: 3 clusters Score -1.617033e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 151166 members 
Entering Unmasked Estep 
Score: -16170350.000000 Penalty: 5941.697754
	Iteration 54Q: 3 clusters Score -1.617035e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 151454 members 
Entering Unmasked Estep 
Score: -16170410.000000 Penalty: 5941.697754
	Iteration 55Q: 3 clusters Score -1.617041e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 151717 members 
Entering Unmasked Estep 
Score: -16170420.000000 Penalty: 5941.697754
	Iteration 56Q: 3 clusters Score -1.617042e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 151961 members 
Entering Unmasked Estep 
Score: -16170405.000000 Penalty: 5941.697754
	Iteration 57Q: 3 clusters Score -1.61704e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 152206 members 
Entering Unmasked Estep 
Score: -16170449.000000 Penalty: 5941.697754
	Iteration 58Q: 3 clusters Score -1.617045e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 152427 members 
Entering Unmasked Estep 
Score: -16170535.000000 Penalty: 5941.697754
	Iteration 59Q: 3 clusters Score -1.617054e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 152616 members 
Entering Unmasked Estep 
Score: -16170569.000000 Penalty: 5941.697754
	Iteration 60F: 3 clusters Score -1.617057e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 152785 members 
Entering Unmasked Estep 
Score: -16170598.000000 Penalty: 5941.697754
	Iteration 61Q: 3 clusters Score -1.61706e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 152939 members 
Entering Unmasked Estep 
Score: -16170605.000000 Penalty: 5941.697754
	Iteration 62Q: 3 clusters Score -1.61706e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 153088 members 
Entering Unmasked Estep 
Score: -16170611.000000 Penalty: 5941.697754
	Iteration 63Q: 3 clusters Score -1.617061e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 153239 members 
Entering Unmasked Estep 
Score: -16170629.000000 Penalty: 5941.697754
	Iteration 64Q: 3 clusters Score -1.617063e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 153362 members 
Entering Unmasked Estep 
Score: -16170620.000000 Penalty: 5941.697754
	Iteration 65Q: 3 clusters Score -1.617062e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 153470 members 
Entering Unmasked Estep 
Score: -16170595.000000 Penalty: 5941.697754
	Iteration 66Q: 3 clusters Score -1.61706e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -16170636.000000 Penalty: 5941.697754
	Iteration 67Q: 3 clusters Score -1.617064e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 153645 members 
Entering Unmasked Estep 
Score: -16170655.000000 Penalty: 5941.697754
	Iteration 68Q: 3 clusters Score -1.617066e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 153729 members 
Entering Unmasked Estep 
Score: -16170682.000000 Penalty: 5941.697754
	Iteration 69Q: 3 clusters Score -1.617068e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 153824 members 
Entering Unmasked Estep 
Score: -16170674.000000 Penalty: 5941.697754
	Iteration 70Q: 3 clusters Score -1.617067e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 153903 members 
Entering Unmasked Estep 
Score: -16170706.000000 Penalty: 5941.697754
	Iteration 71Q: 3 clusters Score -1.617071e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 153980 members 
Entering Unmasked Estep 
Score: -16170720.000000 Penalty: 5941.697754
	Iteration 72Q: 3 clusters Score -1.617072e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 154054 members 
Entering Unmasked Estep 
Score: -16170697.000000 Penalty: 5941.697754
	Iteration 73Q: 3 clusters Score -1.61707e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 154123 members 
Entering Unmasked Estep 
Score: -16170732.000000 Penalty: 5941.697754
	Iteration 74Q: 3 clusters Score -1.617073e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 154188 members 
Entering Unmasked Estep 
Score: -16170758.000000 Penalty: 5941.697754
	Iteration 75Q: 3 clusters Score -1.617076e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 154242 members 
Entering Unmasked Estep 
Score: -16170762.000000 Penalty: 5941.697754
	Iteration 76Q: 3 clusters Score -1.617076e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 154287 members 
Entering Unmasked Estep 
Score: -16170763.000000 Penalty: 5941.697754
	Iteration 77Q: 3 clusters Score -1.617076e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 154334 members 
Entering Unmasked Estep 
Score: -16170772.000000 Penalty: 5941.697754
	Iteration 78Q: 3 clusters Score -1.617077e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 154370 members 
Entering Unmasked Estep 
Score: -16170773.000000 Penalty: 5941.697754
	Iteration 79Q: 3 clusters Score -1.617077e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 154405 members 
Entering Unmasked Estep 
Score: -16170774.000000 Penalty: 5941.697754
	Iteration 80F: 3 clusters Score -1.617077e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 154432 members 
Entering Unmasked Estep 
Score: -16170788.000000 Penalty: 5941.697754
	Iteration 81Q: 3 clusters Score -1.617079e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 154468 members 
Entering Unmasked Estep 
Score: -16170798.000000 Penalty: 5941.697754
	Iteration 82Q: 3 clusters Score -1.61708e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 154500 members 
Entering Unmasked Estep 
Score: -16170776.000000 Penalty: 5941.697754
	Iteration 83Q: 3 clusters Score -1.617078e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 154536 members 
Entering Unmasked Estep 
Score: -16170784.000000 Penalty: 5941.697754
	Iteration 84Q: 3 clusters Score -1.617078e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 154575 members 
Entering Unmasked Estep 
Score: -16170797.000000 Penalty: 5941.697754
	Iteration 85Q: 3 clusters Score -1.61708e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 154603 members 
Entering Unmasked Estep 
Score: -16170806.000000 Penalty: 5941.697754
	Iteration 86Q: 3 clusters Score -1.617081e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 154626 members 
Entering Unmasked Estep 
Score: -16170806.000000 Penalty: 5941.697754
	Iteration 87Q: 3 clusters Score -1.617081e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 154649 members 
Entering Unmasked Estep 
Score: -16170801.000000 Penalty: 5941.697754
	Iteration 88Q: 3 clusters Score -1.61708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 154668 members 
Entering Unmasked Estep 
Score: -16170806.000000 Penalty: 5941.697754
	Iteration 89Q: 3 clusters Score -1.617081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 154680 members 
Entering Unmasked Estep 
Score: -16170801.000000 Penalty: 5941.697754
	Iteration 90Q: 3 clusters Score -1.61708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 154693 members 
Entering Unmasked Estep 
Score: -16170803.000000 Penalty: 5941.697754
	Iteration 91Q: 3 clusters Score -1.61708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 154706 members 
Entering Unmasked Estep 
Score: -16170799.000000 Penalty: 5941.697754
	Iteration 92Q: 3 clusters Score -1.61708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 154720 members 
Entering Unmasked Estep 
Score: -16170798.000000 Penalty: 5941.697754
	Iteration 93Q: 3 clusters Score -1.61708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 154736 members 
Entering Unmasked Estep 
Score: -16170793.000000 Penalty: 5941.697754
	Iteration 94Q: 3 clusters Score -1.617079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 154750 members 
Entering Unmasked Estep 
Score: -16170808.000000 Penalty: 5941.697754
	Iteration 95Q: 3 clusters Score -1.617081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 154757 members 
Entering Unmasked Estep 
Score: -16170789.000000 Penalty: 5941.697754
	Iteration 96Q: 3 clusters Score -1.617079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 154772 members 
Entering Unmasked Estep 
Score: -16170785.000000 Penalty: 5941.697754
	Iteration 97Q: 3 clusters Score -1.617078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 154780 members 
Entering Unmasked Estep 
Score: -16170788.000000 Penalty: 5941.697754
	Iteration 98Q: 3 clusters Score -1.617079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 154790 members 
Entering Unmasked Estep 
Score: -16170782.000000 Penalty: 5941.697754
	Iteration 99Q: 3 clusters Score -1.617078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 154800 members 
Entering Unmasked Estep 
Score: -16170801.000000 Penalty: 5941.697754
	Iteration 100F: 3 clusters Score -1.61708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 154812 members 
Entering Unmasked Estep 
Score: -16170809.000000 Penalty: 5941.697754
	Iteration 101Q: 3 clusters Score -1.617081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 154823 members 
Entering Unmasked Estep 
Score: -16170807.000000 Penalty: 5941.697754
	Iteration 102Q: 3 clusters Score -1.617081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 154830 members 
Entering Unmasked Estep 
Score: -16170797.000000 Penalty: 5941.697754
	Iteration 103Q: 3 clusters Score -1.61708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 154837 members 
Entering Unmasked Estep 
Score: -16170797.000000 Penalty: 5941.697754
	Iteration 104Q: 3 clusters Score -1.61708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 154841 members 
Entering Unmasked Estep 
Score: -16170800.000000 Penalty: 5941.697754
	Iteration 105Q: 3 clusters Score -1.61708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 154844 members 
Entering Unmasked Estep 
Score: -16170803.000000 Penalty: 5941.697754
	Iteration 106Q: 3 clusters Score -1.61708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 154846 members 
Entering Unmasked Estep 
Score: -16170799.000000 Penalty: 5941.697754
	Iteration 107Q: 3 clusters Score -1.61708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 154849 members 
Entering Unmasked Estep 
Score: -16170809.000000 Penalty: 5941.697754
	Iteration 108Q: 3 clusters Score -1.617081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 154856 members 
Entering Unmasked Estep 
Score: -16170810.000000 Penalty: 5941.697754
	Iteration 109Q: 3 clusters Score -1.617081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 154864 members 
Entering Unmasked Estep 
Score: -16170817.000000 Penalty: 5941.697754
	Iteration 110Q: 3 clusters Score -1.617082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 154869 members 
Entering Unmasked Estep 
Score: -16170813.000000 Penalty: 5941.697754
	Iteration 111Q: 3 clusters Score -1.617081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 154871 members 
Entering Unmasked Estep 
Score: -16170805.000000 Penalty: 5941.697754
	Iteration 112Q: 3 clusters Score -1.61708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 154875 members 
Entering Unmasked Estep 
Score: -16170812.000000 Penalty: 5941.697754
	Iteration 113Q: 3 clusters Score -1.617081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 154879 members 
Entering Unmasked Estep 
Score: -16170806.000000 Penalty: 5941.697754
	Iteration 114Q: 3 clusters Score -1.617081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 154884 members 
Entering Unmasked Estep 
Score: -16170805.000000 Penalty: 5941.697754
	Iteration 115Q: 3 clusters Score -1.61708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 154887 members 
Entering Unmasked Estep 
Score: -16170809.000000 Penalty: 5941.697754
	Iteration 116Q: 3 clusters Score -1.617081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 154889 members 
Entering Unmasked Estep 
Score: -16170813.000000 Penalty: 5941.697754
	Iteration 117Q: 3 clusters Score -1.617081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 154889 members 
Entering Unmasked Estep 
Score: -16170813.000000 Penalty: 5941.697754
	Iteration 118F: 3 clusters Score -1.617081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Entering Unmasked Estep 
Score: -1296431.125000 Penalty: 2351.131104
	Iteration 0F: 2 clusters Score -1296431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1286741.625000 Penalty: 4702.262207
	Iteration 0F: 3 clusters Score -1286742 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1289696.000000 Penalty: 4702.262207
	Iteration 1F: 3 clusters Score -1289696 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1290067.875000 Penalty: 4702.262207
	Iteration 2F: 3 clusters Score -1290068 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1290363.500000 Penalty: 4702.262207
	Iteration 3F: 3 clusters Score -1290364 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1290604.250000 Penalty: 4702.262207
	Iteration 4Q: 3 clusters Score -1290604 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1290800.000000 Penalty: 4702.262207
	Iteration 5Q: 3 clusters Score -1290800 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1290975.875000 Penalty: 4702.262207
	Iteration 6Q: 3 clusters Score -1290976 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1291170.000000 Penalty: 4702.262207
	Iteration 7Q: 3 clusters Score -1291170 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1291384.125000 Penalty: 4702.262207
	Iteration 8Q: 3 clusters Score -1291384 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1291637.875000 Penalty: 4702.262207
	Iteration 9Q: 3 clusters Score -1291638 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1291883.750000 Penalty: 4702.262207
	Iteration 10Q: 3 clusters Score -1291884 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1292199.000000 Penalty: 4702.262207
	Iteration 11Q: 3 clusters Score -1292199 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1292549.625000 Penalty: 4702.262207
	Iteration 12Q: 3 clusters Score -1292550 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1292897.875000 Penalty: 4702.262207
	Iteration 13Q: 3 clusters Score -1292898 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1293294.125000 Penalty: 4702.262207
	Iteration 14Q: 3 clusters Score -1293294 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1293713.125000 Penalty: 4702.262207
	Iteration 15Q: 3 clusters Score -1293713 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1294127.250000 Penalty: 4702.262207
	Iteration 16Q: 3 clusters Score -1294127 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1294481.875000 Penalty: 4702.262207
	Iteration 17Q: 3 clusters Score -1294482 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1294738.875000 Penalty: 4702.262207
	Iteration 18Q: 3 clusters Score -1294739 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1294875.500000 Penalty: 4702.262207
	Iteration 19Q: 3 clusters Score -1294876 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1294968.250000 Penalty: 4702.262207
	Iteration 20F: 3 clusters Score -1294968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1295018.250000 Penalty: 4702.262207
	Iteration 21Q: 3 clusters Score -1295018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1295054.375000 Penalty: 4702.262207
	Iteration 22Q: 3 clusters Score -1295054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1295082.250000 Penalty: 4702.262207
	Iteration 23Q: 3 clusters Score -1295082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1295095.000000 Penalty: 4702.262207
	Iteration 24Q: 3 clusters Score -1295095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1295105.125000 Penalty: 4702.262207
	Iteration 25Q: 3 clusters Score -1295105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1295110.875000 Penalty: 4702.262207
	Iteration 26Q: 3 clusters Score -1295111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1295113.750000 Penalty: 4702.262207
	Iteration 27Q: 3 clusters Score -1295114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1295118.750000 Penalty: 4702.262207
	Iteration 28Q: 3 clusters Score -1295119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1295119.000000 Penalty: 4702.262207
	Iteration 29Q: 3 clusters Score -1295119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1295118.000000 Penalty: 4702.262207
	Iteration 30Q: 3 clusters Score -1295118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1295118.000000 Penalty: 4702.262207
	Iteration 31F: 3 clusters Score -1295118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -2384945.750000 Penalty: 2503.748291
	Iteration 0F: 2 clusters Score -2384946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2368123.500000 Penalty: 5007.496582
	Iteration 0F: 3 clusters Score -2368124 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2374213.250000 Penalty: 5007.496582
	Iteration 1F: 3 clusters Score -2374213 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2375262.000000 Penalty: 5007.496582
	Iteration 2F: 3 clusters Score -2375262 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2376677.500000 Penalty: 5007.496582
	Iteration 3F: 3 clusters Score -2376678 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2378226.000000 Penalty: 5007.496582
	Iteration 4F: 3 clusters Score -2378226 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2379926.250000 Penalty: 5007.496582
	Iteration 5F: 3 clusters Score -2379926 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2381573.500000 Penalty: 5007.496582
	Iteration 6F: 3 clusters Score -2381574 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2382976.000000 Penalty: 5007.496582
	Iteration 7F: 3 clusters Score -2382976 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2384053.000000 Penalty: 5007.496582
	Iteration 8Q: 3 clusters Score -2384053 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2384498.500000 Penalty: 5007.496582
	Iteration 9Q: 3 clusters Score -2384498 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2384645.250000 Penalty: 5007.496582
	Iteration 10Q: 3 clusters Score -2384645 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2384715.500000 Penalty: 5007.496582
	Iteration 11Q: 3 clusters Score -2384716 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2384756.750000 Penalty: 5007.496582
	Iteration 12Q: 3 clusters Score -2384757 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2384793.250000 Penalty: 5007.496582
	Iteration 13Q: 3 clusters Score -2384793 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2384809.750000 Penalty: 5007.496582
	Iteration 14Q: 3 clusters Score -2384810 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2384819.000000 Penalty: 5007.496582
	Iteration 15Q: 3 clusters Score -2384819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2384819.250000 Penalty: 5007.496582
	Iteration 16Q: 3 clusters Score -2384819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2384824.750000 Penalty: 5007.496582
	Iteration 17Q: 3 clusters Score -2384825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2384831.500000 Penalty: 5007.496582
	Iteration 18Q: 3 clusters Score -2384832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2384837.000000 Penalty: 5007.496582
	Iteration 19Q: 3 clusters Score -2384837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2384829.250000 Penalty: 5007.496582
	Iteration 20F: 3 clusters Score -2384829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2384835.500000 Penalty: 5007.496582
	Iteration 21Q: 3 clusters Score -2384836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2384838.000000 Penalty: 5007.496582
	Iteration 22Q: 3 clusters Score -2384838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2384844.250000 Penalty: 5007.496582
	Iteration 23Q: 3 clusters Score -2384844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2384838.000000 Penalty: 5007.496582
	Iteration 24Q: 3 clusters Score -2384838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2384837.500000 Penalty: 5007.496582
	Iteration 25Q: 3 clusters Score -2384838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2384839.500000 Penalty: 5007.496582
	Iteration 26Q: 3 clusters Score -2384840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2384839.750000 Penalty: 5007.496582
	Iteration 27Q: 3 clusters Score -2384840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2384841.750000 Penalty: 5007.496582
	Iteration 28Q: 3 clusters Score -2384842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2384843.500000 Penalty: 5007.496582
	Iteration 29Q: 3 clusters Score -2384844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2384843.750000 Penalty: 5007.496582
	Iteration 30Q: 3 clusters Score -2384844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2384839.750000 Penalty: 5007.496582
	Iteration 31Q: 3 clusters Score -2384840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2384842.250000 Penalty: 5007.496582
	Iteration 32Q: 3 clusters Score -2384842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2384848.750000 Penalty: 5007.496582
	Iteration 33Q: 3 clusters Score -2384849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2384848.750000 Penalty: 5007.496582
	Iteration 34F: 3 clusters Score -2384849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Entering Unmasked Estep 
Score: -4830598.000000 Penalty: 2669.946533
	Iteration 0F: 2 clusters Score -4830598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -4798690.500000 Penalty: 5339.893066
	Iteration 0F: 3 clusters Score -4798690 nChanged 21797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -4810737.000000 Penalty: 5339.893066
	Iteration 1F: 3 clusters Score -4810737 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4811275.500000 Penalty: 5339.893066
	Iteration 2Q: 3 clusters Score -4811276 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -4811789.500000 Penalty: 5339.893066
	Iteration 3Q: 3 clusters Score -4811790 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -4812272.000000 Penalty: 5339.893066
	Iteration 4Q: 3 clusters Score -4812272 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -4812759.000000 Penalty: 5339.893066
	Iteration 5Q: 3 clusters Score -4812759 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -4813296.500000 Penalty: 5339.893066
	Iteration 6Q: 3 clusters Score -4813296 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -4813945.000000 Penalty: 5339.893066
	Iteration 7Q: 3 clusters Score -4813945 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -4814670.000000 Penalty: 5339.893066
	Iteration 8Q: 3 clusters Score -4814670 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -4815656.500000 Penalty: 5339.893066
	Iteration 9Q: 3 clusters Score -4815656 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -4816902.000000 Penalty: 5339.893066
	Iteration 10Q: 3 clusters Score -4816902 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -4818517.500000 Penalty: 5339.893066
	Iteration 11F: 3 clusters Score -4818518 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4820207.500000 Penalty: 5339.893066
	Iteration 12F: 3 clusters Score -4820208 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -4821652.500000 Penalty: 5339.893066
	Iteration 13Q: 3 clusters Score -4821652 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -4822576.500000 Penalty: 5339.893066
	Iteration 14Q: 3 clusters Score -4822576 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -4823142.000000 Penalty: 5339.893066
	Iteration 15Q: 3 clusters Score -4823142 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -4823526.000000 Penalty: 5339.893066
	Iteration 16Q: 3 clusters Score -4823526 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -4823815.500000 Penalty: 5339.893066
	Iteration 17Q: 3 clusters Score -4823816 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -4824118.500000 Penalty: 5339.893066
	Iteration 18Q: 3 clusters Score -4824118 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -4824447.000000 Penalty: 5339.893066
	Iteration 19Q: 3 clusters Score -4824447 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -4824786.000000 Penalty: 5339.893066
	Iteration 20F: 3 clusters Score -4824786 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -4825077.000000 Penalty: 5339.893066
	Iteration 21Q: 3 clusters Score -4825077 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -4825365.500000 Penalty: 5339.893066
	Iteration 22Q: 3 clusters Score -4825366 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4825606.000000 Penalty: 5339.893066
	Iteration 23Q: 3 clusters Score -4825606 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -4825848.500000 Penalty: 5339.893066
	Iteration 24Q: 3 clusters Score -4825848 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -4826117.000000 Penalty: 5339.893066
	Iteration 25Q: 3 clusters Score -4826117 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -4826299.000000 Penalty: 5339.893066
	Iteration 26Q: 3 clusters Score -4826299 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -4826489.500000 Penalty: 5339.893066
	Iteration 27Q: 3 clusters Score -4826490 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -4826649.000000 Penalty: 5339.893066
	Iteration 28Q: 3 clusters Score -4826649 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -4826783.500000 Penalty: 5339.893066
	Iteration 29Q: 3 clusters Score -4826784 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -4826945.500000 Penalty: 5339.893066
	Iteration 30Q: 3 clusters Score -4826946 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4827090.000000 Penalty: 5339.893066
	Iteration 31Q: 3 clusters Score -4827090 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -4827203.000000 Penalty: 5339.893066
	Iteration 32Q: 3 clusters Score -4827203 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4827310.500000 Penalty: 5339.893066
	Iteration 33Q: 3 clusters Score -4827310 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4827420.000000 Penalty: 5339.893066
	Iteration 34Q: 3 clusters Score -4827420 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4827542.500000 Penalty: 5339.893066
	Iteration 35Q: 3 clusters Score -4827542 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4827677.500000 Penalty: 5339.893066
	Iteration 36Q: 3 clusters Score -4827678 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4827790.500000 Penalty: 5339.893066
	Iteration 37Q: 3 clusters Score -4827790 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4827881.000000 Penalty: 5339.893066
	Iteration 38Q: 3 clusters Score -4827881 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4827961.000000 Penalty: 5339.893066
	Iteration 39Q: 3 clusters Score -4827961 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4828024.500000 Penalty: 5339.893066
	Iteration 40F: 3 clusters Score -4828024 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4828062.500000 Penalty: 5339.893066
	Iteration 41Q: 3 clusters Score -4828062 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4828098.500000 Penalty: 5339.893066
	Iteration 42Q: 3 clusters Score -4828098 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4828160.000000 Penalty: 5339.893066
	Iteration 43Q: 3 clusters Score -4828160 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4828188.500000 Penalty: 5339.893066
	Iteration 44Q: 3 clusters Score -4828188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4828218.000000 Penalty: 5339.893066
	Iteration 45Q: 3 clusters Score -4828218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4828235.500000 Penalty: 5339.893066
	Iteration 46Q: 3 clusters Score -4828236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4828265.500000 Penalty: 5339.893066
	Iteration 47Q: 3 clusters Score -4828266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4828288.500000 Penalty: 5339.893066
	Iteration 48Q: 3 clusters Score -4828288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4828308.000000 Penalty: 5339.893066
	Iteration 49Q: 3 clusters Score -4828308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4828320.000000 Penalty: 5339.893066
	Iteration 50Q: 3 clusters Score -4828320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4828318.500000 Penalty: 5339.893066
	Iteration 51Q: 3 clusters Score -4828318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4828321.000000 Penalty: 5339.893066
	Iteration 52Q: 3 clusters Score -4828321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4828322.500000 Penalty: 5339.893066
	Iteration 53Q: 3 clusters Score -4828322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4828330.000000 Penalty: 5339.893066
	Iteration 54Q: 3 clusters Score -4828330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4828335.500000 Penalty: 5339.893066
	Iteration 55Q: 3 clusters Score -4828336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4828334.500000 Penalty: 5339.893066
	Iteration 56Q: 3 clusters Score -4828334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4828341.500000 Penalty: 5339.893066
	Iteration 57Q: 3 clusters Score -4828342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4828340.000000 Penalty: 5339.893066
	Iteration 58Q: 3 clusters Score -4828340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4828342.500000 Penalty: 5339.893066
	Iteration 59Q: 3 clusters Score -4828342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4828341.500000 Penalty: 5339.893066
	Iteration 60F: 3 clusters Score -4828342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4828343.500000 Penalty: 5339.893066
	Iteration 61Q: 3 clusters Score -4828344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4828349.500000 Penalty: 5339.893066
	Iteration 62Q: 3 clusters Score -4828350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4828350.500000 Penalty: 5339.893066
	Iteration 63Q: 3 clusters Score -4828350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4828351.500000 Penalty: 5339.893066
	Iteration 64Q: 3 clusters Score -4828352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4828348.000000 Penalty: 5339.893066
	Iteration 65Q: 3 clusters Score -4828348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4828354.000000 Penalty: 5339.893066
	Iteration 66Q: 3 clusters Score -4828354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4828358.500000 Penalty: 5339.893066
	Iteration 67Q: 3 clusters Score -4828358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4828367.500000 Penalty: 5339.893066
	Iteration 68Q: 3 clusters Score -4828368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4828364.500000 Penalty: 5339.893066
	Iteration 69Q: 3 clusters Score -4828364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4828372.500000 Penalty: 5339.893066
	Iteration 70Q: 3 clusters Score -4828372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4828369.500000 Penalty: 5339.893066
	Iteration 71Q: 3 clusters Score -4828370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4828369.500000 Penalty: 5339.893066
	Iteration 72F: 3 clusters Score -4828370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Entering Unmasked Estep 
Score: -4170481.000000 Penalty: 2641.525391
	Iteration 0F: 2 clusters Score -4170481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -4141729.750000 Penalty: 5283.050781
	Iteration 0F: 3 clusters Score -4141730 nChanged 19454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -4152621.000000 Penalty: 5283.050781
	Iteration 1F: 3 clusters Score -4152621 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -4153240.000000 Penalty: 5283.050781
	Iteration 2Q: 3 clusters Score -4153240 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -4153823.750000 Penalty: 5283.050781
	Iteration 3Q: 3 clusters Score -4153824 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -4154453.000000 Penalty: 5283.050781
	Iteration 4Q: 3 clusters Score -4154453 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -4155266.000000 Penalty: 5283.050781
	Iteration 5Q: 3 clusters Score -4155266 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -4156333.250000 Penalty: 5283.050781
	Iteration 6Q: 3 clusters Score -4156333 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -4157792.750000 Penalty: 5283.050781
	Iteration 7F: 3 clusters Score -4157793 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -4159660.500000 Penalty: 5283.050781
	Iteration 8F: 3 clusters Score -4159660 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -4161676.250000 Penalty: 5283.050781
	Iteration 9F: 3 clusters Score -4161676 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4163526.000000 Penalty: 5283.050781
	Iteration 10F: 3 clusters Score -4163526 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -4164908.000000 Penalty: 5283.050781
	Iteration 11Q: 3 clusters Score -4164908 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -4165916.250000 Penalty: 5283.050781
	Iteration 12Q: 3 clusters Score -4165916 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -4166563.250000 Penalty: 5283.050781
	Iteration 13Q: 3 clusters Score -4166563 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -4167059.750000 Penalty: 5283.050781
	Iteration 14Q: 3 clusters Score -4167060 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -4167379.000000 Penalty: 5283.050781
	Iteration 15Q: 3 clusters Score -4167379 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -4167580.750000 Penalty: 5283.050781
	Iteration 16Q: 3 clusters Score -4167581 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -4167722.000000 Penalty: 5283.050781
	Iteration 17Q: 3 clusters Score -4167722 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -4167834.750000 Penalty: 5283.050781
	Iteration 18Q: 3 clusters Score -4167835 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -4167921.500000 Penalty: 5283.050781
	Iteration 19Q: 3 clusters Score -4167922 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4167978.250000 Penalty: 5283.050781
	Iteration 20F: 3 clusters Score -4167978 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -4168023.750000 Penalty: 5283.050781
	Iteration 21Q: 3 clusters Score -4168024 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -4168064.750000 Penalty: 5283.050781
	Iteration 22Q: 3 clusters Score -4168065 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -4168096.250000 Penalty: 5283.050781
	Iteration 23Q: 3 clusters Score -4168096 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -4168103.750000 Penalty: 5283.050781
	Iteration 24Q: 3 clusters Score -4168104 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -4168122.000000 Penalty: 5283.050781
	Iteration 25Q: 3 clusters Score -4168122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -4168142.500000 Penalty: 5283.050781
	Iteration 26Q: 3 clusters Score -4168142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -4168154.250000 Penalty: 5283.050781
	Iteration 27Q: 3 clusters Score -4168154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -4168157.500000 Penalty: 5283.050781
	Iteration 28Q: 3 clusters Score -4168158 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -4168180.250000 Penalty: 5283.050781
	Iteration 29Q: 3 clusters Score -4168180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -4168196.500000 Penalty: 5283.050781
	Iteration 30Q: 3 clusters Score -4168196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -4168211.250000 Penalty: 5283.050781
	Iteration 31Q: 3 clusters Score -4168211 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -4168220.000000 Penalty: 5283.050781
	Iteration 32Q: 3 clusters Score -4168220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -4168228.000000 Penalty: 5283.050781
	Iteration 33Q: 3 clusters Score -4168228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -4168234.500000 Penalty: 5283.050781
	Iteration 34Q: 3 clusters Score -4168234 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -4168238.250000 Penalty: 5283.050781
	Iteration 35Q: 3 clusters Score -4168238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -4168258.750000 Penalty: 5283.050781
	Iteration 36Q: 3 clusters Score -4168259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -4168261.000000 Penalty: 5283.050781
	Iteration 37Q: 3 clusters Score -4168261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -4168275.500000 Penalty: 5283.050781
	Iteration 38Q: 3 clusters Score -4168276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -4168282.250000 Penalty: 5283.050781
	Iteration 39Q: 3 clusters Score -4168282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -4168283.750000 Penalty: 5283.050781
	Iteration 40F: 3 clusters Score -4168284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -4168284.250000 Penalty: 5283.050781
	Iteration 41Q: 3 clusters Score -4168284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -4168291.750000 Penalty: 5283.050781
	Iteration 42Q: 3 clusters Score -4168292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -4168301.500000 Penalty: 5283.050781
	Iteration 43Q: 3 clusters Score -4168302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -4168315.750000 Penalty: 5283.050781
	Iteration 44Q: 3 clusters Score -4168316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -4168318.500000 Penalty: 5283.050781
	Iteration 45Q: 3 clusters Score -4168318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -4168322.500000 Penalty: 5283.050781
	Iteration 46Q: 3 clusters Score -4168322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -4168321.750000 Penalty: 5283.050781
	Iteration 47Q: 3 clusters Score -4168322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -4168327.500000 Penalty: 5283.050781
	Iteration 48Q: 3 clusters Score -4168328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -4168335.000000 Penalty: 5283.050781
	Iteration 49Q: 3 clusters Score -4168335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -4168327.750000 Penalty: 5283.050781
	Iteration 50Q: 3 clusters Score -4168328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -4168329.750000 Penalty: 5283.050781
	Iteration 51Q: 3 clusters Score -4168330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -4168329.750000 Penalty: 5283.050781
	Iteration 52Q: 3 clusters Score -4168330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -4168335.500000 Penalty: 5283.050781
	Iteration 53Q: 3 clusters Score -4168336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -4168337.750000 Penalty: 5283.050781
	Iteration 54Q: 3 clusters Score -4168338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -4168339.000000 Penalty: 5283.050781
	Iteration 55Q: 3 clusters Score -4168339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -4168355.750000 Penalty: 5283.050781
	Iteration 56Q: 3 clusters Score -4168356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -4168361.250000 Penalty: 5283.050781
	Iteration 57Q: 3 clusters Score -4168361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -4168365.750000 Penalty: 5283.050781
	Iteration 58Q: 3 clusters Score -4168366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -4168364.000000 Penalty: 5283.050781
	Iteration 59Q: 3 clusters Score -4168364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -4168362.000000 Penalty: 5283.050781
	Iteration 60F: 3 clusters Score -4168362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -4168367.500000 Penalty: 5283.050781
	Iteration 61Q: 3 clusters Score -4168368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -4168366.250000 Penalty: 5283.050781
	Iteration 62Q: 3 clusters Score -4168366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -4168369.000000 Penalty: 5283.050781
	Iteration 63Q: 3 clusters Score -4168369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -4168370.500000 Penalty: 5283.050781
	Iteration 64Q: 3 clusters Score -4168370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -4168368.250000 Penalty: 5283.050781
	Iteration 65Q: 3 clusters Score -4168368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -4168367.000000 Penalty: 5283.050781
	Iteration 66Q: 3 clusters Score -4168367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -4168363.750000 Penalty: 5283.050781
	Iteration 67Q: 3 clusters Score -4168364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -4168362.250000 Penalty: 5283.050781
	Iteration 68Q: 3 clusters Score -4168362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -4168362.000000 Penalty: 5283.050781
	Iteration 69Q: 3 clusters Score -4168362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -4168365.500000 Penalty: 5283.050781
	Iteration 70Q: 3 clusters Score -4168366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -4168369.250000 Penalty: 5283.050781
	Iteration 71Q: 3 clusters Score -4168369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -4168372.750000 Penalty: 5283.050781
	Iteration 72Q: 3 clusters Score -4168373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -4168369.750000 Penalty: 5283.050781
	Iteration 73Q: 3 clusters Score -4168370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -4168375.000000 Penalty: 5283.050781
	Iteration 74Q: 3 clusters Score -4168375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -4168374.250000 Penalty: 5283.050781
	Iteration 75Q: 3 clusters Score -4168374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -4168374.000000 Penalty: 5283.050781
	Iteration 76Q: 3 clusters Score -4168374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -4168370.250000 Penalty: 5283.050781
	Iteration 77Q: 3 clusters Score -4168370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -4168367.250000 Penalty: 5283.050781
	Iteration 78Q: 3 clusters Score -4168367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -4168367.500000 Penalty: 5283.050781
	Iteration 79Q: 3 clusters Score -4168368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -4168374.750000 Penalty: 5283.050781
	Iteration 80F: 3 clusters Score -4168375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -4168380.750000 Penalty: 5283.050781
	Iteration 81Q: 3 clusters Score -4168381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -4168385.000000 Penalty: 5283.050781
	Iteration 82Q: 3 clusters Score -4168385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -4168385.750000 Penalty: 5283.050781
	Iteration 83Q: 3 clusters Score -4168386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -4168387.000000 Penalty: 5283.050781
	Iteration 84Q: 3 clusters Score -4168387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -4168384.500000 Penalty: 5283.050781
	Iteration 85Q: 3 clusters Score -4168384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -4168386.750000 Penalty: 5283.050781
	Iteration 86Q: 3 clusters Score -4168387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -4168383.000000 Penalty: 5283.050781
	Iteration 87Q: 3 clusters Score -4168383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -4168389.500000 Penalty: 5283.050781
	Iteration 88Q: 3 clusters Score -4168390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -4168386.750000 Penalty: 5283.050781
	Iteration 89Q: 3 clusters Score -4168387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -4168386.500000 Penalty: 5283.050781
	Iteration 90Q: 3 clusters Score -4168386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -4168392.750000 Penalty: 5283.050781
	Iteration 91Q: 3 clusters Score -4168393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -4168386.000000 Penalty: 5283.050781
	Iteration 92Q: 3 clusters Score -4168386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -4168386.000000 Penalty: 5283.050781
	Iteration 93Q: 3 clusters Score -4168386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -4168390.500000 Penalty: 5283.050781
	Iteration 94Q: 3 clusters Score -4168390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -4168390.500000 Penalty: 5283.050781
	Iteration 95F: 3 clusters Score -4168390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Entering Unmasked Estep 
Score: -3462248.250000 Penalty: 2598.458252
	Iteration 0F: 2 clusters Score -3462248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3437997.500000 Penalty: 5196.916504
	Iteration 0F: 3 clusters Score -3437998 nChanged 16189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -3447240.750000 Penalty: 5196.916504
	Iteration 1F: 3 clusters Score -3447241 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -3448040.500000 Penalty: 5196.916504
	Iteration 2F: 3 clusters Score -3448040 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3449016.250000 Penalty: 5196.916504
	Iteration 3F: 3 clusters Score -3449016 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3450291.750000 Penalty: 5196.916504
	Iteration 4F: 3 clusters Score -3450292 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3451747.500000 Penalty: 5196.916504
	Iteration 5F: 3 clusters Score -3451748 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3453038.500000 Penalty: 5196.916504
	Iteration 6F: 3 clusters Score -3453038 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3454126.750000 Penalty: 5196.916504
	Iteration 7Q: 3 clusters Score -3454127 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -3455070.750000 Penalty: 5196.916504
	Iteration 8Q: 3 clusters Score -3455071 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3455889.500000 Penalty: 5196.916504
	Iteration 9Q: 3 clusters Score -3455890 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3456569.750000 Penalty: 5196.916504
	Iteration 10Q: 3 clusters Score -3456570 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3457191.500000 Penalty: 5196.916504
	Iteration 11Q: 3 clusters Score -3457192 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -3457765.500000 Penalty: 5196.916504
	Iteration 12Q: 3 clusters Score -3457766 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3458249.750000 Penalty: 5196.916504
	Iteration 13Q: 3 clusters Score -3458250 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3458637.250000 Penalty: 5196.916504
	Iteration 14Q: 3 clusters Score -3458637 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -3458932.250000 Penalty: 5196.916504
	Iteration 15Q: 3 clusters Score -3458932 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -3459147.500000 Penalty: 5196.916504
	Iteration 16Q: 3 clusters Score -3459148 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -3459274.500000 Penalty: 5196.916504
	Iteration 17Q: 3 clusters Score -3459274 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -3459374.500000 Penalty: 5196.916504
	Iteration 18Q: 3 clusters Score -3459374 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3459487.000000 Penalty: 5196.916504
	Iteration 19Q: 3 clusters Score -3459487 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -3459586.750000 Penalty: 5196.916504
	Iteration 20F: 3 clusters Score -3459587 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -3459679.500000 Penalty: 5196.916504
	Iteration 21Q: 3 clusters Score -3459680 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -3459760.000000 Penalty: 5196.916504
	Iteration 22Q: 3 clusters Score -3459760 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -3459831.000000 Penalty: 5196.916504
	Iteration 23Q: 3 clusters Score -3459831 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -3459875.750000 Penalty: 5196.916504
	Iteration 24Q: 3 clusters Score -3459876 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -3459904.750000 Penalty: 5196.916504
	Iteration 25Q: 3 clusters Score -3459905 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -3459943.000000 Penalty: 5196.916504
	Iteration 26Q: 3 clusters Score -3459943 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -3459969.250000 Penalty: 5196.916504
	Iteration 27Q: 3 clusters Score -3459969 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -3460001.000000 Penalty: 5196.916504
	Iteration 28Q: 3 clusters Score -3460001 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -3460030.000000 Penalty: 5196.916504
	Iteration 29Q: 3 clusters Score -3460030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -3460065.250000 Penalty: 5196.916504
	Iteration 30Q: 3 clusters Score -3460065 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -3460087.000000 Penalty: 5196.916504
	Iteration 31Q: 3 clusters Score -3460087 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -3460113.000000 Penalty: 5196.916504
	Iteration 32Q: 3 clusters Score -3460113 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -3460138.000000 Penalty: 5196.916504
	Iteration 33Q: 3 clusters Score -3460138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -3460172.500000 Penalty: 5196.916504
	Iteration 34Q: 3 clusters Score -3460172 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -3460196.750000 Penalty: 5196.916504
	Iteration 35Q: 3 clusters Score -3460197 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -3460220.250000 Penalty: 5196.916504
	Iteration 36Q: 3 clusters Score -3460220 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -3460233.250000 Penalty: 5196.916504
	Iteration 37Q: 3 clusters Score -3460233 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -3460258.250000 Penalty: 5196.916504
	Iteration 38Q: 3 clusters Score -3460258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -3460269.250000 Penalty: 5196.916504
	Iteration 39Q: 3 clusters Score -3460269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -3460282.000000 Penalty: 5196.916504
	Iteration 40F: 3 clusters Score -3460282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -3460287.500000 Penalty: 5196.916504
	Iteration 41Q: 3 clusters Score -3460288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -3460296.250000 Penalty: 5196.916504
	Iteration 42Q: 3 clusters Score -3460296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -3460307.000000 Penalty: 5196.916504
	Iteration 43Q: 3 clusters Score -3460307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -3460315.000000 Penalty: 5196.916504
	Iteration 44Q: 3 clusters Score -3460315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -3460313.750000 Penalty: 5196.916504
	Iteration 45Q: 3 clusters Score -3460314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -3460321.250000 Penalty: 5196.916504
	Iteration 46Q: 3 clusters Score -3460321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -3460335.000000 Penalty: 5196.916504
	Iteration 47Q: 3 clusters Score -3460335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -3460336.500000 Penalty: 5196.916504
	Iteration 48Q: 3 clusters Score -3460336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -3460338.500000 Penalty: 5196.916504
	Iteration 49Q: 3 clusters Score -3460338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -3460347.750000 Penalty: 5196.916504
	Iteration 50Q: 3 clusters Score -3460348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -3460353.500000 Penalty: 5196.916504
	Iteration 51Q: 3 clusters Score -3460354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -3460357.250000 Penalty: 5196.916504
	Iteration 52Q: 3 clusters Score -3460357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -3460364.250000 Penalty: 5196.916504
	Iteration 53Q: 3 clusters Score -3460364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -3460362.750000 Penalty: 5196.916504
	Iteration 54Q: 3 clusters Score -3460363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -3460359.750000 Penalty: 5196.916504
	Iteration 55Q: 3 clusters Score -3460360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -3460363.250000 Penalty: 5196.916504
	Iteration 56Q: 3 clusters Score -3460363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -3460367.000000 Penalty: 5196.916504
	Iteration 57Q: 3 clusters Score -3460367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -3460367.000000 Penalty: 5196.916504
	Iteration 58Q: 3 clusters Score -3460367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -3460368.000000 Penalty: 5196.916504
	Iteration 59Q: 3 clusters Score -3460368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -3460366.500000 Penalty: 5196.916504
	Iteration 60F: 3 clusters Score -3460366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -3460366.000000 Penalty: 5196.916504
	Iteration 61Q: 3 clusters Score -3460366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -3460370.000000 Penalty: 5196.916504
	Iteration 62Q: 3 clusters Score -3460370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -3460370.250000 Penalty: 5196.916504
	Iteration 63Q: 3 clusters Score -3460370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -3460371.000000 Penalty: 5196.916504
	Iteration 64Q: 3 clusters Score -3460371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -3460373.250000 Penalty: 5196.916504
	Iteration 65Q: 3 clusters Score -3460373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -3460372.750000 Penalty: 5196.916504
	Iteration 66Q: 3 clusters Score -3460373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -3460372.500000 Penalty: 5196.916504
	Iteration 67Q: 3 clusters Score -3460372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -3460372.500000 Penalty: 5196.916504
	Iteration 68F: 3 clusters Score -3460372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Entering Unmasked Estep 
Score: -6170428.000000 Penalty: 2734.660645
	Iteration 0F: 2 clusters Score -6170428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -6129026.500000 Penalty: 5469.321289
	Iteration 0F: 3 clusters Score -6129026 nChanged 28699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -6145249.500000 Penalty: 5469.321289
	Iteration 1F: 3 clusters Score -6145250 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -6146032.000000 Penalty: 5469.321289
	Iteration 2Q: 3 clusters Score -6146032 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -6147240.500000 Penalty: 5469.321289
	Iteration 3Q: 3 clusters Score -6147240 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -6149070.500000 Penalty: 5469.321289
	Iteration 4F: 3 clusters Score -6149070 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -6151896.500000 Penalty: 5469.321289
	Iteration 5F: 3 clusters Score -6151896 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -6155797.500000 Penalty: 5469.321289
	Iteration 6F: 3 clusters Score -6155798 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -6159915.500000 Penalty: 5469.321289
	Iteration 7F: 3 clusters Score -6159916 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -6163095.000000 Penalty: 5469.321289
	Iteration 8F: 3 clusters Score -6163095 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -6164810.000000 Penalty: 5469.321289
	Iteration 9Q: 3 clusters Score -6164810 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -6165735.500000 Penalty: 5469.321289
	Iteration 10Q: 3 clusters Score -6165736 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -6166338.500000 Penalty: 5469.321289
	Iteration 11Q: 3 clusters Score -6166338 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -6166899.500000 Penalty: 5469.321289
	Iteration 12Q: 3 clusters Score -6166900 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -6167345.000000 Penalty: 5469.321289
	Iteration 13Q: 3 clusters Score -6167345 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -6167652.000000 Penalty: 5469.321289
	Iteration 14Q: 3 clusters Score -6167652 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -6167848.000000 Penalty: 5469.321289
	Iteration 15Q: 3 clusters Score -6167848 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -6168018.000000 Penalty: 5469.321289
	Iteration 16Q: 3 clusters Score -6168018 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -6168150.000000 Penalty: 5469.321289
	Iteration 17Q: 3 clusters Score -6168150 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -6168229.500000 Penalty: 5469.321289
	Iteration 18Q: 3 clusters Score -6168230 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -6168313.500000 Penalty: 5469.321289
	Iteration 19Q: 3 clusters Score -6168314 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -6168343.000000 Penalty: 5469.321289
	Iteration 20F: 3 clusters Score -6168343 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -6168412.000000 Penalty: 5469.321289
	Iteration 21Q: 3 clusters Score -6168412 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -6168461.500000 Penalty: 5469.321289
	Iteration 22Q: 3 clusters Score -6168462 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -6168501.500000 Penalty: 5469.321289
	Iteration 23Q: 3 clusters Score -6168502 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -6168543.000000 Penalty: 5469.321289
	Iteration 24Q: 3 clusters Score -6168543 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -6168599.500000 Penalty: 5469.321289
	Iteration 25Q: 3 clusters Score -6168600 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -6168649.500000 Penalty: 5469.321289
	Iteration 26Q: 3 clusters Score -6168650 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -6168659.500000 Penalty: 5469.321289
	Iteration 27Q: 3 clusters Score -6168660 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -6168690.500000 Penalty: 5469.321289
	Iteration 28Q: 3 clusters Score -6168690 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -6168708.000000 Penalty: 5469.321289
	Iteration 29Q: 3 clusters Score -6168708 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -6168736.500000 Penalty: 5469.321289
	Iteration 30Q: 3 clusters Score -6168736 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -6168767.500000 Penalty: 5469.321289
	Iteration 31Q: 3 clusters Score -6168768 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -6168788.000000 Penalty: 5469.321289
	Iteration 32Q: 3 clusters Score -6168788 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -6168816.000000 Penalty: 5469.321289
	Iteration 33Q: 3 clusters Score -6168816 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -6168828.500000 Penalty: 5469.321289
	Iteration 34Q: 3 clusters Score -6168828 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -6168865.000000 Penalty: 5469.321289
	Iteration 35Q: 3 clusters Score -6168865 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -6168898.000000 Penalty: 5469.321289
	Iteration 36Q: 3 clusters Score -6168898 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -6168903.500000 Penalty: 5469.321289
	Iteration 37Q: 3 clusters Score -6168904 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -6168925.500000 Penalty: 5469.321289
	Iteration 38Q: 3 clusters Score -6168926 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -6168943.000000 Penalty: 5469.321289
	Iteration 39Q: 3 clusters Score -6168943 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -6168970.000000 Penalty: 5469.321289
	Iteration 40F: 3 clusters Score -6168970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -6169005.500000 Penalty: 5469.321289
	Iteration 41Q: 3 clusters Score -6169006 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -6169023.500000 Penalty: 5469.321289
	Iteration 42Q: 3 clusters Score -6169024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -6169021.500000 Penalty: 5469.321289
	Iteration 43Q: 3 clusters Score -6169022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -6169030.000000 Penalty: 5469.321289
	Iteration 44Q: 3 clusters Score -6169030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -6169031.500000 Penalty: 5469.321289
	Iteration 45Q: 3 clusters Score -6169032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -6169025.000000 Penalty: 5469.321289
	Iteration 46Q: 3 clusters Score -6169025 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -6169041.500000 Penalty: 5469.321289
	Iteration 47Q: 3 clusters Score -6169042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -6169043.500000 Penalty: 5469.321289
	Iteration 48Q: 3 clusters Score -6169044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -6169049.500000 Penalty: 5469.321289
	Iteration 49Q: 3 clusters Score -6169050 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -6169071.500000 Penalty: 5469.321289
	Iteration 50Q: 3 clusters Score -6169072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -6169061.000000 Penalty: 5469.321289
	Iteration 51Q: 3 clusters Score -6169061 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -6169075.500000 Penalty: 5469.321289
	Iteration 52Q: 3 clusters Score -6169076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -6169083.000000 Penalty: 5469.321289
	Iteration 53Q: 3 clusters Score -6169083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -6169079.500000 Penalty: 5469.321289
	Iteration 54Q: 3 clusters Score -6169080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -6169078.500000 Penalty: 5469.321289
	Iteration 55Q: 3 clusters Score -6169078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -6169087.500000 Penalty: 5469.321289
	Iteration 56Q: 3 clusters Score -6169088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -6169094.500000 Penalty: 5469.321289
	Iteration 57Q: 3 clusters Score -6169094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -6169087.500000 Penalty: 5469.321289
	Iteration 58Q: 3 clusters Score -6169088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -6169088.000000 Penalty: 5469.321289
	Iteration 59Q: 3 clusters Score -6169088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -6169082.000000 Penalty: 5469.321289
	Iteration 60F: 3 clusters Score -6169082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -6169083.000000 Penalty: 5469.321289
	Iteration 61Q: 3 clusters Score -6169083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -6169101.000000 Penalty: 5469.321289
	Iteration 62Q: 3 clusters Score -6169101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -6169098.500000 Penalty: 5469.321289
	Iteration 63Q: 3 clusters Score -6169098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -6169108.000000 Penalty: 5469.321289
	Iteration 64Q: 3 clusters Score -6169108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6169109.000000 Penalty: 5469.321289
	Iteration 65Q: 3 clusters Score -6169109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -6169108.500000 Penalty: 5469.321289
	Iteration 66Q: 3 clusters Score -6169108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -6169108.500000 Penalty: 5469.321289
	Iteration 67Q: 3 clusters Score -6169108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -6169109.000000 Penalty: 5469.321289
	Iteration 68Q: 3 clusters Score -6169109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -6169112.000000 Penalty: 5469.321289
	Iteration 69Q: 3 clusters Score -6169112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -6169110.500000 Penalty: 5469.321289
	Iteration 70Q: 3 clusters Score -6169110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -6169109.500000 Penalty: 5469.321289
	Iteration 71Q: 3 clusters Score -6169110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -6169128.000000 Penalty: 5469.321289
	Iteration 72Q: 3 clusters Score -6169128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -6169119.000000 Penalty: 5469.321289
	Iteration 73Q: 3 clusters Score -6169119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -6169122.000000 Penalty: 5469.321289
	Iteration 74Q: 3 clusters Score -6169122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -6169116.500000 Penalty: 5469.321289
	Iteration 75Q: 3 clusters Score -6169116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -6169113.500000 Penalty: 5469.321289
	Iteration 76Q: 3 clusters Score -6169114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -6169125.000000 Penalty: 5469.321289
	Iteration 77Q: 3 clusters Score -6169125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -6169117.500000 Penalty: 5469.321289
	Iteration 78Q: 3 clusters Score -6169118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6169122.000000 Penalty: 5469.321289
	Iteration 79Q: 3 clusters Score -6169122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -6169120.000000 Penalty: 5469.321289
	Iteration 80F: 3 clusters Score -6169120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -6169119.500000 Penalty: 5469.321289
	Iteration 81Q: 3 clusters Score -6169120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -6169117.000000 Penalty: 5469.321289
	Iteration 82Q: 3 clusters Score -6169117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -6169114.500000 Penalty: 5469.321289
	Iteration 83Q: 3 clusters Score -6169114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -6169111.500000 Penalty: 5469.321289
	Iteration 84Q: 3 clusters Score -6169112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -6169119.000000 Penalty: 5469.321289
	Iteration 85Q: 3 clusters Score -6169119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -6169112.500000 Penalty: 5469.321289
	Iteration 86Q: 3 clusters Score -6169112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -6169111.500000 Penalty: 5469.321289
	Iteration 87Q: 3 clusters Score -6169112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6169114.500000 Penalty: 5469.321289
	Iteration 88Q: 3 clusters Score -6169114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -6169108.500000 Penalty: 5469.321289
	Iteration 89Q: 3 clusters Score -6169108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -6169109.500000 Penalty: 5469.321289
	Iteration 90Q: 3 clusters Score -6169110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -6169110.000000 Penalty: 5469.321289
	Iteration 91Q: 3 clusters Score -6169110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -6169106.000000 Penalty: 5469.321289
	Iteration 92Q: 3 clusters Score -6169106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -6169106.000000 Penalty: 5469.321289
	Iteration 93F: 3 clusters Score -6169106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Entering Unmasked Estep 
Score: -1641924.000000 Penalty: 2411.002930
	Iteration 0F: 2 clusters Score -1641924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1630025.375000 Penalty: 4822.005859
	Iteration 0F: 3 clusters Score -1630025 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1633743.000000 Penalty: 4822.005859
	Iteration 1F: 3 clusters Score -1633743 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1634093.375000 Penalty: 4822.005859
	Iteration 2F: 3 clusters Score -1634093 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1634376.500000 Penalty: 4822.005859
	Iteration 3Q: 3 clusters Score -1634376 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1634612.000000 Penalty: 4822.005859
	Iteration 4Q: 3 clusters Score -1634612 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1634878.875000 Penalty: 4822.005859
	Iteration 5Q: 3 clusters Score -1634879 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1635173.250000 Penalty: 4822.005859
	Iteration 6Q: 3 clusters Score -1635173 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1635460.375000 Penalty: 4822.005859
	Iteration 7Q: 3 clusters Score -1635460 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1635792.625000 Penalty: 4822.005859
	Iteration 8Q: 3 clusters Score -1635793 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1636147.250000 Penalty: 4822.005859
	Iteration 9Q: 3 clusters Score -1636147 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1636467.625000 Penalty: 4822.005859
	Iteration 10Q: 3 clusters Score -1636468 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1636817.500000 Penalty: 4822.005859
	Iteration 11Q: 3 clusters Score -1636818 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1637181.625000 Penalty: 4822.005859
	Iteration 12Q: 3 clusters Score -1637182 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1637544.500000 Penalty: 4822.005859
	Iteration 13Q: 3 clusters Score -1637544 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1637886.500000 Penalty: 4822.005859
	Iteration 14Q: 3 clusters Score -1637886 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1638218.750000 Penalty: 4822.005859
	Iteration 15Q: 3 clusters Score -1638219 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1638517.625000 Penalty: 4822.005859
	Iteration 16Q: 3 clusters Score -1638518 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1638749.375000 Penalty: 4822.005859
	Iteration 17Q: 3 clusters Score -1638749 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1638974.375000 Penalty: 4822.005859
	Iteration 18Q: 3 clusters Score -1638974 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1639185.500000 Penalty: 4822.005859
	Iteration 19Q: 3 clusters Score -1639186 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1639369.750000 Penalty: 4822.005859
	Iteration 20F: 3 clusters Score -1639370 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1639502.500000 Penalty: 4822.005859
	Iteration 21Q: 3 clusters Score -1639502 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1639604.500000 Penalty: 4822.005859
	Iteration 22Q: 3 clusters Score -1639604 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1639683.000000 Penalty: 4822.005859
	Iteration 23Q: 3 clusters Score -1639683 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1639741.250000 Penalty: 4822.005859
	Iteration 24Q: 3 clusters Score -1639741 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1639773.125000 Penalty: 4822.005859
	Iteration 25Q: 3 clusters Score -1639773 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1639809.250000 Penalty: 4822.005859
	Iteration 26Q: 3 clusters Score -1639809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1639837.875000 Penalty: 4822.005859
	Iteration 27Q: 3 clusters Score -1639838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1639862.750000 Penalty: 4822.005859
	Iteration 28Q: 3 clusters Score -1639863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1639895.125000 Penalty: 4822.005859
	Iteration 29Q: 3 clusters Score -1639895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1639905.625000 Penalty: 4822.005859
	Iteration 30Q: 3 clusters Score -1639906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1639920.375000 Penalty: 4822.005859
	Iteration 31Q: 3 clusters Score -1639920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1639933.250000 Penalty: 4822.005859
	Iteration 32Q: 3 clusters Score -1639933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1639942.000000 Penalty: 4822.005859
	Iteration 33Q: 3 clusters Score -1639942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1639946.250000 Penalty: 4822.005859
	Iteration 34Q: 3 clusters Score -1639946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1639952.000000 Penalty: 4822.005859
	Iteration 35Q: 3 clusters Score -1639952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1639952.000000 Penalty: 4822.005859
	Iteration 36Q: 3 clusters Score -1639952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1639953.625000 Penalty: 4822.005859
	Iteration 37Q: 3 clusters Score -1639954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1639953.750000 Penalty: 4822.005859
	Iteration 38Q: 3 clusters Score -1639954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1639952.625000 Penalty: 4822.005859
	Iteration 39Q: 3 clusters Score -1639953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1639952.625000 Penalty: 4822.005859
	Iteration 40F: 3 clusters Score -1639953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Entering Unmasked Estep 
Score: -1691588.375000 Penalty: 2411.225830
	Iteration 0F: 2 clusters Score -1691588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1679650.500000 Penalty: 4822.451660
	Iteration 0F: 3 clusters Score -1679650 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1683531.375000 Penalty: 4822.451660
	Iteration 1F: 3 clusters Score -1683531 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1683948.875000 Penalty: 4822.451660
	Iteration 2F: 3 clusters Score -1683949 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1684261.500000 Penalty: 4822.451660
	Iteration 3Q: 3 clusters Score -1684262 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1684531.000000 Penalty: 4822.451660
	Iteration 4Q: 3 clusters Score -1684531 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1684773.250000 Penalty: 4822.451660
	Iteration 5Q: 3 clusters Score -1684773 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1684993.875000 Penalty: 4822.451660
	Iteration 6Q: 3 clusters Score -1684994 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1685190.500000 Penalty: 4822.451660
	Iteration 7Q: 3 clusters Score -1685190 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1685385.500000 Penalty: 4822.451660
	Iteration 8Q: 3 clusters Score -1685386 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1685618.625000 Penalty: 4822.451660
	Iteration 9Q: 3 clusters Score -1685619 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1685902.625000 Penalty: 4822.451660
	Iteration 10Q: 3 clusters Score -1685903 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1686231.500000 Penalty: 4822.451660
	Iteration 11Q: 3 clusters Score -1686232 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1686598.125000 Penalty: 4822.451660
	Iteration 12Q: 3 clusters Score -1686598 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1687024.375000 Penalty: 4822.451660
	Iteration 13Q: 3 clusters Score -1687024 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1687504.750000 Penalty: 4822.451660
	Iteration 14Q: 3 clusters Score -1687505 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1687934.125000 Penalty: 4822.451660
	Iteration 15Q: 3 clusters Score -1687934 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1688231.000000 Penalty: 4822.451660
	Iteration 16Q: 3 clusters Score -1688231 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1688472.250000 Penalty: 4822.451660
	Iteration 17Q: 3 clusters Score -1688472 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1688641.875000 Penalty: 4822.451660
	Iteration 18Q: 3 clusters Score -1688642 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1688783.750000 Penalty: 4822.451660
	Iteration 19Q: 3 clusters Score -1688784 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1688921.750000 Penalty: 4822.451660
	Iteration 20F: 3 clusters Score -1688922 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1689056.000000 Penalty: 4822.451660
	Iteration 21Q: 3 clusters Score -1689056 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1689210.125000 Penalty: 4822.451660
	Iteration 22Q: 3 clusters Score -1689210 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1689365.625000 Penalty: 4822.451660
	Iteration 23Q: 3 clusters Score -1689366 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1689521.375000 Penalty: 4822.451660
	Iteration 24Q: 3 clusters Score -1689521 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1689658.375000 Penalty: 4822.451660
	Iteration 25Q: 3 clusters Score -1689658 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1689780.875000 Penalty: 4822.451660
	Iteration 26Q: 3 clusters Score -1689781 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1689857.625000 Penalty: 4822.451660
	Iteration 27Q: 3 clusters Score -1689858 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1689924.250000 Penalty: 4822.451660
	Iteration 28Q: 3 clusters Score -1689924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1689971.000000 Penalty: 4822.451660
	Iteration 29Q: 3 clusters Score -1689971 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1690020.625000 Penalty: 4822.451660
	Iteration 30Q: 3 clusters Score -1690021 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1690051.750000 Penalty: 4822.451660
	Iteration 31Q: 3 clusters Score -1690052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1690081.750000 Penalty: 4822.451660
	Iteration 32Q: 3 clusters Score -1690082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1690095.750000 Penalty: 4822.451660
	Iteration 33Q: 3 clusters Score -1690096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1690108.125000 Penalty: 4822.451660
	Iteration 34Q: 3 clusters Score -1690108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1690111.250000 Penalty: 4822.451660
	Iteration 35Q: 3 clusters Score -1690111 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1690124.750000 Penalty: 4822.451660
	Iteration 36Q: 3 clusters Score -1690125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1690130.500000 Penalty: 4822.451660
	Iteration 37Q: 3 clusters Score -1690130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1690136.000000 Penalty: 4822.451660
	Iteration 38Q: 3 clusters Score -1690136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1690138.250000 Penalty: 4822.451660
	Iteration 39Q: 3 clusters Score -1690138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1690143.625000 Penalty: 4822.451660
	Iteration 40F: 3 clusters Score -1690144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1690150.625000 Penalty: 4822.451660
	Iteration 41Q: 3 clusters Score -1690151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1690149.250000 Penalty: 4822.451660
	Iteration 42Q: 3 clusters Score -1690149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1690145.625000 Penalty: 4822.451660
	Iteration 43Q: 3 clusters Score -1690146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1690148.375000 Penalty: 4822.451660
	Iteration 44Q: 3 clusters Score -1690148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1690148.375000 Penalty: 4822.451660
	Iteration 45Q: 3 clusters Score -1690148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1690149.375000 Penalty: 4822.451660
	Iteration 46Q: 3 clusters Score -1690149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1690151.250000 Penalty: 4822.451660
	Iteration 47Q: 3 clusters Score -1690151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1690149.375000 Penalty: 4822.451660
	Iteration 48Q: 3 clusters Score -1690149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1690153.750000 Penalty: 4822.451660
	Iteration 49Q: 3 clusters Score -1690154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1690153.000000 Penalty: 4822.451660
	Iteration 50Q: 3 clusters Score -1690153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1690153.375000 Penalty: 4822.451660
	Iteration 51Q: 3 clusters Score -1690153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1690150.000000 Penalty: 4822.451660
	Iteration 52Q: 3 clusters Score -1690150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1690157.125000 Penalty: 4822.451660
	Iteration 53Q: 3 clusters Score -1690157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1690157.375000 Penalty: 4822.451660
	Iteration 54Q: 3 clusters Score -1690157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1690158.750000 Penalty: 4822.451660
	Iteration 55Q: 3 clusters Score -1690159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1690158.750000 Penalty: 4822.451660
	Iteration 56F: 3 clusters Score -1690159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (286891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286891 members 
Entering Unmasked Estep 
Score: -28777864.000000 Penalty: 3116.580566
	Iteration 0F: 2 clusters Score -2.877786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143302 members 
Mstep: Class 2 contains 143589 members 
Entering Unmasked Estep 
Score: -28587634.000000 Penalty: 6233.161133
	Iteration 0F: 3 clusters Score -2.858763e+07 nChanged 138597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139575 members 
Mstep: Class 2 contains 147316 members 
Entering Unmasked Estep 
Score: -28670162.000000 Penalty: 6233.161133
	Iteration 1F: 3 clusters Score -2.867016e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138108 members 
Mstep: Class 2 contains 148783 members 
Entering Unmasked Estep 
Score: -28673406.000000 Penalty: 6233.161133
	Iteration 2Q: 3 clusters Score -2.867341e+07 nChanged 12075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135807 members 
Mstep: Class 2 contains 151084 members 
Entering Unmasked Estep 
Score: -28678966.000000 Penalty: 6233.161133
	Iteration 3Q: 3 clusters Score -2.867897e+07 nChanged 15210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132479 members 
Mstep: Class 2 contains 154412 members 
Entering Unmasked Estep 
Score: -28687760.000000 Penalty: 6233.161133
	Iteration 4F: 3 clusters Score -2.868776e+07 nChanged 19267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127392 members 
Mstep: Class 2 contains 159499 members 
Entering Unmasked Estep 
Score: -28702104.000000 Penalty: 6233.161133
	Iteration 5F: 3 clusters Score -2.87021e+07 nChanged 22589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119985 members 
Mstep: Class 2 contains 166906 members 
Entering Unmasked Estep 
Score: -28721166.000000 Penalty: 6233.161133
	Iteration 6F: 3 clusters Score -2.872117e+07 nChanged 22747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110346 members 
Mstep: Class 2 contains 176545 members 
Entering Unmasked Estep 
Score: -28742146.000000 Penalty: 6233.161133
	Iteration 7F: 3 clusters Score -2.874215e+07 nChanged 18435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100881 members 
Mstep: Class 2 contains 186010 members 
Entering Unmasked Estep 
Score: -28758448.000000 Penalty: 6233.161133
	Iteration 8F: 3 clusters Score -2.875845e+07 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93087 members 
Mstep: Class 2 contains 193804 members 
Entering Unmasked Estep 
Score: -28767156.000000 Penalty: 6233.161133
	Iteration 9Q: 3 clusters Score -2.876716e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 199958 members 
Entering Unmasked Estep 
Score: -28771422.000000 Penalty: 6233.161133
	Iteration 10Q: 3 clusters Score -2.877142e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 204923 members 
Entering Unmasked Estep 
Score: -28773828.000000 Penalty: 6233.161133
	Iteration 11Q: 3 clusters Score -2.877383e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 209161 members 
Entering Unmasked Estep 
Score: -28775334.000000 Penalty: 6233.161133
	Iteration 12Q: 3 clusters Score -2.877533e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 212732 members 
Entering Unmasked Estep 
Score: -28776414.000000 Penalty: 6233.161133
	Iteration 13Q: 3 clusters Score -2.877641e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 215850 members 
Entering Unmasked Estep 
Score: -28777338.000000 Penalty: 6233.161133
	Iteration 14Q: 3 clusters Score -2.877734e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68385 members 
Mstep: Class 2 contains 218506 members 
Entering Unmasked Estep 
Score: -28777926.000000 Penalty: 6233.161133
	Iteration 15Q: 3 clusters Score -2.877793e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 220784 members 
Entering Unmasked Estep 
Score: -28778328.000000 Penalty: 6233.161133
	Iteration 16Q: 3 clusters Score -2.877833e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 222758 members 
Entering Unmasked Estep 
Score: -28778580.000000 Penalty: 6233.161133
	Iteration 17Q: 3 clusters Score -2.877858e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 224486 members 
Entering Unmasked Estep 
Score: -28778946.000000 Penalty: 6233.161133
	Iteration 18Q: 3 clusters Score -2.877895e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 225982 members 
Entering Unmasked Estep 
Score: -28778966.000000 Penalty: 6233.161133
	Iteration 19Q: 3 clusters Score -2.877897e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 227285 members 
Entering Unmasked Estep 
Score: -28779040.000000 Penalty: 6233.161133
	Iteration 20F: 3 clusters Score -2.877904e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 228509 members 
Entering Unmasked Estep 
Score: -28779162.000000 Penalty: 6233.161133
	Iteration 21Q: 3 clusters Score -2.877916e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 229559 members 
Entering Unmasked Estep 
Score: -28779178.000000 Penalty: 6233.161133
	Iteration 22Q: 3 clusters Score -2.877918e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 230477 members 
Entering Unmasked Estep 
Score: -28779306.000000 Penalty: 6233.161133
	Iteration 23Q: 3 clusters Score -2.877931e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 231250 members 
Entering Unmasked Estep 
Score: -28779278.000000 Penalty: 6233.161133
	Iteration 24Q: 3 clusters Score -2.877928e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 231932 members 
Entering Unmasked Estep 
Score: -28779346.000000 Penalty: 6233.161133
	Iteration 25Q: 3 clusters Score -2.877935e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 232549 members 
Entering Unmasked Estep 
Score: -28779400.000000 Penalty: 6233.161133
	Iteration 26Q: 3 clusters Score -2.87794e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 233102 members 
Entering Unmasked Estep 
Score: -28779354.000000 Penalty: 6233.161133
	Iteration 27Q: 3 clusters Score -2.877935e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 233599 members 
Entering Unmasked Estep 
Score: -28779400.000000 Penalty: 6233.161133
	Iteration 28Q: 3 clusters Score -2.87794e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 234038 members 
Entering Unmasked Estep 
Score: -28779468.000000 Penalty: 6233.161133
	Iteration 29Q: 3 clusters Score -2.877947e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 234430 members 
Entering Unmasked Estep 
Score: -28779470.000000 Penalty: 6233.161133
	Iteration 30Q: 3 clusters Score -2.877947e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 234797 members 
Entering Unmasked Estep 
Score: -28779486.000000 Penalty: 6233.161133
	Iteration 31Q: 3 clusters Score -2.877949e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 235170 members 
Entering Unmasked Estep 
Score: -28779502.000000 Penalty: 6233.161133
	Iteration 32Q: 3 clusters Score -2.87795e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 235525 members 
Entering Unmasked Estep 
Score: -28779540.000000 Penalty: 6233.161133
	Iteration 33Q: 3 clusters Score -2.877954e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 235862 members 
Entering Unmasked Estep 
Score: -28779596.000000 Penalty: 6233.161133
	Iteration 34Q: 3 clusters Score -2.87796e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 236163 members 
Entering Unmasked Estep 
Score: -28779574.000000 Penalty: 6233.161133
	Iteration 35Q: 3 clusters Score -2.877957e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 236400 members 
Entering Unmasked Estep 
Score: -28779626.000000 Penalty: 6233.161133
	Iteration 36Q: 3 clusters Score -2.877963e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 236598 members 
Entering Unmasked Estep 
Score: -28779628.000000 Penalty: 6233.161133
	Iteration 37Q: 3 clusters Score -2.877963e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 236795 members 
Entering Unmasked Estep 
Score: -28779688.000000 Penalty: 6233.161133
	Iteration 38Q: 3 clusters Score -2.877969e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 236989 members 
Entering Unmasked Estep 
Score: -28779706.000000 Penalty: 6233.161133
	Iteration 39Q: 3 clusters Score -2.877971e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 237186 members 
Entering Unmasked Estep 
Score: -28779730.000000 Penalty: 6233.161133
	Iteration 40F: 3 clusters Score -2.877973e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 237331 members 
Entering Unmasked Estep 
Score: -28779696.000000 Penalty: 6233.161133
	Iteration 41Q: 3 clusters Score -2.87797e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 237468 members 
Entering Unmasked Estep 
Score: -28779658.000000 Penalty: 6233.161133
	Iteration 42Q: 3 clusters Score -2.877966e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 237590 members 
Entering Unmasked Estep 
Score: -28779658.000000 Penalty: 6233.161133
	Iteration 43Q: 3 clusters Score -2.877966e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 237699 members 
Entering Unmasked Estep 
Score: -28779670.000000 Penalty: 6233.161133
	Iteration 44Q: 3 clusters Score -2.877967e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 237803 members 
Entering Unmasked Estep 
Score: -28779678.000000 Penalty: 6233.161133
	Iteration 45Q: 3 clusters Score -2.877968e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 237911 members 
Entering Unmasked Estep 
Score: -28779696.000000 Penalty: 6233.161133
	Iteration 46Q: 3 clusters Score -2.87797e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 237994 members 
Entering Unmasked Estep 
Score: -28779696.000000 Penalty: 6233.161133
	Iteration 47Q: 3 clusters Score -2.87797e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 238066 members 
Entering Unmasked Estep 
Score: -28779678.000000 Penalty: 6233.161133
	Iteration 48Q: 3 clusters Score -2.877968e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 238151 members 
Entering Unmasked Estep 
Score: -28779634.000000 Penalty: 6233.161133
	Iteration 49Q: 3 clusters Score -2.877963e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 238206 members 
Entering Unmasked Estep 
Score: -28779652.000000 Penalty: 6233.161133
	Iteration 50Q: 3 clusters Score -2.877965e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 238260 members 
Entering Unmasked Estep 
Score: -28779622.000000 Penalty: 6233.161133
	Iteration 51Q: 3 clusters Score -2.877962e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 238322 members 
Entering Unmasked Estep 
Score: -28779660.000000 Penalty: 6233.161133
	Iteration 52Q: 3 clusters Score -2.877966e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 238391 members 
Entering Unmasked Estep 
Score: -28779680.000000 Penalty: 6233.161133
	Iteration 53Q: 3 clusters Score -2.877968e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 238461 members 
Entering Unmasked Estep 
Score: -28779702.000000 Penalty: 6233.161133
	Iteration 54Q: 3 clusters Score -2.87797e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 238519 members 
Entering Unmasked Estep 
Score: -28779702.000000 Penalty: 6233.161133
	Iteration 55Q: 3 clusters Score -2.87797e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 238583 members 
Entering Unmasked Estep 
Score: -28779660.000000 Penalty: 6233.161133
	Iteration 56Q: 3 clusters Score -2.877966e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 238644 members 
Entering Unmasked Estep 
Score: -28779692.000000 Penalty: 6233.161133
	Iteration 57Q: 3 clusters Score -2.877969e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 238704 members 
Entering Unmasked Estep 
Score: -28779714.000000 Penalty: 6233.161133
	Iteration 58Q: 3 clusters Score -2.877971e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 238762 members 
Entering Unmasked Estep 
Score: -28779732.000000 Penalty: 6233.161133
	Iteration 59Q: 3 clusters Score -2.877973e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 238816 members 
Entering Unmasked Estep 
Score: -28779704.000000 Penalty: 6233.161133
	Iteration 60F: 3 clusters Score -2.87797e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 238859 members 
Entering Unmasked Estep 
Score: -28779712.000000 Penalty: 6233.161133
	Iteration 61Q: 3 clusters Score -2.877971e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 238894 members 
Entering Unmasked Estep 
Score: -28779718.000000 Penalty: 6233.161133
	Iteration 62Q: 3 clusters Score -2.877972e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 238931 members 
Entering Unmasked Estep 
Score: -28779742.000000 Penalty: 6233.161133
	Iteration 63Q: 3 clusters Score -2.877974e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 238961 members 
Entering Unmasked Estep 
Score: -28779744.000000 Penalty: 6233.161133
	Iteration 64Q: 3 clusters Score -2.877974e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 238990 members 
Entering Unmasked Estep 
Score: -28779734.000000 Penalty: 6233.161133
	Iteration 65Q: 3 clusters Score -2.877973e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 239020 members 
Entering Unmasked Estep 
Score: -28779754.000000 Penalty: 6233.161133
	Iteration 66Q: 3 clusters Score -2.877975e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 239053 members 
Entering Unmasked Estep 
Score: -28779732.000000 Penalty: 6233.161133
	Iteration 67Q: 3 clusters Score -2.877973e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 239084 members 
Entering Unmasked Estep 
Score: -28779698.000000 Penalty: 6233.161133
	Iteration 68Q: 3 clusters Score -2.87797e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 239117 members 
Entering Unmasked Estep 
Score: -28779710.000000 Penalty: 6233.161133
	Iteration 69Q: 3 clusters Score -2.877971e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 239151 members 
Entering Unmasked Estep 
Score: -28779714.000000 Penalty: 6233.161133
	Iteration 70Q: 3 clusters Score -2.877971e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 239179 members 
Entering Unmasked Estep 
Score: -28779702.000000 Penalty: 6233.161133
	Iteration 71Q: 3 clusters Score -2.87797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 239199 members 
Entering Unmasked Estep 
Score: -28779718.000000 Penalty: 6233.161133
	Iteration 72Q: 3 clusters Score -2.877972e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 239216 members 
Entering Unmasked Estep 
Score: -28779726.000000 Penalty: 6233.161133
	Iteration 73Q: 3 clusters Score -2.877973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 239230 members 
Entering Unmasked Estep 
Score: -28779706.000000 Penalty: 6233.161133
	Iteration 74Q: 3 clusters Score -2.877971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 239237 members 
Entering Unmasked Estep 
Score: -28779692.000000 Penalty: 6233.161133
	Iteration 75Q: 3 clusters Score -2.877969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 239250 members 
Entering Unmasked Estep 
Score: -28779696.000000 Penalty: 6233.161133
	Iteration 76Q: 3 clusters Score -2.87797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 239268 members 
Entering Unmasked Estep 
Score: -28779712.000000 Penalty: 6233.161133
	Iteration 77Q: 3 clusters Score -2.877971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 239286 members 
Entering Unmasked Estep 
Score: -28779702.000000 Penalty: 6233.161133
	Iteration 78Q: 3 clusters Score -2.87797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 239297 members 
Entering Unmasked Estep 
Score: -28779708.000000 Penalty: 6233.161133
	Iteration 79Q: 3 clusters Score -2.877971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 239307 members 
Entering Unmasked Estep 
Score: -28779702.000000 Penalty: 6233.161133
	Iteration 80F: 3 clusters Score -2.87797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 239315 members 
Entering Unmasked Estep 
Score: -28779710.000000 Penalty: 6233.161133
	Iteration 81Q: 3 clusters Score -2.877971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 239324 members 
Entering Unmasked Estep 
Score: -28779696.000000 Penalty: 6233.161133
	Iteration 82Q: 3 clusters Score -2.87797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 239328 members 
Entering Unmasked Estep 
Score: -28779692.000000 Penalty: 6233.161133
	Iteration 83Q: 3 clusters Score -2.877969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 239333 members 
Entering Unmasked Estep 
Score: -28779700.000000 Penalty: 6233.161133
	Iteration 84Q: 3 clusters Score -2.87797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 239338 members 
Entering Unmasked Estep 
Score: -28779692.000000 Penalty: 6233.161133
	Iteration 85Q: 3 clusters Score -2.877969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 239346 members 
Entering Unmasked Estep 
Score: -28779676.000000 Penalty: 6233.161133
	Iteration 86Q: 3 clusters Score -2.877968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 239350 members 
Entering Unmasked Estep 
Score: -28779682.000000 Penalty: 6233.161133
	Iteration 87Q: 3 clusters Score -2.877968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 239357 members 
Entering Unmasked Estep 
Score: -28779698.000000 Penalty: 6233.161133
	Iteration 88Q: 3 clusters Score -2.87797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 239362 members 
Entering Unmasked Estep 
Score: -28779700.000000 Penalty: 6233.161133
	Iteration 89Q: 3 clusters Score -2.87797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 239365 members 
Entering Unmasked Estep 
Score: -28779718.000000 Penalty: 6233.161133
	Iteration 90Q: 3 clusters Score -2.877972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 239368 members 
Entering Unmasked Estep 
Score: -28779716.000000 Penalty: 6233.161133
	Iteration 91Q: 3 clusters Score -2.877972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 239369 members 
Entering Unmasked Estep 
Score: -28779728.000000 Penalty: 6233.161133
	Iteration 92Q: 3 clusters Score -2.877973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 239369 members 
Entering Unmasked Estep 
Score: -28779728.000000 Penalty: 6233.161133
	Iteration 93F: 3 clusters Score -2.877973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2572 members 
Mstep: Class 3 contains 16317 members 
Mstep: Class 4 contains 2454 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 159409 members 
Mstep: Class 8 contains 13100 members 
Mstep: Class 9 contains 24240 members 
Mstep: Class 10 contains 47378 members 
Mstep: Class 11 contains 42248 members 
Mstep: Class 12 contains 35513 members 
Mstep: Class 13 contains 61504 members 
Mstep: Class 14 contains 16677 members 
Mstep: Class 15 contains 16692 members 
Mstep: Class 16 contains 47522 members 
Mstep: Class 17 contains 47363 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 232085 members 
Mstep: Class 20 contains 38830 members 
Mstep: Class 21 contains 8252 members 
Mstep: Class 22 contains 183565 members 
Mstep: Class 23 contains 15846 members 
Mstep: Class 24 contains 241026 members 
Mstep: Class 25 contains 14669 members 
Mstep: Class 26 contains 25213 members 
Mstep: Class 27 contains 30143 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17138 members 
Mstep: Class 30 contains 3363 members 
Mstep: Class 31 contains 2495 members 
Mstep: Class 32 contains 4078 members 
Mstep: Class 33 contains 239369 members 
Entering Unmasked Estep 
Score: -157136448.000000 Penalty: 117006.343750
Splitting cluster 16 changes total score from -157133504.000000 to -157136448.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (47363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Entering Unmasked Estep 
Score: -4781255.500000 Penalty: 2669.867920
	Iteration 0F: 2 clusters Score -4781256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -4749219.500000 Penalty: 5339.735840
	Iteration 0F: 3 clusters Score -4749220 nChanged 21990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -4761503.000000 Penalty: 5339.735840
	Iteration 1F: 3 clusters Score -4761503 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -4761997.500000 Penalty: 5339.735840
	Iteration 2Q: 3 clusters Score -4761998 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -4762468.500000 Penalty: 5339.735840
	Iteration 3Q: 3 clusters Score -4762468 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -4763095.000000 Penalty: 5339.735840
	Iteration 4Q: 3 clusters Score -4763095 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -4764144.500000 Penalty: 5339.735840
	Iteration 5Q: 3 clusters Score -4764144 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -4766014.000000 Penalty: 5339.735840
	Iteration 6F: 3 clusters Score -4766014 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -4769105.500000 Penalty: 5339.735840
	Iteration 7F: 3 clusters Score -4769106 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -4773061.500000 Penalty: 5339.735840
	Iteration 8F: 3 clusters Score -4773062 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -4776903.000000 Penalty: 5339.735840
	Iteration 9F: 3 clusters Score -4776903 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -4779718.500000 Penalty: 5339.735840
	Iteration 10Q: 3 clusters Score -4779718 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -4780967.000000 Penalty: 5339.735840
	Iteration 11Q: 3 clusters Score -4780967 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -4781383.500000 Penalty: 5339.735840
	Iteration 12Q: 3 clusters Score -4781384 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -4781592.500000 Penalty: 5339.735840
	Iteration 13Q: 3 clusters Score -4781592 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -4781702.500000 Penalty: 5339.735840
	Iteration 14Q: 3 clusters Score -4781702 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -4781753.500000 Penalty: 5339.735840
	Iteration 15Q: 3 clusters Score -4781754 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -4781780.000000 Penalty: 5339.735840
	Iteration 16Q: 3 clusters Score -4781780 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -4781792.000000 Penalty: 5339.735840
	Iteration 17Q: 3 clusters Score -4781792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -4781801.500000 Penalty: 5339.735840
	Iteration 18Q: 3 clusters Score -4781802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -4781806.500000 Penalty: 5339.735840
	Iteration 19Q: 3 clusters Score -4781806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -4781803.000000 Penalty: 5339.735840
	Iteration 20F: 3 clusters Score -4781803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -4781815.000000 Penalty: 5339.735840
	Iteration 21Q: 3 clusters Score -4781815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -4781812.000000 Penalty: 5339.735840
	Iteration 22Q: 3 clusters Score -4781812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -4781813.000000 Penalty: 5339.735840
	Iteration 23Q: 3 clusters Score -4781813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -4781820.500000 Penalty: 5339.735840
	Iteration 24Q: 3 clusters Score -4781820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -4781817.500000 Penalty: 5339.735840
	Iteration 25Q: 3 clusters Score -4781818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -4781821.500000 Penalty: 5339.735840
	Iteration 26Q: 3 clusters Score -4781822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -4781821.500000 Penalty: 5339.735840
	Iteration 27F: 3 clusters Score -4781822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2572 members 
Mstep: Class 3 contains 16317 members 
Mstep: Class 4 contains 2454 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 159409 members 
Mstep: Class 8 contains 13100 members 
Mstep: Class 9 contains 24240 members 
Mstep: Class 10 contains 47378 members 
Mstep: Class 11 contains 42248 members 
Mstep: Class 12 contains 35513 members 
Mstep: Class 13 contains 61504 members 
Mstep: Class 14 contains 16677 members 
Mstep: Class 15 contains 16692 members 
Mstep: Class 16 contains 47522 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 232085 members 
Mstep: Class 20 contains 38830 members 
Mstep: Class 21 contains 8252 members 
Mstep: Class 22 contains 183565 members 
Mstep: Class 23 contains 15846 members 
Mstep: Class 24 contains 241026 members 
Mstep: Class 25 contains 14669 members 
Mstep: Class 26 contains 25213 members 
Mstep: Class 27 contains 30143 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17138 members 
Mstep: Class 30 contains 3363 members 
Mstep: Class 31 contains 2495 members 
Mstep: Class 32 contains 4078 members 
Mstep: Class 33 contains 239369 members 
Mstep: Class 34 contains 41591 members 
Entering Unmasked Estep 
Score: -157136112.000000 Penalty: 120551.992188
Splitting cluster 17 changes total score from -157133504.000000 to -157136112.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -192109.562500 Penalty: 1893.075684
	Iteration 0F: 2 clusters Score -192109.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -189479.515625 Penalty: 3786.151367
	Iteration 0F: 3 clusters Score -189479.5 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -190045.843750 Penalty: 3786.151367
	Iteration 1F: 3 clusters Score -190045.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -190231.375000 Penalty: 3786.151367
	Iteration 2F: 3 clusters Score -190231.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -190320.046875 Penalty: 3786.151367
	Iteration 3Q: 3 clusters Score -190320 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -190376.671875 Penalty: 3786.151367
	Iteration 4Q: 3 clusters Score -190376.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -190414.765625 Penalty: 3786.151367
	Iteration 5Q: 3 clusters Score -190414.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -190444.875000 Penalty: 3786.151367
	Iteration 6Q: 3 clusters Score -190444.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -190477.906250 Penalty: 3786.151367
	Iteration 7Q: 3 clusters Score -190477.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -190501.765625 Penalty: 3786.151367
	Iteration 8Q: 3 clusters Score -190501.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -190522.296875 Penalty: 3786.151367
	Iteration 9Q: 3 clusters Score -190522.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -190535.437500 Penalty: 3786.151367
	Iteration 10Q: 3 clusters Score -190535.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -190553.453125 Penalty: 3786.151367
	Iteration 11Q: 3 clusters Score -190553.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -190569.953125 Penalty: 3786.151367
	Iteration 12Q: 3 clusters Score -190570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -190587.562500 Penalty: 3786.151367
	Iteration 13Q: 3 clusters Score -190587.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -190611.625000 Penalty: 3786.151367
	Iteration 14Q: 3 clusters Score -190611.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -190639.359375 Penalty: 3786.151367
	Iteration 15Q: 3 clusters Score -190639.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -190658.484375 Penalty: 3786.151367
	Iteration 16Q: 3 clusters Score -190658.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -190671.765625 Penalty: 3786.151367
	Iteration 17Q: 3 clusters Score -190671.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -190680.859375 Penalty: 3786.151367
	Iteration 18Q: 3 clusters Score -190680.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -190690.093750 Penalty: 3786.151367
	Iteration 19Q: 3 clusters Score -190690.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -190701.031250 Penalty: 3786.151367
	Iteration 20F: 3 clusters Score -190701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -190708.156250 Penalty: 3786.151367
	Iteration 21Q: 3 clusters Score -190708.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -190716.984375 Penalty: 3786.151367
	Iteration 22Q: 3 clusters Score -190717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -190731.843750 Penalty: 3786.151367
	Iteration 23Q: 3 clusters Score -190731.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -190747.109375 Penalty: 3786.151367
	Iteration 24Q: 3 clusters Score -190747.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -190762.515625 Penalty: 3786.151367
	Iteration 25Q: 3 clusters Score -190762.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -190775.312500 Penalty: 3786.151367
	Iteration 26Q: 3 clusters Score -190775.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -190785.000000 Penalty: 3786.151367
	Iteration 27Q: 3 clusters Score -190785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -190791.718750 Penalty: 3786.151367
	Iteration 28Q: 3 clusters Score -190791.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -190797.296875 Penalty: 3786.151367
	Iteration 29Q: 3 clusters Score -190797.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -190798.515625 Penalty: 3786.151367
	Iteration 30Q: 3 clusters Score -190798.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -190799.656250 Penalty: 3786.151367
	Iteration 31Q: 3 clusters Score -190799.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -190800.562500 Penalty: 3786.151367
	Iteration 32Q: 3 clusters Score -190800.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -190801.812500 Penalty: 3786.151367
	Iteration 33Q: 3 clusters Score -190801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -190802.437500 Penalty: 3786.151367
	Iteration 34Q: 3 clusters Score -190802.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -190803.328125 Penalty: 3786.151367
	Iteration 35Q: 3 clusters Score -190803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -190804.437500 Penalty: 3786.151367
	Iteration 36Q: 3 clusters Score -190804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -190805.265625 Penalty: 3786.151367
	Iteration 37Q: 3 clusters Score -190805.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -190806.578125 Penalty: 3786.151367
	Iteration 38Q: 3 clusters Score -190806.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -190806.578125 Penalty: 3786.151367
	Iteration 39F: 3 clusters Score -190806.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (232085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232085 members 
Entering Unmasked Estep 
Score: -23282942.000000 Penalty: 3064.005127
	Iteration 0F: 2 clusters Score -2.328294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116028 members 
Mstep: Class 2 contains 116057 members 
Entering Unmasked Estep 
Score: -23133210.000000 Penalty: 6128.010254
	Iteration 0F: 3 clusters Score -2.313321e+07 nChanged 111641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113513 members 
Mstep: Class 2 contains 118572 members 
Entering Unmasked Estep 
Score: -23199134.000000 Penalty: 6128.010254
	Iteration 1F: 3 clusters Score -2.319913e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111288 members 
Mstep: Class 2 contains 120797 members 
Entering Unmasked Estep 
Score: -23201090.000000 Penalty: 6128.010254
	Iteration 2Q: 3 clusters Score -2.320109e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107663 members 
Mstep: Class 2 contains 124422 members 
Entering Unmasked Estep 
Score: -23204108.000000 Penalty: 6128.010254
	Iteration 3Q: 3 clusters Score -2.320411e+07 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102179 members 
Mstep: Class 2 contains 129906 members 
Entering Unmasked Estep 
Score: -23208856.000000 Penalty: 6128.010254
	Iteration 4Q: 3 clusters Score -2.320886e+07 nChanged 13650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 137582 members 
Entering Unmasked Estep 
Score: -23215636.000000 Penalty: 6128.010254
	Iteration 5F: 3 clusters Score -2.321564e+07 nChanged 15483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84618 members 
Mstep: Class 2 contains 147467 members 
Entering Unmasked Estep 
Score: -23224390.000000 Penalty: 6128.010254
	Iteration 6F: 3 clusters Score -2.322439e+07 nChanged 15981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 158960 members 
Entering Unmasked Estep 
Score: -23233846.000000 Penalty: 6128.010254
	Iteration 7F: 3 clusters Score -2.323385e+07 nChanged 15099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 171515 members 
Entering Unmasked Estep 
Score: -23242378.000000 Penalty: 6128.010254
	Iteration 8F: 3 clusters Score -2.324238e+07 nChanged 13248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 183967 members 
Entering Unmasked Estep 
Score: -23250022.000000 Penalty: 6128.010254
	Iteration 9F: 3 clusters Score -2.325002e+07 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 195823 members 
Entering Unmasked Estep 
Score: -23256876.000000 Penalty: 6128.010254
	Iteration 10F: 3 clusters Score -2.325688e+07 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 206347 members 
Entering Unmasked Estep 
Score: -23263500.000000 Penalty: 6128.010254
	Iteration 11Q: 3 clusters Score -2.32635e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 214909 members 
Entering Unmasked Estep 
Score: -23269510.000000 Penalty: 6128.010254
	Iteration 12Q: 3 clusters Score -2.326951e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 220925 members 
Entering Unmasked Estep 
Score: -23273820.000000 Penalty: 6128.010254
	Iteration 13Q: 3 clusters Score -2.327382e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 224628 members 
Entering Unmasked Estep 
Score: -23276544.000000 Penalty: 6128.010254
	Iteration 14Q: 3 clusters Score -2.327654e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 226667 members 
Entering Unmasked Estep 
Score: -23278350.000000 Penalty: 6128.010254
	Iteration 15Q: 3 clusters Score -2.327835e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 227786 members 
Entering Unmasked Estep 
Score: -23279390.000000 Penalty: 6128.010254
	Iteration 16Q: 3 clusters Score -2.327939e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 228377 members 
Entering Unmasked Estep 
Score: -23280078.000000 Penalty: 6128.010254
	Iteration 17Q: 3 clusters Score -2.328008e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 228724 members 
Entering Unmasked Estep 
Score: -23280378.000000 Penalty: 6128.010254
	Iteration 18Q: 3 clusters Score -2.328038e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 228968 members 
Entering Unmasked Estep 
Score: -23280578.000000 Penalty: 6128.010254
	Iteration 19Q: 3 clusters Score -2.328058e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 229173 members 
Entering Unmasked Estep 
Score: -23280712.000000 Penalty: 6128.010254
	Iteration 20F: 3 clusters Score -2.328071e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 229354 members 
Entering Unmasked Estep 
Score: -23280822.000000 Penalty: 6128.010254
	Iteration 21Q: 3 clusters Score -2.328082e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 229475 members 
Entering Unmasked Estep 
Score: -23280866.000000 Penalty: 6128.010254
	Iteration 22Q: 3 clusters Score -2.328087e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 229585 members 
Entering Unmasked Estep 
Score: -23280864.000000 Penalty: 6128.010254
	Iteration 23Q: 3 clusters Score -2.328086e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 229666 members 
Entering Unmasked Estep 
Score: -23280910.000000 Penalty: 6128.010254
	Iteration 24Q: 3 clusters Score -2.328091e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 229733 members 
Entering Unmasked Estep 
Score: -23280912.000000 Penalty: 6128.010254
	Iteration 25Q: 3 clusters Score -2.328091e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 229777 members 
Entering Unmasked Estep 
Score: -23280924.000000 Penalty: 6128.010254
	Iteration 26Q: 3 clusters Score -2.328092e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 229806 members 
Entering Unmasked Estep 
Score: -23280944.000000 Penalty: 6128.010254
	Iteration 27Q: 3 clusters Score -2.328094e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 229829 members 
Entering Unmasked Estep 
Score: -23280920.000000 Penalty: 6128.010254
	Iteration 28Q: 3 clusters Score -2.328092e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 229859 members 
Entering Unmasked Estep 
Score: -23280948.000000 Penalty: 6128.010254
	Iteration 29Q: 3 clusters Score -2.328095e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 229890 members 
Entering Unmasked Estep 
Score: -23280940.000000 Penalty: 6128.010254
	Iteration 30Q: 3 clusters Score -2.328094e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 229914 members 
Entering Unmasked Estep 
Score: -23280964.000000 Penalty: 6128.010254
	Iteration 31Q: 3 clusters Score -2.328096e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 229941 members 
Entering Unmasked Estep 
Score: -23280956.000000 Penalty: 6128.010254
	Iteration 32Q: 3 clusters Score -2.328096e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 229962 members 
Entering Unmasked Estep 
Score: -23280966.000000 Penalty: 6128.010254
	Iteration 33Q: 3 clusters Score -2.328097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 229981 members 
Entering Unmasked Estep 
Score: -23280954.000000 Penalty: 6128.010254
	Iteration 34Q: 3 clusters Score -2.328095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 229995 members 
Entering Unmasked Estep 
Score: -23280960.000000 Penalty: 6128.010254
	Iteration 35Q: 3 clusters Score -2.328096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 230010 members 
Entering Unmasked Estep 
Score: -23280980.000000 Penalty: 6128.010254
	Iteration 36Q: 3 clusters Score -2.328098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 230019 members 
Entering Unmasked Estep 
Score: -23280990.000000 Penalty: 6128.010254
	Iteration 37Q: 3 clusters Score -2.328099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 230029 members 
Entering Unmasked Estep 
Score: -23280994.000000 Penalty: 6128.010254
	Iteration 38Q: 3 clusters Score -2.328099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 230037 members 
Entering Unmasked Estep 
Score: -23280998.000000 Penalty: 6128.010254
	Iteration 39Q: 3 clusters Score -2.3281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 230041 members 
Entering Unmasked Estep 
Score: -23281018.000000 Penalty: 6128.010254
	Iteration 40F: 3 clusters Score -2.328102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 230046 members 
Entering Unmasked Estep 
Score: -23281010.000000 Penalty: 6128.010254
	Iteration 41Q: 3 clusters Score -2.328101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 230052 members 
Entering Unmasked Estep 
Score: -23281010.000000 Penalty: 6128.010254
	Iteration 42Q: 3 clusters Score -2.328101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 230061 members 
Entering Unmasked Estep 
Score: -23281012.000000 Penalty: 6128.010254
	Iteration 43Q: 3 clusters Score -2.328101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 230067 members 
Entering Unmasked Estep 
Score: -23281034.000000 Penalty: 6128.010254
	Iteration 44Q: 3 clusters Score -2.328103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 230071 members 
Entering Unmasked Estep 
Score: -23281032.000000 Penalty: 6128.010254
	Iteration 45Q: 3 clusters Score -2.328103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 230074 members 
Entering Unmasked Estep 
Score: -23281024.000000 Penalty: 6128.010254
	Iteration 46Q: 3 clusters Score -2.328102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 230074 members 
Entering Unmasked Estep 
Score: -23281032.000000 Penalty: 6128.010254
	Iteration 47Q: 3 clusters Score -2.328103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 230074 members 
Entering Unmasked Estep 
Score: -23281032.000000 Penalty: 6128.010254
	Iteration 48F: 3 clusters Score -2.328103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Entering Unmasked Estep 
Score: -3547893.000000 Penalty: 2620.603271
	Iteration 0F: 2 clusters Score -3547893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3521586.750000 Penalty: 5241.206543
	Iteration 0F: 3 clusters Score -3521587 nChanged 17750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3531853.250000 Penalty: 5241.206543
	Iteration 1F: 3 clusters Score -3531853 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3532873.000000 Penalty: 5241.206543
	Iteration 2F: 3 clusters Score -3532873 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3534014.250000 Penalty: 5241.206543
	Iteration 3F: 3 clusters Score -3534014 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3535364.250000 Penalty: 5241.206543
	Iteration 4F: 3 clusters Score -3535364 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3536918.250000 Penalty: 5241.206543
	Iteration 5F: 3 clusters Score -3536918 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -3538683.500000 Penalty: 5241.206543
	Iteration 6F: 3 clusters Score -3538684 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3540376.750000 Penalty: 5241.206543
	Iteration 7F: 3 clusters Score -3540377 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3541807.500000 Penalty: 5241.206543
	Iteration 8Q: 3 clusters Score -3541808 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3542765.000000 Penalty: 5241.206543
	Iteration 9Q: 3 clusters Score -3542765 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3543415.750000 Penalty: 5241.206543
	Iteration 10Q: 3 clusters Score -3543416 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3543904.500000 Penalty: 5241.206543
	Iteration 11Q: 3 clusters Score -3543904 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -3544270.750000 Penalty: 5241.206543
	Iteration 12Q: 3 clusters Score -3544271 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3544606.500000 Penalty: 5241.206543
	Iteration 13Q: 3 clusters Score -3544606 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3544897.250000 Penalty: 5241.206543
	Iteration 14Q: 3 clusters Score -3544897 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3545114.750000 Penalty: 5241.206543
	Iteration 15Q: 3 clusters Score -3545115 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3545314.000000 Penalty: 5241.206543
	Iteration 16Q: 3 clusters Score -3545314 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3545472.000000 Penalty: 5241.206543
	Iteration 17Q: 3 clusters Score -3545472 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3545599.500000 Penalty: 5241.206543
	Iteration 18Q: 3 clusters Score -3545600 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3545668.250000 Penalty: 5241.206543
	Iteration 19Q: 3 clusters Score -3545668 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3545721.250000 Penalty: 5241.206543
	Iteration 20F: 3 clusters Score -3545721 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3545755.500000 Penalty: 5241.206543
	Iteration 21Q: 3 clusters Score -3545756 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3545793.750000 Penalty: 5241.206543
	Iteration 22Q: 3 clusters Score -3545794 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3545840.250000 Penalty: 5241.206543
	Iteration 23Q: 3 clusters Score -3545840 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3545870.750000 Penalty: 5241.206543
	Iteration 24Q: 3 clusters Score -3545871 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3545900.000000 Penalty: 5241.206543
	Iteration 25Q: 3 clusters Score -3545900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3545921.250000 Penalty: 5241.206543
	Iteration 26Q: 3 clusters Score -3545921 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3545934.250000 Penalty: 5241.206543
	Iteration 27Q: 3 clusters Score -3545934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3545947.750000 Penalty: 5241.206543
	Iteration 28Q: 3 clusters Score -3545948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3545971.750000 Penalty: 5241.206543
	Iteration 29Q: 3 clusters Score -3545972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3545998.750000 Penalty: 5241.206543
	Iteration 30Q: 3 clusters Score -3545999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3546016.000000 Penalty: 5241.206543
	Iteration 31Q: 3 clusters Score -3546016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3546033.500000 Penalty: 5241.206543
	Iteration 32Q: 3 clusters Score -3546034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3546048.750000 Penalty: 5241.206543
	Iteration 33Q: 3 clusters Score -3546049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3546057.500000 Penalty: 5241.206543
	Iteration 34Q: 3 clusters Score -3546058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3546060.000000 Penalty: 5241.206543
	Iteration 35Q: 3 clusters Score -3546060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3546075.000000 Penalty: 5241.206543
	Iteration 36Q: 3 clusters Score -3546075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3546082.500000 Penalty: 5241.206543
	Iteration 37Q: 3 clusters Score -3546082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3546088.000000 Penalty: 5241.206543
	Iteration 38Q: 3 clusters Score -3546088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3546089.500000 Penalty: 5241.206543
	Iteration 39Q: 3 clusters Score -3546090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3546092.000000 Penalty: 5241.206543
	Iteration 40F: 3 clusters Score -3546092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3546089.500000 Penalty: 5241.206543
	Iteration 41Q: 3 clusters Score -3546090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3546089.500000 Penalty: 5241.206543
	Iteration 42F: 3 clusters Score -3546090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Entering Unmasked Estep 
Score: -711179.812500 Penalty: 2236.516113
	Iteration 0F: 2 clusters Score -711179.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -704741.687500 Penalty: 4473.032227
	Iteration 0F: 3 clusters Score -704741.7 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -706944.312500 Penalty: 4473.032227
	Iteration 1F: 3 clusters Score -706944.3 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -707692.312500 Penalty: 4473.032227
	Iteration 2F: 3 clusters Score -707692.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -708337.812500 Penalty: 4473.032227
	Iteration 3F: 3 clusters Score -708337.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -708874.125000 Penalty: 4473.032227
	Iteration 4F: 3 clusters Score -708874.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -709307.437500 Penalty: 4473.032227
	Iteration 5F: 3 clusters Score -709307.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -709607.437500 Penalty: 4473.032227
	Iteration 6F: 3 clusters Score -709607.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -709765.000000 Penalty: 4473.032227
	Iteration 7Q: 3 clusters Score -709765 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -709881.687500 Penalty: 4473.032227
	Iteration 8Q: 3 clusters Score -709881.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -709961.875000 Penalty: 4473.032227
	Iteration 9Q: 3 clusters Score -709961.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -710023.937500 Penalty: 4473.032227
	Iteration 10Q: 3 clusters Score -710023.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -710065.500000 Penalty: 4473.032227
	Iteration 11Q: 3 clusters Score -710065.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -710110.125000 Penalty: 4473.032227
	Iteration 12Q: 3 clusters Score -710110.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -710153.625000 Penalty: 4473.032227
	Iteration 13Q: 3 clusters Score -710153.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -710183.812500 Penalty: 4473.032227
	Iteration 14Q: 3 clusters Score -710183.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -710207.312500 Penalty: 4473.032227
	Iteration 15Q: 3 clusters Score -710207.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -710237.125000 Penalty: 4473.032227
	Iteration 16Q: 3 clusters Score -710237.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -710260.562500 Penalty: 4473.032227
	Iteration 17Q: 3 clusters Score -710260.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -710280.625000 Penalty: 4473.032227
	Iteration 18Q: 3 clusters Score -710280.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -710299.187500 Penalty: 4473.032227
	Iteration 19Q: 3 clusters Score -710299.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -710317.000000 Penalty: 4473.032227
	Iteration 20F: 3 clusters Score -710317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -710338.875000 Penalty: 4473.032227
	Iteration 21Q: 3 clusters Score -710338.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -710373.625000 Penalty: 4473.032227
	Iteration 22Q: 3 clusters Score -710373.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -710407.250000 Penalty: 4473.032227
	Iteration 23Q: 3 clusters Score -710407.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -710437.125000 Penalty: 4473.032227
	Iteration 24Q: 3 clusters Score -710437.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -710470.500000 Penalty: 4473.032227
	Iteration 25Q: 3 clusters Score -710470.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -710497.375000 Penalty: 4473.032227
	Iteration 26Q: 3 clusters Score -710497.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -710526.812500 Penalty: 4473.032227
	Iteration 27Q: 3 clusters Score -710526.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -710567.812500 Penalty: 4473.032227
	Iteration 28Q: 3 clusters Score -710567.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -710608.687500 Penalty: 4473.032227
	Iteration 29Q: 3 clusters Score -710608.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -710632.812500 Penalty: 4473.032227
	Iteration 30Q: 3 clusters Score -710632.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -710654.687500 Penalty: 4473.032227
	Iteration 31Q: 3 clusters Score -710654.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -710684.937500 Penalty: 4473.032227
	Iteration 32Q: 3 clusters Score -710684.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -710713.250000 Penalty: 4473.032227
	Iteration 33Q: 3 clusters Score -710713.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -710741.187500 Penalty: 4473.032227
	Iteration 34Q: 3 clusters Score -710741.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -710770.687500 Penalty: 4473.032227
	Iteration 35Q: 3 clusters Score -710770.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -710801.812500 Penalty: 4473.032227
	Iteration 36Q: 3 clusters Score -710801.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -710832.562500 Penalty: 4473.032227
	Iteration 37Q: 3 clusters Score -710832.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -710862.312500 Penalty: 4473.032227
	Iteration 38Q: 3 clusters Score -710862.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -710889.000000 Penalty: 4473.032227
	Iteration 39Q: 3 clusters Score -710889 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -710912.937500 Penalty: 4473.032227
	Iteration 40F: 3 clusters Score -710912.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -710940.125000 Penalty: 4473.032227
	Iteration 41Q: 3 clusters Score -710940.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -710962.187500 Penalty: 4473.032227
	Iteration 42Q: 3 clusters Score -710962.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -710979.687500 Penalty: 4473.032227
	Iteration 43Q: 3 clusters Score -710979.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -710990.562500 Penalty: 4473.032227
	Iteration 44Q: 3 clusters Score -710990.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -711000.812500 Penalty: 4473.032227
	Iteration 45Q: 3 clusters Score -711000.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -711008.500000 Penalty: 4473.032227
	Iteration 46Q: 3 clusters Score -711008.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -711023.562500 Penalty: 4473.032227
	Iteration 47Q: 3 clusters Score -711023.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -711034.937500 Penalty: 4473.032227
	Iteration 48Q: 3 clusters Score -711034.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -711044.562500 Penalty: 4473.032227
	Iteration 49Q: 3 clusters Score -711044.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -711053.875000 Penalty: 4473.032227
	Iteration 50Q: 3 clusters Score -711053.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -711057.750000 Penalty: 4473.032227
	Iteration 51Q: 3 clusters Score -711057.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -711060.562500 Penalty: 4473.032227
	Iteration 52Q: 3 clusters Score -711060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -711061.812500 Penalty: 4473.032227
	Iteration 53Q: 3 clusters Score -711061.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -711062.250000 Penalty: 4473.032227
	Iteration 54Q: 3 clusters Score -711062.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -711065.625000 Penalty: 4473.032227
	Iteration 55Q: 3 clusters Score -711065.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -711069.500000 Penalty: 4473.032227
	Iteration 56Q: 3 clusters Score -711069.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -711069.687500 Penalty: 4473.032227
	Iteration 57Q: 3 clusters Score -711069.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -711074.000000 Penalty: 4473.032227
	Iteration 58Q: 3 clusters Score -711074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -711076.875000 Penalty: 4473.032227
	Iteration 59Q: 3 clusters Score -711076.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -711081.062500 Penalty: 4473.032227
	Iteration 60F: 3 clusters Score -711081.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -711083.250000 Penalty: 4473.032227
	Iteration 61Q: 3 clusters Score -711083.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -711088.125000 Penalty: 4473.032227
	Iteration 62Q: 3 clusters Score -711088.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -711088.500000 Penalty: 4473.032227
	Iteration 63Q: 3 clusters Score -711088.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -711088.000000 Penalty: 4473.032227
	Iteration 64Q: 3 clusters Score -711088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -711088.375000 Penalty: 4473.032227
	Iteration 65Q: 3 clusters Score -711088.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -711089.250000 Penalty: 4473.032227
	Iteration 66Q: 3 clusters Score -711089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -711089.375000 Penalty: 4473.032227
	Iteration 67Q: 3 clusters Score -711089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -711088.375000 Penalty: 4473.032227
	Iteration 68Q: 3 clusters Score -711088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -711088.375000 Penalty: 4473.032227
	Iteration 69F: 3 clusters Score -711088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (183565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183565 members 
Entering Unmasked Estep 
Score: -18459708.000000 Penalty: 3005.840332
	Iteration 0F: 2 clusters Score -1.845971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91681 members 
Mstep: Class 2 contains 91884 members 
Entering Unmasked Estep 
Score: -18337056.000000 Penalty: 6011.680664
	Iteration 0F: 3 clusters Score -1.833706e+07 nChanged 88461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91358 members 
Mstep: Class 2 contains 92207 members 
Entering Unmasked Estep 
Score: -18389254.000000 Penalty: 6011.680664
	Iteration 1F: 3 clusters Score -1.838925e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91007 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -18390706.000000 Penalty: 6011.680664
	Iteration 2Q: 3 clusters Score -1.839071e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90296 members 
Mstep: Class 2 contains 93269 members 
Entering Unmasked Estep 
Score: -18392452.000000 Penalty: 6011.680664
	Iteration 3Q: 3 clusters Score -1.839245e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89170 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -18394258.000000 Penalty: 6011.680664
	Iteration 4Q: 3 clusters Score -1.839426e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 96209 members 
Entering Unmasked Estep 
Score: -18396856.000000 Penalty: 6011.680664
	Iteration 5Q: 3 clusters Score -1.839686e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -18400198.000000 Penalty: 6011.680664
	Iteration 6Q: 3 clusters Score -1.84002e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Mstep: Class 2 contains 103859 members 
Entering Unmasked Estep 
Score: -18404856.000000 Penalty: 6011.680664
	Iteration 7Q: 3 clusters Score -1.840486e+07 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73607 members 
Mstep: Class 2 contains 109958 members 
Entering Unmasked Estep 
Score: -18411238.000000 Penalty: 6011.680664
	Iteration 8F: 3 clusters Score -1.841124e+07 nChanged 11146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 117134 members 
Entering Unmasked Estep 
Score: -18419654.000000 Penalty: 6011.680664
	Iteration 9F: 3 clusters Score -1.841965e+07 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Mstep: Class 2 contains 123835 members 
Entering Unmasked Estep 
Score: -18427122.000000 Penalty: 6011.680664
	Iteration 10F: 3 clusters Score -1.842712e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 129216 members 
Entering Unmasked Estep 
Score: -18432288.000000 Penalty: 6011.680664
	Iteration 11Q: 3 clusters Score -1.843229e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 133434 members 
Entering Unmasked Estep 
Score: -18435208.000000 Penalty: 6011.680664
	Iteration 12Q: 3 clusters Score -1.843521e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 137041 members 
Entering Unmasked Estep 
Score: -18437056.000000 Penalty: 6011.680664
	Iteration 13Q: 3 clusters Score -1.843706e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 140413 members 
Entering Unmasked Estep 
Score: -18438564.000000 Penalty: 6011.680664
	Iteration 14Q: 3 clusters Score -1.843856e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 143628 members 
Entering Unmasked Estep 
Score: -18440024.000000 Penalty: 6011.680664
	Iteration 15Q: 3 clusters Score -1.844002e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 146802 members 
Entering Unmasked Estep 
Score: -18441262.000000 Penalty: 6011.680664
	Iteration 16Q: 3 clusters Score -1.844126e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 149931 members 
Entering Unmasked Estep 
Score: -18442520.000000 Penalty: 6011.680664
	Iteration 17Q: 3 clusters Score -1.844252e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 153021 members 
Entering Unmasked Estep 
Score: -18443730.000000 Penalty: 6011.680664
	Iteration 18Q: 3 clusters Score -1.844373e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 155938 members 
Entering Unmasked Estep 
Score: -18444950.000000 Penalty: 6011.680664
	Iteration 19Q: 3 clusters Score -1.844495e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 158738 members 
Entering Unmasked Estep 
Score: -18446204.000000 Penalty: 6011.680664
	Iteration 20F: 3 clusters Score -1.84462e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 161451 members 
Entering Unmasked Estep 
Score: -18447406.000000 Penalty: 6011.680664
	Iteration 21Q: 3 clusters Score -1.844741e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 164063 members 
Entering Unmasked Estep 
Score: -18448592.000000 Penalty: 6011.680664
	Iteration 22Q: 3 clusters Score -1.844859e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 166479 members 
Entering Unmasked Estep 
Score: -18449728.000000 Penalty: 6011.680664
	Iteration 23Q: 3 clusters Score -1.844973e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 168654 members 
Entering Unmasked Estep 
Score: -18450770.000000 Penalty: 6011.680664
	Iteration 24Q: 3 clusters Score -1.845077e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 170676 members 
Entering Unmasked Estep 
Score: -18451590.000000 Penalty: 6011.680664
	Iteration 25Q: 3 clusters Score -1.845159e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 172466 members 
Entering Unmasked Estep 
Score: -18452362.000000 Penalty: 6011.680664
	Iteration 26Q: 3 clusters Score -1.845236e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 174118 members 
Entering Unmasked Estep 
Score: -18453130.000000 Penalty: 6011.680664
	Iteration 27Q: 3 clusters Score -1.845313e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 175539 members 
Entering Unmasked Estep 
Score: -18453834.000000 Penalty: 6011.680664
	Iteration 28Q: 3 clusters Score -1.845383e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 176734 members 
Entering Unmasked Estep 
Score: -18454398.000000 Penalty: 6011.680664
	Iteration 29Q: 3 clusters Score -1.84544e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 177785 members 
Entering Unmasked Estep 
Score: -18454882.000000 Penalty: 6011.680664
	Iteration 30Q: 3 clusters Score -1.845488e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 178674 members 
Entering Unmasked Estep 
Score: -18455360.000000 Penalty: 6011.680664
	Iteration 31Q: 3 clusters Score -1.845536e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 179436 members 
Entering Unmasked Estep 
Score: -18455744.000000 Penalty: 6011.680664
	Iteration 32Q: 3 clusters Score -1.845574e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 180060 members 
Entering Unmasked Estep 
Score: -18455970.000000 Penalty: 6011.680664
	Iteration 33Q: 3 clusters Score -1.845597e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 180522 members 
Entering Unmasked Estep 
Score: -18456184.000000 Penalty: 6011.680664
	Iteration 34Q: 3 clusters Score -1.845618e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 180899 members 
Entering Unmasked Estep 
Score: -18456360.000000 Penalty: 6011.680664
	Iteration 35Q: 3 clusters Score -1.845636e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 181211 members 
Entering Unmasked Estep 
Score: -18456470.000000 Penalty: 6011.680664
	Iteration 36Q: 3 clusters Score -1.845647e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 181457 members 
Entering Unmasked Estep 
Score: -18456554.000000 Penalty: 6011.680664
	Iteration 37Q: 3 clusters Score -1.845655e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 181664 members 
Entering Unmasked Estep 
Score: -18456614.000000 Penalty: 6011.680664
	Iteration 38Q: 3 clusters Score -1.845661e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 181836 members 
Entering Unmasked Estep 
Score: -18456706.000000 Penalty: 6011.680664
	Iteration 39Q: 3 clusters Score -1.845671e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 181990 members 
Entering Unmasked Estep 
Score: -18456752.000000 Penalty: 6011.680664
	Iteration 40F: 3 clusters Score -1.845675e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 182107 members 
Entering Unmasked Estep 
Score: -18456810.000000 Penalty: 6011.680664
	Iteration 41Q: 3 clusters Score -1.845681e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 182216 members 
Entering Unmasked Estep 
Score: -18456852.000000 Penalty: 6011.680664
	Iteration 42Q: 3 clusters Score -1.845685e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 182294 members 
Entering Unmasked Estep 
Score: -18456884.000000 Penalty: 6011.680664
	Iteration 43Q: 3 clusters Score -1.845688e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 182351 members 
Entering Unmasked Estep 
Score: -18456928.000000 Penalty: 6011.680664
	Iteration 44Q: 3 clusters Score -1.845693e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 182398 members 
Entering Unmasked Estep 
Score: -18456946.000000 Penalty: 6011.680664
	Iteration 45Q: 3 clusters Score -1.845695e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 182432 members 
Entering Unmasked Estep 
Score: -18456952.000000 Penalty: 6011.680664
	Iteration 46Q: 3 clusters Score -1.845695e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 182469 members 
Entering Unmasked Estep 
Score: -18456958.000000 Penalty: 6011.680664
	Iteration 47Q: 3 clusters Score -1.845696e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 182501 members 
Entering Unmasked Estep 
Score: -18456978.000000 Penalty: 6011.680664
	Iteration 48Q: 3 clusters Score -1.845698e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 182537 members 
Entering Unmasked Estep 
Score: -18456998.000000 Penalty: 6011.680664
	Iteration 49Q: 3 clusters Score -1.8457e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 182570 members 
Entering Unmasked Estep 
Score: -18457012.000000 Penalty: 6011.680664
	Iteration 50Q: 3 clusters Score -1.845701e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 182601 members 
Entering Unmasked Estep 
Score: -18457030.000000 Penalty: 6011.680664
	Iteration 51Q: 3 clusters Score -1.845703e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 182630 members 
Entering Unmasked Estep 
Score: -18457056.000000 Penalty: 6011.680664
	Iteration 52Q: 3 clusters Score -1.845706e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 182650 members 
Entering Unmasked Estep 
Score: -18457070.000000 Penalty: 6011.680664
	Iteration 53Q: 3 clusters Score -1.845707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 182666 members 
Entering Unmasked Estep 
Score: -18457076.000000 Penalty: 6011.680664
	Iteration 54Q: 3 clusters Score -1.845708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 182672 members 
Entering Unmasked Estep 
Score: -18457078.000000 Penalty: 6011.680664
	Iteration 55Q: 3 clusters Score -1.845708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 182679 members 
Entering Unmasked Estep 
Score: -18457088.000000 Penalty: 6011.680664
	Iteration 56Q: 3 clusters Score -1.845709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 182688 members 
Entering Unmasked Estep 
Score: -18457102.000000 Penalty: 6011.680664
	Iteration 57Q: 3 clusters Score -1.84571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 182696 members 
Entering Unmasked Estep 
Score: -18457100.000000 Penalty: 6011.680664
	Iteration 58Q: 3 clusters Score -1.84571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 182710 members 
Entering Unmasked Estep 
Score: -18457108.000000 Penalty: 6011.680664
	Iteration 59Q: 3 clusters Score -1.845711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 182715 members 
Entering Unmasked Estep 
Score: -18457116.000000 Penalty: 6011.680664
	Iteration 60F: 3 clusters Score -1.845712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 182721 members 
Entering Unmasked Estep 
Score: -18457118.000000 Penalty: 6011.680664
	Iteration 61Q: 3 clusters Score -1.845712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 182727 members 
Entering Unmasked Estep 
Score: -18457110.000000 Penalty: 6011.680664
	Iteration 62Q: 3 clusters Score -1.845711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 182734 members 
Entering Unmasked Estep 
Score: -18457110.000000 Penalty: 6011.680664
	Iteration 63Q: 3 clusters Score -1.845711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 182736 members 
Entering Unmasked Estep 
Score: -18457110.000000 Penalty: 6011.680664
	Iteration 64Q: 3 clusters Score -1.845711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 182739 members 
Entering Unmasked Estep 
Score: -18457112.000000 Penalty: 6011.680664
	Iteration 65Q: 3 clusters Score -1.845711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 182741 members 
Entering Unmasked Estep 
Score: -18457114.000000 Penalty: 6011.680664
	Iteration 66Q: 3 clusters Score -1.845711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 182741 members 
Entering Unmasked Estep 
Score: -18457114.000000 Penalty: 6011.680664
	Iteration 67F: 3 clusters Score -1.845711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Entering Unmasked Estep 
Score: -1530853.000000 Penalty: 2398.326660
	Iteration 0F: 2 clusters Score -1530853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1519361.875000 Penalty: 4796.653320
	Iteration 0F: 3 clusters Score -1519362 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1523241.625000 Penalty: 4796.653320
	Iteration 1F: 3 clusters Score -1523242 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1523760.875000 Penalty: 4796.653320
	Iteration 2F: 3 clusters Score -1523761 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1524309.625000 Penalty: 4796.653320
	Iteration 3F: 3 clusters Score -1524310 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1524931.125000 Penalty: 4796.653320
	Iteration 4F: 3 clusters Score -1524931 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1525628.000000 Penalty: 4796.653320
	Iteration 5F: 3 clusters Score -1525628 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1526398.250000 Penalty: 4796.653320
	Iteration 6F: 3 clusters Score -1526398 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1527221.125000 Penalty: 4796.653320
	Iteration 7F: 3 clusters Score -1527221 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1528019.125000 Penalty: 4796.653320
	Iteration 8F: 3 clusters Score -1528019 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1528667.500000 Penalty: 4796.653320
	Iteration 9F: 3 clusters Score -1528668 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1529119.750000 Penalty: 4796.653320
	Iteration 10Q: 3 clusters Score -1529120 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1529408.500000 Penalty: 4796.653320
	Iteration 11Q: 3 clusters Score -1529408 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1529576.000000 Penalty: 4796.653320
	Iteration 12Q: 3 clusters Score -1529576 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1529686.375000 Penalty: 4796.653320
	Iteration 13Q: 3 clusters Score -1529686 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1529767.750000 Penalty: 4796.653320
	Iteration 14Q: 3 clusters Score -1529768 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1529818.375000 Penalty: 4796.653320
	Iteration 15Q: 3 clusters Score -1529818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1529855.750000 Penalty: 4796.653320
	Iteration 16Q: 3 clusters Score -1529856 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1529881.875000 Penalty: 4796.653320
	Iteration 17Q: 3 clusters Score -1529882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1529898.625000 Penalty: 4796.653320
	Iteration 18Q: 3 clusters Score -1529899 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1529914.125000 Penalty: 4796.653320
	Iteration 19Q: 3 clusters Score -1529914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1529924.750000 Penalty: 4796.653320
	Iteration 20F: 3 clusters Score -1529925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1529940.875000 Penalty: 4796.653320
	Iteration 21Q: 3 clusters Score -1529941 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1529952.000000 Penalty: 4796.653320
	Iteration 22Q: 3 clusters Score -1529952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1529959.625000 Penalty: 4796.653320
	Iteration 23Q: 3 clusters Score -1529960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1529965.500000 Penalty: 4796.653320
	Iteration 24Q: 3 clusters Score -1529966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1529974.250000 Penalty: 4796.653320
	Iteration 25Q: 3 clusters Score -1529974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1529980.250000 Penalty: 4796.653320
	Iteration 26Q: 3 clusters Score -1529980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1529982.125000 Penalty: 4796.653320
	Iteration 27Q: 3 clusters Score -1529982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1529989.750000 Penalty: 4796.653320
	Iteration 28Q: 3 clusters Score -1529990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1529991.000000 Penalty: 4796.653320
	Iteration 29Q: 3 clusters Score -1529991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1529992.500000 Penalty: 4796.653320
	Iteration 30Q: 3 clusters Score -1529992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1529996.250000 Penalty: 4796.653320
	Iteration 31Q: 3 clusters Score -1529996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1529997.500000 Penalty: 4796.653320
	Iteration 32Q: 3 clusters Score -1529998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1529997.000000 Penalty: 4796.653320
	Iteration 33Q: 3 clusters Score -1529997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1529997.375000 Penalty: 4796.653320
	Iteration 34Q: 3 clusters Score -1529997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1529998.875000 Penalty: 4796.653320
	Iteration 35Q: 3 clusters Score -1529999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1529999.000000 Penalty: 4796.653320
	Iteration 36Q: 3 clusters Score -1529999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1530005.375000 Penalty: 4796.653320
	Iteration 37Q: 3 clusters Score -1530005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1530005.250000 Penalty: 4796.653320
	Iteration 38Q: 3 clusters Score -1530005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1530002.500000 Penalty: 4796.653320
	Iteration 39Q: 3 clusters Score -1530002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1530003.000000 Penalty: 4796.653320
	Iteration 40F: 3 clusters Score -1530003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1530006.500000 Penalty: 4796.653320
	Iteration 41Q: 3 clusters Score -1530006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1530006.125000 Penalty: 4796.653320
	Iteration 42Q: 3 clusters Score -1530006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1530006.625000 Penalty: 4796.653320
	Iteration 43Q: 3 clusters Score -1530007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1530006.625000 Penalty: 4796.653320
	Iteration 44F: 3 clusters Score -1530007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (241026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241026 members 
Entering Unmasked Estep 
Score: -24228304.000000 Penalty: 3073.379639
	Iteration 0F: 2 clusters Score -2.42283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120504 members 
Mstep: Class 2 contains 120522 members 
Entering Unmasked Estep 
Score: -24070702.000000 Penalty: 6146.759277
	Iteration 0F: 3 clusters Score -2.40707e+07 nChanged 116180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119424 members 
Mstep: Class 2 contains 121602 members 
Entering Unmasked Estep 
Score: -24138334.000000 Penalty: 6146.759277
	Iteration 1F: 3 clusters Score -2.413833e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118453 members 
Mstep: Class 2 contains 122573 members 
Entering Unmasked Estep 
Score: -24139340.000000 Penalty: 6146.759277
	Iteration 2Q: 3 clusters Score -2.413934e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116841 members 
Mstep: Class 2 contains 124185 members 
Entering Unmasked Estep 
Score: -24140668.000000 Penalty: 6146.759277
	Iteration 3Q: 3 clusters Score -2.414067e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114193 members 
Mstep: Class 2 contains 126833 members 
Entering Unmasked Estep 
Score: -24142260.000000 Penalty: 6146.759277
	Iteration 4Q: 3 clusters Score -2.414226e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109985 members 
Mstep: Class 2 contains 131041 members 
Entering Unmasked Estep 
Score: -24144402.000000 Penalty: 6146.759277
	Iteration 5Q: 3 clusters Score -2.41444e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103439 members 
Mstep: Class 2 contains 137587 members 
Entering Unmasked Estep 
Score: -24148086.000000 Penalty: 6146.759277
	Iteration 6Q: 3 clusters Score -2.414809e+07 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93818 members 
Mstep: Class 2 contains 147208 members 
Entering Unmasked Estep 
Score: -24153902.000000 Penalty: 6146.759277
	Iteration 7F: 3 clusters Score -2.41539e+07 nChanged 14931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80983 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -24161902.000000 Penalty: 6146.759277
	Iteration 8F: 3 clusters Score -2.41619e+07 nChanged 17219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 176088 members 
Entering Unmasked Estep 
Score: -24173424.000000 Penalty: 6146.759277
	Iteration 9F: 3 clusters Score -2.417342e+07 nChanged 17888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 193628 members 
Entering Unmasked Estep 
Score: -24186184.000000 Penalty: 6146.759277
	Iteration 10F: 3 clusters Score -2.418618e+07 nChanged 16804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 210384 members 
Entering Unmasked Estep 
Score: -24199124.000000 Penalty: 6146.759277
	Iteration 11F: 3 clusters Score -2.419912e+07 nChanged 13409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 223789 members 
Entering Unmasked Estep 
Score: -24210756.000000 Penalty: 6146.759277
	Iteration 12F: 3 clusters Score -2.421076e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 232516 members 
Entering Unmasked Estep 
Score: -24218782.000000 Penalty: 6146.759277
	Iteration 13Q: 3 clusters Score -2.421878e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 236911 members 
Entering Unmasked Estep 
Score: -24223404.000000 Penalty: 6146.759277
	Iteration 14Q: 3 clusters Score -2.42234e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 238356 members 
Entering Unmasked Estep 
Score: -24225232.000000 Penalty: 6146.759277
	Iteration 15Q: 3 clusters Score -2.422523e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 238692 members 
Entering Unmasked Estep 
Score: -24225816.000000 Penalty: 6146.759277
	Iteration 16Q: 3 clusters Score -2.422582e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 238814 members 
Entering Unmasked Estep 
Score: -24226076.000000 Penalty: 6146.759277
	Iteration 17Q: 3 clusters Score -2.422608e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 238890 members 
Entering Unmasked Estep 
Score: -24226188.000000 Penalty: 6146.759277
	Iteration 18Q: 3 clusters Score -2.422619e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 238915 members 
Entering Unmasked Estep 
Score: -24226234.000000 Penalty: 6146.759277
	Iteration 19Q: 3 clusters Score -2.422623e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 238942 members 
Entering Unmasked Estep 
Score: -24226252.000000 Penalty: 6146.759277
	Iteration 20F: 3 clusters Score -2.422625e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 238967 members 
Entering Unmasked Estep 
Score: -24226246.000000 Penalty: 6146.759277
	Iteration 21Q: 3 clusters Score -2.422625e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 238991 members 
Entering Unmasked Estep 
Score: -24226244.000000 Penalty: 6146.759277
	Iteration 22Q: 3 clusters Score -2.422624e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 239015 members 
Entering Unmasked Estep 
Score: -24226290.000000 Penalty: 6146.759277
	Iteration 23Q: 3 clusters Score -2.422629e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 239031 members 
Entering Unmasked Estep 
Score: -24226288.000000 Penalty: 6146.759277
	Iteration 24Q: 3 clusters Score -2.422629e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 239055 members 
Entering Unmasked Estep 
Score: -24226274.000000 Penalty: 6146.759277
	Iteration 25Q: 3 clusters Score -2.422627e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 239068 members 
Entering Unmasked Estep 
Score: -24226270.000000 Penalty: 6146.759277
	Iteration 26Q: 3 clusters Score -2.422627e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 239079 members 
Entering Unmasked Estep 
Score: -24226280.000000 Penalty: 6146.759277
	Iteration 27Q: 3 clusters Score -2.422628e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 239095 members 
Entering Unmasked Estep 
Score: -24226282.000000 Penalty: 6146.759277
	Iteration 28Q: 3 clusters Score -2.422628e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 239104 members 
Entering Unmasked Estep 
Score: -24226274.000000 Penalty: 6146.759277
	Iteration 29Q: 3 clusters Score -2.422627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 239117 members 
Entering Unmasked Estep 
Score: -24226288.000000 Penalty: 6146.759277
	Iteration 30Q: 3 clusters Score -2.422629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 239128 members 
Entering Unmasked Estep 
Score: -24226308.000000 Penalty: 6146.759277
	Iteration 31Q: 3 clusters Score -2.422631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 239130 members 
Entering Unmasked Estep 
Score: -24226286.000000 Penalty: 6146.759277
	Iteration 32Q: 3 clusters Score -2.422629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 239132 members 
Entering Unmasked Estep 
Score: -24226268.000000 Penalty: 6146.759277
	Iteration 33Q: 3 clusters Score -2.422627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 239135 members 
Entering Unmasked Estep 
Score: -24226276.000000 Penalty: 6146.759277
	Iteration 34Q: 3 clusters Score -2.422628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 239140 members 
Entering Unmasked Estep 
Score: -24226260.000000 Penalty: 6146.759277
	Iteration 35Q: 3 clusters Score -2.422626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 239142 members 
Entering Unmasked Estep 
Score: -24226270.000000 Penalty: 6146.759277
	Iteration 36Q: 3 clusters Score -2.422627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 239144 members 
Entering Unmasked Estep 
Score: -24226280.000000 Penalty: 6146.759277
	Iteration 37Q: 3 clusters Score -2.422628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 239145 members 
Entering Unmasked Estep 
Score: -24226284.000000 Penalty: 6146.759277
	Iteration 38Q: 3 clusters Score -2.422628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 239146 members 
Entering Unmasked Estep 
Score: -24226272.000000 Penalty: 6146.759277
	Iteration 39Q: 3 clusters Score -2.422627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 239146 members 
Entering Unmasked Estep 
Score: -24226272.000000 Penalty: 6146.759277
	Iteration 40F: 3 clusters Score -2.422627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Entering Unmasked Estep 
Score: -1438320.750000 Penalty: 2379.185791
	Iteration 0F: 2 clusters Score -1438321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1427623.500000 Penalty: 4758.371582
	Iteration 0F: 3 clusters Score -1427624 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1431080.875000 Penalty: 4758.371582
	Iteration 1F: 3 clusters Score -1431081 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1431523.875000 Penalty: 4758.371582
	Iteration 2F: 3 clusters Score -1431524 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1431981.625000 Penalty: 4758.371582
	Iteration 3F: 3 clusters Score -1431982 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1432348.875000 Penalty: 4758.371582
	Iteration 4F: 3 clusters Score -1432349 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1432639.750000 Penalty: 4758.371582
	Iteration 5Q: 3 clusters Score -1432640 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1432927.750000 Penalty: 4758.371582
	Iteration 6Q: 3 clusters Score -1432928 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1433221.625000 Penalty: 4758.371582
	Iteration 7Q: 3 clusters Score -1433222 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1433503.875000 Penalty: 4758.371582
	Iteration 8Q: 3 clusters Score -1433504 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1433844.625000 Penalty: 4758.371582
	Iteration 9Q: 3 clusters Score -1433845 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1434247.500000 Penalty: 4758.371582
	Iteration 10Q: 3 clusters Score -1434248 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1434663.500000 Penalty: 4758.371582
	Iteration 11Q: 3 clusters Score -1434664 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1435038.875000 Penalty: 4758.371582
	Iteration 12Q: 3 clusters Score -1435039 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1435364.625000 Penalty: 4758.371582
	Iteration 13Q: 3 clusters Score -1435365 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1435632.625000 Penalty: 4758.371582
	Iteration 14Q: 3 clusters Score -1435633 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1435823.125000 Penalty: 4758.371582
	Iteration 15Q: 3 clusters Score -1435823 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1435964.875000 Penalty: 4758.371582
	Iteration 16Q: 3 clusters Score -1435965 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1436058.125000 Penalty: 4758.371582
	Iteration 17Q: 3 clusters Score -1436058 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1436142.750000 Penalty: 4758.371582
	Iteration 18Q: 3 clusters Score -1436143 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1436221.125000 Penalty: 4758.371582
	Iteration 19Q: 3 clusters Score -1436221 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1436309.875000 Penalty: 4758.371582
	Iteration 20F: 3 clusters Score -1436310 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1436384.500000 Penalty: 4758.371582
	Iteration 21Q: 3 clusters Score -1436384 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1436451.125000 Penalty: 4758.371582
	Iteration 22Q: 3 clusters Score -1436451 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1436510.250000 Penalty: 4758.371582
	Iteration 23Q: 3 clusters Score -1436510 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1436555.875000 Penalty: 4758.371582
	Iteration 24Q: 3 clusters Score -1436556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1436598.750000 Penalty: 4758.371582
	Iteration 25Q: 3 clusters Score -1436599 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1436634.750000 Penalty: 4758.371582
	Iteration 26Q: 3 clusters Score -1436635 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1436656.625000 Penalty: 4758.371582
	Iteration 27Q: 3 clusters Score -1436657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1436684.625000 Penalty: 4758.371582
	Iteration 28Q: 3 clusters Score -1436685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1436699.250000 Penalty: 4758.371582
	Iteration 29Q: 3 clusters Score -1436699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1436706.875000 Penalty: 4758.371582
	Iteration 30Q: 3 clusters Score -1436707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1436719.000000 Penalty: 4758.371582
	Iteration 31Q: 3 clusters Score -1436719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1436726.625000 Penalty: 4758.371582
	Iteration 32Q: 3 clusters Score -1436727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1436741.125000 Penalty: 4758.371582
	Iteration 33Q: 3 clusters Score -1436741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1436749.625000 Penalty: 4758.371582
	Iteration 34Q: 3 clusters Score -1436750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1436757.125000 Penalty: 4758.371582
	Iteration 35Q: 3 clusters Score -1436757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1436764.375000 Penalty: 4758.371582
	Iteration 36Q: 3 clusters Score -1436764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1436778.500000 Penalty: 4758.371582
	Iteration 37Q: 3 clusters Score -1436778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1436793.875000 Penalty: 4758.371582
	Iteration 38Q: 3 clusters Score -1436794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1436807.375000 Penalty: 4758.371582
	Iteration 39Q: 3 clusters Score -1436807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1436809.750000 Penalty: 4758.371582
	Iteration 40F: 3 clusters Score -1436810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1436820.000000 Penalty: 4758.371582
	Iteration 41Q: 3 clusters Score -1436820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1436823.375000 Penalty: 4758.371582
	Iteration 42Q: 3 clusters Score -1436823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1436829.125000 Penalty: 4758.371582
	Iteration 43Q: 3 clusters Score -1436829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1436832.375000 Penalty: 4758.371582
	Iteration 44Q: 3 clusters Score -1436832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1436838.875000 Penalty: 4758.371582
	Iteration 45Q: 3 clusters Score -1436839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1436842.500000 Penalty: 4758.371582
	Iteration 46Q: 3 clusters Score -1436842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1436846.000000 Penalty: 4758.371582
	Iteration 47Q: 3 clusters Score -1436846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1436846.500000 Penalty: 4758.371582
	Iteration 48Q: 3 clusters Score -1436846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1436849.125000 Penalty: 4758.371582
	Iteration 49Q: 3 clusters Score -1436849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1436852.500000 Penalty: 4758.371582
	Iteration 50Q: 3 clusters Score -1436852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1436856.125000 Penalty: 4758.371582
	Iteration 51Q: 3 clusters Score -1436856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1436857.625000 Penalty: 4758.371582
	Iteration 52Q: 3 clusters Score -1436858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1436860.750000 Penalty: 4758.371582
	Iteration 53Q: 3 clusters Score -1436861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1436863.375000 Penalty: 4758.371582
	Iteration 54Q: 3 clusters Score -1436863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1436863.750000 Penalty: 4758.371582
	Iteration 55Q: 3 clusters Score -1436864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1436863.625000 Penalty: 4758.371582
	Iteration 56Q: 3 clusters Score -1436864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1436864.250000 Penalty: 4758.371582
	Iteration 57Q: 3 clusters Score -1436864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1436864.250000 Penalty: 4758.371582
	Iteration 58F: 3 clusters Score -1436864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Entering Unmasked Estep 
Score: -2589184.000000 Penalty: 2513.508545
	Iteration 0F: 2 clusters Score -2589184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2571798.000000 Penalty: 5027.017090
	Iteration 0F: 3 clusters Score -2571798 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2577760.250000 Penalty: 5027.017090
	Iteration 1F: 3 clusters Score -2577760 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2578176.500000 Penalty: 5027.017090
	Iteration 2Q: 3 clusters Score -2578176 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2578583.750000 Penalty: 5027.017090
	Iteration 3Q: 3 clusters Score -2578584 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2578942.750000 Penalty: 5027.017090
	Iteration 4Q: 3 clusters Score -2578943 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2579331.500000 Penalty: 5027.017090
	Iteration 5Q: 3 clusters Score -2579332 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2579700.000000 Penalty: 5027.017090
	Iteration 6Q: 3 clusters Score -2579700 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2580078.500000 Penalty: 5027.017090
	Iteration 7Q: 3 clusters Score -2580078 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2580504.500000 Penalty: 5027.017090
	Iteration 8Q: 3 clusters Score -2580504 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2581040.000000 Penalty: 5027.017090
	Iteration 9Q: 3 clusters Score -2581040 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2581723.500000 Penalty: 5027.017090
	Iteration 10Q: 3 clusters Score -2581724 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2582504.500000 Penalty: 5027.017090
	Iteration 11Q: 3 clusters Score -2582504 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2583253.000000 Penalty: 5027.017090
	Iteration 12Q: 3 clusters Score -2583253 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2583827.250000 Penalty: 5027.017090
	Iteration 13Q: 3 clusters Score -2583827 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2584141.750000 Penalty: 5027.017090
	Iteration 14Q: 3 clusters Score -2584142 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2584325.500000 Penalty: 5027.017090
	Iteration 15Q: 3 clusters Score -2584326 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2584409.500000 Penalty: 5027.017090
	Iteration 16Q: 3 clusters Score -2584410 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2584471.250000 Penalty: 5027.017090
	Iteration 17Q: 3 clusters Score -2584471 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2584532.500000 Penalty: 5027.017090
	Iteration 18Q: 3 clusters Score -2584532 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2584583.500000 Penalty: 5027.017090
	Iteration 19Q: 3 clusters Score -2584584 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2584632.500000 Penalty: 5027.017090
	Iteration 20F: 3 clusters Score -2584632 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2584662.500000 Penalty: 5027.017090
	Iteration 21Q: 3 clusters Score -2584662 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2584705.750000 Penalty: 5027.017090
	Iteration 22Q: 3 clusters Score -2584706 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2584736.750000 Penalty: 5027.017090
	Iteration 23Q: 3 clusters Score -2584737 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2584761.250000 Penalty: 5027.017090
	Iteration 24Q: 3 clusters Score -2584761 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2584777.000000 Penalty: 5027.017090
	Iteration 25Q: 3 clusters Score -2584777 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2584782.000000 Penalty: 5027.017090
	Iteration 26Q: 3 clusters Score -2584782 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2584798.750000 Penalty: 5027.017090
	Iteration 27Q: 3 clusters Score -2584799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2584803.000000 Penalty: 5027.017090
	Iteration 28Q: 3 clusters Score -2584803 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2584816.750000 Penalty: 5027.017090
	Iteration 29Q: 3 clusters Score -2584817 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2584824.500000 Penalty: 5027.017090
	Iteration 30Q: 3 clusters Score -2584824 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2584849.750000 Penalty: 5027.017090
	Iteration 31Q: 3 clusters Score -2584850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2584857.000000 Penalty: 5027.017090
	Iteration 32Q: 3 clusters Score -2584857 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2584858.000000 Penalty: 5027.017090
	Iteration 33Q: 3 clusters Score -2584858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2584855.000000 Penalty: 5027.017090
	Iteration 34Q: 3 clusters Score -2584855 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2584854.750000 Penalty: 5027.017090
	Iteration 35Q: 3 clusters Score -2584855 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2584858.750000 Penalty: 5027.017090
	Iteration 36Q: 3 clusters Score -2584859 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2584863.000000 Penalty: 5027.017090
	Iteration 37Q: 3 clusters Score -2584863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2584865.000000 Penalty: 5027.017090
	Iteration 38Q: 3 clusters Score -2584865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2584869.500000 Penalty: 5027.017090
	Iteration 39Q: 3 clusters Score -2584870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2584870.000000 Penalty: 5027.017090
	Iteration 40F: 3 clusters Score -2584870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2584872.250000 Penalty: 5027.017090
	Iteration 41Q: 3 clusters Score -2584872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2584884.250000 Penalty: 5027.017090
	Iteration 42Q: 3 clusters Score -2584884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2584877.250000 Penalty: 5027.017090
	Iteration 43Q: 3 clusters Score -2584877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2584877.750000 Penalty: 5027.017090
	Iteration 44Q: 3 clusters Score -2584878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2584894.000000 Penalty: 5027.017090
	Iteration 45Q: 3 clusters Score -2584894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2584893.250000 Penalty: 5027.017090
	Iteration 46Q: 3 clusters Score -2584893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2584902.750000 Penalty: 5027.017090
	Iteration 47Q: 3 clusters Score -2584903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2584903.750000 Penalty: 5027.017090
	Iteration 48Q: 3 clusters Score -2584904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2584903.250000 Penalty: 5027.017090
	Iteration 49Q: 3 clusters Score -2584903 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2584902.500000 Penalty: 5027.017090
	Iteration 50Q: 3 clusters Score -2584902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2584898.750000 Penalty: 5027.017090
	Iteration 51Q: 3 clusters Score -2584899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2584909.250000 Penalty: 5027.017090
	Iteration 52Q: 3 clusters Score -2584909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2584906.250000 Penalty: 5027.017090
	Iteration 53Q: 3 clusters Score -2584906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2584912.250000 Penalty: 5027.017090
	Iteration 54Q: 3 clusters Score -2584912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2584909.750000 Penalty: 5027.017090
	Iteration 55Q: 3 clusters Score -2584910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2584916.500000 Penalty: 5027.017090
	Iteration 56Q: 3 clusters Score -2584916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2584917.750000 Penalty: 5027.017090
	Iteration 57Q: 3 clusters Score -2584918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2584917.750000 Penalty: 5027.017090
	Iteration 58Q: 3 clusters Score -2584918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2584910.250000 Penalty: 5027.017090
	Iteration 59Q: 3 clusters Score -2584910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2584912.750000 Penalty: 5027.017090
	Iteration 60F: 3 clusters Score -2584913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2584910.250000 Penalty: 5027.017090
	Iteration 61Q: 3 clusters Score -2584910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2584918.000000 Penalty: 5027.017090
	Iteration 62Q: 3 clusters Score -2584918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2584918.750000 Penalty: 5027.017090
	Iteration 63Q: 3 clusters Score -2584919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2584923.500000 Penalty: 5027.017090
	Iteration 64Q: 3 clusters Score -2584924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2584925.500000 Penalty: 5027.017090
	Iteration 65Q: 3 clusters Score -2584926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2584926.500000 Penalty: 5027.017090
	Iteration 66Q: 3 clusters Score -2584926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2584933.500000 Penalty: 5027.017090
	Iteration 67Q: 3 clusters Score -2584934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2584929.250000 Penalty: 5027.017090
	Iteration 68Q: 3 clusters Score -2584929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2584929.250000 Penalty: 5027.017090
	Iteration 69Q: 3 clusters Score -2584929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2584924.250000 Penalty: 5027.017090
	Iteration 70Q: 3 clusters Score -2584924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2584928.250000 Penalty: 5027.017090
	Iteration 71Q: 3 clusters Score -2584928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2584933.250000 Penalty: 5027.017090
	Iteration 72Q: 3 clusters Score -2584933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2584930.500000 Penalty: 5027.017090
	Iteration 73Q: 3 clusters Score -2584930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2584930.000000 Penalty: 5027.017090
	Iteration 74Q: 3 clusters Score -2584930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2584928.500000 Penalty: 5027.017090
	Iteration 75Q: 3 clusters Score -2584928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2584928.500000 Penalty: 5027.017090
	Iteration 76F: 3 clusters Score -2584928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (30143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Entering Unmasked Estep 
Score: -2987350.750000 Penalty: 2557.799561
	Iteration 0F: 2 clusters Score -2987351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2966642.000000 Penalty: 5115.599121
	Iteration 0F: 3 clusters Score -2966642 nChanged 13628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2973966.250000 Penalty: 5115.599121
	Iteration 1F: 3 clusters Score -2973966 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2974355.000000 Penalty: 5115.599121
	Iteration 2Q: 3 clusters Score -2974355 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2974756.000000 Penalty: 5115.599121
	Iteration 3Q: 3 clusters Score -2974756 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2975089.000000 Penalty: 5115.599121
	Iteration 4Q: 3 clusters Score -2975089 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2975458.000000 Penalty: 5115.599121
	Iteration 5Q: 3 clusters Score -2975458 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2975901.750000 Penalty: 5115.599121
	Iteration 6Q: 3 clusters Score -2975902 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2976462.750000 Penalty: 5115.599121
	Iteration 7Q: 3 clusters Score -2976463 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2977189.500000 Penalty: 5115.599121
	Iteration 8Q: 3 clusters Score -2977190 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2978094.500000 Penalty: 5115.599121
	Iteration 9F: 3 clusters Score -2978094 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2979234.000000 Penalty: 5115.599121
	Iteration 10F: 3 clusters Score -2979234 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2980309.750000 Penalty: 5115.599121
	Iteration 11F: 3 clusters Score -2980310 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -2981179.750000 Penalty: 5115.599121
	Iteration 12Q: 3 clusters Score -2981180 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2981958.500000 Penalty: 5115.599121
	Iteration 13Q: 3 clusters Score -2981958 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2982662.250000 Penalty: 5115.599121
	Iteration 14Q: 3 clusters Score -2982662 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -2983241.250000 Penalty: 5115.599121
	Iteration 15Q: 3 clusters Score -2983241 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -2983707.500000 Penalty: 5115.599121
	Iteration 16Q: 3 clusters Score -2983708 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -2984074.250000 Penalty: 5115.599121
	Iteration 17Q: 3 clusters Score -2984074 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -2984384.250000 Penalty: 5115.599121
	Iteration 18Q: 3 clusters Score -2984384 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -2984604.500000 Penalty: 5115.599121
	Iteration 19Q: 3 clusters Score -2984604 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -2984782.500000 Penalty: 5115.599121
	Iteration 20F: 3 clusters Score -2984782 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -2984929.000000 Penalty: 5115.599121
	Iteration 21Q: 3 clusters Score -2984929 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -2985028.250000 Penalty: 5115.599121
	Iteration 22Q: 3 clusters Score -2985028 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -2985103.500000 Penalty: 5115.599121
	Iteration 23Q: 3 clusters Score -2985104 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -2985149.000000 Penalty: 5115.599121
	Iteration 24Q: 3 clusters Score -2985149 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -2985213.250000 Penalty: 5115.599121
	Iteration 25Q: 3 clusters Score -2985213 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -2985242.500000 Penalty: 5115.599121
	Iteration 26Q: 3 clusters Score -2985242 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -2985263.750000 Penalty: 5115.599121
	Iteration 27Q: 3 clusters Score -2985264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -2985284.750000 Penalty: 5115.599121
	Iteration 28Q: 3 clusters Score -2985285 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -2985290.750000 Penalty: 5115.599121
	Iteration 29Q: 3 clusters Score -2985291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -2985298.750000 Penalty: 5115.599121
	Iteration 30Q: 3 clusters Score -2985299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -2985317.250000 Penalty: 5115.599121
	Iteration 31Q: 3 clusters Score -2985317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -2985325.250000 Penalty: 5115.599121
	Iteration 32Q: 3 clusters Score -2985325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -2985328.000000 Penalty: 5115.599121
	Iteration 33Q: 3 clusters Score -2985328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -2985337.250000 Penalty: 5115.599121
	Iteration 34Q: 3 clusters Score -2985337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -2985345.250000 Penalty: 5115.599121
	Iteration 35Q: 3 clusters Score -2985345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -2985349.250000 Penalty: 5115.599121
	Iteration 36Q: 3 clusters Score -2985349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -2985360.500000 Penalty: 5115.599121
	Iteration 37Q: 3 clusters Score -2985360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -2985365.250000 Penalty: 5115.599121
	Iteration 38Q: 3 clusters Score -2985365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -2985365.000000 Penalty: 5115.599121
	Iteration 39Q: 3 clusters Score -2985365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -2985375.000000 Penalty: 5115.599121
	Iteration 40F: 3 clusters Score -2985375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -2985388.250000 Penalty: 5115.599121
	Iteration 41Q: 3 clusters Score -2985388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -2985391.750000 Penalty: 5115.599121
	Iteration 42Q: 3 clusters Score -2985392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -2985387.500000 Penalty: 5115.599121
	Iteration 43Q: 3 clusters Score -2985388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -2985394.000000 Penalty: 5115.599121
	Iteration 44Q: 3 clusters Score -2985394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -2985392.750000 Penalty: 5115.599121
	Iteration 45Q: 3 clusters Score -2985393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -2985397.500000 Penalty: 5115.599121
	Iteration 46Q: 3 clusters Score -2985398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -2985400.250000 Penalty: 5115.599121
	Iteration 47Q: 3 clusters Score -2985400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -2985398.250000 Penalty: 5115.599121
	Iteration 48Q: 3 clusters Score -2985398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -2985396.500000 Penalty: 5115.599121
	Iteration 49Q: 3 clusters Score -2985396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -2985397.500000 Penalty: 5115.599121
	Iteration 50Q: 3 clusters Score -2985398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -2985394.500000 Penalty: 5115.599121
	Iteration 51Q: 3 clusters Score -2985394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -2985397.000000 Penalty: 5115.599121
	Iteration 52Q: 3 clusters Score -2985397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -2985398.750000 Penalty: 5115.599121
	Iteration 53Q: 3 clusters Score -2985399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -2985394.000000 Penalty: 5115.599121
	Iteration 54Q: 3 clusters Score -2985394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -2985394.750000 Penalty: 5115.599121
	Iteration 55Q: 3 clusters Score -2985395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -2985393.500000 Penalty: 5115.599121
	Iteration 56Q: 3 clusters Score -2985394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -2985393.500000 Penalty: 5115.599121
	Iteration 57F: 3 clusters Score -2985394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -196124.843750 Penalty: 1894.988892
	Iteration 0F: 2 clusters Score -196124.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -193416.906250 Penalty: 3789.977783
	Iteration 0F: 3 clusters Score -193416.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -193892.750000 Penalty: 3789.977783
	Iteration 1F: 3 clusters Score -193892.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -194033.937500 Penalty: 3789.977783
	Iteration 2F: 3 clusters Score -194033.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -194108.796875 Penalty: 3789.977783
	Iteration 3Q: 3 clusters Score -194108.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -194172.671875 Penalty: 3789.977783
	Iteration 4Q: 3 clusters Score -194172.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -194227.437500 Penalty: 3789.977783
	Iteration 5Q: 3 clusters Score -194227.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -194276.250000 Penalty: 3789.977783
	Iteration 6Q: 3 clusters Score -194276.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -194332.359375 Penalty: 3789.977783
	Iteration 7Q: 3 clusters Score -194332.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -194378.406250 Penalty: 3789.977783
	Iteration 8Q: 3 clusters Score -194378.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -194397.250000 Penalty: 3789.977783
	Iteration 9Q: 3 clusters Score -194397.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -194413.531250 Penalty: 3789.977783
	Iteration 10Q: 3 clusters Score -194413.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -194429.796875 Penalty: 3789.977783
	Iteration 11Q: 3 clusters Score -194429.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -194448.109375 Penalty: 3789.977783
	Iteration 12Q: 3 clusters Score -194448.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -194460.937500 Penalty: 3789.977783
	Iteration 13Q: 3 clusters Score -194460.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -194476.328125 Penalty: 3789.977783
	Iteration 14Q: 3 clusters Score -194476.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -194489.515625 Penalty: 3789.977783
	Iteration 15Q: 3 clusters Score -194489.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -194508.375000 Penalty: 3789.977783
	Iteration 16Q: 3 clusters Score -194508.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -194526.828125 Penalty: 3789.977783
	Iteration 17Q: 3 clusters Score -194526.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -194536.984375 Penalty: 3789.977783
	Iteration 18Q: 3 clusters Score -194537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -194545.562500 Penalty: 3789.977783
	Iteration 19Q: 3 clusters Score -194545.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -194556.859375 Penalty: 3789.977783
	Iteration 20F: 3 clusters Score -194556.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -194570.156250 Penalty: 3789.977783
	Iteration 21Q: 3 clusters Score -194570.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -194588.937500 Penalty: 3789.977783
	Iteration 22Q: 3 clusters Score -194588.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -194607.078125 Penalty: 3789.977783
	Iteration 23Q: 3 clusters Score -194607.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -194624.046875 Penalty: 3789.977783
	Iteration 24Q: 3 clusters Score -194624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -194638.859375 Penalty: 3789.977783
	Iteration 25Q: 3 clusters Score -194638.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -194653.390625 Penalty: 3789.977783
	Iteration 26Q: 3 clusters Score -194653.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -194665.750000 Penalty: 3789.977783
	Iteration 27Q: 3 clusters Score -194665.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -194680.312500 Penalty: 3789.977783
	Iteration 28Q: 3 clusters Score -194680.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -194695.953125 Penalty: 3789.977783
	Iteration 29Q: 3 clusters Score -194696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -194703.484375 Penalty: 3789.977783
	Iteration 30Q: 3 clusters Score -194703.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -194707.750000 Penalty: 3789.977783
	Iteration 31Q: 3 clusters Score -194707.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -194711.296875 Penalty: 3789.977783
	Iteration 32Q: 3 clusters Score -194711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -194714.062500 Penalty: 3789.977783
	Iteration 33Q: 3 clusters Score -194714.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -194716.046875 Penalty: 3789.977783
	Iteration 34Q: 3 clusters Score -194716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -194718.015625 Penalty: 3789.977783
	Iteration 35Q: 3 clusters Score -194718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -194719.140625 Penalty: 3789.977783
	Iteration 36Q: 3 clusters Score -194719.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -194719.140625 Penalty: 3789.977783
	Iteration 37F: 3 clusters Score -194719.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Entering Unmasked Estep 
Score: -1661635.625000 Penalty: 2417.765381
	Iteration 0F: 2 clusters Score -1661636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1649506.625000 Penalty: 4835.530762
	Iteration 0F: 3 clusters Score -1649507 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1653495.000000 Penalty: 4835.530762
	Iteration 1F: 3 clusters Score -1653495 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1653986.500000 Penalty: 4835.530762
	Iteration 2F: 3 clusters Score -1653986 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1654575.125000 Penalty: 4835.530762
	Iteration 3F: 3 clusters Score -1654575 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1655299.000000 Penalty: 4835.530762
	Iteration 4F: 3 clusters Score -1655299 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1656151.500000 Penalty: 4835.530762
	Iteration 5F: 3 clusters Score -1656152 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1657029.250000 Penalty: 4835.530762
	Iteration 6F: 3 clusters Score -1657029 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1657735.500000 Penalty: 4835.530762
	Iteration 7F: 3 clusters Score -1657736 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1658133.500000 Penalty: 4835.530762
	Iteration 8Q: 3 clusters Score -1658134 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1658342.750000 Penalty: 4835.530762
	Iteration 9Q: 3 clusters Score -1658343 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1658476.250000 Penalty: 4835.530762
	Iteration 10Q: 3 clusters Score -1658476 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1658569.625000 Penalty: 4835.530762
	Iteration 11Q: 3 clusters Score -1658570 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1658638.625000 Penalty: 4835.530762
	Iteration 12Q: 3 clusters Score -1658639 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1658701.500000 Penalty: 4835.530762
	Iteration 13Q: 3 clusters Score -1658702 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1658761.250000 Penalty: 4835.530762
	Iteration 14Q: 3 clusters Score -1658761 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1658808.500000 Penalty: 4835.530762
	Iteration 15Q: 3 clusters Score -1658808 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1658852.625000 Penalty: 4835.530762
	Iteration 16Q: 3 clusters Score -1658853 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1658894.125000 Penalty: 4835.530762
	Iteration 17Q: 3 clusters Score -1658894 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1658931.625000 Penalty: 4835.530762
	Iteration 18Q: 3 clusters Score -1658932 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1658993.125000 Penalty: 4835.530762
	Iteration 19Q: 3 clusters Score -1658993 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1659034.750000 Penalty: 4835.530762
	Iteration 20F: 3 clusters Score -1659035 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1659079.750000 Penalty: 4835.530762
	Iteration 21Q: 3 clusters Score -1659080 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1659121.250000 Penalty: 4835.530762
	Iteration 22Q: 3 clusters Score -1659121 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1659161.000000 Penalty: 4835.530762
	Iteration 23Q: 3 clusters Score -1659161 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1659200.000000 Penalty: 4835.530762
	Iteration 24Q: 3 clusters Score -1659200 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1659242.875000 Penalty: 4835.530762
	Iteration 25Q: 3 clusters Score -1659243 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1659272.750000 Penalty: 4835.530762
	Iteration 26Q: 3 clusters Score -1659273 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1659305.750000 Penalty: 4835.530762
	Iteration 27Q: 3 clusters Score -1659306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1659327.500000 Penalty: 4835.530762
	Iteration 28Q: 3 clusters Score -1659328 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1659354.250000 Penalty: 4835.530762
	Iteration 29Q: 3 clusters Score -1659354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1659376.500000 Penalty: 4835.530762
	Iteration 30Q: 3 clusters Score -1659376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1659394.375000 Penalty: 4835.530762
	Iteration 31Q: 3 clusters Score -1659394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1659408.250000 Penalty: 4835.530762
	Iteration 32Q: 3 clusters Score -1659408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1659423.125000 Penalty: 4835.530762
	Iteration 33Q: 3 clusters Score -1659423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1659441.125000 Penalty: 4835.530762
	Iteration 34Q: 3 clusters Score -1659441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1659457.125000 Penalty: 4835.530762
	Iteration 35Q: 3 clusters Score -1659457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1659461.375000 Penalty: 4835.530762
	Iteration 36Q: 3 clusters Score -1659461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1659468.500000 Penalty: 4835.530762
	Iteration 37Q: 3 clusters Score -1659468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1659479.250000 Penalty: 4835.530762
	Iteration 38Q: 3 clusters Score -1659479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1659482.125000 Penalty: 4835.530762
	Iteration 39Q: 3 clusters Score -1659482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1659490.750000 Penalty: 4835.530762
	Iteration 40F: 3 clusters Score -1659491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1659497.500000 Penalty: 4835.530762
	Iteration 41Q: 3 clusters Score -1659498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1659505.000000 Penalty: 4835.530762
	Iteration 42Q: 3 clusters Score -1659505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1659506.125000 Penalty: 4835.530762
	Iteration 43Q: 3 clusters Score -1659506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1659508.625000 Penalty: 4835.530762
	Iteration 44Q: 3 clusters Score -1659509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1659518.500000 Penalty: 4835.530762
	Iteration 45Q: 3 clusters Score -1659518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1659523.125000 Penalty: 4835.530762
	Iteration 46Q: 3 clusters Score -1659523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1659527.250000 Penalty: 4835.530762
	Iteration 47Q: 3 clusters Score -1659527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1659528.625000 Penalty: 4835.530762
	Iteration 48Q: 3 clusters Score -1659529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1659528.750000 Penalty: 4835.530762
	Iteration 49Q: 3 clusters Score -1659529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1659531.375000 Penalty: 4835.530762
	Iteration 50Q: 3 clusters Score -1659531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1659533.250000 Penalty: 4835.530762
	Iteration 51Q: 3 clusters Score -1659533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1659533.625000 Penalty: 4835.530762
	Iteration 52Q: 3 clusters Score -1659534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1659540.000000 Penalty: 4835.530762
	Iteration 53Q: 3 clusters Score -1659540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1659542.250000 Penalty: 4835.530762
	Iteration 54Q: 3 clusters Score -1659542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1659545.250000 Penalty: 4835.530762
	Iteration 55Q: 3 clusters Score -1659545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1659545.625000 Penalty: 4835.530762
	Iteration 56Q: 3 clusters Score -1659546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1659546.125000 Penalty: 4835.530762
	Iteration 57Q: 3 clusters Score -1659546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1659547.875000 Penalty: 4835.530762
	Iteration 58Q: 3 clusters Score -1659548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1659546.875000 Penalty: 4835.530762
	Iteration 59Q: 3 clusters Score -1659547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1659548.000000 Penalty: 4835.530762
	Iteration 60F: 3 clusters Score -1659548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1659548.000000 Penalty: 4835.530762
	Iteration 61Q: 3 clusters Score -1659548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1659550.250000 Penalty: 4835.530762
	Iteration 62Q: 3 clusters Score -1659550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1659550.000000 Penalty: 4835.530762
	Iteration 63Q: 3 clusters Score -1659550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1659554.125000 Penalty: 4835.530762
	Iteration 64Q: 3 clusters Score -1659554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1659555.000000 Penalty: 4835.530762
	Iteration 65Q: 3 clusters Score -1659555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1659553.000000 Penalty: 4835.530762
	Iteration 66Q: 3 clusters Score -1659553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1659552.500000 Penalty: 4835.530762
	Iteration 67Q: 3 clusters Score -1659552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1659553.500000 Penalty: 4835.530762
	Iteration 68Q: 3 clusters Score -1659554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1659560.250000 Penalty: 4835.530762
	Iteration 69Q: 3 clusters Score -1659560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1659559.125000 Penalty: 4835.530762
	Iteration 70Q: 3 clusters Score -1659559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1659563.250000 Penalty: 4835.530762
	Iteration 71Q: 3 clusters Score -1659563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1659566.875000 Penalty: 4835.530762
	Iteration 72Q: 3 clusters Score -1659567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1659570.750000 Penalty: 4835.530762
	Iteration 73Q: 3 clusters Score -1659571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1659567.500000 Penalty: 4835.530762
	Iteration 74Q: 3 clusters Score -1659568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1659569.125000 Penalty: 4835.530762
	Iteration 75Q: 3 clusters Score -1659569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1659573.500000 Penalty: 4835.530762
	Iteration 76Q: 3 clusters Score -1659574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1659574.500000 Penalty: 4835.530762
	Iteration 77Q: 3 clusters Score -1659574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1659575.125000 Penalty: 4835.530762
	Iteration 78Q: 3 clusters Score -1659575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1659578.500000 Penalty: 4835.530762
	Iteration 79Q: 3 clusters Score -1659578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1659577.875000 Penalty: 4835.530762
	Iteration 80F: 3 clusters Score -1659578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1659580.375000 Penalty: 4835.530762
	Iteration 81Q: 3 clusters Score -1659580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1659583.000000 Penalty: 4835.530762
	Iteration 82Q: 3 clusters Score -1659583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1659584.000000 Penalty: 4835.530762
	Iteration 83Q: 3 clusters Score -1659584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1659585.750000 Penalty: 4835.530762
	Iteration 84Q: 3 clusters Score -1659586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1659589.875000 Penalty: 4835.530762
	Iteration 85Q: 3 clusters Score -1659590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1659593.375000 Penalty: 4835.530762
	Iteration 86Q: 3 clusters Score -1659593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1659592.625000 Penalty: 4835.530762
	Iteration 87Q: 3 clusters Score -1659593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1659592.625000 Penalty: 4835.530762
	Iteration 88F: 3 clusters Score -1659593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Entering Unmasked Estep 
Score: -279635.656250 Penalty: 2013.905884
	Iteration 0F: 2 clusters Score -279635.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -276220.906250 Penalty: 4027.811768
	Iteration 0F: 3 clusters Score -276220.9 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -277240.437500 Penalty: 4027.811768
	Iteration 1F: 3 clusters Score -277240.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -277560.625000 Penalty: 4027.811768
	Iteration 2F: 3 clusters Score -277560.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -277732.593750 Penalty: 4027.811768
	Iteration 3F: 3 clusters Score -277732.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -277889.406250 Penalty: 4027.811768
	Iteration 4Q: 3 clusters Score -277889.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -278038.062500 Penalty: 4027.811768
	Iteration 5Q: 3 clusters Score -278038.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -278161.093750 Penalty: 4027.811768
	Iteration 6Q: 3 clusters Score -278161.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -278274.718750 Penalty: 4027.811768
	Iteration 7Q: 3 clusters Score -278274.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -278364.031250 Penalty: 4027.811768
	Iteration 8Q: 3 clusters Score -278364 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -278423.968750 Penalty: 4027.811768
	Iteration 9Q: 3 clusters Score -278424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -278462.468750 Penalty: 4027.811768
	Iteration 10Q: 3 clusters Score -278462.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -278488.000000 Penalty: 4027.811768
	Iteration 11Q: 3 clusters Score -278488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -278503.468750 Penalty: 4027.811768
	Iteration 12Q: 3 clusters Score -278503.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -278516.906250 Penalty: 4027.811768
	Iteration 13Q: 3 clusters Score -278516.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -278527.687500 Penalty: 4027.811768
	Iteration 14Q: 3 clusters Score -278527.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -278536.656250 Penalty: 4027.811768
	Iteration 15Q: 3 clusters Score -278536.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -278541.000000 Penalty: 4027.811768
	Iteration 16Q: 3 clusters Score -278541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -278545.343750 Penalty: 4027.811768
	Iteration 17Q: 3 clusters Score -278545.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -278547.843750 Penalty: 4027.811768
	Iteration 18Q: 3 clusters Score -278547.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -278551.937500 Penalty: 4027.811768
	Iteration 19Q: 3 clusters Score -278551.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -278557.281250 Penalty: 4027.811768
	Iteration 20F: 3 clusters Score -278557.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -278559.781250 Penalty: 4027.811768
	Iteration 21Q: 3 clusters Score -278559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -278563.250000 Penalty: 4027.811768
	Iteration 22Q: 3 clusters Score -278563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -278565.375000 Penalty: 4027.811768
	Iteration 23Q: 3 clusters Score -278565.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -278566.468750 Penalty: 4027.811768
	Iteration 24Q: 3 clusters Score -278566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -278567.968750 Penalty: 4027.811768
	Iteration 25Q: 3 clusters Score -278568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -278568.718750 Penalty: 4027.811768
	Iteration 26Q: 3 clusters Score -278568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -278569.125000 Penalty: 4027.811768
	Iteration 27Q: 3 clusters Score -278569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -278570.031250 Penalty: 4027.811768
	Iteration 28Q: 3 clusters Score -278570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -278571.125000 Penalty: 4027.811768
	Iteration 29Q: 3 clusters Score -278571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -278572.937500 Penalty: 4027.811768
	Iteration 30Q: 3 clusters Score -278572.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -278573.562500 Penalty: 4027.811768
	Iteration 31Q: 3 clusters Score -278573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -278573.656250 Penalty: 4027.811768
	Iteration 32Q: 3 clusters Score -278573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -278574.250000 Penalty: 4027.811768
	Iteration 33Q: 3 clusters Score -278574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -278575.000000 Penalty: 4027.811768
	Iteration 34Q: 3 clusters Score -278575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -278575.500000 Penalty: 4027.811768
	Iteration 35Q: 3 clusters Score -278575.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -278575.500000 Penalty: 4027.811768
	Iteration 36F: 3 clusters Score -278575.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -235202.125000 Penalty: 1939.866943
	Iteration 0F: 2 clusters Score -235202.1 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 1198 members 
Entering Unmasked Estep 
Score: -232274.953125 Penalty: 3879.733887
	Iteration 0F: 3 clusters Score -232275 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -232886.750000 Penalty: 3879.733887
	Iteration 1F: 3 clusters Score -232886.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -233130.312500 Penalty: 3879.733887
	Iteration 2F: 3 clusters Score -233130.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -233315.984375 Penalty: 3879.733887
	Iteration 3F: 3 clusters Score -233316 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -233498.015625 Penalty: 3879.733887
	Iteration 4F: 3 clusters Score -233498 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -233668.875000 Penalty: 3879.733887
	Iteration 5Q: 3 clusters Score -233668.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -233848.187500 Penalty: 3879.733887
	Iteration 6Q: 3 clusters Score -233848.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -233997.375000 Penalty: 3879.733887
	Iteration 7Q: 3 clusters Score -233997.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -234129.265625 Penalty: 3879.733887
	Iteration 8Q: 3 clusters Score -234129.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -234268.906250 Penalty: 3879.733887
	Iteration 9Q: 3 clusters Score -234268.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -234454.390625 Penalty: 3879.733887
	Iteration 10Q: 3 clusters Score -234454.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -234645.359375 Penalty: 3879.733887
	Iteration 11Q: 3 clusters Score -234645.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -234733.453125 Penalty: 3879.733887
	Iteration 12Q: 3 clusters Score -234733.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -234776.656250 Penalty: 3879.733887
	Iteration 13Q: 3 clusters Score -234776.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -234801.140625 Penalty: 3879.733887
	Iteration 14Q: 3 clusters Score -234801.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -234810.734375 Penalty: 3879.733887
	Iteration 15Q: 3 clusters Score -234810.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -234819.390625 Penalty: 3879.733887
	Iteration 16Q: 3 clusters Score -234819.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -234828.031250 Penalty: 3879.733887
	Iteration 17Q: 3 clusters Score -234828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -234843.015625 Penalty: 3879.733887
	Iteration 18Q: 3 clusters Score -234843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -234858.609375 Penalty: 3879.733887
	Iteration 19Q: 3 clusters Score -234858.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -234870.250000 Penalty: 3879.733887
	Iteration 20F: 3 clusters Score -234870.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -234877.296875 Penalty: 3879.733887
	Iteration 21Q: 3 clusters Score -234877.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -234885.234375 Penalty: 3879.733887
	Iteration 22Q: 3 clusters Score -234885.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -234895.625000 Penalty: 3879.733887
	Iteration 23Q: 3 clusters Score -234895.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -234907.593750 Penalty: 3879.733887
	Iteration 24Q: 3 clusters Score -234907.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -234923.906250 Penalty: 3879.733887
	Iteration 25Q: 3 clusters Score -234923.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -234943.234375 Penalty: 3879.733887
	Iteration 26Q: 3 clusters Score -234943.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -234961.046875 Penalty: 3879.733887
	Iteration 27Q: 3 clusters Score -234961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -234978.875000 Penalty: 3879.733887
	Iteration 28Q: 3 clusters Score -234978.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -234998.953125 Penalty: 3879.733887
	Iteration 29Q: 3 clusters Score -234999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -235017.265625 Penalty: 3879.733887
	Iteration 30Q: 3 clusters Score -235017.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -235035.406250 Penalty: 3879.733887
	Iteration 31Q: 3 clusters Score -235035.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -235064.265625 Penalty: 3879.733887
	Iteration 32Q: 3 clusters Score -235064.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -235094.218750 Penalty: 3879.733887
	Iteration 33Q: 3 clusters Score -235094.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -235136.921875 Penalty: 3879.733887
	Iteration 34Q: 3 clusters Score -235136.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -235189.406250 Penalty: 3879.733887
	Iteration 35Q: 3 clusters Score -235189.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -235240.843750 Penalty: 3879.733887
	Iteration 36Q: 3 clusters Score -235240.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -235277.640625 Penalty: 3879.733887
	Iteration 37Q: 3 clusters Score -235277.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -235298.359375 Penalty: 3879.733887
	Iteration 38Q: 3 clusters Score -235298.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -235324.125000 Penalty: 3879.733887
	Iteration 39Q: 3 clusters Score -235324.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -235334.890625 Penalty: 3879.733887
	Iteration 40F: 3 clusters Score -235334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -235338.046875 Penalty: 3879.733887
	Iteration 41Q: 3 clusters Score -235338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -235341.968750 Penalty: 3879.733887
	Iteration 42Q: 3 clusters Score -235342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -235343.937500 Penalty: 3879.733887
	Iteration 43Q: 3 clusters Score -235343.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -235345.609375 Penalty: 3879.733887
	Iteration 44Q: 3 clusters Score -235345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -235346.265625 Penalty: 3879.733887
	Iteration 45Q: 3 clusters Score -235346.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -235346.265625 Penalty: 3879.733887
	Iteration 46F: 3 clusters Score -235346.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2572 members 
Mstep: Class 3 contains 16317 members 
Mstep: Class 4 contains 2454 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 159409 members 
Mstep: Class 8 contains 13100 members 
Mstep: Class 9 contains 24240 members 
Mstep: Class 10 contains 47378 members 
Mstep: Class 11 contains 42248 members 
Mstep: Class 12 contains 35513 members 
Mstep: Class 13 contains 61504 members 
Mstep: Class 14 contains 16677 members 
Mstep: Class 15 contains 16692 members 
Mstep: Class 16 contains 47522 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 232085 members 
Mstep: Class 20 contains 38830 members 
Mstep: Class 21 contains 8252 members 
Mstep: Class 22 contains 183565 members 
Mstep: Class 23 contains 15846 members 
Mstep: Class 24 contains 241026 members 
Mstep: Class 25 contains 14669 members 
Mstep: Class 26 contains 25213 members 
Mstep: Class 27 contains 30143 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17138 members 
Mstep: Class 30 contains 3363 members 
Mstep: Class 31 contains 1595 members 
Mstep: Class 32 contains 4078 members 
Mstep: Class 33 contains 239369 members 
Mstep: Class 34 contains 41591 members 
Mstep: Class 35 contains 900 members 
Entering Unmasked Estep 
Score: -157134928.000000 Penalty: 124097.632812
Splitting cluster 31 changes total score from -157133504.000000 to -157134928.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 32 (4078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Entering Unmasked Estep 
Score: -389784.281250 Penalty: 2061.713867
	Iteration 0F: 2 clusters Score -389784.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -385821.281250 Penalty: 4123.427734
	Iteration 0F: 3 clusters Score -385821.3 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -386714.906250 Penalty: 4123.427734
	Iteration 1F: 3 clusters Score -386714.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -386935.875000 Penalty: 4123.427734
	Iteration 2F: 3 clusters Score -386935.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -387078.000000 Penalty: 4123.427734
	Iteration 3Q: 3 clusters Score -387078 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -387166.343750 Penalty: 4123.427734
	Iteration 4Q: 3 clusters Score -387166.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -387228.468750 Penalty: 4123.427734
	Iteration 5Q: 3 clusters Score -387228.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -387290.468750 Penalty: 4123.427734
	Iteration 6Q: 3 clusters Score -387290.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -387363.218750 Penalty: 4123.427734
	Iteration 7Q: 3 clusters Score -387363.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -387448.187500 Penalty: 4123.427734
	Iteration 8Q: 3 clusters Score -387448.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -387557.218750 Penalty: 4123.427734
	Iteration 9Q: 3 clusters Score -387557.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -387668.125000 Penalty: 4123.427734
	Iteration 10Q: 3 clusters Score -387668.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -387804.593750 Penalty: 4123.427734
	Iteration 11Q: 3 clusters Score -387804.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -387929.281250 Penalty: 4123.427734
	Iteration 12Q: 3 clusters Score -387929.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -388064.625000 Penalty: 4123.427734
	Iteration 13Q: 3 clusters Score -388064.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -388218.687500 Penalty: 4123.427734
	Iteration 14Q: 3 clusters Score -388218.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -388340.656250 Penalty: 4123.427734
	Iteration 15Q: 3 clusters Score -388340.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -388452.125000 Penalty: 4123.427734
	Iteration 16Q: 3 clusters Score -388452.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -388554.812500 Penalty: 4123.427734
	Iteration 17Q: 3 clusters Score -388554.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -388632.625000 Penalty: 4123.427734
	Iteration 18Q: 3 clusters Score -388632.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -388692.156250 Penalty: 4123.427734
	Iteration 19Q: 3 clusters Score -388692.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -388726.218750 Penalty: 4123.427734
	Iteration 20F: 3 clusters Score -388726.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -388744.625000 Penalty: 4123.427734
	Iteration 21Q: 3 clusters Score -388744.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -388756.843750 Penalty: 4123.427734
	Iteration 22Q: 3 clusters Score -388756.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -388770.250000 Penalty: 4123.427734
	Iteration 23Q: 3 clusters Score -388770.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -388783.281250 Penalty: 4123.427734
	Iteration 24Q: 3 clusters Score -388783.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -388790.312500 Penalty: 4123.427734
	Iteration 25Q: 3 clusters Score -388790.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -388794.375000 Penalty: 4123.427734
	Iteration 26Q: 3 clusters Score -388794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -388797.406250 Penalty: 4123.427734
	Iteration 27Q: 3 clusters Score -388797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -388799.437500 Penalty: 4123.427734
	Iteration 28Q: 3 clusters Score -388799.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -388801.062500 Penalty: 4123.427734
	Iteration 29Q: 3 clusters Score -388801.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -388803.593750 Penalty: 4123.427734
	Iteration 30Q: 3 clusters Score -388803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -388804.125000 Penalty: 4123.427734
	Iteration 31Q: 3 clusters Score -388804.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -388805.843750 Penalty: 4123.427734
	Iteration 32Q: 3 clusters Score -388805.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -388807.187500 Penalty: 4123.427734
	Iteration 33Q: 3 clusters Score -388807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -388807.187500 Penalty: 4123.427734
	Iteration 34F: 3 clusters Score -388807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2572 members 
Mstep: Class 3 contains 16317 members 
Mstep: Class 4 contains 2454 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 159409 members 
Mstep: Class 8 contains 13100 members 
Mstep: Class 9 contains 24240 members 
Mstep: Class 10 contains 47378 members 
Mstep: Class 11 contains 42248 members 
Mstep: Class 12 contains 35513 members 
Mstep: Class 13 contains 61504 members 
Mstep: Class 14 contains 16677 members 
Mstep: Class 15 contains 16692 members 
Mstep: Class 16 contains 47522 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 232085 members 
Mstep: Class 20 contains 38830 members 
Mstep: Class 21 contains 8252 members 
Mstep: Class 22 contains 183565 members 
Mstep: Class 23 contains 15846 members 
Mstep: Class 24 contains 241026 members 
Mstep: Class 25 contains 14669 members 
Mstep: Class 26 contains 25213 members 
Mstep: Class 27 contains 30143 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17138 members 
Mstep: Class 30 contains 3363 members 
Mstep: Class 31 contains 1595 members 
Mstep: Class 32 contains 4078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141040.000000 Penalty: 124097.632812
Iteration 119Q: 36 clusters Score -1.57141e+08 nChanged 15949
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 16434 members 
Mstep: Class 4 contains 2460 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 160515 members 
Mstep: Class 8 contains 12979 members 
Mstep: Class 9 contains 24172 members 
Mstep: Class 10 contains 47678 members 
Mstep: Class 11 contains 42381 members 
Mstep: Class 12 contains 35511 members 
Mstep: Class 13 contains 62306 members 
Mstep: Class 14 contains 16744 members 
Mstep: Class 15 contains 16844 members 
Mstep: Class 16 contains 49272 members 
Mstep: Class 17 contains 5951 members 
Mstep: Class 18 contains 2064 members 
Mstep: Class 19 contains 233067 members 
Mstep: Class 20 contains 39207 members 
Mstep: Class 21 contains 8249 members 
Mstep: Class 22 contains 185143 members 
Mstep: Class 23 contains 15915 members 
Mstep: Class 24 contains 242588 members 
Mstep: Class 25 contains 14667 members 
Mstep: Class 26 contains 25414 members 
Mstep: Class 27 contains 30253 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17123 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 1604 members 
Mstep: Class 32 contains 4080 members 
Mstep: Class 33 contains 231294 members 
Mstep: Class 34 contains 40380 members 
Mstep: Class 35 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145008.000000 Penalty: 124097.632812
Iteration 120F: 36 clusters Score -1.57145e+08 nChanged 17185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 16116 members 
Mstep: Class 4 contains 2471 members 
Mstep: Class 5 contains 9846 members 
Mstep: Class 6 contains 10572 members 
Mstep: Class 7 contains 160823 members 
Mstep: Class 8 contains 12922 members 
Mstep: Class 9 contains 24126 members 
Mstep: Class 10 contains 47473 members 
Mstep: Class 11 contains 42403 members 
Mstep: Class 12 contains 35515 members 
Mstep: Class 13 contains 62472 members 
Mstep: Class 14 contains 16677 members 
Mstep: Class 15 contains 16526 members 
Mstep: Class 16 contains 50552 members 
Mstep: Class 17 contains 6141 members 
Mstep: Class 18 contains 2061 members 
Mstep: Class 19 contains 233190 members 
Mstep: Class 20 contains 39243 members 
Mstep: Class 21 contains 8266 members 
Mstep: Class 22 contains 185373 members 
Mstep: Class 23 contains 15851 members 
Mstep: Class 24 contains 242324 members 
Mstep: Class 25 contains 14664 members 
Mstep: Class 26 contains 25058 members 
Mstep: Class 27 contains 28218 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17099 members 
Mstep: Class 30 contains 3384 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 4080 members 
Mstep: Class 33 contains 232213 members 
Mstep: Class 34 contains 40734 members 
Mstep: Class 35 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148112.000000 Penalty: 124097.632812
Iteration 121Q: 36 clusters Score -1.571481e+08 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 15865 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 9842 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 161120 members 
Mstep: Class 8 contains 12874 members 
Mstep: Class 9 contains 24091 members 
Mstep: Class 10 contains 47355 members 
Mstep: Class 11 contains 42428 members 
Mstep: Class 12 contains 35504 members 
Mstep: Class 13 contains 62669 members 
Mstep: Class 14 contains 16639 members 
Mstep: Class 15 contains 16266 members 
Mstep: Class 16 contains 52025 members 
Mstep: Class 17 contains 6354 members 
Mstep: Class 18 contains 2042 members 
Mstep: Class 19 contains 233273 members 
Mstep: Class 20 contains 39270 members 
Mstep: Class 21 contains 8286 members 
Mstep: Class 22 contains 185581 members 
Mstep: Class 23 contains 15821 members 
Mstep: Class 24 contains 242090 members 
Mstep: Class 25 contains 14662 members 
Mstep: Class 26 contains 24749 members 
Mstep: Class 27 contains 26787 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17087 members 
Mstep: Class 30 contains 3384 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 4081 members 
Mstep: Class 33 contains 232211 members 
Mstep: Class 34 contains 40898 members 
Mstep: Class 35 contains 1043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150560.000000 Penalty: 124097.632812
Iteration 122Q: 36 clusters Score -1.571506e+08 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 15652 members 
Mstep: Class 4 contains 2491 members 
Mstep: Class 5 contains 9842 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 161425 members 
Mstep: Class 8 contains 12833 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 47280 members 
Mstep: Class 11 contains 42463 members 
Mstep: Class 12 contains 35490 members 
Mstep: Class 13 contains 62875 members 
Mstep: Class 14 contains 16617 members 
Mstep: Class 15 contains 16062 members 
Mstep: Class 16 contains 53493 members 
Mstep: Class 17 contains 6550 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 233321 members 
Mstep: Class 20 contains 39252 members 
Mstep: Class 21 contains 8312 members 
Mstep: Class 22 contains 185778 members 
Mstep: Class 23 contains 15786 members 
Mstep: Class 24 contains 241854 members 
Mstep: Class 25 contains 14656 members 
Mstep: Class 26 contains 24497 members 
Mstep: Class 27 contains 25659 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17078 members 
Mstep: Class 30 contains 3389 members 
Mstep: Class 31 contains 1603 members 
Mstep: Class 32 contains 4081 members 
Mstep: Class 33 contains 231822 members 
Mstep: Class 34 contains 41018 members 
Mstep: Class 35 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157151312.000000 Penalty: 124097.632812
Iteration 123Q: 36 clusters Score -1.571513e+08 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 2500 members 
Mstep: Class 5 contains 9839 members 
Mstep: Class 6 contains 10562 members 
Mstep: Class 7 contains 161663 members 
Mstep: Class 8 contains 12812 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 47220 members 
Mstep: Class 11 contains 42489 members 
Mstep: Class 12 contains 35481 members 
Mstep: Class 13 contains 63083 members 
Mstep: Class 14 contains 16593 members 
Mstep: Class 15 contains 15891 members 
Mstep: Class 16 contains 54966 members 
Mstep: Class 17 contains 6719 members 
Mstep: Class 18 contains 1987 members 
Mstep: Class 19 contains 233302 members 
Mstep: Class 20 contains 39221 members 
Mstep: Class 21 contains 8324 members 
Mstep: Class 22 contains 185948 members 
Mstep: Class 23 contains 15763 members 
Mstep: Class 24 contains 241614 members 
Mstep: Class 25 contains 14652 members 
Mstep: Class 26 contains 24307 members 
Mstep: Class 27 contains 24765 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17076 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 1604 members 
Mstep: Class 32 contains 4082 members 
Mstep: Class 33 contains 231207 members 
Mstep: Class 34 contains 41116 members 
Mstep: Class 35 contains 1206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152176.000000 Penalty: 124097.632812
Iteration 124Q: 36 clusters Score -1.571522e+08 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 15367 members 
Mstep: Class 4 contains 2507 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 10562 members 
Mstep: Class 7 contains 161877 members 
Mstep: Class 8 contains 12809 members 
Mstep: Class 9 contains 24074 members 
Mstep: Class 10 contains 47204 members 
Mstep: Class 11 contains 42516 members 
Mstep: Class 12 contains 35463 members 
Mstep: Class 13 contains 63231 members 
Mstep: Class 14 contains 16582 members 
Mstep: Class 15 contains 15748 members 
Mstep: Class 16 contains 56400 members 
Mstep: Class 17 contains 6857 members 
Mstep: Class 18 contains 1949 members 
Mstep: Class 19 contains 233274 members 
Mstep: Class 20 contains 39212 members 
Mstep: Class 21 contains 8338 members 
Mstep: Class 22 contains 186142 members 
Mstep: Class 23 contains 15739 members 
Mstep: Class 24 contains 241333 members 
Mstep: Class 25 contains 14652 members 
Mstep: Class 26 contains 24167 members 
Mstep: Class 27 contains 24014 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17074 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 4083 members 
Mstep: Class 33 contains 230503 members 
Mstep: Class 34 contains 41177 members 
Mstep: Class 35 contains 1270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152608.000000 Penalty: 124097.632812
Iteration 125Q: 36 clusters Score -1.571526e+08 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2582 members 
Mstep: Class 3 contains 15257 members 
Mstep: Class 4 contains 2510 members 
Mstep: Class 5 contains 9837 members 
Mstep: Class 6 contains 10564 members 
Mstep: Class 7 contains 162051 members 
Mstep: Class 8 contains 12804 members 
Mstep: Class 9 contains 24064 members 
Mstep: Class 10 contains 47180 members 
Mstep: Class 11 contains 42542 members 
Mstep: Class 12 contains 35456 members 
Mstep: Class 13 contains 63382 members 
Mstep: Class 14 contains 16582 members 
Mstep: Class 15 contains 15635 members 
Mstep: Class 16 contains 57775 members 
Mstep: Class 17 contains 6972 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 233240 members 
Mstep: Class 20 contains 39219 members 
Mstep: Class 21 contains 8351 members 
Mstep: Class 22 contains 186358 members 
Mstep: Class 23 contains 15710 members 
Mstep: Class 24 contains 241002 members 
Mstep: Class 25 contains 14652 members 
Mstep: Class 26 contains 24043 members 
Mstep: Class 27 contains 23383 members 
Mstep: Class 28 contains 2082 members 
Mstep: Class 29 contains 17073 members 
Mstep: Class 30 contains 3386 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 4084 members 
Mstep: Class 33 contains 229746 members 
Mstep: Class 34 contains 41250 members 
Mstep: Class 35 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153424.000000 Penalty: 124097.632812
Iteration 126Q: 36 clusters Score -1.571534e+08 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2583 members 
Mstep: Class 3 contains 15160 members 
Mstep: Class 4 contains 2514 members 
Mstep: Class 5 contains 9841 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 162213 members 
Mstep: Class 8 contains 12806 members 
Mstep: Class 9 contains 24057 members 
Mstep: Class 10 contains 47171 members 
Mstep: Class 11 contains 42559 members 
Mstep: Class 12 contains 35456 members 
Mstep: Class 13 contains 63527 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 15551 members 
Mstep: Class 16 contains 59035 members 
Mstep: Class 17 contains 7066 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 233200 members 
Mstep: Class 20 contains 39236 members 
Mstep: Class 21 contains 8367 members 
Mstep: Class 22 contains 186590 members 
Mstep: Class 23 contains 15703 members 
Mstep: Class 24 contains 240650 members 
Mstep: Class 25 contains 14651 members 
Mstep: Class 26 contains 23967 members 
Mstep: Class 27 contains 22911 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 17069 members 
Mstep: Class 30 contains 3383 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 4084 members 
Mstep: Class 33 contains 228899 members 
Mstep: Class 34 contains 41310 members 
Mstep: Class 35 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153872.000000 Penalty: 124097.632812
Iteration 127Q: 36 clusters Score -1.571539e+08 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 15079 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 9842 members 
Mstep: Class 6 contains 10564 members 
Mstep: Class 7 contains 162343 members 
Mstep: Class 8 contains 12806 members 
Mstep: Class 9 contains 24054 members 
Mstep: Class 10 contains 47178 members 
Mstep: Class 11 contains 42564 members 
Mstep: Class 12 contains 35450 members 
Mstep: Class 13 contains 63657 members 
Mstep: Class 14 contains 16545 members 
Mstep: Class 15 contains 15498 members 
Mstep: Class 16 contains 60199 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 19 contains 233163 members 
Mstep: Class 20 contains 39243 members 
Mstep: Class 21 contains 8372 members 
Mstep: Class 22 contains 186804 members 
Mstep: Class 23 contains 15693 members 
Mstep: Class 24 contains 240368 members 
Mstep: Class 25 contains 14651 members 
Mstep: Class 26 contains 23895 members 
Mstep: Class 27 contains 22494 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 17065 members 
Mstep: Class 30 contains 3390 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 4085 members 
Mstep: Class 33 contains 228047 members 
Mstep: Class 34 contains 41401 members 
Mstep: Class 35 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157154512.000000 Penalty: 124097.632812
Iteration 128Q: 36 clusters Score -1.571545e+08 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 15004 members 
Mstep: Class 4 contains 2531 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 10561 members 
Mstep: Class 7 contains 162483 members 
Mstep: Class 8 contains 12798 members 
Mstep: Class 9 contains 24053 members 
Mstep: Class 10 contains 47184 members 
Mstep: Class 11 contains 42568 members 
Mstep: Class 12 contains 35444 members 
Mstep: Class 13 contains 63789 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 61230 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 233111 members 
Mstep: Class 20 contains 39244 members 
Mstep: Class 21 contains 8374 members 
Mstep: Class 22 contains 186992 members 
Mstep: Class 23 contains 15681 members 
Mstep: Class 24 contains 240112 members 
Mstep: Class 25 contains 14650 members 
Mstep: Class 26 contains 23835 members 
Mstep: Class 27 contains 22137 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17062 members 
Mstep: Class 30 contains 3397 members 
Mstep: Class 31 contains 1607 members 
Mstep: Class 32 contains 4085 members 
Mstep: Class 33 contains 227244 members 
Mstep: Class 34 contains 41478 members 
Mstep: Class 35 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157154752.000000 Penalty: 124097.632812
Iteration 129Q: 36 clusters Score -1.571548e+08 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 14942 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 9833 members 
Mstep: Class 6 contains 10563 members 
Mstep: Class 7 contains 162602 members 
Mstep: Class 8 contains 12789 members 
Mstep: Class 9 contains 24053 members 
Mstep: Class 10 contains 47195 members 
Mstep: Class 11 contains 42574 members 
Mstep: Class 12 contains 35435 members 
Mstep: Class 13 contains 63907 members 
Mstep: Class 14 contains 16561 members 
Mstep: Class 15 contains 15408 members 
Mstep: Class 16 contains 62157 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 233047 members 
Mstep: Class 20 contains 39259 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 187210 members 
Mstep: Class 23 contains 15669 members 
Mstep: Class 24 contains 239868 members 
Mstep: Class 25 contains 14650 members 
Mstep: Class 26 contains 23790 members 
Mstep: Class 27 contains 21859 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17058 members 
Mstep: Class 30 contains 3406 members 
Mstep: Class 31 contains 1607 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 226458 members 
Mstep: Class 34 contains 41557 members 
Mstep: Class 35 contains 1460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155008.000000 Penalty: 124097.632812
Iteration 130Q: 36 clusters Score -1.57155e+08 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 14880 members 
Mstep: Class 4 contains 2539 members 
Mstep: Class 5 contains 9833 members 
Mstep: Class 6 contains 10561 members 
Mstep: Class 7 contains 162700 members 
Mstep: Class 8 contains 12780 members 
Mstep: Class 9 contains 24047 members 
Mstep: Class 10 contains 47192 members 
Mstep: Class 11 contains 42578 members 
Mstep: Class 12 contains 35431 members 
Mstep: Class 13 contains 64019 members 
Mstep: Class 14 contains 16572 members 
Mstep: Class 15 contains 15365 members 
Mstep: Class 16 contains 62960 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 1719 members 
Mstep: Class 19 contains 233011 members 
Mstep: Class 20 contains 39259 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 187412 members 
Mstep: Class 23 contains 15661 members 
Mstep: Class 24 contains 239654 members 
Mstep: Class 25 contains 14650 members 
Mstep: Class 26 contains 23758 members 
Mstep: Class 27 contains 21622 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17059 members 
Mstep: Class 30 contains 3406 members 
Mstep: Class 31 contains 1607 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 225735 members 
Mstep: Class 34 contains 41658 members 
Mstep: Class 35 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155184.000000 Penalty: 124097.632812
Iteration 131Q: 36 clusters Score -1.571552e+08 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 14842 members 
Mstep: Class 4 contains 2544 members 
Mstep: Class 5 contains 9829 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 162785 members 
Mstep: Class 8 contains 12773 members 
Mstep: Class 9 contains 24036 members 
Mstep: Class 10 contains 47194 members 
Mstep: Class 11 contains 42583 members 
Mstep: Class 12 contains 35429 members 
Mstep: Class 13 contains 64136 members 
Mstep: Class 14 contains 16589 members 
Mstep: Class 15 contains 15321 members 
Mstep: Class 16 contains 63672 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 1697 members 
Mstep: Class 19 contains 232992 members 
Mstep: Class 20 contains 39256 members 
Mstep: Class 21 contains 8368 members 
Mstep: Class 22 contains 187601 members 
Mstep: Class 23 contains 15654 members 
Mstep: Class 24 contains 239418 members 
Mstep: Class 25 contains 14650 members 
Mstep: Class 26 contains 23729 members 
Mstep: Class 27 contains 21424 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17058 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 1607 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 225057 members 
Mstep: Class 34 contains 41747 members 
Mstep: Class 35 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155824.000000 Penalty: 124097.632812
Iteration 132Q: 36 clusters Score -1.571558e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 14811 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 9826 members 
Mstep: Class 6 contains 10561 members 
Mstep: Class 7 contains 162880 members 
Mstep: Class 8 contains 12767 members 
Mstep: Class 9 contains 24033 members 
Mstep: Class 10 contains 47183 members 
Mstep: Class 11 contains 42590 members 
Mstep: Class 12 contains 35421 members 
Mstep: Class 13 contains 64225 members 
Mstep: Class 14 contains 16605 members 
Mstep: Class 15 contains 15283 members 
Mstep: Class 16 contains 64261 members 
Mstep: Class 17 contains 7379 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 232965 members 
Mstep: Class 20 contains 39263 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 187787 members 
Mstep: Class 23 contains 15653 members 
Mstep: Class 24 contains 239214 members 
Mstep: Class 25 contains 14650 members 
Mstep: Class 26 contains 23697 members 
Mstep: Class 27 contains 21232 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17057 members 
Mstep: Class 30 contains 3405 members 
Mstep: Class 31 contains 1607 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 224501 members 
Mstep: Class 34 contains 41836 members 
Mstep: Class 35 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155728.000000 Penalty: 124097.632812
Iteration 133Q: 36 clusters Score -1.571557e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 14766 members 
Mstep: Class 4 contains 2551 members 
Mstep: Class 5 contains 9830 members 
Mstep: Class 6 contains 10563 members 
Mstep: Class 7 contains 162964 members 
Mstep: Class 8 contains 12767 members 
Mstep: Class 9 contains 24026 members 
Mstep: Class 10 contains 47164 members 
Mstep: Class 11 contains 42590 members 
Mstep: Class 12 contains 35413 members 
Mstep: Class 13 contains 64306 members 
Mstep: Class 14 contains 16627 members 
Mstep: Class 15 contains 15259 members 
Mstep: Class 16 contains 64743 members 
Mstep: Class 17 contains 7406 members 
Mstep: Class 18 contains 1653 members 
Mstep: Class 19 contains 232963 members 
Mstep: Class 20 contains 39272 members 
Mstep: Class 21 contains 8380 members 
Mstep: Class 22 contains 187985 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 239025 members 
Mstep: Class 25 contains 14650 members 
Mstep: Class 26 contains 23681 members 
Mstep: Class 27 contains 21076 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17057 members 
Mstep: Class 30 contains 3404 members 
Mstep: Class 31 contains 1607 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 223983 members 
Mstep: Class 34 contains 41914 members 
Mstep: Class 35 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155888.000000 Penalty: 124097.632812
Iteration 134Q: 36 clusters Score -1.571559e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 14736 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 163038 members 
Mstep: Class 8 contains 12766 members 
Mstep: Class 9 contains 24016 members 
Mstep: Class 10 contains 47171 members 
Mstep: Class 11 contains 42598 members 
Mstep: Class 12 contains 35411 members 
Mstep: Class 13 contains 64359 members 
Mstep: Class 14 contains 16627 members 
Mstep: Class 15 contains 15248 members 
Mstep: Class 16 contains 65165 members 
Mstep: Class 17 contains 7427 members 
Mstep: Class 18 contains 1635 members 
Mstep: Class 19 contains 232957 members 
Mstep: Class 20 contains 39275 members 
Mstep: Class 21 contains 8378 members 
Mstep: Class 22 contains 188160 members 
Mstep: Class 23 contains 15649 members 
Mstep: Class 24 contains 238867 members 
Mstep: Class 25 contains 14650 members 
Mstep: Class 26 contains 23673 members 
Mstep: Class 27 contains 20952 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17056 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1607 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 223496 members 
Mstep: Class 34 contains 41982 members 
Mstep: Class 35 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156336.000000 Penalty: 124097.632812
Iteration 135Q: 36 clusters Score -1.571563e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 14711 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 9835 members 
Mstep: Class 6 contains 10564 members 
Mstep: Class 7 contains 163103 members 
Mstep: Class 8 contains 12761 members 
Mstep: Class 9 contains 24009 members 
Mstep: Class 10 contains 47188 members 
Mstep: Class 11 contains 42603 members 
Mstep: Class 12 contains 35411 members 
Mstep: Class 13 contains 64400 members 
Mstep: Class 14 contains 16632 members 
Mstep: Class 15 contains 15229 members 
Mstep: Class 16 contains 65566 members 
Mstep: Class 17 contains 7450 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 232948 members 
Mstep: Class 20 contains 39283 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 188324 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 238708 members 
Mstep: Class 25 contains 14651 members 
Mstep: Class 26 contains 23661 members 
Mstep: Class 27 contains 20848 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17057 members 
Mstep: Class 30 contains 3402 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 223062 members 
Mstep: Class 34 contains 42035 members 
Mstep: Class 35 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156080.000000 Penalty: 124097.632812
Iteration 136Q: 36 clusters Score -1.571561e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 14689 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 9835 members 
Mstep: Class 6 contains 10561 members 
Mstep: Class 7 contains 163139 members 
Mstep: Class 8 contains 12754 members 
Mstep: Class 9 contains 23997 members 
Mstep: Class 10 contains 47216 members 
Mstep: Class 11 contains 42606 members 
Mstep: Class 12 contains 35411 members 
Mstep: Class 13 contains 64447 members 
Mstep: Class 14 contains 16639 members 
Mstep: Class 15 contains 15221 members 
Mstep: Class 16 contains 65927 members 
Mstep: Class 17 contains 7465 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 232924 members 
Mstep: Class 20 contains 39300 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 188479 members 
Mstep: Class 23 contains 15645 members 
Mstep: Class 24 contains 238571 members 
Mstep: Class 25 contains 14652 members 
Mstep: Class 26 contains 23655 members 
Mstep: Class 27 contains 20737 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17058 members 
Mstep: Class 30 contains 3400 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 222678 members 
Mstep: Class 34 contains 42083 members 
Mstep: Class 35 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155952.000000 Penalty: 124097.632812
Iteration 137Q: 36 clusters Score -1.57156e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 14673 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 9835 members 
Mstep: Class 6 contains 10557 members 
Mstep: Class 7 contains 163164 members 
Mstep: Class 8 contains 12749 members 
Mstep: Class 9 contains 23989 members 
Mstep: Class 10 contains 47239 members 
Mstep: Class 11 contains 42610 members 
Mstep: Class 12 contains 35411 members 
Mstep: Class 13 contains 64488 members 
Mstep: Class 14 contains 16636 members 
Mstep: Class 15 contains 15210 members 
Mstep: Class 16 contains 66266 members 
Mstep: Class 17 contains 7482 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 232918 members 
Mstep: Class 20 contains 39312 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 188630 members 
Mstep: Class 23 contains 15643 members 
Mstep: Class 24 contains 238428 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23655 members 
Mstep: Class 27 contains 20613 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17058 members 
Mstep: Class 30 contains 3401 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 222360 members 
Mstep: Class 34 contains 42107 members 
Mstep: Class 35 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155808.000000 Penalty: 124097.632812
Iteration 138Q: 36 clusters Score -1.571558e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 9835 members 
Mstep: Class 6 contains 10556 members 
Mstep: Class 7 contains 163183 members 
Mstep: Class 8 contains 12744 members 
Mstep: Class 9 contains 23979 members 
Mstep: Class 10 contains 47255 members 
Mstep: Class 11 contains 42614 members 
Mstep: Class 12 contains 35408 members 
Mstep: Class 13 contains 64521 members 
Mstep: Class 14 contains 16641 members 
Mstep: Class 15 contains 15206 members 
Mstep: Class 16 contains 66573 members 
Mstep: Class 17 contains 7495 members 
Mstep: Class 18 contains 1566 members 
Mstep: Class 19 contains 232906 members 
Mstep: Class 20 contains 39318 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 188789 members 
Mstep: Class 23 contains 15642 members 
Mstep: Class 24 contains 238302 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23653 members 
Mstep: Class 27 contains 20516 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17058 members 
Mstep: Class 30 contains 3401 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 222034 members 
Mstep: Class 34 contains 42149 members 
Mstep: Class 35 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155760.000000 Penalty: 124097.632812
Iteration 139Q: 36 clusters Score -1.571558e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 14647 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 9835 members 
Mstep: Class 6 contains 10555 members 
Mstep: Class 7 contains 163212 members 
Mstep: Class 8 contains 12737 members 
Mstep: Class 9 contains 23974 members 
Mstep: Class 10 contains 47267 members 
Mstep: Class 11 contains 42622 members 
Mstep: Class 12 contains 35408 members 
Mstep: Class 13 contains 64551 members 
Mstep: Class 14 contains 16648 members 
Mstep: Class 15 contains 15203 members 
Mstep: Class 16 contains 66830 members 
Mstep: Class 17 contains 7502 members 
Mstep: Class 18 contains 1560 members 
Mstep: Class 19 contains 232897 members 
Mstep: Class 20 contains 39309 members 
Mstep: Class 21 contains 8378 members 
Mstep: Class 22 contains 188932 members 
Mstep: Class 23 contains 15639 members 
Mstep: Class 24 contains 238189 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23660 members 
Mstep: Class 27 contains 20442 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17058 members 
Mstep: Class 30 contains 3402 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 221731 members 
Mstep: Class 34 contains 42181 members 
Mstep: Class 35 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155936.000000 Penalty: 124097.632812
Iteration 140F: 36 clusters Score -1.571559e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 14649 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 9835 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 163241 members 
Mstep: Class 8 contains 12731 members 
Mstep: Class 9 contains 23969 members 
Mstep: Class 10 contains 47270 members 
Mstep: Class 11 contains 42628 members 
Mstep: Class 12 contains 35406 members 
Mstep: Class 13 contains 64573 members 
Mstep: Class 14 contains 16639 members 
Mstep: Class 15 contains 15201 members 
Mstep: Class 16 contains 67058 members 
Mstep: Class 17 contains 7511 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 232899 members 
Mstep: Class 20 contains 39306 members 
Mstep: Class 21 contains 8381 members 
Mstep: Class 22 contains 189045 members 
Mstep: Class 23 contains 15629 members 
Mstep: Class 24 contains 238074 members 
Mstep: Class 25 contains 14651 members 
Mstep: Class 26 contains 23659 members 
Mstep: Class 27 contains 20376 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17055 members 
Mstep: Class 30 contains 3395 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 221465 members 
Mstep: Class 34 contains 42227 members 
Mstep: Class 35 contains 1588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155696.000000 Penalty: 124097.632812
Iteration 141Q: 36 clusters Score -1.571557e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 9836 members 
Mstep: Class 6 contains 10554 members 
Mstep: Class 7 contains 163258 members 
Mstep: Class 8 contains 12730 members 
Mstep: Class 9 contains 23968 members 
Mstep: Class 10 contains 47296 members 
Mstep: Class 11 contains 42632 members 
Mstep: Class 12 contains 35402 members 
Mstep: Class 13 contains 64591 members 
Mstep: Class 14 contains 16619 members 
Mstep: Class 15 contains 15201 members 
Mstep: Class 16 contains 67270 members 
Mstep: Class 17 contains 7511 members 
Mstep: Class 18 contains 1542 members 
Mstep: Class 19 contains 232883 members 
Mstep: Class 20 contains 39303 members 
Mstep: Class 21 contains 8378 members 
Mstep: Class 22 contains 189128 members 
Mstep: Class 23 contains 15621 members 
Mstep: Class 24 contains 237982 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23653 members 
Mstep: Class 27 contains 20318 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17054 members 
Mstep: Class 30 contains 3391 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 221223 members 
Mstep: Class 34 contains 42271 members 
Mstep: Class 35 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155952.000000 Penalty: 124097.632812
Iteration 142Q: 36 clusters Score -1.57156e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 4 contains 2556 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 10557 members 
Mstep: Class 7 contains 163271 members 
Mstep: Class 8 contains 12726 members 
Mstep: Class 9 contains 23955 members 
Mstep: Class 10 contains 47311 members 
Mstep: Class 11 contains 42636 members 
Mstep: Class 12 contains 35398 members 
Mstep: Class 13 contains 64608 members 
Mstep: Class 14 contains 16596 members 
Mstep: Class 15 contains 15202 members 
Mstep: Class 16 contains 67489 members 
Mstep: Class 17 contains 7512 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 232872 members 
Mstep: Class 20 contains 39304 members 
Mstep: Class 21 contains 8376 members 
Mstep: Class 22 contains 189208 members 
Mstep: Class 23 contains 15610 members 
Mstep: Class 24 contains 237903 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23656 members 
Mstep: Class 27 contains 20266 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17053 members 
Mstep: Class 30 contains 3385 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 220973 members 
Mstep: Class 34 contains 42304 members 
Mstep: Class 35 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156048.000000 Penalty: 124097.632812
Iteration 143Q: 36 clusters Score -1.57156e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 14653 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 10554 members 
Mstep: Class 7 contains 163281 members 
Mstep: Class 8 contains 12724 members 
Mstep: Class 9 contains 23943 members 
Mstep: Class 10 contains 47320 members 
Mstep: Class 11 contains 42637 members 
Mstep: Class 12 contains 35396 members 
Mstep: Class 13 contains 64621 members 
Mstep: Class 14 contains 16570 members 
Mstep: Class 15 contains 15198 members 
Mstep: Class 16 contains 67688 members 
Mstep: Class 17 contains 7516 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 232884 members 
Mstep: Class 20 contains 39312 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 189273 members 
Mstep: Class 23 contains 15602 members 
Mstep: Class 24 contains 237815 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23662 members 
Mstep: Class 27 contains 20209 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17052 members 
Mstep: Class 30 contains 3388 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 220762 members 
Mstep: Class 34 contains 42336 members 
Mstep: Class 35 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156304.000000 Penalty: 124097.632812
Iteration 144Q: 36 clusters Score -1.571563e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 14655 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10547 members 
Mstep: Class 7 contains 163298 members 
Mstep: Class 8 contains 12724 members 
Mstep: Class 9 contains 23934 members 
Mstep: Class 10 contains 47327 members 
Mstep: Class 11 contains 42636 members 
Mstep: Class 12 contains 35393 members 
Mstep: Class 13 contains 64643 members 
Mstep: Class 14 contains 16562 members 
Mstep: Class 15 contains 15200 members 
Mstep: Class 16 contains 67861 members 
Mstep: Class 17 contains 7519 members 
Mstep: Class 18 contains 1527 members 
Mstep: Class 19 contains 232879 members 
Mstep: Class 20 contains 39305 members 
Mstep: Class 21 contains 8374 members 
Mstep: Class 22 contains 189326 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 237754 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23667 members 
Mstep: Class 27 contains 20172 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17051 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 220537 members 
Mstep: Class 34 contains 42366 members 
Mstep: Class 35 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156208.000000 Penalty: 124097.632812
Iteration 145Q: 36 clusters Score -1.571562e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 14653 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 9841 members 
Mstep: Class 6 contains 10542 members 
Mstep: Class 7 contains 163327 members 
Mstep: Class 8 contains 12722 members 
Mstep: Class 9 contains 23928 members 
Mstep: Class 10 contains 47339 members 
Mstep: Class 11 contains 42635 members 
Mstep: Class 12 contains 35392 members 
Mstep: Class 13 contains 64666 members 
Mstep: Class 14 contains 16553 members 
Mstep: Class 15 contains 15202 members 
Mstep: Class 16 contains 67995 members 
Mstep: Class 17 contains 7522 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 232873 members 
Mstep: Class 20 contains 39298 members 
Mstep: Class 21 contains 8378 members 
Mstep: Class 22 contains 189384 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 237709 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23674 members 
Mstep: Class 27 contains 20141 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 17049 members 
Mstep: Class 30 contains 3380 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 220327 members 
Mstep: Class 34 contains 42389 members 
Mstep: Class 35 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156288.000000 Penalty: 124097.632812
Iteration 146Q: 36 clusters Score -1.571563e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 14649 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10541 members 
Mstep: Class 7 contains 163350 members 
Mstep: Class 8 contains 12719 members 
Mstep: Class 9 contains 23926 members 
Mstep: Class 10 contains 47360 members 
Mstep: Class 11 contains 42638 members 
Mstep: Class 12 contains 35390 members 
Mstep: Class 13 contains 64679 members 
Mstep: Class 14 contains 16553 members 
Mstep: Class 15 contains 15202 members 
Mstep: Class 16 contains 68125 members 
Mstep: Class 17 contains 7524 members 
Mstep: Class 18 contains 1520 members 
Mstep: Class 19 contains 232856 members 
Mstep: Class 20 contains 39296 members 
Mstep: Class 21 contains 8378 members 
Mstep: Class 22 contains 189441 members 
Mstep: Class 23 contains 15593 members 
Mstep: Class 24 contains 237673 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23682 members 
Mstep: Class 27 contains 20113 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 17050 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 220124 members 
Mstep: Class 34 contains 42409 members 
Mstep: Class 35 contains 1839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156384.000000 Penalty: 124097.632812
Iteration 147Q: 36 clusters Score -1.571564e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 14649 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 9845 members 
Mstep: Class 6 contains 10543 members 
Mstep: Class 7 contains 163375 members 
Mstep: Class 8 contains 12716 members 
Mstep: Class 9 contains 23930 members 
Mstep: Class 10 contains 47366 members 
Mstep: Class 11 contains 42637 members 
Mstep: Class 12 contains 35388 members 
Mstep: Class 13 contains 64688 members 
Mstep: Class 14 contains 16556 members 
Mstep: Class 15 contains 15197 members 
Mstep: Class 16 contains 68254 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 232839 members 
Mstep: Class 20 contains 39291 members 
Mstep: Class 21 contains 8376 members 
Mstep: Class 22 contains 189500 members 
Mstep: Class 23 contains 15588 members 
Mstep: Class 24 contains 237633 members 
Mstep: Class 25 contains 14655 members 
Mstep: Class 26 contains 23687 members 
Mstep: Class 27 contains 20082 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 17050 members 
Mstep: Class 30 contains 3383 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 219952 members 
Mstep: Class 34 contains 42430 members 
Mstep: Class 35 contains 1855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156432.000000 Penalty: 124097.632812
Iteration 148Q: 36 clusters Score -1.571564e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 14647 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10543 members 
Mstep: Class 7 contains 163396 members 
Mstep: Class 8 contains 12712 members 
Mstep: Class 9 contains 23929 members 
Mstep: Class 10 contains 47372 members 
Mstep: Class 11 contains 42636 members 
Mstep: Class 12 contains 35389 members 
Mstep: Class 13 contains 64697 members 
Mstep: Class 14 contains 16557 members 
Mstep: Class 15 contains 15197 members 
Mstep: Class 16 contains 68373 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 232826 members 
Mstep: Class 20 contains 39295 members 
Mstep: Class 21 contains 8374 members 
Mstep: Class 22 contains 189556 members 
Mstep: Class 23 contains 15588 members 
Mstep: Class 24 contains 237589 members 
Mstep: Class 25 contains 14655 members 
Mstep: Class 26 contains 23692 members 
Mstep: Class 27 contains 20059 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 17050 members 
Mstep: Class 30 contains 3382 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 219793 members 
Mstep: Class 34 contains 42444 members 
Mstep: Class 35 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156176.000000 Penalty: 124097.632812
Iteration 149Q: 36 clusters Score -1.571562e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 14653 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 9842 members 
Mstep: Class 6 contains 10542 members 
Mstep: Class 7 contains 163408 members 
Mstep: Class 8 contains 12711 members 
Mstep: Class 9 contains 23925 members 
Mstep: Class 10 contains 47375 members 
Mstep: Class 11 contains 42635 members 
Mstep: Class 12 contains 35389 members 
Mstep: Class 13 contains 64707 members 
Mstep: Class 14 contains 16556 members 
Mstep: Class 15 contains 15197 members 
Mstep: Class 16 contains 68466 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 1513 members 
Mstep: Class 19 contains 232819 members 
Mstep: Class 20 contains 39289 members 
Mstep: Class 21 contains 8374 members 
Mstep: Class 22 contains 189607 members 
Mstep: Class 23 contains 15589 members 
Mstep: Class 24 contains 237543 members 
Mstep: Class 25 contains 14656 members 
Mstep: Class 26 contains 23697 members 
Mstep: Class 27 contains 20036 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 17051 members 
Mstep: Class 30 contains 3382 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 219665 members 
Mstep: Class 34 contains 42463 members 
Mstep: Class 35 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156192.000000 Penalty: 124097.632812
Iteration 150Q: 36 clusters Score -1.571562e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 9842 members 
Mstep: Class 6 contains 10543 members 
Mstep: Class 7 contains 163407 members 
Mstep: Class 8 contains 12708 members 
Mstep: Class 9 contains 23926 members 
Mstep: Class 10 contains 47386 members 
Mstep: Class 11 contains 42636 members 
Mstep: Class 12 contains 35390 members 
Mstep: Class 13 contains 64724 members 
Mstep: Class 14 contains 16558 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 68552 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 1512 members 
Mstep: Class 19 contains 232811 members 
Mstep: Class 20 contains 39281 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 189668 members 
Mstep: Class 23 contains 15588 members 
Mstep: Class 24 contains 237497 members 
Mstep: Class 25 contains 14655 members 
Mstep: Class 26 contains 23697 members 
Mstep: Class 27 contains 20012 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 17052 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 219543 members 
Mstep: Class 34 contains 42481 members 
Mstep: Class 35 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156256.000000 Penalty: 124097.632812
Iteration 151Q: 36 clusters Score -1.571563e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10543 members 
Mstep: Class 7 contains 163405 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 23927 members 
Mstep: Class 10 contains 47391 members 
Mstep: Class 11 contains 42637 members 
Mstep: Class 12 contains 35390 members 
Mstep: Class 13 contains 64737 members 
Mstep: Class 14 contains 16561 members 
Mstep: Class 15 contains 15194 members 
Mstep: Class 16 contains 68631 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 1509 members 
Mstep: Class 19 contains 232813 members 
Mstep: Class 20 contains 39272 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 189722 members 
Mstep: Class 23 contains 15587 members 
Mstep: Class 24 contains 237468 members 
Mstep: Class 25 contains 14655 members 
Mstep: Class 26 contains 23700 members 
Mstep: Class 27 contains 19987 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 17051 members 
Mstep: Class 30 contains 3378 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 219440 members 
Mstep: Class 34 contains 42485 members 
Mstep: Class 35 contains 1913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156288.000000 Penalty: 124097.632812
Iteration 152Q: 36 clusters Score -1.571563e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 14653 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 10544 members 
Mstep: Class 7 contains 163406 members 
Mstep: Class 8 contains 12706 members 
Mstep: Class 9 contains 23932 members 
Mstep: Class 10 contains 47395 members 
Mstep: Class 11 contains 42637 members 
Mstep: Class 12 contains 35389 members 
Mstep: Class 13 contains 64742 members 
Mstep: Class 14 contains 16562 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 68701 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 1506 members 
Mstep: Class 19 contains 232809 members 
Mstep: Class 20 contains 39263 members 
Mstep: Class 21 contains 8370 members 
Mstep: Class 22 contains 189769 members 
Mstep: Class 23 contains 15586 members 
Mstep: Class 24 contains 237430 members 
Mstep: Class 25 contains 14655 members 
Mstep: Class 26 contains 23707 members 
Mstep: Class 27 contains 19970 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17053 members 
Mstep: Class 30 contains 3378 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 219357 members 
Mstep: Class 34 contains 42498 members 
Mstep: Class 35 contains 1921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156224.000000 Penalty: 124097.632812
Iteration 153Q: 36 clusters Score -1.571562e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14651 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 10545 members 
Mstep: Class 7 contains 163403 members 
Mstep: Class 8 contains 12703 members 
Mstep: Class 9 contains 23937 members 
Mstep: Class 10 contains 47388 members 
Mstep: Class 11 contains 42640 members 
Mstep: Class 12 contains 35388 members 
Mstep: Class 13 contains 64745 members 
Mstep: Class 14 contains 16565 members 
Mstep: Class 15 contains 15190 members 
Mstep: Class 16 contains 68758 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 1503 members 
Mstep: Class 19 contains 232799 members 
Mstep: Class 20 contains 39256 members 
Mstep: Class 21 contains 8367 members 
Mstep: Class 22 contains 189832 members 
Mstep: Class 23 contains 15586 members 
Mstep: Class 24 contains 237397 members 
Mstep: Class 25 contains 14655 members 
Mstep: Class 26 contains 23714 members 
Mstep: Class 27 contains 19955 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 17053 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 219293 members 
Mstep: Class 34 contains 42505 members 
Mstep: Class 35 contains 1926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156208.000000 Penalty: 124097.632812
Iteration 154Q: 36 clusters Score -1.571562e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 14645 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 10543 members 
Mstep: Class 7 contains 163400 members 
Mstep: Class 8 contains 12703 members 
Mstep: Class 9 contains 23940 members 
Mstep: Class 10 contains 47385 members 
Mstep: Class 11 contains 42641 members 
Mstep: Class 12 contains 35387 members 
Mstep: Class 13 contains 64753 members 
Mstep: Class 14 contains 16564 members 
Mstep: Class 15 contains 15187 members 
Mstep: Class 16 contains 68816 members 
Mstep: Class 17 contains 7527 members 
Mstep: Class 18 contains 1501 members 
Mstep: Class 19 contains 232788 members 
Mstep: Class 20 contains 39252 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 189878 members 
Mstep: Class 23 contains 15583 members 
Mstep: Class 24 contains 237371 members 
Mstep: Class 25 contains 14656 members 
Mstep: Class 26 contains 23719 members 
Mstep: Class 27 contains 19943 members 
Mstep: Class 28 contains 2085 members 
Mstep: Class 29 contains 17052 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 219233 members 
Mstep: Class 34 contains 42513 members 
Mstep: Class 35 contains 1935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156272.000000 Penalty: 124097.632812
Iteration 155Q: 36 clusters Score -1.571563e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 14642 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 10542 members 
Mstep: Class 7 contains 163399 members 
Mstep: Class 8 contains 12702 members 
Mstep: Class 9 contains 23941 members 
Mstep: Class 10 contains 47385 members 
Mstep: Class 11 contains 42644 members 
Mstep: Class 12 contains 35387 members 
Mstep: Class 13 contains 64756 members 
Mstep: Class 14 contains 16562 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 68859 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 1499 members 
Mstep: Class 19 contains 232777 members 
Mstep: Class 20 contains 39257 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 189905 members 
Mstep: Class 23 contains 15577 members 
Mstep: Class 24 contains 237344 members 
Mstep: Class 25 contains 14655 members 
Mstep: Class 26 contains 23724 members 
Mstep: Class 27 contains 19936 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17052 members 
Mstep: Class 30 contains 3377 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 219188 members 
Mstep: Class 34 contains 42527 members 
Mstep: Class 35 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156288.000000 Penalty: 124097.632812
Iteration 156Q: 36 clusters Score -1.571563e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14640 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10543 members 
Mstep: Class 7 contains 163389 members 
Mstep: Class 8 contains 12701 members 
Mstep: Class 9 contains 23941 members 
Mstep: Class 10 contains 47387 members 
Mstep: Class 11 contains 42646 members 
Mstep: Class 12 contains 35386 members 
Mstep: Class 13 contains 64760 members 
Mstep: Class 14 contains 16559 members 
Mstep: Class 15 contains 15184 members 
Mstep: Class 16 contains 68894 members 
Mstep: Class 17 contains 7527 members 
Mstep: Class 18 contains 1496 members 
Mstep: Class 19 contains 232765 members 
Mstep: Class 20 contains 39255 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 189931 members 
Mstep: Class 23 contains 15576 members 
Mstep: Class 24 contains 237325 members 
Mstep: Class 25 contains 14655 members 
Mstep: Class 26 contains 23727 members 
Mstep: Class 27 contains 19929 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17052 members 
Mstep: Class 30 contains 3376 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 219150 members 
Mstep: Class 34 contains 42541 members 
Mstep: Class 35 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156240.000000 Penalty: 124097.632812
Iteration 157Q: 36 clusters Score -1.571562e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14634 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10543 members 
Mstep: Class 7 contains 163387 members 
Mstep: Class 8 contains 12701 members 
Mstep: Class 9 contains 23941 members 
Mstep: Class 10 contains 47384 members 
Mstep: Class 11 contains 42646 members 
Mstep: Class 12 contains 35384 members 
Mstep: Class 13 contains 64766 members 
Mstep: Class 14 contains 16555 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 68932 members 
Mstep: Class 17 contains 7527 members 
Mstep: Class 18 contains 1495 members 
Mstep: Class 19 contains 232754 members 
Mstep: Class 20 contains 39254 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 189957 members 
Mstep: Class 23 contains 15575 members 
Mstep: Class 24 contains 237308 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23734 members 
Mstep: Class 27 contains 19919 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17049 members 
Mstep: Class 30 contains 3376 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 219109 members 
Mstep: Class 34 contains 42549 members 
Mstep: Class 35 contains 1971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156176.000000 Penalty: 124097.632812
Iteration 158Q: 36 clusters Score -1.571562e+08 nChanged 180
Entering ConstructFrom: 
Score: -157156176.000000 Penalty: 124097.632812
Entering ConstructFrom: 
Trying to split cluster 1 (4967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Entering Unmasked Estep 
Score: -474944.968750 Penalty: 2110.621826
	Iteration 0F: 2 clusters Score -474945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -470476.656250 Penalty: 4221.243652
	Iteration 0F: 3 clusters Score -470476.7 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -471624.687500 Penalty: 4221.243652
	Iteration 1F: 3 clusters Score -471624.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -471923.093750 Penalty: 4221.243652
	Iteration 2F: 3 clusters Score -471923.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -472230.562500 Penalty: 4221.243652
	Iteration 3F: 3 clusters Score -472230.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -472488.281250 Penalty: 4221.243652
	Iteration 4F: 3 clusters Score -472488.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -472700.218750 Penalty: 4221.243652
	Iteration 5F: 3 clusters Score -472700.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -472884.093750 Penalty: 4221.243652
	Iteration 6Q: 3 clusters Score -472884.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -473069.156250 Penalty: 4221.243652
	Iteration 7Q: 3 clusters Score -473069.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -473239.093750 Penalty: 4221.243652
	Iteration 8Q: 3 clusters Score -473239.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -473391.968750 Penalty: 4221.243652
	Iteration 9Q: 3 clusters Score -473392 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -473537.218750 Penalty: 4221.243652
	Iteration 10Q: 3 clusters Score -473537.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -473637.500000 Penalty: 4221.243652
	Iteration 11Q: 3 clusters Score -473637.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -473710.218750 Penalty: 4221.243652
	Iteration 12Q: 3 clusters Score -473710.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -473778.281250 Penalty: 4221.243652
	Iteration 13Q: 3 clusters Score -473778.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -473839.312500 Penalty: 4221.243652
	Iteration 14Q: 3 clusters Score -473839.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -473875.468750 Penalty: 4221.243652
	Iteration 15Q: 3 clusters Score -473875.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -473897.000000 Penalty: 4221.243652
	Iteration 16Q: 3 clusters Score -473897 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -473914.281250 Penalty: 4221.243652
	Iteration 17Q: 3 clusters Score -473914.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -473926.062500 Penalty: 4221.243652
	Iteration 18Q: 3 clusters Score -473926.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -473931.937500 Penalty: 4221.243652
	Iteration 19Q: 3 clusters Score -473931.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -473941.625000 Penalty: 4221.243652
	Iteration 20F: 3 clusters Score -473941.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -473944.968750 Penalty: 4221.243652
	Iteration 21Q: 3 clusters Score -473945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -473951.406250 Penalty: 4221.243652
	Iteration 22Q: 3 clusters Score -473951.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -473957.656250 Penalty: 4221.243652
	Iteration 23Q: 3 clusters Score -473957.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -473964.312500 Penalty: 4221.243652
	Iteration 24Q: 3 clusters Score -473964.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -473973.875000 Penalty: 4221.243652
	Iteration 25Q: 3 clusters Score -473973.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -473980.218750 Penalty: 4221.243652
	Iteration 26Q: 3 clusters Score -473980.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -473991.125000 Penalty: 4221.243652
	Iteration 27Q: 3 clusters Score -473991.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -474000.437500 Penalty: 4221.243652
	Iteration 28Q: 3 clusters Score -474000.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -474006.500000 Penalty: 4221.243652
	Iteration 29Q: 3 clusters Score -474006.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -474011.750000 Penalty: 4221.243652
	Iteration 30Q: 3 clusters Score -474011.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -474016.250000 Penalty: 4221.243652
	Iteration 31Q: 3 clusters Score -474016.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -474021.968750 Penalty: 4221.243652
	Iteration 32Q: 3 clusters Score -474022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -474024.656250 Penalty: 4221.243652
	Iteration 33Q: 3 clusters Score -474024.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -474027.468750 Penalty: 4221.243652
	Iteration 34Q: 3 clusters Score -474027.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -474032.906250 Penalty: 4221.243652
	Iteration 35Q: 3 clusters Score -474032.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -474035.062500 Penalty: 4221.243652
	Iteration 36Q: 3 clusters Score -474035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -474036.281250 Penalty: 4221.243652
	Iteration 37Q: 3 clusters Score -474036.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -474039.093750 Penalty: 4221.243652
	Iteration 38Q: 3 clusters Score -474039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -474040.906250 Penalty: 4221.243652
	Iteration 39Q: 3 clusters Score -474040.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -474043.750000 Penalty: 4221.243652
	Iteration 40F: 3 clusters Score -474043.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -474045.781250 Penalty: 4221.243652
	Iteration 41Q: 3 clusters Score -474045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -474046.968750 Penalty: 4221.243652
	Iteration 42Q: 3 clusters Score -474047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -474047.656250 Penalty: 4221.243652
	Iteration 43Q: 3 clusters Score -474047.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -474048.968750 Penalty: 4221.243652
	Iteration 44Q: 3 clusters Score -474049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -474049.812500 Penalty: 4221.243652
	Iteration 45Q: 3 clusters Score -474049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -474049.968750 Penalty: 4221.243652
	Iteration 46Q: 3 clusters Score -474050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -474050.156250 Penalty: 4221.243652
	Iteration 47Q: 3 clusters Score -474050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -474050.406250 Penalty: 4221.243652
	Iteration 48Q: 3 clusters Score -474050.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -474051.500000 Penalty: 4221.243652
	Iteration 49Q: 3 clusters Score -474051.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -474051.500000 Penalty: 4221.243652
	Iteration 50F: 3 clusters Score -474051.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -260091.781250 Penalty: 1950.185547
	Iteration 0F: 2 clusters Score -260091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -257073.703125 Penalty: 3900.371094
	Iteration 0F: 3 clusters Score -257073.7 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -257659.890625 Penalty: 3900.371094
	Iteration 1F: 3 clusters Score -257659.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -257805.312500 Penalty: 3900.371094
	Iteration 2F: 3 clusters Score -257805.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -257872.250000 Penalty: 3900.371094
	Iteration 3Q: 3 clusters Score -257872.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -257912.703125 Penalty: 3900.371094
	Iteration 4Q: 3 clusters Score -257912.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -257949.203125 Penalty: 3900.371094
	Iteration 5Q: 3 clusters Score -257949.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -257980.187500 Penalty: 3900.371094
	Iteration 6Q: 3 clusters Score -257980.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -258005.875000 Penalty: 3900.371094
	Iteration 7Q: 3 clusters Score -258005.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -258027.609375 Penalty: 3900.371094
	Iteration 8Q: 3 clusters Score -258027.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -258048.921875 Penalty: 3900.371094
	Iteration 9Q: 3 clusters Score -258048.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -258061.437500 Penalty: 3900.371094
	Iteration 10Q: 3 clusters Score -258061.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -258076.765625 Penalty: 3900.371094
	Iteration 11Q: 3 clusters Score -258076.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -258098.625000 Penalty: 3900.371094
	Iteration 12Q: 3 clusters Score -258098.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -258116.578125 Penalty: 3900.371094
	Iteration 13Q: 3 clusters Score -258116.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -258132.265625 Penalty: 3900.371094
	Iteration 14Q: 3 clusters Score -258132.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -258145.406250 Penalty: 3900.371094
	Iteration 15Q: 3 clusters Score -258145.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -258154.937500 Penalty: 3900.371094
	Iteration 16Q: 3 clusters Score -258154.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -258161.359375 Penalty: 3900.371094
	Iteration 17Q: 3 clusters Score -258161.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -258171.937500 Penalty: 3900.371094
	Iteration 18Q: 3 clusters Score -258171.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -258182.750000 Penalty: 3900.371094
	Iteration 19Q: 3 clusters Score -258182.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -258198.046875 Penalty: 3900.371094
	Iteration 20F: 3 clusters Score -258198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -258217.671875 Penalty: 3900.371094
	Iteration 21Q: 3 clusters Score -258217.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -258235.156250 Penalty: 3900.371094
	Iteration 22Q: 3 clusters Score -258235.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -258250.546875 Penalty: 3900.371094
	Iteration 23Q: 3 clusters Score -258250.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -258263.281250 Penalty: 3900.371094
	Iteration 24Q: 3 clusters Score -258263.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -258272.000000 Penalty: 3900.371094
	Iteration 25Q: 3 clusters Score -258272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -258276.593750 Penalty: 3900.371094
	Iteration 26Q: 3 clusters Score -258276.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -258281.109375 Penalty: 3900.371094
	Iteration 27Q: 3 clusters Score -258281.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -258286.171875 Penalty: 3900.371094
	Iteration 28Q: 3 clusters Score -258286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -258290.046875 Penalty: 3900.371094
	Iteration 29Q: 3 clusters Score -258290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -258294.359375 Penalty: 3900.371094
	Iteration 30Q: 3 clusters Score -258294.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -258300.812500 Penalty: 3900.371094
	Iteration 31Q: 3 clusters Score -258300.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -258306.531250 Penalty: 3900.371094
	Iteration 32Q: 3 clusters Score -258306.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -258316.062500 Penalty: 3900.371094
	Iteration 33Q: 3 clusters Score -258316.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -258321.312500 Penalty: 3900.371094
	Iteration 34Q: 3 clusters Score -258321.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -258323.531250 Penalty: 3900.371094
	Iteration 35Q: 3 clusters Score -258323.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -258326.390625 Penalty: 3900.371094
	Iteration 36Q: 3 clusters Score -258326.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -258330.328125 Penalty: 3900.371094
	Iteration 37Q: 3 clusters Score -258330.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -258336.328125 Penalty: 3900.371094
	Iteration 38Q: 3 clusters Score -258336.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -258340.750000 Penalty: 3900.371094
	Iteration 39Q: 3 clusters Score -258340.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -258341.546875 Penalty: 3900.371094
	Iteration 40F: 3 clusters Score -258341.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -258342.640625 Penalty: 3900.371094
	Iteration 41Q: 3 clusters Score -258342.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -258344.562500 Penalty: 3900.371094
	Iteration 42Q: 3 clusters Score -258344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -258344.812500 Penalty: 3900.371094
	Iteration 43Q: 3 clusters Score -258344.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -258344.812500 Penalty: 3900.371094
	Iteration 44F: 3 clusters Score -258344.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Entering Unmasked Estep 
Score: -1502697.000000 Penalty: 2378.474854
	Iteration 0F: 2 clusters Score -1502697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1492058.625000 Penalty: 4756.949707
	Iteration 0F: 3 clusters Score -1492059 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1495312.250000 Penalty: 4756.949707
	Iteration 1F: 3 clusters Score -1495312 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1495593.875000 Penalty: 4756.949707
	Iteration 2F: 3 clusters Score -1495594 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1495807.375000 Penalty: 4756.949707
	Iteration 3Q: 3 clusters Score -1495807 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1496042.125000 Penalty: 4756.949707
	Iteration 4Q: 3 clusters Score -1496042 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1496273.500000 Penalty: 4756.949707
	Iteration 5Q: 3 clusters Score -1496274 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1496522.625000 Penalty: 4756.949707
	Iteration 6Q: 3 clusters Score -1496523 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1496769.375000 Penalty: 4756.949707
	Iteration 7Q: 3 clusters Score -1496769 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1497021.500000 Penalty: 4756.949707
	Iteration 8Q: 3 clusters Score -1497022 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1497261.875000 Penalty: 4756.949707
	Iteration 9Q: 3 clusters Score -1497262 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1497498.125000 Penalty: 4756.949707
	Iteration 10Q: 3 clusters Score -1497498 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1497756.875000 Penalty: 4756.949707
	Iteration 11Q: 3 clusters Score -1497757 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1497986.000000 Penalty: 4756.949707
	Iteration 12Q: 3 clusters Score -1497986 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1498217.750000 Penalty: 4756.949707
	Iteration 13Q: 3 clusters Score -1498218 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1498438.250000 Penalty: 4756.949707
	Iteration 14Q: 3 clusters Score -1498438 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1498651.375000 Penalty: 4756.949707
	Iteration 15Q: 3 clusters Score -1498651 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1498836.000000 Penalty: 4756.949707
	Iteration 16Q: 3 clusters Score -1498836 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1498974.625000 Penalty: 4756.949707
	Iteration 17Q: 3 clusters Score -1498975 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1499085.250000 Penalty: 4756.949707
	Iteration 18Q: 3 clusters Score -1499085 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1499173.750000 Penalty: 4756.949707
	Iteration 19Q: 3 clusters Score -1499174 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1499250.500000 Penalty: 4756.949707
	Iteration 20F: 3 clusters Score -1499250 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1499296.375000 Penalty: 4756.949707
	Iteration 21Q: 3 clusters Score -1499296 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1499341.875000 Penalty: 4756.949707
	Iteration 22Q: 3 clusters Score -1499342 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1499366.625000 Penalty: 4756.949707
	Iteration 23Q: 3 clusters Score -1499367 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1499394.250000 Penalty: 4756.949707
	Iteration 24Q: 3 clusters Score -1499394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1499410.250000 Penalty: 4756.949707
	Iteration 25Q: 3 clusters Score -1499410 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1499432.250000 Penalty: 4756.949707
	Iteration 26Q: 3 clusters Score -1499432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1499454.500000 Penalty: 4756.949707
	Iteration 27Q: 3 clusters Score -1499454 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1499470.500000 Penalty: 4756.949707
	Iteration 28Q: 3 clusters Score -1499470 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1499486.875000 Penalty: 4756.949707
	Iteration 29Q: 3 clusters Score -1499487 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1499508.750000 Penalty: 4756.949707
	Iteration 30Q: 3 clusters Score -1499509 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1499532.875000 Penalty: 4756.949707
	Iteration 31Q: 3 clusters Score -1499533 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1499559.000000 Penalty: 4756.949707
	Iteration 32Q: 3 clusters Score -1499559 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1499586.750000 Penalty: 4756.949707
	Iteration 33Q: 3 clusters Score -1499587 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1499604.375000 Penalty: 4756.949707
	Iteration 34Q: 3 clusters Score -1499604 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1499628.250000 Penalty: 4756.949707
	Iteration 35Q: 3 clusters Score -1499628 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1499658.375000 Penalty: 4756.949707
	Iteration 36Q: 3 clusters Score -1499658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1499681.875000 Penalty: 4756.949707
	Iteration 37Q: 3 clusters Score -1499682 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1499711.125000 Penalty: 4756.949707
	Iteration 38Q: 3 clusters Score -1499711 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1499740.125000 Penalty: 4756.949707
	Iteration 39Q: 3 clusters Score -1499740 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1499774.625000 Penalty: 4756.949707
	Iteration 40F: 3 clusters Score -1499775 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1499815.500000 Penalty: 4756.949707
	Iteration 41Q: 3 clusters Score -1499816 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1499857.500000 Penalty: 4756.949707
	Iteration 42Q: 3 clusters Score -1499858 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1499902.875000 Penalty: 4756.949707
	Iteration 43Q: 3 clusters Score -1499903 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1499956.375000 Penalty: 4756.949707
	Iteration 44Q: 3 clusters Score -1499956 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1500001.250000 Penalty: 4756.949707
	Iteration 45Q: 3 clusters Score -1500001 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1500036.250000 Penalty: 4756.949707
	Iteration 46Q: 3 clusters Score -1500036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1500074.750000 Penalty: 4756.949707
	Iteration 47Q: 3 clusters Score -1500075 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1500110.125000 Penalty: 4756.949707
	Iteration 48Q: 3 clusters Score -1500110 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1500140.375000 Penalty: 4756.949707
	Iteration 49Q: 3 clusters Score -1500140 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1500180.750000 Penalty: 4756.949707
	Iteration 50Q: 3 clusters Score -1500181 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1500215.875000 Penalty: 4756.949707
	Iteration 51Q: 3 clusters Score -1500216 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1500246.750000 Penalty: 4756.949707
	Iteration 52Q: 3 clusters Score -1500247 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1500275.250000 Penalty: 4756.949707
	Iteration 53Q: 3 clusters Score -1500275 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1500300.875000 Penalty: 4756.949707
	Iteration 54Q: 3 clusters Score -1500301 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1500336.500000 Penalty: 4756.949707
	Iteration 55Q: 3 clusters Score -1500336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1500373.125000 Penalty: 4756.949707
	Iteration 56Q: 3 clusters Score -1500373 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1500401.500000 Penalty: 4756.949707
	Iteration 57Q: 3 clusters Score -1500402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1500422.625000 Penalty: 4756.949707
	Iteration 58Q: 3 clusters Score -1500423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1500434.750000 Penalty: 4756.949707
	Iteration 59Q: 3 clusters Score -1500435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1500451.625000 Penalty: 4756.949707
	Iteration 60F: 3 clusters Score -1500452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1500463.875000 Penalty: 4756.949707
	Iteration 61Q: 3 clusters Score -1500464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1500482.000000 Penalty: 4756.949707
	Iteration 62Q: 3 clusters Score -1500482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1500488.750000 Penalty: 4756.949707
	Iteration 63Q: 3 clusters Score -1500489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1500494.500000 Penalty: 4756.949707
	Iteration 64Q: 3 clusters Score -1500494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1500504.250000 Penalty: 4756.949707
	Iteration 65Q: 3 clusters Score -1500504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1500517.625000 Penalty: 4756.949707
	Iteration 66Q: 3 clusters Score -1500518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1500531.500000 Penalty: 4756.949707
	Iteration 67Q: 3 clusters Score -1500532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1500544.750000 Penalty: 4756.949707
	Iteration 68Q: 3 clusters Score -1500545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1500558.375000 Penalty: 4756.949707
	Iteration 69Q: 3 clusters Score -1500558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1500565.000000 Penalty: 4756.949707
	Iteration 70Q: 3 clusters Score -1500565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1500569.625000 Penalty: 4756.949707
	Iteration 71Q: 3 clusters Score -1500570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1500573.875000 Penalty: 4756.949707
	Iteration 72Q: 3 clusters Score -1500574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1500575.625000 Penalty: 4756.949707
	Iteration 73Q: 3 clusters Score -1500576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1500578.125000 Penalty: 4756.949707
	Iteration 74Q: 3 clusters Score -1500578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1500577.625000 Penalty: 4756.949707
	Iteration 75Q: 3 clusters Score -1500578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1500579.375000 Penalty: 4756.949707
	Iteration 76Q: 3 clusters Score -1500579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1500581.375000 Penalty: 4756.949707
	Iteration 77Q: 3 clusters Score -1500581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1500585.250000 Penalty: 4756.949707
	Iteration 78Q: 3 clusters Score -1500585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1500586.000000 Penalty: 4756.949707
	Iteration 79Q: 3 clusters Score -1500586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1500585.250000 Penalty: 4756.949707
	Iteration 80F: 3 clusters Score -1500585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1500589.000000 Penalty: 4756.949707
	Iteration 81Q: 3 clusters Score -1500589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1500590.750000 Penalty: 4756.949707
	Iteration 82Q: 3 clusters Score -1500591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1500591.375000 Penalty: 4756.949707
	Iteration 83Q: 3 clusters Score -1500591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1500593.875000 Penalty: 4756.949707
	Iteration 84Q: 3 clusters Score -1500594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1500595.125000 Penalty: 4756.949707
	Iteration 85Q: 3 clusters Score -1500595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1500594.750000 Penalty: 4756.949707
	Iteration 86Q: 3 clusters Score -1500595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1500599.375000 Penalty: 4756.949707
	Iteration 87Q: 3 clusters Score -1500599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1500599.625000 Penalty: 4756.949707
	Iteration 88Q: 3 clusters Score -1500600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1500606.000000 Penalty: 4756.949707
	Iteration 89Q: 3 clusters Score -1500606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1500604.375000 Penalty: 4756.949707
	Iteration 90Q: 3 clusters Score -1500604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1500604.625000 Penalty: 4756.949707
	Iteration 91Q: 3 clusters Score -1500605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1500605.375000 Penalty: 4756.949707
	Iteration 92Q: 3 clusters Score -1500605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1500605.750000 Penalty: 4756.949707
	Iteration 93Q: 3 clusters Score -1500606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1500606.000000 Penalty: 4756.949707
	Iteration 94Q: 3 clusters Score -1500606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1500605.750000 Penalty: 4756.949707
	Iteration 95Q: 3 clusters Score -1500606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1500605.750000 Penalty: 4756.949707
	Iteration 96F: 3 clusters Score -1500606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -240017.390625 Penalty: 1946.632324
	Iteration 0F: 2 clusters Score -240017.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -237045.578125 Penalty: 3893.264648
	Iteration 0F: 3 clusters Score -237045.6 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -237544.906250 Penalty: 3893.264648
	Iteration 1F: 3 clusters Score -237544.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -237728.984375 Penalty: 3893.264648
	Iteration 2F: 3 clusters Score -237729 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -237859.953125 Penalty: 3893.264648
	Iteration 3F: 3 clusters Score -237860 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -237990.078125 Penalty: 3893.264648
	Iteration 4Q: 3 clusters Score -237990.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -238120.968750 Penalty: 3893.264648
	Iteration 5Q: 3 clusters Score -238121 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -238288.718750 Penalty: 3893.264648
	Iteration 6Q: 3 clusters Score -238288.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -238443.812500 Penalty: 3893.264648
	Iteration 7F: 3 clusters Score -238443.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -238542.171875 Penalty: 3893.264648
	Iteration 8Q: 3 clusters Score -238542.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -238609.859375 Penalty: 3893.264648
	Iteration 9Q: 3 clusters Score -238609.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -238667.500000 Penalty: 3893.264648
	Iteration 10Q: 3 clusters Score -238667.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -238717.500000 Penalty: 3893.264648
	Iteration 11Q: 3 clusters Score -238717.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -238754.390625 Penalty: 3893.264648
	Iteration 12Q: 3 clusters Score -238754.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -238783.015625 Penalty: 3893.264648
	Iteration 13Q: 3 clusters Score -238783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -238804.500000 Penalty: 3893.264648
	Iteration 14Q: 3 clusters Score -238804.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -238820.890625 Penalty: 3893.264648
	Iteration 15Q: 3 clusters Score -238820.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -238830.765625 Penalty: 3893.264648
	Iteration 16Q: 3 clusters Score -238830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -238835.828125 Penalty: 3893.264648
	Iteration 17Q: 3 clusters Score -238835.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -238843.140625 Penalty: 3893.264648
	Iteration 18Q: 3 clusters Score -238843.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -238850.625000 Penalty: 3893.264648
	Iteration 19Q: 3 clusters Score -238850.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -238855.187500 Penalty: 3893.264648
	Iteration 20F: 3 clusters Score -238855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -238856.406250 Penalty: 3893.264648
	Iteration 21Q: 3 clusters Score -238856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -238857.656250 Penalty: 3893.264648
	Iteration 22Q: 3 clusters Score -238857.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -238858.937500 Penalty: 3893.264648
	Iteration 23Q: 3 clusters Score -238858.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -238860.078125 Penalty: 3893.264648
	Iteration 24Q: 3 clusters Score -238860.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -238862.187500 Penalty: 3893.264648
	Iteration 25Q: 3 clusters Score -238862.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -238863.015625 Penalty: 3893.264648
	Iteration 26Q: 3 clusters Score -238863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -238864.390625 Penalty: 3893.264648
	Iteration 27Q: 3 clusters Score -238864.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -238865.031250 Penalty: 3893.264648
	Iteration 28Q: 3 clusters Score -238865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -238865.031250 Penalty: 3893.264648
	Iteration 29F: 3 clusters Score -238865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Entering Unmasked Estep 
Score: -977670.437500 Penalty: 2280.265137
	Iteration 0F: 2 clusters Score -977670.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -970115.062500 Penalty: 4560.530273
	Iteration 0F: 3 clusters Score -970115.1 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -972302.750000 Penalty: 4560.530273
	Iteration 1F: 3 clusters Score -972302.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -972610.125000 Penalty: 4560.530273
	Iteration 2F: 3 clusters Score -972610.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -972870.500000 Penalty: 4560.530273
	Iteration 3F: 3 clusters Score -972870.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -973106.250000 Penalty: 4560.530273
	Iteration 4Q: 3 clusters Score -973106.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -973340.812500 Penalty: 4560.530273
	Iteration 5Q: 3 clusters Score -973340.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -973549.812500 Penalty: 4560.530273
	Iteration 6Q: 3 clusters Score -973549.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -973734.062500 Penalty: 4560.530273
	Iteration 7Q: 3 clusters Score -973734.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -973887.812500 Penalty: 4560.530273
	Iteration 8Q: 3 clusters Score -973887.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -974029.000000 Penalty: 4560.530273
	Iteration 9Q: 3 clusters Score -974029 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -974143.375000 Penalty: 4560.530273
	Iteration 10Q: 3 clusters Score -974143.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -974258.000000 Penalty: 4560.530273
	Iteration 11Q: 3 clusters Score -974258 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -974371.750000 Penalty: 4560.530273
	Iteration 12Q: 3 clusters Score -974371.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -974496.750000 Penalty: 4560.530273
	Iteration 13Q: 3 clusters Score -974496.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -974653.562500 Penalty: 4560.530273
	Iteration 14Q: 3 clusters Score -974653.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -974850.937500 Penalty: 4560.530273
	Iteration 15Q: 3 clusters Score -974850.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -975071.812500 Penalty: 4560.530273
	Iteration 16Q: 3 clusters Score -975071.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -975336.875000 Penalty: 4560.530273
	Iteration 17Q: 3 clusters Score -975336.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -975601.687500 Penalty: 4560.530273
	Iteration 18Q: 3 clusters Score -975601.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -975833.875000 Penalty: 4560.530273
	Iteration 19Q: 3 clusters Score -975833.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -975993.687500 Penalty: 4560.530273
	Iteration 20F: 3 clusters Score -975993.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -976100.062500 Penalty: 4560.530273
	Iteration 21Q: 3 clusters Score -976100.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -976160.937500 Penalty: 4560.530273
	Iteration 22Q: 3 clusters Score -976160.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -976199.250000 Penalty: 4560.530273
	Iteration 23Q: 3 clusters Score -976199.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -976225.000000 Penalty: 4560.530273
	Iteration 24Q: 3 clusters Score -976225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -976235.562500 Penalty: 4560.530273
	Iteration 25Q: 3 clusters Score -976235.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -976248.000000 Penalty: 4560.530273
	Iteration 26Q: 3 clusters Score -976248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -976258.687500 Penalty: 4560.530273
	Iteration 27Q: 3 clusters Score -976258.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -976268.250000 Penalty: 4560.530273
	Iteration 28Q: 3 clusters Score -976268.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -976272.187500 Penalty: 4560.530273
	Iteration 29Q: 3 clusters Score -976272.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -976272.437500 Penalty: 4560.530273
	Iteration 30Q: 3 clusters Score -976272.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -976274.812500 Penalty: 4560.530273
	Iteration 31Q: 3 clusters Score -976274.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -976277.312500 Penalty: 4560.530273
	Iteration 32Q: 3 clusters Score -976277.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -976280.500000 Penalty: 4560.530273
	Iteration 33Q: 3 clusters Score -976280.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -976281.875000 Penalty: 4560.530273
	Iteration 34Q: 3 clusters Score -976281.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -976282.875000 Penalty: 4560.530273
	Iteration 35Q: 3 clusters Score -976282.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -976283.250000 Penalty: 4560.530273
	Iteration 36Q: 3 clusters Score -976283.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -976285.687500 Penalty: 4560.530273
	Iteration 37Q: 3 clusters Score -976285.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -976286.312500 Penalty: 4560.530273
	Iteration 38Q: 3 clusters Score -976286.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -976286.500000 Penalty: 4560.530273
	Iteration 39Q: 3 clusters Score -976286.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -976286.250000 Penalty: 4560.530273
	Iteration 40F: 3 clusters Score -976286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Entering Unmasked Estep 
Score: -1013672.000000 Penalty: 2297.254395
	Iteration 0F: 2 clusters Score -1013672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1005714.375000 Penalty: 4594.508789
	Iteration 0F: 3 clusters Score -1005714 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1008414.812500 Penalty: 4594.508789
	Iteration 1F: 3 clusters Score -1008415 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1009312.687500 Penalty: 4594.508789
	Iteration 2F: 3 clusters Score -1009313 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1010186.187500 Penalty: 4594.508789
	Iteration 3F: 3 clusters Score -1010186 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1010975.937500 Penalty: 4594.508789
	Iteration 4F: 3 clusters Score -1010976 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1011615.562500 Penalty: 4594.508789
	Iteration 5F: 3 clusters Score -1011616 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1012012.062500 Penalty: 4594.508789
	Iteration 6Q: 3 clusters Score -1012012 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1012236.375000 Penalty: 4594.508789
	Iteration 7Q: 3 clusters Score -1012236 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1012349.625000 Penalty: 4594.508789
	Iteration 8Q: 3 clusters Score -1012350 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1012425.687500 Penalty: 4594.508789
	Iteration 9Q: 3 clusters Score -1012426 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1012475.812500 Penalty: 4594.508789
	Iteration 10Q: 3 clusters Score -1012476 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1012514.375000 Penalty: 4594.508789
	Iteration 11Q: 3 clusters Score -1012514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1012543.500000 Penalty: 4594.508789
	Iteration 12Q: 3 clusters Score -1012544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1012564.750000 Penalty: 4594.508789
	Iteration 13Q: 3 clusters Score -1012565 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1012588.812500 Penalty: 4594.508789
	Iteration 14Q: 3 clusters Score -1012589 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1012611.500000 Penalty: 4594.508789
	Iteration 15Q: 3 clusters Score -1012612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1012631.125000 Penalty: 4594.508789
	Iteration 16Q: 3 clusters Score -1012631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1012646.500000 Penalty: 4594.508789
	Iteration 17Q: 3 clusters Score -1012646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1012653.562500 Penalty: 4594.508789
	Iteration 18Q: 3 clusters Score -1012654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1012665.312500 Penalty: 4594.508789
	Iteration 19Q: 3 clusters Score -1012665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1012671.750000 Penalty: 4594.508789
	Iteration 20F: 3 clusters Score -1012672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1012676.750000 Penalty: 4594.508789
	Iteration 21Q: 3 clusters Score -1012677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1012682.312500 Penalty: 4594.508789
	Iteration 22Q: 3 clusters Score -1012682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1012685.562500 Penalty: 4594.508789
	Iteration 23Q: 3 clusters Score -1012686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1012691.000000 Penalty: 4594.508789
	Iteration 24Q: 3 clusters Score -1012691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1012693.687500 Penalty: 4594.508789
	Iteration 25Q: 3 clusters Score -1012694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1012697.500000 Penalty: 4594.508789
	Iteration 26Q: 3 clusters Score -1012698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1012702.312500 Penalty: 4594.508789
	Iteration 27Q: 3 clusters Score -1012702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1012706.312500 Penalty: 4594.508789
	Iteration 28Q: 3 clusters Score -1012706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1012710.000000 Penalty: 4594.508789
	Iteration 29Q: 3 clusters Score -1012710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1012712.125000 Penalty: 4594.508789
	Iteration 30Q: 3 clusters Score -1012712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1012712.875000 Penalty: 4594.508789
	Iteration 31Q: 3 clusters Score -1012713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1012712.750000 Penalty: 4594.508789
	Iteration 32Q: 3 clusters Score -1012713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1012712.750000 Penalty: 4594.508789
	Iteration 33F: 3 clusters Score -1012713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (163382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163382 members 
Entering Unmasked Estep 
Score: -16572437.000000 Penalty: 2976.953857
	Iteration 0F: 2 clusters Score -1.657244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 81862 members 
Entering Unmasked Estep 
Score: -16462540.000000 Penalty: 5953.907715
	Iteration 0F: 3 clusters Score -1.646254e+07 nChanged 78467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79783 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -16508067.000000 Penalty: 5953.907715
	Iteration 1F: 3 clusters Score -1.650807e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78997 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -16509210.000000 Penalty: 5953.907715
	Iteration 2Q: 3 clusters Score -1.650921e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
Score: -16510504.000000 Penalty: 5953.907715
	Iteration 3Q: 3 clusters Score -1.65105e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -16512375.000000 Penalty: 5953.907715
	Iteration 4Q: 3 clusters Score -1.651238e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74042 members 
Mstep: Class 2 contains 89340 members 
Entering Unmasked Estep 
Score: -16515071.000000 Penalty: 5953.907715
	Iteration 5Q: 3 clusters Score -1.651507e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 92551 members 
Entering Unmasked Estep 
Score: -16518962.000000 Penalty: 5953.907715
	Iteration 6Q: 3 clusters Score -1.651896e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 97023 members 
Entering Unmasked Estep 
Score: -16524300.000000 Penalty: 5953.907715
	Iteration 7F: 3 clusters Score -1.65243e+07 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 102918 members 
Entering Unmasked Estep 
Score: -16531039.000000 Penalty: 5953.907715
	Iteration 8F: 3 clusters Score -1.653104e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 109959 members 
Entering Unmasked Estep 
Score: -16538649.000000 Penalty: 5953.907715
	Iteration 9F: 3 clusters Score -1.653865e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 117468 members 
Entering Unmasked Estep 
Score: -16545862.000000 Penalty: 5953.907715
	Iteration 10F: 3 clusters Score -1.654586e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 124696 members 
Entering Unmasked Estep 
Score: -16551791.000000 Penalty: 5953.907715
	Iteration 11F: 3 clusters Score -1.655179e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 131157 members 
Entering Unmasked Estep 
Score: -16556474.000000 Penalty: 5953.907715
	Iteration 12Q: 3 clusters Score -1.655647e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 136764 members 
Entering Unmasked Estep 
Score: -16559883.000000 Penalty: 5953.907715
	Iteration 13Q: 3 clusters Score -1.655988e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 141332 members 
Entering Unmasked Estep 
Score: -16562217.000000 Penalty: 5953.907715
	Iteration 14Q: 3 clusters Score -1.656222e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 145088 members 
Entering Unmasked Estep 
Score: -16564146.000000 Penalty: 5953.907715
	Iteration 15Q: 3 clusters Score -1.656415e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 148223 members 
Entering Unmasked Estep 
Score: -16565553.000000 Penalty: 5953.907715
	Iteration 16Q: 3 clusters Score -1.656555e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 150770 members 
Entering Unmasked Estep 
Score: -16566640.000000 Penalty: 5953.907715
	Iteration 17Q: 3 clusters Score -1.656664e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 152898 members 
Entering Unmasked Estep 
Score: -16567710.000000 Penalty: 5953.907715
	Iteration 18Q: 3 clusters Score -1.656771e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 154657 members 
Entering Unmasked Estep 
Score: -16568512.000000 Penalty: 5953.907715
	Iteration 19Q: 3 clusters Score -1.656851e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 155982 members 
Entering Unmasked Estep 
Score: -16568975.000000 Penalty: 5953.907715
	Iteration 20F: 3 clusters Score -1.656898e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 157019 members 
Entering Unmasked Estep 
Score: -16569343.000000 Penalty: 5953.907715
	Iteration 21Q: 3 clusters Score -1.656934e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 157778 members 
Entering Unmasked Estep 
Score: -16569671.000000 Penalty: 5953.907715
	Iteration 22Q: 3 clusters Score -1.656967e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 158365 members 
Entering Unmasked Estep 
Score: -16569914.000000 Penalty: 5953.907715
	Iteration 23Q: 3 clusters Score -1.656991e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 158836 members 
Entering Unmasked Estep 
Score: -16570081.000000 Penalty: 5953.907715
	Iteration 24Q: 3 clusters Score -1.657008e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 159201 members 
Entering Unmasked Estep 
Score: -16570227.000000 Penalty: 5953.907715
	Iteration 25Q: 3 clusters Score -1.657023e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 159453 members 
Entering Unmasked Estep 
Score: -16570294.000000 Penalty: 5953.907715
	Iteration 26Q: 3 clusters Score -1.657029e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 159676 members 
Entering Unmasked Estep 
Score: -16570401.000000 Penalty: 5953.907715
	Iteration 27Q: 3 clusters Score -1.65704e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 159827 members 
Entering Unmasked Estep 
Score: -16570432.000000 Penalty: 5953.907715
	Iteration 28Q: 3 clusters Score -1.657043e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 159964 members 
Entering Unmasked Estep 
Score: -16570466.000000 Penalty: 5953.907715
	Iteration 29Q: 3 clusters Score -1.657047e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 160091 members 
Entering Unmasked Estep 
Score: -16570514.000000 Penalty: 5953.907715
	Iteration 30Q: 3 clusters Score -1.657051e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 160202 members 
Entering Unmasked Estep 
Score: -16570526.000000 Penalty: 5953.907715
	Iteration 31Q: 3 clusters Score -1.657053e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 160278 members 
Entering Unmasked Estep 
Score: -16570572.000000 Penalty: 5953.907715
	Iteration 32Q: 3 clusters Score -1.657057e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 160351 members 
Entering Unmasked Estep 
Score: -16570569.000000 Penalty: 5953.907715
	Iteration 33Q: 3 clusters Score -1.657057e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 160410 members 
Entering Unmasked Estep 
Score: -16570605.000000 Penalty: 5953.907715
	Iteration 34Q: 3 clusters Score -1.65706e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 160439 members 
Entering Unmasked Estep 
Score: -16570624.000000 Penalty: 5953.907715
	Iteration 35Q: 3 clusters Score -1.657062e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 160466 members 
Entering Unmasked Estep 
Score: -16570649.000000 Penalty: 5953.907715
	Iteration 36Q: 3 clusters Score -1.657065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 160487 members 
Entering Unmasked Estep 
Score: -16570661.000000 Penalty: 5953.907715
	Iteration 37Q: 3 clusters Score -1.657066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 160506 members 
Entering Unmasked Estep 
Score: -16570659.000000 Penalty: 5953.907715
	Iteration 38Q: 3 clusters Score -1.657066e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 160532 members 
Entering Unmasked Estep 
Score: -16570664.000000 Penalty: 5953.907715
	Iteration 39Q: 3 clusters Score -1.657066e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 160556 members 
Entering Unmasked Estep 
Score: -16570672.000000 Penalty: 5953.907715
	Iteration 40F: 3 clusters Score -1.657067e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 160585 members 
Entering Unmasked Estep 
Score: -16570705.000000 Penalty: 5953.907715
	Iteration 41Q: 3 clusters Score -1.65707e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 160610 members 
Entering Unmasked Estep 
Score: -16570704.000000 Penalty: 5953.907715
	Iteration 42Q: 3 clusters Score -1.65707e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 160620 members 
Entering Unmasked Estep 
Score: -16570728.000000 Penalty: 5953.907715
	Iteration 43Q: 3 clusters Score -1.657073e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 160624 members 
Entering Unmasked Estep 
Score: -16570728.000000 Penalty: 5953.907715
	Iteration 44Q: 3 clusters Score -1.657073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 160638 members 
Entering Unmasked Estep 
Score: -16570728.000000 Penalty: 5953.907715
	Iteration 45Q: 3 clusters Score -1.657073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 160645 members 
Entering Unmasked Estep 
Score: -16570747.000000 Penalty: 5953.907715
	Iteration 46Q: 3 clusters Score -1.657075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 160653 members 
Entering Unmasked Estep 
Score: -16570746.000000 Penalty: 5953.907715
	Iteration 47Q: 3 clusters Score -1.657075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 160657 members 
Entering Unmasked Estep 
Score: -16570744.000000 Penalty: 5953.907715
	Iteration 48Q: 3 clusters Score -1.657074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 160657 members 
Entering Unmasked Estep 
Score: -16570749.000000 Penalty: 5953.907715
	Iteration 49Q: 3 clusters Score -1.657075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 160664 members 
Entering Unmasked Estep 
Score: -16570748.000000 Penalty: 5953.907715
	Iteration 50Q: 3 clusters Score -1.657075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 160667 members 
Entering Unmasked Estep 
Score: -16570747.000000 Penalty: 5953.907715
	Iteration 51Q: 3 clusters Score -1.657075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 160667 members 
Entering Unmasked Estep 
Score: -16570750.000000 Penalty: 5953.907715
	Iteration 52Q: 3 clusters Score -1.657075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 160666 members 
Entering Unmasked Estep 
Score: -16570750.000000 Penalty: 5953.907715
	Iteration 53Q: 3 clusters Score -1.657075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 160666 members 
Entering Unmasked Estep 
Score: -16570750.000000 Penalty: 5953.907715
	Iteration 54F: 3 clusters Score -1.657075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Entering Unmasked Estep 
Score: -1257007.000000 Penalty: 2343.440430
	Iteration 0F: 2 clusters Score -1257007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1247657.375000 Penalty: 4686.880859
	Iteration 0F: 3 clusters Score -1247657 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1250554.125000 Penalty: 4686.880859
	Iteration 1F: 3 clusters Score -1250554 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1251000.000000 Penalty: 4686.880859
	Iteration 2F: 3 clusters Score -1251000 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1251426.375000 Penalty: 4686.880859
	Iteration 3F: 3 clusters Score -1251426 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1251774.125000 Penalty: 4686.880859
	Iteration 4F: 3 clusters Score -1251774 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1252089.625000 Penalty: 4686.880859
	Iteration 5Q: 3 clusters Score -1252090 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1252386.750000 Penalty: 4686.880859
	Iteration 6Q: 3 clusters Score -1252387 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1252697.750000 Penalty: 4686.880859
	Iteration 7Q: 3 clusters Score -1252698 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1253004.875000 Penalty: 4686.880859
	Iteration 8Q: 3 clusters Score -1253005 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1253325.875000 Penalty: 4686.880859
	Iteration 9Q: 3 clusters Score -1253326 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1253676.875000 Penalty: 4686.880859
	Iteration 10Q: 3 clusters Score -1253677 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1254015.875000 Penalty: 4686.880859
	Iteration 11Q: 3 clusters Score -1254016 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1254298.750000 Penalty: 4686.880859
	Iteration 12Q: 3 clusters Score -1254299 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1254534.375000 Penalty: 4686.880859
	Iteration 13Q: 3 clusters Score -1254534 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1254744.000000 Penalty: 4686.880859
	Iteration 14Q: 3 clusters Score -1254744 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1254905.625000 Penalty: 4686.880859
	Iteration 15Q: 3 clusters Score -1254906 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1255030.000000 Penalty: 4686.880859
	Iteration 16Q: 3 clusters Score -1255030 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1255121.625000 Penalty: 4686.880859
	Iteration 17Q: 3 clusters Score -1255122 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1255180.125000 Penalty: 4686.880859
	Iteration 18Q: 3 clusters Score -1255180 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1255221.375000 Penalty: 4686.880859
	Iteration 19Q: 3 clusters Score -1255221 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1255265.000000 Penalty: 4686.880859
	Iteration 20F: 3 clusters Score -1255265 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1255314.375000 Penalty: 4686.880859
	Iteration 21Q: 3 clusters Score -1255314 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1255364.375000 Penalty: 4686.880859
	Iteration 22Q: 3 clusters Score -1255364 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1255411.875000 Penalty: 4686.880859
	Iteration 23Q: 3 clusters Score -1255412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1255461.750000 Penalty: 4686.880859
	Iteration 24Q: 3 clusters Score -1255462 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1255510.125000 Penalty: 4686.880859
	Iteration 25Q: 3 clusters Score -1255510 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1255545.625000 Penalty: 4686.880859
	Iteration 26Q: 3 clusters Score -1255546 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1255578.125000 Penalty: 4686.880859
	Iteration 27Q: 3 clusters Score -1255578 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1255619.500000 Penalty: 4686.880859
	Iteration 28Q: 3 clusters Score -1255620 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1255678.000000 Penalty: 4686.880859
	Iteration 29Q: 3 clusters Score -1255678 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1255758.375000 Penalty: 4686.880859
	Iteration 30Q: 3 clusters Score -1255758 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1255838.000000 Penalty: 4686.880859
	Iteration 31Q: 3 clusters Score -1255838 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1255925.000000 Penalty: 4686.880859
	Iteration 32Q: 3 clusters Score -1255925 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1256001.375000 Penalty: 4686.880859
	Iteration 33Q: 3 clusters Score -1256001 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1256048.750000 Penalty: 4686.880859
	Iteration 34Q: 3 clusters Score -1256049 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1256074.875000 Penalty: 4686.880859
	Iteration 35Q: 3 clusters Score -1256075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1256091.250000 Penalty: 4686.880859
	Iteration 36Q: 3 clusters Score -1256091 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1256109.000000 Penalty: 4686.880859
	Iteration 37Q: 3 clusters Score -1256109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1256124.500000 Penalty: 4686.880859
	Iteration 38Q: 3 clusters Score -1256124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1256124.375000 Penalty: 4686.880859
	Iteration 39Q: 3 clusters Score -1256124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1256314.500000 Penalty: 4686.880859
	Iteration 40F: 3 clusters Score -1256314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1256547.125000 Penalty: 4686.880859
	Iteration 41Q: 3 clusters Score -1256547 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1256609.000000 Penalty: 4686.880859
	Iteration 42Q: 3 clusters Score -1256609 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1256638.375000 Penalty: 4686.880859
	Iteration 43Q: 3 clusters Score -1256638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1256649.750000 Penalty: 4686.880859
	Iteration 44Q: 3 clusters Score -1256650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1256657.875000 Penalty: 4686.880859
	Iteration 45Q: 3 clusters Score -1256658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1256661.625000 Penalty: 4686.880859
	Iteration 46Q: 3 clusters Score -1256662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1256667.875000 Penalty: 4686.880859
	Iteration 47Q: 3 clusters Score -1256668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1256671.125000 Penalty: 4686.880859
	Iteration 48Q: 3 clusters Score -1256671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1256675.250000 Penalty: 4686.880859
	Iteration 49Q: 3 clusters Score -1256675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1256676.750000 Penalty: 4686.880859
	Iteration 50Q: 3 clusters Score -1256677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1256681.875000 Penalty: 4686.880859
	Iteration 51Q: 3 clusters Score -1256682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1256686.375000 Penalty: 4686.880859
	Iteration 52Q: 3 clusters Score -1256686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1256697.750000 Penalty: 4686.880859
	Iteration 53Q: 3 clusters Score -1256698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1256704.000000 Penalty: 4686.880859
	Iteration 54Q: 3 clusters Score -1256704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1256709.750000 Penalty: 4686.880859
	Iteration 55Q: 3 clusters Score -1256710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1256725.375000 Penalty: 4686.880859
	Iteration 56Q: 3 clusters Score -1256725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1256741.625000 Penalty: 4686.880859
	Iteration 57Q: 3 clusters Score -1256742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1256753.250000 Penalty: 4686.880859
	Iteration 58Q: 3 clusters Score -1256753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1256762.125000 Penalty: 4686.880859
	Iteration 59Q: 3 clusters Score -1256762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1256773.875000 Penalty: 4686.880859
	Iteration 60F: 3 clusters Score -1256774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1256789.500000 Penalty: 4686.880859
	Iteration 61Q: 3 clusters Score -1256790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1256798.250000 Penalty: 4686.880859
	Iteration 62Q: 3 clusters Score -1256798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1256806.875000 Penalty: 4686.880859
	Iteration 63Q: 3 clusters Score -1256807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1256813.250000 Penalty: 4686.880859
	Iteration 64Q: 3 clusters Score -1256813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1256817.375000 Penalty: 4686.880859
	Iteration 65Q: 3 clusters Score -1256817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1256823.125000 Penalty: 4686.880859
	Iteration 66Q: 3 clusters Score -1256823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1256829.125000 Penalty: 4686.880859
	Iteration 67Q: 3 clusters Score -1256829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1256834.000000 Penalty: 4686.880859
	Iteration 68Q: 3 clusters Score -1256834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1256835.750000 Penalty: 4686.880859
	Iteration 69Q: 3 clusters Score -1256836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1256839.000000 Penalty: 4686.880859
	Iteration 70Q: 3 clusters Score -1256839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1256839.625000 Penalty: 4686.880859
	Iteration 71Q: 3 clusters Score -1256840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1256839.000000 Penalty: 4686.880859
	Iteration 72Q: 3 clusters Score -1256839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1256839.125000 Penalty: 4686.880859
	Iteration 73Q: 3 clusters Score -1256839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1256841.000000 Penalty: 4686.880859
	Iteration 74Q: 3 clusters Score -1256841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1256840.250000 Penalty: 4686.880859
	Iteration 75Q: 3 clusters Score -1256840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1256838.875000 Penalty: 4686.880859
	Iteration 76Q: 3 clusters Score -1256839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1256838.875000 Penalty: 4686.880859
	Iteration 77F: 3 clusters Score -1256839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Entering Unmasked Estep 
Score: -2356471.250000 Penalty: 2500.670166
	Iteration 0F: 2 clusters Score -2356471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2339894.250000 Penalty: 5001.340332
	Iteration 0F: 3 clusters Score -2339894 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2345666.250000 Penalty: 5001.340332
	Iteration 1F: 3 clusters Score -2345666 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2346559.500000 Penalty: 5001.340332
	Iteration 2F: 3 clusters Score -2346560 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2347620.250000 Penalty: 5001.340332
	Iteration 3F: 3 clusters Score -2347620 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2348821.750000 Penalty: 5001.340332
	Iteration 4F: 3 clusters Score -2348822 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2350016.250000 Penalty: 5001.340332
	Iteration 5F: 3 clusters Score -2350016 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2351067.250000 Penalty: 5001.340332
	Iteration 6F: 3 clusters Score -2351067 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2351896.750000 Penalty: 5001.340332
	Iteration 7F: 3 clusters Score -2351897 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2352439.250000 Penalty: 5001.340332
	Iteration 8Q: 3 clusters Score -2352439 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2352832.500000 Penalty: 5001.340332
	Iteration 9Q: 3 clusters Score -2352832 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2353122.000000 Penalty: 5001.340332
	Iteration 10Q: 3 clusters Score -2353122 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2353316.500000 Penalty: 5001.340332
	Iteration 11Q: 3 clusters Score -2353316 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2353470.750000 Penalty: 5001.340332
	Iteration 12Q: 3 clusters Score -2353471 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2353618.000000 Penalty: 5001.340332
	Iteration 13Q: 3 clusters Score -2353618 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2353770.250000 Penalty: 5001.340332
	Iteration 14Q: 3 clusters Score -2353770 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2353912.250000 Penalty: 5001.340332
	Iteration 15Q: 3 clusters Score -2353912 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2354073.500000 Penalty: 5001.340332
	Iteration 16Q: 3 clusters Score -2354074 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2354233.250000 Penalty: 5001.340332
	Iteration 17Q: 3 clusters Score -2354233 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2354400.000000 Penalty: 5001.340332
	Iteration 18Q: 3 clusters Score -2354400 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2354586.000000 Penalty: 5001.340332
	Iteration 19Q: 3 clusters Score -2354586 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2354790.750000 Penalty: 5001.340332
	Iteration 20F: 3 clusters Score -2354791 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2354955.750000 Penalty: 5001.340332
	Iteration 21Q: 3 clusters Score -2354956 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2355133.250000 Penalty: 5001.340332
	Iteration 22Q: 3 clusters Score -2355133 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2355322.750000 Penalty: 5001.340332
	Iteration 23Q: 3 clusters Score -2355323 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2355468.750000 Penalty: 5001.340332
	Iteration 24Q: 3 clusters Score -2355469 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2355610.750000 Penalty: 5001.340332
	Iteration 25Q: 3 clusters Score -2355611 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2355735.000000 Penalty: 5001.340332
	Iteration 26Q: 3 clusters Score -2355735 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2355845.000000 Penalty: 5001.340332
	Iteration 27Q: 3 clusters Score -2355845 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2355928.000000 Penalty: 5001.340332
	Iteration 28Q: 3 clusters Score -2355928 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2356007.250000 Penalty: 5001.340332
	Iteration 29Q: 3 clusters Score -2356007 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2356082.000000 Penalty: 5001.340332
	Iteration 30Q: 3 clusters Score -2356082 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2356143.500000 Penalty: 5001.340332
	Iteration 31Q: 3 clusters Score -2356144 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2356191.000000 Penalty: 5001.340332
	Iteration 32Q: 3 clusters Score -2356191 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2356240.500000 Penalty: 5001.340332
	Iteration 33Q: 3 clusters Score -2356240 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2356274.750000 Penalty: 5001.340332
	Iteration 34Q: 3 clusters Score -2356275 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2356296.750000 Penalty: 5001.340332
	Iteration 35Q: 3 clusters Score -2356297 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2356308.500000 Penalty: 5001.340332
	Iteration 36Q: 3 clusters Score -2356308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2356328.250000 Penalty: 5001.340332
	Iteration 37Q: 3 clusters Score -2356328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2356325.000000 Penalty: 5001.340332
	Iteration 38Q: 3 clusters Score -2356325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2356332.750000 Penalty: 5001.340332
	Iteration 39Q: 3 clusters Score -2356333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2356342.250000 Penalty: 5001.340332
	Iteration 40F: 3 clusters Score -2356342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2356348.250000 Penalty: 5001.340332
	Iteration 41Q: 3 clusters Score -2356348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2356343.750000 Penalty: 5001.340332
	Iteration 42Q: 3 clusters Score -2356344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2356349.250000 Penalty: 5001.340332
	Iteration 43Q: 3 clusters Score -2356349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2356348.750000 Penalty: 5001.340332
	Iteration 44Q: 3 clusters Score -2356349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2356348.500000 Penalty: 5001.340332
	Iteration 45Q: 3 clusters Score -2356348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2356349.500000 Penalty: 5001.340332
	Iteration 46Q: 3 clusters Score -2356350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2356360.000000 Penalty: 5001.340332
	Iteration 47Q: 3 clusters Score -2356360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2356359.000000 Penalty: 5001.340332
	Iteration 48Q: 3 clusters Score -2356359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2356355.500000 Penalty: 5001.340332
	Iteration 49Q: 3 clusters Score -2356356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2356361.250000 Penalty: 5001.340332
	Iteration 50Q: 3 clusters Score -2356361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2356362.500000 Penalty: 5001.340332
	Iteration 51Q: 3 clusters Score -2356362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2356364.000000 Penalty: 5001.340332
	Iteration 52Q: 3 clusters Score -2356364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2356364.250000 Penalty: 5001.340332
	Iteration 53Q: 3 clusters Score -2356364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2356364.750000 Penalty: 5001.340332
	Iteration 54Q: 3 clusters Score -2356365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2356369.000000 Penalty: 5001.340332
	Iteration 55Q: 3 clusters Score -2356369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2356367.500000 Penalty: 5001.340332
	Iteration 56Q: 3 clusters Score -2356368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2356368.500000 Penalty: 5001.340332
	Iteration 57Q: 3 clusters Score -2356368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2356367.750000 Penalty: 5001.340332
	Iteration 58Q: 3 clusters Score -2356368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2356371.750000 Penalty: 5001.340332
	Iteration 59Q: 3 clusters Score -2356372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2356370.500000 Penalty: 5001.340332
	Iteration 60F: 3 clusters Score -2356370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2356369.750000 Penalty: 5001.340332
	Iteration 61Q: 3 clusters Score -2356370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2356372.250000 Penalty: 5001.340332
	Iteration 62Q: 3 clusters Score -2356372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2356374.250000 Penalty: 5001.340332
	Iteration 63Q: 3 clusters Score -2356374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2356378.500000 Penalty: 5001.340332
	Iteration 64Q: 3 clusters Score -2356378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2356377.000000 Penalty: 5001.340332
	Iteration 65Q: 3 clusters Score -2356377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2356374.000000 Penalty: 5001.340332
	Iteration 66Q: 3 clusters Score -2356374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2356374.000000 Penalty: 5001.340332
	Iteration 67F: 3 clusters Score -2356374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Entering Unmasked Estep 
Score: -4833236.000000 Penalty: 2669.983154
	Iteration 0F: 2 clusters Score -4833236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -4801467.500000 Penalty: 5339.966309
	Iteration 0F: 3 clusters Score -4801468 nChanged 21796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -4813281.500000 Penalty: 5339.966309
	Iteration 1F: 3 clusters Score -4813282 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -4813812.500000 Penalty: 5339.966309
	Iteration 2Q: 3 clusters Score -4813812 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -4814497.000000 Penalty: 5339.966309
	Iteration 3Q: 3 clusters Score -4814497 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -4815382.000000 Penalty: 5339.966309
	Iteration 4Q: 3 clusters Score -4815382 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -4816618.500000 Penalty: 5339.966309
	Iteration 5Q: 3 clusters Score -4816618 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -4818294.500000 Penalty: 5339.966309
	Iteration 6F: 3 clusters Score -4818294 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -4820720.500000 Penalty: 5339.966309
	Iteration 7F: 3 clusters Score -4820720 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -4823503.000000 Penalty: 5339.966309
	Iteration 8F: 3 clusters Score -4823503 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -4826030.000000 Penalty: 5339.966309
	Iteration 9F: 3 clusters Score -4826030 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -4827959.000000 Penalty: 5339.966309
	Iteration 10Q: 3 clusters Score -4827959 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -4829225.500000 Penalty: 5339.966309
	Iteration 11Q: 3 clusters Score -4829226 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -4830021.000000 Penalty: 5339.966309
	Iteration 12Q: 3 clusters Score -4830021 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -4830429.000000 Penalty: 5339.966309
	Iteration 13Q: 3 clusters Score -4830429 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -4830632.000000 Penalty: 5339.966309
	Iteration 14Q: 3 clusters Score -4830632 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -4830740.500000 Penalty: 5339.966309
	Iteration 15Q: 3 clusters Score -4830740 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -4830814.500000 Penalty: 5339.966309
	Iteration 16Q: 3 clusters Score -4830814 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -4830872.000000 Penalty: 5339.966309
	Iteration 17Q: 3 clusters Score -4830872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -4830896.000000 Penalty: 5339.966309
	Iteration 18Q: 3 clusters Score -4830896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -4830921.500000 Penalty: 5339.966309
	Iteration 19Q: 3 clusters Score -4830922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -4830946.500000 Penalty: 5339.966309
	Iteration 20F: 3 clusters Score -4830946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -4830965.500000 Penalty: 5339.966309
	Iteration 21Q: 3 clusters Score -4830966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -4830983.500000 Penalty: 5339.966309
	Iteration 22Q: 3 clusters Score -4830984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -4830991.500000 Penalty: 5339.966309
	Iteration 23Q: 3 clusters Score -4830992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -4831001.000000 Penalty: 5339.966309
	Iteration 24Q: 3 clusters Score -4831001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -4831008.500000 Penalty: 5339.966309
	Iteration 25Q: 3 clusters Score -4831008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -4831009.500000 Penalty: 5339.966309
	Iteration 26Q: 3 clusters Score -4831010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -4831016.500000 Penalty: 5339.966309
	Iteration 27Q: 3 clusters Score -4831016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -4831021.500000 Penalty: 5339.966309
	Iteration 28Q: 3 clusters Score -4831022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -4831022.000000 Penalty: 5339.966309
	Iteration 29Q: 3 clusters Score -4831022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -4831034.000000 Penalty: 5339.966309
	Iteration 30Q: 3 clusters Score -4831034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -4831041.500000 Penalty: 5339.966309
	Iteration 31Q: 3 clusters Score -4831042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -4831042.500000 Penalty: 5339.966309
	Iteration 32Q: 3 clusters Score -4831042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -4831042.500000 Penalty: 5339.966309
	Iteration 33F: 3 clusters Score -4831042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Entering Unmasked Estep 
Score: -4208692.000000 Penalty: 2643.844971
	Iteration 0F: 2 clusters Score -4208692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -4179863.000000 Penalty: 5287.689941
	Iteration 0F: 3 clusters Score -4179863 nChanged 19619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -4190756.250000 Penalty: 5287.689941
	Iteration 1F: 3 clusters Score -4190756 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -4191261.000000 Penalty: 5287.689941
	Iteration 2Q: 3 clusters Score -4191261 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -4191740.250000 Penalty: 5287.689941
	Iteration 3Q: 3 clusters Score -4191740 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4192238.000000 Penalty: 5287.689941
	Iteration 4Q: 3 clusters Score -4192238 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -4192873.250000 Penalty: 5287.689941
	Iteration 5Q: 3 clusters Score -4192873 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -4193648.750000 Penalty: 5287.689941
	Iteration 6Q: 3 clusters Score -4193649 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -4194622.000000 Penalty: 5287.689941
	Iteration 7Q: 3 clusters Score -4194622 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -4195895.500000 Penalty: 5287.689941
	Iteration 8Q: 3 clusters Score -4195896 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -4197424.000000 Penalty: 5287.689941
	Iteration 9F: 3 clusters Score -4197424 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -4199110.000000 Penalty: 5287.689941
	Iteration 10F: 3 clusters Score -4199110 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -4200567.000000 Penalty: 5287.689941
	Iteration 11F: 3 clusters Score -4200567 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -4201562.500000 Penalty: 5287.689941
	Iteration 12Q: 3 clusters Score -4201562 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -4202226.500000 Penalty: 5287.689941
	Iteration 13Q: 3 clusters Score -4202226 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -4202654.000000 Penalty: 5287.689941
	Iteration 14Q: 3 clusters Score -4202654 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -4203056.000000 Penalty: 5287.689941
	Iteration 15Q: 3 clusters Score -4203056 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -4203423.500000 Penalty: 5287.689941
	Iteration 16Q: 3 clusters Score -4203424 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -4203749.000000 Penalty: 5287.689941
	Iteration 17Q: 3 clusters Score -4203749 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -4204079.000000 Penalty: 5287.689941
	Iteration 18Q: 3 clusters Score -4204079 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -4204395.500000 Penalty: 5287.689941
	Iteration 19Q: 3 clusters Score -4204396 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -4204654.500000 Penalty: 5287.689941
	Iteration 20F: 3 clusters Score -4204654 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -4204901.000000 Penalty: 5287.689941
	Iteration 21Q: 3 clusters Score -4204901 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -4205123.500000 Penalty: 5287.689941
	Iteration 22Q: 3 clusters Score -4205124 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -4205288.000000 Penalty: 5287.689941
	Iteration 23Q: 3 clusters Score -4205288 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -4205438.500000 Penalty: 5287.689941
	Iteration 24Q: 3 clusters Score -4205438 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -4205577.500000 Penalty: 5287.689941
	Iteration 25Q: 3 clusters Score -4205578 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -4205668.000000 Penalty: 5287.689941
	Iteration 26Q: 3 clusters Score -4205668 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -4205727.000000 Penalty: 5287.689941
	Iteration 27Q: 3 clusters Score -4205727 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -4205784.000000 Penalty: 5287.689941
	Iteration 28Q: 3 clusters Score -4205784 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -4205836.500000 Penalty: 5287.689941
	Iteration 29Q: 3 clusters Score -4205836 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -4205883.500000 Penalty: 5287.689941
	Iteration 30Q: 3 clusters Score -4205884 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -4205923.500000 Penalty: 5287.689941
	Iteration 31Q: 3 clusters Score -4205924 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -4205950.000000 Penalty: 5287.689941
	Iteration 32Q: 3 clusters Score -4205950 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -4205977.500000 Penalty: 5287.689941
	Iteration 33Q: 3 clusters Score -4205978 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4206004.000000 Penalty: 5287.689941
	Iteration 34Q: 3 clusters Score -4206004 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -4206022.000000 Penalty: 5287.689941
	Iteration 35Q: 3 clusters Score -4206022 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -4206033.000000 Penalty: 5287.689941
	Iteration 36Q: 3 clusters Score -4206033 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -4206058.500000 Penalty: 5287.689941
	Iteration 37Q: 3 clusters Score -4206058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -4206060.500000 Penalty: 5287.689941
	Iteration 38Q: 3 clusters Score -4206060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -4206067.000000 Penalty: 5287.689941
	Iteration 39Q: 3 clusters Score -4206067 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -4206073.000000 Penalty: 5287.689941
	Iteration 40F: 3 clusters Score -4206073 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -4206076.000000 Penalty: 5287.689941
	Iteration 41Q: 3 clusters Score -4206076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -4206083.000000 Penalty: 5287.689941
	Iteration 42Q: 3 clusters Score -4206083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -4206085.000000 Penalty: 5287.689941
	Iteration 43Q: 3 clusters Score -4206085 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4206096.000000 Penalty: 5287.689941
	Iteration 44Q: 3 clusters Score -4206096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4206098.500000 Penalty: 5287.689941
	Iteration 45Q: 3 clusters Score -4206098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -4206099.000000 Penalty: 5287.689941
	Iteration 46Q: 3 clusters Score -4206099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4206111.000000 Penalty: 5287.689941
	Iteration 47Q: 3 clusters Score -4206111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -4206104.500000 Penalty: 5287.689941
	Iteration 48Q: 3 clusters Score -4206104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -4206118.500000 Penalty: 5287.689941
	Iteration 49Q: 3 clusters Score -4206118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4206112.500000 Penalty: 5287.689941
	Iteration 50Q: 3 clusters Score -4206112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -4206116.500000 Penalty: 5287.689941
	Iteration 51Q: 3 clusters Score -4206116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -4206127.000000 Penalty: 5287.689941
	Iteration 52Q: 3 clusters Score -4206127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -4206138.500000 Penalty: 5287.689941
	Iteration 53Q: 3 clusters Score -4206138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -4206136.500000 Penalty: 5287.689941
	Iteration 54Q: 3 clusters Score -4206136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -4206150.500000 Penalty: 5287.689941
	Iteration 55Q: 3 clusters Score -4206150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -4206159.500000 Penalty: 5287.689941
	Iteration 56Q: 3 clusters Score -4206160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4206168.000000 Penalty: 5287.689941
	Iteration 57Q: 3 clusters Score -4206168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4206185.500000 Penalty: 5287.689941
	Iteration 58Q: 3 clusters Score -4206186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4206188.500000 Penalty: 5287.689941
	Iteration 59Q: 3 clusters Score -4206188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -4206188.000000 Penalty: 5287.689941
	Iteration 60F: 3 clusters Score -4206188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4206196.500000 Penalty: 5287.689941
	Iteration 61Q: 3 clusters Score -4206196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -4206198.000000 Penalty: 5287.689941
	Iteration 62Q: 3 clusters Score -4206198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -4206202.000000 Penalty: 5287.689941
	Iteration 63Q: 3 clusters Score -4206202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4206201.000000 Penalty: 5287.689941
	Iteration 64Q: 3 clusters Score -4206201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4206197.500000 Penalty: 5287.689941
	Iteration 65Q: 3 clusters Score -4206198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4206211.000000 Penalty: 5287.689941
	Iteration 66Q: 3 clusters Score -4206211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4206213.500000 Penalty: 5287.689941
	Iteration 67Q: 3 clusters Score -4206214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -4206228.000000 Penalty: 5287.689941
	Iteration 68Q: 3 clusters Score -4206228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -4206218.500000 Penalty: 5287.689941
	Iteration 69Q: 3 clusters Score -4206218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -4206232.500000 Penalty: 5287.689941
	Iteration 70Q: 3 clusters Score -4206232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4206242.500000 Penalty: 5287.689941
	Iteration 71Q: 3 clusters Score -4206242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4206253.000000 Penalty: 5287.689941
	Iteration 72Q: 3 clusters Score -4206253 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -4206266.000000 Penalty: 5287.689941
	Iteration 73Q: 3 clusters Score -4206266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4206288.000000 Penalty: 5287.689941
	Iteration 74Q: 3 clusters Score -4206288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -4206309.000000 Penalty: 5287.689941
	Iteration 75Q: 3 clusters Score -4206309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4206316.500000 Penalty: 5287.689941
	Iteration 76Q: 3 clusters Score -4206316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4206324.500000 Penalty: 5287.689941
	Iteration 77Q: 3 clusters Score -4206324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4206325.500000 Penalty: 5287.689941
	Iteration 78Q: 3 clusters Score -4206326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4206333.500000 Penalty: 5287.689941
	Iteration 79Q: 3 clusters Score -4206334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4206350.500000 Penalty: 5287.689941
	Iteration 80F: 3 clusters Score -4206350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -4206349.000000 Penalty: 5287.689941
	Iteration 81Q: 3 clusters Score -4206349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4206359.500000 Penalty: 5287.689941
	Iteration 82Q: 3 clusters Score -4206360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4206375.500000 Penalty: 5287.689941
	Iteration 83Q: 3 clusters Score -4206376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4206380.000000 Penalty: 5287.689941
	Iteration 84Q: 3 clusters Score -4206380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4206387.000000 Penalty: 5287.689941
	Iteration 85Q: 3 clusters Score -4206387 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4206409.500000 Penalty: 5287.689941
	Iteration 86Q: 3 clusters Score -4206410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4206415.500000 Penalty: 5287.689941
	Iteration 87Q: 3 clusters Score -4206416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4206417.500000 Penalty: 5287.689941
	Iteration 88Q: 3 clusters Score -4206418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4206435.000000 Penalty: 5287.689941
	Iteration 89Q: 3 clusters Score -4206435 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4206449.000000 Penalty: 5287.689941
	Iteration 90Q: 3 clusters Score -4206449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4206454.500000 Penalty: 5287.689941
	Iteration 91Q: 3 clusters Score -4206454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4206460.000000 Penalty: 5287.689941
	Iteration 92Q: 3 clusters Score -4206460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4206469.000000 Penalty: 5287.689941
	Iteration 93Q: 3 clusters Score -4206469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4206478.000000 Penalty: 5287.689941
	Iteration 94Q: 3 clusters Score -4206478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4206474.500000 Penalty: 5287.689941
	Iteration 95Q: 3 clusters Score -4206474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4206479.000000 Penalty: 5287.689941
	Iteration 96Q: 3 clusters Score -4206479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4206489.000000 Penalty: 5287.689941
	Iteration 97Q: 3 clusters Score -4206489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4206501.500000 Penalty: 5287.689941
	Iteration 98Q: 3 clusters Score -4206502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4206509.500000 Penalty: 5287.689941
	Iteration 99Q: 3 clusters Score -4206510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4206522.000000 Penalty: 5287.689941
	Iteration 100F: 3 clusters Score -4206522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4206537.500000 Penalty: 5287.689941
	Iteration 101Q: 3 clusters Score -4206538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4206542.000000 Penalty: 5287.689941
	Iteration 102Q: 3 clusters Score -4206542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4206558.000000 Penalty: 5287.689941
	Iteration 103Q: 3 clusters Score -4206558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4206564.000000 Penalty: 5287.689941
	Iteration 104Q: 3 clusters Score -4206564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4206581.000000 Penalty: 5287.689941
	Iteration 105Q: 3 clusters Score -4206581 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4206609.000000 Penalty: 5287.689941
	Iteration 106Q: 3 clusters Score -4206609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4206615.000000 Penalty: 5287.689941
	Iteration 107Q: 3 clusters Score -4206615 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4206626.000000 Penalty: 5287.689941
	Iteration 108Q: 3 clusters Score -4206626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4206636.500000 Penalty: 5287.689941
	Iteration 109Q: 3 clusters Score -4206636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4206634.000000 Penalty: 5287.689941
	Iteration 110Q: 3 clusters Score -4206634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4206630.000000 Penalty: 5287.689941
	Iteration 111Q: 3 clusters Score -4206630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4206632.500000 Penalty: 5287.689941
	Iteration 112Q: 3 clusters Score -4206632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4206636.000000 Penalty: 5287.689941
	Iteration 113Q: 3 clusters Score -4206636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4206633.500000 Penalty: 5287.689941
	Iteration 114Q: 3 clusters Score -4206634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4206639.000000 Penalty: 5287.689941
	Iteration 115Q: 3 clusters Score -4206639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4206645.000000 Penalty: 5287.689941
	Iteration 116Q: 3 clusters Score -4206645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4206646.500000 Penalty: 5287.689941
	Iteration 117Q: 3 clusters Score -4206646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4206646.000000 Penalty: 5287.689941
	Iteration 118Q: 3 clusters Score -4206646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4206645.000000 Penalty: 5287.689941
	Iteration 119Q: 3 clusters Score -4206645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4206650.000000 Penalty: 5287.689941
	Iteration 120F: 3 clusters Score -4206650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4206651.500000 Penalty: 5287.689941
	Iteration 121Q: 3 clusters Score -4206652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4206653.000000 Penalty: 5287.689941
	Iteration 122Q: 3 clusters Score -4206653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4206653.500000 Penalty: 5287.689941
	Iteration 123Q: 3 clusters Score -4206654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4206659.000000 Penalty: 5287.689941
	Iteration 124Q: 3 clusters Score -4206659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4206658.000000 Penalty: 5287.689941
	Iteration 125Q: 3 clusters Score -4206658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4206656.500000 Penalty: 5287.689941
	Iteration 126Q: 3 clusters Score -4206656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4206655.000000 Penalty: 5287.689941
	Iteration 127Q: 3 clusters Score -4206655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4206658.500000 Penalty: 5287.689941
	Iteration 128Q: 3 clusters Score -4206658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4206655.500000 Penalty: 5287.689941
	Iteration 129Q: 3 clusters Score -4206656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4206655.500000 Penalty: 5287.689941
	Iteration 130Q: 3 clusters Score -4206656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4206657.500000 Penalty: 5287.689941
	Iteration 131Q: 3 clusters Score -4206658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4206662.000000 Penalty: 5287.689941
	Iteration 132Q: 3 clusters Score -4206662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4206661.500000 Penalty: 5287.689941
	Iteration 133Q: 3 clusters Score -4206662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4206660.500000 Penalty: 5287.689941
	Iteration 134Q: 3 clusters Score -4206660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4206660.000000 Penalty: 5287.689941
	Iteration 135Q: 3 clusters Score -4206660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4206670.000000 Penalty: 5287.689941
	Iteration 136Q: 3 clusters Score -4206670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4206665.500000 Penalty: 5287.689941
	Iteration 137Q: 3 clusters Score -4206666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4206658.500000 Penalty: 5287.689941
	Iteration 138Q: 3 clusters Score -4206658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4206665.000000 Penalty: 5287.689941
	Iteration 139Q: 3 clusters Score -4206665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4206667.500000 Penalty: 5287.689941
	Iteration 140F: 3 clusters Score -4206668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4206667.000000 Penalty: 5287.689941
	Iteration 141Q: 3 clusters Score -4206667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4206672.500000 Penalty: 5287.689941
	Iteration 142Q: 3 clusters Score -4206672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4206671.500000 Penalty: 5287.689941
	Iteration 143Q: 3 clusters Score -4206672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4206674.000000 Penalty: 5287.689941
	Iteration 144Q: 3 clusters Score -4206674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4206675.500000 Penalty: 5287.689941
	Iteration 145Q: 3 clusters Score -4206676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4206679.000000 Penalty: 5287.689941
	Iteration 146Q: 3 clusters Score -4206679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4206679.000000 Penalty: 5287.689941
	Iteration 147Q: 3 clusters Score -4206679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4206679.000000 Penalty: 5287.689941
	Iteration 148Q: 3 clusters Score -4206679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4206678.500000 Penalty: 5287.689941
	Iteration 149Q: 3 clusters Score -4206678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4206677.500000 Penalty: 5287.689941
	Iteration 150Q: 3 clusters Score -4206678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4206679.000000 Penalty: 5287.689941
	Iteration 151Q: 3 clusters Score -4206679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4206673.500000 Penalty: 5287.689941
	Iteration 152Q: 3 clusters Score -4206674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4206678.000000 Penalty: 5287.689941
	Iteration 153Q: 3 clusters Score -4206678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4206685.000000 Penalty: 5287.689941
	Iteration 154Q: 3 clusters Score -4206685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4206686.500000 Penalty: 5287.689941
	Iteration 155Q: 3 clusters Score -4206686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4206684.000000 Penalty: 5287.689941
	Iteration 156Q: 3 clusters Score -4206684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4206686.000000 Penalty: 5287.689941
	Iteration 157Q: 3 clusters Score -4206686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4206688.000000 Penalty: 5287.689941
	Iteration 158Q: 3 clusters Score -4206688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4206692.000000 Penalty: 5287.689941
	Iteration 159Q: 3 clusters Score -4206692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4206688.000000 Penalty: 5287.689941
	Iteration 160F: 3 clusters Score -4206688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4206697.500000 Penalty: 5287.689941
	Iteration 161Q: 3 clusters Score -4206698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4206698.000000 Penalty: 5287.689941
	Iteration 162Q: 3 clusters Score -4206698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4206705.000000 Penalty: 5287.689941
	Iteration 163Q: 3 clusters Score -4206705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4206703.000000 Penalty: 5287.689941
	Iteration 164Q: 3 clusters Score -4206703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4206703.000000 Penalty: 5287.689941
	Iteration 165Q: 3 clusters Score -4206703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4206704.500000 Penalty: 5287.689941
	Iteration 166Q: 3 clusters Score -4206704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4206704.500000 Penalty: 5287.689941
	Iteration 167Q: 3 clusters Score -4206704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4206712.500000 Penalty: 5287.689941
	Iteration 168Q: 3 clusters Score -4206712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4206710.000000 Penalty: 5287.689941
	Iteration 169Q: 3 clusters Score -4206710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4206721.500000 Penalty: 5287.689941
	Iteration 170Q: 3 clusters Score -4206722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4206725.000000 Penalty: 5287.689941
	Iteration 171Q: 3 clusters Score -4206725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4206724.500000 Penalty: 5287.689941
	Iteration 172Q: 3 clusters Score -4206724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4206727.500000 Penalty: 5287.689941
	Iteration 173Q: 3 clusters Score -4206728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4206728.500000 Penalty: 5287.689941
	Iteration 174Q: 3 clusters Score -4206728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4206726.000000 Penalty: 5287.689941
	Iteration 175Q: 3 clusters Score -4206726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4206734.500000 Penalty: 5287.689941
	Iteration 176Q: 3 clusters Score -4206734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4206736.500000 Penalty: 5287.689941
	Iteration 177Q: 3 clusters Score -4206736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4206738.500000 Penalty: 5287.689941
	Iteration 178Q: 3 clusters Score -4206738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4206740.500000 Penalty: 5287.689941
	Iteration 179Q: 3 clusters Score -4206740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4206730.000000 Penalty: 5287.689941
	Iteration 180F: 3 clusters Score -4206730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4206729.500000 Penalty: 5287.689941
	Iteration 181Q: 3 clusters Score -4206730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4206730.000000 Penalty: 5287.689941
	Iteration 182Q: 3 clusters Score -4206730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4206738.000000 Penalty: 5287.689941
	Iteration 183Q: 3 clusters Score -4206738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4206734.500000 Penalty: 5287.689941
	Iteration 184Q: 3 clusters Score -4206734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4206743.000000 Penalty: 5287.689941
	Iteration 185Q: 3 clusters Score -4206743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4206743.000000 Penalty: 5287.689941
	Iteration 186F: 3 clusters Score -4206743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Entering Unmasked Estep 
Score: -3450051.000000 Penalty: 2597.555664
	Iteration 0F: 2 clusters Score -3450051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3425945.500000 Penalty: 5195.111328
	Iteration 0F: 3 clusters Score -3425946 nChanged 16066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -3434748.250000 Penalty: 5195.111328
	Iteration 1F: 3 clusters Score -3434748 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -3435371.250000 Penalty: 5195.111328
	Iteration 2Q: 3 clusters Score -3435371 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -3436105.250000 Penalty: 5195.111328
	Iteration 3Q: 3 clusters Score -3436105 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -3437008.750000 Penalty: 5195.111328
	Iteration 4Q: 3 clusters Score -3437009 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3438197.750000 Penalty: 5195.111328
	Iteration 5F: 3 clusters Score -3438198 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -3439661.250000 Penalty: 5195.111328
	Iteration 6F: 3 clusters Score -3439661 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -3441294.750000 Penalty: 5195.111328
	Iteration 7F: 3 clusters Score -3441295 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3442945.250000 Penalty: 5195.111328
	Iteration 8F: 3 clusters Score -3442945 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3444538.750000 Penalty: 5195.111328
	Iteration 9F: 3 clusters Score -3444539 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3445974.500000 Penalty: 5195.111328
	Iteration 10F: 3 clusters Score -3445974 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3447279.750000 Penalty: 5195.111328
	Iteration 11Q: 3 clusters Score -3447280 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3448463.250000 Penalty: 5195.111328
	Iteration 12Q: 3 clusters Score -3448463 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -3449443.000000 Penalty: 5195.111328
	Iteration 13Q: 3 clusters Score -3449443 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -3449992.750000 Penalty: 5195.111328
	Iteration 14Q: 3 clusters Score -3449993 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3450280.250000 Penalty: 5195.111328
	Iteration 15Q: 3 clusters Score -3450280 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3450443.500000 Penalty: 5195.111328
	Iteration 16Q: 3 clusters Score -3450444 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3450523.250000 Penalty: 5195.111328
	Iteration 17Q: 3 clusters Score -3450523 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -3450619.500000 Penalty: 5195.111328
	Iteration 18Q: 3 clusters Score -3450620 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3450664.500000 Penalty: 5195.111328
	Iteration 19Q: 3 clusters Score -3450664 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -3450708.250000 Penalty: 5195.111328
	Iteration 20F: 3 clusters Score -3450708 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3450751.000000 Penalty: 5195.111328
	Iteration 21Q: 3 clusters Score -3450751 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3450764.250000 Penalty: 5195.111328
	Iteration 22Q: 3 clusters Score -3450764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3450768.250000 Penalty: 5195.111328
	Iteration 23Q: 3 clusters Score -3450768 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3450773.750000 Penalty: 5195.111328
	Iteration 24Q: 3 clusters Score -3450774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3450784.250000 Penalty: 5195.111328
	Iteration 25Q: 3 clusters Score -3450784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3450799.250000 Penalty: 5195.111328
	Iteration 26Q: 3 clusters Score -3450799 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3450799.000000 Penalty: 5195.111328
	Iteration 27Q: 3 clusters Score -3450799 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3450808.500000 Penalty: 5195.111328
	Iteration 28Q: 3 clusters Score -3450808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -3450797.750000 Penalty: 5195.111328
	Iteration 29Q: 3 clusters Score -3450798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3450797.500000 Penalty: 5195.111328
	Iteration 30Q: 3 clusters Score -3450798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3450801.250000 Penalty: 5195.111328
	Iteration 31Q: 3 clusters Score -3450801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3450799.250000 Penalty: 5195.111328
	Iteration 32Q: 3 clusters Score -3450799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3450804.500000 Penalty: 5195.111328
	Iteration 33Q: 3 clusters Score -3450804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3450814.750000 Penalty: 5195.111328
	Iteration 34Q: 3 clusters Score -3450815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3450807.500000 Penalty: 5195.111328
	Iteration 35Q: 3 clusters Score -3450808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3450814.750000 Penalty: 5195.111328
	Iteration 36Q: 3 clusters Score -3450815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3450818.250000 Penalty: 5195.111328
	Iteration 37Q: 3 clusters Score -3450818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3450816.500000 Penalty: 5195.111328
	Iteration 38Q: 3 clusters Score -3450816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3450815.000000 Penalty: 5195.111328
	Iteration 39Q: 3 clusters Score -3450815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3450816.500000 Penalty: 5195.111328
	Iteration 40F: 3 clusters Score -3450816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3450817.000000 Penalty: 5195.111328
	Iteration 41Q: 3 clusters Score -3450817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3450817.250000 Penalty: 5195.111328
	Iteration 42Q: 3 clusters Score -3450817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3450819.250000 Penalty: 5195.111328
	Iteration 43Q: 3 clusters Score -3450819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3450820.500000 Penalty: 5195.111328
	Iteration 44Q: 3 clusters Score -3450820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3450820.000000 Penalty: 5195.111328
	Iteration 45Q: 3 clusters Score -3450820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3450824.750000 Penalty: 5195.111328
	Iteration 46Q: 3 clusters Score -3450825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3450830.000000 Penalty: 5195.111328
	Iteration 47Q: 3 clusters Score -3450830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3450831.500000 Penalty: 5195.111328
	Iteration 48Q: 3 clusters Score -3450832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3450831.500000 Penalty: 5195.111328
	Iteration 49F: 3 clusters Score -3450832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 10542 members 
Mstep: Class 7 contains 163382 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 23941 members 
Mstep: Class 10 contains 47385 members 
Mstep: Class 11 contains 42645 members 
Mstep: Class 12 contains 11382 members 
Mstep: Class 13 contains 64770 members 
Mstep: Class 14 contains 16552 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 68972 members 
Mstep: Class 17 contains 7527 members 
Mstep: Class 18 contains 1493 members 
Mstep: Class 19 contains 232751 members 
Mstep: Class 20 contains 39254 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 189989 members 
Mstep: Class 23 contains 15574 members 
Mstep: Class 24 contains 237293 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23733 members 
Mstep: Class 27 contains 19911 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17046 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 1604 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 219063 members 
Mstep: Class 34 contains 42556 members 
Mstep: Class 35 contains 1980 members 
Mstep: Class 36 contains 24002 members 
Entering Unmasked Estep 
Score: -157155264.000000 Penalty: 127643.281250
Splitting cluster 12 changes total score from -157156176.000000 to -157155264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (64770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64770 members 
Entering Unmasked Estep 
Score: -6498307.000000 Penalty: 2747.492188
	Iteration 0F: 2 clusters Score -6498307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -6454850.000000 Penalty: 5494.984375
	Iteration 0F: 3 clusters Score -6454850 nChanged 30193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -6471920.000000 Penalty: 5494.984375
	Iteration 1F: 3 clusters Score -6471920 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -6472656.500000 Penalty: 5494.984375
	Iteration 2Q: 3 clusters Score -6472656 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -6473617.000000 Penalty: 5494.984375
	Iteration 3Q: 3 clusters Score -6473617 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -6475107.500000 Penalty: 5494.984375
	Iteration 4Q: 3 clusters Score -6475108 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -6477568.000000 Penalty: 5494.984375
	Iteration 5F: 3 clusters Score -6477568 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -6481372.000000 Penalty: 5494.984375
	Iteration 6F: 3 clusters Score -6481372 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -6485975.000000 Penalty: 5494.984375
	Iteration 7F: 3 clusters Score -6485975 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -6489908.500000 Penalty: 5494.984375
	Iteration 8F: 3 clusters Score -6489908 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -6492164.000000 Penalty: 5494.984375
	Iteration 9F: 3 clusters Score -6492164 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -6493174.000000 Penalty: 5494.984375
	Iteration 10Q: 3 clusters Score -6493174 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -6493736.500000 Penalty: 5494.984375
	Iteration 11Q: 3 clusters Score -6493736 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -6494072.500000 Penalty: 5494.984375
	Iteration 12Q: 3 clusters Score -6494072 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -6494333.000000 Penalty: 5494.984375
	Iteration 13Q: 3 clusters Score -6494333 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -6494642.500000 Penalty: 5494.984375
	Iteration 14Q: 3 clusters Score -6494642 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -6494968.500000 Penalty: 5494.984375
	Iteration 15Q: 3 clusters Score -6494968 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -6495283.500000 Penalty: 5494.984375
	Iteration 16Q: 3 clusters Score -6495284 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -6495662.500000 Penalty: 5494.984375
	Iteration 17Q: 3 clusters Score -6495662 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -6495975.000000 Penalty: 5494.984375
	Iteration 18Q: 3 clusters Score -6495975 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -6496239.500000 Penalty: 5494.984375
	Iteration 19Q: 3 clusters Score -6496240 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -6496392.500000 Penalty: 5494.984375
	Iteration 20F: 3 clusters Score -6496392 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -6496482.500000 Penalty: 5494.984375
	Iteration 21Q: 3 clusters Score -6496482 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -6496547.500000 Penalty: 5494.984375
	Iteration 22Q: 3 clusters Score -6496548 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -6496621.500000 Penalty: 5494.984375
	Iteration 23Q: 3 clusters Score -6496622 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -6496703.500000 Penalty: 5494.984375
	Iteration 24Q: 3 clusters Score -6496704 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -6496745.500000 Penalty: 5494.984375
	Iteration 25Q: 3 clusters Score -6496746 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -6496810.000000 Penalty: 5494.984375
	Iteration 26Q: 3 clusters Score -6496810 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -6496842.500000 Penalty: 5494.984375
	Iteration 27Q: 3 clusters Score -6496842 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -6496871.000000 Penalty: 5494.984375
	Iteration 28Q: 3 clusters Score -6496871 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -6496919.500000 Penalty: 5494.984375
	Iteration 29Q: 3 clusters Score -6496920 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -6496955.000000 Penalty: 5494.984375
	Iteration 30Q: 3 clusters Score -6496955 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -6496979.000000 Penalty: 5494.984375
	Iteration 31Q: 3 clusters Score -6496979 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -6496991.500000 Penalty: 5494.984375
	Iteration 32Q: 3 clusters Score -6496992 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -6497004.500000 Penalty: 5494.984375
	Iteration 33Q: 3 clusters Score -6497004 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -6497007.000000 Penalty: 5494.984375
	Iteration 34Q: 3 clusters Score -6497007 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -6497013.500000 Penalty: 5494.984375
	Iteration 35Q: 3 clusters Score -6497014 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -6497028.500000 Penalty: 5494.984375
	Iteration 36Q: 3 clusters Score -6497028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -6497033.500000 Penalty: 5494.984375
	Iteration 37Q: 3 clusters Score -6497034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -6497052.500000 Penalty: 5494.984375
	Iteration 38Q: 3 clusters Score -6497052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -6497060.000000 Penalty: 5494.984375
	Iteration 39Q: 3 clusters Score -6497060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -6497057.000000 Penalty: 5494.984375
	Iteration 40F: 3 clusters Score -6497057 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -6497062.500000 Penalty: 5494.984375
	Iteration 41Q: 3 clusters Score -6497062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -6497067.500000 Penalty: 5494.984375
	Iteration 42Q: 3 clusters Score -6497068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60542 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -6497071.500000 Penalty: 5494.984375
	Iteration 43Q: 3 clusters Score -6497072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -6497088.500000 Penalty: 5494.984375
	Iteration 44Q: 3 clusters Score -6497088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -6497099.500000 Penalty: 5494.984375
	Iteration 45Q: 3 clusters Score -6497100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -6497109.500000 Penalty: 5494.984375
	Iteration 46Q: 3 clusters Score -6497110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -6497112.000000 Penalty: 5494.984375
	Iteration 47Q: 3 clusters Score -6497112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -6497104.500000 Penalty: 5494.984375
	Iteration 48Q: 3 clusters Score -6497104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -6497112.500000 Penalty: 5494.984375
	Iteration 49Q: 3 clusters Score -6497112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60727 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -6497112.500000 Penalty: 5494.984375
	Iteration 50Q: 3 clusters Score -6497112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -6497108.000000 Penalty: 5494.984375
	Iteration 51Q: 3 clusters Score -6497108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -6497110.000000 Penalty: 5494.984375
	Iteration 52Q: 3 clusters Score -6497110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -6497112.500000 Penalty: 5494.984375
	Iteration 53Q: 3 clusters Score -6497112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -6497131.000000 Penalty: 5494.984375
	Iteration 54Q: 3 clusters Score -6497131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -6497121.000000 Penalty: 5494.984375
	Iteration 55Q: 3 clusters Score -6497121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -6497121.000000 Penalty: 5494.984375
	Iteration 56Q: 3 clusters Score -6497121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -6497131.000000 Penalty: 5494.984375
	Iteration 57Q: 3 clusters Score -6497131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -6497121.000000 Penalty: 5494.984375
	Iteration 58Q: 3 clusters Score -6497121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6497124.000000 Penalty: 5494.984375
	Iteration 59Q: 3 clusters Score -6497124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -6497123.500000 Penalty: 5494.984375
	Iteration 60F: 3 clusters Score -6497124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -6497129.000000 Penalty: 5494.984375
	Iteration 61Q: 3 clusters Score -6497129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -6497135.000000 Penalty: 5494.984375
	Iteration 62Q: 3 clusters Score -6497135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -6497135.500000 Penalty: 5494.984375
	Iteration 63Q: 3 clusters Score -6497136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60922 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -6497138.000000 Penalty: 5494.984375
	Iteration 64Q: 3 clusters Score -6497138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -6497132.500000 Penalty: 5494.984375
	Iteration 65Q: 3 clusters Score -6497132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -6497135.500000 Penalty: 5494.984375
	Iteration 66Q: 3 clusters Score -6497136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60941 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -6497128.000000 Penalty: 5494.984375
	Iteration 67Q: 3 clusters Score -6497128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6497136.000000 Penalty: 5494.984375
	Iteration 68Q: 3 clusters Score -6497136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -6497139.000000 Penalty: 5494.984375
	Iteration 69Q: 3 clusters Score -6497139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -6497144.000000 Penalty: 5494.984375
	Iteration 70Q: 3 clusters Score -6497144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -6497143.000000 Penalty: 5494.984375
	Iteration 71Q: 3 clusters Score -6497143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -6497144.500000 Penalty: 5494.984375
	Iteration 72Q: 3 clusters Score -6497144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -6497140.000000 Penalty: 5494.984375
	Iteration 73Q: 3 clusters Score -6497140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -6497130.500000 Penalty: 5494.984375
	Iteration 74Q: 3 clusters Score -6497130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60981 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -6497135.500000 Penalty: 5494.984375
	Iteration 75Q: 3 clusters Score -6497136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60994 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -6497149.500000 Penalty: 5494.984375
	Iteration 76Q: 3 clusters Score -6497150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61007 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -6497147.500000 Penalty: 5494.984375
	Iteration 77Q: 3 clusters Score -6497148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -6497138.500000 Penalty: 5494.984375
	Iteration 78Q: 3 clusters Score -6497138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6497147.000000 Penalty: 5494.984375
	Iteration 79Q: 3 clusters Score -6497147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -6497140.000000 Penalty: 5494.984375
	Iteration 80F: 3 clusters Score -6497140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -6497137.500000 Penalty: 5494.984375
	Iteration 81Q: 3 clusters Score -6497138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -6497139.000000 Penalty: 5494.984375
	Iteration 82Q: 3 clusters Score -6497139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61043 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -6497142.000000 Penalty: 5494.984375
	Iteration 83Q: 3 clusters Score -6497142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61046 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -6497140.500000 Penalty: 5494.984375
	Iteration 84Q: 3 clusters Score -6497140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -6497139.000000 Penalty: 5494.984375
	Iteration 85Q: 3 clusters Score -6497139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -6497139.000000 Penalty: 5494.984375
	Iteration 86F: 3 clusters Score -6497139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Entering Unmasked Estep 
Score: -1633538.125000 Penalty: 2409.136963
	Iteration 0F: 2 clusters Score -1633538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1621618.375000 Penalty: 4818.273926
	Iteration 0F: 3 clusters Score -1621618 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1625540.625000 Penalty: 4818.273926
	Iteration 1F: 3 clusters Score -1625541 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1625908.250000 Penalty: 4818.273926
	Iteration 2F: 3 clusters Score -1625908 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1626159.125000 Penalty: 4818.273926
	Iteration 3Q: 3 clusters Score -1626159 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1626352.250000 Penalty: 4818.273926
	Iteration 4Q: 3 clusters Score -1626352 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1626530.750000 Penalty: 4818.273926
	Iteration 5Q: 3 clusters Score -1626531 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1626722.000000 Penalty: 4818.273926
	Iteration 6Q: 3 clusters Score -1626722 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1626978.125000 Penalty: 4818.273926
	Iteration 7Q: 3 clusters Score -1626978 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1627288.875000 Penalty: 4818.273926
	Iteration 8Q: 3 clusters Score -1627289 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1627693.250000 Penalty: 4818.273926
	Iteration 9Q: 3 clusters Score -1627693 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1628193.625000 Penalty: 4818.273926
	Iteration 10Q: 3 clusters Score -1628194 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1628803.250000 Penalty: 4818.273926
	Iteration 11F: 3 clusters Score -1628803 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1629442.250000 Penalty: 4818.273926
	Iteration 12Q: 3 clusters Score -1629442 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1630039.250000 Penalty: 4818.273926
	Iteration 13Q: 3 clusters Score -1630039 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1630483.125000 Penalty: 4818.273926
	Iteration 14Q: 3 clusters Score -1630483 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1630812.750000 Penalty: 4818.273926
	Iteration 15Q: 3 clusters Score -1630813 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1631036.125000 Penalty: 4818.273926
	Iteration 16Q: 3 clusters Score -1631036 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1631186.500000 Penalty: 4818.273926
	Iteration 17Q: 3 clusters Score -1631186 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1631302.500000 Penalty: 4818.273926
	Iteration 18Q: 3 clusters Score -1631302 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1631371.750000 Penalty: 4818.273926
	Iteration 19Q: 3 clusters Score -1631372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1631418.375000 Penalty: 4818.273926
	Iteration 20F: 3 clusters Score -1631418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1631445.625000 Penalty: 4818.273926
	Iteration 21Q: 3 clusters Score -1631446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1631462.125000 Penalty: 4818.273926
	Iteration 22Q: 3 clusters Score -1631462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1631469.500000 Penalty: 4818.273926
	Iteration 23Q: 3 clusters Score -1631470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1631473.000000 Penalty: 4818.273926
	Iteration 24Q: 3 clusters Score -1631473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1631478.625000 Penalty: 4818.273926
	Iteration 25Q: 3 clusters Score -1631479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1631482.125000 Penalty: 4818.273926
	Iteration 26Q: 3 clusters Score -1631482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1631485.000000 Penalty: 4818.273926
	Iteration 27Q: 3 clusters Score -1631485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1631482.375000 Penalty: 4818.273926
	Iteration 28Q: 3 clusters Score -1631482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1631490.875000 Penalty: 4818.273926
	Iteration 29Q: 3 clusters Score -1631491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1631492.750000 Penalty: 4818.273926
	Iteration 30Q: 3 clusters Score -1631493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1631494.250000 Penalty: 4818.273926
	Iteration 31Q: 3 clusters Score -1631494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1631499.125000 Penalty: 4818.273926
	Iteration 32Q: 3 clusters Score -1631499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1631500.250000 Penalty: 4818.273926
	Iteration 33Q: 3 clusters Score -1631500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1631501.125000 Penalty: 4818.273926
	Iteration 34Q: 3 clusters Score -1631501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1631501.875000 Penalty: 4818.273926
	Iteration 35Q: 3 clusters Score -1631502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1631505.125000 Penalty: 4818.273926
	Iteration 36Q: 3 clusters Score -1631505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1631505.125000 Penalty: 4818.273926
	Iteration 37F: 3 clusters Score -1631505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Entering Unmasked Estep 
Score: -1537804.500000 Penalty: 2387.759766
	Iteration 0F: 2 clusters Score -1537804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1526818.750000 Penalty: 4775.519531
	Iteration 0F: 3 clusters Score -1526819 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1530451.375000 Penalty: 4775.519531
	Iteration 1F: 3 clusters Score -1530451 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1530826.125000 Penalty: 4775.519531
	Iteration 2F: 3 clusters Score -1530826 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1531083.500000 Penalty: 4775.519531
	Iteration 3Q: 3 clusters Score -1531084 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1531315.625000 Penalty: 4775.519531
	Iteration 4Q: 3 clusters Score -1531316 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1531537.375000 Penalty: 4775.519531
	Iteration 5Q: 3 clusters Score -1531537 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1531789.750000 Penalty: 4775.519531
	Iteration 6Q: 3 clusters Score -1531790 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1532091.250000 Penalty: 4775.519531
	Iteration 7Q: 3 clusters Score -1532091 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1532452.500000 Penalty: 4775.519531
	Iteration 8Q: 3 clusters Score -1532452 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1532863.375000 Penalty: 4775.519531
	Iteration 9Q: 3 clusters Score -1532863 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1533325.500000 Penalty: 4775.519531
	Iteration 10Q: 3 clusters Score -1533326 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1533820.625000 Penalty: 4775.519531
	Iteration 11Q: 3 clusters Score -1533821 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1534254.375000 Penalty: 4775.519531
	Iteration 12Q: 3 clusters Score -1534254 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1534623.500000 Penalty: 4775.519531
	Iteration 13Q: 3 clusters Score -1534624 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1534909.500000 Penalty: 4775.519531
	Iteration 14Q: 3 clusters Score -1534910 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1535113.375000 Penalty: 4775.519531
	Iteration 15Q: 3 clusters Score -1535113 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1535267.750000 Penalty: 4775.519531
	Iteration 16Q: 3 clusters Score -1535268 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1535398.625000 Penalty: 4775.519531
	Iteration 17Q: 3 clusters Score -1535399 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1535473.875000 Penalty: 4775.519531
	Iteration 18Q: 3 clusters Score -1535474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1535530.625000 Penalty: 4775.519531
	Iteration 19Q: 3 clusters Score -1535531 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1535584.250000 Penalty: 4775.519531
	Iteration 20F: 3 clusters Score -1535584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1535624.750000 Penalty: 4775.519531
	Iteration 21Q: 3 clusters Score -1535625 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1535654.500000 Penalty: 4775.519531
	Iteration 22Q: 3 clusters Score -1535654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1535677.625000 Penalty: 4775.519531
	Iteration 23Q: 3 clusters Score -1535678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1535693.375000 Penalty: 4775.519531
	Iteration 24Q: 3 clusters Score -1535693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1535703.875000 Penalty: 4775.519531
	Iteration 25Q: 3 clusters Score -1535704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1535712.875000 Penalty: 4775.519531
	Iteration 26Q: 3 clusters Score -1535713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1535722.375000 Penalty: 4775.519531
	Iteration 27Q: 3 clusters Score -1535722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1535730.000000 Penalty: 4775.519531
	Iteration 28Q: 3 clusters Score -1535730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1535735.750000 Penalty: 4775.519531
	Iteration 29Q: 3 clusters Score -1535736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1535738.750000 Penalty: 4775.519531
	Iteration 30Q: 3 clusters Score -1535739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1535744.625000 Penalty: 4775.519531
	Iteration 31Q: 3 clusters Score -1535745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1535761.750000 Penalty: 4775.519531
	Iteration 32Q: 3 clusters Score -1535762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1535773.250000 Penalty: 4775.519531
	Iteration 33Q: 3 clusters Score -1535773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1535781.250000 Penalty: 4775.519531
	Iteration 34Q: 3 clusters Score -1535781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1535783.250000 Penalty: 4775.519531
	Iteration 35Q: 3 clusters Score -1535783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1535784.875000 Penalty: 4775.519531
	Iteration 36Q: 3 clusters Score -1535785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1535788.500000 Penalty: 4775.519531
	Iteration 37Q: 3 clusters Score -1535788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1535788.500000 Penalty: 4775.519531
	Iteration 38F: 3 clusters Score -1535788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68972 members 
Entering Unmasked Estep 
Score: -7001718.000000 Penalty: 2763.081055
	Iteration 0F: 2 clusters Score -7001718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -6955393.000000 Penalty: 5526.162109
	Iteration 0F: 3 clusters Score -6955393 nChanged 32219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -6973202.000000 Penalty: 5526.162109
	Iteration 1F: 3 clusters Score -6973202 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -6973681.500000 Penalty: 5526.162109
	Iteration 2Q: 3 clusters Score -6973682 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -6974138.500000 Penalty: 5526.162109
	Iteration 3Q: 3 clusters Score -6974138 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -6974553.000000 Penalty: 5526.162109
	Iteration 4Q: 3 clusters Score -6974553 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -6974972.000000 Penalty: 5526.162109
	Iteration 5Q: 3 clusters Score -6974972 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -6975350.500000 Penalty: 5526.162109
	Iteration 6Q: 3 clusters Score -6975350 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -6975719.000000 Penalty: 5526.162109
	Iteration 7Q: 3 clusters Score -6975719 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -6976246.000000 Penalty: 5526.162109
	Iteration 8Q: 3 clusters Score -6976246 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -6976881.000000 Penalty: 5526.162109
	Iteration 9Q: 3 clusters Score -6976881 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -6977583.500000 Penalty: 5526.162109
	Iteration 10Q: 3 clusters Score -6977584 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -6978576.000000 Penalty: 5526.162109
	Iteration 11Q: 3 clusters Score -6978576 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -6979835.000000 Penalty: 5526.162109
	Iteration 12Q: 3 clusters Score -6979835 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -6981338.500000 Penalty: 5526.162109
	Iteration 13Q: 3 clusters Score -6981338 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -6983040.000000 Penalty: 5526.162109
	Iteration 14Q: 3 clusters Score -6983040 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -6984853.500000 Penalty: 5526.162109
	Iteration 15Q: 3 clusters Score -6984854 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -6986470.500000 Penalty: 5526.162109
	Iteration 16Q: 3 clusters Score -6986470 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -6987529.500000 Penalty: 5526.162109
	Iteration 17Q: 3 clusters Score -6987530 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -6988078.500000 Penalty: 5526.162109
	Iteration 18Q: 3 clusters Score -6988078 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -6988374.500000 Penalty: 5526.162109
	Iteration 19Q: 3 clusters Score -6988374 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -6988546.500000 Penalty: 5526.162109
	Iteration 20F: 3 clusters Score -6988546 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -6988716.500000 Penalty: 5526.162109
	Iteration 21Q: 3 clusters Score -6988716 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -6988825.000000 Penalty: 5526.162109
	Iteration 22Q: 3 clusters Score -6988825 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -6988979.000000 Penalty: 5526.162109
	Iteration 23Q: 3 clusters Score -6988979 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -6989102.500000 Penalty: 5526.162109
	Iteration 24Q: 3 clusters Score -6989102 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -6989214.000000 Penalty: 5526.162109
	Iteration 25Q: 3 clusters Score -6989214 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -6989409.000000 Penalty: 5526.162109
	Iteration 26Q: 3 clusters Score -6989409 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -6989613.500000 Penalty: 5526.162109
	Iteration 27Q: 3 clusters Score -6989614 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -6989855.000000 Penalty: 5526.162109
	Iteration 28Q: 3 clusters Score -6989855 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -6990065.000000 Penalty: 5526.162109
	Iteration 29Q: 3 clusters Score -6990065 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -6990343.000000 Penalty: 5526.162109
	Iteration 30Q: 3 clusters Score -6990343 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -6990602.500000 Penalty: 5526.162109
	Iteration 31Q: 3 clusters Score -6990602 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -6990982.500000 Penalty: 5526.162109
	Iteration 32Q: 3 clusters Score -6990982 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -6991369.000000 Penalty: 5526.162109
	Iteration 33Q: 3 clusters Score -6991369 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -6991819.500000 Penalty: 5526.162109
	Iteration 34Q: 3 clusters Score -6991820 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -6992268.500000 Penalty: 5526.162109
	Iteration 35Q: 3 clusters Score -6992268 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -6992775.000000 Penalty: 5526.162109
	Iteration 36Q: 3 clusters Score -6992775 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -6993309.500000 Penalty: 5526.162109
	Iteration 37Q: 3 clusters Score -6993310 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -6993864.500000 Penalty: 5526.162109
	Iteration 38Q: 3 clusters Score -6993864 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -6994305.500000 Penalty: 5526.162109
	Iteration 39Q: 3 clusters Score -6994306 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -6994862.500000 Penalty: 5526.162109
	Iteration 40F: 3 clusters Score -6994862 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -6995404.500000 Penalty: 5526.162109
	Iteration 41Q: 3 clusters Score -6995404 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -6995861.500000 Penalty: 5526.162109
	Iteration 42Q: 3 clusters Score -6995862 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -6996365.000000 Penalty: 5526.162109
	Iteration 43Q: 3 clusters Score -6996365 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -6996866.000000 Penalty: 5526.162109
	Iteration 44Q: 3 clusters Score -6996866 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -6997323.500000 Penalty: 5526.162109
	Iteration 45Q: 3 clusters Score -6997324 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -6997754.000000 Penalty: 5526.162109
	Iteration 46Q: 3 clusters Score -6997754 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -6998107.500000 Penalty: 5526.162109
	Iteration 47Q: 3 clusters Score -6998108 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 67003 members 
Entering Unmasked Estep 
Score: -6998398.500000 Penalty: 5526.162109
	Iteration 48Q: 3 clusters Score -6998398 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -6998585.000000 Penalty: 5526.162109
	Iteration 49Q: 3 clusters Score -6998585 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -6998771.500000 Penalty: 5526.162109
	Iteration 50Q: 3 clusters Score -6998772 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -6998959.000000 Penalty: 5526.162109
	Iteration 51Q: 3 clusters Score -6998959 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -6999051.000000 Penalty: 5526.162109
	Iteration 52Q: 3 clusters Score -6999051 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -6999128.000000 Penalty: 5526.162109
	Iteration 53Q: 3 clusters Score -6999128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -6999176.500000 Penalty: 5526.162109
	Iteration 54Q: 3 clusters Score -6999176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -6999222.500000 Penalty: 5526.162109
	Iteration 55Q: 3 clusters Score -6999222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -6999243.000000 Penalty: 5526.162109
	Iteration 56Q: 3 clusters Score -6999243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 68369 members 
Entering Unmasked Estep 
Score: -6999262.000000 Penalty: 5526.162109
	Iteration 57Q: 3 clusters Score -6999262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -6999276.000000 Penalty: 5526.162109
	Iteration 58Q: 3 clusters Score -6999276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 68404 members 
Entering Unmasked Estep 
Score: -6999286.000000 Penalty: 5526.162109
	Iteration 59Q: 3 clusters Score -6999286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -6999298.000000 Penalty: 5526.162109
	Iteration 60F: 3 clusters Score -6999298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
Score: -6999301.000000 Penalty: 5526.162109
	Iteration 61Q: 3 clusters Score -6999301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -6999305.500000 Penalty: 5526.162109
	Iteration 62Q: 3 clusters Score -6999306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -6999309.000000 Penalty: 5526.162109
	Iteration 63Q: 3 clusters Score -6999309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -6999309.000000 Penalty: 5526.162109
	Iteration 64Q: 3 clusters Score -6999309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -6999306.000000 Penalty: 5526.162109
	Iteration 65Q: 3 clusters Score -6999306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 68437 members 
Entering Unmasked Estep 
Score: -6999304.500000 Penalty: 5526.162109
	Iteration 66Q: 3 clusters Score -6999304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 68441 members 
Entering Unmasked Estep 
Score: -6999309.500000 Penalty: 5526.162109
	Iteration 67Q: 3 clusters Score -6999310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -6999315.000000 Penalty: 5526.162109
	Iteration 68Q: 3 clusters Score -6999315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
Score: -6999322.500000 Penalty: 5526.162109
	Iteration 69Q: 3 clusters Score -6999322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -6999325.500000 Penalty: 5526.162109
	Iteration 70Q: 3 clusters Score -6999326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 68462 members 
Entering Unmasked Estep 
Score: -6999323.500000 Penalty: 5526.162109
	Iteration 71Q: 3 clusters Score -6999324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
Score: -6999325.500000 Penalty: 5526.162109
	Iteration 72Q: 3 clusters Score -6999326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -6999326.000000 Penalty: 5526.162109
	Iteration 73Q: 3 clusters Score -6999326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -6999326.000000 Penalty: 5526.162109
	Iteration 74F: 3 clusters Score -6999326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -763757.625000 Penalty: 2213.710449
	Iteration 0F: 2 clusters Score -763757.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -757714.687500 Penalty: 4427.420898
	Iteration 0F: 3 clusters Score -757714.7 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -759269.125000 Penalty: 4427.420898
	Iteration 1F: 3 clusters Score -759269.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -759602.625000 Penalty: 4427.420898
	Iteration 2F: 3 clusters Score -759602.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -759854.375000 Penalty: 4427.420898
	Iteration 3F: 3 clusters Score -759854.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -760064.937500 Penalty: 4427.420898
	Iteration 4F: 3 clusters Score -760064.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -760233.250000 Penalty: 4427.420898
	Iteration 5Q: 3 clusters Score -760233.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -760370.812500 Penalty: 4427.420898
	Iteration 6Q: 3 clusters Score -760370.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -760513.187500 Penalty: 4427.420898
	Iteration 7Q: 3 clusters Score -760513.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -760657.375000 Penalty: 4427.420898
	Iteration 8Q: 3 clusters Score -760657.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -760813.750000 Penalty: 4427.420898
	Iteration 9Q: 3 clusters Score -760813.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -760991.250000 Penalty: 4427.420898
	Iteration 10Q: 3 clusters Score -760991.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -761138.937500 Penalty: 4427.420898
	Iteration 11Q: 3 clusters Score -761138.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -761286.187500 Penalty: 4427.420898
	Iteration 12Q: 3 clusters Score -761286.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -761411.312500 Penalty: 4427.420898
	Iteration 13Q: 3 clusters Score -761411.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -761515.250000 Penalty: 4427.420898
	Iteration 14Q: 3 clusters Score -761515.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -761591.437500 Penalty: 4427.420898
	Iteration 15Q: 3 clusters Score -761591.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -761638.312500 Penalty: 4427.420898
	Iteration 16Q: 3 clusters Score -761638.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -761671.000000 Penalty: 4427.420898
	Iteration 17Q: 3 clusters Score -761671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -761705.937500 Penalty: 4427.420898
	Iteration 18Q: 3 clusters Score -761705.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -761742.437500 Penalty: 4427.420898
	Iteration 19Q: 3 clusters Score -761742.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -761765.187500 Penalty: 4427.420898
	Iteration 20F: 3 clusters Score -761765.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -761778.312500 Penalty: 4427.420898
	Iteration 21Q: 3 clusters Score -761778.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -761789.812500 Penalty: 4427.420898
	Iteration 22Q: 3 clusters Score -761789.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -761803.687500 Penalty: 4427.420898
	Iteration 23Q: 3 clusters Score -761803.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -761816.125000 Penalty: 4427.420898
	Iteration 24Q: 3 clusters Score -761816.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -761829.000000 Penalty: 4427.420898
	Iteration 25Q: 3 clusters Score -761829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -761840.687500 Penalty: 4427.420898
	Iteration 26Q: 3 clusters Score -761840.7 nChanged 25
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: -761852.125000 Penalty: 4427.420898
	Iteration 27Q: 3 clusters Score -761852.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -761858.250000 Penalty: 4427.420898
	Iteration 28Q: 3 clusters Score -761858.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -761860.187500 Penalty: 4427.420898
	Iteration 29Q: 3 clusters Score -761860.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -761868.062500 Penalty: 4427.420898
	Iteration 30Q: 3 clusters Score -761868.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -761873.500000 Penalty: 4427.420898
	Iteration 31Q: 3 clusters Score -761873.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -761881.312500 Penalty: 4427.420898
	Iteration 32Q: 3 clusters Score -761881.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -761891.937500 Penalty: 4427.420898
	Iteration 33Q: 3 clusters Score -761891.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -761897.875000 Penalty: 4427.420898
	Iteration 34Q: 3 clusters Score -761897.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -761905.875000 Penalty: 4427.420898
	Iteration 35Q: 3 clusters Score -761905.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -761909.500000 Penalty: 4427.420898
	Iteration 36Q: 3 clusters Score -761909.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -761910.687500 Penalty: 4427.420898
	Iteration 37Q: 3 clusters Score -761910.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -761911.250000 Penalty: 4427.420898
	Iteration 38Q: 3 clusters Score -761911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -761911.187500 Penalty: 4427.420898
	Iteration 39Q: 3 clusters Score -761911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -761911.562500 Penalty: 4427.420898
	Iteration 40F: 3 clusters Score -761911.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -761912.875000 Penalty: 4427.420898
	Iteration 41Q: 3 clusters Score -761912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -761912.437500 Penalty: 4427.420898
	Iteration 42Q: 3 clusters Score -761912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -761914.500000 Penalty: 4427.420898
	Iteration 43Q: 3 clusters Score -761914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -761916.125000 Penalty: 4427.420898
	Iteration 44Q: 3 clusters Score -761916.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -761918.000000 Penalty: 4427.420898
	Iteration 45Q: 3 clusters Score -761918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -761918.500000 Penalty: 4427.420898
	Iteration 46Q: 3 clusters Score -761918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -761918.437500 Penalty: 4427.420898
	Iteration 47Q: 3 clusters Score -761918.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -761918.437500 Penalty: 4427.420898
	Iteration 48F: 3 clusters Score -761918.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -137835.515625 Penalty: 1812.518555
	Iteration 0F: 2 clusters Score -137835.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -135573.546875 Penalty: 3625.037109
	Iteration 0F: 3 clusters Score -135573.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -136019.765625 Penalty: 3625.037109
	Iteration 1F: 3 clusters Score -136019.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -136186.625000 Penalty: 3625.037109
	Iteration 2F: 3 clusters Score -136186.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -136301.062500 Penalty: 3625.037109
	Iteration 3F: 3 clusters Score -136301.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -136400.750000 Penalty: 3625.037109
	Iteration 4F: 3 clusters Score -136400.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136474.562500 Penalty: 3625.037109
	Iteration 5Q: 3 clusters Score -136474.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -136533.703125 Penalty: 3625.037109
	Iteration 6Q: 3 clusters Score -136533.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -136580.609375 Penalty: 3625.037109
	Iteration 7Q: 3 clusters Score -136580.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -136612.000000 Penalty: 3625.037109
	Iteration 8Q: 3 clusters Score -136612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -136641.687500 Penalty: 3625.037109
	Iteration 9Q: 3 clusters Score -136641.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -136669.843750 Penalty: 3625.037109
	Iteration 10Q: 3 clusters Score -136669.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -136688.578125 Penalty: 3625.037109
	Iteration 11Q: 3 clusters Score -136688.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -136696.468750 Penalty: 3625.037109
	Iteration 12Q: 3 clusters Score -136696.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -136706.140625 Penalty: 3625.037109
	Iteration 13Q: 3 clusters Score -136706.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -136709.906250 Penalty: 3625.037109
	Iteration 14Q: 3 clusters Score -136709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -136711.812500 Penalty: 3625.037109
	Iteration 15Q: 3 clusters Score -136711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -136714.437500 Penalty: 3625.037109
	Iteration 16Q: 3 clusters Score -136714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -136715.234375 Penalty: 3625.037109
	Iteration 17Q: 3 clusters Score -136715.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -136715.234375 Penalty: 3625.037109
	Iteration 18F: 3 clusters Score -136715.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (232751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232751 members 
Entering Unmasked Estep 
Score: -23345162.000000 Penalty: 3064.715576
	Iteration 0F: 2 clusters Score -2.334516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116955 members 
Mstep: Class 2 contains 115796 members 
Entering Unmasked Estep 
Score: -23194648.000000 Penalty: 6129.431152
	Iteration 0F: 3 clusters Score -2.319465e+07 nChanged 112255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126672 members 
Mstep: Class 2 contains 106079 members 
Entering Unmasked Estep 
Score: -23260604.000000 Penalty: 6129.431152
	Iteration 1F: 3 clusters Score -2.32606e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133340 members 
Mstep: Class 2 contains 99411 members 
Entering Unmasked Estep 
Score: -23263154.000000 Penalty: 6129.431152
	Iteration 2Q: 3 clusters Score -2.326315e+07 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143690 members 
Mstep: Class 2 contains 89061 members 
Entering Unmasked Estep 
Score: -23268112.000000 Penalty: 6129.431152
	Iteration 3Q: 3 clusters Score -2.326811e+07 nChanged 15938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159350 members 
Mstep: Class 2 contains 73401 members 
Entering Unmasked Estep 
Score: -23277854.000000 Penalty: 6129.431152
	Iteration 4F: 3 clusters Score -2.327785e+07 nChanged 21063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180307 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -23294782.000000 Penalty: 6129.431152
	Iteration 5F: 3 clusters Score -2.329478e+07 nChanged 22622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202867 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -23315138.000000 Penalty: 6129.431152
	Iteration 6F: 3 clusters Score -2.331514e+07 nChanged 16658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219511 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -23330210.000000 Penalty: 6129.431152
	Iteration 7F: 3 clusters Score -2.333021e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227656 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -23337840.000000 Penalty: 6129.431152
	Iteration 8Q: 3 clusters Score -2.333784e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230706 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -23340578.000000 Penalty: 6129.431152
	Iteration 9Q: 3 clusters Score -2.334058e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231775 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -23341596.000000 Penalty: 6129.431152
	Iteration 10Q: 3 clusters Score -2.33416e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232121 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -23341970.000000 Penalty: 6129.431152
	Iteration 11Q: 3 clusters Score -2.334197e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232254 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -23342214.000000 Penalty: 6129.431152
	Iteration 12Q: 3 clusters Score -2.334221e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232297 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -23342268.000000 Penalty: 6129.431152
	Iteration 13Q: 3 clusters Score -2.334227e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232333 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -23342348.000000 Penalty: 6129.431152
	Iteration 14Q: 3 clusters Score -2.334235e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232348 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -23342362.000000 Penalty: 6129.431152
	Iteration 15Q: 3 clusters Score -2.334236e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232363 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -23342402.000000 Penalty: 6129.431152
	Iteration 16Q: 3 clusters Score -2.33424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232362 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -23342410.000000 Penalty: 6129.431152
	Iteration 17Q: 3 clusters Score -2.334241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232368 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23342436.000000 Penalty: 6129.431152
	Iteration 18Q: 3 clusters Score -2.334244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232375 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -23342446.000000 Penalty: 6129.431152
	Iteration 19Q: 3 clusters Score -2.334245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232386 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -23342482.000000 Penalty: 6129.431152
	Iteration 20F: 3 clusters Score -2.334248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232389 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -23342498.000000 Penalty: 6129.431152
	Iteration 21Q: 3 clusters Score -2.33425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232393 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -23342504.000000 Penalty: 6129.431152
	Iteration 22Q: 3 clusters Score -2.33425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232397 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23342518.000000 Penalty: 6129.431152
	Iteration 23Q: 3 clusters Score -2.334252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232396 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23342516.000000 Penalty: 6129.431152
	Iteration 24Q: 3 clusters Score -2.334252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232395 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -23342518.000000 Penalty: 6129.431152
	Iteration 25Q: 3 clusters Score -2.334252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232396 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23342510.000000 Penalty: 6129.431152
	Iteration 26Q: 3 clusters Score -2.334251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232398 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -23342514.000000 Penalty: 6129.431152
	Iteration 27Q: 3 clusters Score -2.334251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232399 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -23342514.000000 Penalty: 6129.431152
	Iteration 28Q: 3 clusters Score -2.334251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232400 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23342520.000000 Penalty: 6129.431152
	Iteration 29Q: 3 clusters Score -2.334252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232401 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23342538.000000 Penalty: 6129.431152
	Iteration 30Q: 3 clusters Score -2.334254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232401 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23342544.000000 Penalty: 6129.431152
	Iteration 31Q: 3 clusters Score -2.334254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232398 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -23342550.000000 Penalty: 6129.431152
	Iteration 32Q: 3 clusters Score -2.334255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232397 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23342542.000000 Penalty: 6129.431152
	Iteration 33Q: 3 clusters Score -2.334254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232398 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -23342550.000000 Penalty: 6129.431152
	Iteration 34Q: 3 clusters Score -2.334255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232399 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -23342558.000000 Penalty: 6129.431152
	Iteration 35Q: 3 clusters Score -2.334256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232396 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23342550.000000 Penalty: 6129.431152
	Iteration 36Q: 3 clusters Score -2.334255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232396 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23342550.000000 Penalty: 6129.431152
	Iteration 37Q: 3 clusters Score -2.334255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232395 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -23342552.000000 Penalty: 6129.431152
	Iteration 38Q: 3 clusters Score -2.334255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232394 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -23342540.000000 Penalty: 6129.431152
	Iteration 39Q: 3 clusters Score -2.334254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232394 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -23342540.000000 Penalty: 6129.431152
	Iteration 40F: 3 clusters Score -2.334254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Entering Unmasked Estep 
Score: -3590162.750000 Penalty: 2623.296387
	Iteration 0F: 2 clusters Score -3590163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3563406.000000 Penalty: 5246.592773
	Iteration 0F: 3 clusters Score -3563406 nChanged 17999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3573935.500000 Penalty: 5246.592773
	Iteration 1F: 3 clusters Score -3573936 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3574916.250000 Penalty: 5246.592773
	Iteration 2F: 3 clusters Score -3574916 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3575976.500000 Penalty: 5246.592773
	Iteration 3F: 3 clusters Score -3575976 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3577118.250000 Penalty: 5246.592773
	Iteration 4F: 3 clusters Score -3577118 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -3578357.750000 Penalty: 5246.592773
	Iteration 5F: 3 clusters Score -3578358 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3579634.250000 Penalty: 5246.592773
	Iteration 6F: 3 clusters Score -3579634 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3580852.500000 Penalty: 5246.592773
	Iteration 7F: 3 clusters Score -3580852 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3581994.500000 Penalty: 5246.592773
	Iteration 8Q: 3 clusters Score -3581994 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3583075.750000 Penalty: 5246.592773
	Iteration 9Q: 3 clusters Score -3583076 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3583831.500000 Penalty: 5246.592773
	Iteration 10Q: 3 clusters Score -3583832 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -3584353.500000 Penalty: 5246.592773
	Iteration 11Q: 3 clusters Score -3584354 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3584682.500000 Penalty: 5246.592773
	Iteration 12Q: 3 clusters Score -3584682 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3584929.000000 Penalty: 5246.592773
	Iteration 13Q: 3 clusters Score -3584929 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3585164.000000 Penalty: 5246.592773
	Iteration 14Q: 3 clusters Score -3585164 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3585380.750000 Penalty: 5246.592773
	Iteration 15Q: 3 clusters Score -3585381 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -3585583.500000 Penalty: 5246.592773
	Iteration 16Q: 3 clusters Score -3585584 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3585818.250000 Penalty: 5246.592773
	Iteration 17Q: 3 clusters Score -3585818 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -3586041.000000 Penalty: 5246.592773
	Iteration 18Q: 3 clusters Score -3586041 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3586237.750000 Penalty: 5246.592773
	Iteration 19Q: 3 clusters Score -3586238 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3586410.500000 Penalty: 5246.592773
	Iteration 20F: 3 clusters Score -3586410 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3586554.000000 Penalty: 5246.592773
	Iteration 21Q: 3 clusters Score -3586554 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -3586670.500000 Penalty: 5246.592773
	Iteration 22Q: 3 clusters Score -3586670 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -3586754.500000 Penalty: 5246.592773
	Iteration 23Q: 3 clusters Score -3586754 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3586833.500000 Penalty: 5246.592773
	Iteration 24Q: 3 clusters Score -3586834 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -3586901.000000 Penalty: 5246.592773
	Iteration 25Q: 3 clusters Score -3586901 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3586954.250000 Penalty: 5246.592773
	Iteration 26Q: 3 clusters Score -3586954 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -3586994.250000 Penalty: 5246.592773
	Iteration 27Q: 3 clusters Score -3586994 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -3587060.500000 Penalty: 5246.592773
	Iteration 28Q: 3 clusters Score -3587060 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -3587118.500000 Penalty: 5246.592773
	Iteration 29Q: 3 clusters Score -3587118 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3587171.500000 Penalty: 5246.592773
	Iteration 30Q: 3 clusters Score -3587172 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3587213.500000 Penalty: 5246.592773
	Iteration 31Q: 3 clusters Score -3587214 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -3587265.250000 Penalty: 5246.592773
	Iteration 32Q: 3 clusters Score -3587265 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3587321.750000 Penalty: 5246.592773
	Iteration 33Q: 3 clusters Score -3587322 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3587374.750000 Penalty: 5246.592773
	Iteration 34Q: 3 clusters Score -3587375 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3587446.000000 Penalty: 5246.592773
	Iteration 35Q: 3 clusters Score -3587446 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3587499.000000 Penalty: 5246.592773
	Iteration 36Q: 3 clusters Score -3587499 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3587551.000000 Penalty: 5246.592773
	Iteration 37Q: 3 clusters Score -3587551 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3587600.500000 Penalty: 5246.592773
	Iteration 38Q: 3 clusters Score -3587600 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3587643.000000 Penalty: 5246.592773
	Iteration 39Q: 3 clusters Score -3587643 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3587677.750000 Penalty: 5246.592773
	Iteration 40F: 3 clusters Score -3587678 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3587710.250000 Penalty: 5246.592773
	Iteration 41Q: 3 clusters Score -3587710 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3587753.250000 Penalty: 5246.592773
	Iteration 42Q: 3 clusters Score -3587753 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3587780.750000 Penalty: 5246.592773
	Iteration 43Q: 3 clusters Score -3587781 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3587809.500000 Penalty: 5246.592773
	Iteration 44Q: 3 clusters Score -3587810 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3587843.000000 Penalty: 5246.592773
	Iteration 45Q: 3 clusters Score -3587843 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3587870.000000 Penalty: 5246.592773
	Iteration 46Q: 3 clusters Score -3587870 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3587886.750000 Penalty: 5246.592773
	Iteration 47Q: 3 clusters Score -3587887 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3587905.000000 Penalty: 5246.592773
	Iteration 48Q: 3 clusters Score -3587905 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3587921.750000 Penalty: 5246.592773
	Iteration 49Q: 3 clusters Score -3587922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3587931.750000 Penalty: 5246.592773
	Iteration 50Q: 3 clusters Score -3587932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3587947.500000 Penalty: 5246.592773
	Iteration 51Q: 3 clusters Score -3587948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3587974.250000 Penalty: 5246.592773
	Iteration 52Q: 3 clusters Score -3587974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3587985.250000 Penalty: 5246.592773
	Iteration 53Q: 3 clusters Score -3587985 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3588003.000000 Penalty: 5246.592773
	Iteration 54Q: 3 clusters Score -3588003 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3588007.250000 Penalty: 5246.592773
	Iteration 55Q: 3 clusters Score -3588007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3588018.750000 Penalty: 5246.592773
	Iteration 56Q: 3 clusters Score -3588019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3588021.750000 Penalty: 5246.592773
	Iteration 57Q: 3 clusters Score -3588022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3588024.750000 Penalty: 5246.592773
	Iteration 58Q: 3 clusters Score -3588025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3588031.000000 Penalty: 5246.592773
	Iteration 59Q: 3 clusters Score -3588031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3588035.750000 Penalty: 5246.592773
	Iteration 60F: 3 clusters Score -3588036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3588049.500000 Penalty: 5246.592773
	Iteration 61Q: 3 clusters Score -3588050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3588048.750000 Penalty: 5246.592773
	Iteration 62Q: 3 clusters Score -3588049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3588047.500000 Penalty: 5246.592773
	Iteration 63Q: 3 clusters Score -3588048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3588046.250000 Penalty: 5246.592773
	Iteration 64Q: 3 clusters Score -3588046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3588055.000000 Penalty: 5246.592773
	Iteration 65Q: 3 clusters Score -3588055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3588056.500000 Penalty: 5246.592773
	Iteration 66Q: 3 clusters Score -3588056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3588063.000000 Penalty: 5246.592773
	Iteration 67Q: 3 clusters Score -3588063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3588063.750000 Penalty: 5246.592773
	Iteration 68Q: 3 clusters Score -3588064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3588060.750000 Penalty: 5246.592773
	Iteration 69Q: 3 clusters Score -3588061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3588067.000000 Penalty: 5246.592773
	Iteration 70Q: 3 clusters Score -3588067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3588069.250000 Penalty: 5246.592773
	Iteration 71Q: 3 clusters Score -3588069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3588069.500000 Penalty: 5246.592773
	Iteration 72Q: 3 clusters Score -3588070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3588077.250000 Penalty: 5246.592773
	Iteration 73Q: 3 clusters Score -3588077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3588074.750000 Penalty: 5246.592773
	Iteration 74Q: 3 clusters Score -3588075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3588085.750000 Penalty: 5246.592773
	Iteration 75Q: 3 clusters Score -3588086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3588085.500000 Penalty: 5246.592773
	Iteration 76Q: 3 clusters Score -3588086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3588087.500000 Penalty: 5246.592773
	Iteration 77Q: 3 clusters Score -3588088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3588095.500000 Penalty: 5246.592773
	Iteration 78Q: 3 clusters Score -3588096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3588093.250000 Penalty: 5246.592773
	Iteration 79Q: 3 clusters Score -3588093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3588094.750000 Penalty: 5246.592773
	Iteration 80F: 3 clusters Score -3588095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3588097.750000 Penalty: 5246.592773
	Iteration 81Q: 3 clusters Score -3588098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3588097.250000 Penalty: 5246.592773
	Iteration 82Q: 3 clusters Score -3588097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3588095.250000 Penalty: 5246.592773
	Iteration 83Q: 3 clusters Score -3588095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3588101.250000 Penalty: 5246.592773
	Iteration 84Q: 3 clusters Score -3588101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3588098.250000 Penalty: 5246.592773
	Iteration 85Q: 3 clusters Score -3588098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3588098.250000 Penalty: 5246.592773
	Iteration 86F: 3 clusters Score -3588098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Entering Unmasked Estep 
Score: -720369.000000 Penalty: 2239.918945
	Iteration 0F: 2 clusters Score -720369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -713732.000000 Penalty: 4479.837891
	Iteration 0F: 3 clusters Score -713732 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -715884.750000 Penalty: 4479.837891
	Iteration 1F: 3 clusters Score -715884.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -716531.812500 Penalty: 4479.837891
	Iteration 2F: 3 clusters Score -716531.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -717025.187500 Penalty: 4479.837891
	Iteration 3F: 3 clusters Score -717025.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -717418.437500 Penalty: 4479.837891
	Iteration 4F: 3 clusters Score -717418.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -717765.687500 Penalty: 4479.837891
	Iteration 5F: 3 clusters Score -717765.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -718045.562500 Penalty: 4479.837891
	Iteration 6F: 3 clusters Score -718045.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -718245.937500 Penalty: 4479.837891
	Iteration 7Q: 3 clusters Score -718245.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -718388.750000 Penalty: 4479.837891
	Iteration 8Q: 3 clusters Score -718388.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -718502.125000 Penalty: 4479.837891
	Iteration 9Q: 3 clusters Score -718502.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -718604.062500 Penalty: 4479.837891
	Iteration 10Q: 3 clusters Score -718604.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -718681.000000 Penalty: 4479.837891
	Iteration 11Q: 3 clusters Score -718681 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -718746.250000 Penalty: 4479.837891
	Iteration 12Q: 3 clusters Score -718746.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -718793.000000 Penalty: 4479.837891
	Iteration 13Q: 3 clusters Score -718793 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -718853.187500 Penalty: 4479.837891
	Iteration 14Q: 3 clusters Score -718853.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -718915.687500 Penalty: 4479.837891
	Iteration 15Q: 3 clusters Score -718915.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -718980.687500 Penalty: 4479.837891
	Iteration 16Q: 3 clusters Score -718980.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -719041.125000 Penalty: 4479.837891
	Iteration 17Q: 3 clusters Score -719041.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -719105.437500 Penalty: 4479.837891
	Iteration 18Q: 3 clusters Score -719105.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -719156.187500 Penalty: 4479.837891
	Iteration 19Q: 3 clusters Score -719156.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -719203.937500 Penalty: 4479.837891
	Iteration 20F: 3 clusters Score -719203.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -719253.812500 Penalty: 4479.837891
	Iteration 21Q: 3 clusters Score -719253.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -719312.875000 Penalty: 4479.837891
	Iteration 22Q: 3 clusters Score -719312.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -719371.875000 Penalty: 4479.837891
	Iteration 23Q: 3 clusters Score -719371.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -719426.500000 Penalty: 4479.837891
	Iteration 24Q: 3 clusters Score -719426.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -719478.000000 Penalty: 4479.837891
	Iteration 25Q: 3 clusters Score -719478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -719542.937500 Penalty: 4479.837891
	Iteration 26Q: 3 clusters Score -719542.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -719616.125000 Penalty: 4479.837891
	Iteration 27Q: 3 clusters Score -719616.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -719680.750000 Penalty: 4479.837891
	Iteration 28Q: 3 clusters Score -719680.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -719727.500000 Penalty: 4479.837891
	Iteration 29Q: 3 clusters Score -719727.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -719771.937500 Penalty: 4479.837891
	Iteration 30Q: 3 clusters Score -719771.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -719816.500000 Penalty: 4479.837891
	Iteration 31Q: 3 clusters Score -719816.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -719859.187500 Penalty: 4479.837891
	Iteration 32Q: 3 clusters Score -719859.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -719891.062500 Penalty: 4479.837891
	Iteration 33Q: 3 clusters Score -719891.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -719918.312500 Penalty: 4479.837891
	Iteration 34Q: 3 clusters Score -719918.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -719935.187500 Penalty: 4479.837891
	Iteration 35Q: 3 clusters Score -719935.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -719947.750000 Penalty: 4479.837891
	Iteration 36Q: 3 clusters Score -719947.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -719964.250000 Penalty: 4479.837891
	Iteration 37Q: 3 clusters Score -719964.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -719976.937500 Penalty: 4479.837891
	Iteration 38Q: 3 clusters Score -719976.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -719992.250000 Penalty: 4479.837891
	Iteration 39Q: 3 clusters Score -719992.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -720033.062500 Penalty: 4479.837891
	Iteration 40F: 3 clusters Score -720033.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -720064.437500 Penalty: 4479.837891
	Iteration 41Q: 3 clusters Score -720064.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -720092.375000 Penalty: 4479.837891
	Iteration 42Q: 3 clusters Score -720092.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -720111.875000 Penalty: 4479.837891
	Iteration 43Q: 3 clusters Score -720111.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -720125.125000 Penalty: 4479.837891
	Iteration 44Q: 3 clusters Score -720125.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -720135.437500 Penalty: 4479.837891
	Iteration 45Q: 3 clusters Score -720135.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -720150.437500 Penalty: 4479.837891
	Iteration 46Q: 3 clusters Score -720150.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -720168.000000 Penalty: 4479.837891
	Iteration 47Q: 3 clusters Score -720168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -720179.187500 Penalty: 4479.837891
	Iteration 48Q: 3 clusters Score -720179.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -720186.312500 Penalty: 4479.837891
	Iteration 49Q: 3 clusters Score -720186.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -720197.000000 Penalty: 4479.837891
	Iteration 50Q: 3 clusters Score -720197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -720202.687500 Penalty: 4479.837891
	Iteration 51Q: 3 clusters Score -720202.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -720206.250000 Penalty: 4479.837891
	Iteration 52Q: 3 clusters Score -720206.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -720209.187500 Penalty: 4479.837891
	Iteration 53Q: 3 clusters Score -720209.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -720210.562500 Penalty: 4479.837891
	Iteration 54Q: 3 clusters Score -720210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -720211.875000 Penalty: 4479.837891
	Iteration 55Q: 3 clusters Score -720211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -720218.312500 Penalty: 4479.837891
	Iteration 56Q: 3 clusters Score -720218.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -720222.000000 Penalty: 4479.837891
	Iteration 57Q: 3 clusters Score -720222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -720225.937500 Penalty: 4479.837891
	Iteration 58Q: 3 clusters Score -720225.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -720231.375000 Penalty: 4479.837891
	Iteration 59Q: 3 clusters Score -720231.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -720258.437500 Penalty: 4479.837891
	Iteration 60F: 3 clusters Score -720258.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -720304.125000 Penalty: 4479.837891
	Iteration 61Q: 3 clusters Score -720304.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -720377.437500 Penalty: 4479.837891
	Iteration 62Q: 3 clusters Score -720377.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -720415.625000 Penalty: 4479.837891
	Iteration 63Q: 3 clusters Score -720415.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -720426.437500 Penalty: 4479.837891
	Iteration 64Q: 3 clusters Score -720426.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -720432.312500 Penalty: 4479.837891
	Iteration 65Q: 3 clusters Score -720432.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -720435.937500 Penalty: 4479.837891
	Iteration 66Q: 3 clusters Score -720435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -720437.250000 Penalty: 4479.837891
	Iteration 67Q: 3 clusters Score -720437.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -720437.250000 Penalty: 4479.837891
	Iteration 68F: 3 clusters Score -720437.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 10542 members 
Mstep: Class 7 contains 163382 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 23941 members 
Mstep: Class 10 contains 47385 members 
Mstep: Class 11 contains 42645 members 
Mstep: Class 12 contains 35384 members 
Mstep: Class 13 contains 64770 members 
Mstep: Class 14 contains 16552 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 68972 members 
Mstep: Class 17 contains 7527 members 
Mstep: Class 18 contains 1493 members 
Mstep: Class 19 contains 232751 members 
Mstep: Class 20 contains 39254 members 
Mstep: Class 21 contains 880 members 
Mstep: Class 22 contains 189989 members 
Mstep: Class 23 contains 15574 members 
Mstep: Class 24 contains 237293 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23733 members 
Mstep: Class 27 contains 19911 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17046 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 1604 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 219063 members 
Mstep: Class 34 contains 42556 members 
Mstep: Class 35 contains 1980 members 
Mstep: Class 36 contains 7486 members 
Entering Unmasked Estep 
Score: -157155344.000000 Penalty: 127643.281250
Splitting cluster 21 changes total score from -157156176.000000 to -157155344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (189989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189989 members 
Entering Unmasked Estep 
Score: -19094328.000000 Penalty: 3014.370850
	Iteration 0F: 2 clusters Score -1.909433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95088 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -18967760.000000 Penalty: 6028.741699
	Iteration 0F: 3 clusters Score -1.896776e+07 nChanged 91150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97084 members 
Mstep: Class 2 contains 92905 members 
Entering Unmasked Estep 
Score: -19020584.000000 Penalty: 6028.741699
	Iteration 1F: 3 clusters Score -1.902058e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98240 members 
Mstep: Class 2 contains 91749 members 
Entering Unmasked Estep 
Score: -19021656.000000 Penalty: 6028.741699
	Iteration 2Q: 3 clusters Score -1.902166e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -19022906.000000 Penalty: 6028.741699
	Iteration 3Q: 3 clusters Score -1.902291e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102847 members 
Mstep: Class 2 contains 87142 members 
Entering Unmasked Estep 
Score: -19024348.000000 Penalty: 6028.741699
	Iteration 4Q: 3 clusters Score -1.902435e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106860 members 
Mstep: Class 2 contains 83129 members 
Entering Unmasked Estep 
Score: -19026674.000000 Penalty: 6028.741699
	Iteration 5Q: 3 clusters Score -1.902667e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112681 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -19030192.000000 Penalty: 6028.741699
	Iteration 6Q: 3 clusters Score -1.903019e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120808 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -19036128.000000 Penalty: 6028.741699
	Iteration 7F: 3 clusters Score -1.903613e+07 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131122 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -19045146.000000 Penalty: 6028.741699
	Iteration 8F: 3 clusters Score -1.904515e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142187 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -19055796.000000 Penalty: 6028.741699
	Iteration 9F: 3 clusters Score -1.90558e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151878 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -19065398.000000 Penalty: 6028.741699
	Iteration 10F: 3 clusters Score -1.90654e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159308 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -19071914.000000 Penalty: 6028.741699
	Iteration 11Q: 3 clusters Score -1.907191e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165135 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -19076216.000000 Penalty: 6028.741699
	Iteration 12Q: 3 clusters Score -1.907622e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169799 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -19079476.000000 Penalty: 6028.741699
	Iteration 13Q: 3 clusters Score -1.907948e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173803 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -19082094.000000 Penalty: 6028.741699
	Iteration 14Q: 3 clusters Score -1.908209e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177250 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -19084164.000000 Penalty: 6028.741699
	Iteration 15Q: 3 clusters Score -1.908416e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180121 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -19085982.000000 Penalty: 6028.741699
	Iteration 16Q: 3 clusters Score -1.908598e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182540 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -19087534.000000 Penalty: 6028.741699
	Iteration 17Q: 3 clusters Score -1.908753e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184438 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -19088654.000000 Penalty: 6028.741699
	Iteration 18Q: 3 clusters Score -1.908865e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185871 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -19089552.000000 Penalty: 6028.741699
	Iteration 19Q: 3 clusters Score -1.908955e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186885 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -19090240.000000 Penalty: 6028.741699
	Iteration 20F: 3 clusters Score -1.909024e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187601 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -19090656.000000 Penalty: 6028.741699
	Iteration 21Q: 3 clusters Score -1.909066e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188050 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -19090952.000000 Penalty: 6028.741699
	Iteration 22Q: 3 clusters Score -1.909095e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188363 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -19091146.000000 Penalty: 6028.741699
	Iteration 23Q: 3 clusters Score -1.909115e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188591 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -19091280.000000 Penalty: 6028.741699
	Iteration 24Q: 3 clusters Score -1.909128e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188771 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -19091360.000000 Penalty: 6028.741699
	Iteration 25Q: 3 clusters Score -1.909136e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188877 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -19091428.000000 Penalty: 6028.741699
	Iteration 26Q: 3 clusters Score -1.909143e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188942 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -19091476.000000 Penalty: 6028.741699
	Iteration 27Q: 3 clusters Score -1.909148e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188996 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -19091516.000000 Penalty: 6028.741699
	Iteration 28Q: 3 clusters Score -1.909152e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189031 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -19091570.000000 Penalty: 6028.741699
	Iteration 29Q: 3 clusters Score -1.909157e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189070 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -19091582.000000 Penalty: 6028.741699
	Iteration 30Q: 3 clusters Score -1.909158e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189101 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -19091644.000000 Penalty: 6028.741699
	Iteration 31Q: 3 clusters Score -1.909164e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189124 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -19091660.000000 Penalty: 6028.741699
	Iteration 32Q: 3 clusters Score -1.909166e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189141 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -19091658.000000 Penalty: 6028.741699
	Iteration 33Q: 3 clusters Score -1.909166e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189163 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -19091666.000000 Penalty: 6028.741699
	Iteration 34Q: 3 clusters Score -1.909167e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189182 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -19091688.000000 Penalty: 6028.741699
	Iteration 35Q: 3 clusters Score -1.909169e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189192 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -19091704.000000 Penalty: 6028.741699
	Iteration 36Q: 3 clusters Score -1.90917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189203 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -19091708.000000 Penalty: 6028.741699
	Iteration 37Q: 3 clusters Score -1.909171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189211 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -19091714.000000 Penalty: 6028.741699
	Iteration 38Q: 3 clusters Score -1.909171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189215 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -19091724.000000 Penalty: 6028.741699
	Iteration 39Q: 3 clusters Score -1.909172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189218 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -19091718.000000 Penalty: 6028.741699
	Iteration 40F: 3 clusters Score -1.909172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189222 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -19091734.000000 Penalty: 6028.741699
	Iteration 41Q: 3 clusters Score -1.909173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189226 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -19091734.000000 Penalty: 6028.741699
	Iteration 42Q: 3 clusters Score -1.909173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189232 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -19091728.000000 Penalty: 6028.741699
	Iteration 43Q: 3 clusters Score -1.909173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189237 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -19091738.000000 Penalty: 6028.741699
	Iteration 44Q: 3 clusters Score -1.909174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189239 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -19091750.000000 Penalty: 6028.741699
	Iteration 45Q: 3 clusters Score -1.909175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189244 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -19091752.000000 Penalty: 6028.741699
	Iteration 46Q: 3 clusters Score -1.909175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189247 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -19091758.000000 Penalty: 6028.741699
	Iteration 47Q: 3 clusters Score -1.909176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189248 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -19091766.000000 Penalty: 6028.741699
	Iteration 48Q: 3 clusters Score -1.909177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189250 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -19091778.000000 Penalty: 6028.741699
	Iteration 49Q: 3 clusters Score -1.909178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189253 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -19091788.000000 Penalty: 6028.741699
	Iteration 50Q: 3 clusters Score -1.909179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189254 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -19091792.000000 Penalty: 6028.741699
	Iteration 51Q: 3 clusters Score -1.909179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189254 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -19091792.000000 Penalty: 6028.741699
	Iteration 52F: 3 clusters Score -1.909179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Entering Unmasked Estep 
Score: -1505991.875000 Penalty: 2394.032959
	Iteration 0F: 2 clusters Score -1505992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1494664.875000 Penalty: 4788.065918
	Iteration 0F: 3 clusters Score -1494665 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1498448.250000 Penalty: 4788.065918
	Iteration 1F: 3 clusters Score -1498448 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1498971.875000 Penalty: 4788.065918
	Iteration 2F: 3 clusters Score -1498972 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1499533.750000 Penalty: 4788.065918
	Iteration 3F: 3 clusters Score -1499534 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1500169.125000 Penalty: 4788.065918
	Iteration 4F: 3 clusters Score -1500169 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1500733.000000 Penalty: 4788.065918
	Iteration 5F: 3 clusters Score -1500733 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1501189.750000 Penalty: 4788.065918
	Iteration 6F: 3 clusters Score -1501190 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1501506.250000 Penalty: 4788.065918
	Iteration 7Q: 3 clusters Score -1501506 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1501753.000000 Penalty: 4788.065918
	Iteration 8Q: 3 clusters Score -1501753 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1501939.500000 Penalty: 4788.065918
	Iteration 9Q: 3 clusters Score -1501940 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1502136.375000 Penalty: 4788.065918
	Iteration 10Q: 3 clusters Score -1502136 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1502308.250000 Penalty: 4788.065918
	Iteration 11Q: 3 clusters Score -1502308 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1502445.000000 Penalty: 4788.065918
	Iteration 12Q: 3 clusters Score -1502445 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1502575.625000 Penalty: 4788.065918
	Iteration 13Q: 3 clusters Score -1502576 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1502684.125000 Penalty: 4788.065918
	Iteration 14Q: 3 clusters Score -1502684 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1502757.250000 Penalty: 4788.065918
	Iteration 15Q: 3 clusters Score -1502757 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1502837.875000 Penalty: 4788.065918
	Iteration 16Q: 3 clusters Score -1502838 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1502916.125000 Penalty: 4788.065918
	Iteration 17Q: 3 clusters Score -1502916 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1502996.875000 Penalty: 4788.065918
	Iteration 18Q: 3 clusters Score -1502997 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1503063.750000 Penalty: 4788.065918
	Iteration 19Q: 3 clusters Score -1503064 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1503133.250000 Penalty: 4788.065918
	Iteration 20F: 3 clusters Score -1503133 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1503206.750000 Penalty: 4788.065918
	Iteration 21Q: 3 clusters Score -1503207 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1503274.875000 Penalty: 4788.065918
	Iteration 22Q: 3 clusters Score -1503275 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1503331.125000 Penalty: 4788.065918
	Iteration 23Q: 3 clusters Score -1503331 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1503390.875000 Penalty: 4788.065918
	Iteration 24Q: 3 clusters Score -1503391 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1503441.375000 Penalty: 4788.065918
	Iteration 25Q: 3 clusters Score -1503441 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1503483.250000 Penalty: 4788.065918
	Iteration 26Q: 3 clusters Score -1503483 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1503539.875000 Penalty: 4788.065918
	Iteration 27Q: 3 clusters Score -1503540 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1503600.625000 Penalty: 4788.065918
	Iteration 28Q: 3 clusters Score -1503601 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1503652.500000 Penalty: 4788.065918
	Iteration 29Q: 3 clusters Score -1503652 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1503708.000000 Penalty: 4788.065918
	Iteration 30Q: 3 clusters Score -1503708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1503753.375000 Penalty: 4788.065918
	Iteration 31Q: 3 clusters Score -1503753 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1503778.625000 Penalty: 4788.065918
	Iteration 32Q: 3 clusters Score -1503779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1503803.500000 Penalty: 4788.065918
	Iteration 33Q: 3 clusters Score -1503804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1503825.000000 Penalty: 4788.065918
	Iteration 34Q: 3 clusters Score -1503825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1503843.250000 Penalty: 4788.065918
	Iteration 35Q: 3 clusters Score -1503843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1503857.375000 Penalty: 4788.065918
	Iteration 36Q: 3 clusters Score -1503857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1503867.875000 Penalty: 4788.065918
	Iteration 37Q: 3 clusters Score -1503868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1503884.000000 Penalty: 4788.065918
	Iteration 38Q: 3 clusters Score -1503884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1503898.250000 Penalty: 4788.065918
	Iteration 39Q: 3 clusters Score -1503898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1503908.000000 Penalty: 4788.065918
	Iteration 40F: 3 clusters Score -1503908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1503913.250000 Penalty: 4788.065918
	Iteration 41Q: 3 clusters Score -1503913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1503919.375000 Penalty: 4788.065918
	Iteration 42Q: 3 clusters Score -1503919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1503927.875000 Penalty: 4788.065918
	Iteration 43Q: 3 clusters Score -1503928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1503931.000000 Penalty: 4788.065918
	Iteration 44Q: 3 clusters Score -1503931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1503938.500000 Penalty: 4788.065918
	Iteration 45Q: 3 clusters Score -1503938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1503943.750000 Penalty: 4788.065918
	Iteration 46Q: 3 clusters Score -1503944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1503943.625000 Penalty: 4788.065918
	Iteration 47Q: 3 clusters Score -1503944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1503945.250000 Penalty: 4788.065918
	Iteration 48Q: 3 clusters Score -1503945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1503945.250000 Penalty: 4788.065918
	Iteration 49F: 3 clusters Score -1503945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (237293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237293 members 
Entering Unmasked Estep 
Score: -23861824.000000 Penalty: 3069.508789
	Iteration 0F: 2 clusters Score -2.386182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119052 members 
Mstep: Class 2 contains 118241 members 
Entering Unmasked Estep 
Score: -23706440.000000 Penalty: 6139.017578
	Iteration 0F: 3 clusters Score -2.370644e+07 nChanged 114223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125447 members 
Mstep: Class 2 contains 111846 members 
Entering Unmasked Estep 
Score: -23773170.000000 Penalty: 6139.017578
	Iteration 1F: 3 clusters Score -2.377317e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129617 members 
Mstep: Class 2 contains 107676 members 
Entering Unmasked Estep 
Score: -23775062.000000 Penalty: 6139.017578
	Iteration 2Q: 3 clusters Score -2.377506e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136009 members 
Mstep: Class 2 contains 101284 members 
Entering Unmasked Estep 
Score: -23778054.000000 Penalty: 6139.017578
	Iteration 3Q: 3 clusters Score -2.377805e+07 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145576 members 
Mstep: Class 2 contains 91717 members 
Entering Unmasked Estep 
Score: -23782700.000000 Penalty: 6139.017578
	Iteration 4Q: 3 clusters Score -2.37827e+07 nChanged 14028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159410 members 
Mstep: Class 2 contains 77883 members 
Entering Unmasked Estep 
Score: -23791176.000000 Penalty: 6139.017578
	Iteration 5F: 3 clusters Score -2.379118e+07 nChanged 18917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178289 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -23805394.000000 Penalty: 6139.017578
	Iteration 6F: 3 clusters Score -2.380539e+07 nChanged 22048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200333 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -23824936.000000 Penalty: 6139.017578
	Iteration 7F: 3 clusters Score -2.382494e+07 nChanged 19277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219610 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -23842662.000000 Penalty: 6139.017578
	Iteration 8F: 3 clusters Score -2.384266e+07 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231005 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -23853422.000000 Penalty: 6139.017578
	Iteration 9Q: 3 clusters Score -2.385342e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235505 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -23857458.000000 Penalty: 6139.017578
	Iteration 10Q: 3 clusters Score -2.385746e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236700 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -23858480.000000 Penalty: 6139.017578
	Iteration 11Q: 3 clusters Score -2.385848e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236975 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -23858814.000000 Penalty: 6139.017578
	Iteration 12Q: 3 clusters Score -2.385881e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237038 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23858926.000000 Penalty: 6139.017578
	Iteration 13Q: 3 clusters Score -2.385893e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237055 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23858974.000000 Penalty: 6139.017578
	Iteration 14Q: 3 clusters Score -2.385897e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237069 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23859024.000000 Penalty: 6139.017578
	Iteration 15Q: 3 clusters Score -2.385902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237075 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23859054.000000 Penalty: 6139.017578
	Iteration 16Q: 3 clusters Score -2.385905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237082 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23859070.000000 Penalty: 6139.017578
	Iteration 17Q: 3 clusters Score -2.385907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237083 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23859070.000000 Penalty: 6139.017578
	Iteration 18Q: 3 clusters Score -2.385907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237085 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23859080.000000 Penalty: 6139.017578
	Iteration 19Q: 3 clusters Score -2.385908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237086 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23859070.000000 Penalty: 6139.017578
	Iteration 20F: 3 clusters Score -2.385907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237087 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23859082.000000 Penalty: 6139.017578
	Iteration 21Q: 3 clusters Score -2.385908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237086 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23859090.000000 Penalty: 6139.017578
	Iteration 22Q: 3 clusters Score -2.385909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237087 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23859092.000000 Penalty: 6139.017578
	Iteration 23Q: 3 clusters Score -2.385909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237088 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23859092.000000 Penalty: 6139.017578
	Iteration 24Q: 3 clusters Score -2.385909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237088 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23859092.000000 Penalty: 6139.017578
	Iteration 25F: 3 clusters Score -2.385909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Entering Unmasked Estep 
Score: -1436933.875000 Penalty: 2378.932129
	Iteration 0F: 2 clusters Score -1436934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1426336.250000 Penalty: 4757.864258
	Iteration 0F: 3 clusters Score -1426336 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1429641.875000 Penalty: 4757.864258
	Iteration 1F: 3 clusters Score -1429642 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1430004.875000 Penalty: 4757.864258
	Iteration 2F: 3 clusters Score -1430005 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1430305.750000 Penalty: 4757.864258
	Iteration 3Q: 3 clusters Score -1430306 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1430650.125000 Penalty: 4757.864258
	Iteration 4Q: 3 clusters Score -1430650 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1431097.875000 Penalty: 4757.864258
	Iteration 5F: 3 clusters Score -1431098 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1431650.375000 Penalty: 4757.864258
	Iteration 6F: 3 clusters Score -1431650 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1432307.250000 Penalty: 4757.864258
	Iteration 7F: 3 clusters Score -1432307 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1433011.250000 Penalty: 4757.864258
	Iteration 8F: 3 clusters Score -1433011 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1433656.000000 Penalty: 4757.864258
	Iteration 9Q: 3 clusters Score -1433656 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1434140.125000 Penalty: 4757.864258
	Iteration 10Q: 3 clusters Score -1434140 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1434500.000000 Penalty: 4757.864258
	Iteration 11Q: 3 clusters Score -1434500 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1434778.625000 Penalty: 4757.864258
	Iteration 12Q: 3 clusters Score -1434779 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1434999.000000 Penalty: 4757.864258
	Iteration 13Q: 3 clusters Score -1434999 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1435183.250000 Penalty: 4757.864258
	Iteration 14Q: 3 clusters Score -1435183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1435318.125000 Penalty: 4757.864258
	Iteration 15Q: 3 clusters Score -1435318 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1435391.500000 Penalty: 4757.864258
	Iteration 16Q: 3 clusters Score -1435392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1435427.500000 Penalty: 4757.864258
	Iteration 17Q: 3 clusters Score -1435428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1435456.875000 Penalty: 4757.864258
	Iteration 18Q: 3 clusters Score -1435457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1435470.000000 Penalty: 4757.864258
	Iteration 19Q: 3 clusters Score -1435470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1435472.125000 Penalty: 4757.864258
	Iteration 20F: 3 clusters Score -1435472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1435478.625000 Penalty: 4757.864258
	Iteration 21Q: 3 clusters Score -1435479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1435483.750000 Penalty: 4757.864258
	Iteration 22Q: 3 clusters Score -1435484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1435489.500000 Penalty: 4757.864258
	Iteration 23Q: 3 clusters Score -1435490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1435494.875000 Penalty: 4757.864258
	Iteration 24Q: 3 clusters Score -1435495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1435495.500000 Penalty: 4757.864258
	Iteration 25Q: 3 clusters Score -1435496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1435497.500000 Penalty: 4757.864258
	Iteration 26Q: 3 clusters Score -1435498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1435498.500000 Penalty: 4757.864258
	Iteration 27Q: 3 clusters Score -1435498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1435498.500000 Penalty: 4757.864258
	Iteration 28F: 3 clusters Score -1435498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (23733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Entering Unmasked Estep 
Score: -2437923.750000 Penalty: 2498.506348
	Iteration 0F: 2 clusters Score -2437924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2421401.250000 Penalty: 4997.012695
	Iteration 0F: 3 clusters Score -2421401 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2427328.000000 Penalty: 4997.012695
	Iteration 1F: 3 clusters Score -2427328 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2427844.500000 Penalty: 4997.012695
	Iteration 2F: 3 clusters Score -2427844 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2428275.250000 Penalty: 4997.012695
	Iteration 3Q: 3 clusters Score -2428275 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2428672.250000 Penalty: 4997.012695
	Iteration 4Q: 3 clusters Score -2428672 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2429062.500000 Penalty: 4997.012695
	Iteration 5Q: 3 clusters Score -2429062 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2429445.250000 Penalty: 4997.012695
	Iteration 6Q: 3 clusters Score -2429445 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2429871.250000 Penalty: 4997.012695
	Iteration 7Q: 3 clusters Score -2429871 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2430335.000000 Penalty: 4997.012695
	Iteration 8Q: 3 clusters Score -2430335 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2430852.500000 Penalty: 4997.012695
	Iteration 9Q: 3 clusters Score -2430852 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2431485.250000 Penalty: 4997.012695
	Iteration 10Q: 3 clusters Score -2431485 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2432106.250000 Penalty: 4997.012695
	Iteration 11Q: 3 clusters Score -2432106 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2432658.250000 Penalty: 4997.012695
	Iteration 12Q: 3 clusters Score -2432658 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2433035.250000 Penalty: 4997.012695
	Iteration 13Q: 3 clusters Score -2433035 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2433228.250000 Penalty: 4997.012695
	Iteration 14Q: 3 clusters Score -2433228 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2433340.250000 Penalty: 4997.012695
	Iteration 15Q: 3 clusters Score -2433340 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2433402.750000 Penalty: 4997.012695
	Iteration 16Q: 3 clusters Score -2433403 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2433468.000000 Penalty: 4997.012695
	Iteration 17Q: 3 clusters Score -2433468 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2433509.500000 Penalty: 4997.012695
	Iteration 18Q: 3 clusters Score -2433510 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2433556.000000 Penalty: 4997.012695
	Iteration 19Q: 3 clusters Score -2433556 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2433603.000000 Penalty: 4997.012695
	Iteration 20F: 3 clusters Score -2433603 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2433652.000000 Penalty: 4997.012695
	Iteration 21Q: 3 clusters Score -2433652 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2433705.750000 Penalty: 4997.012695
	Iteration 22Q: 3 clusters Score -2433706 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2433765.000000 Penalty: 4997.012695
	Iteration 23Q: 3 clusters Score -2433765 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2433809.500000 Penalty: 4997.012695
	Iteration 24Q: 3 clusters Score -2433810 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2433840.250000 Penalty: 4997.012695
	Iteration 25Q: 3 clusters Score -2433840 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2433883.750000 Penalty: 4997.012695
	Iteration 26Q: 3 clusters Score -2433884 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2433920.750000 Penalty: 4997.012695
	Iteration 27Q: 3 clusters Score -2433921 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2433928.750000 Penalty: 4997.012695
	Iteration 28Q: 3 clusters Score -2433929 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2433960.000000 Penalty: 4997.012695
	Iteration 29Q: 3 clusters Score -2433960 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2433991.500000 Penalty: 4997.012695
	Iteration 30Q: 3 clusters Score -2433992 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2434021.500000 Penalty: 4997.012695
	Iteration 31Q: 3 clusters Score -2434022 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2434026.000000 Penalty: 4997.012695
	Iteration 32Q: 3 clusters Score -2434026 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2434042.250000 Penalty: 4997.012695
	Iteration 33Q: 3 clusters Score -2434042 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2434053.000000 Penalty: 4997.012695
	Iteration 34Q: 3 clusters Score -2434053 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2434069.000000 Penalty: 4997.012695
	Iteration 35Q: 3 clusters Score -2434069 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2434091.500000 Penalty: 4997.012695
	Iteration 36Q: 3 clusters Score -2434092 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2434109.500000 Penalty: 4997.012695
	Iteration 37Q: 3 clusters Score -2434110 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2434132.000000 Penalty: 4997.012695
	Iteration 38Q: 3 clusters Score -2434132 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2434147.500000 Penalty: 4997.012695
	Iteration 39Q: 3 clusters Score -2434148 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2434172.500000 Penalty: 4997.012695
	Iteration 40F: 3 clusters Score -2434172 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2434195.500000 Penalty: 4997.012695
	Iteration 41Q: 3 clusters Score -2434196 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2434212.000000 Penalty: 4997.012695
	Iteration 42Q: 3 clusters Score -2434212 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2434237.000000 Penalty: 4997.012695
	Iteration 43Q: 3 clusters Score -2434237 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2434258.750000 Penalty: 4997.012695
	Iteration 44Q: 3 clusters Score -2434259 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2434298.000000 Penalty: 4997.012695
	Iteration 45Q: 3 clusters Score -2434298 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2434325.750000 Penalty: 4997.012695
	Iteration 46Q: 3 clusters Score -2434326 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2434357.000000 Penalty: 4997.012695
	Iteration 47Q: 3 clusters Score -2434357 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2434392.500000 Penalty: 4997.012695
	Iteration 48Q: 3 clusters Score -2434392 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2434444.250000 Penalty: 4997.012695
	Iteration 49Q: 3 clusters Score -2434444 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2434469.000000 Penalty: 4997.012695
	Iteration 50Q: 3 clusters Score -2434469 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2434514.250000 Penalty: 4997.012695
	Iteration 51Q: 3 clusters Score -2434514 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2434547.250000 Penalty: 4997.012695
	Iteration 52Q: 3 clusters Score -2434547 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2434585.000000 Penalty: 4997.012695
	Iteration 53Q: 3 clusters Score -2434585 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2434636.500000 Penalty: 4997.012695
	Iteration 54Q: 3 clusters Score -2434636 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2434693.250000 Penalty: 4997.012695
	Iteration 55Q: 3 clusters Score -2434693 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2434758.750000 Penalty: 4997.012695
	Iteration 56Q: 3 clusters Score -2434759 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2434816.000000 Penalty: 4997.012695
	Iteration 57Q: 3 clusters Score -2434816 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2434870.000000 Penalty: 4997.012695
	Iteration 58Q: 3 clusters Score -2434870 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2434922.750000 Penalty: 4997.012695
	Iteration 59Q: 3 clusters Score -2434923 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2434975.750000 Penalty: 4997.012695
	Iteration 60F: 3 clusters Score -2434976 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2435025.000000 Penalty: 4997.012695
	Iteration 61Q: 3 clusters Score -2435025 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2435069.750000 Penalty: 4997.012695
	Iteration 62Q: 3 clusters Score -2435070 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2435112.000000 Penalty: 4997.012695
	Iteration 63Q: 3 clusters Score -2435112 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2435166.750000 Penalty: 4997.012695
	Iteration 64Q: 3 clusters Score -2435167 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2435205.750000 Penalty: 4997.012695
	Iteration 65Q: 3 clusters Score -2435206 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2435228.500000 Penalty: 4997.012695
	Iteration 66Q: 3 clusters Score -2435228 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2435264.500000 Penalty: 4997.012695
	Iteration 67Q: 3 clusters Score -2435264 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2435309.750000 Penalty: 4997.012695
	Iteration 68Q: 3 clusters Score -2435310 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2435339.000000 Penalty: 4997.012695
	Iteration 69Q: 3 clusters Score -2435339 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2435372.250000 Penalty: 4997.012695
	Iteration 70Q: 3 clusters Score -2435372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2435399.250000 Penalty: 4997.012695
	Iteration 71Q: 3 clusters Score -2435399 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2435422.750000 Penalty: 4997.012695
	Iteration 72Q: 3 clusters Score -2435423 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2435452.750000 Penalty: 4997.012695
	Iteration 73Q: 3 clusters Score -2435453 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2435466.250000 Penalty: 4997.012695
	Iteration 74Q: 3 clusters Score -2435466 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2435489.750000 Penalty: 4997.012695
	Iteration 75Q: 3 clusters Score -2435490 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2435501.250000 Penalty: 4997.012695
	Iteration 76Q: 3 clusters Score -2435501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2435516.000000 Penalty: 4997.012695
	Iteration 77Q: 3 clusters Score -2435516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2435525.750000 Penalty: 4997.012695
	Iteration 78Q: 3 clusters Score -2435526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2435549.500000 Penalty: 4997.012695
	Iteration 79Q: 3 clusters Score -2435550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2435567.500000 Penalty: 4997.012695
	Iteration 80F: 3 clusters Score -2435568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2435578.750000 Penalty: 4997.012695
	Iteration 81Q: 3 clusters Score -2435579 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2435597.000000 Penalty: 4997.012695
	Iteration 82Q: 3 clusters Score -2435597 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2435605.000000 Penalty: 4997.012695
	Iteration 83Q: 3 clusters Score -2435605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2435614.750000 Penalty: 4997.012695
	Iteration 84Q: 3 clusters Score -2435615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2435634.000000 Penalty: 4997.012695
	Iteration 85Q: 3 clusters Score -2435634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2435648.750000 Penalty: 4997.012695
	Iteration 86Q: 3 clusters Score -2435649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2435661.500000 Penalty: 4997.012695
	Iteration 87Q: 3 clusters Score -2435662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2435673.000000 Penalty: 4997.012695
	Iteration 88Q: 3 clusters Score -2435673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2435684.750000 Penalty: 4997.012695
	Iteration 89Q: 3 clusters Score -2435685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2435699.250000 Penalty: 4997.012695
	Iteration 90Q: 3 clusters Score -2435699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2435711.000000 Penalty: 4997.012695
	Iteration 91Q: 3 clusters Score -2435711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2435725.750000 Penalty: 4997.012695
	Iteration 92Q: 3 clusters Score -2435726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2435734.500000 Penalty: 4997.012695
	Iteration 93Q: 3 clusters Score -2435734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2435753.250000 Penalty: 4997.012695
	Iteration 94Q: 3 clusters Score -2435753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2435765.000000 Penalty: 4997.012695
	Iteration 95Q: 3 clusters Score -2435765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2435778.750000 Penalty: 4997.012695
	Iteration 96Q: 3 clusters Score -2435779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2435783.750000 Penalty: 4997.012695
	Iteration 97Q: 3 clusters Score -2435784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2435789.750000 Penalty: 4997.012695
	Iteration 98Q: 3 clusters Score -2435790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2435794.500000 Penalty: 4997.012695
	Iteration 99Q: 3 clusters Score -2435794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2435796.750000 Penalty: 4997.012695
	Iteration 100F: 3 clusters Score -2435797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2435796.500000 Penalty: 4997.012695
	Iteration 101Q: 3 clusters Score -2435796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2435798.750000 Penalty: 4997.012695
	Iteration 102Q: 3 clusters Score -2435799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2435799.000000 Penalty: 4997.012695
	Iteration 103Q: 3 clusters Score -2435799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2435801.500000 Penalty: 4997.012695
	Iteration 104Q: 3 clusters Score -2435802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2435798.500000 Penalty: 4997.012695
	Iteration 105Q: 3 clusters Score -2435798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2435799.750000 Penalty: 4997.012695
	Iteration 106Q: 3 clusters Score -2435800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2435800.750000 Penalty: 4997.012695
	Iteration 107Q: 3 clusters Score -2435801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2435801.500000 Penalty: 4997.012695
	Iteration 108Q: 3 clusters Score -2435802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2435801.250000 Penalty: 4997.012695
	Iteration 109Q: 3 clusters Score -2435801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2435803.250000 Penalty: 4997.012695
	Iteration 110Q: 3 clusters Score -2435803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2435803.250000 Penalty: 4997.012695
	Iteration 111F: 3 clusters Score -2435803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Entering Unmasked Estep 
Score: -1962515.125000 Penalty: 2454.958984
	Iteration 0F: 2 clusters Score -1962515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1948451.625000 Penalty: 4909.917969
	Iteration 0F: 3 clusters Score -1948452 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1952904.375000 Penalty: 4909.917969
	Iteration 1F: 3 clusters Score -1952904 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1953290.500000 Penalty: 4909.917969
	Iteration 2F: 3 clusters Score -1953290 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1953621.500000 Penalty: 4909.917969
	Iteration 3Q: 3 clusters Score -1953622 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1953930.625000 Penalty: 4909.917969
	Iteration 4Q: 3 clusters Score -1953931 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1954235.750000 Penalty: 4909.917969
	Iteration 5Q: 3 clusters Score -1954236 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1954500.375000 Penalty: 4909.917969
	Iteration 6Q: 3 clusters Score -1954500 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1954755.250000 Penalty: 4909.917969
	Iteration 7Q: 3 clusters Score -1954755 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1955029.750000 Penalty: 4909.917969
	Iteration 8Q: 3 clusters Score -1955030 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1955291.000000 Penalty: 4909.917969
	Iteration 9Q: 3 clusters Score -1955291 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1955570.625000 Penalty: 4909.917969
	Iteration 10Q: 3 clusters Score -1955571 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1955860.750000 Penalty: 4909.917969
	Iteration 11Q: 3 clusters Score -1955861 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1956187.625000 Penalty: 4909.917969
	Iteration 12Q: 3 clusters Score -1956188 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1956578.250000 Penalty: 4909.917969
	Iteration 13Q: 3 clusters Score -1956578 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1956945.625000 Penalty: 4909.917969
	Iteration 14Q: 3 clusters Score -1956946 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1957264.375000 Penalty: 4909.917969
	Iteration 15Q: 3 clusters Score -1957264 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1957533.250000 Penalty: 4909.917969
	Iteration 16Q: 3 clusters Score -1957533 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1957783.875000 Penalty: 4909.917969
	Iteration 17Q: 3 clusters Score -1957784 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1958008.250000 Penalty: 4909.917969
	Iteration 18Q: 3 clusters Score -1958008 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1958247.750000 Penalty: 4909.917969
	Iteration 19Q: 3 clusters Score -1958248 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1958469.500000 Penalty: 4909.917969
	Iteration 20F: 3 clusters Score -1958470 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1958668.250000 Penalty: 4909.917969
	Iteration 21Q: 3 clusters Score -1958668 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1958825.500000 Penalty: 4909.917969
	Iteration 22Q: 3 clusters Score -1958826 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1958958.625000 Penalty: 4909.917969
	Iteration 23Q: 3 clusters Score -1958959 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1959099.125000 Penalty: 4909.917969
	Iteration 24Q: 3 clusters Score -1959099 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1959196.375000 Penalty: 4909.917969
	Iteration 25Q: 3 clusters Score -1959196 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1959297.750000 Penalty: 4909.917969
	Iteration 26Q: 3 clusters Score -1959298 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1959387.250000 Penalty: 4909.917969
	Iteration 27Q: 3 clusters Score -1959387 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1959442.750000 Penalty: 4909.917969
	Iteration 28Q: 3 clusters Score -1959443 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1959490.875000 Penalty: 4909.917969
	Iteration 29Q: 3 clusters Score -1959491 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1959547.625000 Penalty: 4909.917969
	Iteration 30Q: 3 clusters Score -1959548 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1959590.500000 Penalty: 4909.917969
	Iteration 31Q: 3 clusters Score -1959590 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1959631.250000 Penalty: 4909.917969
	Iteration 32Q: 3 clusters Score -1959631 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1959677.000000 Penalty: 4909.917969
	Iteration 33Q: 3 clusters Score -1959677 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1959725.625000 Penalty: 4909.917969
	Iteration 34Q: 3 clusters Score -1959726 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1959775.125000 Penalty: 4909.917969
	Iteration 35Q: 3 clusters Score -1959775 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1959826.000000 Penalty: 4909.917969
	Iteration 36Q: 3 clusters Score -1959826 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1959867.625000 Penalty: 4909.917969
	Iteration 37Q: 3 clusters Score -1959868 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1959912.625000 Penalty: 4909.917969
	Iteration 38Q: 3 clusters Score -1959913 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1959949.375000 Penalty: 4909.917969
	Iteration 39Q: 3 clusters Score -1959949 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1959988.375000 Penalty: 4909.917969
	Iteration 40F: 3 clusters Score -1959988 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1960026.000000 Penalty: 4909.917969
	Iteration 41Q: 3 clusters Score -1960026 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1960047.625000 Penalty: 4909.917969
	Iteration 42Q: 3 clusters Score -1960048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1960080.875000 Penalty: 4909.917969
	Iteration 43Q: 3 clusters Score -1960081 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1960103.625000 Penalty: 4909.917969
	Iteration 44Q: 3 clusters Score -1960104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1960122.750000 Penalty: 4909.917969
	Iteration 45Q: 3 clusters Score -1960123 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1960140.750000 Penalty: 4909.917969
	Iteration 46Q: 3 clusters Score -1960141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1960154.500000 Penalty: 4909.917969
	Iteration 47Q: 3 clusters Score -1960154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1960170.625000 Penalty: 4909.917969
	Iteration 48Q: 3 clusters Score -1960171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1960181.875000 Penalty: 4909.917969
	Iteration 49Q: 3 clusters Score -1960182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1960189.625000 Penalty: 4909.917969
	Iteration 50Q: 3 clusters Score -1960190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1960202.250000 Penalty: 4909.917969
	Iteration 51Q: 3 clusters Score -1960202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1960210.500000 Penalty: 4909.917969
	Iteration 52Q: 3 clusters Score -1960210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1960218.875000 Penalty: 4909.917969
	Iteration 53Q: 3 clusters Score -1960219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1960231.250000 Penalty: 4909.917969
	Iteration 54Q: 3 clusters Score -1960231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1960235.750000 Penalty: 4909.917969
	Iteration 55Q: 3 clusters Score -1960236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1960240.625000 Penalty: 4909.917969
	Iteration 56Q: 3 clusters Score -1960241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1960250.000000 Penalty: 4909.917969
	Iteration 57Q: 3 clusters Score -1960250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1960260.625000 Penalty: 4909.917969
	Iteration 58Q: 3 clusters Score -1960261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1960267.000000 Penalty: 4909.917969
	Iteration 59Q: 3 clusters Score -1960267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1960272.250000 Penalty: 4909.917969
	Iteration 60F: 3 clusters Score -1960272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1960276.625000 Penalty: 4909.917969
	Iteration 61Q: 3 clusters Score -1960277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1960283.125000 Penalty: 4909.917969
	Iteration 62Q: 3 clusters Score -1960283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1960286.125000 Penalty: 4909.917969
	Iteration 63Q: 3 clusters Score -1960286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1960299.875000 Penalty: 4909.917969
	Iteration 64Q: 3 clusters Score -1960300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1960308.000000 Penalty: 4909.917969
	Iteration 65Q: 3 clusters Score -1960308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1960318.250000 Penalty: 4909.917969
	Iteration 66Q: 3 clusters Score -1960318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1960323.750000 Penalty: 4909.917969
	Iteration 67Q: 3 clusters Score -1960324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1960332.250000 Penalty: 4909.917969
	Iteration 68Q: 3 clusters Score -1960332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1960339.500000 Penalty: 4909.917969
	Iteration 69Q: 3 clusters Score -1960340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1960342.625000 Penalty: 4909.917969
	Iteration 70Q: 3 clusters Score -1960343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1960348.750000 Penalty: 4909.917969
	Iteration 71Q: 3 clusters Score -1960349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1960352.375000 Penalty: 4909.917969
	Iteration 72Q: 3 clusters Score -1960352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1960358.875000 Penalty: 4909.917969
	Iteration 73Q: 3 clusters Score -1960359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1960363.000000 Penalty: 4909.917969
	Iteration 74Q: 3 clusters Score -1960363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1960371.500000 Penalty: 4909.917969
	Iteration 75Q: 3 clusters Score -1960372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1960371.375000 Penalty: 4909.917969
	Iteration 76Q: 3 clusters Score -1960371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1960377.875000 Penalty: 4909.917969
	Iteration 77Q: 3 clusters Score -1960378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1960380.375000 Penalty: 4909.917969
	Iteration 78Q: 3 clusters Score -1960380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1960381.500000 Penalty: 4909.917969
	Iteration 79Q: 3 clusters Score -1960382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1960382.750000 Penalty: 4909.917969
	Iteration 80F: 3 clusters Score -1960383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1960387.625000 Penalty: 4909.917969
	Iteration 81Q: 3 clusters Score -1960388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1960385.500000 Penalty: 4909.917969
	Iteration 82Q: 3 clusters Score -1960386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1960385.125000 Penalty: 4909.917969
	Iteration 83Q: 3 clusters Score -1960385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1960387.000000 Penalty: 4909.917969
	Iteration 84Q: 3 clusters Score -1960387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1960384.500000 Penalty: 4909.917969
	Iteration 85Q: 3 clusters Score -1960384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1960391.875000 Penalty: 4909.917969
	Iteration 86Q: 3 clusters Score -1960392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1960393.000000 Penalty: 4909.917969
	Iteration 87Q: 3 clusters Score -1960393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1960391.375000 Penalty: 4909.917969
	Iteration 88Q: 3 clusters Score -1960391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1960390.750000 Penalty: 4909.917969
	Iteration 89Q: 3 clusters Score -1960391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1960392.875000 Penalty: 4909.917969
	Iteration 90Q: 3 clusters Score -1960393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1960392.875000 Penalty: 4909.917969
	Iteration 91Q: 3 clusters Score -1960393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1960392.875000 Penalty: 4909.917969
	Iteration 92F: 3 clusters Score -1960393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Entering Unmasked Estep 
Score: -196495.500000 Penalty: 1895.464844
	Iteration 0F: 2 clusters Score -196495.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -193827.890625 Penalty: 3790.929688
	Iteration 0F: 3 clusters Score -193827.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -194397.859375 Penalty: 3790.929688
	Iteration 1F: 3 clusters Score -194397.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -194614.109375 Penalty: 3790.929688
	Iteration 2F: 3 clusters Score -194614.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -194753.781250 Penalty: 3790.929688
	Iteration 3F: 3 clusters Score -194753.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -194855.718750 Penalty: 3790.929688
	Iteration 4Q: 3 clusters Score -194855.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -194913.515625 Penalty: 3790.929688
	Iteration 5Q: 3 clusters Score -194913.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -194954.812500 Penalty: 3790.929688
	Iteration 6Q: 3 clusters Score -194954.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -194992.390625 Penalty: 3790.929688
	Iteration 7Q: 3 clusters Score -194992.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -195023.406250 Penalty: 3790.929688
	Iteration 8Q: 3 clusters Score -195023.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -195040.875000 Penalty: 3790.929688
	Iteration 9Q: 3 clusters Score -195040.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -195057.250000 Penalty: 3790.929688
	Iteration 10Q: 3 clusters Score -195057.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -195070.625000 Penalty: 3790.929688
	Iteration 11Q: 3 clusters Score -195070.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -195084.062500 Penalty: 3790.929688
	Iteration 12Q: 3 clusters Score -195084.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -195094.500000 Penalty: 3790.929688
	Iteration 13Q: 3 clusters Score -195094.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -195100.875000 Penalty: 3790.929688
	Iteration 14Q: 3 clusters Score -195100.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -195106.140625 Penalty: 3790.929688
	Iteration 15Q: 3 clusters Score -195106.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -195111.796875 Penalty: 3790.929688
	Iteration 16Q: 3 clusters Score -195111.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -195116.421875 Penalty: 3790.929688
	Iteration 17Q: 3 clusters Score -195116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -195119.984375 Penalty: 3790.929688
	Iteration 18Q: 3 clusters Score -195120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -195123.046875 Penalty: 3790.929688
	Iteration 19Q: 3 clusters Score -195123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -195124.625000 Penalty: 3790.929688
	Iteration 20F: 3 clusters Score -195124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -195126.000000 Penalty: 3790.929688
	Iteration 21Q: 3 clusters Score -195126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -195127.609375 Penalty: 3790.929688
	Iteration 22Q: 3 clusters Score -195127.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -195128.484375 Penalty: 3790.929688
	Iteration 23Q: 3 clusters Score -195128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -195129.562500 Penalty: 3790.929688
	Iteration 24Q: 3 clusters Score -195129.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -195129.562500 Penalty: 3790.929688
	Iteration 25F: 3 clusters Score -195129.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Entering Unmasked Estep 
Score: -1653357.875000 Penalty: 2416.430176
	Iteration 0F: 2 clusters Score -1653358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1641262.125000 Penalty: 4832.860352
	Iteration 0F: 3 clusters Score -1641262 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1644962.500000 Penalty: 4832.860352
	Iteration 1F: 3 clusters Score -1644962 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1645362.875000 Penalty: 4832.860352
	Iteration 2F: 3 clusters Score -1645363 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1645744.500000 Penalty: 4832.860352
	Iteration 3Q: 3 clusters Score -1645744 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1646103.250000 Penalty: 4832.860352
	Iteration 4Q: 3 clusters Score -1646103 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1646501.625000 Penalty: 4832.860352
	Iteration 5Q: 3 clusters Score -1646502 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1646972.625000 Penalty: 4832.860352
	Iteration 6Q: 3 clusters Score -1646973 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1647613.125000 Penalty: 4832.860352
	Iteration 7F: 3 clusters Score -1647613 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1648471.125000 Penalty: 4832.860352
	Iteration 8F: 3 clusters Score -1648471 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1649441.125000 Penalty: 4832.860352
	Iteration 9F: 3 clusters Score -1649441 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1650247.875000 Penalty: 4832.860352
	Iteration 10F: 3 clusters Score -1650248 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1650743.125000 Penalty: 4832.860352
	Iteration 11Q: 3 clusters Score -1650743 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1650988.250000 Penalty: 4832.860352
	Iteration 12Q: 3 clusters Score -1650988 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1651118.500000 Penalty: 4832.860352
	Iteration 13Q: 3 clusters Score -1651118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1651205.750000 Penalty: 4832.860352
	Iteration 14Q: 3 clusters Score -1651206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1651257.500000 Penalty: 4832.860352
	Iteration 15Q: 3 clusters Score -1651258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1651292.750000 Penalty: 4832.860352
	Iteration 16Q: 3 clusters Score -1651293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1651314.750000 Penalty: 4832.860352
	Iteration 17Q: 3 clusters Score -1651315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1651323.625000 Penalty: 4832.860352
	Iteration 18Q: 3 clusters Score -1651324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1651337.250000 Penalty: 4832.860352
	Iteration 19Q: 3 clusters Score -1651337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1651343.750000 Penalty: 4832.860352
	Iteration 20F: 3 clusters Score -1651344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1651351.750000 Penalty: 4832.860352
	Iteration 21Q: 3 clusters Score -1651352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1651361.250000 Penalty: 4832.860352
	Iteration 22Q: 3 clusters Score -1651361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1651362.000000 Penalty: 4832.860352
	Iteration 23Q: 3 clusters Score -1651362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1651363.500000 Penalty: 4832.860352
	Iteration 24Q: 3 clusters Score -1651364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1651366.750000 Penalty: 4832.860352
	Iteration 25Q: 3 clusters Score -1651367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1651367.750000 Penalty: 4832.860352
	Iteration 26Q: 3 clusters Score -1651368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1651370.500000 Penalty: 4832.860352
	Iteration 27Q: 3 clusters Score -1651370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1651370.375000 Penalty: 4832.860352
	Iteration 28Q: 3 clusters Score -1651370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1651371.250000 Penalty: 4832.860352
	Iteration 29Q: 3 clusters Score -1651371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1651371.250000 Penalty: 4832.860352
	Iteration 30F: 3 clusters Score -1651371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Entering Unmasked Estep 
Score: -282258.218750 Penalty: 2015.083008
	Iteration 0F: 2 clusters Score -282258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -278798.750000 Penalty: 4030.166016
	Iteration 0F: 3 clusters Score -278798.8 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -279710.875000 Penalty: 4030.166016
	Iteration 1F: 3 clusters Score -279710.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -279973.156250 Penalty: 4030.166016
	Iteration 2F: 3 clusters Score -279973.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -280104.625000 Penalty: 4030.166016
	Iteration 3F: 3 clusters Score -280104.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -280210.281250 Penalty: 4030.166016
	Iteration 4Q: 3 clusters Score -280210.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -280291.656250 Penalty: 4030.166016
	Iteration 5Q: 3 clusters Score -280291.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -280351.125000 Penalty: 4030.166016
	Iteration 6Q: 3 clusters Score -280351.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -280402.312500 Penalty: 4030.166016
	Iteration 7Q: 3 clusters Score -280402.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -280447.437500 Penalty: 4030.166016
	Iteration 8Q: 3 clusters Score -280447.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -280480.812500 Penalty: 4030.166016
	Iteration 9Q: 3 clusters Score -280480.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -280502.968750 Penalty: 4030.166016
	Iteration 10Q: 3 clusters Score -280503 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -280522.312500 Penalty: 4030.166016
	Iteration 11Q: 3 clusters Score -280522.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -280545.250000 Penalty: 4030.166016
	Iteration 12Q: 3 clusters Score -280545.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -280562.437500 Penalty: 4030.166016
	Iteration 13Q: 3 clusters Score -280562.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -280575.750000 Penalty: 4030.166016
	Iteration 14Q: 3 clusters Score -280575.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -280586.937500 Penalty: 4030.166016
	Iteration 15Q: 3 clusters Score -280586.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -280598.781250 Penalty: 4030.166016
	Iteration 16Q: 3 clusters Score -280598.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -280621.562500 Penalty: 4030.166016
	Iteration 17Q: 3 clusters Score -280621.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -280643.593750 Penalty: 4030.166016
	Iteration 18Q: 3 clusters Score -280643.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -280662.812500 Penalty: 4030.166016
	Iteration 19Q: 3 clusters Score -280662.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -280679.937500 Penalty: 4030.166016
	Iteration 20F: 3 clusters Score -280679.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -280689.343750 Penalty: 4030.166016
	Iteration 21Q: 3 clusters Score -280689.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -280699.531250 Penalty: 4030.166016
	Iteration 22Q: 3 clusters Score -280699.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -280712.187500 Penalty: 4030.166016
	Iteration 23Q: 3 clusters Score -280712.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -280729.812500 Penalty: 4030.166016
	Iteration 24Q: 3 clusters Score -280729.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -280743.781250 Penalty: 4030.166016
	Iteration 25Q: 3 clusters Score -280743.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -280753.656250 Penalty: 4030.166016
	Iteration 26Q: 3 clusters Score -280753.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -280764.031250 Penalty: 4030.166016
	Iteration 27Q: 3 clusters Score -280764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -280771.687500 Penalty: 4030.166016
	Iteration 28Q: 3 clusters Score -280771.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -280778.406250 Penalty: 4030.166016
	Iteration 29Q: 3 clusters Score -280778.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -280789.406250 Penalty: 4030.166016
	Iteration 30Q: 3 clusters Score -280789.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -280801.562500 Penalty: 4030.166016
	Iteration 31Q: 3 clusters Score -280801.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -280812.468750 Penalty: 4030.166016
	Iteration 32Q: 3 clusters Score -280812.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -280830.062500 Penalty: 4030.166016
	Iteration 33Q: 3 clusters Score -280830.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -280849.968750 Penalty: 4030.166016
	Iteration 34Q: 3 clusters Score -280850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -280873.437500 Penalty: 4030.166016
	Iteration 35Q: 3 clusters Score -280873.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -280894.218750 Penalty: 4030.166016
	Iteration 36Q: 3 clusters Score -280894.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -280905.437500 Penalty: 4030.166016
	Iteration 37Q: 3 clusters Score -280905.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -280911.625000 Penalty: 4030.166016
	Iteration 38Q: 3 clusters Score -280911.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -280918.593750 Penalty: 4030.166016
	Iteration 39Q: 3 clusters Score -280918.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -280926.937500 Penalty: 4030.166016
	Iteration 40F: 3 clusters Score -280926.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -280934.375000 Penalty: 4030.166016
	Iteration 41Q: 3 clusters Score -280934.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -280936.500000 Penalty: 4030.166016
	Iteration 42Q: 3 clusters Score -280936.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -280942.750000 Penalty: 4030.166016
	Iteration 43Q: 3 clusters Score -280942.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -280947.125000 Penalty: 4030.166016
	Iteration 44Q: 3 clusters Score -280947.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -280950.781250 Penalty: 4030.166016
	Iteration 45Q: 3 clusters Score -280950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -280953.656250 Penalty: 4030.166016
	Iteration 46Q: 3 clusters Score -280953.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -280956.812500 Penalty: 4030.166016
	Iteration 47Q: 3 clusters Score -280956.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -280963.000000 Penalty: 4030.166016
	Iteration 48Q: 3 clusters Score -280963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -280965.781250 Penalty: 4030.166016
	Iteration 49Q: 3 clusters Score -280965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -280967.562500 Penalty: 4030.166016
	Iteration 50Q: 3 clusters Score -280967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -280969.062500 Penalty: 4030.166016
	Iteration 51Q: 3 clusters Score -280969.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -280970.968750 Penalty: 4030.166016
	Iteration 52Q: 3 clusters Score -280971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -280972.406250 Penalty: 4030.166016
	Iteration 53Q: 3 clusters Score -280972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -280972.937500 Penalty: 4030.166016
	Iteration 54Q: 3 clusters Score -280972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -280973.531250 Penalty: 4030.166016
	Iteration 55Q: 3 clusters Score -280973.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -280973.531250 Penalty: 4030.166016
	Iteration 56F: 3 clusters Score -280973.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -153265.562500 Penalty: 1830.303467
	Iteration 0F: 2 clusters Score -153265.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -150884.656250 Penalty: 3660.606934
	Iteration 0F: 3 clusters Score -150884.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -151258.359375 Penalty: 3660.606934
	Iteration 1F: 3 clusters Score -151258.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -151397.156250 Penalty: 3660.606934
	Iteration 2F: 3 clusters Score -151397.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -151467.375000 Penalty: 3660.606934
	Iteration 3Q: 3 clusters Score -151467.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -151509.140625 Penalty: 3660.606934
	Iteration 4Q: 3 clusters Score -151509.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -151542.578125 Penalty: 3660.606934
	Iteration 5Q: 3 clusters Score -151542.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -151563.531250 Penalty: 3660.606934
	Iteration 6Q: 3 clusters Score -151563.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -151577.468750 Penalty: 3660.606934
	Iteration 7Q: 3 clusters Score -151577.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -151588.406250 Penalty: 3660.606934
	Iteration 8Q: 3 clusters Score -151588.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -151598.437500 Penalty: 3660.606934
	Iteration 9Q: 3 clusters Score -151598.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -151604.203125 Penalty: 3660.606934
	Iteration 10Q: 3 clusters Score -151604.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -151610.437500 Penalty: 3660.606934
	Iteration 11Q: 3 clusters Score -151610.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -151611.531250 Penalty: 3660.606934
	Iteration 12Q: 3 clusters Score -151611.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -151617.203125 Penalty: 3660.606934
	Iteration 13Q: 3 clusters Score -151617.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -151625.015625 Penalty: 3660.606934
	Iteration 14Q: 3 clusters Score -151625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -151632.531250 Penalty: 3660.606934
	Iteration 15Q: 3 clusters Score -151632.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -151640.562500 Penalty: 3660.606934
	Iteration 16Q: 3 clusters Score -151640.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -151647.250000 Penalty: 3660.606934
	Iteration 17Q: 3 clusters Score -151647.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -151655.281250 Penalty: 3660.606934
	Iteration 18Q: 3 clusters Score -151655.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -151660.812500 Penalty: 3660.606934
	Iteration 19Q: 3 clusters Score -151660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -151663.468750 Penalty: 3660.606934
	Iteration 20F: 3 clusters Score -151663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -151665.437500 Penalty: 3660.606934
	Iteration 21Q: 3 clusters Score -151665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -151667.406250 Penalty: 3660.606934
	Iteration 22Q: 3 clusters Score -151667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -151669.750000 Penalty: 3660.606934
	Iteration 23Q: 3 clusters Score -151669.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -151671.234375 Penalty: 3660.606934
	Iteration 24Q: 3 clusters Score -151671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -151672.953125 Penalty: 3660.606934
	Iteration 25Q: 3 clusters Score -151673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -151675.937500 Penalty: 3660.606934
	Iteration 26Q: 3 clusters Score -151675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -151679.937500 Penalty: 3660.606934
	Iteration 27Q: 3 clusters Score -151679.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -151683.421875 Penalty: 3660.606934
	Iteration 28Q: 3 clusters Score -151683.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -151690.187500 Penalty: 3660.606934
	Iteration 29Q: 3 clusters Score -151690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -151696.078125 Penalty: 3660.606934
	Iteration 30Q: 3 clusters Score -151696.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -151700.156250 Penalty: 3660.606934
	Iteration 31Q: 3 clusters Score -151700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -151705.781250 Penalty: 3660.606934
	Iteration 32Q: 3 clusters Score -151705.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -151711.546875 Penalty: 3660.606934
	Iteration 33Q: 3 clusters Score -151711.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -151717.421875 Penalty: 3660.606934
	Iteration 34Q: 3 clusters Score -151717.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -151720.015625 Penalty: 3660.606934
	Iteration 35Q: 3 clusters Score -151720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -151726.484375 Penalty: 3660.606934
	Iteration 36Q: 3 clusters Score -151726.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -151738.687500 Penalty: 3660.606934
	Iteration 37Q: 3 clusters Score -151738.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -151757.640625 Penalty: 3660.606934
	Iteration 38Q: 3 clusters Score -151757.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -151771.500000 Penalty: 3660.606934
	Iteration 39Q: 3 clusters Score -151771.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -151789.093750 Penalty: 3660.606934
	Iteration 40F: 3 clusters Score -151789.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -151808.703125 Penalty: 3660.606934
	Iteration 41Q: 3 clusters Score -151808.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -151829.593750 Penalty: 3660.606934
	Iteration 42Q: 3 clusters Score -151829.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -151838.687500 Penalty: 3660.606934
	Iteration 43Q: 3 clusters Score -151838.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -151844.671875 Penalty: 3660.606934
	Iteration 44Q: 3 clusters Score -151844.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -151852.921875 Penalty: 3660.606934
	Iteration 45Q: 3 clusters Score -151852.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -151865.890625 Penalty: 3660.606934
	Iteration 46Q: 3 clusters Score -151865.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -151877.453125 Penalty: 3660.606934
	Iteration 47Q: 3 clusters Score -151877.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -151888.859375 Penalty: 3660.606934
	Iteration 48Q: 3 clusters Score -151888.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -151903.812500 Penalty: 3660.606934
	Iteration 49Q: 3 clusters Score -151903.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -151915.609375 Penalty: 3660.606934
	Iteration 50Q: 3 clusters Score -151915.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -151930.859375 Penalty: 3660.606934
	Iteration 51Q: 3 clusters Score -151930.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -151941.281250 Penalty: 3660.606934
	Iteration 52Q: 3 clusters Score -151941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -151950.765625 Penalty: 3660.606934
	Iteration 53Q: 3 clusters Score -151950.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -151954.453125 Penalty: 3660.606934
	Iteration 54Q: 3 clusters Score -151954.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -151955.937500 Penalty: 3660.606934
	Iteration 55Q: 3 clusters Score -151955.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -151955.937500 Penalty: 3660.606934
	Iteration 56F: 3 clusters Score -151955.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Entering Unmasked Estep 
Score: -390523.187500 Penalty: 2062.260498
	Iteration 0F: 2 clusters Score -390523.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -386564.281250 Penalty: 4124.520996
	Iteration 0F: 3 clusters Score -386564.3 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -387485.312500 Penalty: 4124.520996
	Iteration 1F: 3 clusters Score -387485.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -387726.812500 Penalty: 4124.520996
	Iteration 2F: 3 clusters Score -387726.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -387899.875000 Penalty: 4124.520996
	Iteration 3F: 3 clusters Score -387899.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -388065.593750 Penalty: 4124.520996
	Iteration 4F: 3 clusters Score -388065.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -388270.312500 Penalty: 4124.520996
	Iteration 5F: 3 clusters Score -388270.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -388517.906250 Penalty: 4124.520996
	Iteration 6F: 3 clusters Score -388517.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -388776.406250 Penalty: 4124.520996
	Iteration 7F: 3 clusters Score -388776.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -389027.937500 Penalty: 4124.520996
	Iteration 8F: 3 clusters Score -389027.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -389229.062500 Penalty: 4124.520996
	Iteration 9Q: 3 clusters Score -389229.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -389365.656250 Penalty: 4124.520996
	Iteration 10Q: 3 clusters Score -389365.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -389456.718750 Penalty: 4124.520996
	Iteration 11Q: 3 clusters Score -389456.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -389505.562500 Penalty: 4124.520996
	Iteration 12Q: 3 clusters Score -389505.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -389545.437500 Penalty: 4124.520996
	Iteration 13Q: 3 clusters Score -389545.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -389572.312500 Penalty: 4124.520996
	Iteration 14Q: 3 clusters Score -389572.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -389584.187500 Penalty: 4124.520996
	Iteration 15Q: 3 clusters Score -389584.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -389587.218750 Penalty: 4124.520996
	Iteration 16Q: 3 clusters Score -389587.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -389590.125000 Penalty: 4124.520996
	Iteration 17Q: 3 clusters Score -389590.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -389592.562500 Penalty: 4124.520996
	Iteration 18Q: 3 clusters Score -389592.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -389592.343750 Penalty: 4124.520996
	Iteration 19Q: 3 clusters Score -389592.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -389592.343750 Penalty: 4124.520996
	Iteration 20F: 3 clusters Score -389592.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (219063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219063 members 
Entering Unmasked Estep 
Score: -22054434.000000 Penalty: 3049.684326
	Iteration 0F: 2 clusters Score -2.205443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109597 members 
Mstep: Class 2 contains 109466 members 
Entering Unmasked Estep 
Score: -21908328.000000 Penalty: 6099.368652
	Iteration 0F: 3 clusters Score -2.190833e+07 nChanged 105600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112247 members 
Mstep: Class 2 contains 106816 members 
Entering Unmasked Estep 
Score: -21969150.000000 Penalty: 6099.368652
	Iteration 1F: 3 clusters Score -2.196915e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113177 members 
Mstep: Class 2 contains 105886 members 
Entering Unmasked Estep 
Score: -21970058.000000 Penalty: 6099.368652
	Iteration 2Q: 3 clusters Score -2.197006e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114732 members 
Mstep: Class 2 contains 104331 members 
Entering Unmasked Estep 
Score: -21970862.000000 Penalty: 6099.368652
	Iteration 3Q: 3 clusters Score -2.197086e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117238 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -21971938.000000 Penalty: 6099.368652
	Iteration 4Q: 3 clusters Score -2.197194e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121339 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -21973514.000000 Penalty: 6099.368652
	Iteration 5Q: 3 clusters Score -2.197351e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127570 members 
Mstep: Class 2 contains 91493 members 
Entering Unmasked Estep 
Score: -21975932.000000 Penalty: 6099.368652
	Iteration 6Q: 3 clusters Score -2.197593e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136936 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -21980514.000000 Penalty: 6099.368652
	Iteration 7Q: 3 clusters Score -2.198051e+07 nChanged 13548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150390 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -21988670.000000 Penalty: 6099.368652
	Iteration 8F: 3 clusters Score -2.198867e+07 nChanged 18028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168402 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -22003240.000000 Penalty: 6099.368652
	Iteration 9F: 3 clusters Score -2.200324e+07 nChanged 20079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188481 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -22022226.000000 Penalty: 6099.368652
	Iteration 10F: 3 clusters Score -2.202223e+07 nChanged 16820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205301 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -22039038.000000 Penalty: 6099.368652
	Iteration 11F: 3 clusters Score -2.203904e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214381 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -22047846.000000 Penalty: 6099.368652
	Iteration 12Q: 3 clusters Score -2.204785e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217552 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -22050638.000000 Penalty: 6099.368652
	Iteration 13Q: 3 clusters Score -2.205064e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218395 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -22051380.000000 Penalty: 6099.368652
	Iteration 14Q: 3 clusters Score -2.205138e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218600 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -22051576.000000 Penalty: 6099.368652
	Iteration 15Q: 3 clusters Score -2.205158e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218666 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22051700.000000 Penalty: 6099.368652
	Iteration 16Q: 3 clusters Score -2.20517e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218691 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -22051798.000000 Penalty: 6099.368652
	Iteration 17Q: 3 clusters Score -2.20518e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218698 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22051848.000000 Penalty: 6099.368652
	Iteration 18Q: 3 clusters Score -2.205185e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218693 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -22051880.000000 Penalty: 6099.368652
	Iteration 19Q: 3 clusters Score -2.205188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218698 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22051900.000000 Penalty: 6099.368652
	Iteration 20F: 3 clusters Score -2.20519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218699 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22051890.000000 Penalty: 6099.368652
	Iteration 21Q: 3 clusters Score -2.205189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218700 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22051898.000000 Penalty: 6099.368652
	Iteration 22Q: 3 clusters Score -2.20519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218697 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -22051928.000000 Penalty: 6099.368652
	Iteration 23Q: 3 clusters Score -2.205193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218700 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22051944.000000 Penalty: 6099.368652
	Iteration 24Q: 3 clusters Score -2.205194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218704 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -22051950.000000 Penalty: 6099.368652
	Iteration 25Q: 3 clusters Score -2.205195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218707 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22051950.000000 Penalty: 6099.368652
	Iteration 26Q: 3 clusters Score -2.205195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218701 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -22051946.000000 Penalty: 6099.368652
	Iteration 27Q: 3 clusters Score -2.205195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218699 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22051958.000000 Penalty: 6099.368652
	Iteration 28Q: 3 clusters Score -2.205196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218702 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22051956.000000 Penalty: 6099.368652
	Iteration 29Q: 3 clusters Score -2.205196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218704 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -22051970.000000 Penalty: 6099.368652
	Iteration 30Q: 3 clusters Score -2.205197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218704 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -22051970.000000 Penalty: 6099.368652
	Iteration 31Q: 3 clusters Score -2.205197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218703 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -22051982.000000 Penalty: 6099.368652
	Iteration 32Q: 3 clusters Score -2.205198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218703 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -22051982.000000 Penalty: 6099.368652
	Iteration 33F: 3 clusters Score -2.205198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (42556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Entering Unmasked Estep 
Score: -4316595.500000 Penalty: 2643.326904
	Iteration 0F: 2 clusters Score -4316596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -4287814.000000 Penalty: 5286.653809
	Iteration 0F: 3 clusters Score -4287814 nChanged 19571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -4298487.500000 Penalty: 5286.653809
	Iteration 1F: 3 clusters Score -4298488 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -4298906.000000 Penalty: 5286.653809
	Iteration 2Q: 3 clusters Score -4298906 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -4299246.000000 Penalty: 5286.653809
	Iteration 3Q: 3 clusters Score -4299246 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -4299564.500000 Penalty: 5286.653809
	Iteration 4Q: 3 clusters Score -4299564 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -4299849.000000 Penalty: 5286.653809
	Iteration 5Q: 3 clusters Score -4299849 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -4300119.500000 Penalty: 5286.653809
	Iteration 6Q: 3 clusters Score -4300120 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -4300369.000000 Penalty: 5286.653809
	Iteration 7Q: 3 clusters Score -4300369 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -4300675.500000 Penalty: 5286.653809
	Iteration 8Q: 3 clusters Score -4300676 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -4300994.000000 Penalty: 5286.653809
	Iteration 9Q: 3 clusters Score -4300994 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -4301438.500000 Penalty: 5286.653809
	Iteration 10Q: 3 clusters Score -4301438 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -4302039.000000 Penalty: 5286.653809
	Iteration 11Q: 3 clusters Score -4302039 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -4302939.000000 Penalty: 5286.653809
	Iteration 12Q: 3 clusters Score -4302939 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -4304249.000000 Penalty: 5286.653809
	Iteration 13Q: 3 clusters Score -4304249 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -4305945.000000 Penalty: 5286.653809
	Iteration 14F: 3 clusters Score -4305945 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -4307645.000000 Penalty: 5286.653809
	Iteration 15F: 3 clusters Score -4307645 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -4308883.500000 Penalty: 5286.653809
	Iteration 16Q: 3 clusters Score -4308884 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -4309553.500000 Penalty: 5286.653809
	Iteration 17Q: 3 clusters Score -4309554 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4309954.000000 Penalty: 5286.653809
	Iteration 18Q: 3 clusters Score -4309954 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4310259.500000 Penalty: 5286.653809
	Iteration 19Q: 3 clusters Score -4310260 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -4310519.500000 Penalty: 5286.653809
	Iteration 20F: 3 clusters Score -4310520 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -4310769.000000 Penalty: 5286.653809
	Iteration 21Q: 3 clusters Score -4310769 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -4311015.000000 Penalty: 5286.653809
	Iteration 22Q: 3 clusters Score -4311015 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -4311241.500000 Penalty: 5286.653809
	Iteration 23Q: 3 clusters Score -4311242 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -4311434.500000 Penalty: 5286.653809
	Iteration 24Q: 3 clusters Score -4311434 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -4311610.500000 Penalty: 5286.653809
	Iteration 25Q: 3 clusters Score -4311610 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -4311771.000000 Penalty: 5286.653809
	Iteration 26Q: 3 clusters Score -4311771 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4311931.500000 Penalty: 5286.653809
	Iteration 27Q: 3 clusters Score -4311932 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -4312078.500000 Penalty: 5286.653809
	Iteration 28Q: 3 clusters Score -4312078 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -4312209.000000 Penalty: 5286.653809
	Iteration 29Q: 3 clusters Score -4312209 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -4312338.000000 Penalty: 5286.653809
	Iteration 30Q: 3 clusters Score -4312338 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -4312445.500000 Penalty: 5286.653809
	Iteration 31Q: 3 clusters Score -4312446 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -4312547.500000 Penalty: 5286.653809
	Iteration 32Q: 3 clusters Score -4312548 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -4312698.500000 Penalty: 5286.653809
	Iteration 33Q: 3 clusters Score -4312698 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -4312800.500000 Penalty: 5286.653809
	Iteration 34Q: 3 clusters Score -4312800 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -4312895.500000 Penalty: 5286.653809
	Iteration 35Q: 3 clusters Score -4312896 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -4312987.000000 Penalty: 5286.653809
	Iteration 36Q: 3 clusters Score -4312987 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -4313098.500000 Penalty: 5286.653809
	Iteration 37Q: 3 clusters Score -4313098 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -4313181.000000 Penalty: 5286.653809
	Iteration 38Q: 3 clusters Score -4313181 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -4313271.000000 Penalty: 5286.653809
	Iteration 39Q: 3 clusters Score -4313271 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -4313352.000000 Penalty: 5286.653809
	Iteration 40F: 3 clusters Score -4313352 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -4313430.000000 Penalty: 5286.653809
	Iteration 41Q: 3 clusters Score -4313430 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -4313515.500000 Penalty: 5286.653809
	Iteration 42Q: 3 clusters Score -4313516 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -4313589.500000 Penalty: 5286.653809
	Iteration 43Q: 3 clusters Score -4313590 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -4313638.000000 Penalty: 5286.653809
	Iteration 44Q: 3 clusters Score -4313638 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -4313675.000000 Penalty: 5286.653809
	Iteration 45Q: 3 clusters Score -4313675 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -4313724.000000 Penalty: 5286.653809
	Iteration 46Q: 3 clusters Score -4313724 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -4313744.000000 Penalty: 5286.653809
	Iteration 47Q: 3 clusters Score -4313744 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -4313789.000000 Penalty: 5286.653809
	Iteration 48Q: 3 clusters Score -4313789 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -4313825.500000 Penalty: 5286.653809
	Iteration 49Q: 3 clusters Score -4313826 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -4313868.000000 Penalty: 5286.653809
	Iteration 50Q: 3 clusters Score -4313868 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -4313893.000000 Penalty: 5286.653809
	Iteration 51Q: 3 clusters Score -4313893 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -4313930.500000 Penalty: 5286.653809
	Iteration 52Q: 3 clusters Score -4313930 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -4313954.000000 Penalty: 5286.653809
	Iteration 53Q: 3 clusters Score -4313954 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -4313990.000000 Penalty: 5286.653809
	Iteration 54Q: 3 clusters Score -4313990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -4314000.000000 Penalty: 5286.653809
	Iteration 55Q: 3 clusters Score -4314000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -4314032.500000 Penalty: 5286.653809
	Iteration 56Q: 3 clusters Score -4314032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -4314052.000000 Penalty: 5286.653809
	Iteration 57Q: 3 clusters Score -4314052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -4314073.000000 Penalty: 5286.653809
	Iteration 58Q: 3 clusters Score -4314073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -4314093.500000 Penalty: 5286.653809
	Iteration 59Q: 3 clusters Score -4314094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -4314108.500000 Penalty: 5286.653809
	Iteration 60F: 3 clusters Score -4314108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -4314129.000000 Penalty: 5286.653809
	Iteration 61Q: 3 clusters Score -4314129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -4314143.500000 Penalty: 5286.653809
	Iteration 62Q: 3 clusters Score -4314144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -4314145.500000 Penalty: 5286.653809
	Iteration 63Q: 3 clusters Score -4314146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -4314154.000000 Penalty: 5286.653809
	Iteration 64Q: 3 clusters Score -4314154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -4314157.000000 Penalty: 5286.653809
	Iteration 65Q: 3 clusters Score -4314157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -4314166.500000 Penalty: 5286.653809
	Iteration 66Q: 3 clusters Score -4314166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -4314165.500000 Penalty: 5286.653809
	Iteration 67Q: 3 clusters Score -4314166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -4314177.500000 Penalty: 5286.653809
	Iteration 68Q: 3 clusters Score -4314178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -4314185.000000 Penalty: 5286.653809
	Iteration 69Q: 3 clusters Score -4314185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -4314187.000000 Penalty: 5286.653809
	Iteration 70Q: 3 clusters Score -4314187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -4314200.500000 Penalty: 5286.653809
	Iteration 71Q: 3 clusters Score -4314200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -4314204.000000 Penalty: 5286.653809
	Iteration 72Q: 3 clusters Score -4314204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -4314211.500000 Penalty: 5286.653809
	Iteration 73Q: 3 clusters Score -4314212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -4314222.500000 Penalty: 5286.653809
	Iteration 74Q: 3 clusters Score -4314222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -4314226.500000 Penalty: 5286.653809
	Iteration 75Q: 3 clusters Score -4314226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -4314244.000000 Penalty: 5286.653809
	Iteration 76Q: 3 clusters Score -4314244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -4314254.000000 Penalty: 5286.653809
	Iteration 77Q: 3 clusters Score -4314254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -4314253.000000 Penalty: 5286.653809
	Iteration 78Q: 3 clusters Score -4314253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -4314266.500000 Penalty: 5286.653809
	Iteration 79Q: 3 clusters Score -4314266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -4314267.500000 Penalty: 5286.653809
	Iteration 80F: 3 clusters Score -4314268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -4314274.000000 Penalty: 5286.653809
	Iteration 81Q: 3 clusters Score -4314274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -4314276.500000 Penalty: 5286.653809
	Iteration 82Q: 3 clusters Score -4314276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -4314274.500000 Penalty: 5286.653809
	Iteration 83Q: 3 clusters Score -4314274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -4314278.500000 Penalty: 5286.653809
	Iteration 84Q: 3 clusters Score -4314278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -4314280.500000 Penalty: 5286.653809
	Iteration 85Q: 3 clusters Score -4314280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -4314280.000000 Penalty: 5286.653809
	Iteration 86Q: 3 clusters Score -4314280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -4314278.500000 Penalty: 5286.653809
	Iteration 87Q: 3 clusters Score -4314278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -4314277.000000 Penalty: 5286.653809
	Iteration 88Q: 3 clusters Score -4314277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -4314278.500000 Penalty: 5286.653809
	Iteration 89Q: 3 clusters Score -4314278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -4314282.000000 Penalty: 5286.653809
	Iteration 90Q: 3 clusters Score -4314282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -4314279.500000 Penalty: 5286.653809
	Iteration 91Q: 3 clusters Score -4314280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -4314283.000000 Penalty: 5286.653809
	Iteration 92Q: 3 clusters Score -4314283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -4314288.500000 Penalty: 5286.653809
	Iteration 93Q: 3 clusters Score -4314288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -4314298.000000 Penalty: 5286.653809
	Iteration 94Q: 3 clusters Score -4314298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -4314295.500000 Penalty: 5286.653809
	Iteration 95Q: 3 clusters Score -4314296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -4314297.000000 Penalty: 5286.653809
	Iteration 96Q: 3 clusters Score -4314297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -4314293.500000 Penalty: 5286.653809
	Iteration 97Q: 3 clusters Score -4314294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -4314292.000000 Penalty: 5286.653809
	Iteration 98Q: 3 clusters Score -4314292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -4314296.000000 Penalty: 5286.653809
	Iteration 99Q: 3 clusters Score -4314296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -4314298.000000 Penalty: 5286.653809
	Iteration 100F: 3 clusters Score -4314298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -4314296.500000 Penalty: 5286.653809
	Iteration 101Q: 3 clusters Score -4314296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -4314302.500000 Penalty: 5286.653809
	Iteration 102Q: 3 clusters Score -4314302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -4314303.000000 Penalty: 5286.653809
	Iteration 103Q: 3 clusters Score -4314303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -4314308.000000 Penalty: 5286.653809
	Iteration 104Q: 3 clusters Score -4314308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -4314312.500000 Penalty: 5286.653809
	Iteration 105Q: 3 clusters Score -4314312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -4314312.500000 Penalty: 5286.653809
	Iteration 106Q: 3 clusters Score -4314312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -4314317.000000 Penalty: 5286.653809
	Iteration 107Q: 3 clusters Score -4314317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -4314319.500000 Penalty: 5286.653809
	Iteration 108Q: 3 clusters Score -4314320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -4314320.500000 Penalty: 5286.653809
	Iteration 109Q: 3 clusters Score -4314320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -4314320.000000 Penalty: 5286.653809
	Iteration 110Q: 3 clusters Score -4314320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -4314324.000000 Penalty: 5286.653809
	Iteration 111Q: 3 clusters Score -4314324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -4314325.500000 Penalty: 5286.653809
	Iteration 112Q: 3 clusters Score -4314326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -4314328.500000 Penalty: 5286.653809
	Iteration 113Q: 3 clusters Score -4314328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -4314328.500000 Penalty: 5286.653809
	Iteration 114F: 3 clusters Score -4314328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Entering Unmasked Estep 
Score: -187065.296875 Penalty: 1882.531372
	Iteration 0F: 2 clusters Score -187065.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -184485.703125 Penalty: 3765.062744
	Iteration 0F: 3 clusters Score -184485.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -184949.484375 Penalty: 3765.062744
	Iteration 1F: 3 clusters Score -184949.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -185092.656250 Penalty: 3765.062744
	Iteration 2F: 3 clusters Score -185092.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -185160.656250 Penalty: 3765.062744
	Iteration 3Q: 3 clusters Score -185160.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -185202.921875 Penalty: 3765.062744
	Iteration 4Q: 3 clusters Score -185202.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -185239.671875 Penalty: 3765.062744
	Iteration 5Q: 3 clusters Score -185239.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -185269.062500 Penalty: 3765.062744
	Iteration 6Q: 3 clusters Score -185269.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -185289.625000 Penalty: 3765.062744
	Iteration 7Q: 3 clusters Score -185289.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -185306.093750 Penalty: 3765.062744
	Iteration 8Q: 3 clusters Score -185306.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -185321.281250 Penalty: 3765.062744
	Iteration 9Q: 3 clusters Score -185321.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -185332.750000 Penalty: 3765.062744
	Iteration 10Q: 3 clusters Score -185332.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -185342.406250 Penalty: 3765.062744
	Iteration 11Q: 3 clusters Score -185342.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -185354.312500 Penalty: 3765.062744
	Iteration 12Q: 3 clusters Score -185354.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -185370.687500 Penalty: 3765.062744
	Iteration 13Q: 3 clusters Score -185370.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -185382.828125 Penalty: 3765.062744
	Iteration 14Q: 3 clusters Score -185382.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -185395.203125 Penalty: 3765.062744
	Iteration 15Q: 3 clusters Score -185395.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -185404.171875 Penalty: 3765.062744
	Iteration 16Q: 3 clusters Score -185404.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -185410.078125 Penalty: 3765.062744
	Iteration 17Q: 3 clusters Score -185410.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -185416.640625 Penalty: 3765.062744
	Iteration 18Q: 3 clusters Score -185416.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -185419.953125 Penalty: 3765.062744
	Iteration 19Q: 3 clusters Score -185420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -185422.781250 Penalty: 3765.062744
	Iteration 20F: 3 clusters Score -185422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -185425.468750 Penalty: 3765.062744
	Iteration 21Q: 3 clusters Score -185425.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -185426.203125 Penalty: 3765.062744
	Iteration 22Q: 3 clusters Score -185426.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -185426.500000 Penalty: 3765.062744
	Iteration 23Q: 3 clusters Score -185426.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -185426.500000 Penalty: 3765.062744
	Iteration 24F: 3 clusters Score -185426.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 10542 members 
Mstep: Class 7 contains 163382 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 23941 members 
Mstep: Class 10 contains 47385 members 
Mstep: Class 11 contains 42645 members 
Mstep: Class 12 contains 35384 members 
Mstep: Class 13 contains 64770 members 
Mstep: Class 14 contains 16552 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 68972 members 
Mstep: Class 17 contains 7527 members 
Mstep: Class 18 contains 1493 members 
Mstep: Class 19 contains 232751 members 
Mstep: Class 20 contains 39254 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 189989 members 
Mstep: Class 23 contains 15574 members 
Mstep: Class 24 contains 237293 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23733 members 
Mstep: Class 27 contains 19911 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17046 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 1604 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 219063 members 
Mstep: Class 34 contains 42556 members 
Mstep: Class 35 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156160.000000 Penalty: 124097.632812
Iteration 159Q: 36 clusters Score -1.571562e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14625 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10542 members 
Mstep: Class 7 contains 163385 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 23945 members 
Mstep: Class 10 contains 47382 members 
Mstep: Class 11 contains 42646 members 
Mstep: Class 12 contains 35385 members 
Mstep: Class 13 contains 64770 members 
Mstep: Class 14 contains 16550 members 
Mstep: Class 15 contains 15187 members 
Mstep: Class 16 contains 69006 members 
Mstep: Class 17 contains 7527 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 232756 members 
Mstep: Class 20 contains 39251 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190007 members 
Mstep: Class 23 contains 15570 members 
Mstep: Class 24 contains 237272 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23738 members 
Mstep: Class 27 contains 19902 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 17043 members 
Mstep: Class 30 contains 3382 members 
Mstep: Class 31 contains 1603 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 219020 members 
Mstep: Class 34 contains 42566 members 
Mstep: Class 35 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156144.000000 Penalty: 124097.632812
Iteration 160F: 36 clusters Score -1.571561e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14624 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 10543 members 
Mstep: Class 7 contains 163389 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 23943 members 
Mstep: Class 10 contains 47382 members 
Mstep: Class 11 contains 42645 members 
Mstep: Class 12 contains 35385 members 
Mstep: Class 13 contains 64772 members 
Mstep: Class 14 contains 16551 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69039 members 
Mstep: Class 17 contains 7528 members 
Mstep: Class 18 contains 1489 members 
Mstep: Class 19 contains 232758 members 
Mstep: Class 20 contains 39251 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190030 members 
Mstep: Class 23 contains 15569 members 
Mstep: Class 24 contains 237252 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23742 members 
Mstep: Class 27 contains 19892 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17043 members 
Mstep: Class 30 contains 3377 members 
Mstep: Class 31 contains 1603 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218974 members 
Mstep: Class 34 contains 42573 members 
Mstep: Class 35 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156320.000000 Penalty: 124097.632812
Iteration 161Q: 36 clusters Score -1.571563e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14622 members 
Mstep: Class 4 contains 2566 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 10543 members 
Mstep: Class 7 contains 163396 members 
Mstep: Class 8 contains 12699 members 
Mstep: Class 9 contains 23942 members 
Mstep: Class 10 contains 47383 members 
Mstep: Class 11 contains 42645 members 
Mstep: Class 12 contains 35385 members 
Mstep: Class 13 contains 64775 members 
Mstep: Class 14 contains 16547 members 
Mstep: Class 15 contains 15187 members 
Mstep: Class 16 contains 69065 members 
Mstep: Class 17 contains 7529 members 
Mstep: Class 18 contains 1489 members 
Mstep: Class 19 contains 232764 members 
Mstep: Class 20 contains 39255 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190054 members 
Mstep: Class 23 contains 15569 members 
Mstep: Class 24 contains 237226 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23749 members 
Mstep: Class 27 contains 19877 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17044 members 
Mstep: Class 30 contains 3377 members 
Mstep: Class 31 contains 1603 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218931 members 
Mstep: Class 34 contains 42579 members 
Mstep: Class 35 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156160.000000 Penalty: 124097.632812
Iteration 162Q: 36 clusters Score -1.571562e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14622 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 10543 members 
Mstep: Class 7 contains 163406 members 
Mstep: Class 8 contains 12699 members 
Mstep: Class 9 contains 23943 members 
Mstep: Class 10 contains 47379 members 
Mstep: Class 11 contains 42647 members 
Mstep: Class 12 contains 35386 members 
Mstep: Class 13 contains 64785 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15188 members 
Mstep: Class 16 contains 69098 members 
Mstep: Class 17 contains 7530 members 
Mstep: Class 18 contains 1488 members 
Mstep: Class 19 contains 232766 members 
Mstep: Class 20 contains 39252 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190073 members 
Mstep: Class 23 contains 15568 members 
Mstep: Class 24 contains 237194 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23752 members 
Mstep: Class 27 contains 19861 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17044 members 
Mstep: Class 30 contains 3378 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218897 members 
Mstep: Class 34 contains 42584 members 
Mstep: Class 35 contains 2003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156208.000000 Penalty: 124097.632812
Iteration 163Q: 36 clusters Score -1.571562e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14625 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 10543 members 
Mstep: Class 7 contains 163406 members 
Mstep: Class 8 contains 12697 members 
Mstep: Class 9 contains 23942 members 
Mstep: Class 10 contains 47382 members 
Mstep: Class 11 contains 42648 members 
Mstep: Class 12 contains 35386 members 
Mstep: Class 13 contains 64793 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15188 members 
Mstep: Class 16 contains 69130 members 
Mstep: Class 17 contains 7530 members 
Mstep: Class 18 contains 1487 members 
Mstep: Class 19 contains 232768 members 
Mstep: Class 20 contains 39251 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190097 members 
Mstep: Class 23 contains 15567 members 
Mstep: Class 24 contains 237175 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23754 members 
Mstep: Class 27 contains 19855 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17043 members 
Mstep: Class 30 contains 3378 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218844 members 
Mstep: Class 34 contains 42589 members 
Mstep: Class 35 contains 2005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156336.000000 Penalty: 124097.632812
Iteration 164Q: 36 clusters Score -1.571563e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14626 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10544 members 
Mstep: Class 7 contains 163405 members 
Mstep: Class 8 contains 12696 members 
Mstep: Class 9 contains 23942 members 
Mstep: Class 10 contains 47377 members 
Mstep: Class 11 contains 42649 members 
Mstep: Class 12 contains 35384 members 
Mstep: Class 13 contains 64798 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15189 members 
Mstep: Class 16 contains 69160 members 
Mstep: Class 17 contains 7530 members 
Mstep: Class 18 contains 1487 members 
Mstep: Class 19 contains 232763 members 
Mstep: Class 20 contains 39246 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190120 members 
Mstep: Class 23 contains 15565 members 
Mstep: Class 24 contains 237166 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23754 members 
Mstep: Class 27 contains 19846 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17043 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218810 members 
Mstep: Class 34 contains 42594 members 
Mstep: Class 35 contains 2009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156304.000000 Penalty: 124097.632812
Iteration 165Q: 36 clusters Score -1.571563e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10544 members 
Mstep: Class 7 contains 163399 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 23943 members 
Mstep: Class 10 contains 47378 members 
Mstep: Class 11 contains 42649 members 
Mstep: Class 12 contains 35382 members 
Mstep: Class 13 contains 64799 members 
Mstep: Class 14 contains 16549 members 
Mstep: Class 15 contains 15189 members 
Mstep: Class 16 contains 69183 members 
Mstep: Class 17 contains 7530 members 
Mstep: Class 18 contains 1487 members 
Mstep: Class 19 contains 232757 members 
Mstep: Class 20 contains 39250 members 
Mstep: Class 21 contains 8367 members 
Mstep: Class 22 contains 190133 members 
Mstep: Class 23 contains 15563 members 
Mstep: Class 24 contains 237152 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23756 members 
Mstep: Class 27 contains 19833 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17042 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218793 members 
Mstep: Class 34 contains 42604 members 
Mstep: Class 35 contains 2012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156288.000000 Penalty: 124097.632812
Iteration 166Q: 36 clusters Score -1.571563e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14626 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10544 members 
Mstep: Class 7 contains 163398 members 
Mstep: Class 8 contains 12692 members 
Mstep: Class 9 contains 23942 members 
Mstep: Class 10 contains 47374 members 
Mstep: Class 11 contains 42648 members 
Mstep: Class 12 contains 35384 members 
Mstep: Class 13 contains 64798 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15188 members 
Mstep: Class 16 contains 69199 members 
Mstep: Class 17 contains 7530 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 232760 members 
Mstep: Class 20 contains 39255 members 
Mstep: Class 21 contains 8368 members 
Mstep: Class 22 contains 190146 members 
Mstep: Class 23 contains 15561 members 
Mstep: Class 24 contains 237147 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23759 members 
Mstep: Class 27 contains 19814 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17042 members 
Mstep: Class 30 contains 3380 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218781 members 
Mstep: Class 34 contains 42610 members 
Mstep: Class 35 contains 2013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156336.000000 Penalty: 124097.632812
Iteration 167Q: 36 clusters Score -1.571563e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14624 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10545 members 
Mstep: Class 7 contains 163401 members 
Mstep: Class 8 contains 12692 members 
Mstep: Class 9 contains 23941 members 
Mstep: Class 10 contains 47379 members 
Mstep: Class 11 contains 42649 members 
Mstep: Class 12 contains 35383 members 
Mstep: Class 13 contains 64804 members 
Mstep: Class 14 contains 16547 members 
Mstep: Class 15 contains 15187 members 
Mstep: Class 16 contains 69205 members 
Mstep: Class 17 contains 7532 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 232760 members 
Mstep: Class 20 contains 39253 members 
Mstep: Class 21 contains 8367 members 
Mstep: Class 22 contains 190155 members 
Mstep: Class 23 contains 15561 members 
Mstep: Class 24 contains 237141 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 23762 members 
Mstep: Class 27 contains 19796 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17042 members 
Mstep: Class 30 contains 3382 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218773 members 
Mstep: Class 34 contains 42612 members 
Mstep: Class 35 contains 2014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156400.000000 Penalty: 124097.632812
Iteration 168Q: 36 clusters Score -1.571564e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14619 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10547 members 
Mstep: Class 7 contains 163398 members 
Mstep: Class 8 contains 12692 members 
Mstep: Class 9 contains 23940 members 
Mstep: Class 10 contains 47384 members 
Mstep: Class 11 contains 42649 members 
Mstep: Class 12 contains 35383 members 
Mstep: Class 13 contains 64803 members 
Mstep: Class 14 contains 16547 members 
Mstep: Class 15 contains 15187 members 
Mstep: Class 16 contains 69218 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 232756 members 
Mstep: Class 20 contains 39247 members 
Mstep: Class 21 contains 8369 members 
Mstep: Class 22 contains 190174 members 
Mstep: Class 23 contains 15561 members 
Mstep: Class 24 contains 237135 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23764 members 
Mstep: Class 27 contains 19784 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17042 members 
Mstep: Class 30 contains 3382 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218765 members 
Mstep: Class 34 contains 42613 members 
Mstep: Class 35 contains 2015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156368.000000 Penalty: 124097.632812
Iteration 169Q: 36 clusters Score -1.571564e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14620 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 163398 members 
Mstep: Class 8 contains 12692 members 
Mstep: Class 9 contains 23941 members 
Mstep: Class 10 contains 47388 members 
Mstep: Class 11 contains 42651 members 
Mstep: Class 12 contains 35383 members 
Mstep: Class 13 contains 64805 members 
Mstep: Class 14 contains 16546 members 
Mstep: Class 15 contains 15187 members 
Mstep: Class 16 contains 69229 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 232749 members 
Mstep: Class 20 contains 39246 members 
Mstep: Class 21 contains 8369 members 
Mstep: Class 22 contains 190184 members 
Mstep: Class 23 contains 15560 members 
Mstep: Class 24 contains 237127 members 
Mstep: Class 25 contains 14651 members 
Mstep: Class 26 contains 23768 members 
Mstep: Class 27 contains 19775 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17042 members 
Mstep: Class 30 contains 3383 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218755 members 
Mstep: Class 34 contains 42615 members 
Mstep: Class 35 contains 2016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156384.000000 Penalty: 124097.632812
Iteration 170Q: 36 clusters Score -1.571564e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14616 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163397 members 
Mstep: Class 8 contains 12692 members 
Mstep: Class 9 contains 23940 members 
Mstep: Class 10 contains 47387 members 
Mstep: Class 11 contains 42651 members 
Mstep: Class 12 contains 35382 members 
Mstep: Class 13 contains 64806 members 
Mstep: Class 14 contains 16547 members 
Mstep: Class 15 contains 15187 members 
Mstep: Class 16 contains 69245 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 232748 members 
Mstep: Class 20 contains 39244 members 
Mstep: Class 21 contains 8369 members 
Mstep: Class 22 contains 190196 members 
Mstep: Class 23 contains 15559 members 
Mstep: Class 24 contains 237121 members 
Mstep: Class 25 contains 14651 members 
Mstep: Class 26 contains 23768 members 
Mstep: Class 27 contains 19764 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17042 members 
Mstep: Class 30 contains 3383 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218745 members 
Mstep: Class 34 contains 42619 members 
Mstep: Class 35 contains 2019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156384.000000 Penalty: 124097.632812
Iteration 171Q: 36 clusters Score -1.571564e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14616 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163392 members 
Mstep: Class 8 contains 12691 members 
Mstep: Class 9 contains 23941 members 
Mstep: Class 10 contains 47389 members 
Mstep: Class 11 contains 42651 members 
Mstep: Class 12 contains 35382 members 
Mstep: Class 13 contains 64808 members 
Mstep: Class 14 contains 16546 members 
Mstep: Class 15 contains 15187 members 
Mstep: Class 16 contains 69265 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 232747 members 
Mstep: Class 20 contains 39242 members 
Mstep: Class 21 contains 8369 members 
Mstep: Class 22 contains 190206 members 
Mstep: Class 23 contains 15560 members 
Mstep: Class 24 contains 237110 members 
Mstep: Class 25 contains 14651 members 
Mstep: Class 26 contains 23769 members 
Mstep: Class 27 contains 19755 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17042 members 
Mstep: Class 30 contains 3384 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218737 members 
Mstep: Class 34 contains 42621 members 
Mstep: Class 35 contains 2019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156512.000000 Penalty: 124097.632812
Iteration 172Q: 36 clusters Score -1.571565e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163397 members 
Mstep: Class 8 contains 12691 members 
Mstep: Class 9 contains 23938 members 
Mstep: Class 10 contains 47385 members 
Mstep: Class 11 contains 42651 members 
Mstep: Class 12 contains 35382 members 
Mstep: Class 13 contains 64808 members 
Mstep: Class 14 contains 16545 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69282 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 232747 members 
Mstep: Class 20 contains 39239 members 
Mstep: Class 21 contains 8368 members 
Mstep: Class 22 contains 190217 members 
Mstep: Class 23 contains 15560 members 
Mstep: Class 24 contains 237105 members 
Mstep: Class 25 contains 14651 members 
Mstep: Class 26 contains 23770 members 
Mstep: Class 27 contains 19749 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17042 members 
Mstep: Class 30 contains 3389 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218718 members 
Mstep: Class 34 contains 42623 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156368.000000 Penalty: 124097.632812
Iteration 173Q: 36 clusters Score -1.571564e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163401 members 
Mstep: Class 8 contains 12691 members 
Mstep: Class 9 contains 23937 members 
Mstep: Class 10 contains 47385 members 
Mstep: Class 11 contains 42651 members 
Mstep: Class 12 contains 35382 members 
Mstep: Class 13 contains 64809 members 
Mstep: Class 14 contains 16546 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69295 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 232749 members 
Mstep: Class 20 contains 39239 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 190227 members 
Mstep: Class 23 contains 15559 members 
Mstep: Class 24 contains 237095 members 
Mstep: Class 25 contains 14651 members 
Mstep: Class 26 contains 23770 members 
Mstep: Class 27 contains 19747 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17041 members 
Mstep: Class 30 contains 3393 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218696 members 
Mstep: Class 34 contains 42627 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156432.000000 Penalty: 124097.632812
Iteration 174Q: 36 clusters Score -1.571564e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14616 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163401 members 
Mstep: Class 8 contains 12691 members 
Mstep: Class 9 contains 23937 members 
Mstep: Class 10 contains 47384 members 
Mstep: Class 11 contains 42650 members 
Mstep: Class 12 contains 35383 members 
Mstep: Class 13 contains 64809 members 
Mstep: Class 14 contains 16547 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69310 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1485 members 
Mstep: Class 19 contains 232754 members 
Mstep: Class 20 contains 39235 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 190233 members 
Mstep: Class 23 contains 15558 members 
Mstep: Class 24 contains 237092 members 
Mstep: Class 25 contains 14651 members 
Mstep: Class 26 contains 23770 members 
Mstep: Class 27 contains 19746 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17041 members 
Mstep: Class 30 contains 3395 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218677 members 
Mstep: Class 34 contains 42629 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156544.000000 Penalty: 124097.632812
Iteration 175Q: 36 clusters Score -1.571565e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14616 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163404 members 
Mstep: Class 8 contains 12691 members 
Mstep: Class 9 contains 23937 members 
Mstep: Class 10 contains 47382 members 
Mstep: Class 11 contains 42651 members 
Mstep: Class 12 contains 35382 members 
Mstep: Class 13 contains 64809 members 
Mstep: Class 14 contains 16547 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69322 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1484 members 
Mstep: Class 19 contains 232757 members 
Mstep: Class 20 contains 39234 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190238 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237087 members 
Mstep: Class 25 contains 14651 members 
Mstep: Class 26 contains 23770 members 
Mstep: Class 27 contains 19746 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17041 members 
Mstep: Class 30 contains 3398 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218661 members 
Mstep: Class 34 contains 42631 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156512.000000 Penalty: 124097.632812
Iteration 176Q: 36 clusters Score -1.571565e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163402 members 
Mstep: Class 8 contains 12691 members 
Mstep: Class 9 contains 23937 members 
Mstep: Class 10 contains 47382 members 
Mstep: Class 11 contains 42654 members 
Mstep: Class 12 contains 35380 members 
Mstep: Class 13 contains 64811 members 
Mstep: Class 14 contains 16547 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69332 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1483 members 
Mstep: Class 19 contains 232758 members 
Mstep: Class 20 contains 39234 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 190241 members 
Mstep: Class 23 contains 15555 members 
Mstep: Class 24 contains 237082 members 
Mstep: Class 25 contains 14651 members 
Mstep: Class 26 contains 23770 members 
Mstep: Class 27 contains 19747 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17041 members 
Mstep: Class 30 contains 3399 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218647 members 
Mstep: Class 34 contains 42632 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156352.000000 Penalty: 124097.632812
Iteration 177Q: 36 clusters Score -1.571564e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163403 members 
Mstep: Class 8 contains 12690 members 
Mstep: Class 9 contains 23936 members 
Mstep: Class 10 contains 47384 members 
Mstep: Class 11 contains 42654 members 
Mstep: Class 12 contains 35378 members 
Mstep: Class 13 contains 64812 members 
Mstep: Class 14 contains 16547 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69338 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1482 members 
Mstep: Class 19 contains 232757 members 
Mstep: Class 20 contains 39233 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 190245 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237079 members 
Mstep: Class 25 contains 14652 members 
Mstep: Class 26 contains 23770 members 
Mstep: Class 27 contains 19747 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17041 members 
Mstep: Class 30 contains 3400 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218638 members 
Mstep: Class 34 contains 42633 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156368.000000 Penalty: 124097.632812
Iteration 178Q: 36 clusters Score -1.571564e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163406 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 47385 members 
Mstep: Class 11 contains 42654 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64812 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69345 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1482 members 
Mstep: Class 19 contains 232757 members 
Mstep: Class 20 contains 39235 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190248 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237075 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23770 members 
Mstep: Class 27 contains 19744 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3402 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218628 members 
Mstep: Class 34 contains 42636 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156352.000000 Penalty: 124097.632812
Iteration 179Q: 36 clusters Score -1.571564e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163409 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23934 members 
Mstep: Class 10 contains 47386 members 
Mstep: Class 11 contains 42655 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64812 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69350 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1482 members 
Mstep: Class 19 contains 232755 members 
Mstep: Class 20 contains 39234 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190251 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237071 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23770 members 
Mstep: Class 27 contains 19740 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218625 members 
Mstep: Class 34 contains 42636 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156432.000000 Penalty: 124097.632812
Iteration 180F: 36 clusters Score -1.571564e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163414 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23934 members 
Mstep: Class 10 contains 47388 members 
Mstep: Class 11 contains 42655 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64812 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69352 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1481 members 
Mstep: Class 19 contains 232755 members 
Mstep: Class 20 contains 39233 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190252 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237071 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23770 members 
Mstep: Class 27 contains 19739 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218617 members 
Mstep: Class 34 contains 42637 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156384.000000 Penalty: 124097.632812
Iteration 181Q: 36 clusters Score -1.571564e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163417 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23934 members 
Mstep: Class 10 contains 47387 members 
Mstep: Class 11 contains 42655 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64812 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69355 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1478 members 
Mstep: Class 19 contains 232755 members 
Mstep: Class 20 contains 39233 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190257 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237068 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23770 members 
Mstep: Class 27 contains 19737 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218614 members 
Mstep: Class 34 contains 42638 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156416.000000 Penalty: 124097.632812
Iteration 182Q: 36 clusters Score -1.571564e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163418 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23934 members 
Mstep: Class 10 contains 47387 members 
Mstep: Class 11 contains 42655 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64813 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69359 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 19 contains 232755 members 
Mstep: Class 20 contains 39236 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190256 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237064 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23770 members 
Mstep: Class 27 contains 19729 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218620 members 
Mstep: Class 34 contains 42639 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156480.000000 Penalty: 124097.632812
Iteration 183Q: 36 clusters Score -1.571565e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163421 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23934 members 
Mstep: Class 10 contains 47387 members 
Mstep: Class 11 contains 42655 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64814 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69363 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1472 members 
Mstep: Class 19 contains 232755 members 
Mstep: Class 20 contains 39236 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190258 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237058 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23770 members 
Mstep: Class 27 contains 19722 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218625 members 
Mstep: Class 34 contains 42640 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156432.000000 Penalty: 124097.632812
Iteration 184Q: 36 clusters Score -1.571564e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163422 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23934 members 
Mstep: Class 10 contains 47387 members 
Mstep: Class 11 contains 42655 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64814 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69368 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 232754 members 
Mstep: Class 20 contains 39237 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190258 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237057 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23770 members 
Mstep: Class 27 contains 19710 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218632 members 
Mstep: Class 34 contains 42641 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156448.000000 Penalty: 124097.632812
Iteration 185Q: 36 clusters Score -1.571564e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163423 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23934 members 
Mstep: Class 10 contains 47387 members 
Mstep: Class 11 contains 42655 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64814 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69375 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232752 members 
Mstep: Class 20 contains 39238 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190263 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237056 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23770 members 
Mstep: Class 27 contains 19705 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218627 members 
Mstep: Class 34 contains 42640 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156464.000000 Penalty: 124097.632812
Iteration 186Q: 36 clusters Score -1.571565e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163424 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23934 members 
Mstep: Class 10 contains 47387 members 
Mstep: Class 11 contains 42655 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64813 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69386 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232752 members 
Mstep: Class 20 contains 39236 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190267 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237055 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23771 members 
Mstep: Class 27 contains 19701 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218617 members 
Mstep: Class 34 contains 42641 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156432.000000 Penalty: 124097.632812
Iteration 187Q: 36 clusters Score -1.571564e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163425 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 47387 members 
Mstep: Class 11 contains 42655 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64814 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69390 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232752 members 
Mstep: Class 20 contains 39235 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190268 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237053 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23771 members 
Mstep: Class 27 contains 19699 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218611 members 
Mstep: Class 34 contains 42644 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156480.000000 Penalty: 124097.632812
Iteration 188Q: 36 clusters Score -1.571565e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163425 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 47387 members 
Mstep: Class 11 contains 42654 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64815 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15185 members 
Mstep: Class 16 contains 69395 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232753 members 
Mstep: Class 20 contains 39237 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190271 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237052 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23771 members 
Mstep: Class 27 contains 19696 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218601 members 
Mstep: Class 34 contains 42647 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156496.000000 Penalty: 124097.632812
Iteration 189Q: 36 clusters Score -1.571565e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163424 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 47387 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64817 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15184 members 
Mstep: Class 16 contains 69399 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232751 members 
Mstep: Class 20 contains 39239 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190275 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237048 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23771 members 
Mstep: Class 27 contains 19693 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218599 members 
Mstep: Class 34 contains 42649 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156560.000000 Penalty: 124097.632812
Iteration 190Q: 36 clusters Score -1.571566e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14616 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163424 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 47388 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64820 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15184 members 
Mstep: Class 16 contains 69402 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232751 members 
Mstep: Class 20 contains 39238 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190280 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237043 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23771 members 
Mstep: Class 27 contains 19693 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218592 members 
Mstep: Class 34 contains 42651 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156528.000000 Penalty: 124097.632812
Iteration 191Q: 36 clusters Score -1.571565e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14614 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163425 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 47389 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64820 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15184 members 
Mstep: Class 16 contains 69405 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232752 members 
Mstep: Class 20 contains 39237 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190283 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237043 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23771 members 
Mstep: Class 27 contains 19691 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218586 members 
Mstep: Class 34 contains 42653 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156432.000000 Penalty: 124097.632812
Iteration 192Q: 36 clusters Score -1.571564e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 163427 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 47388 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64820 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15184 members 
Mstep: Class 16 contains 69405 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232753 members 
Mstep: Class 20 contains 39237 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 190288 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237044 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23771 members 
Mstep: Class 27 contains 19686 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218585 members 
Mstep: Class 34 contains 42655 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156432.000000 Penalty: 124097.632812
Iteration 193Q: 36 clusters Score -1.571564e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 163427 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 47390 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64820 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15184 members 
Mstep: Class 16 contains 69409 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232755 members 
Mstep: Class 20 contains 39239 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190289 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237041 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23771 members 
Mstep: Class 27 contains 19682 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218583 members 
Mstep: Class 34 contains 42655 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156400.000000 Penalty: 124097.632812
Iteration 194Q: 36 clusters Score -1.571564e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 163427 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 47390 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64819 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15184 members 
Mstep: Class 16 contains 69412 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232756 members 
Mstep: Class 20 contains 39237 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190293 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237040 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23772 members 
Mstep: Class 27 contains 19682 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218576 members 
Mstep: Class 34 contains 42657 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156400.000000 Penalty: 124097.632812
Iteration 195Q: 36 clusters Score -1.571564e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 163428 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 47392 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64820 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15184 members 
Mstep: Class 16 contains 69414 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232754 members 
Mstep: Class 20 contains 39237 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190294 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237036 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23772 members 
Mstep: Class 27 contains 19680 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218576 members 
Mstep: Class 34 contains 42658 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156464.000000 Penalty: 124097.632812
Iteration 196Q: 36 clusters Score -1.571565e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 163428 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 47394 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64819 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15184 members 
Mstep: Class 16 contains 69414 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232755 members 
Mstep: Class 20 contains 39237 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190296 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237032 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23772 members 
Mstep: Class 27 contains 19679 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218575 members 
Mstep: Class 34 contains 42660 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156448.000000 Penalty: 124097.632812
Iteration 197Q: 36 clusters Score -1.571564e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 163430 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 47395 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64819 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15184 members 
Mstep: Class 16 contains 69414 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232756 members 
Mstep: Class 20 contains 39236 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190300 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237027 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23772 members 
Mstep: Class 27 contains 19678 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218573 members 
Mstep: Class 34 contains 42661 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156448.000000 Penalty: 124097.632812
Iteration 198Q: 36 clusters Score -1.571564e+08 nChanged 16
Entering ConstructFrom: 
Score: -157156448.000000 Penalty: 124097.632812
Entering ConstructFrom: 
Trying to split cluster 1 (4971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Entering Unmasked Estep 
Score: -475465.437500 Penalty: 2110.821289
	Iteration 0F: 2 clusters Score -475465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -470995.656250 Penalty: 4221.642578
	Iteration 0F: 3 clusters Score -470995.7 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -472062.406250 Penalty: 4221.642578
	Iteration 1F: 3 clusters Score -472062.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -472351.562500 Penalty: 4221.642578
	Iteration 2F: 3 clusters Score -472351.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -472626.968750 Penalty: 4221.642578
	Iteration 3F: 3 clusters Score -472627 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -472847.937500 Penalty: 4221.642578
	Iteration 4F: 3 clusters Score -472847.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -472992.156250 Penalty: 4221.642578
	Iteration 5Q: 3 clusters Score -472992.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -473068.718750 Penalty: 4221.642578
	Iteration 6Q: 3 clusters Score -473068.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -473131.750000 Penalty: 4221.642578
	Iteration 7Q: 3 clusters Score -473131.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -473183.156250 Penalty: 4221.642578
	Iteration 8Q: 3 clusters Score -473183.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -473236.250000 Penalty: 4221.642578
	Iteration 9Q: 3 clusters Score -473236.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -473285.843750 Penalty: 4221.642578
	Iteration 10Q: 3 clusters Score -473285.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -473327.343750 Penalty: 4221.642578
	Iteration 11Q: 3 clusters Score -473327.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -473371.500000 Penalty: 4221.642578
	Iteration 12Q: 3 clusters Score -473371.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -473413.375000 Penalty: 4221.642578
	Iteration 13Q: 3 clusters Score -473413.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -473448.937500 Penalty: 4221.642578
	Iteration 14Q: 3 clusters Score -473448.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -473486.968750 Penalty: 4221.642578
	Iteration 15Q: 3 clusters Score -473487 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -473537.562500 Penalty: 4221.642578
	Iteration 16Q: 3 clusters Score -473537.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -473591.875000 Penalty: 4221.642578
	Iteration 17Q: 3 clusters Score -473591.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -473645.218750 Penalty: 4221.642578
	Iteration 18Q: 3 clusters Score -473645.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -473721.187500 Penalty: 4221.642578
	Iteration 19Q: 3 clusters Score -473721.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -473809.531250 Penalty: 4221.642578
	Iteration 20F: 3 clusters Score -473809.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -473929.843750 Penalty: 4221.642578
	Iteration 21Q: 3 clusters Score -473929.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -474039.187500 Penalty: 4221.642578
	Iteration 22Q: 3 clusters Score -474039.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -474146.437500 Penalty: 4221.642578
	Iteration 23Q: 3 clusters Score -474146.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -474242.000000 Penalty: 4221.642578
	Iteration 24Q: 3 clusters Score -474242 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -474308.937500 Penalty: 4221.642578
	Iteration 25Q: 3 clusters Score -474308.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -474368.687500 Penalty: 4221.642578
	Iteration 26Q: 3 clusters Score -474368.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -474404.937500 Penalty: 4221.642578
	Iteration 27Q: 3 clusters Score -474404.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -474442.000000 Penalty: 4221.642578
	Iteration 28Q: 3 clusters Score -474442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -474467.468750 Penalty: 4221.642578
	Iteration 29Q: 3 clusters Score -474467.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -474491.875000 Penalty: 4221.642578
	Iteration 30Q: 3 clusters Score -474491.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -474510.187500 Penalty: 4221.642578
	Iteration 31Q: 3 clusters Score -474510.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -474537.343750 Penalty: 4221.642578
	Iteration 32Q: 3 clusters Score -474537.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -474561.406250 Penalty: 4221.642578
	Iteration 33Q: 3 clusters Score -474561.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -474586.562500 Penalty: 4221.642578
	Iteration 34Q: 3 clusters Score -474586.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -474605.531250 Penalty: 4221.642578
	Iteration 35Q: 3 clusters Score -474605.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -474629.250000 Penalty: 4221.642578
	Iteration 36Q: 3 clusters Score -474629.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -474650.562500 Penalty: 4221.642578
	Iteration 37Q: 3 clusters Score -474650.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -474666.906250 Penalty: 4221.642578
	Iteration 38Q: 3 clusters Score -474666.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -474680.593750 Penalty: 4221.642578
	Iteration 39Q: 3 clusters Score -474680.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -474696.031250 Penalty: 4221.642578
	Iteration 40F: 3 clusters Score -474696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -474710.062500 Penalty: 4221.642578
	Iteration 41Q: 3 clusters Score -474710.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -474722.781250 Penalty: 4221.642578
	Iteration 42Q: 3 clusters Score -474722.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -474729.906250 Penalty: 4221.642578
	Iteration 43Q: 3 clusters Score -474729.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -474734.906250 Penalty: 4221.642578
	Iteration 44Q: 3 clusters Score -474734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -474737.062500 Penalty: 4221.642578
	Iteration 45Q: 3 clusters Score -474737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -474738.406250 Penalty: 4221.642578
	Iteration 46Q: 3 clusters Score -474738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -474738.406250 Penalty: 4221.642578
	Iteration 47F: 3 clusters Score -474738.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -260091.781250 Penalty: 1950.185547
	Iteration 0F: 2 clusters Score -260091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -257096.453125 Penalty: 3900.371094
	Iteration 0F: 3 clusters Score -257096.5 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -257662.765625 Penalty: 3900.371094
	Iteration 1F: 3 clusters Score -257662.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -257847.828125 Penalty: 3900.371094
	Iteration 2F: 3 clusters Score -257847.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -257973.500000 Penalty: 3900.371094
	Iteration 3F: 3 clusters Score -257973.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -258089.578125 Penalty: 3900.371094
	Iteration 4Q: 3 clusters Score -258089.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -258180.218750 Penalty: 3900.371094
	Iteration 5Q: 3 clusters Score -258180.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -258263.125000 Penalty: 3900.371094
	Iteration 6Q: 3 clusters Score -258263.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -258349.546875 Penalty: 3900.371094
	Iteration 7Q: 3 clusters Score -258349.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -258415.859375 Penalty: 3900.371094
	Iteration 8Q: 3 clusters Score -258415.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -258477.062500 Penalty: 3900.371094
	Iteration 9Q: 3 clusters Score -258477.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -258529.765625 Penalty: 3900.371094
	Iteration 10Q: 3 clusters Score -258529.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -258569.250000 Penalty: 3900.371094
	Iteration 11Q: 3 clusters Score -258569.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -258606.843750 Penalty: 3900.371094
	Iteration 12Q: 3 clusters Score -258606.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -258648.187500 Penalty: 3900.371094
	Iteration 13Q: 3 clusters Score -258648.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -258699.953125 Penalty: 3900.371094
	Iteration 14Q: 3 clusters Score -258700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -258751.703125 Penalty: 3900.371094
	Iteration 15Q: 3 clusters Score -258751.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -258813.421875 Penalty: 3900.371094
	Iteration 16Q: 3 clusters Score -258813.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -258873.578125 Penalty: 3900.371094
	Iteration 17Q: 3 clusters Score -258873.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -258926.703125 Penalty: 3900.371094
	Iteration 18Q: 3 clusters Score -258926.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -258960.359375 Penalty: 3900.371094
	Iteration 19Q: 3 clusters Score -258960.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -258991.765625 Penalty: 3900.371094
	Iteration 20F: 3 clusters Score -258991.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -259021.921875 Penalty: 3900.371094
	Iteration 21Q: 3 clusters Score -259021.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -259044.953125 Penalty: 3900.371094
	Iteration 22Q: 3 clusters Score -259045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -259062.187500 Penalty: 3900.371094
	Iteration 23Q: 3 clusters Score -259062.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -259072.796875 Penalty: 3900.371094
	Iteration 24Q: 3 clusters Score -259072.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -259077.515625 Penalty: 3900.371094
	Iteration 25Q: 3 clusters Score -259077.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -259080.250000 Penalty: 3900.371094
	Iteration 26Q: 3 clusters Score -259080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -259082.515625 Penalty: 3900.371094
	Iteration 27Q: 3 clusters Score -259082.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -259085.562500 Penalty: 3900.371094
	Iteration 28Q: 3 clusters Score -259085.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -259089.296875 Penalty: 3900.371094
	Iteration 29Q: 3 clusters Score -259089.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -259089.984375 Penalty: 3900.371094
	Iteration 30Q: 3 clusters Score -259090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -259090.734375 Penalty: 3900.371094
	Iteration 31Q: 3 clusters Score -259090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -259091.390625 Penalty: 3900.371094
	Iteration 32Q: 3 clusters Score -259091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -259092.156250 Penalty: 3900.371094
	Iteration 33Q: 3 clusters Score -259092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -259093.625000 Penalty: 3900.371094
	Iteration 34Q: 3 clusters Score -259093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -259095.687500 Penalty: 3900.371094
	Iteration 35Q: 3 clusters Score -259095.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -259097.375000 Penalty: 3900.371094
	Iteration 36Q: 3 clusters Score -259097.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -259099.500000 Penalty: 3900.371094
	Iteration 37Q: 3 clusters Score -259099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -259102.281250 Penalty: 3900.371094
	Iteration 38Q: 3 clusters Score -259102.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -259102.515625 Penalty: 3900.371094
	Iteration 39Q: 3 clusters Score -259102.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -259102.515625 Penalty: 3900.371094
	Iteration 40F: 3 clusters Score -259102.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Entering Unmasked Estep 
Score: -1501214.750000 Penalty: 2378.203369
	Iteration 0F: 2 clusters Score -1501215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1490557.500000 Penalty: 4756.406738
	Iteration 0F: 3 clusters Score -1490558 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1493950.125000 Penalty: 4756.406738
	Iteration 1F: 3 clusters Score -1493950 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1494360.250000 Penalty: 4756.406738
	Iteration 2F: 3 clusters Score -1494360 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1494727.125000 Penalty: 4756.406738
	Iteration 3F: 3 clusters Score -1494727 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1495028.625000 Penalty: 4756.406738
	Iteration 4Q: 3 clusters Score -1495029 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1495259.375000 Penalty: 4756.406738
	Iteration 5Q: 3 clusters Score -1495259 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1495445.750000 Penalty: 4756.406738
	Iteration 6Q: 3 clusters Score -1495446 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1495617.875000 Penalty: 4756.406738
	Iteration 7Q: 3 clusters Score -1495618 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1495799.875000 Penalty: 4756.406738
	Iteration 8Q: 3 clusters Score -1495800 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1495970.875000 Penalty: 4756.406738
	Iteration 9Q: 3 clusters Score -1495971 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1496155.375000 Penalty: 4756.406738
	Iteration 10Q: 3 clusters Score -1496155 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1496338.000000 Penalty: 4756.406738
	Iteration 11Q: 3 clusters Score -1496338 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1496592.000000 Penalty: 4756.406738
	Iteration 12Q: 3 clusters Score -1496592 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1496854.875000 Penalty: 4756.406738
	Iteration 13Q: 3 clusters Score -1496855 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1497095.875000 Penalty: 4756.406738
	Iteration 14Q: 3 clusters Score -1497096 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1497294.375000 Penalty: 4756.406738
	Iteration 15Q: 3 clusters Score -1497294 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1497420.250000 Penalty: 4756.406738
	Iteration 16Q: 3 clusters Score -1497420 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1497509.125000 Penalty: 4756.406738
	Iteration 17Q: 3 clusters Score -1497509 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1497576.125000 Penalty: 4756.406738
	Iteration 18Q: 3 clusters Score -1497576 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1497618.875000 Penalty: 4756.406738
	Iteration 19Q: 3 clusters Score -1497619 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1497672.125000 Penalty: 4756.406738
	Iteration 20F: 3 clusters Score -1497672 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1497734.000000 Penalty: 4756.406738
	Iteration 21Q: 3 clusters Score -1497734 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1497806.375000 Penalty: 4756.406738
	Iteration 22Q: 3 clusters Score -1497806 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1497865.375000 Penalty: 4756.406738
	Iteration 23Q: 3 clusters Score -1497865 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1497926.000000 Penalty: 4756.406738
	Iteration 24Q: 3 clusters Score -1497926 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1497991.375000 Penalty: 4756.406738
	Iteration 25Q: 3 clusters Score -1497991 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1498047.750000 Penalty: 4756.406738
	Iteration 26Q: 3 clusters Score -1498048 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1498094.500000 Penalty: 4756.406738
	Iteration 27Q: 3 clusters Score -1498094 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1498138.875000 Penalty: 4756.406738
	Iteration 28Q: 3 clusters Score -1498139 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1498178.750000 Penalty: 4756.406738
	Iteration 29Q: 3 clusters Score -1498179 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1498217.875000 Penalty: 4756.406738
	Iteration 30Q: 3 clusters Score -1498218 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1498244.875000 Penalty: 4756.406738
	Iteration 31Q: 3 clusters Score -1498245 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1498267.625000 Penalty: 4756.406738
	Iteration 32Q: 3 clusters Score -1498268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1498290.250000 Penalty: 4756.406738
	Iteration 33Q: 3 clusters Score -1498290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1498313.250000 Penalty: 4756.406738
	Iteration 34Q: 3 clusters Score -1498313 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1498332.625000 Penalty: 4756.406738
	Iteration 35Q: 3 clusters Score -1498333 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1498352.250000 Penalty: 4756.406738
	Iteration 36Q: 3 clusters Score -1498352 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1498365.125000 Penalty: 4756.406738
	Iteration 37Q: 3 clusters Score -1498365 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1498381.750000 Penalty: 4756.406738
	Iteration 38Q: 3 clusters Score -1498382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1498400.500000 Penalty: 4756.406738
	Iteration 39Q: 3 clusters Score -1498400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1498419.250000 Penalty: 4756.406738
	Iteration 40F: 3 clusters Score -1498419 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1498437.875000 Penalty: 4756.406738
	Iteration 41Q: 3 clusters Score -1498438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1498458.000000 Penalty: 4756.406738
	Iteration 42Q: 3 clusters Score -1498458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1498472.250000 Penalty: 4756.406738
	Iteration 43Q: 3 clusters Score -1498472 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1498485.500000 Penalty: 4756.406738
	Iteration 44Q: 3 clusters Score -1498486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1498502.375000 Penalty: 4756.406738
	Iteration 45Q: 3 clusters Score -1498502 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1498521.125000 Penalty: 4756.406738
	Iteration 46Q: 3 clusters Score -1498521 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1498532.250000 Penalty: 4756.406738
	Iteration 47Q: 3 clusters Score -1498532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1498544.875000 Penalty: 4756.406738
	Iteration 48Q: 3 clusters Score -1498545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1498555.375000 Penalty: 4756.406738
	Iteration 49Q: 3 clusters Score -1498555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1498568.000000 Penalty: 4756.406738
	Iteration 50Q: 3 clusters Score -1498568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1498580.875000 Penalty: 4756.406738
	Iteration 51Q: 3 clusters Score -1498581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1498592.125000 Penalty: 4756.406738
	Iteration 52Q: 3 clusters Score -1498592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1498596.625000 Penalty: 4756.406738
	Iteration 53Q: 3 clusters Score -1498597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1498605.875000 Penalty: 4756.406738
	Iteration 54Q: 3 clusters Score -1498606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1498614.875000 Penalty: 4756.406738
	Iteration 55Q: 3 clusters Score -1498615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1498616.750000 Penalty: 4756.406738
	Iteration 56Q: 3 clusters Score -1498617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1498626.625000 Penalty: 4756.406738
	Iteration 57Q: 3 clusters Score -1498627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1498631.500000 Penalty: 4756.406738
	Iteration 58Q: 3 clusters Score -1498632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1498642.875000 Penalty: 4756.406738
	Iteration 59Q: 3 clusters Score -1498643 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1498648.000000 Penalty: 4756.406738
	Iteration 60F: 3 clusters Score -1498648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1498656.000000 Penalty: 4756.406738
	Iteration 61Q: 3 clusters Score -1498656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1498661.625000 Penalty: 4756.406738
	Iteration 62Q: 3 clusters Score -1498662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1498659.250000 Penalty: 4756.406738
	Iteration 63Q: 3 clusters Score -1498659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1498663.500000 Penalty: 4756.406738
	Iteration 64Q: 3 clusters Score -1498664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1498667.000000 Penalty: 4756.406738
	Iteration 65Q: 3 clusters Score -1498667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1498671.875000 Penalty: 4756.406738
	Iteration 66Q: 3 clusters Score -1498672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1498678.750000 Penalty: 4756.406738
	Iteration 67Q: 3 clusters Score -1498679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1498684.750000 Penalty: 4756.406738
	Iteration 68Q: 3 clusters Score -1498685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1498686.125000 Penalty: 4756.406738
	Iteration 69Q: 3 clusters Score -1498686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1498694.125000 Penalty: 4756.406738
	Iteration 70Q: 3 clusters Score -1498694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1498698.375000 Penalty: 4756.406738
	Iteration 71Q: 3 clusters Score -1498698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1498708.375000 Penalty: 4756.406738
	Iteration 72Q: 3 clusters Score -1498708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1498709.500000 Penalty: 4756.406738
	Iteration 73Q: 3 clusters Score -1498710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1498720.500000 Penalty: 4756.406738
	Iteration 74Q: 3 clusters Score -1498720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1498727.625000 Penalty: 4756.406738
	Iteration 75Q: 3 clusters Score -1498728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1498728.375000 Penalty: 4756.406738
	Iteration 76Q: 3 clusters Score -1498728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1498728.125000 Penalty: 4756.406738
	Iteration 77Q: 3 clusters Score -1498728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1498733.500000 Penalty: 4756.406738
	Iteration 78Q: 3 clusters Score -1498734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1498737.000000 Penalty: 4756.406738
	Iteration 79Q: 3 clusters Score -1498737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1498738.625000 Penalty: 4756.406738
	Iteration 80F: 3 clusters Score -1498739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1498742.375000 Penalty: 4756.406738
	Iteration 81Q: 3 clusters Score -1498742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1498740.250000 Penalty: 4756.406738
	Iteration 82Q: 3 clusters Score -1498740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1498745.875000 Penalty: 4756.406738
	Iteration 83Q: 3 clusters Score -1498746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1498742.875000 Penalty: 4756.406738
	Iteration 84Q: 3 clusters Score -1498743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1498743.125000 Penalty: 4756.406738
	Iteration 85Q: 3 clusters Score -1498743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1498740.125000 Penalty: 4756.406738
	Iteration 86Q: 3 clusters Score -1498740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1498746.375000 Penalty: 4756.406738
	Iteration 87Q: 3 clusters Score -1498746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1498746.500000 Penalty: 4756.406738
	Iteration 88Q: 3 clusters Score -1498746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1498752.625000 Penalty: 4756.406738
	Iteration 89Q: 3 clusters Score -1498753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1498752.625000 Penalty: 4756.406738
	Iteration 90Q: 3 clusters Score -1498753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1498752.250000 Penalty: 4756.406738
	Iteration 91Q: 3 clusters Score -1498752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1498758.000000 Penalty: 4756.406738
	Iteration 92Q: 3 clusters Score -1498758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1498755.500000 Penalty: 4756.406738
	Iteration 93Q: 3 clusters Score -1498756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1498758.750000 Penalty: 4756.406738
	Iteration 94Q: 3 clusters Score -1498759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1498759.500000 Penalty: 4756.406738
	Iteration 95Q: 3 clusters Score -1498760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1498765.875000 Penalty: 4756.406738
	Iteration 96Q: 3 clusters Score -1498766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1498767.375000 Penalty: 4756.406738
	Iteration 97Q: 3 clusters Score -1498767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1498773.125000 Penalty: 4756.406738
	Iteration 98Q: 3 clusters Score -1498773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1498769.250000 Penalty: 4756.406738
	Iteration 99Q: 3 clusters Score -1498769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1498774.875000 Penalty: 4756.406738
	Iteration 100F: 3 clusters Score -1498775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1498780.875000 Penalty: 4756.406738
	Iteration 101Q: 3 clusters Score -1498781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1498784.750000 Penalty: 4756.406738
	Iteration 102Q: 3 clusters Score -1498785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1498787.000000 Penalty: 4756.406738
	Iteration 103Q: 3 clusters Score -1498787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1498793.500000 Penalty: 4756.406738
	Iteration 104Q: 3 clusters Score -1498794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1498797.250000 Penalty: 4756.406738
	Iteration 105Q: 3 clusters Score -1498797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1498803.375000 Penalty: 4756.406738
	Iteration 106Q: 3 clusters Score -1498803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1498809.750000 Penalty: 4756.406738
	Iteration 107Q: 3 clusters Score -1498810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1498808.500000 Penalty: 4756.406738
	Iteration 108Q: 3 clusters Score -1498808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1498815.625000 Penalty: 4756.406738
	Iteration 109Q: 3 clusters Score -1498816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1498819.750000 Penalty: 4756.406738
	Iteration 110Q: 3 clusters Score -1498820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1498822.750000 Penalty: 4756.406738
	Iteration 111Q: 3 clusters Score -1498823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1498831.000000 Penalty: 4756.406738
	Iteration 112Q: 3 clusters Score -1498831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1498835.250000 Penalty: 4756.406738
	Iteration 113Q: 3 clusters Score -1498835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1498838.250000 Penalty: 4756.406738
	Iteration 114Q: 3 clusters Score -1498838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1498840.625000 Penalty: 4756.406738
	Iteration 115Q: 3 clusters Score -1498841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1498845.125000 Penalty: 4756.406738
	Iteration 116Q: 3 clusters Score -1498845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1498849.000000 Penalty: 4756.406738
	Iteration 117Q: 3 clusters Score -1498849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1498850.500000 Penalty: 4756.406738
	Iteration 118Q: 3 clusters Score -1498850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1498850.750000 Penalty: 4756.406738
	Iteration 119Q: 3 clusters Score -1498851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1498862.125000 Penalty: 4756.406738
	Iteration 120F: 3 clusters Score -1498862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1498861.500000 Penalty: 4756.406738
	Iteration 121Q: 3 clusters Score -1498862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1498871.625000 Penalty: 4756.406738
	Iteration 122Q: 3 clusters Score -1498872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1498873.125000 Penalty: 4756.406738
	Iteration 123Q: 3 clusters Score -1498873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1498877.000000 Penalty: 4756.406738
	Iteration 124Q: 3 clusters Score -1498877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1498880.625000 Penalty: 4756.406738
	Iteration 125Q: 3 clusters Score -1498881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1498886.500000 Penalty: 4756.406738
	Iteration 126Q: 3 clusters Score -1498886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1498885.125000 Penalty: 4756.406738
	Iteration 127Q: 3 clusters Score -1498885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1498890.625000 Penalty: 4756.406738
	Iteration 128Q: 3 clusters Score -1498891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1498895.625000 Penalty: 4756.406738
	Iteration 129Q: 3 clusters Score -1498896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1498904.500000 Penalty: 4756.406738
	Iteration 130Q: 3 clusters Score -1498904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1498911.250000 Penalty: 4756.406738
	Iteration 131Q: 3 clusters Score -1498911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1498921.000000 Penalty: 4756.406738
	Iteration 132Q: 3 clusters Score -1498921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1498927.000000 Penalty: 4756.406738
	Iteration 133Q: 3 clusters Score -1498927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1498932.250000 Penalty: 4756.406738
	Iteration 134Q: 3 clusters Score -1498932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1498937.875000 Penalty: 4756.406738
	Iteration 135Q: 3 clusters Score -1498938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1498946.375000 Penalty: 4756.406738
	Iteration 136Q: 3 clusters Score -1498946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1498949.500000 Penalty: 4756.406738
	Iteration 137Q: 3 clusters Score -1498950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1498956.125000 Penalty: 4756.406738
	Iteration 138Q: 3 clusters Score -1498956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1498961.500000 Penalty: 4756.406738
	Iteration 139Q: 3 clusters Score -1498962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1498966.750000 Penalty: 4756.406738
	Iteration 140F: 3 clusters Score -1498967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1498972.750000 Penalty: 4756.406738
	Iteration 141Q: 3 clusters Score -1498973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1498977.500000 Penalty: 4756.406738
	Iteration 142Q: 3 clusters Score -1498978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1498980.125000 Penalty: 4756.406738
	Iteration 143Q: 3 clusters Score -1498980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1498984.125000 Penalty: 4756.406738
	Iteration 144Q: 3 clusters Score -1498984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1498989.000000 Penalty: 4756.406738
	Iteration 145Q: 3 clusters Score -1498989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1498993.125000 Penalty: 4756.406738
	Iteration 146Q: 3 clusters Score -1498993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1498993.500000 Penalty: 4756.406738
	Iteration 147Q: 3 clusters Score -1498994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1498994.000000 Penalty: 4756.406738
	Iteration 148Q: 3 clusters Score -1498994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1498992.250000 Penalty: 4756.406738
	Iteration 149Q: 3 clusters Score -1498992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1498995.500000 Penalty: 4756.406738
	Iteration 150Q: 3 clusters Score -1498996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1498994.750000 Penalty: 4756.406738
	Iteration 151Q: 3 clusters Score -1498995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1498998.750000 Penalty: 4756.406738
	Iteration 152Q: 3 clusters Score -1498999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1498999.875000 Penalty: 4756.406738
	Iteration 153Q: 3 clusters Score -1499000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1499001.750000 Penalty: 4756.406738
	Iteration 154Q: 3 clusters Score -1499002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1499003.875000 Penalty: 4756.406738
	Iteration 155Q: 3 clusters Score -1499004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1499004.625000 Penalty: 4756.406738
	Iteration 156Q: 3 clusters Score -1499005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1499004.500000 Penalty: 4756.406738
	Iteration 157Q: 3 clusters Score -1499004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1499007.750000 Penalty: 4756.406738
	Iteration 158Q: 3 clusters Score -1499008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1499007.750000 Penalty: 4756.406738
	Iteration 159Q: 3 clusters Score -1499008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1499006.250000 Penalty: 4756.406738
	Iteration 160F: 3 clusters Score -1499006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1499006.000000 Penalty: 4756.406738
	Iteration 161Q: 3 clusters Score -1499006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1499005.250000 Penalty: 4756.406738
	Iteration 162Q: 3 clusters Score -1499005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1499004.750000 Penalty: 4756.406738
	Iteration 163Q: 3 clusters Score -1499005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1499005.375000 Penalty: 4756.406738
	Iteration 164Q: 3 clusters Score -1499005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1499004.375000 Penalty: 4756.406738
	Iteration 165Q: 3 clusters Score -1499004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1499003.625000 Penalty: 4756.406738
	Iteration 166Q: 3 clusters Score -1499004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1499003.625000 Penalty: 4756.406738
	Iteration 167F: 3 clusters Score -1499004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -240651.484375 Penalty: 1947.308472
	Iteration 0F: 2 clusters Score -240651.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -237703.968750 Penalty: 3894.616943
	Iteration 0F: 3 clusters Score -237704 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -238381.593750 Penalty: 3894.616943
	Iteration 1F: 3 clusters Score -238381.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -238622.406250 Penalty: 3894.616943
	Iteration 2F: 3 clusters Score -238622.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -238826.718750 Penalty: 3894.616943
	Iteration 3F: 3 clusters Score -238826.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -238987.546875 Penalty: 3894.616943
	Iteration 4F: 3 clusters Score -238987.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -239095.765625 Penalty: 3894.616943
	Iteration 5Q: 3 clusters Score -239095.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -239165.921875 Penalty: 3894.616943
	Iteration 6Q: 3 clusters Score -239165.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -239221.390625 Penalty: 3894.616943
	Iteration 7Q: 3 clusters Score -239221.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -239263.968750 Penalty: 3894.616943
	Iteration 8Q: 3 clusters Score -239264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -239291.937500 Penalty: 3894.616943
	Iteration 9Q: 3 clusters Score -239291.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -239308.750000 Penalty: 3894.616943
	Iteration 10Q: 3 clusters Score -239308.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -239325.734375 Penalty: 3894.616943
	Iteration 11Q: 3 clusters Score -239325.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -239342.750000 Penalty: 3894.616943
	Iteration 12Q: 3 clusters Score -239342.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -239356.953125 Penalty: 3894.616943
	Iteration 13Q: 3 clusters Score -239357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -239367.546875 Penalty: 3894.616943
	Iteration 14Q: 3 clusters Score -239367.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -239372.968750 Penalty: 3894.616943
	Iteration 15Q: 3 clusters Score -239373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -239377.062500 Penalty: 3894.616943
	Iteration 16Q: 3 clusters Score -239377.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -239383.125000 Penalty: 3894.616943
	Iteration 17Q: 3 clusters Score -239383.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -239385.765625 Penalty: 3894.616943
	Iteration 18Q: 3 clusters Score -239385.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -239388.312500 Penalty: 3894.616943
	Iteration 19Q: 3 clusters Score -239388.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -239391.015625 Penalty: 3894.616943
	Iteration 20F: 3 clusters Score -239391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -239393.000000 Penalty: 3894.616943
	Iteration 21Q: 3 clusters Score -239393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -239393.000000 Penalty: 3894.616943
	Iteration 22F: 3 clusters Score -239393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Entering Unmasked Estep 
Score: -977566.250000 Penalty: 2280.239990
	Iteration 0F: 2 clusters Score -977566.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -969998.562500 Penalty: 4560.479980
	Iteration 0F: 3 clusters Score -969998.6 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -972151.812500 Penalty: 4560.479980
	Iteration 1F: 3 clusters Score -972151.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -972511.375000 Penalty: 4560.479980
	Iteration 2F: 3 clusters Score -972511.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -972848.250000 Penalty: 4560.479980
	Iteration 3F: 3 clusters Score -972848.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -973190.812500 Penalty: 4560.479980
	Iteration 4F: 3 clusters Score -973190.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -973592.187500 Penalty: 4560.479980
	Iteration 5F: 3 clusters Score -973592.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -974100.125000 Penalty: 4560.479980
	Iteration 6F: 3 clusters Score -974100.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -974639.187500 Penalty: 4560.479980
	Iteration 7F: 3 clusters Score -974639.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -975095.500000 Penalty: 4560.479980
	Iteration 8F: 3 clusters Score -975095.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -975458.125000 Penalty: 4560.479980
	Iteration 9Q: 3 clusters Score -975458.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -975695.375000 Penalty: 4560.479980
	Iteration 10Q: 3 clusters Score -975695.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -975832.937500 Penalty: 4560.479980
	Iteration 11Q: 3 clusters Score -975832.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -975915.562500 Penalty: 4560.479980
	Iteration 12Q: 3 clusters Score -975915.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -975976.375000 Penalty: 4560.479980
	Iteration 13Q: 3 clusters Score -975976.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -976019.437500 Penalty: 4560.479980
	Iteration 14Q: 3 clusters Score -976019.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -976058.562500 Penalty: 4560.479980
	Iteration 15Q: 3 clusters Score -976058.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -976098.500000 Penalty: 4560.479980
	Iteration 16Q: 3 clusters Score -976098.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -976138.250000 Penalty: 4560.479980
	Iteration 17Q: 3 clusters Score -976138.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -976183.687500 Penalty: 4560.479980
	Iteration 18Q: 3 clusters Score -976183.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -976232.687500 Penalty: 4560.479980
	Iteration 19Q: 3 clusters Score -976232.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -976298.062500 Penalty: 4560.479980
	Iteration 20F: 3 clusters Score -976298.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -976386.875000 Penalty: 4560.479980
	Iteration 21Q: 3 clusters Score -976386.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -976453.312500 Penalty: 4560.479980
	Iteration 22Q: 3 clusters Score -976453.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -976494.812500 Penalty: 4560.479980
	Iteration 23Q: 3 clusters Score -976494.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -976520.687500 Penalty: 4560.479980
	Iteration 24Q: 3 clusters Score -976520.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -976530.937500 Penalty: 4560.479980
	Iteration 25Q: 3 clusters Score -976530.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -976537.625000 Penalty: 4560.479980
	Iteration 26Q: 3 clusters Score -976537.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -976544.937500 Penalty: 4560.479980
	Iteration 27Q: 3 clusters Score -976544.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -976546.125000 Penalty: 4560.479980
	Iteration 28Q: 3 clusters Score -976546.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -976546.562500 Penalty: 4560.479980
	Iteration 29Q: 3 clusters Score -976546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -976548.312500 Penalty: 4560.479980
	Iteration 30Q: 3 clusters Score -976548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -976550.937500 Penalty: 4560.479980
	Iteration 31Q: 3 clusters Score -976550.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -976553.750000 Penalty: 4560.479980
	Iteration 32Q: 3 clusters Score -976553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -976553.562500 Penalty: 4560.479980
	Iteration 33Q: 3 clusters Score -976553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -976552.687500 Penalty: 4560.479980
	Iteration 34Q: 3 clusters Score -976552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -976552.250000 Penalty: 4560.479980
	Iteration 35Q: 3 clusters Score -976552.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -976550.812500 Penalty: 4560.479980
	Iteration 36Q: 3 clusters Score -976550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -976550.812500 Penalty: 4560.479980
	Iteration 37F: 3 clusters Score -976550.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Entering Unmasked Estep 
Score: -1014359.562500 Penalty: 2297.418945
	Iteration 0F: 2 clusters Score -1014360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1006331.500000 Penalty: 4594.837891
	Iteration 0F: 3 clusters Score -1006332 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1008649.812500 Penalty: 4594.837891
	Iteration 1F: 3 clusters Score -1008650 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1009116.375000 Penalty: 4594.837891
	Iteration 2F: 3 clusters Score -1009116 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1009636.437500 Penalty: 4594.837891
	Iteration 3F: 3 clusters Score -1009636 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1010175.750000 Penalty: 4594.837891
	Iteration 4F: 3 clusters Score -1010176 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1010684.187500 Penalty: 4594.837891
	Iteration 5F: 3 clusters Score -1010684 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1011142.687500 Penalty: 4594.837891
	Iteration 6F: 3 clusters Score -1011143 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1011546.062500 Penalty: 4594.837891
	Iteration 7F: 3 clusters Score -1011546 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1011833.000000 Penalty: 4594.837891
	Iteration 8Q: 3 clusters Score -1011833 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1012022.312500 Penalty: 4594.837891
	Iteration 9Q: 3 clusters Score -1012022 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1012129.250000 Penalty: 4594.837891
	Iteration 10Q: 3 clusters Score -1012129 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1012193.375000 Penalty: 4594.837891
	Iteration 11Q: 3 clusters Score -1012193 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1012244.875000 Penalty: 4594.837891
	Iteration 12Q: 3 clusters Score -1012245 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1012278.500000 Penalty: 4594.837891
	Iteration 13Q: 3 clusters Score -1012278 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1012301.562500 Penalty: 4594.837891
	Iteration 14Q: 3 clusters Score -1012302 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1012321.062500 Penalty: 4594.837891
	Iteration 15Q: 3 clusters Score -1012321 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1012336.812500 Penalty: 4594.837891
	Iteration 16Q: 3 clusters Score -1012337 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1012353.437500 Penalty: 4594.837891
	Iteration 17Q: 3 clusters Score -1012353 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1012365.375000 Penalty: 4594.837891
	Iteration 18Q: 3 clusters Score -1012365 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1012383.187500 Penalty: 4594.837891
	Iteration 19Q: 3 clusters Score -1012383 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1012395.750000 Penalty: 4594.837891
	Iteration 20F: 3 clusters Score -1012396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1012402.250000 Penalty: 4594.837891
	Iteration 21Q: 3 clusters Score -1012402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1012411.562500 Penalty: 4594.837891
	Iteration 22Q: 3 clusters Score -1012412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1012421.187500 Penalty: 4594.837891
	Iteration 23Q: 3 clusters Score -1012421 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1012430.562500 Penalty: 4594.837891
	Iteration 24Q: 3 clusters Score -1012431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1012436.187500 Penalty: 4594.837891
	Iteration 25Q: 3 clusters Score -1012436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1012443.687500 Penalty: 4594.837891
	Iteration 26Q: 3 clusters Score -1012444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1012447.375000 Penalty: 4594.837891
	Iteration 27Q: 3 clusters Score -1012447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1012453.437500 Penalty: 4594.837891
	Iteration 28Q: 3 clusters Score -1012453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1012454.625000 Penalty: 4594.837891
	Iteration 29Q: 3 clusters Score -1012455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1012458.062500 Penalty: 4594.837891
	Iteration 30Q: 3 clusters Score -1012458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1012459.625000 Penalty: 4594.837891
	Iteration 31Q: 3 clusters Score -1012460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1012464.437500 Penalty: 4594.837891
	Iteration 32Q: 3 clusters Score -1012464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1012464.937500 Penalty: 4594.837891
	Iteration 33Q: 3 clusters Score -1012465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1012467.500000 Penalty: 4594.837891
	Iteration 34Q: 3 clusters Score -1012468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1012469.750000 Penalty: 4594.837891
	Iteration 35Q: 3 clusters Score -1012470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1012471.187500 Penalty: 4594.837891
	Iteration 36Q: 3 clusters Score -1012471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1012473.875000 Penalty: 4594.837891
	Iteration 37Q: 3 clusters Score -1012474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1012473.312500 Penalty: 4594.837891
	Iteration 38Q: 3 clusters Score -1012473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1012476.000000 Penalty: 4594.837891
	Iteration 39Q: 3 clusters Score -1012476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1012481.312500 Penalty: 4594.837891
	Iteration 40F: 3 clusters Score -1012481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1012484.937500 Penalty: 4594.837891
	Iteration 41Q: 3 clusters Score -1012485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1012489.062500 Penalty: 4594.837891
	Iteration 42Q: 3 clusters Score -1012489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1012492.625000 Penalty: 4594.837891
	Iteration 43Q: 3 clusters Score -1012493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1012499.250000 Penalty: 4594.837891
	Iteration 44Q: 3 clusters Score -1012499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1012501.500000 Penalty: 4594.837891
	Iteration 45Q: 3 clusters Score -1012502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1012508.375000 Penalty: 4594.837891
	Iteration 46Q: 3 clusters Score -1012508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1012509.250000 Penalty: 4594.837891
	Iteration 47Q: 3 clusters Score -1012509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1012512.625000 Penalty: 4594.837891
	Iteration 48Q: 3 clusters Score -1012513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1012516.937500 Penalty: 4594.837891
	Iteration 49Q: 3 clusters Score -1012517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1012521.500000 Penalty: 4594.837891
	Iteration 50Q: 3 clusters Score -1012522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1012523.375000 Penalty: 4594.837891
	Iteration 51Q: 3 clusters Score -1012523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1012525.187500 Penalty: 4594.837891
	Iteration 52Q: 3 clusters Score -1012525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1012533.000000 Penalty: 4594.837891
	Iteration 53Q: 3 clusters Score -1012533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1012533.812500 Penalty: 4594.837891
	Iteration 54Q: 3 clusters Score -1012534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1012536.125000 Penalty: 4594.837891
	Iteration 55Q: 3 clusters Score -1012536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1012539.500000 Penalty: 4594.837891
	Iteration 56Q: 3 clusters Score -1012540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1012542.562500 Penalty: 4594.837891
	Iteration 57Q: 3 clusters Score -1012543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1012545.250000 Penalty: 4594.837891
	Iteration 58Q: 3 clusters Score -1012545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1012550.312500 Penalty: 4594.837891
	Iteration 59Q: 3 clusters Score -1012550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1012550.500000 Penalty: 4594.837891
	Iteration 60F: 3 clusters Score -1012550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1012550.562500 Penalty: 4594.837891
	Iteration 61Q: 3 clusters Score -1012551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1012554.375000 Penalty: 4594.837891
	Iteration 62Q: 3 clusters Score -1012554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1012556.187500 Penalty: 4594.837891
	Iteration 63Q: 3 clusters Score -1012556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1012559.125000 Penalty: 4594.837891
	Iteration 64Q: 3 clusters Score -1012559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1012559.250000 Penalty: 4594.837891
	Iteration 65Q: 3 clusters Score -1012559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1012563.750000 Penalty: 4594.837891
	Iteration 66Q: 3 clusters Score -1012564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1012566.687500 Penalty: 4594.837891
	Iteration 67Q: 3 clusters Score -1012567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1012573.500000 Penalty: 4594.837891
	Iteration 68Q: 3 clusters Score -1012574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1012576.187500 Penalty: 4594.837891
	Iteration 69Q: 3 clusters Score -1012576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1012585.375000 Penalty: 4594.837891
	Iteration 70Q: 3 clusters Score -1012585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1012588.312500 Penalty: 4594.837891
	Iteration 71Q: 3 clusters Score -1012588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1012596.187500 Penalty: 4594.837891
	Iteration 72Q: 3 clusters Score -1012596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1012607.812500 Penalty: 4594.837891
	Iteration 73Q: 3 clusters Score -1012608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1012618.937500 Penalty: 4594.837891
	Iteration 74Q: 3 clusters Score -1012619 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1012630.875000 Penalty: 4594.837891
	Iteration 75Q: 3 clusters Score -1012631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1012641.500000 Penalty: 4594.837891
	Iteration 76Q: 3 clusters Score -1012642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1012652.437500 Penalty: 4594.837891
	Iteration 77Q: 3 clusters Score -1012652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1012662.812500 Penalty: 4594.837891
	Iteration 78Q: 3 clusters Score -1012663 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1012680.812500 Penalty: 4594.837891
	Iteration 79Q: 3 clusters Score -1012681 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1012702.000000 Penalty: 4594.837891
	Iteration 80F: 3 clusters Score -1012702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1012722.750000 Penalty: 4594.837891
	Iteration 81Q: 3 clusters Score -1012723 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1012751.687500 Penalty: 4594.837891
	Iteration 82Q: 3 clusters Score -1012752 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1012797.062500 Penalty: 4594.837891
	Iteration 83Q: 3 clusters Score -1012797 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1012846.812500 Penalty: 4594.837891
	Iteration 84Q: 3 clusters Score -1012847 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1012884.937500 Penalty: 4594.837891
	Iteration 85Q: 3 clusters Score -1012885 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1012925.500000 Penalty: 4594.837891
	Iteration 86Q: 3 clusters Score -1012926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1012961.500000 Penalty: 4594.837891
	Iteration 87Q: 3 clusters Score -1012962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1012999.562500 Penalty: 4594.837891
	Iteration 88Q: 3 clusters Score -1013000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1013036.062500 Penalty: 4594.837891
	Iteration 89Q: 3 clusters Score -1013036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1013073.000000 Penalty: 4594.837891
	Iteration 90Q: 3 clusters Score -1013073 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1013106.562500 Penalty: 4594.837891
	Iteration 91Q: 3 clusters Score -1013107 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1013151.500000 Penalty: 4594.837891
	Iteration 92Q: 3 clusters Score -1013152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1013177.250000 Penalty: 4594.837891
	Iteration 93Q: 3 clusters Score -1013177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1013201.187500 Penalty: 4594.837891
	Iteration 94Q: 3 clusters Score -1013201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1013217.937500 Penalty: 4594.837891
	Iteration 95Q: 3 clusters Score -1013218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1013233.250000 Penalty: 4594.837891
	Iteration 96Q: 3 clusters Score -1013233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1013238.750000 Penalty: 4594.837891
	Iteration 97Q: 3 clusters Score -1013239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1013249.812500 Penalty: 4594.837891
	Iteration 98Q: 3 clusters Score -1013250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1013261.125000 Penalty: 4594.837891
	Iteration 99Q: 3 clusters Score -1013261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1013270.812500 Penalty: 4594.837891
	Iteration 100F: 3 clusters Score -1013271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1013278.312500 Penalty: 4594.837891
	Iteration 101Q: 3 clusters Score -1013278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1013286.937500 Penalty: 4594.837891
	Iteration 102Q: 3 clusters Score -1013287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1013291.437500 Penalty: 4594.837891
	Iteration 103Q: 3 clusters Score -1013291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1013297.125000 Penalty: 4594.837891
	Iteration 104Q: 3 clusters Score -1013297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1013300.812500 Penalty: 4594.837891
	Iteration 105Q: 3 clusters Score -1013301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1013309.000000 Penalty: 4594.837891
	Iteration 106Q: 3 clusters Score -1013309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1013314.750000 Penalty: 4594.837891
	Iteration 107Q: 3 clusters Score -1013315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1013321.250000 Penalty: 4594.837891
	Iteration 108Q: 3 clusters Score -1013321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1013330.687500 Penalty: 4594.837891
	Iteration 109Q: 3 clusters Score -1013331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1013338.250000 Penalty: 4594.837891
	Iteration 110Q: 3 clusters Score -1013338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1013339.937500 Penalty: 4594.837891
	Iteration 111Q: 3 clusters Score -1013340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1013342.187500 Penalty: 4594.837891
	Iteration 112Q: 3 clusters Score -1013342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1013345.812500 Penalty: 4594.837891
	Iteration 113Q: 3 clusters Score -1013346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1013348.625000 Penalty: 4594.837891
	Iteration 114Q: 3 clusters Score -1013349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1013352.375000 Penalty: 4594.837891
	Iteration 115Q: 3 clusters Score -1013352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1013355.625000 Penalty: 4594.837891
	Iteration 116Q: 3 clusters Score -1013356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1013358.937500 Penalty: 4594.837891
	Iteration 117Q: 3 clusters Score -1013359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1013358.500000 Penalty: 4594.837891
	Iteration 118Q: 3 clusters Score -1013358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1013358.437500 Penalty: 4594.837891
	Iteration 119Q: 3 clusters Score -1013358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1013359.062500 Penalty: 4594.837891
	Iteration 120F: 3 clusters Score -1013359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1013357.437500 Penalty: 4594.837891
	Iteration 121Q: 3 clusters Score -1013357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1013357.812500 Penalty: 4594.837891
	Iteration 122Q: 3 clusters Score -1013358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1013358.187500 Penalty: 4594.837891
	Iteration 123Q: 3 clusters Score -1013358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1013363.500000 Penalty: 4594.837891
	Iteration 124Q: 3 clusters Score -1013364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1013364.500000 Penalty: 4594.837891
	Iteration 125Q: 3 clusters Score -1013364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1013364.500000 Penalty: 4594.837891
	Iteration 126F: 3 clusters Score -1013364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (163434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163434 members 
Entering Unmasked Estep 
Score: -16577527.000000 Penalty: 2977.032959
	Iteration 0F: 2 clusters Score -1.657753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81695 members 
Mstep: Class 2 contains 81739 members 
Entering Unmasked Estep 
Score: -16467678.000000 Penalty: 5954.065918
	Iteration 0F: 3 clusters Score -1.646768e+07 nChanged 78357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 83564 members 
Entering Unmasked Estep 
Score: -16514127.000000 Penalty: 5954.065918
	Iteration 1F: 3 clusters Score -1.651413e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79050 members 
Mstep: Class 2 contains 84384 members 
Entering Unmasked Estep 
Score: -16515806.000000 Penalty: 5954.065918
	Iteration 2Q: 3 clusters Score -1.651581e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 85635 members 
Entering Unmasked Estep 
Score: -16518566.000000 Penalty: 5954.065918
	Iteration 3Q: 3 clusters Score -1.651857e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 87252 members 
Entering Unmasked Estep 
Score: -16522685.000000 Penalty: 5954.065918
	Iteration 4Q: 3 clusters Score -1.652268e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 89171 members 
Entering Unmasked Estep 
Score: -16528741.000000 Penalty: 5954.065918
	Iteration 5F: 3 clusters Score -1.652874e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 90732 members 
Entering Unmasked Estep 
Score: -16536069.000000 Penalty: 5954.065918
	Iteration 6F: 3 clusters Score -1.653607e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71969 members 
Mstep: Class 2 contains 91465 members 
Entering Unmasked Estep 
Score: -16544088.000000 Penalty: 5954.065918
	Iteration 7F: 3 clusters Score -1.654409e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 91401 members 
Entering Unmasked Estep 
Score: -16550772.000000 Penalty: 5954.065918
	Iteration 8F: 3 clusters Score -1.655077e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 90998 members 
Entering Unmasked Estep 
Score: -16554950.000000 Penalty: 5954.065918
	Iteration 9Q: 3 clusters Score -1.655495e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72618 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -16557038.000000 Penalty: 5954.065918
	Iteration 10Q: 3 clusters Score -1.655704e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72614 members 
Mstep: Class 2 contains 90820 members 
Entering Unmasked Estep 
Score: -16558149.000000 Penalty: 5954.065918
	Iteration 11Q: 3 clusters Score -1.655815e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -16559005.000000 Penalty: 5954.065918
	Iteration 12Q: 3 clusters Score -1.6559e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71940 members 
Mstep: Class 2 contains 91494 members 
Entering Unmasked Estep 
Score: -16559807.000000 Penalty: 5954.065918
	Iteration 13Q: 3 clusters Score -1.655981e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 92150 members 
Entering Unmasked Estep 
Score: -16560702.000000 Penalty: 5954.065918
	Iteration 14Q: 3 clusters Score -1.65607e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70384 members 
Mstep: Class 2 contains 93050 members 
Entering Unmasked Estep 
Score: -16561824.000000 Penalty: 5954.065918
	Iteration 15Q: 3 clusters Score -1.656182e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -16563082.000000 Penalty: 5954.065918
	Iteration 16Q: 3 clusters Score -1.656308e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -16564235.000000 Penalty: 5954.065918
	Iteration 17Q: 3 clusters Score -1.656424e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 96434 members 
Entering Unmasked Estep 
Score: -16565234.000000 Penalty: 5954.065918
	Iteration 18Q: 3 clusters Score -1.656523e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 97481 members 
Entering Unmasked Estep 
Score: -16565932.000000 Penalty: 5954.065918
	Iteration 19Q: 3 clusters Score -1.656593e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 98512 members 
Entering Unmasked Estep 
Score: -16566525.000000 Penalty: 5954.065918
	Iteration 20F: 3 clusters Score -1.656652e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64010 members 
Mstep: Class 2 contains 99424 members 
Entering Unmasked Estep 
Score: -16566978.000000 Penalty: 5954.065918
	Iteration 21Q: 3 clusters Score -1.656698e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 100275 members 
Entering Unmasked Estep 
Score: -16567248.000000 Penalty: 5954.065918
	Iteration 22Q: 3 clusters Score -1.656725e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 101025 members 
Entering Unmasked Estep 
Score: -16567381.000000 Penalty: 5954.065918
	Iteration 23Q: 3 clusters Score -1.656738e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -16567513.000000 Penalty: 5954.065918
	Iteration 24Q: 3 clusters Score -1.656751e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 102285 members 
Entering Unmasked Estep 
Score: -16567646.000000 Penalty: 5954.065918
	Iteration 25Q: 3 clusters Score -1.656765e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 102817 members 
Entering Unmasked Estep 
Score: -16567738.000000 Penalty: 5954.065918
	Iteration 26Q: 3 clusters Score -1.656774e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 103338 members 
Entering Unmasked Estep 
Score: -16567812.000000 Penalty: 5954.065918
	Iteration 27Q: 3 clusters Score -1.656781e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 103781 members 
Entering Unmasked Estep 
Score: -16567858.000000 Penalty: 5954.065918
	Iteration 28Q: 3 clusters Score -1.656786e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 104229 members 
Entering Unmasked Estep 
Score: -16567893.000000 Penalty: 5954.065918
	Iteration 29Q: 3 clusters Score -1.656789e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 104644 members 
Entering Unmasked Estep 
Score: -16567928.000000 Penalty: 5954.065918
	Iteration 30Q: 3 clusters Score -1.656793e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 105003 members 
Entering Unmasked Estep 
Score: -16567971.000000 Penalty: 5954.065918
	Iteration 31Q: 3 clusters Score -1.656797e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 105311 members 
Entering Unmasked Estep 
Score: -16568015.000000 Penalty: 5954.065918
	Iteration 32Q: 3 clusters Score -1.656802e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 105609 members 
Entering Unmasked Estep 
Score: -16568054.000000 Penalty: 5954.065918
	Iteration 33Q: 3 clusters Score -1.656805e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 105886 members 
Entering Unmasked Estep 
Score: -16568058.000000 Penalty: 5954.065918
	Iteration 34Q: 3 clusters Score -1.656806e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 106172 members 
Entering Unmasked Estep 
Score: -16568050.000000 Penalty: 5954.065918
	Iteration 35Q: 3 clusters Score -1.656805e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 106437 members 
Entering Unmasked Estep 
Score: -16568070.000000 Penalty: 5954.065918
	Iteration 36Q: 3 clusters Score -1.656807e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 106697 members 
Entering Unmasked Estep 
Score: -16568083.000000 Penalty: 5954.065918
	Iteration 37Q: 3 clusters Score -1.656808e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 106942 members 
Entering Unmasked Estep 
Score: -16568139.000000 Penalty: 5954.065918
	Iteration 38Q: 3 clusters Score -1.656814e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 107183 members 
Entering Unmasked Estep 
Score: -16568103.000000 Penalty: 5954.065918
	Iteration 39Q: 3 clusters Score -1.65681e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 107389 members 
Entering Unmasked Estep 
Score: -16568156.000000 Penalty: 5954.065918
	Iteration 40F: 3 clusters Score -1.656816e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 107609 members 
Entering Unmasked Estep 
Score: -16568126.000000 Penalty: 5954.065918
	Iteration 41Q: 3 clusters Score -1.656813e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 107828 members 
Entering Unmasked Estep 
Score: -16568171.000000 Penalty: 5954.065918
	Iteration 42Q: 3 clusters Score -1.656817e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 108025 members 
Entering Unmasked Estep 
Score: -16568197.000000 Penalty: 5954.065918
	Iteration 43Q: 3 clusters Score -1.65682e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 108203 members 
Entering Unmasked Estep 
Score: -16568183.000000 Penalty: 5954.065918
	Iteration 44Q: 3 clusters Score -1.656818e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 108375 members 
Entering Unmasked Estep 
Score: -16568167.000000 Penalty: 5954.065918
	Iteration 45Q: 3 clusters Score -1.656817e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 108533 members 
Entering Unmasked Estep 
Score: -16568197.000000 Penalty: 5954.065918
	Iteration 46Q: 3 clusters Score -1.65682e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 108674 members 
Entering Unmasked Estep 
Score: -16568206.000000 Penalty: 5954.065918
	Iteration 47Q: 3 clusters Score -1.656821e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 108798 members 
Entering Unmasked Estep 
Score: -16568180.000000 Penalty: 5954.065918
	Iteration 48Q: 3 clusters Score -1.656818e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 108893 members 
Entering Unmasked Estep 
Score: -16568175.000000 Penalty: 5954.065918
	Iteration 49Q: 3 clusters Score -1.656818e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 108996 members 
Entering Unmasked Estep 
Score: -16568130.000000 Penalty: 5954.065918
	Iteration 50Q: 3 clusters Score -1.656813e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 109098 members 
Entering Unmasked Estep 
Score: -16568166.000000 Penalty: 5954.065918
	Iteration 51Q: 3 clusters Score -1.656817e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 109184 members 
Entering Unmasked Estep 
Score: -16568182.000000 Penalty: 5954.065918
	Iteration 52Q: 3 clusters Score -1.656818e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 109276 members 
Entering Unmasked Estep 
Score: -16568209.000000 Penalty: 5954.065918
	Iteration 53Q: 3 clusters Score -1.656821e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 109371 members 
Entering Unmasked Estep 
Score: -16568198.000000 Penalty: 5954.065918
	Iteration 54Q: 3 clusters Score -1.65682e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 109472 members 
Entering Unmasked Estep 
Score: -16568195.000000 Penalty: 5954.065918
	Iteration 55Q: 3 clusters Score -1.65682e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 109561 members 
Entering Unmasked Estep 
Score: -16568183.000000 Penalty: 5954.065918
	Iteration 56Q: 3 clusters Score -1.656818e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -16568190.000000 Penalty: 5954.065918
	Iteration 57Q: 3 clusters Score -1.656819e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 109701 members 
Entering Unmasked Estep 
Score: -16568194.000000 Penalty: 5954.065918
	Iteration 58Q: 3 clusters Score -1.656819e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 109765 members 
Entering Unmasked Estep 
Score: -16568148.000000 Penalty: 5954.065918
	Iteration 59Q: 3 clusters Score -1.656815e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 109834 members 
Entering Unmasked Estep 
Score: -16568180.000000 Penalty: 5954.065918
	Iteration 60F: 3 clusters Score -1.656818e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 109911 members 
Entering Unmasked Estep 
Score: -16568166.000000 Penalty: 5954.065918
	Iteration 61Q: 3 clusters Score -1.656817e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 110013 members 
Entering Unmasked Estep 
Score: -16568163.000000 Penalty: 5954.065918
	Iteration 62Q: 3 clusters Score -1.656816e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 110126 members 
Entering Unmasked Estep 
Score: -16568152.000000 Penalty: 5954.065918
	Iteration 63Q: 3 clusters Score -1.656815e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 110237 members 
Entering Unmasked Estep 
Score: -16568148.000000 Penalty: 5954.065918
	Iteration 64Q: 3 clusters Score -1.656815e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 110335 members 
Entering Unmasked Estep 
Score: -16568147.000000 Penalty: 5954.065918
	Iteration 65Q: 3 clusters Score -1.656815e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 110425 members 
Entering Unmasked Estep 
Score: -16568127.000000 Penalty: 5954.065918
	Iteration 66Q: 3 clusters Score -1.656813e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 110496 members 
Entering Unmasked Estep 
Score: -16568164.000000 Penalty: 5954.065918
	Iteration 67Q: 3 clusters Score -1.656816e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 110551 members 
Entering Unmasked Estep 
Score: -16568157.000000 Penalty: 5954.065918
	Iteration 68Q: 3 clusters Score -1.656816e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 110609 members 
Entering Unmasked Estep 
Score: -16568179.000000 Penalty: 5954.065918
	Iteration 69Q: 3 clusters Score -1.656818e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 110670 members 
Entering Unmasked Estep 
Score: -16568183.000000 Penalty: 5954.065918
	Iteration 70Q: 3 clusters Score -1.656818e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 110724 members 
Entering Unmasked Estep 
Score: -16568166.000000 Penalty: 5954.065918
	Iteration 71Q: 3 clusters Score -1.656817e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 110776 members 
Entering Unmasked Estep 
Score: -16568163.000000 Penalty: 5954.065918
	Iteration 72Q: 3 clusters Score -1.656816e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -16568173.000000 Penalty: 5954.065918
	Iteration 73Q: 3 clusters Score -1.656817e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 110866 members 
Entering Unmasked Estep 
Score: -16568173.000000 Penalty: 5954.065918
	Iteration 74Q: 3 clusters Score -1.656817e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 110900 members 
Entering Unmasked Estep 
Score: -16568189.000000 Penalty: 5954.065918
	Iteration 75Q: 3 clusters Score -1.656819e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 110932 members 
Entering Unmasked Estep 
Score: -16568181.000000 Penalty: 5954.065918
	Iteration 76Q: 3 clusters Score -1.656818e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 110962 members 
Entering Unmasked Estep 
Score: -16568196.000000 Penalty: 5954.065918
	Iteration 77Q: 3 clusters Score -1.65682e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 110994 members 
Entering Unmasked Estep 
Score: -16568198.000000 Penalty: 5954.065918
	Iteration 78Q: 3 clusters Score -1.65682e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 111020 members 
Entering Unmasked Estep 
Score: -16568184.000000 Penalty: 5954.065918
	Iteration 79Q: 3 clusters Score -1.656818e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 111047 members 
Entering Unmasked Estep 
Score: -16568186.000000 Penalty: 5954.065918
	Iteration 80F: 3 clusters Score -1.656819e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 111070 members 
Entering Unmasked Estep 
Score: -16568188.000000 Penalty: 5954.065918
	Iteration 81Q: 3 clusters Score -1.656819e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 111102 members 
Entering Unmasked Estep 
Score: -16568173.000000 Penalty: 5954.065918
	Iteration 82Q: 3 clusters Score -1.656817e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 111124 members 
Entering Unmasked Estep 
Score: -16568159.000000 Penalty: 5954.065918
	Iteration 83Q: 3 clusters Score -1.656816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 111141 members 
Entering Unmasked Estep 
Score: -16568170.000000 Penalty: 5954.065918
	Iteration 84Q: 3 clusters Score -1.656817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 111162 members 
Entering Unmasked Estep 
Score: -16568188.000000 Penalty: 5954.065918
	Iteration 85Q: 3 clusters Score -1.656819e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 111185 members 
Entering Unmasked Estep 
Score: -16568188.000000 Penalty: 5954.065918
	Iteration 86Q: 3 clusters Score -1.656819e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 111217 members 
Entering Unmasked Estep 
Score: -16568181.000000 Penalty: 5954.065918
	Iteration 87Q: 3 clusters Score -1.656818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 111243 members 
Entering Unmasked Estep 
Score: -16568192.000000 Penalty: 5954.065918
	Iteration 88Q: 3 clusters Score -1.656819e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 111272 members 
Entering Unmasked Estep 
Score: -16568197.000000 Penalty: 5954.065918
	Iteration 89Q: 3 clusters Score -1.65682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 111295 members 
Entering Unmasked Estep 
Score: -16568198.000000 Penalty: 5954.065918
	Iteration 90Q: 3 clusters Score -1.65682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 111316 members 
Entering Unmasked Estep 
Score: -16568197.000000 Penalty: 5954.065918
	Iteration 91Q: 3 clusters Score -1.65682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 111336 members 
Entering Unmasked Estep 
Score: -16568204.000000 Penalty: 5954.065918
	Iteration 92Q: 3 clusters Score -1.65682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 111360 members 
Entering Unmasked Estep 
Score: -16568180.000000 Penalty: 5954.065918
	Iteration 93Q: 3 clusters Score -1.656818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 111378 members 
Entering Unmasked Estep 
Score: -16568167.000000 Penalty: 5954.065918
	Iteration 94Q: 3 clusters Score -1.656817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 111397 members 
Entering Unmasked Estep 
Score: -16568173.000000 Penalty: 5954.065918
	Iteration 95Q: 3 clusters Score -1.656817e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 111428 members 
Entering Unmasked Estep 
Score: -16568191.000000 Penalty: 5954.065918
	Iteration 96Q: 3 clusters Score -1.656819e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 111458 members 
Entering Unmasked Estep 
Score: -16568189.000000 Penalty: 5954.065918
	Iteration 97Q: 3 clusters Score -1.656819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 111475 members 
Entering Unmasked Estep 
Score: -16568174.000000 Penalty: 5954.065918
	Iteration 98Q: 3 clusters Score -1.656817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 111488 members 
Entering Unmasked Estep 
Score: -16568165.000000 Penalty: 5954.065918
	Iteration 99Q: 3 clusters Score -1.656816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 111500 members 
Entering Unmasked Estep 
Score: -16568177.000000 Penalty: 5954.065918
	Iteration 100F: 3 clusters Score -1.656818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 111513 members 
Entering Unmasked Estep 
Score: -16568174.000000 Penalty: 5954.065918
	Iteration 101Q: 3 clusters Score -1.656817e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 111531 members 
Entering Unmasked Estep 
Score: -16568169.000000 Penalty: 5954.065918
	Iteration 102Q: 3 clusters Score -1.656817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 111548 members 
Entering Unmasked Estep 
Score: -16568174.000000 Penalty: 5954.065918
	Iteration 103Q: 3 clusters Score -1.656817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 111559 members 
Entering Unmasked Estep 
Score: -16568183.000000 Penalty: 5954.065918
	Iteration 104Q: 3 clusters Score -1.656818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 111569 members 
Entering Unmasked Estep 
Score: -16568179.000000 Penalty: 5954.065918
	Iteration 105Q: 3 clusters Score -1.656818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 111579 members 
Entering Unmasked Estep 
Score: -16568186.000000 Penalty: 5954.065918
	Iteration 106Q: 3 clusters Score -1.656819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 111592 members 
Entering Unmasked Estep 
Score: -16568185.000000 Penalty: 5954.065918
	Iteration 107Q: 3 clusters Score -1.656818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 111605 members 
Entering Unmasked Estep 
Score: -16568185.000000 Penalty: 5954.065918
	Iteration 108Q: 3 clusters Score -1.656818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 111617 members 
Entering Unmasked Estep 
Score: -16568184.000000 Penalty: 5954.065918
	Iteration 109Q: 3 clusters Score -1.656818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 111631 members 
Entering Unmasked Estep 
Score: -16568197.000000 Penalty: 5954.065918
	Iteration 110Q: 3 clusters Score -1.65682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 111647 members 
Entering Unmasked Estep 
Score: -16568183.000000 Penalty: 5954.065918
	Iteration 111Q: 3 clusters Score -1.656818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 111664 members 
Entering Unmasked Estep 
Score: -16568179.000000 Penalty: 5954.065918
	Iteration 112Q: 3 clusters Score -1.656818e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 111684 members 
Entering Unmasked Estep 
Score: -16568188.000000 Penalty: 5954.065918
	Iteration 113Q: 3 clusters Score -1.656819e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 111707 members 
Entering Unmasked Estep 
Score: -16568209.000000 Penalty: 5954.065918
	Iteration 114Q: 3 clusters Score -1.656821e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 111724 members 
Entering Unmasked Estep 
Score: -16568212.000000 Penalty: 5954.065918
	Iteration 115Q: 3 clusters Score -1.656821e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 111745 members 
Entering Unmasked Estep 
Score: -16568210.000000 Penalty: 5954.065918
	Iteration 116Q: 3 clusters Score -1.656821e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 111767 members 
Entering Unmasked Estep 
Score: -16568209.000000 Penalty: 5954.065918
	Iteration 117Q: 3 clusters Score -1.656821e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51636 members 
Mstep: Class 2 contains 111798 members 
Entering Unmasked Estep 
Score: -16568211.000000 Penalty: 5954.065918
	Iteration 118Q: 3 clusters Score -1.656821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 111828 members 
Entering Unmasked Estep 
Score: -16568203.000000 Penalty: 5954.065918
	Iteration 119Q: 3 clusters Score -1.65682e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 111857 members 
Entering Unmasked Estep 
Score: -16568230.000000 Penalty: 5954.065918
	Iteration 120F: 3 clusters Score -1.656823e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 111891 members 
Entering Unmasked Estep 
Score: -16568252.000000 Penalty: 5954.065918
	Iteration 121Q: 3 clusters Score -1.656825e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 111919 members 
Entering Unmasked Estep 
Score: -16568248.000000 Penalty: 5954.065918
	Iteration 122Q: 3 clusters Score -1.656825e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 111955 members 
Entering Unmasked Estep 
Score: -16568261.000000 Penalty: 5954.065918
	Iteration 123Q: 3 clusters Score -1.656826e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 111989 members 
Entering Unmasked Estep 
Score: -16568266.000000 Penalty: 5954.065918
	Iteration 124Q: 3 clusters Score -1.656827e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 112017 members 
Entering Unmasked Estep 
Score: -16568271.000000 Penalty: 5954.065918
	Iteration 125Q: 3 clusters Score -1.656827e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 112043 members 
Entering Unmasked Estep 
Score: -16568270.000000 Penalty: 5954.065918
	Iteration 126Q: 3 clusters Score -1.656827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 112066 members 
Entering Unmasked Estep 
Score: -16568298.000000 Penalty: 5954.065918
	Iteration 127Q: 3 clusters Score -1.65683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 112093 members 
Entering Unmasked Estep 
Score: -16568293.000000 Penalty: 5954.065918
	Iteration 128Q: 3 clusters Score -1.656829e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 112116 members 
Entering Unmasked Estep 
Score: -16568318.000000 Penalty: 5954.065918
	Iteration 129Q: 3 clusters Score -1.656832e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 112142 members 
Entering Unmasked Estep 
Score: -16568310.000000 Penalty: 5954.065918
	Iteration 130Q: 3 clusters Score -1.656831e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 112165 members 
Entering Unmasked Estep 
Score: -16568320.000000 Penalty: 5954.065918
	Iteration 131Q: 3 clusters Score -1.656832e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 112185 members 
Entering Unmasked Estep 
Score: -16568325.000000 Penalty: 5954.065918
	Iteration 132Q: 3 clusters Score -1.656832e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 112207 members 
Entering Unmasked Estep 
Score: -16568299.000000 Penalty: 5954.065918
	Iteration 133Q: 3 clusters Score -1.65683e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 112229 members 
Entering Unmasked Estep 
Score: -16568307.000000 Penalty: 5954.065918
	Iteration 134Q: 3 clusters Score -1.656831e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 112254 members 
Entering Unmasked Estep 
Score: -16568311.000000 Penalty: 5954.065918
	Iteration 135Q: 3 clusters Score -1.656831e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 112281 members 
Entering Unmasked Estep 
Score: -16568302.000000 Penalty: 5954.065918
	Iteration 136Q: 3 clusters Score -1.65683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 112310 members 
Entering Unmasked Estep 
Score: -16568330.000000 Penalty: 5954.065918
	Iteration 137Q: 3 clusters Score -1.656833e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 112339 members 
Entering Unmasked Estep 
Score: -16568337.000000 Penalty: 5954.065918
	Iteration 138Q: 3 clusters Score -1.656834e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 112371 members 
Entering Unmasked Estep 
Score: -16568314.000000 Penalty: 5954.065918
	Iteration 139Q: 3 clusters Score -1.656831e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 112396 members 
Entering Unmasked Estep 
Score: -16568310.000000 Penalty: 5954.065918
	Iteration 140F: 3 clusters Score -1.656831e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 112427 members 
Entering Unmasked Estep 
Score: -16568332.000000 Penalty: 5954.065918
	Iteration 141Q: 3 clusters Score -1.656833e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 112458 members 
Entering Unmasked Estep 
Score: -16568300.000000 Penalty: 5954.065918
	Iteration 142Q: 3 clusters Score -1.65683e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 112492 members 
Entering Unmasked Estep 
Score: -16568310.000000 Penalty: 5954.065918
	Iteration 143Q: 3 clusters Score -1.656831e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 112537 members 
Entering Unmasked Estep 
Score: -16568301.000000 Penalty: 5954.065918
	Iteration 144Q: 3 clusters Score -1.65683e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 112584 members 
Entering Unmasked Estep 
Score: -16568305.000000 Penalty: 5954.065918
	Iteration 145Q: 3 clusters Score -1.65683e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 112622 members 
Entering Unmasked Estep 
Score: -16568310.000000 Penalty: 5954.065918
	Iteration 146Q: 3 clusters Score -1.656831e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 112670 members 
Entering Unmasked Estep 
Score: -16568307.000000 Penalty: 5954.065918
	Iteration 147Q: 3 clusters Score -1.656831e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 112709 members 
Entering Unmasked Estep 
Score: -16568314.000000 Penalty: 5954.065918
	Iteration 148Q: 3 clusters Score -1.656831e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 112744 members 
Entering Unmasked Estep 
Score: -16568300.000000 Penalty: 5954.065918
	Iteration 149Q: 3 clusters Score -1.65683e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 112776 members 
Entering Unmasked Estep 
Score: -16568304.000000 Penalty: 5954.065918
	Iteration 150Q: 3 clusters Score -1.65683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 112807 members 
Entering Unmasked Estep 
Score: -16568298.000000 Penalty: 5954.065918
	Iteration 151Q: 3 clusters Score -1.65683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 112836 members 
Entering Unmasked Estep 
Score: -16568305.000000 Penalty: 5954.065918
	Iteration 152Q: 3 clusters Score -1.65683e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 112862 members 
Entering Unmasked Estep 
Score: -16568309.000000 Penalty: 5954.065918
	Iteration 153Q: 3 clusters Score -1.656831e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 112883 members 
Entering Unmasked Estep 
Score: -16568311.000000 Penalty: 5954.065918
	Iteration 154Q: 3 clusters Score -1.656831e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 112904 members 
Entering Unmasked Estep 
Score: -16568306.000000 Penalty: 5954.065918
	Iteration 155Q: 3 clusters Score -1.656831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 112923 members 
Entering Unmasked Estep 
Score: -16568311.000000 Penalty: 5954.065918
	Iteration 156Q: 3 clusters Score -1.656831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 112936 members 
Entering Unmasked Estep 
Score: -16568296.000000 Penalty: 5954.065918
	Iteration 157Q: 3 clusters Score -1.65683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 112948 members 
Entering Unmasked Estep 
Score: -16568308.000000 Penalty: 5954.065918
	Iteration 158Q: 3 clusters Score -1.656831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 112959 members 
Entering Unmasked Estep 
Score: -16568301.000000 Penalty: 5954.065918
	Iteration 159Q: 3 clusters Score -1.65683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 112970 members 
Entering Unmasked Estep 
Score: -16568309.000000 Penalty: 5954.065918
	Iteration 160F: 3 clusters Score -1.656831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 112985 members 
Entering Unmasked Estep 
Score: -16568311.000000 Penalty: 5954.065918
	Iteration 161Q: 3 clusters Score -1.656831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 112994 members 
Entering Unmasked Estep 
Score: -16568305.000000 Penalty: 5954.065918
	Iteration 162Q: 3 clusters Score -1.65683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 112998 members 
Entering Unmasked Estep 
Score: -16568306.000000 Penalty: 5954.065918
	Iteration 163Q: 3 clusters Score -1.656831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 113010 members 
Entering Unmasked Estep 
Score: -16568322.000000 Penalty: 5954.065918
	Iteration 164Q: 3 clusters Score -1.656832e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 113028 members 
Entering Unmasked Estep 
Score: -16568323.000000 Penalty: 5954.065918
	Iteration 165Q: 3 clusters Score -1.656832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 113045 members 
Entering Unmasked Estep 
Score: -16568305.000000 Penalty: 5954.065918
	Iteration 166Q: 3 clusters Score -1.65683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 113060 members 
Entering Unmasked Estep 
Score: -16568313.000000 Penalty: 5954.065918
	Iteration 167Q: 3 clusters Score -1.656831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 113075 members 
Entering Unmasked Estep 
Score: -16568307.000000 Penalty: 5954.065918
	Iteration 168Q: 3 clusters Score -1.656831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 113087 members 
Entering Unmasked Estep 
Score: -16568294.000000 Penalty: 5954.065918
	Iteration 169Q: 3 clusters Score -1.656829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 113094 members 
Entering Unmasked Estep 
Score: -16568309.000000 Penalty: 5954.065918
	Iteration 170Q: 3 clusters Score -1.656831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 113102 members 
Entering Unmasked Estep 
Score: -16568310.000000 Penalty: 5954.065918
	Iteration 171Q: 3 clusters Score -1.656831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 113111 members 
Entering Unmasked Estep 
Score: -16568280.000000 Penalty: 5954.065918
	Iteration 172Q: 3 clusters Score -1.656828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 113123 members 
Entering Unmasked Estep 
Score: -16568286.000000 Penalty: 5954.065918
	Iteration 173Q: 3 clusters Score -1.656829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 113130 members 
Entering Unmasked Estep 
Score: -16568285.000000 Penalty: 5954.065918
	Iteration 174Q: 3 clusters Score -1.656828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 113140 members 
Entering Unmasked Estep 
Score: -16568281.000000 Penalty: 5954.065918
	Iteration 175Q: 3 clusters Score -1.656828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 113152 members 
Entering Unmasked Estep 
Score: -16568274.000000 Penalty: 5954.065918
	Iteration 176Q: 3 clusters Score -1.656827e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 113166 members 
Entering Unmasked Estep 
Score: -16568277.000000 Penalty: 5954.065918
	Iteration 177Q: 3 clusters Score -1.656828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 113180 members 
Entering Unmasked Estep 
Score: -16568276.000000 Penalty: 5954.065918
	Iteration 178Q: 3 clusters Score -1.656828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 113190 members 
Entering Unmasked Estep 
Score: -16568269.000000 Penalty: 5954.065918
	Iteration 179Q: 3 clusters Score -1.656827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 113200 members 
Entering Unmasked Estep 
Score: -16568282.000000 Penalty: 5954.065918
	Iteration 180F: 3 clusters Score -1.656828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 113212 members 
Entering Unmasked Estep 
Score: -16568282.000000 Penalty: 5954.065918
	Iteration 181Q: 3 clusters Score -1.656828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -16568281.000000 Penalty: 5954.065918
	Iteration 182Q: 3 clusters Score -1.656828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 113241 members 
Entering Unmasked Estep 
Score: -16568290.000000 Penalty: 5954.065918
	Iteration 183Q: 3 clusters Score -1.656829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 113254 members 
Entering Unmasked Estep 
Score: -16568312.000000 Penalty: 5954.065918
	Iteration 184Q: 3 clusters Score -1.656831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 113270 members 
Entering Unmasked Estep 
Score: -16568299.000000 Penalty: 5954.065918
	Iteration 185Q: 3 clusters Score -1.65683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 113282 members 
Entering Unmasked Estep 
Score: -16568291.000000 Penalty: 5954.065918
	Iteration 186Q: 3 clusters Score -1.656829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 113294 members 
Entering Unmasked Estep 
Score: -16568276.000000 Penalty: 5954.065918
	Iteration 187Q: 3 clusters Score -1.656828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 113304 members 
Entering Unmasked Estep 
Score: -16568271.000000 Penalty: 5954.065918
	Iteration 188Q: 3 clusters Score -1.656827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 113310 members 
Entering Unmasked Estep 
Score: -16568281.000000 Penalty: 5954.065918
	Iteration 189Q: 3 clusters Score -1.656828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 113318 members 
Entering Unmasked Estep 
Score: -16568278.000000 Penalty: 5954.065918
	Iteration 190Q: 3 clusters Score -1.656828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 113324 members 
Entering Unmasked Estep 
Score: -16568299.000000 Penalty: 5954.065918
	Iteration 191Q: 3 clusters Score -1.65683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 113329 members 
Entering Unmasked Estep 
Score: -16568291.000000 Penalty: 5954.065918
	Iteration 192Q: 3 clusters Score -1.656829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 113339 members 
Entering Unmasked Estep 
Score: -16568284.000000 Penalty: 5954.065918
	Iteration 193Q: 3 clusters Score -1.656828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 113347 members 
Entering Unmasked Estep 
Score: -16568281.000000 Penalty: 5954.065918
	Iteration 194Q: 3 clusters Score -1.656828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 113355 members 
Entering Unmasked Estep 
Score: -16568271.000000 Penalty: 5954.065918
	Iteration 195Q: 3 clusters Score -1.656827e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 113363 members 
Entering Unmasked Estep 
Score: -16568259.000000 Penalty: 5954.065918
	Iteration 196Q: 3 clusters Score -1.656826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 113370 members 
Entering Unmasked Estep 
Score: -16568272.000000 Penalty: 5954.065918
	Iteration 197Q: 3 clusters Score -1.656827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 113373 members 
Entering Unmasked Estep 
Score: -16568271.000000 Penalty: 5954.065918
	Iteration 198Q: 3 clusters Score -1.656827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 113380 members 
Entering Unmasked Estep 
Score: -16568282.000000 Penalty: 5954.065918
	Iteration 199Q: 3 clusters Score -1.656828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 113385 members 
Entering Unmasked Estep 
Score: -16568279.000000 Penalty: 5954.065918
	Iteration 200F: 3 clusters Score -1.656828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 113389 members 
Entering Unmasked Estep 
Score: -16568269.000000 Penalty: 5954.065918
	Iteration 201Q: 3 clusters Score -1.656827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 113390 members 
Entering Unmasked Estep 
Score: -16568267.000000 Penalty: 5954.065918
	Iteration 202Q: 3 clusters Score -1.656827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 113392 members 
Entering Unmasked Estep 
Score: -16568260.000000 Penalty: 5954.065918
	Iteration 203Q: 3 clusters Score -1.656826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 113394 members 
Entering Unmasked Estep 
Score: -16568264.000000 Penalty: 5954.065918
	Iteration 204Q: 3 clusters Score -1.656826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 113395 members 
Entering Unmasked Estep 
Score: -16568269.000000 Penalty: 5954.065918
	Iteration 205Q: 3 clusters Score -1.656827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 113395 members 
Entering Unmasked Estep 
Score: -16568269.000000 Penalty: 5954.065918
	Iteration 206F: 3 clusters Score -1.656827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Entering Unmasked Estep 
Score: -1255970.875000 Penalty: 2343.225830
	Iteration 0F: 2 clusters Score -1255971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1246618.000000 Penalty: 4686.451660
	Iteration 0F: 3 clusters Score -1246618 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1249298.375000 Penalty: 4686.451660
	Iteration 1F: 3 clusters Score -1249298 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1249581.125000 Penalty: 4686.451660
	Iteration 2F: 3 clusters Score -1249581 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1249796.000000 Penalty: 4686.451660
	Iteration 3Q: 3 clusters Score -1249796 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1249981.375000 Penalty: 4686.451660
	Iteration 4Q: 3 clusters Score -1249981 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1250170.000000 Penalty: 4686.451660
	Iteration 5Q: 3 clusters Score -1250170 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1250357.625000 Penalty: 4686.451660
	Iteration 6Q: 3 clusters Score -1250358 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1250546.125000 Penalty: 4686.451660
	Iteration 7Q: 3 clusters Score -1250546 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1250799.625000 Penalty: 4686.451660
	Iteration 8Q: 3 clusters Score -1250800 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1251173.750000 Penalty: 4686.451660
	Iteration 9Q: 3 clusters Score -1251174 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1251718.000000 Penalty: 4686.451660
	Iteration 10F: 3 clusters Score -1251718 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1252419.625000 Penalty: 4686.451660
	Iteration 11F: 3 clusters Score -1252420 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1253074.375000 Penalty: 4686.451660
	Iteration 12F: 3 clusters Score -1253074 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1253573.875000 Penalty: 4686.451660
	Iteration 13Q: 3 clusters Score -1253574 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1253919.375000 Penalty: 4686.451660
	Iteration 14Q: 3 clusters Score -1253919 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1254146.875000 Penalty: 4686.451660
	Iteration 15Q: 3 clusters Score -1254147 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1254312.375000 Penalty: 4686.451660
	Iteration 16Q: 3 clusters Score -1254312 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1254453.500000 Penalty: 4686.451660
	Iteration 17Q: 3 clusters Score -1254454 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1254557.250000 Penalty: 4686.451660
	Iteration 18Q: 3 clusters Score -1254557 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1254652.125000 Penalty: 4686.451660
	Iteration 19Q: 3 clusters Score -1254652 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1254733.750000 Penalty: 4686.451660
	Iteration 20F: 3 clusters Score -1254734 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1254797.625000 Penalty: 4686.451660
	Iteration 21Q: 3 clusters Score -1254798 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1254847.250000 Penalty: 4686.451660
	Iteration 22Q: 3 clusters Score -1254847 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1254898.375000 Penalty: 4686.451660
	Iteration 23Q: 3 clusters Score -1254898 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1254944.625000 Penalty: 4686.451660
	Iteration 24Q: 3 clusters Score -1254945 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1255002.000000 Penalty: 4686.451660
	Iteration 25Q: 3 clusters Score -1255002 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1255061.125000 Penalty: 4686.451660
	Iteration 26Q: 3 clusters Score -1255061 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1255130.750000 Penalty: 4686.451660
	Iteration 27Q: 3 clusters Score -1255131 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1255201.125000 Penalty: 4686.451660
	Iteration 28Q: 3 clusters Score -1255201 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1255266.625000 Penalty: 4686.451660
	Iteration 29Q: 3 clusters Score -1255267 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1255325.375000 Penalty: 4686.451660
	Iteration 30Q: 3 clusters Score -1255325 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1255379.250000 Penalty: 4686.451660
	Iteration 31Q: 3 clusters Score -1255379 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1255414.750000 Penalty: 4686.451660
	Iteration 32Q: 3 clusters Score -1255415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1255435.625000 Penalty: 4686.451660
	Iteration 33Q: 3 clusters Score -1255436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1255450.375000 Penalty: 4686.451660
	Iteration 34Q: 3 clusters Score -1255450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1255460.250000 Penalty: 4686.451660
	Iteration 35Q: 3 clusters Score -1255460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1255465.125000 Penalty: 4686.451660
	Iteration 36Q: 3 clusters Score -1255465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1255470.125000 Penalty: 4686.451660
	Iteration 37Q: 3 clusters Score -1255470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1255473.125000 Penalty: 4686.451660
	Iteration 38Q: 3 clusters Score -1255473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1255477.375000 Penalty: 4686.451660
	Iteration 39Q: 3 clusters Score -1255477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1255477.875000 Penalty: 4686.451660
	Iteration 40F: 3 clusters Score -1255478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1255477.250000 Penalty: 4686.451660
	Iteration 41Q: 3 clusters Score -1255477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1255480.500000 Penalty: 4686.451660
	Iteration 42Q: 3 clusters Score -1255480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1255481.000000 Penalty: 4686.451660
	Iteration 43Q: 3 clusters Score -1255481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1255481.875000 Penalty: 4686.451660
	Iteration 44Q: 3 clusters Score -1255482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1255480.000000 Penalty: 4686.451660
	Iteration 45Q: 3 clusters Score -1255480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1255481.375000 Penalty: 4686.451660
	Iteration 46Q: 3 clusters Score -1255481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1255483.250000 Penalty: 4686.451660
	Iteration 47Q: 3 clusters Score -1255483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1255484.875000 Penalty: 4686.451660
	Iteration 48Q: 3 clusters Score -1255485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1255485.125000 Penalty: 4686.451660
	Iteration 49Q: 3 clusters Score -1255485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1255482.625000 Penalty: 4686.451660
	Iteration 50Q: 3 clusters Score -1255483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1255485.375000 Penalty: 4686.451660
	Iteration 51Q: 3 clusters Score -1255485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1255483.125000 Penalty: 4686.451660
	Iteration 52Q: 3 clusters Score -1255483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1255483.125000 Penalty: 4686.451660
	Iteration 53F: 3 clusters Score -1255483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Entering Unmasked Estep 
Score: -2355830.500000 Penalty: 2500.608154
	Iteration 0F: 2 clusters Score -2355830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2339081.500000 Penalty: 5001.216309
	Iteration 0F: 3 clusters Score -2339082 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2344901.500000 Penalty: 5001.216309
	Iteration 1F: 3 clusters Score -2344902 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2345410.250000 Penalty: 5001.216309
	Iteration 2F: 3 clusters Score -2345410 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2345984.500000 Penalty: 5001.216309
	Iteration 3F: 3 clusters Score -2345984 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2346896.750000 Penalty: 5001.216309
	Iteration 4F: 3 clusters Score -2346897 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2348397.250000 Penalty: 5001.216309
	Iteration 5F: 3 clusters Score -2348397 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2350297.750000 Penalty: 5001.216309
	Iteration 6F: 3 clusters Score -2350298 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2352032.750000 Penalty: 5001.216309
	Iteration 7F: 3 clusters Score -2352033 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2353409.500000 Penalty: 5001.216309
	Iteration 8F: 3 clusters Score -2353410 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2354528.500000 Penalty: 5001.216309
	Iteration 9Q: 3 clusters Score -2354528 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2355209.750000 Penalty: 5001.216309
	Iteration 10Q: 3 clusters Score -2355210 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2355463.000000 Penalty: 5001.216309
	Iteration 11Q: 3 clusters Score -2355463 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2355552.000000 Penalty: 5001.216309
	Iteration 12Q: 3 clusters Score -2355552 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2355625.250000 Penalty: 5001.216309
	Iteration 13Q: 3 clusters Score -2355625 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2355655.250000 Penalty: 5001.216309
	Iteration 14Q: 3 clusters Score -2355655 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2355677.000000 Penalty: 5001.216309
	Iteration 15Q: 3 clusters Score -2355677 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2355698.250000 Penalty: 5001.216309
	Iteration 16Q: 3 clusters Score -2355698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2355715.250000 Penalty: 5001.216309
	Iteration 17Q: 3 clusters Score -2355715 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2355713.750000 Penalty: 5001.216309
	Iteration 18Q: 3 clusters Score -2355714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2355717.250000 Penalty: 5001.216309
	Iteration 19Q: 3 clusters Score -2355717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2355728.500000 Penalty: 5001.216309
	Iteration 20F: 3 clusters Score -2355728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2355732.250000 Penalty: 5001.216309
	Iteration 21Q: 3 clusters Score -2355732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2355730.500000 Penalty: 5001.216309
	Iteration 22Q: 3 clusters Score -2355730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2355736.750000 Penalty: 5001.216309
	Iteration 23Q: 3 clusters Score -2355737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2355732.000000 Penalty: 5001.216309
	Iteration 24Q: 3 clusters Score -2355732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2355745.250000 Penalty: 5001.216309
	Iteration 25Q: 3 clusters Score -2355745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2355746.500000 Penalty: 5001.216309
	Iteration 26Q: 3 clusters Score -2355746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2355747.750000 Penalty: 5001.216309
	Iteration 27Q: 3 clusters Score -2355748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2355752.250000 Penalty: 5001.216309
	Iteration 28Q: 3 clusters Score -2355752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2355756.000000 Penalty: 5001.216309
	Iteration 29Q: 3 clusters Score -2355756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2355757.000000 Penalty: 5001.216309
	Iteration 30Q: 3 clusters Score -2355757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2355757.500000 Penalty: 5001.216309
	Iteration 31Q: 3 clusters Score -2355758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2355758.000000 Penalty: 5001.216309
	Iteration 32Q: 3 clusters Score -2355758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2355758.000000 Penalty: 5001.216309
	Iteration 33Q: 3 clusters Score -2355758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2355761.000000 Penalty: 5001.216309
	Iteration 34Q: 3 clusters Score -2355761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2355760.250000 Penalty: 5001.216309
	Iteration 35Q: 3 clusters Score -2355760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2355759.000000 Penalty: 5001.216309
	Iteration 36Q: 3 clusters Score -2355759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2355758.250000 Penalty: 5001.216309
	Iteration 37Q: 3 clusters Score -2355758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2355761.500000 Penalty: 5001.216309
	Iteration 38Q: 3 clusters Score -2355762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2355755.750000 Penalty: 5001.216309
	Iteration 39Q: 3 clusters Score -2355756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2355755.750000 Penalty: 5001.216309
	Iteration 40F: 3 clusters Score -2355756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Entering Unmasked Estep 
Score: -4834325.500000 Penalty: 2670.035400
	Iteration 0F: 2 clusters Score -4834326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -4802303.000000 Penalty: 5340.070801
	Iteration 0F: 3 clusters Score -4802303 nChanged 21862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -4814430.000000 Penalty: 5340.070801
	Iteration 1F: 3 clusters Score -4814430 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -4815180.500000 Penalty: 5340.070801
	Iteration 2Q: 3 clusters Score -4815180 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -4816005.500000 Penalty: 5340.070801
	Iteration 3Q: 3 clusters Score -4816006 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4816979.500000 Penalty: 5340.070801
	Iteration 4Q: 3 clusters Score -4816980 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -4818172.000000 Penalty: 5340.070801
	Iteration 5F: 3 clusters Score -4818172 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -4819869.500000 Penalty: 5340.070801
	Iteration 6F: 3 clusters Score -4819870 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -4821909.500000 Penalty: 5340.070801
	Iteration 7F: 3 clusters Score -4821910 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -4824190.000000 Penalty: 5340.070801
	Iteration 8F: 3 clusters Score -4824190 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -4826164.500000 Penalty: 5340.070801
	Iteration 9F: 3 clusters Score -4826164 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -4827281.500000 Penalty: 5340.070801
	Iteration 10Q: 3 clusters Score -4827282 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -4827882.000000 Penalty: 5340.070801
	Iteration 11Q: 3 clusters Score -4827882 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -4828269.500000 Penalty: 5340.070801
	Iteration 12Q: 3 clusters Score -4828270 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -4828531.000000 Penalty: 5340.070801
	Iteration 13Q: 3 clusters Score -4828531 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -4828693.500000 Penalty: 5340.070801
	Iteration 14Q: 3 clusters Score -4828694 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -4828858.000000 Penalty: 5340.070801
	Iteration 15Q: 3 clusters Score -4828858 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -4828961.000000 Penalty: 5340.070801
	Iteration 16Q: 3 clusters Score -4828961 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4829083.000000 Penalty: 5340.070801
	Iteration 17Q: 3 clusters Score -4829083 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -4829198.000000 Penalty: 5340.070801
	Iteration 18Q: 3 clusters Score -4829198 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -4829293.000000 Penalty: 5340.070801
	Iteration 19Q: 3 clusters Score -4829293 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -4829372.500000 Penalty: 5340.070801
	Iteration 20F: 3 clusters Score -4829372 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -4829457.000000 Penalty: 5340.070801
	Iteration 21Q: 3 clusters Score -4829457 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -4829499.000000 Penalty: 5340.070801
	Iteration 22Q: 3 clusters Score -4829499 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -4829547.000000 Penalty: 5340.070801
	Iteration 23Q: 3 clusters Score -4829547 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4829579.000000 Penalty: 5340.070801
	Iteration 24Q: 3 clusters Score -4829579 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -4829633.500000 Penalty: 5340.070801
	Iteration 25Q: 3 clusters Score -4829634 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4829709.000000 Penalty: 5340.070801
	Iteration 26Q: 3 clusters Score -4829709 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -4829766.500000 Penalty: 5340.070801
	Iteration 27Q: 3 clusters Score -4829766 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -4829811.000000 Penalty: 5340.070801
	Iteration 28Q: 3 clusters Score -4829811 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -4829857.000000 Penalty: 5340.070801
	Iteration 29Q: 3 clusters Score -4829857 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -4829911.000000 Penalty: 5340.070801
	Iteration 30Q: 3 clusters Score -4829911 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -4829998.000000 Penalty: 5340.070801
	Iteration 31Q: 3 clusters Score -4829998 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -4830046.500000 Penalty: 5340.070801
	Iteration 32Q: 3 clusters Score -4830046 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -4830120.500000 Penalty: 5340.070801
	Iteration 33Q: 3 clusters Score -4830120 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -4830169.500000 Penalty: 5340.070801
	Iteration 34Q: 3 clusters Score -4830170 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -4830232.500000 Penalty: 5340.070801
	Iteration 35Q: 3 clusters Score -4830232 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -4830292.000000 Penalty: 5340.070801
	Iteration 36Q: 3 clusters Score -4830292 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -4830305.500000 Penalty: 5340.070801
	Iteration 37Q: 3 clusters Score -4830306 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -4830344.000000 Penalty: 5340.070801
	Iteration 38Q: 3 clusters Score -4830344 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -4830374.000000 Penalty: 5340.070801
	Iteration 39Q: 3 clusters Score -4830374 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -4830412.500000 Penalty: 5340.070801
	Iteration 40F: 3 clusters Score -4830412 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -4830466.000000 Penalty: 5340.070801
	Iteration 41Q: 3 clusters Score -4830466 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -4830521.000000 Penalty: 5340.070801
	Iteration 42Q: 3 clusters Score -4830521 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -4830569.000000 Penalty: 5340.070801
	Iteration 43Q: 3 clusters Score -4830569 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -4830615.000000 Penalty: 5340.070801
	Iteration 44Q: 3 clusters Score -4830615 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -4830661.000000 Penalty: 5340.070801
	Iteration 45Q: 3 clusters Score -4830661 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -4830721.000000 Penalty: 5340.070801
	Iteration 46Q: 3 clusters Score -4830721 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -4830778.500000 Penalty: 5340.070801
	Iteration 47Q: 3 clusters Score -4830778 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -4830818.000000 Penalty: 5340.070801
	Iteration 48Q: 3 clusters Score -4830818 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -4830856.000000 Penalty: 5340.070801
	Iteration 49Q: 3 clusters Score -4830856 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -4830898.000000 Penalty: 5340.070801
	Iteration 50Q: 3 clusters Score -4830898 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -4830910.000000 Penalty: 5340.070801
	Iteration 51Q: 3 clusters Score -4830910 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -4830939.000000 Penalty: 5340.070801
	Iteration 52Q: 3 clusters Score -4830939 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -4830989.500000 Penalty: 5340.070801
	Iteration 53Q: 3 clusters Score -4830990 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -4831031.500000 Penalty: 5340.070801
	Iteration 54Q: 3 clusters Score -4831032 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -4831062.000000 Penalty: 5340.070801
	Iteration 55Q: 3 clusters Score -4831062 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -4831087.500000 Penalty: 5340.070801
	Iteration 56Q: 3 clusters Score -4831088 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -4831127.000000 Penalty: 5340.070801
	Iteration 57Q: 3 clusters Score -4831127 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -4831145.000000 Penalty: 5340.070801
	Iteration 58Q: 3 clusters Score -4831145 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -4831177.000000 Penalty: 5340.070801
	Iteration 59Q: 3 clusters Score -4831177 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -4831217.500000 Penalty: 5340.070801
	Iteration 60F: 3 clusters Score -4831218 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -4831261.500000 Penalty: 5340.070801
	Iteration 61Q: 3 clusters Score -4831262 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -4831306.000000 Penalty: 5340.070801
	Iteration 62Q: 3 clusters Score -4831306 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4831342.500000 Penalty: 5340.070801
	Iteration 63Q: 3 clusters Score -4831342 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -4831388.000000 Penalty: 5340.070801
	Iteration 64Q: 3 clusters Score -4831388 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4831424.500000 Penalty: 5340.070801
	Iteration 65Q: 3 clusters Score -4831424 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -4831467.500000 Penalty: 5340.070801
	Iteration 66Q: 3 clusters Score -4831468 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4831512.000000 Penalty: 5340.070801
	Iteration 67Q: 3 clusters Score -4831512 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4831528.000000 Penalty: 5340.070801
	Iteration 68Q: 3 clusters Score -4831528 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4831558.000000 Penalty: 5340.070801
	Iteration 69Q: 3 clusters Score -4831558 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4831594.000000 Penalty: 5340.070801
	Iteration 70Q: 3 clusters Score -4831594 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4831654.500000 Penalty: 5340.070801
	Iteration 71Q: 3 clusters Score -4831654 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4831698.000000 Penalty: 5340.070801
	Iteration 72Q: 3 clusters Score -4831698 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4831737.500000 Penalty: 5340.070801
	Iteration 73Q: 3 clusters Score -4831738 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4831751.000000 Penalty: 5340.070801
	Iteration 74Q: 3 clusters Score -4831751 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4831777.000000 Penalty: 5340.070801
	Iteration 75Q: 3 clusters Score -4831777 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4831818.000000 Penalty: 5340.070801
	Iteration 76Q: 3 clusters Score -4831818 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4831831.500000 Penalty: 5340.070801
	Iteration 77Q: 3 clusters Score -4831832 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4831853.500000 Penalty: 5340.070801
	Iteration 78Q: 3 clusters Score -4831854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4831883.000000 Penalty: 5340.070801
	Iteration 79Q: 3 clusters Score -4831883 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4831917.500000 Penalty: 5340.070801
	Iteration 80F: 3 clusters Score -4831918 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4831939.500000 Penalty: 5340.070801
	Iteration 81Q: 3 clusters Score -4831940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4831950.500000 Penalty: 5340.070801
	Iteration 82Q: 3 clusters Score -4831950 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4831968.500000 Penalty: 5340.070801
	Iteration 83Q: 3 clusters Score -4831968 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4832006.000000 Penalty: 5340.070801
	Iteration 84Q: 3 clusters Score -4832006 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4832017.000000 Penalty: 5340.070801
	Iteration 85Q: 3 clusters Score -4832017 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4832025.500000 Penalty: 5340.070801
	Iteration 86Q: 3 clusters Score -4832026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4832036.000000 Penalty: 5340.070801
	Iteration 87Q: 3 clusters Score -4832036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4832050.000000 Penalty: 5340.070801
	Iteration 88Q: 3 clusters Score -4832050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4832058.500000 Penalty: 5340.070801
	Iteration 89Q: 3 clusters Score -4832058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4832071.500000 Penalty: 5340.070801
	Iteration 90Q: 3 clusters Score -4832072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4832075.500000 Penalty: 5340.070801
	Iteration 91Q: 3 clusters Score -4832076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4832084.000000 Penalty: 5340.070801
	Iteration 92Q: 3 clusters Score -4832084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4832079.000000 Penalty: 5340.070801
	Iteration 93Q: 3 clusters Score -4832079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4832077.000000 Penalty: 5340.070801
	Iteration 94Q: 3 clusters Score -4832077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4832074.000000 Penalty: 5340.070801
	Iteration 95Q: 3 clusters Score -4832074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4832088.500000 Penalty: 5340.070801
	Iteration 96Q: 3 clusters Score -4832088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4832087.500000 Penalty: 5340.070801
	Iteration 97Q: 3 clusters Score -4832088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4832079.000000 Penalty: 5340.070801
	Iteration 98Q: 3 clusters Score -4832079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4832080.000000 Penalty: 5340.070801
	Iteration 99Q: 3 clusters Score -4832080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4832083.500000 Penalty: 5340.070801
	Iteration 100F: 3 clusters Score -4832084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4832087.500000 Penalty: 5340.070801
	Iteration 101Q: 3 clusters Score -4832088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4832086.500000 Penalty: 5340.070801
	Iteration 102Q: 3 clusters Score -4832086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4832091.500000 Penalty: 5340.070801
	Iteration 103Q: 3 clusters Score -4832092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4832087.000000 Penalty: 5340.070801
	Iteration 104Q: 3 clusters Score -4832087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4832095.000000 Penalty: 5340.070801
	Iteration 105Q: 3 clusters Score -4832095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4832089.000000 Penalty: 5340.070801
	Iteration 106Q: 3 clusters Score -4832089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4832097.000000 Penalty: 5340.070801
	Iteration 107Q: 3 clusters Score -4832097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4832096.000000 Penalty: 5340.070801
	Iteration 108Q: 3 clusters Score -4832096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4832103.500000 Penalty: 5340.070801
	Iteration 109Q: 3 clusters Score -4832104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4832103.500000 Penalty: 5340.070801
	Iteration 110Q: 3 clusters Score -4832104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4832114.500000 Penalty: 5340.070801
	Iteration 111Q: 3 clusters Score -4832114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4832116.500000 Penalty: 5340.070801
	Iteration 112Q: 3 clusters Score -4832116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4832127.000000 Penalty: 5340.070801
	Iteration 113Q: 3 clusters Score -4832127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4832125.000000 Penalty: 5340.070801
	Iteration 114Q: 3 clusters Score -4832125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4832122.000000 Penalty: 5340.070801
	Iteration 115Q: 3 clusters Score -4832122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4832123.000000 Penalty: 5340.070801
	Iteration 116Q: 3 clusters Score -4832123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4832127.000000 Penalty: 5340.070801
	Iteration 117Q: 3 clusters Score -4832127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4832129.000000 Penalty: 5340.070801
	Iteration 118Q: 3 clusters Score -4832129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4832135.000000 Penalty: 5340.070801
	Iteration 119Q: 3 clusters Score -4832135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4832127.000000 Penalty: 5340.070801
	Iteration 120F: 3 clusters Score -4832127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4832124.000000 Penalty: 5340.070801
	Iteration 121Q: 3 clusters Score -4832124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4832125.500000 Penalty: 5340.070801
	Iteration 122Q: 3 clusters Score -4832126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4832131.500000 Penalty: 5340.070801
	Iteration 123Q: 3 clusters Score -4832132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4832130.000000 Penalty: 5340.070801
	Iteration 124Q: 3 clusters Score -4832130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4832130.000000 Penalty: 5340.070801
	Iteration 125Q: 3 clusters Score -4832130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4832129.000000 Penalty: 5340.070801
	Iteration 126Q: 3 clusters Score -4832129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4832134.000000 Penalty: 5340.070801
	Iteration 127Q: 3 clusters Score -4832134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4832132.500000 Penalty: 5340.070801
	Iteration 128Q: 3 clusters Score -4832132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4832132.500000 Penalty: 5340.070801
	Iteration 129Q: 3 clusters Score -4832132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4832135.500000 Penalty: 5340.070801
	Iteration 130Q: 3 clusters Score -4832136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4832132.500000 Penalty: 5340.070801
	Iteration 131Q: 3 clusters Score -4832132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4832130.000000 Penalty: 5340.070801
	Iteration 132Q: 3 clusters Score -4832130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4832130.000000 Penalty: 5340.070801
	Iteration 133F: 3 clusters Score -4832130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Entering Unmasked Estep 
Score: -4209487.500000 Penalty: 2643.891357
	Iteration 0F: 2 clusters Score -4209488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -4180680.000000 Penalty: 5287.782715
	Iteration 0F: 3 clusters Score -4180680 nChanged 19537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -4191620.250000 Penalty: 5287.782715
	Iteration 1F: 3 clusters Score -4191620 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -4192498.500000 Penalty: 5287.782715
	Iteration 2Q: 3 clusters Score -4192498 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -4193662.250000 Penalty: 5287.782715
	Iteration 3F: 3 clusters Score -4193662 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -4195141.000000 Penalty: 5287.782715
	Iteration 4F: 3 clusters Score -4195141 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -4196799.500000 Penalty: 5287.782715
	Iteration 5F: 3 clusters Score -4196800 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -4198434.000000 Penalty: 5287.782715
	Iteration 6F: 3 clusters Score -4198434 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -4199944.500000 Penalty: 5287.782715
	Iteration 7F: 3 clusters Score -4199944 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -4201271.500000 Penalty: 5287.782715
	Iteration 8Q: 3 clusters Score -4201272 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -4202454.500000 Penalty: 5287.782715
	Iteration 9Q: 3 clusters Score -4202454 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -4203634.500000 Penalty: 5287.782715
	Iteration 10Q: 3 clusters Score -4203634 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -4204630.000000 Penalty: 5287.782715
	Iteration 11Q: 3 clusters Score -4204630 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4205401.000000 Penalty: 5287.782715
	Iteration 12Q: 3 clusters Score -4205401 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -4205970.000000 Penalty: 5287.782715
	Iteration 13Q: 3 clusters Score -4205970 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -4206363.000000 Penalty: 5287.782715
	Iteration 14Q: 3 clusters Score -4206363 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -4206675.500000 Penalty: 5287.782715
	Iteration 15Q: 3 clusters Score -4206676 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -4206850.500000 Penalty: 5287.782715
	Iteration 16Q: 3 clusters Score -4206850 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -4206967.500000 Penalty: 5287.782715
	Iteration 17Q: 3 clusters Score -4206968 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -4207079.500000 Penalty: 5287.782715
	Iteration 18Q: 3 clusters Score -4207080 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -4207172.000000 Penalty: 5287.782715
	Iteration 19Q: 3 clusters Score -4207172 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -4207253.500000 Penalty: 5287.782715
	Iteration 20F: 3 clusters Score -4207254 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -4207317.500000 Penalty: 5287.782715
	Iteration 21Q: 3 clusters Score -4207318 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -4207399.000000 Penalty: 5287.782715
	Iteration 22Q: 3 clusters Score -4207399 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -4207446.000000 Penalty: 5287.782715
	Iteration 23Q: 3 clusters Score -4207446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -4207480.000000 Penalty: 5287.782715
	Iteration 24Q: 3 clusters Score -4207480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -4207531.500000 Penalty: 5287.782715
	Iteration 25Q: 3 clusters Score -4207532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -4207552.000000 Penalty: 5287.782715
	Iteration 26Q: 3 clusters Score -4207552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -4207581.500000 Penalty: 5287.782715
	Iteration 27Q: 3 clusters Score -4207582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -4207613.000000 Penalty: 5287.782715
	Iteration 28Q: 3 clusters Score -4207613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -4207630.500000 Penalty: 5287.782715
	Iteration 29Q: 3 clusters Score -4207630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -4207646.000000 Penalty: 5287.782715
	Iteration 30Q: 3 clusters Score -4207646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -4207657.500000 Penalty: 5287.782715
	Iteration 31Q: 3 clusters Score -4207658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -4207661.500000 Penalty: 5287.782715
	Iteration 32Q: 3 clusters Score -4207662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -4207675.500000 Penalty: 5287.782715
	Iteration 33Q: 3 clusters Score -4207676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -4207687.000000 Penalty: 5287.782715
	Iteration 34Q: 3 clusters Score -4207687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -4207684.000000 Penalty: 5287.782715
	Iteration 35Q: 3 clusters Score -4207684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -4207697.000000 Penalty: 5287.782715
	Iteration 36Q: 3 clusters Score -4207697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -4207701.000000 Penalty: 5287.782715
	Iteration 37Q: 3 clusters Score -4207701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -4207707.500000 Penalty: 5287.782715
	Iteration 38Q: 3 clusters Score -4207708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4207707.000000 Penalty: 5287.782715
	Iteration 39Q: 3 clusters Score -4207707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -4207711.500000 Penalty: 5287.782715
	Iteration 40F: 3 clusters Score -4207712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -4207712.500000 Penalty: 5287.782715
	Iteration 41Q: 3 clusters Score -4207712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -4207713.000000 Penalty: 5287.782715
	Iteration 42Q: 3 clusters Score -4207713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -4207718.000000 Penalty: 5287.782715
	Iteration 43Q: 3 clusters Score -4207718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -4207717.000000 Penalty: 5287.782715
	Iteration 44Q: 3 clusters Score -4207717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -4207718.500000 Penalty: 5287.782715
	Iteration 45Q: 3 clusters Score -4207718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -4207720.500000 Penalty: 5287.782715
	Iteration 46Q: 3 clusters Score -4207720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -4207722.500000 Penalty: 5287.782715
	Iteration 47Q: 3 clusters Score -4207722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -4207722.500000 Penalty: 5287.782715
	Iteration 48F: 3 clusters Score -4207722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Entering Unmasked Estep 
Score: -3449212.250000 Penalty: 2597.492676
	Iteration 0F: 2 clusters Score -3449212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3425222.750000 Penalty: 5194.985352
	Iteration 0F: 3 clusters Score -3425223 nChanged 16159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -3433932.500000 Penalty: 5194.985352
	Iteration 1F: 3 clusters Score -3433932 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3434489.500000 Penalty: 5194.985352
	Iteration 2Q: 3 clusters Score -3434490 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3435085.250000 Penalty: 5194.985352
	Iteration 3Q: 3 clusters Score -3435085 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -3435806.750000 Penalty: 5194.985352
	Iteration 4Q: 3 clusters Score -3435807 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3436824.500000 Penalty: 5194.985352
	Iteration 5F: 3 clusters Score -3436824 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3438237.500000 Penalty: 5194.985352
	Iteration 6F: 3 clusters Score -3438238 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -3439925.250000 Penalty: 5194.985352
	Iteration 7F: 3 clusters Score -3439925 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3441738.500000 Penalty: 5194.985352
	Iteration 8F: 3 clusters Score -3441738 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -3443367.250000 Penalty: 5194.985352
	Iteration 9F: 3 clusters Score -3443367 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -3444662.500000 Penalty: 5194.985352
	Iteration 10Q: 3 clusters Score -3444662 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -3445539.750000 Penalty: 5194.985352
	Iteration 11Q: 3 clusters Score -3445540 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -3446088.500000 Penalty: 5194.985352
	Iteration 12Q: 3 clusters Score -3446088 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -3446448.000000 Penalty: 5194.985352
	Iteration 13Q: 3 clusters Score -3446448 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -3446660.750000 Penalty: 5194.985352
	Iteration 14Q: 3 clusters Score -3446661 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -3446796.500000 Penalty: 5194.985352
	Iteration 15Q: 3 clusters Score -3446796 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -3446883.750000 Penalty: 5194.985352
	Iteration 16Q: 3 clusters Score -3446884 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -3446942.500000 Penalty: 5194.985352
	Iteration 17Q: 3 clusters Score -3446942 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -3446999.750000 Penalty: 5194.985352
	Iteration 18Q: 3 clusters Score -3447000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -3447042.250000 Penalty: 5194.985352
	Iteration 19Q: 3 clusters Score -3447042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -3447070.750000 Penalty: 5194.985352
	Iteration 20F: 3 clusters Score -3447071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -3447080.000000 Penalty: 5194.985352
	Iteration 21Q: 3 clusters Score -3447080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -3447097.750000 Penalty: 5194.985352
	Iteration 22Q: 3 clusters Score -3447098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -3447105.250000 Penalty: 5194.985352
	Iteration 23Q: 3 clusters Score -3447105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -3447124.750000 Penalty: 5194.985352
	Iteration 24Q: 3 clusters Score -3447125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -3447133.750000 Penalty: 5194.985352
	Iteration 25Q: 3 clusters Score -3447134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -3447142.500000 Penalty: 5194.985352
	Iteration 26Q: 3 clusters Score -3447142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -3447142.750000 Penalty: 5194.985352
	Iteration 27Q: 3 clusters Score -3447143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -3447146.500000 Penalty: 5194.985352
	Iteration 28Q: 3 clusters Score -3447146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -3447153.250000 Penalty: 5194.985352
	Iteration 29Q: 3 clusters Score -3447153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -3447160.750000 Penalty: 5194.985352
	Iteration 30Q: 3 clusters Score -3447161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -3447162.750000 Penalty: 5194.985352
	Iteration 31Q: 3 clusters Score -3447163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -3447165.750000 Penalty: 5194.985352
	Iteration 32Q: 3 clusters Score -3447166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -3447173.500000 Penalty: 5194.985352
	Iteration 33Q: 3 clusters Score -3447174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -3447183.000000 Penalty: 5194.985352
	Iteration 34Q: 3 clusters Score -3447183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -3447183.500000 Penalty: 5194.985352
	Iteration 35Q: 3 clusters Score -3447184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -3447188.750000 Penalty: 5194.985352
	Iteration 36Q: 3 clusters Score -3447189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -3447189.750000 Penalty: 5194.985352
	Iteration 37Q: 3 clusters Score -3447190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -3447189.500000 Penalty: 5194.985352
	Iteration 38Q: 3 clusters Score -3447190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -3447193.000000 Penalty: 5194.985352
	Iteration 39Q: 3 clusters Score -3447193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -3447194.500000 Penalty: 5194.985352
	Iteration 40F: 3 clusters Score -3447194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -3447192.500000 Penalty: 5194.985352
	Iteration 41Q: 3 clusters Score -3447192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -3447193.500000 Penalty: 5194.985352
	Iteration 42Q: 3 clusters Score -3447194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -3447205.750000 Penalty: 5194.985352
	Iteration 43Q: 3 clusters Score -3447206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -3447203.750000 Penalty: 5194.985352
	Iteration 44Q: 3 clusters Score -3447204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -3447208.250000 Penalty: 5194.985352
	Iteration 45Q: 3 clusters Score -3447208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -3447206.750000 Penalty: 5194.985352
	Iteration 46Q: 3 clusters Score -3447207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -3447208.750000 Penalty: 5194.985352
	Iteration 47Q: 3 clusters Score -3447209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -3447209.750000 Penalty: 5194.985352
	Iteration 48Q: 3 clusters Score -3447210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -3447219.500000 Penalty: 5194.985352
	Iteration 49Q: 3 clusters Score -3447220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -3447220.250000 Penalty: 5194.985352
	Iteration 50Q: 3 clusters Score -3447220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -3447220.250000 Penalty: 5194.985352
	Iteration 51F: 3 clusters Score -3447220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Entering Unmasked Estep 
Score: -6503310.000000 Penalty: 2747.679932
	Iteration 0F: 2 clusters Score -6503310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -6459681.500000 Penalty: 5495.359863
	Iteration 0F: 3 clusters Score -6459682 nChanged 30160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -6476604.000000 Penalty: 5495.359863
	Iteration 1F: 3 clusters Score -6476604 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -6477144.500000 Penalty: 5495.359863
	Iteration 2Q: 3 clusters Score -6477144 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -6477695.500000 Penalty: 5495.359863
	Iteration 3Q: 3 clusters Score -6477696 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -6478239.000000 Penalty: 5495.359863
	Iteration 4Q: 3 clusters Score -6478239 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -6478954.000000 Penalty: 5495.359863
	Iteration 5Q: 3 clusters Score -6478954 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -6479843.500000 Penalty: 5495.359863
	Iteration 6Q: 3 clusters Score -6479844 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -6481001.500000 Penalty: 5495.359863
	Iteration 7Q: 3 clusters Score -6481002 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -6482953.000000 Penalty: 5495.359863
	Iteration 8Q: 3 clusters Score -6482953 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -6485860.000000 Penalty: 5495.359863
	Iteration 9F: 3 clusters Score -6485860 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -6489720.500000 Penalty: 5495.359863
	Iteration 10F: 3 clusters Score -6489720 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -6493482.000000 Penalty: 5495.359863
	Iteration 11F: 3 clusters Score -6493482 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -6496646.000000 Penalty: 5495.359863
	Iteration 12F: 3 clusters Score -6496646 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -6498518.500000 Penalty: 5495.359863
	Iteration 13Q: 3 clusters Score -6498518 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -6499557.500000 Penalty: 5495.359863
	Iteration 14Q: 3 clusters Score -6499558 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6500146.000000 Penalty: 5495.359863
	Iteration 15Q: 3 clusters Score -6500146 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6500478.500000 Penalty: 5495.359863
	Iteration 16Q: 3 clusters Score -6500478 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6500710.000000 Penalty: 5495.359863
	Iteration 17Q: 3 clusters Score -6500710 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6500856.000000 Penalty: 5495.359863
	Iteration 18Q: 3 clusters Score -6500856 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6500939.000000 Penalty: 5495.359863
	Iteration 19Q: 3 clusters Score -6500939 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6501013.500000 Penalty: 5495.359863
	Iteration 20F: 3 clusters Score -6501014 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6501064.500000 Penalty: 5495.359863
	Iteration 21Q: 3 clusters Score -6501064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6501094.000000 Penalty: 5495.359863
	Iteration 22Q: 3 clusters Score -6501094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6501121.000000 Penalty: 5495.359863
	Iteration 23Q: 3 clusters Score -6501121 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6501142.000000 Penalty: 5495.359863
	Iteration 24Q: 3 clusters Score -6501142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6501164.500000 Penalty: 5495.359863
	Iteration 25Q: 3 clusters Score -6501164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6501162.500000 Penalty: 5495.359863
	Iteration 26Q: 3 clusters Score -6501162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6501180.500000 Penalty: 5495.359863
	Iteration 27Q: 3 clusters Score -6501180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6501190.000000 Penalty: 5495.359863
	Iteration 28Q: 3 clusters Score -6501190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6501194.000000 Penalty: 5495.359863
	Iteration 29Q: 3 clusters Score -6501194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6501206.000000 Penalty: 5495.359863
	Iteration 30Q: 3 clusters Score -6501206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6501210.000000 Penalty: 5495.359863
	Iteration 31Q: 3 clusters Score -6501210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6501212.500000 Penalty: 5495.359863
	Iteration 32Q: 3 clusters Score -6501212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6501210.000000 Penalty: 5495.359863
	Iteration 33Q: 3 clusters Score -6501210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6501217.500000 Penalty: 5495.359863
	Iteration 34Q: 3 clusters Score -6501218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6501218.000000 Penalty: 5495.359863
	Iteration 35Q: 3 clusters Score -6501218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63977 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6501220.000000 Penalty: 5495.359863
	Iteration 36Q: 3 clusters Score -6501220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6501220.000000 Penalty: 5495.359863
	Iteration 37Q: 3 clusters Score -6501220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6501219.500000 Penalty: 5495.359863
	Iteration 38Q: 3 clusters Score -6501220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6501219.500000 Penalty: 5495.359863
	Iteration 39F: 3 clusters Score -6501220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Entering Unmasked Estep 
Score: -1633296.750000 Penalty: 2409.077148
	Iteration 0F: 2 clusters Score -1633297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1621510.875000 Penalty: 4818.154297
	Iteration 0F: 3 clusters Score -1621511 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1625292.625000 Penalty: 4818.154297
	Iteration 1F: 3 clusters Score -1625293 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1625708.250000 Penalty: 4818.154297
	Iteration 2F: 3 clusters Score -1625708 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1626033.625000 Penalty: 4818.154297
	Iteration 3F: 3 clusters Score -1626034 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1626272.875000 Penalty: 4818.154297
	Iteration 4Q: 3 clusters Score -1626273 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1626500.125000 Penalty: 4818.154297
	Iteration 5Q: 3 clusters Score -1626500 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1626723.250000 Penalty: 4818.154297
	Iteration 6Q: 3 clusters Score -1626723 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1626961.000000 Penalty: 4818.154297
	Iteration 7Q: 3 clusters Score -1626961 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1627245.750000 Penalty: 4818.154297
	Iteration 8Q: 3 clusters Score -1627246 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1627580.500000 Penalty: 4818.154297
	Iteration 9Q: 3 clusters Score -1627580 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1628002.750000 Penalty: 4818.154297
	Iteration 10Q: 3 clusters Score -1628003 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1628471.125000 Penalty: 4818.154297
	Iteration 11Q: 3 clusters Score -1628471 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1628898.500000 Penalty: 4818.154297
	Iteration 12Q: 3 clusters Score -1628898 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1629253.125000 Penalty: 4818.154297
	Iteration 13Q: 3 clusters Score -1629253 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1629503.875000 Penalty: 4818.154297
	Iteration 14Q: 3 clusters Score -1629504 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1629685.875000 Penalty: 4818.154297
	Iteration 15Q: 3 clusters Score -1629686 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1629832.625000 Penalty: 4818.154297
	Iteration 16Q: 3 clusters Score -1629833 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1629939.875000 Penalty: 4818.154297
	Iteration 17Q: 3 clusters Score -1629940 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1630025.875000 Penalty: 4818.154297
	Iteration 18Q: 3 clusters Score -1630026 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1630098.625000 Penalty: 4818.154297
	Iteration 19Q: 3 clusters Score -1630099 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1630163.250000 Penalty: 4818.154297
	Iteration 20F: 3 clusters Score -1630163 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1630220.375000 Penalty: 4818.154297
	Iteration 21Q: 3 clusters Score -1630220 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1630299.000000 Penalty: 4818.154297
	Iteration 22Q: 3 clusters Score -1630299 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1630390.625000 Penalty: 4818.154297
	Iteration 23Q: 3 clusters Score -1630391 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1630491.875000 Penalty: 4818.154297
	Iteration 24Q: 3 clusters Score -1630492 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1630582.375000 Penalty: 4818.154297
	Iteration 25Q: 3 clusters Score -1630582 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1630658.250000 Penalty: 4818.154297
	Iteration 26Q: 3 clusters Score -1630658 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1630725.500000 Penalty: 4818.154297
	Iteration 27Q: 3 clusters Score -1630726 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1630779.375000 Penalty: 4818.154297
	Iteration 28Q: 3 clusters Score -1630779 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1630835.000000 Penalty: 4818.154297
	Iteration 29Q: 3 clusters Score -1630835 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1630879.875000 Penalty: 4818.154297
	Iteration 30Q: 3 clusters Score -1630880 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1630937.125000 Penalty: 4818.154297
	Iteration 31Q: 3 clusters Score -1630937 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1630971.625000 Penalty: 4818.154297
	Iteration 32Q: 3 clusters Score -1630972 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1631003.500000 Penalty: 4818.154297
	Iteration 33Q: 3 clusters Score -1631004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1631025.500000 Penalty: 4818.154297
	Iteration 34Q: 3 clusters Score -1631026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1631052.375000 Penalty: 4818.154297
	Iteration 35Q: 3 clusters Score -1631052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1631067.000000 Penalty: 4818.154297
	Iteration 36Q: 3 clusters Score -1631067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1631083.750000 Penalty: 4818.154297
	Iteration 37Q: 3 clusters Score -1631084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1631100.250000 Penalty: 4818.154297
	Iteration 38Q: 3 clusters Score -1631100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1631116.750000 Penalty: 4818.154297
	Iteration 39Q: 3 clusters Score -1631117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1631132.500000 Penalty: 4818.154297
	Iteration 40F: 3 clusters Score -1631132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1631145.625000 Penalty: 4818.154297
	Iteration 41Q: 3 clusters Score -1631146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1631151.000000 Penalty: 4818.154297
	Iteration 42Q: 3 clusters Score -1631151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1631158.750000 Penalty: 4818.154297
	Iteration 43Q: 3 clusters Score -1631159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1631171.125000 Penalty: 4818.154297
	Iteration 44Q: 3 clusters Score -1631171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1631181.000000 Penalty: 4818.154297
	Iteration 45Q: 3 clusters Score -1631181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1631197.750000 Penalty: 4818.154297
	Iteration 46Q: 3 clusters Score -1631198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1631202.875000 Penalty: 4818.154297
	Iteration 47Q: 3 clusters Score -1631203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1631213.250000 Penalty: 4818.154297
	Iteration 48Q: 3 clusters Score -1631213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1631215.750000 Penalty: 4818.154297
	Iteration 49Q: 3 clusters Score -1631216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1631229.500000 Penalty: 4818.154297
	Iteration 50Q: 3 clusters Score -1631230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1631230.625000 Penalty: 4818.154297
	Iteration 51Q: 3 clusters Score -1631231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1631233.750000 Penalty: 4818.154297
	Iteration 52Q: 3 clusters Score -1631234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1631234.750000 Penalty: 4818.154297
	Iteration 53Q: 3 clusters Score -1631235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1631242.625000 Penalty: 4818.154297
	Iteration 54Q: 3 clusters Score -1631243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1631247.875000 Penalty: 4818.154297
	Iteration 55Q: 3 clusters Score -1631248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1631250.875000 Penalty: 4818.154297
	Iteration 56Q: 3 clusters Score -1631251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1631253.625000 Penalty: 4818.154297
	Iteration 57Q: 3 clusters Score -1631254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1631252.750000 Penalty: 4818.154297
	Iteration 58Q: 3 clusters Score -1631253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1631255.375000 Penalty: 4818.154297
	Iteration 59Q: 3 clusters Score -1631255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1631256.750000 Penalty: 4818.154297
	Iteration 60F: 3 clusters Score -1631257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1631256.000000 Penalty: 4818.154297
	Iteration 61Q: 3 clusters Score -1631256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1631254.750000 Penalty: 4818.154297
	Iteration 62Q: 3 clusters Score -1631255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1631254.750000 Penalty: 4818.154297
	Iteration 63Q: 3 clusters Score -1631255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1631256.250000 Penalty: 4818.154297
	Iteration 64Q: 3 clusters Score -1631256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1631254.125000 Penalty: 4818.154297
	Iteration 65Q: 3 clusters Score -1631254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1631253.875000 Penalty: 4818.154297
	Iteration 66Q: 3 clusters Score -1631254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1631254.875000 Penalty: 4818.154297
	Iteration 67Q: 3 clusters Score -1631255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1631255.625000 Penalty: 4818.154297
	Iteration 68Q: 3 clusters Score -1631256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1631254.500000 Penalty: 4818.154297
	Iteration 69Q: 3 clusters Score -1631254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1631256.125000 Penalty: 4818.154297
	Iteration 70Q: 3 clusters Score -1631256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1631256.375000 Penalty: 4818.154297
	Iteration 71Q: 3 clusters Score -1631256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1631257.250000 Penalty: 4818.154297
	Iteration 72Q: 3 clusters Score -1631257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1631257.500000 Penalty: 4818.154297
	Iteration 73Q: 3 clusters Score -1631258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1631257.500000 Penalty: 4818.154297
	Iteration 74F: 3 clusters Score -1631258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Entering Unmasked Estep 
Score: -1537726.000000 Penalty: 2387.743408
	Iteration 0F: 2 clusters Score -1537726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1526761.500000 Penalty: 4775.486816
	Iteration 0F: 3 clusters Score -1526762 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1530156.250000 Penalty: 4775.486816
	Iteration 1F: 3 clusters Score -1530156 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1530495.875000 Penalty: 4775.486816
	Iteration 2F: 3 clusters Score -1530496 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1530795.750000 Penalty: 4775.486816
	Iteration 3Q: 3 clusters Score -1530796 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1531112.500000 Penalty: 4775.486816
	Iteration 4Q: 3 clusters Score -1531112 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1531470.125000 Penalty: 4775.486816
	Iteration 5Q: 3 clusters Score -1531470 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1531861.625000 Penalty: 4775.486816
	Iteration 6Q: 3 clusters Score -1531862 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1532265.875000 Penalty: 4775.486816
	Iteration 7Q: 3 clusters Score -1532266 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1532682.500000 Penalty: 4775.486816
	Iteration 8Q: 3 clusters Score -1532682 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1533124.500000 Penalty: 4775.486816
	Iteration 9Q: 3 clusters Score -1533124 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1533584.875000 Penalty: 4775.486816
	Iteration 10Q: 3 clusters Score -1533585 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1534017.250000 Penalty: 4775.486816
	Iteration 11Q: 3 clusters Score -1534017 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1534371.250000 Penalty: 4775.486816
	Iteration 12Q: 3 clusters Score -1534371 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1534668.500000 Penalty: 4775.486816
	Iteration 13Q: 3 clusters Score -1534668 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1534885.375000 Penalty: 4775.486816
	Iteration 14Q: 3 clusters Score -1534885 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1535064.625000 Penalty: 4775.486816
	Iteration 15Q: 3 clusters Score -1535065 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1535206.750000 Penalty: 4775.486816
	Iteration 16Q: 3 clusters Score -1535207 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1535339.000000 Penalty: 4775.486816
	Iteration 17Q: 3 clusters Score -1535339 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1535494.250000 Penalty: 4775.486816
	Iteration 18Q: 3 clusters Score -1535494 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1535662.875000 Penalty: 4775.486816
	Iteration 19Q: 3 clusters Score -1535663 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1535816.750000 Penalty: 4775.486816
	Iteration 20F: 3 clusters Score -1535817 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1535888.000000 Penalty: 4775.486816
	Iteration 21Q: 3 clusters Score -1535888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1535964.500000 Penalty: 4775.486816
	Iteration 22Q: 3 clusters Score -1535964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1536039.750000 Penalty: 4775.486816
	Iteration 23Q: 3 clusters Score -1536040 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1536086.750000 Penalty: 4775.486816
	Iteration 24Q: 3 clusters Score -1536087 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1536118.625000 Penalty: 4775.486816
	Iteration 25Q: 3 clusters Score -1536119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1536139.250000 Penalty: 4775.486816
	Iteration 26Q: 3 clusters Score -1536139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1536150.125000 Penalty: 4775.486816
	Iteration 27Q: 3 clusters Score -1536150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1536168.500000 Penalty: 4775.486816
	Iteration 28Q: 3 clusters Score -1536168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1536177.750000 Penalty: 4775.486816
	Iteration 29Q: 3 clusters Score -1536178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1536182.000000 Penalty: 4775.486816
	Iteration 30Q: 3 clusters Score -1536182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1536186.000000 Penalty: 4775.486816
	Iteration 31Q: 3 clusters Score -1536186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1536190.125000 Penalty: 4775.486816
	Iteration 32Q: 3 clusters Score -1536190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1536192.875000 Penalty: 4775.486816
	Iteration 33Q: 3 clusters Score -1536193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1536191.625000 Penalty: 4775.486816
	Iteration 34Q: 3 clusters Score -1536192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1536189.375000 Penalty: 4775.486816
	Iteration 35Q: 3 clusters Score -1536189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1536193.375000 Penalty: 4775.486816
	Iteration 36Q: 3 clusters Score -1536193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1536200.750000 Penalty: 4775.486816
	Iteration 37Q: 3 clusters Score -1536201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1536202.250000 Penalty: 4775.486816
	Iteration 38Q: 3 clusters Score -1536202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1536204.750000 Penalty: 4775.486816
	Iteration 39Q: 3 clusters Score -1536205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1536207.875000 Penalty: 4775.486816
	Iteration 40F: 3 clusters Score -1536208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1536208.875000 Penalty: 4775.486816
	Iteration 41Q: 3 clusters Score -1536209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1536208.375000 Penalty: 4775.486816
	Iteration 42Q: 3 clusters Score -1536208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1536209.250000 Penalty: 4775.486816
	Iteration 43Q: 3 clusters Score -1536209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1536212.000000 Penalty: 4775.486816
	Iteration 44Q: 3 clusters Score -1536212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1536212.625000 Penalty: 4775.486816
	Iteration 45Q: 3 clusters Score -1536213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1536211.750000 Penalty: 4775.486816
	Iteration 46Q: 3 clusters Score -1536212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1536215.875000 Penalty: 4775.486816
	Iteration 47Q: 3 clusters Score -1536216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1536216.875000 Penalty: 4775.486816
	Iteration 48Q: 3 clusters Score -1536217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1536216.875000 Penalty: 4775.486816
	Iteration 49F: 3 clusters Score -1536217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Entering Unmasked Estep 
Score: -7046128.500000 Penalty: 2764.665283
	Iteration 0F: 2 clusters Score -7046128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -6999670.500000 Penalty: 5529.330566
	Iteration 0F: 3 clusters Score -6999670 nChanged 32382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -7017779.500000 Penalty: 5529.330566
	Iteration 1F: 3 clusters Score -7017780 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -7018258.500000 Penalty: 5529.330566
	Iteration 2Q: 3 clusters Score -7018258 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -7018776.500000 Penalty: 5529.330566
	Iteration 3Q: 3 clusters Score -7018776 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -7019495.500000 Penalty: 5529.330566
	Iteration 4Q: 3 clusters Score -7019496 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -7020645.500000 Penalty: 5529.330566
	Iteration 5Q: 3 clusters Score -7020646 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -7022476.500000 Penalty: 5529.330566
	Iteration 6F: 3 clusters Score -7022476 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -7025762.500000 Penalty: 5529.330566
	Iteration 7F: 3 clusters Score -7025762 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -7030573.500000 Penalty: 5529.330566
	Iteration 8F: 3 clusters Score -7030574 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -7036126.500000 Penalty: 5529.330566
	Iteration 9F: 3 clusters Score -7036126 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -7040165.000000 Penalty: 5529.330566
	Iteration 10F: 3 clusters Score -7040165 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7042336.000000 Penalty: 5529.330566
	Iteration 11Q: 3 clusters Score -7042336 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7043107.500000 Penalty: 5529.330566
	Iteration 12Q: 3 clusters Score -7043108 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7043401.500000 Penalty: 5529.330566
	Iteration 13Q: 3 clusters Score -7043402 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7043562.500000 Penalty: 5529.330566
	Iteration 14Q: 3 clusters Score -7043562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7043630.000000 Penalty: 5529.330566
	Iteration 15Q: 3 clusters Score -7043630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7043661.500000 Penalty: 5529.330566
	Iteration 16Q: 3 clusters Score -7043662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69054 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7043680.500000 Penalty: 5529.330566
	Iteration 17Q: 3 clusters Score -7043680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69057 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7043686.000000 Penalty: 5529.330566
	Iteration 18Q: 3 clusters Score -7043686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69064 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7043696.000000 Penalty: 5529.330566
	Iteration 19Q: 3 clusters Score -7043696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69070 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7043714.000000 Penalty: 5529.330566
	Iteration 20F: 3 clusters Score -7043714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7043726.000000 Penalty: 5529.330566
	Iteration 21Q: 3 clusters Score -7043726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7043748.500000 Penalty: 5529.330566
	Iteration 22Q: 3 clusters Score -7043748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7043757.000000 Penalty: 5529.330566
	Iteration 23Q: 3 clusters Score -7043757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7043758.500000 Penalty: 5529.330566
	Iteration 24Q: 3 clusters Score -7043758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7043771.000000 Penalty: 5529.330566
	Iteration 25Q: 3 clusters Score -7043771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7043778.000000 Penalty: 5529.330566
	Iteration 26Q: 3 clusters Score -7043778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7043778.000000 Penalty: 5529.330566
	Iteration 27Q: 3 clusters Score -7043778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7043781.500000 Penalty: 5529.330566
	Iteration 28Q: 3 clusters Score -7043782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7043781.500000 Penalty: 5529.330566
	Iteration 29F: 3 clusters Score -7043782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Entering Unmasked Estep 
Score: -764558.375000 Penalty: 2213.973877
	Iteration 0F: 2 clusters Score -764558.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -758461.437500 Penalty: 4427.947754
	Iteration 0F: 3 clusters Score -758461.4 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -760078.312500 Penalty: 4427.947754
	Iteration 1F: 3 clusters Score -760078.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -760358.500000 Penalty: 4427.947754
	Iteration 2F: 3 clusters Score -760358.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -760564.312500 Penalty: 4427.947754
	Iteration 3F: 3 clusters Score -760564.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -760723.375000 Penalty: 4427.947754
	Iteration 4Q: 3 clusters Score -760723.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -760882.500000 Penalty: 4427.947754
	Iteration 5Q: 3 clusters Score -760882.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -761061.312500 Penalty: 4427.947754
	Iteration 6Q: 3 clusters Score -761061.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -761256.375000 Penalty: 4427.947754
	Iteration 7Q: 3 clusters Score -761256.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -761428.250000 Penalty: 4427.947754
	Iteration 8Q: 3 clusters Score -761428.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -761621.250000 Penalty: 4427.947754
	Iteration 9Q: 3 clusters Score -761621.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -761816.000000 Penalty: 4427.947754
	Iteration 10Q: 3 clusters Score -761816 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -761995.812500 Penalty: 4427.947754
	Iteration 11Q: 3 clusters Score -761995.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -762153.437500 Penalty: 4427.947754
	Iteration 12Q: 3 clusters Score -762153.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -762285.687500 Penalty: 4427.947754
	Iteration 13Q: 3 clusters Score -762285.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -762396.687500 Penalty: 4427.947754
	Iteration 14Q: 3 clusters Score -762396.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -762459.625000 Penalty: 4427.947754
	Iteration 15Q: 3 clusters Score -762459.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -762500.125000 Penalty: 4427.947754
	Iteration 16Q: 3 clusters Score -762500.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -762541.812500 Penalty: 4427.947754
	Iteration 17Q: 3 clusters Score -762541.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -762570.437500 Penalty: 4427.947754
	Iteration 18Q: 3 clusters Score -762570.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -762596.375000 Penalty: 4427.947754
	Iteration 19Q: 3 clusters Score -762596.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -762617.687500 Penalty: 4427.947754
	Iteration 20F: 3 clusters Score -762617.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -762630.687500 Penalty: 4427.947754
	Iteration 21Q: 3 clusters Score -762630.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -762647.812500 Penalty: 4427.947754
	Iteration 22Q: 3 clusters Score -762647.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -762660.187500 Penalty: 4427.947754
	Iteration 23Q: 3 clusters Score -762660.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -762665.750000 Penalty: 4427.947754
	Iteration 24Q: 3 clusters Score -762665.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -762675.687500 Penalty: 4427.947754
	Iteration 25Q: 3 clusters Score -762675.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -762680.125000 Penalty: 4427.947754
	Iteration 26Q: 3 clusters Score -762680.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -762687.125000 Penalty: 4427.947754
	Iteration 27Q: 3 clusters Score -762687.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -762694.250000 Penalty: 4427.947754
	Iteration 28Q: 3 clusters Score -762694.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -762702.875000 Penalty: 4427.947754
	Iteration 29Q: 3 clusters Score -762702.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -762709.375000 Penalty: 4427.947754
	Iteration 30Q: 3 clusters Score -762709.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -762718.375000 Penalty: 4427.947754
	Iteration 31Q: 3 clusters Score -762718.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -762725.812500 Penalty: 4427.947754
	Iteration 32Q: 3 clusters Score -762725.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -762735.750000 Penalty: 4427.947754
	Iteration 33Q: 3 clusters Score -762735.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -762738.375000 Penalty: 4427.947754
	Iteration 34Q: 3 clusters Score -762738.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -762741.250000 Penalty: 4427.947754
	Iteration 35Q: 3 clusters Score -762741.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -762743.250000 Penalty: 4427.947754
	Iteration 36Q: 3 clusters Score -762743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -762743.562500 Penalty: 4427.947754
	Iteration 37Q: 3 clusters Score -762743.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -762745.625000 Penalty: 4427.947754
	Iteration 38Q: 3 clusters Score -762745.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -762746.562500 Penalty: 4427.947754
	Iteration 39Q: 3 clusters Score -762746.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -762750.062500 Penalty: 4427.947754
	Iteration 40F: 3 clusters Score -762750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -762752.375000 Penalty: 4427.947754
	Iteration 41Q: 3 clusters Score -762752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -762753.312500 Penalty: 4427.947754
	Iteration 42Q: 3 clusters Score -762753.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -762753.312500 Penalty: 4427.947754
	Iteration 43F: 3 clusters Score -762753.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -135657.875000 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -135657.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133423.328125 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -133423.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -133819.781250 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -133819.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -133937.421875 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -133937.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -133994.515625 Penalty: 3617.336914
	Iteration 3Q: 3 clusters Score -133994.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -134031.734375 Penalty: 3617.336914
	Iteration 4Q: 3 clusters Score -134031.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -134060.140625 Penalty: 3617.336914
	Iteration 5Q: 3 clusters Score -134060.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -134078.109375 Penalty: 3617.336914
	Iteration 6Q: 3 clusters Score -134078.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134097.453125 Penalty: 3617.336914
	Iteration 7Q: 3 clusters Score -134097.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -134113.859375 Penalty: 3617.336914
	Iteration 8Q: 3 clusters Score -134113.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -134124.359375 Penalty: 3617.336914
	Iteration 9Q: 3 clusters Score -134124.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -134132.609375 Penalty: 3617.336914
	Iteration 10Q: 3 clusters Score -134132.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -134144.062500 Penalty: 3617.336914
	Iteration 11Q: 3 clusters Score -134144.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -134161.234375 Penalty: 3617.336914
	Iteration 12Q: 3 clusters Score -134161.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -134183.140625 Penalty: 3617.336914
	Iteration 13Q: 3 clusters Score -134183.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -134205.375000 Penalty: 3617.336914
	Iteration 14Q: 3 clusters Score -134205.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -134224.406250 Penalty: 3617.336914
	Iteration 15Q: 3 clusters Score -134224.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -134254.968750 Penalty: 3617.336914
	Iteration 16Q: 3 clusters Score -134255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -134284.406250 Penalty: 3617.336914
	Iteration 17Q: 3 clusters Score -134284.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -134318.890625 Penalty: 3617.336914
	Iteration 18Q: 3 clusters Score -134318.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -134365.359375 Penalty: 3617.336914
	Iteration 19Q: 3 clusters Score -134365.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -134404.828125 Penalty: 3617.336914
	Iteration 20F: 3 clusters Score -134404.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -134447.578125 Penalty: 3617.336914
	Iteration 21Q: 3 clusters Score -134447.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -134482.890625 Penalty: 3617.336914
	Iteration 22Q: 3 clusters Score -134482.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -134498.484375 Penalty: 3617.336914
	Iteration 23Q: 3 clusters Score -134498.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -134503.953125 Penalty: 3617.336914
	Iteration 24Q: 3 clusters Score -134504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -134507.609375 Penalty: 3617.336914
	Iteration 25Q: 3 clusters Score -134507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -134510.593750 Penalty: 3617.336914
	Iteration 26Q: 3 clusters Score -134510.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -134512.750000 Penalty: 3617.336914
	Iteration 27Q: 3 clusters Score -134512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -134516.390625 Penalty: 3617.336914
	Iteration 28Q: 3 clusters Score -134516.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -134518.187500 Penalty: 3617.336914
	Iteration 29Q: 3 clusters Score -134518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -134521.046875 Penalty: 3617.336914
	Iteration 30Q: 3 clusters Score -134521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -134522.765625 Penalty: 3617.336914
	Iteration 31Q: 3 clusters Score -134522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -134523.453125 Penalty: 3617.336914
	Iteration 32Q: 3 clusters Score -134523.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -134523.453125 Penalty: 3617.336914
	Iteration 33F: 3 clusters Score -134523.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (232756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232756 members 
Entering Unmasked Estep 
Score: -23345650.000000 Penalty: 3064.720947
	Iteration 0F: 2 clusters Score -2.334565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116373 members 
Mstep: Class 2 contains 116383 members 
Entering Unmasked Estep 
Score: -23195022.000000 Penalty: 6129.441895
	Iteration 0F: 3 clusters Score -2.319502e+07 nChanged 112342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119349 members 
Mstep: Class 2 contains 113407 members 
Entering Unmasked Estep 
Score: -23261044.000000 Penalty: 6129.441895
	Iteration 1F: 3 clusters Score -2.326104e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121602 members 
Mstep: Class 2 contains 111154 members 
Entering Unmasked Estep 
Score: -23262394.000000 Penalty: 6129.441895
	Iteration 2Q: 3 clusters Score -2.326239e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125170 members 
Mstep: Class 2 contains 107586 members 
Entering Unmasked Estep 
Score: -23264318.000000 Penalty: 6129.441895
	Iteration 3Q: 3 clusters Score -2.326432e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130716 members 
Mstep: Class 2 contains 102040 members 
Entering Unmasked Estep 
Score: -23267296.000000 Penalty: 6129.441895
	Iteration 4Q: 3 clusters Score -2.32673e+07 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138890 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -23271910.000000 Penalty: 6129.441895
	Iteration 5Q: 3 clusters Score -2.327191e+07 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150479 members 
Mstep: Class 2 contains 82277 members 
Entering Unmasked Estep 
Score: -23279092.000000 Penalty: 6129.441895
	Iteration 6F: 3 clusters Score -2.327909e+07 nChanged 16553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165542 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -23290076.000000 Penalty: 6129.441895
	Iteration 7F: 3 clusters Score -2.329008e+07 nChanged 18151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183027 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -23303388.000000 Penalty: 6129.441895
	Iteration 8F: 3 clusters Score -2.330339e+07 nChanged 17210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200057 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -23316540.000000 Penalty: 6129.441895
	Iteration 9F: 3 clusters Score -2.331654e+07 nChanged 13853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213860 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -23327616.000000 Penalty: 6129.441895
	Iteration 10F: 3 clusters Score -2.332762e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223034 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -23335240.000000 Penalty: 6129.441895
	Iteration 11Q: 3 clusters Score -2.333524e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228183 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -23339440.000000 Penalty: 6129.441895
	Iteration 12Q: 3 clusters Score -2.333944e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230525 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -23341486.000000 Penalty: 6129.441895
	Iteration 13Q: 3 clusters Score -2.334149e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231414 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -23342242.000000 Penalty: 6129.441895
	Iteration 14Q: 3 clusters Score -2.334224e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231781 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -23342580.000000 Penalty: 6129.441895
	Iteration 15Q: 3 clusters Score -2.334258e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231959 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -23342764.000000 Penalty: 6129.441895
	Iteration 16Q: 3 clusters Score -2.334276e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232030 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -23342840.000000 Penalty: 6129.441895
	Iteration 17Q: 3 clusters Score -2.334284e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232066 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -23342866.000000 Penalty: 6129.441895
	Iteration 18Q: 3 clusters Score -2.334287e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232092 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -23342904.000000 Penalty: 6129.441895
	Iteration 19Q: 3 clusters Score -2.33429e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232107 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -23342930.000000 Penalty: 6129.441895
	Iteration 20F: 3 clusters Score -2.334293e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232118 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -23342972.000000 Penalty: 6129.441895
	Iteration 21Q: 3 clusters Score -2.334297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232124 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -23342982.000000 Penalty: 6129.441895
	Iteration 22Q: 3 clusters Score -2.334298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232129 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -23342982.000000 Penalty: 6129.441895
	Iteration 23Q: 3 clusters Score -2.334298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232137 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -23342998.000000 Penalty: 6129.441895
	Iteration 24Q: 3 clusters Score -2.3343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232144 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -23343008.000000 Penalty: 6129.441895
	Iteration 25Q: 3 clusters Score -2.334301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232152 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -23343012.000000 Penalty: 6129.441895
	Iteration 26Q: 3 clusters Score -2.334301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232154 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -23343032.000000 Penalty: 6129.441895
	Iteration 27Q: 3 clusters Score -2.334303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232155 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -23343050.000000 Penalty: 6129.441895
	Iteration 28Q: 3 clusters Score -2.334305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232155 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -23343046.000000 Penalty: 6129.441895
	Iteration 29Q: 3 clusters Score -2.334305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232158 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -23343036.000000 Penalty: 6129.441895
	Iteration 30Q: 3 clusters Score -2.334304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232162 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -23343044.000000 Penalty: 6129.441895
	Iteration 31Q: 3 clusters Score -2.334304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232162 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -23343050.000000 Penalty: 6129.441895
	Iteration 32Q: 3 clusters Score -2.334305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232164 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -23343056.000000 Penalty: 6129.441895
	Iteration 33Q: 3 clusters Score -2.334306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232168 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -23343054.000000 Penalty: 6129.441895
	Iteration 34Q: 3 clusters Score -2.334305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232169 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -23343056.000000 Penalty: 6129.441895
	Iteration 35Q: 3 clusters Score -2.334306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232168 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -23343064.000000 Penalty: 6129.441895
	Iteration 36Q: 3 clusters Score -2.334306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232168 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -23343058.000000 Penalty: 6129.441895
	Iteration 37Q: 3 clusters Score -2.334306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232168 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -23343056.000000 Penalty: 6129.441895
	Iteration 38Q: 3 clusters Score -2.334306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232168 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -23343056.000000 Penalty: 6129.441895
	Iteration 39F: 3 clusters Score -2.334306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Entering Unmasked Estep 
Score: -3588595.750000 Penalty: 2623.182617
	Iteration 0F: 2 clusters Score -3588596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3562040.500000 Penalty: 5246.365234
	Iteration 0F: 3 clusters Score -3562040 nChanged 17813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3572176.250000 Penalty: 5246.365234
	Iteration 1F: 3 clusters Score -3572176 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3572857.750000 Penalty: 5246.365234
	Iteration 2F: 3 clusters Score -3572858 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3573490.250000 Penalty: 5246.365234
	Iteration 3Q: 3 clusters Score -3573490 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3574174.250000 Penalty: 5246.365234
	Iteration 4Q: 3 clusters Score -3574174 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -3574807.500000 Penalty: 5246.365234
	Iteration 5Q: 3 clusters Score -3574808 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3575572.500000 Penalty: 5246.365234
	Iteration 6Q: 3 clusters Score -3575572 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3576392.750000 Penalty: 5246.365234
	Iteration 7Q: 3 clusters Score -3576393 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3577364.750000 Penalty: 5246.365234
	Iteration 8Q: 3 clusters Score -3577365 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3578421.000000 Penalty: 5246.365234
	Iteration 9Q: 3 clusters Score -3578421 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3579547.500000 Penalty: 5246.365234
	Iteration 10Q: 3 clusters Score -3579548 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3580586.000000 Penalty: 5246.365234
	Iteration 11Q: 3 clusters Score -3580586 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3581395.750000 Penalty: 5246.365234
	Iteration 12Q: 3 clusters Score -3581396 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3581958.000000 Penalty: 5246.365234
	Iteration 13Q: 3 clusters Score -3581958 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3582287.000000 Penalty: 5246.365234
	Iteration 14Q: 3 clusters Score -3582287 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3582578.500000 Penalty: 5246.365234
	Iteration 15Q: 3 clusters Score -3582578 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3582784.750000 Penalty: 5246.365234
	Iteration 16Q: 3 clusters Score -3582785 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -3582974.000000 Penalty: 5246.365234
	Iteration 17Q: 3 clusters Score -3582974 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -3583150.000000 Penalty: 5246.365234
	Iteration 18Q: 3 clusters Score -3583150 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -3583331.500000 Penalty: 5246.365234
	Iteration 19Q: 3 clusters Score -3583332 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -3583522.500000 Penalty: 5246.365234
	Iteration 20F: 3 clusters Score -3583522 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -3583703.000000 Penalty: 5246.365234
	Iteration 21Q: 3 clusters Score -3583703 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3583892.000000 Penalty: 5246.365234
	Iteration 22Q: 3 clusters Score -3583892 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3584053.750000 Penalty: 5246.365234
	Iteration 23Q: 3 clusters Score -3584054 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3584249.750000 Penalty: 5246.365234
	Iteration 24Q: 3 clusters Score -3584250 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3584399.500000 Penalty: 5246.365234
	Iteration 25Q: 3 clusters Score -3584400 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -3584550.000000 Penalty: 5246.365234
	Iteration 26Q: 3 clusters Score -3584550 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3584686.500000 Penalty: 5246.365234
	Iteration 27Q: 3 clusters Score -3584686 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3584818.250000 Penalty: 5246.365234
	Iteration 28Q: 3 clusters Score -3584818 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3584938.000000 Penalty: 5246.365234
	Iteration 29Q: 3 clusters Score -3584938 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3585027.500000 Penalty: 5246.365234
	Iteration 30Q: 3 clusters Score -3585028 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3585113.500000 Penalty: 5246.365234
	Iteration 31Q: 3 clusters Score -3585114 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -3585205.750000 Penalty: 5246.365234
	Iteration 32Q: 3 clusters Score -3585206 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3585312.500000 Penalty: 5246.365234
	Iteration 33Q: 3 clusters Score -3585312 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -3585375.000000 Penalty: 5246.365234
	Iteration 34Q: 3 clusters Score -3585375 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3585457.750000 Penalty: 5246.365234
	Iteration 35Q: 3 clusters Score -3585458 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3585510.500000 Penalty: 5246.365234
	Iteration 36Q: 3 clusters Score -3585510 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3585586.500000 Penalty: 5246.365234
	Iteration 37Q: 3 clusters Score -3585586 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3585624.000000 Penalty: 5246.365234
	Iteration 38Q: 3 clusters Score -3585624 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3585670.000000 Penalty: 5246.365234
	Iteration 39Q: 3 clusters Score -3585670 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3585710.750000 Penalty: 5246.365234
	Iteration 40F: 3 clusters Score -3585711 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3585758.000000 Penalty: 5246.365234
	Iteration 41Q: 3 clusters Score -3585758 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3585840.750000 Penalty: 5246.365234
	Iteration 42Q: 3 clusters Score -3585841 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3585892.250000 Penalty: 5246.365234
	Iteration 43Q: 3 clusters Score -3585892 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3585940.250000 Penalty: 5246.365234
	Iteration 44Q: 3 clusters Score -3585940 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3585992.500000 Penalty: 5246.365234
	Iteration 45Q: 3 clusters Score -3585992 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3586024.250000 Penalty: 5246.365234
	Iteration 46Q: 3 clusters Score -3586024 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3586057.500000 Penalty: 5246.365234
	Iteration 47Q: 3 clusters Score -3586058 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3586104.750000 Penalty: 5246.365234
	Iteration 48Q: 3 clusters Score -3586105 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3586140.000000 Penalty: 5246.365234
	Iteration 49Q: 3 clusters Score -3586140 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3586165.250000 Penalty: 5246.365234
	Iteration 50Q: 3 clusters Score -3586165 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3586179.250000 Penalty: 5246.365234
	Iteration 51Q: 3 clusters Score -3586179 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3586206.750000 Penalty: 5246.365234
	Iteration 52Q: 3 clusters Score -3586207 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3586234.250000 Penalty: 5246.365234
	Iteration 53Q: 3 clusters Score -3586234 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3586253.000000 Penalty: 5246.365234
	Iteration 54Q: 3 clusters Score -3586253 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3586278.750000 Penalty: 5246.365234
	Iteration 55Q: 3 clusters Score -3586279 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3586291.000000 Penalty: 5246.365234
	Iteration 56Q: 3 clusters Score -3586291 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3586309.250000 Penalty: 5246.365234
	Iteration 57Q: 3 clusters Score -3586309 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3586339.500000 Penalty: 5246.365234
	Iteration 58Q: 3 clusters Score -3586340 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3586362.500000 Penalty: 5246.365234
	Iteration 59Q: 3 clusters Score -3586362 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3586379.000000 Penalty: 5246.365234
	Iteration 60F: 3 clusters Score -3586379 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3586394.250000 Penalty: 5246.365234
	Iteration 61Q: 3 clusters Score -3586394 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3586407.750000 Penalty: 5246.365234
	Iteration 62Q: 3 clusters Score -3586408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3586419.750000 Penalty: 5246.365234
	Iteration 63Q: 3 clusters Score -3586420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3586440.750000 Penalty: 5246.365234
	Iteration 64Q: 3 clusters Score -3586441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3586447.500000 Penalty: 5246.365234
	Iteration 65Q: 3 clusters Score -3586448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3586455.250000 Penalty: 5246.365234
	Iteration 66Q: 3 clusters Score -3586455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3586462.250000 Penalty: 5246.365234
	Iteration 67Q: 3 clusters Score -3586462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3586474.250000 Penalty: 5246.365234
	Iteration 68Q: 3 clusters Score -3586474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3586488.000000 Penalty: 5246.365234
	Iteration 69Q: 3 clusters Score -3586488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3586488.000000 Penalty: 5246.365234
	Iteration 70Q: 3 clusters Score -3586488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3586495.000000 Penalty: 5246.365234
	Iteration 71Q: 3 clusters Score -3586495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3586497.250000 Penalty: 5246.365234
	Iteration 72Q: 3 clusters Score -3586497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3586500.500000 Penalty: 5246.365234
	Iteration 73Q: 3 clusters Score -3586500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3586497.250000 Penalty: 5246.365234
	Iteration 74Q: 3 clusters Score -3586497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3586503.000000 Penalty: 5246.365234
	Iteration 75Q: 3 clusters Score -3586503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3586502.500000 Penalty: 5246.365234
	Iteration 76Q: 3 clusters Score -3586502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3586503.750000 Penalty: 5246.365234
	Iteration 77Q: 3 clusters Score -3586504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3586508.500000 Penalty: 5246.365234
	Iteration 78Q: 3 clusters Score -3586508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3586516.500000 Penalty: 5246.365234
	Iteration 79Q: 3 clusters Score -3586516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3586510.000000 Penalty: 5246.365234
	Iteration 80F: 3 clusters Score -3586510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3586510.500000 Penalty: 5246.365234
	Iteration 81Q: 3 clusters Score -3586510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3586508.750000 Penalty: 5246.365234
	Iteration 82Q: 3 clusters Score -3586509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3586511.250000 Penalty: 5246.365234
	Iteration 83Q: 3 clusters Score -3586511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3586514.750000 Penalty: 5246.365234
	Iteration 84Q: 3 clusters Score -3586515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3586519.250000 Penalty: 5246.365234
	Iteration 85Q: 3 clusters Score -3586519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3586519.500000 Penalty: 5246.365234
	Iteration 86Q: 3 clusters Score -3586520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3586520.750000 Penalty: 5246.365234
	Iteration 87Q: 3 clusters Score -3586521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3586530.500000 Penalty: 5246.365234
	Iteration 88Q: 3 clusters Score -3586530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3586530.250000 Penalty: 5246.365234
	Iteration 89Q: 3 clusters Score -3586530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3586525.000000 Penalty: 5246.365234
	Iteration 90Q: 3 clusters Score -3586525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3586533.000000 Penalty: 5246.365234
	Iteration 91Q: 3 clusters Score -3586533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3586533.500000 Penalty: 5246.365234
	Iteration 92Q: 3 clusters Score -3586534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3586533.500000 Penalty: 5246.365234
	Iteration 93Q: 3 clusters Score -3586534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3586529.750000 Penalty: 5246.365234
	Iteration 94Q: 3 clusters Score -3586530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3586536.250000 Penalty: 5246.365234
	Iteration 95Q: 3 clusters Score -3586536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3586535.000000 Penalty: 5246.365234
	Iteration 96Q: 3 clusters Score -3586535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3586540.250000 Penalty: 5246.365234
	Iteration 97Q: 3 clusters Score -3586540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3586541.000000 Penalty: 5246.365234
	Iteration 98Q: 3 clusters Score -3586541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3586544.250000 Penalty: 5246.365234
	Iteration 99Q: 3 clusters Score -3586544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3586548.500000 Penalty: 5246.365234
	Iteration 100F: 3 clusters Score -3586548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3586551.750000 Penalty: 5246.365234
	Iteration 101Q: 3 clusters Score -3586552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3586552.750000 Penalty: 5246.365234
	Iteration 102Q: 3 clusters Score -3586553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3586550.750000 Penalty: 5246.365234
	Iteration 103Q: 3 clusters Score -3586551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3586554.000000 Penalty: 5246.365234
	Iteration 104Q: 3 clusters Score -3586554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3586554.500000 Penalty: 5246.365234
	Iteration 105Q: 3 clusters Score -3586554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3586555.500000 Penalty: 5246.365234
	Iteration 106Q: 3 clusters Score -3586556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3586555.500000 Penalty: 5246.365234
	Iteration 107Q: 3 clusters Score -3586556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3586559.000000 Penalty: 5246.365234
	Iteration 108Q: 3 clusters Score -3586559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3586559.000000 Penalty: 5246.365234
	Iteration 109F: 3 clusters Score -3586559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Entering Unmasked Estep 
Score: -720236.812500 Penalty: 2239.859863
	Iteration 0F: 2 clusters Score -720236.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -713712.687500 Penalty: 4479.719727
	Iteration 0F: 3 clusters Score -713712.7 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -716244.062500 Penalty: 4479.719727
	Iteration 1F: 3 clusters Score -716244.1 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -717181.687500 Penalty: 4479.719727
	Iteration 2F: 3 clusters Score -717181.7 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -718011.375000 Penalty: 4479.719727
	Iteration 3F: 3 clusters Score -718011.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -718506.375000 Penalty: 4479.719727
	Iteration 4F: 3 clusters Score -718506.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -718796.687500 Penalty: 4479.719727
	Iteration 5F: 3 clusters Score -718796.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -718976.625000 Penalty: 4479.719727
	Iteration 6Q: 3 clusters Score -718976.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -719073.000000 Penalty: 4479.719727
	Iteration 7Q: 3 clusters Score -719073 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -719139.000000 Penalty: 4479.719727
	Iteration 8Q: 3 clusters Score -719139 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -719181.312500 Penalty: 4479.719727
	Iteration 9Q: 3 clusters Score -719181.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -719219.625000 Penalty: 4479.719727
	Iteration 10Q: 3 clusters Score -719219.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -719249.687500 Penalty: 4479.719727
	Iteration 11Q: 3 clusters Score -719249.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -719269.125000 Penalty: 4479.719727
	Iteration 12Q: 3 clusters Score -719269.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -719292.937500 Penalty: 4479.719727
	Iteration 13Q: 3 clusters Score -719292.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -719314.625000 Penalty: 4479.719727
	Iteration 14Q: 3 clusters Score -719314.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -719326.812500 Penalty: 4479.719727
	Iteration 15Q: 3 clusters Score -719326.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -719338.687500 Penalty: 4479.719727
	Iteration 16Q: 3 clusters Score -719338.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -719346.875000 Penalty: 4479.719727
	Iteration 17Q: 3 clusters Score -719346.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -719359.437500 Penalty: 4479.719727
	Iteration 18Q: 3 clusters Score -719359.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -719369.500000 Penalty: 4479.719727
	Iteration 19Q: 3 clusters Score -719369.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -719382.562500 Penalty: 4479.719727
	Iteration 20F: 3 clusters Score -719382.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -719392.187500 Penalty: 4479.719727
	Iteration 21Q: 3 clusters Score -719392.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -719402.750000 Penalty: 4479.719727
	Iteration 22Q: 3 clusters Score -719402.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -719410.375000 Penalty: 4479.719727
	Iteration 23Q: 3 clusters Score -719410.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -719421.625000 Penalty: 4479.719727
	Iteration 24Q: 3 clusters Score -719421.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -719430.562500 Penalty: 4479.719727
	Iteration 25Q: 3 clusters Score -719430.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -719435.687500 Penalty: 4479.719727
	Iteration 26Q: 3 clusters Score -719435.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -719439.000000 Penalty: 4479.719727
	Iteration 27Q: 3 clusters Score -719439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -719443.687500 Penalty: 4479.719727
	Iteration 28Q: 3 clusters Score -719443.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -719442.187500 Penalty: 4479.719727
	Iteration 29Q: 3 clusters Score -719442.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -719447.937500 Penalty: 4479.719727
	Iteration 30Q: 3 clusters Score -719447.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -719448.687500 Penalty: 4479.719727
	Iteration 31Q: 3 clusters Score -719448.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -719449.687500 Penalty: 4479.719727
	Iteration 32Q: 3 clusters Score -719449.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -719453.562500 Penalty: 4479.719727
	Iteration 33Q: 3 clusters Score -719453.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -719455.625000 Penalty: 4479.719727
	Iteration 34Q: 3 clusters Score -719455.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -719459.687500 Penalty: 4479.719727
	Iteration 35Q: 3 clusters Score -719459.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -719460.937500 Penalty: 4479.719727
	Iteration 36Q: 3 clusters Score -719460.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -719458.812500 Penalty: 4479.719727
	Iteration 37Q: 3 clusters Score -719458.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -719461.625000 Penalty: 4479.719727
	Iteration 38Q: 3 clusters Score -719461.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -719462.750000 Penalty: 4479.719727
	Iteration 39Q: 3 clusters Score -719462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -719464.187500 Penalty: 4479.719727
	Iteration 40F: 3 clusters Score -719464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -719462.875000 Penalty: 4479.719727
	Iteration 41Q: 3 clusters Score -719462.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -719461.937500 Penalty: 4479.719727
	Iteration 42Q: 3 clusters Score -719461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -719464.500000 Penalty: 4479.719727
	Iteration 43Q: 3 clusters Score -719464.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -719464.500000 Penalty: 4479.719727
	Iteration 44F: 3 clusters Score -719464.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (190303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190303 members 
Entering Unmasked Estep 
Score: -19125346.000000 Penalty: 3014.780518
	Iteration 0F: 2 clusters Score -1.912535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94950 members 
Mstep: Class 2 contains 95353 members 
Entering Unmasked Estep 
Score: -18998736.000000 Penalty: 6029.561035
	Iteration 0F: 3 clusters Score -1.899874e+07 nChanged 91311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 98768 members 
Entering Unmasked Estep 
Score: -19051792.000000 Penalty: 6029.561035
	Iteration 1F: 3 clusters Score -1.905179e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89186 members 
Mstep: Class 2 contains 101117 members 
Entering Unmasked Estep 
Score: -19052852.000000 Penalty: 6029.561035
	Iteration 2Q: 3 clusters Score -1.905285e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 104733 members 
Entering Unmasked Estep 
Score: -19054312.000000 Penalty: 6029.561035
	Iteration 3Q: 3 clusters Score -1.905431e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 110297 members 
Entering Unmasked Estep 
Score: -19056760.000000 Penalty: 6029.561035
	Iteration 4Q: 3 clusters Score -1.905676e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 118579 members 
Entering Unmasked Estep 
Score: -19061038.000000 Penalty: 6029.561035
	Iteration 5Q: 3 clusters Score -1.906104e+07 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 130220 members 
Entering Unmasked Estep 
Score: -19068474.000000 Penalty: 6029.561035
	Iteration 6F: 3 clusters Score -1.906847e+07 nChanged 15040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 145126 members 
Entering Unmasked Estep 
Score: -19080104.000000 Penalty: 6029.561035
	Iteration 7F: 3 clusters Score -1.90801e+07 nChanged 16687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 161787 members 
Entering Unmasked Estep 
Score: -19095256.000000 Penalty: 6029.561035
	Iteration 8F: 3 clusters Score -1.909526e+07 nChanged 14243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 176026 members 
Entering Unmasked Estep 
Score: -19109208.000000 Penalty: 6029.561035
	Iteration 9F: 3 clusters Score -1.910921e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 184760 members 
Entering Unmasked Estep 
Score: -19117466.000000 Penalty: 6029.561035
	Iteration 10Q: 3 clusters Score -1.911747e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 188428 members 
Entering Unmasked Estep 
Score: -19120844.000000 Penalty: 6029.561035
	Iteration 11Q: 3 clusters Score -1.912084e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 189578 members 
Entering Unmasked Estep 
Score: -19121966.000000 Penalty: 6029.561035
	Iteration 12Q: 3 clusters Score -1.912197e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 189901 members 
Entering Unmasked Estep 
Score: -19122338.000000 Penalty: 6029.561035
	Iteration 13Q: 3 clusters Score -1.912234e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 189993 members 
Entering Unmasked Estep 
Score: -19122496.000000 Penalty: 6029.561035
	Iteration 14Q: 3 clusters Score -1.91225e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 190029 members 
Entering Unmasked Estep 
Score: -19122562.000000 Penalty: 6029.561035
	Iteration 15Q: 3 clusters Score -1.912256e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 190049 members 
Entering Unmasked Estep 
Score: -19122584.000000 Penalty: 6029.561035
	Iteration 16Q: 3 clusters Score -1.912258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 190060 members 
Entering Unmasked Estep 
Score: -19122610.000000 Penalty: 6029.561035
	Iteration 17Q: 3 clusters Score -1.912261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 190065 members 
Entering Unmasked Estep 
Score: -19122636.000000 Penalty: 6029.561035
	Iteration 18Q: 3 clusters Score -1.912264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 190069 members 
Entering Unmasked Estep 
Score: -19122640.000000 Penalty: 6029.561035
	Iteration 19Q: 3 clusters Score -1.912264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 190073 members 
Entering Unmasked Estep 
Score: -19122660.000000 Penalty: 6029.561035
	Iteration 20F: 3 clusters Score -1.912266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 190072 members 
Entering Unmasked Estep 
Score: -19122658.000000 Penalty: 6029.561035
	Iteration 21Q: 3 clusters Score -1.912266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 190073 members 
Entering Unmasked Estep 
Score: -19122662.000000 Penalty: 6029.561035
	Iteration 22Q: 3 clusters Score -1.912266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 190074 members 
Entering Unmasked Estep 
Score: -19122662.000000 Penalty: 6029.561035
	Iteration 23Q: 3 clusters Score -1.912266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 190072 members 
Entering Unmasked Estep 
Score: -19122664.000000 Penalty: 6029.561035
	Iteration 24Q: 3 clusters Score -1.912266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 190072 members 
Entering Unmasked Estep 
Score: -19122664.000000 Penalty: 6029.561035
	Iteration 25F: 3 clusters Score -1.912266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Entering Unmasked Estep 
Score: -1504385.500000 Penalty: 2393.746094
	Iteration 0F: 2 clusters Score -1504386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1493152.875000 Penalty: 4787.492188
	Iteration 0F: 3 clusters Score -1493153 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1496735.750000 Penalty: 4787.492188
	Iteration 1F: 3 clusters Score -1496736 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1497093.875000 Penalty: 4787.492188
	Iteration 2F: 3 clusters Score -1497094 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1497413.375000 Penalty: 4787.492188
	Iteration 3Q: 3 clusters Score -1497413 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1497689.500000 Penalty: 4787.492188
	Iteration 4Q: 3 clusters Score -1497690 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1497953.750000 Penalty: 4787.492188
	Iteration 5Q: 3 clusters Score -1497954 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1498274.500000 Penalty: 4787.492188
	Iteration 6Q: 3 clusters Score -1498274 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1498627.500000 Penalty: 4787.492188
	Iteration 7Q: 3 clusters Score -1498628 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1499008.375000 Penalty: 4787.492188
	Iteration 8Q: 3 clusters Score -1499008 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1499432.125000 Penalty: 4787.492188
	Iteration 9Q: 3 clusters Score -1499432 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1499883.875000 Penalty: 4787.492188
	Iteration 10Q: 3 clusters Score -1499884 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1500395.750000 Penalty: 4787.492188
	Iteration 11Q: 3 clusters Score -1500396 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1500970.000000 Penalty: 4787.492188
	Iteration 12Q: 3 clusters Score -1500970 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1501493.750000 Penalty: 4787.492188
	Iteration 13Q: 3 clusters Score -1501494 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1501961.375000 Penalty: 4787.492188
	Iteration 14Q: 3 clusters Score -1501961 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1502308.375000 Penalty: 4787.492188
	Iteration 15Q: 3 clusters Score -1502308 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1502517.875000 Penalty: 4787.492188
	Iteration 16Q: 3 clusters Score -1502518 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1502640.375000 Penalty: 4787.492188
	Iteration 17Q: 3 clusters Score -1502640 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1502720.500000 Penalty: 4787.492188
	Iteration 18Q: 3 clusters Score -1502720 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1502764.750000 Penalty: 4787.492188
	Iteration 19Q: 3 clusters Score -1502765 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1502793.625000 Penalty: 4787.492188
	Iteration 20F: 3 clusters Score -1502794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1502814.500000 Penalty: 4787.492188
	Iteration 21Q: 3 clusters Score -1502814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1502831.625000 Penalty: 4787.492188
	Iteration 22Q: 3 clusters Score -1502832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1502857.125000 Penalty: 4787.492188
	Iteration 23Q: 3 clusters Score -1502857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1502868.875000 Penalty: 4787.492188
	Iteration 24Q: 3 clusters Score -1502869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1502881.375000 Penalty: 4787.492188
	Iteration 25Q: 3 clusters Score -1502881 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1502890.375000 Penalty: 4787.492188
	Iteration 26Q: 3 clusters Score -1502890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1502905.000000 Penalty: 4787.492188
	Iteration 27Q: 3 clusters Score -1502905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1502920.875000 Penalty: 4787.492188
	Iteration 28Q: 3 clusters Score -1502921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1502933.375000 Penalty: 4787.492188
	Iteration 29Q: 3 clusters Score -1502933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1502951.750000 Penalty: 4787.492188
	Iteration 30Q: 3 clusters Score -1502952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1502970.500000 Penalty: 4787.492188
	Iteration 31Q: 3 clusters Score -1502970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1502988.375000 Penalty: 4787.492188
	Iteration 32Q: 3 clusters Score -1502988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1503006.125000 Penalty: 4787.492188
	Iteration 33Q: 3 clusters Score -1503006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1503018.750000 Penalty: 4787.492188
	Iteration 34Q: 3 clusters Score -1503019 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1503038.375000 Penalty: 4787.492188
	Iteration 35Q: 3 clusters Score -1503038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1503046.625000 Penalty: 4787.492188
	Iteration 36Q: 3 clusters Score -1503047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1503049.000000 Penalty: 4787.492188
	Iteration 37Q: 3 clusters Score -1503049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1503059.500000 Penalty: 4787.492188
	Iteration 38Q: 3 clusters Score -1503060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1503066.500000 Penalty: 4787.492188
	Iteration 39Q: 3 clusters Score -1503066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1503067.250000 Penalty: 4787.492188
	Iteration 40F: 3 clusters Score -1503067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1503076.750000 Penalty: 4787.492188
	Iteration 41Q: 3 clusters Score -1503077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1503084.875000 Penalty: 4787.492188
	Iteration 42Q: 3 clusters Score -1503085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1503089.375000 Penalty: 4787.492188
	Iteration 43Q: 3 clusters Score -1503089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1503091.000000 Penalty: 4787.492188
	Iteration 44Q: 3 clusters Score -1503091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1503088.375000 Penalty: 4787.492188
	Iteration 45Q: 3 clusters Score -1503088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1503090.250000 Penalty: 4787.492188
	Iteration 46Q: 3 clusters Score -1503090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1503093.625000 Penalty: 4787.492188
	Iteration 47Q: 3 clusters Score -1503094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1503095.375000 Penalty: 4787.492188
	Iteration 48Q: 3 clusters Score -1503095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1503096.750000 Penalty: 4787.492188
	Iteration 49Q: 3 clusters Score -1503097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1503101.375000 Penalty: 4787.492188
	Iteration 50Q: 3 clusters Score -1503101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1503108.750000 Penalty: 4787.492188
	Iteration 51Q: 3 clusters Score -1503109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1503118.750000 Penalty: 4787.492188
	Iteration 52Q: 3 clusters Score -1503119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1503130.000000 Penalty: 4787.492188
	Iteration 53Q: 3 clusters Score -1503130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1503138.000000 Penalty: 4787.492188
	Iteration 54Q: 3 clusters Score -1503138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1503144.375000 Penalty: 4787.492188
	Iteration 55Q: 3 clusters Score -1503144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1503154.125000 Penalty: 4787.492188
	Iteration 56Q: 3 clusters Score -1503154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1503163.875000 Penalty: 4787.492188
	Iteration 57Q: 3 clusters Score -1503164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1503167.500000 Penalty: 4787.492188
	Iteration 58Q: 3 clusters Score -1503168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1503170.250000 Penalty: 4787.492188
	Iteration 59Q: 3 clusters Score -1503170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1503181.375000 Penalty: 4787.492188
	Iteration 60F: 3 clusters Score -1503181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1503178.500000 Penalty: 4787.492188
	Iteration 61Q: 3 clusters Score -1503178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1503192.250000 Penalty: 4787.492188
	Iteration 62Q: 3 clusters Score -1503192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1503196.000000 Penalty: 4787.492188
	Iteration 63Q: 3 clusters Score -1503196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1503202.500000 Penalty: 4787.492188
	Iteration 64Q: 3 clusters Score -1503202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1503217.375000 Penalty: 4787.492188
	Iteration 65Q: 3 clusters Score -1503217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1503229.625000 Penalty: 4787.492188
	Iteration 66Q: 3 clusters Score -1503230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1503242.875000 Penalty: 4787.492188
	Iteration 67Q: 3 clusters Score -1503243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1503258.750000 Penalty: 4787.492188
	Iteration 68Q: 3 clusters Score -1503259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1503274.375000 Penalty: 4787.492188
	Iteration 69Q: 3 clusters Score -1503274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1503289.875000 Penalty: 4787.492188
	Iteration 70Q: 3 clusters Score -1503290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1503304.250000 Penalty: 4787.492188
	Iteration 71Q: 3 clusters Score -1503304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1503320.500000 Penalty: 4787.492188
	Iteration 72Q: 3 clusters Score -1503320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1503335.250000 Penalty: 4787.492188
	Iteration 73Q: 3 clusters Score -1503335 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1503350.625000 Penalty: 4787.492188
	Iteration 74Q: 3 clusters Score -1503351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1503368.000000 Penalty: 4787.492188
	Iteration 75Q: 3 clusters Score -1503368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1503387.500000 Penalty: 4787.492188
	Iteration 76Q: 3 clusters Score -1503388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1503405.000000 Penalty: 4787.492188
	Iteration 77Q: 3 clusters Score -1503405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1503415.375000 Penalty: 4787.492188
	Iteration 78Q: 3 clusters Score -1503415 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1503435.875000 Penalty: 4787.492188
	Iteration 79Q: 3 clusters Score -1503436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1503454.625000 Penalty: 4787.492188
	Iteration 80F: 3 clusters Score -1503455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1503474.000000 Penalty: 4787.492188
	Iteration 81Q: 3 clusters Score -1503474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1503495.125000 Penalty: 4787.492188
	Iteration 82Q: 3 clusters Score -1503495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1503512.000000 Penalty: 4787.492188
	Iteration 83Q: 3 clusters Score -1503512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1503533.625000 Penalty: 4787.492188
	Iteration 84Q: 3 clusters Score -1503534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1503560.125000 Penalty: 4787.492188
	Iteration 85Q: 3 clusters Score -1503560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1503589.000000 Penalty: 4787.492188
	Iteration 86Q: 3 clusters Score -1503589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1503616.125000 Penalty: 4787.492188
	Iteration 87Q: 3 clusters Score -1503616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1503648.375000 Penalty: 4787.492188
	Iteration 88Q: 3 clusters Score -1503648 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1503679.500000 Penalty: 4787.492188
	Iteration 89Q: 3 clusters Score -1503680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1503722.625000 Penalty: 4787.492188
	Iteration 90Q: 3 clusters Score -1503723 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1503773.625000 Penalty: 4787.492188
	Iteration 91Q: 3 clusters Score -1503774 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1503814.125000 Penalty: 4787.492188
	Iteration 92Q: 3 clusters Score -1503814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1503843.000000 Penalty: 4787.492188
	Iteration 93Q: 3 clusters Score -1503843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1503870.000000 Penalty: 4787.492188
	Iteration 94Q: 3 clusters Score -1503870 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1503900.250000 Penalty: 4787.492188
	Iteration 95Q: 3 clusters Score -1503900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1503923.125000 Penalty: 4787.492188
	Iteration 96Q: 3 clusters Score -1503923 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1503954.125000 Penalty: 4787.492188
	Iteration 97Q: 3 clusters Score -1503954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1503982.250000 Penalty: 4787.492188
	Iteration 98Q: 3 clusters Score -1503982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1504011.000000 Penalty: 4787.492188
	Iteration 99Q: 3 clusters Score -1504011 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1504054.250000 Penalty: 4787.492188
	Iteration 100F: 3 clusters Score -1504054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1504083.625000 Penalty: 4787.492188
	Iteration 101Q: 3 clusters Score -1504084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1504105.875000 Penalty: 4787.492188
	Iteration 102Q: 3 clusters Score -1504106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1504126.625000 Penalty: 4787.492188
	Iteration 103Q: 3 clusters Score -1504127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1504137.250000 Penalty: 4787.492188
	Iteration 104Q: 3 clusters Score -1504137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1504149.375000 Penalty: 4787.492188
	Iteration 105Q: 3 clusters Score -1504149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1504151.750000 Penalty: 4787.492188
	Iteration 106Q: 3 clusters Score -1504152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1504160.125000 Penalty: 4787.492188
	Iteration 107Q: 3 clusters Score -1504160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1504165.250000 Penalty: 4787.492188
	Iteration 108Q: 3 clusters Score -1504165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1504171.375000 Penalty: 4787.492188
	Iteration 109Q: 3 clusters Score -1504171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1504176.000000 Penalty: 4787.492188
	Iteration 110Q: 3 clusters Score -1504176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1504180.750000 Penalty: 4787.492188
	Iteration 111Q: 3 clusters Score -1504181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1504184.625000 Penalty: 4787.492188
	Iteration 112Q: 3 clusters Score -1504185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1504183.375000 Penalty: 4787.492188
	Iteration 113Q: 3 clusters Score -1504183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1504185.625000 Penalty: 4787.492188
	Iteration 114Q: 3 clusters Score -1504186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1504187.875000 Penalty: 4787.492188
	Iteration 115Q: 3 clusters Score -1504188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1504188.000000 Penalty: 4787.492188
	Iteration 116Q: 3 clusters Score -1504188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1504188.500000 Penalty: 4787.492188
	Iteration 117Q: 3 clusters Score -1504188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1504191.375000 Penalty: 4787.492188
	Iteration 118Q: 3 clusters Score -1504191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1504195.250000 Penalty: 4787.492188
	Iteration 119Q: 3 clusters Score -1504195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1504197.625000 Penalty: 4787.492188
	Iteration 120F: 3 clusters Score -1504198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1504197.375000 Penalty: 4787.492188
	Iteration 121Q: 3 clusters Score -1504197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1504195.000000 Penalty: 4787.492188
	Iteration 122Q: 3 clusters Score -1504195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1504193.500000 Penalty: 4787.492188
	Iteration 123Q: 3 clusters Score -1504194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1504196.500000 Penalty: 4787.492188
	Iteration 124Q: 3 clusters Score -1504196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1504197.000000 Penalty: 4787.492188
	Iteration 125Q: 3 clusters Score -1504197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1504198.375000 Penalty: 4787.492188
	Iteration 126Q: 3 clusters Score -1504198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1504197.000000 Penalty: 4787.492188
	Iteration 127Q: 3 clusters Score -1504197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1504197.375000 Penalty: 4787.492188
	Iteration 128Q: 3 clusters Score -1504197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1504197.000000 Penalty: 4787.492188
	Iteration 129Q: 3 clusters Score -1504197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1504197.750000 Penalty: 4787.492188
	Iteration 130Q: 3 clusters Score -1504198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1504197.750000 Penalty: 4787.492188
	Iteration 131F: 3 clusters Score -1504198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (237025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237025 members 
Entering Unmasked Estep 
Score: -23835522.000000 Penalty: 3069.228516
	Iteration 0F: 2 clusters Score -2.383552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118561 members 
Mstep: Class 2 contains 118464 members 
Entering Unmasked Estep 
Score: -23680134.000000 Penalty: 6138.457031
	Iteration 0F: 3 clusters Score -2.368013e+07 nChanged 114272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119659 members 
Mstep: Class 2 contains 117366 members 
Entering Unmasked Estep 
Score: -23746544.000000 Penalty: 6138.457031
	Iteration 1F: 3 clusters Score -2.374654e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119699 members 
Mstep: Class 2 contains 117326 members 
Entering Unmasked Estep 
Score: -23747462.000000 Penalty: 6138.457031
	Iteration 2Q: 3 clusters Score -2.374746e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119769 members 
Mstep: Class 2 contains 117256 members 
Entering Unmasked Estep 
Score: -23748314.000000 Penalty: 6138.457031
	Iteration 3Q: 3 clusters Score -2.374831e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119770 members 
Mstep: Class 2 contains 117255 members 
Entering Unmasked Estep 
Score: -23749530.000000 Penalty: 6138.457031
	Iteration 4Q: 3 clusters Score -2.374953e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119846 members 
Mstep: Class 2 contains 117179 members 
Entering Unmasked Estep 
Score: -23751096.000000 Penalty: 6138.457031
	Iteration 5Q: 3 clusters Score -2.37511e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119837 members 
Mstep: Class 2 contains 117188 members 
Entering Unmasked Estep 
Score: -23752922.000000 Penalty: 6138.457031
	Iteration 6Q: 3 clusters Score -2.375292e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119890 members 
Mstep: Class 2 contains 117135 members 
Entering Unmasked Estep 
Score: -23755624.000000 Penalty: 6138.457031
	Iteration 7Q: 3 clusters Score -2.375562e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120103 members 
Mstep: Class 2 contains 116922 members 
Entering Unmasked Estep 
Score: -23759542.000000 Penalty: 6138.457031
	Iteration 8Q: 3 clusters Score -2.375954e+07 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120403 members 
Mstep: Class 2 contains 116622 members 
Entering Unmasked Estep 
Score: -23764670.000000 Penalty: 6138.457031
	Iteration 9Q: 3 clusters Score -2.376467e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121102 members 
Mstep: Class 2 contains 115923 members 
Entering Unmasked Estep 
Score: -23772134.000000 Penalty: 6138.457031
	Iteration 10F: 3 clusters Score -2.377213e+07 nChanged 14160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122100 members 
Mstep: Class 2 contains 114925 members 
Entering Unmasked Estep 
Score: -23782448.000000 Penalty: 6138.457031
	Iteration 11F: 3 clusters Score -2.378245e+07 nChanged 14153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123027 members 
Mstep: Class 2 contains 113998 members 
Entering Unmasked Estep 
Score: -23791290.000000 Penalty: 6138.457031
	Iteration 12F: 3 clusters Score -2.379129e+07 nChanged 11653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123812 members 
Mstep: Class 2 contains 113213 members 
Entering Unmasked Estep 
Score: -23796558.000000 Penalty: 6138.457031
	Iteration 13Q: 3 clusters Score -2.379656e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124313 members 
Mstep: Class 2 contains 112712 members 
Entering Unmasked Estep 
Score: -23798466.000000 Penalty: 6138.457031
	Iteration 14Q: 3 clusters Score -2.379847e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124672 members 
Mstep: Class 2 contains 112353 members 
Entering Unmasked Estep 
Score: -23799158.000000 Penalty: 6138.457031
	Iteration 15Q: 3 clusters Score -2.379916e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125023 members 
Mstep: Class 2 contains 112002 members 
Entering Unmasked Estep 
Score: -23799528.000000 Penalty: 6138.457031
	Iteration 16Q: 3 clusters Score -2.379953e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125410 members 
Mstep: Class 2 contains 111615 members 
Entering Unmasked Estep 
Score: -23799922.000000 Penalty: 6138.457031
	Iteration 17Q: 3 clusters Score -2.379992e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125792 members 
Mstep: Class 2 contains 111233 members 
Entering Unmasked Estep 
Score: -23800254.000000 Penalty: 6138.457031
	Iteration 18Q: 3 clusters Score -2.380025e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126179 members 
Mstep: Class 2 contains 110846 members 
Entering Unmasked Estep 
Score: -23800646.000000 Penalty: 6138.457031
	Iteration 19Q: 3 clusters Score -2.380065e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126636 members 
Mstep: Class 2 contains 110389 members 
Entering Unmasked Estep 
Score: -23800980.000000 Penalty: 6138.457031
	Iteration 20F: 3 clusters Score -2.380098e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127075 members 
Mstep: Class 2 contains 109950 members 
Entering Unmasked Estep 
Score: -23801238.000000 Penalty: 6138.457031
	Iteration 21Q: 3 clusters Score -2.380124e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 109451 members 
Entering Unmasked Estep 
Score: -23801512.000000 Penalty: 6138.457031
	Iteration 22Q: 3 clusters Score -2.380151e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128104 members 
Mstep: Class 2 contains 108921 members 
Entering Unmasked Estep 
Score: -23801686.000000 Penalty: 6138.457031
	Iteration 23Q: 3 clusters Score -2.380169e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128671 members 
Mstep: Class 2 contains 108354 members 
Entering Unmasked Estep 
Score: -23801994.000000 Penalty: 6138.457031
	Iteration 24Q: 3 clusters Score -2.380199e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129312 members 
Mstep: Class 2 contains 107713 members 
Entering Unmasked Estep 
Score: -23802280.000000 Penalty: 6138.457031
	Iteration 25Q: 3 clusters Score -2.380228e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129994 members 
Mstep: Class 2 contains 107031 members 
Entering Unmasked Estep 
Score: -23802494.000000 Penalty: 6138.457031
	Iteration 26Q: 3 clusters Score -2.380249e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130711 members 
Mstep: Class 2 contains 106314 members 
Entering Unmasked Estep 
Score: -23802720.000000 Penalty: 6138.457031
	Iteration 27Q: 3 clusters Score -2.380272e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131545 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -23802998.000000 Penalty: 6138.457031
	Iteration 28Q: 3 clusters Score -2.3803e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132424 members 
Mstep: Class 2 contains 104601 members 
Entering Unmasked Estep 
Score: -23803240.000000 Penalty: 6138.457031
	Iteration 29Q: 3 clusters Score -2.380324e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133338 members 
Mstep: Class 2 contains 103687 members 
Entering Unmasked Estep 
Score: -23803486.000000 Penalty: 6138.457031
	Iteration 30Q: 3 clusters Score -2.380349e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134231 members 
Mstep: Class 2 contains 102794 members 
Entering Unmasked Estep 
Score: -23803830.000000 Penalty: 6138.457031
	Iteration 31Q: 3 clusters Score -2.380383e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135107 members 
Mstep: Class 2 contains 101918 members 
Entering Unmasked Estep 
Score: -23804156.000000 Penalty: 6138.457031
	Iteration 32Q: 3 clusters Score -2.380416e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135986 members 
Mstep: Class 2 contains 101039 members 
Entering Unmasked Estep 
Score: -23804536.000000 Penalty: 6138.457031
	Iteration 33Q: 3 clusters Score -2.380454e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136936 members 
Mstep: Class 2 contains 100089 members 
Entering Unmasked Estep 
Score: -23804786.000000 Penalty: 6138.457031
	Iteration 34Q: 3 clusters Score -2.380479e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137965 members 
Mstep: Class 2 contains 99060 members 
Entering Unmasked Estep 
Score: -23805078.000000 Penalty: 6138.457031
	Iteration 35Q: 3 clusters Score -2.380508e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139025 members 
Mstep: Class 2 contains 98000 members 
Entering Unmasked Estep 
Score: -23805346.000000 Penalty: 6138.457031
	Iteration 36Q: 3 clusters Score -2.380535e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140137 members 
Mstep: Class 2 contains 96888 members 
Entering Unmasked Estep 
Score: -23805696.000000 Penalty: 6138.457031
	Iteration 37Q: 3 clusters Score -2.38057e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141297 members 
Mstep: Class 2 contains 95728 members 
Entering Unmasked Estep 
Score: -23806038.000000 Penalty: 6138.457031
	Iteration 38Q: 3 clusters Score -2.380604e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142550 members 
Mstep: Class 2 contains 94475 members 
Entering Unmasked Estep 
Score: -23806228.000000 Penalty: 6138.457031
	Iteration 39Q: 3 clusters Score -2.380623e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143836 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -23806412.000000 Penalty: 6138.457031
	Iteration 40F: 3 clusters Score -2.380641e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145196 members 
Mstep: Class 2 contains 91829 members 
Entering Unmasked Estep 
Score: -23806802.000000 Penalty: 6138.457031
	Iteration 41Q: 3 clusters Score -2.38068e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146644 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -23807116.000000 Penalty: 6138.457031
	Iteration 42Q: 3 clusters Score -2.380712e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148162 members 
Mstep: Class 2 contains 88863 members 
Entering Unmasked Estep 
Score: -23807436.000000 Penalty: 6138.457031
	Iteration 43Q: 3 clusters Score -2.380744e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149778 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -23807754.000000 Penalty: 6138.457031
	Iteration 44Q: 3 clusters Score -2.380775e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151404 members 
Mstep: Class 2 contains 85621 members 
Entering Unmasked Estep 
Score: -23808084.000000 Penalty: 6138.457031
	Iteration 45Q: 3 clusters Score -2.380808e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153144 members 
Mstep: Class 2 contains 83881 members 
Entering Unmasked Estep 
Score: -23808502.000000 Penalty: 6138.457031
	Iteration 46Q: 3 clusters Score -2.38085e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154950 members 
Mstep: Class 2 contains 82075 members 
Entering Unmasked Estep 
Score: -23809018.000000 Penalty: 6138.457031
	Iteration 47Q: 3 clusters Score -2.380902e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156822 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -23809358.000000 Penalty: 6138.457031
	Iteration 48Q: 3 clusters Score -2.380936e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158712 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -23809702.000000 Penalty: 6138.457031
	Iteration 49Q: 3 clusters Score -2.38097e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160615 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -23809996.000000 Penalty: 6138.457031
	Iteration 50Q: 3 clusters Score -2.381e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162594 members 
Mstep: Class 2 contains 74431 members 
Entering Unmasked Estep 
Score: -23810338.000000 Penalty: 6138.457031
	Iteration 51Q: 3 clusters Score -2.381034e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164626 members 
Mstep: Class 2 contains 72399 members 
Entering Unmasked Estep 
Score: -23810636.000000 Penalty: 6138.457031
	Iteration 52Q: 3 clusters Score -2.381064e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 70261 members 
Entering Unmasked Estep 
Score: -23811140.000000 Penalty: 6138.457031
	Iteration 53Q: 3 clusters Score -2.381114e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168987 members 
Mstep: Class 2 contains 68038 members 
Entering Unmasked Estep 
Score: -23811598.000000 Penalty: 6138.457031
	Iteration 54Q: 3 clusters Score -2.38116e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171290 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -23811910.000000 Penalty: 6138.457031
	Iteration 55Q: 3 clusters Score -2.381191e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173664 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -23812404.000000 Penalty: 6138.457031
	Iteration 56Q: 3 clusters Score -2.38124e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176151 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -23812824.000000 Penalty: 6138.457031
	Iteration 57Q: 3 clusters Score -2.381282e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178785 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -23813150.000000 Penalty: 6138.457031
	Iteration 58Q: 3 clusters Score -2.381315e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181537 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -23813724.000000 Penalty: 6138.457031
	Iteration 59Q: 3 clusters Score -2.381372e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184411 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -23814458.000000 Penalty: 6138.457031
	Iteration 60F: 3 clusters Score -2.381446e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187494 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -23815204.000000 Penalty: 6138.457031
	Iteration 61Q: 3 clusters Score -2.38152e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190774 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -23816014.000000 Penalty: 6138.457031
	Iteration 62Q: 3 clusters Score -2.381601e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194146 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -23816984.000000 Penalty: 6138.457031
	Iteration 63Q: 3 clusters Score -2.381698e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197613 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -23817782.000000 Penalty: 6138.457031
	Iteration 64Q: 3 clusters Score -2.381778e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201039 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -23818620.000000 Penalty: 6138.457031
	Iteration 65Q: 3 clusters Score -2.381862e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204441 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -23819802.000000 Penalty: 6138.457031
	Iteration 66Q: 3 clusters Score -2.38198e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207800 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -23820754.000000 Penalty: 6138.457031
	Iteration 67Q: 3 clusters Score -2.382075e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211231 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -23822236.000000 Penalty: 6138.457031
	Iteration 68Q: 3 clusters Score -2.382224e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214514 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -23823392.000000 Penalty: 6138.457031
	Iteration 69Q: 3 clusters Score -2.382339e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217544 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -23824652.000000 Penalty: 6138.457031
	Iteration 70Q: 3 clusters Score -2.382465e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220267 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -23825814.000000 Penalty: 6138.457031
	Iteration 71Q: 3 clusters Score -2.382581e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222803 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -23826958.000000 Penalty: 6138.457031
	Iteration 72Q: 3 clusters Score -2.382696e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225095 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -23827946.000000 Penalty: 6138.457031
	Iteration 73Q: 3 clusters Score -2.382795e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227080 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -23828774.000000 Penalty: 6138.457031
	Iteration 74Q: 3 clusters Score -2.382877e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228832 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -23829368.000000 Penalty: 6138.457031
	Iteration 75Q: 3 clusters Score -2.382937e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230307 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -23829940.000000 Penalty: 6138.457031
	Iteration 76Q: 3 clusters Score -2.382994e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231528 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -23830564.000000 Penalty: 6138.457031
	Iteration 77Q: 3 clusters Score -2.383056e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232545 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -23831050.000000 Penalty: 6138.457031
	Iteration 78Q: 3 clusters Score -2.383105e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233384 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -23831352.000000 Penalty: 6138.457031
	Iteration 79Q: 3 clusters Score -2.383135e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234083 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -23831692.000000 Penalty: 6138.457031
	Iteration 80F: 3 clusters Score -2.383169e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234672 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -23832006.000000 Penalty: 6138.457031
	Iteration 81Q: 3 clusters Score -2.383201e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235089 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -23832214.000000 Penalty: 6138.457031
	Iteration 82Q: 3 clusters Score -2.383221e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235390 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -23832290.000000 Penalty: 6138.457031
	Iteration 83Q: 3 clusters Score -2.383229e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235629 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -23832444.000000 Penalty: 6138.457031
	Iteration 84Q: 3 clusters Score -2.383244e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235781 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -23832524.000000 Penalty: 6138.457031
	Iteration 85Q: 3 clusters Score -2.383252e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235904 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -23832588.000000 Penalty: 6138.457031
	Iteration 86Q: 3 clusters Score -2.383259e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235994 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -23832648.000000 Penalty: 6138.457031
	Iteration 87Q: 3 clusters Score -2.383265e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236073 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -23832674.000000 Penalty: 6138.457031
	Iteration 88Q: 3 clusters Score -2.383267e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236128 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -23832686.000000 Penalty: 6138.457031
	Iteration 89Q: 3 clusters Score -2.383269e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236186 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -23832720.000000 Penalty: 6138.457031
	Iteration 90Q: 3 clusters Score -2.383272e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236232 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -23832746.000000 Penalty: 6138.457031
	Iteration 91Q: 3 clusters Score -2.383275e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236267 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -23832724.000000 Penalty: 6138.457031
	Iteration 92Q: 3 clusters Score -2.383272e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236284 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -23832728.000000 Penalty: 6138.457031
	Iteration 93Q: 3 clusters Score -2.383273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236299 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -23832752.000000 Penalty: 6138.457031
	Iteration 94Q: 3 clusters Score -2.383275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236311 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -23832756.000000 Penalty: 6138.457031
	Iteration 95Q: 3 clusters Score -2.383276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236323 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -23832754.000000 Penalty: 6138.457031
	Iteration 96Q: 3 clusters Score -2.383275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236333 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -23832782.000000 Penalty: 6138.457031
	Iteration 97Q: 3 clusters Score -2.383278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236340 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -23832766.000000 Penalty: 6138.457031
	Iteration 98Q: 3 clusters Score -2.383277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236348 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -23832766.000000 Penalty: 6138.457031
	Iteration 99Q: 3 clusters Score -2.383277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236353 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -23832772.000000 Penalty: 6138.457031
	Iteration 100F: 3 clusters Score -2.383277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236360 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -23832786.000000 Penalty: 6138.457031
	Iteration 101Q: 3 clusters Score -2.383279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236366 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -23832800.000000 Penalty: 6138.457031
	Iteration 102Q: 3 clusters Score -2.38328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236372 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -23832802.000000 Penalty: 6138.457031
	Iteration 103Q: 3 clusters Score -2.38328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236379 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -23832818.000000 Penalty: 6138.457031
	Iteration 104Q: 3 clusters Score -2.383282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236387 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -23832806.000000 Penalty: 6138.457031
	Iteration 105Q: 3 clusters Score -2.383281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236389 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -23832796.000000 Penalty: 6138.457031
	Iteration 106Q: 3 clusters Score -2.38328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236391 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -23832820.000000 Penalty: 6138.457031
	Iteration 107Q: 3 clusters Score -2.383282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236392 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -23832826.000000 Penalty: 6138.457031
	Iteration 108Q: 3 clusters Score -2.383283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236393 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -23832810.000000 Penalty: 6138.457031
	Iteration 109Q: 3 clusters Score -2.383281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236392 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -23832800.000000 Penalty: 6138.457031
	Iteration 110Q: 3 clusters Score -2.38328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236391 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -23832800.000000 Penalty: 6138.457031
	Iteration 111Q: 3 clusters Score -2.38328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236391 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -23832800.000000 Penalty: 6138.457031
	Iteration 112F: 3 clusters Score -2.38328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Entering Unmasked Estep 
Score: -1436841.875000 Penalty: 2378.915283
	Iteration 0F: 2 clusters Score -1436842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1426118.750000 Penalty: 4757.830566
	Iteration 0F: 3 clusters Score -1426119 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1429531.250000 Penalty: 4757.830566
	Iteration 1F: 3 clusters Score -1429531 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1430022.625000 Penalty: 4757.830566
	Iteration 2F: 3 clusters Score -1430023 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1430558.375000 Penalty: 4757.830566
	Iteration 3F: 3 clusters Score -1430558 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1431148.125000 Penalty: 4757.830566
	Iteration 4F: 3 clusters Score -1431148 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1431768.000000 Penalty: 4757.830566
	Iteration 5F: 3 clusters Score -1431768 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1432491.250000 Penalty: 4757.830566
	Iteration 6F: 3 clusters Score -1432491 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1433208.750000 Penalty: 4757.830566
	Iteration 7F: 3 clusters Score -1433209 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1433871.250000 Penalty: 4757.830566
	Iteration 8Q: 3 clusters Score -1433871 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1434387.250000 Penalty: 4757.830566
	Iteration 9Q: 3 clusters Score -1434387 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1434763.500000 Penalty: 4757.830566
	Iteration 10Q: 3 clusters Score -1434764 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1435028.500000 Penalty: 4757.830566
	Iteration 11Q: 3 clusters Score -1435028 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1435174.875000 Penalty: 4757.830566
	Iteration 12Q: 3 clusters Score -1435175 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1435270.000000 Penalty: 4757.830566
	Iteration 13Q: 3 clusters Score -1435270 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1435318.625000 Penalty: 4757.830566
	Iteration 14Q: 3 clusters Score -1435319 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1435344.625000 Penalty: 4757.830566
	Iteration 15Q: 3 clusters Score -1435345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1435361.875000 Penalty: 4757.830566
	Iteration 16Q: 3 clusters Score -1435362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1435373.250000 Penalty: 4757.830566
	Iteration 17Q: 3 clusters Score -1435373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1435379.875000 Penalty: 4757.830566
	Iteration 18Q: 3 clusters Score -1435380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1435384.250000 Penalty: 4757.830566
	Iteration 19Q: 3 clusters Score -1435384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1435385.625000 Penalty: 4757.830566
	Iteration 20F: 3 clusters Score -1435386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1435389.250000 Penalty: 4757.830566
	Iteration 21Q: 3 clusters Score -1435389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1435389.625000 Penalty: 4757.830566
	Iteration 22Q: 3 clusters Score -1435390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1435388.375000 Penalty: 4757.830566
	Iteration 23Q: 3 clusters Score -1435388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1435393.000000 Penalty: 4757.830566
	Iteration 24Q: 3 clusters Score -1435393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1435391.125000 Penalty: 4757.830566
	Iteration 25Q: 3 clusters Score -1435391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1435395.375000 Penalty: 4757.830566
	Iteration 26Q: 3 clusters Score -1435395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1435395.500000 Penalty: 4757.830566
	Iteration 27Q: 3 clusters Score -1435396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1435397.250000 Penalty: 4757.830566
	Iteration 28Q: 3 clusters Score -1435397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1435394.125000 Penalty: 4757.830566
	Iteration 29Q: 3 clusters Score -1435394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1435396.125000 Penalty: 4757.830566
	Iteration 30Q: 3 clusters Score -1435396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1435399.125000 Penalty: 4757.830566
	Iteration 31Q: 3 clusters Score -1435399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1435400.500000 Penalty: 4757.830566
	Iteration 32Q: 3 clusters Score -1435400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1435400.500000 Penalty: 4757.830566
	Iteration 33F: 3 clusters Score -1435400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (23773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Entering Unmasked Estep 
Score: -2441977.750000 Penalty: 2498.923828
	Iteration 0F: 2 clusters Score -2441978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2425390.250000 Penalty: 4997.847656
	Iteration 0F: 3 clusters Score -2425390 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2431090.250000 Penalty: 4997.847656
	Iteration 1F: 3 clusters Score -2431090 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2431491.000000 Penalty: 4997.847656
	Iteration 2F: 3 clusters Score -2431491 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2431838.000000 Penalty: 4997.847656
	Iteration 3Q: 3 clusters Score -2431838 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2432158.750000 Penalty: 4997.847656
	Iteration 4Q: 3 clusters Score -2432159 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2432452.750000 Penalty: 4997.847656
	Iteration 5Q: 3 clusters Score -2432453 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2432769.750000 Penalty: 4997.847656
	Iteration 6Q: 3 clusters Score -2432770 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2433140.500000 Penalty: 4997.847656
	Iteration 7Q: 3 clusters Score -2433140 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2433613.250000 Penalty: 4997.847656
	Iteration 8Q: 3 clusters Score -2433613 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2434153.750000 Penalty: 4997.847656
	Iteration 9Q: 3 clusters Score -2434154 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2434816.250000 Penalty: 4997.847656
	Iteration 10Q: 3 clusters Score -2434816 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2435512.500000 Penalty: 4997.847656
	Iteration 11Q: 3 clusters Score -2435512 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2436264.250000 Penalty: 4997.847656
	Iteration 12Q: 3 clusters Score -2436264 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2437008.250000 Penalty: 4997.847656
	Iteration 13Q: 3 clusters Score -2437008 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2437643.500000 Penalty: 4997.847656
	Iteration 14Q: 3 clusters Score -2437644 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2438171.750000 Penalty: 4997.847656
	Iteration 15Q: 3 clusters Score -2438172 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2438569.000000 Penalty: 4997.847656
	Iteration 16Q: 3 clusters Score -2438569 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2438875.500000 Penalty: 4997.847656
	Iteration 17Q: 3 clusters Score -2438876 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2439080.000000 Penalty: 4997.847656
	Iteration 18Q: 3 clusters Score -2439080 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2439230.500000 Penalty: 4997.847656
	Iteration 19Q: 3 clusters Score -2439230 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2439330.500000 Penalty: 4997.847656
	Iteration 20F: 3 clusters Score -2439330 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2439414.250000 Penalty: 4997.847656
	Iteration 21Q: 3 clusters Score -2439414 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2439473.750000 Penalty: 4997.847656
	Iteration 22Q: 3 clusters Score -2439474 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2439527.250000 Penalty: 4997.847656
	Iteration 23Q: 3 clusters Score -2439527 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2439568.500000 Penalty: 4997.847656
	Iteration 24Q: 3 clusters Score -2439568 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2439613.750000 Penalty: 4997.847656
	Iteration 25Q: 3 clusters Score -2439614 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2439645.500000 Penalty: 4997.847656
	Iteration 26Q: 3 clusters Score -2439646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2439661.500000 Penalty: 4997.847656
	Iteration 27Q: 3 clusters Score -2439662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2439678.000000 Penalty: 4997.847656
	Iteration 28Q: 3 clusters Score -2439678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2439702.000000 Penalty: 4997.847656
	Iteration 29Q: 3 clusters Score -2439702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2439731.250000 Penalty: 4997.847656
	Iteration 30Q: 3 clusters Score -2439731 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2439751.250000 Penalty: 4997.847656
	Iteration 31Q: 3 clusters Score -2439751 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2439778.750000 Penalty: 4997.847656
	Iteration 32Q: 3 clusters Score -2439779 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2439805.250000 Penalty: 4997.847656
	Iteration 33Q: 3 clusters Score -2439805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2439820.750000 Penalty: 4997.847656
	Iteration 34Q: 3 clusters Score -2439821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2439829.250000 Penalty: 4997.847656
	Iteration 35Q: 3 clusters Score -2439829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2439840.500000 Penalty: 4997.847656
	Iteration 36Q: 3 clusters Score -2439840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2439853.000000 Penalty: 4997.847656
	Iteration 37Q: 3 clusters Score -2439853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2439859.000000 Penalty: 4997.847656
	Iteration 38Q: 3 clusters Score -2439859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2439872.250000 Penalty: 4997.847656
	Iteration 39Q: 3 clusters Score -2439872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2439883.000000 Penalty: 4997.847656
	Iteration 40F: 3 clusters Score -2439883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2439887.750000 Penalty: 4997.847656
	Iteration 41Q: 3 clusters Score -2439888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2439893.250000 Penalty: 4997.847656
	Iteration 42Q: 3 clusters Score -2439893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2439894.500000 Penalty: 4997.847656
	Iteration 43Q: 3 clusters Score -2439894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2439900.750000 Penalty: 4997.847656
	Iteration 44Q: 3 clusters Score -2439901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2439905.750000 Penalty: 4997.847656
	Iteration 45Q: 3 clusters Score -2439906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2439907.500000 Penalty: 4997.847656
	Iteration 46Q: 3 clusters Score -2439908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2439907.250000 Penalty: 4997.847656
	Iteration 47Q: 3 clusters Score -2439907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2439909.000000 Penalty: 4997.847656
	Iteration 48Q: 3 clusters Score -2439909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2439916.000000 Penalty: 4997.847656
	Iteration 49Q: 3 clusters Score -2439916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2439914.750000 Penalty: 4997.847656
	Iteration 50Q: 3 clusters Score -2439915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2439922.250000 Penalty: 4997.847656
	Iteration 51Q: 3 clusters Score -2439922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2439927.000000 Penalty: 4997.847656
	Iteration 52Q: 3 clusters Score -2439927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2439929.250000 Penalty: 4997.847656
	Iteration 53Q: 3 clusters Score -2439929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2439927.250000 Penalty: 4997.847656
	Iteration 54Q: 3 clusters Score -2439927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2439933.250000 Penalty: 4997.847656
	Iteration 55Q: 3 clusters Score -2439933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2439934.500000 Penalty: 4997.847656
	Iteration 56Q: 3 clusters Score -2439934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2439932.000000 Penalty: 4997.847656
	Iteration 57Q: 3 clusters Score -2439932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2439936.000000 Penalty: 4997.847656
	Iteration 58Q: 3 clusters Score -2439936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2439939.000000 Penalty: 4997.847656
	Iteration 59Q: 3 clusters Score -2439939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2439936.250000 Penalty: 4997.847656
	Iteration 60F: 3 clusters Score -2439936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Entering Unmasked Estep 
Score: -1939027.625000 Penalty: 2452.027100
	Iteration 0F: 2 clusters Score -1939028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1925201.375000 Penalty: 4904.054199
	Iteration 0F: 3 clusters Score -1925201 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1929760.750000 Penalty: 4904.054199
	Iteration 1F: 3 clusters Score -1929761 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1930218.250000 Penalty: 4904.054199
	Iteration 2F: 3 clusters Score -1930218 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1930666.750000 Penalty: 4904.054199
	Iteration 3F: 3 clusters Score -1930667 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1931171.625000 Penalty: 4904.054199
	Iteration 4F: 3 clusters Score -1931172 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1931766.500000 Penalty: 4904.054199
	Iteration 5F: 3 clusters Score -1931766 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1932569.750000 Penalty: 4904.054199
	Iteration 6F: 3 clusters Score -1932570 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1933470.875000 Penalty: 4904.054199
	Iteration 7F: 3 clusters Score -1933471 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1934325.875000 Penalty: 4904.054199
	Iteration 8F: 3 clusters Score -1934326 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1935065.250000 Penalty: 4904.054199
	Iteration 9Q: 3 clusters Score -1935065 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1935635.250000 Penalty: 4904.054199
	Iteration 10Q: 3 clusters Score -1935635 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1936113.625000 Penalty: 4904.054199
	Iteration 11Q: 3 clusters Score -1936114 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1936384.750000 Penalty: 4904.054199
	Iteration 12Q: 3 clusters Score -1936385 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1936611.625000 Penalty: 4904.054199
	Iteration 13Q: 3 clusters Score -1936612 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1936784.250000 Penalty: 4904.054199
	Iteration 14Q: 3 clusters Score -1936784 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1936894.750000 Penalty: 4904.054199
	Iteration 15Q: 3 clusters Score -1936895 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1936971.125000 Penalty: 4904.054199
	Iteration 16Q: 3 clusters Score -1936971 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1937034.625000 Penalty: 4904.054199
	Iteration 17Q: 3 clusters Score -1937035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1937071.000000 Penalty: 4904.054199
	Iteration 18Q: 3 clusters Score -1937071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1937088.750000 Penalty: 4904.054199
	Iteration 19Q: 3 clusters Score -1937089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1937098.000000 Penalty: 4904.054199
	Iteration 20F: 3 clusters Score -1937098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1937107.000000 Penalty: 4904.054199
	Iteration 21Q: 3 clusters Score -1937107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1937111.750000 Penalty: 4904.054199
	Iteration 22Q: 3 clusters Score -1937112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1937111.375000 Penalty: 4904.054199
	Iteration 23Q: 3 clusters Score -1937111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1937114.500000 Penalty: 4904.054199
	Iteration 24Q: 3 clusters Score -1937114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1937113.875000 Penalty: 4904.054199
	Iteration 25Q: 3 clusters Score -1937114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1937112.375000 Penalty: 4904.054199
	Iteration 26Q: 3 clusters Score -1937112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1937114.250000 Penalty: 4904.054199
	Iteration 27Q: 3 clusters Score -1937114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1937119.750000 Penalty: 4904.054199
	Iteration 28Q: 3 clusters Score -1937120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1937119.125000 Penalty: 4904.054199
	Iteration 29Q: 3 clusters Score -1937119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1937120.000000 Penalty: 4904.054199
	Iteration 30Q: 3 clusters Score -1937120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1937119.875000 Penalty: 4904.054199
	Iteration 31Q: 3 clusters Score -1937120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1937120.625000 Penalty: 4904.054199
	Iteration 32Q: 3 clusters Score -1937121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1937120.625000 Penalty: 4904.054199
	Iteration 33F: 3 clusters Score -1937121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -196587.515625 Penalty: 1895.583740
	Iteration 0F: 2 clusters Score -196587.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -193898.921875 Penalty: 3791.167480
	Iteration 0F: 3 clusters Score -193898.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -194375.125000 Penalty: 3791.167480
	Iteration 1F: 3 clusters Score -194375.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -194517.921875 Penalty: 3791.167480
	Iteration 2F: 3 clusters Score -194517.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -194616.562500 Penalty: 3791.167480
	Iteration 3Q: 3 clusters Score -194616.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -194714.593750 Penalty: 3791.167480
	Iteration 4Q: 3 clusters Score -194714.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -194824.843750 Penalty: 3791.167480
	Iteration 5Q: 3 clusters Score -194824.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -194967.531250 Penalty: 3791.167480
	Iteration 6Q: 3 clusters Score -194967.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -195094.687500 Penalty: 3791.167480
	Iteration 7Q: 3 clusters Score -195094.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -195170.109375 Penalty: 3791.167480
	Iteration 8Q: 3 clusters Score -195170.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -195233.906250 Penalty: 3791.167480
	Iteration 9Q: 3 clusters Score -195233.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -195299.906250 Penalty: 3791.167480
	Iteration 10Q: 3 clusters Score -195299.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -195354.593750 Penalty: 3791.167480
	Iteration 11Q: 3 clusters Score -195354.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -195407.218750 Penalty: 3791.167480
	Iteration 12Q: 3 clusters Score -195407.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -195454.359375 Penalty: 3791.167480
	Iteration 13Q: 3 clusters Score -195454.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -195478.203125 Penalty: 3791.167480
	Iteration 14Q: 3 clusters Score -195478.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -195498.250000 Penalty: 3791.167480
	Iteration 15Q: 3 clusters Score -195498.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -195513.140625 Penalty: 3791.167480
	Iteration 16Q: 3 clusters Score -195513.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -195527.718750 Penalty: 3791.167480
	Iteration 17Q: 3 clusters Score -195527.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -195540.718750 Penalty: 3791.167480
	Iteration 18Q: 3 clusters Score -195540.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -195554.406250 Penalty: 3791.167480
	Iteration 19Q: 3 clusters Score -195554.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -195575.265625 Penalty: 3791.167480
	Iteration 20F: 3 clusters Score -195575.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -195598.531250 Penalty: 3791.167480
	Iteration 21Q: 3 clusters Score -195598.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -195616.812500 Penalty: 3791.167480
	Iteration 22Q: 3 clusters Score -195616.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -195634.218750 Penalty: 3791.167480
	Iteration 23Q: 3 clusters Score -195634.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -195642.734375 Penalty: 3791.167480
	Iteration 24Q: 3 clusters Score -195642.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -195650.656250 Penalty: 3791.167480
	Iteration 25Q: 3 clusters Score -195650.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -195662.234375 Penalty: 3791.167480
	Iteration 26Q: 3 clusters Score -195662.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -195672.609375 Penalty: 3791.167480
	Iteration 27Q: 3 clusters Score -195672.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -195680.640625 Penalty: 3791.167480
	Iteration 28Q: 3 clusters Score -195680.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -195690.765625 Penalty: 3791.167480
	Iteration 29Q: 3 clusters Score -195690.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -195701.281250 Penalty: 3791.167480
	Iteration 30Q: 3 clusters Score -195701.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -195710.640625 Penalty: 3791.167480
	Iteration 31Q: 3 clusters Score -195710.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -195720.875000 Penalty: 3791.167480
	Iteration 32Q: 3 clusters Score -195720.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -195726.734375 Penalty: 3791.167480
	Iteration 33Q: 3 clusters Score -195726.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -195730.015625 Penalty: 3791.167480
	Iteration 34Q: 3 clusters Score -195730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -195734.046875 Penalty: 3791.167480
	Iteration 35Q: 3 clusters Score -195734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -195738.015625 Penalty: 3791.167480
	Iteration 36Q: 3 clusters Score -195738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -195742.750000 Penalty: 3791.167480
	Iteration 37Q: 3 clusters Score -195742.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -195753.000000 Penalty: 3791.167480
	Iteration 38Q: 3 clusters Score -195753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -195766.609375 Penalty: 3791.167480
	Iteration 39Q: 3 clusters Score -195766.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -195785.125000 Penalty: 3791.167480
	Iteration 40F: 3 clusters Score -195785.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -195815.093750 Penalty: 3791.167480
	Iteration 41Q: 3 clusters Score -195815.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -195884.125000 Penalty: 3791.167480
	Iteration 42Q: 3 clusters Score -195884.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -195976.984375 Penalty: 3791.167480
	Iteration 43Q: 3 clusters Score -195977 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -196043.390625 Penalty: 3791.167480
	Iteration 44Q: 3 clusters Score -196043.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -196075.953125 Penalty: 3791.167480
	Iteration 45Q: 3 clusters Score -196076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -196089.984375 Penalty: 3791.167480
	Iteration 46Q: 3 clusters Score -196090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -196095.781250 Penalty: 3791.167480
	Iteration 47Q: 3 clusters Score -196095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -196098.750000 Penalty: 3791.167480
	Iteration 48Q: 3 clusters Score -196098.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -196098.750000 Penalty: 3791.167480
	Iteration 49F: 3 clusters Score -196098.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Entering Unmasked Estep 
Score: -1652840.500000 Penalty: 2416.343018
	Iteration 0F: 2 clusters Score -1652840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1640729.500000 Penalty: 4832.686035
	Iteration 0F: 3 clusters Score -1640730 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1644746.625000 Penalty: 4832.686035
	Iteration 1F: 3 clusters Score -1644747 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1645299.625000 Penalty: 4832.686035
	Iteration 2F: 3 clusters Score -1645300 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1645828.000000 Penalty: 4832.686035
	Iteration 3F: 3 clusters Score -1645828 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1646292.625000 Penalty: 4832.686035
	Iteration 4F: 3 clusters Score -1646293 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1646654.875000 Penalty: 4832.686035
	Iteration 5Q: 3 clusters Score -1646655 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1646958.375000 Penalty: 4832.686035
	Iteration 6Q: 3 clusters Score -1646958 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1647219.500000 Penalty: 4832.686035
	Iteration 7Q: 3 clusters Score -1647220 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1647424.125000 Penalty: 4832.686035
	Iteration 8Q: 3 clusters Score -1647424 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1647595.000000 Penalty: 4832.686035
	Iteration 9Q: 3 clusters Score -1647595 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1647754.250000 Penalty: 4832.686035
	Iteration 10Q: 3 clusters Score -1647754 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1647928.750000 Penalty: 4832.686035
	Iteration 11Q: 3 clusters Score -1647929 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1648155.000000 Penalty: 4832.686035
	Iteration 12Q: 3 clusters Score -1648155 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1648408.250000 Penalty: 4832.686035
	Iteration 13Q: 3 clusters Score -1648408 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1648701.250000 Penalty: 4832.686035
	Iteration 14Q: 3 clusters Score -1648701 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1649031.000000 Penalty: 4832.686035
	Iteration 15Q: 3 clusters Score -1649031 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1649318.125000 Penalty: 4832.686035
	Iteration 16Q: 3 clusters Score -1649318 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1649552.625000 Penalty: 4832.686035
	Iteration 17Q: 3 clusters Score -1649553 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1649712.750000 Penalty: 4832.686035
	Iteration 18Q: 3 clusters Score -1649713 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1649857.000000 Penalty: 4832.686035
	Iteration 19Q: 3 clusters Score -1649857 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1649981.250000 Penalty: 4832.686035
	Iteration 20F: 3 clusters Score -1649981 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1650088.375000 Penalty: 4832.686035
	Iteration 21Q: 3 clusters Score -1650088 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1650189.000000 Penalty: 4832.686035
	Iteration 22Q: 3 clusters Score -1650189 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1650279.625000 Penalty: 4832.686035
	Iteration 23Q: 3 clusters Score -1650280 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1650371.375000 Penalty: 4832.686035
	Iteration 24Q: 3 clusters Score -1650371 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1650459.125000 Penalty: 4832.686035
	Iteration 25Q: 3 clusters Score -1650459 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1650549.625000 Penalty: 4832.686035
	Iteration 26Q: 3 clusters Score -1650550 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1650634.250000 Penalty: 4832.686035
	Iteration 27Q: 3 clusters Score -1650634 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1650712.750000 Penalty: 4832.686035
	Iteration 28Q: 3 clusters Score -1650713 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1650771.375000 Penalty: 4832.686035
	Iteration 29Q: 3 clusters Score -1650771 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1650826.750000 Penalty: 4832.686035
	Iteration 30Q: 3 clusters Score -1650827 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1650888.750000 Penalty: 4832.686035
	Iteration 31Q: 3 clusters Score -1650889 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1650936.500000 Penalty: 4832.686035
	Iteration 32Q: 3 clusters Score -1650936 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1650983.000000 Penalty: 4832.686035
	Iteration 33Q: 3 clusters Score -1650983 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1651028.375000 Penalty: 4832.686035
	Iteration 34Q: 3 clusters Score -1651028 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1651074.250000 Penalty: 4832.686035
	Iteration 35Q: 3 clusters Score -1651074 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1651105.750000 Penalty: 4832.686035
	Iteration 36Q: 3 clusters Score -1651106 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1651132.500000 Penalty: 4832.686035
	Iteration 37Q: 3 clusters Score -1651132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1651151.875000 Penalty: 4832.686035
	Iteration 38Q: 3 clusters Score -1651152 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1651174.375000 Penalty: 4832.686035
	Iteration 39Q: 3 clusters Score -1651174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1651193.750000 Penalty: 4832.686035
	Iteration 40F: 3 clusters Score -1651194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1651204.625000 Penalty: 4832.686035
	Iteration 41Q: 3 clusters Score -1651205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1651215.000000 Penalty: 4832.686035
	Iteration 42Q: 3 clusters Score -1651215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1651219.750000 Penalty: 4832.686035
	Iteration 43Q: 3 clusters Score -1651220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1651225.750000 Penalty: 4832.686035
	Iteration 44Q: 3 clusters Score -1651226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1651228.500000 Penalty: 4832.686035
	Iteration 45Q: 3 clusters Score -1651228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1651231.250000 Penalty: 4832.686035
	Iteration 46Q: 3 clusters Score -1651231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1651230.625000 Penalty: 4832.686035
	Iteration 47Q: 3 clusters Score -1651231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1651231.750000 Penalty: 4832.686035
	Iteration 48Q: 3 clusters Score -1651232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1651235.375000 Penalty: 4832.686035
	Iteration 49Q: 3 clusters Score -1651235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1651231.250000 Penalty: 4832.686035
	Iteration 50Q: 3 clusters Score -1651231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1651234.500000 Penalty: 4832.686035
	Iteration 51Q: 3 clusters Score -1651234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1651238.500000 Penalty: 4832.686035
	Iteration 52Q: 3 clusters Score -1651238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1651238.500000 Penalty: 4832.686035
	Iteration 53F: 3 clusters Score -1651238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Entering Unmasked Estep 
Score: -284353.437500 Penalty: 2016.838379
	Iteration 0F: 2 clusters Score -284353.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -280859.687500 Penalty: 4033.676758
	Iteration 0F: 3 clusters Score -280859.7 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -281768.687500 Penalty: 4033.676758
	Iteration 1F: 3 clusters Score -281768.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -282019.937500 Penalty: 4033.676758
	Iteration 2F: 3 clusters Score -282019.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -282175.750000 Penalty: 4033.676758
	Iteration 3Q: 3 clusters Score -282175.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -282297.312500 Penalty: 4033.676758
	Iteration 4Q: 3 clusters Score -282297.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -282411.937500 Penalty: 4033.676758
	Iteration 5Q: 3 clusters Score -282411.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -282491.812500 Penalty: 4033.676758
	Iteration 6Q: 3 clusters Score -282491.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -282550.000000 Penalty: 4033.676758
	Iteration 7Q: 3 clusters Score -282550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -282603.218750 Penalty: 4033.676758
	Iteration 8Q: 3 clusters Score -282603.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -282653.718750 Penalty: 4033.676758
	Iteration 9Q: 3 clusters Score -282653.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -282701.250000 Penalty: 4033.676758
	Iteration 10Q: 3 clusters Score -282701.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -282744.312500 Penalty: 4033.676758
	Iteration 11Q: 3 clusters Score -282744.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -282774.687500 Penalty: 4033.676758
	Iteration 12Q: 3 clusters Score -282774.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -282795.781250 Penalty: 4033.676758
	Iteration 13Q: 3 clusters Score -282795.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -282818.156250 Penalty: 4033.676758
	Iteration 14Q: 3 clusters Score -282818.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -282843.531250 Penalty: 4033.676758
	Iteration 15Q: 3 clusters Score -282843.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -282864.937500 Penalty: 4033.676758
	Iteration 16Q: 3 clusters Score -282864.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -282887.687500 Penalty: 4033.676758
	Iteration 17Q: 3 clusters Score -282887.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -282905.812500 Penalty: 4033.676758
	Iteration 18Q: 3 clusters Score -282905.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -282918.500000 Penalty: 4033.676758
	Iteration 19Q: 3 clusters Score -282918.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -282929.906250 Penalty: 4033.676758
	Iteration 20F: 3 clusters Score -282929.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -282942.343750 Penalty: 4033.676758
	Iteration 21Q: 3 clusters Score -282942.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -282954.406250 Penalty: 4033.676758
	Iteration 22Q: 3 clusters Score -282954.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -282964.625000 Penalty: 4033.676758
	Iteration 23Q: 3 clusters Score -282964.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -282974.781250 Penalty: 4033.676758
	Iteration 24Q: 3 clusters Score -282974.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -282979.343750 Penalty: 4033.676758
	Iteration 25Q: 3 clusters Score -282979.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -282982.406250 Penalty: 4033.676758
	Iteration 26Q: 3 clusters Score -282982.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -282985.312500 Penalty: 4033.676758
	Iteration 27Q: 3 clusters Score -282985.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -282988.750000 Penalty: 4033.676758
	Iteration 28Q: 3 clusters Score -282988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -282992.500000 Penalty: 4033.676758
	Iteration 29Q: 3 clusters Score -282992.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -282997.031250 Penalty: 4033.676758
	Iteration 30Q: 3 clusters Score -282997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -283000.687500 Penalty: 4033.676758
	Iteration 31Q: 3 clusters Score -283000.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -283003.406250 Penalty: 4033.676758
	Iteration 32Q: 3 clusters Score -283003.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -283009.781250 Penalty: 4033.676758
	Iteration 33Q: 3 clusters Score -283009.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -283016.187500 Penalty: 4033.676758
	Iteration 34Q: 3 clusters Score -283016.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -283022.062500 Penalty: 4033.676758
	Iteration 35Q: 3 clusters Score -283022.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -283025.250000 Penalty: 4033.676758
	Iteration 36Q: 3 clusters Score -283025.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -283026.875000 Penalty: 4033.676758
	Iteration 37Q: 3 clusters Score -283026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -283028.375000 Penalty: 4033.676758
	Iteration 38Q: 3 clusters Score -283028.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -283029.093750 Penalty: 4033.676758
	Iteration 39Q: 3 clusters Score -283029.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -283029.906250 Penalty: 4033.676758
	Iteration 40F: 3 clusters Score -283029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -283030.312500 Penalty: 4033.676758
	Iteration 41Q: 3 clusters Score -283030.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -283030.625000 Penalty: 4033.676758
	Iteration 42Q: 3 clusters Score -283030.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -283031.656250 Penalty: 4033.676758
	Iteration 43Q: 3 clusters Score -283031.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -283031.656250 Penalty: 4033.676758
	Iteration 44F: 3 clusters Score -283031.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Entering Unmasked Estep 
Score: -153087.734375 Penalty: 1829.994019
	Iteration 0F: 2 clusters Score -153087.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -150788.968750 Penalty: 3659.988037
	Iteration 0F: 3 clusters Score -150789 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -151226.875000 Penalty: 3659.988037
	Iteration 1F: 3 clusters Score -151226.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -151389.562500 Penalty: 3659.988037
	Iteration 2F: 3 clusters Score -151389.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -151502.890625 Penalty: 3659.988037
	Iteration 3F: 3 clusters Score -151502.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -151590.703125 Penalty: 3659.988037
	Iteration 4Q: 3 clusters Score -151590.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -151644.796875 Penalty: 3659.988037
	Iteration 5Q: 3 clusters Score -151644.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -151676.328125 Penalty: 3659.988037
	Iteration 6Q: 3 clusters Score -151676.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -151708.046875 Penalty: 3659.988037
	Iteration 7Q: 3 clusters Score -151708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -151742.843750 Penalty: 3659.988037
	Iteration 8Q: 3 clusters Score -151742.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -151767.703125 Penalty: 3659.988037
	Iteration 9Q: 3 clusters Score -151767.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -151783.234375 Penalty: 3659.988037
	Iteration 10Q: 3 clusters Score -151783.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -151795.093750 Penalty: 3659.988037
	Iteration 11Q: 3 clusters Score -151795.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -151801.968750 Penalty: 3659.988037
	Iteration 12Q: 3 clusters Score -151802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -151803.984375 Penalty: 3659.988037
	Iteration 13Q: 3 clusters Score -151804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -151809.515625 Penalty: 3659.988037
	Iteration 14Q: 3 clusters Score -151809.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -151819.359375 Penalty: 3659.988037
	Iteration 15Q: 3 clusters Score -151819.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -151828.156250 Penalty: 3659.988037
	Iteration 16Q: 3 clusters Score -151828.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -151830.625000 Penalty: 3659.988037
	Iteration 17Q: 3 clusters Score -151830.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -151831.968750 Penalty: 3659.988037
	Iteration 18Q: 3 clusters Score -151832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -151833.421875 Penalty: 3659.988037
	Iteration 19Q: 3 clusters Score -151833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -151835.015625 Penalty: 3659.988037
	Iteration 20F: 3 clusters Score -151835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -151836.031250 Penalty: 3659.988037
	Iteration 21Q: 3 clusters Score -151836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -151839.531250 Penalty: 3659.988037
	Iteration 22Q: 3 clusters Score -151839.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -151843.359375 Penalty: 3659.988037
	Iteration 23Q: 3 clusters Score -151843.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -151846.515625 Penalty: 3659.988037
	Iteration 24Q: 3 clusters Score -151846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -151846.515625 Penalty: 3659.988037
	Iteration 25F: 3 clusters Score -151846.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Entering Unmasked Estep 
Score: -390523.187500 Penalty: 2062.260498
	Iteration 0F: 2 clusters Score -390523.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -386551.375000 Penalty: 4124.520996
	Iteration 0F: 3 clusters Score -386551.4 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -387430.250000 Penalty: 4124.520996
	Iteration 1F: 3 clusters Score -387430.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -387605.968750 Penalty: 4124.520996
	Iteration 2F: 3 clusters Score -387606 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -387710.156250 Penalty: 4124.520996
	Iteration 3F: 3 clusters Score -387710.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -387773.781250 Penalty: 4124.520996
	Iteration 4Q: 3 clusters Score -387773.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -387838.531250 Penalty: 4124.520996
	Iteration 5Q: 3 clusters Score -387838.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -387896.406250 Penalty: 4124.520996
	Iteration 6Q: 3 clusters Score -387896.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -387941.687500 Penalty: 4124.520996
	Iteration 7Q: 3 clusters Score -387941.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -387983.500000 Penalty: 4124.520996
	Iteration 8Q: 3 clusters Score -387983.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -388030.968750 Penalty: 4124.520996
	Iteration 9Q: 3 clusters Score -388031 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -388080.718750 Penalty: 4124.520996
	Iteration 10Q: 3 clusters Score -388080.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -388148.906250 Penalty: 4124.520996
	Iteration 11Q: 3 clusters Score -388148.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -388227.593750 Penalty: 4124.520996
	Iteration 12Q: 3 clusters Score -388227.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -388324.406250 Penalty: 4124.520996
	Iteration 13Q: 3 clusters Score -388324.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -388437.531250 Penalty: 4124.520996
	Iteration 14Q: 3 clusters Score -388437.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -388568.656250 Penalty: 4124.520996
	Iteration 15Q: 3 clusters Score -388568.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -388714.625000 Penalty: 4124.520996
	Iteration 16Q: 3 clusters Score -388714.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -388874.437500 Penalty: 4124.520996
	Iteration 17Q: 3 clusters Score -388874.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -389019.687500 Penalty: 4124.520996
	Iteration 18Q: 3 clusters Score -389019.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -389128.531250 Penalty: 4124.520996
	Iteration 19Q: 3 clusters Score -389128.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -389225.531250 Penalty: 4124.520996
	Iteration 20F: 3 clusters Score -389225.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -389299.031250 Penalty: 4124.520996
	Iteration 21Q: 3 clusters Score -389299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -389343.906250 Penalty: 4124.520996
	Iteration 22Q: 3 clusters Score -389343.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -389386.906250 Penalty: 4124.520996
	Iteration 23Q: 3 clusters Score -389386.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -389413.125000 Penalty: 4124.520996
	Iteration 24Q: 3 clusters Score -389413.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -389431.156250 Penalty: 4124.520996
	Iteration 25Q: 3 clusters Score -389431.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -389445.218750 Penalty: 4124.520996
	Iteration 26Q: 3 clusters Score -389445.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -389452.437500 Penalty: 4124.520996
	Iteration 27Q: 3 clusters Score -389452.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -389461.625000 Penalty: 4124.520996
	Iteration 28Q: 3 clusters Score -389461.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -389473.843750 Penalty: 4124.520996
	Iteration 29Q: 3 clusters Score -389473.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -389486.093750 Penalty: 4124.520996
	Iteration 30Q: 3 clusters Score -389486.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -389491.187500 Penalty: 4124.520996
	Iteration 31Q: 3 clusters Score -389491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -389495.000000 Penalty: 4124.520996
	Iteration 32Q: 3 clusters Score -389495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -389498.593750 Penalty: 4124.520996
	Iteration 33Q: 3 clusters Score -389498.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -389501.968750 Penalty: 4124.520996
	Iteration 34Q: 3 clusters Score -389502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -389503.218750 Penalty: 4124.520996
	Iteration 35Q: 3 clusters Score -389503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -389503.218750 Penalty: 4124.520996
	Iteration 36F: 3 clusters Score -389503.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (218568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218568 members 
Entering Unmasked Estep 
Score: -22004434.000000 Penalty: 3049.123291
	Iteration 0F: 2 clusters Score -2.200443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109276 members 
Mstep: Class 2 contains 109292 members 
Entering Unmasked Estep 
Score: -21858812.000000 Penalty: 6098.246582
	Iteration 0F: 3 clusters Score -2.185881e+07 nChanged 105057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106977 members 
Mstep: Class 2 contains 111591 members 
Entering Unmasked Estep 
Score: -21920076.000000 Penalty: 6098.246582
	Iteration 1F: 3 clusters Score -2.192008e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106219 members 
Mstep: Class 2 contains 112349 members 
Entering Unmasked Estep 
Score: -21921056.000000 Penalty: 6098.246582
	Iteration 2Q: 3 clusters Score -2.192106e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105033 members 
Mstep: Class 2 contains 113535 members 
Entering Unmasked Estep 
Score: -21922002.000000 Penalty: 6098.246582
	Iteration 3Q: 3 clusters Score -2.1922e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103163 members 
Mstep: Class 2 contains 115405 members 
Entering Unmasked Estep 
Score: -21923110.000000 Penalty: 6098.246582
	Iteration 4Q: 3 clusters Score -2.192311e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100176 members 
Mstep: Class 2 contains 118392 members 
Entering Unmasked Estep 
Score: -21924546.000000 Penalty: 6098.246582
	Iteration 5Q: 3 clusters Score -2.192455e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95746 members 
Mstep: Class 2 contains 122822 members 
Entering Unmasked Estep 
Score: -21926718.000000 Penalty: 6098.246582
	Iteration 6Q: 3 clusters Score -2.192672e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89311 members 
Mstep: Class 2 contains 129257 members 
Entering Unmasked Estep 
Score: -21930090.000000 Penalty: 6098.246582
	Iteration 7Q: 3 clusters Score -2.193009e+07 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80244 members 
Mstep: Class 2 contains 138324 members 
Entering Unmasked Estep 
Score: -21935958.000000 Penalty: 6098.246582
	Iteration 8Q: 3 clusters Score -2.193596e+07 nChanged 13057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 149995 members 
Entering Unmasked Estep 
Score: -21945378.000000 Penalty: 6098.246582
	Iteration 9F: 3 clusters Score -2.194538e+07 nChanged 14348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 163105 members 
Entering Unmasked Estep 
Score: -21957480.000000 Penalty: 6098.246582
	Iteration 10F: 3 clusters Score -2.195748e+07 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 175022 members 
Entering Unmasked Estep 
Score: -21969020.000000 Penalty: 6098.246582
	Iteration 11F: 3 clusters Score -2.196902e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 183861 members 
Entering Unmasked Estep 
Score: -21977218.000000 Penalty: 6098.246582
	Iteration 12Q: 3 clusters Score -2.197722e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 190416 members 
Entering Unmasked Estep 
Score: -21982684.000000 Penalty: 6098.246582
	Iteration 13Q: 3 clusters Score -2.198268e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 195582 members 
Entering Unmasked Estep 
Score: -21986084.000000 Penalty: 6098.246582
	Iteration 14Q: 3 clusters Score -2.198608e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 200065 members 
Entering Unmasked Estep 
Score: -21988910.000000 Penalty: 6098.246582
	Iteration 15Q: 3 clusters Score -2.198891e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 203986 members 
Entering Unmasked Estep 
Score: -21991544.000000 Penalty: 6098.246582
	Iteration 16Q: 3 clusters Score -2.199154e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 207449 members 
Entering Unmasked Estep 
Score: -21993892.000000 Penalty: 6098.246582
	Iteration 17Q: 3 clusters Score -2.199389e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 210303 members 
Entering Unmasked Estep 
Score: -21995760.000000 Penalty: 6098.246582
	Iteration 18Q: 3 clusters Score -2.199576e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 212626 members 
Entering Unmasked Estep 
Score: -21997426.000000 Penalty: 6098.246582
	Iteration 19Q: 3 clusters Score -2.199743e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 214473 members 
Entering Unmasked Estep 
Score: -21998952.000000 Penalty: 6098.246582
	Iteration 20F: 3 clusters Score -2.199895e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 215826 members 
Entering Unmasked Estep 
Score: -22000034.000000 Penalty: 6098.246582
	Iteration 21Q: 3 clusters Score -2.200003e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 216691 members 
Entering Unmasked Estep 
Score: -22000692.000000 Penalty: 6098.246582
	Iteration 22Q: 3 clusters Score -2.200069e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 217239 members 
Entering Unmasked Estep 
Score: -22001038.000000 Penalty: 6098.246582
	Iteration 23Q: 3 clusters Score -2.200104e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 217571 members 
Entering Unmasked Estep 
Score: -22001310.000000 Penalty: 6098.246582
	Iteration 24Q: 3 clusters Score -2.200131e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 217756 members 
Entering Unmasked Estep 
Score: -22001436.000000 Penalty: 6098.246582
	Iteration 25Q: 3 clusters Score -2.200144e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 217869 members 
Entering Unmasked Estep 
Score: -22001526.000000 Penalty: 6098.246582
	Iteration 26Q: 3 clusters Score -2.200153e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 217939 members 
Entering Unmasked Estep 
Score: -22001586.000000 Penalty: 6098.246582
	Iteration 27Q: 3 clusters Score -2.200159e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 217984 members 
Entering Unmasked Estep 
Score: -22001634.000000 Penalty: 6098.246582
	Iteration 28Q: 3 clusters Score -2.200163e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 218025 members 
Entering Unmasked Estep 
Score: -22001680.000000 Penalty: 6098.246582
	Iteration 29Q: 3 clusters Score -2.200168e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 218053 members 
Entering Unmasked Estep 
Score: -22001684.000000 Penalty: 6098.246582
	Iteration 30Q: 3 clusters Score -2.200168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 218073 members 
Entering Unmasked Estep 
Score: -22001690.000000 Penalty: 6098.246582
	Iteration 31Q: 3 clusters Score -2.200169e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 218091 members 
Entering Unmasked Estep 
Score: -22001706.000000 Penalty: 6098.246582
	Iteration 32Q: 3 clusters Score -2.200171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 218098 members 
Entering Unmasked Estep 
Score: -22001714.000000 Penalty: 6098.246582
	Iteration 33Q: 3 clusters Score -2.200171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 218111 members 
Entering Unmasked Estep 
Score: -22001754.000000 Penalty: 6098.246582
	Iteration 34Q: 3 clusters Score -2.200175e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 218122 members 
Entering Unmasked Estep 
Score: -22001748.000000 Penalty: 6098.246582
	Iteration 35Q: 3 clusters Score -2.200175e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 218135 members 
Entering Unmasked Estep 
Score: -22001760.000000 Penalty: 6098.246582
	Iteration 36Q: 3 clusters Score -2.200176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 218141 members 
Entering Unmasked Estep 
Score: -22001782.000000 Penalty: 6098.246582
	Iteration 37Q: 3 clusters Score -2.200178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 218148 members 
Entering Unmasked Estep 
Score: -22001800.000000 Penalty: 6098.246582
	Iteration 38Q: 3 clusters Score -2.20018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 218154 members 
Entering Unmasked Estep 
Score: -22001788.000000 Penalty: 6098.246582
	Iteration 39Q: 3 clusters Score -2.200179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 218158 members 
Entering Unmasked Estep 
Score: -22001808.000000 Penalty: 6098.246582
	Iteration 40F: 3 clusters Score -2.200181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 218162 members 
Entering Unmasked Estep 
Score: -22001818.000000 Penalty: 6098.246582
	Iteration 41Q: 3 clusters Score -2.200182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 218163 members 
Entering Unmasked Estep 
Score: -22001814.000000 Penalty: 6098.246582
	Iteration 42Q: 3 clusters Score -2.200181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 218167 members 
Entering Unmasked Estep 
Score: -22001824.000000 Penalty: 6098.246582
	Iteration 43Q: 3 clusters Score -2.200182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 218175 members 
Entering Unmasked Estep 
Score: -22001840.000000 Penalty: 6098.246582
	Iteration 44Q: 3 clusters Score -2.200184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 218179 members 
Entering Unmasked Estep 
Score: -22001852.000000 Penalty: 6098.246582
	Iteration 45Q: 3 clusters Score -2.200185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 218182 members 
Entering Unmasked Estep 
Score: -22001850.000000 Penalty: 6098.246582
	Iteration 46Q: 3 clusters Score -2.200185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 218184 members 
Entering Unmasked Estep 
Score: -22001858.000000 Penalty: 6098.246582
	Iteration 47Q: 3 clusters Score -2.200186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 218186 members 
Entering Unmasked Estep 
Score: -22001866.000000 Penalty: 6098.246582
	Iteration 48Q: 3 clusters Score -2.200187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 218186 members 
Entering Unmasked Estep 
Score: -22001872.000000 Penalty: 6098.246582
	Iteration 49Q: 3 clusters Score -2.200187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 218187 members 
Entering Unmasked Estep 
Score: -22001862.000000 Penalty: 6098.246582
	Iteration 50Q: 3 clusters Score -2.200186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 218187 members 
Entering Unmasked Estep 
Score: -22001874.000000 Penalty: 6098.246582
	Iteration 51Q: 3 clusters Score -2.200187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 218190 members 
Entering Unmasked Estep 
Score: -22001872.000000 Penalty: 6098.246582
	Iteration 52Q: 3 clusters Score -2.200187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 218190 members 
Entering Unmasked Estep 
Score: -22001872.000000 Penalty: 6098.246582
	Iteration 53F: 3 clusters Score -2.200187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (42660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Entering Unmasked Estep 
Score: -4327070.000000 Penalty: 2643.932373
	Iteration 0F: 2 clusters Score -4327070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -4298250.000000 Penalty: 5287.864746
	Iteration 0F: 3 clusters Score -4298250 nChanged 19510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -4309180.000000 Penalty: 5287.864746
	Iteration 1F: 3 clusters Score -4309180 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -4309793.000000 Penalty: 5287.864746
	Iteration 2Q: 3 clusters Score -4309793 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -4310468.000000 Penalty: 5287.864746
	Iteration 3Q: 3 clusters Score -4310468 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -4311221.000000 Penalty: 5287.864746
	Iteration 4Q: 3 clusters Score -4311221 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -4312071.500000 Penalty: 5287.864746
	Iteration 5Q: 3 clusters Score -4312072 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -4313315.000000 Penalty: 5287.864746
	Iteration 6F: 3 clusters Score -4313315 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -4314956.000000 Penalty: 5287.864746
	Iteration 7F: 3 clusters Score -4314956 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -4317096.000000 Penalty: 5287.864746
	Iteration 8F: 3 clusters Score -4317096 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -4319250.000000 Penalty: 5287.864746
	Iteration 9F: 3 clusters Score -4319250 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -4320427.000000 Penalty: 5287.864746
	Iteration 10Q: 3 clusters Score -4320427 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -4320924.000000 Penalty: 5287.864746
	Iteration 11Q: 3 clusters Score -4320924 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -4321176.500000 Penalty: 5287.864746
	Iteration 12Q: 3 clusters Score -4321176 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -4321368.000000 Penalty: 5287.864746
	Iteration 13Q: 3 clusters Score -4321368 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4321515.500000 Penalty: 5287.864746
	Iteration 14Q: 3 clusters Score -4321516 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4321683.000000 Penalty: 5287.864746
	Iteration 15Q: 3 clusters Score -4321683 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -4321795.000000 Penalty: 5287.864746
	Iteration 16Q: 3 clusters Score -4321795 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -4321890.500000 Penalty: 5287.864746
	Iteration 17Q: 3 clusters Score -4321890 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -4321985.000000 Penalty: 5287.864746
	Iteration 18Q: 3 clusters Score -4321985 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4322060.500000 Penalty: 5287.864746
	Iteration 19Q: 3 clusters Score -4322060 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4322141.500000 Penalty: 5287.864746
	Iteration 20F: 3 clusters Score -4322142 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -4322229.500000 Penalty: 5287.864746
	Iteration 21Q: 3 clusters Score -4322230 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4322323.000000 Penalty: 5287.864746
	Iteration 22Q: 3 clusters Score -4322323 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -4322403.500000 Penalty: 5287.864746
	Iteration 23Q: 3 clusters Score -4322404 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -4322496.000000 Penalty: 5287.864746
	Iteration 24Q: 3 clusters Score -4322496 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -4322577.000000 Penalty: 5287.864746
	Iteration 25Q: 3 clusters Score -4322577 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4322663.000000 Penalty: 5287.864746
	Iteration 26Q: 3 clusters Score -4322663 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -4322760.500000 Penalty: 5287.864746
	Iteration 27Q: 3 clusters Score -4322760 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -4322859.500000 Penalty: 5287.864746
	Iteration 28Q: 3 clusters Score -4322860 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -4322956.000000 Penalty: 5287.864746
	Iteration 29Q: 3 clusters Score -4322956 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -4323027.500000 Penalty: 5287.864746
	Iteration 30Q: 3 clusters Score -4323028 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -4323122.000000 Penalty: 5287.864746
	Iteration 31Q: 3 clusters Score -4323122 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -4323207.500000 Penalty: 5287.864746
	Iteration 32Q: 3 clusters Score -4323208 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4323282.500000 Penalty: 5287.864746
	Iteration 33Q: 3 clusters Score -4323282 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -4323364.000000 Penalty: 5287.864746
	Iteration 34Q: 3 clusters Score -4323364 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -4323453.000000 Penalty: 5287.864746
	Iteration 35Q: 3 clusters Score -4323453 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -4323535.000000 Penalty: 5287.864746
	Iteration 36Q: 3 clusters Score -4323535 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -4323612.000000 Penalty: 5287.864746
	Iteration 37Q: 3 clusters Score -4323612 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -4323709.000000 Penalty: 5287.864746
	Iteration 38Q: 3 clusters Score -4323709 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -4323789.000000 Penalty: 5287.864746
	Iteration 39Q: 3 clusters Score -4323789 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -4323842.000000 Penalty: 5287.864746
	Iteration 40F: 3 clusters Score -4323842 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -4323910.000000 Penalty: 5287.864746
	Iteration 41Q: 3 clusters Score -4323910 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -4323948.500000 Penalty: 5287.864746
	Iteration 42Q: 3 clusters Score -4323948 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -4324009.500000 Penalty: 5287.864746
	Iteration 43Q: 3 clusters Score -4324010 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -4324051.000000 Penalty: 5287.864746
	Iteration 44Q: 3 clusters Score -4324051 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -4324103.500000 Penalty: 5287.864746
	Iteration 45Q: 3 clusters Score -4324104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -4324149.000000 Penalty: 5287.864746
	Iteration 46Q: 3 clusters Score -4324149 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -4324203.000000 Penalty: 5287.864746
	Iteration 47Q: 3 clusters Score -4324203 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -4324254.500000 Penalty: 5287.864746
	Iteration 48Q: 3 clusters Score -4324254 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -4324311.500000 Penalty: 5287.864746
	Iteration 49Q: 3 clusters Score -4324312 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -4324334.500000 Penalty: 5287.864746
	Iteration 50Q: 3 clusters Score -4324334 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -4324365.500000 Penalty: 5287.864746
	Iteration 51Q: 3 clusters Score -4324366 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -4324413.000000 Penalty: 5287.864746
	Iteration 52Q: 3 clusters Score -4324413 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -4324427.500000 Penalty: 5287.864746
	Iteration 53Q: 3 clusters Score -4324428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -4324465.000000 Penalty: 5287.864746
	Iteration 54Q: 3 clusters Score -4324465 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -4324487.000000 Penalty: 5287.864746
	Iteration 55Q: 3 clusters Score -4324487 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -4324497.500000 Penalty: 5287.864746
	Iteration 56Q: 3 clusters Score -4324498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -4324513.000000 Penalty: 5287.864746
	Iteration 57Q: 3 clusters Score -4324513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -4324517.500000 Penalty: 5287.864746
	Iteration 58Q: 3 clusters Score -4324518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -4324537.000000 Penalty: 5287.864746
	Iteration 59Q: 3 clusters Score -4324537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -4324554.000000 Penalty: 5287.864746
	Iteration 60F: 3 clusters Score -4324554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -4324557.500000 Penalty: 5287.864746
	Iteration 61Q: 3 clusters Score -4324558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -4324564.500000 Penalty: 5287.864746
	Iteration 62Q: 3 clusters Score -4324564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -4324579.000000 Penalty: 5287.864746
	Iteration 63Q: 3 clusters Score -4324579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -4324605.000000 Penalty: 5287.864746
	Iteration 64Q: 3 clusters Score -4324605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -4324618.000000 Penalty: 5287.864746
	Iteration 65Q: 3 clusters Score -4324618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -4324621.500000 Penalty: 5287.864746
	Iteration 66Q: 3 clusters Score -4324622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -4324626.500000 Penalty: 5287.864746
	Iteration 67Q: 3 clusters Score -4324626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -4324630.500000 Penalty: 5287.864746
	Iteration 68Q: 3 clusters Score -4324630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -4324635.000000 Penalty: 5287.864746
	Iteration 69Q: 3 clusters Score -4324635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -4324641.000000 Penalty: 5287.864746
	Iteration 70Q: 3 clusters Score -4324641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -4324645.500000 Penalty: 5287.864746
	Iteration 71Q: 3 clusters Score -4324646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -4324645.500000 Penalty: 5287.864746
	Iteration 72Q: 3 clusters Score -4324646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -4324655.000000 Penalty: 5287.864746
	Iteration 73Q: 3 clusters Score -4324655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -4324653.000000 Penalty: 5287.864746
	Iteration 74Q: 3 clusters Score -4324653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -4324653.500000 Penalty: 5287.864746
	Iteration 75Q: 3 clusters Score -4324654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -4324657.000000 Penalty: 5287.864746
	Iteration 76Q: 3 clusters Score -4324657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -4324657.500000 Penalty: 5287.864746
	Iteration 77Q: 3 clusters Score -4324658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -4324659.000000 Penalty: 5287.864746
	Iteration 78Q: 3 clusters Score -4324659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -4324662.000000 Penalty: 5287.864746
	Iteration 79Q: 3 clusters Score -4324662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -4324666.000000 Penalty: 5287.864746
	Iteration 80F: 3 clusters Score -4324666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -4324672.500000 Penalty: 5287.864746
	Iteration 81Q: 3 clusters Score -4324672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -4324679.000000 Penalty: 5287.864746
	Iteration 82Q: 3 clusters Score -4324679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -4324695.500000 Penalty: 5287.864746
	Iteration 83Q: 3 clusters Score -4324696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -4324712.500000 Penalty: 5287.864746
	Iteration 84Q: 3 clusters Score -4324712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -4324716.500000 Penalty: 5287.864746
	Iteration 85Q: 3 clusters Score -4324716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -4324728.000000 Penalty: 5287.864746
	Iteration 86Q: 3 clusters Score -4324728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -4324734.000000 Penalty: 5287.864746
	Iteration 87Q: 3 clusters Score -4324734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -4324740.500000 Penalty: 5287.864746
	Iteration 88Q: 3 clusters Score -4324740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -4324735.000000 Penalty: 5287.864746
	Iteration 89Q: 3 clusters Score -4324735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -4324726.000000 Penalty: 5287.864746
	Iteration 90Q: 3 clusters Score -4324726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -4324722.000000 Penalty: 5287.864746
	Iteration 91Q: 3 clusters Score -4324722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -4324730.500000 Penalty: 5287.864746
	Iteration 92Q: 3 clusters Score -4324730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -4324734.000000 Penalty: 5287.864746
	Iteration 93Q: 3 clusters Score -4324734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -4324738.000000 Penalty: 5287.864746
	Iteration 94Q: 3 clusters Score -4324738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -4324745.500000 Penalty: 5287.864746
	Iteration 95Q: 3 clusters Score -4324746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -4324745.000000 Penalty: 5287.864746
	Iteration 96Q: 3 clusters Score -4324745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -4324747.500000 Penalty: 5287.864746
	Iteration 97Q: 3 clusters Score -4324748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -4324752.500000 Penalty: 5287.864746
	Iteration 98Q: 3 clusters Score -4324752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -4324760.000000 Penalty: 5287.864746
	Iteration 99Q: 3 clusters Score -4324760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -4324760.000000 Penalty: 5287.864746
	Iteration 100F: 3 clusters Score -4324760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -4324764.000000 Penalty: 5287.864746
	Iteration 101Q: 3 clusters Score -4324764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -4324762.000000 Penalty: 5287.864746
	Iteration 102Q: 3 clusters Score -4324762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -4324772.000000 Penalty: 5287.864746
	Iteration 103Q: 3 clusters Score -4324772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -4324774.000000 Penalty: 5287.864746
	Iteration 104Q: 3 clusters Score -4324774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -4324778.000000 Penalty: 5287.864746
	Iteration 105Q: 3 clusters Score -4324778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -4324776.500000 Penalty: 5287.864746
	Iteration 106Q: 3 clusters Score -4324776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -4324776.500000 Penalty: 5287.864746
	Iteration 107Q: 3 clusters Score -4324776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -4324776.500000 Penalty: 5287.864746
	Iteration 108F: 3 clusters Score -4324776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -190696.859375 Penalty: 1887.491455
	Iteration 0F: 2 clusters Score -190696.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -188071.500000 Penalty: 3774.982910
	Iteration 0F: 3 clusters Score -188071.5 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -188554.343750 Penalty: 3774.982910
	Iteration 1F: 3 clusters Score -188554.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -188686.859375 Penalty: 3774.982910
	Iteration 2F: 3 clusters Score -188686.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -188743.593750 Penalty: 3774.982910
	Iteration 3Q: 3 clusters Score -188743.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -188788.125000 Penalty: 3774.982910
	Iteration 4Q: 3 clusters Score -188788.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -188815.468750 Penalty: 3774.982910
	Iteration 5Q: 3 clusters Score -188815.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -188829.937500 Penalty: 3774.982910
	Iteration 6Q: 3 clusters Score -188829.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -188841.140625 Penalty: 3774.982910
	Iteration 7Q: 3 clusters Score -188841.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -188856.671875 Penalty: 3774.982910
	Iteration 8Q: 3 clusters Score -188856.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -188867.750000 Penalty: 3774.982910
	Iteration 9Q: 3 clusters Score -188867.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -188870.828125 Penalty: 3774.982910
	Iteration 10Q: 3 clusters Score -188870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -188874.968750 Penalty: 3774.982910
	Iteration 11Q: 3 clusters Score -188875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -188878.453125 Penalty: 3774.982910
	Iteration 12Q: 3 clusters Score -188878.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -188881.203125 Penalty: 3774.982910
	Iteration 13Q: 3 clusters Score -188881.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -188884.375000 Penalty: 3774.982910
	Iteration 14Q: 3 clusters Score -188884.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -188889.171875 Penalty: 3774.982910
	Iteration 15Q: 3 clusters Score -188889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -188892.937500 Penalty: 3774.982910
	Iteration 16Q: 3 clusters Score -188892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -188897.718750 Penalty: 3774.982910
	Iteration 17Q: 3 clusters Score -188897.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -188903.187500 Penalty: 3774.982910
	Iteration 18Q: 3 clusters Score -188903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -188903.906250 Penalty: 3774.982910
	Iteration 19Q: 3 clusters Score -188903.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -188903.906250 Penalty: 3774.982910
	Iteration 20F: 3 clusters Score -188903.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 163434 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 47395 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64819 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15184 members 
Mstep: Class 16 contains 69414 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232756 members 
Mstep: Class 20 contains 39236 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190303 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237025 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23773 members 
Mstep: Class 27 contains 19677 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218568 members 
Mstep: Class 34 contains 42660 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156480.000000 Penalty: 124097.632812
Iteration 199Q: 36 clusters Score -1.571565e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 163434 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 47395 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64819 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15184 members 
Mstep: Class 16 contains 69414 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232756 members 
Mstep: Class 20 contains 39236 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190304 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237026 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23774 members 
Mstep: Class 27 contains 19673 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218569 members 
Mstep: Class 34 contains 42660 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156384.000000 Penalty: 124097.632812
Iteration 200F: 36 clusters Score -1.571564e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 163433 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23936 members 
Mstep: Class 10 contains 47395 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64819 members 
Mstep: Class 14 contains 16548 members 
Mstep: Class 15 contains 15183 members 
Mstep: Class 16 contains 69414 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232757 members 
Mstep: Class 20 contains 39234 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190308 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237023 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23776 members 
Mstep: Class 27 contains 19673 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218567 members 
Mstep: Class 34 contains 42661 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156368.000000 Penalty: 124097.632812
Iteration 201Q: 36 clusters Score -1.571564e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 163432 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23936 members 
Mstep: Class 10 contains 47395 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64820 members 
Mstep: Class 14 contains 16550 members 
Mstep: Class 15 contains 15181 members 
Mstep: Class 16 contains 69415 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232757 members 
Mstep: Class 20 contains 39234 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190313 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237021 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23777 members 
Mstep: Class 27 contains 19670 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218565 members 
Mstep: Class 34 contains 42661 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156400.000000 Penalty: 124097.632812
Iteration 202Q: 36 clusters Score -1.571564e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 163432 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23936 members 
Mstep: Class 10 contains 47395 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64822 members 
Mstep: Class 14 contains 16550 members 
Mstep: Class 15 contains 15180 members 
Mstep: Class 16 contains 69415 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232757 members 
Mstep: Class 20 contains 39234 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190317 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237020 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23777 members 
Mstep: Class 27 contains 19669 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218560 members 
Mstep: Class 34 contains 42663 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156368.000000 Penalty: 124097.632812
Iteration 203Q: 36 clusters Score -1.571564e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 163432 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23936 members 
Mstep: Class 10 contains 47396 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64823 members 
Mstep: Class 14 contains 16550 members 
Mstep: Class 15 contains 15181 members 
Mstep: Class 16 contains 69415 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232758 members 
Mstep: Class 20 contains 39234 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190317 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237019 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23778 members 
Mstep: Class 27 contains 19668 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218557 members 
Mstep: Class 34 contains 42663 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156352.000000 Penalty: 124097.632812
Iteration 204Q: 36 clusters Score -1.571564e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 163432 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23936 members 
Mstep: Class 10 contains 47396 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64822 members 
Mstep: Class 14 contains 16550 members 
Mstep: Class 15 contains 15181 members 
Mstep: Class 16 contains 69416 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232758 members 
Mstep: Class 20 contains 39234 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190317 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237019 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23779 members 
Mstep: Class 27 contains 19667 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218557 members 
Mstep: Class 34 contains 42663 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156320.000000 Penalty: 124097.632812
Iteration 205Q: 36 clusters Score -1.571563e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 163432 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23936 members 
Mstep: Class 10 contains 47396 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64821 members 
Mstep: Class 14 contains 16550 members 
Mstep: Class 15 contains 15181 members 
Mstep: Class 16 contains 69416 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232758 members 
Mstep: Class 20 contains 39234 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190318 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237020 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23779 members 
Mstep: Class 27 contains 19667 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218556 members 
Mstep: Class 34 contains 42663 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156304.000000 Penalty: 124097.632812
Iteration 206Q: 36 clusters Score -1.571563e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 163432 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23936 members 
Mstep: Class 10 contains 47396 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64821 members 
Mstep: Class 14 contains 16550 members 
Mstep: Class 15 contains 15181 members 
Mstep: Class 16 contains 69416 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232758 members 
Mstep: Class 20 contains 39234 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 190318 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237020 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23779 members 
Mstep: Class 27 contains 19667 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218556 members 
Mstep: Class 34 contains 42663 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156304.000000 Penalty: 124097.632812
Iteration 207F: 36 clusters Score -1.571563e+08 nChanged 0
Entering ConstructFrom: 
Score: -157156304.000000 Penalty: 124097.632812
Entering ConstructFrom: 
Trying to split cluster 1 (4971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Entering Unmasked Estep 
Score: -475465.437500 Penalty: 2110.821289
	Iteration 0F: 2 clusters Score -475465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -470959.375000 Penalty: 4221.642578
	Iteration 0F: 3 clusters Score -470959.4 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -472145.093750 Penalty: 4221.642578
	Iteration 1F: 3 clusters Score -472145.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -472444.437500 Penalty: 4221.642578
	Iteration 2F: 3 clusters Score -472444.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -472695.343750 Penalty: 4221.642578
	Iteration 3F: 3 clusters Score -472695.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -472922.062500 Penalty: 4221.642578
	Iteration 4F: 3 clusters Score -472922.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -473130.656250 Penalty: 4221.642578
	Iteration 5F: 3 clusters Score -473130.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -473360.406250 Penalty: 4221.642578
	Iteration 6Q: 3 clusters Score -473360.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -473683.937500 Penalty: 4221.642578
	Iteration 7F: 3 clusters Score -473683.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -473986.968750 Penalty: 4221.642578
	Iteration 8F: 3 clusters Score -473987 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -474212.125000 Penalty: 4221.642578
	Iteration 9Q: 3 clusters Score -474212.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -474346.562500 Penalty: 4221.642578
	Iteration 10Q: 3 clusters Score -474346.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -474434.937500 Penalty: 4221.642578
	Iteration 11Q: 3 clusters Score -474434.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -474488.625000 Penalty: 4221.642578
	Iteration 12Q: 3 clusters Score -474488.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -474522.468750 Penalty: 4221.642578
	Iteration 13Q: 3 clusters Score -474522.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -474549.375000 Penalty: 4221.642578
	Iteration 14Q: 3 clusters Score -474549.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -474583.468750 Penalty: 4221.642578
	Iteration 15Q: 3 clusters Score -474583.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -474624.750000 Penalty: 4221.642578
	Iteration 16Q: 3 clusters Score -474624.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -474706.906250 Penalty: 4221.642578
	Iteration 17Q: 3 clusters Score -474706.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -474764.031250 Penalty: 4221.642578
	Iteration 18Q: 3 clusters Score -474764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -474793.281250 Penalty: 4221.642578
	Iteration 19Q: 3 clusters Score -474793.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -474808.500000 Penalty: 4221.642578
	Iteration 20F: 3 clusters Score -474808.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -474816.875000 Penalty: 4221.642578
	Iteration 21Q: 3 clusters Score -474816.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -474827.031250 Penalty: 4221.642578
	Iteration 22Q: 3 clusters Score -474827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -474830.593750 Penalty: 4221.642578
	Iteration 23Q: 3 clusters Score -474830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -474832.937500 Penalty: 4221.642578
	Iteration 24Q: 3 clusters Score -474832.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -474835.000000 Penalty: 4221.642578
	Iteration 25Q: 3 clusters Score -474835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -474835.718750 Penalty: 4221.642578
	Iteration 26Q: 3 clusters Score -474835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -474838.093750 Penalty: 4221.642578
	Iteration 27Q: 3 clusters Score -474838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -474839.187500 Penalty: 4221.642578
	Iteration 28Q: 3 clusters Score -474839.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -474841.187500 Penalty: 4221.642578
	Iteration 29Q: 3 clusters Score -474841.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -474842.781250 Penalty: 4221.642578
	Iteration 30Q: 3 clusters Score -474842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -474843.687500 Penalty: 4221.642578
	Iteration 31Q: 3 clusters Score -474843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -474845.843750 Penalty: 4221.642578
	Iteration 32Q: 3 clusters Score -474845.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -474846.656250 Penalty: 4221.642578
	Iteration 33Q: 3 clusters Score -474846.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -474846.093750 Penalty: 4221.642578
	Iteration 34Q: 3 clusters Score -474846.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -474847.562500 Penalty: 4221.642578
	Iteration 35Q: 3 clusters Score -474847.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -474847.562500 Penalty: 4221.642578
	Iteration 36F: 3 clusters Score -474847.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -260091.781250 Penalty: 1950.185547
	Iteration 0F: 2 clusters Score -260091.8 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 1305 members 
Entering Unmasked Estep 
Score: -257065.328125 Penalty: 3900.371094
	Iteration 0F: 3 clusters Score -257065.3 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -257622.203125 Penalty: 3900.371094
	Iteration 1F: 3 clusters Score -257622.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -257765.921875 Penalty: 3900.371094
	Iteration 2F: 3 clusters Score -257765.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -257862.328125 Penalty: 3900.371094
	Iteration 3Q: 3 clusters Score -257862.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -257921.328125 Penalty: 3900.371094
	Iteration 4Q: 3 clusters Score -257921.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -257964.000000 Penalty: 3900.371094
	Iteration 5Q: 3 clusters Score -257964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -258000.375000 Penalty: 3900.371094
	Iteration 6Q: 3 clusters Score -258000.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -258033.437500 Penalty: 3900.371094
	Iteration 7Q: 3 clusters Score -258033.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -258057.312500 Penalty: 3900.371094
	Iteration 8Q: 3 clusters Score -258057.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -258081.343750 Penalty: 3900.371094
	Iteration 9Q: 3 clusters Score -258081.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -258115.890625 Penalty: 3900.371094
	Iteration 10Q: 3 clusters Score -258115.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -258143.453125 Penalty: 3900.371094
	Iteration 11Q: 3 clusters Score -258143.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -258165.453125 Penalty: 3900.371094
	Iteration 12Q: 3 clusters Score -258165.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -258192.875000 Penalty: 3900.371094
	Iteration 13Q: 3 clusters Score -258192.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -258215.109375 Penalty: 3900.371094
	Iteration 14Q: 3 clusters Score -258215.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -258242.093750 Penalty: 3900.371094
	Iteration 15Q: 3 clusters Score -258242.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -258279.437500 Penalty: 3900.371094
	Iteration 16Q: 3 clusters Score -258279.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -258321.281250 Penalty: 3900.371094
	Iteration 17Q: 3 clusters Score -258321.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -258367.531250 Penalty: 3900.371094
	Iteration 18Q: 3 clusters Score -258367.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -258399.859375 Penalty: 3900.371094
	Iteration 19Q: 3 clusters Score -258399.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -258425.578125 Penalty: 3900.371094
	Iteration 20F: 3 clusters Score -258425.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -258450.062500 Penalty: 3900.371094
	Iteration 21Q: 3 clusters Score -258450.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -258479.328125 Penalty: 3900.371094
	Iteration 22Q: 3 clusters Score -258479.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -258512.218750 Penalty: 3900.371094
	Iteration 23Q: 3 clusters Score -258512.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -258541.453125 Penalty: 3900.371094
	Iteration 24Q: 3 clusters Score -258541.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -258572.390625 Penalty: 3900.371094
	Iteration 25Q: 3 clusters Score -258572.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -258610.609375 Penalty: 3900.371094
	Iteration 26Q: 3 clusters Score -258610.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -258646.250000 Penalty: 3900.371094
	Iteration 27Q: 3 clusters Score -258646.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -258684.984375 Penalty: 3900.371094
	Iteration 28Q: 3 clusters Score -258685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -258721.078125 Penalty: 3900.371094
	Iteration 29Q: 3 clusters Score -258721.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -258767.000000 Penalty: 3900.371094
	Iteration 30Q: 3 clusters Score -258767 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -258821.734375 Penalty: 3900.371094
	Iteration 31Q: 3 clusters Score -258821.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -258863.109375 Penalty: 3900.371094
	Iteration 32Q: 3 clusters Score -258863.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -258902.234375 Penalty: 3900.371094
	Iteration 33Q: 3 clusters Score -258902.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -258926.656250 Penalty: 3900.371094
	Iteration 34Q: 3 clusters Score -258926.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -258944.812500 Penalty: 3900.371094
	Iteration 35Q: 3 clusters Score -258944.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -258957.890625 Penalty: 3900.371094
	Iteration 36Q: 3 clusters Score -258957.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -258968.875000 Penalty: 3900.371094
	Iteration 37Q: 3 clusters Score -258968.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -258974.812500 Penalty: 3900.371094
	Iteration 38Q: 3 clusters Score -258974.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -258983.078125 Penalty: 3900.371094
	Iteration 39Q: 3 clusters Score -258983.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -258991.421875 Penalty: 3900.371094
	Iteration 40F: 3 clusters Score -258991.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -259002.734375 Penalty: 3900.371094
	Iteration 41Q: 3 clusters Score -259002.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -259014.375000 Penalty: 3900.371094
	Iteration 42Q: 3 clusters Score -259014.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -259020.750000 Penalty: 3900.371094
	Iteration 43Q: 3 clusters Score -259020.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -259026.562500 Penalty: 3900.371094
	Iteration 44Q: 3 clusters Score -259026.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -259031.500000 Penalty: 3900.371094
	Iteration 45Q: 3 clusters Score -259031.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -259035.281250 Penalty: 3900.371094
	Iteration 46Q: 3 clusters Score -259035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -259036.406250 Penalty: 3900.371094
	Iteration 47Q: 3 clusters Score -259036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -259039.296875 Penalty: 3900.371094
	Iteration 48Q: 3 clusters Score -259039.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -259041.296875 Penalty: 3900.371094
	Iteration 49Q: 3 clusters Score -259041.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -259043.734375 Penalty: 3900.371094
	Iteration 50Q: 3 clusters Score -259043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -259044.171875 Penalty: 3900.371094
	Iteration 51Q: 3 clusters Score -259044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -259045.843750 Penalty: 3900.371094
	Iteration 52Q: 3 clusters Score -259045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -259046.468750 Penalty: 3900.371094
	Iteration 53Q: 3 clusters Score -259046.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -259046.468750 Penalty: 3900.371094
	Iteration 54F: 3 clusters Score -259046.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Entering Unmasked Estep 
Score: -1501214.750000 Penalty: 2378.203369
	Iteration 0F: 2 clusters Score -1501215 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 7315 members 
Entering Unmasked Estep 
Score: -1490592.500000 Penalty: 4756.406738
	Iteration 0F: 3 clusters Score -1490592 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1493886.250000 Penalty: 4756.406738
	Iteration 1F: 3 clusters Score -1493886 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1494269.625000 Penalty: 4756.406738
	Iteration 2F: 3 clusters Score -1494270 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1494577.750000 Penalty: 4756.406738
	Iteration 3Q: 3 clusters Score -1494578 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1494845.625000 Penalty: 4756.406738
	Iteration 4Q: 3 clusters Score -1494846 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1495084.375000 Penalty: 4756.406738
	Iteration 5Q: 3 clusters Score -1495084 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1495307.625000 Penalty: 4756.406738
	Iteration 6Q: 3 clusters Score -1495308 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1495573.250000 Penalty: 4756.406738
	Iteration 7Q: 3 clusters Score -1495573 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1495904.750000 Penalty: 4756.406738
	Iteration 8Q: 3 clusters Score -1495905 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1496340.250000 Penalty: 4756.406738
	Iteration 9Q: 3 clusters Score -1496340 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1496872.250000 Penalty: 4756.406738
	Iteration 10Q: 3 clusters Score -1496872 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1497383.500000 Penalty: 4756.406738
	Iteration 11Q: 3 clusters Score -1497384 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1497827.750000 Penalty: 4756.406738
	Iteration 12Q: 3 clusters Score -1497828 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1498103.750000 Penalty: 4756.406738
	Iteration 13Q: 3 clusters Score -1498104 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1498294.125000 Penalty: 4756.406738
	Iteration 14Q: 3 clusters Score -1498294 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1498412.750000 Penalty: 4756.406738
	Iteration 15Q: 3 clusters Score -1498413 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1498491.000000 Penalty: 4756.406738
	Iteration 16Q: 3 clusters Score -1498491 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1498528.125000 Penalty: 4756.406738
	Iteration 17Q: 3 clusters Score -1498528 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1498562.000000 Penalty: 4756.406738
	Iteration 18Q: 3 clusters Score -1498562 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1498597.875000 Penalty: 4756.406738
	Iteration 19Q: 3 clusters Score -1498598 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1498631.250000 Penalty: 4756.406738
	Iteration 20F: 3 clusters Score -1498631 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1498659.625000 Penalty: 4756.406738
	Iteration 21Q: 3 clusters Score -1498660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1498676.875000 Penalty: 4756.406738
	Iteration 22Q: 3 clusters Score -1498677 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1498697.875000 Penalty: 4756.406738
	Iteration 23Q: 3 clusters Score -1498698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1498721.125000 Penalty: 4756.406738
	Iteration 24Q: 3 clusters Score -1498721 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1498746.000000 Penalty: 4756.406738
	Iteration 25Q: 3 clusters Score -1498746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1498770.125000 Penalty: 4756.406738
	Iteration 26Q: 3 clusters Score -1498770 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1498796.500000 Penalty: 4756.406738
	Iteration 27Q: 3 clusters Score -1498796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1498815.875000 Penalty: 4756.406738
	Iteration 28Q: 3 clusters Score -1498816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1498839.000000 Penalty: 4756.406738
	Iteration 29Q: 3 clusters Score -1498839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1498853.750000 Penalty: 4756.406738
	Iteration 30Q: 3 clusters Score -1498854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1498866.875000 Penalty: 4756.406738
	Iteration 31Q: 3 clusters Score -1498867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1498880.000000 Penalty: 4756.406738
	Iteration 32Q: 3 clusters Score -1498880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1498891.000000 Penalty: 4756.406738
	Iteration 33Q: 3 clusters Score -1498891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1498912.625000 Penalty: 4756.406738
	Iteration 34Q: 3 clusters Score -1498913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1498930.125000 Penalty: 4756.406738
	Iteration 35Q: 3 clusters Score -1498930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1498938.750000 Penalty: 4756.406738
	Iteration 36Q: 3 clusters Score -1498939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1498955.000000 Penalty: 4756.406738
	Iteration 37Q: 3 clusters Score -1498955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1498965.000000 Penalty: 4756.406738
	Iteration 38Q: 3 clusters Score -1498965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1498975.625000 Penalty: 4756.406738
	Iteration 39Q: 3 clusters Score -1498976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1498990.250000 Penalty: 4756.406738
	Iteration 40F: 3 clusters Score -1498990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1498999.500000 Penalty: 4756.406738
	Iteration 41Q: 3 clusters Score -1499000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1499015.250000 Penalty: 4756.406738
	Iteration 42Q: 3 clusters Score -1499015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1499024.125000 Penalty: 4756.406738
	Iteration 43Q: 3 clusters Score -1499024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1499035.875000 Penalty: 4756.406738
	Iteration 44Q: 3 clusters Score -1499036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1499041.000000 Penalty: 4756.406738
	Iteration 45Q: 3 clusters Score -1499041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1499047.125000 Penalty: 4756.406738
	Iteration 46Q: 3 clusters Score -1499047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1499048.875000 Penalty: 4756.406738
	Iteration 47Q: 3 clusters Score -1499049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1499053.250000 Penalty: 4756.406738
	Iteration 48Q: 3 clusters Score -1499053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1499055.125000 Penalty: 4756.406738
	Iteration 49Q: 3 clusters Score -1499055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1499061.750000 Penalty: 4756.406738
	Iteration 50Q: 3 clusters Score -1499062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1499066.750000 Penalty: 4756.406738
	Iteration 51Q: 3 clusters Score -1499067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1499069.125000 Penalty: 4756.406738
	Iteration 52Q: 3 clusters Score -1499069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1499073.375000 Penalty: 4756.406738
	Iteration 53Q: 3 clusters Score -1499073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1499079.250000 Penalty: 4756.406738
	Iteration 54Q: 3 clusters Score -1499079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1499088.000000 Penalty: 4756.406738
	Iteration 55Q: 3 clusters Score -1499088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1499095.750000 Penalty: 4756.406738
	Iteration 56Q: 3 clusters Score -1499096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1499107.750000 Penalty: 4756.406738
	Iteration 57Q: 3 clusters Score -1499108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1499108.250000 Penalty: 4756.406738
	Iteration 58Q: 3 clusters Score -1499108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1499115.625000 Penalty: 4756.406738
	Iteration 59Q: 3 clusters Score -1499116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1499114.750000 Penalty: 4756.406738
	Iteration 60F: 3 clusters Score -1499115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1499119.375000 Penalty: 4756.406738
	Iteration 61Q: 3 clusters Score -1499119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1499130.000000 Penalty: 4756.406738
	Iteration 62Q: 3 clusters Score -1499130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1499128.375000 Penalty: 4756.406738
	Iteration 63Q: 3 clusters Score -1499128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1499131.625000 Penalty: 4756.406738
	Iteration 64Q: 3 clusters Score -1499132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1499134.375000 Penalty: 4756.406738
	Iteration 65Q: 3 clusters Score -1499134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1499136.625000 Penalty: 4756.406738
	Iteration 66Q: 3 clusters Score -1499137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1499137.625000 Penalty: 4756.406738
	Iteration 67Q: 3 clusters Score -1499138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1499141.750000 Penalty: 4756.406738
	Iteration 68Q: 3 clusters Score -1499142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1499140.625000 Penalty: 4756.406738
	Iteration 69Q: 3 clusters Score -1499141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1499141.250000 Penalty: 4756.406738
	Iteration 70Q: 3 clusters Score -1499141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1499141.250000 Penalty: 4756.406738
	Iteration 71F: 3 clusters Score -1499141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -240651.484375 Penalty: 1947.308472
	Iteration 0F: 2 clusters Score -240651.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -237661.609375 Penalty: 3894.616943
	Iteration 0F: 3 clusters Score -237661.6 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -238280.125000 Penalty: 3894.616943
	Iteration 1F: 3 clusters Score -238280.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -238427.171875 Penalty: 3894.616943
	Iteration 2F: 3 clusters Score -238427.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -238523.562500 Penalty: 3894.616943
	Iteration 3Q: 3 clusters Score -238523.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -238593.718750 Penalty: 3894.616943
	Iteration 4Q: 3 clusters Score -238593.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -238665.718750 Penalty: 3894.616943
	Iteration 5Q: 3 clusters Score -238665.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -238778.250000 Penalty: 3894.616943
	Iteration 6Q: 3 clusters Score -238778.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -238934.250000 Penalty: 3894.616943
	Iteration 7Q: 3 clusters Score -238934.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -239056.031250 Penalty: 3894.616943
	Iteration 8Q: 3 clusters Score -239056 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -239148.937500 Penalty: 3894.616943
	Iteration 9Q: 3 clusters Score -239148.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -239214.093750 Penalty: 3894.616943
	Iteration 10Q: 3 clusters Score -239214.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -239262.453125 Penalty: 3894.616943
	Iteration 11Q: 3 clusters Score -239262.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -239295.687500 Penalty: 3894.616943
	Iteration 12Q: 3 clusters Score -239295.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -239322.781250 Penalty: 3894.616943
	Iteration 13Q: 3 clusters Score -239322.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -239347.843750 Penalty: 3894.616943
	Iteration 14Q: 3 clusters Score -239347.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -239372.203125 Penalty: 3894.616943
	Iteration 15Q: 3 clusters Score -239372.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -239386.593750 Penalty: 3894.616943
	Iteration 16Q: 3 clusters Score -239386.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -239400.718750 Penalty: 3894.616943
	Iteration 17Q: 3 clusters Score -239400.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -239415.796875 Penalty: 3894.616943
	Iteration 18Q: 3 clusters Score -239415.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -239432.125000 Penalty: 3894.616943
	Iteration 19Q: 3 clusters Score -239432.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -239444.500000 Penalty: 3894.616943
	Iteration 20F: 3 clusters Score -239444.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -239456.406250 Penalty: 3894.616943
	Iteration 21Q: 3 clusters Score -239456.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -239466.703125 Penalty: 3894.616943
	Iteration 22Q: 3 clusters Score -239466.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -239474.046875 Penalty: 3894.616943
	Iteration 23Q: 3 clusters Score -239474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -239478.796875 Penalty: 3894.616943
	Iteration 24Q: 3 clusters Score -239478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -239482.093750 Penalty: 3894.616943
	Iteration 25Q: 3 clusters Score -239482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -239485.343750 Penalty: 3894.616943
	Iteration 26Q: 3 clusters Score -239485.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -239486.875000 Penalty: 3894.616943
	Iteration 27Q: 3 clusters Score -239486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -239490.515625 Penalty: 3894.616943
	Iteration 28Q: 3 clusters Score -239490.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -239492.453125 Penalty: 3894.616943
	Iteration 29Q: 3 clusters Score -239492.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -239493.218750 Penalty: 3894.616943
	Iteration 30Q: 3 clusters Score -239493.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -239493.218750 Penalty: 3894.616943
	Iteration 31F: 3 clusters Score -239493.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Entering Unmasked Estep 
Score: -977566.250000 Penalty: 2280.239990
	Iteration 0F: 2 clusters Score -977566.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -970034.937500 Penalty: 4560.479980
	Iteration 0F: 3 clusters Score -970034.9 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -972521.875000 Penalty: 4560.479980
	Iteration 1F: 3 clusters Score -972521.9 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -973305.562500 Penalty: 4560.479980
	Iteration 2F: 3 clusters Score -973305.6 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -974077.125000 Penalty: 4560.479980
	Iteration 3F: 3 clusters Score -974077.1 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -974768.687500 Penalty: 4560.479980
	Iteration 4F: 3 clusters Score -974768.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -975283.812500 Penalty: 4560.479980
	Iteration 5F: 3 clusters Score -975283.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -975654.562500 Penalty: 4560.479980
	Iteration 6Q: 3 clusters Score -975654.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -975946.687500 Penalty: 4560.479980
	Iteration 7Q: 3 clusters Score -975946.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -976133.937500 Penalty: 4560.479980
	Iteration 8Q: 3 clusters Score -976133.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -976285.062500 Penalty: 4560.479980
	Iteration 9Q: 3 clusters Score -976285.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -976391.250000 Penalty: 4560.479980
	Iteration 10Q: 3 clusters Score -976391.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -976451.187500 Penalty: 4560.479980
	Iteration 11Q: 3 clusters Score -976451.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -976487.812500 Penalty: 4560.479980
	Iteration 12Q: 3 clusters Score -976487.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -976515.000000 Penalty: 4560.479980
	Iteration 13Q: 3 clusters Score -976515 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -976525.000000 Penalty: 4560.479980
	Iteration 14Q: 3 clusters Score -976525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -976531.750000 Penalty: 4560.479980
	Iteration 15Q: 3 clusters Score -976531.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -976539.875000 Penalty: 4560.479980
	Iteration 16Q: 3 clusters Score -976539.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -976538.125000 Penalty: 4560.479980
	Iteration 17Q: 3 clusters Score -976538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -976540.187500 Penalty: 4560.479980
	Iteration 18Q: 3 clusters Score -976540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -976541.125000 Penalty: 4560.479980
	Iteration 19Q: 3 clusters Score -976541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -976540.812500 Penalty: 4560.479980
	Iteration 20F: 3 clusters Score -976540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -976542.312500 Penalty: 4560.479980
	Iteration 21Q: 3 clusters Score -976542.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -976543.125000 Penalty: 4560.479980
	Iteration 22Q: 3 clusters Score -976543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -976542.062500 Penalty: 4560.479980
	Iteration 23Q: 3 clusters Score -976542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -976544.125000 Penalty: 4560.479980
	Iteration 24Q: 3 clusters Score -976544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -976545.687500 Penalty: 4560.479980
	Iteration 25Q: 3 clusters Score -976545.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -976547.437500 Penalty: 4560.479980
	Iteration 26Q: 3 clusters Score -976547.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -976547.500000 Penalty: 4560.479980
	Iteration 27Q: 3 clusters Score -976547.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -976547.687500 Penalty: 4560.479980
	Iteration 28Q: 3 clusters Score -976547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -976549.625000 Penalty: 4560.479980
	Iteration 29Q: 3 clusters Score -976549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -976548.875000 Penalty: 4560.479980
	Iteration 30Q: 3 clusters Score -976548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -976549.750000 Penalty: 4560.479980
	Iteration 31Q: 3 clusters Score -976549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -976549.750000 Penalty: 4560.479980
	Iteration 32F: 3 clusters Score -976549.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Entering Unmasked Estep 
Score: -1014359.562500 Penalty: 2297.418945
	Iteration 0F: 2 clusters Score -1014360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1006322.812500 Penalty: 4594.837891
	Iteration 0F: 3 clusters Score -1006323 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1008919.500000 Penalty: 4594.837891
	Iteration 1F: 3 clusters Score -1008920 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1009565.812500 Penalty: 4594.837891
	Iteration 2F: 3 clusters Score -1009566 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1010221.125000 Penalty: 4594.837891
	Iteration 3F: 3 clusters Score -1010221 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1010935.437500 Penalty: 4594.837891
	Iteration 4F: 3 clusters Score -1010935 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1011615.062500 Penalty: 4594.837891
	Iteration 5F: 3 clusters Score -1011615 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1012141.000000 Penalty: 4594.837891
	Iteration 6F: 3 clusters Score -1012141 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1012490.000000 Penalty: 4594.837891
	Iteration 7Q: 3 clusters Score -1012490 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1012710.937500 Penalty: 4594.837891
	Iteration 8Q: 3 clusters Score -1012711 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1012874.937500 Penalty: 4594.837891
	Iteration 9Q: 3 clusters Score -1012875 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1012989.437500 Penalty: 4594.837891
	Iteration 10Q: 3 clusters Score -1012989 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1013077.062500 Penalty: 4594.837891
	Iteration 11Q: 3 clusters Score -1013077 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1013129.375000 Penalty: 4594.837891
	Iteration 12Q: 3 clusters Score -1013129 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1013164.062500 Penalty: 4594.837891
	Iteration 13Q: 3 clusters Score -1013164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1013190.062500 Penalty: 4594.837891
	Iteration 14Q: 3 clusters Score -1013190 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1013215.312500 Penalty: 4594.837891
	Iteration 15Q: 3 clusters Score -1013215 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1013236.125000 Penalty: 4594.837891
	Iteration 16Q: 3 clusters Score -1013236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1013252.187500 Penalty: 4594.837891
	Iteration 17Q: 3 clusters Score -1013252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1013263.625000 Penalty: 4594.837891
	Iteration 18Q: 3 clusters Score -1013264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1013274.125000 Penalty: 4594.837891
	Iteration 19Q: 3 clusters Score -1013274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1013285.562500 Penalty: 4594.837891
	Iteration 20F: 3 clusters Score -1013286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1013300.375000 Penalty: 4594.837891
	Iteration 21Q: 3 clusters Score -1013300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1013309.750000 Penalty: 4594.837891
	Iteration 22Q: 3 clusters Score -1013310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1013316.500000 Penalty: 4594.837891
	Iteration 23Q: 3 clusters Score -1013316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1013320.125000 Penalty: 4594.837891
	Iteration 24Q: 3 clusters Score -1013320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1013334.187500 Penalty: 4594.837891
	Iteration 25Q: 3 clusters Score -1013334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1013346.562500 Penalty: 4594.837891
	Iteration 26Q: 3 clusters Score -1013347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1013352.937500 Penalty: 4594.837891
	Iteration 27Q: 3 clusters Score -1013353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1013359.312500 Penalty: 4594.837891
	Iteration 28Q: 3 clusters Score -1013359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1013359.812500 Penalty: 4594.837891
	Iteration 29Q: 3 clusters Score -1013360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1013365.625000 Penalty: 4594.837891
	Iteration 30Q: 3 clusters Score -1013366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1013367.562500 Penalty: 4594.837891
	Iteration 31Q: 3 clusters Score -1013368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1013369.125000 Penalty: 4594.837891
	Iteration 32Q: 3 clusters Score -1013369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1013371.125000 Penalty: 4594.837891
	Iteration 33Q: 3 clusters Score -1013371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1013373.625000 Penalty: 4594.837891
	Iteration 34Q: 3 clusters Score -1013374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1013374.250000 Penalty: 4594.837891
	Iteration 35Q: 3 clusters Score -1013374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1013376.875000 Penalty: 4594.837891
	Iteration 36Q: 3 clusters Score -1013377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1013380.812500 Penalty: 4594.837891
	Iteration 37Q: 3 clusters Score -1013381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1013381.312500 Penalty: 4594.837891
	Iteration 38Q: 3 clusters Score -1013381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1013383.562500 Penalty: 4594.837891
	Iteration 39Q: 3 clusters Score -1013384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1013386.437500 Penalty: 4594.837891
	Iteration 40F: 3 clusters Score -1013386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1013385.437500 Penalty: 4594.837891
	Iteration 41Q: 3 clusters Score -1013385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1013387.875000 Penalty: 4594.837891
	Iteration 42Q: 3 clusters Score -1013388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1013390.312500 Penalty: 4594.837891
	Iteration 43Q: 3 clusters Score -1013390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1013388.875000 Penalty: 4594.837891
	Iteration 44Q: 3 clusters Score -1013389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1013387.875000 Penalty: 4594.837891
	Iteration 45Q: 3 clusters Score -1013388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1013391.812500 Penalty: 4594.837891
	Iteration 46Q: 3 clusters Score -1013392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1013390.937500 Penalty: 4594.837891
	Iteration 47Q: 3 clusters Score -1013391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1013392.875000 Penalty: 4594.837891
	Iteration 48Q: 3 clusters Score -1013393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1013392.562500 Penalty: 4594.837891
	Iteration 49Q: 3 clusters Score -1013393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1013392.750000 Penalty: 4594.837891
	Iteration 50Q: 3 clusters Score -1013393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1013395.437500 Penalty: 4594.837891
	Iteration 51Q: 3 clusters Score -1013395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1013397.875000 Penalty: 4594.837891
	Iteration 52Q: 3 clusters Score -1013398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1013397.875000 Penalty: 4594.837891
	Iteration 53F: 3 clusters Score -1013398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (163432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163432 members 
Entering Unmasked Estep 
Score: -16577314.000000 Penalty: 2977.029785
	Iteration 0F: 2 clusters Score -1.657731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81448 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -16467701.000000 Penalty: 5954.059570
	Iteration 0F: 3 clusters Score -1.64677e+07 nChanged 78471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76111 members 
Mstep: Class 2 contains 87321 members 
Entering Unmasked Estep 
Score: -16513111.000000 Penalty: 5954.059570
	Iteration 1F: 3 clusters Score -1.651311e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -16514514.000000 Penalty: 5954.059570
	Iteration 2Q: 3 clusters Score -1.651451e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 96046 members 
Entering Unmasked Estep 
Score: -16516986.000000 Penalty: 5954.059570
	Iteration 3Q: 3 clusters Score -1.651699e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 103897 members 
Entering Unmasked Estep 
Score: -16521385.000000 Penalty: 5954.059570
	Iteration 4F: 3 clusters Score -1.652138e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 115202 members 
Entering Unmasked Estep 
Score: -16529427.000000 Penalty: 5954.059570
	Iteration 5F: 3 clusters Score -1.652943e+07 nChanged 14516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 129556 members 
Entering Unmasked Estep 
Score: -16541757.000000 Penalty: 5954.059570
	Iteration 6F: 3 clusters Score -1.654176e+07 nChanged 14638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 144154 members 
Entering Unmasked Estep 
Score: -16556228.000000 Penalty: 5954.059570
	Iteration 7F: 3 clusters Score -1.655623e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 154854 members 
Entering Unmasked Estep 
Score: -16566978.000000 Penalty: 5954.059570
	Iteration 8F: 3 clusters Score -1.656698e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 160036 members 
Entering Unmasked Estep 
Score: -16572090.000000 Penalty: 5954.059570
	Iteration 9Q: 3 clusters Score -1.657209e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 161994 members 
Entering Unmasked Estep 
Score: -16573848.000000 Penalty: 5954.059570
	Iteration 10Q: 3 clusters Score -1.657385e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 162567 members 
Entering Unmasked Estep 
Score: -16574485.000000 Penalty: 5954.059570
	Iteration 11Q: 3 clusters Score -1.657448e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 162743 members 
Entering Unmasked Estep 
Score: -16574738.000000 Penalty: 5954.059570
	Iteration 12Q: 3 clusters Score -1.657474e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 162785 members 
Entering Unmasked Estep 
Score: -16574907.000000 Penalty: 5954.059570
	Iteration 13Q: 3 clusters Score -1.657491e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 162798 members 
Entering Unmasked Estep 
Score: -16574966.000000 Penalty: 5954.059570
	Iteration 14Q: 3 clusters Score -1.657497e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 162813 members 
Entering Unmasked Estep 
Score: -16575010.000000 Penalty: 5954.059570
	Iteration 15Q: 3 clusters Score -1.657501e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 162828 members 
Entering Unmasked Estep 
Score: -16575059.000000 Penalty: 5954.059570
	Iteration 16Q: 3 clusters Score -1.657506e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 162826 members 
Entering Unmasked Estep 
Score: -16575074.000000 Penalty: 5954.059570
	Iteration 17Q: 3 clusters Score -1.657507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 162828 members 
Entering Unmasked Estep 
Score: -16575086.000000 Penalty: 5954.059570
	Iteration 18Q: 3 clusters Score -1.657509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 162825 members 
Entering Unmasked Estep 
Score: -16575089.000000 Penalty: 5954.059570
	Iteration 19Q: 3 clusters Score -1.657509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 162820 members 
Entering Unmasked Estep 
Score: -16575099.000000 Penalty: 5954.059570
	Iteration 20F: 3 clusters Score -1.65751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 162819 members 
Entering Unmasked Estep 
Score: -16575117.000000 Penalty: 5954.059570
	Iteration 21Q: 3 clusters Score -1.657512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 162818 members 
Entering Unmasked Estep 
Score: -16575106.000000 Penalty: 5954.059570
	Iteration 22Q: 3 clusters Score -1.657511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 162820 members 
Entering Unmasked Estep 
Score: -16575125.000000 Penalty: 5954.059570
	Iteration 23Q: 3 clusters Score -1.657512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 162822 members 
Entering Unmasked Estep 
Score: -16575122.000000 Penalty: 5954.059570
	Iteration 24Q: 3 clusters Score -1.657512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 162820 members 
Entering Unmasked Estep 
Score: -16575127.000000 Penalty: 5954.059570
	Iteration 25Q: 3 clusters Score -1.657513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 162817 members 
Entering Unmasked Estep 
Score: -16575116.000000 Penalty: 5954.059570
	Iteration 26Q: 3 clusters Score -1.657512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 162815 members 
Entering Unmasked Estep 
Score: -16575118.000000 Penalty: 5954.059570
	Iteration 27Q: 3 clusters Score -1.657512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 162813 members 
Entering Unmasked Estep 
Score: -16575127.000000 Penalty: 5954.059570
	Iteration 28Q: 3 clusters Score -1.657513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 162814 members 
Entering Unmasked Estep 
Score: -16575128.000000 Penalty: 5954.059570
	Iteration 29Q: 3 clusters Score -1.657513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 162811 members 
Entering Unmasked Estep 
Score: -16575125.000000 Penalty: 5954.059570
	Iteration 30Q: 3 clusters Score -1.657512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 162811 members 
Entering Unmasked Estep 
Score: -16575146.000000 Penalty: 5954.059570
	Iteration 31Q: 3 clusters Score -1.657515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 162812 members 
Entering Unmasked Estep 
Score: -16575141.000000 Penalty: 5954.059570
	Iteration 32Q: 3 clusters Score -1.657514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 162812 members 
Entering Unmasked Estep 
Score: -16575135.000000 Penalty: 5954.059570
	Iteration 33Q: 3 clusters Score -1.657514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 162811 members 
Entering Unmasked Estep 
Score: -16575135.000000 Penalty: 5954.059570
	Iteration 34Q: 3 clusters Score -1.657514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 162811 members 
Entering Unmasked Estep 
Score: -16575134.000000 Penalty: 5954.059570
	Iteration 35Q: 3 clusters Score -1.657513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 162813 members 
Entering Unmasked Estep 
Score: -16575139.000000 Penalty: 5954.059570
	Iteration 36Q: 3 clusters Score -1.657514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 162815 members 
Entering Unmasked Estep 
Score: -16575131.000000 Penalty: 5954.059570
	Iteration 37Q: 3 clusters Score -1.657513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 162815 members 
Entering Unmasked Estep 
Score: -16575134.000000 Penalty: 5954.059570
	Iteration 38Q: 3 clusters Score -1.657513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 162813 members 
Entering Unmasked Estep 
Score: -16575133.000000 Penalty: 5954.059570
	Iteration 39Q: 3 clusters Score -1.657513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 162811 members 
Entering Unmasked Estep 
Score: -16575143.000000 Penalty: 5954.059570
	Iteration 40F: 3 clusters Score -1.657514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Entering Unmasked Estep 
Score: -1255970.875000 Penalty: 2343.225830
	Iteration 0F: 2 clusters Score -1255971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1246560.875000 Penalty: 4686.451660
	Iteration 0F: 3 clusters Score -1246561 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1249597.250000 Penalty: 4686.451660
	Iteration 1F: 3 clusters Score -1249597 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1250175.750000 Penalty: 4686.451660
	Iteration 2F: 3 clusters Score -1250176 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1250742.000000 Penalty: 4686.451660
	Iteration 3F: 3 clusters Score -1250742 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1251322.000000 Penalty: 4686.451660
	Iteration 4F: 3 clusters Score -1251322 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1251959.250000 Penalty: 4686.451660
	Iteration 5F: 3 clusters Score -1251959 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1252554.625000 Penalty: 4686.451660
	Iteration 6F: 3 clusters Score -1252555 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1253085.500000 Penalty: 4686.451660
	Iteration 7F: 3 clusters Score -1253086 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1253510.875000 Penalty: 4686.451660
	Iteration 8Q: 3 clusters Score -1253511 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1253826.125000 Penalty: 4686.451660
	Iteration 9Q: 3 clusters Score -1253826 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1254125.875000 Penalty: 4686.451660
	Iteration 10Q: 3 clusters Score -1254126 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1254462.875000 Penalty: 4686.451660
	Iteration 11Q: 3 clusters Score -1254463 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1254846.000000 Penalty: 4686.451660
	Iteration 12Q: 3 clusters Score -1254846 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1255179.625000 Penalty: 4686.451660
	Iteration 13Q: 3 clusters Score -1255180 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1255415.125000 Penalty: 4686.451660
	Iteration 14Q: 3 clusters Score -1255415 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1255515.625000 Penalty: 4686.451660
	Iteration 15Q: 3 clusters Score -1255516 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1255573.000000 Penalty: 4686.451660
	Iteration 16Q: 3 clusters Score -1255573 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1255606.875000 Penalty: 4686.451660
	Iteration 17Q: 3 clusters Score -1255607 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1255626.500000 Penalty: 4686.451660
	Iteration 18Q: 3 clusters Score -1255626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1255629.250000 Penalty: 4686.451660
	Iteration 19Q: 3 clusters Score -1255629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1255637.875000 Penalty: 4686.451660
	Iteration 20F: 3 clusters Score -1255638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1255639.125000 Penalty: 4686.451660
	Iteration 21Q: 3 clusters Score -1255639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1255640.875000 Penalty: 4686.451660
	Iteration 22Q: 3 clusters Score -1255641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1255644.625000 Penalty: 4686.451660
	Iteration 23Q: 3 clusters Score -1255645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1255648.375000 Penalty: 4686.451660
	Iteration 24Q: 3 clusters Score -1255648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1255649.875000 Penalty: 4686.451660
	Iteration 25Q: 3 clusters Score -1255650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1255651.375000 Penalty: 4686.451660
	Iteration 26Q: 3 clusters Score -1255651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1255655.875000 Penalty: 4686.451660
	Iteration 27Q: 3 clusters Score -1255656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1255662.250000 Penalty: 4686.451660
	Iteration 28Q: 3 clusters Score -1255662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1255664.375000 Penalty: 4686.451660
	Iteration 29Q: 3 clusters Score -1255664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1255667.875000 Penalty: 4686.451660
	Iteration 30Q: 3 clusters Score -1255668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1255668.750000 Penalty: 4686.451660
	Iteration 31Q: 3 clusters Score -1255669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1255668.000000 Penalty: 4686.451660
	Iteration 32Q: 3 clusters Score -1255668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1255666.625000 Penalty: 4686.451660
	Iteration 33Q: 3 clusters Score -1255667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1255666.250000 Penalty: 4686.451660
	Iteration 34Q: 3 clusters Score -1255666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1255666.250000 Penalty: 4686.451660
	Iteration 35F: 3 clusters Score -1255666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Entering Unmasked Estep 
Score: -2355933.000000 Penalty: 2500.618408
	Iteration 0F: 2 clusters Score -2355933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2339373.250000 Penalty: 5001.236816
	Iteration 0F: 3 clusters Score -2339373 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2345239.000000 Penalty: 5001.236816
	Iteration 1F: 3 clusters Score -2345239 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2345724.250000 Penalty: 5001.236816
	Iteration 2F: 3 clusters Score -2345724 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2346135.500000 Penalty: 5001.236816
	Iteration 3Q: 3 clusters Score -2346136 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2346556.500000 Penalty: 5001.236816
	Iteration 4Q: 3 clusters Score -2346556 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2346989.500000 Penalty: 5001.236816
	Iteration 5Q: 3 clusters Score -2346990 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2347413.250000 Penalty: 5001.236816
	Iteration 6Q: 3 clusters Score -2347413 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2347858.000000 Penalty: 5001.236816
	Iteration 7Q: 3 clusters Score -2347858 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2348356.750000 Penalty: 5001.236816
	Iteration 8Q: 3 clusters Score -2348357 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2348868.750000 Penalty: 5001.236816
	Iteration 9Q: 3 clusters Score -2348869 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2349414.000000 Penalty: 5001.236816
	Iteration 10Q: 3 clusters Score -2349414 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2349945.500000 Penalty: 5001.236816
	Iteration 11Q: 3 clusters Score -2349946 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2350449.750000 Penalty: 5001.236816
	Iteration 12Q: 3 clusters Score -2350450 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2350978.500000 Penalty: 5001.236816
	Iteration 13Q: 3 clusters Score -2350978 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2351439.750000 Penalty: 5001.236816
	Iteration 14Q: 3 clusters Score -2351440 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2351890.000000 Penalty: 5001.236816
	Iteration 15Q: 3 clusters Score -2351890 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2352335.500000 Penalty: 5001.236816
	Iteration 16Q: 3 clusters Score -2352336 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2352715.000000 Penalty: 5001.236816
	Iteration 17Q: 3 clusters Score -2352715 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2353009.750000 Penalty: 5001.236816
	Iteration 18Q: 3 clusters Score -2353010 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2353271.750000 Penalty: 5001.236816
	Iteration 19Q: 3 clusters Score -2353272 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2353553.500000 Penalty: 5001.236816
	Iteration 20F: 3 clusters Score -2353554 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2353854.750000 Penalty: 5001.236816
	Iteration 21Q: 3 clusters Score -2353855 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2354106.250000 Penalty: 5001.236816
	Iteration 22Q: 3 clusters Score -2354106 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2354319.000000 Penalty: 5001.236816
	Iteration 23Q: 3 clusters Score -2354319 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2354429.750000 Penalty: 5001.236816
	Iteration 24Q: 3 clusters Score -2354430 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2354502.500000 Penalty: 5001.236816
	Iteration 25Q: 3 clusters Score -2354502 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2354573.000000 Penalty: 5001.236816
	Iteration 26Q: 3 clusters Score -2354573 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2354612.250000 Penalty: 5001.236816
	Iteration 27Q: 3 clusters Score -2354612 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2354644.000000 Penalty: 5001.236816
	Iteration 28Q: 3 clusters Score -2354644 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2354666.250000 Penalty: 5001.236816
	Iteration 29Q: 3 clusters Score -2354666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2354686.750000 Penalty: 5001.236816
	Iteration 30Q: 3 clusters Score -2354687 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2354703.500000 Penalty: 5001.236816
	Iteration 31Q: 3 clusters Score -2354704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2354710.000000 Penalty: 5001.236816
	Iteration 32Q: 3 clusters Score -2354710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2354727.500000 Penalty: 5001.236816
	Iteration 33Q: 3 clusters Score -2354728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2354737.250000 Penalty: 5001.236816
	Iteration 34Q: 3 clusters Score -2354737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2354744.250000 Penalty: 5001.236816
	Iteration 35Q: 3 clusters Score -2354744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2354749.750000 Penalty: 5001.236816
	Iteration 36Q: 3 clusters Score -2354750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2354759.250000 Penalty: 5001.236816
	Iteration 37Q: 3 clusters Score -2354759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2354755.500000 Penalty: 5001.236816
	Iteration 38Q: 3 clusters Score -2354756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2354753.000000 Penalty: 5001.236816
	Iteration 39Q: 3 clusters Score -2354753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2354758.250000 Penalty: 5001.236816
	Iteration 40F: 3 clusters Score -2354758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2354756.250000 Penalty: 5001.236816
	Iteration 41Q: 3 clusters Score -2354756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2354759.250000 Penalty: 5001.236816
	Iteration 42Q: 3 clusters Score -2354759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2354757.500000 Penalty: 5001.236816
	Iteration 43Q: 3 clusters Score -2354758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2354758.000000 Penalty: 5001.236816
	Iteration 44Q: 3 clusters Score -2354758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2354758.000000 Penalty: 5001.236816
	Iteration 45F: 3 clusters Score -2354758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Entering Unmasked Estep 
Score: -4834425.000000 Penalty: 2670.040771
	Iteration 0F: 2 clusters Score -4834425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -4802516.000000 Penalty: 5340.081543
	Iteration 0F: 3 clusters Score -4802516 nChanged 21843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -4814506.500000 Penalty: 5340.081543
	Iteration 1F: 3 clusters Score -4814506 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -4815102.000000 Penalty: 5340.081543
	Iteration 2Q: 3 clusters Score -4815102 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -4815824.500000 Penalty: 5340.081543
	Iteration 3Q: 3 clusters Score -4815824 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -4816748.000000 Penalty: 5340.081543
	Iteration 4Q: 3 clusters Score -4816748 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -4818175.000000 Penalty: 5340.081543
	Iteration 5F: 3 clusters Score -4818175 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -4820331.500000 Penalty: 5340.081543
	Iteration 6F: 3 clusters Score -4820332 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -4823271.500000 Penalty: 5340.081543
	Iteration 7F: 3 clusters Score -4823272 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -4826422.500000 Penalty: 5340.081543
	Iteration 8F: 3 clusters Score -4826422 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4828937.000000 Penalty: 5340.081543
	Iteration 9F: 3 clusters Score -4828937 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4830426.000000 Penalty: 5340.081543
	Iteration 10Q: 3 clusters Score -4830426 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4831279.500000 Penalty: 5340.081543
	Iteration 11Q: 3 clusters Score -4831280 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4831649.000000 Penalty: 5340.081543
	Iteration 12Q: 3 clusters Score -4831649 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4831865.000000 Penalty: 5340.081543
	Iteration 13Q: 3 clusters Score -4831865 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4831996.500000 Penalty: 5340.081543
	Iteration 14Q: 3 clusters Score -4831996 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4832081.000000 Penalty: 5340.081543
	Iteration 15Q: 3 clusters Score -4832081 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4832141.500000 Penalty: 5340.081543
	Iteration 16Q: 3 clusters Score -4832142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4832185.000000 Penalty: 5340.081543
	Iteration 17Q: 3 clusters Score -4832185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4832211.500000 Penalty: 5340.081543
	Iteration 18Q: 3 clusters Score -4832212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4832227.000000 Penalty: 5340.081543
	Iteration 19Q: 3 clusters Score -4832227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4832240.000000 Penalty: 5340.081543
	Iteration 20F: 3 clusters Score -4832240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4832247.500000 Penalty: 5340.081543
	Iteration 21Q: 3 clusters Score -4832248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4832249.500000 Penalty: 5340.081543
	Iteration 22Q: 3 clusters Score -4832250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4832255.500000 Penalty: 5340.081543
	Iteration 23Q: 3 clusters Score -4832256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4832252.500000 Penalty: 5340.081543
	Iteration 24Q: 3 clusters Score -4832252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4832254.000000 Penalty: 5340.081543
	Iteration 25Q: 3 clusters Score -4832254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4832251.000000 Penalty: 5340.081543
	Iteration 26Q: 3 clusters Score -4832251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4832252.500000 Penalty: 5340.081543
	Iteration 27Q: 3 clusters Score -4832252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4832252.000000 Penalty: 5340.081543
	Iteration 28Q: 3 clusters Score -4832252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4832253.000000 Penalty: 5340.081543
	Iteration 29Q: 3 clusters Score -4832253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4832257.500000 Penalty: 5340.081543
	Iteration 30Q: 3 clusters Score -4832258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4832256.000000 Penalty: 5340.081543
	Iteration 31Q: 3 clusters Score -4832256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4832265.000000 Penalty: 5340.081543
	Iteration 32Q: 3 clusters Score -4832265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4832264.500000 Penalty: 5340.081543
	Iteration 33Q: 3 clusters Score -4832264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4832266.000000 Penalty: 5340.081543
	Iteration 34Q: 3 clusters Score -4832266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4832270.000000 Penalty: 5340.081543
	Iteration 35Q: 3 clusters Score -4832270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4832271.000000 Penalty: 5340.081543
	Iteration 36Q: 3 clusters Score -4832271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4832274.000000 Penalty: 5340.081543
	Iteration 37Q: 3 clusters Score -4832274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4832273.500000 Penalty: 5340.081543
	Iteration 38Q: 3 clusters Score -4832274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4832272.000000 Penalty: 5340.081543
	Iteration 39Q: 3 clusters Score -4832272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4832277.500000 Penalty: 5340.081543
	Iteration 40F: 3 clusters Score -4832278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Entering Unmasked Estep 
Score: -4209487.500000 Penalty: 2643.891357
	Iteration 0F: 2 clusters Score -4209488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4180468.000000 Penalty: 5287.782715
	Iteration 0F: 3 clusters Score -4180468 nChanged 19636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -4191441.750000 Penalty: 5287.782715
	Iteration 1F: 3 clusters Score -4191442 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -4191914.250000 Penalty: 5287.782715
	Iteration 2Q: 3 clusters Score -4191914 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -4192409.250000 Penalty: 5287.782715
	Iteration 3Q: 3 clusters Score -4192409 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4192824.000000 Penalty: 5287.782715
	Iteration 4Q: 3 clusters Score -4192824 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -4193325.250000 Penalty: 5287.782715
	Iteration 5Q: 3 clusters Score -4193325 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -4193837.500000 Penalty: 5287.782715
	Iteration 6Q: 3 clusters Score -4193838 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -4194498.500000 Penalty: 5287.782715
	Iteration 7Q: 3 clusters Score -4194498 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -4195284.500000 Penalty: 5287.782715
	Iteration 8Q: 3 clusters Score -4195284 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -4196302.000000 Penalty: 5287.782715
	Iteration 9Q: 3 clusters Score -4196302 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -4197622.000000 Penalty: 5287.782715
	Iteration 10Q: 3 clusters Score -4197622 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4199116.000000 Penalty: 5287.782715
	Iteration 11F: 3 clusters Score -4199116 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4200458.000000 Penalty: 5287.782715
	Iteration 12F: 3 clusters Score -4200458 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4201397.500000 Penalty: 5287.782715
	Iteration 13Q: 3 clusters Score -4201398 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4201991.000000 Penalty: 5287.782715
	Iteration 14Q: 3 clusters Score -4201991 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -4202342.000000 Penalty: 5287.782715
	Iteration 15Q: 3 clusters Score -4202342 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4202613.000000 Penalty: 5287.782715
	Iteration 16Q: 3 clusters Score -4202613 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -4202832.000000 Penalty: 5287.782715
	Iteration 17Q: 3 clusters Score -4202832 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -4203006.500000 Penalty: 5287.782715
	Iteration 18Q: 3 clusters Score -4203006 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -4203123.000000 Penalty: 5287.782715
	Iteration 19Q: 3 clusters Score -4203123 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -4203261.500000 Penalty: 5287.782715
	Iteration 20F: 3 clusters Score -4203262 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4203387.500000 Penalty: 5287.782715
	Iteration 21Q: 3 clusters Score -4203388 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -4203544.500000 Penalty: 5287.782715
	Iteration 22Q: 3 clusters Score -4203544 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -4203694.000000 Penalty: 5287.782715
	Iteration 23Q: 3 clusters Score -4203694 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -4203842.000000 Penalty: 5287.782715
	Iteration 24Q: 3 clusters Score -4203842 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -4203990.000000 Penalty: 5287.782715
	Iteration 25Q: 3 clusters Score -4203990 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -4204162.000000 Penalty: 5287.782715
	Iteration 26Q: 3 clusters Score -4204162 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -4204335.000000 Penalty: 5287.782715
	Iteration 27Q: 3 clusters Score -4204335 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -4204497.500000 Penalty: 5287.782715
	Iteration 28Q: 3 clusters Score -4204498 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -4204677.500000 Penalty: 5287.782715
	Iteration 29Q: 3 clusters Score -4204678 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -4204865.000000 Penalty: 5287.782715
	Iteration 30Q: 3 clusters Score -4204865 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -4205041.000000 Penalty: 5287.782715
	Iteration 31Q: 3 clusters Score -4205041 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -4205193.000000 Penalty: 5287.782715
	Iteration 32Q: 3 clusters Score -4205193 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -4205316.500000 Penalty: 5287.782715
	Iteration 33Q: 3 clusters Score -4205316 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -4205455.000000 Penalty: 5287.782715
	Iteration 34Q: 3 clusters Score -4205455 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -4205592.000000 Penalty: 5287.782715
	Iteration 35Q: 3 clusters Score -4205592 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -4205713.500000 Penalty: 5287.782715
	Iteration 36Q: 3 clusters Score -4205714 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -4205805.000000 Penalty: 5287.782715
	Iteration 37Q: 3 clusters Score -4205805 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -4205882.500000 Penalty: 5287.782715
	Iteration 38Q: 3 clusters Score -4205882 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -4205947.500000 Penalty: 5287.782715
	Iteration 39Q: 3 clusters Score -4205948 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -4205999.500000 Penalty: 5287.782715
	Iteration 40F: 3 clusters Score -4206000 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -4206039.000000 Penalty: 5287.782715
	Iteration 41Q: 3 clusters Score -4206039 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -4206077.000000 Penalty: 5287.782715
	Iteration 42Q: 3 clusters Score -4206077 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -4206105.000000 Penalty: 5287.782715
	Iteration 43Q: 3 clusters Score -4206105 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -4206123.500000 Penalty: 5287.782715
	Iteration 44Q: 3 clusters Score -4206124 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -4206165.000000 Penalty: 5287.782715
	Iteration 45Q: 3 clusters Score -4206165 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -4206168.500000 Penalty: 5287.782715
	Iteration 46Q: 3 clusters Score -4206168 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -4206186.000000 Penalty: 5287.782715
	Iteration 47Q: 3 clusters Score -4206186 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -4206185.500000 Penalty: 5287.782715
	Iteration 48Q: 3 clusters Score -4206186 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -4206200.000000 Penalty: 5287.782715
	Iteration 49Q: 3 clusters Score -4206200 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -4206205.500000 Penalty: 5287.782715
	Iteration 50Q: 3 clusters Score -4206206 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -4206216.500000 Penalty: 5287.782715
	Iteration 51Q: 3 clusters Score -4206216 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -4206217.500000 Penalty: 5287.782715
	Iteration 52Q: 3 clusters Score -4206218 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -4206226.000000 Penalty: 5287.782715
	Iteration 53Q: 3 clusters Score -4206226 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -4206243.000000 Penalty: 5287.782715
	Iteration 54Q: 3 clusters Score -4206243 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -4206245.000000 Penalty: 5287.782715
	Iteration 55Q: 3 clusters Score -4206245 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -4206256.000000 Penalty: 5287.782715
	Iteration 56Q: 3 clusters Score -4206256 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -4206251.500000 Penalty: 5287.782715
	Iteration 57Q: 3 clusters Score -4206252 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -4206266.500000 Penalty: 5287.782715
	Iteration 58Q: 3 clusters Score -4206266 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -4206283.000000 Penalty: 5287.782715
	Iteration 59Q: 3 clusters Score -4206283 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -4206286.000000 Penalty: 5287.782715
	Iteration 60F: 3 clusters Score -4206286 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -4206295.000000 Penalty: 5287.782715
	Iteration 61Q: 3 clusters Score -4206295 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -4206309.000000 Penalty: 5287.782715
	Iteration 62Q: 3 clusters Score -4206309 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -4206317.000000 Penalty: 5287.782715
	Iteration 63Q: 3 clusters Score -4206317 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -4206343.000000 Penalty: 5287.782715
	Iteration 64Q: 3 clusters Score -4206343 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -4206348.500000 Penalty: 5287.782715
	Iteration 65Q: 3 clusters Score -4206348 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -4206368.500000 Penalty: 5287.782715
	Iteration 66Q: 3 clusters Score -4206368 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -4206384.000000 Penalty: 5287.782715
	Iteration 67Q: 3 clusters Score -4206384 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -4206390.000000 Penalty: 5287.782715
	Iteration 68Q: 3 clusters Score -4206390 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -4206396.500000 Penalty: 5287.782715
	Iteration 69Q: 3 clusters Score -4206396 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -4206403.000000 Penalty: 5287.782715
	Iteration 70Q: 3 clusters Score -4206403 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -4206414.000000 Penalty: 5287.782715
	Iteration 71Q: 3 clusters Score -4206414 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -4206417.000000 Penalty: 5287.782715
	Iteration 72Q: 3 clusters Score -4206417 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -4206447.500000 Penalty: 5287.782715
	Iteration 73Q: 3 clusters Score -4206448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -4206449.500000 Penalty: 5287.782715
	Iteration 74Q: 3 clusters Score -4206450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -4206447.500000 Penalty: 5287.782715
	Iteration 75Q: 3 clusters Score -4206448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -4206466.500000 Penalty: 5287.782715
	Iteration 76Q: 3 clusters Score -4206466 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -4206466.000000 Penalty: 5287.782715
	Iteration 77Q: 3 clusters Score -4206466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -4206468.000000 Penalty: 5287.782715
	Iteration 78Q: 3 clusters Score -4206468 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4206477.000000 Penalty: 5287.782715
	Iteration 79Q: 3 clusters Score -4206477 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -4206492.500000 Penalty: 5287.782715
	Iteration 80F: 3 clusters Score -4206492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -4206484.000000 Penalty: 5287.782715
	Iteration 81Q: 3 clusters Score -4206484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -4206509.500000 Penalty: 5287.782715
	Iteration 82Q: 3 clusters Score -4206510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -4206510.500000 Penalty: 5287.782715
	Iteration 83Q: 3 clusters Score -4206510 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -4206521.000000 Penalty: 5287.782715
	Iteration 84Q: 3 clusters Score -4206521 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -4206534.000000 Penalty: 5287.782715
	Iteration 85Q: 3 clusters Score -4206534 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -4206539.000000 Penalty: 5287.782715
	Iteration 86Q: 3 clusters Score -4206539 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -4206547.500000 Penalty: 5287.782715
	Iteration 87Q: 3 clusters Score -4206548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -4206551.500000 Penalty: 5287.782715
	Iteration 88Q: 3 clusters Score -4206552 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -4206572.000000 Penalty: 5287.782715
	Iteration 89Q: 3 clusters Score -4206572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -4206577.500000 Penalty: 5287.782715
	Iteration 90Q: 3 clusters Score -4206578 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -4206593.000000 Penalty: 5287.782715
	Iteration 91Q: 3 clusters Score -4206593 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -4206598.500000 Penalty: 5287.782715
	Iteration 92Q: 3 clusters Score -4206598 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -4206607.500000 Penalty: 5287.782715
	Iteration 93Q: 3 clusters Score -4206608 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -4206627.000000 Penalty: 5287.782715
	Iteration 94Q: 3 clusters Score -4206627 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -4206649.000000 Penalty: 5287.782715
	Iteration 95Q: 3 clusters Score -4206649 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -4206656.000000 Penalty: 5287.782715
	Iteration 96Q: 3 clusters Score -4206656 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -4206685.000000 Penalty: 5287.782715
	Iteration 97Q: 3 clusters Score -4206685 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -4206686.000000 Penalty: 5287.782715
	Iteration 98Q: 3 clusters Score -4206686 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -4206692.500000 Penalty: 5287.782715
	Iteration 99Q: 3 clusters Score -4206692 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -4206698.000000 Penalty: 5287.782715
	Iteration 100F: 3 clusters Score -4206698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -4206710.000000 Penalty: 5287.782715
	Iteration 101Q: 3 clusters Score -4206710 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -4206729.500000 Penalty: 5287.782715
	Iteration 102Q: 3 clusters Score -4206730 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -4206744.000000 Penalty: 5287.782715
	Iteration 103Q: 3 clusters Score -4206744 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -4206761.500000 Penalty: 5287.782715
	Iteration 104Q: 3 clusters Score -4206762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -4206786.000000 Penalty: 5287.782715
	Iteration 105Q: 3 clusters Score -4206786 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -4206805.500000 Penalty: 5287.782715
	Iteration 106Q: 3 clusters Score -4206806 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -4206823.000000 Penalty: 5287.782715
	Iteration 107Q: 3 clusters Score -4206823 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -4206840.500000 Penalty: 5287.782715
	Iteration 108Q: 3 clusters Score -4206840 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -4206856.500000 Penalty: 5287.782715
	Iteration 109Q: 3 clusters Score -4206856 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -4206862.500000 Penalty: 5287.782715
	Iteration 110Q: 3 clusters Score -4206862 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4206875.500000 Penalty: 5287.782715
	Iteration 111Q: 3 clusters Score -4206876 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -4206897.000000 Penalty: 5287.782715
	Iteration 112Q: 3 clusters Score -4206897 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4206917.500000 Penalty: 5287.782715
	Iteration 113Q: 3 clusters Score -4206918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -4206946.500000 Penalty: 5287.782715
	Iteration 114Q: 3 clusters Score -4206946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -4206951.500000 Penalty: 5287.782715
	Iteration 115Q: 3 clusters Score -4206952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4206983.000000 Penalty: 5287.782715
	Iteration 116Q: 3 clusters Score -4206983 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -4207003.500000 Penalty: 5287.782715
	Iteration 117Q: 3 clusters Score -4207004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4207001.500000 Penalty: 5287.782715
	Iteration 118Q: 3 clusters Score -4207002 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -4207017.000000 Penalty: 5287.782715
	Iteration 119Q: 3 clusters Score -4207017 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -4207022.500000 Penalty: 5287.782715
	Iteration 120F: 3 clusters Score -4207022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4207033.000000 Penalty: 5287.782715
	Iteration 121Q: 3 clusters Score -4207033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -4207056.000000 Penalty: 5287.782715
	Iteration 122Q: 3 clusters Score -4207056 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4207055.000000 Penalty: 5287.782715
	Iteration 123Q: 3 clusters Score -4207055 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4207073.500000 Penalty: 5287.782715
	Iteration 124Q: 3 clusters Score -4207074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -4207069.000000 Penalty: 5287.782715
	Iteration 125Q: 3 clusters Score -4207069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -4207085.500000 Penalty: 5287.782715
	Iteration 126Q: 3 clusters Score -4207086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4207090.000000 Penalty: 5287.782715
	Iteration 127Q: 3 clusters Score -4207090 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4207109.000000 Penalty: 5287.782715
	Iteration 128Q: 3 clusters Score -4207109 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4207125.500000 Penalty: 5287.782715
	Iteration 129Q: 3 clusters Score -4207126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -4207141.000000 Penalty: 5287.782715
	Iteration 130Q: 3 clusters Score -4207141 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -4207153.000000 Penalty: 5287.782715
	Iteration 131Q: 3 clusters Score -4207153 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4207168.500000 Penalty: 5287.782715
	Iteration 132Q: 3 clusters Score -4207168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4207177.500000 Penalty: 5287.782715
	Iteration 133Q: 3 clusters Score -4207178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4207179.500000 Penalty: 5287.782715
	Iteration 134Q: 3 clusters Score -4207180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -4207190.000000 Penalty: 5287.782715
	Iteration 135Q: 3 clusters Score -4207190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -4207202.500000 Penalty: 5287.782715
	Iteration 136Q: 3 clusters Score -4207202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4207207.500000 Penalty: 5287.782715
	Iteration 137Q: 3 clusters Score -4207208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4207214.000000 Penalty: 5287.782715
	Iteration 138Q: 3 clusters Score -4207214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4207227.500000 Penalty: 5287.782715
	Iteration 139Q: 3 clusters Score -4207228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4207239.500000 Penalty: 5287.782715
	Iteration 140F: 3 clusters Score -4207240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -4207240.000000 Penalty: 5287.782715
	Iteration 141Q: 3 clusters Score -4207240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -4207248.000000 Penalty: 5287.782715
	Iteration 142Q: 3 clusters Score -4207248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4207259.500000 Penalty: 5287.782715
	Iteration 143Q: 3 clusters Score -4207260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4207268.500000 Penalty: 5287.782715
	Iteration 144Q: 3 clusters Score -4207268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4207277.500000 Penalty: 5287.782715
	Iteration 145Q: 3 clusters Score -4207278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4207277.500000 Penalty: 5287.782715
	Iteration 146Q: 3 clusters Score -4207278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4207285.000000 Penalty: 5287.782715
	Iteration 147Q: 3 clusters Score -4207285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4207291.000000 Penalty: 5287.782715
	Iteration 148Q: 3 clusters Score -4207291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4207299.000000 Penalty: 5287.782715
	Iteration 149Q: 3 clusters Score -4207299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4207297.000000 Penalty: 5287.782715
	Iteration 150Q: 3 clusters Score -4207297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4207300.500000 Penalty: 5287.782715
	Iteration 151Q: 3 clusters Score -4207300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4207300.000000 Penalty: 5287.782715
	Iteration 152Q: 3 clusters Score -4207300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4207303.500000 Penalty: 5287.782715
	Iteration 153Q: 3 clusters Score -4207304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4207305.500000 Penalty: 5287.782715
	Iteration 154Q: 3 clusters Score -4207306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4207311.000000 Penalty: 5287.782715
	Iteration 155Q: 3 clusters Score -4207311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4207312.500000 Penalty: 5287.782715
	Iteration 156Q: 3 clusters Score -4207312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4207313.000000 Penalty: 5287.782715
	Iteration 157Q: 3 clusters Score -4207313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4207313.500000 Penalty: 5287.782715
	Iteration 158Q: 3 clusters Score -4207314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4207326.500000 Penalty: 5287.782715
	Iteration 159Q: 3 clusters Score -4207326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4207323.000000 Penalty: 5287.782715
	Iteration 160F: 3 clusters Score -4207323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4207333.500000 Penalty: 5287.782715
	Iteration 161Q: 3 clusters Score -4207334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4207325.000000 Penalty: 5287.782715
	Iteration 162Q: 3 clusters Score -4207325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4207327.500000 Penalty: 5287.782715
	Iteration 163Q: 3 clusters Score -4207328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4207330.500000 Penalty: 5287.782715
	Iteration 164Q: 3 clusters Score -4207330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4207328.500000 Penalty: 5287.782715
	Iteration 165Q: 3 clusters Score -4207328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4207336.000000 Penalty: 5287.782715
	Iteration 166Q: 3 clusters Score -4207336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4207332.500000 Penalty: 5287.782715
	Iteration 167Q: 3 clusters Score -4207332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4207341.500000 Penalty: 5287.782715
	Iteration 168Q: 3 clusters Score -4207342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4207340.000000 Penalty: 5287.782715
	Iteration 169Q: 3 clusters Score -4207340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4207348.000000 Penalty: 5287.782715
	Iteration 170Q: 3 clusters Score -4207348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4207342.000000 Penalty: 5287.782715
	Iteration 171Q: 3 clusters Score -4207342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4207346.500000 Penalty: 5287.782715
	Iteration 172Q: 3 clusters Score -4207346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4207347.000000 Penalty: 5287.782715
	Iteration 173Q: 3 clusters Score -4207347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4207347.500000 Penalty: 5287.782715
	Iteration 174Q: 3 clusters Score -4207348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4207343.000000 Penalty: 5287.782715
	Iteration 175Q: 3 clusters Score -4207343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4207344.500000 Penalty: 5287.782715
	Iteration 176Q: 3 clusters Score -4207344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4207346.000000 Penalty: 5287.782715
	Iteration 177Q: 3 clusters Score -4207346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4207343.500000 Penalty: 5287.782715
	Iteration 178Q: 3 clusters Score -4207344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4207343.000000 Penalty: 5287.782715
	Iteration 179Q: 3 clusters Score -4207343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4207345.000000 Penalty: 5287.782715
	Iteration 180F: 3 clusters Score -4207345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4207351.000000 Penalty: 5287.782715
	Iteration 181Q: 3 clusters Score -4207351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4207357.000000 Penalty: 5287.782715
	Iteration 182Q: 3 clusters Score -4207357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4207367.000000 Penalty: 5287.782715
	Iteration 183Q: 3 clusters Score -4207367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4207368.500000 Penalty: 5287.782715
	Iteration 184Q: 3 clusters Score -4207368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4207364.500000 Penalty: 5287.782715
	Iteration 185Q: 3 clusters Score -4207364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4207362.000000 Penalty: 5287.782715
	Iteration 186Q: 3 clusters Score -4207362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4207373.000000 Penalty: 5287.782715
	Iteration 187Q: 3 clusters Score -4207373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4207371.500000 Penalty: 5287.782715
	Iteration 188Q: 3 clusters Score -4207372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4207376.000000 Penalty: 5287.782715
	Iteration 189Q: 3 clusters Score -4207376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4207377.500000 Penalty: 5287.782715
	Iteration 190Q: 3 clusters Score -4207378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4207369.500000 Penalty: 5287.782715
	Iteration 191Q: 3 clusters Score -4207370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4207373.500000 Penalty: 5287.782715
	Iteration 192Q: 3 clusters Score -4207374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4207366.000000 Penalty: 5287.782715
	Iteration 193Q: 3 clusters Score -4207366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4207366.000000 Penalty: 5287.782715
	Iteration 194F: 3 clusters Score -4207366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Entering Unmasked Estep 
Score: -3449212.250000 Penalty: 2597.492676
	Iteration 0F: 2 clusters Score -3449212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3425159.500000 Penalty: 5194.985352
	Iteration 0F: 3 clusters Score -3425160 nChanged 16034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -3434116.750000 Penalty: 5194.985352
	Iteration 1F: 3 clusters Score -3434117 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -3434731.250000 Penalty: 5194.985352
	Iteration 2Q: 3 clusters Score -3434731 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3435493.250000 Penalty: 5194.985352
	Iteration 3Q: 3 clusters Score -3435493 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3436471.750000 Penalty: 5194.985352
	Iteration 4F: 3 clusters Score -3436472 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3437730.500000 Penalty: 5194.985352
	Iteration 5F: 3 clusters Score -3437730 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3439243.750000 Penalty: 5194.985352
	Iteration 6F: 3 clusters Score -3439244 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3440634.000000 Penalty: 5194.985352
	Iteration 7F: 3 clusters Score -3440634 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3441947.750000 Penalty: 5194.985352
	Iteration 8F: 3 clusters Score -3441948 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3443034.750000 Penalty: 5194.985352
	Iteration 9Q: 3 clusters Score -3443035 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3443851.750000 Penalty: 5194.985352
	Iteration 10Q: 3 clusters Score -3443852 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3444464.000000 Penalty: 5194.985352
	Iteration 11Q: 3 clusters Score -3444464 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3444882.500000 Penalty: 5194.985352
	Iteration 12Q: 3 clusters Score -3444882 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3445145.750000 Penalty: 5194.985352
	Iteration 13Q: 3 clusters Score -3445146 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3445333.250000 Penalty: 5194.985352
	Iteration 14Q: 3 clusters Score -3445333 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3445476.500000 Penalty: 5194.985352
	Iteration 15Q: 3 clusters Score -3445476 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3445582.750000 Penalty: 5194.985352
	Iteration 16Q: 3 clusters Score -3445583 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3445635.000000 Penalty: 5194.985352
	Iteration 17Q: 3 clusters Score -3445635 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3445673.750000 Penalty: 5194.985352
	Iteration 18Q: 3 clusters Score -3445674 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3445727.000000 Penalty: 5194.985352
	Iteration 19Q: 3 clusters Score -3445727 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3445755.250000 Penalty: 5194.985352
	Iteration 20F: 3 clusters Score -3445755 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3445795.500000 Penalty: 5194.985352
	Iteration 21Q: 3 clusters Score -3445796 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -3445812.250000 Penalty: 5194.985352
	Iteration 22Q: 3 clusters Score -3445812 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3445832.500000 Penalty: 5194.985352
	Iteration 23Q: 3 clusters Score -3445832 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3445831.250000 Penalty: 5194.985352
	Iteration 24Q: 3 clusters Score -3445831 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -3445876.000000 Penalty: 5194.985352
	Iteration 25Q: 3 clusters Score -3445876 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3445905.000000 Penalty: 5194.985352
	Iteration 26Q: 3 clusters Score -3445905 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3445918.750000 Penalty: 5194.985352
	Iteration 27Q: 3 clusters Score -3445919 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3445932.250000 Penalty: 5194.985352
	Iteration 28Q: 3 clusters Score -3445932 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3445924.750000 Penalty: 5194.985352
	Iteration 29Q: 3 clusters Score -3445925 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3445938.250000 Penalty: 5194.985352
	Iteration 30Q: 3 clusters Score -3445938 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3445954.000000 Penalty: 5194.985352
	Iteration 31Q: 3 clusters Score -3445954 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3445983.000000 Penalty: 5194.985352
	Iteration 32Q: 3 clusters Score -3445983 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3445980.000000 Penalty: 5194.985352
	Iteration 33Q: 3 clusters Score -3445980 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3445988.000000 Penalty: 5194.985352
	Iteration 34Q: 3 clusters Score -3445988 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3446014.000000 Penalty: 5194.985352
	Iteration 35Q: 3 clusters Score -3446014 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -3446021.500000 Penalty: 5194.985352
	Iteration 36Q: 3 clusters Score -3446022 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3446025.000000 Penalty: 5194.985352
	Iteration 37Q: 3 clusters Score -3446025 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -3446036.500000 Penalty: 5194.985352
	Iteration 38Q: 3 clusters Score -3446036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -3446039.750000 Penalty: 5194.985352
	Iteration 39Q: 3 clusters Score -3446040 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -3446041.000000 Penalty: 5194.985352
	Iteration 40F: 3 clusters Score -3446041 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3446057.500000 Penalty: 5194.985352
	Iteration 41Q: 3 clusters Score -3446058 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -3446067.250000 Penalty: 5194.985352
	Iteration 42Q: 3 clusters Score -3446067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3446085.750000 Penalty: 5194.985352
	Iteration 43Q: 3 clusters Score -3446086 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3446098.750000 Penalty: 5194.985352
	Iteration 44Q: 3 clusters Score -3446099 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3446103.750000 Penalty: 5194.985352
	Iteration 45Q: 3 clusters Score -3446104 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -3446103.000000 Penalty: 5194.985352
	Iteration 46Q: 3 clusters Score -3446103 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3446107.500000 Penalty: 5194.985352
	Iteration 47Q: 3 clusters Score -3446108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3446112.500000 Penalty: 5194.985352
	Iteration 48Q: 3 clusters Score -3446112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -3446108.500000 Penalty: 5194.985352
	Iteration 49Q: 3 clusters Score -3446108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3446107.500000 Penalty: 5194.985352
	Iteration 50Q: 3 clusters Score -3446108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -3446130.250000 Penalty: 5194.985352
	Iteration 51Q: 3 clusters Score -3446130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3446143.250000 Penalty: 5194.985352
	Iteration 52Q: 3 clusters Score -3446143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3446132.000000 Penalty: 5194.985352
	Iteration 53Q: 3 clusters Score -3446132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3446135.500000 Penalty: 5194.985352
	Iteration 54Q: 3 clusters Score -3446136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -3446150.250000 Penalty: 5194.985352
	Iteration 55Q: 3 clusters Score -3446150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -3446147.750000 Penalty: 5194.985352
	Iteration 56Q: 3 clusters Score -3446148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3446150.500000 Penalty: 5194.985352
	Iteration 57Q: 3 clusters Score -3446150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -3446157.500000 Penalty: 5194.985352
	Iteration 58Q: 3 clusters Score -3446158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3446162.500000 Penalty: 5194.985352
	Iteration 59Q: 3 clusters Score -3446162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -3446171.500000 Penalty: 5194.985352
	Iteration 60F: 3 clusters Score -3446172 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -3446170.500000 Penalty: 5194.985352
	Iteration 61Q: 3 clusters Score -3446170 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3446177.000000 Penalty: 5194.985352
	Iteration 62Q: 3 clusters Score -3446177 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3446182.000000 Penalty: 5194.985352
	Iteration 63Q: 3 clusters Score -3446182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3446183.500000 Penalty: 5194.985352
	Iteration 64Q: 3 clusters Score -3446184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3446192.750000 Penalty: 5194.985352
	Iteration 65Q: 3 clusters Score -3446193 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -3446183.250000 Penalty: 5194.985352
	Iteration 66Q: 3 clusters Score -3446183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3446189.250000 Penalty: 5194.985352
	Iteration 67Q: 3 clusters Score -3446189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3446185.500000 Penalty: 5194.985352
	Iteration 68Q: 3 clusters Score -3446186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3446192.750000 Penalty: 5194.985352
	Iteration 69Q: 3 clusters Score -3446193 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3446205.500000 Penalty: 5194.985352
	Iteration 70Q: 3 clusters Score -3446206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3446206.000000 Penalty: 5194.985352
	Iteration 71Q: 3 clusters Score -3446206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3446220.000000 Penalty: 5194.985352
	Iteration 72Q: 3 clusters Score -3446220 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3446230.750000 Penalty: 5194.985352
	Iteration 73Q: 3 clusters Score -3446231 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3446236.500000 Penalty: 5194.985352
	Iteration 74Q: 3 clusters Score -3446236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3446244.750000 Penalty: 5194.985352
	Iteration 75Q: 3 clusters Score -3446245 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -3446251.750000 Penalty: 5194.985352
	Iteration 76Q: 3 clusters Score -3446252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -3446250.750000 Penalty: 5194.985352
	Iteration 77Q: 3 clusters Score -3446251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3446249.250000 Penalty: 5194.985352
	Iteration 78Q: 3 clusters Score -3446249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3446254.750000 Penalty: 5194.985352
	Iteration 79Q: 3 clusters Score -3446255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3446262.000000 Penalty: 5194.985352
	Iteration 80F: 3 clusters Score -3446262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -3446255.000000 Penalty: 5194.985352
	Iteration 81Q: 3 clusters Score -3446255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3446263.500000 Penalty: 5194.985352
	Iteration 82Q: 3 clusters Score -3446264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -3446272.000000 Penalty: 5194.985352
	Iteration 83Q: 3 clusters Score -3446272 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3446281.250000 Penalty: 5194.985352
	Iteration 84Q: 3 clusters Score -3446281 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -3446295.500000 Penalty: 5194.985352
	Iteration 85Q: 3 clusters Score -3446296 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3446295.500000 Penalty: 5194.985352
	Iteration 86Q: 3 clusters Score -3446296 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -3446307.250000 Penalty: 5194.985352
	Iteration 87Q: 3 clusters Score -3446307 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -3446315.750000 Penalty: 5194.985352
	Iteration 88Q: 3 clusters Score -3446316 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -3446332.000000 Penalty: 5194.985352
	Iteration 89Q: 3 clusters Score -3446332 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -3446347.750000 Penalty: 5194.985352
	Iteration 90Q: 3 clusters Score -3446348 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3446351.500000 Penalty: 5194.985352
	Iteration 91Q: 3 clusters Score -3446352 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3446389.250000 Penalty: 5194.985352
	Iteration 92Q: 3 clusters Score -3446389 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3446395.250000 Penalty: 5194.985352
	Iteration 93Q: 3 clusters Score -3446395 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -3446423.750000 Penalty: 5194.985352
	Iteration 94Q: 3 clusters Score -3446424 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3446464.500000 Penalty: 5194.985352
	Iteration 95Q: 3 clusters Score -3446464 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3446516.750000 Penalty: 5194.985352
	Iteration 96Q: 3 clusters Score -3446517 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3446534.250000 Penalty: 5194.985352
	Iteration 97Q: 3 clusters Score -3446534 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -3446568.500000 Penalty: 5194.985352
	Iteration 98Q: 3 clusters Score -3446568 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -3446611.750000 Penalty: 5194.985352
	Iteration 99Q: 3 clusters Score -3446612 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -3446657.000000 Penalty: 5194.985352
	Iteration 100F: 3 clusters Score -3446657 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3446730.750000 Penalty: 5194.985352
	Iteration 101Q: 3 clusters Score -3446731 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3446754.500000 Penalty: 5194.985352
	Iteration 102Q: 3 clusters Score -3446754 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -3446790.250000 Penalty: 5194.985352
	Iteration 103Q: 3 clusters Score -3446790 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3446813.250000 Penalty: 5194.985352
	Iteration 104Q: 3 clusters Score -3446813 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -3446846.250000 Penalty: 5194.985352
	Iteration 105Q: 3 clusters Score -3446846 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3446873.500000 Penalty: 5194.985352
	Iteration 106Q: 3 clusters Score -3446874 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3446898.000000 Penalty: 5194.985352
	Iteration 107Q: 3 clusters Score -3446898 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3446914.750000 Penalty: 5194.985352
	Iteration 108Q: 3 clusters Score -3446915 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -3446938.000000 Penalty: 5194.985352
	Iteration 109Q: 3 clusters Score -3446938 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3446952.250000 Penalty: 5194.985352
	Iteration 110Q: 3 clusters Score -3446952 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3446969.250000 Penalty: 5194.985352
	Iteration 111Q: 3 clusters Score -3446969 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -3446997.000000 Penalty: 5194.985352
	Iteration 112Q: 3 clusters Score -3446997 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3447008.750000 Penalty: 5194.985352
	Iteration 113Q: 3 clusters Score -3447009 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3447041.250000 Penalty: 5194.985352
	Iteration 114Q: 3 clusters Score -3447041 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3447063.000000 Penalty: 5194.985352
	Iteration 115Q: 3 clusters Score -3447063 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3447078.500000 Penalty: 5194.985352
	Iteration 116Q: 3 clusters Score -3447078 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3447083.750000 Penalty: 5194.985352
	Iteration 117Q: 3 clusters Score -3447084 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3447088.750000 Penalty: 5194.985352
	Iteration 118Q: 3 clusters Score -3447089 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -3447097.500000 Penalty: 5194.985352
	Iteration 119Q: 3 clusters Score -3447098 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3447103.750000 Penalty: 5194.985352
	Iteration 120F: 3 clusters Score -3447104 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3447119.500000 Penalty: 5194.985352
	Iteration 121Q: 3 clusters Score -3447120 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -3447138.000000 Penalty: 5194.985352
	Iteration 122Q: 3 clusters Score -3447138 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -3447156.000000 Penalty: 5194.985352
	Iteration 123Q: 3 clusters Score -3447156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3447154.250000 Penalty: 5194.985352
	Iteration 124Q: 3 clusters Score -3447154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3447164.000000 Penalty: 5194.985352
	Iteration 125Q: 3 clusters Score -3447164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -3447163.000000 Penalty: 5194.985352
	Iteration 126Q: 3 clusters Score -3447163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -3447174.250000 Penalty: 5194.985352
	Iteration 127Q: 3 clusters Score -3447174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3447173.000000 Penalty: 5194.985352
	Iteration 128Q: 3 clusters Score -3447173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3447171.750000 Penalty: 5194.985352
	Iteration 129Q: 3 clusters Score -3447172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3447177.750000 Penalty: 5194.985352
	Iteration 130Q: 3 clusters Score -3447178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3447174.500000 Penalty: 5194.985352
	Iteration 131Q: 3 clusters Score -3447174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3447183.000000 Penalty: 5194.985352
	Iteration 132Q: 3 clusters Score -3447183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3447187.000000 Penalty: 5194.985352
	Iteration 133Q: 3 clusters Score -3447187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -3447190.250000 Penalty: 5194.985352
	Iteration 134Q: 3 clusters Score -3447190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3447189.250000 Penalty: 5194.985352
	Iteration 135Q: 3 clusters Score -3447189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3447188.000000 Penalty: 5194.985352
	Iteration 136Q: 3 clusters Score -3447188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -3447189.250000 Penalty: 5194.985352
	Iteration 137Q: 3 clusters Score -3447189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -3447184.750000 Penalty: 5194.985352
	Iteration 138Q: 3 clusters Score -3447185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3447188.750000 Penalty: 5194.985352
	Iteration 139Q: 3 clusters Score -3447189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3447185.000000 Penalty: 5194.985352
	Iteration 140F: 3 clusters Score -3447185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3447187.250000 Penalty: 5194.985352
	Iteration 141Q: 3 clusters Score -3447187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3447188.000000 Penalty: 5194.985352
	Iteration 142Q: 3 clusters Score -3447188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3447189.750000 Penalty: 5194.985352
	Iteration 143Q: 3 clusters Score -3447190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3447192.000000 Penalty: 5194.985352
	Iteration 144Q: 3 clusters Score -3447192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3447188.250000 Penalty: 5194.985352
	Iteration 145Q: 3 clusters Score -3447188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3447187.250000 Penalty: 5194.985352
	Iteration 146Q: 3 clusters Score -3447187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -3447188.250000 Penalty: 5194.985352
	Iteration 147Q: 3 clusters Score -3447188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -3447186.000000 Penalty: 5194.985352
	Iteration 148Q: 3 clusters Score -3447186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3447185.500000 Penalty: 5194.985352
	Iteration 149Q: 3 clusters Score -3447186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3447182.000000 Penalty: 5194.985352
	Iteration 150Q: 3 clusters Score -3447182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3447186.000000 Penalty: 5194.985352
	Iteration 151Q: 3 clusters Score -3447186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3447188.250000 Penalty: 5194.985352
	Iteration 152Q: 3 clusters Score -3447188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3447190.000000 Penalty: 5194.985352
	Iteration 153Q: 3 clusters Score -3447190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3447190.000000 Penalty: 5194.985352
	Iteration 154Q: 3 clusters Score -3447190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3447191.500000 Penalty: 5194.985352
	Iteration 155Q: 3 clusters Score -3447192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -3447191.750000 Penalty: 5194.985352
	Iteration 156Q: 3 clusters Score -3447192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -3447189.000000 Penalty: 5194.985352
	Iteration 157Q: 3 clusters Score -3447189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -3447191.500000 Penalty: 5194.985352
	Iteration 158Q: 3 clusters Score -3447192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3447189.000000 Penalty: 5194.985352
	Iteration 159Q: 3 clusters Score -3447189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -3447194.000000 Penalty: 5194.985352
	Iteration 160F: 3 clusters Score -3447194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3447195.750000 Penalty: 5194.985352
	Iteration 161Q: 3 clusters Score -3447196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3447193.250000 Penalty: 5194.985352
	Iteration 162Q: 3 clusters Score -3447193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -3447193.750000 Penalty: 5194.985352
	Iteration 163Q: 3 clusters Score -3447194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -3447193.750000 Penalty: 5194.985352
	Iteration 164F: 3 clusters Score -3447194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Entering Unmasked Estep 
Score: -6503511.500000 Penalty: 2747.687500
	Iteration 0F: 2 clusters Score -6503512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -6460102.000000 Penalty: 5495.375000
	Iteration 0F: 3 clusters Score -6460102 nChanged 30107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -6477202.500000 Penalty: 5495.375000
	Iteration 1F: 3 clusters Score -6477202 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -6478064.000000 Penalty: 5495.375000
	Iteration 2Q: 3 clusters Score -6478064 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -6479019.000000 Penalty: 5495.375000
	Iteration 3Q: 3 clusters Score -6479019 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -6480264.500000 Penalty: 5495.375000
	Iteration 4Q: 3 clusters Score -6480264 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -6481945.500000 Penalty: 5495.375000
	Iteration 5Q: 3 clusters Score -6481946 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -6484183.500000 Penalty: 5495.375000
	Iteration 6F: 3 clusters Score -6484184 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -6486899.000000 Penalty: 5495.375000
	Iteration 7F: 3 clusters Score -6486899 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -6490416.000000 Penalty: 5495.375000
	Iteration 8F: 3 clusters Score -6490416 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -6493842.000000 Penalty: 5495.375000
	Iteration 9F: 3 clusters Score -6493842 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -6496440.500000 Penalty: 5495.375000
	Iteration 10F: 3 clusters Score -6496440 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -6498184.000000 Penalty: 5495.375000
	Iteration 11Q: 3 clusters Score -6498184 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -6499302.500000 Penalty: 5495.375000
	Iteration 12Q: 3 clusters Score -6499302 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -6500004.500000 Penalty: 5495.375000
	Iteration 13Q: 3 clusters Score -6500004 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -6500320.500000 Penalty: 5495.375000
	Iteration 14Q: 3 clusters Score -6500320 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -6500549.000000 Penalty: 5495.375000
	Iteration 15Q: 3 clusters Score -6500549 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -6500660.500000 Penalty: 5495.375000
	Iteration 16Q: 3 clusters Score -6500660 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -6500719.500000 Penalty: 5495.375000
	Iteration 17Q: 3 clusters Score -6500720 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -6500778.000000 Penalty: 5495.375000
	Iteration 18Q: 3 clusters Score -6500778 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -6500811.500000 Penalty: 5495.375000
	Iteration 19Q: 3 clusters Score -6500812 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -6500833.000000 Penalty: 5495.375000
	Iteration 20F: 3 clusters Score -6500833 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -6500827.500000 Penalty: 5495.375000
	Iteration 21Q: 3 clusters Score -6500828 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -6500830.500000 Penalty: 5495.375000
	Iteration 22Q: 3 clusters Score -6500830 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -6500835.500000 Penalty: 5495.375000
	Iteration 23Q: 3 clusters Score -6500836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -6500844.000000 Penalty: 5495.375000
	Iteration 24Q: 3 clusters Score -6500844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -6500843.000000 Penalty: 5495.375000
	Iteration 25Q: 3 clusters Score -6500843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -6500846.500000 Penalty: 5495.375000
	Iteration 26Q: 3 clusters Score -6500846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -6500848.000000 Penalty: 5495.375000
	Iteration 27Q: 3 clusters Score -6500848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -6500851.500000 Penalty: 5495.375000
	Iteration 28Q: 3 clusters Score -6500852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -6500844.000000 Penalty: 5495.375000
	Iteration 29Q: 3 clusters Score -6500844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -6500852.000000 Penalty: 5495.375000
	Iteration 30Q: 3 clusters Score -6500852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -6500869.500000 Penalty: 5495.375000
	Iteration 31Q: 3 clusters Score -6500870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -6500865.500000 Penalty: 5495.375000
	Iteration 32Q: 3 clusters Score -6500866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -6500877.000000 Penalty: 5495.375000
	Iteration 33Q: 3 clusters Score -6500877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -6500872.000000 Penalty: 5495.375000
	Iteration 34Q: 3 clusters Score -6500872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -6500878.500000 Penalty: 5495.375000
	Iteration 35Q: 3 clusters Score -6500878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -6500877.500000 Penalty: 5495.375000
	Iteration 36Q: 3 clusters Score -6500878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -6500876.000000 Penalty: 5495.375000
	Iteration 37Q: 3 clusters Score -6500876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -6500879.000000 Penalty: 5495.375000
	Iteration 38Q: 3 clusters Score -6500879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -6500870.500000 Penalty: 5495.375000
	Iteration 39Q: 3 clusters Score -6500870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -6500873.000000 Penalty: 5495.375000
	Iteration 40F: 3 clusters Score -6500873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -6500867.500000 Penalty: 5495.375000
	Iteration 41Q: 3 clusters Score -6500868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -6500875.000000 Penalty: 5495.375000
	Iteration 42Q: 3 clusters Score -6500875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -6500875.000000 Penalty: 5495.375000
	Iteration 43Q: 3 clusters Score -6500875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -6500866.500000 Penalty: 5495.375000
	Iteration 44Q: 3 clusters Score -6500866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -6500865.000000 Penalty: 5495.375000
	Iteration 45Q: 3 clusters Score -6500865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -6500871.000000 Penalty: 5495.375000
	Iteration 46Q: 3 clusters Score -6500871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -6500882.000000 Penalty: 5495.375000
	Iteration 47Q: 3 clusters Score -6500882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -6500876.500000 Penalty: 5495.375000
	Iteration 48Q: 3 clusters Score -6500876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -6500878.000000 Penalty: 5495.375000
	Iteration 49Q: 3 clusters Score -6500878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -6500878.000000 Penalty: 5495.375000
	Iteration 50F: 3 clusters Score -6500878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Entering Unmasked Estep 
Score: -1633494.875000 Penalty: 2409.107178
	Iteration 0F: 2 clusters Score -1633495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1621733.750000 Penalty: 4818.214355
	Iteration 0F: 3 clusters Score -1621734 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1625795.375000 Penalty: 4818.214355
	Iteration 1F: 3 clusters Score -1625795 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1626329.500000 Penalty: 4818.214355
	Iteration 2F: 3 clusters Score -1626330 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1626795.875000 Penalty: 4818.214355
	Iteration 3F: 3 clusters Score -1626796 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1627247.750000 Penalty: 4818.214355
	Iteration 4F: 3 clusters Score -1627248 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1627726.500000 Penalty: 4818.214355
	Iteration 5F: 3 clusters Score -1627726 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1628248.125000 Penalty: 4818.214355
	Iteration 6Q: 3 clusters Score -1628248 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1628774.625000 Penalty: 4818.214355
	Iteration 7Q: 3 clusters Score -1628775 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1629236.875000 Penalty: 4818.214355
	Iteration 8Q: 3 clusters Score -1629237 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1629614.875000 Penalty: 4818.214355
	Iteration 9Q: 3 clusters Score -1629615 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1629948.000000 Penalty: 4818.214355
	Iteration 10Q: 3 clusters Score -1629948 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1630217.375000 Penalty: 4818.214355
	Iteration 11Q: 3 clusters Score -1630217 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1630435.375000 Penalty: 4818.214355
	Iteration 12Q: 3 clusters Score -1630435 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1630637.625000 Penalty: 4818.214355
	Iteration 13Q: 3 clusters Score -1630638 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1630805.500000 Penalty: 4818.214355
	Iteration 14Q: 3 clusters Score -1630806 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1630920.750000 Penalty: 4818.214355
	Iteration 15Q: 3 clusters Score -1630921 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1631018.125000 Penalty: 4818.214355
	Iteration 16Q: 3 clusters Score -1631018 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1631079.500000 Penalty: 4818.214355
	Iteration 17Q: 3 clusters Score -1631080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1631129.375000 Penalty: 4818.214355
	Iteration 18Q: 3 clusters Score -1631129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1631170.375000 Penalty: 4818.214355
	Iteration 19Q: 3 clusters Score -1631170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1631191.000000 Penalty: 4818.214355
	Iteration 20F: 3 clusters Score -1631191 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1631212.625000 Penalty: 4818.214355
	Iteration 21Q: 3 clusters Score -1631213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1631225.000000 Penalty: 4818.214355
	Iteration 22Q: 3 clusters Score -1631225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1631239.625000 Penalty: 4818.214355
	Iteration 23Q: 3 clusters Score -1631240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1631244.750000 Penalty: 4818.214355
	Iteration 24Q: 3 clusters Score -1631245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1631250.250000 Penalty: 4818.214355
	Iteration 25Q: 3 clusters Score -1631250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1631253.750000 Penalty: 4818.214355
	Iteration 26Q: 3 clusters Score -1631254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1631262.875000 Penalty: 4818.214355
	Iteration 27Q: 3 clusters Score -1631263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1631268.875000 Penalty: 4818.214355
	Iteration 28Q: 3 clusters Score -1631269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1631278.500000 Penalty: 4818.214355
	Iteration 29Q: 3 clusters Score -1631278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1631294.875000 Penalty: 4818.214355
	Iteration 30Q: 3 clusters Score -1631295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1631304.875000 Penalty: 4818.214355
	Iteration 31Q: 3 clusters Score -1631305 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1631323.500000 Penalty: 4818.214355
	Iteration 32Q: 3 clusters Score -1631324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1631332.625000 Penalty: 4818.214355
	Iteration 33Q: 3 clusters Score -1631333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1631348.375000 Penalty: 4818.214355
	Iteration 34Q: 3 clusters Score -1631348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1631351.875000 Penalty: 4818.214355
	Iteration 35Q: 3 clusters Score -1631352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1631351.875000 Penalty: 4818.214355
	Iteration 36Q: 3 clusters Score -1631352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1631352.000000 Penalty: 4818.214355
	Iteration 37Q: 3 clusters Score -1631352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1631356.500000 Penalty: 4818.214355
	Iteration 38Q: 3 clusters Score -1631356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1631357.000000 Penalty: 4818.214355
	Iteration 39Q: 3 clusters Score -1631357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1631361.125000 Penalty: 4818.214355
	Iteration 40F: 3 clusters Score -1631361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1631360.000000 Penalty: 4818.214355
	Iteration 41Q: 3 clusters Score -1631360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1631364.500000 Penalty: 4818.214355
	Iteration 42Q: 3 clusters Score -1631364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1631368.000000 Penalty: 4818.214355
	Iteration 43Q: 3 clusters Score -1631368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1631370.375000 Penalty: 4818.214355
	Iteration 44Q: 3 clusters Score -1631370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1631378.875000 Penalty: 4818.214355
	Iteration 45Q: 3 clusters Score -1631379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1631384.250000 Penalty: 4818.214355
	Iteration 46Q: 3 clusters Score -1631384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1631392.875000 Penalty: 4818.214355
	Iteration 47Q: 3 clusters Score -1631393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1631401.000000 Penalty: 4818.214355
	Iteration 48Q: 3 clusters Score -1631401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1631404.750000 Penalty: 4818.214355
	Iteration 49Q: 3 clusters Score -1631405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1631407.750000 Penalty: 4818.214355
	Iteration 50Q: 3 clusters Score -1631408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1631412.125000 Penalty: 4818.214355
	Iteration 51Q: 3 clusters Score -1631412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1631417.875000 Penalty: 4818.214355
	Iteration 52Q: 3 clusters Score -1631418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1631417.250000 Penalty: 4818.214355
	Iteration 53Q: 3 clusters Score -1631417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1631417.875000 Penalty: 4818.214355
	Iteration 54Q: 3 clusters Score -1631418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1631419.750000 Penalty: 4818.214355
	Iteration 55Q: 3 clusters Score -1631420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1631418.750000 Penalty: 4818.214355
	Iteration 56Q: 3 clusters Score -1631419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1631420.625000 Penalty: 4818.214355
	Iteration 57Q: 3 clusters Score -1631421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1631420.500000 Penalty: 4818.214355
	Iteration 58Q: 3 clusters Score -1631420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1631421.000000 Penalty: 4818.214355
	Iteration 59Q: 3 clusters Score -1631421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1631421.250000 Penalty: 4818.214355
	Iteration 60F: 3 clusters Score -1631421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1631421.000000 Penalty: 4818.214355
	Iteration 61Q: 3 clusters Score -1631421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1631420.375000 Penalty: 4818.214355
	Iteration 62Q: 3 clusters Score -1631420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1631420.375000 Penalty: 4818.214355
	Iteration 63F: 3 clusters Score -1631420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Entering Unmasked Estep 
Score: -1537433.375000 Penalty: 2387.694336
	Iteration 0F: 2 clusters Score -1537433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1526591.500000 Penalty: 4775.388672
	Iteration 0F: 3 clusters Score -1526592 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1529978.250000 Penalty: 4775.388672
	Iteration 1F: 3 clusters Score -1529978 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1530332.375000 Penalty: 4775.388672
	Iteration 2F: 3 clusters Score -1530332 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1530635.375000 Penalty: 4775.388672
	Iteration 3Q: 3 clusters Score -1530635 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1530912.125000 Penalty: 4775.388672
	Iteration 4Q: 3 clusters Score -1530912 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1531146.875000 Penalty: 4775.388672
	Iteration 5Q: 3 clusters Score -1531147 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1531373.875000 Penalty: 4775.388672
	Iteration 6Q: 3 clusters Score -1531374 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1531616.750000 Penalty: 4775.388672
	Iteration 7Q: 3 clusters Score -1531617 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1531894.375000 Penalty: 4775.388672
	Iteration 8Q: 3 clusters Score -1531894 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1532176.125000 Penalty: 4775.388672
	Iteration 9Q: 3 clusters Score -1532176 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1532464.375000 Penalty: 4775.388672
	Iteration 10Q: 3 clusters Score -1532464 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1532748.875000 Penalty: 4775.388672
	Iteration 11Q: 3 clusters Score -1532749 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1533022.250000 Penalty: 4775.388672
	Iteration 12Q: 3 clusters Score -1533022 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1533255.500000 Penalty: 4775.388672
	Iteration 13Q: 3 clusters Score -1533256 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1533482.375000 Penalty: 4775.388672
	Iteration 14Q: 3 clusters Score -1533482 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1533705.000000 Penalty: 4775.388672
	Iteration 15Q: 3 clusters Score -1533705 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1533913.000000 Penalty: 4775.388672
	Iteration 16Q: 3 clusters Score -1533913 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1534097.375000 Penalty: 4775.388672
	Iteration 17Q: 3 clusters Score -1534097 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1534267.750000 Penalty: 4775.388672
	Iteration 18Q: 3 clusters Score -1534268 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1534423.250000 Penalty: 4775.388672
	Iteration 19Q: 3 clusters Score -1534423 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1534573.000000 Penalty: 4775.388672
	Iteration 20F: 3 clusters Score -1534573 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1534705.750000 Penalty: 4775.388672
	Iteration 21Q: 3 clusters Score -1534706 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1534826.125000 Penalty: 4775.388672
	Iteration 22Q: 3 clusters Score -1534826 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1534923.750000 Penalty: 4775.388672
	Iteration 23Q: 3 clusters Score -1534924 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1535016.750000 Penalty: 4775.388672
	Iteration 24Q: 3 clusters Score -1535017 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1535096.750000 Penalty: 4775.388672
	Iteration 25Q: 3 clusters Score -1535097 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1535188.000000 Penalty: 4775.388672
	Iteration 26Q: 3 clusters Score -1535188 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1535260.250000 Penalty: 4775.388672
	Iteration 27Q: 3 clusters Score -1535260 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1535332.250000 Penalty: 4775.388672
	Iteration 28Q: 3 clusters Score -1535332 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1535418.625000 Penalty: 4775.388672
	Iteration 29Q: 3 clusters Score -1535419 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1535488.000000 Penalty: 4775.388672
	Iteration 30Q: 3 clusters Score -1535488 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1535556.625000 Penalty: 4775.388672
	Iteration 31Q: 3 clusters Score -1535557 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1535616.250000 Penalty: 4775.388672
	Iteration 32Q: 3 clusters Score -1535616 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1535675.375000 Penalty: 4775.388672
	Iteration 33Q: 3 clusters Score -1535675 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1535721.000000 Penalty: 4775.388672
	Iteration 34Q: 3 clusters Score -1535721 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1535750.375000 Penalty: 4775.388672
	Iteration 35Q: 3 clusters Score -1535750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1535774.250000 Penalty: 4775.388672
	Iteration 36Q: 3 clusters Score -1535774 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1535808.500000 Penalty: 4775.388672
	Iteration 37Q: 3 clusters Score -1535808 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1535827.000000 Penalty: 4775.388672
	Iteration 38Q: 3 clusters Score -1535827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1535844.125000 Penalty: 4775.388672
	Iteration 39Q: 3 clusters Score -1535844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1535855.250000 Penalty: 4775.388672
	Iteration 40F: 3 clusters Score -1535855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1535869.875000 Penalty: 4775.388672
	Iteration 41Q: 3 clusters Score -1535870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1535875.375000 Penalty: 4775.388672
	Iteration 42Q: 3 clusters Score -1535875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1535879.375000 Penalty: 4775.388672
	Iteration 43Q: 3 clusters Score -1535879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1535888.750000 Penalty: 4775.388672
	Iteration 44Q: 3 clusters Score -1535889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1535894.625000 Penalty: 4775.388672
	Iteration 45Q: 3 clusters Score -1535895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1535903.750000 Penalty: 4775.388672
	Iteration 46Q: 3 clusters Score -1535904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1535905.000000 Penalty: 4775.388672
	Iteration 47Q: 3 clusters Score -1535905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1535909.125000 Penalty: 4775.388672
	Iteration 48Q: 3 clusters Score -1535909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1535915.750000 Penalty: 4775.388672
	Iteration 49Q: 3 clusters Score -1535916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1535919.000000 Penalty: 4775.388672
	Iteration 50Q: 3 clusters Score -1535919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1535920.625000 Penalty: 4775.388672
	Iteration 51Q: 3 clusters Score -1535921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1535924.375000 Penalty: 4775.388672
	Iteration 52Q: 3 clusters Score -1535924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1535923.500000 Penalty: 4775.388672
	Iteration 53Q: 3 clusters Score -1535924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1535921.625000 Penalty: 4775.388672
	Iteration 54Q: 3 clusters Score -1535922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1535921.375000 Penalty: 4775.388672
	Iteration 55Q: 3 clusters Score -1535921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1535926.375000 Penalty: 4775.388672
	Iteration 56Q: 3 clusters Score -1535926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1535927.625000 Penalty: 4775.388672
	Iteration 57Q: 3 clusters Score -1535928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1535928.875000 Penalty: 4775.388672
	Iteration 58Q: 3 clusters Score -1535929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1535933.125000 Penalty: 4775.388672
	Iteration 59Q: 3 clusters Score -1535933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1535932.875000 Penalty: 4775.388672
	Iteration 60F: 3 clusters Score -1535933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1535932.125000 Penalty: 4775.388672
	Iteration 61Q: 3 clusters Score -1535932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1535929.625000 Penalty: 4775.388672
	Iteration 62Q: 3 clusters Score -1535930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1535933.875000 Penalty: 4775.388672
	Iteration 63Q: 3 clusters Score -1535934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1535933.125000 Penalty: 4775.388672
	Iteration 64Q: 3 clusters Score -1535933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1535936.625000 Penalty: 4775.388672
	Iteration 65Q: 3 clusters Score -1535937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1535934.125000 Penalty: 4775.388672
	Iteration 66Q: 3 clusters Score -1535934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1535935.125000 Penalty: 4775.388672
	Iteration 67Q: 3 clusters Score -1535935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1535933.875000 Penalty: 4775.388672
	Iteration 68Q: 3 clusters Score -1535934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1535933.500000 Penalty: 4775.388672
	Iteration 69Q: 3 clusters Score -1535934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1535933.625000 Penalty: 4775.388672
	Iteration 70Q: 3 clusters Score -1535934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1535933.250000 Penalty: 4775.388672
	Iteration 71Q: 3 clusters Score -1535933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1535932.750000 Penalty: 4775.388672
	Iteration 72Q: 3 clusters Score -1535933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1535930.875000 Penalty: 4775.388672
	Iteration 73Q: 3 clusters Score -1535931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1535935.250000 Penalty: 4775.388672
	Iteration 74Q: 3 clusters Score -1535935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1535938.375000 Penalty: 4775.388672
	Iteration 75Q: 3 clusters Score -1535938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1535937.750000 Penalty: 4775.388672
	Iteration 76Q: 3 clusters Score -1535938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1535940.875000 Penalty: 4775.388672
	Iteration 77Q: 3 clusters Score -1535941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1535938.375000 Penalty: 4775.388672
	Iteration 78Q: 3 clusters Score -1535938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1535939.625000 Penalty: 4775.388672
	Iteration 79Q: 3 clusters Score -1535940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1535939.125000 Penalty: 4775.388672
	Iteration 80F: 3 clusters Score -1535939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1535936.375000 Penalty: 4775.388672
	Iteration 81Q: 3 clusters Score -1535936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1535937.250000 Penalty: 4775.388672
	Iteration 82Q: 3 clusters Score -1535937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1535937.125000 Penalty: 4775.388672
	Iteration 83Q: 3 clusters Score -1535937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1535940.000000 Penalty: 4775.388672
	Iteration 84Q: 3 clusters Score -1535940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1535938.750000 Penalty: 4775.388672
	Iteration 85Q: 3 clusters Score -1535939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1535940.500000 Penalty: 4775.388672
	Iteration 86Q: 3 clusters Score -1535940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1535938.000000 Penalty: 4775.388672
	Iteration 87Q: 3 clusters Score -1535938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1535939.875000 Penalty: 4775.388672
	Iteration 88Q: 3 clusters Score -1535940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1535944.125000 Penalty: 4775.388672
	Iteration 89Q: 3 clusters Score -1535944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1535943.250000 Penalty: 4775.388672
	Iteration 90Q: 3 clusters Score -1535943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1535945.000000 Penalty: 4775.388672
	Iteration 91Q: 3 clusters Score -1535945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1535945.875000 Penalty: 4775.388672
	Iteration 92Q: 3 clusters Score -1535946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1535946.750000 Penalty: 4775.388672
	Iteration 93Q: 3 clusters Score -1535947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1535947.625000 Penalty: 4775.388672
	Iteration 94Q: 3 clusters Score -1535948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1535947.625000 Penalty: 4775.388672
	Iteration 95Q: 3 clusters Score -1535948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1535947.875000 Penalty: 4775.388672
	Iteration 96Q: 3 clusters Score -1535948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1535947.875000 Penalty: 4775.388672
	Iteration 97F: 3 clusters Score -1535948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Entering Unmasked Estep 
Score: -7046329.000000 Penalty: 2764.672363
	Iteration 0F: 2 clusters Score -7046329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -6999698.500000 Penalty: 5529.344727
	Iteration 0F: 3 clusters Score -6999698 nChanged 32481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -7018124.500000 Penalty: 5529.344727
	Iteration 1F: 3 clusters Score -7018124 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -7018775.500000 Penalty: 5529.344727
	Iteration 2Q: 3 clusters Score -7018776 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -7019473.000000 Penalty: 5529.344727
	Iteration 3Q: 3 clusters Score -7019473 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -7020397.000000 Penalty: 5529.344727
	Iteration 4Q: 3 clusters Score -7020397 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -7021783.500000 Penalty: 5529.344727
	Iteration 5Q: 3 clusters Score -7021784 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -7023987.000000 Penalty: 5529.344727
	Iteration 6F: 3 clusters Score -7023987 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -7027434.000000 Penalty: 5529.344727
	Iteration 7F: 3 clusters Score -7027434 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -7031919.000000 Penalty: 5529.344727
	Iteration 8F: 3 clusters Score -7031919 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -7036376.000000 Penalty: 5529.344727
	Iteration 9F: 3 clusters Score -7036376 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -7039980.500000 Penalty: 5529.344727
	Iteration 10F: 3 clusters Score -7039980 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -7042097.000000 Penalty: 5529.344727
	Iteration 11Q: 3 clusters Score -7042097 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -7043082.500000 Penalty: 5529.344727
	Iteration 12Q: 3 clusters Score -7043082 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 68694 members 
Entering Unmasked Estep 
Score: -7043516.000000 Penalty: 5529.344727
	Iteration 13Q: 3 clusters Score -7043516 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -7043722.500000 Penalty: 5529.344727
	Iteration 14Q: 3 clusters Score -7043722 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -7043822.500000 Penalty: 5529.344727
	Iteration 15Q: 3 clusters Score -7043822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 68999 members 
Entering Unmasked Estep 
Score: -7043872.500000 Penalty: 5529.344727
	Iteration 16Q: 3 clusters Score -7043872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -7043914.000000 Penalty: 5529.344727
	Iteration 17Q: 3 clusters Score -7043914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 69038 members 
Entering Unmasked Estep 
Score: -7043933.000000 Penalty: 5529.344727
	Iteration 18Q: 3 clusters Score -7043933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -7043955.000000 Penalty: 5529.344727
	Iteration 19Q: 3 clusters Score -7043955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -7043969.000000 Penalty: 5529.344727
	Iteration 20F: 3 clusters Score -7043969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -7043980.000000 Penalty: 5529.344727
	Iteration 21Q: 3 clusters Score -7043980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
Score: -7043979.000000 Penalty: 5529.344727
	Iteration 22Q: 3 clusters Score -7043979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -7043983.000000 Penalty: 5529.344727
	Iteration 23Q: 3 clusters Score -7043983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
Score: -7043984.500000 Penalty: 5529.344727
	Iteration 24Q: 3 clusters Score -7043984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -7043991.000000 Penalty: 5529.344727
	Iteration 25Q: 3 clusters Score -7043991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -7043991.000000 Penalty: 5529.344727
	Iteration 26F: 3 clusters Score -7043991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Entering Unmasked Estep 
Score: -764558.375000 Penalty: 2213.973877
	Iteration 0F: 2 clusters Score -764558.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -758459.312500 Penalty: 4427.947754
	Iteration 0F: 3 clusters Score -758459.3 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -760095.687500 Penalty: 4427.947754
	Iteration 1F: 3 clusters Score -760095.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -760330.125000 Penalty: 4427.947754
	Iteration 2F: 3 clusters Score -760330.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -760486.062500 Penalty: 4427.947754
	Iteration 3Q: 3 clusters Score -760486.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -760586.875000 Penalty: 4427.947754
	Iteration 4Q: 3 clusters Score -760586.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -760682.875000 Penalty: 4427.947754
	Iteration 5Q: 3 clusters Score -760682.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -760765.750000 Penalty: 4427.947754
	Iteration 6Q: 3 clusters Score -760765.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -760838.937500 Penalty: 4427.947754
	Iteration 7Q: 3 clusters Score -760838.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -760910.812500 Penalty: 4427.947754
	Iteration 8Q: 3 clusters Score -760910.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -760988.187500 Penalty: 4427.947754
	Iteration 9Q: 3 clusters Score -760988.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -761061.812500 Penalty: 4427.947754
	Iteration 10Q: 3 clusters Score -761061.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -761134.687500 Penalty: 4427.947754
	Iteration 11Q: 3 clusters Score -761134.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -761231.062500 Penalty: 4427.947754
	Iteration 12Q: 3 clusters Score -761231.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -761322.625000 Penalty: 4427.947754
	Iteration 13Q: 3 clusters Score -761322.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -761411.000000 Penalty: 4427.947754
	Iteration 14Q: 3 clusters Score -761411 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -761510.000000 Penalty: 4427.947754
	Iteration 15Q: 3 clusters Score -761510 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -761609.750000 Penalty: 4427.947754
	Iteration 16Q: 3 clusters Score -761609.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -761698.437500 Penalty: 4427.947754
	Iteration 17Q: 3 clusters Score -761698.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -761758.937500 Penalty: 4427.947754
	Iteration 18Q: 3 clusters Score -761758.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -761813.375000 Penalty: 4427.947754
	Iteration 19Q: 3 clusters Score -761813.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -761883.500000 Penalty: 4427.947754
	Iteration 20F: 3 clusters Score -761883.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -761942.875000 Penalty: 4427.947754
	Iteration 21Q: 3 clusters Score -761942.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -762010.187500 Penalty: 4427.947754
	Iteration 22Q: 3 clusters Score -762010.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -762072.437500 Penalty: 4427.947754
	Iteration 23Q: 3 clusters Score -762072.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -762133.500000 Penalty: 4427.947754
	Iteration 24Q: 3 clusters Score -762133.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -762172.375000 Penalty: 4427.947754
	Iteration 25Q: 3 clusters Score -762172.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -762210.812500 Penalty: 4427.947754
	Iteration 26Q: 3 clusters Score -762210.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -762247.937500 Penalty: 4427.947754
	Iteration 27Q: 3 clusters Score -762247.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -762278.000000 Penalty: 4427.947754
	Iteration 28Q: 3 clusters Score -762278 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -762301.062500 Penalty: 4427.947754
	Iteration 29Q: 3 clusters Score -762301.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -762320.250000 Penalty: 4427.947754
	Iteration 30Q: 3 clusters Score -762320.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -762337.500000 Penalty: 4427.947754
	Iteration 31Q: 3 clusters Score -762337.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -762356.375000 Penalty: 4427.947754
	Iteration 32Q: 3 clusters Score -762356.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -762370.937500 Penalty: 4427.947754
	Iteration 33Q: 3 clusters Score -762370.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -762385.437500 Penalty: 4427.947754
	Iteration 34Q: 3 clusters Score -762385.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -762409.437500 Penalty: 4427.947754
	Iteration 35Q: 3 clusters Score -762409.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -762430.500000 Penalty: 4427.947754
	Iteration 36Q: 3 clusters Score -762430.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -762448.187500 Penalty: 4427.947754
	Iteration 37Q: 3 clusters Score -762448.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -762464.312500 Penalty: 4427.947754
	Iteration 38Q: 3 clusters Score -762464.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -762483.750000 Penalty: 4427.947754
	Iteration 39Q: 3 clusters Score -762483.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -762499.250000 Penalty: 4427.947754
	Iteration 40F: 3 clusters Score -762499.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -762512.000000 Penalty: 4427.947754
	Iteration 41Q: 3 clusters Score -762512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -762524.812500 Penalty: 4427.947754
	Iteration 42Q: 3 clusters Score -762524.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -762537.312500 Penalty: 4427.947754
	Iteration 43Q: 3 clusters Score -762537.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -762542.000000 Penalty: 4427.947754
	Iteration 44Q: 3 clusters Score -762542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -762547.375000 Penalty: 4427.947754
	Iteration 45Q: 3 clusters Score -762547.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -762558.375000 Penalty: 4427.947754
	Iteration 46Q: 3 clusters Score -762558.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -762567.625000 Penalty: 4427.947754
	Iteration 47Q: 3 clusters Score -762567.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -762578.250000 Penalty: 4427.947754
	Iteration 48Q: 3 clusters Score -762578.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -762583.625000 Penalty: 4427.947754
	Iteration 49Q: 3 clusters Score -762583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -762586.875000 Penalty: 4427.947754
	Iteration 50Q: 3 clusters Score -762586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -762590.000000 Penalty: 4427.947754
	Iteration 51Q: 3 clusters Score -762590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -762591.562500 Penalty: 4427.947754
	Iteration 52Q: 3 clusters Score -762591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -762594.125000 Penalty: 4427.947754
	Iteration 53Q: 3 clusters Score -762594.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -762600.812500 Penalty: 4427.947754
	Iteration 54Q: 3 clusters Score -762600.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -762604.687500 Penalty: 4427.947754
	Iteration 55Q: 3 clusters Score -762604.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -762609.875000 Penalty: 4427.947754
	Iteration 56Q: 3 clusters Score -762609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -762614.125000 Penalty: 4427.947754
	Iteration 57Q: 3 clusters Score -762614.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -762614.687500 Penalty: 4427.947754
	Iteration 58Q: 3 clusters Score -762614.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -762616.500000 Penalty: 4427.947754
	Iteration 59Q: 3 clusters Score -762616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -762616.500000 Penalty: 4427.947754
	Iteration 60F: 3 clusters Score -762616.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -135657.875000 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -135657.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -133456.328125 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -133456.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -133904.578125 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -133904.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134005.750000 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -134005.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -134061.250000 Penalty: 3617.336914
	Iteration 3Q: 3 clusters Score -134061.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134096.937500 Penalty: 3617.336914
	Iteration 4Q: 3 clusters Score -134096.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -134123.437500 Penalty: 3617.336914
	Iteration 5Q: 3 clusters Score -134123.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -134152.093750 Penalty: 3617.336914
	Iteration 6Q: 3 clusters Score -134152.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -134163.562500 Penalty: 3617.336914
	Iteration 7Q: 3 clusters Score -134163.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134175.578125 Penalty: 3617.336914
	Iteration 8Q: 3 clusters Score -134175.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -134184.546875 Penalty: 3617.336914
	Iteration 9Q: 3 clusters Score -134184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -134187.796875 Penalty: 3617.336914
	Iteration 10Q: 3 clusters Score -134187.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -134191.453125 Penalty: 3617.336914
	Iteration 11Q: 3 clusters Score -134191.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134194.875000 Penalty: 3617.336914
	Iteration 12Q: 3 clusters Score -134194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -134196.937500 Penalty: 3617.336914
	Iteration 13Q: 3 clusters Score -134196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -134200.687500 Penalty: 3617.336914
	Iteration 14Q: 3 clusters Score -134200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -134203.390625 Penalty: 3617.336914
	Iteration 15Q: 3 clusters Score -134203.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -134206.109375 Penalty: 3617.336914
	Iteration 16Q: 3 clusters Score -134206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -134207.578125 Penalty: 3617.336914
	Iteration 17Q: 3 clusters Score -134207.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -134207.578125 Penalty: 3617.336914
	Iteration 18F: 3 clusters Score -134207.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (232758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232758 members 
Entering Unmasked Estep 
Score: -23345854.000000 Penalty: 3064.723145
	Iteration 0F: 2 clusters Score -2.334585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116657 members 
Mstep: Class 2 contains 116101 members 
Entering Unmasked Estep 
Score: -23195296.000000 Penalty: 6129.446289
	Iteration 0F: 3 clusters Score -2.31953e+07 nChanged 112225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121812 members 
Mstep: Class 2 contains 110946 members 
Entering Unmasked Estep 
Score: -23261876.000000 Penalty: 6129.446289
	Iteration 1F: 3 clusters Score -2.326188e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124406 members 
Mstep: Class 2 contains 108352 members 
Entering Unmasked Estep 
Score: -23263566.000000 Penalty: 6129.446289
	Iteration 2Q: 3 clusters Score -2.326357e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128216 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
Score: -23266014.000000 Penalty: 6129.446289
	Iteration 3Q: 3 clusters Score -2.326601e+07 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133893 members 
Mstep: Class 2 contains 98865 members 
Entering Unmasked Estep 
Score: -23270010.000000 Penalty: 6129.446289
	Iteration 4Q: 3 clusters Score -2.327001e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141956 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
Score: -23276280.000000 Penalty: 6129.446289
	Iteration 5Q: 3 clusters Score -2.327628e+07 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -23285780.000000 Penalty: 6129.446289
	Iteration 6F: 3 clusters Score -2.328578e+07 nChanged 15151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166230 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -23297366.000000 Penalty: 6129.446289
	Iteration 7F: 3 clusters Score -2.329737e+07 nChanged 15537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180707 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -23309236.000000 Penalty: 6129.446289
	Iteration 8F: 3 clusters Score -2.330924e+07 nChanged 13815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193990 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -23318908.000000 Penalty: 6129.446289
	Iteration 9F: 3 clusters Score -2.331891e+07 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205000 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -23326544.000000 Penalty: 6129.446289
	Iteration 10Q: 3 clusters Score -2.332654e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213369 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -23331800.000000 Penalty: 6129.446289
	Iteration 11Q: 3 clusters Score -2.33318e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219521 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -23335554.000000 Penalty: 6129.446289
	Iteration 12Q: 3 clusters Score -2.333555e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223695 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -23338000.000000 Penalty: 6129.446289
	Iteration 13Q: 3 clusters Score -2.3338e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226494 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -23339638.000000 Penalty: 6129.446289
	Iteration 14Q: 3 clusters Score -2.333964e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228323 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -23340716.000000 Penalty: 6129.446289
	Iteration 15Q: 3 clusters Score -2.334072e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229481 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -23341492.000000 Penalty: 6129.446289
	Iteration 16Q: 3 clusters Score -2.334149e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230206 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -23341960.000000 Penalty: 6129.446289
	Iteration 17Q: 3 clusters Score -2.334196e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230694 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -23342310.000000 Penalty: 6129.446289
	Iteration 18Q: 3 clusters Score -2.334231e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231019 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -23342574.000000 Penalty: 6129.446289
	Iteration 19Q: 3 clusters Score -2.334257e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231221 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -23342724.000000 Penalty: 6129.446289
	Iteration 20F: 3 clusters Score -2.334272e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231373 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -23342840.000000 Penalty: 6129.446289
	Iteration 21Q: 3 clusters Score -2.334284e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231488 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -23342894.000000 Penalty: 6129.446289
	Iteration 22Q: 3 clusters Score -2.334289e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231571 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -23342954.000000 Penalty: 6129.446289
	Iteration 23Q: 3 clusters Score -2.334295e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231657 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -23342978.000000 Penalty: 6129.446289
	Iteration 24Q: 3 clusters Score -2.334298e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231710 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -23343040.000000 Penalty: 6129.446289
	Iteration 25Q: 3 clusters Score -2.334304e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231761 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -23343054.000000 Penalty: 6129.446289
	Iteration 26Q: 3 clusters Score -2.334305e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231793 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -23343064.000000 Penalty: 6129.446289
	Iteration 27Q: 3 clusters Score -2.334306e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231819 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -23343080.000000 Penalty: 6129.446289
	Iteration 28Q: 3 clusters Score -2.334308e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231839 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -23343082.000000 Penalty: 6129.446289
	Iteration 29Q: 3 clusters Score -2.334308e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231867 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -23343122.000000 Penalty: 6129.446289
	Iteration 30Q: 3 clusters Score -2.334312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231890 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -23343134.000000 Penalty: 6129.446289
	Iteration 31Q: 3 clusters Score -2.334313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231904 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -23343152.000000 Penalty: 6129.446289
	Iteration 32Q: 3 clusters Score -2.334315e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231922 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -23343200.000000 Penalty: 6129.446289
	Iteration 33Q: 3 clusters Score -2.33432e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231938 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -23343214.000000 Penalty: 6129.446289
	Iteration 34Q: 3 clusters Score -2.334321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231950 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -23343194.000000 Penalty: 6129.446289
	Iteration 35Q: 3 clusters Score -2.334319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231957 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -23343210.000000 Penalty: 6129.446289
	Iteration 36Q: 3 clusters Score -2.334321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231962 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -23343220.000000 Penalty: 6129.446289
	Iteration 37Q: 3 clusters Score -2.334322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231968 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -23343224.000000 Penalty: 6129.446289
	Iteration 38Q: 3 clusters Score -2.334322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231970 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -23343236.000000 Penalty: 6129.446289
	Iteration 39Q: 3 clusters Score -2.334324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231974 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -23343240.000000 Penalty: 6129.446289
	Iteration 40F: 3 clusters Score -2.334324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231977 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -23343234.000000 Penalty: 6129.446289
	Iteration 41Q: 3 clusters Score -2.334323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231978 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -23343234.000000 Penalty: 6129.446289
	Iteration 42Q: 3 clusters Score -2.334323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231983 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -23343260.000000 Penalty: 6129.446289
	Iteration 43Q: 3 clusters Score -2.334326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231991 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -23343262.000000 Penalty: 6129.446289
	Iteration 44Q: 3 clusters Score -2.334326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231994 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -23343274.000000 Penalty: 6129.446289
	Iteration 45Q: 3 clusters Score -2.334327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231997 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -23343276.000000 Penalty: 6129.446289
	Iteration 46Q: 3 clusters Score -2.334328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231997 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -23343276.000000 Penalty: 6129.446289
	Iteration 47F: 3 clusters Score -2.334328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Entering Unmasked Estep 
Score: -3588413.750000 Penalty: 2623.170166
	Iteration 0F: 2 clusters Score -3588414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -3561697.000000 Penalty: 5246.340332
	Iteration 0F: 3 clusters Score -3561697 nChanged 17948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3572021.750000 Penalty: 5246.340332
	Iteration 1F: 3 clusters Score -3572022 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -3572640.500000 Penalty: 5246.340332
	Iteration 2Q: 3 clusters Score -3572640 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3573292.750000 Penalty: 5246.340332
	Iteration 3Q: 3 clusters Score -3573293 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3573966.750000 Penalty: 5246.340332
	Iteration 4Q: 3 clusters Score -3573967 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3574685.500000 Penalty: 5246.340332
	Iteration 5Q: 3 clusters Score -3574686 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -3575411.000000 Penalty: 5246.340332
	Iteration 6Q: 3 clusters Score -3575411 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3576173.750000 Penalty: 5246.340332
	Iteration 7Q: 3 clusters Score -3576174 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3576996.250000 Penalty: 5246.340332
	Iteration 8Q: 3 clusters Score -3576996 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3577908.000000 Penalty: 5246.340332
	Iteration 9Q: 3 clusters Score -3577908 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3578849.500000 Penalty: 5246.340332
	Iteration 10Q: 3 clusters Score -3578850 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3579828.250000 Penalty: 5246.340332
	Iteration 11Q: 3 clusters Score -3579828 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3580785.250000 Penalty: 5246.340332
	Iteration 12Q: 3 clusters Score -3580785 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3581501.250000 Penalty: 5246.340332
	Iteration 13Q: 3 clusters Score -3581501 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -3581975.000000 Penalty: 5246.340332
	Iteration 14Q: 3 clusters Score -3581975 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3582239.500000 Penalty: 5246.340332
	Iteration 15Q: 3 clusters Score -3582240 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3582432.000000 Penalty: 5246.340332
	Iteration 16Q: 3 clusters Score -3582432 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -3582565.250000 Penalty: 5246.340332
	Iteration 17Q: 3 clusters Score -3582565 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3582688.750000 Penalty: 5246.340332
	Iteration 18Q: 3 clusters Score -3582689 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3582825.250000 Penalty: 5246.340332
	Iteration 19Q: 3 clusters Score -3582825 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3582960.250000 Penalty: 5246.340332
	Iteration 20F: 3 clusters Score -3582960 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3583096.500000 Penalty: 5246.340332
	Iteration 21Q: 3 clusters Score -3583096 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3583220.000000 Penalty: 5246.340332
	Iteration 22Q: 3 clusters Score -3583220 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -3583337.000000 Penalty: 5246.340332
	Iteration 23Q: 3 clusters Score -3583337 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3583483.000000 Penalty: 5246.340332
	Iteration 24Q: 3 clusters Score -3583483 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3583624.750000 Penalty: 5246.340332
	Iteration 25Q: 3 clusters Score -3583625 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3583797.000000 Penalty: 5246.340332
	Iteration 26Q: 3 clusters Score -3583797 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3583975.750000 Penalty: 5246.340332
	Iteration 27Q: 3 clusters Score -3583976 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3584201.250000 Penalty: 5246.340332
	Iteration 28Q: 3 clusters Score -3584201 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3584440.000000 Penalty: 5246.340332
	Iteration 29Q: 3 clusters Score -3584440 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3584682.500000 Penalty: 5246.340332
	Iteration 30Q: 3 clusters Score -3584682 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3584873.000000 Penalty: 5246.340332
	Iteration 31Q: 3 clusters Score -3584873 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3585075.250000 Penalty: 5246.340332
	Iteration 32Q: 3 clusters Score -3585075 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3585272.750000 Penalty: 5246.340332
	Iteration 33Q: 3 clusters Score -3585273 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3585452.000000 Penalty: 5246.340332
	Iteration 34Q: 3 clusters Score -3585452 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3585586.750000 Penalty: 5246.340332
	Iteration 35Q: 3 clusters Score -3585587 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3585693.750000 Penalty: 5246.340332
	Iteration 36Q: 3 clusters Score -3585694 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3585778.500000 Penalty: 5246.340332
	Iteration 37Q: 3 clusters Score -3585778 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3585878.250000 Penalty: 5246.340332
	Iteration 38Q: 3 clusters Score -3585878 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3585982.500000 Penalty: 5246.340332
	Iteration 39Q: 3 clusters Score -3585982 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3586068.750000 Penalty: 5246.340332
	Iteration 40F: 3 clusters Score -3586069 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3586168.000000 Penalty: 5246.340332
	Iteration 41Q: 3 clusters Score -3586168 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3586251.750000 Penalty: 5246.340332
	Iteration 42Q: 3 clusters Score -3586252 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3586314.000000 Penalty: 5246.340332
	Iteration 43Q: 3 clusters Score -3586314 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3586399.500000 Penalty: 5246.340332
	Iteration 44Q: 3 clusters Score -3586400 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3586439.750000 Penalty: 5246.340332
	Iteration 45Q: 3 clusters Score -3586440 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3586495.500000 Penalty: 5246.340332
	Iteration 46Q: 3 clusters Score -3586496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3586528.500000 Penalty: 5246.340332
	Iteration 47Q: 3 clusters Score -3586528 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3586565.500000 Penalty: 5246.340332
	Iteration 48Q: 3 clusters Score -3586566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3586607.250000 Penalty: 5246.340332
	Iteration 49Q: 3 clusters Score -3586607 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3586639.750000 Penalty: 5246.340332
	Iteration 50Q: 3 clusters Score -3586640 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3586675.250000 Penalty: 5246.340332
	Iteration 51Q: 3 clusters Score -3586675 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3586706.000000 Penalty: 5246.340332
	Iteration 52Q: 3 clusters Score -3586706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3586718.000000 Penalty: 5246.340332
	Iteration 53Q: 3 clusters Score -3586718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3586736.000000 Penalty: 5246.340332
	Iteration 54Q: 3 clusters Score -3586736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3586751.250000 Penalty: 5246.340332
	Iteration 55Q: 3 clusters Score -3586751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3586768.000000 Penalty: 5246.340332
	Iteration 56Q: 3 clusters Score -3586768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3586779.500000 Penalty: 5246.340332
	Iteration 57Q: 3 clusters Score -3586780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3586784.500000 Penalty: 5246.340332
	Iteration 58Q: 3 clusters Score -3586784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3586802.250000 Penalty: 5246.340332
	Iteration 59Q: 3 clusters Score -3586802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3586819.000000 Penalty: 5246.340332
	Iteration 60F: 3 clusters Score -3586819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3586830.500000 Penalty: 5246.340332
	Iteration 61Q: 3 clusters Score -3586830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3586842.500000 Penalty: 5246.340332
	Iteration 62Q: 3 clusters Score -3586842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3586853.750000 Penalty: 5246.340332
	Iteration 63Q: 3 clusters Score -3586854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3586850.250000 Penalty: 5246.340332
	Iteration 64Q: 3 clusters Score -3586850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3586859.750000 Penalty: 5246.340332
	Iteration 65Q: 3 clusters Score -3586860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3586863.750000 Penalty: 5246.340332
	Iteration 66Q: 3 clusters Score -3586864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3586870.750000 Penalty: 5246.340332
	Iteration 67Q: 3 clusters Score -3586871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3586876.250000 Penalty: 5246.340332
	Iteration 68Q: 3 clusters Score -3586876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3586874.500000 Penalty: 5246.340332
	Iteration 69Q: 3 clusters Score -3586874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3586881.500000 Penalty: 5246.340332
	Iteration 70Q: 3 clusters Score -3586882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3586878.250000 Penalty: 5246.340332
	Iteration 71Q: 3 clusters Score -3586878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3586892.000000 Penalty: 5246.340332
	Iteration 72Q: 3 clusters Score -3586892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3586891.250000 Penalty: 5246.340332
	Iteration 73Q: 3 clusters Score -3586891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3586892.500000 Penalty: 5246.340332
	Iteration 74Q: 3 clusters Score -3586892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3586899.250000 Penalty: 5246.340332
	Iteration 75Q: 3 clusters Score -3586899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3586894.000000 Penalty: 5246.340332
	Iteration 76Q: 3 clusters Score -3586894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3586897.250000 Penalty: 5246.340332
	Iteration 77Q: 3 clusters Score -3586897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3586899.000000 Penalty: 5246.340332
	Iteration 78Q: 3 clusters Score -3586899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3586898.000000 Penalty: 5246.340332
	Iteration 79Q: 3 clusters Score -3586898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3586898.000000 Penalty: 5246.340332
	Iteration 80F: 3 clusters Score -3586898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Entering Unmasked Estep 
Score: -720236.812500 Penalty: 2239.859863
	Iteration 0F: 2 clusters Score -720236.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -713699.375000 Penalty: 4479.719727
	Iteration 0F: 3 clusters Score -713699.4 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -716145.312500 Penalty: 4479.719727
	Iteration 1F: 3 clusters Score -716145.3 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -717002.000000 Penalty: 4479.719727
	Iteration 2F: 3 clusters Score -717002 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -717658.812500 Penalty: 4479.719727
	Iteration 3F: 3 clusters Score -717658.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -718179.500000 Penalty: 4479.719727
	Iteration 4F: 3 clusters Score -718179.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -718545.000000 Penalty: 4479.719727
	Iteration 5F: 3 clusters Score -718545 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -718788.125000 Penalty: 4479.719727
	Iteration 6Q: 3 clusters Score -718788.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -718961.875000 Penalty: 4479.719727
	Iteration 7Q: 3 clusters Score -718961.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -719136.500000 Penalty: 4479.719727
	Iteration 8Q: 3 clusters Score -719136.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -719311.437500 Penalty: 4479.719727
	Iteration 9Q: 3 clusters Score -719311.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -719489.937500 Penalty: 4479.719727
	Iteration 10Q: 3 clusters Score -719489.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -719666.250000 Penalty: 4479.719727
	Iteration 11Q: 3 clusters Score -719666.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -719805.937500 Penalty: 4479.719727
	Iteration 12Q: 3 clusters Score -719805.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -719913.500000 Penalty: 4479.719727
	Iteration 13Q: 3 clusters Score -719913.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -719981.562500 Penalty: 4479.719727
	Iteration 14Q: 3 clusters Score -719981.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -720034.000000 Penalty: 4479.719727
	Iteration 15Q: 3 clusters Score -720034 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -720074.125000 Penalty: 4479.719727
	Iteration 16Q: 3 clusters Score -720074.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -720113.562500 Penalty: 4479.719727
	Iteration 17Q: 3 clusters Score -720113.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -720148.750000 Penalty: 4479.719727
	Iteration 18Q: 3 clusters Score -720148.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -720177.125000 Penalty: 4479.719727
	Iteration 19Q: 3 clusters Score -720177.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -720200.687500 Penalty: 4479.719727
	Iteration 20F: 3 clusters Score -720200.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -720218.937500 Penalty: 4479.719727
	Iteration 21Q: 3 clusters Score -720218.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -720233.562500 Penalty: 4479.719727
	Iteration 22Q: 3 clusters Score -720233.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -720243.937500 Penalty: 4479.719727
	Iteration 23Q: 3 clusters Score -720243.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -720249.312500 Penalty: 4479.719727
	Iteration 24Q: 3 clusters Score -720249.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -720256.500000 Penalty: 4479.719727
	Iteration 25Q: 3 clusters Score -720256.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -720261.875000 Penalty: 4479.719727
	Iteration 26Q: 3 clusters Score -720261.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -720263.687500 Penalty: 4479.719727
	Iteration 27Q: 3 clusters Score -720263.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -720265.562500 Penalty: 4479.719727
	Iteration 28Q: 3 clusters Score -720265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -720266.125000 Penalty: 4479.719727
	Iteration 29Q: 3 clusters Score -720266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -720265.125000 Penalty: 4479.719727
	Iteration 30Q: 3 clusters Score -720265.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -720271.500000 Penalty: 4479.719727
	Iteration 31Q: 3 clusters Score -720271.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -720272.625000 Penalty: 4479.719727
	Iteration 32Q: 3 clusters Score -720272.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -720272.625000 Penalty: 4479.719727
	Iteration 33Q: 3 clusters Score -720272.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -720272.625000 Penalty: 4479.719727
	Iteration 34F: 3 clusters Score -720272.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 163432 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 23936 members 
Mstep: Class 10 contains 47396 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 64821 members 
Mstep: Class 14 contains 16550 members 
Mstep: Class 15 contains 15181 members 
Mstep: Class 16 contains 69416 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 232758 members 
Mstep: Class 20 contains 39234 members 
Mstep: Class 21 contains 7212 members 
Mstep: Class 22 contains 190318 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 237020 members 
Mstep: Class 25 contains 14653 members 
Mstep: Class 26 contains 23779 members 
Mstep: Class 27 contains 19667 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 218556 members 
Mstep: Class 34 contains 42663 members 
Mstep: Class 35 contains 2020 members 
Mstep: Class 36 contains 1152 members 
Entering Unmasked Estep 
Score: -157154992.000000 Penalty: 127643.281250
Splitting cluster 21 changes total score from -157156304.000000 to -157154992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (190318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190318 members 
Entering Unmasked Estep 
Score: -19126824.000000 Penalty: 3014.799805
	Iteration 0F: 2 clusters Score -1.912682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95603 members 
Mstep: Class 2 contains 94715 members 
Entering Unmasked Estep 
Score: -19000128.000000 Penalty: 6029.599609
	Iteration 0F: 3 clusters Score -1.900013e+07 nChanged 91467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 86744 members 
Entering Unmasked Estep 
Score: -19053694.000000 Penalty: 6029.599609
	Iteration 1F: 3 clusters Score -1.905369e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108573 members 
Mstep: Class 2 contains 81745 members 
Entering Unmasked Estep 
Score: -19055948.000000 Penalty: 6029.599609
	Iteration 2Q: 3 clusters Score -1.905595e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116173 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
Score: -19059596.000000 Penalty: 6029.599609
	Iteration 3Q: 3 clusters Score -1.90596e+07 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127423 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -19066332.000000 Penalty: 6029.599609
	Iteration 4F: 3 clusters Score -1.906633e+07 nChanged 15497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142750 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -19078170.000000 Penalty: 6029.599609
	Iteration 5F: 3 clusters Score -1.907817e+07 nChanged 17572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160284 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -19094694.000000 Penalty: 6029.599609
	Iteration 6F: 3 clusters Score -1.909469e+07 nChanged 15230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175508 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -19110046.000000 Penalty: 6029.599609
	Iteration 7F: 3 clusters Score -1.911005e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184580 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -19119116.000000 Penalty: 6029.599609
	Iteration 8Q: 3 clusters Score -1.911912e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188205 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -19122494.000000 Penalty: 6029.599609
	Iteration 9Q: 3 clusters Score -1.912249e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189287 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -19123548.000000 Penalty: 6029.599609
	Iteration 10Q: 3 clusters Score -1.912355e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189596 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -19123952.000000 Penalty: 6029.599609
	Iteration 11Q: 3 clusters Score -1.912395e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189692 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -19124138.000000 Penalty: 6029.599609
	Iteration 12Q: 3 clusters Score -1.912414e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189727 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -19124268.000000 Penalty: 6029.599609
	Iteration 13Q: 3 clusters Score -1.912427e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189736 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -19124334.000000 Penalty: 6029.599609
	Iteration 14Q: 3 clusters Score -1.912433e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189729 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -19124406.000000 Penalty: 6029.599609
	Iteration 15Q: 3 clusters Score -1.912441e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189734 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -19124460.000000 Penalty: 6029.599609
	Iteration 16Q: 3 clusters Score -1.912446e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189725 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -19124532.000000 Penalty: 6029.599609
	Iteration 17Q: 3 clusters Score -1.912453e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189707 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -19124582.000000 Penalty: 6029.599609
	Iteration 18Q: 3 clusters Score -1.912458e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189693 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -19124612.000000 Penalty: 6029.599609
	Iteration 19Q: 3 clusters Score -1.912461e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189683 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -19124660.000000 Penalty: 6029.599609
	Iteration 20F: 3 clusters Score -1.912466e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189666 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -19124726.000000 Penalty: 6029.599609
	Iteration 21Q: 3 clusters Score -1.912473e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189653 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -19124750.000000 Penalty: 6029.599609
	Iteration 22Q: 3 clusters Score -1.912475e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189643 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -19124770.000000 Penalty: 6029.599609
	Iteration 23Q: 3 clusters Score -1.912477e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189618 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -19124804.000000 Penalty: 6029.599609
	Iteration 24Q: 3 clusters Score -1.91248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189593 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -19124830.000000 Penalty: 6029.599609
	Iteration 25Q: 3 clusters Score -1.912483e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189577 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -19124834.000000 Penalty: 6029.599609
	Iteration 26Q: 3 clusters Score -1.912483e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189558 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -19124868.000000 Penalty: 6029.599609
	Iteration 27Q: 3 clusters Score -1.912487e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189539 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -19124870.000000 Penalty: 6029.599609
	Iteration 28Q: 3 clusters Score -1.912487e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189519 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -19124870.000000 Penalty: 6029.599609
	Iteration 29Q: 3 clusters Score -1.912487e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189502 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -19124882.000000 Penalty: 6029.599609
	Iteration 30Q: 3 clusters Score -1.912488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189487 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -19124886.000000 Penalty: 6029.599609
	Iteration 31Q: 3 clusters Score -1.912489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189475 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -19124892.000000 Penalty: 6029.599609
	Iteration 32Q: 3 clusters Score -1.912489e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189456 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -19124910.000000 Penalty: 6029.599609
	Iteration 33Q: 3 clusters Score -1.912491e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189425 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -19124926.000000 Penalty: 6029.599609
	Iteration 34Q: 3 clusters Score -1.912493e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189405 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -19124934.000000 Penalty: 6029.599609
	Iteration 35Q: 3 clusters Score -1.912493e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189390 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -19124966.000000 Penalty: 6029.599609
	Iteration 36Q: 3 clusters Score -1.912497e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189370 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -19124980.000000 Penalty: 6029.599609
	Iteration 37Q: 3 clusters Score -1.912498e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189348 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -19124994.000000 Penalty: 6029.599609
	Iteration 38Q: 3 clusters Score -1.912499e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189323 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -19125014.000000 Penalty: 6029.599609
	Iteration 39Q: 3 clusters Score -1.912501e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189304 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -19125040.000000 Penalty: 6029.599609
	Iteration 40F: 3 clusters Score -1.912504e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189271 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -19125080.000000 Penalty: 6029.599609
	Iteration 41Q: 3 clusters Score -1.912508e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189238 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -19125072.000000 Penalty: 6029.599609
	Iteration 42Q: 3 clusters Score -1.912507e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189209 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -19125102.000000 Penalty: 6029.599609
	Iteration 43Q: 3 clusters Score -1.91251e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189184 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -19125126.000000 Penalty: 6029.599609
	Iteration 44Q: 3 clusters Score -1.912513e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189166 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -19125102.000000 Penalty: 6029.599609
	Iteration 45Q: 3 clusters Score -1.91251e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189137 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -19125126.000000 Penalty: 6029.599609
	Iteration 46Q: 3 clusters Score -1.912513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189113 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -19125146.000000 Penalty: 6029.599609
	Iteration 47Q: 3 clusters Score -1.912515e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189090 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -19125152.000000 Penalty: 6029.599609
	Iteration 48Q: 3 clusters Score -1.912515e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189069 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19125164.000000 Penalty: 6029.599609
	Iteration 49Q: 3 clusters Score -1.912516e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189045 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -19125194.000000 Penalty: 6029.599609
	Iteration 50Q: 3 clusters Score -1.912519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189028 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -19125184.000000 Penalty: 6029.599609
	Iteration 51Q: 3 clusters Score -1.912518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189016 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -19125196.000000 Penalty: 6029.599609
	Iteration 52Q: 3 clusters Score -1.91252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189007 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -19125178.000000 Penalty: 6029.599609
	Iteration 53Q: 3 clusters Score -1.912518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188994 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -19125182.000000 Penalty: 6029.599609
	Iteration 54Q: 3 clusters Score -1.912518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188982 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -19125222.000000 Penalty: 6029.599609
	Iteration 55Q: 3 clusters Score -1.912522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188975 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -19125218.000000 Penalty: 6029.599609
	Iteration 56Q: 3 clusters Score -1.912522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188969 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -19125212.000000 Penalty: 6029.599609
	Iteration 57Q: 3 clusters Score -1.912521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188959 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -19125202.000000 Penalty: 6029.599609
	Iteration 58Q: 3 clusters Score -1.91252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188946 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -19125198.000000 Penalty: 6029.599609
	Iteration 59Q: 3 clusters Score -1.91252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188931 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -19125214.000000 Penalty: 6029.599609
	Iteration 60F: 3 clusters Score -1.912521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188929 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -19125212.000000 Penalty: 6029.599609
	Iteration 61Q: 3 clusters Score -1.912521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188924 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -19125208.000000 Penalty: 6029.599609
	Iteration 62Q: 3 clusters Score -1.912521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188919 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -19125208.000000 Penalty: 6029.599609
	Iteration 63Q: 3 clusters Score -1.912521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188913 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -19125192.000000 Penalty: 6029.599609
	Iteration 64Q: 3 clusters Score -1.912519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188905 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -19125200.000000 Penalty: 6029.599609
	Iteration 65Q: 3 clusters Score -1.91252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188894 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -19125214.000000 Penalty: 6029.599609
	Iteration 66Q: 3 clusters Score -1.912521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188880 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -19125226.000000 Penalty: 6029.599609
	Iteration 67Q: 3 clusters Score -1.912523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188871 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -19125232.000000 Penalty: 6029.599609
	Iteration 68Q: 3 clusters Score -1.912523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188862 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -19125236.000000 Penalty: 6029.599609
	Iteration 69Q: 3 clusters Score -1.912524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188853 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -19125248.000000 Penalty: 6029.599609
	Iteration 70Q: 3 clusters Score -1.912525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188845 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -19125238.000000 Penalty: 6029.599609
	Iteration 71Q: 3 clusters Score -1.912524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188838 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -19125242.000000 Penalty: 6029.599609
	Iteration 72Q: 3 clusters Score -1.912524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188833 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -19125242.000000 Penalty: 6029.599609
	Iteration 73Q: 3 clusters Score -1.912524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188830 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -19125228.000000 Penalty: 6029.599609
	Iteration 74Q: 3 clusters Score -1.912523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188825 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -19125244.000000 Penalty: 6029.599609
	Iteration 75Q: 3 clusters Score -1.912524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188822 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -19125234.000000 Penalty: 6029.599609
	Iteration 76Q: 3 clusters Score -1.912523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188823 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -19125230.000000 Penalty: 6029.599609
	Iteration 77Q: 3 clusters Score -1.912523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188823 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -19125230.000000 Penalty: 6029.599609
	Iteration 78F: 3 clusters Score -1.912523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Entering Unmasked Estep 
Score: -1504385.500000 Penalty: 2393.746094
	Iteration 0F: 2 clusters Score -1504386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1493194.500000 Penalty: 4787.492188
	Iteration 0F: 3 clusters Score -1493194 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1496876.125000 Penalty: 4787.492188
	Iteration 1F: 3 clusters Score -1496876 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1497461.000000 Penalty: 4787.492188
	Iteration 2F: 3 clusters Score -1497461 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1498038.375000 Penalty: 4787.492188
	Iteration 3F: 3 clusters Score -1498038 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1498675.875000 Penalty: 4787.492188
	Iteration 4F: 3 clusters Score -1498676 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1499255.500000 Penalty: 4787.492188
	Iteration 5F: 3 clusters Score -1499256 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1499780.125000 Penalty: 4787.492188
	Iteration 6F: 3 clusters Score -1499780 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1500225.250000 Penalty: 4787.492188
	Iteration 7Q: 3 clusters Score -1500225 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1500694.000000 Penalty: 4787.492188
	Iteration 8Q: 3 clusters Score -1500694 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1501148.500000 Penalty: 4787.492188
	Iteration 9Q: 3 clusters Score -1501148 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1501513.875000 Penalty: 4787.492188
	Iteration 10Q: 3 clusters Score -1501514 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1501849.625000 Penalty: 4787.492188
	Iteration 11Q: 3 clusters Score -1501850 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1502128.625000 Penalty: 4787.492188
	Iteration 12Q: 3 clusters Score -1502129 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1502336.375000 Penalty: 4787.492188
	Iteration 13Q: 3 clusters Score -1502336 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1502554.875000 Penalty: 4787.492188
	Iteration 14Q: 3 clusters Score -1502555 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1502742.500000 Penalty: 4787.492188
	Iteration 15Q: 3 clusters Score -1502742 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1502929.000000 Penalty: 4787.492188
	Iteration 16Q: 3 clusters Score -1502929 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1503104.750000 Penalty: 4787.492188
	Iteration 17Q: 3 clusters Score -1503105 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1503236.125000 Penalty: 4787.492188
	Iteration 18Q: 3 clusters Score -1503236 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1503327.375000 Penalty: 4787.492188
	Iteration 19Q: 3 clusters Score -1503327 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1503384.250000 Penalty: 4787.492188
	Iteration 20F: 3 clusters Score -1503384 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1503431.500000 Penalty: 4787.492188
	Iteration 21Q: 3 clusters Score -1503432 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1503461.250000 Penalty: 4787.492188
	Iteration 22Q: 3 clusters Score -1503461 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1503484.750000 Penalty: 4787.492188
	Iteration 23Q: 3 clusters Score -1503485 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1503514.125000 Penalty: 4787.492188
	Iteration 24Q: 3 clusters Score -1503514 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1503526.875000 Penalty: 4787.492188
	Iteration 25Q: 3 clusters Score -1503527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1503534.000000 Penalty: 4787.492188
	Iteration 26Q: 3 clusters Score -1503534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1503541.500000 Penalty: 4787.492188
	Iteration 27Q: 3 clusters Score -1503542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1503544.375000 Penalty: 4787.492188
	Iteration 28Q: 3 clusters Score -1503544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1503550.750000 Penalty: 4787.492188
	Iteration 29Q: 3 clusters Score -1503551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1503556.500000 Penalty: 4787.492188
	Iteration 30Q: 3 clusters Score -1503556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1503556.500000 Penalty: 4787.492188
	Iteration 31Q: 3 clusters Score -1503556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1503552.250000 Penalty: 4787.492188
	Iteration 32Q: 3 clusters Score -1503552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1503550.375000 Penalty: 4787.492188
	Iteration 33Q: 3 clusters Score -1503550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1503552.000000 Penalty: 4787.492188
	Iteration 34Q: 3 clusters Score -1503552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1503552.000000 Penalty: 4787.492188
	Iteration 35F: 3 clusters Score -1503552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (237020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237020 members 
Entering Unmasked Estep 
Score: -23835052.000000 Penalty: 3069.223145
	Iteration 0F: 2 clusters Score -2.383505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118387 members 
Mstep: Class 2 contains 118633 members 
Entering Unmasked Estep 
Score: -23679484.000000 Penalty: 6138.446289
	Iteration 0F: 3 clusters Score -2.367948e+07 nChanged 114723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115666 members 
Mstep: Class 2 contains 121354 members 
Entering Unmasked Estep 
Score: -23746058.000000 Penalty: 6138.446289
	Iteration 1F: 3 clusters Score -2.374606e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114120 members 
Mstep: Class 2 contains 122900 members 
Entering Unmasked Estep 
Score: -23747092.000000 Penalty: 6138.446289
	Iteration 2Q: 3 clusters Score -2.374709e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111605 members 
Mstep: Class 2 contains 125415 members 
Entering Unmasked Estep 
Score: -23748348.000000 Penalty: 6138.446289
	Iteration 3Q: 3 clusters Score -2.374835e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107587 members 
Mstep: Class 2 contains 129433 members 
Entering Unmasked Estep 
Score: -23749914.000000 Penalty: 6138.446289
	Iteration 4Q: 3 clusters Score -2.374991e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101400 members 
Mstep: Class 2 contains 135620 members 
Entering Unmasked Estep 
Score: -23752466.000000 Penalty: 6138.446289
	Iteration 5Q: 3 clusters Score -2.375247e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92043 members 
Mstep: Class 2 contains 144977 members 
Entering Unmasked Estep 
Score: -23756766.000000 Penalty: 6138.446289
	Iteration 6Q: 3 clusters Score -2.375677e+07 nChanged 14138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78523 members 
Mstep: Class 2 contains 158497 members 
Entering Unmasked Estep 
Score: -23764996.000000 Penalty: 6138.446289
	Iteration 7F: 3 clusters Score -2.3765e+07 nChanged 18311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 176592 members 
Entering Unmasked Estep 
Score: -23778328.000000 Penalty: 6138.446289
	Iteration 8F: 3 clusters Score -2.377833e+07 nChanged 20893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 197439 members 
Entering Unmasked Estep 
Score: -23796470.000000 Penalty: 6138.446289
	Iteration 9F: 3 clusters Score -2.379647e+07 nChanged 18547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 215976 members 
Entering Unmasked Estep 
Score: -23813638.000000 Penalty: 6138.446289
	Iteration 10F: 3 clusters Score -2.381364e+07 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 227888 members 
Entering Unmasked Estep 
Score: -23824502.000000 Penalty: 6138.446289
	Iteration 11F: 3 clusters Score -2.38245e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 233405 members 
Entering Unmasked Estep 
Score: -23829352.000000 Penalty: 6138.446289
	Iteration 12Q: 3 clusters Score -2.382935e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 235529 members 
Entering Unmasked Estep 
Score: -23831284.000000 Penalty: 6138.446289
	Iteration 13Q: 3 clusters Score -2.383128e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 236203 members 
Entering Unmasked Estep 
Score: -23831920.000000 Penalty: 6138.446289
	Iteration 14Q: 3 clusters Score -2.383192e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 236387 members 
Entering Unmasked Estep 
Score: -23832102.000000 Penalty: 6138.446289
	Iteration 15Q: 3 clusters Score -2.38321e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 236454 members 
Entering Unmasked Estep 
Score: -23832230.000000 Penalty: 6138.446289
	Iteration 16Q: 3 clusters Score -2.383223e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 236494 members 
Entering Unmasked Estep 
Score: -23832306.000000 Penalty: 6138.446289
	Iteration 17Q: 3 clusters Score -2.383231e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 236510 members 
Entering Unmasked Estep 
Score: -23832330.000000 Penalty: 6138.446289
	Iteration 18Q: 3 clusters Score -2.383233e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 236529 members 
Entering Unmasked Estep 
Score: -23832378.000000 Penalty: 6138.446289
	Iteration 19Q: 3 clusters Score -2.383238e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 236538 members 
Entering Unmasked Estep 
Score: -23832386.000000 Penalty: 6138.446289
	Iteration 20F: 3 clusters Score -2.383239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 236546 members 
Entering Unmasked Estep 
Score: -23832384.000000 Penalty: 6138.446289
	Iteration 21Q: 3 clusters Score -2.383238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 236552 members 
Entering Unmasked Estep 
Score: -23832382.000000 Penalty: 6138.446289
	Iteration 22Q: 3 clusters Score -2.383238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 236555 members 
Entering Unmasked Estep 
Score: -23832382.000000 Penalty: 6138.446289
	Iteration 23Q: 3 clusters Score -2.383238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 236558 members 
Entering Unmasked Estep 
Score: -23832398.000000 Penalty: 6138.446289
	Iteration 24Q: 3 clusters Score -2.38324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 236561 members 
Entering Unmasked Estep 
Score: -23832416.000000 Penalty: 6138.446289
	Iteration 25Q: 3 clusters Score -2.383242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 236563 members 
Entering Unmasked Estep 
Score: -23832402.000000 Penalty: 6138.446289
	Iteration 26Q: 3 clusters Score -2.38324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 236566 members 
Entering Unmasked Estep 
Score: -23832388.000000 Penalty: 6138.446289
	Iteration 27Q: 3 clusters Score -2.383239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 236566 members 
Entering Unmasked Estep 
Score: -23832386.000000 Penalty: 6138.446289
	Iteration 28Q: 3 clusters Score -2.383239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 236566 members 
Entering Unmasked Estep 
Score: -23832388.000000 Penalty: 6138.446289
	Iteration 29Q: 3 clusters Score -2.383239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 236568 members 
Entering Unmasked Estep 
Score: -23832380.000000 Penalty: 6138.446289
	Iteration 30Q: 3 clusters Score -2.383238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 236569 members 
Entering Unmasked Estep 
Score: -23832384.000000 Penalty: 6138.446289
	Iteration 31Q: 3 clusters Score -2.383238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 236568 members 
Entering Unmasked Estep 
Score: -23832372.000000 Penalty: 6138.446289
	Iteration 32Q: 3 clusters Score -2.383237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 236568 members 
Entering Unmasked Estep 
Score: -23832372.000000 Penalty: 6138.446289
	Iteration 33F: 3 clusters Score -2.383237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Entering Unmasked Estep 
Score: -1436841.875000 Penalty: 2378.915283
	Iteration 0F: 2 clusters Score -1436842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1426165.875000 Penalty: 4757.830566
	Iteration 0F: 3 clusters Score -1426166 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1429659.000000 Penalty: 4757.830566
	Iteration 1F: 3 clusters Score -1429659 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1430045.875000 Penalty: 4757.830566
	Iteration 2F: 3 clusters Score -1430046 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1430354.625000 Penalty: 4757.830566
	Iteration 3F: 3 clusters Score -1430355 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1430626.625000 Penalty: 4757.830566
	Iteration 4Q: 3 clusters Score -1430627 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1430877.000000 Penalty: 4757.830566
	Iteration 5Q: 3 clusters Score -1430877 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1431161.375000 Penalty: 4757.830566
	Iteration 6Q: 3 clusters Score -1431161 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1431495.750000 Penalty: 4757.830566
	Iteration 7Q: 3 clusters Score -1431496 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1431849.750000 Penalty: 4757.830566
	Iteration 8Q: 3 clusters Score -1431850 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1432263.875000 Penalty: 4757.830566
	Iteration 9Q: 3 clusters Score -1432264 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1432726.625000 Penalty: 4757.830566
	Iteration 10Q: 3 clusters Score -1432727 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1433160.500000 Penalty: 4757.830566
	Iteration 11Q: 3 clusters Score -1433160 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1433512.250000 Penalty: 4757.830566
	Iteration 12Q: 3 clusters Score -1433512 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1433815.500000 Penalty: 4757.830566
	Iteration 13Q: 3 clusters Score -1433816 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1434016.125000 Penalty: 4757.830566
	Iteration 14Q: 3 clusters Score -1434016 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1434172.375000 Penalty: 4757.830566
	Iteration 15Q: 3 clusters Score -1434172 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1434300.750000 Penalty: 4757.830566
	Iteration 16Q: 3 clusters Score -1434301 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1434433.750000 Penalty: 4757.830566
	Iteration 17Q: 3 clusters Score -1434434 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1434545.625000 Penalty: 4757.830566
	Iteration 18Q: 3 clusters Score -1434546 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1434605.875000 Penalty: 4757.830566
	Iteration 19Q: 3 clusters Score -1434606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1434653.000000 Penalty: 4757.830566
	Iteration 20F: 3 clusters Score -1434653 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1434701.125000 Penalty: 4757.830566
	Iteration 21Q: 3 clusters Score -1434701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1434725.000000 Penalty: 4757.830566
	Iteration 22Q: 3 clusters Score -1434725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1434740.000000 Penalty: 4757.830566
	Iteration 23Q: 3 clusters Score -1434740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1434751.875000 Penalty: 4757.830566
	Iteration 24Q: 3 clusters Score -1434752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1434763.375000 Penalty: 4757.830566
	Iteration 25Q: 3 clusters Score -1434763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1434772.500000 Penalty: 4757.830566
	Iteration 26Q: 3 clusters Score -1434772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1434774.500000 Penalty: 4757.830566
	Iteration 27Q: 3 clusters Score -1434774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1434777.375000 Penalty: 4757.830566
	Iteration 28Q: 3 clusters Score -1434777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1434776.000000 Penalty: 4757.830566
	Iteration 29Q: 3 clusters Score -1434776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1434776.000000 Penalty: 4757.830566
	Iteration 30F: 3 clusters Score -1434776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -2442575.000000 Penalty: 2498.986328
	Iteration 0F: 2 clusters Score -2442575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2426046.500000 Penalty: 4997.972656
	Iteration 0F: 3 clusters Score -2426046 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2431782.000000 Penalty: 4997.972656
	Iteration 1F: 3 clusters Score -2431782 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2432154.250000 Penalty: 4997.972656
	Iteration 2Q: 3 clusters Score -2432154 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2432456.250000 Penalty: 4997.972656
	Iteration 3Q: 3 clusters Score -2432456 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2432700.000000 Penalty: 4997.972656
	Iteration 4Q: 3 clusters Score -2432700 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2432879.750000 Penalty: 4997.972656
	Iteration 5Q: 3 clusters Score -2432880 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2433032.750000 Penalty: 4997.972656
	Iteration 6Q: 3 clusters Score -2433033 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2433201.000000 Penalty: 4997.972656
	Iteration 7Q: 3 clusters Score -2433201 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2433398.000000 Penalty: 4997.972656
	Iteration 8Q: 3 clusters Score -2433398 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2433636.000000 Penalty: 4997.972656
	Iteration 9Q: 3 clusters Score -2433636 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2433950.750000 Penalty: 4997.972656
	Iteration 10Q: 3 clusters Score -2433951 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2434382.250000 Penalty: 4997.972656
	Iteration 11Q: 3 clusters Score -2434382 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2435018.000000 Penalty: 4997.972656
	Iteration 12Q: 3 clusters Score -2435018 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2435831.250000 Penalty: 4997.972656
	Iteration 13Q: 3 clusters Score -2435831 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2436729.500000 Penalty: 4997.972656
	Iteration 14Q: 3 clusters Score -2436730 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2437570.250000 Penalty: 4997.972656
	Iteration 15Q: 3 clusters Score -2437570 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2438207.500000 Penalty: 4997.972656
	Iteration 16Q: 3 clusters Score -2438208 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2438615.000000 Penalty: 4997.972656
	Iteration 17Q: 3 clusters Score -2438615 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2438938.000000 Penalty: 4997.972656
	Iteration 18Q: 3 clusters Score -2438938 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2439186.500000 Penalty: 4997.972656
	Iteration 19Q: 3 clusters Score -2439186 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2439389.750000 Penalty: 4997.972656
	Iteration 20F: 3 clusters Score -2439390 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2439573.750000 Penalty: 4997.972656
	Iteration 21Q: 3 clusters Score -2439574 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2439712.750000 Penalty: 4997.972656
	Iteration 22Q: 3 clusters Score -2439713 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2439829.000000 Penalty: 4997.972656
	Iteration 23Q: 3 clusters Score -2439829 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2439943.750000 Penalty: 4997.972656
	Iteration 24Q: 3 clusters Score -2439944 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2440018.750000 Penalty: 4997.972656
	Iteration 25Q: 3 clusters Score -2440019 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2440087.500000 Penalty: 4997.972656
	Iteration 26Q: 3 clusters Score -2440088 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2440138.250000 Penalty: 4997.972656
	Iteration 27Q: 3 clusters Score -2440138 nChanged 114
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: -2440208.250000 Penalty: 4997.972656
	Iteration 28Q: 3 clusters Score -2440208 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2440268.250000 Penalty: 4997.972656
	Iteration 29Q: 3 clusters Score -2440268 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2440316.750000 Penalty: 4997.972656
	Iteration 30Q: 3 clusters Score -2440317 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2440354.250000 Penalty: 4997.972656
	Iteration 31Q: 3 clusters Score -2440354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2440384.500000 Penalty: 4997.972656
	Iteration 32Q: 3 clusters Score -2440384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2440400.500000 Penalty: 4997.972656
	Iteration 33Q: 3 clusters Score -2440400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2440415.500000 Penalty: 4997.972656
	Iteration 34Q: 3 clusters Score -2440416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2440427.250000 Penalty: 4997.972656
	Iteration 35Q: 3 clusters Score -2440427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2440440.500000 Penalty: 4997.972656
	Iteration 36Q: 3 clusters Score -2440440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2440447.500000 Penalty: 4997.972656
	Iteration 37Q: 3 clusters Score -2440448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2440446.000000 Penalty: 4997.972656
	Iteration 38Q: 3 clusters Score -2440446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2440447.250000 Penalty: 4997.972656
	Iteration 39Q: 3 clusters Score -2440447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2440446.750000 Penalty: 4997.972656
	Iteration 40F: 3 clusters Score -2440447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2440449.750000 Penalty: 4997.972656
	Iteration 41Q: 3 clusters Score -2440450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2440451.250000 Penalty: 4997.972656
	Iteration 42Q: 3 clusters Score -2440451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2440455.500000 Penalty: 4997.972656
	Iteration 43Q: 3 clusters Score -2440456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2440453.250000 Penalty: 4997.972656
	Iteration 44Q: 3 clusters Score -2440453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2440453.000000 Penalty: 4997.972656
	Iteration 45Q: 3 clusters Score -2440453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2440459.000000 Penalty: 4997.972656
	Iteration 46Q: 3 clusters Score -2440459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2440459.500000 Penalty: 4997.972656
	Iteration 47Q: 3 clusters Score -2440460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2440459.250000 Penalty: 4997.972656
	Iteration 48Q: 3 clusters Score -2440459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2440461.500000 Penalty: 4997.972656
	Iteration 49Q: 3 clusters Score -2440462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2440460.500000 Penalty: 4997.972656
	Iteration 50Q: 3 clusters Score -2440460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2440462.000000 Penalty: 4997.972656
	Iteration 51Q: 3 clusters Score -2440462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2440461.500000 Penalty: 4997.972656
	Iteration 52Q: 3 clusters Score -2440462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2440464.000000 Penalty: 4997.972656
	Iteration 53Q: 3 clusters Score -2440464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2440462.750000 Penalty: 4997.972656
	Iteration 54Q: 3 clusters Score -2440463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2440461.250000 Penalty: 4997.972656
	Iteration 55Q: 3 clusters Score -2440461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2440467.500000 Penalty: 4997.972656
	Iteration 56Q: 3 clusters Score -2440468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2440467.500000 Penalty: 4997.972656
	Iteration 57F: 3 clusters Score -2440468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Entering Unmasked Estep 
Score: -1938006.250000 Penalty: 2451.901123
	Iteration 0F: 2 clusters Score -1938006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1924113.625000 Penalty: 4903.802246
	Iteration 0F: 3 clusters Score -1924114 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1928918.625000 Penalty: 4903.802246
	Iteration 1F: 3 clusters Score -1928919 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1929430.500000 Penalty: 4903.802246
	Iteration 2F: 3 clusters Score -1929430 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1929935.875000 Penalty: 4903.802246
	Iteration 3F: 3 clusters Score -1929936 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1930480.250000 Penalty: 4903.802246
	Iteration 4F: 3 clusters Score -1930480 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1931094.375000 Penalty: 4903.802246
	Iteration 5F: 3 clusters Score -1931094 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1931773.875000 Penalty: 4903.802246
	Iteration 6F: 3 clusters Score -1931774 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1932535.250000 Penalty: 4903.802246
	Iteration 7F: 3 clusters Score -1932535 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1933317.250000 Penalty: 4903.802246
	Iteration 8Q: 3 clusters Score -1933317 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -1933958.000000 Penalty: 4903.802246
	Iteration 9Q: 3 clusters Score -1933958 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1934449.125000 Penalty: 4903.802246
	Iteration 10Q: 3 clusters Score -1934449 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1934848.000000 Penalty: 4903.802246
	Iteration 11Q: 3 clusters Score -1934848 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1935277.500000 Penalty: 4903.802246
	Iteration 12Q: 3 clusters Score -1935278 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1935570.875000 Penalty: 4903.802246
	Iteration 13Q: 3 clusters Score -1935571 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -1935740.625000 Penalty: 4903.802246
	Iteration 14Q: 3 clusters Score -1935741 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -1935822.875000 Penalty: 4903.802246
	Iteration 15Q: 3 clusters Score -1935823 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1935879.250000 Penalty: 4903.802246
	Iteration 16Q: 3 clusters Score -1935879 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1935909.375000 Penalty: 4903.802246
	Iteration 17Q: 3 clusters Score -1935909 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1935931.125000 Penalty: 4903.802246
	Iteration 18Q: 3 clusters Score -1935931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1935941.500000 Penalty: 4903.802246
	Iteration 19Q: 3 clusters Score -1935942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1935953.000000 Penalty: 4903.802246
	Iteration 20F: 3 clusters Score -1935953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1935959.000000 Penalty: 4903.802246
	Iteration 21Q: 3 clusters Score -1935959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -1935974.750000 Penalty: 4903.802246
	Iteration 22Q: 3 clusters Score -1935975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -1935987.250000 Penalty: 4903.802246
	Iteration 23Q: 3 clusters Score -1935987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -1935989.875000 Penalty: 4903.802246
	Iteration 24Q: 3 clusters Score -1935990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -1935996.500000 Penalty: 4903.802246
	Iteration 25Q: 3 clusters Score -1935996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1935997.125000 Penalty: 4903.802246
	Iteration 26Q: 3 clusters Score -1935997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -1935995.375000 Penalty: 4903.802246
	Iteration 27Q: 3 clusters Score -1935995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -1936003.750000 Penalty: 4903.802246
	Iteration 28Q: 3 clusters Score -1936004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -1936005.750000 Penalty: 4903.802246
	Iteration 29Q: 3 clusters Score -1936006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -1936005.000000 Penalty: 4903.802246
	Iteration 30Q: 3 clusters Score -1936005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1936007.750000 Penalty: 4903.802246
	Iteration 31Q: 3 clusters Score -1936008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -1936011.750000 Penalty: 4903.802246
	Iteration 32Q: 3 clusters Score -1936012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1936011.250000 Penalty: 4903.802246
	Iteration 33Q: 3 clusters Score -1936011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -1936011.625000 Penalty: 4903.802246
	Iteration 34Q: 3 clusters Score -1936012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1936012.750000 Penalty: 4903.802246
	Iteration 35Q: 3 clusters Score -1936013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -1936013.250000 Penalty: 4903.802246
	Iteration 36Q: 3 clusters Score -1936013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -1936013.375000 Penalty: 4903.802246
	Iteration 37Q: 3 clusters Score -1936013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -1936014.875000 Penalty: 4903.802246
	Iteration 38Q: 3 clusters Score -1936015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1936015.750000 Penalty: 4903.802246
	Iteration 39Q: 3 clusters Score -1936016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -1936016.500000 Penalty: 4903.802246
	Iteration 40F: 3 clusters Score -1936016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -1936018.000000 Penalty: 4903.802246
	Iteration 41Q: 3 clusters Score -1936018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -1936019.000000 Penalty: 4903.802246
	Iteration 42Q: 3 clusters Score -1936019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1936019.750000 Penalty: 4903.802246
	Iteration 43Q: 3 clusters Score -1936020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1936019.750000 Penalty: 4903.802246
	Iteration 44F: 3 clusters Score -1936020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -196587.515625 Penalty: 1895.583740
	Iteration 0F: 2 clusters Score -196587.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -193866.578125 Penalty: 3791.167480
	Iteration 0F: 3 clusters Score -193866.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -194394.203125 Penalty: 3791.167480
	Iteration 1F: 3 clusters Score -194394.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -194586.812500 Penalty: 3791.167480
	Iteration 2F: 3 clusters Score -194586.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -194733.484375 Penalty: 3791.167480
	Iteration 3F: 3 clusters Score -194733.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -194850.765625 Penalty: 3791.167480
	Iteration 4Q: 3 clusters Score -194850.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -194930.687500 Penalty: 3791.167480
	Iteration 5Q: 3 clusters Score -194930.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -194983.546875 Penalty: 3791.167480
	Iteration 6Q: 3 clusters Score -194983.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -195022.093750 Penalty: 3791.167480
	Iteration 7Q: 3 clusters Score -195022.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -195049.593750 Penalty: 3791.167480
	Iteration 8Q: 3 clusters Score -195049.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -195071.375000 Penalty: 3791.167480
	Iteration 9Q: 3 clusters Score -195071.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -195092.359375 Penalty: 3791.167480
	Iteration 10Q: 3 clusters Score -195092.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -195105.125000 Penalty: 3791.167480
	Iteration 11Q: 3 clusters Score -195105.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -195115.093750 Penalty: 3791.167480
	Iteration 12Q: 3 clusters Score -195115.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -195123.265625 Penalty: 3791.167480
	Iteration 13Q: 3 clusters Score -195123.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -195131.406250 Penalty: 3791.167480
	Iteration 14Q: 3 clusters Score -195131.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -195138.906250 Penalty: 3791.167480
	Iteration 15Q: 3 clusters Score -195138.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -195145.000000 Penalty: 3791.167480
	Iteration 16Q: 3 clusters Score -195145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -195151.984375 Penalty: 3791.167480
	Iteration 17Q: 3 clusters Score -195152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -195158.125000 Penalty: 3791.167480
	Iteration 18Q: 3 clusters Score -195158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -195162.203125 Penalty: 3791.167480
	Iteration 19Q: 3 clusters Score -195162.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -195166.265625 Penalty: 3791.167480
	Iteration 20F: 3 clusters Score -195166.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -195169.921875 Penalty: 3791.167480
	Iteration 21Q: 3 clusters Score -195169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -195171.218750 Penalty: 3791.167480
	Iteration 22Q: 3 clusters Score -195171.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -195171.875000 Penalty: 3791.167480
	Iteration 23Q: 3 clusters Score -195171.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -195173.265625 Penalty: 3791.167480
	Iteration 24Q: 3 clusters Score -195173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -195173.984375 Penalty: 3791.167480
	Iteration 25Q: 3 clusters Score -195174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -195174.500000 Penalty: 3791.167480
	Iteration 26Q: 3 clusters Score -195174.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -195175.156250 Penalty: 3791.167480
	Iteration 27Q: 3 clusters Score -195175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -195175.156250 Penalty: 3791.167480
	Iteration 28F: 3 clusters Score -195175.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Entering Unmasked Estep 
Score: -1652840.500000 Penalty: 2416.343018
	Iteration 0F: 2 clusters Score -1652840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1640702.750000 Penalty: 4832.686035
	Iteration 0F: 3 clusters Score -1640703 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1644746.125000 Penalty: 4832.686035
	Iteration 1F: 3 clusters Score -1644746 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1645349.250000 Penalty: 4832.686035
	Iteration 2F: 3 clusters Score -1645349 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1645908.000000 Penalty: 4832.686035
	Iteration 3F: 3 clusters Score -1645908 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1646490.875000 Penalty: 4832.686035
	Iteration 4F: 3 clusters Score -1646491 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1647027.000000 Penalty: 4832.686035
	Iteration 5F: 3 clusters Score -1647027 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1647551.750000 Penalty: 4832.686035
	Iteration 6F: 3 clusters Score -1647552 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1648013.000000 Penalty: 4832.686035
	Iteration 7F: 3 clusters Score -1648013 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1648438.250000 Penalty: 4832.686035
	Iteration 8Q: 3 clusters Score -1648438 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1648854.000000 Penalty: 4832.686035
	Iteration 9Q: 3 clusters Score -1648854 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1649189.625000 Penalty: 4832.686035
	Iteration 10Q: 3 clusters Score -1649190 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1649460.125000 Penalty: 4832.686035
	Iteration 11Q: 3 clusters Score -1649460 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1649682.500000 Penalty: 4832.686035
	Iteration 12Q: 3 clusters Score -1649682 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1649832.250000 Penalty: 4832.686035
	Iteration 13Q: 3 clusters Score -1649832 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1649945.625000 Penalty: 4832.686035
	Iteration 14Q: 3 clusters Score -1649946 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1650029.875000 Penalty: 4832.686035
	Iteration 15Q: 3 clusters Score -1650030 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1650094.250000 Penalty: 4832.686035
	Iteration 16Q: 3 clusters Score -1650094 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1650149.125000 Penalty: 4832.686035
	Iteration 17Q: 3 clusters Score -1650149 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1650196.000000 Penalty: 4832.686035
	Iteration 18Q: 3 clusters Score -1650196 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1650237.375000 Penalty: 4832.686035
	Iteration 19Q: 3 clusters Score -1650237 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1650280.750000 Penalty: 4832.686035
	Iteration 20F: 3 clusters Score -1650281 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1650330.625000 Penalty: 4832.686035
	Iteration 21Q: 3 clusters Score -1650331 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1650368.000000 Penalty: 4832.686035
	Iteration 22Q: 3 clusters Score -1650368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1650405.125000 Penalty: 4832.686035
	Iteration 23Q: 3 clusters Score -1650405 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1650427.125000 Penalty: 4832.686035
	Iteration 24Q: 3 clusters Score -1650427 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1650445.250000 Penalty: 4832.686035
	Iteration 25Q: 3 clusters Score -1650445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1650473.875000 Penalty: 4832.686035
	Iteration 26Q: 3 clusters Score -1650474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1650484.000000 Penalty: 4832.686035
	Iteration 27Q: 3 clusters Score -1650484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1650507.250000 Penalty: 4832.686035
	Iteration 28Q: 3 clusters Score -1650507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1650526.250000 Penalty: 4832.686035
	Iteration 29Q: 3 clusters Score -1650526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1650549.750000 Penalty: 4832.686035
	Iteration 30Q: 3 clusters Score -1650550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1650571.500000 Penalty: 4832.686035
	Iteration 31Q: 3 clusters Score -1650572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1650592.500000 Penalty: 4832.686035
	Iteration 32Q: 3 clusters Score -1650592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1650616.250000 Penalty: 4832.686035
	Iteration 33Q: 3 clusters Score -1650616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1650636.000000 Penalty: 4832.686035
	Iteration 34Q: 3 clusters Score -1650636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1650653.625000 Penalty: 4832.686035
	Iteration 35Q: 3 clusters Score -1650654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1650666.125000 Penalty: 4832.686035
	Iteration 36Q: 3 clusters Score -1650666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1650676.875000 Penalty: 4832.686035
	Iteration 37Q: 3 clusters Score -1650677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1650683.750000 Penalty: 4832.686035
	Iteration 38Q: 3 clusters Score -1650684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1650694.250000 Penalty: 4832.686035
	Iteration 39Q: 3 clusters Score -1650694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1650698.000000 Penalty: 4832.686035
	Iteration 40F: 3 clusters Score -1650698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1650698.375000 Penalty: 4832.686035
	Iteration 41Q: 3 clusters Score -1650698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1650700.500000 Penalty: 4832.686035
	Iteration 42Q: 3 clusters Score -1650700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1650707.500000 Penalty: 4832.686035
	Iteration 43Q: 3 clusters Score -1650708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -1650712.000000 Penalty: 4832.686035
	Iteration 44Q: 3 clusters Score -1650712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1650715.000000 Penalty: 4832.686035
	Iteration 45Q: 3 clusters Score -1650715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1650723.125000 Penalty: 4832.686035
	Iteration 46Q: 3 clusters Score -1650723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1650732.875000 Penalty: 4832.686035
	Iteration 47Q: 3 clusters Score -1650733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1650733.875000 Penalty: 4832.686035
	Iteration 48Q: 3 clusters Score -1650734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1650739.375000 Penalty: 4832.686035
	Iteration 49Q: 3 clusters Score -1650739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1650746.375000 Penalty: 4832.686035
	Iteration 50Q: 3 clusters Score -1650746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1650753.125000 Penalty: 4832.686035
	Iteration 51Q: 3 clusters Score -1650753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1650758.125000 Penalty: 4832.686035
	Iteration 52Q: 3 clusters Score -1650758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1650764.250000 Penalty: 4832.686035
	Iteration 53Q: 3 clusters Score -1650764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1650770.125000 Penalty: 4832.686035
	Iteration 54Q: 3 clusters Score -1650770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1650771.750000 Penalty: 4832.686035
	Iteration 55Q: 3 clusters Score -1650772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1650772.625000 Penalty: 4832.686035
	Iteration 56Q: 3 clusters Score -1650773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1650771.750000 Penalty: 4832.686035
	Iteration 57Q: 3 clusters Score -1650772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1650772.250000 Penalty: 4832.686035
	Iteration 58Q: 3 clusters Score -1650772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1650772.000000 Penalty: 4832.686035
	Iteration 59Q: 3 clusters Score -1650772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1650773.500000 Penalty: 4832.686035
	Iteration 60F: 3 clusters Score -1650774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Entering Unmasked Estep 
Score: -284353.437500 Penalty: 2016.838379
	Iteration 0F: 2 clusters Score -284353.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -280889.718750 Penalty: 4033.676758
	Iteration 0F: 3 clusters Score -280889.7 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -281724.531250 Penalty: 4033.676758
	Iteration 1F: 3 clusters Score -281724.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -281999.625000 Penalty: 4033.676758
	Iteration 2F: 3 clusters Score -281999.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -282178.843750 Penalty: 4033.676758
	Iteration 3F: 3 clusters Score -282178.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -282300.718750 Penalty: 4033.676758
	Iteration 4Q: 3 clusters Score -282300.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -282409.093750 Penalty: 4033.676758
	Iteration 5Q: 3 clusters Score -282409.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -282479.156250 Penalty: 4033.676758
	Iteration 6Q: 3 clusters Score -282479.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -282518.437500 Penalty: 4033.676758
	Iteration 7Q: 3 clusters Score -282518.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -282553.343750 Penalty: 4033.676758
	Iteration 8Q: 3 clusters Score -282553.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -282579.718750 Penalty: 4033.676758
	Iteration 9Q: 3 clusters Score -282579.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -282613.656250 Penalty: 4033.676758
	Iteration 10Q: 3 clusters Score -282613.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -282636.906250 Penalty: 4033.676758
	Iteration 11Q: 3 clusters Score -282636.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -282654.906250 Penalty: 4033.676758
	Iteration 12Q: 3 clusters Score -282654.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -282669.562500 Penalty: 4033.676758
	Iteration 13Q: 3 clusters Score -282669.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -282680.062500 Penalty: 4033.676758
	Iteration 14Q: 3 clusters Score -282680.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -282689.968750 Penalty: 4033.676758
	Iteration 15Q: 3 clusters Score -282690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -282702.593750 Penalty: 4033.676758
	Iteration 16Q: 3 clusters Score -282702.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -282713.281250 Penalty: 4033.676758
	Iteration 17Q: 3 clusters Score -282713.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -282722.375000 Penalty: 4033.676758
	Iteration 18Q: 3 clusters Score -282722.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -282730.406250 Penalty: 4033.676758
	Iteration 19Q: 3 clusters Score -282730.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -282740.843750 Penalty: 4033.676758
	Iteration 20F: 3 clusters Score -282740.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -282745.031250 Penalty: 4033.676758
	Iteration 21Q: 3 clusters Score -282745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -282753.937500 Penalty: 4033.676758
	Iteration 22Q: 3 clusters Score -282753.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -282762.531250 Penalty: 4033.676758
	Iteration 23Q: 3 clusters Score -282762.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -282771.000000 Penalty: 4033.676758
	Iteration 24Q: 3 clusters Score -282771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -282775.187500 Penalty: 4033.676758
	Iteration 25Q: 3 clusters Score -282775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -282778.437500 Penalty: 4033.676758
	Iteration 26Q: 3 clusters Score -282778.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -282779.843750 Penalty: 4033.676758
	Iteration 27Q: 3 clusters Score -282779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -282780.500000 Penalty: 4033.676758
	Iteration 28Q: 3 clusters Score -282780.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -282781.593750 Penalty: 4033.676758
	Iteration 29Q: 3 clusters Score -282781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -282782.750000 Penalty: 4033.676758
	Iteration 30Q: 3 clusters Score -282782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -282782.281250 Penalty: 4033.676758
	Iteration 31Q: 3 clusters Score -282782.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -282783.937500 Penalty: 4033.676758
	Iteration 32Q: 3 clusters Score -282783.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -282785.187500 Penalty: 4033.676758
	Iteration 33Q: 3 clusters Score -282785.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -282785.406250 Penalty: 4033.676758
	Iteration 34Q: 3 clusters Score -282785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -282785.843750 Penalty: 4033.676758
	Iteration 35Q: 3 clusters Score -282785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -282785.843750 Penalty: 4033.676758
	Iteration 36F: 3 clusters Score -282785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Entering Unmasked Estep 
Score: -153087.734375 Penalty: 1829.994019
	Iteration 0F: 2 clusters Score -153087.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -150688.328125 Penalty: 3659.988037
	Iteration 0F: 3 clusters Score -150688.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -151091.265625 Penalty: 3659.988037
	Iteration 1F: 3 clusters Score -151091.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -151215.515625 Penalty: 3659.988037
	Iteration 2F: 3 clusters Score -151215.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -151281.265625 Penalty: 3659.988037
	Iteration 3Q: 3 clusters Score -151281.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -151322.187500 Penalty: 3659.988037
	Iteration 4Q: 3 clusters Score -151322.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -151342.828125 Penalty: 3659.988037
	Iteration 5Q: 3 clusters Score -151342.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -151356.671875 Penalty: 3659.988037
	Iteration 6Q: 3 clusters Score -151356.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -151373.781250 Penalty: 3659.988037
	Iteration 7Q: 3 clusters Score -151373.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -151380.390625 Penalty: 3659.988037
	Iteration 8Q: 3 clusters Score -151380.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -151384.359375 Penalty: 3659.988037
	Iteration 9Q: 3 clusters Score -151384.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -151390.312500 Penalty: 3659.988037
	Iteration 10Q: 3 clusters Score -151390.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -151396.687500 Penalty: 3659.988037
	Iteration 11Q: 3 clusters Score -151396.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -151400.203125 Penalty: 3659.988037
	Iteration 12Q: 3 clusters Score -151400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -151401.234375 Penalty: 3659.988037
	Iteration 13Q: 3 clusters Score -151401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -151402.937500 Penalty: 3659.988037
	Iteration 14Q: 3 clusters Score -151402.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -151405.500000 Penalty: 3659.988037
	Iteration 15Q: 3 clusters Score -151405.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -151409.359375 Penalty: 3659.988037
	Iteration 16Q: 3 clusters Score -151409.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -151410.750000 Penalty: 3659.988037
	Iteration 17Q: 3 clusters Score -151410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -151412.812500 Penalty: 3659.988037
	Iteration 18Q: 3 clusters Score -151412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -151415.031250 Penalty: 3659.988037
	Iteration 19Q: 3 clusters Score -151415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -151416.984375 Penalty: 3659.988037
	Iteration 20F: 3 clusters Score -151417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -151419.234375 Penalty: 3659.988037
	Iteration 21Q: 3 clusters Score -151419.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -151421.187500 Penalty: 3659.988037
	Iteration 22Q: 3 clusters Score -151421.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -151421.187500 Penalty: 3659.988037
	Iteration 23F: 3 clusters Score -151421.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Entering Unmasked Estep 
Score: -390523.187500 Penalty: 2062.260498
	Iteration 0F: 2 clusters Score -390523.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -386572.968750 Penalty: 4124.520996
	Iteration 0F: 3 clusters Score -386573 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -387520.437500 Penalty: 4124.520996
	Iteration 1F: 3 clusters Score -387520.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -387778.875000 Penalty: 4124.520996
	Iteration 2F: 3 clusters Score -387778.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -387999.562500 Penalty: 4124.520996
	Iteration 3F: 3 clusters Score -387999.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -388221.531250 Penalty: 4124.520996
	Iteration 4F: 3 clusters Score -388221.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -388463.468750 Penalty: 4124.520996
	Iteration 5F: 3 clusters Score -388463.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -388724.500000 Penalty: 4124.520996
	Iteration 6F: 3 clusters Score -388724.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -388952.812500 Penalty: 4124.520996
	Iteration 7F: 3 clusters Score -388952.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -389166.187500 Penalty: 4124.520996
	Iteration 8Q: 3 clusters Score -389166.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -389320.312500 Penalty: 4124.520996
	Iteration 9Q: 3 clusters Score -389320.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -389422.468750 Penalty: 4124.520996
	Iteration 10Q: 3 clusters Score -389422.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -389475.687500 Penalty: 4124.520996
	Iteration 11Q: 3 clusters Score -389475.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -389510.750000 Penalty: 4124.520996
	Iteration 12Q: 3 clusters Score -389510.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -389538.156250 Penalty: 4124.520996
	Iteration 13Q: 3 clusters Score -389538.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -389550.656250 Penalty: 4124.520996
	Iteration 14Q: 3 clusters Score -389550.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -389554.500000 Penalty: 4124.520996
	Iteration 15Q: 3 clusters Score -389554.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -389559.375000 Penalty: 4124.520996
	Iteration 16Q: 3 clusters Score -389559.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -389568.500000 Penalty: 4124.520996
	Iteration 17Q: 3 clusters Score -389568.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -389573.875000 Penalty: 4124.520996
	Iteration 18Q: 3 clusters Score -389573.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -389577.187500 Penalty: 4124.520996
	Iteration 19Q: 3 clusters Score -389577.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -389579.687500 Penalty: 4124.520996
	Iteration 20F: 3 clusters Score -389579.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -389580.281250 Penalty: 4124.520996
	Iteration 21Q: 3 clusters Score -389580.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -389580.968750 Penalty: 4124.520996
	Iteration 22Q: 3 clusters Score -389581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -389581.625000 Penalty: 4124.520996
	Iteration 23Q: 3 clusters Score -389581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -389582.781250 Penalty: 4124.520996
	Iteration 24Q: 3 clusters Score -389582.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -389583.031250 Penalty: 4124.520996
	Iteration 25Q: 3 clusters Score -389583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -389585.125000 Penalty: 4124.520996
	Iteration 26Q: 3 clusters Score -389585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -389586.812500 Penalty: 4124.520996
	Iteration 27Q: 3 clusters Score -389586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -389586.406250 Penalty: 4124.520996
	Iteration 28Q: 3 clusters Score -389586.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -389586.406250 Penalty: 4124.520996
	Iteration 29F: 3 clusters Score -389586.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (218556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218556 members 
Entering Unmasked Estep 
Score: -22003226.000000 Penalty: 3049.109863
	Iteration 0F: 2 clusters Score -2.200323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109480 members 
Mstep: Class 2 contains 109076 members 
Entering Unmasked Estep 
Score: -21857294.000000 Penalty: 6098.219727
	Iteration 0F: 3 clusters Score -2.185729e+07 nChanged 105359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112841 members 
Mstep: Class 2 contains 105715 members 
Entering Unmasked Estep 
Score: -21918768.000000 Penalty: 6098.219727
	Iteration 1F: 3 clusters Score -2.191877e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115246 members 
Mstep: Class 2 contains 103310 members 
Entering Unmasked Estep 
Score: -21919896.000000 Penalty: 6098.219727
	Iteration 2Q: 3 clusters Score -2.19199e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119101 members 
Mstep: Class 2 contains 99455 members 
Entering Unmasked Estep 
Score: -21921550.000000 Penalty: 6098.219727
	Iteration 3Q: 3 clusters Score -2.192155e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124943 members 
Mstep: Class 2 contains 93613 members 
Entering Unmasked Estep 
Score: -21924240.000000 Penalty: 6098.219727
	Iteration 4Q: 3 clusters Score -2.192424e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133606 members 
Mstep: Class 2 contains 84950 members 
Entering Unmasked Estep 
Score: -21928718.000000 Penalty: 6098.219727
	Iteration 5Q: 3 clusters Score -2.192872e+07 nChanged 13056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146066 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -21936540.000000 Penalty: 6098.219727
	Iteration 6F: 3 clusters Score -2.193654e+07 nChanged 16387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162177 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -21949410.000000 Penalty: 6098.219727
	Iteration 7F: 3 clusters Score -2.194941e+07 nChanged 17742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179835 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -21965394.000000 Penalty: 6098.219727
	Iteration 8F: 3 clusters Score -2.196539e+07 nChanged 15637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195446 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -21980220.000000 Penalty: 6098.219727
	Iteration 9F: 3 clusters Score -2.198022e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206235 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -21990108.000000 Penalty: 6098.219727
	Iteration 10Q: 3 clusters Score -2.199011e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212307 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -21995618.000000 Penalty: 6098.219727
	Iteration 11Q: 3 clusters Score -2.199562e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215406 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -21998232.000000 Penalty: 6098.219727
	Iteration 12Q: 3 clusters Score -2.199823e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216761 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -21999486.000000 Penalty: 6098.219727
	Iteration 13Q: 3 clusters Score -2.199949e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217343 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -22000052.000000 Penalty: 6098.219727
	Iteration 14Q: 3 clusters Score -2.200005e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217605 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -22000254.000000 Penalty: 6098.219727
	Iteration 15Q: 3 clusters Score -2.200025e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217726 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -22000398.000000 Penalty: 6098.219727
	Iteration 16Q: 3 clusters Score -2.20004e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217788 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -22000512.000000 Penalty: 6098.219727
	Iteration 17Q: 3 clusters Score -2.200051e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217829 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -22000506.000000 Penalty: 6098.219727
	Iteration 18Q: 3 clusters Score -2.200051e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217865 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -22000576.000000 Penalty: 6098.219727
	Iteration 19Q: 3 clusters Score -2.200058e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217892 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -22000588.000000 Penalty: 6098.219727
	Iteration 20F: 3 clusters Score -2.200059e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217910 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -22000608.000000 Penalty: 6098.219727
	Iteration 21Q: 3 clusters Score -2.200061e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217933 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -22000646.000000 Penalty: 6098.219727
	Iteration 22Q: 3 clusters Score -2.200065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217947 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -22000648.000000 Penalty: 6098.219727
	Iteration 23Q: 3 clusters Score -2.200065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217952 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -22000650.000000 Penalty: 6098.219727
	Iteration 24Q: 3 clusters Score -2.200065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217953 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -22000672.000000 Penalty: 6098.219727
	Iteration 25Q: 3 clusters Score -2.200067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217952 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -22000670.000000 Penalty: 6098.219727
	Iteration 26Q: 3 clusters Score -2.200067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217951 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -22000674.000000 Penalty: 6098.219727
	Iteration 27Q: 3 clusters Score -2.200067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217952 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -22000666.000000 Penalty: 6098.219727
	Iteration 28Q: 3 clusters Score -2.200067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217954 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -22000684.000000 Penalty: 6098.219727
	Iteration 29Q: 3 clusters Score -2.200068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217954 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -22000690.000000 Penalty: 6098.219727
	Iteration 30Q: 3 clusters Score -2.200069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217955 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -22000688.000000 Penalty: 6098.219727
	Iteration 31Q: 3 clusters Score -2.200069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217956 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -22000694.000000 Penalty: 6098.219727
	Iteration 32Q: 3 clusters Score -2.200069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217953 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -22000692.000000 Penalty: 6098.219727
	Iteration 33Q: 3 clusters Score -2.200069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217953 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -22000692.000000 Penalty: 6098.219727
	Iteration 34F: 3 clusters Score -2.200069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (42663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Entering Unmasked Estep 
Score: -4327376.500000 Penalty: 2643.949707
	Iteration 0F: 2 clusters Score -4327376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -4298372.000000 Penalty: 5287.899414
	Iteration 0F: 3 clusters Score -4298372 nChanged 19545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -4309098.500000 Penalty: 5287.899414
	Iteration 1F: 3 clusters Score -4309098 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -4309498.500000 Penalty: 5287.899414
	Iteration 2Q: 3 clusters Score -4309498 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -4309863.000000 Penalty: 5287.899414
	Iteration 3Q: 3 clusters Score -4309863 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -4310217.000000 Penalty: 5287.899414
	Iteration 4Q: 3 clusters Score -4310217 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -4310543.000000 Penalty: 5287.899414
	Iteration 5Q: 3 clusters Score -4310543 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4310894.500000 Penalty: 5287.899414
	Iteration 6Q: 3 clusters Score -4310894 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -4311321.000000 Penalty: 5287.899414
	Iteration 7Q: 3 clusters Score -4311321 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -4311864.000000 Penalty: 5287.899414
	Iteration 8Q: 3 clusters Score -4311864 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -4312675.500000 Penalty: 5287.899414
	Iteration 9Q: 3 clusters Score -4312676 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -4314009.500000 Penalty: 5287.899414
	Iteration 10F: 3 clusters Score -4314010 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4316086.000000 Penalty: 5287.899414
	Iteration 11F: 3 clusters Score -4316086 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -4318563.000000 Penalty: 5287.899414
	Iteration 12F: 3 clusters Score -4318563 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4320853.500000 Penalty: 5287.899414
	Iteration 13F: 3 clusters Score -4320854 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4322457.000000 Penalty: 5287.899414
	Iteration 14Q: 3 clusters Score -4322457 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4323500.500000 Penalty: 5287.899414
	Iteration 15Q: 3 clusters Score -4323500 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4324078.500000 Penalty: 5287.899414
	Iteration 16Q: 3 clusters Score -4324078 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4324413.500000 Penalty: 5287.899414
	Iteration 17Q: 3 clusters Score -4324414 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4324624.500000 Penalty: 5287.899414
	Iteration 18Q: 3 clusters Score -4324624 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4324750.000000 Penalty: 5287.899414
	Iteration 19Q: 3 clusters Score -4324750 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4324834.000000 Penalty: 5287.899414
	Iteration 20F: 3 clusters Score -4324834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4324898.500000 Penalty: 5287.899414
	Iteration 21Q: 3 clusters Score -4324898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4324946.000000 Penalty: 5287.899414
	Iteration 22Q: 3 clusters Score -4324946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4324979.000000 Penalty: 5287.899414
	Iteration 23Q: 3 clusters Score -4324979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4325011.000000 Penalty: 5287.899414
	Iteration 24Q: 3 clusters Score -4325011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4325027.500000 Penalty: 5287.899414
	Iteration 25Q: 3 clusters Score -4325028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4325037.500000 Penalty: 5287.899414
	Iteration 26Q: 3 clusters Score -4325038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4325048.000000 Penalty: 5287.899414
	Iteration 27Q: 3 clusters Score -4325048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4325053.000000 Penalty: 5287.899414
	Iteration 28Q: 3 clusters Score -4325053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4325058.000000 Penalty: 5287.899414
	Iteration 29Q: 3 clusters Score -4325058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4325061.000000 Penalty: 5287.899414
	Iteration 30Q: 3 clusters Score -4325061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4325074.000000 Penalty: 5287.899414
	Iteration 31Q: 3 clusters Score -4325074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4325075.000000 Penalty: 5287.899414
	Iteration 32Q: 3 clusters Score -4325075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4325078.500000 Penalty: 5287.899414
	Iteration 33Q: 3 clusters Score -4325078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4325081.500000 Penalty: 5287.899414
	Iteration 34Q: 3 clusters Score -4325082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4325081.500000 Penalty: 5287.899414
	Iteration 35F: 3 clusters Score -4325082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -190696.859375 Penalty: 1887.491455
	Iteration 0F: 2 clusters Score -190696.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -188072.687500 Penalty: 3774.982910
	Iteration 0F: 3 clusters Score -188072.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -188496.984375 Penalty: 3774.982910
	Iteration 1F: 3 clusters Score -188497 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -188609.578125 Penalty: 3774.982910
	Iteration 2F: 3 clusters Score -188609.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -188653.890625 Penalty: 3774.982910
	Iteration 3Q: 3 clusters Score -188653.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -188679.687500 Penalty: 3774.982910
	Iteration 4Q: 3 clusters Score -188679.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -188702.187500 Penalty: 3774.982910
	Iteration 5Q: 3 clusters Score -188702.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -188720.625000 Penalty: 3774.982910
	Iteration 6Q: 3 clusters Score -188720.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -188747.328125 Penalty: 3774.982910
	Iteration 7Q: 3 clusters Score -188747.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -188772.781250 Penalty: 3774.982910
	Iteration 8Q: 3 clusters Score -188772.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -188788.765625 Penalty: 3774.982910
	Iteration 9Q: 3 clusters Score -188788.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -188802.593750 Penalty: 3774.982910
	Iteration 10Q: 3 clusters Score -188802.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -188812.140625 Penalty: 3774.982910
	Iteration 11Q: 3 clusters Score -188812.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -188823.718750 Penalty: 3774.982910
	Iteration 12Q: 3 clusters Score -188823.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -188832.437500 Penalty: 3774.982910
	Iteration 13Q: 3 clusters Score -188832.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -188840.187500 Penalty: 3774.982910
	Iteration 14Q: 3 clusters Score -188840.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -188846.671875 Penalty: 3774.982910
	Iteration 15Q: 3 clusters Score -188846.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -188855.468750 Penalty: 3774.982910
	Iteration 16Q: 3 clusters Score -188855.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -188870.000000 Penalty: 3774.982910
	Iteration 17Q: 3 clusters Score -188870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -188881.250000 Penalty: 3774.982910
	Iteration 18Q: 3 clusters Score -188881.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -188886.328125 Penalty: 3774.982910
	Iteration 19Q: 3 clusters Score -188886.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -188894.171875 Penalty: 3774.982910
	Iteration 20F: 3 clusters Score -188894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -188902.531250 Penalty: 3774.982910
	Iteration 21Q: 3 clusters Score -188902.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -188907.937500 Penalty: 3774.982910
	Iteration 22Q: 3 clusters Score -188907.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -188914.312500 Penalty: 3774.982910
	Iteration 23Q: 3 clusters Score -188914.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -188926.781250 Penalty: 3774.982910
	Iteration 24Q: 3 clusters Score -188926.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -188942.328125 Penalty: 3774.982910
	Iteration 25Q: 3 clusters Score -188942.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -188957.171875 Penalty: 3774.982910
	Iteration 26Q: 3 clusters Score -188957.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -188976.500000 Penalty: 3774.982910
	Iteration 27Q: 3 clusters Score -188976.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -188994.593750 Penalty: 3774.982910
	Iteration 28Q: 3 clusters Score -188994.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -189011.953125 Penalty: 3774.982910
	Iteration 29Q: 3 clusters Score -189012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -189029.187500 Penalty: 3774.982910
	Iteration 30Q: 3 clusters Score -189029.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -189038.703125 Penalty: 3774.982910
	Iteration 31Q: 3 clusters Score -189038.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -189045.359375 Penalty: 3774.982910
	Iteration 32Q: 3 clusters Score -189045.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -189053.906250 Penalty: 3774.982910
	Iteration 33Q: 3 clusters Score -189053.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -189059.515625 Penalty: 3774.982910
	Iteration 34Q: 3 clusters Score -189059.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -189067.109375 Penalty: 3774.982910
	Iteration 35Q: 3 clusters Score -189067.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -189073.453125 Penalty: 3774.982910
	Iteration 36Q: 3 clusters Score -189073.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -189080.531250 Penalty: 3774.982910
	Iteration 37Q: 3 clusters Score -189080.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -189083.781250 Penalty: 3774.982910
	Iteration 38Q: 3 clusters Score -189083.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -189090.375000 Penalty: 3774.982910
	Iteration 39Q: 3 clusters Score -189090.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -189098.578125 Penalty: 3774.982910
	Iteration 40F: 3 clusters Score -189098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -189103.890625 Penalty: 3774.982910
	Iteration 41Q: 3 clusters Score -189103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -189109.171875 Penalty: 3774.982910
	Iteration 42Q: 3 clusters Score -189109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -189113.640625 Penalty: 3774.982910
	Iteration 43Q: 3 clusters Score -189113.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -189116.078125 Penalty: 3774.982910
	Iteration 44Q: 3 clusters Score -189116.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -189119.078125 Penalty: 3774.982910
	Iteration 45Q: 3 clusters Score -189119.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -189122.468750 Penalty: 3774.982910
	Iteration 46Q: 3 clusters Score -189122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -189123.703125 Penalty: 3774.982910
	Iteration 47Q: 3 clusters Score -189123.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -189125.890625 Penalty: 3774.982910
	Iteration 48Q: 3 clusters Score -189125.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -189125.890625 Penalty: 3774.982910
	Iteration 49F: 3 clusters Score -189125.9 nChanged 0
25->36 Clusters: Score -157156304.000000, best is -157158768.000000

Main iterations: 1985 (time per=34786.193325ms)
Total iterations: 100101 (time per=689.809230ms)
Iterations metric 2: 8237203062784.000000 (time per=8.382772ns)
Iterations metric 3: 247132703424512.000000 (time per=279.406945ps)

That took 69050.593750 seconds.
